From bd2bae635a5cb143b74f40c95c32b8132cf7a58e Mon Sep 17 00:00:00 2001 From: serkor1 <77464572+serkor1@users.noreply.github.com> Date: Wed, 20 May 2026 21:57:43 +0200 Subject: [PATCH 1/2] :books: Reworked benchmarks * The benchmarks now covers comparisions against {TTR} across multiple indicators and presents them in the README accordingly. * The benchmarks now compares the .Call against the dispatched methods more thoroughly than before. The goal of the benchmarks is primarily micro-optimizations on the R side. --- Makefile | 21 +- benchmark/README.Rmd | 132 ++++++++++-- benchmark/README.md | 135 ++++++++++-- benchmark/benchmark-data.R | 41 ---- benchmark/benchmark-overhead.R | 310 ++++++++++++++++++++-------- benchmark/benchmark-plots.R | 267 ++++++++++++++++++++++++ benchmark/benchmark-ttr.R | 221 ++++++++++++++++++++ benchmark/benchmark-utils.R | 126 +++++++++-- benchmark/results/overhead.rds | Bin 0 -> 3537 bytes benchmark/results/plot-overhead.png | Bin 0 -> 239116 bytes benchmark/results/plot-speedup.png | Bin 0 -> 111095 bytes benchmark/results/plot-ttr.png | Bin 0 -> 213939 bytes benchmark/results/ttr.rds | Bin 0 -> 2659 bytes benchmark/run-all.R | 51 +++++ 14 files changed, 1126 insertions(+), 178 deletions(-) delete mode 100644 benchmark/benchmark-data.R create mode 100644 benchmark/benchmark-plots.R create mode 100644 benchmark/benchmark-ttr.R create mode 100644 benchmark/results/overhead.rds create mode 100644 benchmark/results/plot-overhead.png create mode 100644 benchmark/results/plot-speedup.png create mode 100644 benchmark/results/plot-ttr.png create mode 100644 benchmark/results/ttr.rds create mode 100644 benchmark/run-all.R diff --git a/Makefile b/Makefile index 012624b1b..687f4028a 100644 --- a/Makefile +++ b/Makefile @@ -80,20 +80,21 @@ pkgdown-preview: ## Preview {pkgdown} documetation @Rscript -e "pkgdown::preview_site()" bench: ## Run benchmark(s) - @echo -e "Running benchmark..." + @echo -e "Running full benchmark suite (overhead + TTR comparison)..." @echo -e "" - @Rscript ./benchmark/benchmark-overhead.R + @Rscript ./benchmark/run-all.R @echo -e "" - @echo -e "Benchmark information:" - @echo -e " -baseline: no R overhead" - @echo -e " -data.frame: data.frame methods" - @echo -e " -baseline: matrix methods" + @echo -e "Rendering benchmark/README.Rmd..." @cd benchmark && Rscript -e "rmarkdown::render('README.Rmd', output_format = rmarkdown::github_document(html_preview = FALSE), clean = TRUE)" - -n ?= 1e6 -bench-data: ## Generate data for benchmark(s) - @Rscript ./benchmark/benchmark-data.R $(n) +bench-overhead: ## Run only the overhead benchmark + @Rscript ./benchmark/benchmark-overhead.R + +bench-ttr: ## Run only the talib-vs-TTR benchmark + @Rscript ./benchmark/benchmark-ttr.R + +bench-plots: ## Regenerate plots from existing RDS results + @Rscript ./benchmark/benchmark-plots.R validate: ## Validate R output against TA-Lib core @PKG_CFLAGS="-Isrc/ta-lib/local/include -Isrc/ta-lib/local/include/ta-lib" \ diff --git a/benchmark/README.Rmd b/benchmark/README.Rmd index b2f54ea71..db543814e 100644 --- a/benchmark/README.Rmd +++ b/benchmark/README.Rmd @@ -1,10 +1,9 @@ --- output: github_document --- + ```{r setup, include = FALSE} -# set options Sys.setenv(OPENSSL_CONF = "/dev/null") - knitr::opts_chunk$set( collapse = TRUE, comment = "#>", @@ -14,22 +13,131 @@ knitr::opts_chunk$set( ) ``` +```{r load, include = FALSE} +## The plot PNGs are produced by benchmark/run-all.R and referenced as +## static markdown images below. The Rmd only computes the summary tables. +source("benchmark-utils.R") + +overhead <- readRDS("results/overhead.rds") +ttr <- readRDS("results/ttr.rds") +``` + # Benchmarks -The benchmarks are run on the `bollinger_bands()` function, with three different specifications: +These benchmarks answer two questions: + +1. **How fast is `{talib}`?** We compare `{talib}` to [`{TTR}`](https://cran.r-project.org/package=TTR), the canonical R technical-analysis package, on eight indicators across the natural API in each package. +2. **What does the R wrapper around `.Call` cost?** We measure three call paths into the same C routine: a bare `.Call`, the `` S3 method, and the `` S3 method. + +## Method + +* **Indicators**: BBANDS, RSI, MACD, ATR, SMA, EMA, ADX, STOCH +* **Sizes**: `r paste(format(BENCHMARK_SIZES, big.mark = ","), collapse = " / ")` observations of synthetic OHLCV +* **Iterations**: `r BENCHMARK_ITERATIONS` timed iterations per cell, after `r BENCHMARK_WARMUP` warmup calls +* **Sequential**: every `(indicator, n, expression)` cell is timed on its own, after a per-cell warmup +* **Engine**: [`bench::mark()`](https://bench.r-lib.org) with `filter_gc = FALSE`, `memory = TRUE` + +Reported timings below are the **median** over the timed iterations. Ribbons show the min-to-max range across iterations. -1. *baseline:* This specification calls the C routine directly, without any calls to R functions. -2. *data.frame:* This specification is the S3 `` dispatch. -3. *matrix:* This specification is the S3 `` dispatch. +## `{talib}` vs `{TTR}` -All benchmarks uses a `r nrow(readRDS("dataframe.rds"))` row OHLC `` +`{talib}` is faster than `{TTR}` across every indicator and every size, though the size of the speedup varies considerably and depends on what each package computes internally. -## Benchmark results +The benchmark compares **equivalent output bundles**, not raw function calls. `{TTR}` returns more columns than `{talib}` for several indicators (`pctB` alongside Bollinger Bands; `tr` / `trueHigh` / `trueLow` alongside ATR; `DIp` / `DIn` / `DX` alongside ADX; `fastK` alongside the smoothed stochastic), and `{talib}` returns more for MACD (`hist`). To keep the comparison apples-to-apples each branch produces the same set of derived series per call: where the package's API does not return a column natively, the closure composes the equivalent talib calls (or a one-line arithmetic derivation) to recover it. The residual gap reflects the inner loops, not API shape. -```{r} -library(bench) -readRDS( - "overhead_benchmark.rds" +* **Wide gap** is concentrated where `{TTR}` implements the indicator in pure R with rolling-window helpers that allocate intermediate vectors per step. +* **Narrow gap** appears for the moving averages (`SMA`, `EMA`) and a few others where `{TTR}`'s implementation is also C-backed via `.Call`. These facets are a fair benchmark of the wrappers, not of the algorithms. + +![{talib} vs {TTR} -- median execution time across observations](results/plot-ttr.png) + +![{talib} speedup over {TTR}](results/plot-speedup.png) + +### Speedup at the largest size + +
+ +```{r ttr-table} +big <- ttr[ttr$n == max(ttr$n), c("indicator", "spec", "median")] +big_wide <- reshape( + big, + idvar = "indicator", + timevar = "spec", + direction = "wide" +) +names(big_wide) <- sub("^median\\.", "", names(big_wide)) +big_wide$speedup <- big_wide$TTR / big_wide$talib + +fmt_time <- function(x) { + vapply(x, function(v) { + if (v < 1e-6) sprintf("%.0f ns", v * 1e9) + else if (v < 1e-3) sprintf("%.0f us", v * 1e6) + else if (v < 1) sprintf("%.1f ms", v * 1e3) + else sprintf("%.2f s", v) + }, character(1)) +} + +display <- data.frame( + Indicator = big_wide$indicator, + `{talib} (median)` = fmt_time(big_wide$talib), + `{TTR} (median)` = fmt_time(big_wide$TTR), + Speedup = sprintf("%.1fx", big_wide$speedup), + check.names = FALSE +) +knitr::kable( + display, + caption = sprintf("n = %s observations", format(max(ttr$n), big.mark = ",")) ) ``` +
+ +## R-side overhead + +For each indicator we time the same C routine three different ways: + +1. **baseline** -- raw `.Call` directly into the registered native symbol, with the same arguments the wrapper would emit. +2. **data.frame** -- the natural `` S3 method (column selection via `series()`, result rewrapped via `map_dfr()`). +3. **matrix** -- the `` S3 method (column selection via `series()`, no `map_dfr()`). + +![{talib} R-side overhead by dispatch path](results/plot-overhead.png) + +### Overhead at the largest size + +
+ +```{r overhead-table} +big <- overhead[overhead$n == max(overhead$n), c("indicator", "spec", "median")] +big_wide <- reshape( + big, + idvar = "indicator", + timevar = "spec", + direction = "wide" +) +names(big_wide) <- sub("^median\\.", "", names(big_wide)) +big_wide$df_over <- (big_wide$data.frame - big_wide$baseline) / big_wide$baseline +big_wide$mat_over <- (big_wide$matrix - big_wide$baseline) / big_wide$baseline + +display <- data.frame( + Indicator = big_wide$indicator, + baseline = fmt_time(big_wide$baseline), + data.frame = fmt_time(big_wide$data.frame), + matrix = fmt_time(big_wide$matrix), + `data.frame +%` = sprintf("%+.1f%%", 100 * big_wide$df_over), + `matrix +%` = sprintf("%+.1f%%", 100 * big_wide$mat_over), + check.names = FALSE +) +knitr::kable( + display, + caption = sprintf("n = %s observations", format(max(overhead$n), big.mark = ",")) +) +``` + +
+ +## Reproducing + +```bash +make bench +``` + +This runs `benchmark/run-all.R`, which writes RDS results and PNG plots to `benchmark/results/`, then re-renders this README. diff --git a/benchmark/README.md b/benchmark/README.md index 09f058fbb..49366a8a5 100644 --- a/benchmark/README.md +++ b/benchmark/README.md @@ -1,21 +1,128 @@ # Benchmarks -The benchmarks are run on the `bollinger_bands()` function, with three -different specifications: +These benchmarks answer two questions: -1. *baseline:* This specification calls the C routine directly, without - any calls to R functions. -2. *data.frame:* This specification is the S3 `` dispatch. -3. *matrix:* This specification is the S3 `` dispatch. +1. **How fast is `{talib}`?** We compare `{talib}` to + [`{TTR}`](https://cran.r-project.org/package=TTR), the canonical R + technical-analysis package, on eight indicators across the natural + API in each package. +2. **What does the R wrapper around `.Call` cost?** We measure three + call paths into the same C routine: a bare `.Call`, the + `` S3 method, and the `` S3 method. -All benchmarks uses a 200000 row OHLC `` +## Method -## Benchmark results +- **Indicators**: BBANDS, RSI, MACD, ATR, SMA, EMA, ADX, STOCH +- **Sizes**: 1,000 / 10,000 / 100,000 / 1,000,000 observations of + synthetic OHLCV +- **Iterations**: 1000 timed iterations per cell, after 3 warmup calls +- **Sequential**: every `(indicator, n, expression)` cell is timed on + its own, after a per-cell warmup +- **Engine**: [`bench::mark()`](https://bench.r-lib.org) with + `filter_gc = FALSE`, `memory = TRUE` - #> # A data frame: 3 × 6 - #> expression min median `itr/sec` mem_alloc `gc/sec` - #> - #> 1 baseline 846.75µs 1.47ms 682. 4.58MB 97.4 - #> 2 data.frame 1.19ms 1.27ms 688. 9.17MB 442. - #> 3 matrix 1.69ms 1.82ms 484. 13.74MB 730. +Reported timings below are the **median** over the timed iterations. +Ribbons show the min-to-max range across iterations. + +## `{talib}` vs `{TTR}` + +`{talib}` is faster than `{TTR}` across every indicator and every size, +though the size of the speedup varies considerably and depends on what +each package computes internally. + +The benchmark compares **equivalent output bundles**, not raw function +calls. `{TTR}` returns more columns than `{talib}` for several +indicators (`pctB` alongside Bollinger Bands; `tr` / `trueHigh` / +`trueLow` alongside ATR; `DIp` / `DIn` / `DX` alongside ADX; `fastK` +alongside the smoothed stochastic), and `{talib}` returns more for MACD +(`hist`). To keep the comparison apples-to-apples each branch produces +the same set of derived series per call: where the package’s API does +not return a column natively, the closure composes the equivalent talib +calls (or a one-line arithmetic derivation) to recover it. The residual +gap reflects the inner loops, not API shape. + +- **Wide gap** is concentrated where `{TTR}` implements the indicator in + pure R with rolling-window helpers that allocate intermediate vectors + per step. +- **Narrow gap** appears for the moving averages (`SMA`, `EMA`) and a + few others where `{TTR}`’s implementation is also C-backed via + `.Call`. These facets are a fair benchmark of the wrappers, not of the + algorithms. + +
+ + +
+ +
+{talib} speedup over {TTR} + +
+ +### Speedup at the largest size + +
+ +| Indicator | {talib} (median) | {TTR} (median) | Speedup | +|:----------|:-----------------|:---------------|:--------| +| BBANDS | 11.2 ms | 86.7 ms | 7.7x | +| RSI | 4.9 ms | 22.4 ms | 4.6x | +| MACD | 13.2 ms | 26.3 ms | 2.0x | +| ATR | 21.1 ms | 33.3 ms | 1.6x | +| SMA | 1.9 ms | 4.2 ms | 2.2x | +| EMA | 2.6 ms | 3.4 ms | 1.3x | +| ADX | 29.6 ms | 157.1 ms | 5.3x | +| STOCH | 11.0 ms | 42.9 ms | 3.9x | + +n = 1,000,000 observations + +
+ +## R-side overhead + +For each indicator we time the same C routine three different ways: + +1. **baseline** – raw `.Call` directly into the registered native + symbol, with the same arguments the wrapper would emit. +2. **data.frame** – the natural `` S3 method (column + selection via `series()`, result rewrapped via `map_dfr()`). +3. **matrix** – the `` S3 method (column selection via + `series()`, no `map_dfr()`). + +
+ + +
+ +### Overhead at the largest size + +
+ +| Indicator | baseline | data.frame | matrix | data.frame +% | matrix +% | +|:----------|:---------|:-----------|:--------|:--------------|:----------| +| BBANDS | 9.5 ms | 13.4 ms | 9.4 ms | +41.2% | -1.2% | +| RSI | 4.4 ms | 5.0 ms | 8.3 ms | +14.5% | +90.6% | +| MACD | 11.2 ms | 13.0 ms | 12.7 ms | +15.6% | +13.3% | +| ATR | 5.2 ms | 5.8 ms | 9.3 ms | +12.2% | +79.6% | +| SMA | 1.5 ms | 2.1 ms | 5.5 ms | +37.8% | +269.3% | +| EMA | 2.1 ms | 2.6 ms | 6.5 ms | +24.1% | +212.4% | +| ADX | 6.8 ms | 7.5 ms | 10.8 ms | +9.5% | +58.6% | +| STOCH | 9.1 ms | 12.3 ms | 11.1 ms | +35.6% | +22.5% | + +n = 1,000,000 observations + +
+ +## Reproducing + +``` bash +make bench +``` + +This runs `benchmark/run-all.R`, which writes RDS results and PNG plots +to `benchmark/results/`, then re-renders this README. diff --git a/benchmark/benchmark-data.R b/benchmark/benchmark-data.R deleted file mode 100644 index 62b6708b2..000000000 --- a/benchmark/benchmark-data.R +++ /dev/null @@ -1,41 +0,0 @@ -## script: benchmark-data -## objective: -## This script can be called as -## make bench-data n=1e3 to generate -## a - and -object -## used for benchmarking -## -## 1) number of observations -n <- commandArgs( - trailingOnly = TRUE -) - -## 2) construct -## as OHLC -set.seed(1903) -DT <- data.frame( - open = runif( - n = n, - min = 100, - max = 1000 - ) -) - -## 2.1) -DT$high <- DT$open + 20 -DT$close <- DT$open - 10 -DT$low <- DT$open - 20 - -## 3) stroe data -## -## 3.1) -saveRDS( - DT, - "benchmark/dataframe.rds" -) - -## 3.2) -saveRDS( - as.matrix(DT), - "benchmark/matrix.rds" -) diff --git a/benchmark/benchmark-overhead.R b/benchmark/benchmark-overhead.R index 698ad6817..c01d2dda3 100644 --- a/benchmark/benchmark-overhead.R +++ b/benchmark/benchmark-overhead.R @@ -1,96 +1,240 @@ -## script: benchmark-overhead -## objective: +## benchmark/benchmark-overhead.R ## -## Create a naïve benchmark comparing -## the C implementation to the R wrapper -## to determine the amount of overhead -## induced by the wrapper +## Measure the overhead that talib's R wrappers add on top of the bare +## .Call into the bundled TA-Lib C library. For each indicator we time +## three expressions at every n: ## -## 1) load libraries -## and data -library(talib) -DF <- readRDS("benchmark/dataframe.rds") -X <- readRDS("benchmark/matrix.rds") +## 1. baseline - a raw .Call against the registered native symbol, +## using exactly the arguments the wrapper would pass. +## 2. data.frame - talib's data.frame S3 method (series() column +## selection + map_dfr() to wrap the result). +## 3. matrix - talib's matrix S3 method (series() column selection, +## no map_dfr). +## +## All three call the same underlying C routine. Any difference in +## timing is pure R-side overhead. Every talib symbol is referenced +## through talib:: so that load order with TTR (whose SMA / EMA / RSI / +## ATR / ADX / MACD shadow talib's exports) cannot perturb the result. + +suppressPackageStartupMessages({ + library(talib) + library(bench) +}) -## 2) load utils source("benchmark/benchmark-utils.R") -## 3) construct wrappers -## for benchmarking -## -## 3.1) direct call to 'C' -## without any processing -## this is the baseline -foo <- function() { - .Call( - "impl_ta_BBANDS", - DF$close, - 10L, - 2, - 2, - 0L, - PACKAGE = "talib" - ) -} -## 3.2) -bar <- function() { - talib:::bollinger_bands( - DF - ) -} +## Native symbols -## 3.3) -baz <- function() { - talib::bollinger_bands( - X - ) -} +## Resolve the registered C symbols once. Caching them out of talib's +## namespace makes the baseline expression a literal .Call against a +## pointer, with no per-iteration symbol lookup. +ns <- asNamespace("talib") +C_BBANDS <- get("C_impl_ta_BBANDS", envir = ns) +C_RSI <- get("C_impl_ta_RSI", envir = ns) +C_MACD <- get("C_impl_ta_MACD", envir = ns) +C_ATR <- get("C_impl_ta_ATR", envir = ns) +C_SMA <- get("C_impl_ta_SMA", envir = ns) +C_EMA <- get("C_impl_ta_EMA", envir = ns) +C_ADX <- get("C_impl_ta_ADX", envir = ns) +C_STOCH <- get("C_impl_ta_STOCH", envir = ns) -## 4) benchmark -## -## 4.1) check that all core values -## are equal -## -## NOTE: all values can just be converted -## to a long vector and compare the values -stopifnot( - all.equal( - as.double(foo()), - as.double(as.matrix(bar())), - check.attributes = FALSE, - check.class = FALSE - ) -) -stopifnot( - all.equal( - as.double(foo()), - as.double(baz()), - check.attributes = FALSE, - check.class = FALSE - ) -) +## Indicator factories -## 4.2) store the benchmark -## so it can be exported -benchmark_results <- benchmark( - "baseline" = foo(), - "data.frame" = bar(), - "matrix" = baz() +## Each factory takes the OHLCV data.frame and its matrix mirror and +## returns three nullary closures whose bodies are the .Call the wrapper +## would emit. Using closures (rather than substituted expressions) lets +## bench::mark see uniform call sites across indicators and lets the +## driver share one warmup loop. The closures capture df / mat by +## reference, so the inner timed expressions allocate nothing extra. +overhead_factories <- list( + BBANDS = function(df, mat) { + list( + baseline = function() { + .Call(C_BBANDS, df$close, 20L, 2, 2, 0L, FALSE) + }, + data.frame = function() { + talib::bollinger_bands(df, ma = talib::SMA(n = 20)) + }, + matrix = function() { + talib::bollinger_bands(mat, ma = talib::SMA(n = 20)) + } + ) + }, + RSI = function(df, mat) { + list( + baseline = function() .Call(C_RSI, df$close, 14L, FALSE), + data.frame = function() talib::relative_strength_index(df, n = 14), + matrix = function() talib::relative_strength_index(mat, n = 14) + ) + }, + MACD = function(df, mat) { + list( + baseline = function() { + .Call(C_MACD, df$close, 12L, 26L, 9L, FALSE) + }, + data.frame = function() { + talib::moving_average_convergence_divergence(df) + }, + matrix = function() { + talib::moving_average_convergence_divergence(mat) + } + ) + }, + ATR = function(df, mat) { + list( + baseline = function() { + .Call(C_ATR, df$high, df$low, df$close, 14L, FALSE) + }, + data.frame = function() talib::average_true_range(df, n = 14), + matrix = function() talib::average_true_range(mat, n = 14) + ) + }, + SMA = function(df, mat) { + ## The talib wrapper coerces with as.double() before .Call, so the + ## baseline does the same; we want the C work to be apples to apples. + list( + baseline = function() { + .Call(C_SMA, as.double(df$close), 20L, FALSE) + }, + data.frame = function() { + talib::simple_moving_average(df, n = 20) + }, + matrix = function() { + talib::simple_moving_average(mat, n = 20) + } + ) + }, + EMA = function(df, mat) { + ## Same as SMA: the wrapper does an explicit as.double() coercion. + list( + baseline = function() { + .Call(C_EMA, as.double(df$close), 20L, FALSE) + }, + data.frame = function() { + talib::exponential_moving_average(df, n = 20) + }, + matrix = function() { + talib::exponential_moving_average(mat, n = 20) + } + ) + }, + ADX = function(df, mat) { + list( + baseline = function() { + .Call( + C_ADX, + df$high, + df$low, + df$close, + 14L, + FALSE + ) + }, + data.frame = function() { + talib::average_directional_movement_index(df, n = 14) + }, + matrix = function() { + talib::average_directional_movement_index(mat, n = 14) + } + ) + }, + STOCH = function(df, mat) { + list( + baseline = function() { + .Call( + C_STOCH, + df$high, + df$low, + df$close, + 14L, + 3L, + 0L, + 3L, + 0L, + FALSE + ) + }, + data.frame = function() { + talib::stochastic( + df, + fastk = 14, + slowk = talib::SMA(n = 3), + slowd = talib::SMA(n = 3) + ) + }, + matrix = function() { + talib::stochastic( + mat, + fastk = 14, + slowk = talib::SMA(n = 3), + slowd = talib::SMA(n = 3) + ) + } + ) + } ) -## 4.2) print the necessary -## results -pretty( - x = benchmark_results, - indicator = "Bollinger Bands", - n = nrow(DF) -) -## 4.3) store the benchmark -## results -saveRDS( - benchmark_results, - "benchmark/overhead_benchmark.rds" -) +## Driver + +## Sweep every (indicator, n) cell. For each cell we build fresh data, +## warm up, then hand the three closures to bench::mark and tag the tidy +## result with the indicator name and size. Rows from all cells are +## rbind-ed at the end into one long data.frame for plotting. +run_overhead <- function( + indicators = names(overhead_factories), + sizes = BENCHMARK_SIZES, + iterations = BENCHMARK_ITERATIONS, + warmup_n = BENCHMARK_WARMUP +) { + results <- list() + for (indicator in indicators) { + factory <- overhead_factories[[indicator]] + message(sprintf("\n[overhead] %s", indicator)) + for (n in sizes) { + banner(indicator, n) + df <- make_ohlc(n) + mat <- as.matrix(df) + exprs <- factory(df, mat) + + ## Prime caches and the allocator before bench starts the clock. + warmup(exprs, reps = warmup_n) + + bm <- bench::mark( + baseline = exprs$baseline(), + data.frame = exprs$data.frame(), + matrix = exprs$matrix(), + iterations = iterations, + check = FALSE, + filter_gc = FALSE, + memory = TRUE, + time_unit = "s" + ) + + results[[length(results) + 1L]] <- tidy_bench( + bm, + indicator = indicator, + n = n + ) + } + } + do.call(rbind, results) +} + + +## Entry point + +## Only runs when this file is invoked directly (Rscript / make +## bench-overhead). When sourced from run-all.R the guard skips this +## block; run-all.R calls run_overhead() and saves the result itself. +if (sys.nframe() == 0L) { + overhead <- run_overhead() + + out_dir <- file.path("benchmark", "results") + dir.create(out_dir, showWarnings = FALSE, recursive = TRUE) + saveRDS(overhead, file.path(out_dir, "overhead.rds")) + + message("\nSaved overhead results to benchmark/results/overhead.rds") +} diff --git a/benchmark/benchmark-plots.R b/benchmark/benchmark-plots.R new file mode 100644 index 000000000..10fe6ee95 --- /dev/null +++ b/benchmark/benchmark-plots.R @@ -0,0 +1,267 @@ +## benchmark/benchmark-plots.R +## +## ggplot2 visualizations for the talib benchmark suite. Each plot +## function takes a tidy data.frame produced by tidy_bench() and returns +## a ggplot object; save_plots() writes all three to disk and is the +## single entry point used both by this script's stand-alone mode and by +## run-all.R, so the I/O lives in exactly one place. +## +## All themes use transparent backgrounds so the resulting PNGs blend in +## with both GitHub's light and dark color schemes. + +suppressPackageStartupMessages({ + library(ggplot2) + library(scales) +}) + + +## Shared theme + +## Transparent backgrounds plus a single mid-gray ink colour. The README +## is embedded in both GitHub's light (#ffffff) and dark (#0d1117) +## chrome, and one ~50% luminance gray (#7d7d7d) reads on either side +## without needing per-theme inversion. Titles get bold weight rather +## than a darker colour so they stay prominent on both backgrounds. +bench_theme <- function(base_size = 12) { + transparent <- element_rect(fill = "transparent", colour = NA) + ink <- "#7d7d7d" + grid <- "#7d7d7d" + theme_minimal(base_size = base_size) + + theme( + plot.background = transparent, + panel.background = transparent, + legend.background = transparent, + legend.box.background = transparent, + legend.key = transparent, + strip.background = transparent, + plot.title = element_text(face = "bold", color = ink), + plot.subtitle = element_text(color = ink), + plot.caption = element_text(color = ink, hjust = 0), + strip.text = element_text(face = "bold", color = ink), + axis.title = element_text(color = ink), + axis.text = element_text(color = ink), + panel.grid.minor = element_line(colour = grid, linewidth = 0.15), + panel.grid.major = element_line(colour = grid, linewidth = 0.3), + legend.position = "top", + legend.title = element_blank(), + legend.text = element_text(color = ink) + ) +} + +## Palette for the three R-side dispatch paths in the overhead plot. +spec_colors <- c( + "baseline" = "#1F77B4", + "data.frame" = "#FF7F0E", + "matrix" = "#2CA02C" +) + +## Palette for the talib-vs-TTR plot. {talib} in steel-blue matches the +## package's house style; {TTR} in red provides clear contrast. +package_colors <- c( + "{talib}" = "#1F77B4", + "{TTR}" = "#D62728" +) + + +## Axis label helpers + +## Render n as 1k / 10k / 100k / 1M so the x-axis ticks stay short and +## readable on a four-point log scale. +format_obs <- function(x) { + out <- character(length(x)) + for (i in seq_along(x)) { + v <- x[[i]] + if (is.na(v)) { + out[[i]] <- NA_character_ + } else if (v >= 1e6) { + out[[i]] <- paste0(v / 1e6, "M") + } else if (v >= 1e3) { + out[[i]] <- paste0(v / 1e3, "k") + } else { + out[[i]] <- as.character(v) + } + } + out +} + +## Pick a sensible unit (ns / us / ms / s) per tick so a log-time y-axis +## reads like wall-clock numbers rather than scientific notation. +format_time <- function(x) { + out <- character(length(x)) + for (i in seq_along(x)) { + v <- x[[i]] + if (is.na(v) || v <= 0) { + out[[i]] <- NA_character_ + } else if (v < 1e-6) { + out[[i]] <- sprintf("%.0fns", v * 1e9) + } else if (v < 1e-3) { + out[[i]] <- sprintf("%.0fus", v * 1e6) + } else if (v < 1) { + out[[i]] <- sprintf("%.0fms", v * 1e3) + } else { + out[[i]] <- sprintf("%.1fs", v) + } + } + out +} + + +## Plots + +## Overhead: one facet per indicator, three lines (baseline / data.frame +## / matrix). Each facet gets its own y scale because the absolute work +## per indicator differs by orders of magnitude. +plot_overhead <- function(data) { + data$spec <- factor( + data$spec, + levels = c("baseline", "data.frame", "matrix") + ) + data$indicator <- factor(data$indicator, levels = unique(data$indicator)) + + ggplot( + data, + aes(x = n, y = median, colour = spec, group = spec) + ) + + geom_ribbon( + aes(ymin = min, ymax = max, fill = spec), + alpha = 0.15, + colour = NA + ) + + geom_line(linewidth = 0.7) + + geom_point(size = 1.7) + + scale_x_log10(labels = format_obs, breaks = unique(data$n)) + + scale_y_log10(labels = format_time) + + scale_colour_manual(values = spec_colors) + + scale_fill_manual(values = spec_colors, guide = "none") + + facet_wrap(~indicator, ncol = 4, scales = "free_y") + + labs( + title = "{talib} R-side overhead", + subtitle = "Median execution time vs observations, by dispatch path", + x = "Observations", + y = "Execution time (log)", + caption = sprintf( + "%d iterations per cell; ribbon shows min-max range.", + max(data$n_itr) + ) + ) + + bench_theme() +} + +## TTR comparison: one facet per indicator, two lines ({talib} / {TTR}). +## The spec column is relabelled before becoming a factor so the legend +## matches the curly-fenced form used in the rest of the README. +plot_ttr <- function(data) { + data$spec <- factor( + paste0("{", data$spec, "}"), + levels = c("{talib}", "{TTR}") + ) + data$indicator <- factor(data$indicator, levels = unique(data$indicator)) + + ggplot( + data, + aes(x = n, y = median, colour = spec, group = spec) + ) + + geom_ribbon( + aes(ymin = min, ymax = max, fill = spec), + alpha = 0.15, + colour = NA + ) + + geom_line(linewidth = 0.7) + + geom_point(size = 1.7) + + scale_x_log10(labels = format_obs, breaks = unique(data$n)) + + scale_y_log10(labels = format_time) + + scale_colour_manual(values = package_colors) + + scale_fill_manual(values = package_colors, guide = "none") + + facet_wrap(~indicator, ncol = 4, scales = "free_y") + + labs( + title = "{talib} vs {TTR}", + subtitle = "Median execution time vs observations, equivalent output bundles in each branch", + x = "Observations", + y = "Execution time (log)", + caption = sprintf( + "%d iterations per cell; ribbon shows min-max range.", + max(data$n_itr) + ) + ) + + bench_theme() +} + +## Speedup: median(TTR) / median(talib), one number per (indicator, n) +## drawn as a labelled point. The x and y scales get extra expansion so +## the per-point "Nx" annotations do not collide with axes or facets. +plot_speedup <- function(data) { + wide <- reshape( + data[, c("indicator", "n", "spec", "median")], + idvar = c("indicator", "n"), + timevar = "spec", + direction = "wide" + ) + names(wide) <- sub("^median\\.", "", names(wide)) + wide$speedup <- wide$TTR / wide$talib + wide$indicator <- factor(wide$indicator, levels = unique(data$indicator)) + + ggplot(wide, aes(x = n, y = speedup)) + + geom_hline(yintercept = 1, linetype = "dashed", colour = "grey60") + + geom_line(linewidth = 0.7, colour = "#1F77B4") + + geom_point(size = 1.7, colour = "#1F77B4") + + geom_text( + aes(label = sprintf("%.1fx", speedup)), + vjust = -0.9, + size = 3, + colour = "#7d7d7d" + ) + + scale_x_log10( + labels = format_obs, + breaks = unique(wide$n), + expand = expansion(mult = 0.12) + ) + + scale_y_log10(expand = expansion(mult = c(0.08, 0.25))) + + facet_wrap(~indicator, ncol = 4) + + labs( + title = "{talib} speedup over {TTR}", + subtitle = "{TTR} median / {talib} median; values above 1 mean {talib} is faster", + x = "Observations", + y = "Speedup (log)", + caption = "Computed from median execution times in the same run." + ) + + bench_theme() +} + + +## I/O + +## Single place where the three PNGs are written. Called from the +## stand-alone entry point and from run-all.R so the ggsave arguments +## (size, dpi, transparent background) live in one location. +save_plots <- function(overhead, ttr, out_dir) { + plots <- list( + "plot-overhead.png" = plot_overhead(overhead), + "plot-ttr.png" = plot_ttr(ttr), + "plot-speedup.png" = plot_speedup(ttr) + ) + for (name in names(plots)) { + ggsave( + file.path(out_dir, name), + plots[[name]], + width = 12, + height = 6, + dpi = 150, + bg = "transparent" + ) + } + invisible(plots) +} + + +## Entry point + +## Stand-alone invocation (Rscript / make bench-plots). Reads the +## existing RDS results and rewrites the PNGs. Skipped when sourced from +## run-all.R, which calls save_plots() itself with the in-memory data. +if (sys.nframe() == 0L) { + out_dir <- file.path("benchmark", "results") + overhead <- readRDS(file.path(out_dir, "overhead.rds")) + ttr <- readRDS(file.path(out_dir, "ttr.rds")) + save_plots(overhead, ttr, out_dir) + message("\nSaved plots to benchmark/results/") +} diff --git a/benchmark/benchmark-ttr.R b/benchmark/benchmark-ttr.R new file mode 100644 index 000000000..6cd9dcd74 --- /dev/null +++ b/benchmark/benchmark-ttr.R @@ -0,0 +1,221 @@ +## benchmark/benchmark-ttr.R +## +## Compare talib (C implementation) against TTR (R implementation, with +## some indicators C-backed) at the user level. For each indicator we +## time two expressions: +## +## 1. talib - the talib equivalent of what TTR returns. +## 2. TTR - the natural TTR call, with the same period / deviation +## parameters so the algorithms are matched. +## +## "Equivalent" means the two branches produce the same set of derived +## series per call. TTR tends to return bundles (e.g. TTR::ADX returns +## DIp, DIn, DX, ADX in one matrix), while talib exposes each indicator +## as a separate function. Where TTR's API forces extra outputs we +## compose the matching talib calls (or derive the extras in R) so both +## packages do the same algorithmic work in each timed cell. Where +## talib's API returns the extras (MACD histogram) we synthesise the +## same column on the TTR side. The result is an apples-to-apples +## comparison; the residual gap reflects the inner loops, not API shape. + +suppressPackageStartupMessages({ + library(talib) + library(TTR) + library(bench) +}) + +source("benchmark/benchmark-utils.R") + + +## Indicator factories + +ttr_factories <- list( + BBANDS = function(df, hlc) { + close <- df$close + list( + ## TTR::BBands returns dn/mavg/up plus pctB (the %B oscillator). + ## talib's bollinger_bands omits pctB, so we derive it from the + ## same series as TTR does: pctB = (close - dn) / (up - dn). + talib = function() { + bb <- talib::bollinger_bands(df, ma = talib::SMA(n = 20)) + bb$pctB <- (close - bb$LowerBand) / + (bb$UpperBand - bb$LowerBand) + bb + }, + TTR = function() TTR::BBands(close, n = 20, sd = 2) + ) + }, + RSI = function(df, hlc) { + ## Both branches return a single column already. + close <- df$close + list( + talib = function() talib::relative_strength_index(df, n = 14), + TTR = function() TTR::RSI(close, n = 14) + ) + }, + MACD = function(df, hlc) { + close <- df$close + list( + ## talib's MACD returns MACD, Signal, Hist (3 columns); TTR's + ## MACD returns only macd and signal. Compute hist on the TTR + ## side to match the bundle size; hist is just macd - signal. + talib = function() { + talib::moving_average_convergence_divergence(df) + }, + TTR = function() { + m <- TTR::MACD( + close, + nFast = 12, + nSlow = 26, + nSig = 9, + maType = "EMA" + ) + cbind(m, hist = m[, "macd"] - m[, "signal"]) + } + ) + }, + ATR = function(df, hlc) { + ## TTR::ATR returns tr, atr, trueHigh, trueLow. talib::ATR only + ## returns atr, so we derive the other three from the same H/L/C + ## inputs that TTR uses: + ## trueHigh = pmax(high, lag(close)) + ## trueLow = pmin(low, lag(close)) + ## tr = trueHigh - trueLow + ## This requires one talib C call plus three vectorized R ops. + high <- df$high + low <- df$low + close <- df$close + list( + talib = function() { + atr <- talib::average_true_range(df, n = 14) + prevC <- c(NA, close[-length(close)]) + trueHigh <- pmax(high, prevC) + trueLow <- pmin(low, prevC) + cbind( + tr = trueHigh - trueLow, + atr = atr[, 1], + trueHigh = trueHigh, + trueLow = trueLow + ) + }, + TTR = function() TTR::ATR(hlc, n = 14) + ) + }, + SMA = function(df, hlc) { + ## Single column in both branches. + close <- df$close + list( + talib = function() talib::simple_moving_average(df, n = 20), + TTR = function() TTR::SMA(close, n = 20) + ) + }, + EMA = function(df, hlc) { + ## Single column in both branches. + close <- df$close + list( + talib = function() talib::exponential_moving_average(df, n = 20), + TTR = function() TTR::EMA(close, n = 20) + ) + }, + ADX = function(df, hlc) { + ## TTR::ADX returns the full DI+/DI-/DX/ADX bundle from one + ## internal pass. talib exposes each as a separate wrapper, so we + ## call all four and cbind them. This is the "fair" cost: a real + ## user wanting all four outputs from talib pays exactly this. + list( + talib = function() { + cbind( + DIp = talib::PLUS_DI(df, n = 14)[, 1], + DIn = talib::MINUS_DI(df, n = 14)[, 1], + DX = talib::DX(df, n = 14)[, 1], + ADX = talib::average_directional_movement_index( + df, + n = 14 + )[, 1] + ) + }, + TTR = function() TTR::ADX(hlc, n = 14) + ) + }, + STOCH = function(df, hlc) { + ## TTR::stoch returns fastK, fastD, slowD. talib::stochastic only + ## exposes the smoothed pair SlowK (= fastD) and SlowD; the raw + ## fastK is computed internally but not returned. We use + ## talib::STOCHF (which returns FastK and FastD) and add a third + ## SMA pass to recover slowD. Two C calls vs TTR's single + ## internal pipeline; matches the work TTR does. + list( + talib = function() { + sf <- talib::STOCHF(df, fastk = 14, fastd = talib::SMA(n = 3)) + cbind( + fastK = sf$FastK, + fastD = sf$FastD, + slowD = talib::SMA(sf$FastD, n = 3) + ) + }, + TTR = function() { + TTR::stoch(hlc, nFastK = 14, nFastD = 3, nSlowD = 3) + } + ) + } +) + + +## Driver + +## Same shape as run_overhead: walk every (indicator, n) cell, warm up, +## time, collect tidy rows. The only structural difference is the HLC +## matrix prep, which TTR's multi-input indicators need. +run_ttr <- function( + indicators = names(ttr_factories), + sizes = BENCHMARK_SIZES, + iterations = BENCHMARK_ITERATIONS, + warmup_n = BENCHMARK_WARMUP +) { + results <- list() + for (indicator in indicators) { + factory <- ttr_factories[[indicator]] + message(sprintf("\n[ttr] %s", indicator)) + for (n in sizes) { + banner(indicator, n) + df <- make_ohlc(n) + hlc <- as.matrix(df[, c("high", "low", "close")]) + exprs <- factory(df, hlc) + + ## Prime caches and the allocator before bench starts the clock. + warmup(exprs, reps = warmup_n) + + bm <- bench::mark( + talib = exprs$talib(), + TTR = exprs$TTR(), + iterations = iterations, + check = FALSE, + filter_gc = FALSE, + memory = TRUE, + time_unit = "s" + ) + + results[[length(results) + 1L]] <- tidy_bench( + bm, + indicator = indicator, + n = n + ) + } + } + do.call(rbind, results) +} + + +## Entry point + +## Stand-alone invocation (Rscript / make bench-ttr). When this file is +## sourced from run-all.R the guard skips this block. +if (sys.nframe() == 0L) { + ttr <- run_ttr() + + out_dir <- file.path("benchmark", "results") + dir.create(out_dir, showWarnings = FALSE, recursive = TRUE) + saveRDS(ttr, file.path(out_dir, "ttr.rds")) + + message("\nSaved TTR comparison to benchmark/results/ttr.rds") +} diff --git a/benchmark/benchmark-utils.R b/benchmark/benchmark-utils.R index 7578d4d3a..64c41ab33 100644 --- a/benchmark/benchmark-utils.R +++ b/benchmark/benchmark-utils.R @@ -1,24 +1,114 @@ -## script: benchmark-utils -## objective: -## create proper abstractions around -## {bench} for running the benchmarks +## benchmark/benchmark-utils.R ## -## benchmark function -benchmark <- function(...) { - ## run benchmark - x <- bench::mark( - ..., - iterations = 1e3, - # NOTE: there is no checks here as the - # comparision is three different methods - check = FALSE +## Shared helpers for the talib benchmark suite. The benchmarks compare: +## 1. The raw .Call into talib's C entry points (no R overhead). +## 2. talib's data.frame and matrix S3 methods around that .Call. +## 3. The equivalent TTR implementation, called with its natural API. +## +## Everything here is dependency-free (base R only) so the helpers load +## even when only {bench}, {ggplot2}, {talib}, and {TTR} are installed. + + +## Configuration + +## Observation counts to sweep over. Log-spaced because the plots use a +## log x-axis; four points keep the grid readable while still spanning +## three orders of magnitude. +BENCHMARK_SIZES <- as.integer(c(1e3, 1e4, 1e5, 1e6)) + +## Number of timed iterations bench::mark runs per (expression, n) cell. +BENCHMARK_ITERATIONS <- 1000L + +## Calls made against each expression before timing starts. Three is +## enough to prime CPU caches, branch predictors, and the R allocator +## for the data size we are about to time. +BENCHMARK_WARMUP <- 3L + + +## Synthetic data + +## Build an OHLCV data.frame with n rows. We construct the series so +## that high >= max(open, close) and low <= min(open, close); both talib +## and TTR assume that contract on HLC indicators (ATR, ADX, STOCH). +## The seed is fixed so every (indicator, n) cell sees the same data, +## which keeps the comparison fair across runs. +make_ohlc <- function(n, seed = 1903L) { + set.seed(seed) + open <- runif(n, min = 100, max = 1000) + close <- open + stats::rnorm(n, mean = 0, sd = 5) + wick <- abs(stats::rnorm(n, mean = 10, sd = 5)) + high <- pmax(open, close) + wick + low <- pmin(open, close) - wick + volume <- runif(n, min = 1e6, max = 1e7) + + data.frame( + open = open, + high = high, + low = low, + close = close, + volume = volume ) +} + + +## Warmup + +## Call each nullary function reps times. We do not need the results; +## the goal is to pull the data into cache and let R amortise any +## first-call costs (function lookup, allocator slabs) before bench::mark +## starts measuring. +warmup <- function(fns, reps = BENCHMARK_WARMUP) { + for (i in seq_len(reps)) { + for (fn in fns) { + invisible(fn()) + } + } + invisible(NULL) +} - x + +## Tidying + +## Pull the numeric columns out of a bench::mark result and tag every +## row with the indicator name and the size n. {bench} stores per-iter +## timings as list columns; we collapse them to plain doubles (in +## seconds) so the result round-trips through saveRDS cleanly and so the +## ggplot2 layer below has nothing fancy to handle. +tidy_bench <- function(x, indicator, n) { + data.frame( + indicator = indicator, + n = n, + spec = as.character(x[["expression"]]), + min = as.numeric(x[["min"]]), + median = as.numeric(x[["median"]]), + mean = vapply( + x[["time"]], + function(t) mean(as.numeric(t)), + numeric(1) + ), + max = vapply( + x[["time"]], + function(t) max(as.numeric(t)), + numeric(1) + ), + itr_per_sec = as.numeric(x[["itr/sec"]]), + mem_alloc = as.numeric(x[["mem_alloc"]]), + n_itr = as.integer(x[["n_itr"]]), + n_gc = as.integer(x[["n_gc"]]), + stringsAsFactors = FALSE + ) } -## pretty printer -pretty <- function(x, indicator, n) { - cat("Benchmarking:", indicator, paste0("N = (", n, ")"), "\n") - x[, c(1, 3, 5)] + +## Progress reporting + +## One line per cell, padded so the indicator name lines up with the +## sibling output from bench::mark. Used purely so a long run is not a +## silent black box. +banner <- function(label, n) { + message(sprintf( + " [%-12s] n = %s", + label, + format(n, big.mark = ",", scientific = FALSE) + )) } diff --git a/benchmark/results/overhead.rds b/benchmark/results/overhead.rds new file mode 100644 index 0000000000000000000000000000000000000000..9fcc65511e9c8112fc36f4cb81b35fd2a2b2c188 GIT binary patch literal 3537 zcmV;?4KDH@iwFP!000001MOOQSdH5n-%Y#P(yWA`+s??GX(=&{evHX87RVB3Ni)c{w&uCnc>VA#F;6eY z?|mum%A08O16_;pygk4BrI#!3yI^JXC$m^c^7#TlsX-02efR^Qns_Ooh6EdMe7+PQPx%zN znIIbjPiUw7;z&r*+_oz^1Q(7_B*fgtJQjS;);~fqITui3$Q-}{7IuItl|6u#@8pvS zqN;b$w!U`0g5d0Uo;ktz8LTYuGtZGAw`HzSKYmN~hiL&ScuxQv6mAZv9eEtkPF50h zJ8HQAubW*q^e?`g4!Tp3SPAoKA{kBw8kIcZ;E#d;PiXuBq1m=Y!ngBJ$r}hmtbF{Xub{jy9S=4yaFAXuZ&5Q zcL}YB@hUd(jWu(CcHnv!;0+lu1~B&2U6KgyJ>PpYFOq5$ulxciea7qpkl&(@E|Le^6THGxGfcMfFrGgMq>hv zXX-RSrygSxIGQ;9TrT(+8LYm2fKq~^>ouEBDd@zaQ+9z7){+1j-smU_59*1Zi zRD$T|>M>m=Ptc{omV{VPtO zy0q^r1M1qprui8j2)xdpZb81?3q2r?^qyg`{xjDMaRZc|Npx^;R#(uxtk@4IV?pa6 zwKJ0DXPPR_&orvv%IZ4Qm1mI;ao85u045l{BnuHGRo}{j{II2?34e`5Ak34Tyolm+ z@-d6s=8vH*JCnw*AT^rC(a=r;MI)drEM$6jETHeEVUq|3wpYy{nE1D8Bu;K^2<4G< zpzB4_Rv!4f$^eo47g}e;OQM1|Pt2i@HHSU%d_dhMMQYdYxA)qYU}aqVr{v zDS!V#G#&*O&C{TPTWB3R^Z{-2njk+8N1}n(RreU+{Ptn71Q%^pHimlWuWKj#El2Os zJd9sSu`PtwxeyK>qxF&_#KOyp{`#3`p{0z@h1li%HRgS1^&8^Agp&E zw0_yEvEyVC(nL*Tm8XNY`ZicZb{=g(hWo)hkACLO!PH>)l(%qcoRxPn)fK z(8@54os}8m(8f9mRX?pl?yd0AtNjh$q5iw^j+2S!k?a{i&yIo~#4$YgoW!kJG&X?r z>qx&|S8BTpaWigSCvi^fw!(SM9ON*blb1HA93^TDEhRkj4a!c4tF1%XJIAE7oJ``@ z+!Uy-6C6kVrYJBnLJ()YBJsoRC@YU#F>wP@$Zaaq=$f7r~iLjI+#5`nx76xJPK#^^>_M~&Vv`QtW43xZs)yg{4?rzwBQ^)DZ9 z>2W_y%{^k_E02`6q?R{+ev8x=STM2@(8$m;dm~rapmA~6FB){6Mkui=aqsIK6f7mS zgXA+x^m%(&SQuLCHd6VW?Jn*E`Q&*-mu$lBKYZnbkld>RCVYRS@Huhi#fz7a_VXsD zthz||6Kf06ZTIxk{fu!g$R($GEYUkj>9rrJ-$I4uL(d(tK*yY;Y^NXj0JAyAKe5g%X@kc^$Vs2u|^9g#8n3Z>mEu{PPRg zpFyS<$i_!|YmclUxTk506|{Hw6cH@EIg#9O(cx9=g8&4z#uq3@B~~-NBJN%VXRF<%Qje9sl&H>k)5`~+%#g?VwiFTr^h9F_(A2WCB~gm^Y?RfBd) z9q<(zrx`(h&c^FNe)1b=9zMuG9YPu%X+8v9z!PXhpHl)>mP3BxG@pZx0>35~s86yY z=-GcnYX`*PKU4$akT0G?;s}hd175yE8t_d|JV|vAv4;L2w{?)G+1~1q$DmmYD1T-i zxdEZj(CH9YK|Vcy3qHqogZ}de3z>o34xeP`4=j5_b*jdK&KYNofRA65L-YSh6XH)i zY65x-xBEf8BFg*2yuw}GmjJ6Z$parcl)QF6$@Jq^a_|^zey<%&V2t4e-gCl|f=ts_@#(7sjU?9^ou0`~2FfEWF(5 z_H6lkE!bC7OOPK^iai?95*a%U>~Jr3T)?ftJoag9cUVaoH>^Bd9X81VpPnN-Xz~|5 z+#Jz$|9E~YKC@Kk+_n^jG?s^Lb~#<}kJ^3x;}!L7%*_L`;o{)R++ z;_Tg&HP?#qF(nmQiC3*SyHqX0|I~QAs&n*9yleqpu5Zhg9Q6YGN+e z*2Gf@pQfO=#|U3Js?(z~?;*ZweNn>2*BZZkeAy|dV;R0Ax3tmr<#c?`{PGyjZMC?x z`Q7vMuoztMrO>Km(-54eHFE5@o)DbUc;J}&i>Elz-qNPsR0+FnZCoq&dpnPP)qHb- z(mQ;$pI%+KTsOXIK@)z=u6OiPdxC2R4gQ7un=!6_rvBdZu`(`heq|@8;fM3D zRb0$8oPu+0Yn9nc67jqzMkiV)U&XWY-&~oS`WZWaa9)izW85?4f|(fK88_7HFW^Y} z;09@9ho1Qs_+rBO_mwprxPr5_zTsIAK0eP^mdxWesa?2Vin z+z{$E!);6huGC4{l)usqS42qORVZx48@0+(?C*QyHD%&%T0?K(^cuD7&Ebo%zsZ@> zOLx1l*QwBE_Iht@*IC-U=Gf}Keb5YFk6HN1a*D6v@r%Xl?+UwxH_)B7^)fM_wL5$t z;d#0j1NzQ{=W|}-!(hPlhhc!LmSzCosaVQeFT^L=6gyW?UNIpKoJ9Q@%nSrH7ow*- ze4pb@UkcBMyl5e&Ka2pL|8@O8`TsqCy)Wf!p>@SC76^GWD4&wBuDa@2$ZHJfAgrs; zuTnzZbihTluDs0OKeFh*zxe&;r~UV>w+<{3#-xNME=2N5fP4?$%-9*mm^CBvlEo5z zCafWuBPzTW6&m^90p!gfc}+2uu}J)!h`>$S2`{xX=JZvQXJ7_=Fiu!UvvK)Sa2jizBe$Dzj&+6Vtx5L LWY5u zqyz*98EKKw3?+z&F|^PlCGdT4=5x;X`~&a%{&4nnX|5~Aoo7GgzSq6hy7TOYkuLWE z{sSBw9NduJRTB;lPA(3Pz2RK@z&q8YPDsK1E;AOwJo|PX52jB0z zfA(~UFKcmdoZ^74UN*a*HaixaHmZ}pv&f=v&V4|LUgAaka^UYI?*pAtLxtZ%PSNxR zkKD94Q-l(GVW^ka?4detq^%vE^!eCtW`9XbXf0YaE*$4M`iLXyPeB8YI_*-%#vn6} z5v!3tkDt$&$KP8D(G(8u@(-P{8LDj>kMJ@yhkg$2|Lk7~>U};AiK7SP!pq-CeQ!Xg zG-WGg_|1QyZ5r!^WDvCe^4YSdk1~g$gJ<0GNU2GP4?|)k!V}_t`$n z;g^2~{V90reFMjLO}ed_RFVz$>xRWK!Bvf+2=V%W76s>8)E+qC2G@DUwi~?L0qybi)%@@tajQ{bO5W2x3l1`;*NR9yk>*ZTbMp?P`Ybt93yb@ZaJKmtArPt>3-Fi z;cCJSi8s8hUkYC_^U!LPN}K?prKL6_BZKvn7iBQ)K#>&C3UlJT@QcL|jeGAM&o)S#EW*KmX3_2QLlC(mU=`8J; z^3@9HNh&0}<&x;#sme~nRp=c_h9R6G&e((8bWL_Difa4f0bBEb_V1aqkxHTo>h!v4 zbLpZNtOBA5BFS35p2v95zo#B6R{q%qz8XJ01=D643Q$QnT}7-+(QkmvRGRAY2W;rY`kc=atc)j zV&$VZzB;CStq94ZYshd>UW4R?t=Hu7~yM(V=bfKp|dFW@8im3Ha_sTA5vyOYd^BtW6-c z!HGxoFF2&|aSEfEM};1{NZSz)zY#j`g9=PzX)@C=5q|T7`{;42#f2kod%vi7Vg~QP z2xAs)=VMo3fvSRPxc6hikuLWPR@f82dDWh}8R_3sJeUtOvE_KS3B}&LWiyiZTMBg) z0T~?>9kq5Y81YEl?Eizwu0!SVMm#4Aon^d{i0Y9#dSK|<%@tSr=({uG)>?5yv2+Le zLKb{DCfmgbMkxQ~^8ogn&*->}Y>)^q5BM;|+q!&Q&i2jb(p0BNfuYO%XdQ`P@MWRW zz4E#vt0hfFqT$ZuboJVxjTJ`weI`~4ZDQUqKJdmIfoveF1{JfmhxkLrShy7>?)jGB zso`q3@p4o*zXK-h>@?+rv;Nu5e`5^Cb%ox)Z=P$>uv+Eh)HTZ>5xo+6ou_>3GS%tt z{cj9+#V*kt^0W2|59DE(SY}$PX7UvO`>(?fWjcl3&Sv?hhe;L$dY5Mu2q=4QxfKP= z*uL=<)~ZINaJ_Z%c7Yfyfwa9l=jGickA~25WmCeN<^~;HogLVEgm!k{lANc5QW4 zBlnMmk5_oumnbh+v5;UwVOC24O6u-`91#}-P_rY553RU1}}f(>~^ms7|aN6!+6=U zjUX$JaFy7d{OQTPaB2T%nF0eb4YMQc7c!mpg9Vk!XTlfUxeq56C#+QPwmQK|16Nb0 zN!XoR$wj|2*+s7JDrFjikD|Hj+OKd8rBa`Yh8w$hQ`@8D2U34ihM@#;RS$Iz)l&>4 zteM>+CTdPByJNThU|VrG@cq~o{#gUQfkaCeAM zxW&%>q0`HQB4-F0Pzue9lnm+#YT8_mMx@5B**V3_4ptR++6G%_o&(BY7aMEJF#KS- zbHp-bm0Vxivcmnc`;Z%gT}Bvjoy1c)zjfh}_joH30vLZGa}(Hq{2S85PbZ&9|B-hn zsJ!vwcwJB3+51fLYt7@@f9Ip?yE!f^(nsgOh}%GZiR-Bg7-$E#@%#4tBr>e5#c7W; zx=EihWL?_!z1XTDa85wF^RybhXN@-gs)d?x%vqIwT#X)KXQB|5O_NI`AD6XW2?sI6 z70P_Ax|Wk`fTImrWTQCE<(E%@98z)XVyT)@u-E&ct2Y(C(0r@Y{1O^j&I7-W3$-tv z@2Tscc_x$Td@rfNXZVIRt&fyTMP(BUS@=#cad>KN;k18^pPUvYpr~UqLD8|+gIYPo z7@6=?{!zGU4RJWyimqRnD zAUiq89B(d82|cRojS*~bx0Kxp4ula7FIGg%eL~j8g2wap3uQV-dh4IB;VBbg`~RKF zBYz;d&Yq)#(@!ovtiJU38Jm+bF8UR>8uQk4nh+)Sq>xkL3yag|km`AT>v4Z!cABO& z`qKP(QmG@;S2ePgZg(cjUP(?kB-)s5Iu$kfg9*WjFyaG91bg|@@D^Z&?EwT4(m8%5 z`H&*lS{#dTd2QNaX;5uKroR|J21K$CG6J% z0Vk)Bxp)72i%Fq)jV?`T)E!=;Vf85e`fu>;`nBB9$fc1H3^sco>%zrb6i@R=o|4#9 zC#$(8m$9`^lw1R53HNBZ<2(8M>nGLfD$S&XPNV<+BcXOIaHQUfi1O&wV)>~z-H@>T zO44f1&!^AdtZ}~BRWU-8QTL%%I(hKizRxUsmMx0iTOQ5YWw63u(+Os4#BGpS>~ zow6R?l$gmMmer16MZ9R6!=Fo7KFZSl>L)>kC$IBgGbNu#773|@ z+<&>`Nn}o5<`hyeq?~~hov6od9+fRp+p?yQ-lLD^ErmVxD$-Pr$`-{u2&`)wGAF z{P^90%kgiR0FH?zNUdP^H5&Pn&k;q$p`{U>=;Im{153I$s|*Z3?v449LOl}`o76W< z8rZUNLNyHh%59nFv0->r$Huu()~fO=6OK5f>1?$o2&I74Z+`6>k-m?U=2-w0rLGFq zln9(B)}Rst%jJZE^ZYCS8@99^YJJA!fI=H)D?7y@2MYmY+cX4!{S`Vp`0EZLb`mM_ zV4jAb9o+W4tpmaBgmnbd`ejKP^HZwT8$(Jwi97l9o_w?^7h&K@Lw%^W#*ZM+n>~ zk==Qpg16@8jMC;Jy~{OsKE>)$Fs#M*s`6VUYnYhQG$Nig7<4ZccT^S!295>8rLP}w ziKdA%HVaRF2H-wFWwW$%)ni7OM^qujNtqHXRA7*wA(=k=ADDdZ=J_YyU+P4|7lI)k z%ctEJh>GhE!Y=1u*e}{h5SNIa`~h}`VUb12aPiV99j+{D?!Jc8;R_1TNHO+%T54X( z$tS3_+7NVCisDQsYVAB^Tza6%hLUTQ%yu~2!60dsh`R)8W@;52L0f{j2O^qR)a3mL z0=Zw1)``Kol9u@k`s_Em@yPu7)ly=kbBVgECQ~bDe$m|@cagd&GAjFw z>$_xm2hDr$8Q;27-B|0XcC?-4=hK&%Y~1ucAKh-cXMe5v-1g#IA;rv*!rjLdn*XoI z6a|m@SdtmZ5{E1#j?(zGf0#|Z#2-V*dWqIe?0b=Evb@gfsavg%@0$I3d}$^kqp7Kh zjgzsuaPQ-*O2K>85>Yi)j|Wth$1pq7DW9D|ol<0U+?PSgWqn&-{|!}>{RawVDR-;< zcIGi@3wOK0sz%*WrM(#?-aRD={vj};K|jP}AdBuc^61@!d!IcL)%Al98mThma$NJ? z-{!NW&W!X-t!)>^q!kvP49PjB{UdbFKDaN>aMKb3lSc|{?#XkCi2NjPU2)kVum&$RU0n{#~axvJ=^WfO_i2w7D{i zV}i&UtWjI~3R*E!tB=vr5@jnFltpMLd>qICySZv?<-pU{Sp-BYcj?X6m=RQhuB^Ep z6#b#L$PW@^gjx$u9!$^Q7m7i6SAaOVamjx3N)T%>kzR>_GR)<->*yH`x-h~I+@>>C z)+_kM53*tlu3wTlgV3l|>*~_9mG9stSuhkzK6UR_=7j?Mng zXWo*3{J>KjsF<)t11lgi{neHH%~w?nsx+ch!=8#n8gDBE#}>zm=-edX{of@8nZk(7 z#Ff~>&sQ)Q%#J(+lV4KLh=$|Bd1Kv9*YRrKkHm-ONEPc+$RJ^?-aHy=Oi7mMTvH}G z>#J1>(hWxl3eROax51eZ8A@b50!7VJ{FpT3H_`CnMZ8?o`R{ks!(nDt*1_F{L!oVu?m5JQLqM*BrqppYkp$ws^ByjJlCrD<3g zrb#p0q0PiTTe*T~30y81=8WWr1- zzg1750^PYLu-aUqsKAtM)wlhXVg|{!(u~HG&k$-Y5Q-KXID8o8BiP)fYFUWO@GCV# zHh8-ZFf)C7JY3C^D_%2iF|OLFt^bci_2(XK_hUNo3I2DHK9;4n>p%1`kDl@#0BMG< zU*EX5&CLLSM+0lM>xrCKxY}hMnzrIAr26!}sD$An4tvgiAvG6ATWRuYtF)-rW(^#{ z?Uty3Q;}jUUi0ai)jcUDHGNHbns1P@Ldx!ON6siHZm%F6$} z!y9^XMFgEKV^_w!b<*SKApQS4n?~$uP45!M%=Rv%sMD1$ZY{iPH%M_q4e1Y?Z3o$K zOyscKC+PnA)~I?TbyK;cZj?Btmlv^{G|z-1zwT4qL&{ zi*j4!)QwKu=skU6d;*uI!C z^{7<@3aLtK&+H6kKXn@_)#y?Un$dd(;6ycleGmbm!QZ~MOM=z=b#T{`m$S2Vy#l|C~6DWW*uzW%z)64npr zBC+X+56V}#=wL)5F}jZee+8jwPBc8I5M``}#JHzL{R?zBI6nR^b6#zc{l@6ihr*LT zT5pJk4;6+9uw9Eg|K%RRN1$C+%SRAvWHPeZ>G-D?$PuZFa{qOUw=U-{f$c+A0=Om| zPr6K@YjX`5gp78z-p6^U^C2{37y!{3zoZ&a6hd`W1^WnGE z0EYzZB2-He>7xgvuW%73Rl)!{v-7^-&+m_)-S;?qCp{1WCbpipweO3H=Add&-+i2O zHq~mA7299NADTH|JmjgOP6?PxOt0wq`M9@VkM6RW@w?zkP72$2#<1^QimKP*m$pqn zJ=J#5L-q#P4W22;2Up<2ur?Pxv2*1C4Z+NO<_-w z@(pGC$Amh#^jY?I^+~%ERpJn=4${*MzaVX*bdGB^KJcyDo&oV;jp!2bzpCB7oNVmN ziTQcgw|cvAm2E{4wMtGGWsFXMYWp;ktqs{z?BK&Eo-8TK8umqt*@srp$U`Oa%0_ORmSAsW8-+RyvGI@zf5@`nXv0s^p~=chf6 zO!gwYra+9-yW?=$|LRelGC}4Af6CP&o*U7cv2!Qce)p>lp)GBMq{SNBIZulsORy}o`)4Ar%;Y1eER+J&TON48Km|>Q_mZo4>=H?$}$Y!x< z&AJq6gb;!ujI=qT)0>~>=O!>vkudZoY2%P({`3V|fM13H%M}dM5DZCp`xL{}N6=w9 zO&Y2M)O-|gtGZaa1UiS{h5&23^8T8WN3F3L;GRcddlytbzz52s`Cvp$y^u%vbQ*}5 z!BC0@Ch(%)w=T;R>WG+zDa9WO(%-1Vhe}3eGgav|3Z{n(*fa8wk09Vc^OE&*S$Jxy zn1*8bf-|z=!Q}fG5xZSZWVOew_Hao}Xq}c|S{~zw!hMo)eATINZ+9-o68u<^QrVOK zVWLkXliEuwOP>#Vht72ngO+rlvLt_0N*+#09|^%_F6AUzY93=6)zRC-Vt5ag4k*dw zDuz;mMLC9(CYC6l9g0E9@V6f)OQ_Jh% z2C>(IQC7(bfLs)*l+X6_ECbxtLqeQ^niWMH;(19u4=1mztptw_R1;kF0= z{8nLQQ#)oy89Im%l43C7HEvOv720?jpvhuxl*ZalT1+Et(+fNN&AhyrnPQ=rC`Tc% z)CQDx5^FqFJ;>7wfX0KOwz7;ie!){zgC|d(VLJewHYn}f5SpEgFQMGdOdFCgsw-={ zYGQm;XZ*!J&PE=st%b}~syS?L9vgz&$N6lx@Tn(QbthitA6vx{WI7Ko(8lke48-On z8Cgrji7iRfywRKXQC@!r&U`c)!EL@1?y0kd5hD9VZBJ^em{8cLK+}ey%dTvy3XL`E zGCyR*YKX6*lvT=XzSx(U#l2bR=b6$mz8B;{C&HHQa_I2);p)DKsj5IgnsOSaD$Svw z&W^doSA?AI*+%efTP0;>Ua4Z84OFe%dK+eBeq8$hff8jc(e1}{YazDE9$=oV;Bk5Tsn+ekyV!Q z2Lv|eVS_$@fYEqjC*Lgn;$JHfRa#_6>BsDNav%0|f8np)9qgq*R1^)rYg2MN*kS~O z5F!T74cn&V8AE+5lBpnI8B&H2hM5Xz%HwNvz^O|!aA2%uAe!m-t-M;D88YS;eUL3U zB}KRGW9h5UCFC(;P|5l!7ts`gDDrwEi}}JojUcjHCj=_2>zRP6nA#-=SG9E+fs)uH zB`*>vOp39S`5?!MbPooo>~e+q=nw+lP6{C3c?H9`;*Fqpdg!mq>$sQHHdqNyJ=mu( z2VzaRuT|X8=V(eU$g@=w6vkhQ^H)P%JN(lL^2H9#VXi58oCNd+V9(?FJ`2A(Ym}+U zHiqp1`dUP%7=i!)Q6)BCZ{wco4tX$->Y4ePo)sxvf6YXkak8h5G~I?*K$|$_Ee`b5 z>58G>KR;Q|UtTCAZL~PBbhBL}ieb8z#dWdz%TqM2*L z&`G)rLO3IS`2-G-VR0RhTm@rzvJLTk*-UGJX@q3>!Zi37k?G7;o}Rk#r@R@KnqeOrgO~FTCD@)V^T{6tJJyQN{{F;!{fB<@ zAxPL^)%=2jp-VtYaj?ahC~wdun(4weyV6Ix z-_Gk_{l7P4gGqh=Re0Va{ipKuHZT?xU{|>&5~dt#t-f@r)?$O}3d`hni@^!X2N1qo z7j$~bX?{V2(RWcIIIte}Ci_#*-+h0R|AAGVB(Br0@7426bhcE9wdHp3-{*WR%$x5Q zNyxL;_d@(9PJF7xcMW@ppcmRa1>4JBfT}kMP%D7>eY}s^S8G9*I;o>cRCx2(@Fb}C zi|}eOIad6(d5aa-Li0eu=8kHP?NCw+uW-3_YK<#)Se;F;-{!OA zKJ0GZv_>~DNp>nL(;RdaQtMqqt@Yli_<_6D-qEZSDwOiEi&$ZvUXPL;FB6&#>UJ$~ zaI&&k4@(F`s?(+o!4(546NrlJ$AG1xSa>V(6k zP!A%y6^I&$4;Zb{;!1t$^kB~Hwr^S<>Q2>&=CPhS8$hnyLE21{nsq1%h)`w2KKa1Y znKGTRayuI(*M=N1H_Zo`hb#wWI-BmGc2bZmf>z>6d zN=-5erQ4r^!PrtR8`IuF+#g;|I3?vb(!^eyNrE&+SjN zp0hN-$&r*HI8!fV-Z4^W?GU6@CfHdyJ2mAXZ&&R)@GX96esDJ&mS6ln^8HiwltZQ! zrdWXOr!elD7YGUytPpD*88>Znht4P5%=w8&5DP@DC9yzL?7jU7SoEt+FZtx zJ0Y9ii`f!|U7u1^uUiW>yibQar?zj(UyPkR1)-EiN#%xk^X;?_Gc7flIj-8ZO~$%? z5k7*-?s2@WJ4slLDz!$NpA$N^QR#S)t$0>9Re)y&N*UI1mX;Y3UmZKiBjj7;vd@QkO_qN?G&sj5v>p01gDs6kJ7YTMg5>hFvpVIfeW`DzN>|i4K0gPyK3?XPKPTS96#!@WE~L_poq=hG@7&eqU@obHGp`N^_EgZN{gcK_?+(?Hlil zK)U)HTJ+JFYI-q{tb8E9bU&!TOl_=-CZes^$bw)5oq!Ixe8ehfX`{BdP3?L8obEJF ziGAc@4FQ{h0=L0I_Hb6%kRr%lo7+Hcu6aonpp!FqdXl6qHRscIg~LWdB*Jd|y4u)= zX418Ri0-Wx>flmf-ELecwHZGqTOFs6$65$vv4Lq0T<<}t8gzOWZP#hXfHQe*clZ7G=ZIq&MTGlC+gJ1c{5ST+DrOv&TXSV{R_C41~D&0^Cm z72q{G!Z2yY5CW2Br>dp;%E`-LNa!8D48d-%yAy5?e72>xB>{P&}@RTKL3lAmIse@N1gx+qX}OnC*!^n*Tw~KX=Zpqn8qJBJL-siOm~VEJ_bEw=Z1AilL|b z3(i72wx^ZCy~Bu|j)60qRn|owx1^HRJQFRB>LjsGdliKP6!UYstU(HC*kTI&v)5YA zU3#-zcLUCrNSR3+F$8RDSo6IPaIh??&CL&l-jPWQS*crxl3$OCx8WfQvXJLe=ksZ?-hsDz+pT{7r==y@TNyS>Xo z&!oVt@Q@w=2B09w!Y>a25foUyw5P1`)RAjy`A>#+7%@FD+25&PRZn>G$U$cYv)nu! zN|L|{b)Jk3BiHmXtv^~c1MD?9b(bl-lV-EMPCdRf-@!s_$W~1t`NO3IuazS3F3-4MlIXKk$_HhMWmR6Ve+vf(2d6>jk@ZnOvWBwW@M(0dc9!>@g!~d&dayR>iBbCkoBO4h>3rI6>Yur*2e4VvN&1=oJ%&YUL9PX68_x+OF}5r~ zgvb;%f8tzGwXYC>v7;07)W8ip;7>7x?-_uq+Wkyt@}_xGHX@j*WwQOiUixIv%%*=L zYo3O5?rAKp*Z65AOO!Nil0ox9*lyqwd@VSG+HqgTl#W=til9g59e*xR`H>HR#XPr` zEm7Z($kiW*r(Fv6;+1sBhWVV=b;ulueB`v{gT z(6n@c2Qm-{Q#0CJJI<&`gXwtx6ao$kF(o>EnDWh(8=5MhZEhwY>I_YKFgs=t&wHN- zz^yg{*VicDDhV9U2j2mx#mBs@tKf8enO>nNkmNv~*9&0*rbSbnu@bl}nHdDKNu-{d zCB+!*5t;A>K4hvWI+M5c3S854aY&@Og5;C3BCRKBg1n?y17IjeC#qhB)Vm+8snw#XNWD=gvqWUBlr?!Tx^a`Dw}Ot zjSiR@v>U#jA@pY33TQ3Mw4G7R&Kd&RmO>L*Vaa%i0#3FDfQ`d@=9B+9d9y!H9w*6p zgb^hFqW><+a3}t{RRddpmxLUkZR&3igL-Sox~o}wJfFXfB%po21aJ2ZsN|!}I*nrXm58kud zC0ofz;<%z~w0V(*2d&bna{{$?lUoiKa#fYwtkjo`P6-1kcCUiU%r~#8N=-rSA6LQD z8}zM&77j~Sj9jzH^mMB=eonY3P)JcO^Y1Asd00jf$UlKnp`oGV=Rhe&)f585ZF9TY4gvxsCa^$W?^|iV zn~u!~l+Ji6wE~U>RMPuJIr3V>+COf{5hRND7qIqGcnwRCj_U6d-lW$6f&Hwjx3{;c zV7r#U%+^1jVGSHweK^24|F`*H#Gf6(ONB_Om|GxYmoPl$TyG<3~ zdi&Qu?F$KbQYF}TK*7q0SCA_E*N5c3 zITcW9=k5ykvAC7nK<)?5$dJa)r|EmiQsBl_r}=^Y2dblp`a`9A$jh+E0Zl3uY!8N@@L#$ce*4isvcs$9D0t1RZ-*YPR8Crpz z=zI*^%{qQpRs`4g;wQ&LC(BKeHOB8n;%CWL_q6K#s2`MLg6aaz&?z((pe7akB&rtW z4Dx?d_V9A*ZSHJ6e<0*ie3%&P6Z!gqNxK@OWg7MpMMNz0wE#o+rhh#GoY)J%=H~hJ zd~bK-y>F!n+0agg4z>AKdAI0+W_+X15>MD>>G5d3 z6gl`L;l3==BcpLWPS-y0D?_=7{eGss?oYd+XJKl+8Rok)B)pFcjP2q6)9xW#2^UCp z+m}f}zP2HiM~&j$uRBNT+*AP8v|cz0-nOIcMXeP8XOVmGT<2_CG#~Rw`yvCi2K3n9 zVd3}{b7ttyPYY+Pjl@xVL0~>1@EJsP&l&^quid9{ShcoE%@anDU-;J$5)c~Vj3OUF zd7#!Pnyk;v8Q$6tfX^n-R(cj_%?=a;gh%{Jw@l~K&n6Y6lHSCeoY8rv373eF;APsk z@6kuMj9VX*Vk?jFTvUq41-hAcAz@uKJf~|`9Fhi6H<{HmzrTA02kci^uzr^*2p|Li z50ZT5_Jo2VT`|?@3)C!?`~&AarwZ9C^DZx+xG4A1y5U%u;iNmE)oz)beQaFI7~$QK89=J z4&(*!H2EN(+$bqw>U-ixWhX7khF2F=KDl83W-B@w_!M^_fLpQnu;>HHaPKla$&jLp z=w{KdRlTZUbwK|MR?m0Jv=mqjLFy2Toiwn9^5a!vm6IpO#Tko0!?g7@G#?LcVr^R> z1QH(6y2`b=fG#DSAQCU`&>Io zU^({6t9w_TwiB0p>7E*NR2+%VOD?VoDemZJ)XbY{2^DA!Xck!j>gN{M1UJa0@Vyz< zJD@GxMQ)}Ln#Y62Lz6CoV^W^rxK9+UM0vXU?TH~RdG!18_zQ}Q+FB9^dfPZ8RyVooKQ2skF|H%a+FuJe|41 zH^64n@@Q)olsstU0Kq9<2QeS$#&?TErJgV z=#2H8IC0`WC77Phx?w(6nzWJw+7G&uS3aDVibO~r4P=@ovNySU*KU?ea!2lyzV5uQ zcBc0XJq0u3f;(dfe?`MIN0i7MlZg!y1HK|OlN}_GK6D*))QnZ#Zh73yT3ZVP9?eO> z;jRW!&}N`@BNM@vgkYBbaJ3p6R7I~rD_qkb+V?M4+}i4OSymz{4~!Z+fOXge4lCql z@KGJ|Yl5P4PnxuI*GnH9fn~69T`Z0hz>z z=%d*;-Yk|VZ&xw259b{5kPRr!^emY?$1bn{$paWC$a)+7**eipM9> z&qcr0=>hfb?O3opC!%%{49D$Fmb)VBm(XAHUX|ApNRe^5oVuBo<{_vNnRR>~BLHkm zZqcrUl|4zEtFDvKu1FI`>+8z_VrJoiCS6MJGMzl`G}VzbuqkyIui=97f&o?EbRHxP z$)p8c;oz&gwn~^l1Wiflemu3NwY;tQMZnAk0WOElD7GRZ80fp^u_ZEsS-0g+nDZaI zoInt#R8q>3vnh@!ufw7eQQ5fz6Mz87Bm-kq{gVvY6`W&$RJvm^TH$5iH5zUp?MT;b zpJ+JWJ*&VlEEem;t6yYUCJg$l^dV+ok51B_LNJ-)>gOc<^R)C29M4cUN&8zD6CkA( z@Tw%YbfqkUU6273#Y|O?;i?2b5a0k;tu7XNF1-A$YLJ^iFsKM_Kfe8t7fjcsTDzfB zTMh6wW_xSh)NS87;={L|bafy{=zx}h3=`TD&zYqsz%SQ^*(m~oYcVK1S7{D4{tU{d zEAsUrnP8?!nv#e0nD(JVhi2spN*?hdH*b1;0#36BFalPnma@0(tjGZ#4;#uuKhM-q z0isO9`Pj*L_(V-})hkm*{{}X_W27q#G-~RKfv+7iJG*^FG+f_0X^-~C-6LwfgVi_H z`kPZ2#x{2MC!PubP1asmr?;#FgW1*uEpz2D55O5c_vqZEUG~o%*rMoHEA1j;?oO=2 zq~d2^o4hXLcm&>6)g>({PW0}Z;L$fRHYVSL;tWhc#UIQyAqee=7wEzr^1YGXJ#3$r z$G>5~5oj_n`J;UicuSk`PSgfqRe9fsBa-BltKQ_O;$!yM#QG@sed0j5JT6Qjy ze{mAAL~-N3CL*3L$VX-G2y4bZmKiO1we@GPXUEux$;p`!nBo=0vn_S!=x8we6^%{U^`QjiyW6 z2T$qw9Jc;ZEs{(~b@v{$P9K|+`MZj`Iomw1wv$vFkoEE%-d_G=*V+M5m)o~*Cm=vl z0`-@)SZHnI*ROLvf?hq9v(H4sMfx+E@3cj=BTCXVFl$dEMZ$hWgT~FPH~ky@=5K&5 zqN$66pu4fn=YgNH{h!WO7D1O@S=4q`D2mi>TSG&K`ObFr(yN%IWJ^^0-~6*zT`oLz zX9{suc{?7PEUqBKYY3UAC-9lG6DLH|#)x%0Q( zKI*{JhyKm0bDa*s^gRcg*5p2D%9;|go`hQkALtqNIU#74>_o=->v-Jfnm|BtrM7jx zPY_6=6FiuQ4uK0%uqr*{+^BmhXbZRxjjOUo{o>{sjP*#?wk*8S8H^q3%CMA5Lh0An z_&CP!ET`ns!)Jma|XX!7_-udJ2 zdKrU;j~|n@9Uqyv4$I2kIN(@2_L1A^$R9IN(btSl{aQI9Gb{d^_Nk|TT){>Dq4$vc zw*v#X-GE^5*K20n(3L$5L)OldehzetZEa z-w3NA@oNJ9`i|`hY1{LtzE-)Gt;vnQSL?il!}aW=b&PT!V$cY!}N^ ze=-2)ljH4$g}3JN>ljtm_1{8G510}kSDs=Q9h{)@G)}fL%XDo~Yt9f{WsC(@FyK>u z*R>s);i5o>Lari{@u1EPK$7tYDD0b?==CN#Z|je$Ac1AWgNflu((JfobI!u#e zWW~qF2U+y}3W>lg!z!`kZm3$l>BFL11q6q}dfkac1w#?Qd>u!Elmv7dLzs3NeL5;z zAfGb#sbUhS`zw`j#ecj24rdte6%3h-nHh|8vQx8fPYJi^b;VdRsmd`%2B(rol#UQd zT4{GoZR~MXw<}otl=K9HyAUA>sAhFw*El5l7l}kl6&ssPa{~cJw8gSl zr>5ysTA-zqZM$n+S^*{%A5l7B{&qlX$Py?FVNL9FFU)0TR&w$reR1BBrh#A>9@v=i z^HO2;KRb6maNJ>(RgPfa(6a5g;aZTK*{1`1Gu?1a2(#86GgmzcD}Xj=V6)CVM@+}r z1yVPp%Ni@?npt2%U(4^39N?!DzGu1Ft8R2kJNT0?d>2dvrh*jPj(MK$StM!=2h%`1 ziQ9(oE!w7X1g~8DN-N0Qz&Ap~hgO+M*-0=A`p9UI?5kA67n*om=?FVlR3_Bt?*}8| zt{a2aFwk{*5^g%Kec~Ju3yd09DB*;n*qKy^2%oNd>Pf?IKZmYP3#NS`?c9Yxcb)S~ zYW@|j3PSqcy?e`Gf1nr8*}(;QpSOMe>#w^ zXW;+d43z&>Oxwe8%NihSqrR1ilk)lSntuHi3Xa4Q0ZIkA;wyftz8jq){Bn(A3}pA@ z;J<<_fpnHfICo}D5}mSb26xSh0lQjl&lwu0Sm=3Rnv{t0G=K>gmN)q9{BLFviOY(p zwG?0hFIsOB(f(0IzzUu?@uSU_`8&tQH{T>|#1Uiij6g_4E=hkJFUx$;0nA2Z+)4>` zDK0iP&@Oa!;GH4{$?-4(X`q^dJ1eRC)Vq!|Pr}=jE=^n>;|ZV|kQ!HDL`iyjx>mBk9oNK=Shb!j zZbcB;Fx=II*k{4<_L)11N;!>=ChVMMjDP?=MD98_UfG7xlKDXPjj0$M9DK*`zK7#w zTf(#!pmc4V4HEMh1_Aejkww1^PWA&{ji1SW2M31pZkLF6lFZ>SO9}?Kv4upx1rLmH zaHzn+$#zDOxXXU*)XL8rr^-irFLR}RnvY+xh4}O~h`gde!N3`vI{mH; z;!g(5OW*phXp~6fk1x^D%Md2lG)f-!e@eIxHV8KaZ>2K!(`{;iQaHJ|xM&1rrgpfYa&<*Q z{mo&-U4z9ukOS^&!;LKL1wi0uFrOVaiJO_53q^BHTrmY}X@^>C0DV$W2zK>BuBx0O zGX#*(x)(AlrNbBY8z!rhlU8hzo6}Wyy;8!iQ?gFtUIvBo-kQ%2;pBK#Dh!%WOpnQf z)Z>&Hm+j(;|2Y2IJOcp@g0*!Ayf!O>H>2po?^)Oc#D^pZzUOBNcz)qP zFj|Dv1FxH((h_N3l!J!!fkOez_vYbt6{d8dq@RI|$$Y%f~yJ(^;Hz&v2o1+Lu zfM|F#s1}=z%Dn8t)~C**E4R-;wP;_|crloghTR20)%Z;Z1DHDsc676m`k1p^-B(z7 z=L=u+3H+q*!GhX79OsJGlkEnkO0kMb^0AWzkEGz0rzQm}2`B04+y0`fmv39$-6#66 zZq&5sA~?k0rx|?fw!{oAZiy908}{Xs1Axuu7Ujx7K28uVnferv7C)G<@M}#CbqGcl z#&PCT{QdpY6g7-t1l1km3rbRysS{{aMdHvoV7tmlA~(+(_Mlt_kEB0>5lps0A&-|b zQACh&@nAuFb#*m6na~J`2+a#Qem5vzFTH%4h|zuhbJ%S)mxZHq`Z*st#T?fD{8x=8 zfRyijwu%8OhyzwkYQbKV(v5c)ab{Rr@KloJ{3;ErOX+|9=Rx`bIm5n6LOTwK_}KfJ zUarEA@u4om0bzz<12XeSfzE>Mxd!s2s+?;>zj7$NL_ni!b0f-6c}r75WTUd>jf}5Q zf8n_0YL(1wuyJ*DQKUy@YY2$jLlL~gvA%^*`zJG$SKq3#;&pxtdt)`@!NDQel0AHi z@2)18&AOZ?yebvx(u@&!*Zpb=XUL+vy6lI67E)pT6*Ng|T%m}geO;RoVvq^GM!8J@ zAa8P@C^OU`0FSrXHE524C#1_Sk$MzD3m%#xKBxvgA*ALzzS;PxS=dE3{?i(3tunM6pW!KsT446NG zv+H^){tOwNoVs&Vr+W14!ha7`=cVQDX$Au|a<5I&7X!@mHp_6ysf+L^YiiuJGk5_Dz+`l2 z-+-HD6JMm?e0v|yu0NZG!KUEZu^BF1c5@_WJRoxw>ge-+SGYn=>l9D$jxi341*#q`CUH(CN423e)Ube^9Jbop13uc85mPH4R*=J`CB8W_*}BUE}>@c z?h*~nO3-xi40xM%q!|VSxCgqr?e3{>$?9ahb4Hzcf>5MsBf)lcd?j8@U{k`{d|Gxak0Ect-UVFu}p7k8ho#X~5(?n`$Ibim( z!FT&d@UiQ35!4p2EtfkG?8R1a+^fJpxdU~(B?a6AQSoe&$|U3Vc$T4M5eZko@ouW? z-v!2h1J9BRE9|`Lt{jKie|3;egnb|-uE zY>COsqItRC$49;hQGOS8K=61c1v(Fb30LbQPJmQ)_{C<-yH>(W ziCEmdILj#_+SRlXabW7|iMdb$w0}f2T>DVs2n01?&d&m$j-m`i3#~SRNMDP-4jPVC zzOq12KV0$9hqOEb7|gsGK!SH4Q(p2xn{WGHw*+jG?4URn(7pQ5*VC6I=mru3YH$5v z)7^Uzc9^D~Lq{=x1jV;X=n%NU1k|py2cd4{)NR%Rro^r_Zx42t$F474r^D-Y-9%DM zr_WhHax3`!;=--Zas9t=AHVKi`L=KT`$j;EOpCe6{7={7EIV+MV5rFIwhoGRKkFMfnc%6f3D>GCR08F+bWttszV0*;Q%F_nMD$WDP(FjN)0u?a@7Y1Ru6O|RE? zsZnc~aR%nMRtW7Z!FFs~QKq;b%OZ$*M-ECeV{9tah$hL0W3dWGCg=;Z%=9{?fSIS6 zN?~8eN~|4FJKy1guL>I_S;!5gn7Z14P>Iywq=3x=Tav+CsOjCB0c0v_d9}moXX5S! zXdfE{wV1)r+hYSzIG`a^kPil^eR8RFr6&LnRl}m3!zD*vLPDaB#)AqZqKl}Tk;>dO zkSHukuSaH+1I9|W8sk+k5P+igmL8HwEabwGIoH5UuhC2cWf?QLx6BB1CAbsmhB!~FvB-l;RvJ^IESl`}Vnw<3Q2o28Q#F0~{!zExy*&sgmY=xViq*2dMGLRD! zd#XsihWw!HZLp3a)G%PFWG+-cdq432^36OBBpwkl`~lyz2_b&(x#vE2+Bf1FCsk@)6?RI$%Dr zrw>phd#&4guC4ydZz8}>E{5lge$Ts+7<$;d6`t70)<3o+J+c|G-E4IYwgrq)^3k9` zbJE)vSqyKyoe5G>*#zJ|-3FO#5rA`aK(+LG-Ay)o2zP@_vFHc@X9lq*9bglE3*DHj zRIY}ud7#azj4?aKZo*YVQ&ShOp=Y;SJSr5cbDIjb_kaj@e|>cfvce8EC!LodZXod90mikE%=CQPADGVXes0R2k2_k zGK-x>-T6jAaBiB_>~7^oc{i(WO!u-u{eV{_j6D!=!_pG2hK>5mIL)}A`jpw)Sfcyv#D#l%*3!X0=r4jB{!Wwhr&2`cCT9IQ2B(VEBzqo^gqBX-9 zrm~FL<}5X;p( z;-}(&HFvcv3m0}`vIwCV(6A=W*$W~%DCeeOROS!;1O5cd&4XDnF(`t9b<`!Y#_|HH zN>%LwA{|H>;Qw1<6n}TQ-hZE_#Zmu39Y^G9fS_oAFiF6E^294=wroTO6yw^aC(n1U z?0{m>Vs`zG%+{;ucoPR83Hsd5bhFY?jHn{tr`0asjkIbc56#$JE?#vo%}#u50JY?- z@InRTl}Qf?a_R2h{s<$6jB7Y)g3lD{DhQ5+>8P+j6?ITP&dmd8;79B@q{tBfGF|%j40to6A_ycu$M=u($pJ!qSala6KkXHOCoL#lY7r~ zAp&hC7nhD$IPV^W0Xe9TrWRlWpL4;#XZeo%p*M~ZqInx`&F>9O*#N*i^`KGH4g~wT z9%9oRp!WC>+U&}Vwlp&Or`h@R?lz+HZDw`a0Bc4(0EjYu<>(_r&_uzj`tNU0i+ljit#X>O2kG zwPZ}jkqgbKyP%UVHb>IAZ>Ud&EJDJM6FncQFqw|&*xbK_g`sYB4#19)?mmlc=qWU- zzGsnGt-i=_|74xUV#Ucso3KZ2+0nymrA+B6G6@8ZhTGDX2XGw15k|XLF@U@c#?oN7 zA^wxV+zd15(#xuBiXX^<8AP|1&*=e=!^LkJC zqI*#m7s;N%mBz6MkKDr#;N*Zwx!giOxJz4=Ea)&8n3~?0q@U%#h5`a$HGc$24k;!j zchFNnF?RzVgE+BX6J|L8Kib}6wH z`wVx{N2+bW_9PWQhVyo}^*jI(#pNhE7>lwpAwe7yE{+*qc?o3={5JemL|UWP6HAG*|Y%UNZ%d^Z&9~+!!g$C+mjdTHLfv$-m1*76Hlx@|{n#Gs z@T?k{dX7N*zi!1b`SsLb0Cid$?3_7Z&*uMuk4oFPD~>Ovmd+Kpy{b}4iGhb?kpPvu zD-y3x@k4IUhYP@nZ?#UN5TbS8gjK~-s@!BekF~m6o03N*Z=CUFOA=(_6P7K)h3hJv*SvA0bxrb&`eGN^|Kp4Y4j>y)y zy{@Gx8(&3}NmI?L7}V1NLA?#=N=OM1kX}Pgppm2!=ZOUo%+1F|cHWzHfFuJ;%mEsp zZ>bUi@?}T4{M>{DVo1ZkFiGRK^>^O|3WG_fG5|!-Ou8PZqNoBYK|A+38r-dLpptcE zH7ggq0DVn0`rMaT9M}{S^)hi$k?c@*UmY$ew)uKyQ$hJLC61}V7-L%u!V+kR1FDhQ z?kHk=8zkG}E(iM1{`hUbgcMqfYHdO+C~R1p5FCRI_%5nus>gtSeH{eJ+|hrR5WipZ zsGC4)kXkh-UZ3BBCer8l&~Z6kM$^`HD;g-G{Uq-R<;T&qV0AT622_Js5p4tUd+zTF zg|w89t#M%{m;eKy2NGx@i>G!yTQeZ9Gc`>E##aGGD%Q&YgtnwLG%k~vb4x7`O8~Hi z?3OL!h!BdeOfcgvT>J>4RR@lya`hdE2IeHq9Z0v1ME|Rgu^5ma&j9X#4t#20XlnNP z>9wLu+UMrO*)*44p7F2bR_8kG6@1W1z-$Ac43ORAsp!wLs26}D7Ilyy=a2&?d25T^ zWZMXc-*R!f*;7uS>QagaHdqfxNn~c#$q(6J@vkZm19Q22hv;?KQgtE&;6quK`?=Mv zcZfUMKl}9%Vs3rNFqOZ)qTkfZXH(S0cbmtG53qv!-XZpUkp2^7#{cI_Hu82+9IOBR zpMUk=hb=0Z`go911kdGvJ;wk2rlQt97a;n@(>1)RYnf|azs{Sfx!6Imj?a3QmUcCG zO&K;>WI3+B>3!ryxH zSU2<1UR1Dh|64!yYKH3L81ahm6(O9Jq{oYl^nA+nvFg94?p@aezfSA_?A7bye zO`=Les>NmbTz%up2Vl?|A=6`AHLkgf7Mc@XtZbl)gLK0F(w5A9A7=HiKn?#6)O6e6 zj`a*TGbn0Bk~R_~cVURxQW7&SWu#?W*lx`xi>YC<_Db5)KQ5luI9d#y)`G7vtz2p8 z+FNW~21bQ{me5~6wYIlLnavy(o;)Mb)@RUs%^MAYFsn%~Q46?qTg`d0#iYDvGDrc-yu$O{ zqe{-@h(|!3v&27ns0a6~ajr(Jc2I8#ce%^9k!LlSpw4mdVxfAT5j=_0Ud(T?*$FFm>(p0%oCB$^m<_sBHWCbb3C}O(Ex=Q%c?BejLj}(jAClg8KCSv0p}(A6nqIM!l;8q|tf!8rTFRgCRC(5Mx|^aI}tV^>{(z5w6OYq7uNdJ`UE2-Bu%;yR9QF9G*B)7i)~_M0}kwRpjc@*ce( zh4&zZO1dReiA*)o;}O}$y|Wu*eDonW;*d8i_a`u5buF7dk`219QgsV@(QY0T zqD+P4I2c4~^nps|6HaE%=b5cU)&r~7e~G%Zmm;_wogW_qxqKX_)@`D90l3&FUq4dW zJU)(i08wIk%V`re9J|rvC1Hi~9QrfiHH=ST3g%Jf9^eFM%EZy*AZ+DRTCG zrIF0OFS6dB#4h5}P;GmQ1Ux|KbbPnh1e`Aw1GaztyQ-u!^8C-+M4$D?KNdoER?-Ki z5x9j|_aIsy{H?nmRy${l>YE^0!W_SX=V_V7t7DnOt4bT*L1XWP9mt>2+j%tanl&^e zGx6OFhMT3m3`Y)l>eF*ilz6Gq9Cj=)cO?jUcEY}8ZPmJ6nyeIM%|K$R7V3t>idAXuLUEn%DBr;{ObBZy>`*a(BCPbLOKp(iF!9Ux&*q8t{%JxIJV{pl}lKr6-zp z=Qvmt*nK}V-~HV!lQ2KUJ3)+{fBGPOY&4hOtOEUyM^R)?@w{wW&EM%E6N%vGirCo3 zK>^?(v{`Ex{Br^*L~41vO@d0lzIVO#8+1Qx`0NhdL>(Y84wIS}b?8qgxoS@GRqQSw15ce%!9BjvoBOL`t7Sk%( z()@?tt;C3V!9<}$p3nIU)*F3G=AHNbFb-moOf#yOA&JhVI*iH8>jUR>aZe@I zmkz6j4M_S@rMXndqHFWdy}03y*Ml4T#T$oZF9TlWrn;%6MfUTH9yb=9dx<-d`}&>@ zp2*Z~i4WDAa&A{T$%ltC_x~1qwgp|J&81*d?1n|FC1f8l6UldMEOveU8~N?#hyR5a z9FD${z^zt9t(4QPx+N6qc{tC++eC{i%ZB(rhY$zr+h1T@13p~jq<2F<&vM4X-~xT( zmkd3tK6Lc3_y_00fywCpnys_9J7~u~zMIRIkDX~AX%ytg0$9Vp!eY(p-sLkN5cV*4 z_sHil@S&*KKF)FyS?5#rYulDPDOPR%P8uC)3RtgP#a4Ru-sV1*E4y#0ad)rofm`#z zPKamcJxG|#IZG~4BDsamA}Xz7thP+}yODXp^E;gGTz>s=ug2)-Vj@p~>j*7g^KO+gUNlx-dOa6qiea{RR=ls5eg>S86Z39T zuvEtMx3I^^<;UrGLHpb)9Sv&oeVYPb%U%X+PF!}x@@V%j4IzX#K3D0dM3!pcoP{!~GZ+GX1z5%$D^Xo*(OH1^)C z%|~in%rqGnXU_>TAM4`Qj&^iyU{l46txTweO4{CN-#>drw20)w9sc(ap4%<(PgC zG=ls*>$H8ss@-o|K2Lv&{eGFBQ%z5T_OJ?dTwILNv+6iVQ3k_y{RbV^!W7$_zSUMC zk1c+mF)uxiiTK^X{h0Cqp~`NS;IC>~Y}Ch?2v>^CqHLOBKb^Mv;qda1yGXYwC%*BLLv*d0h zh&lWbLwOUC7HVjsa;~(K)G((Q=htQe%aiI1++ys>{TF&8){CNidLfCy-K<(0VeO8} ziIU&ti=@bomg+X5IH40q3Qb5shF<@cXJ?JO{5SVj`RX>O+ua)XafsFKFw3rbpEeSr zaf|8H#6`V_zNFA43)uGNMi3|><(yq3hrW0kb!B6uOgqR(>$qwk>`9~A?`R;96VDf8 z3Ky%5;Nwl!88k)iaFx|pv1+j%Lh(i0FA6Jb$VGS{hB?4!VktzS7M@1MvieeD-I8Y| zJZ^=vyDYwymEFij&{2g%gc;_-9NIU8+C^?wwkk7RYanE8r0(awP*0X!uyoUS+jlEk(ITvYy?x|Tj`L0$Ap-Y$O{p#zruf0;{ zQo>F3ooLoeN5s78YjW5dua^!ukxE7{ExJ6#hg1fpK2w;$#0_m1L>Mh$o#(sUtCLMB zcH0SiPx=dMT4gl5KRGI{j-;X?erH%A$&S5NJgHRxNx<(-k?;7&=O|x5=jda=#Vf@~ z)`42Cn)%;aTQ2!8ovh_9&sdFDUpK3!U+9`1TpuiO;rpF8A{)@0_LUFxWpN(5dOYfGp$^}+xi&);^AGbM~vx11kW>6 z`!4o8BBzfx8ng@_w;=v{&Wx=T@@yi%YCN7brEorvF3UTvTo{wLm>ki@={Cz^h~+q; zxsQWSJ-p0fMgFHj9Y*h3oX~&$hQH}OV{ef62V>1&Die@W`UQO}-Abz?Y6g?tX_}+s zv9ao1Dft>8n@{+Q65tbVJvbg;x7Hb z%#fc3#H5C5tJ{N*zkzl6FLPSfHii?D03Q*n%S8nJWMvLdc*uRxQ&` zRj@(U8L|{7UpF0h*js@6uFeDKts@H=cUVevG-N~j-aVwm8BW--8}%SdYPYbBL^<8G zf-}P`MMPaA)g1p~*MdxJ#HBC4KgCm}8Xj&u_G;iMXPS%1c7URlj`zlfKFniQQ|k}z zn{8@G-Tvvxl!#pY*4}GWdb^5mU+YO!BHbjfDKe})JK|Y*koO}8f2@$iU*4UcryM)T zV+o3ydmOL7mmL={rq?o?DT8vD2u~m;jE*7KgT*Gqm~Y1fX1lR=3FR11H8~{t7;Q3p zl4~UtJbV(nEXoWjhaPZnLnkKL2WE<;&?2VemW{KNce*7?!~YcNH|QBktzK{D14WUQP;jV7fb6-T8g{vAyXCs|@3(RjM;_ z>;ijCvVX})=pw#3*X$ltFM$27VrJ0srHWDS@QxYPe_8SGj-j%6M&n4GL0vSbO~~|i zXov4Qt1E6UYp#dJ0Bsz>%!vM@!O&Vo=coUEGcIRnRM|Y%47^HwF=_S3%lEn8FRrR& zbAxvI=Gnuu-V{%Fk;T$aizR?$1Z0gZ%gzGYR>bKm#a3Hat##zC=j46dGU5s2X5PHy zx^M%ntioGtQ~WPzwLI6fMw|FaWMF&rGl6I8;bpH^x z&0*L4NUXf|+PR)%9~F#D#KxIpT<>*Vb#-;bEuBUWK)?X+7suQgl4aY@16XA2RIP(? zXLg)H{Z=(CLqz1%p>A{ah6Z2#wUkG5KAwMXft4^lTY@YT3pNiE)yD&i>?)et^AQ8C zLsvs1^-gnhtKtc0z-tV$;a&AIEm8$U;9Go%Mxgzl4PFZ)mJ4jwaLP3F&4}LGWDHX! z>qq?Rn9{5@IVM^qps+!m3)mNV50s#rNo{NLxoZnGRa1LxrsO?(tlmG$S6U2eECn>_ zaq-1Z!=H**IPHYpf_FpQGi%8grCEH56NuzEy0ld5!Jm!qKk=WjYTClRiLvKi6kh(_k8nYr7P`O3Oz6Kn1?`D!4L!o5F3qu~ zzApI^x4tVcj@94gTj`+Z^Z6{rnqcapdakadba!g*?`gOj+X-oF@b{fGSFwYbk7vvR zpn=(^f~+i>br=DC*}15rI`AC|z>_Kgvjq**-t}sX9k&~9=~2R3d*yGAzG~2vVoh{{ zHn=?0-~U=@qgt$|_q=T%`HrwtK{mq?jeU!6cP?IPH3GQ!3FQ$pEf@t}Pg$6sC?dXY z6F=O+waE;yOwj6aiR9yI0PjChM>;&nNu1!KPI)G7p7-gs=}F^%T3Fqdzq4=?iXu+< z;%1b(zmzbWFZn24S3bS;G|PmE8SIZr5GJPXSZ`gp)Kw>k2YOL*B{_ZTG2)k`lfo|$ zimp>+Jt0*l&<3dk?Az+FJmCur#8KN?Qq9=;^c)+ZPIDZt{(rVn9WniMuU~vU_ zamX?aOBnpQ|HRwpiBjTa9Sx7BzQKP?NnHqXL1k72TEtFqppFT!7>jC*4h>qfjjpA} z>^c{)=dOCW)Cm(S8>{xMJ=WqX?OqFQ_{>!+B1vfLNf7DuLFN|m9k_DCmssTh?s6up zy=lq+E$OtywRV+oG09u4NWk}zv!+mIyzC=rg_?x*f>zCP&faIf(?~YQHaCxG-(`U^W(?8@fyA=uS4S1*lI5H|0=LW_a}aT z;>J-ua%OSFTj=~};OK=$L`1|f)7oLC_x3C$!*u~Y>RP8$gU!^n+^Nsa*;%+5oCKu? zAe<5fe)HZjPR?fq4zA6$HTSoud*7)`dg`~|?8hDngzdEdS<<0d_i>v{BA4dF9%HRP zm(h1d_;0NoVKi%3I5F0?PP;eh^)(Xi$#X|dxYH9bI__x225{76P-k1{Y^<&E*Ty>m z7E)MNBr7#8Ss-=}=nBgY)euJ2058penDr^&K5sj`YM%D~`SUrJOuMK)N3C6*I-?m7 zCWdQcrrQ7-P|j_G=sz4^rpMY0^cgB<_y22F?j~tFftlq2it@z|+q$+k4DYogE0}LK zgD7f>Ev|pPMAGUI>Rg12ck6`np(_6c-|!p;;F8A~ZoZ0cs1Y=4!rQ)by=_a-bEjoF zAInnD2(z;fuv5(|3C%W^aI5pCdM{1@R!A=jzDb7bx4c@2n>?ym}N zQ1`vixN8J&no;WkHkagMrf*i`Qw;}{6F2M^cp1+EWi@KN8%9%3$i~Y}+bVQ4MC7yj zc5zASe=)JhA4g!wmVma(B0{t&zHzj=I1UVZ&_NGSlkYXeK<9xiP7ScU^WeIgMPNca z)x?y|p-&$OANy*e7LhT4>ZmE*1(5st{*x!Z1^zg$g_?#hbKN*XfG-7OoPb%csIvw$YLueT~EZye#CYYqp}_ig)rm5E-nM z*7RSiMQ7l?fQp4C-8@?f!x3jzAdvg6vA&&RLuujDg9uKL|Ma=^xNXxBNMKAx9WIaY z_zc`!wAqjhU1pMSnuK$!;NWjquQk zb^U8LM{*Spne@0zc0%s;6G#{VV#ifPL%V?9xTV{{H7!&gwrRaX{se1-NX>NiM6qy} zv` zHsaAddu+`LJa}j3Xe%iVwV70MNgJNu^2lf_{^C=)_8MQ^vJ~LS}Jvl_+>l&`;Z7b2evnDVhmKI&TEoMOfdX1$U3w|=qg z22Y90f}KGh9}%0gT+2qup7f3Wrs}eOc(;p)uQbctTm64{0?iUq>|V?3pm*Q9X6T^H zMkr$oFz~}&4z4gW(KbZpn?<4B_SLFd z+`80xanaF*=7T}4r9R?KVPq~sY(hoysM2s5luU(BB2hKD$Eu4#PCn0;1vkmMLu~CE z3zpxE4Npj8XG2Oy#4~7-#wbUVbIXWKR7c~DSFy+O4!w>&oi!B;gCIVI;D`Y$i?mH{ zV0T5p`JX-VDFNB;M@ov6e?NEMD59@riiK9YT|F1#&Q{kitUf3DR=GAaejT|}`ho?G zGt;o{Pr~Yc%H(_f{K0Psw)rh$H)uYR`6G7TboWHa<|s>@4!f@RjCs%dE|Z!ItSt;z z)Ox&>jWRZkVoR&yWElS}7w5fzX~C#64Zj<^_1X)Z@NuQb5Lt%C%mRsJ=Wvx15@Ca1 zOywo6HPu&td0gacgW`1XLmlC?yly;Qhzzd5w_g_Nb_Ja^q^zVbZDmi$^4<9TxNQWK zpF7rxcNiGWt?4cL&Q>sqRWi~WQ@KFGRvN=_-aS+hMep{{90q7!8Tz6Y?d=K&sGoi3J0?v+#VvKlB)O3Dgp zn(1Z+QnDj>B_Uc_Pe0aYn1uggblNeAFa|2}(aoq#BV)nP7rlG|9ChlBLiA1Wj=ZkxpJR|H;m>?JNUUzPRu|HBgtYtvhCMr5WsuJe z5PeEKrNM&QZC^TUENv$HG31hCALUB+$?dcD=lF<)c}nV#Y%3 z!q(d~h{`!tT5Xp%o>?rO{x;lxXGD|Gq-fQ9sZpM)=Bx1KFwvEBD_xiKyO0uFUr9s)@F}WGx+JJY-Lw6Pq^kM??=jPFt1JvvYTl=Q9HSa z?4(Wliez7FFK_fa4Q6&#atI+C^=6X#OHrtDka|xkST zUi}<`20%Ar1t%pCzCDN;iDR5c;oFVCt2nYZ+4Kf73S=wvfA!J0bZIa?{z75V+-y>CPRPi!pnwc^y-{(2(KZAbWD8_#f0b3@3r5B1z3SHeZ1-#Xlvmm zJ|gj0%}iW63~KoZ+g*MdJuiEr3p^u+nWH{zlHJ1vB!1|rv946Rw%PD?NY%{Cdq$A? z_`n)hXJ~-P(Qi@;xc97YT~+pl=4=h~2`OD0u=0I}cVr*Gb61O6v*B2w*Nk0JUBID) zn^+1ArWX$VQ$-Hrp3l{kxRo5hr^s2KxL{vA&Q!d^95U|@)u}k9(hYOF+=`Iuc;ad3 zA+uDST3H1*M=Lqe6!c6A)Y^VjUuBSxPtp}Pf8N~1zwq&U{S@D4x6{t8q6^$HA!6=o z>fc4pE77^4glE`*`tpvqu5ohmrhhi2vr~QS;@*u{T19VyH?8h4jlKmILpBfdKXv+7 zjP4~}ieV)5U%nWWxSi?y+H&(F?uzLZU+e9lYAOBoSQv|I{r*L4>FSy@R7F=?j6qG) zDun0eC~StHB$M3ooC!-FH}^`ooce^LvdlbEck%i!1|1YD!Am0PA6{S^kR;zz%_o$K zT2frFUxJE!bN+eyn%_(nI@pfH5YP5}A`bR0E#>j@J2DLg0!Uvr%R<%p z%Ettm6CA3vkMj8hK9b5g$#kgSi9uF{(?m`wLf6_cr0UV@ONByxp@hles9cZwK;eH5 z0|$tcuD5XIp+!NLhWs8&QGBnG5V2>E=O2v5DJ78J>{A@tTqAsR6mlJopQzCOvSupD zp%3NMJ|%onODRf}W2X*h<{I4b`*2D7qL9LmV<&Cbx_RaHR_mQIgV?Nv>)*HsZF4Rf~?upjYqk@3p6%9&(k{MQ4r+ z=a;h)WOotH)YCs55)Y?oCU`peU46L6@voNNmwr3uLp}W%8qH`4x&LmJZSfj9GlL^(-W;qkT}lkxH4? zVk>kBVY1NIh4~aLH3gxZL5r0os%muhpe@!`-BC?BXSRMs5M}m35yg76W`3rq@}Q$l zWhNN|gJbSM->Et#UOBo<;BOo|Pi>?My*iv*Cfr!5(=3*SBj6ejA!X{wq}sk8#5>Q| zDa&b8V3n3Z-xac;#{Gz3WAq97=hSO!c$~KMIW><}a#%n`UDn#d$lY|#-Y@jk@7t5{ zP|?IM@=na7Exsni`ktD(tP=_0e|wlA96M-xD7^pC8&BKm)%=5oLOnfybt)Hd|77}W zgFIN{_owA|npom&9r8uUB@>>%7 gd-to0+677B;MG13`%=a1^0&DD)5wb&_rP#sm>^VdjAj{As2G80KEN8`6JV7}siIB#Fo z$vM2lt$Lw7AmdD|@s};4IcUV1jlq+@>P?=U1T&=hyJ`siw;hdV$gTw)Rdn#Jwd~1# zXnFXgH#6)w*obKfi(@S7ukmwyZRN)r@MM{7tql`I?&*aFS8f?W3Xy)A%o7zxRKw(= ziYYIlHL-{Bg0@@o=<&P>uIYcz^hbxU>T}gp)dSAod&}RkeDCBklrxjqK02$5->KUm z7gzoTjBX+P%yv}MK!AMHP8&}*$xZX2-Um%Mb45(FoIonc%RQs~)l9G-kNy$Jy%I&g z$rd(weZ}+Qk(l)wRFNbbycYR)EPnbOWS6<73RYkj_X>ueG*+%VjTE2yf7b~ zCehMLQr&^2Xkr&eyl?Rvl#E?HhM_NbY2{DOh16l<%keLcitX6arUd7UxScgk3e`h8 zKhJKnN_$$5^}OTd7`8CjO@82O|0$x6KlgRXJJ`vGbG)um@}vy<3X)vnwl^L)^93@d z_~y+PYt4^8Z(IbC^M7A_5=UU7u5x5=iKmaeLl8_9W-qguuGZXD8XvC0P$oPT%k24r zm5x|k`BLOMQHx;ht8^rCidFKwFeB7cEuvfOd5wXn;);Plm+alIR&NIhUmX@RP{ea? znimu5!dEB#D*mkds2DE)UoLcHYyUYp&JBOehR4Jg6F2H z^2z4$dMg0$B6WAjy9~|W)B5t(&VZTCiYXvNfpA-TJ}CSq`U?iG92V(|O9~f~X57hR zG{*J??C%Tr_BL!F)49U`Trxr5U4%Q?wEt7E5;)6I)&XRv-Xq1`QS1swTH0*Si0##( zgPF=8X$T(-7|6g9=&;;}Q ziAlp0D>b#2hyi1#P0YCO7{}Z@!>6-2Z@^lrw#7AJu6eC){{j3=hff3j`NxVAHQ(k_pRnl z`4hCP{075JEhNBiaIu=&+v6X8v8qkbNe$W{?aM>lWCfhweVpU;Gl_xsnX6a0x#l?8 zo{s7-vw*oj_I*ZJZ|t=2Cs8O@K~o$5pXO_X7l(O};*nN6jpWtj<1feuz>AHLr#*Uu zM`HZ!TJA^EwW4Ozq=X7>1a-zTGHr}Vg!;$+9>b;HB%VQmoq|p(TbALZ@#>;Suktg& zu3A8cAw6?HLm2R`2fWOU^je~N)?M!NWIiS_CrA}JB5R^K3{)y-=>t#sOl|KC{OOq^ zB_+L#Wb@N6dk=|j6ldr?+8U5PIUU)MLM>m}y_q!zHkor3&9E9{b}QSy5$cU6OS1RQ+JqG_oZh4-sqBILVEN|~ zzaj3aYrtygLj6p*jz+`Z8*lHZ-+%Y~GIkQ+0cTlQzGKPF(SH^`$-Fb%Qy#~Bi8su7 zw+e;2QiGuHNkgRAhAKa_e^z`t_?}_;26Bq`jOBHPnlQO9oH0i5ihlfEcBt^lT^%Le zzx7C$n^@Tzx$b5ONn}33&&k*-mo3NSR;lD}69&`Xem*|7=;a*09;9eMs0wzfm9dp| z`i3mO(CrzT-iV7UB;QL?Yi`}Jmo}H=?QNWUT5zKEs{rGQrJ3_9$JNyqd(Ze=V7Z~3 z&=;?!UldD~CC7^tFh*GcFNwwwcM++#Rs6ZH1|3}FW4ewWrQVRs4O)tD*HA(NCNxNcsF`wl{)a~IS1!kaIXdSaj1Kr+x$`Nj)<6K&1@nIq%?%T`J z%-RRx9JQ(#u47M-?P09*(X*1sYq=_^Ou0J`icl^#S4<{8`~Un4&apM12Ji1$nAr{` z`&oar^yFyyUe@GRgH)X2{Kx3519d>#|JL#9?C%{^HLltCPDA{;FcFU62ZyG4_tyrxc#|W_PCrk{>@*gS90TZO8JqpKAEbVsx~gxri1( zM;O1UWWJps==L0Z>A)h4{MuIHkT*9!=-za7^fA&*SnZ#G#t5$hrC(85onP|46@%)6 zhXmhlWXDDYaRR=B@WcASMONe=@`mA7xtmOlsJw~@yVv;IEer{*3}@t{n?~n4``;;~ zLTQRxGyO%KeVOBtFHx<{nVl;L;ZnnR-Y(Y~ZE5Ln^=YJIo59W&?DPRT2tBn&%v9sH zNu0_lzr~AP$F=(sot_MoO-)VRBqZEW_}SqN^6=aDJMj9Q=&|N@U4ISe^L%w7?z#Yi z$?VNYL#oP^Ta0!#SkilMM~Fg$Fmd2p#*t7a=1^u9ZLF0pFTGr@doaT}<+wZiW#E1s9%{#pC%49Pz_ z9CgX&_bl3yJ$Xe9`Pq{8fEA9zzcDfwtr~(Asxoz&8S;X=`B~EjpL<5R-)Rb2_-<+M zqwW(88cD@zIoK;TuphBsjC7fQ-e?~Alq+qQ(Z_u53aKZ4$fWp&X<5N4s7~mE1H(H6 z^l^@et7z(YveM{-f}R&Y<#rvbVfKl0ZVaD-RTaoHV^h+;6k1Qi(AKq%pJndlmF+I2 zu2$GJ;kxTSfA1yNiSOb|?AQ5T1oIFFGQe%a>erXP{q6`yet1Rge%|E|VDfzLoN1n2 zNn$zxf;|GV*MvsxUdYSK!y#UHEj3IyzGQxBKq5g;y=>bTa@p+=L4j100i$B!a74(P z`)>lLm3kGUA$}NE`$2QHr4$XXM32&Od-HlMU%zI^<{fS#`r)IwSOuG7<7DF6CtXJ9 znU=F3EIwWqY?zSeWpm^_=Is((`$=vm{S@=pSI_r|`$qrp&-LY%p%okt-N+RU=^%0+ z?Q4tipum_`9+A4`%Cd%yzS%q;RBGJn`80J#c%R4{ z!|>~n%V`T#aN6y`$+9Mo{Fz~-0u3v@Ot{g5g-InUIkp_}M1|?aJ5$$T&+^>9K4OHk z+%Gp^*V{|P<60;-u1V32<#^b~F8=b#{qkMi<6iY7-e$8ySkAu+vyt{)*?9G+JQ)m_ z<(|nfw6WqtnYu1;W-aAk$0zT(NQdvd%8lzSwij5C zR+LO(q$`|Y3M_F>MU{UFv-(`k5s*e0E`}1WJNJ6#&G;ne9%b&sGl<}3ss(#Eh1kGJ zlhlgv`RMSB=~m=^-VlYWy>)*vg2RAs}v-U^sSsUPB7nh_j)hyPjRVV6xz8+kyhBh7Z{9T zbfgnb`sukj zJvZs@!U;r+{ZYH{bbNqNBwZ;!gqHC(9w|_d#@XkXH)QwH&lp&WMq!0BkHAN@VL`_!UtzH@$?Ii4XXluVch143A4ZP3_ z@J89)_Da6p^(>*KkoAM3af}H{Fn*n@HQ4aP5<9KYWz|PDSI_2Ad z>=gKvO>FiGC;y%wk^4?k6APOFJh?O8wd*5`Y}ebvu(Zqhf82DB$yIyV>hYAXT0`pG zK=TczwY^U&`(55@04q>y%5&afe|}x)CrzgE5eD`gQGnXRw2qAOod=<&?vI2P+L^wL zQX>d3ATyDdWKQ-fifgJ}<11KiKf22Yr{U+us5`>0bQ@XNaLbKxZJ55PUpAGUl++N@ zrM=E*78rB9><(tf~i zooB0Un@Qzz6eHf{$jQvZ_l7mk+|0Rj)K@O+sD7W}TK}?!1tI^iB9t!@`{+a&!lwy; ziXZZ&>30wA-P68z6b*Sqy>jgME)ycJH^a1)RYvQ;{;|Z>*>ASizToy){g>GM zDc*9}8&4h6fz}WAs~L>+5>EemuO2Tmw!-ASp%TRJ)d~;C6Z_bJAxbOetD;;MhU~ZR z3|EdJIW_^7X(6HP+!VwU&wW+ye#Km_gmm4ftsQ7JB*5-G2~ym<%Vef7zy8TFmim}W znwX0=D&~uvDeb~~H`szfbHijhzK8v*y>FEruxAvUQsn<_i7V*j;!LLexi`ZY;TUf6 zgTON#JLtJFi~6BFWZ33YY1EhZ@C+5tI%+C5mMjuev)h>J{ide-W{rcnT&;FL``s8NuRkY$YR%E}2 zSN)Z(!tVkDuhArO8_y#*h+*pnd~F8zSlvUKt`K-JPe{Mbbgjd5^X_^c`1Sxa%o9#h zc<}~LLM{z9RW^@OgG7$&2O`&?l-aEG4a`lIU+NBzt}s$+tvDI4)|Tg)yu9Z_p!`SC z9+kz1-jdsfB{Sb6|J{e&`}9fHr}9Y3&AQ3)Fy0@QgWSLGdY6uTTHyP{zBxE0*nYA5 zTUf6axH_7)VAq=tJ7Pt(+YfvZZK-U7BY*#%%E93ma{mui@4#JY*F=l%*qwCjq|>o& zb=0wKr(@f;ZQHhO+qUhy-*1d_$2t24Y}H!zRL!b6XIhLjXb7;<8PMSW0%5_vB4;cgFfAAA1~9n-pbNsd z2K|-po!L6dSyOmhGW(i)$cbaJ_tD)Z92+&R!W_)c&86Ad+tq!nV0A*=Qeaj@`~tyU zCg_a;S~5^W=nadny?((BW;aJ1W6sYa9-PzKsKIqgy}J&AC#e9!HWSji!p;BI13SNX zfCbdeGqC*Lr)_65{gH%{n1&yG9hH*iM#6`~spVZarSJVh6pL=uPNf)O?sefHTE|`f zU9G@(GMZ~&B1Xlwae{qHCrb0K-#E-9$IP}$8p5n{o$mBAE&N0B!p>xUQOrpie{D$U zOF?~8t2s6N%3y68u%lY20X zO}Tx0DCWzAxLE~?8+(5p#LIZGFnI%27MT*oGlAjx9TvK^SY3X3tF!CqEKYI(LqTIYV!aS9|{%GG%aSp8$ z`%D8$4k7vsurJk}@_I8-uvT1W5K~@D;z8*GL#9Y>PW2A1d3~p|mGd$Z-%D=$>K3{X zClX9Kd_tB$RL3W_%kE@J17x~b|NRiLIASAh?CPGGcvbQ>vSCrxp=`M51j6gH^yZ3& z^G>0UwFk52xayL!1Q9Bt4Vw&!K&k?R%H-J|Vr5 zzXf%v@8&FruBsWv8Iq};w4B=#f8)iUX0`AOX@vaiSS})FqJy&OM$-Rgk7mHD1kXX4 zJu*Wy%%iu*^N9z1C_~#4JqyhHA@OHkAe>)h2@o>wT$DVekcOeU5lycNXtW^4IJ}cR z_Jha#W|O7Y8aLq;|8ux6gpFoMc+!tECA=V-4F}+Le~)T9cX-k-D3A0RkfWOd-$Gkw zX<=`6kvvwSIJC_+Spa(yHA8k>n)wgJdKI}E9py(^~g^X4W_9i#4 zksCL|c<-*Zo@44~dy%KVWVpZWI4!Yb9t&`>bbT&Ud3WC~uaAJYq>A18L^0Tm% zSFGoB+@j^Y>6lDkzd1Y0U^z`QY~CM)KoxRAz#{c7PMPRdwzkjl^Me=jU&wUeuEusU zMz^xxgT&ypxAvv2RKoT+QxdPQ!d92&Mc2O4L$X-8agFfG69I}-=CnZe$WWvpiLe^R zZd_i2~Bfr|9!1Z!$?6Iq^JT?ITMs@7~ZoP{P4SA zu+4|ns#F^$HI{K+hv-4M;@L$1r(G)AiprL*`)BppAAaSwaj?@`5*-}P{ zwzb8nCW)jse+(t7ZJFNSE_~J3OI|%hpn#gHI`21DS$o={V3AXW4XJ(&#wss`e-=?% zk>~dF=l31=wLc(80!|C4OnVRL0P88H5+9dLQKU2~k}v(Kwl+bH_~k6}FrFS2K;}TV zGim+lW`3RYY?Zok!Y|ALGTzlP0ZZzSaG-E=Lr>#`QlzG-*j<)lZN}dWOT_tui5UoT1%rE%j?c>f?q41 zuAdUw)J$xS{Bk1l_)~UL2ZM&DbMMvWEjz0*Lig|q%_!Bo_CD;we^B8F(b~|)zxFsQ z`LDO@GwAR|csmcoiOfe!`jKX8{>dqu&i811(FdF)ZDLCfxk8A7z5mSJ1)z<`y~gz7&PrauH&aSlDl>q?p>RjCtJsqJbp0pv>)< zqWW&(`S#UC3+d35%@Q~Y2V&?OSGP�~x740Q2FjKbq5g`-m8yLnHbVQWwQ12uw*S zsv}$v0Nz`G@ogH`HC7;6DBpQ`dHF3Zlns>H)DaNki<74%%EJM1IJRqDF!ZRpey3{! z;#7h{&mbp8M}Yud_?}tE&!*8A$wQ>gnRA);OJ?`hPLFO%jxtHIbGFLmro^Vjp9&v0 zWe(Vb4R+gp2X@)%N3WXVp{i%|aHTFgJn;WnS*Ci%@ZX#&0%bLN~GMDodtq%R^IdME9qUY4igx zjSIT|V5#es>-zk2Mt~lH&Ih~il#}CSW?81#Qik=&AL|z)_cEHUyJrS2d@L8rvDLz( zlw1*Xah@2VM)eir&~49j9VJ3UMHk4*m5U+Gs)>VL&IvN9G3u?xz^sRf$9e; zQp&=Uw3%;>Uz$+np(YKekl+WyS^qa4uIy~taMOk0vyiaZlKa5#DUzV;+4G9Od1UY2 z;R?b_gy+OgIR2x4S5k&et&HKFvzw1~Djb~a7S4&V3dw2U~6649H9u@@iHH<=HT4@Ss|)$~2@GB7j6zllkj zOEz1H@QIfx4Q14bA169;Kt&%LdiS-q`l!NdpTA4IK<#Y+hsc} zuZ2X#ETmf(qbev15wV;65@Z{(^EegpL%(Bkv3LS#t!phX*uO8g^=uC4<{fg+>X&dZ z0(KSq(b{K?z#uyTE)&y6_VxaFQd&BQacP8blJy8vWBkjecWm|b*RX-=Tq-#=+J61PongPF*WpJ8 zet`4R8~JB|1MeeiEN5FjjYoZJHt$+`<O&Nj5g}x#4+(?vqS!Pf6)NHbf_8RwW%h6%s}VDN^`7Xf?ZwnCi+4D}1k_1M=2& zhYM3y%HxLx;9uB2bq%j z=3NIs$Y$U>3!t97_DfnxslTmPQE z?9SY)E+mf^cgfprSeJ(5HRWq1C{s*l6kfA3WinJ`b%}Bw;PFw>)J-2e3R2kcZG(JR z@Zc*nJAp?%x`sy7)JFfR8@nt*ZKo-{oG`oMAPo6=9uOcc+F?G9rr{*{8A6r>gd~L> zNKwZpJq*}^%M;RFxp8^e?@th`0(MmoNpDkkBEDZRF?b z9Y`r(y*|BDI}+%6-)S>Ci!})tx(~O{w)lwmw%uXUF{!&py_v79TvR%hzA7HvJ@Tvs zTQO8QPllO#QX5&=2OV~Sm!Vqf{K5Sb$C`rUAId29Vqp1l5uJcy~7s}SNnfdN=U@n@-1%a&~VuNwtcBBA7 z3ER^Hl+YGd8cXH#L$3fuR13i=YRKcs|JemdU9&DES0HU@YiJ{}H!reZPHfarmn{XM z2x&UB6wCeu=lcB)U6)SJQQuq4@PM6CjZjdT=nWR2%HkkQ7NdYoL3AP2LEtq&_UnsA$*kHx1wA6|zw8Cley`Tde1 zOqQEhF{8hHIRAdk>!tCgqx@DuN3d2Eo2+4M^}WWoGwLpd$jh($r^6q^(Ce@X;Yg1_ z9cF>}T(|(Ias%+LY2OR_-%PE{-#TL9mrhCf6T6w*Qou`M2(b>ldVJhV?0@@E-M^-| z@5RG753n@$z`VDMF=!!`c$?+Cq$wUY+xc{Fbi0U5?`# z<7om)W@@kt!yeRMa8ya^P}W3&Z>6?f4{q&#Ys4o-3_VSfaasD*Rzan z7aW_CVvLbtm@1{3nj;du{57xipf=aJ9WD+(odrj8e4v4C!+tAV`Lxp2wj`^hH-gP% ztke6{^?S>@jq2}%X4t>gVeN9ho4~`mYV&^@*#tD(66WqYH%F2G7|A^-Rh4Vq$B$_p zZ8ja_zXMT)OIgjq#<+d>S$MB=)J5(&9u9u9lBH_wmaQOOM0NlljiGKBUDzT)PrKm_mL)#KkRaxD9{o zmbM1HJ5Y2MY{maL^XxZL3jolKa;-WJPV^YaW40GPl~af-)eM9C4mED8;&^-v4nG?d z=}ae3*gh52TNWQMyIeppKH{IA|YCs%(gmgmfhsXAj~|Iuk&ySpm-mPs2L(-3#)e z$TI>Gaz}>`%f7brSya@d6-}N*-+0z}KSds|wd4{Q_7QviFw)@!r$*`$<4ymsssGTe ziJjPNhmD}d-e45eT0$u#B4Qb&*n58A6JBAeCg*t%LQmz92$rl9A^3Ko zyh8+RhA1Anmj$QG-v_-RdvW9TNC6}3f{=*1sJ6V62pbw$h2eiT!ED5hu0NBGF+MI^ zqMU44NLc%OX{YBcfk`|&4uCMkbe`I;@cdk!CQf9xeuj14J; z>c65SR3rU0bg}H#>9KAtWXh~aHB!y@<;v6p8PG0P{jI>1Q~$%_YO@3V^%JPUU>^%6 zpT~F(C*Z;m`96_j4s$ZwnkzGE`zdzI@RrFNmpbsn*|P~ED`J7oKc*V1B5aXWJ*HH8 zVcJzZ|ik zn!%msWK?~P5aQv8t=^KQbeuF+*jk5aa`gA*q%bsut-xnCt5cdXR;n>-K}nGos*Sm( z(#rQ)34+YUPN&5Ee%*t|4xSowT?PUtogFlc74oT4jVp}3`wt#qYGnr|BAHdR2~DRQ z>d9XqI__@5w6-RKt5^7z-N3PUSM|%pFg0(2tIPy=o|5hdA}^LFjW^{zeq&DF1auN` zGE0j_A}r-JFqo<-2%3^W4PxZL^vhj8JJWg<GBax5o|7XnGD9o#uo|D$q!v`-4=!`ApzGE4Tb=_`@3$c zheD0R^5$7=4)cFD)$V-b3 z!Fs_i@4kZev+>IR5g~y~|FNK;{jH0iLJi$&@=08_C|RX7bDY-6NejhC@`t5;4#LMA z(ASKv#X9nmmUgpb@sk9<;vJ7a_)8n6ubL{IkB21wrEs*Z+&oLc`a&$7ycM7;esgC> z;VI3U-1y-Ct<0j2dH|^C?K*bt5;lX?NDWk_cNMNKy?kog$)Dz1D-@5S%vb9+?QBBR zuw*h>6Ton?a-O1;8?DmBHDuFkYb_jgl_yPd`(HE>(h66Yc72-<9iAt~F0sjZsxjZP z_+=NSm{5@fg;jhvyKlg_7 z>k3YAog(dF4@GcFR)x#d6M#PD{@RSn<*O)0za}qZuh^V5rXV5&Wn>?_q7e)3-@Tb% zvX0j>=XFBElmu}OkEd9G90oCVLx}QxF0<&j4mglIRv}`PRoyR=2?VHc7vqKY06HOj)Cm<6OeIYGqBuP$@plz# z-0RLkWg3i1-Scj|W(g5^^QcR9-5)s5V^2n>w)cpmBEGH>*>kOa6PP4ow_V z+Dnw4v_Ns)Brghk6tWB0Hs04a0+ZRFx{Q1Wb$sdHMK0W3ScQeA5A;Qrb9A#obpPaL zxMyle2YU|lIUL@@-h^*Dpx^?42m)nSVVc#yY3!Gm3^;;p|gm!7g(mn1A)16AgUmUTS`)3FaR^8!!McK~3OxF(ZXH-Ta;S zd@x;1z9|GUgtSgwpRiW-^Uv7W9dVJ>*D{mI-E-4uH0}h*o$s`{JRScKDyOo%9BFD- zNs)cu)P58vVQ{>ZR z(Flwx%ubU%5P+2Kp0k(Es2mMt@lGd_v&GOLW{#Fz76ZyOu)b&p37;Z94e>u$Yw}Sl~k?GX^LpzR2 z8G+co>W)#K3j4HH=D{3=;5udu;@n5JXV0go9n#S^>+x5JUu^N;i()Yb`fAj-DY4g; z{egkBo6nXmK0M@AWXuqEtJe(uF6+{Bj$kKbT90~@q9-J!1eD(Ykss`q@Jt+eTvq)l z?cC8#Hy6wxk!mDf<0?(lGPg2W1)xEWeC_h+d}aSd=3|Ow9X$?X&tRmDF-#M?`>hUg z`KLN_2s9~LH5W7)sL^`4+f%fdG<=2x@(sfv42_F`0MdlM#|*qM1p&;_3b`B!W7pX+ zbUEbnzEj|x8xy4=!lf40jloQniV3KXBmLWn;k8C2Y`MTCip-7(s5xl`c|Wte;;i|M zoBG+WW<<=Z5HCMCEyVA&?DGyL=hdY343&&&r2g&cfcE!mAZyO#eEI_56M=90m7=lQ zy~=KCSQDN=VjA4;TsVcp0xcqkdiak$F{1B2EoU675x|oA1|$bau_tVlo5nwVuxiRH zPF2L^kxVwT{(awK*G^gNJ!Oy-frb4a5ro)qYLJ12H{s1nSjLZnT17Wg!W`4 z^%+gi0`4G(G0sZW+Q3^v!(s^4vUcxDdR2w?|XnoN37=h(Eiy;Bt~_}Vqc5U&q@_8)s~u&cHo`k)!X z*632c7IIWJH$gUQ))t6}jHzzxd%0U53jWq2`I{<*x=_C8FCQ^n`v{A8oH1C}6Gu2{ zj|qaSe31Y0m~kGlbps8z+D7#oauhWMc7l9{&dBoeD|bHWc@Yx@3wDB3Z3PAbkm0c3 zJJ3Lr!JEH6rgH@i|GoKdqQ#DWyx3^3`*pa_BngfE?rdxmJN9dLJ%Z1JD#CAHe9y#G z?QN@Xt-}1If0;TrmQE|*`FIkejCUn050?!Ry3_`2XJ`?2c;%A3%3>!Rs!t2BGMSe8!;~z3GCyM7FTv8yMt-%cr2n+DP!WQIJO1 zbW*$L(_U5P9fKZ+RXXaW^5sDVCP;4f{>M2YiszFzVx=b>beGVeRikCXP%2umE^OtZ zrE4CBtnj_ReANkpj>u?l@c3*sdR@U2Ttyv-+ZUPU7m_&+1gCop^T$BH^H0*@7`!~5 z(K^Yk?i-X+cz{4F96A+S(X|nnr^+pgj0{Wc>>UC(Z6Oct|U~| z_v*EA8wwO0G9KHg%L*J(X5_yPr)syVYFI zQFLsyKg}Q!rU_0CuK5(WpI06CZi_*3!jWIy2dLiLKSOj}+kf#GI$e!Cme}Qm9R{DuWzHodY2{-`pfuWdM#`n7Pc+mbuxUWOkjc=l%q1TJYLYw}Fytn80 zwauwDANFb*Ku6;1Mbi`fHA#eL>l|%ESRH<$u`mdW1 z&wv6=dyW=UBih^KTnpGt++yAuF3Udq<5#aQP_k_u6$i?%Ow%8-?wxVVGz*E{@4`68b&p9lY)?#Y{>192D0ro!Y{rqlP}2(dB#?9pAR7olDuV?fd-%W7+gVocsRZ%);ti6$IF`YQ(UnW^btKIjO_ZY|IipC>8N z#w?4W)kDD0Zmg#xp#DAyoLH)$^SnD0ujKfe*L4`tjJbu*_^czDly$<)%=Gznnr~rFN9qb#oee+m=2RYalbrPK3t17vGhAkqyr2AG)jN zT%g}=y7PLUhFk(^jRu3?kT@YM{q`mYZ6d2+9GoMwDb%Xu=|1O79H0kDDViWelZ4Yy z9Hcw1l3TqN{B!Vk;PJ=)nqW613MQlB=sZyC{@P%>Bk;|kjGFQb=^P}&sVPk&bKc8F zXj_!0vX2m;uQ0=JuVuXhJf!D;xsg?#uyEI$l2+W#Mpr&TP_E{3Eq`FOEO{dG8hAYJ z*dp?D-}VmOE_15fN^_W88+!izk7hEqKrakWrLQM#%9C)G-IgT{d{~6b)SZ=93~QHl z4~(0--%x*sw)x=ll-u;!`D-cD(k}KFF#g#(`LMjC>ioQ(Rr{f%$wiUcUH9RAah$(7 z**i4t+wk+58rL?GuL8T`{f{ViKZ#)e8b52={@J++oJzOiWYW_|Q_iZ0%BH=r^>4bN2gA63SO6vM6dbaF%Oshemv$7h1%ttf0wYV+hoUh2$dv( zOqNqYLZVc$=rgjAhYvvvp?Gf(d|smx{|3~gV(c$l;qaPo*wtizj%@Sz#{>sDU5gX3 zHG}rV$KPB2cjA3_F3u!YfUFU@I*G|RBLF~Kn_5_fUAk^yYzw@A1CQ18SJqUAZZFZ+vCA|A{Sa_`;v6gs?G70`eJ}b+1 zFxM_`AkAU-@v>|88VabCP(vOj&%}-vEf|k*6WzVNql&%-D}Wuh>atOHX+YEA3Q8Ox z?e*I8{mzR5-vdS%Al-#{2N6%lFVFZ24(cG<3yv3qd>}ze@yCz(4lrVn_=!6_mk!0Z zhwgz1pH?w0FQ#r>-A&ICFCO-!R#;@x_j%3BT{3^yh(~5*&^&1?@cv`lq=DCeT*zcT zwc)i>FJY?GqZ(|}UUlA!a5~p=!%qflyAOK}1Ob^B96x#dM(i2ZVpmuwA{gCw|0Jn=3%YSxTm_pL5wTXnFlZ_OKu(S$E^RsM@DVg@E9z)UUyNi3cJ&G1K_wX2c<+r(6I<*ts;1B zxq6<<*=a3^*{`i?eLZ|#3XijZlws@*89;dSq7J6{8-#JsXd1qsO@KBvjkO7o69=El zbLfg-W^3b-1y{U$(RhE&K2yCn6HR}B62L|zS=&}Z}ebXcBcyBwyTZoKI588G>urhB#w?2MYqrNc znOedD4sT!t(r6s9&a+q&$tpvU^A(Q8#sCpxDx7tp0Pi2-h6X${?E7Z#QljF-`r6-F zEzteWL=G$OW;2ph6lX9x-kclHZC^h3i17GbS#ZGd!|a!rIqmIxzxx0R3Rxz9(-s2! zb8xh6FRzUE!5rjR1=-Qh$__6g9l5q%Pm`Q*6oAj9-Onve>0Up7*M;y-&1gnRA3~6+ zcSv5o)a}+ID|OVuBdjU}nzk5)49L3A1Z+!Js}JO=znJ-p|{D-Ie2KZhPH-(3Vv| z#Ssd3Hp}fEyDKM(piN&r`Zm~VI%IJ*RVLttWN)vB7strq9p;a7#}>)Qh+~5qM)Cs7 z4o()#{_Ah%K-vwHETrZy9;Y`J_*$qBhSZKFr zJasJlwO81s^^?hU%(w5f%CuW+3=(df>iE1Ls#l=M=qIj(!uz?5>4a^MG}`Ej0@|H7 z9BikFJ&c4?yMRz*5#+P9Q;jiN1UUuvZ=H6VoCQ?E(vSwL~ zR{|tqG#PN!;P3-x!Z{ySd<%mGY60K?eLwuATmsEF@>h}^XnsH+3Q~~I54@~%kTu_D zGMaxFPKoIS^b?&u6>2W&SKR1%+m_M^hK55Az8iQGG@lyu_JLF%t%>V`S+^&nt1p?h zZ1grSyuiAQ8Qsrc@N*Xt+@9C%OW>+Y++RoKwdE_qg2H2>o%5wY6B~1Fh@TD<22?0j za&6Q;SX(<{Pi=4x9-ep zg$bXN1LNCj0tWtvkphy0v{~n=@WQ6EH1GDdyd9zuooQe2FSl<#_h&rPzqX`N-=5{1 zQfsM`W5{v*0?3Snc1T26)IH$-J%%_2HhsI$yt=p8tEB6E+0)LD?;e=+tUESSPaHkH z&lVo4;6^ZFTdmWPMLNNJ5t}54qR*42)6#gnx{doq4v8WRZ$Ml-A<|$OFOT|o#5rL z0azfWBAyLyV7|TY-1slmBVfZ8R5Dd$xD64^`Ej~)sy`(c19dh487>9g#qEltljcpmbUk%@dA2`Q{j$Q5T ziEVx9l1ys!y)!+IO1Qw5D@=YDu-f{FgHiC~?3d7dgP{Ia{QZQT<7!j_Q4^hqM%tW+ zK)os@C_TW+mRxUiO99K@H_!a!hl~+gE$6`tcA>~t*sB(W-B0zO5?-Im#?-weHg zb3t|KK=lxHmyX=_pf%ykh4HZ!B9*tis#P3F@2+de*v?-LCrW%OL&;+&8FT)%FC&-2 zsfwXzxL$Sr!41RZFgEMY?^E36P!>OFEEr@Oz`p-$l@^NuG#7jTTFw7Fjm5{f@u4y# z#yA1gwzF*<;L)OTw0PQTqnfGv;!Ra>({`$2I4!{?rH=znq__{tD z6cFUIz434(Oo#W8XtpLQ44=atm1Zy+tDQ`rB998#5t@#iRMbY;|6TjGIii5tm|IX% zjvx9w+Bo}gyPnzi=vV3@g9GM+1C$RDZJYTbaJb6Oru2RR{bTI7eXht0>dftm=6>m% ziA3AUf6v7hdW$yg)5Uy`kovrq%CbVWu1 z7@B~5bF}T>Obj{yXBQyXCTxbqAvnLHBHUPLvP6ucjW&+gN}|Q4Qz#LdSs}6Ji;+y> z^S-8ma_E;FJ%@<$5>`e<({iR+#oIqLbSiO5v7J4xJ>*wQ+fs!K4JHu4gM!fhR3xIe zu7PtuEWqWPM+y=DHy|0CpNzNe#aGKX4GW%=zr?iP*HkDc*9?|Lkc`9q~7_=jL_t=Dm{g9Q&yuyweleX*U~40kdst%xAI#kWFRH0i8Z88 zO39>WDXp=m#@ZAP^o=F!@!X)Uv6~I`+7m=h&aZf`xG#z3p6i}t9omBqz8+j@l(hql z5>lQ;3P;^9pr0d~`+dD$L)pV@utYVK;Uvv>5{GMg_Xi@H5rYM{CA+ZlK+I(A?Bhhx z6`HS7RZZWBWctF?^tm8C);3tb#dA~%PN;uYuz1qDQu$tHxLuI9SxqKY64rT;7x!lGR^GZBXE2Y`G*uBumSbCTHPiXj{w!J>c?dO-eXKP2l$&Atcwy{SGb!gWuE2F!+YmENU3ePuu*6bWY zh}cQYC1o|>t=AUDu<{5hhZO?E0npGH_A%`^nz#abg)4p@wM|(IA@4X`X^~9{c@+KS z+ITYB>)&4gD4QJ3O3$EB;A#6{Q$;zPnELS=@iM;ukyDcO~ z8q%Xe($XUyZ$(mrq=*>MF(od~Y)CO&V7jtWqBP26FWuUr^#e2n1BHCu--^l+po#m; zHyh!ik~5cU_!+jZx#oA%8}($B564{oVoR7DAx|&6=7w>KW>9!HsdvAY36#-L@~k>H z>w^jyb8XG%nrEA?(f^Vfg`dZC-gu6d=zN@Q=F}x1YsICla=WFxs=SHV@AB5qwM(a0*g(`D z9YQeMZ}$}zm)?Peavb*wF~~si?i+#CtRJKRe(g=SL066QbVl;Tf-g{rSfxppIExumGLT=2HnO%sH9vyB&W-_=`mIHF90-pFRV` zX42LK6pk?O#i)__2gj|4LFAO~*6(Ie)#bF;1=yu4Q_q)r5ivGO)GXbD6xxM8Zcxsa zL@$PvU@FI9cziibUf+**Qpa$0IAHBzVk@@~EJIX$o0R8_+xK*0N(Cr~VboaSRoWg_ zb$KNnMW(@!AkyEP4&|(B=I&W05)x}g^p^`qsDJtCCBXuaKh2&I2plyr;lix^t8%$I zB8n370s_X%IWZbm3#njon$ZbC!#Jm32Qwrm3D|4H09uLgXlD|+7BZQC6a(NQoTs=! zn>WpT%%H8>V}}f{pZK&Nz0HiNXEJ`}&@C1Zf33$AOJh1wUHtu^Q<@hEm;QMu{CmP) z7Dd`u>ACZWXDaRs9dnpq%fPUC}nPXg24Mz#W-nqYl zL{N3TFA$rc;EO8GC6LpmixHG-F~64Sf= z+bm3djI0{fe0iE0<6RlbjyNU(bcFae>nB^k#{3Vsu=2Cj>4_hUG8NljW2@B{d2^S$ zdcEUt5qLOG0mx(U%Q$tE3#~+B7cPr^^2S3}V7~q2MU*4VPA>{)jy5*i7dBz>%Y$=l zE#%SAP3v*pY@IPKP8J*;rQf^^hp6XwxfNiZ&i(EAI*ZV^`Z|9FEdBzWl`b)Y!Kn<;T-U8oU^i1 zoo!9+?tpEj^A5Lv5annmFO0OQTZWX*-efsyN%nFxBdZlzWXkj31?u|M(EC)Eb?FjC zL#;P|Zx~BREeK>xAjU=IIr5=U&kZ)-Mrt<_q5lHoc;!&qq$7eC~5_;wRdmBo4fbOH6b z#+mDI{@llCu*5Go=TzmS&oLDoIAkp%w{UoC6iG`rhAE54u*QU7GE3lLMyp49+pMpa z`{r@N%FcTGot3hg{2am`ss&%IB4g_`@PsO08j7khJH)8LX53| z03e0j7*^nCl|}i%(%O;8voJmctF@--aPU@(B94i@7Qa-USEHU&nfGGm0rD1j<&7Q9 z!LGO5ukpq?z8`$AszoCkM>uaADvLdVkjlC2ei#7 z>1jEbm$tu9-ZYE^D`r)sYSZd@AH6B{F}a$IsEF9NXcEV6JUCzwNS&M^;#ba*T_N5G zo+1cms4-FBN*Raxo(PI#u+pg-J?>M*-)62SiA$4QNG|n7xi3B%s^n#4GiE}s6ur;Udan1k z9_QI)^;3AdeZ#q>rZUCr{6fdfEG&5cw(06!ZukBo+UQ8({AxQ#_M%w|eLmtud|bT{ z5EhpM`0S5sJ2;J2E`pW%Psc|T9|j1i1^!i3XX!1dtth+iD`<860TC9WBnIJJIA^1m zo8l2A{q~rDRSCz9mbUONMwCWLSn})a2)u(0J%c#7(WussA7WK*Dn${rP4Xj5YMCOIq$Eku*2NF?6YgwMUy7(k6t#&_qQKO|2^&iwh+3#B}ZI_6BB|9AyS@1F~&TTS=BL4hykGt*6m~c5zT)>(r-<%I^o)3S-Rk&C=ix&Cpq|=epTzvUP@= zsNRUnLeMW(6`of~HpaO^XmF4Z$l529YNrg{(c(;Ws@og1(vr%r(p6)}Mm}AV`SrG+ z3GpjsR0gscO1Jnvd)^1N*5C0hmm$(+X_y|7zH6$2tADqqmp%jY3D<(HF^IGSL#zn~ zp3T4!*-Y2G?sAf@;5hnAY4yGn@`?yEuF=cMpw$YYjcn|D#$ACeml2%%N$eMPBbE6;xPZQ;91nXUm^bYIUF5+Ts+6Ugn@lP ziWQW;29SuG+2E$`B1mIB>wxyqHp{vcn^yj1q%l_)8ZS&D&`;0*q7`j~`*$I`U=x;V zaEb!`%*;qQ&Fd10syt*dSLCnw?0@Y{N+wLdI@_$^6zxja_z4tIkWg6XIP_rs8H z67xiSmmOb3lvy;WI=Y|2Ab_pHQRm8JlxNeyHBtV5%t)Z$Q5{De{=ArWG2oJvL#Tp^ zJuyDHLWZy*mrgH+fG^w((<*-h)8Oo&l4(pt5Ri!D)ppVzu2-`$RXs`^VetzmBfnvA zy0og$zCZ3MKkfftG`Dx8>m26j0+b33*cbwZ7X5Px02y#J^;v4V@ZhPZHq zxrp~_qYK015|y2O-G&ww6-|KPAF+jF(0RG}NQ<360gX4uA$*(>9lqc3Tc(wA>Tt@~ zE?6P9MVWc|y4W+SO~EVxsWF9Zla5^4rd!Pk`9M7nS^#nPU1Bxv&9yt>OuVi@)9l!* zunB~SK3B}}J!G^I0{)p=X)nkIl21FG%zPGCrNx@%`cv0o?(VPs%c}>@(Xmm_O(+Ox zn6ey~QpanJXk6lg_I7i#`Z0s00nTdYR!+_pE97n7MkIG9eTF7pF1L=)xAGat9^Bu504%D+BHhhK6$l=Z zFNRrwFIRf_E|oM^efa#gfKP?6A)e7`TewH1vTEZfR`!Iwl*C6RwbYPH&-2~o`@x z`M!X~t2SIZtcM*5bC!n}A;hfGO*IKgugLvu4E$|Dk~k?offNN;`pnkKNMp< zMc0P#OYC=9(fPmSMEM3@{E0Y5WV93lwOCQwF>LL@&MDan19^tGi3NQR;Tj&I%Dxo& zhP^%Cey&Q2R_&4;jip81(bj2{5MijQ+o)}8QwVtVZi}EkfIn7 zd0%#-0Xu)8>aIVZxA_nNOL(E__*~ha*I}Jk^a3A>S}s*G+;#}xlXTBbmN`FiVnN48 zMpIIutWX*BUHovu7z_crM2bmp*m-5NEGr-eKIJTDCD4Rfp=BSJ`4tG3O)>32(`smHR$!uazeF%>#0b!N_qD&F<6{ zh8zTIZ zrlk2h0HEE8@pV{Xu@@~OqgbOcP!EeDOzrRI_SbPp*5t#X>!ZJs+8svLh_50N+1h*T zJ;Oy1&(Z9=nJmW|bBDWQH};;X-$}%$D3UX{gLYS%LYV9&%TZ+2yhbc~AD;D3(d>~- z1yJTc_)YU^xJ}d;nC7n_Ll?MoL&0x$HGf=*7XA{gVG2??= z;@uj#_jb+Y<~z2}cMkA}Nx&^%TjF*Tsrr65U8~~0=>c2*Ico&f;*JX77k^b%P*89K z$ehQ>7YtD;9`WdOnZ(NQCTlVZ=$lny*M7o7QiB3!V$55LSvA_XpT(fStNS`CMfLP{ zWUhUFrLlyCzb^8%GoPnbYRqt>(O>`RPa+6 zGLo>}!M@#3p5Ie4AwAS-*whVK`c@w8Kkni|cHE(A=W=2H`yr9QJO-xK@mLOwIA1*< z*9nxwWsM!7BLF0a3cxNo*StcwD%Vm=3bu$e=+K8=XW+bkgs^ND*|wO4>^38VgCx4a z*&g#gG5GRC4eqy?1QUL4rdz6&+PI`>@&7UP4t|yXQQPRwc1<l&*jGwY%1Mll-dnn z_N_Rh5O0M)*%7&eK`JaEBTLPNkx|aP56;Z3aMcQuyX95jB2I7t4O1B+;ShYMp%XQ! zw2q;bHW(zA&th{F$Hdht7YI-h|H2`|TgAo-?vXT*BxiN=r1mQ^Yhc@=!2PK$zFQHh z`j;C$-%=ZUoB1mRj&AxoOXQo0*_*Alvlm2J-Bm$4CCXeE<#qATfV#O%6h0w4!SSH0 z&6^2|;nw_K_r&b%>^>+!+<(D~Kw;u3G{4IDF#a z)(|-(13m*Zb@ykJ`pyFPt~<Ojxh?Mqpdm5U0d7R`}+hc*-6j%IOpqpGy5r7N`OuR0*VETjzYtT z2X$EOC+m?PUXW7HD$k_krxaiPe%4$jrTt5@d9>JtIx>FX)*691-$It`^t{i)$88s* z)8|<}VO0+0vRCcozUyvlJ)<$V+v%vbo1!&tjd5xvqseQd`Ktr~+{8Tw+_#j@IB!o? zEhAAd#>3j%(DYe(lYHKHB=_q4U?46E$Q!IHnt)D^&Xc&_$~5d;V*brVCjNlIBJ`r+ zq^H+K2WFBG2m9RFPN;uB-44CC(OOw)#R;H4$qnf1?DRSsBy=!10~B#qT~r|((v2K| z*Pfy*Lt&tlAn!SjDqlJs8ONwamfF=vFHh*B*C7$vTLGnU(V~U>Kd6Loz*@I9D zOYY_&dVEivokh5-u>?#E-ZEEy2_I6khJe`SLfwWSIE0}#DA9Gm2=R~5xx~>m+G(pO zZN+jEAkWa$!20RzUNeSBtXpJdYp|=Mqn2vf&*m=LhkfuTy2X6F&^(Ya5h*f_?83GE zG<|N(Pm$@+bl`PDz~sy6clw09=t)Ycfo1kKYsjWfD>YQ@nn9tVbQn%OUFX z3}B72Ci{Ib8YARV_{Pb>u^m%r-y8RJ+6>{P7y(SV&8DjR)89n}AGVJUb53~&7)^($ zlv`h3b`=6_b%1Is37<{(D>fIhGS+d}i)uQdT_%b#?2nPpzH39eW2H9>s{1D?T&)mi zB_UKOoUtoD^YsT*_qD4$}B!Of^I1FiKj(SV%|F@N}U^boF=4wT=5c zF+Ya4;6z6^b~j+W@;_^+Z4d+ZDQhuOKe_UiRawU( zOI{M%)P!{8*jGMRSOgi+|1c);NBvfEOkKkI-;t~M`N_5tXOG;UkdIDufWLxw7*(6U z$pWFKS^R&XbsTqIPq;@aJ{!u4j{|(H~%_(p?g_RFzEv$pOjhiuSQpoM%}Qc zIwUIk2GL|gW@)|cCp~&fNC5{N{hOTItBrxH1J8oQdGM4+IR~WU+OZVlCkJBjiduFV z7yxvCbB$t)rqoiK#$B;dS&NQ_ANHEdmOwgD3Eeqy0=D~{;G#-pM0Q>2=31OB%CX?Fq(@gLqj1R$MZbG@nm_i~p`ipPV+Uv$Hvu83R$n_U~>Fpf> z9-$8VFKa3*pyAKoJp-;`hC zPqiMJlce*BXM|dA4`+7Qq=mI}!*9U*dxyE?2AM@3AvScdbDzM@!m+_E7S`&OV}VW5v#~V zP?jS%^b2yR@kIJ4aCg@zgAu7NIg&P*sYLar$d-^-=ebttg~;ntsg%tjaiH3#O+LGeYKra~rzrvb?^l zggpx-c2Vm67}*|6PKko=ev&bUw*4MJ>hrY9oUVxUxCx1KKvwsh~@5P%pt6>wcJ-|u6>=h;a;8#6?Mr%W}+lw;EoZJyYO@I5E zuq?m={k8^zNahT;GTS{+ej)F17+m<`hhD>y&7=L}IiV=4xWV7Vy?Fp29IwOaGjYaQCIPDyGlR^bbLn@#eFwJ{W*Mmg1_yI5b-f13-@;jGG7* zSVs#w6A!@Ai%HZ&?uZ*&1v2vz%(${nIr7VS@IHx?j3YaU)*>ToPW{w(HDh!KH%p!E+_>1=YStV@}=CA;$|}FLVe6l=ynM zlCjfYJgu4mp1W|36KZVqGq<^KGRmxgfn?BO2cEAd+Ejw6e5YMq|4|9RpiB_|%FVJg zlZ#TN%OOR06T4}N2p*A9K_~}KDrcK3#@0$sTD6Pxor-MBLQ z$INU@TcL98&^O*CWjghL*S@zd1&qE<&Qv4Uu=W^|Pqi#HH}g3a|9bcO*}V2t>9@KX zUu*@u)c9(29}YBp#jHavB?NwYO|{Wamz_-h;x^Jr2jd3FLJAsJB_Rv_f2h&8OGLs# zqN=MHyU)z(@Azr~Osq5E>d=S3xwf-%Mn>PjUe|ChRHa@fbZjSETlsx(l_ek({h5^3 z-3tPyLlvW8v?NP{Dy&SnUkNM)ebgD17QsaA1};Gv5;7v09GV(yNJ1HJ;IPQT{S1L( z=a?7^sYQnM@HFuDAKMNCfyZUo&2eZ%&Gq0Y72{(;?r!_{uAiq^ksWgk>u; z0Wf-q!0IUy+A{9Pix6k*VXbc79mVnWQJZZK@hy#BZIcs|ds+Y{HEt(uMnTJx4MZN8 z0pP-U>NDT`-?bHz`VpDiY`})^7R-?1rn-i!NtI=2gCzvc{%3I{51=h8?4nj>+TQ52 zWUwJEKdfsW)7jRAYT1jnB?k3&KPu7DjNQxJroz>%!5ssjth-)6GpG4gQ|Fr-_u zam|w-;qp<7jUSC4$+F#WgPSpcgv26~&QpGPrJ62K_{xj-7rOVEk{Gb)*x&8{tj@5* ztvO#}w?o}fmYX$t6Fx^DVpNR=2jpI*A1n#WK)B1xCUdu^4}I2RSZyL&Ql# zKe`u0ZV+<6jc$}p!0~;L1`c7jv8ML6wX6bQ0^y)zS(Fc$X(a_A52#h(vF+Y_e8#4Lz6DaF+W6rIIK`&|~w1zDIRjB!?$?cM)zV8(? zYq3ZFrqR*g2K|YNtYJHjMM>4QaAHAT&Kf@9S8TJjoV-PF9=2$-drNTqV)1)1zS24e zp-(5+wh5^pYPfBnm-CebHMGz+tTg(O^U4QMowMaad+sL#kMl0K9YFfG4jLRK#iz`| z`LjCvCR2w{PQ);>Dg|TLHoUghGW-XFD}0$%)i#uTtAJ{>N%wcH>W~n>w#~4pbCWYX z-Lf*M&Eg>%MQT2S0_E7=wWaWpLmZ}LnGV0fAzEr4gqv9uj@xAoX-s%`W(3oEZ((28 zBc&r;1h9r%N%$L9>MoZ*CfNNv(*HTGM4pDO&~8~8Yu2H=rLZn$v z!_YJl!JvUsc3cuMsEJ34iFOQvLp*m*N#|zH@MbP}^@l-&nY2!RUy`hF=E_@D!TqxY z?CWZWqGtir^$G9*v(Sv|{E6m*A6M}y0tiK^ffr*K+wR&WOHtOt2~dRiwX5+^-_9>_ zmDvD*s;RHEH~%(e@Is&_RKrLen)EqujX9nVBs>FCw%aE9*NQ(-wjK*wD zu=au@Q`-CG2uwNpNs&@BC~Ab3d1C_>k@~)+I=XScFEODWQ4K5vSwrhj^^oDR3ZZLg zD4j{=($C9-6?i&pw(9TmFAur$4-O2hzJXV~A)S`1#(oHxisp0)JlS@A+oS>BHyvK^ zrB`VuJ>=T=tc28u%OdOcfJx}nY zs&8}G78W)Em(o|@1N?z`8RrS*kMF*1j709HB`t6Qe3J9Kg+#dKJV5V9O=9Ed zp5|ghExCnec#($cOdxt79D3OmrB{-wu(RxzI7#r=1-RK)Y z8cei5*;5aUbq9<7Jbn*n;0@d&_lb{lZ?4%1;yP$B@aOzIex%#S3<)7wWyd|`+V!Vr zjYlvOn&JG{8ShvAW8EJX0P%_k(JoCb)w%!Ihs;xF0oF7U{F)=PF!~>|e;b8Mj9him zln%5mJY?&HXo}Oh_aj=yRqs-Pbzul`_8xhISG)7)2+ zqhoFICf8@>#|Uwa#n@h3nE)`qXOc3?Z|WmDLP=Xf+bJ!@{jeF5R_7z^_Rc{@t7K68|1hkXGqW!kCMQ zK6hc=3~wU4P*d6^nW2o9Z`R}Y7p>-~m@+zQ&_vGgYTCAxU#b_^!R zyeyz_ZYnvlP;?Me+C12l;od$^EPv(u%PvNRtvVR~N=}&%JyvdUQE52!4E$iDEx{q5 zEgE`VRH-7+9$T;m)!T;7iS${U5~jV3%@DlvdT9OYUHYZ(hO^2)u&`b_8_XF(%Dp`1 z5uUMI&{A5s@4C(5V@#uR*lIuxkH8sFlNUC7X=L6C+p@&jtjn%YA5a8zfJI(ghJG?-fZaOA(Q2G)o_)%>4UQu7uQt z%z3M%gj5lYej@s>w@&OKHyQt`jl!~+U~;fuW=2PU)`@%jj#uHTh(~`tNoUkVXMg() z-J7Q%pI!Ke{Y7tqP^}QCYfTUIGFtq{NK&|i^9|%RsKfkk`wms0!lezLf3+Q&2D?F5 z7aryg?{;(%HffP6kFF0HtmHlz+}IZ^f^!TyGYF#lZbQGUa3tt^uQRy*1{19fCIyJr zb(6ptc~pOrOCA53p9CZ4t6aHp6GAdw!LhR;OM(;{ zkI^8T&H`KJo{_k{Asjbdh_PsRqEkF0^YLq}%-90NSn9zkiAl81X^62rOKNN}csOyP z^IkF-z^$I08Gwq@m2Yeai&}{D9gza2;V```?Bb+!&C|p#@x&jvJK5%bdd`#?*o88e;u8av@ z+6G)5>Mu2xPb87`O`?yg_|W15e%#k}OShZ>?&yW!`A7LQ7K) zo|;hSLAAV(BgqCR=i<{ubpi9aVt(z7zw%iZ?;$tuCUUCUA)l1@V$bbdu<fczCgVgGm=*hvmanXJbT@U0C^*0? zfyIRj9$}Z|rJ=!^V<|*vb{kP>QD!;hll&fFVk&%GKnA+#Aen4)sj6R}%-KGX^ENXy&5&hdmH}q zwQ*CM00(MD06>24KO>ny={BN%1pt~ImqJZmx{2ac&+h#rG=Em?b8&S&?fI}j%2wn8 zB|>jv)h|Bn66m*hPq8bl$O5PBX1XcGhDX3NXEG?$1KAEK)A=Ld6sbFc7@0LmH(wnB z?DLR_`3+}aV!S4BaG;+95g}PCxgS$|l=ZcKE5e#aqk&%|14+aR&>ltWA0(5Tlr4coX<=o3IlFJ|KKz+ z_2O8Bj!&(M_fB1_J1Fz<(+IcqRQ<_y@AiZuxv%>HM-x0>wg_r|5uy%kf zAX+z6b0nE)O8W{N_E2RnurjLj6s7zG-2u$i%tt2G7#F%ClNJLoz^}{af^7dBiu5_N z_iBt?yBuK3Rop+@MmLcz$KzE#zOb4ZlGoW|N zy=1`@~D-Wj!qWsfTbxKPOR>EFlk2@AzymsRVR%`7F;# z&;GQ9BCN@&4_?5lQ`Gd&OsaqJ)7K_bbn>ktln(bDo#4^}0w=9~wrR$y62=-m?Qc9G zPkSrofH!8>Ww;Uz)euZrNvCv@Q2~D2?cc7%PW|qeKmf+_oeHbyfz`B2D)<#^!W*n_ zzvc(n=_?8_Qf$Q0>n!yTXWEJGWr_|AKzW#NZ+R>rOlWMnkT|h2WTO7xFw>muTK`ZW zXpuUp>QL()l0Nk`INLwQ)!MbYMmf` zl^F6-$;UBC6bLn;22@koxzDuU{rRx`Cb8yMA0A!g^$xlqACaa+CNkO~i*`|J@QthQ zGno6$8Ngk=yIBV*>0#%6da!#osBK4$M%vO~y`)9?trzvYGKH!m$ZW5sTrvL;KL)+i zf>l$K@(GGHK}L~(BwF4PFa}8sVb2^E8VpG*IZ?AG%lG$()wuYYEFY@w=GmcW`G&R!SU+=0j-8P($@MOk*3v96%wV)j&GlN;LN>DlPoLX) ztNpms=G9>0f|19HjQclh9+amHOUuT};nxj{jCL(G>x@pr4V?LeskffIJGmD_?s@ZR3TjMkx<=_|Kqfj6WfDh)fOA0I8=l7LzCiRk2P-Ef{ zEMfhR^9{ignia`@hW#y-^P#L9isG?7`9nDus1CNY;869w;Lb(%)2}$=xsapDcC5Cr!p$G(*&R8>o(T* z{R6~3#hAY4(O^NPR)_}*42MdzBRQ-o?tL|hpw}p0i3xo7q zyl((^KM471q_X%AMq7jv;^$HvI#VxOlE>}u?T?rFoH2;~t1hf?YgN(_>Iqp}3!h!B zY(ziu!~tDjpG94y{~4u0$w-H|qPoOW-_a?EXqxk?Pwf*jzFcD1&G6E77Bn%*Gzmy^T-tJ`I;kkqD`$GmD=``p^(Qr6@+kq{(@8@2ZFh=#(YX*l(=#lDe zJ4=>v4E=DxZifPyqHTQSC_$=Qg9x;W(9h(@fa?U|JQ2OW_9HSzdFyAg{6}T)|Mdkj zxl!&ftKtGwT7+j^+TRLx+vFAOk^}$cU!oEh1Nu!J-w6W2_o8FbOE~#IKNW?0gY}kL zf;_mNSXu^`zR|`TV90DAvT`u2Us0Q^#LB;KcnfWPPtr7!XUuNZ-o0q+wEbu?*?3jr z-Xp}w%{op=dg@r~s{Re~N7Hc(zz;nG25Ene?PZd@k- zcc2%~Fh8#PYOglkm}_-a0s%EylUxBa(EY~lmBNf#)o}A$dplZr!KZeCSOW6k1LdVf z*=_z0$#x+DVIX@0S~hZK3;O4%b?CFM;N6%29Mvch3gpcONWc?j9s-i@`uys@7Gf4r zdpi#Rp})~B-cK=(?!QH&UVPh)8&(Co?Z$i9A;FrH_(T>UHn!DK3lh$v6) zefFDVXZf6=l9DaGJNfaSMbLDXBZ;y>zYPRIOXlKQV#YHF zQyg+wY8Hx2omWX=RoAu}NOC@Xv1s$O@|cZ?@T!AG%97@7BIH`SudPC-D`@}u8Ff`o z^&>M<_lkKFYEbnWU8-c)co%~yI@+oQcfO*N^|wH>G)+oW_BpN9^<=;&CBf|69?s(qoWEbk7)+Y%y-pM~MCcDtX2SjRoU5<|E zGTWEfud^yQ>#fGYCy~%K;RAxM-L`AjK;_M9fx1_*0*ouO6(X44ze-EcgYF)(f1+>C zv`!=r`~>VQ%Sc#{Ptc2PI`Aq`*%YNa1od=#7YaUWYkTPYDkwTP`RJ$|Gu(ozTV-?FmVSh5>#yQ#J_!HF9qRBf$->i3m4ez-7zGUqMhfv&V(P&FP}LM0 z8HuKN1Hl2H-k82ebmwt6?UX^F_KSM<*aVT#rN8^AjrH6E?C*Z_2Y7({TA7sKjSnEN z59Dh7C6(^c6ZCVgsGtZv*UQy$j#zUXO&L6*v3&m)rI&SDa zyvS#X_!g`VaOh0nMb84>DSN&{?_(n2*Spkhe?L~Kvx>XId6Xk*!&fEV7A=<~RO9BMR)Rt6z{0^9( zTYYb8!<2nAXFun}<5J|^(f09y-S!%!KuFfUqVbxnq8drNgS>$YYQF{S{WGq3R`$93 z^}c7Yaas%!`U5HoU6)dH5jFmQ9y*2zsjbCx^=xzGp00$|+o6vCoiKE~_b@oCh32MK zpz?5tpi=%EJ@b~Szs34zV&Xx5md!m`XTA=P0FdT~ztjxyIXMXkKidv!$`*s>uXhQW z?cT5fj?gFkz^$zdg1;_{>~>#fW^U}4YZS;2UWiblLl65ijXyCb1|OhJX=rz{Ri>UX(^rJs41$;W3uwv-FM2<=R2Vwpr+K(8<#9_tWxTi2S|iRj zhyxf87MKB6_#LpW&$-5KmpK*nSNaD#;kUuTRGqq?8fjf^6Qggzm(Y!EQKJ(mU_E~v*w2L=oUU_^gS?2;6~o8?&+{lh zJQEJo@;%#c)XVg zj5tz|SK{b_eI}$|Tw&C|xfaiVU0(;9FQ;&U=2X@5O?$-TE3r(^_6psVG5`PkCLyK& z%Wvvu+I-%P0gR<4Ut^zcONbl6?$TD)%Jm=k4IJy^SQUDaqykq7}YJan3In zo(KewtK27^>y#hGX&-0$Pd6xfi%Eppt`UA^#cI6Yzm4R0NgukI02TYoOZM-6s=u}b z*}mK!37H9K!?kgS2pUJ0p~8|-Nd+UJv3)9kskM;0zmJ;8^kkiALbJ3PcZ!N6NjP9;fvJE!HY@MYlJ zjxxe?3C7MAMV{urYJ1>F`6cm`pm=CMy=8$4IQ|VhE6#h!;M@4?su-Qim!5;YDrBDL zi0Pr|fCI5G%X9VI%VxHXJ45?q~UL~o6%p_1B1JgI*owcu6W_CriDN#4i5!s-h8 znU*lRv6_Rb`IDS1?#S-4Lf+(jc&_oQS%uD;R?eF&tc)$+?~;;_>m}O8+eV?Mr}64h zVo+>>s8kD$tpIwjdu3$>1qwXqyuZd+Lu18qvu#Z$U8C;&RTyH5G=@I0%Il$loYqgdVy0|x~i_KQmuT$ zJOYTvfg2>k_&Yl0aIyByVRsIYGtTp0H9okRka?k`X6{gCEURVFSW(8*l9eqU%k?mu zoBJcM4BLN`NXRYd>GNl!Wg-!ED$ikAMK`jVy^PW4C(l#Elu&_Ao$b3x^>(=T;dI)+ zG8q|oS)lgEM;xT$Ba{_63wTvL&ppXM_*1Xg;9`8t0qZKX@wlD6iI!1T>~?;6HyqJ{ zCrebynnNR?kSu1yB8j=F%I)3FAp4cJXuAg7YGV^c{$pw?pSmEN6fHg{wiHa^fXv|{ zmi2}hU)mL|)ACQ1i6Y_Z{!^0lGt%$Bbx4Sm?a(E_aO|1rpr(Y+at4b;_Fqd|h3gAVPOO-;BJt zPl2hKj@-bf_y2MMzM&PzGkyg5ujY~k1@X=`0~q)7Q&+ z4c(6aw&1%E&ii(aL$4%r`ii~WJ5&NgV-YoIdm0S!FWk=a+u+@(GxPG^M9D15-7U}} z&e-@h`WT6&A3lcx`W6N(raAQ8TIijuRa~%T=Q6{xtG@fQ1?}xs7RgOHQ?_OI>@fu1 z#XP^XWs8g8K?O3ZFqKh`E_pxG9B&3js-&`B7Ky83-R~E?l%wM zI?;d!SSLKMjUF!=&FV69opTa3qH3*ecirp?>=ZdrKT!PszY<)tl~cff^g4*VOUY&P zo) z5i!xxZ6fbc0-h{%&3OXLtE;P-=C~i30}JpieK3!5=#8+vfTlA0eKwCu=;VUaHavZ! zX|L&!7Gjox!Cs8g}FN# zWd0z=r-1R`_ZYencrsYsP~tZ&@RUHT!_6yeL=`9saY*C+u@vQb_voW2XTB@RPrtt7i&`wp7R`6^GRcGM89Dv!o`?Fin4)^;mFcyBtJgANsz->bpzZ*e$4yUB)Q zXwb5{uI|&wgR`Q$0_z)S$tf*Eo#|P4?&CFHc5b5AyW{X)&QG9Ks1-QCHga|T@W#jA zUO&4VPVA~x#HXpB*$GdsaYhD6*S5LxLydzAk>j}7wd_B4ON-QA%)?O=D)QGO#d#nz zbM+;pIj4zo3Uz{!S#O>Y5C8sVPurfFt#~7;<*EVh$96)lZTwu1=6CNud8=MFpN0(l zK_Xc`hCsk)4jk9YcAK_cj4NyfV1I3`99jhwcAz)g^!l!|^<-#ZAOeY{pyB6E;>TQEhC0SeDwyLy*VoX2ggz=XjA%dD{1+j{6zxT^Ly{2B%Pdru!j2XW{T8+(qZr(v3f?3Ej4KcO}yQt`p!g>Onb|BPK`s+%Kho z)AD7fEHq@e68+?6{qEHsW69(^DvRx7Bs|xL$4#ZT7Ad}B*I(eF25JU);;o?49bnI$ z=@N$800z4hFbRl8zA74aGk0h&>W1?v^w-Sy|I)#|7%4y2X8$P>*@z-2``)1LFlstZ z*^xActP`vhD--ElE`c#I`vDu@WRbLrF`6~5Bu{=5(?(27k7wlh4~IZ1ZZ)xUBr^x{ zv4+o-a%5j3I&Z=#%6I`W;xx-+Uay}9X2x)Y;$XE}%VQa*xH z3#<%(k7a5mV|2gAqis9H-VMq>WJ??O%b)qfBP|Qq`73*Iew)xI=IJjA<9ryT5(#OU z-ZohTNN@5HVB$`(&#q(IK>sL=)rpx`bW+Wb=(jmVD0Gpj7c>?(;8Sp*Qk3VJRD0gj zq7=;UdST+5^=K?QZ`*{`Jy*zTSZt!+?F4Jw_)V*29e z@|DTH*cWzv+9$fY8A%BXKOc=G6A)l9EuVp=qD;OWTXk2l_Aupd)`8?Qo)G9~W-6Qa zJPZJ$X1zg6kvOvDykfw4bX68vJ015ZN^IbzZOEUwJDqv7KmB_`D0OHGtqsUta+mGq z>&+bWF_r-*<)J?F@)TK0>_5@2yT7WB)+OJjI;&2{bb8hWx2QuDkD~|iEbkv)HdUIK z@3`4k#BSW&+VdW{3){qbm(>Gr&d=3CDnPfN?Q~X&kSk!iQ5Tc}4%*(Q?WkjqA)S&2 zn0&Z zN}pP17vm$Q2}NZo;=7IIRFtVra&Mk0!QZ)bar+|(qor;2d>)1Vp(fB>7SwSn-nLRp z$}ivv%XvVGyFE3^zT%TzGSok$c$WRpQn?5_oMOGfZ`-W1`JPSa3*a=RDUtbSLDNt0 zG)I;SOZvvgYGA(p%xevHe2cTQf3Z}j>|bnL#tA&c!M5D4I!|`kjD|u}GG7uzBWpq4 z%><-)ZSLa&m}Z4C+WuPIJU99~Il7a#3ZK6{)Q0}1X3vteh9|*&?S_xtt)j@j4ZVbu zfdSOK?oKCxt8zW2^3yf*;^ryz-g~5X*fyLK(R5(n^B&+kF+$Baexe6x_-G(nzV!}) zpY~~d`!82Pq(_^b`Jm@|o}OX1>XtF~sHR)7Iz%)BdzA% z+8Hb>pK{MxIx$l50<~OM_9BrbuH5+BosNlo;6jRgUqU5myHw2z_=v$bVDgHaKE@z3 z>V_Sd1mv23jwYjAG+Vn!Z515bG0JhrDhBm6nHt%ePd|tExX#f-WSRkprSTaB=YZt$V@_=cH==m@*zGJ@q6|wkk}d|6TZO55Ub%PvuW{hT5{YL ziKYj`x&>^wGdQ*s3*m>!aA-iXnKE*rf0C=zz~SHd0uA|NFHI_QKPl0ti`p%7XR3b^ zj)@bgUS>*mNl-+{Y(WBNK^)8m_|c0fVn!WVgW`{zm>)+g_bLgE#P0hseixhjO8s_< z)|_>8YJR@3oY4moE`BtTHJlyHot}9C zm?t-UA2<%o^hE%O&xxouNtzPg!hL?@X-&nnN8jdmh!4d^AC5G|5JApFgoo^HF*(Tc zQx5ogBMrX^ZZ#sdCtrVi$Tv-{t!JpfUD>m$p7H(8YrCEK{rk%XXax^}Az=BRJig54 zozlo#1eQt#@g25PF#n{`j~G0En|wj;Z7(;0XbIzU6<}KccGPoSz&Xr2e2TaoA=x6a$ynM~48XTL>F&I0Zx=NRn>}#%_`B5M|vi)ON`SP3bZYv32 z>FneB>o|r<7z&c&^EnKK3#lSp_l*6#!0OAH2Ry1k9;@maKsa{$`g4%?Qt1hJk~_Bd zg_5^RND(L`y5vyReUzFPQTS8#>(Nb1$8{4P0RRgLo`9ip^q*YP=v6LQ!wHuk(f!f_ zsa>e(>S2%y1L=wbrJrFAERJN6Ud#eMYBGi4{Kg|cDt$DVW2Z&;1yXd|45bfoZS3z5 zoToJKOeKuWxA|p9%WYa)kA7UJM=a?B;PBghy*#+S0-5hJkES!O86uYpkf4=Yd|z%o zP#(c&d}Z9+9xS%k%XSvaS#!2QwZ#|UCIN!SqTOsdJr3+f4@7fZKC9bwW(LJ+)u^au zsKKLuwLX{1J6zUS&!U<-gMBuH+O5j~dX2B1-lIu-$>2L2p1l!~n+z6gs*Zz(Mv*)jG6uK;hPylB23wqw{ z)h}X{e?f zz5pE-k`nAW9@SU^B-IQ!LIDXV*f#)2WEC}p)G{MJRA5+j)>i4f=yO}}1h^c5yEFHq zLW~h!>2JL_IJ=u-GS>3sR|>poAW*k_3p3d;cZU-++s@2F!{$4ciw=Fg z{%Zp&r~61iY7i`diLVY_R+!JYp19`k|Hzjs7X3<-^vfsSs&<{NXbALI{C*D`6qa9{ zU{^D*3e=u|!2d|vU}(9@E+G-aJ8C#JytfnWa4lU7)=|Sq|Gy%O7@Z^C{-W`sCE93R z?)%fu3y09j&}iV2(4N%d=^m=oem35^s@T zU9*DMhm>>ufWrSn(^rPI)iqtGSWAIYpvB$Y-J!U+Ht}C2`*`sUL%;ss-{xmNps1s*~^VZjTr#-O;!vpz~Ul{NKvJAco1a!J>EuZ;y zfVZ`+EAc-?j9HJ~2*LI;1C(QHF4DpufTDS~E^XpiBE1`Zh>v$s)5sDwW zc=-{sD2F;G%)Zd*^Bmf%a(^N9pj)WsTJ7iFktLjQ;spKe5xQ!n8Fh;ZQ(8UMFyCjP zI)QE18Sg#<=YNxiUC}YeS-r)Lkk*@{Vuxko=!vSo3Ztye_pf?WDN(bh^3`n5u|jDh zzIXy8n*LZ-b$ECPsscy1J?y67L7(r>S(IeK+co?7F&aiz(k&e$N*7=C(8lWVeTDWF z2a(RqSB{dzAI*q}Iz*8e{46ZXx}LW`{qgXL>pva#o%$)^YP$r1m?mP{k_8MZ zv6m%@#?G^9uvllvS8Gk*9J1`@Mzql)>Y4}+OU02U-SZ+Q4YMvgfKwKGv<}LZOsaoo zuh5Q$CHXhDu6)V$F>~stV%_;o%lI2R&TW|pCj)mz=`y8zlVr&SFNLr!G`YySaT(H3 zVs{|&x0%m!`qeSQY;M0Mbz7Pn4uluzC*Itu`{GdgX^6u)P#;hg2q+25--^yt4m=R^ zy2v-P>fe^y64BopF?UbrA2UeiMH9BmUz|wX;*2qqEzRr?R*rVdmqX3K3fu z^=zgHbN(E{q^tdFxrO2%@IHyu@zdth^Wx#9eAoCqB-OMixh{+TcW)gHr=uv zlHsn%y(!s=Rt1bow=!kZGBjApq1NuIZPp;VZdgtcU$fGqyfQw2r34VJoSYM|cXT3K zIS0=+GwdiNC^;Wj@9-0pw|}KZT5V0M@$%_g!rvZLT+i{N+YQ?j@8#3&mY(9Vq!X^t zDjq5*l8_o539fowui)g~eDdHaS@o_=w%k8xj(o6RNNZ~HS5ewO;dFME#jJDUZM4)J zg<)iF28fVcVlKybV-7D3o0=VYuLJ0W`kp<5L7TO$0{E2u1NqU6_&MzPfF?ebkP~X?`QEY{;^AM2EX?9 z6aO$+m;FJ3j;Rp?Clkb^fZN*sy3L<`%x%#Jo#W?b ztN@Zdny*}pw1!OQn)-?DMGvFu+6qrpUNQd@Fg~dOo@fM@do#l=HCA{R4|LDha4^<& z?{Ny9;RIT>ECM_0>u|E?Flx~Km;OhFXP3G<12E&qyPZ9Q=4``2YEg+)WZCtm+pi8eJsP-QK=^_v#JW0; z{hRq;%uQo$sR0~e0gWQ**X@MocWfmv({HD;Ve|GWWUVHug8HXsUl9KM!o}SV|3dyM{9;0!As*Rx+_7hq+3R;|~UtZdNi3|iQl`dW> zBVNxOyqDwR4w`wytLxY}o*WD`78Z}``6Uwr;dwQEd75ZF@-vWW3P6wT3#|B;(n)Oj z5rylNb$pNzPG6+g97M<8=$vx>3iHXJ&6leXVY?u`(;5MZ*Y#rC>?8j%3OQ0!O{Ifuy zloHP{U8{|=4MupqMWNZO^0KLbv$J1(=_!;ZdX2YbR|L@qS^SZiW79b$FcjH+KqkCw zVmXN#F10jCo}m4)XM9r|d2fD#lmFtCaquseR~-5i&=kJ?k;Y&%@YoZzN1Ed^b!wPH zvN57dktS@Lmr1gMY$wAorMBhZJ(JrZ#Lk;8QJ&CUw6;re2H7D)8{CQ?4$F$=&E**8 zPiy446>CHkPhIIzUmw~EV{r~FI+_S}v zporyNgpBm5i(?Ed;bwqCykA@X%&lyhoVG$!T84%V*~U2X-WzbIuytR9q%Gh6-%z=eB^pmZQ~wA z<~yDfXZ_ER3&ksk7CJIt=q#R9B)|w?j4HpD9&`$uAK0HX*Ih~*erkTE^78}n`yzZh zoSND_!b?{PnmvPyPpgX!jNV%*o>KLB&f~d(&>MeFTERs_rC9;rnb)o?d*-5DrwDuo z9{Gd9V$WT*Uq)-*KzZb&*hdCtTZB|-+aKfV?H)7F=}AmbRnPHTX#~ns(Y$#0{Pf( zL4o~NyV-?-!TLfZkJ){bEdMtTZ?#pRdFE>7h9s)S&ktI-pF>t4E20PH2Zepw2;D}j zEnT;Br5YHHqz0w#%$t;JPvV)9-T!jEt2qehx`vnD^vTG=S_*;}Dr#_^-8`D#=9Q{^ zIdjFbg{bykx3t~nW9~G`%t5Gi_PE}$ZKy;ANQynE_fb8Z9Pk;JpAwq`Mu-c)a|UN! z!8ZYa?g<~{u)-xlZz!zAktAd&acGu1vePRt))%4l7Z<@CStqX9 zP1r$-IzBp}U1+PckWU#}Dg}i4mTUbV6$Df4xEXvVZeC{@L&x4cYMg2mMLkT57gyKS zZfP^t{MYmAV$GO7ub`-%9hfl)j*tNqX+7X|IlJxV;~u(~F8-TLU;ww{o(%57vG!*x za9j@fiHR26llENPmD7sJJhaW8N{e4!xaUv#IFr7k6C;`LJd^2GfAM%Ulv;jptx_%f z|6G8)t#hH6leaI#41utqx(j@(>W?QceZ+i+Nw^fjS;y@wXQ==2RzUMiosJGMTnv1L z>L`foN}P14n0rQ+;~xgUy+w+=-Te9&Mg-69ldQ})vYsOGYv=7{!;5Lu#=K?9v;dTu zMgAFNB48Qak1d~(d`}aD)0;!GPVI^}_REFeJ%Jt9i2@v(!$X&b#*8H+bH-k$&{qt_ ziRddMmJb9cXC!Uv9H zH@6P5%V5|^Rc)zp{M~~tOPzj2P1$q*EzGjIlJB0EPL7Ll>0knK!k;d7K5T!``M2@L zb&ai}3-||oq|cnXQG77wl9slb_lueP8Gu|F>FF6}+zn9_tF63&Z3N3@#A_}udfk z+Vzrqt8do2;2sf_9(oAB%Xc{CwiVxu$~8ldbheeqX3J%ELNrDaI92jyqmh z1(b>$5*lS%#nx59kIcJ?V7uV>64spR`AW~@bVP`f@2UY|vIV90?JkRbGXpPiOJnV? z`J~b!Lo~q|X^>$xEm2gZv(T>nVdBz*-}o8(j}w6ca*6WF`AoLt7fU|JT+2}=g7KptVYZib#L`kA{4idGHI3GO zAItLeB*mR`HFM7+?&&2?l8Pts+{knodtNFtZU%PyN^$^ZTQH zeD}HD`UZ=;VN$Cb;dHFb9!B5?qwY{@YuoX(bjC}@2+avBu-!)Yc#xrv>v;NN-4uEn zy+4zx;3{a~44J@Dz8#_K?dyfDda&jPUZ&#jOPx;gqW~gu79|6u+s6USPNFd!Es44N z#p2?zxOH5uU_UNz1%>)AqI1$49CJ>umQu`TXQKW?bE7@O?YEy|@RlaU5ceJ{hfV~; z6#LI>{4ppX_e8Vo7>I__trZn~#26>T)VKah_uLDI-F3GY4yLWazdPq4Hkk?B*m_Rz za*{ytxti#z#pU-`xJ}7hG-`=v-6wte8CM01r^(*braHwATQtZqXD+$tYp#Q!x6j=v ztL6!PWN!5>Rr5LzOaMRYn_fOtF3PdS4PgE|q*t5L#MegNlG0lNciMRlF7FA%SD+vx z@SBhck2kDEj&YQW=z6c)1kmgww5SIUD+@WW%cnl}Kav+nQj(S^h zd};m%qqVGcg^$H}+XPqkM|ojPZUnbA-rdyGt^NsKpuD)IqlM7!!^o{H$mugN2?w5rUpommN3liGZk~HZGjRI46#qx7c)IuAl^Cc0 z?F3-v;a1KhvW))NsoJ!}y}{Juj!cV^=@=-(wlDyv#_qEtJNh=nR+b$Un*W{m3;r`v zqM1-10bGYIHm-bYqeZ61z&QfY2!FQ;;uEbq(V)isnuQ0rnqP>i9MET{&OQPG-** z);KKU$F4R^2|iES9FI&OvF4iD6J@wx_f_&LfaG%5qH^Rd-R+`!(|M7wtsHZM>)nXR z{Bim!L&FQSNfSz~OT->@62IeKgYAcKO1JA;hn^Q|NX2=z9tF@4kZDPIz zwXTK;=zX< za2eY(3{)1X#PeJydL3JyVW9|G;utD?^)caBr_g%G|s=irN(HV#%8qv zNXwn!5|!>KTPg(zofIoL-(m?hHgJLhLaS%LX@nld@4OK^`r(ZZmcU2B@n{oaWtAXz zT=Bi$gW=ZXtclp{$D1Q|82|TKb=UP$<>&92-1MbcULJ~Y7S%r~qDpE(BoNCxTvJA^ zZAn)d>J(({Q&|s&qbA-4-^0SoYWt6!!RE-c7{BnuFX!vbQ)0K)8ns6O{**9=9I^R7 z1C?*Nx&1RKCwc}&cRivfcKtHpN4ri&?P!dW?I&6s)ag&p8=28858?p~(~WM+=>O<$ zL$)uVW~=kd(6`lmGPG(=Xe=+g6h3cwp3HjrcN z*DmQn^OP8Kvul;-NwiNi6z_CSz)$)1Qkz*H7MS03xwVmdm3N$+H6{M!H__41bWf387+H!}kyZH-dVvrpDOFgy1r;@Tdx~Vp;7% zZwD{@mOH1ltxU?xKz=3kd)#ky9#ejjqf~t2G2VqxbS<4N=;QOEhLyLpr1A&`c7|ct z{_P7_lO4h!khDekj|t;Xp=wa{TBD z5UJO*na|SZ+)N5Eys=REN4!HWh`!Pq<&D_W!c5~i7p^tzltGX3tTF)qNI3=V)yj#9 zIZ}*VXQwSFC8v&pj5&KDE;R$yVJ^K{*Yg@G=QI4BZ)`qO#M(^3|3Srl#;+oE+Z}7q3_&``Jo$XbkTA{$~X_(tSCVnmC(; znAa*v)3w!-jWEHXQo(WUR&X47>Kp2ulD1$RtgKdq#&IvJaQ8M9r5e_S#=-Gx*eJwM z`N0?K0LA&d1gUM{6Us9HZyQJjeZ>mpi&+XLB3n_grS|h&9A&oeSw$VvrL`ipPxUOQ z8C&S2t?9gs&AQfDlfbC5ldCT}KT&yvBd<-{=`Quo?rP+Umqirep>(T0k(Twt{-@8UUr@cfvd;~#`sp*dES2r# ze!fF`j2-{fa*0?QYw-R)uYFI(JyAHVxJe`Hn>vdBvpDo|aQnGcn@D_YW~uQw$tRzz z6>DbsfU}gbX$li%zg6ZL?U&yezy)&sZ6%39la>aFWqY_j=#9vAPD2A_3l8 zBd$8N=tcNt;bV~_oRHH`k*cjT(R@?fBz;%ihXLHT0of9&wFt?GAIM`1oxSXAUMOS# zUc-ob-Qn{^{+;8O#BN>0@_a-UL#{ZHyU{#YQu37pW*9O>9K%)*k=N>5i>dDF+V#Q@ zRxka;T=$?SPf&QM_ly%HvyA4)+}v>f@LgdbmRn|P8T#>ZRz-`FNlC7qp-JjTSwDo< zEf)Ff`=SrW$DKVDlehgj5WvvSzkp6Tx!8o-L~Pw zFg5)_{{UjKG1pzQ#!&&z{*edp6bxieN-Kew6(afK4zz8? z@7UOXiN&l2%`>L9Wzu4iXMZ0%KqNJq?;QmQe}3cTQEHm;i}enDy-0PKY?+YktI>|* z6pztq#vzG#Ugdo{lhttiRX2)>ls4EgqeuG@gasix-@gg_G*4?y$nSeDBYUlS;Pc-x zc!va;hj8&UjtT6EyS(7zA0-WPB1$*1zA-isad6?J35{e|l}C|!X=ZC*k2GIa%xNqn z%y;@3;7t|mo8Y?hr_7;fPT4gt);F)h6?(w{KqO2ZtD~5}^6kT|_SI4K?^4^5pb-ma z5*e8o>}YLT^vUO%r<CrHSUO-Bb<)WX~`e){R<>d)x{Dv6$SZH6*#=K?wvuRORZAm0@#7?MsZ z5?Uhj7krN!ZogA9>E^cEc*Uku8i3?K6(D@PnHs5_y0&y8*Q6^b>A|`uv|Ga!=C&{{ z2%1oXl2km+->Xr6b(9;z!j-M{BRjCwj*i$L#2jup{)>;2L~z@B-*={1HcT{t?D@yTIh*SZui3oVrT9DlSHT zQ_+CRp5E~Oqc5=19MJCFD@ zsNmB>eSFEKd$6X#JvgP|Vx*%ci8lb&Kuk~+ce>K z9orfvig~=OKqi6vK=+jD!)=K39R_6PYs3*2lmL;Ke$;JrQsvY$FBQMYHKwXM?V%6J;=cVQ0nIUSEuGBPsL z?M~fJryqxIDn$;i^(;kn_@hkgk3GjwAl}KoA{MSP zd@}lhtKr#O?U_OJC@lDA1Ali~2TU+iIRxT5tc3|5bRD%*($D89uzuc=Li`LDd}8T9 zfaH%((#&_Q^FaC}#ktNG-A2VmU-1Y@=parZ`K3;G#HtkF=UtuJBmlTc0Ev}XE1#=X zF;ndXDeVX~kqIwVdL)2lY2=!pxRr@#88wf1Jqmm5Lf##b%~`QFnb<{9=l|>tlj3f4 zgk_8TCTV%9bsxBB3dDt1a$>40Li2Wj0F>#3NSdc%YbEH%1)f^1^V6#sVbOj|MyGLg zFe$L=HY&qmOkZux;qQ?_j?{j|Jx=Go3g@_(%-xO4Fp@csRR{$QW-v|VYU#WetsuXL{OS)I?UJ23g*p(GLi1_csdCLKkZuy1CUO)D& z)t}?bR%LX$Eh<8;EXhz=had*>W^Q1uga)nKEso>m6H@+K0n*N7{Z5XW*rT=60w=UbO_E$}dIIn=RiEYf=+TxJq%{~$U|#Gg<5E{VSE<6i{s?u+!1c6k zYTU8In$ul~^H0ORl%MH^sjVi_7iV>Liqm$uAd*TYS(`fXI9kd3CDHC-cSuS8NXf%v z$I1Py=X0qsIfKgrVgk}a%Cilc66n;V=sdt#SFz7#kR6DT(J7X`v zq@Fzn&e|@2gcf3CEx7L?T24(#t*-8=;dfvy;oD%oLN%Ue2aoO3m+BG0*=pr3+JJv$ zh7+4(lA9F0>s-``Hns(vG?UrylW+$F0S?U&xuzI`oNQ0OL~ENuAMz@ws)nJ-Rbn09 z997IFrWH}f_8HVXj`1rW188N=oHx@2!pAL*ABbEqCDYx)Oq^OePTYTKD8zq8Rb^P% z^UZYTjJj8+*iX2rr`BkGnh4h%w}G^~0hpqsUne=Gr^f)oo(7!oAb<`)j$G~xw|9@2 z;*B(pq(XweBzc6}Y!f%v8@C1wMDk# zBGc!z2C*ZvbbO%wU=O==*~QE}kG#a!*~PEtBXi|)9d-&21+f9yY?z?}%MS(d)Ak1Z zqX~}b?3K&uZtlM1^?hnF!NwxGN)q6v5&7!k96t;v==#K;O4*$6mbm}LN|`wVnDC5gr^@q@^sG`E5Wm-g~^)Ytz8KouI$Z)P22c3OAkuxlfsC#F@0kyUtq#*(b0KaSY6a#n5F-4k}t(hQY?nN zg{a`7)ao{T=hD`Q=LK-x*9f!fi;9a8AJL95tiFACps@6ZJ~ zkDhP*>h7^@YlZii=P{Y+f_g9fr_ZAkwj*R;Ijc)V z{01|KJrQ)AmMrmR9qo?SKR=E<;vOXe!2mHjn!*fm6rhB>((Oy3S>5={z;jLYOWGxj zPY-65aUXbG{*EUoAFVs0>bnx%+cB?n`?Zjeb|cJ4;um{0UVq$;_iFq&H7+H+H*you zbIc}?@HHr;VYoVK4drY5Ja{Rq-aRX0h|TZw*Dv&JYo1r#AY9%=M}YOq`nkhIQ3$vG zM$G!IuH=rrq^rAgn*qoA>=vxq6jH%s{6!rsncNj2Zdy}Tzcj7wRIHaQJk{K0hQ-1a zb0tmi(WP{&QydAQJ=Atv(2|OPYQ!|sP%)d@^$|zPt2)kWkh3WCH6&jo+4@c33{gx_ z7Bk51=++}1+m0T*P-VOoXa>pjR?^hue$!c(S*{N7ycdMFOUlZ;bKd!q@xTxK(7_3s z1Bi`2i%Ta!K5QE}ztf1sRIWMw_WMR@bvAWANPq_bbZ}5=7&&qZXrw)KlQC(%uX0>9 z$D}H4^l?S^;411RG3BSg|LhO^+N;OhHt{YKTTh7yenQZffz0s*rrLxDS^;u`82i;KwCB;Y7dP7*)`~j-0D-6oP{ej9jIWyKj$Q{u9Nm zmN5(ICaNwUuER%lAo%eNAGxDG-V_0PZn(V_KD(Bye{bY}_zC97!PkFkvP#IlMwF7e zNxvU}k#+KxVloBAwjTRBTJ1e$XE*xj&L_V;Fc_TJ`MYf7^!?Vv>*AC+~ zjyCNt_)OljgN(}Hhz;^YwWH zCbtn}D+g|k685k-8t9Sx?zXTtj9?fq-I$^LwQjN$c-AX_pAWs(B~U+%NOWs_Dr@w?)Vj#L;h21280C!a)KFpYuzHEf z3`#}Ihk;Y|8D3@7XSZz}1Jd|bYZW|_vn9)uC`2t|trxJ^(i1T{D-GN4203I}5;>VY zFPH;Ju_sd&m-IG1xc6*3*0v(H8*F`ElQDlPK@<5~CdLGNJiDVWnf+(dX zZOM4yM>~_O+a`v!O|$vgOY2D81ARvmlGHR;f*nd!LtEcV=SxA+A+nMZpfP|+??JL( z;meMH05S1wBTr*<>-Fh>a+iQf(9G_VVJ0KlN#sXohtTtABlrv#szf@;z%&{E5 z{Yss9*h1r9%Mq3<&vUS(?Z}qK;vrU&V=m~b)~!TznksYT!ziJveW=IvT`R_ z#aXub2zh@u=Ak(gl47)FBZZiFI00YR$(l#P{y|V2BC~!%pqM(obDn?zmVh`10+vKZ z5aRb&iO#a3%x#=Ebtk)gS9R>dXM>gnSg*m&U8v6Q{I=iAYd);TA> zb#bh>+%MYA$cBcXyuFmu>zGQKt9*kzPFlQLg*aKTKFp#hiu;DiEd!fRL;HNiqAw>_ zCfoRHi^}uucL?9uD!PR#7#tJa(UEVT{r@Pq1(s&a-2KRuD`CU=Iynu8M(deFb~Xw3 zJ2?-bKzh|k*vs2MW!Wj*z%D=7HzwNc9_&dIKK9RL5rt@Qe%^P}bhRdrw>^9)>&VS$ z)7ep?cnq@2s=^Cs(02mFs? zG#k)C-tTLyAAxHMN3%h=C!-#~oFge@;?_mki~pQ%J7ql)7CJ55WHj$HaliAGmhIIM zBu}~)1BdNzeT3#=hV0>3Bs|8#4C#C;Ojz{rg=>=$yU&(aME$j{#~2F-H6J>%d-9@^ z)-(3l;@cR<)$MyeZKZMWZb-pQP-xI2tUVR)6!fEUqVYV%C(iHuqLdV%-=37%fB`91 zCmVv|dyLitWN8|S7Yf0>Uuud4Twmmh1k|*(y--0#g@q3<{1GIof|(QEAQ?vZt)&gS z`)qAzomOCfJv zs4g|y=C`X&nsP*p>al{8CAHr|o`fWIxv5svoGP9s2mNDt!vndz`0Cdma^gi_Zox;I z<1O`RA0__YWJdpfCJeMOu)8%dV)8?CSL~BjU1gg)tb%-BIs_TXxZIHsJxW&RdK~l3 zKETP9*TmU|nU*%Rw=id=>+fi~a|6{gJs2sd0p$x>STu4bj`K+9@lD_9|XTu$SwHZbp zk5fG$hCGQ%d%yH#aam2Z94wtu!2FQM#qk=HII$-#qaRtLJ)_m`ssojS1_Kz@tr0^r zF<+K@JNx`*rGzS4k4zx?to=ev5oldG3oJx>_HYmt&DL&F&TdCn*4hbYDgmy+_gnt7 z^YVhw_-0#PTjtu&Aho&*Ndh9DXp_1Wq0ck5R<8}bfSey&apq&s9>xSVk|Bi3kvrk} z%3ytJ@=LlSK<(vi-mJn#wB$$P-g-$wO7LxxC~HYEkcIx>-`s7w^Jz{^y+L2dOQ-u& z0%x8G9Q~EsB)b<4DhkO-`b?dj`Li*0)uXcWc^-Vrv}CnHuJsQ!st^%R38Fj=dal^m z0WvE0PcyAdV^;Pbs0GaO52hZ6+d!0nGDil9m^m7ee{(nZ`!Py#qy^7+sLfMl#Pcaj zI7DUJPA&PCL-TXCyfnGv!u2gMwT{k`++_VI6XyhZ0u_p5e~T(~!H6DI3a0@ZQy{0JX>HRmQWi9`gf#^XxeA&zz* zwX}atl1?A1KL-m#qqcs@~kTX3Fiek~-(^ zteo@H_A^g-s`S<~zK*sN$7|23tl+q%Azcx8O@F*Hjr%6EnlBusjugS8DB!Ht0#~K5 zC%Uz1Im!OL&>GGUOCDD}f2d87r2Qfyt|g&0`xS#*nQ~dCqf@<{?dN_SqUxZocf;`# z;W_=n>!qM|`l}p&oeKW&zNX(bJkdt`YQ^pB_U4hflHv>YD z&K&Aki{a`L4AcCxUq>scU@u#*(2EGIJ*~$n_t1H_E~^7ni9kty zPhODi6DbT2-8Y-EX~Z~S71-hz;ui30e&>KV(llojG^dp7E=4X7;CdS?8_3P-=@Wmw zjk>r^(WS2|%Dknp+(4V(*FABQK*cqE(H;I>U0`Uy@^Sr1>K<)&m4_<%i3-p=Adq>C zNRQn+)9K7`AgU%SRQxsfR?c^>4R1<+u9nngeUcD#28Qw-Um8^cV?{*@-S%p{icf^Hpx->d%zZuvG3cP&ejWF3&~aK zn@A{xTh&9S`O=YY;?x%BCO1&Ke3kcBxzf$uJeu`#X_Gkt!fvEN_q7$cFRmJyvv?oB z#<|Vm2R;Xt;Q(aS5^Us-%4>eUF!#-xSlRhb$n{RoGQ}6UDl>Eb!Hjf=_WK?M-sUo{ zJ=DBw_W1i?xVB$`64lA74EuGD9hyG;>?KXd{L_z7@8N}p%*ug>>e5h@^^vg}hk$G6 zh&HMNdh$~nw(MUo3ryi2iZ9QmwMDLv(7cT30lNQ&hFEObV-&*mcd4O+iB^R4CoG=r zE+9Ol%Q$BMF@rrQ>ZvDk{uuM+I2R5kQ0U@>j)uCI7^0t>)<5N3ERb{EKSPgNbi?Pr zHYmhtNoXI7)#{fOZplYbgK6)t+TGfPT*gZOLaB}D``bctH+f+(l|mO5JuY6KRY-~U zSptIA4#7~_F!i5|$;P#WF%`~0qwHM^?Ab5AVBaa6?WZ@flY)A?sN&x5#Co{A!#2MR zuWGFL){_&i8r~3xVOaRX49aUH)bcQ4%p;Sp?A-?O7tTE}84UyM_Y@!(LBr@%^^E8| zMS~eh2a(uuE41Hw@2Xnq{4q77pSTble+?YN3FhaFz}~jsQuOhFiFB_cIP0r41wLwK zY{VLCecWWgfrM%NAmtJ(D)Rb#@)2=H0DjT;za;ra9LVTYcSTKvT9Pn=)*#2z@f4$+MNg?1?L< z$|5VF?Cs8ulHCLPVrdYkEi#0IX3M{$`Dh(w?_azwL!Egz+6|;kClK^j>5dxdJEiV& z{0h&kVd=!2sG#KkPoGOw7Z2ga!c)fNwP(<{dDHqHD%tal83Flv_hn-lQocnYZa1K@ zVdNGn7ZJV&yUBG`O7TjR*g-4V1hZ4c4MI&c5ODLw#k>N_Tth%o82mEo;7Y-ysCp6| zTbYILVCKihw1n!Q1#SkBgwUL|hX zi~wrVmQFC!{N z#6C>O`PG~DpRK~si5-%aJDFrJLNjO_+L|ys#?I8KgNe6i^xRmTxix;>e=v7zt3F+g zNpW=328_c`cnIM!Id#Z^^zbrCaH*DeZTUcQR4RFl*~oSQs-cGgz>YZ@AE=V@=n^Ho z8x_f*WD3@Oc;&WmTffY`77L(Wlm7^TI4O>8O83pKPS*PBP5E1^=CN#=_3n6xx%6!x zT2OkrDJ-av6@A545ub;PX8EOR$xDxyDL%*1kRjB$&iadVSA@@?AFI`F))UTcdu@{ZLA#h@Rjn+EZ$>-ojm_Q z`f_IOe5~0HmU*_0=;yZxjoifilf2f8*s~=OMEL@rk09dyQ*OE@t?Kt>*@z`a)uipH zLxH1L=Z3<@vKqW@FiC-zSEsBi9rupRT1C9bvt3K&L+MNv;cF2W3kJhyVuw`MPGfMZ z_oNzDI!b@IL+|^(QIDD&%5yf&G`#JU_aOaqz9ez((E$9&0y-Dp$`&u|Xt%MjfIkjF zAiG~UxL$`PY=(vQd8ubQiNczx=Uslh6w+8Nt%S|v{&+|T;g$B2|6LZWiMCp;*RgEP z9;LunET-r7#!$Rb(=oDbI7gV+1q_Y@!zH~@6D> zd`pXIrTEw(Db>*UdaAg3x{(W%v)S+2_)=M-{`WHKz|lb0rZT#Q2j297US`zIP)UB&@;hQ%X0grP-dih%PZoguH$t|8; z8XIVAMaZt8ON~ijocF)XL3GzBPru1vbOi`g36fPr@Jk#3>^*sI5QU*B9ugx z^$1Urj|GwqK0S2(4YUz?$PP&>f8H(UX|QFOX74>j1u;#X+)aHoz;DX#NO-;o*nkGx zlt}>o*G^(Fx095mMbZ3&_1wa~Y*^`d$fy+h>4rA-kbbP+jH=MqEJbB}D?-=#F<88> z??$Wbn80Hf&)ZK?W7-Q7H1RT$Q4$LJ;k}{^D8pryO7PnE9=7tfr&zRWrc~DXgLmh^ zY5pmPat>;Hh6lac% zjbVf9=CwtafV+D|2JKyUajhirc|4WzS?TmOravH`+%+mS(9(tr*=raqnaB)^Omi|E zZ*WDUz1*(tdauw8;;#sb@9w}m<2t8`DvWHR>HI8;3)!<7oN)$J0YSySp152X;Y{fd z|B;UbP)p8vo}1X3#2YunR4)Z>U?+hO+i}ck(=61tGA4-M$a3km^bIh7myRH8dBQ8wi~oTU-~9tKs8s%2@zv&&?KO#MK7z~I zF_@1DP>1tcHEfUCV!HcaP7vbo!hM2Aq%tvbgmUmb9dF$Cup9IRJ}x8pUO~*LxMG7* zwL1KO8MyzDHp=YF7R{0&eTE21t++WS&yaD>%;Im%xFoaE6`pi!ZMl>6?HVp60W%fH zhTnpOvMFD;VooR9HHS>+KI|(ywHP?l|5$;VAW)YUhl$UFEIhM?rJJ~MdVjXedtpFz zMU>xz@H7B8+{v;K+u9y_zNFuc&iY^b@;F29M-gUwBihOG@|w9&h)J-7*d;p~{&eJ? zkO_oPtVBldic__D^fhy|yxW4nf5?%I+Xa7wp==BgC;*M998DhyQn1S(80GfAPcST; z@2%VoCM+a1sc)vAD^=cUf6Mh6!ox!$W4#4qQ$veKS3_Uij4-oW>Q_W1S+tlxE(|^G zYP9kMv&ekZm~HmFGh<74;2JERDPQbB}n%3jt?iO_P4-8qJ6ft8Q-(0YZhT55&~@>L?KcRwVMwF3O_4hjyasLh zhIq7KuS5*62XMLx6!1OAx6tlN;K##mUg48j?cS^AlguoWJTqkhPm!Jq6Y|c7g_9=@ zR@%T`dak6`=MRn?5&hk#R@_7pf|xq4;;&0z)shADj74A`txKXqUEA1Zuk~Gjwl=Me zWxZP%NpPah)eerlZK7#z7|`iGftv3P-@6G(QP6BNvVIhlTi7$f>xRepv3gam|0Y^C zs`bFvPv2ON7%wPSNHp^uiZ?|7r*4WK7_h&OZ|cqWoN8YE&kU@9%D$2mJtKoYtvgbg z&LwqgJz5OjF`5EBgAU%^k}u8>w`HR3p)gQ>B0Cz9wva(ECBze*RgHOQo zMzf{P0WYrtyeG0ga{VlKZrlsHH`6|7>4)|79?)z-+&xph7uH`fex?kh5)=8pA>K`3T^5n!>y39&i zAB}L*%K;HOOAgU{zFoMjn znqu<9MGni6COg+*2@&%xHi%dM-JKQY?*sQ-_tw~T7D0k(yMySuhPu~I1R4#nNw-QBgg zyL)l>puwd$6nA%bhcE9r-@WVRSN>$JWM!V2z4z>yNwOhI6EjLrk?|$PPY=CZclWrF z?@DNU-p`eb{!RlyDd%2LLoLiTeQ`cs+n7&xdYSv^md7CRAMcvmi>8$v+#X2fjc zJKLLyniT>~<&Fr|vs>A5X!yR!vn z-HbWbU6cc-4quT13Q_w1qJ{N8xSgu+2P2vjvdC+S=o0T|{a3%w-%rXd3tDLH{?SV3KM|ip}lCAeudlN&09Dtop<6ScKofs}y zdSaC#n5z;?DKgP>$RB3LW@4I$!BS>_Nn%L~b!Kc(GRF#xlQ-LgnMwByPq}XCMq*09 zQG}TS#rl5fU~nGnXbZ=M)@tkuIO=R!2Qio{O$FMZv9lw3xvC=`Jatu03* ze|$DNQ(+h(Gooct+=%+!!IFt#*vge6i?T{q9%sQ|7METDm`}X_Ai@(hPEWC_{(00R z!%Gz>zj2w%ZbX7+{R#8eXh?)K5H5qJW{ux&a2eH7Vi=1pOAN2shK&3jMrO7lShxTR z@P;LbP`CS?8EnpI!I&X0o-+nqQ2cQe#b#h&;O8Mm{j%a`SWi7{wPNrm{P^>2gJLlw zmxV6NcL^1|8$cF!w@A&^A}`S ztn^r$&vd#Tr9=&@26xHxM9mqUZ0Y~<4EF-e?(Qj6gtBtz>akyQ-2PUB1@>@r6u!*Y zryGGMB!RBUt`pEkwtRhsK?xCnt5yVxVq%MORPtwaw|n5^0r<87sd$2rw#u)J{ex#X zuOA{YvNh(aLTBOhU3W5BbLnRf`ASwoykwKHlx2Oc6S0@~KEP0M{tw^7s#1N0utC5b zmlispXq#%ry1F5^x1jw$p~@z3P47!4u!ATODR@1);mC3>IJRLLR%Nsf zY78lBD#APaxVm-#um#?lYjan+!JA)v)}k1v+s=-kmvhw`=B}!LHQ+*c_{*4csX-8V zfYW{u>cZzR&1tfWo%b9Mlb|Q*+guznKGCbScl5~F3PEYx1zf2(gprEs{cHxS?SJaH zFB6LZ{MPVzXGA!z?d6gKC$E-NTX?t?_*K!;<@b8t@)JwA%2D?b5%BnMry;wFL*579 z^kn2G#_W~K**$=&-go`tcsY%DyofGdw>M^y4Lv^uQu zERNA^_^$+JX7gwXxQ&{+o0Aq&o--!Qx>7i1gL8#) zrxBW1#-ZHw{U<+#ky)&Iu-yITaC3-IOalW$Moq@J*uk-2&5_A6wd89t->fvnT$=}_C`%3_e z9#eR?w6ITR(mAK@SGN??=S=G;y|}FlhtEB_`KE%vbWhR%XKO1fQj`$kma`*+Mb{}R za*fn`&_nH}=V6X(fr14AhAPw(1mI$%9-yGA>dK43hqe_CzQEwV(oIc_>Rp_SK;CY> z-50W5U8}CHK4o+e1sI1kK%apde-rO#Bt;JEkI?(9wh)m537OWyLaG--lSI5t!3)BW zIT&TQq)o`J#=YQl+=nuq>ik1F-;w@Io#;Vt5h-8yTXz*5X>-ZgRbC77- ztxV1L5|G_ZW*&q`lgyxxsCMXHq1fvoN8@>W;w|Uh&4{g)+UWe>xrU&P%+9B-%AlF3 zZ;lxFU&$GtlBx8)HpJ+jTbwxRIydn0HdTF}pjg-$qQtHT!CfQfKA5QwMbg)#j=e=I zZx+(j-^uZ%=xam(!U#9lYl!&#J1YUk4P|f2PyAEATtv>e)d>$Fnwrm1Ae-9IZaLOx?2{nd1}pl@w|IoW^?@T}vY-gRBpY$+fKDJHdA! zm0bo^Z4L_d8_}w9fAGkL9a^tUI)beP1Qyyw#%AOzAD7e^Ie>h_kwnTIC49`8*>Rr* z+m?0qo0^V`m8B%(RW?uL{-q57@Azuh9k_Q^neiM3@cSj2mVeJPtOyW}5Zy87>2|S| zzseZqd6^G56#sroI)rRrXqemaV>A20xF!y27<`2=Pb@iOUSrYsvt0sdO2!No+TG7) zyza3dr_5&$_wUCf^Na?1n>c|NYqFGF{VcHk-pJu_NehALavu zei5~G91XW2~lveEe zk)&@(gl`WOpfx_gIn*3->>)1gT{&-v@-3SGnsFw$ zvU%L5KW)2+mw`3CJNm%8a1B4^rSGmil`6yc|pP%RQ zo6VG+f>Uf3TCvCDW*vB0ykdofm3VL++c}9tKiRS}xQ^ai_W_Qw^Ipd~U zi_6C_AmHSL!E3sypn3`^c-z54zjzMPj9*@gOQ;D3hJ^(v#w9^(m`PQX3?Cx=`R$K* zFuHtb|F(qw)TUfZ;SVoDwwWlJC_8Zt0Qacys#u_?@>f+-w(3#N<&@O&@APDJkxL}& zFCeE^x?tq5`n0_5j#$Z<^s+Qw4G#kgJGc1)5adG0K8`HCMs-mw0hX$2L*lxmT?vYr>74^9b%8Glo*Lla<> zND|lW5?V~#GT;3Dm8d)0bHk{G$~advmdoV~?W>aplNOz3j@f6^A0B0XOT}Pb3y_{` zzH{V_aymGgxykC9k?N|d-tX(gn8wpU)=epN)R4Vs;xONKfj|soqF&&V;y-bp&uUBK z6v8^&w{9K=*Ss!FwZu@7ndzWW!gduFkqBlVM91Vuzlh?&W)e!8U#?g2kr zklmFYUcr5wCoR@kf@9=p;N1cu`AqolQoZ;vel_}^FUW$E>@IF!6=+C4Qom-SDGawK zMt=r4D6c1a);{!Su-Uf!TlEK&x3|AQn|0|+wYjTlM}~iljS~Tu05=daFm-G#AIN68 zWW{f)G}tdGr|m62^g2DHe-0;9cO=FBZ>86gV`6IdsQMQ^ToFy+R=l5pLy(wKqfm%{ z)MRbhN;$KK#q(zPl`&MZT&;pBO5gGEbBg7r%<$6i%@lKJMw8lI@Tr<{US3kMsJkIz zMVRuPsj%MdTE|-UGh2AJNl!t_^|k9?l5rzJ=rtSdK2e}xJ{dORyacVk@1m}|?S-lP zZg|-v+gf~J0CUb-iuf%{u@_T4@ZkwTT2HuQ}<5^oo27&&NT1U?h;F$ zVsJ_q)7fU?FdITK4kuP?A!=uTP7=TL`KV(P-RO^Qi@=_Y8Lo?KrdRt4v)NIpvTv+< zjFk7TKZIotm33tK#U!uvt&=t~i&n}* zsSjuUXD`P*@H)YMco`Kx7{r49SXry{i5l0@Mp|t45T+rC(N^0wgOd1;1JEBaP1vlK zp?OFegT+=r{)&CFyb1wkSOwTz9j?E(<`rmIla(fI->dxir=dm)!0yXa(0f(*(MJdp zp53F61KyH^Xn(s^yb>+|z#{JDXcHIGzx`<6eq6H6pLdA~AnRwu1w#Sz6s5HP!Hj%o zr+jyY@`kSW^q24~4-o=S3$@;>!v@K6GPQ_%-7EVwdl2UMJIa3)v-pNugAJqQkqEPJ z@h^cT`)Ah+$;%n^=$+>^L;0dmc<=j?k4NIE?fRNY{R#e)rlbtPj%Ga>(I=X~%_djz}{zcV}(7=-(&jX}KCmy}TPP8%Ob*31^2 z+oh+ozbX|H@+~B{E@mcTIE^m2SXIwptanVLNSn^jlzmw@(|I>JgtoVkr;oVsm&arO?h+ zOAs|AhPXlpx-l!t;%~Qm81iR$ z0pg}?wQvRPlX;JI48BE{B=;VH3R0R#`G6kjP(vRu>+Rmmd2F61wSm0C3`nbKKdBgt zii-LPa6n`E`~!Bc&l*VS&d!!a^kSL{iB17DR3f{%HattKPFF^H z=#H3M3|%`I0RcubQK{^@yTnRm4Sp?9dvkK=6aGYGMyHfA1J2rh*Z>2XMSAQEQPO4K z3>Pl^YK&z2JqwMXUI~CZ^Q{v3$^7Mkfv9L0O|cBQmvjDbBHcJ|1wG6-Cg9X-c{r?% zL^bXmt*5DmFx&!?rGNL@=4h~oP+&)T(l*3l;7%}}$noNpzbE?Qe& zH@nDnd*}`uM9@{cOAeK-dp>jocp2@ISuGo-9d{DFvYgu1TTSfxm@AoJ***SN&JS$d zhxHZUA=dLP$N-X(GSh7%@2=;H;SB%G0 zOSN3QNvTT0x3OD1W^o+jlr0Gw`Y`Q6C|ZS0i_1vQX}}vEyuxO4(dWLr z#W#O)@rUaZ9_1f4c@0_ox?WnHwZ8wY2$vJ>1%E+tXC`28eno|qJ$ZXl_=gS{p>7Dq zQLBTqD!J%hb$Pj`&wmjH{=h3h1A1!&{E>aIBU;Z3wx<&uHTbAuJTkCMw>kjS09g%fP0#<8=JqiH$fDPZHW=^Eotdq#1?qf`*I<@HEks@xew({uC5onAE!*?Ebqr+sai!Cr8O^$%9-1MrmRr z{bsD{Dd>2btA>|A7{j_Pd2?hTknmvnD5Bn%&rIE&5m7Q^Mb7yvongIxwDpa{*xuSbh6oqvO*CT7=;Jcz zEES$<^64eBAn#5CEqbyoRzaTjoWvU`JRD#^olr>=#X#{RAX`k+f-8}!sCFi)BHTMW zvglY%OIU41Sj|rM%PdyEE?$x?9u^5v5(yqy?#3d96B;!5ZQ9#7`MY#u=XX0dPSvI; z<$bf;zS!zjYpP{g+L{OzL-_k?Fm+B^eNz*({j;wGVj%Az=fLRJPzn6T6mclt-l0H= zHsBiS!6O&@Un-+h-ts?FH`xcaYE5RkP%>bl%&ePwsNtKC)U)8~-r-Jl?Iu_rO94zm z)VZAUby5!lm)jlpd;p(zkK7QgOx{1X9hS043VO#Y&gFA9Y|+Qynbkd`nNa#z7_6?I zSR<}cXE^cjHdEU=!6_jNGq6ORnbC1UM!K9=}mTMW;iZ{re)9^b$rrCx#v)&=xbUQve1hb7k=x{%QhLpyRKC9#Y z19-3J9$>l)9K!7!3Uj3+Quh7<)26_J%x-6RwS?O8V`vz;tHSU2EzN7C7Oc`tU1Tmt zXOI9ux@%Z~uh81ala@_s{e9y!d3eEr9=NVTzX9{zhg4r}HFC>12%@vf1^bdvsU~E; zTAD!C#PjJv;U7!MI1$S<*%Bv>Zao_Stl-!dVFHqjlHd4LSsyyfM5jbk1U`+~oUD=% z&5AKiRTP>Y6bkJ;>;K*z95RZCLV`XCNL|ADr`nQ+rrQ~!!h6O=jx)!B0<*rYHKgWJ z$FeAWe&q%8`tNq)aet`1oP6}je*j2Knb5(W#uzWS!8q}3uBTuiy)lyFpm~wbTPsH^T&a=93e9raVC5C zS*mO1LldE_h$`5c!}e4?LccMd9K9`9FBvl=hY07D;TT|Qs5LayBm)bliF?yNEg2bf$qKHVREdM#kHF{~kfZIv=;!^O9bE)<(4H-1 z`o?wcuL(fK>F?gW=}H+9aLGu580Q#&(f5A8uk@M~S7)wR`r;g# z#uVkJ2RzB#P9^<=-C5J}e6MpiJb=wo)fYZh9Zslby5jKNrWYqRJ|)uYW1O`w_r{F=l8(4cFEdqvM1AI~k!lE(12vcYgu9 z*rjN&SI~NR$p&P>MIAg~v!R=@;5-d(5Qw71T`C5{H?`()@(hM? z6ia7jc$ZVc;nXghwu=v$bs?>HV<=!#@2QjWvhBT>M^Y6 zB;MkvjiJ(-NyJZs1L1%mCiifZeX_=VtlLkmI+`j6_euEzOD$BeA>XIFqT&RKY~XzS z?HdLg`pi@adejBzal^$v4hGQAXx35V4L)Rq^e> z|Gl8Xf+CIm$j&UrMV9$=O5{27C7r2~oCiOM}k9ywei8kCSon%akM;;Yb_CXzL(NC92 z3rv^1fdsOEtpo7yJY9NH-r%LWWQF-4O^Vedh zqPYxcaQ}r@>EKuoHNdp#d(N>|uj0~cHQ}GLSDbCN9zyVLPVjg5+Hew20?I63e`<$$ zA^tb32-$5M)jZ=D2$raZ^hPk~mgf5V9W* zw;c@m;2&Rmc#IOKhM9(K73i8UO`XgCXHeepp*3NPHr3&7tHbB*p()sd3jvzXn zC`(+cX33++OnJymYiDa5Bi;?V&SeF+)uvW2Z@x(<-DYU)d~~b;Rp*v z7IiSuF9mm1+rU)vzqep-5f?j*U>-l6S(o9=pI=b-AbGIp2eV@*sTW14*T8eO9YG*x znDkRO;f@=}a$ChrLX|VLLSgGI_km4EO2!7sD&1f;-J~P^sL71OT0YUDeo1*zrfY@s zaNbUZvT`H&wc6uvPIEzJ+gR!G0*~47;+m(C6JPB^y2|0TLDjBN_HG@*5VcipN9td& z?0Ec>90|iaWnekckqdrMb0RO$(R%%#r~C=`b>@P%uijTyAY1iaw3SW!!Bz5jF))mmEUU^1-76G)t#lT+OxT0w=g2 z6@Xsf_I29R6;4QU?nxM1dqR}{nVoLRy$4g&J0;rFd(!FyD3#0g!b~Qf52{8IMS+RdU@+8@qZ%VqIsuT?7PU#Jh zx$A7}yt>KP8hT?V8c&uXnJn4gFUSMnc^QW|IL=%rerRNg9Fy&;57V55P%1H z1+=yjv{oE&vOzLT1E@j$g+qr{fZqa;dvSx6xFYZbU1V3RdF6$u=H0jd=~jLFpKcXT z{{S{y^&fB?6FfG}!v|M2p=g$u^-rzIWsKt=a;BfPrdza>h-Doul_md^YHVYY+;F9R zsE#QtyAWw{m}tarRO{V^6dXlvbsXFMCK}inGIl;;*K=Hle)Q-5R1Gx|H-5({?MTTC zJht%qm@I@Yzh{)Qo?!Qf(Spsd73}XTnF9T1?;}R-f6ceLN{T!z#ZJP65{O8lPAUDD zLb?BsmM&QbH~0t2chv(^hFiw8jC|&#HW|i47KkhqC^}xf&VyUSkl`R4y`NTmRM{lh z;g?cv$>~R&yc>?Q-duJr(dVo(PV3F2gIUR2u*?HuBNtR?(J0>wGeP_`P?!M@e6iaB z^hBdgiU%!f=T~t7*`FOLy%2gvQ5AM z0kk6u7TVMckv75~?UU5;_u0=z_rq(&l*P{;fx|X;Gv;M7iLZtj%PJ?4z=ahx>-UPU zgDX^0pVhW zj{#58b{4BiVP3I;G|4pWOr$H%P)6(L1HQr;2C8M2M!sT3PD%Unk~IG0yIWJiNjhky zRG8_camHS}fx_MWL-1-mL^P-C+)1wsR?+(Rb+60rbSjRcRK!!w3me&iTZ8^{Uyj_2 zx+sk2pv`Vk(DP<21Iji8H}h0^F0M<}beO+Vi4@KpDW5LZc31ee%*3O|h#f*b3ID+D zU|z2;Qeq|a<;IQj#RxJaQbn7{6WD}cG_U)pDQeLCthg0BU_ILQJdQ4)Ju*{=!yJrJ z`x9RNQKYsXYXRKN;|ONp;XyMK4I>G}S{?f>=fbz=x`gppK^9>t#c}leYGibSuG!MT zqs7|Lmw}%&mk+sa;m&C-uPq>$ty#PZj#3iY4!;iFn76mfPUQ{WrbgF6EezUs46}Bm zo_fhZ_TTm2>>%SVe2(70i-&Yo!YOp}u!1QmDdn3uLOK&NE}4ejwgTZumqJj#@OHh- z*P5A{nduFT3qU&f|G<4E0IWFaXHT)*q5;;3W5l}gq6U>7O2}dJKy;Rwkamuh zH<5hI#yX~vzB_u=RjPm?Pd#s2TX%iSX(QWAEF1OavYrL6VBp!dA&&iY_)T|#MaN|e z+l95zQte^>YSB$6A>a6Fc@kz|N&hb;S+d2&*4Ti`9%8w6{YwbOXb6#<+DQO>^d;?} z@5^T)Yx7ga_6hwY*LBbr`e1Y@JRUBJo+f12yp9Avl7O&sGc;eHFcOcKmSxTE>mMmM zBUSn4XV*oy;!k=)HKj-m=}62=*w6$pLjC==4nhF@n)D7|4cj{G1z3?K{HA&)d>eUK z*y$oK_x=%sBjHVZeADp@$jwc)Bk$s02vuXsUdoLPR?J(Jh`#5z!rtP8d;%sxLIVI>Fp$ur7(z814END|maXHBeWAtlZvmpb?K}w3ofjhkc(aoZcG&v7!s3^byHM z!+C=)f6?`$%h5<>GT0D^`BKZW2MfY7Et{W>-{+Xy_>bf)forr3$Av;JJw$~@L#&Ja z<=31g)H>OiaTMLY956v^(7%b?$X;_uO135hZbxeUwe?q?H%0t;4@sgQoP8VY$R28C zz6aXk-xXbENX+-=Rcs`NP6wmEi+sZqbj7?-VAHgF$W{1Lws8}w^`myF z*)^fmCBbeLd$z_r>m8|SsOSL&#TKC#*nKGtjky%oOkwytr8-#|7~wqXmT8!!Ux3BI zJMVOHabVDTDt7PJUYc_I7dH!DTX89|!r5x#3*gy3P|o`<^8a`Nj-!jn;sU9C^6=F7 zcq_S87qNt!j-7u`J7&{ro$6!EG}mjKg{_m!ZsctrKi?i+8Xa`=#NMXva#pU|8wg|z z`1^sE=@9nB0PIezWsJ70>p|lu27k&%+@i8`D$3;GtBWMsRUhHbtg)SvGme!AyJ#-THn#(V!}b=%vIxGw-mLS)v#k z*fms9=W0}PGsY7RciEQMfM)!}>-igtgo@*+mT;-(ZX4vjg64GFJu~~wP>{$v`r#(- zU&+_0Cm7AlF!MUvzXpV)CdvjuNH#%`QJiQ#SIy}NBV`D8RKxcPO(G8x8~g z?DI~Ow4p3#!fUs>6sUr(Z0W{K*y3(jkuOqOG@FQh6oJUiE=eqf1&i9g!RW`#Utd{K zib-XmB%@N`?M7?(K)q5jR`sBfT;{=}Cg1#1TlRryEUb&J^+51FkiRyy4Whrh+2EYhm4x~R0jCm>Tn*KL3XR{CT3Er67XcGXyrC; zPv_TBH$<*>wbHH+qK!8VRzcT0U}KL<(oLkUX(VrP6kFoq6{=n9!nrTR`U7Txt-rrN z6VeU?4DcJL#!Rr`{wj^Ta|Vak?d9EZ@h593n`i2}D~ChvNhQjUu7_bdCHH`%zM@xN zs3)$b4E^Wn($Rm|x#%K#;C$G1>7No_XFMF6M{=f7JSWh!kh}0g1Yo$lx;JlHAna-L zjS(l#Jl@R7eYF4F{6awT1%ji_e1{QlUXyBiZSi&pid%)mg4U`Dv_rLz$MU?ZBaJt# zdf76E_d=M&XAe$=#=L3buR0U95j_=NDfOm2ab-Ru3_t7}oCuxX^5IZ)$6&rVaiLeW zh*(=&w6^q5-F;U{IP{c^5bUnqw7tY|oL+q6f}NuHgR%8^d5x?>S7xu7syQN4(|`{E z<^Q-p+%9`P;%q+TQKfpM>p1HaAlSS?rR1{EXwxK!nYYg7lBInE2BVYPE(QK(5`dmj z)QzNRroLoG$#ao(o;CN+O1rJ>Q{(V&Vu$J1K$~LLiSN}xH&RA7Kt}7qUW$e^^}ts| zi>&*mJB4l-W!roXjSN#yi#`yVA2TYLzj(QXdpn6N=9w<53EaL>97>igUBNXgOP1gUnO%9%QN;OyZ@b@Xq;tuP5!#I(eUSZ+aHsye1dPNyNjW`#nDt zGR1-PXXWq|avkklbS+kf0IiZeB!GxJNM=XxV#U5IT4P#ond7#fH!d?ypb;il0z zd2(M8WI_*2YvY;ITC;inMW3oZSMg?~Um%fm>^kz#@SF#dx{WmUdd-&yGOU>zl1;_+ zHO~E~f3g-52Ztt!rjF?EDxWem?z2n{-z~hfKORQ1iV5M=$x>YgTQ8Rd-L& z$2+)4psqmNvyQ;_^u2b@p;@n{;g0ZmAUC4wyn=@|4tPXACAQ*@ri1dR5l=C|%=8(rlSou$$ZIbnFFtG!&HEqT14^}55{MSK6Rp|j%V=Iea9CR7CYLH;t$PHk4Pjr11kSyRC)50>w8k!mC z43fXtcgA38zrXB>ZapTvA9K;mrsQ}*#a6pA;qjwvk+S@nbj}be)1k97CHhw}h1OPe z!+Ppz;7f@Gmk9e=R?tP&@iQ2|6ILm&q+p@&*n#D1GsT>W4pFSUUENwaf+^LbNuO)* z0w-H;kL5MAT+A@j@@+x-wuowrlf?uo;k8`|>HCm!^>*>; zpiJ_n0W-k>^cCBnx-t6>FfUVcnn>(DE5sk`swc6b;{4v6_Id>X*6c z!-1Y>pLWeI3GzBs^9A1^WwkXGYHg{viXLwA`VFltDTOkx{Il~ z$zplIQ3m-J)=LjJF2yg+_?LP>?o&*yz< z_`y#%sopJ23+dFhwsp{LnC6CRAceuMfi})tL9Mz_$Ch!#dKHCp#+j-27NkfDgo|l* zMKiV8G!3Z)Dk|59jeDp@MP6k=(*^<%0V{7*$q@Bh9itD30ryz z-v6zM_&EY^tVcfZ(ql>$dJ2(bIYuV$hc32K8ql1jRj! zbXkVc} zV3>brNhrmai3+E0+3|hO%SD%lscpombby|3d20)_Km6pU-8QX;H;d&MeeWAEBClXz z%o4U(#nHdvCnB$VkMw?Bo#mO`ammFP4#8AVfg%e%?v#J-x0p)276$O)wuE6|xiT(3 zCfY~S`}P?dj4ob;O>Ip>mFg7MC^tzM-x4 zLqLZl8joWI9B|rrl*tSa$+R~kdzY7NuSvDC-kQ@u-9XzB!7u&Ip@9|7Ty>N}52;j> z@xgI}`IxD!OOTvKwp3oPY87^WTk$Eexk}B02q*JfgnO?-4H*4fOk=E6 zStsF!9+ zq2R|nyo5PxoS)NKXeL`DhXnu|Dt%22uvsRcpX34}x!+yjaTtBV_+7tpT=h@WeN3mn_Lxvp!ag1fF#1^U2Q_XSJ=O)I8v!yu z){h~ecNG_B9~WS)Rc-5V0X4dD(`=`{ANR}j*I&YVb-$YvG+3kwm<3z+k>&GY;78)I zY1t{R-9+sG86G6?UI##O&<7b0B!M+?lIPX2RG$2yjSHl!tGdv@0j}0!i2kv~OhePl zt7O^Q4752rq=Qx*zeSS3F9ovv8l`>>_VJ92i1|p-l@|a*ox?1OOW3*h8`l2)+-jdj;m$`n&fRrX1PD=SncAMPKn zD%if)E~xF9#@`5YA6fZpNcSNPX{+X{hZe4Vr(0buL3;PC6ySM)C*F$axxgQCq4K4c zNfVof-7=TB-i=gI{mEhQ5N)rqthQb@7wAu39t@cKH;R_}y#J)b z9=SeII{Y5D*%Uwr{f z`jH)D38gPpIaEO~b3-nT`(#2SwlKUSJ}a0p#*U|sxB_|FRG*bGQw2zMag*H4n2a+| zjljB#@-71SUg_5~O=|R|IUDAU*DodVcK;v_J@04!q395A7SGNKT*VUv1F{zi_wsvN z=t#3Yqg325go#IP&KC5~$nTeHC`4Cn+wW4Uwq_1FsL8#%wX7@0ndv-Snn!XMu&sy> zE830pkC}3J^wMB$D{T(8@u#eRBApoiIW2+9H)QosM{pr+`lQ{N(Uf(9eDtfLK%aUPxkMqB&1)KmM&Ez~XZMD{7LKv@Dt3X-<;>a{lCr zPryVpLT*b7D-E7?jllQb)!S%Q#i%PFeR8)ih|TA<<9i{O1?|ry+o^v-i}!u>#8Y;b zK(TLbr`viddFQqw+plq+Bv^qW0T3ki(QQEiag=cwPjLb7=}IM4-8EBti*Zw<)t<{- z=HYLmA?Q0>7e9$V9`acFLVHGC8n1psG{yIwi{p3@{Vu5W2)>5pv}kLLg||Q@NH%3m zGZ#t2dFiywytLGs?LXUXs`=Zq@`V+Ak;(mIRNdV-t(B`58E z}9F*Z0(_#gUr&0O+`eKy(0 z_}?>rXl>DsJ@gEJ3lD9MaVcl)(&rj#N`v<87T*%x+||i*e})Gy!zgQrU};gQ?7YFl z`c-^sIC??C%3QA;2BNoWT8zGWl_n(+=@K`PCpm&$;HQ4UA2c+r&IH=Wbxe#*kMPnNG={WS95+-IR z6ASQSRL&?Ma3(sDO|XB!wyGF)KEKhz*-$HR0@k*Kook2-{lstLTcw`*mx?rMJrl7# zk(-89dlTl36PR$3ul>9XH&liY@M#LGyR?syas0((rV#N>PpU=5C4a8sKmi7)#cJ2EZY+9c9TFi)CJ79dzZ$KH*R$+0PuH z$@g^eRhH&7pbp)$>j{$hr7yG)iTtb%@Zo^({hkB|@cgQ0wY6!6ABBBO4S#3pLQ6H= z{k7qeUf;>kQ>u%MEExTjk?9=u8=`wyW+^KSXry|N$lej z=xV4*Y0LmfWB#U*28TM_o8_UiRT$2CU-7M(n!|(om7R>9R5cS7cBhY2l5G7CX;S^J zlwsEM1B?p@tiV55%)G)Z>%dSkUzZq$-{d}vjGtplCrq%H3o^#x&u*a^DQ~MrC8aSp z6xw)G8_B6#A?WK;s_(|JgGQUq#E0TqrdY-PL4GmO%lAiU#%(N2<= zi-FQERFN>aH@X*%u{xKK-BV; zQfXj1%vsnFD6W#~Y&f_%5nK@}n5&)j_o2cgeU%ae9=Xk1soT)G9o9E0!uj!In$?&! zK-!lbFR}O2c*i+D+up!$L~tEsdOW^}=07bQ9wccQq%!R21F&!T#DH3(&dTzCdmO(K z{sdroBL>fA&TXnwQY8;DRalyzUWulO=EqTd$4HMxj+@SJ8$V%2hf56IR7Q*w)czzl zeK94^NM6shD6eJEWiLIv#{uJ-GNZF&OX)@OsVdHuTYaASCcE^1d-Kr^yRydCZ>eVr zjE+U;u)O(xCv<;D_lWYyp&83oH??jS7X+`@aiSPr3X@H+go%%vs_FCIMDz-_>1^$h zIONNaT9bBD-F0-HlX!)%3~GrEpKV8a)bL8%9d);qJ(0{i)k~chZHjj0yYFJ@YMaD| zIE+;~`+hzEn(j>q|0LCRF;PU!PeAAP&t>t&-}N_ynRU1P_%Fxr%lqaF=qIpimI{&R7H`r=(-{ABk;NY_40T9CQ?1Cm9Gwz|2-iFu zE21}a=u(YkPlz5;zK3tB4Y;S#w;lbwd7~QWN%;p|fUm<~v)tyP?0dC>^X!R*!##C> zelGhI@^Y{)&-$a?U0?VLUJlx=;9bX7a}m;qEx_R)T#OPdscPh>umY^w$ykKe0F4q# zhhNLp8$B&}#jG&0QsjJPDC$e@81%+1i~FN`>&Wj#|8dSeSYuCBQ}YjOfRTHi!GoD$7e-E0Sde z)0oIw)m<(3=kuv(kBDA3!F^bQKx1 zMPeDH3r_|cUI@OWkf~s>6Bugyw;|?Zy!u;RT#1;g1RUi?URies@7~G#Q<8~}7J0!LhF-p!qt9djN|;$NW~j{k z=7Hzx#KV@7`}d-o@lgG8=bGZ)A4qYiQv#;yVR|ReHV)3Nw+A;bNVS(r?04|PLx@3d zbTJL~0o!Xu@}#QJT9biWjX*b7f1mG6Rcl5ojXX#QCgs6rgy7@1FvzBHc24*IvG$g6Ref6<=%SHEK#*ojD2;T3Y@{VO-QA6JinwWM zK}tek(@IEp3DO}QN_RKh#s8f5J@5J5FZaV;Us%A}Yp*%xh-W-wtT{Kn^;P0mmK!S* z7QLA3c&#+x1&e?83jS=qKvVJ7z@{}*Y03ZC?KGnO)Wm;nuQfTLfG?(=qaS+$St56L z-G0bAjk1=gr!HBzbYUef3S}y^CY6hA`2j9&I))T~?5;@M#twJ2 z)^T;@(Bp0cnvsNWb8HefLFs_kEvYjl_uh7(mp+mw z2DnRmt2ebC2hn&rb9=ey3!<;DFp>Nab%!Z|eOQazgdU$gA;1%GrQNE`2Jrm_+YFnm zthrh3_3UeWX$0q3ACz+mWeU~USiJ(~Z#;JNbo5RZE(x)C)Najlg;shR3%6dJ<*pVF zBp|Gs6e5pappNXy3@RC=;q0|pXtT}?xVu#%ZK3LIFeSomG0!_Q>^u9OSw~m7)Wz;m z7i;`;5^1q|o$P|2$PC&O*o~t>^k=pv+K8*;{lfmrywq3GU9`t5sN6c0#iA2!a>l{YrV?B5WWg z02idy(SNYCh+fw4zYCrQ>K$et&~wH#jF2=K_g4hde&xr-OL$rNBZ_XhaMZ6oL;_rU zHHywQr9I0N)jk(nydpO9;&s_y7&#$^)EtWTYSQ7Bp}(4CvWfSZX*S>j8+Lb;M2?W0 zki6v#EJ})ItCI*A%bVk~fJ)ax>0-c-ojm$A;K%hOGQ(H<-4hU&>c*4Wp%L=RPBH5Y?8a#YSeJ3q$9mq)_v$SL+Kak0%7-KBD# z`Y7)w?FkQFIBaOP5_|eoG1{th`{5H`JkqJJ{y;(J)H| zvsz6}4qN91nFJLm*ljkr*L!j9Tt0oR;|6yYeTU_H z@EGMFhE2gr>(tj7L@z-wG?d7ACgp@A^qoe+8FByE3I8+pA+q!t@}8oye)W~R7?(%a z8Bfg17Pj8#-+mRfoHcTHwDT}FZyaZnwO?~7vziu3yv8`|T(FX4Y{t#b$-|RBg;sU` z;*5m}e%A#n7rCI@)U2X>^p;$VtMB;kN0ssKkN56PGd2FID z{B}xr4HUmZtILbi*IK*<59NK${l4=u8!nU7?)nM06NUIzYML))VdTs%V}yI8rHzbY18=aS5uKSIsbhrg|KSNNT9%?#vrD+Daw)}dX=XQR*ZDF?Pl(MmV@I1z(VCb=oaJvC!10y zBxiM_ayDq7aVb3U4o-Lf23cvF2mJzilKAU}ic#ad#}Ruq;VqlGUY)fimF(kpAQEFj z9gMMT0AhY)^t1b;IRxRWe}68mS##FZk9){#jH57f{utwU2!5c7u7t*YR?}nJsxnJ_ znvkSmb+c1}$^zEF#~hATB4K1lFc}x%y**cU_7*?a0EzJLonLeWto-I`} zXF`;y9x91Inw3be0HB2ig(eT@kK)HVqHH1|Tu$%2fpfX11@?zK88%qTm~>&3x-qE3 z6|9fzcJbNK`0RP!pSL)4mnBiZ`;cV<>pUpO*!WJ18oj~;uO$~gdoLgK-~1QYP9y!1(J?Y^(*b|h4x|mqXW`P*O-$CV$+Xu(jm?` zL0BgTs_#-2!s9hp9>rO9FA1P8;%$6SplJv{gb<5<#mv7Q$qxU`A0DN$t9et4$1rHJ z0Wg4YQ&wKxs4Yf2)z56hmeGTO%Zdq?pX=f<`y2Iim38-ClaalXX`pz}bqjUVJr(xN zP5YA8ATjqW?TQg;kQ6s!FzGr6;Dd4d-;*)uLFY+~sXLLe7JKk1 z#36CLs1V(m59*4vIgw!NO{U#2FBQ?vCHrDoalIaR*b3MG!?-`tq8 zqobZ+W7Q9jG%0328&B8^$vMn^lG~#P7QuB?cD+9}xkz1lChZBR*;57$L32mU#;9bO zaYq&>v>{jaJmjKxDu#+sUNEowl(Ll#-S;bNcG>&R1@6;iPmtszkTeg*@Ij5nPy?!HbGXk`n&<&2TO=3%K{MKoMCp~}#jv=wV zrucM~pJmQ5flHUE2vIn6;aLucZgTZ+mvm1&<#CYS8(v4HBNQDP@RWwc#ik@CHu`0o zf#dE0%n3%yuY3$fn!q-QEVC%VZ52ZWXh&PCtZn0ozTIw*I+b2MYAHHW}Wn}@%%`h(^5P!aPwK4^{r988R3V$^z!|i)kuZX@0n!D zZVEct$MPQm6s-wf$61ZQE)N?lCl$JmXMXKU_BTV%yx)XwDCKW%Ti_3V9C8DFO&IZH z1lgLRlt^qV&Cc4#Y9L7?lsgb@opMu+wUaPsh)7;{n<-JvlW^oXPS#vgPOeWuc1CVP zAm(Lvde1FZ{%h*RZ~FVITsN8TiMOa63@iQ$hKv@OB+$qb$-xDWVK zHEC4iaBTr>s}Y%8*_2WsnS+byys9^oBUwC;Wz3m{Z&>tyn=BB{)Zpso;c{!O*(DvL zQb1fZ2jT?jC8=?|$mgS8u|cRmO(39RI47~^ddq3hCy64Omg)$M<)fmuWr$tvTDEtX zZscQS<%NR6O*YWWwrwpA1u_5Jku0U;16N+MuA^6tNwj9Qf0P8LzMT9t*x zqksHsKDrnx0(&O5CaJaJNg0YXE`m>xg+S70fsMNKL=2azfE2t1A@C8b$$=m{3G5! z0>S|0D0{vv{V0yM^#6Y6)%iz3fPGBIMJ{fBZCQ`zik-^6T4df6yn<_x z^9K%z2aD1~fo+RCbbrD=+$0QP(E6j}2Sq=6w;`XqL(%K(O4CznEU;?9Cf@#2Fy5F1 z3{~dVEY@wx1GJiMk|L=I5sBOzB%JchDT6n~tTBWuy-D$~br5KL1{IHp@D^19iO`^X zZq?tSfy;8R{XO=5QiL7W2$8+wg($m-6aEJdfM8Ew>vIi}iQw#)#p#)eAo<(V7aHPz zQ)@FYmNlQx>H%*-;!X+{cdTz&p|h&%!ZQ0&b2Ibel((DcP$bBT+nAwLXdY{gVaD$E zZqmX{cZ}%ELnKW7=FxgyqJX>c#58I{djtM-0+n@e&|asxJN3_3E=7?0QCl0z3KZlv z@`G~>p$9<_4Zev8ikC^U_U*D#-9lLlqWjMJLqQs;f{4O7inof$!OpIx&ZxZm0wXgu zZ=+_^QI=jq?|q*QZ)9^pv6xXFdiX&Aq$Flotq`+Nn6xDS0fOSN)z)s7k4v; z>3uf=Va~{giY6=y-^u*h_SH&w0vOSFK3F zNg{r5Wng`G8_a@<%sbEp^7UqXl_}C>mp;S280*XOURbr~7=OPy{JP5hc)rOH3Q)?Gn@J3VTxKbKvGwy7i|T z^w}B^-GaocEfoYSZ{Xbx_zqvEX{FIu;baX^)q9YFOl`MKvHFeUH4Pn}aOt$^iq79r2Y{4m*V&qW$v1CY znfOcoHschrepX5MjSF1qr4FfaIAq}6j8p^VC(E_F zPX4Xj_^cfHV;0XA_Xg>cVvL{3h63g@a$pX_l>g`z-RS#jh}0dE_xo;0px>%0hi18|3va96nEKlwQ}P>s zwC^5U6pLp_6zTS4{2e*5OdNT1O9m*+MXU~YxSE4f;WlR3OIU(qwi)v|c z#>7Lph}%s{H-reh%~fzP^)Gva0yfbPK`QI2w&;KKexA{=`x>7OoHAs&Av=noL`uuToWPHyH!o1hNACbEM z;>C;UPd~FmHZW?^I>JNmWXKRXb0V!ylTccP9l_61$xzZeyRv^{OL7v#}m z)sFM^EShEdg3g*^r>Z>U8Td=sQU{)=?qKV-$S@7A)~MOt%_Sc9&{NwM7P|T|F?^vE zOj6`LA#t6fH_}_nU!#(p_TR4YpE{f^Xtc1Jj5gE!o zr2D1C$X3ARfSqEa4u;*^hh$(&nH>b`!`s7J!}Pi@xq`0#89u9jGTr@?pf{V07MC2B zx+-<<-9`*tpsASBs%A1DuyM!g7@)5V!lKEFaZ7w_S?iVr>jEEvZiD&vk~#X?%MBuf z?oYKJSGp48j^Dks@ud&lK$*sUjxI7}oQO8}sxu3zcT41_6Z0n-+3E7Lo@yPsxP*%0 z#kfw;oxmM&{x&}(|9@HTDI=Y^Dbk1Ye+nNfgEM zcgGJq_ZJTMkSFa~NIb2{tDwUnXzI}=l*(%BJO+evKTGj({t5m$u#?pxSTH+(21Y=N zcv@nVWHp|-C>1Tg`rCfHhU>I_+<%(^6Z*dPZ|GrBQJXhpCNB2g`j^UpGWCzA~n>9m}%%Hd$q zg?cRl`z*iXChg;Luv@nnk(Kv+P{qs1uzw~GZl%nhgAdtBXC_^0|I0*SzH=!qBaEyX z+Q?e=u0QYe9Vq%Q5_UDlBk#?v%OIKYB7?1g#HuBJhf(5k)ueRLK!HT6(7?#oxnRn3 z3hQytNOM0Q2nYD+FuNu!`s*EzL&fpFIvB$`)tSWBM zksD*0`PLLvYA2t8O~DmP?g{#mjdzm6S{2V6(AdsazQZ|VpAywmw+#iAXm_nVb)vr8 z0KGH(mYXx;i{;IHmTL|Aubm6o?j=T3KjE>Xoz zw1C84I)x2{uqjx!#K&BKol`M}Oqk&t!UKNAlRlbYxfiJwCE4P3$R(Y6O7tzIRp|b8 z7F|vkSOFgYU32@|$&66y-9I2{=;g)}PMQgqsHfF=2M&>kJj6`d>UxshR%Z@)6B?{n z=I=^62|-#KCkAwxV1ty%RHo8Q21ZV$T*p9EQdpt+c6{W5l0wjfX+2S#qJVOpZ*=s&cq~3l>b&E~CSP%N;00{{?6~(}vBR6GE;6Bt~L!UECu0abEqa z6K~buYU&;RgW1c}w~d0cgrXMalKOTcI_Sm9;JG~RiV?wbaD?>t$p^;+`i7ROHXB-h zCbF@F4?ut}g@7JSdNmhY8|W7ZUi^i8G{G4%8=e5Uur&BMY6(ws1WZKaPt!xl5>TU( z4_9Rco5osV{wV&Fh@B%{a0V$8juf0x=T?VV=nU68xJK8F>1ClGIG7Dcjd~vRcId_h zi>1IFtvV9w%mQMb<8_EvC*9Kbj(;ZBy4HANGsRyG(re?v@a4Rd6Hxx>36kUBAkJ=Z za!UjQ`FjEq+twLyuYmyjDBY^nwx^%R2(v&m<3fw>-pI9vhb)#X!WWWOvs<|nsX!WV zcIw{A_<$AS)p-1>sd?>U`)&kKp2~Hw2W7p&c#HCzBi!NF-GOKSdJ%d~z zo?9$PS@5hHIseaWJ8wJ^m?A&Te}pxW+?Ps)n^g$p7d(JiZJckQ!c~Gm^3J0BTiG+? z(Ahei&;5$xD)MYEjQmWz|K*a-`lra0mu4kJazC#MaJ+bb&5qOPIaWp`ykO{Z(eZ#L z)VjIJq&uhLhum!ANcMPSt?3TVwb7nvi8!~N@w^A;9=Q5QyVL8EE(8SH+&_bo+B<&> zu0zS@j{ksp!U|8;>(mqM5=IYaOHdB)7O}ON+0s|}Jeu%;A$eBp(PEmnFIC^=gV|O@ ziT$o`3dM?DE7_!tT9P1A4vAQC{%rE#@3b~}-NZjX9f}97S`S{@tfN$kY2MnDCYxCRT7kUAZgW*YwmohIx$;i||r*0bPXB=Vb zhVf1;IPY}`^u)^Y{v^A zo&$Y+1<`x`-7!+$n_`K?S(~W3Q?lZ>3aR2Ne^wQ&_GHyV|1smI#$*%&u%-T|n2fmP z3_0484$I|Qr2Wd-fM6J zH@N%`41Qx}nRTJ8{oL{Varl6y{QSs*jF&L?eRgy6UEFGa3KO1NuZ+lQ5wh~-RQr-E zV6xSC+>8|3Q)MSw?=d}46@o$3Gg^@Gy3)I<%pi--EsJl85q9CoiUGF=2Ew*lrJuGP-kd&+hyct{nEDbe)3Z&737_f%<_6!-9H8ES#iOz0Cl1odDNcyCL8%>c)d7iMnhgxoMXHO{XHsZ zK|K;{u~)+MlF5=Z-!vwE1G-RaZZLbK_~Z>C7~dH%n7Mb%oz% z)FMjaQ8XANN3vpmqnao)sUW37ckz4!(Dlw%({3pw6SMTi!rEeI^8)Nz?<8Hzo4)?L z8A^wzhfR4i6`YabXO@|dmX5$0L?l?HIlZOYxW2Q1hC(5S&OPNE`adcl;42jLIhO#n zwC^PI;>(Z3l9L2s*e!w9Rl9+K+ zlUOE|;02`|>Yu30oL-EoB)w&=aaIFRX~iU$>*bD~tSZ;w!MC zP!ATq0-QmJ$TO3r|0xw-IExa#K?J;I)A^Ry{JC=d)8(k|UY*rA3cg51Q-@0Hw~{?& zOw><{`=S)lAgEdE0d9ieYdO2zJs*&upVQKsePtKtY1hFdVZ|F5vZUR_=!4l?S03uM z)Ot*(PyXZoUr~NE5$gJQiS;x+Qv@2ih>Fta+)+O{p)Dx$r>!a!l*+q^Dlu}e-^bih z`Ro&A9#kJSgeU+^j@GXB2pRS(W%70~DkjS7fUgBo&Ys_X58n_0#(>`-YY`IDP=-0m>vkxY^1IIUaMWaHpB*?p?X zG`8mhoajcD?Y{>thJVOO`Y$qGRnj?j-vuUq=zPe#HNd>PEWF@s0QB(mr|urza=^mI z8S21i02B%Ym~9aLim`@r;SaLYWgSzQ$Oo&2odWdMg>vQtB9P2*_Svnv_%GC$HH9<| zx?)n)I}cMU3lbq=^%*8&aW_9?qDa}WI=d}Vjr^xUNB98nxG?3mbAzShl6ETtpU!TP zn=;G#*iQiBxgpPAME>#-et>vTL_P?SheXe#CUslnp=NmQ`m_W;UfJCWaA%<`t!n5u z;QMe33g$7X_W1AC>5ND0m!Oc8+9^B=Aj;NVG!E|Cl4iU^4c<5IHs8~yV?g!dsIQ_*N9!mljXJ^tZ_dUH{a9p+uP!=` zi5}IjAfc+-NIU9i+vpEDN8kd-08SsfhYhT&#wxj+1d-*zy39;3-1+U z_?s!@dhAmeDce?hpSaQ(^D`sLFqKDI_$IrW;Xg%xSMcrqh z`aXMOn>$=Kc9Sw^au*hk+&~7?j^fus_OYr!0A~3v}Q<(qaNO*2iXe^y$najiq{9U%Nw7qWW zC!r@C;q1(h4a38Tf=wKk%(#6aV|)LMMnj0$RqyANAj^8@q5WkJJ%pT$!IQwyrHjO) zd0!kY+Yok72jNG?1RB5C>8{UZfG-{rwF*8D#4riO`TTlZk@46DmN7DQ5*Ujwaw5m1 z{w1fOEVuX?)7f8sW_D&-i*zzNXE^+BG9~uF$N=`?ObTh>{UY!B%B8a->dfre3p5hG-*q#wA2r=h&-!-{*oW$rX)&{Lp! zTc@k1d18$_Cd(Xk|E$;N?C2ci>xLVbj$!T}ZvjE2$r{$2N zG04zjoHY**Yv)4JxsGcsi`!~&t{hy{ z7Xp0Qzjo{3Y+MvP@A~@n>%{GV-LoJXQVIpBH9IZ$!rB#2$DbS#zj8Uom&MapA_;DX z9Pz|g)2DuzPQ(anvED}Qo|WbXV09cwsS=aix;>3>eTI=`Z*N~xwTe9!R|U9M60r#O3^kKggzPn5tH9fnm(alLlzDX6KD6=cwPAerR!&4 zxDU;HYoC;N5Iv+Oxe``=|J@UhGS2NE}hih`#ssnc0&z%qQw-0KwzrGx1OM4$rGT;APJzfPE6aM8Lh@x5!_I<9?nw{#7V(OHr=mQ#nxbB z^Mh#EPk2zY1no zGB>-9iJrF>5J(QSU>jzqPjkdACG<5(bLop#^1|9)?>!8=HKoO8;<}t8 ze{zg^>JT+;(V2(H#LGr$Ek?UGC7ixARiv}qC2S(8a^Ftrx#$V#fmEQ^eLfgD$eKp*bv$avY@fZN3Wo-QCjJp`Wdc$^&+X^BNIOS zt~*%5cfHYMTt#+cmb!nErJ7Eass6NFXhe5n7z>w45zxbUfL1}z3iyR2K_mZ2RKFb# zplw(FC?wldNCW2a4FPJxK8q)-9ATUfP%-(M#HUEYz7RB69YXraK&Ek3rYZ|#DG>V% zJBX!W%_*vAYsR@4!G7-ln{N=pAf1W8Qsg74LoXcXWip1ff+#u)ixM{6t~pO9Nuq4 z2jDi>x$5*QX#0e9;aXrN!r@oug{=O6y%(OtGPDQkATN=zyoUWz3z->XL*^X1(x_c`O;01R_9mJE+sJ{hi|XQxpq2{Q5@3TYKoP77DY<;A@RbVN|C*-tY+Iy*_$ox$Od>(H9LS`GTcS zNqD4@2uGaFqjYG(mRBLJ24rC$B6{Zs>-r!sF#W@}R0Pn49DI6_S>gn=yF5ZYbu zgLf&MBZlAaM3&v9G0g=llP1WlV`m)74X$7l2wI*KA62=1bG}TTax`fE zi%liY@%3ZCPxF^FniDgi>vIsyuo4-%&HMiU^J;FJq9ka>b=m_{fVic zN?Gk?>HrQbY0lM-1Ox*`K<0_aJ_O8I-@zQgaEb8w4j&+n^L%RHP!k@0j;4_Qp8rgo)g_%B!S}vqHwF}~^gr@7!e?#p}(U zEEGy$;D~u1(M*lnmXNv5TexKa`Su3tcqGEnU_FwPT(;@I7-&S}{`W-*!{OnzuUUjk(q z*^&h5tPp&_%Z^yOp=8@3s_5IKBT<}SbaXUhi+Dm`Is$Qzwxj_x!$pb^;-~(B;arxo z92rZ*P9J`hBfoS=L1Cs^S!S{+H;d!b5^pj+-0XOpCr+sP9?_d08*g5Ewbfq)Im32# z9p7WixcWgf5V*W3yw^GU-9gY4M2Qjdd$a?V--j$-reec9!q>ey!b~pU21Y@S=^pjtP7eE7li zNV%wcm)C=0%5V2Cn|^r+-1@-c`*huNvdaajGz>swIOQgas}#tY)6!xhcKo|0vOm?h zE)`zA70E;sEpnxPecy>Gk%nCM1(BIK7T|bMQc6S zl;pIz_M1b)qkCui`}qT0VX2$9Sv>ds$ytiHT-OdY@hU?r!`iQ(|zE_<2EqcrLQf2QZORrs*7bC&2w0D=QD% z=zl7z8Ih~FZC;JTXR<&gZHz7~w!QZ`{hLgrS+wC1)F@V4nk|JIsd0*Nn_)P9+*Q-# z_~&Qc7{3(M|eM9vV&&h?`pj&tsANfQGRw3R@#i1R%@-kM&N!H#xS z*t5H;f%KPoGGdRx!7zJn=C0Vt=;s!V%aqIvNtvrn`Me3n7+d*ueSR}Wy=HF-g^DWV zy(0j?MaBcLmn6&vOk5~i9<>q^9!mdZ7&^|>uCbr~Hm3(}xIp$t6KPR!Ztnii?F@gQ zGlXycDr9y&?euQLce%o2{l}2lfnR0m3#YNji(^ak=#ECDNN}*vRSkcB6`oPI3U|0i zhT`qGYJd6BFXa0x5_<^o>68QxXC8;b{0kdUn)mtj?C2oZ#Hr`~z*mEZ3df#DHtkE1(9 zl^Sr`_pZXlzx218@w_0-qYl${n&(a#oF?tROvp4xpU0XZDPne16!O-ERn$_ubP_J& zc2vZZFT|o%1fnez*M^!1lq6qmzPkrFixPeF5!3d3*ZZhu&}K$QDdy7xucJ7-xgYJMI&Vr7Vs?8jIM~ajeXm_>?|A)g z`SUEvv0kSt4f?d71+!A;0ma>}y+NX~K$Rp@wNr8>u|li}f7a8*^O6%9#mZ~JYIERs*~vHBRvAgOWslbVD=cZpNYLQ5^SPj@%QJxWk$ z_=RxLp9W!C$Oi=T=;leke{aFph76Fov_`LR?v8pI86&h+c#hce6dlsDiApt%($RS} z*R(~p{4&Q&y%rJ^lq22=drL+6QOZR`z z{;s3`!Y2@s&$yPe60PlTy|DDUxWmMs5}kK{-C{IM2g#XYn3424ozRLs_77}??{FQ^F-ROB7XcXb z*Q3>AMwC&U;c)BLIc(#4F3Tz|%M=SDjZ=4k3NZZT&;$AAW^VGYBqpAM_q15&yQPvs z!5Bqp^*XY(;tuoMFUWJAE?MzdH4#2jQ{z9`4$=KBx>m+!wJQk;M^t#~EUwo{1e({^ z`F8vsp#vI~BPfoe;~Ny3LxP)0l9+Mu!WD*5$=}1n2XBUs18|nI1JWmFvjWLYHCEU# z3SK*TnJ>RMtk7;tg~QL}F{s3jpaPz+Xzo)+kiGaLx6)zQU-55d$ib;x`gZ~#5YrMG zvN=Nz!YN>h62Ok)y7U-3&cz!NN@VT$R!PeFXM2m|^7xo0GHbcjbS`(@O zJMu72E6JKesXzFyYw5pqz&7j@T&DoAR?b%wCo8mzPlR>)`?_nL8v0HvTCLL(65{$t zGN$wn-qt6&&c!{*3v_NXB%%DRlZ*rvlp~>&ICmdq2@Jok zhbvu?81}j(CX;-b_`{E$U_c?l@g_shb<@J6vNz%nhU{Z!4FENRPn(M=vqEWY$ma2??T znzku6%WrdiSO#7kE{hDs?&Y@x%1gamu3k(4xJepHGa`~+P-+nYe5;dNiX zw?qPHhVoNh*cgI5kesI1kEudq0Rh@zKX4M@^51@@k0OST(ZE+8vWr?Ho5%IJe#8+H z5|TKj3N|!NXf`Q8TY~4eYkNdVvnqVY29r^pV|GX@4 ze0tLQ@E8?um#=Hf(>&Kw@=ML;!iy#r{k3enSSt30CyooU4sP1N-|6gKJgAM`X|>f| zljiOSu$E_hugb=y2G1hyMYh=%usxmQzSr0TDK2ImF#iEbB2r)v^*}{Rs$({qOD;;D z9<&bT8ARO}je&vikrK1OGHT$jG_zaM{Yuk9pEmegI5?zwt2g0OKx_t0 z7zH45dn{uRj>Jariqh&VqyuW; z4Rj5$^$w`HY#y?C^FO!v=V#a_@G9xQ$S|~^S{^<=F-;%Y|J(vR<56i;<5rot2P$4f zK;Gg#2IuU54_p_9SXxwYPpK``Bhc;t=g2|QbjA3BxYLFXSfm(e{*wyQhdliM=Vwvh zGt|X%j^}idkAOEg9nP9+T)1cmAM<L_^3nJJ+7Ec^GqPSJW)wXL-T$OyIR^2_v z-Pbu6m2XE51}>CZ8hRfd!N(lX~l|01wlNJuEHpGqNK znqYgzT6R%&L(}z@C`(IdKpzyarr2)^aJ^b7Ce9?a^Xa1%Z23?RZppQVDuX`45jX_2i|M6e{`;68CoZVilF~R@) zhyVA38O8yyG~Onx_tll83|97AKPJw z*_Qg_wT_GB!3Zy@gHC}MxorFYm;iXT^})4-=?8V|h{badF#qSUF6S?#3I(}Ya%^Mr zpk_rG`Tr99BNp3;5k*F~WVbi2pT&Z1LB>=?c~f+VXnoF{uui0Qd(ZSI!~gxFoKfNl z$wI{9<2Zie9dZtc=V?4O9k5K&J{xf+A+(JqOWFPWE9v8PcKLGAXfmHDiglI4eRG$V)#J!r^Csa z6zn(Ec2i|kP3C>^F=gK5W@ojNWiRH=2e^mE*$wK)-zK~bt$yp)R<@q=JT0xa3v}6r z1)r~M`BjNwr}52yucAFDKmb#9H_j_M9{r>h8=%&hxK=9~N9q0~5Lof$%Q9Q$`t1XY zxv9bIkQEuI^JOEe>#`nve>TCV}W{^Ld(4?zYRDZ~d>?DBX1ygVBhu`%!n z%hD$DR>`_wMr#X=f<&#zz-MWCiFG{zgK8A8%DjH^@igU{{2gMAWp@$jHy!|Sbu=1c z0xhvi9n9L+ikZU4ol0iGv1TW!O#R*NPC)Ww_7nqloJwy~xYiE*+CgqI5XpWpsrE0T zxQskOToc^9T+}tXX0R@n-LUaTX&yF+p(2K-YF@*dh|q?tAxE=*)Civ!Z~X&iu>eVe z0gZ`b*FMT1kn9YAi7G*#tPYXJy*DAtoZ_tkYgV9#m?!W)%gL&(lyBjw0WU+XcRAPEmPLQ^DNpoa zEa0aJ6Ss=Glwa21{%$ptiAj6Ewu!Rghf<)|{pq%(+6e{J%49@l=per~2Y>g#uF!j2 z(7%c|4G-OaPu6d#bbJO<)0(CRW7Uq0Y?vYa(7)S&h}|y7u+Cx;m!%8=DmV16BmnMc z1Y1Ns*yO}1K)O)eyP*Mh47wFNjHCyXT!gYibe)Ze(a!?h4$gaIY~bc)M9w-EcLuNB zq&8t{%Ho;-y_ea5I9B}4H_&_>L9oML>;D~Ws5Db#0rcNaTU0~7@nroLJYNG1p@k&< z{unGk1)N^4XDzCpBoQS^LY`qh5Y^OS%f(=|4(Y%OXxZ%`CBzN(m%x5dU=f-c zdVezW#x~Wl`BL6)QlbJppgf+m(i|0Zy7-yi{Vr6^U5K8`ehzD@R#>M6jKLn=UtQfY z8tfoe0;`QRlWT!4tU|)~hEi64FbQFtgmrSTMJ!-)rl*5*pr*E#16&FFE_q?lZP0-< zP8cbDH~pF{hzT1nP%!1(6n5K6{pwTd_1(o>of|)y*`00auEe?qFDdd;2O}Y2lBpV5 zm=pWla=Ncz%Z8uUqltg3JA=VgA>7Xh)`AXx5fLErSsd({3e>SHKp|W9UKkwtfVg^O zHc%5^777vr@|6zJ{s(0tL!M{xdo4(f&q({j0qVY8afYnc<3_#6=Yh3W3V_N4QGb_d4w3X^azvhHM6KYgqa^qCXt+F+R7d_Ty!G~Q%W&- ztK+~?5JM10gB*k~j2i5E@0l7L+nz9L;HET^n{8*MQ7%bike^MQ%2HH!8W@tf7RD$7V_1DXJ-yWD-TJ)f@=;VJ>4 zDjLg|QWxbI=8GFY<#1?Th1jfMh$_r8rowZu^hM6id?uTlQOc7zQdLusc0S<&emDDH zrzC@{QJh2olt+=wOrKafiy&_7@G9{o!0G$9H_px#H>crHgkyeYCN0a>tA!Sm5v4(~ z<*YU2|KaN`!>a7sZsBVIN_TgOl$3P0NOwqzfOJVW3KB|pBi$gc2JE+A7)P+chLY;oLH2R@=pnG6AT27+rB{P_whp`|GMYYuKt->IwVOd8 z``s>UC+2*6(XBZ47-~Ie!wNF?)m{04I8p(*e+{$-)462^UKOvUO_Ux_@4st-C(0$f zcwgUZ;<(uyHS(kJ#rkZwCp3u$j4sMRh`Jw}oOD+gWdk^X$w<{UyahYDK;u-nVIUTE zQ#12H6O;KuUnf&Ic$O=tzk&D5Yo^0vgEcJj6!x;_xE*rgp<4azoVUT@T$D zwBKWEx4*f`hu5(6Qqx5i2O? zt!F5gkqzdx0p@k+V`-2+_BYHxVVs@2v0_3}T;4CiL%tihk(f-wN*N}{Ru+=^BK(rC z`F`m(@tt4Z3A1Rh(R|zy^-+}SXTE{^3kpDk#|`Sh(G_(U)4+bAFqSUPbfHzC0ira0IKhof*}2b)p(yFGE3K zc2yh!yGM3$M%+wwUtgb~AX2(hTfd*ySVe+kv3j;tywEQTrufDoU9X0kGeOR`fB4L| zhVz>GxRs^iyNFiwthK>7hZWE7dd!QK*4P3I6P2hbWjl(=pY@ERqz3`Wn5g{41{aL- z0qMBfuNgjcD9t-xJEx|D>sKa!SnX%@eNM;P6!O$E`)vCW+Ow`et{f(7Ow`)ot`vxivC4DM`?d-b z^5aISlGY5 zI}u5{zlZ+x*}G?)JJ^SIg%KZ9G~eY9Vm6A5!nK27ZG_tKm)}{de*_SP7&d@x%VHx0 za9IOn0Bz1yMpq7YnLE7Wwjkji!~xM^Jp9psFZ6Zx{FXC}gALA~BmcMV_3Rvl5 z8|4KnNv)ZNg=(G()4WSBzQYw0^w)wSi?*LFoYNDToYlXsIJkBrw7Huls>-Q5p?UY} z`#QOBp86OmYCpfZvLjfTbVZ{74mP~XL^Yhdz7&Dr#{Am#-B4#z`bZo91__KTs&^y1 z!D+*eLC6E#!o@=K&eeBD*X#Zxp<&YgH9m;^d9uZ2m4wrilNXu`=LK*&QOr5`?HJgX zr2eG`*TFys&Cgi=oV|&rDf}p%{5>1U4^m)4#l_+>GBS}n{kZ7TJ|5Q%+TvJ3)HJsg zp+wR{cE>mWi_G|63EuznKdO;(h5=urIP#xHtl&zo?m-bMn%L3!#aD>{KI)nLiFg8l z!vFZmzLPBl31){At)b?Yaw#FumA5=&rQcp^XMPYwAv6Io-A)T%3J7j}_Eql-Z+x+P!hebG$JGm99 zaef^)jJkH$wNLj2{w!v+j&rz+;F>deh?TYW57?nRG!5VuQ;V;PLrk0G&BOTHbyM-9 z89rqz`1*lhsy1+}^~>>w4*L8_5r{=`Tq36b86|XE14P!7I98+&Q#3Iy{kI71Z?Kb} z(d2`iC$=+b|1s+cvoM$@j6iiq0QBP?_-YMP~*=z z^FDPq!Aesf(4bw!t%RoepA2EIdw!?&=HZ1CN3zc$xjqY-sEb^X6R@(;99cpWpyTq{ z(KMwZfO!Smk}$fWa67VtT|rv)q{Dk2Q2)inywF8Ph<;%I^$`!W1VnqgXG`XQFYZ8~ zeEvW=g4|UIL!Szu+-NDpB{@iaupwh9LjYM?D&kMN`X>>W7jS$8?F&tPVlEFDTNJsS zSvo&BByHvT?(R|insNvGO-%^+eLvthDeELcgn+YTDINEzf;)Em1a$M2>Ke@-m{3m| zKKOvywC1bN4CaiHclQGW3xM1ep99z!nI5Jn&AZHELt=#Qes8O$WIW|bgO+3=E2-58 zwcfp)(Bdl@R$=vhv6$tw85ya5;82h$zS3=2k^NMx1X~R4K6=*` zgQrQ3xG03(fZu*aQ*|i`r~#i}cmu(I-pBTs-c9hIrviN1_c}pv5Rf~*JgK(|4J$7n zwx@Kb{r5IJr15~e)ZA>j3UJ!Lv*DT105qjW=s6QwhiLIO8;J0;@46&U_`*sCju!g*;5)ncn38+>3fpWcZj-J2A@6Gn@=#@aALxoSmozFShJvBhxd*7E!iAb>#?ogCl`-ub~E zR$5c{Cz-Qg5~Gn;qo$CXLOK^kEWEf?T~qJVGd~6r_;&R%$=~EJKNJsnRLnp6vb>M) zFWF1}QcWtCL@eBC|B1$YON>6EcV40R#=)2@r2DxC7M4aP=+&5h}g{4miNPj)hq*s{tQlxVG`MbQhg+^g~g>V%mI0s`$ajq59U~}N=@drV# zP(2S_|LeG~l9Z?Z^BmsGSI!!z_opC%VRv(BfG2`@wU&Y5acT_||D4s3J!e|@MMEQ= zEGZjya1BA4Ee(@iYiUgw?fAF+^r75H*wRD1AEQDu|X}+0K z$v!7;(40~O&A*a9UG9OK^nC39!<`)0_?Gs;s>QTNjhjA#d0*S@bj+ay`&$HriEO#6 z1~hKq#N;PyFX$!jg$fJ3;++`$kAIW@gbINN9LawG&tw1drnh_=_(QMED@f}f_@quS zQjb7$2hMLhfS<6$XEw>phJJQROvM2~3qj172k9zZpKwQhbx0Zh`ViO-QJgLiHV9STt%Cf z^2>a_gU8Lm!UL)5HWZT4HD^y3&P9#(`G9ZF=cN?Ik&wONL(u#6)ev`fAql=0!`4TqD?!k8f22JS%W^z+XLE{pS9+PkcJS z%plO=b{!^yoZ-M8&`j|DPS7)kB$Tp+t=KpJ(=TvfXat&J;Wa0@9z!QD=P6E))`6ip z2mIfIiQbR(h=R)S-4!_w#{Poj9__W>BSXRifS0l9KEe|M-0@PrI>4b2Sllr?{=UO* zU`6YYlwP%aP!f{iU(W#qpuh;e?|3T zMutxp`D|bo|NQr9S&{#F+Kx8j60jN4gCOo!TT>&<1r92*Kv)Rhv5Pe1uJpcgtS8@P zjHKJ}2ogR*&k)Y_fZE}2yPYDps-||GpvIPcFp=DpyRsQjV1Xa6AI#l|4qiqp57Y+X z{{=OO|A3mTQX_H@oJ5O@5w*ch#?ay|Aky!@jpu)6Xj(}B1aR{I*E;`yTF19@fR}R) z)oW-T3>>J86-ehU7cc?sh2+`4m<4oA_WRL_h!)_1wFzq|1=sa}2H6}L{{!~^{bxvQ z^Srz5N544uv|MGLm3-ezK^(>|@k0OvsqqZ2x%YhI%b47rfF^`aEgcjV)sE>mg1Gbz z39p^IVX7n|=ubOZ^Vz8NhkJySOj`oTf_#Q)Pr0rj&1HV+oYIiIBHZlx)10z$#cAFe zRLFVM6$zSr%REUKl4=6;zuNYM`MY~PBSM|rs|5$QHrytb5prNNZ}Q4(l-N-m%E~zv znG*B+khdXQb(nvOhT_JZD?L&4HHMhaT!WE16L;a3kQS$&#*mC(%D|Y;LH_Up5Q}=&a zf)fQFdtoR*Ut?lBd@^n-E3HC50pWH$IU z9pk@{I8@?lxVT2_p`8Uo7(G6Au#8_-=`+^QsPn#3P3~9UpI1Jbn%jmYf zCPrSe_KtSr4Z`KBrO&-CtF7S_S2Vx-E5O@Qe;kl_CNM(#vHs~}0qCM>eM|c?{n}}x zlePcR<1e?TnN5@Wo(qV0A=vPi(BaO;`td9w4>z4*n-K}_`=xPlq(xQhJtrvtjJoVo z_c>IG=%4^+h6@xZDcJk>uZa=VsUaa7|JP&)InXf3%FT7n)Y>buXNT#c66R}Ru(y1dAA;ypxdUW z>x-Eq>Y!3ZEeo_wJEa>zM+=KC`GiP66Z>x)+ID$tVTtm%CKU-0n)7e;WGEYRa^@S( zrpe7hvdE4L%Mcx$iGiY-jle(^p7F^lxZpA4NkMG6+@rlF*J0|i4;V;aC(rS- zoUXl*N`Lnsw3k=pu2K%x!HGF-Y+yG4lj-Fd))8A$E$XzDw66hYzHdV&g*yC~P8i2@ zvEE|4NA&|&BruhhHtl}VdHd^kh;YGEnrxvK_`C34L(;jW8@w0Qio4v7y;P4h3)upY zb(MIBU5Cc+X(&p``LB|l`zGN9O1bL7%4e3Gg}4^HfmyGq z0sf9-uS;R}a5_SDW%~N)Eh>5~t={sqiOr5k&3N8Ymd##tz_d7@^>}F|ln--vVeh4* zDdrNC874>nu09u*>*etwI9kbbFE_x`LVIdTwoXzwm%7P$xTZK54@F>O6y85)w+dJD zhKqe$1@bw_?QOFiWfjxhAIrKSm4~AGZSh*gO`E*ghT5WwJ?nk{T)d4pSl6p!U3(>B z0zx^v%OA|hBE5t0g9E(<;DZEtU#Ktqn7h>MyKvl4RNZ<^=ii9ubg5+EcSzO&vE za53>QUZBEO_1nBT%=ual*b$rzoH)7KVN%swF`vHH8C8RpN|PT+HIVM?Xy!T`-_w5W#nf> z%wBm1d!8SWqVZ1WdeROLc=q5#+(xK!*}1W%-e0^;AkxHLOMik zc$mY0Xn+BU?(UIcPr)q?t*@^eJ=pBXIBRjS(Mej+YW{ZZijH$fdi%cC^86y=>2T6L zr0l_MV(@*2UvQbDCUrJ&Xxw9Kz8@^*3=c@7srk}f(al~0PG{WgK8&?1b9+e$a&K6i zJbZL*w6&Io{-`V8nZLGj<2c2psUmT0JyG!MV*9wPaAHkgt8eMf%EcMQi`?BogL6Vw z)ZyV?hJ=KPfu_s9jyV*#bG+jOn0x;AH8aP>L;Eln;kU9<)pe@ynB+CM-$f%N`+3@a zw>8=QywJ33b0pR43|HN_ZW%q($P%cg<$gEX9T0J`k6pofKYIl7BuOr`ZbvsVUJ<*{ zt^`4>>9Hi&oi7hCU|PhahNsZ9fCGD$n{4|Z>6|9b$0 zmJwFK{7b;Y`a@iUIn9AltKZv;12yZ$E8Qyhh4}Cm7*-hR85oRpMj)S7YB^H4(qz+Y zg}-F;w3PP@vztSl2)nx9o%2Z2H%sQd19{lSXpzrOOO*r;+*T=1H#@7p!1gAefR#gs zkCaiJ+gnp2YJ)xMcm%>YV#hQ>eMnkkP!(|&D}Dhj>|3C)*d)R?x8d~t^78WHDxvd( zNG0|sEpD3HE~mE*tZZ+_UhV5P_IuP`i}+sHI+J(Z-pk0$Svl`@-FPiLIp=q6FS9=? zuo5#O3Z3j8TwJUi2pi#bu~BCe?ZG9_d}8};gkDk%BT6*#*KorJN@24PYxC$`yX&KjA%+usW=CdV}4 z?hVp+8*bz=7!=yd>uk>5l+uouv!r`5ptBwwckAo*Zt`;wHKdyN=qaaC?w7bL^Rm;O z-`Hp-VSQ%K_zJu7HQx_E;M(^wZJnub-F-RT&BozzzdRFza%K;V1 zD-n~!m}bHy47)R$jGep*gSviC_LD{5w62fZM1ooyn(6tJe+jWd=ru>9K9=M1jX08K zXNazUXg6lFIo*C_Ib6Igy=pEbW-)VS2u;LM6Lb=#R&^_NRSsA`c1zOIv}gEYSNTKH zXBY|2pH?B>Nq5B~lQboag9p^0^e43vA6i)$VY*ZlBJtzGQm_>E{l<+LNIEP~99FqSONtZ11)s-9?_3-~{v5ASn8L>SX%cbi$0AR;JxiHj zaLX`9=OofMW4nuCl+DX<(&J z%@nZTw0YL}%eiLdH7!ZJ`OVs*gXC{Xi)L4ydD-CWn@$ZDrPVaY0v>GPr-4K}eB#ia z%pEEOA_~kVbIXI+q*OPA%0ado8yt@#@AW=MWG3>UBC=*+it(T)7kNgqGELdWifa;9 z8G866X`9IdtIby7iJKfJ$51Ul8~&DCYD~@Kq-j{CRhFL=l3_M^P*=%SPIZa8gQH zF`OVXD)wz-c{N(;XkPNXbJAP#K1Pmeo3~@)W=Ds1|494S-Rox-KJ(AGaSEQ9uVKGx zGrfIt{=$uIg3k1GKW!n?1Wiczs~Bm@HH~$9(Id9%c@`d>T=eeBI_B+{i&1S<20N(4 zZ|V4EYOf*vxw*L(#CDcc9@|Ezo$)fiv~Z^Z-dfuNKpHsYA6f)rp+?@+wUm^UR5V9x zVq(`|spgiH?BrT?sj;g4{wM{CnGcSQjT!B^|1SI(@}cJHRT+VD=fUvx$d6oEUM@`9 zDHP~dVEA3#tO~Ekk-RC-#gjixYe65YeD-gF>5FNx;L{HjG`u&CnWYf)r#ilI_n9guA&Yp9EGIMw8lE{ACmxs=aOGPjDh#mWn-)EKhiK`$m@0 zZ|l01E%1U1qM#~;296Dx0{Prhn&@HvA@i((?jFP)#kJsCL&$&J3Q>(!cP9=D4tjV) zx@Ltj2Vcq*g?hS#yt@)lXzB@OaIiDqU!?S~A}$_TB4mi~Wzod>yJa~&aouv2iGs9^>ZkUG{d*|nW2PobiREA zgCp!3R-r*(sJMKrAk4%VlG>-!QT~%cJ4$;#H@A_;rUqKtTE5n1&jMALJ!(X| zH3k$SrRe1<@%ibw4Fyye>!<&InL=@V@z%v3+(Vz}uOx&67BfjGM~= z^A!*@B(rAVqZ44&^uae4frU3N31}#F-<8|+ksPH#YFEvdM|x&f5-Z|X|?YqZG<`P-*$KNyG?RE1?F2TJE(zlST44Vknx z-mLl83xIyrcfg=+Q_~)xdqR6ycYvjbj&X0pF=&}>tTwHw0ZN$fdG+i!IbfM;K3?pqt zUoF{aRNooWkZwyZBQB}NkVWE&?K+=tH_@7rY=6wEE>nVX&DY@aqA2JY38Jwg*h{l( z;ZR0oi&&PS{*3Q#4i3EuEZPcAMm!j0r*?T77AZ}XPid5q4hz0L*7T7CoRu{wWwR&t z`(p?Oyu;336-{=t+P1Qoi{SD|BU`o3zPxN1DyQ%`mP7#65e-dS6ItchCzw=l2hltW zb90<=$d7Sx^3ZFQc@?UP;6G|eVwE@>G)Wy&4j@V)JP@|;QY`wUqdM(Fp5lFdX#ki%J8k%qb0S4b3&{k z$tn*J{8LfBVI#zpAvvJuTTN3-X6a?i6Hq#+TMo;Gw}oVmRlNs4pibAy*8aiuoglQ! zg=R9{RVdwhaBoK5n(u~8O`$C}HnUS)G{E!})e3*lChQCQp0g3AXYbv3%-u-uYO7Hq zXRVdjPoqZTpvcqUq2&AXa6M7%;RA3vDBc-*+BB(M3_-+?d% z-tD4<`V01oi1}xYTM3$pneQd z|8)D$ev9yJ#gc&w^!RoU>?nV*$2O9<4^?PjQCv5Oxx79bT8!S>&+IY%1g_PqwN<_* zs$q!jK^tGPX2QYt)54cBvIzU`n99)+Pk;ri<-#tq4uJyEK z(1*H50g4etaw{zJWDjsIP6;a>rTv7EA8BY6ZnG%tCnfbj|>AZKU2ec+~Urj_4R#x7Feu zN%kv5sy{}B3KgDm&YkD2W2vG+-V66Y8znAu6*T?3mk5hwwd+b`pM6p0WncZ5BPS*tT#UsK#ziG$HNKr6pSY_@|hjmcl zn7#Ta^Be(q;{519Zzyeml9OOo%nRjJ))99BKaVf85)mcGD1P!oD(_aVsAAxxIgCR~ z383>-JNQ|w?fm7QStt60pMKbuuS68yv-@Fyw?(S4QJ8=9F*p>bST)j7$ck77#;n+` zL|dNleIBNGnL!%Mez zz3zTn#S7IN3tYRpxRgPlI!AN{oACVK3zM~wuBaDw*CR8S8da>uZf@rbFeGvh`)vtr z?Fl(3k~!~gs&=oj2XAt2?v@973&iE`HW_s*3xe5NvsR}yMrYG5%vV~^^y2hRK4-WO zY*5MzY4OGi4s7zToJu{}w{192cLDN$nBrn{dobA^jM)KE)gGtStcbb?%syr^8_qjD~wU>m`QxnsviPeVC8me3n~%mlMO$`8xy&F7ZXG z|B|D2Y31+6F0`Nn^q(Z3SGWYosWts9jlUIkP?tCK5}DA`2qq)E>q|4s6*%jS^9XKw zIw#XJI5gkV@eNOa$T3Ew0MCqD$!j_$L4VdmbE9>Sa<2cgmX0k|NQAYZE}Er7rYU}P zjCBULhDC@q0!L^`5`i3kC`FOCb5#i$H&RKhR4PYj{^!;YSVy5+7oPnD(doVK zkh;Crrhndl`uRgrixIXQ>iy5Or45mfE%P6UWh>6jrSioNE6A*Yt2|tn!|)1K$(%?j zE_hW4KF2DBHA!F@v_t=pcf?65%zxDEF>lFF%8wq~(~a3g#$OJ`2kmwWrWg81MNob@ zpAvxCwz1SP77^TMPij9~NYS)j>6)ieI9>UN*SKs=KK;#`=$&7A8MC7bh~mdlRqSh* zFAQqSdZXXI^w&mw-nothhp?*y|2X=^soLOx9^C-W`EXC=wWim|{ueuj9yJ3){fBf2 z2{cQ-Lmb{cS$a%}lB-XT_As9;l%v9lLY9A#<>l(_%eg)Yv#`o{RHTnt6>H!PUs>OL z?P=&W!uN_x$kk6`Q+UnzA*^L7%USl_86gj^tTIo!V;}LjFlGG)gm7+NH8tUABJDWw8o z_elL%ilEbM@%E0ljH9?DN|p-cO1LI9zoV7BA7D`E0{z*n@BW@40QSdS(+8#DM07cQ z^qGD#=Bhad#D4r-vr%wQ4f?+y=53#E$RLLhFIZp?&3weNt{IoawM`w^H~^JS%cM>? zAR)1CqEzmaOAR3#n&G1P+O!5cO0gWig%(vnPNz8j@-2Z>vR z23^%pDkn&kR{!7_HR;R^=GS5fyIJ(S;?1Zz$K1HhQrUCYxz+RQyLy7nef<-_jn9m- z&DAPlnL@iy^U`kEjSRa!-1=Jop0F|;on+}!D6N9<>OcW~uWa;+`sGg&K%qrk%roNy z0ZB20MV%64pzin2T3bU_f#6ZbK&i^bzkvHPnqe*u%) zOvLM7&ZyH6dy~q7;u(v=_4J~%1Q_ARjeOGx^^A5+eHk&|ex~19hMJ?G;_9~YeIx-( z-S>B@SX(t9xg^F&*aLaXlQwtcDHQ(1j^H-dECzo5|L8-Z18+*tjJq8c1{ z&pXBSXI(7XaP4*q-!Q1L$+09#Svmk6V54tZ7yRCv`AdTb|K}hL-CMt3@kPSfjJgQK zUNrEGGM8F4D{sOoJtbWQFx>kVHH7uj+5zZPQ_A>0O22rdVI2$#dc;K*Oo0%=keAOaL=&$5)BcKWv<`_>`eqN+j`HaQ0{QW+hzTreQT8eD7c5?=p{sel0fcD* zPp*#9Zw@hca5g>@S7LS+pn!zFRNjS8xFg}86jOOxB;-6$A&at#pp(bBG59J zKx@}qdAVa@@S~qp(5p7H&gaYY;n#+O^cM{1@YbqOmyzr3(w!&@WCx# z$4UruWlKCnLj+e~5;L`#d)wPr^wdAKLpHU+u`;Z7Hb{szkcvhCx!nl~2zGe@L{D z_E)da9J%wiykWw#7b*RjRKj$mB;c*XOUI4iRt^S?s5>Z-*zUc28j}}6T(z30T7{Kc zi$BNoZ3(qXU4?0E7FpH$eUYQVg1A?#ql6}dy69!ibTPbN3z0X zpGIDD3H<$26?M&7QI^iAuwQg*anzX7>ntU*h%(+a$<-`JUE=h z)WuJ1f(CWleUjj3`Fq-&dB{PUaY(3hzOAknEG5MFk=;Lf`4llgX?SB48EocS2uPEa zk0Hx2&DDs$Pog^CyM3}OayVZIeasS$~1WCR334Y*UqDAo5@qyW+HLO@S zW6h&i72NruKXu3pZxcx8DT(Bw7rETS!ln6{Mw_zT4u`E1_I=I*1_(;XF-wHgwOvvK zif3vH8s@ab0g!q1QQ}?JMi=Z0*RR`SC4t!u-u!xzo6z4pVn`70oO3MZ;u7tB2_vC_ zv+AF3rI|4I1~n#u{?~b%+uNR1aYvM)g}Ch^G*@Ts?d{s-%}2kBe9wtY@WpsO{Kc__ z3Uo`V0n$9@+lgtCHqjW#B#n@Mg|Z6wE3hLV01Tw7^DCN1kt9n_igQ+;(_CHf?Srx|r?tf0E=%4-4#&iys=o;<4M|grt1ODn z;EH+4DsX(oi8u6`_auK!xH^|0F0oJ%{Nt2I?>cevR!}ZL*mWN!J#Cu4Q1_ zH3D(}Sk$nNkCPOe570dPXM2=;Ps^B7Bm2gUD)X7u&s;2TOR!3xXQRH(W}N#JLt50yIceCWw25K+<(CP)sH4-(fZ#BW&KFpK7tbY@W>ekM+5QI;DZf_qOe%F8 z$w!y(nk8h+=g(s>QJ0L78e*$02TbRp$D4pOlSQP)(z%S1of zKnZGGF~A5_4L2=-m5NQ%NYXwLV$p{6rdMZXy0!&Wfnt#evEfPG6S=wor(x}4)I@eX z=IJ4Q4pK+XPQx%(|IlAsTJE!!y0QT7VuqLvb^XdVmDSsxWW>Ksz@4oKQqQec6A}UY zrPaJYeLlH(xLaCD{e{*w)Jt z|A*1^Y*Ub77ynq@`UQ83<5*US@%Q8jGEUFff}w3Xfw1j?;>O(1NA~MQ{iFhsF-smA!IyCPoj0i29 z-&SA`H9&T3T@Cb9A)DdQJUByX-);Illic29;CP-cP^?Jf>Zmf(ey;Jf0l4F1v9d|q z+u*2XY7>DYxNyV6Hpuwd4dEp%ah!fehdo)29bxjg!}IzS+)ardq+xEyh?fCWh^GWqSWi|WQ-5aj}nJoUXx1X&ibl3I_->6_S|9YS3 zz5gR&XSo&2aDdH%`3yr z1yEV}Sj*~AD{J6IRNOG^ZwokuF>ewHm}(J4sX90!90_j?q(cs924)J%0=V}Gq}Fu@ z<;wrC^`Ak(!o<+(e#kyr&bQA5o7Gc3PkXBtCpT~D4oD&DxjTG418fX8xIG8CeG2MS z#CCq-bEaH9?iI2L50&Fc*vLJNJ)f)Dxo*!l|EE?!}z8C{VQoY%;kwgsiSez z+>f303q*iaLPVkGJzfM5TrrH*DlCh>l_<$@gMxG+;O=+#={`Sd<`DrsJqZ~Z4>>0x z5ylbtoZ>u*2@><<7MgxAn%Q&4mbFV3NXu; zOen5J{O<*ST@aU$g8hp<$wJbfG(P^DQT`vnS?(>7WTC9eLb}il6>47{e3P+|@bJhH zb55SRXmn)GVT8J*Buf16*4jW>zUxKfJ}1rRo<7!1DlQn!aCPop&OQS<3&%H;a4|-M zJ-+QBRxZT-zY{#G3^t1S1%+KC5oeF&kbC7v`|wK(y?2zC-j8svO`uH28v5*Q4@6~W z?ztaC6cm$_ruw~%3AuLh|aN2K0=6!vP?$fSSDZ}aE(V@Skc3!uqSBfK7 zGtYQg(4!?8gm#m^4`rOkYr%Iq{5(dtyvT{fB>ACJ${n}F^^uum_gRbtd7q-MA>ccw zxG;|$cv4%c^f|)cKa5)NkT#Zt$PkKlWYbZi=DhII>kB(#+jn6@q}c#F3|FMaJn1w_ z|Nh%PhOwI8hsT6F(B@@*77yey6j4Ig!URg|=*LderaT=h$f65vS(0F)|LiiN1@FJn zA=#T5isAh;zz*R^Mvo#9m8G_<)%7%AX8yiAQD*D4S?O~1a8b=fMUB>Dt^Jk8z*F26eR7pNAw8tvm&(8^ix)p>_Kk&Q7QHTi57!-cMLUZ5YA7TC%7z zIMJRR3ZS%PJmk#iNe z5@)Z27y;^Frx3nFrv7P61NUOM$qG`D1D5DJgDjOodT>GpRKj=*s*)k*6E7RVE(*4G z!L3kN1sBMWi<3C6M3T&KZ)@IkWn44@Ai?QF3++UhB`r8#NX7)7U}Ulri1K2G=Q8!G zUbINOIFXvs<|2St(fD!^V9SB~DzLaXX0jzz6{Jo+MP_O$I;tnH*osX5RBa`hU1xTl z_`%=9i{&9AF{bw2kw*=|d+|e&~zOX|58m zmRpEqGg|~=d!n%3u=rOXQe56~!T24@SJ9!F=1vB1#0hS?N^p^EG3aJZ&?L^*(*Dfi2 zu4K+r+SXP&H6hpMYGZTspS52Tz-ki;edKB1NI5jC?l7X5X4TI9oWZ}Pi7!0vP|c0L@6)3X-Co>j5uP`!SQp1qy~j3_MFPi<@g2N z2EUD9w{_sLNripbY;LU@V|LefE%=f2{tm@crc)ZNO z((mlS5votk0WJiuy_~Ir|)bHu?jr_g?7?*G_YtwydDewwGnhthDv| zXgf0yw?Y;+M$?Fmf*GW%dO{-+MYIx>sW{?VKzpU~T6OpoF6VCET5(y7fsz!dvC`A# z<#Wg-O5}R^Gn?IWv=wsoxdS3aNC1d>^yUs>DUwpXJA2$PiznG5J6kT?%MLo*cO&I) zck3Ov_JDPi`1YiAR~u@R=1=>*0Y+{+E&j7X*^I; z;i8EIV6uq>jxUu80w2#bhRxx{_|+|(u53E*b{7Qp6<{5w(N}pdnpNmCVzPSXxxIoC zyvnjP3_W7!%~=m~?c;I{x%Xcnz^D*#&Ee}Ewct{plv9efMLofe`(6t`dD-55j)R&oE(YelHsf63jR|RG46J{NApbCrY zpZT%$X`CVX5dCKYi(ba={(h@}NO^+VK0uCjxI;w{s4>+Ffh!(%4mSq&T5`~7#^Lft zBY`LyNz3_;Rq&rQlK^t(^=G4~dY)}#GlM~vN#h@K5`F(}-b%|2c*!iQk%^SF1QR@~ zQ2XAC){}4fVxvZIvm-&*0hc;$TR&z07Jv76-Cr;O@-J+tPkm|wAfj~Ey0L)pauvgbm761I;XLx^Y(*CrreiJUKp*5#eL>|e}%8Y?c&H-L`mA6 zLEHH{7W%>&_2r6RiR-hKsZf=_=jd54GIJfhv7P^=zK%Y27HeAFyZ20ApT5GV%9i*Q zYYR=7R!t3P3MR-V?Z)LX77RT89V3xCVqWDDX+u=cHAX=|7u$Ba=9t*VbjH9U8y**s zbdx%bOA&FFe44CwqNB>jzGa51yXk{#&s|dQdvinZN>9IOQZ>TZvuh#rn{L&apfzpF zwHN7ALF)I4yL8g@jaKz>TA$v=efb3d&+0P;k5*N}nh2w5n=g`SC%AM2MTseDfvm8lO4cWUUVn+Pz;O z9j^T!s=hh6((uXp#&$BXZQHgr$xJY@ZD(TJwr$%J+nU&R^4ej9I z?dRz}r%#^-V&8h?y%O!SB9TyQfCms{oy%k{KYi%@%UdF$>i|5Gd~yH-_zqUEy$<=* z*!QLx&0o87M!3BY=M!Z})cc6O#ukF?lEV{wI>0lf$&~Y0c=+V|x$_UzqSpWFMQF-B z&T5s5nrzn-Ck-0`&08?@u0s5MNZjLtlXf@b1iYSD74vkOfx!=qCL5?)Bc3-L_pj6kb(K zZF*l8x0r0bPA9BtP(Qc=6FAeyF-6qb$h6__KzAm$T54q(^a^}9-1YRUDrp!+HghxT zVm+J~{5l}5Xo}c@p!~cfm-346T6XNWoJbV!_!$spG4k$rH<+RL2&sD|O$;9OcZA?d zQUjnCzjq@utlo?c4&;G9YylBg>$->TTNVJ?Kx7%{I!T$AooIYs7d+`4t$EP1{~LEo>533G&`NupLJ7%Hs#^cNB;$c*A!!v1-+vPc4s~ zArEBbfi{e+yVSqiK7BMPU!(X|_KaKfS6Ri>lA)m) zge1NgByvY|*fu2)7(&%HoVGbmheNy3lmxw~Jg+l4#cy9!fvLP;{Ge_eUi!1DH(h5s zyNWc6di9B3T30wNK>eBmst8@?sSm);sizfJuc_KqXH%|~)yq)4 zk193i^}Pg<>~5?t?5WgS`)o*3W1yQXVT`OCf7;2sNL;a$Qj13^98{ibbu#kuLhTfNRvzO)u}LU5|IwipR9BsGpJGBor~;IALT61V^< zLHlud1y;)?kGHk0azanT#BhY3u;81TGBTGmG^9xsB2)zfMIhE1GMXw#Tw`5?c{!L; zRse{9_r zV-{>t=sKW}p^tq#Pz$A_qjToz;la@J57z$Enx@H70Co!7UbRq&YU$UYB?|$O@F`%e z+C7$w>-Y5A;W!GLKR>DqT7Ga>t!@R8KP0UW%G@@^Q!^f^ETj9p&4l5>|3$-Lop|CW{ENUD-}0&q{}7!VZ#A_Cyk6B2S1*1M zZNnZrD7G7_{;$@T+4NDTTH&^}OnfR~1*CMW8=uEB;~QvEiig2AD9pnc`*O7wabxRy z9uhyB#c4ga$@ocw|83#S;r*(WKwgy6F?3TO3g4__Fu}d1#O0#w{3qF(-3Y1Z=+UJA zeXZ6unt*rSBI!-{GJbuyuWT;nYaql9TZ)L_$te5g5+R?{YhUlo`XiKB02DEfR}bUG zT#Re+Ldm7z)o0qH^zv_RJ;81@8f)M(#rbmOi}uSgrPc<)wJ(2yilea;yn=5{NKHBP zjkS-1PaCkn4KkOozC)jG3<9Q<1JB((@V)plWtw1IzlhqG5QZTqDgRKeNzF#A*~8t! zP0e<5JPkc9T7@;1Sx~XlSz}o|>)IARb#?V^)o)h>2N`A`B2u9JoqEP8YC;dtWy!{z zg}LHQOjrQ`eDrrd)3RGsboVawp1&QHxe_v!T@b27J$rNA=O1-_ro``4h@0)Y5-(iC zyd@Bdm`{6NZ%^$JW)pT^5mLCXp&_yPW4oGQ1>gLnNN6Jho)|(jI{p@GUf^D*<*?%b zEW;pt!%Bg7cX9DB;L9E>`2MY1GdrHfVm^~^{?E7 zEl}(eA(=%y4x_kgus;`Z+(GoU7LD#-a-wNFkY8TI_){Xi@D#ZIkHX1@LF(L2@aU_H z3Gv>~Q*|smn^&lPLYQhen;N_Dj)B2{2nwY2%Uwbs@&bPw1aRyb*w1HPd8Y!e>KHsq z&MYioRxc z0|8|{{o$aW8nRJDjT8(;BcB?s2{R7nmp$0rKo7nAEOZmrBR#Q!%cw|s;5$shC19;N z$a+P8prBRg+)Dm+Z>rC}1&QsBLo)-nZSF^)8$Fk&8L$Bzhh9PR;;Iq7It2pQ2Cj(% zdWu|S8CFsJ0d9-~T02G{=VSLKYTy9{MBnOB0#nQa`l7}hR!$nBu2d^jxM3A7HobZd zf|0O9rK{W)cf<&y33;A`YV8D~Gj>Rbk}Z$dmwvV!sv`A#?bfJMcS`>!M>D+A(EUue z0`pQ()dKs(iWYBys)Urxetu&+CkIN0EoDUiRGjS&)NMscLPCLb#{NbC1o|NZx@!;H z*`N5|KSLy|?Ab8wfC!K#;=Gtj$pYfO^Yw$S1lZd1rK^^{K#`xHN@$(N34i)ARZ6>m zHdMPC>^kVV&7t3Fx}Vw{Jm;V;jS~N4CH^SCVUP)#D$Ctg5O?L76p; zK6e0ialWR2TFJUKR+Su*}v&+bpi5{ihwJDuCJ;)CHT8QGFNRw#ml?xER2Q`BfI9;aVMtV82qj+QVmTSRQoO1#B(F zRDByrPdm*G^R@2FFd5%DrO)-0B0tSmmG(e{eQ2&e|=)Dt1{E^lhxzi3TUH9?q{C4XLx980hpcr1}q%I z%Hh~3K&%Bs=T4^LPjx7QlwfC1nk_XVcaa|^D-l}W3(0ezVbhaPA)rAA2`h4-T-G1# zX9-AN*ZycKw38VBuD@FxY7`V32&M}R+q+FfUw5;PpK%Nx#oU`17y-qW7gcwO`TrQn zIPrjUOLVoq; zm-1YP$*vj5Pp2_*h%EoqCWYFuf%@KZ{6FZfn4dj*A*WhADBAs2T6Qqfpt7$E#Qr zHo*rn_8oD~25k3cp9}o;WzI0aTrBej{nq10-EZ7C>n^A^xmK-pT4h1_l-kTpOjxKJ zDH8t|@CSeDXB5dxzZ%`Hbk7jNL(av8O+e;GY(>GM_Mcr4k$=x$ zlZ;v@Jh}4UWRYVN!!P>N&hq*Dng>iJzgE6MHu`DIfU}^S=vJRxyc03t2;PisIMVA_ znCA2%7n*kUH^rQJm6R4 zBn(ilH=AG^aOId`5dOa?C9(NzslR5WI(7by1*filE{asXx2kcUPaP_Ze2+J|H3XMf za(X!q0U^->6jDlSFo!ss`U)1pAzf~W30|h3LKX5mzT>!F*!CZ890c3Z~vm7Dm$WKctqPY5Cf>IMlkhvWq2=N9XATj15?$~`@T zRYCAylbF?qHuKnSGkVx<(_GXC9{$ojG1~Df_~Vp!8or?x! zRKv>P|DGl#Q0y&*;5DLh^5k1N4n>=vzCSzsJ|#aKcIYGgmPRCOV0wRz4fXq_MZv@o z`aRCHgmrjSfx`bMYsqwWd&j$aous++cn~#nfN{Wsz=`8`_dNW%?iK`anWLRl5L$5u z{a?f$1GipY9Yi<%xLE$mW>Z6uzmc=4r8BE8z1a(&N9Px!69xrFVYbe$UTRR9fa2H{ zBdp@tm6uHg%YQO_JDvWMlg@HhWjnY@vSLAZLjm3a>LHD9nTeoD^r}Cr6T|P%ipj#- zHf?B24d!63zMijsJEVPMtgdhB9a25nEw=n2ljki-_@-(;ITmv`{hlkT@m9B9%zVGj z8P5B)O|r@f4LCbUz`ZJNDq#zI=aiv&PbakcJiY=j2XulbXjY>a*l$1e2#Xy7-C3Ql zfM%mVfUcK+o<0ZxZosx05WBYv04I8V)$(&046R&{g?Hl3NMmJz1Y4U`NDr5jU{*3t zFoqxJ%LgQ|47EI*FFb7k;l}+$$KktZle+ZIUYJC)MIa7Lou{_IGE9)f&8sEZh!mn8 z&MI2eye0BkPnEh%G}(JT;xotL4|+}Y=1~m+Q#h^re&rdG)MA60VF?f;u(#G3K4d0= zwu)dIcu;)yHr`+VSFgcTN+Tt(7o5c`k$Ln7J?{$DF*Mx765WV3_BhtCzuV}Y8upkb zURSR3LaKgYKmOS*K!O~#!_C|gsz;{+6)JJtTUgvn`!ej~e^4|VD7t*J)7gRB&%O)! zY-?RSJFogfYhdN#z7}Eqy^ffuCf>7+VRymm`7xM6(Y>tfzNrocPKWXu6QYG##AkKw zJ5ci^1c&M#E;g>(Rm&4zY>N+#@3wxI{8S#V#OOgTi)YKEBjZz%7wbWcaa;>at@*Pvbki%ZRoS;xF!2+h#~8NrUt} zAU@^9#|DQ7bCaNckXUafgaS^Lw3iX~>Y1{nxdNV}k@qZtlPR&9Xe=C@Kv&@QchoaDNHJB`lMZ%C#hP z|02cEo0`U|=*H9-4$vH4{`~!1xc(^ZnxF4n-UVFVlZDW?A{V^c1jp1U4zmp?Ae59A1_l%~u;bo*Wv?3w z`L=u2Jt`>~OnzOD7He99X*tLE*t$A8F;>#!+(w#LS0x}Kg7oNzaO5h>SsGtO#M zS%~W;_7&ECbC_zbYeK)hF}qp?^UrHJDuO1+=yH!cJ7IT!h=}jFFBz#0_N}xVE-!(_ z-MWf%xAJzghzAq&jCjAY%otSaTl`IcL?`&3v5Ua1iQT|~#g&fj%O!Si2%zw@mMNQF zZT5bzLIqmU68`kM8R}t|zmpWZm)U-D{rEc1a?jKePkYKKIbG1Y^s%iuIfo-FL<0q1 zMTddT2LYeW{cW}Xhil5qOV8Bl9>d(q47_Dl)7ume-*iR!HxDaAYh?6jF5PcvEh!?H z)s(Hv?o7w>Q}?f9rz4kydx?@amm{wavvVHjQ;p4og>mGo_sMvzcm5TbN2SdCq12VUO%KX7Q#1<)!!$Xe)T_(WrP43y5-l&Zc<*kBjU-k_ zBx%vliHYSNubuA~kl^5dtV;2%{M_KA1Xna8QB!_ASMsoTH*KIVpGWZ)8_`W)vTYXj zr={E}vl`(V=%hGh98^H-_x1rX86@L%zni_7wp;xk55R(J_+Xjc{vf*)D@IUY8f zl9m5a1S-;h5qEALQrZ7D9*I*fuO(fyqvLMtIh%F&03Qtdq3Pg5^ByucbTvH|d{@5C z(zor+vHhBKw;G%R0&sbg56TH^n8W5Q&pp*aO89}C3()UR)R7z#ql102o7&#o+WMTc zOSB}2+6|l3=4luU7;9Gx;1Ua~4FT27 z(~@tdi=tkRF$v5%{F9WG20zy?--UPfv7@xgu6maxdwcVyy>V>=@N3-t;IJH9?5}wf zs!93~(`-D8OA&ZhK|UcsW*W$Isoi}PW9=Q3E(MPyOac4kLa$mUtz71wNAFUjs=`IZ zv2$>hWe*ma3ylAG;M4jm!j|BNJgTBfE{5w?pM$i7f@C00L zbeY&xDTNE<`(FOe)pc37WUmKGbHlHV&w=$IGqN7dAah};m zl!D7&-6+f(N++76O)dS?Hmh-2#ardsK+`N#$Mj_igf{#Ihx)!t?PtW=BF?3`A2nZ_{ zs8B0yIw;a9krc;wG%KiqcW1gKB{2@OE!>oX;!2ml`zyJtLn&)iurl`QR)l2~?>k!uVhLq)obcsa%OfjL9v zz3c|&^llzg4@?ntHwdUdlQbdS9gVT?qCNYtlzFG#v?=AO;sC#S`}KI$q3D?Jf2&Jv z8ld*?A+Efiy`4dhyD8X--WyadzYhLbK=oRNI2q!yxC~4&{(Ssnk8dT^i*Cq7+WhLj zXmZav`w^q}>=yeA36T7GHfILOGU+9y(CTMMinW^|docJ@Z#XskyH0X`3hYDq>t82% zh*@$O`Stv^iilue6K8HPzluBYR+1xuCs~(UZ$$^wUhE=G4)W{?z1zP0=p0?|7=+8@ zyO-jcZkU$KN+!{dDc*u7>7N?lPg3~OWRoOkTaQt+uaEZD)+3H?BYzPXkw*0K@OG*@ zE@6$VK|w82LE4%Os8Os)VrJl^3w|tyfsvS)e8i^h|5E-XVpe0ZC+f!;pCH28ub>-U zl$Ca(#efZW9rQP+xZW28 z1f&VB2@Gr?4FXlsjWS~Q*zpw}yBa+o{`Z$$_B@NSbxGQp6Hig030ncl4h)Q5l+o0R zX-c(vDb!e_B>&BNQc(L0tK@D=yH+&KH@^IpW+=GKIw(%)E({34FMi3leDP#P6=ETsGgLCQL`;#MfBrA6JE+}HF zy~SaU2b3drISr-lPV0#OEb{9`vASpt6s{gHM)H5-jJ%DszU&DHlK7ASe`E6s2k6a2OP#`)W5+>Lt6(_OpO5+>TLgtfQ7 z(&5>2vECB+t|%$MUYroP5nAY3V+a)9QxwWCbH_v%4{*4PyNbn>hZLT{F0yvt=d$uP zqEMYxowp)NDSbLv^uElbuqp5Rl!SzO>rNa)r5pYD?4O)PPj;z&W+GA{Lb2QlFtClo z_>f=-<-qv-=y-m?3$;6+TBwG=Yg>=|ZYv@OQ7+`}sQW78H1|dJeEX-U34|SDS*~iJpG{ki6oFc zB@{7{?bECMc`f`6M+(8MakDHx zfGom`94?9Y?(;pl z?HfccX2R4i+rJH*&i?b2xsQ2_>_K_ovmtU#)E3sv?An5|Xc#=yRqpL1(G%$%&@nOS zqq)35@$4V@5baHY_qlIrti$RbhxY~e)nc>dp)8XZn*LKZ#N*|T#~AIqF+H4gSpa~n zIGsj;;^c?%LLlZf=2qtl-!*3DLZ!vP&NqHcn-tD|RS$RHI5=oMr=*)8QN8X)XkbW7 z29Xgnnf<)EhPB*>;&92Pa)()NtO4#q{riIq!h&f4X}=mf5d~;PPr}KGoD@Wn%s1k@U7-Wzy8R< zw&Omw=UN67Z>7dzCWyTDD`$Js_o)INu0yb@v&^-Ct4w8+f!R(cuj8>rPixKbJ%o#b z;yx4{MOAEpFU}fR&Eol%;=^C7HUPX#DT)moih{BvemZ#|m`u5d#SpUG@sYjWfg>_O z%xeu@M}4>y+1|N{&>c}Eqozz1yFGa}1osrTXM&w&Yr+fGwx+IdiR-{YLt_QA_h=d3 zU!F82R?)3D(UT{MKP70Pi_eQPCTAz;HlB8?=O!hu&CK1)!zf=DF&1gw7}2E1>#ikC ze;wR86izaE=Lx_X*TCqTNPEhg`k=y5>au4F<1$xqo0KwWU#r#`Zo1}QTabCL>6SQs z>;OI13T?l<#G5}yl1;Yiu6+12-D>-R^@o4%<9FEbqSvy^k(*-7_+b!rN)|q{TN)aN zHFS3ySn?{;Xv)Rm9%*fe!l7T%v)Ij-D`)86&Y?|h?^kyCTBA8QvN9F=d9F9|-KWgK}7eVxY~e?yv){{+z1LA$}dy4l2XS(>JHz)6f>$U;vo zxWgUKjmoWNJ^r@QFzRQA3lZ4{!Fbii5&H6r96~&rA{7GRn9(ntZa~*D-y6Hdc`D&atnq`XvQKr)F&Qi2x;wLW@NTk57h>-X`-6G)wP!A`nio3!V?D^XmH ziKduF?Wx-Nwu!ylg;4&}f?LQ&gZ#a#=;d$2hdG`|x3c+dRwR8;rab@6-LotwMQ-i4 zid%RZBd3@z#P{}g97ncXrtUQ4&!@|2z0V41{GUR-@O?xBm)vEhTWxyWPra(XoUC`K z&DFM1p`r%g>UQ4Y0YXguL*mAqINggo=9Gm=WA}dp`PH2IFCWuYaO||RNUxgi;9P_6 z&S-uj#6vWN?z~zN2qaGW7v)`hHXQhWA;V>#_2_Cezx=$JqxJZE?uv|$-2l>Fg5m0I zSoQMfs%3U#!}XoEUfd3{N(@WiV|_`4kNuH)l892i(w0=r$2zKDDy0@CCd9#jPCy3Kx=7+`!L%t%sS8Mv7wG)Id;fP%#~gOh-&wY6l%uuN(G(qJU3NF=Etj2dO#T6oL~Y`z54icY7^zQPjXDaWafNiA81 zqAe}G^QR%BcH>QDdNQeb^+4i`c7*!*1RTAaT5`O|Dp)OSE0PtfWT(|I@`?|~wkxc- zauDqd`mgo*{XlEzQ=1=8Ak0;~Ah!;V%mnf(H?gD7zgS1;l!+yum6Bfba(qUnaq>aC z>jc%(?Bny-`_ty10^ydabB&zc<%eUCtm0+FJhIuSeQ6Pnzb~XzK3ED(ihmfHeNBrlHI0bu43|!ZzNB zU48pUOxwuTWX@+a`04|4N2zPhI@@t<05zRfp2$)0qb0=+8jhg9zg=)%lWq&pq^x4t z-Lt1;Jqu_;b(U2sun1@flcM|4e4eGc83$9iO?&SM{EuwRg9#iTL*3RVNM&_dRT9}! zWa#-Xuj%wp7Wq)%-iSRpVnZCR`B5cWp<~Y7d%-b_fhlfid7uZ}wcEW(3<*SvY{4I$ zKC0lQ##D-E2t^VihiNT#hs`j5zn!L0|6$F2en;|h5HJGLg$P*sH-+&@fzePMmbJ%N zEbh5mdTS|wAB#Z`+}TkI{SS_6v2B^M9FX3R{WeY_{WT#!S)b;?%Co8lzUhX<6!D9$}6F zcF3Ep(mcbmCzCW+x<_TK@-nW{L=C4>(TaD?%$vMso;GVCjuG|S^>Jb@vlp_mv2?*U zy2O@>m7A)kqv)A-0(d)p`yVB9O=(wZk>r`{Im}oIDl7&*h@@!gIe7^Z^F^8mQ4L$Dd{i%bn*Vk{A zzn?EdD-{5MloX8hAK(<>+4g+3;wik8MUBbKNB&|OUUQib zJ4jJMzC`B{p^PV`cUGVHSMn3X?2AunxsN$h&E604OBK@}-JN_NBtL!z)0BNXpcO>a zIFg;G3$f8B%KWuqKY||v=q256ds_Nos}mWT0@h29kB>jCXf<6Ny>8QSAtM&)0t850 zi{5EeHeC-(3CK4rfM+L3$q~4Mt{4FFT7felmdB?Hmyn_58tU{SMWZ+JPe9jKmU8lF zz9FbqX5X)My{|bF9D4ho@RMW0=X41NSKLN~e_E|f$W#t}EZ9Z=cF*3O8+GcIXqj)} zTy@QgHvvoFC9jD&gWK+4mb3dIf90m2K=dcE?lGjJGzLVk3>y7u$GRIjz_StXcLc-W z17Q+yzU0-}E2LrI)*;*2vzc7pe0IPno~%*`!VfH0WQXg)G#-wo+By1&^Lyz?Q}-gy z3|gjVuRB36_|bK0aH9!T5x)K$MUj9Mapf%||pB zGF2m^gNBWC!}1%N_&vWS*y zfW=VO-4t?-*9yqfpVP-%D?9D1Qie)MbIu>`lFHl6lMwt}bZ!Kp<>}zNbgF zBjSeBw?I&<2A9i_-jCfjJ9LwCdMi#lVpfh5`Ad`yO7ufSHOFj5+IH?U-zs!?yJ&d#jUOMXVbJPEerG_p9 z2Lpu+knQdstdvEFhV?3XhrOEqIAX4$xNSicm+I%7a4_hm-A}mjh<8keV!G1@V1*FM zasXCBre{TJQrPIf@!i?;qQc2is}dO}n9#5ckjv*ZlFS}i^A=UyBD#m);57}(@}Tm> z6+j}b4J8B1%MAWvO!btI!smJFwuJy`^Js1S{<(fjhYPC}OyTrCKR>ikfstt`Ff}8C zziViU{w1w7T)zGa(e214{{{QE*`acn9|X@#<*alFF$OpvLujc}Ori^q1v;2~J;_`P zMi$;r9c1fLQj%1jI1{rJ006ikO}+XCX1&%ZI{dC)x06@!gX-RLMJ>_-sP~AQukok) zdp{)%JV1WW_QTKwVRm##2?)qM!c^NlYmMpFZ_jV%+wON$=FZ=m{+`KJRwY%@XFfNE zY2YF~$l$=yj+-lWXU!PF6_!16;_=#zFBy$Sfdppju0vEMl*HAzHJlR9~t8NgBUIy{`cxN}SX(D_WM5x9v zZsevWyhtf-X6*XC6KZW+IiQ5Rz_1gtzYVzD9$yqL?3fJT*WBDZ-N(#V@^%Ieq_PR_ z%Z%_4OCbT=Wj`7~6>oHO$IpXPwRV!FME_JW5jT!N%8tqfaKW*}w(T$@`P0t)F%7pw z*kEM`t4^z6mkgHkH(9)8fh+@e6(wpiQBqa)zG#@HX7FIoY?Ef;?`Y>E8ETkl7`qxy zOyXVY5`}q@DC%o!Ahv#Gz3|%;%kAp&_E$NLu+0q%0@$eosiwWKQ`IOt1>mRGx-BuG z(o_S1*PnR?frIF(@D6@Vr+SMw{wS8rW1WAiJh$5Q*&ev1r^wAC*xSiImb)0o4*_3#QhyvKA0zsCr<*ZI-oX6%C+@(swj4sfxe z@-RQ0Lrn|Z|AER$+soQI=6d*49e~7XNYr56!~P+UhoSdVL!sdQJP>j{pXML~$1$7k zG%)KQ0;xR|gc9k;&$BwyEoq%H^-y?ds-<{XPJ{RLt@fjMcqw*beH#j?B7f=`-opj} zNP>N7bnK>VTu-3bZpyu`cc%NQp_Y0hkUkXX1n&d+Hfscy#Z3~Em^xgV^|-3wuO7goApjNqXFeS5G!8h9AZV;WI4-w}i@K?K1b;edS{I5eIiSY2`&M`m4eNvWX#D)4g2%tXNN(HFI4i>%${<{Yx6SV-xs=w0CBpRrsdxC8F z3}M#qP!j%jo?@&pSj@SOo~`;;%-8Ah0YH4|ls`AOruEvaQA03*tr-aB{_t|P9FMQE zM_JC!1qk-a#irZ5B@%`BE6J1en9zlELk-TMI~JFp({YsH z3cTyJ%-vu649g{IDUL$UIvh2EnUkTZr|UGdMhAk|!y(HV5!t6PIOmT?OZ2jmB*tk%+G_*L!ATi&aY_8!=GASfu_cnT}zyMH9}e(RQS zb_0LX7;=zWADtPm_1XDGW%yOt*-^r@Wh*4x!gV0(3{+D~ARv4aus<>6#CEG+&#*|; zPGocFu6F-Q+z{G)5}+U8APtZkQx$;|i6PU3-r&VMST=oD#cMSYKnC-dvlx<063fm# z>~u5XS?^y}eG0r?Mp`XY`NQhlz@qsDCV8jqen`Z;_#NgzrJLJ8Y1V*m#qHbn{SmR< z^iH8r#`(>3^N0^buRz#ETGl?ktWa-ZJ;C$oy@hPrcw%xRow=3_b;NjJ@GrmnH;qOs z2e7diID57C{GWBi#eD)O8ikT%@@+8crcDFV>BDTQ%xWxjNs-ig^1+2C)1n-vVkpK+want+uN z7oT4j(-fv+K%heE9~h=e$hY{@f`R|~m_24G9RgAFeIi_fVzsa^l1n$R(d4eN*`%X7 zK}|nITAmi$0ttS$>Kj=Ri$(XgxpJ8={pa{lm&UJB74oj4zeToZCo+@q7W#J^0guBW zRS8#{eFf$KfFAaF%utJt(~O=|Q#ER<@XSHb`AiR8(quDi!lisUW)?*$_qg)79j zF}B8*>C&XRRL(QkE%zhNXh}&>3$S2@!NIAvBh1atIRfgazrVCPpy=qe{L>vv%-k8{ zM-a5^lSmkh{0sLoEd#LEDD_}Ok7dg8FH);uUw$_S7OBz{wfF0^|8flQd2fiJ1=>Qn zbrJzJE~F1T2MMIh0zB1?wez77x=H9=$n2~8^sCbKFs5lX9`Fm1FE&l3OCXdG!BwKO3AnP66$mxAr`g;&8ol4%iophm*;zR8+_ zzk7bGv)dm9>*TG@Ozw5JObh!U*yt@#-sxYwXOm!QN;-EdQNA9|do)z{JcUwju7AxA z_|B2Oj0C(*Jxcktk#>rMEB0mJ=1oSA7pZ59MDlYi!NWi5X<@HdK9MC!Nv)Msfli4ZJnARa(#AI`X&X zs!a{tmx^UD!9`x@Z#3}o&YHvF`hgJ<<2Dl0)lZ{oHjsT5w=CFG&j>Ig8uN}iaWA`* zb@vC{^FYE2a<%F3x%Nm_C*)M4RdPudHt#lb_IXosFn;?%65;Y8xv^7?>q{aS5P^Z93P=PHS;X@_(+6us1@jrxgejLcj^6m_e3FWNnoI z`vbyKX*zTa^**D2at%G`jLfu}KtxiR!jvYV`4KYVhiFQ;!OC^NXGGTS-2rJQ_k!J0=VKcu22yf(7rj$DKGo_B$@J7k###XdptKT0;C@W| ztTU)wfm}2`KHX}XB~)x^2ssJT09K#O&o|UDp&YmSEAB`+PC1$C*Gj1$ zvXXVYF!ZC8tzQ}ib^A8;)cUuntz+i@P!z)xC4Uo;7TO+(0e*$1N4Wfyrk4E?D-D*W z4b>T3CvFd}Ct6){zDqq}U2=Dj$?NVm#Mx3yu8z0tNb*K~ZYm zXj6t$l%$D@X+#hJ-sGcqIi-%5BC)4~vpeHjMvrNZ({u&h5*&a?7|VCGs_Q;i@J$AQ z$7O4hTMxIAS7RU0{T2ChS0jfC6>OQ2oHs2OiifnnNRjW- z;t^jWQ&p-}s2H$bO37^pq23j(kE+G|_{#6Q4lB3v+bZ4lu}X>KZ%Fd=;+c<55` z(Atm39+)rTF0LLU?7ZL2V%ouf!oP{IqCw%2z2#7`TA1=aB&Jd#2GW+L5m9TSjIZHr z3Aie@K5>-J0Sx?t4ppAxRKvqcVq@v7)wF38hLc6I1AZvz4C}px!Z;{DxSjzPCe}aB zqV!5xwbZlw1OWjtm+f!$rWBr5z+1!g3KcU=3p-HY^ajh1Q-zyt{4bBGYQq^L3YU5V)B zfiADvqo&a{P9Yyz_M{x^r%%1Fk<3L>8)@gyp%yL#_j%hekr%~tuog1BjEBQ*-+7tS ziY_M6QLhqX9~J*J!jG5r5C-uZrj9l#bYbeXOBXt20tgZ0TlHYFv+@zo#j-iBp^G=l z>xFkqyP~^;z7@O|?lOqayxh zPjV0ht9I;KhlV3Q4;hXZ@VQZ_d|-X2UgrR_jHj;KpBGr?1q(o)soj=C05^>(`S9~A zm_xLhd}lWi$ZXlDv`i3B4oaqOG6HrQfm_II?bd41l46(6tBO?0rB9$2&XW%Y2MzsT z*&lsn$zclSEv2O$6jn<6B1_3Q#ODd={=;p{-Yh34qdu`Ei@r(BD=f6YHhf4Sl1I6F zw}I+r5Ejf~7kGJ@`OVM*((1b9dco(GmL3rRW(3n+p{FaB21X(*a^3-BZF2EJ* zPit#y#V>X1L<%5&T9O}?u?0w@=tT2_si0G2L}=FdB7VjnI8%ed%Kq$5k>xNcCR!i# zs+%z|0U%~Oj{Ns$4SYVl9?V!xbc#{+f*bhTco=Ui*PXD2PK z%ujm1pw%60SBcl-19B_#kDOkbQrs$Dn-pAVZTwC%hvsw6_Qv$A)$XD*1ssKB$0j-U zv-s?(rVE??)q;3PKaBA1Sv%oqfM9qaI0gVLk{|z1G637UuMZ*T5 z*J1-W`h@i#1Si$+r|fc@y;bm<4$^6y8|{)5=_)0)oOb4A4aU^xsGsWg##+Zz$+T~d zT^yl$+5Kh#Z|wH~e+0bwTmwFH0vdU8vO#CY&q_}jtGGYsM3j^C+{N=)#1w5F&o@*^ zQxw$2sI4&RFR~5*<8LaU360S*x{?W8VSqZH4Hi65uQzqg4Ex9~#?%gvyDuc^dB5KJ zbhnUABGOpUu)Gd^yvV!ZS^TxXsharDw_vdObF@>CAR}pMN0WiJ-momRp5WxS^t~8V zF)5P5WduAVxPpom*Ir3BO&k>8nS}w<$nq9W+{ZO>u zpA#KT066oKBI}|Das;ckdpTz?sebv5NTvt?R6V4CK5B776ICpeid*R-(@c1zS@Zk@ zENN5fnZJ=s7U+lz$CZRl!@#P*O)!9c*9)+W?rz+KSx&6iY6>7*}kTaV7&+$T=1F0;N{%x02+I5FhD36fV!xAeR(+<-wa>i^54H!AU!8! z2qUOciCPIxaY=)#ar6TIV%Y;?2?PNE6)CcfkQ|M@YgVaXfRYcoPHtlJBvkka1)QKw ztkQByobM~;A~Y=xMFK#2m{vCLa02z&5yHl1O+^FJ@8w$$r)k#_sXcR?$EKNPO6v%F zf~M2oQC<}SoFDloIVybmuS&b)>o{j^EaaOlB1sl$R>@g9a02d*q&FjR>w?1JUSvB5 zA$LYe+7-jI@p|T+*Bt)!wu9rakfKb{Pfg&zP+{%+x)3Vc?XwQmy=7!<()t?=((w+?6lF?!7w70gYdX4k<4*A?Jfd?0MO>(&SS_) zCd#*>E;y%-<55~7CmFQb3{{LRm^+=FvF$a}O&t;}j~djSukl$?Fa3mPXDxfv9wqe` zD`IudLO`~6T}!{K@`%4zQ4-OfG0>1mh}94LHUMwyN+w(oFoCSiHdTKFvg}%ez<%D9 zCD2EF9K+P!gZa1O(ojpqLP=Pq7+k&)`~BR_^&$0=_0iuL-~-Ru8-|p!Z0LuJ4yP0a zZJdFzWrdtp^n~iSr57EfLRCdvHCjx>%9dhal87HMXPxM;2{EI?665xX3zJo8dj_RR zCUCZ6+*yc?)R_W#jWGPri07)?aKbp6PTv#6R=V**0#Krkx3%oL9w-3rhYJ5@v0D~x zJUk4&I9w|E8(+~C^aXZq-(yPJnMT0bl{8W$vQn=9BR9iCwQ!7b%Nm_LcV~pos3mt;X4vN$dL&*QTo6!x1VuHcuMfbL!?jgPc zgA`v70e_Cr`#k2Z$Etr+cf@HGxy{#=T%Tmp(Ogtm|Ie4@j}UA%ih&q4CJ8l4xl36P z1?XnsPit8GXLZ#NIsl>xfd(uBpjv;{#kZATJ&5!^(rG+t_3!J)3YZX}w*2*DDHWRF zxx;eY01p)rP>h0qhDnM8c(>nkDdq|Q^DDQk)71gy>MrdN0N9brfYwe*V2%Mo7w(C_ zz760Vu}MHhg4qkoNv0R@TbuJ$#sTnf0}LZ$^S=8Y=%bV|wXu?`l-D5XBZlIjgQKJ6 zn@Wm4w@2;A{wBhw7s>My4)3uHwianTyVz1YEEiH*3o6n`ng!7c@jb*+wD@6V;sS{> ziK1b3bzEJU0X)Z9(=B@V{`2X1{sCWAGe4ghJUpDh5w4Hle+ZJy`h}3ggE?Xb_dI=} z>(0w);;*krw6E9DL^?c!8fT;2CZDdfxDN7VlC0U4h0(irX^^kmpBG#{7-aTGFalS{ zhqv1m)<6Rn?uc$#4WsMYbbs-lx%wU2=?$W>?Z1vqwe6c~-e($HRoP)D#A(LQNZkox zszF}gJ2%_G-9D1wKF5|GI;eMdNNcbK6pwLK({P$GW_K<>`ws=caC!<%1qB5!=5tc) z9|kI_j%$3ny~s9nK~s%znk5IA+$#aL#1J-S6W@eW79^-~7nYMt9~%x{CZI%vm`+_* z+u>J)FUBP$m8e3hcHx!Q7t|Os3VKP8m}J29HJ71p;IL^;nT@4()xu|DVjLv?P^hMJ z@ZWrK`(Eb$#r{W@e+ZlRBggfwD?U~b*Hh-kW}cIWmR?O*ghdVmpZ>5ibJu9G z2;Srb!J8(99P~S-Y#pu~g>t}7eBVCU9dM>>0b&$wyMRn}pV)G=FeD6}3O~L+jic_H zE=R$tUP%LpvoNI&Ru}-l8>SD;Z$O;;`s8{iqy;v9773!87O6sJ)wCr{?H98mv_Tuw zh#?EHOLXtvW;}$sjiAfz3G{{$+o)k1x_4FmOOGZmkyouk)7h zyJoQlP7m3s8b;8au{O~5)NX5INYZa%Vd-bJyg4UFS@I|oTdiT&X+FYcJ#3Q@q(D`7 zecQJL&HIO$ar|VAzj{8?J;=WK)BY2yth3{~fxLhIQfeZ`lp^GY>;V8cjKL|+VDA?9 ze6S#14ny>J`$L^Z(7@Mx$_e3e(O#Rl)`Z2Ob6#9+KzASF0pp59q)$6j5tRLuHwiRi z8cI4+g(d5~F|DN84@+8Yjf{Lg_2MbeDE#wU#|SiDN`uDB+prP>+|OE(BI^QdTKZxU zq~mKj;&5RLITs#&ywk52^&7j12{Dge8QgGK_Y%ea8r!$w^&b-L|1BB`6f!ASTxywg zxer9Z0Ct`)FE$^JxnGpJ|B&Y-axoUNYyGq87;?(`2}5^Y(G7zqEC($gIow+!$Sf=j zHJXSXIV*@XC`gLG%7eVcs^;Se%|)skNW>OTW2DUHqZp&wrVW7XTPKPv|%Xx>RoTWC3J-kBVF1#Z2wC+rZYfcXu~}W!5uw^c3ipHf{DvouAry0Q35xho z=PY8+O7@KBFsb2MiS7S8)>THf5SPL+F@HK=g8y_640DX7VgUO`AO^hQe_DS2!rBqI z$~s30nQ$P%+{b>Eo4wqby}LiQt8_>Z@0CO)v)r58sdaiKlfVV25IVGC8Ce{qK}CpW zCundKUa!Wo&->lTff-2-;M*+b0%M~L=p3Jkf+e2x2g)VMp`hu;T0y%=I7H+LyLBra zrT)RX0ccqoG_#qikTmk_@Kj&0Dz-5Y18{ z{Cb(y2i&QLg59q==1mU?mtbnO8_qW!pFwQmAOd+4+LCKo_um8S-jy%?U<0np^al7A zANyYB-wz14y_?PcSUw-7UkP8T!W#gwl>4hMy~T)Kv99OT3l`IEj$~gDT^|_*mE&Cr zhg7SdNmy~aIdQ$AA{Q)7B2AtYyHSLE(?_+29 z?vGuPY}5~nF%KTMj9;4j0M(*yQFlp)*TwA_oo>5%XiN|-M;9djwrz3u{_y!Jw_=UQ z59y0D?R$OxdyR?H;b6oj8o^@fsBPWye=ss!0ylcmPdF;B1cSd`gdcY&Y+Kyu=-uek z*-Zi}otl06ML&>JZ5cy8eJr{!%O>7+CYTc6?65VFB=xOCfe`W^*I@exdOxJI3?v7D z)%Hs#HDyOAXtn;@daw#V6n&?bhJCd6d#CZ!6o=3j(a$5GcTqD_O z8ejJGk$n}OT8RpJz>O3oqyKXF!jr`&bP}?V`%IcP`(yKoTjSXM6qW42cC?~6H_~Qn7XtH zozK1--hcin0=c6h)RY;6SdnWi941a}W8OPLcyF0C#B)-Opa)hwiWgu!PC zx1Fv>w*>ZVkUD!kke7wQbjnI+$J2g+J!6<&s^@ig>ET;XJYL(;Dr%&??@*Iw>^ZbN z4{6opuF~(wK?R5$31L6e{)91m{l6LRx=xNI=g7w()jW!l5lDIFQvI-6?|rJyFn`GD z0c_T74a z*sU^e4@pYW%uKJmxn`f-SO5#Y^Uka~ucJ3Vi6eX{L*xENrLGa~@gY$2xnsR$(xnY3 zV4qC^_`#wAOSE>~+8@lP(9yb30N@b2Y~q2#k*bKqjjRkKiOul;)hyvKFVHH+5ue6D z7pN&BS?21&>9RARX*OwnQ)F2>;7KdAi;}W;$GuE(b1yrD*@G`qvFGh4b zB)kg<%mhMd?o*a-#h~@(D`v5vq5_zUA0$TRK_WQ6xrT#+7!A#eVWTn+N|kIq2H%BQ z5`+P6prtr9W&NkO5Bw|H8?Sp;9SSZ>5!*thI93KO^F0(9?gA3hD92C- zwx-klcjkbZ**R)5dp!=ym~~P=jP+hlUF6jwu8o1TC$&~h4V`E|+RKcuuFBMBsXpyx$e++V?!j^pG2T;#;Ikbp0m9addxjI z@n)Xp&mx4>$|>P5W$MaFLnr=t*0t3Adgz}SHo9$z7hQAWZilm0P_;SUN;R(~^5ZBy z3Xo=hDS~2?V>BEx7b$s6Rq!~-WQ|(n?k*=oiLCt;ApzobbF-=JDS83(zsBi98 z-CNqZ6;HuWrOs%CE=xb3H9>c{sR+HR5VlM?4BiUS76tLUaj3!QewqU-*q;V10@P0! zcyhtifM!@fKg0nV0?IDM6h7xXtdCwhxJ zg5%rtg`|0qX*P5(yoY%6BzZyT=+e~A-&bL}`fFk~{>me15?OYUS&gE#UGQ7b6DCmm zl+)s`qB{75ecF<62;0!|E&q1b`4OKpe%M=tz zbAE5g{F=lokEc4k#K3+m-$@@J`Wh_PRzF|8QJov8(Cr&cr>|6OdxJaTg!*U8QR-lI zA}b~C?M}UVt#&~}baZh+x7Bk3$SZy@bf{s&OfVVZ+d`4EioqOz&o#b#VNf%Lr!FDF zK&|){l8u`|{lV!l0#U$kV)|P0K9^g+RlO|3j~6i#gJx9?tMpjgZvzLp{Xr$~e*ZYh ze$|2(*ZG%RMu_D5`E6Wms>TVXb$YP{Olak9>Q%B$`*#EG1kiFnR!&qT_LrglckP~r z{SKBB6Z%saBFoCw!q9}03sf8mrzLN@L2`ATmhL%A(LzIlJ_ib~?iKL4AA9@oQH;d?zifd8rzADG^9B;%{LFH1NwGOq(n;6Xani*QHIgy&U{1%y&NLEh1 z8IrDdEw0D`QZwK?)z(?6#WqNMvz6(4`t0#IFK98Y2DU7Pj`sH@GXz%bKr%aW@`p># z_O!3d%Pp|keDw}C{@nDOG~Ee?tG;e7DF^c~ss37$sxq;|q31??bupQrz|my=Yj5;I ziS{d7+>ct4vfa}k?{ieWe&^D_ zS6Nw^mAE$obXd~uLU)GEMqqKsFIz=PG6%ESAR$qSx+rL@_-{#SvLVf17~xM;%~^0Z z2(TFvixM<|G8#tTM6*w~&~-e73_ZC9G{pwACZb?#xOIIbDh>DQ#_wtv)~4y-xY2Tz zD8oz%3g6nUw9#f>kA>>O%_6irnrJc1879`#5~gD0acrwQ)`Q9?`9>UxV!H>rXs?;r zec!@~g!wRS%Ygc?GB$LR>{U<9BxtwueU8fF>sa6y#?z`CUoq1DX<>W`iDvPJ&>gYT zKk8tV;=^DlPEI+ly#8~;Ner^ymQvyZ@P4PYl^hg-tqm$S= z=qE_*&_gr%{L#1he%f;|D*)lgEJ?d!sm(6GqH#q}NOIl_x($ML^Wt3t__@s-X%A9V zhFAo#RdrCR4(`xTbabWG6kn7joaOV zw*<1wEi`V|41qRwP;Jvye`5?#O_><&7s;z|e?}1!S~Z*`^L(0{eeXJeg60y){MW19 zC5Z$)n9za<1ScnX5&xcz_+?G`f3*PhBHI2p+(D^buia(D7nf#Mn(99U^#MCz24Jw* zfZwf@hIK?iU|QX_;0A1dM-0H|00rLMi?bjK6);I!OGIYMc>|+{3p}~l{v$tgqTa?< zemq|1X91Wm_ibiSq0`TyWSQ)*OGM4KXsryorx`%SYO4$y#R)d6SBPPOdmxQs0W)AG zZGtxZh9TRlK!ZL`k_sql*Z?L@(gzu$Z0Duf4ex(??1pbVYxVykkZ46W+KUI zb`Pp{T{mO?!GI(dvxzF1eHAyZQ;sYWW^Tf9J^yU{vh&9f3Q*E+HIjK*{ZXG|(sOZ4 z()K&C^EHzFbEy{Ff^k|cOs{>!rwUGN!Er{S7Z3cBcT-bucoK5JkhE+0@JK^0RffBC z2Z~#8H99>#Jq+*(pNsj=a*s#u3=hV)f=f%Mn<1vT_yJs2c0#0%d>MK_McQ6*8cTKW zc{>y5?8#E%AvH8?f&kdr|1iR%96_@JsmXVMs>wkon}z`o5r|ul?OiVZ@zj)-v2Dr3 z{7=e`I?jRI&*D!*Gu%5(!%v*S$jqH5#L{L(=GWnM7&H1a>74(?a#Wawki#8K#^fTl zhBec$DEyi<)%APd&20;}bdpUi=t3B|ZX7bjpVcm}4IEu{pVqd6c-Z)y9a3gV(+@KC z`#2`E&$EZ--dvpC%4(Q9kKA{kuxnuWOEf#mqD=dtf#U}_PB;)Xzo*e$SphU44yK#L`c0*O>F+W$1|7o`K_(C^VGT~; z$d(UcuF*$W2ZgO+{!0C0RqJQbPiNMbO`3`RopN>=Wp#sz`WLF2vLbgXfrO~;hCS2( zS#LZz$sYiiJydfPEj&}tw1NQ=ncW#S%kdfVw|{lnfx|ma5@3Hcm!T4m7Aqk zB-kuU*W`nvzDBy&!L_cUDYxr$W?oFpOecLk8p> zlVq91C<`l~7;%tH#w|C;5^Khcp8`6fJxt7s0z_*98#sdB}P!BJ;l<Cs2h!*~u_PK%bL)4PN3Pp?Y<@4Ro!8=!~VP^gpP!ZJcB03C3U3n_}%)`2)3;c?7 z3-);f9R`?-0q}#{h=|Dc0!f}@98tXbw`#DW%u%4htBTZpG-)yDm#1X);VS!h3f?gldS@8uTIW|74~wYMSuS zqz1pmJ1``+!w&ulq#;JPA31$1{!lClS^)G)FoNa7a@+>$V8xomT3N&W2%>0#dtxOh{aL7VU9NLo#{s}Hzita`9i9JWDMQR6 zlG`B1e=if77+`3q7d}i9x|VWU`{zEV9GI2Q{%uY0%&#%A1ow--X56}4g&D??O8!%h zFurr5i={EWqFHPk?)e_lNn?TOs_lg=*S@@{*y1f+!A7~~HXyq5;j7g~v>)QH3rkZu z$zwAl;RblDjnK&EV!1S$9TGS96CMtfXix%0J;{dazFw0*oro6x|#^L%PAVv#v%ndL3H$X(N&VC%t4w-bHzI3Ut zkFN+K=p{6*1gy2Oy87}2lpi;E*6W&^T@w>QCbb?*#TLk5_Dt)R0p8Gme+)4D{?^i> zv$C{gq{^>hy`wPIl@&!uvFoxORI_ERcR5jb{Gw2P9_}(rZaDL6|r+Btu%z*j*p;ct8#u7~_un!G?#;A4h z`tUL9s&lb-dFZsb0{eMd;kFGd6g%CCA94`rKJMARkOp1S1GN!T81wIqr54f+7nAze z&2FT5)IWOR_yh;DN zvJ|F1US!ap)FnjZb8WN!eBke-kXv}Hb5*W5f+qAQRIb3{pSrBfCYP)OvvsZz{*gwb z)ENyG5-vnbg!^|XFA%jP5h1N)kc7`)j}&{a$V0g zC5uy7OnzodKx}zkK!cn}CyVIQLGXtL9WN^mO66immlzBvXHk_9^96DPfRF$qMWbgJS4Q z==URBim{ZdcN^<&%{ASn>Ljzlg5$g@-1Mt;hed#ns<#Y&MXO%v$-9BzLutzHUBailYzZie~i zX|+aFx%Q&F4*Vuu-!y=YqfM?AL96DPJ74y72YZInnaI<6eV4H>YrZb!AsN>N3LLyzz_llg(1v+_^0?l&WC@-(|=; zwv`vwTgVnYug&}q4zoeSic#f%PaxcQzvgdyGd!-s>=~rVb)ew%k_9$Rl#GufTPNU^ z;}&+)$V-`+@Jr198Y3o?>+HxU4-TN9+;GJxz0k-{%JdJGB#jmUUR6acpgE5SgG`?U zVb{c_Xl0fdRVf(bH+qDNNjSX=08vKm&Z z9|Q{m(RfZ5E49hm2bm*3xhmduE6d7WSkZjKLO($_VzoO=m|xSasy*_`%PkrFIsm*$ zPU&0#-KvU;4%(6nTmYwQv%vc2h!H7Xm%(AYTvmeCnL~E$5mnrg1w;2a+wdd78+c;r zuMl5WM#bC9WKUTU#~5;~dKQexq&C--04tHf;9Dc}8?hnDUzD|JErzjEGiv&?@-@@j zx3|!9GYp7`=yew!t)WnQGPxi*3N5;gzP(M)QMsP?^=h1s=G3bCzt{HkV#3mT;k6tr z&g>0KlNrHj*vh^|UN)Wk#Zb|?k_$o!dSf6JCc~I!+15+uTx0jwZsUEvA(~yr0mvU@ zOS?l9$>SiM!C#21xkxF6xvU1QlpynIvY8bivXZWa1r$&0 zp#0Tt^H~2Dq-&&#%Z!^F{!Rjr|7dGr_;W^Eeq+g7-UFi4_-`Bw{<6Llel4`y@8TM= z_|SzSOp(&b-kDk*e3b-e(q<=IoU%M_A?*(Bv8~Ca|x5);Yz1{9ar668}Cyi zL|&6sWn~^*Fs<4T7y{(6tiOrPjd|(pirHo zZ|wPPlF4@lAqq{jIRO{{>ZBXf&@{ZlK1hEfD-4-MixQyUE3h6bKBjxR-Cc5?2cVZp zK3^8x{PauGfCmKMM{(%ipXO8`eI|oNL~!IJ|LE-Oi)Nu}bXPjdZGo8o1(6C1P&h(G z@2~BucOGq85IT{;m(4ss*!y%uL&yq3`9%;JC4o@d>7|6{dKY53i7(H!up^}@WS9Dl z#}=o#h$$oB`mupJ(l+uSqwtcSz>m9kq?85o{|{Ug@* z&76lyVjItYll&d&It!0((zuOlgxbY2BIa2`gN@Ylj(g&IrxD>lTYVrZSVq1=q~^xe zE9yUoPlM93PJuvAV8aVb0Q~VZ@I3_&`=j|SY3~~^31`+nO|tH$&+e0%6P3mEVi&6a zGg?hkIMa?mAYv@k+n?>8eU#ntDXF$?ASzVSVt9LK=f8gi?R9Q`%emt~&N;1aqb=P$ zt$JcIz1F1lJ!Ig2KenLC{1A*HyyfKDO-A(IcZ#8$)x*3d6l$C^dh{N*`psgeS%W`w zWd({X6tp>kb&F^)KZ|r8M05;AgqA5(tkwAUA?C=5!o({maQ`WGc6Jw~alK8itF8?A zn60VLNpO1!(0i8lEYeHRt%){rPKPAv8pZZ%C;mf_8jA|ruO>JChkjmYd*dquRebM^ z-JYSaE8}I=P8CCel~OJ2<1V7>CHU%KzaXh%Iz9}Bqwb!0n0767MsK)In)Oi)8QWKP z4;MWM{u^rSssMJM$&%%>FC?+8mJ#mvZ9L#M2WGj#kbdtoln$ud0rw{`GAdQy8dmGN z8r=RHcTW6!505lc7oF1h6+~;B49pc@dv`Sm(aron2#X#LYu3Kg217B@Kmw&aqST+1 z7Pm|qIWB6A_Bpi<-+nwPe7cxPxri)$5URVSWH$@ci{jDUrYBbtf`gJJ<#fWpKw|o- zivBl*=FF$%^X<6Fb=Q$yZX-nVzz;pf#%smPa@{opqRd}LxT*nO=I3)_owsxT^H|*2 zyh&g~+`q7GDv8MZny%&GloVvI0@{e3OIdIw%3)oP$V%$4WQK71 z7~$RPi&{f#bc}UE?vkIWaFC)5#(hX zlHy*3iGilQvSl!tndbH!qNAntHU`42)K2bRy5Vy{mLndZIH;j3s_r<>_B!QRN?Ts; zn3$M2b~%M_j#Wa2xehzja;lioTmc<6{2aXzC#u4P`gpu;@oZ;m!|Mv)LzEWo*lr-4 z*RyClY?@zTkykuzu)Wlb`O%p#0^9#MxeR=A)@zSCtEo4B(HXaGR}Y_D&%XSXcetA@ zWd%ML!Kc*5l&*aQ`N{o5_lAdfUSp+)@d`&E()y?Fk8NWivHY7aZVVtD#@uY!`wiE} ztamfuHs32gviO^2ud-X4x55sK5|0jMDi*}a>R-ocj#x}k18))4EYvef;7CF1a}M9mS8?m9hrd=Uw( z3mNN{?B786?^Qn$c`c=^w!=fFH#Gq`sZ5^JKaTj>DTUg|hv!Yi2d` zZ?56~CR_Ho_7?%8;1Gxxi`-05#-Tz;^LaCs8^=d`<=)%?s#n(-x09hM0zpscg|DU` zB4#z~>MQvc>;40A{pPU)6GiCl{eQuX6PR?mcsD(L*RPQ$cKXX#@4jrT8=sfRP9nY$ zxkWZO{ByROQYCeTvGv*_y*5>Szs)(^?Fm)>`Gzcy_ms_fbVOfi&^Chp&%~h2qfoSh zjfQ^{nX^;XD?EfzjI*(N7ObDIF!3~5@(}`s7Zv7u7Gy4bef@m1FEBG1gFvdbyu2J; zT~(#iHi2P%GfEy~?Ej1D2n;Zp&Bp@;5VeIi<=#qix)(o}hCwy8YcEz)#g!s82Iql} za|`i10r=e}7F1Se6>y>}Fw$X_M*x|+;w;uRBn4SAx1Dtqd6YYuH$5%ponuCAS`vTr zuqfUS=E@p>15jHNi!`k{PY?ndDXh#4YlGpy5)wD7aw;4t0&@z!GS$P9@1TC#DTu|H zzeLgjZ>kQ|eP8^!@))|T`|Q+`E#uLh5pYJZGBtl(Cz6)AzPOdFFu`0uUVeN#*MB@; zD`W6)P$AadDn2{2OkX}0yO6!4?uQn@#>Iys zuv`zSW8z<+l*59hqY^NfMhFF6b7$-6L0HZUh=rF3IAG8xP_(Co`wIu*{WSh&R(Y~_ zXqny|!^K=>s-d|4a)7z+Z)rm9Ih(F;sHT;EcJXE3pZ&4@Y<{w^uXJc7ZkDh|aks^k z61KYb_kxumElf{^O8n}9k;dYvGhRL-)qWuTt@z7=ST`J$B2mSl**!%jC?lp-MCKoj z6j_x!8%rO~OHVRG129iXEqs2m=-wI@?eF|{&m^w)Ffl#3uPb-KbN3414ViqnJFJD- zIle*2C>{OEe`>SBZ#&RFm`T>QL$wri4`C%cD?K=BLYa|uvn)znW^neaP4W1AIi~dE zwCnkJ3`;g)m!V;Tuy>Pxk~!o5QNl)`Y%=s;_ufv7vCwaS2bTeUk_Jz(y8er#hU^S@ z`1ki(26RMc62_pgnrT2?d}R`PzSG28MC@Y@1wVHOJOe9KndGH@IT@Nx%x%f#r1n#U zo4Iy<7f*Z;j+pe;plC@8hLR^-B+m*jvyY7TjsbvaHow>7`Dr!i*%?5j&)3pc)_mhf*oZJ&EBUx{I=hYAAYzNTkkr1I z)Idh&hAr*fPYMj*)6k=GHyGo}1I+z_2I$nN2FQxe<81lG&|thL zJ(-6BVqRBcyGhM_3r*s=)C;|0Ws4^yS=k@tT7{@kX>0kpdk=#fBM&Ue_YBCKIcvtI z#ms#v_&s+tb%y5U&u!7ttOSP~h+HE&9;%^EN`@G%xMECQW#0wR%z%$Ex1j@H1>&0r zeUnuNqoVgRu)Orz;dF84+7DZ4b6xf?>$dY?{kpl$&C8&q;o`WFx&iOa;#8yIP94TO*?UVcjGXgMC3YG; zbIH?jRhWNa;;H4MGg0rYG>!(UXg;E~eF0&S;r|5*nE`~)S$gUkq^JV0<`H5NS|rHx z)hmg4{&D1RqC)Fjbo=z4g(^OCmDf;Y5P=&o?$ok2AMa}+1L}L81Ond?=ZFE)Xe}|= z#41rGs)qsJ4u9GGmvpH-4%%B5=Q1d95&iw)9-*)*PWzB(Rdnq&Rg^k!?DrdzlE{ec z&QLCDXLOArs44TSKZ$JqO;4Mzf0n8uQ^!fy6wbQZZWzk~U%|x)HoN^*%Z`Ejp~>aP zAtn78^2##bqdE9HmV-IzpSI@*#pdiLY9K#Xc=9t_dMJLR5_2Z`9RF9JDpRto(wjNi z+X7`+X)#wHvNi2mSa7mxzo)itVwCSB7i-B;;=z=N^blk->a@0&o&?Fco@&EQXA~ON zud0goF;b~0Oz{TdwR}&Icp`mE$2OY#fr|1 z1F|tu^;;XP+;W3J^8Pi`iQRAXs3_Ip4js z*rF&S`!ublzButUhar-eyj!qeNHpzX4eZZV`8yui zoSa1IyvrQvJQ+fE+?$OA*7tHQZwl-O`Z#?94fvy)TjP>Sr`#PreNgrn%SR-s)T3bA3J*LYm`p=QZZ0z##)wl1X zKRqhoP4tF-P%*{@)+C^A4EN$*hdxsk=jPxIG9;(j{$_S7ZrGFT^!!&*Rb7!)wxy5ruwcV3dSJ`cFK_^JtcBp1-DOFH@2lfu zq3Z+>n$sY;Hq>>JJ|y)QWCX0Y#0SKJE*N*pp2}JJwi*ZqV`Er>23pSEN}eTY#1A-a zh|IrU=em#8glD~bY1txeWo5Zh+m!z#LJ*JURO1u+``$|u88xxwN36H+bN8ppzpq(} z;TezaD!*Tf0l<$s=vLWo_xg3}l~R1s!$NB;(WW<3qO|N;RjKgUpMPXA<$6R9ZC61` zEqF36d;Nle2h+*1t+-vb*CjI%_0QvP<{Om1-cz(i>b|bxTBsp#+JckWej^>G_(O9? z1X=sPMY6%;yDsp*?gPyIf6_+Ss(6OF<`ra59VLDGK$Jy$UrzQK7JgyBgE_e0=3f%9 zUu9=NC-27dC_k2UAHDkA!K9NRF%JiU3vnEoV#*z#St;vzFRb4LPNdE&3iK}tdV z5b^P4Pe)+MAK63Pl2qa>j#cy4#h~*Xp44&CHE7k_{->=w-*@_7cAR{;bl(&x7@_tn z^f3=VPK_5?Z!*~{=6i$1kf#?V zmFS(?Ay5}<5=~em2@}s#k;jwBp(=}oz(g2(u0zNVk+rtQTR|`TGjVI)is0 ze^vRGj=~%(^#cmUJ)$>N=c~6dkpFp;gZ{s zpEyu{u4wqEa{DXx|6eUY(3U~l1p~q77V+W1h*qTik;hX|8C~1g5@KA211W=FNZ&0@ zS>zN5<+oV6lITi6MzvhmEgWUxFbPp*mK2z^c$*woa8~jm@omG@PF|QCs=lhhFr@53 zlIH1Ziu*sBhxjHX9(-N~cK^Xr)!o%3#;iy3)>da#m zp{PQ>u7^vA-Bwf5d}Stj^AM%$+l&1WGD(=8lcF0!oA+c05qM0I8MfQBa1i+pqUFzF z`*`I${5p*Ith(O!KKPfTn?8oHP1`5lYo2n1%42PTErT^uVOq=lKaJM9+u*BO(pk-> zmnPqF{D^!nhJD<#F=ijp;p_jf{6Cz4I5iewY~hd0Hm zVq#Zz8zzTBX1s%Ic(wl3hwb#{W5Zyr#@g1G{Gb!rX`2?1EQVL{{vg)b{biZMaE}GV zEZcwFWFci^)k7}aJU<8dn|FSfJn{9wn1t13#qN4_k_8@&Oh-Ok5Z2^EvdSq>ax$As zej>6*gE<4m*92y1U><@08>_cS84AA^@`vw?nw{VsbsgofkOq{8b}N*{U~G=%Wf_G7hUj%d7nB zjNey^0HgfXkgK*bx0-SfC~xL$Dj%0zMtE`SDsd$-Fx14cc-j08v@8ZcUOX{WJ%Zl; zSzY(4UQ&d<{NsMPr9Y92^y#-0*_*PR_&v;}N7C9wkrS9c4T)_zsNxepPN|xA5&XDg z1El;%2^l)~vHlfs_MK_GF-KZC+EHVH7JXD-%$^awvN5VwycT z84>oc59A1ErckSGJ)Ox_!g{9;$VBcX$$y!A&o{t{Sz2EH{f7;z`vNR+n( zp?3p>mGfoYpu5O(B$wKC*A=^VbwWu48Hr=8peD^j=f;hz1( zp@s-i;(ssT_D9$rRe60L(#CpX+DXo>MBuoq+tYhtYBVQ5pJh;&Z*t7m+zWo6;x~_d zuFU(uw@n#!7iZ)$dy2n47_uSQ*0+Fn*}BZPHHhQJjy;7l-~WBfT{``){RsV2*x!n6 z8~#7wWrHt-m-KBy0R+0Z;1uEuBbi9xBbX&SdgJ+DY`)wQ4IVAwTqo3Y?6~`Kp*T!q z=KNAq0MDhdZ{P&SQL}HSfZZvGeCv9>%2`=wz^-%|vPH=S-{K4{hf#Rr7fYVoL!{QG zseEv-ApNN5pBszc4*|;`WL;P&Pw)3OD_)* zonWp1;_?msn7e>h(YWL*&aU9tJkV8tjKkxje!5G&rhvQKczF7?29W!IsQSvFIJ=

B zCUGsQt&7BQy^k?kte39h?da}0*fjYD71m7atRqVLsX8Ya6hY6egVmK=PeLv&bEhkUd--dnn39MYfM$WB25)YLXadiV#!jVqI4?6&w4 z#}mY~P5BU&wg2cKz#%^b_&e1LZ6}R-_k`#z1$%Z*g2&}~>xHTo7e9E>&<40rK+kk(c{!%mg*#{-D#h)j zyfK)_972S|Y-a{ch0j??x%{xHF~$WvSj!zXQ*Vf}I{WEL{~5 z!yU{&(XTX0$iOZ!!GcK3{rh4C0Sq4@O@kARjoWeJ?U^Mplcra*wK(4KV9(&Tuo1$T z2tS&!=_@`6lMh1VN;yKX*iw{mx0D~(;W(_p_0Ap;y2;{o+mdj2kb2*|!fs)CI>=&z zyO-Z7|0YBzlfD4Y#rLuH9i{1J!lrWqOp`Cp%Dx5+S82t?SYwU=f%512_%7Pm+e$N6 z3^nEl0EX;R+v=Q$@(QxloV0X+O)fB^S^Rfx8<5`Sri{0e=n4M>?>4~l-{b}u>~%8T zonnDVuxe(I2Bei#r9;=UyV*4uGPqUC+I!@e!h%+|;o9yzWqls*ujfc%{;WYT${W!5 z+d}@Z*wXfae2vQE0yc*nc-6GNPXD{I9a!{Q4MjzdH3?gLm`(SzhL0(3Z{ZIyb@8t| zTPcjo@`(cKpA(28gRqmPqx^-X#CxT0eNR2^gEy>@5FtVI7iMDHNzr@1dq2uiL%ghh zZg0W72ZCUhUh#Y{*a@|M1x5h^kR~L^@Rkw{Q*r&iP`N9F#Mgt>QpXmFa1ZVEzY6Qy z?rIu>#2Yr+J-6lrMx08h?wp9hq9bGaKa6O(4^+Y$-?@LO(tC@Zzd;-g{)seXA;nF7 zaDVaK{!q<-QMeHlM7^8pwkXg^6LjVn{JOhsR}DiRIS}@Ne??d+s(s}1crExb)&*aqEWYbL44m{+v&5Eo$;p%_rHTcc??;9XT9z8AyL<`P+7iD|5a#RxAi6e ze%Y3F-dj0k#cK#bWPS!VwrC0gfz6y@mDy_>#GO0H?{MNsrPWjhCe{=D z2zy~X_JTj%-zlFz=L)g9oND-A?30pJ#ilf-sXGziD7OUs1UJ9%CatU43lEqMxYR{q zO@4L~WzsyxG@bbxM+xa}J*}v!obC(knK2LviI+8#NiOwtD^hS@-oLBFce<9o9D9Md zS2--d0yL`+*PzAIdl^+wzcH!*N-r7PYQN75Bbkp)TGdDss-;5TQ%B~UR&0?s}2s!aPAM)#=wdqUWBhHI4d~9uaR$}zuTEoaY z6eM9obPNv$L59GTfw8`^$~y(@7DD!DR>Ym?;2#<1EjG#P!ubi+6GXZHuosd+4cY23 z)^o)uxSEkv z)Ufrv%+4%)*ma?FZHEb{>i?FR>eFGYKwJq#rVMSrzXSKsQ8&#MKG(j!#N!m^;G|Q7 zLENaZ@t0!Xu{i3);txXDE6bm(o_}B21<$kS|9Zp<;EA41Kzs+K@VTDnOc2$o0O<;b z%!Q%V$5?H08ozl70)Dj71oP8HEk-VpmdR)Kw(v-|LfG#vu%-Hl;rVRa-WHf_qd5sR zXqFJ`%nMO&U(=*!m&!35REoQ1g_fpjT$-v6v7k!yY$Tn~lPjKsUA-Ul9K3uog*U(b z*erm)nb2$d?b*6+4j}CE`*qKY!9$Vy-TkrD+OSl1pxOcZ(ymGSmvLhOmdK3+dGikf zQ`6?w)y|-ARw^;}*Rrzmazdb--MVt021rMh&|hTKo>)A=R`{S4q2jnCC4J5?4KIA6=* z*V#dTfu#f3PSYAf;^Z`{R8$gforLN-Xn$~TL5q!J4=~<0t-6Rz7i=AEQ-@HJ%lI*t z(kZ=}DJ-3zXLNzs=JM?ugtQPHci~ zXn?LmH{qrEF8v82H1Qoel{+CWUOiurYMj`$mTd(#B(i;5(6yC#H?L?;XQl;%VrSDq z60YabOg+&&VL;IuhhNDZaya7hDKeuW+Oyz6?tE^V_Yxh(`-~yrp+n+RO(xo4tFLknt(QHed7U<1@V}imQu7n1=grhp$D|=s zH5xxgGO9%MQ9I<n-t||M+SXbNX9t~HrzdHV#`m%lZop6i7+zu z5J3nTK#_Lb{65(cJB)&eR+L@1>x`HdM!4a>Zd$+x2>5sM0T%1t6`qyqC#AO_i;XFO zWnJYh{rz0I?89Ku^y=cep{Q%3<-tMakey6j_7vr~mqPK<3{^yHko8OdVe1L7WInIS z&Uyp@^r#gm+zneB+IYek?h~pmT0Tcdd|Vn|8o4F{`c}_KsS5V~%!|xJD`9)&(K$A1 zNS6`Dh4ZuXtJH}Q&f`v$^zwd0#tJ8YnAd9;A@=U(A-cec-=_&}+a!g0XX{!h^U!~S z=+tawp8eOvms8HAK{el~QLe?Yl6oB!yFbbvoRRX6^Oh(M$5EHCch>_2=@!l_0inZP+ImTQjsgYJls2!QmbvFERAfVIJ zK^@7ETM}v~*aiR)DF32LK*jkC{Os3P>F9dTcV3oGCYJg!|CzCaQIjEdncd8^;I{wyqJ7<;>7vux z?d~-702TN-2?$Fw9J?s|r6O0=makWiY{3Ltc^GIEzg@1xeI*Od2H(($s&7x0@L{|M z5)H5KHwy(g-z?Xllo!tPZ7i2{Df3^-3JUg}$)3>t#7&4kZmNQ!%+ut-cK3BmfIkvH zQy5b=Z;+9{bL(K=aOv zdZy4ly!-JH?T-ymLD#%BB1Moe$K7b0P~Q#vy}6E=^~Qe(0txFQvtd+!Uhu`hM{1`S zN%a^(c2QL%3}?w_Y10-ZO68?rf9QV%Mf*RY2ywafmK2qxf+N}vQi1V>=>FGAJ6)Pj zpQ7L15>sv8`#EIA`J`ObKgLl^k|ef=g^6QW$)R4ke(Sty->X-?mtMpAuf4K?7lXK! z7qxW;y@ahX%BK3@`6SS6_?NJGp|=qaChdQAW4Ic`-GXhyGHC3C;=`o`N8b-1_~|xH zRRJHFeap@?+sKJ73rlQS(&)#J`F5C}f@1ZgZ7|u_>P=Lx&0l*;or8(KobeGnl&d!C zh3P8V>+2h6o<&D%0cOWcj^*QZG^j>E2#E68;}Zan8GQ_>HR)xzPrtV2sAge#_yomO z*6cgL=UIM})_{UKjWp)P$SxG#a7}tAdK-7(z5#f3R{&x(%RBi$z8#f`KK}B1nU7p` zzl$DMQ!)j3T$LzORKgD4Z-lRA)B>^+mo=zb(Og1K>A2xQabicgskKCqTT`npkgwBM zcH_a%g?FjTKFbsT+Nho529uhH3AMYQs7jr40p|4^c!Bh_!30?==gIrju>CT=D*F%V zUuUHMYk%pnK{7!uj7*f6?U4x=yGCS*SRD*t7)!h{-$h~iHtyqS>MtD38x_+Pq#2Bisc`5W z&j^n-{+-6~eh+h!;|WjS<=*-rMOadO$+54E(>4~5*R?&vxO#HgR+>E@{NMcelSO8HkgG?Ii_eCu0bM z7F#d^rZ{hTC+zJ^mD!2zOu(L6dz7x`20et9s(Hi<=-=wv&CgexZ!X_Y*IfM)`X6C0 zFW4_yUp<0yxsK>aB&!E-5=+b?D0RLWgoRg&w)G>J3P-XIP~gQcUb9o-#j7htR2xJ> ze;55Sves>H=R9idzQW%rWY#*mPPp0K&6@3-keTXgYO}TOeUO?8+teOVGwFXS?572+ z6~7=%R8dodjkP!G+3x@Kj<`9gS5!M9+-pLbcGlgGjG(qqpBUheK_NJ9&Raa3&aeCv zs`%Z@JF3IL&2v3_B=U=h+5+uXpkBzWlS(vv+rZHVc3@^<0P9pvce6(?p(C*xj}r}m-WDMqcTyY;|YAL>ca*+*Uk@wy&3epWWk2cgOx>Dw^R zUZ0}|@NOEEn8?+4O=n#}19tebLM8^bKMURiB0g70Cj-8HoAFDK0RU@}klK2Ii!fxz zqLKndXXI3RG-ks|l$4gL*eNJth%JpTuTBL{SMX>Ze_QvCbD;sVuy?ju1l)i+Oessc^l=flW#aC5Lp z^bi9uthP|k+_C+`<_NSksjLju)$|$2VvA#)8KR$!C)TI7kc=T z5-qmYGe2Z$MGRvU$>BM&XUwHj)kkNPPaOV-DVln>UNYR~#a>QWTF--yZ=V^m?&0kZ zAX;MD+6MaQYVY>~4vRPTgZ!_#(cBf`65ehFa9%28z^I2>$ZDMaiZ$3yHr9B#_hND&3Bzk(Da_}rz|0N#6_8{jL}8W%7qzQX zV}VqIe05m7vy_7Kf<&0K57ZzdK8J6n)1SGs?iXXgFY+S{zIi0);Rw@r4Q~#G9Jaxp z{c68>_@iU8(uac^j5AN)OJz=>eaj`>LxBFYg0~Oul)uNt2IxFsUSazXPLjsn^ecVf z!gFY(D{DEqKL1%t%pjZoE*F9Bw4EV*=KjuD&#$GnSNF~Ka$qvP&hjsve;Hcu^ZnKI z4A4Ob1nvDmuZAp_wgWI>z|AjOw&)aZ;LJpekd0AZY3%zAi~WUNKClkQ;}}46k+Zj$ zgKp`Qe^VagScxgRgs%9=FVc=*FxW;rm>C!>Z~lrXz8~DjGq~^iJvlAN!@BJW9<)vu z#|%q5fj?zmj4V7wzjS`>VI|l#3 zqlH-d0IlcBCvAbB@3cYA*v`T#_{QpfMsX{rbC0J&(sTjmSQKIMv!&b_b1t>14XRro z&p26#j*#;!3~1(OAR=Udg1I-WGmTE-Wj_^{O6JOXWUn%^@V|Jb6BAdwbgpb9t(R=d zP5%)z=eYt~K8)}>1%Ykwj2I|ZBw6+MBD05)`e$H53{R_O6+@lZJ1#NZqvu9mXMW$c zco2m+wg%HL)Da%x=Z8}z0S7GB=b32z*|d54{#T(GH31FF`;$vEr8sQ^biDytyf&yx%;7bc0C749zX|4EJh&Ur&LyQnRRQsS~cc8~iUcCj@BB zF(KBih`9sfRq_pGWlJ4aOsuX3CSAJBvl9oW=MjG$2r0(G%{jY7#=5wweYp6)UI49O zg4*-Ck5QRlj=IGpL#I?He4nx%Muvl(P&9g>%&Om5qOeX#NJvR9KcV!G&o^FGvqz9F zs&)%QD?oe|J5mB(G6^kI2k??V#>^2+9=LCf5?n@Q$gEJ2x~=$9c6TyHZgASr9*fsu z3$pR6R@KOpQEw+5vJHE)8oc4wy_B()pILPi45cVomkVdZR>*3<6{;8%O>c=2@J(Vp ziGA=wknMN4X_49Z@>fPMtZ$HTd>Nfc( zOJ?`-E<1@4Szk|!tZugHBu@fCo>ukfj8t5l1d6ZeO}DWp@j_k{>@0^>>^>{3iz%_y zP@xb$J*4h81$_JEXZwHX!)Flcc%j18E$E`Xn5%)mjGScuY-(oGJUK1I%g&(N!PaK3 zgiKkvLUgh+><=e~`rwGTevxg?Fu+(5V%GxJUFN`R!dXyH-qzv4gKV=GLIHMt7-#nz z`8SR;F`pj!&=8j1)T30wi!!kUvD4f+e^au2H#*M_8N3!eWSHFKF0J=UQgQX*8H^&& zv!%9Ew_NH8l7CH%_I%oy-z|q}jfVcDI@FzF`}RRM84D^km+xV$fy)j(Z%{Yc=wv?#gte)ntdFG`hTuhGqf3afDrqbo0P2BM-97_G1{ zz3E0rYKT@ci(44@fHDO|foJmY?a=N%MjYo=T?XPd(e zmor-gWl)K>FI53ex($``fM{U)eIBsG>v0mWAcCjHhzvhg7o_>HqVaj zW?}Xow*$im6;P|3tYl9lFoox=Wu>D3!gZDcNGKmdOMJXq3P% z)>yT#rO{L%WJslNOp}4l`f0t6eKB8aN(Xi)o+5Vt2gqjPoesY_j0vBBEL8hZNqXGS zjT-Ev2Tt6bvf*K_8Rmcri{~O_@1nfBpoE~{D?a&2Sr9J&B!`xLcVBZP&B(r4v$3Dc z#cxZjhfRGE>wWtW>wPJeR0^j_FY{#k<%)&2zOHlLCT>`9d46)>*EjsnL+&_1?r<=z zcwdD;WH^Xf?bJI07?%}(M{C{sEN#)rj}p$#cjRkxl)$M6e9h(KF&LD4sF1a0?DRGJ zY+I|>QchS~^WR~6vvmfNnL1|3%}Q(0(`Xed=%50Pqn5al?9A+(ll&p zEY~cEE;qU2xhl+ZGfsrP43_VN)h994FTNXjKEIbXTh3pf<3|E1_`WJg##Ro@{DTaW zh<^y@Ym3mRB~N>QCVzl`9f3c@%H2c}IHwaM?Ytpsnb?v8>7}OLUKO4i=&72cW=*dP z_P}_*de153fBt%2J$@(G%$Nenx$B%a%>_E=|1sTQ$_o2+wQ~~cy9XvF$*D0Gv+m0W zKWcEkwXyLY3&>LEJhIc((^BYSJ?oBuoYe!b_R{k;yQ8kqx*>DT`_g6-JF0S(a@3Zc z_9ekdf=?j(Ng-z?2px32cs?&;QxhFl+)a3~v2Wh#B7Z!1>sF>6T*6zrlMKHgb-rhM zyElKsF_cpWuTrpRqWCf-AGhK2V4Q}rHXpWDNlFUMK29d3#(L!!v5m^Qfosp->1H!b zS$zP`+gVXjRh^(Fa|Mnv8=SKwTwYV-@YydBo=JXzd4t^# za(10q+PQEJ&mqX7Xs+X|Z7TxWEl>HV3Y_1D9>zNs`IWf?*his~I$mlTc1Lcu(@mR} z-sJX`umbprnQKD??BF*Zbm!)Mx*!`(cC8%XUPuF?AfWi7$&4?-@4m_KYUhm*bm2Lt zL=p4|+pF0M}sS@{xZN4^piaFAU&%arWN zXU~#}>!JY6rxa1jTq{2fVq916H_`Kw{?0|E)#nYa!u8ZBJu8|zQ-4a<9_^Tsw{7`i zsF5}wLsOml>&*_^_tkY0SGkw)>_A^4hVe9>qW~HdHN-u_-@WN6>|}aI=*X*Goks)w zULAOA!-9AIU~|%B*1t;uxwWo12}5hz;R+LoSHmx8AG0Y_0OvazSxu@8ar^K?cW z9bUp(UauNw=~1(!(Gv`|rWaZl*ALIk98B+BKTl+(ZkZvaXNWT&jEkpL@NLs;4Z55s ziJ3ol=o$*9roO~oGR3;pnCP5h)7|~dp@GFu4>IF~!Ir_Y(0wPF*^ETd#D~kaH3Nsv zEpT9MIrP3KPf!1B1kWq2OkjDBO*VD#JD0Z{Yz7w%Wy`gb8k$d?$=i`#RLp{zJ*zX;@Z~4 z367R{Z_ejj<(?LfCA6i{|LAw3G|U!vo7R173ut!-gFsqG~7A-hZ15|Qj)B{ zHXxiDDmupAt@BVW10bE2LNqT+=FP75wLL_4r~0gTqrQPKtal@cQ%5v#Y<2RayRFDY zWLw@MPE|2M;O~9{_Ts6FtBx{HO5O*UgVY|}1dS})6JnhewDRnDv(!KK;`%XNKakrV z;so~mPj>GG6B($hep7ejBwx98Li7oh=&(Is@L^?GwON9dKr;07*lUQ}H@3wUSq<;v z#WdkH7kP6{Qw>DA{u^qYR>BP9^Q` zw}_=bREh9&*+#!L&6n*6zTaydjA6ggQ;Qm0N&(wr2$K!NE-wm(p_9vbW)g2ftosfk2m~I3h_$LC>0otXzac73Px2dF| z!4nvIzPbPw; zFKn62;67v5yXCkaZm$1bz)%g)GRX{GT=zTQnBlI9*fwwegV=QXK1^8Q3sEi>nY4M>^J%`7}V}fR@{rG&vA9&Ve_~&ic{xT-axoIU=+GCZM|z z{ESbi4i$Qsq0ho?qKAjBI0{HbzEf+NN(rx&CRmS#Y|M_;{tl>y2Aav}f-URl>4xyl zTKZK}Xv7yR$tRIACG z$Ic|M*NU$#*I(=2F*`x9x_=KI_?V0wy=Q9yrue8!yI#jqyhPp&nyy%BSec&BoSL~; ztvsvI`FX_c<@7>g@eqs;?y4jBDeA(0@VW;yEj$y)u{S!+%bVbhooXXRP7J*u$Of8P z7mR#!9aG}DOAwi7Y+S8@=u*3{_ud;v5Q;OhVq4S7Iv=pPIK-?UmU}f?EGMv-%iAI{$|PIPoJYU5G%uwq|ZV+B4k>0Q_>ky&bZWu4NdQO~gbU zH|MLS+qP^Feqz?-Wk^y>Hf=@(TJItd&@0NZ2jkygXsCIOQWwrDoSRv?YFL1^frE7i zFE@XUwvu+%Mhj2|l5AUsc=Cbo}hTftXlQl}O$h*+A`kp80~tFO3F2K)5R=lk zXVbNo;|3{v(8FeW+mXZU+8Ml055Udu_YoOH1`;uWH^z{!DPe5#9*=%OO(o~xRNM0f z2wDLCm@2lipw`^n0P;*oYk8LXMm+NTWaCYNy zR`l|H4WEW5Q(bnstb5g&DT#~PN$(RKL$}o#mopqA3DkK0U#YerMPX@nm`j<+w(dLE z47~Gmd%6&8Op@=&mYfLFR!DS7QPQWL+z8Ea(9Ru;tUnrAmry5cR-Rq$fFX?f?i++D zL*9l?d1fLO3M_y5y^k74xV_#!eY#XrE)<97<@VUqzv%4vQ$3cEl1RGC|K4<$ulE)) zS$S60xuS}^^$h7n3Y9w8?oASkZKKZiELQI!2}sZIz<;av2OIV>8EQ&M7$GQ-4Z5^1 zP~*DY4B1^>d#zyJXxUgwxEEs)Rqwn<%TU;BlbsA(f&4nTsl9i^58@JwE33(eg84Pb zH9?!95$VckUCfN>7mHr^r*hFVsu*HNvWw@*7m{m#XI~X~lhAN7($BKyCUYijY^=7- zO`g?3<{`R#6be$O$45Mq( zO&|5|huci}ylfeh$%)!Gc%FSPE9#+cRjS;SGCd{iLnOVq-=AQJ~LuPY3rUD@VCk9*SS zqT)H4ti<&JIc!)tdpIhOxBLbla%1X~Y0_tvILAm()JPN0(%3EEQCy={i?duI-#&o3 zTF~kdppF;o1F(U&!t*B#DeFO7W@ybt9+B1TZoGWFLTY&NaEuMzV;ryWJwR;+b8>$9 zl>rU}=|0nq(mfF*nJyQEG{yYc4Xd(K`K(9*P_dH}AY9`WRm-9#&T*Au9zGWy^-xBm9UbUELn|XKaAtOpqb?>^-M-$t zXZc)^9c*)CswP}Y_BQnjWZFN-SP^qH~UoJmuHbfQND9okvpLy}(&8ot{Fp za0;*Ck^%+dS1O~gYXi<9scoJ4lbLM$;L*%Hm1TA`F-gPN&|V+nH|~DVSy&UC`_vn* zFHk9uH1G@{H%$``P_ztf$-jKQ))A=+C|1dNw@o5)=E4gciBQ1!#&2?FGg$Ioat&RZ zEb$9(dCg0{39&e-8YWdIv(avgP|0`;Z5T5SgdjVD`Or%hmnu+T#AL=hrMh0#)&#ri zMdj5$jw4Csq*lAs83;^xt%9|>6cb;7&N(n%?{uQYd!}~yul&M#RngqzXV^4ZZ4pIG zuO;tV%^+>v>lab=p6Gg}h_Yds{dz^mI`<_>RBen~_@@ok@N4XKHTq?Ok^9{M-+}dd zdt#0kE1)hDBrRuzL-xYE0W(fU-muYCe^XKOlJ0UAPy}+|5$>kVX?)(-s(43|+;10T zQfi~xaH78dOw$ygN2Se^!5=;?yvrIi{4@{-7D;wh9h_dpV>n^(s{}c2L~NUowIJ!f zzjCNhyL!#1=g@@DShBKOgZp4OAGT+6m~PZzGdP&TCUUB~Tsj3P(w>(?)u)5Mj>a$A zM zRq}fa(+X`%q|dd`FpPH1RQBjlh55+}NMDlwuCm_ftpT&vqzWMeM}8EJSI{U7PTtzs zkAwd{V>2 zae6XDQePJQP038q2x0CPKkdfcV8#tYgOG-4qS$8FY=qWo8!SwWSj}6xCS!f1lLJ?;4X)x1li5--bd590{$QS>;aHNq;P-S-`BG*(r|;V6-6$` zs|9Gt(6y|*f?%fS>o}Q*fE}7IHoEkCV`ELL ztt8b|F2iHVoeuyi!=Tg|qMJ}D>>(hakSrUv<}oSd;u*{VG)D=17w@X({0F#MoCMV_ zyJgY!T3;^H7qIG^$#V59Acuc#g`;4C;NEd82$3@QF|JeFaGLxNk=>%wa#+M-igBLM zQ38Vx`ffFB%$8NMj!y)qO`>4C}{90J^ z*dGu$s{I$`_!fJnxgN-O($)s*nrw*IroAUl%u0V*U8L`%{YplzalmVD7=`g8t;@HH zSY&Ar&0%k|0@gG6*v5&5xjd{d(~RnQ`Av8nWzX+g(;GHcrYADcryKz*xX|=C&wIG5 zAq3Lx34Y#Xuwsv?llrG~uJfGm=wC#g06=XC9T0uc?WOY&KLBTkIhP zt!QC4a9~HXjMu$ZLI%7a+{uuDfM~X z2QLoLh@+KgW0A{veV?nAzwCMiWYlGz;VD~gWio&{Z;4Y4my+D!7zu3skpk=r$j zwfDe5r_|)WNIkH7Ax9Z$c8+w=I$yO4Dsfa zsSi`xQ76TCD~*PB4GxSK5H~g?AhMU&u}P8DXkfi=>Ao!! zzgZA3B)RJ(Ipm2HQ4A}yh2y0h1@pc?N0&bT`d1(tI*zYYA|u4HZqaC>ss!fU*nE@m z&ivxiDLQ>k%6f4jpp*h)5e-JzPjN0pikpuA;J8dcAyQ|X-`4p$E_hVEk;;A|qB;1l zs9wFFL5d4Vzj2B{S3kRLQKz?$Oe2z#A~*(kY3*6?+0Npd!4wPjuQ{r40!>VRy^t?1~4TQB!9w2vaw=y9Tl zp`36gjg0M56)Cy%joN)g%Qu#~p&%(c?O}=e;_8LWAqPC{>?3!Mh)T7z!{9uy=9uq( zcVVrAjLNA4-$O7l^tZ1Ifx;aKI*x*;*CDz8^4!O79ikfTjoucL?1f8TlZ;Dq{mI-L zo-_TcU(})^Fe=Annh=q?K2+O0e5rO9C+#eGRjd7Noi4nl6Y$GesbKJxnFE4ZZ|sM#NylX>+pGG?>d;viL^S`x z!N>-DP0e4y>Z;4$V?WA^u>h|^-@|(L#&5;ywaQ;#UF6lsCfAX=I0hv=F%Gc5rn0y7)iaCj^PX3qINtw z<=HL=0{5>`r1SXZRTLDG8(iwZk3(-c?n*>J*v#XxIHI4MFH_EH zyK3WWS)PAH*b!13hR(!+t-bT}jQ1z!4>)UK#$-c|`vqAC9kD>eEqz|)feZbCmA>nN z<<|X<`8)Z41ea&7-qK_uIAdrxW;DeFj)y^u5K^}D?5U~;u8p_4e$taNiElqq7QL^e z8fx_$`*pK-aPTRF7>Gq<17|x!Er};rPuWrGh(SFU$&k`?Mn061e4(LX52c~3 zE;Ezr1b^YrHkaB;vQTXjY+CD?$-*jL*)BARJ!R;P(kPBwaQ?&eK&web06+;N#C~Dv z42_wd8{QCrs>b}2)lE9ru+RxgLbb(|q#3bNImxw}p>!w~_l8^0-hNZIfi_*PJ4ak> zY6?APDIu(GIj|~di!QP;Og!|buKNcAVQd(_VI7KA98tn|ddg^cw1@>UcXTjd*c_-s`PXUXzI3A`1f zX7XiEUz$x4)=ez73iGhm01xlcn2EgAW=qE9WAJ`nW_XT2 znRnbpAVJ%3DdxmS%6q zjHN}SQXmSo3Z5G7wz2-HKJ?vVLp@`lQ3uEk|2%;T-Pd>rv2C2pOlyfvr>P!)vq+N5 zd2uH1SKA4ATR|#$%XN(=Y*v$5%1$w~N6)5d1A!FmzYjugUkL{bfSc#Zii7_;O^(-g zWq#Je0YHZHaMyo=pW6lw;jpi}SDTlzKjw|>+ycR@THV-XE81WIqm5L%U;z5=W1a?9 z+e?n~DT3>8rOlyLp{MBwbDoABulTSIsG+tBEf9zm2a=*oqRrb5VpO5L=)Zfi@dP4!W*nxmMFJfRVVT zw6v0C*Nt-4xBaFo#Yfmx)`OdBIbpjfBGw(kNtv957}S%V#JuFhO^Z$E<5A}#oWl@3 zpSW1u9K;n z>dX`|*|S$x1nKuK4Zgb8FGGc=9>%mb5`N5S$!uk7d@L&(<%OWtf`S7^{bjvJd^~vX zy=X!oTpWMxwE8>FbkN5N6mRjDlOna>9=wNZv%SRAi6E!;a%4!0h8iAWU}jur*f^mc zew=02z87%9(!iqsy99)@pETpy^8)k3k%-CwCx;!?m8p04cA$-#Id>$)kIVVm6Y9Ydd6v^{u$h1i$&Zin& zwL!VQNh{!dDtQN+{T|uua%Mg<#Y-deo(1mlWwr;S)*mj#5%P;?cvD<|6_$v7_O&l> z5x{weS^RoZlHIbVe4KjGx9)QAo4U*y=_-Ocd-`+qP=O12zTOpsJMJ)D_Gtxs-&ItM z)BOs8*yR2-6ncyw{tFbl5C(FHugiw_J?@%<-VwwGglr0j1vWqv8kwE3|*zHD=?%q`<6QPTqvsWx?(rfqGz8-zm1U zt<~8Ma+#O00fb_;JQfa_?wsgqC$yYoSY^DdYHQH&4KR$EN}x~VZ^a09)wuc~%l7@N z8kD)8+G5>^5faS~MUl{EEKwYJKo;tyS79LQXm~D^?X3yX0pA!9KmPTzRzP?@xyN3c zm%Ju19I?j9udD+&xs}&*1M3?U6Q57e0o_+1T?mCxIb@i!vNCN+ z(MCzyY>*xCCnTzzlAk|+-jtSM~@z@n2)2OU|g>yC_qF3 z2-`e%zc#rV#*;HS0xOzQDvA88sw=(NXmq>WoC-X@23ZJaGt#6?*>A?KtdPHiHc3K6 z%RBU)cfUbu@S^29qjYpC;4pio#b`aJWGuAQ*R+2fj?SbGdjAB1YO5I2M=K4{{~s0! zZB}PDM#lWQznGHKgQ2bp+VtqRHvKcjTQ$Mz%0blbcu_{|5=VZh>c%#yBkYe)bO%sjf&hZHnXadTLgQ?t@*>D$?OWONfFMnKR? zgs}}X7Lir%;9>*(s+6>+9ap|Ts5jZWo4B&{yjV0)4LJ)Q&iZ8@M0|G-Br@VmAPUYduXoR-T`-IR1mX%t!l0MnU>GCif>o> zrhV`AC@QoWN= z6%Lw-vZg7lRN8{0aq243snvod9W4T3Pr$#%4_DJG(*q(LSO99*3cXiRhZoW^P4Uuj7 z-B?py$r_$J!5K*jhoxk%R=+6%h1Gre*^o)h%5jveCAB36l5109LAB;pO_RZol59M~ zux~ec6YuDTbCHmmzl*h&zVfv-^=V4~c+~w^BYNDyXuFJ(ugG0@)(oO}OnnktYDqzW z`Me&5b|v^@MYviP2^r8{5x7!yRQ+L?coi&kf&$(v9XChiNPLQQJcBGFrhXQfsPAEg zY<{!J<^7gY+ye?%@SWcBJ>O?=gt7R9-g|N8PSPRlQx~lG4Z9*U1wzZ*^%y^w+CxP!=T z5r~xah5>}Ds;2hA3MBWI{O~60Y8^GY}R8;@OGWTvUvYj2?=CrfsEt?oQ!X47Z6? zewZNJ}M~@z!nI~>GyyTIkoh}aR;ze?y zyS|=!LiuLTnlUjrHA%!?Nkx4GNIW>={-T$FbKK;-g@9*?<6Xgzk&Y z)jK&=Y!yamX=#5+t0F9})X76AX7;TBh6#&NJ?IgivJ^+(m2= z(Hwx7rLiQm_jg=8;Z4IovpaZu_s$f98sPUGs2TvmBNAaG!D6 zi%s~EU<1_HZaP6kWO)}xs|ReKL~1%a-?%;49{V)Pm6C8BujfBC!ErqAyd4W((UJ=C z^4@q}V4d1GOi9UXrtkI*RHH^5a2LYD-2AyD3ToUP6F;FKuGoD|Si;sGcb@+uUXbZ| zG0zWF88+E9w=OB`HT9RE0_TmUFF2bpkC2d0Y~fnXd%t#sd3w%3IyG7zTeQ;b%->WN z-q)8)0CvbJovT?x{p6GUr}l}`q(5)<3+OUe1c3Gx{j9b6y{1wYCHJ}1?a{NA$`~DZ z=NwSa&%hACo}k%3B;newPO^eM8-DL1{0lRN!WdGfKUR7&A`0K_v49onbHAsGJmhT8 zx?EJSzC9U=0V`L?Rdk=u4Ur`D2;pUIZz;`qmjqdOgufI^iy4&FxWK^5E}noLyWxC{ zy)SIb#lif`srLRRvtppHKwA;ROXiQ-0z>M}ujWqxBeI8P6gPy)isS&?mrhYx627`c z+*XpCRvEJy9u{=h~;-9Ed{-X#|V7Vc`8Ll$bRLVYd1zaP@VOKxsuPAoHc6XAets zU$gS^a%L&FGX#*D!PJnGdU#3@?^zv9^+}qP%kr`0t@UNIJj%(UaYRNqN?EPiukr|) zkMv!#f$A9Zsns@ennMhk{DC%ufN7ReU&Hv0n!(>~UfJ6efd{*$)E5(|XXLtCr=BNs znV2PTe;7?ZhcZ#+Rr@Wc+Xrg11K!T@lhtaQyv%KHjYx3X53f*9X>QJ`q1p@Myblsf zHwEr2s`m?bV7=^V9n^Rv-Yf{ z#sQ&K9K3$FI6DMZT(gRFOSnrUtrX$%|G3hJE}%Iuii_zG?zq#$M_9yv3Xja?hFQ<9 zBy7&_j2ujMmXbi>mdQL+$hvU4j@ZS=?%Mn6KQwq%QUOlIDw!Y70qjgfqzieGkv#h zf|Q-hi{AAO4et_p>umho^JrP!$#prG{m#LOaI6alhs&g`US**v3FdSe8i#6nq^% z>>^JbnHQ71Mz;eEcpYc)ihpl@GybNAhM)~G8(xQsE(0gMhRBiRGb1MlJ{``)Ko9A7 z2F>?WyvKL;#blus@qyK@Z|Ku{sHkT#>s&YI+@$wO91a`27*%sA+fr|4l3PiTv7V3W zweM3Vd4dr7B>ue#ix*88GZEvS*z6z4p=oHy(SrJ!n=wrvU3M@YBd#Fd&|o(96gPDi zytQJ&tmxf_qEo61EFHtr{$%Rm{THO;%YG;Dx)J3e%Ub$EyG;{ zhc)-@oOm+9=VMl&cw@E+4(6ecFoSV*tj#+MT1QMo@>z5vly!!gfbCq>PZa1=e8-8$ zNi1{&mCtc?fwXv@(=sk2E6*RT0DZT1&|u`#3?36oNa^2=-{j%-X3GwdEg$V8__~{J z*~ft}I?cns0m}W8RJN9bNXsVcZTiBw6YxwI`_&5zGrjwPfKejJHi9WLUTbzOosl_S zuKrG<+(;GD!lAv*51Wk8*91slUppd2)n1nT z&w((2*xj9gq_I_kw}7w;;xCgV?ZYwg!^Wa~p~VWAaL5gOaKj0xKYtC`6Lp<6tu~$S zHdaB`*y*jD^TaK%J+B$(PIYPT_}Y``i(F8Qte$fW`AmAB{6w9}SQ~4YG_rnS$fd4b z-i(Cx!Tft3tt5+;(uy~&8|_!yHC+1|5X$-^#LM)vb??uzA+(i1wubZYauZ%pZUofD zYf!~LsrpFYwEwFRNG>E`PUnjeeA>ep9)G+(x9S+1Rl>JFpEK`!`*}Jc$i*Te3rr=3zLYlI z5EE~9Qf>xtarZ7yGnxXxVBO^rR&P4Z$;u;;{<2!_BIptH&{9)y2j+O)ZLOwpY^^lK zxnmLoE4Wp4!YkiCy{*%Wo#pPvTN}L^Yr}86>+tPv42pk`^t!O#k4t`^5;z(#oe_TY zC-~q8tplQ_0}st6wd0l63X4tZ{kTY`fzT`Ix$SJ5E{}V^?$ZAz10VpFB(BrORJ1`@ z^(O%=K=oT*|7CAF2CB*5rsK9T+dDt;yp$jV&Mv#(VPkx@98Qi=K~8Sjaep9DCf&b9 z^Mr|JMZQc(EA}k_>i5n(kMDpyADG+AZPz>l1`P-)dlmTr15P?>j^7d7-g2hrF3b_X zlewtD+S6S}>dgOc8=R4&|9m8J?!l{`P>G2E`axuyaRCcK^ z9B_D|Cv?F^b14`zTwKXJdB9a-0N*>hgo*?6=HO@N0$On{G=Tl2$Q1;%f~dIje27X~>DOZXpwaxtP~Y&wo8f>KW)(CAapzuQkK97*Hf~v} z_~nBQ$H|8Wi8yCA$yMVxu2r{gU9ZBQk6QSYFBZ8SEcQ8EHUXYZ9O zpdI{l)$xzUkpkdZAP%>R%vOs=WDGcS@2!%iRt8ohBgvh-j6&0Yw#}(4Oy*NnPgCk+ z48-O2?VX`HE4-Hn)bq8dfrsJEF3fw=^42t!b7F$fgOclu^Cle#5#1dYPyPoH%hd+R zYDSzQk95Af?v{sitOr-FO`mc;HWE%N4faM85kM~4KJQNt<7u2H$foapXog-q1X-U^ zLckAznTf9*&l+-0YxUa=Cl}X#APibzlU5gFADhTw&%Jnk$h<|tbH`yh$tI8Knc9!L zJr52tmX}00-{5*_)XR<)tKwgdB=*|vnQzS*(;=so*=iB8Dpen?eHaTqZ~7f&78uQ{ zlSMAkmAQ{k5V5?A{u_?uD`S-EagBmiV_B;`yC3g@4{K)GdAk@vUUC?g#R$P4pR!tP zNDh>dOQ%Kp)gX9qgA|0tFrmgO65cMm&jqO;s&yZx+Xn}~e-qc=zuUHZJnJR6`T5Jr zO29v~BmXobB~(QG0yY0;=Lf|#t<$?QEBl${IVrjqvdB%Q%f@m(3N!j!bm|nag=O^w z*c0B=DeQHVCXi%uW(^`T-FU0VL<|D9OWHy_lA`N`MNbh>L%>tUkGwqi90#*L&NgYa z)pFR2l{3HO5|sA2pL`|Zo$S@ZrDC_n9WYXYJk4lpezOQw=T8=@*Oh<2(Q(??)Jt+i z+4xIF=+}D_b|{60ICf+VdTp*0aOw1U(D>%X#DUz$lalvK`5Tj2;_=HuLd=4I)kBg3O)qf2nIxaV^QS%5y#1xSa}PGcQi4Z)Oi$cdjwEt5H1uF!|e&;8c&M+ENQBIU#%9fd#%xn z8)JF4tbm30LDkpgA*g~6>AQM`HO)fmfvL$)c^_v8Gj}mH5GtJCe!*WdiV-XV33#ts zH&0x-3MdrLQ-W|FZeG6^zAkfr6-i|Vw z`R%NrscvHE=Ugmie|oW6=xwd8GwM2+HH9YA_(Ry`_}E9FD*A1e`zcRQ^uU0FS)JWf zOw^h8u$6Tk8!>M|D`=xfq^!mb0#~bzMR6tVI_{3LA}|q8Ca8sL%}v9y=sJMxy1Xc`o*Z0 z{rjGL_k>cmIvulzJ)t~LiREvMS~ZJjRNrby0|A#0`%#cncFn)hPh*peW!jwvc!Rx3 zvwM`1&25GyL#%N;6oMB?Lv3uZ9?-BK`Rpt_UF<9+qDO=!??(aW{vqBKQ^y{q7N3ag zyAt5l*n6`#IYb+{IW4D3Pte8K1EZE{NTn`~KGsbH^I6{IV(b|x!HA}MF z%(eY|N560TB`K97m=%7|*mt_FBAdSO{6t&N!VP>MgoG;xX~*iDxNWD7yWD;9FmM1N zkm;fhY3FFWixASc0fdpWZ4AeuywmXv`fCmeYzYL*wP3?D^h|5c`tf!5Ix*mdDo# zSNE{@)9xn24uL-h9B5KwslLBCeOq(RFJK@nIbBDne71_=v#BORKt|B1J>&BCi~1U> zVze-1WlVXttW6LpjsV-3xbF3^UfOZ?hJpeZh4v*V3NtyAP&}f|Zj^SN&Xb3)57~)R z48GJU;iBB}z+#8l7jzas)+xoT`5btmiIf+28cXN!*7R+D`6G76*IKf2H#(;%r5m@D z&;9@T0+=_UCYBz7iXIlLqv#wj4lS;HN;S?bXa1;CpupKZ8W@7_LJU3<`57-8S{F}* z@rP+Ga2iCx%GGL|yOaX!qpnEif|;6WF-^_Z^!aNc5U;Sg(;_Hf+z?O;0~TVYTMnwz zp9$n3F=pgD64+&A(=GwvyDI-q(#d0g7%cuVKt_}$DxXN@`7?!Y6#jMgM%Uz}`{LSk zpUw#t***2@NE{=%dFTc*fUNEFu6KjB?(1;&jg;O6D!r)8D=UjnW>^sxM>phFF#8!N zxLTv$)G~XF@G}rcAQS|1M`yg_(KaRiQ_$8LH9ybc(j2b5Hibn;Glw-j%MBa1G5Yn3 zG{LBJzi+OkqHaiMudw~ujo;UVX^ZMbY9kD=h#=7hH#ltA!q)lp;UNI$i-iECIZ!MY zKg?W(1}jZeyn9hoo;=S4lomf?+_Lm8oy@dOfEbhoaXA3QdcdMp!ITNkj?x#}mk24J zu8=E4EO!Ag7xu+5wE@{-f`*#TLQt3RS;cmKb{s~yD#9b$TP>zJ(>(*nx=En}{FeY`3oH;E`u7woO5_z27n#Yb;VqmEyj6`#92Ih0_!gX*OADD14T!Iw=Z7o5JD8 zVJTv_M@-Vzx)lm0oy}rvT2pYA+u#Gu7*5fjOD5aUS!cD>H&`3WwY+aUKQ`J4$0;vM z$1ze8JFyY%YzU)DD17#k=d^M|cjT(t4yK787%=TYic4f#?KC|-kAV!kYqQy>Qu&>L zq>!}vU7u5Zct1vZ?foBl&R;Y zAtRAKJCXNzlz}jAd8Dc~4l!}h5cU2ryu$~xIz*0uNI~Lcv9?@XTwSz*>civRWO=4! z?myvc|7CfcAJuvTE26ZL?(AvzCd8dSv->2aZbD!BTCYCP7V6Tiaig#IjH|KUxIiR8 zn3Lt{Nz$r)Ba0;rdK-#cFMT>CyeWM;b8fnx&|ghv6C*+Z1tQ~lLi%EA3M|i=QvV{V zaPXRGI7{Ms!W?RFuctN+%J_8Lwteos*U)HQs=9F?yu5GIMnYIwx&vf22Vr2jQ1NPj zpH=uEpNB7rbcC*09ECvlrjG+2HiJwRv(49$Wq_!tUb}%Q#)?np}!^ThrcFC(*7m9&z}W2(>Pq zO$`#5iSfEG_2D6ygba0hr*-n&4jzcW6-L~e>54XDU@d(D>^gLjzE?X3rnP!#>1ygN zCWUmWE<2Pb4>Uy=kuN~r9-@>Qbu9?VrC@Urfg84KXA!$gNNX`?o-mX9o>bTaEsm1Sqm2x`YFs`Dg^ zr&yUJTbn4w0D2eUmN~Rq!jk7B#NStaK6Y@rwKAAe8r!f=3`j{2;_)k~k4duc$=x3? zmBIsS)kmDctUFOFpj_7L#x|w0*|PD1eJI!VjchjE&3G z`#=wOKA{P?w;3-&>E2&qC$qRsmn}Z8DRLh#%zGAo6|vB|`SvdSFo<^biF=TW*%tw4u6u!pvizXmGV2r(i;a~t zkqXuFzEECn<(lWyx`tT8%fA?ls`0FBndeElq7u2X@V~pP3RDOmNLsAtBXD!suE*d- zi9EP>h6j0HE4AHt#N#i%RM;8GP?rI5|GE2T@aO#I0^VkD8r16C@uD(n0mqVgBIe4A zjoU4G<;L1_xH~K?b0oFBg{Qne%LwI^(3FJt#q%0im#M4{=>$`x;g6rjQ#ykBSPwYu zT>CP_FCzwcljg}udtEeO)wAw{rF(CUQz$K|_-y+y>VLM`+bu1Hm7j>^%v^lvep)r! z?5$)os3gDtlN56AN%gFNwkVkkLxcRe*{SjoQ|Zaw1(aYDAm48hubh^NKkgD z`^IB>F;u7>?Deq{wBN!I3$QogVxz}@6t28k&c*2*3j-`90P6=o=zCndh1jJa=OK0IVXQI;X9BSor< zwY(mV#I5>!IbPa;_#YIANA>rwBBm9Tq*cE(SwBj9d7=#>jj2S;k@@Xa@I%Y>V~`VL z1H)*IBz;E7p-`Mi$cre(sQG8#ePg!IOhwEf1|Tg1 zu+Sa02Nxe7Ur;PmBDIyEC-KlVWxg^aQSle>Gfi1>c}R1EeOM4Tgq_u@_oHtY`e0~J z|E;Rqs!339uN*W;L(6NcQvU?b-J>%*RXA2^=G7Q+$jrgnAW8vd2IK42#l=+u_4z!m z@I!D0YX#&SKu4_c7C3@gX6F6*HksJpdZ;=*-!hT7J}uyV0^+Y$Iy);(qM+#_q1By< zC86yNh52grY5y%kYn?1k#JXkHLEwFt8qu5im@Z^M_7Ol&(7>RzDwMt6kxxnxy;AAT zSKno{*U(Eh>^))p(1x(<4gBIB%3-tV3hp3fZnnk?W?i$mR_AwAlCiU626&Zc)f{Wl zc509B?+$2?Jup`kRbc}^3;Bphe=M!0nZKgi3~S#kePJc%p5}z*kN(;;=1Hrr1J{!c zPJl8h59Y$CRoIGq(0#)$=1Fxl?SDSaW%Nt~KioFz7#8WAj zoV3|UaXWK8g@J9D!`2bE{o$^`LqxUJw?qNZS7J2aUOU$#LGy!Ia&vPuFm^)<%$I{z zZo=IkErIu-O=+yMtX_%{-;mLho;Wi_WzFq#ZMe%9%{}!)1tEVv2Pjn(-+3)zHU2pPjJLaxq-*B)`>QCLRhOtI7q`Tn*FYT*8RhPj{ zxT7wU=_YW`jiQW6)7FE(EH1)l7z*22XKDXVXMPiHr+}iIb)>_dU67NcpRTQX<=2Y_gSVmS?hHdDwQNCFVsX9dninU zm!~T!Z(egdZ|miaGl)d_@BZV{5;BD43aPUMc>iQ&-3z=gV&wjV&i1F#xD|_FI2Pqc zIeoo+qUDY+Bpk=jDi}DtweAQZY+=7)!+pdFx?xSY#P5yDdAf8jKJ-v8LfmN4qkK9( zF0+?i8{y#xy7s0*Z$RTli@eRs975G!e?*D%s!^X{VeI7%cb2d2s>(6z{Om56RgqDn z&Y1Ul)bBih6BCqmxGVIs#!Y}?1|iP(fyF2EK^%e0?2Xlv@3mab$|sq78YrPk!O%=+ z+1kr+L?$`mnyaKayZohOJVzXXiRu}y6v;u zURW^P4Acs4c9qI>;btW~aQt!9m9$ zG(DsJU67U8K5B5i%7F>XkX%M%wMK;6GN>CVTeZpLEG zAcC@CA3Kh_CRx&cA|X9Vl(W2JJMdJ{k6qPQ6?lkD%(7b-%Bs(5ZD2 zSHd&Uah9ilK7O^y=1xfqd!)x#8~2!}K*jqm51b1S2<0vND}7dsu+MCP6ZX~^5o@A_ z2d8TfQt!QrX3}%sdCQj~uf5^B1k9E6CKEH$Y!u@l{69Ew1dDr8b|SGTpmr*n9YqPA z?8QJ(fFRtl0HVft$?O-=!k>koRiwyEu*(v@7b?10ySt=kr-rtFSWyM_V48S0tl+q} zJCcJErM4Zf#GhgA{L;G;bua%)ccB*DBmV7oH>Mkt!U5 z^A^Gn61yZX+s2%o((W=$;%@28W+51#p*?%NjUxJi#qaYnAOlX0BJ8zTI*_pctaSRh zkXhd!0sfAb6tU9}4HHLdi{3 zlPd316Z;=CmMj)I;n+Sf;<0|RVyxXg1)h1Q zh`@v$iYw^Z=%zFC$J~%PdQY^lEk;Z4AUvkTQcktomIuEuPprKUC4hy^F_qL26e*@C zFRc$BTUXbi|9T}j;@G@a%MZYwxCXPXq=2^7af5lPwudbXrOTa@&Tmf{))7G9&gi;w z>K{*+sk{fQG+rWRn9dBx{H=?POYseLevySx8gYBGJ9QOyW7zg0h=g`QOyEFYAdlFY znd<2g!L$Xi$w82mVEMa=cF|3=LwSl8I>SBrXF_zdEe5c0Q|550p8e{*+qIlwVnAy< z(12|iTyNK0F87-9QDuBZa>x2ixXjTooi<6K2nO-wNyw`1Y$8Ps2PY!w9{+~>4=iOD zFb-wcsIV}u=`X5^f@gax{-_`lI0cm{Zsp*VoVu8LF{4biE@`xVtS^nHkQU0+U+D3- z+*g;cqYA$hcIuzlO+{V|;}z74w%l6_8hkfk_YFy{aheN%ItelK1kynYL&Oa8v0T-x zW@MNds*DVR{Q11s{n6|3LL~4>Yk#=_MqG_;UBAk9e`ww%ZdwnxYFL$W0y(B-IRc^$ zV&1C`1*+SC(PqsPy!H^W+HQdNQfEGsN1yTp0opX!ClqfeX!hQ=bFEYSg@6uFD#LkI zX8`#1l!32RkOKPY9^q%U1bEgChAfOwg)bMp&lSwp*_k!#s8F5rUMHU7$;1Q#+_8T@ zS+hneA!=NAUgc#ybu$06d5f@I7D$Qb<1`AU`VHsTW;TMUi<#Elu`PF#G0k#sCgb^o z`~Ey~q`s>;pdUL(i5Gim#Y#)>HKNHZt13fRc=}X2X~YIynW$bNwn-q-Vh2&;XCagV zX&9Z(4&sP%E({%Z1f5E4V}@Vc+l8AQ8dRdYe2%TlA9+jY#Pg(O@EvE)t?!rtyMmmh z6g>v5sT3^+?L>m&-}rT?D-p|h6j;oj21lC3mrw-N({ z`2bKJ`xViInt?l|#)QSFy*HyUK=Du?rA!Ke&?&c^gJ;w06SZJMPoSUuSc;<$`O6K>g3Cf$h|Gzpb$Fy6x8K1(5IXGN#nG-!3VVI z$;kdWw5mLKkysXukQdKQJx@$F;fRn zDIqtjI6!}zirojHClv&+M)9dW1{#Y{KzlGp1rNXKzyJFW_KWU|8OII9Xpf8j4g{IG>6S?vKQR; zT=3p3CIDT5;DL7^3m5bHkeSp1dC2>cf3hj7JJtOmTog}5_vAc}k%%DnE&AKH?{JiIRiMWwjh#q#ELHDZ`HW5+#gAslNJ{6YG{jZ0^YF0DTeM4NGUa z{Z`JEBB7JD*Qs8j5B-y2XIwM%tKZ{19NkeO6=6OVxk*+U_UCQ6U-Au*sj0>cZ>7f+ z^<)-dL)-}h01x$KYVNLybn73k8Nn5l_yoE5980Jmp^b;WIseRWA7wEwD+{gFT|Cnj zt^*vYDYiy`Q(+$D&XC`~>#PP|bY1sc1t@6_u|#%m|8H9ujg1}s?)}9#R0uZbX_EiK z>Z0(>W!&@qta($n+iJP)Y~U7dtCqpiwmVW_e7)T7zfMKUlNQMPhqzkauG^I)NNmLT z`n@aT)ja7xTFKo>XX>7cx}kX?{&V(a%iZVI%s;ipozmKRpLnqu?%l$SK*)o)8Lr#3 zZm%xY)7)L~`j^x$Y}tSRq6D}}HE*+c(~@@8{oY$+4Db~1!&{K?wL?zNTQ{j}xEP6o zCXplXZfvL?@q*G*CCh0Y;`3Vf_sKkY`fYNr^6QhOUat_OG<*o&S-5z(L2*5UVw(8q z0$Js-lw^})+^I5-^X$xqIAWKv;!~Wx0+FqAIYxRX=B~AB&x9#V@we7dng}KDnD8;W zL`AL#zPWnK)b%Qy^VfDb4}Tx8f0|rAI=a7&`rSzg3jPV?c-XN-*HI_8Wg~rZ8a(b-z8 zibjm9sSS=jlUq*@`*5jxQ(bpSUUNS}`!vH6oR6MvV!+1mJV5hsEkN-)?&ifOOy$96xb~@kb&3< zCdn3&5Rr#$$Nj(rp=Mz)f$<@X8V>QS$=r|mAB zxh{AuH|-&zhivy1Fon3aXg%zu5=Mv9?lp{MFaSpkBDJ?!0!_|tF$-V&DF0Ff)vXHJ zu$YYKe;+Q(pbTI-q8m~ag+Za~RS9?cdEt_&6Z9_r5$gAA9s5y_sj%Fw%)eXU^(}^u*Rg!Y@xq;uEmd9lG6<8~u2fK&xiQ|) zrB_92JrZ28$HgNie^k5wru$xu1~pd@!OM#quV~>}{Ocl&3R*vScjqwjBFJ!POzIEL zFCmMzpq|~fv+PS`to3OpaL0$*>HDWXo-HbtoA^#n^`yj~QhvbR;OXw}|9=bId(!E@ zm0>jumTT`G_u}G8{9URt4w=EEK7)Hdw!?CZ!d-2%6`u!#i@#$Eh$YH@Zs@%eos8RX zmTxLrkFS!|YE7$Pv~*0Wm_X3z)0g+T=bT7X-(7z=qs3&IQ~9i}6@xe3gJfRgs<)Uy zcn~KovQ!UC@ikFte~9?1qO``?W3#8)ncb&)JDRbPhI_IFiZEK*Hgn$-pP&h7>_ojCy-2lsgB(y*2t2=e~ z zO>!YjRk_eHx{y#5vF7)RQl1Vtf9~=yl17bpC?As~^Xl1&U+pkq7hGlH_@0myfA=!S zplUL8*q7JdjCsGdM)*%;Q$&Z-*82#4rO7e8q3p~5>kCk1{;nNg=Kk+DM~7er*l-1x z?4B;@CgH0ZqlFfxW@p|-_2!&we&n74XTQL?nw^m}BRHcHUptqYy+wXX0-7DgUWXvnk#)@8u3&e| zZb;O^%(RnY$4u(&Hf<^-3)A7VE^N}puK~x&RAy{;?*T)uAHh9N$OmuDMnw~1hw0o^ zDIfKs8bbg!CM~=Z8vTtd_Tiaiq64fUp1FA729yJ#ipRMoV@YQW4tm_6B})@uukA^X zL~YYGv78dTT@tbagFd1_DGL#aEWe-c@~ESe*DQD%tD>{<-$y4&EX?@c&n3w%vAMr3 z4n@MM8K#{Wx*vc`6?aM%g$Y21l-g2GCznd=>Spl4AFl_)@k!oeiPf~t%dbPCWFwK#nA9n;Ag7Fk%$mSo%?M|Z1kHqU zzP~YaV}q~|xoAbqTQu%`d8*y>Gth>gJx6~F@(mR7StpjPpIjexR*Zq~;Mvq_D(SQ4 zRq7lAVMhlEK4lvUWy7nn{LB`{P6iE(qt@o^0a8Xi;lO<0v<5!kH&YYc&}V-X5;iTI zIZkq|)-|b4OAdK(kC#cxb!!}T!62ljuqE9N1!2l~7*97UHlZHvX8ze})rXfUhhr(%W( z(XkqkFHn)tva8|nCdES_8pjQJ)(wM+(U_LABI#)9e~q$({8cU{RI*V{>%%p&C37oF zn9;3nipt`%WK?D+m5Ujv;g44__0m7H6NYKX*|@M=)?`G)O@=Hnxv?qe%ygh|@^jxj zo>{gUNPtG-h|eD<4lc?o3W!ybzU~tqKUM_rYigpqe9`qL8p?J^Yur!h%94%~G`To_ zj%lj>IDCDfhG>ZwKP^SoxcDf9wh{cI*8yREdgGzYU@CNa*@xPlTU%={&g`hL^%Ye1 z1s}hgZ64~gF*`7s@ra!_gUMsMj|riS`p?5;^*$e{#D_>w%7vRS6?AMrNtHT)^!JxQ z&kxf7H#LFm+j4Tkb-GaYMXupsZlew8GH|F_&}!K_Jz{xC|EE=iGiQ~QKkQy>>ra#V z-b-_S6(>^{)gOB4%u4tV#wW96YROIOnjyxSP%2}2Ee9{Vg~vG18B{tlE);{3dp}&A z3x3v-=Snv>D!lC@yE!y}=YBtkOQV}XPddFPKtGl*h5B=Xa~RJ< zf=Upz9nyFY<>Uuj1Lby)Hh$-T8IugG4?s?UNSS$p16^9WnI5k!DVeAZtQ-ke!%33b zrI0J+Q*8YE>WF&cXqG_gVWKxUfTmu4@@l!)q9~cSx-5fjy}T=~l&AeK8q!X=8<&VE zg~V421(=BS2l--<(b2tF;2|NB+7KR#BG>gk>Iy>Xmp}$qL-JHL!;+=-j$gV8tin$F z*h<|m);R2qLi@H)34gqLm`GR6!==6NL)&Yf=fo7MMhQ&bQ zrKYR(M$)V=cr>y&oM!mP6op!Fmf1L-@uAy^2`dL?u%9p#Y}=^Lf1h9`v6D*IZ8SP{ zQdA|2;d17d1b&{=4m+xfu$asu*-}3GMXa?-xTM8Kvy27yi)wHA^>*>}=dOFY*vb+E zbN%njuyEsM+*52lJ637wAm2q+smPp8*kF?Cys@Qf7A^Cm7VGZmU#UN2clHp!j4xYW z$G)%&pGvLWj+WhM>3$v-y*B{HxgArMF;PM``9(r_4uN>WNCwHy9aVIr*nU_I4F?@A~pt@{Lk+Hj7}mwrJ!2 zg)SBUr=XJ&w2}4G=VL?JmJB>jmwZ`c!; zWGIwg*-@TplT{JVPK?*gcP@;-PZ&*LSg=sZTX`kIPF5+atk1aD*ooRDb~zA01r7iE zq?1Q}$Zh3t@tsQ5zu-?XLNC~lwY?_OcPJrfAU%1)!;xmt49{q|24Ka;k&!^^9j;fB z1CdZ5vE1o1-!{IVPq%w77hYQyfOM`oSMJ&yhh_y;&t@mN{ykHeMD?X3ypZw8mT5#r zcBwVE03bA^xmx<~4tHVJiaDe0v1}HrzC}RZgmr9=c(Gi1iAX<1Z!jO-jHNG-p zAqsv86Bi0lP)2kE4uOGb7YRlf0q?vK?d%1_IMCR}-nQe(+Uyy3oKfgAl3;yH)xelJ zx77V#?YH{D)a@=X{<}&LGlZ!kr30yNFFa-2AKr#p2J6nanhmJqnx5G_PY|>nK*LU@oUJ*?c`PUqr}RMEiIEe)0Og!jg%LxwEN;0eU!46Zi~Fs z+ceG!4W*g2gtx0+vx!UEH$F7>@AzkvY|O7$QjVpd6PB+1g|6|);WLQe+pYcP8D$7K8Jc+jbV(7;}Gte!MY@IzDc$ zOlk@qzdV|<(l3VPopH|IGOJH>s!Fw@GO?m}u68Agqujp+H-BrHGEdksuf|s;WlQwd zoR`UvSM3VmxId}z9*4iqW$LVN`DSuM z3j6uh_6Q*veb*9F-{ug9HDFYe&QzL6gruSOi-NuKLei{UsybfDkzxhft*@!1icT!o zYsLteA+l6I&PevDq^xF5HGeNxivNiTF=`#Jag4ZIM&x;W`n%|-nY41f)f@+db@JsO zlUC_ne>uuJIb-E!$*Ru-ZIm?vYT1UW&4+f=@m`u#6LwhK7Q3sFR%OuLF@>y~KVZiX zcFfP20u-ICnx0nX|51MeQHJS5t26YYnRb*D3mm>K>K)TrN{k0i0e7(2+DIlC0X~C* z*fKtU>pjQKx@V9OdqjhkV$U+`NCtmg)y`2UaMmX_o8tBT{DgYe&i1)Cy|uP-(H+i@ zlx~C86~(Vpcr|mL2K`it=ZQe`^a1Sf8x~l`EZ_{u|J)?g@H&+*^;Wl;g50aCt0yV^ zUE-35A+!)keRSqrR3xoY14K(h_9Z|JBP*Z{Do}*=G8#!0mjPZ#>5{Od%Jq{*LS35h z%+X9CzpRI3(+!W*JlzzQ*3@>=BMU)277Me2q;%qUISKjsKK9Q;k}}JLw^oBS&h}|i zsZQAzJ=5;L9}DdVxNIBf(#!GI?YDkIq)1*Ok`N2TIq4(yqaCO8K0?o9ID@$JmQ6P7 z;9CmJ`<_|&9)_4vaj{6*h3`nA>X>Y;+Fne-b*Np&pFfjBG4Am{SdKri)j0klMV`d_ z2u&L|r3;#V2V!)eh%w4>YX{$zX$m$L{kR4czbB>Q8+(voN2jMRK1t~2p7D^*Sz`C- zvdT_{wpKLh$tXg_H>d30#WD}t?s(RNDA{`{mC!QPRTCX2;|E9UgA!?4{hDX-sEDpC zUa{B~;*^L(7-$ZFU)0kpRBS%4o-jhPE%`T0NhW)C9gbsB#qNmN{u z1}CyynI=ETfY25iJTesz^M83@z1<*!dF`OXw_KQIT1Gg=aKfTg}IxOxLc!9 zQC)F-DOZP_64x_0y~?${Y~*Bv7rz#o(rNB7P=;>rHHSjW z0H7L!{FN z7kDe80LT87Xmvn&@|+?c%I(rF~4Gx{XE4=dJE zHT7FZg)V@?Ubc|~ikb!nWirEXeCb1C$8yO)`&E*K%aPk{;XLOcuk(hf%eSijNpCZw zEgl%#Kd|WQ3v~uBm7|{&d+=Nn=)cwwx?-u^PVFIp0XFLx=s4P z6qiUym%7SrJQ>B7whw_Vq*zK*iate5+L_ojf|i2_JW{iCidaNb9MUsqR>BZ^-*wQx zwa~H1NJ=NrDpZ(-4zDqo@2sxKau77y%?4&3Pyk8~TkLWf+8GA2(0dK< zzQUvjRfkIMf{=SYrx5sZB&Ogqpu0vNSrChq(D+UN!(hv7e9aJGu~$Pm=KGW_uUTy< zPY>qnR4ozdA?G&3>W8pOr(EL(+R0hf=|%GO^kQ&2T_HQ8@k;EB7LT-t9j6HhRRqncl3a zU$LFxAs-J%XX{+prehM8qv~g72#d`%zMUO0+!&e&{}hv!aX7iBV+^ID)%4&#YLKAYlsuS@hN3 zu4Wh}8Ncc<$zfG%q8Kjt+j2(4Bul#FG8?3zK6 zmQNofTGsN{=1JDpMeA@R&lq8NR}bJJWgWE($NHSAOzqh$CUU67lm8s5^@X9_mG)?+ zssyx(&9qkk;;{8m(2N#0=fSEv1vNcsO!}+gHPx8+`9i4G0*?O*)Z=kq0i;aEKUcVgRme!bF>vs|zRwE}+xM=oBPd@jm zs@TmRnYldakz}&ZOHL$$UXVdvBKFu_w3lujS4Q`j_pyH$Yz+;!sY8m`F+-jm&c*ra zfO-dwI)`J#-Tnint98);n>z55aSC$V510>~*~G(o=2li|FdNn&F5u(>SKtqR@r%=@ zj)PsXJJ~w{o!w4Gm8e-}v67XMg?mlUcdt1Q#E~pz(A5*vEPrlD55IOq+}|N1a+N39 z+DM~plM;OVifhQzlOw-UjF{I{R@N6wJg*UB{bjL)%y1AkNZF5y@#M&pN;2SU^UA64 zMp>GlMLto`35xk;dHB&rigVNHiSgn3`b+Fhc2enO%}4m2TZj^JOH6hqxb5CiEf^4b z@12A=fw_+K#z$~di{Y9g@vm3fP}|iShwiy-yhcFxl~1~wNTZPKzN;))PtOCXhuOwk zzP1MOoi>`be*ffkR~TZRTIIXUpYid;mx?-ssuiq6$;@D?z+ms$TWO21=ZmkDx1x<( zM?o+#i$z#>PsX`d=WLnck-DYT>Y1+DxGBf|!;Nj8mk(U5X}cphB>9xF)APDyU1(^; z@MCVNGO2m_$itD$5!>BnHB$d?ppm2}5&`|aAN7bqOY09zbL7;GES4s% zbC=KqDP%49s>&?acYbHLwH;@x@q4IWRde<6U_ta9o;@g~s-yR^Bg4ApdxugX7_}U) zhkd=qXfKTR;7BVh!|Q*#cP$jTyzR7@U{GJOB-X24`*@hp{yB;u4lNbT(ZJ!FYCIa& zBgn5(VA56+A*H$_x}2f8WveuyQ(t!#-x#Lw#lXz;2d`ebalaNDoak@~Zl&Ynnw#4^BZ% zw(8^9G6;^=wzcY$mzPQHi&}`{(<|8X0qq89b~dkB$Okaq)Hf(ozl$ll-^PF$Zp$0Q*VmSq@xC;v*L9s3q^ZV{zvoI)C>(DA&!~9Xr zP6DWxC%E@lFKlpf%P$JIMZdF+Hn7Y14v6?(^pHDbmy<2{`AD*$2Su{XFYMP~3Sjbi zYz5%w1)fuWi^50iQwj3hMeR-YtdR1!z(awstS^rUeCO0~Z;FMRbM$A+0>6q;7;bFB zN!-}5u91iIMYxaP>2N_+F(T}{;+-b{_NK8NulaE#5?^0Gv>SKA>A~gI)x%Yuy}9Ei zQ@J3E6=tpAXOLN;fA(qBq7O0M6kUohI~B0V zkkSMG8TiLvada&d9li%%qhF4wBu9nDzSQc_tD%ek5Je#A0 z)#f@-bSXD3pS9t0mvv+9r!l!TU2+_3w(`#;` zTIUZ|-%N?WMmhQVk4)P?vNGGW@wQgr%_N#h8oxg!zi2?Yxh&FQbCvJ#LiDxR-(P92 z@4mkmVr*QUvu*5ob!+9l=&bx4$x}5c#J^-_l0||)TWo=Bi7q2mz`&BB8s{-sKpD$s zp8lQ8|I1RI-);mNByVZ+UuogEFDDmAd=2+otyPg}2*=jat1aFve$mx5!7eY8H1R4rApQR7{ELSiUWqkvLowo%U`AQ2ws-@q&2ZG44~~v=pDz)WHh5hgBdAsLs66@aq4be$T`@B zsa#4r>zrw~CAm=CR*GK~xmNA+Vj$6wX|8sZ{^pO4v~jl)HMnJ>G@SKnj9Gklx8-d* zVf%5^+5?P012M9}CK5Sz4f1v4*~{^H>bT({Zx9-eWI4da7$mz?!a^jOgyB!6__aD7 zHK28&6r)Jg_1l$39L?p%B&w<3cv(J`m9HOmz6#_vl3;}gQumGY_Ymop(^!5=Ag-4> zs*cYa5JT9e08?1S&^?%&goV3?&mj{M-O%DZ307=w1hzNqJ%*c1czLBd4h@`5Px$4- z!3_wWXq}L=(Z?zF&@bn~an_6IM#&cPBM z^tn{M<6|CS%jZep62r@f{ZSi!@ww8-!}ZKQ+VJ^Fx^aQA(#@*$Jsw{cK^#mtAtEx7 zQ~0t&Eo>pw?Oy(hrF!uJ3?4s-bs2kFrs@`C^=A*4yJ3?>`r5hX`R^1Z+e>OiQvmvC zEOa(Et)W*#K_-l|oHHRgN0~}4=*a`p1eCW8YZTAiM8mYV@#(Df9e5f$2R#P~;7k=h zdP`}#J^y-6eIe5S+aG${q^X3bx+J4;w))T}@Y3%v5G^_FZkbt9|7hz~J-}c&XqR9| zUfYhErG$0tiP0tV+VSA)^}@%Y-;lJ;UD~txt@IVu862@)MwwICvso2;s;>C))7dO9 z`43h?)b+Sib?{MmyS-J`XPi#8?AhP<9ymW?+i{Rr`i5FB*rNAaLGmKJZh&>#2MYUD zA-DMzvCwFd#e4(Qu`bvQwb%m2Th0{ zuAjs*3uU-=3(;@Gj+l>8fcfd!E`0B)s50{I_Cgv3J$P5&8JmlY^LSwVW{9=G2Azy- z(DgEh%<#ln7#p&iQ)4*VCChjPPLWVe(v8W_OUvo1F34w2g%@44PCx?vrz*jr;QX?< zbS1EXA~Jm5OU-#^>KA02Px^=VwiS*0h;(|m^+{Aa^iul+*~360y{lgfX`>F>IPm3{ zUSpX{Kb<+e3_O{lh1P`g9_}nV4?IX38ghETlV~j}{wf77OsL3=)Si`&1p>k(?A4*Y zi>CiGMYRG;Em^2Rzo_JY^#VL}>Upkzzg-G)>CfOZ$SoPFc@le13B_@U>8s6*zYt|G zbd$tnoHP6_DVZ@`-Lup>7gIDi!rEx0l;-B47VWN%+(bI8zir~Qoz4)EQsJIc?ZJb< z;H!xyvr|<|;%JG_Xb9wT&YxdW4iVMr(*ktMbtR%9MTYd@5HsO=CcSqAti_*RuR5)p z)~6>4guc4JtT`bo!A~N_kYbm!KK2XU34fqPo0lDficpx-K{=mqHXlFyVM0qkJm`vj znye$i3yCcXPlj1#B{ZI8sXuyv;MAEXe7d`3?qz$|<&U1jz-;#F_gG~djqeZj6VfC6 z!J>Iin2o0-%UHTdm+6}U`%l9hotrTN5IKfay$%{^(g&<)koZHjTXZL0THQ8fwb@^6)0Gn zZ1we(H{)|c!r$bupU^1^^;M?)K&b3)&w6)}JabnlAfvV?1u{1byq6Dw#3!ctCUFcI zj~0AjO8+kqfOp{Xjd>Jn%KX{z2HZnq+&3a%rxbyor@L$G6;q+f$nb`?tb?>i4FN+G zeloeLZx8ui12TQmhUWU{3qfzd$q4rGjGL#3R0+KntVa{3t6G zp#~E(?)K#5!dNuRnFq6=eBeCHvkO7}nyL|ug||mNjc}Nt31`KkWi1G>!=VYBAAk=XBuxEQ$&9l$D>xT@WUNXetu zrYCmW5Mj(47b*9iQ9rOi3k&0T6OQ0}#b<(#P+n@iT=6UXe{D~QfxoKr`x;;0V|x^@ z6=CDf9ym-(Yml3xb1-3Ml}_GvMo~8U^Ko5F_C)ZTD)fSyls>zVaRZzDkTc(*@3_IiNtGdV7LEqS&~R4`r{P2|^2x zEnfElENh6syOY`&Fw5cbW64c*&(Si*CFSeaa1z3zG=gt*LRJUOa?fk+FP98>LxL1U zNuNW)$)gUCOn6rm`@zuOP$%z_(aCW>h|t7vPI-LPoEL{>!^d}>9-J9(Y6{Hi7?C+z zdxqgAA5gB``$~t9(C^Ov;byCrJ7z>8mTK15unh zWFxpo`Sn@{K6=muOkulbOFwiI{lpy^0-jH+Exdj2a983}2JfQFusXwxpOl8xd6)1i zd_oNstJ%kVg`b{37&^wP&;px9X4i_wdM}%6AVpA7uMA5McmGa}uTLt;uA88B>^+@j z3lbUF&@cV(U5(*dvV!Az_g&53frQ6r_LZyqrlsG3v8Z!8vYSH*kz)vK2#WogPPb9rQ&s;2cvCnw_H9;M#+00MFB2MS)lCXCxo@r=5}cXP!vB)_P+dLodu z_O9x^Vx0w>D@k0F7INCq~*u5iIB;(qbmyBxn2*$^VWm!b~x zT5MsBA7TIT!uCm+ldezS2|pp~Q=sX9_pmU35e$S}!->DJaDv{Rvt~E8de3O5{`DQ`&ZD-S~j!Lg`4gMs)c9OnWZK(UcQ(N{Ku@NeO z@ed4u`0C;`1;?yoI3Z&!RnS2*&O`=QyYhNM9dTvjdtxFn=Ft8bCEp0@jT}PbXWKR9 zTjO6Ee_wxo@Y37Cs7*fdi`LSd6+;)UpxO>C9j}Xy9vEXMWnv>G=MU^VSI(;qKQMH; zydoyID+hdRID+RtiGa=Km)`HgXZ;`nIa;AOa(Qs}B41mNEy-)-rcS9ZFDCJC;9cST1=_l8o zku9N)(v6`aHthB^eu^}6@3$vnye2Slgs6jH%r(ZSy*5V+70vV|AG~T4#z>-X2*GV6 zW-MU1*z)E$5f4nlM@)=&aX@@BK2XO2!np#op>&P4KtGjhAmE%W5D!m@RiS$o3%VWW ze}x-As`$4V8gNvGg@^&;apUi>Fp)8=e5&Uw5Ed-hfN{Y!Gz4N3yU0{-?T~Umm#q=5 zH4TgPh8dK&3MhpE&j{iGF3;f-lTIYsn0h~F0Khg#@E(8#J;RHj4Fdw2t)(trO@4oT2--K0q=8 z^bMCz_`$Rgmn+V|mWuR6InAVc?VRx9)lWdLd{-u+{ALbH&Ay0z?0kTpRv zfWT1yoa!QNXhvN1zbcV?$Z#b^gfMw9(eWUJ3Tp{1yM_tcZk^QYz* zzVd5ld;%6rWOme(%VV18v#ER|Jw~R1Ugd`kWcg>qOeYBUAn}a~87ZnnYTkkVd?hDs zJj8Y|I4RG${ZESx+tE2987~x&Y5m3NT|Bc)RcuV2KJ&e*3QuB%e zUDo_jIfpv_!e*(>VRxwx8h~)*AE9;yGc76Bx*P^3C-Hky5KN<4*P*uWq0bCb;p?Eg z(}E;d*esWYM9IJ{Uwq}+tNX4G$`_Rj_)sr|kO_y8sdx>%EWVmwgcYA)#sSIC4m#sP z-1}M#`iuayLupn+B3x;L+DOWZeD#+TSpj&hw#}=|gZ#x0kND})VVm3d_ZZO+im~Zo z9A#0u02XbWMo&Q(4aUVg=!h$~r0_E$^6jaD$J_dvcdpGW{((mP1(l77aarpMT2)tX z3OyU0d=yAO??Xg#eIZvPY;F*vX%lAks?uTfjxl2WkOOm|POt!5!bc~ul!fdMz99SB>Ycz7`zTt5*Z1&Xjw*XmrB9zPLCd8dkxdK|JGO|KJv!I>wR({!>w zh06FTa6Pznb=R;>2~P%|XLXBL^+^+9t`74=V3#)>OtMTqzqwb;0pG)gIZE2_-0iRj z0M^gRH>sR*Yq2FL@z5ybi;JLwCC;K}G@e?gBIP=TumySg)@dj!vY!YYgvi5BPC7h5 zZ??H!T|)YFDS^f&G@R|Vxt64r5CcTn;uX1=uYi7iwkxQeot;Jo-46b#2(nP*UU3XM zH^^Fn%}5daVMHw$EO=ZCk~Gk@RZLzQ0H ztGuYY#T?*y*HsIgM{00_*9NRnSDo8}QqzmSOud0`>+kzQ_IqTb$$}oaEjuKA6bQey zBWZx^$o4wU?x$>^)9lDO(-4IihnX~}p_@^GbaR7<6&P5Adi!;?S{#OU*#l_&_p?}U zjY;t%wxuD@F%RcDc#h+)m;QVIk zqj)0mdyWbq`g0@kZXvvD5f1l|)h({?;;ps6a(cyuYX>IAI^WA z%4`$kys7%WFF~`Qojkn~2ou%P_luz(Il+JO_#ztgzM%PpXn)ExWkKg^^?w~z-APZN2a?lIg%ykVfPb1m)YtxK$W8bnBZa!JEF`b= zQAp@j(nJSh?Iru|e4 z3{3szEpYi=Ja0s8O7JDb3aa;~>z&m_K##1(WzO<#^<5lExN{g{Mv^ZUkTQ;{_L8M zL-2o}d)D>LkF4-4UNITJ@7c06x-JFGz^U|#`~)OtyezhmW{FuClNY!ze{lp%L(f#GCv1QD zBbahW#7ZE{V}RqL?<_Wd1?VbD8Y^~oe*^J+wy&(4J8P*(m8dmmU5d&SSSw_sf>Vy-K<8h# zQq}=)Fb>_gAC|^5s@#L7c@ejF;7K$S9Rs%XQtkr}&0G18Zl5v0k7TsxZLSFh55*y${B4BLL`NN+`vZZa~J7n@H{dsFef8y18 zE{tO$mIGyL4;}*7jbb;e(?QM(TZ+(;wMmP!E9(6kE)QnhFY2hR?Z~hbIc~G~=n71R zBYW|R$#JBFy(5ditK49+s4+Z5a=wu2Pb2OWstLsgbTlsUOAYCJqVEc1@3BQG*Ru2;J|FpxflptS7z z)436iX5gr-32i=$;Yh zhM2bfZ=1iRACS1XYk(LMq~TV!&Akee2KsQEsoX}Anj`N_y|PR#g=z()CyxZ5TJW!y z-`}^J5a3s~Dm=0>zn}>}^ZwLKMjsoBcz$%fyWGFB#$>G2P%EdpBRH z+v$FDI4d!Jd%O=kLeO)7T`QeNLP9zN!&1UuU0u1cT?I?Gs^t_z*k_IhT*3ko&q4m@ zj{$yrmacbx7(!XW5ILO#DW}KY?W${qziuOjEN>5MXl9zRNR-`AH7-F^UOM5DC{F{$6zT&$alrCOw9LB|}2uPTRw~ubmPA3`@MY z$`}eY*A0?IB@X$QAKYn09$DRXI@8Pg0%LzBRj2%xOU6v|o)jBOD&D&%sV#*WB?Ut6 zem9)q0$C{kOoNCNE_F|NXG@=wz;ZN*KsNOm)BmGEx%JH#`tqB;{vinHeIr89RTulRvv%l{?;woWuA~kk zC{=>ZXuO|5T0JAFQ$%tl=#vK^_mSuCErt@=`rtaqF0`cPy!gE@ZXA)%&(Czpt}x!Z z%vY%7lHAENPoH|W zxI4z3RDd3UE}FLxa@VoLv|eKwd{ewT??1$hoS}!Ji;!avnnH0y#V?{duk`4Ok?ET@ zHijbu4}I}v=2;G*(Z3wPi-iM?tQ=x$RvcBNbJ^;=3X^`r0e!Y?U$9H#m|H3ZW~k5P zjG4?k&O@oMr*H$k!gwH>&!>E^EIsSCqddGh)7Sm@^$&8^?7*v163)Y7cT4SdF3~$J!AuST;7)qt zQOTjktDacFl}zVbd1TAdRvJ9Xby{9Z*cD^NIV?n*@ijREP^(4j0*clvZ><(Nl?l@K z1t@c?6rdNF@V3q{zQNK|ghp2pbTOeAuU`yq)!r6Rejx*k$3p9WUxWB&kV6D!Pf6aq zdupV#%Q)V30$Q5#FuSG}YfYI_x$U;Tj<|O!TErf;Y-`PrCVl;!K3kYxY&C8=!DAF{ zCh!TVe^_!Ejwh;7gI75K-Ms59!_H9OBqh_lz~mBRc%XDuY;A2_LO=aSel6O3Z1F62 zw5QgyWBsAU#vIUAH*H{Q)7q* zV@Cn&lL5gz>bQDZaiq$=(mkRC(F-~*daeBo&K#q+`i;l-@`XgXv+M5aYHvLA&)w4< zz9A#5d{j&+I)lj~Ds1Ujc_&=9NKny%gGfPm*|DuaKh$!R$Z`m$zqgs|j zFDn~Xc@5=Ke!Y=I2D!G+_Gm?B&l(;?36o!cVBHa^?idRo^+z?W!r{9YDpcnihmI%W zzx{4@PMN|mZ`3LGlJx5F{lCTbx0P0Wmh$?IWl1zE4`{lIpZOmp$-wW(5q^CzD}U7s zYcBK@DCi4nVA5*(2JamTqPNqYpR*NI#=OP^q0H}+gM?%pJm(#2wdTV)SNca9UMxRw zsFB6YHu=+}BQjI&4^1PJwP#f(RF@i*cy|J3*w4`Z?HN!lYl;^6)#Hnaodkc*!9jOpBbc5*STDd{)l& zgSQta1^n^*t%BaP$KduJf&$cQ%5Q@1zk{~x>}Eb=gT4XY#g)ewg+2V8ka~Kq9}$$a z&pjqLMfByT@nO5h2Dj`l=jada0Ae4=XCmW^=_x&ll$HNFgEu#kB(8HEL~`kk zVb^L2(Xwpn-bauqyBMGF&yFL>2_uw!A0U*P+-d496*9^7f{B0a+{MT+ntV&IRf8Z$ z?vHLQjOj1&P1`wgn_Gx1N0Vp(ADCCCVfh(T0mEAxaP!mbhEQCFB>?{mfwYJb1D+*| z<44lqHfTZdpp@q*u6`>!LQ@osc6dFxRcVe981$P5ceMIpF(YtAZA$JxS-i^WgA*vbV)0hRxwzssSI*}sG zIs^BcYsg5Y^fQa#CRAL*Efa-akdFQ$uJu<|w&WdtKw=C=9jI-1b>laigFy8R@ey9} zTVy^DTMwcncqii_Lj??4oe}|763B6l0Dy3mEDjiXhQ>G{&v}Yd3>Z#eC^cVDwe)D% za}}b@8BTIVWvhg$`n7kpY8d89@v;JTAY${%Og@8+LduE@&N$~koBPJyM$ys!B|T3v z7&2AZW#-WU&E_M&t>M$>kAT$-_%Lpy>bB*RtxNnD(bg6&{%Wn(@ z?B>)hD|G<5`T#?2;$G_sRQIE61Q4w~u?_2A&YZL?`3Cs%J|4ESp=rnd!+wCI;V{cM z#O}L%6X$?w2tpCyCxBWq*-1tSqDu8tWk5~H{(SWf z1G;{SL_nSCzbfR5*sW6d)16TqTtR*AANT~XSM`?z|L@gkqpa=Z84^Gjf<+FS%@F}+4)nzr9VD-=-h_uD8AM#LiUiW(R^*#^w1n_K zdJT0}d=3OaZ#+nqm`5=haWDZLX4|~{{79y9?*+w+Z(8b85kP1p{6C2!mZ&;2-E2FC zQi>LWK3%}=wk8CNI-_sojxL|Gxq@%ZaaE=~Omn7Ieh6>G|5qQWJCz6)T2^6M5MSd8 z?M@XSPtoE1=qXwIs!CZB7~^DxEt1NXbbN!z|IwxqX8Nq)asBAvWX)mrCk~y_D&<=s zN7Zy6!_-CSe}xL(q9TjKx}VQ8U)&XAg%^jPWC7?)2ZRxD!VH2{n=N65KMhnR&BEt4 zvy;Q}VaA2|Qy)Mgc>-?EWuJF!ZLQFp{07G+2ZIh(mD|l387!Ety%5D>^1LZ%2B34; zuKyO>_kHP0yXR7nUVmYAKyD2pz&0O4?+coFIGaz-Hx~XwQkXMe2YSKQ*4*96I1`3c zb$?7~BhWjzx(JnGF^gBcEr{ux7CI(E6d*@J0c3=I=|k8q7hO(OZHbN8?e%f?;}=im zhk3=r8$Y7Z!c*Bd{yIA81H71ctreWt2Fmjf7}LytW)Cc2|Bp)7A?A51-P+B5R`>9c z_{TOCb#q?K{VUr5{xf3^^#m&CParL5y^y08l=)Es_Fos6ASSK_S&-*@um2XcCmpL4 zdaDXq7I{FK63{q?IP<}}6sp5dacK8F%XG3a$?pK;$2T!Oe7Cqmx#azwQWK=ENL|Gt z1i2Y^e`AC1GUS_9-Z#A_rR4JFilqRWhvkd^tu>es5yB)V9)^-o_1xAK7gnfGEF}VFux9He?hGtCZapC3l{@X3vWmRdRg@5e# zzPX}xz%DHleX=}aJB%uay1bquqzJyNqNIejQU3`bPpkpDg#^Ti79i@GKO<=}2K5cc zTM~p48^ZjbA(gi>35oRZ>cNPp>;r~7?`0*2`%p}`BZ$ib6E1j78Nt_O%V1LhySCno4G zko_mF-G@S*XFBLIE|`FS>j6|aFUPPGGySN4&0h5;hVV3_GD&iJd(q>Gz>Hybaq&x$ z6)^jjw>mBGJCYn6`~7iFm2p%RRgs7__~!obB+d}X*!59X+}kenfRg* zjSOTxR0wK6JUclKq<$n)M^p3j@I59Llby_;6;XeHwnqp3%;YC`8#u9AvP|c_^B?nCBM+=ze(J$y>9dgr0EEf;u7pLqqqI-em3?B0j zC-3s?M)!*JW_wQs1L5r>@czC&MEvyQs)eNS0XZ4ilo~;FGMiFK6nkUz=e}LTAzIn- zXG#*1vM9JZ-~%FxJVl=DMVwH(wvUJ{!ZWNCU^DzVoD)`AuV$~oK<3S1(-ZTyULOzp zimV)V#^zdEZ0_|dh!im%cKrur#qwD6n{ZMN2;o#|`M-4rHzY1RBEiZ-y>!Z?cRr&o zuJ3;C@KF2zMg}x`B3UWPVA@~Xst>v$v&w`~i-5dI#!EY{2aP>W=CbD({Z0rI$6pTb zxm3gWY*B^X-t6vjG#$7t@q+GpX({N09{OCLgjv~uW`?hC{_g)lDwq|jk~U`mqt>g&bE(-icLewC z&sp$$mV7%zd+me2i9feeftb&osXE+-k5-9$){R8mfNw_>3hbzAHR0mW?lhvt*07}2 zsWcn3o_N!wHw*YBUGe{F#J?AUya~@t?CPQ$np%}K2BbQ7RT$y0)+sE2z^$VMl*Kv= z2?T}6^ElKA*vhsREfe6hw*P(+{X}T@I`oAYB3@dS1SM4GeE+k-)l{acd7-l;_VXP@)YCBL-N;gm13-zPwifgWe6iOR_whmw`$BCF^!?HU8 zkih%1d=GHjhZO5XTYFPNX(?|Yx$6V`eWlSZ4#=~6gfF(nagp?1W9vL_7&J^KRF7l-tjv&%_L1)ZRwd3pz*+JFB$ z;DSptuadzjR|^~Gl;Gryxx68IY1hF5GZ@wJ7+K{vH;XamSkSO1!!W@rQu9qdZ-w}= zU{c)Lh%LLC6oChX;^{B=4V-!ydgqNOeHG*df_84h2uK@B);&a_wXJB&3f6^l) z71evL?=Ufd183zZjZ7MKMKgA3v*0+i4JQzAUrmQ3m1gYa|7#w3T-A>S)ATN=Y+mt2 z=J=$rof3Jf*XQn$74cK-!1A*y1~Sygjo-H?y-;-t>FI$kUIXn|<;#Q5l+(1^ie0|D zzV87XRl4sVZo{-9DLFU=wNS`ExC2&C&Cbp)Hggbs{n;d=U9a2MM@&p?`H1VOer_~< zVtk}!6ZSvVgNn}kP*56hv89`)yQ6uIa0lM8GPymaCNEV7TMQlnoaGlgi2 zJ^wI50t}h@!R&n!vh;zBq-z@Zs;wvu0*D)rxcvz8j!#hgt0|;q^%Pyg89z~YG8(AU z+e$fj-3acI6h~jKAPz}Lsv=#q1NjAope2Z2+2^Ei(25rk4yu_Ekaln%~0!*Cv`*c`YGgFX$}k(-|W& zLG~)*pnOJn1;Wq;y1^{`D?CL3fI=%=Uwmb=(3TPqpE zBp@9|#MC#;`r*{iy(2Ju!9j*~=83@K?B`ckR-P$=pwKwt3uB3_ds6{X``O@V&K?oR z)@HO?p*Ra)fonEY8J-H5qh`O6V6|CsGNCBrM26pz^V!gwo{w$IPa#cc78tp^z=MB zTsAA6By0k%0Sedqmrd$&>B#N-8iHoOuDFde)LiP>WBih#MpOkjr-wnOyPnk8@C6vp z88qr-P?ufAC9P&)auDd8CxR_kTd2v}vGi5rn0xG{PCQ2AQ}7qQ2sSoAUzgYUJ5L$0 zP58y~!^hr{Psv|-BBpaPxrnsx9xEHUBc@AkoPy0{L`1qjeGHSx6Go|VXSsh4viy|g znbFsXeB6kzpO`i1Nu`mDbEArUvi7$f0HG$*=BU7?h31vSZ-|T6v$V9rX1SQhJNy9| z8M$mNd=2lqTQHTsXCwQTQphv_0)z6$XCD?SG*D9W>|d1snRQoQ`elCts>;o0L2kcT zlxUa#8vs#)$k#NGM?1!-g7|8^5ZH~iFolDhfykc0`dgR-qLVrtuB7~7|BM6<_1WVl zlCKv!01zdrLB2rPXa~q4T7YVo1j|cW11hv(1s%{ofJc65y3l?JB5YARdXqQ)?Cr^c zgp(aA2?we{8&?l=t^a7^6(8W)!sdS9c&iLHc+q^HiYy042@FGe(!%a&n!`~Ps8#mPO($U z6utP5>l!zC3gU*T#*r7vg}3Z44L&U4h`C2#SWgUX#vY*S+k-~tH9AvIT@?E?+=#vD z^Jj+Mp7ke%fI3h&#LFG~pM57)P?CUpqTv=1;qST560;&FPcf_{Q$OuN(sZKbF&`Yv(iyEjO@^_OP%!Yl$ zHh=0VsbWa-00f>3`<jNSXHPw;`I5!#Jv(rlxb8pbbX5jxr>6n;a z5tX;xHJGt<%`20_;c&u%DnR#$meot99$W-FM3#8#6u%O;NScw4Cr3Ijs_(vmpQMJL zZR2xqES-T2^}nk7?x3c&?_a!L6&rA`C`uI#ML`fllOl==96Cr5kR}qOcOoEQK~a<- z2Ppvog-9<-sEL50$dwjJ1Pl;RDKS8T(jtVw+fncL{ocHJ|NLg&ym^^nI49+twfA0o ztU5XF#2O5m~YQH8pT#^*l;lpHE9C2gPrgUO1rqI_%P;1`K;c< z35TVUj++xr9ra4uOiJyh(SXG?oOx{Q2_#ag?MtqNxxBDe*b(*DmG|x%v25iYl(0*i zFF6>{$|^69TjWXnb9ianHI;P*L1Vt7@ZChdP+4TlwlDYi#9u%Du_>&8FIUB~rJ6c9 z;m^8HIF^5wiQWmO(4e_*=d-8Pe>yek-ia2}epFHCH5!-ITQpGJqHW3kdhw=;RCaTL zL2-=KLjFH%JL^c#ZN;cg?U51OZ9rG{FZ#(VdOXAC%Bm|%b!o`mC zwDXb=mU_O)*rt{6#r!fro_n<0XWDRV`xyVE|NXwN`s zJ@_uJu&pU(zJ8R&e^VnF0hZIL_8q8Huq!{GqC#?O57y^X0()m>@QiD_z@ujOn6g=*!*W(WRS9ci!ms{bym4_#dAR z@R^A22+>{8A^iEWbEo-fzSyjFk!*XT z+i=PJ+MN7n7xQP>^=)I@)0A}SwRMRg&wYmT-^&^p9X&m?7vBbws%I7sT+{8+`QzmU zKC3(u+tSHdB$c~4bMN=X3xC&ca_O~Xt9+fM-JnK~ph@LEWep(YQb+;X@b-1(xS7r`?oDSLopsRQAg`Jvhe*u4Gu z&S%2%tV@Ha)t*V4XTcJ7pm3^)w@o3aoeSr)`*F27`o2owo4o8hpmJvxIZxvY+3@i1 z-d(wLny5emx~5M}rHs_~bc>)~W7}!+~*q;#42dm`l&eH67ajf`o`3Ax#~bep^Coe5SeK`#s07Ke~o9 z?!YU}VFwz|s0yDnaJIiaQYOy#`WTaN?7NFfD8|}nFS34$a9<^@I6H0NPz`VgHEC}5 zY?3@J_hak+)UiGA4m>~c)dr-gMG9Uar;jpS_`bEK3^rCeZQp-k-StK47Y$)y;qpJ9 z&Ha;7xaT_iMrLqBhRSBAFBZmo%&24xs4P8`A-%O#$<%u_YiDKaXS&ee8(V&|VRyoU zozWuKoKn5DSBproXA()rLrm(b`gah5C#t8lne*MjkIsRbKI_qpp4Q+;vwT17-QC>_ zo$X~u%1rKlUEJ}a()5LW26r87ZElV!9pU_7+xMlahzjlAdT-kep$FS<=uCwZS)HD} z?K1Lz1h7?Dfep zm?1Y%k%hLf5$EHpf#1b4$R>t|FU`4{nxEl2I=_Q6bKEqr{)ir{#nkZ-G)G9VwO@~@ zw+J{N*_te?r^UyYWq$|7H6?RLK2b%(o8#I`cNO{3_w%`3_Rezo%BoVqpDwL;ce;qm zcoVEs)$9Lpxakr~IfUIwi@8gTLt@6(k1#Z9J-cUa!U93;do->wbgz46PO(#fU)uEJ zk&o(+qE|O6t>ecJ*80zVT=&iY!pHYG?eMKt4>&MQ^@FZ~^Bl9|s=;dNF20(L2l>4k zhU_Hk$FH^7)21dxd_LJ(Z9FjKP9`tb>nuE9I=hAMWN3iH_tGO4PFE*5W^3WtkVu-| z>BeC*K@pr_&7m`VFEwlC)%}=+P1y+S5cOD$Z@j*JxofOWfg&H@xmJl7x#8s+eAN$; zP)_yuCWaMSGqf>8qbcz9auu=GS>+E<8qVLkkF;91yB*XW=Q6n;uFSt9DGwKJtYK_? zP8#IYg(f>at(8MDF+zOTP=4owhc$+oOt_ADjIv=!Q!~A@M+~hUgMdVt>E&5&*mDG4Xh&WG>$|Dg^_eQ z?dObfp$Y7^DRb>D7+NAe6iD|bAHPP zzH>dyPRu%YWp{himp7GqI@3FyTl%uSxGS5)?8MpdB3+V`oszMc@BWthy_@*>DCCMx zmliAX(<0e-2?(yLb9!tMO=Sb$QOW6yyr48(SvulLCVj1PcZ}5W2Hpqnx8ZAQ$^M0! z7>=RRPQJ^VwD>phfmf#fwvLdqYW1SvqI}n6gYQ}K-u?M<+x+CF(7z{qnWw()|MNd* zD52lK=e=`nU%Y_+e?I!(fA(e+Y^j!jh&hNE+cGF&qR_~3hWqQaF?JpESF>?}4V=k{ zcCs-l!Yh|9HYj1J0KQ!z+E7_nqn&Pd46iLi8)0cWdJ`tM!C2>mjJFZ(y*{k9`H1%S zKI1;dje}jWqpbao{#uhAU9tNaf=tZD3Qttr!!TRo*kv^&r>&X8nr31O(uTRR$n1#5 z5Vos$?2peBC40Del%*;AGMp*k_Q&dz!De^SeXErwhd|>L|&*FQJ)#oSuQ#~V#tUOw^XXmXl`>GKurw8H~*RoKuY2@61 zl-flH4HwKnbgTQlpJb#7y&?5O;-)m=g` zxkgK_J6$HB;`ER@@*A~c{(W7z>&GpU?a>JicD8<|-! z;&?uh$gzWzQ$F;ut{io%i9EFDo=NviwGL@EjEy#4d5B${dEPELkRXIIvwMMjb!H-7 z+`L(Ks!0jL;&z?pCkonL2BJR4$-r0R7v2BvZ4S>xh3L~XkINng`%upH)^+cw@y|)9 zt3ZCI`bS-^?kR}L&c8gQwQJNQLUOQOYr`}oVn~T^B3*|}qU+avYhGgMvQ+Kn&)UA$7C!_}MSR84Cd%)0j!zYG{ zUrHy4&*?)%la)-IV4bSl{jE$Vy0@&{hon@G{1E*$Stgj3mLb+JPyCnp4LOR!-x~-tc z2#%Qf7<`Jk(A?a-2=`|>Kn4G7JucoGKY`nQ91&;cO&CGqvk}gRN;GY-@`-z( zl@y$qvj&Q7*e-Q` zRN86(`{J06_=!s|cmnzoMnc(CR%|nti--@p%{OZdEPc>Tamorht? zx8Av*18U>ZBfTt!FPzdvCkHk!Pv${U@}1S}eiA71lLN6w#P*j+!Q*vO}gt{^^85t zN*w#qCmnB0^vHU$6wHnm?Y=X1r3`_k?h@;kOW0LNeRTg&!gydvg)>ndiJzCrv14CD zrGD^0(Nk}hBu|$XSZYK7g>U7g9=cZNKlzC;wU?*vqyUN#bExZOc%RCZ(NUmkg-_lE z41L}I#t7x<5Rry!3>I&ZkN;*w+}QelPA71|b?f-Eq}%^M$ccBZVwW72jzi9oxh+0H zjxd6hUV~2e%=31=bosB!vO~8C&*xPs&EMB>$oF;K{1@!c@%uZ`KjVi!oZ+Z5L5E1c zn4JYJJx94z=N~3?@jR-|fV^EsSC%yIF(^UWfv(5uHum0E?2Jf7phqw00Si`)3MGdL zymO6SSX`_?vqy~`9g)kg!LH>%r-z1ii#Xn#E*<-y?YvRvzcNOclKTiNqFCjTkiLO>LLb8Kn12D!%^>vrPLtJHLB~euH=I5|~YXQ1s6LuAW zj+RLnuZme2=5FHcc`p}#)R25AGPj5+uMPZZ<>72A5w1$b`BR9tm}F0 zRnJIT@?ZHvm=gchZpsj@=4ZQEF59GsM@L8FUf@8rXT!1hmyr}nd!s?^_-E1F9cVo} z>lR##TBf0ZoH_ouw-)c-l2KouD9B7$3Fp9`R52M(r#inz0xj5mwV_f=Al!pzMSzm& zgVEHeEW_vn8}egDJ*l_Z%=Lo3#4R=#m^pvZ?DD##OBZcGQY>dE{GVMQuPkac0#X9jwte@#HcGxc0U{Ur57pgD=|3glR0c*t z1E~94Tks1<@-Bp~E@sT4Mq9E*a=?~j^{=LvfM%jT5qy+?4?r>)fH817!bbBfdf>4^ zbuIqhhe=`@v6f_4aEmD3(s+S95wZ$J2pr$886k8_S66x_RVG-RRJLaS>drszzG~U2 z-zOienpFz5Cc&(SVWIq=Etr@syMXp_|ChlJ4RWp(`K9y=1{`%H?{t=TAzIDYx z$4Qo#v2`w8Ib~r{z5VB1UndSq{Jfak6@LxDiZx5Bo_V%BPj3lf4%Rww@^f9Hfa^I7R$!R7r~`2n zf{_nx-^RPt+v~po>sL$OmYy$&>nGu1Zh1)K)l)H8p;mKfJ+|M$OF}1lX=W6PVt@w_ zd(uB>y!&kK1Sa2m)?VHv9;aPl{lvpz#RzBxaU`5Qn$|f{U?ZWXX}Vk>!*zteXvSXU z|NLrj8K5c+RD_Lq`#geXRbq4E5=zb_ia=a%>uPR@;VfA^id$P2?5m3Afhuq>^P_k) zv|iK-3nPq4ik!9u)UK_t)Y)s0tT#oOt(gaS%jBg&8S)a5Am`;MRS!&i{_H`++5O~ti|J_)si$*SBWoSunw zx@Wt9trBUTi&rF4yV9X37`LTs#t5PV+LBW@bwq7F;MI*y&Iu9`A4%Oa$Dpb*^XAhV zC7c7%Yz2gbV@nPK8u3TP1+&}WrH2a|5DAIj4lac+D)MUC{Cqb;S32I(2p+$PUN0m{ zDKR9G#CKhGCQ~8oTc??$U)t_TDKq+D0x%UJK~enfB>g8rRX7Vs%Wfkn=tVtYHikx{ ziIsL5!`p7PD#++Mk=+s)Tv5&Dn|jF~+GuH>RHgMhPKtXhI;;JfaA#qG^e`eWh87c? z?ir^D@a*lujHxI#zqC$h&!gjU@PZXu&xlMDZD2Au)ruTn7@=J09PqoRknd0N^RzF= zTNxrk)*wI$FL3^c)^eW9opSHE+D>a}@o2};D5^9$GfL6SaAT+-G@4%HC45#dTQ4qF z=X@+{xG^x8O*dY#5^qnopo9fv6>fRz?FfJm10E66Z+IRd2Bxg?gN1#N29YD}oyE#6 zWSj~XM?;PWyxH=Jm4ec$R~OEvdnzEBWJvS$B5#6IR-py8A$V*^>dL322OwC)9v+tdGw<(9mdVO?$Zme$USIStgTv zF{>~ko9ZR=uIt2uLdIt`z2rf#-1cqGqx#Z;U#bzy8Sfel0A*(gC&aIe!o;L^mhkJ0MN!QQ=Z?g zV5g($_gU0Rm}?Gq&9uE19y%{CJYpZM-3>nS<2B1k?Py2f`fCC0nY5epT{De+8QwI1 z6W#bA&~D#_uYY0oob9!jIfNOr&*+@c6YSxawjrzP+LL#}OC>gkt86^H8aSaVD=V=o z4Jn7nc+~C)8R+)}C32K9A$z&z;M5dzr2fU{Yy+_Bb& zQ)rfLp8BEcddg!9u}2!WAMxV-f1~(oV4(qv;^r5p&BDenIYd}2PMo`aC<2t^R^>H- zjS*rYIs`0wV98xi=S6n3uVKl~r{@(VA7Ae&UEd+?ciHA`*9jTON?1*taT%2-pV1j7 z;p4J6v2Ss{v|wAFoHrfZJ67GgTut3JPOspur$I>Z=70)9t)=|xGpp+%jjM)8P8zNf zEIQBJ^t#+P+`nk@u}@E|BE;o#IRfT^>Rvo0N2TAc5BbSb)YuE3WwFSAu6h&^*P}A2 z0}zbW4Ge0-bU%&Ft;9iz5Cy+pA~ep_gxSm^&b(GGou> zc1eHv!Lr=&Hu&o4bWcHJEuHvhf&8BMq_c2sHOO+ zkk?5gVyQZ$WYARvs{}u@#=vaqddK|gSvdAX@qMhC4#t*k)7d5Z=)GSLPvkDeRS{|4 zLD*x(PRZitVS6|!;y7}sY-JAP-l22!!wXH!mO%I8fkA^EX$tiLqs?45NW}Z`Ic9Vy zy(i|G&EZA$D1paBsS7cUM511OZ!(Ts>WS)8RtCLI)3v!T9Y5S<2LYfKd5$)NEae14 z+z{XwJ{}L9^i#oiB4RAbzCK@$=QpojY2=(MQx4o$c|rK>%>qUGPTRM%SqapL(m~Vg z?tMVSYuHr5?Y@bIedp~KmzG!|V()wZsrJhl^6pQ}|GM2FJ;wv(W$bta z;-O_j@@IH$kN%I-{>wtG*B#QG9k}xs(JeusSRP#tW<$~D+)nlz#ZJ~a-wF5vRp9TUlCo6OGPZ25FVdbY_2T)=-kH?A2~B@wpDug07DsG5|kE~hd`+FM2n-- zr(3T=nisTjjRj7N(lIgTY7gdVLGuL#EVTk2XT3f#aFjH^5pgInzs2;7c)`D-{l*cd zN{lfed8caP(0y4bqz30@MDEGaZqYOCrSDKXn3ykO1QP|>UD~`z&4jYxi&`r5xj$Qu z<&O4^R_%~heR1ouLMGK1Dz!O$Q{tvnI!+VQV&~dVODG&Y~n_t)_*1~5kL@$PW?ZlUCDQn5=H@yn_TYaa__POV2#uK$k9e|5C#JCJC zA57MnOGWkT*(HVWfUg_sH=(Fy!|#qKN-2Zkvw{(MQw#>Rs?zic7$w!t>TI>6QQ!2& zG+oqNOW9>Mhw}uayGk5L9tvq4A_%68cgz#ZAD=(Hur67s1b?MIa+jEOdBs!n>%-i+ zEJhZchzDYo@%@;?P&k%-k3(139kSPy!ST|L^RpqdqH zw#YWr=f7ERWy|kwUSi{Th|%D#uBMqa*EMxQP}KX(6ME!{7SVxv;D$_mGqy^LV?C)B zrNKE?F(@|^)odhh3L#CN(0*DfzT0+68C47hBN7rmYj5Nzbhh^f0+I}7hokDE(>=Fj zahphtc`=QE3(tU^?KoQ21z@;cx~Cq%uFe1hANDp(_e`)G2z3R3+MJ?VA!+WCc3(zl*8F^6_v9c1``0JJatHyfpc>`sk#un>R>J1SzTm8PzC`4z#G?b&biq? zUTze;fNz(K9zNoo2j-;-JZ=C*6F4^jL~aZEzPPx^JpjS=Mk@p?7blC}f^w*fuKm~! zrcL|XSYc5gtzY(Az(D8^&^ad)rl+SljLGioJU>)m|H}$JjVx*kJefsRmdV-G{{0kS z5PiF|)VK%BSqakdqwT?0ui?@}uk?R@1qXz%@%4eD&2g@-qs-dv3v6}~tJ#PgF8afe zQc#9h3T5vCINPd#2_SAPaF|@gVkWf;Az{O9bS4*d&rE=AQwU!76VAdm5)93c*yV1a z);fa;eg0&>(dL+3TqvTV>g{t%mmMGk?hCa_pd!o)Jb6>!gWi*qfThYIXh#@Wn5BVt zGTh~nRX7R=m^jE2n(m(Ahq7s0SQC?%R>(+DeUOm8&-bSf;OWEvudi$U&m*?*?U0NA z_E51i;K9PAs##n=>&jan!c2RZu>KW;bWaT|b!$@-c)VJzqHSn+;_Bsy>|GLLm$Cym z$iIqz25O-3HO62*xLrH~R?)0yu~@UlQ2=g+>ho(S$ou@CNM;pGwa1}#G|*fZvJ1Ra zmM5Zr#TbNqN<4V+{iG@UAH1yZP3fTMz%mQ)sP@=UuXwQy+7^v|ik zes_Gu-?f1AeuRK9Us){{ovNF z3T6~Nzo9zjbMLI!iddI)PpOo!RsIBb>z%tPL7eN@g!v5~uOfei)qG&X>QkC#X~s|4 z4IEKOq>(e)Rjy-0o${aVK&2OYJBmIUp-}K392x?C(;K!^bBa)$5Ob*Y>08>YA_8Kj zv*dg$i3iY8Yty8qjYtvt#>4ND9&M5cBs4}wyZ) z=qG~xmWhVDC`KfEU=A+t3{z~j-Z(I!7MUCOqN-}PC<$Zu)S6mEBt{3Md(w@fYH>Mm zB`6^II52?rVjcqnY0FxRLo^v%`=MIU>_9-`$b#6lH@Ir3KQ>r=)*IC+({zE%MJ?T` zaH>}d{NT`AI(C9LgeePgG7<{jb+}Pzj?A z;z;U(1ssr3Ba0bJz9j@`D|0nGWteM(cJ)HhpL(zK4QAescA2~q`eEw4FJ|^xxYwfk z$9iLeiWwziVB!-46@kailU14f4za%XkBw>O+9~cC6+YYBLg1vJmbB5Xz^n|IJS8j7 z>#XZHf+Aw#$+Bs=U;6#nVfbQL)SRl>D2S5m5$|XTF@+ge(0hf0%00f5F&1P=9_}Ji zd1_r{U6P42)XgX_E1Qmmo`8%EYs~;1=ONynw@>jL;9R5`BCO`uU2DnMm@{M(5E%2Y ze!m-68F0`RsQy6I>_79X2XA@;&+#|pMc}ZzW`xn}4LEdr@G4!X)x&VtxdQIqhlqDu z0PR7(faE;Gu}!8h`Cs*b%PeRXmbzd8s_?uVmd-&f!EAIR=PWz|VkXx;$}X!v2E&OQ zHMkB-jqaX_fdd{q1T(P0y~vMSM<5UY2bWCa>J4+5aPt&PH*~VgL8D=PSMYFxHRvn_ zhCM6*hZW*B!2uC$IW;juWY^4YcqxRm5gh5(WIQtwTrk8dv3Bx|$ zVKKhkZ-l2m#^yZoq>^N~^~9FfG-Y*ss+hlT4F{$#tBGo6Bv(2&Tgtz1+*t2Af{g#R zFc@hiETK>WXf(0*YN^HcqnNP?SSe#c7af;?%a(DrEV1cFKy%(mZD(>DYKbME7-75; z0wapl9qqaE$JBbn&CZnfjcH$`HS)+6)*47_nZe`ZuRKA?l$8C@ogs~Y;k^dC*jJ{% zKbIr{7E~2q+t<4im{IeVmI1B|q2ubNMtsfAaDS&^Rqy>3PZ@ZYqZgk0^tv(??R=Nx ziU46~j0}x-iHaJ~JuDrc&D(Dy8jWVlu-2piN=qDE2GKpIkwfpEVFEMv9Mwnylz$mE z#-1!4{`~3?&6S5=Dn?y|&zi`@XvROVmvaUYcI-6EemrvR7-WwTrdR@6Z7E~HYUlmf z=(z6kDnQjrA{7#Znx*uM^={9yW@kq^!=a>@$17|!j94zg`Fa8G?n*8yqnN--7L)~7 zpLA|1PSE=y{SL7u4$Qmgfv~yQBAdg`V=TR%`PG>zb;sCYF#xqPJ*jdsF0o#6 zO*vaOeQm`*9F5MCXTT`-#ODO5wOJ4`{nO=gkTLk`Mqkg!Jwy{o`g)XAZJ{@rk&}U^ zYHyHAzK9Ae>!j3!Mx57d}%X1TKaX{Ql!C_Yb0SFioie6SjyHoPOkz=J}4vKr|(8@Dx z1q*N=pFXwrtxWp#g$tP5{MRvlfQuRC<{BWsXpVq@XX%Z~LkW}RU?jdC0zljzEU^)^ z^oayQBLX7kH2IZuyzbNObutfARGVDLT4>ke zsqc~|%aG=%sP~fii<-jFZ&pJg?1IfjYIx;7rwSK22JY1{-s9(HvP+^^lw?&8317`V`nZE5bWms;8{Nqg3MJ=)*8Kes>$@f@Ub_d-ZeZ0N}b~U`cu5 zZLZ3D?rnhxFKHsTgw{Ts89q|hZWygoAg^T$A5JrNr7g|rkVqx2vuFA&e%aHLc#!-m z9*;aRCGZs0fqA-WR9b(-Cf$?WjYZNw4@&LSndeaxi}k~tp38PID~uvEZwZ1W56SsV zYM=L5(`^^ok`~|vD_8bO#~UJO#nTJWYI2uW7y1d=4)9gcVRno+6c;z&|n4vtyPkh(Y5^fnG_6}p9c=Af} z^VRs=z$DdZ0nD?C_7A23KCZ*uGI&Yqh3+`u&|DNDK(w!(6+Y|RJ@d~i3>M@^4+7qR zd#Rk$>(&xG;x=~^wviVO@Ue`27V2XYZo2Du^&qB%M|`+Eb2~NgXS)_KPdnnskqS{5ew>1JQuI*YM*a|S292dUebIum#(34K2Yx8{>yyT&?b*y1R$eB3idgq zGi4!GbL0-scI)QdOBpq`~vWrCOU|7Uf$(T^7b8|GxV=&d1PnBO5B!9Wl$u`#N8df+D@rAsNlTUAaK)0)uc8&<}B_sRC0=CE&sMuOJ|Gqo^#Ra+%b34cM-KtUx!H z)tr1=Q;2b-93;&HGCkQzh~*3me0b@NK=kz)2U*j{~f z9K@mcXQ0wRtSskt29X2E%*B;O4BgRZ(TEXT9*4)p73TowD48~I_eLw7fP~<4GP-8u z3RK->IlgCQZJD08Zdp*BR8uV}#Z)y$lgV_>E@bQkAth+^ zX!je{`@V?q#f1f(r?GEaZ*BK7(Hf>z1)NxL=FQP*CbNmq(z4DES*3dx-A6U*kX-vO z6NoK#~zU2l1S=B)s4aJZk8jr8hCK!8Mu#$U4q@j|FRi%|B9mFNto zP3jj>MLSN^`-4%9x`itua#~8F{2Z?ii-Br|X`X>e7qCSg`;uvditvd^hyq0dDPhmB zF*f1!i^vJNm8-tE-E_Bu9#jz|rx15qrpcCk8|3n}eNnD}MbH2G8vZakx_@#-2mG#E2Wu4wzS%VcY!*A4s+UQ10l~VLsf{@3vI!K3G^67{ z_Rs4rUg}_jPG@yE1V5y4_dtdwD|c|(lAthd_t+u5UI3hqXl+5Oq{o05pvX!XA|HV0 zA9@rrI_m)xeT)-?99wv)23Zfi!ji(N9>va{2Vth-?d?1|Hvs`Mp=AIx6=Ex#!C*8m zE@u{>&)Tj3!yiVt_MXfMyM_f&MI5~@vh)6fxQD3eB2aZPM&s^et(iijQWoXEz48$Q zA$|B^A>$TnO%$p9hNg_f%b+5FE10*daIB3f2M#8-=8IzPA$AkY%#EAv0PR0fshs;mVM=p2_U2EaFv5h(|ApcMf$=X zC=gt)duAgHs3%a;JO453h+fLCei!qJa0Lk?7WpOe2dXW2HHSb|V&LJ6NKWe|R(qK0 zAORU4bO#5LQ8z#u$amm5$oZj727CMZ7X5eX_=f0v>?>0>vq)JGKhHD~fG z?<~pptn++f%|fj#hjjmxuqaR}0ZI^mjnm^jpeFU&Up9FuOCiW;SE9#;qn_gX0R(u` z9sKJXe8f+C3iysz7a1i=MvkXc)oKgzNwn=zx}Zsny||dSEuEL+9WaYM|Lf~7zwHHS z&V&5YenRz^Hd}gu#CR`AA=k-3b81MU9eEVNO!1`ZLx#lY^UYV6b(u+j|N7y_-3NJP zt#92x0YD@6$OGZV=y$yKCqsnJE*A%-3_UVy?=PPAw_yK|{_W?+1xiu0Og50d@g#uG MnxCoEcf0XF0FI$#7ytkO literal 0 HcmV?d00001 diff --git a/benchmark/results/plot-speedup.png b/benchmark/results/plot-speedup.png new file mode 100644 index 0000000000000000000000000000000000000000..cb6388a0cd81403f767d856d45737642acf7d07f GIT binary patch literal 111095 zcmeFZXIPV2`z?;IGs5T~%!o2lL^OZ`g3>!9NO?d&kX~&>0#ZW{#Tij%L_mT8LKTRB zAOr|Kgg97`79^BNNe~fYXi+HvLg4H;Gw<*EfB1hr=X^N1E{v2s*?T|tUiZ4!y>|Y* zWNRV3Ut+(2fPgS$dBH(IKu}0PU~iJpKJb&q8ec8&wC|d=#Rc#T9-F4bMDX-Oh@~4+ zKtTK_{@0!!`4wXUf#U+uh4YTl`HS?Je5r_n-7lQ-N`+~mhaqOap4Wxl7FTSUzaK4| za_T;ur0RLnSX1e|+{Lmg4$;f-&!kiS27A6d*Key4_dZoqBVJLVEV>7C`Qmp!h`u?; zt7fy)SqBXZmJ62)3t8PC*WwK3GHNQ>9FM6j=e1^swIw!3Y0tOe{cru};SC-|pv=7Z zQiyDluVz(8Q5oxLSXx2~BwnsYiIY2WH;DUkpVblQwa+SHw`*Q4HAWBvEUL3b#gjD~CaLp>|_l zmB+HlXIQswhY%KMm=9)k0N$jP^w|UQu^n0!r{nGxzIi&=?o3gSyw*S8Alj)~a%yYv zJM@l2ZW&%$LSl>Qjk}yV^@7BqY5t&pf^`t0C5t8~vxrX|SX=NPE*t-|k~u8DoU`?6=Rzr9l{Xd*PA zH4&uO)hoxVOz<@-N_>QSQGUXwAdEs+VYyvyAO>6NU7}{rj~Y8s8!tZ+6cBEx9QvTs zai+I^MdAX=R%p6gvzO85tSQ7nLGw;})k&f%ngo5hrKf}Y2CgsszL*8pXT;Q0$;JM^ zi#f<&Om&niz4FkI2Cqo|FCX=>P3$!<;pXfz)+@9Mg}Gwgw-`V1^MPVI!{F1Idp0k% z0*4XI(XMXhO0YU%{2qyW|J8@c>B@YhHs?fvbG@=hTioVX{i@zOckXashQ_sG4U6U9 ztrQ?p`pg}Buk*ZrBJ4_8>2D!FzYN_@*;jQ2LT6j|q`M)Sw4k4T2;1Cibba~yY2AwXZo>JLn5WQHxBg0YIYN(dwp7Hb zRFxsPZy)0)6W3F$D^TK(vT-Wez47fMQYqk73k)ttbAoZ2IjJ%mw&@6!=Z%55RzXx@ zt1+tt<=&2r-q{_Ru1ig-OX6av)IcaDP+CfA5+CNdtH^pBnO-GtEC|-o#ln8|gJ|b< zjjaN1DQ>sBei8ZN#S3!beT^(-xB7*AT_gj>azYw^=Yt!mH+$mm^}GmhN{et~l=#6y$WzhN)(U-#14+>dy$z!ztA( z6T?9y-mDBzwn2Z?M;Bi9(jxeXrM$YSH32qTQD#G}eB2B6>IF(b;23ty>D9F_EQ|&- zmOb#JY&*5@h~*Y4w@gHae8WA!p?oRC`I&2IGje%^!97P3urN12c7~O`HjVQ7H!Plq zpWizTYgr!;h+nEl2BmR!!ZZtqlpOj!AG&3w>VlPjgWBB#1qas?ufwFT!&BNh0fK^p zcCK~TUQH3Zql9F$G%gV;3l?Tnn3FT@9P&Zg;n#+veQ9e9W&zSJltOdxvF+oShsP1V=P{(Oh0_QDg?bLnYQ= zPbZxVwC%Fe)4E?m*nhXvuH=+nzi#tYHR?lLoKa#9mghk2(5w1&4B`aPAG%B zi_xf>^JFmE9midK%9q~nc#=<~&A<)!qMZL{eW~-`8^#FYOK)NFG^EVo*5E#2!` zU9%*zqwqbuXW}M0f1wgnkwMwrme*O-Cn)R~TeB&&mhlAbZNNwoA*l2XYN?TSd4U$lXy5dRh{1l2sn!k#v!P

G0KHQpgUW+-9kBlD~` z1!ic_TYn8d^bqGpfa?ZM`RSctsiTcb24(%7v=uza;a+pqA6GUr#&~>eEoHs({5wfY)@dS9Z3(rW+K!W@p2zj zl)Y-C&UMZ_rC)93b9&vpb}hFdP=VSiFCryT#Uq#XN1H+V3N7?21s*SasUUBa0Q>pQYni;M3NUsWnsfg`AU@GKO^8<1t z!{XSc3AF3wwv&S!H~%XWym8c0hyO@rpm0vgkuwqxSLfT}<7-t^4;kUl+>lMm&bE4j zuM9f&N~Pi1P~@*#Iyx;;D%turRI`YQgm#cYB9>s(z<-m4z>u(^kir{XZENa~KTR6h zckWQUF1Y~AI3|APG0ZD^`tC{Dq;y)1I-zSVcDFj3J!K#GHUq|-+^3E*z4O?DhJV)< zv5-?NX)076iA_CcdM|hEDy4ONpH;PM-G}9CbsIl0C&62~CVEymSH~Xjtyh=$jvnbr zX|;f2U6)>;x=(o;D1gQ}JYA)?6$aGd?w~N{uddIl`@`{ggw!M4!`@j+c6ijCncOh? zqZlPjy+K8!SC;S1Vb1Y0M^Xa%78M#7`WB@}212EFy(4@ZdR2%9gvgkk?ai)$#m^Oa zGdeqNUf!{x-je%e+Z!Ae%drupL5p+d(~Vn&}x z#)((1yibelrJ@pJ#8MG#1|5~?QG98`Pt2?;ADOuP@$v9>OHHBrO-fEgV;9DEtZpr| zox_oXsD3in=K__pdquLtFRM~3UdDvSzdv<9!I@0a&6b0{I;Aej(nP#4F-jmKpMz_` z>Cc}($4lN7mi1I*CFMFPsCc%V^(Mem@s9=-A*D*m{>3Snm-C^7zO!ZUrg4y~RXFqQ zS{b}A>52K5@Y7FghRQ4no62&m0k^DzmTRx>m!-~-D*vT$SK5jNuZp8#x-U@1A4t2U zxXb`8!yMnSfY?@5zzP5%rl82S)NEM68I}e#P`QbUPJzi|uwFxc@xGs42`)IxILHL` z=V}@yg}5)ZiFSTCbw6m0!G%F-0SYpJ1w`eHMfw6vNn~)1!Ss5;E-Qge7_G18O4Gg< z_pF5`22z@rTI!WiH}3fDwb_}Ujm6x9-4&hhMUjv-2?=j1r?lOSecR5ggi@ac!{~2I zer(E1UVdvTLLXJb`i?Q@wa71Zn^Ry;b4qch{MdZmr#oJ?GXB!3(NI-i6B9A6@ug8G zEnVu^v5sn|$KE4${{+cd`rBXMNj6)?F1=2bF$fpJX{1UL=&82(6{w zZd|VNU_7yZ%nx;)G)_i?E0sr|d*Z5`pprII+PBCQ)-rz8S7V9(sLiK%soBoWU5CvE zy#wLRPrY&W&`nO8QQR=~Wy}Vf7%iCB zxO1sFZdrz2=p)LmpD!2=_g+K?MNxQlD%FMgH2K)b9Yy&n+dK!^BK@j&H$c=4fGfDo9?_D+Un`;2e+16I+wAn!yL7WZ9^`93Tw^R zCb*1#ud9{a>&491f2m7rIPaf7lj|ZLIT5Pq_pwdWW~eEaxTYoy_0-?GO#hr~BUxc0 zM9{bKu}Qd6OY=r8Eyptp#=zYK+?d#0^W$8j5D`T`+X((Vz^j&HIX;?sHYwyDPNuTv zC*!2g$3{l>f+SDDmEshb4Wm!I5)}`71v;W1x z{-7tpHvLFQ*1%i% z-cmTF-`-1ARh{_6UgE$J<&8>g{Kf0ZRwPrZoLd&JIxkL_S)+up!rz~X?!XNU2Qp}= z-FoLQ9#XU*|9DSrnwf6&mk+NBv^v&Kq?*shzb!FKk?>X$zW3pl#fyEUjEoG6$c)ho zJ?$9dku&Vp8{O!8hFyTKwI$GFm<8Hp%nyJ!%riGVT(Ly5sc1iC_ETo{gRftQh1JM74q{R zZL?JcNXdo0*s;^n%Y^KG_wL<0SmWa+9b4xtW;P-0^eI2DYEbuZ0Piy3#&$!iHZ%P{ zX&qxuZfV%~sImeg@(OirhwlM;W!#kDB{Y3+o~e_T=s}KWw8xy0Jh=d7dw;111rXfs zmKb1)A?+{wZdubSnVS2>%?7QS?dY(A2L7*`6ZUr_jG zBlG!|f;`~=cGg?S{x_vOA_!er475ZcTgnCj)XnYHKXAMu&{==v|Xj2`LyHh!2Ah!SRUBH>Ig@l9@ z?aQ;F=4@`52+gGZHukz zDY(3O=fslpM*-7R_ordUk|m!UHQBgA|GF@r<)U?;R<)wntyeh|sR3Bif1qaCv+?-# z#j)&$Kd6~oKm4;UWs-Bp7gHBT%=h+II#nG57!?FfNYwQ$nu1YI^wo&SO3AYxH3ra@ zN$`G&U^w~U)r*2MS2tYSzWj&HlfG**ZH@j&GB%A64uh{V4yd+= z;8GiQ-r4M{SJt2G%VLJ<%0czsR67{`3Y=gnq+qRArWGeld%6a}^*9$IkZ3F2oz%W?cxKBFFRS zpFas7DC9N6AfxMW&OK4v{j#@cruYoe&fVdDX1QqREXY(g)JAk#=IVAN)xS7TE%8^Nc0&*-<|qZQ3PEZHPk z2!E;n(p?dwjrUQSq(-WL{lMC_`18{us}nBH%=Cs4U2K>uX9|IXZ4A8IzU}k4nor+)zl2!Z@>NKQx&?m z+Zr~zc4_8{Jge;sHQ@1rTCguDq!rMN%gwP_Sdu+e4O&aR<0jR$OMUhe6>y0KuNIGf zrkyTROS{(^PgxN2Bic?3{wN}{>p;!XJz**okdH)Z{plcCBmUntS(O$}x~zQvMEM}Y zdB(lbe`N1Wzv?e0r@-PN<-Er4EJi4&%_uztPTZ3TcPbik_tw+h9Og*gRyln_BVjcU~%|IPhgH4^V z?$^!sbz7H$7CgS2P-GRE3R#bLBMW{2L<*6sazM77l=?U^ZD!*Xb8@$F|0CZqh1^?P zmXiF6?$t{myc|gl)S05AcDoa11^?YY62eKDR{+4-^p5Cq-rp0JEQBHIu)GV@xt^(1 z*(AH%v6RtgZiH&>D|N2hSEahr&k{z^%WwVc{vrdlsi%Ii#o?*r5|;B6(tkX+976Fb zC}TauC8Af|Qnil7K;$1}^BWOEWu{g@4(b2-m!n5n-IH*zp|_QL3++#rSIIdsgD0O2 z?i&ND)38pOh##g%A{mql9I!AOqMZtIJR7t&0qoLXAYxu(PF7d{eCkMwc;HyQZw=1H zdaE7hq3N#Wp{b|J&^8si36vThNS;v&O2W)ZnGZTf0H>ch9Py_5fVxt-_n^v=6yu9S zt9q&4K4*kQM5gRpj}1Iry`HLN5QJGB676gam6CZ_#!?Myoy5#M8F`-6+kW?wBF0Fn z>x&WQUZ;$8n_a1I=;c`=XAyvk5#XZ6v=5PBa_*@Gy|(D(l$j0fr5k19%m~Fs09_X- zt-|p2thSMI=E~+d<2Rq2{-?l6O_lj>210+7M0>ju<~KlAn|DcwgaJrJuYQ>i0}|I$ zNB6k z<5sA#ng;#w{=3@uL>bT8HmCX)cZ__0cy1awub28SdOp9XU3xEdp>!8fyDTRZZ4$SBz+(#}4$M=1B;Brc=X1}a~5!lN*%$h24Ah;4 zVC9~@`lZgac!FNz)D-6FvxQ7pOeHSLTF>6WmWr17f`***EU$l!N|#{RKSjMB;@ zD5Fq9)8Ww60oguv0xcYEE+l&zW5t|Z*|cs;Re~UN{%O{owev8Z7qw9q#4xAGhp*HH zd?n*K3Dr0s?AR+n3+TGp5$NQjSAL~}`s>%g7p-?i8K)sY&o5K6x6lL?a3fhH@?U*5 zibqoH*k_k>7IbZfqHG){S_TlGj+^t&=`g|5h@4T5-y#AK#{1z z#h`7~2pncu>l#Kp8;$GF(?+Fwiq3@q z@I#G#@;*L{0YuQzWjTFK!_vDvE0x>=dB>y^}H9KyG2|S*5;x`}RD8yP!F)6Ad!Y06VHM^2iLG45yN;$ImVM5a9je zq_3e~#>rm_5zJ%!f!y{k7M%XBzt9lX#PODh-#izD?_hQIbx4`$7$$xGxGyglgA?ua zE-3T(wkf3w%UJD5itf$yF~UvNj8#P_{oyJKD!Mo{O82>;FM^@(SE%yxzBW9;4*Kn5um6--g01IR2ol zfh|=JngXjH$DAzkkhWH`7dulEw^$MNYt=#w$by0|L)#sw0iZqi`4ym!E{8s{5V_t? zUZ2WtuR({Yq7D`zH?W(D(aD3Kkg=nV@Jdy=8WurDA)(Pgq2G%-w=WJ3INYq2? zN@!al+4f4HMv+Ip$U|SfpaCrc?MTY2GNeCHHVmNwH3CgM<(2Bij~ltQFsO+iwSs!g zWq+}Xf`zuB6>`XQ=f<0p>2bw;s$~r2Rt*MhGvVvAK>m5VEaE2baO}{Akrg^0DTrcE z$+H}xWUDREiutqT6Nr|^k&r`%OzO*y>uV*aVsW@TawLE_DN3YvJ?Pqlrxn+6%RN`x z=)1Xe@>UGHQg^OwYUPIn7x~!TaTOm@g(-h&K?W9PaOE&gB6jE-9{D|%zi2ykMtU-q z=IVx!su4S06^~}FB663j2ifmgXvz<=2C_-DO^%9&9ZqiFI*xDc0N*X>;HkAq$|n8R z)3xMn;Olmz&8AsxfC_}&>wu)kXX17rHB{lwpbHgQGYqbbvUhuQB&aAvWaCV!D;itZ zLVQv?Hnzz?3A$FgnhB(*zM%cG%GF7`dARbNF)jc$pv6lMpYrxKsu;kIiNHv|mYQbJ z6TjZ*SJBJEpF~}6#QL!dZ*~AdkoImjv6bZn#%aj!q0m(;~{5iGw9( zdo83Rh6nl=1JK@%Zt+BO$#>r3CL39}@0V^Ql*|q;aqQ7xUrn@gnl1G#s6R;*+~GV2 z^q$RI+l)(?5S=`v%XHvO)xoJ6JS=Ai+&^z+Xz$*=hjJ&v>lc1`N>t0K;gIKp{KY|B zpkMD6+I>_BwVnUh3qYja;nH&A)+!Gk{pFYFIxOkD2v1b*vJE!3lkjZzQTcp>r)<;o672t|1ZKg5ZeD69-M_M;LpIMtxZ zme6JZ`Vhc=Ai-fi$`$BDEl=)duD0u>6+J3r1tD^e{nYiP2Cb3>Q|I1_&jqM$m$~`_ zzfozRXES6tq+tlEg*~a1v6h=+W-hwSriG&mq{J$7pGQWgSQ~9Ecnt#3c@)CK9$>uB z2WPIf0O~nM)rh~4TbBL~07oIZ<1}I!B#~S#|7dpNNme!}lBP6lIDkF81rovX5tEjR zpFajrTGPm-Kynp>K$^t65ne}0kg*`eAacvPa>nE^t5dmUtaF-)G{+aV4Y%5UGTC5@ zc1AVb8mqsVTPBD@Y<;fwXr_#O3Tfk-+pi9RglhZAH(uS7orxq3K;DW7V-}W)| zy^pb5nT5TYTPLH@n6jg7aY!qricxn+bQjrj1~GUBVyZ5XIA zlmX+yW8@<#3SXrId^f+&F6jL*mDbJ2iry=2j9rOo#z=?vh%D%kmT1_d10Z$7I5pF< zHa~yTE~G8t0ZWhg>wEEAl{Fz09;MF;^XdgbS)Z=U z@qmi!;{&9+*cG>o{eaFw9$y5R`+Eqa8qi}1zi!hut6?*BlBJD42&De&b06Fq{0491 zIQ;TfuJHxr^daF~Qtd_RGg}cgo1t_ZBGx9*bg~Dd#0GWIV$TP1(;ppIm&P0M{FW?z z%O6-9aWMcN^k;S7+7~O zsEh(YAu9>AhpccjP{-oq$6S5k9A~3r>c7zwU4^~hMzdA%2_4h-BtfGB+_A^F067G} z*$Hp>+{&hf|EllwKt8frYrGg6?}-L_=F>#4O_(&ssi3k zYERIoq3l*?V}oDz8M$vpNAjAiLi#NOo!V#z)ph+n0c06$*;dA}U z4ca!1RNj87P2gw~BSGy8WRn1BFKV%_YY4YY*}TwkJ)SzGXP!H(_Q@sw>=*}+h+v~* zBX`H)`xhQYYACb2-&|MiH~?QC1Py?4?~mW4f!j~1gSBqI^y)S@b9Q*>8}NxWbL_r3 z=X+NrP9}xGL4g@fuv{3e=8`v8nE34QTYxpQ)@VMvQw0Z|fQlDbx@Irtlqj1Rn4+=k zy%{yJcGPU}x`_~a^&L`TC7Mi5;gwk+aTPY~wBy zji>qw(!MK02fX#{lLbYm0tV$l|iojIoM3$3y$G4aOiYikOpy1F+moB zuRq!n_GB;R1<_C^LFer?DzON69k2~O=8ikvdFaLB_0-tNi))$_7n_-hy;*0nDTRjm z!EpR4!}wg$06BoSwKlcTB;I?Wr!w88~Ju0 z^+!cWHP;nG6&&{sJvI6?%L}k*jedpEyuWPM3xH*1&@W!9s~Fu(lnlhbtI56~H2p_Umm%00+FP07m*o1MwY3O3 zt;fU@q@BIZn|p>LL4G}roa<|)^>xUzrsNFC@~Y|53T-ArQH}3L`$fIwpX#-LqK&6& z9Hp&X=q;0kN7@krL#12>mNM2RS{M`R!g$WTd?Xg@bsUIrn@=M0KxLtmrdpX!OAlzm z1`X`;(P*jxG4vDK2sbFcG?j0hxD$WZr1;&fgbuj8`!RZ)jHyt1Mcl11uI~L3f03e- zPyP;2-rEHbpsq(RW^X;Faq!YChTPiRj#E`O*!69vzXj<0om2PA=$0qG?equ9$CA9x z61-s2m)zRbl0v+USB5%sj{QRON#u!(E4$WC_7z?_C1wj6u~WBx;uxjwgz?7E>msrS z^_kM#&^Cp;qI$f$DBv=QJYVNJ8T3nQ=(X5f6rak6tX_dYlawYLy{p^LfV! zFAf$;-hq+%u@p6xtsNbjX?R0RyAaCFbyic>bb+o0o&M^l6UqFzP!R?R>n1{q`uF8zGGF@Te~ zY6YD{Gx7$QJ{q>eg^w(>r!3UD)^b6;x(qN99L&r<{Bnd>In&ed)XdSxRcbl5Yv)zj zKKkRJe4XUdF3dlSTrFuw51xgA})9FaA$?0XI-v1sDiRl?o*l*Y{A8-7mANzaJ04?KmY zA&^(;end{kSjsL`2fAZpXofQ41^|=YA;fkNFt(Vys9(H3CPlktDrRO^^$|gAy~|Iq z^cqfN&X^UXnB6;KUP6GKPMc93O)f~9nTX_Fuph3?zA`JdI0)OhK-v8T9-?xZ66hr;Dl2%-z|=#VWgHdAT)rEFo)-WqmpL3@k>_+WB%09vjB4 z{D`2kedxooOP_pWn)ABgOz+{p!M;FDIO)(MU$=-F+>5Q;jP>uK;L13o0o`U!(3FIHT@k!D6=pUvHo2}=pPI5aYOU5 z!Ci0Oyh()6SW>In@W-Ff2{XW$b?1F%Xk36CSehBhz`put2{rA3@?kr9pmO%!)FGz6 zKctc#)R7Ksqj0F%dc4|GrD*b$7jtqDorZbDH#OZK4=l)E={_|h-Tz(B757oWz)3QE z7zD>S*CiS3oLFzhnXm7@PG0_o(*lvsfJeLqiWnIs5%KJ+HMdt|>%>Q1e`kbl`5-QY z;tOBLgN(=qRl?F5`D-L)sR-8XF~IMKH7+QbIy<4nJhKLv>6K%*KtE;-ZB#sHj%i8~ z?eN*;7#AQ%WS@V`&%1m|%-JgTyh4|@y=>CF^~(baXxls*vQgoM{(?kKH99*1(|;bo z>^0_Oes26SsNaoGA`+qIk72F7d1iC5!8Jb2VO??1j*^4W)j&HB}#> zX~`Mic8l4;e$KfYZcVjelRniy9!6+>kzta^CFo{?(#pfYp>ExxH&M6BJ~jPVHo?PJ zrgCWy+M}GlPG)jl@L;cndoaA_>SkNZjlO~P;QU={`%{$ zc$lFzwE$F(+GAWIvk=u`49YZpIqCN#vOa_kfGtUyxH>9gI!4OtyFch8v~zZt46Zg1 zLBt`CcFuvmi|A!a{o+wXuGX!G*t8ag9K@|u6Z01{6Ha~?AeZ#nTV20y{5H@fnA>*vf#iaQML}&gR3LTn zlqM4E0M)a8-HQ_GDP3UCfFeZ|NW!f+RqWVd2z~3I>@!UQaQvX0e~+&PGEMDZ+Qi?A ziMpA#@7aRo#De#Xk*q?n$#Z^nhjf$+O=etDYl0q^7Zmu33 zS*89_QZXiVCf-H)2pJ&%dGx)$MVf@P)#BOIj^l0b`U(vJ@Q`U;ND2m2s+vh5xi}fC z+yJ;>vS`Q8U0><|BsrHN)tg@FHpdK=*;rU@i9pScUu#GDC}0gjn3GHJb>5#cUpBy^ zy3Nj@hKa4ox!wc(I-)*eVH6llO3}-Y!W(cPUHafUF#WTX)?M(*479USS=zF4+jMW3FI|85H^_1c7ihBRj^~JbZ z{kza_i(d)@hTU1vlge;Jho@i-ovHUg^8)ZOBcOs;Kwh+EUHtsIzE)x&9iiyV_o_jr+-nlzajoyN2x0)sJC^}cI6SE93<*7BXf>f^@BY? zyC(`7zcPTc2&0;>z;pkktwgsl%JDEL3zEPCeKU2TQ=x{VGT6Zmuo8)=xHybwRG??fF%Ew?i3 z6K;O@eDyW&z(3aklGkr>M!UDvxmSJ9Wj?|o+S-d^<{u%0YB)RQsR!>UKrVc1VhleA z@%qHe7#CX#yI!mr@pPH+7$hw5e@n^!8VCR52d4OKVE^x*|KAnp6BuRxDDcUU zIoZMBl1Ho8(aTw@l6*B~V};U6l>fOrs0e8K+QZM<&e;rIAMcxzp=ub~I#e8ps^#p+ z0|`hR=(_C2jHwA2?|9PZB~KMjJkzr^VK+rwwa^e?BQ0-i0q}MFOK!Z-^a6UP%2AQ` z#J*#XfPRxaC#@PClobv-d_akCif@lxmW0q!N-USubs}i@#_&CrkIM!33cM@UXc625 z`+O;8`mT7Ih7k8Gn^)bqFk0h9TmYI;+@0D$<76j5{uXcRq)qw3%kKi!t--ByAkJr? zesO_suhZxz49}^H3tVApGDyHquc}4hG-WzVb%`J;ywZuAx&qZ^AjRB<)Gu+GQ*d`+ zBulDbJ7*yuna(;d1vzB-?mCEbK7rPUDOiR~PzYHs>;=l7tLDWl-_(S+Z%>geEMu#% z@e`=TJm3Kv7oxQ4BAFD@d1{xbkX>d25oai8_@d7lJ2v~F>yW_N%#kVm$n5Y3!1vIm z2JHQ=k}Y(uIT(-SeMuZShLW#4L3;bWz~ZCV2E@hYsRTQJG2ov+5twL|uqZ&y=37BCFV6LB7{qf>Zlc-0E+1*DT!&&X{s>`Fb1@ zSz-9hPHQK^?j{e=oS*l$*AeAU&O*A@8f3CY9KbW z^_hjP!o$n)K(TuP>{@eHTalVI*e9UmpXdTWUwLr9K&|OJMJQB?TnPwYL*6BYfvbRC zm;uj#6Yzq^sq3HSr-~FM))Sk^k@au4PYc|>q|b*_8JBGzhX0P`;ouWwT2N-V&mFIZ zHD$poajgkA1)k%GpzS&TA`htfkV^ST zx0G$KldL-QdXDH?{h2?fy3KnxKhpW&zukbk3mi-O!y|xDJS&m zYDWX#I~64=5P7f}$Vo0T7s#2g?gF&4HJYMo7)3@i{JC5uJfhE zGXetoqya0vlS!ZDnUijf1J*!C(Eqh`Kn1-TpSr#nP?5>3<%<~p@PNu*w=8LG1B2~_ z+>afh6kTRMFPpqQ`JsJ^^7YZIhCo1ndFY_0$|@lg zY5UE%M9n_nM2xr*D8=*~_45`Hc;0stK7zUjtn8*^AyWbZtBJ*y`aGXY_#Pdi46hcgm#r=-?QOT9j4`?ww7z z#OsUSEATb|G^mfWlrRITRTJ9>!7D)@+3+<~2^RgPlko-naD>azDeo8GMq0fPl~f?X z1|!}0HqtJuHV3MzsnG5j)>E`r-dGAa$|No?p-?m+Bg+y+gntr%!YG)4xu$3WGRT?G z_bRj<43%Y9|CV(n?XLq^dBQ1ZwBX|0KiJjF}*ph4?05MZE?8Tv+y*~-m&cr03 zVZLkO!vB%3#lgvx%WntD(W9Pd(6Jalx*;ZWol zzg<*q@MtfH{Lm#6q3Q2|IKDU@F{v#eKssVJ_C~g%t6U|Qnsy(D z8aD|qgXBOW6Ev{BDTi9<-!`?zU{sQ{1V3E=USn`9%O40?Kyxq^8hH9_%9MK8Cf2y& z@J(R3ty468&u%>5#bYQuzpgRJJdZ_D5F?`+AaJ4gPN+<2;eE~2D8l)$ibg81|j}kw!{MFWA0fAWm z*&YlhZ)`v*MYVF9cmZu9BolPFxtCcRXvhO*KEIMp{FnvdTae(y*+Tkny9rXak9-S~ zK=Q!|N+2*x8>7Qxe4W~XrB^f8vZGojJz=%92sdc{qSBT6>nwgf+n~Hb-RH7YR~3vd z2Y{&%SYJ)MQid+h8p{V)sDN{S5%Iq;J)M=0Bm!bty7so00i;M&B+&;%_e_(9O`IMH@n3n@x2k-Q2|veVa?C&*=INJ~Q_+_IEs)%FyAIO3$hq5%kvSqwP9 z(BBG`pIk=4$|_?`d%k2;}SmR;?mnbKI0oin5N41zXw+ z_}aqDIjQ_TlQT9`$+{<6sLV=q8d8@LxLwIVF@c43pFtnY2yX*7#lrm+YhCvi|Bxui z;)DFXtO1IqR0ypDk*S|VywV=7{;bY*taJ4ox-Rg^Rp7ED>K-vSQks$m5^7B4tpuGXyDF=GOWU>dSe$OWZ*y$6n z7ds4`R}u&9)R*J0`}uu(2qb&ZX*xV&319DkK|3Gv^E92h_6WS2j(ZjCbq`WD+GJ4eTqS^nxC1-@hIiXxR0 z_ilsA5o|Z!rSK?SH+q;Wraa1v z8^F0u1_T7+{|s3C6%?SaxCG|)dcJG|T!ja?1?kt*p2htLBuNaCp|=_lwi)-xEi z4CdFBMa*&la{?!0^{OW$9$BGb{h;3uwJw~(@I`a5^DO>;ajXMSNi?;zY*nMq9D>lW zDsZ}cA&h3P2&`_Clap}?{FlHWZ=l3^&DNAYl7G&eQw46EC=4;p0U>n$wcNj60Du43 z2yn1~z<)dNjHlwgQq3UrGduLhHSkJDz6}AK6>8-F9*JB@&dbXSRtBSX>?RYBsCpZK z2@=sTtk1H$)sxoN&Cas2vU~i2fZKKm6TPIU7`5jYH`%0E^{RK;89*jfJsl-1w_XN5 zZ6J&Ihr>C7+j2rQf3TvRz}4#o{#SQDUU)97)spHKDuv955NqY0MtgfN>sdW1Ej^j# zSSRBsH)5ryl-+A{CQA0nHMqjk7@@op4DT%qZL1XZ6Zlaktl$#=1w?2}UyZO?6#;?QC1CrUe(FYDfbk%zHu#tU;7w83H$OBy ztTEL0GXxBfUfks<&QwEFQ=xNx$-k5OI;Go{WE_8u?YBd(3D!@eLZ)4LhjrNx8 z3iZk@Rn_Nn_vT0z6daDI8W?Rr<59UfTj2To=GcqMKl019yT@GzcgmIbbe z8*b|^fGLciJ0^U}HEc|cir5bwJ%K7d6F&hUG!(9-nl@vHX%G81SofU^vJjPr!uW4% z4&k#MH7^n4jL3a`qe-I2LOCMPRy$S`Xpc+fh+OA%XOh5ci~?+Ak#I%-&p(P|G%M~E%;N;|XHcHzHed9bDrVsR%#Z58cf8Ol*r3bw~CH43BC(bNuTel6; zWz-3yJL3TQlzQu()s+CA&vh)>*w_G>yy2;s*MRB>Fn$U&%vz=O zBZt96Rnem=J{{ZTFLa%A%hZ9m84N6v&kS2Yy{Z5(OEsJm45S%gl$qd<&ARPX9|atF zNZcE2R(DK_L+Y@;do`7hq_8nKaFWE}raKvMpWv+UDy*h;J=*!e zl}R_SkforUJ$bqa*qtLHA|_yg;IQ`+I!>o+zpUr-GN&A|l|pK6ZfJOx5gw4`J7qPb z0m_uo7Va7Fh)SKr{`=Oog81(*UyAKBXD34ZOj=1=cN{iwH=)B)S z0_f+PSxV)qe|g?g4~&JCI%#=wOBw`UK;Cl3W@VGOuP`!YGo?(7cv*e-7>t*-N*Oee9BPV|EsUg*Ec80 zClKqwiQEbC#)gK;@$vC3BS;m=!GkQjaxXSNH#avO8VB_enbT}+GelozD6(#-2e^Ub zAB7pZ-&%|OH`=GQTu$p_uB5`7z{ddOYS<9h8QHKuiQH@t5U91mWI##4$46wt*XOdb zve?3FJK)0J;Ii2kCF>3$9Mk^AyXXWLkY8TWZ|07j1W73=Eqk>E$20G6{sXbh2!!kR zdRZpMTF4b0M`YsY+{Ho_L_KbOuhfUT%RB#pz;Rg}>GyTv99OCVBn{Uxqq60MbppS- z+IQpsA|2aJmWy~qEc^|SC2>Su@q%6jPPDZiIGyo^o~}W#DyVzx zPCYlj%Y>VKir;QRNNqnzD1<}%(f78Iz6LDbW>^JIp~uVmbPE?O#KVU34t0}jKVGo_ zw0a~&kAHxfs&DN$V3~6gQI1pS^|W|;F_HrcB}e{Sh+FEpQ-i@wo;rR-t$TM_#acO- z)l4lfUq+SpZe4B-IQ@N;u_N_B|1D)7;#Lu$+tbtGz&PQ7wpF$_JUMMPA47Jj8&Fc8 zIEiri_SZ!W)RG_ng&2^lW|!-*(#&O#*Ylc#KYccdN^Ijqxc>S2MPrrfk^OfA?hRcv zusx?&Vj}dy-R`2Hi~!mBzPtJFSds}fAqZO<^>L6RMho zrTHITye`Sdy`(4Jf=jNCaa7hkg{HV`hZkDKA52|=ms@Q$5(iRBJ{8g9$te*enRTOU z@WADSWGtza)4wQAk8d%~HpgJkJZxwKN&I)L6Vzk9m4OrN^`zX^)7MX4gH!3dMXx`z z!Stv44i5fO^W{p8TO$q$qkDs(00jMosZe&#nAh@-YwN=4yWpgH1V^S);m3*#Y|QW( zR#TX`!+v`)8zjfYaw~|xFzR_{Sf%jDWMcZrfrJ-3UvCq4Zz%hChH%KKC7(FUMjuu4 z(iGs%_(FlDME>2(89Tk4@SEZ)DcNzeD6juk260N2wae#ff0TSOLs!yy;&-%;CCB2u z3X1D^5|gV2TX7at-bv4{KSDXfeLL1v)!uKHQIa#1MK6%eqH zL$b_XqZgY3N2^e18vV7IS=cIgTfz7VOs1r(I zBy)%2Cr@U3_AJkYL4%j=4AvhgUIQG*9Ns*y0HKHI@h$-Y0cJ)PdAYd~;6s$SR`J4GnwliN`z7h1 zr5X=Tvt|-RI=aHPgvTL4LXCHHSa%yy>o&hiC&eoKRp<#da zFG_;%XtOm>z;~cRECyGfi4g8AZnL9WZ%tfY}X!~-Eu_3 z6w+69|D`E!%c&NkHJRZ-xn-)BL#w(&OD$a8d92mb6Xl)%`MmuEApwi8<7hnwnJ^QV zw>8#CxOD2rme&DbZ7Yg2uYgoFur+b;fARI@@ld_d|6>UyOQncp$y!;;z6)V2$(HOy z#8|S9jIkDFkFsyscd|3KlI Hi#^P8CkOozlZAc{r-M`{O%vUGRAZ7bDwk1bIy6c z&-?z}NSc-Nmwfrd=O)T-AJ_qdQXc3$-MIzW8#D%l8ty?LX@r78LOr4B&*o$grtl&~ zMMXIjBcoHJY|x8=JMWZ=2Tztc67%vzBBB_zPJLHn+KMJCkc|sp1c(K@mhs zQ%{c*I-v)igx?Pj{_0gVd)&nmeI6MZc|Q)@|3)zGr8fXq%3*~x)4674f;eZ&vlPhy z!VJ)R6K1vZ3G8c*J3=4|^2_7{s#qfGgEHZ2V}EDOzme_??!fyW^R8}g2+_mbqA_yY zMWZ?^gW8pQfOu;iH-?xKb-4bf5mX($0G{ExTLOSsxjat6cL0WM2zvfE*JysMBufS% zT|OD7Wx$PxF}c!bKVr2e0x2W$5e>^v$u}+A!PdqWIdZ{~mjH_F3~vIaVj8M54K7e9 z$^o?E8rmd)+-s5^-joF%_2LV+uKm4Am6N=MQqfbR*kbn`Q~UdN-SS=D=mxQ_y%H-P zeIMJ}&cvnv0*?xh%mdJ`cmdk>RNuWRGZ2JmUWaBYf8!3{e%X`j{9r!X%kJzG#@4Yj z?Wkpc`?xxmx4zo;ooYbl|3nrMu7I}Gq@s`>pR1jc4;W2HJMNYS#)AeT#D=xAXvH*2*6g%(WVL5DjP zgJ0QS>qwhFiTHEbK&&Z{!8I=W%^QBK4*aA|0At(K92>NeYZ(t{dx`^ogj}Iz8H1IT z!>Av$sOde$4oaqhmbuxHz^oM??pN*|<308vUE{{BJD84I9)0x`nhX!1}3x#k^pj2x9H7`WIQuiRtDZ-i9U++PbicG|xo zgW7vKMcPQdRXgKP{scN&cMuF#fNBT;8b6}|@>ON`6}0MK$4y|dOfiCH)3>{h?rF8` ztWEU2%M1?>Zz?J%m;kM|Sy9qb>74(9z#E~y)O7b6ZUkMQh9f|gp|^VhgzkAn+ok~g z*Noyo9neEf`O6V1IyZObgk63a3s`h5s0vS8Za$SZHL>$>cltET?%(42S~aKBHNWF$ z!|vtzDC=?eB@1+^#{2!d@^l_CpTB@;3TmM1AmYX&WEOOADNc$nl~%G_uXOK|U84=&3p$ueL4YicmzU@sTG)`E-}ymQ zK^~QIzWCK!!6~(E-b9`k4bW}gVb%Pra>E?U&pN{0fvB402m@Qf5TieROyM+75iE9y zckD{}H*A?ZRTcZAp~jr5ny0Y+5o7t95~mVyExZ&g{X8`1M4)vx(`!~cRiLfv=tC1= zG)jM){&?cZ1D#X;APj2=b2wo0sT z(m*xv3*>Ir2>@S!l_L6c>6oA+(jyB%RRbo zFi2bFeFW=+x!IU z_3^}(Ntj$M`&}M|{*{zm>`p!_pICyN@Hy`VUtoBIfkFW|rtib^;DMeV+*K{%YU{7n zLdW?J6L!%c1d7cw86Xez@D5USuYqnNY*!gyEot@o(}(Br*e=&8d5*|$@$gnEmF-a5 zsjjxV^98!+*}sPW%i`!l$jJOI8q|CI(t(@O-0#=V67{~;#?(<}2k6?ns^XSy;fy|- z!3S4Etc1N+*1s1ZM$Wm)G;mU{N}FKRQEU_!&yhfz-sh=nCDK$rMWi1vHDU|RBN``b zejK*3A9vM;G`So?oeqL+$xCYa67jwH#{GT5h2oBV>wVZ-@Ate*Q57F|M@lSWyl|0N zkG|FR2DF^u1foSg7Ned}lrr(qdtq_j_IcjDyYZe!B0SD#TD7jN+%o37C45_d_g3w= zx-Gn%r}*3T`0?`FXsvQXD#yoez4uZ9@N;^k37*U^KQC`DF4G=FJ_zn`u!LAI>1kUl zk%Y0&AO_Vn-fDxzV6jbp3aF+C_VNDA5Av z`X^J)UPL$!205F?gJdV#Qao?bXZq>gT2)P&A>&&@U?y>@YaG+8`l#A*sWP5>`Uu{Q zov>khjhpJE$q)Y7A^*n7Tx$RAPCltITx2$Oc9N6b(%d$cC{r*ok+$vq0NTRv#qLC} zB*_FEOLy#;mks{#$sKsj{D27z!`Pf^R3{TvdFIuDe|pu8RPl}KQ=gsTOlfgq^*jTQ zwkN#@Or!Nf9%(#s*eGn*0cu0#_n!1Ae;LD^y#NdHh!9XqU>UoWi4N*De#`nw&34Ia z>^hJBZfPcXf+kD`iJU{(9QgXWmUwStEZ)HNS5Xz+~ zfYwQn8rE_JH@c^}lhg8o?)rtqAVw1qLcXGIT*I0I-@^p@`c?H~ra*rwgUV&)@XQyq z)B1x_+!Fd$z{59LPst`P+|y=@wNr+XNb~9?s_oVy5)qSCPdkqtCgGOjE$m_eotx`! zi94irNo4=*BbT*R7A0_(C-;?*1RDzgZ;jI4T>J9V2D?7;*jp*+VMIQ z`UQdPD=AS!yen71bA@`*=b9~+hyT#wX81luQ?jNUdk5CBuWhl}=h(hw%}|!Xwya8_ zI&#IbU&gKxGwB%q(DKx*b~qdcyu>OTV9E zf$#K*94bW~>G>-&lLu3RhdJSQ6}5D7l68+#USjsR*~v zjV;X2X^s5c92ParSuNa(<|we8sQ*!@q^d8n^Yo})1wWh1HrDvG^~E%{8tSQmjq451 z2+=}X_OGU;Xuggb?Mgj+F-Tk-_YfM?xh9y0(;pB>w&BS8;9~tP%FU3yQq?y0;0ko@ z-pF-SC46zm?uF$~i6bsXk9HgU<(0l@uP~!u(u)$R*yEZ;r$gv&|cugK*W& zLXqh`3p&@pPPO7`t_@-BA&ytVYrN>D<$bsvA97pt+49xapnXCVftrTi=rA@v**<%} z5z^mdl_(={&Z#OB!!l{eX7dQQHjK=8a0BX4Y?S+`C2AX$>9)pU@02%{wbPDNjT{ds zFdnW%=}d0lkG?-HlNZj`p{`1Qr38i86k41Tm^}WM!~Aih&unaJRpsff0FeUF_^s`8 z0E($TqTlX-?!vSt(7Q2fEnhqRc2;<|Okza}tAFcTk4EgoA(q-|N1c}2h4J}POvOZ& zsj_W|rTxN(A{1&fwn5uCU2eOW=XWA{;%GoHVM55q^Uh;rW)0fE&;7(A%f_T`Tokf+ z4cEK1e4n>L8S}!aW?NFmB3fs4h}z`ty@8)m{{aX(#DsE?0F;^AB!BgeM|@B0!Lk&L zq}T@TqA}@ z$>mA|@(tDAH9fUkJMy<_hpl4@B3ON_q!a{J&R#Sw&qR(guBLWmhd%!G_nZ%{h+j4n z3-dK>p3%=~V$<#u{J@boy*A6{@-u~kfRuvBhcB;Z5~od5sjp)9(_^<9hz=tw~=QTVUNGH0UZ=F4PKqmzRv`>ySEoy4QOJ63R!mll}h?stW_sH6K z!>!{uw~OhPqA2U1m{|>!1T0I}R<{O^s}0NeEMY{}=)(5>F2Gm(Z{IfDEz#7BRleRu zLe`?rF*d4LE&69%2p1!voLT6znkQ?^!RanX83;r5oZ?Ri^pl0V`sa}pS`Nghd=1mQigo<71SZSHD@>}n+KdAlun?p6fzQIh~S!gjj z|0w=gzDXh=mA)2P;=NoKoetF&FQ3v#wGCdl_1!Bz)gf8J^!EJ*zps%oN(hAodo2yR zXPuSyb(q4Q!lJ;lJnAi0%c7x~`krNU4(}RNqm>kUzpD{eth!zeHjEJ+t9Pt=MQGB0f zh21oE`}aLFRu&Kef3@!&a4Vs5h)r0rAD1EMo?H{=p0vu=faXtI`z%TIUQT?JvKu`x z`iBM${+5Ff4F9qRii^)QX2fkT^{P&-wc|hxCR92{~qr{z`R&oiXY3!zxA1vfO{KR4gNeR;{VMc zVr-f;Uu~y8T?fN4p2Qt&#vIFKPdj9=p-*XP&n-8FKU(`YirEilW@1V${D2#u&>rU` zUMebo$8i>ZKYK;Q#0|a6Ho+$}saMEc{%PW`aY7)HOu(OPzC}mFzBjCR)tcTMh3%S} zJVaUU%V@rqDgTvF&U9Pp&A$^s@Ze?zn)hbGviCCcBcAQ{hWxZ$%7LOXbshF&cM5tD zwiPS?Ef(E*ke(B_2^Pyplh0m^MJg9_;|2FL;7uPIs<7@^)-*~Dvj0Z*WdVr@$^4_H z-@PIUhXc2Ni{aI7jPoord|C_S8BIbsUOo4p06m>Bxc5v-IWU+@vS*VGJ}c@0CZ|KV zLxxt;%e_lz(UEcOPc!z(;FQ1)zrhxMNLaVNJx+GpZ)0PuG9@ZERrU^0PuLh%U%rY` zYLff!G6IxjU!Qe+Ft@Kqi6D-HK>oZVz;j(SYn^w`yX36MpaE5#_vY~8;lsOpN@4&0 z4szp_FZHDXRa&&+c2LW8WDbgVd!_`F0}bjp%6ityz|@F2q{uK~{`Y;^H`LTmO$$7VQ0y*K4wA%ccG6m%%ggg!p9~kZQw8a(8~_lw6XF z)xhR-P^r7)vxD4=2Z2A*8n=4s-q8bS zzchvaJWQ^Xp~?t>_ED*te*Ql<{|%_6%?)%cV=y@qFxt2g)0<IizJW_8Uwc>bxoCtI+9oHS4X!m;S>5XawB<7a!`;%qy{RNi9 zqPKplm)6zIib;5^H7a}x?i2Pj*_h>~>(l+uBN`2EhF4Wi=B4rjh^W+?4D7P2GpQip zr@ZGXxeuk@CB_jkX_6S{7&w(Hj!gV@1?$ z4_%FHR^lgbrb4gNE@$^D8URYHO#I~nU-wtm02Eb@s(uFuBV;T?K&dzfwaAW#*REVu z20TR|;{d0sL~3gf+6gd}4|dlc0G%bqS!@V^gWjm!EmxhyC!C;DR>G=4ZWq}-B?5p* zE&g&2a+li4VCv5r z>_yizC+=JA^iqFDfY$6IdP{v_9?%K~q-rTy4xg16JMx!zfma!@yv$L;NbdZ^wgT|z z_}O|)A7CDFs)*++u!p_ug97ZK2h5db5>F!_VKPvC0)T<`T@tv)B%TlakOzKA`I~x<@Hx=5k4FG7^NfIm=>X{zKKWK1{Gv%DXeX-fpX0PMDApd_oZ-2EZloO-e;pD$2RrbxZ3QQ#)7pkzuz!jqm`=C zj8c2FnDLt~R9HX&Dxg!lDB9AU&;EXuRYxp-jGSG!z?rG3@$I?GFTAZDu|qX!dd{9bH{UgWFfyR`=q@Sm=LFmt+)gSjb-&dKpSF1vlT z2mM)+)m*_l%Jh$9>F)Q3emq1ymNGpOwJUA2uD=VYP7>)_eHsm^i9%m}c&~-3c=w?T zZU(2{^HB`95RfOke1Os)xDfRuYLKOChORn2k_YVZHmBn9vf>h825)3_MZ2Gd6Tc+wZ}EN|HPu$!9bS8 zvvdHBl*!|4Pv%{20uT)+)sQr3BC)VK>4dz4|K9sI`fw`;KD#KDL!T+k?9s4ftYqW=6Iiw3gOa?m|M>ILE=qlij;aOM~gItCKi zR8#olO7L8`acdN60p4F~{Mari^+ugo7l1iR0MNY!z}onep8*92=e}DKvEA20YC-7b zfS$)55B)zdXhlVZR~GO_a#3tPoXeeZANVtuEAHF{_mHij=^>ZbiKmj2PHp-=1wb_rc2B4GS1Ay*)Tz5slm3cQ!Zl8>%2XLY=AgvDINoXT8 zfIy3l@AyAI4|8ykZkd{{0!5UQCQ3t*chXqt*6z=KJNX;bi z>DWam(<+Rq?Uxb&U4dviK8kYeqlHrIgObxAMwDNAD?$?}xQKn38U<6!K0(Me`-aE^ zg41&!3=j}~2Gw_I(EV3;FbZl4ABHZ`s{kqzT08i8>1=Rij>v7}1IOzxP^vxSxX&M^ zFUL1M1wmL!{W8WyMnjYg(!6wXXXFPasvM`i-(=>UU|Sx0vZr9}KPG3v-Jbq6)o zpgYiEH8ODUhsMKCaDh5p{gJUTULEcT6vR)u08xNKoAcz#(C%>45=&+rCb|51>Qy<^86la@VN{nz6ol_Yax*4F;=G%N!wx zUwZVKwv)p28n#hUj7zM52gmhx@!)5sG}gOC7TNXdXXYD>nH-vEn|+=q86Zw7TJ}J) z<|*RsmN>KvytD?eU&{&VP?;2X?DNz@9)Lb=m2x}_+us` z%S#b}{8VJZl@q|SW&@ygbxJsVE<#zn7#{rL6tnbV!=$<_C)iM^jv9}YA{I$%rx%Jx z*9J3*VVk;(#uYX{4TBi`2_e33x9gjdKu3l;Xgm`j#Yo&VeULCid3U}@{Gq8F zdH_UwfY;7%J)MY}cC<>RVCf!fL>?fKYqUV!f0q_JkA=Ux zY-YcSx2f@O-a@s|2;#YRu{b_Xr~xw+dldGGzU)XJ%GiCLCTgqh(|#53mC&e6zIiEu zt}-F4H+bHe=cUN>Op)7^P>G!>@MvmdkG^gE>=MCM+Si^4fAAy%3R`d+LIjB2rHh8^ z0qi9&^GVFpSZD%m+b=gHvi$Y|DU@QO+EGS33Sj<6RmH^)+Tiyp`>xBqr?Ef(m0$M# zcNUm)=rDQ-+4rHxb6A00wDeu=^R>f#Cdb*J+B@>}6Vtm@)@89-v+7Jk|A{UUQx`OB zqU6Pj{mTFdB$Sb~_Gs*m)d&~p*P|Mb-R@IaWR^#ZS!I9N;u$_qLszE6CIz?@*hUI0 z=xb+r*#?LWIMB8W*l2U2(p8R@KmaU9x$e=x7_tPlQj99r9uSL?2D(Ze8QvTx!KiQ9 z6R@uVSj!jBRaS7kl_MiHQjG-dKe{5*UM{46dNDBz@jKH32^17A<331s+g`BBwrzI&4iJVY*~+UMiPYNPT2 zPHz=RT?c{^0B-+`s~E~Z?|>&V^2EmaX?$LMS?H*L?a zSZ_*T#a|->_MEjqNlbiu4umn0BM89v7YOC+X8zJgW`{2n&!hTddW@Z9@ZeQ`TF6gF-b6YaTCmU>Qi7n zh+m>AV5#me>radbqQg%pw`y%QS4~-RPROTRJ;Io+S|2Ys_N=&1;n8MmP_gHrH*E%Z zMt_S;Zue0R0Ym;uBWH5@x3aRYt%pU>FQVjXzW7VeY;=H{#D|XJ>8)?QZgp;-yvZlQ z*UVO#=Zl^%OVx^@+#8Q~>~>L@GAYk|L}xHyG~m8_4U0`b>GU}nui1=@jI&NKj9%RI z*OgdPTbBCT)GNlkNTGA?E!nWX2A`qRg2?){@)-0TKJ4VSkVr#e3#Uzv?R*(IdsC_R zuYFu=tpx8Ws@P@Bc`~NiDl2nRT6RvsiYyTb))v(s z!Hq$Ah0PxvTuIl4p?7ho%fPs-EQG<_!*)XW@Q z*{EDb%joe$Po~`bSKY3CqoV26qPmk`LgvT`%+JKRwT{m{2{}^#WV&5S`JOF)YcFzB z$|a`Qanf~IOk_v|y={Hva~3E8bfhCGFR)Er_b;AyUVCxeAreLaX`Y$H#1=~6R+5cz zl9HIAo#GBX!P~}&iG_k*RPye{X0yqKOqs%twdJJoDdWPfA2qx&8e!cla;4(Y*>&6a zWw(V#iyL_y!?lNeBr=V)@eTT*o^*0?TM@p`lM+uhtLtMv?MOu#6ri~bg6lGz|75jW z?h|BmY^Uip2do{f^FxaOWXqyE8>k2_#g(H7OKW((B2^GQ)HBrx2YXzPoeseMZjOQV zP8%%Ty+d4n1-V!nHdd0;Wxt!GI;u9|ikGO0MP+|HHF3|4(l$)~k0-|P+!T6iedE_Z z#9dM`*D>AcDUiPUUa16Iteb<0b#QiFeeckvb!h%dZBZ&FIT!^5Y-kENwW%DU@^($p zn>jL@A{0U|;P4LDf%c<6&-=}@1hb;Fw)w?(mvafS=|DrIkAvv50i2P0OL2!p)0Smj zngvZKF+`^ZurFEw)!7h=1AY8Z&&h6wkn~*eW)cFTAdq#&TkV)bW7wdhjsM7J?@L|J z>m?{oB~Mi+Y%Suk)l1#VJ3Pjv`$BbY_k=r#&0n8Xpl<{_?aDw~;doJrMr(_(6u>vw zDQL|-h*EmgxJmW1Xq`FJ#`SaYp0@jSkQnV=G3wVLH-Yn@RN+MfqBHLOevb`VOUYepokVpzU zZ3T#{AtP%O60w;w#Wsb{_%`w_@2f}S8dPoQRUXqp%$|G%0fNL7UWOgX)m6s%Lo{U; zTL5;d7YW%eg9P39ijZ%9*u{Cr2!6yLFL*Rj{kE|Wu)$ryl? zEE2O470ZRstGATluIY9M1Ny*| zVIlg)k938E&drWN__hS(G)xvZ#5;EA-;Z8e$kWz#Ps}XLRntP5_g2axi3d^G zw{r9PhU*vZX$58Gu;U^N7jX-WK*LUzkwa?DiZQA;>L5Pg+8`TV&!+1%cnh^AemVDj z^69iRtK~29pn;K|#(wYNS{%2VI>h&E2jIAxWG(i3?>+;y7DNV@ZLDilCh7i4T(%7$ zW+q3~oe)_)rgwmHW>S0)pi*kH7hP*voIOMfkx*Ux5LfH~m?W&xcVq8D?{6Q*$8)>j z_E4(#U7lKvOz>KAbQzhv<94a;&g?ddSGw7W2p=8gjJq36EA`kayIXS0PM~YD;dhez zy?AJ=Sto1xZ4V8eD{@yPZyH$YTk6N0d8!HIo^OXZn|OT}x%SJK$!R?4)`;UR#m*HR*?|VzrWRb zbL4KwxdMu)671O-EtQSFR`;H5sxt=m3hQ_6Pc)*Z)?q z5n5u+(o*XVP@U50f@Mxc<%?%w$I}8WY_r%`*o(+96wpeIXZzhfo^szB{D;-7;wM9- zKH0R-$JB0D+{s%iR@<>#x7F$&M)e>9^r+%*-Bi3{JGEWKBI%8@0WL+fgQG)-6L5#y8MlMU7{ zO)MD~(6a-BSLA}aQo>y{mEez7bKj?UKc7o6{+S}ayPN9Ob;%{R7^(5xkY_nE#kzV| zip*-GZE|($G#|E3KG{BeKZf}}zc%qM9tdq}&o|sN z%UM`HE{Ef0b#<+enwxOri)<{!1Q!S{Qxfx~eHu}nShmmKNx$Dea&_5WyvmJZP0da5 z)W6kVmGU`*;&Y;mxv?r~m4n<3$5sYK1{p7J20d4=;Zh(v+o8XL$2&b> zmMxBC=-AzqJb;$%8X%f(vB_>o!FXf^qko?NZdCN4)iT^8h-WKKB%W#*snU(V$qLr(m$PCtD#ru?Q}=;q?LPqAy03sF%~FYhdXuphfz{dVgkkLtpqB}Qt+$|FOV5?&;iEw^|%?fvjLnm!}<6%<-D=mK$& zbyRoI16>@@2>+CVZbQgu=$e*}9DQ8dD=RDGY~eSWOG11$K!mwqp}I)HVAdmsQJ$OH zIK0zm2~)H4=V-jIe4$w#th)*+W5YKEx^|g(B*;FxHIKju@ss%Flh^{}amFuBlQ==l zk=QT)ER8gWEaZ;gvur9h4n-oafkk2hUx@5^f7#1^x!DI0zt3$t>dff`zOuxAo?mpR zmFrB?l&8u4AMcwiA3c=vbiDTB0X40NaMnF-D>;kjlNVando-xhd$bZ+J#I11cl1MW z?dPSYnIkQ%maZ<+OU@U0NRE6P8v0gh(aNJ9@bv1);Ju!*l@*9rUS{UJ)YrIa;(O1H zHB2M#DV!cHv_zi=C#wz?3e{QO7+-$xcFjGS6$<4;fO26;V>~XX{+hTok zAaHzy>%*WX(bxLqBis;%svMdEs}~-a|ylP=fCJ6{@$um%!(|HTLR~ZWq4yOE?L3pq^b2!QnAU|gm8Nxg=IUk@CLNYcc zt(-+|*(#*WD13)@kQrM}Nc(K2f#gm^^Vui&d}SL*&^O2kDJ0o0rQ4=SGZyCG@v|g+ zsGAv}mr7~Ee#yUz!sN`w09NV@zng@YFVXSM>3EsLzw#(HX0A_!i2xCJ64Lt1U*;%+ z%FtdgJ`*uw7}C)@<&V|9&OPR5zD8JuhPUWt(-ciHN8Tks$GmVmV0eg>3+tYCo>tnW zat%{Z5Zuy-X+sQ%-Z74hn~E;(WNYR15dl^Z_HA-9{yyX&^v?0%CxHYNPzbs|&%mm6 z(tp>|pp9Q%_Cg(n#4XXFgOA!j@Z#{WHqv58G7UGX|V@$C`1@ z{4&4%VjPSGtrt5&qxS=HG5dY;hau_hJzjg)N~Evg(6{AT{~Y2{cbKm|ab_E4eV#JQ zeBlCxAk0481=|2Q%2?a`{Q2{5@M156a7P)d?l=v|>#G(=f8FJ=ax2<0jBvSU9Rj=OY@xUlSF5&t`V%@JW zU3rJOTZpyEKs1+I*N;SZqThzFwO2g7j=`i0p0G9Y1}8_1;Y4f?+6yfO<0Jp#Mf+{{ zx{Kz=dur>idO{q&OUwSe@aNE!F_TpWtB~`>K%yVf)GStQpes^f3tpLGywqTNKCSrU z$6v~_bb+(15b&kbS zVgkI`0|?dD8W$q5vv$+R)nW3PA7QzIX4*GG2(3hkSkbKj_swDH?T0#fX(~De3foy$ ze0;b%pWepCYxfMZQSS%RK3a?==@B4(o*dO()gv)HHoi|OlbW#eibu8N;F9UHzosL& zb%z;vjdbme{go0N6KI(vu;{La82P$ZZ7bpMRG{a`iVrlJnk6ns5Ue`&GF~DKZWo1s z7sxjDqXh~p&-B(lh49)>!Jh-EpD=T}UXpb?y1+hA*mpJ!#p&RA4}J(-I_i1zCf&{S z(S1Kz>w6=YA#_u9x1Wg&#J-s~F*HmqFIVlFS?#>K+A5W*nB%QWB#d2;33T?*T9 z1>dQpfoh82n*=5s{x|2c&fRb+fUOR%@s_LneM}XG80e@kf&nYr34JM%D_X1@B= zG_snd8W`TYlulpWGLLWXXs59ab!~rT?**`cZV({Un6-5W-4gb3w+4VgDH;~%~0vK;-0Ce zi`Ot=2PyDT%!PY)U(|%SsP7XHpYiS1nvwh^T`rS$O`TXG8zM}kb*4X7C+nPI{?{h& zor1oiy0R=0TlW9f-tlzpbEnngcDvh?(z4R89^t%W>bOWCzi7}ZG(~vt&Wgj9-rz)2 z+(_7J;P;^xibX^a;f=eheuSA3n*?+Ob=6R_@dsz}6*Sou^Ch>kbiy6%_$nqx)(lTp z<@BJC{&N=7uuJoa|7MApPTq3lh$&Se4JS{>cz zh^;>Sno)aY`37R#dq&c>i7cPS14^UYo1vopF&17}gAFse3Vhq2qo29$)ROjf9W1a~ z5L&lMIS#rz5gPGLSeg43kYK|0IzrN`XCMQ3w$cmDUFUS(q;<-gs=P3*L@tL_O4X77 zHxPBppMiQjP~uc!zn_fq{OnWM>Knkhk9{Zjo_Uk+O`6J(URG$y_{Y8VD~0hZ4?bFg z4Iw=^B&6-ky>)ho4>zj-WcA8hCOV7GqDs;_r;vL7^G)P4R*(bT?b*k--J2?fhjU(C zIz8hy;py@YIVxW3MKH|ta8Eu7kxA%S(ddc=&1;ktB_V4@gV|WqXJvo<`t7NU z7xL{BTihYO$FHfYC%$M>G4h~%WS>$Zgcx#krC9}s&-xlCpfHc>t%Vc)e(Xcxe`=Xa zmVbQGQHHld^~5<7%~lPtV17DJQA4*9W6)cVm>wyC;4moW{d@e?@Tt#LRUlN-{u*Zw z;U#%E3_X4WF#$q2*pW-Et*uO9txphzm9&O1)8)jnKfAvtDUlp7DvZd3gwzO|N7du> z!y1mYj=dpBBVYy;rktxv3=wTgqKlBU0(QkVg5NJDE?vHS8PURD=-xX;HuL_+j~~B2 zKDG;aJ!$ah(T)cU#eaU0@V7fP@nB)4W6}oKp9k#0=e*m$KoqMmbVK5ngEwRTiiCaU zLo$=eD7#g=1(FLFG)roK#u)m8=qx13Wt#SFP*J6XxUJ#i$8<{jtyKr%P1*TPgzMLt z8R>%Ct#!9$iYl!MWSyLTc|an9+c~dNp4x1`?32?C2!Hd{Ob7%+AZETm0y)F>RL8M3 zp|-dQb^|O1`}r35OY>X-t8V2t?Opl%xTjB_nqmvV(j*BGLKHGTCU;5b3ia>b)7Kx1 zhKz_Vrj(9+ee&^pbpHM`@KJ;(oDEC^98!M`Zn!tA9PZ&*4A~OlG#S=2n>RKxc=!7C zzC1N?UyfE@c>r_VZPwA?cGGt;F^y(LJyP)pZ<2ohh-D^oAbRfSf;|Iyv%kOJBr#m~ zXGI=d{<9+RlRdZI?Mpe6Z(Nu483`YxzTKkYoegV4rTGTrO4L{%l`9f>7|F*l?UNM& zH>|U>^N5qozd*rK<>q_Ph>Ub!8y_Zvpbsvr8A<+ z6G^*X{NqHMOGg}y?;h+`C$1%0#WPCS-Yh_{+m6fhKh~>!}c0&k;KwHw05^RG1JT1Xv@O}XQH$c1-oh;Ts+uY56 zK7*O;`hzU3jQZWcs(xP&!0bsMHjKe>#|K0aetmY zQLkavKMscCR!P&*zBhz4^v?7-|1^#(A#23zLO8qzX!YbX0FBe1gnQtG-{+EGwo)JR zA1E{yklRG-{UbFXOX3@K^5}tB;iMcXPBqux9 ze@8$6=TkrU=VpO_pV7@;%s4%Pf`Y5T#}Rsl|+Wu z|DJmLoeP#UU!1X720Se?fJ%{M9s0tuJMPXXk%uW9YaR;C$M^#;stuHcye+!p8jBK6 zuJPGA-2j0(UEnm)`Y0rYxb(5Yjwg;>!P119*hf!G%lQ-FXH-$zz5g=Fes`Yn$hd~+qRDM;?)ZAp zkG{sZtvmcS9)4U{Uw^o3&-?5Cm(v;AonQ9lf3MPW=`A86k^6TG$lh^RE!&X!?&F=0tVi;C?T$rCqq`(k)BmeH%ZxanQP060PaS2#V_uh!?s94f%AUf(J zk+T9}z8(>QDJ;o9s(lUK1T_sG%C4#L@Vb3vf|a!zxN9l2r}X)jS_lYcJ_*9s7&r}O zPHttttN@X*tZ9C3?)M4w-Sm(vJmY6)crJ+fKsry2gEf7y{nOXUiv-fKdk<+qcQxc( zht~U`9Q5WEDM_wm=Q_Htv)*t}U&5jrMPLSy#?e^dcjyAmZNdMWN=Ho4fMG(cR5q@*B_yvdqsDS8sSE99V97^&SeD=J*YeKqs<=VeFbPCf?nAKi+|;kZ>% zk+DK}nXI0E^C759w3Ur~)!8dV9$z#dTZ$* zAnJzO^S&~tYwQ!#Bc2%G1dmBz3+=)Pb{)Ali4C zJasD*h3yUM!8?*i2N6$qSm-KbsBfr9(5DT9QaBzDr>q^yJK zcH!~4RHcKEd=p}`gx7~2;55OzCjQL7>+^dFAD&OkE77 z%x5`pjLi?HdFyj;fA=~cg{u^Do{!*=&zF(NSeZ$T(HmX~WJwnh1Llv3U&fn;S|M;s zA?=r0H!edmAoViA>9Gjs68`hkR5P?lt!KCk5bNKhY+tlNK4lrocL8^EgF zs*!Yo$G)HNsjDN$5$7>|2i){qrg}NA=Oh|_A=bAFQ3|xwx=Alt7bZs3FFQJ92#PUHw^@%tZ|E42v8w6Wmgnj; z_ockg;Fej>w*;^{BS1(4C#{QV1lK>Ei>cb!*hoDOZuy6bimgX3-JJ#S0Vv}@jIgH-`-FR{jErI zKi~)LR0GeZT%r0sY9p&6qzgxTUScQ#N=q%uQ-eE-Me>ep?9ix zw@9-F??a&-h|oJtXZ_8}D&2D%4dAlsd@pRBZ(bg9ZS2m?m1TeoaYa&@&2vk;%lKwO zpj=UC=Chd*zZ}&jk0$eP89w-Rlzfw$`$g)Vg$>ZCh>q8l z(Cyo|LxGMKrhTyxOk4B9o*L*5DO~H6140OV!R>>ZG_Pbm#lRc*N^~lL(8$DRelOzY z3TCom`qd^SIuaR?(Ois3S65do#os$;@ip!(2rK2CcMx=eK2$RWnlxcdO9p|_{O1{c zPwD~q(`m-Upg-jE@q%`g*gtonl&~3Slu#@T`#tD*cvQWDM&KAh^gaD>m?}0l_Sp6B ztrH^iKQ0?-ybB(qS0F{9V7@ct4Hvq-!z_tDiOYb&SVK%!T`E5JIt&Olo z&hHkpZ^et`jmD2|yqY?-6!Faufsi(v?%Sal=30x^%7citJ8T`GrUoK(pEEN^NLgW} zbyY2h-WtzB%;|UuPhzn%muUG+>KPy)j*dunNsYf_@zr8v{0W46adHaMOXY8Ne?>jX z#grft6n>h8AmDAM>sj^n_4JFAz}GINemITpx5Lb@Qd@rm{#JEz9OyQ_!HEpGcAE1^S4lhdMff z^vyDm?>0qKQ^#3OrmU7ubP!_{3fnZhJ!rmT&hcesB!>G>QHip6ied&!nW8z27C0#A^E`tyx3YE$9vh_xL__1OX_YITF0@Xw&Z5&gfsdxOq$a37ZWubdcFlV3yPW8KZrmwC;u|geK3cu`4R9&|GB7K!@B}kO}nnOX^P>Bt-q>F{tRKBhU^6k zBbW)bBTZ5&1i)@lbV2`_!WHHk1KnAg=e7CT3nddQ91X7A2G-2^Y(z|KB7Dc~XmH2= z#Nk;KW4_eBK(~&*8RN(M^6z;Z-(Vm6i9qTJX2#}9Of-MndEw&SqTil9uMYSLiBHwq z+_xbYl9Tiowup*2b!qaNZ)jFv)6(uP3v|WE3B6(7^maE<4{NB)i$}eemv=p6w)cP-pcosKNH6MtF>=6BKu~t>V zgx(nj+Y%$hOyord!h)4UQ?<>3fk|QCYzwNa{P6W$QyYLm|)K$ng;jL{qUq>RHiT$~3wo za&KSuXI7BBmem^OtX`BhC50jN9i>Lct4 ztx2P+m&o-yXZ@iMUzD&WGZOkL`zp-6SLe!~^zYutOIH?WenS`4)ANf56>Exk-r4Ye z@1Z1ztb1L?xq;m~@rDgjB*%`WJMvR!8S>zO)IAv!9j)yc;oS?@hsn$)AwK>ezP{wGqsmepJVE7c&Ld?gzgxIh2m$I&B$$_^1x4vXlpuq35C zqR&gSCnX>-*x82;OAEoNZ%ChKb)lEeg|NIGL{gNd`z}T>I0V1-6_b}VCTL&I^kO6- z&pPI^C70>LEE5h0;9Q5*JHBgf4!}{FD_Qs;n0or_qyn{O8U>&hIXb?3fcL z@_yPT3E<@8{v@#)97vfaUhhD;@;da?hfn)x$3JXlLa&vtp80qZ?fvmYOeq5qM00)j zdi(N`2siRuH6eNHO!dS!5*K*q2Rixos*#@FJ2;4(G7N{oo||r6f;KWWm1b(qzUD^r zK|vCo>X<)0kwCaHWAvW|Nhv$Bm)3eVC)$E3$mcig{-9b@>C`UKqx~}QChehyP$feN`6Y^80kap7GX$n%7Q#KtjT!qCXx+UDh5HYe(Mk%dMQ;myxjF?*< zh>sFDir_Fb5#(s;_BJ52dYLx}u*UQOj$Lo?5j%rS@Gu&H>MNa$~u zqM&f?%#*Jbppw4Y<85rAS5ZcFO#zs@rpnD%uRR5%Sl=_qDM`T;fEWGKg2%@#Fc!)% zM4Y!NH;=qIS)5X;YnZgWYk8 z0>PiJkV2>^f`R#Ver8bAaqC%`*eiPybmEntQ)llk`yJ2-{ZhLaW5jET8GU?E)E_?Z+ zO#PDn$jh-yE48R1rHA$U#&wUrjT&s1K^m##} z7dV@}$P?v-z|MaCU*SCF=$QOkPbmZP3Ca=DR(1tylnq!Y%8=hMD`DTbOeV(HgyDl| z5bE&_4O^I1^hWXLy*`*r)e^Nb-{{cuQd()u6MuVIR9I!8k}^}0DSjVl41z}nDNEvi$=haK9t<&7$HnPQTy^J&8#ns5eA>}l! zObe#BCj+m!)w*M`QG3P?r&Ha#A*K@z(z68j57;=$uj7JeGC-Bb{4_Iq{ng1B+0w#V z5^v7nw8A|!z%Ixe>aXMi{{{(hCM&lvWR7aL!kIYS4!HLVQ#6?=*>73S4{07Tv>+Jk z5C0(izcpllh4$5Y1}jzN!PY2R!{_zjR-m;zfaM|zx=Hs(l zq5YSem=`6n5csBWkZ9kU_X7SlC=KxWl&JdYDKv(NA} z_cgNhcg>{-9z!2=85ddZl9%(+q}EOn?CY2HV_-9X=9#ncOEd)Js#PX=Xnx2D-{Abg zAG)OZ3Y*GE4M5qKRVASA6V^B!sXb@swrq9R_gSRI* zR066{B@@stCkY9OZKwFusRtzoq3+mr00MRrz_)2A&Vi_oDyoCi zdwBJX3qhBcp!sJ#E*48c2!n-BlMW}e^e+hZA@x|({zM2Qz3+-DxxeoR#p$ zhs#XiB`zIaZr!Hx{2^a&u*ggb1}id9?SWN&0Rqghq8?@2t*#P_TmMXCU< znA7yY=@?gRHc^f`na{(`y%T16cQqAxu9XKQdFFr{a^YNkb#d{^&k-+>geF~I1z^Sl zMPV=lB%yzd(KE72QFpVHd3By>bKNA_HO{$!SIL{7p_9f0bwel+h(zwL6c;2Zn+}f-fOlGrb{sST9%fUrpmX7^5qVb z3lG(mr%7^1J^*R-K!7xM-}8&A_OkdlW21G39ArDR8UL)otU<)$kNGi@`&7XeHR+Te z9`(SVz^5;}oZ>&fcxLg7arh}y3KnE+N)-M5##4t^lE)XR&p!Xe!vI3klk(NX3`7Mx zt+)7%)FJmvA|)1>$jZm=`Q>MOEu^~lK0_V)O!Ur!rBgaW1yUsGXFfavH3cUfRsm2* z03*2~0*COdEK73#fl!JSeLF`TtBwx((?JR_=;c;=jA&tl8+aM*r~=lLOe2=dc5UhG z?*t&hZBtf4@k=dGOWrN@*cfUo`1C7VBQ6gok$UngO50h2xOI}KQAXyQ?m0;Rr;udh zQjsQuf*5Lj0-Q3F)Q`hYqagvPKqc0;;}fV zvs`=ya{4W;VW5I?bAxB+%32QmZVnL(V2Ik!D{K~~c+!2RN6BOHZY=Q!#UgpCgi`JLAFrVf+c{X%2}6djn6V-~?qGB{;rt$?@Dc zkkoF0X|E;%At6HmJdM$ZeUk!-q<|R%EoG%k$Fs~*XRG?u3TZjLQ#=o8u=~oyRB^}; z#Y8cUxCm76lFFi0y}sc~^7X?llprZ_2*JHhnpYPuRIe6lzNa5({X%MgDT>aWA-V-> z6*!N2UA2F?HR+-72Tj@q;=NVi%uqQu>B#lGDxZOZ9oT4?id5mz)9RYcqO(8+&K?+S z%5$Ce3mbka-=EiT5}e!TpWPruhT94bt8-I9<@nxuzg6R(iBoU$8-KPW3y22?x-2!t zS!@-au0e}0jFOnmJgNkex)T5>)c}B#cwBtE`7k&#ck}j-%fFA61wZ&)i zH2bukEuP6og^q%4d*zc`t^{P7?5oqYQ-+Vph@P+*(Wu0U>NKF@1B2Abja2-Ds7}x`GRtq9WKp+h-5qIqk zAeEnOeM~Y6kyldskN^N!`&4&0vG<#xFkfHEqp0n1zE5%-uikZ7(6r{vsJ9R8E(aM` zdh8tS1U((1NlL06hUCS+eywQ^xR|2=Hp^rC{c}uE^cL=`dx=x`|7`6KffX;O^h36P00Np%;1Tr>k& z&9=j`#An*%$NOErg-tw9fROtYLTnxLIq69qDzxJz%JD-Iq!c2Ul~UUx7@+3+DU+C* zXo!UPq1P3FGik{`V5F_49#YgLkGq$jH-o$P!n@IHxyS|EmR!%tW^uwM{`!ie_QJV; zYp-^}`02nmUKZ}8pHunbjtXOSdnFoIA4t{K z%Pr+#X<{xwM9I%yNfdFOs*8b~z3UKQXJ;oAJnS@i&mrYcLFL%x3Yx#e%yX2*VB&(R zq=Al@d3Bo2(Ll0m(L1xTZV=6<_ql^n{-QF;xfh8{Pd(o^jn3+7g4h$4kmg*FXEboI z)Z{a8Fw|Y3VlG6#vvRf;7*X};I^k9WySCA5VsDzc`Pd_#>0xl#C)13&S~sb!&l_z} zB7|TCI~lb3&d)CasZXUI-LRaogm7_lU*@~!LcT8UG)enkH2@v;M=a;6!;dE!rTR~n zU(gqO;+db7U~5%g*VBW)T3o$xGU7RP+KF~Hc}}7m=UUky<1*e=M1ofXK2Juc(h-TI zMLr`|xWj*5C2l)-gh)RnJ&6kpNP)dC%!+zwkK=YN0fW9&tQ(~JnVG0*o(;*sbslma zQmQ>e6>L-`AH#KT6k?p<$iVXc7auWOOq$Vc>oVu1Un4_igx&skWI3P=(vk7RYGexQ z{>#w+IXEiW4zQ3om!|zs%^Cr9`|@V%Ui(TDfCG_c%14yMR89hHLuQY^`(GuXI8x2A zU9bH{BOfP1vl1!RI23Hov&2H=gbps0bSyH(OI&{S1;Vf1H#(3VdtL>ycFx8Jz-5eK z26?tu-w);D)Rp;O4izdf5|+>Z64E4L8ETFrjR9PYZVVU{(^IMu#Na7ehLPPR20fL`Azd~Nl+{%+yExlGc%=(1I z_8M_)QY2Sw6iUr8EiLgZZQm_=B9v>zpl~HyOj2yzIFH^{GK{Vsaj|yOZIXou$`;5(~!EzHK<-M^cF znMha1P+j_`#xp4r?5q&f%XX{k-g+a*z97XDff_T(p?fA@Q%%Ue4*aK_;~3PZRT02# z-hK9v`cLHx$emA&E9M@$ZQ=Y2d@v&txSe^mMOWA8TN? z>Tot@)J&6fYb3jIa+ag5lkICFhm1o*?;r9FjY`HAP8$FGDNgnQRkDe_Co?OG78cbosn~ciq74Pb z-aBo&qq-g=htE&%M3y*^ZJFn=F0#_@@vyd)AXikQPbOxVcs@A&$Oh9-quI3CDU=*5 zL)q^S*-bu4P3e(Le4FSalFQ*l@QX~hcf`Rq=e@|kpWp*6!G>Ks89R>eU%rsf5yG1> zwg2{q*y3!4aEP?W6ow2U09gBdRB=@!cdFriToLKZi^c%M z`UB}+%TjQ$ZSN@~@!l`{upVf5Fx+<`2s=u0uOAe2k>xAxc{k66fj1od?L}^VFeqL+_v8N|bkXq$;{e(t1g^seC(B{szrQ@Q&w?N)XbHo-r7)YZ$qgKcqNNc`ox_ zk-fbr)`4>+t%{T8{B|MFsf@@q#!A1(&-i~ibq^JzFeP9o5O`*R+f9Bj+R{JScLjSR zD2g4xI7i{GhpdAk0aPL^_)bZ=C5zff?;TZ6n&MIEUq4CIf=V)eZ3q5^p4;YbbT$FJ|tj7frbC9olCB}-qxw7QigIb`?M-b7!b8f|`d;9h0fJLe_{v$|Y) zk1|L5q`}ts$EIbu3gE(LY~Pn2(gFxj3-Q;uzOZixkP&6Qs!|=Ms=x4G0^s8{_t{RU zir=I#333knH*O|<^>ph~YSU+|!uCXTDjM0dLXFG!AuR#+dh^UOA~L7-V`$4dOMJ3x zKA5L1wSPH(j`HO3ru~fU@nt{HL5sL}tk9<``)vpTxpB)6ptOCE|Ff)yiB;^-XEr@? zJrxedq?mj}Ixr_Rs#|YP5D79B&XLwtiOM^s#UxJi2+6-PKfA$4wB!%Fm33~&r*kDX zKX2spl7H9er?Xve@2_WO*UJ5{BbGNfV5RRl`quutw35m`ckuIX5J)3w?(Rr(XE=Wf zm(_qDa}CySF;`Sx`fU+j>a$unh?_1A?0IrPh!wJazERSfzmt#&^ z6uo-MB{Z;SeS3Di8-Bsq^qAI?jzw;L>D)-=-c^y4Q4$r^)3QH*pMxkde_F?0nDw1! z*+*f&yX{=0w@yAHQXX_CnLH6e6wJb*t76pl;@sCpj^{l@>vyRf-ek7kYhfIFy5;(Q zpltzN?W;`PmliSdRgmVIq7dKa&(Hkn)GUKkt>kpc+Igh%cTRyBz1=#&#*zdPY9hDl za&X)F{Ha7>vc9KD!t`2J+dt*dgkA33msf1bja1v9n$mHpczzdN+~;L1saGj@j-QdG zkfpM*K>LaMG|^^ME->c*w9Pupx>C`XgS*%=uFBpiofP{KC*Z_<*|$!vw+u>?tIp+&Vp#t*sc8Z z$zdm%eP-V>wX7=5^#l7KH>0|I;4;E@X8A2n?2>&pdMFz_G9G@?gV8iP^o=|nX@}-* zT9(gUDp~mz7b4hRa*(PjDH~=?rQ`h>i?>&&hn=6XC!akqP?3FPL!%3!jwIQ@c%Na` zM)~cTnIz2A<*H^-U&|6Z_G-@Q3DBUcXkFNU7|EVd@ZqFvQk+@u`Pmi76G;JKX|N`p zhOCnX+v?Ogihn#$>7sRqb@vr&I{cNteBOg6A6?PjpV=rl6y}>EvK`VQPN<2P`&?9s z!{lmEB8Z`iF`7i3W0_$ogWp&n52ZA6x{L+e;FhbRjA1X8he`=AxP+dhxkL0zlU8M1 zKEZFENl#xNA^2(Pvgj6Le`TYU}5VIRPEQn*_zh@pfugFzE}oyh-0$3(BHlC5#4@^Ot_V1wt@22SGbnY3-C6q1J0g+VLw-$|g{y|U}9g9g%XDeHn`$Cn6l-oWC zjBtT9n{8wEE(AB2_P!3B_wMNded71&e}2q$8Rx>3Zp>Xe>vQBZw~1jG zO)(0<2BzkW)?q|BZeMj7cq!41jj5WNN>FvJ+J6ifNjZ&&amFNGcbuG@aL#>RFt7Za z7D6#>;=(Q<=u;FnVN&_xb2aoRE(b`@%8dhpqy}V=cxZVL#kYcb_XR8;hFjPVf0yU1 zy8h7OZ+eH{@90*|F1svNnT{GzxW~H0Rr$QaMZelo5XalcDZ@0OUUM1X>@Ud1FijsXN+BfYOvGaOruPIFs9IEF(~6g{NqW6N-;JYr>!ZMp+n&=UY43}T zD}n>MvlRrzxTb0fo5>2_ zxXzsjL)9OecgA;DNq5c7Q}Ih5mho!rXvkF6_KmFxna}sFtx9gP;T2Q$bT>(BKmK&=)?-?YQtB}^yjXs+@ z-4%{ckrpf%ZDC}|gj20ET2eI1I%%9{b#+x|NJwiaT*G$)^+|4-5_b|-ley;LzR-&v zMDfRY0D*!FioXu;HXgnCDDy|t^rD~QXCq$eZ=)R-?o7KHeEY_EhtR|6zefTk5hx-hF)ZzL?g}%fMmrzw*&BufV38z)_>oDw8y&osEf*?wkfo}$6 zQw2b`_Vm>ip{c-k2LPkre#xVZJ_v-8XSj7;cWvp%sW)WepcGd@RhHcAtyLhh!;bMY zjyGdayck=3v-Eg0=pS_qWFvvTT%fC!$b@eeXyZ;g|!^uFSv{>_L3=2W@H4U2d3 zJZvSew)miuyi+&Xmr>>zXJNDC>zFtM$M(!X?guSNQ|wv-lwdrnR`x8CRl6&v5;|fz z4xEk5nnKucPc)0fj! z(?sg=K`MGfOV}1Cj~gMzErAC*7x?Z~)ldA=FW5>23BF=mZPu8D-FjF}Z4!HAZ!S{> zF9VRz7>9WoXS)}W!{y`$&I?N!4Uk0kzGa#^U_~@L!Im$lX~=x{F~3pC2lIl0!(s!b z4%me8_SrPxjG)Ik8mN^6M7sSWNs_M3#-fsvRn-sU98g3;^7!NJF1wr!>7&%7gEmz2 z$fD`e)xJ&Eo)tl1yd~j6qYZeVU0?9!`A~On;M5A%!V|{;QW}B3+YvhKc2xOGFx^FN~&)v%_{a37zAUp23T01H=UO zpf|r_ZPk2}k^-{M9l(F+?FTilU5%bcGLC zhYYI9w?`E^Q}4Xq^fTIFH_~}{fx2F&9<5=c)c_jzdW#a?!WNMw*MM(EOgq6;RrIzV zOZSa#opkBi+~ygn0ZdbC3kM_SApEyRZJ#m87J7CWUY6n3~5!U0AHPS zs#D#QM~OAg=zF}hr{a!&i9Sox((h|x?{JI~?axW`K0=|U0>oEy@PO0Q20oLO=5aJ6 z?AkHR%UGU$qtbN(+9A-l$srt@bN%uM{7uiLp~K}gqZ{Vd-a$jLGurrC8Bn%8&tSav z8gB~&+Hq`JgT2V;IdlLOv^}Ct>J3*!@`iMo{dfvv404U%?upkxPzE9|{zwY81_fo# zBdcSM6`ytz>8faskT)vr=B>Na+>VAejddn`a5@vuzVc4xDeE0unj?(tYIYuPkd=Pb zd^0*=E`a>gGFB?592PfU@6eHq%u}C?KU)HW4mTTFTtGPja}KD80pFgjFtWyC{|5AJ z%J^v4QE7*?a7upqCUFX3TG!zd<>14^!`mMp)qXqmK25X0U@tK#0B9ixfS;QH`KlJ+ zToaLu_JtyBfcRBob+zZ)eK9u#8?zfOJPgmb!KeaGsY+^+(i)@}kxT%`eP05SuTCCJ z+mEJw7PJxpsVaxCp9%0gwj+COjr6$VnjK-}Ksz^@u>Sb#zCMA{aA^KgOwMC|2<9ub zqPIC9ivw)A1{B|@2+I)2I5i@XQm72MqfWx~h9XRtu_-{W_R~u3FV(F2dLK}N&J5Ik zZxb${c? z^|R}HzCzs5!!vcTQBzZswy}f*RwIflf`dS4TJ)uUNC`Z4+*Xo^7S7p&AIPFZL8k%| zy);6rz)h~ekF5Rt@Y+64Z4hjm>`m-ig9)ON32j#{IHy*4#xgUg>}tZ7&Eh@W=u%2! zwz^rfI&AkvXV$FEOvDedF)DBGG}-I3zE;njL#@;R>P|yFmd5q>r{Mw@Ug#k4DU%Zu zH6@n;nQoAVFPO?yxMndpc1i|#R;-9XE=w zZD0ht=H*_baFnJ9*^Zal0@q{47G=KEyMRJE&*)7>CMStHjJ)FMe?5~?utArEpjCVZ z*sZD91HgQML-)W?j)qa^&%NQlYxS?-2xLgxTM4I*!7cgtDH*Hek!FpwxCMV-f}F^=prb764ZZ2?LU!l?za7Eh$+PhI zqM}34pY#MmtL6lEMhb|=5?G?Ph9;^VYR&l4AB^uJV8v$0ok&EL<%h6JPM!2dpmPIM zyBw`|$fSf%g%bQ=!skutVc7vAmBya-ZstN?vvX~ao`11hN`NIEQk7pQ?ORX z^2S2)a)5r$rIcv%?D6hE_CdGq&3O~f@inH?oYA>{Gcw#57vp$Obp%pQH}Jp#$P02| z`T)abB!hS$ffB)l?Rw}saDDk>wh+^!ggr_EilAX5P-^zrB~PP+1IBY12@ZY($5Ld= zQs8X9+AcO6)qKdv!0Ft)-T7!K?AF4a)3krwwATCv__xVXjRwPk5?i*;7XyCg`&gy3 zNn2LYT}Bs^ffMN+tOZZNoPctA(-zbjqsjY>cUn0362{%Sy$|B^{;dV5@^5G7lr=AF z1hXxW+pgd55?HA!P>Yp-X<#MLR_}hX!{zGNWGL{bu1<;Srhvu@8Cc|JgurGVc_ciT zdA;%szp>%ut|gaP?lYTB-q-w%go;o4XZ$DFO}FFb%3GVc+t(=Wh4?ZhXbcclx=5E_ zd?1W=%JapJN2wSZ{uD5M9`_=ya-AY4%_CKJa?Urx78~mEzSN_(Asw-@ERf-eKL_WPX>b^#DL!{Rf9|7rX7H;W^Wh#{!#~~6rmbg9Ipv{j z!M#j{$;LdAZCv6oCD^=Km?!g%g|L~0jd?c<=clt9arBHW_98e^%JYg_`&z166K`gR zZjQX>8l-(uaoxD|I!B6q9*L>%YJcQiHcWqumfvhH!kIa;YWXqopEz#pr>VRB&YLaO zZRut%D7lzLko@cMBG%d@{*3DwF3NJ=g6?P`%*CVtedAgf%6R8Z&OEHSaWZ>8TJskg z&8s097D~;SXQVmZ2)&)IHx{c^ZF-xx;<``iby)JXU4z)X?*p{%S}}HoIoA<+4=cTv zMT`~dUu!rckeywlr}hN(Bd#6D9Y;NohsCNBI)MfQqVwT9O<#XN=dw$UwoJ_yg&+9F z<4NJAKA$!1^v_T|4%e2fxDV`e%5}Ru--wU{tvHM~w4>WS zGJ4bTQ|f~t!Oi)4)$UEj=0?+(SNdO`cJa^N4=XDkz=jtuO`9R&dl#p?3t$3LLG$lv zTDZp_@!w$xI5_2(=U6x|mg{1v)AhDt@^wmsWYqGQT^v#`uN5>*E zxvdc2C$#be`hbnikE36n^Biw!ek!w^ZXctCF&T^9H4xTvow@TdWvSvic$C}SPi3|* z?656gpWeQ{vVGy_;g8!xoLT(H;l5kY<)PdC%jN0UEW&M;HJ2W3o~@Uh8amfGTHnFQ zRKVKTls#5*wy&ntM966(tgZA%s*tTQGRH>=c7Jaqg4D%KZ<&!n>)1TB@-KgT>Jp?m zfa{`K^=s>i<)E!$nyc@54dP+*lE?Avo;|M|!!*}AA0)djemtAev=SXZ$%CGnA35T# znqFRz^;%zHDD`{z?Rl-E-&@nM&C-(F$cF6eeOxP@d0m^=1HjX;YhjGWmh1b>XWpl0 zr5EjN;ohg)Yy^(-M_F0Agmkqxw$ShRr_p*!XP0wY&?iamUD!!}UDjRe0WbEha%d`* z5G}Grv}@@(jDFm|2`$6!$}RN$%9z{0Z}7FdFDHF?_~v+~>E1Dq-+DVAPOIqAKaw5& zQaA+@-)GP_kQ08k978MIG-7DCt(%b4ECqm_j%`%#O?En8bKTB!&h1ivh#VHY^!F0 z4r!(q*!2AP4u09d+pO-zq{oH|5_0lt(A@?NnP_%|i1oA<{(7G|A1;Z%M+Ebru;GUl zqRMYqPX{b3gm3%|Fa3^bGrxY{ja2OPxg^P)hiORonc8x=FTx+lLaYH_-gM#MlFTlRuStdEu`v5dEsR#n*js z8*vIj<#j2uz93-!360C;o~hvGtXsc1Y=3Vb<-*<%4^IYpZ7RFPUJv?|GEd5_)$k*e zlryl52tzcf`v+No`yOOP@l>@VZ)pF}@Nji)PRQ)dX_>ywtejq;4)6=e z{W39%J5ME3E1Gx90?y|Dd<SMXk>9SVm465j5f={};BNN|Y{7{ojjv)46LU%s92$~} z12OZsnXg!v&lM|0P=tRq5{Z9Lz)9=VeEwVn0^Vh(r%ZJcXJUKv=lK@7>+~AOaF#t0oEb%Nv2H^@BSg&M;!%-NF9Z`XRwxVP-4 z_)b=STs&~S(jpKFG-M^sLCx0%sD=`S#TphoT2kb%z-Py;4-;F-GQHBFnoveo{G9sz z9q0>13cZqvKTt13u-uY<-ro4il}NASZr?{gOV~~YNKxQqyOa=)~~nxXXM~=Is^Jp6MWOQI5b*q zX=U>s2PP02t+B+_vSTHTl!YP$UW)uHTnf%pVsL$24zLS1VWgpcEV2*4h`z~rddYeC zJUd_A#F@w-Z3KXCpalk!+6YQ&7!+{@ zfbV@>lm3}&DOW>f*i^8GlQDlytNV{w0WAXP^>`3zY6(lBQO+6&o06OqHktb{ELNC} zQNXTjgG0Qgy4q~CHd4CJf(HuoT2|XUo)&_2_jrXsg{70N+Fp6iHX;w|Tbtv9o#w?f zEnPqB1x@zrlfgA=A#e_?aGZ`ax?x-L_~iVQa~2ABf7m4lN`$U&^LCp*gbBFeLWXV! z`?K|J`Vk2F>j-c*iPIEN3<-$b_|ta~!O(kj6a?~oXJ`g{uDw^&qWhvqp@l zqrfT&%uQ;#H?WCDqgH?byAzv8v`amrk9r}O@A>Ns$3 z>$kSm?-TC-0%K`O@y*9Lp6_*)WYpZ8A_bh1dMAkuYR-${MD$W!^>=zz*N`ORx8pqb zDH5qY-~c$6uPBa5CLbI((z@+g8Nr&6%rnnO8hioEK#Ki9$tNW`vTEiVP=sj*r~2s* zEVI+`v>%@(RRl(9PXJK^7L#9YtBBSSSAo*NNzuhx@LD||bNm)3^az9H%O3uR8Jo~x z!3)D#^4@Q9;t-9=_u)bE14Q8H%RjK3>XJZ5z#YZQkQ?}CB!h+QKH^wjZw2RkU{B(v zKiPwd;&KtbEUh&dq%R==7Z+y8Ej>Q?o$W_bMPXzcTF#I=&U|KMWM?qb3TO(X<@|(s zZL8rK!wO3si$~@YECO}GIE`{E26>Gb+aBcU_tO~x9a7=RO2x5>%3etaJ31#u^!WHL zm6@3tO#&~Fp)9Yv8P$T%qzZUAuj|AI-e=&#G^z(AkIPiTdiE@H>vA;`(!XO>??gD* z+wbj@%dS7}&9s`m$>eslmv4V2p4WKeD%8(_q6qxWZ|3_F*^;S0b(bjwDAW66r`-F{ zHw-kZTgZLVkG5EucR#!Ev_}pL)d5cbl#ycN%}#YELn$&NQ`h!R*v=DmS8LBRD90X< zjw&r48i|r7^GT;4Ewd=oN)a<`v{*&3Yn+YW!m7JQUJN-bZQSTeSnxT_Q+L&)HQW3~ z74)ku(@K%z>A}wA+CF!~!LqS!nx|9l8+MKO)H(nnB-G)nG7oE9rs`aO?k;4s_~h3R zu0gUX9i)>h3uMK1!{zqBSr|o_0BM{gY_rkRa!+uD5rn!^B(q##pZ$+g>AteV&#JN& zR{4qc9j)j!8T?9RSrKimO(%key{TN^l=ah_u0E(?WE<#qR{*lT``s7zvYe~j*1D?; zZ15J`w{Ye|rQEt(FCW``G?s%r*(C;XX9L@XS9aSq!>@$$f8gG?Mq8MwEYkN% zE*EPlk^0Z`Sd6!Tt+y%evK!7KHDG7FrH~fhPG{tQAEX`dpkiy~e$XVkX>O&muQ^NK z1iZQFlav#bPYc9laI$+}qR;NCOcs?jOPYgmZ85a(MqyI`5=6z_zFITsta`_1%Fy*p z^H#0^BelvGySU4jdoL!APt#2lVlEnNN)${8>BeQmme$Qi(4baS46DSKtaW=9a?I?` z6z-;qqzZX|k5T1*I_z=g7T((ul)jfuRN39WoqL$`>7_z-M(iG;Px0u0j7%#~+zZCH z`EEgpKmbOA07m}+gLMc7Ydc7Z6yz5PMWRVlJ)+)cwTJa(YS5Kfkm8T<7@;^ zlz3%=K}3q6<@@#c z8gUba9TyGk^CyJzcii>CKqb$R4151>etgH9iN3<&C~_Z9r%~|LIScL4sVQmJh%7pUSUtWInDg2K3qAf&>Up0-7`)}q zz%S`ODmxb!=8c?3G5{g0hk5B;=>QhYr1ouOU*JxqtxmE?!ECFihlk_J;^M^(=5)4I zz#Z;K`=Z@DKasba@P4I?SwTrBP~%7xbDH?B?y4iRJ=DtBm4d0O9t`MI^49M zPSMZ^5YiGWwPa?^pGo^NAJsbR5%h98b`&r0n@k-nIhJ|!L z?IbWvcQ1z6j=QuR>;O%u&q9k>Y%f#L{?E7UT6%p4Hsm5?pYH2^xEK;8-51U~5XCIl zTsLa&XLu#V{^$aw?U~t|fyNY>8^$3O-TcTEIZn+)-FJ!g*?m+%HLD#gg10d1inV4u z)|~f3`2G#UxS$lrTC`V+B*-m9xEt|xys4~o@4l@gV~7(HtQ+AA76WJzwX4B=%En$W=YzR}LxYe1$wCo~j^L{|& zai?hC#Y2!%+T5EQu8o!M&Kbf zx&kS~M?vG=~9Qc2nWV6na#|!pbrFDobaPt zxnN5K`jqo=vsqjXbx5S&XBU5{BydIxKbI5=Jm8Cxf(%q~)FWig3reis-R!^EcyHh`Gzb%rdCr=;FU#dU^{k1oX|>J$bNMAK8qGVR>|hX$TfQFr2^275GMpN-)#*ICCFT_%wVu`sLlOtnAl>iE`tymFad@KOa_wX zkKo;#jbE`Z*h)(JZIwRBgZdRs@-eK!_EeXZ8gLF~u?%4m*J)3MtL-V%1xzntYYonc zPok+1-$T#~)2NXKye)UNA@2nX)`HoSi;9_#;*dwVig$T21L{sd(6JU7RINDX-m}73 zXobB|8DXuy{R%nwgrR589XcSI)in?l^I6x zTzGNBjiHO1CA&-_jDLf4!K2Jq2^~}@%b8>>YF+*bZNgJsEd!=d2_kS>ZuDNX0uHb$4R2J;xyyTJ+qn8J@ANf{i%)uV>=v?Z78tR1tDl~T!-9yqdyE3g!0l{_ z1)dRT|BIvp)!e#6)QT%qnEPXK5v&Cyoiw3G`q%lR=3MIW8R0-lMQxx3>8Ga;gOQ|j zfs7R#cYqX18PMH{$+l`HI@S?*b>MueFjWW`wP z5;ojTYU_0|VW|N$Jy3@%`~*n#G(ekGoz8Rx1gZ}lDz%>xBO^hX83t(E+uJwTgZDM# zWI2be&eV)Y34vJjG`q~QH^2hGf&naaFl&~AybMFY>0CMiGDVr#z;L9T>|OgpV1oCH z3vWgh?WG#b|5R)jdW5?>Flg9omMu#*Kld~uBO6~dPPwa|J8*Ko)4g2oebI)rTy;~^ zL6H6M!lU8YQ}5rEg3tqnl1_w-)rM7SiC;pj-z-z+$n2 zL5KUCpf*AVBydZRF7^%%MKEI&qqa|bY&6K{6cEk@x{zg2Sr2`#bdXanEV;b|so#bV zC}*uf4{btP6cj#=g5tgk5iPkHaBo5tjv4kaO+?GVOWUS+oHQ!Ms183592L5jx*AsQ zIQ2DP$n*jFQcK7ygF-GnXa*EKW*l37+W(R$?fa*NH!KEB21H7JwQn*G_e#UfyuUp~ z(!Xebi$3W2efejVgvSzgy#i|J1Z~>rO!e{czs8=Pad`d( zgy#E-nYytl-r>~P0u`y>(d6&{6^a)VXC|SO9vHv76)>99fAb1xFsR>QUi~XFduMf* zR1tpkB8k$0;rLYRj`D~AaI`>)(Y51mmjvuR{w?qU-`?sgKOG81G}eqjL#aQBi;MT= zdm@jIPPg;Ja{dClmvhA2uP4;+EmQ|~|1G^k0->PBq_pdH^J){vVW?mgfYo|dPQm3k zyDMU2+3NKMR9vqdafJ4pIWb%fZE8RwkH%3K)RH;u2>Nm}-+mmo=Ds(8(HxzeWNPc{ zcP9ZskjcPFg!bnOULZ%Aggi1GKqHty8OJiHI7gm9|EVAA6D`$WMZ<8IHPcQ7JKhOXcx&Uk^A9?id zi_g%wHeL!8tr+xGtcYWqYrfR4sH0YhgeQj%SxFG#IUIl^@6@Y(@b`NhQu6=eMn3I*H?Z;2Nq_ z8V!|SphJUTWrDC(mM6nyiBP6t1&j88!(E&~3%A}Rt)lS9pxK{s`CtC{Bv@pqbTyO< zjP$%uU_?@r{(w7sCwfi1(js{rFi#!uhQ1mt)Hy!;!|hmNOF${B0De;(czG%lx8M_K z3Ou;%>cwLOvvvJtoxFD&DZOSgh!WJHe(LvJUV){81_pn7erqBanZXYQD9Dkdyz8SB>i1zlw)eVRz>ylB^v{8U{;d4e$>Wv? zCNsd8mrMXBs}a~ZkB|S)LF&G``qD3daX@(-`i~)@V9P?4$Lo`byl`p`qf@*c(y9Z) zqJMXRU}T;A#g3m35KLVaD>Lll_g&wnx~Zo=7`K8lg0`Jjo%riw-x#Xih+nxHssw6; znsQp8_fi*jkF>1)g8!`rxB!eWI~}kIxEqy5YQSL)gzbR1>Im%KpC|`LWU4 zu-hLfqoyumyEmkR48b%kQ>}D4K0sfjFb&i>YjmMjroOBk&rkViy{0F+2%u#fn{zNI zf_A9Fla&Yb0#0&Q;KfLNK=nStC8&3?9ehET#co-Ey@3kYG|MueOS)WXw*$bNh&;PNmUk#K zNN^ZKuk?-2jR{cSy90dKKqX+_^(ZotxE`?48-a~p4)Glu1e{vnNo+Jz0{$icesl{P z6lg&Kh3eA|?_7Y0R8g{fFrm&#xM=BumFpE9s;kmyymaWJyYUZf6UTpI{||fL71w0i zeanmuE7%4`1Y}G=x^xX~gb@q~C{;Rw1nJTR3^ViRc-=sNfkIpn(-bk@z>+Sr#W7?w5ZjXd4HwQJI4PU0ppg-nRlD zoz%bAJWlnf#;IbZ3JCMc86mOw7l}0hf_JhM6`k6iW{-WeyGTg_i0ejG92h&^;JaS? zP8yDl=5I9W!T{;wV=cujMC{P|RWvbnFfA)F)J=pB$nY7yX)rCW+Car>myYqHn& zro|uux9%b9Os$j|gj&LU#Zl%S%A!b4>lEIiIBUW9lCmKh<+RWE`B`jXb~ar$)?j8l zaHE~At1kP3|7VVf!0yy7zRbDo_M+It_3HAy0qSP$DvYT|c*AV@LF&Ylx8CU8)OAV5 zhN+xo7qKSM8m2|FRwqowVu!~WwsQvq?kBFN6G_&T_!ewd>5BSKGpOyksb-R}$ubfO z3JP|59TiM*>^FpS_lzpB;{(uh;knwp(R4AdtEPp7|w3F4uMZs1EEs>oBATAM$)t4byA|QTIz@DMdA@;gN zVYLj}b`KA4s4LLW9Ir1Kcb|SeFPj>@+#rmmu*MFdt3>rWS*wacBX@Wh9+=%hX^mcM z^W1fUt6@W3P&IM~0XK2=O>fSTDQ=A{1cdp4fO#ej|E1C%4Tv78rhQrcDbyTRxYWM> zl{q`?W5=WLQJfQYxJpZLx27s+alWG##+F3m8({?I$M;4%PU`e9H%QiXCra22B@Td_WKr~@U=SI%GDPe`E^&_ z{szC9lqvwYF9x^s)B1Gv;)>na-;7%97IJc4&xI6+fspop1p+v>v-<+ZG}Y zN@(D7zgFD(d*C{kr>m;^dh3KlPcHImZR9XtX0BP*!f49%~MdErm zqLQWE<#TY%HAH7S+muc>^_Esn?b9O+6<8{HudR)jL z6I3VqZ@-fb_=)34PSnCV+Su?u21|?cxh7@DYCUbJr>D$KdG#lbnP*zp_PxUKEUv7) zd2@@LH)mBkyGtv8=D&0!b%M)Xd$S!SETP^;jVimD(tK}sm{3?XMHAP1%#33%x5j%I zD_)+M@{A;{dmOzWY>>KkVFgcziA=^b@Tx(7Q3FT7P5)K5Wc?}#q)aQkizQ>qW;5SW zsZ^!qjiHIZPPGBH@|FrTitTmq5U!S>+KvylZC0=dadvWq(N)#7XY)Lc92~^Ev#L8z z?fN(@xa-c(e%qhj)$+N2kwaMu66p0g?z-pDEAfU(dXef`$~fHkMG|Kt|3M2>hOA)n z{Jd^JXequNz4{ct04q*fFz2n2{%NFX;Atf^q(mc-h0b@@?kG=t;@iTxyqDvZ4+{#~ zp4o~CmAg4UoLG9QJ%k;s@q=28D~*XmoX)&4R*lGym2aim_QKJhgXa?uujGRzG3cMN z<>-UN^?oYNcw>bdP2zjyz?@iKshqR&OKWb47!M4&xhfH3o$*ujPUw=;_hII4AK>US ziTJupgM%2wtuYKO6{9dnF^d!$GkHfSOjOft*%5Ya^d0Wyc;7GtbQz`X>F!-fWmd-n z`q-{p6vU{!Xq@J`4~@Fq_Vlz-csVRh>-Wny-adhoKRGp}5dCC#^xPa49LZd8D4WF4 zfUYW7^L2-<{#;C2dy1i(oSe*cWZZ)T` z(`~ykH6&%YOb9~3{Rmrg^-S*5Q57NEAz?;{$>;fCBfX1;*YL)KZ z{aSnmkZC=yqq>w4sHjSjZa8ElQXg_)6*dKQ)DtgZP z$nTVOh|F)7{@s?OgS(Ouq;{^_2uGfIsJRpj5nF^DL9W?AsljW=v^I^d2$bWRY?!ca z9)hxbdSx5O9=A;dI*Pt&pOm>p%JsMmY*a1Vy%Udz0}GqT`+S%N=TJFoHfD#;ZVvG! zAet`X)XYPIG%YO$qk$EC%?yO@)RV$6g9iuBviCz+r zqNkB(rh#kG>o&3Zvt7LW(1Xo}p9Eal1@x-bdjE4lI)*gQL`PgfoO}SWc-w~)+6ny` zj1X6tr*e%sK0j><*ho`t$$&N)YA1nSm}n0*9Lw-T)Ffm; zP<;D(5uUd1^UE;ynssqG6}{LNygACS?WH}u&F1)D;T+iyW=TL59*N-wUO*X zM^q3)`viJHlT+J`mI}e_$>U%no`Ij*hADfwCa*|1M$f|dC$ApbL9OY6trfd52r~Hv zc)k_`5p>lbly>C0F(nqK-#0vT)4KoFt}y2$MrtPgQ%E!wiPcgy`y~X`zHoc4av~M_ z4vZig2fDh((Z=AUeim{J7UtWvTBGayue6Om3TASe$zEaR`e}b00Pm<>KJTsb@PMJ--BP6mor-{0mf< z2fV#LZwxCfsCdTu+Eu0y#@o|KRdWsOP{$3EwX6nMKm(K%JsRa`5COx z!sw}x=lDBgYAB?;EMX8?3L*6n+>PZo^RWIA0in0?g}On1sPY_#gr6@!8no^A2DV@4 zXjlB`sHU4iS!kURkP8OSG+i$CZsT?$^+4knATNa;`R@#=Pw6oK>!WBGNkfeN86aK* zgdbG>vbKNEkX~;(&9#kw%9&c*B&jn^k#xjw%J*>Fx8DCad9UK*&o3o*3Z0TWb9VoH zchk$4>c2W@WKEYf<}kuI_O-ope{p>D-tMh;9&J7JYvW$OA+N1}>_68R_6m_uGo1?k zy9K|C(Df6PoBI;@$gKJ61d*~vLoX=)QN!uF>lzPCP*Gj*y&!Y)uv`nffH znacG~U;mSM{jPcF?q9s4E}Q-j6ZyrQ*SJf5kVWin-nD$~{==T&cooop;pp*};zD##@a&f$ zba_I*;E*a9al8?d|I%QnPln-XYaG{^!GDg-vEA-O&#^`5NHotk4aH#M(MiXgtB3}) z0xMsp_wx&r2b#|O^WkSgckQ>1bZT%qK;~_WLo{6pP#+3XnPh~X?_5+83e(f<7x?GH z|Hpsa6iT+254-TvG*=|C-x9$uk_|zH{+u}ip5Hii`~wqkFq~faMgFu(g6)#AP}U$5k!h$!{YWBY~44rkr zv#?M8$TnK?CK29Hjf_gS0i-`!8HLJJfOnu9aR{!6GI>fXS)#>5I#$Q%+b;m?%%)@V z6dRojZ7ZI!gm0!Mt<<=(?<@S>241pP5fv9C8ml9?OXw)|KOfbR8z#cqy|z5le~=;})$hOofd%Y^HSA*z>m$aM7=p>Zn2jx${k6KAIx z2jLX>`A^VaYVEk_q!+xmz?#^D(2J8V>L`j3mTAyL@(;tWIZ~_q#u@F-zDND!wJ4u7 zo}Vo1__M1+2ugPPeEfgZRInE8Bf{Y#QDO=GZzA`-u(6MjoC=&1lZS`#jvD>Q_X0eu zcwUEx#JOJf*`skz*%MXH7U_QlFDy7j=&>4=r&iR84bpGFOvfS>mTGb@yA&rX%uY8` znYmag7tbaI+# z5sPh}Xw7TiIsyT`;Ny~dvi=b_NKC%JwtJk&wC~MC4D0cn5Q21Ip#N`yBt3RNd*BpCMXC@i8PY`mJ;97?#25tfCMGRxUde;!3C=m8;~Xe$%o_<->3LaWJamj1Q==6Q+@wF*`W*P zWpcbL*Y5C+@*!1E&=F`>mw)SHc@x#9HzKVwT{;=w-4{xJfNpkwZCAZ@Ef=zAK^>Gz z*ylBu(p7tOV}iL0h6@1m!P#kGLoEo znhvFZ{}@ys?h5gp;ng@{oZB5ko{_{w#TdUd7RzEv$wAwhQ+Y|rA*AYljeDBiivN7) zCRGlxvo3I9TveofAuYLo!Qb?o0f7d#CS0xhA@?6hUmx~%s=e?3byxiRuHM$?2H34y zn^McLnVOloVV+^QQk}Szc(U?0boCG?|jyZ`H%y@qFYf9F{Bf3Z`TWym;mGHzp_}|}lLGNJbzX6YY7+G_UGI#fx^*`6ju|@vS&bnOWtdUr3 zDk=9?_)+io>d^2d&HvvE@Y%sI#>QC)^~V77!WKxLa_z|juukyFVxmQg^xm?6AJL3= z<|mZ0@@5wp!WJrz2zvhaI7eClvk3=wR|DOMMp+wL3S>pX1+Za<&(m=1Rx; zMkHonmhEtea%u=`wp`l07$KOm{Nqb|h8`g~T>zK>^CvY7KKq+Iabm6{#G|NQLDKl#3yRXAiM-V`0GKzKkT0UR?*kymY_ z((EzTIK^`)6dDJ4Mg!M>-D;&tQ7y>SzzlPsY4Cts7ulinaKU?ioX1WfD`+?O!wmx> zz5`*c)>rn!`|lw?)8?*X1>(A>K$uX&-8R@Ql&9P2t2H~a?SDKH)S0UoZQY>HI9;hg zZ!gK!yBL9E4T_j=p2kyFe)`#KXSy>(Kr z(*SJ|JFy~yG!Gqvkra=|18dJwj35n<-}he^%wAg>oO~LbA`pjyW7B_Ja-!kuG%z~C z@EWBSsvpQUqV%`8R0oU`&#pUIP0sK|pKA3zia+i*2Nv%4$(CXffMyDpuL+_zlMwgk zRpJqe?#eGePz#j^Sxn}0+QoZ=$#PC@goY@7qA_KfBA>#m(MRe10zP&TftCW92i>4P zDyakpSB9Dc^?RJ^{=*1e-3~XTinWee{(NDp95<+cMB+Cem!$d2nz;O(_oT=)6zW=B z!DuI#_XW_fwEY^Vo~Pk|)KEV>*`9I?Ac`CG3tMHm!31wkG9Dta1Jq4>ObRx3w~z|- zjO)wg0@N3kKM1dQsFB;2TGU*i91a$TT>0DUS;s1Wpi)F4(I9rQO($bsNNzfyfC2_~ zADYc25DE62o0_r^b-thIca_5^=|>IWIQ86l?w}0AKvytONr=i|(oQuw<+GG@HfS-} zSnG&ehEc-9&zE)|{{CAWyf)ia>nGbv%FD}vAY6^tz#%qyG`_y&<{tR_5_|j9`H{UKPtX_f0+U?k3sK5oFm2X7zX*Il@ z*sRXHVV&(%CS>FjDk7>g&^7t{)XRQ#LbM-qh@3Qk#FuG|^DoP5f zarpZni9y@N_n3_i)esYH&0OYLdQ*X+9s_f&E+3f%0|B_qjp4l1-m3*8tduJkwCZZa z{&`Q{9j6S2USpsKvP0J z3cAK5AZwb*1MuGvw%x(>Jn6NI@QO%e^V$i}MxfQ$nFf3J6G!ficJkeY;NHy`-N9cBKP41>?45HG7>U3CA}rz4s7yr zp{9i9Zw=QSaR}Qdi=@b?4A9zW#rTu(#Qz+84_aE05Dggu%4M8cuoI^?$^cu_Gz;gX zKb(`gX)E9YXDVw%`Sb0{uu1B~mJs*7ryxQzLW(w2loYN*Z9w@Qm0-~?2TPkI30(>r zppc=Pl;qgY2k|D?_JL)A>wV;XQ?4LE(w}S znkUiHmS-&1dLslFd9H-z%W;lp18hyQjXgXdH@N_2#SvQjK`n=UXc6fYMws z=e*n}+_MAHOEc5l?pz)Ke5zpIX+lXWw&b~a;Ty;?dJyQ;&b(eb$bVd85TZzQF(T~q z@9f`+)fqEIvvacz;0Qw#JNBThQlT#H(^pK52QVQO(Ltev*B@;z{hyCe%{A6W4aNY=e(M6N0KRj=1^CF#AS2`vkI$2SggKTSDZ)#Rm)Ein*dW z<#MY(b+Ly$XU$`K<4XvX1>|rZQt>Ts{r&6S03YF{yk7iWZpKx(O@OUUBixC2s{k^AK>`!l9(2Pw?CtpwM7m8a_90+n@Qa5V`Jdt4y9bfd)omYf{IL zGQIyRk)3rD=c){_=l7!^mU=<-)Z=EH9D)v(NBAs6jThGd^9eyBY>j(-x${O(c{ANd*kaGl7w%FFHwz-0(ic2N!nB8|NDYI9{5ZuBm zCfxDm2^}bZ9~KJ3SReXF#(<;mO)7#j^hN5$z=Oe_dxQ`e|2v3!Uh#DkMbIW8oSoVs z5%xKOU0Ym(bo2v+bfv~()&ThNL;b(p!@7^p>&HpGt%qZgMA3n%(oba^v@8ZOfvEv# zln$i^M#lB(DQAa9;2W9GsH%q9#vAoi133au1s;&;FQ~8|9e(g5xaQrr zYfJtsP)W)Ko-a)ofwi0e)a2PxJkyA?LDDavAIPKZ}xVTTh}^XoK1F!fC5nhehWg+%)t9({9+qq zB56xzS#z3DX|4 zm;qG7rPP1JHrKYR)K8iUh2`LFyEbOyzzu^G!BD5-zrwLLfyf{ImmDW$AOGtwt^Ei7 z5q98seL~}3L@(a6=l+pW;^0W<+^O-;x!N5PI`hN9M*N2OM`VHH=EbnBLjQd5+vMP*wU+cmR6G7sJRkpEBpKT2Qn_Cd7gJd-Te#|My0glBXQiQ@3 z{C4vW_H}N=AOh0tFr#3)JjrgwlW(cA2@}=8)8GhDLdRb*_s_Tv^oQTRJ;Iwco`UFl z-qHPxTIXr4fIhQyQKB}r0GuI&^KEpZaB~co5i^`z0Pblot=7;C1)9PSQ(Q4cd z@^Zvu?F-uUx74!6_Q0Y`)iMny&}l6TYozOKd=8K9Fa3fJ$6eZS^2zsmU{^TBU<@mv zaedHj>&?+!Z6!rQwG;;au_^-BYhyobs3We@$)M`8q7T~ zO@>%vV~M-&PeX%wO^OL-*&lcGw%nn0ktG`Y_*3gobyen;6yGD}_C2V#*PZRnIyep5 zRnq_(vWCZsC6s}JSSl2@&c-2I|J?s=qxR+6N9;)MXX_Rb@W&CVztKTrM2b^LrR3q1 z19^r53|U(-(Ew&Nbgmh=+rG4tvIRg9qFvHqjZ?_>h3TR79JrI6AJRG|W#4ba;5FhL zEwxLR*wt}HJBF?V2%7G0Nm~R{!qxkt8R7@!%kos+dMgfJ=-f(>C zR!_KNJqN1WZ9wKOc`C@BLrX&In=yViqQPl`R`+2}>?=u4TyG;s(L!vYGWHY3zY^~{ zv~HC5#zZ}MAk=btxf`BnTleVc`0K;d$go$>!GSjd$Bo$zI#G|oQ;?jKQYD?Sl1)S- z%s9KO$ggo7?$>5OQYOIScne&4fO7IsjSapKGN=OBI6MBQyLQCi)cd z!U7bWX0SjDksp|LHrx(RrRmbp)VJm`rwCedPUw7ydQP9k_2gSJYwsTv83sO;He$WS zMunP55Ls6OQ=_fH89pAU_Llk(BH`dDq8V!%&d-v_daAo_ql7DwhEt@7H?bZA$YWDo z5$xm#OBGnN7b#}J?z;97N)@bLh?9dM)AE*l6AaYao-qVR#HF>dZ#2*4GIg{CgfiCf zRH4kSHpgh`&9@8~^6wl0+_FQZT}gH0>!^W_#c?`^oU8buU0gb=y}YB6a2YDg?Cu~^ zsUhb`Jx(gdx1nd$+N=IBA5!n}Vv|Hm)S#uv0Dk*WD9(8LZ6r<@@?qOh?77V)=YTYy z?73;-$0hfsGrb_1Z3bk&mW>GkRc=RVc{yqMk>-48blI$Gd4;@> zg@98VbTtA};9T5dB3Kvm&?OB{Qv4O{(K$1$d*kaF=S|o!SAF6fTUuuh!xx@yOm&1R z4^StprkGXE@xC?y1!#pX!AkXT#W4X@kBIRNCx!;DuP&ugP3*BW=*GH&X#{VS7PR^? zK&BxB=F=xpl#2ila|9tpU1KRrAbKNhdsGoN++6{5zRl5DBu@ik*yB9z&z+g?q0bH<)WxYc}_3zKuh=b>I4 z9!;(7k+Si(?w~{u*Vr{rX*Kq`MR9J*wJ8;ljOV$~6s%V$8uj**Q;EmW=awsNdUI7w ziX6km?Ma_C-wpDm_`^u0rs|F_99Q@COmb)?{mmmWfV#-K7t@G5BY_rlhOERM1DdYw z>~hHJ(?o1HHFOBTgEv%~9VS}0ss^&2CUYF`9-Si3QcIjFnxmw3*hey51=9o4q3U|o_6&caJWJ{)wCpgDxCO~lqw z%@k0nsK9ulv;u*oh`ZGoN_zl#{0I|y5 zZU{MAuP!Q6|I3~vVn9MaKd!*tSHjObf>@r^FUd}}$uqHx4FlY8CnR(k{k2M)6+vBS z=DXW%F)faR)E4gr`RoGq<25zd%`2lGp;`jtHW-Wpb=@g)-<6j`6=M|vs+spinBC#o z^?o9mObM0W0@t2v)t9Tv1y@)}(c~YYAQ*6y8zkAt?CmPgZA@WZefl+1Eubo}V_qaH zdc|7NCRu5A?88(Ym4={)$gv#K9ex#KV9Lj}Yd3zPZAM6@3P>zjNwWr5(`tokSXDdA z9DULqj_R~750|EV!TnOn5^+rvO78GQlOD;tZAc61VEk)|f-f)Mm=kOG%3`M&T=;#* zId^zGOjI431mwVs-h>mzpo*BZwC0jDzPYqx9=lAER-Zg-F4%MiEn7a+d0#zG zUu`{kR4NUBL~6`c!GO^T#G!mzm&r>iMtcOYe8@6VI!;>XyXy&{-PV z%|UE`XuSx5zI(QAJmAYKp2g&&PY^!Srp23~0i?fLog!D(d6w<3E-gMGst-%_>YYD8 z^ys9KEhiid@{m19bfw5aGZtaExXX4`$@Bc?DOMoe$Ut6^BGfHEXN^s`M5J|-O|4H#kCQ&rhbNu9Aeju`gQxa)R9kw6?Y7w>R~3{GBWqZ#c` zyJF9#&wRQn)>1r8#cD#uv6B6DXg9HpL9Ez;VZOxvHoJ5SpqXn@W_UQaz*S$BbhfT# zY$6r%?QwQZ_bOnl*5J9##9~8TVRu44|3#7A+-c}M5d2%~Voe}r$Z<}wKRy83$STq5 z@lCEuoz(LJ)*cwCfcQ_iVD}(3rKWT;GQg*jZ0#`|6XC05U^TAV_%e1HyCGF7i#RH zivL2f%IWF}(do3Nwp!1Tt_;ojx?jh@0)O$6<048-0vUzmQ*TwAL-r0NTcf)V`4}1c ziN;q?c~l~86v~IjOn^L}bH0+8)8n((lo}MG<<9DR;T><*DiK|p#uzq|zNnxzcHcNM zbLffb!Ip)WB`$#q(RVZynqnvBU2vCDgWKD0RS#H~R&&>^#ubr5nZFop&NT*g`G823b=qOI2DujJx2`-?GU;3PNio8YiDI#p6hz3o_>?%uxK$TtjbS|TA~K?v*@eKzI!aA zYu?JZoE-{MWnd#xt}U3I`|ZrBt>m?OtbP+w^Gu}Qig;P&)hngbFP4u4k0+G&cKc)L z*y^?J>5QtS3={E^(mSa^%Vgcgpx%cMJa8{m&{t%d^>kchGI58jE4yOC_3?9`8oMnb zWYJW<^arwj(a|odF4gh@ckpACWx|TARp*@Mv_LmQ$uky%bCw5FZ4|l>WMo>U8fPRB zMN9}O2-BK4-u&)hR1siLm_Xk`i;~ItJ7u#*m0RKsTx-5&lB@&ohY&hLw%-i-4tu(uiwL(s}&9t64)N$jEQqeiQ4K# zioEW@_mn)jq~xXZ@-7_*l#J{%d0P+4olQI-$Gj>#-S62^;#X`y2#GE# zjdB?)JKfOfS0?bb)e(*BigK5&RJW$N&MubFeDbz*?rlt9C3J7(sh{(Z0=fe4P;1G$ z%+UGqxQa5>5ChcPAk3*)q{n!v&y7`H57jSA=Qo{858ds)yIaj#U8ehEVRt|xIqkGa zBC_;S>024!7x<3_RUKE#XTLn$F<6v_-gut!3%$}K1ljwuk~kt$Uh6RKk8Is-3#n-g zomTrZarj>x-bkWb?cb~?ddrF@1WpyF&KthzUN9=?%3JPRJYSRghxMED+1iJPT*h1n zgExKWPS<|g*5u!3%Q`J~@Wpsi@VlpDqpA%V;?nBV!&;47?5=#ru5LDP3OQ4+)$zrC zCF^;FN;|JDpB-`)&EH5MI|`atUYk-_+T-VWy3iPrP4$h(R)RC- zH(O%+#@~(V1Y@y^Iwc3LQ;d%Q`?ZVJMyR@AKdG0{<=})V3SZ^af*mG`_^MpSNAH-zVVQ z^{$>KpJ*N$;o3mX_B(yPA*El#7-)B;+D`ioDt|$8YQ2ng+*+u(v?@UqcN=$wp{6)n zFwCPrj6mn|@qaj0+GbvM9^MYW9$DjvnT=f5-u^XLZ$H8-V?hcM4pDoS5l zIW4UGyKMXlzrgyzT&WcQSsUe@d-|xCn~m}bp4V^V7IhMbD_ZqCF-@34i&IO4y}JsX z^DRz}MGg2FJzhKC6m|X+-;0@W4^s=jrY>6rl-6S51+w}FYdr(m{;ji*b}gPDyc=`J zC|Xz;oW$=-BP_n^+BN4d zN&3CmfhFpnMJ_PL*_3*3(7EP@AGbD&w^+CN1|HYr^vYPQ32^Gaf)*LB{!7)?!}nY| z`piY0cS*j--(%zT)@Qv&lHxc099o>Ukp^VR69Nm3*FR`CBANmiHYXjE&5h?sZp~>( zYa#lBw`x^0uVu3J{5pNnS;A`5@d5$*?;B`_ ziGke(Q!0y1&e7=AV!X8a+zVF=oQ$NWV!toi34}(8A4T5#YT$C&Za5e}rhBk|iCGr0 zdB3iyTS#4qRG|@1*e-`v;p?l8ogI?8HjG3uYA!*}J@wWcHd*^<# zE6H9DC7!3qwpIwI_%6OPvrIKmA`q-m7~)55bk&JwX%}k6h8OAjig%1O)tKLB;dp#n zS;(9=*R$d8E6ncqC=cS7XE`k5Cvi;GjOS`%#pib1x>L?qTc*U*G8gG^PL4_Urqe58 zbSR4HsFnM*J!rxxQV(b8E>F$s2-+1aAeBR{25RW{D#dH38M?cRDrVZ_)0VFuuiLSm zt>b?a7@Hz=K|q=D+T@u5kO=_}hrbDp%7jA7;FS5qf?9yBZ?AO#)~gAJ46Jb|L_3-d6R$N#CukhvxO;pdHhxMU^vbI6e#7Ny zqeZCJ7nv=K!f1!!!vYiY&a!&Bnbcv}X9iFDC|xCssoRV;`x3tX`4hpu=z2PF^AcrS zV5)jjCjB|17W!!iH8{2Ja(~pH67;}G$1e`U=_gOD2!YCC2)p|8XtAxvXP0L5_b_Nx z!I`nQF;PTLkU**yf4uLa;M;B1tCv4+q)j(^S{0+75(<90{4>Y$hvtrv{#LFaiUaceN@XX9fm*2e9hbAOAD8k>^h@H5XoWplIllaBX>aAvs0C-~e>d23z`JH5v32~ax>nki}&NSRpaZJqHE3fr+N&gwEU zaED>DkBQN<4$L=5k9`v4)LvDKF+PZ3uH}{lKM9= z{s2j9ql0pZq^hzIs{Vom8#l%sa#(YY_)-B2T7nLZb94KI&JXd4+!O!^@V6G(G?hT_ zZn8%Jv+zmF*zN#RCs0_YGC~T8q-TH+UPJqX_GBqk#G`eBQi8A;$S8Z!7QpZ-2YENB zIi?V8O{C&IbLJ9ffBgL>#P0A#JM%cpt0YeuG+q>Q^M-V)R zdP_EC3nL^WQVLV)*Bd>18-gJNR%&0M=>#pa+t-araz~DSw@B${IGgrQM~7n1$0R0O z$$c6e{*XhDDzV{Q z9F}EwHruomH}ajwy28qcusPbKj}IZtleOgmK%$yzCg?R)2RlATXq0mYrdU z5?c|}?{uQjcNFp2eg2h>!})=4AcjNH4)S-mUy2;G3UMsWDO3Zmg{8jV3T>|p8+k_p z-cxtAOrzrS`@PcYLP>h@^41iu!NX~Y-W{zox6J|sX;f4|znOItMMiRY_V2(Y=rhsz z*mN%%>iz4WGW+!vo}j@=vxM>lRK0*kRSck$?YZMV>s1(TjhFtuzH9oFFGQo-xS2r- zG<5%9%M#b~@yunZPOuO_!jYmM3D|`370GW)H@|x;`NX$%#b4_82IZ15S}UT$=7RMw za>vBnd#qVEa}DF!$jNclTj*VIMq2KKEo(u_CdfC(w+h`!^?QNO(%x$t`wKF~b>4@l zv>MlQx`pI)U%J(ydSpX4OTFu*(WE5sMP5!=A--3}W^+=B>c1_WS4f&z83Z8Z)I|yj zL}R>`jwD`^iZ29l*XdQiESQ|bUi;a`cgI%!T91XDlxkl%h{TpMm)VS09%-AQnwT6# zAQkE&$rp8kzjFbopmfuj_FRJ#9r0y*z$UvM0DJ(W zACI7JX0E|e+aY_d76=9Jys)DAuf#eiX12H-SLNV%N!%fo7*dXhc?_RA+?523TNmWg z`+Z~dW4kE1le~%g0p*2HsXW-e-C7<&8 zhz(2){ewc9>5duR`|XNf-=o0Se^1Jsi&^Bt088ed0=9Mj76iLt)>9An={Tbgh z*zh}!qqGk-^F;N0fx!4roe2IuVji1Tp<_hpMg`QTjkOd;7i2JLoCJ1tDuVtl7uI29$7UMFDn=ibGo~P%EJb%iYkQilt;k~KWw0enFTX@P zGafh!OHwHZNURG9J#!~&gZfgIrlqPTU;MI^M>>Hv2vq}UvOK`o*Gh<Cb`(9` z8;K|lv(}!a=|e5LU1xR1KN+fnb8v|+f7gf11dXZyEwo)K#hyC$jgFvo03wG%(?W${ z#D9|kn3nxmjoDta0Du3D7fhMEYF*EJgT6#c$22BVAI!=3Z(t97S$BUsC1T&A9uVE@ z7tF$lLVI2Dr>8e!*&^0)H`?%J$u)FOhUobwdY+n%Qt1Mr)ThvLRUlY^!4K|>!^qu-xu*Y!rOBd_C2_*K<^u>gRMavNdoi0NeNc%NJ|xJ+sAb4qZ-1VlI`<@IT2@Aa_2efrYO5?))? z9zazcYnc*&{;c4^^?3bI&_vT+W&RCgH6T=}c)GV9^w#Hm{sVH)8Y#V*Vu~4(-vs*Va+aM1>hB^2)~xvH@|N8 z4*Hc2<3enL6Ns!vK*zKEP1>o^IqND$6k0uRIcRS||Ca3??x@{DLqceX$g3n;;-Ei1 zpSw;pFx7T~VFt@LdCK1qCtOPX`rAXVOvM6qgJR89(Pf9kf}=bO$NtI&oYWX1=F^&wsG!fXOw%4a11)LaN_o(#iw&jGV2o} zCUJ$#WT|>jet51KgE)<*@IV*8v~GqWsG6Oas|vn&Xq(s3EQDxGlNHt343(l!5@$=< zNzMB5nZ5I>R*V|eM)E^na?ippFDa8WORt1xBSF0(sd7Z%v`v!gaeBe2FUrBnCcvl5 z_%t%u<`%mcQ^vK~o5R;reev@AnSf*ox}J5Cpd%&L(A#nPq9jT(VmG@c#AeBct>&O@Zi4hL}ITR^yvs*&fuzLt_Ycm(7V)7`XOJ+9wb8YINQC#?_{>xL+=owih?74z@mA6~` zbu2DZQuGXFzZNkPk1+dZw{Tp*k&`{T(s2T@ha!muMY8)8`Xv%2`hyX7QjSDlbACY1 zOb|Ca?Xc8tWs!(0yy5Z&?^oXx{pZI%=N9ogp|?}r#iMeYBZcDe2+!{2=3gT>8RNaN z8fOx}$!GB{zBthgL&(Vh2Xk9Nte#R-=y_Rbt&l^FlhcB{0(gs1WbgD? zp;b_fArRfRxr*x7zq22;4L{#$DF!SdpvSR%_D7eWmThGs7FiBKXdRG0EZ z)Cd)Q>=FJUQo$c(bHUVfSrbibyCN(2*cX)gm@uDkwAV1|UR?Ccq}r+ZoW$HvfuOHu zm6+reFJk#Tsm0Iez|>y7-NMzS&Trm19@+tpUwN9x_VdT8Z3pK(Y)*PTFxjK7v8#dT zn~T43HdQGx@YA2_hNlT$?%iY)+w7;6<3n;ef?_S5zaTSzBe%-*PBY7Bcn6ga#T#T} z&WLZ-{@XA#%>m3NXexLIY$g*Y470m{O`IrBuXIyn$KHMM!P^ChcbT0R#wn6r+!x_SWUzT7E7l5&`;{K-z=uvj|)0S6S9?O?$k^ zJQZb$QUo5)#V|`4Qn{&uMXfUI=q2&PmtBTw`9Sn)^ZjLji*mKjpVXkhZhZAT>F&Iv+$cS`xw!xFVRUhBood17 zV&gk1*^jo3&Equ~hYc_6uP{4tl{G*WM-)D?yz_G@HqNZVSjhaWoy|zWuF7V|oJXio z`8eITh%x-rY{6sj$407;tD>tjsZd z8>Mae?3bU-DI4w!QJ!gN?@ILSX0RixWpgp!QfH%?@@F6|zguZYKJS{gw90q=K-F9Me*3J`;*M3qWI=o;0E8IZpR}z8d01`c0dekVJG{pKK+b-Gcp9!+H zSM0~5ar@>dYwjM)ifA84hD+|H*)sp4{+6X&*M?TBQt#O{^k&iARu7X7gK%NVL2;G) z;-4H3i|L9zK^zw461Nd;*fwix8Qh_NST;7dhBxcA_|Kkv<`ac8bFw*%v1nOGWCq?! zsypO}uz7HilymO;(v*AX@gOk)BzmI8szT0nlY%-tX_MX6|2jC$Sl`feJ}=onY0!%` zD}>%9AbK_D=kGJNKIp{~LVTa#zS;+lj-^ie1qT|f+Mf5;>THh<>U7UtsR{5Le3kWJ?6^yxIDO{z{*8} znMXz>-f=%$bqV(~l6ZI&wabHl5VcJvzS^NZm9^to{FB+QCq<_*=9T513wc+}6N|k| z-#;<=XfD^H6Q}p&iesFKy}79KpvM{0Uz{X)uC(6D`-n%rGFCiXawUy-ImfNnPpDDf zcImjBa;V@=>r8cpc(b+IXSDnOT-__KEUlJsH`ia)(2RKTHtT0)cU-E1(3AiqwZGb~ zZd3LS(EpG#so7sTDWSTno=t^<$`0M4<8OAfx)rz3D3Qk#@G`=Yj|Zmowp3g#H%i&% z&o78+7WOc2B53!O9W2jXlQz#tjkSD8Cg?ng4eYt%zD*g~f2wFXw4CRQ#Cr=@sazpV z3pZ`Wt4N3c!eA2{Ow;_I!$qWYr#(GgHkL_k51mJSgV zq`QYkL8PTiLQ)z;Q4v9g5|EJY?naa@Nr_?TW@rW&2JRm9`~Kd0pL_55!^cO@oU`{n zd$0PewLWXGqPIU=L;h)6A)6Zf*v%%IL1P{G;4$mluBE9mkH|%%Y|;&(`GDHZaKpD3 z&t>^-73mc~>22`qle){^hC>UmWpJ_%Q!Tc&OqKn4G~RNQ7c>mN7pbIJY%phr_b?&# zneC~eam-uk+moSgSq%9?{Rw(iqpu6@#pzI5RHolcq?w#7lP0ca4?RM+tPQ!Hel(@@ z=K&nDw`aei;ZF!z3-j~z4sUC?WoJ~oPhc|MdO-IZt`bw+)lW(L$D*Y?Q?sF)yqwFs zUue`NT#BR9Z-{wg_-TnQVD7`)D3f&?&ja^-h0O1>3s(NMJqYFj^rUfAJ^T({tC8A1 z&x`fyC=k#L4#Y%cl%s|_Suhi7CNtyOU#x0hki3~Fl&!WDTzeneDq-fpYnvdrHjq#T z8U(*&nsHHHk580gd3SMFqRRW(&m$9YIyJb?rmx?BynF1n=GH|;;YNaqTw&xDI%m_y zOeYluZ=bYh1-J$2&%eBVyaZ!~8pp2i>cu1Se;{q>js^$n_8q+;5N8q>ICnYqqH@<> z^RN=Ec8zdjS)(D_r2LyTu)GAJ&8KoA7)5AI{<87OzM0~>%0GfMsV*u{O!u(ac;8r+ zd|T8|0;-r}Xh~t*4GXDPipw={p}TL0X=VH8{_wwD&*Lv9}^* z)?g+S+46u|4ec$T+(L3cRgn6hMgEfgJz%gKeBUjD7>ebKQj`EI~CjZ^bJOUJ= zbPWH5Wvbk#q={EwYH6D;VwcMn&$CXVBpx4YLm;!yOYbIBEWqOV0(5RicfslXpYLWH z-}7Ki#r?+)k_XLcHH zRU_q=equZHg2Rgdl|o#ZACRF`dUx7*-&U(rxMmV3b8`ggc#2SR8QOI90q+j4g_2k@{~DuU}iRDx}$}osFXV9pj?2Y&$eR!A%_X_8K4{6Cgoeph- z-Icxnz`miIyrKW7;M%gP{@m^9A+d|^_@bX~gIxkCq5rp4TLNEBAGGt~?&lkwe(B<> zLwZ(c_qip0-=S7><#|;_c?Z}yfvw^H#1nfS*br^q9=|&*>Xi5R_W56S1uPDgx!Zdd z{1Sh%;7^QgeGpCZ-?m_H2YJveJIBfclbH``6SBKl;{w{unhU*t;g22pNP&A(p z20^MACY*tw=(AgRMmn>@XDs>82?*O-a{lc`dipE(*WTT!@-~T0D_sug%tD#?WX-{T z%Vz9|2f8&%rG5LJj4JkN88L1_yh-W^jR<$!~$VWzi;xNT>BqTIUK3N-5K z`>FP)L4(vVV1 zmB$^98W+$F!SjlA$xLq(!&=nO?myYqQcz&A&=@>Ali_Qg6mJ^LsJie#1w1qugQ@sg zFQn~PQ!rs`w4F;h)^O%PC{ti*N&sYJP_gnb3$VuSN=WJm5cxvweZ`-1_4i7> z5-eEIj%K@M*((9F)fhVLP7&$^({si)3)lGU_P)ND-Qza)hY;mpgQbJ^@;W5vu<~ilZ7A^z5F@pXOvnB|gg56? zQmuE!G|z)ap!#f4{ORpz7gmhaa!!lsMXO8=(ambwX~cpG~Q?tiQx1I$Lanuq3juu^IQ5_ zYwyfF(tsIL`CISWVk2yZeJ#rjpCk1nbIjs)YJJ>g>CZ1w^~{*u-(E+oG0NN@(^l!> z4w61cn|ytn4Kh~iM0{v#=(}39U}#dNRLGYJ3(w~4KaW*_))^1!f-J()eKHyJA-XgJ zW=PS~d;cZsDHOrs5sPz&V+~Mvl8Gt>X@geARsx`+v+(DQatdxDA|jJD=sS>rz6+bt zOcnE+)93RUf^YM9e3o%WdZL3_+SAby@(aVi$^ zHFk1ms;vT(`JDxMhfh>(r~~e21?I1uE9oRqeg}Ep3_?Jg_b$8SWdLe24)9pY>%~U# zdakTdCypAYfd0=26mCSm?H<8jhMpE>bcE7oNX>Ap=|Sy3g1_D8EeBlmy5O&x%4bfx zZ{z)>hsNQUF0*$Wczix786DG@?VtUR34#|Z^AQ64{AaovA~a-71Z}*&CNv$`kjY4I zKX3T}@D00$!N!xc1b&W>O92BxyHZ`5l$H-@sb^`mWF_#N?YKy+|tTgMI;^j ziAeZ*pxw8@qR}iPnUqhgwTB|9T2R4_rdDI;CpggU`z~J_?Hn8$4IWn$zL6$rFvdMj zs713wb01?GAMm-Nv{-!oEs^)37cZ>pLzA+lZU~l}GanxJSqA^G;Zxxc+-CFUU|G|F zg>(H`?Y*M`ifYMrDre9?JA;m#AecdD3Vx9(73tjvkFW{ojdOBnlpg5q9zD7eH|_}^ z&l^0CrFk%4yc_xM#Zl-tpCb=i@-y=eXlqtnIHB>h>E5`Kcb}AZKv_JIr)SJMV%dWQ z)1c=tz=gQK=Kk}>V}`a7fm>q+*kv|mv6X7}SVCT;SDEQ+oSv1(Cp}J8@@r*IVq4q7 z-dYT+P0^BI7Zp>fa}`B7vDQ# zw!;3#b~sBXjPilmyLi9UrY3)#(tVnHKxi~OTA71e&>xdBNs5}!Pv^+V$xV7J9>!6K zs@w(5a3?|cLxQ%Q13w%){ zuV?w-mc(O(qPlvqMacO=C|@6{+5sf-*kzMwewte&L~dOek}Z1Q^~z}5!@Qjtu^bGRz&ld|FuGh79aQlA3gebOBpUMAV4kCRX(T7nqsNxZcXfu_i$1 zWpj6iCl{hS$V!rrr6(lLT33utje9h55!@!#CCpCvW-I)2Mp;=|($5=zWPgj)u7&Rp zt-jqHXki;nzc##+uh%g@9<+xA?1`5@_mdHXk* z1lL+Td#J!s06%sZkSm{olUCZH8z#86Zc=NMdZq#sV;(MxHJm_U{WzZhMXUiZ=&4*K zMJcbPN7FF{W{6_J{DzO?OKY;Ofg(9Qs5E8BcHEvi?9b?=y7KG3y$r)YjjqpA^EXUp z)q^6`ryae#=iarTJ5y ztceHWv;ej0giA856~dBVqC`PQ+0#rw+_mY%5gMK0366t=nH8JLq>UBoiu53_P_lKM zPJhD%jh9Phk0d*XrBOTKjmqiv+ZugWJ*v)qh5_e1K|fZZOKC*E2-1Xsue$_`r4S_m z{{(sd{KLYrv8SZ;P;=Jf+~$g^DmrT5Z@i=R_>BkMo>bK3E58N$dH3E2k+N-5N+9D| zUeZY3mj6}59tt}b{+KN6F&SZ;L`7w?KJzNZu()qHV-)VcQ#U(d(!f%A|AkGC$T4`4sO>XvAr)0a@qiquV9k(e*q6HoY(z`bh#=y#_kYoi4H&5kxb z<1ahimwASr9|lWskeYE|Rae4$J@|-cC1ZGP`zV740--d-b}keiSYBbyEhyOhoJ?0- zP*A`aZVsJfgo2Q*B4`g?Y2{(-=Z8UwPG%0T0frvpHfL~jdFY;Pl@{M6DS3%m)<$KDT&zI6BWG{gPFwqs*r;1f|z zVCi>2TLYpk69MS{%|Asck$yfKmn!WmGB~ZZ9_UA-gK1pq3>-ccJ9w-u~7_mj>a$d zRROsRdB`08ciuBUGI?t6A<$*&x}z3Z=Dd(GtF0rMyy(&R3_JqJ$eHtj-*Bf+i-#u2 z=`0`{<-tj23tym@({gj9>EN2iAb}7GFtL){oqQx~@a{xX#lO<5QKg&DSkrq@t>*>@ zqI7T9X1%DX!4ErzU}E4(NI}>7+)O84c=Ws{WjdOu{yqHm5+v|-iBR}9tik~>g=tlb zd~xVqa#6fNE8+%-SlOVbW)2Qpmbu#Nv`K_vrXX@;eQspx6I&B)jh4dJY;i@z&6Gx|#ZHh=MMv0AL5JsZJ(; zuW0G_f4KnZ8C7ZDCbJ09>_4S}aG=f4&#%`TG5~e~%Ap!QHreOjg*8d#wJMsLn$Fow zDU%(n%w21zmy)PKAbcK41XF)herjB7Pb2;%FX5L^t;^{;y6-TfCp%x|+Fj=A**`25cbfeasl%{5O!N$s~cV~ZuHFabZmUQ`18mEqh}y{q|g~vzp=4_cB|us zKs23W)w7$|k=sOVJ7MghRkW)?0BDGx*ap2$lB&l?Mra(ZKt$0K#RIm-I}cp0>qEv*g#IEN)#^ck7_64F05 z!^Cs)c63Y(MsuhdoLEI>ICaOapB9<>cI_*&%it^dJAu$H>dNh+s9fWrQX_qg7IHj< z%G+)KJ2b@@07GqX5p4Ihz+ftS5*#Ut|9A0+RKKbNDq{t_4_2p`jiS3OLX`JptQ3r& z>gsxy*Ec`9-Zt#RYxD*17C9lrjuT}|hM>#0!;}t_LYNI`(d-Iqs;GAEP)GmDZ@XI!E75dBV11k#(2QTKF#`Fn27MKFt~0dVx7qrgO@YEFn{dkd zWeNBc1?F#NkG7^9e!M4jK@EeEa`Ia^Pb>C(O__uZm#|7dON2aJQv1u90M~w(>R}mq*4+ zLy3DdoDYWWP_wbip$IVsI(zJ~`ueKM{svH64)QBO>dsmn*yxHOBBWKW!Q*j0`gg{t3XjC{z1ibHW zn4T<0ene$)5?10{Sfx0lw&k?=mF>8wlu>R-XL{Qv;f zN1&m*HcdwlbKj>l8$}bE^8arsPjm5nG-~a8hIsaMP|Z78LdvAD$y-i50>ss1kAs{2 zpCR1nfR`-4X_@B|ugAE=V`Xu9hA1wvlTrQ7cQ)n^d4HxWgN@IjtpH^m0N2_-QKvVF zIRk0)e+QmV_m08Ru!lV}eU3!?n`<6C&$H{O`taehZXyh|z2qm?EHGYXxDmdzL7~xi zoB1BN8L}u1H0)77XanfzfvN_!_30m>9fu#0mXitc9$I^wtgJ?9hjoCV_Iy@2{q$QI z#SNb$Z^8Oi(L#|?)#Bo>O{Ym#9_GWZuX2e_(u(?wK9IKG;plO^s7RzW-z$1I=~(3C zMFN6D0cT7YpFaVGL2NX7(R$78G#`0B!+U)I5QiCn3zPO&rSQHN#wzDRlt@&r40krD(}YY#Y<57*pXVH8kIe#`m>Y-3e{J#`>(GG zN>&EWGk~`R&YOd?y@_4UrgJD0A;rQ)+dV7&a0SZHi z1tG_^Ifn-0p--^;o6kI*LDsAubb$pPt)8v1l~^wA`PCVNtN0WtwBNyssW;g9Md4Rd z)gg;8D>`W_BahHkGub~f!$yUFn(sME-gZ6-_~It*`ct-8ulo6rOlU9|0f-!ej9MwS zEqlnMKeckV#X}VqZurzWaI{jEMFHJoKxef$R`S576ii*E=ZN2Pw{MIZJ`>KVq^!h0Qx6JYTUyl=Ima)?eY-#~@`z_M>cI^qoov#Ux zCR@mr{4KiQ$zkF^Q_Abi9}dut0*4N5WdZkWD6ykjWx~SX(aEc=BfoeYMDG#sm-X@w z^(iP*aoA>52RNc92WBo>ds&hUI%}{ye{XDr$5&}XAc|;sX2xQ}HSb&mnd&V;nlY=wG%tW_%CK z1V8fdBhRZ+yVJaZx;4b2%LLt%?`#h%L#%XfvoK%>Ndv)JI}ZAad=eHgi;3s{%s;~HF2?I@ z8(e$e%WmdPGuZ=1?6VIDfMvPLgw0g>ZE_a>QWiEQn`bp+GRlAPdigOsXA%`ReVO_A zU?j3tDNaEmUd&y4=|G19O2sjuG=UuUxRR8$>uWqfw0%TW8IWDzL>O2IbBc|=Xe&@I z`iSx*iSnPx&IQ_z!Mw>asOh1{^14pYi@nk#Uk7`bKI$v|Y2~$_Jt@zGPBP8dz*;~8 zlT(3+Yjl&V@cmKp;-_z%5oW_s2VKX%J6Xy%e)hC#xy*gP{i3wyYUZtCBR+mzBoq8B zCeqtWVdt{9C7Fq0y@MXnhHt?IRQ`>GduWj2N}rOSB6dT9Bn zZF#*zKg-A`k9)l@H<$7Shh_ZEL8w;p8$JUP+Apzp9W8x)#pexCXh zB?fEA_-74E>}vvAeFx@KLFaIn%$wx_SZ58Z-;ey{HG@~BNW`Yfi)x%y>*}~_ z+A5W{I*m&{+X8j-9&!pG6|(xy&MqDJV}E{01m}pn8-_@?zbJC`je$F zSLW<1HMN*<>_8K5ZP%%%IC-G@X6jt`Pk%lshXKhG2R!WD%TQhB2*oF!&^jzNgoL0`?*! z1V`*QPj&a&C+i-!PZ`8eI*!0lHs)(K2VKW>mlueI%+0<_614Qs;7BJ z_ihN(`YPy=&`dQvACmt@e|oF#(b(2fmy~96P3bkfc5>t95Qhl=8X+@LucbW=e5|13mx+k)yP7_03`Sut4PJ8vq z(w}}zV_*A&s{VOiDm9RVLOD9d7i}+ZPpvhT*IkV{H>em*vIJPWL|E#{)yf8`B zYeBxUGN7`h|JZT4Jm9{j#h;&pKfK@K+zkvKh+Z;X`ar(IRcg=t$+PRoX5rMN%jtek z2ucF`InMuJK-iy1nF46ec~I!IPAB~_hu@HeF2}DLF*T1b8;-Ty_H{46r~idDu=fV~ z158cogKK_*|HYKp`{KwcZK&)%|7p33$`h*7zCR{Iz#l<`y*pJ>ivdp)reJc>va_d+ zG~XK?ui11vp(}si4tv^JS>ZMJCPjG}lky*zUEnz&4V8lC=IObY!DcyiH!NLf6Rf>j ziI5(NT%PD*LN+IMh5t?oB=iHAW-CbM)0rqUFB7Y6za^^MEl4?dp>q2k?cw|?y@c;n zd?6;86gw1f1zvg$ejvS3v&I!6kSXCXu{8<{@8{EZ&hJ8Mf1Vz~I_)gEwTLG`Wc|5# zOTfbLcGl>qJAvXxduBhSJzkA;MN1D?mHUTDpFZ{@X8yu9*t;n^!Dpi+3s2cidAD4# zfAh)0Bba*suti*Nvo*A)!glU$bL>5YSo+^b1Eq9;y?-#z(Z)Bbw>Z3V-z+L*$+m24 zsrveVwnsBQR-$9C=byhx5j=0n4W+xMQ8sn)Gb7*VykAVsaQV|iZhQZS=s;|Op^wtv zn}Mys!Q~Oy${L!M4gv)4LX*ttXB?~+usBCB7U!8m0`VIz^Prpus*glAbAp&JZ@Fh3 z+6o%5Ubj7Qtn*GXnP$I8&7)J)g)VHhPSUcgO6#=aqG3khY%gbrp65ViHkq1d?K(6b z3kPxi4;)kiVm2`cXtR}xM5B5SKUctK#N%EKLOt0_F0}!i7Fou1oxKWm=y5D&5`rhq z3o_&DK{%hJcT)-K4qL8ApJD^MM;p}&LscMH{n-v$&kWaFq=DqgJz=I z-yR+YvDo=EpqwLJ$=<{_vVng7y_;RwF%o~7;6O?=16(Wf$At$GU-?^Plbl1uU6t^7 zwa*77^^&>(P1*zfIS!@#x4L`j`YawcZ$jx6NRFm&KqDwbe@Ha6_qre@KJy)oN%EHz zOBdJFCr(_6K?*;uMJw?67{XkXFE>Lu5oLEJ4ubWFyb_t8#Es&9;HwJ@?TdU@L06wI^}=e61c8l1Z;eK36% z2kj5ZAVZR=jTcbdW-t#7^s2j|p5Y#!UX~tQ=q z%<2g!>|(LhNn05&vbgZ5Mc>_um`c>CTR9$MAV_vYErZ3!a zHzcf}RblL)frp;~0s$ZU3JRi|R+5YYFo$hioSYJm^H7AqaS;eNe`|US1{ZN#RO2p) z{c^zkCk6+389wqf#;9kfc%opKsYd`eRpt{d*WNY55JnYsc6&35?D8UTEFH%UE(XU#p+yO|;8 z=r81Q{k4=G`VPi6a)C@vBuRpe;57n_=%V!R-6j@RvdUW$(Lk#DFCNMH?(ar)q)Y0@ zmU%*{60(1#80jYr4LV6w?)Vw(Z~kXCKpL?cr1ewNdC=Ta?sUgue({OBp}Ti7YiS0# z3%7%@&|EgmD;XP%`*Wod10k%*tMe#d{pn4^CA&t|B3YJ=NsHim_;NS={NQ^Rb!g=O zi1=Wl%QC4_dHMN0Ab{nUnDG(hOKL*VwB))^p19W3$3X!qe()Gd-M2ZzKtMG)-b{0x zhW{jnTa>jY%3iG0bwA1D?GjxVYi@{^L3@GsaTTAz$It(xo`P?Kr$f@%scv=b2E#a+ zW8BLVV`5?oUwTFzd;)o@ATS?R&jX;0Qufexd97%&`|jH`f__WCvPQDG>l=ZQ%J#OMsT)i45$;J zrIr7+k3~R~K=_H3B2VaXpA_E(GmQa_dKZorL8t`pCFakF;4Nh7EiJcd(9KBzY8U47 znTB69g2?)XyMwlgNwdt5IFL&qt^t~b>CYiO$H&JJh&as8_s!rI9qm^v$W*Hzxi#xdM z8Q_Da>J&3sWyANzfXE{wVC5cg{Wr3o1TxQOq0AV2$`DB<*djC31f1taK;qK~VrH~S z)F8YhPt#!!MeI?YuX0*jzm5GI1%6ZI03|+uMuN97QgvmI{#xXn;?=%Gdk2R? z^~}f3N|}!X!qQgt{%7Gtm4hyI_8Nz#+4uoiO5;1P*i>)(vP*4GebvXboS$%N<|I3- zLzUQj6BGH=$z@^%1$vK~T-w)1k-JY=6FGA2U+x4f`oEkApZyKsh*3@8Y^NS$cVj_) z%GlswNd`~2F4%;>&X;cII$##uL>dbL$ebctt&%sP-vY?>i)X&9F^1 zwq@e-ckR4@!FdIMf*|@V%ID)c?)Sf|9`H}+`+toWQa$o$&s&S>AV%lkw2$VOc6bu* z{@bx=>R#z^B8940zSmra6Y%nUw?iX=39E59O4SK802^QmgZJAr41i4f+Kqgm=w(qL}ZpZ#ncYJ=6UToPRs{w4T@Mb4uk&auNwAvuedlo~3Xa5x3PrFe1aw!-!w@PS@IYE*D{uW=N_iB^c5;AMBj2<7E#aPeX~G z!^V&6k#6Q-C<;TmfNA8VK%%%UXn#E=Dk86S;0@}s>PpPvt$={Yngy^4KLHx2a)ano zqW=XHq>ncn(p52ccHW~;dai6FvyaB?VzD@wuki>?? zTUt#6Ht1DO#-)&$(~ecbe_P1}fE=0+r#Z6)levc%@dx-^ zw@7h-7`C`Xi|i8=z`4lt5r8O#yP&3L#-t<$!Kd-uGinwJ&#v5-D9g&SV*9skXd4X3 zC>Q_uEa6F|r<0(hD5B@U1a>a}cx8T8J<4ww$H!;?^#^PIfs`G0Y#@@R!r1uY*;4%RHBI&QECaE=yFidjU6YQkiQ8skMF;`1*B@=Rf*r3;za~ zLXS->Jk%H)`38D~0Z#5!Q&BrFNDPo8e{mv6OX}1AC$>lDrU4Ll(HkWIsK;KXq(J|7 zs)vm=goc(C#;MjqFNR7W1^shiO0sI0sDsw-i1X$Aw67 z*qHQeN<+zE-QJUu;R`+^0ylFz{QheH!DiqQ%E$Jc-h|RmI;6XY5gq(Oo(ENfow|W)NcYBuh6zbjupHIL>epl#;GF z8&q32X|Kq0z-Uo8#pgeD& zQ0N{9_1^vRMY!X6SDf`NIPt~1e*NkfL(4cFxR6u^ke;OrOmClgp>t_6`IYvU4d3D0 zAQXwB5S?mW9kDt29OrSp_`!a@|6tw&7{5pR`eD$fy&8GjZ4MDO-OaGy^)JUCJ!REv zHrVrQTwI#Wa;ZJAg{BlGOdPiv73LR#&786FG3ihK46ifLL)SLnY|slmjO)fkad=hN zH+EzWt2!p#rrNxMD07_n!F@UGDnzRF?LTE6ji0yiUoOD^QS86tZzw3r^(emRd3rY8 ztFhexpAPrf_ln`3l6?Lvctt>drGku$=?IA(z61B^x0{V~OFH?YTb|?ikG~;f&t$s9 zwx$1k7<}<-Z=~o&txglnpDb^CoYbp%Yp55p^{{M93zzW4iSeR^d3J!3ssG==bt7Ol zNc!3D#!EH!@I_F@FzUDI){`f7GjpOg{>n*3(zf z1N%&|3c|(4{|ms{15BAS3k#eZXF&l?1M%_v4&Jzv2eDOB=9kH|3`u_6-hGV|T0PI% zlh!j(#I?amVKCHtH9~lJ>~@JAmyI4zL3O1LlH7SzxuKBY{YQpJZ)2}aW(j(y7%mGV z5cKiU{7JnQLr~Tz-Jt2HMl&op=^U*3U7>ZV zm^unaWpLsUv3VHUST#>x*O|d}4*dN7&-HKta#zb(J8N9bEkR3AQ8pe|PY}OFyRXtP zXI5T{8Ztb4mCE>;H`IJ3tR;#9UM=7@;|J-#Op>2%Kga~uiQ{IwASzDm*00A z65J0AF?Z=Dego0q61jq>_CBPq+OST%7`M3bdn17_ZOgbHLXw%$1cb*f`d>DXGcu-~ z?>r2o?XQjX<;so$Xv!>lySs(TaQkn0esDN-{kL>4ibk$tm!wdm*G&~bp1MLSg= zeanWx^#$z%R@z{@9EESD>{%+b57sLd8b4~i)skP$WwPhId3I|PXzD|U)Il5BF14QR`VcXGX4GFcXpDjf6~SB;f5XVAYSU#G&N1z*C9Nz zy^J}kK{WLY)~A}+(lwfoGkf|s3~x3@kB*J?^R|PU!_1UthMUi>nYO3BOHusdEl5Vb z`YfS|n&|G3+p8bnM6ZYmG5)zY@6a&NyotT1SH?{jkrJ=OEbwDtmvBEfKhKFYG99^Y zQs=g&jzFcj_BYbElmln&7Gq>5D`{;V@Wiu|mV6P-I4w!ZD@iX3;ZHsb@&T{Y8L=v0 z-cNYfHT4VOEX`#z;k-)O-7i$Oyi&3jZ_fPF8!axReyD(xkSSw1=^halAvb+6_-4&g zvQk+tPg{$Hw#Q%nNxD}0^5{f>V(dk)&)1RM?x&;39088S|s!Fn^o0 z&D)U?$O>JWd&bfKPUCOvX;fyuNxfId2Rh^Aybrq_*$7AFt~<#s`lgz9y5@rKl$r*XgS# zQM7cQ13$cfZ=*T++h6AAK|+e!s^QTS?fiSh!m2=P2*Y4XvtDbmYCLKJZY+fBM8_Zm2Bfe(^l`O@o z(2G?b%?ulHCh!s<$Yoe@=UB~)tqWVofCP#M^1n~L`$pi!od@eYevP;(@85?DfL&o@X}M$v(Y+$AdF8;@Q$aUR ze;Ix53GpRp;mY$?WWHJ3r{6PREh6FJw-~+H%E7Uqb7yqzTZkeL`l`0=-XI?FOn&)! zxL9b-!rPwO;})$OI5v-!qEcNaG#rLB6T&D2SfV;bI zc)VROk=&|#L~X49Qr@Knr(~?x#z!R+TB-ZCT^pK1+Y=y@Po{rai5&KhRrLMZSB&S^ z9{(zwS68KO$t4ahO$4;pvQq3ORQawAHTrtc|D7W#kp~bi-lRFd|7`r7kPdHz53(ZkY*XVUh42aAd7e7vqQF|~{v%TkS90qSbFsZPk!A%$`%f%OeTO_SekjG58e_RHd{_uUU;4P6?cy$ z_^7|n>duq7l@*5>DJs9nV)~FP#Yq+Fb`R|}k~Z%}d`U!S!h2-@Tsz^%8#O1?`FUy5 zmbs&G_1T4ZhyAs`(wLFznvm49d602VZ`A1R?gJS6P7O%CoW>uHP2T$IYMrzG$fzow z_xiT(DE$>_=TF;cPvI40<(RR}$4B*!GgMCPy?cW1J88({KV~!$wS2fHRTe;j@`OZi z4$fvS3MM+%AN;)ZAr9>6XCO7Q>Xn$k6=URYl86qT-t40H+PFgN@3N z-lc}DIK^0}ZQHJ0PDH?ph0}PEI}Hu<-(^X=`x^HROD_uZ6N2UIu^9qP&k4hc)R2Y& z6sBdrK@f;|1e(xe`L4++7V2;2b3&b2^p#aN8C z!!`K?RZ4-k$+n@i4|$vny}B4ol#~7n^7l5g&VeNrjn|*Qb1lm3sk#mE(LU5(F-(8I z`DE0|E4i9-O-s;zYvZeHHAJXYF7h0z*l7^cx`=+cC%t*ELyRKHgU^9^jr4P&L(U zW@p&1NM3tIA{8Z*fR|K$UICT0eQ5kU`bET}M+ooT2e`d|wK1@m_<&93@8J^|zM|t;@+!)DZtZ6@3>mNEJ>YF@O8o9Yr16BSUvJNAU);+xBj*gRDl{kC|0 zVAzhRP0viTFw{;e&(jpGN__K@%=_8S@(aMFdowo&hX=Y+eoo@370H@DNk(NGnw6$D zfH*}a(VQ{;CtO~EAxb2kymgO~(Lk`~xn6##80qcTkz9b-r-d9;bMEE57toGoNqN<7 z9BHd34A$$)KM^cVn%h}|E@X7^947)sAX{i>A!ICPUALf8a%msm^-Fbo;sf&^Znq-W zHPtF1qt}uyr&4vvvb8bfU6aDoFZm{-MeYkY8C8n!Yk&OjLu(6x;TVfr&fyL}v0J|O zU6>?3eQ?}udY@+^1kV$9k6OzQ$Zq55uV;i~#&cIVt-yGE|8Js^CUCvTvY?VpXr*6s z)V}TopDE=`ah@corlUfjw!wz9FKistr@k?3Ka$? zjY}j%+q`+e`K?H5Y=wjq@7O8@LHti8ksfm0AbCuzo#i*z zs+VlNj59|gwJh{AjAnosFVG=x=(!v{5vjlnj(|NUN~Fo;P10YaP1`(IN4`6ysu z4_${a?iIZMx`g(h^_rmtsGS>S2;xeK1i|YLkqwcRB79!+?U_c3OD(Oz_>x9iTBQ@h zC@+Y~{dV*n&9Q_hFl!AJj=WFOl_5ixP|dG->t<^)Qlbam+?sD7RRn`MuNAKTqRe}7 z@Pj{`#_Rc$toU<2C+}H2o!UEtBqYOy+)SSh1bFHXP#wFDz#jc`<M>-Bp5^$k-u0i2YcUMUKNa@(KF&;`m!VGD7 zdUt0c9=|orz`mZ0oLuzJ9*Bp~ioS?oj-6;AB6mHvzgB^CB0CSUC+75EXu)V~a$I=D z@shLEiYvZu!L!H%zl)oY2y_$Z9EvwUHisdLt+ZO7bIpnPH84jh7Jmbv=-j zQD{hfrIa~GrsQ&{g3bi{O##k9o9k3e_>F4Ry2h~aavH&awKAUmXFJcC@bV#HqGhtq znlhNP<)t`(!IYzavwd`Q}F`mU%Ck-VpsB*+EoiknK87>|E;E_NpIQ52y^mM!CE zJXKlhB_1{|4N}Xw7s)Iu-E_irmO*BAxZyGoUE`NaCE~f~gNXI_HULI%+8^((4bB3r zha0m;*Xt+2KXmxm4eO)FRUNMU_3|3DvqmL^SmregdCNtvTpI2PVtvWUd=KBa5zd+- zn9Zq18yqmi-l7o1AEH2|rguV^xHV}eHEja#1QERt5_sC$K2 z`eSJB-r@I@8>m0P=MLsrZ9^1nyk2T2?#6}>q2j-~t57(we z&FAX4xVniki_cva6GidyBE=4#LeejF9sNv~S+td+<{wdPR60&nQ@QViEJlHk%I}ub z`|O~TdBO0oaq_&*cFSiVxpXHeMN0LN8~k2|g+<4)NgTDSx8%*^hk*)^Pb9X{yf55H zCvv*l2AV78LoL1`paKKGxh9wO&|$7Ovb}v${4AE(goXY^eB`uoLViNNZKI3vOXyl& zL0A=cVQJj&<~xM|=3xw%90HctYTh>?4H6NLq^o5zNb{&gQwUe( zsM_{+P706w-k~>W|2yBmc6b-@34lhI$jr;XRPcCoixI}|q53u>RKtRHZ{rICWspU$ zJ9S_Ogr8tgGYg5Ljy3U5m7E7g3a1)p_RR7A)h#Vu2ScHa(G?uKM)RLoX z<0gs;*dwJC-FHp4P(TW3&AT~Q#`;l7Gaf>7xUvU5_)e^+p~2@Bs7aIA>i zY~F3BR*Z>@DZcjlIaC@!^4~|$q9;oFRc8FYW8o2F*^m8(hxQIBSGpaWF-H^aUp8E0 zo{ZurBqj#Lp5EJd zV;lg<4;8f(rH7pOPqI{VueLdxRXv<=87wTU1ucCTbZcJ-JNIvqMQ(IN&|fUbEMsYh zFEaA1S2(M!2a@H%TlK7C!vPK87^r3}+LC|KvDhMvx=L#Mu>Gveb?SMKbT&}^WxER< z0UWvpkn;vV^wEWKN3D|1idQnK9r+fN8x`M-6kM_^XmE@nQ9qpU8 z5n=GShvumI&M&eYPA}?}^@?hIZt~gOS*qNozx5K`?w#w$);`^Ii*XCh_H$Bzex~tJ za-kzA`ON`e>HPV0&C5g=+U(E5ke#@#sp47#R^H2}qQnlB5w35s(bS zK#L>+$uzAJnhX+!CfsUu=6~0^YrXZpym!wB=w98u&px%QYFE{+`jzX>_it37_!LJX z202FSFeDL=6RAL%%Sim2gd2Sd9UUFYBEzYapF;r3?ZY1)E)R&l5ft+Ws53(@TkuAa z=N;ey*i2%eM&VV(0qo6kCzB=LvAi>}?_XqmI3Y(hG_mb} zIzbC{F21#m98XBS!n5KI)b>v|m}Zldk|Nj^cFb+%qetCvys8s57H^lNq@+084X6G* zel7WAM6=>RMAM!VX=7nOzThKpF*Esy-n47gLRdh6WKG{}F;s`~#}t*r`V-D^bACVx zCum_j28ztPYz6c!EEc2K}wobzXU;n@ffzTVFU z?QEweV$W#oX%v+|)}S-+a*wuBm;x4LK+wJ!Qdpqu(G(z*Q04Fkuk=q2J=vO^l=rR` zxu>`v4gIniCAR-*YZbWE2-6Bh>_OmM_+@M+xHMCzhKyP8p4gVZbN4Rm7vHff*6lI= z{05P1jI*X?&`Kf_m@u=irzdWGiSwDXjA+ZN5r7NrDl8MK{NTMF0beaOhvfqWkbc9$VsFdLIsCl}@Gr@?Tpa3x2>=QHy~t2XjLF+uC~Kav^T3ZL5^KonwV_GaJ#z{wfK3Y8@y*j8emoGpJDag8QYRW7BNPy z9zc;6J=U$-oP2|`i>b+(1vcM=GwMn-M9rCS9|ZH z69Pr-GVT*tvq>m?d`L;3rf$K)hpE2N&4s48gTQ&6<&c>d1u{4#h+|_bWRV#xb7VF(ePcOy%39P` ztH_a+E9I)y<|1CEjW&tRz`%eks_=S>t!8JX?IT-Pynr2@eAm<4h4{GA?zbld40k*y z-p9&_ob!v19}B!_+ZG>*zt=3Bl23 zqx$W>`WS%llr^e!9w~3EoR9DFe;U6_+O*!^OB=tfa+X)74YUMDmU`3&lcLAFlpgoq zT1`Crv>(WF?Z=zTQ(U_yYXw|~$6`zGF&7vX%CbeNx0NQGq|Vf-?a*}HzOzBE;ppJd z2rZG_6RkNhZ^tGO1i&W}OWSXCD(CO-B5T4_AzP()UK5`IQOy7@hnwcuJ^q{GZ);wjM8oI zGvttYXM!pnJ1N2~hbk*##sxgYPNn6An7$EkFXgtjQ^7=X&7nZ6jrd%8OiQvjY9UbLZmzqAI~O-6 zrKkpKztF!DGu;2XoldK*9Kl3!rd6{DIYC3Du7h zYlBFSYiSv(oo#-k!qvWLqw0}*R{dPZ7H7C>T`tySscKbTVZDN3xX$^B13}h;&b5$c(_ zkx}~3uo&NjKLI0O4-$EK7g85>4lZk=I<}qF1)1g+%I+$AaB-t2_y^1-S-}f04Q!=G zxZhktmF^{QM5*iE=o4A{nhb}^Dz(yf@{sqascIT2M)Esfu7Ps&D1*N9Q`lLhjTfU> z8}Y5H<>J`k5yfpj)UI80`8DR)nEYAI%HdV{r6VwFv@Oo6nfQzP@a1zTg*V4ETs;7L*qgAo zOXBQAT~pmLL$^d+DeerZo4BM}mjh`VqxiC`&pp8H{$|1JB^0kqx4~+y{^#xQbFiU{ zQvtCTuzqSq?hjyNr)i=lj$VNq2;{KHK^PQ-XAn=KcK!GhQm1^!I2c;L*FGis?&o1;NKRd=5F|{KxDzRM zL_go4pCQLs@S;A7dFn2-f>C&eRcbR-M-lR{%r9q?ohDT$PM{XtY{ReZ#)gd78mDnag#jQv2S>ra#Hus7_#dlr9zC)G6U|RU!+TYui@witrplLpt5+cQ7&H9(9 z(+7idF>DhxhB}<3Ml#crgd;Lw8=We~7T*b73Xov)Xz(~1(QF7UsFfZUn4!~@r5W3A zj(5oWPS~T~ay;%f-*|=oI#s`x(VWMx|2mW`~nF3uv~AnlY~1Q@6{Q6uL~;1a$Ms% z#wp@0xcj`k+&ffkiV(u}e(S+4J}e~c6IfQ|x>m8T%4A$^vi|}XMK|od$bItXrsU6S z8(3Cz;c>@kZajj*Xhke`pZ#Ft2@Wvp&wI=7Hg4{UfT3pX=v;IbtsMs^1P78C4mLs+kM?P| z-@aT2kFDb5cj{NW!@R@lBQJkfBDHOl+SR?DH&?)SXhBGWv7~7%h5z>H->B%3JB+uo zs9Ddd!k?@bNf)#2F>^|V!~eMMss>upm!zK&T>TmZ8RhVz6 zDn0!7OOo@+R#cbZZ4+*_!lH(Et^=-Nv-mS`A!r0Jbg;RzZr#Wx+*ovgpEdQ~3 zIcxt=f<(-4{vh}BK&#a^+WW@Y%m2BBd?yz;`!6Ue9EM1H?mZc;uA#~3_Kj3dxelk1 z^V~~b&JT470c|8sA@6{HpFm~kb*eI%WFffY1q6r^85uQ?>qfj^dl;gtU^buppW!Kg z3=bsvb+M{TU;3BUP|9^4&Ps%^Zzy0@W zI!tx=p8(*GQ9>DhQ0_m&(4Ju4mZ{Y`8W}J+qz_YTBNh`oOOFD{5&&so6y0%@(k;8{>LvZ z4Eq@1R-kIt5tZ%gg2pSTfk#*L;Wrvl+;2(;mDjTJ)Knj_s|K-tzzl#xKb-F2sG3~~ zLYifd%!_y*-Bm+zQoXJmbo)1y@gIWzZ@uci6bHhyi!+sLli7R~R#O2<8%fR452-_Z z*;A8^xHG6!PI|~miWRHM(}(g;c}-ing!^#NpxWm?{#~ON6ah;*`}EKerbzHitLYmK zWe`!ujw4k`nmKyh+})xyGDpo+Yg@G>HPt!ZnbQdzLa!^4zx6TmVY}l#pB$hV)b)>2U<8Yos; zSx~_Qn{jmop0AhqY3Hj$%jK0MU_!^q6RKCF&tD!y(>l*rONYFkfch_t7RrdyI0rkT z#&csn`8-VKgQ;AHOw!R+m4j>od(?J=|D7zF+}}`n?K!S0`yzsDR(x&4%3~ zxa;}6NNp!{O4(*X0OxJ2--`tMkLAJFhN`n4Bjm-3G5xNU{HiV~1LKLC#N06XBe&Rt zeROTXxIuP~H5@+_;W;h4SQkNT489H1Sdq-sUfZSw5y zk!M$r;n?`occD}nj}|M&MPZCs?T;oh(cb?YGM$`3jXDv#)431zd;G-FOho>x?^s#7 z^Nq%JStD+DhG6!#M4^$S+XPCitn06{mN$iYAuvu3!QHE-($?Y#_fnS*O30}1rkYJ{ z*+yCaFtKW}I6q&8p&^HRrBjr~ev%|3Ps46RXkNW_309icH(h^g;*l@A=uT3)z9pI&e{&!Rl|{_JOa}`)L17FC2?3=H&fTgaY3^sS&7o;FX$;~?AUamMGZIW zTr`G!ZjGdU>2gq(!){pLcB+hPTfhj@DYR;O-52A6#a7&I3MC-Y6KSM@MH0lDa0r`t zi#+w%o!*<6*=ipS#zQcb$6YcBx<$zYjUm5;Vt4H4%^mNwktE_VM)l;?-=14tKHu)B zOjA`C;VX20!yM9KUf(V(yw|BfcdLNtyHwtv`-uHGyO;?IZ8r>I917%U>~Zl0dkZSF zy2@F7Sl+MD7OwDk>`e-@k%ccG4?Hteb+NVBX6_16CbQUkUZZx$->nI#0FYJ%i>FC+ z8|F<1Nkw1BeMP6q!t!HUAx+oks=-K*|2xe?iSqi4@7N(oRI#E`-TJ*rw3nT>eU9ss zO3?~mR}I~<&dMbu4B*3xI-Tp5>VI$GA&yo&Vjg6c1PG--ZK*Nm`?Z75l8PJ z*ZUy7ORQKe*0pE_h%f6SXi@WB4TYg@cp>~$NrXE_#G>Y1zOfrEC?c%`K=N2Jy^n#k z`}lA?Ir!^Y55u#5@x6WwgmgQM?$ix1SY0xf@ zLWqr@agM7!jdhOSL8#b(YC7xs9uS)yH zH$!kC$T<^7oG0NqHVL^y^;)4xamwrS)a4itB2Q;~{phhmJ}mgUd?4sxqezhT}!_gTVVTX;`bGE&gI z$}kmRhmlojRB@e<$^$L#CrIL+LZ9LYV)d{qsNIp0MgQzgArdXaWl6b2H45#(=!)94a|K zRz3a-565rIw5Zxj$O{vKy$*3)5Jn&;<`|p^zXHfUNsbsx$4FnMhG@tP88&kkEv7s} zFk^QGhHq?Ktw}&yD5ZxWrQ{KN*S)6ITldH+_J;x^YkFar)bXEW_!9neN@?VU`h&bL zHCmrvBd>obgw*#b8`Q1a&m3VEX1h7>bNKN6&uv)0lCTHQUS4$|le%P?AccI+03(z~A4EsoG6Z}XX;`2K@<)5x6V$XI~ zGQ)|VOGW=mO9$CsodUcp`pwrjDFT=pL?XpvXl@z*oLtC({iA1p49EWrzEe>!Til}* zNLZC8n3A|+`v=M4auP?}>GyNjKNTMO)*MCA}_Bk0~jJkowrjqaC;rl4W zkk76Dhro6aBAf;gr#c7|{k?Z8 ziDFZj=IEbU%y&e`Jp_M}jr#8&Ia2wv`)7}Zmp;z8kessvS#G~08N{fv{>7y#C61VV z6V*;QkiQt51okyibwUf_Etpkj*s>5$sTuFT>8kLlb^)sNe4&~vFf%ORSi?;ulJfPT zh9xzdC@`vfLJ~B<-pgaPhGSAAoU+ zU0Ipe|}#V1`%&nhQ95KIPhrC@2)kTWsy|t;Nk7DoFA&HMGc)(jJdWp2p&3y{xbvig6 zaiY3c6czv}9_~=#{fVYT4T-GiSBHFRb5zg^tUWTw$KCbly%urRZ+3m6FT=z ztD4!pI&Ev*E`sWtOY>)FIDqsasmRqEeGfV->zl{FrCwd{S%@y}&#<_0;~N^WMD^)Y zIH};?=zFM>MkVon)R)Zbd_mefCu^2uS<)iYzV3M)a6gA89Bl{6J2J#ajY(6b<^f5keDY>%RQCF&67*U-e#LM%fm@v_VY{ zTsJJ;e%1TDMAAGYdPJI_i`YV!>ANG=?fVqLVKqY9B~!3`GevCL@ajd)18YgYO64i8eE9=V@9NjV+0j^7iBOuu#5yPBU~VHZ>G#~ zfWw5}b8BUiO1`UFad-TL!rLL^|mzEFefSF>HM=eQ7$mF2D7zX|=|&3);0 z7BE29JvT@kt(KE|Wn98t38!(66mPSv&rPp&VleN2J$~kY9^b$#V0%*gy)_q3rb1%Z z-89jv01l@&qY8|QA>Z!^0PIaO?k} z%Kc4>!I$ll=h}2Par0y6hoX?w^d1?~2?WyUbZ160Tz~O-v_?zL?Vl`vUa5rzg?h&6 z^0z@BZ|VFVB@*_&GW`_rc0H8AGeJOGhB(F;gL55)Q?oNOjrrCr))q<8yX&9;gXT|% z=FbG_E}f1h`B8s_DOIxx zsIt(N*o@X@2`$#G58&y2=9J`)j(GpHNwfxO5UE~bj*YCxy-lAHFX^P+`lY_6eU^(L z#}Td<2kv#&#s$h83SKME2)lZG(O&9oqc-{2Sr#6_7p3hGz4xzL?FG2hXsmnIsV#0sF|AGzS^E-ar&SVUh*cF4`ew z|5JD1LL`0#p{OsREU(r}k}aiDr=d5P+I(Ja``kHVX^q{riZQ>r(@17n|2CZD-essX zL1Bn#ppR&Q$1Ann;-hWVfG5S;f;U1v7Lz9>t0A=_$z#!up^~CO3o$0|8VG1omqJXg zqp#xvUuUJ)45zD6p9ncZk&_@`RQ`OtG62#Cy|b1tgWOxtuWWE7xIU2gfaDsuKG~=J zh}=O`6d|J}00KtxF$XP!S9EI2!JL*z^)G8*AVUAQOREW_ub!A%?{eJ)R zFfi!OhXjF})ky-93_}MIZ0h<@D3~_D@$D^_aUa{#e&`a0^^^aE@u*cO0@x8%o8SFP z+Fve_Tn~yKLBLn$_@KAO={I~kQic;TxG*BI^xAvD6m(or#QTT6Vu3H(7VES3F?nSd z$B(^uz{TB0!IhxpMMo3Jfyj4}mKJSM>+@^%XxqDOGEx_MH(Z=26po0}H0AY(h?Mtl ze3$YdF2SsED+=nalmAn|FUfb^42>SLaE-)`XSN#lo5~$)NL`DOvcDN;pjy-+X>3~< zg?zufjkEr32u{2@?b#E(!bz@(H-#uH_3+r+Ugm{`1vF)FSO9-*&7BLuysye`N-z>Y zVJ9E=zq8mP_;5IL5A9bccJ5es$FvW}#Crq&^^B{K4Vp*kb0+w8PL3_64)@+D_ZPX? z>Hi6Go(L=RF2-8?2IpBHHg{cNue!Eic?6A4-@ZREhg!}q&(1@(-L4;h%?#x$>{A zs|5*&UC`2%$ZE}TP?W$TLD<}7LSe3{wn!7NG02FIt>LGprnW%QUbA%&Uz1;=?W`oo z5fx`hd*_hC&dPz@ksv1emJ^Xbno0k zu6cJZtYPXIF8wWo77xb5#y^?n&(a{)r4uljU=*kbK{;pSoE*^`GD9VU;|;t5LC1?4 zMM8VYJxju-67^>s_nSKHy=!irQJTyoQ^*WAB?KNhIhii;Q~T9@rMdj`)q$HeK5k7= z2*4ZmUgKlQntf?l+V9WwR5>W`l@fjPAV0IUufV8+cxREhf4JT+L+W^gyQlozYu1KR zte?JkN?HlvU*{H`7#>8Ia`twqh4Lzxr_c1W&XH!vK6CVa;XkTUKS>0tfd z{ReA{>m%~c~GBT};ds9*b!lqn3-eW2$8(@ccHHQtvTx1dCC`nUQ*biWS zn5P$h_xZm4)aq90*>vF<9!+2L{_Ud&Ew9GeSeKdZZU?KRkw-Ty=nIAW#pK?T^3_!4 zrPa{T(DmLFxiaizM|?+;0Bk{XeU=gZ4vsQFDLNTP_r!C$fqS^C?5Q=$bTL!V&D#-+ z>lO|wGwo;>%*^H6ul$7pc1hQmYyL)waX@-Cfrl^F^Fg*ihhXd)ad8hU#ZVrFvrLEM zc`C2>Z1U``KC_O^<~ls3tp}zG0Be0y#+B9!B(*6S*Z6#!2ZM6Y58v0F-K-cnRj`jSsWh_~ z72ROgl(p<}h%48w;-hIo0j$+4J{?0rCIXK`esz6A`(ol-aD#5f^Z0(k6O8f=hAm70 z+Q?Fizi)F@Remw>c8*?tH1P~gQwYzYGE?WWl-kzzMM&uoIcZa9I)mOnIr})DX(1z~ z+^YFeNRw!qtDURoCQ;kZpa;6TJuxgY+lnw8X9Mh=YjG31anQLbDf?!Rq>w>DU#9Mp z0>SZDN*dpAadno$NtXS|d6%Ex%TB?cnTd0+lpoevd~se@v&WyO*04u#p^kh0k$dG% z_qL*JhCM7zc!tivjGGz3RrkX5xz7A#rS$%MW5K!}JoJl7h`TIN-G)~>9{OcFcYnEC zTz8?Rd*Pd$$sYBCzq;+bi>vEpliGGIceR=ZwEWufu3noj@rvS|Bn8jZJeR3$&w-jD zn|dmfAo{1cftV%np9zvr5u)V#Bg&-Y?zL*JfgZ_E}@ob9U3da-m<(=RXkIoIJj z)ANk#r$+kkUWk7JfN%-fQE`gI#nrR$Og*NB<%*A92y{5bX18@XDIYyp&4Uqq^rH0U zdO{abqkUdraSw$KD#+G-Mpo(etMqqFxs*E z@c_Wznh8sBJA_vUb+%9SIhJzKG;vD-}A|x1~!OiPR z7PL%{_E?|o8^P~(#96Sab(@TjK<=xQWNDXX)qW!tXJmD&`Sa`2M$p*RuPFO$9FtZR z4xib_cvoZ9>5WXk@TN)hcuQbap|X_QhX0&)Hn!hjn`zH+H6SQg@{Gp+2jde;Qf-*SQ|U9QgL^-`-e3$$<2$P{Fx&ayKE71R&S zaq#cbQ)C@EyK?B5q8I<7xJ(h~}?oXw)UCqnog{m8-)P z85PCu*{#OBTeY`cdV>)!?668s@zttwf3a(O(mqFTOOH`)Kn#%7`%RbZ&#IbVXy z;GOv{N)uyJAGmAWuQ)EP2u%wGc+5?NlbB~WjpQ(IdebgEb&4))RWZW3nH!PC)NMCe z>152e7uivh?pvIv{`&rB_Nrtnsy2Rl`+LXZdWkt`Z|KXZqM~AdWqaAD>D6l8gXq;K zUPbiJrku-23ez`q3D8x5d^H$+rT$AeW#|Zx1CW;<-J?j;=4+vCxnp$xa zc%h56*cn5#i`~E{QdRaB)mO6-CkM1;`J=}T%WA7`yIqe1fWJNS9+A;qd7W+{XyqXk z2VoW>vxtSf<4#vrjACjM!2D?7+;*te%kBF{ik#-pM2~;M8(rMQXVDg3`)%nAP&kh) zC}VXZWntq!8rDv6Zyg7UeticHtIoJ^=Wmd)tE%Zlm6OsrYG-0 zbGLp+E+2Y8Qjl)3gdVL_@@@Ck>hqsua@=-Qj7_Yks%7~o{|m=h_OAoClSc784$u=b zJ>#k(s>is@6!UB=1UeZdtzi}d6F+eP^D<#})j{cw;)RA|G9yO|%I(T4b)2NM{I+{? zw4b_441*eR2b$W#=xR#cdjI$0n z9_Pu$rZ^5mQh`3lW6#SGn-v%8V{`MLroiVLejCrLE6iVC?e+A3IvD6+_kp-7adx*H zzo8&~xyM^G2w&8wLa!iM7v}aXyYOyoo@wERF-vHNE4uKD%__&n1Jkl@$9?p95<)MUww8m!%aoGnVDoA{}HEufVq9{4XqZ^Vurx(;Rpdxs@vsbzO%+CjZ zrax-+Ry#&%@4FOF&Y}g3wFZZfbt5$Gw4 z`wZS2Q{``(CZ`m}z0ENb&NSptxCqvqE6f-g^AHx~SDfBNOGJ;W@R*;SS%I~9B54hG z+V6MHT&y$ciHwbnwb$(_D)8;U8(k*$aa>v@4b$5!ChV~3%&DEz<7{nh&3lC!a2=)2 zQrLYg-tl@GZ+Px~@1?1#PlRt}J#9;;e?IkV5$iu*Yp)kXFloxJBwI&sE&ui4$m;Pj z-QG1>P3rs4KJE;G40p!!NZgbf4qiLKru>3QRf~7wx%8KfP&mGRl%+tA9$E zXIHcdA`HgnY5h5xjp7-RoA3<87W`bk&X@;U$nm>n|1ws+L%rz zls##Y70@Hi%N>$k=TfZ;X=bH6S?!fryC5#UGJpP&3%JI`Ga5lZ32}+{UGp9K50fhoA2oly5tm3qPoK%5)=h=q zm5aM;=N*>KTunlO%jE%Hk8g=_8gY>`>c#Z(w$N}(kK`_urhV$rFl@6Od~{nICnfBh z_!y~AXev?P|7?TiOjzqR6GpfCWZfaN(e87N7gT0Am}nKL+-cYB9)xo}%pn?1Yk(_d%Jg=U;@Fq+%hRb1It zL1*&Lec6vQ*(Ky2;l9gGE3GcwHrxu>bH(p2;di&p(Z^LKRHq~qE2^D~Z%7GkAO@w?mrEnny|3jpO)Plv+oyyIa@xCpjD zDG$E4>(95)Uh1xvO@7EHe<8rP9l$4P%68ygVS5XJ*2&;jouARhu$zTk1D5`_%3}_0 z8_;s0WdT4qD=+nQ1}FxFcw6#4;X_Zl%eZeEIc_?K6-$(MU6DPb)7ufX@TRjge9BlL zL^is#Wk@%@zqNf#U`A#!u(CSHqQ_lgB$=nxslUmy8Sc_PVv4=#VXBT+qow}e#iI?-vLpC7_sQE4+} ya^Jt7m;8g*&@JPi>;LrbpYQyy{14vk->1x~8rbu0J9~;e15LGSszsM?-TyCbSsvB^ literal 0 HcmV?d00001 diff --git a/benchmark/results/plot-ttr.png b/benchmark/results/plot-ttr.png new file mode 100644 index 0000000000000000000000000000000000000000..e690162df360ea05dd4ca30f71a9af422a515598 GIT binary patch literal 213939 zcmeFZS5#B&_bwW2V4-~$kSY=c=}PZP4+u!_AR<9PLhnrl0g)m>K)PZ82~Bzj1py`0 z(1bt$5kn6>w7_}s`+jBbtFzC=9_Qk}hPVcrmGzc6pZUyZ&b40N*H)uG$8-(?fl$NL zmGvMHN-7BCWEj;M@Gq6ccH-c4=AovVGB|@{SE)V(oX)zcn|eSX4D`o86rDFV6d;gm z5Sa2^1K;$e3BLvw!wk|Iu>|dc_^T!Ml=35Pig8BOaW&V$yUL9H(agN-{?YQ%(Wh>4 z)LJg5m}i8AQE`3|`1bSpd0jtc6$1-ZH49hP3or=%ql?hLu05&`T96GHZz>&_U%}xl z-8cN2t^9KK2lMrt(H;w)TXL3O&_9Fwzxx;RN#RMzxfjpRbMSvu-$SJ4<{1(^dgNLI zLSCRkkemCGu}2e9q%`l&6aO0555w7ZX-Kpz!NPzyQ9FLK1isAzQ;VRx!tko?Rfn`V z>>S5eq(3jxu}YIjR)c2f1@B)clB=PtKeSC-VaQ(vNGnIUlOk1fyr*Squ7XouVTRU+ zZS2Sh3Cj}|+;?})T6{xh1V zmXs&ME~a}Rkfg&7`1W(OirAujRxdlJLpXHSy*4ewgIQI&{mLUlVk;G*Kn;7y5k?mC z?fB^jLs}%{&P#DNOxzN)2zZ(Ot%3}BQc!0W3r*DE5-In$+ftX-!0N)i>rk5KUbF}` zlI#U7YF3{~@A}mGQ~q=JC9~{O8VDyQAS4&H@FlaZYw3(gJ-(}0C{crwrn!CY<;;!} zG8hWu2s?_I@vUHI_4h_XJ7U+x)eH-k?d&fpO5TdfmigVAbyRV~IAwK<=AZBVQRzxK zeTqTR_r)lUz80Q;o?+L#pM3TM^)wBnE`!z~VRC3BM&@d^#)?&qDZ=cgC zVhQ@>wCxDTXvla{ZH&%}Py(WPP0^yNxRXW}AI|`@0(iB6G)DH+;Jx z>dDd1bXK;wtfS)yZl%8FckKa4}a9u+qI%bj

Tz&qA>f^(G4y+C9IK%Ip=(yY0|`N%(~7mIt!7G%c20Xv2cQ*#N?L1r!#1WBwKL zhM`>?bn5~cQ^s#xiFgD3zJ60b_X$t0`3{0wzSB(trq9L7?NF6M?h9x}zmS@A1n!l% z_OX^?MJ>al_xr3n?F+iUU?P}ORu?#?fkcub#3DW&4r@OYFURoO(r_FMH27_77bcR% zJ$jcDH;tT|<8Wv4kx;)T(xI-1xdYs#e`@9dx8@jUnCn9-8|_^ag_ZOGt0LzLbY0`p zua#o$$e9|ew55;#-YLdj#%o_iL?zYCF`YiA8-|8D zS1!#q9u;{YO5%SU+Q!LkpM>G4%eJ<+o63yva-{JMl_7^T375lMXyVL%?HNkz2obM= zT&)mCxv{e@?p}&Xb~>>t*Z#2$NHiBP4mb0vC#LprO{k@z?V1<73iWexXz1!s$;10? zI5n;yl~A8XORo7+^pYCfbUPK%hL5Iec_rp+|BDkTe^s%@4Er1XM8A>5&h~Oy$hs-; z6^gImVX7rxNlIe@@4S;{vS5%NvVoLWunN7CG2HGOmM~H{_Kdfo2c&pn5e~1nwGO& zQW7xiE53nPnU$LR+yS_#wx8WYp`pl%hiy^M=vwl42fCJ|Ch&)@4J39(CYCo~y#69G z^{T_R1sAIj6Lk|aca^B}D(lFSu^~bZmUd&mz9(2)?FR2{&U0%-@gc=K+ztk!NI1FM zgI%$%J%%){j>o>Ux4&QF*)xH6jKOP{mo*2V4R{+% z@p}^=eg3rp?R+cO(w}y29I&o59(_dRE6u~VG3yP_Ch+(}{CJ#97bwgE70CFUs@qYs#o|B^DD$8aGJ{ zRQGC1AHaWpD_a^vqef&1H#D(@rsWS|_QrzI*^ld` zI2Z&icAlmz-wy%NX|eIh77118C2VlR%HTh*-cDV%ORtfSow<6RL9n4jHy1G^^RE@3 zp$8FnvJr`IvS|$`N3}g{-92Ug2*2;5>F>mVS*oK`+`9H4hZ~L8DNY3O8h@!{tqIwa zxcNxN?F}WWin*|>Y>5jg>hZfPq;HaFkbv6H@Ng=?%n^yr;;}QfT}w$!X}-@=$igtB zb#Io!k;C#=6LGy|JA)T=^2gpE)a2ODCxICMF(~`$zYT%&3>9~i5_D_13Wq2$eC3lY z25jdgQX8#t2xIB!D6(!2c2CXKP0hVAf8_0ywk%xU$i$CFq@*~b6CH*NP2KVhQn?&5 zQ4=y$gzQcUu#TNVlV*v*@u*afBPqi0CW+Jxjh&fMq_QrIpWU$#^r`niIL6p@GsbV< z9xLNd8=0I8u}RH!N!}z!snnCUx2;C+U9~LykEvb;Bh18go>W`p!@^TXI|Jnvs?C|t zax~QO-h4H)V?Y>R#v}_(X0Jnxsov+A3OVrK=O)nq8DZME3FXrjje$)gYJ5EWh2k_TN0?K1Qi|za zEb>Z}ljzex*P;DMX@a%`=W9^5JE)q zRm1N>_Xai@iq4dI&SSX~ptV-m#fXQPvZY6`0E0*S^FP~O9gRIn>8VwNHj2QI6MUVC zsAQ*(XRWNBwT;o5udWFA^8msjR-U8e0N+lm^&qg-fNx5TqgjSGp8Urkh4FwaeZ36e zLxFRCC8{F79Nrz}WQYG`)0)Key`<2;d0AUl#N4=Y$#1rPy~^(9rE|nLqDvWOoB~nV zaf!si1gI2Yn~Ec_PI@wwR=%dLePIBN52;GHn@!hZXGomX-3rck-gyCz zu#@!-Ld*U|q{C;5?^o?$>-ek>XbLfr{clm1`Oc*BI5~4a`{iDHw1#&Xo@96NhYzh2 zhs}gAWt`nlbOn?3k^J z_1ze-<6>koc@mKw8N2YmO`>o#8g8^0ixyF$3PR!wqttAU0rUnn%_*ZXb8NGwv^DnG z?CoTA$1Oxv{HGAA>2bQ2S~Q3cn}bOL=2-Z-vxXnCi`;t>yOwM(!}R&AtY^}3=HrtNoj+e)esF za8v>24l^6NhX*boCpLcYoFhyzB;@D?Qhwyc>eyc$YiE&H#J-gYhPfUfxis0>i{6&; z*O&EV$N9Y9QB$Jg2Bz%&zVIw}>o$j&N zy(DM&-TwE+?(&&>we0`!H6f7Weg39_{B;IaQlKtY%gISkLKVog8!A7eGBssyymz^WOB$uJ3>z3&T}+aRmSxTsmdhjR%uozTh{#N zMsxrgYb0ZvujM;=V3&U)0BjiBvVK+1ZX6Vy{1(3TZ)|0WC> z!L^)WH);c-ZQwh1)A#pHt|-2}+_82(-6Q1c2fAA)ZakdO{u(rva_QU)b0w9-g?A6Z&~7o@0?6~T0FXBZJb8+V#jfc#TZn3oT_rd zkR*+|!h`KhQLQ)xyz%t;D=ds1YmG`oC+fkNPi!zba14cxTv6P4AeEb}xwp>K9u_Y~ zzvz8^Wk8z?Q#eMns zQ}TGBKL{}`LWFNCQk8awM8EcY<58SX(ZUnegElD{zB6HR7BB-(k4q|(R~H}jr9xpV z0G(Yvmiy)v;B2C+pLNZ_ zT4cWl`kU#lv9j)FU1{w5v>RiGkfFyjZ|A&+#pVAD?@vnmblDB$@b+*gB`OJ+bX&mD zU$7%fAs4D?3laTGDp{NOW_V56#_j>V?xjYVuvHgiu4bJ;*y=3c6)!vxN}*d;4sZg@ zKLu5UY`UswV#a^PSd-~vwbh50iv&R9T?CT@LQx{n3?2tFs%aXL{dEAcNkW!&o8P5p zSwXUn2LvnSw)0qpPueI>k*YU-^ApOY!!5AXV`XJJRwaY{WMQW(Q?A|~(DDK(t0UZH z0Wh$pI)1|Vd;Go(l=_WEjuL~A)xn5SwSG}a36V}j2G`Z|T2u);gA5j&=W|F6)(wqI z29&r;U5}+h$EQcmtf0`$OFy&MJs(vLy&1Ne1BDeAnJjZTq~gt7$Y^p%F6oer)K2iM zK~Z);vAd))B1sq?#C0Hs-T3wg9%u2|rpoxNtTZ+@dO#Zuv0sqELi4GTu_YjAK!H<8 zg7rbbxM5?^c{uD9R@Bl^XxJO44DNzJZk`hf2nY!YnW&9GLU&_P3EfK>Ad*?XL7A4r z+eF}9z8NWvn%MJP%UtulNW`u3#cZCvOb>*Uh@1NINHes}O?E0h&5Sou{sG)2!PA6l zT2N$vJXb4CzVyjxS)OCj$clW0{}N_-I#N`N)c+tT>!t&OYTAz@Obn4F8Dydj3$?_Gft|^WN$SB zth)H}SYs2bb^$@PdavciUgE9h@Zv$(EzmkRferrM1GA?=MJaE)D(e{2Wjd0 zLOQiYO=fyJ0PK)wC>!FWe!n&ETJneGC70t%z9?iibB3*I!9>zt-d!j>umUk~@17&I)H!@;OytU5BWGyl_ zUyXZN&)c}{^g_GDh1p?id=75?L%I3(?~y(w>G?FXh8syhPR+6RCyu-w4S7LF!$&09 zfOOLd?o(YpsTbfJQnMJT9jBY;C6^g11Pt&g>#aMIYe2Xij}zPBTHW#>^h`7w^~ z+0GjdPBB#C{ZDUiZ8e%;6OqH=bg|k4o^c?M0fkBp8wd+f*7bDS;?!y+5eKHG+EroP zMn$A6BIZ{WeXR;)Ob&B)_PONjfzDDZsznP#=BZ-|g=3x>xt%KNfF1W=3?POG%oB3- z9GZduX%1|zQZtL+12T|qk9(s>@w`V)#taaRc||n2v@*dJhK6foc36kzo-UxA1ewuT z=?N)%m~%cLG02*wBS5oG7uy7K79FoiiPSYQ ztakGR^|BRT^x&4W459t;)(fTfR{nL?0mnq@Wx*EQjjk4r)02KsY!#! z<7XblZ*qbE2Mf%91{mA<-mcufcO`z49+W;BawyJaB z`65M<5#dXkWJ|Fd1xfkj$A-zC+9Ed=+KID)eIW78GSaoeIhQ2OVv=3Xas;X#tED5~ zy)ywplCKk>D!+&k8t8m>ntFIt&LOq=j;-hB5*A(v*7?BQxFZL?{p z4;PDj*R75xKC)v!A`mS58-UYV*SJpiMs!-0K5V;Fza@-nZ7SumEG$m~0kyK;rUFO& z4YlM2r4$jTz{4Ppu-C~I<`HXRcIlP*h;*3`W6eIh=6Ak}IsR zAoRaoL*I&WmJ}f2EV1t9OkWmpRXs7f3+MS_UO7F^-)hQlb^6IYQfRtyg)lx@_h~Xw z+F@U;gp*e!`Zp=Z%|Gy%&l!NsgMnUg$8&dE_#wCvZK>g=zLT_v%d z7fX3PwF)Dhw(u+@iYLlS?u~fR-lo07Y8+=85Xif|9v(coSdT@kbsn*gUh7@&6zWv! zv_^+qgPlBiQpW{uyUfN8KFkj6;|7>#i6mh=a%M-9Nmgfan)mnM`~w*gu^p4FJV0E$ zMfOF*;f|~QdOE{SB5e=dDpSZBdc7<4#KWIw?7WI%>*s9IYiiO&a#c{{Osq_>S>w1= zwJw$ywy?ZBA%5ov3|G+6C9fOo7ra%ro}ni6x?(F{jcxb)eSaz&t=%J%=g#5^V(4i0 za>(nkTniF|re2br3)*6MLEdxbN7^Vi(1h6+1^Aku)Ul=Z-JAS@Mhux^2u=(*OH07sIR1~sN#P3I_O(2RIAp95P#bbL;}kxG@2x&WqMw|b#Qe+VEEs3?tIsicv5f?>LfHsLTf=v+(k7pd7z$~e zvDg-Y-7aS^xKUL{Ybm{LUBd842Dni|Q>ozuy4<_x*o{=B=X~OBHW%*i=6#V$QSAmh zGa>2o&(5gx(%v67-=0~=FvRLf3OM9Vu7rD!Vbv`ss{#NeKS9{SLa1{c#_S-`9O)u zV0V^{BkZCRIYD&uRS)d)BCA2HjaOqC#+q$p$lOW?&<-y^JL1wtw~&WQ*k*&T>q|C9 z##Gb&XE0{|7xe2p@~~r-PRWj|x*sUj*WFl}RSbPnz237O4t55|yr66OGMnrp(aE6F z-&fKFgz^F>fN`MI=~9WEk)#1JH>T$W>qB6b1;5iVT}yf}-b4+Tk7j|vQg}Yzi^+nP zd%pnb|7C-j_*XALEYh>~%+bzf3@F+t=<;0Jv&`7-aa?(jyfE3tR#1&#=}_wMt@kpY zI0iDFC^j^Mz0B4%FT6w*+T3fnXLqc~d*qw%!GY7r|GL^yGc|}w2E`rC-C5nO_2?Y$ zy=BDXJb{?O-HDajTTDSVhUqgund&l{@)MkX#xM8)P>Lz$MD-v2uPY6W%3f?F0e-dH zQ#&Y?+zs^M7fA2q&FM2fe9p$v(3H^}kO#@grWR(>Jx@u2Qj^YOyStNa!g^|38%dMA z&17GyX=Dd`$id+;t`AKeT-o;}M(lsMm!IfN^Py-)e;#0VR&MhV1$21oj?LBsy?WeB z)JjOLc=`7U{t|w^WM@mB0uV|r2fxLgRirAyYvbH-1*VTL1q}xr*@*1FL(L*99(;Lz z5)?A$LAls)XptWfubVJ}Gyw_Xr?$wxD;38YC|Do^g|!AWQ-63$EH>K-tSEJK1lMf$ zIm&tFyF4+hUMMWusMK68j(6MIHO|kF_f4R9fSv;`Z1hvN_9>o z^KPQBm30Py4O$C^-AhM(yHir6jW zHX|dWWNCU}Ce+T<+bf|>mIvVQjM->aikyKJ@wH8vyz|>x-1oAjpxNXRP#-@8YFNkd zs_Dka6sp3^fo-B-2~F1=&?sgA97oOsi>-`{%fqd$v&j)vOd}vgXCmLKSloDef&5c4 ztj|@xfFDDX2!h4Rg7*cPlvtboWA5yq#Hpmef`c_m~N>d`G#-DJWa>35@Z-9)jh9)^HaS?WZf1P7WR~A8}s)|9gm=w+BS5nFrc;VmxxXFs7mmb zh}Kp(qG7$Uco=iVyPlSf+u8AJZw6w~NQQmBcMy1LwVaBssHo153}A}e_Q5&Yd&{?K zjIPEnntM%;Gk$4uMO9SxE^ljPSX_*Iqg`UUaP@=Jb2pzqv2iI9sHD9)$V)2ywLP_R z&_-RX3#cynS|=(Wqu1TXH;l}<&s+Zvy|=uEOX zf9`!wy+9fNzUA(0vm{|*+Yr7T?tW-pr5BuMHj$;Jmv3idb$ zpVqm}4Wc1>fN14A{USgUEtaJ>vNvU>TCX)E%uCRgTi%>ut=cFav`=sw$@l=o_YmIZ z!r+R7$L%BP1?26>Ozu|3CUq$TyhT9@ic_HjbDsfX^;{m>O)a(qrX|QRi8XaqHkw84EmOs5zyvd6<1I z!$S(j&fDzl_)Z_)NXzNB#8+uTo3R;laUtC~XF?2%kOTGM0P2n1k%57Yx-%-CW0WIe zQO@YxerX@a$Mx()MHwPWJ}nm4b=WA|yXh@hGxdC;Ye@-E-5vKBLp81@)v={&wIx}H zM}SSJ{T!b&vX<17{z0hP%M~wqsb)}JV#*u6N6K0A{g3r_btdvPrdVDF{_ck?23332%*Z6F@=K`ryY zD3pl;k!oW7=x9Ej*?%)O-D3dMko90C&N&U*$9rNbm~5W^#rkc?XDJfF9bW`Wy1@OL z#O!<0Z)QBPZ;QHo622`D3^5Q$waFiU8aE#6czQgSw2Q}zdf#k>xX<14oL&DAC?BFh zHLdR`OX}$p%21d~$K|eI51_Vvq1-rAdu#}vl7NV8b~1f_YU^!$>{G}IgI{D zGlu_kMaZf_8yg4h{x<9G(TS_6F~Wn=QZe}9C5#WEorxdTW$ih_m{Wf|sa`mG2SC~Z zbgV>qZ6oR!vUh}Awe#OBv2N$8?84Xt!F&JDzM9E6hnU!|1v#X%Sp#5) z7`g*(UDf)Mim@N@B3MuhzxkYGgrgl9H2APzIrpMEoDLv$Eh!jO;+#ZxI^sARNC_C+ zuH&q~8;j5uzF8TY5BClL)icmf@etnec(vaV)OML*F3#df$JBPciRE|WkrNW?qtWR{ zq)n&*=`z8O=zDXid5yV+I~tfvtnMHXE>CFAthjYWq-=) z-N$03cMT~x&b;c62R}Lz;D17LB-27HFqdP6ye9N zy8gr1v5HN4p4kWMQI+BCQ-)#_aoSV6y*#{e%;Ao?N*hv}gfBtw9Hd=UeESIQLd_9q zf{k8q_8z08wHF;T;QZjVVz5xbPDK4}Bdm(Pz)zPOLjr1vICOJ$i5H;O4XTq8j%#9l zM$K|q0*sT>Er_o&2;sRb;>%xA-kY(hRb+KB?vrSE8w06izQhnG0OTB?wO@cuCRZe< z$ccolCQ8P}=?rXcAcJu~o1Wl-Zg~O5p5*Bw6935HIff71sCJI176C}~&rujIa(7pzfI}224HWef{Xp$e z;>i!!FcfV#D0n$2z;u!;Zi9*-%E3QAg`A5oHE9amO)4_4W&_D*-_(p=oPf)QPB#li zRI3Eo5FJbfMoO}^WLK=Y4r~-i5)_7A3Zhu)iLCfxL>i;^F2kad^9El}Ep_EO^@R&4 zj<8x}aPAlO_bk>{o#My z?F&S530EVimuC%P{(Oc}?(f|MTka3w{X0h(Ny9%lH8(;tG}JdoFCVns9hN4PY33kP zOhNZ6E;xFjaZ(?9h@^3RQ^H0V-)JCNCvS=o$tuUaEj0;@+}WMdiJLO8Jh9R-b|Bi` zfFVmNks+WRX{{?oM8Z%22Xz2F0(*M-6+g3I3Hsm5UIDA~bS;`f@pzRODLQHwZ^%_T zEPUsfW51j~Qns3AWjASEzZuQl!J7->c@JHS7!pCl(Z#Ak!XM?KjuJQf5iUUDH9Y1O z{vae8(ejEdX418A!K<#t&WvvS?he>H?v)@qzScUYSF!ie){5z;YxeDB+pPHMpje3Z3OyMHq_%S6uOcSx5-`R{Tg`P>irMj1x#J>=1VtT4JJ zP!MxLTLHbgsOVS8j}>+hBPIBdO?@LHKDw7wNTA{igOywr@;bJK2Wl7Sjs>VY46Fz5 znd9!SDkK(G`_RvL-cpgU8k)%jC@V5sgTYQR6A01Q7mu9(&T z{?46cp(pq8xNeUR0PWt^d6e%Bo8>nB0!}+0vco7>Y6f#(ymLZi-QomViE*6w6Eu3D zw8C||B_IL1`vRqpdjEc{wCGPqU!@9QNyo=MsO}{r_5MdgJ56?aP<<+0&u+JsI+!h8 zX4ezk9X%bL-brZfI&M*k%08T~2Q*-GzL%}FKr|hPq$V4v?i9INVV%QkXw{57|iGQbY()3|u!7yWV%^MleVi|n z#rb)7ke+klTJ;m|-x^%x`z2j!*6}$d%%y6#r3r{EP*e^A+L_%H!U@;?XIUQzG{&r$q@fmeDD8%O-xCikq8eYIVmwPP^oBR9w zgCfLq#@9!1J~Rff4A2Wd97gwBeNQKmU0(_m_9=*s**wxU3C@UWGEXYp(IQXatn@I- zmKmWxor!QRo{(NfIvjg>86h)Z3~)~W8(OKJ6{N!tNDV-moa&=F@Be9ZkZ$EvJzm!b zC(^{6jK+br_fb%?d{Ra#Qt^%PclLmGZM>An?|Uh-e(P`C&GII1x)dcGTEYS>Ktn!` zO=KY*$2*?@8YV$I!*QdQSIu&U5yN7|#UpVr%ozNB9=I`(;)Rr`NT930o*z6&f$xkS zJT^SxLsv?UuCCf$nT&2LQ7MFWDnz_8Wz zsHUkz_UlkMkS`sKn5EQP{cXgROWIt!&|^iDaSU$22{-94yoRvpFPLXh9UYFz5Mt4J5HHCek1gDv!I#9 z_45nvqdB!4?T3!4++JfUq+EwO^nt%25}KSgnhnbHLI#s}dAyqc;H_u)KX{w%kRWkI z;z_E1*%@NZc`S`j2Kg3)%8|U;+8e@7{dXxJAT+N@#!lvasU=t0!q;M9RVLU}&{?JH zC-~VtW#4l~5J&}9g7aewn{+KVk(nl-GT8pU;uFkE3RMGf9UTpvY#3-7xI8YA^dU(7|?=zr9AK zV7%G6(Weu^o%W;&rB*Ef*TueOg6k|Jcj2Fe56ZVyN!5}IJ&*qsW8 zIp>AYj7z{O$WjxL-@EWD>9`NK1z<>mrgUeQyjksp5{=ZOGL%WHY>Nl- zzwzsp$t1Rx8wthBYdN-=L4=F~HJM_6FX=1k9?VKq#MhpRpcSRwebi+5*nppo)r8U= z8*p8BhDDuPo%%V=%zjdLo*Lf&D6rq@2x`jcJ)v85+&d4VlW2K0XyK~oA{*%CgR)!z zvN+xoJQKt&QqIh^eDN3~vkY%ZJfK9Z;!9vi6r*B|Id+Yy;o{0+46}q_etFMZ*;Fj* zotP82t~&!%Y%25wt4UpzPDhXRMs7SBAHDplt%LzIi78SUcY)^V@U~YBB?X-=wkp8E zpSnH&8$cg?HK_@iUS!+ZP|2H+W22;u0QE$^Fjv4dK-1<3w6QS#5HJD@SRM$9nRcVQ z@a-3(TK1ZCwdZj`X($Pp|A&-`2XJCS1xRwPg68AJcF3>DKg7VlD^<)#SQ4y>O20X@ z4Jhv$wyYP9*J%$;XgOXd$i4e8q%7BblBkxo*l=k@ro+ zx!@0JcaXi>`>&fb{EgY4Ue#=3HNliaJrHOV8MNHN3(cz$LrwcD0k2U&b}TE6wQu@z3Xk?Aq~qkIlIiNjf>#o6S_azdBvVyUR~MwcHA{r}m~UvaIH=4oWE5o7oU zc>L@FZVAEyabG<9nJD}1{A;=D+U8|W#Cz=+GSsOScqUYlT7>3>Br_sQE{hQLMv zq2Hb8>FFUF(Ge3Mhx&#`6B`XOEyB?e>_<_2#p=}+6%FRf_#!j|?e_i)bnyAl&0bz! za?)e=(CgWIVx5&aR8zMgJ`_9dmsAw4=DTo>BweGjqMFK#-y>~pb&rz`tLvJ5NkZj5_10YU#&}L}U4?0WP!+kC7t3nHyBH-cdNy z9y1A=*vy$F5P|-0-ab3m;jFBz{2~9>SR!V&m@b}~cQmWA>hja8MBmqsrA3Yx!m)*Y zoBQO0n@=T9?l2R^@xm8`3Kg?10!b{xhAcEUHz%3*d}kPlr3#GrcLu!Q@25dws{TK0 zP`M}rGd=c3||M>>wEF|*Veyi}o)_QoNm3fQsxFOFaGswaIeQWxc+ba_?LKj*O^LOqm zD;r2eK^_zZ;dqE462gxlQiEMxtX;4-IXNK-ky=Yk4oUZk%bB z7az>6t@X3>%M!kj5I_9u+V$&y#lLqtXW-?VB5q|K8TnY_<+tiv!fEd*dbv(gK!(RA zSr66)>HVe*_OD_j5kUSZIq~`g#E_h4^ZhR5ByCIdY@JWkA483751@6wt}Vg_O&xxF z4JutOaQ69B+g-W_XjX4?+eQN}98VWt%)4!>utVw<2W_*T&Gs)sltiuzvI|HOEY5y@ zStdC=CS<(+p7-7L^*Fl@KYCz$3U8eEP3cbc4;foeSmfCLMX#H2wzbdG(=+|UyTB{T z|LO%mkI*`A$PyJWxYaR5Wo3OpCaoaV7lO$l;f-WnU?ph=Uc(OFVo7e}d=X8;?FR!j zClp2_XT+~x&(>!gk^8px@sX^$=)|qN>Yi}(lT#g#U=(`t)T%jTPvuv4Mn;Bpk!lvO zA-1O;PoL$JA#~w37FFVHz%%Z}cwTdIo_Uaxf&=Ct^qsI#!b-4bEp9OQJPLUby?gy> z8m3hzM=v7u+7HQRVstMfKOQ#7Q$7D7MTou?M`3ara^2mQF}#D zjouRiOWwc~r2NZL$r@S}uo-i*mRNFPGsP?z-DfkSw zY&lQcN7F;7T3uRNkjHi|J?YijX#%SxE*gP~ky30O1cKP}`ldO-3 zPg7-*-HFIZDn=6z(qD$%w9dlq{E{jGe_Og`2zjeR`By}!(4_1RDG~Ax9TI|Wnqle4 zcsmai2JFjrYwzg(_Tx~)eQy)2bBq@-5$8W9BD40$o-w?wxVZS}gezg{25x*@7JGg5 zGD+&_U}NOrH8;txCsrws-Y7V1v=0<@JSv(vF=cuTR-mhePn$HYDzc;5nsuR3y#3&b zZyIpMa08^jvy&aW(G{3O0aKe=x@^OIxY7L*}3^IJ3Ij(2l z+?E1gNE=~Ob1IapPqufzMBj^vAh|+mhqG4rQbS=Neheok&;hh%CuW#H;7|jBLsyEz z^|0?e!Gep+LUoz*Iy=7;=`6jU@h&^Wn$ce*QG+a~4I*B4WP|No<*nbEm%oZXY$z}) zS~%4w%{UX+Djay?>9O;PVBIKW^{QSfNW6@E9Eo0FrwMj0sr6s=y~FAvn9`DzVe?w_3<$vZK5;|x2Jf3bHs^6wWo1vKBR-TRbRY&`Tchq`_r?CJ zHZZzVLfS~>!b%T=t&_fpX;QG$a_h{pN84p%l*+G(P+UM!rKJtyjaiwx?J=k389#gg zrFAjoYH!}Ts`B!Udhkw$X2Y$&APni~^eym)5gSG`!no~S zI?sXy;Dri4J(mkBU3mCD?5Q(`NASrC($i;9)Ya7mr}PpO^3fp_Q`JC0sh5_KX+9NA z9&_KFP2Rum-rv_`xTOMViYpu42R4!jx}yeGu2Hd3y3#zIqy&U&Gk-7Ihou@|eIB^n z{@ABiiz;a;@6w&9p#<2OPB~QskPe^=PF2!V<&Q^C-Zy z%(g4KLqv%0VjnZwe}3vhgxi(_0ud~hxqo#dXPN;H`2k)f5G-45)Rr0>8(Xf;@X2Gv zGS5jwuL07eP{XsAQ~EM;?!trU z?%JG>)YKdu3txc*f4GvEZ``u&779SA-9v9UJ>^< zgk43vYCM2ycW`s}8W_A!VdW%$fS(g%c!$nV@b#G*;R`c7QFs)()sjF#fVsu)B?`c)Y{d=TC5+%bFbl_L; zti)sq+MMDb1HD2YUmQR7!ltH6YJ}@L5Z!m*FSD|;;y?^*b33qsNW@nE*B2<?L>WAwh~SxQ0$$MpLgJ0)%0NhO}oF2k`Pr^j;ps>ip-Z zZ=vWtFQ?^U;R^vb_Tm7nh$y|7Eq_*;_!YkUGXYyrz4<)|4z|Neo~

NSWId+;LLe9#8rlNotXjc!60 z6gb&aD}EGp@V@mlE4Jq3kQ#`s^`}0sxK%|&Hguce%)~Lo#k+KYI?8y?>k6Xn4bTg% zryzpO2kYj??})kdR0p!-KDx32LBwRw1=-=6&P{!=-6=E#)R+~r5}W;az<|xC4D1js zcwnx1*v&wn?vxLDfdueVd_+3Q5k26sWsTmO0I_n>kyTS{Xuh`2-0-NepkOgUKWIq< zV}H_??`8M;=pFDXj*pQCHkVX{ioE!T-T>@vwC~M~18=UVG*~o2b5T8yd-=@{z-6-~ z`1K~$^IlIMpQF(#XPm|HoUc(GS}5bk00USz>(J8zQxcELrhOO{LYZ|B*x%`?Zrw|k zdW$9>{lizhOr5Nm!>289ReMELR!eLB^?2l!(+zb zHa{$n_Xm`o5lAR@XvoXy?{+wZ2bELT3U$edCtWj9iE$=U^$wG?;4D@UB~`)>Pwj!rJmiEZ?WJBVLqzoqIy0%vlJp3l^yH0Sx^%wE?kBDVJlE=+5OkpKu%y)r059~VZ)BJ<5>(! zhr{|%XfK~)2$&BGI4h%IhJ+Dm8g#LLV@S(BQba>lS=)5&;hA;F;9@OP<=*f;QC|i3 z&R)YtatFvZq-VHbw{xN6tJ~MtTj^6-PeXb)wEd;;E7Roj3g54jrGPjs%YfF8N9ChI zcj=USYK0IWtP)Lr@+MI9$@esU{wx%`!CezK|5$v1C}Jn<+FFm7H@3{=qo1x#y^4MN zgEVyLwtej3QD1(gqBH*=%KkDct1tQ%fFDXiq+3d)yF2AUrKG#NOS(~%4(Sw>5+1s{ zq#HrHTe`d6&F_ETcicP1{cvBtfI8$kXP>>+oNKPR*ZGL<-w-n^vsr_*L$sS zM@ZP$kZ0ZFtzSQ#%w&>nwc`GlEtTZiB|yE%UAafz#Ndy!HO~xDoalIZmK_GKrE&1F zL09GX(WMK!kR~g7$1OOf-pc;{gFi&vuy}zKv3(!7jx5)@Bcr2lw%=j}t-OXzM&>Hi zQ=<5xEjKFR$(s_aR^cMH*8odHA=pcJi0vbAcenf&O!7LeUL^;}N5%AEpP%+R_!Bu^ zOervPgp!c@F=G}*GV_wxR#W&>KhhAS>4_k8&-iQO!~_8w66@~2 ze<3zxviK7l_3)#P2jI}$#GgM(d^B&BdbW0U3QI)?PMaDSIKn<5d)prB%n}N6K0z79u?7-$sVZtu!Irvh;x5Px===oWCVwTT+X8l zHI+j_Wtb9V=T!H)<#AKHhn;xmSQm8k`6dK|tVz5?ov5~8xw#vBaPum~$pHM!ss6(r z^F#-PI&Soi86zTc7Jo^#C6phCh9iix8Vev@kOmy;I}h>L_$&c`o;Py9aGx+OD7`Yv zh1)ol=Ry-lOFmxPLh6{MW6wMUNlX@BEXzyB{+)=>K)>@FMg3uKjs^Y_Vc8v!*~h1p zMrL)~Frq_(4YHK4~!8K>x~k zOl<5Ie2KBsYYdq$WY?nPg@cR=T#@x8rRcxqiL z|4)|G4-^#Ekia6HuC|#H3B>$7@fApQ$UjQSM<$-EqhFkc-7=y;FYKji^}#Sckf2mS z$p$#kGt`cw831&wRD6gMWpAJ@DPRN;_6(w-0dNoS$6QPRvo`jo=EZg-4*~0xPbkLGty=)I zf!kA`U?UayxUQ02^of7+0<6`V`I8=mjU6cuj%h1TOojJe!){(+*Q-Mx+O-=`x?ei% zrCHuuW5q;6G)rKa>J$FRj@2RaJLx*)K`S|l+%!~K#M^Ta?WgkUE)rYDI68MfXS&8N zZFg_)&b~lZ8=(z7afFsCiwlZ{Xfw8bmJQK|YojRE1F{|^)zbUebt|=dTu3H!8&J$5N|X)L|y3PNx=pD z@X@ib*qVa)6pvj2emBSqo+5LmJQP|D;O_r{YrW9#u_tx-?^BJR9?H{~wKa$#Ezvaa z)BFEN!WG$m{;Fr}|4+&lW@MubW>`$Yb~52TSRhPPn6RCx;%XgG+ok*yBf-X&S77Fl z0S^j%@jPwM|89&Y3(x|du&h!@04z$=3<&~VSA$&Wxi7fBd+Tw?3t<7d$&yR~%ris^ za423tUsi|I7VI>_2_r6p*3peNv$_`CsPIZ15xSw#x2I@<<~GTwpj+tTtcB=ZuUD)Y2uOwT=^7VBui@A-41O_GTQPO1eMnAy0c;AIqiBtt&zRmq~$^ z+&ERt_5AXX@7BwEsL1nlutHfHgAlEoEg@oR+A=ChraRnZJhP8zH@$o~#hB5o$a!;e zQNOjeynK=(JL_a7aG#O&r=HcEb;5spIjbN$V7}I^xYqJezf>&lIDES*sb(_#IntpJ zG6pw=y%jMJ2OrOh+PX1BjLZoc77Yogc0&zVShK~%_Drj;skTjAnhK=6$_QzC2lcaz z@a$8Z*&kqQy-NgkBoU-#Tu6&<&8={NPBy)l!Awml{MA1qQ6>-xF(o=%`_rvrCh4+| zS4pk9S65mVulme?aX))XEB_*X1_;;qc-~AGY0apXC$n7pO?H;EhAQbS;oU%kU`Fr zGw!?vFxWFwBhSL?fz&UG*9pKzjLEJ+vY_JNKyR`tdOMEc4kbc zr8G=z`-hKctF+oXmPT#Vt$Bq&N`BuC;y1|tgwH=OXWEd;ObBfG>Hpf=VdBBa-2t>? zYPQ>BaOOD8h(v5!ud$GoW}E^V*8nRUp+FNV~Kr8)<3rHF{3lKutDENRaPobdJS5(2z9Ex57#UEhU zN_rz*+R(xC&y*jBeVxGkKkpu#DJ->nl7QQuaYAvXfR|G1+G@T&>9@&I`skEM%gEIj zIoh$*TE-FeaBV!0j3*jRMb#QZ9m>~#IT4Wqla(?J578}#DNKTD1v_R55s1i2#U{i+ z=26a#P1@N#9fxITFy|>d?e#IpC?kmXUFtmFKJ$X?!U^*XcZhLMVsHsc)cqfrf!0yR z|Ay=T1{!<|E-F9K_JKH+s@OK~|3_*@&fkABPkHA1uo+ZsnN&Fg`N*6JTS*TE?lcTF zet}!sSZ0`b_x7!7?n}tUp2TU)>&W|*!I}H!W_F_Fgrx05WOjBYHZ$~PQq^_ODf}fO z(3t=DT?XWRL5|6F3U>BWwvAgwh}71yC)bVoy5>GX4ASf7mGm?u2+Yd^>|nzy8*1q+ zs?W*=E@QrO6LGT7zZiKu0{x#bZ+sgQf>KnS7D!nqA{~oqH(%!@7uo>ILbzo@lWi{Q zq=D~rRD2{REudl<>8Xs~2D7&aRe4@Y{fS7~b`b<-FPeatK-EC)aBMO|BKO;;r|qnhpK8>^bPfiPV|Nu+BM9+mc!{0^08pxC5iZsOJ7@zFt816 zktK6kG*@3-u%jz@wV6~5P8WUza0r=4GQ@b6;YADvR{=EC1I!h_O`fVk7y283p%_NT zkyJ-qn2DVNfHLQ)2G_;ag~rOS{KGc|sx>-1-x&#FhyuUxS%-$?MXs3fU0zn&Zi9g z(c2OSSR41cCki!M->Qi@L|m&81#Nvbx+=6L4Fti{XtN;baL^uTHBt}OW0qPvPp1!v&Mn=f5U3K~#(#9pmaAKspyxOkZk~S; zkQMIg1HHyc2hoqzHe4xt<;n%Gsx6{Rsor0UI-KBO%fH%9&$+#+!2It2aQCO*K9!nd z@^a`sSPzg1JNoS}AORfj!=#ANsgE_?;y`S#z7b!nax2!DZ=6cgF*-T)C~%>=ChSqa z86#%6X3T2o)Tg33r%_k9DdrJJ>#oEplxZhfQ$=b)wh)oV;TZOc&By-5cod*a)vd)8 zsx4g<^QknFnie~o(TVC=+4~~0;}iu85(_%P*BQw7yaBR+A&~{G{5j!MJ&%OQKrZBd z_)dWC>=4}50ne0fW%uQM;BY-qJJJV1Lq?wOvP5r}@BGXZ%JYJfMSOOD=CnySRVIN= zax#k`sU{_v5>KreuWb%YKa{~j%x3ig^JXc+QGiYN#m3x|+UJ3VI0vQ1TrTCP`*)x@ z8*DVanLdZzb8I|vI{d5*wT%Xnfmk-7eOqfp)Bxlb1}X~miE!0w9jGWVka0L{e=Y%S zL|g4%1yYJ+D77x3cHdC#wp-Q}6dE#2gjrji>z$ffvHj-Nu0WD&bF==QXUG~+fwe&h zXvI(|u<9h9LA8>Dr%=`Ky&VjXzLt zKYRQjM->Vq;z5vZREl*`qciiLV-Q%)shnI~O}`yn{t`GOIVU72mQ+K?k5)?{025xccr zEVbXOM^195F6qKcCF77YQdX8-#Sb+-6!i_zZi~-6g}l3A^-8P|6g?sHxEXBewDz=579+jK7{7bQ&Ff)03OyBp7n1)@_(q<4IiY1 zl8U0O&GVWCA^|+97IYUQQc!L#ddg@PgACEd>FMPJnVIR!%5rCO%Y8aNE}32|?1}3A z{eAhKSkrRio>Vl|mujuy@1ZW{xLo|!7%f(h?(J1__UClA&q+#08`BO)~LoD4%92q(InTrM0c5``r zo1nRmS2(6x9`o=>xl43JV~eNLchcQ!Rp0n01wG|+(@Hvcx6mZNDkF(-j=YmtCV1+m zF$GP~mjeXU3A_Fk%4g718Uj;B!+U8Vw?Iw)9a>ci#uCIyV9m2qxx;&?tBt@p;s<1H zc^affJcUK|&)cZrPZ3jp<9T7*-=$+&4cHtlrNct$^OQfbPpnfYRC~NrSv-vm2+jGm z@S2^ALjnao&DR}`(By~TWuK6uFCwI^H^ruF`jvDE4O<|_fcfrWv4KNWhsEEGRTn}WKXr+ z3?0>@VZ?UBaretx+SwKo==y8e4Txv%fVYt7@Ls-E{+3r^S<)<4GEi<}`)7M$)i&eL z!@67?NG+f|3omjYln4-9ImC;b7JkH& zsQF?;*fK{n{Km^wIbY-|GmbAE{z{kiEm2G+;A56jOB6XBgnhleC{6MH$BuV(R@!_$ zbSdh1+$AOp?LKp!7N~Uwa?<4o^&$Yn70u1Q_J8WHtD^!LFICrmpEW<%VEuTm{3|lV z5~o_v$@@m@($E>L{1XSUG$aP`+2>9M$^$6szRVSCqJX2^!+$L>-s~dMfAn?-5XT;( z3(wgLJv}{4gx4A$4}sFWX?ZB6ga<+CuXS~E^Lx=Y#TXeKVk!8?b+?J^_R=E4*-A;C zP>rjFgWSv8i8T9;y{JtQ=O}+^k3!b0IVBxYIKfK+D?>e&+N9xHsHr*R&hd-+JGi#f zCbEtttQbic8su3ZzJF2mAsCzzH)MW^B!MNc)lvr%RkKNGq3xrC+C*W`xO={CA#CPd zs__5U3-ByIJ0%<@sG4-t%=03rA;_<0!}Ul^^*fQE#-Wf|A#u*$?GA2!_8}8`Mqzuk z$~*fXXt+H`>9`{T$)?LGA+cLO*FD7rMWlX4v8pkzuHGJA5*+x~++BW6VwtJjGIPeD zkoG%^U2^nIk?YzT()PxMfMP4Z{~oTpsYW zy6@VFY2Pbe(!iH3GGKpq!u$5UP@^_%r%1c!O~PFHa#J1|i-l7S9kvouP;6kRijYfi zM4uP{>se*-1N|0Z-x>}pJ8K!j^nv%WIb8xu*nOiZ^O2w+~#nmSUU4A=&j0H@ner(;sKdk{0T`&UdCj z_dSxM6|Li_i5=ZvEz$%FTP<8ELACtfQmgq;`u|>Cvky!3994ZNrtWT1!+%YSJkV6- zJpsG?+339+j|ebPp5E}l!A2)m*)HFeS+zd1Hbd+-Mr$C5EmRx|eeI$D5v#4}VNuoO z=am0$wtI%!?lcg2hVjsneRbN3c$_P!s(I(t?aR*M<=%aggGE8!k1aV?-$z7)!1RQxtG>&rt-8L zQn(B^BZzOAlE;PobHV!tK4;)Zy?}R_qGjFI_Af%>m?{HC7Da3iT;2IvTD;OW@tG;5 z%9O14sz=Wtz*O*uSQ4%=yV=*Ozh17`{c1_xc6V(xbR|fzf(9=7X2{Q9vU~Tu$i354xg#zhl$-kv zWQ~rr_Jg7x9SSg5@Pam1c<&1dtRm2-)rdcugWiXOy?tf5L7h)}?Cb9J?Qt0gcB-u?l%9L2GBTD1>4wdCFO ze2L(Di@>b65*`xd^NHP)mki;kT4wDv6-i<6-0YZ$y!?#I&u{1H0}YG%Y!||vTu%FK zsAEvp^GH;D{tZF-tW@#!AM&v;^B8%lvb3kcAvzakX@Zwq{EBI>qD<488wrc8BAfq4 zP>g`U`ucPIN0^0v-CMXBE2+yMdm#3HU8JIZF@>22r(pB zg~6K$LAp(!ZR665xU|RoKC9f%n5DFw3lTXUv}er!S!Jw6Mgl6rFqbT2w#r|V^56#v z;Ii0U|EAeI^UO&f>aUUci2e>WK&+`b?Cf{%och81`CdGdG?csRK(9P&hQBs{(n)dS zf_q5*zRvYLOH(=h{0-P#pVkeHQo<})XMFun>yb0kRd%1+H+i^VqVrt2zkfG>62XLv z63^PpH8S<3gQJ&sYb<8cZ7!2+v~uv1&!6;7^Exc{q*A>!fw8%?^Hu)F@yp6A#%_U} zNP*WDs2CQp>oggmr7B&k6+=Bg`hp{SFY(4UB0QU=V`)M;8Y5*7%H9h;U98K{XIiRM z)4931Et0Lxr)K8->qS^0w2O0vJCDWBi<0uyQ6L2J6KiT~ zf7z1$iWW*L7uVjZ;q}?dA0kbwoIiBv^=Q_X!1)%>DQ0Y23%oDRe?*-_accr@PmN`$Y1*R>6_o1lkOpt|gl!6fY zMA9V-<)$IGx6#28>LJGC>Mapqv-ELnpE<=f`}i#+A4jsUeeVP)@O(WTe~ z*d9`?^+`=;77?C5?3+0Vx6;>ax7hZJCFb0%rM!)n76)Af%V*Y(!&#c06$_1oVjow& zj$B+^+RV;U?}JI$A?7!?aj&~ACokikEh%7-iooPsGOKdN`&3#=PccZ}8;^{?9vbSK z#b=6bov)FXq%1h!%8J_zBi`Wt5 z!Eu7|?iB=I$--_mNhUPR(%3GR5ieHXgxkz6tJ`vZDbut_9>=6={Z`trob&c1kgW z!)k?_G?UhWhjdN~3adpEZv?-`KeG@ccd(Va;Uw1cUh+i^Fr}rV!2i~m#HKKk#>14x zNKi?$G?L0+1NsQv0{M>2LIfOTogvM`;{Mq_jpC2ID*sw)HX75+0tukomi&^fHiDX@#9gK!qVKB-&IO|byP4A z)nHHCbn1CQO>nBdVOprd&Up-KO1Ga~}v!o5uIe!n_FhhJg*P?iV8dG2;*?@%@!Rl4#UJv=! zvQV%w<5zPC5$|nzV=ZB^8EP*X)s9Zu8GiUqH0Lb`vFR(J|%4GZpRnxj94RS-{WQcQM+Ca)G{5N^KZ01W+9XFb1S!A z9F^ofJiI9kSsPb{s@6WGU2?z86f^dq*2@vB;O1wyt+H(T)4OKZM`+keUlYI7@(hZc z{naYM0p6sh-f%!?Ftxjx@^_-V!(k2#p)kpdtS8Alc ztkl)!Xpj8MT7i4&V5dtGs;VdZdyZsS)aPHihRF5lq;0{Hm@g(EGdEA=|G@~M-e`CA zfK?GNYNX}??2x?#5`uCE-9zXHDp(41u&3)^qoTT-#wUvRN{cNgf4)aYPjfU42-Uin zI>pk*Rdc=nsd(hOWFWZs0NV-gWyU7H6wQ0BHbi2wv(I%6F`ro3Nh}z0?U1nciVBuWvtsvx zQ21iHzSYxqD$6A_LE@0odcC}pGWxc`v^la@Rr@8^?J2w!y*g+Q9Mg2PiN z70aS%$26ylCspUAap?+A{rX(TZ3DA1WwApRXQWmIk5R1;xEU}ZS9cz_$P!0JkXBIT zl7frR1`@JjaOO7Jk*@r7hn-!e$%xJOL6iB1hN&i~GYR&Xk@M>m|?gLbie~ z3on?H(aqvyLU;rN(GSH5-^QBFC4{3&uiF+XDs7y_$)mYwk&h2wktwtcRkdDz0TD&d zhj7sX2I(wvZQWI3nr}Vb1|eVqc`4vFoFko2Wvem1Sf-W_Ygz1hBlY$C7}0CR`$zEF z!JyfBOX1zF_XW>V##-M`q}S#cK>F=nvzZ(e&}U@HcO_M=e`lT<*X;jr@-?))sopmT zG{k8kYciYRy^LyhFFqUUBy_+S)O`EEOFABTP(FLzRNL_cbe+4EK$=V^U}^@>KmVXD zBu(h7>?^-Dw|MD2CT-%jPKVg@zDPt?YOBkF4^eG;q3Y+eLQ_wbl8lyu&e=*x3Rlb_ zliI>4uroOFtN~KN_=IG^G|rR$Y)yt*rF`KwN#k|E8P6?`E|1DLJXGS!3>}ZmXLaq? zEo}?$=VhYI6d3c~gC&Wct1g9*N%B~bJ&vd=$S_xmLtPJ7YHE;rWOD_cl&V^jc29XB z?cr2|UH*JtphFlp`2wFPWLX5b_td+-SpyHNuh~+I@8M#DtIdKi8!@5;MqA^~zAmsJ zP8=K@xZ8r-HkMH3E@{yEfcGe?!Dc7`EwWGxUA@@2lu@ zTh8vk)G0dh;ocV`2ENP3eCu1CHXtItLGMCIjWQxr6)g@s2U{GLrVH7L(ncsQ#yvtaEse-FhD)C_uV#_Hyev|R66r5a5;S~yEFdoBR? zmNhz?k?midtC8}kxyM}%NQZ7*hG5So(GHtEam&1XhU=9Xn@zDatBk*2?01g?o%QQ1 zwlaA-zb36Z5kV*x%Rf#ux}otNTG`#NGaa@FWel$2Vyo#~O%@Vl)m>7hq4@WSAruSW zb!JLX!bjXd@};?JohM-ax(f^U(|AE|q1@Ye?3l&6GqVd#rtSBqBU`f@t~vFGn&S@p zzDJUgT`d|25DYj-iRyAc8I#6?%Fl22z0WCbuUGmaJ^>m+Qtv;MD&SXMw|vGDI!v0C z3OA^RdNjOcM|cOJI&3bx{i&CIuIGJiaUZC$&;nH^A9w){jEn>A^+3csv0b13G&5_?yYY>O`)=H>;?ftNsqDT;*nh8eK3vSjtYyx; zUH)9Tb*il?CKuZ~;QqKe>!R!PrJ`L)L2s02e*&x`|0&ZGr^C)VHw<#O2~!f4C`t_8YOq9eG!2n`6PJX*qSym z)k(RvXpu(@Wux|WK95r)2cx)5PzOswxy{J+T7*xJxJJ_N!=>0X9Ut!qnU|}}TJE}A z$adc$S}XJoBOc1%8u%0 zpfBPpAh5Q8(Co;@c8TfutfU+8uv!+l3ak1$-$pg#A*_|F+-GFNZU`U--;4O4;GgO# zXY)oSbyN8jo4iV8g}Q3>O)G@0PMz1AZQ_rPm{-o&7#y9d{GDmpGoQQooCnGQ+WF9b z5l2rUx5t!__@4Ci?KXP(FDv_ zQMvV=E@!73;uETG;dERWPoUYxWi!P~x^rld^&4p-6e6zL6?)eq{t-SN^DM&&wZy}1 zdsWB4^K#+X@;)ip-7NNDktUSB)CB7C_9@A@0cRg|laio`FsHZE#l!U$o7~{v1bEK( zjI2hfc;R#juV|=X)pSWL1BcSKqWn_P$GTq|Z(D%~&k(iN zNy6b_8%&My=>-pSS(*6sm$o-=2;Q_w+bTOIndy{#jG@tLj^y6(J-og*k|mz8PJCzQ zA~q677d_In5oIP{zqRPxjet;9nnT?&TJ?oRD|}p=Oxjw)2R-ghRXg`P#%va1qVo?o z<%+n4VVuKmta_=_E8u0BgFmv;UwwT~#o*gn=hTJ}u_Tf0O-MHFPZ}Kbpr3TO5KkZB zm`bS}w;q-?h>{RaKtsIZNKz0wX0>KGMyjEvt-k}kL`B`1RPyzt-dr4$3=Z1cFQgCS zB*wre=ys50W6YNsl+WBNr;j@v3%b|Xbe$A~v|(eLiwecaSUkj`qp<69?@dm`aVnYx zgoTAEaGbvD_V6NwBgfT3U{xG?vEso{$)~uj4LGo z`O>p?eFa_8jEf~dJaE%QSJ|a1Tv-2C6;Jt701^;aG^^FuU9r|cYSNQnvPXRF8 zVtR}6cn#b&Y)HW&Vm-og@SL}opO=)~{wRfdlRk&g*#SECo|8hGBEFPT-WLQZsRB;Y z4;gz-^x3scm6Q)XxIY>$8N)cuNa-167LqvK)zxJD zW=*4|QgnI8@iZn5?)*dBhZUe->Stn(Dg`xebex4g_{yPp)>GCMeQJAzyAykkNq&{E zQz*n!q}Om#vCVN+QHn zs>U+To!Tu<-#doNN=bF~z-ju3E|t=qwD{T;%<4*Cu*~EVLpiO71_UHV;tHZDlyv@C zHH&yK%Orhw;q36_fmr_X)(4MOH@{Qy*KJswH@RbS`;Az!g`Nu@8`-6%;Rr!MFY8MkelNq&n{FonfUBg{)xn+h&k_B91sDbRJ7|I%R}(XfbnW;)CtY+U=Qq-d z?!FY_+H^n)knF3>V0YHbjA6Ktohmu?^*DJ8cJRmJnuG)aY!p+zo}M{gi$rsx5N&(K zl+Og*6grCYUVBC_I4iW_afb)t&X7Xd9q9vJn$EuP>IF4wqLCeJ1Fh#VR$@Wi6 zna7t)eJQ2*&@!toG?BHl?R13D(^w`IXSI)xL1|O!X$E5-I}4?`3fTw4vpmqN3pYGSdK%}R;4|`g>;&#JCIB4#Nsw_E+pb{JH z=_VDE>y2JMG4nl|UT+r_`wZ~10n!^ZIcJTQbb`qUs2Y;IQhds)mbj3zcB&m0dQa~= zCKZWZ>s*#?S&+?~aMcBVcfY!a;U;8$KyiC`E>*<6KT#y)ui>-MZ!pwa?q;;x_sf3n z@`O{STKIt1YmrsZr_Q+j;a*4$l^4Y2XZh>vi}Z$uJ(0ey&|76^m3N|&p=L?ks?8Q| z7Hh!3)S_8>Fnyw*5o%-6vWLM<*$1r^4e?P$^Dt1a1{KpCv= ze%jOhk(KK*0qXU4?YL8U=BF*ym-Y@ zlo=kQOEQZhtL<2=+wt?MCH|8?<6p2?A^Zs`^*gFwUYDkrblRHZV<}p9+c&#Qgv4|Z z=P0rf7XFW>E!}s+iJoc2?n}Rs5_-&s`Y~qr6&$s$!8}n)h%{6}b=ia>&?3YpSbC}< zqL%czOX?`*`_H2q{fDU0J>wkR19yM6PVY71gL3Hm(JN|mI;|%sHr}9|U;Cu~bE35_ zwO|=UM{P8tI-twRVcNOyp>M7|Uka%gdqoW5Y^dJs()Tphe^Cf~O%YG3p2%BPCibgU z-hpfy;jh?0uDKMyz($ISmp^51j4f_nn2S|#WqZt-M#(GTnF$|-;om%r|8fqQsrg?x zqBU_5BL7CF0cL;sZv4Ku_MN)g?u4yFGl$KeZa14d&(mw8u@{n4bWO}ZQv*UcY^F+l zpS5wB2-G$;`LG6bK*-Ooede+S%cND6l$@S(HTsG!v1R$%J?m`G%3}89MdenyAjBUM z)m1$DXs)-gHUOq~fb2uA;NQAe@luYeXTqWN{@T-B|fJ^Vi#S%gJO*ToVlXML&*o)PVL9@HES$JRump@rhcxJq@9jB zsMwa}MoiTOtGxNO$@-T>AKtNbWNVI#*hCS}%pBG?Qu`7r5QGJTUUUChb<@!wpzn(} zP5YLqWv*bOtkv;wyZ`oRtk3P~37*At zTk%!o_p@z&fnGx;Rh|Z7G2hh0#;%PPj8T*upW{oVh+3bV?g#JeR7j)vzPrfk%r2?w z>?4ok6piiBb2=+SULb>9S zqQMzl6w{YMKS{?37GwC*O!h{Uc zLOAHdvUJg(Rl&x_Y!}!`y_L5bFsX-Ak~|8=zTotW^{i@bcDwe(|Y)#Ltr-b~?4 zbMMp2Z~{~}E`82kzRK;F(jcCSG9FF08X;k$_t#!(^V#%f?(-@p0sHmJ_-#u+S$QX? z-Ov*_8mZ7!3_8N1Qo&z2^pIqA`2(4Zr6wUyw*tu^2WxIUORm*}e*b065i;+)4%`zx zg{Rd(|FF3!I2+h*Yxvv!p0PikihIZ?C^9(YU#0-(OqV2n-RtTi&Rj`r;MJ%kCIQ zL2xx>3c12TY>9td4j&(BiM#dRYL7k?s%4uV0V#2xNooiL5ylQvQs6;2TN| zy7tBzib6q7K6*iQr_s9&(`oYc_NcSL6TV79BwE;J|9a!AjA!l%dg_@WV)x5MXizRhTB#ej7L4g_LU;RtgQEu2XlJOaS_n| z?X;kcy!1uXY~1XuQJ_U?5S7M0EPu67u~q9_+VV(9L%}b)2oj4_XwYjUBvdj#{~*YZ zrwn{I8Rxv2IqtwteU`eA{g01`cD326Ye;B(>!!y)2L$LJY%T4^g_L}|KGq?WZ)(-~ zVG_@^ZNkEI6pH@jq|6Y;QKw?k3~3uA2)ZxT_uSeIk8Wz^%Aa3Ul`%v{k7D(;yN|x` z#C$kbp(F2N%M!ccQvIx`^!5{+(~mm-xKPzdOS88oSu?-c`Dkma*`iQnv04<=cU2^Q zxJkI4ml-U|G>vF`_Z#$6ky&rVXVG(^A*iZor;>9=e2Ixx&kL*lm_$7#sJz;9D|-F? zTp&CRv$%q&`>urup<*WGq}kh{>Ct;Xb%^x8*noEY{QbM?TL~RpTS@%qs}AYPiL7Me zos*m9sdbm{EtyBd?qaQ753{@Vhc}z=@1N=Hmn^3_C-U*aF2w+cis>DjWwEa{b2hgM zf-CHA?<9Ifqo-wXz2f3OM}{C9ru}$qzL_N<8%7?ja5$e{SyWs~5&_Zcp?nr(C-57- zj#v>q_!REB{(k0LZ?B3_EgG(P;_&1?>KhBA{t3Btk1aUC_Rr+s-Za%y3e;!l`%VxY z2+}OdJAD#ok9%+TQWZRSqW}y%LW^>v{I0ivBp08(UCjDx?)}+D`0(`;{$93-Ei9dN z^`fduTGG{;vef&pZDh`hWL#>1Cr|J{KqrYp2-)jr4iVcM*63>|?ln(c-BA$|rJ(rN zP|em2spZFcbaoyd+j_Ud=Rs|zKDVnCE;Jk|`(8qsxrBF|F!Rlu{yk)ayC2_&rZ9!w z2FiR7LE%UHyQYGZZa8tW#Fb{ICO65Ps4V}wlqe4GpJQ`l$&TnR>?RmncYtjT-Tm3n zJk7{=9px&G*UsMES(~5+@p`?6ju-un6cJ)P8cUDyD9k94Pv4ObAkf|2W&K-;O`HgU zR0{L6Z?M2g>^1E?_r+SlwFQTIZ?6`5xzqLEzPH-JEDUIQzk?sxs`;kl5GU*umEwtm za&iDX=mL0nO;Id|~Y+B=302H zKKnT@o1wnlnSx7t;M4j$BA;ug%GRCBaJaFTr{q2>7r4=jcW+!WLqV1HkBou-J<9bx zF~pHybU-OZJD&Axo_U+`;O82X(=eT=(op6!7HMt@xj|1;huJ2WbF_mK^_4-N{@CoA zV`lBk3<>#8;g{U=atyMNj>NSV&8G#E^e8N2Z<#Xg8};mzYsuQHJpdfbVjzYfRR9&E;{@DgPrV6 zBPV>~@jmWJNzl%KxqD`d!F#T9HgmK;`U$#6qp5|hSGC7Yzy~SA{k^eFod(&W1zb*sKkYA^f0&i( z%^m}NJ)&p9;r;|5;}FtTR9*b<{95))yh~Ss2;Z;Ennh_4X!hPr*=OYh8mj?%hp*2^ z@f)nLUm0x~#RWpdKNC5;TN6N+dct5V2W1 zvHGJ2!DVysRBy#*KDbP;8y++}@b5ib*cMdIel4W$kEjG>7dA1q6%vbcPQowG{@jaa zO;0OG)X(>g?%PqfjRHOQy1)lasc!G0njtZ^>(L#;E!{uD`j@~98d|fnYV2N$mE!x{ z22`M%4NdlkVWj?RzA^h+UM{zJQ>XnIXS+40ZipAeRyg<&IbQN-mfzMXA>t5bq(A-y z0PZ~BQ8XVnjXkB{wNG&6-eqI6)`9|g)JTH5p!i?dW%pVdCo~bSnZ#r631gT$}1OSHAu^lfvCv&yO<^bV{C|y?M511608i(XF{w;W!-d!P*s0Q zvu@)oGxqg0#MBAG*PHsZ<#3%N-8#(juG`xwQ0~3quzBxH`I^}|Xi%N04dEWf&$P7*GAjuic_pQRP-ItL=UZbrJYnq2<6aS_gL_wl4llrK zwwE&ykd>3^V}@CaKtQEP2UOccJKXyimo@r3F(AzEy}$XBm`>A5R7F%C99nN(8J8gk zA$|VV4b5u-8YvwN+D*IZG?Oy*bI8q#F$0p$&FOZ3S{8E&R#h+<~ zJ!+i(WBHYR?(-}g=S$c}^`+-R?~2@1;!~j3sU^fGvV(Vrh-Z9Cv`6-nod|FGJ8Hzs z{D7nF$6caMP|LTZuA+=qQ|+oUnX2eYwLd5C{r9q<}mcJXL;ccDGyJP11+2;72LZ^6}4%jwgyArzL~ za1N!dn5+30ja-}iqzCgR(lh%yoP@3sb^NrX!^m&>6eNF`JzXqPgu{q)b4oL_GFqu~z-yMHKc;RC1eftgV(65hxSHE|Xdx&#*?fbDX`3Myx%`s1G zz3g;mV`Bpo_m3dM1{WlQD$9rJgqD`p@AvMxKBt_ql2ZJ0RXyE3`@`)%JXr8?7006Q zn-jsEN&-F#eKW3(=P5T1uhP;P6iOQo!WCZB+Pnd42wTx{n7G)VOEP&LeA_DIFrt~P zxHc?Dav)4|F=$ipU1!W~-6oZr>&7@Jk8CDG{qB7BYVei25F*I=<}ymo^0RwwmIso* z{}~B1YzRRsY*di}ZH!Pdu(C7G`!*q?GbTF*^yuLy;uzj(`0I4R)%(!(t9R)^I7b^x z)R)ZWn99AWtwg-y>R&F+;JtE_KM9)HJzAhwI)c8Kl@* zSM{JZ{N5^@7W$xYD9lKlHRut;w)Y=IT6W6G&C(@r1VZ+(G07~BWKhcI{vFtByXSfR4yhUkEv@2| zZZQuY?b@q_vIY&>2Ed9I!IE4I0<+TWiuv(rmLs% zIy*B>kE{*F)AIJI*YDv~72X`m+X_yW-ERwZr1o@>K;*}1UEWC0pd=96J>Fe2py%X= z3Y*bVZE~X?qiD8R7?O^lgkR)y4`GOqmVmN*`iO=;#cDWJEN6g{PF!Q+j26OiiVWui zUgmw@|NkNDEra5UwqW7GArNc`5*z}70KwfgxI4jNaCav_@Zhe2;2J!*`{3>bcXxd! z_ug0EtNMOIF;LV#XRlt}y?Sk)myw(pbTbJEiy~bv99?`l7CSCY3IuJn`a9k+s7IITB-G|p{B+7|QYO!^dd z{v?D^bu7B{H~5m1&#&lH{D4_Fk_B$*BdT`7k~M>rP>ejB`mcMBr0D^mP4oc!w@ZOB zouE}dkFwn#sEus^(lKWedX$!C39{&e6KZBvT8h(6!y+qn$#Y8F7nYP7KKvvYGqH3d zZgf%^jyqn)yE>ZkYVP#)!2bt$#MNzVC&QHC7`=ge4?*jLq@gWnGkAceV=b`vMb|J` zmd=`C=FrZ(_e{>UKNBDrS+U`2{W=3=nVLU((E~D!=Hw6TmZ(thqY*q?U=<>4<$Iys zu7iWVSn2Sjm2**=&CmySIGN$l=zUC=eeGcZLH*i68Q9%+65SM8&|Jp6^kN~L#o-ekgLE|z zupG-QcsT3&MIw%CDNr%YhxX+rX#1@fX?<#Ez7I3?0bfQ+Ya2_s`<&vg%X~)8NKG<_ zp1qU}3Ss=$v7hNkqnX%naCAb<4y6fq^jXbv&t9rHR3-T1CDJlAF5UJZp@=1$g$yl# z6fe2>#JnLZHBnO8)b;HhfPnvu0O}0GZUPR#sw5^XHSv3$$5541{fg8QfFUbol=vxO zRQBP=DhGLYj(_{#y?9b0=iR?zDz7n#1ZDuG`_NWUU~QOo12l38^Ic*NAMOn?{W37` zGs9noV7JxD)41`iGcY4=5?V!-(qSS)}J z9yi3Uq~xYpC|&RQPtV<7q{Xr+b2)=Blf7E?P(W_W4*hm4EG(8V-fug`C_n4NtYZjd zpQ2(_nSs2oVf!m-RB+*(frd2Vzeh28g`$-wov68f6@EvN=5 zxZ|$8x7PQ1pzpT$R!dwd*V0ZZ?AqUOYcJRk#$Q__&PK-*XhtK_kRq_Ymw$XCt!+63 zpsxob>ahB>JfQNcpwdxBAOGeSwHwo0bhiveU@RDXkF_$m-i*~a9=p%JB2t>ar5;~f zvH9SouqpN4rTF-~06SVfd2c-t z_y8fF!N1*<6@Tm!E8N@dKQI@kG;a;)yhGW7u2p1bqi$MeU;#w1(?t)2c3>Ry!WPit!1 z+diyZaK7mNuQz+(I+4TR&tzNeFlCZn!`?m2VvR#p!BZEm+B zW<_%|c<~|w#J%~CtDm)IyF_%ZePuPX?_ol@BRWYh-TA&7w}_RF?Kbn41ioJ`k}=np z1Y(dvAt*L#0y?R*_?U^`zb~kF1hSZ6EMhuUND0Gb?+Jao1Xkf8xk2S#Zz#>lm_|4V8Pvv<8W*UcJb|j zADf;|%k#cW7v4)5j<`~=hKBl%H7a~{swAl6?;ZUYQ%j{LoW*gfj06i&Nhu9B)zyR( zyJouTJaff{6K`IpzrW;0x9SHrqp3_A>;}J1GfxNLi4Hkq*T$wYo<=YmAm{dn^^VPd zP?T=8)l8*$j;0c^BANz6%?M|9p_-jtk(uy%2m@f@ zZgYL_ElKc?gcgq*t#W&vuj(I(BMBWOzNT{ICBXTfh_Pv&M#+Q5U3}IWF))<~v-h_@ z+1JyT7g%I-$X(imbWiL7J1q+=UYvpLI)(i#0z8-Bmf1JHiGrcl@ijBPeo^o6$8{|J!;b@es&U3Kr@NQP??+?c9yIyIdcMzDo&0jD z2#`iZC@&h-$+b6VGszbC!CSYnpGk~&+&&3lJ##uAQZk8BgJP%`7y@($w=hb!egY8b zucWZBNXT0D1m`zbCX1-jPYjG|)zavF0e6a(n?sA4`Y!LkSy6T^A4uMv0)IsSJYD<3 zXeYd4*^*fQbKhM0B*qksfAJoc|BZyQexyH`?3hH@k#PX|Lp@|hVdj=TkxUg56ciQ3 zWtg@Q&yOyiYOXxg_~D!jnaYRRh$HnZp;kK!7ix(3K1o$0`p*Xc?W!5EQ3$JyW!Wlk zL9!=>G~p4<6x#}@1A4s6=X{b)o^L`S!bK!-DvFgof-Z64*_sIC-%2+uSi8ZVnWx=^ z_HTMfNqfuz$sN)917OVtTiv(*(UI=!m;jJRr+BCVfQ)(BTuM0br4w)s&kmA&VFOGK zx}cZ6%llc`8_nP@Q`024m6b+W6N39a))(jJ>(}#__LpnAP40@Yn@O*=#{hPG@9p3@ zy~i7qXwwe>Ew^14*_#>wHLOR^GTh?ke+VO4Gp|UWbK&ukn(9v_8u)et+6Mxh40v9XVldJojP`TnTWJnoAu$P<^QT%K9dn|FLe|~X>GZ+ zD{4}g0BUtH>I1}QbJ@4)y5j0&ggd|7x72vt&P9Zi;ctwqpip*1BzO-&cd8|B#Fqbq z4u-&aP7>?0Qz13`U}+B<;$CrI-v=+IB2PG4*6g`A!5M)*l@Zz0U(%!I^smsU-@`4iH-hi;)F|pF)%IKOrEfaq?zMeOZc7d69 zKP+z$XatsG69V{0B=nbFrCZkAA^-ayUNl2uJgS=Jr3ZThGcLL|xmnbfy8HDu`@IBl zxpV(%7C26tIhsrFZ9A*|kn*K+4Zn;AAhr1}?7m`^d(n!%m$|oI-;go?Qtr)R4}n4T z=QifX^C$M7**vfP;l6dX0Ua3lGq`y!d&8A$vG`P0_Lu3I2b0V0)E1NHyCx|DH*LlB;)iH_7=*I^dAAy`Op`1i*b=>4Z4cBZ;ex4 z{g<<2W6ZCw1Yj5cJ3V9LY6kqH%BCvz(hvLYUxT%Yz;HncS0@jxr(;JJZFJQpu8K9s zi%E6sgm1B^#N|q<-KfUwDr84a2@X8}F*UPoDE1a&f0Bi)!g^0dCXt5?9G@pXR_+lO z7UHl2^j;5r+qL@fz{~T3Lu)I#Xc33S5R^PmmQ%`0%)c@`lJ#$LnMJf!!2(^Lb*8@V z3X74HQl$nIy_Hwgc6=sM{TV9f&k!g?aM0 zKA4FBPP^11EgSK-E8l4`%|v~98I<4+e6`DzD(R6;6rDJd$(Mfo7nd_Lw z*S{U?vFD#74twpApW|=Kk9u_{nvxwI5Ot0mtEg&!X$d?YU6Up&_eGyCr>ES%0Wl{^ z!JQ#MUKlBw)+d8h-eLKGI+{}(jR0>_Mo(1KpFdeym(o~nD9x<0O@Rhzp)!OkA7C#O zeik=Vyogk(eU(U~k*GXhi|0==HzHgS`*v33t4`IAK9cRXv3{*Bws2I?v-PYa{dolk z5+U5$=dtU|v*EdPe4>YV{{1B5ltSkz%YO7D?D&cgGhM12RqlxfN01J0zR&n&21QGN z)@PHm6t{lX%fYIwQW|ONzW^!vT&S=+4+q1WtxH|Q?PYObp;5hPj}7-VN3VaTuDNZ4 z&9gEB*(sg>FP`6+)B%a3wX*eGD=3@;8**}NIPQbGSXo57=+T_Qm~rTanKi+ zU14~{*8EdMo?+bT$)FKLqh1tG55cLA!c4q^j&X((NQu(Rt2|dX;I8cK#IZ+zX)Ut8Ng*6U4~^)ux2ypr}}^25OhZN~UMpRY7D zi|U>pM=+Bq@PhsBAO{<3!v#!M_;*$Wvjg6|#!8puyJdPzpWPYR(;cfmJdpUm%sCl(0{mgrIiNKjHzCT5|#?|oPJvIPEn zHheF8HoMnS*+YQb6~_HG0=^n z_3@x|m+_JB%X!IKGaQUgFxj;i+loi)DkQq!Nf3+w@45S%&^^EWgnO}C7$IXfw+1)9 z6RWfxDF8=fW3|HmOieX|(?lW5JA4@H+sq1QA#vT={m7!kleuQ8lA2p@MlV|wHYWT2 zeqf?1Bp``S{`lpq@}I}e*mHl|rH7ggLiIL9@0C9%UFwJ~oj?rbUcx_eAW^gWpQWm@ zn3mThZP#YXlg>@bv7FLWmiKGoK2=>a_xZ}($GLeEcL#ka-;$mE80Ir#`teCt`wqR; zzQdpX1Tuk|#{dokAzrixT4upf3fH*N@LXA&ncm(LJ#v=ow(mc?0wC2NQ_u^g(dC`Y zWWw7RYYOjWVyVR8(oAn}%HqCI$b>)qf4U+$UJ%n6Oul$7c? z+?^q77^gK~Y}fvVe1JXh(keT<_gK~gSk6`TD-Lmt@>G4Q1oY8 z^LyWNdj#VLdZY$m_n^+Myams#yHpQSoTE;^wz7`M8%PsjWb=a&8h${L2xbXd)`UUHDB>Thy3x{2GoiHJQJZ(TGKQY~50bN6%;(?@FJAvzIl@jcT zT(QCba%~t5fYZT2nsI62qZ;G_eeFfW*`_m*jiszGJ#HjVySMH|HXxWSP#X0j~lInxdSA zg(nk{`VZqog21q{n2S>Qdjv7>cnSmFZyL-S**Z z`Qus+2|#C(WK6+X952?r!mayByid-RRSUsml*b4W2?GGJsk4Z6KIa8)KF1Px^e~$p z7nj!JzIcUH=Gf+y@7rTL>vy1SUxVm7uDK!Sg zk6lDK%DJ^}oaGBQ&`F}ruz*naIQxRi6Ss&94s7F&*t7X2HU%-W*^K`e)J%8qA&gJ}aYMkl5;JBir8g8NJUi0ATBjBVZQW4TK?F zIN^(**-X9f8E~tpth79nN8TkOeAZf#D>f~}5HMg3l%d>Yh`P)6d#+}*=1Yq!#TJg2 z{dWdcOFGJN^s-LlB;|Hn^wPync}2JF_=OIV?I(Amyc?n~IuAyGKd~?W#Xx2@7jKKK z_08eN6z^+NO_@y*F)n2+eT~-SEzFglA5|au>@_bthr*AY_lPy*f&ABX(aW%Rys!xQhf^XM(q02&Ihrv9vhu1r41&vXm-U8W`uTm9SH9OqoJykWR##tGm4s_D= z@2$}rXA@19{%a?FGb!f;aGh)E+jjRX%(uyv=x=1U>&p<<%_eFDfr+=>EEf~uEYB#k z--GVZLNzY@%a5JmBNH)O#>g_?>e}fwnJFxdYj}Pc6>XQRLJ$wn_*R;imxqLMQDZg) z665m=&J1nOB&A9BLc2RK`Jn*xCB6P!Uo}(Ype4IKY!fHWmO7JbiCDii%PC3us{XNN?Tw z#(>Nle>)h1$~hhLv>kzNrfO&1F}U9_9Wx+#Sa6AUI3Wp(Xf2NQt?=w*s=Ie zF7LBo5amI@0WS|g8{qz6`AdkYL7!R*EEK$2S5Nky6KRIF@U7AB?Y)zJvDDG%zOiw> z{*g#KNPs@SrqX;l?C^ILhWB~V=6uXLP4@;hjJ4IKTdak%{Evs(!!r4rmux&c?1=%( zDdO2E^_zk@dR%P=Q3z^Y>-m=P)UShib7%^DPRTW~mn);*QGf-6Iad2`4iwpN3Odbx zOlUwK9SNQo3)=?M(+EKgy~q>=cjv2e8U}6~ueHjH24XEFu@W7vr+%0uV4W?n`tcOD zU}w_i56bEf0* zY0Al*M~`uI(}azzq`ncC+oyVtR`-DO!*~aE-I+NJd+`@-w$IIUlJ$f(U=R$9wXujUQ^lBbGDAPxL?*6 zrc9i~x_*~Mxb5=7N0;{k;WdL?5bE5VOH46mV*kD`q&`J0w&@%o&6Ab#n8351xIa89ntUqH_TCD0_dlsJN4N^ zbT$G<6Zxrgc&tEMPh}$5MAz!>rC+wPf&A2ZHdG)n!m;HQO>WAAMPfGI{AgtMxFvv2 z?q@4<#iQGL?bXWJuUfoI5KE?7*Ji9RGMOLtO^D0~00lJQ?^HhH6hX-Z&vd>7=J4+9 zFhFDhlhWMN!NC-Kq$W1&TJzv%xEE{D$w+rne6*UUdCbdiSfTmU0!aVy)d$sCwYrgP}Uwy)dr!Uw}vlUGb!|kM2-0c4> zg$4j`ti~EiM3Q?j`X7BaQ_3Nbzn~|Ij3x5FM5S;&PXxEq_yIt< z1D20pPO3+%R>#=1;O+z{nuwimY!YbE41QGny#?OSPHW`m(vzUu#aO&{c^kY7ZX*laqjepbpfA zxW0>(TnRcu0!B5yht9KdsmOitL02xQ`=41&Vkzlt{?7e+Be$=c z4rNb&i*S;`s~$q{o>%!#F^>Pv_5++5eR0E^#)=-z<}@qNDkH6d8@i&tcav+ zN~=~HW`QeD-^KB^of@&pR=mecxYBmzemUTF_4cU6>hQDYZ$KxFH`mch1@9iEgx3DA z#RLdIrXQjYR9>z)5I0W!6+B8vO=sf6GiNnktGjKxaQg_sB4253@joW(kRKsl2AhM$ zUROWz8-#o-86hn5SEIyyt#fvnh2W1}0k#$CaJ@2mh_C5yBsRH27CEq3g7>JXAb%k| z4RF7t+-uWrZvuYlV|}5gt0{#Lz>IDOTHe0)6xZLt6e9K)r_-o#22yvKtFKlO6oS0? zvglIp<52le%h*6M%D&YtEl+98dd5TCI;%6vdU{zL3&vr%6w*kbDKj2IYs5Uv@v-ekEhMo5im-ew`(3fiH@ z(b_|2#?I72>^XS9acM29-JLMr9RrloWLy6S+&q|@K9}n`Zj~y#NW%KK2#IRuW62U~ z^}@4qdELz$pLD;1)=?6P+!KO^`VTE&gsA_`R;6BCTrk%$lI0Q$WZPYS&j25yh^QU% z2J@kshoGX?ICm@hd`ln@mh@=+9Qh>`YXP$%9Yr4x$|yNy0wTxFwLO{mMR{rqDR@$2 zG!+WkFf18riD3f0_dUnBCN89rre9Q7-$4VcrcK3qIE4}BiLhx)zMm>hkvf#4DrU-D6G|@W=7O2+dvl>T!kRQai!p1@p#v0TWMj3&5h!A2k9%6zw=$W9&u$q#6`zm8S9EmGUn*V@+Jqw# z*Ys+k`pHRJpr0U6fI1!0k!x{xkbs!@p{>P~>kywCFYkks$$M7DNrii}hq%rU)Z8LFq6Y9pif?7gJrYPYfGGf|os|Cuj=oz!2>o5E`vF4zM_3uX17rLh5kaOe1S)MQDC#QWZoHtf@y*{qA?YRQm;au?jd#Zbg-rZ6Eg>&zG!pj77k z(>s(D6lN8{g+tRdbTu@<5Zi68Gz<#u{?Nk^M&Whsiahi=o9?Y4cRj7!g3pW$?&`v4 zHAld6xPPo@Xs9hY7axk`*Qq+#InUXiU*Il$cpg6B8)#_A{hQtCW%1!p?aqL4V8C_- zluGU~&g@!mT24z3h?GyE7^=Z)l`R9--+XDQFWxttEWiFZ3;akf-mk1s#1&IWS^*&_ zrSUlm`?Lb7SwZReWwA&J+_zM;+qyump`b6h zLdWi1vr@r^7 zkUbi9!~k&C7BZev+8wc5L=}ZWsVD9jD6?Xs>oe!1`#tOM{9}?XPm;Cpq~nW${nTE3 zc*gg|{Bvga>21$6G!pD?7(u1`=5JY+prGK8XgXV_g9A5c zeACfXV=Q}(75EpEe$S+hirr{FXx(paI)Q!;+m2Oa3HtRg@(h-jJH@4IlS~_oh9ML3 z%lG?brm-J-&<3%~vNcmt{1`m zazP%A3@+il*-eS3V`{Bc)}wDwP;7=w;p?fBp4|iu{|{8#bFr=ThS z8KC?xncOFym@;<7S(uPn(KcoqgqYB3+0ZLkb5lL$yJ-Npj~;*TZXlKblc!<$n9UL4 z)oA2jMTvjK1yG z@r*ylI~>_DMFj?AIJGBW@hAk>!nRSxY>UL?9)U{n$pE5Bp9I6pJhr05r5??HqlxGL zqhZzaFdh|`{?E5mKl&i9gKN)SfVBDrGzGbl4QWr_UTQWrQ6v)rU3Ly(b56LBJC_D+ zCPBHz$e+h0@x1LgcqbnECM_IPn?K5FQRk#$P(c5zANs(M>J^&G+u;127-TQd!=1kv z+&LqA!51yj!ZWM4Ur5{UTM%%oEU7;rGxpS0UfZPYw1P<5#xFrX?cAtXUuW40`?@Tw zxX@Il?5%H(BHGk7d|ygv&@7}aooj?nhPATnpoKS)kJTwAeJivC$4 zxqg4or$$_@*)K8IzghJm!|B_jpiy@zm#fpy%0J)0>S4DdtgjZK0osp46_9D3fXQ@) zTFsIll(K)EVM>d~o9biH{X%Ev!oDmDJ@;Xb7dt$u4VZbS;d5RWL0SwrX|@iQm<=Q5 znH@d@CBlXSeSa=v{`~aBU~J@{j7PUSQpr7#x)xAy?KhDi=FP=kd3;KcpNZ$Bpi*N= zgkC{$W=2V^9Vm7cL-yp*6K9=fQcNiK@uPckAI|@y3#^-ULrFoHh)e}-s=uz6oyJl@ zFD*d0r#Nmz{tVlQ0-Ppq)~#xSdC}+3uD5Sui@#ViS-4SK>Qu|H!kVbP+b<{%h>EX~ zPLE2`$xB_sGtM1dal&nJrYT$x5{+GlP`bXmVlg>&$eUCJF zoUrq*MPd8Om^%-+F!9Vw<{kibm{+~@y0Iz)l?-sF;f3zSi-bNKw@9cWPvw;X8EkGE z$&W^rGqGu&se?zdwiX`jZ$#6vJvTS1)3Cwq*~=3S`d>9Ppk-T@3Q~<2+nsY)3$og*7WtI=G>jl@l~lp7>F|86XiTlYgua^z-LsP@ z4~*vGzMK18{md#9%d4_jE#4n&IvcEE53}^S`>(wUTYnjiv@>xQFDE}*k8Jn7CSJAn zeqCAbKJl!3zh)&C>4D2v2g_UC3i~lH%FUIgO}p3oifDl+X3>g2DgY#sXHV%G(sEu-6XL{{I`cAI9(QrpMA$Qz=bTID zj4;|`n}6>I(OGQ?+;o#cI70#yu*s`gWWbWXN--Q8N!}`~-FXeuq?f+7)X6x+0BBeP zFqBU>QyctxY}*~+(QpKLV|N&1rN7MuGCQ?f^-lf$Frf5fFZw>NiUlq4z#P#^LF#*8 zh@|(p-g=aNgvmhdKHB2oBDmzxk(aRjO$%!@-gKE)gBgw;S0bwyImmfYw{z|?iH%(= zKKN*%zkm$)0t|IWjy)buaf|7AZYs_^VyO$BA{5-~?{n}LQAv0}ATVE?dsqbwTKp8! zKlMTZg!h>OmX$OEs=bC58YnKVrHuSK@Fn_aWSDV`n*6IwNeMOkK7rh0M7SsLl>9w9 zD$}ZVvxD+gw(GlUMM-Ui=4a2WZfpoyIkJ4s%w&%!DJenX-hx29-wOG$WQ4va^Qfz7 zxE+}cM9MjA+Q-c$uc>xaZ3i!`;$@6}W{^4Hv&|2v#0-I0_?tFluy6aR2Mn4D`Tihi z5bH}lV?|!vGy8%ZqcDnXqp|zzIwW)J&o%}U_N)6*qe7~k{Or%fA_`jC(Nni$=$L{m zJnVgc6vCIOW|c5vwDA`NRF-ZiUhA1;D*kbkiWjSyRFl42q(_d7#bxaG@5gneY!(n; zz-zBuYDmxTbw>YLPIJom#-+n#=zGE;nZMpZ%_<%D_7InI^62l3|?=42LFLpXh0Y&TIX+t zy4fIL3qi6j-ex9bwK)4^gvC(QRk_Kgs6!nEW1=|Ssnoec8=w=v1y6v1-~#{97Y*rD z1u;Spo2#3fSN~>PfkhSoJ{hql=s;wz+Yc_;O58tdD=_Gq-EvA_hv>*#upL?fYzu#@UNutc${cJ2T1Wv zs={oCkn$IqH!1F;8xYjZcUN(Oxa_(#O;gB)q8eaNrgrER_ph;5eSGE)h3?QvqfzKa zCkOvU*bIatF=&y*JwCL?&jcCld7eH^PkVY^&yZ_$i4C>hDh$s4O#Ni+HhLM5VyH#o z;u%M9I!z0y1y3Bjj;;EH%(*1o!@ah#?q)1adpRYSe%*whlqCNa)74d-4nn0LuEx|R zqy7d@L1@UEhi5r|)K$HWB;)^Gj*O5j1~N&UELKs?uvG2Y9B0dKw)6ZSeYXLcZy{WevV z+|Q+WVVB+mg?8VGoiAf9{lyW%hLLfZ5xCndF)|-VMG?mdr=B*T?>x%eGU899%w=uy zNIWk2#bamF5sx_c;9pJ~_=M*~bpmK-5HqgU)&Q}<#Q&7i2a1FTs% ztyngNzP`l-747%y{HJfSEd&cnfPM0Onp#@-NthexkQa6=cJM?yGC7C9)wrnH(z<$wzE{iw>b=?3 z%AO3ZTtGr;i%!XMBY#~msub}!ATh!z$e5H1vI{ta_iC-{2%SAHUGprp(WJ{P(S(M+ zR1G9mq!L7~-htj;Gb5j??HCiHv+S``FIz@*R&HD4Cdz%3|4Q4h{-*xWXf9WLzV`@L zl4dyEOPPAn$q_plqlU{)R@VFZ+VM4tI6q4HB`2DLI-vf_`LVGpoI>tn^dN5{_ut^^ zd{jx!AL ze+9#o07m3U(gq_6H9Lp1)%>>j?;R%z`43BE_m}zTYm{e+zXzB7Pxt+a6S zWX#dE?@MJL@+(o~^OYy!s=P(b?0xSB<8CHxqXxI}*zIc5(L8)hl0|LLWtF`YAAjWfREuvBBIdDVL=4_lU^uG9N< zHb5L9O@ajBLu~=-L4&>uzD;|qzXWj(&j0lSyl5&b40NZ5C$BobF1`9L?cKN@D{HMcc#BsnJ3!unUmjAcGIkMeKtDQN18@~W{B+A=kQub?Vs$W2Zu zZYA5MEtu94zb~~|zm;bmD>|8J!rv>nT-=G(a?)%!#bYgAfd=bZSMznpjAeO%z4%!7 z9~$?Z3UL)R@g`O z8`Jl}2NF`R;o(dE;h{b$BPBFrmI-CV1(h`fMf=*YsK>SGJ-B3i3`zCZ&-6JkWcwZy z+okI4il>$vZXKiT2th=K9e!Od-d zB0HNIg$SDR&YjZk#zGus`^!?z+U%dpVPD4c`stg``iqR5dS?oRZjmAxizb~x`Q5y6 z)sU5ko}<9q&5rq-0j9`_+J=_p2Cv5(>i{z24MeSqJ-Y?Pcv|ccm}Ki__1D z;K{{%&xyFVKXO{?+v-z}-Sp{oCLL*1GrTcYd1~<94fv z;v2!N+F2|il+7zL#5c1ZK3dTFE19=`w-8kMPQ!#$mJUjkEKgvT#|ZdDBObJs-ZNbC2{d2rYAAAFTy#RFrs1oX{u4vHr@WG^;P z!9{ag9gU;KnW(h1oH0lNw;P|{PjCjx@KIwKjtuq{0ptPJf7)(<74wQcfZe=+E1uDN zd~rG;q=fAg-I%=D52>+BK9u1%u*k6fif?#v86mh7e8r(Zi-BxT&Qszv)c#T@WBYWu zckNicZdizdY?wY%7t9=H4P>b&sFvKRp4v&dnomWBKe_r9EV#M7X}TLo*T9p|Zud`k zMr=MBk7rD%coIJF4fHv;$^vt3&Uk7^a2s5Y2@PePba0?}M|GAL@+FH;hO3B&{qQytCIczAn^nSfb0OC$ERDVSwzVQRA(9A#C|!%P*sf zN-7J`jjQUqc#LTsmob}SvBoO<&ecDYgGl@{Bk(TK$@Y_30VQU^{QVL>$zwxO=0?O<%O0G0MCg)C(qM zuenw`6|&`47#28+VZiGz@XoFZ)Q<`GzrhwQWg?Cu|#_Nq1^17aWz7g*xX>ljK+8d zCMh0tn@>!qUhzsySWcg9=U-C4J?_C~w$k_Vv>PVJMz^oy9Fz-(J8p^z>+A9n)@b933gXvkW@wq)IAY^J8IelaI z>{B$wqb$2fPY4excW5+Ne!EfD#zDa|AYB<-4@es5#wf%K#`)|y2ac>x1NbV_&4%@i ze?0`;NvfwN&pO2;&V zzWBg7S$~u2K@Z!NNyd>Vb7pn$jZ0mbQEbXJwad>3Vr6aKPdgQHDqop`xH8mmd@J0= zcNK449$i+s4VJ@J#rl4ka|&6JnHSRR1dHmo%$6CE2GC-@@1{tsW#?MT#$33xeQmwz zQNe1~`C|Fri-IzYVns(U>+hl~xkpy&f}Je4GVMM}EWRZvFRT@HNm&2pNU5b2Z^+{l zs;vjbSWPPtN3tzu)u!dLbVt8R`$~`dGDXQ`eQ1V#Tp>Z%TFY*QTk11o-;7oqi1_ez$$#cTUA#nmNJ2-JXCt~hmbVzzc37@ zs;s?(=$oV-seIn(_1eaEVoahMN6-Oh&DlwtkknP4HuIpUQYoPP&0@4Voc@OhX9Uv+P8wP6qpbW!9lCSAT?o(Z$ZB>O5(tc+vk z@P{5(Bl3q|Dl5yWRL3u6_b17bltW}J>;z~Ju_&@8)&`z}%gY(fb+VoH^^J-dGG}Xn z4>X^bPwa&m;!mxNibpsS4DkDYlhUPGy7law6v3!pa5TeComtVWuJ#xsPP!O+Tudq2 zRn-3bT#3i%A;qoSp32^CBh%Rej_*(=$|SlsMD%$JN3D2{8}L-!tEvJ)c%RL_gz_VW zz@9^5rh{g(-^Jp>EG)bAVmOlfFC5QsMA~y=B(1271&W4G5Q;v$q0o7{e_;v}IFbqt zB!&rvwl4hAnU5naE2go!(e}xLJt@o>QW1%+;q0W%3rLR6t9dch&7FV}}e4TFZU++eaJ!*daTAK>{ zkx0fc?E+hiz8?AFYM*X!uYh#gy2I&XlTOM%hj4cA1(4A}iqAa_wrst^-6`ugNy%o; zORhQWJxN4T{W-hgK*L!=8(zE9R_@TR?X~V3XwzJ6W;gHQ+%B9PT6&3BkIo*$gAMg2 z5EVe)FrHWwYp?!L!gd(H+E6V-Vc^EDs?pk?SBoF)(1-tXF+9BMk1|2OpnAL#(R^0J zPa#z9&l6G6y>W=9=MRMq1C+<|fxj)Ut zUX3dRM)5x2_-b< zA%jrlKf#`TB>o5nxqjAz^7?;3jYVE`UADB5OPHCVLQc6NctRT>e)kTbFet-|*!mQV zwWBT_4aFxUA&(W7i!Q526@5DJhevH3a?^EmW}}OhdJp%7eFcT!bi`^HHH1Dd<-=E~ z`||8);mwMl+9j9k7*ixG+cE<;&?i}H&nl}hSJv2;%X+NINESX^Z%`4w59B5Wjh|pp z0ci}vmoad~-P6tQMSTJY^r^1a)R?hOs2E;;NM&Co$9k*pzSyNaG60AL3C?kCGM}nq zH}h<@{{Q73s?R=xZ+PF=d-DKBP{8uD3OzUVVusO`s>g=be40a2dA5$I}SFz|;G~%;P zN~IVBRn{93!tCiQOSw5%mvP-_ECf{FgR@FiW2t&)O%x77s25qz9%f&n@9g0EkT z`{fQiOg!Yf-&&TeNUGJA3G?Ja8#&|O=Cgq$Kb{u|3*=GnCA#$T*XZ{VY&nKPe$3m>0$rA$v0cGH{4_I)d3G75xB^3Yu}q->R0 zLfSO*MO_yg&Ju}I&R|1XvwsD^c8tz+tR~ve+G=7sGVN-CTZNO*>>!oEmPT&^pa>`W zDa6^s2L9IOKI${-T^aS@$+ms1F1l7Mx=Sb>OEi)SQed9Oi^Xmp?YNAJYhZLtqjM}O zZLU9XR3YLMEf6w~Y#NTX9!y(N%62I+j_ayEgl%-yCF3;q(u;Fi)~wAdl5o1LudBuqCVF`%pZjqF}>(4&UR}T%Tq<$fOGSYEJw%e_*FFl8?HQRdlM}`?t=aY zdP9hK)xflf4{9WxijJ^5eA20x2$jMg`9DL43w~r1LHf%E739GVj_Az1d8(dV*uw4; z6xMT#PN5sJ2?MSf?uPR60a-q-UE4RO|D`C3vAeu|Ge1c1EV(K5cV2wAL9%P8ooj!^ z0#iljy<7I1;%$E-t*9+n8TU7M<5AY$*KytN1I|udk3MZbYz^rvGy~eyV6)H7(8Y;K zWs2acPi^g7d#t^k#a-F5^U1UA=l8YXTf(Okptfbf`Uh>hGww3lE@bPtb|t+jl=(w3 z_ipu8h^w&jM+)!&k6~U7f){JSV+RAaT<;BS{@suV8kOj-J)2ar&LWcoR=w{Qkfz?S z_W#oF+vl!y*zGl4k!wJneb)K*;d`r@mG6CK2x|o4A?ur_m#6{OGkfwp26-Zsj96Mq>yJm?eIc^EEZyY_}|HadW;<-ZVd@+R_q@5xRn!dy9eS6O}7^-P`ak$g1c1p;S*1;4BUJ%hl%Y%_T zl%$@Rm=EPl{;bABqHy;;lvPPYOWlaet1v1NZ+Hk+D!WpZ#`JSse9vqy0s;HJX?NQ3 zp^EfZ#rEsq7W3UTR;5?#^t>3atTd08WK#ZJIIsTdN-*x><<~xbP$G#{9vAAe>%i^e zt)d$HK4surW1b})y_1NUx#Vy|S#M_GunPYaQk}N!Wd0wvz9Ov7XxZ}M9^8UEgkZs) zAi*WLySuwvaCe6w!QI{6-Q7L7_n&*;>#qkrV88&*clO>@wQAL>DhsPgjk(1_U{2#$ zYQ4A0MaDX43T@=Vt<@s z+8SrTborZyvoZ%74aYk)!?09kLdA#`{C<9<EjRgR&=L)Q<;;^M8uNZWPgMtPx&QD9zfRXbBzgB#?H7o1rwON0!D^>x)9l){EaRZ z@ReU`6a_mRKEi`iLyvGpy^*j))aN!n(}m7a;K$q8WKi^J7Ls&)+6n_Z7oZKeh?k4D zz4c z9;i`2`OMDm{ySAl7w7lTUmk#0GA9PWC5@trqN#Mk)!?oj2o4nbH!Y1^&k{oCb20;R zeXBJbjgc{o3>sPLxyHi0YEwzUL1~l(y|j4YA)C)Z=lc7^B;V53WVZLB3sN@tCgK#8 zt)(nAW0hLXBcE0&ko1cc%*d6Q9og>b7(banWUM@=eDV3C`({EN00`osNT$+m!1b z8La%qhGr>fSAP55DinIbNiJK=Cv^m2o9h{!ZFuID!$+n-hk+W?BM)FY>z(I9HI5-e`|5 z$^^p82OsPOG;2PGDDuyFP(#421`q!j)i@IX3fPvpflVqSv{)J~YX?nS`@% zqxYe{ejUT4qm#L(*1m)SU7H1K2N+ayeBQD_-SaWKB+p*0i!yOyVYBqU^_sP*iPFO{ z@CU0l>Gs#B>w`OXK;I-e1nzr5bzn9AGih`)q{^-n-HJnox+{Q)iQWiM23v}HD;!Hp>Aaupm zTP%80Gvmv6RJ3w?mA$yLN$q9NAM58iPSzYecxk1jt_c75A+Ih}C=R(>-4(>$*g?fT z(@b68PQ&anYD3?0lAM_v(dMFi+2q+t-gHFp_pGx4hQ!%DNTp$Ps}*<9n1nMwx(w}C zN2eScfp5>I{`tzR+p`o16A;$EO&w=Q30DK13Llrp85TGLOo&r{1(FDP72IW*3#hAD zlgZ^@BUDM4<+z~!rN#tzs~s^1KPpc&m?nj-g{U9684|yKK!E0qlO3(UsACb%^SZEl zR=P7Qo92}&sJBvV8^enK~CO|hnq zQDy>{Y8KaEa!~wqCP0HfG3(6D$J}EHj<2KGaQ^olE+;R;Cx@DFV@(8UJe&-9mcn&V zIoM5-(EDQA_yWAaCg74NkLpFJ0kv|zlg%tf=yMq0M z=Z4BIlg4E2Mj~Sm-A0h>#y0CM_B=MUK2kKRh~@T<(M=?!*{LFtLEa{6_L;^RjH6<{ zT;^=r>+m=1eC3aC-V5s4!@?+(0_Zmh>TW{9==T=(apLwMyy}$o#RIjZ!XP1KEJZ0PwiJrKrB5i4%4LNQX zxATh!^^sGC_b+JIbo-J-9`5@hmCoQpG}n=QvB%nm%mUhm<3 z#$~;@whPH4qi~oX-pfK{PPyEJ7XbqXp)i||j7suO;wc-h02z7<;B3MAdFk8^SufO0 zEL`+-(kZ7~Xk8ZAT@J>Uj{yB(aDNXP1ek4^KL zHzVs|tF(VKi$6wT;mPy*FG-`0J{`noYYG7$?kkyJKISxQMxkQ?t(UD$9*7-~yBr6| zlQ>KoZjMgpqi)UBSAjIP`9EUS-76*}f(R=7<)K|eEm@ACUUOqC(v zeFScT}7mXW9%@4#dX!ks;R1bBRE~oB%)i~Ya zw%?18$TMU~2)Edo|KPvoYrZ z`X|cKNptcn&xh7dUAK*n#8nsGH^=M0q!gMOJ9|#~x}*o1OI2?~%<-{6n}e+Cy#>FP z?Y@e4{n1EpER<7pWNBaeqV>$a$-YTJE)?xEHEbg|hcYBFK8BRf$MZUor#H)&!hc?X z(l_&;9QXVbsG3m?g0`Pe`=bcB4S#TaZT-ev5HAKxg%WcuEXcPppEw}gV4_Aw{V7WW zry9JFg9A#j?o6kJ*weLqs>G+VJm0AE$^K`5CS7+%RD*!=o-DI+qew>ApNc5CiV9+J zevn+k%xhlEErluXk+2Gya@m;u=dAY4J~e<;a(AZFOd&+i8~RM{RY9L{?$NFbye5w! zUbo0=7wg^%1e1G~HNi2Ui=I44sg};?ePG?q;gi*f#*%un2AknZGR#+ES7Zp5%Fft7 z2xXntY7@I^1oe^WMC}t&@;s7-Z^ZRX-_*X4Y&L)N_lyZU_Rv4w2hyp(x#cSRXahy} zW=l2aB;lS;x+h`Y0JQgwg}Dsv zLXEgdA;Lu}iI~(&c^%8+XX=%d&qM-UgvKpuup2O(R~xDxM_d>!4Y*2%q)>S0@Nr3ku1O-|#ew?#X5R(H!!@M^#l-lH+(F*{Q;cMD@KYX;jrl@4~LbH zV@on$O|2vz1_c)tZ`G-+8S5q3J$vp|v5Szka+*#)t+7-$WR&w@*Lt}bfXNfz_bJk= zyEa;%Ci@E@b8_5~+EUy<|8+ob#&6qNuJi%VNojv7lvj31SXdq1g3i)c)#94B++*{UzQc9uFhM=LG=I$d zc}B96<#0Jb=zp~U8GMeRa_VvYfkdSw-yIyyj(#hgfLl+?qa|!7Li2kU%8G!J&R5%Y z^+eCjCDedMd!4q!eu_gy3(1Z~+8C_xM~LAYrX&51S>@5@8}l-MS{5R_o6({yc9oHq zbI5l{Xxw1g_+eG9HR`$n3IL>=`wR>ffc{SIeWng{tpogoHO7k}&VZdWy?Vl^0R44n zBQ+~-zu&nV0(@P}tapZG-i_Ui`(SQ)_L$VICvkoID7NQo(2i2{!oirikNZH_eJ*JY zKv?AR3y!G(Lp{LbzZeMpH9%Og4GhuF0*X&JAOtV91{z0*v_R30_!irhfEV= zVeVJs_zKa@k5xwR@b@`S?DRK9tTDO>7cZTzE&=m|0kMq*uSF;{T%K1q#(%PqHfu zY4kibcQ*D0+p=;a5?-?EtUg&c4H_M_uQtw+`wzOL`V=9#8xStkzi;U0yKBgz%i`;;8VpI&FLcf}HaijM+S2gKP+V)DXR4PB zpTEPC*n<)>hgqvyTU)I#S`Bf2z(fCO$jf7_P#n;Wz8ua%cc=9+&N2o{UPmJ>pAja_ zHatYlrPv^RLABET<(O|1w4mH;)sa(XWL~|XsGI!c_yF9to!e~!bBcYN$rq>*{R0i*8Ak14Rnch zp?RO;DPlqdAxtT$XoXVp0|614J5E>EBdGi`M*bCS&?`DH&oq@`>hWyAVyr~RV1`?% z&sg&%sD_0`G7gI`7DKQp4f1Q(e3UH|oJ!1;d<>SqyUIS?%-7)n{#(OiPUeZGfCDsE ziaSgm*1ax$lar#4Z44gSnz-2j3NR6>mphus2CTBO%_q!G=j0+5hhO|Rofl2F3J-+v zm{h-RoTMmvFqGNFOIpK2*dlsnf=by_Nv1fne!v{tK0 zf)=@7CE*Jw$67TU^z>j-)(e11Cfv(R|I#BGEoBUs<$~dwH*2iCwPQl895@sdUM}kO z#bIAjz00X%K2dQOjrWs60v%wkwK!`1*+gc$x5+{VuTuiHH@%HW5iK3z{7%jS81#ky z)I80&7WhtKbIqO5N3v>Nbd<*O_nxrvs*K=GMd=Q)X{XbLdT=qRdW#%ADX4#nyv>PB zfGLK8_VD~)p3yjRsn11bHVVPmg>^mcGtG&3vyDY}Ph{o(`07J)Gj^S`#AZx31k3D~ z``ZA}^FyCej*{S7p7?9^r)1V`lK9VT+CW;3Ged#2%6wQ)FhO|f9l<8MlsB9lzpytd z?m_EA|7(Xgw8v1?QKpF|4VU?6zCzHHx~t%8eV_|1GxQG*)OYHXOZ^^H8QedT?%H#I zpVF|suV7lfuI;3sc2&3eW?n5f5bwiMSZ(A%zWT~A){zmbfeHGJ8#(y`uj^8%@0Jx2 z$GDIV^4f^xC;t|tZ0#pEx|h=TmYX`!F~nWO2$Q~pD%g}NB!eCgja`l8Waq{Wa@7Y> zaSOC@4TO=-hKoEr_DGY>fpB@x0;)M^iMOwU7|^>8Fqh2-CcfhJjD>vAN6Vx1@kUNg z-!f8ZAg-IP2KB!Y!irJF#)xOjzE>1c*}g558(Cn{=}*?=@4MM!`^u5~H*F$Qr3M

8+w=1XM-g^lW^ZO|Jp6 z@Md*msMK^ho}bpcK1 z)Otru=PLH!#r))bjunUS^$Jt()7Ygm)6qXZzU&ie1!<-POv?C+-oD*lT9MVUJ5u5#UxJD9MFIIce+^4I!tLm8u}JZkS|vkv>{S9$EM1YS*L`) zFOxi11QV);EOHUT_J1xdwN7y^m58V=_>O@J_JKe_dn46XsF%T+%Nn%vvzVtwfnhJT z`l1d25158O6|R%z?%7E2+UugMsq-{5w!dAwHg6|7c1&ms1M9=fxRUYyr{G<9J@bTOHF-(9!JE8-Fpk z3^Y*#gmxg`{9OTRsL2}Q1pnQZB>Qy`X!392dxkXNtUm`XIR5Ot@BDIR)*5@PsxJMH zR^%U7zpfnbe!co1(&}ettYTRb99A?aVRLaH0^8D$^=lbAv`vucm(TJ@cP{PhTq|CH zPRM<=!P5;^0+Trt=Ubd%p^AjcK3kA|;VaIKA$x6Wv98hR1-Iotj&wlaOw4^-$S1{X zgGeW>x~`x*`!eeU*xD!XgyKoWOn+o!s7!w3?f=pn(U3<56c$~E4w(kB0R2e7NSM>8 zWV9vyP^hR3+E>`LzFS+l#~=t3qdx*{Kbw*htN7h3g~yz7>kADd#va!<=jVdvMT&LwfHsZ;kt2oACy!0^TWP=W~FZ{7(L%Y2#)xg z{Z)m9x9P@BM5r%Vk5Te)+V9fm8F%;m^A=JkrR@EdnOZBF1hgb0K$_={KrC@rd2;g= zq2aU#3*7n}9Qc+RRtRnb3MgIYVb@6=sKz_0qOAE_+Fh?aFmICSSERz!v@b8)M?;db(s`o05d4W$pdLZ2Y4?b8?}W-q4xXBmAzx(k-{xDC-IdEA#D#C2W?IoSM~& zEpURF{4gKt_S(z!28FOn!PwuiJSZr5%Ny~1JO#Nlyp^smGA*)^@?CFR&t!bd0UV_C$Gqa53UPhT@ zxv+-ubd{|o=LOwp(X$xW4o7jlK8f@s1UX8CVe!)%Ar1c6#G|Lxx%&`;=k;0U$+r!_ zvQLl^$w)O+N1WsJk$h!mx;zUvV<|c=`fDC8+>Uydj_x-&6beCxh`Kb$H))>^xV7z9 zLd@rWyn-1rqZv_^Su z$eU}QxK&hr!XNtb)Sd3OzpAiG28fcBs{UAsP9WY4uttK+;m6;!{oM( zO4(T8UUr#YrOyc{#I+?hnkhS5b5(iu#!nehy@_$nJ`CkeRgIm>ZI-(SGa|pTXtk#~ zGnBB%`qiPQUifY<5)M9vKT@J}I=^0H)h2%j*2_ZpEVBLA7m^u|aXV6PR-b<#oaYKq zvsW0N>ETFyXbml6Sy8Vl(HmU!8qvs@!ROBSd3C-y?lFk|PxV7I;gu=s9xOKU3#7fU zDTYC%+dgyONwl`Q9H^sd1sD!7U^vh*621C_{k$oK4I9)mJ!1g{L6l*R7>wv{GjXiA zwcxzpvk4OUxb>gPLatU^2xbDfy&T{}n>ce3)h*Y*Rpw0IAWRP6izP$gjwuYNO!2i-mY-vw5MB zVUL&6_cuK(qS>dUI+J|K-kkJW&D_3O_1{r~WXgp^edpIzFmoK<>N;MTHxk}wwh z&ifG-J}xsx8?0zj*vss=kvgE^@i-{b5`1~(9^+7Alg%&NyT1yjb&U}f>qVde$uN(& z^B?YB6DPT-c@0R!<@K3r1HM&>CEO?C`$p^uTAuB`U1JVO8FlP=rA`Khg=;2oXiwtf z>VVG844wDgg}Szhx%+<{*8cKgJ-cLf^Y_mb;D*f-n}|I{)JCXqOj&4C79?dAbGuqb z5BL@5mfvWpf#au)UK3l)%Z&yH4ZW!ujT@|_!ikyLbdb6s<6zQ^r+t6mLM$gfUqRAlDc7-v-BWvqWXu67=x*BM0;k?yGbs zypxp4bh1^_ec~W7Nl8uu)17!X5Cwwz^^S zT^G$LSxpN(r>q^CE|jv&KEMv0T98d;(|vC=-$94AjptidSGmh_1_8v4!88T%9pF0N z-J1;tKc%968Wp29>_>w;et0qZhh#YZK0ey%Q{qdL`^rP)4e}OjsbU$DZVMoH(C7VM z&Q1f--PcYT3eB$b%svsWc|(~6c%*9q2lD)XnZl*xu42KQ58h3%yWj_jT?z&1|bMa+ebw6WC9)l_~D6?2cV z`_}Xu?7HZAsfpt+W8L^FrynpqBMAqPU3hQ{48+k^98zCd9aKj3m@S4F5e;Ulw+oQH z6f1FKlfHta4VE(DglLk;uj~XWz{rfcvXMcz(?SoLFFTKS6DglG#eQNBje|fDy%T)? z7`+f6sPBDgEC?rWuT*uq-=B|m+k+%>SspT}5_P+Rh`Vb(+Ofo>Jw?*=WMC0S+wmm2VFB^0V;6<~n9{AC+oqLmmE&Z~ zZL~hl^ELRVDrJmGx z#Hre3Ey~f86GLid1?Rh4F&$#!)x4jh$?9h}JZ5T1w>+{J?l;n~AYQZf@YYvvU_ErT zm9LxP?x4lDFo@L~EDTc;X|8n+jWzk!KRljC2o3iK=pg8hbNJE&G578d+GDfkjiNOQ znqPy_h8R4rM57gN^E&X!&Y5SN3T|EC{tt`-gAMMaC;kgAkN%IByh@98V1|^5(%^v9 z1jppN{Ns55--j>t%#5o_UDb=NXU&g)_q~$I!hK?>rWG}>0~x`QR6b1g%R4xh_Skw< zXSwBY7L46l+?*TTi52F?`&E59Zj&ni?8CbSaG*BEgQafaEz%iBM=O(Vr6)=Un_yQD z^{A!{y&7ae_1GNu7ScUoM)iAa*50?g7p}MSjEKD)Ug0aBzDmjdpeLNDmfCwWpEi0K zY>`Fx)Bj@7v#v{s(mvA1FXcK>F8!cmq+b_FBU_ulA)p24<;XwtF6--M0c{ELy1P+` zF8r>6IAVp z79)t}F?IGJy7ts=guzw@&=wenzZ5_gQwQL)6#Ad(K)7 zS0N*5u`Alb+b#PGu>n}8>CY>HC}*Oiz*6r}!L2knLaW{}T+xrGf8@EWOTq3Xo8{6~ z{Lhm(J)D6in#;0u*3R9n!2s(WAhuj!*1t_g%o86AcT2=jzT*jOeix|v0Lz2cfA8yV z-F$hmI|DTDzXc@S>XzIr?*gEqqp}biuiymWvZGUn_sXO#IjvpPt8#y*SmDNOi`i+p z>yd#pH9ODW+@_;;0cF$tWU|)V)JJ00Dwi_)PbdX3^b3t0u*0A7?zc7%^S<0TJz###bTfb!}Ut?9&d*k_i zkq)DR7BV(QBGxcTy%-g9wl0PEl2UL9lmn)Luq|Bf+ll_ZF&8V|W*UKurff66bLz?%weM8iM`??1SwLkO&>5x$nt^5?15H>0KMCb_gKiSL&F-z8C2Q}^Ux%b zG}#uN@d+pd$Qp_KV#oI$TQW*I93I(UWI3JoTSY(4WHt5HI{t zTxZ*&V0o0aCUV!C}>{ zykM(rDOusl-s*?O>@v&cR@r#VyW+mpmnfsWzSxL1n2y>LVBZH$?>Q}oLh8cvFR7I5 znKnsKHYWLrLiBkwhS!jA*k^P=&xzLnw)8(2L6rvs##0ZBGcW(WT0495UxMX-N|O9o z@z(+ZT%m!ER;%_}Dl3DRn=TpHoA1t@Fpmsw`-yOz^ln@w*z_5*ye1RpPy_^%q8f@0 z3hIms`ZI_h83|ud2;q|QXs*v(ANCzHH8kFEKmUlOrpy?3DSus}dN>#h@naIBvm+j_ z3sd8V&GGR}@>7QEpeS>Ae-Opvb5(A{P;a!(gz;Ud)cIIi_FS*7b3R{z2R(qh+P^*D znXqi|qy39z=wcc8hq~&y4vgiDv!DB^XF>?j2xNw$xJXKww`$R^Ga>`%AV>x%IH<+ucEe~8(qvZ!Z zYs4rGZ@r8C{56+LekLnst95b>K3Dxw@lfYa32YhbWsEQ@WL!zA%`>{(ETGa?fq<}~ z)-t;nKo%%IY}scqtvI0+*7^GnBz?O zK9<{B`O^P*H})?uY5_9;j=xhD$Z9L;4zC74@CVcW=#U^BKA>|$=(s<3;D3}iA@&+0 zvpunhXMaYQivn?2U$!ImR!5GI)Xbl#oQeM zWebdiBpMQ&JWxLk?18dWwOz7w{$gV7h7V_yY#B!*sV>gbTL!$wD|Cw=)N1t(@Ns?|V#b~( zg%Tv;qLFM?6xTHO1b*5iP6y#~1q|H(eB-Dp%-a?iR7tP?(N48d=0wqaVt~YK=sx~= z-$^5Q^sG#z3xdgNl$GpqRx(cL&LQ-H?wHEBbtdy_1-o68N8?=F@_sXin*R6ut~Oc8 z%8lT;smK@{+nI>&n4=7pL~d~7AP$9%*B=;GOc*-j(ZBX~xjxPiNk1sGNCHuQ(Qs;} zGd8=gi)C)ZrX*@|}AIfDcDe*LKwK}ItqbMJ-`F#BL zlADcfMoe6}>u6rJQrbjXc<21hxI+ z_jkKFB;`-eRDE1g54YI7M|#j4+a8lp62Ep5$5J*h3>!k{GDqs(o4kh0X6V-yltD4z zxhPux#sTJQp-ik7eJST~5b|1f8G7A)7by`5>kw$}F7>2ae$?e=s_*x)y)KtLqgEQB z6V)->YK_H%zArB14`$Bam3KptDkTZjt7}Ddo>*r-EiLR?=CukOtzwW>Fn({0V1hS5 zT6sX2q5Ms6<6%`irj02WQb9tGACanAv%NMq@Qi?Qs(P4G9Ak{YQm#{gQ9lX za?0luXTwgmP?VQf($n1}UVZaD0q@Cr)OZ^NQ+5vBSG}CW4jibi=fbtbLmo=(UP0Jt zCz^8LG4Q|0MXkrB-Pw9z!C0juQLYJYjpDOA3d!AaLp+u`poUnbpnh8yaSJzLX;9%4 z6plA0Mys0n0r}T`Feo56z2^%h+P5}Tt13)J9^GCG4T)vc-aB5X_8*H`h1hoTnNpV2N6<$vCEcK|@B8bvQxIKL>TH$7f+rg| zO#66YHi+(b8bR-zFq&PYErd@VUxl$T{6~#?efuv618NigR||mCEAsO>bk-Sqe(wQK zEz6^P@sq6MfK^`2zXR$V!nyOS%`_ddI~q0@ra3k4gvB! z(tk#x{Q_eP4MNdanWJ8A)>qbIvBwmIwR6=M`u@;YBV9Y=&&to55}#qfRy?w^lrVV7 zb6sQ7FmTUjZo^ZPq5;T_)# z5%@sCkU!#xFb0K~l^<&IRrfrUD~p4l4V665w4a+EQm{X3ZWyyuBee0J@Qr=e!L%J5 z68Xt3hdSRY-&QZ0g?YnkxrI8=vA|~CAo$i6+PZNwS(O)Gjv^Q$RM0h0-MW~a zH7&lzpV94NH~XHWg=#aw4$yYIarwT#N0 z+FF2#=m$*Jy&1RZva%29E(s~3J@I_Jf8od~&U7T6Ca2@nnUxm2IKWi% zdTGkdB#sAg+fPR-70VQsnJ5Y<>AeRV`pWv7;o9Ldql<3`f;z_VwPUf9Y4A21(5-G9 zN2^p&w~oRmgMZsrJ**c^n;>X#y?~oweXa`7Dj6SfZczQ$yIwJY#GL?n=B9|?-WO&!(z|( z3@N|_6rhzGPNEIo^jFsQ-L#E3Ln!1VI7|%IyEG$p!{YmtE#2fJ1FAD0j zdvTFe_r(mI%GEN=t`Aj3`rSLC!dxTCS)vWw?8 z%bX&91dgH25mOt`7}xC=HF_~H(fvAk&ET>lIbjB*Xv&A!~ z@cYHhhFRC$MqbXv{Bpw@Pc}U&14|;Tfvc{>sH>{9VWeGZ_neDA30fT)^6}i`%&s#c zOuLiCy#jk_IYOCk&yR!|nv&KLVZ(K5J{UtYqxlku(o-xe+P97etQ=(@vu5)MqE_6NcHN$hm}XeK6Hi5~ z!UnORUdo)Pz5E>b^Vy7Q#haycBZTEWRsbD;n-P_cq+A zj?*@-J2tAu;(GPYzR+E6~}+d}}N;OgPVcuW?qGrEK-0pbz2oI=}8 zMRPYqwm9%&Oc?XNxD0KTygq5u@-*+O28_O3_`FCp9cG0d+JybE&K%G3%AT_~P1|Zy z;1N)=-aHWJq@3h$B{3iV=cCb&krHWkB^$L9Fg{HL8j!+*0+Aec7jC~lw6SgFPgd$Y z?9c&L=8(CYq-X6`w3(oBX;FG99V9F)_yFRtwh8e?Yq(`Clw_^1UMTA^M#8kx@p4bc zpaAaG5m|^99y9K6JP^1OHGWI|d%HT<25MSF*CZL_t=3(ilCZ7_Yxs9=FO4W+o4&Jb z2SYGK##~O?yAw4LD!EVCpQ;|;f^j|DGnMT*OKFz=l~g}P)XO5JFkJ7OH$skCKWqT7 z>18H<%xbaiax!Tr2l#G!G?A=!=n@TDF=!>c*io2RAe5g275|VVwlshwOAOE~L61$1 zn=Zy1MJ|yCuNvahw-ap1FH;a3!<`!$$9+EzQeD?>rU! zjqJ}U0#Wp%IcWD%wVSN9^$oT>!RI!bq!krX<{a+AsvUGj#4kHH`Rdt9r*%EHjVJIM zQ<=efMyDRtaUaRz-1*ii}9dP|l^5Klq4+eh) znB=-4BAh=NvSzFl1q1Pn-VpYx3V6_dpH4`|>iH#D>(E)9tCI&O5wKXRD@ES=}XT_;T(31 zD-Y;PH40O+VECj1`fOS{5#SB7a27hA_JP%lu;Z*uI1Zd@R@=N8?1|H65pWnh_*L9l z;yDQ1e`AF8s6@ww-?~=cH9M?EOh7MAUju7v^SVo|aet#G|7W`CKXrGTUMo$ESd_IT z)?WR;ZbiA7XgyC2hV9OL$+)(+5$qjQGoT$^qgilV83@}aH1^QdK<(v17Uttnmh!D4 z>|#J7wy_yf@TF|Hh3ffu3(iR0vTo^H;HaGq1nqsVsk#cNc(=W zot7-h*^+i9IIAGV8m6hZoQ-(|^KoPi^RNwT{5248owxzL2e)~VCiyTWhcpYk83t*J zO5&Cy@uktcAIFvP!A?u?b`6+jH3wjTaT(ZXGJT*jE_5x`F18wDvf&k*zMM4MD=5Q~ zK>8L2VXO523Mk^*#VYP8r+HH@rRH~CJ{$*3E7Q2@vOf#?3C=i2&WjMw={Go#Mv=%3EkX9 z*h{{mdKf%OAP7{zDowj$Yi=y`q}2C9$%a;|g_?f5b0aj_c6lijRnD=*sj88Th9cxx z^&14rZZ;?}v3i&+?Vn*2({@z*7clW-vyd>0(Ipz+c`EwLuqaCyqNTk~0{C{{3%^U# z;;^6|=HHjUQyVCj*YQ~RG>jXtsJSr3?8BIS2l1%*dj@ke-V8U0xS+%|FobY{zf-w9 zl@)=dQqTei6FZYOkZhHnprrF{v#y+Ef{7Ad#bf9F!RJ@@^Hynq?8#O8x!Unwl}KqQ z<2)+8Vps*ql`+V-K&>B_f;)Ml?EL88gL9NoV--o={o=fKRNaG~aUG&(t)9&3Im~Oo z@c1gn)faP6jkxosjLgM^BfQ}J!Sh6j_U|z2qPq2N`g)KY+#yTogKLc_y6!GgK3=|g z?V%Ug4Ua45DfN*<@ewi>)XZIpjn+E<3kc8hl&{belkPoKW1h_4S<6#kNffI+p4<|B z&)%2T*X>8?;DC|ZP9Q3rVARWpmx2^xVXA}eD$WAk*|EBTl5oTYnhB=zh?BUKJu0FU z+l^Tr;|N$`+QA7irhc`t#&3*`{YuxZ(AP%X$&(Y@S7iSpmb1Z#OT=eY4cF$?un4CC z+^M^YCicw>{{4=@fpP0rUP$BsB-TJu*N~8xbIFKKTeBPYaz`jol^``6y=q-Izl!%S z1d_ld2On0SH@D*4wD8d7cJ>K@s;_M4vA-xMyzH$8wuCx26cWTdV|IwEisq^9>`!a4 z) zD5u1-;VCew`imyC%A0B6p?pO3aU5#L?|HkKx|>hoC|On{oRS1~)XFeG65K+;a6kL9 zmCOdv8`GFbK9&}WWOecwM@K93r#H^jkOsh=%>Po>C^}6a zGtZ_A(WuK$rt*ny;;Aklb|Y(x&Xl)E1QVRB|4H0A-gAIqQN)yt+SW>c^H%@CqaBa_ zVE+rV0z99L8PyjB{rj^>=C1mSCH9UZ=I3Gw6~Xo!CL=qVJ0e5rl9D9nJc1s!HE7bv zMKDLYt|%Sw*C^5(wwMYqQ2cU9wI&5c=>(##Qe6!uK}3ohmT$I^iOI+C;m!K97R>Y8 zJ4u6;P2E@8S(fpyAW2XLB(NLtb1&n?-OF18u!=b)q{869ZmcaeMA_KHgg+X~${d?s z)0K<)1HbDSgh;ABIaY}iTs?64uy~p5iy}%>z#2)r$(O5RHSF0Kg=oPip&ZG5AK8h_ z_x^4onw3hFiO9{)ohKTfn*@P#0;^FLn~9Cx3i*z!TxXAdF1uoaFwI-Qu2>ksuw??KlTFxmknjk<21 zBu_RV5_k3Oj4RZhgjqAD%w}G5$-d&*AaZXmbmov$brP zWQ2;^jM%FRzhw!MOnqV^ZNcfvOfrhRe)5zO-UY3R3hR*qqVsHEt(r0Lm$M#|`!`S4 zx(6O09vNX3y-Ay>V_>QJ-5qk{r6ksWQ*gr%AO&yd`Zj@U;tO%H)VML3X1f`%JF$vY z{>sI?YKw;frvnvqifhRc%*M36)0TMXNm#!p{43^uS-`+Kp*HY3F(u{a6wOW%&a8M(J>xx}k5a>NFGt(=G?4HLL51E~aq~$ki;u8dn(!Lg! z!LKMQ&IMif_Z#ub*oO`7{REq zK}XvEg1Y?n04ML~QlGr8>j@?e+ZKUg za*U<-br?vAmTF9*|L{uR&x!xy73Cj7Pm`e!UY$%sB_ZPO7suNsytkF#6}})pw1v^o zgP)TPG>=24d`Re>`Z%w9T~vTIwlk56z#JHVcJiVAu|xEwtO?tNF1x)LNjnLUOZ`h3 zDA{I?cpGfrf`)Tj5Qe5lf>O@E*z}ZUKYYH{tf#8(eoDz}ig=Fpi2PF$B_5M#Mi3aX zo>ZuTaos--bM=KrJs$@NB=7}Iik_DG-E&;&XQm!)O9qvC9mt5(JuKD4v|NQ=z3z`$ zbTX^Of-n%XMnM&TD>1j(MiC(Kt!Cf!bXY4jReyLCk-|7f7!yNq&a;9B(LVIsTNhaj2mf4iCGMtO0)EbI(0X}^sh}BCT%G<{xR`BA z>Wvb=5-S>;w%_F9N>K{17yEsIa@d*h4eWL9@J9N5gABQhhnxFlra|ft62AS5Wsa4G zspN|#$x2eUo`d`J0P_sQ{0+t_;RF-lf63YIjzyzV-_BOD47mCYMaz#Bp)Vk*jcpGywtNpIn4`lNfLy8XkFL#MfE zf4kziyZ?eY1?=1X0FGv5il_0EtL@9lG6`s@-tqpx4FRi7SlEXVao6YrtrG*L-}~Rq zf~rhDeuoy|$sTE_I4h0vEs@N=?LW`GBcDlJBp*gB{&QXOzm(6;>|F52uOG5(A`M4 zNVn3`-3;9@NXO9KALB8k#sfcps^%MWJ8H1eV&Q8HqgS_@al&l6 zeudUGYPB+Ms@ByBM%r99>3@AyRtB|Sh?WbuO(ede+cK@~*t_oD8$iTupRsYT*=ijvHjwMEnoFBBFV)0>tBh^YlFRqTdu6;5blMx=CVanX-zBFH z62?g8=7-ybN=02u>s@yJht>XdR=?Q+Uo;oyD77#=&8I!bjMuTOIy$79$bCl49maWQ z(LLPvAgHhOsm8&{P>Uem`*nbCkoT7vUa~J3d*l#*mKQ}!?%Rzfg5z~^fVnJ}?D~0I zjqexY^$$P6dPrrz=@BJ8oCNfxKQ1JZ2Oy&f_xaBT!{5Dfz@;euQx5>L6_pO;I94I}$cpVpwdd3v* zUt7o6BuoW$wM>EY?ASDmn@rwWjYtGay{cM%R2xPt z|GYxn>n#ISG&xX3vw{G9zQkKED1Ytr%#wW{bz?|e8TzVL>l*-Brr!^zM^u#X-< zam+qsp(SS6^(+r9*n3{4{Y4XzD*%7-zW>aScHEL9xj3;j+EYiLRw4-UdOknn68$Hh zT+OS-VM$NiGG`mm7~}-%554Kn1^Yxmc<=y~bLzHSUz%@^_u?Y9Bq?kDCIWehiVmnF zIN?Hq#ZY6Y1$;yZl}oWz%0Ud()F9yWm5TtkhMRlBF&Dy5eVGO^W z;cxUbD-AzU`>BuuXBBi9B%?*5QfQTB4$l$yAMbr0VRde}bV9{Xj}83EE-r6Tg5XAi zNmExy5tFXYNSho%_2f6VH|r>TITf{ z2x}0aoI8rNGXY%a>oKhci8DWPYc7p2<59@+*PGPmzg6EmWtkH4GxAwW_Y7G7t=OX~O> zGfWG<=F}~6gx?JNEz>QJ2Bjs|RZtJu)(J4#(r#L&>+5Z7a{xOxkI84VbDx1gyMTaT z>vSeC)VBiuVV^}spjPJn`Q7<+LWWN_6CZcjp%+p(PCd|i+~heQfAfJmp_@x#h-vhbIqv2fM6Cqn^WiyX_mos8+no&?l=B9|ItOp45ynF1US zW=@vs{+nbOTkV~p;Z@?&8y-T*&jFv`?>DE6EfbWDb=NmZ-A9mDB(o0<^#nc4;iyy8 zehU)#m89!2fO;}rTE8STz3HGbUnh#!o^8JUTEa6Fi`Okb-d2#Q_V?`vLwP3vlGyCA zw}@HvUbq>xjijZDRE^dNnszEO+3%5%S|rV*0L=gZ){RJRP?~_Ou7HsEsZqa77lj9MhF92nu=YGc+2KZ}1rOnJUSNg;v0h&H~UWD?MZ6 za(mapSRVt(Bsw|Nf4hZ07e+iYq~Gfrrp(Teq>MoMf&Oc%e5mTp4Lf6?fZMZ^up3kdQus^*WyLe`}s%C!fj*tTIkR-(LpPbg^koP-;<;131nvO&d=okCsR?i4)P*#(ak&yk{6U4nu+w!vY2PE*m?PL69eKwq1z*?Sj z-tDu;uUoTl=TyfxhE4RuW!=11pVRL*=KTpRa}tcy-VbAtth<7;W~{XYJK>4>H_d9p zZ$dR4vWtbYN#-GQVw9k&>T0dU%cNxd5RZelMutDx6nb#?r=j`4%dGD>D(Ikr<$0>DH zZ&N9%KmH=`<35uCS#-Uuhuz=cNazA=5F4q(QQv| zpxp3qx|G>60Git0St;85jB@p-6MHR*3l$$v4qu&1$IsYs;#$0T7Jc972a?5LzyffS~3>uZr= zABdN_x5Y=uE@T3j@^?+4jB9s+=S>P8QGak7jB-yVJJffLr-2rQsLweab@IOZ_Wi_5 zEplVZRjJ*?1V>{|sj=PJx{PC>x_*^ij}#Af^ab%FqXTkx-{L0-vqu_g@}+?~Px@zyMwv*mJ1$b_A-UqE?gOzLsloQsSJfPMq6hSG8wxwF@>5o;GU#Y_C z%>R?SuYFo6Se1JdA+5~ZMCllI)d+dIu3CFZr8cx9A(tc1PfO>8b#tcqNW-@VjC^5N zTA0$&Yro_q=E8T}OAmYBD0r=U7MnVy(boZ8eb;&=gtye~UU1hxd}wu6{(IO5lS*j? zaX}jx!y}AJZ6ei?ZNeq!;~px#HpU5bfHyEEzN#G7xE`|HU-u!KUE2Rdc;Wv-sFodw z0T3?8NQ{xR39psrO{Fo;m)ZkSoZ_m{z# zE|(tD^wVdh-huQcwbZ-iYbS@xhlK)d9+Q~9{Qu$t6sO!Ef$TvJVLK{ARY$`xn2nAn z4xJDI5bKzic}f)^b0!=R9H(e*#fE9Z$2MPbmwz8QaRnQ9WG_ZqfBfM?>me8#3cj&o zgy!CWysg1{N)>DA5JefeP~@LLiap?bLS!2OL{|Fu{2BU*Kp*|!@W7X&+O3DN?bb%# zR$n8aIvOvrMO&e_snhiq@7^=byOx_E)M}jab?A{#DWL~G&eGpNyCkW)y|7VLLI88i zS$$ZW&}B#}rExvF4NeYJEe)H|#HnHMVj}nqbnE&oYY7*coa}mh1-M_L&xz5;(uvUV z0P(yiloJj=qJufx51||u5}#lvzg19Xnw^c4!8UAQPA0lDf8fR5kCWq37~9Iys+>B{ z`vpgjd;|GGs^5o~nda}0-BoYvFfV-OD%Q7{wpX1~eQcc4%1J2P87Bei3nGCN`Gg2k z&ZS_I!z?PJa_<>+7neFbzfp3n8uPITkgiC!anMd~G|RG>SaH4`bg1sL(0aG^j0fS8 zSM%})f|inBm`U@-nU@c4WI)CSqS-)~M6a<^lh+5%R8j`zJAOELf-da!?N$51f9%%N zX`-gY6<6H;!);l_*o_ed=CEqhF8L6)w<4hYRbiiHA?`U=eEVY#4WXQ~4Nf2le(V8e zCKKWO+VS)1o=Ak`o=@-?e$r{XDB<>lyCd6iK~-t!zyn4c6bHN9$Q&)XY_7I?RnI~0 z)qDgIy4L>#3kzW@g^IW<-PGNjuC8dn1du!aCC8gRz+KPx`5MzyGcD+0UtlFSzh-7r zLk$M4`q@a0~D)D={be5XwxZkpi~8*}&K!q;%=#YjFObwWahu%vA zEmSI4z?w#@X17Gwf6qPKxyVsAu81{C+IuUA+w5-l5E@sMov`j&Npu_M;&ny!oX{lR zDfS-q(-mFDNZ^i0ZvsTnRNr|ligAAl_Guf*by)l{miG`=Aeq%#Tsz|@qgd24O+D;{ znGV+ji%V9X@^9aoNue>0mF2#hrQ$w&0}>yC!5-oOWb2|C_o?c#hA)|GsODRwYJd_! z0vPYa{CI;67WS_YkgQQxZUUXY;q_#9FhMEce?Bzqd?C63=D0h2=Ljl5<_a|z1-BWJ z^-{Dg>n;0mYB=#ep((@fE_S{$qm~r~E9M<-{Iqm6qy{lp*xwzM!=$YWq2DT_9mUF) zsLxBw*yDGi3j;^k*9_^{`5jJJKjaEJX z{{_SlJk);WQ0T+zrT0K~v7LonABp#U*ZI56Q4BjHe$a{#V^h&^+PQI*u>HPYQ>T^Y zQGhY|7VI!A<;qrywrPnRFU7`6r#Cb_>d*am>T8}rWP)Y}J|DSu6Id_bbC0g)i)GSi z2cguzuLHA39>_BcvvBDG1yaw8S@w8~EN6NE*ZN~V_Pu1x&byYy=wvUiPy5=y>MB`) z!onOyHOcQ#57|yQ*riG-X@eud1QQbQe;5URfM+(mWOuq_b^^}4Ansl`ttYVyy+PSL)5$gz#cs><2iC7E1b zf+YYpMBmQb*H|H_HT)CC@0B?aKcbaNwTvAQVmWGC&t+RG;}cOL6T#*q_nz(L>4dt> zgW6^BP>hhT+HJgWNgz$n5UQA?A?s#+R|O_%q*`0%~{uB#!a&# z7}a97jiEOzAnZH=H*}e zBp+>$=gZC{T(aDcu^1nzSMjahU{t!B9j#5|<<;(dReCAnpipz2ZT#OcvEAMWK+umK z=zmN=Gq?9Xo6D{fZTRi8X|_;7o2eod7@mI@$I=`1igrnfHp?kCB%<~TWl=WgqWX!4 zLUHY3>lXwi?~kllsi~4lYwa6B?`O8a>3?q8zS7@hnVFPwM5l)9*IBNG4IeT{30z`FDv++d(A@J2?U7yrO5*x8gcfYW)?SEh zUvDwJVlm{f9YCIfg!K=YTyD>FBLb6+t=FbvH3tpuwnXj| z3{N#60KKqz(^&0a)fBL=*B6GOCv9_N0ScQ>+^O!4$iiV-fkIYWpGfM|X@@r}|Dady zqXc-OuET=M2S>wNsWNikP)6ynj0=>9q zwrkp!xApLa7*d@OBJ>!10&h1zJ9a?gy73g$r*@i&BS{Rx0R`GBz~&w_NH4-D8|JxmpRhgbtg&@zXPe&QTj)&5Xe|rM~Sn zoXa(B2N@)XE$eF2gUVTJ30t%du*biS*a#IAt}q!zcKVu|vUQsp{VXd5UIjXMGZm<(tIvqitUtZfWLa`m5s-x3ET7~hxaj$go^()(*WaWdXFm0a2`pugQi#0 zn6P(4eDHkFLquHuIwv=w&ER1-U@Jb#mk-=s*RPTOnCqI~;8!FuD?@5OSPHOs*CL6f zq!{w964GC6>j*!)8XVCiKzT|vxO`QXGk*;d-1$@Lc)NkxFH=FRKegsAmcYzf>?h$aMUYRM(Ug0str}}L!Ov%_vBfsze>K4bbT7gJHKVzYeTSBhuYA3S z*z1h}U6W$aH86wO0~(k~O+C*(YFDah(^=OA;9@+;3U8a+lU=<+pR0Y2DD+NEC8WM~ ziz*{l{z~2qx$?99y6_k*uU4t3coY?yG2zCQIv7EZp+NQt2jqtikN`|nO64dONfjA$ z;`ocw%jz=n)%)&}LfQxpwKXH2ko1}M1?1;_mh1uXdbTlFij< z$>DVg-tu=8EEw{NZj0L~7VxlAASCF&0*Mo}#%E-(2Z_-|Kdb!x%hPZ!U&Ep!HH#v; z^)={ST+y58FFyZb?ZrKgCUkT1N|o5uQ%7I*(&IB7M>r6F)XAt{OBa{q1Oo)jWfR-9 z!|vX8SsUm)E?rlvftABDZ%oYnDk1=EdBluv5}1>)eO1ZJ7;xh0_gQfNdv`ouc3$^6 zCnU9&C9iQatGv;Y(yxs}z2d|L|Ix|b9V#ujJ4b15}OEqnoGyhN}w%5}xu#Q(DxyY<1A!i(0JXwvlp|eu64g;Y2f+C!zg$Cxwzq$BLAX0?5>`IddF=pQjmG+GJq;B z<`d$A`=0rYZfgPWdj9Xy)m~PqHy~sl+Y>>$Y%dTK`)rk9T(f>aHkFu7brMP4xdVlC zf!AT9ePgZdcA5j=YC} z5^0qTcf8P}{%I$I_JFp6cq~wJm|Lb&(T{j?S&n_hyPMR3#jOZUbUGn03SU04kE7=3 zyPh6Y$0kSFfIT)tOCazShG6mq-%qy+m+z*q%Xqj(vV zJmnP_5Wa(CauR2~KX3O+UA4l{=C2?_T4CIk9l;t%NXraNe@j-X?JOl>fqjQ+aBpiE zU;p%htCE?M$=FLAhq`b;f{2)`>g~loog@AhhPsHAau;&dFVAMA#au~rR>ItTJ|B0+ z^vXYI8CZUshz@hV&R|cic0x+sB#}Y~tEQUw5xAmJDaku8 zUw>dU?GX$PTU_;1RJ5B(8P^4Hd?CO8#&?#hL)4Mkl$|Pnsm&s_6@}a1wU;1#LL_9Bs93d%+c!7D9D(?UvKDgdLv`}7BF@&5 zP3Q~kDoauB^0ukt>yS)ZZ%wFI2o2T8M?Z+rww}i<2V5Srt&|;io{tg}Xa)J7Me{96=mlKwiHw#gR0MB$ zN;$DAy*zks4ToLbc-g)fgM$WB8pZw6kOJi49}SN&jFxb>oDHsZ&XwT)y?rRdS9*wLVZ5UX#c_;@<%cLYA})NqXf zVlPFB3ZTEb@HJU)C%>-^I$Lyciv+{`%Feo5E|wqSXw||0(jh>REI{u9r-(?gz(v=_ z!$ax^oxPUWQsCXy1FidP9K1CdyH9g7 z6>bd92k({B(TCSomi8ZIKNLLNnVz7hogYh|O>Wu8Bey6KJO+stHHohcE}xC=RCyX> zjK$_wr|d+dP7_^FtJK|pE{~3M?ClEnyx%4dND}3_SmTtziSd3`SAQ$`c7I9MG6*$a zpbI2Q_AwLA&na5^rOuFeF^dRY7>T~gKc(Ds3k}qb)c-nLjeV#IEG*m%KSw3;#4d!5 zQhZbPvNUA23rEVZ|78SFO(z@ImgZ6xwlmUmhrhR;0*sFOi*n8;MGJX2rIAtsrN{Zz zvd8$v<4)*Z&jS(pDFH+W>BP$qSAA#km~KV2b^%z|us07@-M}SRRkll+!IZNQB(ZZ} zex!GtyuXSPK2Cebq)R-OB9UCiv?aLwz{dL+r=!25MrB+w!N>vAbC9pMFnHoGW{jss zvn-0`>HTtpT4)8N8_5zCop!f9_&kOww1}+@FO17WV_H#_)X(HVTQA)7uBh|T+ZCD; zJib=z{1!dUYrX?hxPD?+rfWh43fU$$ypWM~OlafFyvj?n?t^*CnOq8)HRWj$zS{*e z@gvcyBdILO05hHm`e#fB5&vxPmy=cJ5S&@%DO7^v+xXdlGoQTt499YwWvcPrbW7(vYW;tKS{@pdd zEZc@_d1BAvD_XWCVC$VzRJvr)@Nr@|GnAe;G_#h@TIn6ScQ!jXf`vk7OCfh}pY2nC zSe8#`ps#UWGQH?>t+#anUa%8|y7Hu}@n+cEQ5PvACE)U<4 zwa$m;UU1^BT16v48N~RKfz1#8yH-hnmA8X$G*lNu^Hs~K5gz?kOHN_f1sGI3iVaiU z>DSa|w@Y2F$=oMrhCs)`D&MM5M!uYL%kUOT^8{YNgEb>D%oVUsr zL^DfFTpPJ;)L+9iTptBx;hcaD ztT39dMyX8T+r+oqPP4&Jqs_NF6JImA^NkTLK%_|{C-BAPKK=@Ff6YVG}o#z_bR6uk`0-K!&2~;crTb9`y+e^8tdXVr9D+sp}aYeBKzBN z7xF!Y#GV8V`%}+LauIzzX1XRuz=gY4Q?zSt8hkE#fbp6|G}lbyy6z+V@A|Q~egB^z z$)>9oNCS=pMLF^g#alh>e<=fdsTq~DzW$p&8pCu=*Z`4W4D~cE$$Hc zm(|4wk9(B&de%BvjpW>e(dMi_YCI2BVwZFnACz-M8%#2St zkoa)`QW#RRC6m{WtJTC~dsAYG&#qaa-w`2EL*DKT6exP1*n9y$v-z(gv_3uSX*I%c zM$j}?@ki2+$}Q*sX$zFM5vwG8r#p0Zgzt8o&Up+KdvkFN3bd4g*BqjhtV(@JkY?se zZmzg6>}~aaJKNdJc)&jyV7FIK#j7M+-^aYzB~U2-+^3r&>2*ZD82 zOVO|F`UjWXuNtQ$Z>c^w)$p<717M5ms~6H}e*y6+qS9KdcR3cRJ-@%2*Y~ae`G?5+ z&e0U|M06ONY802kozC1Ek6lF*3ij7;Cq^8v1=iH_=i}aPy+dF=dlwj5Y!rvA_45{` z&e>lhU6L@(jd|{zE!Z0~b(z}aSt~5xzI@=)rY-^3Q&Gb&rnqvpyz-4EIToG76^U7p zh%zSsu(Ug;c#iH!+lI-gLRF&|{egLggd^ECE&cfebe;UKM2pXM z)kIr0_&e|&URIio4{u@p?7G-~Q5`}(!){=*MfA!<6os3$!5 zCNn7rG2|hFY=pCp0dI_(#Mxq`-95ec+GCJ2XOYXEO-g9*hT&~7noZft>{1>akXlMo zjui2CL6IoL4ef@U36HC?#VOiVCFretd(?d0wEh2Lj?ZqG zWs=*&z>hErCX^zE_Bwi;eJA|I?v;*^%a>dPp#u$d854vb&{r#5$7O-~i>Vv%b>^Hx z0cf9cInGUo-ov7&mrDEM%~hG%)+u%^sC!-Wj)vLz(~#WI#g$!T8FRyZBiSM|}vFu@RQ)_GjH4BYV1T~%7vg%86Gu_*a%4#au|0tJrZxofIiw~HEMp;%Svvp3};fS#_l7K;i0 zg=c_*&8XhFY`u8f#;AWziafBA`sC?7C+^mAN4@+oHD0}m*my-gvR%Q$A7F8joKGYrip}SU zr0tJ9B)Bu>OQ`hxR(8Ml%Y#$45isA1i|t`S9JJz)68E7!XjBf+&gDyAxFQ_dt|Clq z9|n#|v#Nbx5^_q$fcugSKb>oswwP^%zsG+adWtg+%c*##!;Vx;y2^{&sZ3G?xGc+- zLhs_X)3h%azhDaqgXLeac>_c7$?uRQyD2=L1i4^dnBn*p&&j+avymT>FTql~>!nJ0 ztOJQ*ukapHr=5UyVXaSk%Cd{y1c&KEI0W8?Tp>(_+lM=*@H%clBx%T*73_=NJ_RbP zgdlQ&gY<~&+lzhLow7G zH~g5c#TDKNU!{o;y!(9I3Yu19_tUm^&?T|x)5?5p{l4bdhg5wTG86;lH*60 zQ;Uq0!dj;Va<}Ab%V%Xq!M5Kh&p4%1TX3m ze9KZTkTH_mcvVSS*Q(v2#4UA+=q%QXG)Q5|t_x>ob8AZ%N1qTZUS+e`1Os$w#O-TN z(PO1=DmxAap^LU73b?u}f!y|BU4sro}f0;k}nD#lR#o>61{Ya;)`eRpxC}u~KsZt3F*| z@+a7C$z!*F$9qr?R_hCpTSj+dj^_{X%BA?}`A>e)^To~Md3NN0xEvhz*K3p=dl}`n zd0Ca&a5$gtIG2MJd@$nvi+6nLGXopnA>r9qXAnYh66Fx5w-?20K2q(Aow|hm(b1l7-pqvGWuk9|bGa)k) z`KMrcsBjxcIf%(LG+qKd9a@vu1Mal$R)@`p@Y-$(JpO zP4O(HM2jD(8tXTYYL&)6472wAG_0AcDv1f~T1{edTpIyyb|HyS;fA!W3&09O&BrhB zg9J#HzKyF)%{Z6>XWKvM2{~`|Z|;`s`^D8Ef^2+`5^p>IiAzF88}M{2BAi@*G0zh* zM*%)i9hc&-sDHuHwe=a5B+}!R3HFcd5TfN3Rn=N&V6gsu_}v6J81PAm9mp4OG$ zAFrJWfw}GDYqP1Dg~}(4+wj~J6_kU z+6kbn_}dATL^o99lV?Z%9)#+!ZGZOQz|J+aRUy;)drur~a(HlMY&#d*cCrimI7uu^ zc{83g=r@WW)}TqhEbL3O(6e&zC0w{%~vU z-oJONFvpmdZKT?sp|a+ybSocDizX(?JQaVV6swdewD%%SFpgCeROnxqnLMq0W)a}K zVJO*wSG(=LgY)V#xo^$Z6&`vwm6`A6D7^8u^3LCTL+y$=r@21icR>f5E{3P@N_o!& zpJkO)n9W#J(v;{FpSDj10cf7#9y{3)YuTPnQ^$Vp=S4K-L7O5rZI98JQMYBsl)>5j z@uHWIU11^F%Tz_2?wHCd+ePo~JnCj1dwRP3-$sAlyJ?$R)0VGea*u!Sh#t=iI3(So zDr8d^S`rKXHd@hl_04L!g(>adpi4{}o_!V*neB)U{#>FONfMD6H~@%$JXt6cb2${r zyy)UJ@AZtbX>xulOr9841oY1+#ApRR=lar31(;e=_PsT$*yr@U+xfwktGiG z=W_nGFQ{lS8T4$))4NtRJ+#Oxv>9@gQCtnJ7e`-wG5ck3fZt$=g(@t==IN?KZTG^q zD|sOe1AcZ_*HUGBpS^bH+oIlJ=*B1#VmSnfjnf>mfD!~Q#6qy|-p6_ujA+L+6a#wM zuYU$fqSMJcU|MI)JdAr{8r{>rZa*7zLH#NE&|>Rbzc+3xE_xh=oFYUEhAGU!bh^KB zt!ayf?>Js+Uo4MgLDi4s3{~T5G7YEC3f7?iyqo29W*e_~V&r3VxG%#cx(_|;Ce#}8 zD(wcQb4{Xz^+i|yy`Hba%!vxxRFt;mb0o_lLB3^tr}I|+j1c>bSZl6SUbCQeSQO3= zHM}(zLoa>4U}1gM>_@#{hF6~O`nNU?vCqEGb3ZnxB%Q~;ycM0rtN{I zwSVG0+DrEPLpUCHf65NBrMwN?zo~K#zp=0jGuiP7hQ2WJK_zobe7kJh_^q`o5qbRx zvgow>qa+hZf?RxxVW62zO;P_Nc&||6?JItJ$9Q2U*)VnwK?iiisI8U1_2g7PJFD{1!5WJ_+qA=x^{#(nbH| z2~NDKEls99Y?DqlUaFiiT7aWR>$b*&P)h7sCE62uy#@2Rn;K3^4FWxKVH*o z&z1V8Egl-^y#hNjW96O~G5lpzx+C3G6533L)r@|c`y{9GJ@p01`k-MnW74hkbBs(Ai0<~90lP_X7B3MWq0@RQj zm!a^h{bhFdvjB1R%eraV(sX_+vDUksUN8mvma=WF3sLj$DLTBD-EZFRB7HE0 zhJ~skUo(TQLi6uIN+3)mH$0mOkP8y}vlHZg)UTf;+R%eOJZdN_pZyu=Wsnzpid#vz zhn}7;^bY5!S`=WO3hxrmFvwvg?TA2O@9Dciwq`5Lv4yOz-+> zCR)<`5yZvIte=GZ)gN`6>u4!EQC;Pv8$O_OLjd!f4bdamst98-+u~SV_njIIs=-5InA`Z?LT=tKD2b;3iCHIxytV)q)LnHIV|PiiFvm*za4iKMJGW9 z5rmR!{(&~FnbiC2PhK5~*pLc+sZf=WX-j#}Pk2@|)>WGRY+alxDhhGbTw*r(9RM@p z`YD@Imm1v6kGI+RZbE62G344q&R%rUrqdp}EhxIUzV|x$7%unF@00q?x1RILvrWfo ze)NIoaq=GGKR!vM)2V1s+ONK)^!-ebYb(;in?ROQyCPGPYH`F>@73u1Qy8M6?iVce zgfl(+bB)4KFKk@PPdeQ8XvMaCzfqPQv~KDtOcKrA^Sp_&y^(>W9PB3NwYPqdt5qR|rm{tz*!& zgPh#R6=)?t&E}tpiHWyg3N4DA4l|KQZhrn&&p_`h)3&>FyNW8$?Hl*geiWMwA(Iww zGO6ALsF~}qUQ4+N>`vaPpgwYuNv<3DVZr=cwn9~0eJZ##~ zB3>DXAvq`VcR^$!q;F<0QiaYm^uKzfM{Zg_MRYCp2}iFa6Rr{#$vTyvVOE&03?Bqr zMSD=X?tA7=SJ(7KR1aLn{lhL5nnaL4LfapH>rX%2H{N7GKII`$pUs^%Y&uZYACk?w zgJ9L5c)IUAZ`-ElkVRZh6Yjq>%|q=6kMa|IGDP}*Q0!fy>bm*#{HYCqmfURToCd_T z_Wm(ti_aMC+ZGavRjy0JAj`G)Rmt@Cprx3v%y9)UG&>Jwq9(pL zv|%_G03)4gX;4>&V-j}l4D*)Sa(xRABmgNPiR_`E(mR=X ze0$(#RXGCYcGs9a7)?#?Md#6Cp;`bn=m(D&WXkKjq9c%st` z=SBXm7T)JfC)~a1?mw{YF7a#?6u;a3$BTFGaN4+7F3URd95O77?u6#2242Dci(+I` zMR@u6))p$uSRNWTor{JJv^qi4w~`W0a)80>``~61`ErUNaqW7WMITciRw~>!BHR!? zpA~mIc@4tf4ow$j&rPnNSUU)dv zO_H!9lqU}((&&!`tvhU2-{pV(*zKLE-@@zq-dIalLnMx$%HFV2)p(@^nbDol?{$ut zR5l&HxNNVNLZb+G)yRsM@a&bW+eoC;C_|u|+#8ZF9<59HMq+-eugJRMw_3@8v$~b< z*UZaV$ReI^;T~iq(e82%h4pRSD4p^ot;@cZV^*pw=G;21$Gdsv=~;EAsTEFAdo(&k zE~9zm)VZ%9oEyEH*#wclIf6J2W^pQYeW6y@LPR|>^*N;PvSRJ3{}gEkyAN~VCLT@+ zs=Znff>>+$DFc_9TtzeuTn_~+HtkGkVsO9($&Csu&Ii8y1qJ8?BXw3X6h_fE)#I8& zScG)Zoh*wZGlXXiChENpe5Tn?jdOKdyo&c@jH7~WF}pUAFcO`q#JJl6i^G)P1+mc{ zM!`Eb32yI2r22Y@N5Le3mZBrAw7*I%I@(h3OrNBbv{BH!tV;@KJ96KMI)2b%{31&J zoi^1Ld8Y_yI!>)N|C(tYHMdC1;D*I50w$*JyLm(KySnjOezg^3dt+svIc4gOZ2Ji_ zoCdG3x{^+FBLnxh%8kW6lLlR86ysSaJ2*zEKlOcv>GuuVu_-=&yg{6K>bYG<)@&3K z8k#n3XL<%BiMW^C&!~h1|CUSIlN&C2gChS<$CP?2)j|2AMg*$RkRxH&rWljr>a={& zNRwMYxw5t*k69P2s$s%+}3bcROv!z1CTB+M5g;9tzbeBYhMrcUVtsEU24I{Px*&uv^8% zDk)C&@n21~G0wZ3B^H7cN=E0HLv_w$YwCl95_TY1gWA{P?-NCx)wY;I9#WF^*cE%< zwM=9^_8TRTieHAH6yTZuOHXwsu5_kF#*(y-X34jEwdPxh5TB8-^JN@m?jC;1vGh&Y z?PVdfKG&f+h*i7UZ)$3`4B20LZSaCVz>!Lltwju7m?`((Xb8>vytkqE@E>WienNvD z4C)_ur&ku(h0nI?$S!VGumWg&SySQ&!`!@2mr2VGL>^)z)z4sCt;*<3*X6{vjt9e{&fL9yOL4ll<3`Nfr-?0suAaoUwYSY;o@ zAKHY&m#Dp$4tnz!f}AfLhpvuAC-r{`toGae{&@Wg>1vJq363bpJsuKajQmc0Uc4u94$aLRq_Kuc zhv_k!prYaej#;C35(&fUDmpse2Y(I==;&FS?=RuY3f1Nb*kHA1{h7mNd9^+s>%CDx zIQfFk9ZlTYoS1ZV+&BP9?_sF#)6NtZ<*&D#s8?t;MEGqE%m%(Fougk_2Q9XDGaL_a zB3)0GfwO&k=D(Oci@-;d^YFuehue3wjig(*=PUN1^>KKxwCMVhg`P8Suwi zkZ-bV0fIhxwTSN#CXw}=rqXFPQtJ_^$E1t!qDD|`@AoS6ka}kCvRcQy9w9DA8txu9 zDxR|h)hvUP&9|nXISB4a+L6Qm8d`-5(&&w5o>1I)(+4IeIK+K?xamS930jP{eDb{X z>L{Hc=G%8CJhYX%U`!}xIl4UBx!QQkw>j$FSZC~R7Q@6@3r|W5zp2_Vun-!Pud6Gu z0(lW(FDGlQ@ICXc1RBprweflkZU&aT$w1V&UPIGoAd@JvycC>J5MN?d{;>%PLu`A? z1I+#ABeF?jY`=&vJzrA0v+ii3v~OTx{ozbP|)4{P~O9iB#ZrBsbN1btgyH`It- zu4u8iMDTMr{NuZwti@+0{OIZN$7G`(ze=%~j8q|YBDW#OoVqfDsHBX69X8!6W&7nh z#GY7cLU;=r15Xy2Qfq0)+Q_okx{COylO?3fl0#~FsGXca0b|9=g0_5_6za85;`kwb zn1}n_wInEM!3S|@2G9YieZ?1|SM3^@WLGwixWj|5+bin20u(>W@_;XCBNfij0%&9=%hnVfjh{VPTFF0u~Y3*ckP9kVW#3 zULlWa1_Z976uq!QqTT0*pBHV#=jfqiu{oI)*#okz$Z@*`alcP z2ZolECOEnAtqi8kX}8`QQ6qDXdP_pCQ%f`ox|Ug-{Jbv%{3l2#*TK1B*i~Xk0o*Lp zjZqpZ^@rg;dQXONECo)4hZ!AGVg@C?*b&(aeH4r1mTN@ma4gB3q}6xRoW!{@FD1b~ z(o#>}DIJ#YVQbwr&KohcVT@k1sCwMTgN@(HQti9ZZM_Mxr%o>K-FXidRl_;l-CUW+ zjj7*lJi!U5HprG?Cep;!cLquXyaJ&_SnpQU@bs-38se_6zt>J6y}VX+ z`0mblonRsh==<<$5=UwGpzT@FWtGW}z3@>*RroLA1{2Ap?1D=ZVy760!vBV|=6{Hb z``j^*GX4B7qy?mnoL|YtNRiOVXuhv8%Sa$QFIt<%5iT$N>jQc$9TL;7hREN_SDb=h zR~7o$TI7p5`8>q9Vr4#q2yqzM)s#E`9g&?pujAi@mBLk<9BiA*xf(eO1QG^n*w?NV zU&6V!?)`3wlKUnjbMLL)KB~Tah`K$|bZ-X^Xkib@;ogwqxRmuPV5{AxyX9#Kvk|AA z^1O`dlo)t52PfpvYh@Hb3H$9UxbP5A*3Q}H&?_zn?|5H2_w3IVcS;(@H@{dGZS>Li ztI>`niN5!8In~a6>jsUq7oF6p za65i_CV45%R$Ti>f3;Pw+-sDUr?ny=x%%xy5=dK~fhGgv9L#^pE(~DxR(!IC1Z!?7 z=b+Umlc?$F+>;U9V-bi_V+Nsu?kL`25paV!pWAW!shMKmSpr?TIITOj(XbZCFSJgU zkA~ZOB;taIb05{l72E0e<6Q=c}ppQCV zFn0o z@1~NQ%%~8>QLJx+_GQ5$wG}4Tol)oIemQHvQ5FP}cOrI0a?PMc) z-_tXeX@zmnLj!6b0hR6l+ZO#0E^FYlqDS1Os+STr-nw+~czeo1>T|~LIC?O0?y21+ zkdeZVMAq2ktFF-?y34mb&#uuMD3C3iOSTC#f7*b>9zZKTphl1w2sE7Y04qQ$v9h*q zAuZQ4Fi*bebrQOF4ApqeFSwyM*Nk8X#v53zjIAC|`HHw&boB6w*k(?%YKJy;q5KOI z`2S#gW3rs@NhboPt$7{CG#2}t7C`?qqdg_6mR=opW4&YQrxw{%$<2gxp^{N|Wa+!I2K^JRh)!pU?8|ec%hO`3@!qRq z{J5K~RlZ57l3bYX)HzgxiTw(edss?)a!oNGkO$Xv#1cl+>DaJS^)bvElsO#CN}{?M zKU?O&^xll{y$2*=n|%BF7P-tc=1=nzRA$yk5L2b33)hRgZpZSJ!;02oXlp~C>+Q6; zY3SQ-KR?TF<@J)r29==)<I|O$LK@%W^;6C`^?iL6HcXxMp-+ur1ZtdNz+D}wb1vK5$=l9q-Cv?VS(8mu^ zn4$9dp!Yaay==aHMBnSgL&Nag1UTx``?LuEDOTSRlFlGr?!VDR6>*GfYRj{}rBRLi z7#`8r4Wa`%0p*u|&FNN1=KuPhO!&dx4P<#VL=czp(x;egm|{_YQ1 z9n(eW3I!y+KJQP3`dn~SG;v>V!H+I>?5qb3Z|&OocHH*pa;O7r9NkrN+bVcx{nYy!aghAN)zC`%k->$bl9}Rn9zq*wh z*@=oz_stp?cK?#&b6qVBRFRo=gc}Kq128Jl5(A2kEov0K2H+JAKq*;Ex267EgiSePk&zYoStF_ z-F6F=*w1+J-z^)asFnBs3o$1xpkmj(=0Sh_f_wL=4sUJ8ZcJp;b6@w*3F)7AaAV*v zo2+YG9~va5lKO9n^6nca^ggyDNC^g`ta#?0uhR${UiW0n_pV#Ld-FH7!_%G)y;>s+ zZNmCsm^fMMZMRC_B=DqYDY1n>b<~g2X^`KX>YNRh)^kQXA=-*2QCxx^El-r@CuFC{ z8H@3{*JipJeb1FgDho%hmPDV(G5TT28T#OSny$-Fj86iff*2bk+3NL^X0|K0X*g47 z<@1uey%_H|tmBjvEx<;9hf>FKKTopBaL-ybeul0j2wgL=pa8_r&*+WI9 zrJjqGsQ5BTJb4EJH^Y%e+U~(wzWK#H@j~+zY*c1 z%4tyy@PDbK9LTBF;h3zxO88!;?ph4YHC%hdRtjg)S1#DE?lCO#86=Sx5dMkO(KEXA-5<hZkCkQ)$?wq zdkQ&C;M~1iJO*(o(c*qNEyShS;I^BL%UTn#kxcqYbw0Gzzx%0}KFq)VijKSJUqG7o z)U|wXXa6Qw4(i|uCBa{ucQh;W_-(E+zv=MTXU)7(vS+@eRY&aVfd-P3!wZv>GwXrz z6KhUd=)u&Mb@qH#r7_+eR>RA!0vAn9%hYEmtC4v*=^2YnLE_h^o)7oGUOSpw4p7LU z`ix+|F(o41c{U193+HQaGc@QkB;S5#Gn(MGN@vUOW@Ncw9@_E@3D8h1S&6&S*`M1u zEf%KfvJCE<2`ee!4!A5@+ql(Z&lAIEIx!5LUErEJlb@vZl{(s64U0SU7P7h=iAud( z(a@n{2l~#9(xwPP+-*9>U;Ay|$xJMRL42g98DQ9t0GSk)L1D}eMwp?J+q-0wAKI|r zO&Q6VZ(#YR0->rb+}sr1x%Rr1FdK>uA&{ca#L5dc=o?B6a01hUWFQ~aF%Vi9*01gF z7FyJ(_g&1Tu%~8nYFVh3H8seom`7xp`j-T?*QSfikv$om9T;VW5^A{}8a*(Z5rqUF zQLaYV3vKpKiT|2$oNf|^E#&Zoy>3Z(onx!S_41d)&wr#f@#)L|d=RV^$Rshq`Yv+x zOT}M{tnx-=piMsv0wYSylr=OZ8p*+B;*yDC_1Tr4#utG?O!E|j3huLweIku6s&U#> z{1X*ijf@I>Uw1QiJGz&U77)Uc+BdEnsDEhh=|B8Q?0wT-iz|`l3z)#LPCpDeaBFdO zx>kIzjD|w4!3nFDN)OWdHpL*sGA-nL7j9TW2yyToZgQUU5?N5YgP) zXKcLI6pioL`D3(Tt5P>WQ>_FTl70{?Ys0EF$ycFC7 zn@N3|rP zVzjx>z*)Qii!y+P4zqpu(s~xnF2cB z8BP0XFy-`Y4FI`CF$7P2_=pjU|C+8xyYk&ah^0P>+r#>M(?YujTLYj53n%@6-nv#T z9_1z)n-t@A&@z=CCgdJDkh?$BpI{L3*rjW>`PBy))Bw?WhP^5!XY@J2A)1%gw*eTh zrjwxLSICR=-XrGizvjv$UY(^Fv8)-)wtGma_-1jfzF`p&)Rr0CuqY;rN~RGc@_fygLRj4SI#PvU3M3KLC$2I>RZnjfAFcqOc0HsS& zIA+?WQ~crAxThhMgG%?vO|<~mG0VQ6lD7J3E zjwu&;dvYLQruqr>RdI2#7}_c|$Y?t;e76APPJl;dN{lxa4}yd2utOxi1JayBU$@ua zP2l}8At2>5KFngP*2krJoNd<0(9Nhhj5cDqc0a)7{zO@IjqQn~t5dZjQp;3u=@uM^ z^xhE0R?IQ4r9~ap`f9is=dL5@XHoJ+?kF_#3I` zq6m#woD`GgI$P7$JI&~J+);+7(v`_R#tSRF0$E9^S6qKBB-%Z~wF~TL%96HhB7Ghg zZcx$54Vd+pXZKSnj{1k>`i-(YQ78t`6a%^|?)h-5hIW%Vn>$!0w*#KrfxVSCV1S;L ze;C)-;$4I$$NkV47d^O4TkE9Zj&;lRPqE@KZ$1dKH|z@JYt9xeFR2tNHrqARr}AVD z{qjCft)8>cSAIhAyHmjt&r35B`(>X9FlF9C41faO9_*|USDGlQXH(R1qEeNwDYGer z`W@<{)OtD^aOTh)>mFlZ=3@UKY2-F!HElQ@k$91RZ0_&8c1xP<8TnZZQp2vTnR?F zv~IkSFok6s*PkT2zoaqMlf0XC_)UJbN_2Ir=2QJ0d=;`aCQp(_G?9rohkXG>9lnAv zQ>H8Y7JPNf!tH;IfFMgN`{UgFR_aZI`{T20H+&}%?-2s$V7izCH zqg^DsaZexPBP@Bv%i5Js||SIlR5#1s{w5X zPQm{FRhMk#T?r7ob*UK2YFwO1eG=u+B_1q7)6?`PLH$y|-u0G!QEK&}ql|M5x!{j^ zhXSEuj&Utz;&_q*CMKjDP}3}jgV}b7sec3N>&Ksnel#4xuf@D|x)MKUIMG2Y$kNJw6`gxTC(Xw+Yf5hb`I1k3i7p&#%tHnM~Q{MK9|GZ#kVgN7O(X^%fGS5Ji2)#km-Z$lhde zul&OMr$jhkn_hE`^PW`U!+vE?M&Q5`ctk8O^GS-nenc&})KRtB!>o9+J!k3hfgyXe zGQ$MCji3xXq5ci8Ujz|2`9I9JA0)CzN7Z}dKAJL>hR9vwpmw>4bJl_DZ@o30~vpL(i-H8l-E#}VAY3UFB~31wkOHV z10(&;;9rpnjumglfxsK!o-@SQc9`gJlRH{S)dyDE$oI_i6SkRhx0%12+HjHbIq0&b z4-@<^C4(C53CoLq5YZN!O@-bT%&$YS6dEs3fz_6(RLiiM7AHc2zdErwX*|Tc7QCeC zO;LE3>*a-z`{U{=o%Xwh)AqhxQo8PvZ6L9ObHc_Najj`l0E;(ZYV8L^o`}n-{{8TU zUi;%gM3)9ZXa zSM&&oW9fXt=0WImis-qwG{Tk5s^{DF{`vVrNqmZ6d%EZ!Q7-v(4;FtfKT%)dCs1)v ztCX}Y0#E_XhMQ(Z8$b)343B%?>U}F(!F-|(EJ=#$-f5Gvh?Z1EGz58S{k8Oa=N~Sc ztH@I@wx^GPEyi;IRNN*hXn({kzkRAW@7sUM>6kCEfZ5=-8@pn-aSSdUC*AwIbc%WB z4Fk(L2JPkmQQSIU0p8NB9KRw{a&1+BxZ2gWVhJ+?cq>G&t%+L6!QQkJb{~ECC;Ppj zv5AMj3T(m8b)*|9LHgy(o^^9#kwZ=Kucf6u(|~*nQ(x3uVR0JrC-;<0SM6g8kEWHm zz~;}#`Vy4V$)vP)2+Gk&#iP-eveDsIe>+7@_FFr$F0kv7kbYMQ3t{5jczr#aUPOtt z_cH%NMo2hV6F#?yS@_*xCESp6Fj#q7k+*DlI_iWR@w2}LU}EWiz`d;&!!I>mB@`S) zzoRxB4j5R?;wMH`x2|bS{^vcARNjW!gOgR*baXth*<6Neq5xgYz<`NjK#4y9WZw*d#WtXt`GO3tMSAOdle$f+y&?I#eBy~7liGg~@w{$k(%(Qu(h4o#ek0~pNx zW!Q5q#PzAFzqpSppeKl2y1cnPFWz>B%F^$!lYk~YsgE)$1i1~bJF(?hmtajZWe?-% zMo)*2q4PBzB-D%Foc(yAxrSd<*~`eys7kf+t+1*Xs+O*X+~D;jj?Y)D(#~H^_91ff z*OpsMx$Z{WxRndWdRSdE2&XYNW{>@U)#E-(*VV1G@-Fl8&;eT|_)-6hbLSyFz|U1< zSu&$F=jOE|>3@fE<-%mPyao2Jr;c$pr=}Ci7N@0xv;e8sMDwGzNmJe)F9-T3zrjGq zd=*myJtZ?k!_k>*rsP?0cLX=!V12od+v!?MKSWr*Tp~W#d0fSBEac?wtIC6%m|A~(M9e-gyyhI0+{kd z{}`PV^8Oi!oNA4n%p@Q@aICd`sHC%Vnj!ql@{PZ!)W*TH^2^=18rJRtXqarQ8)>+Wa2Br9fz=7UiEwx;)n zAD0FgwxU{}7q!CLna3!ZKlk`*Ph2mj@+Rd3HY14on8l-7_{JTod)}lcdK_mMk#Pg? z1h9)vqlJ#GutFp<5l)G~-du#}SezFGvPHxejG!%@gYO6}s^3?;fGHr-2WBIzT&7Ud zjct2YjYFdzKF~W~^JYm6N6F`3r}mDm?gNCOO!)|kLI$P_FM!qdQJnV^$<6#w$CG=c ze~$33qXYGR*M@Du5eXh$cc1Cs>!SrS&x^WvR+7g%1xpdCspC)*{qOCMVdGQ3@*(oC zSmSId?;8-GLxRTG`;u)VrbNE_n<1`((Rv((tJi}xX@??pO#jAt*5q{rMt17 z1{!q$faT+!VTi*N7h#JyJ$`jx{9G(g8>#>2)=y|!=QcYT=N7ZDQtKbh^sy}PU&KuI zGTYKxH`<2T1?XF9bWS(H%!fpR7H0uh1jeJ4l=hZvg|ds}tr3#=T)BN7Hh57&^hL=d zj9pG%-&G>5g-azE7XT%OrDbIfjIa|#W?C2ySNm~eRu^gYHSjz+UHgAxuUzlE+ZyyV`){Zyx+3G`F@BPexEST4D(zXLGZ?pYK3>CqF?&`p? zA7jfW8?V=N`9z4M3w5>2{!{av4pg%bXw|Z)zyw4f>_Yw@g_9L`l6Uz|=e9t-auG9t zp+(mnp#cn8O0$o?!2Q_n;k9wC$-B~A(%x#RIlTB_z*2VG>-qGbkG%eTO$6-z=oc3> z*qa`f{mbZ-d%>x~Vn4S4fCS@FiW0{`ef0&cmIgHqvm}z-Nvqy}scR?Xep> zm=KBQBip$!FwSFQrwd+Pm(hzm zkipa+Hdz4!w?HpINW5(Zin7ZG_A8*WR@(IJki47>~_6L zv70dxYEj93V}Q~(+(V1MZtm`YbUxH6RKC>`9Boq}Bk(S2Sa-Y#ZI<2c@nLoO6)T$= zS5i}BAR%37h)n5AXYE4{ey=2{S&`*_kQN!Luk8X$@B9h@tPPO~gU`dRI@MC&if30p zfxPG!fbjC~D~7GBr$&Yr#xX7_PT;ycqW}aceUms$v2TzbA6;^t_X|oae-?W$V0NU` zuvja3EN-uxRajSMG9=8}T#x4+d(mwczN@|C=J5@7_33>ghd3}Fvd+6lX z?^z%M{sRjaQT(>UDqyKI0H{Nl6g%>g(`=x0!Th%<+b25x{`~eOtr-my3%)lDeM@S1 zxxkQs*pI-qb~Gp7PSB>v37=C5;xMavlwoo0o*ru!Ft z$+ch8&qn^RrS!}sw!Nm>tvcrPdt{^;Q*|m2|JbZ@!@~iu=j3Mdt!CVbkDt(hg*Ds+ z!J1Z4Bly~mWD{nfXBwp1Ii#s|&sGs1ASKV#00hR#PNs-1zEP0X*iEjJOJM#$WAi+* zZakp+l>*2hd8ApWf2P8g!o-o?wO7BOp6Y=*D}nFx4^`&`K3`EH>cp-0A>IC9Ak3AEf5SCqP0vR# zHnSdm5DoNH966>}0f{10swt2$;14)2)WsyFn1TPSIhis>(*vz+*vWUY#UmU}WKqL; zsEAL|A91usudFlotg#KLQ{nu;Hlc8N6G=-7a|eWp{V}Z1U9hmDnpXdv{O{NQ)6l~y zt0wi=1hFbQKSsk{chQ{(vl;2?NSlFO#89Wv#qhdCs~8AqtPcE|3Yx$KA{rg-NRN)R zo}YN|pSqpXt}ue+dtv?iK(HjLfhsuof1+#kM@6P0G<`GHrvV9jeXBmC%-! z+y%L`DK#~j?~?UHH8^>3>w_WD<)`P6)4qWTme#UL?hOAE&%s^aEvjMpyl^i_dJhVg zexf!Sy&!g?QQN=E;#*RqF`!8P-?w7Cq_|_>B5>sIZY@b@(1~se++)e5NZyJ_LY_6+ z{I4-%osr$_(aVwA_m#_z>9ji$;F;f>mWIbSe#;g`bK2Y0@Qx*#ej5`oPjCWYlt|%<-C6KS% zPGl5pk=oc-;h*${l8} zw)}_2-({*#GB(H<{vmE*tr`}1EyN^z!N7wQjTb6p1(`W^9CLo_L6H~ zOMRS)uiWpP@tZHc;{$f4wytIjmZ5#%0x3sM+Yb&|t)d6%Bl!==qemahPlT@4c&bjt z!>tbsQ6G5iW=}&mh{AE#Z|O|xO-~W*(+)uW6cdZse}Z{0N0OhG>^%(mkv}T{(>8Fq zGmW_u$!3r)ML{-Z6nIb6*bYmrd*khj|8=u*8s|E(bK46JzE7(=JW5@0-7-|vQeOX= zbcgjx`{s|)nm_VK5b2{7qMt@^`$sz>?n@|Xy7pTXn6zr=rT&9MfKu~+$<^?|b0C|M z*X5&0*n?J#Sk!G(FH`!)Vr0!HHm*i*!L+WRY$a9y#(8YK)Lz@=;XiHyXl)S)11_q$ zN7Kp!r1uxdCWtZKWq*=>Nnr|~)DB{~=ywJP6BuyYqREFOv6=B?;Z`S2+ab7;g^MAL zw#3@YFUo~JPi*X*FyT+ux@B)jm$&SdQkjme7vn1mGETs= z#MJn}D>~cYd&hw3Ed=Tb4`M(C!EO^!3RVPDHQx^sqBc!d++zc=>$;ZfpMT$Tlv)1p z&yGYp^~IeR?^?ek#6m9+kAUa-BJc0*1sow7Y}D4hGoFPvAg=Iffe8i>Qb!V__NWx zlo{J3M*{8mqx5njsRC_D_0G6bs+eD;{4l;m+N5yN?(A^kNM2=VW@Qqf&KaoOpUkqt~I&)7GG{D>oNKwLW4#>6VsZhlj1x-WorB>qJzl-Ib<*=>r-5 z)AOYS1vHC7&$){jJaIx*y|!USj_^dpPY6`I$N6v=d%&}wPmGQMq>FEx|Cz^dR136 zk_pnCA~>Sl>Rsyd?Rux5r;}*F7#;Z*IXSt5#?%9XuQt>p{Ih95r3zvCewr;|tgB$U z!|rk$F#iWFij(aN+3dVW?`Sm z^oEJ3nrAVgc&1Yxh`e;kc4*zE&Th-%cG-CQE-3E4jxcRc!}B+jh5|6 z3@n_T+j=%lL5J}B3CiV3wqVYTU6dck{BOJZmzFPoYt!OCevrkg{N`T7P}%GH+8#mA zb6lo*URnQEe{i^S47U5_S4aSRAi}_mn_5Fu=^^DC*v4XYxzNjq`jrpp*Dgx{1H5m) z!E~CT+3>bMVh+he?8`Yy3}VOc!=MPuqZRkD*HlL&Qw@iIgIp{Tkw#`TVy|0d$_6xM zM5|jZ&gaD@)7$-bZr>)C@~C03#aV2A=QT2qeQ)zIzR0y#eyXYceMPDe}4I!d9MqGidA8|h< zreKVnNuARF<sM)jPVA()-a^&LBlyHki7=E|MR-JMbjE097rGLQQu=?h0 z&kMGcgyBOLE6hg8dc|$QM+e&=;fK($jHjlURw|1#2g#e6ItH8RSp`17v0{HZngJM5@~@o>T3qJUt$ z%B^P|({~w#PLU8uFY%6O9ysoPp)~N-2hK8j4}}0ugF)8DEE{_t*mZL0MuF&(@YNs* zcAAswcAk;5@xW%B;4Gadze>8Yy53u`3)H+!OMc4#*c81RQTQ#GHQORj_VHukWBKsa zqEAb(`dFFAuN6=0xfVmpJT*EP`rCqTWs00v!9CUGKg$m?yjouAazl$iwWOV4R_FY@hs?|c-mb2*3Rq`k^l*$=&JYtM!yjYj zl!OM%&0yQwr@CN+x$=I@I@=*RjoH^P@g8UR9QR$$8k{5Pu*3`Yl3tu_F|O0?sLKhP z8dO|IZPjs-lihM}C)ch}>PVUVo22;OU3=Iv1(x*!^6zyw+p7XP_*Y;zF^M3X0 z)(RqZgi(-_FKcg~H8)vQYmWc?pO1O-Z_k90{GdYa^;IQ4R2M=)w7-8+3Axrr%enkC z-Kv)ReQ53q3u3Dmr;jslV_j?0b@H@~o06Ew z)?t(nqvDV~S%ArN-WP5yx-1g6Prj?ep^1&~BvyE}RJTO!2+0q`!@z#o@Dlm?RX*}w zAHi-*#>pD<>GEE7%M9ql2lZ6YrJgMZ@n=ang(DH^y_)dCul@V9$brm}!hx9xx7vhK zajiFwhdL{3svt*XCl*25lN|(Mv{euI{g3dH%mO z@RM{kXn>vHOn;_ueto1WXOgHQk-AmAhs)z%^?is4RZyBCgZ^inTh>Y_;R8ZRXcF}G z-xp-wJBhY_i=PAj2HBa2t7H12H=|BUOCU>!qqLxp5Z6alBOMyKt;>(j3q6^)@rg|G zPhH#-!}fCqLIN{_=AZn1u0FKs9tV?5Hjz5=!d&S5-&0zE^r^mVkFK2@ zz9o?Oxo(Eh-aNDv5qTcp+xbzu){ld2k0}vw<4csn z@)$l6Kiy3Yhd54oy@sjfDR!L=&x=!-%VMp%FNjOtFq7m2| z=a zkv5lHmp${s_N@dR{D;p8qZW6EoSz_Z%gNe`Pn3A+NbKb#R+=OFnI|Pev|31=ELZnQ z$Pp`=y&>0Fsa4v*Or)#uhu-A+mrW87G5M-94l+xVO5lmi&}}}khBqA;kyZ)g@(+Sz z7JNRV@NP(~^=Mq;}&$`q-qI4xxy8bn;Jni ztGm#_S)Cda&ck6Q!mE(S8apc`>o{z45C4}8kA#3LOMlFEs^8RpnX59l2OT$_^-v^c z20Y)Ls80p(^w>qhcGH+6d9f<($#ee0Ko|qag=DlPHz{x0!)_OJ6QB29DEk(}t<>Mv zzPXNlm#trUJ_iCoba1#l8+YPB_d&!-)kuE7u)n%&c>8JTbqof=S+I1XWQAt2((D$~ z;B3K$WzC&g`k#ei>54X{%E`}X@qNFR3@qpCM}7t`^vKX@hBWZv24Dr+;)3{TJng*> zm=KHy#Rn40+dqD34tv>&Vd7AG?+T~3{JeiX-6I9{^2NG<9? z)0P{N{92XNK}r~Ad6C*=$Y+9v9QIS>mb`ZF&CXV_%5D&V_m$Lz>YFjC0rILQNKxG5 zZH#EHYEcMye7E)GeIOB7l^r~`*%v2Y``Dnuj~#k4O2i5pJEAQaSHwJhGv11awM z#&a0)guDwB6TkE-yu&D*mbm8^&t^$^U1Hkm2-{dt0u6qLS(y+@q4^vuPuU_6A{;W) z6T`{B|I3~W5fRuKreZEaqwyU@xSgW{>=YGn?Cefj^XravuHl#-T#6k_fqw^K_^dy% zKDn*sn_p0y$nb*qODBKLZY7MCncW?}Cn?;2YfcSd1~ZUHCx>XjB;IZ}==duBQ9Dx# zTsfeW)IdSNc<53~AZSE@^jDMay&`9F@Wh)5-Y!ah4um@i&`w;BrsUP&aRY)}%(YPv znTDP!QFW*XW6m%kG(Cj#gO3KpqR_@|#w&_}=|`taN;aGata|Mwu+szOqGMU|8WDRj z97*>%#zDBNem1H4I0Z*>e0T_pu`tMqC-8~%pDic_nN#e>gn zH=eF@i-tFg?JNi^D+yF^OyR*5zzJ#rZKdf*gt~==f4C+hks2!+Zv2EN15^k}pqrLW z=Q4{kpCNh!812=v=n3ZWcRu78@Ekk~Xw!@*ltx69ALfmej6z4Exm{w7F{DTmx$v(h*n7 zLGKQ9BpY&P-!GYe6hk&Lk2ykIt!{ORfHBYcoc@5{m$eIAJo9hZjoV0HtJ^BHY9_y) z;s!OE6!sSH`|z%@{Z!9sJ+4?IQgL zMp_quc|M#T$43Hh`ZM0HqtvcnIYX0kPBjsouW7@~5QGu_+TaOi990~wZ(d&Sr_f$( z>>hPxRN{vkqj!V>zf?DLVcH5mbj^d$Zq`X{M!bTP4zmjt6u^U8K7|B8dUnoGK^Fjx zfI%0%^Rj^>PE?(CIASCndbFYk zqa?6$6_&48APw|O&a-D6(L%wb&p_#$skh_^cuu<0R)ECwBnZBe`aj9sB?;;OP39_U z!vWy;|ByNTcHwyZOxe6;Mz9##X+A*M)kkibBYzDyy5nhAd7iBo?z92#JOB|*L1hR= zQfBG!X8;lh5K0}H2S9hj)hxR^GaXjh)jHpaTXYU2qmr6A(-L-|il@?zzZ>OY>==Oc zwJ5l5V%IRa2=TT2I;l+f8<64M+cgw4>jS-_3jBfe0j)FV^gKB+VQAyK8f-(4P|61& zFh9Z7Z4%6~v8@hL9+x(5(}& z+ibQXEAYDt-F?Gs@51w_z2O6-5k3ua=%O!;aEorr| z;-L}Wgz*|SpRXU=4yU&+E_S_fI=;(5TsPC}jU_1pQ!~YG7RzbU_|Kl$l}elG{}Hy; z@(5hTHm`V2(0meX&nbOX${kq@F)usdZ~+-E7?wyZV3`rAYwFn2Tzsl$#21Yd`8jae zl8J|hW%kYu*G4eipS{Wdwg?`6`E)Mx|4Re~&OrFn^Uuq^4C+(Yi@2d{Owg9!aMMC7TYJ)a7iEDJQLoo&E^aCV?t)eGs6=xp< zt(2$H4*YMeqjPb(*VnS>*{SQR`o3Pw=0yqdw&ZI>!0BT0Gp?H7!mQ zs|4Tgg0u)J`^VE^#?o#o$J4Kk z>uzNT!$|k+lq``XgiYh&hRGaL?IQvLNw|G!8boH)r5z<6V8Q1fdDs$0yY%$$Kkob+ zpW)4F!UL7mG9k?xSoju^gC3dF6$5H|>rN1F3Hj$uH;a-tr$)}<)ew#Wx1{eNbp&*) zmlI)>Dh&7#dPz{FEiUqitsZmuYiH5qf#g=koApQvZ1!qCfIY}`d?ySt;C2tUviq-_ z4MU_q2pjjt1tdmek}4S;1!KmcUAii$AMk!QJzM{a1M)OtJ{o73LzKP6E*eMeFHQqa?KFn0JlA4`)gerI_w_R_5Jhq%GnLjZ?e=-}av zg>y=|n1n^Gu&}sfQ#q5q!Ns+h?_G&Xo8X1UXRJwp(hWGH9IfaUOP_<;l4x^#?u}k>st5|F;A0{;$f4JF|ftdfgC>7sXmWI-xRTVL*-FdJ{nyVS3 z-1917AGNT`JP^^5Uj8$Kx?YC4x|}vTn+%!ZaRV_Tz3OsSDsJxX5DPQ*bn5tLI^YVe zH7519$|Wcwgi_61-Dv*du%p=XWs!m&s86{*4U!Q+%+lZz&~^=A$lp{LIR%BlMQZfx zeS0i<;R&z74;^IagUFYd(B!u!1ugfw;gs-E-WspKDyq{`ych$hUw)J@7qOFR>lm4bdTGP&+bQ_E@iKtbptP1b_&E^>75f$ z10P1M z(1*5rt#$-GXq0G;&B*VlZdktoip|;z;_f1p>gwc_V0Ii~J zZN|#x4I`fJEVzv)zN{)58Y)ucjKyF7_0V$Lp!O(#z{6yO-y{n1RA(izjebYKoTqzb zR1X?LEIC_GEkzzNck`7Vp4#T4&zyjhHQIX^Bns)!tEm-D3V_f3@ge~5r6#?>9TTd~ za%BltU6`G{O$UgJDnRlYLCa{X!#zDc1=50+oNg_WAQ!>Wb*)+gr>MhbCwt-}VWYdRGI8yEKiFsQl#5h&MA+%&>}&#$0#R-ts$CT4O6c(Jw-z; z;8W)Ri_iLce7Il&lgmp=b`8P3#RA!j_p$M;4_V(w!qn1TqQJit3ns9Z7D)aVfy%R` zTH4y`nHV$fj%M%q%SxAoG1e$P!<;B8S5=5~Dukz9WTW97BZeAb;$vU+Q#;18T8pcR z^$2flmIsiT07M)Et9Id-nw_0R24P`g(P&J~xZ=JCoB>PHP%7|w-J1U~#}jf#3v(pn zClyz%ITmOuu{d5wwDUTYhd5S}8^gzWIDNrK*AYkbHVf&rTIjf80|rPMBLW@-fqxk? zR=)I!Bkn97OeJY6r*HioB4$#nH#O0Oh$&@&y`aKKAFGL0-t`Eh!~`2Cgv~;R8HJqV zEEESy8{^%8`FXqlR4gH-nV45sr>f<|+<(_Fi3Y!QUm+Il`Pv-%t}YhTf;jvtUi$#z z^%9sPl_)(u2yp^mQn%z*|I-h&To=7!ob?fI@gwJ7{HF)%#5 z2X|)@k>3#6@vMVV#p7+(YlJMn#Omt}75*enC{DOXdmYdG4`9MEU5bna{#+DmnfYrG zF!|8`%kBC<2-5%8?b2tjl8sQxQ*|VW%|!B4JBd_NA!JB*IRaOi0r*N~#1FXNGll!T zz<7<0$bW*+r=Z&FXXeQHfoJ#+y8R!X->bVH8d(Hq8rRKnE1&*in2}_$DseyDWWMv! z4Pf8#YyLSU?{>)DQh+yRr4oUk6Yv_;?0%%f+kHy{N>d3MVN0#Oei&{ncaN$NQ17=G zgGm)+xwvmsW!Sz+AYIYNzmx=NT;FOToX)kK|Hp=#2?PIQ!(LsxG2fZsua{S)EQ@;W z@boZa_mAlcpV+cBZ&#}#OQt=1rFQc_Pum=WgF>AiA+vY&;4#FDi@SfvfoUCaBcW#=BL@fvPWSC-Q& zQtC3*39;mTrM{7-v|T&B^ZiJ5cFvo2M4Jo(QO7QDW?9_{?~TXRLooUUJ9t0c8%V4& z2ZI$8YEdDdr`8Y9boFvG6?n|XU7vJ2I&1Zi5kXuBM*&u9;Oe$t1ph4d-RJwiDUdsx ze$%Bm&4YglobSC}!)Y#qT!I}t6SepsorM)7hy)bpU=k2ag9MGp{X{I#pD_HzeP z(NdOMx2$%QARm%sU2zQ%jV7LMfNg7YP(;_(IC44_!lTz+r`%v?N77Ks$bUGkH&@^) z+8bB+x+}|He*sz>{a?Abr$0vUgA(DPy>-Tg`gvG*q32@;3x6$?id0^;DQ7l z_8`Hpw71iE4-%A;lVoR~l!9)xow(#6mc_F!SuCSvXv6+C6Ua^ry)tKcPdZnIxYl*c z4tO*^^t>dqX2)4WTXl0Qt?m}ccz7zwHKdvkxguDK2gbS7ZPo7z5w8%_(OE~2A2c+z zN3(JNy~n8`&Dz4Oe!xn7x@0em)i`(}CVfk3Q*jV0h6_5L;{4nbDT#*O)97m=@m>sT z;ymV)V+^b7JOtv}^5qPIc45(>_ZH>?5~14l2&JWUR#p!{GODd_VmbY28^&%%pqeUR ze3O5;xtBbc%2n(hf9f9;ZuNo8=I%*uv@vbWmO^>y6=-@s4#AF{yGCWTjyHh?M( zlgg^lpKwn`X*yo_Kl$MlrYo@<3>SM-JJ#@Nc$y@X{N8nVfzYe78hP2fO4zr_2f0~e zP}PJ#(PNc+I;oRKgj7BfvRzYyPx3823GqSb+d0MHVWE#B`}tH*a#=kz z;qwmJ<1)j3xA@< z(vo%+&M0}yU@tRtqjDT0iDifD$H1)6t`L9Y24=c@#(PNiIqS4~m^*FEcLH>f*7Lvt zD56B{;5F~|d*_UDDZTr(aT`)Q>qhVP-KMFJc zP++m=DEanVYVEqX!_h%y9G{ty<^y-!#~MX?ldrs$Rl06K^Vv;O>1sKWUp^Ydqb>R2 zV(Ds2DpHwhuvGoXI}@wxse^B#W{DN_N(_4PQ+tTFPFK3=1GeS>>a;Y{Vp61ZNi1-% zxZCq|SFuF~vQ`9wWNB5^PFE!E+UlwsA%qOA$IX+@2Qabe^DAZtc_BcG?NUuK>xED& z1wt$3@+}tQ!53hbO#wTxQ-2+Og}VL&P7Th0a+QY=zUXHhkJxj-~br99{rJw$1mj?f+=I_IT&Tw>U@;86hBf zs0k87ob6QG1Oo%`y6#4l5DAXl8KUgcfMtJgmPaDW4lKmcSNG0Xo;lM5h6#L6=zW&IT6_6 zl{&2~ksiO&Du+HU@~TKbIJ5LIe9c^a&z};#+J@@Ig&ln?P)eAc1Ol1Y)-yA=hU>aU zM*h4JG!{J}-t~FvJ^a4Pqt-F+KgIO8payWarARl%RylFTp)cz+&U^#v_nXnFQ8%c) zFxK90#>amKWvHu*iG0ZBQ3cXOaoZ_ZcnL_Un75iP;j~xS4sXtKPC9f|z=nQANejh{ z;^|TB?ZNdZ#)4=hSrm}|TjmEzYA2T71$E?+@6Zms%@~FC2fXD-1F_)R;I07K-|UV} zW^AUl&Z67~>gEr%H$~o1?=r~;S`gWHUxDdfe^ww_MPJYRvR?1QCmbE|&uLk>!HM^4 z=`0AWYc-b#^E-b^B@SJizJAg}v&$pworiKDo#cm)98Z1EegQ$~#&G(b>v09k&o3me z3N*TrM#1523kbwjnh)|EzyZvgMQ;Hdm-BspiA&^ZTF>v5k)fFR$xP25CwbmnvLG%y zB?*CBl{Jo*w5cJ>qvp#LlLNF!S#MdgsdJX*&d%wMWeC{TjB^Qd*;?{B#>K3RyqU{K zi#GXhoy`gkS{syNCaPGelnq`w>)s99Ld1h*W-%{2L+V=uxkP(A>Q6VPoM zyn=C^9#8R+OV=|pItbfpS)Xk=IpN4rFB%;iYhi6?E33_PnZ|51cufT?r5mYP-gX5s zNm5dhfQX35w*vG5lMM!>n-!yTiJ*J*`~)625eM^QRn+ID6!knv@u8u2M+W03^$6IgJ%Er2Ypn-Ta8Ikj6KuRggm_lGI@_a#7N z6(i46C^QY{d6(Cj*PZE$p<>;wvzbfdIHnZ^d#v;mf%2oweSfGMt( z*5H16u;=!s$|J`aSIvG}PzT2r#S#h4kNM9h}zQ!8+RMohL1z^u6!(=m}3}5&OSqqKc^ebe~j{;^h@k-HrRc^ z%-GN>4I75ChD{XLL=lS`NF^Xyi6tJM864Ev{NJU>m#$EIG=D+yztRZQEtz}ijW0!RQL6C!wL&-47SpR%apuX5S0l z$T>_auEVVlBA0EGM8jIpKJ>i&75r8MKfO8%9VauI>ciN<5Psr%;tpHB6kVP%++aAb zp%C+xf_wVv6mANw&=>e;+V*$G9flN1RyS`%mtWOwE!D3S86;E+_|){RBP!1zZ7yc* zmn=~S1Z8A?;{%g_m36k55X)3AY3WPOUX!m%?t!{pX{lsr5{v9!)mM1Dwf)HDy^+1v z*R~r?KhMm12KpJ`1+V70pr1;*B0}*6(X#%!vDpIZ?RU^RqJSxUq3 zapy8db})eOi+0hcD3pWhhvlv%*3x!X98(-uA^6Q%=LFM{`z>>DWv`rD zI255&(9L_S^UlwWv+p*Bbkps6dYXq}mxz8n8}faQLKTO#_h#uo$)8P)bpodEmZ_m|0&5fM7O5*u9}YL4LfL=5ex zYf~$IW3vygI@^7u3nLTV^}6>l#@qrp`zgk zzj79OeI~D3M7*<>Z_IK3MKq)xSaA|D==)UT{bH1hocJrJANSUXs9>=4+XTTe$BlaI z=dTIZ@*jA=S1mP~m~A0~Tn;l^Tpxq8TQ57W&dHesS+KIQ8lsKx>$AD_usyyjx^fs(IW0xQ| zg3mE>w6gyHYa9eY1`lS>dWojIkC*&PWbb)nuY8eRg)wYp5=Wg=tx?E+_Z^IyxSZc% zjvDl>YIDdh5QIBC>Qm!r)FaJ(YP|1{vgI_Wvm000wc3bi#;WFWfT=;Qkl&Vy$v&k> zF`(%>huSBh&n<>&J~PHhp*y&{LqglyKbCM&U?z%ILpMt6X2WLR^Xw<6)-bx#Ryil` zuHDnX880pV^a7z${#N$+G>C2Ib`{euCS%xxo=Y3e@Ge&8<*)d5KGAKGo$d5&yo-$m z1S(5!d4Klg`KpC|dYf5=AOlmkkvPrT`t?RD-b%=WwO6K7C)q0b+X9M0M2{12++UtH z-$MFQ2CA`_;u~*V`B+PM^wsC9d8=_R=K|tq3U9eIPmMAPm8|l=i*B89b>pqP$qPgA zy|Ku>Xmlfa`>7&j$e84T?G{F95d_Dc$WxLCPsmhh@ufuamgbug>7X8?FDrHDBKX_d z7S6qGS!q2IG$sX%d5%d(jR(iH0ngWvt4U~1)-DfthA*a@t@|q=Vd(c&Xp4ni1MxfIKF{Zy4lM^Da2C^VQ>i`2mhBUlApuwhmp@?ufLNl1d{hJ=!->oP*d4K40!0eJTxEq@~7^N zTU!B(dc{pO&T$2u{TQDi66&L8340t6Y5wC@ckk(ZV~}h~uwTd7yTxlO4T@?Vf+VEf zLl7p7gM(G!jAR3KY!>Holl-KAPv3i-~mfHbe;S4(R0FnCv}w(AULn;jD|ep8iDDBn>smZRE>b^~ z>D)_BXZGh;_FenR8_o>}J-FZnsV~nSD8&5I`n64uB;shJOHX$i=wlZM_lb0_xSc(z z6YNTu>QQ+aHcW{ujP?K=l)F&(AEJm6b&0aVSSBf4gP|3E-CG{?2KXtAiZw=#7=BBx zICcsMuz{DQyu_aOYEEIU_Yi5o;f#(iGQU;sj%uG{uPb_)7jBE=czM}#<+|xDpBip- z%1%@*rx=aANs~2Cno|V**RD$LExn0}Fi57{V;}5@XE$3;{Pn zj^&!Qu}bnAXoGtU1J&OfawGCMIoA>`pLrvyE%$TCZ0czJXiBctSk!RqmuXqw$=$9$ zn7szvEl=Qb8L8tjwNuAekzqmwbHv$4@>MFFy)V|g>o6d7gLTUuyych}|IRWib?Qyp zeJ7)hsnY5+VJ6G38A~;cFkL&+rf3}mEp7z*%uFutJT`c| z9TmTjVQU!aijSVB3UIj8_~IU}DFjm? zkj^c1%nzNlN8*Jy-R~mNT9J#UqdV#@yWB+{Tr=Co|4bgE7#y~ zG_)7*iFsCfchv0#;UZhoEGtDAHLz8Of;_7E2@>7NeaVU2$kzQYGZUh08v`g5s_$ic z8;QqdLgqgOKWMDvo$dmr-#(_Aa^2bqa=DM4ud)vnY3r0c$2!?sOmJ=-TWuV#DG>#3 zVU~~ARhLvj2h9x)dYt9zuc;mS48+c^f8Y@V7XMv?JvxiW(m(V!GDz}d}RfONW?fX;s z(U}eIW@g&8SjGj`*k0VZ)F#`tFM-Y~QY!F^SHXfsKepnWQDznz3on7yy;6>^!j+F% z)qLAu{-W;QB$+Em4hOjJ4O4mfEv-jqqSUc7oz%TNzca>*CT7L-8o-SyVrCSJ(dW4N zQly>gJdY`oBKC&=Bxhz=o_Dor{MmGOSCxroy3%$&_ckxj|KP$XIdYg_|Ga#iEc|A? z!M)m!x)-x(#5uFfEKP%E@@n~;&g7wT8eqmf@ZpP(axG!-|MI*VJ2XetjM|L~W&6d_ zup)4?<&3Gh4Ya|ebCcc0#pRDs#1`J+5(u%&6AOx|YN+DCB>n52CiJfZiQR0T+` z1&5h5mn=)!iR06?{@q38S@5|y&7}Eg+zk*8!djH6l}sQz3Is`~;AQI`W2OP>nD5V+ z@@Zo3kvALmJQO7LhF6D@=F(Nr{HxYyY;E!pxZ>(T6|15G`%stC6EmiO+!j_N>VeUOf{m|N6nTQl}=AOc|Q! zg2|&w-6$U5`>p%x#58cLXS5csfM6xqURT9>;{S0gydr@cMlj!ys`Z1IK5aq`k;}Gn zEja=VEMhSnO6+p>9q=AJZ4i2(CfS2tWq|e>Y+`DZw~7~9Dnz^gh(hvT8USxNZsTHE zn#E3hW{T(@kY-29S|F_$oF~+f&Qx(9<`R8aK||jp^oGH1oS4!ibXDMf)$4fY@T_sp zx64!J^{lTX7K5h>vS8CkPtWk%p9O{g$ewmfthzXP;A>TSzv`>s-n{JyS%@G`^Z!f(!{UKAFkgnkKSRk=cD73vgE8zZdhvzTz)fHQxWV=Vd={Kmk zag1$%S{)K2y`v4E)9cGN|M&HR=!sG*Q>@oS_#xp8|DNXmuU}R(pHel0Wzon^Jgdh| z9oFEp@&yli41{{JsQf}dh&{dlt1cV!Zwvj`ml!VY>t9Vz9-;>|IMV=0>ISkaY6lw- z40#q_Z{YvED=;$cyDSeOR>JMO$k4*zXtW#`ya;pWe{_O7en1tg@YgT@{vo=u(-lbF z>J_cWs~|D>czN^cLv^0?pdqA@MS8$`RnI=@LCt?TB+$xYk#u9}?Mv8immz-o+hy^+ z;yCL#9-ahpFaGL@njqEMrA?geW7whje;>Jmg<0JV_U46TX)VYD7V+{a$MwJdOu}3G z!2#&IWV695$8QJ(Wz*G8O~QA&>33!)5_;_$#ZD`;hyK3g`;F3Q9pt$QLTjbU5si`& zQIJ72o?NNwG(BnXlKb1s#i$Tcten(eq`$f)HsG|=;n?DY1h?ZM$f1COw{JJvG6k%1 zd3U}4>axQ%kahvgrkrg>=C4jVc-W=WZ+tX8G1)q8;!P#}Yl8m&{xE!Qzcsk9$i4O_ zGQ1TzHsfve+%_3s_~A#5_t$U|%O~P@OlACJ4Hq^Vo63jB2$X~#Y8aWdtvrWdiTtec z3oVU}>IO28m3+eU;c%}d)+djlOOou7*V67jXk07V+Dci8%MrBqANs9<-3@CYY%I-1 zW6f^#-rAGd3t{_fD!k(tr6G9MYD`;xLlrQ+Q(&s*O%H8ll*Y9tR()z`b9y>fiv*S)ZV$u?(( z!E(G~94d0TSW{wExbu8Zx-m&86z5dHRMx#IWjt$v2&>Xn0hXSIkzJW^4|||6TA5_{ zQb5J4em$Q2dolv5@``-4Cy&u#G!SBOmxYC;6x4*))M3!?K*va4Gxm&#Gp`!6@R;i zoj7cKY;4Z}o%?%#cQ8Qatj<1`VX$Whso@wv0gq7MxZ!Ob&jsKQzl6m<7|d?)Dc)tYnGG?V{0vkL#qF4yK8w-W zSvm2w1P*wC_vEDOX9rh3t!Z)0MNfu>9h?W<+Tx)BqHQ7AQIXJt3Tz-98SUokYNHjh zje`9eTpcKz3dbMI8-8Z>jm}#Ww*$fG;G4a7U?{j=HtAKx@cZQrr3`xrJvgRRG#_Q1-*Da#YMdF)fB?Jx>ele_tItQWA!D(vr`IVY=OkLKC@fM z6VKEZjz+CbCVYvktZ^cwf9xC%{!S}5twoz6%Gv(7P4DXs?XuqG^-=+gN&9C1vFqxI zxXe&f*KV^MRKJQYjaRbmwEoUcYzf4HJ%yFkRM2?QQWzoo~v zMV0!A1L>9+*fWo{6+U7j^%=lbs1^G8qssC^S?6CY_>WOcxN6$lW9cB7)Z@nX-R2|5 zlQ2B%$~$|f8yg$pWb?5lTP+yZ^R<9Auwn^h`E7au5dR zv4;QhMTQDNfJ*bTsJjKS^8z}_#F?2^>e-2dlonN>SqA(LX~^a7^l98^gFDCvN}+n+ zH`>P5y4kpv9FTipZ=*ql2eOKw`A$w4%=d~3lBqvy?F_34adk|LiuRNKl%f2QAM06)94N%<5@u%@(0 zfq%T!3Ll%C3^XI$qlD?=^cPfkid-I%+hQnxj4G_Ne`7C* zUR`0>SEQ7Au6Q~WjL|qXf8No6^5Uesp*#mcEiEl<7nHj&5tgIC@%?TyJLrrVViwg_ z_!K8%3_M{{`?VAzucx|9$I5EX8vWg5*x}tJ369gL9OsGhjSk|PY^BBD_d8m*=Hw0~ zH#)}2qvq2WS~x-THSDHat6YIG#fe3_ep)%ZjtsR75`~%gjUU`Ev@E<>sZSlP7Oqti z$x9@^3XG5B##UumF=e{Gj6Sw@W0BkJ5jwN$epUF&^77%agg`V3 zMPj8Kn#2K1bwwX%jbb^WaMtSkV_>Y`)Y(g?s@-D5?{FzB`oj9^YTiwos;?&odnb2T z6hs)Ra}~MaW}xr_J1sn`TW098l$6xj1ZIQw&k|W4aCpkcC*PSMb~xLCOa-hR7xG}n zo+lX?sjK(vK}(J=Tu93@VYjE4WTDxBPofhB$y;gwDQWfp{`A?i&fR4is2T;D24-oD z0e^Zrw!qdSb9fZbTaJPbO;*>2ZG|N%N_+~@jjiB7eY2+}A;1S5!t2h=TE~p_;qvBJ zVSy9#_WjkH>eG9%?}iqF;(RKn?qP^JUAVHSO(-Y{6}R!ATQWnX9~EW5W~>Ta+_xI> zpxjKTlGk;lGJNQ;HC$zNA;f0jQ^`vb-!i0=hh7L9+SRJ~WPn8a$`T4|D?zFg5+}>gw7MNCEXwQCV5pH$=qI?1yt5L+IlYnb%U+`%236 z6Qz=OMQsM&Bneqrw1yl7gR@QB&E~rZg8-SKnk1o=rt;~x=sB>;VKy3VuG8S`OErac zCN@wdR=Ouk)S0}#`~;uy3;rKju+bVRqYo~|6xB@T0NZNC51x=8J0oPidN@8Sa*h&~4sK4A~FF%Ug z?mJ;|khs<;E%aGJz|GxVzTyHE8uNp=jQi7l=zyZiqT6Hr*?&Np*VplEH>Q!?Q)pgy z8go9r+Z+nb2U>om-`yRRTR1r*8o7M%`?tBiq2WFbgoMg>Wwzd|a{)i|)a8URb`*?R zC?D;M60{LcrP2pHDD@WGmVqc^N>5wh{!WISg=6CL%kxP9KZdxWoLc|csvi5s>rVLQ zfdvi3P7zeEDXgI%U?uvR(E5Kl^ItMUMq?AGUQKl4B?Vjswg@7mZ@TNWZ!R{e(YnHQ zT3++y*c(`HvVkR{T&M>y0@GKWFxv z2`nga;B%Kx;bu&7qfYf4LL~Mq4E67-{~fLVzy7JSFNo~DPcD|`sP&u*7RV4`h@^o{ z7NHNMlXs=TSp2M(`|qI+oG~w(j1oXZOK1*F^H2At%>qOBr*?zpluVFvM^PcK^{|U0_mX{GHIV@B*h<%y*!t=I!4BZMVQ0 z&TVK5dW`B>phz?nWK9933z*xPymbWr3P6+e`3Z@!PylX3a#1CElTc8aXb&iz|MeP{ zSh^qKAs)e*=qh^$mP$}!^LMEG#7#uN#a>tpNG>|CCNP2k)kPy*c(Ir00n`h%+>+j9mg-7kY~vM5N?>D`=Ob zGtA?=?uXMQbj{{&NnBit0rQZ(*64ba{KyN0T&H4;Nnv7ho{Od;jHgf+M3lw0X*jR(rFhMjj=h?X+e8uP%-DK6gTZE>&$j-L}Rf$zO6 z4xA=@RV<#^HO48wnlo+2I2DK|%)z&y<4^zHaZwN@-UQ9n1HS25qtRu~nprUUz`qj` z5|RKcUn=xLfF&1e0tUki@-Iw23c~Dtc~}Vvs*LXezUxx=a z7-?a+mRDDU-uupILx%;ZKNV|@;P_x>hTVoC5=U^3em4kOD!DT|0WdZK^FNH|aLHCg zm^J0R3Eg_B9Y)&x@|YFrN>s_%?nO#U&PojY$xgr@qK4wMzl^F|zzEmG@&mT;A;ph=qQ3ykdM zfJVq!kO-fdn>&BOogmARK8eerxkua4{=m_ zL!u*zF+G0A7!(yk^n@3EYy_b%Z&=3l-tMn12k*2d%z>Ke6*OPY@Iseerq47esRzyt zp=~PYR&|3>_cLE8x7PyT55&k&Jt48{^jR8u5FmSh+gLnY)s*}XKmWLqo5_BDfo6gt< z{JlZZUtW8py`FF%1gBge_Uzkj9tpezXe5EbP~*SeB?9Y~-4zJ+cntVPou@3)v|3Ly z;0%4&oW+0vjJ}GfeO)oM$;;E{&kZhpT(!zYmUU4adY6h`a?=<7>VmZ@5se3##v zLLPkm)*y(HE%7v-%x(9bQI{QRa!BmD4m_J2V-o)W1~~Wv^FWu`=Dxs_eNkgm!G14F z*s!FVy|=fmzVq6*$}RiT0TqA=-I+4^Zp?iBCe!1e-Jld28W_IYOLBcmJiOQ8^i$OMAMa|ckt&=RexvaqgOX?)~39BH?ZmE z+L9mK5%sgRpkVjPcMsse#fHaC$E*&|TP~g$8CEfuoxKvg9_NEKN2(ir}EeM%u z@CnK`F4K+2IY}Dq=q&s|%RS^0R{?n)x*40Mm;uLcZEa3Q66Px>X9mtapcEDUeCUN^ zDPJpREYIIM*@D4-9~{g*ZEYznUAr{lD~?hnZ3pxbFROOoKOEq6$ecR}T|yvd$ea++ zjC&wdYr+P0`_53HdV7$*acIAUUM#Rr3QxmxA3oY(a4`RJ!~{TVwh8F7ub7R!Tx?G7 zK1C9$`0=+|m*@Js>oqW4vS~%i8@TU59>~h(MtVoxtz97|!7FJ}3iVE7XeTHEhdF!T z0!Vz>aB(YFB~)aI7^xu)<+VMUvpFX9kxHjn;+<`pivJ;&5X@-h>{mp@K z+tdQ%eu6@vmp;Gz)n0vV`!pn0ggU8b!TpX?geFo6JlaPD{>ur{p7ZD=>xub#a2aXQ z8nm~1Eb2VYOb-e}9w;Gh11v{0PX?9ikGaS95<%YIzDPs{boc~y4RMjQl2^Va z1x8YyaA>1(GyR_v9#p9**7_ZIHIA9_YhdiO+`vl%NpQbL>NQYJeF?uKVc`%LM)DyXv%*oyjVIe z-0Z=$H?zjJPSRK0e=+lx`}jR_vL|2$tY(3ugJ99Jb>n)ly_J+rxTi0`3&3qLCcJfZ zwTo1(-8$*Y5IQ2a=j)cbxp*I1DGVF#;RlKGbdpjLnhOc49VIZAcM?oC&|6?Ts3}2(Y99n*c;Y zEC|q}I#@2;H2_Q;5ZkWI5F@h$ekEJ`kJ5_P#^2pc?(3TJ6VEC{0LK>u)h@`ALs9I{ zO7Yr;M1pgT1VgtKDYGfqe+14J0C09k^MSQso8(5@D@Ot1s9mKGHwuH7PR^P~dmaq! z{$fxo&!NMQOgykO=~gYSo4B#HMPb&`@?F^GwqJPoG8a0~YH>fnbH^M4TvsbLkU=yd z4)LRRzU+5Z-|~Avqy_@|4r`XNM+;fudr;Z82L6(Pdy%&11qB6d8rQkalxVC1QKt_9 zyj%m$Dq=5@(9fvr+YilJ%^KYP-16rTU`3dH{nUmZ#w^Y5(oL}PqxnAhyMW>B9JcGv zjy>2You!R4Fbxf*jk!A%SPq(D9_?YDNtYTN%k9SuG51XR?UTa-`9+ECafqRI%m&DA zJ~J>k|MPCG(bHz2ZlcV@+d;;YOt?D)x4m*rIC+Pesai4&4NCDm-lF&VM8CTb(jy2< z6awJ#PC2R8lyEnxbc3_ht?q9U-{jP3{3sO?BU$h(_2hNBKI#w`qu(2tTO*O-PQuxm zTN0oGRXOW~5W^V017K~hKxZ?67{sf;1`v~T3>H{-79~lq4V|ULts8p2e&{UMTi8rr zqda*I)gl`X@K=7;*2O1i+wk+1rv-5y#$nTyw&PVEN}jD3e`V~;ef_#XzpHC(hKM4A zPMTa$Rxj?sS_Eo<*(p}&H8WuJ9B7wt=GV7~qZE|zKiXEGuZNY-f@QO2KG7me9FC6jk6vbYzfOM~MJ#mHn7Nv8|FGbD!q8Y1QPxddYYBy1+jWV^)6g+Wou47S+5g zC3S~2ZEy7MG)Ddke#g>eZY)@5nXJZ*BJY|iDy}+e3{Rf0W{2u7qRrgM_7T!Dm6l?O$Gkno}}J zC2s1eJf$PgAqD2asaoe?=o_fg`^y&`+YWh)4jZX1o5{s~I*@TcFdjp0KmNE|>KKb~WcdMylZYPwfeb*B8%uUS7CzTn>N2diq0msU+4AgU=HOQ=Jqx)}kO_s*AG6TZR7z2XlSSW9!pRq>t_~9qcC@I_ zXJ%M21{Z%UjHnIV`O&9xC60&Y()H6Q6D_x9H@t1mpSv7!%a*0=U9S^^{6?jY&UrzZD_DcQD}e;>g9*_paQ1 zV8MN(x$68SQe$)S`XgWNv-zs62R{%fS@VwXJW9Oqj-T<=Gh=vCSW2hB8jpE$SAA$_ zj{x9YV2P!zTj9*@zTipE)6@2N0Rj=Vxmbed8ACKfyYB(=`%+ip^!WJTU0yoSaVEww z7{Q22I}L==`vS%l!rX(9D~vyk`;tI_rgVXm(}I26&NF~sE?Lx{Avv8J_-dV;-Y3;}>PT)S`*Ur>g#{X6aoSF=kWHXew3YmIdYz3vdR z;aCGyPWTvrl%^}XT(BH7pGjf+k(wc8v_U6V6gymz5{Hu3Moa!@cC=&hn}?w3NZ%$D zsedjUN-7D*Q-J1~Al853Q^kLvr|+Rhi`~Gk-sNn*lIrk@%0jt&k|E#03VEH>@w9-) zOZmjN(c%im8DLfU=(Wp?JtdgL8~5urKLZqm1pzB3h&UAoO&-O5c&G=%(K#hpcqRSO875_7B6MiZeOc2nHg!$o2VKeKR?UZcRu-@PaCeZgV+sQ zyaa+#|NGC@T|h(RS=_8-Sp9M8SEetxaHjU~6j8t$QB=x(9i^7LZ<4CkPm+fZ@5-PN z%UH^WB3k7n=#3@P@uKvn3uTOhau4_-_5c*R0o8%n@%$wKq^%!|L6QW?hy^e%GjcXJ zkC3*2;?pJ`#(42D%mB%U2Wrm1*VD$R-ynfh`ugv*y)`pnV;{)01WVwHtE=;6mE&VH z)pw5~dX5ay28&jlb-H+Wxi<VQLUGf|3O<6BG zyD^;wjJm0U5vcfw$AW@OUwhgMA~pDBWi?k{yveXTO%duw^#Vdz0T?jDWSfuU$JEG< zj;qpl{SB;i8tr}_)kb<<#A2^wWjhP02?!s2m=iC3EBBbvsvVrUyt~)_rRcgHmzF_^ zkljZeZUJY6iJ}K<{v1A~q2w-18&Y{W;qGqoHJW9*O?agPfP55D20t0i!5&!|*)vlP z4{6E_1H-hM^RuG&f+ctl!2&K{bGwq-_WS}g7kju^Ra$pf&CW7(idv_P))}nx@iVor{%1zedqy)Rq5kJQsKi^HkOFzCArz0jYgs3-a9Qo zOHW$)wX|Oz%jUKn`Q&@wH*xHbtkAAoU%NrX_fAkxO&9uVB*p7>UY2p(PO@_^2V^p2 zN2d30&2^orZUy~MAc;^Gt%w}vxBm~je7!3#=;c0vb2e|^mQ z1d>vW@E@K=6K&W)xtW-UgLl(pqbons-!emrYd*MWNXtgftv3PK?j*8q&ls0FD#nc9 zAuFBWdI#kd+a4gQKaES(i^p|zUYXL!)C3y4v$L6*1ZByro5mx%#AkOctvs$31VzRt zI-XiY*3w^~ZCpXY&SNueImrc8O|m}iTt5Ghwy#6}IwDK9vI@(AmY*E#o_w^ea-9|s z=`JGzQnuv<^)uXX4}9{cOEyli({oHDCI=$sQl(sarXtTh0Uu)LRQR+2sw}BrE29ilGWymg+6kAsO@q!K65c_GXfA^h&e)h{;!S1~kk`Al zx=p5uqsVw%Y-l2W?iD~mn_e9m*DS(I+$HJYZ*j^dRvDf4egY&U{N2VWQAg?M zh`nwAR9fkxn$>eV})wmdIOio^|^WJSEg zKE3>sCHzQh|0{b0Gb!a1M%GD9d}xsHlqo%zf6~o6h?o-O7q)LAc_TW4YlY@^7S%);-@;No zfW9j|ft`I9;0X$*))q9{*9)g)4)6sP-s|A2`g7XgBwPDMQa(N5bO>xkFT8zB`*4PK z_i+vpuX})1;A1FKNqU@1M4y($PFauNm`*-DRlr~5a} z`tT`x@{W0R;uZ`XzHA}#Gv&i8cszohwBS-Ih)*(xgb3SQgJ(Ihx;mDSA)IXE+o0Qc zen=5&_bky0vB#>GgoH#(_sQN@apD5~i*fvBL`z|9tybE{>eRlCa>lhd07+@J;`j2q6jw!B;~I^761z2o4+C+cXey@Mg<8ylboUc<|` z$8pt-eIMf!F35)$v;yUFqH1co>|>bp%8Sf~^$VhEq&_@+tlXpi%fV^$Yo30@muEr7 z<4GjV+^#k5itbcotyfSqP(=LiQact2q~Z9RKIR~VkK1&;?cE!RjtW!iG$NwcMfjMQ zutu6)VV^Eg=N=2Z`WkW6l~?H?wm;Q3F)?XDhfzZpB;w#b660w){<5^zR@j?SE)l-) ztkB`aJ4K=#ukA13eqGgTYJ!N9pXTN@6#>d!wjY3i_{b4Zr`KR{2K_JZEJfPg6(k#{ zlX*e-%T%RIltgmIk*EDi#&sit__tZ6ZlC?LZ4xjpfu>MW%jrg7LMFUs=ZaN8wbdHk2y&NsWwms`Gpibllk3xSwR`0W!DVm`}(;^A%nf8kwfP^oti9 zGsz?DXb!RDmY0ux-4~ub?|Dztl|}IqBwClN4+*7`JdMc{&3mi?1jE;bT}JiTZ&43|%fxN*Ik4f$horM|<}No*K6$ zEAOj@s&{S1$E+%Bz;5-AUJLG9-It&6L$^^U#pVSbz3xh&;G1kdYWRo}q8riX#aZv9 zpSWr;b_Y6q%?Eht)v8oS!^;2U0tD{zq`mxnM1NiW7{oTM&ih}2{@JAs>Ku1|tO6zh zn)Ds!6>0bV&KnF6eBj(&9KfajxE2IR3UM%n=-fKd!+B ze%I)yg3;g-l*wkA>y6D!1x4CvyjnOJ*_XVl^pof@o8orvyH8w79<|2Cc146lcaptV z4RnXExSG{npv%F)MwjO`q2J%{Dy2t9>wl~Ip@t3T4{+=(|0OBPK}N2eSj9hmvOS$C zd)6Lq@y>lBU0vJ_(W!qjAsx4P=6dsTg`V~M5x}N&EtA7c)&p~w0xbni17Qu6?Xxax z0H>}1k6>mtUG`9jM!3%l))UX0)3io6aiS$bcWVZ)vz#9S^x`>1_zrU0>i0c#?N)3* zh|zqwUqw;68U$JCjYY%1NSd1r?f#^b0~5 zW*{(Nu65NlRkdhr!d_81`=MY_9GX7WUp;>U7nMCr?qWzLM^Kf^{OtijM-83Zq!*%F z;%X$Il>dQu{ogy2l2_lE+3%azH0;0sl|$q0gd4nQ5)FAww#uJ7E1iE7zwDu`T>`;q zPDA|rqb^szI_bMaDt>|k1f#Im=*+{`b0?^cp~M9w!l*+}@ecn5+J0Yf?cZEAUfB&4 zyZ_$e&7ld*Z>=4yyKQa@&JDjV+bN{heAxMGI_7%KV3o;E0oomRyA|l*coV)xNd{jJ zP7hGT$0sN5YICzd1AMsF$b`5?IDZ-Pk+H)8xq1(52E^tLn3#Jc+1eSQ%zN`)WB)t7 zo;ohclF()O2Asi}_k~bEaLUUDo}Ru39nni&$#@zg1_jZ4 z)8!(qE7V}T zyZz%6o)d~&FPwXh2mE)wTd4CKYqv7ctFpXkb>D6xDgWAP-H}4)=YKAC0Hf$_+#Rbf z+kzrcf8ewU7RfdIoJv#E(*hu8P7AP`^V5^#AS+>{6TmK#OHmE<*8!Qkj(%nq5XP${AodZdr+hQn3bu2GDtj(0BO&4T?;#GPy{;p>&vU~3c~H*Wa8gETu`BHkWTFd zU%!(<0EOq@x^6qY?+bwglyvB0MJNTg{^P;vUin(s9Yi^_O#?duSx{8a*$B`pNOOC9 zXLyl&S`di7L2+JPhyvF`J6ocIfgkZyl%TMwwl-vYLDagE{gpUWJvjYu6 zJ76@oJ202H552@YKeRUNNP@31fJjZ26(mDkhvylMNduosKJN!LDIt)1xR5)fLk7XU z^a0(8_s@vwzrd}wA1*LCZMBj#y$G4ayu(cV_l|Dio_ztw7W7BK;=@&NFCIOf$-eH} zqUCA(`wM}iO!Nafya0#ZwBk)%Xd1(W!%S~KIf7UONuU#NKK(waT5CM#g@fGf1JjJX zA02kLK!L`cSHRPULUNbq<@J_qpfIpf<)8XZ{X_9rq@$KeNsM3636zJ3q!#O?>U=ra zWzo|*Otvv=J^w#^y=7FD;qx}SX{5UwLAoU*MM}E6ySp0!0YOmd?k;Jm4JgurbZjI9 z>F(y-{Qj}tbJltf-~7PB=dPK#VuoAolv^pch~}idDA$nCJ&PWaN4Fz9y2_9#ARa|2 zd_u&DJFb~OoC-5&cFCRD{gs0r|BB&)9uwVxM^A>%5${yPt}$vKg)ma`D_17Fk?S_8eASA{tqw`ax2Kd;G^bmH3o8B1VlTX_J&_gd$ec0PAO$aqX#gwvZn&9 zkiw*HZmY=?-v+R8YFSINJIvH_cHMYk?cZ`mG11*U9@o|-+pQx~3rLv+tb5s+@$uu>f5WM>Y`R}p=peCLUd_>S zbnbFmEpyGC`r- zx{?baeRcEY$*Xs5V$VEWxuV|Dka!$kt6E8~FVTLWLV@(VHDjthv`#715{3R>_=7zi zS4OS-$Y@O)-zzH!2hvfv;%;ui5*%oxJsD8f#M_C7&|r*y0GNFh&6gydTW5I{!w|N< z=Zlqcbhs>{UKLDPa*Dpf%2_O|!mA15%{p+lZ-_33n)m6`sT8F6)Y<^ZotUCUZSGyoTnX@C zs*HJUkFrKsOikTxmS3`!t3>mbq`&uEfWu7}n!>VB z6arq2ag3pofTd;{R86T*ij22oOQkl&y~iRhlYpSN0S#3WAg)d@=&08p7|=!PJ`p4I z#(!|Yjd7tm4`saG0b6sSV)JnL+Ffri z_K!8iRbR{fdheK37El~2vaq0UO;NhQQ(}8Y@4lu}8?=9?vlw)l`XiA`!q%~UPB}x1 z#aH9T8!ngvO>y(5L30)&vNhiOFN1GRefD4FycMl9e|+IsS$_DzhhXYa2c*IQjm5?M zIOXYOr2mpS`xUH-M0whqW@H7|+?sBde()OmmfiB2C3e^rxx+JQBH-TJmw0_dDlNyu zRh#)=o+4c?Zu|9RnTGkJ+r`g@(bbnA?Am^SO-^Y};bRF@45a0z#}n$j^7&<~dH7@1 zW9CW}5u+3OK6*q$D?&2=o-|3+NrV?Cs=<4IfeIqPVFC^O^F0#Xq_SeUk<9@J#!p4Z zVA=cEF=a=K@N-U1PRW^xgB72mc~erEOX&&IU9PRO(Kbq*4hUakbUTI5R@2?v>!EBM zE+ng^)cMWcwVen#R+S~=7ZNklWgruL^=@qBLri&j;I(J#4z}OVcINvIz`a=Ng~npB zoI|et`mv1}emC%zXV($smm#y5zplE7OmJRKQpzqIoDZ+u^ou{d9hO@6B1zjg>|Hya zElmYh6$h5s*w{Ca97@AGfRvTAJkh#ayOk;=yd_Bmr8e5SS$eNQJeV|cKcjf~THUk#a!PCclce~b3u-(j@#mx;ETi@N zEEbBy1hq=ADweCZg$rV{6@<_=LB@RlvetItLc0(J9T6OVe*b_%K~rQhIu?>Asv(ja zlSKD0qa-b&!ZBx3`&i2Ejn=218K2N|{Q_U_*1gc453`el1=@$`?dv>fc5TfG<;f+_dIZC zfix+V>*%-lljav!EjS`@xhCjho)o$k=jZCGBmD*-k12X#bAhu!aaNKg3W%{5Dsf{x zQXBi+pyCEP?5U=iYa$eshSmQ+YDRHrrdXII(2XWbf?6CD?N8@eH%N zCsaHVV%nMH7pMO)7QK=nS4?nDxjFT2VFAJY@=q}1`IOOpJel{LH@d2~^_|$A?Hf~dmkJ9st`pwP;_AYW?_aQz zW1Y#!<8_Iyap!_jewUd zhpYks5)N2!a?u0z|EY`a=0KIdy=Rk?PWqOyU!*Bm_8h4=bH~6Mi5~^n`)zmT0ZMgV z{`c?cbJV``z%$>$k%HS@q8Sh*1)ew}t#fx=JGE&8>2-bF>ozA?_3liyaI)RJA?{~Z zIKJ{79nj$rQiJtUCx^=U`3d*1L&5U`{UhGR!2UYIZ|aIi zMq2m7D|ss|U)O(qJ?d}#D@)`wU(Y$&)03j|SkTP3KBm38LW4_)jARM>9*LR4O+k@W zKvnKieziYB%y$tf&!c?nzf^~C?h?3{LvEAx>H-@KW<^6BBh(5$Y(_UZ-tMm?yA(J6 z<9jyaS1ah6XKT&lGoE0=p&kb%hvWp`Y&Ti3b>Vj-36%jg2jge>`odx>nNM<4H0h0| z3G516^yln^?L(VWile>0APm;EBYic{*Wc;SR40(jBppjN=__hzIDJ)Aj6j*cm<>6g zSQF~kY;I`qc)@jMul0X2OX17H|II8h@YAt4KIulnh^;Y7`1IdCGD0}z zU@3^6)x}piB@_AcuUDu!ImNHOqfm>atFaHe)MauqIUG5$5567&ujV@rgAGS47aHq?AzPh-N{QINROrzY3`Xc3&9^CK6uZZ#CWB?9PJ zX@$$Lqaz*&=x_!She9C?)>=)k=8A=yT`2o<-MXp}1o5?NAyBTKP%2{mLN;x!xxFyV z6--iG$UWR=Z(dknyu7Au3jDqVX48Y^KOEjcXQhM^ayOgWEA|#N{1gI!)Lka zIuFaB9?!n!*y^H?>gW!INk&7~Ba8mJwJ`2dh=lZ%Pu33wewSe9xx|kJ+lejOdJi$_ zDY}jprRBg<@rZbon@&OgQD!rC01L<}fP;x%2#ehX*z92t0-)=oUI!vj0QFSUO*rYz zOy_Jm4f%+);(;x|q9Fh}e%92@peOm`1E{mtSFg>6-ysnn*x9$;cOanDblIM6WG5Ou zN?orhnB3e*Xc-4D2R$bK@{3PNn!}!E%Wy0BR@E!Xvvz*PA=I(^7d;2oGBL4oCa4Dy zs%tUdAf_razPf!V{TX7~*YQJ`W#fXDFa`_JFq6g*(g97QO6X|;%=T;J$I~NEm zpsAlM1_>WEzt+?o`~cbs@!{7`gjr8Br!Lo;uFGNEF(1(rxTo@?xS>A%3uw~8hl{N7 zAxDu>f!FWVGAKspn=4N3d5y|)K)}E@f-W8`b+p>Yu4yLUK!f5R{w&*H_q>WWOl#gp zq^V)>4=_b$e8#AmICgPP={voaaA~C(`=6v?)EzXN?RW!tJz2Q&-xGIqU7^CF;HFOYrV*C&74K-(9ti}OA0YLw_|9r-_(@+%hgZG? zwNhw>{Jjc>zRB<`V5vAUCai)#;~ev@NYH(!Qfa!pQqtX=z&YP`Zr9`LK_}CE=71fM z^Kog33F{jpF)kqnShc14pnx^s)Sdj8S#p*pstlp74OKfOJ^oF*S8bPfu?c&vecZvP zEBujHV=3A}yV#h-kL$hz7Xs7lVja~R9UAkpqHZAY?*aImH1?-<*^d8k{Y7g{KuZM& z1TyR80{M-+at=Y(m<%#4do2aNi0ooCU8BQetq*xkaLt}RJ}EUS*rcm$R5r~)8k8|f zUz7mY;9CSOHrKh%%J|O*<13&nZ4k2=SUUx5kX9D8%)a8Wc(1iMYZG~U%g&10%go-S z%$PXC8Q?Gf(MkvmFK!xX75@0Ee!rqyV77c^+AfpuQ?1KBBOwVJ2{>Fjy+w#XiG#C~nUKpGqkaZG-GB=7 zep%`WI1rkx$9Rz#wb9fZ@16UcPmtWh-`KAyYXJIfrx}g5r18(om-)mk&edf5-=(;{ z7fx8{VDg&;hpMf3U7~V9lu8bglXtqA^`8 z+wjtXOG_qLPN&xR{*YCtX0bf!hCj5J8Jk_@`jVUO=5)GJ=h1|5lsN*2?$n!)kKo)P z==JST$pSh1GZ*G;lO2mQyK6~QTB#Bz#HycmN#NjZRuHXs;jwd$Y;{NANM=nBhUWM? z58@>+!z!^};Mr^Ikx~ki{%-JapUT^0hMj6kI#@;h_z*{{;9!LmJ~XY*Y>`Ba%B0{h z{i=hjr~w~Mf{sGQ(G&t%$u-2@_NRi-e36TYde;+s6Z}4n^RlTmDztu;9~lcb6DC)_ zJTchKjL(oLA^XN4Q+PpRI(Q@B?#){*#Ca!GRPM;endyK2^2rI_W(6eV&RlY1DN}@$ zaVhI1lPZHNrc?sj>TlJ6a2l#evf54NQT&t%Y!mOwpxx?S+Nfp73GE z=`+YAWq#(z9(4fs$Z z+d?qH%suplQyi>Uec#5;j+`=|zS)Fs>#d^nn^mZ-9>8cAB5*Wf5X#2b4P@pTWSh<} zDqQLEFYsjzv#0H6R68O{39)->!I;uhU=W` zh6KW7%#^YGQIPXo>GC#T;Hg65)KOWGvM_W>i%kQm5kq5Kxl@poqFi9w-ILV3-Qwy) zMf`AG<_gs`;TAufYBtZ={ICE0K#X&KQ~i;=I>W|;B`{XDF*_1R(y~3fsp;qYGPw)# z5sv-3iQlLHPGgO%P$srFFJBpO=8n(0RsIazdHDV5RkJ|t-4gN8hWI4qDCM0OIBouP zt%)qiDcgKH-V~*n5(e*Y3Bh!G8GaodS>revRvC?(m7jlGTZPeWhJqEJR%r;@*Z2MP z80*{8gkM@8Cnt=|SR!!d-@~2HO%zw0#kpsu9BOo*PD!wpz~_`YF6#glpq@Ufjsqd@ zdrhVy!|G(KIRC4;x-6K1zJ1~8=I#u!iO6`XQ=#|^l-ILJ__RbA@HtVz5LL83uY6a! zP~ygYjh@a>^&=JJ%ib&c4VK~a!sacI^CgzXS5|4$Wt{73uuK?(ZqjZ>(<;qHEWNu&ZQ>9yh{|UUIIg;O-HTjz&|Tbu>DUh8X$1b<^SNRN9Tip)Wn_IUWHeiE6&xB~RztZ|gtqs>gQ zyIXXns(%P^L7lLFadI5w^;401*>A9IMj;Iya;g=r+sLAFTkYA}qBh$bJ)`km3jg_S zdxRNH%mA7v_`0W2EY(l;Vwz2``Oq77H5mmfFxQORmCMt;0rI{f;T z`M(WDO{R)ZB(bZ{z#7u0D9Z#^^p|k5Y-14*?wHU@$>8wL>sNxe)UW(@Q%}FrQZP`z zRf*?)688`q;?s)BKmg{2I)a9wrgz5uD@h z>D*b3l|+PYbv*Y>*vD7$wOp;PftI~ zPa7eqrtWFuO5x-`}kBh=4- zUq16?7aZ_?9p*w)kc%b2@R4+`-eDHX7alGYBejI_3=2ekJmjt7o0|`whvHJ!ow_0d zm#KuQnwWE+8*7AgJokKI$=R?6_LqWX`B?jGX?`$HYoiAf&XiH%v$c$3N(}}o=@oRoIBMVydQ7_B0;rc-Ret|G=&=wolhFUPb%`XZ?C0lJNpkBs zk6W|5AJ<_CV7TV3w<@D@L#QDv0_U&P+wni+wvlfeinb(Z@^aX^8XGxD&~5A;C8J|u z&EVM&9%KE?IZEfiq&4t1*4%L&h0hjc`96ZT z@1zS0Syx9_-rkl=38%;+F30f%x!c9yz@=8d8%Ahtm2TbNs1&Op>~4SqM{PA>By*mh zow4PH@>utd%pzP>ZftD0fI+DjOx>|unxA{B~t7rJ&^^CxXQCP+mk{@$O!{rp=X zV5rXb$FARwSMu_Iv;bieicS^wY$}KaUzFG*j>?g_6mca&j5-FxTTWJfew$tQ~Q82QN3+RpB@D@nQ-q;_RIv?M6mD}F^W0js3?P4}^U2NE6 zZq4_Qc@Z!R8nt{@WUTFvaqL-LS)os{`or@&fWi&D>$e%1nO&HWk-$-&2dOh}NEB$j zQnS<`a)A^24pc-*2%(3!h%}~pGp_(2>KmO7I&mmNE^nY+w7_hEf*VB9trNZFlB~|5 zyf=H*GX(|alox5&YLI)WGc&py)X+^x@9phv={j}}j(K2*h>bFo7#Db%D#J)~DkrIaEdFxX-D!OzL5FsHo|YGq;BcRHTlXa1i%oRqpbGI%)r ztGYSJSM##DjFX!WY ziC(I=h+18lPX#hc7={%NmV>>$KMHRMwFF$KD1-&hu(T<7!7WQ1WLTn!o9zhSMOmlTlXne$)%Q(cc972x`JQw<*drqx_>t^T^@pg&PO>7E(4N$M2)SBE?N7*bfeNYW=?PVcYY$rTSi<-rh#(W@VMvMNeocp_ zSUkJl<~&f(X1Wuk4F}OUY2fLL=sWe&q7W$~0ty+=^NWp-%?X`Iyza(>wH!Q-#>AoO z{Cdb=%_fu5HLc1Zp^ajd;V9TUnB@F%vaMmUI}3~vINdQ??deQU+b|Bl8}k9_Uk%#O zlBr~LV-rZ|7bMbCSEc792^OnUw6F|s?nwWfDqk6kk6NO&;bm=N^Y3rX zpB9uj9f3ueksH^>mB;($lP`x&N|moJe1HDUDW@QzNGZoF^wZxBvDqMp3r)}TK3HsR z&d;aSakw`EWPg*`SKtp!m~XzHUVZzMO|xgDOAv;TVs&m;{aQ-eM&#_Acc_RP_g;Y4 z#3AnbJIM7^I%mMg`vRlhE#zU)jUxF(i~{ku?{0NV-$CnUPS_Mw<_3OfXo#Zv{KIE4 zY=|;43Y=-fj7F_;$IML^qd!KvJC7hLq$|51cUs`-pFDSZ%*DY1#<|Hn$o=l_M^ivB zAby4U?d$5_I|s~>kt~=@&=AQcDxeP6q$}~HiOymHwVcg3|4%;C`br-(EblDy`O4D;Nw-YpC%0%!JOt@mF-%ooV3ji#p7Lb3F`)g%#t@9FETvbdEnbOYC2U+n|HEZ+*TMy^L1<3EXY`o^r0GqaAJD32P`?q z*PFvTJ|afI5oM!)E~WV+3&(ERQsCvw&Pz)iE;Lin@Mu;zei99WEpjA*9eN4qEzqw~ ziSDL;=BDJ?2%}=AQ0tIA39ggauvtGG;EPj714E61m{QPd;E{mm-$$&8P(>=HK17c`U;Wn@uzP-Lp+n?p1^$GwD!j5fo0w$K% zq^!bCipOR7Z!{p=9h~!9)R0EFIlgg(!LQ|4dVfYn+M~DX>O^9SU;d*M&%rHx^GXeVLOiGmt)JC`i#1ya4emmt2W@zO1}F2C~jC zARsO{ZZVhy^2=Ys*JJ&_n0Wd<0*f&mc(IDpgxaisWt5-kO~XNOMQ0WlJG`n!e?U6x zUCr!(kVO_2MUF9%Sd7UKgDQ(4cuA*jRKQkmih|YNMY?}okGTosRa`9}+xhu)aFlKw zV8Gxe4C$3U$Iv)bk7k03d@W4_8*LSH#%zG^G^Yvc7}uq)N#q76$^NA`We zI9hf-`6+#CYgqp%&*T4W}bb9%k zPcYLRFUGQ!j@`;D5=TQGINW>D5v>u^8o0gP)ZD^f`$HR{UqyMGreH5H+t+{BENA`+ zIO6}gp^3!K_zEgsx(6*SF*(__k>8}AH{uK0G7M7GO8+)529kqYpi;A$FY?-*p+x@L zSYE#El6Ec5)d1l4WVg&E!)nrR_tb+*d&`V7ADT7@p++84dvaM8Y*SG&i%%%)YoSSLRAh&#Bb^)YW=2 z@xe1Z{4~C4%zrb?2AV`hVM$lZtA8||JJst-?>3V)oz{_N$=QRxi-1n#8N*^>j zsBWeQn#mnL<&xA&PM{N_6=CQlg6^T9a$krkMZcdB7zxP#;_T2N5T))^$K_eb3h5g4*dS?@i<4-^ z=yrw6JW06{#)v8YCs6@#J%)~6iX~psfDyOr8^~1IL0Ugq$4?{^Wr%FLN!r@(uP2?QY58Vpuch;5LRw$_Op(6kL!JA-Ay$MiiSKS%?1e&R zz)OJmX>xHf%j;HKD1MR>Na@~4T>?3ykklEF8L-jmqpzrjgmm!|ZBFY`gMgoaGtLR| z&(PmX#(9xCm`<=z*DFwq#P$j!D@&l|hp%4kQ{8upi#gGJi}jG!9swfwaG zr9fiHYxK)*7LNIu{_c*uQ{KpMH@pMwgcaNH`M(!ADmk3XiAh6Mdt^@|z`1*oT_Df2o6ur||W6U9$JyPRo>T0YEiAelpW*tQnOYNZMl~zC8^ln(kvl@`hi9Q< zc;n&vyL$0!adz_pw7u)~pf-5%MQ+5iNtspfTcxYFqd}`;hB4bZNMi@IE!2R_{DMF! zVaQ7v^)nW-t&ft@Gkh&yJIy^DI*lam$>iFuH*uNA`mS7W5oNhUMzS!lcyM2QUj>S# z0})?(uA7xSkod3$Yn$OGOFZ2vW@~V&)P8$aPLvNZObC#$e+?E}`*6~{xKrSH_=jWH zHt5vA_|HYt)Jh($R}p*2&Hggz4`;$Z(`8eOh+@K7cx#WZhRd63Q$MDt-(dag6=auV z<(n*=h<}cSH-gRb7e5fq#Qh8V!CSuu`CIN(sZ;wv6?&NMVhHMVVuUGe4UIjA?2BM* zgCU301^3F>?sSs$G+TEkd`U&^r$Vv4a2%~rQ|9okH{oc!6K9S_ma-lhZSPN~$%*2N z3y>GUE{n4Y28cq+-c}=j(ua2uAov5n@kgQTp!;e&{>z zN{6l|+YC9}PLl6WC68yi0U$8FUmuzOjrxGcWC1Uajn6_+M*PlW{F(AJwW!+IgRXFJiWAVJ!}j5-MM#TWU4n~iIj!O z24hNKvv>5hQ`3}xeA<7N@DvNVag|=Nisv4epoEAXR!3p!tH=lKC z^OKy;L}1P!_*`D+jxz7f~F*=N>_J* z_(O4a7!z3jxS6n>oq>aD1J-xV*~bB&H2yV!YK`E(K&5p*b!SCIL8~|(RciQSC%N<% z`lAMD0nBk_#Wl08s#jHT(QV#i%+D@+YTk0}oT{4ZeM4In2luAEcF0+r_5D^%i_rkHn$IT88b7^lK$<(I?MIkcuE+WS5kVSvbKCCNZ*M`O4iF_-gVQg7$C8wBna?FE(f|7n4cfsW7!>=x>?m#1&RS8+M{5q@?m_V|DqIWe@P2^hjx-W{Fp zM+5x?nHq$4jrFf!Xcgj*s`s#5e@8rP%zEvjw~r4TEcf>uqtdz5dP1icxp#-qF_X(K z$j57JXKjJ-Ph?&`N@zy3?_QM1@3u6-;M zqSKIq!l7Y#z_>C*i$&AJPjVINpB(G3ZCn=_Q|kVK!e5kf~>mIa+S` zL4bGgu$SENgGgW;I31HsBe~+$KBlJnj0JuHg$%3g#it5EMLLrPsI(Cz)pcwD`^c>1 z$oA&aWcmmBSp-1;Lljl9j7_}pKx>W!&=%0rR~P?7dMy(>`#sRpQctqcAkpv$lHAzQ zac}5_JHk9LR8JawI@S~{f@+S7*d504T>@Y?F;udQq_CV}sp7SJJ?84^ciF-Y6wY}`q0b65skro^zFoSohrQsYabb8Unc^0jcwiIZfmf!ZL{t`oI&b@!0 z1+l@dv_)Lk(wwkF7EHbvLMlg(uRf?8Q*dAv`@{o_K zFKTXky1?8iPZxMLIhDXi8hvu9OENlUYH{)Icw9_?DxntQssVt@dJHVP@1UQ?4lD|b z@@Dr5#F~e4XQps8#qw&7K1$y0IJw-uz(>13ZV$O0R*CDs?i(&V4BQOT5r4RH0z!t= z#6Ptu9QRwQTvtoScU5y~q*6O#$kwHNFVep@g97Bx=yum6H{*yeW%|!oi~jM?IrLNs zA+@co*PO2P1a?mZ%BO*9O-n{uJ)`hX$X%|`A0+bkb6x8p7fa_+%ajRbMrD8k2{GNk zgg{3|vZWd~KE``dlb)e*b& zErq9}UtY(-yyO0ff6SKc0Bf_quONiBcgj1j?G=ybk!fT~9QC3N-25s96bP9Sk8 zNb}*%PD4MBJHACh5nftc3VxmLwyEB7*WVf=Ri^kkhws!MgBLvyec@gBGxUC6L3-(t zK+(`Hdw>Oa1GDYDA<8ZEF;yzUlE=@*{x;iZsg;u|L0m#gNl;BDnXWcqfbaur7(>6CC!kPhaD$T4iMc&kaf9-~jtC1{91elS_TfHVM(`zu#6~ys zo?^2NFRTbEhiok2(e{mwE-aY8(R_Z3sT?<&Rj|_V5B&o^fnosMP}UN{Bso@>d%*9j zm$gk_LYTfhe*Ad4e0<&`RO|wjaWSdP+^f~5T%iJ3*1Tz<;u8Ews88*U9(6IKP-!{% z(?@H3OA7M2@L4_olg;>ggBKda)8YP#qO#%F{_Zyn46;9jEbsyeBo&=tWaQ|#qP6RH zvS{4Raq8R?ZO`(=m7Q#kTG&@Ote?M!MYnc&&DPX_rnvB4WgGFsAR$;S%2a9^k3?U5 z{y7aRZr@ZU4ji84sKg#YYsLbB92CZa76d`hStFnGoPTvuX@2t`2w8`oF#pwCFZJ8uI7EUb?)WdU-pdyeIBRim4mwUw zt>drgO$-gOCJrlz6n8%mzAb+VGDrNs5+Lb*?3Sq0wn+R0IP%8wyNP(O?MAuG##(6G8|FK6!Oh4RAXcQxXtx>Lg_owc8YmFT zHBxu#PCO;EFQdS~jyOHAkml;5OrZVvTTVUw{|et<-~Yehdy0N;i0kPufsn4Msw&Fv zO-LYb@hu|+8^BGEM)EKpNT7Sf8nOA}{(lqkrtV2fIp+TK*B2WnNDKhSNIEcy{rhn6 zZn)ih32%ImRRfHnF2EMkJssr~Pq?yey|u!SD>Vd$siuAsd6le2;qAO)eCu z5ciJ|{JMMimjHN%=4aya8gvY=aGx?z&F4>w$Y(>Oy@ zP{2!db3@7?kske!nGVJo1)2faqm*$HSYcKGcn3yvz36wFa$UjcehvB9vgGfumlJS6 zD!1=Y#AyneKM?kqx;D-)@G3+5{Fp5=(X8#Of5fk`WdJz#!{Kd%@w57yiD5I$Jd(#+zZ}&ebDN$kwmH^iGTMg1DNEJ*;(UY>leWx5f7l zoVFo;t9PTR;ze;{O?ksim9@nM8|30$j@$VC-&=*6w$f3u=G?gkj0sV{@%`pz7O%8m z)P_b`yo~ec@4ZjSx#{7cf*ReWcyEj;8tHU9)c)lbk6intt0&WP}Pna z=q29(w-r3RRom07JbicO)P9NbUlmR`{eOz`5(|d+qZ&{)bkaN=%Nh7H@86`{ER15w zPCceL(P5=Z6A!(J7+#B{7Rmu{qHRz0u!ON7plP?~27;7loXXxLp5$fejfs)fZ$Kobq06PvOt*W=`@1ii;W4xY? zREW4IBqTj-7bojvU&~hhdT@7l+kVR1#EMJ%jNBL*YCf-TaXds2(up4e^!K${0x>P2%-eOv4`% z1EDzxtL?Wx>Oy*qW{p>rBlW7oqenA>O3!1e$o{{eHk+mxDW&2+!O>=5vP*q0nU9SS zZIIH$0pgx{+;u5XyLl|j83UB;670ms&mu2=D$?Bu@pfTL3^UyhyplTO5UWdF_<=8) zf{~#lCEmogi@bd46TcbbRBbo9)cJF~rzh@EV9rS2zsb6J7>hcXZ8AtD3EI&?8da(U zQw==Zl05+ymlD{r8taP%LKZgDpGgNFS4MuI*sujR{oBYp%>Hn~!|Y>XHt*Bbb#)ms zl`QOp6W6f8qcex#g2d~!mGxqRqVF3iSN=P1j;kb;-A23$#1j&mUrFM|RX1Wpria_; zN}J7WyK{2=4EV#6sGrR+e!Emu{OHa6`)XxI<)VRm6vhuU~Te>@JhJKik5_O zd;Y65c&PF$yL5qw5$3ul|G6-n58O22yl&VGpliJ`l#Y+R{`bndgs3KiAUC;xW8ZR1 znXW^dF=HITb&*b__I2*_txD30F9UlPg~7_r&i?NEQEfRCYjtl!Rig*{<}In+azCzD zygu__(>^_xm2@)kPe6awaPXdl6Qj&2mPq=0j8rcsGCjL~6ngqIeflItnXPm5Gns0@ z`dbc;2W`IH1|(Pla5Z* zt%rL-U%h#?epK?zQ6D#YslXQ(mkNE|1B*TRR3OyJL71NYoF9(D+Q-wN7meN{#k-n$ z{{Hu;i7d#L@;krKpvNi90-lYnyO|k!z7L&CqniK8Q+vaBq^&2|pHEwA^>`d2x!TD$ zp!XSlc=yOn??@du^7a=FU*6erz2g~I=q_ddARx1RcMwJbDIwSro4QylK!Exi5*&QH z-y(nvA6BTpiw)5gP1z*)D@pOc&`rN*et~c2|B&5AXvOzSI%m`z#uH7u&7YKwzf6pP zz(fA%aEy8BRMB?kr8l0KPAiq~76t#uSHH)lq~GZ;VU?x;f@+FhQ<5=9P4D=xW-Fsj z!O>lLsRY97zid+c2F>Fvnd#J6>#otrT4_n-&57X`Vk}IVD8wjAjdSZqBSNfHVaDek zoV_&;asSBhU5zf&U`trU*o#bFUObKf9Q2l!m3_W_`&ojE#Lfx}$%t5ndG29O3#jxg zjg=i%DO##uFGS+rCH=_Rc8QY5Ig=CIF{YSmW#6%lkN;@ zcoQ*&#?#*IiO%f2me>#uJ#@hT=*_Xz>_mfLQ{39}@U^#L58m|T&%Z+*}KVEMj)M(%`6$rScJY{rteAUVo!R39BtX5Wahh zBsQJP_^PA9b|a%nXZbD!$RtmUdPjS{wi4(Eg~gPX@?qm18}-ik=w**U1Q>CjVR~tA z7vg`p=Y*4_t&jXsfrlNXb*MV`VLdXB$sje8gIJ2ovuU5dhCmaJ81?==-DkPy=GVay!omoO5vDW{OD^Ff z!zX&?QNFRmwPVzWTNQv!Fq00^f<&FHb4Xv*qQuvvuw9`0u)lM0QAUm? zjgUh;tq+rTASpIwbnU94Z=Hl!Ngm-8Ak|H0iTEbSm8ZY6J3MgeJ{Ho5V-XeOK5(=N zc_^Hu&VQu++y1&1NzZVZT14OIkKevULUE7^6o7!#M^x3O_!*v7Uh`?FZ>njIJ_41d zh^gV}7)4Cy;(=jiTG_D@V!vA(z%*>4x0ZZG#G;~uE#uOqr5xZWb`B4H`u=w4?;-#K z6_@S?Db(3I=Na&O*MNy~qC`(ui%SBu!eR3Y5*JULZtcDPKNxCCaTYnM1Y?!6+{ z?s3lzxqESZ6%nTc5)VbhezoaNbV(Kh%u24vPpW3gfzMHyXebbLZ5&r~>*nEcq$d(s zu2A2Yi6e7gUgVNmkG+&>g^I5b>0J+Yci0_xP(#`FgRlXBZhKgzmk(WBl>6;PpEHA7 z+(d|u3|HO5_Yj-RuVeIT-?UMcQIuy-$%uWn!_4*QIr7rIy3wE8I*-kkJ_kb(MeTkR ze=Q6TS6gnj*xJLmX~rym**Fx>Vwo)@-Lss+!F2idVwO5qaC%^II08nvs#D%iHoRlJxZqFV&_e`XJuaA6j7^D&#vMy)3Ksrj%ZD+^w ze-KJ>ssD@k4M4xIRq&QFU3t#m;ps#oY+n?2&%iFkZ*?MLpqCm$%k;Bo&LQR-ht*eq z8HT-|u93MZfrGzzbSeS?ne&V9VmyJYdL5VxNL3J&rdJF8o5Jzd!y@f>U!HwdQ+!GN zX!l#{_J?ES_o6~tL@F%Wa@5a>%Rvo6m|5CV5(DqB^iX>mAnRNki^r%Kk5kiq?)2kD z4yLVQbO**F2g)VMLF90iK;(s|$Vd+q)^^;C1mq+%5Yz?!j%RGuDHWio>MGYad}S&t zxhbw6CnFc&;dZb>LqZeEDKyIs?hfYDyZJ|ghK!W#1Jn|x=H*V^Q@2PifPW!V`F$*P zI*D}n%Ss;3-;V#0MY+;lyd|WQuA}u5fOB~}Piu@27}C9kxlpfsAIhV)3~~sLpX>JOCrEWa1+AUADRK(&iBB*lmDY&J}->zNuCnk^6N1D+#gtRh@HG)v9>X zZDnc8j$0$P57*~|dSPU_O}k<_V_LpEe-pD?zjLktGBQ5kSPFl;9?>d}Yt4%D-tYe* z>m9t~47>H=iESrMV>Lwx7POuWb({2H}<~v z1r8%C5&rW5e82&?$0?nKvQfY&vjATyfDsd#3C1?S_qE?=nmSpg&zP3|q>ZWhz03uN zeUoFy^&0Wl%hm0eb8T?Pnlb3Lq%Ei%Z& zOL~H@S4VY0R8?$5HLkPMyk36dRbU%aVIv{0Iy{$VwXLbeSUTQ{3U|5Ezac6@Er_G! z>FMeklz@+c5f#-6U2q95pD^n+t#D`F?uMQ8tG)NDyxQcFPQ z2^2hc(Hb6yPhJ4a&Ve7)c4aPKz3Ox}RDQMBJ>PUcSDMPy%|G5=`Mc8oHUSh%)-g|8 zqiqPl%OL_uOxh2Rt2{ri#G8zeisAsds5oXL6I0MH2s%iXw5TQr!MXjpxdkc!2>*Bq z9Yrc^4$>cgtm&HcgYx_$^p*!Ra17+jzs`&&S#s=H7`96AZL1J%o$)sB^c$+^dVprq zC0mbVx#HxzmV|JKh|68prrywlHU9w0!}^AvrECCF3mD4a{jO+7z%mH@ z58Vj)YsIvJg|sv=B|P(OaoD^}F`ppcLQPue`yNfycUosV5cp$5IjPBVw^2qtaDYto z!ZXH*SrdRyu!ighm`l%at@%QVsD&7#Ka9KmG75O{-qPj! zx`!?p%3__yMyrJ%A@X~~sDT1Cbh-y1BCE4US+5;bZ@5-8@%>N9!ZI94Q*ylQA|y~} zTe@IkVqR$TdfV1ErZ=yR;L^;^G_!|cK;Fdm1N-6Ghe@K8iK*5^;MQB%4A+MEkc8S2 zsrCb`u%P{^Y2%*@i%_7n)=A3Y=8IXF={>e|6V^zuGR68pC-Fd8UqVFRF=VF3Y+nV+im9!dw2{qhe#RCv0wi!!h9fPt>LfuSgs zmAU7gK0mA<7SvW+v>kju-AFxY-SQGB$+1(^n@D?*%E|i#%nN(bNmTy>D4O`IkO{S5damTlrj>H^()F8Tuq%u zqP0c}k(o8=h*}%12SU$b{>B{M_unvr9|^oFk^F|YyS3LB7kR57KvhpemUbPvyxX}N zD;}t%O~ShO-opPL!J|BS{(mEmBR+*ll@EE{Nlg?Rb&OdZo=jM(cxFn$NZ0z^Go7;X zZpYrqBxMX9S(3>RumuHOUD2#$E)d-ghrxg{f1XGveain>$z2m%1L&9LPRLbTo*h|#Lm26y57eD&X(d@Vd?O$w z3F1$Ij@MUES@!X_g7j*+0?YR+Z7k7O(5IZ0cj>8f^g^JX4yjoAeX--ZzKmJrwnbI> z3KJt=_0XY~w>3t{eTmfqq2tfT;hrBrWld8(VL4X$Jx)5jR&j2Qw|?hu)|&OjlzV03 zTmMeL=ccOswOjuTk1x(moGSGpqaTUi*LpSIHk+mIEAT?FOeR0TRfL3u22cmVvv3al z{rw0K15$S6;%1l0Y74z&bu=%>^KOY~X6=oa9()natG{x1Un5{-X1MJn(%&9^R&_Pr z=Z4|sq8_nl$ncNH$q)}^=qsb7bbF4)%V`S<{~W)|7Jh^E6JtAeG*Fy9@!@|^ip6r1 z=lRvKD%(TX0i<7R`lr8YwYe6K*)!O|DAiTg)$w4B!9NK}v^9+}l6iOASh}3T3B3W4^PohqjWOea`_VQ?Rj2Y->fwBBWsxV9d7pxx zy6F4A2BVwkbTQ@#*BED9>weoxN)wD6j2|ND?a4Gf=V*n=mGLbkGdcq(-nu`mUcJv;&n24cZqkuZ zXgoOe5`q{^@K55${veJc7^XlS+yDphVYhOHtuZOqRmV>GwPuPv8?KBnM`GvjIFGy& zmp^;qLvG|x&hEy0aTCzcVxjr1f;we>Fy0zQU4}a*XOZQ)14ILPq?KaB`)zyP3Vbp2 zq;&8T46Wz^G|n$2$1f_7=zV$mmgA*nhLD_`8k)`h$ucQ}C#0HboHe2NKr1J!+wrzZ z0o+Qu{8<;aXeBTsqjyg;ZCRbn-=4Uu31=20GM#kc-n8ayw~>t~yYD6@L`rU8p;x5- z`KAWTj|=fzU+r5(9A)Sg)0bkkEMuo-W|i%Z_fUI`Y2L(pCuq|bp4_~y{2i@Fx8*Es z8gTn%eDOmqGrlhPk}i4T^$;~&YDfovdO(89PctuuEt!^9lj#XOX%7mWm}I{BbgXhL zZRFWQyr{vA9j_HX_s9ekCppd8g_qPC;CBgYAj09>u_?><*Jd%xYAYaYa)!pvS=?@} z9i)I;yh&mVD(UM*RVkdcG%w7v_0!8$E zHZUbVHINOoqvXm#v`1#-e)Qb{Mt)Z$#6U@mFo!~C6)#g9MFIjxiujjvyDH~V1wzi} z?rJEQFdx(U)&)Ogq~_f(bVS0&y@EfY!zLX|m~&uVTxcN{Oi3?wyL1LF^HXjev# zgqvxV;FrJ+v2M%u&zA|dQW}6Y1rB0Eejq_(5Ayg zP(tum?e5f3JvUbEZ*C>bSkgRH;)2+~1c}sCX@=&k`p1`dCJNWSKyo9K%W)&$53t3b zkL%7Msg6@WErFe7aWXbKs^zM<1zPE?TRh8pyx$gPa}%605(r)J<-zYFrO+j7$r7@Y zWnc8M9wXw+yL)UOr8wKYLYVuRg;{LG1{ASwDG^mz^!DyI6}qo0<2g@1BYM2aW?93M zE`qRJKWrY{eZ9-Pd|uTo%Hw%j*Og+H1&GSa>4f%xq}p!vQMqTPMgD`_56=RZLQpL$n0?)A$h0dMQ^d^&uBb_ygC zG6aJEWsF=}QC7zCFn+w09IF#um>nV0_SOkg%vL>ZTzR$$IdjKz2-!dKROk<$D|TV^ z@=rnVGz=FWD}rOO(eXH>BJ#{%ivCdnNdvzLcjW+HN9iJ;3D^)0$cFOs`w7ckwMF20 zRFck?GJy#j^(VTF@3khsU;Aqiytb?f_cBVWxEygPVknb%gd6T}`i%30g=>>$)|q3h z!uF0g=~?V|_<+{j!UD{K_?s^<)WX(4^Db~Zr|qLcMW3$F*FQ!>4B`#1gQ+TfyC|EH zb;2#;yedDd=|rO4pO_%SX9;)a9&DbJ2IRCd2<6l+=j2o~8xDJEimlgvRE00oy*zdG-<{H#HO*2X^Z&u|w4U;??^5amV zr-zVG^m7zwD=X*jZ+2oyh8n&Wm?JiO0qT)W!)z%%Dw{d}3V*4sD55!AY&5vt&JZo< zd$sd_P)cnungk}tz@9am9dhAO0};Sv(BBFJU3|1X&!Ftr)5ai?`f+J=(s?^;=A5b2 z$hKRz&64cDl-&=xUpx=W#*d>6(oZcon00gY`HXToK1yX%U+pEE4DU5PKE57mKOA(+ zf-K9Zw|ra7b8ri~By*(d_8>jv?P|bhPXPeR=FY{=95g2U`}%}&s3+Wdkbc85<++Ug zR>R~{d&oeU72le0paD5O0JRHS0fEK~TR{MRg26TW*vsj2h&j51AV?$yP}3n?;o0v) zmmh|S2@Qc^JRF79QN^O3z;#SZ4Isc4I z4v6Ikdmu!`A#Vs=M3+Q>e*AdVS1t|;1@vUy+)%WSjqYW_x~JWj0E=heKf{Bv=q5*< zzjuC1f5gh@aD1x7K1_{bq_hi1b#sEw1bT7$AvCa z$sqZSm}iwGR|WLEHy%-b3bMrB1oCOy^)7{wbn52^m58@rQuwxQ2b@4y0|WLTjiRd5 zQ2}bx_7;*x>Q%RHEa9B1eL?MQ(OencYZ2jTKDAG$L?S4_=?OMAwrtL{b;LbAoh-iY z78Y2^5pG7-VBNu;%fI8wkbWuN42fmwb%tUVb_#lFXs@?!naJUyieoYqgki+@=8WF> zD`6}=XmtToou`;q{O8>D(lz?HdVV^o?6!iGu<$X13rf){=~zkhPWqnZ=BYVOgTGZck{FQs)jsGVGZOir9Q109ll5-cGwi!NWHEu`2Rb1K}aC& z?+0m)nZ@Su@t2kQV(auD7k~O*lB(Ir`>X}2nLKRXk!7PEH@}h7{mS;>UTPJeR6CmQ zdg}#k+gIvxXK{^Hf<@UB``7nGoa(h*S;?=b9n8rO;~YARe2Cjpps#cm%wfF;3$no` z1YmcsEQ#gM-~irAi;51%ekaYtqDF}lfrLx$b9~8vK-tY*p_hWM^sSQ=YcH*inKjlS zYZzgmyknBwd9=(?qSoyITdkX=ZXchLo3Wq}hOQ?8s!X4|KB}x^)u;1|+O-obQF76( zKiyA*#jNELEwF7L(FJGEWHfomOSmC$5_~zm}h)2 zdecQk7CN0EnCa$fL3K>^hfM{@B01qqOEd!F6~<%$4B~r8 z>6fE#6tZityPm^Tt5wE%T}Pc=4eY#H-itWhe2;b3{qZALdX+->YT(naug&-ab7@z` z1oHp@C%@Q5v@qFMHSQGcI)_Qnp|5XmbIw$b7L~PyceCBQK;F676@U(b-jm~!!vY;& z30`KgvL_3_y75+pZTqEIEA?kxNWS4OVkSSJy#K^bP-`og4Cef@L<%Aoeqq6!?{%7u%*ph;m3vi^c7|n)I1dW%XM#* z4huHbBstwIcHf?!+ZRP4S#cpx-P5K|55l%ovTyU*x?9IEVWKkB`CO~&B}zwqpsf3G zMKvTN0=6+YgzaO&U`-AX-nIgw(odn!-f0a{f?Z)o;9;4{UhHTp8Ndgu0WTg182VJW zOJjjO!e zn(ymw)tADb1>;1eOixuGg>>l($LcQYWcr@^A~x2X`e1)94=CC6@L{5@{zxlGpIA81 zV!U>Um(9^iQf2&^=Cf;GUFSQhE7tv<$yt^T30iDkxH-u}`+SUdkITPCBB)kr-3btfJ8-ZLk-37Kb!ynIK{gwB3m(dq#c zDmn$jjA$rsoyNnpg_F1bV+!qcgai4a5q{%v_u3``>w&ZI$owR-BzvaxzB)s9W#vx2 zmvfy!QE-t@_a`tItJv#Uw{_gQhUP>Zo;e#b;%tV+84kd&h7u=5ey0MEC+BLuI9_I7 zG(j?9ffC$19#B)-C6Q}b`?_Kt6L?2QTHcPj3yu#fI$t`8D-Md}GM{MgoQ)Q(PKmc6 z&t%MZk3zHb$}4aeC^<|o+Yf;T?ehM=nKVSk1%oa z^MbjZs3t-OW;}R0gd+B#KOn=2C(nfuV|&{DuO7C0W{FRk?#1UCkE!CZoD5u9HS5Jb ztdBP^KX7DTI004+B|Q%TOO4B<0Q`YR@Dz4#JOa^2{>aLOg+hOY!Pdz^jvr_&Of#=3 z_85NeztwT0hy%fd0gR!rJWJr?PbR89Ehh5lp|vG9L}hlf-yDuJ#gIj~;|rWodc5Cr z@j?+~X2>-k*(x-?43}u6tT9IB-knyc7p9dAtSdS{qFBMlxN1b)bWo~qQ&Tk!)o2b93*IBx<||1DXx^ zw5ztHbh};{MZi4*XY7^obfcwy+m70E7K;d&q24&_eR)hfe|kvE9thkoXq;o8jKb@ikI;kqJ+rt~vd7OPxFSooMdteg{Z+{RTB6<+Qt7Ms*-r!wf3?8p4E0cEs zZo(UTpyK`POZyIaEeY_hR}Cw{OS28`+0&p=<3}IZ@_Ct840y=PqwVrItIYmd@mL+r zqm{E)CSCUDr=<};9lZK+;<%H&OA79zL}qlC%aQV{Lt>gfE}5LIt-cd`5~s=hQ6k5^ z&7URgNk`4~H?$eh(ch9$J6YjA1PKb!p{7!Y1zTfJ6Bml-g2FlT6T)tCpY(UClyqeNNnPHB z^Pu$C+Qxzch~Gbkf19sP_@?B{X~A0FMNTQ>Q$f7Q`n@ienB>6q;N0|u=~l(iPwq4F z^fQX4nn9d^Y1NSw zq+kjsulmF#zr^IPj`?9S{?o@|wSH5x!4G105|hge|Nl1lka8Ut0#Yrj{w(Mbi)xKe zTpcI9t47zm%3*T!Q{C=lmD9E(d+ZBR|KCbb@lb^UAG8)X@>g^XS!CCKR**P zw}~G5+dPyND3FevZsUC`Nd&JF(h5ORqks*Lf_|1xoGCsoj#WxQL6KOTItg+tz(fFy zhD0saL_p)KN0LxaG?Ide7B6=~<{e)*v;bIAF{W1R`sL|VTq(M1dlG57No@|7w zD0_3BQoB%H75zA^pMw?RPOCpNc_4)GJ-^OqB+hHe*%xKIQem`1jqb-ZgtgNvlAdBlf>}*6UGOd-8y8C( zwosi~S`C}B$hoPZvuU@v7XvdR;PL5b7^B`e67sD#$@REX47yM)E=Lah4bN!9lW9)^ z=aQ{K%Cu>O*+{`7VuudNv3X z_Shw6k>fUH83!}asZ<733p;mHsfuA^O(;n1#4(*nJ0{%kya&s!R27GnMZ^UDoaD!G z%*`?!+fhH=~4q*3?-w%LA5e9cYM3em%NdJ2CgB`L40$}T{?z$t&3uf84~+9qGR zhCgzf*70Y9&yE;NJE|}O{|AG;@(Uzjo5Me4iXLo|9%!*irXGc(&cf?W;>xYwcpTxH z{kD1EI_7Z&R}_lU1r_LOIt+Km9>FmRE;HayIknmR6T}~@x*2D4l(WSp3#??8ql$l31t|3b+f*w#=8@ayE5E4^ zZ}#icUgRa(-uf;6?JFDjH3-9+T3QtC1C`(k!M}-P{ek_pbb7ciuqHUCUgW$-)@s0|{ z=2rLa53%PrB4_uVyP>}DMUeZZOAUHK?q+XfHEOJDsE{QiZUD6Pb4M>W$Ojn04RM3a z3xyNkd!^2p9b-na@_q_zT}oInj9NuW$w`I|o9mfaM8q)k{yU54xQR9Nlp9=*rKc)Z4V@HQu|ia_^~S3IL^=$8$msI#oehCHaKXs5!b7hp2hui- zaa+)PLlr+>(B7H9XsjKR$#yk-ViYQzV}=EXyW?(YY9rDm;(%mqFFo>i1-HGUxD$OJ zW|2g4yPn}c5c4~NNBg|jUos@`acu=7{bhD%T#Iphzoby zEB5QEDwY>q?Bujrt=!`I2=BHfP&GDz!W9!XlL@l6hN77|YyXQQsjtW#4eKY)9W66V zxCCS)sP#3XLFi2j-H;AuLwk%CH6}gG`jwa#>ilgm3w8aKlOD1j^$Y1P2Ov}0AtkgC zb)8F4NoqtAb}~86Sq!EboEkGAF`H~p?nW1~chHDAaNp^kiSE)2Ko(RtCiY4_g@Xq0E zG*WSK*l1Ftup}M`&NTqtc-#{C;vh;h^o=0SZ8OnG=$ed;TzjaH_3IwN4Mt3!s6QfR zGR2GC4!?|5=Zb4TTahpax-KY`Ep@(C`m}B!nSL;t>lkLTZ<^*tsNKSwX$ih3{V65{ z$W6dAw#gybqdzT2bA8w5;?6$)OQ+lQW;pIeIL!oBH;JoUu8mA0yde_Su zNxh7S5d4llU7bsr+l@iD8z$^i2-|9aob8}6wdg~H)Oh^G&W(|8$X_EVB|EsQULwXO zKlTm#|18;|CDpN*U;iZaLVSO*n$a+6oJU`jMK4h2ib}WbF7dt!hKZz2BI3#$p-rI zuOz^Njby!uGGmI`R+5FG#=#2w#FHcqOjvqfZHY^mPPZDhyFRLJb?)r#Z+zL zQReO5NXBM)q9dHX01Q1|NY9gm+ARCLu6=IJ6A*Ey7piFm41}LMNe_%CgFW%f$V^OuFjyIwH73{q%TU-8r) zK)_;H&gk?o~{ugH#ETZV=%xXoL` zN{$jIMn&U&eA2s0QD_s99M2W|%X-WN`2=dKwUw(k?`%f;2#*x-Tqe>lEgeOP3j1gg z{z*$tO2py2q}G& zxiJ4jD(?OxxK|hy?lpS(F_icCZc~!PsYeki(V2|L&L*!@B5(lKgVImqWjPubVzZ9- z@#u;cfz+@Ytp6nmk!znzns*Hn#%{aEw5VrxeoYJ+(3V^>56N+?SrkVffaEmgX9!M5 z-6Sp{GZ3e+f2Y}m4oH}XTt2>FDOQh5O2d=_r*oPLJj)_1PL-%R{;1+!S9gHmd8n)L zB_sfk1t-V6@g^qXnHuFn2Bx|*(r@KQevi|>c0i3KvHY~Bkj|aNt(Ps^avDvTd|?Pb z2MWlWTK7Ixf3|yV#!IZ-X47VFG+1jXr!^v)Uoe2Z@XbTb%z+T@X2*ke9SA={%PUAf zDqhT}EQswT(21vuw}|4r-vU}D+Q-jQrY5BLPYJ@pM-a>ZxU>&oO+0@=DR5r569>&3 zE}Dd(pap(mBPkkNm@5}RGf2G}daMC(g%V(7z>i`^qX&S@&_+>be3@=PMe~1^gFbW^ z078rThR1bbuC|2l;GD9-=e-?Ua8uxJ)sQF05nNJZ z6hMFl*u^-w%k(o2MT^I}OfA;73zwa?@p}PtSspQPT+5nF8 zIcm;x(7<;z72~K>fskDsN2SplQseMur+|`Ty0JSu`>=~9e zt)~SKT<$na`D?+Vfd3I&Lid}4SB+!I{{jLt*W0Oy#Pst9{9EHI_4IJn;+h}BO=->V z1UZJ6S|+$d$BS!xH8dGVje+nRm_LWDi1u&X<~Ra)Gp45e8-@m??RE3DP&axvem^{r zy@cs`=u;Q#8o52)WyIj~D%9PB^>M|{ zS{5@G>eF2}jZX9wY$L;%k^aO1z0U?7KkP07@qYVYWXrJ7L;iY%=zE+*w>F*#Gvq`i;FdUXRt!xVfA$L^wQQu~s{8u+cmUg;Dqz zB-!;Teef1C+k~h?oxatOYowsyM>lxt!RQUYacka=)(Ku%z1Dg-3l?E)s0PKt$2kp6 zV_d8NFRaAeb4c{H29X+LCMM;XyYfB_A-DE0>oRZh#osw5qifqucLnx)}gRWQRIyZeQ3k^b8zW!s+solv`w*m zp;MvCvbF7e6j5gD4kJ5QDX#ctvEkCz>0LjZ%Amh82S_^jK10?sehZN19(B}nIv7pV zgr=qHXABn8{p6?GvW`9n61maQ$~9n4tu-HXLiy}68}Md;lQ=K`L0gG`6StZxq=M^% zXMBN{#W2ez{$Pfc6Yz)FEn3xNFrP5aBHLj4gfY6KY83V1Jb~leyI;!@ebqApVIT0S zH1;o9IMv@}nzV<7y-|L$^sT;lt&A@>%eFoQ{Ww8>mIzVrgyHzRYOF54%?AM8OZvFM zOw{D274@#2cOSb-M{Et- zM2T7^DDZV$G_B!BlgdPdZl2c#=1~pnYcIw&6m=NQHnQL$2n#V;$EE!3!~KRDAkOFr zJi=#5QTO}1t51g-ZENw3)2DyvS%-6@xuB9%VXds3{UU|aSZ<0TsxXWrH9K2UsuZ9m z#yF}DZu{n1h?^(nsRJMp9UIs&nRLujRGb{GIrp42j33S5Z`b9Vv{0!*4g7ydS zi#Z}E3{S`X4rbCY2BFin;T_0J_d^b!J!EVon<^aL=C`|j(r@qvyz3;i8u4b&y?w49 zkFk{O36Ss~SW4PBOOp~STZ02`!mzbp3f6L+zhO!&rW@CzSW9c?;Dfd(nWnOs_e$Ro zz0{Y3slE5cpEfSHz|RplRj-SgGLe3cvXH}oFacXemb6}SyPK;6Bivy9NaMNHv$8`r z8|_oG?rI(^8CmZUH~1_sGys6iRi@A12k<<2lFZb-HaQy54d6$@9VA6@@44np6!Tb z|0e9(rhK>Kv+~S%hzp*G&E1)flg05>o(F4Rz3=K$u1PBt*-_ zg$>lxpjc{*zxZlkLmDF%BNdgJ7N*u0S+Ggh?@dtEor}V@d4In|i6%q1efEA-joLgZ zl5Z&e9J}->^+E&cK7vcTDbRlM`F0+@{NnPodA>PdGST7AIN}FwHyzO6 zO`#cNM`hj6r?Y;uZdmHOz4J|?0ViX*<#}W9WRmtzrxB~4pOIlYhIoNA+`EYRRh<7s0ju61?1o?jr4Dz>q@COt8w%${C8#)R=-#NhYh0<*nf z7ZBMiz94;0UF5=UKH4^nBxeAqu}(vircI86#IHdAHRv>Dw*r-Foej9{$#PJLYSvH3 zL#@B#e5is}5rYOShPBI0`8*$g#B1n_H{M>E`A%Mff@~-^GVYqAJtxKFhz5Hb{@XeJ z{XU61#7KO2a7Iff_}u*F}$6l3VTM`ibc-{dQwJ)CxOv^2@<= z+cE)T2H#Ka1c8|rwoS+_incj*?YIqBT}E6^K-X#IG&f+m812S`c$0GOR!COjHJ5Xh-hH8+~`sKdLK)Sg~tDO zp}@g)kv#~^^PWLqem5y_<^03P%XS_3+Lj^jV0yB@IP58U4c)T_+W^k559~r@^&c#@ zSkiha*O&Dz@PO?x2K7C}*b(;x@8jdi;8$StD8}Ib3@O2{iqmb{%)6}D=p{>0z}1)% zfbPU1aiNuh!;0cX82n!udET)@35ZnA|3;2NcG(ub%O@Yf>3wFEYxA0#vBR4z%5V&1KE>BFuG%${d<53B86HmIY;2tQ zJ4HpdHUWdR-fKSq;X8=g^IOy@8^bj*k$%Iu7fL&1wG$_vI6DZDSOh?F4@=-CJo{~C zTu=_%^nf$jstP#vbFEovvZOrI3`(HeBifcL)p^d;*4Jh-K)cI0n;WB&YD$=vaiL$X zSO-dA*_mry#zfC5UY zG;S&)rkyft+L%*}C>Vgc@bX{My-V=XZ_pve#~X+9KbM`6tl4s%oyTw%0p!{2W(u_P z#W%Wk%Y#%RpPWeoAd0JO#l00DnF@y8y8Z>yb!YC>C?jG&ZiH-=??J@~VN^DioeyZl zXSR{5>+^_kFwBGF+MjAl8)I1(rDT*704}rW0IoapNqy%_8u+=4*6t*Zppze#aHA?& z3IxTy@%XL%7poBl0AXr4e?ZnB8`P#?L=3(}iJO>g+)gdg|4O4>HGm@w3=E1zz~PJ` znT3vr|T8%nL#0pV!Oo?<$Vl<<&`=OI4My>M9(n+5ZN& zw{A%GT%oT#ImTC0%XKPJg&wAGCLKy;K9kXeLd*nJF9ay#C3;SGM{{;q*XROI zdM<7O$E$O@INip>naRL0Ws9L&Ly&LCC&ISx*0^Odz2*;$p2N|$wgsw=o6(`(2|CxT zpZD_-;5}Tg*`HpFORb1W_w}Z7Yd@@4$>Q>{U_?8R*{h3v zbHKNS^a7P(z)Ik9>jU*@P8DO0IB@`>Msc~#tX6KO5_Nk#D~}j}o}7oaj#(nFi+z+g zH=&V&OW+__mCw;^7T%o5UcV>fWi*cSV2Or?1{AtA@BeZEXp+F+eu>=uJXIaeQ$12c z>Ly^|Jo^|&@S$2O@j2^Ej!v<>W~arEnuNLvPq;y-RXcZnp9u*EHB6ur;`jFqSx(dW z>Q{07wzINxw^fJ559`sqgU5+>hX{sBeZtnV0y2@<4>_n8Zo;egVQFdgPFTEYNLbSO za}DQ}?hqEaenv#YJ6hRBG1<~BJ8vCIcL5h}^Y*DX&%X8QiwMj{AYIDz_5MImWmiKA zTjmhCDpN~`t1k2|c#HjTnN+u>iRT?o#9$f-4oMC@t}4L^bG4Df7(&dvfDxW!G5X6YBbk-i9)GM z@~?IxcQn~^yfLl*@YE6*A^!@bdXvwS`Dx^X5|ulg_I-9cQCMr9fGh_tGF@UCLw+M( zZ%?C{ZndM;UEBl-Jf-U{ImjbBjd+3Jj+RIup$HGK1u=B~{!5nG>|}5;xZbAITg33P zjwP}`Ssy`DDE=FW0r{Pz#M9hPCJhRW3=oLAP9TQLkIsb3Pu&}U3E`&{4h0A8B~I}& zi56D^Y*c`vlVFTDfb=WK@#O1%O^Ji-hoOUCCN<~@L576b*bA)C^Ia!3NcXyoMraD- zfB>W-T9KNNz5LM{MA`uv zrJfZ$zE7>fvFx^v+Lu5TP@&amU}PrTOAY9K_#5w>VHhnvKWBv7cHhrxI95A3N&8R# z+xSYujpu1U%8l1#np6}$4W;+lgCn|qkHUcMwn8hBBqsvo!U z1i;QO%5Zc?1OVf&)ra?&_+}fzv{Z266qnn4<87xMvt!{&$yn@D9%4EO#|MRqGl84c zRS<4Xn>W*ZNGH(Gp#Vv3g02uZ^syTUt@DYwHff>C9*}KEi-wPqyP-S5?fVT7nw3YM z)7Gsk;pmqI)Sz!e$Rfw(8KagW#V%{Fp%Jg;&cR)M<$Z_GA=P^V#2ZKi6rR%fk@_LF zMbN}SYW9AR79)GaB>FEXA~uFDpVDNl?mN1Ekx!xp6O2F%%BtkdEdVhpX}GLjV7?ZL zbMAb%@VcM1A9;9$Uwlt;HATNRsXiXw;@Jr&;?``{8>j2_BvuJfJ1!TWV@9o0tzD+g zNs4R8Qsj)Maa~ROasX4r;dUo_bu#yFfyjVpe|J0#+RABGuPES;-rY}qt6fd!Eyowd zTCc#JEVhzdDB2fd$S%lppmty62Eez)WdX|<3NY~Xb#N`fIyuSy6-W^4xJkEMIFZS-WlD{JJvpIIhrYy>T(3C-R8({y^NG3bC)C=Mdl80l7AOTT9`&OLnATZ~@MJSxpiX6-6mhHF;|0moZ$@^%_QN|b-4 zUVT!SeSApqFrO}bd^ib(-=1<99xWp21CGfn@9?3^>iXbFE65MG7<;4#o&{M|D|NRx zsq3MuKMFIraOyfcB}LCgX$il_YWK3}LtE`S?c|~`f|um@NmKyl)?VMmQ@V9aG8sC& zjwlRWOv3adP0}a?!2JRz+n{Ior_$1SVicpB0H<9im?&X9#oT_s6OO3TH*vx$) zmD{!CRnC+qK1qRk)u()4Y3?1>|1U#Afi7q^ds;Y~On&Pf7c8Bw4@S3rZ}!OX8ZXjN zQ>1K$*Ys!%L(u0`=3ZlNf3)Rbv}NIzgW0m9xzO91hL3u_RGM7g|EM@1K)5}7SXWV8fO{Ct?=kgob0{ zo}K=oBa7sgsPtZ4-vy#DeI6eTHeQR)`{CNu*$Gz%Hk-dv*MV-=sPf!CI4 z*w1SAA_>+`4Q6AJ^SjSCsdYG{vl4ri0M_evyxxiV&No$H67=G3exv1gPcx2NCQw5* z^c{qWjBX}x^6;*F?0nQ89ZW_IvZz?&sorZu5J>Pcz26o6I4S%6Fbn81rx=LR1a>-^ zC5^L0ve)F8i@6E(2Veg{k*RLvUnWIuiWgiyNuQ8sg#!>L7>H5xF=XD6CBQ4xoM-;I z&K;Tm1533keQk$Gc6b7N_urO@a=o1Jm6s4QJggvHEP4yK%mZR~M8Al7tLL z3#-N%ox~exOq=9?AWoefcS3kYye$QWz#mHqivZgI5QfHvmCw(E<{&OqL%*`8{Gj7^ z_{8>+4BcKObnUPdn~Y-teM{ts{YdB2O;v_3*=EmvgBF4hKPX2VTA&_3ofZeTo~7>1 zCqTDei&Asjv#}QQ@uDx@8;2?$>kH23cAUocBZA$u)Hnr7fs;qqIZ7}g4l*CQx`a@c6 zy5?C_^%bFR@4{xYI-4f@lTTZRqqDXq@4mGxh_C|Ed;&-^O~2B~io0xCy4_~&s`Gq& z=!U$mh|=&K#D% zQqQI-fC6%dzS*s6Ar6vW68c zg@0S@;P!clxUk{4jgh#;KkK;WHUGX)Uj)EFjBXeQ3Ou-oiFq#wu;#wmqBM zi+C#lQEVKA>I)+MGVS5dU5FtgA#T9*pyiR({zB$95C#5rimk>-4UlGrHQg1EC>nER zE^_0@U_O^eg^R!@rKLa+9&$EPSe|XRP9>Ep8i_O49Gw+@eF}PQT0e$Ljjz|;+6n%= z8XpMyWUy&9m)WtPGSlM#at^|&r@1@nE#X>!G`)8ziK=Q@TT?LFoqRknT=F zK)R&6yQRAurMnyc<@@b@?eE|}lLHT)vF3<7#+;FvnS0EnJNYgCIh|KRg2ayz-qGLV zDdLaMKD!UmV?)A37q(OeJmsJJIcS~dUh&Rfy1s==9FF;4w9F-u z+_C`XHSdcG3z)1eox(>I8ubawX;wNn(6iTvemw~&Kaj0DwP;cFfd@LTx~?DyG{Y4~ zHs~@qv+{Wov6XQ1oT7K6yN|VXqvx;?nhM^Cr(KxBP1P$bW zKK=4U96o!oNxG@aeOe}4vA-{76@YCC};T79Va`G z1PL;hLWrv+9>%Lj(A3f9x4RR_`HdylSP!&qj+fG{VhY=w1}jTG_4X~E2ObMQuLL$3 z*hS;iJxa9JH5P9#4#B1eobwGJjs6(hXzBVT#goHti@rp~qgC5_DK@($A$&iskjOE?M zva9wuSE^P(&oB+CvhkpwzwZvNL=B5+_;$8aeamUY_*V}Cgz8A zVJhZ^_aL(FF#;vrYIFT&U_>(MU!AU{6k8H<9AAprF2vR_9#Efh-wdi=be-LfvMY{I z*z<7OYE9}yv>4UQ)2x7_^SsZ>`&?!Gc+lW8{O@3Q4N>>yw`7pT(m=#G_f3{##lPt_gG^MSOB#Jl>9I z%xcdu2q&Mer=3m$y(~rf#B<$eEB#EDruCOQEXw?#ot zoWx_EoG*$DUc3Am>UZA_=pxi+09(sp=X229&;FWg*>rm-y8o6P3sbm$K>wfN5jD9QROiDQC?yYc97DDMU7CA~f{9cDubqH`b@mI$NRP-aU<3rNab= zBTLEUOmeR6$<<>a7W<_>O-}u(OWoo8+cIrcpFM^-atG-_K+Py)XDjP4LA=PlMlPHabVPPEp@`YcLEsZCU(Y4s-kiK~*rF6#=g)tXRV_ z%66IPQ7b0jURn^+1rkv z8x;8Bc3kZG#Gl+m0QUU~+S-EqsETynqLLGS4OmCCl?;1vA5X&z{|X?Y zdSeC8FlrIU7g|U*)Tu08f-c1G`zIm z#29e}4?+KC%91M2*RJ+5dGN-H6VPC4W81}&kXfpt<^m6uFdIzUEmYhc5N;{8;3sF`jHgG#p_!GMGp zkaxXTJ556}=O^`f^3)!oY`@I;u$)e@_8VghlNfoaUfO`7eqEK@K~gQ%b$?FEs1@x9 zD>`%yXp%r8o0iCgH-EJQHZ7K`!Qwb4@3Q^RB#vSP&~n=7u{O1x@JrucqOBxVuFz(t zbDn0j;I;dBF*^)%&2`Zu8NTry0?ijcG_Z6!5EE@HR^!Y$$1kMd)X4=q|MBDfBe%~! zHzxw3#RpGBcb7js3++x@80D8?lk{;UxStkEb)o8mY`gw-EwLApRC!E zsA*`V6j5+-@*DK(Z}kh;95ZgwHGk-debzH|N#4CgALP5uxYw838C#hKHry$T#e26m z$9nONve^r4*ME%^R7|Ukde_aPdP26gMy7_qbgVcc{%3c9%YQmMt;Ju zs^fOiH>|^Eo~d0*+IpFm-iRp8I_`;;H8lGJ7G*g_panc~7_~)XPVdF_pH?p@qsVLK zT&v4|6x*Wav3JmaTISrHhRxE{q=jl8W?<8L;+R%22Cea(Sh8F=oE9A*fj6<`Sqod{ zWow(MSKqCz;?e6POrQIHB{)ue|6FGWU!r-{#Lk~Eh6vmeWl7$1z zS*6~T4sXXR6<%sfv?hf1V@}#i=%ytkT)qRGmNGx@Pv!4oPBH=Zq=0#7V|wV?6sJww z@b;DuXJi$&994(+r@=X^94{u3{Z{2rivf7(LPmX&{fk(Zb^5nakUU)gWo^&_TI>AwCH0?0lIZjGrAw8 zzz}tK|JJV==XIKxJN~Tfl_bG>Tlp2yHGv9bN`7RB2DF&9Gy!E2&5?e5 zqtcqA=A5H!CX;z>)Yre|&ibp>=OuSv#{Xt~y`10tJx7EO^r&v}iz4U;^-W-8s0On5 zVkq7}YFoO^eLn3W2~1a2QW`U{-+<6!QfzI)KM(}_g_?uGdIRXf041S&uoA7fKn9pv zk<8Pg&!mRnZxG$j<5F&g)h(jXETn$|GthEtkWi7s+FrB?Tgk1ZsTDp0 zydZX!^?_UNe*8z$!cRy1MxQ-*gm%_@uc#pak~ zZ9t)9ETG*bU0F3G2|0gxkI(GK1^~Rd9-bde^<+!;c57xePd_8xT{$9kxRFzC@bNUR zl<9C=E08`bv{4l_&Be{!ocpq&QWyl~CBLV36zvkHZfuty6+qf6h+jb_>`91Z>(|s+ zL=EZ*;r?!5#r34#Jm;>sW9LF+EY#w(q?j2(rDK;Rib&oHc_R$S6ujq3WC0I&K^J$8 zh)Rvw_RqPqeB<>H0fdf-Xz$+?p>A~r7W85q6l)Ir>910~M40Cs6ulqj{oYd8wq4JO zyrrd0hIASMXAUYH@{ol`Ziz)Rk@4Z{*LQ%nY^5 zje5KF)e?0eIn#tCzI|H;=~NZ#gMm@b5i*o5vMS)2NqInQZvcM<9$P!^qs1EmyVK^~ za*YP>7n7;8!b3`|)bQMRZDA7DDz>bB2~mzjzY>7_e4`72$$w+4du6dAkYB`z#HmAi zj1frvT0Dnfl5!PaW3|HA&&-4a*7Xia-Ma_Tq?EpwUpgt7FsCe}bC*J;?fYHjX*!a@h? zGP(@0XD&&i@Y5&ByxJEYn-5gugh!EiqTHTkpV=mX9^7cQ{sl4m zDCe*QOtLID5aX}S9; z@Ui%k76N*|(CTLQa#X+()q0DdUdEIb}1Q=pqeBToprliP% z1puzNUsLD9}VC zI%v9%!7jX}$ogWElh?J_TuH$gzxR7SNX3amM4)_JcD^3JMRJ0P>=nK_l~czWI9<%( zFRkU}yMvp--eLpis|oDQ?b2b+-dGdQsVn&T@|vw{SkUOJB?fg?7FvhQ=N?5}NoK?Pi zI_q#TX4(d_Pz#X$%YH6rCKWkMN^x?GyRl?J{xcY^AH&;A&E}Ii)De9SL;x?BqRzGx z|GI|UYL#JM_|_l98tcVsJYXZ}4_{$V{9E~83ek4+3lWCYC-+s0TpqQsIg30$y^4z$ z0WfXC!zbWHtB)nE&xCU8U@m&n3k!cs9PaxX&su#W3j)hSHl1TLc!xAOA+)klLIwFx zts_Xq^++{S13%O;w*T<5^Wp9*&rVL?si{Imu+h&epXT2J2JczD-qpO!tqLL~l80#o zbcXoSnSWc>-uc_7kmM@@xYcaGjA=GwoaBvZ~JNYEaW43K{+hH5Jvq@U$ z3?Yg6t1T|1PKUwDr|REPkP2Qc`rhc+4QBpi>~Di?1Fxd*4X@1qa$m%&!W-KAKIPNN zi&tX}aY<=^byqGS68Q0CPUzlKYMI5j-(Th-+BNDZNXh#@Z@ONqpI`)fbjCJ7Zyp2o z<|4X*Ojy??ugwQ@={~3fl1>5B``~Jv-S*$Vg1BIkn=O9R?@A9ilHi~ZD*R~M#yh#{ zhKxn>vuMe-rX_+>ootPS!(3VNgW9k(e3B8G+1y%aXg_@7IW>6!{2LyqE+$DU(^o$0 zE_|a%2++BaGz3|6mP9@ZHlqAY-v2u+!3g_W&5K6bV323j|n4E-#XfiL*_5cpE|;m&BP@I46s?M@I!1xI0~7yJlW@4rjlxRs0*C<-p4U zaaxu5p2ggvJi{~Fj|50QFgo3>_2VBZE68ouhBGCpavkkXr|ha&rZ7Ar&w z9LLxHeAEv>? zx|r_sX!NX?y|vPG8pw{0 zjQVf#=r-|fVYU$8E)V)dfKR5oW*Pm>^ZmhIvUVBTY5Cqvf7CvkX4-nU%K=Z+QS)zc^F> zykVwx)t~54-`&;?hX&ilGn1hoh4Mz~hwU;%T0BGgr?-!8vXkYZ8w&4>bR|LsG=o(N ztgaIL!HW&>#;id^$u4hGqKL0!aF!sG`6v!d?N0z`2w9vJ6>v~i5vT`pRyFf=); zSel|jzbyMkwq!XM6PMJlN?tX>;!a|L9j>l%!eh>Kn##nD}ZJpI);PW9JPvEC}=ZoKx!-cE0Y%?h+uy_=me*hek z4=XT)Yg(-ib0xrUbi4?1r#&1Z@?`bR55hX>W6CEIRkNTNF*CBO|BJkzcE)b^Hic>qXq-S?Hv`C z_r3d4qYs>qOSJ!kz0|QY#vpO*89CGn#?=S`#vaKPArI~uE)w{kaR*Nx8ozSgYe+t< z)?ofpHwg91$q{_F{komu(vvAieEzbp{Q|2O!$&|cg&&CIfM{+wq2MM7^_oclHBOi$ zD%l=!YW3VF`%3oB&NuWHV{$xnFB#YXd<`YOf!Au#Iyg8Kcc;g&&AIkA@JK2bEq<*K z+7O^>Y@PjkcbHJf>~>U=xJi)?5fktG1qcTt)bM}D{w7Lp_fF4UR+8?ra$?hy$cT}c zX67iJGq1@ooBYkXYJo~^vNVlg1Dnan0BHhOCEFJXJ+W`i=y{m=)O?tmTN~U6XDp@^ zwqxVzABi3qz@jwqzvnl={!BJYnd5XJp4EEvChyBzgTkm%hOc=Sq@^KZfdOwP6A)PW ze=P*~-r{YK>5m6cfa!LHwTfEx$Lexd`hIzrJdUqX38}1k1@pGMnSiJ5(`Uu4H_>R| z{Fcpzt}2KmTAx+SE}@%;{OmJXH~0|*-rY5DkC-RqPo%@iEC#SZNwi8byqLkymYFuk zyyl-jiD?1efPe4F-0%afF9F@`{YoC#CAUA>f8{%5OTDYlRiLQY=Y3d{(gtf=kaaVw(w~6eOg}J;XBGd zRtzMvHe_h{)1QCXgyUoss2HG%7Lg2Ki7!*DHb16+7ikGRRgJ7l==*G^XrZK6$@z*1)d-wT1bpaC59Fl>b-33-4|U_QI|` zy@|JNI$$7-UCvll^-CFNQCSb@DKSmGfA%Dj zXb%F5`+gD{!RdXW6b4TgMFojfiRLAmD;gMnD4KkGxxO9wc%e}q`0>(Mah63A5jt0+ zgI^?>`7!0l*X`S0L846EqWj{VOdzXe=8U=!?9>YqZM|jCw}6V#eBYLzN<|iQoZ*exJjF&omM#P&YUnrE&LwQ}lFtOaZPSfARPIh1ee>o=-rPkX?KUJ5>oau60}8BCaY6Wc zw<%~8f_ZEa_2Wa!;|0FKqltf_P@__|d1+PO(`L{nUi-!U#Ng=W(1H%4xU}!zT&VK_ zy<*`>i1!I{qbr^WR|f^-rsi*ZcnXlA6T_wNtG!?niN57FKo=vTgXd&A?dd8MIg2Qfc`~=D)bCv!^ns56o^e)yq(&oo#$`wyc$CZ>KPN zB3lZ4TS+Ti^8(f*8?|_vyk0u{$r^(Pa-%I-q01;71r0x3f5L>2jgz6>^yi4v^;xfLm_`O?HZ5L?QQM`T$smwD z=7V^0JTBA}_z+Za97es>OQ(M~Ez2$e0Z5>EDCD$I+{_H=-7e;x)^1#ICp-tROiMjC zcM-1Y|BRiylfC$X8xQq8hm2}t9J09~lmH9`sv(EZ=|5#o7(k37g9i4N{Mk|z^CO(& zWx)w+qsWO``1Q6+{iT`WGIEJ~R+(GNr8O+{)Q#m`C2jsOWx zBA^_EQ}-f;)Awg_XiiPKDQZLM!C&$Ynlm5(17t%1po8_jPAw2RbZE+(-fzXlJf+V0 zDp5;>IluGwZ!3}>=?jZq^OYcFGb}I$4WME+U{C6#7L>U*>9(2?Aq)I#A=+(@N|7!5 za#3{rjnNp(2iB@~t;z0l@^)q!TG-{0Z9$Zc{s^A{a$qWZ`x8)|-z#Fc>+^yI$xNpC zHa5jLbTO~HhwNpDtF$8a8{f!FR5y#uP;RjvoN`WM{D*Z$>u)ntIDIUBNk4un3H6hF zcdjiegZeHB#?mHl_HiM4wiN{oR8` zcXfGh+<~+tBGN}RAf03dj-tIZ;XcE^Zuk6!3hZS5K~E1?Q%v&%ZaUzeKo@+V_h_q^ zyyd5pM}lcr@9*qSc|K<#CW`a7;+}{_#{3XZU8nZ`o57EnWJpIN8DJ~bxuL#>+uo@t zscbNZQ}Da=H3wuchc`rbNiZoWNpHY49t=!HFmO=d3i#(Ym~FnH^H81G;8w<0{`A1m zKcGA!aYeP|C2=KPI9;?0hJIx-3H%-*p&1ZgJj`?Mh1XWM|3x!botoXck0e;Sjw)T% z>e9>f!Ohd-oJd*qX0DNZdyw}b5Uyd*+NXUklT ztHa|KKxe|s>8UY@fWVv{j;a_-bTx|HM+Ob8g)bqVTkFwACECt7KlhGN5 zm>Uy?Rn?E;BS?)`&Vco{|Sok-#(DPG&(ZexlYukMQG^bPkGW94Rr52 z3Bv>Qt9*Ev(v;!6R6Qq0o0?xF38S-|mZ>(!CKFVq;jz@Lf2}c4`%eaWPD{=1piAWh zKtHT-w>;Lc6&}$mkg)!?su$#cbMullKPej}FkgFHL`KXTc`%4sr;5slihh0LoT26C zR_Qq5_mV{5@q#D2;K9t>!H<`v{5&l%y6@DEd4eHijYElM&!2AR(g30Ka01ua+=U3< zDd-?E1Z~oZFjHIh1*P7Q5(gaOgaJ0m>$#8A&xf)4tI~IGCH~U=B3@Llu)(whVyF5e zrj9Z!IcDlrmlA=nXb6k6Z(aaJMZI-{WtNox@S9>cAt`z;d;rwv6cJpLGIA0Lr6d4= z3WUTB!Z6T&qR0PURF2stJ|Q;-X@0trY$q9)_nU?Z?7>cnm|3d(GHwSiDYxwlw)I7) z0v)unvV=&Dq%v#h_Iob`5X9aC*%r znkRB&o6?L;tZbVOvix$*L8v4eh%RPegG+9{w2NV0O-kK4%5;R4c2ij_FFf zxuORy>R|$fv>ZWcBcX1Z440+Ql2VN|S2!uQ9dL?Ux^#yEdZM9tdGC#4T5W0JPhtr6^cF6oLZpP> ziUOt5eBl$27gfN|&N#Cz;*>Uj1l2V-gC_szW{3xDf)D_#Aa){8wI-2O?ZbIEN(}1` z?*4`QG%);k1SA*_?LO$j+b_GcBg@!Bf^e#El%+KOgI(K`doO#$UgHePOs)>Q$;IDJY$r5}Ye zjy!A@ncmFmM32zrcr@N67oh)U#-fmqLqQ1x1u>ZC=bsS3AK7-W(E~^9_&&oXRNyDr zgFprDlp+5_v&vBN{5)`y^BA#*RbQ~2fj7~!67Ej9?Cl0rjOtW6w+B`D3@yac)cV{D z^Mp~Tzqs(X`Lx{Rfe*@R^;HPxTbVG#d`~5!nGeoYwlMso!fz#VCo!MTeL@sH9H(Qe z-jXV6h}w4t3*?0+5kRSy#KvX*{Gq{HwbY5T3^!K@A-|>zi4VB~?>7j@{_RXjz9lIU z2%LF?hck;&;)#fIOigavwGaZ{p6Kag{6ASmSy#sW#o>A_gmG%#!sA;T*8_Tta+`&X z*tZAQ_LWRJYS?%c4T>&9ppvB6_g&Q9P6U%qS?EH{+!Hvq;wt?ws75u}^%&u&y|@+_ zxuW;={mop8^_p_X@j8b*rHO2ZW&}dl@T-iPrB)b~!`nvFo3usgNVXdm_f_?;*6}|y z(Yld3K{ZNK#vyGppM7MtRl~fwQh2bP>ThV|FeXdOV=B+J4vY zIYgHJr%Icnl(y${U2{A^m$M9Y8qi=w5cBOFW;3SM zSL^0e6WOR6qk+U_<5zomwK+QjLZ8VoIV(eQUA{*otargE=j0Hl2W9|ZBHz>cfUoQe zS{t6F1n9^;ppG%+-=`&AgX%Llpnq{_#Oy$ld~E*#8OBX_pKpOEqA${1{Gt=fsX~E_ z@9T>B%nBYPb(=Bo&%tejp;*}Lh1I4iNVIJk{^Di^m+Yxf|LPqlc+dpr=_Idetv&s! z*3bReg@W|APvQ(8N`jc5kO8)s2uWl7+3bH0hz4hs%u(4Pa+AMmBwtTb1~pzU{*}>9 z`FYPc9GPEZ@!sdG0E%$5dM1N5m+LKJc%Np)|34Y~>hm}ZDp4f=7}-$#xFZjal0aSQgb8WDm$DwdcH8j!1)9oav&~@v)$xD zQwOLHI)7jX$II7#ja^0JCAD^ySh+nqb-I-|H+Q=oawN~HC5wc2{A?}t^1huYA#;WTXSD5qzCTb=ppR&VQfz@17!JyZw*W7Y zg^#(;jq)c9ggnLeyGC9KDo6wKJBmtnWld|PP(3Xl)LRB0GMUZ;48Ga)N~R%iO}iHy zu&Maw%4~wFX!hk$b|bv=Gn?LE%!MM+Vb``A0OVVl9k+N7#=ByC%{MLoHoxugb(j1R z?Y}laS`cTDsak(Ls5zk&Bo8xo&Y)2CW<{u<`MOy6p^*U^- zC5K{R-(r@@@L_(o-DSbOiu*EK&f+>skF16J55Hve?A9xkthgA}c05;aI8?COto}@D zt6#}bQQw!be6;WU0oP-#4#WALpb-fJD*(+-s&_fU(X4}T>kjNH+|ny0vsm|_?0FFX zF%u6e_p?={?A`gRF(1=-VY11bORN1MGCe8`{Wt|vUG zZ*A1Bb7_K_@j=s|8BYV!Sxhyv-G#}Gr_=uJUO>8dcyRD5lrKjksN$MbKzAOB&@l>F zAduUL8huPPNbOqLB2y{v!)53U7_SagJ#cf(o z)q7kraQ$A2ImhdSuM0Mq_05at#$Wi1G(kHvIu5K~Wb`?205Nnu%oU)v(e3)D!5R7& zFr-5CCGEV9AB-jq^#&uO*`YWOtl3z+g+D)KF8@DLl_GyJ5s4A1vqYf5pKRY_BiM_9 znF-a|8?3g;|Jn}mgtljeuaalo+^H<_)m`qi_szJ9t^9-rf~b(_fhEvN1myD1Pf5c# zDGwG$xH=^gYl>fS7fx%T0U98J*2P@v1#vCUPqjKPDJl8mRRkQbEb}mNYo-{5r@ndF zTw#J$6;>B}`E6%YD%SeLCenoKOOmev25th6-4zY?0~>4<{}I;+RS1Y%0f!i8EHw0= z{9;`GitvQMBURb{584y^Q*ucobuWYmA^y^+A4?-Y^U9Rw@cv}2S8NSK0vZ7Pv;!%k zLJ;lscL^WF{r8uuXYno^p#PCWk&<$3W#2Aa-Ry>)0jINu5QDv-mOsINcluBnOKYT> zML=s(`yej8Z1Gnl3nl;!&9Yx!6g_#N-MieVi5M&er~hjnNxwmGO|#By{o&PqNtR+Z z7s#MvCza)mqjH7-pe=T&?fE(Qdu45Uy)7|)je>s<7N_$xt>%5&uNgZ;jbclI@oZ`ASgl!Pl|7+OvWTtb`^EQ!zw$tewOfzyd$s9gq=3HNZX0OBdPgjk zM=I7!kp2!so3nes=H_PCwQ=Wi$_hLfs9M)1JzFcI^CX(|C6`nc&_qG5$HZ44TEEO; z_rBeY+x^zg_tjir+)aere*%--84u7!pRjPZMkg1xn>y!-g)zCm)$M%bt|smJk3k6- znaX?%gho$E|4LAJ052?&kXuCPg${JmOV&(NH1!hm9t#qPc49UH6~|UERqHGt?=5Vc z8=!s5a#uvlObwhKQjcYO>bd?GgPPxq0c$CiR%HEuy#P!A9E)Tg@a1FRXiX&99w!m&k%fY?e}pgn6I^6X8-_dK<)-kQ>QP9UMInJ*i!Wl0~=L~9Y23Hs{les zKzarNWhcCN;r3_E`fV1G3O)r)Es?(ee*F7DwNTNeNq%^UFG7$2PKrzy4D1hN(E#)$ z2tGn%^Ma`lu`WlH%3p8}cX5!hv3S9qG%EzHIFA)DsQxxt;T6d^0hpxxL zSyY^!Sf|CVJF9-^(D^M#^d`>LUXl$hJ2qtsbf7E6gfc`F=Ht;6^u>ceE%VEPM7uC} z-e2g4POD6~-b6VPVX}3{QdKHOFJbc-YltGG>eg6UO39Bxix2*Y{)1SR&&j@>QlVD; zI&WL`*a7O;8e1~gL~?H-Q}3vMkgf=0mD)9Ul9oD;+95yBf{ejlN@BOg8y#lFGtSjW z39zZZH{xj)Gs12Oos~>&|4Koov>AP>g<@*ZJ^yg)LoFlv?G*Y@<;_=>rWEA^qEO zu`EonJ|rNct2k8}+1oYuR-%pjUu>)#M$4z!Q%g><^9-{sd@un8(iPqIY05~G^^%iCeiYwmU74yQ zV^&j$b#D2`8%%pMEfk+5t-)*=zE%PiHmE|zbZzjod zK1HAtT7LoYfARtK|2k*wxSk4~$}X)uGPDS_5b_YtHjac~R07F|D6t&pV_F0&3OQs) zOS9KqOT-(I{m{JHvELw}RAZV0OpnDsb-OiD2 zW4RqohH75Y1RqApKLmO%%ILLX7*kvheclt-xME|N$TTAlY679@Hv}I5mX!ScNv}iZ zUx@!zi+skv^Bjcl;AuT{*r`xllejj{B+4l9AI6OC`5in(@jgwyq5-yb8Z;R@ z9qt;?#JE|m&K%Y=F5Yb=4u1C}<$*n>*uv8u-06)g9~f`kzswlRM+i3T>aKP5G&HsS;$*2+Mpb|O2ZBws zG|DZBq^$m{0xoMNt4AkpZ!L$b#%Dmj3xuy}vaY zejfuTOYb_W_Oeyn{SMpZ$A$s-)N)#&drSm^091D2K3{}e@LafXOXqY_LVUt~8z6Ab z6IgJfx$FMDyLozVlABFiB6{!>(!c#rpt~k^ru=${IAML!_Qgg~ZSzHd1h0^8yutc}`DLnuHjTv4HVH@f!DQ89N zb#H&(_+L36w0uWME7M2XlYJ17oj`h_nY*%VSbfl;NH~Xv#2B0dkFgiL0gbt-&OUQ3 zdC1Hx$W{azCBBU@J#3AccRU&*5Nc8+Dui9v>2tL?3=0ChyvU%~%MwXYX}y`^+D0_t zM9TQpH{KrZ-76JL;;f0e9A@mdO1j&v26uZzqa$MzPzoWi`S^ZIXfy>gn0ELbv{rLs zz$U%`G~xsTLR)7^%B2vlJQz_LJB_1_Ru3H~&jg_%1GBJe4GG%&G|q@4-d&NRKN>>U znT5BgmgOG!p+_N0PzDwf2dN=r&6l&-_C?Q7m_KDjm4KnW4}O(m7=omgducE1nN(hqDMEMGr!glp3U^_s?p z2;@9cf8meQj1nz$DHgrURZ0>-b{PLNIRFlZ-jxUjkCjG(AE@gadWA(E;#+A(Dc@|+ z0onn8me>Fcg1PLu@HqC_&J$@n2RN$VDHg4G@A!?0`DU%7i-}O9xuAJCUl#CGj~o04 zC}UxdwnOb%F_~!clsFg>vlYq9Czj8Oo_2Tcy1&POm0@(#QHNdID!AV>wT3vDcDndU zi-w9dl%J*Pn?xW!s|w3m>WI5dvrxwzVV$ez!9**ZdTYy|;rXoQ*3;X#a|noz*5{Q( zr}xWi@Y;pT%lBAzKiUaOON2Y`sm8o8xLk;|D-!mXd?E>^{0>J=`Znv*e;6}M8&S8Y zb*=$x>C%e3tceMuJTmgX)=DC!ZRNGK*ZfqH`)q^f^gQ)uqPDHYFhux%fuP|VRd-Q-I2G-8Wh!QdV0wvY<>7GmWO`gt-7crGmNt@(kpGW9-_^l` zP>-Ak8`R|J&d1xY+3|hulk4=CB!kCjIGvH#RmVB6VbJCvs0js#5~^Zd3n0wYE!=Cp zfoz;|ei2k_yof)j+y>heMkRdfT=wWTxXV(e<}B7x&jl~yDkz~7(Rs-1%*Q1bfw-0KX0m8cZ^Yd|MR;f;JCg&YD|49 zp?o@a#E?OMnKD6Wv$q@ZH6s;yE+nfZGcleG!vf@_Vi{sTOC`TuUq6?-w3+=^$EBJ7 zVcrN(@cbJtv`f=Wv~x%ePuxRK9c1oJ<=BiCuCE%J;D4e911M*$ZZbNJUS<3m0jDn8 zuO~ZnQ8R3)#pd&)K`VRHW({DcXB0 z|0D#HZ1DLVs`%0wQvC_8n6HZiLDe)Q&+?^U{1f^-poH6;Y#3A?q z6oEx^B;|EKDJrg1ASEh>6W@gJ)t>Y%CPEwl;MlY)NTsEAlN1&bdsNgK=?#?*EC`Vf zFLVp_OqVclaJ>~6#lQN&RF)paXpHm4bWr*GPpHeqNa!q0 zXNH#~y^O4D&thrQpdpwD#@jA5{r(1>^U*6QH}floH?Kn~yzHyMM)o@XC(af1+HMxO zh+wDKGc|-$^;NFfeW#m-XZ0z_22$ZPUu)Vf&tFg%T1@c6Ka3#`9%nCT-)PMxYs&0H zpw9R$=;asBiTeFi73%2W{)4y#deYx9?}%F?!^ms+PaX5@)wb)6n#xv5LK}nCbX4jZ zQvAe5X5@eySmZLLId-uw9Q8MpiU133kig#JybXQTsH)Ro6VD<-(8{I1^XrvTTpFkLqu1{nGHqGsE*k?XGtVEN4K&N<^j7&aZ+NerIqmCGOdDEAAfQk(`P&lr?Ln-$;w+BhQ+T zvE}Ox5+~-|NU^j64xz+L7-Yuoo*4@DZqO^5Jafx)iflepa_UXeP_Eha{`LZ0@QSHM zLwV2M0ks5O+x$by11azDV&;qA1=O=6BGPXMNf=K#KeJGHZDNCu)G7dtn3x9G;z#?Y z985wfVaK};P2szvX$@H|yJqNQ=co_cwv2YKdg%Q~0weZ<;ct(v{(01ky5c%~eIL{k z8#=%}5uqZMR*kQI^`YnAJ$L#awOPb+er@nWsT?<7%VQ79;u7#$7j8y3QZS91=*2JX zo626nuby^{>)dEvo?sKS!$%SGU0koWxVk=qb)JyV;qNEPhsz8hPf~PO-2Mk5NM2OQ zq5#F>s=Z6#x+5I05bZGqLA}{K@m@c=M6o~-$BBTP{~Y65UISR#gj^L%C`$->`*BE4ldx)kz5U zD?lc@yJ{6xp!Jz!^LZX>LkQSFC{_!-3nxF8t+{w}DESD}F zIE+DYH*8#jRq3`~Z0A#hu6uBNBKatm#Hghf5Net{{1GQOS%d=o(-0aU&k28V(tCz! zyWdG$)h9IB$D*a6MC|mgYYm6;^>$SZ4eUJqNcXmx$Z%lxxJ7VjnIEr3aDk>*G;Q%F zMvpDvfucvBfD~+CgMwf6oCfUT0n>kqRUC$c)qNrho7LYnKA0a(N}IUVB?Y6=mL+H z(!efQA`Y(W*mvoA!Z}kcMe*EwIdDnVAykA+1H8WS7v(Mi9T!#hl2@90e z3UbZOr&%O-y{SL9vXQ4evt7jh0_Lh5ifA+Y856u~2X5o+G!* z_<4U2_7OROW8D=8b~3IeajJ*xr7wH`27W6e(xNZio^YZ2%<~A9^7}cAl)C$F^|hu~ zN$2gX3q~yHQ^ePNS`EqWsN-|~;3Zpu9oqpf# zNsp+LGcx6jCXO7~Kgm@7B>3mtfz<|11PJhG*BneO*f<+)_l17SAkXAK zv$33>$F)>epZ5SwZ3^TY$%}rYG-S3mAc@d~;-;1*+x&+|kGwsSTu!K)guAw83U|M{ zrvKX8XsJsIS=vuL85^O;B9j>{4b-ojJ5AL{STP*nki@2lLn8E_h$6)FTm>-AwzJ8f z^FB&{-D_w-qG{3)GBxt^nBrlBDiI%GX$?pPS+{W-zotR~J6DRzP zb69)RhPgP?<*NWG(uyt+t%|NM32Zkbq^B0zy$l$_)xy;sRqUU%23q2g*LS=|Sw9Bn zm3%*LP!g9{m(@2s7cvBT&E~|Ot=3k2gxMsUcA|r{F$cX=Ul5uXZ*4xR4=;C9`tJsy zZ%q4N1zZd-aE&xq@-UgbKZ!@@_;B>zXQQkBD1a6J#urJI8wK(S3z;q$RTNh|735W7 zeQ_}Foh>n-?U?XOlZdOP^DWCTJjsI3FEvS=S^+81tzsL`v|feluQ#{CCmUTs{MWCv zj$!9o%+QFgsT6!MHk>8CXM044>fYWbYP7YaAkezI0Zgz#(y+^p*HNtZ7UP*|xUeI= zxhN&@9aplg?k?I-7C=0iS;#kf97`DqXy@=(TyR`_=It8MKvjGC!A2}E_z1Vh7b%kf z3ToiC;~@0M@8EQnsyb9ZE4NBD#=Sl0WWcSUz}>M!!YrA1LFCWAIY)4`ox{`{Rp!x^ z?hkucQsO~FP&$zDNJI-5AgNIR^ILS)h>*zSs$Uc9dZuD{*y_P@erk8A%d3uurG=M| zwKT0~juFMm1~rF{!BK3T(Cy`I8%<|Sw0H{#+kmb5^IEFzZzAQ~+*-JX;Ibge$bMue z!(wz~KHNWfW3@%$S0uo%M11z$pEspdFlGx)Q!aEXmQW`;Rcy25^4xsM+UC`{Rh;g}<4S}(l^hQiL|>Y{O<@d6Vjb7xEa2+U zx(etKIaB;FSNv?0tuU&4&qS|&n31|?)6%qmdmOS;-u$lfc6ed2`;pz>rTOyUz_~yf z6H)~ZT>l$+Uou&i*Y=&D=JC73(PuyvJTQO#{YNb(irI8}`6tuFM>&IiOnidI%WJ+a zIr7KcdHWaF$fb1)z;vpOdfnwQUZB-eJ_huIB$H@Jh%;CnI$?-n7M*I7UB|DkP>mBz0$+vL`@yS||7{3td;jxKc{MS5lXWH{3k+;2w0gQ-p18YF zAkrnf^M=R;$i&^9MYIQxOT{M=H|9Udec0k7L z)8eo1p(h_4xjFlwc~WNOiWD(48aTBXHzr}euB{Bty-iucU60hhlFlZ&9#VyWllngJ z^$i!es6Tv;*vfO>b;@H#q%>W=PsK~Pv`>&@%ZvJkoD0d*b0(GAl;_J>Z7$k)H?klQ zvrKFrwjwtnDq_30nQ1YB9lJyc)oI4rq38aT-=l5Cv@h1g)^R=^8>Ng!Bdzs^J5+hG z+1n+1udY1PS$;$2yP0e$+h!>nm#p6}W1XU&-*wFlR$oLXNHy>p$?c85TXM;8I3Vum zjmcwi5{GoQ69yDtBd>geNHz#qU|?3S2s9YYb}@BXU;Fjbvl@y?Y1(`d`kgr86K8m_ za4nF&EHqvvY1brfTZDPXOS|Wsv$TYO>}SvQ)L?xYts=-SO(V^aoYPpiw})eqAG>&jBrBttH88%o z_^R@4=TPp&I(^J&+f+h>PyhN$N|8B5_+^1k+!qU0dgEVwsHr^RNqg2lYvYAhbMD4o zl4vw-#3)V5@b<@*(X_~N)2mLzK=4Rw?!x>Tuzq3ww%<2uglOt`UNfA_Y^}3{h$Ru1 zg`>W=edM@uoFrm^aKKmJHPePb7!;MQRW5VNHkg<$c+|)%?gsXIrFk^o!qfG9E{!hM zukAz=g4WH9T}i{Y5G>U<1zuwucmy7=e0n-BHqVxz>5H$R5OgajtO%>!`*H@ukUDpo zaj6Vg8E|;*&Nu8OAx)YPh(R*L)OtpPY=ra15_3e6s316fP6df` z2(5USuk6%S#udMl#P*x98*LA}WicypbeF3JZhr32WLvIbyGhANEEbKEs%v+Vrlwq` zi+!oP51+=Xf~vc^!IDNtj7)9SE%|yC7;EI)f-H))F?v_Q;0eT&F?mh!55kl1!vZm< zmZFyTS-+0eU{Oh zts&z%00*WctW*RwE6ofeoYfQ+uX{SobuV>T`?&iKvV=hL?EcB@brdH;(~>mF(kd6s z`?y^*d+*{XY!)Z%70GG{K*OC(zu9~-u?TMK=qd;}OlTV(-%6>-!l zrXNutS6ChA1@(jo^leFjqR2HL83tEi;j@Vy9X)}5s4V^D@9u3-;66na&uh6l%V=Ip9w!tsSK|w-A5UMZE9ngP;^;jvS7|CFrkzl+TzZpqNzx7J8#TV9n*iOgCk7Syl7GTrYzFDF=JxsH zLvUBI@cB+iYq}sU?_8v~B?q2L3_PfN^*R$7=Med%_w(IbU!;HZQb6S8DtK4+js9r$ zHgo2-jK$PS0k6Kw`R1|db>~F=vfAw-&=dCU7uUUaHcg^M6}O&1gPN>2`1|8q?t#8m zKQ!2JqEg(Uw#(x90A_y>Nh9b8*=d{N(RWU7o#+@F{KPFF%iu!x)L(zhJuh<|-df z7Q~;DNIZ0Z?w=Oj%Q*oqWi-Mk^bh|&UbfRCw)=##e45GFUo<~-aN=*CY4Ibw^iiAh zU$9zPY6kn+Wq(H_kj;+~`92gc3ohO-f=4eC%!mx+u95DzBzF?Eh-;=qI>`MOL4bz% z-#Nb%W%zs!Zn;dC_cF5r{J#tM?FJ_}-j~st3P~q)g$G^_^$_=Yah8!fz&ouqZz5t9 zfJL02XX#)wQ{TN@w3$pBfpG1NNypn-{jf{t0t;)UeAgg-z0t{}qmgY9S6bGvl9niE zkzUP8*`wVPaN+mgug?-p$~kL2F^>=D{Aurn=<{=E+V< z?Y)TnWVOeew9A0HZ~ADHxEO*49AxyiyRWF45;fEvTY2Z(I>|0yooinm1v(pbuU_fh zsl3n0(^FOKVoc8toK=#(AG;Jo4=4U2%NmtDFLZvi0c%*wlx_bCG01p@_63r;7C3Am zkbgw!g)wZRWSjE1cBlWHcuWa zm;Nq)$oOS;nBF_Cb7wN=#Poty_e&!!G&PDK-5XT*Ye(;wYKZ)%wN* z=c!Bv#w!WNke!DA7VwCzrH80AU6SKPbGS>DUb?`2E=q#qwUre!QBU+oXWQ+;-S9VZ zSm-n%{Asxa?O?2`6?cu#1_7TATtDD_VHO#h2$*#R-k}y@`Yl+@(8gM5v@?f)&w;DNttgUQF5zDe!d@G!9_Z6s3znUeV#S(&w(0k5TYrPvqbpF{D8F@e>o5 z7~(p%v>OYSUzR9RU^g%q$CKeQ2?b;x%A)p8{YaRtQIxyC^f3PPmi;65!MWduuPauw zjw+oSosvdP2MUYmp2#-+V?&7Na~}ulPNfmOS2&iN2RnorG|kO zUmxOTKmc4~^{4A|d~jK0b)=T69$sQ1LqVl>0?)sTn%-523xo8(X|U#}RWor`vXK$| z&NR%`pRgQ$m3&-wN>AOr?ter|EOv3eI2*{er+4DCZF6-MhB2DAmFIU40d#rk5j)xP zr9(l%EH(ir!BoP@iHRD>>wKU`znTEbK%(HD^(#_?OD2$*osw{#H*VfVmKu=ZewI{b zY&6j&n2J%6_g!Gkr*%e%Xgzr^$W;4Jc}7>fv3ZS@AKmj8ea{2L@w)WpCF~*r$QO@R zW$>q&HLM5#tfv0```2J_RExX#xcFxIHlxXMtQP#idaQ(Fk*K^eu1Ug+;)ldfZu5#L z8)$t~{w_Lx4=QL;|FK-Lv3gqTLyeqHx?8nGJ3kb3a{R3c*~~@#@8x9dH|P*~){!QC zRB9sp*m3U4NeebQg!-hvadp=|eV5-Qjob|vE6zup{}+Yc z*|sn{+xHZ`^wCIyQ|d{w%EwYH`<(k<^CfgYSz0k+n&;G;RHRaiOtb$b=l4124+b&O z-u?*zGXS_l;p4!sg*xcw-RyV6!#T`Nvt?)<;F7hOs2HL=RYqz(KyR*gFx!LuO3HfJ z&j)vY-=YdSD2ILbTj(b-;@qLpq7X^%w%3(vU-=5joTf4x4&=lU85$)bHls`t3wY!^ z<^Wo#DKG9GCJ?SaQbRtV;)V5t2G*PhDY{Up{Mc8n1uI_+9A7;_#BJ@yQJg68zPVAs zH7bR>)l8#q_w6V2`_~_RqkOK|7Df2!)F5HI{EergkbEOfK!+EVz%lnvE>0JrT#c-vD zFgo%@MuQzt znr~*qLT7UYqbWPM5c%%>L`3iFDm&=P{V|3qGMXx9jYH|Ub{c0zFZuG~?xiCmD$e%b zzhmHa3~;cDr*s8_q=UoJdk|Up&ZRMXOI7}+4U4z8w`)r3=brU?3JL{1Aim@yRMfxO zZxW}j$?fc_dOjBvZ@KhSIX&P>twWPbEb60S0ZN*amotVVM>lhGTd*=oBae{OL6TlRrgdCMMT#1UVmX1yZY%&@zCLh;fWmjO zow2kK0(*b+A4u`z99mhf!yv^yzxe>06^!HsBEg)~xDudVSFdrZS}f7i{NGh*G7U0&t6 zYT~|jLJz|22p>J%(T**^dTW=Nnb{VmhD%DNH7fk$Bd(wf!J%h-7TQ4HyRlSISJ=^O zOmW&kJwd^*P3F-r?|xTCI3m zqJk!udE=@g@@}lWshNliy|3>|6vW`Y z#Q}mD1|AMDFUF+Y?#9^TzZYqbv%bFAYu&!`K&6Y1YUkM@icwbO^17pw$^Tbb7`?&8 zE+2u6;HTSl4g+iGeS8?5R!82T!OUcBpQ)KQW?pmP%oXe)!p7i5r9%Mp^vbh~a9h6{ z2*E{4=~c(dzL498M`6%BIJgJr`SAY(VhfN=%O_*xX@F~k0vg2x2j>e45<2_6t2Q!1 zS{IwgCTZ+o<~beiOw~E7*!xN4*~(>T=(6O#YT1}zEsIKj8IX;!ioTwHMS!tDed}1` zJ=#0@V+>oV{0PSQWrzD2aael}#S0#Xe7oS9-nXk#xA%)#&P&SoQIWjO?{R(HEEUPh znv9La0jaB7EF}30pw;)-GNOT~E>p|IaWsEySPfm;uN^(qkOl?r25gTUbDj1^?h4bl zya;DMLp{jJCVJDMxb_E~rcaJJH+P&T*ZxdKWM9gaHNW0;8K}fm(7)AX>A+og1P|** z-x_Jo675QrvG~i0R-PJ2)6L`Y3yl|gvR~sQ&)=GTGS>B6(vu7a>|6pzJ*WLqL|RB* zPU9H@3bL`}H&Dw*s=}E|acXt|3%*zFO7)pJP@o`T7G$f;wT+x^+N3v2VbtAzMj78b zZ)@f1*O<;NJjY*uHuxI!5hG2x<`~3SeriRI7+^sjn~lHbyDRog8TH9ox;=)nxwyL8 z(f-M3o;9z096sL{Zp@QO?pb$D`8hFKOF;TqYCPr%sUEtjU>fWZDgFX^uHqW#vRBu$ z8mu0oqi=s{xH%=PNHwS?-Yg=m`I`M$r0U)!z4DXoFA>LDUKb9{s!SB1qGs{PdyQm* z(jlL-ZQT0gpdrg_cICFz>UH}LLk;G5s^+F<_7VgO!N#Bd z_WAI4a;>RDvra#aw3VmR>KGv;!(Egd&5UdpV zo>hI~R>76tqb((;#FRnum^Hr;=9x9fSmPfSzVQE7b1-B8tc-9cFx7Ln@vgej6f8rc zZtyMTu~?SD@DA0;@?5chU>WC&3is&;>ojOWSB5wVh@vT&8Yvqx?JA$1OfIMCEGk+m zFc)T3ZDIEr?54#Cu&t21N{bK{wOjkOwSf1N<4>=*`id&e=Uapw9p%VsOl9RgJ}zWJ z7UO4%_oB{e8gUdddtgd|qHNv z5~oP1pi1Z0=?s_X$JyVE=QCfx@T!ew>Y9$u3cBvcTesu(9s;b6<_CbWTH0%8-x~z+Whs^-2=6w{&@J_&+ys@X zn#hFHeFbQljgVUYjTHS3Z(Ga5uKhP#Sux8gB_7#)7XbmD!+*QQxVf$|?4fWF!MB(J zH}FJg4{@M`-vYHg2dw<(uGe^}w}|bB#BTdg4A2XpY$!WOtE0@nf_8HX;AXvxx$FXg zz@%mRU0U;3#OEtneOY(R!d;=2yTL5;3>Njy+Faqg^kD3mPI{!f@Ka=t2aj!}UY%}GnZC*?d zGcO*?`yFns(Pami-e-(~oN5~#A{5K*^z5VOVYgYdU0=*DNnV}2q#lH#Tp8&8lK2gL zV@Tx>(uDkX4`A3j{h&nlxBe@B{c#n(YV1UXL;{-F|FRJ8_MEQLO8f866>X7ZZ}QU* z68fYu??i@F9!|fLsB|n_Nm>AmA&*|t50W&FmtZx7mJK&M>R;)`hH~SfR~5|1kN2`{ zrQnavi!%mjG<^{qIkqabwtt68!ZOfGzWb-mM z(B&J|jcuVC>m$7*rRw_rNd$vZRTOUY5|L=88NP}}LrRyI&3T5MdeaQ@19{+1GA}nJ z1ED=Z)JE+2BZ3lT)V`7ZP$ReZ8Qky9*<;rFv8*?ZTIpjvrI8(KUJJ{yj@M zM+h`sewzO!r8~4=j8)t11}^kg5?GwPzi2blbGL6HN{)UR5hFt-cdRj1i~B5#^x5el z)`ZUm&rF{x4A?+nr3z~Y!~b32%QrEp=WyxtFgNfqFJvS@KgkzRTDXs*K*!LG*T zLy^0jOf7t@T9uq~xa#1^-yq6eq3s%RjynMhO&{DvJzw5B3xrX_&?s?On|($T0S3I`pjt-V3srTv*n8l_uJ(4 zZeEz=S!Yh)Nd&REUYHdd-6-d>3E@^}TMJc;F@>^YN59~}j^phAxf*|R6EGqg{7k6h zLR;SuKwH+pPtoCiF=-g#j~i2%*vlUq{Rexwmi;+CLkv=%@#P>uJL6qKvsRkh4(P+0 zPt-a2%3H$OcfbPeMa@{DB6rl!H00pkIdgKx`2n`TitWtkMnYMs z^y740I;2|QL(|Ocbsl#z_P&*ic=YbpLV0xx|E|qgiDmfR_PuxhlUi4hHJfdjt*Ta( zu^qfaUz61r=IE{Wav+=gtXBqm)OveqSrX0JzUzIar(%B-m(Pr*;Z74B-ir^;ZO)y& zt(I|Yn}x+;0e6YmcgkNo1C}K4Gb}h9tn!Zg{QgCN&Qrn;VO#z1(xZ~==QuORUO-Pv z`hwWlYt*WkO|I0}_)PYuc$afDll8Ck7i*g5W1{;X>Aoz;QCxOjv_R5};S{rcHN1~R zFLL{5XT-BfOA)|voW-BnUk)fD#b4Ek23CfzA#8dpw8Gt6_L;v$a!F;gW#dDu`JW-2 z!7wqYR@22y*YBxv0}nTQ`*zLPAGnT7)7j^gk5{@QB&8~flow0ulesk`LJ2`+pglZa zEWE?IKns1U8~>nD9|B1?P5=gO%A?a;&K;!#aWCgx(> zu8bv|>O6B<^YP!dWughrM{mlPg@&MW9KqvgN) zfRyi;g!J2+t#?=2u+Tq-zg2n0vYI4nZO{YQ-o|koz|h(2E&TQ0uM{m7y@%sjZZ&HO ze+)JxJX2)k!W(_SR!oVhB$P>)xX&0-WnMoXvnQDgI;^s@l=n8?E{vRp=~Z}u7>RB6U7#4HOb-?;f2 ziLWEx^}&H<uY`H8E{C5{?phZ75b*@r~JYqnyerP6yDxbe{FE1QI(L z`(1^_x=$~hM!VuV)=cm1?>2S=_EUEL+yBWlR#k2-p;0#2dxx1mWZm2hFW8)=-tW&O ziJV0YeW(A?|1$56ScnB$%690RDN-TJgdRR?PbKi{LWRMJ#b0lGh+ASdUdHs;qh$0W zBT`*<<)DWUnVg-4&diI3wNGg^RqmbrZ63Cj0HV^EsdFDNYFkN-v-hsrrRIoi+0ap- zn_2$gVrD5TxVz$#p4VQE^uvYBR^UglFm?`8yOQleG(mdcHZ=AvldkYtf=3%BAgd$= z<%;;DhC~(>NZS@`zq1KqFk9ZsIEoV;r+oMooKSVQCq3As8y`f8xv@yiLjfMD&94GsAUy@< zB`R-tzS(%7T-La`Kq8voIDrCDL^8a^&m-8^bZ9_<^GBkVE_-V2p?lI@{*UjXD%JZO z#%6`ndflRCUaLjtqC}k6^dLGcqoMIcjK&rI(ft3E2T@O82?yuun`oihGCkhA7r$Q` z&JU!seJCMLZ{~iK822LNEUG=@+}qi~AO?o?E3) z#%TvPjL$-hNn)PP6XFN0++EaCTUwv@cDL{nm18C>ebr@$JK`74xc{My60p|MIEmp$ zul)HcA%>>PaTotuUf+dpH^uP#-H2Ez8I4frVlt92Sx7F3#-ouM$K%`Y#3mUwh*|SH zDeJE+tmj$Z?eT!ak7#p218=FjCn>$qs5e#EADA~ZR0vVumP5ORa3sU&&H(+$Z1~^A!6YON;JE(3*awv7 zr&CXu-RD5;i;eG7ljU$CI~l_`lUlFwpEIh3-kV-YO*gx}w+F(oGz$qaiY8a;1sg&E zkIkzJ7t+R-welu>l(%ba&ymmfdGq^byL}vwB@-Xtm5_Yta>|W5$T#H%JNLs*F3=FqLoRDX)7DAJbEi6( zNTeT6UV0O2I&I!94qj{=58>l2*sfrFe`xTZYV!$Rt23K)r^!ABica9)qLJ}R&q>zb zz2EcgSr<`h*zN>=t?>Vin6pRe8;$!DuV54aGIg=9JSph-x3$h?an3K^VHnHzeLQ}i1N)|NI zy0x2L;BH9oCcXG!iIvyn_CX!|v0sj+xb2mz`OW3NUwm7XsTGdw8@v6a83cs~tEctM zlE3^W^&SniVTf~Y(nmef)aNtI&1m&SEOdg_6%90f=5iF7=FO|S zK}0ViRLkl9^wp=Bm6a85=>{0_8GfLJGn@A5=UlOe(N@V6 zREu85j*Vt(q37T2!+4(-uQ`@(D@*NmSKf>$&+!#07fsnrj4?T5`>Gc$%SVxvCv*nN zl~!Y*#0rEzb$YZB0N^+p2)A1Ju{&gILa&)rJt_MuqDA`vX*E%3w=vEa)9B(F(BXjP zbLK}PwfH$ox85)iAz`Twx#kn{oDrqD!vKi+9oujLx!_O3>-z|{!UG=_q~jQ6H>f&e zzlrQ4x!OevzLBR<##((Vv9KaBlY|vHOkK8fABz}-b^l{+x~-l1lw*33>m zTXsA1Dt}&C+w{Zoklt5s<@XF3D0R08FcTJzKvRgJasPx6K6<0`9Cu4z?gs3yYL$|k z9zdiuv!A(u;yBI>X?2|nx`M=Ws^@$Va8QDKjMs8EJ>mXW=!NP*&}A`jO+%somz^r` z7mo`v&01dv(^q~pcseo57$x+7b3+Q^T~DDHv5E?CQxNj0b+ zRCd4@UXxP_%uA=dfZrfKhVC7PS<$kskn7AeCXY?$J_F+M=ytRfx}qBbO`mw7JYGi~HwS_D!x89{lx-THYg&U# zSSj!mCDbP~Edb47;JZUB^DNc`wWZc3Z+b=EA=6^qgxKa?IZLM;RFq4@t_kg&H8d5a z?kzLVP!<1cX)?5PdbEk)QCVYI5i*LUuEr*G7R#UZI+Lq7Tt?vaHe>c{EkJdepA=kf z^2fx<&CNBD+uXcb^F3DXhIfAs{|6Gr2-KS*0s-{F1VbJlf+7|;*oa${0fN@jFvla^ z-~>S2AgRH#|Iw%r6j6+ECIu}GZFJ`TiBo@=-U|RKo9XZep)iakBfmxt_NW}In}N6K%LaOFpC(t(lE{D40@TfXCT_?Wr8IOm$6DdG*%CzX71*4|sr=c9 z%_u&j)VU8lc!9;v>6)5DRewg|TUl36n(DeoyedByM+J~aktY?wR&>gm5SSLSaJ6tyaWY?7l9Z%pC0d|oR&TINyFihq7 zw7Nb@HZdO4J(gpuY?p;IBRBH7NQ{G0>RSSgTi!(r$O5udGl8(v;ywjo4g^TE@_*HJ z+<|0=%v4Py5xrU)P8N*>X0}U}{X7s*BeiAhB}<%Kp@|2TG|Hx|OywL{u(TE;lW|ngNSzPT!t{@>%6QcEeq;6p zuj9sI&^-ogI|EH@6ldr_@>ceokiJi&p6t89CfP)d4{0f<=M0_iy1Q983V(Ns7AsZN z>(3*&X&XT_a84MSE_%OU8@?5gppkB;DWrN0N!ggFKmtX%TOQPg*EMN+sT%rP!TM$c zD4a{}H>Y2a1jmP-3nOMyPB&z~=_-aLUh^Xo{S@7QE&}oABDr^?@Y%7YJ4pfO8tYdb z>-fe`^_%rBZ_wUH02<4CPk9L97?qPfa72?yq#rJ-16HRGJ**n&(UzNBL4gLEYz2b* zdag0bLvkV#!!hbs-LY7Om5j+;YDj^D@hD#`6Omo^!Sj94{o?a7=5A?{=>qArkD3}L z?~W5EGCmExyu(waC8@cyXt-UzfiFM~Wj0FW54(QCoUxGB_~}TOUOYI{%B*FquWULw z&FJ)Im2p=o{&bTi0AatQdzp_kNTDLjK7e6v$$kbCr~U;U<|8q?Wv}OgphfTOXfH)_ zSboT#FVlGO@BOQ~0ANJNYbb@@OLMNXqSwYP zlc$6XsK6^@ZF9H(G-ZFhw~7Mqy*ZYt?0U!07g^V~DuN(qZvt6b@A^K;omXPKu-+-e z;7hjWGtd;)`NFr!68qXq;TU0A0e4!&$P4_KhcB1FqpoUi#Gt6tRCd4oO7=G}PviqO z!+0<}z_9)}%KKR#K5|}DwMqaR>wC6WJKX9PZd@CdF99Ldo@{_lcc)%WMM+%A3m2(O z-~nopsNR}j_{8n{^W}(gr)6(MtV&-ok6xtH9(Y)Eb}U|{K)VQaNnaubF5FpKzn0qsqBuLobEv3Ayjf5VFRSmt);3_twA zDcS{U!0eDu(g{_nqc1VkRluL5*XaoifV|tjA_i|Y-W$Mrp$}{vKOvOiSd$5lfcUk? zl(hB&QZO^f*sLRT2Nk&uC9r-{2S@y2Jom)NDW6fy$ys9%nJpxI_MuK3T2L6AmuUf+ zt*fxm-7nU2eam%4w@x5i+4nBg$xe>Ok+rw>-V$0CYOt>lzzk#pYk3YN49xMK6NKMSbaLMIByVdVoURI7l7C8X!W3hFZR5dPeu|CG%91AseaVhxw1 znemwk>z?>?U?IWSCUa~>A4!>OGds`OY+WA*$%ZwqQuED168Bsdf^^E-!$##RAcb^h zKek=fj5(h3L){`+EU<#d`+iI9U{VVY!lqP?+b_>l^gLOVt{)x=dW@Zv$@I&nPk?4C zyvaRd_MKxOBB}EESI*%~4g*&^JvLURLD|LMS~ihw@&lJ9B*{nZiDsxLwtu+bo2JSp zOnyJ*-7At`rh$`g*%C{6-@E+p@3L`3C9IQ?xi`|+15W>TkpcrfXz-{o&P}V;$H7thv0TG zZ;KhIw#fsTq_zy5-hJaB12;SE6Ke4~-LM5=kEe23?f#6X>mD0@%KyGZiG~~sMhrR} z>u7?=CQ?=^lec@G{Uy1W<%$q!btXdsoK{`!tc`H4rvsk4>&{Pj6QwTn_lP+`&Tlo| zDLx&BJ}hkAbx*Gx`vW)a_bmazERa6PjNTwIEtIKSynObCuMMz0g|dbcX5Z2kwcJ#c2BBW?V`S|AJqBcQi0kr9W0LP%~1%Q6d09T}iPYa?gGUauq#SB$n% zv=h0vmZ;ROl|=H|tZF|Z-FFjYX_%WwN`Xh-;cbw0+OkXy94rg6w2BG`gB&+`=_BV_ zI;tHN51&?+rRe7al0^M|;2`oC^M8c2Ib1 z1ChxWh70Tfa#tM*p)h(@YPw4rGlj1|=o;FFuQOqG4ipPS-wwe3u-DmVcv@FWa z0INYaa!S5<{rOF=ve{mumd4g*e%e4e$`=T9qOM}QVNPYC>A?&Xg+qUennoAA>4OPIwPKpENCMJ1+qZUq)Dm%6U|azQR`MZ&aPE_ynDIz>fPR3 zn&Fv_jK$ut>QJrYZ0L?@O&+nilx2i<)GzyPU1>q7<;wLHRJ#{%Jm^`8ED@el?v zQ1(#LiIYfdXPBRVbx93XsjBr2LvP3H@(#tQTFK-ps5`MWDmePQ;NOx`Qnr%N zuvcHfQ7tNTo)Q20g~$=Fw3%5qRmedH& zgPfA-RN}{xJ-gZc>3Uc~T$lG; zr56K22|Kaes2Q5=9$>@89*q7PTkz0ny_>3%Q%(nZBFzeP9s%*T+=f)O7pOR%nsYokVI3abGR4MMnB6(2D@6oIFG_P&{(4 zBvSGw&d?AukI-L~P_iKgNHre-Yms2#%<5=IWVn39&Xs&AibC?+N;{|#sOHT+?Q&Cq zoHQTTnfqu57R&`$&5*g{PLwolXJ zr7pLW79TY2#Sqa`Ygh75+gTNgj_tzq@Fc_WOb?pe+d=ok$5&xxzgz#x_}+KK#+C}1 zRfZ>KLbYR%yo3=pd$>v6oKS@P&$9Re;Rwwc01=O^_kd=CdO9sJPAN*f2$TNgKnzCY zQmK)3MH!dAJ+l696dA{}ak?yjJF@$+J3u_IiYf&Vx#1aS4Hg6jJZ3#Ax@SC?(TL@a zwH);lbL#9X&TAmz9jBW=JUHwixuAe^ZK zin4eN*aTQaaZ6z?3)RiR8Jum2e-5F#`Npsu64^)QK2U)6y55;YI+!hF2OmIC+Mr{^ z_q{lm(I|oczno*OTz}Ff(MCAN%BUqj3r}behjBE5H5xIY6ZOPAGcsbm;wPNEsNJR) zKejOPn#}(@;GE9~d~ZmRM5@zHo~wTE3R}^>gkqXU#Uvr*k!u3~TpI|XF4EkGw2rAU5EX>axi+WovFkEa7BnaB7nfDs19*132 zTrm8A8x)$Y7N|he@#&@CR{W`!y5rD}n23DrGL}#j6FMgwvrOE9Q^0NRK>*O3K}$Io z*)a7G&Q3YH*+YyyfCkZ9H>*l4F*C00zs4A)T6Wm)HAuHZuQ9Cxr`*DCrd+9cUZTFm zyNhPwdgreN1Yc6{bneB8ze8&Z5ePrWGcxU zxSPV$>JV%$W`l7LZxOKYNOqL+)ZnuJLDj=!=S+`5W|`RmSTu%gz%@O9<0|QT`;K*c04mq1CG2(E7~v~i zszqjj8GYE>_m};=`)#anQulS_A*Z(t5X;OWhl)weNGyesHYI$7Ii|485wW*UVn48c zM-w8^mKx25%!t|f@{6+F{OxZHPnUhQ)|yg1+Pa^p2Rp(0b!9BYiZqcH?(X{^S^9_t z7#X8eZa6{n03q8AIKSFsXC|8t?ZVM8F)1)e8e7CUm0~m=J+AHBOIRPUmQ>K9b{(Y$z+eAKfEpk!pZGyfDfe#EX~_ zg|uwNql`~^Eu^+Kepl>|^E4$HJ}wU^qzxQ=vgAlt$>$0YAz=Dy7oiCV4cIlNB54#t$u9y-O(6Fd#&M->n*UWY@2QcKh%S4b7x+G%%r!0%P59d`J z4O5jfccBYlawkSS4?#SseWFaNBm^yBn^@yDss3G*t-;w?byp|s=C@ni8?vWkFI`Dj z)6-j_)88Vrh&tfDD-$VSaf`k2a9FL@RlY_r-{iO*XTYFP$$bw!TY{`o2dr>7JX+Ls3`A0=_XtBAz1CNwR(6sRY zge_o$FC83}mVMs`nZySbUcmzb7?qb5Mun|_2bVhu-|Dv%^E@E%vyKQ(2|*dS^kT4q zS_rUv(19MsrJFZkUZ?-dCEAUTMO_xMCie?+YTIxn5xfhwi3Z0ZuM5_AJglo;(_#Of zMOc7^xFc7*{^j$PsYd+WqC87-mDZn1IMwXM>xin*;0f`7@oK}{kiaLz63=|Q#Lw5V zLdV&)dwpw-kPYc)0k5(kI``lh6|f;T`X`Qyt~%P(WB*l8<}^-TJ9-#%D!-|0nR4+ z5ZY_GC*7liHKs+pq4SFv;;8!uK~KD4Dz`E@+G3dXWq3`k$j2)AvbVrHWA~amtN`TN z2nU)hHT1ILHQL1(m~@wcO}uhlnj}x2e85jX_uA&>10LhppGMUuoz9lHCNqARBiYij z2mr)m{voDU^}n4%y@k1A7*vZv^r;a}(WbeIIevlN#_MW~k2N%Vw{3rVqHLFKP0cxf zm@rD?pvk*@2tTTB?dBUm(8jw$9K8V<>u5THe03MQ3;%&Sh%vz3^E(S_piiM&@C1H| z2FsU8JdmYm`Y#-#mT&kuzom#M&SYqnAmm_DSJ3tDr=APeG_KaYXNlsbwf>+xFO-10 z?~8bG%qsXVB<07QRY!>UdZJBZ=i7t77~QSe-z+O!@VlAuj6-(X0Ba@Chcz4K*IBNB zTErWIdhOOLo=icp!+iRpv`Iw(`^^BO&uBbphdYPDux4>hzHpu|csTw@X4M-5{yk6VR~oB~aEJun zH7w`Gix@-jmpp2b6s5OOAta>>`I^hp@4)#~EMeFqc{t=fjkM4R;Fs9s(N5B+Yy{&J zQpr9gF@xDJV}*`RM6TC^W8gW>UWz+M?Z-#J1O4^7cp=bb0npcwww_Im-yB+go&=N@ zw+I6~SubU&%GvNHKP}IGDSIJvtCL#=Z-LfaPYcv7(M?c>mq5wkQ6ivWiye&Zix zz%DZx-j6ewGd$I0gPDkgN9T^zdHG~@JifWvHhgy)koAAad+VsEzW0Ch&`2X79gYeJ z0@7VFASxlk&>hk_G{O)f4I&~93Q7#!T_Rl~-7&yOgLMB6zTcnk=dOF#UB5qncddIC z&KmT%&vW*EJ+CMBv-gJY^jRecck3;4MZ`@!OT{$d!hWvv0hq@m2`;OW{`BFK&?DY3 z%a3|db`)_d)5%Y4b*KCua*;i^qWJXomIr>`Ay9vx|n z?0CJI>zS1{^g4~LLdw^EQ40um3a74YxFD6bA7TBJw%#I|Q|I*68-rwoD_lPP*m7yv znt1ls$sc!-2H0n}ETTIaI9GV@9Zy>jPwo?nKo#yq=ntNT)k>1?nsSm46=+F2Azwe6 z-^&)QjZ+>Sl2M10DK`-(c-c_*VrN^@cZaQ2r;8@WYfqQQ!|T$E3?`0e_YG$cd{nPa zl#3Jj}}yVsJI)D*Alnn5bA_5z7^mkRt~PJ zsrG>x6nV&7d^A|Ace0q7WR)SD;wjjhlB1X&-(gFaqAm7zxlZkvmDV|(R+SdC>~2|8 zz)`u7%M=SeP9PZ3*()h_xOFs2oU%RrtTM|j;YD5Q9$kSa+GOH*P;O%`dZm$31g*h_o72K%_k$8M zVCgEG8g*sC^Nwam^1NFAFfMPx0RrJLvALgrMYnNqn_LI4U2J2LH7h5LgObBrpE4%Q zv-xd#^Ut%1>#?_NF*^iB{mQDlP$-4F29!=g&$zG<2Y^XBR<+Yv=eHCYd5V+D^;$qyB#qc3O8mmYT%_%B_daxb;DH1-b6*V*M?TsCPD zy!V9Id0u?%;O@HXCwqSmCpK~aOKy@j*SdspMt~3B-NiU6ZtpU~v!iz7wnUm>8*Vng zD%IPQwT41^w1*-0Qu^~!A$_9NJ^Kyk&}BOG%=W{Ax{0~Bt^1=s;f!6BVp`B`s@VKg zxauA8#5@SZQ4@x-+i2R!7d${6yA#osk_z`>Qx8CU@px)(t(645?=h4YO0n9Mtg2X3 zoE{Z4c`YwbSrlGt6`ZS5Le8|z(ipq5vmv}^c?Q?>n_k&64sMdM#PW%ZVhZ z1yEesp_)};PcQlK0WvBK1*zi_=ASzei3kcyCi1~N3}Z>@il!rmCrkHpUf+XoAgF5X z3i66=t$mN6>TZeFNFsQzDYs3JDxvOf1r>p_WLPrA)BIHuh5`fgjHL1(n`v;B(Wa^P zL#)ytZ-9L^T`kqjJL3jkl5^!~KYg#?@0X zu4agDz)rGpUmEuNcy_&)s)i1e-L;}K2MeGKg)Td*9VY^$V$RaN3RJ4@BNuP{v#`Rf za6PeGA{6vkAo&_prP`Zav>%y!6X!3h9cH}=S_(JDiV)v2%08VwmBEP zJa5B#p(7ZSEj$NSB4_L#UXvC&!}Q}Ka{n`y2_z*C+3!l4Sg@Agy*cX+bC{VL2sGzg z!}90NF8ucGo1GXuB_(AVCiqDur}uTrhiZ@D?CW$a@vN6K?cPW4^7X{E|HCFw_&PMqa{mW*M=3_zgue~ z%GHH9oUq-BeuWFrC^u1gO!b#@%Jg15bs2 z%yh(XYff8XUx18!=)KosUh)IUv|byyud<+8)x$fhpW5{&mhUG3C4aui| zYhM|$oK)8yR#g}LOLIE(2{t4vxB6M=o*}H`5edJKw6ikFd+RNt`lWuk8KWvL<_PPfQNA(|fj;qxu7RRMl@kv%m16_ee_8QtetJl0d^2 zYFacVHq1UIlpBJZD}b~K0*DC&@CB~bZJ>BNALB3NLLNv5U;HRux5;r_ZVckV$YDhr z`;ZulIo%#_`gXyJ!v;yVFdgV#YASknddc>Q7&`hwvx4yoss!(SgHDbthqJ0%YOOGU zDi~TdrBE>{kXh((cglutC@%Mi>eY#deETi@DU1ram0THdpdunM3$h(bc=(>xRFcnY4LN>#HE&4zwP|z+xDlyXH>@UV z3a9_<>4;0VVvw|titCrN6@aeiu~x#jS9yi)B&Okw zm@=rOWso`TWyvTlJ|?5R=F7(X9)@Rb0Cu$A2vkSZ3ycQ5mNDZAtKXQtq{_F>{D8Kc z-_$?`Emt}V{t~!7>dretnA>T_;vXb!D5 zVi9MV$O}*7jb%%3D40CE^dw&b=>t8V%z2k1lMwz3M&s^n8~Tea(t~ zss)T8(LS#YDW?=D+Az@#xB)^O`avxM>=hV46+*dX-ijE13A_jjJFMLy_;Bsm+9sxe z1}1R^^W17dh20Uot=~Ts2!-;$gt@acRqRas5}i!XPG+ChAb*{*L?`GaWOJJZ!`O+4 zsl*0yDBsccB^j3iY5k*hN`V1s|D!cISVSK@Hkz8}euV?Dg(-?eGD57h;9?4s!i~R?hZQRy9Tz+!jVW zX^;M|%s-W(8a)z&=ax!;QfG7tVFhC5bj?ETCdxfPLpX(rshhMZb;!DbIc$vm@fY+Y z-ETGKBWEL5wBxD07LD_`uxC|0$2y5G;)FOQD~9`#+khyBQ#9HOVX{Q>S!iS+B< zZz!uJ9~DLCtuMLs##bIeV3$k#$2m#;qSO?z3TAy@;cgcvdzt+&$+25YH8>6*lGk#@ zKQFu;yCZ_u4DEUiq%}4+wwm`kPF3WA|8Pm!!ps`ioyfaNkJKex$O2UEA}nk~Z0+?p z;?L4UXGj+kk=%H@)_~~z@%384<=yA0ynKUV)e33)nNGGiWeNfELC4jpenPewBuG;< z=5Rt`Lemk})X6c23js~T7b6Y>)&ysrgtb8iBtqgm@L^d{d5IbndJi<<&jSOzIlW1^ zbbij4mkA~4BstZ_JJS~(q#9^wE8h<8us& zYkZdb?mdU;Y?37=5b8;6qmPv;B%_Q4rKhx_Y;EWg#Zq0ESqPUiyF92BH(?vyvcz%G zU#tVxC>0aFyWKiq2=a#b|J47Cj$BPNWqe+}x}rEgPe}NuMl8Ly zW}b<9pS*I%qC|549H{-LLOJ^-Xyv(+qfwY4VVQo?YhdJB^e-;loXUeZOv zK=i;=@F)w6Z&S7X4t!v(Ss=Unb+X{9GU!(C3IO1d4`9q zqiAuTKW;WJ^mQ_yh5We%yG%s-k;@4BV?kWBDCMia4X+)=uJnFL_D0X>2I%E?6u{hU z3*#P~2Gcam2|M6~;FPHoyN9-`P{bKHiQEDb65EPj&{!V5iyExyo9X*5BvcyC5vO_FCLv0sOCOi*$fB@DunC4y<5>1WyXmQbac5=0cVWMmiDsGST->+FCiSd$`xb?Sdtt`GPyf70&CMl&c z!uJ29A;A6M4MKwiqpb4nTe_kBCC=+@Yvn;%mj~?FTe!cr{j(J8L#T>pwbuMY?7q^S z8cI}@vPY)5sNDxwA|>5IL+I10upTG&eFDHyX9OIuoTin#SB<SqvDn6Xyhy*qsw;&bNaXK&HLu9SbgJ;;MXxaM#w^ph&r=Ag9%ir!9S^Uod|9s9 zE<|jIM=2AcY{$nT%F&`C<3ZP|!dBKRQ-{&w?Pq1rN`J`4S0vTPFe&)ncSoLWEZ1hG zbN2iTDEeGKFpSgU6o|E8iFw-Ye}4b* zN}7WSF1Cax_7^GDSbfVKqk0uXG0aQ{uAz$9+KFmEW_mFqc?d<}__+5Oc`X@l{X%Ys z_tcIh;@DI^^Y2aLCC;46b$6;8ymscKen^I8=XVG2-CoLDa*evO4o!V)(}WsyeOU1V z+kn88mMzWZ=Zb87>b`e7{H$S+j+eJKdC0L=FkPGawAS;{@z7&S2fXE;FM=UyYSPAO z4WzBMS>29A$ zrk#r0!_eZRJ+k+Rt6=bGU~lw}1dp!O8-^YaplVd;bK&b<(SQ(Jy7z~EaMdXG^uqf8rNevtPmTmusxq%1!c+tfL{loZTtA2BbWg0YrqlN4X;YDm5xZY8BCVl%%J-&h=!bL!wWvhM;YGti8v-`s*dlZuLu!L- ziwPP`7g-reFlLWfY7U8(h`eBh(p2J6>yL+U6N?7OW=PZ>W>E&IhRb^>58yWWP~;bm zC0teLKmikKwPlenr;H@rjXJ`qQ^d zj`kT4Py|yOjvLKuTzWc}>EcF0cM3f-ufEuKwa-G_i)o3%dZrVA8Quu#q#EMxrPW0t5FR8VfBS@ z;N1X`L({n%*oXrhdntA45WAvxVyMq2&y$R5>U?HmlI<}Tm2 zs@XBZO+D&)HzQ?_Q^j3#ECXcWO@xbzdWFv%ffv%x8rGrOr`~F-VDJpF56{IaVc`G^ zZ2?!=pEx1hD-*!Jk>0M@JcdCNs1f7j9ns_rXsC7 z!5kQx+hB3NBz(O{G4DGsetd3KS2;E7h34!fN19lu_aBjl0T{Q#be_ik+M zm~$y4|4!dd5z<~{4JM>L=$M!xT3S$A?6Z~`u#H2A8$E6?ac*}}cz#9bR(lm__6lDN zxw`an>j^`Fean|*1xek?g^{6kuQcDi@aVU2gHrbKmA0x*J5Tc>LQ>%)X3?qG+_jzX z!6*o@tKWq6leCbTl)f*|qh){ErLl3*>yUWSGm9Tr9FW#MVU7z8ectnje%p%+o4)x@ zoz_F8C-OUY;&;xS&n>9EP*T-{-p;CaHFU@X*;10s1l#+)AqlaiJ3E`WyNT?6-!e&0 zmzX|=Yg=9}bp(V+pDm#g+l-cF!BD6`N^1R{xUw3}xmIWsUzQYKE{6ZO?5-GbIe64_ z*SKjpRM<=8BsSl+gO+L7!!X2CCCaiu zEkzc0Qrq4r8-q9rud0OqeP|DbIKE}6Q3j$r|C0T}4B$!Zx6Nfti(6~_qda)=Xfa>& zjJx`mdLhp;f0yY2Chse&6 z&o5ZgoPOU9DvD4#N76Bd`dJTNzN0x#;qrBm8f+~*G(9b>5)Jj{{sSK)Y=4&=`UcU` zQP#0)W19)Re&&PhnW)vK+M25DjTZB5VLwuB?*KKkM$^8=XHxI@YPsW3RdRR6hi_A8 z2>CdOp81SJ>U0`$M1AdjwX?ZvOiz8t=%_#A(~zBa%x>s>Fm5F_8t~1xldKwLXvqj0 zh*)$|#){S)>~+@|5O*tZ*)Baoiar&yMel^z_}Eu9=W~mV>Inaw_fuJ2mPs>j8z_<5 zL^}4ljcPpQ{v$VUZGQO}Jc_WSu9>yZA{v_I255eJRomDKW5ZY|=u3JIg+8!2edi;D zQS%G~ZH${!YtSsX{yY6F|HTxT&0i$s>(cOjV%ORrK4Y0lKJi6#KaNwSDn?J??(ZnArZ*A8PZWikW`npB@ z)DawK|N40-xXqRD=Ze1yxoe(W0${+wccPvJE}Bg<-E48x^tz(V03OdDz`W@+^(wzu z{^(f9)F05Er%vfUm)$&@=?TW(bWzL{f5rm#?nG8>@jy~ zt0wjjas|cgoK)M)*CrHhiUxKo5l+z;S9Efq518_EH@3sZ8McaYC7mFK$0ITpqjCE_ z8NNb`nd}>#_d*HLHFh+IjHLD7SgWhuoe@Rb4NAG(1bDYi+#b=t&R_q2DI+jPDYyyT zha}H_vadPk0vs>_48MJSy`e85`9?HeMG(ak5_qte( zy+RA>-nvFYRZfvUy(WM4rFB4Nu(j8`Jt;EeF^a8BrwR@gm@W-+y7OXUx0;e~yE_vI zokSZIOBkw!T)IV+7W;L>83XMrqwxE&uRLB=LR^$^3^IS+l24!;f52g&`E8hH`az&s zQ;eCM`m%(_(S~F*2ddqUGEb1TB32XXr*FqPZE1#Onvd=a^Y*T@^Of9m8J~3!KuXoD zC0nXc&-nrPD$TS|s75mP)|+)fUg4`vp3HEr3bey8Zi=r(4x{%rUc#STn+Cw(Kfypcf`aZ*kM()E>b# z?xyz!!a_q8ZX4%6Nt5Z*wxINU_@nWlR#1WK{#~d?-h!6XAI0yB2tm%lRIpB*5zm{C zB8@RPH1xO9!-GShqpljB$UEKS7rc4fn2pFC*-nD8P6-gnMgF)TD)ZIJ+vB@+U~v;Y z9XtUoWV^RnJXKEZ9xj2rV*|mw_NDlQQ8f(+Xq0(_O+_YF(D0i~aE_GYmv!pKD_#SI z3Uye$#Qa8hs-y`^koqr)@r#t!Y2$l2W2#WrJ{^>C7QT?-R;H4IUBlqS)u|9tY>VP8yfmL^F_=S{r>kg#R#8z0MJyT@xCJGoNFpzmYzVf zP1R8x+JhNahHX`iRsYuLmQauI6(elMBgVDQ99T7;- z3><3OpO`etAAQHnXi3j``uR^Hxx^|ZsSj+=sE(qM%}j{5#A6yJ8tEgX2!*=d3DYN% z+#1FVA(A<~MP9BRwM`bEMpiu^B;u(;4&j9DMUottDW#*ItDwwz*J0k-?UTA5$U_ z9swZ@v&+Y3|1Va5vHTG@f_;6x2Nw)2XJH?=iVCJLJe5)4!~%WY6SI+tRPUyQD6$P< z$mOL9-i0XPnYY@khwW?8r!X>dH8qhq9U|e@jht|InVo>xr;@5n0s{<+_r3Al!M#GG z&DkKCAC_FDiMZdIHl#?v0@5-)6VSATJlRMS5;}_?nihS(9+w|ej4!kDh5Cnv8iw8w z9;uf8UZWQC)oAA%%g$6&Wt@|tvfdrR4t-J}vnk>t_3(+MoHDdY+E{sPBDab){5Yc` z2N{_b0UIhZsNaP0eBI8dQw9^>I@_rMW*%5Iz72c?vI7y!KG}Yg;|;sZEg!a{n}QpC zeH~8@eQ7Z~_decu2N$S_3@M>vNxXLJjIC`J#3BrKjk;RsdBpPxoE>>c@f(rf1IyvU zy;SX%e>$5gnsf;+g$pk61xJVD2G8ySMfg_^{enB!D8~6by31Q{0^ zx3_yl9n$Mqb1oIC&;R-^W5ad3?6x(bVM$hSXV?9{*de%#OxROcD-8 zR(hQC>zy5Nn@j9rhWq4dNh!N<@7#;c>5Ho9odWOCddD{_PusFa_cN*s^2?Znn>S-N z$F-WTf(Gqs&${sf#}yjnLO>P4obR&ye6qOU*f!0rhND5*Dqrt0ub%oFd@O-w!6^lB zN!GAiN`&;6VVUss+<=8-ON)VB{@o2{{79_k(BBoHkx<9Nb@ZmaxU6|n>{|qX9~zp? z@RV%8#a^%Yl=QN1*7oW*F};K1Z}HQ!_RCI=XwCjX#{7cwu)}_~X(6M=@(JGCV3cRt zUu4io(6F~RnlH^Bc)WZuVT*Cl{(Uz@!D(9F$NjqD-`nQxwV1W57Po~7mNPIOF~89Q z&qpgoevr~W{mCd#6dM|vYiyt4vmwWMbx{-{NIw0W{+u}1pA@*d8~mc&0Xq4CDy#=>VsH33nrXFGldJLmC*MAwk`}Bizzy=LGa>07A;H}0!CLd9HW4- zgIL;}{$?UL44@pZm-z8PB>ne#P3}$xcG`chen_fmMW5Y7$(Om~%jE8Yd?cYf_SjTM z6umHa+WJJeJPe(05mWX!y@C!vBxYSYoT4?xD#=R zBkN>p)0Ro^*ihPfeCd%POGS)4TLKflVGjwB*r8osD^<$C9l-Nht-Y4$>T~F7J_lTo zzYou;oz_mvQ7rAMM*|l`_084ZN%Ea9PVv4W&VmP9c@c69%YWy52kWP3yff7#2jFbh zSKCfvPSCFg%UwU09Nge=f2=MK8^l?lHygN_xd6ppHS%lOZ!nW5eoc_K?gd1my{IY0 zKRpysg)OF@|1^iMq@LgMug?}K(&33!BzkLd(q%p_+(8toSPysj<@OO`*0&SCC`6oV zQ;+;K?H+Gd#Md|4XBy>sphG_83VdX$~#6$Bmqib)+G6NH^O%W@bur3OqNo!LiJ2~{iwEM#YUGVD%Bp7pA zByhqm+mi)td$_fLCZkP}fxrxEasP5-ttQ_rK0en%LKz){jk2*%Ta`tRiF()1!jMc) zk_Tk=?P zdijs@*MwV9>@8-filp^aO5IPQsbY51ukq6BfOP#$_ z3sWB>hGXofH(RO-4@$ttOL%aS;xO$`H1)rP8hJ^GP$r4CyhjpQVCPEfbOeT2t!v zk6L=rzu=CWvkqd>Hjeb7Y-vkJH}d0S3I{v)yHoV{S^!M6m6)TAEemqbI(3soA9YRk zbbp0+T`23yc1pqy!D*;{b-;IQDkfTg`~0dNy8S~JY%nuOTU;%?zAq&1uL1ijZr)isDmMB2aC`xPzx@R=DR+Ko8EYrU2kuOcQ;LCM)zD2Ae0>R zfstV+nc_js-~&akvsVkm$?67?UHz6r#xwOFrTle@~aT30Xzd?bt2A z@Yd(=qQ{x0o&3FwRI%@d?r7WEV#vT$BlSBN(qX}?Ul$no5bdQmWnjoN8vm4cjhAT1 zpI*?eRZ?+sC)3RoKPQQa`j+$l2CPJ_RfQMM%^VLwjV2wO?V+5m{?l=Z{QB>kW@nfG zebWKi!F@XDvMj8T?V3f2Bl;;&KyM!qT7c=V{m9+?V|(A?q`H*~Ya9qfPocbZPKUa+ z>~>kQ5x^5n@EdG?wtDW=%)uog^eO#`%l92Ne!}Uho5#3<<0uKzilg0p5A|{WuhyN* z8xVS>e5#59ivqb}_9TG|laGmtF&567u4h^BPp*}nXRwUb$gth+{ZlmqY-K$%BNP4lsb@+x9=>8w5TV)Z6C-(^bFP;MIH` zM}=>0I^kl@=!RfR*KDQ}m6G3c=~cPrtxp3DBckK_o1U-l4emGL03dq_UtHcec{saF zfCskhLWgdKXsUPc>avmx2=`|3?HV(nMGLyD0AToo_QAgQjxa~^bMSds|I_b%->dB1 z7yMvv{_S^qu-`i`ktZjO%{Sn793HJI4SLU7P+5712V5z@9Oppp>kZU^E&wEzx&iZGsi2}c7m>=7#sLOu$AJ@tSk&FWZZloNLwDdG?@OQw1fpRnxSb0L?2?q+ zi`gFrkeHMN?Z!jOCUt#2*Vdj!$dc_U{48gQf4=4D;NaIu6G7FIfmt(81K$yNC;zt@ zfrk>#_y0D{VFE&`7&dy{cYQXPj{XLUixvK%GDkn@VCRPIQD8O{(0R89P!WX zF`eR&S9O(@Zj67ja62C&ME#!vAlIL<;H!`rr7N*AQ^mT0c*J#L56_gQh?NFPUcrvT zyR`6dahqH>3agKz3Vbfl4(GrEt$7H98FQBpfCCKJyZq#**}SVErvp9cn>d5cOsW7m zj;W1r9D?*~JHF(>ll>`P_682$mqU7kp<+6o%uRGcvVaRS$U)Z2FSGlPhjpFn>gsm9 z88hODucL0Um0!jJgPUuygR3avIgxoVvI9Kn{W*b=-1RufpC~(_di#yB!kl+KbFRb6 z5t4(`1PhI))eQcN_xO#HRC1W%-`8`&dMNlbpPEm}Wml zmTZ&BR{YOldV)$0+7NMh7!PjQ!+a-J`sL^g3|HW!3GJ0}Qy3b%p(14Yw+}V0PKf?9 zD3sU%;1Nr#5yvAO73asMFF66w*<3X-hYq$~nbCY}NL#r@C^VSc|?C0MR)30MRfF_e>fA-5U z=xQvSU-1G6!UYZ@skS|BziHtIx5I)?-7tWroo1#MM+}m z;ZeyMMlZY6iULi<#sR#mIbd<_@w*-#{hD0^q&JQ~vsb!ShDr`~_V5~fc&%c`YwkI~ zOdM$3xjQ%kvN|VlA?YuP^p+J%D|!L8f;68 zpbXyN>gw9iTwj0gM-;v6V@-xlsGujz6w@qv{YUy;OeRs_0*(I$pkL>6>>!<{A`DjL zWZMbp;Vn1-@TI*IV!0JPUEQW+m7MX=E-gR?DwPg?B|1NDuxC={OL`L&`UXQr0cr^1 zi2}q!psSd{iq~Ak;|W=C>0RxqFKX1R(3hr#CzD+l^s1@94zIz$3N#qahdtvMq}nj3_$)&qbN6aeXq^ha)ujLKIwUj ziHZ3!2W4G+GIAY~FJ{(dg=j4sWj|HYLxLbz%^9BFyC9D?jXc!?b|rR*3kwTXiMj9t zS-|)z18euOe>>>NGi9BBMK+laXDc_;Abrk{wic`Gr^}FMs(^8!?*`4rl_*F*M$!79 zb>rP+v12@5{BJuVk>?=+~(ev$JRX#)6xPc;rl zPgfA2hK*}QtIvjkX9Hhffvbz7NgKffFFc4`-Q5lGSbi)h{ZuK-vSf-j9;Rm)vy@7*b-t`~E@`rC5w3$w(U7rpuW{q^*Br=Rk%GVJ$ z20@pW{8SHk+z~1EOAXpIGBtH}pxyh2M_SZH$4_JN1;(eR-%SPm zgh-{(yXW}w{3+*8@bK9s>7IRE%yd7WT1v(2MR(dmo|`C#qh5B!pi1&C06O#$w@EA zCipr|B(Lp$sS#-XE}G4Lln7k!FYzv&9G7AqNbH!{Zao8R16j1eH4Cv{EZP*PuKKO^ z3~tD3bad2_G8QCRE(m;oBTCrY@l`53VcBR-TsLI1#AW_YEVVcqOk_RHiYJd%yN>oU zIOW^>B23Uv`_~xvb2mi%tE1RDw)Oiw3BdcXA~s0WX+lWH!(quWzQO%>*(Lgt2XkYE zdaA@kM5&|;gfyEP^*-RXP;6l7x}Jg$$!BDG20|wXsTFxd+Vbm7(n;4LMhgwxwSXpw z#R=kq2SC*hqRAtqljfs&V)S`Hc7ds@58s1$V4Pt43zI~kKg6yKenbkb7)kLPikkKP zWbYj{i&q;pLp}0o#UFkGSNN+2<%CcF%^$|Iz$D)ztcC0*UV8L$RUassOOn?LH2d8h zwoM-^te%^~TTl&RQIuCZz#y;HfvJy8X@K0MA(qzUtL+>Yvl9L3(rEHU!2DQcx0 z(Nx~mYaLt1JF%)56S#oztn08TU<*{>$(Go9p0eO;>ex1?Tpvaty?sD$_zUQet~@@` zZ}J+OLM7^w08sPqj18zz0)sCtssDI5kG_+?{VOr_ffcw}TpFN)Ap_Q)dtu}^kpj@= zrc#1jn>Ov0hgmA(CCFQ^j2fTyrOS&KcGg(z$bXY57{Bx5ddE0SRk z0uzMBUS!z$H?>^)lkb!mj7JY#` z-~cpcN9j=_tcm{*jY_6$F~af>wd=snrd9s-DgjG`6mY4XIqrOT_M!9+jhP_^fE1hK z-*LL}Q(VO^-N?P3N_CKu=w0Mr436W;K3=EHRF{QTVaia-%P|HaNC1!me9d)WzG_!! z=_t*FO7}IZotWIL&$0dkwVi)>=4r576VdZ>2s!jjQ1FOR?(lNtUv>F!W;mXGaNnVI z!K%17u6wz&lM~FaQ29HqA{xCK9zK&_t{W072xQsCc*A>O3g4lcmt4v!Myp$r9n)8-q%+&qrTp$F=9#AwFU1_{uXoY z>b!@6#AjW>CrhSJwBQ18$8}%Sygy^Jt@w8|H^KDdUqa5jO@-Zh3)YAWjv*l!JUD{s zh8kBWtuzQ|>%!Tf)}f$ll-JzqutuXmcxE$U;OE!cl3?SP(m)hIa?*sj{#mxVx=IR` zj$S)7QMjB~4$57fB9LdyZF3$F7kjDgY4yC3j7WxOG}y9cAYe}{rOzj8DXt?V=5L4+ z%M)m^nLjQbM9iU|a^@qCR}fe7WY}`UxnLP=GT3qPBexW|dTtAr{EakA;y8Mu^Kp z|6s@;7XK8cmCJ@VG|z_o>=RvFV^!nHUZ&4mNjf&1NB0Qp}CK(IlIBRWwAaTnzP z@aG<5h!}q}6}Ie-)k+{s7ZDLr0j?9jKh~*;3&bS??S%#>KNO+c^!Bqi$y9jlj6CGe z1K=qJh-V%0N#R%;FiR#ZIjBeSnW_aOMC=x@^0*A`l>mA+(rv~}*?s2!GVDL3_5aIH z0k@k7HHr;C5MEG8isfkuP6=6qp?ZPKWV8zI@ZnO#f-mF`EM{h$B_M;igGal_FC`-27!G1H{V&9Rt0Xvij zqLJ%b-rn90^B`>>5%s8KUx1H31n4jxG1fi;<;Y}z4kA~|cS`z)04->({FhO4aV(+kFRH zYw5-(e&9lvXS4H-$69W-9HIv5Zt}n8d}#9vl9tZoe)&|1b#_-}jpk5^ME?`pgXT}I z9D7 zw?5Yw;U;0DRw%Vdy-}u!&k7~;{}rF#DbT6&KGGZFub#=FaX_l4FfQ7#caJUWh!J9w$^YD_DNSVtN&Ztf5xCV4fj6@9b5 zb0C#)!4m+FxMh52l2LgySUFDG=A;V9=4t3Yf@Dy|hJZ#l7I=)fx@i3VIQ0P}Lv6Gg zYXW=00j=-Q8i+GE5;yF*qs8CB5WN`IZpM27ul?nN@cQynn{k{86s`E^=;+}b&jLzw>d7QF^dL|-vd;DpBM`!z5{Tj!s_!PGa5^1<}yLV6b? zlWTlN)v3*t?#R5hva&jskGNxx{Fs2K$^c5hm0OZ81xYOUl1L-Eo&!5EnZJdJN6et~ z*{||^F&+WCcfqJyn+~+=1(gFdaAaueH)KfOIvshfNO-0m5>B__n?&KO&_7U#^zCF2 z@0~W5CRvDO505VL!o>^i(gmoWs*Q*n&QUOSvi(d47g<2y}>6#T%i^R=}VZ!pYEW^Bizb z0*~@be`ZD>Rt&D##BLGVc>o5XJQyV_&D`pvs`=|VZI2u3ZpZb%w!}DzM>8VTW zY9^7VbpG?0i4X`H5TTIqA;XsLHRqdt!){os!V%vij@HETRD`LjkM;to4A`w11Jc(Q zh=QgnWD)jbc1TV{7cJn2)j~u<(xK8bHpiK!0_G=FH4ZJ2XE;E0u8pImB|7=}rQXnX zR<}7{4%P_|;E3hKpr`Ycx8d@S z!`KuSG6pnYnEtLb?_vaA#Y_niwUv;zxB&B7qdLGCX3bX(4lc01<^cqbp??=r9>hWe zCa`!{M`~E(yZ zl0(i7Lq`G~Zw#QgJ^6>tfN>u3h{mj`5V<4Ue_g4|EA`iVzxjC3PW4v2h?fmv(?Hn9 zTo%(1x}E{B5VbX8NW?t`Rer;?(6<6iAmo9n#|b;MJbiPOzK#OJ`19QLO30sJ_Hc(> zu^n(tHwxk+>>p(7QmYP&=|S)3+w4$dx4r?uIX&N6D;*GYX~;QLqclMaX-BWMz)b@f zC#>(Zn$vXLevc`!4s$}hY_}T6rly2a4IbS&)&~y&>|JS|w}{jsHiqfxO}heG@xA51 zr>ANM-;i)e3@4%W&3j1i)t^6qro-YIJV26+N1jpaT;iaa~>#1ilHzR+n2us zYx!|w|J7FG)bz9}rjy05I=jiTm1EGUBa1}=1xV~qY(6|#PRa1?w||b~&DgL`N-N!S zTfOb%pejXPDjs0&;t?b#tP4w)tf82%qc4dcee_U0`+~M57${=inX;hpQsC;YOfRJX z{+wQ1f~FEfe|mTrZe(OM{|=mzNh4lhG@(&3sB^V0O>bZmiylvXrRDRQFDVZgAdh_k zIzQtaYzdty=P&t1Cy;ypQ-H$$un1f>Gw}i@{DTp{&50if?J6SvA#_{X1meO6V9V|X z6%`dl_l$$*==}nk@D^BXx3~p!h$Dr<%nBI`&R)_2j|Bt{0KjvHG*z+4geG0HX&}@C z3KG-{pheU}bBh<&ShOBw3$%dM0e)&%M+UI=4Gab`$GHYXZX+~Mpt#TgBe{3Qk6?io zCQ0uP^gAAlfb5M6yfv{>$d?Q9inP5Ud#IYLK6k>obKvmpQ7~9E|KT35Mk$GJ9EEiM zG6QOt>JvmnTm`A2mY`@&f1}3XY<$^$w}+0EXDSx4O6Vn|u0MCrkJ{FkvQ z1B}gkkZPsROqE4>UMd`r@%RlV=R+Fxbh3KJmVmLTx~sJG1%8`nMbA10T3cKBfrixQ z-yA?v0Tn+C>8@wX{NlaGaL1naG(UczI>u)W4l0{%bmKAgm|-;xMe!e%QG1oj^0m%$ zXCwXP^V`#k7oI(Ovfw0}DM%=v)_I7U_iweEmb&*g*00wd%+$iC>+9;o+^4K_qFpAT zh^6dxXzzDr@&x%0Exl$%;g(O zkpcS*d+SsdXa{$zlQ5#+X*8mT&yEkD{Ev6-Xgp*35m=xlpOoANb65SqXCys+DCiE+ z9$}TxwwymDoG3AA6N)2%F+0V)?|-eTF}e>P{nfU^83cEz*oA7i5%^O-KI8a$2#^$V zF>ub?j7^2q*Vi9gIXX%+`rm3R8Kf!y?sGl*#;0LUg%AY}c-2T!T^V7`n9Sx-{gsq*%^(;c$y*0H_DI~G@_J=}H^nNbBz&uO3W9sTZp1}kD4|JCNv zg_ASqYF?76Oz0cAVDi*yAG5;d#JM2>H~;&mgjh3XD$db@=qVn$6E7_=_T1d7ty^6* zozNL&NYwR@>-NRx{paZOh4U#pdsJ>`OS3uw=xR)IJ=Z~`?<3R%`*4n9#~}1&vyKM_ z&vl+r0WjQLs1R+8%~q-LiXl3BJj>Vx=?Q+2Jj-zRl`^Aht2)ISixNrdMaflY-*_PP z5y}gykBsnm%z;_PnpXBtE;z;EwxZP%apzI9h7dGQxhV$fqk?~qf!NWvX5I`$k;&xm zYyC_}c>!-H4L+iT(xenK$wb)u%GH*`xw0N#Bg``~SNOz%~h zY*Ujtk#5*ZEtt2espD3ee!CgCAry(U<#%7G9Cy4Nba73I{vng}gJp^xv-$e<>rz@? z$li71%)ZLjGnIrVc3YEue;Lha3_bmZdgf~hfIB;kSx6<431wbCSSOJV6u_{5rV+ON zx|9I6{+Qe6zv>3m^GS8wzX#9CSE(fR*<%{e?Gg z9Cac8Gotv8)*Cby5PT2odM{?xD@?NlgFh#anL#0p6~OxlqrV%s{erd@7*3c}0+8C+ zjI_F$?@nS1YPg#7e9oG};p0dbySR&E^t-RwtcR7j%@c_&yEsZyE8s2+hu)L}p*Ta> zjnD(o2D^)MlHd=;^d0KCS7T}ROfhU4CNywmS}0kC=TYP}r+Kr;)6YqLd^ddCe90&k z9(HKdsgdQH>gsdx)WOo1mt<5;D4hIr-PdU$7{hRD$uBV>-X>7-`|>*;t;w?m3gEFC z9zW{#6$G@Rkt)w@K1Yja4ae0q>{==VC)z?5-7}nDt563&0U~>`{!qk&>_=PUj7EgqJP-lDXqcmbf_}(=u?6J zo=n5@R5gBswy1V6s%(#V{L9&rMdc;uMAD-~kO^s}xVX@WIEZzMy$;?~Ug~yIf1i!X z6cVfpPn-@xZ%1(D_hG@VOMMHh`J5KE;LxPJob~8SL?)PJh?~vwybi`bWWD!6h6iUE z6z@v?>A=O3U}{c(?fmB;Ygg-TUReu7Fpe4o;(090xP^)7XLxB6W@Pr?$ZilvOZG)9P)IkZ+`j@9qAH+*m zB2fzuNK2i|Y5S;`IODbXM)nNljr90A~+DpH%onmtN+m>soT3tJT2>YCZN)?xSu;fs+sR?kU0ZY_q zb4Rrm2ntPyd&nm#LK^6+ou8PL$GXnUnSMJ5T9101tmvO**kyz#C^By&GZ)ZK59D%y zumTpKZL4!S?nswXSQ^^tj6ymsMFT3-$6f^mOP@DrFw->iy;%YVT53*A4JYV-RX-8Y zF#z|T(~so)3a3E=+UbNW0(!yP6_m81p1%f;Q(jeT{b1?%0Z$B40+3tT0t)VvJ@7-u zU40*J z$%Zpnp<8ua2M4h&j-%`PgZBnnY@;FM97#?3<>gEJ$ecD53BV=n=Ry0l09mz|WMN^fDfPi0!UK4}4x9A5;#$Yj z(sIi6ES`A`eSo!lq1_*Zb+YvCJQjaCI%)qu3hW*D_Wyic+REIRd84OleHFmv;d&Bj Ia1KlVFGorzTL1t6 literal 0 HcmV?d00001 diff --git a/benchmark/results/ttr.rds b/benchmark/results/ttr.rds new file mode 100644 index 0000000000000000000000000000000000000000..c92a10eefbdbdfa9fa312dea0b5d5b1311403b32 GIT binary patch literal 2659 zcmV-p3Y_&HiwFP!000001MQe;TvNvuzyk?OKv{yKQbh$pEJ&d$i;6Q>z=BEvfhTT2 z$ifsJ+qz)YsuUF|7K>OEMTOcs=O+AGzrG*u zLtj6f{O8P^GjnF<%-oynuf<}q*es4Z{i{Y7S!#a1i)K2|ngOk7)1pTUW^q_tn(7M| zQlGl`{LeJ@G9UMmC~`a~XO|Hyvnk(YBU1G7phl$VIzmOt#eXDAuvnuZ z?^*1}j7--9QAsHV(Orl^{`T#EIsa;L{K&9i<$m}M=jA{3|J47z>sc%vat@GoLMBZX znkf$hPL|#Vx+hnX!-CxET7c^c28s!jzqw*Tc*1}Cg-tZoLXLy|^sQyUu`XkP_8JYF z2$66bFsMqWiBM+L8AF(7IDto~QO5#%ll4qLlWr{n&RXIHes1+<;J3PP>V3k^fm|EH zoj&DH33=>#us7}bk%?of3}`nY2mIHB?f`$$v!hqRk3Be-aIdA85h17R8Q81cYXWK? z*8>`~*Z^lZp9jwE_zf7~PQiLaH?L>>G+lt4I)=KLkwE>_Pl2|p3n7l#6B|JnI%-ZK z3{5YEc&w-{sK=i%>oET%1@ZGj#BP#MhXTt#4+q@|P`>E59F#a1)1raV) z%K#?jvSI&I)hgZ)*4ebU!ny^2!K{}lGjBuhYM{eG7R(3F&xU#PYb6zgvbUDAArE@R zdkD3R^O${XbOla+wFfx+r6sKQlITm!`U}0FpY*qN;Gh5e`6Ae_)IMl83yWal&?yAk z-})68ST2Eig`~{_J-5&yop8VI*ynVBNWC=<>NO;x%s#GQ@^H*gyMUHDWiXHVqiUg_ zz}W&|?3y-MSB>Nfuv0%>0MvW98)%^Ql*xm0e3*w_z6f-YJOT8G!U9-NYv=ROKNZjn z>%3r_2ehv;@xBUipVfqMvdgzZd*PCrV!{g_lqHfp(5tqAe(juh0;g17gZ^B54#0YO zWmd!xMmxoVo)T>d=db)tU-_T&V2m4ec$;xO`uL1V`)Z4qXqx?L-fv$HBCiW_!IG~l zkeB}An6{5TKuOWh-nBGsLAy_0^~j%i1f4ur`h9KoYNTh@6hv*eM^<(vo3mHXK;umw zo8HoLLXJyLbQca@}21H2S5*RMM~6 zseqGNp6zIA(v5DXm@;J7QD|?eItqEoBg0?QcKm8}AJ6uAC};G94Flf4qJo7(hPt#q zb}*xtj5Gbhp&O3=ddTW%VJq4ap;R zpIT0@Yw?{k?^5YFF8+|eglql_G7#Qref9m1$l=Uq@%vlOBNJZ0S7aYPS$=RVT|moN zH&1(9??bWko8OUrPD`1mJz-BiI^?A?k&O+)?&!-(B^%RkD&op&|io{IP`aP?^Auk z%A8PWuRV2~Tp&nr<2$eu&1F{;2AAE3_6Xy(Ip7yNxPb6*zy9Yi{^rxwsKk(d%QG|7w2jCt#eKXgX_zOF;AikiVPmqI!;sk!6 z3l3VsxeJ|~2kR5R^anSHNgu-*VFt7NY z&)`0+Y>$QWe)Qo6Rl+S+Euk>3UU?ef+7d_5t44_p2{(mDGy9PX4=hxlc)*>+eVxl0 z#3a5iZDBkqPk0;VZ^whUW4}KF>#$yRE$B6UDICJ;!IIyJf0KRBi$C25_|gKgL8;?n zeAw4iAglJkr+m02_g=roJJQ;o6sf+!*=;#~CRw9#(DkLoDeE3!*F0x6W6pkTmTh*w z)@~)fa^j;48E#+WTC;}2ahFQ*MZ5I_-?8ysM0(!3zy&LC&E4ilk89`Q z(p_txw`aBCjTcQ-4b#K0^uBZkI~n}En?xUrThGGS?%SgoS;?sjBne7Q5zd@Zm-SLw~n9V z%oy2^dyd;;$+5oKuhi?Y?|pfKME?<<6~A(YRmk(7nDH;5NWS9%#dsQWhSq6J+)nU1!J-5PJfPI` zE8y;1nIvxNKu73b;#Y7uekGOhE2)fM!T;L-mBP;4Y!h&%Cu6rN(Fz#s2`|!={KKEg ze5t$+G4Nvi9CH3~Zvf-Z)yF{7?e~GmTodRYJ|8HH`<4tq?_Vmg!n-&JJm3F*@c$~x zbzqTeT09UHVO=(BIJ(8roN%zyEs3%`2$@NPZZ{` z@4p%y2iuRuGBQ{Ak#X4yn$kl5M^tH}$EU~PF#Rh2Uq&0z(Av#mkjOCs-?ECL5|slKtJgcTMk4Oc2SJDJQ0^)DrUJ_|{@6 R?N4jJ{{b^WQmu0q004~yLlXc1 literal 0 HcmV?d00001 diff --git a/benchmark/run-all.R b/benchmark/run-all.R new file mode 100644 index 000000000..d6b67779e --- /dev/null +++ b/benchmark/run-all.R @@ -0,0 +1,51 @@ +## benchmark/run-all.R +## +## Drive the full benchmark suite end to end: +## +## 1. Overhead benchmark (.Call vs data.frame vs matrix). +## 2. TTR comparison (talib vs TTR). +## 3. Save PNGs of the three plots. +## +## Invoke via `make bench` or `Rscript benchmark/run-all.R`. The full +## grid (8 indicators x 4 sizes x 1000 iters, twice) runs in minutes; +## the largest TTR cells dominate the wall clock. + +source("benchmark/benchmark-utils.R") + +out_dir <- file.path("benchmark", "results") +dir.create(out_dir, showWarnings = FALSE, recursive = TRUE) + +## Echo the configuration once so the log shows what was actually run. +message("Sizes: ", paste(format(BENCHMARK_SIZES, big.mark = ","), collapse = ", ")) +message("Iterations: ", BENCHMARK_ITERATIONS) +message("Warmup: ", BENCHMARK_WARMUP) + + +## Overhead benchmark + +## local = TRUE keeps run_overhead in this frame so we can call it +## directly without polluting the global env. The sourced file's +## stand-alone entry point is skipped because sys.nframe() > 0 here. +message("\n=== Overhead benchmark (.Call vs data.frame vs matrix) ===") +source("benchmark/benchmark-overhead.R", local = TRUE) +overhead <- run_overhead() +saveRDS(overhead, file.path(out_dir, "overhead.rds")) + + +## TTR comparison + +message("\n=== TTR comparison (talib vs TTR) ===") +source("benchmark/benchmark-ttr.R", local = TRUE) +ttr <- run_ttr() +saveRDS(ttr, file.path(out_dir, "ttr.rds")) + + +## Plots + +## save_plots writes all three PNGs with the same ggsave settings; we +## delegate so the I/O parameters live in benchmark-plots.R only. +message("\n=== Plots ===") +source("benchmark/benchmark-plots.R", local = TRUE) +save_plots(overhead, ttr, out_dir) + +message("\nAll done. Results in benchmark/results/") From 03784d241f632a23f28e5bbc8de9328190bce5db Mon Sep 17 00:00:00 2001 From: serkor1 <77464572+serkor1@users.noreply.github.com> Date: Wed, 20 May 2026 22:03:43 +0200 Subject: [PATCH 2/2] :books: Added references to benchmarks * The README now includes a subtle reference to the benchmark where the claim of speed is made. * Added linebreak after dots (this is good standard) --- README.md | 9 ++++++--- dev/README.Rmd | 8 +++++--- 2 files changed, 11 insertions(+), 6 deletions(-) diff --git a/README.md b/README.md index 5f978e877..e69809f15 100644 --- a/README.md +++ b/README.md @@ -25,7 +25,7 @@ technical-analysis features in R without building a heavy dependency stack. Core computations are executed in C through `.Call()`, while charting support is available through optional [{plotly}](https://github.com/plotly/plotly.R) and -[{ggplot2}](https://ggplot2.tidyverse.org/) integrations. +[{ggplot2}](https://ggplot2.tidyverse.org/) integrations.[^1] The API covers 150+ [TA-Lib](https://github.com/TA-Lib/ta-lib)-backed functions across momentum, overlap, volatility, volume, cycle, @@ -47,7 +47,7 @@ including 61 candlestick pattern detectors. -## Installation[^1] +## Installation[^2] Install the release version from CRAN: @@ -265,7 +265,10 @@ released with a [Contributor Code of Conduct](https://contributor-covenant.org/version/2/1/CODE_OF_CONDUCT.html). By contributing to this project, you agree to abide by its terms. -[^1]: `{talib}` is a compiled package. CRAN binaries are available for +[^1]: See `benchmark/` for detailed benchmarks against [{TTR}]() and + general performance across multiple indicators. + +[^2]: `{talib}` is a compiled package. CRAN binaries are available for standard platforms when provided by CRAN. Source installation requires a working compiler toolchain and [CMake](https://cmake.org/). diff --git a/dev/README.Rmd b/dev/README.Rmd index 500215ba9..189ca86bf 100644 --- a/dev/README.Rmd +++ b/dev/README.Rmd @@ -35,7 +35,8 @@ knitr::opts_chunk$set( [{talib}](https://serkor1.github.io/ta-lib-R/) provides fast R bindings -to the [TA-Lib](https://github.com/TA-Lib/ta-lib) C library for OHLCV data: technical indicators, candlestick pattern recognition, rolling-window utilities, and composable financial charts. It is designed for researchers, analysts, and quant developers who need technical-analysis features in R without building a heavy dependency stack. Core computations are executed in C through `.Call()`, while charting support is available through optional [{plotly}](https://github.com/plotly/plotly.R) and [{ggplot2}](https://ggplot2.tidyverse.org/) integrations. +to the [TA-Lib](https://github.com/TA-Lib/ta-lib) C library for OHLCV data: technical indicators, candlestick pattern recognition, rolling-window utilities, and composable financial charts. +It is designed for researchers, analysts, and quant developers who need technical-analysis features in R without building a heavy dependency stack. Core computations are executed in C through `.Call()`, while charting support is available through optional [{plotly}](https://github.com/plotly/plotly.R) and [{ggplot2}](https://ggplot2.tidyverse.org/) integrations.[^1] The API covers 150+ [TA-Lib](https://github.com/TA-Lib/ta-lib)-backed functions across momentum, overlap, volatility, volume, cycle, price-transform, rolling-statistics, and candlestick-pattern families, including 61 candlestick pattern detectors. @@ -54,7 +55,7 @@ The API covers 150+ [TA-Lib](https://github.com/TA-Lib/ta-lib)-backed functions -## Installation[^1] +## Installation[^2] Install the release version from CRAN: @@ -238,4 +239,5 @@ See CONTRIBUTING.md for the full development workflow. Please note that [{talib}](https://serkor1.github.io/ta-lib-R/) is released with a [Contributor Code of Conduct](https://contributor-covenant.org/version/2/1/CODE_OF_CONDUCT.html). By contributing to this project, you agree to abide by its terms. -[^1]: `{talib}` is a compiled package. CRAN binaries are available for standard platforms when provided by CRAN. Source installation requires a working compiler toolchain and [CMake](https://cmake.org/). \ No newline at end of file +[^1]: See `benchmark/` for detailed benchmarks against [{TTR}]() and general performance across multiple indicators. +[^2]: `{talib}` is a compiled package. CRAN binaries are available for standard platforms when provided by CRAN. Source installation requires a working compiler toolchain and [CMake](https://cmake.org/). \ No newline at end of file