From 6f4843bfa88f9aac77a0a573f67d454559db9ff7 Mon Sep 17 00:00:00 2001 From: Tom Snijders Date: Thu, 16 Jul 2026 10:37:38 +0200 Subject: [PATCH 1/2] Two new auxiliary functions AC_Geary and AC_Moran --- R/sienaGOF.r | 80 +++++++++++++++++++++++++++++++++++++++ man/test_gof_auxiliary.Rd | 38 +++++++++++++++---- 2 files changed, 111 insertions(+), 7 deletions(-) diff --git a/R/sienaGOF.r b/R/sienaGOF.r index aea55cc..fd80739 100644 --- a/R/sienaGOF.r +++ b/R/sienaGOF.r @@ -1657,3 +1657,83 @@ egoAlterCovarComb <- function (i, obsData, sims, period, groupName, varName, attr(teax, "EgoAlter") <- TRUE teax } + +# define spatial autocorrelation functions: +Moran <- function(x,z) { + n <- length(z) + z.ave <- mean(z,na.rm=TRUE) + numerator <- n*sum(x*outer(z-z.ave,z-z.ave),na.rm=TRUE) + denominator <- sum(x,na.rm=TRUE)*sum((z-z.ave)^2,na.rm=TRUE) + return(numerator/denominator) +} + +Geary <- function(x,z) { + n <- length(z) + z.ave <- mean(z,na.rm=TRUE) + numerator <- (n-1)*sum(x*(outer(z,z,FUN='-')^2),na.rm=TRUE) + denominator <- 2*sum(x,na.rm=TRUE)*sum((z-z.ave)^2,na.rm=TRUE) + return(numerator/denominator) +} + + + +AC_Moran <- function (i, obsData, sims, period, groupName, varName, depth=3) +{ +# An auxiliary function calculating the Moran autocorrelations +# and rounding to 3 decimals + if (length(varName) != 2){ + stop("AC_Moran expects two varName parameters") + } + varName1 <- varName[1] + varName2 <- varName[2] + m <- as.matrix(sparseMatrixExtraction(i, obsData, sims, period, groupName, + varName1)) + x <- behaviorExtraction(i, obsData, sims, period, groupName, + varName2) +# Construct a list of powers 1:depth of m + if (depth >= 2){ + mList <- lapply(1:(depth-1), function(i){m}) + mPowList <- Reduce(function(x,y){pmin(x %*% y,1)}, mList, init=m,accumulate=TRUE) + mPowList <- lapply(mPowList, function(mat){mat[!is.na(x), !is.na(x)]}) + x <- x[!is.na(x)] + Morans <- vapply(mPowList, function(mat){Moran(mat,x)}, FUN.VALUE=0) + } + else { + m <- m[!is.na(x), !is.na(x)] + x <- x[!is.na(x)] + Morans <- Moran(m,x) + } + names(Morans) <- paste("d=", 1:depth, sep="") + round(Morans, 3) +} + +AC_Geary <- function (i, obsData, sims, period, groupName, varName, depth=3) +{ +# An auxiliary function calculating the Geary autocorrelations +# and rounding to 3 decimals + if (length(varName) != 2){ + stop("AC_Geary expects two varName parameters") + } + varName1 <- varName[1] + varName2 <- varName[2] + m <- as.matrix(sparseMatrixExtraction(i, obsData, sims, period, groupName, + varName1)) + x <- behaviorExtraction(i, obsData, sims, period, groupName, + varName2) + if (depth >= 2){ +# Construct a list of powers 1:depth of m + mList <- lapply(1:(depth-1), function(i){m}) + mPowList <- Reduce(function(x,y){pmin(x %*% y,1)}, mList, init=m,accumulate=TRUE) + mPowList <- lapply(mPowList, function(mat){mat[!is.na(x), !is.na(x)]}) + x <- x[!is.na(x)] + Gearys <- vapply(mPowList, function(mat){Geary(mat,x)}, FUN.VALUE=0) + } + else { + m <- m[!is.na(x), !is.na(x)] + x <- x[!is.na(x)] + Gearys <- Geary(m,x) + } + names(Gearys) <- paste("d=", 1:depth, sep="") + round(Gearys, 3) +} + diff --git a/man/test_gof_auxiliary.Rd b/man/test_gof_auxiliary.Rd index 228fd7c..9cc1c95 100644 --- a/man/test_gof_auxiliary.Rd +++ b/man/test_gof_auxiliary.Rd @@ -12,6 +12,8 @@ \alias{dyadicCov} \alias{egoAlterCombi} \alias{egoAlterCovarComb} +\alias{AC_Moran} +\alias{AC_Geary} \title{Auxiliary functions for goodness of fit assessment by \code{\link{test_gof}}} \description{ @@ -52,6 +54,10 @@ egoAlterCombi(i, obsData, sims, period, groupName, varName, trafo=NULL) egoAlterCovarComb(i, obsData, sims, period, groupName, varName, covar) +AC_Moran(i, obsData, sims, period, groupName, varName, depth=3) + +AC_Geary(i, obsData, sims, period, groupName, varName, depth=3) + sparseMatrixExtraction(i, obsData, sims, period, groupName, varName) networkExtraction(i, obsData, sims, period, groupName, varName) @@ -72,7 +78,8 @@ behaviorExtraction(i, obsData, sims, period, groupName, varName) 1 to number of waves - 1).} \item{groupName}{ Name of group; relevant for multi-group data sets; defaults in \code{\link{test_gof}} to "\code{Data1}".} - \item{varName}{ Name of dependent variable. } + \item{varName}{ String, name of dependent variable. For auxiliary statistics + that are for two dependent variables it should be a vector of two strings. } \item{levls}{ Levels used as values of the auxiliary statistic. For \code{BehaviorDistribution}, this defaults to the observed range of values.} @@ -88,6 +95,8 @@ behaviorExtraction(i, obsData, sims, period, groupName, varName) Default: identity function. } \item{covar}{ For \code{egoAlterCovarComb}: arbitrary monadic variable, vector of length \eqn{n}, the number of actors. } + \item{depth}{Positive integer, specifying the maximum directed path length + used for the network autocorrelation measures} } \details{ The statistics should be chosen to represent features of the network @@ -140,7 +149,7 @@ behaviorExtraction(i, obsData, sims, period, groupName, varName) \code{egoAlterCovarComb} does the same, for arbitrary monadic variables; e.g., transformed or untransformed covariates.\cr Here also, the range of \code{covar} should preferably have 5 or fewer values. - Missing values are allowed. + Missing values are allowed. } \value{ @@ -169,7 +178,13 @@ behaviorExtraction(i, obsData, sims, period, groupName, varName) existence of other ties is not considered. \code{dyadicCov} returns a named vector, the frequencies of the non-missing - non-zero values dc(ego,alter) of the observed or simulated (ego,alter) ties. + non-zero values dc(ego,alter) of the observed or simulated (ego,alter) ties. + + \code{AC_Moran} returns the Moran network autocorrelation coefficients + for directed distances \code{1, 2, ..., depth}, rounded to 3 decimals. + + \code{AC_Geary} returns the Geary network autocorrelation coefficients + for directed distances \code{1, 2, ..., depth}, rounded to 3 decimals. \code{egoAlterCombi} and \code{egoAlterCovarComb} return a named vector with the frequencies of realized ties for ego-alter combinations @@ -269,6 +284,19 @@ plot(gofi) # cumulative is an example of "\dots". plot(gofo) +(gofb <- test_gof(ans, BehaviorDistribution, varName = "mybeh", + verbose=TRUE, join=TRUE, cumulative=FALSE)) +plot(gofb) + +(gof_moran <- test_gof(ans, AC_Moran, verbose=TRUE, join=TRUE, + varName=c("mynet1","mybeh"))) +plot(gof_moran) + +(gof_geary <- test_gof(ans, AC_Geary, verbose=TRUE, join=TRUE, + varName=c("mynet1","mybeh"))) +plot(gof_geary) + + traf <- function(z){pmax(pmin(z,4),2)} (gofea <- test_gof(ans, egoAlterCombi, verbose=TRUE, join=TRUE, varName=c("mynet1","mybeh"), trafo=traf)) @@ -284,10 +312,6 @@ plot(gofea) dc=mydycov, varName="mynet1")) plot(gofdc) -(gofb <- test_gof(ans, BehaviorDistribution, varName = "mybeh", - verbose=TRUE, join=TRUE, cumulative=FALSE)) -plot(gofb) - (goftc <- test_gof(ans, TriadCensus, verbose=TRUE, join=TRUE, varName="mynet1")) plot(goftc, center=TRUE, scale=TRUE) From 980416d8b0e6e25111ecb0d77f2deb2a0b0a586d Mon Sep 17 00:00:00 2001 From: Tom Snijders Date: Thu, 16 Jul 2026 10:39:20 +0200 Subject: [PATCH 2/2] Version 1.6.11 --- DESCRIPTION | 4 +- NAMESPACE | 3 + NEWS.md | 18 +++ R/TransformScript.R | 2 +- R/initializeFRAN.r | 15 ++- R/phase3.r | 2 +- R/siena07.r | 42 +++++-- docs/manual/RSiena.bib | 5 +- docs/manual/RSiena_Manual.pdf | Bin 1412377 -> 1414273 bytes docs/manual/RSiena_Manual.tex | 124 ++++++++++++++----- man/RSiena-package.Rd | 4 +- man/interpret_size_dynamics.Rd | 8 +- man/siena.Rd | 16 ++- man/sienaFit.Rd | 32 +++-- src/model/effects/InverseOutdegreeEffect.cpp | 32 ++--- 15 files changed, 217 insertions(+), 90 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index 6b3ef2c..40215d1 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -2,8 +2,8 @@ Encoding: UTF-8 Package: RSiena Type: Package Title: Siena - Simulation Investigation for Empirical Network Analysis -Version: 1.6.10 -Date: 2026-06-14 +Version: 1.6.11 +Date: 2026-07-16 Authors@R: c(person("Tom A.B.", "Snijders", role = c("aut", "ctb"), comment = c(ORCID = "0000-0003-3157-4157")), person("Ruth M.", "Ripley", role = "aut"), person("Krists", "Boitmanis", role = c( "aut","ctb")), diff --git a/NAMESPACE b/NAMESPACE index 3029b16..d51105f 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -18,6 +18,7 @@ export( networkExtraction, behaviorExtraction, OutdegreeDistribution, IndegreeDistribution, BehaviorDistribution, TriadCensus, mixedTriadCensus, dyadicCov, egoAlterCombi, egoAlterCovarComb, + AC_Moran, AC_Geary, siena_table, xtable, score.Test, Wald.RSiena, Multipar.RSiena, testSame.RSiena, funnelPlot, meta.table, influenceTable, selectionTable, @@ -66,8 +67,10 @@ S3method(write_report, sienadata) S3method(print, sienaGroup) S3method(print, sienaDependent) S3method(print, sienaFit) +S3method(print, coef_siena) S3method(summary, sienaFit) S3method(coef, sienaFit) +S3method(coefficients, sienaFit) S3method(vcov, sienaFit) S3method(test_parameter, sienaFit) S3method(write_result, sienaFit) diff --git a/NEWS.md b/NEWS.md index 2ad0452..a388ff2 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,3 +1,21 @@ +2026-07-16 + +# RSiena 1.6.11 + +## Changes in RSiena: +### Effects +### Functionality + * New auxiliary functions `AC_Moran` and `AC_Geary`. + * In `transformScript`, the replacement for `sienaCompositionChangeFromFile` + was put before the replacement for `sienaCompositionChange`. + * The component `theta` of results of function `siena`, the result of + functions `coef`, and `estimate_onestep` have got a class `coef_siena`, + which has its own `print` method (to allow vertical printing). + * Function `coef` now has default `shortenNames=FALSE`. + * Alias `coefficients` for `coef`. + * Remark to console about output file for `siena` only when + `silent=FALSE`. + 2026-06-14 # RSiena 1.6.10 diff --git a/R/TransformScript.R b/R/TransformScript.R index 096a96c..0072b25 100644 --- a/R/TransformScript.R +++ b/R/TransformScript.R @@ -73,8 +73,8 @@ namePairs <- list(c("sienaDependent", "as_dependent_rsiena"), c("sienaNet", "as_dependent_rsiena"), c("coCovar", "as_covariate_rsiena"), c("varDyadCovar", "as_covariate_rsiena"), - c("sienaCompositionChange", "as_composition_rsiena"), c("sienaCompositionChangeFromFile", "as_composition_file_rsiena"), + c("sienaCompositionChange", "as_composition_rsiena"), c("sienaNodeSet", "as_nodeset_rsiena"), c("sienaDataCreate", "make_data_rsiena"), c("sienaModelCreate", "sienaAlgorithmCreate"), diff --git a/R/initializeFRAN.r b/R/initializeFRAN.r index b8bd867..4943b7c 100644 --- a/R/initializeFRAN.r +++ b/R/initializeFRAN.r @@ -271,20 +271,23 @@ initializeFRAN <- function(z, x, data, effects, prevAns=NULL, initC, { if (!is.null(prevAns) && inherits(prevAns, "sienaFit")) { - if (is.null(x$useOneStep)) + if (is.null(x$useOneStep)) # undocumented feature; probably meaningless { x$useOneStep <- FALSE } if (x$useOneStep) - { - keepStill <- which(prevAns$fixed) - if (length(keepStill) == 0) + { + if (is.null(x$keepStill)) + { + x$keepStill <- which(prevAns$fixed) + } + if (length(x$keepStill) == 0) { - keepStill <- 0 + x$keepStill <- 0 } } effects <- update_theta(effects, prevAns, - onestep=x$useOneStep, keepUnchanged=keepStill) + onestep=x$useOneStep, keepUnchanged=x$keepStill) } } ## add any effects needed for settings model diff --git a/R/phase3.r b/R/phase3.r index 3d2ca1e..7a6586a 100644 --- a/R/phase3.r +++ b/R/phase3.r @@ -167,7 +167,7 @@ phase3.2 <- function(z, x, ...) toosmall2 <- abs(sf) < 1e-10 * z$scale dmsf[toosmall] <- 1e-20 * z$scale[toosmall] * z$scale[toosmall] tstat <- rep(NA, z$pp) - tstat[!toosmall]<- sf[!toosmall] / sqrt(dmsf[!toosmall]) + tstat[!toosmall] <- sf[!toosmall] / sqrt(dmsf[!toosmall]) tstat[toosmall & toosmall2] <- 0 tstat[toosmall & !toosmall2] <- NA z$tstat <- tstat diff --git a/R/siena07.r b/R/siena07.r index 3e634cf..8e21f71 100644 --- a/R/siena07.r +++ b/R/siena07.r @@ -81,8 +81,11 @@ siena <- function(data = NULL, effects = NULL, stop("For piped data, you need to give an outputName in the output control object.") } control_out$outputName <- paste(dataName, "_out", sep="") - cat('siena will create/use an output file', - paste(control_out$outputName,'.txt',sep=''),'.\n') + if (!silent) + { + cat('siena will create/use an output file', + paste(control_out$outputName,'.txt',sep=''),'.\n') + } } control_out$projname <- control_out$outputName } @@ -256,7 +259,7 @@ siena <- function(data = NULL, effects = NULL, ## need to reset the random number type to the normal one assign(".Random.seed", z$oldRandomNumbers, pos=1) } - + class(z$theta) <- "coef_siena" class(z) <- "sienaFit" attr(z, "version") <- packageDescription(pkgname, fields = "Version") z$tkvars <- NULL @@ -281,7 +284,8 @@ estimate_onestep <- function(x, fixed=x$fixed, r=1, shortenNames=FALSE) bfixed <- (1:x$pp) %in% fixed } else # it should be logical - { if (length(fixed) != x$pp) + { + if (length(fixed) != x$pp) { stop(paste('The length of the boolean vector is ', length(fixed), ', but it should be ', x$pp, '.', sep='')) @@ -292,6 +296,7 @@ estimate_onestep <- function(x, fixed=x$fixed, r=1, shortenNames=FALSE) dfrac <- x$dfra[!bfixed, !bfixed] meandev <- colMeans(x$sf[ , !bfixed]) onestep <- x$theta + dinv <- matrix(NA, x$pp, x$pp) # This will keep the bfixed parameter values if (!all(bfixed)) { @@ -307,6 +312,7 @@ estimate_onestep <- function(x, fixed=x$fixed, r=1, shortenNames=FALSE) { names(onestep) <- fromObjectToText(names(onestep)) } + class(onestep) <- "coef_siena" onestep } @@ -820,7 +826,7 @@ errorHandler <- function() } ##@coef.sienaFit method for sienaFit -coef.sienaFit <- function(object, dropRates=TRUE, shortenNames=TRUE, ...) +coef.sienaFit <- function(object, dropRates=TRUE, shortenNames=FALSE, ...) { result <- object$theta if (shortenNames) @@ -833,16 +839,23 @@ coef.sienaFit <- function(object, dropRates=TRUE, shortenNames=TRUE, ...) } if (dropRates) { - return(result[!object$requestedEffects$basicRate]) - } - else - { - return(result) + result <- result[!object$requestedEffects$basicRate] } + class(result) <- "coef_siena" + result } + +coefficients <- function(object, ...) UseMethod("coefficients", object) + +coefficients.sienaFit <- function(object, dropRates=TRUE, shortenNames=FALSE, ...) +{ + coef(object, dropRates, shortenNames, ...) +} + + ##@vcov.sienaFit method for sienaFit -vcov.sienaFit <- function(object, dropRates=TRUE, shortenNames=TRUE, ...) +vcov.sienaFit <- function(object, dropRates=TRUE, shortenNames=FALSE, ...) { result <- object$covtheta if (shortenNames) @@ -864,6 +877,13 @@ vcov.sienaFit <- function(object, dropRates=TRUE, shortenNames=TRUE, ...) } } +##@print.coef_siena Methods +print.coef_siena <- function(x, digits=4, ...) +{ + print(round(matrix(x,dimnames=list(names(x), "coef ")), digits)) + invisible(x) +} + fromObjectToText <- function(a, type='notex'){ # This is an extended version of the function in sienatable.r b <- as.character(a) diff --git a/docs/manual/RSiena.bib b/docs/manual/RSiena.bib index 2527236..d75b24a 100644 --- a/docs/manual/RSiena.bib +++ b/docs/manual/RSiena.bib @@ -3660,6 +3660,8 @@ @incollection{HannekeXing2007 title={Discrete temporal models of social networks}, author={Hanneke, Steve and Xing, Eric P.}, booktitle={Statistical network analysis: Models, issues, and new directions}, + editor={Airoldi, Edoardo, Blei, David M., Fienberg, Stephen E., + Goldenberg, Anna, Xing, Eric P., and Zheng, Alice X.}, pages={115--125}, year={2007}, publisher={Springer} @@ -4881,7 +4883,7 @@ @article{Kindermann98 {U}sing composite social maps to identify peer networks and to study their influences}, author={Kindermann, Thomas}, journal={New directions for child development}, - number={80}, + volume={81}, pages={55--82}, year={1998} } @@ -6163,6 +6165,7 @@ @article{Lyons2011 journal={Statistics, Politics, and Policy}, volume={2}, number={1}, + pages={1--27}, year={2011} } diff --git a/docs/manual/RSiena_Manual.pdf b/docs/manual/RSiena_Manual.pdf index 5638ce1ac76e6a039dfd815e4169ba94b385d872..889b9869ac5459a039027246595c8ec080fe091a 100644 GIT binary patch delta 178312 zcmZshQ*bU!6Rl(0ww>(Qwr$&X^2XS)ZQHiBW81c!obUWM=jK#RcdhD+nZBCoHT7g< zss~o6*Y9Gc?bAU~H$h>k0s|6@L!|GrWD+sCa-XKwz_w*WES)Dq4*?*}ZBwuius977 zLU7>pg~=x&E*Q(#Bd1YI4hMadvRi?74|-FD94`kRZ+t6!4Ga|1QK-uV``~e82|=)F zBKoBvAl4o6AzX^w1`M|!1yvXO)%OHf65y~DVAMod)nqJU?^#uCga8J_2(E|H?1)4; zGbb4rZ*4&deyTh=dWv4$ZHoBJ24GoD&;oi>Uo#YW;+l9JaL#pE9YvH&ve0g~@z>UE zD^1}Sx9cbjOTwkQJv8mDc8LZV6}C_PSBrlq*hEp2s9hN{Oi^xe3I>wAwRT;&kjunQ ztLvc>u>B#Zldu}swE%a;snROlYYZ`7TiWne;bFIBH|=N1)JHl&f+k_@V=m8po1+jgWw?m*TU38oX zc1U%KS##b)fK;(<3UA@hw;z&^qZ0YgW8g!hS>h)iH{toFg9L^+tW{J?;G60hh{khb zcU@U46tOMfDu-La>Kg8+K5Y{ZkW_bDi0yKdaGUsVGP^)zk*gP?;azOJ0sLk`-u;+Jn6~#fB`xG7T zotEJO+@Agj_44*s^RuTMk>@ku>xiz(-a7Vy=mGvl8~u^k`di55T$|uTppV+HiB^nJ2#>U9#(LzEWMF|jNCvFiPDAXvYJh`)88R-eWX=YgT21_4eIU20 zO#DRmJ?l8pE4ILET^$7}XpW~Q;902*!rI7ZOY7B=55h#TQ59Fj87Oklu}(784X_~# zYA5FcXcZ|K4r{O7q56lpbECV6u*(mIt=-iWMqJHr-U|XlwAx3TGpQ7qq+PilKgEqL zp*9P0Spbn<;=C1$PtUb(5bYoMKb$43M1-96o?9U)P&kJXAYVpAU9NmNo=ryT$y)3R z>2(3%r<6#L?~$!HOQ*=rH)Y74gdSBe@#hF(J`FA3b7XWoMe%H?S?q7sjz!C(rzljt zNvi%2uH=&I0|7}LlbI?fhSFtlFIJ&^4o)*!bpTl)Y@_BkjN)uK7|InU5~yqx!#reW zfu~6#=aZK-76>j(YA?ag=zWN+yO^HGh6=co>cTg6)hWtygk#lx-ot-Fla}hhIxAo@ zu3b&riW!RO0pjVpJ_nN|0xx0$@n*+c`!7dDVy|Oyn0Jds*LL$y0X;UK#BSM3n@b3`Wmz|MeHLh9F!bxn+Fg*WXmSZd7CYgI zIIOfaLCllby48)x%e1)kwL)C8?G(o-6^1Q;*$<>?K0>Ng#7*q#qhk-1`t?j~6$9b8 zfmz3CR8Yv{00_Z2;AVJJlFFl?f{xnQD_Bk;u|qVFlgAhc$w@0kdxeeK_FlmVprMf3 zS*Bo)kpZ)iW_<1lnpS*=>T`q86p+G{0fvr$oBN@v$Im!nh-n%jlz}K35%wAq$4$_E zToXkosU9$rxe7>GBDIwkh_ImXPv@N`&l`u%9I-;N04b#Klh6<3z!2>-kl6QUWY~ex zNolcA*vb}kcNoK(Ne^HdP41I_nEr$u7Zo7e1pL8C68i`v;U;0*vY`K!cs}d0B=PypsKEkf9Na z(-DkMyh5lL_!^JFQYD5@Wk!)BA{Ivbqb8I2*;K7>Ehd{wV}b^ENJwc2Mm zD=hG}&gFT|6t@F?eGfgX1~+lMvnl-7@g`E2bssnD-^YC`LzmiYQ7hGA)3UAh4bvCu z_#}Nvuk4_c(Z^=fLPJw!co)s&D_RJJfDA{q*UaNG#5OdIbiK8xk5l}7z_HFxhR)EK zUE*YGbC1qOxVP4B>Qa~4CLx3ML)*}UMUzzwpS{vX#vkr}+cvDb!wp~dgGn)1W6Hzexpm0=CWA=(l(BU!0DNmC za}&;I8vo*bPsI0K$b8tFMlLA}^sG)p2Xs`~bK)iMUXAm`_8?6Kn$4Sde+gBA-GriAoB3R~v%{7A52kf}*^D~g>7f<6wyiqa z>`x+PMp5fXyJhJqLT&L@WY4073OYYr6LzJ=@8!@2Etwl5gJH!tfSaCW|00-- zBen5$gmZ^+-~Q5_r}O^j3!e{QbHC4}B-~})B#OT_oE4I%Y1x?W+&5c3%Yp9!wfKJ@cKe|L_G23D>Kg5;SbHYG z-BSeg-_G|}x<AJ1~Rz3G`H$N^(X1T1JX5*)^$@Tx8Z|b&`x~%ky{l>dne%WEzF>m?x zF}183W00#aD{)8}_3q7WP=~fz-t5hW)0bI`u{t&3s@6+H7w(^vJ1rlF!Eq5Y8lb>g z>ZCZIK~m~Ls;C_lV(i?uNH}{6tLUrJn>H-@uKn zU3wh$#Ti8B?S&5@?xW)NI&EMg*H@D#KS^7@*Q1|9;+<27>GviD%U;=TbvA~P5dEUP#wnup1t(Wa<->x1d-_%i|+RdG%4t~>pW z%@Wi~bVntA@U)gx%)UI;Wfw8sdYFs2zdw1ul~}NKdb@qw-0VAZq82N< z!+HfY2BsM>r;@4`CsemPL9)$zav4r9RzyZ;?NN3vV zu>?^3Rik3H_(AeF)NZ=wozBJ0t8jaAcd9vZEdP*+T8D;M_A-+xcEbZF+twn5_xbdkWhcnI&LV`~E$G;WQCI>k^>ym?YNOYYqlbg(rir!i}Rh z%h8}C_y7gwZ^+$|25HhGfz^wgn}vN1<Ry$jJhRreR0gB3=<>pvXZQeexVltoA$383AHN#=VwAWolP#Q#_jhnoPuFk!`sgMp&*FGpZ`s)r)SP5)IKaRi%Nh|wX+fMFt9jmkY=4Em8~ zHgPBwE)Cb_GG&xG;6j>yKSJq9yVn~HixY7F_3^GLA4k0VG5kXq#_AUdZtR^;~|* zgF$Q>@H6<5Sp0Zl8@X@9Nyg^&rhTuFinNfLIO$HZBKy-hbYc{1G#4 zigmTEUdetysl2#NXJrP(L`SoU?6vMO zOcF+V4N(Ir$ubBMO(v(1x!K`l%XF3$MtObHAY~m6e(Z1xKbPd$3b8yQm-mP&yLF)e zzIz~qTE?aS-0?R_@*?Y5MFjK!smx-XMH0! z^A~OnS}bZzHPO9wrnvff*BoZVZV=xB(a-Jy(2FzUZoV>*w__9hsxV0*rgc+8r_AqT zni0k|dL-OOlFZKbr%!hm=Cyy9I;mjc46d1gx+yNE8k9fY_X*?2NS(B~UHGuLtwrs3 z3GfoN@0hS!y_Mu75<&ffBO4k_1xRpf;g`@rEjZYw_#1-0-ET*=v6L0aLPh0G{+t>C znh^YG3i5e+uzx?KKvPPietAYwXtYulf#Qids`EP`%_9%LmY8ix0nK`F&>2lkn$vY) zZj_zNmn%OuNOd!%04_5I2GjH`M=%5~SK8m7nYu;%+1EN zY7@V;s!5h*${fYx?1-B!yI4C+uR@gW*3HsZ-pNy!8_m4^U zcc^Vn+Q6mgpd9R+X-?c=)BsJHxJ`DX-cybC%_z8PY<^K`>CW(GxxZ*ah*|WCM9?5L zqIJubloj+Is1x?67sEbh+$NJv)@m$Aj40pvd|5_pCUd_Up3+g`XY{`p;9gB zH8eKWvYBQM)rLhVlC|`Xt2hFUjeC%@ANNKICOZpjS8i+l{lA3AJpr9;3v`LZQ0`fs z6g3;y+7J2m_68Pm4Y!tQQtClXA(S8-c3-tIAzZ{(x5t-*>JEHsb3({Ab zUoav$ll7dGTh-|hiuB!QnGaTY&#b*$XZrjf=FrXVEtIz3*mz`uCu;*wczzRiHd1Ri zV4nI~{l(^^*4CXBiu}Ay`h;|=Vpx!fgZ4ma5oXb05Q)e6PXWH9TIuO^F8oZ@2l}Et zZE_pysj9)so-izElo9ZmzEf-x`1ZurcSAF^LhEBj$Y~{Z#HGSTAXE0~guOWRqI8k% z!6d{gtl`CG6p_%gP2}V8{Ui{rqh=bhV@O|CM7x^hBAI}j6E+nhH0Ets zg=Mz*P&dm-hByon&3egl#wE4{CaaU)5B`y*UI|4cR~a#SBk8yxTp7ovoN0bTw|cIO z17V0hPQavNd|}o6)b$(im%qX#B7I|>@J;^$2rmY2BuV5xR$>!OG$ll3(xj(^G)nPF`pE#$BQm6zX ztW5A~MucHg{KR5sTt+#(xEKbh1myi07=DoSSLYaa)H`;q#R0rz{`iItAZ0#j8~h?5 z6fh5)$&=>qgcgd{Wfd(ZTgSsuhdT``a8iVz#r_jfPH)nTg*+t@16lmqHLnjdk(INq z2m-($ZVTE#za+!ehmTvH<2J|Gt>QJ#B!Cz!q6GiUJcGaH2I~Etq)xWNMTXD&@3y^B z(Z+H^FtsPr9^r>9Ol^VP{Mv91`Z!SUM zsU9k0cbFQ`(>ZmiC>Gy}i>R;_9A1N%r9{#?Iq&Sqd-nEki(fW#7CPVeU|{5rzyWCI zwe~mP9;+(*2USofT;hb(yx@KFdVX>W3u{&*zyO&uB%xzp$0J;wZPzYn{t%Z*;9AlVy>@?zp+cOp;iO8BCP31C8Y;=& zNBI)3>II7jHqX!ja`$?Vjxqw*>MlxY)?RN?Uyx2%6g}e$+Rx;UU!_}K5T)ZIwlDwV z&3({}591BvjQpvZU$9MFP%ob@PeFVSKkCqS-ja-fyBnJ4U9UXMGzjLCIcNf99&@!Kuj2l6&A?)(l` zu;Y%uBvz6ZgZ$oUy^2okUF_fNXFh!=34PsE^T(WidIBe!4|9<>P)}sOimEZg*R58@ z?-9r_DTVOsZ()G=^zQ)GwC&tGlk==hP>E{k2?c4(xJ?*pw zfeuikDd+OvbJ%mLVd>4xW>NqorC9ifk1V73@M+~N^$AERJ|vTj_ba04=i|m0SlaY_ zIOoOC2p9zR>Sky&^!=cHFUr8cX}5Q~_v2lpRSRmyIX7zL1*p)}iw4ssmnFe8>e~OF zt5bkZ!zov^awqA|b%9N))5>-+(RND{hZ=CP;*C9ZR>7;%X4!nvtTBfX<8>w3DmKqC zl`PRVr8c-Y{^oSJOi=S&#Vv#T^sLWeSC&drh*~l~(K-FqokX!ew<=~~+w*1eiA*PI7p#4<>lRGKimf<3ju<+)T*9|!0J z7SVxN38?jH7JoQXYN@f8x{;4r(Pv#=F29Z|o4ZG~?Vt?Qbq|Nc0%_MYgFdus)Er?> z5?+7?!&Ug`PRy3r%)f^{W%j&n{H?*HZ;A1zQ!Ai6Enjw2^vP%UTt)1<6VVBHmbqJ* zXScxV@M=O67Uekf+B}BP?V)WEpa)nu3-uvJUG6wo0y9Wbn2VwEba(_y*zsP5`K<9t zfn%ovU1;lRiXtNz$0LPe_p7Ct$rKsh!ug9PHn}!I8~uJK&9`I*L;l-5x@1DUoy%rd zOohj)L<;p=&#*|DM60z*_eY1~t*e-5bRxQ&n(o5=D8{+oo&#FbXb0tFJO;>)PsDJp zl`ecT3wJvxUh$}8_R0EX4~m6%Jw~Sc+7gROR%?NKsCkNDam8_eRP3}!&R7j@N}XUWDk_o$7Jotpide|C8l zYLw&Fg*w^JkfC^h&fiTY=cG(YJKFOGUL?vivJ^FCI=DfE35gf(!UI5j-HYLHQ2st-|T?D!pacEpUWJoVh=T6hQI_RJ;(uWPKA0u}GdH zZhhVL*f6Ydd}=ynrvlVx0$JuG2G^_-d<~Lw$o|QrgM3~CehvgeY^AF}gD&oPl)9r_ z3J?JKwPzF}+H8<$=qcX&Hmk#2xTMi<^5m<43^3LCj+;E}B*JFj*(|Jc-43l0sU=`% zxV~2wOU_g~s;^R(*0&xFL47s8oCgw(Y?l~U;Si;Bf@2+nZ~{!W>-L4{f+hKm1J7ES zNacRX*iU3ghHph14M$x@UuvV=`5S5WL@xP`U{#E^CD<``7C2<9pbJ&VZISB0zc+4zkvz$*PBF5fIppp^lsj8#LS)KH)YKa4rghL$8J z)Wr%AeOQ^?NCDK;;!1jpa$I`HwQ@%?XxE5Gn0g}zxZ(v(W`%BZM%6~4tJf~-V1fq- z)fTPMxW8+P6#5iZF3Seh(dWXTFcbN=0*{%S-CxTXzB02mZrpqhHM9l1>%ZfB#DDgG zd~LXQ$97USBA*b663_X`tyD8w$sYpd>uD#SRzUVGnE@W8~TWOIWH5dLUTXUP~=LsMjK4iF8rNSVu!qNCA$mJ*VZP zH$cy))cx`>4wrjLwE1f84hW}$+7w5;rsgHN*KjM}7j{#U zQ+E%=yQyn1gwX3D8?1#3mvv@z9X!B?6a^Oih?@Dh6HxdR2&= zHAzEFQD~RRVJLv{STnE$_ca(srRW(-ECG$>{p1mWShkepmbee#DI1*=CD97Tbh$8D zfy!<;S7_14Y}F@?Duc@TVB)Ke0p*ssDpYLE%;g*|BLs@27!j~6^EjIb=~|oCAx1p# zRR8UOl`Ku6754BaW0whB@q`PGaKbiqP*GVP**Qq8y_yMA5&6a8!`xH5cB}kK8W5mJ zJZugb_*)wh~5C%xr9GZNJ{)2oHM_1eET*C1Cu z?S}8=<7U|Hw$vc?CiU0j_nnoEf?t->(7rW$CKVQTcH~5%vu$zY>*T|^6QCJ-&;GLb zv|9D(aB8si84#$NB;gurmc;lB_nBj0f;_Yc1K`b?ZaDi?gJ5pehG0HGz=h{Jmv>-D zz5X1lTE9)Y*?fPlTfA)5;=KG>={eUw1dYnW2BdLf>#jiBh7TXpK0p^1DWuLT-)m#H zA5sjctbQ{AI6USyG}1Jt02Kl`df#C!n7f23?Ve@_IH82YrUvmH_U}q-U?B64?^fnv zqF)AoNYgcZsibX-IC`^#>KYKh{v09=)vHdBy7fgjIIMek2&;!{;%NB=aTIP6(r%_b zaY3gtpsWz8d&b+EOI4YiF+oZj?FJU(-3VG;3pU=9CBQpgU>Y{GiG!Bc!ww4--S?Ku)X+^y=Ya^t1M{cmY{(*uG zcaMxeUkkfmJKr6eO&j#JrA?1F%LCnER|(ztcoR_*vGJ{v!h%Qt z5czX0WN#gLsc`ahQ1BMgSp16Zi3lBG-`4VEZ&5WwjFd3S_5p;qhSD;~Xm2FHe}cAx zxJBG>bZ4ceR2ZT8+m3LcMFKQEcG`rTM6ehAkIZWkfsjEWPeNfvq)U_{vl3c-R|jU@ z2fgm+>--6BfL+Q)Jl#Drf);a9A-zKP_n@!Mn{Qrn_lf}Yi@Jo=Q%u6L+}F;y?A!%E z+akgq_cKr#h;+yxB@mi>8L~o)O_>BgAL@In7v)KPIQp*;tWNkaB0p=525%0ASn5um z_417vi}~reYvZP)Au=7GMwJRknbxqfH6Q%c+|g(Uz}|-ZtRJ$y1f)qw*M$wfl*6kn5oSRrx>rC3*`!d(^qoykBgVzuOs)7~Vt%jJ;4hw*(! z=@8nh>{#sCri)B59sYo$=0q((!+BhSi?`>LkH1_u-&N9OJmU{OqkhF(j zN^&3v(02MCO~60}AR=^N&*DA)sT!D05yQECAS=YF4a_dwtr{QzpP!5@(eqTKL2N8I zY#?rE^??x^m`3O0tg5RQkGa#0L~Klu=$58|LaJybAht;EPVv)AlcVORi(x5bjZi{b zq{juJCZi8tD<^Fvo=5{>&xiAYZjs4~RwiEu$RP3A7NXsVEBoBz=1O?X#kF|(8BU)G zqQHa6Jh$9xRbWO3RWRni8mY|mh6KWvg#;*`|IR^PFB@zc-J7CgAj17P^~p72&Wi*C z;4b?KtVC=Vgz#E|QH&fMW?ta_q7WzzZqlaG=swKzn1?(eZ#R;t3pd!vqi7*21an~n z?oV=vz?u>7poC+BF-VGbq&M`Vi$}-2_K{Jsjm^U*>BTpurA?dJZ1HPTg1q{hz_<_e z_E`mDtUSNlVEySVp99#aNazqjb$XB{fA2PqcKD4?r){Gr<0~jRmxh8xu-QP!mPjIi zEbrrguH+y`fY$|Zf}U;g4UG)9r$z_Ce?ThyzSE4*pi#p|WkLQ6(6&)oFo>8m0wp+F zz%q_p(q-%QkAJAoUysg{!|?Jrb7!lK)zX}EavvFPRIQWRWlEV^GK;2Pejs4!WR1_p ztZu0?%qT)4r~n|SfYhw;n60ntoTJ;k+nt`@_!C@mF=E)3j;`=hbTMO&4A~Ht^OKwU zcY7ZXR}P+<=T=4u`<$s>-j4a_r5eZ&KbA~A4kqms&PUzK?>1KEVDcYIg}o%){QjS3^{%4N;yHh^h*>;gO>sXqFFL3I{zY7 z@@qxSWV@vu!jvp@d+v5jZtL^3YubZA7rP+D%rcQ`_DXMY+p^1#tb136mN2ds;8C@e zC4066ag$-3L~j_N$pw8z+n;%?(=w?;4A+e1d|Uaz@@B`uqavALo`oN8hnl*7RR2#5&A?1e3l{Jdp_@7#3amohB>JcKMNuQ4G1{Fsm9&N! zKaiLs`Wc!CVablMtVaWb>>#%faO$!emoJglN?_9;nmtaA_=?XkdECmKdJTFo14EVp zF=hSq$P_j<=dK@Y6a*cVN?S!L1ZF6@^4xytKqU&Y-gQ6U;T}UOp5!n#hD+XtPk;6jd?~e8UIH2jSo#v1pS6A2 zF5&YWAd!^WCA7huzY>e~37HOSuthWj^yHlB-A*1SY@Eb$51lQ`??O%zx=~E%QxBq(iZV>ULr|>`T!F7%VsDnay^;?EQ49k z6(rDJNia9}eTQg=S@%N%AR#H-Y4mdMxr}!v*_9awyT}()mUFBN3{U5{$eyGmpx>Ni z1B<3~rx7^Nddy7ZzxFkZD668Cpp_J6g8FP;@~$2`EMQEa(^rg(zS@UyEw#Ugb2#q~ zyD{sTQd!fV>Nk4t57sDyAWa%Mpkv9k*c9=LV+}?L`0%MUdceyEP=Lw=?vxg+l-8a=SYhg)%ucfwV|=X_mHxqXU8v%V;B{l zpTppl8+a>ZLO?>2#?|_B#)8Ip)5=Q0_8h8P?;o}(J0hO#b>?WWIM(c}S)G5E-m zj3IiI=hQ*5E)UNDs)16<(7AnwkWG%pr|=Ch9FI*OK3a*SZJAXLeAoc*#kL6M&UcgW z!9&>9@W&b{k1&ZT1_%0X+aQ)6*dCCKso^{K&SR76F|)Ns`3HNByQ%U7?D#7;1||WE zzKNgpC@Pu-svw0(70}2-(gB5Hxmf|`&(1UbF~wO}@KJ{V`asBl&wdd-r|zEPBpGL; zXg$xGRcY+#%J4<*S3R}3pPfd=$T#h1F_Of=Zsot{v?b-M#px0M&g4Q)Uevk=rrBQ1 zc=~%9>W}coE?o{s_ssOi>VsO9-Wi>2cSak$B26AIIr)PsuBhNDaGb~L_!qi?!jt{X zA+Ar&9PbbS`;-SZpFV&rO{1f<{KyU+?GdJ)wUsA#XrSaS zCmg*@dZsnDk~ByKye;A&kQQg4VA-gvP~5F?fBx$Qh}R%L{#!LHZxvT2Aqs*k_tzFl zfw8;FJ~YNLd@%l$_^5`F5uxD0-HTet*_e$Y?_)a=i z$(7~<%v2DUJdH$m`sF(rpio2VJM(j}9S7^40=<>b02d{vhjB~vmb(bfu5v+C+gJ^~ zqePD$%Yot4Lmc0(ETgD~c2v?dE10Pjw5oY*tn%OYE6Gks!_f)GQ%;R*Zt(an;Y9rR`Qj@voqbVTGcC&!gVZ5@N!pGQH6;aG=Tm5Ykl@K=fo zZ?*qnd2J*OjadBo+Uq)2Dk}az=l^#L)dWarYV0TlfwFM>(nd3#0u9~91>2X#E zn1pOonlT%!wrHrDSfkl2C;3*QF)Vx5!k>&ZZOFzhJAs@Duw;IOw6e?vDSk&IHA+4j zvt(3cLtHPKVS#el(74>BW}s^)rxYk>i?tvnTg&V+|EmqFq?+YY1*dW_Ut4=*;kBS4 z99mnfybL2NRa}f=s(mL1wNL?zz}GwhXa;|%g3_w!iUs&dpAds>y7qT6k+gYJCxK2B zl}cC7B#6IZl-pYKDDpT#oL9z~u9HEseklG0sJ*`c zPoK!}C-UBFY_`l7?8&Ak%xA#OXES}j+QU;Clj1=a+m4!ecyXfi_u|I!?i6|GrSzx^ zUmhiGoeFPI6W#qo1ms7Mfh&A_U_$u{^>(1RY+sPy%cEVDwq+U}5VG@P^;~379^^u0T$N2#Z@>QX6Y>5QCYWwI zT(&xEs3|qS@8AX#mi#@`Jzm}{HH~>BHx_X}!$)&v9SG63=^*SpVR@JYoD&zx#{Y_d9+_02*VTBoI?ca-1eC4$4^iE8g&EL=2mBe_`4g5& zspn{edIQeM=39}6iB|*(o?DW265a%06c#n;{%TFjsG!sOphU&z3#eXx`U(omod8>( z!xNvYlF~)*((4Y%XtzHCa8$kDhv6~xzS6~xBKDy1WT6$FT9|i6=l%hH0L0X|< zX$kl`78R{aMXkV=xTFJe@66I80haSuL*#KI~PdIJP$a+0wIn`5^H@N>rqk9s;%z$6RS5g4xd?Ee`b5*=)F15WK-Y9f|~l_pe~G51&Y zXfQxt5}F#8lUH(1xM8giR@kz^oFM|-TN*XhLGgyg6V}o-?fz;6#_p)--ro=9?=VoX zezcO+XC@y@^r8U>*3>tM9rIWk8uegA8g@W{C`5$pmXKmRz}Exr4;qn7v_@F0w$DzL z$8S%FrPhf`v+g*pI_V)6Lz&9DK!F7);is~C-mxPEyT4~L%|mPPayX7(gU1e2fAzrl z^)#B`N5&l_sRKv<`&U1Vh`wkOA6dSV#VUdBlsE^prvf8>{G5SsP?rgdhCL?lryy}? zDwA>;SUPVoK*60dDn@zt?g;y5cL4pvAy-c0*io<6KrIS-Q8kIu`wdrb$rzbvR*ZmC z*#CaR9fj~8g%v-eOcaz@ z^d=cIKVL^8IfKfYRnH`;b98Jf+W|e+gbM|J`U*N^E`Bd9SScJ_-&}^3ujiZXSpo*o@b>xz(eAw%URJKDZiDKg$JYFdc-9OyyG8l=xMW;!JnS$g zenpX~QJ1-}cl%vRvh>&z>vAvA4@^wQPop>CG$tX+=nmYX;tZQ%k+* zj71FE0{WXqp+7Q0%@T(W6x9J#YT@v_1gPRsS^X=9Z#F4#e!SFcj*LZfD4iHubTA*M zQRf3)5H}w%1Nvr~L5E^;r8d;vpqk&EMTR|C zf8RZrU{#(0a)4ord!LW?JsymZjgz{ias|h}rP8{cjT43r=pgQImy6{{E^N)3`L2Wm zt9m-6Lg5JyyGa)S0J3AF}^3g zc7EFl-;NHIz{f>jjwegJ#S(TyT`vZs4&jegq>C#^Y!2^Sl{wh7D~tcqqg*l-&jbgW zHM@M!`UFDHc`Uv3Y~sY2YVbsm)g!Y0AwksMK1F1Z)1DHX6%mfIJK71)&!_+CYp+ks zXM!eSY4H#$=NMp!pXo*r&4-j^0(RerdBwUB?uG2a)LG2xn(Nm50B?(IY7TEi#hXoa zuX0*kQtJqG+|3Z!rBs!0zzy#*sd(9CxfQJ_;EN~{ThG)`XO{Yn2xeD$n_ATWT2y&Z z(7zW^a*&F)BQ5+wWf}k5mH;2m^X(vu^(A4R`=E#%;(5U`gh zOTipu8P-SX$9um<;!%8w6nU`{T+dxZhtY*Fh$F%uZ=RnJh#LdJ#5|`KSgxhVuyynl zyL(LR7yv*7ruRAc7y9QM22{?&jfWjfRXH4f(W|I`y=rn$$^M-{$6eg8g5sT|QYoh= z@y+j-LgkR#^jvHOMEG$@&0<_@i_}ysRUi`9vECpCWW&~b&XfMesghx^cW%`97}Bkh zDa>~+_8=7l@Nh-k_C$!s<=gF)BnC`zZJC2}_yAxU%4w(bWgK7*M+#M2AZIBgP8dE% z(J4Jmn5F#NMAkaN=E-GlG9I2hkbXI12EP+VMvom;jK(vg-r~zT)hyk606u8>CL?*r z;Y>tKw*(K?u}J;jq^p=qEZFE_h3&DoHi6L&;xl4wm+@@AL(jp4^yL0WPJg44LNUdR zRs%4#08J!RND2T=^unX!5J_^B1G&d#Nj+{$RtVge1jsm9Yi$(*O zcx4=jf?!H!tnfku6EI^gPxVrUh1$={N&&PWZizzO;AueaShv?>M3zw}B_i_3zLI4R z5_@o<(E)~LbZ10uxKetJw#ql)pF%@R&ucD8N~s43w{1_8;A`mVw{f#~$^bB! zp`(&Hea~~Urqu{0v&>fe@j!Q!AjoZRu|=`$yq2xQ<}mtsa(BbwC7(gK7Rm%;$H4J>y-c~o!2!v}l5(u582A4)I0eAnWevit#L51_+Lbemh&i*Q6;wQySQUs?dIE+`puP8ZEBX|UF z8JLA)*J$Rded43~4vb(W;VH&nb5au^l%P=M*&=&2ct7Ti)v&-WG6h(k$t(DCpS3gOKp2>XjmaAG3- zyr-2DFU95Z==`;(*Nc|XkGbZ2Iv)+Tm(N8>0=g7sk{v z`x;+zz)APWoA6gkS@=oe4NFW@ST?SZ>Mc!FZi^*Lz01a_01RMby&S!Cz`|yl=&TkM zh^IJ8E%URVqmCrbp)8LP8g6=uOb&O2MM+~pqY;d=L5UB%Cxu^*> z_9^R#-$)EZ$m5G;c{DPYDaD6n;RPBpH32a5fc^E8IcOjuX0v|l4Tait3UyI{{r+0% z{=Q0uEJ4r$g9oG&Uh}mM*)RZyDS54R^l7zT#&uaV6V{7*YFtI_>6HPjka}w-!`t#` z;5;%!mAWyWJ{G~fx(ah~-gH{_VQriG?J#VFEb~?^*}_NnICm=%0D&EwgH<0MmCOUv zxwe#wX_iUXFz$(YeQu*eh6j^fdG&VbFXY^0GDId}YxuF7-VJ%8Vv|Txs_wq!GQi3eC-?Je6_Z(gu=j%kkNZO8 zl?cj7DqCHhy2iz=?$n;a;v`@OnB+*NeOCnB+UeeIAPD}B_O9apO21&vCLPpF{5%|s z3ti^a!~pn8N-(43sBAA6`hNZd?JSqYNqcCnIM)q|vH0EVX)rckhpznA@yIXG*8vcO z!Oy+~NR1VEGXjis<{%h~9;@?|#a=wQYyi+()eF!q<*l>xu`y2ASkj-tDezy` z{BIM`05kgPueBiRi&dr9uTkmqX)wZ!D`_dgjEnk?B_pW~ucsa8T0EISH37sq2k+IN z2{NwY=!Eu;0NZdb7Nt}C00q2v&^|2^A7l{CsJ0xiJ*A1cwHk+xX(}`v-RaP?TxSLgTwE8b(xTzRjM7=YnNWmsY>_Adk82%L_?5Eydz_WqAEy`~ivoRQ2 z8q6aYM;fv*I5l8dTgL&H1H=FIKN8_{kQfos0k$Y$bII!e0BS&$zpz^%h_XPtK@cd) zB+AHmzv?_<2m2Ckz-Sg$|#$XRn|pC+2ey_iOHjp{L92=F3PFAy!M=I-Le{3K>)MOmP81Sbj-1}S`ze=*~2Bw5uP5XH+Z&~(Vc zjqFK9E0oJnT%;g4vAgK9=)!vyeGw@55<`&Hf>kkrC5|v4v8ci)vIH^mO#e(ZfBg9`F$kTYZ>Uv^jwY8E7cckr zPFX{i%DJRP-JLoUlO}UpXQ)71kQAOs2W;+UZ`J%Vy_n7hpN6AWx#gIr!^NVVO%yGE z{(7}|e>_+W7p=18!AWyIoh*u2&cV0nmXDirG(f}E4`HWUfj9>lqgzdP4(>&_TI$@2 zyD;Fc`~;-t>1;Y0w9pK2JUUm+^Y&_?uJ^W7_S50J_5{Eui*~Y@i%Tu5icaU#%h{-% zFI{zc_IvwgJp6fjr3wvv_L{(I=v=1^{XQMee=v#6QSfaDG2N7SDiYtX%e1W?8qwv$Z7-A48cHI z79KxniLoI9Q?j>dIBV*UY?iYQNLV}>O~^nfCQXuKIf4fZJFz@}^>%#qHOC~s?d&Tz zJFns%q#+#nUVPjik2d(Y8Jr|pqkJekfAbD@#zWaDwLp)gWRTE+gg! z>b!;%td3F-9t)1kSxfm-0Wsi7Re39*!DRez%sn?ff?*T@<|dfnbwd4k954Z~DX*Es z$f=~r><(ss8nthAd%Zf;LUMGGO8!O&U>5bR%Lr`2y}aH|*-dkHdRpdh&WitP2F*X8 zJ(2%@c)wVD`dia{{`^_b;c(`9e|n{dBYpXy`R{xMvzd?E$*>v7-&eznchlK;@&4mn ze|q!w$KGTKKg^6eHzGfU8@6yKQkN#y*4{2j^mUJCZ9Dlq9=-2R!`3D(e#d$U8$~+U z7bQlbi1y(SSS4Q2T~Y|zP9d0$j?s7P?1ETM$C(`k?UTKwGr{;m$feFUfAI*JOb_K- zc4kM2ONWQJyb4y-Yc9=5E6ORE5!I(+Cz4%8OWIT3lfVAwayTCkM?KbTAd?ii0kP6R z9h97w)3Jb98k4&%dqS$UojuWAPLeiyuSn}7=;*rjbr~_1x^~9Ia+cVwGkk=c`gZGV zB=_*$Ium#ozv}$|V`og;e|E;^PIi_#Y}uKsNuf*q9+Ma?2mOu^%26f?ujM`fQ8sYu za7q%j>$7ep_L`xFiYH2jk-mxN`K!@%@>e^1*G@+5mbJ0HL+sh;yd-0U<1yKH>&!X9 zGDEk{&Ij#$$C;fR9-(G<_*0$D1IIorBI{Y(1} zi{7-8`FQcAKNyVQN+w^!@QC#ysBgj8AsE}^DH_5SdmusrNOBz}w@64A?-Te<)=XMBm1+m<=cM#ccekKOl}6wSm0`!X^L+-vVUxWpvTH9!Y|X zU9O@lidsN@8^wJ5@v1)zIlw1_6^J7&cc>zWAip#6mfZ&YWYK<<3&&&sv9P7-vj!JcjRF_C~iBy+J z*PVT@**b$R`sHhFCg3?9bepi@V%K)Gn5q%A+} z`J{vEWBKf>V)0hX?aooKAgd?XeZ|6Z0S9C3isjcc6MHe>b){903Tj7!!C61SM*Uz9W#_ z;{k9)fo;myjxZh2)qyzj`2@00!?p`ktQq!sH(LZlmbz~ZD>!W^JUpzgQdYoPexd3m zTMS5G>9b%$a}7|RFFojS|?U(63w%WV{4oxg4QAL)4r zvXk-f69PFom$6_A6#+1p;VcL#m%Y0J3x5_)m4^Yq_aTRP%XaO<7kg5BNVXhGge0y> zLd!>-$*p|vS%Vg(rzT(*GyyWKya)KXjs`Myt~iRJoxw7$}BO9RkYeF zE|k42)ZNkbpkK{wbrM*n_(dhE4u5S3D#x*gvv|U@o7%nYdD0z4P7PaWr)DfW>!x9A z1Dzc|-)T_4{{$P&R8V#m4ALUl+jEH<`>l3;+3?~4j`m~+ere0f3h5)y@M*zdC|g-7 z4?^>aD!r0duv^lWC(shLW)Gg7es9qnP1Pmb(33n6dC z_w>T*q8rj|>_xr+GdH%Z1|CxE#K!wR%#?@2)R&{YiDO$K|6Gq}{$Oaqv(YhddS919 zz~>T^R$W#06;s>3cfA+Maeoy1&A_1NW1gC_UuvGP;-EM9yh&8>a7KIK$UiH0m|6%? zTgiNf3|^>E75UEp#__H{?VilNfBRzhGkx_V#Rd)S$j=huj5tXy5=so1KPe$FN+&nG zAV>TKHGxra%LsjvG~MYmETU{}^S`$(#TBiLZWbARGeF*w=O^Qg7s z*^!IDOWjrVL0ka71M`jKXbB!RlcSdpo=MMit`oM4R3P7>7rBW8?tV*c$cj%gAbzV2 z%Ty}p>VxIcP><6b(uz$~m18NZc9i*%6FrP5FA@_cGoy1t-a=}FqakS#?@U%On^Q?x z3cE6`fP*QX%_P13-+u(bgw7SSI2^Ro;fx~)_TII!i1xq%ZsH}co}8u>C0v=rYe<-`Hc^3+>8%}ionQGMhShAL}qJFLIh z3wbB+y)D^47c|o#MC_a}BMAy=>ek*LzyecSlQYBIyMOVMoPQ6VugXU|)MdAkO=Nc= zJLelrJdQS=Z@L|>6tjmTm7H&mmcAd{J$oWfEIkq5(G$7a_K!l*QrOYg%L<7T-hw&# zESe`(^1;^%EK-VE>jKM5!a4QPfTLP=c5v;!?xgnM0;hN!!P2Fn%=|k~@F{rbNlkEe zgrMvdR(Jq}tAAKs^$))KB9<{Z1(YLm!+4lZ0BcAM zTA|Eo3IJrsnV1JYR$*8R`DfcS_jBOdNjs$FR7=O^|;zU1l<5Bzs$!=jyF7XUL z)H3<2*cWRUF?vw3WME%6U@+KjkRc*Oe6o!sJmVFLfLB2gYGDd`xk3i~hD;G|MDVK# z6JW-*0H1t{nGSxHScJK2EPlrm;@6qSUpx}(%3i?F2isAvVY>wy0JWof^a??7U1k<7>okGzUB;^r89zb6{p!EP;g~!Isd&0_T^wJX62Vk zepIy}%bwesWz#@l9B2SAlvRCdsRSlIs{>#dpfp0#wVRbe(vPA-SNB%%8P`W1SsqN? z!S-WWcjKc#t-YIs2xWu++5QIRaTdA&+hIm}<9}eAC|sDz9c9iTCLQ<%vkwH1Bo&~NxP=61I}1Hf z{fDi-&g)sQg#6#m0-`9F7Pkm$%-Kc7n>19J@nqnrNhSq3%GWNsP^}Vpm~)f&?K&l4mSo?iQ{>5B^5MnCgmJb? zCDTAT%EX2Doq-wvcz5Dk?&2#tOdbHN%)JI^zNKOuh32ZE9Y2=M2`e$U4Wyv<<4^+9 z+t67n&7hyZqd4rUFE;9CfoU3^Uls)p#$1KD(d%=eLVwOq zCGFw|JMSGDHx(v3{{6IDzWviTc^aJb*(UG%HxOxBheeVYJPJs{rhtPnEIbRf0!LHO zj;wPF@SSrD`n34=HBZepznTdpT@M{4!JCe*l0q%Aej4Tt&slzLa&6YG4)Ga%J&Nyz zZY7ypTHKW`6oEo|qFfxT@-t5OeShN^_f2zt-}th~&o6J7tq$>n4#q3NPN5|+)l)uJK=t5PK!SC1Q9RWkcu>er&4X8;0f@m^mlAM>;VVBXP0Z+D(DMV zRyT?`;VxFXrA0G1GvbR@8h?!d6;Hk;a3+l?y=b}|doFrKC(7XQLF`dI8VoFKy6)Uokzu4x6 zesI3s<~@GJ!QOIb0p7Z{gTX%lznheCXsFROJ}6;AToOhrmwyBjb`n@1%acQz zR2XD*(}K@GY%eS^Jq=c-|4dBu)v(Hv|rlJ;!5 z_(jxE=um$h2IgU^XEJIg@Mdz4-3J|3BnTg7snb3_vK1na_~)B;BB9e4RAizwOylep z6_I7~h(jv(yUC*)%YP%l-~Sh0n97%d{42Z8;!x=s`qbT_nJSA4ez-cu7PQ21w7|oV zdVBzZNC2r)FhCW?yUe9ftN-4zFwbY8e`?zw9^P*w%=;)aVGaUUhvU1nIcNwNBPN!( z^#_uuCqVm4;Nk`!t2oSc`WFCrkptMsuDF=ZoTs5l()CV$Y=7_q`*ik~M0UPQTGVY{ zFkk^HB&7DBk}EBD^WD`oc!3W>Zmal?0{?LVk&UqUgn7!^3$Jh$kAk+I@5(swFNKgB zKWQSRn5^?k;qyw)H{>{Tleh{N3KWv13gF=m=MtIl0wLj-96A2>P2x(b+*MHF1?AqU zD_Iw50D0QM6Mx9mS#;#%TK>1Wk%_&_Q0`Y$?nR44{tzG+3n~0eWODJaS)`dSM7l^s=t~tZ9?Hcp z%MTx$k1H>T#Io!2-gLbwI+|}*e^M-)mL|3CzpP{g^ZyV*KiO$@=uK0v{{8T`H}B(g ztW3s!rjmsxGd~Jg*~6p8-Pu%E47x~9w(K1TDHN;_SoA80mQSldoRnI=UqvKP{hjbd zmM+}?FkH0T#To6>hdVIi?GCiF)SkrTl}}Rm`he^Hg<`FoK*(q=2uzfuf30YC`%3S0 z-H%TT3#Nt}0IODVNhbr^zHK}d1y|^&?#|MMye_d6Yz=Ko`%Kw70(|B3p0qX6+bdO{%@T@_+*1VxK8|2^U z)?P2}$?IMhx`cU0JZPX@plO%yG>tUxEqbss0UxuTimV1-%)4YVJ|n(?%%-t}^Bms5 z4r)+QQg~!y5*~r@6$}LltM!*w7iNDclA^#@v2vXEm!yT@ASYRSf8BOq%vE_w3Wtbq zm)GjNx^7&G!v>@hHkQU?t(q>nX7PNGS{dMphFjz%=Un)LfFkKU@*lU6X z=7^R>+jN~*<=ZXBJuVHeaF2v^S?ay6ON&sr{(EEUzB;nJnus;v^KzWsRLmC-Oyi4R zg@W#84m}9q7NVyBE-xZ45v&3W{$mApQ{FTByUmP?D9`Mef40YyAc)5j-0^_tRZcGi||=A2aD5DLcXgYJCHP>Ox^+s?w2{zWoIB?^m(nDL&q%BoW#Tpu}|*< z7U({rWO5&QMYQ5EueZAMFWF78s1gh99Svuml2F!g2?7ZmxG?0F;*L z3F)3bo852Qf8Fj6!e-UGX|v)=g&i0S#Qhis0si+-lIa?f<)EgF07cAR^!r0kI}Ph7 z`LRl;1J2p77T0(pd7roaH1|f6&j(nFilFUm6D=(}kt?|7j)v?)^7L3hoA>~LL*xX? zeQaOYY@-6_Ta3xJOyz{ z%l3ibx74;L$)Oq|0((+`MJ4@?TnFY6JqT(TLpTx)Z#WsXZ<}?#HWkGY5ZrZwltYJ3 zdI8&KC+u|p8v+uXfSq@a8zH!IGRm6pe>R~jSWh*rJe8PodNo*v&XSP?6z?A=+XI`9 zu<*W;k)Ue;o0B0W-I{iAtkfv>4-oMHx*9oA76~?+(1obkq@qBY06R;(=Npc5B@d zkt)n^1~|$Aj@_2`L~^_=Xof(rFa&!y?7gRQlze!+n+l0*uB%dPY_!)m9{kX}e`wlP zcYBB^T^CFneXE(B!b;d{Fo!?vL|lEO(V*f&Cu{d@=y%%5q6)Z|H`HLyKxER{-p|v< zEG3QXnq(+=J*fVB?dpnAk%V)@+pDJQ{p%G3RN66Ac(!)&6RI9E$=@K}ZTNm-*S*EF z<_hQ5B3m?!Oo;g#U+kJX9DL9NrFx3 z)Fzui$z=5Yh?i^IH_8Cbv7G;4!l(pcv&~nar)Zx>9JhN+4aI3*{VT5y%m&xI<6|86 z`jq!%$a>ikB@5UcYy8R(b7u_QATU<`zF2bqA( zNP=(KVKsZw591^eGeh(f^dJ`u3C|6&pB~$$usH}9Z#lm31^(TrH9FU7zbb-1K4~{M zQ2Agye*55mz=HVP0_7FQf1*N&mMZ-LDwA`Sw!A+zA*lFAoHcz`@wjr&e#B#EC-o}u8$SK8{`kQPDUT9MqW-7Z86Qn#-KN@0loOAB!9&8HfaOAtXbk z{5avdA)S5|fA?_rf5#u)rzn*?s@PH-pVhtY^rG!vsg0A;<~>Ad~b32^%Fe!88#<}u@; zo33a&cXNx^Qn$2bUX`$H>3XAqI%_qxJ_k{7(zU6a!5jpfntn&PU@%=v{E)T8cdaEa z*Q&a9tM|1Y;cj)=nD&(r6LA|dyo9WEZccTT0|pJ=e*}mw0opo43(T|jeRDeMwz+Rj zdBIStgxAAv z9^R!04=#|t3trrT_bJ3LkVeg;DYZ}V=8&CW+2qdQaB&OpYnN@oe8}lB=3OJ@EzGuR zv*YEte?{RP(C{K}=cC9H+8jW13*aJzJj|Q-Tq-0(6)29>3a~O^VN9q*pCX#jr|s`n z9C)CnPF}6`^NL5y>e#iWDoI-H=v#Eh7ITq$VBU*Wt-my6L7a{a0A^J(fz2rv31`Od zWd0GXmr8+;-S?oWf$OhCw0vHPV6Xv4&<6a{f2skkY9;oHzy>%e!+FmJw_}GuCA1Wx zA-J8Iafle&X!k?F0+lZOZx}A>{o+FQ>B9rq|F!_<(R4f+yfWS{xB@ zbq<8d_SoN3l~&hT-H;vF{v#$D>KI(Hi$1MoUw`5f-{6hrrOzx(ga~4A8i8 ze+)2Uj{&|zC?MqcP#!@PC(Eue<=&%}>ps%K{D`b?b#bbI>vh$k)$(i?679)aH`1M) z(SAfzBd@EbSs%0g-tJ}w#9BO_0#0KS)D>S&fJdf!Pn!~)glBJ4B8e#_l7vuEFf{}v zgCXD&k;>&(pLDskZo%21^IJaR68~nC*Jbc%W~4 z6w)V}RMT}(Kv^U&vIvLTv&oGur>w~M)(Lk5evM!gPhN2vY9MeCix|#3;CwnMSf|#+ zBTynviEO-^yoTyx`}e*m=13=wSO@_YknZCgUc?e9yhdAHLz0S#L=H&c<;Z$ze+E*7 zER>#^D+25Zx{~xQ{C=U@;M~h;2ylV%h`gG>58gvDR(oY~m^c#!!AK za@+T8bOvi33ciS3ny-yLljV^OpSD^6YO&{1G%2EMJ=aG?$@O<@izVI7JR zClTd`-4q&=xlY9*JeY0j{I^kVDRSjMvZ3o z3ezIbJBc)`lTgP#^o+gde{DT!$EyKpW;ftM;G0(04LUO5%coTenFVu%@G*oY2+v?3 z?zahTYbbpCK^KA0ayv)H5UF($2r-~}y4>rU`ej#aeA{C|NeqFHUT#Q$$yQSHbjTV# zQ+x1%mu!RdY*U^MVVQ`DhwY=znwDNbmQhMK$F#Fd9_}cSp>EAocv# z7+q$wG?=np$++6RYxI^;#>1hpG~v_ZBDw-U?5g9j!jpa>Vi``02n^lW>Qh6_%(4=k zA-v_Q0`8@)y}$9?D*8e_ogbXYuK~n`bqN)n?$~UEN_SWj?d-U(;2Co$t`pYR&g5U9 zKmvk0E3rWW=|>;=XK`VN zTwKK!_iGjkf82m6>Fi|6!EI+mK?x;O#6%5OU_w8mexKSTfAyJ-Z5u40GRbTluur!% z7|=PUD@xFrn(gPE3H32Jv#$zEIoUIWNie(Z6q{$;P6NsTSb1+>fFOW-4)WjmLPl^1 z;rZ(UcozRmz^lizqEwu)v} zaD?mzXJ~#Xe~}z3pXJutCSWp6Krx?ydOf-qhC8a?D9YSp5vBbVHu4k7v3l)t?XEFX zl9W@|7ADZ`aS~v>t|s9)@5Xb7yTR{f>;jD1Q1*Wk%;ZseBR|8dc_haHW#7uNe|Jm& zu!2^f4x!^t9G#>C2y8mQ*QW#M%E9dG=^$~xKO!4oN+pU(X!wc&s3BpAP*ZohWbf<~ ze#WLy!mF(3m{YBv-{LMuhCO}y8O^0`w?FOw36hhkWEn+n;zyvE71|cMPML3}p%=SRlJsmw zpEU@{%O^VhvFJ{;D-qLOk#N0uIQ(q%r&plHE)>G~iaz`A{(ZkDFOhBtp5UD>vTSy~ zl5XUAo1OGs6(qFwb#dH!%76J$2rs*oU7YoPWM@vecL-qQU8!41_;v%?w3-Y)l0QLCjh12Pqm(E z1;aTtX{9@DT3WC!!G$cXiE@~kqR5iGXhFSP=Wq$Wkk0<3jRx@+NxaA@P({xp#DTBT zSyNTIh8;xc8fK{5v(A{Cw1Pp_;5Cr7rbr3EfDWdZ;#V45Q-7wLrdKtJkWQ|%B451^ z2oBh72$lG9U^F`j=O>C&93L1VFRf+@Ib8`>1O}ti35nK{`TK1QjNm+pw|hh-aELnF zF9pyNe*qx_HQ?%ZtGN!KCxQW?GgF+qHL&#}HypthjVE4r_0(9p35=KLnz5n*r+JBjT=&Eo)rAK`@rw{BA>r))0EU75VOWPTaWTfErPjuMqyeM>oC|b)n zUrsLtLe%#-1$-&ty7jpwrd*>F4tTXVO%EK07MO@+Ap>^tcF{*LD<)VmF`mB`%*fCO z^K#QlpiU8Z8Bv^(-xMDaQSI4-aiIhD-z`YJPe7frY=2O#$Cg$ygl@DXEt!EA9(B2( zT?)`)~i;t(DypqT`z5R6RbklBV4tizaKZ#*}qzg!BV+a7Dv z0kCfqbboiNpOxEfoQwJAQ2ufo-+{z_x+v^^{%fp+gY*czf0wzWP83Fgq&ry?nvn`cl1r$4>>%9p#`qH55_*7(GSq%r+-g4 z$ZWk-Lf*k25C8aR#~tm?i)!Wy%dNy6{IhKR|7+bto_1-wRHsTm>JPXw(FJtAb_U}2 z^ZhnIj|F8Xp1`7(r>HB3aAknVz|An~t<`l~bWb-c^OikNSh=31Qf|J??yr2ZoB z9*eT1XV}>kb+>q$0d(W9K3H??OKpx!qHpwW$#+l|hIz2RTsUL(?=HPem|=Z7b@ z^2CVtM%UV;W$`~OL`ZnYRR+fmJNz9qX?54GIph9FTCe*FmcC7~!ILr&_YMlXMCG9+2l)Gy2v~2yRD1aIc=i6EM&9q!$oJw{eMY0+Nj~4} zrOP!Y!>GU%>5%vt*;d+4LTtE4kyr@F;3&{7#qHW#47^2ZXuBPF@Iy4R%_SEROQZJQ z;P310i|>ET#Yzf47r9(*534Nqg~(Q^h z_LpCOSZ@Lx9)GK9{on1s0qsVHejMd=G^C?v-FBwyb=^-;`Rk3$z6wj^PN{N!{wukN z=~UmUx--4`q}|+{OWk)g`!bs3nhlH4zaaavL@{AX>5MwITHi+%ETa1U$0VCt3@`_Q zA4^94VEPjr2xG55S?oa=d3qhh-Y5J~<)C`g)C8grxPNxg1u6jnRlTR3j*mzHs%fw5 z;bhmF0{IL@?7cM~*HU;)qd#dn`mTBR-PO_?SYrZZ*&ybJj&_Qs-Wy~Hb!q{+CDlLZ z68DoF_w9G6=SP#w)4*Kiqyv!OMJzh20+_r9A#n$ggZ~RZUeWKz)pYis7pvbacaSvo>i+V-9u1Y3W4{@{ONzUWVfGGRawG8EPuQ`;8%5_JDTov|DdgN!K52@o&Mio zGX%~pYib<`_CfGD>-%Z2lG4xPIB>q7LnH(oR=$)FHv)p?o%(F5p(13?QA=}bnmw(N zr^Dd2dbFFJQOwK4kM6`9%w$M3U%{ae*fiC-X+gZ6rhCJo)oPHK)<%JGGIdtF`AA<< zH-8M?>HdVw;@FxU*P046)X@ap8{!Imk`}B;gd04oUvMpF7E4TIOibh#Vz6k5!FN<4 zPOepmhb#kcnLfZ^AP`p769nVWJRARZuQl3%H4cpkYNmbhtU0QTJbXbEs7U((H5}xS zqJZJjN{yb0IqGQUc`Oe(D*^P*M(oklHGjD%ETQc99bs<#knvJn1Ga~gDNcO2rtbv2 zRY!e=u~+R{X5LZv%(D$VYp`N5_o)_7f}$WkZ1OpAK*WF84 z2#{BBN1H&=(hh6*Y}BSMq;ZQ>hb}PU zg3~?YbYS3qtwT0Pk>7|0ZWKkq<$o-=(1JvB{=?8y!?Ci79Vc`c24qMa*=z(~D3LW* zXA7#!w4@~HfI=w3$y`@O1HF$apiS7@7)ZFt zM%I+AJ~TFyMKL169*HJUsPqQp?*?oYd`kD*bqZV;ryB5;1jmlw5k{+NJZ&`%3)EsF z9HuJ9ZMfm{MV_tPZxpTC&_)(cUwqN`IGyLY8IX=V1!{ zYwX7&BEHdTGN1ROILDaB@4l%ujWA8)*BTrL2e^Yxy5xMCQDhSPa5Hczr8Bx#OPMD~ ze36b|=vpH1hR)Uiq@n23p$Fgqz0Q8mTnTVeKv#oiacnN}6NP?~jO^(CgDQ{cqL3t^ z22>w9)hu4GH(?z3B7c)t_fg{#>HPU52>mdO9hpjfF3m^2;s0~;%&EIh4DF9pse)NTCPj0%+mT4(B=-^UGBgk)X8z?xkaK+vT zV%O>5sWX*$YJXH>3P}9g>_59aU#02|gvR`-O5P;%7z4zSs`ySirSeB(YN`s;D}1S^ zSFY}&*ss^87yH29k}?UKVXSq-4-`xh8$(m7U8((>Zo$gx-cX;G6@q6PAojI{E;=xR z-Ux4G$Dvgd(~S1Ju;g&){Xgc^0w@$|IOhoUqpW}njDPipk&}e2K?#|#Vat!tN6aHc z=+MuvbW0C843C}ZDC?nZ_^AdQa433^l%wZQ-8L6{77#i#lj33<=cKNW8a+<whz$VTVl(I}@p4eKa**J)5Pfiv=gl$IA5ctK~wT2tNzMc|yGFJ2LZS8nYrN zJ^%h`MJC~m^CTf@F$qR3CgB||CgGwM5&oh@n6Va_+FS>NvQBr@hRXiT`h{Hua;>P039U$&Z1qqvx z!-crlt$k6zBlH?DBl`0?jJ;P3VB3-yFXhzgjPgyDfp5H5*EM=~UNlU(Mv?<-0zOSa{-t&S4F3Y*O)AB$D5 zKDw!tY@DHz#gKSyB*U)uWD_`}QKE@Sv>_&u81HaD3mIlI#bG>0Q=&dxlEL2rMkGTN zvyMeS6KRVLg;2B=41aDWZAC-L2W=HY83@qQwVd81#!rmea>k=mTbPQyu0gmFq}~On zSl1vt7NcS$OeIdA@c2nVu@HW8($&1jE`6P^pjBsKG3@Is0K}oL;iKW06qU!_Q~`PH zILF$`hE*zP6%&YcZ|qF)S?@wR0kde!n-HbmWfPJ@a~w>_k$k$~iars^NM!93F(S$78p%km&tj*^)q{oxB+n}P+Z- zIg6f4VrXbRQyhDtsu_@L@%7mRy$!63LBC5(x(22yItydVB>^^Lvn8vtxs35yRBK=^ zr9e>`GARq)ciO7TkjaqK^YX4h)19wIgQFuHXT%x_W`6}~>V6Z{9s*M#WLO=RS2$UF z)h00mdht(XT`({CYE?J|g1+fvSQ4g&^JhpFEj+*w3XyO;I6ORPPQPBZrg=H~&>l3u zPR8?gJfEqp78w4kgXUE`n_NxL+S$T>Yu~@x_vfQ0lP~7ALq{ypdPpb-vbnrDz+6*I zg7MI%I)DCXJf2|E*9#&+*Mdlvjl66?=F7%n%$tK>epy3UCpl$rwXz7!C^v*D5XhP^^F&z_B*#ISJX| z!&WfYc*K(BbwE$C!-WrhWt#u|{)gI~&2S9hI15TK$xvbNWWT|Z zt$%>!*9RL|_Qhm+aydF{4KE&fIhxPg>Dc(i<+CsI=O^>gyj4X($3b%pGN}7K2G=HD zbmIa9&C7?5L8Xb86CM-xMZR>GU>cBcy#R{l<#cj((n8Ew`suN0PTMc@n>K!fg}m

9TaeswmvL1|%SjZOmW+{xr^7}M-E;i(JjYQab zsL%e91XpY!4KKXaSSpB`0uGREO5wY5&kY~~)`QNjfD~snN_z|vSYr)qudOjxYrMLSAnp^PjXNa|9!heXb6EqFsaDR|u zeV~1+*3y-9NIF;Y7$jA-i2M7H&CyG@fUL-7P<5}tB649)Z3kmGLeh&GbOKXgk~yxRv0ZI1~yjv7O9 zaJwBRr`yNLap&Xooy+&JYe?5fU4J8Yjk0WT$6U+J*Ytha=z<9jLn?}gQF^Zq5()yb zGi4v;rex_kIEoFOv41s4T2`U3Ur09+ z2`yV_lFNt(6O4oqjVZ#2lr!|;Mn7O^h>#E>f-fzId?1z-Y=pi9C|C?}?>;qT$R?*1 zo>dw#*s;F7>UdTXS@HSXXF{s^v5%&A(s$rhh+u zoX;<3|7e=epFi6f&Sz#PU+n12UVUo*o-GxrnVq-e(cLir#U4Pm;Z7gLQvqlB*&+HN5 zG2kI%iFxmE2!4?C1%HP}G_Q<9;rX_%k@8mN6#z!6RPs822Pj)VT|3d=x1);>lj-^V z<6i^oTM~G01kA-UGSW`nqP~obWxG6|Pg|fG5Bol3S;2rivZ5aZc%(MK5)pFe^k6L2 z<;a6l3ArQEhJW8IH{Li7>7cf~r??dluf@ubc3%08csTDK4@+0>ldh1Mx=LW`Zl&&4 z?mS)Uij8T|uN(-uALhgksQypNs8Oqg_0;!V2P^tw?HY{t`eH5Z3(U>RfwTHjS`%LV z#DH_Kg!q`XDsayy2KS`vI|9mNgMJB>*n&V!a8Nq^&VMOmp^$q58c;&PgAL(MC`KFf ztFR>8paIgoyxe|mr>7q$e_hTd<1%D!r6#Vz=@2CdOA+pXsPcb)NH&xEWiwj` z!^PFQ;(z^v8GF-L3nJd~oh7aH(Oz6d8xWpQqJBVpP}DugdVuzW=4%^8pbZbW;V5so z!?o9G%`t)o(oZ0Fa*ie5c8-O2c8+P~?^X$2m&fHUkIP+8>3T|+*%d#ib3_`ESxjB$gxSggUOKltxxL(6Sur4aGy}`LrW@FH<^Pnc+hyk3CYbB5Xi9mM0 z5#$6Hw)mz$&%X=@K_djErw#%;D2)~&?}4yh>Z3uU2E$ilc z@i!zz<__EDf6Zn!OE^~3`p#b8VS&kO^S9o#$!$L4c)D26n40FfZSl&;fBlvbPby)E z3Eqpnw{3#11>!pGn?M)Dwo381kw#dtQ6rEkkA=P@;z zMpDZ_%fO~6rMhoXGg?U*HzPIReKo|uNh24e;SBSnQtg0x8{F`sc?e)N#bKY z;{!)rh+y2e`8$khmET%jZ=PaGCX7?0C7&cPXM(5B5o}Y=CkmwsyDnf_Ck&;+HLCK~ zHB+Nzc#1 zPFa)TnvkjL8(o)YfeYw}ww9Q#tUvZ?JSO`gXvgUQZEf1QH2#l!cT_J8@Jj*Ufz3&+TPTo&`C zy){d|>#A54Wwy3IZe|ouH*N&Yrf9R9GPl3(YS*Ty+I*eO+oD=Hp+)Ot)-3>1XpZK} z18NvDB`~Yt9TX$Lbhld4^YNTY+Tppm9>#OiVvpy*l4kTwJU_b|DUp)mpo0P*knK`P ze<&mU5)KU^5tlSjCrUBKb14rv=7(Pnu*|O0NO6E=061xSkYzMt++!JIBFi%7&SM!s zYzl}#0>mDHednT4u*c`1ynarUPY+1svMQ-8-D@HmoYAdFTDypn> zuF4ovIt;o3$Gp$h*(!(6Vgpq$!PL*w0NCwAurX55{Dl(&iC-Wg5HYH-Zpl4I&|qK% zI7l?LAN(saLdfC-ktPU6kZ9Rvqcm*v?Ee>B$tU+v`W zjDlBf#cZt~LJ3k-g+&0qOUD{%wv|Qp1iv6W8MS;9ufBlA#GjLQhBKJrlbui{IBFnEL0Ly#RSU znkc4T|D4=BCHMKds9iDxf5|m`Y1y-k3(G3k*5uYXWZ}8r$)?HgHf0#9nQT2$Vd&UA zS*+{Ly^CM6HtS0ct&`X%`a{MaYqU-JS6OBBcOBc&HPQM;VTP0v_~Oal+?cVX6s}bl z;mnJyv~O(Ra03~l3HV%qF(Z1q$g6p7U$(XV9&BJAWcKo4Oqi7$fA=&V3Q-0To{~q> zS1E@U?J{!%=xlG4E9=G$!Ky-BK+~xb#zpXO6cky<;<^J4&rBu&@Cq^8EV(b@^hKHD zJ~&LGRm{xhQ8;LX1x3HhG4) zpT;ZGFbKAl)pg9A>%kh>G*-!aT|nduy2B*8CwErcb_wQ9?z493UYLo$FE{;QoQvQT zrC}(1Q}oH%ots^YFjktGvM=`JWk4HL^m!RMD=#xyMs0kOe`z+2MmFM-IuBx?Fw=lAQpf!S)z zZ)#n#8*Je`Z4ECwj51H#yh_|0QQ&_~!@5;9cfiQ{g=lWFd0Vd=dv8(H+%1cRyYrJd z*U-R=xf;ame|~of+4zmCz3%j|bnpA*-L9+|nKn+;a)bdRT}JpVw(~zy>~dcnPCx)J zo-4T$rzThAL)GE-C0F{Sdo= z1EI_zuCf(xN6W+yi^j~=+a%-Xi!ff)xuqkv!=2LOGVk`{!7yBu#~Uc|sS-X@Kt zXA?$IS#CSd7Xn6~(&Ky)r3=%=ak?M?C~9ZV{Qz4?uTJh_3t$X@&u$+LdL5I7`8~uj zyQI;*f6l8dF*t&Uhyy6ubB`fx>#^LAxh-4J7+X-s31iQ(Y%zW_+Ntw;Si1K<%SPy$7q(cfEFGJPE91PrSx;Dm#Dg3#mh8-@~?7!KP(j~*W|S6MPgydr#HUXS^p zd(zkQ6Osy8o@sD!@PqJyUr}oEk27;PnI!mUlK4y#A4ccBX$1R(C_|h@8D>+}Y^WAZ ze+`P6!Zq$Tgow7AU@;Ch|756mmXN!CRt-&J?3TUKQZyQBM5~N2IL9$B1VU?V19nf*R|VC zEKrUvduJHVbZ0#kv{~8Dac6_eKYaT3e_6{t;u*_5SF?mjHT^C6k1DdmyM5>#?lN}h z?HYd*JK+E%E(TwYZclqowI8mM-T#d^j*S5?aYDy<{^Cb(0#jpf72zw?*&0WWib#~o zA@W+pk{Br3D?{R@OO82OR6!hOMNLvjHbh2tSgGj>ByBiY zHb~5vf6mgzh>+j~bjeAOCW#ZWFft5C#A}c;Bya{&fmDC%M8HBxma9w^l5sJ|fKZH# z8J-E}_A0`Y*mM|TIatIH)v}i1w^VLA3{h*-6^E39w>efwHuE_Jr({{ni69w0a*9qP zHC=*a+{~CvO(8GSuJG9;c53v6gz71wNw8eo7?^tGfsLT3q<|qIDI}v?M&V^5ivyI# zgfv}pc{zVAn1j5W7EA=ZZ927jY&xsVQYS}86F0n^f1F>Qd^*3Fx`ZPC*$r>b7mMlT z%*Ey7cb^xpPZsBksiUTt49D}?!W|vC;TTn8aW~vC>eiuLKVp6zl0HMB{%rzv)LR*PnR9h+-e=sgbg9ATln=TS`$hUb7WI^b7)UPM)Ix_q=7|#0{_KZ|81!<-WPP zerNyi{)hR@tH&$!txecLJW3&W0jrn`ETb1i_DQV3t4H(b^Jv|nSMIc}EiKEx{Q8?K z#Rv2Uv;tqzXlB;-MR4;+6H1iC;M7!BPsT22?36Zz0-I7NjQorb{z zA2+->Wc99<>kbvVQj?qYy3r6;dcdQrS7f_-B|WNoSLa*!%X|~5FY!M1t)g$TgT)DH zmp(Ak+Yc5k-uihLm}~R_%TFJeEWpwSPC-1CPRpd~6ZTABi>r4N>nrg1(OgyC=Bj`4 z-dt7Lp;4}ZZ_=)|gv3rTI8sJAG6GH!Ex2kQI41VCU*4tnjev2O^U{e0mps+d2j&!fVeJDa#1~7a<%s{e6KX3u#Xd03 zGG3!RRhPVbKfX@mb&B6t3Mg-h(pxh)*b-OTi-|dGe`>G~Te~nZ6KyilzOa9Fx3+cg z14JAHEB5_`s1MAQvAD+vz*ar>VK)^l!ZmlIqlnKNOY2jumK&t%{g$=PzIB4FlaH|* z_$TVakdH>lNBfhH(hhBK4gDbdXe8?z?6A@aW(-j)_4$zsdF{ob2w1rf9EH57^nnQl zoC`nA!DgMt_qE#%cCN8{o$-J7aeS4>Tiy2nC!!ojI3D-sc-*DI#*v$uK@nd9c;#a ze~Z>hA4ThxD~f#MR=aIF;1xxpgfp+*!(n4-myX~lVb3Tj znU-3=_@bco1HMfEygtA2Wb0PKF6(w!?pDzcE_Wl~J3kEX4Hg^?Z9m!tW(Al_Cpf5= z(&)mS2nF=>ey(!wd$j#?{+3&HJhW)-ULtVM6%Qu9uO$MNU*Dx5XuxSlc zm2KV|Fo181W*e>6B9`IJiV6#)22^R7w`Ki)-1@HAXDdd+k0k)cB($ivO?x<1nOX6M z2(tR^_HS@P5{bb4z7OVKf4_ng31*=TA7BJlQXGTtHRX|rl{x!ESyXw4GvD1PKIasZ z5tBSvGakihY@p%X#K3ZY>2MW5kN^!dK+rjah++{B5HEc=ctl`{g`iZf)-;jhiI?~o zi()n+{AfU88OTUUVs~U|3Wtpn*hfRX^BpsZQj!ESsM#5v9ZmOXJC^=~@|3ze8rcB4 zc!n;HSj^#95X*h$XT6efu%3Z^3%ZgjzZhs5(Ug5r4x<=Ie1RB$#8)xJ6@vgVh%;hv z$fGpk(~fTlOMG;#Nfgs$L6?h2M2S=r9uR?M+hg2gNt7h=V(t<4EZmcqDY3kmd+|lw z6Hnxxhb+e|oF$1xlF2U`4{^EDQvN@*9sd_>|IBVMpWSdalTn;FX2bH;b(d?-6`+&W z4G05zyDvKMVT=oZppuC&t4>9S-$@8w(M;S~fK66yz<>4VQV{_Bnb$B08pW5&BykLh zORhC)Am z21A!day;h`u&GS_8bRSCmm4>we9Um2Bt$=)2vC=@GlwpJM=hzULW>17ETO6(!+My;)^67CKsE^}tMHas0ue zA81OHYrlXk@yM57UX?|i`KaJ2n2Ql^d#VlT9+YtBNIHt5tos5(M-m>}qJKLb+Or3Q zx3S>UNezd81&dO?;P8(n-rSEEm=-m1B!L5FJ@%vxQDG?0`pgVu3Nv(^gHE z7rCWAtGdRe=DscazNjDBvbQTTiw}(EC(~_zEQ9y`p)$Q~Srw7#-VC$Fr|fX7ifi8% zKyRcO>PpI-1BIjc@foMB6F$Pq9-&4w*GPcD@q?8Y%)Qlf5s*1Zv41!&!0-$&42^K} zCD%TFZ-h%&32E76ff0qCl*+ivb;bQ4Pja3gY`*LFS1CsgO*tB`Z>ETUJpk&~(ksEi+ACY{~=Nj6qVPh55_v)rTu|Ibb3o zmXs01XW+M!NW!+8!_}|9ksyajICaE-RT|uD&;#TiDxwK4tb$ip|1c%0MI5Fepn#~H zBUUB9A|hU9VJR2$0JZ+F%Nviy!wgb+2=RNsG5Z8}uI7a`G2~nhdgkDN({+K_ zr#qV@&Tc~b>UP}0uUvW=5-8x4z_HyK>U^fD4|hDn4Oy9RmIxOiq0?3_?wI*-iy3Yf z=_=o}M5QjV$=PF&M^uK!ATae5m3gFIOp_Q?MgW=4>J3u(U`I?Ip{3T^8q>ZxG{=2eSr9xqs3NS{ ztxdS)V}0h{5M)WQ#gXlJE%7SoagEFJ?@-n!%hIgUnL2j652vi1Gtsx@PeayWugCB< z1RXF3r>gJFM^-fpfHbViy0Ftg))SQzSG}sscX`ncTVTY7ou8Y3L%CER9RHd-#RyeC z{f9_9o+OXh%Yh8jxRO6BGFKaT!i-Hz_*?^Uc%}g>v6M6d%q5NA+UNnEQPMbQC5>Gx zY3$A;+%ri6%IPt`z?87(_s#V{sVa1qZ?`A$LnV=?7h zTTGz>oHHr~L`~9$`~UK80C5zS5g?kB=|BsOJ=Jq?^ZLO>4sgJ(*JsM5lHofZgfl~N z)myQj)j?2ZCM*Jh6B!^m>O!*B7s;lEZaLEZ>ceXvNf@Djt9VYi$-S6Vra-Lx1!735 zm}F0>5U&~I_@c%bJM*HZbl&@v7d5{q;Id9N?u*5+OqD2vq*GxJudBB-4_*4q&)xhp z5pW;g7!;j9;VI1jLb9mL2^xMlm3?8l+2Gdlys|^%Babefv+$o7|Ju2(7_w{Q(P7BM z1<6i8temCwRIMjZa>SXU@pOj2Q0blu}@fec5c$?w6Im*x*b^T>CkEXCsbU0D~F zWkb@b%w1O@q?mTfM7S#acWZ7AgrS{%YJxjVuz)}pcet5e$Bf}9vici0VGS68+mC(~ z?0uRITE_~$VOdi94-s7kmY0#43lz5j;S2Qj0XUa&uLCK!AJ+_~0)GnRE5Of)>&Gn+ z9C*hCN5A^94=lH9Z%>xecBKPLGt?)|F3if^V&uO=XKiQ>k2>#*+iJUo_u~!oS_?Qn z_N$QvR~{A=j!^?@q+ z&&rR{;Kj5={KrL1Tz_!opRK7EOjM?@QS&)JzeC642Q~m(kfkEYRx0gLop7LDDof`b zyAxsth;!NXZFxe^IP{~YogNKtgr3e0zJOByE28q@@GM|`9<}}_@tR-vv6q+4{};W$ zqA$V_eH%n=Kr3Zf82TdTQlkanBGPq)hMYH79^#p>yS8k>5Pz_>;rhWNicqRCmjfy9 z1JELhddvOCB2GqELf3-5#~_DCE=3kGo+EU0XDc~k#t!wm>v>X-_=qHDgb^ABLyvE6 z#Unw*X&5h6S(v)ENkEpuaygI`+&gBhyIdA;AMQVd=Tihq4(y5J}-61mG0bqes*3l$Ha*P9Wp# z1xC)?k}iS3pwL=dgw9lpLB|T0T+>X+BY4XGRyJFLh5AMX!IX7u2$b>~p7Gkr)1k~p z$~oQ|jekkmRPur0n8p=_i)!#(Vj^YQQg`cu>ZIp|l}n#~>0T(E5S7Vh>LpyRhk*nD zhfqUb{+gnabuUEzftsIwd3bPs{xh*Dzx3!SLnvD;pEkf_FQ>-h8woA}W8b&&>@PeF zM|b6^dZHc%Ctla`5ETzIO=G7swI<32Y~G4)Nq-&Iwx!?k(5=KMM}O(vU{!%^z5zVb z(3na9e5Y`@1-Ta-%g`XJFS`Mz7$HN4GW~oSVz)r;eYj8y0|(shfV!p)FwcyjEK-un z6XrRLL>ff2O_1#&vcvMX=>6SQ@9jQFJ#%gIx&|=+p0U_Km;|*n(|f@9N&>aiY>>V5 z<$nUAd;wJwn22WHCsnS1R-mu$MwE36&~hzcho~G^Q2wBAXi84&V8qys5@G=Q`hu52 zCeVhncsikQQ!o$hc|$7K6{Q99lSWsHE6tfHx;y^vhx3!$LTuIW6EZ?yk^2k%ghGxT zvZW{z6U!aV>3IePY8+wr0_k;Cezes+41X?i8=SvgP|H|Bo-{u0y!@mBHR&`BQ-CD1 zdcw1w+(ppl9v!La=X3%3QMjCChkhQwxH6hqm2nxWRVgv%=U5Q*##l;{qTn|>&snXK z-|t|)CB1sslI21z$DY7GJD85AyN$*J%ciIX7v!)iYRz!HF*6OXG8gw(Zz&r}j(=is zkrE*WB}hlWw8tQH%dwswL7q%_t0CR*;nVFB*W(2Cef9w<8{fMUuY+C3bLVef-2&0T z$k4mjEVsRS=|1+&;XJr{Wb}vICO@~hxr6A(_ZQGmr<=Z8t*r8sX-9vok?jw8eXsP3 ziJbKt%2gjgn1-GxeCI(F7d;BSuzz!2)VJpbSGOH>xTjeCZnYkc_&Aly27EpLV1$Xa=w5p2mu#!hu<$|p5c;huSRg5&1 z^5)_J5hq^IUd^)4EIv=3l!)Y*;C_F(>_ZS@(c3o1$cdalodZ$D6Mx11zU5s~ zDWYUd!Km)HRaRs>uJRAlRHT`DR{O(Dscd~pl$DBf@CGq2lqy|h0fMeA(Z@p~qq#Pg z?DM5_>OgSnE@OIZSR4RH?x+RB{X*$SATRgN;k3j8WHsBY)76n6LY`8DV4Q(`%i;YDhobiidE>C zWj4>b@(J;H4CjZnaSU`&ljJozq4RT7a0wbP-nWC3v>%d8pp=*$EzlW9-h(mxY6`!t zI(%0}zyL}W0cH=*TefMR5=WZCbHmw-+q3AI0TNuV7yDwAL()-X|!76zOa!rYlt zM!u62A2{x0Q;B2=;%R$~meYY7cz5Z^GRMU?lwd4mJ23FSAKSd?j%~Rq%M7wxHO}v! zRcPC%MEFXdEl&BN`6sK{JVC`GisLB}n!m&D4w(q?$wy`)O;eg8BY!dJ`{S$s0hrvB zfR~}G3KO^R;0$P4mm?Gi6aq6emw|TzDSypbS#R6M7JkpK5c*R2!kW&;EkGXJUOR2k zCV=gt54{&DO^&QVC{iG)IR5uNXBIBf$g$Ht^hv|v@T}k2Ms#t%po_P!sQdl?_SJV+ z312WtgpB#(cD+b5LTS24s3c6pi`#PX$MWKA#VDol%cJFPr|MFFetotQj4prJdsa?qRXP$?(+7GrAt-XoxZWZDsL;TTKn+n3_etCr<=Mv`~U6F-(AJ&f>DyujG+j0 zvEq`X(lWo@Xe1ve%U!EFRrls8UiKShx3{^j?N(uhIfti&EmgNuh0d$$(Vpu!O{eU^ zQn#w;{fke!(|47lW+a}H-*+Ilq<>3C)$?i<8Us{`P!<2N-Z~CVTf%3c9BRV^iDYKg zS+~s=k5JD6%(ib^(91q}ieMbOv9Ehw1>dnHBb3DUU9+~o;2gVnU-ZqLF*!VNN;3i; z13j*gNaOamP3wgK-&Lx2Pr6<=?Kba`Q$UIQuGxdUBIOgCOQ2hTOZSy~g?|bf_hxkJ zUd9E7cHkZXY1N<@@MSkG*UJU`rTg8HXK zvSY4XqytxcN-QX0_pR=K+<)IWN$`cWnTZH+{li8V8+#HQ)#v^*hXOc1K>_Sny6bg) z-yw2n43QYLp@8fmMf4nh&h;_wM0A0x7~xT54HMb-MUK*Oxy-Asv8y{}e;vw9l7Yu^ z--49xaP1gpGdGKraL99x^>s)%SVmdmk94YYVFpC?+WtN^d$&<{J%1z?FMy3?SnTrR zV}7rKB1944asc!7jaGFY#9Bm>K@4;p&mi+P7`2~t=~)hFX!!sHMo0FrG}Z}awJNd6ekrh}!iG}W+kOZ8rlW$wV{2m|Ndp?{(9zelMrft(Mq50E7h zb8SVf9y-*)nc~eiZt*VPs&7mVJJB2ZUVp-`>xpJvm)FXA_w|AFko6|g1A1Z!v@#<3D1H2-#!$1wkhiY(b%9+$ zUg`dEt~7pvv@ut3d-^}~6OI%oU>R2|Y#DP1-hbAW&f7;9!H(64>rtpIB@rJ|!^N3^ zPV~dC(A7Y!4kci!1+)^-(jH}{8BvI_G>H$0zJ=Bm%YWbUF+?>c5gjVu95{$mPH1Fe z*TeOT2KlKD2}TLahLqYnExR>JXgaxQxxFc10VvYDJ|JkEkZ3H?2tn$aCzfGK-Bo#^ zwx$Wi4M?6t)*gwZoWz59It1Gf&@MEcMlV@NUO{(zr7IN>fu&I62PI5awJ8gNNdn#} zW;aGMUw{91m^KjycWT|VhskFqvdi}Yk+IigG+M8cQ%4XTxhWp1B~D(^xX#n5Vv^%WKRaLSSrEAdn_Yc$ z;rp3@>!6oR2evyG`E?(5ARi-tt6&N)EqN@R(81UUq+s-TZbs-nnn`wcHLBM|?#k&7 z+JA1G4~~l_5VH7xQG{Hb#;Qn2Hn(#~RYt_%(|Rhqu`Mo2_z)8h!Zr|nU{*fZs@pVe zuWIZ@x;IxBzua7gz)F+p*l?66B!`L5WeVT7oi+q>r3b2D2yNiYh|j_YyPHCrOOa#Q zA^2M$m``-bbY`f}X8xebwkcKBkz%(CMin#!ESt_FhdC>hPWZ=xSPXP~}tzt@-Z|o0x z^V}}&ng0Szt`Hzc$AXf;Ai~ozRe!WtG*`ZZ1I?p@I*evi;{HDEbwl0d#CH%c4)J2#)}Sk zC>7rFo8}rHYvtayAKh2>VwK`ur`src%R>MUb6JHVD-d{3Q&juXCBMYqTf&Q(!nm=vb5XkV7bMAn>iBNBI7lJ?D|^Z& z)YM-X4`RDJi-}>(ox#j722AevPVaKa)4lR#E25op4}TU7D)FtKZ(N`C0MA|un8zpU|kzZ<2S zWmqsgi<7ZgI3*Nx2||dMv|RgLiF%q*kC-ZOxi*8n!E&H9vV@3qD2?{-m!l+$7oJk^ z7xrX7>Jp&s@L)|b>(BPx;TR5iM{dV|S8oESeBG(b}r zG`W&lOQb+jN!+jR?2Q!3l`1AQM=u_R(%lr3rs zRi=5`rh13bQISM6PGC#3C@ph0XRvvUNKE{k@y0LfYQGEY97jmRv0qhI3o7QH7E3De zyxFO&Slz)xoXp!BW#5)nuI#HuwT*qZs%rZxs}^wRN4-f}7ip{91TC={)M}}Pm@P>} z5vDN=KzYI`uW9QdGn)#33^xGbRc;?PMXB6KmFxD#&1oz98*wzyJ8WxJ4d);%L#8=2 z2DKA@scLfw2erYKwrN}Fn|#!FavxM(o4dkrtC}WVcMC!m;RH+)dF5`?+XcmQb)}7b zRU5MeEFw9glKDl&${t|#4})^Qy;e?y%6(KDwN<56T>n-tF}kLIR3I*rk*-x%l}@|P zrZ57V+JQAG46ch^TDL{(CX}lEv>tZrj zO@CxzA^@Bp9$ol-uc-HDLHtLpN2;87Sn@?OTrk6W9?`HNgq`oD2>LTD5s$44tQSWMY(=5bPPRN zUr{2A*_pxoPQk5-oUa#vMP>091ann_KDb9C25_|jl=^^wG0hIXLiiXRBzO?Ya6lxy zlxnpC4>y?Fgg})eLOKt%p~Q7yY_E&b9MxC>OsK*a7gP3Su6C--we_rp2}c3|VPN5D z7^Xg$)6)HBt&iaeEI(N+8LS3(YJ6OG$gh{yDx?FMAlzr6tooSNZ&V9^Z?FFZbrc^} z$j3>7grI$YuuV5!GAvQVh`VBRu>aFD4gho$G&ywuM~S2Zxu5=a#>R{wfuoa>Q=P`h zD2>?@emM7p_@6{41JR#-6_uQj{Mq|^OOC8RT`1>G7kXh;x){Ys2af)KJ3D-O{b=^P znGP<(hVeW`8Xf!`Nv^Raf&3^tY!Rb{OTpzFP#{`=VgWd0<#}1OKkcs{J7SS$w=QvG zm)s#4S1xP_icoA0pGlN(3J1c$u~X3Vo3vajpZVO9cNZEwpPYh5!W>F#;gg2|8k&u@H5XT7(Coc$r zm;sXz_oF2LfmZfAV2tVt&^lNg2nh$1W0xe5=PBm*W5RDh`GG6a2)vgJC=o4f+xZkLRxOSf$`^zVKOdy0~ zc|woJi#<9j0DwN|yD44k1lTEovT|CH>AbvYoV26l-+9r%T(Ly4=3VQ7nFw7)*rFqr6CK;n7A@@o6e2L|Q z62AB!Cj5WFbYOjhCwqSduT_(^e0g?Oa`EjVmMZEXJ(cX>P^elC}GYFN?Q#&u2 zAPBQjS=J%E>75-^mccfUASaI)R4oli+^3BYt)NII^6dQ#(^^-nt91VvqB*sHin$93 z3c0+8fFr%f2qI?4;@V;xvYD=<`_gzC^I$PTU6Lhdy6Y?Lc#-gq2P5lvdd!dbT?Drh z;+Sg`e;Jgx%I|AO-NaDW4w^`joagxClF-LQge4oIda(>kO+Tf#8y>;kkz@;?5;mXtimU)cYDkmS8l2OM3k z^n-2>ev!|R(_4o+MG2C9va9xOuGYU4pH=>A6(VU;``i@PhxBg%>qU8b$2dkYPL4u5 zhkVJ&$@*z{_#}W-nOC2-t}%MDf=M?UTQ_;S6fTf>jQTb2e|sP5Ay5Xedv=EoHlfEh zA>+6W>YNfJMVBD64LTwx7pPPA?Rzx!R?uI9L3B-4G?iu$pcH(>`#7~NlWx(EmyiAi z^X4m;u@w#!0ya69!R!qb0x>X`adiYKf7Mw_liM~DzWZ0`NTpT?0gwcksy*1_*z4Vj zXUm?$R>fN`j08!{P$ZWC<4k`2HXeLQn72}uTto^48;yQ^{WTabc8hrN{#AT*eRK8d z`*(~ia+GHzTU>1ynB<5j>4L=x!W4!!i=U$}gk;PAUj1`;@B4QdpS~2M1m?zWfA)t% z)7DFzM!%XLd61P>%N0rEsNTBkwyV~_i1d*7y z39q}~in0*x?OeQh4K&Rsnz9U0Mte==u6|u=*D z_-`5tAyQ}Uc!3NxoO*^>$doPrKhTYqpl73EA+Xejs zN~$Aajc9ct%JSBlFg~`Of7sb<{@scL^L&ZZSXBN`Q!7rHQcAwulO34rye{-_Bs+3BF(gPBk@yDhIMhvv^lmEWL$IhoDLxg8f z%-xH+><(trIgcuFkRd%Yiqd$W_)le3Nu90e{?2_+$Cz5W}^u7 zb0GmYtyEp9-Ti=aQ=G^MVtjaCZnsMci31t)wqAFpEQkq8&wwIFF&R&s$zuN9&_5Z z_O}osO6)uqg;ClVf052m+B$lP<4COUFnq=k9&@4aX}C79acULA6xg`HzHar$F?Q#2 zVMp08weWPHsy)04cPR^{PikSt5qoki{1B@BFpZD(LKU(SS4&L5u1W`VP7;)+gDvXo zUrgj$Fv+9B5}7_1Qf6zt8*-Zi(5>WZQ$Um}OLWYOSv8-eXgBVq!LuH$N6|bg zml!-DMeF{q>%+>WLJA~;(0L|Y7nMt@6`|DWLX&7$7;ty+>K_UJNc8_Vo5E2tHxA1* zu!Two;Uh<2>L0=P@akW7td7nMd2Ixb59fq6I$ zkJ#>tatuLXf8Ydim*>x+yKlOkPm{WBrOhn$5>D$UyffYk(=W&bHkehrjINYLR~JRm z;q%%XtkK~#pYS4IAc3^60aYv&n-<@>S0IPj0IEL${ujUumM|TC`fMB%s+k06->@14 zn%tZ+UIudc6SMr$CVGH~vm;9Y&G9#2TORGYNed%de-FC4H8zLP?2nFGrMCO@%cKhv~D^(BsJC#!WxQ4R~F_|IV6iJlLemqO&?M?!Iy z0Y4%ye}Uo|uRO!K!cU^=Y(dQWrpuTx@L1r0sDm7VOB6e?eWhQs~3b(f1yh5gTAsJbyf)opc1Y z@(1c#N>Q97PiL=Zu+!LYg#rg~Z!9U#HPQV|Rd$}HYSy3KX=xfmCFiD3$f2Dd&n?sW zyq{NT!XvPB23uUk#O?Hbq5sic_dH0fZ-&rHrDWGpn_`m;#+wUv!KXN*F7Ng0YW{NQP4O8JbYK_w7jG{!hT?HCi1N1#V3)&`RU zhtes^d7#ya@uz#W2b|+%I1w^OZr}FBe|qmsrF3DcI?Zhx=*~_|%3u{0ThJb>6h5e8PiDYo0Q30t?dQg=%O+L+{H5h#@*O^ijwp(*WGAV0>>_0Nt6&&+~F?Fl7Jj|a<^Wtv+YtH@fq}LF<2xXi_m*vreL9qKOfqQH-qpr_#q{65OpuuA^eA$oml0wzgh(@- z?oxNLF)fC$QPLY~5=2AecIf+)Nmu9XTZ)s})dOL1o-LI^sZnSELK2Q}lF#aCi1y9C z%53{{Z#UiE+9K=*W#9C=D%;!Z`Zh#6326JMatx9`8?mf)pA_%=v}yH+1#_#6K`H`d67(})0=Tc& z&{NJ{`tj=3{{h2=3q_ali47E&OH>UO0XCQ6EC?x={BjKne^C2GcOsMkcmR2Gn%H&Q zX)}qZ?ev%qOhOVHicopjNq>D82Pu&zbvX}hXFL`Of*%&Ui*FD5v*pa6T|e^&zb|i} zeR&nJ8Am)K(d>3H!=aBz5YA#BBTmEFZ94na`{LsF+i$v;X4ppojb;Q9AKM967dZ4( zsiy%R-^Ghie;iSG&&;bbS%|kcZr<*?l%hE9=DoO>Q=fZ@Doc5Ry`+|DJ5tnTc6UL1 zucXo!3zxh5XtJ;okR4t1-6S;l1&Wfz6<;FhD3Og!AvU1a9nW^+S z+>pQ%MXJS}%|S6C?0SwtF`-jTTB^-P%SNKWOGKVDf4R_N*#Wh%zeXs1(Fvt*wo>Rj zv8ZJ^n4XJvuDYvad4EAdZwLP20{foOs<_wcm(TSuGXnQpDduJ`et#ELQ|g%^ zpw;%*z6uvk1h{%E0t~Lz8WfAhK(Cq-P)a+ml5z`djL-cY<3|`poVCXP{`F7q&^jG) zk|02oe+KP5t<7Abo^O766_cG8=9or^0mdAMD8hkzk&tNcR{soG|8B*RdeaY9e!0*$ z3z^i_i~ga|uLrPBj2MoNJT@IP=DwGLH;5vU_Kw&esV)0qqpXSSG%G?=87t_aQq=C@ zj(8(##thcRVY{(f)i=d!2mT6HCnGAyevCrie<|bn2yB2tpYDKO9)XG}3gd7e>O6pz z8RLDg62-?eWS$eBcz1GT4@;)W;;^xXA-l)xGUXLsn0(EV@_ZSUbm#W!}`8VvC z;G>bUB9+U_`zf>-qnPeRo6`_B>65;W4eTB%;~2&Mf&FqucK7>`R-3DM9vVVWJ?pF|4I~@%}n+-Hy3oWvCI!14uWXPx8yer5(9vU;VO z+TJ9`;ULC}``fG#PlO)fsQuDnf5?9#%uhPiotN*ClAMnCazA3X@1ZXTn4o|i z?aO4um-jPdz+m}!>r?N|UpEPY-|l@r(kaDNevK;{Zr3)Nezv@!5a>eGtfBr6-BGJ{R$g}$6QwlEU$N-H%a=$v@L#EYa)yh=u zp-$K82PuoTJT2QwRpd)mLY}s6%ilk>$D@lmg{u2qJL{{J*yzIDuInRRFzEm9XS;Xb zKAZh&rqjNFhjdJR#7xWKY!$z3mR3;HN-?@Txo{okq>r?ktYq>YjH#+ByUQi$q<>h- zYAmUukX`eR-Ah^3WoDZ@M*GVC7GM(H+fe2E>Jfnj0W41)fyL*``-?2qw50tKLZsTt z11UvbsaCgJCoWsB+7wMcTI z8+m$R+q@dentT?;PDS-+IAn?nSZZ87=KPo zoAq;txHT}m)N6jWZPGy((At7Wo@k)tE$y{gf`_fx`l;KU?z#H0_eL)*njGpr`}_@X zS0++r@4izT`L~<8l}N)RKyxV&eE!i6Y(<3S7NuI-Vb_K1gmp&9v##0cyueC52ufXZ z)GFJBglmW#I<{2L?Zcfte1A4@0LbfUpmQ*eaN9zF!yOKS!#oU_2M!Q|$ACXO&&ukr zn>)A0MkMdWQnvJB_-E^{7y)_M-Yl?*Suj8`a|^cIXQpQEmAB>;zSzf2x^rj9qc8lw zI_zIIAF@0XrS^)LbnqjeD|C9ituEwJLAE5zuhjZ38%tmr3R%Zs=6@rE#=ll7Eo5bQ z5Zg_`=v7wRfkJh(L_D?5%g>NBoyfpuM5Z7n|9i`C925<4O~`fgu4&^M3u_PcLb zw)%ggHczjvA<8U16@QkI>xZVkOwQ|>K=}$cWZ+Up!lO|wX%^`SJi&;CtS9V`Q#&6P zhW1mG6q?%mNm!a`!?mdwX5LboPbh{>TrQTB0@D3QnI!QesCMGhXc)(5(J=iN((tGH zu5~coHeKsvvTIF`E?-TvX9DSnFDLy%coNEV-S|`k#duA0iY(XoeC|hQc@6o$1#g24 zc-)7`Wj=3E1O**vl_Lg$)T}_lewFshaeB)3_a5oy$yflc6X`;)Nmg z4T)SVu#4SipM~*cGr^OeUf`4QhsBHU--gj7MsY~P$znYr0wc=BL}G$sCMJv3Hil0=_gGHMx2EciYO*l;Fo=Wo$10zeg8JbN9t&dq+~Fy6)RQUl*N3T6dN_yMO|jg z#!ReUEpC2$W2cXI6A{EI@8&0~m0C?_l;EJ&PCPymX97vsvy-keRU}w?)H05uDDLF` zWi&=XlIMC#MerpnHs%Qlno5<`@p6+Hg$+fNOlAb!Bb2D2k1t zAtKxx2Pdl^MFq9uSy8KUI%7E4!^wZFvOkTZ)W_AKNOoE3w-+NKjshktsyeCLQx8e7 zOsei9gd2?3743s$sg3%7yLJuxs8H>Jx(RKJn!^qmDBkBuYEK&8IVCvIWwx2wqwcmc zI_j)Qa(e`+Ua3>3ITt+3XD*W}mBVSkMi)~;F&H(4zq#_bDinxBy{9(X#2yQSq;O+h zPe}l=WfU~EFCaq-8u~Q&+$1Z{GBiX~^g>y&%F?8^j)PUcY!&!_uC!mQ7nun5dAFOa za=WpES)+vMsg+wdMQiIlKZYElUOwbVPq_VN)0M$Gsqq41GAOi*0P}Q|r{=-YTY3L& zYmRv{N>%I5HeFjO@IYZdl}%9?$9QlF3&a359tWlf4QRJK*g#~QArYQnPNiyl3JlWA zS_@-21t8lrJ5|(wp7V|vqA`6w7|R%}=y3ztHLuooY}(8;pK85vLBSXSIIXvyy+F26 z6q0ysRZ%s|SJ>|uL8HD76f2KPA`#}j3_#A^YcHk(4vPUMwF%x(20OjVK445OzDS7l ztj^kG4$KW0<6) zljI=^83zjlPzINbA1Dn^kuSQBd~Sj39;l6VgD+o>bKXoh>qLk!=7-mDMBKv&-PEts z`kgM-N43#^9?Ky|!YCZ5fv1e4IObw11KBTktW-KpJ`hYgTeJS`Q%6`>*qtByD z7<%@gwI+vQy>J|#R%vJU-{MBlx7e1d+Und_hN2jSA@>KQVJifM($wl0aR8Mr1jShH z_nF{P0Kp(;Sk4Hw@%B?z|GQbb)Y>QMr(~n-7t1Ao$|`Hg20S1Lif+63BtkJaSqpYB zx1hz+%8F)g%FV4o`V^Ummd^ga2+DdTqz9)FydWA1+U;$5@N8 z@#e}0+&~|Oa~t^F=?MacTw3qXHXRHj#^Rw6y!-hTeYB>m`$CZXk?oqDh4DQ5GzFMd zdA8Mm+Es=Djyp7WJW`$^{y@`^i29Xw`cC5|VsltcTEnV!iuVC3@#i!HDjL3`E;Rm{ zy71=trN9#~=cW+0?73WkjB;)8T$WcJz`!Mk!#sSN0 zt)1VzzIF&V@`4xP@I8d%9tZ9cAQtee%9oal%(rC*sgXEMw{^>?H+hzBPfh7mOB7T7 zL`%do(3(T<^3TF`{O!Z~R_}}lVtm3vW9W%Zw_?d_mQPKOoGbgr!d-0oScAw#ZNII5 z4#}$R&Ojt}6~)XhGk}%K%6w6!TW@)=W0I!XN?9Gyb!(^WpxlSiHrhRyBf%cd%dl&= zY;ObKx*ahbd3FRem`5bI?i)FfG9V0M2RlD0RVze;McdEe6S8g|n8P>Y=f+^WF07uU zRNmqO)MltI@BjPW+bXq)_W&jc;MeqjND1*(1cqWVQUY`gP#3e4TZuFMP>3QakJg}% zt#O*Buok84sb$%5fjKl%#pdP3S0kRtey4W2JlMp{Rr1N@YMSfnK7#=8WSl$&9;E{n z_+ifj6*hnh86o7iqkum&o9<$&EbSFi_4U|tqxMNw9utbK-kat%KNtewD#6KrG4$?UKa=7Wg7vxr{7jo$xdAr@8^d!SKOmcN+fZ7E>1|qQAFs4aWc5j8eVO6 zSzp6OJe!pi$>CljZMS*-qmRl%4@!>iTFt*3x=>smd~S$P7|F3_U(*UD&=j7%m;+I; zFUC;PO?*lF4NSv33USu}ZldHw9g>qN{Xk_ky>*XtQ(5h5|0@dzVH+3b2X`+NTF z;@|6^-H&ECLNQHd1d#~a1uu1f+v<9;BrKY@wN~v;7p;9P*Y_b{EFq?l` z5H?qJrdn-3wjbns-Pq@>u&;V;zF6zDHIBS^Eu#aE2_`6!5?t$CY1B@CxV%eq9oxm; z@e+nOi-)zyKi857frOB=B~B2I<+;NXyWnjBXD?K~SYqk<+C5jQ29LUb=$OaDBbsMw zUsSQOZ({qhF6+QiaUv08#5?NS;`g!&oRmq#c`_`098AqkS!-8$O`|#Vo1$*SdwStov3C15-EAO<) z|E*2(<#*rNH)*b#Cg5y;f>A8Q;K8M8FUwCBFRyf^ixq(Eoo;W-`s3AlM2B|>5;26S zJMljei;mS65`;e>GW5VEo<@g4$s|A@U3AzzgLAQ3=~W2f0>$2T(Klw#fMZy~Azc33 z(uTL)>X226ICg>2T>#%ffrZYCQIfbk0HX!M7a=SiGS_vv3nhbpB8ktzD84_u*}ZL@ zhc|neUw<7l=GR6T+ev~LXFayr7gj?h$74i@i(OWPQ$S*u0+r_$6b(w7PiMKpFW?ui zIXUzgbAgyJ9zzCW(H9~i$>djlG1>x;CdfApZM`qjHY=fNWbK`?0jmsDVk(B7(t9iq z4PqpuE5pik6b7MxXi<~tLcwVl6#5UG*gym!^n9_5DS;JfzF+A-wt)L(3~(@2-u!s| zegO}EULAoF!2*awjERJ_;bTw&$C7vgrTy+k*P%=@L|uJkjkT-trtIRdq=X|v{o1H% zIHg{FLBTe_$2sOmI-^63^b#6q#87 z2WFy^MU?Raxe#gqf`PPgfi3s#d*J?G%FUyCbb=@u0d&F=5aXz)OyWh{36wzM0hJ>$ z);i6q<8~qOM7qqUWew{gt2Q1M(U5-AuO`%Biq2|CRqRzhEdvIP*pvZOVM64oI+#H} zg>d@WXTG_AzrmiE!veO9$TAXk=by6n&Hm=OeW+CWQEi-N1rX}G=`w3RfIWb!IwxlW z*n+@eKy}3Ni3)oEhe7c7r#J|hhXKZ*p`jT1^jBpdf8)-8*$D_BCik2GJmYHrIm6YGH5+S-o3zfV)-lW=Kmjw8GbT>Obw!j`A%#XclF_JUcUjvGCEDrM6I6>q z=|>$s`z&;fL*peTa9E&t%tsCdc#IrMvG6(6EbTZH|6p1Jncpl(G~c)Oo30m_H=cp5 zYV4=0?k>T6yoBiV;%eAw4!={tpgLkXD?nM%y)IIH-a51e zN$$x4fD)jeC$PX*Wlt~iC$Ga|@HgS(6x6=SHd|d^ZORWJO~w(AB8I?co&`Rw$`8y^3^n1&FPAxk(IHJF1VL_ce~n2>j9fj ztGw_e8X+#E*K1IF0(mjCoWoJlw*82IeC~*UHOOjD9ZWBSRow@=DEq7BT32Q5YC(kt zD9mBX#|{qfE<%?^cGU2_b4{l=-KSP(^%3t!ch3+D)F0;j33>iiH;ppQ<;kM`?K+TK z2?qE`uif22cg1Z0r4IGGcbfvn$BMB1lFU<;=QcoOehcl^zEfaI%r~7z3ON9OL+|K8 zrR>HBvfM8%fU}o73Vp-wqwCu81DWq^%=-PSN~^kevE8cHj-CV%$ON6voY_OmgI2JOCmi*%A6E%b@CD*^ zw(HxbZbG-mNdkR*_=R^Ap9S52gq}LdH29U4d7c&8DEjOiHn229;8U9J8=Y4Jn>-C7 z1O4r)y8p9k0K4qV;B%F$LiMs-_9vD@FyPI;(e9f7HNl{W$Nv}14Oea9g~Rus36@_d zqY2p|!b1j+T&N}o*Fh84wg48_sINd(j)h~)g3K!c^= zi;N`hulfyis05kTmkMG29CCI2>^~f84hEO;i47E&wrUL(0yr?2Ax8` z&#&-9AM7?}c!;D_pbtr~o2Eb#AXyXzk|NMbw5>*#3>~}4zwhwSX?pA3#l=?Dc5UYNynUCcBK~#4$&*V-$Lur2MF6xS6j0f7FJ^mYS4IKc z6x-FW)r#`vtvyj~bZ4WIrk);aw(E03M1Xg*^XKUbN0!1h>D{FDf4(P|5gzdrL?{Hh zj;EWrdYU(O*@Sf#BF1I6EG|+HDI!oP`|HIw@3Q@$r|1ceBoDf^=q^dGDJDn=4l>}N zw}*)OS-Z8eNXn`LL4a|53o*Ye8db%H9FP~`MAR@Kmz%P(Gf7!AS<#klZTr`17q2Lo zYi3u-Wz$xLO6_cEf9asrnhCbN+9^By)_&?NRdx@ov!abgSErIA9`w4(iX?ASWq4f? zymb5?t7P461V=*=cOGeOz_^&)K=-FN&?CDz?WR;=TiO1QtG$A=yD7b;ZEU9~U8B)A z)Q#uA{9+sWj^N%bq|3VORy(8Co!A|qstS(RzKtE<-15Cwe|6o1LgxH?n`sgjB8sWe zE!LbNX3$~k(WmhUM{CR;ghz114?H>tkIJ^W+EuFFm3ithSqaci=^3abeFUkGqC^sh zep~_%p%KENMk0X-_g#K|_>m}pfu~6W-sp2d0SiU1kj`pjX9Y@|(zcvS@ow;p7$TT{ z1$It!w`mIle;;w4HDA7^VKB;;g=%g!LY37gJ5U}hwCXk?_WJ>IY$ZpCoG?w1q`c$$ zIiQu=9{?LbW^th`Y{7mb#G5#8jv8GjFtpk_=3z>$n&e>e*;_hs$WLLJiYhNpmjI}pJjLmX@ z7q7}!?*;?&7&v5F3`b|CWsD;%LkBJ7JIc#0tWHLRJHc7e8*fOG7N*h@Zq`Zt`pe8| zvyi@z?gnEHjsXuW04Nte>!{JgJ^Vf}}TzByVOek-yh3Oe>Px`xW^Cp9&-u6Zz#Iidx97-7yqz9CwI#gx)(GRmc ze?oF7A0PX2L&R~9X-#>84!}|<&Zo1f%KgVXfd4!&46uM`!oH&#m5j(*)%HlJyIJ80 z8$u!+_1SN&ZU4oaOTT1j)Q7~|U6$;ene?zau`82NIb$>N*t8lz+ivNRO=cS}5QUI{ z4{=S`-$qitdX_;D3?!Wf)eewy2-bZ}fAC>mAP^;DB8$tcd2{^_u=rEKPDIaZ19Jj?4}&@OqrU9&$*ESsJw=~S?#lgNZ%jc(PrXsG^ZXxpMVyPT@c);4z(!M? z7=`LblUd^a&5ADv4dz`*yBe58nw!dEjP#j)F@nS9{%QM%xPnXqR@6P7SfB2QeN z6E5txyLs(<6Xal?1A|a?xw4coe~4RTR(RZ5kx?BZ#F0v-<%fVW;{Gp?Qle)RbMxWvjJFpb*NW ziO~AzNgKn9ChpL+uN_DZEpwZ zs8(|%ibUxrD0CcR^vec@8T8DAZ3-qGXxxL^$Hi^Rr*Y}x>e0WfE#jBKlMWP@yK)T{ z0yi?3QR@XMf8AJ3bK5o$z2{fxD0Lzj06`GUOb?D5r|vXKCvnouBt6g~B(b4Lg#?xQ z-*@prN|Yd3vfY`aClVmBSnTe5yI4G!4e;RQ6TJ0&e*NU^l8Zr%Vov$sdO9E>MwEqv z2on?s;ov$Qd>Z~V`s@0)Zqa~X!~#B`h+<-Y_$8~Ce|d5{8dDw(%c*{fVJb&79ImoN zWo1#@Z&{&5on6LwW6xM1h69joWYw805**E%%>LR_k5kw>Zhu{rY4#aoDpM=HF73{0 zo+vw0G>aQqxy|#W8WAy^$*TLUa4J{!DZe&J?mm_tO~-^|Bp8JkFi+^rLuBYtmBOE$ zrkUO-e~yO9O#jnVKBC8_s$2d0LcXPqTuW@qMMcpU>yX- zn1qOPW*2^@ly5ES2b&EfXQSuM40H+ca8g#4f1H@8dDf3Sy_CTo5fYpq8Jm|)VPrWM z#T)wvASV)C;7RpjIvoXg2%CEx$}oyar>#@c_=s84XUe{(nVT$1H#5r&6tw@OozeC- zFUzW2nt){58A?`#@vQ!mRLMdr8@|lB$}QbJ3uO@sScf9non&nN8c>c%5cNI#8aD8S ze=bL1)JocQJqU{s#@g8&VL~3k5dvY_>E0~UM9FtcIWg#-Bpa(X)f6!bna>}bto^~U z^9M{?f56PQ5y1fZFLv6xz<>lsQ%eRI>^;ewG%IFy-Z&?jICByjp^yiCbDEI#*((gd zH<~qKL_*SmBkce7X&f>!q?ocXW@8#ye>A+z)UVCWQ#)8DlP}3k+JTLys@B#q69h3t zh*40W*lfs8m|_ReKe0-GS^mj z3~kD2curl~O!7?KK7>A<(_cw7FH>I<4j@-_xLHCL1dSl;AybjBOQYInf3+Cls9QTv z^ce&ln)(`^wsKWfVuxL29xc{R`KHtn_wn_=C|Ad#y2V4A1Lr1=2k-7n4K?=Q`F=}7M=A1CKO zG}BG0vaUY@iJVU!AvYaKe{)b8#?ifmuI`_qdNQ-(k8%l8|2#R9Fwj0Q_XM3u=&Anc zyWWmxRoN^(8f)WsX}WA~a(Pj%lIpcoZ*Kn97r>P-|HCB)F%j;qq#%B|;p9{9Ci_Cy zXXn^-0NRudyzudZM@_iW1nW!G-ee~t-WPSHJ?HCu2t-+T+p(7vf6(u)5GtTg(&Vb;+wKPM0m7lYM}W81v9SC(@VAs0 zWyjSfRO=l4V71BNe_l;MPwo&1)0A?nigF`~B)RSu>NhK_Zi`)W%Qy0Nl8s&HhjJ(o zX5pHDGu@*5pqqR3otK#1_6mhUfxYfL`rD~RFGFkdPPu588GQg|f9cR`mTNpgw z!EZVbi{K#*=N@1lo63GHH0n;)UOJ+jAj(d;)&ThMCiu3}`o-Jx*Y-`fX}cv~V8sunHnu@Yb7GXOxW>-))a>2L8fOx8VqOmk;!Q(+}_?;zWZY=nWL zF^-AZk|G{K1xYm~g_TLesJG_D^^<=Agti3xm+^@W6qhD?4HcJSrVJ~8%~@NI+cp+{ z&#y4r7kd#iA|;AafPF}F+ZJh3WCq;=?V_M1+7?C@1&K;J{q;S(>1KJ7$z*r?B#I`F z&i#DnI9MH4!Rqy+VD|j(`q7hDak5HL8k2Z+yuUi@=YZ8!X8;~u3PB&XZgZ1k|{j1wOwl6i$Zumjimk%3E*P>|)S=kMYA{1+y zs|2MHS#5EI5*pg?JwNj5AXax>F-Zv<;ghJ8V?*xkbKg~&0x@`5sM{$whN}KNgQul`_mAlT_c4M%bN0Yn zu_1K*(W|WCC!s{6Z#{XH1|vS>5QQMD<5ThGAb>SB$epRx(Jy$j!O7b2X*M!mW?jjZC$MkiX}F_( zVT&n6Az`qLIgEWJF5wl&F4|6c6vCWzb!yDVCF)xPcu2z6B`_iH7TkzY19_SjB< zZ@C}2jSRg#dmnW2<4wVL#v?SXDz~@YS7E0-NbrZ_$-cI= z$cnAeNifxhb}U~sfS0_mX?mU#9?$%7o-CZnNpEt0VvJzPmcnNaXM8dkAKg`&wqbx0 zV*-kpH^KdC(|6s$3)eKl6ruJ31;|me=)i@Za? zKDUp5wx|x)b;C1fjvxZGPgbVh={xP@?j$~_Z+rt{IV zXw@|JwvcRmi3Cq?icGY3W{C7_Xg@|tpGE-#yd3J#5^9MdyRnJ#Nn~n^YPw9>SFzV0 z+Zz&Q!w3k^lS!6(1qDTG1&%>(v|D2}lc}12Es?7Km``6e;f4s$k;piQIRG)DZgB44 z17AnS77J?+B0edSWSt#Fc4PM}xPgVy7PoRH>-?7IMdp98kk;|0OqLw3CWD8-ruPv0 zreT7G_4Z`Zww*ipZIUd3mM@a>N@~0i#)+}1ei~8r0&)?kx4gA)JkPZ<^m1?q`+jJD zWM_&stUuby3#$`w3_)sN4B}kyRT`l*>C@9C$h6?MDF_+$ZjP+yKm|uZ7*1X1`dGL) zE$0B5S3b{X@>G{Xi6N2=>x(#Q6b%TZ1DC!&8hCr_s5TxK$We;{-zYm!;eWeWy=Y`z z_dx#vJ=0}Khew(H{r5`%8nzIc;85PWpiKPA;a8y z>+v&q1=)+;vv6r!L7z(2vL0M(QdgmoV=VOC*UgV_{z;abG{%;N)a3JGgV$b8z0u2Q zKEBsa155R*ms4+PIqj}4|9WS+{1cEZiTc!ik{_0eE1@XC=^%`(Wed>EhKp{0*Rc;5 z=LBFJNJBfFY`X!Q>1?zRzYuSf#*k?r(7Qm6Xmre=0kMj=`;b2~ zF`)o3Ty{-1qsB&E9K0N5Yg>JPIL;j@S4tMqI}HjXknh3WH(_}tYH;fvC@l*76arYa z-K&ky(a2^zTUY?AF+()$QQq5^|Gq+}{L&aD908Ig;5#0pywkLPKO7fm(Ex=QPm08( z$=9xwx~bKtCvM>ulP!+EXyQiD-*4nLnShOo+E<>fjlttWvP~h0^|q9Mo%-cR9Tp3I z!B9f*FcVuK1yBNyC}~3BCn=qws5n4rfbR7JtGjsuc38r`J0z*deCvtIkwrgJ$ z`~4Evu}(hGUH(i>vKWZ{BtM(jHjLs6$|WJdmUKk+tvFmH3%MnT#+uc1zxl?&hmazY zCg;^;SMuuS(v9JaKDKTqF=^G#ZT$Uv~p9whO%Y@B$zGzh1w1^**NyhFC_k#rkSNC__b( zE^?e85<^$D_#^sEX}0{=`sZ=ptM^%PdlE(o$YL-3QGaxNRq>AhIGN+*lf{Y@h$PgD z{_R*RyQ`HVii3D5JKjmH?5rab;soK84kldbHpomA!j^D8$Xr}Xq4=Dt^!9FKvv2j1 zq|vqg5fz$lYQ3dIiw7~K zmo$yOdVjUN6}Ca6TAEH&p);(xUKTjgjTbmWuaWP*RPx`IXwA#zisCrB05ko-N908> z$je^)eT3Er$z1Fg8xRRg&j9sj9hA_5=P7q5|Z{?evm6u$>>=Z|rom052 zWx0FlyFT5hFH3?W;Xgm3w+FE2~o zR)1WT!uNlb79e)yhY!81;5?Kte#l-yH*!(=j-c^}ps8~J!AH=zIQw*b!O|GTuz!FT zN@y{9Kb?yGu}VQJ_#s{q3_87gKgjOy{U*R*&&w}-8!+Wv&>G7ou7jW$(c%;gC`BpG zf+6{nV6fwAD*_nBl?CDzz~b>d$?!>@?09(z`F;+vsd=6Hj*Pk?`TWDr)`idN4Mu`)GdK=ee@hnT=zH~z;h$HPb&fT?)86!MCwvD)u%6ex(;llG@W_DUi{p5TjN3bQ&ff9h^^FjL zT|h${n8!#@pEfZ0zgnwp5R;7vY=5;`QXKUGP9v^{a}?EGC>>E{{s5}PY(?4As4{mR zDFCH*!36%3+awoUA;T1(!2Ea$`XolF!{L+Z^^*wc&y-%xv-2yzK3A8raY&m1T24?N zlT);qKqQGLs6C|)Fpk-S)fphAcU%2T#szKRTFvMyVw4rxgZ1gY`>0znr++EQQ9(~y zwu*C%AWfcJze-;J(s$0rPCe0mtQgk?b?54Ywg14N!lBlwV}->Mp} zdgY1FB zJ#_L=T+h^$Wh;0$cz*?OGDERY65+#xk1FfF66XiCGlxuYj#8F=k7_ASP?jW*C|Yp= z0C-v^mi_fIu{XMcEBFkko56NgM8EF15x!{){Vb0v(FWkb55V#OLNC^Epz?3NZOgH~ z8?XzLJ(OT%!;Ry6XkNa3=Nl8;fv{zpaYCsTa819O!<~PDaer07Atudb?P1s756d%t zIrG(vRUd4aT`p7=+W)tr>svL{Cw z!nkOe(|JxOI7S7V#;!F~UF#(QpTXq0ye30MGVUUT82_FS2k_(ry+KdO2V-2kh9UcQ zU^qCRkJF6sW`D*Z!oubux6PCED7o#M=4QD37TT@kn_8GhW9Z(u^?j{7^dNUYfJ+i~ z=c#>~=1rd3_guF2h<;jM{PW$MMhp><-F>dHDAhv&&AYLb_KonqqU2CLOEZ+!6o-6I zR(D_Q3A4+Q|HWC(Pal4HKVQWp1)T#6W_~yDA9e#RzJFc9sXB6oFBy7E_c%`MQ-Z2$ z5k&iMvX;EP@t;EyX#8g@u0-2CGH?2$Y2JseB8> z;RqRqGa9!%mO^;5nP5U(jCRwYE}Beww|?RHWI$i zuVDE^ZAAzkd~RwFwqtvp)MhG~$=X#;4jd8Ea7~diAD+y=-)=Pc6g4B;bI3))qX9I4 zufOgFxwCV)^X7uj{$E^QeE&L#oS4Od44mt&BY4P^ik*;qOekndoe%CGQu?buuYc;t zIUm-(7rBy4wdT>9i`82C+<$$OHUDmJzN5+^*?dfPnkt`H!gqC5XJtVRf+;3FoYaX} z>`7-WJm&d|7JPY|6gyp$Xl94}c9rQO`R7ED?_Y;;K5uG^SnX%U^Zs9W9Gp| zxm~%eD!pky&w9F&8G%!WOxT(KF%_^ANhY}@t+3YbdBG>HeFh z%5GMYyKSRMg_w^O4ipn!-0ASyUgM&!LVBItAKd2?6^ha-wxKhoN@lgN2thU01{P}> z2o}Lnt%YE*@6)U^1b-=5MKB}Jr-Hcr^=)P_6uY@ju@G4>#c+g4L!}usBeyB3Bgs*F z+QPk^#~x!=>_|4DW)i9j+YYVFNt{-P1` zceLUN{|}I@IDZq#{nR3!Ouay90Jy*lJDt*OyM6cmWnR{8r5B(RhAiaqz`+aiF`ug* zgvnmNd-uq6(b>}(?cP0^b~xSpZ<=ncLdoJ-Sd$5cUBCavUB{8^1lmG>YLoo^5?h39 zkel0=@HoJ|Bf)41I&=4SuR)`cNZw3;ERiHVc>UcN3Fzp61hb7^QjGaFjMppf8bqTcR%hDXBKR61#NiYjyI-et}0 zIYbgiO!d(jz$VqZCEw$-C@RzhTG1ZuP8^3$eM)l zqMb!sFI$0*5VlcO4t7ntsIe|^_#%*w&$zOdcvu1r(cy%XkRGR;%A>fgl=PV;F&H)qZzYDasMti!lqfrbqDkxEzw63%Qh(cGSy-88?cuV>@1IfapsTD*soY(Wq0R`r z%ZxZPdrgCX?~$vM&F!KO9|N`vtLsK5>D0_h(8yxAGmsoqXHSvIJ%{-sH5}(kxZt;i zi>De%+71TwkQfp;xTWx5l07Q`&}3mHrODbrt%7PeCyHgZ_fXb#W^P9r^d$|on~fO3ZUMw0 z_RJO#aH^VmHn(N1i*A_B3E^gedcK?JZi8bzJ#usXWxKl_pm6Nk0-uGdj|ub^_4oyx z(UNBa6a?WUfgU4l_Upev=aF@He#w-ya! zt(El6M1vR_t7t}q-Jw4#s`QzKP6@MT`_3ubceTMKCpUG^iFh`>hu*^I_aeaSS0-ql+?hRb58=7_z{8BL`!l#D6j3HC#XZ@k~ z##FenBu*#J8K&O&`_UQKenzCCIAn!DJ%6!cWdjL8f%J)$_CWI(wlTdO?K0p<=%CL;*pqi-(484kYqN{- zD2T*@Hl;DfoEeI;qilQV+2cz^8a1|Nijk#=v3le10U zyneu|@jHMhMW;@mMQhu%Ps|soi&xhdpDvIbxFa0p`@p1;18$SW(swrdiw}QtCxuS9 zU8ds5xig}BR1Tk9xRX0q7r!oiCs!eoi2`y~%nL2hr_V^J$Bi~=0+jkR0jnON2by(K zR22NLL0^zJSB|KM>ag2AA=P z4HcJblnoRCG?xKV1}cBeS>Kb}wh?~!U!jLSNR5R6;O}<&U|(YQGI5%TZ>F7zI~|CG zPUul2Lx8p~e|>iWkRoNs_Sx4?Uqp~xE`Y_iyWg(p>UKp}FQ3q}>+_o@-@ZumRY8iB zr>mR&iY1irI9X+sks?Y~H`VIb^&dC?y!m1JXvHXrqjbdyr_6r|TsJ5Is*1TPN}?o! zPppVmvJubf+qU0qS+Z8GEziN^QNG$TFnQul{-e6X4a!;_+7>n)rRiE~qmII; zw!wR_p?1%OG4j|M>BaVFVtg;$eI<+^X=&V>vTck|jcRV)i(}hMH!@&lC(}0mQ6)Rs zRI;&_hOI5u`F6u$qF#wz4dOhZ>vwRp0Rtv6NdQluJQII3;3P(tz}vDoB3aB~P!N{I zPUsEi$x`muZ4&2ePIcCkXcO;ml` zb=FVdW+zKAXumyWyoB;^o7O)$hz%bh;vJSIBxZlb(hN$TZ5dFaS9X7WtCE(bfnV2T4mu)>9n-F3dq3M(bDs^mNFFFKR%m9<1bvMv!4l;w#{OV3<7qiog#Tfi;(h}9XTBw_qg zHsfhVBK|-`pJf2tRt$dK_txp+WDRGeU0{jRDXuQi$!J07EUqe}AY1${U;Ogyr%-=5 z0We4LEK*y|?r3393N78t_SE6YQE8wl<-y(UqAh$j6&Ex(huy$pZNkN~;Lit`zCCrgF#*~eT60~EqQ!Ip<|b5JAW z@z+ykK_9ENcP)$q;CrWFe-;aT0Irlz+0B$@8VC2@S$0#(>ia4FILVN2fh}u&P2GJ&60&kEX zj|A~&MuKpW3J9Z9_PyCKper6;qPmie9(34|V$Np;Di%x@;8D!iSd87fVFSU>vE@5_ zz@R#+YyZj;Oc>NsRBnXH39o;)1VcqGs^f5nJZkV??4(oH%dYKR-3L!?;pOxkJX3`P z!+5qdr$?xFN~qktpO$vBj}miVU}_pYdWku3%Y2GeunzUCG@)3?NFGP?4nTw*0BLLV z2#U-D0M#NWVsm)G-5g%{QoAeAaVOz906gOE0#>X=X~PxV?e5(*FqwZfX#)NmjiE91 zgleaOUYe1@Dxc(fxeAqa4I_(C;|`o;THK z2gu)?gi5p+wmJiOpwD7MnHTu|54s8{;n-x!<~b*(5s-$uL{5xW$NNEJeh#EgAl)Yt zrhn@VhO-WmC|(I60F9J_$uJ;)*`O3)VQ^F_o4|ypk5l@x4t`qYS7ALkrm-)R#_A`} z2#?OZ$n?N>YfoqUseJKdXhwmB&y`l??FK@fQI?^)g3^C=vWDwN_@)Zr=TUKRo?zIi z|7DZwcfyE^DK(2p7B9MTltXpgRJG++tZylTHSxpc1s|f{W%c&Vpmj3BO-e_Kg4tm?2Ue*Lk>p_kus`Mzn^QZhn z>*c?%?^JV#X!``OfI8eB71E0Aztiri+H%0hmJ2+TafCa$pf?)XS~RgWKC!jv0$W30 zjngHb=B>kXIB}B1*&I%PpjjDz)$Y3BlDH}{3T)VVKP|QQ3lrl2KG`1IYJ9BS4&F&f zzK&)j5r98BYvGJ|a4CCIKxZvb@61zH*H6#b?R@5?q`=cl9cz_oI5+L zGJ06MlW%GEMeR9l!5%D%5hLTY{p0T;m=>ttgl`%|4d#q14RT zsadw)U(}TpBs=wYKOQJK@aZC9UsHfRT4VeRYqPSw^3&VY9r|aZ02VQ^kg1ek>P>+x zO?&dXKBYJYK1bPqhwa`3B{9WJcFN zNs?3MwxK0GRVGg77-0c+@mV3~{|6iYBXS`2;bd%J+5W-Uz`}5|pTIunMvgcvI>&yI z4@k*h1hlKRf>|DppR*3!Ieu)qq}f=?Xi|0|uVNhR$*04A7L{=S`|&9EWle6YL*T2J zT{@rz?vFWm?u`zk#>c(@YHzzewcYXHk3KZiegE} zI#rLM>=G4wj^x)T8r9YAf2aQir%qt`~Um`WZg> z`|ahk7q60Rk)u4J$>MUeARHqa^F@jY${Al=7K>k_ua^J2{ICCLK`@G0vY?1!Vkf+R zk>zf=q8vv%aV_m=Q#a-_u%D0Y^Ayp9gPs1nR>?}>)Xf|F!BWK1e3-Ycn?|m+EUf9z zO5fN~BikLkun)SnhH^aK5XJ~LGg!L)vXpImA-91wIYVjg*F@7zuNbB%&XUE79k*0JkBDDDO+K(qPg|#wbE~Yx~u0yh}Iu{ls+v9k7U!Ty0SkI#1P5)#TOaM zV+sq#D5rM8^BYlJ%hpa+?voEcnlOGdapc9Tl#Zjo5Km&~JMqpZ2j5JgVAJfv@pijw zYU8Z+cq=RI+^9D$;a#=Xun$oxeK+-{w`!Kp5YGP+RBo?lMWL)cuuoXjYH2`!Mrfq( zb~2Faj3Sa|gTveUlME!8CJ0kM$$+#se(}bdhE4A3c384dt!~uSlH#b-HbpSUe^jcE zOM)X=s++nl>`U2dwH3o;7X5}f){wQ2ZJ*K=!5M7Pzz7PAyI25n`w&8Uo3hs0f#Y=} zA+Z&hActsl;aZUd5wo!emFd}k8VadU)pdEdOn7AQm~p^kBeqfl2;n)+qjirlvz;`H zz;$g$qLFscwZlsQ;Jm_NHADcm;}SnBuT9JVI8eFU^F|6C%1xe)OVx%MmVumHi7QpA zl?@@ybCkvGAcRUD;Bh;GYwK#Ss+W{UpY222ZMULPe-5-VY-h?JEJF!@^Q^FIF1`<; zilN*){+~mZ5^ixhTD*`OgB{V8dY0RiqCDddO|C1K?*XeOUIg&y%5%OOo*?G^6zjFz z4bvvuiAf(|H}84K5Tg5_H1c;K;nNNIauio}6SM--iyMR&;BNZya5J-PvCu<^8j42L#3#D48B2(AT{I)08iZ7Y9A8x7~Lz*bK>{ z>m`pwrT&EKblvO*n$(2n&%gfqX*4iJ3XKP(gwjF~$LSs^EChOt2(Y@FV~9?4x?c4g zE&EWkcA35+;cu(qSK!CB`@QHIyImOna3fl2hs+S39g3pp0|vu?p}SAX27F+7{IH}G zLZ(T#$z(K#zA-RzGSs;Tf=yOH%20&Kqos^xHL%%(isMnkK*u`xiojN>Aw7<=oSo9b z&n*I7UPeq=)a%aRp!ec$=-e-FwXBLEc+wQW?XDEns60GLi(9qr9MEU|^hkIXE0Alf zmq$}gb5xMwFG^agAf+&VyRk1I%Z;?jwO&n9YY#R?rdKA2{%F*bu4)G{UzSb_$U(U6K&;NMB*YjC zP2~w(Z9=DuEI~2x;^10+lJCxbcAo{x0~FW(hC+pZ6h3H~Jv=Ty{Pgm#PAju}4#+Y& zrYP?R1s#FnJE6tB2R&0^`{TppP$tUO9floDTq=Z1#1~LmUp$|Lx>Q3+4xn$lwabQ6 z_cPrLrN=Y!(90YOfB{}OO*`$bjc5wjCEfRMM%1v%c1G8Xy6Bvc zpU0+y{@c>=)2@IndhDF_(2JkR7KS@#leBV{t;t>GEKv0(bpMu^OEFK%7ec!$-`fy7 zpTgN|f8KRzIZkkt62wXV6oz{@-j%%X4BMN44|5EB+W$|?RB3E3p8F=%o1zJweDw12 z+5Z7V+{gKs@rex-m)E5Y6qnUQ4J?1nSzB}CwiSNgU!g~-6CnTy@Uopg?9Cgu$!5n^ zXFHR0Iy$Wo*Ng0|CN-va{TMIt3z>rVSb5Cjho&gJ{g0r6x#!IO`#@WJ)%;??(8 zVLVAt64G$8SWO7Wh%!EjFhNPcCyR9Q%k)pPe=h#oyfh&gu^^mKL@{v-ZsmWB^6CAI z@Tt@yo6T83rg=U2;BMr~-mK)(lx{-HOc=*JML0gKWfIe4EwA(Yv*J)ctL7xaC=M75 zLPS_HlzImrKTgE;Lt5^x-VQ|=gLGm0Z@1|x}s$p0s~5-iqbd0XYFjamdfe30pBYVEx^N(Av>ws~%-~o&V#@SU7ax zpf;Gwjnug%y}tR}{Z44Hm9WCy2KEvFTkQiM=E|L1&h6L0eVBsVcps$HuNYHV`lQrV zz7$3kxw|h`etxsh(Q11q^}$1zwWX0eFXmUw@p2>bwSQ~x$$o!q6AGZZ-|kP=FpG!c z7NlH(615IP?oSZsO{T(!2s*&9i1uJP3=jqpbHX8X{aciV2QMAaM;*id8`nV8g^giX zfNW)M%Dw?sUSE+Z^T+FcK3J(1bYlQ6dJ*WBYP}UhbwUuMpiKplrvpZYM2(|{2)9z? zqvAsNX4r~rA-jLc!=(H15OLbXeW_$FZmx%v3_)sxOU2!95W7dP0>xHD=`-Q|vxeLN z4P)jU0oT%i6@*URUFyn4RmXGb=2Y&kHlU9;MS`R*tDdr}5YzsyoM6ju0~kP1NV`Oy zn_KILzbtP4{$W6VVu8O|?^4O{%6S6<8v_x6vF08T>y>|13H7Y!+!@79&Ai?xxG)C^ zeQ#|fv=aH!&t#oyJ3Fc(oEx6!sq58HWMV{Gtk=?1I$vz08H~+{BT71)I-3V9ahnK0 z<)z3nH&v_#+{z(V`%cBtkW(3OUx$w8LBysaD+?#ORNKlo751C5G*E6ksH`6wxPiH4 z>F(1?TVH?Fz9LZwzB&Nj&l^#ClhYP9kAl|Xi!Qd_Z9>mTJY7puTIlmW)n1Gq zqOAi%4~XOvM0{KM7+V$^s*+mMmxDdOyvo(R)TPLNUad+wRFo&sC(*DC3S|@^@W1Os z!O>Kd?u!3xiI7Z{arZS_?H@{^GgT8B+>DBF*#duqt$2he*t#1nYg&d8u%f3}uT#&_ z4PjdU4rM~z3C~YZ1VaJ*W09|wsZs@`@?IE$mb;X=o#}og3}MzOZP}wwLeFiQ%?(JAvX*a7Dpr!vy?F zWBz}-ArX0b@OVGlT)nx7<Rlz1GJ}gU2&Y)z&maCE?0HegY;14 z53Zq2m1bka%9L8$w#g37#u9e`%mD06rl}j-b1nPSA)3x>?)Tc%*Bf_Xh$8HUD<_dp zfy<0?MDGg#Bi#~c!#$W0uzFm#dz}(vv_-$DH0av#!u$ZC2@9T*9}#NleFTdG6p(+$ z5o=vkyHC(yo$cL^f!Bs=h=S+hN7o)C!A(8Wk1K}4q^YUZT8rJr^Tvlqqs3_R1m$fI z#oaQ>exqhLJ8(v~BWH9w8m?!do=GBdX!E(K9#y7>&mi5ITsRC*hcv~YxMdOl|Lxj_ z&N(U#mekH{(th=Emx)}Qab}#Lunm9T`g~vk*_ghQd07qB!U@>1J!<=3I58UI7)Ck5 zadZUJCpd;dQ*#-|;QtoK91!F)g6>0my7esqMGnp{0Y%OnoN)@>c-y<*U*~T!^JN4B z>B)Z!09tKdFYdq8qQ)eh78G{R;moK`hv!~rbOKSMN&%6E?XMGy@h%;#1zmp^6+jDp zQ$R^>{Fzt;5rj#cAiZoWH_+*&i{h+X zPh%@dLPR-xnHJy$aI@|vNy7Hsq%{*sxUYHagJQX?;E|ty*vQ(_e!73{L^ ze+4)5AhmR>Rldxs)QM&uO!?!aiKNEX@!rrU$w?gG+ zR9^p2*iecv8l$*wF`wLM1Q0P7kwAi8fCONFwuZzBsY5-AAb6RrL7ES;jfO$*oezsw z{{g&yrOKD_i47E&0jv!a12Hx>mr?5lDSzcy-*4MC5Pt7p;YWLzSpJmA4t+?|ILlD9 zKoabw-GeOCu@G4@BsoF$*Y7A&vZP3!ofK<<0RhZV)bVup-FF{}CwCJ(xqO3rzaMVj zyqyPhqLA{bKe=5^2vtaOF$pk7gu&Eu@^$)+Qh)Z>?H|p1Z|A;jzl0Howb-t{Sbxo^ zn67kG7VkQ5Rd4W#M*^gnw2Ob~u5gwpqL|nP=UJYEDZQL|RN!g6*(Q3U(=sgMEVXml z${2Y&SGesH>>^Z9J5|J+vn2Vf!`!az`0vAhezP=8mqYe^B!iy0`JgqyP@rVJ67>St ziMB^2K`amu6M+I2yd>N%KoE^X;eS^D7H(=6+-$-mv0;rG!`(3Zs^v?d5GSMw%WkuQ zn0O3NpJoK(DJo)}hL>OF196fPaXJzwKYY}81GzKgCPyJBeMA*G7ICBc<1VqfY! z4HNsg^##?_ZJ37}4J+*9RezQb5sw6FP~uo3lT9kh%$lWkGec_!wh;v3fE>eb9#skj zF!l&RN{Ib#CQJM<;W3OP^IyYvSDS5~nR2i-VR}K)RCx8f+ND+9he=#MeFqfIoxK76 zU;&bZb@=1@Y9MCJN2K|J#|k6HX^y9xaA|6sL4sz~6gnUzjFWJYXn(sPOp44dFo~&msWn(j6WU1fLT1q`Wxb<=5L$rPCuI?B?e z+sRC%Fe=QDPUFI@F{E3882%}t9_o>{>tL@LnJ#7?nQ9p1cDCLjjLIx`mfqW+Zy3|O zD4SiW-4#BG06B8%*MB`4BHHmf>WT#$Fc>WK+D13d^3e5%rQYgv3FxUA)&xF}P2h`X ztZp%JS}(d90t_q*qvE z(*-BKI(n0h>P_Hp zu`jP|R|0^}qH-kZL4X3R4h2%Q@#xGwj9KfY1=tOb9Dm3u09Q2hxyZ`(kXB_N`F+BB zGNIP&731gG#*S#WKadlYto*S`_SpV-Sjh_3zWYroc^4~+KNPqVsM z39WT2j3T25%>eXVyn3=@qYj@ZRY}A!+j|k0ahUuWCcB{~3%XVEW^olWv#;B15B}d^ z!iYPk8Gk)04IPW#`DN`IUzRU*-c3VOH$_iZmg~6aW~!}h+#`oJ*JKwt$Q}4|owDq9 z%p^{o8;@}V=uVm-sW{+Gr_klaYBe*p9t~+nCK30=xO9L{{;E5c1QfGT>rr(b*F*0q z0*jlA82J+T@qwGWLptkq5rfA9tRE}3h(|zdiGLS~E%6hItq;4q{_WcLP+hG{UM75Z za)d#&*3rEkRyAh^Z4ppS#OY8M;{^GP_n0L9ThFi0KBFOFr4%Bvfyv`Kj@H(G(zum5 z5AxieSk30E+6eq-2N*u?ydvph5kNLFs88Gpvb8SZs{f04^GKbeF+!fU` zW`9r3K6N32K~!U*n#~6APvK0+F*&`q2okatLAym8s@0b=LZQL;*wo;c_lpPgA>;J4 z+QITgwZnhH+8L9wKl0QPr{fa2lJn~5lZG`ltdE6}{;I8y%{9?|??8Tm+>wE6PNL{4Hp44mjO2r zDu2ycTd&(T5`NFG@WTSN7d1;#_v9(bZnCF9vPEm40h$6UTRb-R$dVz+IX(IHJHw$a zlhgzi)mVezXvrg+aWKOmaa2zkeQ7wOR*Zw9L&jUaH%bjFz`**R?cJZ~qG) zGbbal2x}}LzgR;f<@D*pv?x1M6%8#nw;g*K%++^`;j|Twd*8)xz z*;6@N$%rrWM$yYrRj85K%}i7Uy__2Lk#qUSN<>T878d>CO~$9@3k8@jgRRUKpnm}) zDaXh%W?41};p(21VwNWHuu$M#M=&l$FLSSY{fnkPom9bGx2+|t8KnZO5HkTvKF+rr zW6n5T?ha~qN9H%ChN1g|0&6!kXj~72u1{fNG_)0H?GMVb#+iFn&_qR_G)q$HvH(Ze zk>gPnI`35ZFl=A>JiBXDZoF=+VSnNQUmV47V5%4iw4KVWuknodyk7~306ngETQ^p` z51ey5>|ni=O}!LGjDz2-n_8`^oF^W41|dt+AuKMumvI(k!DGEAN#G5JDk>ZVaME){ zr@vG(3Rn~;j*f4e`h0qgrc@qf(~u>>AYUI9ZLvG#)!t-e5ZQ>tw_{$Y=YOkpn1B~= zX-IeWX@&FCsnjMC;G?VUAU#UmT50eKI(#jHl*ufyeve6wQdN6I7RkeV?XmF3mrdI+4n6K)NMjExNk0)5EcmV^jsJ2UKE1+BY z1)XLkmIZy|fy|QhpabDVuYZfx-4o4a-mFBr+?za$Bxr3i4c_pKL6TU+gMry$J*Xl= z7KtIo8g!N~5(5ae@J|3LVQD6vm85T}j0MSnQ3g0b(XBehRv3w6uqY;7ThP|tyzU5&XsSP2|FhX|YgUqFai)?cFi z2{sd^bg~fyJZ?>5CetzhOT9mI2+IamQO`d*RTY;tD2-VH@%J(#a~R3K&uc!8Gj!H(@ki$QMamTtdAri zC&-ZnV1TME1;S+^6G_IBIB+W2t9%vkM(^J@fzwHy^O}=U-4^AC5{Ej|KWN^C2GvZkVx9 zCWF@_SMIlU6n`d5@Q8q4ta(aqeyh8Gowt_jp7PyY-s2%9QPU2LNie7kX7fb~(S=+x zgr^O&*M0G~T*y4>M9;qzvI5CRXq8XDCS>0$%N$)=_oc8EkL16GHC9-pe3bE&H;|C% zco(b-O@imqb{Hxb3eo`L(0_8fWU2DDU;R5orKiKZCx82{Sjbb@fv#p_q}Au{-{U zk_#F(uEG}t;X)$@8TJ_oTfk0bUgcfgJXkT+nfg&TcdcExD#oQu-dkmyw70)nAM2uT z&(sNPV}E6xJYDz+$S%GnPi~H<#+FUYY;1H}x83P`guK+ea1tGZlQeNIEaWZCp!tv-J6#d-?ZG(_K& zQQ(e5Hu25eI^auluIL50NNtt1BS1W$x__-L?UV^*TI$xHhU#31KY^n>(8sZE)C*XG zV*;Bin20Vf@L6xsEL06cOf~Z?%-tt7PxyV!1OO~tKH`QU6eGePmFbP=_4)R1|*CF_AV}ea)bPFuA4BEZYIskoXND<7c_M~=D zLJdB_x20I~b3#Fkvdddbk4CWsjeiDQ?SDe&dqa9Z z`xJ;%pn-!d`4ZNBSHGhTwcQ9>`4={BAo;U+b~{N(JN~KAI%TitxP9Y1#Kl3Cr@l|* zvQ%@15kYbqlKR-*pC=IHU)B4|Z`=DPe|hger`d3Xp&;~*p=}K(Fvjun z{jPPJk@pYP9s1K6?!8u@b$@k-p!dBu10aRRML&G_)fe#z%L3`AlygXsX$VyQ|GO>x zlUwKW2>@Abu5>-n8-;<};Ts~n+o@CM(I4=Wt}mY4B~ z4HTF0trQdkGBP!n;amYJf6ZA-liM~DzWZ0`um@?&g7F|g(l^`5INpkr)Qt8N=Kx8N zgqR|^B;~R4>$mYBL`s+$OkmkvK_?Qo{O$RTJ3@q#-%&m#A`G-A6WJ z1f?12S2e0`RIAEPt(}~@^z!bMzrdlZ4_&y7+b|y;3wKES4O^{Bi8{HQQ9LbF{3cl% z#9SU@Hz6qF;tH+Ie;Fl+XLK@$Pjc?9B+GSdQvv4&Irmb-rAt|^VloPjQXaJZayF+N zgRa^d46BWWzsv}qs^T~ke2PY(cy$Ap8%Rh9Lx~VD;E0pd?f8jOarV_1d=6Ot{I`d# zlVDXfjgg=#+t*_xnokorBL$RXPhpk11s^sMEoCSJ(EEcAfA!C0ag2c|1CxuV(8zJ# zF99r;5A2nsD5GSkYnod4MfS`QNy5@km}5XEJjhyY8wG$B7~AQ!DqGzh&8x_Xgo2t_ zkWB@jHD}YQZrxKBZRJMFSo`a$IINAEP)ep7cjpP1g(AX;2cYmyaNO@z*XWfqTdBJH z83FfcKDTbhf5_PFwEtya%C<*YT{YGn&9B})#vUhfBu<`QH{hKdJh#K-)_gsiC*Z&_ zSYwo*f!g}1@oy_=v#-vxOqYlrkMqH&eAIh@}p{7xm6=P_Xp`Ra@i~e zo6`}!d?!2k&X7XPb<-4RyI-z1ZfAf~)3o*>W`8+^wr?;?E%po|+ zL~w|6RWVSNfd~*KW`P0tc-60So@7(-PBO>ooG>Te?fk}o4~$B(=~lgrXebA=IyvL* zol((ZM&L%OjiG=u#Daz#ku|O1S9>5qbj~nx=q3rol++MQ0v_W=_bae_)+}%-4_dX_g>nQ8!lR1)b&((y7JJTRCHRdYoCA;v(gz!2EhPXU0d@vhG|g za-I=mP;fGF0&ICNn|%y06tOg1`H_ef#4b(9dU~fWAl?li4|qgaU@uGp-|JF$S{C{b z^;RCEYRQ4^cmU73sp?v-FW{bH#4_$}lw1RNe?G_5iTUpK%}=l1>+Xlc(o<9|SDyoA z1ia436xf+e18f=csLfCg`kzzC-!e~23!@E&^XclaKNNBp!<}XI-mtFC2JAYMwpoi8 zh5xVzyXtJR@-a0=A-I%)!Myu zf7Sv;jWU~$)gE#+<9Z^spn-t^8ZA3r9;$dVLj~0hQ`Upk)makM|lFWE^afTe=!7~k#&6s;Es3_i#i}QtFkDAFhWkQ z6-}KXR?*>JF`t7J7bg#e7Q#}L>H`POsm{|?~4-7yfXS7ZY_cc8r|e<}kT zCh50S2I2CiIy>dDt~$7+dUmQH<(CiTosLDOgn?PbFv$jhm!Ew-Ym{J~cU^y+FBlgy z#;1@pE>&UZNiE_=lUi6q)WLmfF|W*QUMNZfxo-3 z*_*EW!Deg2nIEhBFadj?uW?g$e^E5Y%aGta?uqBdWx`bUSjC z5yzQ*fF2M+&q|gno?E!bQ`tco54)GD_@$^~K`6-(6(Pdd{M8~VPpv1j+!)J*9Xl26 z@1#KYG#@3;H@b^A1u_;?UoC%kT`;q;$xtABb*T@W*+L%U-t2YThG`&Hy@y~*rWUU- z)0f#q2q-r5voaeTek~iHf8VO6sm>`E);oPYQlvhtU|+JIbQlC;4N6Ukz<~SW+?bPaX`$*YH8RUZj zj9>q?-9OF67yYA@AkGpG*=w7Y@0{j<9eCnE=7y)XnfYZR2n?9b)%r;_?9H1AgKSqQ znLm~G>+YM%64Lm9f2Gp>>~>H-mhK$WXfm&Sqsa_qqhi&MX*)O4+5TjVs&B#BBLB>z z+F1L|c5&$Q@_v&1jZGy$L#(Mp|8Y&FKUIb-`hH8@sJZvQy=hXE-sS6^Y}MGM&f-ow z)cAExDu$Bm)V(p=1_;es>ONV2HI3b;qpfN8rCn5f5Vm$Oa$>qvU@T&2WDBJQ zVC|nPgW2Cz2A}_fWq?13&>OuyGz!U8tda#GgL|$*VS(wWz%##XS_scKg>M=8-~atX z?jS-tDw-!kS^(s=|7J*te(GMYO^e730S2v$KDvMF_!$PeoI5Nz0Y^xJjH4(9-PXRf zDSO+vj+VNpzu_Y|V1H45gGNAUxhc!+KX@4;37qM}ls%J*vCh9=y!bz_aE@u0f!GZd zmm<~_6PM;r3M_xkT5E6HI2QfhU*T_KFKU{ks8dUF1oTr+iYdY zBhhIyzkV-8>SZ&w6HkE!idd9H^77nspDG^A2YB%A72f!LbNgy?;RS;bg&y?=x3dAk zK60FJ;A4h}1GkdFAH$E7x}*Qx{@lzP{4sV}Fr=80F?N5(Bp8jUi-*_aixF{$c`+iv zaL!+=Ik0}%SwD17)nD2bgwtcw)qL|c^MHZ*)gsWX|B!E^*5!*OTFhLG( z%uG=a(;-)E`zCpoD3x?K2F1!peJh_?q#)Qul(_YJ6=>MEZ0s-;1dTDFo#yR?A@Ygx zI4&@pyu`lwY^IDG47Plm$7{v5r~_nIvJijFy!C}yZs1q^i_$W$O{&7zK-%M!?;y`< zv^ZZbEqhQ9jykPyYLA%`t~G#2>T9_$E?}BVnJ*RlccVqIgRnylS}y@BseE9Ri1;j5 zOn9(6Ly!6OjAfJoP((J@qvTQTVV;us>Q@SC-fwO=2 zkWc%m#;z&}bu3+Lue7aGk0Q@)bh=7&c{`0b+L1Im94iKcuJDOx@VIK7F9hAh*RcMRw1G5azC$7wdW z68tZbec5j}M(CHH^Qz0Jj!mCf6b}g(ZJhNYU*6vqQC42___h!$n^SVZ+(_%Dw^xMV zA2ct>{5KmVeH1zes+|P1iYI%0?$dbOE<`87i(2_{!L{q{WdtU|XLbzD%rt*0OB?fj z0v>P6eVtx$3IBeXeufo9#TIT2ffzEW17V?%-T9%rk0pI0@1auuS=daH!g}Dew=-}B zA$BU8uP#u{lBcqgb>91jrCr+&*9s|TyHn4O&Su-C5f1~OJ#sCQA| zdCyn}%)n{{j6g}?9K6u1$gO{|*Fhn9)*_c{30a=4MhUxR)*e3!%n5+D$M{i^m5{d7 zhSV_+OT>Z%-fN=IrTE5^_u2iOz4r6NUIy3;*_DH~fTZ~2?jyB_Seuh>)iAT#lXp1{ zL%Kh~3Ft9MzAf_A>M$6=3wj-DBD(jODh3G^w?qu2=_N(~wMPQa51xNvh(D-MX0&8Y zDnJ~J>4xg>?ro~~5Dmh=N$`WL|A+l?*l|4M`bR~cx4euYj`pIA?vuFNyE-`!=k~Y?$Y!zagoCs?yMG3$sH@_T?m?_;rvDv zpQ-@7p4SCTUCNYD^-F)Ttdq60w!o%lFp}}2s67L`TsBP*Vbdao@Ex|fc`25^Wa;DH z=&^@`P)!HHG0EUtQLfVHv7h85+%z<#3GB)VswkylFjWYz%fPBy+5&0T_{nlTl|>Y9 zCsUo3zH`odBlA_G9G$`C8$P|PODv;BUIGW&DE5>=VMIdz0Ih%aEy`?mG4k2)^ux{h zo=BovW}bh<`E{FWo^dJ7@e&FlTTvwv4BSDsy!H}Hnh*gq`d2UY#vd8tkzN-pcdiyRp;i_UuAGdlE3%;2!K?YWZlf3xS z&$xfe$0ZnWA>#V;H3s}Wx3AYTU?HSJJd62>rfi%m7aEBX8CEK%v=*0=q1j3gIy;y8 zj!t#qqCun@bq)uk?%~uNeK@!>hl36C%&b$zQ?>7c_dYRt^{0%U1h&I(#NY^|*h<8g4P7xy5?iVtsD027cCXi`5{(!x|*E zNi$|pgLgJ*R(TJyi)D`MH!Q0t0ws%)+INiZ;Z}b~xS=Rn>dVMXOLbuCV31Cy0_$6*T7~#IGq`8f?t1iX8Zw7YMnPp zmqZD(WQ9cFoK(FbKEV-nJ`b7^=^CC zy+5kP+emFUi)j^dNr0*04R?NjMQ(wPBH;iNNzTSY3mcr2x20Irjx zbw|=-ij$L*N%M<2hgb{L{mL|d|HnUJiFH61rr3f7XSdhaZzezew5M~aokI>*0e-kM zak9A*-C33VK~sCl)_>IwAChGiyCkb8(m_*Gh8-ZoW@pnppI?8^7iTxq%hrVTkl&`O zRlArOzkdAlr`3zI)pXSwsuh#wbUs^|lM~aN!a2&K+V2$7%lFHkf-cIw^@Au4?`A(m z{|rX0AM_xlc;5tKkdOEC1w7H`VGuES91(XsoZl`k+vWQ7t#vQkcURM&=by~En#zSO zu!iAeb9saHrVC7h{*YAd|7J)$CuB=I8n1 zUAw4@xi`&UnqQme=TslmzDw*ZW-wG05}kDbF~X**R3?8b*`wdH>Xb9nyqLe98}Q(V zB}QJ&XW+<>3ezZd1dg_3;2*susZjznXV5*`M6uJ3_TRVDwIKz4Hf^b7<*=a|f@=Ij zg52zVN9{yV4MNdDopC@~2In5`9D=ucJR@S-Quql}vn7;mF>DKETSS{e=`D@qccqcs zaA}k~X|R90FVKCVj42j^NPtMnVo5^*2a9aPAjIPcl&^DiM7Ed!tcW5O8O*&A5n3n+j1L*HU$g^FNx^C^95`F@$lMUbm^H~O zIM5C_K>W@DlIWm-KBjKBq`D>I?Etq|sr|Jn9om27!P-o5OaUTqvksXsf`Z3s?vZ;G zBy~vG5X5pXAE#r2#AfgNb04;7?s-^eH6oQU>9c*(@8ME!R!G=oh0t-Vkcz_=G~$m) zmA5*tag4}korD8BJF>XRK2EINPAI=fJ@@CR+ktprn%m!vrNfOf+>QA#@%&*Y zvB`fO6wkvcp8eAXk5QoMhzXg8Lvz%bn|F^pQlQHPU7aYr3z6w-=vphQ)@RP+Oijo!WBohFAMLvO^w)2RpKi zn=+BJtS>f@su#GxlURLGM{q$d{NM$@!-s$AQBM5*YCI@G?(0!;yVBHGfX8@LT-^2O zsM6GYMqg3tZA)LRM+b=l26nie=Hncy@2S6?JI)BHjyUOXA@_3O7EbB$Q=Nleef9>5 zr~{}n7$|a&PN;nx`T{hf`dy3%!p6I>Q5X(ee0+ZG3y6OVZlwb^8ID{2HtE(IC%=Dt z9nlYSLvix{8|7DjpgInEf8;^$%PvsqF$i^hg3}wP&_Sp`y>QydY4p?Ym|1G{Ho{WM z(PsS}L4pa%5G+bQf9<-FEV-S`COkFc_vbldd}ox*631RHWb3z%6Q*=-K z?rVP-8sjDuJJOsOhNBk0vv3_d(wcuL!*R+_e9s;|TysYl;v>Tl^A1q#pO#RgU&}am z;FN~rB;VWpHFXdw^&`|~UX$*ALm=yqpL-IVu8hV35BlE+`cSOTY?31zGZ`ir;m9N+ z8$_+ROOk4i)I2*msVg+kYD&|bHGg~ctN#1p<7#!Y{8Q6>xLSR@y|9<_-C zefL+WQmI<1%0h@62|DG6iPw`jYda}NyPGOIRm&lv5i`6fBour6_1n1cCP6c@C*G%h zA_Rf}x^cSubVK3ddJ!(Ze-s`(zgs{0<}xOW1SJuP7VFIdlLQII7jeiCrqGoy-Ujao ziI%^ue;mI1<}wn~k3z&?e{5(+zo_+C7?MnfV1x9ba*O8VAdC}!ed4Yiea ziB|rxFIrj2TImiNyf^#p?AyF;cDsHzYMZ(-!`I4;ZuF{)6$vpSf1EB>ppJxdyIw8b znDz$dq?iWVR4eDtCFX(DJm1ZaT+ zw&M7t7C>=4G^^;Rf0MJw9^2nmv(Rw6HtmyNr)Ae1%!3Y~Jj4IWVR;1_VwnAv_@~qZ z$r=7VCy;~)b3B12#fepL2&lN-X$^;5i+g;^jG-tRzRip7_r|{n50T(;KhTR9v;RTF zRK1jGr+%t^*2EJO$NXT+77MWF%t&mc?RRdT_Ml8pwQ@L#e+0r{`!k&EN@Iz};^0&@ zzUQ#mrG-xbP-M)Kepl~89s*_v>@Erod@yujpKrh@rh^ji!A?w2f_w1r&jHVCX-uUT zr3G_W(kD+u5rx&=XG(TjC0+}re6(OMG($ufoe?USKuEJ!6BP-{d)ur}zaFkdC*X|tO7)|_HbVXC!9?HYVy<)PPv>#~w zWIK)nAG;#4+2I0q!wBpOOhMp2_@wo;=*+uV?6e{fS-scw9t0gy+JP#en>;KxC6 zt!=0FF$s=3^w8KjCjlR+exwOzaF}UPrdOrZE`iYCDplFm4yl@4+Lm<(0_?i%qekBM zv>yEu0lpy?GxUbBPofwk5>xwsU#P8hG?Wu0l7q0kmF3Q2VKM}fP1{uHJu2$_UKyN+Xm(2bgX4)cvgx3l(ZiZJ@YFt5zCa+f^kW3fbD7_* zFG4|f@{nM#-b!C61|*Bo^EaNog1cjEm}a8rIX80tQh(}Gxo!?mn}v_9LZ_ae%*0;$+4+qM&OGQx0j+Z0u8c)yd&p6Ef;bi~ibJ`td?QNJeL# znK+WWxf}bei_EM_0$@2seccVa>Gxn*GPGU}^GC3IDvaP1(j=gXz&XHInN==)z6^1u zL+vVb@mXt!^4_1Q2TjBpOo z7zr|m=qsswEP)9`25dH0zgsh;Y^oyo1wrO`6@Q)l9>g}`k8OmINwju>0;b)XJQW%* z{{8Y7+XCWIRFDXp7aU@5E8UBndE%l`xpuSifNc?rR z*TDCt-jl5l9BMw{j6=BzJBd!sDH6zg=$Qb4j64zXL%j5JZ4wse;5E8|mwKsX1kEI# z9e?S%sN`LgFp5xw2Yvc!5IB4s&ZoUBlpiYeK$V@(VtaCQoJEc7v;=8i$?EC)%|D+% z&`xQj)3b+|=_?Ck5!-O~LCLx+Oa|e~DCU(rDrk;J1wS@@?_@wx+h+~2Ah%6BRi>;5 zoQz4!>!t;bRrcp#<(}iH)kvwtq6aITdwQ{otAHosr8Gb)ky1EIyijU%t6` z?SmIVG>Im}_#P%JC<BPXQ&W$pOKoL137f4R( z-Xq>gvq&HT9684m%|OFxrrwRUvwvgp!KPUJNk^77Z43TxAbSoOV*2F84$)i zAU2hT;le;O=(H`1zHWU~8*$xzhUQAw8Kmz@yMb?e#+}wT-C!m6R40}Z4}YBcF%gg% z-g5xw6~ykXVkPHQvA{=AA|7&#FDl?J+P7N=uQRfk48gB+&dTFKJt;|jEFrD_sCZ_XgW))!VJ_N$# zfC%(_e#F~<{-F^i%hCkE+ke0PFUnIFeZ5Xs0ok3UYaoUYPlvoOZLg(z^~29?bL9(h z9EE($CN}=N72W!z1Jt04CN&hZ>4SSW=qY7=t+uwUFAFFKOWp0tTS)C~Zzr{=O6tT( z|5p7~A0`M7SAFgxb;y)kIPRu8sPYeGnfxHHeiw%1LyztGCtvzl*MG~{8hM}b`=~4g zgJa^NLHG2jPxs(f$NX?)My}NAVMY)_l5VJ zB>`72#HmXxNJ26Flq)Q@3dN^gVKH(36&C;h71kN{^31Z&L3LgnagIipb4FenBSL2- z7wef#nq!)oBOIE!wS}vux$t|v_v+-i&u+})HpSdxiG%vDePEbz*1WkhPsY`K0#aVaD3Bu8F2~+RcR;i%@pwBI- z58$u#6`{?=l(SHH0+NwF1@rex-moVcE6#_6dmqDciDSz!* z-*4kK5`N#m!swHYu33^IDXND=OBNlrHR*Wd7mB+I59 zXWc{l&?nOrHRKFuzWHW^C-)OPdG`wM{eFA*>Z|LRP7;&|DkgW!384v+j89_B5Q$(a zpZqrcK&hDh=kDMAdtY6PWcMYE7=NtAZgsAjte(vYpXyDkA7+$KRWpOXsL`rS-~D)P zWPu1d5)mPcqfSOzG}UZQIi5DF%1C%@+~0Pk+&~$LpE9NLw9Ne6rmhz0LKnK#%CE1M zd+$|?M%54IWtICK+O*Y8tFs2}DLJytoRA3AOkluK!j4-;9<|IJ9Kx!e;D6mU5|Nm9 zYi@r2;fH{Is6ZSx?M=L#5j;(|MGHEJWNNLP7F(-!jHk=04(t?DIF0OttgBoVcTXD? z*p3UtB<*jb%tPmn5e7H#YZhwt{)E7oAx3&7(^|Q6>-DBkYgM-PGT`88QL8k6a!=FN zNSeTygNY(@1t{U%$!NpIWPeDAexKXGNhD&Tw?U(G?-#mkTG)B)HILTH;7;Yeo7k4E zF7`Z1mtgHR_)t~4iL6?8?$=g+q(Lqo|F`!<*_tz(_Eg6ca^e2*^W9_$fT^WQ- zjIY$S%B=gFzwHWq-j1p)+rlG1A5@Z1j&L$E?6>JG!qcajRWz(;lJwsHI%GM-2N+gH z8aRUugRDho?I9yXMSnc(F{hXg5Hi|~ViXTBv%lM>f{^r?q^jSmvUQNuYk*A+xZ~Yd)w;^}uzxa-D1;In`yJdeA20iD&Y7Hof_RSUoCqiK zc7AQ52+ly{vGl(FfwX?|=(H^}i(`jcCE!7P z$gbA6(_Cj)mAQ+DfL=_3&-HdV0(?NB@EG{Q8~OIK6XqsZKde z+V!DP(vpym;(z2!?m!0|e_W|sC8!OXcV4kA96K5GElv zDu0HyafX1+USP5}d9FeP2&gjVq`%)btqoE5E^UtxAWD0v3*$M4yCvg9DMN7@qiDE_ zwmM+AzrzLhj5yzB-b7#mIE752aqjvHWz+Zqk5(bLVt)j&afU=~x-j8gsPMswd@iaZ zBq=+db+2{EBm%B~Ao=c!nty=JBLYYh_Aj0wI&l8y{3`;!C{OwqjQ9)b0-y~RJDz5} zC<3|}q~oXE@1o>N=7c(#SGR9&+{opz6FD>bJ7=B~Kh_rci2kc`FlCvp_p9k@+itf0 zjz3^bi+^sxvaZ&_5?3JHYlPtSaEZ$>89Up)9D|TOh@$pWP!2=_IWwJdSHpgOZuoIC zP>TKJkPKB11j6sej}bZ5XLb$KZAZ@O1>Fxi;CXf;ECq{}AAOX;s3{ zuYXGD-w1n7-)|P%lk_0FG)7+<3g9Mc1#Zzl?piFHT9<7PydfrH+G2fZytid-TF+oT zI%>|CBFXtn%-LjBZG9V^GAYzBLoh#sx)LLP0p{MSs?Js48yQ*CwoW_)F=Nw4?i(wC zghHY88Zr|^o_>=B)r(L(oWOVZjNo+XdVdtjP7Bc%s)6IK_6n{3VPR0t<-CVHC3mwDF5)#g+aGg=YUl8gH#Y4wt zgkok7i(=A@omm>C+=GQG+*eKO6LzX|Lo;q?a6UJ5X8@iaN7Q~lw6p6}`zt;<~$L_D@`Fj~^p0d~A}i?XVO$l6xh#?9wyqkqa=8H!^5 zF4QVDjf4kn2{Fv{uCj297-SfPwaMKXHl?cJ;Y0rp?@5ts3a4HTEa>I2OLwuLv4*uz{G(MI@ye^kF)wG}1s-8kJ1Xp{fpwMBAFkl0nI-cK!N! zTqIczoj6MaGeBP~ist&3?|ttHpDa%B$uIBl-t*_1cRyZ8dXk_-P;qiIKOr>sn<6p9+%I;jVU8b#DEy247AOyv6 z(k%zG@Bdkawv9N7MZfJbZQQa=y7GH9YuNY;#xzUYqOM$L+JyGRG2(=DYpMBMWo>YO zPdHn|x^XD5)Qm|2LS`p3xJSZycZ;Id*Tv#}n+8@D5{al+OPc2@pUy~vCv6?rfpO4K zyr-e9YA%X4u(nK)!2QkY+yB7LLgxl^lEbQbv8q6h%@@q^&9bO|OEtW_Ud%(676~GQ4cRR|!4l1du2<)2oBl+C*Ywjy*EENt98aiw zl_wzEsVHpfO35YCTP!VN3K5eZaX6!CDCC|PY!zei`@93xWM6mct7C# zDzFBLP_$#oRUUFSfnq89Wtvr5mVu>Mj2Iu5GH7C?rPZpQ5)L*1Kb>>|NSsKQew3>6 zCq&8wN+j_zB`*=`x~$vZrm$Jvv>#MjH6PBe1NTS>!n_C6v}{1_i~~9?Yh%XW8uyx- z2b;7-TdGrN$JmO`{+HFY&Wp-_7^WN5&2@j8AT}iw36eZl{uqg*2f(bZ+O)6& zf<3Fcb&a|zx31-61t&1eyRIGa8_lq2a%-Gu=;-K&vf` z7EO-<*R0lBl{P+EXm$VGs`i^w)t*r=biG+Oe=<}oKp{^dMI->SQQ^fay7dg?H<#7#Zf?i` z5)_f%0S)RhnRq?R*oQ=a*SXepzR46|$4n%`D(HO))Fnid1Y&Gp3`Ssow0a7`D}?}i z6yU}ZVb+^-(YP}>n}mZcYI7fVSZ`nq;;W4J{PvsKwAOddNZ<-gegymjTRyPofvI}o{bX+>b~wG+?Hd*PpX;dz8sReS0kr7&H8E<*SK;T~30sjm7} z0SQ`_=HnCi!A)DQA9pq`P{i3Qu<*=yf7W(kOljS*h{8L+Wkq|((>mRD!LY+jiy9%! zG?*j?I=yeGYXDDWXceCT_pvY<3hTg7upH6egF>MRMh@6HD1GsT4d$oPKHt>Ek zB^L2QSr-S(9H8AHksh{zkO*V}dDZ|9L!|-X2-NI7=4_c(i_Y_d5(a7DA+8>AB)CG9 zjOhJA%ZnqMV(v@&S;$tkMYX9nmWmQcht|N!0ixaOty-ogUfkQ9&h+#--EHYuE}ayB z{|Xqb#YZ!L#>C@~+v?7Eq;g#!3-!II?o6OFL7On(m&MNfLiqz!9#o9T@i>6)W}-F% zZPzMPC5U3UVZ6&E-3>34%5T%`E(n}p(n&9s(_rlZPLe!a^%Cx_Gqn!sk`RWtj2>Io za5BV&9A9-<{;EReq}_EX%e&@P+*={dlkO(-a7+vlLJfbt$xo1%_bukd{iVg$ zz*S*?3(;F{y=gy~a^z9nQvCF)p8eqI7tHUHorlHMh=}7< z3<+k;=_^!x<&()h>fTqcb~BUe5g#R3ATqGkPHAZE`Df5mc>*xUd-MnuJV6b+rm(sS zQ@!W71;_^wn7xLjUauj7S_2Z%WV3e9EG@H5=_~i9qn;lS6y-agG;*~t*rb&@FPheW zi_6z*!mtjgZd&^_%kefqwn#6yt4;fYZ4yXUdhar2?Z7sWqeNp@{pIQ+RDuS2hB)P8 zFDZr;x-+=m@+!~PS4GnRvUEA6?s8qd$sm^mR{s|DrALCARttSrt9h8Avf(4lF~wuI zScn!tkYfYjbP%~ybvI>(hYElYMq+t?3|30e<`^oy!27)D+p=?UQ_>0eVuXb3ubbE9 zZO9ePXTCT-GGU|;t7Y^G{JLDNR9-lU7tEGGTq}qs5QoS>);5hgD>qFWq-laee2bpY zEjStGgKkZ21M;AvI*`t@AqL*o?b03889X#L?%Ru?mb2J;ieOzJgI1O{rqE7*g>b%M zy86u=tR+~6N^P66E4Zjo878d^yl-8tY5O!S8o3mC@#h`$x#~=-1B@X;ayR+2B{=tq z*2N&eqZMH7e%%ZrSd%W)xF%&JH!ev5PX`16;k8e|N6f*$UQ-*owqJ|faaL=+^C`$A zip}_-E3XRowp8W1D~3R7{U?8a=J>0$_kUj6J0L2N?B$x{+zKUcTJ?HZ5(H+(*xTT<^~|4reC2Ol-(S9Zd&u-kwJB_$40&FxNM;KZ}1k3B9}df@0!{rFvM3 zw3SN2+tb7!y%=KTGu*vcZ`zZzMX8xM`9i=@OuBh*T#^tAl5Rp??UjRJcl6PMU`6Nk zdjE>>6PC1B(9@QbiR<%XBb}l`idYhNGtqnzB%yb?5>gmr@J8QYFBR27y+2z}pCO!( z*#cvfgrRw}6^(z$<_i*s-t8QRo@iuVSMm)EC4qOh%F~tkwal+qt+`$CIZo_!Gjb(b z5M=Jtx|#=mCvA>n?^;x;ow#o5wP@O0Nb}sTc-7sBTuX?&ikCw2n>qHqZr)wquE0Wi zBmUM7R>Gl39H1x)d;PdnXod7DoO=BvR2GyWKaAkRU?6``;WI+z!@=mFFn3rBuiE^q zI+L}_@DU<$GR(|en~zY;*p4*f5El_dqJEKixh_O0s#g0%=zF|?Md-U_-I$xIt`=F| zz(%@Bm1ysjvFheV9#$h}5u$|tfqKM(LmfIiHu?9*Z-VV zx6gu^iKKsA)&+0HXVJP=l_18VLDqss;T~rp6eT3w!W`G~LPWw|W!E);0Sy54tE|>Z zphFoFBOC_P7*#H1d}Wj*j<|}k`U^beR3Q*}tusCXpG@%jtZJ)gSr@btO>@XTQClWC zEK29KM=okXSiH};1kq@kbPp{r+!mT;I>;IEzNLQ(79d%?R?pOHYcp=)cLoojRdCOV z;bqI)T()^?kphtY`m` zJA*Ib#P?FJn4r3=m*y(-asvqi*qwP+yHbDGyvp*F>twDTuO6Iiih_pw)N}s>2>Vj0 zO=ALn_Rd}}FaG|)qEZUUxAYYR>)&A48gx&ipAGTvn7NiSSsuc=dnA z3Il%-ZZwA6nDlBCvi$^aNhC$-*Z_mFEbbBJs~`GOh{;!(w-UwL46XUK=y*PWe%xi? zr~|0Rp-W)NV4UN+qydTt(g{n!haDM`NkGX<{P>HC7^q`zmAQD6*BfaD)&);>RRFb3 zmhA))7_!<3qUUuzJtu)CV8X%XY6iNv5mb&e0JDsqxh1z!0}5l{1sU)&{ciZ%+NcE1TB?J(;cg4r*{y>c$ zjb**(4{q0(RQx7e+KuR(4mnByJQfdD1;kHK6mRu;WL;WQE;kJzlBItsvgC?38eLr1 zP2R4oxzcf94#@`|e*Wd;^T!W=`|@!&52*4FB>~xqsBk*%_eB`Q9`SLq@ClGl%Z?UZ z$)=k|c2E=Y+g$d}MQLJ**_x*}yqh>`Uzq`n$O5#il@i-kK^|i-0UlRw458kQcZ@v+ zgh@l@kr);~4#O~wpvHeAF9ET>jZ1KFq>T$0j)y9>r;F>)TkgK|BKdYr3>uD$pjA3X% zXXn8JqocmbBL6N{p%7L&+dkVU!{JC29Bd^-iY@i#0B~;kKX|cmCW9yeZcm5Zy1)j* zl&5lf)gnyjkPv@$>8ch!l#S91s9IKa6VF$=#8gAnTvU_Z{AOAEgOXw*50X0d@fLX* zS`sD$rD@${ebLPmksWNsSo@LQ`y>AP_=9UgO6YR92z zA$G?(OGC}xS*ydZKHfT=-x(GSs zBCz!Mi5@}`8D#G95Qa!dpXebm@&|ssRfvOn(t=Cra&q91Bc^q%z<}C089F+)K|`71 zg>--F9riy3rfeQH5r>SGT|cM+EtCu$yYo&f zc(HM>m?%PRy4Df(?wVS2To^R84#vtl6NR)hHT71b8wt(=U$=Q){o_I@eiGA}Pz}4P zE33xd^hcl0UPE1T%mo1h>5$S5_h}VnRqLh1^bZvH&{4r+e!8yf%>1y?s0BktUvPiZ z>kEFh`qILDa<8$=zBp7RwhE=DgP?CZdJXe>x$7o31WXeix(%QW)S@;>)!D=FEn7l& zWzMh@N8?eEwRiwe_~3;Sd)n0HpLxsQx&E1g6^;gd^cO%FcWNs~L)UD_wr}AZ$7voR z6j2s^ms;5rC`(O4H%05N_pu-EG)`52sP1@E8n*MNcjk(ZYh~#^@R*#7RpRcvsn@mS zg;MxAeA4-MGKjQ+#pint21tNka4>*&RSGf_Kf%Tl;CKO!6?{T*ADedwo0{*#<*WYz zt^9ZAm+^@W6qi^54i%TMSPCnD)mmGR+qe~e&##yQMPUOmm!w3B%%TO7Y_i>=vkfLw zpunaNvP_TF$daH-CevTv!<%kq#xv_h(LM|;Q54B@`_6Zc24CG>;j15C;KlEo+ZW%x zPw16Il2d+lyT2k-A`!Ez1jmR(Ftoe+W%Y?tzW(R!UxxR-d(Y+cC5&Q!n2YV~Hdkee zx^%mycvUFh6^)H+N0d*KU4`c4#5+OiLR=1!9=O1w#pozpW3wv{f zxXNv~xaexT{FrumRl3>xfT~HtP|W48)%9Jzrfl^^$FVA{0F(e!;m8T#pvuJc>FyLG ziibr%VTSdeJH+pQ%V@pf7_a{HNBhgLeoXAmAMB5w|GU0bAK;z8mBoXeU?!bPKxu+V zEW!~2=N51nqj-sEOoo_X^Lf8)SS(f)6S=_z;>YUYX7gU_pt9hh+@Lbb$=ksMQ6!u< z)oJ!Q^%JfBnsFXMREMTfs6aB-ks2ex+^OCk((+EV-U$MK-WVs~?*pLReAMoEyC%jH zyRa*YF+N^B3LXMHfr=A7Jp*HZHj24-Zo1budkC~P3igu##DVqT$~_5IUAjGJ4~QXg&cwQLr0P^U0q7pdlZaU6#z{of zMb&*+!>NFD7^-po!^hCVpy}v|o&qvRe37U8T1EtawvCuy_kTyCszeyjwd4dNt*VFuWf5@|gV*)Wp zl!-YLID|I`%_hU%Kfey`6{9$2K^i{5O6mq4RA(>x@)O3i%-e&HyQVK&onId}c?@35 zE~4Ro@4lwTy6`z}&Y#WiK^3)6r9O`ips=t^gd#SfIC*FFjmOr- z;)soF@2au`4Tb0vfjl+_3__<$1d9XvOt??2^ehDtQ1EQPxtFlwR<{KcoR!v^*d=7}F zs!Jk-aWpCq(_qR$bR+~OB~B8YB|ZRuL_qFnyoibap{j%a*E$wP9d2-5k{fe!ya+X} z`vU{Fldi>;w(VR7)C zniZrT*XaC&eCQonTWU;cj>bbHAy?*z_7a#^Q|+oW ziDEuPXMU`kN_(C00(Jf8a6B_g#vYs5!E_*7du;(8E_ONO#@3e7`aD{H$>#XRIJUJF z!NNkGM$y8s*?1}!%FeiH*W_QFDSF4TRoWD}8Z5VP4QI;y-xD(#g`O!I!nHuPO7!hc)%tT{>7H)Y!O~lkVD-q1nb@Il+kj$SVev)RR987r zy}z_y9~#y5P5Fb;A1L*``%rOv^Y?czUCMB)%v9&f|4{wIfoaN<81VhxWy02{X_X3f zM9w#9qQrE^&W6H&Z`Qya^1*_x?9wjvWshf=mO!Y&(6WF}@lp_`9OZJLo6IiXKK z0r*Z(6we_Ki?e<9S8K>~Y+%Bhh$j;iI)=+lBE({G=3@vHvtv^bSo52z z9}?5djs%Tsg+DUD3^HvZTgGs$x==ENfJ0xW(`XfEJv@2T5B$f~{@s9WvG>^a!Oh+IO&`Whlcee^Alu`#n0 z55Qw2BJOLuYjf*nu309aPW=gFWDyOxN_Bjl{#c^Z=pj1JB(X6E zNCPmi(f`B|B7}XBCUo}FyW1E40kAdCbC>an4HTD<3l0?mHZ_-Vbp$DYwOLDZ+%^)v z`&Vdl*qW*GAb1dbM3sYOTS;~;J7sHk5Ahx#4rYcihvbqRN%QZwn*hOwFp_LnP6R;^ zXf(RN{<=ZWwrBM0mlt&Qytsbx<7LFp5|V^GJiFeUF`ke(kY^DM2oun?KKozyjLx^WUdTsw#e4MacJ$4|I__Vto+P)OrjTT)PY z(vSaXrs>J?tm1$O9#19m9Zz!dcsf;FsHLEb7vj}E*E#ObAbm? ztG#Y@ZGTVbSeulH#OL zz0pBSs`4HkmJF;XZOghD;KJ;6FdKLSvvD@l*@cmaPBl4rz(iRVrBuCS@nWkjdZ}XV zQymRSG62(mq0#6PABz0w(NZW$B*jcg46rH;+1!GbfC+SwD!|l-tMZtHF@KgJgC{1= z6Tz9fX+g|2ngr!fI6iL9{aw_D;_BB6)uua*7KPSOd{X=B->N=>|Bky}gU)^6$b}$` zhXXViWKIGy^Pv;!4vCOX+ucg1yeniR8bW|kXl!DC4>mT3A~jJA-@w9h(*mP=7y@F@ zVibHGn>RC?Oc(y~IwJsRtK)a1ete8eH|zFh14`dDde zTQ_=tcQxy}QulB47R0jeA2yptxAq0`f~|7C>khuJg9rbZ6AKj%mL3>;(IJTHINhU-X!cxn?)# zKUGyJYm{I=iJZ}azdf>(slDBG!P8M)>+a{h5oY$wWSAY~7>S*6f*ZB2%G%j!o9&%{ zB}`&{Z|*u*RnvDi$EMYL_opTk=8IbfljIKwvYZb4VitWP z!z7f*D4Y^{kMe{hOgc<8=3X~0@nM7mKby-7a7`j1FszeA@aG9kLo?;a)g`V{TH;|l zJCbsn4J!*FU-q0O{i0m<;un#b>?gK=dJH-j|Blq>l%`x%c9DCEQX$}N^p#mu{Jbm* zGFu|T-b&(c$#UP1so)Ubd=V(5@(C?OgiGOno$)`u zDMKQqI{?E?VxUkRaFr|M4A>I^zqft$m&S~_(_J)!mIF4@r<9U#HlyLc>v{)ZnGBDuJ!%P+WHjqV=>rrrYm$~=HR8YC$X zjTtZkjB}&0Y-7eYB_d1=nfFeAwKh)yj*i@WqM%8vD8^~&RKKT<)fnEl+v=Hq5X$@usHKm9>EK&l-NS$mqjO4}!W)*^O!)2giKqu-FdI%e6u{%jun3EfG< zbd2)YH)*f0C7?tiv0PLnY{b$$X(13!;S6vj`-oV*|JOSo?@kgjc)GuT)(5+hbV!|a z`*yQIHmm(w2Hq{@6R{@-XC0-2X?|Gi-!N&hs$ti5<`dRo`wctn|3KU_U%=NQqVF+5Hgzwgf^clx>^QwPqHm|AM`CHgo2d_ z_@d_x{>tenkUptSMri1Nf|ezPu&8B{>Z|kA&IN) z@_o4^Ui!4+i6CKDah_HO(f)>G@K!G%z6?o!%x5YoD5=lHiqeZ3 zsj|3rW5;briCO`3u*dNP;z}6E@4(`LL;-(Qhx;tgRDHzP$kkgK^Yw)5gPue%Ewudd z!Aq{>kfQzMW3IryoyQxViP@Q4WD2ntT;??-vIno~AqS(ulWbNFIJSqZ4v%s@Tj=Bx z;2d$t#;2Q>#iU?=*(ZFQ&?K4K&&|=MH@g}bLRsz1>!((&+l|iGPapIo=zde&09lod zVX4{VV|Dk4kyQH-0>}RjZvix{ZKc3e?>$z`fIKIYjkKyWl3e?LoC1WFc9XuGR75uIc* zNF<#Vx5r9PLii86cAx*?4~!8V-Egg>WcI*3Od06X=#t}*BW90QDaxWR-E9!g`j4(8 zC6XC{-j>4G(=tEo3nNb#`ms|rfZ|#6WssozzEgPCw$f%4!X;kS zOaVc+E(WMP+ZKDg6rB=GNV2m%R>A&aI{pa&$>KtOXhvc+um>#Yv4Dkf&>#3H1QZ@U zV_#U2aS(N5gDW05tZs;t3${zPu<$+!mQZ;z`DA(!M}+3H*b? zYj;Rj@A~vP@Lj7vR$3B-h4Ei>s}6@F#rNE*YmDdjZJ!^IXBE{Us`DW)2Uz3@hkUX& zsux3lN{p{T&wrs+rs)Abt9yq!8^~h+c)p7{BRMW$fy3|cD*1tK#WC;0K14Vc$F^xSbn9{Tm9$u z-^0AcACBjSONvS8VCGPF<$q8QFK?Wy74ep3y&~aq!}UwPqTcdeG@>lj8^+wXs#V3w zw|K)F)w`FIdEJN=S*o#QNf31iMsoK>h$5FR9OA;$RVO>&#)a8P6mk^E6HVlC86qGc zR>N<;2wuc`*i>xhA>svQSX`u*rHGHhAeb+8yCM`XdDB|f^e_tD$bXFgd8WX3R{@<2 zbqJ%#4FhOI$fd!cc7JEqj;)XjCej;RKE`>Kfi6hY>!N>dc~+^`SBxoq-4`pw$ftu? zjg$%pHWm3O2&oyj1|#?D#!14PMid*>-SC3fam!QHEqME|A{Zd?t(l)Ji5q>^a;=`% zzo;i@Q{-_AaCz5=ynoC3CYs~VA)sC6kv)YS#wqzuoYKQMH3KC`qZcsR90F;8u*;4E zY4|sQG&~lhK4LyS1*GrO)Ifu;rM}lZX&ZH}2v5)DBi|hz^8WI%Dx0q6U=SbUWm~p8 zZ$u%Ny5Jk#Z@MPoRr~(_yu6R=*`WT7MHi0V)FA{#o;Lxyw0~Ull;^yyMWVV>WWOD3 zt3OG}9#m%(Q}s7>*;N*SNf4nRa*f1^JmVSP#`mJEznHCWz_Tm|C!U8~GH44Ov?6mo zEu{w-eT@-68u?x}qZ>}mnDWj0yXHcy*S~9nz?;wI?wgN%v-1XKotH&h&!?GJ((fF- zld_#Z><4S9VSg621q20*9H+IALLNCqX_p7}L?aZAuKoLOMo?%Go7XbH$}n8Q57RLq z%vZ+Kunp@`%X-v9Aszw{gp9k)xakn+??e^Xt!VjvWY-5Up}nxHRCzw$OFqIVQ7=PT7>-g|b^`Pn@)n*YA6NHDg zuCB&#b#^wkucqyr$r#zTsUQjv^^f#^9HIdH|(m*QecCLUdZuA>XM+Z2xG94>-ughGuB!7#YjGX{vZHvxuQcMSg)V%HL;(}L= zO@k011Mf&ogdU=d{xyM)7irl?bctB?O6Hork<@&GnJF1K6b1vxrfh&s9zVX%Y~+-M z!14V(!aHAUMtE~kJhK#JIR9AX1q}J8CHuNI;VXygXe=Fus8*DPlWZY_Br<_m#9~lE zM1MoxE+F`Q;ca7Q@Qe%t4F_F=8!GTw$_*eJh(9Mf!WHXBaqDRZOe=qb3`Q1mqR;szqwuvlB#oCR3b z7*5m`Mrc_IDjzZurLWk-mc)eZ;P%vhVUR1eFB7byM*7roQmVYBm$F?Pi77a=ED-btOZ+lEuq&R|-(v~_r z~M{YfSOTSB3}j{t;o2b}?68W^;dyN0j3%z$VuU4H+{{h(!ERdn9= zz>VlKl{L1aUlCKJ4Bocpa}T}8BYQp3=i+m>^I$_xSE_U6}1 zoAdkN(vv-RVmCK|)=I0u0Fpp$zwo$cxHCwp!Yyv&b6JDiP9M0_D^>M_%8A1MwZ!FRX;z0H8L8W@>^;4$HkPs7AZX78f-8Xm$z|`ZQZ*EWU{JkdhUNHc|uuV1Ff{x zNCX21@~7977VhC9g6IEK&*D{2IC_oQ@5e@cX*%}8H3jpboC!|}!8c&MT1e*27zDK~ zPrk{fyOh7+Z3^t~&%^H%%$*igGQP>Z^7v8YU9NVU5PJD-LgQt3h>@xruk{z#Fdp$g zov`I+MGHVF;BnORcQb!s;mCW=$LW>8kE`4D)w!hBvd#gTPXCs>Fo*HmwvL5@}iMNNIwji+B@?B)G4aEO!Qz!qKaoZswf8y0d)Wp z`Hz+3>c3>_@WXjzw$!t9gx}5Hka4)YsylqqsWS6cB-@?np2y<3c|)<^pI0a7{=8@( zSAeDnLq*uw69_b2BB!>+V~D z1Viz9crM?$(DZC`M$g{;KqueViywZxPWf3*@`NX6i}e}fImtwPmQq1j1YN7MUuVB@ zo}B-4@waZ>kJm{yTttb0xzx^nQ)_>%mTgg2&H0?i@oZgdTn&rz!J;H0Eca{n`h3pf zSy8oa=5Tw?2~C-wDyvmsH80_ZYN>Kh|V4Y`-zC8d3SWZ4sAz)3;lkDs^n{V zZuaAJrkcR6aYW*NNqzrs;6X!x2%gMts=ygSkc_5}IY1sCcU^?|k_i$e-HCq}$m|q0 zSeA#C!s%!8D9VATZ2blT!Ze9L`cJI5N*?d#UA4wMsYkH*y#n*=$ps^LX~f z%(X*HtyaZ-Q5Nlk?Erd}{({qF>6W9oO+(98*^T-WUICRX>8LdG>~dYmYN@6ay)qY} z;~U7btZ~g(yfU3N+gih1%b|aq4rL-p9L1hPi)~ST?C%<2Xhf2%)8kim_q|4~G)*T| z`$Mbtpey7d{%W_nK5VuD8s;p@2gwokh_OrPA~aUBTF{AI|{|H);f~CMFo*KrzDLtzl%25NZIC4 zgdsT3Iz)woYP_1ouhkRxi(|qv_L2+YEqFAO_z|cLdsQ_?9qfMqT+e*lZP8o=eNGA< zF&#M_goHO*0gzswi+HB%-6z#FxMct*qL^^n*?|@79-(oCzJWVn?`Vvi9wW6y1)8=4 zVh4b4RG14+1m$D!>J@1(H%^Vd>Y{B`HRdvSAP(%rSV8>`-zP3xj>H$5b$OzD?3x5 z6AOrg=Yr(C)4aP+D31W!f$OYS(4)~wmL}t^P9a*1;YSDGe?6(W5nyga<3}uhhU&hr zffo*F-l}G)i+$U14Y5L%4njPqM$U%8Zb>HmZf~zXy}5t8`M9|Ga2vQ<5`#UDgBAof6td<^NmD!}yzL zFEPBUZ>^S=dWR3j;tDF&Yb`@3-J;qcnN=!r_a=Ep2=n#U>lGt?*62 z!{&ccHp0MnAFe~53*fK!bAwzF_qLjW#~EiFB_{3iUD8p|)H~NVESwnHv|Bb#%pBFG zQPpjKqbHLR5D@%-K~i$7e4PX|a($?leQYu29~?ycdY555kWWr&g8&UnSno;ZJkPPl z(%93wB29B)a}3K}90?GRCWQCpz!R}lgzA5vjmvCyTjMtwr1;xnxwTzRRM1juq-E{O zH#p0b1aQbo!lgS5D@K!AjY+s4J6=u+>nX7s`gDoK#J{6hPzZ~Ckl$@o>pF}AV#a4` zLyhe<8Km&)2^~gI^Y&ryemgS}UX^i*Wq~lTWO}5@#Ia*NI!p}p*@s;DH23p*JCA=T zoBe&OOmfTpG0+-w8ak|1K*KTGw2$zVC7=g=F!L;?j*<#IZtKqNc?dsj7Csnl9Liv3 zZrL}a**H20oe(@_ zpO}7;`W6%*Wa|*>cD`h_GIz!zSsi~cWdMHBm*Womm2A~wtAe%7*xaj!kcf5=B9Z}w zxZ|v%rfyR^$=XgjyLV$6g~(>QaJX*CG~c>%YiuBm-aaQ$Ix%-w6|wo>ScEIJSJg`S zdT>{`hS;L{lLh$!a$`A4O^4Z{Y5yyfG=kvzhY@+-)cQUgEo4b2v%mPvKc;_yEpx(n zN7lXC{#>tAxj+nhs-XOn-Iw=O&&~lqQC9|7rY2PSqwKpmlJv5ikDShBxv5=F-)?ud z^cKpffexMz0f%z`@IfayI$>WDk%V<_^TT=#$@Yasx1Z&=w`!x6a=&*cILne0RF_Xk z=%S;kr%E&ay&{9;J7WF5#!!C*&w=W641ikwekhEs2VJ# z;Glf4{ac9-GX6~vhe{VbP1x%5IrF&EOiCM4mxa#+2kE{A(dkaNHDY~~`5@f3T-OTX z4Sdo$lx9R6t&#}RmneTbLkkz{lBh$>%0D#XS*R)a#UMW5OCh!BUmyA-hVcsxJzufm z!|^?`_s|AoBS@&Sqx;(jUz!m%b!cb5;^Qzx4Dc}{ z$)KJEO8<|W>SMjXsoKf`qv`x`Xal`B)#b7cOm)2>-@;y%ZZKsocscR4=$44$9a zg+0kUpXTOa3&q)B@`AsOnc%n$6tRh5V7|s|b9^4FFiF-fAhr=UO-YpyeoG*$9gSnA^oqe&Se9^Sa70sfB-YjFj*yz0PaEDhHSu|V75+Vd278dpU zX7};sa+OBWqS^PeUQwUt{p{7O*QrW>e2Yux1Mke7mw4vc${n+!lw_RS!`8)S<1I4- z!!k3nZ7OdD_Pq(J?EQh+9+p~vgO0 zzG&(=aH2>^8naiGdN<+I*L9!&7 zSg?wtc%j?2sdcmO$~!oLTFp`Q+BVjpLwMxA?Cro#wIE_3+;)L1^K|R*j_%-WesIc2 z#Kx1)%kqcKW|@G0hN5bM#*)0d4P2N@B4jpW044WK!Ly%Ll1TzgSW!+g_BG~nzFrq7 zPgMeQQZ}RZA;+a4g2uzjb=&MNRj<1c87X0LHmOaBLlH^jxY-W5%Td8dSLj;JxfM_n zNo2<7YO?S2X75PYG;QEK#t5HO&m8hv;Td)}WGv z5}w7rLEW^?e%BorpOb|ZAN?Bny?unYGc9^1Z&MPdp2={)z^dqNt5lt9wYpO6XWLfS zfRb()EUBq%dk)8DpxC(m>hf-AX}57PvpTa=nJe=r4+6exTrt&duJTGq=H`H&d z07Y3uBpsKJ#_h?4Lii8~PcB!F$OW8pHtu#o&ICK~CQ<&qE^c+( zsS@<63+h!C6UxWXYH)%FqKjwgl>{<}g)OYB2Dckb7LfCkw|(@=kfX?yKTTVcL>Nwg zpA6~7jGGRaUJROci)yOcLe=@8Py<;${~#-wF!;Vd^n%ihB1AB1O&UMdJT2&+5MsIr z$yugwmMKjh)!JszaHNC~=(zzm!t9VhZdGqj%$t3=wkMTZxfUj3_|jaX8}DJpTHS$f zaD(=~0?oCk48phLqNAjV_pGg7LrQTKl=DW!N=vqw6ZaODx#DVB5*(sm(8%IR~}opCXbY|RNk zqC2aCvvk$8ceZPD6KI%#%`}X{;7?PmF($M3ZB@6m_f4%yz+l%@Zgp4md#g7-CxK^J zwcvip1kB_9v|m=7$weGdv5NSADv~aWG6BwQ(TyHFiBjuyB}f7jWCl-mirWo?Kb>Mq zWK5_SL!=PT^x*Po9-Jnr0ptHhXqfP1vDw$wC?Ar+C6Unx`}-Y$mj2))K{$P4Q;L9~ ziN_RmUhdZhoJ`L?O^(8upSRGA`1v+Nvj8cbj?h4!82}m zm$e_2D?pE}ZXYQm*bDuSkzf?e6H3dHq)eP%TK?z9H)Yf9TRoI`_09Wo-wnlEdy2N{$e0yH@QxUmudati<8r%=YK0X-v@Y`(c@@flCbla5ck1s=r3{(C(pE6Xa zFGGW~nE?%r1pq_()O16Ca>!u$(Rju$4|rk)u4B=>>yDOfu*A6=6m!fdy1NRZ?Y78W zf->{!f1Z`M0#ypmNh3LheS8C_eiN!=CD5Ke)~K>;o-T%eV<9o*09kedFkG3S zMNn7F0r+xWPsBE`!B-w+!GNiK!i0WUJkJ;GNaLm`+szx?ew@~8`?hc!My4_-%*QY6 zA6|umvWM8(E3_QL?0dVQ-0LoA?}Y*Ncrpp>U{DL>n9>lZ_dNifY2y={x#LLP*k`3x z4e<&Vpn!sFoMtM2PTcUPXl?TzdvR#^9%K$wc5K)55H}Y13B#PRFFMOp?74#BeR@E3 z)JoN=yzBJ;rBMI9?((+Sc?FJ#hQl)=rd;;si|%$8uR|3wW{NKN!yezdy|BmZ_4?wm zy~ao@AL`*p7$P_k?0DTcdz2y0?VGZ;5o-QO1S2tm8R@WpddyuWgU|UFtRuxWYAU*8 zXy?9FoK{kZ0jZ)aJ%JM@S%5e?a1TKeF}fo#o~ed7A)?B2y&D1}HGEC!?ia!cIZOu@ zUFj(w0?t8`ndEf#B)u1ZF9K< zu3-@4TkJ54{4khrn@-oZZQ^BkXWa@6xH&u z(4%pJE<^-P1AjlC&3k{r+z_Xygi=3e9MCr%>x#B2KDHe`_EoChtCBp_Hqfyw%BYQ> z5<;;ygWnvSiULQyH9uUv_yg$k2dTv|&?F>rO%fUsO5*(b?FK-Klp#OjPy?quOv_D@ydwwd|EG22o;@RbDMp;UdFq(-VB$UHYG5cfwk+FF3-^+gv^PZo^ z$#_ygLZA&S^?zAYlzFC0)hw1Q3g&7BZJ5sGYQduUO6J;*Z?iV5rIu}Hzl&CFx3aLr zrJLLUiTiz}T0F$_(=-_E%_t)@P5aHWN}n~a%T6;(J2_{}2#dpkv?)C6(U>G+pwa5S z<#7s3fX8&{|VQ~+A_PU7dT%W91?VU1F6>Q}AIv`-Q#h?fnPcArXO!sF;ZolFim z)yeUb!PklTH4vUtQqEzSq+bT)8*@5uq|;kS>0E7%ciuMsC?!EOOs!#q`Le9#(ut9UB#zRl zQ-548C~PV_?cs${5>a+bD$_j$5mZdJeEaWHpB+Vn?*#*P#5qJ0j2=9ix4Wh>io`*^ zQOG%VSGy)h`|a%K=d!Bogeyl-)?3weB?K2Yp-&u>Lo#qT%BH70Ew$eO*&x7PRk*Oa z>ZJ%8PK~#Zq^Ps9F{*)R{u$iYZ-~L(kAHf9TgDI&|8ASh^IzY1j+8)VN#X~FBJfuF zfKYTiqnnWPMPmqe{FDs{wH_sTzlSFz*qh$g1+qpHPi*rsnGnvB2Qrz)2Df}WlaK>V z4(nOWH!{E8BM;N*z#ey1=Du=;av73Yle?4-a%syiwx6xEbmYHmvd&TPN91$*Eq~1X zzDQv2*7}dp&&s18a6dX&U)ki#lP144)P0^QOnQeJhXmfs6|-XZr3Rm;I-^sQO| z-OnaW=-GscC+-s_PIC#q< z6fQ6hkr0xKnf_|9iemwC8voCY{O?M>Q2;?M-9x*(6qAG|dfF2u-=Y~Krk}GL*#U^; zNic*uwL_+oXk_%-L%GmkwIqAw`Ee+T)QRuS?4SR>~m_V+H)uhx>InH*O|^7AhA>v zIXFb&1E>JlQqCthEOi`0pD|m}F*+|wSEjbMn1i2MWg%*(Er~BHB7a?<6_Ez4yM%93 zuE9^AH>T!;AN0o5l+d#+gTf^TSd^jp;4qp`NhHBDhQplzFlsrN)^>G<(2&Jq-t6it zlZWHPMmrd@cHwM{iP-O=lmbBZgP2`iBNTvadE-l!974`Wq!{6|3c)RIZY|eWf(1}F z?#t~nwEIu;-9LQMAb%x74Bq;}E}U5=SAD&QV-*0=&i!0i3D@5!LvJwRpW1|xNktORDuFnZk2AUX&+04S0< z3up|wTvC2wbx%Xvo*QHORCWX0=Rr@yVFzPJkN`u5)dsZTQxc#b3DSM~K2mhz#hrLW zF69KG-1zqHt%PVolX(w|ep^sVZSk{Sn0qK3{SSc z5%hN_nLD*jGq)at?mldo5RtMcsP(0RgPvD4db3%MA*`j~1| zx4T^L05;ffys>ha*aQ>oIG8u^e*%-TrFN-i_s#$1FNt*YB zdViB?+nc`9;)q+^QRb>`Ww%vLVc#c4OO7Hs-dyk)gpzHwdAWq2J9W5M>DqSJcyH;f z*>OHchpIZ;ch{_(f%d8!J4S6Y+`FPqpo$;1M`}}j0+HPwd&BaXZLUhZg)6nRpQDFc zoIifJwFISGr%=+J4I{3Hj~sBo<_9OKzf97t_W|W$X(G}GK724hI%yI;1-)Fjdy>d_ zaOvLGOg2^?`H6@GLGrX$9dV2~Ace!FK}vg*pwL}%YA#{S6eh%E(woa?{|D!UyMUJg z;SLm+P(Kb80x~z35n=@?f9+aXZ{s);e(zu5M;RD1yd+W6*oUOkZe)SXERq0eU}mvk zEZWhuEV(5)$IJfqEsC@bn~EJfSnR_B0jz^8)m>i|gGY-I9)0_Sw|+0~KAlZNI*L#f z&|q{o9}yZM!TnK)IU)=m#iKvGKPe5y|GfKqv+rygi0&qgIIP8HfAyDC$wC$53H7m; zudCI%GS~CG&{WQ*5$p&@#sw7^eE z+31BvLH&i1KoO@vl_L>wtHVc`E!2iDmm}~HVa_%Z-rQ>Qe>)Vxd_;V)SthgCGT zXwWBhHzpLUR90@~3f{QsuW$MjgcxE0-O<@Q{ONuyuqTTw$rj@YBh*XgE`8|lh&Fa+ z={i?b^~Ih6elD_pt>fMe`l|=RB@M$1!8_fa65rEIc`g7 zf3wNP{QQZ1T>dQV9^;LLRye#MZ|fk!$PfHe41FHQiH;hXn$OGiOOhtCc(oF&vu>33 zOiTm{32O^*@^h`esH|MOl7GMvk214wt#4Pq+ zT`9yze~|DGb0o%~Fo~1O>(`>#n0nSYRj*ELqYs986Kk(BPG(>7Cs`!2Qs+8L?1Q{mqh+QR1(8?mPGMiD~WfHN@ummTgq&$!-+$U ztI>=s&5KI@(6_qO=y$n>sQS4EWA*!*0@0c*e=C`$Qb*orcqAe(v1`jJNmFyF3!_=R zwY|*O#mq7@tFe{7ij%S`k_TN3*9Hi3!`rT=algPhRUNTG^x>>uC=yNiiu0L+2sjoK z!NEifSO2=MwT&vJ^X3cERUCU)Hkn#&b%Eq+{g5WJ)aJLuE}Tj0?GF}-#s(N?X)fbU ze=N7Pu8#^raNa1iISXHZE&(5BopAp!yDpCG||tmhMWm^g|8{)D zN3AQDS@Ks5CE~2khi837tm3&VWkdwp7YG(^&7t_+gFgN+gG?i6&EPrO;}fX zrPJRc|L%(D2>5Bf@r#RCoymK&;O}@^e@&8Bi~RQIcX#FzfqyWaIGN8~WON7I7P`Hn zX)H zLWeQbEck1^Tuocx{9dK|xJT*sQ5Gt`awW_VP%Jx~+A?|3guc5(^ce~xaj>o|f2sTL zN0FK^fJl`0{Xst6%d|Suj8U8Xz>N3jPC|V%?t$KrBjIvij_h}Py&Rcj=dYvb9ea&q7T-IOLH9$kU z`eIfnY2e3pX{aAOE8Wu9JL0UQk780e4!fahju ze@1lB8RDr|#|%;jyaz1+bO=2-yA9S2-mk&Ko8Xu*XfpYJXdDgtL*3!(?_lz6o#?jK zEr?Ho_p|^t$xB(uFWRTnbj*DZvg)lJS2$1*D87Xnagnc9cA}^UiP|Xae{Gc=*57>8 zoKEn%%`+T@M@=|t{`(eJ{or&Beu4F5DcfoBK>US}Rw?b(|DiEhv^yf%GuOa7AcLcZD_zNw*=9~v<(n<|7u&g+&ej&Y?zsju#)ay4 zfzte3%h}GwT`f5uRpa!<)3P4oa- zziVQJ*IMrE%JRyruaV}&)J774yMp`l;J87dpT~gJ^&CYXyD;LdQmIEzjG0)|zfCOa zo6ZbOFMoJ-6&8-+Gl$tibhJoZ_5c@bA=~0vm82k6$kw%1hYV)C3+kDIe5OkZja;;oaZa^IO^t+~@qf0}kb>PnzKbpB1^n>!r^ zigCo);V{Qt(NKGB z$=rOMnj2-0w*mrLzbxg#E;7T1Kp(%`V=r@?<*_PN?S1u2hdL;s-5z+Wm2)YAqp$@a zpEYUWnW2BBf5#kg%eUcFpD32Lw}V^}kgai2)713M1O*j`?_euLltu6FTASI7gCt;T zexS+gxjqg)@?V2C$Xcdp@1KJlJz*D01Janp34nsKbDG@7jPLJA0z3gH5r!D7&p;R= z9BgFEdd(XRMQ_vByHEcCaIk723T19&b98cLVQmU!mkr?#2$$wZ4iy41IhPS)1u1{+ zSxa-2Tym!60ef8!trDqw+IOS)zi!(wqB;w>O#W5lb zhRU;FqR*7_*}rbz4d1=F%<%XljADO~#ZG$B==DYZC|mQ%n@cW6k_kstWWD6wjN)j! zoXu&1qe3^0EIL^t^WE88U@JN&8H#D@K6tyz>m^KVKTx$_AR8?ZrwGTaU*P7Wl68JN zBe0HayU>O(9Cz5z-}X*9QO#V$h*2@!Q9w15{Y+KUn(Y*uO<*H2MK~qBU|xTgvV>z& z5`D%A-ZXmI)P>)*YoznGg*>f}Ctl_seCj@0l;x;*VcKBGUUrX7vW;JwBfnFJNlAtX9 zX8m2{GdR%W%-S?;(kv4@lg@vsz>(hAqgm;R?=p%qlJ?T7R^9bK1Cz28rAaz5kI^gv zzg@}Vw;4DEjuyIcH^0k9ySq}gU0xTm?WKD!_g`%5;+c(6Oi;?{u(LHd!M(ixM__Yv zMj5Cn_U7UJS^79poysfqyS46r*+Ltmfdtm<(0T^v-Bz92RB~doL-Bt|;M78-BkM78 z$a)M3GUy1rx@Z*0-Ul5cjS;1EV#CAQpcEqpR{wT&EUT?N=C3hFnCzd}0YK1Q2^;Wg zLqaNyQ5+9D$m`HFgd>p-Yi{V#X*%sux{d+_)CgY7yh~IJbyrUG2Tq+!ur1DMZ4;L|+c!XMvtuY`X+Z-riO6e3r)1{S1F*kWIc+_0k>h2X`j? zogp_0Ae%3BZ6Hp%7e6>L$RHehQNYDGO{Vl^7|tTLah_{^{gwPhzQssa2F1;B+?h-q zaS`cS&f89I%u^QS8<2VMWZXIl8-8$==Cg;5XAmQOov-pLul1esq66c&$Dplf2C2-{ z>_7c{8Nwz3v_F4@kI`76>#ot2(<_6tfC)C$>%H;Ayis6mADM%eTcAJb$2{}>VOhiT zO8+36wd%~WG-C5FHZV*Al`z9o;8;bkX%P4VuIlciiBZbLIQ6hJEiZ4*-=iiRC_H~ABWsY|0ye>OMgibqX*M;A zJGHlmY#KP6-nP}F8>n^XZt|+q7Dixw-nl{HtyO!Qv)$FIEC`&b|`gtTO5C*G=7N<-wqW{Ac_ehK*L^AE=;t) z&)1=(fD^=db~KBn=^)cH$}_}iL^&Um^uGfWg152cNd`CBv)hyx`KyPB+9&&= zIVpdXE|`rr8Jaak8KZl%evy41uvTpgp?w0|BvAU`_$ArbTUV-65qrE7EZXQ6c-Iyk zHYIbfOWF7_lgsSCXAvZ4jqSXEY~HzRxAHHgRT+$cli7g}tGx9S6L&F2s&zdNtR+>$=E0H=q{X{h%GlGsae z@Q^iOI2oo7Lvm}D$r}hrfc4fl_Go;#spslITV5S3ng~M)kN=R8>1*?km0nNtiOb8s z%cZ}+xY*s_jK)i~SbVx|^18ikRHy|=1w~?4+}p+<@b}OwYVv;Pycauoeijo=m#gpg7=4~Noy&7D9~!GT@!kw$dnpgR z8mBzp`a33YJsM?YuNe`eEY7;!}Vmm_$FQ9{HEnD)xV3QnUM^lHKf3x_x` zbSGE2+3>w`hZK7u3nC8K;SH3F9n^n}s_-w$MsGIKzjUAmqsAK>S#IkxuRD(qFbvV% z`L$n<7k$0Ah~MJ?a^VF7>7*7ZTa z*U@g!gmmTWV!zP|Od7gjDc|dnyRnTSM2P;FWdL2)u{}qRzAz675Nzu@ZSIY`7M4%V zo!OeXmLux+|7hyM%aq&3p7_Xa#(eMl{Qd{TgrKY3&p-JE@T1Qw`f|W`H~{DBz7sIa zV6v0O^y@+-KI-l|q6NvE$C7(@h&zqu7-l_CF&rNu|kIeDKqupJtX+vRDCKxF_|r6G~ktYo#}G zv8}4d;rHdZr{-drBr(DXod&Z-fU&a%&XzE=tBV_8>22_60jltD>EEK1cZ+^Ue^&eNA-4T}o;SLm+W>5|lmoEzqD}U`-TaVi|7JkpK zm@WEX12IcdA|oa`z>IuH{JimPM!$n5V3RG~)&n{PIgcc}I*;$5DL=u=P&wiVIrj*bB zarxJN-wzkO7;nNTg@3i!t?rbp1=8YbPVsCj%|=+CkJd9-pM~XRBfI&6GCZpr_pF*$ zy3wv}%Kg&+(HlP~oBh?+k1JL0{q|0+Yd2E@Za1{aF_mFXTFMjPb%eJNcON^9PQ}j~zpL6N3I{;c#3!;qJuaww(!Sn9oF6%F+y(_hy*8Pl{eq4-)EF3rr? zv+PnMWBaDlLaR=zrGHVj&2A_COB?LX;4@~pmF2!JMXlivaf^4Njk;=rGsJOEs-efy z67f`mihqPYtocO({>&01Em+N1e<+H1NrDP;qESQiO8GIHK9*z8#XP}a4K|?0<7rXk zLp)v3f`W~Oum{2gDS{5QY$LpLjtK5ex&9!k-FuNjCtS zxqmB!2AZ&N)UK7+=i)YgDWtT4JAbK%4!zxd#($VDK~~x&G80S+LZ<3mitTd0757tc zwcl!GPPsNeqE*0tKq_q|JhUif-6?%L=j@2my#|jd{jlGCfII!A%cIFR!xowNt-mxT zaNM};+dOZoN@)b#fc^X)3(y$Rtccq(FksOH^T{{wSz*(4zb#mr&nPBrff?w;5o_Jw z41e4UzQEL@Eo+$9s_XSYbM6304g#Za9b}m_eGK}Du$nMLSbi@IOnr}|Jj=ck$mFL1 z835TR;q*9?IUEcuJ?~$?xP^dhqG?2*1aa2Oq7SqdT((UWVVQA=9sIcTDB^sCQ=B@q z2jp4>d)hd1D4+ju@I8Lzt$B7ewu&zWb*i(SFxCbr)sTwnBB0K^aj3yHcxKJ_Xk__nWEugvj zr-OhY2SjR!46y+~>19)2qd3J7oakVM6{L5tg$IKNO93pT1FV=s7KW7?J-`6V5P!+o ziGU7-$g=#gi0;{T-FVvcrh48=gE;O}R%B3R4E3mqt)##Mv@?H1J16;Uy*JW{0p*M% zKEU6a0vc~)Qb?hq8QddY`!U=v(CxlnIxO{V#qsDY*XMb5EnBfxb*wPW3rIidLkHSm zpQVY1e7>Ot%tAfUmg*1rQM5-Z)PJ8s14?-V-bzt+y_48yz=%y~M@1pp)H@RbqzzUH zij)+^$VrXDPpmB>wEe8FykqO$~Jif7(;7l||l17qkd*P4y>j*nuykG2$G10VXlPhAHtn16}APxd{G(v6J$ zsg<|BB8SMEOs#M2I|#tNtbK5VQ=Rux+LJXWGwZk1HPg%*A8_0sCpts8F-J^hzp5|B zYNdPaIs?NdYk)Kxw+ziH%K%*AT81#=IT=&rEEHzOjgd%T3Kd3g(c0@n_VwS;;2Vd` ze#0B7H%&RMSKc%hv48xVTPcT{|35~|2mz5my>u0h5e8wl_M*rfiSDX7s6 zQoV0Xur@aRt^CAH&Y_;j(?_srI<++AUg9a6st8{6Dsr!#4fqX_)D7y-2N=Ck>y11R zB@)s{l|j5u-Qkcj0XX>1HW*juru)l#Q#a0K&3D}x&-r=sLVs)_EqaGanKy0NT{lj( z)+J51o8s&a`U?gscDuIO*?_&h^;7;8Mr=Salk|X(BauJRJfQ#{rmP%eg$2PBVa`UF3&%=8(C&}}w%eDhm1!i}`VMYE%kFxf zV;es+4&+bYwtw-0CMm|(634nBpp(+eL9|;XTldGtk~9km7G^3@FMJ#Z$WIubMyq|u zwS5;v=>e&?0-$Z{g4KUOzb~Xgb#qfTh6arpn$Ia@)`_)r|8FcFH6x!8%}|7abAqbr z{AZEGI>*+%d^=Cr?3o*@;Sjf~lsj3MJq4qWHv3li1AlrjbLBqa-;MsK*v2WUPt2#o z;!X!~1x4hjhMcr(Fycdx1p?Xm=#$e26W)xMfk^Ysw7+=~)BiwD#w~vB+|Y)}Ec2vihf)a$lwdYAKdMjh z&J^eLejafLAE+;Bj?$rXEwpZJt$JGuExunqZ>~k#eP7)!n`@u2zk}P~00ZAyH;Pa} z2_n;P@usanK)ZLap43YeGbT6=jG@2<2^AQDvJ@ZAK%5nBE6wp_)62^z{{n#^+*g+Y z;SLm+Gg}T70yZ?4adiYKf6ZE1Z`?Q%e$TJy$8Kzz5ie27VjrAq;9X1-I0h16W*=xZ z-K~kPmDFQIhL2%|GBC%kLH5DWdlwI}hP8VC#Si-bGGGHd2Fe4NR1cx0v`in2ADYPS- z^2{ZnGU~~6vGFWLLlUWQzSQN4vS4YN*0ZJzNF?H({`KtiuRbU?Azg!<2oLdeG2xOA zG7Ar89SE8TJ}~sLf0NwJ3YGwluJPsCByIEBvK9wZ))?V*kV=#0@3-Zu=}9=dzj(SQ3vc83hH! z1IJ_q#v_-PJF{AI7A+G~w5Cprt$n>NYx~ezf*3hXvlU(He>!dN>`-p>+H%}4ZdsO& z<$VovnF`Ua;8#s$YCkmlWM`jrV@aA6_87!u$IzH8d72Nyu&SFeF85XA@mmHA zF)=uIQm$yvPJQ;~qiNyar>j3;p|l${9{Zy~Oe7ne`K1qOh+^Eo32fj@jWa>y+&50x zU4}%B$O8_;g*pOKj1w7$UN%lXDkD)ecQwBJVvKJ$e@Va(d(sXOzf>k6ty%G4dHbr` zTzhti0wSe4I8K91A?9Mh70LCy@K%iC+gW@S5g*DYheW5Hg|fHCjFO*Ii$KZ&CiCmuRGJ_ zC>*2+KVk`-wSe%JBW@ucel5hq_bMw}t9JbAe^oD-B;{;SFH9g-0iQnjlnTHg2Lrw` ziQYHHEpKHgMu`-One!FA#9wK-@7Qz%`U=8`o$aEJoz-cL#tQI3&Rwj6;OkBX=2yDk zol{x^C~t}*ohEUPIQ*+Gd=8lleRl6Y2dBZ-)$W1SO6JXA3;D14{{ToB;~&Mfubzd z6T=EdD{OwY#5+X8baR4e_=@MUPic{4`;EC=;h}Q#ZlC9O_6s7={lt_iIko?GnB##S zNy1SfTg)R&ZPx}wE$mb2M$EtVI&&XOfBQ=V`-?f2PvKC-1WL_N@DkV=GJaBfm{O2x z&_OX`g+CBcwUP@SVFo+X?(;`f?%B__wX=E!N#Ay#L-=SsmLsr$8j`$R4_-VgBSJzWe|fLW zo0}jyTu*YB>8nTA+0H>fe@{{315Lm0H{;ORX;S_)hGkz#vHmTdt zMi+RvSy43j@2F4C9Rk{UY3-QX7fE0Aa6Cgi2Nul0bY@E=8N<>p-{vyvKnw@_IEyj4 z%T;jj>dq3`f(r%+fy6NYp+H{01X$A(y?@zH=x|MGpZ5)7-hCx7rpO2b$F!-47!%ba z+EgTdRGYZYkWy)PPCYZY?sUC8Y^oVxS)mT9M!@sT`A4r0ivnv-E!JEDIDK#Ck@B6* zb5b|+A1>{|z@34=LX0N3N*@wjn?O9L3G(0STtosC6+Pa#h>v=9=Lc^zRt$Hmj(;aV zOK}{HEUje__F>1C4Nya*-7lDGk+vz=@xOKdE$ToKe_N=~YjA_fr&?p;gHHoQHun7r zFm+?s?ujAODQoaZ9xDryuIpj>n;FA2&zFJAxe;k~US&4c-^*x64#;WRwq3JMr4K5K zLSYylto1Ym{){d^#1Ibxb0XAWWq$w-`^0QLsuU6e>)31CY&sFMBZ(J}NI++%a+YmN zSN62K{B0NbJ=?@Fp`n-+Jh(}hAVV2`#8VhZXSQ3Qe1)Tc6gZw$uzZ=N-_hgELx+LF zR>`>|_LVCKq~Zs7{E(AE=0GFnFJ8eOp^g|#hdG|1XJ<|852)(W0)L=6-k4?o zM~zwaM0ksSq%r$Le)E3Pw!7~&9BAcW5=lnBef{Q>Lj>EaM>Cg6gF4CBk+lRsHWy~-S6`;hxjB8SOZ95uM&4-1^ zASH|$eNG1brOcf#XZp?+_z-@4@x&goE`}hLo2Jn{6!;5d1u($WQ?c`rQ!_|}hw?~0 z>so|k!up^qB4&<$0Zx&Q*Aw_Q-d>~y|D5d`_m=D1v#kG=r^Wcv)_=NaF6*?S{pE<= zVxDyOM9ha(@wD~(u(Z13^I5gz2vxqE97>o861VAjao&{J&hRlFL3uHP^0sv523eW* z!k~o6C`Ny0C|{pOqI^XvlVJ2rAsk8m)RQ-4nv&aM}>5s zTq2sggrz}uNU+m~FIUErr8)MfY&|tyur^g~8mQ%MOq=cP*0Wgy#@deSgWJ<`U#wMB!j2=Mdennv)?=mNMc)dy3MAK6+LCj%nmQ-B$Rs}j1il>wb61&q$Y40{uln|#>F)QvM`@tr7152ovVtw@eNha(xBIuO z^n^qX=*Cby^a^qDsiVRfs=BO9-Tkcsb_6r*{^8Sbwz-}F;J8pH-9LiV8AQB;#*4c{ zB=;o`@{aKu2e*-&P{7eOiy`XZLY|{J77ykkD?Jvcb0pSi5ml$OZ6#_FimoW*sLA{Iug1c!(OFtlC$ z;eDYrUjOUrZ{xbR=P{cv!YG8f*v$TwSARV();^7}msg#vw|ypB)9-GDZ3tPaE#ICK zlFYXv6a_&t>?I0OimK!C(JT`;Yr?!6k#((Ey`UqZ2-9>}i`0yjPccJ59It$mA`;pg zy}#wvZXhbJ>|W_?uP{M442HcfE^|@wt2LoOL)$sdjxg|TJp0`qyB0k5S%?D4EPqAO zaUQ2fdE6>;e&Xu@dyi{PlbfV8WfMt$K$1ZMq1SeGV_F&STd_6mYt85Y4ybm0!DZe( znjh*L^R?>(uaP3l+q|yKc*#4NKbSVZ0r8qy<8ftQbh*Eib#G4vHs-z&ktNh81f`Lc z5bS67#$HvgY2@8oX<4adxy<_VZhuW84-g`@e>KCfYhl61&F6kipe-x7(Q=1I=4zn@ zWW9&bHj_eB=t)6Zq4*?1ag=@=LB4ZIGDUGphc$JhS)-?=cs31mH%P{5aJ^by@J_Vn zvMxXHjyrZH!1D-4!A z2Lvc3d;8PH{<6MSg6To)bzk9j1Sj;hV!&6kdnC!O1@7Blx#Xn)wP@`W5XoXcVSnJA z(FuYBl*CIejo1{GMXk|FWq-o*F6Tx5-VL|BY)nk?nOuZum#uKa+aG^9%}1FVde(|`W(qmX$NlMpt9 zxkgeK{<$(^a0zg3J1gT0p(wcecTrS1hF_cxa%umb6N7i zN@sg_(cfE9G#15t{835SaZ^A-m<9`j`t#q<9d`tm&c-Y9L51AA2H=udxY+c4T{d-_ zE36y-JI!f`a7-2<$bV5j27nnBho`9DXEF1PGaGYg4dVpSaMZ!-l9$atAgoeO(Gf_6 zh*COd)!~K&K#;_X4d2(56I?MxG#<}(;}rvWSi@C7bKCS;VTs~c%4EfsR=Tf z)%_4L9GntiI<6T+h(zo_7EA6aStPI2cJ?xDhb#c%XL^dZe}BADoKsP|D`<()biK2p zYtQcBuZ!py(Mf+LT(O)5Zw~(t{0&C_^1F?DTi`E?hb71XG2H5fP55fk6uIfTs!X!~ffT7bspQ}tWjKu8xuT+vBhwHG40 zl6gaivAP39*bcw@R82kj$#!)RU^idJVs!`mEtYKN+imvtTlBet_=mjhmbBOrbtc}6 zIPR_-EB1yA#MQ`>rsbTg&66joeGeCD;`fd}7=yiC^MB6fgU-8cT+24D{hc$zt)k&shivGVq`d?0>Ql)z;*@lYWoE3go1-2w&{m z629Gv{jg@~v=f3b9X-YFUbGED=!kd4qqUu#^o%)xm_{+{1aoj%m)7H!f~%~(5N&(p z!Y1%n9)Cb*`L(YS0BcKy9g|<};L;Y`0Dm@+xh@qvtIO-Wn&B3*FbnMYc|(a% z*8M?#^_>$}%#I|k(L9>ZcM4BZmy?>?&m+FHTmAa+p))^aQ*~x9H^2xuI17XI!6vE4 z>5%ilkjin0p{CHG3Tk=T&*#ka6G$Q7Ti~B61#w%zR1L##)iV56 zEjPbejL1}lI>v8Zzqr`CB#$w|Q8?GNG?)kxin9-pKNWUB1wiVXseDTET)6?&SA|RU zm7*zlrpt7(DcKGe8*3Ic+>2KhhfroqM}JA`iF_w!1}f{cNred+xF5+2QvrsF3NP0} z7mMwL8F^}guB*a$Uv0$~jA^As%?2y2XN)Le7A30Y#uBd(d~0*j!-&NCKFGiOPMeY8 zd7+Utn2PfMf}cxaZI-f#6A42FuD))CG%Va6b3nsQ@Kc2wh&Iy6F1L`>x8hgu2!AGc ze|X-^V1j}vqk6_&Lk63$;N%MS#itLCkdNh=^I0aH-$+7AT1&D0!G(h0{ZYVOb=MQAEcI0~oW+YH8EuI;;aH z2wn6)0Ud>X3OFOK(*2QgRmf13Ci56Ws()HTH@?30 zOcNPs}*6fd3hEKZf(l^l|(DK-g7 zm~ab8x!w8o^8kXI1WDbNE0wCbw738u-uAukJv3fy7kKgg3w-eV`tHT6n}{wXlAQ9z z-DW|kL?UF12#1IS@F-pUviy}&zWVpw--mgxZX}*g!YG8XxEp_+$DcpMtuD=sS2tWt z1~QBSLi&NpP9?vs2wtjmwWbU&H)Y*Tnyns6yAwC*{db;qNr*z&v>W1G1@;)pVUhT~ zXB7%!(4Zfq3pYg0SD_*8hg7?`Q54mlwE}@69`*y#f%ax9UsKRE3!}xFFvLUgB|878 zRT2Lu&bDQ(+g*R&gs4@YeTt$HlJF@vt%g}SX#ZGU0Y?#$rmP65c^!W(posH9eGlrs(XBdfT@ndI zDRb79C#^fz0I5d2q;=Ltw#qOkb%l4x^@U=1VJvjc0f)FU-@tZVKUfi-T6bdSEHo%Vq2DJ z0ZN!_$oPLm+g~#54RVH}5eTeOzW?#YvyYIWKn|*aeuM5ORf*2y z%z0`SC#t#NK%65MUE@DDI`jHGV1XRes5YBb05(tB#`qR8LFAEGfa?1xX8woPe24x^uwyW)~Mj1bY)w7{PLb zP#-K%p9@~dz+(LTw`Uy>pg5qy?dUWWI82Ze$FrgHIySm_T-iPOwWKIEcE410?UU*3b52uD1uYF*YqW>j+n z-u*UiV_(+85n?i$WW6AeCe1Xe+x}J?Svth-p12$YMkf>zd64d^vT5|a&UE`YN07GO z7YXd9_XpkT9!Top@kCh;Zz@%!y4X4xbgqAHMO!g;0l=L-FX8tYAJ_sgUvdFJ6@~{F zNXoi~Q0n8a>80QGDg0#I##NQ+VV?SZ4}l0O${ttzlAufgF$yoE>}f%BLuL0_tE+4- z@VR&t6yXv5MoMIa$+GU&88VOCT7Nz;@_~bxkJzhB7bUZiEN)9b_|fEkqGi z3Wuo2=Hq@@vrsH4CgB=KYb?4IKUmcIq?_Se6xg2)b>m(XR)y82xCY&QtQ5E_6Gy;y z!1R!aqGu)w@w7w%dO`uG^W613zxjVIO}%vpl%rszA)hepgAdA4II@!72~q>s4hh=x ze$N>aLR>?!-VB)K;U)w;YNV6uQ~}FJ0L-hhm~#7LdooBmY|c?{w9k-%VfaI7eE(ld z@CNz|k+RRyIf^zdxKLcD(~2U*%a`5#gNfC?;L`nC&F}lTR>uK#OlAp?S#f_2#0=Dc zNZ8%R+-$5+9?gSe1Z;GS_N{JO3W9KK@U^`yrVrr#(F1$?^U(}=V)M8Az$|@_%lz!) zAW&P3b~~@Eh$AB8*Qp#kv(*I(%1a} z(ocoFz_ez7)UT#Ce%?m;NZfy14*<5Qha$@lp8+`0O56_)W#!n*hp*)gOtl;MV39}yfloHTQ%EvO{TZI7Dx}=iNlsb zKiXQ~yiZk=)VgXXB(>?@xFPT{lc+3%v=biVR41MPyA96#KXG3(MR|X%4S9BHw@42h zZ(sdbWRBy$a-iKM?qYnA#Eq+vO*>(pm;XZb5&IMCBhHt%1(3hOQrmR^^-^xw6ZnMV zzvhuCGT=hkM7ZwC0Gm_Hvt(E5#J%@MJB5^lxtvu(AN4l(@ec?IJZ7)XZD8H5CNWo4 zyms{t6^M`nhZ*Y?BFTSHZqI>SOrgha<{v=zeVbttvMrzXAPMO_*x%@c%Q3|M_@;P> z>)cnOK-jY>#V~ut=7%n|SAij7!9;)R)9d)rZ(v9XcvxFIJ?tBmy50AEmgA3b0NTk% zfJ=Kh07N_}kjc5;H$aOG=*PCwOmmGg#5{)aagD5<~lEG+L zM8`mlp0st-ijd(XQW=)ZIE^b?%LbvejuT94yY8_rl5F1<4d&LgDg%pX5EgOLcaqFW zf$0(Pxf!Pvs7v*_1y(m{ce^SO(nSNja_j}A)I{3aLgVzct;yZ7UgmwZT(uQn78r7>R6GWiFhX zWK|8n?l=UlZ2ZCG!MwzzQyv|lBP6O?kL{4YyeZ0J?d$p+7PJ9%mFGN5ovCN}no?KK zu5U~(2azD}Z`J7{H~N1oa`~6I{tv**`j*W@ty{Hj%Qb(nFQtmUhi-dTiBbCF0a?0_ z+hphHc?GaA_A|WoAq6O-IQqKemvRY7jb2l|-MFOV*)qhk9C6xWVyfOvjwQSVnPTZ} zpSk(XQCHM=HcY1V%0_=ab$k#$p{5zp$nSLaEQ35z;SmEwpx5B-Pb&fx0+@KY?`!oO z(vNd01A>41?Ic4alQPgY2$VW|ZpuP5o)dS${?Bsji!~_xF`r~%vnWBt$T&F$p;RI+ z`Cs-N)T6p zJ8%%YOLONthlOH6o>7Xw;RTq$*Z?DO>xolvF)>(#aV6FZBD}^<0u;ch2#0hD`Vfso(uSO4^*r0^?IylCH^Rdas~3^N&Zu zDUOO@HtF5ni~j-hAr`Th0pSi5mz;MF6_@PR2P}VD-;>+65q{5Kp|?si5dwe!2&U7A z+Vy4Jah%TiGWJZ|nes&3i3vrjBxU>l`|biDK}xuj{G)GqIgua$0*l@6`*wMBalfF8 zpT46F;zr~ad2K2kryyUbeax*b}L4ghpI0>>opmX85^b`GaD?{JQYNxVzFi!;f#&8 zlJkDQt)6Z3xs zM$+UFUpU#2;v`EGxR4~}@=G@KW|vo$+r!45^ApFcAR2TwjNG>?crWzqDZ4g%@UXR@ z%h(yIge1Ye`^LXww{IKt%@6p;zqiGS`m(-vxBW*9CqLjlrMw#aa4`I)+3lOI3@74t zamH?f63LXen|R!A*`s#r&@r!H#=L(#A!(WfkM#Tc@1bn{Ci`t3a}$YX8qIrGRx$VB ziU>N|GIwEp*qOTbR`vF&8{hEy*H^DRO5zc@XZ8B+O5iCM4f^fJ!Ki!F=E3^iL)V*K zcZ^3&D6pRVJUn8_g?Qwb!c_{u$G$Nrokf!DG9=N0BwTw7@GptGU-w1c+x35I>Ow-Z zWo7!vMx-VwQ03I|X3P@X3;19*?mgdZ%)WQ8%H5kjmW65EW$U9}`=Ej*SX%D8*M)1^ zHHE4Ca^F))4Y?=ZsEI+zMpvMvmUXl?uuKnDN79^#rYPGo{sVre~lFyvtIUD4F~DpJaHdz%u0& z*b2_Pi4un-N{S1hQ<0R7(>uI^$@8u=T?ey!n1d$ksqovH3fcj)EPxC|0uO*)fJpLs zWAEiSAP{v2?wimQLZRQfKKr&D=66nrZB^5I_obX9srO!wLOauMo1%X^!#2)nXUXPq zL%)m}6{1P05wAAQKdgJ_#dA-pHh5xe42nA#`4Pth$dO|oKi9=C;6$_Ww86?ktL4TZ z8dz!(i3SR?yn{E{GOxPET_Jnn<7SUho>#8*_QC!3TjNKY$!OO%!lz(xO%f^Rfa4Zo zig@@WY~)r%xvKmF1;~FOiae!SQIdNMD4N;?emym%M$ikVbk2B5Mwm`6fQ94JIX5w) zq8wA1vL1BFaVEeBgI|V#{Ipwh!HCrQYs9Bl(+DD9_~kA7*WupXeB7GaUD>d-o`ZK5 zJ=|q;`#TD5*WE@jUipXJ!w#aeEjM@zn#Xu8+5Q1MlL+oY9D9F8Q5+tS;0vD_0c$^c z?s#Fdmgd~gxM!=sHk(7+j{3`)z%n0*^s#w#LkC=8t~%chvsY!;|G!abl7M%Bv_;%$}OCOW-F{5}m-CNz<0$kAiE7qp)Uq&^V;d>RUL&1WogRrY7&+=R(cxm;KdZWSc#AVFQ-qN;B_-59_7a5x0Q();|^p$rgK2$&>%9u ze{4NLpveBEI9ejTY;7(H;g=^NJ_mtCJd%FAMA+eK*=>KDLshuzTjPGg0>(GlOwU~n znJnInHc61iOzQ{k^1>XC+rwmleh~i;u3?)aVhmCTTk_idmNm%lR$+pb5wlnBSd2}`F^DiV!K14)hY^B`D0i?uPDp z@1__B{->#mzqreN-U9q%#${KXuvtk$k|dcZ8wh^{*DF~ltRQK7Vnnb-LKO4XpiySa zAaCKB_-C!W!(P5`B|Hf>Zy1=pyPaJ*$e!9)V#nx1NyaH0n?|oZ5=fO%(5^5k;iv9G< z)jB_XDytGC^V(KpA_oni5(*f8A@>I4Qinnw-&mBLP3t>%>u?_zm&q}W*i_`*+jnuJ zXr+RyMkXSeW|OZz?`~QM&6~E|$3B1ifQ$`Pbjfs=e?nR_J`cr%&b1&iyZR(WPPuTX#UCXgLpv%;1^6zz_-^Us8}`L#biRLxlR?fb zzp4sw?wEpa{eIZ(pNs*mrlJn(w*&6=P55#(v9_Gmb8 z4dq(Q2EDlX?tk5FQ2dtx;SLm+pMnk*0x~$45n=@?mhBA%e>N6=pI;H|lMJj`UUVV5 zPnk9;y6B{fnE<;$yTB?Eop48%3|*3$f8WE4D9NTBXS{vehZ)N>#Y3LUcfNBNeD!#R zuYP)m_deg>zx(bsqgMinl%`krn=3*E;&F17;TRDHL*>hHN-?C^MmP?X|yu2(HE*G7BR|23+#L$Ym~wzJPoQ4DRX>PP$a!x0p3XB{{f351j=}`d|Q4knj%Zz4A&tKTrDLl6y zo1q0Qv`+cj==RYXSwA@?;e8_;tIdpT1}?TIyEK5bP=gNojP=2}g0Uq4va@(xZD*rN z)jcxy4Z$!+iSSsq85b|}-l?^deK!g$s-ZN&W41PFyZ^eA-KgW-?MvYKDH8}8?`%yi ze?Ne~gtkK<<*;$yX>GFvfIPlP+uku#8a?E7`J&2R<8sR2+!YwY=mUP-j1SMMsZ?#B zcU5C_1G9t1Ae^HtA>JA=9i7OC8dWC5HgN(%{!_Q*Uv!kEsUO=zIXzT0#xAfGyTi@~ z5kwr=mo0-xIcF;JZZsPNN$Y|muPSGGf3+Q|T>D}-hJ=+1E+zLOsW{DR~=rCyp z%*kV=Im`QeWq{QjD0CjkYbjks0BksBh@aM^`LyafsRY7MlExS4;2%xvQB!VKe>90U znpy;c9^#V<4@Te^AM;-R(maNIpCX!i7=lO)VF<)Wmd=*DZ-=^|AswcOPH3}fn{B{0 z6rd*I-|A>fXaYwU9I-4}+6WYzEa&~UhTIuZOxT*xHIALx*0(yS0AmP`9$g@Plv=mX zs`JSJ{uy`RNW_|b#0Fh1h^r7ee@+mYwBil1#5HY*?2Ve^=Y=Q~8i=LzK#y;5&^x2J z7Z;Yhi9jyADTehY{#eMm2Lvp`yJy6Mco^t0q7!l#%@2(>=d<2M-iDMc5aH|$CHwuk zwa!>LOUZfZlS1C)BzZl5o+$5Rf3w+WJkupqU^^VeX);m8fL9{H{c^(&e`trif0BL3 zGa-`+CKkLCAJLr-?KGWOkkngzzOK9Q9XiG~i648+sA+sQ)xjxn{a30A|l%-u`q;Jmg}`qL|p`&DM*ybI}_ zB2GQv|8o`VgO}(i*g%a+f2aB9#KDK5>J?OsE6~>Qbu-vU;@>e%g;&(V8KUGO=6*9V zb6aIfD1aPMP=-{((^hs}J_3CH068qkm33w2{it}(t3if6mrbWU1DI|sa8!eivJtO8 z^+55u9!j@E2_i;#ilf5TCa>v|Vc;qmyF`~iDwFyQ(R4Yn)-4)Bf1s*ufog)g>s&|Z zkt#^%x-;T6MM8L?k1}YC7^s9t)Vu3YD?)3DE=wq48ak@An{F)>boQI}b2Fo8s$pBZ zQA6SEYwji4X=gXI-b|iBztYw9SSC{-9%2ay+q`epmm?hfekARirmF1Dd{I|~SY><2 zL}JHWUVPcGo6*8!e~gP}Cd$qy4h*q)Q4pQSadoi-rll9K+@FtxQ^uDq6U;-76(i0M zQk6>qTAx~3_W6BNZ*);#D`$Xa`=ILlumj*rE!U^8Uv5?B>yg>3uVew>$ArWe_MOgC zPj;?)T5!hEe;)GU^V}bo?$~SEKhu!$HuK~VWAami$Qr!Pf4$f2w}JAuQls`D6Bn`^ zTKNXmeG_RaWmmYq3~*Bu&=7F&^;Bgw3p5luM@LT?t_7<3HV)@5bJlALET~9`Z zMRIp~^Xb}ie_A;{)$8$a2bN%t=mc=8UR%J1`p58>1*GfVo1EBo7lunQ715{NBaKmv z*+sqnS!m{MZ&+%f@@m95oxQsK2o*vsgYj;~lIZ$G-AXd>W6Ix(DzDW(x-)kXM;R-2 zv-1zXI79&=wKdT6y*51d7g}0JL*Ez*wdkn<;`rpde|yS1r%>j#6iB1`>WpQfC>XX| z-?=9kJ4gv%gTe2JVs@;d!7?b`_(2Li(a*qe;i-qKxy@pJx~h-k*_CI1Vl8m8 zGwd^gf27?UtafZcibzJ6*MezODyIOb%6gUejyp35|BUYy(_J&P#prt@``StAuU!D> z*f3RhBP}VFt&R@vlm7Heqw5J|CPO>^ROMaBf<{cJ-Y*) zuCaI{VkiGo#Qye+9heH16Ic-A&H_C!7E5Ops8s!9}y+=IT%<$~v8+`P9fBoi%%Z$zh z5-Ck**XtRf0_8lJWtbzvpldbzeSSk}y7b9=c-7N^*)4i;e zKbe+w=eqWVE_Sk$x_v_UIYTMtuMqyHI%+B?%f&FHRkAK{9uWZJC?CfK0kr;NTJ9U| zZ}h&Y;exuUm3uFn-L0ypN_V2!%7~0ERlAk?(bOlzlcb1{S4w|p$r3W(Z;Mt^*N$3e z!cmq^1(uy7FqWlr-BguanZ@b+wkZGYwkfwoy^*f1{4v1s>%mdX`&u_UH}A^=%oNN; zEr<~rnfnn0ktL;>pWgWA)~_oIT`3SN9CWtK1xmR9VG$&f#GP=jn^LZNEuSz$Cp0H# z@)AK`tX4(@M!kP)xTC#d1Oq_IJUH}9wx#n=weQpy<3qAFazIuAAAh-wXuzN##&lR? zbjiBkNewVGfU0c!s%uXG62S!JG@NE%HQlL=;p~*==V2=2F!(ig`&reE@fL=?9hr+z z;hYRQ0pIq0=lWC}0iezEiAAHXxLp7yRx%bcFrsM~U(|mqw~^IKp;goS6F5w04OTEd zjx!c+{x%Td55ALaTNn>8{p&`@PMPJPg5Xc8E~|bem(HFU69_}tof!0o^?CtoLl9_V z?uii@1IB3`L2yX~dxehv;vL*#rtZ`Ym}RL3`@6vj{^w4$ErgNp;DwxRmHb~9$gau4 zX(Pf&Gel_c_PvLT8a%b%?Fx7WW4MPngFR?msxAr|6s01tgLUI0(dVB$?`k`>vqybG zN;!B5aIlvf&2L>{BPvduFJtZlCUoqIy0_*7Z7qM{j3l3L7T|uhda#nkgTujqy)il9 zD)+;9%UQJQI$66eV}TwXVd7R+d)MzR1zLY^Z&=EV-4<@p`({rs~9>_h`WLNw$kvcZm>4x8HitD z(<^_pU#+K_G*k=Vo*SMk5C_;Fl$T7${k}|iKBt&4h>A<>UFm9hX#$hii8tIUEAua^ z4IGGaZpD;?b(ozvJozD7wBf{$#lbUxyI`YNznR-O5)0-TN9>#j@x41~xH$*%or3{` zmy;J|FjpXR<=w_ck$yAqy<#A}&Ilcqse^xdfbQ*8b-)xy_bbX{EivjucXZIND+!Aw z$p$5@rwY;$1+j0dpcpPE5QHX?G=^&^&$4IgIzLa>kfI`%J~s5{gf@fSWf#$QR4|Fl zkMVJczFe4CP0we8^+*XrCvDk!j))r=MVaf`)<3?Y}GqvfH?HjRjBS z@OLZq!BLp!aaAw<93YUbTFG!S+v!s`HrE5Q;o-kl?Rrnl2xGu*=`<8nBOXupg1Fz* z-x;^`_5?Xlpg%@EM`B@hRzWfoiEV^CD;fI9wxLk95y*U4dbU~1F^a=(b z#DucW47ElKi>V7A1C+x&3mqo`fiRS${55a@%no>$$UyDIYW%N1aTUVa|W%=@SyK z6rS6ZYGU?-9%7+}el572%|LLzq|XU%^nV@P{EBz7^3GAjOoJ0hos&O?*${{z86n>w z+PSI>%UziTo3}SJhXqwLW)y%fHge@NWHVxfWkVBrHkBB+H6j4Y zB_l4&zF1^@T*`%8KFHah?M^rK=6lz^m1W^dy6|HC7oI~tYCJEN=@@@q!w&aDx zOJ@|gKwslmmvie|L!cdbqH)+rtN}|M;~22kU+U^U9>_$NoM$vZi4n_RRUG?OOGpKV zFCZYKJ+LTwAjmsls-KV~JEUBmtemcpnkqJaR&syZ%5GdT9xQlzt{`(b zu`TJIHbwDOIX=7v%J5khb?kBptU4C-hcHB$6DpvS+es_6#;n{*T!7S8GQw z6g*5|NLEe!0?#*84}p2P@id=$=ZEVz{{{OoIJF98Ze*7Q;SLa&){_num*!ssD}U`- zTXWmG5q{6F@LQ>w2mwHXm*gpl<1_BmIcI$IcG8(b6fB{pNR}XDyT87R8%4^LBUvZy zOJ_7A5Cj(3#qPHsmiS_QfiHe}gZKVFE#ADlO6Wy~vY5sfi@OU#Gn7W`BEbTk8iFe8UVEg0Ez` zwr|_Yz7S1QHMVOjl;UdvLy3LYZg^{7Re9cla3@*b`S+p`w(DU=aKM%Augc=d%`4se zs%~Xf+Shk}!F*H6TxbPBg*hQ8W6Y{jnH8dd7p-V!j0I>m4{;h?x30gg1%G$@VZoM5 zw_+5?(*EaM31yoPew$ieVW;F9UatEA{rj%AiZmfS&Vy_>wlz`^o_BWeyMKtavBy3)a@4tVx;cqZ{5nUyY^vIAe&hDsm9lI_x$=5$ zyP}nKA#?8hMsM$KZ&J&f8A*e+w~1Rv!g?7=LR`X+cqYokhSC{Qp%a@^RJs`FE`tZ)DXu9aiQ{){PMJMikc0 zMyKBK_LN=9nm4U%CxZWH$MIKTj%9y?6R{S7$H&Po)UH*fb(@a3grFoO)A0e@Wf;W~ z{HKV}u-`Tt5Bp=zqBNkGgmaw2&+hSdt}($thV5vK2H&OXL4Sru*!Wbup<2oCvnIIg6e&@HpOHuO0j6fb1s-40C3^_mZ z_G6SL$%&_w9)EXAK;2LnQ>Pt0^O&9meck}1xtH9doXK3*Wm}%a4EEy+@|^YfqvI-u zvB$?%NRN#xE7Baxi^e7)ViQPkN@~<$5GGMjS4zpHEM)s+J2blL|4z9Ptse@UtSUt7 zC-VHB>&;KNSsEiu`?XYA>9~5Ba4-rE8UDa$K}XV$fqw%AQ3WLJCr$DpdM6?wLj?CT zj8o_h-`YP*DjQ{!r_rleiN@>7OB<^+!3ZaG%w;Kp)58;Vbp`1bSjLAQV`MYV)7%>P z*~CWF1<$?LFP}U%8QV@+gE9>vy=iOB1F_}_qL^lIm>fyBFhNm9&q<0453QG9e*b)X z{oCUD*MG0J;~U1b5EJU>gNxfBvn$PJ@0>9{-+uh+jrFfiHexHv_Rk4oc0v%7KQ}r4 z7{UDwMwpu$Ge(<`O%Q1La}qC!F-izI2WM{hy*_WTmwf+`cW}>vQ#N)s5&0K))u{*9 z9-y$?M$Ze@B}s~Q7WgDKTqDDGSv8k%C9;4aZGTC?h<?9W&#*Z9c*||e z-+%RV*&`#4y6E|B)8%c~7}tj9e~YG4w%L!V%6{JDfzT98FtF9(1DU&|<|d4i+M&Zr z5o4#&$sNTq%isUd9g@rtMK}HJ9=ChpcK4Ex;us}3d-a}Df?^W>FFZ7%D20{JfP!05 zSB)tXhCZ?C2O8uM{GxFM(9je%4AX$NVSi?h61fr~_^jZi^2Jcm4*^AT~LL)3G_hCvZCae@^!r%CQmoy;Ec(wEOS* z&XzyQZMQvC$=?tXO z%g%v@EBWZk815U>Aj0IfF3c5XT;HFFDjK3VV?RShU~!0%^c*_WtGLfOC)_y%e%{Bx z4$hG}5Ht}`k1QE-4{JNP8)2{rRYzLIxleEJ_aoEX9bD^b~-Nz!t{?EKPn4uvvT% zURMkpNUjd@s&D+{8p)Qjoq5nDzUBeGvNqC6- zL&&lCgoD*})IN#Z{G)}>NKo3Qm7ytBk^~=TrhcfoE*$2vaGM<0s%K%Z-XZLr3(ksV zY)rzero)`6_*RS)g>$f7IndU;44)fB(hc_$Mqjjb94s+R%b4iuLYoDLQN zG?#I81Sx;jSy_+VHWGgKuV`Rjx&aSEQlvyCy9@Z3F`OWA;0!PZ;(bs{>>g#+QbSVP zp8fS(ymZX4k2$>d`oS$xWU=b2uMTqXY(2xXH_z~`-?bbM zMTF-!3ySBeb+gA}sX!c*bF)7$2%e|y;*4@UZ`7t<5I+B;|5Ldg{D?VjyP_=Z>#oXG zV;^(1pnh^$Z#Syy?1v(xC5ah|6XG|1|3{&!^m0Lro?SpujsY|2=Ytvq-GXa^@fnpE zQObX2XM`ik9)j_Uu4{^=MsC;j*o|#q6cN^&kd~!^>+`#+ya^bTkgykcEe!JN=cbTS|rgqfYsJ2bl zsy)Of5vDNCld3O=wUV?=D zP7EbnAejhfD0#4@s7p<7mMW|eOa8Y8gFy*Lgi?5rh|$D;yU?5lA_s$=B=R16Mkr!_ zdJT!;$AdU?fS2>BGWUb|q}tJg)`0pO4|7+CKu!>jqKOk<9@zqHW@3^wjrgpt+5&$n zPr8KkXh*KoYOV6;_U&`gUE8N^Q}{YmZ*|4=z5>Zu@{@fPp;+AVRVXi06vxR4IX-?U z)eifdU<^ejIqvlR$@rB45>hS0QP_>35ElHDtiw?xN17Xvm1z?`>lZrTwaSjRU9-!& zUE^M@|MU!{UGk-CQrqsBufF*S)ntDnAd=}ovTfS5>esY`N&;AkiX9nbpHa+g&!XK?RBO;tg2%6wexP$`dAfeIUfIF4((bsigSpx&X#an7cXB7i1!KHEo1#R&R7~=rcvVbK%+68%&)8cP7x9tYh0wI!?#7ZQC|G?j&Dq z+qP}nwr$&)K6CDxb$>r33~4-@%HS8?q|mR^mOmnGjt%~|BD zC^mw}dl1?!+>T6pKQ%7Z!%o?L6e^V34*0?gQ+kQk zBb1@>Q`@>^y8wZs)jjBp4%cNX1FtGKbxUQ8;+PdrL5!C?;H320vX9F5u}wk{6yUTT z=|29pFN0`A1{j^X8`HRE{=NoMJMq`lB+Co1w6DorvowM;^QDQNT$hG`v^wU0j)dK( zSiOWFDecC`xmV++4bhmVi2=x|)FV&_DQ-b48?2v54nQ#XOWSPxbhZuAVhlTj;fNjm zH>HD3UVsH?k_kzvLB^MJV0MrUyT?|EpMX$7t}@fULEs2ppe?ukTCZSL+w$`V_ zTg;Cldfd_iV@SwGQUXo$5LJ`ayRhdLg(LzJx&YU!Qrewj2aF=ROwZI!UHE@N8f#V< zxjP}O%0FaDgZ9U)TxaiU{ zA%MCm=Gb5N8Nx4UJc26WBb$G}PTfPmiDlH$M~P)x2hE|2Y82C*c@_U?w-oneuOBJ6 z#j>|2G05vr_MG%Rz+%7rxQ_gx|E>l$_vsUvb6qimK`@!fr{TeuF|kCeLS_uXg9Ki~ z-Q7;+?QVOkwOd3@6(!-A3g6o`c=}uCs{nX?WJ~Ou{)Dkk;kI#cNlDfRcZIknklU!8 z0iN7*klr8T6nY5Cr3^2&qx@YZtKZO#&v#%!(R#sPr4 z+*kH`P=QI%Sh00op;ERL9DZ;RtDm6wt*^UQrpR>1htfLJ{o}wq+Daun7MuNpeZD@7 z%Gc^|7Con_Y0{03ZwjrCj+iP>DHZIWw56l#4Ygiozp3$fb!n65@UgC;;&9K-4l@!N zaG3P?bY$z&%Rzq1Qrey580)ay8}+m?AdDF*6le>AekQU4|&(>rgxcEX#JQ~Lp2*>Y5|Z@N97ip zu4W1#OTiRk^A=CZUexEt+A4)2<#A^OJ7aSOma@11@%T7i)#)FFP$2Mp00ObUF_;7fKNMiA8X9MH+QEue`Bu32Q0{W!V&xW zIj|n_s|U2#F0VI$@6O9)&%rC%4v$Zd`L}n`E4)zx5!K+?Dqf0X{oZBt-p$TV7sos= zUh-ht00-XXE*u)H+mvWfY9(in*RwuVlk4*TKk@$W4uiOd0Fm-i_z!7_&It1x(4=`` zzuAiXlikxV@L`BK%0&E>UwsTv@ZJs&W*a0W03%)4n zoX4IABQf-}w1oCL-ScL;K6CAfLuY$GjVh7?9I|RgUmw5fF5i=M+LF)tYQ{H7BHJ~k zE>>hD{N3;UKfeW=cGuAXKi@=LC5iQ8s=WB$hQ*3v_{yYr)2)4Axb)kFHbXkhrd;tx z26npfb%z!UI2Ir%K?y$UbzR!-m2qm@HkzGnac{Q+u9!m3%f_sUw5O_YMOF@TPrTXW zh0=69WHjlkubpWL7X6X=%C^+7_q&#wu}C-#6q(OgBP)bH;AH~<8^=by9NJKJ@J@dc z7!G1OOHm3d&QXMtH$j%a#;U2C&gH}Zo{pT9UgX$(tSpD+7bZL9#R8DMrX}kj&!mTA zk-u3QE9S|xkkaLFKDcA0--?w4QpAFBnHikRPmvbIj9cP}G=c={-+YnW>tGLjNy~zz zr0O|_gOr?AEfMSiome>od6$kV5oTyh0~ihKKMxQeb(9JRV}-4%vp_nKea?;DiBV8W zIWWDr114eXL7ya08V9A^6ncs=N&*`eqF*CcH3DQv3`Y*7`mRdmW6D0*c&VnaK8qZh zP^)$zBY)xpO`P|iq*Pb5AvDhNrj+7mp)>7NLMUDMU&#?F_+}+L3K$;a|RW{O*DeI!tsMG7URHYzHb&2qDo(_hVd_Z@_we*l0JBX%sZcw0A45ua)?Skv3 zN6B_H*b=r^9J?A9UGabb=$TCZv!!TQIcq8!lL0V9=zu+60^CYn)kQ0tVAf8;GZKX8 z$GfjAw(04AJ8X$2`g@JYdtO>4_@Q@@cu>tHM@ysHiLH527{QU|EFuIn6;Q;m|^V{n1d82FT@zASlxep71A3w;($ zvnhfE8xDL!#5=7qO;}u|{5)+G^FDm&VKqD8bEwitvk$*{*Ou;@v==8(!*`o2y)Hy)9q)Ufuq}nLEidCltY79h4XCX2zwiDwQA zZcez=I+kCMoB}pl+RL;W7^yzl=W6a7F)p-R%JDwt7Va@#+={BXyaWNL0IG|+VdzyW zTyV8!JLxwwdU($uo^@v~u+AW3xHsM`l>QVz4?=o$^gb;j8yLrHeog|5Tne-!8MMDS zt5l}HqTB#nJ#1~PlAY5=9zMboW(NqY~#^+Ti4 zPZ-h-nBQ1Bvaj)e4*1TTM<>p-w`V0^xTOjzu^pX?dmf3(;DtxK*<#odml4<@>?`kz z+E^;D#l>WIcCAYb-|nMjL3z8?K>ayX_*Td`9IJPBoQ2y6e`AB`PVWBA8I(+SALu1O z?{ZVW1>ERKU4s;_TThqb2gwHDDV2@w%iu%tHpk?@KC@}NjI6LeJFBb6`GqAYF|D4~ z-VMvq4hj{04Fnq1P5HSc=sF+7%E2zboXgkp9prTFZz(!5s*H?!&50oi zsr4fMPwM(#%I-rrds{-t8&Oy?1|Vj=n*jq0K4vBCldo#b;cZr+nUT@6Zz^(QGv!&lUUzIUR4*gY8bjs?}KM49#wF1bQ{ z6rQy?Te-u&UB{~oF#d(sa`$D#>_mNF8wsJ4VnNMB-a%DxmE=;BUq4^VbAb4~6pE zm3|wxF7->w%po>r-@ZC#w-N>_NbX)Uffy27hpk#cFP)6pC?Vl?()d>0*G3Okrz;#d z8Sp6K(HVG@MSa=i+WYDop^xrOb~-j2j|(o^mxQPao2zxe!bcTJs6-D6algGU)Opur zsPEOKcBv1bDUtL{odseneNni@diR@0YqQ0O3QX1;?Hqvu#9QNMBIVXNW9!Z0P4KwI zx^PtW0?E@Vnr_AhQ4;7Uy0Wi|QAv4$*DjK13;b>cH^3~y8hr;HwXx?@Tcr%Q>dehH zG=)&k5yl^%1(qqiOFn<2Q#Ta_2FS#fF}v!yv)l6-AS&Xi`QPgme9gZY6FXzdFFar> zz>?-aA`lzWe<0Xu<*0K+RN+QWP6TopERqy=GE51NKnbyd$zUoVjRk-m@Y-AnNmtsD zX&E^X3`8Tho-bG6xH%^gu^NK7tR3@{7`f?s_r#Dln(U})%mT{kfj1U>QxhC9=+N=G zlwE7QnPEUy&-HRv=G5_*C~0QD&b}ESrzuLW&WtBa83m2{cd|@dbn^9!zg;Sfn=2lk zvA?!lKFef@8|RRvrqfhWZqf(2cH{wzMy=3+Aq*ARqsCdgx=zh)B76xMy@MK=>ITEg zo=`(DMta22b-qw^0ZS{(PHwFpf2$9nX;cY{jD8de%IGnnitXI!dQ)}{PIN!OJdri! zIJWZl6a4`TyhCnbdV8|bI;(}IXUA-p=KcOn6?#v6VyAR*&%TLYg%2|mRz$EGmTWxM zW0c?xPv)>@i91*3vuV8CiJ(lryO3D|rBjAaDvb$q^l={wD`byv7kwKDKer^FY0Ml1 z1Nt)dXj(4dwmof_WT}(cKA?^K4NhO1Vy@M5!;;OwHD3+C7J?yEI^qj=00P|`G6ee1-XE<6!;tF0j(?md(a!OKyH<(e``TL zy}J=g>6ag0l}4G?+osE*t73z>cAW?%19a^T6lEd~Wc!=|dWHW-F2nbk`x45Zk6Q>c z3_(k0Y<%~Q%DGR7ZXc4_>U(M)4#DgFagDXP)9U%gJ!vpmgoeqm_d}=IJ)U)`w_OOE z4V#F@#S`m;o5;qqu}d50OMmbw*>N)t;Z6sH?WS9R#)k0)5gVmtBKARyb5AHFkA_HJw}j*Kmt($4>#s2=EP`^-BL_I2^a^ z`8lIZ#q9bWQk?iLl*ea7*Q3>U+`9;!k#awQOW1UenZ@!9*BM$euSE%rQdYB93p9!&vd^`r-i$~#aG3<{LiJt95@;GaN5X&{idu&p?Hakc$&a1V zVq5HEodMd#5W)cTi!p^<>h@r&F=I6kLiVr~2|qTRdkh#fWmusH%>~^7(Yg<@MyH`8 z)h>b;r~Mro>8+<;+cyU?=qyeUHe-zNsrX(QQb{>Fc}*g)nDGn>nj4Fi?|4*i;5GiYWFYv`$Cv(k)xaPh52@gQ2*g2O;l;4-@fm~UA;X^{dLVJKn_^1yVGAe|w!1j$*z-pzsuu<8%4J63 zbhsbMwPYN_Kh@nAlJJvr7t|#Nf0KhP%qY}-a#{z#MgeL&d78T|pFfD4g{_#;Zl+L< zSfx zv)TYgr+Q&2QqONz(m;y{joLaKT-@re@;N-cA{f+s<}OLevB~oVv)74H#?eMk z6lYsc0)pR5F9yuq#hmaS@ctxFoDDF|Fw3*@!knLncbShZII_Xh@!!86Df#$Z?#MnV z>|R2Z4URr%6Hg^rr%?L54jgLJbvi8`a;*cXg+DYF>Xqh2Wp{?c~^ zr|2%SVE7|euKf~!*9i1H_t#6k_hQBavVS!@c_bJi@abK`&H1ALtiaxcU3>{~^HM<< zE^djAeA5kc@5xo>M&H^(t)cqbMNqlKc=*~pB}LNf^nbnG?nn;3##doSZz4x@@uT64 z@Gsvc#JLt5t=R7QH)E?lTjGFuDA516#Ev1E{}q)Mn*M1S3tNhx8weGkOXL5v48ux^kyIkwNZy6Zg(7S9s_^HNwg93w5KYR=QKNjs48 zf!(oQB48DfWc4>jPUj3%RSH1&Yk&Li-|p>5eV9)y6Hr=jIlxV_;eMP^n~>zLZ3^Y> zdzao}>q#SH1ltT_iERLN*Ea1y??B@@_8e~G+zQUlTzkz^e*TJ5v`V9m_Cu8RZ>a~r z<~@JIb*O8?GM>6Wrp|gnVL3zcj1QHRm0^K($=IsUC+_x7J7*OJkbf4=t!KtiX(~FB zm4OkMamnnSO#o)pBYlwtiVTK%{iq}{ETSDEVQ$(9VyEJ*jP!?*1_ex&qjKX{5_W^` z+vOV4f;vauM<#JC%5+IWA?@V;b2{|6#CAm)TCP>>Trz94;4%J+xzE4hzGx&H-(9q0 z!)LAw#sisaJn5jc$-_=sx)>;T-`6cD&cI1rsPX?YO9IgAt!baJ>#Dg0KW?ec^^yFZ z*cl7={j|M3^jB7i-SWNWP|On?JSb|X)NSr2rxun;`;Q0-`BK^IJV>RC8FDR-Ido@- zi_50*`KHFB=fpJR(GtAa;*qj(2$?60(0|QB`I)5=7A%$}%M9^V#k(Km5s6d)`Bi?8 z#ZW^(Isgu?ba#tN>?z&CqWw=9M~Dt7`rfx!a;8_Gc1xf=Hg5I2YOM`O;1tyuzI@uk zg(NkS^8V%QwIs|JuYHem16u|b9+@wp{u1GlyNCxBM{(~{9*HwXH4PtlNnqTxxyGR zsVkJu%@rS?^nS(@;TxR4=O2!wjG3-8n*dK;t{Pkub=r36RH(4O+GIUm$D1)haFwf+ zVdtZ;mT)fDk=N{m^-KP?rL}!IQbcN?fwvG3=+7QaV{1SOL#$?JbL1-B~p-MQP%o*Ti48Zh*!$Npmg zq(^-J^n=%an>iqo31zM$qihj_ z5US_L@Kp!HB=6k`<;@Tev{(qxC8!0Q7?hCW)9(31=>Eo6@n4go-}�ojv7$s}^0F z+V&f4Xg)VJx7p;NO+x3@-AzMGHWKVaPqiVgy%u57VW$vrR`Fl&_~Dqkm+r1OH)P2Y zaXcwEnGg67wAUCGcMrHMA78aTe_ZhYMl8yb&}&t;z+M*Fp#(-?fzv%3QtEp-c6;hI zep-K3=(@S!lO2eT!tZJqc6S$~7k)Q62J^q@-K>^Kgf1N>tTOoaypQ zwbi!H-tfz=OW&G7#@MA1IkOC0id-tFpS0`49R+c}?b_}IOUl{I&dOzc=mG4!nnSN- zzkQ0|N0WV9q-+nWHx;Tf+^rg!^3{3(C%dAt$<9HqitxyWaDrN28ump<4z65$+|au8 zcT;3~GN!oS5_hK0izzxp*uk$z^;PXX0ch8b zc%OkVGT0DUYtbs*rCF|llLu`wF1U?m)?YY`1l|V%FX)|kt^f+f* z!RH5>kWwDj3|e?so6s$^95E}a8q~0d?l~)ow?U^HcBD_cVoxHh8UV%c#d@8qz+>fn z2$4JaYH<>j8irK@X6^$OVklZl6eBDHf`Bq?iv=zzp7sa{e_gH9z>QmxhqeGIcT@cR zgNJ>YVhG;^v5vYVZ^m{OABKd`Xw|H2hADDc8m`=53^E_Of9S=Qg_X1elKl!?6{($Z zcwF<2s=MDHh`AS&03dCeeG*JLk9^fbnh>==>;K1Wlt;`KzYQ7Yb=#yR45ABmz}PU zuLqf6+kyfArjv1E`bBH8K7CE7qU;p!o_w72SK; zeKknXaz#)M-Kje5oqlkfE6Q3|m?!dmm4Z{iwdfWlz{@;6`}IZXf!Z*tGjsI} ztXARN0(9_NB~a>#Tzzomo-)@L+vb96_x<(^S2*2O7-)}1UEl$MsxXH1C{D{3_0 z{J`shHVCO_F}6Miq@!{dw=nml0}98-s>e;A6AIeu#bRFa?G9O2wNs%% zlYWj?ywu%9eMX;>acoL$mG28Ku@^~Goyy=h;`PiKBhwv?e9a5dEoK=&f_E;fui@GIgH3#D@(jq8$2ayD#R4LMIwj zW|u^9=}hrV5aqAh`GmzjsP6c$Oi2y=^B)Y%DTV_G)Bx?6gJyJ}9sRxTwcb=}#TVfF zT2a>k3`y8agj!fqk6f~KHIlgBWTs4CPrQe}Tq@cZT&Jw3c*N*zqqAOZ-NyS|Xj7eoo5 z1($`-ngNIY|H!34PG=%?5)z4Ga&+dZLlINS&9{KzFo%_5q^XBl0*QA@G-d8whL>kBsFMsSoA` z{mY3azk;fm_lNd;Jy_#M7~0I z)!AQ|o zaZ?tkMMlskxK$9$2-@~J$V@_nX={3=YEv;q04$8fA0_>3V$HT~71@!-o_|sr_25!n zOl|LI-rMOsJ}_8)8TN474t0~jFM>@D8n1A%ju6GS>k8aP-UX z*=YwW?kSI^4h|m_M`+=D%W01-(go$7N-1SE1H$^3c}7);Pbh&oyI3S}*v~HQN5Nd- zHOeZpE_^%3?)>H&o68|e%JUCf@8w{F4C<@Z_jRP)`kp=wwa`|1WoKJ92LaitBgIMa zQQyBSuFV*A+d>^OGD#D*7EWY6&D5cii?kOONzP77F|iCK=AEJDCghN2Q(qOI%l8Wr z>Ckr(!ib>Y>fb$(HEDAN=Vr+2Js(Fau_}P*^)_>;t)S5=Y=TEY(N3lN2q;M567o8e zR80|$`L)A!mf`U*LrZwGsQ}+%4KU9A?;^sz)Dm)DRxk9@vW-1>6Pxk>=x#m?(9x$X z9GMhlKYw**&Ud;oB`T&#*HcMJk}1-@SjLKPgG|q?8@1RtxEh?b1U(_cf3Y58;`&`4 zCk2IpCp3rRGwH5f}4|0 zY}J{qckl@-_1b+MhP7|4tQX3YTArWXSTR9eIGxl4sH`FDLo9L6SUuB{Z1yr`G?$*~ ztfGEl(pjMnBl$KsN&;WitJ_zrt=FX&WdM(r>3`YD34cPmJ6#H+ zX#ID$GN)m7MXz`$DE02*1X_VM??~P?&W!BhZYRDJ6c(Z7DQveRitGzia+a4Gs-7JI*QDDyRWi_#H)LhTFa|wpUWzHHrp2564)~# zWV$mGom(!y1Oe0PauC5oo|nUB%&dBK#g5^QMVYwAHisV3Hxuob?Y|y6C%DTh-vVhW zU9`42hevfq*m&q)ZeZru%3OgxnCkO({GT@0wlMEA|~wJ`N7CJ|36-z5!>HswbE2le(DuUh(Le!~gd5 zvi+QAWLTq-5%6S^nt?WAdzz|+@o{ecn%mh@&pW(YGU8x=YeaujAk4~*ooS|!GSa5Af~aO_*qqywT}HG z9?WUA9S_i2A`jG(sQWq_;ZC6+Ty}}s7^(^{vjMNc;Ow`}h=rouRSorc1gGlnaSX@O zDOW`CT5AtAOfcvAoilg_YhjxRhhG-YduYkGw*8*Z(F)}+7AAZ4`HDG19^LIUwI877 znBK+Lx7EWmo?UG5y0f9jS3&;+l$J`28Pnov`w z*Z5GOf^VF|F17_BJ?@XM9%?q@wUhfc zf9iH>DG@p8**y{iBLhmeKe0d2N6wyaB65lyGx*&smB1VaSLw!G9Z~E6ZqVj^8C%=V z+G=3xP8|^wl&6Pmasi0t>S76jwr(_|`4k)YAwAL_NE;j=@K}&vG_mb$9LL7gO+~+) zV*I-*ZRA1bB$bv6&x>S*=e54kMeCAT$EXYbE@`J$w>_uxW}7JonxfddMh2Ot&r4S1 zU07_Pu>~bWn8iMBjCPj*mK}MLu{#GX-r$=8Qz&Ki|K1L0=RwW|N^@Ti^Bx+Gz2R5k zA1KYq^a}H+ce3zPMLN8j`{>e)>pa__~Q(a8ri zFm%m4@G2J{=XthCk9&1)ciGzl0ywlUfEx=#@X2&cYK!9|oOI4%vFO^#``tF;k>$d5 zC9vFSG+@dQtdJytpWrxlz@Q_+aiwop>(`T%74nguqZ}&_bVNSh)8}|n+1EEvb2GE- z!DqO1%YK4YNV4bOry5d55eP15nUMh+>6C6O`0RrKZaB@CgXAeeuHoNb*JrSfCm30R zU))`;nYTbG9B&k%Im091A|+17p?u_Af}N{1dy3Jw@@fQtsQD&w!JwivVNX6#YuRxM z@%FfF1!p@fO=%+8zp`5;p@nkwz;gM~`3>Vz@z$1E9ld}&w`5!Am$Q{gmkp=)v)4$s^(gV{pez9W?LS( zR~j(aUrG)AQb$mxL=jk-8BzT4sL%yC6^ z_-y)DU*ll2!HY0pq7D2QC1+!D?WE+13Ph_{t+dU&$CFsHkN5>|`fAgfVWSe}09CDM zaCni#r#SW@|Cz%pg}2hX)jt?*VO@-9B%@g0kphh<`ShLaNks}oLJo&(@#F5 zGMXW2%XCMF(@vYpvcJ=BukwdL@OhTdj%yiawJ6fqiQLYxwj=!MbLM6jEqf14a4#~B z+F^~8BrlbJdg<1-sQ9RO`h9HtI-*D07{HpxQS6ByN#5zGw(w_zxRbx=eZ0GA^9?$& zSDr%Sy3ZHq#P2xvFTXhMN5XGhX`VR&BjW@df4&ULfoYkIX_p8(G%ez`2$EST4y6=l z3}BaDp*=3@O%)X@FB(=_UGC(%`M0cUCp+oYP-nm3PRI~-{`SN(hj*vh_(FI;x&~A) zYaw3Do8u^XvHICT{A#zxe0c^h;Xc;&M&>`>rlI!%JY$sZJ<*QAlH5#bZypW-*h0Ry zv*{e@aAu5t${vzYby zOV4pPVszV34%Y*}`wWLrEHoYi#@)Nu;)XZWT-KRqS@L$kP|yn>#_jvM2KP+R<9Yd_ z!2jB~RPFe(M)c41psN>W6Ua0CEag}Hup1A#x!Gq{?bOxd-e?dR;_a||#M9?c)QdB-}gdA+wta9NS(I<)KD{NEE%N5nVn#d~*lNk=An zhfP(O#3wxngy@{`GLE_tr9vl67*E%R3VwjT5IvOtYuPX7|7E3-jKF^bhW;=6Qp#>Q zYyxzfm8NIJop#2;Njm-*`v?>l8yJiT4>aru@Wuoah(oE;a81k>>BQ*0ZrPzzvuIAs zTif`z(f0CmKQzJa$TjgvLw;w|mTj2$Di}M3g7(hgTW$30@f{Rvarbf`qXobB8?g-Cx`cfH3)52rRuXH|BCjXaKe zwc>KkA4^N@+IUXWE@m=AsPCtkdsR9Vu%wgog9^?R{fGt1Yv8wm9~+d#DI zmNteM5b5v0%3T{?nk$;v-O{7NQ-3O3-Ct($;=Nf0=Hye1Y04t|Y}~6m5OAn(L-jco zp_kAWrK%iD<2HSip1SEZC0U}$RCti2HnFx~(6w$RJ^CPvKir|4=?Q$&kctoUhS8#B z`BmNCtpcQS@*6fhr7t!uEv8DXz!Qp#1O=_RRqocQsvvX!v1cULB~(c>up! zI1tli`}WV_Kxpftk0N1opShkJ9=()F<1H$-L^VC}G^!E^yo{&*LH zn;#ASdeS$xs*aEvZikyUWu2BmK(1K1hg~ ziw?%qPK2j@=bQ%~73=<_u5>r!ivsY#y|HkDLYxH|I@q2niZ_8W06B7@z97ZEs17CW zwkgA4y6LPRsLS?Ad1zX>aL$af<-3FsI$RoZ88P3#M43kZE!KG_-TaV@!X6Bc-l2W5ZlDuJb_T`u#2Rue*!8w~k`%ga;jovP^2VZNo&=iFkf zk}B8D=51v?M0jO2)cQVEYXLB}Hc^|SHe(jPo}8D~Ou7U(0uhylZBoE|f)$+3fIcOk=ORKdxR=qBbHht74v^NV<6 zXhyA#^W%NQ{X8Qh`RtcyxG(-4^wS$z0h+$i@$Pt?M(Tt0Bxb&qXQ#u3PQvoD^~n>P zWEA?SC_*434J{KjJuc3G_ZI0z+U?9&U-TrV4Q+nyNHO`{ZhQ|P=c`<3qC=74DTKry zjmjAEXrC(f?PdJRU zGM)XJnCm&EIo63X)rV)GD-$Mjxj`)7jFnzu!Tt0tkB6$o{sJ_L*al98?6d$=V)17k z5EfkMl_OlEhEID5#fv8c3pi!&o-78Q@g{7F3eGk5R@vw~G|EhZt=PM1T}$7#X*U@0 zW?__2Q-E)r^|)EN;2j^0g=oEV81bCMAfo8L$~Rry0fYw@vosYGt*xT8{0F>> zbjIfWAN52}(OCayZzP0lWtBni69wm9c_DODaHP?eDdDk6k} zV)sjs>ixsnc#kcS$yidgEYsK0AME|<0$$jaoxA?yF}QO0CB=T*TV{<8_Fu)QW8wne zRMR1JUso#MH<;+RtA3Y#B-zIfJpg;>?+YX6q&~4An01)uSBApNUnxLm@khhX2TdM< zy>=frb4n97Y&FMp>Wa?SFDKJN_5JpJ-HUXtxBo68QjzZicz6F$q)o)>CUhqtE) zj=&|VTHBh9)kCN4j77g3RL8ngqIg5C6j(VrJ;-+@{b93Bl%tZsq5x_fYa=k zUM%rU<_6~Q-=m3_eA5a`M*FtiQ^t`J8aA$6Q6Cj#^sd^%#vrvalo#&;Pf`Aby zvRz3Bg@>UTzH@*C;&#+l{sK>H!tx(MAx-DIL_cg;qj)@9K(HVG_*j1Jp2>~IN3!8v z<`bihr0`37U1#(A!JvFRQ69jF_M zu$r`qbag9t9BFf#=6?ElB)ztPz>S#p2X3-IT$SI`a?jf3J&xzNKdFP7p^n@2> z8xG?<^zvR~G=uyxg^k8Jh(LVyA;8Lkocoqv|wJOQ%EdWJWb}5$3RGuHp}h%XC?Kqi%w5 z9~%lNHsV}A@(1Ze&nL3!)#GAw*j#7#CPiI|YVmdmIpOb8Pce%;FlzwpV_FMaP7=E;P3iAhIO+!;!@6B)h-{NIG^psp@RVf1zIi6fJhbvZ{NXz0g+X{BCQR_-CRbu* zq^_l{{X|9lyGjXqfn0kJWnThkOtnD|oh5)87$l*RE4ZG&b787&xYx0?CJ859#4d5vpbc8Q>(@L53zQbHR3L`B2QkM;G?HTvqGxbB}BrV?NV=G1_R zT!VVJ%WCM%JjdMQmjfFX1Q?2AGjjTaQ!A#-jC442PCOhbPg9?^`AHs5x+#Tf5)e6= zn-FH#LEQ{B=lwd{v5VcdHt1UTJ1$zSIs!0hn-{(( zs|R1D@IyppV>fGO_u6(B0m*}F-(A4Sm5epXo?Q|@IpgbEBU{D+jHy`PgEn(OE-ZeE z1>t}jOm?*23noJKA7Mq>$lq#$(zO`Pe0&Ui!Q1w!(Pvf}<*1Q8S{B8s;aGXJ#^1I;j{vKkXeO{YHM@6hc zMIIMuy8%XCf;2omNL{9QMR;&$;Y3r0V8M7T8ja?_{gMgxA0TE=eV6}e4iyN;|8l;m z0h%%YnhO6}7~2>ZsEkb%3Hw-WgjRYKItK!e=d&QImKDL!#b0~faSINi8Jl*^8uqvk zJ;~gG8!@TVj2*f#H+lXTcwdW9r_v5pa2UqC`1l_Hus~101!W@4;$)GMIHVB_m5cYm z2gdmF@Ac2az89}}Hr_XfeY$_~i3Q@b2T?DxHH zEYTizJJ~g=u%ET;9+s2@y7}0Kv+E~3uiX7BnuH?$8kT?4OO^x=_TEyv`*r6T@v?Mo zs@=;%-5=cGR$Af{9+EdIzpLbQ{h$N;>3`L|`*jzoc6Q7ch{vTN~vmBd-V2qi1RSBzR_-mcJW zGz&J4)kdQ9pHw?YNlAA5nAsR`PWZ|77nn`ntunhH?l!G4K`}YI9Pv|#)01?n+C*>N$?!L8M=sbAe_vtV)~u* z%&5Ak`cnR0R|k|1_+L>P3NV~Cn{$(c?w!BnPKQn)Bpu60K5SL7wPfDNnYR`_gkRlN z2k$lJ>hgjJqW{wtKkCBBK8kS@$hl+x-h3z!XyYQTpT!FRg#5AJ?G8SCs(x2r83KRg z2m!f8NHuo6t8z8NQiwS~P6r|mJgh4kawpq%VAq37UsviQYFv7k z@LEQ6sa5MdN$z#Aeeqqz8F_aD*EiiPA?*69Q+p4ln@0D0=R%)UK7-2F@7_FjcB;$S zIoa3=kEXqLR(Yj9n|mBPb-wcfJaB*3w|=&i#vH@vAuoL*1SNqR78p(KwZnMKbCd;l zsI4BuG!g(ivXN(U5YNIii6=Q|4FSAfQf9Kf+cLhCbHM&#O9`Q_jBemc3)XnwTgYI4 zxj|D1^i^qREZ7a>&ByuHVw=|+i!U%vHRT}e4DjtKtmFO#VASa ztc`Xc%mnijnTfGewMGflw={p6s`ZRE!RVZ)ei>eJdKT~#g-JAXp-U~*NUSD1Wz=J2 zug;o-vyf%{U_4ac00Apn<}cqa69uk6AB5^xeAp|(`l98A37 z5=<~SCQGbr&B)eWJj$Hma+O3p_@mKKFYioHW-ii3>YP*#fP{@M`{IA-%3q4AjL!Av z&%Q)`#2)r;Umn8;YZFUtWw)f@s(K@9sXCWk+oDnXc_v#gGr+0c^fKbOVNc_RWEWrx zyAq~Y&osF5R_+|Gj*{F}!G&bD+Mc;HJ#l9W8ldMj0O6me7ib_3NgSWiK*HEGQmD^Y z$YHDPP`AxHOW8;uL&kqcnx-^NTdw%=PXt+2-yi}m z@;TxXP61UO2F9__J6-KS{jrxVPeUf?P&%S|VpI3gtsj-d-DRek=vI1m{EF%`j`+UI{wr#fkOjQb&WWnn8K zB(Wm;0)lQwC9l=@4IWczy>D;6tBZ*2y8QrSf$aYHgu)g2g($>fZMQzu}+;$jn)Vv0xiO-lqdD25Oy@>VJ&Fvdqz@ap7 z5{*uQbltjD%9VfRZKtZr4)t|u9>PGDa#XhHJ@RvVuEX(Qe1Z?HwA7i12YFdq!oB3u zV6Q>PcdBw3mAjWN4{mC0R~V?2H*TMv?cXVQ)OK=j1ZDyrou!;EEv4;6^1-rjrryED zwn=wJ0DC1Y1@zw_O$1~u(Dw_vU0w66LZ0FR#z z;LgmTCrt2GRoBDw34CLF#FksLQs#sK*5WOP}#b!orC1OS>tY z4rRLRitx!A$`X__6VD%4Pb$JFrT?iP@kRZ(ka=B$tt^8Pww-lGm@En7V?@^De`X$R z3NlU2H}*iUNqzFbfT}MNm!rv3BOy9s7|jwt^iTj@`RvR5E5`BS@6|8ux|i?bw7az`x?#LBt*?IMSG+L|W;<)L{zkU+)nXZ-uD97y z^FbFVn%|MKE~wozXM(O9E)K9A@|QcS3bw6iZU*%po@BHl?^q-CEHqy)&|DC?Q*$zPS0FA(nf0W^S>nYp za$?qE0Xojx&8{|^MF7@PQkcbk6_;-H5+N^(BD2RW0Lo!zUF>t3yH-O5(fE?jY;DO3 zS~U)Tu!58njyBDT_wXVw(PT?0R_Ko)sv8a`eA z6(Hg*U_o8UVM6%K_ksvb3J)-Fv?rVrU0=)3tgjbfEg;(q8w(sTG?$Fmt#_o_I+PTw zqCa$DA0U%F!H55ltOCvq0^l)T)?6|ZnSuaYY0RLZ8`XQmz}Fkr*nx^Rw+ahfe3NE> zg1KNdwq?q62Kr`Ocl#D_O5ocs5>%g1M$WILo@qo5dhDZbhSvphh<|?P#4@%|A`3>sdn_OX0AAz z|1a^=s&v<~qxlt-G-XTpd}G<1NdqB&&9I~)!$d}c$s}z}Qxdzphaw#>dMJ8k9p6|~ z_jR*y)cQC$YArU-Ywf(6uU*uY&i~t7=P)uD6(y?xFGGcZh%tzcL50i zo}&^3M~u$$79OUt6?|XIv02^r2?Sz%AFD=?S;2;JJhZCn7+O{JqpG-b<^&o@d4AfkZ=A=y1C5$Dy~=_8PTSKr%1%`w;ZCf zO)L6|Z$B_;T6znP{6;xE?TVC-mlNAsLm9|4T@pGNb!LQ~EI2MuhF2Hd^XgKw;qdAv z&rH)!32+Fwyy4a9BBs4MXgPa!X(KzL_iM1tUzQbyIPWC(AE;7tf0dGd2dZ?VJo^m0 zpN>dRQz=kYQ8H2qIz}o%Pa2!wDcVx~J$;~ME4`%E1wOSd@Ow7827U(7#{I<-6%lO6?mtRzNbW8x!Y;&~dGUu{e|HYOez6Zfj+ z+;ntkfyQ)28;4#9#Y9_w3aTTtr4epnGcHyV&kqu}#1^obO7(yWbDemS!de((FY?o& zg(WNZg(k-*^GCSE;r*S>`q1D}$Gj(?`Gu=-%aVx0h)XGG<(TBZ+bFx{hXxoQ4bEJ z_uwE%JtSAz@Y=nBbwD@D$cB}qdks{vRT<)0Q{ayOaMtplGG<^R%7>3{e*f*$uUD%p z%Mogt#%y5T`2hFksV|s#>VwJVMqu!g9H?YEiG%Kevd~s%@rs(MH5Clj_v^dJK_~JD z`Jevo<*KrabBfr1RH1ayzC%q{DHm?K3-Yw4Ro+%N-<5%gVC1Hty^V+7+fzkcg^(mrg3&ntI=uWx4`^u8t~9 z|Gr@bYYwLp>DCo4CZ2J+z0lI$4sF)MH}IUvx*&&Pg*<$pJz}rv@EXNl6hwpY>ZA92 zHW5}M-wQG{{RRl=1C~hR^x?O9U-(UBqEi{@>t67iP#6dO$4{34o=zsBzzc%R&7Y7f zKFgsv3cVPArB8`y*BYC{yY>fkBOU46_o?S)^-1vcQQLh7qeq$nyq-_Op8smup#B|+ z+jD6XI7Meh-u|~R`m^j*Nek|ImW$J$?+oz+%d$Tg2q6_{_+FkY)O3hDwldf@^TF|z znV}%@Q@ENS@=$E`!dW_4bhUc%9}Kfl+6rZEWOH76CMu;VcL#f3;c3 zlH<4$z4uq>C`Ghb1i1S)Q+7|-;Vwt?)NRHGii9LYb5U@aYW=-4kpQ@elGU|b1R#ke z6G*AwAo%3b~T$(@zIK7V@n67f~yBq0x1&-)eQi4*(5Dsp{?c_7MHf2{xHJly>E z`CoS2!GZs=A}fPFRCwl@)z1w6a;`rh7e6@QIYzt^Q!qLfwLm}BZd5p7nzr?L^Jx-qtDOGG~1_0`tnPU3UWD0Y${ zwi*S~Zhve8KVEZ}xm(xUdW+&DUarD;iHr!qJ zhq)K!=QNj@(HRGj>oqd%e>Tjzopq<31c&Ot+w_r&?q$PZ51Q{Y|AL<_iyS`;?z53c z_uI&fje+~^cZq6N>GLK6mut0$)m3qZ&+L|SaP9w@40@c7X{$~0 zE}*_II(aID4JMgr+l#B2)m1LLF#xxnELBkWVB~)!uro2OF<}pmN})sAZKg0hM>#XTR08RTqRgWAbEedM328hiubjP%s z0hG0G8rCGlf151r#KMl49hg%}(Y^;C21ao=#>ES_<0fSps1yLA!ULu9D%N^3&{K2T ze=b4_AcQ+y2b{oVzx8q%OgxJvpK(<_91JxnWU6>L;2twda#HX~bkvg7sqb_bIwcPA zluELZ+?&B^>?CAUjf7|v24-*VMV4Q`n0MW>AfRE_1xj&j? z#?-~X(;XEz4d?C{Ubthp4nry*O?pU8qIBSI<_3itXhO80LF>2eNn{cOpcy19%=xp< zPCiSxe?!YULS&HJYhG-qCAfj5mUxJPzkY_p!7o09nVh=RjXX%8nCd*kU~Pa53#A!! zrkLGPhrK#LSqMFWe*J)MgfAefYATD3@~$nz9c1fh9eCQJT^ko8yf4`0rYWODb)1jsTlUUEpAwXp(gr4&- zdLpXmV|P9Y`e>7TRL5Lx>_Jx>SD@vtr0zen1$V-+_x`E-t8%nSJlOYDM!e$^&V$(T z*%Zy=rL;YAyx4R@^12WhLMM)_0`jG3%Y})!@5D(o2@0c_REjP&1UW6vfXlb(gC99b zfAXeWKSNjXd~cu+*iZ=^R`OA{(~)SDpJG$#junw+N32~2H9(snPS#Jgo&lh-E`f99 zA_wl`Cy0VQK@NUybp#Q5VsdA!?aoVg-@c809;XzY$;^tvB%U^A?E7M#w|)J$_UXEZ zP$({*auJ7y=U5w(zz{&!i+8~H=iN`5f0Pw9gxzM8sV=-6kD1!72f+Ws*6zwkxq7-` z$qXJ)Fog${gbYh&;6bIMD7ToPS~ex5u8)l9_fg~<8_;sTBPVMNXW%e()5Z5xf~BhBMlA_Dh%R~mLvyJp?4bbf4)Hj zCd(+_U%(R%&=d{)@!JBJBu>Nv)4}WxPHqXW)=BI7OVQRO9KRncw#P#N!oZ(yipHW` zwx=RJFC^^Jyp8u&WnJ#pQ`dfs%fp`$gODD4 z<%*8p=x)B4q76h_`y!t(71E%arnv@)=-;&LI~=T|O@%pr$?d;ax=%}7e;82Tu%54v zUmqvY<2}v}{{)HWyfePwogfJ!>Pl~$AW)XY{^+X0SE+lCGFH`w5T}rD)Mfh841(dM z8AEKsHF&`g{Bkw(C^haaJfRHFLN=*uL@9<8c0`J7-dL%7_M@|y<6Op1h?$eAT0zvFUS|bO?SrkEo-C(^2(tqEVS{w0r z#;v{D+8f_E8VyN3q$ElcN-pFml&r)qnUIMSLnxlS784>x=S^UWv9@GN8cYz%DkdZ< zF+vbWqHYGkld35!ra77oNyIGKq(bb~tVn+(4#AWP`o(GxFF03=B9N*{nB!7yLMe+1 zOsFT;Y89V(cJ-~2_s(3>3@M>apvnilfaJ(0pG=D6GsX&u$rtt}33*9kQo`6Z%pjo) z97G#q2)a zMIX%S!_6B{cDiIR`j7MW5s zHw2F#UHXqKOnE#)j<1OX^H zm^I{VDI0wXsd|9)MMjyYNLxhPye|P#HX9fWqGMVtbA$7+Q3|A3+dRo;9B>?|VVZ#* zKAH!>4xOe2ff6$bDIx!>_sC*(*}g?6l(T)Sk<_!r9BH9GSrpWf250)O$92%0Q&KtSNo#^`+bgiHS{SjpA z|Lj>c^omZxW-)n7{kz})z*K+Fop^*R`A!l1#l`2(?=O23eEGaw9ep`Hn^V|)^X7ED zp05_r zJ`FXFIjL{vq~Sr*>vlE+goE@#f2;G_s7;g&n%k+BrKVK}CP^dh7dpa41wGOtXVo#wF zqD(-{?GPV+ZyI8|Wuw}fllNmz-ZgXbyr+fr_Mq|vsMroFJw!rnQz4=zW-s|_Qrgv( zmvQwtn!WXI@=AY+xBIK$b~&@dL^Tz-IS}EoYZYd@sk^KM{)Z|wlnHM4yOX)}VaP4- z=Zg3*NxC({II&np*Niaoo?dI+U^txG*C+GMMd13{u|4gH6*tCq+UaRswn}mnoTQzT zKC#PINfU*2^39-9*rNl;V8ZUAKui;bbjt0}_Uhlza4mn^{l<|eHjaGHjU&eq#LSOd zJPsHA0qfz$G2AM4FqQK}F_Tj}&^`LWv^AT;6Ku4ZO>uj3ExSFMG)8mvPqzh4dcIg0Wy<;sVRTeSWR==HW0o0SMW&9ga`nF zU%j=NI@3Z*E^Y%83odhKz4V}A~488A^Cy^?l)12B5!7buzB9&0Dt;Z@H}nCMV>vuT)k1`eylPj z4w=~{=jvfWuv^H#n+d+r+iv(um2Y4s!tScbOC?j0tFl?Lg#U1!w;OocekVo=qYl`M zk|1b&vpbil@1bYcMkw+9`8d!3_i@k@eH`>m5Hx>JgTsQj0L9$`T;Zi^emX*;N59ou zJT!w+WIVUa4yxT%9}D(DOp{JbX%ZnC#b9ymMX6E8ky+RczRyq`CwAQs5Z|YWgpq-S zULF#5CM37wv3XHN^IR1R0(Qz=qqj#~0vx}X>i0~6|*BZ15c{d2V)c#N+XegEhI zSj>OdJu{kt$Zf1SKmidm+rR((OY`!u6RVwByUhz}cUkSye9Ox|G-;L%T!-X&mAk;8 z+3wPb$X=S{F-9?cHOEPSBAlFw1e=cpc^QfBNpEi>+I5nm0Eb{*f*6fj>%zf*28xat z2)S|i$~iNz*E5HE0Bgc7V(%L40L4zBLJWWHGL(N1%B012s%Fd~2W zx=H!*WL{nO+;`nBuSR^+Ja=Nd<8r~U`^Hd4lwS*2XNIZzz|&Iwp10~|x!DF8kqIS+ zg{eBM+t%SF3SAP0g`1SqRte+$KkQ{Jv3S!3t zW-=1KItE8vjpqMR9I6Z|qB7mXkD2PJVVbY)EdYM73_5N@Jii}KO)gzowp@Rf!*)^1 zVGG#rMl?wuHQM_pbHd92U4fzoicOW9968C?IW)bz#m11VfV-NsRcFP^GL=umV63ug zZH%p;5t7-{j2@~h5a_$<)FGAWo+~?St;wtX(oWhcTje8F8;kAt(>cla<}RdrDg&>6 ze}taHsPI41P+t~>8nof1f;@jqrOhrWi-ErqC^w7}^zLh+olEWgyi{V}smwZ)N`6w_ zd@{=3efSC-q5Dbqa?A!nxZ z90I(n?fL)~P4-zy(#AD*+AfSJqi3{k7{%-3(|X!hsbZ|%AdH&N1Egi!!O|Fsp$Y#8FHsw!P0SV8dg9*5Y> z2Mc+}!Z1dR1m42Wf8??hZdw-zMo|O;Hx2e8J=lLh1xgX80Sq`|l(g`M{dr&KVUSEI z#vE3FURKY~b7MM5rc1B5oY8Rll-FRfl`t~!Q_s0@c!;AHhyM?JJK|A>IFI`ty_*q= z%}FD!h53weKffxA-7%y=pBTj;nv)PEEVu;gb>)qCkSj3*&7SfG9+1d|@%#cnudN_2 zM{IxO9FgE08!_a5Ya<%QZUV8(lJjDh#HYt@lX#N^@xb5~poF_aZu0Ll5>A`=GH@6y zw#(M==9%q8mZx5(r4p$LmSgac0HZh|NANl1DA10hm@*i|D524tV?p_Auwe7&8Pqbd zI}Z-V5hn3vaKw;){7g84)8R;71IM;@8&`h|`&@4eoo@;!-KZ*+buAq>3!h^afMFJR z9gLyz+Z!6cF!Vj`90`JmqcEgzRWm5i2^O&P@WQ9}J6li30^=7Yg|_`+U?O8Eh=WTj z|MMzOS04AY*k&G2K;H#Uy^(2tk1_S$>L%b2As(U_8rK<_L*^8p4p4XsA%G_h<4b>< z)Ke3cYJXt4T|amr2!h}^-X`s4ujrC@D`$HKJ<$|Bhm>)inu_Kf#m!s8HC9mHENf3)~!!0=c(Xu9i)ZTo-GCpxhE z4DJt}>>Wm;tXw+QvhddvqvGyG!FUsp7&!>iSX*Hzr_{gw_irMk7YdxuP25p@pK zvi|QFr=;F?;;+tu=!>?#9pNJHZNsO^9QF(cN5Rxq*Sx6hYm+7L^n`y3hBg-><~xG< z+O`0Av64#_^F_M+18?Gwp9PEIHL!4D?;p9W+m(SjMP=oZu9JwOC!jH7Iw5yVlCa!lp(W8b5XalrK+|YJA@1S<9-KG zW`kAxz&7HvnvccikqQQugS{M^D>Il5_goSLfEPzelGxP@_kSq=dUy3Vy43;;mjM+J z6qk$%4-^A8G&Gk1cmXMYwN*=R)G!df_g91y$sw-o*m)d5YLO6dKr4aNa_}bJUDK?+ zvYoc@>+vhy2coK4df9d6`OP<;G0fH(%s!mKlmGXNv-8UaXC3HjTxW|_hHwX3LbC=E zfGQ^%va9?W3_rH;lfz4WmYH|zfG?>mq&@SvcjMvI4dy*1nu$BW3#K0k~YT>b|pe3Y-7N$TeDrfsg7LtAcU%r!CXZY1z_eh?kw*zj8kUlXEeAzO>L&lJ20k9bFfn8zJt#)@ zOHI}n=ioacK}Tuo@o2f8yKF|W-q`V1QPUj!qg^MA{kL|Z*KOCOxGxaRL!}sb8Zn0X zvT#4sI?8%B86nqE(`#ln+(gYaq%fM=sFlh_O@QwN-wFbMb0G&6E`@pHJdmdz<-^3I zNthDnvSdR_!Nz_X=P~iYR#7o!xJ zn^$u)jW*e<GWiTrRNVzv18hbnM}#;U4a}rePdp? z#m4HXx07aL%>0{cm8fAdK}K&2O7kS$Y1MO+mV&=)0~_Aoc&u}Q4{mJh*Z1(c_$M>p zPo>kzsNF`mp7-uLh6B=+K2|FYC;K_*#rr>Od~y1vRO=_kCK zgg#B@94Ivd)<7g0IQ0gpc8q@)4aBS_0mcPuib;Y+sbM}z1~_9HX_CO41(LRbC^Muk zHiHe)0vm*K!&u5CP+=Q`$y6%aTS#UGBWngVVGxRi6?DT))W=Q>cyJxDU|TQW(j;SjFW*{FvC zk{T+0Ld|GZM2^`)%mq@ls0#&=ZXvZqQFw(2;cZqONR5$1L;jJb6i zXQ--(v#8*0qbbBt+OmJKRE$jo2XCRdYX{%J_Ra${96*3!yYa2b49(E4G!X}WOcT8dU&)5g3bLRj6WT2HjA@m z;O*nL7n|?)Hiw%_h#t-7vmfTx@^B!GKpVVto1TbYbiMxfo#2aa-SWyAPlv0j~@9WB<|LNks1 zxOjbh_+)hv_7etj&ynGKQ;Mx0V7B#yU+~|MYv=)C;`YhDA(q`PnXw&pCo;c0$ z)E>@L{~|eb8&UVCLvPZ-{9rm*Txl}{?prYBn0o#QxKOM(2TJGI)C(>et(5z~%#jgV z7dUr`2#F6{a>P;W1hd41Q_cm(Nf0wR$ou$jr}AX>p#sxv{+UPclp&FJK!(+D(l(b}#rQsZgr zwo<-)L{HSDKd`K|nX*Cw%HKp^@>&yu+lvp3ZY`2mb5R6$zEsVC3E^!%Y)1Xg zN=|S|sNdoQ3q`xn_`qPU&zGv3U~M&aang(~K1zRg(u`|BY}rX2u8dLGhm|U^HYd%v z*+o{b<|IfXC(VrisW{2NT@}ZNlMGyYV{gs`#qBR@cCtZQqTN|PVX=CzBz=lbOZa9< zlJww`bX7%Noz`{mM=R0{`1Xo42S#?J(tTiD{*fK*1mnM|IKhPNJ$q8mfVE?LlamcC z=nj8tbAko?Tbyj*h98|=NWtzVFIdnVR`r1yZM8Nh7YsAHIx~YAiJhHXkab#>oM7v; zL_XWK{k^(y?Ls>4X8QpOqIy@suJVl<#Gk3``eFIX4dqr%7pjKn2^KxWOep> zaW-jB2jlnS^YJMjDA0i!bOcuvox0+bQk;KQ_UQ#TjmQbl4c$ipZ14Ql1}euNj+bx7 z$2&XI0^{SO&GBkE?u|dccy7P1{@QF#zZu83Z{Nl>cwfiWMLax;=WoV;*309+Va0k} zA1{`NasOeerdHKTzCfz}jM+?QQ13 zoFX}i!~TqAwzZi9-(KCzU8?&GIF*70V$Uw8x=bOqA0gu8x;uze{GSw$8VMipM3d#H$*y(b`{cSb#oxRjPwTE!~Vhh zH#>()`ut`jEuJhR>XqftO=MUe>#-ODUSL% z`>vl~mKVIi)^xFV{%LP_fbw&$PUGp(TYoR}G;gqb?S44=^x<@g_A?osaEx;7wIS-l zm6SKw-7XGJKJV`iP=3zSqYE+CV!cR^{4&}D8{p~9x7&x=*3SJeAt@#Q^ycTSNX@yt zQE+hg^}+p%VpDV+wWiAge@pFOZoDf8_t5@r*W$l70#WzZ^Ltbw+lW1q1HB4u555^v z2w?i4sL=N5B4itB*PRGuf>E+2R9^%|h{;CUvv}QXl}>C!xhYf|;d(u1`idezP`^RU zD!>%0ASnW5Q=HXZfNCd@3CwFj;9) za~4IRa+m^@jd}(}$Vsir=D^JA+g$PlD758-<~MAQ93t2{z@#j&1>Y3P{Dy1@tnR8e zW{p5WolGr@4WYmtZ6dK=_P0W|M;gW$*UZ2^ z6qo}+*J*?}7t}nkFhb5#pv-|#6d?umWYP*HX4<2aCO{=!Ot3Lo5+pQ%)ZnB|h6p$X zsOvb24>yxrK3;;3?{_&Dm(X}(DDtlMh0yaA=wBU z_?r7wABwy}*_SUO6&8Q$Pj9Ud=E4*QvSqaO&e3)g5fq$tD~n81tYRyr^*7E&DB3oQ zpisrqqO7?K_n`_Hf*DgRGWwf^2xyPiEVrc(MVeiOP2b!+?a4rYCc!&dq@nPOYHY+28Ft*w8t#6Fa*8Aih-Z$dJ`Eax}{ z$`%jX;;}<9SU)3z+F631099=96e}A=TTT%S(+Wv}l^GaDpwdd8K#wW(E@HKLEOswt zy+N=oxA|nQy>?450V&wt)_i5BS5;saNp_=TH&m3<6fDczU>$4FuY%fd^4i0-oejh4 zhHC_?`HX+BJ#}jCG#~Nl;ZWP;RCFY-zK|WmLc8W5y?<>!`qN{;yh*o)dG+P_7*?@8 z)q{1WR?+mHqy0p%ZCqBjcYUn1)Cs9VJ5Dzr6}Ey^0knmKt1I>x7J1ubqE+fVuif*? zY83)jcF3VTkHyxY*gYKBIjQ+(afRj>dS>+QEA3SVeSVQSzfYPU>*uGdd6PQ^R>BCD zrj%_I^C~nN15X_VVDpC7^~tZt?{`1y)aK_Yr?(RI=P5__C6aoZcs}>;@%ybj*Z%#r zh9&^vh7uIF!zC5_CV#=MB)e_h&sWqkH$bjMQKBTk z@XDJYK^Dm}@M7#tUIxgso#%P~A0Ae#s@NrV8+W5iO2wliN;;}im&|2LTgfb2PK-j^ zxS6GImCZ7?mS8Dq>mn%7M#+37Z$x9D#2fMMEgMzNU$j&=lHDsCbtxz{4V2B+w@kxY zj7vT@zL+6U?Ol)iDVh*9<5 zlu=K#FA4@F{g*5HfyY-u3(gsG|{}<))*-8BghHYo!5I zr>zO2tv`CD72n!aJ7S7pM_G}dhJ%PZ@m@7Q0n@y@t6Kh6(D~) zwn!788BL4T=o(#%O@LcdgOWZ$M?n)zF?I|{((EEeV(4INQBp-w^Gp2$MNKfxq5egS z8Z9GdwW!fFyAp~TEgLXS8cjnM6g3(ncMFq7fZz1)D=|j-ht#KkR?_@|%DC{`2=AcXYnNAHMwVcdje{{r#t3fBE*Qpp?|Hhj`dB zx>mch0ZP?GmtRj69e)XYeQbwqRA*CWbme(K`s>%9?C~v+t3d~dQqRtWL8B0&Mn5aw zAU-@~gVNk%F|wK^&ITr_Cub{W^KB~zKlyrMw*CzBL~vG&U^Yw7;vU;A&m3zBIhNV6 zgj`Yl&Scrnj^91eOASz-WNO6#`cIvW#%1C-feFdMke?v6UIY@n zNpT5Rz?)Q;a0R@HUs?-zljiGzH}OMWjfe}<0>N1^f(hPK>AJ^)x7J)dI=P7|*=#;Ki0giN5)jwf+dy3R%aeeKzR##TOgT462{%araov+CAg(uW191?M z7h3~yehqI%-0;=F#7MzXBRiPO`U z4-bKx$n~a+*&OK|iZ%K5zeBMmZfltR+$4LrNp=X_F)1Pj)ZFB$Q%S)^G!2s z-6fa*Q57i*X?2G=&i!XZo22%aGg1{ff2BZ%(C6$n%?zQ>xv#~BAvh}rFmW!(Zgeuv z1)SZknQ<;)c2g%q8Z)~L$WVQH{Ps35!NEF|k2M|jB9PUd;06f09CP!Cn%R6k@WyU~ z%$Rmu-1!VzopKGRq(f|kQavLB^`VY7^o~pRHqcf)MG)C~%yyXyna@RhTRWofe**fB zGN+GA#R#UI=(`VPM|8JbFIEDh^ubX%8>b*RO@Zr5S$ewm>{kWmq={Hc`|V-U~#(mupiM4S%17kl8Ha+ltxTG=t7(i88aCD`sgSOb{nd ze&u4s`IR2Wg6tEx8gcIQkgE|l9P(;Rj9`|RLu{a8fD-2dU3UCqi`jg55Z9bs&d}Lv zb6E(X&&}@>5c+Bh$gKQvsTjc=_6P?F=Ys51TE@A6o70jRGFxrFDTr&uw>2h;1R^L8 zv4M&KN-^Tx>xe8yT=kHQxay|97;)n38FAw4852=vmm5?SGJkjXJ}u)|z};`oz2)z1;f1*ViWqqeWqX&`orzGY(jtVdcgVo0Knk~ z0Jd|%DAz%QOd)m)GjtN+`|rgBmB#KI50#`Q2OB%9E`K2b!js5o-at_iJ2?b_q9!+} zSVg>0hCZU=-m)t^pNbGiRDySwe9V^;4Kjoj6{mP0OQ^VM4qZe=t|JUtM5SGsf-0io zIto#wruC{*j?pdA;6gxAbrKPJgsRIx=pm{u*%XS;G>9RpkLiLb;1r51?@~%gM5Hg5{lSWV#G~AZ~s2UpXPykVrlgmzM8Z}+J1?p1p zQh%o(N-$y$>L(|c?$8oB`?d)UKzC+%(w_Ae+ z`lmXKhn65>fwM22Y*o@;sS5W4=hKCV0d9r9qmDPFu4({6K)|Yb1A%E2N zajh95RTk#nHcevU$lL6*^%F{ax$wlQ9rk7yfBoZu#x7^22rSmer`mVGSHB6>dz6GQ z$CWMbLAFdurM(4ITtBogJjh^!%ivNR%3#Hv;vJx9ahn3gr3H%50Bv#C;_eieV#T2? zR%D>)lmdm~PLc8r|Np)3zWcqm)?4rU*k@%9zwGSfoFqHR&PlQ^OBlZ-i_@N>lI@av z?Q|D&gxs>LZLrC9j=2C7@g+KdQ@R}*YmFcBpKmxVtNz4mHoE=N8dos;HIB-RbyMgY zJV03H`345%W-9KqU$Ef`)97}Cuc;`uu%-8?&WdT*uCeH4tPuvrr{+}L!?OK$|93SX z9JhOMyA6z(%xElqs#jE9I%$Qz9t7s`iJgl=c3W!scjxu4`{F`OWtn$sJGV50nTk8x z9sQ0LMI2r`q>)*GeL8-$I9Ur2?dOo0!54o|*}N9oR)JrBly6wUvjBGFniw7JCT$w~ z&F`<&$oK@s88LMz&w-gb49zUPpiE{Z?x*c$*WVq;#)xGbJTeNOg2K12&^PT?u_=x> zHw|hxp3W!jNf}UCW?S`Eg`|VzD3 I|)dO%I(Kmo>d0H7nbYV z@m^35Jj2@?AFq6Cv1HO*2j%YcnAb`%l69JJW?bmpPp}v<_H=8--yb-Cdi_C{n)tfS z^B@7TyR_IB!gv?_>NoA`t1KhN2F3y%OYATM7840xgK0ZfzuAUpM*O9gP^#?$dJC7@ zQlvyFvSy>9=xOuhGPs~otLu~;-X8MdVlp;7o}s;WE8@A)ZkprlSpYL~Z+40P`+)*v;PATu&ne~vtx)amx*%^aAkp_z0$6E-TF(#g1<$;fURt(2kcdp*Zi=h>u*`0$L(_@>tB)XQWh7b%8J7-VodVd9|QKZ&Eh(* z$7)8L^Kkpy&Pxu*M9^!(Pk2|SJs0gNuu*>S2ds&6-CB^|uRmvF*3oPM?8gm3AN}Tz zPEt;muC#{JH%zJ6;1@6ceL2kX#)OLV@kW@z=RDui^b2JzGmhHt_Kt93K)7xJ5=Q=u zceBECmYrk)m3GvO&Uk(MGI5ixt(T$v#;{E$|Gf(a$nn0sj_>ldPtf!8r5o2@7mYZ; zpj8qE5!Tw}@0RDTyVJS2DwZ94x@@(}*E9$IE7Xqif8n`~^5>lp{g%I%SHpM9@YMjm zkdDtQv!ki5;@^ektZMf-J0xYOP;L#;{TGX>P#U#ltg}yncLFsQn-iD>vfarJA@&a@ zFemz4;g`2oe@~y@9sS%9kQW(}zq>qdybU~)#FMqWP8}YPdYtuE4n#3>%Xs~>_h*D> z7n$($$v1E<3NbD8W80W!NT?%)cApJfb_Vy#!8B(?bf=YbxPtuF+E&woW!gs3-#PU_ zRCCKu(CBZO?_Vj@_P^4cQ@l}2r2d)6<&<0QSGf6^=_!NxoX{l=iFr=vAPPT?%Q(0A zh|tRZ^6?JM9vWR~ALOQRd2judy+(8D%Yf%6xZI_$AhVFK5R+XYKZSQr`3`%HHbd$^ zGSUWpXCm9RXS@qPBzH-9F2Rx4zK23gRof3JnlvYc6~D4SvA@$2pCL?@#Ef1tHm z46d^4Z{vS(H_*h1>9$6;Yt6VO&2h%HFdefFd!*F=2l{j-s6lp)E3TXASUB!Sd30*= z)5)OFeG0F<^)vjUTD8t&AqGQmzYyn^kYYT(zvl7KfDls2a)TyL>fqUp{1}gLI+;Ha zMY_HPl|;IyH#Tp2Gx`p`KK{o(ZM}dnkxGw-RRFdtAExu|l$C&y5!4@U2#?b3OWJ=6 z9zXp>L%u>B9)nj@$C@ee{KuQ5(pra39VY{Gvv^*DS-9vxRmu;2W1fOt9i&r%Di-vy zpIpxuJSv8>FTyqnyEZwKPtKK*jmNSzM30^2XMW;1=x7tT27W@qc?xO{b|fK9uVg{g z8^AE($KkzmCT=TI=N{S#GyMb;yz`bo#V5q6MJ%qPyO+Mta* zRAzXaM*jG0t-m@@-)fGrHt!BuveT#9N?Jtt^2p}=cq0fjCd-^g@g}5>l(_E&Bor3D zA@BMng~XV^5@=ZhXF=p|dHV62THOuL3heMxm3_*6m2UI95K(+$mhI)ep!M%}w#yrNc9{<9jeozsKv-@o@tbqpMG zJXK%Np`!W6O=w-%=?m8<5U- zxT_hoBnoC|k|vx8>EEu#UEO-kl=7Vz*Xf?Ze@J??C0yip>`n4FG7`@)-P8053V!$p zGWQzH{)j|^#NnRefB0Fyxrs|QIIIhHBI{weC&3OtOv0*X_Zczqdm$hxE}GN``7v2H zTcyt@n#C-L#f#qiE3>GfiS3;TOnvyXPf^33#X0q5W%Ow3+g(;$Y7Jn)13Xy6&czq~ z0;a1$*wqL-HtmBEb+~^70E3ew?8=f_)}Rhh&BEP+{1wM5<_ zY}wf9(N@{ds_c#KEI0FraL@Ouc=PIy9%qtGxda9TiFbe6l!3>*dfK%~ia|-MIwJV^ z9hq><=ya{*QygkqYt~*od{uS9$DxUlR`?%A^<(%V$gJN0*sy6H^o%T&<-u0H5=}31 z<~UgsNJHM>u`9DYz;vVwxu_j;$MiYP>50&Nc`ljp`6_wlSfhUe*Ye#Rzx!*Al-kM< zrtb1%UmoSk<*^ULUz}IpJYTKZ8N00YwD=R?owIN>Jbc(?b?npeWFybDZ+pYayIo_< zBw4PM)0JO8AkaK_X3x!HS$Mr+AF1IrCMPtAv0nZC!+ClI*-7i!ws049$E@043B9+8 z3|G-6f2O-T7Q{|eB>8?#oZJq+$fc_?(yEk_J1_lhv@)}tYTvdtM0akLQnr0=zgWE> zIY*I#ph=>czvB>-%SuFl*p^u=LxJ0rdDHoh0+t16) zEa>1YnZqPa^n2V-!tw0vf%go^JnI=ioFIprTo5Efj{Ntc6L|4|JusFz0PLa z*$rwLrYOHz*@=XBA+#qq&V1oFOeelDrrI(N$%C_jE{Xv{->iDmgn6MTNRQgCV0{tg zEsMggNWEuN4U76NU%gP2D~s|jalLNT9?S08<>q2UtWFGqyPjwuPA4WrqJDXRSbrCg zGjL8St*pz{7&=b|!{zY_OC3;+AkyE(sEXLmAki@=LW(@MWBf`w*bL84H_o1C8T7W6 z6=GZsj-u~Tg%Q_dL}m5Z!_*@8irRoK9AZkA*Wx#zn`*9V(A z2K`K|EvXsWiW-uStKsqU&!V1eaSLrIl?l)eMOIjd>8Gde{TxsSJ32<#wv}dVMRiZ_$1U^M1@MOW!e;6nCnF;%X(E{ zSOdjh2-}o*S?Ucb1;QQXtpPJW-KWKstRuG_rj_xVsmP90FOt;0g~ z09-OMXn9N)P5!f;&$B)qb702WCdz!bgr)v$psf^&z9SXVpeQV-vVkS38a7RH3t7x7 zMoHyM2x$~8!(XYEXv3to0V<|NO`-FALX30}6H|>{DIsQ+1|6qTuE|5PX~)FgDLPm% z%reUM(+rePRZ}ZevgB;Qi-{@9*l0mL=0vcWXDCgK;-|eW2{$aj@nOCGz=&Gp!;*DU zHXfgNRwENf+432@Ig0Uoi&)i9>82V0&GV}vWDaQoT?5DNOL)9W4WLp%W zAv%t81kFl18XAl4YMy$sOQ6DkJ|zT`vj6ZN{kFCxgxr{XB3Y>ecocWpg+8?2V{l3# zw|t*OG`KAy)XY5RbRUVzE^j^PKHgsu+m~(Q&^{o{9OM&M=rg(W%40-HGi$qFfXqzI zC9074hCrxOJg8XvimrZdKwIA+%z|r3#YM_o^jr(3G@z|(Q0PVhC7rI|{ro!8f;}yt zTXCPPg6k3#1_J`ge@`d(F}r7Y+zQOltO0g z2#w-@>R*hzJblqT&f@`er}Mr7YHD&xJQl(%93Uo@ek_EuHo!h*6UCUHOtTu{69J=k zu-tX^YLl*YV)h)B)Pf9v4%m>#+g zibNL_#@WdZYItO3xWzpAPCMDjzKClUai%8&8Yi1R;#vNsctW{wqUu64=;)D{!7o)I zjKxp(GkWluZYSXfQvLCg?}n3|^Zi1SACuPLd~Mn>cdS}bD}b?nycd@OQ_pldfo>GZ z@TqI!HmIg}k#^Lpe7}0MDIndxU1UEDcihtdbO>K}CQ499G_KO2Z0u>YjEpj$x-Kr9lB?96 zdaoPHi#&@RoIelD9HTUu5zis6LFZX1`!)AD!f>E(z{~VL%Wme-RnS>cKxmnAhJB~U zAJ)#}%YC0?q7R4DW=ijM=5?fO{y#cXeOGSKwda9P%DimUVlOdlIATn97fU))i@XEs zNjxc6=40VjV0CWkR2l|A`S_^F9UiSdzNpN~eB>?Yw6+Q46aMXJ6 zBnXBSI{cD8!KXChL-8Wmlu~d(ueq79C{Pj-8008+2_R>$qX&*=NF$0tf`lL8=s`A$ zfTD!kFh7JkTZ7GU#e1|oKub7Ml^xc^OIR1ZSO`K5SzN_;?85AygOhf-K6^C~9n!Gz zC=QLC{7zmd9F$@1&M)yn@M>hTN0Mp8s1IS7vVUWRM}jq))C*O}AxRF2%F*oi*#Af9 zhy@++li!MuM%i0ljivuds49E-=*b6pJ-Zn7H63!Rq^4I%KH4y4a<(KIc;Y|=yDGa7 z>pyAw7yG}5$~_0UvP^=WYW)fUn^xK=YfbdG$<72ubQ63td14McL5a12#2Ul^rrdIX zi(ZYB8;@twgQccDGI?Vf7=%AO3N*MGP&=Jpil>Y~$wYc`bga0?2 z{{>B!y^|9?ttfa(6y#K{r<6y>I-5}Xj!-nP;_c|kz)vYFfOtx=0>lQ}kOZ|5MB$~fIvXJ}BbN~-oyn^XbN55|5 z>Zo1Bb}j>4I~dVeHwpak@>MW(JPkvf0hcV`JWNp#n;2o^LCSzR+#|6iz7y+k5#Gy9 zgEicXp8zQ9(eR*O!d4s0mUNZI=j@>s1dfNkLdmoNN_$lVvG_y2q6pduK7^QfFfIXJ z_gDzx?uT5XFnVHNN<&*muNEcp8xR6^$GSu5=M}{-4VJZXxyfCjYc1a_jow0 zfhjxr_L#FVtJZ)@mYpkhqsG3KIS1D?<#Vt}d@tG|`Sdzu*_xy${iVD@o-jd*#%sS% z-(TewS=cDkvcbR5=nh33#f$cuUZ;k_%@+jtsf8V7%r{*9l9Bs^yiwHn39MgVy!9W@saN@1_cZ^#;oZ*dVK1z$|-C~bS?(@PdG`OKxc1G zvCiOxfHSy1A?BHLIooq=2Eha8hJ{^0hsvpE7X4E+5*Vsu*F)~*QMSgzQyTgF5gH1^ z{eoQt{a)gPT%*_Lj;@|K*|?_ygio>jsorg?(sUDU$01Mn3wycELgH zy=|!7)bzSz23HJN@r4t{)L=s zr%9v`WDO^i#Qyw4(G9eP<(uGaswZ9AQ7=I-tfU-l#R_$ie_M1_sO`Bzk3YN zI(yaa^nl?DBcLsjz6pHr#IQG=A;;)rKaxB+8FuQop({fOT~m7tV| z_LmI&`~ymC_40RlUu<@JhCM*}7DnqT#jiH{bl*ur)ZeL@E;(@#R(C0th=l{ZNw=E~D?2y>;0y6wp_soM^e1hPN znKpl}yaPCCG_!|`;ryoxQQ3qc723Z2XFCo-lOI;rf#ntA&Efzt8fvCpmRerUXPi`; z(W2JAa8gjy5$_UTcE%uaCNDGjjkQy=@%OqZoyeLZ-?=mZl&@48K%Y-v8UUBhKPd^I zo+mmF%RwF=YV6sO%!96a)zi%Cc*DY&Z~)49Ti(yKN(~4P^wq_Bn9gI=3nn%tzQicqBc;m2=h(Q3unRC zO1z|GDmJazcx9z4>rGS{Pr|16`@2#|%GJqM1~l=+V9E6F(Whn=5|sEnxrR3Wx=b_D zwEIlVu(yg*Lp$+gM%DRGE}eAq`>{zOm2>^m=8{P+m0-AjvGj&9^vtg^hQ2~}iRtpT zMFCWT1E?&rUC^5L%myM!;R=()C*gX44avra||Fx-A0)JsK=e~1W`(V zXYtLR%RxVP6H-3w!SS3H{M=5CZVytzO)(}auwYM4Y)jtSSft&i&IiVNlB1yIC&pYk% zhG0!kCL$LnYkjONy7`%&Qk+eZ8Lm+xcu7I7^*#sD8M-5^)YUydqhlrTQuOpA<0ifL zsp9X$<)N}81_{L-v6;kZbt3Oom^M}k-B?lH?zH`qEgcOK^=_)C0EbxAqdY{3h{4Gt zz=1Hs-CiTBzyQs+WO#pVP167!kTkge#408lm)rnhV8$Y*Q=eAPIDl^&?xjd;VL|E2 z##$#UXv9QGD?-$Xl%4XQVp-8mZwCCxtIQpzPNZAXp<4>4b2_iu3>fq={HFFB?j+ns ziESEUL$u`JQRc{^6=nuSi#fR&I01BP)3uIWEY$GQIbitz?sHGVmY0=7GJXxG3dhWNxC$h9gRJXqk5AK-q<>21O zBmnQ9%z)?C*o2w2$2_i8#J6E6(wh2M4ylb_ahUCEzc>Mm@WWSJfaU#HTo^ffucTPo z$A4|<=h2I28$#kW8U31msql-R0`>KhNE@Dg4~GY>IfhZlg5P~t zH01mx{SwCOUIq=tcTvz;XWiwxZ>q&SiuMus`x*_7q4fkut(v~&7pXD ziU|b52BgKIaNg8}KS~&ekr=e!fFr>r{Wm#=HG|nt#1&G%I3d8PhMQI=Aj5C9jNu%7 z71kO+D6g?zZxT9e3m~REp(d(DA(LSH!)Ycwy6AQfz-@?@8+tF7B{dkqk*bK`ph5>z z2C|_yA}Ze%zuVW{i}z%rI{Ue`L^H1Y?UD#iG~bgH_0G{+LnVxV96r^k`vmq!8E$P z5m7Od<#@E7%Qw?O3+Hk|S6|7mcpArUtk!<{dvN2Jj>>;3W({M0cY}C9qEv$jAy#sQ zBYqGm?I9G2l*oE6MyGtzqyTK-ckMj{lSI!#nd%6tah!WNNyYD?<*G@nK>ocrb!09W zX1!vQxMErI-zy*tby&NY9lcC-)Td!+6-k3pWK9?oR)nI-01Wpk)=l5kUbo9VXTBeQ zU^6I3+U);+;&;G(sWgFlD%3Qf0AiUoiU0HI zFD@Ndk)og_i10>PCDsN%^KQGgGJ?=VX2gjFL~JJ-2n05;OVSJ7U2GbdJck=6JcuSV zu^l=07+&{iT$kxsxS9B%W4BDJ{?dnWp74-mv2*_Jc}`_Du0x_qG~aJK@%MM1hMK_8 zhJ{{j1lS~IWMA;^K>h=7hhz}t7^`~PjXf?vV?1eL*Aj#+SMgIU(MNrW zX*C(aHe_XY#PYSgiZ9fb);SfO5L4T4tkGbTrjg2=#0LT2FuT-F6JI;LXeNFAjxVgV z;e>GM2!IusKA5^40G^jCp@Q^~VCGX{Lk`O>np+r^6-F?NR(1IZ;V^}tX@y`3*-|Rc zd{5{I>6}B!tisR4c8JHvVt<;%w$Dj89IgPms3v>|z!W&&Mr{!g7P}V1A9aB-L^=2x zLzR3Gw?_)JWL2XvkDQ%s=FgE<53pE`8mQ|ig*COdyqo?$C;IW+gE$-zsF@$#S01x@K9L>x0^mvJV! zVg@|%1Z9;v+ayOGK1CPt&fbwoetN!PlW2qMRb{x6 zV=QFa8r~o@*-3S?DQg-Hc2s`i+&16VjAK~Ok_26nWUQ9^p{8_Riv`m zlPw6}TG_wP^!dcxhj9!-=uaqJ$&?Ym4eb+4@3^Ec4|s%Zze2R2x!sEWRMS-7Rgz1& z*Oelv1|yRvfv1t6?0}ZnIUMf;0IH1 z5gf=R@s-!F>O&K9yVcpujm=QA`Xzlup-O6i1{F!Aug+i?uVn4ZujNT6=-;GPUY@F{ zfmto2|BmBc3Yx{Sa!Kd@qS4(5tvS|eXiCRgONWQ*MjF1fWNbpF@0}XMcdl<2KqfUW z>y0#Ay=$B0?$k_syNaU(4Bfa54Jv;7Nz3bk+vuwB^fun<$--*f;WGnhiFkVGsF@6o z@}E4b8qraC$NQ&-sTC>Esg#xT!(%oHPfsO*SJ>cV*!}g{@2s#{?rbZpE!M!ZJc`4R zuL7n)1+8qn>D29l(<85zL(|Y+-l!$j%5uHgp9XGBhJOmJp7J2GM4ohk_@G zM@`|UJT-?H@_2}6q}Z+sjJ~&g-eGmkfBRIe< zvvyOG6-ThBVDqr5lPN~w>9HRT`hdER#}@bqJ&GdeRhGDuwqfBws}qvS(Enhoje3aT zMtQa;+(RBI@Sz^{JgFdpLxqp0(7;nxA%XP|#H|4(EnnzwtT&Lvnnqb){EsipxSoVX z9gdD`-mAZxpf#?P-Wpwz)DKpN?#gl4NuG%)58;ZHM+@D zPF>SQ7^yT^$+-1$!3)r>@;|agS!oTU${fiVF_&#kJINt#E2lI z&;GY?62z@SxEQu-Z(Z}U?=wTHrw1j&y}=F@a+`D>NT3WqSm zwYj-6`xPNq0IfYi9>WWACtRkU)T1E*fbipn^^oSEw^kc_PSY}1>t~1Oh_~QeT|&sQ zR#x`~2NhO6RsK_^pyRD%wZ_2th1?u{S%xn^b(nUJJ?rSaOcy6w%L!g?)bqq^`MG>~ zuFsTp+?Htd{K2ZKp(TivCtlr8`3oCdk16rkKfCVxV+%*a70edQe6@U`sM*BHc0>MKc$)n6QXpOULDgU z4oAqSt{-tsKneY9M|Ng`E?<}%Cv7#P2b*v3J;?K)z%6SZI4QIbxu|Bq~3t6|dl$-?Y^nQq}eAw*#R zopeLL|J8s?gVO;y-G8+3^`G8VkTqZzH_RH30TA9}<3Y&Kq{Cm^#el(PO&Jq{E(zH{ z3h>nczoFcJvp#!;^KG+Dgn<+UinALhU;I_*$h>br+pzh=9-??Bogwf>1hp1SobU8? z{CM_-F{~BfUOTW4STTvzpj$DBT>eFsCYH7dF<2O~r|ktC6xx~s-1BWGx%vaRXbnDN z*L2C3e7Q`*H`&7d^o$HDY@F1aM3`n<#~#K)JC)-|cf=gW%Vv(_D6F2WnE9^<2Q9-F z7XVFSZ_=m~=oTJmBCU`>7-~y;9|Zd|i#m>?FkX^k!l<@s_6;&oN{LtaGRg7kxMS53 zewoypPS|aG$Pp$$8~7Oo#j!&BJ@9*v?=iVxwpz-F-k;;Y`;Me4{wrIl^wDsQ?BDA1 z(EE`2PwWZuO*R>N(h1?+wv()3BJZP-D~m<0_3U9Bw0xhfHE__6qGyy!kK7N`hWan! zLxuf^@0~`pW1N)8K~gPy!PZr;9K2({*MDH3>&|DRVR68NcHFsaG#Eerz5*&I&j=N2 z2k+Q8Gw;k0lNQIZc)PKA^HmfXbb(mZ8O49M=?+Io!7pN^SZ6=F&yd|SU{^d>&dHuL zGP_={I-|wYQ%jI?oB38azFZim<(*`H(0C3#c($<&0RHCInF}E?zOJ!yfH2J*<;UTA z%as4r$?0%lWcw`~bA$9Ol7sD?G<3xgdfS$>DKXOi9?{`iKC?f!x?!4yPFip2t9_Fq znE4D3&e@$yEI_Bz_LH3Bo&b--qo#7JbtB1-)ycO~-)pPXopy>_w8wYSt7UKBi1o)x z5zo2<$gSp}&aKtA^+c5~;=#bY;O_P^9s~u%rzr z*PJlB4w!R_#+wXqP$b3jbiR|34*D$={}#S_^PGq$1JI7hKxhsdMgug*vMX?-W0;+y466s-(Ho^xT8Ogk~emM|Zc; z0~O!wLysbA2wx0Ay49b*uy0PA8)4dSs;jk9Ss@IVC-E_xhojeSfi16HAw-BZMdSz8sYu)DA(b z*#FkdVvd_$9%uV_ytkjiuxLCyG2-@NG;cm!qBqC}w)VJs^!H8NW;|PJI&`)yC_zt| zj5MPS!x_KE;8K-*Pb#Fr!F$Y=5s}fCtr76(&hA8%G5H+d)N!z3?u72E|2Ckj{0%!y803N5*ITMn%lb?w$o&2dlTSf4QU)Wy91P(arAo8aGRGbU5El>_Jr&F;+O(^Lb(?gb8=6F#}-S5CM)Jsq-D` zi&k0yzXE@QkwN}-G%nWsK=Q9l&+2TCgcVW;(UV@N*hCIni%$Fmn?x@GvDnM)yKgOU z^J#SW2!UwsI*AET5=Pp-+2x$fdTbo%-a6Xjp6Gtti0-V@M}!ei;uq%6vL>ciTH-Z@ zp>4tZlSDA^wq%L_Lj@9J&@)rppJFw}z-M8i)@)nN5z|G@JAf_{=&Q<>I^Pr3|K_8M{J})6b9A~n=v8taHw5H2$9k~nAs|TSc1053K@&U=PM=0Jl zmqe20hdw}a+%e}nfdgJKkQ@4Ru0Nx4gCgDA*wEL#uF-)wjuuVX?v7R(jmK6S3KRObu>QbJrBwg#%7>F>8x@No17T?1`gvz2#Q!;z++(Sb z`Mr+jL@1{Txwh$PEpv$(?wgjk)8L>r-CaTnl5x{hD6u^yCd6^3S8e8EP$e9a!Ta@~#m^H|$Hy&|(Zkd6d76s-A0Gy2A*UFL}j zxjxLj%wMrZ&91-QJkoMAO#Ep!1qwc`f|O5ZjjsVM9nIQ^PyM;#1*x~9tn$SJL-xPD z^+re^V#Wzm~4Dk#8>cI?yQv1@r{DBzc?^aZkcd4fybKK4!TqyusN!Zpum8&VS|0!cQJw+CM zQQ9N|J36v3rE9+2L!=Gy{cSOFc3fJ^yG=@qGregQn4A*Y+1j3(dgD!)H#6nAli~M1 zP1|^wzPqO6jrWb85|j)5QA51*c8d2+pbiwCjHJDOo2G5{YbD)zJH}hP%Mz-O{4=%c zuwCsfcfO@QVe(6@quFakO8(3NPF>x2v$a%Oj*R~Y${#F$7 zw|QD3rJ0u-L!80W-v`{~SC^0!u7w*%oS1nIg?o{leO9il=Q*5GRa#zmosqLhW%uex zwHMvRj;w8jX*2|_Z*HJ;N^g&$oxDx(0lWx~TZ%E~5@&P`(WF7-)YP0{mMvH zE9zeGpFMuGdj~T z8Y%qV2Y;@L{4S!AZodKB1Pe?z_`c^FLazYSR?tF}(H@8lGA2j*zSkZ`A0Dd>Kgozs zYG~^}g%In9NsI#51h1p|DW!=|XeCEQHUyhf`YHMD|IuvuDX0j~{>*czN5Z;YHvG>S1Lw@E^uTB;hIFfFDiPqa{hGkT^!jKj zWcoog71%L7E7A&OqZjyoKp^?jj{KA6TDr!KaHJLI(O351|DT{=viBzxv&G@J{{d;sOxged delta 176436 zcmZsi1CK3$vZdR$ZQHhO+qO=7w{6?DZQDF;+di##-%Tc&WG1Ov$@&LX^{oo5)X2=z zXxPI{M;?TyZid2A0|uy2Ll=v;>?a+I$5DQ>;Dq+Xgju;vg&qMwTH2>!Az*PDBZT3= z&tpog}1F z7Y67skWDrrwN7{YpI3Qv+4ewwDh~!h1799!qfC<1baZ-u9snMJGD%&hBB?gjFx%P6 z%hBDAga1t~nH+X6+Jkgr;{t`UBW;O{X;K`ZJ;F??1EtKifU`F$s7UFB`#NsrhLM*T zuJ_plz6!%5Din^!`k-~QsW;!b1IFy~fLki~8nZj$nzi2EpHoMU{~T7|jRHWn+I3B#J1UP1x4Agcis@&Je4;Z782_M^@DpW)%hzC85MM99+biG(~9o zsJ3=V&=A4c1)5@F^soi%5bx+l%UT8}`)pi#1^9@Xr-P0bAb@2n zLUwU~n&~b%7E%9>zhN#?GP?g|LL@@;K`7j-M6Jq0k9YGL=_nI|b+UBlNRUTtJTj3< zraDB>@&iDc*sm4>uiIGj@TEoU*nY2R^|IATwgZEQd6Kwq$;F>GN zyN)pSVE}|EUw=U+mR*5EU>Ro3d$uo|m7ZIvnyCG?w-qqiYv$WCgHQ~j>h+eN>c|mx z&cP*GL`GZLMa%E-sw5GuB)8RH{92(c;9e8;pJ+Tn`~)jr^>9;S7Ot)KvA1A`%y^iQ zR{pTdwY4&Fc1+g*0%NI4;od*^oCZDD!KXdV{Q#fT(Hk2=mn(IZHlb?IAQif+*9k44 znm%ME_0V=_f4ya7I*Rh)Jr$m} zGh|dcw5LA_%2LA>5Q8Pzw%7j{b9L1DZVp_YDZc>~JLMaSDpsjseLGy<1TUQ;bn(*~ zg8?p*Vibxuuk6oI^fIlp2ANBNKL!Fvk0ffu7O*VQ_7PDxORp|Qvf+n|W}3W)e8K6s z1OvGy6kFWO1>zH)EaLBu9MpkXb_Sgo+u8`TLPmYink-C~A@b23TK>N4fsFo1nu^b> z1Ec1}a$?cacAdhLyGR)nsBJi-pYwW3g$58kk*;wPotP=9rJEc&X5|irVc`|k_N+F#3>|O6qjXg=BO@Rcks!%a9n?T_Qt3#wj)5B3oQd7=>6_N`!!QdmJVOY5z zBM*>+2wa7R~YG$5<$n0*H#NSp}XwL+-!vY(O-lNII5x_ie zM98Ff2$h3hQi^=L4^L9=6y6}So8ODoDgowH-G!16X``g8x^_yXu>s4!Vg1%t(o*_Ips3ef68Bv)5qa& zK;eSF1~QfJBEFOFMb!q(uLd}iH^_!AeZGg&)P{Zc=5y)fh8nBE)8Vwy;;?-=>Z-qh z<7xGOZck2&+=dQSmd!RIy*r2F#BkY?Om<_&9R#~-Y<;=)S(X0y6j?sXH$Db~m2di- z3#&EcIC|wu^(qvE1AvZ4Qo~zRjJj*|nv0Vq zyrAj7QuEc7oRzS%ILfz;dSx*POj`(`{yLfS3VNMZLU!i9NIc(AZvSW(YnQnIy!8WX z%oYa5{a38`ThSW`idgayfKqOf#QP%T?5hS(9r{jb&|Pl;onZYYVF45GK#pBEcdr!a zb5)S*j+E`P1aLw*Pj&E6dRUufrTofnb29NQL}NAKpo2+1<;7|1rA@Ico0rC59jS+- z_=4IQUF=UZKfz)e^q^caDdaKyR-W)KpGto#sbM*_yX3~K(BBk|zW%H&)d@H8 zz_Pn~6z2ssCn#H`U^ISccWgZ zfJVVr&!><|R(kUO&AVi;e5erB83;oe_G6yDA+7XA-T{LbQ}oKl$#_3#zHhXU)u^;Hb^ zP)Kb1cpQ^(oWnmV!~LqA*K+pN#{`u7%Qj{khd(&x0MFRmRAIY%xZO6}XA1tjKb8#$ z(eEjF3IeU>WZTPrOICsy`fSH6jxlsPyBM|ol|Xm}YxRI!P6=dy0j=&EjV`Cm@|K#> z`o&dfK7nH|K7|tDyNAKrZO^)WpGQw61)ntk6G?6KqcdNacc@gXrtfr`2-$%#^Y*?$ znR5-pXt>tlob4E8szG|?c^35}Gb5E^ef`tu<`;+0-;~v5iBaENjY{6er#54Y`BwtN z^&9m$^(;?~o7Wb=rkCH_eeWcVeAX<>v8=4jhVzwQ6OYZ*WyLp~Z=S=-t3ktt6^ozG zpWNt+tL1247QZ$vM&eh=Ha8AwY<)uIM zl<+|L36qwL4S@Tx(3&6R{b`#E>{6!}=t2ha5=ZRj69-Tco37_k9=EbyB#kObB z9GGNCuTH*N)@Epn14`etdt4Q<`!@Y|=<)Pu=Gq0A%v6SxD;vL`4vIE~tZKm@lOK`q zJkJnJK~;}?T!@T=rBumPc;@Kex$atU5Q18Pf)e&K6)I?e2SRJFO*F5bYJ;8Ymm7HI5>HikM|M5@c{Dw>auMjQ+{nLt98J+EwY%F|2RP>$k zv_wCU`m#lh5lyN^P)`-uJ6xxRA>W+Oaf0&xN=BpCNA}P8lL>pXcxR04fkc;vq}#I~ z1)BwkFk|5|6-47FNbxyIm~&baP7xgnvIX#zz+5KDM2Zp$5mmU8_Cz3^(>*YbAo<## zCr1#dbJKw^<~(c1C?hFT;Qt0hJ%PB3NH5?4#m6>i?k_MURbb^$7d?PJoIgB(B~K!~ zL%L!^D&YpwUIuzv`SKCCCDu=5$qn|~2kcr^_|Ck0DsfVQsnt?NCnUeXJmSz0@&W`1 zP?1dc52VVKsg3D}9)#E&d=@6cAxz|X1S985Pe}z^>sES>W zi$D$(31Pehy;8jp5k~9mOai+wLk^HQ>m+tXjD6XPMJI8+1G_XHnKDbMLAYm9AhwHW z6ObO4{A=u3bS-rzZf4Ss8^I~fc>oABhrOOofoeqw7r2gCN|)IDAh)?@UZ+FFW@g`# z2VD+Ik|X^|1g+T*E_?C;HyML0RH7|dQr8%AEx@Q%GQ8}iLNKa8Q(lAkiR3v1kQtka z`CWXjm>?>#AZc#Qp;JS7$RHD^g_#lgB*29AP@{=Wgowc*8n1l@dXCi_MF422@uc3( z6vG~z*#*=Djx?DWyRbE4u@*Yl#{btw(JxKU+4f`cVEO2P@ANcXX9Uo+5NkM2< z4*x<<*b?PD@ayYlCu%?m*$pBg(m>bV2=PHq6lU!SI2{gQ)9{?bm&Oq!h|tP^Bii=1 z$Ty#Qg{-DO@VOE-fLUK7)@z>S-yv1eJ4x2f9qsnnLX=)hMwi0{ty?(W9@hsuLh@EE*KY&9a{a)Y19X!O!#GkC6 zvrGa6iV1Yts4}bqj`(P@yjCQ#Sgm*nWib|tX>PL1kI3mUGlP8WVgRt^N1hyHi`slp zt&i>vIoN1_3d#&Wim1l!HkkTdkJeyU|2+d~rp`pp>iQBtF1ZLlr-r!M5Cwpv3PK5| zaylTeq%$HIm<6cla`IzaQuw*1%vXx$6S=-bRNHR~`|>}0!PhaaSk9b&lO!!OomU1x zHJ;F%q@a!9pwN9C zY?h}BWcV{>`SHyw_!2%J!}zsC~D zzsifm8c%u4RCb0KNs;hi8T*q!$rWxKGo#B3hT}w2EYb}obEiLpiR?ud;I!zdqj{jx zo^G?^BQ67HW^`eMO52e48cXnHXbflDOc5Af-Gz;4{vvHb!^KT$rg~Q{6xToRS|f~^ z4HDbH26(;n6aZ%2tv3ep4rGE~WhQCF^d4&H)Wri#bHezhKZy^KIP>!Z8M8eF`5oV7 z&Z1aZgBzxx=1R+HhEz`v^&h2mp&|R8_@^dzq~{pyQXZ`@1?m(L{Pt=$VR%; z0g^b{_@y*ZOODqm{zjnh4?EHAEM({ z8f^_Fpag8rnt~2Ui^!v|6=plq-)4O{=*(s&t=ak%=gr5i)?b{F>gEeUh0JJJ>{E)I z08xaUseHf-xvm5?-yhe*O7goprf6RebVhZ!+6-Iu$9&pV6PjGY_#7#6$ktq0wc(GFK-Kj|8HPVNVRG1TctjJL&C0slXDJJh0Eb_NwZSBx)a& zGa|P}LiJTceqG;I-G|jT#ty>%UZ01@*hE@lt)f=F9eYjZA+C7MuyDBwEBEwze`qw+ ztJwVwe&} zVxhm20b~W4o+@N<8SA3NpuG9~A&&XwzO$j34~imY*tEC1gSFMcr7bc5k5}+p%k4)f zEv+=ard?JhI)fFTqIcq~C`sdkWQkZ&3kzgLgt^xG4mgl2Ro^+WU4srme!hDg>t&7a z+y+P2(ooRrGOFplxWdDKeiub~lYQXpTyQDae$%^H=tuYJ4;p`TFMYfi{&Ma&$cv7> z8W;hIl%LS(g=_eXs8bUl9$PSpPOfO4Re-4GFi+gCMgH$*npm(B7PvkdB@}$tSE_9s z%eKVE!Q@<>@W!VxYI>>tVEK>~c-l<{B>=~bnT~n8l7v`=Exf>786{buK20qQ2!pwR z-J#o+E6ivf>M%Bxr{rVZ!GIN9k8)Ws_%>*T9+rs!n>cZ%!qWi|`boJlM%oT$m!#m+LN*#fO%R--L*~E)nFu1p?J)m z$b>y>|6(6i_#Gk>xJ*yp8bZy_;y_oKePjO`usL|@hJFTM={O`3B@tIGPTg__zWx#W zRHQGe7r9L-h1bI1iy(f!#EQ#tNE@d&b?>H`MG;U;W)@9UJ8>3sw2Vt_1 zfd_g;KiCn^(`k~r&?c4(8f%k;b>Nlo`DlrA>-V*@vv~T+!y26LDqUDGh!EDW?fw(a z(|*#;QHuzW?HY}Gkc#P|UlWFwzMV-=bmfUYj3yZfvk@b>gN(!}@PiIdcac7RygY_T z`4#X8rAo8>YVHyaxuPlW!uj}%`|^SwG01+=-1p0f6=HQiokJC{+gT)5Eor%$;*tPI z9hP{A35O~Im3_`lJflrFKGX@7IKcETYf4_rZBSI^>SVzuEij&ZVOSR^aUU_sopJ8LgS(}G&fghfVt`Bs z@0}dQWW*=+I^D6{F7UsiW__ps3x1FKurkd?h&qx}9x|sHs#>-`ly5QBQ!d;;1WuB| zL=O+B?fsDI4%5!Bp0`~epfZ)0nqC`?3S?6|D~H2H{*rMH5GdMR-p;?`;F(sChfOsY zgI;BCZ!T-Bxq>WVdj_@SgVG{`(h{T87*3uv+B$85Q?gvNAlYjpQqM(rYqOS~s0>;U z6}`cW_{mf*vp=IYIoKtt%r7Ro%V(@pot{(%=VL_U7_)-i11UzO$^=tklPKNz^&e`t|`tcE;Sm?u01&>2%UZN#}wcIoJ;IwlD%H$3~cM z2D)i=x(W|2H48<)8n>ziEOG=p1zF2-T%WW1XTQ2zWCiJke8WOS{SyHOc8RMw+|Pte z{o-?Ezust z$oJWnr(e%Ph}7o6OnbZ5t5?)-rCeDEr+7%d(9bt9j8!i3zAA54UIKs$PEdNEimQTq zW_LpF#UcB<`R`Ve6I9oaFeg74G~+MyQqdFr{A#m%$ESC=&wNfF{|;{%QUYK=T*?xEql?a1x2OGMcIO6Q03agIlJ*L_?G>0;5pV?_ z(g)Ju5AP+c@4I9-RQpTVbxwa$xx;EFf3>6#{Q;R~KbPZDA@Iydn}=Tm;13(_7f!`> zRJAc^HKB-{Z&op%oOU$v-{G}iM7Q=bEL#=zL5&?C-pa;a30}el)hEe8aXtObKKVf0 zt=eWf_{k4JU}E`Eq{W^^=>-+TuVja#!g`}jumJ*p7};uKt0Yc9;99NoC7Rsz6)9xAJTY%j^1^DL+8M5uZQE^D zS_W4LQ?SQqP>9V_!YJ)IU7r-9Vk|DN8dv?EO@9%I=+mYCkeHe$4YL}v&_iEXkqiQ# zEr>xQwgxh>@BwNEkyu7jsF$Le`AoG9K#Dm+{8bNwRpo4}he)NyQx)`6hMH-= zf!^#wdOv+#rthtaabd%j zx>U~xU;Z@vV}6u;WqCD{jtBj<%juxXltanC3P{icPpUC$q>3c{lXcf!?D5E&HS zd8#EV%!y3s=Y{2_W$BE1Z4}}6k2Hx}am$~G2qD)Pn9*px< z4BnipOHBwI&m&~35VbMCW5SB3SMs0R@Bw$=rm(P6T(>GEukPd*1q%p;8i zLcr4*|G+#Sj(ET93RFE!cA_Z8q#f9Is%;#*hn^T1d)YDO^j%I|k!uWy?=5^*NpcvT z_x9c`bfiF@bzDIjCU^ucR$4qGZPzO67_brUkiR34?&lBe?UX`=;7h7)O{4pET)%L5^`?j% zJ6#=5tsX%xE_MZ0~&`#`h)Nq#I9yptUdf0ryS-W_5HObvaS~m(7?y4Gka6 z+&3}7bXe~|ST&00fOp}(4|;^I*wcWg#h4ksw%>849H-WpeopXQ=@-bKDiKZ|Y=^^* zN-=OnG4m*YX6xJU9Y$;c{ZQGHb-p5-dN8AtMwyzBR+-K!L?iKno&C*nkag zlDBcsFjxYzhYxAYNvnzzCdl`xHX@98RkA5KH0;US1Vb7+fEY9F;I_%ExoR?Gg9Gkx za7!7&>~f-=6->~y&cak(l(+Qk&{{Y8rns=SfYpS|?_)B#+wfs3R+O-+Z#K9XA)8by zgJjx7Vd6+P;c~*UDZyZ8Dq|Z=p|P((r;0qnLNWnM3K6|pH|HDJYRt-_GdUfx!XwmM z8MW!fvBFR}TXonzsY#0IYSNRwbtZ&?fql@l3bamt$FsxPBSf(Fn1wu;KD5-5x1Lrshkn%9X9=FZHnj<2uV>BGbGZ z?wI(f_|+2CW)1^p=O}qrM$PfIoq5jY>gLIz-f@Gyysq1w5(g ziKot?V%ah_hF|{-(U`_Gk;JxXF>!oX^VYQZ=g))pzj5Wa+3VBwN%<|hoIiqYj$P~T z1BYj0d*}*b=a-;uqKA*@4sqw_t1MX<`81$^mdHF$yY4LSED&@)FE72BA1ndOS9^`G zU)`uM>Gg7Y#rMG(*RU+>_=3}!EW7I-FD zX*6CXx9QBU@SnE|la~nrc#U6RjuAswgtS}f&)m>y5_ATBS_i^SdE~Wmg~NDK!*!t2 z+}nX}CqhlHWQpv~Z>l<|A4~ws;@3tF8<|yI<%|MX;jZE-fq@JZ6Ic3P4*ve$mS3iC zZ;qGE=J;@~O%6e+A%WsUB@#z-7}poOQs^4qq3N@`$n>O5YYeJ#(ryr#QH>} z$+*2!ju;67v^I71J;oIycWtf{-@PJ$yG#dcu+*05fh1^?C&NdkfieIuU$;^>Vmp%$ z&RYe%)?F8KUH!d&roVufEt7`}M*X*sCrd%ef{f2iOn~!=ThX`InG7Fy#)N5s)x2kPr%PMM)^$(` z_1nVVKqE7STl&0`dK$p+6qE`h;R~n8#}ldBZtOzUeAGg=%Mu%%G$B<5y|bP4je*2A z(qXfBYK5fQi;;3^LpZKoV7`sF_do^Y;yBz0L<=)DJSc1zHFlIZu@xuY@W6SzjAQm1 zB*H|H_5KHzot7&P99|J33mk5t0JgWl)Z{RO!5A%pO?uu9DmUQfpIBNjY|l*bnjKk% zY?6N8dqdCLQ^|Ep0QzNpA_itUA!Xj5uK1cyH^S_5%6j~N14+QAfkr6-k?-Uvi_JHs z6Lq~Q9r?W}O{k)Sqtom zYa_i|@rFO%AKluKx$m?2H#>!Vo>QEFL#g`lCRwMmn@|8vAw8xVUqU=5tGZ(6FNc$# zY~j&Px)|C3dxEUhgH6L9AvZ^pObmtM6J?GiPdlla8yk|svD2uw?Bsf;0kne}6hd>- zcuyZSB-EC+HX=*4&Qw2rbr~GObO~%_oRNyai#Yf|G`9bsvlZk`q?ghFc&cFn!J9ma zVjg9muR_4Me9F-GzID9su<9Aczsk8f#2l6^gwjBx%D&fLvX>xb(wEVDftu56S*(r* z8W54vU*W4}RTulP(PeWjz8batjxFp>((}SW!7z2B_!f$_3!=EcY>^F$uRnI_9Tg-k z-aZ{N&dDP`8$mW>o7dh7s{P{8=0d_hWU1-27Zjcl!wB$W@= z2A(5gVHuf)F42h|nJCz~aJs6ttA+&kD1j87x?Ho0#R!ZaZG(#7wFFKulUx1dSYU15 z#3{dr@{_@}!)vUYP<~*nFJR%`o=#N75|7pSc-kAJ97lt-6^lyXXi znTvE*i?yZq?oD$pa`DFcJ{(g3D7wVs?LD z^4Is{?N0gLu}5(Um3bw{pSK0JqM4bpgiIx#z3m&$J<30jf12f&*)FORb;h_C>R}U4DV*lfu1tVIN2a8O41v~$ zC~Q*ORjjO-kLOlb&F{Ay+PYFm7&&x_w#?{;7gby3Wd%guJ#HSLbzyY)+&%o3ZvtV- z9ojPIw26U^DUX|Y46v9mn0mpDv8I}%Vkj}Q8W#Wg5i3T+6H{wR}7vT3ar=Z7=%g|$85z@f?^wdko6 zLXiNGHr3tjINkpJ7IHNmhq_o+goJZ72;@`P?fd)NU8S$PN0rRCi0AZ|Q?M8b+U#sh z^6W2r99FFS*f=hEavX+R_uvbe)5=ny5Dws{=-iUy^LFXB*9f_!^iDB0+Uk{LjDN^t zSgZB3YHzva$|nhzDk~uh(J-CjgEDe~@r6X}01pJexBCx&yRaGUw!Y3OnAwr^jEX?l z0fr9`FppIRXTaJ*E?%n?d62+Bf(d-ag3{-CRX{212HxPE{tlegx&QlkTeKzs1sQ;> z?6|?#z3VQ;op?uH0_wg%Qfbk#J|H@S>#neh8n0o069*PU=~19bd zdC|y7#_%4mT^SlLml@tGW4v(_*5~!_5S{fEFQ~MzumFHp@YOCH z;KpH*N*dUIGzHL>C#<)FE1OJZqU_nePg9!HWlZkUa>5~4HgKdE>d(?jY4}I_th&P% z?3i!g_G%G$k5A*%>hcS8hXqFU4*Tiycx||8bpu)<6mH1gjLFNGL@MFLh+XhW!cu|A z(bp~mEM8m~24au1vEZYR=mCL{0iOe+`p!AqkCWyaR`wVMSFI`##g_*ybAFnf#r^Fw zvLt;NrkRm7EA=TRKQh#1wkk7Xh0F3Gr?2WggR|_f>bwKJjSXheN3$R2WBcX?;|)P= z8n5YGYmP@+{UeP(?s$X)YHes?E0Qkb^#UroL83GQEWxKoEL@)9_W;%hcDC|Ut(Tgv zdVxv$E+Du;%(+{5nlE7yL9&=7J!FrQW%10jMy-Wf(FCV(WnM7;I0v@J+^3l7aMnL+=OkWvP4sNG}3I$ORT!p`ZXlk@tHuv}_o6r`^2dke(XsQSW zFYbQyQWlpIAfsVvkB;seH-y{}P2&e*b;`fD<+-{fRiFFiH_>J?zCdT`$GFP;=U1JU zl~BEP*Spt@(SUJ%mq(AWKNzBJ`%!?69?p=w=Zthua81FB2JpgF9+t9%$(r>VIOZo^ zg5x>);cG`lc+3MiAnA^PRXW19!hKyd2h4AHhSgA)YBQH^#Kz!AvJk*d1!%8JE3lbS zSI_*Xrjbfh*}Yu%5D6J)Vxw@B2ZfgvIbci@WYM5=AndG)!_BnDeT1eaGYs0@O?`g~ z`A>q8bo7Mv3oxdxC9ww=V!H?TVve=#ADh37rmN)1&J&S+Rsj`R-3jq9fw9?;0pBO&10$| zsMN@sUzNm-E_*-CiXu3=!rxg19)l$EBt%uq(BAPj1<;O1_Q+2e_0?ZDP>!usu2WaM zR-@LddeFmdIcfeIGkVDd{CtNk?<%5;Z6#dcF9D@p(v~A4rTfG?z7%(`{}M zieYY6frhC}4_5kj=?`3Ubs^1^D}p-kR5mt;M-SY5=F~XTYs+O9aU}Js8)=NKzx42C z3a|-m8i1RlK;UIy3QZH)C_l;zYLElpNyo-mzAI%i?|4y(oTF8W)K^xGBNc8XZd-Zk z_IwPB@KW}M{)-WRwsl7;w#)WT`pt;Hh=;AZG*%70h-wBmgR(r>$20$>Dm=l3!CHUx zpVQz*dqm%Oa`{bT$>+6kDOjxAi%*kX5-5%z6=0Mmo3CKgcTUoTHJ@7_7av9e6C692 z0cjR`8F07eM8YwYC{%UidCq_c39{jS6gcklTvy!`F3TX_jOgMR%BCu`pGo*5hAfSc z_s@|5={?A|7R7bvlKepd&91yX%lMFxjSrMC5D{N1P{;FqTMnJvJY;5Nh}Kcn*sV+; z6(C}cbSrdC_Mi_VC|F{R5M{{{&o55|P-B6dU{g#_7ytl)_)RsTETU`B2M{$)Q4(pR zL6tOPsRA40ju5unI!KH3RXRy$rGl^W_7@;R&G%cGi9hNuuiaMBL~-o-nBEtwIp)5#n#m& z{EC7en^vIL*LuC47d^cID`xsmQ{8rx_G=*kTZZ&n!oe$c?XOX6!#df#s|Yf3i6O%9 z$#TxdTmBk^LnTiXs{dTThRyWTG0)I?}nDn zH?h0XZY3(-u<9ZHo&r65xDtFj0*GNXubyk(#DzltD~j5pa7hwZ?v zF$_csTHlMsTAFI(G2>w2dXE3rUBO0}c7F;F_D16MjMVT*-?2%QXOrIACB^*MPSQDI0NHmsfcJD# z)U(k-CONRqz;LY>|L%m4m|)&rSe0jzSaf|8B%&#mmhwD)o`{SeY?|)=yk-!kWSj9`P@IGc(<^5nxX`kSK zUE&z2RYH&%S%H8f;gB*r0KEl7AGb&rR6=Q3^>FyD9zB|OKd#V=O)aV|dQ-F-q(@i` z<*KWKg_fX%pDG%LT3o28f_yUQUb;({e!+bkypC8#YevVf7BEELa__;3?YR5C{zjq1 zj76ISEDIIQwr_Rj#o1sz#pwuA=ZwUIJ1m*B?XY=%1qmXuSd}6m0J*$D%I@S*iAqP$ zN4Vd+eVFg|`LZjU4u_{@i`4pW%zdtj{v% zPi&gy1I3U34qrJOk`*^&5Rlm|+5<;b1hp#RKH3WRX+=gQ6~?wW>c{2h1;&t9uJyeQ zbwf?DAivf9-vhSBbjs))V$K}a6W`TCshU0kQ-%W@6ou_2Kz=Ai$AKWG7TTaKS^V+j3sW#BA4Bpn`AaYyyE94JPA2Bkc7B&+OWr&%5`7Ilq&2Oh=>z2as{79` zIEIK*J&d_SddVUfa(ew47-o9W7AQ5KRY%tKxDC1Qu0A8XvMKD;m22idTkW;ob* z6%8b>dYF_IgaHCG#e_a>zrZ($VUdb~Zl_g%L@}@%XO|!w`i(-j)!RFTMK4d-ZiYmlo{vHBht0ZaF|hu39}Da))cIs`SoL(_hgQl|c|gJjv@Kf0Qz^?&qoSKE>}h{HzJq$FGA!JdHM4Tretu=j z;8y3=6N__4m^>^I3Mekg; zU?6ds4U?a!`yuFKJW~}w+ib>qj^WRF?lODs8qNoGMmh5l@Tca;6vdZizhp%vwt3s8 zrK)q)2WA5Df^t@0$xOFeA;WEbQ(>g>u9#DYa;BKFaIN_qsprCLzleap*`d>&(N*nx zk;{Eg3ez#{dc;8Pw`Y(0r-0f@Hx&oZ z0N;WIizGDj}AH zI&`!XHkz4^to`f%Ll{_o(D{^&8rW18#Q@n7iA5gubr>8>^Q7eMJ2Cw(V8Fa_1 zVolx=XNL!;CfXBZLG~-LG!>0c4>n%oTBNwJIv@*OaO{zq!kU=J1d+zF=q&ZD;HiEs zF>i$|JK%9jsPB_M@ zu;wyQeKCx`PmN1!rH!xluKOBr<|t$&Q-4rqhJ3r#@to7&K_mGlO_E6<%|703=FIW6 zP2gYfh!nNSGuG@sXq=ydx z3xKt3XQBcy=Spbd*p@YBl~9!ecR{%wdF;`+cx&-BLTO& zX4ZP)aJ^DGLKTF%?tv+z{304=@6Db-w~L!7d**#oi#L#4XsQYAA1F8V~7c3 z%il{!b2+Xb{vhDH4mc-^15?~s<>DMYavkJ$(47Jtf=mfWV5&=G&BSC$BA3bA?8ZqA z6 z9f>A#6{yqp5y^2t$RP96ogwpbV*+U#bm`X8v>nTKTtGpE&;G@Z0PNMoGiatY>e5O{ z1%d!#l0Oh+p9`uEVHAT|V27LrZarpFIVz~}#*c^e!$h>A`gO5}P3`<3D#v!=)4jJ} zG;&w5Y3`fJlx?*!@ySMkeX5?b7L{wu@O0a}bD7dPkqa3~4XAai(ZE#waA^L8qm*Hh zU#pW(sjkccTqlWZDCbFqSg=vS z1{SjeSVR^Nh*N@|mxHv2y9lTRQKbi80=EUd(?D*b(LrDWas3V@OT6GKsC)_f=Gg|q z1<7m4uPp5aVTX1FN^Oq+V1%Cn<7%7pj!7n2*Kkg_SmZNPO`{)Q-=TC8B`gWf&{x2a zykussa0K;o%#$cVOEMDQ#hCPapW>a)t+T;!8Wk#UgQ)K<&plIDJ-4Otah9F1^=M{R zup9&M1TPNTDHNXATuneX5$%GibkUw31n;P7r(!Yau);nS5CrjQUMf@qN7!9S0w$7* zr8C}zDc<;U5X>GQQ|>T`Ok)Xo7BnDwrbg3K5Zpt~FwI(nOb*uGd}R^E8gCMoHZOQl zt4AG04Tf_hgr~&f2hThDiBE2M#I*TrL6;+l^KTpGo#*DFN3PwioD)i0I@6$(<__-` z+z(vwk&iR|^3Ez#bkEw+M85PB}Q9jZr~o2VZNhAPY`A>3K*+`38vY!uWLL6 zoY^u;a|ql!sfn?R^_y>=waKVpfAJ86LyFuoch|27gDFye5{3POJ(&iI4k)UB;_>+B z>G_A%2B%)3`R=B#6{)P<0SwT2hzZE_f(qi9NPBs%Vp5op*e5FX911r5moY4_)1^I! zJq&R;y@p^AM1{$HvRe)(J>$o z&AG|KM~^CS`2`j32HHbHsQIKZQ7|#CZZRr%J@gP>McA;yAv`@y(f|+;eo-{)VC0-z z`8%~0H@FK^3z}BpMyb|I#Y!ap$PW9;VUSDpMvaS$TlU=2;JZt5y!gztvYlZpKvD6T zxd@$^g38G_ez$WXn+WY2i2sM+S_lXsOO+(6p1+;V!Q5Nv{`t1jZ;Yz}oP-%4I^viB zRBFmEckMGONN!cCiWb1<%LvwoNzf`h48MbZkH%L!d2wnKu1XRHr(K$jp~>ER5aptd zJhr+U6S-lhX8qZq>eDijUHMJKyGk z6o;6(&toPECeZTE!ZZ5B|A|3jH%&eVO8@+% z`}rEJOOPUBh74FS@^5)tc&_h+z>+v|KKr%UtmD1OTi7*@buz?@+V`{duSD*zy$o;9 zr-l2IDW=?m@%--zeAYvpf9I**W(ae`B5;dtEoecYe$j>?ZqT`JnchEW)6vNOiLi=! zaF#%xQYqc4_yXoNF~9$*ZP@5=x;wwoHsh83AE_)+s1cyX3pz9)hb-y|6Uj|X_{249 z*4G{$y~Lk2{a^^@-=MD$=2|SbZuf^lcSKw=Now}}uzV(1g_6uce!Wr(8#ne~P~J&@ zh=MXf1&NAoSBJh?G26QY|Ik(<36os15NqxWB0d9bUw`1AB6mW$X~M~$V=t8+w$1#$ zEh?+t=2k%Cc+Im(A#|wy&c`}HY~l0rOFA24TIWZ-W1^I?&-R66%fRaUx9f;(=kec} z@Hy{LjO%$C!7=I8AZ6Duu*v1t7I-BTQ-w?P?j5da~Obp_n9Rj2m>|n$dQt!jhKVcnNK(r*lMmIqHy!l)4x13+OWrBR z?hCVd#Kq@(9g^JK`(epBQh1&|uwK$4UM z0*W~=cr?h2L4dsk@N~S9mi@8IIcw`|<}=9i2w}vB-I1X3eL*6*=5Bu6u3()&Kd1FU zwb4^3$K2IwP{6+`TGDkC&*No1X8fk6&sl>hqH1nnQO;nXM=ESs*3pBBUnmhZh*RY* zE=q)jYB)$aSXx63U`XzYj5+jCy66+=zJ!Z<9F#?|76go@{kE5?RS&Ju1u_uL@N=kf z*yNyiS3Qfu{+-@`jAg~>O8=WxPM3WK<4QN?M4$ouCmey>iT>Zm)mzwbzVP)St$}WB z%V3W{BALK8VI-<4GUX$wO0xAiS%6Q!Xk-(*^utD0tImKj7oLH@qwkqSoIEp4v7L;D zc3f1`IH)W*brBi323jcv#VCiYyat1;eB0Dnh=Mk_CJ#Bf3eRA6MF}=c1;=qo2qCUH z1AwjFPL{gh_#qjd`pQ0mhX`s{20v>=Pv$&35)BtFU6fBaRo#qkQkJNp5)K8;xpMgY zxQC5HDc5QGE6}A^{>Yp~a@b+C#aVa*#@y(K^c~r>7^)%dcNr)tpTx)5S?MxO}@P z&wm+DKAki_PiODi*((DJU|u)BHP4z~UfJ?+(!6L#3-!uHqZ4R@;WQ))GHQnAS?@J} z3<8>+snb){3{>-U`f{q8C+dga-cP3s%+_jaepEmGbb>zt@G!hSyd(4GMJWYJC* zb1|u9R*~s^dN~`l^QEaSb-%ao#>1bd*Q(IKXRisYhRk)!kni*141>rR1>eShCZ^jv zp308zmu1=(j}1x7_WWTRUQ~j2Zhz4mw|WwbU>)z0#)h13iRR(5NZYc28+?c?mRdc> z{Kd}-tm0;+@C}TI>OT=d;l)X^76VJ(Y9GYY?Kc4P%eV4}{^RLHTh{1u+YlUx$Uvtd zuMjoCp%QVi2M83jvHJn7&;;Or*)mEwb~8$Sa&te)Hh6lQ!VjffHoQeS37-z8+|nwQ zIITy@F z<(v28>u)(G@oi^Yx!HK-_plqnkw1!$`~A@dA2*$o1Z$KJWoO>O&Uh$)J0%zBk(3T3 zG$5gmQHwr0kN;s05diBD-Cd-#pz<~)(xaH2P08*JNN&me!J?!chK3F{G?K0@4UMH* z;979CP>qodwGe9|9mWJBn|jM6I5-?AWJW{`GeykWBVj=T2#@G@GGR1EH2h-v_U(8w z|9v`{O}#zDMr{H@R-yBM4V++glzi}5a5!fzX=4TC08g^YI{^(Q<9}l8x#8x!hSL4yg z{v>Q|(qeb4$7Ul*2m7Mod90IHO3%XATLE9mOb4JJLyEWz@n$vM)rl5VYcQhs_ zUpXv6o^9e0BAFh4(zncJhl@*xySTh^R@7@O?GRR!Q!*o>Peo58x{Q{zr@SYA{nzDi zJ|2#G%-KLDNpb^xrGYpov6j=Z0ACst-xWO})Y^`o=sqV&8?9HQ^$~RBZf!Zk$5PkE z7+B5{yETT5kW=4ojg7<}zFT7g@8UO&|9|w%(YBsBb1yxA%Pwr`8P}kYQ@_U~M$17z z6I?mcMB%mE2f)h)mpYu1M9qEXt>nCR5JSZiCBjJG#q;vbXgc|KJNwX1M(viiIeQP^ zv(b1-#t6e>vhUW|V=4)o=Yi8zaX6Ad%$RTr3+!fd6U_d#E&SC#8d`ou6IGKc#kV7Jm z7+bDyShUW{6)D2MwC}L!T|1eN7hn5>;ow}!=%VEwNrH%7uA(c7nm~OY#eDqvx<3p#z$Swg@FOnBohLRT$a6;AvRi?l zE!xj=0omh5Sh!w`XppTo<$^vUQU;20&ln#G1wrK;ET-JAmTMM?CyXse1U~Q4*?QpJ zBR3&`3b`1RO$e~|PGI4Yv*w&15H|RG1?hfA5SuM*YJQwM+0AP}_&-Z-_g&(~wd{AC z`$iD(U{9azwx>_|U{CL>gAdighw9*Cb?~t|_*fl$tPVa_2Oq10kM-y^){$c!Io6SL z?Um{jsZNpV6sb;;){T9y(Ygb<u(Nk zlh@WTG6vB!WDEoil#3=rH^k|24=7>p0D^A7cqkvZeH<`|>xujtjFT%ksAFd^zn+=c zHA+tu1xf_jFHz$B)lk3(Ln6ljc z@Z)4~8>v_4FIxT!j<^Qfm*IN`6PG_(1rC?pM+yi5HkUz91uB1?SxJ}MHWI%3SLhb@ zdo2b4_d^cxJliib%fn~%pC*SovZR(9xD5*iu66u zM@Ehl81M6iLD;-&VDG5z37HC8)uOnq4p}97d;OLyqypg?JUpa$K%-LgM3+FT*H@; ze=dg$Z|Lj1s%*#8hcXuezL$`+YKpuonA&z-+c}Y7Y&Q}q9bfZU<=vL%ptygxH<9ul zE@&_ux!-@HJ&v_)23yE{gB)HcUuEge{SCuiciugjd-vwW?ibqiBb>2h26o`zyz-fo zIKEJV52(K>!81xnH@v+2f1)NZ%5E8;wA^EYY!|se_MscK zBS+kRsdmI#AKSeP4cJzV7#X-#8y2aQ*OW)gqrM!*DWnx!sK|$0R_!43s5g)DPPSsy z^IF>qd3~qxW=LAV2a}bnJ(j;JWsXZ>Gt&Y%nC#h1(%Juy5KQP>A&bL7JsvMOf?)63 zS{8rN95}#3-1F+WZ3`Zu2Et`Ze2$n$6oN=9%H!OP@{-7qXp+XpC#A&r8>bj7#kYz% zalmhW?kwGABC(Ha7t1#s!}Z&`U+*{wc_ZJQ&DlK{G-EGB?3*wn2?}Y-+U}2Ffw3;h zmtpShfBBbu4}M?fkG3!KX6p=cJfEHOHD-UFmQJ2-`W>!hlZPXfTyTn}-uLaET@fdi zu8800il0z`?H+}qrm&;k%Mytb&V(sBE!rnmvSG6{Ew{(YskN@Kyd<1s7Y;ZoR%P z$y|Gbwa6tO69(dOIE}u6zt^rUM!NAZ5VyeTxo+WCXZx|DqrwN8q4cefx`g3ex{$$K zr_5BR@PH!o;*_Eqv|)z#uKFUDF)0O9OV);QKb`^BkQ%f?iPL0(SDq$f9=KSAVJYOF zZB^~3z_o>JEv)apQkcC`f`Lzl18ebpk2z3_jE{_p8tqYZx(lP@!aC zS2keK+oqRcd*WZVk%VWsLJ{yOC_*hvK_4?@z&&J&%{zZNVg^jO7~n5oW1_v^Bo<+A zj>YeILi{>$0E|aMUDzu)8r~4`SqB%aGf3;o9AMx|rn$M|qu@_m$qU}r4EcXq6od=f z0yvbu45LvMcyrFcS-K=hS7DqiA_Z60rgQs^cgTBNFe|r|^G{I%Vu~Kq;+UVAwtpM zf3~|pd7Ol!e4W=5tmITi{%?ui^Fmuk+Qv(3s ztvFYEbrl^ZkAPODUISF$(lHEtGplHa4|#RQN(_DjDX9L?=K%FKl-5c!=;xi3uQvF@ zDYTyW*ZCh+`4K&vGE9Hs{eVBI_wWu2@z1Ze1SP2-2I0bDc(O$e#(*Qc?fK$@F!VE> z-9SOfI$E-hb~c3(*;Kg(4+dYfsR5hDld)>dyHLB!56@aRihLENvvna&0UGA$UaOSL z@1u1KtB`;RX~t1U29Fv*IY_S-n5N?SWl`X0OqHJ+y~=}B$k~6Vq+5J%r=vsPru=Bf ze?RV)U;lAEo(3m3fL3r~Elz|R!4BkSA(e5c%kE-kJ- z=c&o$vz1WNeCH?$zH~54^0mnNxt|U^W%;$mwOM;Q#AopJDBcSlOE$}n7Eh%!MWB#= zQ7#Tv`57nNxp9At=cYM#Zv0r}=ldIGt4sW5W>YfWsFGF1h?&w!Jg1*{LbCDVL5IH` z2#puzk)UkCofg$7Sd}7KwdJtEwQRt_>l{kBR5zM)5`;(|$E zuz1%axsawWBiYih*9mq6QjuoxRyIvB0$i2$j?ITHU=Q%@I(MytzF=kbqKFgi)k?Rt z=mjT6{Lp_&qXCfO*>!|`!X+gY#Hn{=XtPuapckS>*Gz95gp(1vrKPKgrdC$FbOL!B zm^3KMr5ZgG6?VCxW`-^ots3Ge!itCP^;5%iEk+SjN`5a`k%j!lF*o#s`)&3c;a+gC z*W6ctx30}#Vra3!dHZYI6s$hbP@ijDP{M?`B#eJnE(s*;B(Ok+Cx6#=iE0uRK1+fE5BjUhxK)4gv<#foq+DDcE2n&DnDCi-xLborN$ON$;-=aye450T?`UmM7 zf*XI!BfdZU4j)YA%0T*+QzxOX^aOm$=2(q|MFro_jU_?@MIHIf+>vzgP_H&MJk$&Y^(K3|_N?v2P!Pf3fq?Ft4gK!t?V?iKQ) z)!yuzU4s|+BIL1(UnuY&E+DcJ79TN9S$pLbuHu1Lm(x=j=l!J+a^q)v$aP}LTw+Q2 zg&b#YGFQe@fkM($20Ys1B}XQ_KuGwWL&v?oNnlBtn+0V~Q0lz8kadv;n5XU?flPm0 zL`S}_1;p5@GR|ix_baORqD3VC5Fj7qT8^(2(?f&Qyv5_h6THms*}AuiRq?ks&Re%q z4$#dp?^AdA^hH8S$ou8nD!nnnKFLYgtu74*-%{xK8l?DHQE<`wNHd{>Y>l@?K6GS} z3Rj?ML)M9lC4X>p6uH-IxCT;UQTHCFy744UE9fS|5E^vI*U(Op*fd@3dG+w(FDDT> zFPGta1{0SD3I!GdGBB4B!3`;YwOHMc+c*w?pT8p5rvwFxjL+z)bUc@5wrHU30#p2iH!=qVwflilgmvv>^m3a&ENGvyhwxNZt=crBh zX(h$dHh&U}Sp|Cev=-yz7cTUf2CL_ClFH41%Zl^PRs3XUzwe$yYX#dp{&6Ipw&t)>1IINH`YT@ z3r|LVs$%$6z7A6|ux2c_rd#v!t}5z ziQz>mi}F9A>?B$ic!7F*DBDL;7kJhn-Wc9clpEyVn8w)`_hfZ{XL3`(yd@q~&@Irk z&31-HhWF+j=oy2PIafv25}(Ywq%yuEzJW}|#KJhw;0@fMh9e5x{pxKhCIJ!%U%^n2 zu-bfTOkVDZbs9@L@KvOG&ihN!Lhz82ti5SkQ07^AaRQf!ZkN}Xta@I#1czTItZTBm zeF0O&Nt-FG|8=J zTvUu8iK9UG&act=d2?15G+3L*?5PAX7qmV_d+O^T9s_3>^ooUQsu-*ggu;M81vpT< z3!n)sPDA(|g=b59NJCgc4RIf8$tV03s0GmuYC+74KrP6B1E@`(fm%4FJ?yWb=YYaW zv%yq!LSeEKtT;Qt0(0nP-q^PFs%*Q(z{jQG8SasgEDN(Yb>Sci*Z;6(-Bm}HR}--Y zfL@OCn~K=-z%;h}Dima#IrboeJB*$pxV#9xL~sW<^dBGKHf0^df4`Z55#^OTrtR@2 zh~kk1e>~uSeU((h9&$~$dzNmp{33ql_TYe8$K<>U(gR5Y%H%DO(El<=vTRF87+qEy zduW+unv|HhA@->~V1ewRVJs$|6@pgzyCv0~3#YOKAq9tq%~9 zIFGxZ(7@Mq*|ma57=B!R`i@+lAnxvLwrd#DM16C$8334_u|gUzAN z-A1~9-6Zja zaJ&8km!W~w@Z$Iz_Fbl4exNzl47M^D9y(mUZkfBP4$w2OX@Si(iBVr30bvw7w6ZoF zFe{i~I7P{Dm_2m+Lq|JHKBM5bD*7|vnwC%LJ5MCoLB4}FIM@z>~jWczd5ziIh9t^fVlZ>tfKd}!*nxwA*TLsXQc3c+ zOLrpHAe!~|K{-SO_M`x-O8OnS4$L*Z2%a#;a3qwx;iS~Q zvFmJIRuo4-=**Bi3$Eos~ScsMEsR6>bp7|yfZc2r7Hh_XIRvG(>+=q zTdo)0+nxJf=3EyF{RDK9pi?r{$t6%y8NFY#X=~Rw$^g}Iod0CPs03lP%g;bhP(On> z?)H>5RHs?>@2om78<=^=*EsIYDeuW}dah&vyJL;t86s|tp*`f;XaT*RMp*v9^On60 zBz-@?;lqc2y}>UDFns%e`X3+P5S53H9QsijiI6WLnCgW0K8Fgj-GUcUF!(wJRgfh5 zOA4|D)wzO@!V806*al@Fo?FNSq(&TkNe_3jC;c#rV=+_2JV6t3L6PuW5%=-2vAN4Z zxOmI;g)i{$##8nAsqVWX_~Vo5=OvUr7>{4R_%~<}ook@H{FqmN2+>j{-{Hvk{76^c zpSln{_HzGcd54Y(Q3mwZF<4=mS<8RU__)49UFjeWT zI?1!+M?>t6GtNEjV+QE##kYE?3ZT;X(rYnv%HWz7|2<>{Cg^;kNc272MyhLybhg8< zDsuB=O>9 zzlcH=L~*)E!#Id!vUu4oep^;WsaNYrgyB-}_j=p?>=+3+zjj4u+JDY$SAV?xxL8LC z*5&wyL9TLMAGyWlr%HFLHLcp#RofMn8;vHKqSH+M9;)!H8&mIi9Dxxr`CcFTQ_a^GSE@+ke_5w_tL;{j@!4ERJOMcy)Tay8N`!M<(^5CX6>U$R1*}rZiY+ zEt9`tn0!DQmS66F#Julz58F$>~f+NTMGpQp8#7P?^hA>K*NJ=z1FX*NGVt2f7{2oQ>9W>{u;L zi5o0+#rD9|-dYO;-vWp`w}2UY3;13jsV%RLAxWX4b2I(fY3*k;6WgY4+x4k99PDvsK&;B+C9qmBL0v`53Gj@rrh=8| z?rlh<35P_QGAc2qiV)|b2y7xUx!mcqu6EWgH2+s^s*WPT;#G_{G9^z~?%jPYQ`o1`oJY{&O%vJpG}{K<#qQ5TS%OVWd#FkTGKsHHFMr(+@3Ldd)j)N3_5unr{iP*Y54w-yhSQ#i zU3iK(^QHjH>1f*k3{A@dd`z3rz_qCcUucIi{xAC~q}W$6u`~2=*}BmNDaKZviHueC zpELZ~!@iP(7pHzU@p7K^>p@J~7mQtgw0{z&aWX~8T}q0M0_LuJWT56;G?buZuABuR zxzoRgp{R^c?Ah&xqeIyRC3bADWUQU$i`?LWsq?^eS75-`DPu zKigVRp&WdqZf0?D!bsf36>qmJ?EZ8BQ}Nx&EP~mlcjp31W`s!+uD`^%;PDXK%=Mv7 zv~?DUOhTI`?8_|+FX$14D}Qmwm^wJj8x!p@jH!lG%gLGHCgJR{Ga|2!orN3&*!f@| zfMB4`A^x2$q{1b{*N+F}S^6)5O3%0($P@Rh^|c&~vfgPYdP%oD{wGF^@8h~Ox0QGuQ7%nwxIDaVd++&frLkSz% ziTKpK_FL`Bn5mc>@z6FV7!EioGG5;>a~yZ$wU^@HPct?Fd2K9*{|IK{D0>i}@!dF* zV~4VD<;1_crGHm}8p0uVxszrm;Q)pW2Yh`vKvrJVz8?;f&if^z0Xwlzg76&!QbQV~ zBA=Sm1$%E_@H0Ba5`T}fA;+8>{rU}^a-`VH`~Q76r&u1@S}=YdP&pAn63eNB{;>D| zaos6Ywv@ZlTGg)R7d!o-haWy))%>Qf+PNAMrK$a+<}>PfnhyqT^x6JHW&aLP?vXcR zr!)*imVO~SjRQJ~U?_##i-W{HcJgo{^xezT{{ed3x1$PWZkLr<2oRU{8U+;sF*%bU z@hX3g4&G^LXb|qHN9tnPaw|(^WO&G7Fa1)Wp)pif0a+5%^=Gi_(GmR8b6)50GIIIOt;s=u~rbdh#CU;n=SakY`5 zoA?nteOCnuss5W#0$0Dj@#WY~-wk~qoM45%C5f3QJU2|jUIh4Xl!S}p(77|+fhd1c z9thA7jK4hf_N=x3i7bi1t`l`LM>0h-Z$#i`P;(^{L2txh}}( zgZ;jjOzo$8qS!e$^{&t*C=({i`Jw7grZX5-I-$5r%?vPMUmNv~j@!)h# z2EtETv4E-ebyLDYkh4|{UTMYJgB%U2k0t8;OyHO{X{kHiw6tJdf(uz%5ofn(N^V-v zFV{Il!57lm9(1GOehnV*yvQ-AqvtuMrDvnFx-4}CJBZQMEKs#aov}2j1w?;VV;sob z#-z3akq@>s<^$2zmhq->tjn@%eOE&?Er7@d6p`|YYZwEwr{loRkr%Px0p{v3H zmG1QJnBKBStWS|h`6g2or?zW2laYhbAL+2#cv0vEQM6QXz8nVyGSv6D1bitW-1^v( zP_EGlI}9zpraMkU3rxhakO8}RyXX^`6%(wOIG?|i%P7$2@_f@mwT*uf_@Rt?Zr&lJ z+QSFyLI)ghHDmQo0ey<1M!oJ@TFDT*(Ui1c0baP%#f)>RJ`x^-4ZdT;YBgW_T4$S& zdm9&`-2;oz&V{R1^!si#e*5Xs>W!_g$c1($S(=(ZHAnfdZ?*(?%E3?>+x!PmR1Ati z4~k%joe}mBRYt{n_a}d06wnN^!GPv!hO!C@`md8|blYQXIso=%7hOF(1f&4iID!Z$ zlBO<+qR0ZVOIrgyC8IYe7v_)dvDpupR+qeHQ}2ApOetKs(+$fG?z0sl?AWvj0G=Di z16;Jad#m^RwGY{ubxTm7gzFFDb|hIsEYFS3u+rThL8(v(=Lvs#%a38)^Ma|n9_#mM z@p$RV01!>Z{b`u06qNuvF?aw=9p*#qW&w_PCOgn#sne<@k^>9t-N7&~uQgND$C1#s zRRo0Y__R#~w%Gvy#|E0mkVXAB;BX*OV~gT5A99VaB3Gzr;u~^GlDI;usZ*Yi-yYwV z<+5v(8_U5p(BOZA*ryWmMQlgsrtRpZqwz}ggAov;L8UnLXdt3_TE*aIJgTBuQS?I? z5M`a~g2-9D+T``llC4G%qVrJ!Ycs1q#+PwNmx<5aTP6WjGqT1_d*daN3`P+cj}CQC zQs>IXH%b7M=}6djs#Ces4KcB@kT<{mJjl`Y@Bc;FD&@*k{=K6>eaMitSTBEBJ{QyILdXGeA+ocln3VuBN z@zIVe+MSzn;tDIR#1;IrV*US%vwGU4?OdHQeW%~z%19T``Jpoqzdzn@%X4q2IPnC& z>f%$lH9%_MZlHQ|b=8{getwSnZ^!T(=F<~fME`$VKlq$6$Nzmw0jPi+d)jbvT8!V1 z0RA90T=?Z}fw8)3x6K!{XE>4h>20I6WsZ!r?-yA#iuyw7&+6{Z6a{^T9UEi6l*gZD z0NwakA8a}HOKplwq961wsdvx}sf{O~-SA(RZV+kEnDIo2@4I_8^1z7pOjo)|3-dQN zB4mHO;4Xu7&HjD?Lt53fOEJ0Llh(`Of~A)!4tP=q0zXl*;*|5vd;I2*F)E|6jZ4o; zz$Bj*zW{Kv7|faFIWRnsvdQDyB;!$CL7S@>WCrk~5fmxR3&>^D+em0-$?dD3uW`Ns z^5*ID*Vn{l(y{~m`;`b-Z^2x9_<{qx|EPbG_wQ8ly*O5%QHhh%=eVA_Tw^Vq?;isl zGCy;*y=)^P-J?j%?#AZ0f&X22lNtdEYdSYn?y z@RD0YJMF*+KV)Ofe`Gk1SiM9z2almBtQM1+xG2Rhh~C&XK(bFH=Oh{`Sll{-o+%mR zc>+Fy1DNZ)1irJ_11s4G`mto@!Dwk;^1q*-5V*u_P z*BtDs#50MVL#&)UQ!a>tB*a`aT>Sj<_31`8D3aoPw%=(kB9=yP=oJ#1(?)FGyb%0- zy?gQF&$-x0;pZZko857f<-QQvCKZt{!(_8NY(9A5_AU{^yXdwvU9an&=B+Nw#oyk^ z3?{qZ|M+Qp7ep{TRn_*tyI+5R!krBLILZl23mG5`c~DQ>CI>D=H^oB zzN6XK(IiVYEJFW^?As+u>5w|LT0f2}SjF|@&q+4bJD?5%KbEZWd()rcKp1=d*(_CDi}DhJh@rX~=5#I>U?PzwmC>I3a`d_)3JO?zDrC%fJh$Y*~jV(+c_w3WhR z8vR+*(Ra@2#Gs@9IROQ@rHgsZKktdUu-^D@YI)qFBzI_9@qek5`|9^@83+M zKO5#qqq4rJ>QZi{r%`_eY2+Q7mUb81=EyC;Ifhqcw%Q9b;nhR6*DZ~kBYx%NGHCtY zpn`C;cc)B^OhhvDOkI@2!PF<(VZ_qw@A3W`T3uqaoKL{P@>S0VFRE3Q?!m1sg~0o4 z{_=mA3K5eG|58Zc+kU2vw&ADj~v__T=gV*Z8Zgxg7FB3a@ z#NS{hL!$W#4u!y`sV+?m;`KB=7gq?zKicu*RVgLCv(UhBZf(k%6y>a%r2xfEo^R2vNXrX{AQP#29rl^Ej4= z9F+iiZ$0*8>Y7XxmQZ&5jxaZN$au-G0o(oA6lXqM(|3OY-l~&cVC+@9m6>CqYr*A2xWPVjKRRwP|VCfCIHe^*}2w;Op)sECk3an4=A#c;#;y1>MLL ztGf{#yBh%pTLvT9rFBw|#dnu&kF?ER?M-R=hY|0pTmsRh z5g1I27#Bc&%H>(yRz=YaHq5}JsmlifvR<1ym&Ps99Gbw03r_cp(}98cwGP=FMSde0 zm{Al3*Rx*F={U{wz zS{{D`uuQ6Kr02d>(~^>)0tz7sCv#mD4b(oSfGXi&T_E8k8`-OD^|7&$EQ%2k)<`sg zM5XUQ{%*ih!KZM)+or&EajpShNpNiV9bvSZ#?w~Qus|gy!eOXl+=dH2U*y@w{YKHI zJ#B8*et%<&KS1@qHh&&42hGaAg=Jv&`%Zu49#r(JHRa3i<}%B!T*3^J1KK34a+H}+ zu*=WnHeKTuFE^)fft2Y6vWzlHHrC-bI>YoCcK}$Y(q&Iemp@ZFDbyncegyvhy0MKE z5^Y()ORGBwWZ;Ikar_xlLaDiKX|(rDq0)7kkYkznd6+`|8vC(`h;O_!na}G{oTGow z8O)mr2U5?`bv7+RJHyrHu>0BI=t zbZ7uLK%=wY3ugkH6j0URtvEK<_=!S4Nk(>b|524Ev``3=kOQiZooZIw>$@-xe38jT zKWbbcoj-yEp&y2^BU7m_rTN4i{y%>w?+hz+a_J{wG7Z5HaG^Khz658pmVv`Ee(8#E zWHYHtKR9^miUN`OX*%+XX<{gQ^YPKUieq2I>4e1uGTCk<)s%Of98y3Gb~)1+xBZmd zA;2Gp7Lx)_u}bA?n+&e?_1}j!V5=Kg~Fgh?Uj>vlakhJ&3$(Ji2<7f^ii%WzP?gm zJot`R3ILaZAAQB$lV!EpGAZQ-9W<3Rg7602K*64cE4CwuU8RGkE|lV_P>IPQ@oR(s zta)BU>N{`^eyU<-x>I-Y{~Kur(+l6E=MFBNRrD|RHu$7EPq7aCyJghu$Q&;Z0j!}?5U*x{>&or%=2 zK3+App3Pd;#e@^)V`hK)?bUiBPlTU^;o_0?G24-uFVpx|k%y-hnS?jSlZ2$jBp9`r zgpX)330Jj<@K-IujJ237vQFzX zLx|}3zLxUa4wPQhbJ|gVwn;o5)riAYHR8tV!yO>*Oa<|pkwZK`-0RjpDBux#444u9 zZ5zhkD+aJtNsK)?RXU@5Q-i`M-bJvNP&s8Ocx4RAbA@*v%z%E{z4#k&?+SF6;d=%X zw>>Nc1T6tGlToQB4mmRlFHB`_XLM*FGBr4t5eEz@f5lo$ZyPxhzWZ13ICEjMSY(l0 z7y~$y*8saf5PN~02@FGVdJ=Cuk|D_(=Q6*2zoOKN{E*$YI?BOTbvGX$i}fbGbIv$J zC5s{PN+jb;Q6ihbcw0&|F|iV260z~ld6Q!{%w&oS_>HCn?Sqb`ggvxKhA8R41r+<* zJsS!_f7(A7if9We8cOI63jK5PO6jBo7_Lqx`jwpV_@WdBU{08W@FAr7Rg8~bN7imp zL@5j<+Sqw?OHpT|Y<$kz!+XPyYmWjdX%8%xy;lStYYLn(hmVG1Ru~>%)8cC~oTXA= zkuCvLF@ZwXQJe|B=vNFMl!KtW2{F~LY(lC?e>s?t#bFN4Ch9261w^bLl`1-La3)gF zg$Dvv!3S@m=lYI8RThL`BK!Id+r^b>;A;$|Q$+NLNkd#Uy>iyKIsV$^ytj;!^wKYpe(a zfA1vK9%NEZ`W1Z5b&s87lL-@HCqNY4ajYu)puEj!7F-I0# zCEa^G77~322`^mxCY9TulR*GV%sNL#I~|3=pOUa?3=AcEZ4d54QFI@nE~OB}1U!LW zsGzGTI~8qwB_)GSTOjI?wu%LsfL&xve}ZAjMbQN($UV5DT)<`!=1@FY-$Ipi1iU5k z%It!1$yf2liV1R|-Jq645nIe)Ehy+2gDZs9^4|XbUUT&IqBYH%(Z_bL`E@d$x8wOt z^^BnTZ}*zF?QC*6J#A+T1+MS@)qXe|J)2yacWNGDiPnQfIgriecn@PuF$mgYe{XC1 zgYkHRLEkMb30^HM$&$!R0usF>7Hy9Ae)(k$VI5?zIlO#7uh0KH8-Lzwo=v77+G)k% zj+@ubZ_TfG0QO^remXbrJSCf8KSZ2`wEE<10cRuuZ6-83F#G$aIW*0y$DXxH&e_~Zqb`OM|2Y}oGVJ{YDtS^wV4G^ji9T38dPzhK> zn^YBww**y!(g9bz6UglH{S1B2CSx?UVK^)yM_X-v5}RNQqsum{_UCM)_Zz`{!y}d~ zuLF9HJzsdxx2E~e?|-P$*$lUkqPGPmaC~`we!Q`DhJ3iJp2KE1ie8Nwf4Z1p64x6W zsP*||dU!E9Z4EEFycx~s?R0GX;_=1R{MF%nG;dASdb8KOge9o!eF=+}c<~w!FweZ~ z^b&?tZQc{?ar@?bZCIzTdV;`KCpx z(ZIGAsdR>@EDTW%K$b)tf7B3Vs2zfgK>#_XZ zBMGipjpoEb<)aCrih(GDExYe)iEiK!*g&6GIEu3>v`+!DP|dWanz^dxT}nTsYHrrJ zYij#s^`mfG{m5^rel>PqC>zm`$`(9ZgjgX#($$FKw;(nQg)CyAe_cw}(yw$#I=}K1 zBvrJCALCHgTQ7ZtkHIFyk-Zut*Rn_ihLqZS1$Be7d9u`cxA z`p)C~*b&kZsUy1Zf54X|!JX+^F21JnOM*Kh3@IocTIszyNJQ>%n@m})oOo}&JWWov zv~G~lpmx>=>$L;{rXzC<8rsNa+jclU`!7bGxdEZTP)R^C0oI6UDjcmACIWa9h<1ww zSqy}44Gf$>LR#A!%!>n;284rfCT72a(evKI-$$c>+rPCOpS7U;7mFT}) zxO**Bx?VpaEdVbo4#UL0k#7e}k+u$&LKhl^E;I^VXcW58D7rx_C!DMvGHJA-1#TvS z;=w@cu2I@-f^I@$bllrhVNLo^%f3RCfH?jyVT7W6Su!IRto)C*E z!ia=3^e~Nnz_<{u6f9bmc0&p_LSF7G?S4;}8Zvm3(+bZj3x6`6YC)p!m0#V_cwuf5 zq)1Qlc2ce#BL9**@-Nvw|B9U@k(B}IOiJpKtk`{$?u~S5m-u_E%_iZXwc?+HFd(Z6 zQp4mfe~Xcr;bt_#S;|`#x8`7fzs}GcRLyA)n}5IkP5*xSG@oD0{?RmFzI?GW?9a?j zuI%X4UVd)=o-GBbnVq%c(c=Fz*n!!}%wBx>^XCnc{xEu#JE*;|s=XejFaicVhhS6Y z9}52QYKr)x6y%Xb-LQPy2{rgG?c8iEc^k7ve=_x|0s=e+JR~eJ?;H-n50akrcX&k8 z$~Y9Bhh>e_Ze?BpU}Q=quLF35u=SI*L;Zg;I{!GCp3Oh~HL$!Tf%i5s7RyLTJ8_G8 zE_q*V_SLins`0RAAsSM4fRNDNN;A?oYSMRRF@-<$|U5D;2D0iaNfV(gQD)))&sO3G+(<`1iIz{uQ|#a?(o_v8-fO+u%&Y>@wRg;ytQ*oD}T32 z=(;>EcX?dy-jwc5=`y?G2X&4}BlId&a#X7U08_)+hwr_dzi+4WgR%Og$vB4rF9l+1 zy(ztd#1P%!e<&nmj>sZckhIdSf5#yYLV7*AJpKH9G9I_nG-RobBLdfNa1gAEa%^XC zZj{*=X4iR`Cg9L}oG`;$3FKNE4;y^bpJ!LYLC^?6%~Jp;RuP|U`HM!2xFjJ8xEz9PClF=?}MX0naw8`18xp9I_jN!A)6%CCbKiWL#`nf z<)>eyDB&@Q)OzdA-NkJ6hGDP9EWws_|Mh>W-843r;d=%Xhu&iahu&ibx87q1lc)kS zIhSEk3M_wf+c*-w`&Z~FRYC-BkmJf>w|25MIqajxhpC!J6)nLMGc@TDsdzlUej5)` z1Pw`4%426Xxrh|lY&05;@9PGLXX_cB{qq8ku7AI}c=JxCGlEfuGcvonnPm!*Y^E?r zgvr^}YWCw?q-gQ;)%*UfH}42h!*@uA%pG>(&F+78kx+r>^^Lp!gasyV%x}GGla*d@ zJYR1YOwF}+60eN@H}4n;v|@<_=AGI*Co}3=Af9HO2y{W5RECE_62VaRGRBPWs*ii= z&;x>kIP2tJI}7hOdaGkrGLBNlMn;ATQ$$JMf6+LFO?~SJzpSgK&8yb;w9-FeOe?)| zf3JTZV!bAmFr=iIC2$oy^PYF2oX-@>6!s1xgv}VrgcquG>&4VS49^mUFyY?Fh$4#8 zw4V%-daHuT$PiN!`oco&ogFiuBg%W9{T@>#5oJ7>*MzEc{?=VcOeqbtzKsBKK#jj? zg=i5&t&@!ld}VAio=37Tl6Fa7_zDj(ckS^T;nAW#;Yx?UyMd81dC0a}1^ z2M-B_g_S8EK-ni?ilh!x;Ccd6K;nQiA<7v&6I0IaMoPOlkIh*Mt8E`031y^<>aimv z;*ySk%!$Gr+!D%1K==J`N1#rc1tEq|C&dw{11zE038-T{4WJHO;sd2~a%dS-j3kz0 zY?ll%!Jio0(FAOl_$+MCKkDs*h0TiYIgy(Nz!HwHNpNt&JtZU$4*`}2pGo(!c~ zzec`UBn%A67ZlGwE&vo!mz)_(*ITU*fv}J^1P12hAOE4(ho&we@Pd?wF%VY$wV4kk z=j}$j2JaYeiF*jd7>hJ&(5)YM5hVenRKGZGcV%1LmBqony-T2Pz0KEM=estvN6nXi z5MaO~D<|O8sJ)uPJgxH5$0~zt7M5}ttE0fY%eVQhhSy>PRWQLctQ7#+T_gAyDG)!( z75u5VqIb5$FU1uuEO`(JDL7aG5R#O-7yc6&At6XWsgl5zW51d|L=zlDVGNXtvmo_D z%rd|N@EJ64#k!$j9C0qJ6UZ$R4iVyihhSIK#kW@%zg-wKfprK_ND+Yu5(0*hvDxzW z;>VxyYy}VB&!7*m<=%?knptNCH_F-f7yosoa4>*g6&DC&KkHR&2;fygjPo+i&vWi3 z8p}|D%gOFlD%2JD42siqL|7RM;({PXA*%Lj_TC>u2~r>#l2+&k$HyrY#Cu(Ty53PJ`j#$hN=5QM#|NkK@b1)=zV55g=Sgdy*NE()_f zj6$C}0b^M&2E@^Bx~-crF?H>^y8wCIn=Gc@{+e7rBzJmS)V`W2wRzLAXBk(PS6;R? zW!O!<)nO;QM&InpajFJ#*7Q+-VPx4nS#RszozGwL)?3-=)@y`UdmRUb?u&Ng?r!tS z*zY@bqiZf>y%%Ok8G$z*+|9KaOGe>Z*$ih{JS9(*uTu6B?I!mFu)a6Om38BX;7lQZKB2LujPoLB z93(|9uy|^LBXE;R0Itp3yEeKZc)ux1-NnSI80;s}8D?hlp~`QIWf!7jD_x!)=Czlj z^gUc)2~kKWLuA};Y}!G*AH6bKYW|Hu`r+)88CYDFt|lp}wP{M{dDGO}Hg5~NT8j3; zN$$toc)6`MK2p4k|3`3tkwRX{<%x}$G?V-48S;KQkK=_xY_H39%zWs<8rU_?$a-5q z<_osNB>I*cXKlLy_a=9FyYUaq#NU;>ZZJMXaE7vRDtukE;g-5b7^lrl**6F3GA01Y zy1I;z&mE5IoajI3LT<|bdZ^|o>M4n@t~rda#Cu$c3L242k7Ag29q3$o#p+VDf9hmC*U z74L3kEy%p_sx||E3>erF!S9h}uMh3SL1vQ5=iZ5v* zWxl@Ji~Sx=YmG9P98m*F^bBO+iAiOF#3$1CX6Uwm@ZE91pz=&k4}D%(1i?k z%6)PHlmYl@Si|%>WDWDbPh=jmhJCE7Ju`TQhm=FGV8^dd+d3={b8g2LG{zRxbHXri z99s;Zc(!4yBJCmMLwx^Sa{2{uf{#_n&f)|>4_ichzMN20$4iK3=Y%diCX+&l(9gjMpLc1% zzLo|rUK$)hTX`I9<><6>>;TD`McY5QoRLpcC&({I{bjcPy!R(&XVad-~;A&mdqz!5k4@FhkRgLy8ZlwWCE6F78DCF zLkHo8QltOkg#-UuIJ|h_@aY-(RF3#8Z9Z5$Yz5vYTV;gV)dU_3dQP7EcJ;my3i*HUA@JrjkgT6CXnF@gbu{Z!i2^>;nhjaM8zd z^mIB1s>5)VJpQ!wG&YWSi4!`^`JesEn~|$Ago+3avcAUAFGVEEWS@Ag9p{0~K%j+e2T2^6=H76@lg0Wp`c1P>~IT1{^pHw?Y+ zuh6l*Xhcz@B)|xek2)>T0zsWaTf+y(SrkEo-PB$K>A&xzcHQj9IM#aYBn1qc;=GYa z>XDL0jvCbk7d5eqR7?ntg-sxrYBfQereuOTElrbM=B6nw=ccKyMAJxcMau*Nxk{~{ z=&D%Hk{nT1lhjcxWKwp2#4(#xAmwOMb(F|-8X&3ZlpINDx(G=kMo@-S+q;l#9O%SR zQFBPqb43#p1`pJ9Fg1wjGMW@jmth8_rb7o*8xEdC7L1W0C9$5(a1k3V+pl1*<+6+c zBnv_{T|oz#O=k|~(sbyc#HK^DsuX4Anm<`%z7 zj#F&92uXE0I19CR1(Gx!q?{ARK$y5JjYQ8iiW8gYYH?7^ateeHWJDwd3ttYHeF_$q znjlHju}jHjIpYDMQcY4wHblnkB&DV+khI~@v;B%0@lRRW7}2E?EH> zI*Alb%8)GJ8N3vK4sjx2p|Hg}V;q4SkYa!NbP}X&#&dKUW79Dt<5!N*F*RLwDmKrS9cl!HgzPDy zN$9z@F%WvpLnA0MDWFqG3dyLIk$CXH`~am9kfvjomtjGF4DvE8AT4ZcI<82Azhlp>UfmUP;U$xktrPg}# zWHP+EoL`)OOc(AHHorJ_!|UnCg*%(z5j-1S|MOvL&ipx@z{%NSI$K;>Cbst{!>`k; z`Ss<+^lDjsn(mkB+jr;B<{#au*^T-45vf!X`BKj?-uWduu~M?aKb_6y==5}15zVYt z5lz@Kqai25$@QB>YybRi_Sa;1Hots3y=;Spv*E{o;iuvGDYb^#cLC2*VIM6)l)Pq3 zfanwIP0H+36yTn=nK*I7%lYfM8(z5YuCCwM58i(_pLz9og}%3dJ%~jdf)}tVrGlPO zi(>LDmf+QwtbG=38uY@QwzZ|r@^8QY;Y#rV^&w026)c`zzkh#rJGeG5Dzg{Vjy`aN z6R325U0@V+pHOnTz=_F+&W<@Mtmy0*Ebwv5iigbJjda~3L)UV0J72d7!deZuclL_x zX0PzQvUfe+l0L$)C0*~*_Rn=XtYC4#It15dG$_?;p+SQhj*a-$l$|y%hz#LJ6 ztM-8-CvQ8>E-+yk#4hj~FMjJZ+@dHB6}Bxrh);Q>_T|HCU*48z zL&ol>(~QK$CoO$oma?;&-U^PDy>jXVNBqT-)CIOB^t)>g(ZKrcdflx2JYm*9x?rW>4XDOEa% zi8<_kZLn`!`!F#RZ8On6vUQiXP4FFmL>vPvw*G~v51eYkF+AP@w(PNQyIi7=HFu(; zh_}ynUt_i0B319&xyimwf^Cv7VK?xf*AGKJ8X+GYPCnv2%HRh2PWI8rtZT6IN+&pB zh+3)74ld-i7mFlFn)<*|$csuJn2^A^q%U)}*`)F3%Iy|AH(0&N_|I{CoyR+W)%O7o zMLCXeJRZ*RxKDwNBQ+D7Hv2N)1vbmy^F^wi;8cPS)QRQbdF=E)2Idr6-gkjx z#uj2U9mc@e8`rJ#)1#%s=Mvy+?qKb1aEI2c_oDUMEk$0L)h?VK@Rov!y|k-1Y%J~G z5gaA#8HF>>IrY{%fz^co9C*N3`w66Jsr8dB3R>S`%k=N-^OYq#7ZY}0x5sj~j=pob z8v)EH)+7v01l+X9?yNd-sK;zDL?xoWg0R$HNjm2W2IM@eq@Z&{n+do}je0P;* z0gEFYYZhGZf=owooCPWt5lhnGdK>&2-V|lMU#%0a!%b6fincDc^m$wM2kd2Ge<*0E zEBAHzCXV?g2Y=8@7!*2eT7s(b&3gg^__ks8PM5m?D^48GSa ziKNgZ`(0U7+YV>GyVA*AQ(Q${CBd2}k;nu=gWNH}CV$G&Du5sZ255j_a|js;DF%p_ zJ{(CD!x9U@m|Cq_sz!;I_&ARQ9}#{e5TODUX%$YY!_G|J*Mm_f~C zbSP5yX%tJpph?DDiewu=CuZnG#6<$XGPc_1e${Iwg7pmSTkw@k`^~_zh-LhXb{NeN zi$|D2et(rxTr)^8gS^KK4ttD6$wcu@%u^p<>o^iDUGU{1l2NMkga=Gu)b^0}cp9at zdbIXp{w&&4k8@)6XzhtdX-_^;dmgr&uy8L+JW^bJF?h(wJ1tB8hq2@TLhYZ$4epB@ z4lxyp)Cn6_ukLZVP7)31lsyI{fnFbq4$d&1NPpmx%P_CbMTg&M2&W=V+*p83UTxs~ z>hVZL065RQfl0DRJk}3Vr+(QzwpCp#xE@ekT zmw%&|R8?Wj0v?t!P;}y^C72@_^pFTFc#P$!l&+|XO_jrGmpjbJBxncDb;TL0=0-yFTcDhi#qplkz^1qM!4O%Ce}SDVb8_c zXo|A#3rrp3@YELl+ev5-4M=Z=OeRT5!+(-TS+daZk0tKhkC>PiMga*3nD;}^SW1ep z+qC7$j?!2XQkrTuepwlv)AWd@ptZLvP;=8#iiv+LpJx#OVW+N!$6U0+H%^hE`7M^ zz||uauD`w*ZcAP+QYS^YoHnfK?0=f7YLM!!bw$|Z&GATF`a;0DE4Gnyg&JDJtd4XF z@dSCbghA>k%WM|V^>4QzYZ}Ml_iJj+9(K1cdKB94k|0Lcwcm5S4@090oZB3n6NBsi zfdDbIVQb{V4$6h?w(L$-erH4PVsUqj41os_8;u!xcGRBW!kh0c_D>Xm34frYwrcWi zv9$u^RoA!--L_@l7xe=qd%GgH_#iHSqHbe#eCUrA^>$@dMAW?+W{Xex@l+L;J`%vM z71=Qs$$|DUmi$cF_MAV#${wLcG?&N#;rPLt4CdaNxd_-C4B6kE7GNmD3*u3!NI{r# z7{%$xa24f!-xUdRdUHpTpV2e~wL(T$;e}Y)G z`ii7`dC|)fInROX|GI+mP|D3E1lwdz56{v}q(-OMCbku}HK*h~8qFv>da6bjUNLA? zB@vS&Q;AY=59K_KVSn?%tu)rD{S>M5nP#(3xGl=rCuAskUb~aSwa!7$9ek$rF#B|8 z)6}6Rm9I3IIQX^8FGmI?e8wQQJHwpMEc4+OGu&|Tlg<+9B8=HY%Ec|X54W7*=8-8R zPD^y=GMnBjM*M)wFaZYBPjQ(CO42M9;4(Vku(erYZ{ydi41c217)-=Vy0pCV-FR${ z)7s9MH_$iLu(8(`-HB4oSri&_3V*s2tRWkO{0+jL1UKQt9Of5^rVwY^y6f9B@HJg2 zXab2~HSL(c$Ar_4=G2_3#^Pyq7W^<^q%&x>R!MBHkBG+PGdO)?F>T?9qu#lrLb{%E z65qv2YS>y+`hR@xn>{kt;!l1$_)8!vjW}fPj+0H5cnF|yA+^6k1noZfZ0r|Pga0d} zp-9Li-}&9LM1T22d~}G|y1=s5PeNZW)w4Li?Lt0%Pf#iw}KC+z{btBuAEt)8s!YAqI>3=X*_SD)^Q))|1$~@jwXF6xi zT63Mn#rPOw7kAX=G&6tAv1lP3-4^u*IlQwYbayaTYi$|p&>Wl7p{y(jN)E0FYxZkO zw|uJ4-5r7|DRwxr8@DBH1v74NS^XW$`fOF2SEd+%-R{FVZ|6$%k^E`6c-ZYRJU>AP z!oj)fJAeAft7ZX^g;iM>b{g1vqI2S^S9SSrTeJfS%-FE=b8{@0?t|lBv!{5>w9o$` z(-xEE5qmkXL5*wqdrjtgLy~feX=yU|034oqz)CJHjR12?Kc4q8iN*IF98 zGfU&Epk`K=2t^I#`s;-+8(xcg?K>jpB4Nb_seen38wj5p%ifMZER$Tw1PhEza^f9} zIWF%i3vaDWq%BDxRMGX21e=l@j(5$bgpA%y)xZ&rmYuICDPk1XcGdcxiP0FVG|MC)mJjzr8qD*B2FHCp}^l;3ZHyt&=fx2GbQ;}61p9&$J8S1y* zM}L7??E`H_X%QGaRspi3AIY}Ykv(IE>&Fd zrxc;roG18bhh-=KYmYYf-lsg;`Aq?vbtF95`&aaG4mmp$`~dh(eG z5+7axj-EW>waxzsv#iFk@WZ+63+m>>v46JRR(5E7M>5rU9{v;aUpvY+Rh1IPSRc|0F!lxD>=yE(TM={f=^>rGqa9es)+ ztA?J9-`}jH3@z*^jMpC(+;U^~3{PFt9|_V?)A-(UgZ24yPrT5*0Qj^OP_HXt1b=;w z$G0?+nNtVwE1Lp2K1?K^pSV>H*?1Q2Db2xjB==Smgoc2uekV1;t<)B=r5>(UIy{v7 zgO3%s!fK|TMSnbY^k;HisckVyhgH#a532=kI4Vnj54F6c{~*mX-;uKn3+gvzU09V3 zmrhN4U59YRv{RJf>hRw!?Hou$J1zT~1$#Kg0s>p?;bu|KKNflYjeB7YcnrHA&sB)` zS!NGbI2)EFwf_LU{32AB5%dWYw^-u~_4Sv54+kl?cG(Q40)I+m0^E$ae%!*qfj3+* z^s68Hz;U~F_GBn+S30aTLw(Zh!K~OVME*N;)`aHhsPn$Kt+rb@Ki)8}wSeP;ulLd) z%RB8s#`tOYDB-KvNzuw1`OE^~le9~{oEq912;SP#3>2V>ydmPmzlP3UAE=W5tlSt4 zUQA2Ge_X)C1%Frm*_wL6L}dyaG@tYHJM=q#VB@dFSSpfirP3bN2?y$>vUJ|DHz8(# zIG0`DmM3(KLqBTT>Cxau=;-X=3n2BsA}AjY&*If*LF<1KuK9HzdwJRXf58hZ`XUU` zvq8)Tuu^`7fiH3nHCo^;B2`Cd#(8t)A)X1lYs(f40e@Q?jvxG?2&Eb`IS}$b041WN zx14`0;$(CrbS>C>3~_kmQe+XsIYKvgwvr=e>`^_MKIx|sWjuOY-k26mKtWbcNb9dD}9Tx=2LXj#HlXGg!rrVB! zNXRtZ$a^S3V>~;f)@^HA9%Iik2eXYEHd4dsA`6p6+VPKlfT4|30P=QdD^<4%#5fgE z8h!;1RWjao;%zHIem&J08|S9r)Wa`UsqaT_Dt{m45;}WqtF>U9LXeS=Q7t5G?Klga zGQ(9Si6fAy)n&)Fli57vRO#A6SbA>sp=^c^L{c;e0XT(q=+U%0CFMY{6UaDsfsr$} zq)Q+$CbZTTp)*xt(6PcL*ECb|2%fUPmCcr5p}J8)Fy$N@0;Q~mXS{aubSSfda*nq~ zV}D9E6?|Ygrg0_Vq82=tm`0hl)ZMzAI_Y^?<&vjgx)%y3L}jv>cnO#3VITp(A=J>9 zzowvM-3yU_pysDv9v+;Z|4eMkFFkt75Q-Mdr;YE}%c-&WMuH2#*!OKb`wI`l(Or3} zo~VbxiPyC}M5V(_)7a@ut%6wzyY^Apsr~HOfw@Wij<_{gn14l zkp>ZM6J&dc?6CYTdVhD-d%F)(&s^KQt^v%yXDl`lCP6LD^cpa}kw7Ii8)PqixqpBt zUqF=vCZd`5NtG*~73izG5oO&1v|I_;Au7fd6hG)2nv%0R7%_IEgcyLnzTl;h3AEuX zo=zy-6ih>V-jIrQMQOqOq|ue)N^@q4?vB6v;r!&b5L*@egpANvtNUM-1&=Fw?H&7GW6~( z%Wbb-x{rNvI1jEK8U5k5$89^iE35ou+R-0tWcx#2-z)uMB4_=E za@7YArlAK4-+2(lMUO%+?0=jW_3gRJU*MHi_BVR?Q~oT**(KCWiLyNsC=Rj2PM1OI=Z+VwgiYOUV zFe>|Pl@-~JEBwPW6=|lPmHseODqEitWu+n=yg|$hrAilBfS_wj^zo3$Xs(SV`+Vt~ zIuM+?%b4C876-uJp>dXGhjTutM8MXJZpk5K+7{nS^YfOGO|=Wf7kUt7%W>trJ5{`x zf>`}y%0u>Zukt3x6@ML#(oJl>Mg+Y%+mR>D#N2OiN@Z={{?p);%7V|BVih`Onay*q zd_p`P!}(!t90MKHBzcWa==|IiT!IFS_wC>$?S~{2C?#e`3v|Yj_h1aanZj?Y4&PM~ zFo04;fZ2odmTlUn#F3`(+;H~b_AGj)K&$82f4h&r0{fwm(SM@22wX)3ho6|?o38E$ zwgLsUvA?ncij|3Ecbv$XgQLqOqnAkJT9OHS5@<(_$|P8cHB1zwg#o99Fn8vZk?$nM z2aY@0R3ce|c-kJL<#gZ%-d%dK%yIDzB^V3Y4h;P7$2M=eV_R;@GK1_^jr03w725VG z5x&u9i&K7R{w8WRPf)Rl;&@7g=FhOZLncCe@{yTH)0C#j$X`tQ{`l&D+ZU8Bm$5Gm z6t_y_3};!FG0g@P0y8p~A#edHf7MxAZ`;Tfe$THE^0IOf%?@WcyezN}$u`Mui?xB+ zKniRNFC~sF))Xm_l%4d~_d9bTMTv5qY=E{v5Ro&(bH99N%x8BqK70RyyWclAFTQ^l zi&+pd8Af7uvz{d><2;$gJY<24W;gllxB2UfMZh`7uTb;dPFH#H>4%Gje+>Bir%hJf z>GonF6rZo^?JjFBf@H39yVBM6S7%LG=*GT0T;N09v_)OD7yr2V%lGf1WEOCi@-!e3 z_-r9UmV}o1&88soQ9R!@y46)@-lBQ8(RO*86_s6DSz%t`Ee__o-RV`4mE~u9uG`eD zwg>Z~(W}mHJQQuQEFCo?fAJyteG9omK6g|-uSSzGpo$_@{Kv)Caj2UdpFug&CXh^p zsa0p))LS~jJqMU=-!#z6zIci-j$PPST~SW%1@nM$7TLXeZGYh$`*5}D>ZLI`UIgbU zgU6u9J0eoM^=;jFA>g}GckZpI)^)SZI^r~;M7FH=kXI(+z~&+7f3D!ted)GHLF3+( zAG$XXlBJ0RO+)MQ?Z<1j&8Gq(OmQ&s2mj8wATJSV@`7h!9@=`}tlaae&b5;#BWpY* zOBk^r4n2#j%a7Mnf=G`1NCrU^|Gh39<;n!YWBVPJ1G_|ACzvgy;w;4T$d<(O_HHw& zf5O7xl&g?Q&z0U{e;broeP47x@0U&z+ORe=83ETnZi>~$o`j>i%zx&h0Ot>)0PAJZ zc13m9QsnRmnK)@fiRuwb^&EeW^)c?G=z^;PCX}*aEJ^E9=f0dwA=Dw5k(*Fu!^4g?CWmjzdV%8)gh+x!YY?9aOj_61Py7Q-rBAAcp zQc0(+?vc7xZP&e#;1(I#?ncXZx^ss&?kh?HyXQ+K77?59(&rH=|6S(J7{Ai~5Mo9H zD3Ho{tN>Mnc5gD8{Mt^19RfdypBZ$Ar6zb~sooVsf15k9Ifa39Zx1N^?@8&4QS*`e z2wBFJlfTlBE$QG)@#9PPaG7oOOH;$nfP(`X^!?*TH%=y-79?Ee;=q)d(mof}bkN(E z3T%lh8);w`&TA zHNaCl=48Gg(lJZDZ~ins;V8jy-05+xOHeXOOD+wBpeOxlV5#R}e@ZQhkTpft=^g+DP|aDb*!q%eJeR++ zu*o-A70*kZ<;Fvat6WrNR^>jotqLbx*Tu$2VOlT>(}Pd%_(*ly>%%^o*Oj)X3<^|< zhdaI44#*!E#zg$cFeaGX@3H`p?}|?QBtoUp?&WvjD=6`uJE==scc)Tk6n(HROAr8y ze*ncs#a|PCzl_bkb<==y@R!Q|zA_P&l|}dYe27NRjL=I9v&OXhIy;D|&|kv7&T7CW zG#`BnzqFm+^>u9cAWm2$`;I!c8zsA9Nf4W|&sFkFVXt2`R?kJYDk9ZKHhE|E0^x<{Yo-=0e z;bJOkpo16yaXV_x!zmFl$wy;=rs)5)(@jAckd>#Y2OB0ai!o(AVZ&2tjsj{2e^Y={ zQFYe0@b#2{5rOOU1o4fD$G{;6RvQz3-_-lbEQy#Jz;IRjWK8(n4EJlA;N#SJ6sr|R zKfBawQyLQPiYb;(D!V&ix&b{jdg0L)Acly?HNWkeV&&`24kJhBK{SA)i>OjpcipBP z2VNAOnlnz;o?3(dGL}J*@f`1vsZz2+S}xw#Ja>%fgT2mIS*z@i6%4NW=f166En5m)Z z8Nlc-q?AIG?#gUsOllXV3w5GcAp5M$bvv*uOb#IY@#+%r>fKbe<`Tx}v({KPYc12= z-f>^*wF^vjD5J|H5k(Gj9yoU-KR+YCf)PSFDvr}qqF0`2q{jdxkP>4~>JUisH3;M< zgMGdM_Whu1b5nYELAO-Jf4?%WMoo0#MY$>03# zizR0^p051}bFF(Ij~wNU5{Lf3pB=val?Hh;ji*c=4fv;!J)u8Yq$k7m6E_12b?B>Z z2IBw0n}KgOnmxOMfBqN79YDtJ*8GVJMQE!#-4GmSjF~?UB>-LBrp|wS*#czfmu?Z; zqsy#AP#m&273Zcv5lbKmwG)W+jn~Cn{8m zDVaEvL4PpI^Mk)wo~kPWVubu7kS^wCpz!?KegGZkNI#m=C}rf)7_rp;0^H!IeBz$+ z@Wz!iOcO*A{WZXu6`zkjdVBNY-|E_*=$ElC4HTCzMhz5~A*c;3f9+XYkJ~mDe$TJ) zqrIrPyoe%IpbyDplU~rYNCs$uW-;JM9FH1VawWRSOlic! z!*jm#olEdyv%rg&Pw?#b+4YmZzewdGLs?4G#r55SaExfe7XlNMF}}Di7QZe3w)*Gw z_roUGk&Sm?l(2L`e-XvRf4)`kRunJwjlR2EF<9iLvl3=Ur36j_iEdBbtSDc;U#%&} zOI3A^U%g)uylmQcoqxP*S}!QWBSAtUAqPoascTgzqasK06j7P=UpBYDJJp=%rYdyn zm*!s8enn7%;C_?qFV-~4P|EpYO)`{F;f1}Wluy6=ZOs$8f25eEYn-ep_99=F=G*;k zxMyAX#ntPlufFojoyy;-jrI?Jt_WZ1wkw-Kp%nhva~2Y12?ZSz_)WYHSD^SthYOWq z%j-ARAYad1DCpRQ4DmEMx=%WHyF7M#Fy&R#wqQ%pGo0S)N*NulXM#67RhQ<$uk(AI zzw4%IIq_Bxe~Ad(ErPu<+QJ8K3|P#|gzFboS#N>?w!5~m2J}`e2D2O^h!BcWEG7`b zVsFZ-G^OrPzS~96L?}fV^bET!IQ`X{?XD_Sod++zFU|eI&qrvI0%aMw3{6;$(R4O+ z`2V3ZCaNDS=V)uFhd?y;R4K+lf~VYTsKXzfb?isFf7zaSyMu=kIXAfR1j^U#cdj#)wz zW6arV$^YD1=IJ%>?PczDtORi2v|B^)hXiuBug3|;alZ-=Hl#lIf?*C9g28Q|=LL9S ze``uU3oq;o#LFu^s?qhGeYmp)^k0yPPl=AyYEXR3L$Yi3rqG)o%MZHvxrr5N(qitI z)~Ds)gx1UYafw18flpI=0{Jp|jM?Xh9|e%Ei{|}S*XENQjH)W%H}&OGyg^C?I_&xN zmtRRlFl9iyv$Q%D0%?_ugwRt$$UJVNe>SHCNj_LHuh0p-z??E+acj>I4yO?)Hf(@$ zh!^rX82@hCG*~ZmQ!eSrLqTuw@CfwDnb3b4=cWjK3ZMlsm_l!wrxm30tDr8xK*7WI zHe$q#BF5ObQHhYVZFR-DPUD z2#&~W5BuDQ&6*Dm`eV)@5je|68m#7Vl$c;&+M}q9lFH?-Fs!XB4`xf1$mMB|`>* zE#$f3L6BerJAbn#bLTT^vrF(kKhybFO|{?JJ7;nUU4)LQnL_P>rwwY1>zPE7C7;OE z;;5mar$h~(IS_$<9ucr;b+@mKUk@ZV>6<7La@ao_WIk{5z0C@z`rRx;_|W*}u2?HV z=u&9LXf}l(v^J4T+9B-Vf2q6yhn}z(t%>wPemvK9mrlXi7h%g@OHUHY&AKWbPfMdx z>8Owc%L5}{SjK;*X)pWFi~pW+M|ytRybO>_&LrYAh2n_*J5z^AQTg@pKKMGrppWZc z8MqWUIiV;G53~;kp6vO@^^<=An;7Q(m$5Gm6ahJxG0g@P0WgqM4RiQ4V{`wm4)wru&bj*Fr|5K9#K zab`I4%?uY$9w&J6@eSVkeRu!n*PBF66jBLICija8i7}!)o(N2kV)5jDKKVWR)73xk z|I#m-5R5oWCKORj{Di-M>Aca|)s!Y8YRb8`X6{~OWD7r-n=2Ye&wg;xp4awgws1hKv+*ln4RBw43Y37LQj1N0s|em&>qZQ!OqKgQu`!QB)qj z%nEDM{L$~4=HD=8jmc+bEe~K#rZlDqK24?stP%&S)Fv~X9x;x8tbWK$jfSS023t)@ zf-qIb%t`%(+W@&VS?QlZFq#?v?4;i{O01Ab;!eZb*zaj>jW>yxa@Q&e*irU&{3Ym7 z8Esc4xBj&|0fjd=i;ITT5y&a{z#TI>C!D>4GlBw}&zn8D$;kiaBTBm*eA59+w38IBQ`F<4q5A`?IR z8>R7Z-tW_x%Lpu;fQnO0y`~>i`{(8%SfSLjANnyE`{|0rk*VrF9tcVhZ8x7tq&S5Q zIg*t74c{+y{@BJnOija*FL$ZQ_1l3UzupMCX$ywpgzpG{pKPrea+>#>V34T$q z_yat(2Cw3OR7D_1re}_ncXtpmQnFXL48rFYlP?FQPn_q`ZrwK=+}P`XQ6f)bBx1fM@)5>{8i92a=ILT_ zF|b)x)b)Ne!4X&MB#_mvY7!z!S7l~gnrX`^Aw%H;U+lA^qhcD$6Ib2{H7rk7#XPuC zZo>5H$4-3$X_vj$anDQ!`2Qsrc%!*`<^m4Gj0Ol}_&eACt|uzd9#z)7h5iL_b#%lio#IA;K2zPwUgVcbnP-Lv1*b zT?QpqU4!BVi$GM~zM0;cogZFNNkQ6^(m9ZbSl7sh3mqy2;w=N5UFf_o<`6g+h|TwfBUo#) zm(D1Q&@UBLXBx-@Z3b%AWL80cyOZlK;^sHbCC6(ks74buIE*j1W8MHqA^Lf59Z#r# zz8AP6(YzbUZIwPaCTLnl@x!h6Ff4s2xDnS+Rkih_Wnm#1r7n=%H=wT+Xsh%eT@<-d zquavDO*d6q%ppH8%GbSgjN7VsKsNKLC`*55z@wSYW=*EM8v^bL5q^Dq!b2~Vds$22 z-t@xL#O8Dev@o}L0G9C7w}$sT;z`keQS~qWHXvL^Y~X;w{f~T$Uf@;hUxclrE?{Qg*<*5t~4oRei*M`tXlCw3?5V-yAW<*X6KlnUA$6 zP!I#gCEAk<7KvmFnkW~rwbktvj(em2r^}`Oi2SrcT)QD3*X{I!RVR_KH|ei`5Nu&@ z^A7?1H`slwIVTvJ!F7!{RxxrEW4-};eFCa0fyBW&6j~zDUe*k}O6M=9$~?Fq!Zdm? zOCKz$Ba7qKN))2&ECzc0y(q6UyDyE%*O=&IRW#*ze<|rPpq?eud~P1EpZ0+Xf&?Q6 zZOmfTW|e`BTi63a3V{Sxhow}1l5DE`Jg>`}n{n&4aPk-&-GO@taNqOU2%>`egAKao z-*lduP)2<$tX=AAZpZpzDj3xH@|7jgAdV0FSv&BY+GWvL|1xuZQq|uZ3?nv9;J|xT z{?+LDxXPR$$=S)Cqn~bbFkc%$O5|(A1DF=^OjVg2(87MO<2PqhmVj)EZPS<6bsz5Qv*}^H zp#gWgJK-*f>ACrhvg8;iC@AdcR-S=>U(bwV$&>9Ivj^>zINm_(&gC*_{juzWJIV@B zixGs`j`y@G?{%INq#QcWVYq=W9_g%PjA$&{&g!ho_uExj6|TL1@!hLyBiSfjJr)&IX{)aJ{lnjtOd0gt|D`L&Z3{Du zWP9OocI*1CdGvyYixhWZ@^*JQEK*nzUvM%++@G_lg62zl7#h>Tq7V0P{sU50Oh5`{ zZe(+Ga%Ev{3T1AW{tXTXm#S6`76CAq;c5dZf9+XYZ`?K(e$TI%?UTIlFcc|KQh`3W zX`D^bHbLqx7TXjCN8-$IqYR zk7pqbO#PuD6H^w;Fp5AuhX+BzD0`f}?7-fCs@mLdX_k_Zv))iy$o(BFW!ZF3xj75t z;Kuz?H4d%RR-Q2$+-OtF631@NSRBY&e@lqbkzda*6Lz3|8L|{!Qh10-7Ik5M&zLyc zHH|Jh+S&Y_$=jW(thCxxUr(dx_Cz2Yoa}{9LpYP<3veQJxp7{6gqI`>ns(Kw+$q3G zpEcRwq$~;_vebvnhj^M7mI3n8-rk?Js^qmSH>TEhySpbT5gQ!zc>v+c#r@O1f0VjH z#dfP^Y|TvtXlv10kiA$kmJpG+H~{qH4*F(|$tv{PZC(4RoQhOAHs}uSWq|-Ao73CwRbM6EFm9cvUN9e?fI~j*|yI z{N)G$F(*7?pgRLRC&S^6r^|j_#!(soX~lpTz;lNzZU5G;IvsnNe~=s1(~IYy5w9VM ziSXcC0GoJ)5&TA|u;)I%RCin6`BV7yDQ*fmi9LBtjei6)!A(&gFs37^qX@4%l*&@u z+Y{Wy9y&bTf{XT(F14&3e<~6-i0>#SJFqknB&EE!RBg;fX;uBg>{fb)kVH!2bYQTx z$2Z7-WlT}2#`9o^PQmDuPiQ9^#awo~qn6^psqG+iv*}r9&j2FMNRkZBpU()3 zNIc>TE}8Y0lI87s)7p#N&LK4>Nz6|PTXF#}ESyrJxA3#2B4^@Fa3r3EB#qOFv46kM zb1ybJ5?d`p8kEDd8Ec|Rq*4TSR!R4G} zS-)}?HR3U-q1lp(C!vP@|L%qbZ}#I=J!KTfk9_PUZCh6uf0!4hg1&O)E7#_mt9QS= zoa;r?5P}emEgp6&;n=NA3Ih(D1nqIpUoO-%nGwq)lBU@qcL6KOvcx+d2`mhQwo$&U z9Ml1{z@YS)f3dl-wao2Ue9oXdB4IfAlHZNOTmYc|pdy~MQ-=yB?lV9i6%+SeJu~Bf zLio_&o7KO7e^Tz8A?)l;{QGOQ`y0Wfc;c$!~@z;(1!^82qxUJ+)=kxAT z&~|_q4gH|Ru3kW4C7b@ypFz>r`7j_?2aw01v9)v?JVej2E27D7QJSFS87f7Sf;8>T~`HpU^3LvvMizZPJ1 z1`%@tS~~|v!9c=r2;2oQqlO8>;$e}7_Ai$f;|5xw_=V8b_<}*?aj-9YYkV2&tid0r z1Nw8Fb9y}e_&=Q8TV$9oE(2={& zf!K^f$?5)yAV`$DuN{zdj$2vGCtF@#J^MF(wgT0Qm+=h_6qlx64HcJQEfp(&%~@@4 z+cpsX-d|y0U+k@B`67x`fPF~art8qALy~O;wxM8T+7>E{nqJcR-|r~OvgJ^Too?8G zw6>Jv@!s#b3mz>;c=YBOKKOij^X$b%C`S>BLK=>479+wjq5&TXOi;x5=w?3pZT#)z zkDDL6LnDGwz`_wl6cb1AA+HjDlUb@47ZKiL$1q|nf@2L?Uc7(zJ#}QgTbV?h$}QQ# z6q6|p#dxj$O4jw-KFD#Je4Y?I)@iabX6^`dStV=L+}%9aWs)u3*J`Cb@({@om)%Wk zbEiGx&=7IKc2b+%lqz+6%Sz`?ph73v)SezqsfZ8;1*Qb7##^hEm8!IV6_n%g@0jEE zqGY}7?T<|s}NLZC4L4 z6jMIM0)Cvfv#ayV=k9CI3U?Fmxh_f<%J709j&O7HNTLW#0A56rNRI{AD#-jVrjFp+tgQi}eoVs)GFB66%>pk~G9lws z-KN_8#uYm_6PpYwMpn6}`9{r?*pbA>+S8pb5-2LAqxqtX_P*PV`&4n9%(de|#+hlE zZFKu(UkoRM^$6~N*R4h(hQ&CxZfOdtecDRIu=GfTCeuKY@ug|w(o)$H3}hR3UKP3_ zqT?HQ-@NLX$-c0@x1WF3wz8Yd@qv@x*1}M@>n$ID{pd+#a9_meLp6aT&gmW#;_C+t zMWn}MG-Xh9F=Ktxsci0RIw6um?A<{hyW=oR;Vw$;T_Lo8nc&E9oS8W|?;xzFE!}CX z-s`m~HZCtytv7j>F$Z2xZ?!GW7PMiub?d0d&|8jy=^AaUtSsenVk zcPITJ57j1rgdQ38)1$kkbl#bntSXY*x--$e?B&q?yR7glV)1H6Qd<9F0Z^*WQJm)< zrV(JEU@+5YL=oZ9iTUv_duJG?2KW@~ynlBMcsgwW^F!95!`6Z9AndEGbBYOI=mE zaI#f@g;v$tK{)GxuS8QS&8m9~Q~_;8?Ve`5IN< zW^v{H9F8q#B8~3x_?%(CHsy{OBOvCDqET zKf+WF{OHNCLPDq%T$~syU467po_+V7`x2+B^p(gEkfQ7&8@fiBsyl_=mn9lmL>iKlgc zLQkQc|10Cn>tCn=0vEgbsv86DYIa{?g2J%t8Bo!@aD_y@ZZDj z_wl?Mxqca9)yZHR!G?MH{ms<`9)5m3kV_T`klmI7c(ITSj^3lJ=jj<1!#GHUVnTeFyK$TUv^G&qjx%=o4B@+rEAJ?S<>!?xNLwCUFMm(x`OKe&McqQr9;H_GUx$Lc8T2cybK1$ zWeRDzD~*MYlYE#jc%JTN!*nNr9$C;uZyx9=I}X z3(>>SV>kKt9X=$PTG{K3H$_jTL~1xQocZP(8qYQ}JbUv5kA7b+pFF<`;~7Uhq~UD2 zo)Lx-4cIKg1aY6umaEw(@8|hH%U}DCW(1?a4`&onOw58m=7f2Fq7u1mWTh5Azv6gL zYCus$Iee{G*W2>;BFoG=XZIjLz8`e!#A+p1^95ztYf8JC@2&Pj#Hin`-eqNj>Qolu z&F@zevcmvT8h5LaW76}hi0&<2P!gk%%@%~Aki_PT&yp5lKS|&~H zI!}ENfaD0pl-%ckUOMGo?GS8!K4XU0rG1x`o4Hz-HrpH~hI2 z8rcZv-NmO0qGY$5aE2ctj{6`g^R#KY5M5VgZbrE%T9LVbo>DF$2on`l91$G$zG3dV zPYV{r9vBcT2wjkPzVJ!py-Az5?e#Nw@B?ork}qN-)lBT&sMwHItu0hb34%Z;zrX{d z-u0YfuWigsvz2Dx2-u3+yj_XLzUp_UW=0e%Gto-`eYWkj(tH*p9;g!sykHhDDw#=9 zOB;Xn*gqhDo-Ht0kU;wg>{i1l_RZI?wxZa`x{qG{`{AQHlo!XMkNAk`_;CIEfY^I4 zRnp#CecK{YaU-&{`F3_7PKvH4KrO^5q_hu3@T6Y4oD(=nq0cjuQ}D)+Px}y7Cw5mh z2~j+xa$0=G*l%T#$or-H$mjG#5P&2B^f?CvPD0Or6Kj*>dD#n|s!|MwJt&H-d7Eyw zvbx-qe^0n1icp04v`aukKR|>SB;;{?Vw7ASQ;$Nq>!D|>RhvSn82Kz5jHpYSNck?4 z3Rru*>dHp_Er-HVrHOegWOF+wfRxpjdTdn$K^ApJ@e_^uv+lP1$<65k3R;iKrp#|E z3G5($Ta8bvJ|1#DMlo!9M#Q~rH)hYItSUKV=UJimu9!+f3{c0NT7#M+sTV-W>5u(c zSN1Xes)65nYUi?p8|62VwH=Cz$~w9z8#AcnuB`f45cL#Ch30C0Gnj(N&>HfbAgN! zNylkMD#jpu2nka#sh5Z>GajPeE!0~x5+Ew}Hku<%DFB`sG}sBV@g6UCV~ZimxpRCz z)DE+gtSSQ$)XR<6tOmQC6qQx7*$SXc&%D+`(9LCJ#fS%dd?r>U}#XBQDe2mQGnWQ&lsB zTHbx(nBoGVrd1kzde+qGm6TbQ7E+P=^uF{U913rAR^fdsvt5TMN3-PAB*}MGsZ74< z^PSr;_`1tPAuKcJ)?(f{0|sp^`h5wUVkt@b-I$~n{uk;D^kL~qv$WX4;^UG z765^FEKtv`1?tUKthy;xP}InOA^Cc$@BiUJS64MKZ9EKKJ$-5h%0_j&5K~Vz3}&?r zYV{!O28I)KP5YkSZvCuJsNM`(N(~OD!V%^R?0**=!4^Lhj@W+$N90H2QQ0=jz6F~s zdUUv(ID$&ilt6l@iH;AIEJ``TF+0Za#=GC~#nHRX5Eh1^OT4iqz?Pi+-|`v?fF-NM{ytMvvYVW2sp)_iS#0X7%5ABjUS zo{jnutzxI1Za?-^ajr#0fYPTq%oVnjK{wWgg$6a#vWnqq*{w#-t%kgFwX)y%R;jqo zB)S_RaC{tdV(f3mP|4;g|6Z4iuMoZVeRzIX9P4F9<1r z$tyh4kWF#swuJmS+~+7VXwbPNMONK;49pUUd8U zpnlx!_aPl5iV5x){s2-L8NOE6y#jmHH0eg!ulA~L3a!n@3(S|wZE3fuQ?1>9D*e61 zihwdC7K;@I^Kxh2bysF>QNb?4BY$Q+ZnjmobK@HourZDZxQTkZmD#S#)r(ivtG8|1 z7EN1ZP2i*$yi22`--agseS9U!Xzhwnjv^U@&KxDo?)ZZcG21lzfPsjU|E$}%vsHDi z%vqZ!Q%vct3_cMf%*dBe=N4RlT9=Fj_ja?E*P|-SI(X&g*Zq10mf5F+(QiKY8q#!jTQd-F#WkxvE!`P8OxGOPXy3xxTZ2Yl|$bt|)fyDB7R9n;-1MAVj$ULX$uUf04%$DD3Rxr|mrzHA_#5Iv zBi8!XGogMg%0Si-5=BYuQ?myDi#Jzc(~!hx#M^C=Z5>WLtxkY{wXbrub7(W^*o<0W z+kWX0D2sKFiDDGRLt1N9ZOA&5%T^R}Ad_U8Q+r0*L9X^WAw+siAcDoj7FR|4=H@R@ z@w<|qNS-6KAMqT##!}vg=LGzH9naDK2hZUX&ksNi*IP&90Ev88l$$Bl7bQd& zd~6<{_W6+3P)fjx#`B4d>0W3C`D5P)<}53Kjd*`*Os4-#Yzx5&{Ac8NJ4uL3rjfqcj{j#gP`(B zzzKGNhA(8&)U8glZJ~zxEVr|!8in7?2eB4h+TZ@2V^KLCk}~ZsFq_8 zR>`RG)_S^XLl3tmTwvf#jA!=3&Z>CXwAJBYC~mrc+_ZZx7O-SUNH%rr&}0G9GG8Ki^D*I*ErNd0w z?Qg7qMd864ulCDIr*dt7)!&^ln0{FWGzFtXC}y*g5Gx+yIarwt6sE~YF4LPvw?)c6 z`4HBR!gc#FpIdX9V^6qnd_4Hg18F_)ph1}T^7Rt*Y&(4*C{5aJ*KcBT)GbJU&2=_H;s zGf5w43X<4Rq=o?P`rmhPkQ5Kg=X5fCF$oI0SnTob2RN9mXTj{H=42{&FiK7v?(in4l+|~kPI-Rj=1lX@&Z}UW61;MnHdz zNE|!;-v|l&)4nc3CXPrz*dm~y&*^-Z>0j&1<7U0|d$RWCTp8!dN@Zo?K48QU4(y%; zitU073E|^=x=9MK&P~m{$j476hClZVdHI%;eK&&RBQ`QV8psS>Z?nsL{#?#Ucy#T5 zR+K9N;X7cfr zIuv$AQPvt%z0Q;-pzo~E#biEm6vq5fO0RC!iBZ&*#hp5{;*W9%TK}BT1zE~t(aap? zFazr;whXJ>`T-g0WC(IyVGhx%2KR|P{9@Md^gAfT!AA{#-+g(+f z=HoihRu;{^n-00E3nNU&1~73(jGB!ToG#@M_Q}Eye>0sW`R63BCpin}hzId) z7)Ch(A`v|W!w#id1T=+r2$tm#*xL{+>UJ~{6l@46?lb|%ILX(gr;d7mvpuaO_;x~h zEKmoc#^1*FEAt2DFGrvbCUcw2F{1b3Rb)ZpNAW6wM!f3TXw{>N@KwEbYo%pXNt>AJ z87l3x)z+`*t=yK?jeE~!^1a>fM9Kpk#W?ImKj2F0dWX_$sx?|=7jsdTor zrF;jpnHDVQQ=qL^EB8fzvG9Lch#`u}tw=;7j0k(ki3Tb!*sr`nM?d{|a_-)~1!2&N z5E$Wm7b*Yo&OQ$;)BC2mb~l!PkO8bu!4fbszIPPw<5{{XKwn?vaxdWr9 zF$%h@dBgV7lXjR*Evr(>LY?_NTe*+0in%9Oq53z$Xa0PO?I|(cZ_bsLNXU>2fEFrC~hw=S#Us z<^&o+R#x`>4By;&pvsa8du0{>p2mdgqrGY)EI!a4^AO`YzjxjbtaDnUV@8hb6 z>Cr_CL!oHRyoHnWZZ=X#+A-@05qt2N_$1H$p??C2p?`@U4j-<3ju^+i|1xlT)D_*Wy#~YHRgL*z zHwe$IMN9Jr9mRMBrU5v*Py22reK$KLMY~voUk-68!b2*u4`R&?VW-{F+%5+c8W%VC zFb-lF?8quXoI$yg*b)J|010_d=*`88e*xW{1(#v(6cd-_d<_=@FgTYXKnN*+y;)gv z+eQ+8_pe|%FW{CqnFFV*@*qpG*SnUoC8?ZL#amk=U`Wmi2MdQC<=1aFW&i>tNSRW+ zF9bMf^z_|d59n+)qqFy~=+5=+-K!tp`Qa=gk!T5*1pixHkV+ zWzlRZbN^M9_Vo-T*7?f(S(ZhHqJU?jfoHhqk|=aRxKXd?e|CZ-ZG?BlMZ=To3UKP_V@1UT>I+An9jiNS)9 z2+m%R8NYxTOQTKPmiFq@jF`xQk6$<4wHoJg-Tv}GPm7w40*x~3}O%ypZ zw(0hS+gr7Pu)YVYxzw?bK~##~viWKI8~pS&r?2#*Xk~stJi$6=T>t#*Ey6=^#m{I`+~7ilNb~a0l5))5m+N4E)V;d^2T((FFZFyy~Tp@ z1#^v>#-7%HC>t3+$d$F4u|`?-xxG9sf-2TKvuNtyt}rhq0wW+H@11!z#R{+l8*oBK z;z>?>Fv_PSqU^-Ba#56km+CGH1`ugqPTwbf80`puIwdCq(};s|f=42tKO*OT-t744 zLtd*=wiuy)+)UPKPMFtsIVf_I=@|6d$h7`=w=Pw+F4E+;35Fp^8}waE=E-ESAYtGS zSl*n#vO{|Yhm#5R3yxX^?ieS2gDnJM%sXxi1|_AVNYv{5zPi-Q<&@MuRv-6RJbP`m z*fRTnSMklv7Q*!p7?%scEzyAOwOSoy3jl$-L(3xH*RL&p5FX)CxZh6hQ<*B-Bm#L<);$!0!KX2QQ&x4{TO7KUPhaA$x6P{Cv@Mpn=jl_) zp^|0`@%T$R(9cWi_1@$6EZawl21KC6jihT1$kR=7o`e zYr5B~_ILpAn*71evlgQmq`InhrS~B6TaYsbCPz>eTTqK9FK*7SyU{#(7SLkf7ifjg ziTf*6%S9qW&*o*d!)7WB)l{eHz@5I@z|0CE~ zuoHv#ys4ooRc7ApI_pSQm<#w8%O9416^8e1X7wj9?W|qe;Tw;4%v8?WnF+6V^ANg5 zW(dy7TVj@PbN$~0VhrPt3g-sIG!L$bA-&O?)E@r$o@2@WS+-*#(!DKooylBRXQpQc z5utPkd0ecKUU#Qaw{^>KmFjqHTZ0P0tJAF0mL4~;XLd`?paNp33?G=YyWg!Vj32D+k$ssPzng+d)(YZ z+&ap*H+$e2)DyVo2&pI^>^}_TwqgM`1(}0!T;@f-z^?JNX z<^89W?i=n(f8AJ1kJ~m7zUNo?=q+M~4?PR? zkZv~V7HAS=T_ix#11-@u8;NoyYB&4uJA6o%yt1>|Y=EK{%c97c;mkMR42fr(8J@j* zf)Ad*E}uMm86~q6r4fy0%k_-l7%`U4VjLjCU?`t`oPVM;Jo{_;d%te>aS;Z|oMOrr zI9<^6e{4ZRJbxwiZ|&--d)e{qGv5gJa(za^xu_diDK|h6Lo_x*X9-FJI$Mwco`F+% zzU68o8aGw?CGW1JQ2ghSAY4R2}R&Ce>a_9U#crvzL1TkX61oZF+njSomEfW zjFHFyg_v~{bfr&=i&2czdy8v$DK0kEBN^wVU8-a95{9BAy0^Tl)qhmAn35F4D4{1U zTd)|TD23P&l!l?3n9J)ot+qC5b-Qb`wC{r8*()9_~vMGLQzwJumbr$^)l%O!|H^Wsvu^kd4lF|Y6PYH|xIxOx5 z7EJ}YozS@~cZDd0(jqqlWWKIy_hluv{EPx;$!;X87M2#S&2Uv*OSN%pZlvB?4g-H+ zM3ZC;tLC;Wg|21h=tK#9b4EZy{kcJ>e`svMFiOB{3lah+K7__D%UxX=&UM6V_UYNQ zTD#}ERhb4l=7rR^-^y+iVO?$w)e|;vipo-`5{*$ws8Q+Sk`4nMq9p1A-56@e@kIPs zj4;F~EmByk_D|GBqIsNAh*^G`U$t6Mjme^nqC zd}D)bG%4X@j44Xu(8t)<#zHF5*QvYPq%n%(=wO>=m5ZV=cA{*znKZUy->mYQF3WuB>b`2r1dPj~nTd%~+z`kn~gZ z)(a@PYI))Q^A%JCF9PzpR^5kvfBkmvJ6=O6f*FmQ?NZ)~he2-hp|P>X<3!GC!FA^q zz{v!~G9cmJoq)!o&Bf(j>_m`Fs}-ivF{-7|fknaHX68gEmH+@A)`>+wv=d7n0?G3# zhZH=4I`TEtk)zm-lKI;$Z;VT#cuw3%E@}@v_yJh%LFm4h9H{(@`=3?if3DRXc0q=N z5`0^E}Tx zOnW0H^|=vUxo0hOTdQteBg?kfr$){-|G|~*+_N)e>LW1HTZnm;Kikw*yStGV5HXu; z(b#es(`iyCn4u&c7q6u(f5q~QfX`s@RAUpNBDS>ATpZ?IiUzA8j>3PeYGy8|~Ix^q`l8r{ns zP~n20_n_JTM4tym4fn0vj?3DF=$GZYKQE>vVkm*V#LV(mhf1d!gKINUI;(6{UQs=>s$BQwSkR$t;Jf@wR48i;5C(S-0F2I2Q_cvn6F%` zbhvYXe%!~=L+~{)f8x}}DHOeQ(D~q|&9*)y&51@U2mvhpxupc6W`MoiVGyzlcwF-Q zT&SjPrqDy+P{@vVTu_f$ilT^qTRq0)Vf8rp@7;_%F7aMY^C}Aau6HB!#d>X{nCYpI zLC=eExIgzogqTlknhx)7+(5PZ+ckple}4>sm&0}whIseXe^ByQh6GwIrWh(>Hv2nh z`#4V8N@y^I^~eNOdBc3ByBF!L@DMR(xGn+u27;3C@U%IG5bHtQcNNiI{c`JwE}a*S zB@>UPo>s#25Sxi_0>CeYvEFUr*30p3^hBBff!g5%f`whJ{dZ-g-}=Epr)&qt;e+Wn z!cq`?YIY)%f0OOfCyXgjwb}S%^hX24yAs@$;{NWSYXAq|c$SHs=I%HO@7-x(4D>Wa zVMs;|#F0V(Nk#gJy%P5*WTSiS6O;%E5+oxfFQuM7WAE==T%NdN(1Otru|p>h!E3HH zD%~}a9e4-aG|g{pieW>BSny2*8$I~ynW6vh-SY(9fA*rGZyDv*#7Q=R3LNim3)k!S zAI^)aX>0K~7t8P8e??q!Z*kVT_m5_s5%=M{#4T7%QEL0bAv43SKYXW|gB#pdiGNyN zeE919_noFSz<~4kdv0%kH<$0wTuqiZ#`+Rh@?4A?Y15z<=G@`$AG?F)O2YA2OYO&V zu`~B_BT9e$&J@&xfhh)en+`5P0kH>6lKAw4YB5@Jv3&9`5gfGDm+=h_6qjC&4HW`4 zH<#gR11W#aSy_|YxDkGzU%~Q|l(G;U1dny?gY8{Alijr|o=GZI_C8=pNMcNpG>;um zeto(DkRmB+4#!o=i$ol3bT_)cK1jWtN4>WfboT%1`r^-Tg2;hB9uKu+C{ra!NOCF=d7lFqKr_646vu1yCRo3eb7ttyyi#A)cRne_CY*ls* zPKT=-y;o~aSAS&v#y{3vu2h|=n_Rn1sjhU9X2s6#C<{BS?C>V5RNZE+9&gq~YgY^1 z-mV!1K0ZH(8K17&z1yj`c+^%WElL7XY#4|qop`&t>?&LUUBn|@a7h@*N$oBpR)Gg} zAk%*y~uoTms!k+Zkp5z`B6PR@ZjO?cWw$$MPb^ynymq zz&%N*Z~|6KMo38r?`=lg$V_b^AMM`=3L2IHXj+okw{LvnJea*SKg2)!%;lk~OB8?3 zN_YTYZLB2a)=AVA;5cQW@~pl4VS3X@)rZr;cYOX361ff6d#A@knd)o6Wik8NrHdzi7K{z3zJVyccmW2$o5QYVOWDo>N?LcM+eX5l{lkVNsK zRjIsjoT?7CD1$Y{J-2s#UKIfG+SC`Xuz@BVuhhXD%i%-+^#l*kA(_2i-Jk=T_UjYWpW$ zyUDDv|NT;~RpTDZ!tHt1Rqu=Z?wK7`y3WefKKEB-fHQ*FGK0;`UDH9OdS-vPS|xk? zG>&;Qd$luJ(X?8nQ!gulBWJ?Bf8@aWedhY`RXGcN3G^ayR3}FMot-lh!T&BpHZ2BV zM349?+u9||4@`88PVJQ4S2tPd_LlR#`;c^XZ50Nqh~}0zH-VU- zKxvc2AaFNQ001k4PwR~U9`mr&>F21Th=? z15jhQGCP2QMzvi@_GP1s{EJ$^UO7nfEPI!O-m1kyBtg74?Hp~v$ zzyu{DPGU%p=)>_t5`PSi;{#JLM3lPATYKsa$b6fnn4IEzqjTNgu8+_O#+BM<~;REsMBZ8a!R0{9r|#b>vS57)lDbE69t21!sAeF z;J_Vcu{P+#96XhY!AUotZ5MN10hz%NP(iy_ZF*T`sPcf))sKJn@A|{ve_l#Ikz0Sr z>a#NuKA_VG|1#g9AaG4k867s(c6j6y1{K1@cFyJjf*V5{8_6(=|?N@e6gVt#IaQ0X6;|Po9BHgkbJgziKMgO z2osD5!nrxyi@<*xIh^RjzsuKO?^Uroa&P}XT%l%vxX;9yAktXhl=~-G_&YtyNWXWQ ze{4AL0CTSmru%kO=oV6tK1FX(iGrc$J8tlW%J`cdgk}d_MQ&&8#*EtaW6d@81x|e^ ze0y0-X)sY^JtGaY z*9*KF+1rQ^R_nqPCXJgqs5@hKKVM&bxj=lN9`k>Mlz^s@CjU$x@J?M89;bMRmKB@HK4eLS}>}fDbXcr2f zm`Hy*7-Cib_Un&)x#1BHyKW#XTiW2WOHM$7AexY54|Zr@*d9gGmX#%K%4GQeO?}M{ z-JwT+O1PM1&c9}#Q9zw%`w~-e5kL~yK;o=i`3i-isY_vALCtfhtiuO3!kKkt$Ej-F zlZjTi;;LkeH?VLhOgmN*tJG5AMj^s%bdk!vu}3$5MZ& zwE?VWpGk~v`ns%W^p{RUmFyt2D0Yk@GgT>CT0ji)_X0Z`9!aoS79 zLelg^s@(L*EIZ?6QxFxHY2cFH_TfW---R=Qw?k1iTyryPbb@wm6iW3cN_o*2`=h$6 z@4?i%?})>SUi~xMnA_Kb1oi`qg zE$|AkK37)Q#m`AH9`>rbR(FRG+ zfA}3t&O*^pSX<3Z(B@cl=SyHTEUWHomS?KIn}XE$xZ*2FhEr9iz4@4oIa7aQ+e*`U zm#OU9s=N2I2?AMov)55o<*61hj|j6$i!__<)lgOCXR)GsO10AN~j$M%pf zN1r|XV^uo)ei{=xLe;FzAXxlczxnX;-4d7pd%_>#w4v-8fPi$$bme?owBXDkYamN8 zUpQcN1LcQFUUAFpBREDvNuVYAnsp7AK0O((Fd)#F*;vXU6@WK|PXZT9c`&VIA#48+ z$C6zVm+=h_6qm}D4HcI{t_mxE%~?xx+%^)v`&Y~%hnbBB#)AaO?8#Q*M=IKKZB(_X zic?z{5~JaYLox(uS^o9gc=0iUWJznM_A&%GKm+Lhy8CMouP#@3_2wBqdA_=M_Tn{9 zR~gDU<*SSRio_VvC|)I)pp3<Wr`fr;*E`A;-tq4XD<130NCU(Gozcwjei>@x~ z%gvVJY+crR3dqi8vZEMfNdz*?997C%ysR#pZnGuvy6g|fvrdX$x|#D`Whufq^E1o6 z9g^YMkQ5P^;zk_Br>eXPNs1WCC>tdyyWRZIC|TRKsEdI3I0AKy^3TPmALV5yLo38F zN|Wq#1=Y&D{D3i)1=5p$R$GQSN;9(B63}$)G<|U}6Josf&$`*rcztaJ{(3|3y6LX; z3$ng0tIGY=^tMq+QP@`B*r%wSpsv$M*UjAqHa55!J86Y=vTeFvy4ly@4o=QNT4nMC z5t=Nu=>Y0nvMYu2(%c;OYbg5l2Gr->d5Ji1uXGGlu#NJ6CF~>+2nk9fHq$R_8a+k;S& zqAp|uIOz<3;O${t97!hsJXlF>zC{ZaJd&UBhYD2cMUOJceP%odg5RV1^A)=$-UL*5UasI-do zn?gI}u{4Z8_g%;zbbiqNaC%B9BI%gMj7Oe9TJ1XlE*}cZTWSJc91M6~y&5{&*{;0f zHQptE)gZk^OXY{}oRxoW-1wiWtFpe*X!`=Ezz`|;|3E3;9ow$aII&>Sq)IK(RW$ja zUmG6qShf)k7$BEPb!djl=iBBeJt8sfRDbI0uuDkhu*(d{MlvEOUJmrHdLB=9} zDVGCP8qefpeMxWxYz~h$nU&)(KF?*_+qP9q-Z!1HFKn$~hPfe7g(%mAC}taVQ*V!u z7wyeS98Y=ML>4|(C03>nuz&hH^bD-21s>=O{^*J+tvb4ec z;fa^qe+@;>6c63gvCcsR#vq($UzW5UnLOEOj+a zYAQout2()~zzTMiwC|nLp;f!k7vNhFg)1+OTDzo6QrJYKLW$nb&q zk{~u+>zxqZ$>BPwZ~FRC-2n_>jFKs!eELoosORz+vOhD{y(8Z-Oi`3_m;cj;uotqW z+0)od`hUn?zHw3t!0KgDlvW-gFWSTi=cqPb{2Y=HN;?ECY=gYnj6TD$<74%iVxb*oS!P)%lO z{7B>eQX0OK5Wu5z&%l=zj@XoO4Wm+b-B(8UapxEa;Oye_Ke~{AdBDZz7X*o2(*@;# z5n@i~$OsV52+p>|-RrUsXO}n`vrx0Mn>VThs1<{~JWbqP3A_c9o4!;Yfj})XN>33u z`n?9zGF}!hPO_N4hv_67hNSi~tu8-1Zfc6~<1)?zC;2L2z#)Z39w{NS5ESENLJA9k z9vBl}e3lVI-)zl)0Ifh$zdojoqJ-yiH{BQ%-&7z0gF z6h>jt^!a@mY+w(wPeb<`oe;7#y5n^;gS>GPk!L`##tM)biZFRJnc4f&z<^3u3uD5# zpAQl^DrJ8$A2b3%Os1=D^T7k?2}B0XPI>BdMLAha`sw1?e*rqO0>7n~@eK|XmyDnd z6az9aFqdIn4k~|HTW{Mq7Jl!qFy_f#)GRNeBo^3*G;O*W?6gJV!4#M-7K|-B+**=H zqMP*J@1aOhl1)2~y9@M5mP~#+JeTiWgh#6p9=(5ocdl<{FJ4{6=|~_E(|9ynjtIwy zMtqcDf&}BE*<$qP_-~Vc&3^TpMg*gX#UqL+CU(KQN1cBai)=BOQjW*jgz)j>W-SY; zRaw}F<x96DwYo3Mc6Y5+-fTp}*G@S@ETW?+5r_(5-~5GAK3w+a zlt<~9V#=nNOmS>c-z)u(?cGazvytsrI!cjfUKpV?weP#U zm&Gcp?Mi=Dm{p)b(bHg*ARIA}rCEP-tFl76Wqn06jtEcNWnVDIs+h003stNvxV|rI zC*rcKj>#IsZt{Adg;!Sz?Y(RorzmDgqdMjl7w>EtI)XK_lkeSfLiu=^&2>F|QL`fg z;1ppJbeC6G0`KD*=b?7FDn6B)>p~Zw18U*|C5e9* ztv(`H%u&MGbHI*B_Drx^=Go`#R&4>il%Y61deSN5V1h(|Y{nZ`V@WTmk=WAJtmP>bv__1M@=yn7e<~^Rm!V6^<17I9GM;Z@!s#$n`d>5ttNy zUoY(+VC5>a#&K(cy9U*B)_d3L1!1?4!n)U_JJ&WXlmcYdz8vSSVB(qST)_{8j>d z#aK92_tFXYgCIX~ItlpBZ>nfDsSdt8SXYad_ZpLSd6{p( z+wYX|joq|p;DB) z_s^iq&TQ*FdlgwPDetMOTn2w4lEfGZ>N)v0slj7lqk0U{DKuYQzv~QhoZl!Vh!gQ6 z1oxqTs_djD_EaXjZJ>Q7m`o!^IxU);-uvu>Dsz>uxiRK2*G;AJrv8l>9oG}srZvRc z>rmdp7%|4XI;!||3C4srrw$ce1SO0d>#a;x=2d0n_#rfCDG9=mylj899e1$icmakc zD2<+IdO2o&`QB!$i?%v=c55HRdaIVpv-;8_c(;F5AsGoy5EscApa%d?>GDN{;$i#K z!Tz&cg=_T$r^lrfDczUyy7=}a++H3|OiLUcZ$A#rj~r329v1cH>P^VQA_y1XlXl_g zx`~CKSo&P2n+#P>^KyTYwY=z_RbTh=6pz5`j>#U7_7Ee5^eiAi=x~Dc?`&0`>Hj^W zHDj_vPz)vFsQoFFPTh!Qt`1{0bFJtpu{^8j@}l@2&K+rb(1&OW-W@&H4p)Y_8?#gT zlpP}I+2c;gP;A=(J9^NBiw@%rB*5@gIE|me>4|a!>ffBntv!Eva`l)ku8YrqoZt_Q z!c?KNsxVn^s6KnYk(Go3J#*S+=E8byKRl~9*?j8eZQyfc4OUofV=a;cyT34BZN zm1wce@3Ly=PaC$i&NdFl3;=D3>kFcQa}x@z>T4RKnAt;l3n*8v6$+YPAkJxTn*Y=! zFlGn?#Lqkmd}4oWU#nFvLzMzc5#wG=Su8?xFlgqIq-*A6aS$$scg7uDN7_CR#c)i( zDH}{5ZmvT@#(>&Q=bNd~9 zYx}I}FW_oCI#6gc(G*svoGQk2cq$8QGF*TJ2#RSxl^1{d*4W|i2L_44P`_VqW67P$ zTEon^Ar(bC-xao9_b5%r-d4@NH<5ZLqTBXS7IXJx-K)3Pdv%00!}Bb49h}f&L`d%o zg5Fle>^{>$-%L27gmhVTGG&plhhV1DY6e8+QLumF;HzCpZ6{^Pp-EYvfmsr{xv9bK zP1M=o`>A64yEjrd_ls@ihRvq@iosYr)cfgPwjUm8N1S_JYY3()-G^K)s|iWRt4!C1 z{G3rMKRP#B%ohLeuOn}^tG2~$CzSQ;{q3+xU_tEXZZnVpB6KB214Cmv*z|7p;=lJq zv6msW2oskJs0|haF*G@sp}+GFjE`bWkPP`~nvA{%zl{Hy{?=`JaW3)p4vbhBjVPj+_~mtOf3CDGRr+y0 zFLmWM@0}tEieZHPdXt;VsMP$UlktS&I8dek;$PuQNnk4f|Mi&QZc;0o8g2bQgCeS> z_Jd5_n5@qHKUS;MkMcU3I0Z+OR;LMpi}Uv4myLXmgKwB)e~;a}3&g|qH7;~@UD)q` z6#2qbbz*XrzEPDzv(>7{e*`2VD3pA?84e(5&&)C1T0fy+=r|&vAV-q5yC{wJHtinb zebb(CR#>ZNl_~Pl->R7VZ&J+aOy`wyb1!!UHo_PjDiC3`FC4Z5pk451k(h57)5aMf zf2q@zAFb3v`_a6xtySc9U@(N^PT|t%Tz&e`W4$m$aokyc*KnY0e<%+S(+s4}2QsoQX z8pE_(K7DqVdU-5xe@TeAiy%r7Bhe4W?IQ%|M%s81Qs%C5nAki*qH~;{&tXG}Y>($S zxCUI(u5>ZtWNK?6BAQ{fRFxa?Ak||MBz{~Ke%2$J%}u`Ov}wMd{D&cmupiF7L>^>y zTA48nuG}AGjjFU?lIyAkGXho@EZ#-4<}g60@*rQlk?xf)f7@n!V0wU1$--08BSu1Q zA!Q#FhbSbS9~QQ#R~IVNeI5hoka8GzU8F`RT*C*GcNv5n8idHkAU$!#Pz2z;CccGL zt7Xd@Z*MBA{Qe%c2qg+*v0+SqM#FAy;H~aP-s*1DS$#)?I6^We`$nIr`o^S2+1tLu zag4Z(`r&Dxf2J4)kc#;a(A0-)WebN*9-tgC?LqLo&KpAk;a9hh014-{1xs3QHtkNm zS*0phcQ{i>6m8-+GdDV!LN+F6Ixp+8uj~OkhU_Vw7!Pp_qa0xoAHehxj$soj9>y{F zXK~CPLEapR#zYLS84TS00e30^XEOH z0JUhik@TezH6-b{pon(}SryfwP7RidlXU`7gGvFBMj_b-d7lo>f^%DBZUnSgKuKPC zj-xR|5GF0hwITbvRduQRP<@-^?gsT;mRlFHCR?SttCTxX>S+wfPPUaxWdR(DJKcI5 zTZxPif90&jR`T;|DRLs`y{;DyrdTlB*ojEq7CmmFn9XXKYJb08>fHZcYG1)L@Zg%U zW}B~2CQyHCzYHpxu4?hWTx+ZSYLm~>I`N`ei>7>yrYuPGO6R^D!n<`)0uJ=(+Eq}O zsV*IUVH#YUYUyXy8vJdtCI_p_%9<^fzXS!ff8HQ@=0^iX3I)gUP4V&GEP!^-OB-_=`m04G(w1&2eE)e|8*94EbuVd zt2DjPs?VnpoELRVRi5<8gJve)6L;P#Z5Pk)c#ja^#jemJPv6*WHSn{;=H#&dh#^eK zf2N44vrM@T3kSD=I5p& z(1i+r0*%6*O>d{q{sp~=++LUQ4Gt8SV6Y7o12Qr&mmzQgDSypbTaVkg6@JgJ@S|MB zTwWz{i#}wNOqybm1rnou*z`e`X`78K8InA+>96lOBqd84c{84-=mLWgO&%VS=klG8 z5?$;Ubn)&5ojiY9zxd%UP8XW!n8%CtZow2KT&hJv8PP&5*4xFe(Vv$8T>q_~v|yA- z5idC5lzD->bAOq)wklB$6zYLOk&u)LnCJu>Ys&27`ye-5Sj2?Io!G;Y(I{({D=ukt z%(ezvLPyz>)98N5Rg~Ex+Z4tNWJObXfn8PmuGVR&R>!KFTbj^Ue+ha&Q$zW!LJaELSW#AD1lJcq!hi&+@jagPOni$7f1;-L(CZ+%E~|VK0{}$>S(1 zw{GKfyyd*AYm>L`sEP(_L1SYM-n6!=v%>dn&B>HoQ?~x6w|Z^S>J1sk!zu*Cih&QM zeqzkLpMQ%M5KB@$ik7uKn)Q;w_Ds{x1WqgoE7ysp=+#Xq_sJNtz^MrN7+GD3c0I(FefPQbGw5Gt6C0Bu~B2 zXU^4F?$?!)X#|$yE6TyD{Q-9g$n#gi%7{)Uy6)yx36kja zTdMk4%{I+1=k|@=?cSGdIUlKU`t+@3_kVB9{)(#c)*i(vj|orNjUf7Le?T3ur;m`G z@5}o+z+)s4?8(ROwf$V}ufb=p4eRcww%csTh4oUXsJ3Qf3an#~@D9otXZ%LIdjpFg zhMo(kVnSf%wWcny#Nn@tz3?}K1h2EBXt1FRe4Jm9ywq*rxrA%I@x?G>jd34ckb z{yjsgVLS$P_t&&d+ydxEFYq~1%OP-851*T=J-ija6e*Fhx=tOSl7Blx+yco1 zl9d<0n31jL86JKTy|)l70B_0C=Y*e(lbd+fe`hfmR-oPUmE@abi>(-tE%hw2r5=+l z`5nnt@*K$e=^O$#+_cc?-vO6iU+!%}#o^irjr?HpFTUw=4jV%f;5uwMSH&bFv5*ra zvHv!AA76bSbHqw(!qPrW9)AutKY0B`zpX0lpsxLm6&K%io4`#b(upTnI{Qg(Z8F{09e z1^p7kP<1C2j6;F%&@}ea7{79wJirfy3*{Sfho;ZU9r*{$ooiI~|9^RFvE_A&?C89H z@=e35n&-y~slOibV|+*SWpW|EjWbXA7}JU*G6{t256;IzDgDO*k1C{ctVPHvy1_uT z`IqPKFz7ge>veF`!^zw{_ht?TPBqFpEQ!O*KkP1n&~z*8d{-D7C@=SOFWE**xmP=N zNJX?5?5O8DSdV?e)_(?B!f(#5%@w%jazH;@G80B{gVdLZoWB;hYTvumidj93(93nr z1Fw4}SXZZ$**?CT#ejsjzKdFWgiiY+2IlwZokDdnVC~v>I@d$z*rzZsy1t=66DAae zC)%zs!9dTuanwtt(Y7j0=s6zE)BOYyRj4+)*)0%8M z&K1vr?L}YDnr#<2uBrtbo~c_>5gMnX7i2VDBjRTvH;nxY2ue7^;qP00ix> zUz-$`h2)kugA#7Iy?k{veu+yN7pkKI(85mxKQ31?(Vl5Qmu3%8$20l#ursIv6n{doKE`Tv)?6e4!_o2^0F{tb z^N}V#r%Dr%u;JwvH#+^0fqkPd7rv_#x8>I2=)K*ZLEJM_st8NsaRfN$xz9%W0_UB} zLU$Mr-;Z=K!X@X2W9Kql2c_--VLWj%=&zJR6@E(u4gxr`?s^-jTXRLJyN7$!8^KK; zYI?9z`+uCzJCDEOOe*;a7Gth-k_!mTy|X|jbjkn1?hh@(vV&FJ=Wi{3m3mZz(wHPn z-w0w3ggj~|J}7v?X6)g|_dZlYjdr4$9~pe8@%_l)s*`6z$jrQ$4GVZ*CS7C}=U$zQ zEEqW22B8C?2GY>e1UJ#WGMcEGN$s*KS3$?{>n~kcX-G->B8Gu;!wbFt&E?olhe?`h z=HImna3`=v$w?g6~ISzC|WHWq%* zukgbHYcFDzq;6FEl%!2|7D!s81~x#mKxvC(Ye%LGO3JMB>-QXzy4loRiWX=w43l=a!?Sh|wtD{`4S<05%6(h@bkCSk@tF)H8rl?eHf7S9$S z*Bso}ZS4ltEglK7WnSS5geex1_=ga#; zu{+p>4Hjm+)45{4RgU#wY3KnS*2Q!r3}>rBIJt$Os;9@A&+!}{P>}tRuyqU2 z)mn-2a_`PuS{x-h-b`;RH^>XSupMlNp>idlees#Zx4V$+FUSwcA+b!&WBmoiLNMcVDfKRqouM%ac^ORL;rcjf02MWDTgo zjpM;Z(QiqAlbhp7SE!s#>?6qFA`r0D25_qk7K^fI&d<%Bd1t!iO|{>b@+Vzw#kPPG z3NIW}2p5vXy-)MpKrBdSY5_{yHmA1fCBFvMG!EDh#HI**yz!xG7^G=97r!iwgE*qk z%e2iZjF-AFfI(9icx7u~ktV&k6HCPardeMDpwcyeGbMmTy)U5*=JtrZb=4BK|LGu1 zd4$(&df>!984Y4SEs`Yl9hr`g>^uRR8&AOQwkpGmYWrV5o}@{T47v&B^ElK%($`-I z(Y)QkK_;a_uzeJV)12C#JqJ-{7LIj#TQvT1A5zv!RQvXV`pvVE(0?;d@sbDN8)-5N zfe}Q1Sn^D;HgF)c0)>VG2-PpKP>Gg+ zgl;4lFyhg&S_b)fO#di(!PhW}dnHObAm3 zX>i`mm;jK4^xA18gnrzO=z#D|qYK*^j8imeFarAQSb}3t;_pT28-* zlzO8jn%6@MqaclX__Q2$9f99ACfHbi#+UY)LAO^r2cRzvCxTyPeUdwU9~5VLEnjUD4qHx;Y8zQ{h$y4K_?#S+AdU5}EmbJeZ-~>AMzJypd?X>rQHU<&Wn`mfN zmGbI=aY|sKx0CH4ff$K4Yd1Y1uUe!to}-i zW*RuF%By=Hs{`7>d(&$P=BXi?5ZX{q#04WSLYq;*wee0F&t)zF9j3e^XoO)$rSxmU z(_Tz}mk5rDlP6eZ9Wrcxk}qmMl0MI-37p%@c@%hOsD#>it4SQBL!0WbR~y396ay6n z=99#a_yG85 zYL?FSEubD9V?6{Xf_N_XT0*=g#9q_pQq_Qh_>&L0p#@9B%-7t1F~%%YfTzPT7}=}F zUD?{36-I~4L>5E+2`~70eLfx~bO^iayTjosd4_2~LRPvb8eMiw6E4Z1g=7Q1L2|~} zcM|#$zs8nv>BG^41ldJQyC%j7T6LEcLhGWF!P)o<9sxZG;}6{%d+_nStm~e?T(hcc zWqE2s`srOw8n7OJ`ip_SYjdf*>HsZ-)V_p>1D?#@FNI(#>i83X z8u_E4qi5^47<}MV%9nfj(sxZ5k6E(ibDI@4|3~xQtRWZemU}29!v@AiH;tgAq|w7P z@>-$@FC@cfNCb3i=tLjnqHADMp^3Uj$Y?eTr%(THBOgR&GR>#R#mV+w(_8IHz(A5E zL%^zgp^yG+;xHZET|Qp06jrRco%nDwanYGbl|LXXpcfggcnVcCg=w%18GDp%=ejzb zWFB0XGO&0?GHMGTxQqdPTc<3DyZC3xH2i)mTfH+qMqg=T~^qh20a=Bqi!GT}{%?v^`C3PiF4jG(A1EOxtYqa3v~}^w(dI zpk&F`xRYejc4JczM1sJF40!LXY}O%#r?C@O_a=1l14n5-EU`%#v};RSxiI1 z0uXIxzs%oqE*8Ju|JZ*w`(-J@WX>sPODdLslrNTC(D}VIip^GJ(6T84HA!*2GOHN7387_XmhtC6=&a<{?b7}N~3qKXe z8J+9mP}N43nb)hfD3^KeKitc5ry8$aqR{O9=LgvsFM3$ObA{rMO4bd^-%>$!ndR+& zMwdH$d#g%S%Uu7dHmLJTnSHgvmtcV13!N<)BdHL$k5^TpN&{2!D4xr5V+YYZt4gEG zwrc&0wc5)C2Vdz5=0~0PcE_^Ta-FLNjA5wyd)pZOmQt=7)H8c&@Ri#fe(GKB{0(o) zwpgp$k1IRz18N@XDpP9X&DhpeG1`QGM*<_9e89+=Y7jxvD~Axl5S3qcez$7c2mH;Q zR;9ce!D)39^C1QUBBBuHN=eA$9)i)yHz&9yA;6WQ_P2F)u-dDeln#_Qhhf+$8Pyo) zGN(A2O;8dr)+vJNsFIEsDf*%BwGk*Lq|S;A|!~cAEt4oN#@dl0>BaHy*9_TO6rB zT1a5?5uYq+pd)LT*?{-RrLBYiVu-ADqyR^L(cW1K#%%4wR%NESngFhV__3h-QojG8 zywk?54K8ATePI9ZOt)N#g8M}v=CxL9m0NmwK4F2a3xY>ScN%8{ zz%Qb-v*_pQaGe`3>r^_S1s@PQU?vu0W&{pwfWJ*Y*|jm>>)l?}L&;CoLoa~2Pjyh_ zlqMV#h=fG2-ee-4#x{sjLR02r%RVQ#m{PVL#K}0gOA$eGmK)?=TM|%z$yEe9$Z92B z8n`F(@!%>K47XK1#c3=dG>V^q4M8HB46(7Ut9G~d>ubMYu1i}O<9Pm{&E6ZaSB>%k zi~Z?9XZiO4o+WPExBt1B z*me{WeuU)}8dDByQeO@xKn?o}`}iEHMh}YDD3CEp_~Si50zskzw;85W`yB4fv(a7Q zx?5MU9|f_^@s3+jlB;rOlX?j8BRl#1!-l&q6Z?U4V1d`5^mkhV2T5Y&+V-uvnuc;h zdv(in6a7>~k~kiJVfFHyko?IL`8Le6=h7nut#k z%VS1F5MD^kiLJgw#{o5n5Fv)cTG_*!BQ|)l)dL2BYtuS^;h=n?z~UMYN%p7GUhko< z92<=nSS#I0cY~v2iR=Y84E-?{RqG>A$gXi7n0sErW=j!3 zE6zWyJBEpm-=@Cg=Cl7#7zlrLp=5|RK2{0mMX?sma3eXW*0{R(?QQTmKO>}8|I z8Ff;1;-SYKalMd>fX+WI+#aW$9wvP=s;&3J6cJXpSmrza#)|^iSminPjP5n)uRSN= zVIKs&`6JssmD>fjT}6htMr@4lvg-U$K`oPc2XfVa@srFlb+m2M*8MX5y$RBo0Tw!G zqqNN(mpZ5E5O9AUwGm97k`4jre%=W<_`6QPCnu>P{-8c@^{%ZIk=fKCHiUz3uiGCg zC?6f}?6d0$;r}}K*G2yMzkkX-)MuokWf(;OdF{U$5~3G9=#9M|vO|DDgT+U8Z;_v2 zpvxtHVhIgA?d|g1A7LDDJVnYbHh7z*&W_&j5iC$##z_1`j3j?2WhVcA%1j@H>@IKB zUojkXeByZ6^j(wMoJKZbBov<**y!_;pZ^1|zecyncGd0{d6*W*dt+?&bJyYzYsCK+ z5xjA!tYzub?7EQlc37}0yp(Q~Lc>VHzyQL3I20h*fSA=_>6!4&8E>831n-SGG*_$D z4!WRrO`um@K{K0`%B*Tv1Xt_4TCZ$hwAxfz1EaE)`O16yx2YZro&MYHtLhawY_^vi znWQ8-UgdrRduD^9o4wS!be)*ElT?4bYp?c|UG>g@)8HhVO<|f*MgrQWnS~xOp}U1Z z{9shMu^|~Q>~9yX=#kDrKrb#vodb=hPUqp{?YL6~RHgR9%H}r@peqjoU`<9?65uyH z8l&>N`)B_L{RfUgm+=h_6qn)M0u=%_G?%di4=R6JS##S)5`Oou&|AnYYcdxuZ|zn& zvSd5!*eO|AsVd&eg2a%71p*8J%HjU{^qe>}6sgF5*eX>KGr(NkU-#GDBYd(v!6&bu z;nD98SI@q`i0Dazl8}ZcSBn!u6BP5{B*GjK23^_7uai%dhSUFC{piMhe-S4AK^SrP z7VCen#bPmKcp~O)^QxL}*P?9GHm^!K0}PCN1Ctm9EU^R2YD$C2m+2`D@FXpoNi1SLT*ma{s{*-ZS`}z68d3QwQaSAR|JjD zJrLF@#SCFaPfkgI!ifJBX=S@9h0|vF{H%YPl3;S@IRcMS$Rj&qon~g6t&vbVpNma9 zmfL)lmdm_c>Q=UsYnV4?C6Gi~=V>dNhmRQ~2*=EvGT490c<(7o(N}FfCGljbkm1v6 zNKqI#jctmmeL1V{#MP=6&8jLgkAw&;hvV3eNz2SLF9}f`xh>s^dR8^UCvJ`ybL)RE zs@i-rP$HNIb}CtH%Tg3S!%p{1haE^CmNdf@MM-=ZQ2RxFDVnOdlL{7@F`%Z|8pM3b z+m*#Y+2-Z8+8R5^#72}EXvA26Sfvt}cR3ti^*Ff93emHj_q+0TO2FK8*ZW-jFE4Ko zn~vG^6EO9@kExzrzwoF&V2Bbsa8-Y;Z?5XJY%az8s?Ik)#{|3LZoqTTj2tDg`=G6U z@qscz2|H5pB&LXB@)X5it#YH6e7z}htNnQ`wEI=9YGG_p|CD|invq4?G(PM{1iaoo z5BBoCXyNa}>@&=eE4cWqi(rfxJyI+*CSVW2L6{8fd?1$Q_u6NbGyvsL=L~<8z0?iJ zNy-p2W%lY}lh)~4w8Av$=(XkyOb5*3@jZaRh(;Y?yiN=yLGUo>LL7E;{E*IXJ@c>t z#bNk}dB6_5R=^3w0_^CC7Ioz%V1^R%s7Zd>w%fGuOa(*~bsqeHD+TDpfZHc{m`jnD z4FoUNlzIl@VXXx5&@s?Y`5%8Gdt2UI`%VE+NRmz>Bi>d%+9M?ipx_XyL&P!hpjuD8 zu+F>>YG~5KVNOhwr#Poqb+y?XCr5CEVGo>$9z3VypDc_aUNj@|8Azl>L8qn2Q+;Q4o=*n93{B%z=MO2SnpJ0N8IB z96msdSP&i&%tc4|ut6}Fo87I`5l@(XCS96%F88UC0);1C zgx=)q4`s1CNFWD57{q@lj-M0}zRH_Tk?w|(PNqVfyIci9MhuFnv>Z$_B5XdWvZi}d zS~yqPY-eqq&hJN5y_p^n`TiwXeQc|ZQ;&}0s*zuBY^r7SC>lUP$7K6#3L}z4N9c8E zRA#Y@X~ZWl-+eqkz$TD8C1LawMgMym!r7OlXj^l>O!Ld%jaYwLoB3E9p*DfZ3z@(e z)s>^X|BIM4c`LrP{w~Gu+q@PY4KS|i3HH0`X^8RUpa0Om35 zyIg`ncvp%b(&>LKG-6IbFApJckgSj(5>h9?VEEmyrvZ;AkQd-nLP6?!Z?E(A&35+O z+Uoq)`PqA+8bJ^TC2IAP7$sa5nRHO1WmN+5VaT%fBzJn5&eAou9VdK|`Fd(hL!>q2 zipIIwFD_3n15;FzPY&`HM&(HLUxZbpmL4MYlJF2mhT-5L6Q3Yc zDRUbPL6<9V4lE#nl!mxaeN$JTONcBqv@R^ z>~uqvQ!cBFbyc2flcBQqMn~>$?Fy6qGNj+pN8HKyx69wo-khKPOUrU<2~Z-+rwvs;4+*ZCY7Ux+~gVPF&+ z+6<{|AQ}?oT)fbjombL{rumdil+G!&+ofb;meP&h%8l;P;VwKliKtfZaM0=>PL9!s zgC}!1Sg^fpb`Or075jrF$8~vD?VTDK=GcGl+q_l=TX=%@Ke^%C)4!j2GNWwcEz|DUc z%h5Jz6gIZc{|}7rCC0A$dA1UBDW%&pr9~Cb=A}2Fk796u!GIU(#AFXKciF;VF%}`* zm8ld9ze?M5FZV_q*diXSVJMe_)>O7G5I?BRMk`KnPQuAa2^ce;NC1P?H5caT6c9%wAcf&Sotf_6!Alz&KKr&#F@ z_PeS$!2@DC|h!;UFXKqE;_r)c$|FSiOBG z{pN>K>?>ykqb+MJU_S8MX6NcxD@ygOZ6q1Sh>&22lTD#4(Z*QrM#RBlljh!d7=w)u z3ip5+n|Q$^QFjC$-vE&$BS&Tx5k(34dY9teEsy7#g&`KXz!2z1isVo!-s>%41GKv< zSI~U@;lh_-1&I3vA*%tpxIKR^3+yke-~_U3Z@I#Bn!0aSQego;w)6s2JS@FDQ24kn z5y&)fSN7I55&u063F61(uX?JhDWR&OyT=qeDthrS+*k-v9=%t}dc@^=J1<)A4GsXg z^9ZG~%ozMQ2(H%8ss8Daqof`d8RrzsNW*?PD&9($K-pxLw)2(#WL;)uLO*GD5QAM8 zmNhcl9utzu=8Ef$s`n`1Ov^Q{~sW-;2{4$FOKyRG>is=&aa;R2_SvrIG3?64HTE)(+xHO zIF}K@4Jm)!T1{^oHxRw+SMZozxEy{BSr`GFq)r1gKw-N;TO$Z$dy^P-Bv+Dw^xyXl z*LEdq79$9XfuUAgE<8O0_jAC!yUs%+$cr^rPSyrM)R1Z6Ela7kIV z5Q0;|lrC1WQBI244$u`;rlJ#74oL)7WQ-FjLGpj4%|gl^QY1w-mnpI$k3Z-&ib5)S z=w(}`LvMN;PQ~H zN+d_lE<-B&Ku2<+^hT9@kY1cv0;nP-mBeWs<4@vHMzBgryp-YVDSO5mm>`=VR>6O- zv&ph^a3WiA4Hm*U@ht`?a$_?*Ds!X9DyO0c|Ib;@oZ-V@mK-ogAr!eh*xMUauhj|2 zn!)ZvRsHejU$8_Q94JiD8551JFE8H@Uc6YLoQtwcP7}8Burh_HQ*m^oh4O1nZ8>TC zO*^cMItbZ0YKcf|O-%`Q0QPxhRlR>2Uydh7SHrVfxn{_3!`ZB!jFfF2fBrgqb2J;y zYDJ}CP#ug%Gqty;ssqFk@uH%40RK+6%N`)Ei1#%Q2qWxnW#s9)hsg22SG9la>r*|z zen+!j}`pj*%Tu$#v}O1bAhQBJHU0F z5s%1QOP;eU62vQ~d&+xZ>v`4<6NYg1w5;x!>9LfhRi4Rp1ctfqW9Dk@ke!Ln^ z`m@3_Yg90|MtE=`BbPp8#A?!ZG$lGMwXh3GlSSo*Bo=}c(HQ}4jR0bo0!XB_5_+G! zU7+d$i5C;xN~UhlO>TeTX6Ve#==&s~jW`BW!bl1h(Hv#E&ZuNV3`k;Wt22(9B#C+L z+qe%~r1o4-S&WFePxo1j^ecR6Yp-Cp>=jI#c?B077NB9fL8-i;+~DX@&l+}XDjU*r z0eh5OyI4@(D?L}&sEdhsRhhf}G3J(I^ zn$!YK+zOicoRC7FIl=jeoDh^H++51*ouEA`A#2f|+7tiu`t9@XLxbCi1>~DSUxus6erZXk-Q>v#{y*=0-v=*}D?qtdS<|>nWWsN1HgS_Cx z9XFv|w!}K12K0Y6YqtF0y}!q6jO6AZZ`E)gHnO})I=J#)8WkO_Z${%_yyJYd%EPvG zDmKeZl$XbwI29XzpNaBL`mvd~ntVM(EH>PNQ|OLUe0+ym>xJjmKoPY7l{*7PX15Nt z`o%C&`5G2F!WNccBi9`^|Dy#g$}K=~cc9YKEFHGS$u582I^_FXSDdWfu|q9zZw|HX zfoh5DcEiYS^DUpr zbKknEMNQ^@&3ET{Pa}lRe?jagP`DQVcisKp#UCu7`j*1R<<2;H^F#w`FPB#KEp?4| z-BI&D*!_RPx0E%WyW^C8wE8c!q@l238VX?vsIcR=slAsqp~ayBZ-vu*x(-cPFTZG7 zowwT(wE-UV|L0|wwUwV=$nO=r{DKWe7;1i=;lzrY++R|EwZFGlR;cz%rml{v-w)r) zzh|Fkv#aS(RrTp&_WAl$pN+p%)7kiJRL`o(^rB@R4Xe}3@oDvCcrmKZ$7fSWqwC>i z_3HC*^r@bHI6M-i4{zR$-|4IKkIz@Uc-mk``TjtJ2`MnqVZNLDAGhjIE32;Qpim+=h_6qlge4Hc6g@hgAbT3M6ZHWGgK zuTZ5@wNk}`iGv`REk8J3Pmc9CTeh;BDmzsRkvobcIdGs7fBg2l5WVhB^{%4cuq?+D?G z-&Q~M-#xkDV*F8r7>s|7+~`+oLE`zx#gfF)Ty4ycjmlax!IO(L8hyuNXeQlvZ6hna zYKq;jZs=r*I7La)FM$qrGdaQ%V~%i=LL){zO1|U_7YiKE>*ka*U=*cs_uZzcx9B4( zs{GzFJa&`UySAvSz{HfGblA{NHgc<41zX}#G=J(IOB`56nA3mvQk8kG^1J0lD4d;m zaea}>SJx_V0-T^!kY2rYV6T`V#`+P1-8MyarTg7sm#BD-2j$@D}>w$c;Qxhxv zs#Tx93Y*X8QQo1d+vQ_p)Jm1!h@-L(=${W{~ zS*EluK%ak)9Wt;0vEyV44XHzVjZh*EPW<(DZ-5_ACL3>Eb`E|zAxB~`J3paT=-8Yh zMV!+U0TRJ+L~;&5UKo>bI0vtx<&`&qq6%n~Lo-b#DqR&@wOU|sZlIZv)8UBYUY?t< z#{^mtO{cvm+Avh;fhcvzVvW%URFT5Tdq9?O+Dm`6eY$%6%ZoGZlyU&gS<&Ru!B`|N zoPBClr3+&SAI#70l~)xs2UWq3P1idbP*m<&K`h8!(@mAN&I69d$nvUgKw?|>v$t|+ zzl-81L_>_m22p0$Dtmt{>MXm#6Wa^I3uHoAFY}@*+CrAaXS?r<*Uw&s;6)HkdojXx z@!fx_5)?%V{gVQJjADT&F#eltsV|lQcFFIFn!~B5eG5;1Gl(7U2o8_H?2S zK!kD>4*_FmbQlBBTV&Dl%ow8UGS+x|F>qi4_Yw>85`p5RAF-96%Hn;HbYfstr$(7n zAWq2rvQLl7K5)FFW|2YyNXBMCK}U`HeP1+ctE$f9Z-P1ln_|g>RF>6E1OBcjdmeuo z*Q(t4&;sU#9E~6Z6aaEaA-!Yn^XHaF>*>d@-ytm#yQEN9N2R=R=S7I zAboF*8~AI-xMlTT_f}$`KiTMEn?HZlWoedl>)tGQJonH$?;1 zoe=J#Ea0}p*e~B1PZ**^oTJ7cx4>PDZ+8yfWMm2HgP-=!%Jl_fW&%mq#Lm8x3mVOD z7WRPQ^QEa68CV>%Zb7$_&ZJSMX$~GzyAA^h{rg@vD!0MIcAB^Y4LY4>s84@5^~C~V zazF$+K0n~?-+woVQe|la;LTs|59(f^XT*kQW!dE&)Fe0KjURd#NOIXwz>v+AYA=8I zM^mpuAudKyJY*A_kODC>tp_R4fR2x9D0b7=-W(lGFg>NJu7C*JHZiGu43@gvl{b*u zyI!r#QCnpaC-d6{EpT+0ARK?wsjB)+xdC<8+s-?BQT1h+{2;G>7e(Y#hwbSnf3{jz zi^Lgum+^C=$x!L1JY;lPZ{0%2wZ!BZpysl8UfwU3x3#Uu86j3ARU zjQyTK4+cv4StRRORfFOi6SV1ELS)+RTKB`k6rOnj-lZ|_0y75^)7yU~bD=^Dc#WaZ z^0^9C48hEj_?|pGL2=aY^RwPc2s42cQ$R*NV!m4mF3p;YInZ34V|y5Zx;+G{n{zEPX|%;r&8lXjJ@g62Io{9(pb@5q%jN322vBQea%+PIJGA_;CgKI z8orc|a~RdA03r{nUtL#nkW&X7{X9Qm1oUU1oL1S`_W5L-6$g+`=%A=6?aM#v@c8Mv zf8o3jTJ;ix4;TFUh5nJt|F{y(6j8_{89dHQS}Tu|pOhGVH^DVoKRJPp)W4qDr#0vM z+@(8kCqsd&!Yeh3XM#d4Ze~t%>9uM4RZauHl75^V0lb(Sn)MHk7*#t-3%S^cvN1Ot zedYy1z+^&fsij4sev>}#{(2!3z&&h{OE;gckwruV@w=2xNq2y+#`e6VKSv13T$1hZ z*cR3=RJr(bLo7F)rwYe!tX8`tC%`dePc9YNIR_?$+u*cNm@b}--ZyG|~6 zd7HW&yoRTMCd&JZPVSiB+UkxHdOt5SVA(T5OKg_z99+ho}_%e5);E_2``ZH z0x&BFDN2DlmEuy$mQf;Dk_f~^pU+8dQXpDdSyqWL+{xv@Yq5GA-=~9LTXSuMyc9mI z5Q**wbVxV}TbF!fB8r!>G(uGYv!jT+O|9}3jnhZ1hPDC1!mUdE^t zkA0uSjo3JFsR@#_k1G_teaTO~s4!2EJI1$@(F=uNU_hTs*ME~{{NcZ%G&|RS_q`js zdJcPBSpNXIMi_o|f$0YlWaUgz5`0M$Qw2#_8MgI369P0`gq7rSVH8J?|EWqRGKAN= zSOrSt%B#$ydNFOiOeLHgTZ>CwZOvqFaa3pd%?wH?FKX_wC*^1IBO72~=#V7wFLqaMEUu2&>iQ>}o|!s!`qk&2$0cDGqLQsLGZ_tf6U*t@q5P+ZL|o zj4LhNXmT*32e=f%=_7L@W!P5w7#)i(s_M+DR_`<}((1AZ$EmeJoe}t*Y5`+#AfJy! zmWIq*jiXp=ZML$g^Bo)kI3GHz_~l@3Adv^Q9I6O`fQIID@Xa^_ORI!v)xWM@8Wk_{ zG4v?c(E=MCO2qh-Y9AD1w{>kh&S$caoUE1T@>qgsBh#|gMe;R9J0_8;Yv6iH!E;ZZ zILcatBMyoUP^1ouWwcIz<$y024|>s97d((x{{nYq!XZ&u?%oXnt|`1L0N6yBuBGlD z7}RkN0!7He_;f7-limsOi7cT81HuKvC;gX8I_MORFcP0V$2X2EM^*$UtfjvcX|vca zP5*oo5_BOy3%B=-;jyb|59XBQIbLk*dSs5?=Jt-64mW0{Vz`{o!6KzLO|&e|!4-V9 z+5z`Ugc&u&6w<^7Tymk56Ixvd+%^}+}g}Gsg*523T(eP81#WmZFYH{uW$Xt zjQ{u8@n#Ds7W*TX!S=s>Y!Em_To(O3ZF23pM@T}##otkj$&it5{)n-VWe5-$B@P5R z{EZxg2ysG`<`g%p5S`^v`8L;24p%+Q&J&+OtWbh_#Ff8m3i(&Z493j!V0}Htp#mXc zSzo(&`$rx;z&|J3uxtr!-poXATEs*cyvEwI6j*bJYu<>qIO5rf&GUdBsMfwLkejoM zWYi%aS1X{KtJmk7{jkGS@H|rJ!S|N>8@?ZAoS3ZYS&zKRA6ELieDa12bOXHlD;RA+ zRvAL8ga<$U>UjpH0(2)S6k~N6dbg>_6$<==s7tg~e?6l_ zc3$i1nPAXeJ2v^cU-9lx_9L`T7BhxCpfHkP;)3Wd_WNYRBc|booq~vR$|1}3Z?y&`*Ky|rn6`x+&W0=j`FF$yl;h*6W?h!-g{ikwV#3?@)I7Yt* zpp7xd<8ECZUH59{ACgzXpEoN*Q1JcBEx>XvlhJ;q03@^xKJV zJL$IumGOxV4MKp%a{GE{U_^>raBt#oq`JLOJq~(!m}-T#@{RZPDg{<V{3)a-d{=bM^d%B_i|Ctixdvlwyfn9cRAG1Rn!SbTx%Y5zP2q8bLs=Y{3@)Nj)69lRms|?U3b#2y2h~n$_-XM}W6A}A zQR{bx#@&{tAUTq8o_;|9%di^?*yKDo{-%CDKLBN?++-nprhj-J|UD(Q0|X!t%3 zF?Pj2;3j*jEklEBbBi(}RhV<<2O;BqXt@BN@7 z0r&K8Iv9<^6wre__3P>jQ?FYAZ!1Ax@Mo`>7*oTYSTg9aYP`dRYyjmQ*+3sO$e(jF z;OaJNGgzFIO2T>=_Q>r+6j@bsN?R32*lu#AZE{be{fux*;%wvX^GCOvWBg$bOX;G? zGaFX9YO!IL`$UeQyY%`1u<2i7e}HxO|DAWR22pX#a6qB@!q8fuQ>@Q28iQs<0rSww zFjv!wM~VN&bS0WA%#*<2Rr5)k;3tJ^g)&pS+SN#d&rK8kJ{9w;<_9#*rh;8LF(Y|F z{RdR@O-r>5VeniK43~K56#1EL$^q>ok>1chGT@1a{hZpxaZxcPP}0VFk+!7Rhl%C; zVE7Y5>qoqpFsh6&LvzX%ulE`GRxiZ$v7pH&0Ay==2;&Q3P}gKOX6scowCh=z1>y*3 z8$DEF?C`%ofBJ~Ozk(~vz1fa{1`yXUYCZzcCxAWk}oPC3SL%q(T&T zAH#yvo&PS67b}TZG|UZY!5hh!hT5=Q4!)CFUe-8ipKo1xTq7*fD)!j@{n5JV*QA$4 z=kam$+nP|43P&Ix1?`W3`EwjZUE=&7iqLZ|&*S~w$uE#kdC%$p2CSpYeu%Z%9!aYx&2s-n_Z`cm?Su@xKymC|p{-%6j{E2`vbc|$CxxfZ8 zr*L|c-ktag!Ia<%v$D+d3^>3w8g!Xm*q@ZnisUuh7tIcG?+!D2#nt7B+{zXFPKFQL z2)#4WSgj6a-w(zyG!_^8Nz$fLDb?RKiqr#830o5-ZOh8;J zLq$`N_$z-jm)Xb@VngwkU z@flN#hKisGm0VGy6p7XUDlKFCZ-_D4G)xZaNoZ%5zMh_lYl0=41CZ=|^nOlTds`66 zH8g5A!VDpqa9ZX5M7u=QmWu}M>Gp#fj3CMF%7^5ivKyv={hy3r^#VpbB?KQy(|*FY zS$d)q@jWk01V6n|D*{4q+X=bvjevPK;&0hsS695c3_k8GV{pA6LGo-}i&Wqtk8#M} z3CpfG$$FiQH!`f~9Xotsa!}=cLoJkA(_*G=Tkq3vi7ldvU zj%=Aes;6k*Yrh(NQ2Ah5%>x{FNo59c^dki@nKLTTZ?$?LxP!29Kf+Zy`kU5vnip5Z z68({Osajpvtq#~&=#Lq(ZpL*Ser%alERpJ=^~EduZZ)yv837bUcn;0EpNq#&5+x4A zpO9};xvrL&q$pQ+k2WDKI0SHxSy76!LtDLFde?Xgu)XBGE0wUqj1-iFHpV6u&5C!! z-z~IEvcc!qgb_u!2kZu7CxYTxF(Z+Uo*oaONg*yf%F*e^x6nv*@{_Togx4&QN5}hk zy~d&YT6v-Fds{m3k=W&a>=)@dVE(tx8B^@Vi#lEevZ6(Qm+owR#U zOg7TOXs`mPoLx2?sq4ucX)q0@0FhK>sHsxp=Q;D%LQb~dQXTX2ruUB@TB@KCqkHmI z7*P=4`Ui*<4OyOw=9%Hq8>yvXQzPz8n>q1xx$oI=D#)PH(FuJ8pwkqElQ%Sw4 zX)bC%=p1;0Kv)?_+;$8T6>mbhig&pfI?dl!;C7r1*E1g1j# z$keVK=*Fwwk!K0%S!HJhi1un!gDw4rbCM_}EKua%U60?Noii`{jky-?1Ba>%<&7DE zHAfx{S!-`pvydWEKwKKc*CDh#&-%uS$) z+=3l9eJXOkbQ5AG4PV3eqWDToA#yYaP5SHuq8&;XL=*rU0$p0H=*T)t){v1~gV59} z5fJs>gSLei36pTpTU!ZWqv7U{@>(qI2`@146zS^kM~v7*3FVvGZKq{f-Dho;OOjn% zCoPUc>uFx@jtOpvk7MA)-F@vqmIQ*T0KOqoR7KdIw1tKU2 zS8#vEo*|&opkNGl6sbo zT8s%~y3%kcR9@J)d;$)Xs2MorAt3B~=eh&vAKZmf4ki5J_}EO&H2+f3^;2nZEr+=~5-!=)j{ni0X| zN+JkfM485LkAs&c%GbgA6^vopGhs zf&;!D03#SXlfqAr$L(z>2COR4G3&~rARxz{z*IZP+bK3MSxUsRkJOa^mTv&)(iUPd z#vbH7aIj_Fcoo~EqK>HTycweuKQnaI1JrM%-X?snAcyd;A;F;YFZja2JG3503M=lK zY7_mBURRt|no3uwFq5(Me=wu@HD~Rqk?JnY6XyweVxLqYm9Qx>^c64q z=OjKjli31`8@nKeQWdh#SzvW3+jwCw4JMl8i4=F$nW<#|94?@ey&x>3e3U>_hE1ln zeH)ff9Y3nZu|| zo@URm+M2x6E?X*aj~OGHuz}?-9ck`nwu*bYb*TD{=3W`Q;s;BO1+Ly7BV4_@QOFU* zcEwxS&=?Sv{q3d%65nkRBosdyirechXE4LI>F!UD z;m93Ucc^p*7P|&YCxrwsWa2OXN@N4o@x%g#x@BZ2+J+S=!de3j++4<~>y=?G&%M{n z$AzrufE)>$+j792Ux=JTl=Nu|Yy#Ejnuhny#2FsGWl)rB?@MTu)_ZAjJhYcje#mO3XiL8>6fzXQlq6@g zCS}M^M7Ogn30*v2UC0;XejM#3|Iijvx*L3|-N7A98aBgYUXb}w%Py+C?`1xHVx3)V zErGTp(}m&YLtQ$MC6HxUKQakSW;fMlv1xUvJPm#)^st9+GQ_A%8A0cFSm@b(RaCb| zcVHqDh$kzC2sNM{s?e#G<5|(5NBkI+zElYi7+OQ#-d;-zvX&O-K6;;w800Mt_f=d) zj>lU3c?Y91CTxzn%fWKB$t+>tw7(;hxz<+D`&~ddz0tiU%TO&NdW{wUl^CgTueva* z>nbDs>JJ-@Id{c!98C8&9lC4;KALqrRcy7dIt|sui_%AdD`c!w|(*ou;Y(uUX&y z16gZU@%r=VPKj9P{q}`ifYNfGjs%DzQ*03!!$*EIIlOTcWsNjXpX%AVAK-3;H**FN zq4>pcZq2PqdrVr*w`a`YZFjjy_6Pey*rdixD3*i|oYp2k#9fP^<{e|-={Vdg!gD9} z_i#jB6CnYt@s1Hd0)>jjnwt}3oNEe?91=(1wq_4H0DB?$J+k!ft_sTU8AnOe>XZN7 z89IaHSiF2f#_P+^Op`+-U8$y7r*E>OD&oqml`@GQ^TXxt-2$J4l<2g@)tQ$vNfy$T zvnOjE<{44wLa!2`*i#u~`wRx_Ghs|s+oUb=tXP{i+W!LJaqU4N_xovkI$kj%&ZwUm zye0492P`Fpbdq)tAsor%Sl4?m?(Xx^Qw^C*OTp8q_of$l4Q>Ze;fYooC#87$;u9uG{Gi= zn$XFHo!%*J^i+zTcYLj)Pjb0}X_1*2KMxFM7#79dzR#~wmEUCmfBSpU_%|X`FD-S& z5o0lc14U-`P@U2JCj>HU*5ACR5*{107b8I}3P0$Ld)!;t75qc18FWDBNv*vJkL(h; z%0`kLye5syW!`H~O?Tl!M_f}jVY$MXQuj%wOhA@d$y*-;X56_DauoV+%$AdQ*~Xpas;=2a>}d4k%jfu(bhH^bYAk z3RgKCc_XF1wNZYXwAEnSv$~?p^}HmBzg*2p|LHvm5J5tsiXu~dQ~}j}XU*bO+l3BY zh2pCUJmqC9-ffFhxN`^?6BIXVrNglJu4div7M$mC>9YY!4U7i{H)M~S9r<&J?kjX4 zgT1mUm$6d@EE$!R?~B87M>^#cA0cLep6 zxJH{T!Sh~#`NcRLiAn4$Uo7Kzop6FE7gy|Bag}Kn1F|giqPxdD41uLMD$ zqJsDLmq^l07g5Y$BGnzP%QB1nXrq8N6`0<12zFn)(e7J0;!=?t=BU^JfG)p zIoTg87ng$qVDxb1iU?;Q?DL9(>L4_CA{|Ya6d_7c4hM@ z=+}~iMV6W@5B-ubf2;O>uA4?6L}324%$n!kX63$3!Ra-Lry?e*BJ`VkUl6zTYIKA4 z2Zi-bD&K%K#?RZS7xuhpJ+G9)D4SRlo8NUq{)tkwVhlY0pgGvtuFh;r1WlvX9u-QC ztr`p;OaR8gm~wV^7pGQ(A&rYiQgA;WA=>`!O*_M)1SK2gm5uf+Cu@3RuLunP)5r-fLDx;2CJ(|BcU%s7tAeiwcrj#J^iarRb=swT)j067@S*hx-qDgZx zPW7-+LWkq*H%e^cHylY)+TQ!_%u*;GJ`yFuC#Xcz#v#rrHNXA8pmae3xu;xuVn1@| zJm!8?(9{+=x|0X+lKPSWm8J1GdjUDR13V)=&lqPvq9ElD7v4yX>D3hKAyf2&qA zdgH4QOUARP{{z{!Z#`4xLY*8K?zt7puelhl?qTP;JZ`54SLPf6aPJm9T1z3Lu>5;9 z)W0@nJu_LDj6AV$spx$?SGJYi{1Xu51-!ZBe5(YtlV6h+026;TA2*kZ4y(gu^ptq$ z7t_^+SU(y`)%5g~8-E*Otp3VQwj6+Y{GHz?SfC}m>EE5;GV(`gxn+eL@#ROd~FbDsxTh66c9Vk3r4(rXC z+XV?t&czc(vLGizJ!{8|$;u4)>qE+$oq0|l0b1k7FDl^RoOQx)3@7RDFkR8XmF*Of zS*W(5EqEX;*=2-%9Uu0{`6b&#Hm>-Cf`GdZ_3v&JNgf@) z5ynfPga+PEmssSM+D~vM&2Y>A-VoU#kT5|x)AC3DnHM&6M-%s2QM;zKj-@4jvS>@k zyM`loO)c--%B!dOWjqEJ_3Ix@9&PSWZ+G4*a_uq7gq<@!RSU`I`SuvG!ZIo!7yWv zfb~ra@=6<1GCB=E0TgKa*yp$Mg5QOF9a?h||Lhy$;wN=38^;ag)tYAJRd53_jhTkg_q8H3uO+7o!=zXH9AF11Z>&(Dn>+{&=7{W$R z46~eyAE0eC?h-URc)rcclz<6m&CkcF@de(9I4}SHjDP`W_84!t-ClwFnJ{qUT-m`G z+@oGS?Trd)7w7Z2BV!0DO(y#93=D)ee!^-DY0qRUU;IR#f>oR1HBu-1h8<1bM?J%$ z_|ni?OVH$2dUqyimVNu3HAZ?&YFI3(!4(B0wt7|b$}PVmIz_tWF}#tEpQS#MiX3oS ztTq(_XE|=4@d|@y#Hde4O=U_rKJLK@#k4XNEt<+auR_VJC8vbCkCRNv{)iZXlv!ao zPT$~{GQ}!KcpOt~Y98Y>MmK<i&|L}iKsYuFgfN4Qk<*4Dtlgc>?pw6|f3 z6JodzLm%Gp<_793q|tjI+teX>@&Q3TH%68*X|K-K(WL0nlpsdu$z-cd^|CQV%rs2# zrHa1`MkAocHSO9c$|FSrV_mf2*NzFO7BAJ5Om{Oln$@DaYha%%Gz#4evPtnUf+XZ$ zSV%i4#2Eu-Hm0}H$t7~z%jfI+efx`EIM+GkfGJ1c~qruqCC83;K>=?PYMf59esy5dm@AJ^6Q+B@qLC2NFMLZVs(+h zsyb$)Bf>by!D<@xD5Ef-k$`P2Ur16sQumoEd3{6enoE?y${^PMZl1$JFQX7m{||;u z%G8~ns0qPE#P!w%J>jF-DPPUk&-s;udX>ILS>JMEPW7 zXof)+j@rv-Zhn%NWf{Jc65gU1a2AII#u<%%p#7YO~(j(KYL^%93$qRsA z=8>rdw=!GyO&pVGWC!dQIbVA-3OpF}%oOq$EZb6Sc+^gT$q7@8R}M&zZ426Gpy>FO z3`8LhEo1q+0Vj$PilR-)xVGpnJqHkUq$(|IIO=ksb^YCG(&gogbNXPb&&5#Bg|F5w z6V^_^BSG0w@`mi~^XJGjO`!sWOk%w#VLrl~0aBF)CpgTcCooGl#V2J%q$LXBk4-%t zKA85e-XcZWGgBK9A&%Z%OIXXyKW48H;~;8$hpPz(Q<#9qn~D^!?zPFSiF)lyFg5j8 zhLQRo4T+Nfc>Tk&7#WyA<*zPL!g zmelmf%{3YY0FzJ41wA5_r05n@CVP7#3l#zZ9m~UAd^-L%v-DF8Ws%vpEr>jWa5gf; zRzEe6)UQAo6KC^O^tX~7)Hha-gjR(-{_Vrw3gvL@(;#1*4!UbU6NEYEDscjK`?G3P zGBs%prS@N_Vj>hg&UIV_#L8vTE>s3XZ^6}Z49$Wu0UcgbeXith;Dhf7gI6rvUe@e0 z=@}Wd&xdm@sltcl??fOtvvJUWOvtEseiJ13b`D;9w80#)4Bv>&s&jteF=rfopd+^*9ca&n%NKRxH zMGX7504k#A02d@(%ph7kp7{J_waKc1b0Qk=!#%+_93N0DAqxs@$KS*eYtq9NfAAyq zF3Qeb>ZD-ba#+r6B2XUuExqJpG9Dg41gOZs>?z~hR=BviTqe1Q+$4iS)Ce~ND%Fo# zr1Y-56a&}fQBt%d0H$0`5bU4IM1a!7Mmkw9Ae>iTc1A{T!NZd(cJ}L@1ts~fxz_vZ zsN`)Qoxnat!T7U3JJ{dm5@T(_{H+qL-bmiW>Y z@ZB1^wbXb6yWybFi40}ZB@U&GFs{U>OzDt4M9C=enpR;sPLF5ztRQWE6Ur-g zeoQH`{yAZ}!yQICfwMRzm4m~UN%5-zh~h-&QN*c9Hi5Y#IV;d%`<<-WRl_w6*KEI7 zv&O{UB9aJZ&;I=L1|HCpn!M+U28mY9pm*sg@7-1*gxt>!fW74j8>lsNx+ylOni-Up zL8z0J{asWJlQI(La=z&a<1A|0*FBOzidOpjk9(8P@vO?H{Py0#P|J7;vxC1EkmB|t z(;OR?cGc+e;jxC5t<(jT{npI}Bh1Gu5-f3uLARKa_O^f+dapj3l|&THG%77n3{p8W za7aWz@W$4ngOJE z?Wtgu{}+aE+W{Yl6oX#4nBWyFu)N%6D52wFoxG}`e?l773pBjn2#;6dfj=2{UCE>+ zIUD%rRtD2uGBrE@fs{Cyv_7Ts@hrR)VR(8!yMbx`=_Bl0pBuO6pH4*)c|?38&wF}1 zl!(h(rFXqYk485nlO7~_BSfD#@MqHGkLTIN2J#maQPHoO|2rh6y&xiy{^x%(J+Po7 z^KTo1_0LRd>71Teq0535L~%Zr-?1TUHsqvwkt18N%PWjQ!CE36Cdd5cPXyzrCMMT0 z9?qKpA+o*0xb?P4o?}bpc{_)1TdU>au*vl9NEUxxF4U%{6cLV!I7-n&M1~NinIu%& z#;~ubQIY=fbZO{-4TdauO=Fzg16WVWXV|i_TQ$)=B!qX!XmDkz#g;B;X5fElplYq@ zTjdmrj>=X~^n-UssCAU#M9D%HBsW*4*2^BG{9+aG%Ty82C>BGBO+YF5*zd|=%}`?& z@4KUN5slwo?_4trO;MbL$raS3W8A|%nDhCtG?dW8^oyB`@fuq^)V(xK1j-s3a)Nsvm0w7v6`&9c=e^B+taFSv4Tvy#?4O&Lp#g7+tP3tAU^7ze?XgNPqM;Sk3&>ge> zYxrVcfs1M0r#{+2ieDyz)Du-6em*ZJeW)y8?fM%0J=e=^e`Y>HPC7U4w z0rj=OK>CwB{hlYW)nJv|fo^n9PB!U`lif1{*W&8-cHmBn<=$Z#7*2Xvg5buvJ=er%W^e1!S zsp-7##8hg^&pECS+#|cZ&f?U`y|_bBC7L+=in}P~Zh15lPDWJp)Sql3P#hO+P+&iP zRo(Rjo`ah|oCpyM@gDbxCOEj)Ni6ForV0}vYGiz5nUy;tuS9Hi zRzvO$fwZmcireUVFvq;QP3lzUt$LA0z&+dkcg@$GHz%gA5+4q zn0+M|Kywo7g(}t08ez$5nI8k#SW04H1A;k29Rgkr=gO|$U}J4|Ebv2PvRGm2XHI&! zkvp&Ed3RH@6W_txJOV+GP~hJfeo;7jW-lqLZ+57`Bfiqr)U7S`Xt}+=y1r`Z>*gmd z=T&FyQYgF7;oR=rn=s;holS06%=k*P_+j2b0xk%$)^hb6E(MYljP{Hdos)U0az=>G z1WF|J&qM$s&XWKfO;r`~9!2V4l0QPp8J`_kHHQQ8fFMnj*JfGz$B7no_pV>UeEgyWsb+7{R`_Y+Bl~hqL zpmm^2B7H^{Yhx~VhaDu4wQg&yyfu5g;Hxlm$Gs$m8f{bL6(4|vPp)4Et~^( zk}w=p#Q({vla^xSoQ6U);P#))S?0WO)~PbF^Wj}#OUTnc8wDgc{LO&F;Tsx@nuipD zdEoq<$$=B0Dv3DCORWmowvka5B%ioG;1A_F0nW-NLy6BUlT1&SH`7nZJ#|V~3tFS? z7(Z^ww9@~fRwF6%9&Xnx=kHiLlowv=(a3u=pgSRw8p!fMsis1W*9_fJq*K8(aiI&Y z`_^zK%lcQetorh@(et3dMY%4_cG=KGfi}BBlv+)4fMXmV0qoB>&lx_3_a>7f(2Re! zM(2{?DhRgxki`@CsH&@#= zPSS)pFIyp_sxO#O(=~oeC~6b-W?bch zkY_&a6aIPjJ#b0Fprn=D^2||U};X`j% zBMwUz4Q8JzUSlJaX0-EOzzW|$^st`0K#0hiYz@@lUmu}SHCvesac)$!EySfD(wHo{ zztdJ55VHBhCHZ<_q9^LJhc)3g?v4DIhC}B6+*cCMQ%j2xYN@DZE{7M*%|dJ*#4-j*AX<-Ymm83&y&aS_6%yxGpXcXIYRL~j@ifCu;s zrZ-C&j~7lF`YW=h1fu@|>M~Bd@-m{7IMfV}&uUMKU$>}jVUE|~gO~1A9f&BCy&iMJ zFGWr&14aCvAWc?PuvsrLUM+fa=8j{TB5XQWPE1nIo7DZd;({BIHg|1aES{|YP1D&MA+ zNk5v%x5WL=L)PiBcFPm%6b&D8r;4=KJg!Gvx=oVTiGjhnrY8q|K(VFe~^HGCu}SvPWn8S0<$`MvA# z&lf3l%$0p-waKumF^>FQZ{Pm1GP2SNzF?ozYhpG}hu!J#+$-S(k4G8m@%#~=E94)5&>70xZ>GtGVdTc& z=*TP3T=9MCtPf1HQT~>dYM?%7%c4j-m_l>34LB;2h7Fhw9{erJDi_uVklbSylZBlP zSHG*%JtvPD-52QMub8unFhEB56*IQ}FuwLA>V#>ZTNM4l#i19`ISnjKUH}&xq>;<% z@Szoxxn+~G)`K+DRwzc)`eusBXf+__243G(npF&lEfCxnk9^>FB4{;|i zV)#Ue@A*Fk(gq2zJRTR7IXm*PurFiJWR|R0>*dbdpw)g>BV@MN;M{1(Ky-lX$wUNc z1bGr>IdyNANce>78vns5g)bvj z(7ezIp~HTnD)|L}lDrDA{4BuJ;X-OOLIp^IXvOvRvsFTt14Y?|v<<`iLP-S3qTH>1 zL54;3c$IGfgUmcbfxS2o>W}kqf%WnCu(qaHe&^^9egzXZ~I&l4cAzwNgT$%pwtL0AouYCL>sz+9P%u%r1+^ zGGrIEIkQKW4MS@4MF22zf{0aF2pHh|mmJ-iOFTL6AG2Qqmp26Nt@>cbo<02Ebm@55 zwzWWyWNGxe7~5CnC9Zy2mwcD|_+5Y>^@rU7S{ka_%V5DS1G}NSQ4e~BHO%sto&IK^ z2?sjR?n3?x-r-D=?|eakRy^4#d^lvjC){YN;qe^IhK|D+yvKz63ju z1=!%e!;z9}ach zA1-L*g9JrpG(H0~eS$u%u;s}Q~hxzDl`Hlua zla@&BpQl0vpYm^Ma|?=Ac4ECe>;ninkC)AlU2Ar%u99{=d>9>cT*Frsu?!j zxNoYVy{8uZlr^)*e846CK(`ZQ-1ET!G!f1YrXheC?Ar z%~fBTpm|Jf;-^m_eyNT?PY#Ug(*lv_6XDbPu@P}tiw|w3^NU3I^)Hd6qd`r1x|Cg=-Wn;W)A|EdaCuwMm{qF-6M2*cxS+Ua_pzXuXj<^kct2rP z4Cb~kM^>n@iF1ROJg#;HTqG;#Ib6sY-#1!oEck~9@PS17Hg1Zii6UmX=T6knKu z`e$^J?!ai&`gE>avE2b8_Q>##%q}m=LbXp1zIH*2cONoS$02&}Ac>R+F*zKkWy)cN zFiH&-mC+MUte_w_id-qifnIw)<2cHc zgtx35mN@ZtgU{|gC+i_@6k~l*C8*={V~ZF>uNFCw*A`|Rr8v3|rAoOt-Qy+un8{UE z5<%$a?V#kOQkOOjbN4ex(Nx zy%xrIaXWLYCto={uc3Pj)kly!NJV5OM7LRGVch%4l^#p-GKpgCSPTp3eMo!z%AkzCd ziod$$h%>=Ajr$MF-VTuE5i7Yh^0_U(9ONXrbyQLzHK%uzWkySC7CVe!Bs{?Cq>f1mKyZX}$FyT8YDJ9EI+7}Gqx z2!CQH7x&h9?=%&nA>m^xG~dga!6*QU$GvgIpAb-z1aC%ak37$X`#Hw3i(IEqM5@@> z#(_u-k@Q!Lc%ND)^BpH;9K;Pb){x9aXub{`%SutA#m$sZ1_XXFtO(g`==o_gsOgDA^Z zP1=A9edhPyL@?hfYqRP{SeOkd;}vIbv^Sm0WDJCWw;dOndKWk*JO!ltT)yRFap3T) zon|1v9*Z^ZRe(YwAl6mod&3-&6f$dlNM5pO^s6e?S@_q|D;h^=%x*gRWExKa>yNDJ zo--nj7<0cVCc_Wxs*3%h{~w6g$dE9=IR6(}ccClivc`k<=Sb`Lx4K5i_8|2C0DnM$ zzjkU4o~)hn)=V$l_WewIt=l^Xs=803VPc*^V-|J-9?RK%mjjuN$V5 z+X5Qrw%`AUc zvkPPyxMW#$>zKaMQyxe6MN?GnT!JO9?bF+LW@jAR!SG7WWd$%SB)* zmXIt>{H3m^jDyyiHn3()!BkW?|L=Pi;+fS9Y>9}3KhnVq?5eHWvvq4lk*}L-upjeK zR^@+eQPg_g>V>1|_REw}(A`}_j&o->nz5LqEdCbeE_QXh(vFpRRU;o@98PnsV|J6@ zAwxPOd{~dG_-RFQk|e!jWBYEJT95V+ACYG=vqs+Kc(e~8sbU75`rjQU(U@#08;fixkUDNlcc z7e#1Sf%f04y1MxfD9|oz@+V89FRNm{vLvS~c+yMcWeJlTH%r%U$g0A4B)m%!gENBc ziHe=bzZC5%kbpTQY~aM2XhLc9qy4$Q`g9)PKLK6Fvik}}Bc%;~GKQehI)br4pwznA ztqspWt(KPPMx|BMtbN$JcjqUvvt@srVnrZLTrw0;j3X?)&E(jijWjY0hTIoMXSg## zS@f@!Mxk@wZ39ofq=8`F0v?>8&GP}7vIOj405vZXsu&9uw_CY=2N}YPIrMn6abbpw zPJCmYO%}DLAv#Go$hU=cb=jxVFIE-^YU-kFi}Kbbww22Suz0b_+ddCiw*G(Wtb1m& z(QX5*1_Ul4R}MMgKCj<{1%#Ykl3u>~Vqp#~Q#9Piz6_yX#(kRJZ5Mf~uUEPa<*67< zOpaoRpnVLH$tZ@n?X0DyZc#hQI!_wixUm|w$fCM%k=?Rseyh@bV-YpxdqqUL=kFV9 z5TGJsEMpxm^j4P(6s1F~9K(Npf#~8d$4?)&x*nNN$6K`>XnzDWoPp-lpu3xY~AS9FV#Y?uQ3V*>JCZ3kGjb}+I2ZB%se3YR4&B8ObuH4 zX8B!)5+6)qihFtIY<-KN64D>UsLk72qoqAQm;%e?Y8-PYw_%qlx)*;+_vDudlCVB= zepoIW-M+Q~?w9=QKlE*_wR_(j5iLtnFkZgLLXVL4lU17W=jx1+RIp)P<0=x$-h`#T ztJM0xyTW*jq#Z_*4E?2XL>ozgR)RbhmSzjRd0QFe1Y;%}xHU%88%wi!igjbY7Xsb$ zLhyW(RE5iTGUf0{#G zU}+mjP#l~v@v3i&?=rdx2koUx+YnQ+|?K>7x)*Zb1q0DTY_0;*1`<+X`wlR$t*g0i8tvBKEkWN5QYXe%ovG>qV5L8yK95+2#Tug;QGd@ z1kDKBPig1_fqj3uAc}>1Li+(&KpK(XrxwBZI7W#9Ic6jowYI?Mf4eMyt+tnCTe`q# zh#z)sfO=V;&D+3KM-3&vjFWiCe#a#tB?IoVlUgCJPY}>BnBEXuusu`NcgJG2QY0P< zeF4^~gvr~NCN8ywX+IeMdL7sgVp%+tBWGvtuFlU7p@V;(eazmk?M``Ve=Doc1`8N` zH-3WS7AxW-Mg#L}{8mXw{Uuh)wFAW#Wz&?znb-$paQ+`UDAon*?zeRvBNtefb+rk4 zKPQwWe$ow^0ugaC1ou4vm?JnqT;RZ$sXw1Ue%Lpm-^E^@<2r(*=_omYfBfeBpfcXl zy%p#sqoIG%+u(4IJ*Yzib{kJki(wGecQb8*c`_dlT|?>k~$6gvt_*xj1_S zRV>xxZf;s@A#4Q3O|xte8KAb@G)i~~8v%CXa%i{);c+76fTRO!kReH+tC|*U-h^RW zGW2EsV4>9*HowFk3dEFK>T1`lA1u~J%Q0;zeDHrVrUzH;E4nKFy6=WEV6T5D$Gyn2 z_4<6doC+El)5P}Cytxmh*9@|x8V8dnQjf|A6(<$Ji$#G7&9U>5j2a!GdI@qk>yh%J zuC`ZD05qXw!w}5} z({q1ULb%7n)U@$JhX8x-58-e)tiOT44!k}%Od$ZEsJ%|mZC&lQ&C}{Tz4AR&xs9yo zg|bZuPdt~wSiUJ-S-;Mkw(HSs^7_t&{u_vrjtrhuxfI~{yD%?xg?YJt=$`bW%f4pR zD|)KLLQIF;G-6f9PJ)J#Vu8Qk_1iqICe232ph2ZzCHR)g%FMd zkih!S4^%LcFq(RbIe-emt5cOd56|M=ui)v4@ztO_t}GygU+)$h38p+1d|YHAc~pO7 z;%hjJW&-?`J-XikWEF*PyJH0aAQ?Hhkjkb%j8mzCzZ@XFkUf03cgyz{PhV?6o<%m6j zf2M;jKb6J3uA6*)u+CGQu;G%T%Y#P{#)}LqBf~9ot-G$B{WphT+lUSc_i!g^>J{PS zvFw0hMHREC3ksDC;{yJ-5`YKu4Nv`lWH`Tm^*@-rIr5ibQw|gXFqeVU2onP`G&z@{ zzy>LQwOMVC+qe<_o?l@c3e*PHj7W)kx#B+L<@S)a*9($uFTkZhX^Xbm$dap z1ngw*6M>h4bC$|<25Yb^dWgU;s=C(e)>I|Rl+3FQmg!vAHA$Yr<~?GjDHBQ7&vI9P zHjiL3WHOfhkank9T5?@=MNUfR<`0Lc4+Q z0~wUM{j}i0ysAIAR#oOt`x#eyr%*G0AHkrYH>XzGqg}DebwQuaL9fmGAP{RO4sJb| z?%8QC4M2NktE^_AqFf2~rfbz7D>Ud0Zh8YJO?4}&9YMuNM68ZQq?Y4?rlGQ|+Ws%s zr%;V+vWGJM>o~thn2AEq8@w}KvUmOvga6lpbB?Q39SRbG{q0n_wRbv-{l=buBrKNv zYmGgUNk4?t4QqjbZq@yQ&-K2lZ>icfnm)j2+=n$6{HaWC%B|aMt(x6vv$nCR_HJ}z z+K#Mdsz=aR9I-$`nXyPDgXZM4+iy!5rE?MRWEse1kP^_n(Re~1P2*r9n1?}Z7nr4R z4gxP0ln#Ji4EmITU!M^`WEA#)%6an^73$GpC>aNEbKOue9=MHJnk3VyZWi1giw|98 z001z|`Tcog3u6n#r#kxzYx{@Q+$Xr$GMsO^lCI=kF=WcpU;zE@0Fb5MPI15^Oa^Pk zgIywI;xeXO7hP_l$=0Y;wv0wd;5t;R|5{kEou~jrbpLIryfcX4zz(T@b&stX6LC1b z+HNoTU<|fYfE_#S9P4CmY@iK&1r9vwV0bp&g4J>sjIA|gaWt5iDPLEIcUOyL9Kcq) zc2qOvvvoWAYgB90UjO>;MNu_ftzBELx37z?xgzzsRVLa~tLCNIZ2C#m$7cnu=c;Yh zPU?DF;e62c?oP|w|Bc#z-rVfKh3={%e|I&(V@H{w%iqUcXz`+b<7*uC^jN4!02t!z z3)xI6S!6Nl?5R!;XL_oj^j|>ljTez)CemRid0ib2yBOM#VJ{Po0HW@c z_cjC|=;$^KMC0c6pvfwJpyE4N^*hh1JcRFL(3L8h>dTMe5+6=jlx2^=g&WIQ67bCn z;O(CQy`0la1hE?YYl2wNU^djD?FWy81!}2W7e&=|h0_n+T222NH(_vvC9v_D>gPw{ zLD3>;oc7BpjQ*#80Y#^qDRSTrisKTw$nTB+VHMAEGe1Ykxr7Bf% z+vo}J$A0= z*Z0je@T@h3dOE+Lk3_O0x`@J47B*3cbNa6k8|;~`@8K^g@|QslGGpnY7%cPL;7B}u z8?2{}F@A=-Lu|x~ zJpiIwul1pSr$vg2!Zhs(TrzfE4xrm9myfXUXK;+^eB13^0C(yV1k3m!3q-mwG7Oi6o|CY;zz%^ul5Km$0KfvaydPR|32-~oT@n@_= z1pLsr-c^k*>D#hp_>a5_G`JiAe$v^)pX0oOa(|A4`A|;7Yosw@1`OZL`Bo2?6Ko-1 zcs20%!)#pp8%BoMJ!YIwBgPYFLg^Tc{Ef5Qy(&9Zd}9oLRp!QpNj(HZJe=L(Gy{aV z%^hifAaw4-lM=c#$2;aR762QbWk&`BZ0{x9OP{600-~ZX!Sm=C$6cCkfOO}j(W-BI z(*w(#9?8^ITLG)n(Cbt?f0Wxi!%5G9giM$?I<5g7!$=ZaiK0=KjM{DVizVI`{1|8L zp#S(5e7{&qAgEho(;8MWCH1oO0|qN9&=PWgw=Q@y?779bl_tb->(*xYYzGg1EuAD2 zBzO#roj(%HSIEcuEAP&rc17MS@lyH_rWvJGmT|~|x4UzTICpU8Cq}_B%YzBBpS90( z+th71g4_sbVy*LTZ6OucXy7o^R%7L!%u@!@OEk^oc?AknmZd|#Re!nS5PI{Xao1$xvudWS4Kl6E(saYHcIV?VmaVkUg8Zhc9)EMhX9s`#f3y*!V;cLmi*}#FDaHRJgOLf!xV6%$hboAZ*^Ce_8>#+cq<$Kz-OPjYpD9k z6a@`fxejK3sG7#ue7POaJC4aF1za~Srn~gN0)YXFL4iYx4koTvy%ynwGke>|?*ht{ zeOALhE_e-blzi>)+cPz1M?4^Z@=L_I}_En@hPJ_N1qM_%54f5lT4 z9BuFP0d5LzJ}J|29C1O)EVd7h59cl51g#V6MO^Rn`on291Prn(l&hWO04Tv=X;xdC z&n{Hhw0(B4$?y+TSt8t_L!>gs6PtT-?Z4~VWp$3vR@mL8 zm-gzj*>`(tEX;z>KVSr|3$v@LoSKm|690z*U%~$+keuWW|98<(>K?9OewSMJzFQuw zdmb1%l=S#R2dP($Y4ulf&j*3aTY51gn`!R^19<(&W6J&!b9k6=!<@%aq}n}RFk$k@ zY|fC4NiLvu99jnblfCUUqvsr!B@zqyN z)5T^%7oXnH$?uPsZ;nnwzKBU2@L+Lyy@W$>JcWOD_i`${Dt#i_0P*ccjJyu zgJ?L25)Wjlf0b@>StdUw_p*7nT8oG-Z&uu2CUvgbX0_&#zf8ADxsm3U-P%h5A&(uy1aP{iyR+Z(S>|3W=ldL6*ITr72(LyQ)^$Y3I$XXe}#M z>%839M|F*dgYB;wBeCz>V{B^GRGC$mRj^emfBWl>0LyR&?^p0AsY^2@zP?tq zZNLUp)8tpMwc)t8Fb=lYNY{NKQ=O~QDVY*~VgG(x44?k;X7RHTXPkJ1k4yqPcALq~ zagI)7Ixvxdqp@gjq6&;rpC?*2r?uLBNOWQ}uy#@-J^Zj*2b36! zj?ha?pY;ppV>}F&dFfOW4^_iF5=5+5IM~?-e^E`EcDGCL1ax^nqtieT-yf)yhkTh7 zjk1ed&z-TaPl*URQyNHRf<5!9?5Y=B~j5dLAPi4Q`}P_2kMAFr=hpjQZ{ ze`e<3VMLhUjosvURErBP%(Hwa%Ld}mJ*&A$3ZWUtqe%MP&aCDM681Yy%4}vX77!ke z=eo!@yJXHU7zu(-bT-Dpm%9kh%d}`Sc@FEU-JCKa0sh%-Z)~W=+5`CaJhW~^BF;M7 z_!G=o`(CuE5-n<(6crx--H(Q{sVf!rAkDOcaO(~0HyoFDWCtA9Q>t=V_3OLYCtque-!zz ziSA6Hs=mEWi?wYzWSr{A1MiE%QHH1CoWea4Me!l8;xs0{$uBSPDjFYlCiZ{oLKHYw zH|JB%5CF3C-^Cda)1=G90Fm$J@(3q_by{hXo&0)opBB=4YiYn%?M~Fq7pdW&>q=Fr z>!i^S``z@4!>jgaMGH`04z0*fJw8tz^B+wWFo*thWwNyme}LEttWH4vg4`t!WgAgCh5g z4r>}2WVU^0DYap&s{YozAVqt><%l0@RaJ5>`H7H-j_ITY`TEnGK>!Oyf1kAbgS&GB zeRbNhCtB}R=G12PX`!x^gZ@-mBtiPAind2V#PTe6`YM%M;z|~(+#qT{uBr&U!JyFN z-Z0MpBUQOI4)SJiTIUQV(Wt3sJic2mB4Ny5W7uOu2_Kpj3P{jZXIBFrPoAms z-?6El@2Fu2kSbmii_bfce?^ZTYR<~zW{zIPz%>PbaJ=Szx06uNq%RIch?aoGPaEto zSvG0u{A@nQc_Qrdku6De-KM$)>R_LLm9=ub*no;5$mO0oC$+0&jW^yI^67+ZjAF|m znyG@5B5eypM)oDNt1!&0)xH*fV2Y50UEbVCZSnI$C;DlM``+dte-Dy%OeaaGRxU#d z3Pm3zy~Z|&H9~2-Oi2sBrY=qQf_j^1+uDw;XAj5IjrwO?Kjy?^9iB`i zr}atL*MW~~jRW0@BmXt9dEstLd=tXCw$-!A$ZAG^p-(7{e-72}$HhjuF1_8&g*0Rh z9zO4IECfx2>@_}dQb+){eQIiT)#^!^G%mme)B&B5J|}k{v`@2T^ojdf$CSlMECTh+)<}lxXqd zi?IiZmLFgde=fA$uf0x_*@Hq=#8Ah2FDO)L1paoYP~~y(N1^&s2o{VVfM8r_deH^- z9C#G+h_ojUW9VRnM*a|oaRrOR*fOqzjh#X+W0uEB?SxJoKS5v%a~|J+*~nK6>MoPk z@XeGoz_8Ben;BnUGaeGppHLD|f}T5ufEqfCp1f8Zf0+47ZoeFu3|tG{`+0CmL*lbn zl?)$bA@x4*HL~d=WC{vM8E4#=LjZCAAtq9Gj*+}tdysbKaxf+Fb5RjsH(942j z{VorFoQZtmd(Y%nLO^DUUX@=z*7e@hY3Ed4~~Q&aLI~&2gcD zsp8E*T2-@O^I{-Z(ZS1GJbd_~oan=#!#UCWeMHf}u>Kb7b+@#LQ@=C&L@n)~VY} zYRDC~vb=#p*nZ2kOwhA?d#LG2bvmo+SWH#j0rzYIgYu=zUztj0CIQD1{Vl+glh|GT zf9tc+HqrJvgJ2q`%QFY2PFq7JS+!S1o)!+@awnMX@93@^70oO&E(?`p`&jOi-Ix|Y zsl?*x2Ue}CcSlFJx3{FhTMwe{NRpEF+mW3?gd-9S)g9~7<$va``$_N0O_~2YgA{RO z@bGA?h$_3DgN&F#9m5X+BFKU>$24X(8ye!6`1rLQ|Bng4uNlL`a5U=U<(vNkuIj0_ zmtj*56qi{+4iy41F_*D63o3tFTW{OO5`NFG@S_A&o4t@+vPB>4BuZ1%JqNJ?2Wa}R z7FQAzieyR3cJk{xyUW|kOG%dUa)1K_=50CLxqb7^DEMM^fiK>_!aK*S+gGpWoL)pI z3TSX~ySyMYLZRnhaO@$%;8uL`*W@#$!SwIj-@Er-&x3II5=I`Z#b$r?pK?n5$>VfJ zB0P~xb+MF-x>6Ee&m%l|(F;-F@%F_!uP@X3-75cNmRjHNBgA?4jh|e?5DS?t3;vxh z%WD_NRetl2OAhl<82CraiIe5hB}SP%43Ab#iE;18Bj7vs620DzY{}y&q~z!=i3hOs z-I#^;T6)GpA8`;hBLsg%zCU!|-T69-hnr+`cfRjnLnDHY+fcXQ%XU-D%Y1X9(S2-5 zx><`-#vd|=G)@p_$4lEJPfE}ymx?|^JPMDtRU_)|(@COcj59<%J08Ttok;5w-57;* z;KsX4ry$#nXb0{rjGRRb5jdR@A4T3ML|VJBAu`D>7xjm%cKLtJ4-gHbE`HN0pU$X{ zC&{KrLkyeR|b9KQI@iKBaUVBj#BcuPe}-cBO;bLPXyLM3TQDm z|CIHKDKHR~Z)<<|mJS1=L(bTqtTLt@dolB{k9-<}3nS#gQ9paL7THQxO(13F`0*x@ znfQ5MJP?Nbz-wgj@pyiH7@)f-t=D!`t9f`H+BrV*EUQOLM48P!flyInA{0tE47^tnGlYuI_OZ%|eY-E~jW+*yj+k!2)rc4dZ8aShM~5I#i}Vhfj|(Cl zerS3pDq}T;?htp1LV47iNKvMVEX}hnS3GUy!CP5goAsJ#&P-_}5riv*k444}3H@aX zOdWs1Rna%b$fQWcLaI}fYwFnLqPnQXSM@oWndSH2Ty@36@R{R$5e}?KT>gjG!O8H*r{b*U7aJ#7IpHrzyk!5r){2tp{^(I&wHlp$B#cwmRpkD`tIik zB!tq*$r=3MO_TR-y@CI(Mb*4W`p>KU#CBp@EtRSzk4e2Y zXP+^qPkIMU_gIKhY-A0U?|`+9qhpxYay`?iuno@i;$#GXS%20nq zjvg6wn?Bg912b`yTMTLqI@LwGjU}}HAWwnsqIUNyKo6t7N*^H1A;ds*j*qT$O_KsT zS4y$;P(p_d@J=7+GK7bC zPd|Q9qC-d{h~%eQ%{bzI-)5(UP*i`)G^d6TO;AoTf5EmmqAYrO%i0ZQ z93p{Hdq=vQ0AHp!I3EK$e%jJ%k)}fi?dk`IJQ`@mEKYzCDBNr*dY>}BKlu^xvS*aG zgtq@me3R9|^fc6GWwy9zOF%ON2(e!JKR5yypS|daTNH(>-cp2l-&{5jO^JV|q(zyp zz=50g9#A!XoI|(xWKM4u>(49*GMU{gAPXleSt=f;@>6lWwQjdyVFP&0)oQabCstTB zpS@H!njx0io>kmt#t%1H@&(FkrM~up&>|-r@JdWUqi<8~RJTu~XwV-4>Ofi)J+9l_ zopxuV9w<)VOlW`qDAPj4Xh=vq8`US@Wtp3^IH_upEo9ZM?wO8$W1B5T zHU=Fm;z3vSpb04R2YLOQV{p8q;yI|nta#p{UPLH+(U)3fDhlS(MHwN zZCWSLy;wfmmyiUs9<+7fJx2C_C4Vrx-DxpJ9$w zx|N6G)e8_NyBZq=aE2@C%Ut0a-a_T{yywGP8?voRSkQxF+G?bKGHB^ze*fj!@K6~G zga`cSNt8ds5d_}ooF+Gl@JGDCuVrpt zjr;kj7Im4f@&*s;^=5yRxu7e-6cDxgTC7DXviv@2mUaclT)H`b1XNMR_WJw(%w5nFLfL1- z>DVIA>M~D_SsBm*w);N?Op9G6;OlCKqE?H%o&L6k&t-Jj0+=nr5SYq>K7-hU+U9vE zXve;kht^B)ZeRTiaJ;9%mtj*56qk=m4iy40IhP?o2r7SBTaVkg6@JgJaPv|bh!|c( zirS(NneEOt0h$da^AKQnfhrPh3oDC;B+q2}>w9>SEO|J#vlDF5qAz2Lm&3zz`OanV zV!gnNA79|3->cgfudh?O$WSJzSlq4_gl0%4e39Y=5e8G`;^*iWO2zWm+jrx+*VjT$ z4`GzRUhIE%e^BkV>X$L)G-C1nlHe$RFrO@{nqIYe(O0_Z+=lzA-?))(l-s11ghy-b zX7i?WgWeL-ZcF))msQ~w)M`n2v{FUyN&bR4Hr&3x&hUgu$`h0_IdEAuRbSZnJx}We7*AZQ*fx-_;Lp zqS3t@=&8uZB zFpl2oeLoDV<{#CU$^79fulr9w?fW;yu(#Cv&$W8ne9*hujN23tJ(CjggbfUw7EF?) z$c%r_NhW(zGP@Rp!i{-ia-(({J`)^;7!wS!Y_y3+dx;ulw&q~(bzU`b=?uA5svET3 zX*XJ#8_d94b-dN3^0uM;T>D#h`q?Q%lBUnFhbz^CJ05J*4>#a*b=9m7tU58w#fK5$ zqkg(dHTi9|Rkuq*fmjz5od7KjCyZYQ$O?ZX)6wj@LboR=CKQb1G8>^xOl*WaDXy6p z%*9nT#$3BDz=(kWGFnCD_3cpVG+zRvG1Bf!8s2acu^BsS< z4d@^$M|*tbp*c$srDP7xPrhwpdD`OA6L$%Us1TE|fd3gF2N@c43!)9Dh~VTombp>IZ*Z$jJl;tb?Q{oW z*MR1o0Y~MQOV#>0_>&*6vuK<5ZS{Y}?ah1l+i(1$vJ!(CurWLFVUu^BFmXRdM~!ac z(Cy4%O9eNm@*FcR;N!VD)hhQI>-8816r39XGlN;AytQF`Gog zj0>}WI)i2yaU!3AW^awF;52GLuEu+?bbtd>pVcNe4Bu7mk@Co6VT*%xSm}Cz1^}GG zFO;p`?UY}1m`0nbnZ|EE$fz^sTMSiXPdF^(r^B4@>*9z{4biNS|Jo zU>XZc_%mvdi#UQyvP>RC4RFLFy&DQ@LBLV-wQg)->n8qcerSXdePu?8FTLI@)5OQM zHeb7FHS8u4c88qT!nc2qkw((?+nPRX@Kv;%G%j8Hs@O9+LrD{DSSk*swIilG?r{SCmmX6OTq6ijl`!rovEAI*OUf)54bqK~|X&$s;? z^F&4z6CUFo<2*=adLD6pC#7M(L?0@S8jbB|?=vheA<)P1$!L;K<7Whd|-S z1U-*9C%OZ*_JDEoHpC4@0@I04Qc5AH4JZX4qe4S<0!LgPVrS9owhN0<9*PbVCK)j~ zrAb-5^V6}LX0Cs%RI!0@;l8RZY&D*6H|C1e^|3a3r&jyAelStSlAU(coG%leAk3+E z1Tj{0b7Kv>jWcwpid%@%`{2_gVtjmBVGXZ5*9rqpFnuoCqCU5oMyXJJxQ3#u+56*NwQlCQ_om<09vFZ2{chj;u$?Bz_5~(Z`=3kQ zeUo8CjzRg8uF-`ptrLJkAl#-hn`!9BpRPlFAC6d-&EoRH^o0?T^0dhQtCO8GHIr%F z)5kSa=nWZ4Q!#6n91}yC9BJ8dD^x+jjWWHMjIGq3A|ua{8FA$1`kRnBTOWco3Mnp2 z{usCzquGCRx{Lp>*S>wdmJl}7YYCwiwanDKUNbYZdd+OLrIcBj)@x>Atk=w<1$#3H z)N5w5tJfZ@is2MehLKgnkL4xcsbt#C3oAZm;Ln^LCEKP140#DdhnDLZqXzU!#2;SK z&}^DLfpAY|Pr^1ShkwU>%(uH6n{%H7J!`m7HcWp58(}W0!tdTT=U@h3Ck2ww^z?eIE(sZSk7yE9F^0%YaWEdwSQIqF&$d0p)5{Ba20LM=4uSGLtyMl`zJ z=03G3Rnt}d!&30*EB?tyevjjQgiHOc#o6eaVw;-yqkp$K>b(oU`g^_IRz2!n=^jF8 zJpDU=#Br_U(h2@G#S#al9JS%yf`~DFx{4D2i&YeC1-)h%(89n*il~8O$khq=vIN=B z&iruu;@`$W3qzM-Qw}KtHaM4IQ3@-6NpIUo7QW|K2#r2SKvb!fMP|?kXK|20CmAG0 z5}P2si$9isQW~xPdGYsQ-IMbunJ&VJ!(8lUf5>%zrQW}O zai~<8r>$8C^W(|teRb2+jcfji1#Wbw@~WpPuL2Yi8Y6<^IY}2QLSeJE3(zJo zFgEGu!zl!rS&KE398t*@Ymy*;MyVTrex<6dZto$0ON2T5-t(W{lIIKr>zD&2v8RX~ z2SI!k1kdZH(P@|0p279z4x=}Hqq|uVn6WPFOuL>+`@ZJOeJmg`Loy!j)EXANdUqbU zJQs*1!$dT@$6`$*3Shr;T``~b$6D}sNih*?EY=h|!rto@70c_q9j;1$W8owlql8n~ zm7_TMA+d&#E)Wp|`c##L*b|{x%5OwSd>TT)HXs(!2O*N+qY&vz^))~RjS$CVxLKC< zYS`6*I|3PkvKa!-^U&p(1bPPq)R+GPbPh(qb8kj02tp(S9bH;i*C$-d^haP+U}J`&c%bxeULme>kKjV9tR1w(ey3yKahq@&s;qj0n$cT zf*>_TA#%78I5`cA;M#z8>9H7nk286Zt8HDWBL7Q`9wl`irq?s$woBDD`B%?}Mpf;u zZng2WLy{u5{H4TQ}Z2s=iU?Z3{pgW$GDI z89e!@r+2be{06mdC9pHg(|*AUG`t54sCfH$W*C8(8Cp|NVIU^^?R+Kq^6d8yFU@q; zJ9K7f&3!X9Hp9z|EiVrtHzfcdc;J6pKcCVQGUW-PWPoXZ-GuhU6G{1L0pwc{LMfPp)so`D_%y^dabIbzT6o2xv%@=X)| z1fx`kyETLHb914vfRD;_G#dTaUlA|2MSZD!glw*RKe|0oe?YBYS7FKV(V?FJh8V>} zJ{SlILcS4y4#v@pCbw5V!W`e=tIUUwUe5MSyj;N4Bm%%NAlJgiYR5-a>~$zpf&~$$ zQ%q7az{H;CiL!{ZErY*&YHjox97 zH#qKxW1S(~z!8(>@A(&lTJ46F)sk_M1t66cZgBK}!OyZ6fFr89b3OhhQ;Hlyp(j;E zx-SNIJ{Tr{vp&ff5Z!rs=phA!wU7sTI5}ys2%>^0T$!?SLbr=^OK7 zV`9{&0UUwF9Nlld@80dZv$T6%brmoOL&OCyg zBIZATsP$kKBhPa#=0bvjK}c@cp};Q)cy9neJjT*j`4%)aY$q5Q?8?aB$8K|Qnh-l& zt{^$u8+f&@dpLXmyHPI-;B9Sm=eOB_D!?&%mEyvK8&+4fldV-s0(ln2at__Lhp5`^ zntEqVc5(1seh4Em1~M}TfgcV={+j@WG`@Z(B?-WF{T=n<&Q>G=hL=)jb}en8|G&a*~7 zruV)bWDNPfMYDmz=!;B8Z;@f7&C9$1X>()!x_>|fyYH*kSptQrNVpac;)D>azn z0s-mXiuZJvqPt)+MIv9HJh|%0*O(r!dh-8QJ-@|^nxfc4VIG~vEC7g?+gV)adR|v| z`)tpr(6mn;Dt_;I5CZ!3*~OB7erc9(HlJTt|EPD<4mTwPO0YyEVPh-_;1SNqFd9#d zjQP279wzQxK;jI_%47vriA@(MaqmI>=5vzwHpY_9pBNRNn=2S-_cmLaSb^5$HUpbn zp8=Dbo|i*+eU&gWC0lFtCubg8TGEP1T6iGa{k1%~}!o@bA zw-gAX;{(;KfN}N=f=2jzI8;oKpz*B&?A+2IIV~?t4}k+b)EMPR%;j>z=^~n!lh=&P zBSwlcBt~~IBje<&Qpm)A=Bmb)AG8jgCJ^Z1?0xpbPN%5TCJ_4iWS4D1HD|~-guHc~ zwtv)Pkjg`l^fdIkA*b&lv&;4T<={hkbce(67qa>UVa!fTP`Pn{KNJ!@+Z&W~J}WSD zQ`EGv3=Gt1x`(06{W|hG3?ZioyzpT1Uhirj4hHTT!8$td&ZnP$e5pcG1;>@l-)pA1 zSUj&6Bvi~Fzud+*zOH32sQZhTI|#yD1A~Z2sA% zt*@cGik;xI0)z1NJoq{j597O{?uK%1SiAs9GQL)s1?ZmF=LihL`2P-8y6QE$og6VxTRk-kjb&(2$4WiXF&@hu~^1LxaK-c#qruNJJl{^?cU zH+hwp`x1_1!h2n4l~YA;)Q;ty5o|AG9R6H)&JmH%Y;**hHmiz3+9Ps;l*X1X$Br}~wP+^XoLDsT z)7;Co@+vL%nZ7XTd0y%l`?5T^kxl=+GB3JGF~xs3tO=MNfud0$Tl<9ExV^!mR<2e1 z9{q1y5wU}{`x5NFM>2bYA#)hReJkq=AZLj9gXz75P=nl?X~T42Vq&ml>z)F9o%tUf z^Y2k{?AFl?7|&L{ym<5<&R%7$mtj*56_-n04io`2mk_}XDu3NsNpl;=6~60N;0RQN z*7Pz<+oc0di7Ljits+Y}pxHnf( zG9DBl27LqD`+vGzEJ+y5SE7;jsd{j4syxq1DU@y2LWx4Q(luq%W`$^F^V+tXR+Onw zsr#x_r5gJzl$%(|x>BulU4;Am^MZ!+3$(Z6$uXC1%S#+0&i<2AUZ@35=Id=C%eK+O z-dyou)SE?!!f@BS5LszEO{OFf!b#Y5g5!E7!V!x4ReyK6xIZ~hs;as+LLtfgK~;qt z!AB#)2!#>tM$~!Lq9&82`0&e>Xa0yGn5*mky`8z;$OR7PJKf^*G;<4C3*u$5K0N$`t(IAvfg%4}bl(yKiu%7@;JE@n7=2QJg7&G0$i}ws0aH^u zcYoKpR#~OMB`J?BNLr=1{Y{L)ZLh=2hsq&uBZ@lLhVM|i)X>}Rfpmk;)3*7yDm|(w zOaX!R=6W6kf7CwT#}E$$Q^exl$^aX-E4lWll7%RUdsT`wH6jLE_u4K^P=F_4Ce?(y;mFI>qWLYN`F$q4tNSdG@Ps!#Gbh+LrKy*$ZKsGbe?CQ zwa3e2hhd1v;nWcwAX5rRMfU*tn3LiJ0GxDlO~WtPBSx4!Rd+b;_UkePlO_RXOH5#8 zXHCm1t?J4Gpo{%CQp3@gtTAq*-;jh@8%-dl6Icok$Jk3S$tUR$;V^lE@l!a7P=6A~ z&xE(+Ja_|A2E>BA#Bbg|XvsYQ68MMz$&axQk&*2SBZFPzvjs!!*f z^!oOlKyoo4(YkWR29!*AF%Y&Kv%%Sk7O&4WF#tC`({=)^iNlLP2MoYx!N3s)AjzEX zI4`%!^B~C{Q%&;rxRQ0d$A1RPs$8bo7=laLcDX}iXn#LR<_2e-6xk$cVi2Oj8Dujc z3P;&YHyX?$kT6Z$AwwM7lss~R`Q7!yW7|UsXq+Gp-fB8MdL|1|#I->q*4bR<=Hhe= zh@gsSHtO}@**^dr@R@UVA5C|^asBA1AA>Bux2VW=0C*ZY1l`BCo_|%qeDPoh9^q&n z7e8M(n@-U2*y_MgjiY(x!2=*ye4vG{YSLmLlIZ zvN?k^y|iF4iGZv&-;^jd?(jRO8*gX*oVun8(G>V)V3`9y4$o&8H0xK86*z+4S~3?6Y9yw zehO!(RaHxs@9amB>&l;g>d!XS6Tll~Qx^HbxX;r)fYga8IZb@Ey8m4}^*45|pG3J8 zdFSk{s&uWROMjR)jweIP;!437Pw^fI1RXpkm%79#)UGEFkamw)>SP}=K>?YXrRF-2 z9Y)drY*{e=@0A59jynyoxz1PZ(@Ja`i#E&@t4T=by7s)y0l3?p{b27+ST~-6@dEGf z3LXrYeyg%a`z#*ZMG763+k<;%u2`0b>w|@>0GB{$zd>3S*!h2urFS;IWNNi7Y{-EO zIQ_o6smXF@eBwaD*3D2WojRw}RKB;+W(B}eKEqe=pQFg{{HadFd$_M^BN|U0!hw8~ z0m-vU-RQu3rK;kcXniFl3^EUcp~PbRLYEvlF(RRycD44c_80v=SmGstG>++um8{*k zxAyO?9Rm|rpc6`+#6NY3x z;CuI2;y#!AC1uEaZJl>|({rSxjG^x{OUi+}DLWm#Fi(JVeVgb71_A_`zNG4VTZj&% zy*0Lt%uDx6IYX0aTetG}qA3Gn zjL#&-R3{qj&nVzcFULGs7{%r~w&SF?qNx7?q-r3#6B?y&*vT1*O*EPCQs342F6;^9 zAn{N*@+nc@7USoW8-D19hk_zv{;Vq=@JISQe~cvg|Kk-8bOm+r0K%fZ{wFxm7y1Y% zPL7ZTO~$;xd-Vs{%GNKJVN(tim-A;16#_Ihmr*YWDSy3M+j84D5`E8Cxb{h^iVy(2 zfte>y9M5{Il9_T`wW^wI?ZPB1VMCEzlJe#6w?SM;%8==`X7(i_VO+W!-KS4CgU>c+ z`0ST=_~7^Fn|B{B6MB}SG^X*{&D|NHDPm!Cmf#SP0EY6j-xuF0jhFwp`I}q!;WB39 zMHq!J7k}&7pYN75THJ}OQ)@n4rg$`!#wcQT=6TVz=lAfho;cYviV_ z(FiZP%Cm8pARGjCKEGf4w+$l1;>b=z2U<-`u_6h`fCG4lP?DTxidKtW-TqtIrGG9f z{aaM!Ml||)-&!TPS;3nnVT;XvCrY#Ku4;^8>3{fO7J$KsJ-LPrNwknw`6iA$)Afc~ChXgUqPCzPFAIU6Nfm$^V|Z3gMWibl#qlVOcQ(5=0UVILdXZS5dYXA!04nI zFbHUGtGBEFt=b8#!cOo~mYYJf?Gb&Ik{bITmIQEPwX1ToxD;lr`C%sKO;y(-pSeCQ z%iG1jTmrr-v4T)xdAXA15}xkWuxL7YTY!K;kS?-H4c#k^cq4h43B6{=yGCZB)qiii z)3dv+`Lj^2pdJ7upTj)`xhV-93`$6lIPoRC5HaR5E`&f3)5S(AX|$;NkX-UjS+$+a zv>10*Gbc|WOTilrlVD{;u*FHk60&M{E6b7Bc3W=TdVHR_q^_yfEbOs6ReGcKT0xQxAxM0ANA4n>o0*BgN@r zD~ehV)qG>d{3%@l3`-_g{L8PGE53h}h2-jf@Z!lM0ZUL!9mn~OBWw<53%J2T3UiA= z0HIF~ZqfK}>u%9RlYWtHRq)Qfl@NqBK$~i(pIW)wkLQfS6GS0@a#UWG%74Q{1Jm4ymLnzY>izewp$c-4`Q`Yr>3KKHOJq<5p z_oOE(cexcA2PSGJjKotDlz(_?d|&3`JI1u^Z<<+*?q@hBVa7?`tLJ1<2%ZDb``L&| zeATYrcRh;mLJ!qV1xT^`f4I*#VGv8<;UGb8#h$*mqR|%2k7XaL2sRN@`p7yEjdZAP z+L|}5_yYMrllI4Xkii56Lm@Sjs*@BYY`%_3kD8?qhU=?~C#b??)_-~gf+Ny#xz>V% ziTu4`D|ekOa59I-GyEb20RY6_ewF`H&RK}R7$4#dR0>WEZyHG8C=wm$>`SQ-c(IG~ z2|lXmkq~{-4nPQZ5Eupb-xU3#Rj~ibf%%&XI(LVj@}HuF4gs~T9?pxxb9Z3~$=TiAh(_C{ z!o(xsrX%W_3V>soiO{-}J)wj22d~H`iz8VfBCo6|D6q8%#5>{6cf2SLL+vG>Pr=DN zT?4I>&wva?X)-1kjcPA+3f7H3RAuq>!IUp|I&x?&Ad$QZ^eEf=`U?{C-6pNWs=efC;>!4uI0u+m2207~bK zGcEil#@X@5Yjq3$x<42qKkMBLD96ifg)r^A!Y}FTgb9lsI?!%D;Mcp(_0c zqaw;fqHxcDZ4_^LD=2Dwt`8wNq9}6K`3WvHjG%bv*?Sl)@+z|}Wq2zq(|-kn8qWq(FbGY; zrZj!WZQq3}x}dunvfzEUW74-aQJCLZW~A7d`CDfj1j2W(L4<((IEAl1d;Kh+D2|=^ z9>i@cyMMWMLc$O|iBt|*23THW8at{S7+QE1I(o#h{jIj;E+rl5-}k*oG6C`%xf3@_ z0(Mrg<7wRk+R)cF??br7c?uSgqq^5V5J7n0HY@E7#a2jXa_oXtOuM zLDm5UUSL^agn~33u@Yi1y;5arKCR3GOU5&~bAL6aDz)3WTn=b_N-n>Yh1cN$2!<~j z;_hx4;6+cc6}MCoG* z%q+C`6_as;jGI(^D@I*#tJv+6uW1uNEtYs}cVPgIAE}@rv*K{#G01eq7)CKs%mmRW zv413Nj#8@6kD*iQx<~1kLKm_x8;<|@qTc}y2b39!;y2gtKl5eZ!Rlo?@*!a0E+3bx zkfy_zxqys{Xdm}U;3kG|C*_sG$9wVRuRh$OXrQd>lZWs71qzcU12!MiVb z$Gw$SGA>Pia{YAG$x`AUbiD~4nrQ){J%4eVv_k8uZRM>ry|EF1bj`j5a%(d|DLZL# zq;bO|V~uKm$2%=u?NwVw(c%v&ppU!224H#415|B?od=l8z=mI29d`APhApp09gtT1 zXAf}*7Al^W@tmF!15y;8pyy7JSm5!pE~fgv6pai@odNp>Hl%bZ3jNyJ{z=!!M}Kcq z$+?Fs63jOf+t{?9N9I~z6h$X}X1|(pliY__5bShF?M2n0H(5@#H`1Yu=sz|XGql^W z9Zk%*GR-;>e%>5VL@fl>(`S$uP3Qf-ibA%an1m~wtT59%UiXl7FNaSU6nI}B=gPTM z$2>$VN>71y|Nkr@Lr2!3+5yQ!EG0?)$1K5)WeJ!{`j59n*PfcKtN*~mm|j5{ovitM z^X|Wd_X=&7VN(timyB@^6#_9bmmxq1DSzczNt5HY6~51}(7^|(%ESO57ScXt9CtFw zlvCBy&ZNrDflWecBoxUZshPBYeI6EW5_-|74_+>!2m%ieZ~5K=yxOhs>MyVG(eusC ztJhbOu2Pf=Dpoh!6`?6g7+*=u5Q$-^SpBsAnNqR&_s!qNb+4~PGGBxdgSptv{(nr{`9SXuBN367E^Sw)1S zlzj>N-_>oa@;-P3Mv#>8cmx$V0AYx+kyu{uo4Qg}@3^nGenmQ4!6o8+BC1uDUFkkR zI+iGw!@TCjBns@b~EPvelt@6_9v#Q8iKdRccZZ{0Czjp7RHw3RUPeKp0 zx{rsfRX~wEE@&bM;_?znS878!a1oIdnA@6{tvypf@L(1(pUk5Fv+jBd=MWfSWzk{BFOj)wHhSFPH$VD*7Ba)BuD?Pr25g~$n%NO4R} zZ9^iXh>CIJY(w$-lliH&K@4YxRlq}73|sJphhQ0U5C*=VK2IgFh>^sDPRPSbNgq^7 z19B%ESne^oR*g{uI9JGX1%CsHkG5j{5Hu8%1OURL4OnIz3oB#zkgmH@@9z3?L)Q0h zK<}Hj-oSpJ%+I*MYTr;QRF}89>9z4AH^=Ycr=;urE~|E6IDWx>R_NTBzh`h^{<+@` z$Yrh0dgYDEvbZq3L-UWSym$X!d&I7-Z&%ZYJnK}4+;)_~Rw-gsdVkC{j1Ba|CLj@J zqXe(t8ymRU5HKFqg(S`~gt5^SzIoIX5{6=$EIB&Q60AwS$u=_bS z)^Dp`wN+LcDaABh?+;}UI@e99jZ2uJ{!W=ciH(9$p&C^cHlmoZ{I1ry{~q*q3IPd= zbh24px9|0CpM}gc27e)shjL~EbX(B9``2WVQy{z`LXHfk&GrgT(-}Y~>)ZPfjwf^I zvCRBEYnl)f7qNk-l6*J`1yJyg zAFyi)i^!;D>ytE`+0JqZknX8U0SyE>+gy?<8Hhlq5NK5X-_G%E)MK97ps5DXh5X5% z$l%h^;rt>iX?XT`+K*W8Gmt%KmzZD*Y0eTGAxyQ}mVXsapT4rG>MC;hYTl;Zmg+Nr z3yPvAF^Vsz{SH6v6?7oHQp6@w?c zBtVBW%@N_rNk+Lu8hJ1Z$kU+Y$6^+O4N-!KIpWwcfCJMMiB$X+bNom8LTB>-yeuh3Y*}D0n=ufHhThTm zu{-SdS?hrX+~KY+o{IKxl2p7*Q*7ufwf&fXSSHO|z_c*b3F#v;33s{x5jdY31%1Fv z!GFS%(UGgIZi6NQ;U*FMnQjU-jkG;YaAjt)iOrDj^B;a|;qBL{v zzQ5H~SoTmrQ6euBz3(zUAvmbLnBXsvP0pm&g(`*wiK%Aj^u8&Vf_n@tq(Fkvb25*; zX|+K;uFu*AVr%+9U@)P8AtBj0c^rdyeSc;i$Np$}oV)upcjrbT^cUe&B~6-@Q93CrtVH!CdL+%6DA5MR74mzq{{x zwLhsU2^7hk@bln^#Lt8y&k7Y1aF4t&CjEL6!ylW%H^&oS*C%9Msy-BwA;Vz&+ze4p z2~?Kns_ETUncL~JE^IXle_QYMiGO!081gr#$&f$7(7rBI>De{afkHcEQu!n?y~@^b z5*5n0Xr=rT+rhFQe2arns34PNi^FxeI#UOHdz7*cmk49|a#E%Qdp?9wM9-DiqVG5q zBt!zC_$3OG-)Afw60lVG1Z+dr!OT@~BshBpbV7zpmRAXec-D2Q>wvh2IawI8mI}{S znai$het+dYKy-mXl2y5V=i`D|v(q$#v9ujiH)p7uQh%dn$I80*=8LJhNncp+1BDbE z$`nr+f}X9EV?+SAqL@JZq;4fm;>DuxZ(jW$7Y#(05ql0QmpwcLD}S|GTW{Mq7Jl!q zF!p6-V9en~q^KF}!?xQDX0YuJ(f}O_7ZGD#0-#47!TdAJIoj#rnTDzm4mD zyb^N02%{M0VmtfST7S=lDXF(F642qMZv4e&j>)#`QH z*^j%us%`5CT7T0U#nE3~sp`x&o7=x&wVPh{d)sn@-TmR9`nJsVCkBn_jnta<)6dWo zQ^Q&_vkVy*44_FBzS00TZndv>6S11jnf)1Q)*nrtpIU1pM$HThbSuxQYV01h(2zXa ztIiI??p4|K=cVT)@$JI+opBKF@G3I-W-l#Cv_h%QxZ$Wlabe* z3UHLfD2~UY`zEvvMl>Gv+o;J^*X)=gjLD!Z-Jk`r+nZQJH>mTD59n#YTa zVRs{T{zep&c!TMNFuU3H=1Lz508M1HbJx3mfPMNBu-i(4O=#L<_;tqds|Fe>qHf=u zs=~H!mHh>}mFw#FnVabF#(s>PVA^ki`?1}Jtbb6;bw}6?@D42g-gfLWjS-eeOA`0K;z(y+^e$fdT`y0#a3|{Ng}n? z4BKjZ2^gS|;FZRBWOt{!xAuzUIFJI2TuDq|8-puRkfYMTd5lKha=(q^iIy6NI zjDMikk0fD02X3SYC)DS`^*fCdH){eMR$UM+7-Hb$Cgjof8Ql&j%{6xpwq<=P_=Fs= zzQ~MJK!Zo1<^u$9z-K^=tUt91S)I7qmz^CtsH}F)9>Bxsg}3(4rYin!o5!pL%!jS) z#Tl7J(ieE=sjT*ElHON>V~ ztpeZK{M)?q%K!sEORFMi#q<`Ld z6eY0FW;RPZfdD5M*mUeOf`o$0B_n>;pby%sjr1WMG)5vMZEsIVLBvRF=@iXc0nAX zs1nOrzNjyv8C=1p53 z1KTADN+w_Qlx^@PC*T_2IUZAUO%Q+k;LOzct%Gga+5-;%!k~c{6FM0 z>DFJT!||*QNHLG`=3{owv#*q@}S07&&zi zXF<=VJF0vlnGzGEK@QVqxh~OmLuaUX0ccOjRGrMLQ=v><#rW5JD)IWt11Vt=UvyGj z##4Ezf4$wVAru*vcNt;DQ`mU{?%0P5$9RMN`E+bZn><2JuH;@QL`<~ zc$LE9J}XRU<@v=6paE_A99rLGH3U$aPM$`Ys~#q?iPd*)cGNj?0@?FzbL#ELet0C% z{l-$Dvpi_~v3)~z!wi@LQ$VvIm}?|(MdJ236DK##3^a2eVAwba&Me3v?I`lwijI6VY#04!-bg=-rs=_ol# zT#^8Ny7FvW1|{6kL*79UF6dKgw7?G`xnHAo$9MLCtnb^>R?qv;QAw7Ibhge{7F`)rXSs{%5muP`t2jc>Q}`kfduYE!=3xxPo94gor* zit2L`YJZ;06KXhmo>2378qFQj@+m+Dpwg_?B^^NSyL}0EF>;yF#OJan-_CP8+fxf% zXlI%4@}X<2u`GnV2#9RQv*r0*`!T8dc8KmCkQFp7aHBFAvF2!v3A_U89?8S?>sUG> z*>>2x$ogz3QS@WFufwMCp|F{l-QOS8RAmS~mVXlt79&SxgM8+VPGw35y1^9f8|+SkK4Eveb2A(TWz4`@>3$yr%5&wwAf^UWY8Af6sSg~$LiXWAyJb} ze|;}MBv~HX)~sh21^SRkqDhK6_ug~Qy@O{DGdz3$3LjnH+`anlHjy)hR6>*4-FilF ziWpO~6mvuv46SBA&A(787XQ5aOTTXR(^7Cbry>gK;5A@bdAN)M(k0XxJJ z`*jL&f136{obB?3tz0BHe!bQ)-N66i*o zckA_nf!*_%-I+u@5#8)R#+(u<*>BhGSDDdwe;aLLjw#@jObwek>&Bs@1j(e|c3*3I z#K)VmiJviL^0IaN&uFZ-<21GvFo5hMtgH^aFxxhjy(2I{z$xpW{rJAF_PXAF^G|Ca z05_>^biIIZS~h!~7hf=@-ZQ~yKr;!o;X#lRqB}MCZkAg|Z_e91*zc0bPsi5XB6U&T zf5c#?NK)R-{M&-t?_QykRFeR%!~7{!^P%0EVh^4VV4dDKg>#60O}1L;)df@}LzHx| zkY9t#ySnzq1LNj-Ti3eG1CM_#%*NmCbkk%Vy=V7TYa+ZvfN#>Yccc6<+qOFHxNP{! z3AFUi)5f;7LDsSLXOo$tF-0DEgW?Dee_@nY@KL$BgeAiaEXJ;IvF{6)_bk!rkPu4) zm=Q7u(`P#k&TbPOq4BR)HqlLp)&wclzw|*zZNU+hJ)M5MiEKkGNIk|rg5hLlql?-f zy7olS_$TY;Zbn{h+g%w(i?Ux97U{pe*+`97`f+p6s}u_=rn8&z8N@%_7R^T2e@~WP$O0lkgzzgubTT^WRCH?a#?FE6v;5~nhaCH( zsoOF?0LZzUy9<;tI4VJ832qnGRYySTtlkzKc#w#5y=rUy4CKhK(M&7dH0hsk#PKyb z`t3nrX0>q=H7~MlM{qWIe>KPPsgxRr;>QIO^P4j@D@nnNseG=1F4a9C`31d3?RC|< zJNbtn0-u14+Bsr+ZS9VIm(_5AEdfp7ZUyWeC@0F?D8MY1RtkQLKd5VX5p zX5A0Zzd?q;flzJ>6D1Uoh6ACD0RtaQp>mT?i|{ke3=E(Ayk-VZfBtux8R;{d8S?jU zW)PLk@AW3L^!Zp==d&Z#{l9?^4ivK=UPF%bDbhaawf%j4KpZ0gghUDHS1Snb;Z zE1lOmYx;aJ4s|bYL-lvR)y)&erh!J4OPCV~J6U4&Ou`l~OV}^fGL{@M_~w`D7&lO1 zNFsnEuj;3?`)!erOUkFmPcVSU z4vz1w&Yhson6B;-Hs=k=O@xdHMn! ziau2jp;$tWuYrDIrD4?61QSpvLxr=g%()lC*(p^MB?9M8i(K6lq3p0(N|lc;80?xN zcI-q;9`3oC-V}jENQbiCcaPa12C6okz>`5^NrLfVo|7f;bLdUjq2aF(Fn*#p0rj68 zP%TQ=e}Cv26ih)b7h~CczBj=z)L|179%L1ve!Jep7cB6@ zQY?HdV;(Xk4D7P9b?yWAwGJ|Q0pV8`|8dCTe=gu)!rrUHC=cZiMUl=DY+~6xl(fC(bpVaoh#=7{Q zI$`dm?O^$M^ebC+9mx~&zAa+xL?Pi0EnaPfl{qen!VV8@f%dC4dTJCfg~E#X-T{T8 z6k^E*A}n}2mE$Vr-QBDI0$m)+=$Bzr4iuLrj}8?9FqdI16)Jz#SxIx`wiUk5ujs>6 zgnsvNr<-RvAFHd@W3o9qI?$eLfDhmD&sQfo9yB`2am@ZoLWdmqqv zbGyNtAK&2B^DozLzP-wdO^M2kW}EB%hTt4AR&H|45n(X3+x(XNPN~@bC~1K$*uI0a!W<>@1}3M*3D4PjkHaHN=`Q^;i$ya z?ezVjYHwxl)-|nJ1`3ul1$mAzXP|{$|Lfly*;dzELUAH{?bpu@5*QV{4C~)5%=q>y zr?aJL!4adyCZ!b7l8&}#tB+O=Lmd1R^pWSPQBM7vEhv9A+`1q7P-!}YHfew4Kw!iSM%Cran*3$4={}wZ3CXw~zR)5QvdcOm7n5$Dgkv zra|_VbX?fo{1eRT-8OyaHV9DU@Vb|3rV0bSz!iVhaghF-ZqR+RlcQ#KQXl+;GFb2n z{ky(74XFhWWEex#;)kG82&a(=ibwo%FP!YU_D=?vKB3g$(b&28ggW9;TOTU*M8Lf7 zUA*$I5HGKSl9fI|=^E9u&t9vc)`O~!ar2^>AQ{vaa!Fhv0m`wABj;htpkU+DV_3v1 zlq-LFwst&P5eP#f<1eWP?{^ScQs&8iXlql*`&bnypze)^yl-{$(Lr@82vOCkloat|lzw+;>Vq@oPC|QdM)|G*Se31t(w%!YZG9X7B`zr3w2fk! z_8|_jUPC|E-R4n!yt@@CeNK0yUzdJ7-Q9n@#5;NP;HYA$!3hE@Ux(TdXdyWv51jh^ zc4z&_SYe}Yoakr26-dx!5B+Q?Sdl?vW-lQR zA4d1b?8wkmADi~$V{|p=P!~s=cd9#|1BbG}@kC_GWWz=dozllBDKwN)r zkN5FjR_5Zev;kI(Sn;B?`9(=M4M;UQ=?p|l&Kw!Ms=IJutiNT7x7CV!k^ zVbE`JteAb+>q^j25uR_b`Eh2Am-!d(scD%I@6Y0t2xOxSWiN2{_n-$LR~l(kz!dL$G^VkmjT zjaHTM)S6J6Qx<3WgR{-!jG8@zQIr4nebFm2>f$+!`YRA>M*_3i4H6f&u^oX9dY+a! zTyjI+l*J58oghVk6b64zD8kJKyz1(D0O4M;%{lvCI`Wy#X`g`fI^O&5TK_&UdGmT7 zHmna_Q_C3db9|KpFf~+eAuRF4Me{*GD9$s_{E=&n&rZQoS4A1vQPlqx+;D z^T;e1-w$VJh}yZ|-6+>M(CIAzYnBzZ57!#seHSw*G|{s`6c~T)Q5v|0-)GG_))z`R zxtDr%ovZB^U3%(v9#F0HbLw9qts8xCqlJO)+GoO()glwgYhMHX0F-N0fQHs|;&vD8 zJOPzy&c~*n-C%d?J1Z!du8`<(W#nu2+C>K$ql^OTiXc-HkF!Mvr8h4gUT*qpTF-D8 zS@WmxMH{ON(7}H$+{p%d#TryOVSy*A89l9Q;w+Oq-g}yRpgp zfG_jA>ie#4Tt_v(U22&Tq&N>}MP&|)US8>r=VoK5KEtt6?iaLW1xV;!y|J<#DOzI( zKS=St~DN5KEuI37>OO9f-cSjhM+zw~@YP|ipkA4Xk_#(UKZZ}V{R z4DNydxBpE1a(*yNyAeT3FmoYL|gymPI%^1CB1p1qVrviei1sPKpw|v?P!J z$A1IDQg9q|iA&;c4iP2hFW(X@_r-x0%OHKYe)AtihQF|vVN(timt>d@6#+1pVVVjm zf8AM2bK^D=zR$1FZKbLq0)PZTWKJH>IOVN%Cgu2+*{VP!WMR#RmZZjZe*HEGkP>Cc zdN{Az6G;eY0R8y->lU8ePw?c2cX;Rd@$TJsSDa1+5;2V@cZ&(30wocfa2z2L!caE( zW%`xUc=qqRe-7)uyNZ+TMHode7u(qve_5uoSwI<{s>O`5=|ZJ#V+YcDRafpuS-KZp z{#325%eJ(ii>kIS?c-O0Ww3U6X8#klvr&jZ(%2nGhl<9*s zhlf33E3v&*5+h89y_&L`5jK5vGq(>#W0ZvbJY!a$Fhs~O2Mi3Na+R*1XB6C|_6Q9H zB6wKQIfXg!t$lnmXHm7WPvh>De`l)h?<&jASOMi2VQ%b2kYLQpq6n;qt(iJ^lFoKn zU9DCs`{3MfskHON#kx#e*h*RjzgSqSRW8%s>*sEY)2&AvlnI2RLA5Jcchd4)xi16%Jlmzr=|6q``SSMqr@QMfKiYw>7}H#NZl6|le+?ntU*EW% zc{Z}u&BE#8^7i7#URVEJ>sl46Y=55^W+%ijIW~r0+AQK=vcVs1c>9dS5Mjv>3{K*s z%5#T$zEFz@f?JMd-_3{#ji&W%!Z3jJu*s_+6Ob4qPMl7Yb6ny^J{WVWAuR06uj#s2 z=V0Vc&0ReH!~RmO+Ck^le@fNT#?C9sB|JeJ1$j42uIf*^X)Rpnxfxq`qF<^+ z5ESxw8!kM%Ku*Ja05qfJAHH09ghdR6LL3=#08|WCpC59UHhvsDRngX@XELeC8J z3l=_K&lh=K86`b}f|Af(-o8UpRJHZt%#LKTmG-Rw_2^VJ@8MGrM_bJLwqB?0y6zks zzJF77)!5fzPE`);y!N08XkbfK`|T09gyt5E652jnC5W*DX&Ev%AGY7nt8V*;gWkX) zM^oA_f4{@)<{GZkf9lpl-d=N293zg!*=I@!ib?oaI4Gwmft}BH&|9^tY7^s8*e6x< zL8mE%zN&4g!*5?P!yU+;00SPi zmTdy_Ja{vSu^JCPpsV&|T&d{{Yee=b{0x+~6t2r$i~Zb(() zSgOMT@I(FvZC`guXQ0e zD|(5bPRkF?hLwHJouslVgR}zM*ffcN#Dat0EpZwTdKy( zrAi;%MV89A|Bmkz@<|u#!jX+}YBXh%GGF(#a?^W{EGx%Pmim56s4VwXKy-5?*zuFP zH@I%3dNc&Vp70}am=c7UcmpzA=_l8}sO!EN(Fd3=e^z-{yvQw%yYK}S4N)xEA8|uq zaEOtfa*{V)ahGp;yg3AFK7_yq%u%x^W+LDnf^QQKt4!lHPp$G25lFP0pR`E~DLg(> zUjp(yXK(O`aS617RP0>6fcWVfT0`S1&1K{5r~pK9nv8JvlUjjB47K;rD~i~r%zFW^ z6eHSsf5Fl48o}J-;g#~k@G9cH@G4?{47|p4gsvdap{w9~(3JwgqvsaOA0WHJ)Opn| z?QZ2z6TpY;m;mhT7}c{KZgin@S%2`_6g)SiBb$Ddvk*^hYpd~}NNiZ;dyiCzZ#GPj z`MqPmx?L8HKNzrxM*;x{1p^lj$LwKG8Nd4?T`)XwvLdE&?V%GHy4bcT- z&U1IjagQ3#+B<};x4>3RupK4VyS{Ybepo6IGp#S zf30t*tsxON-}|Io8E@^;$HtmXOkjXNxCPx?)?-i;+#9c)9|#HxS%VMO+-a{CTV+nx z(^`gsZ1+TLU1mMy$ke7Il~=1x-^A~BafD({&czc`Wxbw#r~sU%(Oa_hMcdYW`%CS? zL=uq=VC1$}|HTBLx2k1CoYENp0Nf)he@svm4=iW9Bw5r|;XA582@cOC#|Ko+pdfh* z^Sdqp{$9A+77Z*^)5zB=3j#q!!a*gvO!IZ7J}(x=|2vrR6uuFnIQhG1F#(%~^G-Mv&6VKauJaf&^ zM?KJhP0?WgAL(rclCfY%+X|}6L>wm8K$2sA1jNU`SDON+64SmDqysd#6mYY^lxh8? zXu?NpKHt6jAHI$c>k4IVWOHkTW{Mo6n^ioFt8UH zm|2p#k=+I8Ek!zP9ohgXux@}N(T+A*G9yXJ+D*a1^7Eb35^gCRvL) zje}3}g9h79=+Ulkw|T#9&F81Gzt%IvoW#NBzRmK!Y-;`Ma$Bpf&LbRQU;!Eq(rvP~ z6F+BtJ6`~y^7BieH77X8@`YSITTlj4;&iqk1o1f5%YPKFeT7JZa6BmVt%rStVj9^A zwdg-dUX5n{*U0+-{gfjz%6=>TD{-C8DGolCO?xYCMiIqiq`jax3bLwd)OM8h3S{K4 zKxuC26fyZLO4ksH~6_JMD@HCSucD$5W?mSJ5Y9-SKSzYpa~Ch*bp#`hnaLG zm)X;5Wq<|FvOdU_$B0ut-S;#Kt|V-f;Xwkm<$sd9$l9tDt&uBR3+o{aaT2+^sKrmg zam%WbuPkUqpTRa2`iHF3qW~HGU6on)9lUd5IKq#4m34-Y;->~B*yPACtGW79ru zm7azE;p)cDwBp#%pntccqm3ocLpH{)h8`n(%$q<+2!~BQj?fgmAxZC#P(Fr0KQ7}a za(|%mi|Bpf86v_+TGG@CHKz-ZV;SjG|~K)?_ApC=kl01z~Jq4=)ykF}D0mdPi#>$A4T10A)OW0MI43fsPNEODvc35C>qd?nRSt zWw_4{q$LiqWejYiqXN5YwR`ZQb`PFIEntQr;jv()$onb*0K&vf6PY|>K;4An!HoeS zA>l!})Qrr|!rP`P>)yOWZDgg>0OU|}G3EkLETuwA#TE8~8W>3rU|gnOJ*v~VN`Ihb zB@?I|Ci|<)T0gZ!-YFKRifn5LRb{8}DhE|<~YZ><y_Z3*!1&*NIw#&t)FR#j~w0KaiC9SBHNMZ+6^>qg(`VHeF?$5toeuH=pCdMpLqrm%p^$hXC=7SREo&*w zkhH#xX$e$7NivokwGGK$yM_=t=$`BhMJzcEGUk&}_%~ahyM`RaDcKdD z5=04ma1Z!f{XGQsG2$upVt@a6BUzi+?RNvc_>{eQD1k{L6L++~DXz3Y<6D13(#y5T z=Dg(cQcn$2XZI1qL-hT@%plXM45edu{?S*qO((oJ8BO)mc~$1N7M(;1n--6#Pbf;q zgq7c1UcUG08KnqEJ1+lU>e)f&wz;va^JcA%7H(4xf>%1^m-G6Fa(@w{Ux#uKbXLtt z%7L>aLllP?a!@;{Uv`qaCTlB=-quW+ai9VUk*v-Qis)Fdd?Tv{uQU*sqEQ;4`2uKA zuRLbzL4mq*4K-{#gt7xt`Nc@5H4acZB8Hyo=G-=`yRt8(*X!EHMANq1RKk{S2ZV(f z>rb~4qS55&W&K`PX@B~-t?ulXIwaWmw@{O~gRI@qkRE{&n1YO{MlSjHA{rWZ5b@9L zdUFckAtCbd$Uv_8_fi@fCrR0gyxg=+K6dI>Zod&j6vsob>8((2MShC)^kPS@SC=o} z{i+$C>qXEYJEt!=p<_9Zu_qiskch|n%@>bg1`P*~`N_kGqkn`&55i}l^7@33Lg_TV zt<*ud=r(6(UIUT@QF@#G9Fbl7eeY4+Rch4ycKbPu9Q)mi&qLVn*|YzF{k~@W-NSzW zng4#x`1?Zs>$OdaIAf>V=5`t4ZX`kKQ_%~d%Vy{K^Z)` z9#S-Zm90zTO@BIO{!X{GaG1ZDw!l87EJln^dfM~ug;+_AWy|bgYUVpk$7{~NEO#F( zc@Q159sT?_6ALrfVdJ**`)&ZW0SO1d{^7f;f&P8su`wo(6$1DVMbC8)WA4(Z0-=bH1-K%ikF*Y-P6Ja;?{yjI zIQL=#*_~6BC;F^ty{&qvf6F{`j$=GYi=~h&1~%S*CO~6HRJ6@zBZ}jP@f0VB#PmMu z+I$l7>3?awR1U{M0YkE22Oag4P1Zsmq+4V7%+-Ij6#8S?Hf#MxWBpXeZSYLEe#+pG zH*E`Xzo`oi0X=QsT)-ZMY?6OT=s9|T;FPB0$%DFyt{VC86_MgbRUq;lBPP>p7No;f zh?C%*FxT^83@Iqxy>}XJQT6@9&JE={tG8K&_8^Tf0J%U$zfUDFKv`W-ga|rUd9j5U zq)5mqDry7y&Ss5eEz@f7Myrj@-BrefL+)Lx6M#ZZ1Vp zx6PApv%wGUJcewLWtVZ7=Leg>nn$>=a+oJW3iTj*Nx#EqNI8YWDPv%cpM&-HuG zMeS$bJ}k^G6BcqgoBc(3Ynt^Yh*m|nuU<7;b$VgFEMl3+ChG;?uQwqNSLV$NGjYr$6!3v-Kv#ewi6Z*V(!f)8sEf2~wgsCuWdCt5W+?{~Ny!&xpiB9#}L zAYfS((YLQm)96y+kQP2kzzn*(*Se;Mc4r!GU%_Qk*NuZ7IG1JeThJP1XVEI->=9^{EKO5C4v{0$PasD!o(!Y&Lfx8L zmBoM70MaFFMuMeB@PQ5Q72@qfQQy*YWvmaPbagOoTWpK6=n9JlcsYF4_4V)ty2v&Z z#t4Q7!7hjcCct4c$6*L++~LPgA3Jb7e}aYP{AH!Oruaz53WKRDB-nuuc6hyTa@YV5 z25%K^<}0(^7InM%$<&RZuKtiiTw~aN1~G929(9Nb&O;_U3mFT7>!Q-v>j3Pp+iqds zF|b!K;D$DrLmY*YuWEyEzlVo_gXLR;tzfk?b*BmpYwXuIIOs<2y3KvjYU=D@f3fyC zf-73xHl{xuy`m;M%DNjL>@ZruY&Yayx4D^je}|P?G~aV%qHv}9&Vb{J9XyI`MULN< zeM|0zF6-Wq!@kS1sI_X`$YJBHpUM)EK)|-tI5fHgXu2;3!hy+#u|;(N*TSM7Y*4t~ zwy!GHJgnnr^~A*RGp*aGvIOg;e-WVgV^Q@LJ%F#)lDoY%>mXg-YRg?=Dpw80!1IN$ z52Ba_$q>jN|J30;7{lw7uNbVb6#FSlqI8-EXFDP4EPG9l;FQxiOM#rCA>}T?HDpmX ztg*2Np!o<#rzeI@J1{|tWMLZ4(PXXhoFdaP5Be5AexQc|G7%!Ef^fFXe}M>eqdhZo zWM-EX+P)l_=hVOg_K>9Vk#s$Tr%$#rW^rR?ymQGDRL5M4r2~Z&ecm$4l)*rVQ8hhy+O;$)B#Zf z;cPA2QLm*j_}!JNZI_nj8B5|hrj{gL%tRVZ!*pkrrdxYitb%}?Ym3*aQ)d-wB3UA* zOc2oAM5}PFE$Kk$8uB#85P=)?E#Pbp?t4i2-qT=B)CH%zj3k4|e;8Alsmmpe8wPBQ zJVf(?DPxu<$sl_yz2Bdi4M;@}=2RUh2&=Ap$a9WY3MVf>#Iz2#sBGbU#h80u#xln|0(=m(>| z<0-)bHcoJW2C^@0{(i3s=or=j?lhj0x+~OBmm3ckN-G#6e}g`A&!uDc17?u?srmiY zUe&kcc*tjEWm?=vChR^=?U-^Fj~vOa@+HPknGD8i%Ix|I3KU<6z%o?Dwpf*A(W*6& z6hOYW^wK6v_^s3(28pKKfYmGNhx)p+N)_5Y@M!~KS?6k7IuB$S3xZ_Mt5o2pC~OX; z?yM35xK39Ne-m06Mom_RURT9IzdC>f24co+U|$idE1a`kni7&30*t09YQGCo+h~NH z+ANji_BP>({r(G;K#ti!upByY$burdqL)0tTzH8mHVqUa?8?!;e=q*I4xp&PTLbXL zCkBS^Ftc9u^-n;MCB9xTfgddG;FsFh)~0XP5fmF&e~c!@#O~|bD?9eJrcaAe0J@NK z&X`hqPQE;0WC{vqbNbYzAg=`&T)<{CCPgw>KAI2vZ4*J(7d#Lf_%Ec};0Ec>N;@y0 z?Iw$MsL_QGpYpp9EaLIW>R%P_5uXCsn`kNKVXP;{zpR$xIC(^25YMOj)a@F;Kb6^d+e%Uhih3Dhg(JZp4u88T{kURxJlbxr ze|L9trr4Q-XXv3gx;pcD$T<8v@2TZIsBmryGRGvaFnj*#4oJif01}& zU*|{nWW&3@)ufHFUd`;42JWZzlU3@0270lvAokro6-JGdWyVKSxA!^F)LuR71Kw!) zKRylNwDnqPMD|p1L*3l{5kTX~7XU5(KL^@d?G+*qj@Xe0Gj@bWM|99CT2mq(@lVEJ zA&U6fh^iRxe&F%fU;jmokymm4Re@KzAPH8}3-5E&yPX^qmgjZr)#-6zH(ZnD4-?ux zq2oE5-D`g-;(MyT?218?9|3VnvFy~uVAzaj0r@>-0cevAlrFK?C?d^fAHBJL_Fqv7 zkPnw(Qw|iDptKGZ0yZ_5Q7;H7f7Mt^kJ~m7zUNo?C5J?$-(!<-Lvc01sRla zIU$q5-C~fEGMwY0oIyx~iowxGX&RS#?o`+g(U zBw9%28uJ~U^UAd=iHEqyf1^>wsbTszH=qr#YuCix-9lMy8YT>zAMChff+^~!Z!`m& zq;b#GgHcA}a!lZWWjrQD>yf-a?b9d+eMpj$QIe0+soV0y2!EAM;YUuO7@qi^YikUY zkTkp6p9=N_=ayaP=4G5uTkn4O$eEyb!;~Zu)5b68q9M=XY#gRbe^KwAA7G~kI8Y1F zbFAJOfV-({50Mcm@<`4!Q}^f{Yi^JTW`akxlOWhgF^N`m2zt25Ze-4c=4R(QiQiGV zZ|W8yaGh&$CyPC7@$mKk@V>46UUUvtr?Z;%PXJDL0==nLr?5DuhI(W%qmKb{WKU~^j zx_Rzx_@ge*<^`F?S+v^eL-U5OLXm z8zw3YalKfxS^FdAVH+En?BRtSf(UzIi++@i4@80m%0h=Nu(M#5(a#|;r>MCB@>D*9 z;G7wdm@yH;SjE>$dP{W`GKwOBxeIgVgi=q5s2QN~jEI_A*G&Ci&^;^;-&`Q1Ql-IhI}|@eLYrk?Im*IzE~AJ zIJoED#Xtq)xYXIpn+?`gIHwp6yM?P~MFde+KMUl|2M~=7BiK^riF82YUiq zbM$PM5}>@#&s?hOo;o<%;Ry;d7wK?B@0x}gg{2yH`{^GgXfa#?!TZ&Im$=gRp~@uF z?*6gg7&AZE7|--bPQrYDW{!S}sW6U=$fWE50g}UZ#i53(HYj~yZ!*UBQ#sDcVg^;Qo&HWkp5@h1b8vfKhAG*RvD9wFH4Qn6`ejP zf9al{d9n6`OHg%K&3AL7lK{VX4Fn0^do&VVBpW?e)nX!QnJlY{YMbM|Hug%$>y0|7 z9sM(r^(kBiIYi|%oc=fSdC-w56_C>~ zt!dy8UxbU)t{?H*g8MAhnzh91m=vAJf6jg(9>-b7o6xcT8IvPQ!jPjRG&+=oUXPN{ zx5coZNb73y~+eD{LWE8-Ii8E}fxScod^R#hnhv)tjcF0l2-hyEot7t1R%&f3%5> z1~`YyX1KJz`}^%%zml4RtPUW$G-Erph~v&d9kN#ZD5ZEl?^6a;?LQ^)rspKy?3X6q zW^bpHm*eoZzy-%!8rK%4zR2IUPxiLn3p!~i+5)g@e0w66PKX74i%SKcL6JZ#aY{q+cpq=&sX@ZG7>AI zE|%1%Zi;S^qMH^Q1ARyegqCQFUEM%Z@w#8%;Z2rgXJIGn6v$c>MTv7cb7na4X4{!J z`}Ku4xxQJwczqlDv(!zO{&Ke3%#feDNf^yyFLY4=Q~B(J^U?R0^S@WW_3ypDT_(eq zJU4{3o?iWbj?DeY+07SzPV226 zR$VD*TM~WOvL+*(6Yfr=8mY1{Vl7bQCSLS4s@znh&aI?blbiji5wOB_hs%j}6@KW& z<}GHN*m=QdHkEm{2z)mUeULJB{nYQJjK<48ETS-faeNQ?3lILq`kVI)xh+bZt=WVr z+kd79bNZh5l#zVjjlAX2?ibkTO=pz-=z0F59*V~3pEZo|iGkLnz;howPwmWSDKusj zudRm}07Q?-Mn2q-OkCpaCxDxNQ4>x{jls0=!bIaBc7r&z>*{6za4wqGXh=5(D7da0 zp~qW)Vg^`Wa>A%`ky2Thu?&F$N*>2BYYS{agr?|;JvZ>tCFns5Kb-^W;xT&U#27tt z2BnD}+)AP3U@cuIT`q5^T9&|-3W`hmuR^~1lyaaPK?vZA2nca~uW+EgMB$O3b{(#B zGe5)!s4+`SfFL)GOc)Ol!>2*{NUN^WHzj?4m?HpDNsFe*UDyEb{+frdyeut4;rb9h z9Eiqzke75@h;lz)M$XjiR;1XC)8u@spBb|#jjtQCw-#c(H-{E9A$Q9fW5pd6#lToS zy=9F=Ztn{r$xT^!RT$j_HmX{q=A<1^s#RFn^;uK3v?OdEO>O@Ch~GDaXgoBD`< zg~rS7orKS;kw3j{j${UA930{whP7%?lb&Ezl*xf^1( z;y(gXyl}v!@JvXXD{R0G=K5_>G~Kq)bMNLsu3c@UZ(_w=# zjpZjvA~=sEP<#PNgxAe1CyKz9i9b4VhsC5egu=;EE#}2E)6|_!(5581E@l`h@yLsS zVOg)s6u`&H>bQOdxDkejYb}wK5ExU<`ebL057$*pmp6QDdxK?~4^o`P^PntKejq|| zXTu(BOmkr5GCvV8>pqLu95{@BKoovwbo=gg;a$InFac@`~60W&^H2b znRO)|Qp2WiOsw&mmT(%H8e3C_{AsAIes$rb`X9iXfet19ET`P3%iaNh&z&rOftwlL zPP}vX_U(Ap8t)0eGKTL-H87Kr8BP$|Ru!>{{!pM#lKtB{U&%~MkNOaNUqPA%jz1)ij6>v84qlXhWjchot$T$v1mvV1j=DiJYUCu5>nFh(ot)53lD?BOt-kyy za1jd6PEeZs!VAdHoafF7!Z#|sbQuBp#o354ZG?_Bk^CQ-#F))b(deaLRxkbo`cGw)mtj*56qm2T4i*78m*HvyDSyRS+m72d z5Pi>AIBzl#Yf0*61?WSPW(ySC21s1AK+*?VqHSU&QIM$Yx?kVnO}BNn>m*JA1Cn{u z%<%Bc8KT90ffm0!L$l}W&9kfPge+1&jY+)N>=u}${yK~n2?~82KvTZ>=zSt2UjDuL zwV!u&9k0iekRQTWWJX`}`+p^lJeDt4Btl-vO3@t6d%@^!YhHO}p1<9gCu=1yspO*a zm#Y9H?}oK@Xj{{anb(T3oaN7F#!Ng|S!-4}^3(8Z9C#-Wtg*)PO4!%zK&w5oCP^{1 z{*KFoo6)ws+M7S0mn8CN(Ya}#P=vtGqHr0?BI^ph zOQu2W?D|yNFSQc7!N;uir})x!=w=y29)B-c5Bm|lb%o^Sb>E1t zZfAJT`A!9Y$C{CM(!rx;(tYM1_B}9w&LKQ(39o@qW6zn=fb9;~Rab5u?&YzzYtfx_ zjbkv=h86`Y+`sIW?%B6+9$Jz0)4fSj>&<`dC@gh5I)Nh7-naAcJ5$LMO-;@)HMv?} z`1rliBstB^nSW3+#H8Sc)1F*GWi$@hJBLhWVVlX;5g5-b<_}cG^|KZ=Hqgwmn~A=W zJC{AVuku_=s+fQZQpVn?KY>G@=`sH3)*hYE+;o*?8|c#UfyS+!)3s*Zz!5yOy*CZS z$DxmuAPW=k_u;F=6E4q<7KDZDIu>%^o5mIP(Cj=M64mO@WvEb_3;h{8 zpa!)8%a!L4nJJ|)6>hGOsf0V^qZIN4HW8@i#gX@7rhN=2QmY8Iwv4({XYoM>8Fb-HGOS3L`T>}Ah7Lly@Cza`O~|ND7LmD78(5ovxy5q}9j zpmQoS{3FN>kI4;Vll!o}Yd}yMu1Jb4)N<3Mp$0>>`Yet{3gCH}1_O)+!1nr$X0|GU zo;%1mrpriAtcu=375Ock{ABJ>{Lv_ifd{pgq!_|eMdVkf`%L%!I;<4PZ!9PVNYafxGOpJVK&C)uO>dR2Z zN>o(F3?@UBi4YUF{M>H!o@=tC_z-3F0m zUDK%DyJ$`rDqVZe1F6Z~0G*VQN#MsgctU6sf7pTHo}!YCC?4KGxyyB~kR+|E5C5SL zV0nsCtX2=9T#qm?A6S!E$4N>ibKY*A{R^(fcSe_CQw|iDi^vWY0Wp{1)CDSk#aUTz z+eQ$6&#%y<1Xv7rdHc;plcGh_2gg7PG<~4Rm9#C%WtLm&G(*-R)O|W?mXbtHcjI5`d^&{kHx{X}tOU z?k6|y_1id`4)VPabbYOT`<}CZCcoPd>aSVX<3P|)C;Cy~1wm%@MN>UoZ?*yP*Lhj8 zaPq{NbmG^yBBgp()EF9fn;dcXWluZNSwZZ&KBs-T(V75 zFNvrzDtz1}>7y=rC!|^begiNI`KNxed#Lj-ydG-(Q1L%eiBJrRYd<*? z&q3&=sY}tzK@iZ`BT@F8D0qt-7ZPxXLJ$NBS^T|-EGi%<_J3Q@PP-CboQ_q;zE%PO!*1=E&>krx48 z^O)NG!HV8Q#Ql*MM^p1U8wZo*h?dD=BT4@6dHstjboYAc{m>LD7ta*h*h@w%7nOZk zWK&qds@i5yh!)L%GRe`aq0 zZGvbG(Fco$bX^X0&DHkdfuBP!p&tE;WKO)mCsr?)X8J-h0K3!=JGK}01%PPRB5p4~j!X=WaSGQMv%BvgKZht@Q{o2I+c(NFx$i+nPFkN!@a_g$SE|L&OcI=2a7 zo!4vNFew~x=+mkbFCFbSHESGoIkLQjR%VvxCZt-)o8Cs5(d=NKxiqHjZPqGBo`k3= z3{S8meqP=}8NHmhK6uTH+U1)7b5NDcGZ9Er4|ZX-Rl|en8{yW9VXaEBCXkytjv>IS zToq9i>msUu71WR;t6D8+^Mg^+*y_oZQp1>$s5pUND5d%zP3x|&fql{piZoIY6`N^j zXyha`i@d5dK|!Z3N&z-OFAGme+GXY$Jb@)9mmE(izPHXi{@xyY&;)8z%E&JU^WnIigexq)k))SPpH)i@awS z!G2k1-!fdKv|SrL_MX?jUfJFElPCQeF!^=S((SM}2QeQx5xBu9dtswgkC%DdTEm!> zHVlh@eB^nS?~9uEy{kMoMK7drUn5H6osRXEF*2KxEi3r`!3|Vd-95i-C0m+2p=^cM zUtPC?e}m?aO;HUNhEGFYO5ojvf#8_8Y#I7(|rTbs^6uRl!>9a@|FSrhDptRcjfc<6x4T25eIPrEPV6Xop4)hhdd{Jkg!ppU(~ zb5IkPLtz%F!C{Ic!tjp&Wu!=JH0O>Kb41>f8q+4Mr4h~c-OpFHUNl>KdfcAes;JI? zR`iE;40#?Oo_Wb06l?)P{etHZFp!mMKD>|@V^X1!Fz@9;c zP~S^@whM-}y{F^j!~EMt6f)i5V1AN|PJ`DdW+dUac) zv%wz6hF;)}A2R$07(o`NGoYdWqao?nY%$ainE4Fj@B zt?VSVG6JdPBly`#(|~u(ZVx@FCz#Vi5a<&=D33OyQ~?OmlBr^%s!*oxD?8qQL7(c? zISw_u$I4PMNXaZ4cZdCDi?x>qTnr9nW*OV!cn0dyKjB*ioY0t#*%#+Sf}^^iUw2xr*FtwR=NR`ESxUm>A1LM(4h-v z=ZF0VgYGd}FkvewnC|n;CHwAS;o$x#8Jpgi<HzYy7l4!|P!H3mUg(>Dl?#1GA3q-Wu8gVu%lYcO3;@97l6kogO0fwY*DJ8?mz!w*BriN%)&)={I*Vi<5tW z@UdUmAVw!&2r5@p)Xmv9r~(AJpC2wf>PJhDf(nUZmG8+UWlOC*I#P|CF>n}JGANz> zgMK|bs=!N)0Zzi(T=x1#<{#vf6M3f<4CjD%oq#lWq%MqKCzl^hI{SHb{uRMAismv| zfoKD=k@*?XUsV#1gdqe<2630_m1!2t2EDm^^*1w0z6Y0KQw|iD&(IDP0XLVS$POxh zy;xau+cpq>&#%xUH4`!fz%wtM=5VG*(oF1WGn4cI5+Ml<50wP%sK36uIB1fRJ$4-D ziQr;EEOz(%cEND5U4)A_Pr}*r#l@3nXGylmgFKJ>KzR*Z@upXYvUN@;EkU>-v>y`C8%O(3_jKsmw^K;5N7V)<-^xgDj1|)vvHs z?qQ7epxZUA!eQpsyb`lnfl=5tA9<-hTFC}Iu@P%EQH9k_?H95Y?qIoB3w5<5A^7)8 z7l21t>b+}l^_5uxK3nfF7^tj&J*ihstT^Gn@h0J9lWBVUj0Sl`kJ9i~6ok<|P{1A; z1#kIRS@n<{43e^xU+|owluP36ng-5KJWSXa(@>nl{LebW>{{yLZdOW2fcwz=8kddX^=r6@8*}} z?j#>&7Gl3tz+QVKU04F9lE}IUwd+;0?$I+N+LG129i^7>+vDQ*CQ}<+Zqf;Z9TpM z;lbI)4Lb;J^9!T5zXxt$tdLg4H9#JpCL*qK-+qJoll!tj6 zUdgT-{9ACvErM)|CF;U-m&guBDEuB_ponxjLm3EWC<6&$DPGT5bQ1TdG2mXm{ah5% zAQ0c#$RkGAJk1{m7;NDRSc|T+(;M@|h}*9tqWv4OcMbKSC<@DQKRLi3bJ91tjNF|| zS@Hvae=MbB^kWI)qJQe3aCGH`*GV&g0_b9Z-7pOS6-i3HSCVgS+*0Gqes5GYh2l5* zYNapXFxH_0y-wiOptA{(TKM5LKpP=2%})@_f1+*X*Msk0WKAh0Z+dAYs&l`%@ z#$m5=e=F==2mc(kE~li8a3Q;W$q&mU_8xwJ!=cdi-XpgjyJ@nGiTkYwH}<|2qtb6G ziYBqzIc-Ql*GyWvzV1%Jb6^2%oR2q7qkyt_8m-JKjxA(qz%r-Siha}KA0G@TS|sb6 zy~S?ZK8zq%!}gBb2sPw(Y(^XgS(H2dBVL*3FI)~mKYq~7ed^Rn63VNxt9}H4UO|CT z(!XxR8C)RFku;k6=_!Xo_OZ#*3t5TVJeouSp@T;)NM|=Jn{J|Q2aJLV(5D^!uYym5 z`FWTV<9`;=4BSuiAj>Sx(>$6idVTTaf1j@=qL*P)4iuN8*bWw#8)XVAf6ZA-liD~C zzUNo4H>esrlKh^ky<{fYs;x~938_6Kdl0q&CB|lDITQZ*G`854ZNId&z{%1Gu z<(oL|PeOhOW04vC_OF>oeR$(tIpyVHyj*r9yJa%xA^q!wjQoExtBJ@)<>_ zk-RL;r|UIeyfVLAQLhARnj8D6mdx9digI_b--b60uU6)xppwG+c%aP03y7bEWa8n> z4@uJL91Vwk@}e-E5`?jbu!obG7sAordul73PFG9`@KmrFiKgFpf5Yp_NN|8(lG~XV z2Uu(O{sU(fozD_9WsNjr>Z;u7lj*N_dW{G3v8wB$0$t61_0mW`BSh@nWn1MEc5Cz= zq-QcU0ZayJOj4^N_OmE5Dmo+j2j*}?6F&=r3#}0w0}rgB1Vd{m2@cThfin#}kPtsY z@zG^m;ec=Wck632e}bm%>RJzcSo3^snr+k4()m;_XtQR;O@DFg-g(`Yg=wy->i9Op z(bVp+;@SpUQaL})Yav)}r_-u=VB+8+4(#GtB|RL${XCsr9=Np1ZrW1vZOOV2%fUHV z8_c}JKMB&tZEb5da(@k z7R!*IX5FUq_a9%6>_`GX!+6|yV6HIpBb;7`WGKBnc1d=5?500+T?*E$m&)4a5rdXN zGzG`%e7Fl|e+g2H?(Js7oxi#x=e3GEbLoOp7xmy3AX!2L+VM>0&m4XqARj8YWkoNu zQBif-X#<_q8UJDJu%fJK(T!=G|Jb~je}x(Tr;dUgXNF$JJPM{;qtJYoLch(Fw3PR}k>u}LMy59|s5g7r zGY8%stw!#rbso|%`T7tIoWHf(qJxYDZJdjVPN)!`)AAs-JhQ*q>)<(+T~L}VmrEBE zU382(e<$sDGlkG$V#uyF;=WaZb0-+6`U`l8;zkM=!#+C+F<>IK00}*EO{Ec!p?Wy* zQy4V#)9?`VVMM|0o>grZrrRx}!U*}&$mH5Cf3&Mz#vr-AbkJ$Qv8|yO%+f;cuBBUL zQC?$T{B!{T05w8=qQFm3dL5yQ{g}8J&L4Gsf8vl@)SJDu>Zo_Y?S%+d<$a=QK!<+k zo7PS&`B!CRR`NBJLq9NBfczwW3~Bt>=#a>QX~Fc7wQmAa@d|>4c9{tVsDjQM8M-YO zQS%HJF(sYq%Jm&U&w?2NQ@-?l3v0s9f3B>a8%&FjfdGMXC42qN@r|o_K}dX*MnjJ~ z2M+}KaYFh!>WkHD`Xif%7;2dCO4FSvPh&q#lHpS4jtbxx1igCB`kZ@U**^uCkW{IX zy6S^U*X5X+LW3V5RT6=3Mo-4m2EKW^x(&d<_~#-15?gnxs^mUm=*%Z1x$q4De^!nY z{0KOIMR%;>E(wad1#D&e*G7xPOmJ1X)6#;r;@WP`f^~3OoPRbc*p>mLSMoT`H;=E= zpjy8M7^7cPr#YJp-jy7g6s-3Otcbvf>)^2e^l|>Zr5i>UwR?Umn54YyDyyRcMeerj zN3Ux!KpuV!X?Qn$NQ`@A6584vfAFiSKGh#!25*J1rD3e8~DHdfTM3tfKJ_82+1<7Q49@o=La2>%xufX;27yN_bZgd3K zN2*5H5(igP3fwvV{<+goB~#NndaONG0S=y_4D0L=`Un%nP=PO)Wx>}5Q(n(s{0Dy= zIk}f%Qw|iD7vK&Sm!aDODu2aT+m72d5Pi>AxNkC0F(h@dw2w)epaqfw$-X6h;7VMZ zh%SaiCH3ETM!Z;(z1wv*Zh^&0q9}8C=FFTK($#iFSMOfX#r4(gi~77 ze#LlBvN&07XiQiHL*?po@P+eq{nzau{=1iN(`@b7R!U@V@QV zEDN^Q%1)x;-&C*K#(#`3&Tkgz%^>F-tWTG#UjXkjIo9HBY#fvOPo*hkkbpCPc85s zg)fxyzsK0b!M_uwb7RqV9dOD# zHbA2O$`qP!W#6@h?0e4(Bs`=F$Ll9K{!tsFAF@$3j*k0IHQJN57TO^@!Up8%uWZZz z9&)$q4P>8QKYu;+*i&LJdwT4#fU(WZ8M$C_N}^5X<-*zvkvbZDDjrEhqBwT*aWCsM z3C1n6;7wZ$wQRJ9mIcGU#Hjhzs#&#dJBYWsH*afkut7NH>Fz78h!{`;Mum)#JW0$_ zV!K8SY<^kbmRZ;~BQ(LXqERclbMMTn@o&0 zgr}Z7`*ZXnl=<2uoJAm*;;ilDzU?$}Dh5t9r5UYl&Vh;3vHdo97yd18yE%7=+ayY# z7?#Wm2}aJDA)B(rb-rUlTNaSWygV2h0L6;K(0_Z~KpVgZ*4k3puQ~~3>8VPe1o%Yf z_*u(}cBrhnH?4M<=%KS{+$qRPkfXG>p;xulyM9^jPvKxsa}13E>wMuD95^}#Rv-DB zqi>+%50l*c1_zJC&5bPM)fHuUZ;CR!E5K-|=(TxrwV8QyTAShcm=N%0RHyNdKSmt$t}TZ`mhu2K{`a|byW8ZNni2;XDwbPRkp zNGbf_1)0IM9AhDZ%5A+_i)Ij&Q}OLdk$?Ai7eJmN%$IF|=2vc*pV002GHpQ`e5LyS z!HU^PGrAv`*?W!H53_!NT)F-~e+JXm-X5`sCTc%!_zAv0IZRk~2a_$;a^=qO z6R58{`8f6)gZ6+QGr+?~OW%|@+bA%S@MDcP)V07Gfd+>&Wn3JQO`IIN1h=5q$A5ow zI#iS!nm@HM){4tXeEwdN`2FpyvSk?cCyJrwrP2}K+UV(Eh~g~4SofVwBdLegA(wy`{*5t8e->JeLoC%k8JXebWqOZ}_!S@BYbb0Lnn)u@6EPuitGKfV9 z?!~Jd7SRIvLB4@JcW}W|4Rv#6t@oLq<~* zKv(4Lb;$*qCG{0CmyQ$;XVWkBmP^pE7Q2_Hrh!2@&Dm&M5)l^1(7og&%QD+5<@5dg zcKhNVsg!lg3T19&b98cLVV7!C4hxsU<_;ABIhWv;4J?0IuiLf~e$TJ)TVx<+xrmb3 zx7#H_ilPWo7q~!kA9O6*W}~fIa&rECha5_lWgXw+q^IbUM_h-qeDjf}tHX+}-n^i* z-|x0BzIh$rjsZMVJyYb z-&akecb$LE)*CKqP&cORP;7KvHD2CV4GKk{cc#uYejS>suUnKqnG}WY=zHJ%_VyJ@ zX_?K|N$}@>&7gP9VfvcMK(}P3`Pp$dUiA%=M1@~++Slf@+sCU@riE^2n)U6_o9Pdf z@^buqNHeoT8H}Wxbk~`x{3lfwNpNS4)gSDK3hsZ8y3uwiSV2uzh!PUZa9E)=x=gpG z(AzbG$-3?QlXByb@-gHOY?|s_o|N2JjxvI}I>?x~m+TMJePu(5U z@?gpXw(lx?rcY}wgS0Uls}Gn+NWx_T0wYRF)C6{%S$MS(9Bj#9oFXBQN2AK~VZU!= zm;`^EGP)=C2;!^C= ztU>~YF>!9z1#5!SqbMGR*-b9j0(}ILVirQTdaBWF4UlM@dED9aMR!D;@Pys&4FT(( zdBZlGdqeODydlBDVZ^2oV28SVrtD2`aNr0Dwi6(sM5${YT)x>MU4?BrGo5ca`i+0} z-fp~y14Eu|q=V#x{!EyHk?C;dy)Hbi zPHNnjfeU}S1q7$_aAp_b%)kO{*#du%{&9SR1wul@aKQqS^Yct$L%p&ZwiPyY$FxHU zGl7m3tHow4SymcL7FH(}5)~_-3!ZBM1sDSAyrkK(<++dlz1MkuEd%&7#2obnX9pzD zCdP^9U5@skKBn=dt9TR>uGq*Nt$Fm%)nUm=4A{gN)))1g0Y6dk?a3x+I17I@Xqbf> zm4Q;&W23Hw_*bxkE-|MazgD zLD1ub@uIz7+GX;ps@s=e50W>8h)S-JSI(Um=RE61@`@N;;qQsQPKw2@vUF&;cT9Qq zV@c(CrM-}twnbWL?;vhq-ami)JpyCDMQZEL2BfxYG~6fLF`%{D9) z1>2+VtD9;Ei?YC(-Alo|dz`WX$36dF+@D}bvy z?<@Fp=Yii-Fhz0_O!#g5$}RY__3IRA*SHV|8Ir9?{eox6u%P^Ls0vha)L>6U+rrZ;TA8{X1D__N1=Jnaixu)pJ;MMLnhVl$Xld=9HHM8!*d zKqwN2$si`1NU^%A4 zb{(UST$jBqSfGD<-X!@&PYgVL18^=)&~9wowr$(CZQF00oY=NcY@gV+bz<8&Np8OX zzxUQty*1l2JG-?t)4MbEba%>eL}gHx2HZ`I|JkMAf;-p|G1a--3p2mf>~_Qo@;CC> zLeWe_{dA1@ZKZcR*j+Dw%})PO=e#{H)>2dbV-xi|h@i{E{7CZ5bVFrh;e^?HCi}-s zX^TvmwY@iQ?5L*w>5}-BRt&l#BjK9T_9rl5-Q0B__yS-H@AeIoXB%h8{M&Z1#Q|*# znRqIzxg|yXw`8q6O}GlXLAFiB*;FHR?^^uFr_NlTwR5IVw(;{D>Xa0~AH~w}iEg@Q zXsc%YNoYL?8TjD}qSGZD$=-0&3)`fnBI^Vp^xJIxXi+IV#VF7}*K(C8AGj+6Pu+9% z4_a^~NhY92-X})KD}J5x^_*>!C5=qs5H7p!28S7?$?PqOpOa>bHPUSVTj$A8mEjmt zDTz$__37P_pTC*GTT976nS@MNjbOki@Xz1gqWdL|{ie)3SQGh@h__uM1li+ z@U--FEhV&>k_wZV&zvC`KA2GMq_3w)(sF{6f9;U|cbKCuNUQ0{kI<;;7S{+EAe?Of zk4`J=xb;6igO|#%X68{oFB+5zb4AiHqxAoI45D0_lm3ELj{5WYgx^D^yuz^J5tB!j zBpUVb-h*AZd<9dp(<{<+^0r*ni>mPhm`ehETVOJ9LQD(q>YxBlg zTOHKjC>Z|sM4xfYek;-1730f>EQ1==L*@BDE4E!xo?pzsD`@J5DqZibbr+vJzy4sZ z+;;ckt9P!};d9QWCDoS6mq+}Q5VWOmgBll><}pEM(f~?^=E*3du=pU0I&{JjXRJQJ zMO{|imgA!Fx8tIrk4YM`67>XhuVs-R-1PijPwx7m{#MCTYrWkT^hod%1>3wN+48M`IEF)-Tu0wvNQ7=xWOx>f))Qm~%4na&w~7oX?kyvc=#c>( zLzFL3->{Ill0Lt`02q0vakD$t09se>Dfk}uT8};zrlxJ;6+ijl6dP>1`+vy!WVPx? zp||yU%nCu!CAR?{#+)qCRCMv@P;b zXgMNcyr9I`0$@35;2QyYa(<>F-8p+Jx>ARnEPsCwhhX{h8FH;)$wa^j)n|XQvJS`* z$iRL=t(w0Jt-43=PBkh+OF=p1UGV&}D84W9efg~wF9LE&@$u>*p%9I=o zGPZ%61igf?YOIKSKuw!M>M$0Pp$PK##WyXDw6@Nl&a_K_o*g*pPn17;m*%O9v><2Ht76fg?i?l zLVe?qK`~_1uBgjxi1i#50-!o`k62Ve1k(t8<=Y-h*lHY7!6{JMccOP7@-0WIRPuI z)o9CedO^}5ZL5os!k_!iNZ!ZcapNwY<+vaAt?2qOIe=8fi@lK z_4v{3*NJe?5_Sx;+O_mJjIU*fG1a0OsYL!3JYVf8G~q)&1-t@es46O-uZ&%{>C2+g z6q)2YmrS4@YI+PN7uG(h^upcE7%?f?x^_~2snr*xJ=cqoj9CF={l7)k0qgZ?!-+c+ zc|$|pN@%}B&;>y*?3qdACCz&)DxP4f;Gw|%{yw@HR?FGp<*IKWxbWBL|NZ2VKOH*-|!`{Z3Uz^lxfA6 zcPLf>9e4^}XBcvQUhkrLW7ytwlD&ypw-a_p7@6cV{ytisP3hDxUwQsLZhYw$b5DAlV@M!^(YpQ9J#2EN{ z+k-ytlDFzxDpXLG)tw=jv;EGNyCUOTM>|m4|JqEVL@>`@GvrKX{yuyy_$6DsJAU)n zQCnuYQgW4;Wi6?weB>kR>ysB}U8R11>P*SY|NAmpArI#BeQ7DvN_YMoeOg9a|ELiF z%32ckC9yfqB0etq?(lTnM(31rdI!^6lPzJU(?n;V#me5V?uiSbYj>~N#r9#t`$xH@ z+SPbe#gsDcEWB$^h4d|)Kmj-N8b;~eTfL!Y^Dn`B$oy|dbNBY!vL)gd1&zkVsDCss z?Yn=h#8R;-;d_RV*y#C1Poa(a$D!8%K3md$0mxB^glOOAAt)5z55gVFx}A%_L<_Z! z3`IWs5sbByy^dP-t%Dodk91aN+J^ljMuOvBg3z8`XqoUq=zU;qxFgGF^Qa>*V6~_p zzp!ukuwwacbBGQVp(O#?g`FqWOgQnu;!p7-V9RS6R}BuG+0AIZcC7?>JY7+M8@>l% zn~R0L6e|{G_p^SxZLbn!%C%f>Y$pY}+Cn@$OSa0c$<#d0mwW}0QGLJy){c-~+U<{r zaC##?QV>w(X>1V$#)j%fGiXmL#6Q}3YO3n&x|)Z7fn}xzm6E_o7~t-@phF|@+sri< zK;}=`W$e&z6teKw@^mJ23CmajFN{83=Eav$rntKcW(ET;{9UwAw!w-@M$e*5;c-bI zu`o!R$ttazWNvAsIRSuSD4GzICl^9{;N;GW3$`3zG&$p4m7f!wJGFVGAJ-lMYxZGt zKkmG;qDFboqUe|`-aR$Hv?Pop#Ln7yEpWaN2Mp-L9mQ3gNS)n2kfuF=TnYM~UKcf2 z%U<-jo-9Wv)Sfn?=!#yB)4|%@n?>7^z-wE%l~G)uwhURg{jaM_<+t0 zG*aRV=rxidd$icu^)QsKg9Q(r6aM5cmO-d#JA$Z>&4^ewEPH8)7b_*zk`QVU1iVeJ zy&_3+2GBH_wtEq<>iRGsVred^uRab5`|!Dkiem|7pif2C&1A36v7h^OB!Vq@F`+XN z5*khQjTLSMV(hli10sal(v!`o4vz}95VM^(Dk>bgC$OUOOxsS)%^q7Pp$0c;L$N9{ z+`DliN?_HM+Nxk)v!gXdWhs|NJBOYlcIuHeC!WB3XXhy9c}smoa&{ZEOwfStPb`UvD^Nb zgU}ATeMddgOD-4S7lpKOO0vv+X*f~&Ft*d1@%x^nLK2zcUqtNis1sjM|Gqeyz52xX z%G@}y;&-$zo0~NxYmcE7a~05L=zTMP)eCeWoC_2#O$L`ehJawIHPpks3k^%8Ld-I! zk(KLiw`cNwviFyx_L5UMa}Bhz+h%UlUCf8htHFGpvI_!$N@2|f)Rf!3NF2YcbOBTW zEzqayLpQGcL=?_~18b!kqwE~CY7^F-oLy{H6>i$p9x%A7myq<>?Km7?g$vpd2CCX@ zS|}Tuj7TI3!CwkCxt(Nk_uK)}TxYLtheefWv~6(c zFfN%a17u=Ada)_n!X8@T0+E8XvErMak^2gE?ed$z@=NXuF&lh0};Ct<<*=PuAw%IgWfrqQS$3QvlpUtdE_ z6t|0vMX4w3m7155edbj`qblleU#n?EgZKy5lrcqo?)lTOx99o2Orv;^?60Ez2Gpz| zx0|N`>_R0PGEH@RT9Q>Tw%rsrv~#P=2+qbr{)0XO-JiD}N&ErfH&`Y+Ii4e!-Kb>3 zVxngbs9-WpYlQgfUbIiA%EOiK3HxaGvEg!#S;9UPoo%a}kis59;vgEhijctIUNec`Vg z2~A-#EOkmFSw@wY_v5L>1pFyw@IZsTg&v%|n+~&gV_rS!`;a}Kq&lBu-#rW&ao~1>FW<&mR=&j zO2j{E@|^>c($tmBGE5b1%@w zitE%o_qy**tXshMulqxyczw!a#W-gw1`=4LlbNqnx>erJEHIGaG9{EDSlO3!03EN&3{-&@W>&MT2PU#G(fareQ5v7IJtCD06gHlvFI^ zNK$3apuf_~co+|OHHgwfbnDe3m&-nh04cm+ZuF(-7SZlKJzumS^)4|_J)3-|iK1YJ zB~;rh^l84Xca3phOJeKrR3!?ABt$RZN#v*^Z8?E-o5DON7TUfEI}AK7O^SLX2oN!B zQ>Y#_Mkp#T+et5Ecp>)${hA02ZXJGxDktN=%JbZGaE8UH-g9mfr-P7DF;2$ZfG7c< zCX`{K<8@4>wnW&@7-}u;TQphwpnfrT4A($Gb`6vSg69=n8cHD{LgIcJ4U9~cW+pNS znQ>j+63S9Ldt{x)t$vymF&ph>w^f$X%P4W6UuGE5G$NoowC_Nd-BH}+6IB_>#1n!Rm(}pN-3w7DO9RV%u}@_Yxz*)-{L^j zgALyO1wMOC6&d4=#(H&`ECtj2+Jkxf4Fwu>!r-= zBU*0Ep59&lb&wDED?6JDAf_JojM|#5Wn>iGUZNOs;Wo_iw(F7@e*A#t|?#oz4wsEL^$x^>YpAs(rke z4-~Lkj!OhPzPhUcv%Q8>Uzv|}$I*<7;#X7t=YT7~g<-ynfBowWb7Lgd#5vW{`W+p! zNh5r_%L!dsI{F^;lj8~DacIt`oBQV*j6LIV6NBfJAa3RMP?Dadt{Ywi&t}KyKF=nK zuO?FQKSQP?1ttnc-Y@BI;k*qDn!kTV%sJsUOWrv|5gByJ|arx#t=S)Q_{o$)(M+yGC`F^Dgk} z=zce^3LZa6?>%od@LwfjbB=gyoXs;bUU${4O;4n3K~Y+tl*AWJObcHf-is`ZDe$~m z*ic_itA9OPNj%R`w-r-=uuaz}8g?0~K8)!ka_Z3nT=0aZx+MkCYg9M;)zTz6NVr=> zCqIh2Yu3>SjEkr3qI|zlHGbFx^o98Hd|>M_dI)I?Gsn;l+t=K?jHc73bXs1y#}eTd&ZF8OTQp) zQW}|2Hg*1uPbh|_nhnra<6J81w6L!{IO(OUoFug~;mwBBWB3ON{o*D4ze~DIFhtD% z0^Ih)Qv;5)WRr`3HZf=G_9Cl-H4yWBH|5M#QaAW)Sh=qb3z!?HAwo1GGw*s8VZk8a z2)a!j)qji_)bFm|x?YE%nwGGde8=0p_k+*ruC72GwS^$cPcq4D8>p5APatN{kX6QI84{=IVwbEqjFW2vb_t{vs+ws`Fp zeE3;4Y0^im`Y|U}i-uLSmtoba-gDMy)b1JyQT$r`GPWNf*xsPb#!6Eek&n_wb=Tfl zrBOCkHdAT#eNpdA^|7WEPoiG{#zSJPRM@s+HUD}2ZfmYA!w6CpGTCQaaR$ajOvKlo z1CS)5`+QnKLEm$C6LejENb|`(xtddiLC@~nh$lt?)7BsPI!CjAIw;a8Q%DuCl* zNkWdy^6M3xAbj5HnTPaj3|nT9BG`EwZL)KoM;(54kM|8jbV4M9KRQ>70uf6UnRBBu z^iUT5Z)#I5W~>Uiby1SBGmWS7ra-quq3mHYXTHdx5b+LLKBO3>tf(R%+&WqIAzp;n@*A zM|g>MtAh(4s;n}a-gSf#-69LeNZK6KxSL>c#5oMuy8}T={XA2>GUh`AVi*q_nr`AypSb63<+Av@{JzC+qLu4ELlPt4qk#<_6@^q$-u{ zsKrnr7ATm0&fk+z^T?r{_5jpeNTjkRU=xQr#7nW;*0dXnZIzx`+2xTvtO+28Kdl>A zL}W~Wef?o-&i{1#p4zyhY!Q#dK8fYzRahqYt?q}FFxDth%NpGim zkXVU*e+V=lJ0sF^L%WB9(7N&3*rE6ReDsgnD-dDvs|)ij_z+>p$cNp%RM> zEl-7Y{eAiG?CaRDvrMA&f6XNp3?gQ_u;Py^`m~npe=cJ`jQR>rYYH*oguR0eg&b+i zEYWiXL}x@KXlXYq6>{Ot_ZNL2*r*~iac7e@N|ET*>$Y71A|Bn@)5}j>p0_WT&*PIS zu3U4nXm7qQgJ~>zDJ+YoP>IkmA{vYQ6V9CI;oa3<_z#PGP~=iq1#1i@f_gJ#C*c!7 zez5u?gBFh=Ev40RaP*u1daC>t86PX;v`Uh=A4WY?&vjhYy>tJN9=gM}OaEE7VHY8} z142jyc(H58gGr4}rY%=DF2=x_kqQR~^%RsjG?fG6`=jJ<8}C0xPC@67LHejnLcO78 zBq6|l-Y&#A^G8-CyFn7We>Z{bDBd7aIjnB!Vupo5*EFsbEssItR!H9qQSpzz{#ys-kwz3xn`xX!l2f|j78Ru0*4iWpKYs3All>P;Y3l$ z=Q*{oHl#+M5VKi!y|x}I8Ts-81z5^AE4#Z3Q+yp`L7k$MD5OY++JJ^Y6c`}^QgR@i ze@Pd)D1%2v>C83kiw9dRo?Rn zX~ncLPbP38Sg(65qoz=XXJEJ~Ay}fH_w`oAEJdD#p=1hwlxR73vRBpQ6~tlKt?X1{ zH}H4dBHC18pcOa33f#p#06B>O@RkclQ4^Uzlx|2R(_YI)3;9%J>n?&&*=O3yuA<39 zc2v{+#7^1jA-qSFJHpkjqkk~gY4u8w7yBIn4ko@%BkS7;MKW#ixb7rr$g-;$s2%<8U2X>~W4gG6OrI+ZGO$)4p`bEO74fNB$ zcB8dakqK#s(uNaOdLUv0u$?*Jp`O=`o3-jiWj%e5vG)c8(LfXf3r6gRpqc^}J4d#C zshegh3PvhT^{+>g-o8uqH)`5#O3AnpOW8lya5JS8JJEZ)k*=N2nn@pjEt(nEZ)uOL z>%O6LoQYFd$P04)5*GKlY!0)IVycJ9hYg7+R}WD$V^B&b)ip3peACyju56>yog1J6+$=GFZX<7XEj{|QqgO;ykC zeBJ?k`$q4O$mO{S=z<)WYc-nWyH*VMn(L~`;`ku;L`;?L^>1A-KRcQZc$}F28kKI! z?{56_cleoNwt>@e0|PfA;ohGvi;x0C6ekWPIx(wt(+_c>6d6rLmQ$zYUg7Ut39)OW ze+BP)r~P{k?m)<=2OzjQdc2muA(qQASe5>X)`CeJO#o6Juvq7d?h!EzfJ*gDmehtU zsC-ZD7-Ia3GAT8*?%MYoy-Y$j`6`bE0{%c=)ia+6(I=;?El8Vh;!Yx9%~ZE_4=xGe zmi-q)6si{^MkP+wd%MJ4Vj-FAVxTCvd2|DEc;o+16McS=r|mvvrc)d&4~|NzrQq7*_4{=1xycyM|C-}=L_~BDHkR}R9bg(jOS1gW zH2v9k_@Hff_rC>WdOgUHkuIe=ACHi+N38a2^k{^Dby9s=#oY92k}jc=Sw^+Wh_~Fq zrs77D>9ISFesKNM(aym2yI{gw;hcBC3%oR;qyR(y89M##2GyD-!1<@PFj&^0njZt|7G~f_VcViu{CvD)w-| zgD~|kVRz2xa!^|FtjfUoG#voR^>_OA9Gcl|xGPp4ExjjfrjRLi6SK%ip>CV!(ON8U z%@r8Jw`%at&{~C1G_I87Z~1fxcus_nXk(~oxI3Pj^DsV@*P0nK0bTCIdcQ=)S1MKy zz#ps_B&mt5B$_}jW(c6$C~7$wooQ=Oi_kH@#o-jvXf|Q3n+k*$R-u-m8n~X>!akZU zsy&}JTs1~bM|y-tYr985Y*^rGq9Fik|RGbxWUd}UR9-_uBjRSSV9bbmICrCqc5mbSc>0C6?eWs zO`eLFHJgYy-MS<~h9jDqtx@}RF$w`IajyI<2ej0p4<}L#w0wtXISz1F6qK<{*4J(% z&n#U}#Xdzj4rD1uDvy%UB(%VRWFEdWY*8<)V-%v~fF;`jMq_8nlqqBG3p+j)2Yo;^GCZ3-3nIEX%*Mz}J$3rkf= zyrs0t-3FYjTtF$TFb6PQWuw#RtjbzaG*^C`7rkB#qlf;GS7=^U0J3VQui94wl=H0T~9n0sr|q zoJl}0w}t^>CSDOkxV|Gl{BHctqN!aAVn-n0!{=eU|JbVuiVYs_;LD~1+Sk{3OAS^)tg+X?C^{(11#?hfFC8VAuGjC|0=5Z5)NxFT!t%JA&l@nhZ z5RLnpo()(rk;xCs@@#MpVH3(K+xFUL8&uuQE&u90o*P{(Y&$dB$wa`=+?Wddz>woE z%M%1*K%<=rTHxk*3XYbbJrZDYH49ww)L=?G zms4s^PaKkF<>@$O1A*6XZoP=c1F*U4QXBFYQQ9nc(%IUVRi|!G>O85xZJyE^*orv$ z-UZFqh~L{VMD5L_S7I~$jK7HKie2q-Xa?vf-5jGrs~2oStf{9r6?fd~nh^$ttodQd zGk`*tGkhdH@9)7>W|)t974nti5^T<{vGe5|FzdsT%sWAJO6>Nk{a2@?AX~@F>CA%m zPw{C54k_7Y-U~`P4NjSb^3&!}$8<7j-t>|-^`&KNeMmq($#meZe&TW8Se#lXV$7sq zV@R&iKTUMXjQT&8is#t%9(Il{jfLRb#sGVTdLuw|GW^zUaWX9R+V&whY}R0<08??z z%JE^av4p0j1rupQQ!;F$LRAu~U2fW#Wmoo21?(zA$w5GCe1Z8Yjk0B>*jEJ&^Nt~d zrjk$lre{BEUOyYWaU-Uwt>G-hO@NPp!e|L9*AI%Rk>ge4nry)uT^mCfm!C`e~26zxg`I+7qy>O z1)j1B#}%+TW|X*UPNFZz$TmOGac#XH5fg>+kN!Wy-TuE)1d$}-k0AXB@{geW2x=RV zB%0`Ex-ugab$Sd5Ixh$bdD}P%Iy4w=%h>h-=VYj2k6$k?Nv?z^dgJ{0v5*(`8T>~2 z6$LsjV2*Fc0KccF{Td~Jf!?dyV)D5q8~w=KkMoqSPB0JOPr&fF>&5HAKhV{u@fj=6 z^Bz{(an5f?zk9QbM|r{W1wgo)KDZm_(2HR15>*^9({pi>egy6~m&NcrBY1U%pcF8( zY|Y2-b8%yycMRXTdL2=$NT`r*C73)9JxVnS*x?YO?J+W0F|` zgq}wiKrydN`C`;fYn%;nq-2YJV3`OE0pJ!J69mcM+?JxEryY|5~nOvs6Z-iJ(?mudq}K%~`6nLzt@W znI=~Z6wy_%3K)DIBMzFHqaZlE*aCP7EI~up*3keMrlr=*pn#)(MW%4RPUqHs|QwCa}JR-Q?en?Nvui8WC5Ws=`&l+nE;_SLSL~fqfekw*&{In>dzMO z;^(W>nW^v-SAvTO)Rx?FYJLs*tnb3C6If%J>al`;C>bGu>6at#>nT0-4M1@#2C+bj zD2JjgB}>z$WLU?mWC5kR^^cfIC(MDVgd{t#i1kq`mFjDvU_GfIz~r^Ojo2AaS<6&6 z(&yP>XSDpCj1xg-%0ODJy4(r@h)i-$;b1qbhnkVv?b$w837~n0H7X#Fvm{J8YJ3)J ze9IRqk&2c?M`$6h*$_o^FbxOUVcYwjSZ#}efm_;}Ct63T+m$wdjjTh7w@s5!sWmiH z*?RmHPy-faGK~_K05l;1U(IJ7wLTU~HC5H0WoMWBvdkHJi)pcH@KaF(g0zgQ!j5 z{A6cT+(aX5mCX7wDa!`}q_#|mtmxxtWrNtN7TC*#KH+?^q-cQDC&xma_wjL#tgwVr zBMceY(4iyS4f#b|#UqsqX`3m%um;+Zrcr6ZRaUEK$eao%t~e8I>jGJOg20S}nG0WW z8>?1WLFw#^*C(1~j5DDs22F$;p+`NkftPf#5xKG;D+HMoJCw!)s)1CQ<*J4*7s04n z2Zmbv+(4BD=U^zPV8f{!Orqg*&koF@?2j7F`A?o$n4SymrkQXkyit>&Ex1Ril~#z> zFyir}`kz@zDsstRp_PU)6dM|q-6pAnjdh5r>sdetq11HFP*0h|cEqb42%@)T*LR4t zChY|>ZR@sC}p)k4_bvhiYzQbv+6AgCbqWM1KJG0`H5aeSXOfxW~)sC#G7%K9!K0 znL6T&zH!f}{T>I6KEA7?GP1nH>Q-n zVxuDj?v#^;H4Z8dL`V+>n;vbwLhkT9>^~neUBdZ>W-~X*$3L9cGn<}qd{A0rFj>_J zoZ)Vm*pWU}N#M2aLU;fBi@T5Qc%GIw?}@V-u}|-bME_qUI}~}de|-N1(9XJlf9Z(* zQPN#A1{HJ!{XTF@2hgFXfL2zV{Z9_PHfnnGPYQs19a)$C_H12+xkI2{bdi{J;NMhE z;b6KX^S$A<%x<^@OWxUsFMyX;O{Gctn*CNR12sBgd{12E61nU8f(FZE8fx(zhl9nL zu6a{T4Y`)gMkf?Zvoed}IPN?a)tyAQ@1#WP119})tl7(igg%UnJg9lo6a8X6hN&u$ zwk&|%z9Xw`A`Y2ZQnkqHcS}j)jVuTJX+fL83?wDvhZ-Mg~ow@QW`^WAb z7a1un06Itz`Fc=vBEM+6H2*$F@s&8RUm2{^xECaqJ*pL;kjunU#nwc5r}l5qO4&9` zlQbR4R}_mM$hQ}W(`KuQ5Y#x3Oxra|Gm5Mf1$i4OOOgsr%KL_}<}EC)$beQV=%PyK z`uo|A=$y#I8g-}FpeBweS@G+h*aYk6hpBA(Txrxf{y`s7I)AVKO1D%;CjxA=VNnRN zW?@v#vv*=-1GOQ*%e;eKf#VxRH57{`#W9$`!Cl$W%T!XGzp8u-DMMz&6@H0F5nyr3;Y^nWVzBE_|FLGf zlAww2#Hpc>gQbYoVCHD4m>X01M8pNO&Dv`0IGl z7r=lFLBF@{8$Fuu&(Cs0z}xfhf|R9(2(L93m8$J^ zpwe@p-i@f0DjwR}*7t^n85B#@wR5j9(5Fe}@;p*56sD zQ2Vu+gV*i6FkaRi4yGE?m_}H5)0i~SdRf=4EJtqy=F+7#(FFne>6S>N0aj*A{iGu6 zf(+=ODcD2k_k}`wnX;3E5c_V6o*YP;QFV~}GEYoh>mxW6NIB@F8AP>_xH542|A@?x z%6Vg(g4*}X*({s57uGYd@Cxt<)1!cYqMot8jRv=8;SQj^54QYqDa@0SS=q%QmzFmwQAjOo^8r1}Y6~ zS8ynj;mD3h*zYvV0~>OG=0IBgyeBg%x?w#>P@R!i8IV^I(t9z3iM*KJ6v7ib99|L1 zF&xZB=JaD{Vpgd~8}E>AbxO7)a!9x+9gx%Q;A-LwP47>FjBHc_Iof>xV9Kki`V>XgQdOAHr z8=V^f9|Tu8yKbL_Et2nQ7!5D#qycBNua}^IW0nKU)uqpRpx1Xd7&h*;H=pwQ0rsw zV9vOTymmuLSX@*Jn_B%s;Nc@Q0sR?+ThT4|(Lib@0;v(i`BYMzwsYkja=1^i50{l`1 zjyCjgqA{W-K#oKegduLy9%@5x>ad3RiNO;)(TbqFe{S@c}K#l!6`){pBPA*G4EGK zm<|1^vmE+`3u!Xc@q(ls^UKOC-Cq}-1@LkRffon9^{Ii7S;H|(?k4cjg#Qd?0;4hI z;gIyVe&}~#*D4$rdd0MIs4B3hAOmsZ@-Y=>=I*D34NGr&i`xIZq_Vr?HgsNew_cu& z-vyepiFe1Ea$|na*jZCI{m~?#KVw1Zr-GAn=TdF%k6g2=@C$6!xF6u(GzH+H%NH_P z{`h6DC7bxa85GMU$aJN~^pD1-JoqnI3doBiJQ025wyrowrXW=U?m-4GUI360FFM?P zV&9>YC2Ol{zY}BFTIiQkKJ|Y`UWV*B!tQG)0YM_B1XPjR|E0ktsaP%?vG_1G!59jSLzXC}vU3-V8FH$JIZS0_lq_12l>CKyIo==LqM5M3qH{8m zM<{hpkiv+H&i*o`e^Mb>MLM;61z}6g1inY7YdF$UrxcYA^+I6)CHFeQN`Eyse|Yo~ z$j^(&FsOmHy(;JqSp(W%K31bR(vqj-C~Y)C0SR2@h0YP#R7iqk473f7m9=%m{!+o1 zYEKCTWGHQ$qHapACyEsW_jLutJ{29FKkLM$tv2?C`1MAEf}?~e6#MZ6$)zoB zu@Ja&6C#g_Ct4JM75=#cis-qLCq8VcD1Szi3)K(?v{(hn{Y_*cOGQ^)*o1O2EL>4% z_Q)L9()OmS6yACNMWYARAO^H3A9F`Pyt{BfT}XG~U)!MHf61_h;A1ash~N5c-A3Cl z5{W|LivE@$tAWG6m;+UYhx4KdEgc>ze9f`hbe4gitK6yp$_ZtdOc2f~DLJycQwxrZU?laqPzg(eOU(L{+(C9ydukkJwc~(~XG*=^H_5JGmR)wf znELT#@d!2T+|`@CT6>3eJOOxR86TJ=<4Z+}l9YT~lGNY02*oqdi6?4qM$)~xJat^P z?xub4v)GD=t8dQTf!r~mBge6=u3pK<%Xtelr_o3Nn~(MtxI`LQSI2A$X6Hlu=k<5! z(m#4$Cd&xEtiy)iUIh)4+SDM?Pj|nc@o$$MMV<)AiKm>+Cw-Z8%E;~s!X>W>K=mg` z6gX!6TL2?owvQ}Tc33Ak2mF0hvSd6kGKS6Tn$_r-A1*Bp#m=D{Ro(aW%*{TTS`FkT z1gL)il!L4q1VY9J-b}eCn(R0IISkR|>Y_vk>L%g$E9d4W%X^##;9&n&Gzj|gJ1@?$ zTRY22Aqihq^u6tjy)w1_Jgs>xnsW3!_%~|pt~S?i_H@>p%3i_p^4L82RrlVLWd7Td z_I6*q-*2;?yPmTXbJJeC3g4^@`oq>vN!r>9SS}sBHd%=Fd*vq7b_}fz)}O7e^74>& zt>&}yywM=&5*Ve8*Dtb#jo+@MXIw}c)i}fbqhKqDOJB5JD2aif`e^-^N#F3N@KTk> z5}R*mF+|wLQHR65Dd(cA?v zc1NCJh^#@{$jw!U?P_nbF-}+V`dgn(RmWm8Ym2|ptuV%5R?XG63Fc|?QSQH50UP1J z)lO*!%lp#mWHj2lo8vR`vURL3(n^Xp5p9$JLk24uX45H0R;T09KpM2EQBT6}Mmqd# zV-ss?v#rB`>R%b=rW-oL@w6a&3egGJ5#=Nha5;r2CXLf?&@EFxf5BV1+C^1j(zS_V zwR0N9KEJI*v*g+{upG;`Ud zc?bw#EW~|hO63H*J!*Ec{muhYH5{cs3BwIe_Bvzufa7)$pxcrvT?p9Ry zvo}+Wts%^=+yf3--gn-ReL8t5O5n+7SfrT22S*DSW4tD75^0_Pb>i6M^U<;X{t5L- z$5ZxDx||6*Dd3$o!u{g~Y-tn`Llo)xAT==GU#9se#VQ`tqI;&7e<#rSZ=XHliHzfe zA-(I>Fm6M+j>mjMIMLzJb<;}v$JlQ-RIp?{CC%P&x;m_ zXY!w_OxjI{MsvR&gH3r4S1+2rZ8OY>o3_|ArZ@`7bHLk|p-$ISJ~*0>ALTsAv`8L! zUfAZ>?MLswv;41v(N)6$s~Eu7-Ie9X+qo-}Pxmuzd@gzz2dqB^MZyQ~^JvH@@_`Sj z*+>C&Hh{t|tDdlKpqa@zq1tqp{uo|!LgMGb!9-{OAYYnow zHaaI^3AdHa=JD-|98le}D>ljMF2_0#(BB#p|e;x00^YRBp~Rm;m)L<1qG@X?0ik#5}(HPR%ReS3QetIxr?O zYI?UBI%j%O2q<+rp83yD>;BA}McN@Td?LCE773%trC^BC{38hrK0fTAVAU5=aVYsV zEPc*dJTqB0egF$e%s`aYeoPpuOjb|Poyc!xXM6riDz)!rq&k&wMB~!XMp5mmFdTR~ z=%Y7C4T*}q3e7a=5HrM!P>n{)#=O)UYkMS}k3s@Yp%51ptAmdgfC99=zu~NPVeW-? zI~5~V3NjB|&y35%N<)Nea0!8imq!0H4U~#Y1s=Gysm17M(|xl+%f4f=mz7HQL8dq& zGSNO&a|%)=CZWYq_Iu~G*XO@B27OG9&M++VglNR3bjBN9tLwM=93r^TFefAdTVym| zx^HXMGQU2RTbf%M05~w1c>JX6{QJ9LZGg7tZ?4a$oGv(3OmMURa6~Lrv~QZ;;MG#Q zNt+iDy8Tx6)h#1G37W%Y<5oByCV`0)vQ)6ZaS{10sQLRXX{Aa5MYkOAqOR%48CE26 z5yQ%}cq&)S8jFp3YUQH9NA*27i^jpKD`FVh1Lcpb1O=c%%X>b!PyF;)E?1+<%%le1 z1==-ghd_cr8sYQcL3{QjKr1JJpo|3W0`BU^g6FE9^3C9dtt-R8nEM|jH}%ysIR0hl zdmWha0@?uifw30?o`NO+t4Qxd!ITG=67PS2n++Na>xSI6kMPL6aw>TK4;guofQVVg zj-Do>%#MCaQ1Hw#L7=$TUz9Py+Y4Rrh;0@uNfLjT1*lzKXi#ZU)w{Ra~#WF+R^ z?S|gEmNS=jtm!3E5bhsfGnXKX@+h?8rrO^$_V#J&o6XRfVG?&q(LliqBPHwi{-4sm z1FET}TQmVe@4bt3klv-Y&^v}+Ly;~BB0T|=5;{te8j6%4O{&x&RgfYGL_mmuQlu$J z6Xiy~|6ljs_3m45t#{W-cFx&#PR{H-GyBY$u`VI~F(b}6XU~6gj95blHmgNIEFpA} z>MXL2eb^5kb~H7jx%ViH=W#Bz^`lPi&-bgSR90|P9j>1S=>!WaJI^z@<~v(EzOZa3 zA_oQOCMjvI(5$DQxL268=jm=a&WD5nK21dVluHuuvfcbZ{6=f>RE?r#^eTQJw6$X&@qV&s^FW&({=YNo4uNzB`Dsm?I~9f^*fgk~HK zZK~0gL7>M0)LkPLz(c@%6HN@%Sx}8;`dRhleb=F~JWcE)VqR^on|LHNdUM1*uz(o4 zriw!Xoz(1>=>emK(#l*aR;L?bEWf*ZKJuCOp}Kr}f63gM4!exXWQQGoX!)KI-O(Vw z(LeIw^WpphpV7RGPm%qb`=L4GYRiuXC;E3oo)on3M;jS0IaHmVcPiH|f9&e=81wj8 z|75!$8j8Rlvu$zQ7q{g3a_{S$M}&B2UB*>VB`MGC6Q-8$)zJ^z{J*5!x0x#4`k6AV zENj(RaOc6*av{n&-14FI-E{<;F9v2_Qng&@-{Q07;HHo{8fEc7|E+1v=2nORM}PA- zC6YHcDr0VbCR0skyIi_CQMI%`Yw)zO?m=N^>}T=Al*OMvF3XqvE>&}_AKW^>x3}fB zr<<=itckdNX?KEuenVraF#n&}GvdwQW+^Wt1D4X!l$TeK($9KSvX-ro{6rz|&3q88 zQhIPORM%u3lU_WOUYxSQD@R5layEe=4W@ivGtuP7w0+;DtQ9ZW*VT|}zrp;|U@qRi z?IQ)@L6F0DEZWH&+@aY}GB3UbEx*iild58j5L7@g z6izW@LdS;er19gfa#J;Frt@nUhJ9DejX~I>t)S-6X!>rn98|H-jlLtEV~8E9D-;@E zJTyh4q#4A7G2UZsc0xqLwe~oh2kFmn?I&aM53?02O6qRYJ?i0jWcw!D5v`?p4i%j* zPbj=xb(^?36uOi{`JK6$68ckcm*8iz|IMmFvkh|UW$@dwngkBs_QHIaiH81du%BA< zNBW!@>7l1o#eMF~+*P3;^v$`81wu>m3ruL!soD73wld7a*wB7oCY{Q1g zTs!9_QzIcZeCs5C?)IE@g?z3BeWRTc0_$Xso9)lm>GSzRpXT3rMc6>6q~S+5%;u7S z;g$53BlAi8a)?p)!ymp4lQ8w;krav`Tfv#IQ5sglib+N{oHzl_l8SFG7zEL*2*~Le z<&EGUWnvhh=7_esG3w&IsKnP zv#hT|p}|8TUajr{_|4(aAM|fD8*({eZ6*08Ddb<|=#FWQEqH&vsvjyyuGNd9X_z!6rR}U2`y%R^)~47 z7u;O~?{R_~4qy)T&sZ5>VJN8nT*}~3r~a}d0(ZnS)Cpv!{M?BN9>r-6E&OwJr8eS{ zR}(?aTZBnL@g3oR*fgMHxcU8z%#XuBiJL;A|X7Nw(cs^ub9#e2fukuA_g2 z38otgiE`Mw{YhA|0aS>r;dp<_zI{eL=XrVbb*L-Jv8)Ea^k%|YRmOY$HQx3-j0eJ} zDIDrBR5b{3TjO6a-Qx!H?TR%sOBSQDqcSiu&CFnu`=uCiN!cfx5qhvaU^5M(P5R}- zMX^&at$k%YA?=Po{x{UAv=okbfGn}e#N0-xVg>lK5(MSo0Li{zdm_U+)Vw1drNw0! z0?nb2xN4yUjYpUuXtkhRyr5)q$Y0+ZkuRsP@WXFQ>6IJ@`~Bm7c1aXwE5vd%zI>rY zPyvjQ(H88TX%HF4AoZT&*9r`%okq!Mk9m0Cg{Yb2U+(uFqbqoT*PX22fb%}}dVN;w z_oswc1Lzf=*512Isa zNR9;7yKrWCNU$Kvl_>ceg{LA6#P^xLxo#-b@{Z;-b+@rmwKz*c(#M^Bw{*y16uSoCmfUzN~Fb$5sWhX6ZG~+&oENjh2yg46*pk+G&z1&bX}ojWGXaRgqzftywolYZ7+f_APWC3FqXF4>X$OErejXOdoQx6mYU0Vqdpnf+BLfS@qxaneq! z;(#agY7y%6H(quL)#!KO;$@dmm|y^rQqsJzd}FO~_kam>G)bkhlWdQFL3a;0tb)E7 znvRJ^L=LDzw~|FI{zgpgJ{ePf!b13q}+!N%#=yfX_ig) zw-Hh3j#TM8)L! zv*jhPlFg1gsc_F3JUb0GFCq>XdOcmm&+=H7!u>3aS!Np=-ip!W@-`t6r`tmxdQ3DE8>7#ue_2 zlu1$M1l6Q!d9Vv_n6V`O8`UQIKcfE!&i_P3k8fM*luBJbeOH|->~SK*W5MDL8y_

E0k81%wjeA+? zv`7`?ynB)A=^=Bg!uFqX)qVFqzM8b+VECP5-Wc_GQ%Lv!;G6s}qGuk-yn`_Q$>TQp z-T0%%RN)E5XDoq?g3^Y{r7~F110?5mY;8&9s{C{ZZrgBGED;44K-n|?#>|q$jP$%G zQlM58N%8(*L#@tIMTKT$PIl*`{tNsghY)=#qvgrtIyEZ~70Zu$DjaK!=$6^%0W;oT z*zWX-q4DSV#FFwkrw{Oyi5+1}_+eMCLI~Iil_u>}8~xAlI3J1a6Dj|8P#ohSOyrr@ zzX2Lmzp+g;Isi}r5)On*5JXJ26Sn?*f+bfV)A{4zOap?QWC8KPo>Tt*ktF2*H&4&U zKgKfJ0M5|dom8CgM1cHvW08-Nu&?!7@b7qin{RYEoxh)FS3mpSnKhcG9IzR`>E9CW z_OOj5Zj*-BwCmU_i|Se0m5px}f1?;aCC{|hnevC}djwutx;Z^1C0`}Ox<9;s)DBMR z;Vj$GaH5)e6Vtc6cRB$9Q@zo5i|P3Au~9IAG5lreqFW#i3?Aa*-!||ZmVF4qtwI{B zyfbw}`lmeE5`)gBBzFc)c1D3fj`PC8jH*u8z@X2R+H9j7Zr*>3Y4cLrm4>zL^?mD6h<>uooVrQE$O@xosR z!NTi?oRIG|**H^`WWR#!t!eqo)I1A1;)glB* z+txIke`n_6A!!IS=#Jtej!mNUAyGvaR=Jv7C{oFOZWaaRtI@&nHESK}=|tO24k z75<4Z`OHTNYUx9z8*_|qF0?cK5)zQ#VQMQ6RT0zm#qd>8#L4lXT4ccVaiF-%sZy4HfKsvLmnC4`Wlr_Ot9j+#&WifR@$W>H0oM@*Iw~Auuftkt=-J2G6 zy=Jg0>#mXD*nC>JjCZ9zk8#A*ZUn4u@&NBde@*KmSVRSxNGv*gRv)nK453P#HGE-q zodt|YQ``mM7BNx9c66B*o8{=J>zWa%sByT?kZ)smyny~lGJ+QemlLfl9~C(`kR&r& z?=_fAbOn$+HSw#3>7wvN+2#q6eWK+T0kChrOB10p6x#(m7|?d+4hDZaVFyFD9kruC zOd0Ejh0phHU;BuwU?sLex@cRoxphcCBqt`2og7Z*LR~~q4JRmDtl3~!pb~@Mtc#3- zM6wX_xX?QggvCIzFX^S79GW$Wj4)8%KN@lchn)SNTA&6tV3l9%7c~1J-IU> z-c)WL-tGGhh78mZ=$m974^h^^ZlRj#ls=Gi(7CH=INRez({9RZbkU{HM_-dbM$)vY zI*4NWMdvh=D*zDMXaI;-FjGC2fRxvaD^@t!sqW`m|7=5;PWxNwm$Gdm-f$X{R6V3R zuFR5V!5h|2{-LpQAE(=WWLNaCI(RI!Zdg+F6aqWmO#UDS7i~NqT4q=lI*CAsSAtve z>$mgLm?_Jjk?Gu0yhmKIT*>BjjnW(g#_6v(Wy|^(GS^rzjXvbbpr6$TQhurE_ z-W|3VzcFsGp3%C_zX)$FFUF{}JOVgexRK5WS{+g}y^5S3zaZpf>$JFlo9^Ls5;*9GB_ zce=YUAE{18fL*LBWTobQbuG7Xj=dp+A{8WRZE0~K3cFFGzwm>}by8t2(q-20_kcRkyL+O}?t zxQ>KhUd_LO(buqDD=3he#N$XyFsjyi#S>GwhMgOgVaT|634X}1I3>O!mPs7Y^^r*z zSiGO2$kjE)v}5V4?Dk`L+G{#*=R+j=n%v2Z%5HnOo9w{MgLY=PPXSalAREZB0+4oL ztSR0?D|b?~=5@OOSMXDKK`f+BTs*v!o%7d6&lOvLVu79DoCqv_m>C)tkB6dHwz_7! zRAVKLIiBpbFdQ>e&%`0)zL2dfAUwHvmH;2bTk{(|?)XYp&j8Jy&ydWNH@%4}zGu$x zYbnU)bv9lueN!cz4j>_t{7lzH&l>i9vw`p;z|GZdT)L?Fba2h-uHDVeI0fI>L-pYRu->32>t+7zg zdCjW?`RS?+bc-&YTd_&p5zUmSbAn$s7}KW>M-dV>9u%g)EG7~=7!6d z77X77sRiS43DbhnxtM9en2%Ii+Vh?>qLUu~mYbneL=!gA_~8}1NN*FGANQW8Tpo$K z+`>?X!W~`YG5DwP#a|*FGui{us)5w(cz*+@z<^L7YZ3770JQ?q)SuCW2^{}R!?}Q_AS9A|A z{R0y*BAo$!88McS0QhZWnM?h<4);H zW|E{13KjT(j=2sK_zZu9 z9!!O&LkrG`6FU|^^*K{<5#I)d^ohuS%L>^SKZYxeXyxZqc2G&g2*M)RC42FbnRmwJRWU{m}AO7NS*f^>00odIwl$x%NzgxmorkG_4} zuUhVy7XRX8FiH!fa6HQ>Uxwp(a{dM%nQjWT#A zwgY)Na>r^HwEhdgc6i#C>lGq~IdRuCmalkvEjan}mzq`9?FHAhk`SFz20uHEQic=T zGE2UyY9ZcxV6EBHXV+}jZJ>VD#SnGee3hB2YeQR@<2&8;83bW@*#|^Iskfi)e!};S z#X3&PdN03cgine=ZT17=*A~9-pr9-(83(^H)~mxAQVMyT)I5Tc!rAJ`0|c=;xhIHv zfgC3dc!7J-zgfzU;?vq(13w_49y>v5Q2!RNVl$A&@CW21Vhd#biWb^yUdFNAQs%LT zX(VLRcDYk1g-guY(2m6<59M{*KMkyS??SQmi>IFNBj2necl>i5UxkYoR++zOKZs}j z0c8fs_J*|-M;l5bwz*^W-tn?Vzpecz{3{efy;W2P%;_K62pbS>O`ko;v+^jui7`yw`nL~?RaWqh)p9oPwZzIO;7`TfL>4BdV@a9Y(H{g_ACHte0aza> zl8ONd^GwoWZ6yL?lM|Pqct&w`E~G~BzF0+AC(sj4@a%38s=e1cw(yr-7bqYe6i6i! zhifInh;v`On-ITtkt2SKmtl8jC{Lu%orX7s%a-5`w;rR$OX6(4Zy)%{dP3vn$bc(j z>pG0`FWnWFp|PX<5YQhoI8(&QLmsd)w!8cpH>*dr`vcy+UnO#b*&?~_=EB_+Trj=d zE6;Axqtc98&Rq9q-V{DtkvC9%M#GoPxgV*h|Jb@;vfqqOEKv*oL&$yP`9S24UOzSU z*gZH%wcc~O+<@`228v|1tB9w*jB;YXyTE|0BtSrhYB zmZ=}_{*XfHMiq#5njt&2-*_{KdI(@ANK~g%AWx6ySx`8=O2lO*;FR?@ih%eF3TIM~ z+qm?EejqL>DH*uH>KtbMBLRIImz<2JLF50F-M_$PAx8#kWcyAdmrkXa@mYJOl8*aG zV7M)0nOZ|>CG2|dkxJay+)uFnVVSn@~g+VLDXtHWO9}zPHm=TCqWjT3+wB>hC zQ#-#qKUjv_h`ULQ4pfYsXN8>xK{Oi3VR9Z#Lh;5de&a5dgz{2_qFy)5KZ^pgq>`R$ zRFZRhPzzOzk|>E{)~!F|x)uiU z*9!V0snsRjnQN}nI!11HbmBj+^^d;zz-KLhM5+8I14-mM?l1}NcySgd=opulPNSHM z<(D3i?meIC&fHf39U#j6L=hhcXa^~f)=W*j@m$Xg8G8yADKq({sm%D|8J~eyov~lC zY@4t>4bRAP-8tj<79vE>jU%cwCsna+*uyJLaP2I)iJ2c@AIWeodXDm#-)M{TT;=f! z!0S<&VJC#q%#fEOK_PGo7ak1ZlE^v6c;AO^``=ybc$aR_nrg#1u4Z6JLSsL={HYL4 zRC`23Xn=zIz(bg0CL6uU+evz&IsOP#dS$)u^G{g7MFq6TjIU@goXNQ0p6$`` zbm{HGW|=i$Pw#9GAnfjQ+u5TkgJXOrS8sRkH*u!FSPJ<-_&q7vFYtR}v$ack4~u!t z`B<8&N+KX5dG0fD*C(9_o9v-%-dx^h-ef*~0{!d*_sOJjm;i+3Q?}j{?E>D}e<&jQ z>t^?r&`CJXZjtk2STzTi9<4?;akh3QZyYZTZ!#B7m|M?6+%|KK)IvZXOzWI2>m2io zai7XL`#gInkGGHa8(*@xew6;YA&$l?ew*CH=E=R3Q1ro*|4!$&riJ}W^D~ol8_P|P zC9=Q5!f$Q?CbQ`Pe-vt`;7V3qUwe$d#AulPU#@`x^2)=wJF%^@qqvE;_F)kY$QL&K zxj5VJGX<*W!oAJfF}FO8e<|I0&t_<2@h;K;2bT41EHoMrF~E1c45>Alur-6R0+U{A zCG||wxI3L`cbY2WEOO-FTnsBUSRD|L@QS=}(w$Fz<{E$K)Rl2G4ELROTC3jaL=*l! zXJcrs3GAqGv3$&HeQG~sul`*!^xtRIdi<-Bu*j3Z)TM+Gv~yJ&+G zverlg?wHumMSpO@wg042cQVW3$Qj&gG7k(ye~N#29wEs}9xW_rrx8o~p)vCpj$!QH z<2`FJ+c`tsRu;QERTmHwv0Lu_ny0sfvzJI~>obqXANU$L%y@R150s6Is;}RQ@ZL|C z?fo%`x?j53r;LWfqtv{YaE3SzN%9D$&W6ot)*U~|mhIh&U*aY| z;j{zD#C!R}_D*UkGaj#=icttL6SkW9#R_x47soii#eAq(u=`Bq3+stH_2R+ch1Knu z=gIy$j%>|k8t3#U>ft<1Ive4fj|#6c@eOa=Gncnj7$oAT>|E3Q5!n_>g{63@8yUNB z@UrSqxw;M3qjS0qf4o;H{M{2%;S@Ngxr&0SFz!0Mn>7z4KZ*UD>6ybOJ(jyJ6D|c* zqirSJ%SueWhi?Z0i<&coZJUo>m{V=Gp%u^yENPPMwuO3g3Kkb%>0D?XK$b474)}`$ zR8JH#?$gkN{=K`fYS5tko! zNtXXwWAW62j4>jr5Rq>))X)8!Av~IAq86Wv&?} zHR$2rjT+zLtax6mjd&XV`Do5+QCH zf8#|Lt+S~6q{K5`?iND8iLqMX6~XL|bz=2WD7lM1jVNNwjJ;(>dTpUS-%>k;+m8NS zc@iUd*0HE{=3xvf!p5QpHI?*bUwFj^Y$?4K3po415ch3dSXUy+AZGE}yE5QA`BJTm-L?6d`a=vW{!* zA4>x|O(4Ifz{TtL2xBCjAE6T3itO;RXdx6BabsbsrIjqizH=*U;eY@}iShsR`<_rc z(H=h0fD>71!93y@Rzku36IrSC3!-h&xe8oZwF@hU`2Ilc0Jb}h-sVGlGFs%`&guug ze*Lh*PLg;EZpr9$nFOsKxE;9gI-}%{A8{)Dm@(!v3c9o=*y-|V@z6?yP%J)$F=j53 zVa~U8>6A1d;Kmr^Tf6{Ej~9~g{`9a{uelDZnBRW%Q>_dmD?t`uqwtGj*b}W>TLSOw+u%Be2PiA#wlJdMpndH54Z(!+y6w)cMeex?gzMh!%|JBw!*t=$ zOqlkGflS92SsvH|S%k>}%z;aHD?X`pzyK zym}HdYywbrRPm-cn@1Gm;n+vG53h)Zr|@vdyIE&#f+KvdPz0$qn_Abpk}70fL)j8O zS*Ehyk12`$t;Ov(rJb$)$c^HHQrwy7wRY#d1LwJM+vwR!Ryy?p8*Ddgs~K?ELYEP4 zQ)~J;=D>z$kXFayma&eI{YL2Nu4o_|a(mY?C91>N*F5|O(56-Iq8qVOuPln|VnnDL z8ZJbAkNq7#%RE_t?(eNHXWIVSvRd%951GHpT_(=IK+O8$)wg=P0W_NVnq@d{VdaDf zQ4137uC)r;Sg#YA9ewI(^4y@ zi$mAjiOh-7`f$JQ^cZx3^AVY7anl#Iz4=+BEbMC74kbI4w_5Yul5yW_Zq_@+C&cRb zJ4?z`kF()j(aUyYJJy%mrPIDUMc~pOUOPQ)GB6{dN+M@i;44LXbkHQ+C8!oVh73PZBe_hSY9eMHNwUwx2^MdZRzTw8gW$so+ z$ZI>ba}rTwyRQNzYikhSU)@{N{^Lt>zaQsT)z@!D+Tj+}bn9ba}(tAe%UgOgTJRl>dNpR9c?HiJ~@i)I0+PtJYz zgQnN0gi=^*!ri;R=N?@N&QuFWD_;KAt6yc$4;HDzyeW*6S-Ar!L`~n%l+=E@kamX6 z$%?H^Mle+HJNZl7tn5dS%%jLD#nbocuPPFmK2|sxSB3&5 zfQUR2jUJL}UadyYTa(TCqR_Vko4vsN;<1Sn zLnq_6Rr*~rx0s|m!k*<0Pbf>ScB==&@O zdyBFKrC>DsSz^9y@P+D>tpq`Sz_e?ON+QV*_B>2B17F^5HUr&XK*B+Lm>JdpC*jL` z_k@8XPvQwf-yc8?yNVF~MkcR!rI_q2@a-#aOz}|Tlk*3({U+;+`u|&GM8^Z=o~?^( nfv!x;|Gu`yJ*W?9aER;uki3AW48&x(CAt+z`S`%5I;8&r6&hh3 diff --git a/docs/manual/RSiena_Manual.tex b/docs/manual/RSiena_Manual.tex index b176633..b245843 100644 --- a/docs/manual/RSiena_Manual.tex +++ b/docs/manual/RSiena_Manual.tex @@ -216,7 +216,7 @@ and Viviana Amati. This manual is frequently updated, mostly only in a minor way. -This version was renewed for \RS version1.6.9. +This version was renewed for \RS version1.6.11. In version 1.6, the names of \RS functions have undergone important changes. This manual is for the new names. @@ -1187,7 +1187,7 @@ \subsection{Getting help with problems} of \rs. Details of the latest version available can be found at the `Downloads' page. The version is - identified by a version number (e.g., 1.6.9). + identified by a version number (e.g., 1.6.11). You can find the number of your current installed version by opening \R, and typing\\ \verb|packageVersion("RSiena")| \\ @@ -1376,16 +1376,11 @@ \subsection{Function \sfn{transformScript}} \sfn{siena07} or \sfn{sienaBayes}. These algorithm objects constructed always have the names, respectively, \texttt{alg\_model}, \texttt{alg\_alg}, and \texttt{alg\_out}. -\medskip - -Function \sfn{transformScript} also produces a log file. -If it leads to an error, it may be helpful to use\\ -\texttt{traceback()}\\ -immediately after the error occurs; and to look at -the log file, which will have line numbers until the last -line that was treated. \bigskip +The function \sfn{transformScript} also produces a log file; +its use is discussed below. + If you want to transform to the new names all files in the working directory with extension name \texttt{.R}, you could use the following script. @@ -1414,6 +1409,7 @@ \subsection{Function \sfn{transformScript}} \newpage + If and when errors in a newly created script occur, it is good to understand how the function \sfn{transformScript} operates. @@ -1435,7 +1431,38 @@ \subsection{Function \sfn{transformScript}} without being a function call (i.e., without being followed by "(")), they are replaced with the new names. \end{enumerate} +These three passes are documented in the log file.m + + +If in the algorithm used for \sfn{siena07} or \sfn{sienaBayes} +(or its call) a variable occurs, +then this variable may be unknown to \sfn{transformScript} +which will lead to an error. +For example: +\medskip + +\noindent +\texttt{\small Error in eval(parse(text = newcommand1)) : object 'nodes' not found} +\medskip + +\noindent +Just create the missing object and give it a value, +and run \sfn{transformScript} again. +In the generated script you probably will have to modify this object. + +If you cannot easily make sense of the error, + it may be helpful to look at +the log file, which will have line numbers until the last +line that was treated.\\ +If this does not help, you could use +\medskip + +\noindent +\texttt{traceback()} +\medskip +\noindent +immediately after the error occurs; and try to understand. \clearpage @@ -6093,14 +6120,14 @@ \subsubsection{Collinearity check} In this case the covariance matrix is as follows. {\footnotesize -\begin{verbatim} -Covariance matrix of estimates (correlations below diagonal):) + \begin{verbatim} +Covariance matrix of estimates (correlations below diagonal): 0.021 -0.018 -0.010 0.006 -0.008 -0.468 0.069 0.008 -0.034 -0.002 -0.395 0.180 0.032 -0.049 0.003 0.130 -0.378 -0.795 0.117 -0.001 -0.223 -0.037 0.074 -0.007 0.062 -\end{verbatim} + \end{verbatim} } The diagonal values are the variances, i.e., the squares of the standard errors (e.g., for the reciprocity effect, @@ -6625,7 +6652,7 @@ \subsubsection{Treatment of missing data} variables with a simple prior distribution, given by the distribution of the non-missing entries for this wave. (For Maximum Likelihood estimation, this is a Bayesian incursion -in an otherwise frequentist approach...) +in an otherwise frequentist approach...) The missing data at the end of the wave are modeled as random variables with the distribution implied by the Markov chain model with the estimated parameters. @@ -8899,7 +8926,7 @@ \subsection{Random coefficient multilevel Siena analysis} determined by parameter \texttt{mult} (`multiplication factor') in the call of \textsf{set\_algorithm\_saom} that created the algorithm object. \end{enumerate} - The function \textsf{multi\_siena} is time-consuming. When starting to use it, + The function \textsf{multi\_siena} is time-consuming. When starting to use it, it is advisable to start with low values of \texttt{nmain} to explore computing time. When the procedure seems to diverge, and for very small groups, it is @@ -8909,7 +8936,7 @@ \subsection{Random coefficient multilevel Siena analysis} \subsubsection{Treatment of missing data} -For missing data in the dependent variables (not in the covariates!), +For missing data in the dependent variables (not in the covariates!), a different procedure is used than the one in the Methods of Moments estimation procedure. The missing data at the beginning of the wave are modeled as random @@ -10540,9 +10567,11 @@ \subsubsection{Network evaluation function} this is left out in later versions of \si; \item {\em sum of (1/(out-degree + $p$)} \texttt{(outInv)}, - where $p$ is some constant, defined by \\ - $s^{\rm net}_{i\vit}(x) = 1/(x_{i+} + p)$;\\ - endowment effect only likelihood-based; + where $p$ is some constant, $ p \geq 1$, defined by +$ s^{\rm net}_{i\vit}(x) \,=\, 1/(x_{i+} + p) \ $ ;\\ + endowment effect only likelihood-based;\\ + also see \texttt{divOut\_ego}, which is similar but + suitable for interacting with other effects; \item {\em sum of (1/(out-degree + $p$)(out-degree + $p+1$))} \texttt{(outSqInv)}, where $p$ is some constant, defined by \\ @@ -16743,9 +16772,9 @@ \subsection{Ego -- alter selection tables} This is called the \emph{selection table}. It can be calculated by the \RS function \sfn{interpret\_selection}. -Given that this script is available in the working directory, -the data set is called \texttt{G129\_Data}, the answer -(\sfn{sienaFit}) object is called \texttt{ans5}, the network \texttt{"friendship"}, +Given that the data set is called \texttt{G129\_Data}, the answer +(\sfn{sienaFit}) object is called \texttt{ans5}, +the network \texttt{"friendship"}, and the actor variable \texttt{"drinking"}, the following command can be used. @@ -16753,7 +16782,7 @@ \subsection{Ego -- alter selection tables} \begin{verbatim} st_dr <- interpret_selection(ans5, G129_Data, "friendship", "drinking") # It can be displayed -sm.drink +st_dr # and if package xtable is loaded, also be written # to a latex or html file. For example, tab.drink <- xtable(st_dr) @@ -17765,12 +17794,12 @@ \section{For programmers: Building, installing and checking the package} them to the repository. \item [Check] Checking is a process designed to ensure that packages are likely to work correctly when installed. Type -\verb|R CMD check RSiena_1.6.9.tar.gz|\\ +\verb|R CMD check RSiena_1.6.11.tar.gz|\\ (where the version number is adjusted to match the tar ball name.) \item[zip file] To make a zip file that can be used in Windows for `installing from a local zip file', and therefore is easy for distribution to others, type\\ -\verb|R CMD INSTALL --build RSiena_1.6.9.tar.gz| \\ +\verb|R CMD INSTALL --build RSiena_1.6.11.tar.gz| \\ (where again the version number is adjusted to match the tar ball name.) \end{description} @@ -18255,15 +18284,15 @@ \subsection{Notes on effectGroups and two-mode networks} For two-mode networks the difference between the two node sets implies some peculiarities. -Recall that effectGroups define combinations of dependent variable, -effect type, and covariates (if any). +Recall that effectGroups define combinations of dependent variable, +effect type, and covariates (if any). They are used in the file \texttt{allEffects.csv} and in function \sfn{effects.r}. -In the output of \sfn{effectsDocumentation()} -(mentioning no effects object), the effectGroups are +In the output of \sfn{effectsDocumentation()} +(mentioning no effects object), the effectGroups are given as categories of the effects. -In the function \textsf{make\_specification} in file \sfn{effects.r}, +In the function \textsf{make\_specification} in file \sfn{effects.r}, some additional measures are taken for effects in effectGroup \sfn{covarBipartiteObjective}, because this effect group does not differentiate between effects of covariates @@ -18330,7 +18359,7 @@ \subsection{Notes on effectGroups and two-mode networks} \item \sfn{covarNetNetObjective} is for effects where both networks are one-mode; \item \sfn{covarANetNetObjective} is for effects where - $X$ is one-mode, and if $W$ is two-mode, + $X$ is one-mode, and if $W$ is two-mode, $V$ is defined for the first mode; \item \sfn{covarAWNetNetObjective} is for effects where $W$ is one-mode, and $V$ is defined for the first mode; @@ -18437,6 +18466,33 @@ \section{Appendix: Changes compared to earlier versions} \fi +\item 2026-07-16 GitHub, package version 1.6.11. + +Changes in RSiena: +\begin{itemize} + \item Functionality + \begin{itemize} + \item New auxiliary functions \sfn{AC\_Moran} and \sfn{AC\_Geary}. + \item In \sfn{transformScript}, the replacement for \texttt{sienaCompositionChangeFromFile} + was put before the replacement for \texttt{sienaCompositionChange}. + \item The component \texttt{theta} of results of function \sfn{siena}, the result of + functions \sfn{coef}, and \sfn{estimate\_onestep} have got a class \sfn{coef\_siena}, + which has its own \sfn{print} method (to allow vertical printing). + \item Function \sfn{coef} now has default \texttt{shortenNames=FALSE}. + \item Alias \sfn{coefficients} for \sfn{coef}. + \item Remark to console about output file for \sfn{siena} only when + \texttt{silent=FALSE}. + \item Undo sorting of returned data frames for \texttt{returnChains=TRUE}\\ + (in \texttt{siena07models.cpp}). + \end{itemize} + \item Bug corrections: + \begin{itemize} + \item Running \sfn{siena} with \texttt{returnChains = TRUE, returnDataFrame = TRUE} + corrected. + \end{itemize} +\end{itemize} + + \item 2026-06-10 GitHub, package version 1.6.9. Changes in RSiena: @@ -18452,9 +18508,9 @@ \section{Appendix: Changes compared to earlier versions} \begin{itemize} \item New function \sfn{estimate\_onestep}. \item Option \texttt{onestep} for \sfn{update\_theta.sienaEffects} changed. - \item Hidden option to use the one-step estimator with + \item Hidden option to use the one-step estimator with \texttt{prevAns} in \sfn{siena} (experimental). - \item \sfn{print.sienadata} and \sfn{print.sienaGroup} now specify + \item \sfn{print.sienadata} and \sfn{print.sienaGroup} now specify the node sets for covariates and restricts printed line lengths to 64. \item More informative error message in \sfn{make\_data\_rsiena} if the number of elements of the second node set for bipartite networks is not correct. @@ -18467,7 +18523,7 @@ \section{Appendix: Changes compared to earlier versions} of two dependent networks and an actor covariate: these now are \texttt{covarNetNetObjective}, \\ \texttt{covarANetNetObjective}, \texttt{covarAWNetNetObjective},\\ - \texttt{covarADNetNetObjective}, + \texttt{covarADNetNetObjective}, \texttt{covarBNetNetObjective},\\ \texttt{covarBXNetNetObjective}. See Section~\ref{S_notestwomode}. diff --git a/man/RSiena-package.Rd b/man/RSiena-package.Rd index 0027a12..926e09d 100644 --- a/man/RSiena-package.Rd +++ b/man/RSiena-package.Rd @@ -52,8 +52,8 @@ Bug reports can be submitted at \tabular{ll}{ Package: \tab RSiena\cr Type: \tab Package\cr - Version: \tab 1.6.10\cr - Date: \tab 2026-06-14\cr + Version: \tab 1.6.11\cr + Date: \tab 2026-07-16\cr Depends: \tab R (>= 4.5.0)\cr Imports: \tab Matrix, lattice, parallel, MASS, methods, xtable\cr Suggests: \tab network, tools, codetools, tcltk\cr diff --git a/man/interpret_size_dynamics.Rd b/man/interpret_size_dynamics.Rd index 0a28953..23769e0 100644 --- a/man/interpret_size_dynamics.Rd +++ b/man/interpret_size_dynamics.Rd @@ -169,7 +169,7 @@ A \code{interpret_size_dynamics} object consists of following components: Relative Importance of Effects in Stochastic Actor-oriented Models. \emph{Network Science}, \bold{1 (3)}, 275--297. } -\author{Natalie Indlekofer} +\author{Natalie Indlekofer, Tom Snijders, Daniel Gotthardt } \examples{ myalgo <- set_algorithm_saom(nsub=1, n3=32, seed=1777, cond=FALSE) @@ -184,10 +184,8 @@ mymodel <- set_effect(mymodel, list(inPop, outAct, transTrip)) RIDynamics1 <- interpret_size_dynamics(mydata, ans=ans, useChangeContributions=TRUE) RIDynamics1 -\dontrun{ plot(RIDynamics1) - myalgo2 <- set_algorithm_saom(nsub=1, n3=32, seed=1777, cond=TRUE) (ans2 <- siena(mydata, effects=mymodel, control_algo=myalgo2, control_out=myout, batch=TRUE)) @@ -195,13 +193,15 @@ myalgo2 <- set_algorithm_saom(nsub=1, n3=32, seed=1777, cond=TRUE) RIDynamics2 <- interpret_size_dynamics(mydata, ans=ans2, effects=mymodel) RIDynamics2 - myalgo3 <- sienaAlgorithmCreate(nsub=1, n3=32, seed=1777, cond=TRUE) RIDynamics3 <- interpret_size_dynamics(data=mydata, theta=c(ans2$rate,ans2$theta), algorithm=myalgo3, effects=mymodel, intervalsPerPeriod=4) RIDynamics3 + +\dontrun{ + myalgo4 <- set_algorithm_saom(nsub=1, n3=32) mynet2 <- as_dependent_rsiena(array(c(s501, s502, s503), dim=c(50, 50, 3))) mybeh <- as_dependent_rsiena(s50a, type="behavior") diff --git a/man/siena.Rd b/man/siena.Rd index aafcbf6..a61c4fc 100644 --- a/man/siena.Rd +++ b/man/siena.Rd @@ -1,6 +1,7 @@ \name{siena} \alias{siena} \alias{siena07} +\alias{coef_siena} \alias{estimate_onestep} \concept{estimation} \title{Function to estimate parameters in a Siena model} @@ -109,13 +110,14 @@ estimate_onestep(x, fixed=x$fixed, r=1, shortenNames=FALSE) change statistics (contributions) should be returned; this may produce a very big file.} \item{x}{Object of class \code{sienaFit}.} - \item{fixed}{One number or a vector of numbers between 1 and \code{p}, + \item{fixed}{One number or a vector of numbers between 0 and \code{p}, where \code{p = x$pp}, the number of parameters in \code{x} excluding the basic rate parameters used for conditional estimation; these indicate the fixed parameters. Can also be a logical vector, of length \code{p} indicating - these by their numbers as given in the print of \code{x}.} - \item{r}{Real number, preferably in \code{(0.1]}.} + these by their numbers as given in the print of \code{x}. + If 0, nothing will be fixed.} + \item{r}{Real number, preferably in \code{(0,1]}.} \item{shortenNames}{Logical. Should the effect names be shortened?} } @@ -240,7 +242,7 @@ estimate_onestep(x, fixed=x$fixed, r=1, shortenNames=FALSE) is multiplied by \code{r}. } \value{ - Returns an object of class \code{\link{sienaFit}}, some parts of which are: + \code{siena} returns an object of class \code{\link{sienaFit}}, some parts of which are: \item{OK}{Boolean indicating successful termination} \item{termination }{Character string, values: "OK", "Error", or "UserInterrupt". "UserInterrupt" indicates that the user asked for early @@ -250,7 +252,7 @@ estimate_onestep(x, fixed=x$fixed, r=1, shortenNames=FALSE) \item{effects}{The included effects in the effects object to which are added the main effects of the requested interaction effects, if any.} \item{theta}{Estimated value of theta, if \code{simOnly=FALSE} - in \code{control_algo}.} + in \code{control_algo}. Is of class \code{coef_siena}.} \item{thetas}{Matrix, returned if \code{returnThetas} and \code{x$nsub >= 1}. First column is subphase; further columns are values of theta as generated during this subphase of Phase 2.} @@ -314,6 +316,10 @@ estimate_onestep(x, fixed=x$fixed, r=1, shortenNames=FALSE) of parameter values actually used in the simulations of Phase 3.} Writes text output to the file indicated for \code{siena} in \code{control_output} and for \code{siena07} in \code{alg}. + + \code{estimate_onestep} returns the one-step estimate in which + the parameters indiated in \code{fixed} are fixed. This is a vector + of class \code{coef_siena}. } \references{ Amati, V., Schoenenberger, F., and Snijders, T.A.B. (2015), diff --git a/man/sienaFit.Rd b/man/sienaFit.Rd index 1d56ea3..57ec660 100644 --- a/man/sienaFit.Rd +++ b/man/sienaFit.Rd @@ -10,7 +10,10 @@ \alias{write_result.sienaFit} \alias{write_result} \alias{coef} +\alias{print.coef_siena} \alias{coef.sienaFit} +\alias{coefficients} +\alias{coefficients.sienaFit} \alias{vcov} \alias{vcov.sienaFit} \title{Methods for processing sienaFit objects, @@ -23,9 +26,13 @@ \method{print}{summary.sienaFit}(x, matrices=TRUE, ...) -\method{coef}{sienaFit}(object, dropRates=TRUE, shortenNames=TRUE, ...) +\method{coef}{sienaFit}(object, dropRates=TRUE, shortenNames=FALSE, ...) -\method{vcov}{sienaFit}(object, dropRates=TRUE, shortenNames=TRUE, ...) +\method{coefficients}{sienaFit}(object, dropRates=TRUE, shortenNames=FALSE, ...) + +\method{print}{coef_siena}(x, digits=4, ...) + +\method{vcov}{sienaFit}(object, dropRates=TRUE, shortenNames=FALSE, ...) \method{write_result}{sienaFit}(x, type="tex", fileName=NULL, @@ -41,7 +48,8 @@ siena_table(x, type="tex", \arguments{ \item{x}{An object of class \code{sienaFit}, or \code{summary.sienaFit} as appropriate. For \code{siena_table}, - objects of class \code{sienaBayes} are also permitted.} + objects of class \code{sienaBayes} are also permitted. + For \code{print.coef_siena}, an object of class \code{coef_siena}. } \item{object}{An object of class \code{\link{sienaFit}}, produced by \code{\link{siena}}. For \code{siena_table}, objects of class \code{sienaBayes} are also permitted.} @@ -72,7 +80,8 @@ siena_table(x, type="tex", \item{align}{ See documentation for \code{\link[xtable]{xtable}}.} \item{digits}{ - See documentation for \code{\link[xtable]{xtable}}.} + Number of digits to be printed. Also see documentation + for \code{\link[xtable]{xtable}}.} \item{display}{ See documentation for \code{\link[xtable]{xtable}}} \item{nfirst}{Only relevant for the \code{multiSiena} package.} @@ -82,16 +91,25 @@ siena_table(x, type="tex", \code{type}, \code{file}.} } \description{ - \code{print}, \code{summary}, and \code{xtable} methods for - \code{sienaFit} objects. + \code{print}, \code{summary}, \code{coef}, + \code{vcov}, and \code{xtable} methods for \code{sienaFit} + and \code{coef_siena} objects. } \value{ Function \code{coef.sienaFit} gives the estimated parameters, and \code{vcov.sienaFit} their estimated variance-covariance matrix. + Function \code{coefficients.sienaFit} is an alias for \code{coef.sienaFit}. The function \code{print.sienaFit} prints a table containing estimated parameter values, standard errors and (optionally) - t-statistics for convergence. + \code{t}-statistics for convergence. + + Function \code{print.coef_siena} is used to print estimates from + \code{\link{siena}} or \code{\link{estimate_onestep}}. + + Function \code{print.coef_sienaFit} gives the estimated parameters, + and \code{vcov.sienaFit} their estimated variance-covariance matrix. + Function \code{coefficients.sienaFit} is an alias for \code{coef.sienaFit}. The function \code{summary.sienaFit} prints a table containing estimated parameter values, standard errors and t-statistics for diff --git a/src/model/effects/InverseOutdegreeEffect.cpp b/src/model/effects/InverseOutdegreeEffect.cpp index 4b90280..08b0e70 100644 --- a/src/model/effects/InverseOutdegreeEffect.cpp +++ b/src/model/effects/InverseOutdegreeEffect.cpp @@ -24,9 +24,9 @@ namespace siena * Constructor. */ InverseOutdegreeEffect::InverseOutdegreeEffect( - const EffectInfo * pEffectInfo) : NetworkEffect(pEffectInfo) + const EffectInfo * pEffectInfo) : NetworkEffect(pEffectInfo) { - this->lc = pEffectInfo->internalEffectParameter(); + this->lc = pEffectInfo->internalEffectParameter(); if (this->lc < 1) { @@ -41,19 +41,19 @@ InverseOutdegreeEffect::InverseOutdegreeEffect( */ double InverseOutdegreeEffect::calculateContribution(int alter) const { - double sum = - this->pNetwork()->outDegree(this->ego()) + this->lc; + double sum = + this->pNetwork()->outDegree(this->ego()) + this->lc; - if (this->outTieExists(alter)) - { - // Tie withdrawal - return -1.0 / ((sum - 1) * sum); - } - else - { - // Tie introduction - return -1.0 / ((sum + 1) * sum); - } + if (this->outTieExists(alter)) + { + // Tie withdrawal + return -1.0 / ((sum - 1) * sum); + } + else + { + // Tie introduction + return -1.0 / ((sum + 1) * sum); + } } @@ -63,9 +63,9 @@ double InverseOutdegreeEffect::calculateContribution(int alter) const * of this kind. */ double InverseOutdegreeEffect::egoStatistic(int ego, - const Network * pNetwork) + const Network * pNetwork) { - return 1.0 / (pNetwork->outDegree(ego) + this->lc); + return 1.0 / (pNetwork->outDegree(ego) + this->lc); } }