From 3f183e65c78722723534aa90ba4634958a08fb41 Mon Sep 17 00:00:00 2001 From: Hanting Zhang Date: Fri, 12 Jan 2024 22:32:49 +0000 Subject: [PATCH] ig we push these --- .gitignore | 3 +- benches/data.md | 51 +++++++ benches/msm.rs | 269 +++++++++++++++++++------------------ benchmark_cmp_zeros.md | 33 +++++ benchmarks.md | 11 ++ cmp_zeros.json | 33 +++++ dat.json | 0 data.json | 5 + examples/abomonated_msm.rs | 106 +++++---------- plots/lurkrs_1.png | Bin 0 -> 71424 bytes plots/lurkrs_10.png | Bin 0 -> 41010 bytes plots/lurkrs_13.png | Bin 0 -> 72486 bytes plots/lurkrs_14.png | Bin 0 -> 40738 bytes plots/lurkrs_17.png | Bin 0 -> 71759 bytes plots/lurkrs_18.png | Bin 0 -> 41604 bytes plots/lurkrs_2.png | Bin 0 -> 42177 bytes plots/lurkrs_21.png | Bin 0 -> 72296 bytes plots/lurkrs_22.png | Bin 0 -> 42200 bytes plots/lurkrs_25.png | Bin 0 -> 72699 bytes plots/lurkrs_26.png | Bin 0 -> 42702 bytes plots/lurkrs_29.png | Bin 0 -> 73014 bytes plots/lurkrs_30.png | Bin 0 -> 42403 bytes plots/lurkrs_5.png | Bin 0 -> 71441 bytes plots/lurkrs_6.png | Bin 0 -> 41216 bytes plots/lurkrs_9.png | Bin 0 -> 72223 bytes src/lib.rs | 26 +++- src/tests.rs | 150 --------------------- src/utils.rs | 157 ++++++++++++++++------ 28 files changed, 450 insertions(+), 394 deletions(-) create mode 100644 benches/data.md create mode 100644 benchmark_cmp_zeros.md create mode 100644 benchmarks.md create mode 100644 cmp_zeros.json create mode 100644 dat.json create mode 100644 data.json create mode 100644 plots/lurkrs_1.png create mode 100644 plots/lurkrs_10.png create mode 100644 plots/lurkrs_13.png create mode 100644 plots/lurkrs_14.png create mode 100644 plots/lurkrs_17.png create mode 100644 plots/lurkrs_18.png create mode 100644 plots/lurkrs_2.png create mode 100644 plots/lurkrs_21.png create mode 100644 plots/lurkrs_22.png create mode 100644 plots/lurkrs_25.png create mode 100644 plots/lurkrs_26.png create mode 100644 plots/lurkrs_29.png create mode 100644 plots/lurkrs_30.png create mode 100644 plots/lurkrs_5.png create mode 100644 plots/lurkrs_6.png create mode 100644 plots/lurkrs_9.png delete mode 100644 src/tests.rs diff --git a/.gitignore b/.gitignore index 6b9f928..869df07 100644 --- a/.gitignore +++ b/.gitignore @@ -1,3 +1,2 @@ /target -Cargo.lock -/plots \ No newline at end of file +Cargo.lock \ No newline at end of file diff --git a/benches/data.md b/benches/data.md new file mode 100644 index 0000000..cd7aeab --- /dev/null +++ b/benches/data.md @@ -0,0 +1,51 @@ +# Benchmarks + +## Table of Contents + +- [Benchmark Results](#benchmark-results) + - [GPU](#GPU) + - [lurkrs](#lurkrs) + +## Benchmark Results + +### GPU + +| | `random` | `lurkrs` | +|:-------------------------------------|:---------------------------|:----------------------------------| +| **`witness 1, 7941351 scalars`** | `119.79 ms` (✅ **1.00x**) | `552.09 ms` (❌ *4.60x slower*) | +| **`T 2, 9699051 scalars`** | `144.74 ms` (✅ **1.00x**) | `143.87 ms` (✅ **1.00x faster**) | +| **`witness 5, 7941351 scalars`** | `118.40 ms` (✅ **1.00x**) | `560.24 ms` (❌ *4.74x slower*) | +| **`T 6, 9699051 scalars`** | `143.99 ms` (✅ **1.00x**) | `323.89 ms` (❌ *2.25x slower*) | +| **`witness 9, 7941351 scalars`** | `120.42 ms` (✅ **1.00x**) | `561.95 ms` (❌ *4.67x slower*) | +| **`T 10, 9699051 scalars`** | `143.02 ms` (✅ **1.00x**) | `350.17 ms` (❌ *2.44x slower*) | +| **`witness 13, 7941351 scalars`** | `111.75 ms` (✅ **1.00x**) | `560.65 ms` (❌ *5.04x slower*) | +| **`T 14, 9699051 scalars`** | `119.85 ms` (✅ **1.00x**) | `468.23 ms` (❌ *3.93x slower*) | +| **`witness 17, 7941351 scalars`** | `119.13 ms` (✅ **1.00x**) | `560.10 ms` (❌ *4.66x slower*) | +| **`T 18, 9699051 scalars`** | `143.52 ms` (✅ **1.00x**) | `564.23 ms` (❌ *3.94x slower*) | +| **`witness 21, 7941351 scalars`** | `121.13 ms` (✅ **1.00x**) | `558.80 ms` (❌ *4.65x slower*) | +| **`T 22, 9699051 scalars`** | `145.63 ms` (✅ **1.00x**) | `614.23 ms` (❌ *4.23x slower*) | +| **`witness 25, 7941351 scalars`** | `118.84 ms` (✅ **1.00x**) | `557.14 ms` (❌ *4.72x slower*) | +| **`T 26, 9699051 scalars`** | `141.11 ms` (✅ **1.00x**) | `679.76 ms` (❌ *4.81x slower*) | +| **`witness 29, 7941351 scalars`** | `119.40 ms` (✅ **1.00x**) | `557.92 ms` (❌ *4.68x slower*) | +| **`T 30, 9699051 scalar`** | `142.80 ms` (✅ **1.00x**) | `702.32 ms` (❌ *4.94x slower*) | + +### lurkrs + +| | `lurkrs/fibonacci` | `pasta-msm/benches/lurkrs` | +|:-------------------------------------|:---------------------------|:----------------------------------| +| **`witness 1, 7941351 scalars`** | `559.07 ms` (✅ **1.00x**) | `552.09 ms` (✅ **0.98x faster**) | +| **`T 2, 9699051 scalars`** | `135.27 ms` (✅ **1.00x**) | `143.87 ms` (✅ **1.05x slower**) | +| **`witness 5, 7941351 scalars`** | `547.40 ms` (✅ **1.00x**) | `560.24 ms` (✅ **1.02x slower**) | +| **`T 6, 9699051 scalars`** | `316.52 ms` (✅ **1.00x**) | `323.89 ms` (✅ **1.02x slower**) | +| **`witness 9, 7941351 scalars`** | `544.42 ms` (✅ **1.00x**) | `561.95 ms` (✅ **1.03x slower**) | +| **`T 10, 9699051 scalars`** | `344.99 ms` (✅ **1.00x**) | `350.17 ms` (✅ **1.01x slower**) | +| **`witness 13, 7941351 scalars`** | `552.01 ms` (✅ **1.00x**) | `560.65 ms` (✅ **1.01x slower**) | +| **`T 14, 9699051 scalars`** | `457.50 ms` (✅ **1.00x**) | `468.23 ms` (✅ **1.02x slower**) | +| **`witness 17, 7941351 scalars`** | `545.15 ms` (✅ **1.00x**) | `560.10 ms` (✅ **1.02x slower**) | +| **`T 18, 9699051 scalars`** | `556.29 ms` (✅ **1.00x**) | `564.23 ms` (✅ **1.01x slower**) | +| **`witness 21, 7941351 scalars`** | `548.88 ms` (✅ **1.00x**) | `558.80 ms` (✅ **1.02x slower**) | +| **`T 22, 9699051 scalars`** | `607.14 ms` (✅ **1.00x**) | `614.23 ms` (✅ **1.01x slower**) | +| **`witness 25, 7941351 scalars`** | `550.40 ms` (✅ **1.00x**) | `557.14 ms` (✅ **1.01x slower**) | +| **`T 26, 9699051 scalars`** | `680.36 ms` (✅ **1.00x**) | `679.76 ms` (✅ **1.00x slower**) | +| **`witness 29, 7941351 scalars`** | `549.54 ms` (✅ **1.00x**) | `557.92 ms` (✅ **1.01x slower**) | +| **`T 30, 9699051 scalar`** | `692.39 ms` (✅ **1.00x**) | `702.32 ms` (✅ **1.02x slower**) | diff --git a/benches/msm.rs b/benches/msm.rs index 7075119..567e30d 100644 --- a/benches/msm.rs +++ b/benches/msm.rs @@ -2,160 +2,169 @@ // Licensed under the Apache License, Version 2.0, see LICENSE for details. // SPDX-License-Identifier: Apache-2.0 -use criterion::{criterion_group, criterion_main, Criterion}; -use pasta_msm::utils::{gen_points, gen_scalars}; +#![allow(dead_code)] +#![allow(unused_imports)] +#![allow(unused_mut)] + +use std::io::Read; + +use abomonation::Abomonation; +use criterion::{criterion_group, criterion_main, Criterion, BenchmarkId}; + +use pasta_curves::{group::ff::{PrimeField, Field}, pallas}; +use pasta_msm::{self, utils::CommitmentKey}; +use rand::thread_rng; #[cfg(feature = "cuda")] -use pasta_msm::cuda_available; -use pasta_curves::{pallas, group::ff::Field}; +extern "C" { + fn cuda_available() -> bool; +} -fn criterion_benchmark(c: &mut Criterion) { - let bench_npow: usize = std::env::var("BENCH_NPOW") - .unwrap_or("18".to_string()) - .parse() - .unwrap(); - let npoints: usize = 1 << bench_npow; +fn read_abomonated(name: String) -> std::io::Result { + use std::fs::OpenOptions; + use std::io::BufReader; - // println!("generating {} random points, just hang on...", npoints); - let mut points = gen_points(npoints); - let mut scalars = gen_scalars(npoints); + let arecibo = home::home_dir().unwrap().join(".arecibo_witness"); - #[cfg(feature = "cuda")] - { - unsafe { pasta_msm::CUDA_OFF = true }; - } + let data = OpenOptions::new() + .read(true) + .write(true) + .create(true) + .open(arecibo.join(name))?; + let mut reader = BufReader::new(data); + let mut bytes = vec![]; + reader.read_to_end(&mut bytes)?; - let mut group = c.benchmark_group("CPU"); - group.sample_size(10); + let (data, _) = unsafe { abomonation::decode::(&mut bytes).unwrap() }; - group.bench_function(format!("2**{} points", bench_npow), |b| { - b.iter(|| { - let _ = pasta_msm::pallas(&points, &scalars, npoints); - }) - }); + Ok(data.clone()) +} + +fn criterion_benchmark(c: &mut Criterion) { + let npoints: usize = 10_000_000; + let scalars = pasta_msm::utils::gen_scalars(npoints); + // let nonuniform_scalars = pasta_msm::utils::generate_nonuniform_scalars(npoints); + let points = pasta_msm::utils::gen_points(npoints); - group.finish(); + let mut rng = thread_rng(); #[cfg(feature = "cuda")] if unsafe { cuda_available() } { unsafe { pasta_msm::CUDA_OFF = false }; - const EXTRA: usize = 5; - let bench_npow = bench_npow + EXTRA; - let npoints: usize = 1 << bench_npow; - - while points.len() < npoints { - points.append(&mut points.clone()); - } - scalars.append(&mut gen_scalars(npoints - scalars.len())); - let mut group = c.benchmark_group("GPU"); group.sample_size(20); - let context = pasta_msm::pallas_init(&points, npoints); + for i in 0..32 { + let witness_i = read_abomonated::< + Vec<::Repr>, + >(i.to_string()) + .unwrap(); + let mut witness_i = unsafe { + std::mem::transmute::, Vec>(witness_i) + }; - for nnz in [1.0, 0.75, 0.5, 0.25, 0.10, 0.01] { - let zeros = ((1.0 - nnz) * npoints as f64) as usize; + let witness_n = witness_i.len(); - for i in 0..zeros { - scalars[i] = pallas::Scalar::ZERO; + if witness_n < 1_000_000 { + continue; } - group.bench_function(format!("2**{} points {}", bench_npow, nnz), |b| { - b.iter(|| { - let _ = pasta_msm::pallas_with(&context, npoints, npoints - zeros, &scalars); - }) - }); - + let name = format!("#{i}, {} scalars", witness_n); + + // group.bench_function(BenchmarkId::new("random", &name), |b| { + // b.iter(|| { + // let _ = pasta_msm::pallas( + // &points[..witness_n], + // &scalars[..witness_n], + // witness_n, + // ); + // }) + // }); + + group.bench_function( + BenchmarkId::new("lurkrs", &name), + |b| { + b.iter(|| { + let _ = pasta_msm::pallas( + &points[..witness_n], + &witness_i, + witness_n, + ); + }) + }, + ); + + for w_i in witness_i.iter_mut() { + if w_i.is_zero_vartime() { + *w_i = pallas::Scalar::random(&mut rng); + } + } + group.bench_function( + BenchmarkId::new("lurkrs no zeros", &name), + |b| { + b.iter(|| { + let _ = pasta_msm::pallas( + &points[..witness_n], + &witness_i, + witness_n, + ); + }) + }, + ); } - group.finish(); + // group.bench_function(format!("biased {} scalars", npoints), |b| { + // b.iter(|| { + // let _ = + // pasta_msm::pallas(&points, &nonuniform_scalars, npoints); + // }) + // }); + + // for npoints in [7941351, 9699051] { + // group.bench_function(format!("random {} scalars", npoints), |b| { + // b.iter(|| { + // let _ = pasta_msm::pallas(&points, &scalars, npoints); + // }) + // }); + // } + + // let context = pasta_msm::pallas_init(&points, npoints); + + // group.bench_function(format!("preallocated lurkrs {} scalars", npoints), |b| { + // b.iter(|| { + // let _ = pasta_msm::pallas_with(&context, npoints, npoints, &witness_primary); + // }) + // }); + + // group.bench_function( + // format!("preallocated biased {} scalars", npoints), + // |b| { + // b.iter(|| { + // let _ = pasta_msm::pallas_with( + // &context, + // npoints, + // npoints, + // &nonuniform_scalars, + // ); + // }) + // }, + // ); + + // group.bench_function( + // format!("preallocated random {} scalars", npoints), + // |b| { + // b.iter(|| { + // let _ = pasta_msm::pallas_with( + // &context, npoints, npoints, &scalars, + // ); + // }) + // }, + // ); + + // group.finish(); } } criterion_group!(benches, criterion_benchmark); criterion_main!(benches); - - - -// // Copyright Supranational LLC -// // Licensed under the Apache License, Version 2.0, see LICENSE for details. -// // SPDX-License-Identifier: Apache-2.0 - -// #![allow(dead_code)] -// #![allow(unused_imports)] -// #![allow(unused_mut)] - -// use std::io::Read; - -// use abomonation::Abomonation; -// use criterion::{criterion_group, criterion_main, Criterion}; - -// use pasta_curves::{pallas, group::ff::PrimeField}; -// use pasta_msm::{self, utils::CommitmentKey}; - -// #[cfg(feature = "cuda")] -// extern "C" { -// fn cuda_available() -> bool; -// } - -// include!("../src/tests.rs"); - -// fn read_abomonated(name: String) -> std::io::Result { -// use std::fs::OpenOptions; -// use std::io::BufReader; - -// let arecibo = home::home_dir().unwrap().join(".arecibo"); - -// let data = OpenOptions::new() -// .read(true) -// .write(true) -// .create(true) -// .open(arecibo.join(name))?; -// let mut reader = BufReader::new(data); -// let mut bytes = vec![]; -// reader.read_to_end(&mut bytes)?; - -// let (data, _) = unsafe { abomonation::decode::(&mut bytes).unwrap() }; - -// Ok(data.clone()) -// } - -// fn criterion_benchmark(c: &mut Criterion) { -// let witness_primary = read_abomonated::< -// Vec<::Repr>, -// >("witness_primary".into()) -// .unwrap(); -// let witness_primary = unsafe { -// std::mem::transmute::, Vec>(witness_primary) -// }; -// let npoints: usize = witness_primary.len(); - -// let scalars = crate::tests::gen_scalars(npoints); -// let points = crate::tests::gen_points(npoints); - -// #[cfg(feature = "cuda")] -// if unsafe { cuda_available() } { -// unsafe { pasta_msm::CUDA_OFF = false }; - -// let mut group = c.benchmark_group("GPU"); -// group.sample_size(20); - -// group.bench_function(format!("lurkrs {} scalars", npoints), |b| { -// b.iter(|| { -// let _ = pasta_msm::pallas(&points, &witness_primary); -// }) -// }); - -// group.bench_function(format!("random {} scalars", npoints), |b| { -// b.iter(|| { -// let _ = pasta_msm::pallas(&points, &scalars); -// }) -// }); - -// group.finish(); -// } -// } - -// criterion_group!(benches, criterion_benchmark); -// criterion_main!(benches); diff --git a/benchmark_cmp_zeros.md b/benchmark_cmp_zeros.md new file mode 100644 index 0000000..8daf4a6 --- /dev/null +++ b/benchmark_cmp_zeros.md @@ -0,0 +1,33 @@ +# Benchmarks + +## Table of Contents + +- [Benchmark Results](#benchmark-results) + - [GPU](#gpu) + +## Benchmark Results + +### GPU + +| | `lurkrs` | `lurkrs no zeros` | +|:---------------------------|:--------------------------|:--------------------------------- | +| **`#1, 7941351 scalars`** | `550.19 ms` (✅ **1.00x**) | `566.97 ms` (✅ **1.03x slower**) | +| **`#2, 9699051 scalars`** | `148.77 ms` (✅ **1.00x**) | `176.85 ms` (❌ *1.19x slower*) | +| **`#5, 7941351 scalars`** | `558.14 ms` (✅ **1.00x**) | `572.18 ms` (✅ **1.03x slower**) | +| **`#6, 9699051 scalars`** | `330.08 ms` (✅ **1.00x**) | `363.44 ms` (✅ **1.10x slower**) | +| **`#9, 7941351 scalars`** | `559.80 ms` (✅ **1.00x**) | `571.99 ms` (✅ **1.02x slower**) | +| **`#10, 9699051 scalars`** | `350.76 ms` (✅ **1.00x**) | `394.22 ms` (❌ *1.12x slower*) | +| **`#13, 7941351 scalars`** | `557.43 ms` (✅ **1.00x**) | `569.30 ms` (✅ **1.02x slower**) | +| **`#14, 9699051 scalars`** | `465.93 ms` (✅ **1.00x**) | `501.17 ms` (✅ **1.08x slower**) | +| **`#17, 7941351 scalars`** | `556.75 ms` (✅ **1.00x**) | `569.25 ms` (✅ **1.02x slower**) | +| **`#18, 9699051 scalars`** | `562.11 ms` (✅ **1.00x**) | `596.44 ms` (✅ **1.06x slower**) | +| **`#21, 7941351 scalars`** | `557.79 ms` (✅ **1.00x**) | `572.85 ms` (✅ **1.03x slower**) | +| **`#22, 9699051 scalars`** | `615.48 ms` (✅ **1.00x**) | `645.91 ms` (✅ **1.05x slower**) | +| **`#25, 7941351 scalars`** | `558.32 ms` (✅ **1.00x**) | `569.35 ms` (✅ **1.02x slower**) | +| **`#26, 9699051 scalars`** | `681.24 ms` (✅ **1.00x**) | `708.16 ms` (✅ **1.04x slower**) | +| **`#29, 7941351 scalars`** | `556.30 ms` (✅ **1.00x**) | `570.89 ms` (✅ **1.03x slower**) | +| **`#30, 9699051 scalars`** | `704.70 ms` (✅ **1.00x**) | `731.01 ms` (✅ **1.04x slower**) | + +--- +Made with [criterion-table](https://github.com/nu11ptr/criterion-table) + diff --git a/benchmarks.md b/benchmarks.md new file mode 100644 index 0000000..036de89 --- /dev/null +++ b/benchmarks.md @@ -0,0 +1,11 @@ +# Benchmarks + +## Table of Contents + +- [Benchmark Results](#benchmark-results) + +## Benchmark Results + +--- +Made with [criterion-table](https://github.com/nu11ptr/criterion-table) + diff --git a/cmp_zeros.json b/cmp_zeros.json new file mode 100644 index 0000000..f4bab35 --- /dev/null +++ b/cmp_zeros.json @@ -0,0 +1,33 @@ +{"reason":"benchmark-complete","id":"GPU/lurkrs/#1, 7941351 scalars","report_directory":"/home/paperspace/lurk-lab/pasta-msm/target/criterion/reports/GPU/lurkrs/#1, 7941351 scalars","iteration_count":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"measured_values":[549555511.0,544464194.0,548161618.0,547484978.0,547740414.0,548791387.0,547612029.0,555209218.0,554849893.0,549571279.0,555696082.0,544613373.0,548075400.0,551478260.0,553811368.0,553326456.0,553707032.0,549774999.0,549156529.0,550656651.0],"unit":"ns","throughput":[],"typical":{"estimate":550186833.55,"lower_bound":548774266.9,"upper_bound":551615097.4925,"unit":"ns"},"mean":{"estimate":550186833.55,"lower_bound":548774266.9,"upper_bound":551615097.4925,"unit":"ns"},"median":{"estimate":549563395.0,"lower_bound":548118509.0,"upper_bound":552402358.0,"unit":"ns"},"median_abs_dev":{"estimate":2866036.989417672,"lower_bound":1295596.673798561,"upper_bound":5984320.573157072,"unit":"ns"},"slope":null,"change":{"mean":{"estimate":-0.003959301670288795,"lower_bound":-0.007857033891566827,"upper_bound":0.00034684212842896786,"unit":"%"},"median":{"estimate":-0.006006591662487182,"lower_bound":-0.010528484531077686,"upper_bound":0.0030994544953488745,"unit":"%"},"change":"NoChange"}} +{"reason":"benchmark-complete","id":"GPU/lurkrs no zeros/#1, 7941351 scalars","report_directory":"/home/paperspace/lurk-lab/pasta-msm/target/criterion/reports/GPU/lurkrs no zeros/#1, 7941351 scalars","iteration_count":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"measured_values":[562941818.0,565929183.0,564486581.0,568382369.0,560076303.0,570106041.0,569541653.0,578777958.0,564227187.0,568892762.0,569199947.0,565560633.0,564858835.0,568895800.0,564310500.0,570358873.0,570457198.0,563474047.0,561880055.0,567089192.0],"unit":"ns","throughput":[],"typical":{"estimate":566972346.75,"lower_bound":565287969.4287499,"upper_bound":568806821.54,"unit":"ns"},"mean":{"estimate":566972346.75,"lower_bound":565287969.4287499,"upper_bound":568806821.54,"unit":"ns"},"median":{"estimate":566509187.5,"lower_bound":564398540.5,"upper_bound":569047873.5,"unit":"ns"},"median_abs_dev":{"estimate":3763855.796778202,"lower_bound":1563346.8160450459,"upper_bound":5464961.354577541,"unit":"ns"},"slope":null,"change":null} +{"reason":"benchmark-complete","id":"GPU/lurkrs/#2, 9699051 scalars","report_directory":"/home/paperspace/lurk-lab/pasta-msm/target/criterion/reports/GPU/lurkrs/#2, 9699051 scalars","iteration_count":[2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2],"measured_values":[301739371.0,315452410.0,310464112.0,301333006.0,298112938.0,283158191.0,307506068.0,311154560.0,308644399.0,286940913.0,290638653.0,291622244.0,281799857.0,290636868.0,306678832.0,303881530.0,286721046.0,295595185.0,279835325.0,298964722.0],"unit":"ns","throughput":[],"typical":{"estimate":148772005.75,"lower_bound":146501397.156875,"upper_bound":151066050.97625,"unit":"ns"},"mean":{"estimate":148772005.75,"lower_bound":146501397.156875,"upper_bound":151066050.97625,"unit":"ns"},"median":{"estimate":149269415.0,"lower_bound":145318880.25,"upper_bound":152640090.5,"unit":"ns"},"median_abs_dev":{"estimate":6340798.393428326,"lower_bound":3233825.1942381263,"upper_bound":8740177.03358084,"unit":"ns"},"slope":null,"change":{"mean":{"estimate":-0.009818859428470494,"lower_bound":-0.026895595822069865,"upper_bound":0.008469506850943585,"unit":"%"},"median":{"estimate":-0.012081240795350001,"lower_bound":-0.040913327581844516,"upper_bound":0.01444688314639797,"unit":"%"},"change":"NoChange"}} +{"reason":"benchmark-complete","id":"GPU/lurkrs no zeros/#2, 9699051 scalars","report_directory":"/home/paperspace/lurk-lab/pasta-msm/target/criterion/reports/GPU/lurkrs no zeros/#2, 9699051 scalars","iteration_count":[2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2],"measured_values":[352364969.0,355033011.0,352102142.0,356374459.0,352076929.0,358951728.0,350038773.0,359804733.0,353679446.0,353510155.0,346274557.0,350404368.0,353111495.0,358630418.0,348633623.0,353550221.0,348361612.0,361488826.0,352615700.0,357138071.0],"unit":"ns","throughput":[],"typical":{"estimate":176853630.9,"lower_bound":175998760.32250002,"upper_bound":177736471.44125,"unit":"ns"},"mean":{"estimate":176853630.9,"lower_bound":175998760.32250002,"upper_bound":177736471.44125,"unit":"ns"},"median":{"estimate":176655412.5,"lower_bound":176044767.75,"upper_bound":177851867.5,"unit":"ns"},"median_abs_dev":{"estimate":2212814.189864695,"lower_bound":604788.4823128581,"upper_bound":3303586.7120996118,"unit":"ns"},"slope":null,"change":null} +{"reason":"benchmark-complete","id":"GPU/lurkrs/#5, 7941351 scalars","report_directory":"/home/paperspace/lurk-lab/pasta-msm/target/criterion/reports/GPU/lurkrs/#5, 7941351 scalars","iteration_count":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"measured_values":[563638768.0,564505392.0,556926064.0,556974245.0,557836763.0,554414670.0,556370291.0,559986274.0,555692967.0,553935137.0,558870127.0,561126154.0,549311697.0,555799776.0,558862207.0,557886942.0,557375767.0,561651429.0,564023239.0,557689188.0],"unit":"ns","throughput":[],"typical":{"estimate":558143854.85,"lower_bound":556556959.04125,"upper_bound":559703723.3037499,"unit":"ns"},"mean":{"estimate":558143854.85,"lower_bound":556556959.04125,"upper_bound":559703723.3037499,"unit":"ns"},"median":{"estimate":557762975.5,"lower_bound":556648177.5,"upper_bound":559428200.5,"unit":"ns"},"median_abs_dev":{"estimate":2989817.037320137,"lower_bound":1240804.9678713083,"upper_bound":5330700.807461143,"unit":"ns"},"slope":null,"change":null} +{"reason":"benchmark-complete","id":"GPU/lurkrs no zeros/#5, 7941351 scalars","report_directory":"/home/paperspace/lurk-lab/pasta-msm/target/criterion/reports/GPU/lurkrs no zeros/#5, 7941351 scalars","iteration_count":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"measured_values":[566485025.0,563455820.0,569166641.0,568938032.0,567913782.0,574109820.0,573783483.0,575806151.0,579166126.0,569395662.0,574105971.0,572409233.0,573411755.0,573386682.0,572265823.0,568756994.0,583416356.0,572563640.0,569994897.0,575031789.0],"unit":"ns","throughput":[],"typical":{"estimate":572178184.1,"lower_bound":570320555.42625,"upper_bound":574146199.9775001,"unit":"ns"},"mean":{"estimate":572178184.1,"lower_bound":570320555.42625,"upper_bound":574146199.9775001,"unit":"ns"},"median":{"estimate":572486436.5,"lower_bound":569281151.5,"upper_bound":573944727.0,"unit":"ns"},"median_abs_dev":{"estimate":4178060.870924592,"lower_bound":1353290.5691742897,"upper_bound":6274921.509887872,"unit":"ns"},"slope":null,"change":null} +{"reason":"benchmark-complete","id":"GPU/lurkrs/#6, 9699051 scalars","report_directory":"/home/paperspace/lurk-lab/pasta-msm/target/criterion/reports/GPU/lurkrs/#6, 9699051 scalars","iteration_count":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"measured_values":[319199420.0,319411587.0,360205477.0,321120423.0,337953169.0,352142293.0,320210644.0,335835849.0,325656481.0,326492308.0,338954560.0,319405900.0,350355166.0,324384334.0,324453649.0,322314554.0,324015468.0,322848928.0,329029598.0,327663971.0],"unit":"ns","throughput":[],"typical":{"estimate":330082688.95,"lower_bound":325335231.615,"upper_bound":335544169.39875,"unit":"ns"},"mean":{"estimate":330082688.95,"lower_bound":325335231.615,"upper_bound":335544169.39875,"unit":"ns"},"median":{"estimate":325055065.0,"lower_bound":322581741.0,"upper_bound":332432723.5,"unit":"ns"},"median_abs_dev":{"estimate":6537490.484136343,"lower_bound":3024281.5563082695,"upper_bound":14652781.039888611,"unit":"ns"},"slope":null,"change":null} +{"reason":"benchmark-complete","id":"GPU/lurkrs no zeros/#6, 9699051 scalars","report_directory":"/home/paperspace/lurk-lab/pasta-msm/target/criterion/reports/GPU/lurkrs no zeros/#6, 9699051 scalars","iteration_count":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"measured_values":[370760942.0,361971358.0,355647099.0,359820475.0,376573231.0,379786899.0,349940117.0,353475421.0,375477844.0,362743546.0,362107542.0,361868147.0,376643328.0,362271273.0,359939903.0,371812389.0,356334530.0,358515023.0,354526962.0,358660972.0],"unit":"ns","throughput":[],"typical":{"estimate":363443850.05,"lower_bound":359831992.19124997,"upper_bound":367255195.7925,"unit":"ns"},"mean":{"estimate":363443850.05,"lower_bound":359831992.19124997,"upper_bound":367255195.7925,"unit":"ns"},"median":{"estimate":361919752.5,"lower_bound":358587997.5,"upper_bound":366752244.0,"unit":"ns"},"median_abs_dev":{"estimate":8790243.322741985,"lower_bound":2935324.8165875673,"upper_bound":13593194.137072563,"unit":"ns"},"slope":null,"change":null} +{"reason":"benchmark-complete","id":"GPU/lurkrs/#9, 7941351 scalars","report_directory":"/home/paperspace/lurk-lab/pasta-msm/target/criterion/reports/GPU/lurkrs/#9, 7941351 scalars","iteration_count":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"measured_values":[560177449.0,559280831.0,558301980.0,562621016.0,557469341.0,565591890.0,559728407.0,554191843.0,559791062.0,563439986.0,552648232.0,562077554.0,564573290.0,556327458.0,555299425.0,560128915.0,559346784.0,560755024.0,564689755.0,559554189.0],"unit":"ns","throughput":[],"typical":{"estimate":559799721.55,"lower_bound":558287058.3824999,"upper_bound":561262578.4625,"unit":"ns"},"mean":{"estimate":559799721.55,"lower_bound":558287058.3824999,"upper_bound":561262578.4625,"unit":"ns"},"median":{"estimate":559759734.5,"lower_bound":558791405.5,"upper_bound":561416289.0,"unit":"ns"},"median_abs_dev":{"estimate":3416068.2362526655,"lower_bound":710022.3164945841,"upper_bound":5963584.1886252165,"unit":"ns"},"slope":null,"change":null} +{"reason":"benchmark-complete","id":"GPU/lurkrs no zeros/#9, 7941351 scalars","report_directory":"/home/paperspace/lurk-lab/pasta-msm/target/criterion/reports/GPU/lurkrs no zeros/#9, 7941351 scalars","iteration_count":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"measured_values":[570067186.0,566295187.0,567833732.0,570650918.0,565856502.0,568847938.0,572566798.0,568659633.0,571450776.0,572272078.0,572064336.0,577196162.0,575449098.0,572271720.0,576217749.0,578925493.0,576756355.0,567695632.0,573886217.0,574756110.0],"unit":"ns","throughput":[],"typical":{"estimate":571985981.0,"lower_bound":570365952.155,"upper_bound":573614479.9125,"unit":"ns"},"mean":{"estimate":571985981.0,"lower_bound":570365952.155,"upper_bound":573614479.9125,"unit":"ns"},"median":{"estimate":572168028.0,"lower_bound":569457562.0,"upper_bound":574321163.5,"unit":"ns"},"median_abs_dev":{"estimate":4893439.821124077,"lower_bound":2066941.5491044521,"upper_bound":6249651.112246513,"unit":"ns"},"slope":null,"change":null} +{"reason":"benchmark-complete","id":"GPU/lurkrs/#10, 9699051 scalars","report_directory":"/home/paperspace/lurk-lab/pasta-msm/target/criterion/reports/GPU/lurkrs/#10, 9699051 scalars","iteration_count":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"measured_values":[352665334.0,348128488.0,351609229.0,352374167.0,351608190.0,348288412.0,347335444.0,348088678.0,350528618.0,345981880.0,347493676.0,351917051.0,347615454.0,347008950.0,345566794.0,355644096.0,349576794.0,351186950.0,367862888.0,354644108.0],"unit":"ns","throughput":[],"typical":{"estimate":350756260.05,"lower_bound":348937961.42625004,"upper_bound":353097222.70625,"unit":"ns"},"mean":{"estimate":350756260.05,"lower_bound":348937961.42625004,"upper_bound":353097222.70625,"unit":"ns"},"median":{"estimate":350052706.0,"lower_bound":347852066.0,"upper_bound":351763140.0,"unit":"ns"},"median_abs_dev":{"estimate":3527633.8842719793,"lower_bound":1177021.293103695,"upper_bound":5388734.95953083,"unit":"ns"},"slope":null,"change":null} +{"reason":"benchmark-complete","id":"GPU/lurkrs no zeros/#10, 9699051 scalars","report_directory":"/home/paperspace/lurk-lab/pasta-msm/target/criterion/reports/GPU/lurkrs no zeros/#10, 9699051 scalars","iteration_count":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"measured_values":[389975919.0,404153152.0,392346377.0,395263471.0,393461507.0,399025353.0,395999208.0,402481888.0,389858875.0,394241731.0,395317957.0,393080117.0,388445226.0,392006765.0,388738942.0,399903370.0,395073167.0,391865092.0,391910177.0,391164088.0],"unit":"ns","throughput":[],"typical":{"estimate":394215619.1,"lower_bound":392454611.45625,"upper_bound":396179652.40625,"unit":"ns"},"mean":{"estimate":394215619.1,"lower_bound":392454611.45625,"upper_bound":396179652.40625,"unit":"ns"},"median":{"estimate":393270812.0,"lower_bound":391887634.5,"upper_bound":395290714.0,"unit":"ns"},"median_abs_dev":{"estimate":3079263.035032153,"lower_bound":1703076.674464345,"upper_bound":6498022.190237045,"unit":"ns"},"slope":null,"change":null} +{"reason":"benchmark-complete","id":"GPU/lurkrs/#13, 7941351 scalars","report_directory":"/home/paperspace/lurk-lab/pasta-msm/target/criterion/reports/GPU/lurkrs/#13, 7941351 scalars","iteration_count":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"measured_values":[565015630.0,559411012.0,559374536.0,553943144.0,552507372.0,559546134.0,557403190.0,554774792.0,556639197.0,555969599.0,555106274.0,556251939.0,559568633.0,558810740.0,553892237.0,556961082.0,556758685.0,560864463.0,555048667.0,560728781.0],"unit":"ns","throughput":[],"typical":{"estimate":557428805.35,"lower_bound":556188586.245,"upper_bound":558741462.85875,"unit":"ns"},"mean":{"estimate":557428805.35,"lower_bound":556188586.245,"upper_bound":558741462.85875,"unit":"ns"},"median":{"estimate":556859883.5,"lower_bound":555537936.5,"upper_bound":559392774.0,"unit":"ns"},"median_abs_dev":{"estimate":3409790.1666641235,"lower_bound":1421843.7680572271,"upper_bound":4174321.012490988,"unit":"ns"},"slope":null,"change":null} +{"reason":"benchmark-complete","id":"GPU/lurkrs no zeros/#13, 7941351 scalars","report_directory":"/home/paperspace/lurk-lab/pasta-msm/target/criterion/reports/GPU/lurkrs no zeros/#13, 7941351 scalars","iteration_count":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"measured_values":[572457387.0,568410604.0,568140508.0,577203356.0,569689040.0,567375085.0,567285708.0,571532851.0,568593805.0,569897903.0,572352670.0,570349323.0,565967321.0,568654984.0,569840141.0,565801104.0,561723275.0,572443593.0,567593931.0,570759319.0],"unit":"ns","throughput":[],"typical":{"estimate":569303595.4,"lower_bound":567927098.075,"upper_bound":570696427.74125,"unit":"ns"},"mean":{"estimate":569303595.4,"lower_bound":567927098.075,"upper_bound":570696427.74125,"unit":"ns"},"median":{"estimate":569172012.0,"lower_bound":567867219.5,"upper_bound":570554321.0,"unit":"ns"},"median_abs_dev":{"estimate":2508732.6196610928,"lower_bound":1366817.0700341463,"upper_bound":4026724.47861135,"unit":"ns"},"slope":null,"change":null} +{"reason":"benchmark-complete","id":"GPU/lurkrs/#14, 9699051 scalars","report_directory":"/home/paperspace/lurk-lab/pasta-msm/target/criterion/reports/GPU/lurkrs/#14, 9699051 scalars","iteration_count":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"measured_values":[468355957.0,467538330.0,473088988.0,464484125.0,473798102.0,468421527.0,464372586.0,464167278.0,462911904.0,464343378.0,464816855.0,465411809.0,462733595.0,460011275.0,462149577.0,465347942.0,468395227.0,460530755.0,471242295.0,466394290.0],"unit":"ns","throughput":[],"typical":{"estimate":465925789.75,"lower_bound":464360286.835,"upper_bound":467579074.84375,"unit":"ns"},"mean":{"estimate":465925789.75,"lower_bound":464360286.835,"upper_bound":467579074.84375,"unit":"ns"},"median":{"estimate":465082398.5,"lower_bound":464255328.0,"upper_bound":467947143.5,"unit":"ns"},"median_abs_dev":{"estimate":3561749.9922662973,"lower_bound":1110104.8845916986,"upper_bound":5778582.398709655,"unit":"ns"},"slope":null,"change":null} +{"reason":"benchmark-complete","id":"GPU/lurkrs no zeros/#14, 9699051 scalars","report_directory":"/home/paperspace/lurk-lab/pasta-msm/target/criterion/reports/GPU/lurkrs no zeros/#14, 9699051 scalars","iteration_count":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"measured_values":[499154014.0,501127057.0,497320950.0,505827687.0,501028151.0,500309004.0,499495573.0,501845620.0,499626059.0,501809618.0,504552294.0,500071998.0,504304713.0,498116517.0,498574291.0,501117586.0,499000395.0,504149843.0,501401083.0,504487485.0],"unit":"ns","throughput":[],"typical":{"estimate":501165996.9,"lower_bound":500156583.63874996,"upper_bound":502214148.8125,"unit":"ns"},"mean":{"estimate":501165996.9,"lower_bound":500156583.63874996,"upper_bound":502214148.8125,"unit":"ns"},"median":{"estimate":501072868.5,"lower_bound":499560816.0,"upper_bound":501827619.0,"unit":"ns"},"median_abs_dev":{"estimate":2591695.9489881992,"lower_bound":1107805.3720325232,"upper_bound":4133156.6242218018,"unit":"ns"},"slope":null,"change":null} +{"reason":"benchmark-complete","id":"GPU/lurkrs/#17, 7941351 scalars","report_directory":"/home/paperspace/lurk-lab/pasta-msm/target/criterion/reports/GPU/lurkrs/#17, 7941351 scalars","iteration_count":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"measured_values":[549901442.0,554426185.0,565867064.0,556670919.0,548275607.0,560983522.0,554656083.0,556039889.0,552328697.0,559393477.0,557991494.0,558766237.0,555802506.0,562923238.0,553002094.0,560158489.0,556543902.0,557024985.0,554049654.0,560149909.0],"unit":"ns","throughput":[],"typical":{"estimate":556747769.65,"lower_bound":554921431.5899999,"upper_bound":558571211.58875,"unit":"ns"},"mean":{"estimate":556747769.65,"lower_bound":554921431.5899999,"upper_bound":558571211.58875,"unit":"ns"},"median":{"estimate":556607410.5,"lower_bound":554541134.0,"upper_bound":559079857.0,"unit":"ns"},"median_abs_dev":{"estimate":3961375.919571519,"lower_bound":2040533.478373289,"upper_bound":6128441.892698407,"unit":"ns"},"slope":null,"change":null} +{"reason":"benchmark-complete","id":"GPU/lurkrs no zeros/#17, 7941351 scalars","report_directory":"/home/paperspace/lurk-lab/pasta-msm/target/criterion/reports/GPU/lurkrs no zeros/#17, 7941351 scalars","iteration_count":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"measured_values":[573503790.0,567000281.0,570837144.0,572577141.0,566620469.0,581079998.0,569374287.0,574648363.0,569144279.0,571338975.0,564561953.0,567784897.0,566588908.0,568610655.0,564327780.0,570649891.0,577435721.0,564766158.0,562857627.0,561362581.0],"unit":"ns","throughput":[],"typical":{"estimate":569253544.9,"lower_bound":567215571.8837501,"upper_bound":571427629.5699999,"unit":"ns"},"mean":{"estimate":569253544.9,"lower_bound":567215571.8837501,"upper_bound":571427629.5699999,"unit":"ns"},"median":{"estimate":568877467.0,"lower_bound":566604688.5,"upper_bound":571088059.5,"unit":"ns"},"median_abs_dev":{"estimate":4567284.135514498,"lower_bound":2356429.5721650124,"upper_bound":7179771.325233579,"unit":"ns"},"slope":null,"change":null} +{"reason":"benchmark-complete","id":"GPU/lurkrs/#18, 9699051 scalars","report_directory":"/home/paperspace/lurk-lab/pasta-msm/target/criterion/reports/GPU/lurkrs/#18, 9699051 scalars","iteration_count":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"measured_values":[560697794.0,560777065.0,559142305.0,560015098.0,559864942.0,564268435.0,562640353.0,565495207.0,562790919.0,560024393.0,560943521.0,563744915.0,560032503.0,563835152.0,567042180.0,561995503.0,563601862.0,561168246.0,560394677.0,563783555.0],"unit":"ns","throughput":[],"typical":{"estimate":562112931.25,"lower_bound":561228578.64,"upper_bound":563064518.0025,"unit":"ns"},"mean":{"estimate":562112931.25,"lower_bound":561228578.64,"upper_bound":563064518.0025,"unit":"ns"},"median":{"estimate":561581874.5,"lower_bound":560546235.5,"upper_bound":563673388.5,"unit":"ns"},"median_abs_dev":{"estimate":2316012.4142825603,"lower_bound":841926.2709528208,"upper_bound":3408225.282391906,"unit":"ns"},"slope":null,"change":null} +{"reason":"benchmark-complete","id":"GPU/lurkrs no zeros/#18, 9699051 scalars","report_directory":"/home/paperspace/lurk-lab/pasta-msm/target/criterion/reports/GPU/lurkrs no zeros/#18, 9699051 scalars","iteration_count":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"measured_values":[596205509.0,600098245.0,598841470.0,600346502.0,599015377.0,597221549.0,592744243.0,594850118.0,596517935.0,594602757.0,589449052.0,596540936.0,599986206.0,595414915.0,598434102.0,590525895.0,594071069.0,599642702.0,597868744.0,596357478.0],"unit":"ns","throughput":[],"typical":{"estimate":596436740.2,"lower_bound":595069790.6025001,"upper_bound":597696509.94625,"unit":"ns"},"mean":{"estimate":596436740.2,"lower_bound":595069790.6025001,"upper_bound":597696509.94625,"unit":"ns"},"median":{"estimate":596529435.5,"lower_bound":595132516.5,"upper_bound":598637786.0,"unit":"ns"},"median_abs_dev":{"estimate":3142157.891115546,"lower_bound":1516390.6509786844,"upper_bound":4658260.17639935,"unit":"ns"},"slope":null,"change":null} +{"reason":"benchmark-complete","id":"GPU/lurkrs/#21, 7941351 scalars","report_directory":"/home/paperspace/lurk-lab/pasta-msm/target/criterion/reports/GPU/lurkrs/#21, 7941351 scalars","iteration_count":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"measured_values":[560359640.0,560389342.0,558240453.0,556529940.0,556551530.0,555331688.0,559597720.0,555837520.0,558788125.0,554343461.0,559226619.0,558522590.0,555406632.0,555316770.0,558391260.0,557515286.0,555061883.0,563547722.0,561575603.0,555266032.0],"unit":"ns","throughput":[],"typical":{"estimate":557789990.8,"lower_bound":556755250.62,"upper_bound":558889757.6,"unit":"ns"},"mean":{"estimate":557789990.8,"lower_bound":556755250.62,"upper_bound":558889757.6,"unit":"ns"},"median":{"estimate":557877869.5,"lower_bound":555622076.0,"upper_bound":559007372.0,"unit":"ns"},"median_abs_dev":{"estimate":3344439.383724332,"lower_bound":1042586.5404903889,"upper_bound":4146709.8118811846,"unit":"ns"},"slope":null,"change":null} +{"reason":"benchmark-complete","id":"GPU/lurkrs no zeros/#21, 7941351 scalars","report_directory":"/home/paperspace/lurk-lab/pasta-msm/target/criterion/reports/GPU/lurkrs no zeros/#21, 7941351 scalars","iteration_count":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"measured_values":[571232760.0,566057548.0,569681953.0,569013826.0,567322437.0,569515383.0,570142999.0,575503301.0,572751367.0,574558823.0,569803036.0,579378469.0,581424636.0,578489539.0,571259195.0,576424345.0,572632881.0,570910815.0,567972330.0,582973001.0],"unit":"ns","throughput":[],"typical":{"estimate":572852432.2,"lower_bound":570890616.7275,"upper_bound":574984111.25875,"unit":"ns"},"mean":{"estimate":572852432.2,"lower_bound":570890616.7275,"upper_bound":574984111.25875,"unit":"ns"},"median":{"estimate":571245977.5,"lower_bound":569742494.5,"upper_bound":575031062.0,"unit":"ns"},"median_abs_dev":{"estimate":4081448.7262398005,"lower_bound":1644895.744997263,"upper_bound":7145607.032740116,"unit":"ns"},"slope":null,"change":null} +{"reason":"benchmark-complete","id":"GPU/lurkrs/#22, 9699051 scalars","report_directory":"/home/paperspace/lurk-lab/pasta-msm/target/criterion/reports/GPU/lurkrs/#22, 9699051 scalars","iteration_count":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"measured_values":[623153053.0,615777051.0,613070971.0,614700665.0,612687208.0,612143127.0,613696261.0,611674516.0,613583566.0,619732953.0,617483011.0,618373285.0,616866919.0,615465802.0,613835231.0,614418942.0,615328823.0,617184018.0,612209631.0,618144846.0],"unit":"ns","throughput":[],"typical":{"estimate":615476493.95,"lower_bound":614283594.35,"upper_bound":616794988.70125,"unit":"ns"},"mean":{"estimate":615476493.95,"lower_bound":614283594.35,"upper_bound":616794988.70125,"unit":"ns"},"median":{"estimate":615014744.0,"lower_bound":613639913.5,"upper_bound":617025468.5,"unit":"ns"},"median_abs_dev":{"estimate":3049001.6869693995,"lower_bound":1395301.5220284462,"upper_bound":4097812.497201775,"unit":"ns"},"slope":null,"change":null} +{"reason":"benchmark-complete","id":"GPU/lurkrs no zeros/#22, 9699051 scalars","report_directory":"/home/paperspace/lurk-lab/pasta-msm/target/criterion/reports/GPU/lurkrs no zeros/#22, 9699051 scalars","iteration_count":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"measured_values":[643805573.0,645874248.0,649606446.0,645536120.0,646921248.0,645253062.0,646170573.0,648919828.0,648334944.0,643332813.0,646770338.0,643341934.0,645858488.0,647813112.0,648315539.0,642628041.0,643249575.0,644698058.0,643357445.0,648344129.0],"unit":"ns","throughput":[],"typical":{"estimate":645906575.7,"lower_bound":644980826.53125,"upper_bound":646844507.7700001,"unit":"ns"},"mean":{"estimate":645906575.7,"lower_bound":644980826.53125,"upper_bound":646844507.7700001,"unit":"ns"},"median":{"estimate":645866368.0,"lower_bound":644251815.5,"upper_bound":647367180.0,"unit":"ns"},"median_abs_dev":{"estimate":3343237.7364456654,"lower_bound":1124756.6788315773,"upper_bound":3695823.7317860126,"unit":"ns"},"slope":null,"change":null} +{"reason":"benchmark-complete","id":"GPU/lurkrs/#25, 7941351 scalars","report_directory":"/home/paperspace/lurk-lab/pasta-msm/target/criterion/reports/GPU/lurkrs/#25, 7941351 scalars","iteration_count":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"measured_values":[555576196.0,555929871.0,556186316.0,562849877.0,554554839.0,556507661.0,557277111.0,557719380.0,555146959.0,557131952.0,561349341.0,559521282.0,559576371.0,561808371.0,562787718.0,557075523.0,558603558.0,552998120.0,566655153.0,557150536.0],"unit":"ns","throughput":[],"typical":{"estimate":558320306.75,"lower_bound":556957538.7225001,"upper_bound":559811370.8575,"unit":"ns"},"mean":{"estimate":558320306.75,"lower_bound":556957538.7225001,"upper_bound":559811370.8575,"unit":"ns"},"median":{"estimate":557213823.5,"lower_bound":556346988.5,"upper_bound":559548826.5,"unit":"ns"},"median_abs_dev":{"estimate":2746139.8708462715,"lower_bound":1136460.323023796,"upper_bound":4848058.918529749,"unit":"ns"},"slope":null,"change":null} +{"reason":"benchmark-complete","id":"GPU/lurkrs no zeros/#25, 7941351 scalars","report_directory":"/home/paperspace/lurk-lab/pasta-msm/target/criterion/reports/GPU/lurkrs no zeros/#25, 7941351 scalars","iteration_count":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"measured_values":[571241880.0,566789981.0,571972531.0,567720698.0,575824081.0,570692074.0,568480279.0,581239697.0,568722729.0,567778762.0,568680230.0,569509374.0,569261320.0,565848507.0,568271499.0,563830045.0,567172057.0,570354289.0,568404542.0,565108031.0],"unit":"ns","throughput":[],"typical":{"estimate":569345130.3,"lower_bound":567859689.4475,"upper_bound":571117888.505,"unit":"ns"},"mean":{"estimate":569345130.3,"lower_bound":567859689.4475,"upper_bound":571117888.505,"unit":"ns"},"median":{"estimate":568580254.5,"lower_bound":567749730.0,"upper_bound":569931831.5,"unit":"ns"},"median_abs_dev":{"estimate":2358988.5397195816,"lower_bound":913641.1142796278,"upper_bound":3914621.3881015778,"unit":"ns"},"slope":null,"change":null} +{"reason":"benchmark-complete","id":"GPU/lurkrs/#26, 9699051 scalars","report_directory":"/home/paperspace/lurk-lab/pasta-msm/target/criterion/reports/GPU/lurkrs/#26, 9699051 scalars","iteration_count":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"measured_values":[680126517.0,680426744.0,687538179.0,679487370.0,679432164.0,677953107.0,679556744.0,682448579.0,680116823.0,681680273.0,676467128.0,686256427.0,678283512.0,683875100.0,683093099.0,684204730.0,679496013.0,679974903.0,684476473.0,679941688.0],"unit":"ns","throughput":[],"typical":{"estimate":681241778.65,"lower_bound":680057272.36375,"upper_bound":682512751.06125,"unit":"ns"},"mean":{"estimate":681241778.65,"lower_bound":680057272.36375,"upper_bound":682512751.06125,"unit":"ns"},"median":{"estimate":680121670.0,"lower_bound":679526378.5,"upper_bound":682770839.0,"unit":"ns"},"median_abs_dev":{"estimate":2518018.8845962286,"lower_bound":640360.1328313351,"upper_bound":4389973.332962394,"unit":"ns"},"slope":null,"change":null} +{"reason":"benchmark-complete","id":"GPU/lurkrs no zeros/#26, 9699051 scalars","report_directory":"/home/paperspace/lurk-lab/pasta-msm/target/criterion/reports/GPU/lurkrs no zeros/#26, 9699051 scalars","iteration_count":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"measured_values":[710984012.0,710327815.0,711970358.0,707030485.0,713107176.0,705497757.0,709653103.0,710505913.0,703481807.0,710264026.0,705598822.0,703495291.0,703385073.0,706624685.0,705968876.0,706348728.0,706913818.0,703889870.0,714110738.0,714048088.0],"unit":"ns","throughput":[],"typical":{"estimate":708160322.05,"lower_bound":706657497.7737501,"upper_bound":709704866.8637501,"unit":"ns"},"mean":{"estimate":708160322.05,"lower_bound":706657497.7737501,"upper_bound":709704866.8637501,"unit":"ns"},"median":{"estimate":706972151.5,"lower_bound":705783849.0,"upper_bound":710416864.0,"unit":"ns"},"median_abs_dev":{"estimate":4927819.83191371,"lower_bound":1400970.9843277931,"upper_bound":5707535.46667099,"unit":"ns"},"slope":null,"change":null} +{"reason":"benchmark-complete","id":"GPU/lurkrs/#29, 7941351 scalars","report_directory":"/home/paperspace/lurk-lab/pasta-msm/target/criterion/reports/GPU/lurkrs/#29, 7941351 scalars","iteration_count":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"measured_values":[548059088.0,555465260.0,551463587.0,557601692.0,557115647.0,558915707.0,554128909.0,549443924.0,556350724.0,561185960.0,558654826.0,555695696.0,557395844.0,560463203.0,554661859.0,556379149.0,559665062.0,558149458.0,555419996.0,559763306.0],"unit":"ns","throughput":[],"typical":{"estimate":556298944.85,"lower_bound":554741535.77,"upper_bound":557717118.38875,"unit":"ns"},"mean":{"estimate":556298944.85,"lower_bound":554741535.77,"upper_bound":557717118.38875,"unit":"ns"},"median":{"estimate":556747398.0,"lower_bound":555442628.0,"upper_bound":558402142.0,"unit":"ns"},"median_abs_dev":{"estimate":2959986.384549737,"lower_bound":1412914.8097157478,"upper_bound":5014735.031470656,"unit":"ns"},"slope":null,"change":null} +{"reason":"benchmark-complete","id":"GPU/lurkrs no zeros/#29, 7941351 scalars","report_directory":"/home/paperspace/lurk-lab/pasta-msm/target/criterion/reports/GPU/lurkrs no zeros/#29, 7941351 scalars","iteration_count":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"measured_values":[576298797.0,567841854.0,571933639.0,565904900.0,570822918.0,569094846.0,570051894.0,576076835.0,568067125.0,569230190.0,573113425.0,571662365.0,572099513.0,564972764.0,571375734.0,573217824.0,569883670.0,574002083.0,574108154.0,568057619.0],"unit":"ns","throughput":[],"typical":{"estimate":570890807.45,"lower_bound":569567661.21375,"upper_bound":572203024.345,"unit":"ns"},"mean":{"estimate":570890807.45,"lower_bound":569567661.21375,"upper_bound":572203024.345,"unit":"ns"},"median":{"estimate":571099326.0,"lower_bound":569162518.0,"upper_bound":572606469.0,"unit":"ns"},"median_abs_dev":{"estimate":3063494.1017121077,"lower_bound":1677627.1046161652,"upper_bound":4828323.288980126,"unit":"ns"},"slope":null,"change":null} +{"reason":"benchmark-complete","id":"GPU/lurkrs/#30, 9699051 scalars","report_directory":"/home/paperspace/lurk-lab/pasta-msm/target/criterion/reports/GPU/lurkrs/#30, 9699051 scalars","iteration_count":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"measured_values":[703210443.0,707360538.0,705784399.0,707195126.0,709120007.0,705956844.0,705862661.0,703358415.0,707039288.0,703500348.0,700283527.0,703508790.0,702201587.0,706733520.0,703774282.0,703149388.0,704217687.0,703122338.0,704257607.0,704350345.0],"unit":"ns","throughput":[],"typical":{"estimate":704699357.0,"lower_bound":703807406.5725,"upper_bound":705607644.3412501,"unit":"ns"},"mean":{"estimate":704699357.0,"lower_bound":703807406.5725,"upper_bound":705607644.3412501,"unit":"ns"},"median":{"estimate":704237647.0,"lower_bound":703429381.5,"upper_bound":705909752.5,"unit":"ns"},"median_abs_dev":{"estimate":1973385.784265399,"lower_bound":552901.5603840351,"upper_bound":3117001.876062155,"unit":"ns"},"slope":null,"change":null} +{"reason":"benchmark-complete","id":"GPU/lurkrs no zeros/#30, 9699051 scalars","report_directory":"/home/paperspace/lurk-lab/pasta-msm/target/criterion/reports/GPU/lurkrs no zeros/#30, 9699051 scalars","iteration_count":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"measured_values":[736349812.0,733794297.0,731571818.0,732025824.0,728858145.0,732072150.0,738681705.0,726949303.0,736062725.0,730217321.0,727454851.0,728072783.0,727657433.0,737634186.0,726277893.0,732516264.0,729925755.0,726807705.0,728330664.0,728875794.0],"unit":"ns","throughput":[],"typical":{"estimate":731006821.4,"lower_bound":729445120.20625,"upper_bound":732700932.0612501,"unit":"ns"},"mean":{"estimate":731006821.4,"lower_bound":729445120.20625,"upper_bound":732700932.0612501,"unit":"ns"},"median":{"estimate":730071538.0,"lower_bound":728201723.5,"upper_bound":732294207.0,"unit":"ns"},"median_abs_dev":{"estimate":3601851.356354356,"lower_bound":1681507.068747282,"upper_bound":6321663.95816803,"unit":"ns"},"slope":null,"change":null} +{"reason":"group-complete","group_name":"GPU","benchmarks":["GPU/106518525 points, 128, 128","GPU/lurkrs 26, 9699051 scalars","GPU/106518997 points, 128, 256","GPU/106518346 points, 64, 128","GPU/107459956 points, 128, 256","GPU/94132513 points, 64, 128","GPU/94132513 points, 128, 256","GPU/random 1, 7941351 scalars","GPU/random 2, 9699051 scalars","GPU/random 8151951 scalars","GPU/84220367 points, nthreads=1024","GPU/2**23 points 0.1","GPU/84226021 points, 32, 128","GPU/84223768 points, nthreads=512","GPU/496033 points, 64, 64","GPU/9412697 points, 64, 128","GPU/10651961 points, 64, 64","GPU/106518346 points, 64, 256","GPU/106519257 points, 64, 64","GPU/106518346 points, 128, 256","GPU/9264673 points, 32, 256","GPU/9411232 points, 64, 64","GPU/107459956 points, 256, 256","GPU/84226590 points, nblocks=64","GPU/2**23 points 0.01 filtered","GPU/84226590 points, nblocks=32","GPU/#9, 7941351 scalars/lurkrs","GPU/#9, 7941351 scalars/random","GPU/107459956 points, 256, 128","GPU/9264673 points, 256, 64","GPU/8421422 points, 32, 256","GPU/9264673 points, 256, 256","GPU/107459956 points, 128, 128","GPU/lurkrs 5, 7941351 scalars","GPU/84226021 points, 128, 128","GPU/random 22, 9699051 scalars","GPU/8421422 points, 16, 256","GPU/9264673 points, 64, 128","GPU/random 7941351 scalars","GPU/random 30, 9699051 scalars","GPU/lurkrs 6, 9699051 scalars","GPU/496044 points, 64, 256","GPU/84226021 points, 64, 256","GPU/8421422 points, 32, 128","GPU/94132513 points, 128, 64","GPU/106517821 points, 256, 128","GPU/4954572 points, 32, 128","GPU/106518525 points, 64, 128","GPU/9412697 points, 128, 128","GPU/8421422 points, 16, 64","GPU/9264673 points, 32, 64","GPU/94132513 points, 128, 128","GPU/lurkrs 14, 9699051 scalars","GPU/8421422 points, 128, 128","GPU/8421422 points, 128, 64","GPU/random 25, 7941351 scalars","GPU/496044 points, 64, 64","GPU/107459759 points, 128, 128","GPU/4954572 points, 16, 256","GPU/9264673 points, 128, 256","GPU/10651961 points, 128, 128","GPU/107459759 points, 64, 128","GPU/9412697 points, 256, 128","GPU/9264673 points, 128, 64","GPU/random 10000000 scalars","GPU/10652161 points, 128, 256","GPU/106520984 points, 64, 128","GPU/lurkrs 22, 9699051 scalars","GPU/106519257 points, 64, 256","GPU/84220367 points, nthreads=512","GPU/106519257 points, 128, 128","GPU/106519257 points, 256, 64","GPU/107459956 points, 64, 64","GPU/2**23 points 0.75","GPU/2**23 points 0.25","GPU/9412697 points, 64, 64","GPU/2**23 points 0.25 filtered","GPU/106519257 points, 128, 64","GPU/106519257 points, 256, 256","GPU/9264673 points, 32, 128","GPU/84220367 points, nthreads=128","GPU/107459956 points, 256, 64","GPU/random 26, 9699051 scalars","GPU/10652161 points, 64, 64","GPU/941007 points, 64, 256","GPU/84226021 points, 128, 64","GPU/84226021 points, 16, 64","GPU/random 14, 9699051 scalars","GPU/4954572 points, 16, 64","GPU/106520984 points, 128, 256","GPU/84226021 points, 16, 128","GPU/106518525 points, 64, 64","GPU/2**23 points 1","GPU/106518997 points, 256, 128","GPU/random 9699051 scalars","GPU/106517821 points, 64, 256","GPU/2**23 points 0.01","GPU/lurkrs 8151951 scalars","GPU/106518346 points, 128, 64","GPU/9264673 points, 256, 128","GPU/10651961 points, 128, 64","GPU/106518997 points, 256, 256","GPU/106519257 points, 256, 128","GPU/10652161 points, 256, 64","GPU/106518346 points, 64, 64","GPU/random 29, 7941351 scalars","GPU/lurkrs 17, 7941351 scalars","GPU/10651961 points, 256, 64","GPU/94132513 points, 256, 64","GPU/9412697 points, 128, 64","GPU/9411232 points, 128, 64","GPU/9264673 points, 16, 128","GPU/random 17, 7941351 scalars","GPU/10652161 points, 64, 256","GPU/9264673 points, 128, 128","GPU/preallocated lurkrs 8151951 scalars","GPU/lurkrs 30, 9699051 scalars","GPU/107459956 points, 64, 256","GPU/4954572 points, 32, 64","GPU/84226021 points, 256, 64","GPU/random 21, 7941351 scalars","GPU/107459956 points, 128, 64","GPU/random 5, 7941351 scalars","GPU/4954572 points, 32, 256","GPU/106517821 points, 64, 128","GPU/106517821 points, 256, 256","GPU/84226590 points, nblocks=16","GPU/2**23 points 0.5 filtered","GPU/84226021 points, 128, 256","GPU/106518997 points, 256, 64","GPU/94132513 points, 64, 256","GPU/4954572 points, 16, 128","GPU/9264673 points, 64, 256","GPU/106518346 points, 256, 128","GPU/94132513 points, 64, 64","GPU/9264673 points, 16, 256","GPU/84226021 points, 256, 256","GPU/106518346 points, 256, 256","GPU/9412697 points, 64, 256","GPU/10651961 points, 256, 256","GPU/8421422 points, 64, 64","GPU/84220367 points, nthreads=256","GPU/lurkrs 9, 7941351 scalars","GPU/106518997 points, 128, 64","GPU/84226021 points, 64, 64","GPU/107459759 points, 64, 64","GPU/2**23 points 0.75 filtered","GPU/4954572 points, 64, 64","GPU/lurkrs 25, 7941351 scalars","GPU/lurkrs 29, 7941351 scalars","GPU/4954572 points, 64, 256","GPU/941007 points, 64, 128","GPU/107459759 points, 64, 256","GPU/#2, 9699051 scalars/lurkrs","GPU/#2, 9699051 scalars/random","GPU/107459956 points, 64, 128","GPU/2**23 points 0.1 filtered","GPU/4954572 points, 64, 128","GPU/9412697 points, 128, 256","GPU/106517821 points, 128, 256","GPU/106518997 points, 128, 128","GPU/106519257 points, 64, 128","GPU/lurkrs 0, 10000000 scalars","GPU/106518346 points, 128, 128","GPU/106520984 points, 128, 128","GPU/8421422 points, 32, 64","GPU/preallocated biased 8151951 scalars","GPU/9411232 points, 128, 128","GPU/106520984 points, 256, 64","GPU/10651961 points, 64, 256","GPU/2**23 points","GPU/lurkrs 18, 9699051 scalars","GPU/106518525 points, 128, 64","GPU/lurkrs 21, 7941351 scalars","GPU/preallocated random 8151951 scalars","GPU/10652161 points, 128, 64","GPU/8421422 points, 16, 128","GPU/106520984 points, 128, 64","GPU/9411232 points, 64, 256","GPU/106518997 points, 64, 64","GPU/496044 points, 64, 128","GPU/lurkrs 1, 7941351 scalars","GPU/random 9, 7941351 scalars","GPU/84226021 points, 256, 128","GPU/84226590 points, nblocks=8","GPU/2**23 points 0.5","GPU/941007 points, 64, 64","GPU/lurkrs 2, 9699051 scalars","GPU/10651961 points, 64, 128","GPU/10651961 points, 256, 128","GPU/106517821 points, 128, 128","GPU/84226021 points, 16, 256","GPU/9264673 points, 64, 64","GPU/106520984 points, 64, 64","GPU/random 10, 9699051 scalars","GPU/10652161 points, 64, 128","GPU/107459759 points, 128, 64","GPU/8421422 points, 64, 128","GPU/106518525 points, 64, 256","GPU/2**23 points 1 filtered","GPU/106517821 points, 64, 64","GPU/106518997 points, 64, 128","GPU/8421422 points, 64, 256","GPU/9412697 points, 256, 256","GPU/lurkrs 13, 7941351 scalars","GPU/106519257 points, 128, 256","GPU/lurkrs 10, 9699051 scalars","GPU/9412697 points, 256, 64","GPU/random 18, 9699051 scalars","GPU/#1, 7941351 scalars/lurkrs","GPU/#1, 7941351 scalars/random","GPU/106517821 points, 128, 64","GPU/#6, 9699051 scalars/lurkrs","GPU/#6, 9699051 scalars/random","GPU/106518346 points, 256, 64","GPU/106517821 points, 256, 64","GPU/random 13, 7941351 scalars","GPU/random 6, 9699051 scalars","GPU/10651961 points, 128, 256","GPU/random/#2, 9699051 scalars","GPU/random/#1, 7941351 scalars","GPU/#5, 7941351 scalars/lurkrs","GPU/#5, 7941351 scalars/random","GPU/2**22 points","GPU/9264673 points, 16, 64","GPU/84226021 points, 32, 64","GPU/106518525 points, 128, 256","GPU/84226021 points, 64, 128","GPU/9411232 points, 64, 128","GPU/106520984 points, 64, 256","GPU/biased 8151951 scalars","GPU/84226021 points, 32, 256","GPU/10652161 points, 128, 128","GPU/106518997 points, 64, 256","GPU/lurkrs/#1, 7941351 scalars","GPU/lurkrs no zeros/#1, 7941351 scalars","GPU/lurkrs/#2, 9699051 scalars","GPU/lurkrs no zeros/#2, 9699051 scalars","GPU/lurkrs/#5, 7941351 scalars","GPU/lurkrs no zeros/#5, 7941351 scalars","GPU/lurkrs/#6, 9699051 scalars","GPU/lurkrs no zeros/#6, 9699051 scalars","GPU/lurkrs/#9, 7941351 scalars","GPU/lurkrs no zeros/#9, 7941351 scalars","GPU/lurkrs/#10, 9699051 scalars","GPU/lurkrs no zeros/#10, 9699051 scalars","GPU/lurkrs/#13, 7941351 scalars","GPU/lurkrs no zeros/#13, 7941351 scalars","GPU/lurkrs/#14, 9699051 scalars","GPU/lurkrs no zeros/#14, 9699051 scalars","GPU/lurkrs/#17, 7941351 scalars","GPU/lurkrs no zeros/#17, 7941351 scalars","GPU/lurkrs/#18, 9699051 scalars","GPU/lurkrs no zeros/#18, 9699051 scalars","GPU/lurkrs/#21, 7941351 scalars","GPU/lurkrs no zeros/#21, 7941351 scalars","GPU/lurkrs/#22, 9699051 scalars","GPU/lurkrs no zeros/#22, 9699051 scalars","GPU/lurkrs/#25, 7941351 scalars","GPU/lurkrs no zeros/#25, 7941351 scalars","GPU/lurkrs/#26, 9699051 scalars","GPU/lurkrs no zeros/#26, 9699051 scalars","GPU/lurkrs/#29, 7941351 scalars","GPU/lurkrs no zeros/#29, 7941351 scalars","GPU/lurkrs/#30, 9699051 scalars","GPU/lurkrs no zeros/#30, 9699051 scalars"],"report_directory":"/home/paperspace/lurk-lab/pasta-msm/target/criterion/reports/GPU"} diff --git a/dat.json b/dat.json new file mode 100644 index 0000000..e69de29 diff --git a/data.json b/data.json new file mode 100644 index 0000000..c89ac3b --- /dev/null +++ b/data.json @@ -0,0 +1,5 @@ +{"reason":"benchmark-complete","id":"GPU/random/#1, 7941351 scalars","report_directory":"/home/paperspace/lurk-lab/pasta-msm/target/criterion/reports/GPU/random/#1, 7941351 scalars","iteration_count":[2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2],"measured_values":[257638436.0,244565470.0,230177137.0,227257129.0,230318068.0,229007937.0,233762711.0,241659784.0,246056797.0,246288445.0,254530082.0,238600036.0,234305596.0,243606838.0,246797655.0,236910417.0,239783999.0,240733518.0,241130751.0,271397630.0],"unit":"ns","throughput":[],"typical":{"estimate":120863210.9,"lower_bound":118714257.699375,"upper_bound":123278882.75,"unit":"ns"},"mean":{"estimate":120863210.9,"lower_bound":118714257.699375,"upper_bound":123278882.75,"unit":"ns"},"median":{"estimate":120466067.25,"lower_bound":117804003.25,"upper_bound":122655566.75,"unit":"ns"},"median_abs_dev":{"estimate":4159371.586306393,"lower_bound":1994754.127036035,"upper_bound":7712354.223628342,"unit":"ns"},"slope":null,"change":null} +{"reason":"benchmark-complete","id":"GPU/lurkrs/#1, 7941351 scalars","report_directory":"/home/paperspace/lurk-lab/pasta-msm/target/criterion/reports/GPU/lurkrs/#1, 7941351 scalars","iteration_count":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],"measured_values":[549367754.0,548000322.0,548302532.0,556517894.0,551724630.0,552206415.0,547112516.0,549159113.0,544294214.0,547053067.0,560442771.0,552613933.0,551642244.0,549743925.0,551662972.0,564414493.0,550489580.0,547860951.0,545620787.0,547164288.0],"unit":"ns","throughput":[],"typical":{"estimate":550769720.05,"lower_bound":548844194.55,"upper_bound":553019255.85125,"unit":"ns"},"mean":{"estimate":550769720.05,"lower_bound":548844194.55,"upper_bound":553019255.85125,"unit":"ns"},"median":{"estimate":549555839.5,"lower_bound":547930636.5,"upper_bound":551693801.0,"unit":"ns"},"median_abs_dev":{"estimate":3380581.4645826817,"lower_bound":1561211.8720829487,"upper_bound":6122581.175002456,"unit":"ns"},"slope":null,"change":null} +{"reason":"benchmark-complete","id":"GPU/random/#2, 9699051 scalars","report_directory":"/home/paperspace/lurk-lab/pasta-msm/target/criterion/reports/GPU/random/#2, 9699051 scalars","iteration_count":[2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2],"measured_values":[311654392.0,303147420.0,309279046.0,284562240.0,273590755.0,291615295.0,289781518.0,291753085.0,283862040.0,293680910.0,295243571.0,303029964.0,281411114.0,277567825.0,296806140.0,283230654.0,274644331.0,302836223.0,287505376.0,289193669.0],"unit":"ns","throughput":[],"typical":{"estimate":145609889.2,"lower_bound":143293727.086875,"upper_bound":147946621.013125,"unit":"ns"},"mean":{"estimate":145609889.2,"lower_bound":143293727.086875,"upper_bound":147946621.013125,"unit":"ns"},"median":{"estimate":145349203.25,"lower_bound":142106070.0,"upper_bound":148012427.75,"unit":"ns"},"median_abs_dev":{"estimate":5301821.613223851,"lower_bound":2665286.651931703,"upper_bound":9141383.412458003,"unit":"ns"},"slope":null,"change":null} +{"reason":"benchmark-complete","id":"GPU/lurkrs/#2, 9699051 scalars","report_directory":"/home/paperspace/lurk-lab/pasta-msm/target/criterion/reports/GPU/lurkrs/#2, 9699051 scalars","iteration_count":[2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2],"measured_values":[300760272.0,282408183.0,294507784.0,303036901.0,305292929.0,311973489.0,300037562.0,308343153.0,305395817.0,300921141.0,292188793.0,294102493.0,302401304.0,287775270.0,292145905.0,304456988.0,306360449.0,301978008.0,303880929.0,311923130.0],"unit":"ns","throughput":[],"typical":{"estimate":150247262.5,"lower_bound":148528423.24625,"upper_bound":151849078.875,"unit":"ns"},"mean":{"estimate":150247262.5,"lower_bound":148528423.24625,"upper_bound":151849078.875,"unit":"ns"},"median":{"estimate":151094828.0,"lower_bound":148636336.5,"upper_bound":152437479.25,"unit":"ns"},"median_abs_dev":{"estimate":2734267.95155704,"lower_bound":1266810.883359611,"upper_bound":6161687.343858182,"unit":"ns"},"slope":null,"change":null} +{"reason":"group-complete","group_name":"GPU","benchmarks":["GPU/106518525 points, 128, 128","GPU/lurkrs 26, 9699051 scalars","GPU/106518997 points, 128, 256","GPU/106518346 points, 64, 128","GPU/107459956 points, 128, 256","GPU/94132513 points, 64, 128","GPU/94132513 points, 128, 256","GPU/random 1, 7941351 scalars","GPU/random 2, 9699051 scalars","GPU/random 8151951 scalars","GPU/84220367 points, nthreads=1024","GPU/2**23 points 0.1","GPU/84226021 points, 32, 128","GPU/84223768 points, nthreads=512","GPU/496033 points, 64, 64","GPU/9412697 points, 64, 128","GPU/10651961 points, 64, 64","GPU/106518346 points, 64, 256","GPU/106519257 points, 64, 64","GPU/106518346 points, 128, 256","GPU/9264673 points, 32, 256","GPU/9411232 points, 64, 64","GPU/107459956 points, 256, 256","GPU/84226590 points, nblocks=64","GPU/2**23 points 0.01 filtered","GPU/84226590 points, nblocks=32","GPU/#9, 7941351 scalars/lurkrs","GPU/#9, 7941351 scalars/random","GPU/107459956 points, 256, 128","GPU/9264673 points, 256, 64","GPU/8421422 points, 32, 256","GPU/9264673 points, 256, 256","GPU/107459956 points, 128, 128","GPU/lurkrs 5, 7941351 scalars","GPU/84226021 points, 128, 128","GPU/random 22, 9699051 scalars","GPU/8421422 points, 16, 256","GPU/9264673 points, 64, 128","GPU/random 7941351 scalars","GPU/random 30, 9699051 scalars","GPU/lurkrs 6, 9699051 scalars","GPU/496044 points, 64, 256","GPU/84226021 points, 64, 256","GPU/8421422 points, 32, 128","GPU/94132513 points, 128, 64","GPU/106517821 points, 256, 128","GPU/4954572 points, 32, 128","GPU/106518525 points, 64, 128","GPU/9412697 points, 128, 128","GPU/8421422 points, 16, 64","GPU/9264673 points, 32, 64","GPU/94132513 points, 128, 128","GPU/lurkrs 14, 9699051 scalars","GPU/8421422 points, 128, 128","GPU/8421422 points, 128, 64","GPU/random 25, 7941351 scalars","GPU/496044 points, 64, 64","GPU/107459759 points, 128, 128","GPU/4954572 points, 16, 256","GPU/9264673 points, 128, 256","GPU/10651961 points, 128, 128","GPU/107459759 points, 64, 128","GPU/9412697 points, 256, 128","GPU/9264673 points, 128, 64","GPU/random 10000000 scalars","GPU/10652161 points, 128, 256","GPU/106520984 points, 64, 128","GPU/lurkrs 22, 9699051 scalars","GPU/106519257 points, 64, 256","GPU/84220367 points, nthreads=512","GPU/106519257 points, 128, 128","GPU/106519257 points, 256, 64","GPU/107459956 points, 64, 64","GPU/2**23 points 0.75","GPU/2**23 points 0.25","GPU/9412697 points, 64, 64","GPU/2**23 points 0.25 filtered","GPU/106519257 points, 128, 64","GPU/106519257 points, 256, 256","GPU/9264673 points, 32, 128","GPU/84220367 points, nthreads=128","GPU/107459956 points, 256, 64","GPU/random 26, 9699051 scalars","GPU/10652161 points, 64, 64","GPU/941007 points, 64, 256","GPU/84226021 points, 128, 64","GPU/84226021 points, 16, 64","GPU/random 14, 9699051 scalars","GPU/4954572 points, 16, 64","GPU/106520984 points, 128, 256","GPU/84226021 points, 16, 128","GPU/106518525 points, 64, 64","GPU/2**23 points 1","GPU/106518997 points, 256, 128","GPU/random 9699051 scalars","GPU/106517821 points, 64, 256","GPU/2**23 points 0.01","GPU/lurkrs 8151951 scalars","GPU/106518346 points, 128, 64","GPU/9264673 points, 256, 128","GPU/10651961 points, 128, 64","GPU/106518997 points, 256, 256","GPU/106519257 points, 256, 128","GPU/10652161 points, 256, 64","GPU/106518346 points, 64, 64","GPU/random 29, 7941351 scalars","GPU/lurkrs 17, 7941351 scalars","GPU/10651961 points, 256, 64","GPU/94132513 points, 256, 64","GPU/9412697 points, 128, 64","GPU/9411232 points, 128, 64","GPU/9264673 points, 16, 128","GPU/random 17, 7941351 scalars","GPU/10652161 points, 64, 256","GPU/9264673 points, 128, 128","GPU/preallocated lurkrs 8151951 scalars","GPU/lurkrs 30, 9699051 scalars","GPU/107459956 points, 64, 256","GPU/4954572 points, 32, 64","GPU/84226021 points, 256, 64","GPU/random 21, 7941351 scalars","GPU/107459956 points, 128, 64","GPU/random 5, 7941351 scalars","GPU/4954572 points, 32, 256","GPU/106517821 points, 64, 128","GPU/106517821 points, 256, 256","GPU/84226590 points, nblocks=16","GPU/2**23 points 0.5 filtered","GPU/84226021 points, 128, 256","GPU/106518997 points, 256, 64","GPU/94132513 points, 64, 256","GPU/4954572 points, 16, 128","GPU/9264673 points, 64, 256","GPU/106518346 points, 256, 128","GPU/94132513 points, 64, 64","GPU/9264673 points, 16, 256","GPU/84226021 points, 256, 256","GPU/106518346 points, 256, 256","GPU/9412697 points, 64, 256","GPU/10651961 points, 256, 256","GPU/8421422 points, 64, 64","GPU/84220367 points, nthreads=256","GPU/lurkrs 9, 7941351 scalars","GPU/106518997 points, 128, 64","GPU/84226021 points, 64, 64","GPU/107459759 points, 64, 64","GPU/2**23 points 0.75 filtered","GPU/4954572 points, 64, 64","GPU/lurkrs 25, 7941351 scalars","GPU/lurkrs 29, 7941351 scalars","GPU/4954572 points, 64, 256","GPU/941007 points, 64, 128","GPU/107459759 points, 64, 256","GPU/#2, 9699051 scalars/lurkrs","GPU/#2, 9699051 scalars/random","GPU/107459956 points, 64, 128","GPU/2**23 points 0.1 filtered","GPU/4954572 points, 64, 128","GPU/9412697 points, 128, 256","GPU/106517821 points, 128, 256","GPU/106518997 points, 128, 128","GPU/106519257 points, 64, 128","GPU/lurkrs 0, 10000000 scalars","GPU/106518346 points, 128, 128","GPU/106520984 points, 128, 128","GPU/8421422 points, 32, 64","GPU/preallocated biased 8151951 scalars","GPU/9411232 points, 128, 128","GPU/106520984 points, 256, 64","GPU/10651961 points, 64, 256","GPU/2**23 points","GPU/lurkrs 18, 9699051 scalars","GPU/106518525 points, 128, 64","GPU/lurkrs 21, 7941351 scalars","GPU/preallocated random 8151951 scalars","GPU/10652161 points, 128, 64","GPU/8421422 points, 16, 128","GPU/106520984 points, 128, 64","GPU/9411232 points, 64, 256","GPU/106518997 points, 64, 64","GPU/496044 points, 64, 128","GPU/lurkrs 1, 7941351 scalars","GPU/random 9, 7941351 scalars","GPU/84226021 points, 256, 128","GPU/84226590 points, nblocks=8","GPU/2**23 points 0.5","GPU/941007 points, 64, 64","GPU/lurkrs 2, 9699051 scalars","GPU/10651961 points, 64, 128","GPU/10651961 points, 256, 128","GPU/106517821 points, 128, 128","GPU/84226021 points, 16, 256","GPU/9264673 points, 64, 64","GPU/106520984 points, 64, 64","GPU/random 10, 9699051 scalars","GPU/10652161 points, 64, 128","GPU/107459759 points, 128, 64","GPU/8421422 points, 64, 128","GPU/106518525 points, 64, 256","GPU/2**23 points 1 filtered","GPU/106517821 points, 64, 64","GPU/106518997 points, 64, 128","GPU/8421422 points, 64, 256","GPU/9412697 points, 256, 256","GPU/lurkrs 13, 7941351 scalars","GPU/106519257 points, 128, 256","GPU/lurkrs 10, 9699051 scalars","GPU/9412697 points, 256, 64","GPU/random 18, 9699051 scalars","GPU/#1, 7941351 scalars/lurkrs","GPU/#1, 7941351 scalars/random","GPU/106517821 points, 128, 64","GPU/#6, 9699051 scalars/lurkrs","GPU/#6, 9699051 scalars/random","GPU/106518346 points, 256, 64","GPU/106517821 points, 256, 64","GPU/random 13, 7941351 scalars","GPU/random 6, 9699051 scalars","GPU/10651961 points, 128, 256","GPU/#5, 7941351 scalars/lurkrs","GPU/#5, 7941351 scalars/random","GPU/2**22 points","GPU/9264673 points, 16, 64","GPU/84226021 points, 32, 64","GPU/106518525 points, 128, 256","GPU/84226021 points, 64, 128","GPU/9411232 points, 64, 128","GPU/106520984 points, 64, 256","GPU/biased 8151951 scalars","GPU/84226021 points, 32, 256","GPU/10652161 points, 128, 128","GPU/106518997 points, 64, 256","GPU/random/#1, 7941351 scalars","GPU/lurkrs/#1, 7941351 scalars","GPU/random/#2, 9699051 scalars","GPU/lurkrs/#2, 9699051 scalars"],"report_directory":"/home/paperspace/lurk-lab/pasta-msm/target/criterion/reports/GPU"} diff --git a/examples/abomonated_msm.rs b/examples/abomonated_msm.rs index cb64f32..d815cdf 100644 --- a/examples/abomonated_msm.rs +++ b/examples/abomonated_msm.rs @@ -64,7 +64,7 @@ fn read_abomonated(name: String) -> std::io::Result { use std::fs::OpenOptions; use std::io::BufReader; - let arecibo = home::home_dir().unwrap().join(".arecibo"); + let arecibo = home::home_dir().unwrap().join(".arecibo_witness"); let data = OpenOptions::new() .read(true) @@ -87,74 +87,42 @@ fn main() { unsafe { pasta_msm::CUDA_OFF = false }; } - let ck_primary = - read_abomonated::>("ck_primary".into()) - .unwrap(); - let witness_primary = read_abomonated::< - Vec<::Repr>, - >("witness_primary".into()) - .unwrap(); - let mut witness_primary = unsafe { - std::mem::transmute::, Vec>(witness_primary) - }; - - let npoints = witness_primary.len(); - println!("npoints: {}", npoints); - - // println!("randomize"); - // let mut rng = rand::thread_rng(); - // for i in 0..npoints { - // if rng.next_u32() % 3 != 0 || witness_primary[i].is_zero_vartime() - // { - // witness_primary[i] = pallas::Scalar::random(&mut rng); - // } - // } - - let mut total = BigInt::zero(); - let mut dist: HashMap = HashMap::new(); - // let mut small_count = vec![0; 10]; - for i in 0..npoints { - let wi = format!("{:?}", witness_primary[i]); - let num = BigInt::from_str_radix(&wi[2..], 16).unwrap(); - total += # - *dist.entry(num).or_insert(0) += 1; - // for j in 0..10 { - // if witness_primary[i] == pallas::Scalar::from(j) { - // small_count[j as usize] += 1; - // } + for i in 0..32 { + + let witness_i = read_abomonated::< + Vec<::Repr>, + >(i.to_string()) + .unwrap(); + let witness_i = unsafe { + std::mem::transmute::, Vec>(witness_i) + }; + + let witness_n = witness_i.len(); + + if witness_n < 1_000_000 { + continue; + } + + // println!("witness_n: {}", witness_n); + + // let mut total = BigInt::zero(); + // let mut dist: HashMap = HashMap::new(); + // // let mut small_count = vec![0; 10]; + // for j in 0..witness_n { + // let wj = format!("{:?}", witness_i[j]); + // let num = BigInt::from_str_radix(&wj[2..], 16).unwrap(); + // total += # + // *dist.entry(num).or_insert(0) += 1; // } + + // let average = total / witness_n; + // println!("avg: {:?}", average); + // println!("dist len: {:?}", dist.len()); + // // println!("smalls: {:?}", small_count); + + let out_file = format!("plots/lurkrs_{i}.png"); + plot_scalars(&witness_i, &out_file).unwrap(); + + println!("done {i}\n"); } - - let average = total / npoints; - println!("avg: {:?}", average); - println!("dist len: {:?}", dist.len()); - // println!("smalls: {:?}", small_count); - - let start = Instant::now(); - let res = pasta_msm::pallas(&ck_primary.ck[..npoints], &witness_primary); - println!("time: {:?}", start.elapsed()); - println!("res: {:?}", res); - - plot_scalars(&witness_primary, "plots/witness_primary.png").unwrap(); - - // let scalars = gen_scalars(npoints); - let scalars = vec![pallas::Scalar::ZERO; npoints]; - - let mut total = BigInt::zero(); - for i in 0..npoints { - let wi = format!("{:?}", scalars[i]); - total += BigInt::from_str_radix(&wi[2..], 16).unwrap(); - } - - let average = total / npoints; - println!("avg: {:?}", average); - - let context = pasta_msm::pallas_init(&ck_primary.ck[..npoints], npoints); - - let start = Instant::now(); - let res = pasta_msm::pallas_with(&context, npoints, &scalars); - println!("time: {:?}", start.elapsed()); - println!("res: {:?}", res); - - plot_scalars(&scalars, "plots/scalars.png").unwrap(); } diff --git a/plots/lurkrs_1.png b/plots/lurkrs_1.png new file mode 100644 index 0000000000000000000000000000000000000000..5cc92d257ec7de8a0e4202a85e06e10375f4695e GIT binary patch literal 71424 zcmeFa30#!r`ab>+sN@!iW1=Q7WSU!vSw?eSZJ%`FL!EnRj{K`?>Gy zy6)?FX4{y7r&=-cf3wT@#)hKcT5QwE8YT%U)Fb ztz30oejqbdQzq4<+m@#{3oELtJ@>!9&?@Y@!mIEK-V!El2{TN~7OS(xIa>qz@#(6{ zDoy1iY275RTp6#DNpr(eUgcc|4H~q)=<<@Fi$7HPojm(QY_s9S$yTYwSTj|jk(p4W zYOX1ggc6qND_xtUVlD9r^+PhB`s@x}Od6o0I=-_{`>}1l86B;9Bl2n;AT-b8O zY0X_e;A1-LS&2GV(m61G-HG^z$N712adFPAM_pPUKYoluTP8j^&VO`_-n~rBH;MT> z5w?A}f+vv$U!Typ=H=)6$2$1MhKgH4#fhPQiR?xFVYAVtUbYG^4K8jM21d9UQKFVK zjuqC8b!z--n)Snf1pD@IP|F%Gx~MMFvAchacReU9EW9zPD*yidl*+SZE0b$3IgaGJ z-Uzqxt4e7y9XRlSZ9r>lS(H3K|B+B$Sy_3|yC5+>e)uvkuR8o#7|{Bb|Vr2Rt>B=TXxc~GSSs4%;w?C!8!P(^umN4-uKsJ+cf2m4ZChy^VKx>l`Csi<&~8M zzKVl>etx^G#*dGZYFckc*w^uC=gys@(DhW#)t9{QYB24blw6P?hMWNx;jY0hJ0- z<;djoBflwXu8?ag|xb%#64Okf>Qcf=6vRTzX2yR zacca;qu~?P$bj4918&PS<+9be_^7>X=~(Azd-WZA^$BU~$ii#;#7YQ=5bw`~2v z(jZW#&X)yjcJS$3I89tXO{(xqRXB(n93qxIJRPh|2v#C0R%`ZX9@%Ric?p}m#`X@W zUnXf>7S*^s>e3Q~r&KxBrG6?`ohVTzMpbu<;#7}=HIJM8WlgFlQJN=+?Z#DRO{-iq z#V$7tt&2z4w_Ng2U6N=@C8E~bk{e$43JOFNjM?iVv)66)_StIUcgmzl9K(kC2g}x> zTys9I(ZOf4L%)ogJgGX5os{k_QC?G&A#YqEZ~Ru+@~s)7qk4myGJr|IO_No*cyx-? z^COcDs*#6+j}!#4->-zhQY zQ}5@c+@I!uVH!O{>uO&~ldl+0>V<)m)|TU0ZpExNdecE&wTcoMhUuT70rZR!Y&9hw zni6CYak|&N`}fs1s#G`3TE91Iy=AGsWz1I_E9BqDHg1zNZ*yr{<1&87FxgMBjl;#Y z+CQ-_%2;{*2lD#89xZ#VgXy{_cvlWIuJ#r;u|FAJ>o94rd$pdnRGyYKeUB~vG;8k+%MCy|hwNdp688($P@e|$m|CsB3se2>6 zLy9E(V*Z!6Kd=r?s!CPT?*)bFLRGpTIhhoal+x(mxaN!#y z%@>BR&K(_}zxv6YpOlqJRmg;oP8Y9kdD*Py<@7QBlln-8~9gu?ASqdr<(GoR-4dkCqfBg1W$d3aP&z_~QcbLqo5x|!7u zF{`C{Y#o6qv8pNGOBSro30@_QYS|x^s0gRaefBRoua+xBc!W*#EDX{vUAh$NeJie5BF7bO8L+aMlDGE3Dsivn^i(@J^N34I zAgI0tS@#mX6ch|avCd_&3FQb-%{7_oeJ&>_r+JrU%PyMaCzC4K#1P^l{4mZ5QYlXr ztSq&%%(-Zs^SizHt^Su>{V(BWrW6JgC<5>ZBJc=g%@nAUDiezE2vk&zJf-%{o9vr6 z3Y!fzub~b|ly!)Pmun~&)02sIjzS`lI!0=$F-0i`66AEP5}`O;p#U&Ukx)$Jj>~qc zqj?MDp{AG5NiUhH&YAh&&kh*G-EkDFGQ_G#Jc|U$5h_2e zYCPX2pWvqE^=8e2h5LV`*A#-Ex)qBse+9D-OgN|BF=*1-irDPh4Qi^1s}nl~Qf^Qt!mNc-G0?3!JkPl}TU3!thySd>c&wqK~|IUnB-q6XRJGz?R!v&8429F?gZ}1W!=5o;g{y|%9nt+vKT<3 zq$!h`_@6ULzT}qNCDaB}oZsxy+*z|HwLCL*)L22`ZK3+MoZzftNGXs3KLG+bUE&NL~meD>URhs=IhZe>$pJ@@S*&eJ16!;QmVMFP9^;Gj`6yeWQWVnQfOLx zl>ll-P4T?TJGwM)cDdZWk&c^RMPl3W{Oj@e*XEr_xpzX{=)qfsrcglzPKz>~ zwDud5bM973m5ldyK9-*Tu7z7<4KJh1t=$lC&ct8Pq{K(oIv)c&sa$MZve-vJh&-8| z4W~lp>mw_jVZZK{8DC@O#fCDape)7IG7TtAShCo5i!QU%RQ4kX)4h=rqp_%Zqo9zW zO-pt&C4;Q~p((c~rQCM6D(dVPGu|(T=uoBxxXh^y{pM!?x>ii8?M53Q++sdZiOz6g6s$>y`D zwu$9{Gu_nVZDLnbr@P4vnoQcycN8KdW#g^C7aiUdi$E3Y<1aIc$`1zjK_RXeC0&))e~GAit4xF_2$lB5Y#)b zMrw8rGI?_-dru~43V?-6T~#$*bAA<#9mQy4S9>1=ejSBy`jV*HH=|aUTzgeB+_%_4 zv_#V&Y5-Ut=TbKg+{xmQHpBq4TrNp35!S7<^aVE#sBChsYH+4FRc;z?y`DGga9N(Y zy32~D=Tfx!ZG>P`(wC*ZjH?x5jUvBlk8|lBpYLfDBon>x5SxZjdCssd`G;zjDNR6W z-pZuyCb<>y@*8Sr)kT*B;w!U~FU<0kqO>0rZ)N-(*SUrRP^IeI@Etzz-vOG2wQJYq>nCa>z(i6?Hy|JbCsX-7jeFU_wRpZG4iOphew?yo$5Fr@B#r@ zTS=YeKA9rlBhjgL=mLw-d=L7`{84?`PpZ7GkIP0nQk|pBPh!YhvZBU34<5PwD)CJ| z%~+Lo`0%iBiI&6b2EEzr$KB_pw|b7xPgC2r07u8=tt@hh+I>E#5J|ZO2w@|YZ!vPy zvhWN5m0B5eDqK#PX$$!&*-W918kLn(E8cde{WnYaCBp2k@#oP zgj#E2GF#f9SZ{!y)XLEX4@W1I|70KVglIf;8vA152UC)XGgH2{A@&LtCyUsv|KoSf zt{R@nVvhvWayuR$|MkX=KtP~k`5vyWTls->QKz%+At&>@Qc`R%@LMS>09l%9UIXGZ zZkn{}VJFMeP$oR30GwOJR{*lFtLa&a4{Wt5U&O$Rjl9kV7xfX4a-&D{77w3&p}wzH z5@qotn0VRithzCe2i^W!dplyI8Tm3R%R3s4Ex&AOOfGPWeQMF9)M24EfNwrvyw`_Y zKj^9&?w6Bp+6Z(czzO7aP>UMqA#cGsLVfpzJ`gclL^r2$StYY+sK z6+*;Q8evnhOf@UK^-ct2J2qkJX}YRrX;3TnDs3811s6|k#Dw3XByik^-$iunp@`;T zi)_{H55@;PMn)$7CIbHN)}+LY7lq#@e(#mLCi}CdnNjsKRg<9mtd^oEIUfV?+{nKl zo5fHUo`bzb66ymb(=rOJmZ;UwIjAP88B}tB<~4-0I8#ljt5#A}>|9x#ASYF=W-=iB zX8`x(G40>Q{GTmtbd&Dgm%I>!2dJ!xD;#3%d%5&>gzwIjt0$6it%OdTkKMn2pAm!8 zV_k1pmoG9dn%EE^Q#-n;lBjH+`(XV23rk3jlXldSdm$-afOjO<5QFWAvRoSf@ESooktvtIeQ-eVY=SKpGiAIn0 zJ-0Wrn8JQl?z^V7AtZ%KinNp*KsdN|vKoN+jW$#4;DAw~+l&4crXZb+s0E)Ryz)_(AXz{ zN#jPv;U?u&8Nikj%1J(Lv9CjZct|Dp`Vx93jU>S(bI2A*9xhkr@grX*6gk}g{P2N; z2GyvX5Yx785=UZ#)7sKoN12X?+y6i_Y~VA8)l6d&4m7X!Kg|>&&YeJMC7xe?d7;kh!THTH z)iv285z?dCW$}-}&0hr{3cKX|}|+Cr8AcrzB9;uwMZlW>ZQurKzzop`0{Nf)jfcs~%q1 zM#a&o5fG|~nA5fHjf7NKf}#?iyin3GU(#?U!e)CW@q=%S*u7Zz9Ui~#Fq9^#3@R(4 ztfs$HV{?X3bJ+IDVfVTNA`-QF78LeGnDMcxh22vNi98A*FBekOP^s7^j;Ay5fyT{& zBvqAkR{kt&{h4x)6K<_>scM>AWNenB_OH=n6J3_Zwg1ak#AqkDUi%*j72}~kw=h%$ z;X^GxdpPl+jb9^Z&2{KWD=qv8mQZY}T-QPPlaMBA6i9>~6);Lg@er3NCzh97GeBB{ znPfcW0?l+#nmJ&n5sXKs0t8Uy2si~YXRM4i_9GtjQN(Oy`2e~T4Gp!cEWG%%+sVWd z!Z9t`NhSN;QX3XX8))>$_HN!$)x3jLv=+L3GzT24*Ouo%h-qQ6CKTxuCyT^#(pjJw z_H_=V{DFv3yeT}|NEwB_LSa;bZ3k$&6HmVf9VJ6lo?(DQyP}|E1qtHKk@D8a z7H>dCnv?7g@oM>_4+=K9;lzrC~444uzCT@U8uL?uMAo)7+iB#gyZ+(zP`WL&W7T?Rr z^2mX1!|lT#b#4YLYG$L43wGmJL}LnXQ`&&um-t#UM)qy^h3;{uPSucJN^C1pPE4t? zqCyax1$s5UNO&GGJV1=1^Gm#cX1r%EJ$Cx@nyhs1f|V_lC<$&9N%J%OuVswt8$`jJ zc@6R^i%tL}C8^x1B%9wnVT<%3-8Q1ChU9Gsnu-YAcC88+x|XJv?7+lyajKE9`5eYl z+S1pfrmwyK!`_MI&~{0z@(B!Xg~UKoAZr($uBcc6jHMIN^Li6dBw`dqz-ptn+I(Z;e(F;dX(Uup}H?riG;WafK8y_Tko7#33H7=mkRe+H|taN5lj;Jd0qD#Nxi1Fn`Ei z)kq=UcOBQS8pxU%Bv`b>uOq>CfJgF9@fCWAO!Ny&Ee)#`X9AXG`x8-;H(3h_!)mA{ zW7#m*@}hVT`fx83a3RdG*%-jhCvfgn2p0p?R2yjwr(L)hWRh5(b80b)VVBd_=kc>h zj=4snm`Bj`F6Z- z@9^7{N2x4u)zq!ZcJ>?1@0tW8Mo%)aoSrpwct_`G3WLO=9h11hLkrN1NG^Mux}Pc( z!^NBr#T+#By(Z_F>__oLv&R;EAraUVKxXJeJQje*cagcAD=Ei0mtS=LhJTCne#nw& zNFgq~!ZRq%%JEQ~8YxXu#`85LS)!JPo~x$PNY%UxK|=zaJWX7hPv~f#M8|;0nK;AS zKLc|A_(z-1*4@xHv@(hEtM9o*6?bORD%wChG7HdV`tsDL)sujH8R-fshqZuPu7 zkKbk1veV30;Vp9InkjNv&Jl+JY0RLUnNSWHJVsa+V;cmThyMROemE7d9-%20AS58& zy+p0=tu!-BM6B~Tk9R|rJd+pq!HJ=zDHuYD)>wSrktKGFmdL z?(+Yn4ptEwOH}_Cvzi9S1^pqxz!!_!E8HkA4ZwW!6C76S6{k0|8Xko)8FciEl;bn?z60lw-;K?F_w@okZE;-tY~AJY?epHRQRh2o4jO(5}iN|0SR`nwSl z&;tmC=Yvvmf>!0y-!|;uy~C^V+s~coJ)h(E`1hva%sUW@_oU?D-<{e=?uT0Ia7}%L zOi@QB4$}Ro5wy79mXl@Np(Pflar!T728A{R zNYU8kW=Jl2H6O88O*t77SUg-bRA)qz?llj;4dKAYiVdJ4Qf)29QsU<>_mPz`r=`tAIR3&%kUO+aEZLOeiK9a^L11K*o;}W%{z$Wb5-c&*)OjXv zM5<$CDj5*;ihyA|?`wx!U|Gk5r%u)SKO-yWg6N*xr zv8K>?N6`xhCVG{?)AGUkMg5pXA<-$7yb(wUfq&p9KHoPQzvvUVF{!FVH=(n4UGO>! z=NaV_85Jic(+)^|Fd&t*xoV1Vnn^FZuUH{SLpGn3dJXvoLCNqSOfTY3X8KazC#f?L zN1`4{6`3_=j$nx3pO$t1gdTXG7zE@&_52Z=P27KLVps=f-6QzG{t)n6o$GJQgHVpC zY|?3}e`76RK%K}n5kS#%E5oHFf37l+`;wJ{@NHMU*5wzOHj(=URxe2-;ODUXDq`{e zwo>3h7Ziq4qQF}gJwCf5vo+NvDm#75m!D-U36Mu+mo4gd_GHoN)T->VamIs7V|-rB zEZ&7|;`_khsr=AZ3`)uU!V|Oke0Z`3I`X*LuEs?DUvTh`xAFg^dTnIpZEfVFf;v0%leY>MBUA*$GE}8N3 zJIP9+Idx|shgBI-39v2w*0vN5kQTbYMg0)RnnIEx8Q5bb2$hF4Kg!~)n2>rz zJo5one-d+uNf06@cwGM6k32Q@eno;8p$h7*hmSR{Ie=d8+u_@<@;&kvEN~hk$jf$-wHb=llBs%((i%l( zRxOgC*WxYejUao4l}WnO{mFyxd`~!`Q1D`9YM3tCTxLP!22m}_J!UNgPZigpRU@J{Su-m@e^2T! zCJy0Jf;>bfWug&8Sw|kN-mt=B#j4Gn++D;ry6h(IyGL=;QAu!&{ed<)iwT8)6#j!h zd`Pg9X0su&iaKfm6ICX#OI584u?ht_aEQb2ZX1iU-2$)HHIp7h?Wz(H0e;dMdT{i2 zIS9gr3TCf8O@I4=4J=gR=NA*`w-<>TyhK9DbXU zFi%n?xh4(>#hP13XOZCL46|$#GOJPGb2&gl8B@8ko|r4X0&3pU>W7>=^J-KycCdQ8>B zT<}M6{~sk1&|0)nYt#Gmb#ahP<6ha6i+d&lonbi8KR*L133~_cHsj$$prJL^1NQK* z#>K}aOg4y%l7{Q1p)g1vCk-x7FErtMD2%LO9{r+k$UsxqqN0UP333w7DaSo63jGhNLZR>b zw^?2zcWD!4v0&e8iv#a2Zy@U|br>38mNHBudFbf^ftq0b;OQE{l%}W4gbq#5gSO#2 z=RZoUm$x>)~4K zp$`dj2eKt0ye974K5Src5zd#F~`;l*S<^IXOW7ZL?2C_8^@bz3G|1^bku&DkpjX1?v z76dI{IAUO&Q|G|DvYs^yX<-qbJ~dXsB0K$2KB23V$6Y7KwRqI%oRnq!%)>4u5^p1kRg(gU;?rjb@cB0x`SI@}=tiuIEZ zgUK@pu~^){nc8^B8ZN9Kqnm$ka?t7b|A@sRmcFp+Gbx;k2JGM>RuDLr?|zFk#JNy! zGxK?zqZ(cFAN3W3`#5~slw?}XRZ>zy(7&p(@8v>QmYp>{)XQ8W3Ss2s2%d9Duh+=Typ>FBv1`9n40e^d+p+uBmA_;HLd zOfl;rwTTg>!a?969cAHG`%{q-V_uj*nU0VLsY7biwtw?|H)cuM3zR8a*Hyc>Z8Nm_^?9&i+N_T(O z5&Bd9;j>4b*4?vg$?shU^`B4vzMiKU7x&_eK1_vCoY7sAO4xDurQ6W%({_M-1N)Ce)D6=H+wZ9UX$!p8OgM)M_T$lxMR~C8!M1wc_&{qJ5ov8d>+ehyf&?6vJn&6VXMy1HD$&u?xI_U_e$`l(UMmSC$wa|-S~?AA30(N5PR z-lMx6Ukm-+^4GKa%0kc3Ff_O<)(55W548sQ{&m;kN7W-;q3IrzLRxk#uee{Z!d4=L ziFNx6+WjQvc58p4-SIZ^X~8mdgS;RL0oLtkDnT$+!~drHq;<9Q=dyUu(^Ml zT;t{Xh@QufYk#_fv3o>YKUF;LOCR* z>WlcH_5hXG8j-K`@ouD(+D+GtCs zLVlnA<#E1OQ1LFsEJwVbpNvvVOQayd2h+M~GHx^fDE4Mpk@#~~E2Tb4w9FVxTetkG zONXvq5%lpJO9vX~Nc<%vVB=F~kY{w!SD{tq@+m&th9fkbjvLtNj+@`lApI zJG-#LewJwlp#iy}YODtQMt~U&e)@gY09i_m+sWBa`AJR*@iClM}y-2v~U!Ks+avwCX+JLMgeD`)e*`$zS zgLx-oY|CO2%4v-OYjb1ySW@xc1(&YI z^7@t^*g@;&Ggky$bin;WN3Stk@fQp0OD{9XMEj4BCptbp-lg_6m(^}=LHt`Co3d(; zcpbvyALuJhqQ3s{<8_4>X?DA=9JdI+D)d#+mIB!AB(G;WXWe|xSVU_!5D5-yT9ro| z#k2ztW4mhWRCK*tw--F#j)k;>0u<#2>UJ9&8@Fo;DM$r)sL~cJE`N*dUqeAXf?Hlmi5q!5&_!`0p2y%FvHy9 z!_Yhlx9nQjMo*4YS!bd$dFT#TDXC0J;j_lRDXe)%y?mmFVyqO@PfmHz)jC?;w~sB> zB~g)jfD)PF#NFjs!F_qF|7DuHHIk(|2}3hJul4IF)YN9Q?`cOUAoFw7A2nI1i?^2G zI2}lT4sqb$T7c@BABDEtBf%DjfO*cHh;(!u+7@3JroW94s!M5=!Wx3sD^{dn?RPok z-4@vy{rpr##p%Kj>*yE|Vy=Pi?U?A_MrSx4&(SL1zRTibJ9E=>+Q6~AOiz$Zwp{K0 z(#y;$PD@tWr}DXW0w-&KyV$ZLm*SV|V~p=XH=exE2n{c%HMx|&atM+bwCAat`q=z! zuG1h{ih))(q^BA70A7B9#vbFTgU(CXtF2A>={ma-Kh|B}GUiX{W0HS~re_-|xJc=X zHI*$d>oeKbJRNC#4!-ootlyien13WUt1mZr5oj$jDKU+vmPvfB#n_c^JNJ7Ef9f+F zg0=(ce0rd8M++Gh4PAjGzF`oOxMi9?;s5*ewhRNA;3Di{orVo?f{0JvVKUxKegIgf>fIphAII ziq|O;zgR;zMkYF||)ZdH7V#$S#5 z#~RmmeyefNPfUJ@etcW(+Y_E48^C(CJBF0WPP$5r#T;m&)L{>|b8abpWlS6j&(u8) zmB$%fDz(%vnM{LD*eLTh&`= z$%QrrP>>&RbR!Bui*&OiW*>y=urA`_=Yk&T)#L-j61_nM4+dc=*I)a|x$dz#$Qa$w z$K_o2wb~-CPnbx_x=bV9p?_3JVx+f;`bGPSwy4#jep@yghD*p0DqoIBP(-*yZPoo` zBITzxkg0!Zc}JhBT>iyA!5!${Tw!ind3T=CDhFt|Mp2N`9eRnjaV=}_Hz#peJiiv$0}DuCY#a%cqV;Q z%>l=KSfao-0tm}L9-vSB76J!&?IewpPr?R4F+3&XOL`Fjj7S6S71-9r6ig zzx{dQqn2H0%vVc)(Z8HLT7SsReKTK^*$+-drPiV3oM}_7`&F*bHW^^bQxCwzt znu74U?$fx2L$iC!7CTz({KUkv_5kgI5d%4w)@?BHfYxKuE|`KgvEW7SxnhCmANK`& zz!&^w?CQ;(z6|PYm%RoG!Yl)>M$4sJ{~r z!ahd})Ywi!q%2@@@~ZTnyaEgYq&W=V|pf`luZOoq(YjD_fIFH`ce*rVS{ z(~Q>0kk5eB3YrQ5*cgDkDkLUi<=B2k+mZX+wR%IVR0}=~ntzr(6rXPANc@+u`u$4( zNF&d=5Np+2|Dc=sPw5~07CjQty!%w&$7GK0Z0x3KsU%j04FTcCVJkBYX)~b~$h}=n z3$YFEHQF<=x?K}7xxS7S4DRvPMcAE&37eV-J=D+~)+1$^Ob<1F1I2W450@+wOU=4q zKPODDXsN9G8o(L4Sg1&gx>3cBAbM!wHe~;Q3 zE)n&k(xzBN=yjI@q#v#sYR^6S%{K7^@z%>jpS(7g-7WMq3;9zIi$C6W(T=p41O2HaDR~g zcXGmKv)E;eZ{lsg#<}r~BT$*u7F?=sk)s1s6^YYvK=i1zltFrxbzVAEW6sXAJS*3% zFr9wBO9)5e)|1WHO1LBuYbkT4b5RYBP7T6*dUsj8c)&L7_lQPd@KwGqAeePfr-g>o zwVg>oxAOt$R3?j*@jIh^Eqc)>*W48k1z-DFi&_DW@Z2nbVHIzoBbG}L#$^e`OF8hd z;8{6<_=>fVo+@K?3~SMcjdtNEmEII3T4M8yv7wbr7A=+2e`ob?Z1VkHr!OGx*DF5$ z@u!}Ky@;)_UQxSj(*bD<&+E~bN>65pHr3G)X7xubQ3MJz@HW|Dvn~rUnUlK?V6*J`N5n+}VVCdO ziJ!T9-~x|gaDE9t@fKZGFDw{QkyhZ_U~`Ki`c_jK{bwlacmJT96D{M}(HUfP0ndo3 zw~-B{Yv;PQU7uzJ%?x%c0^J;Ob?bhp3iaIGt@|=1R$nc`j@kS9gONIOr<}>{RZ@s|Yy2z0I5&_JA0xI>XmhE!tF?iliS;mI4WqAIl z>A6d<>J!j2T7x2jg$d%vXcy;B0V7h6@sv`E`;vlp8a@Bh0Q7^|!Pw-`Hte;u&raAQ z#~OrQME|v1mLpeeej8-lIj}8UKHB%ARgdYURj{Rv&(FMc!N%r2jg0cEFwYX@x=5#t zX&o%;m*BE&yX($-V+P|bjL|ZwL~+yDkmk&R)nONKwuT$+!n?R$0YVD68B8N^Sw?B}?+Sam z;1E(9wDyhpx=5r1j0o>#WjDe)=wqcRw8G6SpZ^y_9|<@PkiztFyf|zmHuVd{W~WTc z<-JLV{6vs=`c7;+U?))TU{9 z2O z2%m^#=|m7k<-l?xg%hW%=qt6rTBQve^_Xfquy&M={3t}&cuJ}SP{iLNlbfRQTa1hp ztmv08nWos!Ofl4{^=wf}hhC-lC_d6rWr}_ljbnOQNBr}H75zd8Of$!F2Pea1z1+mV zjQowWbupbzr zJ-YhwAH+cc#;7BY{YIxU*Tb>>i|LI7hujF&AQjrb|M1c?Vsuf7RoNIZ5I zG+@?@avWN;#kl!S6tt6Fz+zhw9Xes#s?!c`&RB-mb+oy(P1Nl|IuW@iJ8NauS&^|->=I>+ z5ww5aS>F|Jp(a}&s&`Zz*#(8`O{0N~wXC1{&iVJwm;AN)0~XN82o&r8xMGmz)3_0m z4BYgA96DNVqZQdBRc@Gh$*t^uG4mZ55S>co2>`Y=TtS2-BrZzV-e8WpUoSuWZ&jE7 z$0p1#*wq2BO{S||dZzswm4>QWE(kVelp1t~E&WGJj%KYXVZEmtyFUXZ8PL;av;k>) zJ~4~VgBe3z!lIaMKBJd%H0hLq8*HF1fu#@bn)V*jXw9eqq!l!CA8(3ydk5wi9 z@XDb^ZK$-GZkxMYUN`FK;Jc~Q=!9)M7_^&<#gQ~Ee^+v%IGgKM;nzlfD809T-h|+x z*3*rS>#C{pIy+YA*acBwGY5(3LPnbp%?*i$c+>Z%Mk3}Q(CD19Wbnj~%9QLVgPAfG z-G3o{QHeuXM*!_)vV{Alo_dlx$^5}7tdYmu zIMM<_F!sV8AkJVFL>`Gkld349U@9ewGoB!w06#i?tN$-s){i{$pb#+a(3z|)>y>-5 zLhg;>euH+mu>9Ql@m4{Y!Zk-;MgM)Rr&5_bhfE3G!IdcZyxzQx>d=*%xNTfV*9+{> z05n?!Rg6&PdYm~>N#v=C2o}?Cp_7rUW%Nems?D3AVgTwPpjm}rJ{l-i#KL@LtH*G3 zM@4i;p*k8qp8tf6N(arB9U9t1HND-KI68@F>zS%WaxN(Wp@6%9mW<4iuij645sH5d z9LRO-Hu7VywT5Fa6-<_2n(%~AqHQ*n%_J5VF05zIVo&E`h-zPS(32)st0_tcQR+?$ zhfzT7O*LW?7>E!9F0f=9-)VCCu-hDE_(%$tfZ!=3Vyk@j&J9_vjjFbF6z#?`DFZuG z%n11Y&`1pQHMA=%HJ)9tw5~ zqm3`|bu*t?C}}tSRRh;!kMQKuu+$M_dZg3$SBwhHq|KivU>o>9@)OHDPc~hGh5L<(#n046{FsGxsvb(E8vi94 zA~AV_nc*wIrBD@^y<|TmFab>gBK{qWXq(&nCBra{Sh@)z?LtaZM5IeHq;yf?;f{_w ziPl$NK+;>J=wk93Yn=ov0R@p8>yL1BSMxHg;RMSYn954+^;n$qG~b5*Sn3<1n{Lee>o`+75DcF6}KDfYodpigc@q(@t5fpiS+M^+-T71_g`G`etzCiPL8CW2cOB3*%ylPHl@=LF z!?g|vnzAO;)A<#>TadaLJs-3uwOT%_q1xJ+IDPkA*Rdpd8ZsjtrJ_+Zr1&*wcmBsJ zChHHNB`)pgn7z8o=qUtOCI)GB{TPLUNq$IhMF_6^G}YoISpOU+A4$@}%{|39`p zjO7pQZCwT0SYe9VZ(Kd^ibK)&0;vsC46VU8=)hv67EddlT8*#l3b2)s1DhP?^|T}W zZ*Cse!Sb-*D5QSAb)H-Lgb%D?P%v0CFrs)@=99N-4*Xc$%gzx?5X5`f$^=1XcN1QGAm* z!l2F7FoKS8dRgM5`OmDW*bG;M)?=X=hWA>WxP8HE|K3>~TZy6Wcnj>R@>Uwsw*FIV zZ@f5nc5gT-rsJx8m^*{nDW=BYvP{?P55%b^-d)w{$KqW^$FSRFGI#q#N`JcYc2h@X zJiZO?0j?8Xe(T_itGnJ=_Rx2V+r%AgjQ1zV&p54?lBc9Aw`RW&j@XGaFUQ~s@sm-o zZiw_NK-hI2p4~eX135=Go^W@-KZ2_c&p6{WG}6NP(ZsfW8-{-OH}268kDYwZI)YHZ z6v50FBbOJ?H$Svs6vx~Vq2!J*Uq~xKM)k!&W4j-n)gn!A>%h7ZyGZNMxq-LV^41Lk0IgKNmCo zsYNU%D^GE(Sv;K%OkS*JZ^uyyKYU_3{Yl^Mh!A*5VstkZh`ayfaSVa^(2$vt z)9-)2o)*IxIbsNCFp|H*tvk@q&v});jUmDvQ8#&R{HKHICIz~Yk?B{|IJ1#4**14( zHm*=GXQTstI_AsI;y>l!HW`JFa`4c`){^&yqk9@fZWubPD@M$j-I)Gkbbs?lam$Mn zwb!<41AK{f^tEQRaRzn=`vza~h*eEVJ~a=q5QDzCKto@sNUoCPJF`;oHIxy5lRc%? zDK>~HxW z*qP7dex-$#>~vDlrtKFtnqA|&#TQ(qpGrQbU==zz_+(E*Yt| zYazZ;j5o%s0bD}EC!hvo@|;Qrq8Jt4Gpbh_jBR{xn5t+*uX(kSwI%$vem#!>3wtu? zOQ$*+SJSt2QEl+K`6mqqIxDVLc_!taN#w+Qemc|T%%ZfC4*e@`4%r8&;mh71}gOQ_~{+v~TOaegw zp3KJ3U9TAe)BRqHx2@rJ{!*9d#Pc_Zz3LmiZT21NYHQcg8Xg$fC43smsp%lakRO?- zN{G<~ST=15m@I4Ps_M%cIul?HD@QxJrE|c=;Zv9EKj%9m zU1KZz3Ac2+?a0^Fy0*iAP^ck_N%XFR9~DH8iT0$*Xl(+(Ppq4~JW>ZxnG`}u@mX~F z)mL+&h>n=~&heO6twT{FP*T%+Mn}i*+IW=6X(S?+C~Cv8)#eR&*?zJwu<(K-DF6iT|$0%rDHQ;J!9Jh z!(qrI`4zXOmH|1s(#-y!|WK#i>0Pc${{KUNr_3nYe z89tvov%-%%^h)^D<1x8}^Yx%Kt%ND6dL`PLOy$77TDJ?s?gkuriQ=UAf~Gp5Q9_vo zXJ_E^%f=8;WavfAzc0;(U88zoVb+4g$q$d4JVdVo;4V+P{leJra~n-BkfWTx9T~rR z^QP_46KdLwvt(2v8;Et#1xhz<+eNESAO#ubuNw*5j88>&3I83XFzTHTz=@Hk_>F`k z>6E?j<>~lVOb0dF8ff|Uk>-aYvpF_JzyJ?GkFlV%;v5|r)!Yr{HEcYjU7F8~Kfh+b z>$PpY6w@}{hPWsZ$wNI2Swyx;R9ql+_86mP&1sfXXqL@i*7INB!Fe9jmY1zbRIfd9 z+Uf0YGgrF~cQ1GE`BP*z92L}lB>#u@RC;j-OBBf5cgyjM+T?Qg6^T-rA$1twXeh7p z$|dJH8A~8IeShYX;gqFuTRM%>?R3m+><3zfs&_eZr%W6~s|dN_TLo`K);OVup03f5 zXN2_}X*CWxK%Uosr&UhW(3rClJEni`Vf@RwirgM)CEX@1cz1bvAab5I;ZR0m936%M zGBmPoNE+;jhNHq;KR&V+Ul4BhTiMHQ+4hmt)yFt$HN$GI?QAKL+4)iVqDj4eS$URx zI4-x04d*V4>>bj@@&w^ zwca}e=c93%hi@9=$U9}tY=hb^%siUJjQb|)wdki)oK{i_O`Y}wnvzhb>?-`okky%^ zzD}b;yo08I9gYu|S6gd{Np(@Npp|gu>^8WQYV<~DNWw=451CrER562Rc1v#FT{)bl+Iw=Lb5iZ*~%`C;l9m8u5zh8$)NlV}RWnJ7hd`HffGq zhp;!!ksIzl?*+mvi;IsZlFS5cCLuC;(R4bqGq4@(XtQ8^!3R3`Fk(|m!x$!28X!2o zZs>n#Tu;N8S9@6nzQWXYd`hcWAJPeow@9!I&t?hC2U0kMc{_Tm1nJI>wUT`frA|BF zg`4@H8-{~)hsoN0F|Lt~-iXd!k5Qh31c%0an=m<8mlO#ppG-=aykFfSfuo-5mHyIE zK+|3?;Uu~4Bq%Pr-30M3E~V$fI>zIfG=d&htLdRvIGoaM#B{rZ*E#o-G(MaiGz5)G zmRM#Hs187Ge1geVXau9+GYuzolxJC_bqG1z9LN9%gHPLf&UNqT+?tk`BjZmeWk$vu z$v{nwI2@`2bE8vyr*VtrCt6OQ+4>Ps`Z9e0( zz}hjS0P^-xf|Ly0a;yJKR-xN6-QDwYoEEvdX(j!QB32HdO~S2-QG!B`bOBW_r3*E% z7TzSi)AZ1pEqAt1D#Un@PmkThp);5I;Ft6UICF(J33FgsQ zs~*Ujqj8UidcM1Cv^zH`;wQZ5Y4_$@x1JnuyTII8*L49+P#4!+rb9{l(hT2;nXQ3;8DaCw>P*U zWZt5bZ?ua54`&{T)rd6h!_i0(#igVmXKFp<%+U3#P9C}`=(JFitpM4$HGD2-ZaRJP zu1%YI4xT!q?Ut`CMSes7vCSo^UF|n6jFPzNF}hvqUBog23=*35yX4+y5- ze+V1q(vwPInX1O;YM$6{)!wm_9Lcqb15z2T8=nk?1u^AoxbvVGs1B~Z%Gd91Q`^`vqh7Ywzn*4joZqY~G0y}Zj?I3#6TCZoCgarGp_lYm~ zdK1=2F>GeUmJO=K)nJ#zK)p6osiRd>Y!&hQ=$~~u)6n1UdVmf^zrKe+S3DR_>y{{sFAyMCJo zn+!Ac05OQDMzy=2A5q)~dH{>ojUFO0VvF34J}}`S%6|1WN4e?NAxOww2T)4Zc2KnF z7U@cBw<~1}d)%xH2|u!I=F5N_KoPJT`NeTz!xkBGM?E*Uxs-<7B-lr3k+J>V8#>*| z?SWGC&iN8Td4Zd@v-a|#xnTORI^p+&r^28#0;Kx*ui+bawAv0iE`gy$h`cu_=Ym4R zn?6&3Yc|v#AIye2$Xq?_;kYfNhAAV~5U4Gb?`bFz$!!Q3038fjlJ1gYt6$8?4WSzf6 ziqksS6c~j?qR`ttS8A9A6xT}G(K_Pt?w&a%>vbHo&8E#7$IoM+@VqgX1{pUX-eJWi zbE%V;RWcBEjZ0ow)qsvK^I!aqT;^Uz_6}O%#sl}+zlg;9LRjX7C021O+)qZwP%a|Y zCM66+Nfj+e>i%licu$i$8&al<{uh}LjpsOmu(qWvou2|fEb4||(#Mcu3B}yY zKkCdD6rufOD~V2=3=AAI{VxKtXh9n`(}@U2$8k6*&V4%0xsJdySiGQX(wQ!sdU82- zaan+EPj`V^B;W5n->26c*Rdy~VNyC75)!g}1c%0HAWTZkjB$v_5QHe8e2Q!GK>2?7 zJ6&701n4y_&$0j?!oiUDVUSk@kG}JWvrK4sDS{X z(H*QF_J4+nk{h3Sgkf5-mjk)rGN$hei53ufX7;Ke;(T;6t*vq|ZFi`?Y z;jOeM17tYX<)zgm+?;L>1n5X8)2?b+51dHceimbg^yJLJ5Rq&C&j7L(vnAdpT}hII z!py5`=q>!+pztL@PLVLY5EY4@&=N6um?%Zja86CoD{tVX5iFPn-y zRbFKVdkS-&QTJmi_M2c^S8QZBF@$`~IdY@_tKeNGAv&}Wb-*t0^6rZF2QTQpAZ|tZ z0c2FldO4BfxEBTtxJ;!7OOq*8KB% zCTtgfyY)JD3*3Z~?SyrLkimuwxjUBwf8vhbNu5T%Pdl=W z0{UR#0U(EVIoc2HD>3y>>kjtIAmT4Q2d`?nA0y~mx?AB{8{^>dvnSn9~$E>V+>p!zG`_I67 z2B5Q$DV=%^-e$Dxhu!!RYc5Q`hK`*88^A)`pX;;t{%2c;G&W%&1upkw2=wwx@S7aM zIJ`|hP_ES!ysE?E2I70NsmC!ejG>a1o2^Ptqjje!DmRH2&!Ah$%hPIk|EDu3@E-OL zG9SviCc6z@T7Tq)!86|hr+x*MD&iH6gbHpt=qQGj_$V2}AypdAAT476_r_+|oj3#v z=OXxfxg2dBC2g0M+tCmOf;In$<8UE?ZyaSn5sfL`mQHHfsiwn;gmtZ?vEZG1+^zGZWtFZ>ol@1B9La`Y1YvIzs98d_kAMJxRLSWhH9ZHX37krP(mNWprrTm73T z_e6eThb^5GT?TY1hbUH25(Y9#83pO*-?8d^kFt@e8x%M39fLy`)j63jB=ayNJ#Eir z21y3m6(EVf1ymQ5jZ1q=@Wtngz4p0|rEU*XO|>cnnRx?Q=O;?L5!KD8Y*r9Q5lSU` z46NP;N81V|{V)MIlzj|^Lkq1*mAHJ31;Ej9<|m`myL5t5X?Ua4>2dBy@C!&5N5>8R z=aNaiFK3Qe)y6Ou}p#I+nXI!U(xs zskBQevv4OBep^w7z`d=@O8Al9Za0GK1+y|zfnodd5L#QWUkdY}53JCu37AQU`sUsSQN7WwsU#!e-zFXkO;fv+m4Amqg$W+cmX)F$RMv z)99ASv&`KWr|C6k7VBYHX>~k72-ETYEmhsUx_TKkOFBDqh0*_pr4$ zy0)(fri{p$J_T|sjqhNC880JUZ`!o|2oy?O3H|!H8T`;I=HXK(&z(ZMAB4G%=$zK& z*Ze(yjY%&nrIITfce~Tz4^IrG9vhxNeXU?Lp8b=l)cvpXMi9#hb3qsQw5DN1pq)EZMy+T$tta2j0Jd^Z6Z(CvoYsOb z@L1yQ{i1W^cd!3*CwFP5HppcCfgf}7 z4By(3<5coKN8RGGHR$!4qj$tncdAXQth@dHb@wiCHKyJB__He!lPF|_k|tw}nh6^t zYK#b_8D{iKIw!Q7G#Qm>@0`=55_%KzG8jWTDMhuTdCO_<% zMFtbLjvSpWpPU@>C8_kpM~U8D7wJTOS$`f=7&faVfR)dPmwn_rL+xe76Iw}0{7B5RmE1VR~gkS ziV_LOchJJEUY@%q8`1qKtA~E`O)oyur>ns~`Xj$H1?Yd&>h>QD`;zlH1YJ_&r|SI0 zG{Pdp5WK8vkUKayLWkG$;`lg;2`HQ}rK5jU*?)$>6qAl$0g#5f^wtY;y65fk8BquZkqehkApo@mVBG<+>KRCOR0} zajbKylJbu(??65{_Pnl#?20`JlhMHhU~8zSTL7z zW6AZvEOHW*1m2`u$y?#WQoplFm!d$oaJZ(qI7YRhMp)n-j@OWwP9VlHbvD);9Er^f z1_V6-U<`TW7v*Kg2m(w&P!#HpnLk^Bl5ux3ubz20-&!$-O>dk5~ANVfu!VDo2P% zg-<5E&uf`01!U1^F!*4f7F>dD>;vjVZ|Ug^=XVh7?d+6r>RF9dxREt|Xs^ekG`8$= zP^u@Yy6R4D-giF)JaARe^9>w0EnuV;ywjV+FM^O=i#dRN%C8^S@!A#wSIQSDeXOu^ zaXbNdOok=>O_lcOir_L-wC2OfsLS6D18yfF1ZEL9ZW@!mdmamNDTmH=cAhD+9rJn2 z*zvkR38DE(dlk?s375NI3=T{ge7VQPF|~r+64H)NQT+-vy~_bSmXpqdWFFez_KaH| z8y_yYccpsQo&G_x>4e~$m+B!VgD7NLz(Ls{^*cp#ffGsqMc< zn8tPqv1da*E~mCm0augWPsgikT2}0Nr?HL8#V8p7ry{klfVzpe8Ydr3Q&h>v^QcP* z=DovSEH zE(Yfe958t#r@#Mpltp9BN0yK ziO#ID>GIbgjB~>fJd}LiLq0LmfR0Ubiz!9Vk0`xv-L`QY(?_x!1xe5;+`CPP9$5HL`U1;mWiQGFixIs9e;gF?vfZVWgZy@=gW8B{{BJ`>I2PI zrrd=G%}p|gsK9nulyUH(SVzsQ+?0u4+TiQ6m6_B413(g8QZ69;>4#XX*wj6wGubiA zfKsgRHK}KqPD`F5P=xbEK^5Yg&d%VIvxeeEalMxj&=lN+28G)@qiz*6bXB`k>=aGY zx?3bAw>FR-hhNd_`rM!V7^PpQNm`RJj!5WI`y?Wzssbnq-eTq+9u>QdMws-rDIuy3 zZtl1*ZdFFLp9HZ`^0f#3wZ<>ULxl?1VI&g4__S6Dzt9O>6LZjL{(-TI_d~>miVTXZ zz^^=B;_Rt*ZMA}vr{PJJof#R%>p#d+##slj@sIAjo-z?hC1i|NBlTn>y%KD?Xi4qU zhXspVZmic2qf=z9UkS7&nwX_57!c1}Iw32nDz4`f(bg4^+|_)P+yaA$GB zUe#%nmSR16^Fmyn>;E?uWbfPEKq!Go0@Mx^AzToY;{C_Bv?fI9>*+!CvGwPENFbXoRuWNwfm2iDH#mvp zb2MJGc8cZ+;?R(9 z>n{ulqAU!_I8HJ>pDB1P1dmMVVM$q<{jW25V3zi8*@E#x?h93QLqx=dp})2nrF3}c z`@rB0&W@{xN8q4vfzWWlsiY4HqakHF-rRO6POFl&QmAd}G`z9`cAhv>IL`%RpaBF- z(WA#RAGVsQq=Sk0+5;E6t)GBXAtG%_|G`-(%%_uJw1dIFVsu!j4mgw`E+psj>ELfB zFw6iYQ8ZnnuI>UJF?j+Jg?!Ly&#vsRg*cmzZf=f~i7@aGtZeHC=tk&^zXxDIkE1x1 z2Oot2B=oZcP=v`Sjn&Y^JA=#)tB`*PY~$RxFE2^ z*9*;N&;I>0u6u<~GhBPt-KoM!*3>bv5nE@!QC(O3zu#3C8(6$!GeuU;E1M#B+dyEh z2jZ_k_|IsAOsJ5Yn;ek6hzmQxZ*^=VOpk;)O7J~ zXBXXvlN-74@g=bjC!6W3>6Ap-4uij#p)troF@*xcls;hN;G!sDt(O&h{rg)=bM%i` zaA6+HMIKsf^+l6Em6zd-MnPQPUvA~N;$TsxT#5&eujZl%G$xvqY$xSXc=fe952r24 z`-mTTXZ0=%Q@&0K{TAiB7AS@Na3ED+V~~LAL{nU%5~N9po1Jl5H5cz~As!b)#zvay z>wxx)EKW&CI25#1^}%G`zik%bhW2}C4RY`{aU)Us$iP(-QGsWsAIZ){)p%z5txHZ! zf-dbJ2Aw!*1w>4oR!LNWlFN)GQQuF5!?P$(M3>bo$^tNqUO(L&d39At=k;nMHxQ-= zaRZ5m9$6UVc`5ChSd!w)X=O3jtLmUw@U1@A4=XlnZej@DLN=dQ!lmR6ZnzR`6URFd zWI^IHs4mS5atf$|a(r~&!Ry_7A3^7Oa=cO6?92Nnmhe*qB_hH8g?erZHgSheHIIl7 zK{%{al0x`N5B`tSiVt~e;rhiA99V1ZiM#G6f+moXQ=fTSV1RpgxMuo=R=b_gZQrVT zZCI<;Ji!SS4!LFc>l!EIkT|~RsfC+DV%p_lfQY%uVMdd#4*uuT2?oniJ*Tx#c)fQ! zD#a|Sx~2WG|L5(f-s&)|pyoh(z{u^udLQdZgP@u*uyNR6LYFM_O6e0ms4F>-F`;T*U_SyIy z>8FQUL3I=gn$JOU1euQU3gF@N8co&Vv)~+IeN~8nwBEaUNV38lZVuw*Jsiyb92EFn zQJ@X63f&Vb0@pm;)sML{B^`X1PiC32F{bLKN{b&|_&x!8a+@Hig!Sf=Gei*8k2`g{ zzYfYG`KGblU~^kUvoQ54L{kcoPV28SfAP9eB1MaG@OhDhe5Q>TF)TfKEmc z1_JdxJGli#gTJ}3dolP7g|MCMX0zrhgoO?HQc3jfg@IbQb4VvJ znJ@z-iQ3+Eb_3NIaOA)O0(-Vv~|769y@tAlR4tOfL zL*!7niz|;0hX)%JxOHoe^rJCjyp{!hyrSGZ{@5jS7_rvSa8GrvPUe7mxn5preg2!gs$=swp!leCCOwS`!kJEmIR)>vM zx*k~dJfNNGYv3ThJnM(^zqztNbtBG8K>55dn~NR=UL1-Q>Ml{|L0(Loh{&PQZV87}`oXGI^58D|BjTuD z29pHqvp?3XdKw8ycRu$6GmtlbM-(?Ks(8fL9GNq>gan>|D~VEoNn4Ac0kw=9z~Dl7 zPFhZ0F${jegJlS^Kn*f>mC6pkwiy81UXr^XMiEX)YRb2kND4+4xl>m|M`y)Kqmn3Y zJ?e%yBnv6ox4_*oFGaOqd|J$;B;iXGQ zky_#z*xlZs`k5sXT{AR(+i))>1#hFO5Xw&Eo8A|mK@FlD?+OyJ3UQR=(5v2o1!mzY zoC2rCVf-YC9(jnL*6K%IR~8@$l9<~%mQd;n;U%sO-pbXz)X>QLKRR<(`48U`kdl`0|4qR*lxh+H-TJZ?I;uFAir@&)Sv{n*T zMS5G*MMgqH|N97$>eh*MZqCk%9L5mz2)~e0xb#pEp_@wJQ4U9hgyg%Dbb%@Y5@Vlw z91gi5j053uy8n$Fcs*SOQ!HO(fy1^c-9${V7x@UuUWmHX`5eeC*axpDJr4Hw$WCg- zF&V_&yvn+Z34TYmC~gmIAIW<00)Y2|UB-kSA2b*=-brN75WR3f_-8@B5;#XXXZ~O^ zJD_^hVc+!(f*0?^5fJta26CqJAbuik6=aRVnT2R63MJE72DgFqVQh3^tsKXWR{$82 zCu2wi>FMlkMv5tB+J;;j%3lnX1FHxqDUm?8|8;+6KEZ85E)JOQ7LK15=Lq~$iZdI zCi(og3lW^0V&^0$WNj`&bbvb10-uj(}~!_)TihkY&{V7MmrQ+yJwVHt;?HeW{9@6saaiV`Xi~ zCu$FJEc1~wa=(+!__{sjlCheW3QE3~8KpTTS0=XHKB1HQDN?~1?x;eYKqt^jj8S+XOSSm0iBskc12-X6%@g-3J zit#V$tixAwb5qy~aoJ6_fuU`nHk*y=bCW-Wb+?U zrJh}P?4P1H1uv(YS@y)`awmWcnPVQRh=*ydU73Px81i(@7c4Ydk$8vZHr{WMBjMsG z3=}j81^Ydg8;gL55h%c{!I&F|sX90-rX;wQkmathFo;l<3~NnF2v4Q3#D%24NGJsZ zRx{gQpcIcZ4~FrD;p2%wmGeb_zT8XtNlOdhTYx7AKZPfW(1+|-i9|t=#qcux95#N7 zyz6VXczN7HcaA?OB{e1_1cFqg;7AUriNJ^qCoUY`!#m1%5q89c?S=C|?kX=O<-8vs zTMF!~aUnYyOO4vqQPz_@1cV6K20r+G6uof3e^@LGA#GLq81vs2mIl;-+7QTi9O$1& zLSuG85k=b4LdAWv=TPyAyqKGZ9u;Y`7b^i!nG-Q#1}hEB2IPgMoBHX3F|?qLzr?Pv zHQ40LjO85cl0IZQ0-~HiJfzP4eMA1_F^-cgIex4cXpmi4bm2^_K*<$YG}H)@iiD38 z_!UWSVWR1;tN{B+JrVqZmew?%gc1$*SXBq9 zPj$=@HdRD9-r=x|;F?$>2PQ8cFNCF@*}J#{mEI}7v#?))36dr#hD;(RzD$l!0O9$oespW4zbWpeJoV^ z#JbzRwk{E7`OH${K!(y+9WiJN;+Z$isXQrl~Vd1!$LIeevnWktA`nSpp752VH`M1!isd9dP85P<%OEGDxwMUO)% z^*T5QNu?hMJ-|wxmX^dRwUQEQiv$9D#taC*pyDKr*}3hb_>n50Wys5{Mb;tvip6lu{JbnfMU?XBERSc8| znLZcbUrcmKF6=Ep9Ku2@A+#OAU|zsAxF(6{{a?7G^w}3YoZaa7^sg9 zHr5L#0nU9dn2hcVIz%AI;xp8qb~*QZL*TO&_q*qVz0EmlcEHfO$7(5zkph>RbjtvjyO3w_>@#lU5qT)HowMaOG zV)DEpFmw1>GA9QuON>4MhyHDSraxGD+7yw%AsRveobBRPZVKHBrwCk2^uw=mLfA#Uud^6m2Ew1;JJ*h3jZ<*Gq?~p zHUO2TZxp4^X=z1U^e9?tWUbj2vNeCrHl=u*&!fHWV2`b{9ct$;<_*1- zv*rqw2;?L@8J6#)yWVFfNBzNSjt)Ld4EvC(xS@|MJZ2vkNZ^FztZ1aM(%mt*FOp3#2dH94P|kxX zF-_SHB+G5nOwll-TNP!Bv%rQf~s#At*jH9#|i)i}+c+a+ayw-~HH-rr7?EFCS-GTBe2F{$gMA$DDl@|Zh+b0662>oR~1>E`hm!Y)Q z&7k)XQ4u!Mfk-w%SVA0MP~OoYETcrZCFtRgqlqjwv0)pp%1g1CbdxHmVFj>G1rQ<9 z5kijfP)JH5d)DRYvN9V5PuGi-v8sJ!jgtAUw5Qi`-5@dLgijYjV#9j;nN@XCt z>XmW49`~*TDyU&Kp?OViH%!F(hUu&hq|2%0TOuz7bD{7W z=Vt(s!g3-6C`_deLZhOL!FhrgBTRQtI|S><57^$LVkd@ zVJU#UZV5ah!btwVJT7mtmzZ1uUQM$ghzJV?ZccH%TOR3KfHHAS9?pEXXWx~b*XQssnN)+%t&=z3ivLLyk zi*vbwn}Ja0ei%5p$j%g%&e_T^S(In^ zf5=RQuuK&aRTNuNiUwh(9HHU|Gs5&CdcDt+R1&7(M!`AERzgOI&@YlUFhFL|;GyUi z>UaW;h}4MxB<2>#nvoEAB8|2T*1;$PX5)4ASb~)^m~eb=X5S7d^ws3Wl-AvD*OcNh zReRK~xg5an`0#5k$!L=%9K}8$OtFCBijUHV&hGKAr$>LRf%w_!0Mv$aq2cOLJKAKj zr8k2C#}0-DD+803;;~}5cvVk;SF;ci3R8lBS ze=UFExPzp?9?mtBDSeTEGEvHeQrbbjC`%aO6OQopw_*istx0V;CaOUn4Usf~JlQ?Dp+TL}6Ts3S)t zsk#pD2vLGIN|A!*-4>&9>$QSd5|^=-UVxDX8Za3JO1X}I3IuiIh|EW3{?bh!gDLB^buhkG|6%RKlU_uEns3i5`R^nXw}NjFZQF2>FmNLYk*P zGRIU}20NACE%1(l5kekTAP{-wtULf^NA}7C*M1&CaEmd<5d7)mgDxe*5aPhvIZI8M zfZNEGMXVIE4ntpbB$3b?BwWSe|99I(?i`L9ON0?`M1#F1yLuTvBAB6^DdU*lP0dk& zgvMhw@22JY>CI2q0h?c_`xg@rEcgZA2dskC{W=#HpD^VE1Xce&u$^~g%7QP!89pcD z$Tl911nEUOAqV+i|ICM(#KM<%u=(Fajx3a8+E#FqR25GyLJ>I?_y$~K@9-e{d!AY* zBaMwo;80+W1bTJj09}x@0Lp|JMgoO$<;dtWOD=x~6q>@rUreEf*(5GPiODd=6?3XwBTVIWF0ThXPB5GfU5HXJMzEzO{=} zgvw`@-0=pJK5xdL(9v>$EdAm=@^T50VK@nvc>sTCtwrvY!gJRHNSvCA5Pdq7D7%2t z;lNjMfLW}=O>f(+TKHcONhn`-qV-Iukpe3)^zgone2b~QiySQ_RG^poaGrhoHP=EJ1U&>UY1rhur?lcjifOzGP&43VM9Ku z8+8Oc*pfAUKC`q9528~Whp})Dvz{)A;1E&=A{J{-6f}a0BqNU$jG&~{>Tg)W5V`7> zXhcLtVe^%ce6ZyblT+7?KRLdoB{k-*d*Mo)5aB;rHJW{ZlBptwZ1pDZLD1VD>^c6-v&Xh-lfCarWRFZm9M+nZ0c1$5sUT@$)DA7;~024!)iDDbD?NppM zmkQWWU5&7Y#bdA`w|9|ng9SY-iUNwD0Q%gC<`F6mv-$!=kN^~U-1*qa2x$R?nZ|L& zAJD#BW~i1^+M{PT=p}#VWdhBq`=NYnId@6U7JaRRyR}3W(j=|(F zr}hI6ZN|it*VKd3gZOjjFZ)RUIseHNSZrJok##t|BB;GSP^pjwBXJ9J27kla5v-=D z?_Jawj!8*nDh`|@7ay?@)f9Kc0>hnI*jEf$Auw*l#(|#L6XLxsoJMHQFXnqsFF+zS1uAXMCP(?GN|^8@P1B324Bb(v*;H zjz+QF+h&RT+9q3BS7T6X5-4P#1!W{KqC2Ngf@uG(v_R)|O2v)G3dEK6Mp9TT$o?>X zT-0lp+HbhX)4aK5Wo@U${dH91nm#FwdxaKz(<*(o8wiqA=I~0{%4oF%zBj=`ku)vn zm70gnLj-xSDxt{$Nc7VI+Ht0I6oq6Av2oY#q6W>wOKd?1M`8Fpfq}O^w2G|};PIBb zKS6(L2>x-e1Ecel2-5|64gUf+8U$?z*efu21mcu$z)6IwfPZh8yG=j6WAjLmA1;6DG*ZtzC`ci%4yTA=g}nlrYXTP2x7qE^%@Q`p}>?t zg>vN}ylM?3oOBm*8jW}~9=|Xz7s-X~Ly#EKK@9zKFz_b;ha#!5!-7H} ziRNrhqx_!?PvJtR1CM)VJ!!6mgq>BriIh-%SzA{iZ)yv)kURKmcUWP=mu9FDw9L^V zhY^8*uny{*7=DgP)(c&mp-~BkqYtDb}?6uBZwLg>W!Z>&Y|LmVyK`3f-M zq_ETifB!da5DY3%gBMZ(+|I?rw@;hqFdU(`P4--cU-n@s;QAmvQC?-4%|Z5qUljYO~I|;px>>jo0d2X-%eW_ zEi;I$Zx~p=wlYWMue@USvD6qrB}tA6*^R!2#ivD}BAn&KRKR|v zUB;&$PKHXxBe;gCd0lkTc*Ie<5z;pNpJoJ22}Q=qoSX$g90}^0jfV^X*<%uBZrrr_0 z+Vx{5jzSGNQ-(Q6B5)Di?k)>*2GxF)2PVvc>xK|;EMO{)U@u^ELHG)|2wn9s=CI(g zV3#xLf2l`@AP)l@O~!Pt!of$#C7|zxZAx-Re$qF7gVDKsQz>ag6_=wsX~S+*D;Y|S z488CDSd>xrB%=&Fe8lWqT-G?MywTOJ+V$+kx(h}A8AY8*CY?!(Z_LQ7nvr=kFa0L^ zQM7J|YuzAhaT6|GaKDd6;a5zYiWk2KLQ?LQ zG56>cbPa;8!wFRjC#HxNb9zu|aJRPp3|zN!i{kE4W6{L`$u=MqEMhtO!Ozt16-E;T z67fzDJVSrMk`MA;7}Sgvq*N+Xko4Nk7s*pEGpx;@9e1JwG980b4#eKiA8b1;*=g*U z)fp?HZ@65&Eh66UKBhkUplCs6ryt>nyGm9LJ9QVY+f*4Li=~I;VSG4Jf}|G|^#eIe zN@6Z4a~|SL`~$jWYL>K^w1+#EH_avx8$Skr}8Az^zqoV{U-G$3DX{7sMtIaAft`h!f=c4+3sDJ$4PCa{|m! z!Ok4mA#iCxbmVBMfdo-g!=g1|O@Bjx{~og$>@X`vDA}=Tcq=-<#BAt%dS3R-N;bJ+ zhFCg7+%!Sl^vk@Nk6TJSWe_H>uJAzhq1(J36f0|9A2m|+lN_&yq166{Yow%#151U?bF>XK zsGu-cKSI_nFj|HJ8Whp24v{VSCB5I$(|0ChR!%ru^u!ALv1~l=<9~jf@qHD;7AM18 zSNgjJ)jXG4f-@w+Ud8nH%=;=<@!fdc$(G)AvhuyGQTEKTe6Mh5v`mkpJ*3D&a>P3* z=yXxA(7=XAzfI-={+>akNP&Auj_`~H8Ig9isg{V-%_X&Uy7&Mx#seIkCw+iue$AE7 z5WYIXGK47Mhj04JJ~Sfm=n8{GRYAxwi;E|FAy*j%9A&D{FZ_K(EYGD$Y=ep+iS6f> z9F#pfE%mbi3LT_k<$ao$ZpHLGYu^}9pV6B6`-F_&-P3d3Kgj;=$5D~Zo5Xf;I~@PK zusg3K(;j=#eztDKRo6}BaYgQX12#N;Ek5+q zSW|Zw1qu5{-@fN^FY&BDjYMp%^z|+e*4={Tk?|EJ7O>fa?nHn?{Vk(_KX5pNktsaE zd2|w$#<@xj6T_)|0nQKB6lNv?zx>7sC|Kd*!634XucZcj2gVdAP}OB6T@o2(XYXYz zKhaRp8pPqBm_>w*j5VVtpdDZQ^*Oo2%rkcKfdfJjC?fK zd${l5V&q& z%={0-Eoc(q$=n9X49D_P4ni(P7)@{dn_`JWhWZr?c2*8gcTS$ye(aVG7#TAu0M zEhTBSShT`z*1p^D??(JwlSrlEL+$Pl{XV@h7e61$qrIN+0qY8$K#DfgP{<0qi_R>) zwPB*&$1E`AC@6$)wgmecyr^;+9zH@c4#6Tem&aHfrYgdRNn%VdT`;L9|KBW^Qj6isgoJIbCF^zE_jlrupm&Di}Dsceg z9Bj`504&dnQ(_jcf%YZKPu_z}+n4ZNWRNJamW6c^rB9G+E_BM6#)wZ?Si=sQ{;|MD z@t2{HS};hfrS;o}{4%>VX+fP;&(@+16Ax4M)XdgW@4C{od9#|r$u&c`)2M0Kyx8!^ z$G1<>BaQ2M9CtRY`T*@Y)m2;AQ>!sBwF)RE?SdOtoy-8!lJ5RCU;Ctf~AJ%l!aPs4_sY|CJxb9=0URKxEaLzYLP*( zLlzoQC^wYdm*X6idfP=wx{8w0Zd40Lu!zshjZu*NsIHQ4+9R9ro6gvpD`0b9-<#OHOT(m5 z!#L~3E?#ENb}leGn4xgUU}I&Cm-dfXP?$kbj|eYG%D_qui2|VTGhckI zy8LD?Vnr+{dJk>I zQaAx3lWY@VVJ=!|g5yeU>A3^A1%upSVnOnO5g|EJ;xSdS)}KI?3w1ADUQ#0OeG_cK z3VFejQJ;-D-aAs4G0urW56~N2#VI6gS;YR%kW~G6_%ta7Ah&w!2VMR z&6Y8|55jJ(pqh`yjNjZB7YYl85F1}4m`PF!0n89zrcBW-r8_BOqs}+%k97-VIai(! zAliZS*mAQ>)__bIoDZq(5b}aQbd;v!z=Y*UY=)x_QJ2}M!}gK2fKloyA)b%wB5{>u zOYoY!@Zq_IX!pSmuy)hfiNVXgVijZo>V=WWPbfLuIAlTTpK!!b=ybcMCh|lU#C=_O{Hq&F zh=v#A%HV~F6F2YDLM(+4hl9<+Lk1+Ram55;ksaJ5O$Td9`k+@FcGpS7kenO=9G|k_ zQp!YxjhGSmO9#^;+}94t&*>4J*bD@-7m)%2OUC@*{H~Bo8?7eRJKTcUhV>*qS zX$opZYZd^6Kyw9_n>k?3aGItFMH@}|hPqfBhzZ)P6Z{OQ=P8jNB*Y=vgUbt#D+|Dr z#(6OyyIoVXk0uQL;^Tiee@>mI-<%hyg}>EKnQ-4KSlXSK*_0)H$xZD4clDT>XSG zEug1anWMQR{bLG_2xP(IfY8Ook-(LWX$^d@dHPza^oO4VNR(1kLArPftK$8>G4FDp z&ms}cZ6p+G^h8o$?v0RR0uzSUQ0@w=z#=G+y4B+CI4|Bz#|Z$jO@dHSiIafz!4g~S z`#toJR)kFlchvw4;`tw0jV?6b(%`Dg=3|~1CA4d!FfCfR#ex|M!PyNucwFQRWt^6d z27td_Pw0^*@lF(>=}?(uw0JcB+g){fIE7YOL~RmN67@yG=e_h z5aH2CgdFBT7t+fNdcHKh;PMQK^JEB58goN#a482v${IN57c;l&8fZUM-G>qRgq0yj zs(gen@+byNgKR#GqoFPvB_encVPVcw4toGic)KBZsCi&HVI*eL$HS02at@DxiX=*%V?Ge>K-!K9{}C8awFZnrzHltU$}~Eua5M}XREoGZXXhEW zVtL#8(t`H=cdvz#B>?FF!qC%klp5|~(YFOr5jJ0e?IY6&8iUXkAucSU9_M1j3+7nu z!8y_!b0GTXkw6EZq4&v*E+lh`=OdqR2;MBt4xa~{5RMUm_aaD$$$^z7jeCKdP!zY2 zY_$bnpY&QxEDs7HnoI)W zvXF_OkU<(Vr?Q=Ng`|5M^5uBrsi;tJOY+-q(eoY6FEO#!>at^O#CQb0WLp5q3HxIp zf5iYo(mU+i9=Fd70ZstA+SRa?9zTjLN_^3V)hr^E!E+7w{YGN^wZ58*wBAvA6o}Gy z7(D_qEEwUCl?YbU(3loF$HFW+`bw3 z!gO3OxX!lFWOLDh3p<&IG7 zV?AVR`;hPDuH~>UMp(mSJ28Rq)oK&y3UNNZ>=XIpgmr{lfq5hfRnTKb{tz*hA#-rl z!wqv&a~mziFK{-KXt(QgFs-|G;J)z|TrEw{o|5_a3f_AVh<`+w<9etz6E!%xA8)IH zU=awFp&#_Y$f~yA8${sC8Wszx z&vw*93@MZ1by)_?M^7@%9^rUg8>R&w6+xOv%9OBtI~)hN338)|d0}hv#RDmu9*kL% z5Wcg*BpP@tysZe4XM3Tu)V?qm27vq)kz}9;G^q-u%ipER(^+b=DQ+kv=ZbM{Tq$Y4KuUUY$qNM9N)#AfB;y`jy zF*j%tKn@Q_fTsyB5Dd~xyk~1Z-gm&)arX8&H=5Jve8KdoY$?jJ=M$hJr#OX#r1`=b z%$(4)lYNDm_}t*5Y;tRU@a1asOcVbzU#5x`Q!QjOQ5Xb!1(vI=9M7q}doj&UJHE^f3lygq5G|W7=`3@r_Y<>Q7p+m&=$&DMSqLZoeA?TM) zBXQbF9k-rypL1^fF$?E?G8=X>v= z4NBQSmAgi}eU;K~<E< zSdlM|_4?u8bH?dkKYxO!drp7z%Fkm;o)5rxvg5zJ{JD3NRaO)7`p;cHXnQs<;K988 zc@Jl#XU{k|&1b8WzY3wqUe;`1URt_wpS9o6 zzmj0;S>9cNr#x+UR@5XnVnK(zbu;g}y`{ou^MucKpp|Tqo&QrJn2T(7IJSi&#f81e z2O`CV3HPphE8I3fGoY>}V0ULm!ISiYiRVj=KFAL3x)usL!N+%p4|olw&)#}P7F&0* zJ`+1iXrq1j#InkXqg@UlO{_qwkAkhXCLz6z>@d+U{k^2eoV-Xvllrl5!v5h9zX-@V0rq=zN^`<-4USgk(SA91AaqIBP&Sty%W*he`%G=C(y4otK zo02xMQ+hgy|G5$>YYQ#+tqQU7yRpPhI>kOB@6BWLSU0{II1_su(3ee+1U!kCPVj3VEVB1viK$nEzn%b!`M)&9=|IFRzY z?O&NZ`^vugJNql$|Kr0F-4LEWIji{;%``HLij=33B2P2Hv*U#44cTy$<|QW0eT5Bu zX&&Bmwc7M}32b)@^@~xa>`e_GuJwQFwPtD8I20Qi<9Ax^j(|UR(1>?;cN5h});y4& zbo)O0_I*eUee<5n5JqIyn>JW&qO9Qk@<^T{il|$&Hj5wDz)mqZPk5AyXz8B$liau_uppOQp%qJ zli2-~M}OCvXJFWebtvf|(ZK9hSpMUmc`tj}SSL*58M%n*XJXXcG-+pm>%G~o5XP|7B z+J@h@*md8r@1}`mBAsM1N!PCCN4uK8cD?nJVhUR!d#(Nb_(HmY7iZ<@8PMpzIP1&A zYM_kwmp(@$JG-HL&G7AKpQN6t?`+UB;Y&b=BuMX&$#!iNL`6W=y z^RK+x-cbDAob+c4#m^R|=Pc}M1T?6tt9xfp#C&1Q)tPl(!uCjE`=a`1i%LD;I3V{M z>z63LLkU*0NHl_XtUAwGU3{8Svij_~wO-=wMjNufP| zh6bF%k}7WtDSs^}p=8o)dCn8j-&cwYTZOV#8H`2t>GT_?H|Dx+%td;vFrX1;tG6ei zcQH&~0M2<2meou7i zMrpoUK*N^8gVPn$sZrdL!%chN_dOO)vF}~%ZcvjoEKk3Jj)?;*-W;^vQ60sRt7HQ` zOWdd>_Nu-aMQBe(SiH#ZP!S=C@b{hU{^@QmIFn{lDp9f@12~ErbfOj{v2YJ%m!IILrH=65|8iZ33 zHs+Vr<|A2ccb}Xtr7UOEr%TD-l-K5${Un=JQy3%MGSzoWXxq-v)Q9_*ABHgRr>Zux z?gTWj8tw1-)f^Hd3Ts>G*|HL^$E_uK3oX<`K4tBAJs7Wh0=m(m>t#LlSG_iNRcXrz zJuwUUUmeV_ZL?t;MLFfN?sD0|!uEsbeS^=p{cP3oGbP(;vd9S07R;z;h#eDqsy`*_ z$#GLMw=P{;Ku%{PUZ2#{NrQ!XEJV3JOocZ4&cck_3;&BogpK77C`NFPr4ja8x9%B9 zz@T=HYx-~Q^gIO;zCaKr2JgN8r1#!3p!Qdzo5B$4if8$^)ZV{;pYG1M>%JOOExczwhbEI!jWE;)xlP2AdsC9See{)|u{Oi(c4*SoVAr)T&M9>(SE4<@U)!W`d;q-L= zFQouYjKPK*F@LLtsLtQ!xnAMI`Z4M=xFE*F#FCMYGL+kZ8k0&XoQUZ-71OcQvw11S zVb{BD+$p$Y6Ev=6O^oRbI2Htme4gWBG4dz}P}i7DkEt z;0ln&8v-Z>cgwIdjLd_b5?2MpNT#gkk!2f;d^TyyoV)&r>;7Xy#{L{daweBZ987GU z4u=Iv%tr@l&Uwif%>kA z*ocN)zC$O8QZp$eqA5V1ArWg29hiJmd^g3|<((Pjo$Sl_3^9|~;b>zXnY6WHpG`$R z-S@S7?i+SpHavLZ5w7YOeLlM8Sq<9a(~tg*l~(}F9x0kMC~8AU#F_L|ne;3dH!lae zNw#~ETvj!+Oc9{9EhI+P9%CZx=^8t_aVJ5SX#ri+3Li}ksG1tkgTsM>5B1F%JF61E z+ZwB~A_E>pW?lg@1QDoqZ+(eJdH22YeD97Zu)XI4o}91tOMh}P^9fB=rs8eDd8?S` zqq{J5e@fJn$!WvvaO6hBchL@t@mxeCbrAFA*?rfuTivix zy=xw^7T{lIHPiYcQ4^6runDqNZ0QGAr<8m@!>6v44OuairW3m1i#}Rg;&J{EUMGZ? zTD#Bg(Y~H0Lz#LiVx)pYGgv5Y+k)A(fFiByilx}!mx!DV9iUE5TFEdqi|_fA=PQ-a8L0Fo01O(WC+QH3RO07=Du8jC%qQ(BlwXwQaH9aNK%BVe7_1 z@0x-P+}_faO$V_qdMfBb%A_;PrQmrfO|dU3i&$1hxHlKs%W(fEjK`I*l?U5C%s7*;uM zJ|$%qLTu?Nt4(NQ&@3iN&xOZk-i?)J6*)l~w(FZ7T!&jy&@{AD0$F^?74ARXw^4WP z8y{%m2ocHt#nRIY0U2m2KBhY(t7LP8^5O4cZ!(ngQ+77s>- z;Zqg)AboiiWLpEXv$G@pq9WV3*|%*IBRs>;ejkqh5ARhRoAvk@u_B>0jbQcXsrg;| zs^H-CY^jti6wT7^!PPn!P%seVWimuQUX!BpMaPaE!w$a{fBv~@R*Yg&@dwks z_~MVUGUeU7cO!25?2QjdIa(6~YU}Icik@KV(^Wb-`n#l=(Ha$FR(*|#EDewkJ;j5^b$ZOyz(C8*Q6#162(o$n! zSsG}lagDMFrZ;wV-7M_7NsCRYkWR-YH}t(gkPh?jKWA-mb#?WcWE+FX;47OuSER0W z^!AR>tiZ%1?>Nvr5!#Z4m3@%k>MY)`#F05}CEtMXM@DQXQE?enyJr9k1?-{>>MrVC z)_l~jVT-n{`zB-zS{6esnnlZZ$IM#CtS#DI6*f=s@;TzB6o^%wRqLpxIJ&E%Z;=hr z{S;daVSJ~fn*Z>^Dp&g!SHFNYu?$f{NzNuco{1)+w?g0SsT;F1upi(p3Uv#+OA9wu zYQ*?f-~6!R-=P8PRyJ{ziI~;uZPFTKwXqTjBM}*)sOzpPih75JzSO7y7E%?a#<20Y zeaCT1D`a=uwYb`+)OWJ9AN;gNT`L(iaz{B*to_z529TlDRKUhP_cB_`^1AErH;9lx z%?i*#7r||$mE#q9z75>TMTa(&z;iFY;h%ohAE{88_h5oGh6k=VHE#E8+fFAMIC9h| zmffNUrWkysQnkE670uYiqcFib$YYY(RUQ_61>CR}iv5K%)*_H1b3^7bKUm=7<8$DI zdt62fp~JG~73IxX?T^Vz7TE}4tdx-A;s`v&6av5Tx_S_Kf?jYre5+krQzLB;(ikVA z&{5bF5p#1uGx)PHx^Ncr8a8jb9=Y*41pp>Z;h_%#D0U!nkT8xIQy{e#NXcDR?b%aJ z4#amfOU@A26dLgCSb62dG6mm5APVZ+57)1bGU%-AUv z4Gj%sR*44eI}Jvi0<*PZ_V_WYZXz{~4Nn-D!A#Dq%maRHZEc+-1z8qZ-nyy0bwFmt zfJ|CXgk*XsngPkguAT_k>cqJA195&V(+%K9&&R&$Bl{+};Ec3de9N6oNIhjYFx$#- z&ygEpEIjR82r)6j%&--^Ln33x9Rr0O^EZ1A~VR{6SAOL*WLSRM}mb-h~#luMI|ZR0GmdZ>PTf(;WwH$E8a9{b90eb>qg;s_HGQ12+*CV*V5SK$!Ju%}$@ mVEvjJBR2vNo| zrH&z+2*|*IfQX2bqAaou`=~4f3@|gy_FeabxRi9P(|Nz|eZRNg{0xSf=lMVXhtdS%orEEa3f`_>CTVzG1sSuCB(e!6()O8k;|7K^8Nf8jg-@X~3j)H!1M z{xQ?{hX(&MEM@V+g_|~QTJZ_~^Q8Y|H~$m=eNLCQwWYgk+VtLg3-_jkhrJ?Py2;ja zho`5FkZ!qjT|)jRwySsC!#^F4U)*^5^P&Iz&)USsrY3cTL~YFC%Yy~-J;v?hG`y11 zQe~=0X=&!$YQ$|duzc{2%Fshr?y0SF)JzIZt)7}z9X8V`>CrzgXhh#`zo(sU6VP^C zq{O2|NN>%bV_~t4 z-+C?7H#yXIpRHG)i&q|TXT5=$6Rg-|CC@Ol@@yW{GF{X*-9*02aeDY}JOH zQKGIWM-3+IZlu-hnTn7WF;^pYmF;x(EZv&es$xHU-^Pc&#ZxBpl)Et65|?YZLCCvx znANBm9w#T8Pqcf~1+am>b+I& z_q1=UTD8hteaGDY^UvEuxr$KL)RKVGME_D{bBZC$;n6vVM~ee$7aMo{u-HAU$wZZ5 zqDnVZrJp@Jv69|*sQbjB?yS|Lv)B;YmHp@@kpit!z-4al+Ofhl8|$!j+qSg(7gFyp z_P@K>pB}u%SeBHUifxuE^36;1TcYU*XffcnU`e8r8oxF4e}KIqv3m4jNOi!mil*|4 zrpSOtkx3$&Mu|k?aSzx0dou2LI-uSuV1J%*>%qnB`nN)={;4fV!&d%AJC3F{Po1U+ z7kE249T2zfca`s#NUbE&)uN8o>B$~qX0v{5RrfKC{GA`{J2<5o85yTNE0R-Ee9Lzf zm3!43N?4&8cFNMXv%*(mId|?{|E~6qB1b`TaxOQmyu5tAgzw?%YICQ)z8-ILyV^H9 zY~V;|axynE&#kqtnOlK%la+Z0T`YXFCK|`mH-p^ANUk(o^leUdvIw`V9uiVqR#vMh zDKAgO4wrRynqsmXxay8b8(uw^FTk?;+&LbRwb8tDoq12qO)&W_CRIT;e$_>O`9&%mx9XV@tpl5FKk!yyMwpHOzZwepQhr4QUyjDaMd>qmCm8T8l&9ALPp?=b-?toMQkt(c(5X&pjH-APCAaN5@7i^qr!L{u z#o?>Gi2P0bHN37Ld0n>L4%>7{tu&dhAXMCr$4GH(U*xFIVh-Rd(Jil}hiD#z1PEn* zLfV7N3$iwv$lOh2IKp+Rsp?#wDpwrPEZ#JE+`|H^rUHkidk%;40%V?CS#a8eU{<9E zN9N&JHQYf*e%nNSTcU`NDDF9`?`=Mr)L3KHT$85C6Pz;ex`9VKB$6NEs0%pi_DIfY z@uk#M^>%aF_UI0~=#IgXmcg{j*Rr+)L=e(ymVB>$X4#1Y>w2`BXvM)Ph+$>Dab313Cerj{@E%UaCGQ?gsUc`|RV`~bJ#nE5*!58$WdM}pT*T+kRK zL83suaKrMfRGA#r;rY#8(m7ly^n##jUQ=^3Bx-=zQ2n!^|HIILhxARUtjICgxZu=Oc}h{_YF^6V{^ z6}VW`^nplK#ye^|91XTzc{n*Dr`%JdroXdVAY7}&LLN6I(Kkh;I4!E0w{f!e16o1p zMM>Ai#fuj&5XqR+vL(86OPQoOMMA1!BTG()LMj#tXaXgwTauPjGmaa`T&##bQ zf}KB9bupdTwo`=-9dt677YXBl3?n}s^WxQ>-e$8^uqP@QHNh7u z`8Jwb8x2hpX~VwDc~<$KXw@WZZ#FkK!&qqGvtuay^vs6W*#+rO3${Q>4^>)gUBspPFGk~C#yWndm;z(uI5L^VC0jH{K2Iaf)K zajT~UOfYm)Lp1v~B_tF=-9S7_TUw47EHek}THO&Kxs#Y-$zMI*qZ7J>xj{ z5F>uBhp4U>j*5womkxs(jn;NW3kSGCNs=a^>*q?ZFKuQd1Wz8syRK&sp0MYQ}2I$_s0hHzCiijbI;6lE7K4cR#?x$)~& z+ve?fbk`sAAU^G>o4!3+budJJaP3H|&h?zHx$kdE%bd^8Bx}iIJUq!O(UK4sqlQt!#^H zTM!z>44e#-?OcYE4+We@A?514#{}oL-!EhGD}&R zbUmkYeVN2Lt=_pgnTGqTe`p<(MRdl(c#1GqOl)lHB*(T%p11|=IFjewPA6_>))Xsu zE?3Lw9{=(pIuQF!9b%vgVS$ON;}U%?Bvy03B!h>x;gZS@9AVn4ZBXf3qfXEFY@QQP zGsmGJ!6DeFWQzZtDYWH3bshw@IGT~~^abw>D?0wPhP%ju)sjB&m82#n>})PeruFoK zn4E5w0trXwei+Nb!XmA9Nm?z=dK#25b82W1G|$Zv3GI5-6-c!ruR}#gvb5Ha9~|G# zX`!pJRi%nkMvvYx^m$e0tEw>(a`%!j@Twlh>qjR_Nb1pvUGo}kLGPTgo@`BP2p6Zr zpjp}=OXo_ZVC1xdbX9t!|NTfcR(Lv0-M`iSQ@b`o(;lhk z*gD*?HP%EK%T7OQqJ981XrjIZ%|V+}e}+`gs!~s*k!YrrbgX*DKs$68v@PCwK6aE>aI+zgwU9yDx9k|=h4&c)PDJBJvo z1kc_ql-2SscE79QYu8+lV~qWNG{mo#lnAHpb(^X_%4|nfc8AX(7Z(>k&iZ)mdUmsW zh+Z1GGqf9%ML&KV=^)$T7;2RN=0J!riJC5GPe#`|LHiQH=hFN+(!b#_zwk>+HO=Jq zWc@%Asog5+`1kN4XcQAUr0-t0@qR@+v3zIg)-nkWdX?k$yy=N<0$NJdVy~_O-e4F* ze%UzzjX7 zdt2`lwu%HtWx^ca_&LfGj*8*%WoRyyoJVJ^z7V%h*6Z|g3yE^@3oV_7YiA}yQfndCABR>OeVUKMTAMaPUDRT*;U znirESW~GnjXN;aUVt{6f;*4R}nGkhxNS&zm&bcM7?eDols?kc&=Ahl}Mk_Hv{^WCg zlrOrlc48A81wlVVQK1Si!J5Zy^OfPE+FZN@8TEPl&DKfa`qwu1M!u;r6~ zO1P%AgH9-Owc<(5S56yICV__3j-w~IKA@9UuS`N$@&5KAZ08WgHz8Ghyx^F$lFeb? zNn({9Nos?u%HiJJ$XKO5(J~)CD<{N6`%Q>qb zjUIJ1M2q7f%Cu11{j~FeBe)9`ezyc0tau&*c&nO;{Ia~%GKi+n9AZf9dbR8^xw(-H z#k>J^k{WO-Rh)A+!4DkXbyN|Gwjez zif(%&`s&7%loT7dXkJIjP3SKpi+Q@k4+p*IGiIxz8OS4FkV%i>A&_A@yI|B5PhnT} zS2aBL@NZn;-++4}=hfoep1?Dc^FYoNAIc-Jdn1w=`dSr zi)hi;B!=a0DsvsPSTl)?0zeAfy|kiYM+~#=4g1TmHNKx>8D!LmrK|J$7Isvo8jfI= zo(danp3L{0t>}~m!fX3B=jeGq7bp^7YRST3)t zTw~y5tG~{hq&;?TOSby*<;(JrmTz*{`?9G#_gx$2>z6p&)H^*ry)(Mf#EUkC8x)t9*TsEw zqqEaOdklAh{kNBnbG>w)_85)}O`LgL-S%8H^G^1<3}z~=itIh|$@KGs-=SOreJEvb z6R10BGx`xsNNd1;`|WCl0`}T#X1+Jq8%r?(yR~aScwIHM+%0oZnS|Un*OVp;O~(hX z^ZQ*)u0IJYfFmbiOFF0CyDUK2gzfLBAOwN&%|8Dewh?UV>9Q2S74pzB7^G#Alg<~b zI9L6w#Evs~!er6*n;^ zt@3>Mw(2-iVB&d%go;EY&|u;ua=bGmM0KjI<0GjQd!ecCr@H>u#J+_v9Yb#)&pYApnk zo@T)NK8@>5@;27Yy25WF;~5z` zp{W!L&~A26!SOhUp(i)ev}j-?e`Qqp;K2ie*Z{YZIU!c;wUO_IjS|5dU}WY8M0>JK ziR&!T%-$4VLctjK5}#B}jG^+)QZ~ni+f@LIkHb^?XD#;A7uGPYqLPk;!w-A*=sD=y zc;EOqsd4}4ZAY@y0kBEej#<3M*}0*^LDC_Yd6ScIuriM9Q`e|gm5OoIaeAbV51>>p zSap2NIgtmmpdAS8H3H{yxqE+kSuNXNL>S-P(1bz)^G=Dy06bK?&E>kR9})tvA!eDU z19b~cCBWjzi%k8N3G&{ab|&*cp&RQNSpqCiyjBUsOV3rH-uc+>^p0r%eoAUStavQ1 z*K#LegnvBz9XdXF6=YzUx-nv>V`XF?efzALUQNuAkt_Y_>3xGZ-DbDmZiwyw7ug*50j$DhFd^IdJO%*}gKoBXJ7LePS zd_>7|V7AEAWW5Ea76&t^VgvtH!>PA-JW5kGE6H%Ab(zaRARhU%NfYG@Dxd|Vq?~D~ zcwytKm)N4qC#~lML8S{Hi){5a zitFLH{On?(7Z~oErXbyy?2_uhC9{TJ9CFx?&+$Iagd1SGx>sifeRKoiA`P(AHnQt9 zgnQ>f=5QV!w+d1os*y7=aVNPDs>O1`0SE=w38W{IQ+$SWU;wUlG>pzJw;6ytX3jP+ z)GH`-E({bB<2Zff>H{|-tZ&4pW})!9U8TScG7)ohh5rBvK&BGCxU~rMO?GXY3@u_V zBSRC$-np+l#JAKGuwW(|8~Lr!t*)+IKw3k!x3@&`*N_v>yx8gRtb`Gkc~ZJPO)DP| z^y*EzH1BG1R2aQYv(?hl!T>Zi^V4eJj@x(A-SW~J^I%;NFhd5Z43WnROn7RoN$1*V z>D$pBkM8~mGekm%NI=jkc9i|j{Mki}7p=`T#h3g=nCqiwprx2aZmUw_xQ%~{atOed!g<5Lolq{6d1oB1N%1~Fq9q+|jJ z-b}cbVsHa41Bav~F$`$glPsbm+}zZplTg@wPOs8-;{I&l|1<4Bw-VA9^qM4mNR9xB zB0||}1Z6pXH*=g6ZCuTh6zkIKv&PhI{FJ@H%a6Ex{gSCwgU!2+k&_E}$!t+eIeDfDRH;II$D8 z#~AfUKEfRTf;n|M-GN;P+K{!m$5jRjitRy7+B~>&SS%)qK>;W^A!&kKgpLikMV|h) zQNt0d1m0OretkIi0<)`tj4MLO$gxwSDhKErfdWN5Gge ziijF_{d}M;+8vgzWyg;;<)x)SBQEbcefsnquRU`rbr_*dkspc^wc)hgfJwZ=&F$48 zIfuvk(g`6mm61b)g0e%xA=j~+^kF8XJ)&jz{`T?E_T)V?G&()Z!k>m9gle8Y)0MI| zAnm+>B}G$2xiU_qRf`0&3g2Ca4jqELol`Zh+*^E_aHoMRT9$yOgrYX{WW>aoKw}=W z6Ye`l*Y#mSfFuoA6RHU@NV%v-N`Mqv-$2@tg3kNS-a}xPs4{7{F{h9`XbKlsR*su+ zcDnE5)vN<&nch#(EX9P@G@% zX>BPZ3(1z)NWnPuN?ylG`wr2UlpZ7OM8tEZeJ4Reh7hn!ickk-V1y}Ck^M0WN8#-D zdq~|-!wQ}iiu9Az;gtI%s35zG&=Jc}O8|)hK(#DM(7Q1oM#f17oE`i}hLJl`r7R;6 z%2MNajMYNj?lodEQ7RrBs`zZoVlyQGm$~m_P$A5qF2~1bQgW5^Wl zA0fA#FD9RtD1(j6aiBF#lulp;kiRB?;uA_TYv6C|p16R_7R-u_(rV!4TAeUz98^&` z2*7s0mlrgVE`f4qwn5ho?`{X=fBJN@)-Py1K~Od7BX*Ht#^+ z>5zR%_(6Rf#=DCije4L?57-NM+H^YM~QBagnwk7F!Y&qeb4y=1MxdFwz3*J`C}>ORx!2 zHVV=isY{sLS=cGG38Ba$cagnExYY?pb@kj*cbu2;g?o<(7jUFBDuikb0tpEuQ>ibD zF_>U|1HtpUN@lTp3H?imp4V02xg>JC!%yA6@14Rg4o)2ziqE7L6W;rD=DurVQwUBd zmO>B6PB=U~;ZQT%Vg1Pc7aLe-B+3pS%Yp9}?XWMDseMw7_kY{)wpoKRAl1Pz^XDC7 zLp%Hh4$A519dj|3MUWs#_arDGa@x#N)SaayTB`6nA3rBIVt%9jH_YIFs< zJ7IcPAX!Onw^G;v?>kh{qLL1$_&}upiiwfM-bhL1~K#6e7SH zDO-I5$X=zrfgb zpc2NUCS(sE8so3-uxD~icihu{v}%=Vzz;pYexkki+|T$5*DYOdOqu_jr#ql9W0%)9 zqzSS|pU}Q`Iq`DR-*hiW3nCs*N0;Lk=U}eRV-bnj5sZ57XYFg9hJ(EV_oPU=Wemiq z=l!?mG6M~EI@`v{>?|B%Yn|TNQG~=k=C0Z$fUwQaKv{GTLTyWmb3^3A`k zi2l-bxl2+alhn6@&|U~ZCfThG|J zkx_f}TFVgH@UnPAJJZE=tNT8E7e}t;lNGyLI6|w7T+hdA&Yk_-&)S)dCSzJy2A-mx z++(%m(hj$A5v7HNBZTkOarZYxO@|n0LP)J=Affl~S3531dg|lJiGJ_7pZmzkBG1py zr$C(!1xDS*EUttXMj2YK49sky;4`v%##U5~MNC5HCEm#xkno#3Q7k6^i?WR*WFVGHgOSkjCu3qLHc zE6p*wDD%zFSLbZ>7eyB}tQ~pfVoh9{q^M!G;kbwKUW4=Mj$wy;SLr_4ng#2U7go=k zUhjcJ<oJDj@<3Hxf{1g=0`t4&RzqMbXlg@%aA{n^*)qC`eD=QI{ z>Jf6MFApA^VMVJ|6^*YXE87Qc`C|0onrj1NGL`+#4B$O%p}BQT4)|6 ze9v{S*8gMgnBVexGx`)Y$OG!M^25Df=qB<&XQ?N8S#A?aE`#|iuPrq zuO2J&E3d$)my?_#q`E$U{0$%?4g*>AZzKGX-AzWmu|_p<^sg_RlQl|$Op@rY*%2*! zrxXWJLcSUOHI_UY()v&AqCN}i=2709l5lcLC07C)8Dch?91+%oUpOKMUZhu?jThW; zY8`{z1el3!SE=rYF+{kL+1rD%JnU|YVVR2C)xeYp&1#{LAu=ijC^H~epVGKe;eF^- z_Ue5Qssm5tbY8D6%r1kNd?&7jOxY+@oI+j%tm?Vm$9l{m$1Smyjtg2&F`-um;)K%B zdRU1)DhOSr>Y_i>6Y1S~c}|xf`^N`5lxsk$XSeCgdK~&M>%#Ob!#|z=c3I)tTEfd$ zTPg9(RPg|NA23YMCt$Hg%U@wk)+60cFRDQCS7&raD#6_8PxQ22J2)HTUnpoaR$Pon^QxHcYdy8c9V3)01 zbYYDj1`bOGLK$F}Ai*4z%t;k0D%eaC5v)mA%=3WOzoAkpy^*_3A#Wy@NHtcJ z;S>mDgNh)`J3cb+px}Nwpsc;mYZoXKcGdF=hC#`m*D+5vw{T&d_rfd+rNedzAh`?d z69sC#ULdigpL&PHq^x6B!D0d*|EBx3kr@DJ=5TB0Pyc#}X+*&~D{;vW?2vu zLB1j%j>_HN?~wHF!w~q+fC`qwPKdF&#r_py%bM4ONmMgH5Gpc)+Y2!9NR|*14(EF1 z;dzQV&qw-C3kCOR$EVpvr6HS&;(9OZ$>cu1@9K`F*DbWuQI3%;a^l_+`<208F?4Hj zH_7QiWh9q6hC7aDu#BO==U9LL9|g4huVUyq_kRTO`wyUe9&u_4dr`a|>AV#bL?RFU z&4HBJ9%pYxwNsRf`^Vnl|NS>HMDOJ_b2SvdvJSWeaD~_3aqZ+NVN8>O-deSDW%HG_S%Z~75zRc^*+i9VYYtOd(g!PYz#S8hU z6KF@>Hwj!xbMs(|q_Em4lJY_a=Jx_)(t`&nr9=-3M#B`SZA(+sLp%RhgjgtDghDLt zV<_aTC0#@LhkN)p5mr8n$`{)yD~Sx&Til>tqdR?)6!qc2?w{P1%YMV0 zNdQeNO-U{Fv*IExdh`%h3t>gb8+Z)E{F7^hk5SS<8B%yCmqVyW_2}hPzh(2=@kFCa zDz2v2QSBQq6=L()62+9cQ?Zc<-csh9ckOmfv1$#9nq5f_g{ZlyV(`fQRm4sL{uoL= zMjemtOT4rD$+n>QE|bfJEXr0S{}&;w+;suTcOoB}`ASL@!@i0}M$x@3eOP~vru~aU z%x^9vJCf)!=(VVlG@uER{wZTRi_&BX`=UUF_Mg#R|D=r3L2TOpzgC&Z-P!T7sSnFU z?aRD-MJtg8Psw8mg~&+h`)Sk)O8k_9)k00_p-&PW{+(cy)C2BqDpG11D9j?l=ITzs zpwKvFOZt;{OgXuX{_W0Wc%lA%IRMce^)pP?6ake2)EG<;y=P~lsx&}47*|T=3Ra3- zo3#H}as$dCDOtQ_h)L@Z!YmZ^NR|#%b=s!r`7LG8ddg50%w5( zqP-Eytu8KXkc^}uH2UN@G^tQfwm#=@dXY zQ$5cTrTyOEZ&5M1Qje1zKG8b-BO-^2BZ&fCEM`M+%q@FHwL^qgh}S7jN2zCQJeAKBRA*2M?TK8h64|kCnz8|4K}Pl7FPWAxBgY2v49Xc z6{QM0rxrScg-ENWTzU<%XkTLz8($DAte_llfj6l2>wOD@OSy;FE%oM;YK?IQs&1G2@WXuVaQzQ6tkGTM^Z5^ zg6Gp6ODSRUsWp+&NnYtQIg^x>+9Qq#3lIVs?;!t~s*L*${IflD(g77zKS)(1j$lI= z+>`alN`lq(l396F1;I>s zz-(?@bx|c5PbLUDGK?s{$UXUg90Go-!vD0qyFV!&_-x+Y|3bh$3i6LYz&#>@5t{E$6X&38&Z;b{~7Stm=f?yWa`_uZ#SehH*7BDw_034fwj+ACh*O?72=DFQ_#5O2xCg<=!{np{)&5COati2E|iLf?G%e@#etQMeZv_GL(HA9BE(4K7e9VB!TeVcJ(BIh&IRCPiQ?g zLOKsgw2R*433pK~7pdp1Qlm&!S_Eu*R zkpsr9Y2SM%Qf~fy|N+SC)xu#RHy%j(`@L>D_Z14|!rAJGBLg_hF_TND}0M&_pDDhQM zC1)xji~mk0`-{AZr?=hfA{AA~bHbJWok-~?)2NkYfSjwIPr!IYWgb&9G`@8uuMg{G zYn%S-qh$Y+>Y4sD+1nu~M?S7FGz&Rx%=y<21AqBrN9k8t>5JlbxTOzxQZc3uE$y`e z&HOu5e3@_VDa-1LPW)Aw*K=yf{3Ob;9G=#<3Cen{m-88d`ZT}ypA?aCQ=b;4X)Iyt zd8e7ea`H;+{xJ|$e3}%LMN0kNM*#*RhT5YbPhNmLa<(HSH>o6T01Kp(uz$0)Z=vXe z9SwRpk!C9hZN1Fs6DVFTduEzC1jZ+fGKdZKa7{mAyQUD&u76h-iJTgyrtLOrtVBto z*r}m1(1_|i6pkC8{K(nRPPKby-jDx6I>ZVzk=Wrx!ud(HD4NW9w>6hj!r8 z{p|Z>v$u*Ga3k@OYP!GY5Bz>BF5II~|HYyP5W?H|C3^ZM_7qe1jta)8pD&|k${w^k z6Dz*ZUn8A1lx9&_hi9!UT%}_g(2$7ARBeZAz21{C3^syj=iMFEHM&fEGXbb*pujUQ%5EJ7(n zkoX_kO2Z@(e3)>eU7q`?ua`swUxGU>c8axc^Lw8PMVb@k z$IPn&It(>|2H${uj>YQ#DI$it&tHrg!LEl74jLR|xkQ*VA8B*k7HeM!GPsDvWjj}C z?nmnsfWgAh^qxrTKW>Ki@*4}c)Xbe8y5r=8s_2tmz!mgyQVkb}Ik8PUpq)4&y;^b<2}G)pXc z^SXLO-Xz1n(@cp#gBfp~huZvSmdu+Lh`B}OqIf*zk3gLGEE*(z$IH0j_7Ivy_gH(~ z9Vfj4uj_9=8MryQcBLswQ37c}q%+@3R*^^t4}S9jcWkRRzV+VsO|BiM8p)5m&_ z+kwJTc5s$+>WDklweJUJ>z-K=v1H+o!}~u#$raciFCMwVQ4G6ygvDsk1YPU$bs2Py z%iIl=%DThzlh$#0>vLG&-`Rmb45w>E6s>zFif!J1E@~@DNaTS8SUAC5d>ZGNb&hpz z1umJbyTI-gJ9l_+pM*C42d}R#nm&SUv>BzS!lHE<(n&hO(Q3PhI#8K7B}V60^1K81!X5CL15xnsAa}9ybxSPSTB-Xzt2X?mZ9n3Pj(hq;OdxPN16&O$PXu`PB?Pp zAd6msR3_Cu&AX>=soVAawpiAY5mRj1rUmyg{Kr&Vn%j75diFrfIcbXf(W&zL(RI6M zq>#iAudmQ7nSYnP+s@lz=+DzfuoBu9(EqK$4zY3?3s;?R1cQCNu6qwHjA9%8xM~^$ zlywVjS`S9xTCm3H^eoy%s(W3D+jx!WpWgRKOt&&)(amTLf5vz4X_CTaKd6?F3q=`a zAcs>?0FDwO819&lBbQUIDpTtVb~C2+4b_tKP_NiSI)Ut%dUAoO_FRcX;GX1*)d+jh zh2#hTmZ+TlL4J{qHN{Zl?XP6Tu4jdsxvS(MAv2ULvF*>F$flm#Kpa;@8CisoSvv?(#%xRku%LoWYg&i24(a4Q|tizpncUgX&j z#SY#JMw^V`P|Nn{OEjnjRHmy%eOQgny4Lowb~?q@H#dQ)q0DD$N(w9IaOu&6^|M7 z_g97nE_1$nquI=c`*yme?B`Jl^uc&MMMD%!AU!;+2d)t3Ff-ged)8XLVpc)cmh8FM zpVnhIw{U4}V@!8@q;wj#^1eg*YxL}|>;-XWF)Jm-`lljPZH8j)v1LKJ7kKZB&41JV zVR$&u^|<79srA*1Ob?HJR~HLUl6Xkeic8nFWY3DV!`2uyPKT|2XifWSC~Y^K4lFZG zK2`&}fL7Ahn*Sh8nG#!4UYCp?vBzn0lh=6~(FSJ)(Wav-%jYCvewNt+D^K>IGnw4Sy|EKWqjY$1f_J@^1Ag3&mCK@!cji!nNowlR3%O`b+DLKRUW zItBwkKV(3z0*1-RT%!e7@qr*{o}HdLE-R**nmN?I5>%6;XcF~}!O6vW4xL))99X{k zu!#Yb;1a(5Tgh&ousPPk$H7dY=h=c1jleA znqpcu7t=rp9xdx1nn}b42D2+*x48XZByAOZ%p2wF`!-wudTnQEu0Af)Df{tWeAu<4 z?)ovWEp|B{v=kjYA|@SQx__72KX9pwogS3-mOkw8&8e49gYIKNV^iI&!LR!Ij-n6S z#U@|v8xxy6;W)MzOkDiKH94~)JwB|^ndP?0cz)kCdPl>e7HzuRckiJn_pF_hZS9lJ zbc|YalC@>yNH4Q<#a}lqjX2;^T3j+}=+FCgSo`pX62%otVI6L==Rm z+`!K4^p72*KC|)P(%7Wq-S{cKrEId^n%eiu03%jZQJFCQwZK7NHgtdzT(2Fu64sd- zE5jHt%T>h{m+D<|n7Pb8R$vo#=^7Yj!jL+w6IB$E4}}(<2V1YWv?k6aYS6oz59Ljm zxoYZ#;kHYMS)|W`IT$!|*Qv>-YZTkfiwxgQR(C$W7AvgyQr~ey;EOA-_6bA~Uv*gW z88{k;eizBNlPt0a^C9g_Os!;o2Pen(zx;W?YZ$whlLeev!d3{AGVpV=~~O> zAvZ>2s6C=QQR*6!YPkT3$V-PAn%*8o*4Ki`7D7zw-5axXriJ37(>!-x1$ZD_H}mj@ zIDxR-)7N5jk@FdR^5^~EmIe5xJUoBLu9&s+@(7Eam-{Z99NIr-WmFPxX8ddy)m(O4;3%37WK zvvjPtj!be)t~s3adH)6B8Px*OW2Sv1VHSfD?2Xx>Kfn%!SEXMF2a!Hh=GdRH$F zFzxJ2TH27{G&8Emz8+W7TL%jJIvPM~-y>#zl?K~@nXuGv_JcPucP^`k5a{klM_8t& z5sP$>964e-9ztnitNo0lEEl-u6YvLCcp+=7@wy8MpGJK%xpD5>-~GjI;_=N_&(Ah> ziO4=bdq(oQk*sS&`ln-)UM+-N53~zjTew^trYg%4S?~8Mo@LtqSaj|u=HTwu; z-;=dcOk2|c;S)P7kr`iH$79~KL_IZj*D|}n!#W9m9PHZr)c#l%e*&P#r$!Y zq`Pmt{y`PUAFm|l_~g&k-JtvB#38JqVWaw*g_rLzYM33hcA}1TG3}1cspn^(F&^{g zzy*zxqLgNw-ybV>7^T12GA#<*F>JEw3@4ah@f`KX1UoF9unE*PkjI=`P_R(5$sRYw zEa?4NM}rpX3n%C-JznU1zW=IB)*4tN*4FNB*tHwq8n}bYs~Z|r^5xmHn2*^J8^^@z z?AHnE7gb~(D-c$Vj{(`>u6&>TS!)YM4GkQ$X5!kJ%PyT?yFjidmA^mYW*7)y>Z#pa&yx!PcNYf?2_>{^q#=6#T4O}`b;hM&3 zXlA0QqEb0f&jRZ-`S?^9*67jUQ?ZTuvSvV9UpzAF zu)EveLC$R#cHYO0wI<#{uXv!|vGYNNUgNOAUKyR<_mL(bwZW`8)#w{bP3xHXecd{z z(IlRnJVVE2(7TP2iARI>>Sx^^vH)$>459I&wO_kd3AJOOY#auhk?64cKS;dnwe24o zgSgmO?=#Q~n-`NJ*nR{V;v?A$=H(JY?cm#vDpl|z2;!n z_T0Jaq*qH=QMX5Bro+yqqb!_6H{V?Sg>UoPk#OPggfU02e?R+TacO4Xk$ndbzOG*^ zT0CJ``nCEm3Q6w+6AYg^BW&^t7@D!kp9gKOUi8+o4eO2v`}&Zq z7KR%<_AQ$nH9pp1y}$mPe=8?+c$i zBUZ=7_UeBsuN%J#-EH{g&qe1x<#}y>Zco{n2>HKNMrS~Qq7(niZESo%ZXeR5;WnWGlidh7G zwT1A`s4#nagqh1A-okz=8mMPrz)H}y=U?BlPyfyE*6;H4KaDy9C*;Ib7$cm$hw?pg zH=LAv#_7yh85I*Y8K&U9FG{|IhIGoMduKy~>&$qqZ{Qw1MUHyVc2PEXD#SOPO*z06UYV|7^JOC!t)O9Z|}+tYmXnb|N; z3R##g%B|tZ;y(4Yaq+O!2am_lZS>CtHMjLAFzI(4GQXKeEnMeE_}9o)&7Pf z$c@^(F5&7X?D{==GjbQg%*chFH?_;GU*zPm52UusCR=DHU{P{wlZ#csF3iy=^m4$G zZfNr>frWUr#9DO$!s62Y{Nb4kCYw*dUR|$;Es2$92M=1~u`i#y3+4_U!g~bmXe`!7 zT9<-_(1q*tiZ?)zq;KgnZf(57#I@KkKCrD>76nLv zzsmK9g$^*q!-p>oOtoZ%8{Ak}olLhIj*UxN$Qgpt!u%9|hls=7GjzgmvN0iWlm?B1 zGnx+AM7Zk)_bkj(xJ6O*l}lYTM!B_)+3!s_&K-_vTJF0&w*w9s5rTs0gATj7eG zk4s5HgAQR>(6i=y4;{iAeA?Nc9isbS>Y!S%gNIrS_4UR1UO#ggj0@>^F}OaSGnDp# z(dqp7V%33|&4beWUN_Z^$=|pwYEUNVM!PBbOwR0f(Fo%eyxe*%mL7bC4s*k`f5p_O zTsKIkS>SBYglXpt#f>iYebDmif_158=h`7I8P{Mb#1L4rwK>Fe=<|-t#V$uWWfwmi z)IVr54C6|4$pYuqoGTqGR!lwr{*zGTRHUN4`8bH(!99GaX=&mLuW=v~IoOk1B)}<{ zJrH&Q9MI8E=@mI4`S6Ka$AI2rO;1LS_OGK?v0p_rGpna0-el5ve5B`YzfMW{pZ!%; zh7sv-pI<%9iyrSDQ$#VDarE}1znlll;K`g1b}&0*R=qDz|2FNwYNetD%WY9c@lX*zuTe@`K`!nKV$>o5#0#N?GueHWO@ z&p~s_+QIzFbJCoNRSW8e8=tE6}4`bxpQo-E0yq>ky@H9gFaPq|QtiGJ_% z^jzs$7RtW0e|Js=>l3j*KF>?f&<;OetF=qJqF@%ovP)Il3@r${_I>l~^o4BIa-EG=y;Vo~_=AhqA~{*5L8 z&x}`jQ!GtQwKPis*(I%2&!qllgMmu!lhOU==V;DeRV9vk+A~1PDSm3S`cQ{~ZaTGm zZX&f;A=U@lm#>a|`juze3@BWO4`B+&sYeL)df}&}%zt5T0;xz$&EknuI}Oc@hRGPZ z&}aGvw`zaAMQ@5eBfT`Qi0<)`&k^}a_kgourqeAJWi7W*H`ZRh*Uk3I zd~X{=|2@LB6&VXk z25GgrNKJ*Q#9R?@&B^cD66F6_5yREv)nY10pSf{&mkefw1AjS|p6@(6*tg`a9lcUR zsBE_XvS29S_ZJ4$2!sl$SX7B7I1{a^ClWUVb%w2(oA&#e(OX4K_sBnobP5+k_tODP zZ!2QwqE;DVQ1DJi-jmhCKhX38ja+eBQLQa9%p{F#z*zZUul(o_WW}rIc$1G{*FZ;L z3JgRD4qHya2~v4*!7YPUlfv=FDB7^X^yit(c+I@ z?}MZs<93>(V}UPdA@d?a=VMwc)C*FX9u&xi?F6Ux0MIuyv1S{=Z+(^80bFXYeluzSMpP766+90v$Uzf61W# zsZ=BkBGC&o4ZYRw5zqT}LE(KW!e{pA1+-yfdaucxqo_`}i#DwQt=aCA0p;<+j|zoI zc8X?NNNaC1zy!f+@TA#`rn{uv?yCU5_}PY%MQ_#T3L(-NBM$eLG)u`M1*`W zovp6!8^Ab-)aa~&`f5`(-CdF|T4EIf_rvI=$cARF03xP4XadZW6Qd6F5KAI$T+zKz)`1cqzD^f z>a@vB2tg>M{iMfh>Cba(E}O@SQ4{)2kE*2Pp0~jAOdZv@d1!)4+{48ha>lVQCH^%(V=y-YwCCUxw>g^yi8od>L#FXJcIDEr4%{pz73r=J{_qfAzJE#=aU*h?b~HuAu<+2)+|P_M#$r6sgW(2 zF4Pa*ql;STQ726fSEB+I;lU93!H~HDs<|!HyBlVqYb$`jcN4*}O5AVKQ`DZcp4zc` z8%w$_O1jALq1yMp48sd)J`J8?@XvNif|i)B2U$qqt|WqFI#ASRQ9Nk{Uri zV{{(|=OP3rjrcuQA?HkxwS=#)9YUxDk#DK#d?EH#3GeaE+vAa_5kf+tgqK2eId=y~? z=;UDm(X#Bsds3Ds8uc>6Y6O`P^?@eZ5g0~>Ed-NN7ic-y-`>UpxvF6Z^k*@Sg-})k+&@=$6bYzDt1!2dPF@;hdmmv9 z{n>EvV6y9U-1HmIfa>|mo^0E^v9fH{~u@caGp1MGCN z2)Wnc#Ss>?XU`snpbRoE1zzATCH3!~AE08|dTw)Zp`n<$<&5?8D^2t-rAkPAO2-Sl zavm)CO`&ROB^oUgQvkzOOYRxL>0ys{tw-SXw5S*fMZ1(s zhVk321RY^y-rjHl;yl$r@Hre3otE8jN0DdHhh`oX$D&TN; zjA7bnstp%W+b^HnH#f~h6Z_A6eMirI`|XqH2Z)Z^hYue{SL|J=J%-=*%MY;A=}hP< zmCA;WuJM!*Xx#RyaV4!Pba_sNTjn69BPEG2i6TOxNJ6($G{a1TSM9Z&`0doxU=h^) z6=h{?*c$+a8NM!dI&lMXsZ%53EeN8JEsKc;=@@@t3z_L`4)~clQaWsW7ISSNjm8SQGh+}37TFQ>PW__((n7}ry=~Pp9m}Zk>&s66@#Dyf&aI-$U$s%|aKxjv_WESj1aFG{lwXB5 z;dCRt#fuj+9yKjk`nvy9*tNto5k=9~4KA>aE0)zJ#Dxjn8KRTM5Dn1<5|&7Skhm&o zHCPI^8tlS$#fps@VWloi#2QE2SQU-G2$7XoVA?XeFofw0Fnn6tX+7t$Xf!c4O`4|d z!q$meTcWJtpv)OwOR;e7u z9x<}jU8iU(qolk*G~AAY-WZZ6=w-4VL^Ayv;Dy`2u2w6hQsf4-Ojo#d#L78lwh^U^ zGgur>_oGdwZpD3FOP(%L#?`W{xe6%;$p>gfJ;f;3)2L9rgUTePAS^~t05+wOc}&Pj@S2<-vIa(= z)DUPX-@y+B*BDC$oKF1bW;%)g-X18q|YnE_D4dYT_g#O^Q#=KYa`yCW=x?+0^-jMBHdYEu$|=d7EkG+fX*SV z_k^;`Tq8jY4*h`4#!xtOeX+bG@8huN!SxFbdP+y3)1#`zZC)fq2B(g+si;Fb%Sb3< zLUepzuTMyxLmzzZk_h+AENFGL{cndeOe1mp`^}E1D8ynhBq>IZk4tnIfQn`q=)0;O zVMuOzN@2xq$>DS&WF_+;3Wu^HDB~Dp{eggBHgo>xeeFEsHrNf7V3x}g9u=BNDp1iL zUxEAVz1Izc%!cIx+g%rN^AtrZ!-P%9cR!L3JZBkuX@~TSny&l(ew5U7B?Xh8=o;w& zP3-g@-7jfx-kZtG>N^Z`@Wf9VTu93#fb41r+k{Ku*86@m_qyH5JW|1rS0lcSqZ$u52FK3>0F!EYAz v7KOAC6ZPuQ(dGJ)mHYoZzEc0rA4;ah_DoLd+B)qSu;Fp;Y{!|$ZT->TH*5$H literal 0 HcmV?d00001 diff --git a/plots/lurkrs_13.png b/plots/lurkrs_13.png new file mode 100644 index 0000000000000000000000000000000000000000..b78dc48d8877afe22e0443ad7b20585053d0bddf GIT binary patch literal 72486 zcmeFa30#v`+BW_GDpgb}tzt#Nt+lNRomx?AAhgwSn~Jpy6)Dj=N);59QHU%-ty;?{ zxRojjcCpx6L`60Qf}*907*`fS0wP3ZCqf8Wp6|L(NWhN1UEa=o|M&a9{qb`$fjrB3 z&bjaFy6)>f**a(Tv_8EC_2M|L&y49)=5m~QILDclKV^=0P9@Ds;>-rs&6x7WdqHM( ze9dCzkkr7Jv`_vOP2iguTwrf9kaKW z>~Bjv0@nlvy36R4fBQH&|9y{-*4)HDEuzmacD~;B?|;pw*4EYO${KX`Tt-`jv~8pP z!=d`P;*t_grd;FV7~EtlX|i;=_lDLwKy^EiuM+8>kIuX^I_u8faXx7eemJ6+f3^B1 zKh{00d6!(9FCWZh>1(9=9M{^MHep?3t5@9=>25l-yyI|Q`fYM+e^FC^Y0G?R%N9x7 zmf+yv49+_A-di}ooL}Txy{K9_36DwGZ_kmV?Wyev^7e!YAvqK7o@mfsZU~7~1zGET zX*kQ$0~Fz(1?8oN%sSfcP>aLOmumB*+V9;%mn~^-IOdt)dViPeR>=ii!AW=B4R_u4 zhPLevn&S?^d!xnA(Txm#87K1Jv-kRItL80f7S;QNRr{pX(&Z(du7915iot7$)!rSY zj4S`i&Of7ipKnS^%J%KsF;G7HCkJlVxU}GWw+lmW%hdulY!|EU|T&|HHrfKcp8{aV>0O6uR3)mf@~)>B4!V2OX0`8^srSd-!L+@1e7PvkEgYuzhcw`Z>qob0h4VzRVSD#zWWK zangURA2I!P9E;zX8WfQlqzaU%8q~236(?vCglwD;WYKZSI@#KlD_1HG1lHHrdk5ZL zGodVKQNkX+n~y9uQ&kph-M8=TIM+~JOQHXY70q$}h!~eAH^hmAF2>vV-?w zz`%wK<>kywml-iJF@++D?*8?7weap(dGlDQA~WP*6^v30@Li%b{m6 zZ4hC23%2rXL$BJdDprKmE3(dx&Nw@9yIfx<*WZ@wZcEzZB^Pzu9fbN6e@#l9_ClQY zvuT12{8R2Bcb<_}`({-mF4)Flo~@M5y@+|8C(SR($fqSkqod7GVpSiS6@58QDAQ$8 zyr5r+XHSraC{x2~Qk(bFvJR=75LW5VKXe!B?z<}{E%*1AmgZ%a`eqjRX68)J$ce}- zifGz^5&Q@zlbl)X-|~U~dFizYq1PwqYGwK{(YlBDw4ZZjcMTTM4QcxksrlvolavTu znSyxShFtfxQ~PkPtyHEf^$6PJ!G%4XCV3c~r3eng99pyQ1xHO`48+$S|2IM3$(3kU0DL zxy25uRSqhe&4TQAaclnCpZvA=ez^9mUT_ zpQ3pqqIiV7ZJWGpw6uBj_1Da@{hZl}-8CoOgYyeR-qt^#LI>7S;N{yQ`7brgSFFgo zU6OfwTFAL+8F-e0Msb`we;-LA4s3ub3|{Mrl~)T_#oMv=c>&SYPV0W z4^mE$C=uDE6_e`f>%$a*VG3*A739&3aEZx)bhUCV_j*by^3b1m-E}#**u}Y5b-S{%N3{Y zzYv>yJ5a8p-*b%>4*Cj(EKYJdHTX0|%Zf>hU*Km7mE(lUqYdpxr%jvYCRefHr&&?j zP=C4sF-*UhYiqRT8fC^YNe|`a`OS@-7GAA3% z6MMa)q5^?ir7ySEmn%Zc6rs(dB+V3?^+>C)u55p}^k{p-w5lKYg$PeHZ2VUDkm1p{ zSLcn5pMBsIE}3q@alT`;LsLJ8zx2+@4Xe#<_J6fEt=`F6TBFu0t1s=X%#D?Yv zPX)wPy5 zd1p*~`+9uH#rWNG(~zb&9MNx4{}YpFlxx%0Y)yttBdB`GUHlV(5X}@s_S{MbzKsG( zd01Ry&$vcQNu#AUCgjejusbZf&wHur8)5r5ajhrgF;_y}*InDy+S(eXNtI}5fu#SK z+&avmc^ED9p95&I1j<}g+M-C^K$T`+qIzF&JzefE|4{=9h1LfG4@&T0Uf}%v{6c^& zF3>6Pbae!$;&jDvE=^nAOXYIO9gN=^k!nq1)1bs*TWxF0%gZSTq}3*rJxFMCsH8PX z57UMonvRl92J-EEU&ZAE8icWJ2%3d=rnb(AdpN_Pb)iFnr^Sl2ip>-+9IJzTo&B0JmJ9PzM27mj+AICMCI#=IXYJgj#{-+AOw(X(0x0~WozEi^y+;ST?B#krS#M(;7*e0wFJVl zkTnN4B4I6+;L+y2&u^TQ{y_32<(_PhknjMGHeG@aku&u=-7!{rOJg23QML4{9|45hS9g!h-M>wb{TDglaz8iEV z40(N3rniNiogD$npZS52!KIbqiEW=JwqY86SReS{#`nOlg;i6>_09>Fs)BhO@abp( zgUlkrtG7dx`5AMb^r0}yG3j28X60ML?rkY+9xLCe78qFLURT5s+?~GNeLZVlM%6UYTYzq7V!WoIpFDEwpN?U#XTbKB^Qhv_X>-F^a zk{i=PpOxLGAQo2T5!RhUe)^68wB*W0`*U~(muoUEJLs-D0Ip}=q&s)1Tk2l<1OLWT zN895R%gd^lyS6S8exXoMpvS!R-k4|4x8?F@owVlsOi}A%(HDEUMuH^lsVbu$63&YZ ztzBeRzSKSV7Tr@*gObL?Yi<7c!i=iF=ysA9rAVGy$RGp1ujm1*bAI zF`mM9!frhB5qCH_t1vjTkXDQQAJ^a3Zdn%t{LhA7t={0&wxKX+TOk*oE7Uh(DoeAa zcWD`x0l~&9-kGUBm8f~WUPZH95J@1dI*ehggO)CzDXy-$jf7_%J1Kxj!Z5_zSSRgS zr@P%XIIelUicp2tw=_WJLYzjn*yr+o^<8)U-@U^Zq$RU$|iU2VV)hi^f zPB)NwqLT~SB;~`b#XnPs3L%!V^_fv^k*%9VZJRO{h#I?#vUOQNZ3k>0AY^I2j8qTw z4xc8t(~o#r-eOAj=K~PmV;|B4_GcGNt+&Y1keQ@gB-BTzDj* z&95BVzshP5U&S9~oB_uXe|1!k7l_7zPyH04>O4 zK(Kr8HavJsVcQu4GS8Sp^ZDkQAx=f~2m*>hybEf^TQ_PD)=C>N;0MHCl~sLIwyEP$ ze@PEOA)=M|vRBIK(;5n|w#AfoR!Ui_+4T8m>~BuAtfPcfsGXdF`*2kS(|FPZ3_bfy zY__z_K=qDfTs#8AxtX8gt==QrE6GIm6NLh2=Y!>0y?7{u_&2a?bW>u}#YF8z?JREq zsW?q0&2GX=uHe(<5-AJyH1pUG2@AC9)a{9Udthi`;O(NK@)L~4Bc7ipCQ>Q9jAV2~ z=_JMo_jfD-4aeg@XVtpeNwqp-4km3yShV9ucg!et?bl>p8=Yz6bOTSje4Nkal{fjJ z-N2lc#FQl$7CC4TYfF}=HVr=wB$6&C5`iOcjSfOo*VLsd8ye|KXeIUKYFgTlWIZ@y zPanS1FS3my958ajItr!{)jpC|pY)F8Uj2skx~KV>6v_B%7 zpwvIvvxx(AnV<@8%W=3Yy^FKb(7cH;dS%q?{pF(7l-p8IpU#W$3k;0b91w_iN-kX3 zH7Z?>d9PNfw*ql`AZ%BgF;-gwgssVH(70l3(tsLW>nmOBd%6diI~5Uz7FIqdD>q0Y zk}nS&7^2@pa6V}8G_H+=BN90(ME*WLTWrsOG`VLqkCwh_-AMQXsJWy}6)IQJxPaw1 zgLAHO4?6oyo4n!fgaun|v8$GLj0=+Y4fEB%?Rsn+evgl6fOw@izv`?`Lb3=lJRYem< zf+tme^=dzv%&;^TVTMqM(ptYevqE%#v)u~dRIIZQnrMk0Gb^U9M5X~U(w+e#O~vw+ zz9y?|E%E1Rp-`k{$@80UM(7QAw61Qsqh^mty$3pAH2;)Ry@H*U1hKaZJK%0{vH_@dl2xnA$e?}WNS809be+r#e=vchcEKLDh@NO%;gK$hYy zhxR%42a}0rFDEi8*gis5X;9u6S`}6hKq|X4w#=N1ZNCwpMOw(aaqaKvuTMEgnkhrS zOajmq_=l22008loz|EI9Pe~bgIi9pWx}>;Rj0oW3n0JXVN`>(3nKNemPMt2aJ~b&R zN3wlU?)Fvld?BGmNiLL?*&FAhsx-iw-w8;*MRQ={stvZq$P#ICC`>uhyFjzmVf4U- zmvih}j{(_Px5Yy1ig#`KK2;v3Atsb@DKDe9iY_#hZtw1-+hLkImOMJtm5n3oePV2v zNhERnYe~fn$H|+9$amzCsF*=_`%G+OH~lV`+J)8{LXRY-i66Whw~l54sdRZb$4V(q zAlEq6aiZY2~X7XA3Xkk(2YFs8N-AY7CS-%V&?z){o+jd;gt~;aOc6P~>{sWsnvL6Qnmt_|NeH_|~71`aYV=*)`DmV(I*8N2wu_iJ*ID_sb%b>l$U z}w> zTqPlzG&yNt&2Q>}fM4{`$yl^R6jhOsuiT)coPa4Eok=*7A4K=J`oWEt95sg!H~@>b z+1Ap6_~1zY=uDFRWs8D?V>A$unj2oYe>^gDO!T(OPhvD5LBu4gWLD0WpGy4j8;5*d z7yxseZ7uPNw!~)4lzf85`HO8Gy%>iCtrC_?qrRm_;^n;ko8|fm8UiPn4Z^Au#eS_M z;%TQbEejAV*0z?iOy9nJ(`rd?Rl6%89N!_7oxd1pUD_HCK{SJd2!z-py6`@qM2}Mj zUN>s+kReT4ue6mF5Q@g7%jr1HiGPX7r#Kv$S5VWkCA4TuakX094p>9Ahth@-u6ITR z*%R+ilhf2`esjp+!HvU%D0?oRP`VOJkO9}qiRMt{8Hkh0Afb-_Yq#i70LftAZ3=}y z-|A1qbszsGOPAlrwSVum_Wrd)M0oWWlDG9EpcOxISiM3FF8*^wd1-n;Lz8{Oj=f&3 zB;?~P0wGa^RtOlKKO}zTM3g_{TJa2~d{CI9S6U+w$==ciC|DM1*~5NNeZ0Qd%OU{k zEwNkbh#Y1RfH24x3NZmvXMd$L0g*`uT!LExC-cF?S2zY!PG@UobZBXAXepqeSvgTA zVY!9tf=qAa{@91#j>@dC%c?;9<1!Ekba`2|dCh{^`zJOvZV~R!3)2GY5~viPAxyfR zoW!VN2yokYeqA9#Im@GXQlU%CDQh&5#LR|@XmjrNA*Yp>CzF=nMA|O&f#};omD{l5 zNXGvgO0Jtv81d_|E+ub$odJ}D@g$iD5kPklS2iG&=M%tmRuIy5rwoe zN?bVBlqIgHO7Kwp(`nJ0dEa^7`%cmEMHDJ!lCMZjFDWWwD#e0yuPiEm5Td0*-*~<+ zATog@_CtC@OvZ(n3@UD*IQ7{xqh{}(d-=d*73C{7*o?EKfC7`qrJZ&pxp_kuDrSWu7rRCm+0_HYl`dr1m2# zDWONdD-N3-D^SxZh^ff$l7vCpwGvE07r)e;LFsFwLTzL+$~+=XvS_lnd8AV|jTH|% zewV;>KrsRg7~K6Cr43gj!vG(lt5VPz>3s|`AFZG;20y}3r3mo%w}z}h>4xt|P^@jE z>%EOgB3YaANbzPr;@PRCtMgbn8W_fbuR_t+b;*x#lP)} zeB5?AtLF5wgzSmiDa^7eqjr8K-5-jWKTGe@P_W1Pw*2AS>bM7l&sU^Z4bVRi7>ZCb zgr{QHTf&ELsUur)kK<_~-&VQEWHg8PtGLZsnKx!NiK-|NP+lc8RRJXYiv7Xe&8TAk z6%<9fi7z)YnTySA|S>C$NmIuP>l2n zd9xKRg7YlA(P|N&L2X2WN~Q(pUA@@5`YY?u7oBd9R0~N-dzR@}pev|-P{{;C2_;;l zA~a*)eq~E@;wr!`s?*;tDVd*Gn6e%P3=-PP%_#U+P)K3(l2{4~zH3&le7YY3DIv#Z zN*Tzl{z`H{2qI&k8KNZJ4b(jA0qOqYuR1PmV_ug_qXk21E>GGBrqkqcRGnbKgs=wH zNue|VUP__Dug4;qAl@~hViFZS@IWQKIfC9{b;*UzPU#5el%2lJ^CsSd!cA3oR@<9g zpJu@gzeC9E^ic~Gi7u0T)FYf`Hx*sP{V3%@T*N)1+Ehh^iHhRo}-n;gEo4b+@!d&)M*~jQ)0C& zf*go77b40jl_LDib_}M-iR7_E5b2=a;UGo|@Nv`-JR{-Bf>s$DA}T*nz(S%e^bW2g zk}Iv8oK=ZjVb}boaY!yLHVw%J7kyKt1ecb(n97=`J{%MD6-BaA&@2Q5)SM*bPGMp> zkps+(Y%GBo9+iQ?9=ZunoQ$h(>PW}Y_V=#npH@qXEhfOzur5do9y4{Dr1|uir@1_M z$E&rNiZK8w=ile^50g>G&wz%Unrxh!sQP#WhY>ZqeHC5~^{aWQPC33VcEbkfkZ$6u=-`DpXt#G9!8W zF4W>}KdriZ0+sj3UFY8Cb%u+YJb5xM?tLe>C3;Bz?1xBZFf1Ayqt|^OeG2LW3S~%g zOd%tLju|kqUInT56wRc|@AD&2`1pZtM{H02vWXBvmnB1(LRbw!RBok09OWj_ zOj2;8mechg@eT*xk88gq)Ba7LK=E`t-Iv-eMLe6x&&2H`sP0NJx%=jYZ96c@t5&NC z+9M5ff9RcZHm>+*-3uEOO{6>_q~SkkFL`Bz^)M&*)zOUbO)!I(si6&+IKQ%JbkmVh$g$Dgps6Mhp3Y-qL>lagBcD;eY0;lJdM;0B6)o%{9cBLlqh)cP9#l2auyVyo!>9`F0a2R1Lfcd9Sf zo+U~w%z5P>ALT9%l_wU~EF5?WvU^rTVNJ^`y+0~kHBYXpY1wBP^>ChGi+lSy_q)A% zei(LV)N1k#V%_k*Gr+K*3Hf|O12}0VB6Jqio=dypw0GeSYl5z38BX#jg^(2p`FMRG zkH(Qgei||pez(?<^j}d0{)Q}NMCEGnK?zjX?)KTvh$N*ANkT=yfQarM)3fi~B|{mz zJ$}pv#XqQeOz`cM-l&~P8cD%(YMJZQLUfxRBTL!HBPgYk#?BDL*Bm{)9q~jvUgi-d)4LbAKg`xZ; zfmxHtRbcQS=PQ)NUn|2X#UpP0nYo~ekRxfHq0M(^)Tcf%GkB3Y^6_uZ4C^~q`l$zd z4-4XRUFuhX{Y%tj+dv^zcvcsye;6-QC;E$>$tLOeCS99`$-Gu2_Sh_z3*KGUkSvx zb%ZS7>b#&-4<-RYMAU^m+8|>=2*?4&b*XYa1!4UEO1!?jm;yLlqN7V8+2Hl$XiBz> zNLmzCCkbOTp{&Vc%{cUI zIf{-~=w7CKIz|&TUIW{28L9|EcqrCFkT0j1MnEDo*^?w!4XSaWhrbzC(~0)w<*3UUW4>sXjqE;E*NYEp zWydm;&-b@E28S`hV9FW%JaV)f&;!5hk=J^kBH_exv%d9NF@Nk}|Lp^Gy|Vv3*#Ctm z=p9Z1n7p(!gzEnb25u%MJI^tiBz$sX{jqnv59>BsV3yXO?qE_s@W~^a_9J?~9=q+L zlDxhX$nCG9!U0P_e^TgY90EaTF-~=gXoQ9=d2@R?6}1)&0M=}6DKw!UpLfLe3CRS< z*blT`X*a6Imi<=vf8!hbH3U1cnqO-qK@6-y+6*=G0fii7wWZ~x?vWL%iu5SsSRCOF z3nEETC8Lagy@~)o$rD^T{YwO)D2%+_j=`j`5*tVn)t>kMXC8j*T?=Zkp$_lcR-T}L zgNagn2bsXQ-rwf{T)}D6=!Uc>Au-bNm$KLIrKziBmpxIQ!B$d&c;yynKXc+>he-laH ze7Q}KO0=nMwX*84I34bp z2s9vlZs_2Szi5$uF*5c#dL43;-ciRb4EBu}J#vAjy~a58_#~1^I=IBmM_wa$NLFTB z3@#0w@c-Ju{vW=zu21t%y-mTW5)$~7D2puh@lg;|K>?}He}X9N|7n$$bVLeor|VKm z$P%X}PCdcdnc1KSDy>gQ7|R7g56T5Eh)##>3tr&eK((!zFEQolRZs)S;fLB?!SE1rfz;BiHmXWO9t#w+)(L!LJNFW6_YqhvRcrk zMfT(3WWw4U*MG9UxXgbQh5mR}cq%scwYOPZV-8BF8jbL;_4qL117>B01TvT0Ssasx z9!(I$A1FI?<_M-VJ(?!aW@)}^z{m^OD6uNB;oy+ zO3|N^C8#V$Rfx#SwlO7nMqJ*E5o<3TQ3F- z%55TNG5Md!tVHsmnw-is;xxyo3NYdJKdzHzeZVzzP#e)I5-ddtAFwhMSmbZz6UICV zk@fE}`~Z{OMr&ug<;1qM$Vy`-rHpALsYDMPT9~(m_z1TCMvAg>QsK?2jGb ze-DN^!C=&HAM`(U%>L9TsQ9~vOpR1JudA(P-WvFC)-N1L1)9IZ&Oi-Z2m#@L=$)Xi z{;SC*TRJ!wDMBhHhzuuK9XV5wBKWmv{Cz^0|C2bz6Xd0U2O2#YhSF+DIirRCFjVqe z>A^dwMvzuQnJt@@eaXD~4XP0Ykx5owPquA}8hfZ7gH~k&bv8fPEck9|`%bhX#iN;n zpf4qjY80()Dbn@ko1gP{PO@xzIpLJ}-_-CpA1LX#YHhL;IOx#Z0R@61ZXxI~VpeG0XKk$*? zk|X|Gx!^ydE%94iHA&*Eku>`$z+HdG$TyDYj}Q;(Dhu!dAsU zpx-w6y$1oP?AD!LJ&UsR>u7fK0$2(~*E%@6F8&)wb7{-K99bPvJ zbM$A-tXHm7-6meZ4>FB(z%Ao7J#ic|IO?wnLcy2Z_NC1CMvYKm$3JY0Tkr^z)W4sS z5|s5VU2?kV%J>Ogo)-VoQ&5&*?q@z|`*Jd#k~7u_iS(I}Kmrt($+MCP`E|mC31r*( zG!KThK&;5v*VlY*8e)0GMP(b+4&2+nb-#7{cAZ8~rd@6ZtjavuV?HYv=Kk>;7euo9 z0#ONOeL`2_=H(I*XhtEAVI>Hl;U{%X zhrd3_BwG_UT6i<8CK=XQgfZ7%g8`K}Xb@*7^Upt8DiJLZ}LjE8K1Kn&&+hq2rdE35_D9uWs)gG zmYi2^c&?{@--Pky`{l5l7}wk7l&_JbgoC*@c$O$q-)V*3x|S?MF7#sA+Y z(BfZ|`+nCPMwp_ocR1M_tSoz3@;dUeQqMCv*?ascOgoM|Y1BTE{jPc^%6g5` zC}@Knl)MrQSWG%RxrZfaHk#FeVUn>NzVrD=aPq1$|I948T2yXOufO%inv&^@=+;{ zRRPI@nMoH;=$gVFDFQ_Iv&ilK#E%#QI2;*!6c7IiZ!&zr59xF4XIb(owB%8-fch@s z1|})xPp0lK%kHC>VzC7F?cPjE$AlzuLpg&rYmon5p;V7XSCUyab;;3|73F5sP>GH| zZ8vL11SkXsU9EK(+-QPaiN}o#SrBhZ68v7%%O7|f6L8?)?1U=a+h}euGbvm#V;nWq zQb3PE3XzVvY@c~lLXciG=8(rDsrJO<#>|3ep249nO-7#k04WTk5J#@U-{jOGD6P3E zwLN3iNQs%m6ERvv95u94152m1iyZPyk-A|jk`P52Y9BkTu8whdc+e8<7e5-DIVg7B z{hfHB-N`g$TBngF!0H|T8FRzKLM;nMQ%oAX_r%1|3ZsoL?uun4r(x=eb=rzy)8{NV zg1G<_*5mz6i0TKxwhq{(fG_jph4(%y)&UEJv;pJj# zq-e3rylU4HDznI_fkly~y@S1dCu$5v2I1q3zY_N%zw~LR!LS$2^wQQS3IP4SF$58CtXL?!$U`R&wM9?u$M@voYjw# zVa&y*WmLpt@C(Lf{UgB4`@Ps)a;DI}CPlQV16cuK!Gk;pXZc&Mci%!+QPw~C*Nj7_ zlol6wgmee`r|OI@@dT~8waB9xoM~}MPMX%-q|Q;6`56ZsSiiXa^ThHnor8Xu^(z?< zjx-NvTxS0A(DNR6DCk{Mc2-qi@Na$ra^iKK{PeV~*sWXZXu~6HoTH3eY63xO(Q+fm zJK8R1fRA~|Z2xY2``4!^F|%26<(O-JzE)h+F|mORNDB>*>-L(AR{&%`qc%qNW6~QP z+Sy}n`%!iWsQ!K4KeW{c503-cGE_2J;x={Ra5RWU1|`g)mqpCKwwQ)+0Z~Y+W5!sf zomOJxI8WeRl6@HN`a)|9>sP3!jg91W(_lv%o7G#T;bS_d z&p5iH4MSKNFXazTIt*l(?v+L^2P3|L@Tc3X>En+ejiUGC9xQWLk;2qOH-1&bJL3qVt_Kv$2h!4JJ`tS z?Y5gALF%0{z~iToGHy}L=&TJLQA$j4?F`vqY!{etZ6q5!LcWjBlF}<|eHYRC=2J1~ zE2UurgTgC-i_Z|_k6U6qRJtE~)fgN6Sk^B|Ht`LIkLk|XYUD?D4&)WnKsxps%6n*6Ho^CpaMwH)`&o`0b-$NJqmPv4IPbAI4$QIOc!@Us^h+9av zSxYZvo#|4>Si^4$d{(AO>~zC8-IStFOh=V2#!F30PPRpFEdQtId36z!SWMuypo#r) z6%GD~DeLl2o7Sv$RA&ZWPm_@q%f-KvfaIST=bv|)>Cq*gr1)T11AoB@{xv!ZWyWXc z)d70~hdA|SN|Gd+;6b8XJp^0dFbOU25s{~Pzo#$j0;H}9bO5c34_p_2{$sP=IgPY` z3VK3@lvNBtFW4V@=ZsadvGo7=NWxDtWqzJ5mSL{o>}KugzNvU$v`3+!hn`9rllp#P z4VD0VM?Bk<>G(HIFRhYI5!=@A379z6FO*e{qkv3x3Ho+cHq zJ|VHK*FiolhZJykKj8)A%+OjJrV&D&O;WKR=9xhNM4k|cy1XGX=`{KY>^LMC+M3diel*SY{3Y3R zgyBp=48}WSLS;$QlTbHzI}5BuAL*1>lajk%Q3-4jX*Zn=WeGg?I;nQ_Gdvo*&grgT z&$?8p^xs+2&_}B4C}l8NEns=^P&|q{3I7pTPYR#|J(wHIvw`nGTQHx z@Eyunztb<(dh3FLxh*e-TuWQ{kqXQ9GN8V?@ISR7Boz%Ir##_6K6T#wV9hD$0?(U8>>8zZ z@I79x-U$t%*{K=va)`rmvd!)9zM1u)8o3ir~DlsbnC*mVX(Mc+*z6<}IkQO#65e~my8XXlJ$PcdiQn8wfZu|f z8K6G|&YGM2(}rqGHdS*nU%`dZ_6*d!H&Ax}FOlL)w0lt_hZl<=WQ1+7BnuAf;uLgh z9#fO-d!U3;QO@0C*~cJE#w}y8i&B#T%Ml0>2u;*MvfaeK05nM~56eVY+^o~#e?267 z6h1|A#irL$JMs?4uVdrFGVOsA!w7eD%Ay%_Oqoscsp)`fQ?beWu<1=8#xrIzcd54p zaJ8(GE-czaKll$!7bgAtzu+9nE;`CFK=B^NOdMQ;+ugEW@t47ae}Q@~wZ|e60W!Z5 zlMhhi&FG0XGTB66816Peoh%dTQM-2na|;HRE-fiSkV(nR_uHJW+_|KrghSblN*xBO z^VoFM1rb@B#2r}&FT^KTnsQ;>UCMQ*P7v_2K4!c_u&Pj50I{p-CGbL8y;UWNkn5MnPBlMfMpeo-CvukpuCX~7QICD~ zEO+8p;m~KG!3#^UhO+&6XW7&{*z^<0$9)O`;CA^v{H3D#pFRslm}M0BvUb);!ow}E zz@iFN>L&HJ#{RSg))um*fG;PAJ3$5OAg&hKCRppR+z4yMVJ7y$55^pz4_lAy0}#|e zGsJ+Z4~i1Ou@_3D_+PWlx=`=KbmZ=+G;-|=%O~wwx-2K0&d>V0l>3cy1bZ-bt^pHM zHmm`X1N-=qjvxSzduycM!P2nF)>jIA7Zk}Y`@$>K##W8;-WD^ul}Rl%7NkiBwcb_6R9OknF^GS-lZSf%#u8xEpmk2SC|NakW{4-)45 z*nsFyjF`==(Zr9#@%Y1O%4wq+QfF|fgB+tOYn_TGj=cyh{3Lm)jV022iy54=4K^(l z~;wYWdKdiF2%pIrfDkq3`N|wI(hZ_Z|nTk12`6EeT?M7egRSkDH1G@~^x?&Pvln8rgYR zkvb)XYmZe7$MTO#N$g<9I_rle(rsADB(kweY`dHa<~0k^Y%`Fa3dOgyA02wcUdIDm zO!5k9p2oOCG0;#?6y9QSOxPRG`3g-|vm$!py7q+}1>tbTKWH{gqcZpjJn5lqC4>#! zZ2UZngHBi~NCG+fF#NB1Z;d8nj#1Cy9_C~RynOw}W;41hgWs%EAM3&m9f)z}VF9fF z7N^ya=Akl)Ks4bLSFJ5^(PDtTyEt? zW&(X)rVm19uCS`%Bve#9W zAPN^?Zty6~Gya(+v=?!Ui;c6}OM-~^H1-DOfR##Dk6%C(?tIdlO3PFoP4 z1IL0gW8_gH0TKtee1F`s9_Vl)fJ4hVf+&d4voT$x*>ry2h(+u;6NcbFp*b$pQ3QPh zAug)h0s^qAnk{B-w4!3K(;D)p0*3__%Hl)g5B9O}m`=xR$>~@!Oc!OH!CkcZMCL8H zg6}pET{|YlZUq@!jvhN1)8Wh!VL3?9`!BwhypWxSwUc#`l)C6hkEWV13gtTE<=asj zqGU%u*@EGFS&GbClh+tCm09BfO&A!>n&MQ!mxSc zs;$|fW@3a`J)(~h&#RCkksD=;FwlJ)(zkSa+`epaK_eOx0Jd&kzI+uT{1}^8D7-Q~ z=2gsZLp{ML62kt)@OryFVl~C$ZVN^btp6g*GK%1lY&ZimQW%k}Z>YT9=`}|aJDLzi z_!PN}{hgv0h53&DhAzs{|LBDQc=LRIO6qztp^1Er>Eu@sP-HU@(7A-vkCkIm%RWDc zP0?A7;QJZcV)Z4cL4h*Ij` zrile0oc80%9w&jo0Fr>TUrb0|SRQt0{I|}%IYQg4X5YoUw}(yZ_LhB$S%X?tnwEXG zKOp|FclUnh+?$<=HFL?98YzJIE90Vw;h(~ceUxdW%Z-@c0>2|HR@?v+IU^kh`EP`{MsXN%i8MO+|D?qe8ad^q z>p4`yEYDF>$6(2n0EEqT@J%<=_CmnQG zB$Jxz6M701StHxSsCdZ)U*aTPDvxi=4U~t@sr3aG%)ln|JHm;>gbVqAqftTl){J?C z3VnR74mOA#so=X*^J{gLpIS6^?`Z&V9F8d z<`@T<&EPq)PHRNf=sg7pjIh?xQyDVfh|Uk@o?Hfm`-F(P9u z!qQF4XvME*AEOmbi!d4kfQ4G>k3~psz27Pc5f2_fIl+w07s*}|#WWUFQ5j%LO{g_E z>Ahh4>E_31-hq8uQ0|HVGpE2y)YI}o@X;5$9}boEC&ZsM?d#pQRDxMA(M+ZEWN5lp zcCrgYu>RP{N{lq6htWjPz4(^-z2Mkc2^|NJvHC@4+WLjU1U_Xk1M8DxrOsGWT_l{b zh4nMvIQ!SL)$_i+#Yi@zH_TLWgsme%ba8KDKwj(@B3650)e^c_kpWqXneRFYJgrOl zcLV!qpFL>n4?;#KD-T*rNe;Kl23ECficBCH&`P3gmBSFsJr1WKf zj}X@OwzJp;`XFbTnLx!FS(+0=c@mk(PmGF8vnLP8$~ z`yK(FiX+%!k9OE!T}%z1+bf@z|a&~2!O58R7?-8iID5rUh=^oFf^%NcAIQ2dOD2 zJCFzsrCDS0gs_ANBA2}wOBeZ2W!Iq%mKj8FF=5oMh5%*T&*ats}uG(!uv9BPdsb}OOlutrR!4>$Usz~6?y z{*W0}II`1t!hjKAvSoN5KEL_`x)HF?jqoho6(?SQTM&<1j0&&X zWL4^K^i+hOU)}S@(mQ6uca0wDXO9bkd*WOCg}`*PjbG1$)g$utx3f=rHSd2g(fs=A z3l{iDcl;%DdayyD&y@N%Juf@W=c!P(Eq7I`}E_`uewc|WXS zXOi9#_rv${lw*VCP})ondoEn~^?lh^{;~zc+^2%BTDQj9h>c64|vY!;Y&9MSN4d=NY9CAa&p`!SLM--pll{oP;! z*#M3KM~1cp$C;Bry4JF)Uf<6jbGZN3xib?4v%1awzJJeq*t&^2Ot9@Y7fv0a*+w^r zh}lN&y^bPCw>iB~$$j~wLR=bEuyIMYe?QJ0-lLd1la7JQn@TMx0rR@JKn&$y&yc#p z;bel8UjO(E?#~Sd52!fQ!?L);mI8YTm%RFXLaKRf9dSR4>4PV4es9^-2Lr6gQ6jiv zyrQWmKWxlk@5jz!z7mU@pMRPkumgS<+Uu_8u@4(V@I7c_vRZw`U*MZnjpUmSlE}s> zV#<{JuOFO0hBJ&r&=*H*23T1>sF`6 zg08-kRx}sURKH4{zZ~xU=9=%izJ`P~+8#{#s?|cEDFB-N4r&gwQv6&}JI= zCSuw=x`1|D$M@W@ZJ=pqg5S9Jo=w|h95CQ*Q&Uez_2GpK(DWDzS?$tB)`mc29{9b7ueBaQ7x87K#t)@CD)6Hl4 zy4m$$Yid2!Mq6^Yp?eB$K~RT8!b56*_Tk(3Q>WN27!a_3$9RX(UZlR8%}@ z?)*fE1kk$EHNHsa0o)2=GboHy-JiX9->p}Mni)w} z7YFqwoR$b!Iu!^=`Y;%1$jncuc`>O!BrfV6MSrNX5;-d*B9ZCTDM*rKcv(47e{gf2yN0;+E_xgN4pN0lN?j`t0s>7ovI z&2S7F`yf8Y1gBE}tDbf}xEB+e#$bd{N~DGYrp<_FQ@sMi>quqe`c&Kv%oFSL@D2vH zenN+wi@T&dQDS7nbAszDCKOgQP)X%lR{$yY?$B{wJam~Hwa`J+-vrQY8Uqw=$zh1TeVvR} zC|-9IC4fDsYoSA7!#C3i^6*tzvf)jhiI9X@@u%Y$W*ot@68wo)9cNLx#+DmuCb;*; zqcv_S>hWfXd;Nj4!?&Gl(Do&Z%N1B$vd6`)&rd?Aw8_TTqrK1HXWb%v9ii!=J?-3x zs2|Y>voPg`Q*kUXdFUF})Ff~=&e;j6!<$5(!UXcJFP`u6ft(+{(?0!2IDw+im)S>e zs~I2uT5Ur>F>7+TK;;8!ljtlCJ{o}x4iadbuNYzt$4Y_Dj~GN|`YtyV9GUDnn&=(k z)yjEGX+5*`TC*lyxAx$e=*xFclot22n>_!mWi{h5QxPvzk2s0cEQEExhwpNC`u^mA zy#lAn^XJz$C|Ue7u0vLDykh;<(ruQXUGnSG^F#ZtRh3CCXrlCTu5D26r!qwlnOvxb z5`j8CtGyVij3itm#5}2B;tvEc$C>@%)wkYbUEh%J+9q3SXTSRbi> zY9J~k;pg9t>va;}b!#@$clvVj$=JiCKw;a`AStif)ZvBc7+^%$@N0-d^&XyYncpHw zqR|b;cR?gr_0ul~mR?UIusY&*dMy#TgbS;+vj0JgufStc7I~Stf7$^ zc%JO6QJ|CHbiFwWd!M%qIykn4!t1CFt&5#7HsTZ>fZA(v)uXYKp5|+d=1??_W^UH zQAzaZ>9jZZ>C|xng&%P?IZq$rI2)U%aXsW{>fXu77buxTPB9W41~4oge3rxYxVvin36*t`rh)g;Bt7hqqWdy}xwL`3=EnGy1dMxi5yq@p#OAtscX4KZ7 z@HD%$1pRdUXuMJHhyyJMs7a`;H=jOOcv-R&XW`0mz5!cDqbH}$VN2H_iG^2r;@I)U zsRbNWY5^yhrNElpU<|>KSZMGT4QE9zid&{~SG}=PYVh(Jd>E5ja>C#9^o0htn~GaS zD86!0oFA+dOm{@>nCe_4I~uA=tP*UhA7iy5ascxkUv5!U?D?DUTfjW5;+@0abzTr- zc_JyfO7F_bOeWuI2b3h&#Lt%sK!-aNa|Y&O-vu6WM&Q{`IL&h6B#H@&;mHdT(5&%} z!FWo|VDNjAr_g>n%3lmhQU@XVNJ!%o;@cB<<;?N4I9vVds=eEm+jT*9j}Mv%eH0i! zWL5J&9x%zIHN7Z<6%SG99*eJ6!KfcfK4wu3y4hHdocdA;ImOw96Dne*HI&Vv+#hOm>-SDC8``5h ziB%q{0X`jNk=Hazp`xpG7Lj|C0)k@Pa{pfon{Wenz^+uF%B=WjIpn^mk;6d5-$5K? zW?NL6LyBixnRyd=#jV2@5Dv_T?@~&? zbM$o7vGh0ZykTt~b!-QLYJ}f@?~H~EXKoZm5N{mfrcY0PmUDa4{Oe~sp(28#{d5ei zM-fL3%5FCZnhslt5NbWAS2&*4!DmMvY;_6Gr@E>YhvJamOtUDC>-m{yjh}O;nrYe} zK{Ebjh7>JHYb0>!G2Q4Jp>bQ;;^s&#yRPJoi0js}bs0K*XnIfoKVM z!ix17PyIp2hZRkE+JF%N8@Rbk6Z$YuJV)^Y&8Y-(9C|p8P5|l*zcy&D-R5h9=J=Ix zYf}a|uT9x}qrew>AeK>mAh1`bZ{Fk?gWQEyvj7S*6m^(U z3@1J`-hSw-N#miv8JHdUvM9_ke;QTQqsg%;MOoeTe^dy|*CFB;l_vJFu%6SAHHMFi z@A(O0sg+&!Wib8S$W0$3L4hw1B?#RDZc7&JnZAN3j4s#H&hT>cLbwNzeGt4TnIVkl z!7N=wNR>l=i8?mR*R6;P?{oLHWHJo?!p(O05E>s)jOZ0JdS*qho;|<+!W=M#fj+jv z(MduUH#e%~8NRBdVv}hb@*SnQ0t-Z z%&ZH>6ah#ym|kGVG5X)Ibg*uBZ}@a%Pq)wKMgjU^*)0s%M70u*qsoh!5o>mM$6!b3 z@!}@Sou9dxk8ECWy{Y@46|DEVYPb2&CO4a% zpthaF_G?CG0on{C`aWZ-M;g`>&?Cf01zS2AWP zE0O=Xy=>9BD+j(8y2Ueu=ZeQ+&tw0AYJP zHrAT+s1M@%@n8_ZRL-i=39IH66`h#RcnAkr!a|3osjYx%Q*5pGqw*u$@__5=zhpb_ z8H6iVw}sh%q1(&kumf%&b?o5D9^7=!`O0Q95@TTO{+3u3bw3y!qGaprG(yZ@9NTeC#5{K(ap^x2V%YJL-LZTNgHA@2uG4u=ojN!% z)}-6tm-tT4ZZ>>>4k1JekHp&;A9W&BM#k3A)f6pdQ=w|rHaNg1WN3$=Z87|f;oBI| zs!t?r+}Pn$l^}|a+VU0PNdDqGuiBM3J9|LmGu(Om!VX6()4vcS=>OU?zpt6~u}?tE z36w_NVyqQLDsul)3`OLr?1c={Ss5oPZ}MYxJK3@isRr3mWY@#~;K_o`WRIGtOV*DiqXZCG`#GSgYX4@3WuZ_kS@j` zI(Z>?EFFp+hm#In7+ny4%#5@9c`1u@+~7y{@t89Uv5727&K|qZ_P4Q_JGQ&q524nL z|Ma=FO$$dNO+xrkZB^NM@N7&`bkifx^JZD@{X@$orox`>+6&1NXDPKV%T z3Ml^tO-0-xjgL`sgwTZ@;f-xL@jn7`k*+Yk$ZOU8xtTSNNMT!bI#LxOnV~@RpF~~! zH>d-cL3jgvv+00fEfP!Y=CE!U>aT9_%Nbe?(P$-!1euJDIM*M$3jvWqpUqE5ZFWPn z#Wxw_E8wqyuzH<3x9ohqV|aeOW6gMgLKjO|_5YS&ws4U}@gOv$J!Ll^e8j*ppsbT+ z9V-#E1Q_Sv2iUN{!L^mdNE}=H+jC*Z&K<2_>f=!ezAw2 z(rs-@N~v5yB?yx{lyOT~x~>hfetK{5Ae&=?iRJ6D*MtTgiuTl?7@a(S#dC%lLl!C) ztm#X2fuS1P@B8E&lTx5#B?TH7?1vgg%{ZW&0D{xeBndUsg1n@(TL|R(3|LTjz(x1I zxR0k|^3E-GPFe1E^jH%0Fo1X)44EWQN)3St?=f`@aoK*sRVtj2xtwPeAoTOA%R@cV^zB%s+(}xJy!2y zlHV^HhHsFFJ{0)P4zf)rh$E0do=(esl&;ZHYcYeU5Oc42Kg%K!`=TjRpD(>d(FeYe zCND_PW+UNAg;aMriI~XMU&nLdxDaq26Xx=sfAv4X1sH;wH3Xcrh0<0nUe$C739@B<~*&@z~BO< z9>l5DcM*IhbBK@=&LW)=3Ckrr}O&T9O-`@-7kNMX%a0;Hpiik zMnRqYsroq?zKiXSw2VwQHBbw;9?{pJQ^*C)GL{OPu_r;~dO1+bunO4tjASn z>tpv>rVID;qTGKG{cv&(kP;eVSuxRIaHmRZXa5K;_%Zrl9=?Ka6JXdNE(*IEY{XY3 z16Rhzq3-Yr#AWp)`X&hKAup#I3Q=)zq_K8(J+o8t`*#Ls)Q7`Se<1t1sT9nZb-ith zU&)E}1%p(+IpH6D2PDWayB!R1y#7Q~GpZ ztXMLAER0=Mv>_W6N@+(113#xA=J-r>aZ$?g^s|>qCPhEZ6>EZqME*&2!vmxLOI_?(>xpRjK zbx=v*f^I}reo1vR$t%LdpgTcH3Cp(tuY6rH zY5-UjMLX<^fZrU2;wUDtP}E6N-44nW{ss5?3rsVW>L@EZH{n>s|3^U$_tYR6tftu8 zlFDB>GUsH-0~6Bcpl800r4sCUq{M0#jCx%C*j{={^XN_O*b#7oGF9xyF!%3>;K4P9 z&z`wx)`3MJ1j0`a#`MH^eg%S{b7WdoU+S5_L3YZ=D>%1=(;V2lcXM5m3o=|RcMauE zqY`@l3y;{kJy>QS008zaTaH@n@TjuoqT78fS9oZr%~3-4QtS&Lw^(8%TB8&lYA7%e z75^-ZByjxTANjb9S_O66knKxsUSc5F>0-|U)c_FqWy2TCRv5n|jZ zzFudn$xlkMvex2@umQXg0QrU|k;ojal#c5`+PdiMp_5kShf6R}?s@B{wtdaiC!%b# zkw~QhZXpW)RF6*br{b#Q^^`0E94Cd((caj>KIOLG8htIx6^Fi!l$1S~JrnhS7vt4j3eD&iIOqA;9x8gQFC<-jd(dRYGYi{kLh{9}OQz zrIWnnS!pUqtqHhsNGTz~69|Obid-_Qi50@ZkdA}`UoaO=(!=Rl2g?A;gR-505=99& zHyJLKOkc2$IyXEgFkoxD!T+Hr2-8ZlG6&Xm^d&CiNWhWEodM%v+gy|sVxRdv3IMJr zEyG*|>)H?=K~+ay)GLIePNexOJ#R1Vg(5^UmJ&Nd9UUFt-tYq?10s3@9}@^A%7$?k z4Y&Hg?v=T)HN`PWF`d2Fl+-QXgdNDUYMX%JLamf z)}v2II=b&vpQd$vjZ&cgBwI8LK(6olfm&-l+kUou zQSD8zN}O#4{ZmKhIv5vLZGesga8()xam~Ylo4#-bB8n%!vo3`M100{6^GA^wtH4Me z7~#mGjI*g9gSJsK6*O{ue*C1^DULs`U%wu`R??pB3^>Z*d?06FIY?slwGr|JEI+|A zwF*;(Ixn)~->3Z2y*1o9MfI^vR)ZX{09bwiPz{CKRIrl3$P5w#QM(n7G7zkk5?LYC z^}Tn^m6503VX4(#SZsgPn8;S3H{MQE6^74-$S;Ox(9#-%#7Wx*fq}sZo4!d&cAxaO z8`{}waAV63PdC!9^(d(Xq+$DEZ};0_f%-hPrh2msCxY*$R|q@?EaNuCG0w+hgkrmc}s zJ4anxe{Thc@np&(C}4oQ8}A{a0S3V9HxlJ4&z?1w827QSrNNLv#28r4Vvhyl>U?xi z!p!v5hXOfuWq1aORsYXl3o;~DetVD&!-ON3qyiW9BNe~%tRzp7P%{hsr^_VR=QLGG zxl2k_U*Gl-G$2PHDm%D{6DTAEvp5WU?vO={I!4F=3q1~12a#)rVY*2=q!#5J2iQ`bFEXR3>dIMJh*oBVT7p;Yn9MTo0#^ zV=4Sp%*w8)c$~MUZX~Q~fn>=U%z(s|@Z~pP&-Vg4Tuk_HS z;ON`P=pYXN7M>|vPOdO0A$@hqYW_WolC`}YV{uvu-2;hWcQem~_2hMMeh7Ux6=}s_SKyHP$L2VX0Z%A2VJhbIsflVrD>)AxX z|J5GGAGurTq-9n0EeS1MC{n-JlO01E6LJr5VBn?owFYt$yh*1^h0)t6NK_~X;CCq$ z0gXjUg@?qtqaK($8XMz&$kQ0A(fJgtA^xygRfX;rOiGHFgIlz!Y22nSwZ7tXqQ}>{ zC`G%oNw%oV+W%JJAxTb4{Q>GK(I;hLD9To%4r}5eg;9@kqAcINh+@cYi5$` zYK@KYvga4v@28#R(ESaU1Tt=*x3}FXz<|Tq&eIoINf2of%TL@sTyS7ePnt>TuEp#Ae7=1g(&8RtII)I@KBxX(CG^-Y1oJn zli0D;0rLBZ-MAVArxceVk|PW>6#0etq4A!ajt&54^tzSGKu1ApoD!$QMe|A!p$!cM zb^~G>cBA&vwL2sKXge$J%ROi*S?RVAHX`MgAsy`T^1i3d zryyQGYP41MJJ|js+z{C*U2vci4-7Y*nziix|pA~@sagN%O_JRZk87NrlcG;1kZQT zUU^&ySD^BhQAI!Prm+ioE8H~HbOvfTDoZ4JvktM*9Z;9JJLlO}+ppKa{l9L6YhAif zDG<6P19fHoQfn>EuUcCvGsqET#I$Sh92uhA$w9s<6BbA$f7-ORCY}TPlqT~5qu;^~ zX4oR|VP`R@IE^2QmecNa48tdoPgCb814sG z)$?@;;tXb^O((ZsA2&057OKf9D;c<&q8dvTQ2kZU;6n?apy2V_s5J|oOo`+*SAc}$;Jq(lrzMjG^@Cg7b&|JahF7&Ztc z7r_lMEu`^T!fTGPVhz1d`fpgD7PFF5_|^k6K@oy3wIb-V9}j+Pi9Qw~MVJPoc*wE< zCJ#g?eR{CIXjwV@2S<=ia`6=4=?ebm(71rXC7!@;C|(WT3?GPvv;kp#^uG8El5*aj zJ@D!xib{#ct?a8aPZLZwCFFG2;B+zdl#Q73^4`vQ#pQV-N%) zt7r(L)zs!?a8EtTZp#7SY|+!!ZWI;yOhUbeMe|~dW@-S;3OAe=ZhgEMJ219H$R0(g zvVD87nfp@g%Q&~}f45CMZQ0&cMB>Uq+r$+fA#2hNgU^OL$0dk6|6~d}IYxv2EucTw_9DBnO6fqla6g>{|94CQBB_vka=ycD&I5;u z{XZ}Ik-OE}y*cHjy^}ODZvFT{Nb^>)ebjEJhnIVHG&U2R$lqSHt9QnRUw`uY5;<|I zltgZPQJA3~6oH)HM4n~5Ap9x>e?gqf#?VQ;;=BXu+`2;vtCNK6`(ywQ;{NmzX1JeWHT|{+-2K{5l>#e}((b z0FpcAlpd<#FR)ytbVG$Jj_(C&fs2w=#ztQ%sjQB9UJ04K$#9@(ovkP!H&%j(uhyE! z7pY5B5BnaVR?rf=C8x(u&&%f%PgDJuzpL2%yQD?zFZH6-{zhuAEqcPnm!i8}}!=Y_xE`JOvNxXMH{}+BqjaV0;N*FYJNldc&j5e}&pa!QaEz zUsy+ORy8^XF+Wa_hj6?2!V$G;i{k|xZrj;Cl<*cDcFCqNdO9dfp2_ z*JslZGAOivYnrm83at<>CZ{M{=6}S`cVJ=qr~hh6$rKCHtyVkNDg7v<-L7QEHcsR^%3>q$VeODcmu~6YH=NY z-)nqNU8d$BJJQz&;&edp^9GTONKZ{q>C6wyFMSIURU~XLhol`@`G8p}qJOUK6?plo zlFm__7&L^zs8Jhs?qEDNsx*}hW*70uT9cQ=Ss}<0Ei$s4b>^2o5J(`H$8G9Er}Lxa zz@oJema)I0{`4y&D3Vl=o8sy5{I71u4ddKce6v(6RR+!a3T2*pN@~>1$_N_OlibNC zAD#T+gF#f&WHn1~!%ob<(L5_FKRqSOkC*Qb*nusc^zkFy0b-_OgJ1YR`T(h`*$};1 zRW4&B3LNDi%QL^Y`08yp()T>r=ZhT z#1_w|ujE@exj*OaeXi)@u7DHGhq|}EF)9FN%P2D0Kyf17+~am=c-p zK{V`^i&O>?OJM@X=9}{c-tEz_d@pnCCy#ngD(V~;l7lVG{_&)_rU)uxDT5VMfp5l9I?4F(-#|t?UQ5kuyb^%{4Hgc@4LtOyBm#%mn|oP z8GHl<(ceY_M4XjXe;fH-fRR8{2=8i>_?Vi7G*Y7wv(wkisy;y(w#5}?{AFJ|)oG5b zcuV7P?SPjZ#DoE$cainlvD`*k6zwb>hfEA6k$dPm%lLK0qDj{j9cBTDX zkNZ@|6n*veL(`kl9>6E(S{_!IHxduBvU^jnjw=$ z0s+#Cv1)+uYcGTuL@f4oEE(zu8XQi-(R4BX09&olv3GVt$Bruwa)qRAJ1}B0wnAxYh$haY?$k$xS>5E-%uE1JbcjM&;sNu zFS96eSFSTsYY>6JEpwYBoHdZf44e)CxpLD68~ND69M+1J;|z&Kb%Z{AF$!Jj-KB^TvjP&dfe_+fq8gb5MK zvET#M#;(1J)YhkAOaKpAsQ$4+P=V>OlpR9p4hGaO4Q6Z}#EW`kl|VR=SR0^NQ!@nV zDim#fg#1z39K<(>eik8p7&#u;m&xSpv2dyST0w*Y-XlnWdL(={`fSZvq(aN!BPEc1 zZ$wICw;KsiP|%a7yA;DC^79S*KXXy$IcNzeR70e)NQDncoC>Q-IHM>^K(#;YFCOFV z?COHCX7h=dq_FOQ(mqM3ffOYOM4;J&BZI(~ z13{TFXXbt~upGNdr_ooh@G?Z8tH{5_DeVtb)EI~;zO>ZL*GGR%dMz)9KODHe{-4*> zuN-|lsg782NGqa!5qFX>xe|S$)aHSKM*s;20m2Ke7%pm_<{}EgX2NspsSy`AcpJq= zBK$aQ4jUa50(?fPOT1sBcR2*aa69k|kO7XtZpjy8w`x2Ev8$_SbV)t#ODFRXD)af8 z1)0FqVU6++AcnZg+JqCo|o!~V>cHMI{WLv?k#adwK3RYW~BQDlYe%6KUIk1{+Bgr2%Ss6!U_j*yN3vsaDpHL?46zjrpkcpus`r5*C3^wmL-bZWEH}p# z?~3FaG^&hfqH@b!FpWLf7%3@ATSe!9zN2=X#;#OC&SYYL3}u*$IK*Q>Sxoa;mb?7~J5 zn+tnn^ZAOn6^DKsl9n|GI2Ul9#AKAm(httL0Lg?UzWFkeU? zgdu-Y=vw7Y77sZckO>7l0x~B%6$}rZwf?re&p*$1v`WgH@s7WZ`CCeX;l-@ENNYdy+>YvjA=hx2#R&qjM$ZzRpnDTozU4OJi09)(}BYDgXpk3 zj=z5r3O3{ILs+3xbmBMxy9y*ExNzD*WYVFPelq12$PEALRmcKZ5eVdT0#Sy6oVX)y zZe6jRQ?M_=>kQEXq|ukITCw=-I)SL4Hn@GN;*TtXi90z>>(=I6=RB3@*tqDJ*tqK| zbT(K{zQ!uz+*P6zBgjpWK@;EtC6sUhs9kjfb{Y^G97NB1Nm>A03<N_0@c60g zxAne-#eP7^@jpe25ucf9fb9fipe+8;gGvJjfsnm+ii${41OdBxJ}|+WEz_?6rzr7v zY%m%*Vs(qC=G1S`8$|jL9h?yBmdWdhp8h-AX$c4>Ai>bT6#V(k)liCt7qN12^uI$j zE7m7C86I$;%m zV6D#-Le}Stf;Mp2^9I4^+Q9~Lgb_W55@W%f9r5b;1;PMicfz>?i#kR=ycF+g4h@y= zcOD@|;9iMd<^V=fn;>t88H15Lj{sR+$G83PS()_Q5>N}dLy(DROg^OsdU#Iy>bRLo zAd7Po9t%JHSUwdgbNg79EXSWXkQG44RnHO^<)pkyiE;=9Lxu)|i97+2uNMMi zqCk;bWvcsE^Q6Uj_m|Z$RS#zcQ5QBjAhV>Zf{QwX)rD2YwpltlP!c=t21*NMDy`>0 z(inL{TM->(R|P9YJxNR_dV%|eabb1lOx|A;ooHQ}zsc~AY5k7`)9x1hXj)M=b%&5}LhreV5WA*o6zTfpa|?i`X_l8-Z*P2Ox^)Lb*ST z6@VT5PGWjiR#l<`zd;<|EpQKo8B^;C>B+LW+=z!JIE?~fFFpKslOYaUg>V^CCbC>K z*szN?3(-kH1Jr1Mx+H5TnP|L+b%$W~QB)t}#qr`Nd2ysi;&b>Wp5IIx9vzc{knRpJ z6qP`P;KMJV%K=09wk0KII&h+yQpPOeST*SIkQ>6hWTKC-=HXEIW4&>(7>JB>h+_k0 zV%why48FKhwG68R(*Gfv`}Ltzr`Ypl(0FwYRuupt(o6q7AcmcV6agl3?N|tY3Wu_O z8P!u*e+?!;-HCOFVk~sAW_d^C+8q_`qSPLRD zpU9;c@2Aw1_pnC5gd<7KzY}i)Eo|qWFlVZC;ObKZP-Xr@>;0WL4_e4h5`P{&7VE zAZnd|0i+dF=1?tqeI{_}3!nixI;)jr?Qhcbh5SxV}hc^!5Jph>~vfqq1yjEp7ffn#%>htHkJGsqgG z<9O)0%16D@ptIO?3Py}FJFp$htU=C-{1j4bD9nSg5h2NDY76Re&xBT}?}@@J$Ab4#B^^I9p08$RW&-VT$XVdFtNIde1-r?iz8kS7TeLGPClW13 z3I9Rx&j!FcXPA{FHcDq~rLpVwjb~4_SQb7o)f|Ly)7u_TP7r+$7o0OO#5m|D<@CZXDw_N{OsF5G)Lyh+3Zg$U zkcZNfoXNfP{|xP{8egAyvP=$uNI~3riCqdC(&u z2O@bj->{MlnKK?T1cV~)9$QnYE8lX44eW>e21Ymxf(dMz(_BLhWHB~D9*(kc2*^?9 z^8r7^x3f5J*6`i`6C0Bl;rS)PzT!xNCkiCutV~aQ|K?%CqZkrk4Mg0==$Jt|v#=Zr z>8QFNTB}!hH+Y7$S9mudnpEnIe-*GOF=Cx@Z~&`R13x!mFIZIsl*Fx`bR>9W76_bV zs+Csdqew*?YK2(~IKAN8eFO9O7~?13{mlvAaL~#b2*M#<2e#O5?MmZaWaaY za=dWJ?+y^Lv_N4K0S?9)B__}VvHod_hBmNU`dDR12Vgak8i)vbB~%e26-nKNC<^k; zL92~r&|%XDSTx|>4II5){aN!I>7iVz8T=B)9PTHNwffi zV3P?5?MXu9{t-d?wc^EKr@2=xjwhlFC1YcB292vI|x-wM64G59vTAWT=6&Z-s4 zI5}0!cjeVX4op?>4sOso1%abOp>PZ@ys^J5oKilruzAwPzKc+v*>1)UCps+HA96r`bc1Ev|>H=qoCo{XR_ja4YI z97r|>*au2)n3VJ?FXE}_?II%>09&4=3R()SjN+mxD~yZ~>=ex7suD6QF9=?yW|T>?BqPM*TIDhj9f>hLpjm*@hzZJt)n=!!JV|j%0n{u(=|75C3;I z58w&F;U!Y+zp!}}h!Vb_j%@~5!9X$yN$e>sax82`>mcm?@>Wxa5Gjxnu`p(oYt|I0 zeDoqG`W4kXkVF-07XM=jRa^mc7S>mW$oXg!hH=n3|Tjj&ZK3&cnTRUSmAkq z9|&e~8WihOS%m~;EAs}u$$Meqva(S=@&eGPJ}&c!6+6^l_NUqqUnf`*!d<{klr9kf z(7;MpgEhUtKZO~ zLrRfPX@YN-cDu#cIDy?q;RVjXIg&Y}1PqEm(08)y>;KReK~s+kFs*_48LGqPk}3sI zWs9s zH0R|Ak}7AfW=aruixMgr92ULpkKw3pPPn=HP{N84UPrsPifp#tRSJ19nP-LeDs?qG z07o!NgpW~U8|^hpK&c~G0-}P}tyD%&! zvbh7WxoGWZQ4(r(Z^92So-Zjsh9iGS=>X(5U6gP-M7crPLn!+})^_A|FjIbOuzSO= zhM?BLH&fb}{gBzlXB_@Y>6T)0ws>E7HmXLX-lOa|q;&zM-%4HKXpAfe2bS|;1+Xhn z8l?hoQWm8;tu&ov`?;SrN7{NAM94T28B>hg^)g1i=@5*556{I?&-*8pAw!IMkDU1U zOJ005Z`o5#-klD`a)YdEP5LRcaz&cxgws(#+8!|n>EGt{h&g^k@Ye_X6_EHE@0XHX zFKIY-jT$iE+o(`OV9wPed~Z#-H9V9SGHC;_I7xj#I1H!)YwBnp?#w~RJPz?n$&1#)_8KSY>Sup_tMs12dOAds27S2Wm* zl)Q)F0s*^tV9_l9yg><0h%WTt^))Rc35%fUizNn<*R%8h2jE06gNXX~1zUe_l|Y&e z35CFTZGbfjlp$Jz-v`If&?HbUg`#*%EcFQcj98d~g!A92A4NL~nyR!yXy(pTn%w_p zHQo_I19vDKGoAg89{8iR8};qz6J$RNWdh)*KvPM&++2cv15~1Ic-C4W#v5)Af$ABp zE+`rezz(I|y0JDJcCwH{Q@)xsLY9zIiy;Wloy_AxVbd%lyXrrGARHIwlAVbh{9~a% zsuPvy?WR}xH6N0ngg=EnANi3Mfl7gF-9)Os#!E#xmBlU8!%_cRKXfIcK19L@@HF0gd~&6qbGWWz{bJaeD1#By+Z1pP^7J%JkWfP| zX-4gu+EZboi3?DFUDbX8%(RXU2U~h@z9^|4Nn7;WHI@nvnwrL38dDNl*&ee-ouV!s z-wpRcDqs~8WMo{l4`jR_|4DA+mN|cmQ@Dx<^}Zbr)ECAo=SrC6ULLYaUx@ zCz>ayR%*7dZ0;jKV~&XqMwutT@7sRwSzX?#Y-~`-k`FF5!l;Mo=Q}-Uq!DV z3X=^K0u@9Ulx1ZGn=U}W59zj^^ebZJf6k|t5-3HnRN0T8(HGUiw1b%H1RN6VrgAa3 zynsyQVpz+u+jF2_p@5MXZ}JeDP?tZqpmx6xj~vAl*(hKCr>i7+AYz?Rv|icIOf8~3 zx(=$BKCrF!#JYt$|Tu}Zo zoKQfnn4}Zn)^G&n2?%!k6=G)@;_>MzNes?FE*^+XpykY$6>A%S)^q(4g_Gn6>!?T1 z27VHPlI^n~`XDhk@o@-N!BG-|_!^#xiE*GkqzIlE!>_)0)TyBC{T zSeUkpdAd+Oxxo~@9K=mV;-=r`&UpO3n{$PwJ_>8H0P#XTo*UGqjWU?qeZ$~|Nh%c` z)TUj$N=X8%Cb3G^3k9OeG2DJOJPO?&6p6~fwyD=MtF}!k`z`KKW&?uqY@nxYACXnE&bIH5vslx(p}|xT54fn z2@Hef+fWmMfT*fMblb1}Fz&6eEy_hY4r08k!eJkqY`?v>*)OWi50Y&y$dk)!%kI=- zd$4r>6p8H}e)XBO2! zHUsYgw}P8q`#`u809a28w7J)3r_iqhvle0*+>ZPsx(jd-06yw^8*YoQz|&me5x2!@ zhIVO32VDmyTVez!0`ByB<{TwF;YT~=_I$vp&~r;J?n2BMVF3T(XDyfrk90i~kTIyu zWTo<|6+m59T_qCWXR6GmlAA6E%LlU?o}RYYY93MUU7r&5^oyvc!=oC9XH58E`8DUQ z*ckqa)3D3u?_Ef(FM85Eq5txt4a>?~pEMup9r$!v!(R=5OxWGG%8TqIiS7}9PFk=^ z2{#ewn>lTNHoyT{Fl{&w-@@qPau))W6A5FW_8JJWdIgLjmIv7^h(aV17(FCYDY;2G z8#3JJtALCy$3oMcv3PB(6Agk<^>O%2^C9HZZPp=aN+{Vr!TNl3cBWx4Xal4RS(i;K z!q`|M#&8RHDuJcLkEYBB7;R~2Lb$XmRT2UDt>3a*#ia(A1cAO_4^SXV@06Xv6II{23``CgkOUEs_ zyQL(t21{GGbE)S}{JRlvvpA$b5IqCB@=f-jyzSO-?qS0~wWEVE`c$ikn3`%;F{%fkRYdd1 z>`csw?*gok9-fgi1fz<8-5pI9$Y%B>Wd|~#z@i8gR;>VVC!P}V8S2!4Kap*9iD}mc zafs6?f&(XPNsfOKKQ|lwVz74_-8g06$&KN=ck%Afx*eW^;(Yjs{Q1vqH&fVv?uGq^ zpGW_-;B1JZq0zx+WS74;uTK2BJ%ox(s`HL`-^W&AF2WWUXvBq$i%gmqo&NI3WxQSa zV-$fLay{QpH5d7C^X3~WGixuE%ienjF|RAQfzJf8`fS(|Jf+R(;5C*1lFxy~Sqc<= zaaXQ<4j4=&jIq2}FfoQlb%qAA*<_OVph*b5AoYsJx9X~2F}hI>-yn6knN=lJ`B=XH z!N&Gw=;DCw!m1ZcEql7sqGjdjg{b#z8Y65fu;?yWdiM4uVdtd?Gq1Pq4feL8m3EWW z%4ABG&LAko7LQw??*c9B6;RppSg1Epg#CTGgL!yvHGiX~ZbMFHXg zq#Ovv6J8@hTi02d|HzU;0YpVnPB7Q;P_^fL0$oV11M<|fQTUa6p z7d|8V`Lg|Z2xF){3$Y>DBocZd0%nVQN3K8Zqppz7Em8qwCJvCw&q(Zs6rWY{9vBPo z9J9v|*G2$}M9TvES(Hv8=Y~||5Jg&tLt8T<3u&h<(nTop7cBm#R0G46vlTaioBWzR zL-I!k7>gV-hEL*Fk{bndq}S7Am7{1Y?gdZ3Xr} zP$&ndOVkpO5R4-{sii9#y@+!Afo+KdaPG%e0Ccms9l&|g3?jvY$!wyJbJ)+KNtY`| zqZ9f~_dSle0Op)=+f>zxS_qf|_6)M)@I16WF~P`n6VpW;k~kD6w`5Dy>gUn%L^i1& z6=qDmU;JBFzMlOmnn(1~i4Ss;Mtukqj@d#GoL(K?G{f$elr`%GdymFx_$gmg4}bL0EU>$w<--Pl3Ws@^lQ~%i^BR zDDZ~uMX2;8f2k;+fw!fEA;hQTl4#8$nx^U3>$y`SM+C11{tDihE=!?B)ogZ+T=6za zrQx!;AuI!0IeeOX@bwg%p^k<$ymn4NehTx@rJa+RRn<pcHB5nZH z>O(nsRt97U4hp#~rgpT@CdIcua!=rfXezd1sRNy%uPEX^kYt!~7gZgD)fC>~`NU<2 zg`vkE_$G%50wN$B-H4nE4H9f0p)u$QL9b?aqdzgtr&y?(Kv7xY9nn-=f#Cp)qywu+ zCK*eEZ}NuWB|gOnpdA1SKuxYs+Hz< z;7OtDqLX8aNA?J(@sV9nw%i)`lq=*TzS#y}f@xk$fj{q|mmble!Vl?1ZxhIl5HLeO z9fnqu2lkjUA}$$)h*?49xtMD-S((j43TiYcG0ar#oktLcq-7@ha6vGlkp3T=VqAc& zD$wGAdR}3W;pJenDCdX;iLc2=!L!o7vY@|Y-;jcjr8Ow9hc#PhV`HE!S4hSFXfc5!qucZG z9@*L zJS_4+8M{#PZ|9H2!Jf>yq{|c&0Wl7vPWbZG^nM7jbXCK!=>d&12ZqV6y;B9`nS(+q z2#-RX7TFEhM8IPVtBRu(ngg0K06PjZNR7-eqQs>!yO~zyfb2bd3_LS+a3`4$StSGr zX8}h{QA41-N*_n)zA_Uq+QMltx?)kL6owEK2pA}J<<8Cr=aXosbDsH=SPr!+iU^Ge zJg^7MQgpc;fIbNO6rdSpC|oZ^n}BGt#l`T4nc`qF2HIhACB6xBj{0HP-4QpzUi{LO zk6?MK%6Hz7FM`hy^6^6*LOG!37~ts=!tYW1hAAb!PB0p8)&c>d3&LNyF{YO?Sdp%% z)l!EHdR+lQ-wqesZq@EW}3j>8j%6u{r_$oWr;&ZHdUGgjJARwoRmBHB? z)gEGFI+kPVIkLmzi^{}7T~jYNFG0`Lc?!8Jwzm74j{>6O8ZSF{J?ORN zH|`i?cK51%&DDe&`V(Z<7)r#l8=Il^i+scjcF1)k>Te%)wM(Br_mKUbUyk|ma0Sp& zbwVR31~E3~OhO>)aCeCPw%*aX?)#BfQ9NY1bC}EL@$Cy8J7e~3ta*#JWl$Vxn`DLls5XUzr>zkj*Y`ZJ)mZ$Aa3!UV0=jnp-!EZdw+a7O;@abIP z)7|LITV(HDOQdv>&F=Skw)~y_w0-KTefD;ymE%XYMDONhOu+ZLu5V1-vKwE;mgn3XpEQ&|E=_c| z=s0e1`P*@nGTGqnuJv9|H~?K}I;rbbO-)U5-IG+~5cT)S;i<^WSYl?)LhnPhSpG$> zk&PDFG^b>@G`eps-FkcJ1~JR@{8bRXx|7m8Hm+%=srO9HYu7A{?cN;Kx;b)+tP|Jm zx=QUq%Fz#Jq1TPY_R=X1!8xy=n}^&`ecQ#;Gjdyy7%(zDmQ!jKN>SW z{dDsKH0U~hd~^jFrihk{r;B~aDiscIptRCL@4pHJV&s(UT?6Fb3#C(qQlI)(A2LSS z&aaxHTfQfu^_xtS^IDbO_sE&U{{ngs7KDD$# z)vZC*qjW>>*PmSd^)qD&BT`aQiaY~~B&DSzcHLc2{&YcN&A%VO0a)0&?Vnpb{oJAX z8;7gi|Mq2xZV1nwHg7&dGi@Q#JIa*Xks`NaL^v!CSFgUf|;t6)n&cQ79x&M!R&pG9-ZyvjE^Pk7bRKD68 zjx5RnIgH^#*?q-taaWF5CA{O$(|6vtV_d=1t&3%yH>;%@ozWWieEyRjbc#{%ydQUA~pYflasdQoYp9{OM=yqM99z^cNZ$~9>pC0tex67A2YmN7F z4v>j`4f1kI@}DRl=NY5z{fV(R{)_>7p?sYd9r5yU%3T@QDIra$jsBLad9>P|S zYx{J;l?ywUddDs86lt`HZf<#Y?2An0oA<9G>rJM8Z!2D_@|!DyQTXkYz)_gg(?~B`fWmJ{>Q`1N8>1$0NGbX6WBfoz+sTlVCWncM~ z*FSpna%xfx@7?D1BYLSNw}*+_i+pN}QcJNl!1|t!e|DQ7SSbIYV8PTop7-##JZEwk zNG4?p&+hSzo$4LCPxf%1&lxPK^0t8TSAr6^%a2aIlJz_l_I;%|zf~x2#XbXF8E2Dk zoZXV;vL%Z$XFil#3&2%yJ@;Z<$p_ag>**oLmBPhLE&D-B9$6)wzP>iDDD`Ge^3C9g zuKTZF;Brq`#8Crn+<~DitaOVsSHq{_r~Jdym6OwrlG7K5HywD__gFZ^zL(V9pdoLt zO}=V7ZfL)X*9WapTAu(fALO_WdU9Bn|1gFs}lSLvQQ#*Xb+gy?!rmykR;3<`0it z`iKY6o2)V{r8o@8_Wz)x-p_LL>ih`dPg6aA+Sj&cU&4cfw&7?S^7FkmvhFl*uo@l8 zysD3g5rws_c57KpeIco*q?{J&5sy3V_}m|#y8*gU=e>Hltp3`DEnW9?<$z+7{8MH-?``~rYzzx&2*x9tZ$m%FHuQ7M-%NHXq6>rvR9jDB)=iEk6EZ>(H?Bk{s>t8?Cr-T*p6XgxLLMP zcizdt*w<|#YKmj)JI>d4%yD}<=WWNn{m#$&Yn!AJ8Zb(&G};(?;w=O8 zj*$n+#gLK|in1~rSGUHYZjA@s+7JE**EW$inFz_&!1V5?@MfG^+gq5fx5^^w8yMC= zTkVC1r!^9cf$$=tndZP-UXfZC1yRJqMJ+jtH|b{K)nuUeAM;!<}E&3 zOLH~%t%sUfh+AC6Et3FDyXJZmF+m2sqI_+Ny*R@(`KNUwE6BeiOe%j`dDXwP-aqxB z|DF2_?%c1J)zv4|Fgm2J_D&u3Bc&JZlUKbZ@AuyawRV!ro$3`l)r+8o$L7->9Y5!{ z{Y>_#%EzrU-mR0+WNAHFSBuBT&HZxBDefqOV9HB$X=}-)ZWtQVx>mrmv%1Y+>-ORn z3OfqQtGC{%K5740@tYQ~9M=g%+CIX+0yN`hAL@Yal45TXk^?&>zULDmogN`2UqtY` zWo$&#SWpx7&7=XcYr&7EGY>}K96yR^!jJ4p9+c($H(xYMBNCQqnR?jOD_5=%S+=Ff zW2?4&W!GQWGIw*z!AxaxCRa!pOl+PWhXqN@N5@YyITj!ix5U(hXz9L~*%wAN zfEbyuKr4jBfP|-om1BG=OH#^8#)ssvpd~rK(~N72bLfo2sn(0hnq#;%5*a%T2lwU3 z3Ic$}b_r?S1Z(gPEmW|SaN=n2mn;?m0f!A~+7D_Q+hOQr)yIg1pJ74sX~35BFAj0Y(WL?HoH&vM?W3R zksA>gx~2?eJQop39mIUObr-sIYnn7_cFiT$0{n}4Gp#Rb3PI65Y=Zndw)Fk0;!D0a z^{6XlLso2*@`q73e9?#NOV(XFg3n2Wm{9YJ{i9!GO(t^91jI;rM@(5LZr1{>>K7Dg zWh<9rcXk*m;pPrdC#M(6F*S?Ju-T<@>4s|`u-m#|(s`j?YF_W20~Q#-D2-@RpS#*V zcR>t4Np8k70SFjy2(H?GTDtk<(#`p;Tk_qj^HT75OI9}>#=4MI(2d-Y&VYa+(Vfy1 zzl5d{%gPA%<{}36rrcEPU*Smrc1}*g6IkFCrDnQFZLP2$x z5)<1g{-%|aFO>p*TxKw`pSYo4SMNkw$CFF(@#YAzrDqmyMdGTtr<=-b_r}WE6`8(T zcAJ{+XTvQiX`9%qpy1<*Gu(f&XQTf5*A8gn2ocH=!i^#>XuyC0*xJpZnQR`SK-Icd z(7UymKZMW{VqzNUR?Rxq|GAdiHXm7camp1_8Wigl~ z_GV8C%M~3ze!RAJUB$zP-ckf=rZ4+KQK+4gY=vPx;4<$6F zK3(;5PZ7OU_;OwE4E3qWRj#R3WWrLay;H02jciQ_b4zVUR9!KBD}tD2+O#6veCuX+ zcPa1&Na1S;3v(Jc3N*SY3x|BmozhY>U|AYyXmcl~5lnCF>bjZVb(0pGR4JLxO>XFW zfgl;?-+R{j;;O2uwQ)AaA!xeZxjbRLle>Gcb_FITdB*`(7f|~=zp@wdTb;!RRX8%o zt>haJ{>YL3J3>@k%Dug&z(PKLa5K7oP=_sVKIYZ%ldhfXR#5LPq#{kD<-2=EjT1Ho z?y9hPf{!l}H>E_Zs(Fo*hVsa+irz&wME6r{F_`h4P8#0B^6xo2v^abDtc_%dvOcAi zO?tc&ZS+IW_sp2OB_kzeMtA{*y7}Fu`CBWsB0Q^Z{-fgeeLg>|ZsI5tVczO)(dxT! zOC=IUA~Hgu+0M(0dWMF+)Tjg&QXQtor17Lf$4N>nWOUoNI6K7GcT!Hw2Yy0ZuP||KLf#+Uy z!#nw!H&UT;_dx_}Ob%UL(YVX4Z5Lf=z=#h%VA(BtVaonjE7i*z)B$$IA7FxYkjEsm zt2)&GD!5@C2oZ#)>k&wixgm3z>o4%|@HlkJH7ccr(BYlt<>k#-?T^Vz7TE}4tW=P` z;|M%OC-6br^y`th$4$PBXUYbLqh|ZRiXiVPlHjXz-+yky?)FpB+|R{ zXQQZm!3C!z*5F&NWJ2mGyMftu2hSX`1;)b7eib1mMwpqjZZzqQj8#`I z&HvnLsczdgUC&D%-j~Qr{3VejfCFQaX?URrx){CWnw-=cn)_vCWdst;PSf2AGvSBH zr;tU$i_-;yXqegke8J94xj#RZ{cbv(N)$-c6b|M(rK+uh46h@33nTouRdt@_~s04&ctXM3kIY=(q?mF}p zfaBB5%*<#v(6F#DTU%T3hxEXSDJiVt#q8hwyUU3DcJ@M_jYU7wviu}0Hv#*?5i1%Q zM{)MU&XLjGgofiuyRaIA=k6X`-zlxm*EQXAuCT8JKw9QnLRAW}Nl8hGiN&qm0BrDT zUw?6TddlOosgIe@{lh3lGyh)t&VIPf*y5krgo{~ujfz#^wkahbxpT+I7nj^q;R7f* z?Aq6V6c!eun@j$^LR+^KylA}D-VVa<=F)nc=H9f8V)&UF$tM-B{n#vxtX>j`V#JjD zw%i}>8u`+2ebWlnMJJ;e2&i}D?-aN{Q%iJ*Fzl&NJ1l)g4f3)wvIqUpP$L;?gW`~zG literal 0 HcmV?d00001 diff --git a/plots/lurkrs_14.png b/plots/lurkrs_14.png new file mode 100644 index 0000000000000000000000000000000000000000..331acbc70f14e79e4b1e703537b1260f82c41b7c GIT binary patch literal 40738 zcmeEv30#!r+V>2oy=%M2il%FY18Fw67(uLr>_=~$=pe&73kZ$A!a9G>M~uKQa4 z*B1Q#l6n364DZ9?aQZKp|IP;-jzJKI!n+KGH=S9DKI> z_}EM7m5bKILh)&Y&CqDG_H5C5t)_EwenFqO{wSHe=t$ETK`nBto7_`68G?4MijF%#{DO-E(g z9GN*MRbMU9r`y$}xAAKm8az*qb+HZ4QFzO5;F55OI^4T3U!=oXWzw~E_4>M5 z66GxKLMfw_N(#eMhB3|~MvOR6aeaMA=9l#W`jP3}VxnKiWtM!QHazuF zc$<$VQqmrIbez2fzG0t0e`=HIN@QO5mNA3=miYKPQKYOrO6H$FJ@9R7&Fy;aZIy4R zN-oK($6B49`1(rLvX(G-{^eB~5=`ub4cj4>9<&$B%5G49UV zOy^solQv9~4HL`POp%uvi`rZTd9Eo}&62qo27kn{NWJT<88Z@;w`buTL?_i;@+sLaovpgHA$A_Gd|-HZIFFx{l;l(D zrzkCr_$ntSr#f1qZ+?`kwP}7Zj<3d$V-stzc`Fslnam#0SzWU7c1cM|_4%Z_Yi1tb z$2HYoaEh)^s5pqhM$GUkKfZFyM-zr<$FI7w?a{$mbu)Op<7$Wt(HYLINwMrbfN?FzB(kj|$ERdhDRDD{ezH@e=LMm1Wof`)` zH`1SY=fXWw)if2qCH8(dm!>wFNgB_I+Rusg&F7S-F2~0^*Ht>z#W_{Sm6nYtEz5MO z$@IO7MLds}N#q?g;{1qChp^REbUa(weoo|X8{W7}@c5kYv9s=;GuQR@DK&`2DIyos zs2BcZDj3KKtWyZ<#wY(Up2KfH!*8E0Q_jZ8lDxTiP?(@NOHdppQimy{o5zWo#)&nF z;_wqeU)gIe*$2cq1WdEml;FhKw0~)15G2(VO9guze0$30iJIq06alFUBJ*<_%P)p% z5<)c~u&oyI*D$r|!iwqoW_zYNSFGO_k=xqZnw?Udos#F4k~b?keO7WoNXk>UxGJ z31pR9dne1l$EuTWS2u{|*cTtk!;sYd*>);y&0wdp!PmUB*q2tCkUp2MTUzG>et><6 z*FC`25EUi6(D~HNb#9*P*qVq*L^t$_=4i`p^yTbOZboZwPF>8I6rO{%b*j#_tIc)7 zE*=#H*Rp#~tb?zw;8zJjj~=QW9;$(sjRWb(7zg64m0Ie{EDf>_j?k1@>Q|p{_js3R zs4i7ghn;t>x@gQa7)vS+&MGCg=Ap0h@Ld9umJt!W&2N6&x&5qjJMJvg&bpLm*EopZ zSe;r|ea-8^%(y&|R>x0jtDB^iwzjlsqU?x*NW)BV`*a1DX3hTiE(sMjpYdDb+`8Vm zb(pwuSar)ug{w%!#EUc?KSn~iQH1uvIOQ%~ja2Wx!2s0Ych5nvOn=Nmm5`;w22BoI zoI5o<$M>opSJV)b-xZH`_pMDznqe@51pK?DkWwK#jaus zIF?kZ*X!98rwujMrWy0pH|(oKyQ4K%qBS}hBanmISwhl#7YkG+VAzsd>uLFgStERs z)nL0MI~q>y@bSS5B+7llhx<~S7fPDxfcgDmPn@HcTehyYY{fpD=ACQt*O5eFf4&vB zf9u@P(>bm0j{H?VDYZqZwPNiJal@$r#>Nt2yGEi0BYwTouKp-reUuiaiB8GR+;jHc z_eA{H!AD|~k~HnnOuKzx`JluaFrAs(AK%50eZU#F7H&<{?hkF-zj~-$>stPC(b3gI z*&|JI!Y^ow>uqz$vbv;tyBRa&7l}`9mbGq%+?A-Y2s(9W1Mw7bTd?@Lp(8{_zEi;F zsO=se^|xo$^LV@mbHU}6Qyg2XKx_lAGX3Vwo9EHC*Q1Tb$P2yoz`26Rhu<`Ye=)9C zO-+q9!(N*KiC?WWFds1@rOYg~j3~E>H~FYWfW1?X6PAx_;^aGvbaDAkE8R+pijp7< zjE#-e&Xsv9J#?4sHB+rM_oH?9A<30u4=7?S&Pk(AB zRZYhyeNtdemT&@d9rFLgO`(YUq`?6yT|CVduHCJ9^ zuze3YpbFwTQz9BaC4x!DQM6#%vLxU%hAPd+_H7^Y+jjHivIjVNgRlc&o$tM7sr$)N zcj?^hS{&nmJ4Yif#mB3PB)X#L_V1!^u8)c{Rv$7}gR0(+$gRNX38+g{WC?4s5@h*- zIr+ujG~8ePs%P}|-jbyHR1NJ9*JbV6iiN2U780kRO^((-j%LqYFo*^xVG!1jC_msp zzHk2p$u1DH5Dt>e^&TzDJu;c0VqKwFM|+w^d&dx~NKus*t(fIgSL~s^=8+7BI>hFp zefwAT?H7zS7xIRCruU!Ds%z|K?-F3Ht+dkyAk=7vXjxSn;NezVoahY#kuB#IpH}l5aVX<#lxUs$1H@N+Rz)Cg$p_*zUAXBWQw% z0%wAJCB1iny}wD=D({?W#AyBMiW9T=`bLp*y2x9vWw}IPVpzaTIWc=Z*v;`sy%A}_ zlk7$9xjUoVK8bEC2-SUPA^!<%HB|pFRCxcK;6AIToltWv8@M7yC9)i-b<eeuMM)08G z`hu9XIKmTc3W(WThb`o^{nN7jpR8^=bAkVZF_!A<^X!_4g^8O!JJ+yFN0Q4wrI)R( zZD~V)*&*f);@@0WlZdg@#1z-x{dOr)PIkzKp?g)rdX*jz9AzC4V;T@c;^vCFD%|g% z-QA=UVkNgGIvS)I>wYw5)k^7tJ5NS&n7FO}vva&XOk*lBMpj6iK7E=f?t$bciF7$k zi}5UHGxBXdW2u8yaYo#_QQW!*XL`;CVVY538m-K{9ySGZ?o|TDkl$cPoL{Q5O1T-C zd=soBIt7+QAw+XDN2Afu^~~QaTmHs7XQ@7HsXpec9?VI2^mVup`@sCw*#BkK(PrWg z&^<)W%W*^`#P@N64`63ULGO-;_Y03#)22pyhg zNF$v~a&KkIVCma;NZ;VM#)S3^0xQ_a2e-Z^kzynGo`uu$9hJvD)W?(GhsK=lcNN;L zuotIP-oMl(=EDa54I{yiMgo?_jSaJ2<$q?n{~7G6W%)(WMSlBk@EquSCrqz)U1wA9 zya%hrwP2fCu&ExLwlAS-LHRz+yyc;^^-$7g^Y|pG8iwQ0aT?k{ecEX6LQ(-3aJTp2m>v*2omh23O(@eAx^J~yR@Pn}t+=RENSW)Q+LxH+q;_~W zme2j-vnCS1TKlG69u2)<9#uKl6PIyDS9 zvwSsfcCcw7ZLp_=2(^6AC;QoJEEdbL0MbfpRF)K7xFo*_E%^m(5j@3F_EN z97k)c{K9DVe$iPH^dxGOI-LN_Kntc*0JV7^%qaGP8zg^OBa8EWel@8S{&==>Ka3S( zgc4Gup|bR076yVo9zv+?1m`x@+_l&JU7tO>>W$Dc=ca-zyW^UY9YvdyU5LE)te7yQ z*duO5BL~uXx+s`RKJYc4$7v%>f;euOvxlqeKGUmEG3}F^#!Ds}H$Zw+LUI(9 z!oE|{p@oXrL}-P*?+=68EWtDJQ$9{;uzx=heD#%s%+_ZI-#1S++h%eRFRiZ5I_%g7 zu#MGWP-HR7ku=>YVyQapmcqL(-qG6c@Wil%b<^pa2}AnQH)>U4)k!zK+*mIs21x?( zq{2&68!xKF%*k{Y(H6s!kxDzL8hi6O8IoG#rSFwFKiX@yMJ}Wx5(tjg813+0*<8<@ zY5A-sK&BQ+o~hD`)*=svXdLL9DU$|s=FFKfdc}=fQ2ayX7fFHiJLcdwSU(FR)xV-t zpVDBYde{9goo~1NSpFTe8j5gRSWP{2Ml7wbw9mp21dS0WVA=lTz9vpo9BoNJ1q^2|bG79L^DF>BVcE3pZD56f zQGVkW!`kO6vWv)=XzBRHfVaQQY=L@uU*Ux!o67a6DUML1VFt~oO2nJ zrH08i%E`s-3<+R4tk{N)XTVtohoz9rX9gTe5N~$+1}9ga3y#ZfbCyrwJnMjKuproF zA}Y0Sy|8a~4fI<>ydYKaE!GaEh#oKKj~Cda>#&5vda|?BmNigSpJNXE!bF(VuectH z_s=ebG1geW1ExfSO`;+qAVC&9Xk44r3#8^LA$3H%kY)y@l_h%OH`BEXS!Gr;8#+tn z+}6*tczZSAz`DWA5#l%H!calYTD8TP0a`tub1KFY)a<6`8!r?*sJ9hgFfYjM@EuBBYYDCeAtg)_!@<53R$< z;Lcia?05a`B`k~x`ME4XMlfqKqml4!3hL_WSj(yqjNSs<(s-&pRUwR;rY}jA_f3@( z`>IQ*7$B#M{8$LokORHV_?5?5ZuFjfIii;6Gxhk@QCo-mrW)ivfr0K|cP zJ!Jw_%56YUq>U!ShU77Oe*J8<<=53$2;Zri%Npo(dJ<|t^0^*Y9*wmQ0OY$}Um~o{ z7fzfqW|yf;qNAQL`>@#$Mj6i(v`=MbIsw}~pwT^qy+NaH+C?8 z!jKj^1(8WHg8%~7P;joGby;%y&Fy-vpF9j2*cJ%5m0J?`n97OQE{_C(6ErVf8xRn# zf%t5yANvS`ux5l$G56Dof2@SH1W1$=Uap*=>Nb@hl=mDRt6&489PGzU1;o6Ed7Utp zbxDsz`5?7IEW+5`to^}#pXlO|ZeSe^y z`R1GLV6pF=Zx`p+@sN={L74)kZ=B>=t!u~1!!KW3Mr!riEHTtos-k123;Aq1sQ)BozFWr zZuX-Egcl{m#~X3zXfqdWG#7cHgT^i4Y0Hci7cChm)zDtoI$a=*kO{)Aq|j9L)O;^( z|DITrW9tTw)(yP04*6-8@{<|#XT5-6b||d*@{44R!|df(GOe^2_S2tnyt3ZOFLk?8W}K%hb%F(vXm7c40%yicn#MCA_+6XpR0Kef?W?6d z7)XrO3k>=1kl|IcODksM7^l{gEOo8{U{5|ZC!iGy80dgiWJJ><_@~kfW8ok=>2_WX zgJ_e!WB6jDy;S+@e)aoWh2f|ZjPkfNOd{e@VIn0bq^fy*&5jbzTIZA}aehu+A7y4CSQ zH~omb>Xt4Hn^1`9en+QwSZz?rApT!HdkT;j!SNDWY_iM}-2(zNN9`URZ3|uQR@qZS z3OM~#av?(mtu-IP?jtCMuGi4Mvg$Q~Wchxl^PfPqD&lLTGkD?#>m=xm#PLot>yEIS zI?btK8Y@>w_LEoC8DLYW|J^g~sUlJp2qVe1Qv+2aCmnIwcc7c9&Jf5{-@K%LTX{w> z3v&QU<+m*5A5$nE+&D^7+8@Y}esL-JjL1kP=tFdJEbBTMC%7}NQOkqGP=gW1!T;H0 z5U9n*uzmtM7-2ZQgpo#M=qz*(=P7wa;q+a3&!U2YHgYtOy;xjN>Vm4ZHE2aOV3zPk z%d!I?3jV|0b`Od3Ce*MlK|tF_6x*^V#%r};m4vG`I@gh5HY6l-pP*ph`YQhvA=INR z@<0j{K0;T0$@5?6*rH9&g&_?chIM8Ts6qBjgcy?`?qQuA2xPkB=a?7g7+9FDX!k~k?ELOOsR4Mzp zm0SXO_GUYgN`=kR8mYhbX#X0F+Wz5{g9-(K-k?6F4S0W<@eiMG9m}Z8C_Vojpi*7pDA$Sw`lkmP99E zJa#p!jVmx2kLGthn#pRxP0k|*n%X!$xVSd!pcfnw>%t@TNjd-%*NKjP=AS2pMnJ$B zajs%N#c3c^S6c78k*w8@kTs4VvOi=B6H!GTGLC$`Q`LG4G63GvkvEKWa+A;i;2hxT z=?Q!vuv8;~zXX3i{-?3vRc1J8bucaNrlh2__-{5VC@l2bJ>A#PLQbo#Zvf{c8Y4`z z7z!u2{Xnmpf|z}vZX4BB8x;U9TbtH3HrJGd^TDsXL>`&?IMS~D4F9C*rYA#7sChax zqVjg^tezm>L_i2rlyCtD28a0u1FKN^lXKFV{75?3ET#no1-@V;gCcTI`;@AQw{aSX z3`rAYj?Ai0RORj!XPE<^ikmC#OuEi}n<+$lp zR@BfrBlc(qkRTCyGHkigkruv;8P);0Aok2P zSNpb*r4BRJ**c6&wcVClIi!N8gq-Ve{P$!%n(!Vg5*|y2UBqE55k8nFd_XW$Vhw?Q zvYMRIPb2G8^qHKlY3uC+?&n%G9opxKAdR@^UCnG}`N!kGg_d804^pa!N-?3ssS37%!FtnwVG*HGjKQ%KJ5li4f;8Hq>?XI3nbk`j?^p_Lm+ zz!EILjmJ=ML?K}TE)?YBql&ewj-{BGh+Hz~4%W9F1e*~3(6@omI67)m4~}8|;-{?6 zx7W|BMD&bnQDI@(cai7)xs#PFbU^^dYOofwWW-S5r|5?y^8ME|dnk+bk3<})6?W^)%_$O-_b7RMj z9Zpc4lk#r%-J#5xPSHC$1lZU>jrcTDf9?wiCDy-32CFwg+v&>?jC1%z?$k!62zELH z1?QUM4w#-mw!y-MB$}~Yr2R0&Er%i80XUUIk6F^#yXD>yV2v1ee)zP zYx}(^19_noi-2er{0H08v6Xh1Xwsc1!pW__F9|c!U@tq@w>U+|^-3n)D>tHbY7qgR z`6~=d!5ten+6SDhCCn1=FwKg#X7-?CiZ{ekGA}-5H!%fBB76y=;cavxoB@dX-92Nm zod5?!KTK^PrcC-!(>L>GKPI&3kyyV`PI?{yIAP`ApiB@ElDU%xrdto=Q+tzw0Je6% zlKV0*^xmcxIIBLfY5BmWg>=xgK@klflRje@M85+7&o+DvWtZYb5=aTn?D#iOJpA>I z4zCa?!-T%E94VWA*AUA0bmji$XF;AZg_2mlhOhxb%irktcK&t_9RB_(7JL6${ib!b zMwsGcoc`nX5n(L?iBt5x)ewx??WxW%EP}q0md^~lGfp_#VSZZEApT)Gm^e4>vW<{4t4-l8QLF{vMk?*=-p?Ap>3=ZXmX9QN(BsU#^#mXI*U_a3dk z|CVcAfrE?w9+8VM0Wzpa7JVJQrJeNS+;jGZB!|?Xl}GS@lJagJ!RxIh_b+*_qL)XK z&Bpg@vT7i`1(%6aS45E;hg6m{QWS|fwr`4SCvF7otBagw54xBm3PEg0ovKi*oJsa! zmZ5oIaaJddGqW}eG9C6SF2}{~$#4}6;rw0iT2Okwyif0fRK0)4b|UQU+o*~9o`3KB z=XcDeXFlT={tP*HKwWD1Qwpe-&*8;KMNN!2aFgj*v~s26C~i@{v-HVw=xpNRG9^LX zhEg*9G)6|ew5ugPERP|nFl+M&b9SJav42yGR|mL-jJI;pv{yqquy19~UcTIB3bd)? zpON}V5*!@^!e`vV$b*b#BxtsD&O>xAYPVry@#V{xeQjT7rnq}-_S)0K-B~odGwxGz zH*W}I@Osyw5lwsMGc%>e(!7CVL^xN+HM;ss+dW4{6y@a&k-l3g+FKhn5ky%Fk5cDA z!tUQMcb)?&^W>;RBev*gpGA9hyP;3X>ykRh&YZqHU_gd<5$-GeMk~FL5|=sHzO8gdTZVg zuz}W={H`5axOsD<4J1+L;yA!mdiuG^KufrBRaF)Fm^c)&G2`GE&#GG|NHg!bcXb=Q z!iN!DGN8U;0IWjJ3w$HrbN@FfQORPeELe>2nZ59lMH}EW2#V>T8Deob4J1DZ@b!kS zOLj&n1whRciLTYbcaK8?%r^XOhc&qg zDKK=W(S;mWk*!KoBUPV*(u}dp@H^5u7UxYda_2b>r&zR@H8RQS^0rfWmy&%;5Cwc0 z5%A7REccedBW27&I%l1LjpE^Dq!mz18i@dsM5IvHumi(*2rIY(^Z?(B8u5Kjx3_%S zbxu!w!yC8Y>|f-FnD~+8==>GdVd9pL#M@z9ly1viOxorSV1jZok15bq5VwLwq2MFj zNrtMH0yjYyWQLBjkLW?cB26qJ8+ngl8ZkVIPv3TEvwme@tE;y}sy`)FBMNi|xK)MS z!Or!OZLA)j`WDOit)O{xzW5`YfuF9w$~E@%RF!m+8M9=ikx_Z#W^feu7Zp+eE0+Er z6HA?&x$MsqQKoVNtPzAwVHiD!?k$70I`4RPCBg5fW_TI=p>KAXZu(7CK`Lb(CKOD9 z$V#(RieLDX7qOLpm2g;M?_ij9hW)a|C+56xN>%5l-_j43X!`m1)K!AI16($gVsBHPNrE)AB(U#+t-;%4bfj z@`h&W&7w;PyQgbnv1yPJdtGZT8cN8=EWM#AL(OiQGDxoqOP8K9sz@8(RwJzviglPXMT{v7X zzrsZE9-hVemRZQ=a?zFmLXOCxR|01b^sNNq$wshQIda1FovUD!Ac+DNNk9rL68`wJ zEWibeB-;^qJz-pIOvc&IAX$6@34bB97m}rg1!F(^q3`AHY)am_)Ovn(tX)Vp3+xgk zNRds*zii@-E=QiuS?CVLcSXQHk#*P|B<7gc zJtXGGSs>2zCh&0-H@mMXfz9+D=Jb&4S4^ZE-w-R^{~j^#on#8uXdrx)4aG;&(GI2B zJb|1vw1Onr7xuGsVS0l^-wZYNh35UTnif^{EZ;mQ9`INbD-ZMo#zJ#8l#-Uj>R22nh6 zdnnjQ*z{n*i&`=dI+Y3kvFpN_A+Y0%>tp!}Zwh%lXfy+dsp2V=(f&y^i)Hi;hIfMV zKMQF2U%}9M?*9nl_a8v{W)|w<_Bugcd^iIM-4($?cNw~uG9f;)4g=s-?}=c@KlTk` z9e)c$}XFWXRIiQ#_$QK7a!OjN`9Oy=IbCCiS#zW*$m&Bp) zd{&xp*x%1FS9%nYopWt{ch-(CT&_zy$?kQ|>(Vi!oe-Do@9nK5h6~Rmc~S;&SWn7x z4Vd2xjQPEjL2(~k2pExy+Z^1wmRk8zrzFDcO`6Yk&I9%qM31s+Rh>m3~@skyGpz z;%-|73?)njeMMC-kk7RGod)sR-v*E>*pM9ZI}={T#xL9%pJKwi(yd>{RDQbj(djNy z*Drk^32I~-P%xiV%=a+k5EQio;vh zryw>$m!fA#VO2;ny7TTd8Bp{gu=}pJ@-2>;$`O*fN>*D^y4g-l*>(qB;`kC)gt&nx zocErjFD|2?0jlpnfjNqf)ORWcG48khiG3R=sfA6K79D#b7aKC~g=EE1cxFAUrPV_> zMWsmIF?_XO6~wr@o>B2o;$Umi)(nSK;XiW&#& zy8<2l9cPr9g0t92Uvjg+%d&(Gz@RAbR)jR_*w9-_!TVVx!*k{D3jv7A1mtnBQB!PH zkk-wzk4Zv`s4OcR_4BzX8Yy&^;>E9d-!Cl{BAlv)qMOOn-e&*XQ4ETh z6;T+wuLV-*BJX{|n0MzQk^3c6>Nw?ZAcq*ysZ@nTNU>5~^eeJ?U0Q)m$O^=OJHhgR zPgf-YG!uI8AZt&M6eR#f^o)EBxvBIeKn-C$mKsue38@fE6_NKg*@g?Q?+d)nX2yy) z{I)hAr7(S-?vZ_`XV}}#t(q8Os3rfl=ggmL-r5u5YhBOd4H ziUX9umL&-E56S#vZpB~U^)DTbj|h2799he}aCerq9Bl%VnWq5i6u)@X%b5xIzzk)f7_9LnFAEs2%KDM_+oMk)nXQamNGYl4Z1;!>$l2OE@$QQ>kvwi#+d1yy08SJBUCHoKCXj?albG5LQS0)8sO|FpQfKgS>V zOsw7iLcpB@@{d5kT^b7lK>s8-*pCi8#d*cV#wt+^?TTY7RgkHe!4`2NuJ@k-e?ut% zzeb~f`0ybm_axSk(qjjNbOaJ%|3s^_TfBfLq~e9-fl5WZ_2-%#g%VkM#uY+Jk$_q9 zLLlx735#8(SN|i9!_mGlSnb5pdIZip_`|NCk}b~-X!IYt_k4B2_w||<{~W{l?Gqx> zw?iZoPY(~$V4>aB=g{1?%RWr$u(hS8Q- zgNPpyB}7@I*><_QhJ^G)Om6vu1zpttZRRc!_bO|)Qk){fYr&1zrZ~wUny3O6zh64Z zKGya_qRYZR!0fxdWmwlanu6>D3cJ@)s1izMv6j?Fu&Mx%{BQ8$f1CLF{~kL0pA%F6 zACU81kSSt-*m^Y#At$$Q-=^TRt%Z~Nu@xO1tz}dl7N;cb4}FvT{%^wp7UXm+ROx>D z>8FnOb`#RxU1;L(v^N@dZSF45LRtaIaE^^cpp2WuntwmO2)~lyXPA3vf|3)PHbFGO^;rN~FTbI=yjfLVIot*|D{iGTp z<|Mgz7|4I2wf0*~`UE5(8tB-J=Bmtkl^1Ljk zc3B;wbQKHB5$VQq1t$2J6e?XPvbs<@82Jd=u%b6-$a}I`WJq&FuEQ=nvX>X?NmNyki`j6zIu5RN5x|0%HGR4eHV=Gk3?KzTG-R3${`NA$C-!A!8 zECYofX!N_>H#a)M+sOT@)5;}drD6kDdB z-jM;w9P9cjsOytH7UMNU`E#YC6#zftG39fcvBMsWt#qNm1wU(q>2OR?#g`X`n=Bs2 zi^9j#m2Kh*d{m5HJ%&qrUypRp9A(QaiDAQv=**Dvc#&DSf+Z4WG@igS?QKS5p$Q$A z={HBrHSmqfH$YZ%S)5Zy$AzLZD?KXv^fsIG!@G1Ym^B?_n+9@XR?ssJecXQ}kzHS( z>L`qOErv`>W7EnKBs&bW8eq)2R?XMx$!*A!PDdqUrjY#;@O93Xlw)0E=NE%+9cT^a zn55w{X;a7i9g6+OOGl%erxJUEN3c`#K1@sWo#-59VdWkXlEHk4mlW`9XnIbER(kY2 z#Bq<9TP_O01=x!V9oM_6Yh}H#nkMXY;7cE>l0&l_n3gX|3ShOiva@?=x+}``f9aEoZZfEALD{FgfjI^3Qg=; zfRIG_MZGa|$mqyklokBKvey@vu6ZB6KWSutjRt2orDd@5)xMr+3z4-R=UF$YA=%0W z^}}Yiq^GS<$D#Z?zhAKjeK7*H)p1J0@CW5kyp;}l{D1-Nt6#;iGD2u(rYh5&M-oD z0Nf$=g4a>)Qo3*xT(IfL(qlP72e+(2w%8Wp4VW;BZD%!n7u}~BZc<#<=SQZ@a;s#k zrgr}3lwLt)%bbs~tKuFJHWkT!o*(i1IWFHK8NoSp-~YhWntByRm&V?o{{9xp>G4)y zMCH#xJrCP{X$`MO|KR;*f~F4Rv#v&NgM9yEO+B!Llc~teWL4z{WPe(N?C6# zXA>>p_v3|@$vGqy^sitm9P^9~jjeE_BgqWM%iBGFG&Yo;xpZx5#GO31h!BijsclZ@ zjKn3pP|B&j$gZP4RR50xnPP4p*5UZ9I?jE-1`B8|TZt9B-tVM{_jy6IAnt57oKp`< z>sC?jMH=#sIlnXfySvan->Zm4;ed}F4kA8=4~gY@D-WZlT0%K$g#Ojo0PQf?e|3Dz zvD%U{7~G=jlaf_=ZdKj~N4))(!IyuratUzji*7TUH+#*MDJR^ikus;oqjK!$IHp158(L@#oJ9y(so<)7|D%|n#jr=wUQ5qK!MEY!)U)DuMHTmNhZB~`SYBh!n`5I z&5${l=+?oggo0Z&n(y;DvBMm`&)+T*p~8AvtFyKzRa+lLJTewCA#efZzZ;Us&)JaX z?iOP7IKax~a$L`bB1z6*ji%uH&WAFoWk zUF6`PzpGjgZSX1Cb6~0_M8bI(@E*6IWUj&ERX*IB`h2W2y_uDVB#C3=Xo+xh;~XO+ zj!E_QQ?s*U=WiETeqOTO)L1wP^WzAlgH3{Zyz|=pIkf?Z04T(?v4`7D)AV*Gwq4^n zNNcr=)kUz;hFY~)If1r^%WJ!e{ac-L3CN zr2P9ikuds^-8I2%6CkDX=Ka_?xI0)lNWQ&PFh^BXi(%}Ta%z1|Nadnvi_crOzcH(nxLw> z)VCLYqcG-ZJR(J9;F!F>ho^RiZBP#vZ`y4-eUV7l z$DI?L?>|w$w8VeBZQ9v|9ZSJ6Ny`kGZ$4{p#%{}7lH92Hra3000Lva+A&e6hv*HagHn#wGyGd-B6}ca0Z0dO-DI2#ppEGp4f>L&z z$iZ{mIJAIg7h**?be8J9s-v*jxGO4tjq+1h4v4qF5rovg;Zs*!;Dy0s4KfB}_%_$; ztR0AaZB1-hEyLzZR-Xz77b=ez_NBS7tHKEuMUiguFmEN-3OuUvBdnPm9G0J6XDuDg z#UnuM^NFEBm5asycd$*&61;`JqU^Xv%e^;4T;f)+o>~7CJv9LF35fS$i^V*f7W0d| z%jW_a>d=cxeLa1zZ`zYH^>FV={pQbiJbc4&y}`Q4iwov+Y@_}*UYd`MA}aCDoC>Cu zJd!8_skn|YD@J)`&KS)tn2(jNxPFzZDmI+7c-?63{JWnVAWD<2_c84)FQ3Z^W=R0d zd52HT;TbzVEm_6sZPq)jszaXmI)Q%EHqCW&MDqU|;_ahfVot#{F}dk{fb$xJYN#D49=N;@TBi8;Zt_KEl&?{`VraPrkXdA`S! z>fc>sr+8#P4_fY?&&P6lyO=0We2H~Bf9L|V>Z(5MDXskml{nGnN~%yI%t>{Os<$JuX6;jl z$ZV=K^sBTgCFh7;-=O?n@~ekTZ8l+-uJ;%^Z!&i;*UUvE9zU5o`g%sM>lt{-cz2Fj zxN8j8{rm+kXVw(%`Zt$`Stm|gbtPjxf&;{^=*D7Z=DA_XprDUuPYm0BGH8wW2~N1t zMY+Zm9l(%(Uyr>13BfFi^@|qpO1A;_#*x76%{+JSG`sK z33Pd>B1qi+_f=QEq6hae!-(CBF7CW__w2&?jtTN}cFVxKg^!meid$PRt?)Xr+4^Yz zf?lUimNsdL?CF7_(g z9Av%fj(_cBW z!HZf|-yYj&@Q?n%>2JGF9ySj@K`Tyw+j9T%^6_|z4blR~8j4?C(#8WH1eWbW9AR?h@kjTZqLwUOcXP+r)~gIIIZatS zKgh-@qe_TvUvrYf3I5>1=|_1efzGuWnRQr`xjBARWzKZ_>{s4D7o7d&G!8mYaE`3Z zJ-aYy<=Z#CK3!B8w0yk9H`6#~Urck|dLqxwIr*i3#2N6yA2l2Ty@40InEM^CyrWE{ zKRwLb_UK6Hh>FRyt-~9f^=F~ZuRqBNTCuUe=h!b=hU2uYFucHBQSr&5y2Py5Ve&j* zrwo8%YWbh; z4CH{hq(wnk$6&eEZQXOAzl-7=uoh3wAY@+ZUygfI3^~LyFEDbUojZD z>!s2ANA9XLaXESD!r^Vc^T&R%+i*1J;K7?IsyoByM3wNhhPIJ|D_(ke=YfpDwzdNc z=JzuUT0FMmC6~2^^LZite>|C2jVj%Hxh^L!1amHMCnqkdo)&Zf=4N`D``&kYn7qH~ z6@zc@_G!o$ueqfA7Q+Yn=(Dfb{Vzzq*<@EjO*)1vY(y}My%!10Y=E)PnXJ;3whZo8yA!#P#sH|?H+XRlkwLEjx-oKD6Q88Few*v?uy)> z2AY`c+xLC`dXLbSD>b#Wi;ae}wdZGKRmo7ILXRtq>LBZJ3-T}I4(>xXN- z{;?Q5#mdDabTwG{Zo~IhpS-|bJP0f%BetI*hiZJkg7tvfJ!P>$kWPT!2zOqAxIF)l zC|DCwqXu$63#eaz^3XTO)XBwu<7~sMq1K04$2e}ygjToCg!_J^mDT7&@8xetnV_9; z=^(dtCK_i^fnkaigSpcdLIKckqHkMgz*9bwP}vYWYMcc>10|8MMR-sfSV##AROHDX zg+w~5!BLMOdJt4HagO9@j$t9kR+@RO>Z28g*B|(;Uz0n0&RA7(`qb62@kXAWbH<)X z9%)M(_cGVh6Nke#=)eIOm<8+BjKN$F9QYWUX@Uz@AH4x>;vnz+v9=ED46qz7u}+5H z=g+UH9mw^R&gLj*+CnH>90~4!C^*MEhPKmhWH9rgt;3~vp`}(&vyB?{Mn5{nALmG} zPK{XsO%-bFRj%!c0$$jnpge5X`3rtS!pCDXMh^;~Rrkg6uY>RP3HQpt*xe&CH>6ad z3@TW3FI-5p&IOp(-^H+iV`Mb{(zU_48Sd9YU_FPsZtM@?qrM0cinBNp67|NqlNa#6 z52JjYY>9+z_V?!$%ujw9A94nR#-V>ZVKo}EM2p-$d&}+n<%_WC?3F?9jLq$FVFmV4 zIvE<`>a~UimwMse0^XqmJzS37m_Zq_j$JN*pTbolLJm_M) zLtx~4$P5jvt=kH6qx+Q5aUwz%k2U`6hH^c$bFV!Ia{59)=hc8k<$>!TaNkAApz4V!$J13GZ$V4Zw_D&(A)UvTN#RBlZzw?Jz~ zck~Gt9qxZjCwlJ*m!7M`lFzVoW8{PP81}2 z+Bz&6l$)_Bv+o-3xo%Kg7Q?uJ1-fQT7t(qjY6YsXQmmHba~VnMrF892M>6`ZFS98=NZk8?z};mmus zOi%Z(doM@_ngWCZg%3TpRY!qTmwMh4jY2VK=NK*rhg!ccmg}ysk5M~kRedKiG&AcR ztk`{%;gokKxZ7OB`ri9QK_ly`&o{3y$af?hL;Ih&!rS@pl_x$^G_lK}%@$C++UbX5 z{$@MUVn2MJUC$3a;=AP+ap#ksMEkUeKI^~V=*uSl?#}Er=8RQ@*)!DzJALs~b&wf$ zt1~#ta=l^sPPpPmcKTnLSA!ML7EJ8S@oz^V#s8wIbq=N@iSqYMlbM=6i7oPsn)uWs zlWH$_RzyUxS!QZCu@rkuZ~bEFMF$Z$_3f`CuGtbzeaChVkzKC_aYbi%!_#U^^3H|x zANx8plVTORs=8XSvBI5O&y2TfJcVSqs~|q9*Dq_b8W_8TE3AS$2}qJ{E8Xj^6sIBQ zP*XsGWXX`E@J~5aQ)&e2n%?L;_J%F9aQ?*{#^Q*(QnJsgNLxP&Uj@)tCcplQt}_2d zt2osBoZ_dQtFlb`vAdEVglE}wJ?q)Wck@Q??#ffXeYtZ1BJ~TqJrhr_L4nbF+h3J8 zW{&E|-nyih)($g+qUMJSO)v(eR6K~??G zt-Jq=q%txbs;8Zrn5d@iaW4{Wq>cY0C7zimN=$o5C9hD2{XW%4J|8#WUuR!l6;bOH zZLw5mt_ncj;AwQjS^ok>6Z9)7LxCDT+x1IdnVh+jhicx2FH%laau2CkLNuV<7V{zN zSE;HR`|Iuc^*782R+B`4E7izHi@a6VW-m~i?j?Ov3d)K8ygGG-=m%J^_43Z zvOEH9FmqZdxg##GBa`%gZo~!+74=!+rd6@YeiTzlJqf5Be=?dWj1Bwcvwv0jx>4q8 zo<)g^eh=Ta^xw9vnd(!c*>D<#gxR4$LadHToJLJ!OAm=#FP$qCQr)4v;Y^6@Us`-U1Z2X5RZ7*;~y^=C&0l+&4qALsS>5Gj`FjPA$uv80S;OzB%H72$bU~%B3sl@a^q3%IjSPxuMPcHQrLvO40O@? zJ#`w1jGAN*&_%NpX_5%k7RjkK0o6#1%CCOWLMg0zAUaB&9@*ZAR2NaUCg$=B`dn>;`5b~=Lca@d6u3`)N`tI>5ZP_ws`J!Pm{@&FH{j<8-Mca zM`$6}7m47d^;G4Gl7HD!`Tw$XJ`+U=3+xV(9<%<})%B?a*)Iz9r-_gY+D$qCr+H~z z<@`Bp*%X>;gX{tI#y)7tXEWEMTQ^0wQkUuz>KB`+F`&i95tJir^c&Ob$6?EWQD*=~ zV1ZtyDHL?c_Pjt}oDJ_JQ;)pPS^bOgy4s2BYiqp<(V>hc(Dl}**?GTSF$2c%g|1^) zRxY{svs%&2)t@P?PZRjv^hqe(y^8HCP6;*8Vmix9|2!K*6uI9QJ&hls?MPS~VoNJZ zN=lxa!f}$ZL$jv}JtbnZ6*y$Scp&EsHoZd>iG=${)Et6VFp@Hw(aANQEm-=rbHbB) zKicUtXUt$L){%NfT?r^%LBAL%cMe-To3TUp0P0ND ze|j51sbj_x`};+fvPP-WbA4|Q|> z<-j`cV_RIX_xWh3ygXVo8>*ML7O58@kb{E_G37w9HWCJm|a@G>+~FH1^)YoSef z(Td89;8%rLdZePIt(H0hJf}I#^GY?}5Q)9a`BV^uYP^z@gQ|cdMf=PPw+LYDj=c98 zLa~~^pc8+n$BXu_(W-F#Y0`hRVZj55lq!1&(De8wx^7b8sg?t!4-W*fM#Bp?V>CldWhI5;Bzz;QNOvRc9l!1{Y*7A07$5z4kN5bl9Y4& z$*vNAN}&qQpJxBYjlMx_HZPew;H$fL@1|rw_4)dCYkgK5RiS9{pBQXJ!elq=B!vd? zR}M-UI|KP>p>~(1){Y$3KqPF5qIe!rjvmWjsKzExky4kFW34sx1h%{rMV_HZQ2a{k zFxF^6b5B1`19BtW@F=;ExH*>Fa%&+Cj5<~F(ntYZmEgHkL)AL5hoYA*<*^S2e#zP* z0N|SGSlKvI;2~)|OH~18ROsRVA;s zk})nIlZZ%wu3>wy(Su1gxoF77PF11uGlpEQhsVkQ)-a@t2pxsbWxRk7bWTOTu&&g+$d=bib z%|p{$R&~*~c}3*1orkG4E6R0PqC03HdP8S4R%Gp@>V<+3Xol3T{YvfSqEu=LbY%f>H&Fn~`D^#KNT1w4ALehY3}aBEX@R zZ$@kjqKJBR1nM~kV0uxv9?aB{woC&_L1TCYa9(m#jGwZTP*xUjua1`JDXY_O$z?i} zjcD&P(bt0gv!^FDJ2ggJE~OlPo3Nk}=H|(O4<8fHD}fbQT#u@@_d!3Tp?R%cTR}tFiB|3v)I**H z!*Ep^bvrgpBi?GTZ{I!?AFxrP0B&ED<`U88$-LkATiQIq-Fbv-SxPIY;v6*tJvGyN zuR=i_il|gWC1)Z~22Xu?32>q}6fx{ql=BIXU+>#W`A=hV)b=d6xYEXM;@|5hf6C^F!;xHHF7B z`i{I|tBRf2o72@ChRh#oJV{WTf7S>e>c;sO5;K2cU95AJXuzD1*A9$kY{U62+Q~adwTcP1DX;>K@*Dz@^e_fpusvOO-d#6O=du>4?i_cF18! z5xbFrU7j>8tgEY=x)|MuYe_pysYVSvDuqZ=@_d}0`q^;$rE^X}d9o9W(W|J9%KD8% zZ%p1fG@?P|EZoB!s?W(h7{@&4)V`KV#w?4ZuWRW4s zaG7)NoNvy|{eEl%8f-YJQzjg^Mfj0bUxE4@{Y)az=^tdWYn@)Snx#k*+ohq+Il0~RQ$_y!TP@V z%grgn7+@(~li{4_FXsR7){$@{?9k3SSiFAB&SI@hw*YyPPgjYfCr4n)M+3uPFi4Rg zn>pI_C)8oq6gF+NM4|!;;?S$#PFSzwH(kQHx#T=Q&;JVc&+Oox~ z^YvGWBuy?kY&Qq)a30+5QA*mX}%D2N!kG?{fo4GESVvEkgMwA`mp_340rwiGy7 z?x`$bZtS_d{&fiA>FSWuP25o^DJyf4gl;(|pcf4ltH+aO4nn4<7y8?U9G7HSw%Jxv zMa9MQfdKl4EV7+Wr?5klAK5-{C`H{SOwWJJY5BJ3n*?tPc111kc%8kSEN>Rhy6wvZ zAtLKzv9|r>5nPG8;%}6^8F3psK*~iMe9!InIqedH?R$wdHn?VY(0o=DRXTKzYwDtU@kQ_2IVQD!PwCTfmArt4`Hvywst%~e)GQAuG0W>8ZzQq)XR z63jA6LsaCXz@Vt4h*KUo$YD@~Q8_cf0CRZ%*ZsUR1Gc(ryX}5||L^C!9~P%!=AHL_ z-sidR>$>jierEgJIn#P}>)(yzxSlhnPnpMY=Aj&CR{D%No;edgE1olZzTb=~Z@m|2 zR$Xeg%WlRVyBWR1j_yA@ZOW8o%a+Z5AO8!W|EaJ3C;s;_9oo%}K4samKmU2kCubw~ zca#5RnOnfRfB;uHedJ$0O2~QNZQ;6G_|@d~*_HOkJO1;J`J}4qYF$aK&W1~E36r&K zwrL!!k1i-I)TAjilk9`)t)=yrlkUHzwenXN2k_-y`j;Zo?v6;myMK&#^24LY^onoR z-r`5ON*caUXmb<;xpaM{OrPmgmD%E4U01jIz{`sqBXgAgrI+!NNLg#7e?gv9mnY5N z7VgBQS7XRFP$Im>J#$FAs+iV+LQ#7G;L3;TDr#cJgUB~p^XFq;$-AjAXOWPXFx0)W@ zh-!YLMt#dmcgwcv9ovhtd&MQy#geud=>ch)Gp}-%rbGlyprdws6}P~zX@RV1fnUp3 zzn_;XS`R8(ZEEXnw0Uh9kTiegHM3sz`}|t>c{DlaCrK)kB&`wB)_0@ZZeG17%k*_D z!;n~FNZ#k?@1HQcPsGxf`Ep5xw`6O!XMJC<`ZJZs%Z~Er^mN@Ak=OazHq9rtrD5d9 z^@t;>THNfy)SSZLmTl6O zii(%za#|=}XFh(QZB-T3VhN6r;7?yEKUU?8lVT!{kUtpiD!wvKQZ`QC=*lB zx4O!gjqyC;s=Mi`J0@!zQF?X%7)*XewtpKgqu8PCu!DK1TvsFy+2R)1xpbPeahgmS zl&*A>Ho3(tzk4cNlN_$0Nv8i&f6rBa&)-??Kc>&F#^uq?%P|4tE-jU5&dM}Xy&9)- zbt%!Bl(@QXah&#kxcxZi+O0+G7>D7gjhGEi%7j5dF@jSt9+hK>cq4t_0 zT(4W;7B`OFqye(}0n&0e$_RgRoFr9Zj@k0{w*Io5 zoSdYfvq_py!&^Q@xQMWHs#Q7FTJd#O8<%A5)YVz>quq4lzC|SE0u&)?TA2O?xb52% zm}-9d3P1fgscM`krntDcR(q{h`;BeeH?&acovZbO+uK0o~SyOWsmn(gNbJAuyYcX;C)a(7!G?7IySMPZ}@J4JbXih6fh1LxJe)T{Z0==v8bn+_&pRG;T(CDXB;aoCnlgoC}sIs{dbpv6CUatSe zO7{zeTUuM=9Wsgo6gn)#Y>(zUIFVzw9#U#cS51_Cp*-ywhxso2I5)lP+|)h2w0qz= zM7ZNgA%#i0FPvNZMBTV^=MDu>eW{hcR2fpD459l%lUk1j^7`tw#^uM`YNwSS|!9yd85pQDV96WxVO!tJ_O%|FS(2)(2EW&PU@2!#)K{0ICuk{HoLtL3Axi>8_H}v4agEZd) zk;X$jL%;p@+i}5}~b?Gyd;(j)}hAK#6s!M&PTo7#ulmt8(B_`^H7B*R zURMn&xid(jS4yL@XAaNWIcVbe@y~DFs0q1aExEH}TuBQp4Ux0D$X{NWdaY9QV20~m zN!Z1^Z&_`at57E?B$|t1)-lW5_PVz2o!1Rnaq{Y0{AkRh=z2uqUV+hSadZr#jXdzu z7`j6ZJ15ozYRhc-XKU-8EvoI~bf*v9%24SSu3B7ULA35e`w>Ti8xaG6GEQT@*UoU= zaJ{6Y#E)uPZS z<=U(APN6$?>~Lt^Y@~X1T$GZBA9#X&rT1%aC$&<+}$Um z=eVLe3Y_!?dG}^qYXL3huBim^5Y}BwkiTOS5KnXznvr09))df!*^gw+oj7^2{w1%5 zmnfi7wqYxUP6Fe+1`8I`{BB-IabDUbpVX~(`nWH8)6SuFWmz#grF{NTJMO3{yAd_@ri4SQnH-&^;kYqe}o=F zw!wrEOK&(;-_SSv@%sdn$B%ZEw%ynm*Ya6hOMbZS1Dn!c!zGPKW8sq9F(J1xC9Tc( zx0>13nMrxI)V7z_M|;jzdyX#K%q6xdORCLMJd7>*Of!R$SgeBADWu`*z;N4^jketP z%Qw(ty1xnYYXT~+zEFB$d!M4({F6)aJcC9#7oObaX7K>#5kqzh3Hu#)%@HwBCo$$=b@Q{(5 zsCv08mbT_KeF$Cp#_Z!M6$jYO*|MP})Am~T<}uEyF7{*`O z(mE~$?1jKH#!>gD2nN|OTWpJhRXM58m|iD7_t*pTb6kUN-;f}$TXR6VG>`Z5o%~de zek!`lB4@9<&R%u>z%x4hMel%F^L^$wp;8(WRnVTK~3< zhb-$wXO3%V?jrdkVvg*D(5c#j0ZCm%$IZ~C11%hs?f@oNDy4d5N)<385N`Ck*o4TX);u;SXQcM%A|3 z)X?IUXom$7E+$x)x(K&BuD;aL`KxT284=bP>xZ#tj+b=~!q_jjpBPY6v>~m+OoH$f ztw{r}8RKyCY-;vd!#%cA(a39OVX1j;$p%7+#(32a)eyF+QL~gWw^u#A#v{>_C6)uy zZIsQG5)5Q*6U{u=!1H}t@-#>aFW3it=_dXXQ>f1Q@(5YO2vwXKS?pLGP_r1I#q7vl zibI4%U)PWIZ2i(}zw|PpNq?DoL!7z|AvS-Q=uTIyqJc0O$eE=;L~&1g>ieW3CBDh; z!6&%gIR#XK8#^O)5fR<2?&}afYXTlzf61nl=1+=ZMB4Qc^^+&HoU?NBujt{XvtmFX zTzqv&ON6NTWO%tGsd)VWhf{@qvV$5%(D^+Pf!iZWB>)i<`DfY1(uH#;JmV(oNxq?6>{FbY+;fwwxOjI*Qi6JCs>~@lUa@I7luKy)i5akC3}H` zm?i-wOv})w4Z8Qen%<`qBTgG!3Va(7k{2)ujOdP3Ms(nw0ZHx55>>pWon@oR&sr-h zTy=Jbbyeeo8>w>P5OB6Op0s1@*MNQ<;`TOelQk&OnKPmTgpDWwCLTel@QfKNETY zfC%wj8hdHlylxJgd=UKs{H-WD>L}5OZ3u(X<)%aQX(6&=GiXq~EQglvvzZx70i^tb zbxnDy=p|0kDu?}YWszTsM}za*Q?MilBkWrFuU?%Y`>Pb|m5txT^;OTS3l$2b*QunW zEFBQ>CE0>0sWi-p;9fLOS^)%eiCG8Vf7|wo#pztotn_N)f>~?siGeO5=rEOt9~N8; zaIzrv;sP#%M6JBwoV?(N??zvd9{4m+rVf%3?A&k#Gay#c7F*kjsPoG1d`O~}lATmKSxfg$Z?5(L)H zLi(_&3AlTqtLI;b&H1`i0%UB(?*SW#)EpeYW)nZ&Dkwh_xWK6tdP7iD+s&8~iKZG< zMN#*((?zME<}F=X@rtfa8^L@H2a`S z0F?(2gjl38X)xdCH?yolxU$Zn6;oqDjXFQeX`gk$5*yX? zHELS=Q2HoAX(mxHa?T06a)_SAETq+*NJ+V@d)CTI z{7p@A*|YjFx7?-ow@L0#Qm7`SR2@HC!;mI%`*PWpCma+PHW6qoSrL?)6?D_R)fG5c zH4Z04$k%v6loHp-KtPnV>wH`uYE1f&$PMZ|4#PANPsS zA@WY*XAK-Qh|u9PY6@Xq`Z2oOaXR;94Vy+qWYfASJGD)8Z%B-5bcJ&kaLBPWGJ>Y% zTiSq6-+`XFg|3m98ARr2WoOMsz|zf|E$oA`lY*hoQnD-uruJx_C2O3;(nvlj0*Jx( zLGj~)#zbW`H#@2ei;K$@v#&3))qG$-AnR90HHp_mSYdgwvn*3vu z?*XDk4*8Uz1`Zs!x`2se(G`%(FA~l_kj>yU>3?FgojZ4?H;j<&f$mGOGYb65b^M!e z-fc};edj#MHfv>coO@nN93v6X(`+MR^D3=0C#>RgRI0`pXB|{HRf>Yhd!2}~+8P;~ zbX(pWKfZKo9Z`bpRmpd{%qXfQBzkF0r^LiW3hLp~Xt&^tZl6D6ufcR{&h0OkQ#_V{ zK#qmTOqmv1%eyI6*N@DiV5y}c(M}uxo5Nxh2xS%3Lg5W*b!!8rI0ccg{ilThiD#$i zx~|cyKmPcF%Ky&!EyT3%Nr+_pEd3r@U3lrKs}wfnq?w6)rIdUT46Yeqq5O-e#_y8E zkx2mVz2y(83gZ2mm-(&7Nc$I@O|LxbL`&D}0rFSboM@+>9Fr!A4U%ZZfG0&2b#pUU zN+L07TKkl1?q1lw%~^ZLqq)pkUq%q}YWHTk(RiP29bv1~MbS+kMmL>~nFQ2Xl~eM$ zCA${;pl`=*__o0Jl1vU+nkS_1(M(AHTc?NL`l`Mr0I2R+QrdI=vA$qqfXAim9#uh| z&p{}X0ugSPCebJGp;j%S$l|h!&YGX(Z9g%3giC8)rk&;!n~>`+{2DbT#cNq&`+ose zv|e`AV>(RY@^9bX5EHOr7$jgIn>wPprl07#PlnYE4ZM!wBOnlAzwqvagOh@qiO5kH z;R5pjak4OcTJH^{$Ouq~m@x4MhN5B7u{FKuMG7sq;C^#B?LiS;^+T(`R34)whun`saTL-gH4 zNT#@S=@QXh^X&45l_eD`N%?G{^xhiqL0lfgLNpfP!S`NN+?!o;uiUeyoS^8}^7YrN^AXVpdMPfk?`-|OZad~+T2BOT3uQW?LV6ts^qY5?!J3g`Xb;ZtiF zC7W22Y!Qg$+6J+_BG1D==UbbmAJS{1>p%CV;=!F$l&U2~Wi|m>g95l-Ao@D0*<78N zc4H!t#a$m+vrlcR>KYY2%3A?^@6ks@P4M3;{eqTwD`fX;YREXz-**ip05l`IafZm* zO8oQNENb4n{6(t3)<{~z8j|KLg%C&)0ym6l?BPU6=()gi&|=sypRYWrKL?e zl-njOu|N`At=f>vXinK{i0shMy$K`>vnaxdUWDeW@Yb&`epJ8Mwt4aX6wf$C{UAks z5O5mJ*!|L^$A2JSmXMncEEl0k!|*xqtwdcPfCNyrAV_&IK=Lp~@~T{Z`HNvp-3F7_ zDuYmNWuexuzMmh{N;wi~p+<&Vw)_CaMUDbw(6OWqBkT)HN-B=>5+)IhC501fuvk4w zE~gd7BZvMvEA8g2`r0}Q_n5UZ71d)>snm$^Wzr-N*y7Yh&~1q|5W>-YAGzx8mJI|% z2Kc4!mR_d&#ZwI}GW|hh0|!mTIddu9GD*X|8T!q^RL>d~e16!+3$s)zmM0N_g0n{@ z)hX^#?NnBIHvL#`H`M2-7E22`M|O)+i2~(65MC;r(3B}@oUPc)_heNc;!mgORriENP32AcO!Cdl;0K9a^S=22E z>q5ESke1l9s;VmW+<;UwD+=DAj0g!-I)MQDE)_U7Z{GarcmzVibcA6&EkfmDzqoA2xbzFNQZEFh+73(IWo1Y`~m97S|r9LTp$GtpSZMr(#sT%DZ6+y)6EdXQHqI0 zsGf0u>P1YuWZj_EnAv)$DX(!P6tpGed1i-|GJTS+k*XG?mli>}0b%L2rYip=p+J%k z)Rd(hnm=;5Bt1Ztk5UGDS|eo>9P%kXIw9*-oT52PMY$YV359C~P^m{Vgk692H1VUOo;YL6uo4xJeepyn9>DsIE_`izT|m#h?V#mGP%e~=rsIgZb1odutG?fnnL0hDhu0UL?S(qt%)< zsb)=4E!9^Eb9{YFKkX1K9&|ap1Z#$va!kXfG%T2Nkf_4fz@^fOIeHxONvm16Fz@Mq z*4&bwLWK>wcHZ%XhE2r~e_2_OxC9b6#%wq<8_+GLvWv%hoG%$ami)EijoDg$J;Vdd zCfRGOoS}7H3p|NruDFfiqM`sooJsExo23*{}QYU7;5*e_H>Nu{EoNnx~}SOuQZ&FhT>q0o_!b~K9EjQeb-6Cs3v`E~$h2RRYYp>Y(lr{*dl#)w>=2u99 zJJl*Q09_j?hH1&db87{oA;VmwjH7>i!^?k-!bf@L`mgI0a&)V8b&}{W=VCZJRoc}x6e{0PC z-yL-8Qqls(jT`3$L925MRsYruWbU5_k?F%n_sB$!4IdeiO_~Y`@lW%N!%h7;Gpp6B z)y1X-?Y<{)4&=*0h$pScO|6ljChDL}Kp(2)m@)mIR?^1U*il>{p&|sEh!o6l;t#cC zTAMkX#eG7TB!p7vhbL0^;qY>#he2KyOFb(9f*7tOj56X#-KLd~TNuh;-I;*TWL;3M zS@w}~CAgLCC7n@f{sVJC8IusG90KxK(NF>f9rfYU<<>zDP-! zh{k!!JftyE6sKg8P9Xr6p!5v~qz-z0dp1xH|#Sd!1;&mr5lg?NmG> zMUy3xg(M^81K?HLx!7=(_?l)1> zkFIG?3;%zZHt8Y3PORqTrQ|OKtB{nx1HMclhq77*=^rF&Um+pOz$)K&Gn*^6L4@)m zcS%W6EdlpasH!|r8tkTMVAc}NEbb|?rT=!VD@3snf#rU{v~%umE48F@ryr_4?LMdkj%iK zcGUJO{(Ih=X-0K0${w5So)-6adRii3g!D(fCnvW0)fYtP=$tgTW+Kpl^x>NE##cy3 z%@D;v658qgZG&@Wb8bJk=^4#Ud8TFPO)`ma-uh#YJVx%|OG7QkC!^A9U=aUX4)(wJ z(mLMFKlC!ia}uR!ZK|M}#l<7I zFA_l|iv&HyiAUfCn)rEFkQ^p5kP5g& z$zcPvG|ZoQr*mP+?YrH&=BMj780S7e@>ThdwHnk%<#$gpaTKyzJv>3noT8=F;HD0O zG`QjKMWKH^EBr|mzWe}-Ysic`7R6vY>v6(8mbI5b0yzRlk%U7+h^l)uL6EY49wJS{ z`Oe1iW3dC?tvcWLqNYtr1+adhj=EAvy{t!@$a+=lz+|)!F#bmUgMX(K{SjG$Dk|hc zvCXQl50`3*9MCZ3!^NYbdQ|3Uq6_CJ8K;6S-2DBt;K@v4jRE?&P3rTd@{OHkWOAQW z_JTZ_iqJHr$xcoqPIHU|Ex$7lz9+$YBD|t?M5{=!Om~lE{xY!0r{xpIJh`yxFF!l- zqfBxet(}2ZtLxU-W*IXn%jj4;^}g@vz4ITp2uwUgIu?pkmF>Vf&N4t@>}eGs!BZdL z{|<&Z@jp3cf9M^QUv4H(4YlFiE+`O_zzG|e1=bW5Xx63#lOYEofcux8sheE=4<=jG zjqy8?BBUycgK%LLl8=)oD+3G-3qmAWigLf}}u zdkkqf*Gz0XFrPjHUq9Ufhpg>0j1&dHBC_J7<{62+AJmmuE zFJ`QBkxHiH6u~MGssD7jfojfFZdfxAO(0o3r2`t0C+a{?4*37VTb?FI{9C!;zpgFu zRw2#as^A&HSP2yDVu*)yl!f`_iO)V8X!dMPdL+#*#cY`Cpx>4i`~U$cE#V@BzYz34 zpoqtd6B7f|za!4hN6PiSQ4ZUMim-F%M=Be}NlF!uM+Nsb*Z6g-GrE%^t#vj%#Ia@D zpQxGXRlY0hgJ%@xdCB>43l@mHt_%E$DzkJ_TAVteBVsra1Se)5RZ!o8Dr+hkoz;exq} zEvbd>Gniah8@ia`1lyXTmmbfLW~}9#HsPpHwZi|L|0x$r1zCq9@G%HisyjPZY)1Bx3JSjPz69Eo z(&@lQnf^vTbb+KD)UEH!8d=aH%>MBN$0QVHn7)vgw0KY1KKvfC}S!$_i4PG++ zL)wg_1XfY&7TTi$s|6Czsswklj6VkIY_az3sQpNH#BR3mWToN>D+dj%Gp7mxFZVS* zbkjxTzd63NGigP7Yd8iBAw>QFU8n4)S0I_w$TUTb?Q39S2_~72>`<(oiZ)@fpvC`h z`Z8byeD^on?(dt!2vZdHR>Z877lQdnwN}(~0^isV{>( z&twZs2hS4#9w{nR4Aqc^fm^E{wDp_HH|;Amk~B{%@^btg=@x~4C%-#kWW+28+2vch zvuxBqtbC7hmODgRfA^6QNLHZW`sfdh50AGwoczFEocM2isP!~KS?2BQo{IZj! zt$X?nb6tB&y5r&|TnS`e{w=sbXgdk&qwR$WMBBr(LeN<3=T}SjhV>Ftjc-&^Q3H!D zaCSA3yM)j(bEG1Nz``wSAH-FqHZPsh{th1s;UAA_R8ze4}GIM(1N%$nxc;Bq3d9e3cj=BQnv7&3KuN!7-B})38B6z&Xhys zrrfEQnNrL#y^krg;GR2VkSaslG8FkOSyD#o2;8CBhMcjmsdj3ec`CV`$h{RcF<@u5 z1V(HfrBh^?toBG9L`jH@m((t{D!sLW_PB!W(@=4R=b^PDUTBgP<+=rT22g@L!vAW5 zM~_EuPfV=6>M37SLxY+&K?n-c5GhMaOl)zD?+9!8^(M$<{!INQeq=tB9%%L-0P#4bgW+U)h4XrTx0}Xq6j1OMC>q*-to4$ zlY~|l1D7-0J|7oPmP#Ib9NnY`Dvr#}v~vurq+xFI`XZZRAP>rVs;*O4 z^{;9jaY8RRv9U!Nqu%5tC8<<~hSv^rvRsU6W9n6MhK9g1Sw{?Bu2kJxF*Y)Xp*Y%5 z08_w-Px;7|As5|{QlZAJxy8S_z|t~x5h-fjPngKUv_fNcjk;l4iTqXLLzsIH#KyIB ztI6Z<*fwyP*oMSm6Ai8GmN1d;pflY_szlDL`-GadDF2WkN_&nWm_YCy&+l)?xcn{C zcpv2#(qrZ$5Wi)5`k&qgInZ!?<0SdeoWw+q>l!J*WxcAMGF=pIWbwMx(eHVNe#)BJ z$zyIbxE*h^`g6Gn`N#da1G#Ed_!>hLDjk(0(l=RGmBJu*%$^O`M1T>`P!n)*zHJpT%uO3G?)fzVF;58v%0_i$lyHH zK;h!57&kpdgL8r=O6PX?_N{3ZKOq@7=U^b!mD@I2J`djBi$TG53ZE^6%i5G}%8&nE z2G+Y3ngZAm(~L@a_!(V1E4O&=GLA#5Rg&>~pO7txn2!vR$4`%kSIp&ng+Nqzk#Tta zJ5DZRcst6kAZgoqd?}M0_#9Jw=U-jFHIqS@&dqJtX>2St>P4xudZ!zso7SH zawl5RSfxf7&4xZS6J5hb69hip#4bCmJn5&Vq0xU~S~m60ztFm2R!@hYjj>R>%{01? zWoyzS?Z*nobo{U_%6s=Rl+8jv$q^=22Ze>*lI0pWOBV|sA)Rd<>ddN_>REu)g+Ds; z+BJ{gEK9>|LxwelGdWXU)dAljP9n{=y21te!c!i>z?Ltt86JA zYML@LEPCKT&(OW&-!L6>DSNaH9oj}l($OQ!A6sb>cK$?jh6zpDVeJcbqiKr%v!JK= zn=$uzCYvU3+-aJ?4E^x0;R9wVR3oqZ`gG@Zod5zS8H=rSK_g)aYo%AfAcr1I%#ucs zR1k+P(7^fF=9>Ym4M7(q%mNrm>fGays&pD%v!6x2$eM{^ZC(J1D`N2!-%OnZ(QmGM zh<>kw{lYpwjbrm^UeoUC%wXvypW&o;O?L`o3}U!x5OKr_?W;?Shb`kC>G z%8G~hOy_&z9_WqExHCyz_chqpo6N96(4BgBq_i6o6$Pc({vd}eqe7>_)7OiCXCVRX z+JtM&OjE4Y*2g%9^qGQY%E408tse|dg z@dds(Fw>+u1k!Q0jgi>eggW&jXhk$l8jU!TGMynO&wny+eOH?zR3{Hhxruh&>@+e$t~Mct&=2 z>lUxS86O6I(|*Xwq#?xYd=cj*vZh1uJ~)jUx0vmgU+tSEWZHe!_I1(AjPJ&K=f-ST zzBVdi`mr!;@f_L-qu>WoIBgI`{jO-=lr>W;aj3xwY#I9WPT)Im2B*SVx^nevnS?-kagM3oke(9Gc#cV*G=Cocl=B zB5>f;)kYbEpNU6qd1g3@|85+mL6-N?x%it`;-?pXWX4U;7Y?ac8IRGgd#JnE9v?h- z6vk`IHw|B3i+1LzGmW*Wp?#IAhRJuf4tT`DMpKzY4vJJ7STcm1sH5e<$oXU^GBe<1~{NVR~_7O02_SlRk~Uyf&DOTlciU@N$&5c`xb) z?Z!t9u?E$nB`kxwM4i#@-u7=ayFAYH#(duV*7lQu0nNJWm&!)k*nt|%FZpl47D+1F z<5HA?2Vb#HO*7i0hjwc0WYsQ!{Q8psRYN7u6B1)8ru3)@YzVv{pU}SciFqr~tPPtu z%+w|UVOi!|uCvw(}<}%Nj z$;&81MwpZtetrjRIScPe_Hyna%E0bGVNBB>SJ3uZTxsWt=nb+k9xHU&sm06W&|3|0$JZh#)QUDeO!TWA^_2EstFDzDzDvUQa6;QRQOvs zbxWN=*=#6PSop&xs5OouUq-aNfVv*TIaitzElarszr20AAF37G6C^VN-KMw(26D|< zxiYLKNg8Rn=Y*MEC>0tv3_-pX+hfaS$KDw}Y5m;NUV)d!j6K;K8)|A}XvK(uypw)K6fr$&Q+yVL6@(}5i_ zfS`Y|vXKAymv;wru_L_1C{Vkul{(i1x}=|&R!FN6PO%xU{1r!tcmq?4QJS52S=2P= z9yAmEA9es{vcDRqxPbFI6Cc;V^!I2j(zNPKf(KsYg4rE@r<5C?s#%y&_RihtdNlspV*8gt|h-S;+|uYha{WjPizI7hlwqHI6jF|?Df z6#MLq?43bc*O0`-PCaJ)Vf zZ%u8p!O2|oe-MPFdeMJ3U8M9^6WfbqM<+M0$^l^RF>KD!G$0&3qQZ4Nt$Aei#Dp!U zLzwCUVk|wR(6983GKgQitG3xs<6SsP)Zgkz(2&eY! zt{yYpLasevF%3}CwwT+xc{Ao{`gg$n#ME?nThtATx3-HhMY2JWH`3p-h4?8Hkp$k? zSUDC`t*TaCIo2WLgiPLjosl!r^oV(V_R8mXkyyh_%1@5D$v@e4iMoNa))7C{m;y4* zHx&Y;=F8l`en0lK7;T)?L`DC9GO2%6i*|Kd^dj`NzvJ%+N`DbpOf<0s|C1Ty`0-CR0BsMVJ!OWEVTf-A+ z7TvI-+0&Srfv_v^(VB4s2iAQ}6HfXCrjyMf+b;GaV$D`QpFFugviDD3aoaXq)Z|%N zz$S~S$(pX9z9RH@z#0dv7v(Fk{i#vP#6hCo-T%E~kM{Spt90THP~sVcP>)0f~=faSxW02tqIr*{;M|P{y#y zLKt%vO=>{WB0riu49C2TIVeJ)_L%Q(aeMUYEm%j5Xb^J2t|f_{{<5{2>gmO`})co35#9KkxiJ@s)KgaK`@$Tgh&Lh z)Re4hl8keiE{3LijhlPfhu=98gyEQ)%`%sb0f+x6tOqgs3r%@}K`2%jV*vx{rn-UU zeaH=B$yQxRDb*q%x#At9v3D`9zo$m!_YvvLNuH&=t@2{kEml?-VMGv0hR)p-7C=O8 zQI>l+UlvKPt2rT9vwBTy5(LeS0Q@t}Rw(=_2OO^5{R0BJd|tPC)j>o93?913Ev#?)CyeruHq3PC3Zel*nT27Z4)qe87*Uapq_BE1 zCP5#|K8)G5gmb5w6ma9&oz`1T?%5`Ekk>%kf5Yd=my2&U&{~XjqrdsUNFv2)s(=kH}Kw zhX`RTYEcFi!7=T`N*f~xeu>(Iya!yxP$q?nv~{aFf}aHD9xW>_GvFTc`x<~PH>$=H zgXUOG*@4xR8DHpY#3@4bJ;va8h@2QRLN@_#jwVI@NTEzdsM`gHKEfr`rcB0k{8c^u zrn@G}dw6Fc{6~P6iLuh$3jS}f4dS?ShfmL^2=<r=1tG%@m+JY!xny_Z>rjS2`U;?)8L8v4|t{wmyF^BXS8BH^axe;IHhC24}7=kne zV6*f90GaH1e@xZK=|EaG&CLJv^qZ!v#opZH$>%HnMFb`!W>!y3QQ%rl#stW{fdUMJ zj_O8v6r3lt6VNRd6ho;be*J-9%-a-ids4h*lG8t8=ehl?ZmK=r={8prHG+UoNcfc4 zgj(^wdAn99UZfRj*q)%BY|F5LDvVi1l5S+}Jr@~lPTfy2aVNsvM>s$fi`(s1veb6t z37J$z5M(5L$riN8v3bMmvn{WS)D=xrYle{GzziTS3mdQlTf9LUk~TcyksMRmah(@qyD z$8p5|MAknRNrI3eu}#Ds#uJ|m57}QB`emdIQXLx(tn6gPYC$qlW62YuTtW%AgXt(L zi&{6DL!=*n+(>($3STcs{j<;df|>tuHu>KzNSm^(ABkc@IU`-U(T*EHS}zJ0p@Njm zv=9ACgpxz)%FpJ7-iGpx^m0GQ4sx?Re(xsaHOj|^4c|Ic_7fP~TQ&xQ?i+b5Qe)))@$ZbX{HO1WinmJt8rkssZ-}^e$qQ@i7L4dfHN+cG9n-s%Vkl zAKt(pcAx4!v)Yx#qkQoXsn5XNN?+u8Jg<_zPA)hpASmhYoARHo4O9Ovs!S@6sQMoG zLcsV z*%fjc?4e!+?u4<+z}Sx<7!sJ1fjSdh4!#`q?&&V~#y4!5o&A#f*o_Oi@5}c<_2r^!Zb4`5S9wKTo-`+?<2YTO9h}{xjUJeW?2~f5RR!B*dL& zpZey`)J4Dcm%HvPJMCdkRd<*wJVP(8?Rs=R1i9r#dubB?id zLi)+Y4p(LdqeQZTT^T-u3oGya!;K3|cX$2yQWwsbTa7d9^q1_H=re2<8T}A}zmol8 z+QFAGP~ti325yA8!|dT3_2zhG?-Qx3%|1XwhI5mZei6Q8L4tonHM6nJG|q|k-W21_ zxO(}Eulv(GJ3YjO;{cL%17pg2b2to#5r>}uV=wu>yf>LcbSC$Ph8!dKWcx^V5HN$0Ew0t8rR&FM@6ZxV4ofZ#2?BV%w0yd5NIIOcv z-ny{PZe)INN&0}BPPPn(cxv;=fUV;A2L|(m(FzetJ`8j6On3;ch$Gw)xH1NJ&G_@f ze%+&v%;&n^$G=nAOZ;#gmxQ%bJI!5D-tET)BY)_-ecsGi(X3AMe(c*d14baclygDn zNY@j_zLGq0YuKH67DZ~ay_<6Uch98Lqe33JIy!$il3P)pvUlE!sj!l4@@D1@oCpjw zYZ~kvias){!xDq11AC@VM`gIa_VfpRk_`^{8cktqON62U4Ky)0rv8_hD55xQZ zh~6FE7DjzHaLvq*3d2#RhxHi-pQm8h!G5bB+DFiLV$yCY*tHzJ6*arDuQecAG}|GW zw$j61{cN)<+GF+Ka->u+Mfx-5_2^p4Hk6J|Zkq4QmF6xG_v>1Upk@6lY4sH5;-_;| zXm`bSzQMF5IBmv^9R-4^IgXm`SFTzm$;AV7^@wlG9tRV?F8{%en8$6h`Z(XoV|Q)E zmvrCDU2qcTlJRHejxaxaHeZxoV-GO~JNok@iZ+a(XRNm`@WWTTeqk`>QBfIv1=#K+ zi`+WcLiz46$tGpvKk3Z*eS#yESC}Bp00it+oKmjX9Hs@s)ZS4qw%9EyjYjeA+IU||4I z-BnPTrxrMkg-=##6{@8W;|W#GA~n66#d(CgAE4u-OPF1|v zs}~gc-t!pBj1;Uw98o~w_{@CMLHRs9f9MGq+2}jienUpFG^{>eJ-7BucR@S)d#K5f zpP-ZIHwbPY1`q$vjnT2141EX8IrI}S)SiQ<4u6EBlE#!HxM7*B3zjX4BT|hjBe1k3 z3BGd`FD|y=l1i@hWwwj1`TBi+Z(+yJO?eweMdkTAGI3a-<#J{X zQ*ANKn=0en+-}fh$=%d>@ZuY4R!YY>u+{`Ym&W1me2A}Q5ck`TPY6w)#_Br4F}icG zU;X(uy#x-B(&J~*C{y~D6-jDFOYJdzKx?()Qbh`k886~HPN7!} zD{>d?{vZ}+CE7P0z5L-Y9QCaG+#6?-RPtG;x>8Ft3cZOE_g`Y`xs_>MP|D<@DkV*aZy|6t@>^ zBm=sx7OTMvOz8@D#y~l_zZ55zYNAIoPY~z zw(#f7^x;A~ofamF107VXpHO9(J zD6QppyY=2<#|@wP*5uFVKbIKlK}^&(`TGpTzmFILzB#iKAl7H|5|fh5e3|2M<9F5A zHG(6%6=`HHIH=Wgy^g^9g->JLkrhOlQ|z>El;XSvZDIn^+Y0L)gx48geFLw`KZ;p> z0hzR|(W+ECe8o%>2y1%GbKG|2&>54@ciDCLx$kbX5+`;FO_Y@{2t4G>`(y0`@OZ;U zNz@tLALPp1VtJ<0-p;0RFz7bk18vae2gZ~U+d%SMhIOyd5AEIVoYKh?c zn__F)U^Ki#ptr`Cbu9cr>yY5S2D}xnvrl$V@2Q}X>jF}m=C7w;T;u}3r2*D1cU#ub zrU>m(>_o~>r!OsCyd-;7teJ6fQH8~lmHug|Sndg3ERD`4$vm(ZX;;j@VzR1{hGc>m zB&z`n)P0TRLCcP+I;hh69y)!=fA{Utg8@ts#JIWNqfU!LiUEEIf;j-j>JOLq#1h*} z;0eDzTR9-(TJF<croudTlk= z9j|63>~_F~C(F9wj}gN7Vc4iB!A4O%B6bLXs*sG#s7KT|?z{IBf}QEJ*do8ceZbc1 z{X^fY%I(j6vZLo;eWtIZk0!^7%kmw{o4G#Rb}!xg+$;FLK8qRnn`hJegvKxc96lDO zWPW=zmruGshY{U%Viqos3&nxhaeh-WTY&{-w$8DvTjYqDce-`$`r|(H!MEV9qXkA? zF&2XN)P>Y0VLupa)@sP`hMN(KQ5Pq3(J}L7Z=nt6x_Ua6UzFvmuqTE0oZF2XY?g0; zFI7@gIB2lGxF+DVPv<=(u=q%g&#IC6jG?_T2B?#gcF-3H?30|ny{$I<$xUY| zH1bKQpV9)5-+#*ma+3?S!KV#u6c(sBkW77$;{TV!+UZLcGjh*AsMGr(6`IBSBc1=Oz$#xEjqKhFUu?k^P9CK$H z3mXXvdkOCm{Y#OVV_~TN%Unt?DoFjl=_$#MV>VWNY2vFnAtsA{}&-7VI zFwp(4%aB#JUU$#u)+gp}{pNI+!F|srbm0~+u_)+2Z-LPoil8|mp{c*i`7S_?R(1)j z!GxTddviI!WtZhWAH{R$?PJZrYaDmQvX?$m5z%}9fW_14X2Itpe2>4fWrUsGckXO% zyBMt`R%o1H3z;|zTgaZz0Xhh6vF(m}dWvYAV73+d4reJ|d}n4gRRge099@P3P%e5= zaH;$!;9M74ub;Y@+ts@mNT)y9dJwGy56~0foWZd`FFRCgW(QJ?OBY<4HvnSlJP2E1 zj|EtFy;@L|*lKymPfdawE5dJnr9z+nPiW(3;6H3dKR>yhLO@MOl- zKo-|jE=Q11(854yk~#+trB6HGg+sD2cqb;C0;IuH(G}?;r|*%$m`I36F6aMzc<*iU zI82#B{C?(J=DX+#oXe0~^AMO2nRc44fAnxfkAn%tnF`IIe;F00uJ`YaK|+A)_v7i@ts5<0 ziJiJE5w!l5*eyL5c_VUxDb72&z=!*jBSOp&AsoTjM=0~%1#wtW+$*tIk}Q4^7{!^m z05~FU!h6Cwk}ZY9RoYci4CWSD6u7gO{>I(s-Yo;#>Rfya{0Lue`@H1IlP4b)rYZUl z3!?c6*PD}qyIVC{OV1%~qB8iu7l$F%g7&h$jr*`)p%;x97V~Q~PI4KJHPNi|#m++5 zc#-uvF~cv+eV?JCOr8>SIMGgozA$GoRVoc8sK!YcOp*1B-k@5~Q5YgGp$SYeJ8--Z z)dgd*z&XiIB~VF#Hi3ZdK4BJ$yJN6M?qZfHfK|?5nM6cc0x#usL>0o$Cw9Mbq?s&? zy_n@?-Y)JtdIIM%J>fadWwJTw@S7AUvEfM@0GG}5qwz1e5xIpu^Ck%gTi`~atLESo zh6sR)IEU#<5bjXz?i0g1yI`-B!83nk)YaI}XE2C_{Vl+H0D|U6_-DK2q)!+4bx!_x z`>oH47jlus3v+#zjnOZts##kZOOCN@eAT>kj9}8@M+x11Ziej^P)UVqXfY#ydTO%| zzC?jPOW(1xqUSRM2K=0xe7<7BmK~#z$Ol8Op;S*2n+=3=w0dCPLxjbDGt}eRiF_7| z$Y){N0)r3_YqDUr2^Xeii()`l44|R^FI&w9V1apH9m6O>z6S<0IB4AH{7Lk*fJ-o9 z5cUzOKTOtSGvFSqX}s$d60Gp6Z=qx8!PqT3n1DrvGQy7vGWOHiFvl?~3OL}y{XYaE z+cWfC$3>Brg1%3T&B_i0j@h3XluJk>Af+>fH z?Ct1lFcT3gg`FlKfH5u_M&PYZ&>am}&%jaX$>aFr>H?NsjLg;Ok?V~Cq!fpV+z%Hj zA8HJWX1j+M?srM-m*_ixM8^IJvri^vE$u(eEA^Rs*XHEsyCiPCnM-?JQ0WC}U=9ha zC(NKDSWLm!sKeP4srhm_oK61%j>DR9*?Yb(q!LgHA~Y^X!BhaiXw6%_!B!EOyU0St zf<@{pWZPiTA%$&EL{4dX%HZUJ1{m6O#+4mJ6B_amKCPa!I?%Y z6u#-hxupAWqz1A;!@9*jWk^PFt3VXGMZC*y2H~PlSft6ql%p0O*3r=3tYz}Gfe%~R z_1f5J`rVD+y|OeYXh24VDU#6#kRBI`gGMb4h*ar?l1PO^cLMAD1%EI3o|q_NVx0?XKxlSkyAA&jW4x(gt%Da+6^0FB z=reXxxp%rDV(%Gx7*w|Fj9xAn(@x;*jH;SV&u8gi*L&V$j#E?)?6>_>x_iKQ^G1aB z#6c`y=?n;Ig@PV=d2k22M$Y5xa8nQOWl`58&hZkGQW@a)r`V`l%={PP!GVvFKd`Z)+PVDe9(i8$d?6jZ3g3WXS;VUR@0 z;_Spx1O67fW($O{LxkPX(#n08NYzj#);XH`0HN$*#N<<<&@rSrPF+YF2Z+g=hujCF zxrDed2r)`3(@FKyXxR65p(2DQfg+fe2y8po-Qs-3>ua0~9Ua~B!CG03ROn|%<^g$N zv5(b9$+^dTj8mc8u`8g>v)@&IR6cn246ZOTIjYS1!yM~TgfWET5 zxuHMrt^Uj41>F}ohE`t%+~*b~j@gKReFsCfG}dR4jzuv@k)UZ9Ff+W@ClldQcjb+G zGVC8Zy_HHJCsJT6TntFy|=qx&aRuS#nge^VC{+SI=*!cb^g)=8|5 zm{EvtZZ?XCRA@z^ zgxk(^eA404r!mSmYxop|0&55JpYphQn3(y~o1p*HZAKI`3W!kUNv@(&B}tY-Eraa^ z^p9#N?^3Y`wH@dIettlWMxL)?Ciji85I1xEAP+9&QvEX+^)E@4C?X)KGR#~L9>b%AxW4Wv z3S+5y*iWDB%=3RoGeR$kn}qG4RgkX#T>fSSUlIRAsY zmVmiDqbpX)l?7zkCRDRq5yM}Dm+0i6NH-bH3PF4X(iuTt-4 zU5-gHT9|3s!wY-nRlQ}eZpXLL*Eo2>eJeA0V5+!mL; zJN@;|)YKIsx$AIY*(J_;Dp!SBNY8k9WR6+qt zE!)ZI7zoulLScDKlBA+`DjGo7+r*Ta2R*Q94nrac_6rt?J3+lOknA>OnF;q%9I0zq z{{hx(@@bj3_!=ZMmo6VI(oLQQ7J@Mn!IO=l^5zT`NfyHU(h@};y?CIq^&wSVP_af_ znhl@N5FYMK24uKNuFodv%)HJ0q}1M zeu-6mP;VQmp#+zTM~gs2dzECJvJyf9o{Q4#CEW6UlJ$*Y;R%uI8{O6ws>Vfz6PHoA z%_Ib2&IkuR7bQv(@X;i&A_15eB!2(M79(c3Mma9cfr$tPeR^)st})4_Zl?lm zgyPas3y&^#NabvZpy8+iq}{fG_Lsvt4kN3osmzDDcJ#{g4c_(1Vjf%M$iw!FzA0ud zT~l7wuo@1$xuqDoyTW97Z!r%FU*vtyh5(V*Xi&)(Ww%YSgl~SKr#*!-xBG#E4;aL< z49o*})V_Yv7-OA?9!-?pW||XqVmmkGp~a7|)XmuTOi$0xWp=;4A&A+J$czVQDX|87 zOVwclBxFbz4!94rxC|znN9bOW6ry$~Pm)mrO1y`Jq|RHe!e_i^6sQ0q5s@=uganls zB6ddpShxE3lL|=_Bq&nbSXPQ<9t(>lM#4KPh>{;ve2>T;e#P3_4xV1+dViuGTJDJy z-W0>^P+FM>%#R)^)e5Z+xrCAGpfWyM4C?fnvxIVMs6Z1a64)!QEr01D?CGHJ5*|j9@rzow1+3wMZK!aGAniqIKgmXmH^LS z&7J)9jqFW%at$QDGz}3aAX3dgD0OHdR{|-eKI?L`5V9u7mUtNCQa3oK+WfQ{xDDib zj9M-8V^WkP9CcfQr-YXvDf=IrcB{l)D8xGmPv9x&ZMiDcmv-aO-X|C`cw7QLC}&@` zMo>ZBb&Oi=;Qr#uE3IlYBHE6Xe=S#Di3bZ+fiUXM?{A7Xn8& zJgjmp<}Z{7cUBv3+dg~S*Ya)n2*Q-6W+O21%!|nv;1*FSrMw7~kW_&86ERFUv$&|) z6hojJ6B-ztJEQ|*EW}I*nT8m)if+WDBwQ%mw0oE4lqJ@^DG?@|J{&GwE(j{eB#`zz zV_E+Bww0!9p^TAK=Ba|Ns?F~*a7t2&TOAX^360@tAtjT!H8rnSZfZ`j$B##Ei%Y{74jo^l2}kXrEej#*#TFDTo3Ul9^cFq}E9V%!-qjK5-6I3rqPka!LFN>H)ID#i!KOE0R;AH67=yz@&s<6`VOT zEinnO9xjFVL+V!7beS)lGxS>AXBpd0mAYkz3!0k@d4>HciLw1`eSe%rrv5C}YP)gvmn0aZVLSF^-5cA<(jQV_jJ|1%nR8 z@cFD~;U!fS$+fE#e&U`heAhOoejiiD!FA4UZ$D>`KCnTWv!7Ln#u6Hlql<)>0j0fB;8ywYP0lLQF^=nA|fT6rrsIDh`R{ z=CWjW9wJ7LUv0xtP)}E?Y_viVvz2qnc%X4SVYx(%k7aKfBpHjQ^*rMyv{0~^OTAjacn zr8bN;g{ZyJn~(j5#$zMoo=nU4-t(<2^IvP~_dl~8+)KBdp5ke#4xT$MbUK8NFp+}F zs)gh+Nsh&mhKw!e#0V|KpSaygAcBpg3uK8I&u!d2HUh#Cb@gwd*0r|&Sc9)+Os)WF zOGPFS&Idsk!V%bfgrg&N7U>=`hMWZcz!2zbKNlAYfg1t~xKyL{r9|M(hx0$gA$^H} z1-ota`(`FEOZ#rbw(X5@NboT`w~D>DCu|&;m-V1sRB61;Iom0L3mGXfx$}bHp z`!hwzf1tzL=CZY%ni`jXU>uLb4XhVs;p($5zK=_9?`VWP?SvYNLP$&uCv{@qkGcxz zGieZ%&m>u?Ngx2g@q2nW?Hst;(Q{PElTy$wv&b1naLPtUV4|&M%(Fg(LG!lbWl`hxCz-9`daTP^EUvjXr;ZC{RZqh z(b$+n-U(Q5`cQ$WY;7MBaB*!#RabSX!>~E_v-xv5on8BN?1S>Zw$I^^cb9Bj?`36D zl8fRP(V@zMa^FF9}5Q-^4}Mjqu_Q_W>xc0TrLOsev|SDss7QUW6L-3WxCW}nF39N6dQzw8t&3TDyo5nzpQ6X8_!AahwA zgP>dku3k`s%f;?+9*}G^*>J6& z&>U<9#65oL{=1D&>-c798Qx2*PP%<@^XPiVW*4adRe)L>m6PK`|CrAE&335{H{XQ2 zaumT1yqb3Mw6v??Vxh|~s$%|vdEM1Jy`+BECg2SU~BP=H3M zkJ%{wP`NVK*k?H7-ilIa>l* zTN z6`o_#>A*tNzUlv1qB8%KP#|{K4=K{+1!eQsPobl z8-F?Ku0PCC84ku}%jyH;hv7zUnoZ^XFd8kGS*_ibx`1D{njoazQtqOZz{7~-Iwenw zRG(N9{>xUB4+?My()Z&!Qc%IT!1=%i%*k+}sh3IdL80m42R7`$9|_Bo^M*JpV{CZB z6cc^@VOVrxP08g_-v`7jh^K|d%~&Efv%l^O6e!uKB)JZ~sD42>UFa~@yo4uZY(EUYWG6qcF)ru$hGVl;nP!q)be{_{l#BW?h4DlnFd1GCaf+c;3^$x2 zPv!>a8}fqkl&I{l7)_*iZo0F7u(468Lkr4Y!N z#LFiO=KpjA_pt~OD2Bj@`{DO5B=f(q^*K72`)TW16i{B*FoaP~oIi|57x*R4Xs8tE z5<2326@kj|`5%4wldho>h(~qYm0AqK_ww@pNH~ zjE|iCegsEm4rfPWaaBaC_OsO0F`V=1%k+_Pi!z22}C9~82{hfnYER64x{brmK~qf+KPe=xWec*L|iqrYh~9x zG#cpNTxwaA`3tvPebxQEpJ=XV=eSm?S2sWXf*rlaR%2)Qt5jD0ki$PVuv$aC;4}zK zv7DLF-|30W4=UM6eZ%c~C&Gnt7RExMX`<#8WRK$JzQ+2-fGv#k!3QOh>{&y(U&|2} z;UTaDj6w|$RW|(w9{_o_HCQDW^_r>A#AW>AyyV~_r*hkk2Po7LUs2)8lLx^HD(Z87 z#U@3s_4Fu8Tt-2sO>q=7l9W~-LEZ!5B`guRx=Hu}DvxqYP*6o9kxn@$W(4OPcERCD z+AW4+%4;=gjox8yU=56+#5^QelcaK*v%E&Dau*;M2-e(JsEG1dtqVyiAS^FT)*Osr zBOBp^_$8^cZLYyRxU|c=F7?ys72=Aw9s`w7)jLr#EoA8*IJ&OgsdSVPa7RR0<>!? zaj^Uqj1CnFg%s08vUo2XJ`pc-@QHTo3NNb)hrk0Q5e7xHm^EK!Ol~Klskg<)!U>_=l{rX45l&8|1Ve^)859 zUC0V#{|t5EPb`69H*OpRh%mH3rD3pq0LO=@ITb6x3%t;be9&vJjZ&@ma-^mjpwsXe ziO&KH2E8OeFa<+VRz^l(;6jiZflYzY29OpkhlxiTdN)~lW7DAJ`w$?3O&rbR*Ig7Sw2{f0T&GWg@z`^aCRZ))N<^HjocdTnuk z6ox41snJKHNpOmesBdS^kc>7390Ck9V+kQVn7X7UW7vXy8@`CjU0XPV|vY=J{%4aD*9G$;wufQAsn2jzQ|l4n0F?I)tj9LLiF^KnV{eR45~* z`W_%_>z819++kWmilk(ZBnj??F#Fl{yI*MXVD#tc3{+ALn7cu+51Nh}@J4+=f;(9; zU{)9@$~=)--uO$sPq_pzzn@H6B}vXFE!twYXNe>v*-#OQq>!?;xdVP-A_C1x@Qb)f zWlV~raCcPfX_Up5WJ&F|JxuJz^RP3JV0>O2o_F(SB0B^%!j;vAafYsfN0+l+X=DKO6f5qFIYZf6)nX}u!o#_AhiB)^vD8WmWwGv z%~Ye%6(fBD4bUQ5<;W%|vfEDmlT$;jV#$u`B@&U_9}ea85$y(M24u1=sU(7 zWJPhvV4n}_^DlL?En&e7^8Nu?8r7z2S4Wx2|$78)tBH4j9dL?c4n z7q!qJl6|7lra>4k$lEZE8m#y!6$qRx8Ic^!kV0wDI*+hD?vqGUBlwmO!neq~Xj7Yy z|3T|kym%fSEnq1Rc97Fw^gEsh3WDB;|AM#yW$BuRXp*R{jbs-MfQHuM@GBeDtkZ9c!&+C&?^fApNoe>3~eb)M1T z8~dT$qQuAg3}=f5%baFYBrA$QRi|G`#CM%3PrflbRMn; zolh~vF$4w)}Gz(AlUpYh9`)J zQFxB{e`6b1>~|`#jFF$o+h$^Dn&=+XL)7pfoJeX1+=NwWRX=N}z=f9mf|}K+Js<_@ z-G0qyY#B-Yk)B4z{2kPVpMahXOL-m00d^E3pGh4=A}BAkeV}4Tv9JQ{$D_BmF})FF zV66gk?e>FzTpv7{gCiK;Li_@i0Mv*mN3XNa7+d;6P`_d`pNT zfz2;rT2L_hCy)!@*7U$LoIToyLe;NxfU$2bGZzQDlg15K3%g8U7PuXb>DpD-e!1B< zAiLida;U{b?ApV!*i0JL_Qu_3i3S0`m_S`WkQ81Hoh%f?9g=ZX#ciOz=vU;>3H#Ph ztq^nin@##9!B!@QfZc?>3C9WvEI;My739J-@=!rG<>qF1d~xtIY6)qVE`JUKDR?WT za-^T1`GlA~YPTHG? zwM)Dv3Rr#waG{bSAuGVt=U|M0XHspn!7QtXOsC%QP?Qe>$OJPfrb2b(I>|+oKIaDH z?;nmc`tTxV21T`qaRC+gr)%W?4uyPI%9NU9njywvuope_!7h+Z zK|H?v9b6*-B}-+qWcL1jwmZQkBPYHb_lgps5%_Q@B5+cW!cajjD#Z8zd(o)s!>iS& zSwCe0_}XGk4yimi_Hzqj4uyy%RcfHDJ@aH1jWc3+*WbcD35G*FK*aPs6+ZAAxEgIr zYlCV)vm6b5_!b85C>bp_{(+6+VB@GT;sWN)tD&}csIG?&jclHx$N+SOn$-C6qUT(E=vN0yU>J=3{S()Dwo$O7!LGV-l*p~6UTNNGfWqK?v z48ZK1;S9l3>>a=ZR zk;S0e0<1ACC}9OEh-%TD9^v0jGawJ(4=w}=C=T$2iuPFJ3zXxKS!x0+1TfSjjDf*> zU?Z?|u0Ys@FiQjHt4~A7jCe2TDgyUwBY{zZa}y;otj9%v_l@rzVs}D*L|dpNC~68( zgpU;ls0W?}N1@P`gy>WO-hfISMB{P1@?>85wYt@W1EKFEF%rQ~U^uX%0Cj(&QE@(w zG*Q=7hys0r9nm9bBq+rOvQG%`k%t?9SS`d|f6i&hj}$#DT{Y(bLIFV$g1##hHcuFv zeHqyFLejqsnHjelR)7yz3d9${lFwgI09MiHsP@dyf8cM3|}VLJ=hGNcHR4g&6aBKGvt*N46a*)bSZ zZMs;@VcaB4+`92Mmcz(UjOg`j8V_+ThN9R?iNaF+BAJhecgXmMACp*>Ayxed`_q+I zAy5b89cxVx^pnM~>9xF3dw$y6(>5Z%+bNlN;-7>odWj`Ss< z%kO|wM;L{8+vDzm>EJqW&p+70XBh+O0Sp>jZQc#BH=TxdtHBHaL?y%a=d@bt&)+QX z9(y+>+1mo}F6-KK&)vD3NIsG6TZ9O=O;j))nRuk9kR!nR`fPVt)-w$|l*?bgI>eDs zGNv)dM=C%JGa^P1`?8>R4*JDF_Xlky0-f@quVk5mK_Ws{pio`>iQU`E@(RXLd7uB& zpq4NZYU^PP0LCBK@Bj*C>0F_L9H`3`@_}Lf*&XwsNQx3iiMQmBanGnvK-yo>^uRR( zk`ur!tUn*16!Bu7X8xY3g5g`a~8N2YnvOG zx8(qd!m$DjD1MOD{%-5*`W^7vYR3E5?bj)k%RTRuknr=G7zs1FQzog_#hXtGp=b<<*t{n*E$Jh)m?)L6*US|3kq^ zQf19R;^pJX=;jS}ZiNP{6xKX$8oB{W0X-k6q7P7iAj!G`5iUcNuP7tHwWdZ>+9-7% z5bXbVtAr{_dHK}%g87geB7OZ2xpXQ51i-8`#RiAKTW7GZR#)`JbPO=&Gl!|Tp<*Nl z=dU73cG>_RjR&#|Spi^=WG7`1G1aq=l*Z+#B2<9iM)vkqAkzOAL-ad}l+j{Hb=NyA zfO;kl1b96$1Io0|j>Yj#1=_~{9~&Y58C@tf<{U2Ea*SkTFT+RUTkXg_;(>7yJ>~UN zVR1m{tVaX9ugCLCR2-)*L7X3srl@2=5OGTI(4M3Y3UWzxZcsWy2u2hZHV2zsy1RQwg`db=hMB=N zGOC0#gwxho1i=g~86ih}x?o<-R6q{^BJeC}^U(N!fdo(~6l(n|gj8(A;w@T@hhD^^ zVQnE!*@;#dM7Za%&VN2d&gg(aT^}a5cf7twQst6iqNA>_kA?^ocP&D)n2#(ewaKC$ zV3$#&2$5EQ26!@wmK5cf;P=7PF?8}=}d(MYbc)0Xf(3+*&$7WfD-HpU?ny47*6prXggdbMSCNLCn-S?Mm5%e zVHjcJ>yZWqGNQcmcW9}LXt-=TC5#S17k*0puLcRw2IKcEMxy*Vvufw|6tORAW8#1# zq?ch{KO-9aBz`sxQ$Nn)Cf;qBEKL#hKdJS z64={b58CLH@l%1Z{X!KWd?vC&zzaXpv{7-z827*_x)THQ!5 zXmU(&X)94eA_+i-xcLzGh#mxN&+uI5_Ke|&sbj^vDAi8c%I9}Hn={bV$9WL5Av%68 zW1tG}3#0@)B>8zIYH)y7W7d_tVRjsMf$344rwGv$2unY(VLj$Gu#>XnW-&jkfRY}F z$JG@~7XBvAjv{nqY)ud!ZUpXPG9!Y_cpg`t3;T$=vkp~vRIY)widtnN4%Ynj4YB4& zlmAmHYY~DC3gkc;KgoYm-f$rQ$@UZO>5;Ia3^EE(m@vVF0@JYlbQFCP2!;T8pz;Fr z4<%T!&dEd~8NnKCp$$K}*ceCcH8zHEKs#3KFz_@ZFy9cy75o}L{nUNB)dczkcMr%0R>^ZScb!y` zB-O;&KzNxg+=I@5Fq>ik2~g^q(A$V~)j_$TvYp~(GK1jfFeTn({5!6+<1k(ED!^8S z{Uh*-W<5mUF$hb?8<4F~6p5gfY9)qSV}Df8jIeCVv|;cG+*jaWybV)SGbj|pr^xfz z55}jEeg^WzksV=)@n6`HK!59h7sIxP2 zDflM1C9;H!q=6`oOGrxHx~MT}8fhFrNg|A=+#IY!vU~Fcqzaaz0nJ`2x8d}MVVI>~_K!cac7>{+X#zwEF0~6yvcX?bFbSRJ=P{bp;m2uB zMTNOOoKo%(ghJ#z;X|oJN7E1<^hq2?vWWgT&I&C~K)cXP6}W-G6xx3^p_UDO!0$3rP!d*~$3u*$O?|@ZfmK3NPxd{#v z=miJ~fC*TI^m+S%aD4y}#V|{(O*g4S@Ql#L5KqZ$A4G>_V~Ib6-5|b`d;|eU=(@33 z=p?B&!$BftGIX@%hJ16lWaHE&0~1{yzz;_lO3{MnJ#Dk|uIsmlvAiH9LBy=9Y6R>I zF#gmohjmGpoRik0K_&`*J00AU=HbI@Jo2bW%XBUD%Jy4fzo4Zc0!bVH5^IJOOmFo_ zv|TrC2?q^)i3+wN$Rh)ArEc}6J6Q%t{Xg;ezRe$2{|zP38IzQ0zpjm%l3GuJG)YT-7Ue z`(3{qAybZ7X@`l*FWHqVe;0>E^eIgTTNK)PaN!-RhhJHCepNe5$>rK{pOTsWEB@2k zr)M&q6p7;U$V4%8h(QrAaifH3p_AVqB~;kzbd0Khp>80?N}u}{E1zO0yYngtnt0gx z79zX&$VpL$H60HZ%sNE)^Xu_i8(~Yx%zzU@D-56@Ot@mKc^^|)Z>N<06oRoK)W8Vk zn6;*0n{0)GS)(vcyYS>RpRqMCU`Qgsm>n)eM~f4Z?Mjuv* zb}=!mNbU@KVo)h)Te^a3YKMV5dofd17ofx`%sd$NkQiMM?MPaz24->^O>vshVNaDG zbqRmr1O&ur{llaJyWlsLKdc}|j|a{-h#WD1mZO(tg&maA;Cf(VUku_5!K$TwH-o%H zgkCPdAdL-HrDljaIR)g8z|4gh>4YE+3)&4qD9%Z~1!um^d?XShfS8ozH1#@#J`m4H z*sLCUqIUOxexE3tbUYsg`OIl61h*i9`5XgJ0NCO5xCL%s^p~da8fR$7z^n+*ers|z z&Q%ljxQiNREI&TCaF!7Yh*i*g0+j;Q+@j$~6CycEE1AY)vTY7zUz92($7M#~2*{Aa z7f@D{loWkz(UeC#n54#(i9}=!GekjMKgY&|(N+%;gc!lH2?*`&uTB7LL$rv`nup{{ z-&`l1Co%sBd@Ej{InRAIii4?qXm$vO2(dca4=h+dpE?(UPy+$VDv|C)seUy1S%gQq z2MQc9ChE)r_lwkk0oh%ml_kMfcxow#P4Z)$zTpZcx*4j>M`JB$km1*8?h$inKOdik z?2bN0j5EnLM!XN*Mh_FDnSI%{L$=PKecjELpCAP$0dk3DUrBZgT7~ug65IRB_hZ|B ztnkR{J1y!yy|bz-va0KdL)VdobMJqgQWem%O#XP8a+Y*XmUJ?z?>)LtdHf=G$1HYK z-uUPe%T^XKna8_J5YoC_0VM-MRU=}sY;S}KK|fkh@K|zVG)kZd4XIk|Ubk}dFdO8m zUE9F(bcqSJ@(}?~LN-4Y8VH%@)X+E_TsXB$UH~hs5g~W} z#9jrWXI+O@-Ll5E2~Z$sR$R!a(207uOV2M}uQq{x`d!kAa_q^oZ^}z;qMvwkf+PU1 zziUeG#?yXSim{lkuxjDvsFE#$x&_ttwAn)|ne{Xy9n|@4x+9N+FGHy{RsT39)rbz* z5Rg#XS1lhJLG?0L@HQy?;%CoNvflXUZFoS?0=DB2+{!O7k#MdYeumS=>XS%%I}&(P zyJlX=#VAkSv(xpvmB8#US~3^Bo<`YaIKn|xKa}>d&v5g;d&{DW8#-?JwM@?VeR9TS zxAeXQO`a&V~7Z7p){`eKg{ z0RBQaj$;ZS1tQl$zC+-Kx)ORH#&ET1!N#PTsV1ArYc;4 zI%7G(&+{R>!TGFeVA3n>>Pu7K7TV9Ecw2g@95zF73j70F>!KlHf%Dy9M0}vC(8f=1#AS1VJOdsj4lgC z;O|JrjBxXpTp()nB^it`3j<3o37;SrL23LND}W6zQam8^!9XWRhS$!DS(&{)zPcPc zxYbK%Z+?(emU*=>{p#W9-a37c^j4I*H6+kF*R{W``+0inW&As`@bj#`_Ep}ySEaUI z*2jC>OfU4cS2*0(wcn{0SA^Y+(7~a%%^}ftNn?`t-(iaYJZVjXWsI;PiyxsEsfcmV zY6O==`4S3aQDsg>4pL{(Z|6{NT#C<9`2>u=O%%ON4+O!k^hzA{YD) zYtoM*IN@eS}jB=0i;vhX;Wu0Y*{`6aU+>Qn#~`s(gqdM)QRB!(fqN^%YkU zLWq>CC2R|*3aUdi21^6n5yN`}Jxmc~^Q;Ad92r=Qan#8fQ+IA@e;crd;;!Pwa7uuz zq%|=Q%9S$2y!$YQpRy==n1z@nSbBI`fqJ3DCgQBD(;b``xNJN!_3XNB{=d7^)u16Ha80|Ph4WKnD^~?jH}cE_!hJWQ)pDf?5PBYRzgSAWdlP-^wdEgU zegb5LhIBgoQokQFBc5mEJ#K1zSF8)5P8-}az_7dxPhX@P;ZmRy7vGig{Ub9J`cp;9 z7Y*14Yir38%k~YH+qxgSR!7Qil-;*NhDL6dgRky}EbOtsb08b+Vbg9S8 zC3u#!06ExCTAtc+qX-+SRRrkvCUBKzbQrN>cXTnnAz#nu%g2Az6=q&HPOB?0x>G%> zWW!kLx7fTdx|)Z7Juyr93{=Ln1JWci9IQv34+=w&sl`=Ok{{z8p?3{X(GVj_|7A%e@bA~7oaz_m!4G3X=rfH~zl8D{3q6n9g00*m@P-h(Y$8ij8;}9HT zF$(?C_u*p*TnVUsN7+?s#kjY=@u@6&0VUSK)I<5{r>alv=#cZ9qk} zgszz^;G<3@I6JJ90DUA9yipIFd=EI253PL0U zAtVF}gSvP6p>9p=uE*j?nbwZA@vzDVQXfKG6395wOUFFMplrl$tb}Sp*;E z0~BHNY|=Gg%3_8QWkmZ4B9_3cr-_GIWvE@e_!4Fnqi|AV3JfA{{n~j$BLdxt zFXO)jHI_$<0Hk2IK|ZyLR1|U|`AK2aViUxptqzy#Mc)G$ox<~|7mbLJC!*wmCN0L9 zaTC3M0Dly#1A!71hQXYNS0KjOh*XRfd>7^r&0e$Pm=~mM0aYaTp-2yzR))8B5|RYI zg|GK{pA^bbPRFo}6<`y&YMPYxBiQVct5V?(ohKK}EUYG$Hp}*yn?=|_uv^NlL_iYS zxr*jEA%g{|RYUBX2fWN^TC&MxH|wo7N?XWjlJ&zy6=huk?gMnf6_L1$+0%Kb8zPh~ z3&M&cNJ%JH8l4Z;eGo}`gf8bvon5TVOzRbe-PuW2h4d~sCCoj5je{}c>&T*F!cl0A z#!e1EJ~deo94jwEfQpF#zzs%%*;P6{g}fL`%w(*}G)Vr>j#|h?$bI1&i2u_>+V{J| z&sa`MLQrJQvB89~#q5Oj8x)FwpGvC$|Ndex;Yt5I2R~*&nq45B8^f~LWR;|MJ2@m0 z@iJpC(kA2DMKEo-3hJ>M$R_TNE1)idTb+f~*jg&&TVg*L?us+iA@hrMH4J|_6fUT#T0}v?*|@H< zLo{a)2w39E2|2gO}_>9_h+_RI7BMcO7Xm!H6JC z!WiI)(K+<&fRp}gl#uP4xEnzF9|YmC;siCYNiOkSdQRy4M~^G$O1*YXs5}H%;w*V$x@Vvl2W0tm> z{h~5TRVYgm3S|w6@Niw*6GA&Z)+rd-qJ!Zh zS&?kS#YKOUcSw3u;(UIiBAiMn5e%_Z_njdKM6EvG)cJJ^suR7we^Ra9=Mq;?*Y(Wr z6XL^7sETviw@)*-_buAUWgq714EswB5j9Cd3M-|2yZB&0A7r_wn{(H{h-6i5?n z;0Un`Fucg3vaRCedbqZ~To>96c)zBQ`LiQz`b1VTH0L4peJZ^3Xw0qKW0oGDb+P~K zYujw__RG6BJ$ItnNQ9oIb{G^gXyHlpzW7 zET^AyZ>uk>9=H|S&~Emgb$8DnDD2L3h(&J@9a42axMl=|s>1zMuDC8IK5lW-8+cy~WNDO)}8l=}BbF*(uvTr2P5giE%hL{xa z<%_KoisWMt38h(kjVpRv#^EJDdP)2Fm*`WYf9!1td5rD`hlw7~w2jH^tH|oBD>zKm zYU~jd?-EKa#Ww)Z-YW;+4lCU5y?6U8&l(l^;hT6!*uhW~pO`2;AKP=@?)eW*dH!quwr*f)viizI zePySYM*5!K?t40KJ@2^*^!zIqMFtg?(rK2`A12IoMGw9QRk8=mqAfIE<*RZoOV*f` znU>b|R_vpj5 zmaXz4t6dTvpBW5%tnG{@qB>$1c?UtCtqjB0#uOmzFX)8zpf z_-g4J@=95~hpfKuR!d(d5(|e5|9WWNUoX4UqmA-iYV5zlJBME38!b}meS$tD4m+^H zIz7`@yEgx+(&~Z#ax9v1N*iZ9#26k}hIFYg>sDiiy_=>tb>KTa_knA&Lra@|Y|>>> z^g8Mg;*iwRqyKs8ZOvQNn$4-TuRV9?e?3yL+``Y#FShlK*!Z-x*+X+8GVeufDgW04 zIK~2t?a|(VyL&V5pUK?c^DiG3?}&UQ^??D!+fHUt70W1~VO7ALRkt25srp9#ZovK1 z0r$0J)moXDhu;>y*kzdC|M=i}@WV(HiQec$q9_uHA_tbMmPMr3OwMF~wv=o2{i;PH z-qX|bd=$rL@H6u150TuOgXC7$qf^M~^mc?7Hy~YRaJlc_AB8zh z&CLNhGk4_Fj_pW2+sIY_J1MuB{v|W-WEI>iIc?dLV==TdqpBw(%r7m>FL(Ud)_Xw{m@=!w&K`2hkl&6_}U~r2tujNY)Y1 z(t&Bd=ifV0T6FhM(cPqRpvFh_3249f)2mJodgO!TF_eZ&mjq>u3Ij69kRWHLB2%MW z-NW@}?d$E@=_mEXd*SCg_o8dKZR3nGJLxXu@BW#PMdsI07f+P$#t>6eblEe`tK ztd%`7lRt{QbuTit>gjtd)ruX!kZQ#NPh0lgBP&WHcqY2tHF{fxdx|EtOblxqXqosL z$1ry9%-OSMu{llfO!QDq6ql0HL6`gVMxJe^D6eeq=s+)8Q5yvg;=f!dPe6HJTqsiD zp14@enKw7*;D=}am=2iimt1f3Oz*E|rZzU;Xu^l4ra11;Bf^R^5;C zYxa@O6iH+I{)qL5Nt|7cd}TW9dRh|_n_2fxMf@qH8S(k~K>5nyt9nZe1W12KUQ}C+ME`kx8A&&eu*=IZ2hR2 zo?kOkhQ;2OrAE#;~n z4^<6XhZ}enzLSE@or*{0x3Zi#p>Qn7^U`Z`C<<#Wy46$!t8agsy2R2#ozs#o#p`-i zO+~l9mRr!FtK@xE2WvY!^DSkBo|pspj}GSWaFD}8igL2#Jz4VE(bCx-ts^~J7ezl_ z6#GykmO5F=3DF``$`Csywnw`L-lBO+NVn3bA(DcKPMY(*9W+=n%wud-2UB55Zv=(; z{uJg*^NSoeMmV-PU3!f{Iy%*V8gt{XC_NMZjoE*A4@6H?p*-HoGpB(JWgt_+?nYC)0wbI;P zCh9Ih8+wP1|Kz@2>$vHK)cnmvJJaaauU&pFYkcW|`u)>q@MCYvp%?KNy~`f`*XTO z?f5Sh19e%&%lfV_^Z(`aj$g_XU8>sFR<#A+x*IHJ5d(sO$3S4@XD2L+QVDnj9Rg|P zR-L&45kg9|xz8c_Nz%~(#v20AVXrws+wZ&g= zRJ)UcDB|H9Vpd{2ssbL>EfW0OJl8Y)*KpP?N-xq<6mZOh(VTxDOn)^rP&i@Hw!*S4 z=GOg~OvGV_dXh>lKvtq#J0|FZ8}<)qZlpQ5J)oz-<}F^kL38!k3qR@;5b&TZ;DHN( zY3IRqA|}Y7U(CAUn-Q>gySG|}c{cg?EKs2L@`Cizs`UJS)5|D`NH3`BtE}=YXLLwq zMMfp5Kj=aC9xv`X{{8pkn>)zmdOR}mctmEl|V60e&~Fu(-1V)WogEVp&shY7^e_ z3LpugK6sVu)U$)N`uDZdk_ zM$Y6b%brBb9(?wF?o-n+2QVLPYCxuXrgj_)5Q$r|zjws`9!Q1L%)T(Hp<45n<1rJ{ z9y$WyX&KZsxhZ}ZQr4J;v7p5#y2FQi=$6&)hC@{ckZZ$m8*C}33%dyiXP!*}aBb@5 zojrsf@eDQYOsXm647bxr1-HRSRywo@?fPazRa0s0Kn%hG|#ojCSTjGfuxm({_(jL#4= zDLd-Xb(Bn6bwEou1}?|4H^-rKx5KO@CAg}ES@`_S;(NttB}f14sL2ZgFe_0Ds8+Lp z;)oZ}n=k533200Kx^c@Wb<4>2OILfS58P@gms*Nsy7<6 zR{5S>)eT>?xH`Gwb12+y62jYDPP)}T*u6J5BSwnE>*SqNn=reMP^5K8Ewv@HM@F{$ zF{qPe(K1ZU#0#`jU25%tImB;0c5-NUs%r4R)o>InFo2Pm(WIBmdM|+(F7v?+H4+fu z5L`V}i+%iI?Bl4GuBe7#}L#(?Zt@>uUq4LI9Oe&`l37FDb>}B2X()4QwME2jUU* z0&eSdYHjIjEAw!7_eY3bzaqMuvP2>t+w?i89`h$VP-jAF6S5m{ODd-J>4QNQe_6OR z%G{^5#;W=+AE@IIB9tM7`+&HhF{4LgFSX43Wb-N!1>S4{z555|4##_{kkLs<{oodc<FsC0g5*7;>*x z4huEs#Md`(-Fhw~Lv!?)F^Jn7|MGzbo;}c@o}{V@xh_n7I_utt96i-;Nxnt<9{ta~ zi^_HskqPrF?$}YBKeyR)X4MWU0_tq9ZVF;3(`N49{kXoq9(bb#GZJB8*lk`WMgF9y zN4_N^EzJj5mIm6%zTQbpFukU$D?GX@oEBUCAa6Q0xuKg9i8suD$G+->qN1W3o09BI z^@0XTmZ53!v@#rfus+1`77 zS>Fh9Gb5P3#!6bPW|>;rjf}yAllJ#difQ?3`AKrbYL=ZBlS+y6CT?mFv8w)(oUy9d zK3D5(64CvBh%F{DzB6ZR`;@5s!px?^N4?i=8O;ItIh*u&CT577dW}WEHTqKM*GD6c17oI;`s~8&kQtcqH zkoqt+_BD&M9xs+7t+1yjqp2`cSk=LDV(`-@H(SW4kvj@(pa`;y{42E}S2>F~r?bpdmo=uX04Ij)6&Ebv%JXu6XBOlb+hscxY z1@qI=hT`G|sm_F@919)mCRm2+-3JLdZ$6yG!RkRhhs?ST5vmr|jW;OhLwdHA$U(w5 zB20nJ4P4EC3vq&I=8CCR{1q8Em0kkQ(xFO zeBsT*4|}qReztDew{PDjvr07JYnx%z2_{qru*Z*Cg?xHPUvg1EiA`^kdc z?OPDGgZ-(S?N8MCUVq8nx$W@>{jo-V!o_XRu$KdkHGN>v{ZVsAyg^SqU3LHlZN=%O z897M$QHZ@zpR=^pgNkSYrRStadu2XV$^)9}jjTc-m;{NA8}G1p*aO zPyeTL0G?#G3A(Y2!Yp(19hCR6ZNw6d1EJy~63J-}0;bE;Lfjb~_w@GmM#*j;f9A}T zm-vyHSY*YhJh%cl$_R@Byw;_Tl#<~sHe8g|d3 z;snh4`g-T8j)vlB%WX}c#^}beGy_3E3_U+rfyb@b_0N5gDd47kj(S2{M^1s2H z>d95UZ${qasWQw7Iq|dPsTwfLfy4jA2iO+5sYvC$GQs->r}wA`cs0T(0%1w>^XX4Kpw#ib%d zp)#{BA|N6l%bcRyJ)~;Q<`~&>+rGLt6|A~K_>DG33^pv%0|Ni#{pQJ{F_meJJYv;Sg z*Vk4`k6f}UG5-U*6A<1A(Di(M=Lm%ZGU-q7}?$xmLs>vBu;WONlAO0&^C;Mj8Eq1DHaLZwt zCSNv^$rL2Z6SmM( zTSyOB@XyodAIcsk1=l8(Hw}~>$jeY*0#@bKRvoczff8k){Q5DyaaB`gEmKn-isEpU zr?$nMZ8>S(_G9=JNvSj2<}ArCP0No-D!E;nsR(wHMryNd zHQCt1#y;XG-GeCIHzu9m`1*(WR)R7N#?rPN)9D&n-H*1y*TT|oIiwH4W}Hh&QE}_q z_O3}A$SgfHu&lbhy*;>58Qe$tYG3mPiu&Xt24>7cN{VEF4N}()){Oo!eYX%Vfp%xj4G9sSW2xc&5b{UKMRm zaFdn?Hl`aG7@V|?%FuPz&YnG6B~40A4U`}AZK$tbbi1r94IkS^S?7n;bq$7AwZmlH z$Xwi~HZrgwJbx{QH{JqQn!mokdWG+uEmAAxwY3Qg`Bj4=A|m*L)YMd>^YZe@@AC8W zYhxw4)&~WeP~Y59zFv|d|6@g!y;EzBxQ|vB=j!grw4)A$;~quhO;k3zO3jBs@-oQ(4F&CpNrC5 ziPG#@$luPsU>j65SW@GjQ3Ix79M$}po0sIht01C0j^KBTI(B<*+}NT?qZ5O3d_77a z)n*Vgp+EUAn=K1c(79?k8rkys$)M`l!PT~GtF1u$z*hdo22W2(SzdaXdwQXJde+>u ztdR8Lkml`}`U*TubiviLZMkQT1a!E9}vR5v9|+ls3_EUJ5}LGL#~OOjsKkG`QG zg5#gWG-TRu%{#|29c5B&nVsKGJ0`ewp{O-5Lmn91W+&QmWP+JGIaHmDvuiGQeqgJ+ zYiq6a5zL;!TNKs4E~=d<*s(oTqE2;gecM@|iBhLTsr$t?^~(&^-46|xDubl4x`(mL z3bI{Il-?#vu+Dq@Oq|BgJvEm+H8?B}PGV~OllArWVSy=OfiXn^F}{Agef{E%17FuI zTp!~tS)IGTdHyj=@9pZu!j7a)T72`)Z_TUDV8~M8PK?@nq(oaP(b6!mRP5*KQG#I2 z23h+Cf$Fe8g`=QvUQFjR_-A9`pfF(r_7j^qnc;ZgK3T^;Ny}u(^reFtkRYC4)Oprc zeYPklzv!;>Dm89g3g#?Pgt8r>DYBZHn$q+;rNZomLD{scdQnRMC?)M(X8h{h;Evs* zucCDk?}F`#QyVkXVIoynN?n#flhv49y??eyF`I<|7!g^}(9qx;Ecey@WT^d#SPfli z$-Wqq2wq~VIUlP&?>*9gSxh1~11=8oZ{#k>NaO~OU3sQ8>{@wgvvYg_W_KFuF@n}r%@#ZrY5P6$yB2v z-(TAj+e*y2vGa6ez~;^RtwNTTAH)%RN!yU2ZosxX_YoViO@;!IPD2Z*z22yKQ95ac zzt~)T#$5fGwBxh3fP6)QM8a|_P8+HxXwu`jyUBwu9X3`5E6aQg&2N%Say{{R#K!Y` zMbUqJjmk@U(nV+qoTjx1+cBtNy5@3 zEjD6sWC0{3n6y$?VW_K+3(MugmWiSknxYOuZn{@z>$=mOjSKJni(R?Z*Oz1+yVo{o zT-cpWc~eg=J9Zvq(U7KCX69fPX3{*!Mpty=S&*vkF@b@B#G@-K$FkMwl_N67D%GkeRz=)O-rKKg za8$?LiGuJvr+XhbxdsMCurGik$FiNVZ1zO!gLxZM?tS_G$z|9JA?`AfnG%*4+Oa2e z*sjXeg7(#_ur)Q@T44TV8eEM2{fGPQ*ys2?-XZQW@2eJu&!Bk?@Xt+9h|Js@@RO9Wk=bsb+!E zNdc2}xg8*%Iy$NPPDFX2%!!TZ%JRb7U>3n7P7)#h{SFFmOcdVOEiB%hSSTI=b%``7 zBGoA4I+`o(w-Hf;mPA{cvOLhi9ZH>=xFxa3sxx%*=*;t6R2JS2J8@Nbg+je=ObqleFlsb|p8P#($cF5gE=Hf6J)&yg_qArRK zfE`GQhF(aMs?($-Fx>dnuYj3~{GkKzb$PbwD%E%KRE1os(4;A$s$vsO%}AHvR9I+up(0H+TjQy# z(Wn$q)g`J;=E_Z(Cxy39YQaROLhGDQCp%KtdQ#81d5Cj!yooxVp9$7`-$eVfiI!vs zNYq?^xv0`L9XkXaJ7^j7#P+o$N+hHRDi62X$F|wifo4ZHHjf6w6EI5( zTIoIQw|h)k>dF zUyE&d4Vtf{eXVEvS`zfV>KYsA`|LvD&4tZJ$sV|C7ktl-Awk!vm9bi~^~!8-)TUjp z)nG?|c7W2ZyGymu z&E=^#7RAkQyRIQ~#33!mfr&|^)rGY*Vs!JKg=x?aJE4kBj-0dQ;VfsxEK;XlE-ow6 zkkLi23c*d7ZKXkVxxrJUQsbZt#^6F}eHc2C>`v#7-nv&gg{a+=ZRdx+cNKi9$Xnvv zvD3N2KM0&`mQqdTF0C*>^mJ`78GayeM;Ln-K429=mBzti&5P;2UJ~5GQ|??1hN*&J z@i&|6Q*({jnWEQCds5xLQVT(J{aI^BJI6x%YT3#o-#d4naPB2e3W!ds5*;e>XeWuJ zi74Az$|)o5q*^$(L-n{$s&GJE@#{|d2_2Rsl-ccFzp5SmsCeqQFPkX zXs;6DKsdkxP7w4rHe*hF9;&$<8q`@3rQ>#GAql4WPI2ZP+s!M2NhVzHzXgi9@LF!r z0Q1c8SYFc0?wz3rSG{5NV3BPnD1NmWr}7pBrWaNBwhY#EH0tOpEn1V~4}YmK51npYaVi>3bx9ZJGJ~4FO^ro{z`kN$XR3+b_^;UX$>9DW-}xWwHXa0F`@12_Q+2rwkJBP6Jf<)lVpR!QU`E!~}Z1eEgX5bQE)TKUg_YMO4%4BI z%`m^2nwFQ^vlgNPpV*lP#VV@xyNS)?)TEL%D2a=vy)&qpzTknOvcj9wm)})$F z*UfTLec>D~x&lzA)<>cYh*fst=oU}pSN7F3!h}3g6kK1Vy9|OT^^}bIAu;1YM8*S7 zF|36tM@K-2^HN84xK9azA?e-rp~6Id%UOF%6$T

oB$TuGC?=A0 z+DZh4{no11AngaJ8NNxg;`5i4L6A77I`WB_UG`18?OTN*<5w;5EL~zUXyl#pbg$|* zUKF|fa|rsiP8s#&mLVVp?h*)Ak$?j1;mAEehP^aKH}JPGxfdtHw(Uu?(r?u=eJ7MZ z4Q1-i<$aBsnh#^@Kg_Ed14^s-LJ3~Gr5We`oh=e_6U7N7D{En4SbBc#z=BPx^}KYb zACE_XUl=bfjK2<1m--TFRC<1SM*iPQ4<{#Q7?%bHHU@6Km!0OeE&Z(j(F~*W%d0-a)dG&RYH6L zWzFmJbV`;Lz<`q!HlKa=SqgyDCJW%7)bQ~n$WKL$iGDXuvLCfr&EwqknlpF@1KueD zx*Ie&``8Sv7VOVRvY1#vaje?a5y-+{%`m*RYWUEhg`-)0SEb|R+K$Vsa!}rIIP2f~ z*s)^*U#p_n3;Ww6&U)&gnNMjnL}zT6yezLm8!P4R+wOI5CzfB@JAqloz&c?VgEqqh zhc%=%l3P_Zd{$L>q@tpN*T}xtXj6cJd`0vq)sQq|c4W*;l1TdMsoYtAI7d&dD}2oD z#$yZMLN&#myegugM$Ns>PBoo9wrv+F3T?>9H5D9?Bmgw1hTQ<@N)?yT?i=i@ z9US32vuN0^k-_yDm>E!J7dZ!K0i+S*82X3irG@5U8rl?cqETyr+M(TvMq%IN8{qp$ z&{7hH&PbiO))hIbrh1M0&U7XCgMr)x=$wcdv%!|A<#UJfShup+$oixE{7E);)JWo5 z=Ca-O(vFM zJ#mqs?gZ3Hv%tHe>W=Ok35vr>FAsI9d&{Yg^Vs7UR4}#_V(yKPxiZ}+Ixh1ke=N`% zLO|ffPd-#c*Ko80QO}#eHD12BYed>yU)@q)9i{1{SwN_&1~xXWKLV(Ab_J7IMygAE zy%QZJJ>-IUP~L_}Nrb8*zYR*J?9U2poBCK(!)bn~X_Z$)o7}uAD$4nc8N|0;@1n1F zEGk0cV@KcuOG^lwiOldR+3S)awq>so`a-h^%mgE|(G}~BCh5yr9$NAMLm5jECA}uj z;qC20(gH)$C{Kr^+J&T&wL3xtx;UZ=v(j*eBk$=P;jy%M{SYNO${k!%8P^Ch<#T=z zs!4W)EQB!1m^VmDXe`;mI=3-Bv#gHgNc>PW8lu=dM8TF6(KxF0^LuwfGNcfw1}>-) zOm;zVuzoXoq6q~*Z)8lfgCiuDptTV} zYk?w+dttUpMk}}t(`$qRLcyih zdE*GjRGC-o7?{>GQ0jc*UD+rm7TpMdSVg?9swC}2_9<>P4pY?L<0~vECEo0gNT~Lp4Z~Dl9Na7&TL}97{&y#L&bvI1SPVYv!49|{s6`;P9I2RM`q*N5TXBj zc;nyCd{8snsebnMM9&yPxEgA(B!b&j@xT0ma_rm^8cO)n$t9KTeE>GlQMI!~xf!$MDr_R8b6O|BvDMMQYbx1U5Fh#@9y>dRDOXWCTus< zz35P>!Bq}f_SKLkW*(mIXP-c9TAXuuPFliUwbPM|cjfC;R&P>9 z0ZNhCfT+ZrMZTpyN3gihP-iKUeBXf`A|UYYQuUu)w0{y5=L_}@OIhU!;0$0XBT=o< zI3mkqSApc9?uRvQTU6@_JwcxCqA|5B`B*2AZa9CEZ0y+?v==3St%FI5^KavY2hlhA zWa!fJ?AIJ?H?Wx)%sL>N@QS>TF29M+R^Mu>BLqVk0-*BLJnCCcje!!%Y{KN6hZ?k9 zfh3#)t>rW!bu!x3tsG0(zzW;?KF3ox>1SdNI{&RJ~7GLRObL(Mbp`% zo;M@QGk74nvS4B8bM%z{(3!o6{3Sj8FuhHncYl4+w&k1 zf~|J;2eyMu^0es2Gp$n7KdU-=!2kn6KT{npd`(h$dddKercqnU1Yo38i{@||`2_T; z&;nXVV2yF9dxHo7UWDmBw?=E(9_Ii>B=cfXJjO<*g@Z>WAshxp77BU$HJ$o!x}k@@U^X~)yK9(4s36h$cnZ%QvC0mRKGQ2a>SK)d|W?tt_#eLLMuV|5cUy3c7kKcoP8q z@t=EHtlPQ+@KXskOg!2^-kT)3*FNK3%Ue=Bba4(KVA?pGl+t`syLR=&JHB=3HAqE< z&mWNPHOYi$OkIQ*xUoq=HLR*oW>hukRrb&Y(}=)ODg9RNydT~vUXHo|1&U?xo1|I3 z)op#NS*8JR+Q8rhlVXSZnFVz-XJ#$=^*CTRnewL5yDxJ{2AN`)Ne9=z_s^c!X-e@-|=&(cZA0_^IxUcy4 z$;SYhJpY!?Kg;oZh?~_Pi`;vJe^Ts(VDEZ^$SQ%aIm3V7H*#A`Yk(<3-J%MhW|1S@ zdn%^psZ%e0G}BH3;?63Y{ls?%i;tvKWtG*v*l}i-|Fi;KS>3WHRv#=&_(zqV?S`>U z10qlL4K3=scvb5G@HQmEzsk6gq?i*c2Czp0(vepQY?$<{qUr=ePO?p<4#^Zk z3nd<3oXc^9J*j^l3NRjzh~QvRCGtZ}$j4)krFf&7HNk$?4vlF+r7kB*J8a#V75)3n z@~`dFJcxCwZYKh0vooP?D4$p@I>uD(B9?sEBZY_#er`MnZr1bLgS_jJ13x;W%Lh3w#z9|pYc`= z)*;_E?xgmOjuISaOq|yH0}X6=_e+}fi-Dmy znkiZ=Bq>yvH>H((5**d7>~jb^T&>_Wi9c@)ESp0JFfnsY`AloUYYD^ zf9i)NJtOKu)t)g5XH{R|HyCNGo^hsn!dMrEqw+?q!Su{2e-B_ z$R$Va|5{P|cG)SWWh@u0 z8S((EMi6**$yL?M4?LC!l{@vQmh1uxEURvQ`aOR^gE?~!67J8a5)HRgpsQU`mJ(U5bU!KSX19rW<@`-`(4A~LI)fZKU7g$K|pyM z8R}QTf7iQjg@1=E2Uekas)3>pScR7Y28|_5IjCwcRkK+FR-vxNI)<+;WAU!^PGlNg z0T=-F5S;-0TqYoi#R4P*3)GOzpNL4NaL&eVt`INGwnR{a6ZLq0oqrDh97&1+#q4cM zyuTp5VD{e%S(vU(-cr9DG69=WKVbqRf3Y-ZrA=<@N)LHBC%)Qhn}f53ddNQG(2PNU z+xx59okG!~`hqgxW~qik%f5rt_d&~kjxy7-1YlbZJYo_ye;6k?ENyubDS zvUX>mty99dHjve$SG!+}`+qHwz?!<|WWIgFLeq?pdhY=N$fe)?ie}X7XEFNm2j>zh9gUi}i|x zN~vgnNJ-!Y#dNmN1qNOaqvN`&y<3EGv>ns{mi$VJN8kmfe{89x+D?!f0JwzWketu8 zKU=2+oj4YM3_0dlj5^XX_ubc>55QUqHiQ$(DUMQBqiYK;Ftl%+&Ke^j4N}{9P!#$% zszPhcoX@{zUJGJjU=|C4f6(?H?;T)YKLirUH&`d+BvB4ZdZ0j1E^7B+jbK?g`CysA zqFnQIp|2tdc_olh7fq;ihljOJDGJYZv zp)uv!eQRmw&cxhp4K#yOy-d1}B~>AAcCf);BY#uWZjK81sZ#X2R0%9K($YDT<{x6f zk_nOn4%1RBrZRxf7+>s2x=_txEQJ2wP7CTE`W8#heOL4Ptzqkn8@O1CCV$Zn#gq=Y zhZWUq4s(uC(4tF;g7w5Gw@wDqDhie{?;W60?G6_CYx#twPC{folA&5>mD?CQX|_E; zA+SPNAa7C8={3b&lArv=Ah7ZfFDg!YJ3H6Z6W0R+{h#S|X(RL&UaO(|d!zm6X4M>hich>XfMzmQI4nniBC zg>D2PGG*md_E}j7&$Az64RM>v3P&ux=kj9g-*D7YG_-75Gt;$|_-FkukcLA>at;sv z_Jd#G93QjuXcdrK?XGq0UBqRiLxv2Y{-Q#~U_(LL&4$7+(}>@uFgbRvq5hJ}e!h_{ z(+qUS{sZj>h&Ct?va&}SSNMo>z#)044)pMZ|1Z4d*VKrAs}}snwI%sAU@BLyE{p^w zyF26|_shbn&!bn`dWNl}O%@&Bz|E%vzJq=nH24L1&;s9u{;OIqz_K2eCskzhz(|+* z;OvcZNv!*h(g{VPBiuCU73;+O=Uood({ZP$JcAYW9)$3Ay zU6xkP$n2(xIBMok?9Ae%U+m<@sM&I1nBC9>{UX9E)q3mo4O{q|KV7xea?J|o ze|jFGEc{bFuP)~B62H_ARAF5ASl*v(+(ZK~l)`92ITre(*;WdZphbl~U`mEi!(4A5xyPdNlqxmW4Yt|v zk)ff6ONsvWh$-NHA@et0xHgD=1pXMf9-NEND4d^Gt*wY2cyL2lMOjQKXX@0PYekKl z$Pr49ST0pASg^1rWSqI3WZbvAwpG&Q5y_7UaD{2+RcxKM^2+^5vxF2xZx|Nx$9Iz8 z|0p;FCz7?qSG{_xO#>HM**9*mSJ2YO&S#NwW>!tqoZmFbj1k$xhZeTsq%=8fvWA#T zD$S^&wBFE4t@Zlg0bR`W?y+M*DSLRuiPj5~hgc?Jz*S6cOGvtZa=wF~He*OkmQM=_ z4SEL)z_2$$Xgn5UG=`Yq-X7drDx~EFJCZbu5bw&)cp2GcB9bq?FOhZ)JRPpVi<-%m!T>E>#aiv_RrP zPf4o&eW1>bHo5m}KVEan3d0=ODppLKVP}^lIt20{>%({DXOBJlXpqo~uvolWh9fxdD}s>1YzbQ|DG>HIQ)L1?f$koj5NixH@yrFWHN2+ zrjVt;9yKPemP-9q&J3%`qotK+oi(6-jfoH;^6Ov~qKg`QbfN%w!dl2?D0`d5xV52c zX5aqqv-GAEub3=)IetdEU$*acCpPHO^jn)CWGil9tEDAZ)n`9QyxF)3B5n1~Zt2gW zSb>7e-qwc)OcMrdn}8yU*UKGR&Wyn*hCBIATrVD$^A%v zSA&Q8{0Aqr&kjUaFL6LORM;YzJ=N0&Am5xhx7nl4YtG@q#!ZlUYgKCh=g9qn}-Z`w9n6;`Pwfb=3R8{PtD~J`Ay$E2;A+ikiA!6V0#`U> z+~1CopRxvWz%^@;h{~}%JlN!71r7$6K31UQ87AfiTd=|ic!Z{S(Q4)5b8dg)exg3J z+tjhCz)lnhj0dbWB*0obWnXKF`4(qlfm*od9sHomB*C2Ps>5b#K~P6Ru~^T_bd15B zlO*AGqI-*5&m9qK2v|f}RvL~vGup@JM%?{s`My?e-aRSRTM8}oev;0Q9Aa}72 znfz)?Bdg6PpAaQ+5mgem>fq*2*ySxTF7Ax#^ZUVrDIR{FlEzI9@K3tuSs;^ZgteH; z^DKz!U{lOtE4r}j>>7@`s180JAAEfF6Jf+Aw4&Za3jLN2vuf^o)pF%Fk3^;k7wM1P zliw=Pxu#+n$8llP$I5@}oK`!)LB`;Zs-GWqR&2(_RmEJfPxD2?r2FuCojNb`gpCU| zAFb2EUsV=faWfSwglnlGYP_`@;TnGR!?^hPG;MZ40qjtQ(g!-#s^iw7u#dM~zQzhO zO=|1>IbiY;vnsn8qpQ2(VrZYl(kAyhK5$Lt`ctMaQeU*~jVd||w9ndvWO@tbs}9yE z1v}|^K1pYNu#Fw~p9!|(3apbL%?_b&l(J}5dAYUu^)!0$ifsj^g^{C+u!)RZ3{*<- zvQgkQxK>Scgf)hs*^k||xEBt0Q+QIIUvK|tkf1xN*yxys_MkrK+8k{1n#<8FXOXpO zsiuFmPPB)_=A>AFdSlb&{aMz#*~4pU11GcRf6TF{4y7*i}Lna=Y1zQa`fj57urZ&2AjE(LDyuR z?5n=0ZT0$TE*{}ekEuqlx}V$%IR|z(O~h&M&~6A^YyOizq?y42O5}`|5qgpjPlz^^ zb1rk%2w+^#Fe|HZzh<4VJ6qo6ZGCt^kU~GT@`<2s^SSno1j(?^n*PiO9hy|?XmKuq z;8{^}qt`-9q?*vqXF-d9%hD%aq(pqmp zS95}dx#Q$yOXK>0=>WFZYS!}c_&)w=8X`tSpnh*b05~`YzgzITO|__bmK=~M4q8|p z8EkFrt5&xpJyo1#@-#Yqz#(hyuC$C<8*5Ct4#e z)=KKLpjj2*@HJD;<`Kib8m~2L1F{I%ls;jarU3_=)GO~(ueItN>l|@E#fRBK)1J%V zn?*ZJheHQV81F>S6O4#;X})8Yjiov4-iK!IP&up_;1cjxlhaB|6m<3 zm+#HvVXQN($+eKe`^bNH>(F-5AOEZJIEXCLV9jWujtP5!t)bpm>(K|h!!$&^rI;8U zNB1%JuPJ+b-$bmSOTPTUVQKa32I?JHb;z~5So8R=JyW>qT63E2Zp}EReJ#MUB@dYb ztP-58EpT8Sb5W5t|JesMu-dTW`KO#sne#!a6zRR}rqR?#34- z1e>N9g|yMj=br_jZ_gf*@x^M_)hlfuNL#~<)F+5$)tT58lT203Efv@twt0x7=oXhA z2xmN)xLEMS?SK03{f!;zlO2v(JsJ|Hpm1v#!hs;oiA{b@WHwQmqgsOA?i#0KLq);a z62-WrdY{WWgmk2kDkZBvnbeC%40XrURS1ddz67z}nrBy8XSO_Eyx#r-e&;L%P<0jp z;GgB)88f6%O~A%^GiHpX}_yGx~N$cvAFAAuNUd7l74u&<@P?Z?;5s8Q zXl<)Mr_b$~Hb3#EVjNx`Cf+y@FK+YxfCyLjB|Y}xpwIG&VFO#l0qaBT7-Z2Dy#9LF zqto%V~N6RPqr~#wx|pzKS*qi-@4*L<}az~t>M~K zS^)gX?dbdCisBSvLCew*$**~7$ggPl|7?9ps%{ilu{75~2U(aiYw ztCPgS5_!%*i_~z6kGdQhs@PQOL!}`Ms)M1gMSn2ZAAP?%WZXwR2WuwW?bhMDgEIyM zc~YVXJF@~eV5jT34oC2UCF0N&EL^J|5j2z8gnz7DC5p zYg8JBOdk-mZMve{H!}v9F&~evinJW=1DnbHHKTD3d(NzVEa}D8nmaJpiPdM^H-X!z zVjIZ6`S=DXy<3>XxA)^YQ(rTmmI#X`jX~1EO3rd_oK>^aQTz8a z$RCE*_SJvKE;AH?gTlDo47YGSVQW=NJYOoCUD&?e6OTR`rc8FU%9-D^)EB|U1RT_o zbeX}&&mhh1H8wj+pY5dA!%V_@1o+s=TIXC+f&Mg;+&i*FX~@-DI0?W_|CAMwSz+Ik zAF=X2^JkHiBu%zHsrmx^CNfI-L>Ne4sXy!G1nY^a4v_pDBHHx&1!&~U=fuhLWCWFe zSS3`go>maBsx=A#cZf#rH=}lWnR)i6f}~BgauYK>6khYl7-Dtt(6o8MLjNngf0+ex$I9~ZVHiUo1 z2Joh4fG9*QwBWvS^#?0v3;87=CXlly*1L}7aXgwF|BhFAh~|dZQEPog>9SPab*OvW zQc9=o!IewBW^2uT9kplz3NUUx)ddS}z}iTApI+z{*wdxsR(T+bkfK|=)V3Qa@>tl} z5HqZ+lTWZBmBp*NgXHzDnI1z_*Y`^x=w(m9cm_nW+bd?xN?Yf$HOsv>@+PN~;mR*? z25<^?l3M1%QS0q)B&Z%%2PshM@?v?Fb|=@0HG~s@&jr%iiQ`rVa-4izOB$c7*D1c>r#Q?iE0k`pSzh|ibe~gUtvQQ@-t)jzZEgrOii4Y*itd(E67$^^ znndF!Vk;ss4JAY^VgvCNH1U3n7GVtz`8~_kWvKu1bKq9M=Y&AA+(Pd2hYywTF$$bw z>VrHgHl?(EJKSI!?Awp7-ED{xt#E54F?+m(x+Vyy1#!oe3UZ!RWq99v%n8%Mg*A1kd8-TX*P1uc7F-}bBsRDxC4qgx$@ltO7*HwoxpBDso z$G{3!1%}pPca_3<@0FA>JQLS->?5~Geu^7b1ZJjt;@4i5DQ$}|OKNg#*S#=vhN9bi zZ1eirQJm)rp_A~fo}uA5tD?kvBVXiSfL~r3wIGN>LV%#qtVc9DVA}tj^{E8C79ksE zA=)|DT4CTwvR}QHQaRl739Lm{Rp+WRY{yB1yI?ylD2?*_4ABiAck0zFr^z#@K#c5& zwL?g9KcIPm9lHewP6f7~OE!(Bc5{Mi`xBjpsSz*3#B|}Sp=(JSM2h=}vvv###SsWK z6V1mYH83~x%@nZ-(^xU?lu7B{G20bn6g!+U#kRr>BhcSD-e=(x;&7rle;<8+wWTrN z8EG`(A5Lu}FZ1&m4tnb^8Aq7I%k^6`gSvgw$rhh4T45?iVB{Ea>Zt*D&6C`bS1RVQ z=$tji3kpQSi_O68?DAsp8Ka*bNi*hVxmq>Y>zpZCI!wIo1#co3w(|T{Q zXjGknq-1{&`)YPYg28eo|5ak5-`3xk`UNNG5*nVN-83&Z_ufb(kk1$T+FImSsD(_0 zd$(NE@eJ2_Z+x&p?qXHD4V241O(|W@^cp7esm9tzXJ$Q6wegV6_#4yq;82J`k*GzG z;uj2{h!i{i7xHPA1 z=z6( zw$^HE7S2oeIkm;hFr6IuY9(^wSkC!?;hZ9GvYLk}pGf$}(Y8lt7b>k2UI>*82{DHu z;L=iZ?^GD>$7-Wd`NScGa1ELAZ5Rr3(citn^2FTV4O?ngLU~^SmWdj|hoe!<%8q6?;ZRwJU$4I%mNa zTHiQ?jTtNvqa=9YGuFL?7xosqq_|S*w`REj&s8Ftb|X5{{QRUI`2qGV3m9H33&vRE z2B$6X;P2tWxx9m-+^ZG}7M#d7Zh>aer0f zmyhqRM`U5LNo!N0%xSVKBdd7{U1WNTHa%TL+5hk2KnU`tH4FyDIFB00QL-D9`SRs%Ol$&C2?y!Cg7IVh7D(uIUj~oA=F+LbLQTu)DC<#M0iQW&M?kDnK{vQ zlzT^y_omxk!`B^{!wU#P%pnGgSX_LcFf>)n=ldY|EUlrVUY|6X$(SOpgpUe%Av$jM zD1t1p{QW*pLkBTcMFZf0TBBpyu8ikA<}U?^|H`Rt<<#lL)AkHz#gar4|B+Ga*o(>5$;!7(iHp`^?5FiJ!~x>Yf<=(!gC@@_DK2i0R#m$3B&57U|)N13sSS!*7Q zIX<}{V06Dx6^J{+r!GQ0n${Ev%K<-0$WtvKrZMYx1wm8qjkNE>R*1Qgvdw}^Y!K+c zJ0EwN++NfBYRVWh?nVaqw}8;sRc6G-#j>V2YcAo32@90B8Ngk_z|Pmhpg5amAo+Q~ zpRsw%`VZDDE{h(EZ`=^wSEEz2B~cDXhtTnM=8TPpHiA3LQ~ra&f*iW%()8|}rmuZ? zN}??K)BNuxG*!HisI|OG$2u|y#Nky=JV928K)yMex!Q)z*xa{lu`#+_v1WOv*@$cw zzhRvKZmKZ76ALWAv~8Zbqvo&gk7mtioD2~=Q-kOsv$U{s>;&9HR7R%pH!ju=oGF@N zWz&Rx^k%D~N=r$Q3CjLy=(slFn~9ve*Xx#>?Bxyp_uP2ba}`VG{{_XR$#LzJ4}sbC z_QKp{yftsy(IUsHqB+&qrlcXs##StBa)hFgaV*}ZxzWXzqSO>wI%RxCu!zH00ry+p z@36?)4uW1xfH;cNc9dW--j;TQ<18_wcTd@HXyYO1PxT|sa~u9z(R9BXOlYRrTeX~j zjTXsdG|QeKQNDbz;{kCtvVXo(r03sLCg2S_V0hH$ox->o7s$9rG?7;7g002@CdQ&n&k)?Gsyhki1~jh zVwz&Gl@iP?gl6W}tgQQ&2syNsX1{P9)2~wG=9M7dHdK+a>}}1;&^{6kA63R!Z#_>L57d|18;s}3esp#9bK%D;scj0uldp_EK)yEmJI2n>PK|Q`A z#)3{Iiq6|+`mPnfAwxIYT-8@u#elm|J%wT$pazuV^=o>g(h;6Q!^|$Q6Rc-%vk>4h z7}9|8MZZ<#In)S}&CpYePz*a2TzO-db(P(`P>tXit^S_DQUH3sP6)1o@2W3Y$!v?z z%BQFf8M+hM{bp|Se}DN=?8X{J)IT^iJYPq_i4hR*zmRP2>ubhhT<%l2eg^D-9mNm> z#)=BpoAmLa3V=z|;(1X0;RW*-Ina`gFMj1$72G=VyKIhE{c1FlF4>RNRJV-!0Ub$1 zT?v9L#8_o}>3&AgJWKO2OaHlewu3q==j62co&JirT)h&(yn&Kfg4g^`P_u~1ek$~; zIH5hELmUD&KBO+7V5~WW4c3={1|?C0=KSABlqq=IPeT0uj>X3~66NetgoK}(Swm?F zGD=<)=%l?bAKXAB(ju+d@~nl%=fZVDzfNSky=FGXuW^`#v{~(OOi`jYBi5`kkj)E^ zcqWuF5*Bdu(FURsjMoy}tc3p&;k*W4Y+zZMq$%d2K7EQizDE!{Mb32QzEufqXxm}; zbxCYQ_c(!FqL1|M*9LI#0qMh6&Iue_76v7? zn7e2M>)#Y}Z zt)nV_((LWD5yV#r;gpQfgMugK;PH9rR7w!9T{j4c{hy%LY1YByqhFad6b5`#<`t%d z5OhTUsN3;-?+;+Qgr=x3YkN0uKAGSd!$xP#_56zK zKi??er#6OP-btouQXNG90DR#fHa1SjIL7CHnh~%usCp$F5At%WBQ4>s`x9FoPQZ~5 z->VX4?G%{NFVR!m@sxFQvHP43Ez25w97kR9u2~S%so3l!xZ=Na+XUwWmrn;1wh51Fwjcd1DZY>#_VzkobA3ICE24dirTg?(^ z;qx<=^iZ7m^5w{=9`IANKBP$5b8A(HBxxOd8aUZcFYJ8I86O!rnih?K>6X*;+;2UM zI~)-=j|_j)bsyfpAq?-vH+AyBW@kpbEAxwvBvcF@72yoH(n)e#+Oglhc7NYCfuG}= zYIS0K$*Tw-{$}b?kJ_Dghqk)B_?+z(_Xgy%J6AnB(JUfaEEuhHGc4y333rIFV|*Fc zW6Z4S&dZ0tnddv*Inj&mkk(;1D;%$t)Me?e=OUx<3^)5xTTfj{^T}KL)~3^ya{06o zCJ^t9cnLme_r%9EbEZ3Qe9yt9*0Nt{=L`65dwe}(C^z2tcUO<(Vtcol(ICp#Kd|{> z$@LFTbd9SW(B+4L-6UbBNaqR?Vdm)HtpnVk*h940gwbV|#oPghMyuWLMNViv`MXDV z*lm&)?14RF+J|j6gz;~)J!J5@HumrIpSq>hmg$MF!gKNA=-yvmIUoCaudUNJN(-Pp zFFGtqw0lSvj|U7eFob+rh634TRKILjhi_;%k=PG`Tf}pN`7>Ytrfa*~IJ438b_7^V zCP{wl+L+VQ^pJ|I-h}Mx%i_{TO~En7rs4>ZbDKRRtp;?H;ueo?9rp3Z>rZ#>(s}IO z_izEDctBf=sm1ekoYnz8Uzqq&PmGT1u^oS zN}g}U6htn4* z{{t&tuvaG6z5F-q@~5dqy48MH_gP%@w;*vn zPwBnimw* zs_EvIm*@!z$mj?S#kqg94ZvlApC2^DDG}SF{ndvK$G*Jhm?ztn%^^E^{09Ykxq!pS(!D%kGop5*lc zAt)^qpkNQWAo6@I%?KI_n$LLl9NTP<+1@0r7M|!R+F$$RuiRmkFt20@3fp`tRr`GO z({Tc-L%Ju2;HXXaiT({d=PBj=ScO^ zn2p(@-HoMb5AQEPUhO~LW&@Q`8=hf{HmcZ-kBJfOL3j$W8G&MVN~vP&ig&!}kg~s` zW7`{-+DBv&NS(sEl#4H#7>iWJ@YUWG4fRWC+OP}XjSXytXEXogxUrXi+uU(+ozO3? z$|h_I{00~4WWk~kd>TbzX@{_qx42pcn3=M8!aT+uq}xKm4Yi-#Ug~9I#n9$e5%NsT zgu@DFHZYKkEv*Y|_}-FkPWvQxldtYK*z1syy2j_9M;2}NeRN_zqVL13G#S|wY>SnV zhZNgp_>OLc)Y>RuW7p%yv!&EZ=Ps%ER=|kFy7weuV%gZ>^6D+s>TkgKkWQq*Xf69s zE3dE_TO4D0Ap-U}kEPtyRGZ!OX$;o%U~l+h^D<BWBNGCP*$Zcl4FWB366G5ZI$B5*c5drA^xN zr#CmA(;kV9yJd2-XKa%|3IhO}C3wx2%picwOaQ+7n=p}YBUrzmi=Ln64!at5LmLmM z+aq{O6Y;5zo^|iq(~o8C7~*Ol;!V+=!-_zje|d%f_Dr9!`Cq=LK~Px}+3x1-6~=Ce zz7v)U!ho_GsjBoxe2t3@&cOZkOJ@hi_4=4pTqq4I{9b0`Rla>jtkfD1a zG!hydN*r|vdI~N*6@h#>-p3;|)5mcvtTGan`5T4!bNA7<(pV^s!ieyIH)j7{Y!!S3 z?ynvF$KPn*t{uEGVZy~Cd?><4Z#KJ}|0l|t*?KSXV(BF_Ber`1nJc`LUs<#iM*9p5 ziyL7sN1RILZVt)vtD;B3-XU_rr%Z|xn>_m-@6%_TG-b<*j~~ZBb2@^np?eBP$^#Y@ z`94d*{;iKJh+OwLzjqYn$Z9!j_R=8bZaHZ?`t^QTT8pa?@|9Q|c}XWRwb}{C8FCQv zhVztN88GUQ1^<)WmskYXw7VP-8F3ol#)H1hW!;umy=q2v+0+Mltl#)oz7_VeFRQ#o zOW4-z?YSfJm|0`6f2aMFieSh6kM9}2gIR62*_|`F;F;OB67I=6dPfQmPyf;KTTvjU zwC^%m7%$!a}3+<1~o_?+Znp2b6fk7AA^8{u#LXlq}0!A9# z?A-xe5z3!gUlfZ`MJKpL!pG~6&IZ2enmagbSM;j&y9jkYH(ODKImoI(8iZ4!S;jyA z(&*GeVxru}$wmGhS=8?E$S3hETs8ARys=axA?0B9y?$ zb;u60RWj1O0Ci%GC-k_VG?}sL5cxoKubuFO8; zm=$T6|Jm%+us`%yDx#e)f~D$rqdr=%^J3IFJX6kB`*ka^T4m`sp}d(Do>3_D~a zb^kt7oa}?(ZqSt}Ky@F&w4KovLHF^;?@SOOU^UP!KXxoZ7@-)8A`z}@S&eBm!(tt; zdFiP@Vrzw~B;ZbPpYh*7O5ED&N=jN=h7TyTIe@}oB>X3U5AXxIVf-tvZff0Ybic7< z-)fJfbO=jy7~cYKii9iL$}u8E!x=6CZPkfZm1-^w%67&vHzpAwNRa{SUGSo)16e*O@pLNMG z7Vy5(%9{`QvMF+k)W>n`tD8Os;K3!Bq0~L28R|7ls^$)a=*JW-XUfD_{SqwP{rEwo zB_WRX5w?1OMhWSzblUh=THS4Swv9Pik~lVd?3L;INV{*hBK7SLoz!ovG=)##T=q-{ zqI=p#jHFOc2NUGk_qm$$xBd&H-H*eu{9%FS*fC5?xICY4GwNIZ9?5o)v_mvKkSfP! zBgbQ%_8<0M;T`^I13nQcIp9omeDB!-t4^}8k=KtYp<@W*9lv)uRPzNt5e&ce;|DC!fD@E z1i1%Duf1L`OlVd&q$Rf#DiT>{aJg|a<73vF^yq8zJ3X=^{q)?y#}+O)cnH*4Sj~PA zizID9|Iou>CsM4LY_`^ijb;PZare!Ywt6w^0%T&p#JpP9i7FL z_Hjm6R0$Nc=PzGbjkf9K$G7J^^~35fj&?&Oz*AowJv;ZzqMso+WUHWFfQ@Jdfxm+I zBzTv~VO(DDV*0%`gMX-2y4!^SwDVJ~s_*9NZY z--lMrY>&6vPaQjUY~14#7#MM!Kv<5@{YBq^d{u;R((`~E=Job1-cLToG+`&!n2Yu* zOv7Wogg4oBGCgez!lq!wRq7jNaP!{*<={}W@6&mC>#;@4EzH$wc^2IVZ21ueeCYUm zZ^S+}rZTfZFzw~d&B;*(wovfQD-KA<_W{-1NF2Ka&Tn5|v@OksYT?(re{q6^xi_0| z;<2t9A0w@`+q9w2)3a@vf-B72kjp`rTa14bm^0An5NkeR41!H*6d@~Zg|^L^jjIr( z=U4S-?x)MpTpsY-QJ|`dZ6M;qcg%)qa4b0eRTPFp8~4Z6kA$p>Bt03)YlF0hPwbV% zeI4~`t1p`|BNp;EIqrVkaqPFTPfpF2M)d=hyF#M<^lU90yOZ080YvV8ywC27^H2zc zO?Nju;{Do;!X5y<#(zV+exEh3+5G_a`cR;?Wkls)%U( z6`lVpWvm$z(747t4KbVhXkEv99(0CBfYfrJXgNnG*KJtGy)XA#;QUxbPWG|Gi6<`tNO2YRE5bEF zo~Y}NPl53pq*4RptZ;*L<3)4CfPlyy0prB;7!`n4kEfeGy5@yY{OxY&Wn6o)A?%oE zfcnx?T`&n?E$Oph_n+Tp&inJ*f0>8uxBAlbY-#DlxAEYqh_1)u+DfzM*yc2U3XK~; zRLiMCf}3K79TmusOOlwQ%%}@#Yy;ZV5}Mm%vw3M!YTF}m$l*U*XB3B84i@3T3Gear z(@$TWA|WnV&FM--Zx!K%!~#x$DlK+G(tg>p<;6p!wGX(ggLVhOEJv|9dl+0s>LYb; z7NT}n*$6OZ_W6nx5VYPhX^giKl;<5r+J-(hi1aRCp6_@MV*3L5QW9o)>(VuYwVjK2 z+wgkpF1?T=zT8qlfyvsN703*0?x2cI3EB-X(vG|JOk;8dR0Pp9yMy7XpMAg6@c#+8 zwHipd7a$ID%czrYe3{AO5dHe=tPe=Z8~6lZ5^t>3t{r4X0nl1)ICO{Xx))SA4-#D1 z-6!jn08waG-$N#pkY2+?Dzrfwq=z{yWz5O1AD7yJbw0mWXn7bu(#~4<^Hj&8;}@^$ z)XTaPcOdt7aS-fM>fWyVsOGIsby#%9-T;48 zMnHQj3EhGNS9ayrvF7sN>Js@g_gQgpofCp4nx*LmtZ;lEk~kh zvB9$OLuwU1wC|cPj<)?cV{Xx(y5|laJT)6BNeEbGw+hdXt9(EUX7pqUcjyrMq$ID2|lB;rLaza@qujl zGmG1Y{iH5n8Ge}G2sA4xh0(+jk_>!g1;;TjYa&G;MlvPmN9B&^y4r*yAL~8yuSZ`DTM6y|8%`_S6_#4Xw2d`Kt zzRL()-rOFj5Ks}&sAxH~$FbQ|ACciO+@l4=gFI(m`gchfxTgyD4Anb!M!Q;$ejDq=_@80?O1Cn zs6LhjUi%N=(+bIag0Tk`9$NWMd9gBu$9&J(+Id>y*C+BKPe#@2_ma^?HK(Nbr$|+K zVy4%qPRo>i+>+nbnxpJyH4+hIl0;m^id`z`4wMf-3Q`k%30g?RmZ^^_A6rXv z2_>grS!VQ@WNV)G=YX61+t?@sge<qr{A2+9!#Lwmf)L9kkkQENmH6Tmgh zom4RsJCSvB41t+;Rpr;n842t!N3ME1xW9*WF$e(uUq$Fh8o@-{jm0R4jMNbz!Zsft zr5Q6tYHe$uv+p7y57u(>0I7?^W@$f?Rtj?_nIyw~?M%Vmz9>)!QHunoS&YlsmVo5O z#U@Q|NWS3tzL0Z_agsUM-7CL*qCA4harOmaW3vupZ~a@n3^@{y5Z{KJ{HykJ;$Z)+ zW);JG%BERLfykX0>s>o#P=b1F^~X`tLA})ZyOC>|&&}7?pMYLQAwGFf&u;&;mhS&@ zhHO#aO*B7yy|rDzM}w}ES*0#qpH38f!K=B4iYabQ>$J)~WoXEeTCy2Q92j{!Eg0n6Dr#@-^Rm4mR!pA)lJ2hn6lEoS7rus!f?_RYWyh}5^Hf7*rYn{wz$C=Z^pt=B8P}4eV}MMa zg5%v`p>IwFdY&_KhvmIi@(oB^)M~)kKr@151-zB&Vc~+N^�t_XC8YKg~*NcXQ~O zLX&;o=_S@4T7~{;gsm?-|CrR^$oDMzod;9vD_;6t5_VU4y;ckrCH@C|9==XjlX#uK=rydc(<` z7}>{0%VhCGj$s&CgCW|-F^soMY_5T#$nWORxS5M(qEcQ6;6VW#0)*ygNpTz)Cg~v+ z)cpy_J}_bjW>Gw}OXd*`AHs#hXZc>3isTun^yN8|$eLzpe@_Z1^}#iXe(rdY%QVZ> zFq=a*%fAyYzxFP+%FXP(0>VI~=x<%@gy#h&l~n6v$v@>)AcPo_h_^TBxM|PU)&ln{ zgKL1B#~V{fYjh5a-K#gxb9Sa~^xm+j_4;ld_VCx|(;NT`(A3Z5pn&uM%OQmeMm8?5 zKsy${&t`PYv-S+t zL4gS5d@uobt!ip#9Obe!XJRH4Bp{PRg0VZo9u+7&d{_+_M3oI$M)XPvFKR&5$bE&K=~NPW`*TB+}Do}vlITeI*q@vyga zV2E)=`UfNhTmk!K`nrhRwWgd|(nC^v%$VZ#DD2?l*o2MeVMR=C*inMI-Bp?6`P!_@8)AqCqOCy=7c?4I#qn` zAr+tn5p9UU%FZ0G(S`tS4i4LcRZif#m&wx(lAoT4uL)c$J&#neG?(nAjAi^}2Q(~d zFcEivZ$QQxW*U@5Du$EP>CaROjE4(K&{T%QxEr20QBCm|v*rqz-X)i3Ve;R5$uQd< z&v!ftBRRqQDP7P8!Eg`L4*zg`qYggN*qA37rdHm7znmcBE(-8xZS1zEA9JwVIYp%L zQUAG9%dHBJ-BKLmsh9zt6WZF&U4+ja&?eAQVU8qwn1#7rnv~u$T5gzzV1eFA)y~{r z!i5;hx0}HcNqX;#FyguSE`alB8E0JLm^q`zaah20{mB7!vBM>S-w_vR2cPU<6SQUB zB+s4*$lAt3$8r4Rt(nZ%`;Pus)9?oI%=54A)jr%kXRL)`>d+4?4|kVi(DIyPocdPU zp4I5zb=-Wwq!^yvR<)mwhf=C~e07F79<{OEoE1jER$Kd&{@VzjN?o}H%+B2?XEu6L zehv4cn(1|GGo=7(+i8~Os;jf`t!o;A0VGtuyYLni1sI-|WB1GEU?TzqRjPEg{)rO~ zd2l&kYF1_`GL-R`+NaKsL#x9OFg@(@6RIhSZO93! ziz-4;>CzaNc&7+~Rt(Alq7y+>kzmSr_q6Vp7UnGllMq3na$`%ndJ6pPfr-*&UC-^mdd1~cAKP$C7}mY#n|1Q+G_s3U#tW>q^uAM& zqn(6_yxdchzJfo2;Y0*RCL4?g+%Vi0OtA#Juez9VF*n+e>8}H%SisB-w5AJcWlpq% zFF>9@qU%pXWvWHqw#Iq|VKnM{^`zLnVMwVVR+Kq}yh;D1J;%%7+UYh?mrpKv`|hx7 z=+<~8|7|U*V1*#WhEW(!uW1V-y#+E1vJsF;7j>8)jCTpmg_QK z4R%T|Gzndh441!j#(P~2dE0cx6Fg^o#x1qjSG_wI>p0bDPzhZd@JcIJFVVSZ$TVAq zdMnWztpL`b0O zrrT71>mV)H$lN?MXM>2$?Pn*D|FeTi=TW{}kf9sxv)inzq$9~Cy6!cKf!2wqb(ik` zZ7}Y5Tk?h|VVaO@J7~RRa}bujF432noy4F^yx~x_({n zFuQnNL~r6hH|-EOUdUqBZ^>$&SI`3nM&E77Bq$w+))(8G9vV~mNt1`I?ALyZ^AFG=Y-$@VQz&*#G{v?lNDQMY&wXY=0a%PmN65puMQM${^3zZM z;0DajHUB#s!}xJuB$RW6CSr>&?4#;ZPSO5^0ZDGf0fy6|u;0Ex7H)Y^Pw!uijSgVY zRjdL7`wcbgtLtY2t)CmK^`(VE<#ZR*@6w4ft-PY68YhU%pwK0t!-!CAl>HFY>@SkQ z)Qg~dAe0TQ`AGPWU*RJn?8j_|62csLjc#i&t+oS@fo=jc_-Xgnt&&0!*CXxy+S-tW z;yQ1$`Q-QPbW~f+_3XA&h9@f!oRMpG)x*5W>=nlgml?rUcWZ3??lMf~&%2Sz8&Fdl za_8!bV=3F#ZPED^S1f&#kD3E^DirxvA`XY`(l>w)RKqY+TbQ9sXPhtw*B87=f(OMV z22($x)$NVDtEBKpSG|Q7(mG62+e2)}kI*~52nOKBHN4#cX)OJt^waJQeQRp(&RQYs z)eBcQN10OSKOD#ceh!W<&qf9JiF_$*`lb*YAn-Onf{;l8pE@4kOhvaCseZGuvEw`U z%8$7WnIwfF;8Ue{r}FO`p+mGktxH^Bw{wh+T%|KM3g{uP$m1nd{;U<=z%S6NjW3>o z1S}FyXll{;)_6GVwRq(l=9xehNaLAH{bth)X2S6fBJXALucslt#98f4W%T1`OJ;1{sv2SQ zO}C5>a&&_AOl4!Cj&YzY9DiV%_4M=tGbao{FN*+R&(AJY)qNY;@U3m#XSQ|pFIKBq z-NAa3C%0+;C;KpB%Zz_LyM0mXwuvp%3lMEbAsPO0RKosY3va1EhZjb0%dv&$PPkK~ zSYhNAw||&*n1wVpwi}I@ngZxfoM;Y!v_&?hW-euDQv##NmICjK=X)d2?(nizo zm03^9o453mdimk*aL(UNBR0y6nVa-GgVw~;aOT0xB4HD|s7vj`t9ydE$-8U?m=mWJJtOK9ePf6w)z&%b3(pLd!Q2tMwEM8-6&C!p zm0rAg@JenWneZLAkj&C{Xn5Usk?-JM8{ho0^sFu)qVaioXxsv={c(FNq)m=e@Iboo z;DkB7ViJE0Q{{SkEKJt5i98NdnzJ3)M3;er*yfrg?WQU3lR96Miy)1Dd%nm#O^(h0M@xC zOl2+exS*?(mlwZR@70{J*sD(Obw%jtj&6PZJ$@KwdiD*cObm&_3i0j8u4DtHnex!{ z%MT900mtpji(M2{3a<-)sv8}1b+d2#IN+!0zQeLuK6EOqGY zxj8-MadQeX-d$?3{JpNVL5}&(C5~l>9FJ$XzX^4`_N!ANW6F=0p}{9GE#r7SupCsk(P=e?PW(L$N~sa}&QxPOcY11^-6-TCE}$|eU% zq!3i*=B5kVyn5i*&Fd!VK)3|sW@upE*E`Hy8gFQ5I$+_g_AJHw{Vj#bt6In=qsDH` z{%#5rhu3C})0y(^7i~A&?cX`YvWrd7y0I+u%Yqd?0s{z{0>WK8EJwh%F;F3jS8NQ}^!QE!Hb?YiK?TZ8+T&S6r zo`f$P*y$8#H)eaf_IQ=K8ALA2^2Y9T^4rx;(iB1d+TL__*HgzF#-fyQPK>D*|A+i{ zuz43*=eKnX@okxzD6#RA?B8$y{tsKHOt{=-O;&e96>evG9t-wV>%M8HIWj_IUzb+L z1j#)w3g*bXFKAlYPw<947_0%IuE{Tj*n==9h$-q!CTo!Aq?w6Io5}`RtaX> zBLsdO0}D6h+XKQ0z!8iozu&hq2|t@#S>i6&EFN82Z|ZBJDSo_i%-Jduo5z25`7WoE zh;i~nJ}uh}sTG+6%0iKn(Nd(w zCq!;pci&NlzzST!mPN+lnXz%_dQmJX3qjNdTfc~vL7@BgsncwGp)Ak@0xV`Sc8_Z^{zct=YJB%*}W9JUp~aSSYbd5n2E@za`MTZ*sKiT6-)eX3^Zt#ZmV2<3(P7{Xj6_Z@xKXruJ_uXQ7Dd zeW$b%aH{td`lKVIkqU`SB0}M)%XS`_@dG0^(g-gyMr;Z1Bz2Z31IWwRwTMxvYDl7^ z+-;^!f4m*P1?qr2(QO2=*y}SH>Hf6xzM~bqTJk6`;=$4VG#(-jC=}iWG2hS+4iAwj z%KF3i!a+*LI1FU{dwH=v;M!#cT6nP_%z1VPI9w4@BZ$UrLNG{OeJ1>2^qFRi9`30< z{+pp7=^PF6nJG61_%@X<-peS7Re0FXD*?h$QYTfd1EC}l!Z5HZk-e$x&{Cm7tB zv>k>R4;aJCRK0VL1Dz2iK$>a>l+JUY{*ZbrP1YSvpdsByOE)l!NVYro9WU%NBtql6 zF!L@_HUCDksW78tGbNvhci=qMB0ABiz?mqEkuhZj0}u1blo(7dEGw)y<0QAK?KQ5) zEINeT8>JCQ-ci0UK7!O83pQKZgxLLC$Sx^JQ$Xhcm@n~Sf%e;>LNNr!o=h=7zfh$S z=x1p|>?*sXco%Zf0c{96K*bifH-->bD>(RJ_ybd%UIlx~YntFgx-vL^JT|;Dn zhz7=bc0ah0&AiM_5Tr6Jad6m--tCgPogvG;2F$?}FqA_mhKaQ|>tEgR9>PtACzuZO z18_(1AX>bB9FG&w5Pw3ym@=VAyBS4VZNE^v5Mp;fm#!P_cilQfBJrmY7BHn{dmezo zkcH~nvwlclnYH?&M!%YEJxP-1tlP3BeJIjqKhAGbj>GJ%Y67&78_eq`BYA~XGi21z zNlB-70lQ9jaGpKaCv1@&P@3w#_e)TzF+m~n&Hwl8py*fsus;tPz#<0@5^UH$DSnX* zR|-HDKLp$dAhan2Txn2E`Jmk^s+00miUO6w9t(wBO-3^+khEEe ziAEl#)`^Z+vNK>+2A+r$?f~hy9`On(y!0k4_$POlAsYtzEIjkHE*LfuJKqEEl8+P# zxh?Iz0}JAPO_)mtx|NKBg}HwWkpZ4ji=&;7yI%x}NZMl25iR7rd%iIKVbb#W9&%JE zfnAElt;P>T2lITgd5Mt&815QjsT2$dci~4m?%2r)i&Y4tW$JEV`fD4fU*#8lfy4v z!)X3nLGCa&+}0GVFBQ9DSv?2Qf;H%JjHN23$m_slaXpHfZq3dUnkqw-|4iRGX6(+> z-M8m@f@TU|poIdLDZ$-jrnCFWn6w55gW_n)u#i}iXg|$>nL!j$L&S#s#xPa1H-Lg* ztjLVRaG-SkRW5NkxEH|b!IlKC z(*dQ1i2%QX$AUX+qld03FxydpGjLmEiNx1!f^c>OIxx0mZ14x41M8CT-OecuCcmSm zVRUQVP_^=WnU(zRFqpISp|f*(hK*fv3B16OhT1%eQ+Fe!kLp2J60x*(lUW_5QM3Isq}sE0$Ul{K_4luzGH(-g5MnIcI7QP+tR zl00>xz30x;YArO~9h|)l>cc8K459w_xva$o7mb9ssREHK3Y@yj<)QfqM|bJxnV?(X z_6eSOR|YBaQKsyvFKxaLTY$SFB!cZ?sUU1fS|_Y7_X2SL=q`datCROzW3*Pe4Z)@V zkpRbl#8ecBBnOfm3P9ZK^Dw$U0b2`1Ef0mI0YY}hvdja{LZX8RH(B>B9I4Vq7^ebw z1Jm%f&_5|sad`y*ySgxF0P}5u?SOtIBP;36NzOf1t#UewB;kY@_yc6Z^B|hSfAh5X zDO$tu(m8WSc10B}fjJLCfQRqnGxI$|253&fbHJ**&pl3oECgD5;f)~hQQmZAG8vyI z*#u_6;joZXfw8x<0n;$oX9f{6bs7rKRpG2t`ph=~h7uZ;e_$>Ni8QHRSdph8VjE*d zl;(Xk${{RX1h{C`1{A{>lNgC+1juIWkF3~10Va^>zcpmG*ytoeBjkkj1K+-hDQy5t zqp@Vgx9Gg81v->ffyZMKMdntE^uXq8?P2R$t3+WrVa7lmSi-t6n~kLbLx4hX`ILce zQo%h;(GfNr7ByIc?h1OMwc`EI0RVLgpMDGaS&lrhP3GXi;eG9+Sf_*}H1pkf**V4~ zXLqird5I4oHI7f|3`@+RL4&Iiig`GdXwU)B-|x*5kQvd1s2UYB2}XwrVF5t@ObC$9 z2HK29IF9SyPEcmOKp#BZ%epFW0Irbe1zVh6>Fb@sAt5A22c>-vpj0NANblQS$iN34vfYbJg(AY88dq(Ab_q}F zpFzXJB1CT~h?<7nbXIo&+RCJZdTxlAPcyyyanzSt33rrlVf&S~zg@kx8L>1H%$N|G zU|N}Sb(V(I&-D~iD5d^u>LHIvQ@zxK!(4^+nUna(`VQbpQ;(rV1XwZ%kpZnT722_j zGIbT(m=-)ROhLsBSEO_u^Qo;jv-4VtK`YISo@ihdE_LHPHI( zZ0Rjn7-Y}0=NuQkFWydJHt^w&5o{M8D-LM~;dHd$+X|2NSZ=9Ev_T>{JFln|9dOXY zBU(n<@Z!xG0DGGHcuXaf#UoK@+}W)lgP>P1w%QmzeYfMe(!J;yXxux8f|(_1lRin4 zJ_UTr(^8n6LkbgRLi0+7%0NnQT7uR97%4{pC7a-McVa)Y{nHd?7)RX6uTDZ%!t5eu zxxGNbOl|#L#3yVGxy8PHX+SYt8;}YMEPX`=>pPy@D>%<}Iu0a#fwn}rj%Xb=SirU` zlbLlThfA|YME6ZQT5i}a#PCqM;zrOdP7cyjkd%0I8vg?7V5~6fFmOnY2~-$I2{2P{ z$gt5XNKky?3N-8}a&1UX!bE~Lg(j3|2eFKExF6X0ORZfBn!#hs1NE|lxRPm>3dFa$ zp2DhOXLHpBO)NWoR<-LE?7Li2&mtw0bD006Z3O355R1aWlJ;Oh6jsOd&&3Zkjvm!X z+ra#bT&kz37c7uW!SzUJM?oNAg@zQOP!M_e*&Bhs5I%W$lEH%|VLSVWDvPIZSUzbY zOv4j#8+2Yb=%i`2+gfcyn}V7nKsy2>AM{50n<49k-YdSZ-kpgK4%*NYRPVN=A$Wqi z`&$@n6WT|bTKh@)@i9KTMRx~L&l8edaRAq5Q$@_52S}`t$+I&v7PnsN+$u>6!9M;0U;Ez#sa5^N z*79cfmy`?e2m?~g?lHwEb+OvP$WhBY3zd-I?o7 zgMfDbz$BpqLr3F%B;w___}qB z>A>;5OcWFmssjZ*Mw{jWCI*HBa1^9GFBsP=WT7~sx9xc9&0sK%{y(ru0$iy(hA|E|Jn=4rv&q(VnvNEVR>1vbcMJtUQt&S0g8 zT#zI12+zd3a7sqTZoOi{ETnJ>(yRxxVa_0e1Tf_Nmswh6YM64yqFSvR{7EH^gy8}~=cTj!9T~^m^8Oy~Q zv<~qWIDMgMqIei#5Ze!;zZT>=z!LKvaW~|L@XmKop6^dnm3$}oo ziR)(Ww#qX|^l+#WTRw4zsO}FHKRW`~Z6T**6Rb%Q3#IKPXotP#Lcfe$fViA)r@G6T zxe!`zu>TZ0gMmiu_C%W4cqYX2a>J+vFG)^ccVmJTp{(?Nqlu|7ioTdSLp#Q#7!2;{ zy+j(^@yGc#LD2myj1oqafv0g`so4N6G;ISphY3N(3Skx)KSWx{Siqz!OeiWxBO5d$ znmhm|hh)7bI0TJ_WbQZr>W-W=L_ibpsz?=KlD)M z5kaD@E-At1gC_tWoE#7sx~ndlq&jh#Kxjgw475n2AJ{fF0*&T*IDc+G7^ z=p|MhBI>gsR;ep07Rq3E>VveXtx>NG6H5Zc;_BwRP2)cHmyB0zY@@9rW27gX9^p;EQ1O)?HAJ`6r6BCj@e2`>RlK9S4$L`3N|IBW?zwc(>0n4o=YXU?hB0NVRgj^pQZT175S9@p z#{s$&M1=Do2Li?{9U8}$U!rjiaHo55K>Uz3-Y>mn9Nvh)5gL{l_v3;b)TMR>hm?mt zlS~z~JTjw**s>r_xv29!GM;&kU9*v!WP}D-gjoc;^N<#!EXWF(DjX0;tUV^|Bq#?2 zyP6AsZj49)1&J#bdq0E6mg6aOgHJ^0M=$1a{^n*!g_Cx)Y#}b>CI%pc@X=yTVO?@H8jGTf%*%4LZ$S8j zH315okM2P*)!y)z`3qBza~;VyV}9G*%V9R3mMb-=A3ib3q9V<*Rf zX?Y?Wif|VZ8U7cT*{w@sqaEtzgp4yLWt+a~8y&^+1CWAOK#YZ2m$iuRU>XUkXxBw* z6u~pcmYJE-i7-$2qcAV)kL$!z5+BB}!Lt7k?HSID?Z+68Vica``b*t&dWL?{+`RPi zEStJhnpEdumu~Dafg(Hk;qKGF&ro}WL0rg=Ze?sYD~V#fHhi3zpF76usCAhd&HHXz zNA1+1l}Q`c5TV)rq>&lwP*>e#3_9Y}BLxUVXfst?fKOn0*h>L64e-SQcnjD-J08T7 z3VG8h^R(!_6{G-RH^Up>90HlalQ=ABV(9nit``M0+fJB(M?j3ajn)OEjm3XFSEVJ% z2d&fpe!=D+y~Rc$V$0Sv&F04Lvkoc>ime~xuZ$4tHA;qJ=C)d*h#-yr9`#_{&$87z zaD7r?H&@#s$rMIWqg#WVLW1A~^pErWsf>f(+tsBduYIeKh)H#k9wc=*oj3 zCfi|2qF#mDv>HDU=oUae9mz$gXc(WtEn)>?c=54j1qdz_VB#iu z#c-|?uN|n-h;cbAHq|cl2X+=J{hxZu<<}geF5^_Bub{zigU#OYK`>50bktoSKk3r> zPs)r}y25p3yn8yMMq$CwHR8;>r{C4ua~l!u3rQ&^1{6*?gE2=Odg`Lvg)T^3IAQYF z+u`xC5BO%MMBgrf6rU%wzDwkUIw3a2X>HSYdN9h5keEux447y5)$D!4ti=M=0IcHn z2=@rMknac7x`b}b;3-gEJoM6M+8bsszdTF&;YQt8sJ{6=g z^y}2`fzASZ5(P~W)+I`GkiftFd%JzPU^-)0)?UqX&=g`lX?rRM31vF~3~3@6W!O{& zV($ratEvCY=&(hlVeM2M3G5I4g3Qx6dIlGAQr&i*J#|$JPUEVXHimfuE&j1wi=0k>q2Z4#nuv0P&9k3QUi(1t8^+7gKdC{V) zG1zld8lZUC_CnP0*b|vKkr&a48tCW7IrUpeKmu-COwXHVR@ujF#{%GwcZ*T+6yd%* zy1o`NZK#}4*@XHiw9lzCIDR4s6bNQ*(vrjCAUH1$q4U1w^ydCEq7qIY9Hv0B(&(b@ zIh`+o#?I?d7|dRC*ymtgivqw!%#b0Bf$Wt8;DjF!;dAJbu~8KVTqJr z!W~ynbW(t%rN#Jtzb;MJ3|g*@*qRzP#G~+!Nk!dW+Hjpk9lJ7bjZ8`#xo3p8*57z# ztZC?Bt zcQ8&=M>GY&G!P{TqqW2WlE1ppM@G^(b@_Zv^RLcfHmZck`;KnCHeAdo37}$_3goCb zXr$p6@NMfER!{t@Umm81SHXfUDVdTjhBTxRAne^kb%d=`%9<5!84Kb9{Cj3PiPkjjb zTtSqDl%{|bKo@$5h?yG0{XpgoXFT>N)Z(IUr_GWjkp7SL1kJ-C!$aA$ZuEXE98!UZC}}sr6?#oCEIT1+gD%}CdZI71=9;c8K(f}B|ue#JtHg@z^u_Ut@S}Q zJ=7PhOYu2_t@K1f4ySrZ^n0V7P~QP-+s1-xCzL}l2Wu0G>SPB8;TFKcgCWGJaCPf< zz?|Vk31&NHqg`N}Zt%CL*z2osx?zoCcLKNQkZxV#az*Va@XqssP#slPim1rU%^mVB5-H?;kH}p_(@p z`@)nrT{zlw;V%kVls(b3Q>JJMn$#6d6i|c;QQ8}m@*J8x&;iEJMc$>!V0de|NmOR2 zo|*T3hPL}s`vFZx1y|2N$KjTYW_2QjkS=Y*4Ep8fQ>7# zgd9aY=Yx>efz(L~u7ibm9XLM+7FWG0-#O%b%G(w^K2W8E3f!V|B{RU}ZB`Hd&_(C) zr90hSE4yF5TiqXGmhJ#)g)Sa2s)5OL-Z*JkWFbn4;YXq>mF>Uy?|0cc<(W1yt=DT` zmJ-2%vqdyPs0#?1gN}-vaIjFYUTxdH9x9;%nlU~tIznNfJ%`Wx*+mi3fdD|P3}>dW z7NRkjL9`M!8u#R5RxHLLkW(5W7yY$N^V?{|pc0A<;>`6GNM>jqn}Vg8UrI zTp)W(_|c*(Yy?dZ$ODJP`acy$WOOmz0n~{kE3D&so`@xN*pP{t9Kr9cM}i-#2AxT5 z!V!ltQy7V6OeT zK(PmV$I++YA!!MI!97d|1OT3aPZMve##-P(W&hF>5hHotd}i-{BkI&es7Gawt=bO4jxjQ9G?YsSq;kJ^L6r{@a7m`bvwI=2`o1QOCCMK9+ouv<#FhSe|MNXDkPB6EkamPkQ8n-mS&Q6 z@(7VV4CUz(SKwes@pL{(hJ^?OrRYo}De1im2{fMKj=-$$VN#ggo2zzNDpZax?eHzy zS;ohx7eg%0z`N~s&_DK+>h5P&l>VXE9<&6mpHBv~lF&~I9L&-i$|VqFgVXfJ#O)5I zkdpyL;%oB+MV%drP+dr=nbL+u&Yp5SXiZRv!9<GTP!7lCLp^Si>n{8UV)( zDJ~!pt8^Xe%xF#+%Yqj`%>kG##pT7fb9tXrl*3YZB98h_3wn}&0W2p(mQBfAFU5Q0E& zYRkK&{Ej(~Gpsg4Vg#}rtk4qIOkAzY2w>Rw`?<~b77QVS5E{sC25_^12V;dyv7@5MHPAP(kgNT`3xBZPEya;5HlDw7Dmx;;1j*fMnwnw7bdyJHDf|$b$|lOCu|7)GCVvd1R{8lAB@B>`4GX>4?o6w za)x9vbe#AW5=vt3X;OA}o>5D}U_L?v$9iJcjlpXA>q%>f+yuP|hyR!msY$d0WQ35i z(}Yv-81=Z_)3_^=T*v?cwIIw)Eh#$xaH3``KS)K>A2yw-ZVz%CgFfMuC_!(-^@`{X zOc4HuwMS}4xED%Xux5WAj~hTJ3-j(}Aw$Rs?-FSA9_Oc4@F##8a4OJspTrC!2_t4W zcn|O>^b5Rl0CmtOn&_hlLBfBYj}V-=h-rhB{W=0@bWp)h1pN4Jv|ksr@l1M^UaVyl z!ZU;zxC@tdc))Y}F{Ai`nb=vbHbV#}Vmk8ISfVZ?5J9-2tRE8{vCc%?)%Y$DYe#Sv zsy_reH9Yl^I+V|erQ6EwjuMQ1izob?V^?hDm9s8O8R5t|FazFYa;y`y+<0F211sF; zbEtiq`=Epi^(uMr(&-TYRHtkLBM2y|9>9dsAZq~&O%V}?D-94*z>eZV-0?Uui-mH8 zqmR!AofFnKJtZtFh*{bY-@cl#ANG-RQ#0#1U2&ztj=@gA+JWYHI4?oA1zn_7rAcFc zMPt@t&{EDC<`9cx&>o?LL6#R*fX|&E0#lFg;;1+`SWP_Erf?0w!+e`JhaiK~6c?<@ zQjWr%fboR|fayfsrq-p&61Nl2*j;yD=^8YmH*J|jW0jS%1NMsA3lY&FP=zgsUZ78Q zt9^LxqbW#A1qF3sc}-|4$F)#sTuDU z+s}g*5KajJ1x*2c3JV29&J>7g^>_+2KuKV>j$!5;OM&{4R#XP+%!Za?@@Ah^6d5TYoQ z>HupZ?vG&);|3_$^O`2lh5I*Dn^4O-*Ju4CPeejt7|F^cK2P}D^~VtZYE)yK6)>Hx zPB^b=72GSngFL&kTWgAwlihX=%%?D^F@7H)!$G#E13D1o^h{lP+wr(=H><|)vb9t& z@5T01hZxG$-(vYITCy;(!UjJSbb^!5v6?CGm6kx8y%zq-WoU#Gx7s(LfQLR25T~VC5%Ee_ z7#5G1`r2axKx6vQ!wIrnxVY;?14Bqy)YBWIGsdIXT`)|cUp+`cI0rvB zJsIY%EiEC!s*5mBEw)GktAJQ>cr1rV7T=kMtLMnoPIC2oc%ZWs)<9`15weD>CE6zS z1e^?EkRNV;3+4%!;&qJY#7e?SmlJRBnZxzbjl^Llf=FulI3sxYEq5*K` z2ZjE*is%$0j|CEWLAYh{O4a`8`t12tb}$k>-}g0z(r6QGNot95G#w2j(HKr6SiLS# zR0+CUJtV)W54{4wh#bG*RvB)P7gN{6HJq6DK)n(6`Q?X0{gL_$UWD3Ft{%=&t%|L8 zJzJtS#7X|G9)up5UT#%K=lFDYt5UB+2l+2}JG(&3C|agRC*E#ubM#MG zC)+KjXLcXB=O0@oqRp=JMs^**k=TM-pi7$<7;X}BEg~J{gK`H;sO>>i{0J=_eRl~M z_F1?nknz+(M6j0aPlubUT`Wv5u192j;?8|tY~`_yC+{>8FjgV?B5PF zj#xWBHcM@|T~U>?(Y&CkyzhCrdX)oSGT}?>o_z_QvT6I8`c3oZo0D5^9#S?OIy&vJ zm%7Hw*6)FN>$ohtGz4cgFvYPZK04NuhkwBtdp)t))T76tz7)LZ;Q;(wJ>|p4KQDaY z&n+kP(<=Jm0cYNNfT!F0y*(pNsm(#5G_tM2y?ghP%I==D3Vr57vX0MuO&OW{8*fov z?W(T+cIu(R+j|Qa#C$BJ4Q@KOt?As-#MK*D_-@2QdG?ixqO&#GO+RMa+#WyqxBPrR z_E^X{G+F!aeAPDfsJh{(*W$$|FC0#4Ke%HW&b1BEH_o+Ugmboq%+$;b2HDoy~DN*U)wgM**2w-aoUSc%AQew=K_mLPp|J_TkB(cw%Mh0nM>)e znTuck&-tpg>S?uCR}^teZG*Im9$u9_3|8f(sb;@~JXgTHMCX%fNOhr6#j~%}c`Ylu zl88Nf`pkO0M|s`W@`S`hy}xyb8`)NatjhA`%Ux=hxrSzLm|Yiwu7bCg)^|cz!T#^< zk)C~Jt$H!fQuqC#QCT&2lMC<0<<>>s$mZ67qxHLwo_Bxx*ebMHTe14LoQV02 z=&@GqUf&!|fD9@{Y8|I+mPjV&9D7yEuT-1oDQWeM6(-?{G7N4k-cU07J?nUvwFSiHDX zTE#&u3r%CZzaGGiTx?BW^=bGDU2=~W2mHr}Wp^v((o}Ti<4mJjT!Up)RR4u*{THGe znDTS99*b;1>#@%`4@+W^oB5X3hz(S<(Th5z3J=#3xtXuob11UqcBC#dHl@heOlK;1 zr`qCZ-Db^S=bCqH|9FQZ-qOwECIht1dJjn7{4xKVdL zc=qB%f`rD9U1P*w*OptZT5x?+anny-Ga93fBUjDtGWyIiT|}1YXwvQQlLOTLB~|qs z{qr_@r~LC#=yc-5iJ}VqqKbsGqmJBtOTq@mf4_;_q@q72)q5>%_~SO_oq={hd2K-X zEtj%eCY77Up~vLpWVD6Cvs3o0qZP!nbM^c6Ym;Tq_K4#&Y8sx{Sa#z0@#976=Au4z zF?||i&WDt4TUq#WvIH%-d%ag_A-J4Slnxsdc zdYl-1bny~zLF5LThS#4+X*_Y`>^4Z*QkoAZ|903vwe4!V`J?~djcU`hpKZirmHox- zX{#RQDpQq_ZAbn7HakJJaAHN)hef{JP*6P6>XI=K5QB-@kdbfJ< zimS^mbL`ZZm!^Xsf5l|OS9jmCy4x6#>{3nP+o~&%373B!tIpqJ_p{vUa7O@xM zS@%c12(?uLW2+~1>ePvIdNtu0Q#1GO-*4tJdVC{)?oy~c-rU^m+I-2?AGohAnh`(j zUnnjVo2+s`QnDAut-Nx>WJQ|(@GDEw^jBQ*KI>n5^+nfPs$Y0bzbvsd!k|9bz^|y* zzi3r?@`_$(IjWk=d}35(8)pChLno=>r0dbkPuvvH71Dq=;1n*p(}GVLel=a~_Vi1i z{yBL_@7;9#hth~ug-uySP1p|H$RmN26~H8GXY8 zA{E%Il)67R=S#VbvuIlJ^_J)s!x#S$sGe3;-z%Z!H&53RBuCFr4tVhN39hz=MG{kI zxPq?gNsCX`m$bF5JLPe4kIdydTKo-|?04Zs-xE1j@x7}7bsLp+0}G1>A}#ww#+8HC zI;x$dhXbvQEUMd5G{UFkN1{E1Tgr;NNf+;mDB(pXdwh}pKOAYiTGV_M&%U<#^X$6M zLsy>Zs^z^kn^Mvt%xfMlsM0Z1sWC~is{ZMsrB+#3(GOO@j z7LaYkDo(&v5StB&sQkQoWiyk=yf@DEtA3?>#RHn}RWn~Cpy?Ga;jO(Z3hU`_@VZxq zGP0^PJLQyd(y4K))5l#|nmI5V&CN5sSO4?oc7Sd?bS+Y*H%5$ZsobU}dJ-1$zdD%F z>QhEdjB?7=E#=CKrK>N_Ogb}j^)LPXfBA3nto|G<%;S_k8?M7t7zmVqz~#;XF~8`z z(RA-vkY7CbUJsbrjmzZ-k9g~?hWyCp{ONvQO!xb5?zDhtKM4q;Pv{Ht z#4k=QV|n&9@H>Z4*EMp~s+x+53f`SbOT|W^G9cXi`+4fhqC4X!ul!|VQu@Ru&h4DY zmOn20U%l-A-`rQ)C`~g(#K0ct`vRc#!U6s3XYiUj>bd-ddWQ&U2;&jWuf`H?^6<~~ zNTyu^+c7x+(6C`)Tmz_p8h{Qh+xi{0^>8t_p+5pDD3}~!b6y$AYugs^$Jb(M@!78# zq<%0+`O{}6f8gUg=#)-6MV%y$xOsj@>T?eKpva@w+3d!o>{S^ zt`T<=QvZjBjW<)aeKVzf#Xf)tj*+?SIhU%}^c)ID?T_Wpo923__1@N;w{7oe|DMn5 z_V~Q3sV}dZYFj-u^1*<}r8W2RSNLCE;s5pUmHnRg+2^&IyqR+8OpuW)(Eue~iH^TK zXMkQX@*uecQmS8EUW3}>HuTvD3n-93;TC_YW{Pc>rY&m4*55=eQ9=N4Dh)CDQIM>Fo z$oiLCz81s;X|)QkIG3YjQ%}haD(K%CGOnyFwlAx-cm2cO>w$&WgB8l!70xw+4yj%4 zRr@6%KOeMhsn6)r-+$lK=uej$o^(E3K#P&dIV1fuJXUAW9{Hpk_b)i!3^X~itd`cb zPxS|V&bZ?|eOm6OwA{5xEjW3Ai z;;lWr;UKZ)soDf@%OU^5wz6OmPIP zpaZs*U2QAx7na?}K}66}Sn6*gHT?#G0S=W=L~D-W-smjYVQ7!~8&nVg8d*7C3!v-g z*lI<^fo>U|m!DtH+a&?#k7bqF!N>|jr}p^(yVf3#h~#`~JNkOp(bume`bch#jBZcz zRw=z<$5%>FTXuQX?_xjO=w=4vn3qM3oC5p|IFOOpn`U(;-Em$EW9;(g!g7D{WqgJ) zdCIMsCvVZDB@~^&z_nBus4I*Dt{c6V^T*G)Fn&JEr=iMLUBw@heJhKBfd5$2r)~{= z+B>Q~>dHRqsG^1_pc|*7)lTJ=Cgn1K)~1YXY|HF_0mMz>SMf+>bABDJw5|v-wA`y)#p)XI9x1 zR?jM`X5eFcFKu+kI-IwXp062q(R*K94XLHbngx+HkS7JE!nXg;1-0rN#7n$ByxXU} zL^tAkH_oMl;JHX7`IGrN9&q<~Kwzk^UQ0i+7T{kZ8@Rq8_DV%`|0>qJa;RAP_C5uR zj_)10qD&0gy)RsDf6;=uVwiA0zTo2Ck+np4&NUN`{xJb|PpNkWF;eNpy$r?MSgksM z3C2k4rmXBl`AK@6QU0J#at^8QVRquR5?NWojjiIc@KDif3Zw1U3IcF(WexB@Lep2_`N64GB2dOKBC+YJTKD} z7aXsVWhLQ$yW#FpCGLM}#E$!1d8=XDJ4Br2+a|qw5!Y!~5Mgkkr@4bsQThX*rVs_y z7F@X^;%}~;(t1C@kE?`{jq6?O+O&M;tZc5HIddjM?0QJ1DZ9~hFR9+2=v!&V4QH%I z`aQS_x3nh6Xpk0+`?XlOf0rcRE(uS4z)wX)s18OHM=q#s+qR?+8))+o1!~uVw2fHa zR98uab|o**7nd^Y+SZX}b@5(}@g&3esfrSizETA)CoJ{)_3KdbXEvQ4)O5NC;Te8T z>S*v6?^S#Nqex!sY*igt{jWFL-0X{}=X$-cP@JVLo3_<$>Tg?r-m5~_E7hHX!_}ix z5K#H47$VU+o$XK&j4$#L+n&SzhQd{l^P?f!`=(C`Gb$&qbvWtf;jt0p)n_xiy;ScH z%bK71^UptHpT#AgemWEq)_jF-uim{Ed3kA%8#fMd+m}y$z)!_B(Wa)h7TRs<_ISBA zseG#N<=c|4Z!mVL8s=I>6INI?s;J6)+o~&B!;4lUs;<~0`dX7Vog6tjIWf@>cmt&H z4Qgh6Rf0RAv>o{tBvB%OWiimcVWEC6Un5NS4G1Xl2q@uV^OK2V(+v%m%L`%tN0}uk ze0+T3oCbzwo|$v1*~&Q~Ix+Elhb5Sp^p0)K^GgEaU#ZkWeydqAQA_ox{sQ5TnrtVj zxI*un&%n(X*fV{(@@HgB4UWVyW3cMm(3JzOarvg1)C@*H*nlNb)p+?ga#J#{ z>OM8m8)XIo6`y%Vk*#KI(Vl!~L-fW`pO;p~4r+|Gv5m_Wh_beD6(@aj2Rs%;Zyrh4 zjZa=LEHuf!%}}>ApsaLsW#D8RpOTIhzmKzhYlxqUnTW{7#K^|<{-Z0AFcL=S$D6T7 z?zRpMzvL?e3%McGH!!sBmqE?HFs*Ps0OuW4P}|I$SPJ~KUTq^yGu=^fJtN2#`d2uf zu50e1Hl=V?`Ks|LMb zoqfBhzN)Ie2?^p^zBGyOb_FUrYTSv1>8c=%=j5-6egd#rv(U?`-A+vNpOV38xVkWy*-U5DYY-|jx z&x92(Z#-Gv*v7S@jVsraC<{U~v$8z7R$M&^SfBjMtFtaAfrKvPG5LH3)o&kEUkF#~ zT!U{7Bgm;`c7u--_dJpQefXeQA|~++LRTe*Y9nLSQo{KUn%|%))gX!W81xd06pAb0 zz@TzgR>KQD;OM#3xVzS1?pKtRl>sEY6p_QLwJpZb(x=cOf$=AT@cruXg8j2Uv zi)=LjQ6V3l?Y-H|Lz>h8P#6Fn9c|_zuatj1`p(y*5$AnG0q&A8wm;slv-EC4FMj*s)7e00lq4@#+FkPtUn?KP$zycgG9y zplP~}rnIaqTYP1 zeY|i^pPoZ{G7Qsa-rQM>7)HaFVR%KaY2cH~5%VJ$=Jfh`v)=p6gI80;^EaG##Bg5! z1HT-Poil6J+O=yJe~y3d^snXSf8yU4bZcvCddk|hAAUG%XKdi{o{|M?t=+e{yIV=< zkqcHvW_)hFe9JxjXtLjb_|roST=Yh?gp6 z8hJJ7iW;xIGUBd*;43LS6u86(v)*ym5%4_9d>GrA=R!rwKaR0 zQGmE{oVfAg*_k!BOzZMe<(p+0_oTD;|j9vA_LfyX78hb6j4e&2P<*aZ8Ny zPLJ{~(iRT4R{7nvQS1+G-7jqmk+voCmC5n(Gwpo$m_Pomj#byO?-+!J>$QT^trWanJUXgwK#jra=co6q%A(m z09wO%w~AZ5ehpu{$iKF2;@?{z+4iGV+mH5`MPXiEX*aL?nL*7z2euaqhCblZk{}|FMZNc zb~9f#nV-A{^9l7R*plsfkJX=6=utW~+cqLHa?2NAJpK}^i51AN``OCpQB^{1mHJkl z^49!>2lE>>@;$3UT$(QsdH`eeQ2Jk;| zQWYDh9nN2VBpUh;OkJEMQCCYg=PrxCw+xSTUY;F)|6Kfiz4+hsxHstu)#)2IZfs<% zJgy8#DAr3TCK@=qPGhUPJ55JH+dgW0g@a;)w0T2aY@Ipd@pFLZ&j#|t27E35XT3;@F6YWR+ojUTl0GsJ-yv!NS)Vb5_P@X?LTdqOkt#d#}-2oDG&A4=xU$ zV^-47PjGWp^dr&4d1-zI750sTTp9*}#_MjWgg8ovD=OUhEp9Q=X(HLQy6WnBv%>m5 z(t4l53LmBjn`6&5*-Jo6lK0DgVRQTT?OPisyH!w7P<1}G_Nt!CuaS+xMb)_xbS9FL zk}5OLhKki~85x#pSxs$ip`hZFmzUQOlWEiFmHZ9$fT2T&=3|7hv9a{HgVPF^IF(5q;_alaX~P^PK{H)TQYJ*@hc6l5 zYJK^O$~(i{^IbhWJd*oNvlXeDPQQUI1#4tAIhLX8^P8?~ZiTS6BH_xoxGU2S(Ya6; zNL2-*wzHxeszU~R^(7a@rC{atVCCL9X4~1;{5dZe5d#ArM^U0j1 zs+Oq72dEz7YG;$uZi>5Bs=GvX8n;f)kkJu0JBw*ZRo@%8jbvK$C8~UDk6qS`@bMhc zV_JA2$ac$#F-D4LKSi`L+h|;2UumU&U}fIo#-BEsH!rw(U2yaI(B}2F&9NY2`^U5G zwU}TaVv})`nSJC zE$$+1WfQ1*a!|vUocIX*d;6wa?T(v?A09~9n@%%qA;#`&uS~V4abC5Te`SCCOb-V1 zOl$9R|E$k_Y_U_L@dXtKqDCq|C6%X%lxg`cpyHas+8XncQRXEy-E9&@oJ0Y(|3MKX z3%Ec3=I3n2PvFss1@2N6QHE_ZcwI5*FpZcNn;}*9k*tHFKmtqjaF6ieeDUM?bmd9W zo~-+0g(YK!1=&6Y(+`=Q&AQK#9;oknwy-8!n2D`lmQc2=(M(9BgQISi$Za!rdYGj0 zH$UMNNhL8$^U}%YtK#is%Idm0w%O&$i$u@SVC8DNuwYegaK?h7o5v@Iw*3-%Lwu)H zza^TaNqP9X6Kf;hG|r)KsMvi}dwK6ZhAWsF}-&gYX zWVv-4cJR2nPqzEaci+`$OJM2PSbIfUmkQk>42Zxq6X^&9<5F5cVTHSJPsOq0W{Ckl zxdA>`9lfu5#+S=;rBaq#aXN_G3|hC1<;$-t-J@leiau<(w|be!zeHfqmO)`!?E~ zIHqHiZn-qd(8cF;6k$3FOmAUOrf0mG_!IY{b7tJS-MFY*EVyZ5Gvo~&8;^y1_Uz## z(GGs=j^GwSa0_jkNFE@P6AdJS$;Lbq8+>(6y(hPzzz3>}YOHy~KHIJ76QWMOyX6s< zHzS zlM=dyS~;h+5o>LwOtE^vI}h&d6dHdi>vB|-d&MbteSQ7L?;&7_lgl7E_7;hD|M0^P z5M|TAzLfKW=B#ZDZ8#`xJxJm)*G6;e)~!U0C3FG>yhDc$aZ-l%QlNkQx+;OL8US%F z@U4QRxbGAi5?NbQQvmLa#ZbB{uz$STmbK6b%>2@3*1Fmb>PHt#dNpzSQtLtKwKaYs zWvSdREH+jFT5BWj8dLrCvW+vgJi6l zZcE=T!?DxW)=r+dNo=gVVjKt64Li#}Rss1`D>#)cI0c<&UcSqPC1wxb(|M#&H|M#C zJsL`;SOzz~9lYqH;$PUMuR$u5PsW)EYE2odQ71F6lN~#2R`#aE<0{d7Aw&y}Q(8Q% zaGS#C%2@9!5b_4~E{*$wTlbM>lfLHkF^(ld4I||TPqexZ<(Ej=+UK5iS$Nj{J>J*$ zC_!u^B$cjyUimXy@@1>|&8zb3h||=@&~Tso(IR47Vx+`K=y)+<7cMl6wr?Cw#7cWl zdY-7+QPi9=*4$MjV)tSFz&WzxuR6u;Hna{}IXc0Z9M$ggYg6PdC7 zh|!f|-XrU=Y35df8=pc{I4X%XL-aSart#Io3X6wDOR;HVv1v*kdj!HzLQj$J^`NQY z!19-bW>-jp?L!vh@QYgC4VAr{Uw4!*KPrLzmdRk(6k2)SIT~Gk!s)!6^j&D+^=mhET77j|$x_){WM8VIF4BQoozRzAAHr9c^3{tW_VcaokYrNPA@_<)^HPG9 zGZQT{>Ae|N@z==B;>nJ;n6V2_775c14U28Q?<7bPVuv@!*lHx|sBY`Tmn};eEtz+R z6!JOdjfcVZ4Ada=UAonz%VbwgCGy(s(z;ve*ASgHvoB15*8P5}9KSN**@dS(A(NKd zO-Y^@*Wx8^p&Pp9l72!vb|+(+^k%Q7E-tEVp_NQ8>(2;D+ClT1AXs=rzkL*b%6c$q z9JaTWjyD$M*B%8Qml!@DAW06tMH#2KC3>R12x zEPvS30rT`#59hECaU>zh&-xVW3P<=KH>l?s)YFOTm(;7dLZq(nk+LKa^Tet=H~zfP z#(#u1I*FT|$bxBxJva_#nwq{Zx;w|`4N2u3;e$ECGHYQsX5;0`GcXjSqT4(4Q=r=4 zs*1ZsDk`j(_v*TzhjqfHKs5e2B zgQfF)>8LCjKS*iS_@2Sz_nycOD4=9+(5ml=u8zd<25qT}$^%`>XV-UruUGSnZmgb+ z&5d6Y5}9S=R8Uw5sx=_{zL4xF=B|yjD!#CaSg_0G$}vG{FlbxIMq-bYrun&vRVp9# zjyTeYIigp3C+T`8ImKOdViHRY*jD@2UG_!xjS!LolI9ZGTc^E2Uc*`xyX;%L1*H*R za}$%jBcv6UJ-l2C<4s#~az^s!Y{ct0S`uAhv2NpbAKaJMqJV<4RXvs1Ck}ORML14^ zH%Nbyu|-G|z=#7eQnJ_U>)bp%uB{1~svdS`9ZCMtj0ahH>aoW&*3yL%@%0T+1)SCk zk`QOC!9lN6!iGJE6ID8UVqgZDZNa*a>g)Z}ZJd-=P5yh#9ykii9TT8}C{p$fFyliM z<-3>%%Z!(fACzBLROHJJr`cZX)!fa#zFU4B5u4yUvY%kw_!W2aNPz_vZmbBmZKhe9 zoh4}nO;dDpO=y!%Xp<*Ynm7hVAPZ|~@cFjjT}8jJ4t4}ikhW)>L#t}mnxs=6PKsce zeQArZuEoa5ws~RQ8f$thAz)VUV2DiFLtJ|t#s+DpXzi|}*iufMQ z(>Bhd-&?2S02Rz&kH#hG#gSbo&sG42se++wEeBuJW?EbQ*j9tK?+hL(f^;+RCB2j8 zJ|}b^!Lq9eCq{V9Px%@oy+M+~Q_3%)CS6jJz0)w_0K0m90F@^J9mkZdRYqIQ8unzQWv z`1IJgUS#BMy2nl=JLH!5!RK~mpGP}Gxt?d`+21%Ee1~5wq=iiFHLxG|oi$ZWq-li8 z-94a$`P8=9)iv4Cc~R^fYqm`k-)@4_jAyu&_r_8H8k)p)fb7eqKqUb0NOkKMPK?*GZq7b^joJK&(azRcG z<4fwOfCL1YSEYiRYbV!EJ2Z+t;xIT`3fqoFEA7$}Qy3a~Q6wX9V-vTxGNc8jjBGEgk3b!BREx9ioA+3RQmMshfu6@(z z_D#5VIiUsGLZE5cSQA)}Z>W34lReJa!7zohh%1Z1^UC%>E#UyPnkcFIJO*QX$tI+* z@>F3ZX#)~q3`Z3c0_LknpS!nTv0=l827}^v`~i2{n0zgxS%AAfg&!61x&&<&mVOWraT3J%D7yKsLD=s7>f& z*p11h(=`(5%qDdy5gtC`gE>vY0^wWbfv$6)Yn3|bAu;09CQ=;n9rAw`Tn@Uo8s7G@e0%jAp!bd6_ z8Ihq`U0b_(>Dz0(yaGknZ{6w(YT*tPFiX*OZ}SRadf5?O-1mWy`-IjFpNN8;&c~E< zstP!z3e5DhKtD<&BSSc6h|Q=;r0FtZ#R0bZBHPCWgF`m2r6#ocQ; z6Dg`-s~+ol`VBj+Y+JVs(yP4{(4WXAmYHo7tC~ZVH$uG$KgJ|=%-(&sM0`ElJ0siK z#YHob{+167)GRSF+b&&I8(rF0JsOs_c1vve38z-Si5>hV%GO98JYr<$?oOXxWFIaT zOH{CNJPr>t-TI}XrmjwA48*#W^ruqkgpnle>WF7>P)!wJ8v;%M>gkm6Y@E0~A@HDd zI;`<>N8#>t;#vFI0i?XuPADvyz!VWiO6t9N)6Z6Ae9KvJWFnFsIg_wy0KHj&P+Ghn zeqeAz^I{grC!vPyuQb;O;^bSmZjp@TS*%q<&+eg9|E>1Se}cf%X_k3$A7iymTfAT1-LS#^D@! z!|d22x(*v7L$&ba^d!;AJu|BvI9+L`R5lY6_|yfv0JYG?<9L7oC=F2>Df`#lE`y1% z(CPQLPhF%vFJEF}d>6_9yAD_i8O8~vrU|10W|o5XGq7!A&5C;{$9m-?>o-FgQau9%#{-Imc!0Qt7D72qP`|_ArV93hc~IsL`b}>c>FqA2vu=EsjNVOR zu#b0?bE08AwFcw^e9W(d7*lh!zr zTS66?Ci_L#X>VM`#4T`-$}@rHP&yxz!NV{6)O?r12g)E{Qh65eAg}0h)p@Ve)}Eu) z!vK}WNU_?+cVTlRiO$$maSC^ZSHjo;Lhm?9PDX*!I;M-8vX-!~qoo9zRt~gp7#Jhv zOw9L5TJ&MfyKI{=vPRfL&9?B&RBnI;9$f)x8t`Ic=J4GwCajD>LJ+K}_21Qm9A)HNFdw7G_1ATQ1-Q{pPSe4JX?YDumFJ z3ZSkg6rBm&SP~B7L|idLMQ52I_4Bl$dKjRHTPiZQ>bDmF`FAfAjAgHnEa6Vc!yV?Y zF=Y0^0MCY^!MdrPNLx#?oK}#shLmcF=xF;yfa3zYBC{YyDgn2s-%j=@nbXnL&?`jT z8jn)m4^`Q$ZQMQ~Ae|0TX*i}b;;dD0IX?}af^)87Qozf0wE-ypq(e<2Ac)flyAc+# z4X4D&3x1pV>ZvsUvb#TjYTHbVhIo*1PLxkxRLJ6SMqW@{CI_W8H=DFT+LlQz?~vRy z(o6fzq$L)RGU=rniR7w)PX2HX|Ad0uB;0_MO#3pj3Hfb5@K2;0*+z5nlyv4q(TI7p zWiie}=j6es!+lGY$?xWy>)cG3s@YlifwJ>*bBn_XbP!&h9F)|nez~-1c~#SiC%k1i zS^lJT%eHf3Fe!-_z}a=|Iy(Y0i4VtAb4nMG;bXc*4<9}xO9tdW2vV&=zSF98Cls-u z;9j~$-e6i|S`-i-7V4=uuH;8?%>~#6;A>)@8Q)6OmdPiDSK$LhN=s5oGQ33rcE8N- zC#;R`Q^vNMX_e$>l`C{=C&e#LdoJ@yLHO6MZc~=|9B6EI8k(DWU3pm9Fm_g zzeaKZs~H~zSOE&tWuW%|fE^I&b-oSg1jQmiAI9-!hhY_`Eb zwmlvyr5e|982D7<97mrlN6xYghh{ykl=npHz{2~dNnk^ro2n^W4CJSK00&L{{aCQ?DlH)-rIql!xy@4Aq?*m^XH}gagQe6Xi-#D#)rE&90gJuVVW`ccy zbX=}WPza%?s^DhSyA?DueGO?QWSz-E-C=!ulPW-Voa31KVbX?SFh;~Ol4hLKv^wX4 zDG&^TR0x>%im~0C3olhG@wYgpP99W82Eg&e;^N|SaW~GHHNp)HBX>$*21ACq8i(OS zqh+DlglBUvc!@_zA6OPXfXP<|Z`&M@%J;`M192m-lakazLQBfS;behJ*s4TWI$aGE zc+wM9v!6MPAh|mLcczGD1iq?%NFE{s+-r4tX0ZA(=hwl?4J;ye@u6X+%>+g%b=xjl zDJ~v7c#sU5ZeORD!Jg0K@S0`fre(6aFuPFV;M|KqrG)E&an}h2n+bCP^gQeBGMpd| z1Ez{mx;xyR2`mZTma(3L}R@E(o=Sc0Tl zPM1h7tV$!rqLe%dlLoXBtO)wG7m?yX*cR|-dYY29hm0f6rAj!mgdXGri&w0MKeZ41iDluW=#m8{w;EHaz;)b7IAmJO1hw5gORjY} zoa3^e=FI%1j*B#CXNm-Q8MH*F6#zT7n6>Gii2o0=!^kLy2Hpx`cAv=PQ-0H@0wGKa zIX!}mIq3spEeS+Z8T@G&D{mj}-d=S{BXSEf@Y%Iy3X~ z>o`A9DHshb#mB&bv4w>8!MuhpCB&(Bb8*r6DKddO+WiWl%eC$>f4BpVrG#DSL_6F| zurMlrb2@P^F;NR!W{#7*_QDcxf`-?g&#rR!PIFh1mQ2J|F0Fa-14Y}Revrn*`BZyd zS~8w<9FYG-kW@%P6QJUBB4P8%+eppekdB}<=uIuq8)Rdxf*$a1nZ{?Do&rsgDM$bz z+%Q&U@)?502b_iuMk6M0=L16gbKNUU}qBEo(La!8_+SS;50q>3+=Y)etWEu5Lga558E^IOI_y+OE?Bb zlaqdtX&Lu1d6|Tz2dBYF0*749$@qv3%k%4aDohSpgg;C(aA`zEbap|>m}jv<(_iI_Gq7r9^aRD0P}It~RbGbIwD zL>6k)Z}a2t&Tp_UBWsrPu0g^VLvf#|k7fAKRAMq(Dyrz>~;DieB0H{J>5V_rp!U-7>Bi>>g zj^Z@I(P_mq$W2B(sy9R1B7|?F(KrSkK$3*tq}yRLRA7Z=-4w)0OlzYxnUN(>|1)CG zYf>}^otN&uB$UJi_4kAOSP2vZb0pUXx!?gYRuvTuA4%+-^nMZ_;4FpZT-1}53}}5V z;SOZ^Jfg5Fc%g+^Xjg?+@4&HT8S8+d&kjTGd2Ar(fG3;jNXBB|UgTt7ptRnxkpQrCMbE^vwq{i-JPo!rid&Jkz5fTkP78MOa%WgNXa;P-&U3hpeH{%WM#>p2oLE5QR~`j{xIGDfLf}r7s=)hrV*WT&oI69DH=0MTiU&ac4_~%D;fww1h2zCpl<1f#3ezKCu)cyoI-eYt%vGb5xAJqOoA#h%a>%bH@whm z6=a3kI3?l`nVQ2L6`>+mLdaBZR`kR1`$n^JnVcY1S8fvtz9Tx+B{{>QVI`5o3}YJUHi(f>?&ctOx^A9@N!?KEx|rCJ9*+4%hT5Q zNJF!$90p%LUmBiJmtEB~vG?+9*QL@HSlrtFkC&S5v1&skMb92f!0`|u$VJz(rW4@P z_V-wLKt6Pzq-{L&lbN5~yRWTRO{B4GlCkUoLRP>M;(l8Yvr!0D2(bT?5ys!+nA#fmA zNx^IP);E!zgEOc_-s;9oeAD{eJp#*u%>?~hDa3$?60Uhp2WfmTuY;U^aeV)h+@%45 zOe%AQn|Vd4d2OkO?+(D<9p4b04GC@S*^m$T+rRZ!iH7eDws+pLWws-DdD#>o$puTR zi~%NyeY=d2W_v5NwapTf3fvJc`-B2E3>&();u5Zl_(UG;;N^5+oZ$)ud}>dYgFOwr zUAKcpBE0k*1=+T*6yDqlN+dq$v@c1&Mq5VcWF7>i)OZu5fQR? zvj(vmh?V8yySLmEO?~D)JGt6mXg#A16t`nqbr-j68XlAfM}XwRGSTjukO}AgeQV&S z>ljGD{re^M7G)iWrY-ctXWol;t9EGW7Zt%j(lM=5m-_Ziam&MXxj!i-VeyfvAW9!q z6NwWV8M|oNGG#B4GEWxj-ZSrUiD*-z=FohfX`R!`%u3qkv2oe5WoCL`v2R|Ax)lAs z#-&hk&{H~hIw0bG_2gGb;UV~1vrb=ZbZlLD$5hVm)a$l#pYEf_|l>Re`6MK{EHQd&S zVv33ZS-;FDaUcIFB?^QvJ=Eo#m!86b$rtKNvR{FN_62~sUJNHcpj59R2Q-Ng&ir0< zgM>uF&GfjNWOR|7ps1q79|<5!(g>1|fi4MgV#ndkAH5y7qRUex`)7y`onv~nhxunz z$jHDh6?V81UZFH;Ak%@|G(O-9wNYKl7F!Y;D_>f+Z0jVq<3E|5rO-7F#6U#sI?iLR z3Q|8lE2)q{sceC0`HCQcRfBh*uZsS)PSNB!v-bztTWqshRG#tryT7Y?*QiQ?V0#&J z#QZ=-n5|LF`x;;C8g1%0Bc>C+o^KeGxzfBM7Z2mKVG2RyJkU^40GAOa&n>FAx%T<^ z=KHiGg2to4-Y_!@A&70a0-Y3-#}vPFNM$bhM+sD>*nPaewT6T{zA&zyxg@WalnaAZ zGlCUUFHoC;ts{Fkr9_Xk)o-R zD26ufE-Xd5IVs<;NJJz8I7vjN1Lw-6@sP1X5G|!B5cH7S1DOZi9>`<_nLuQpk+!)o*u0ODU=T9G5xGf#Gamp+Jy}jfYza0Y2?SEXeVa(? zv5>F`WKbY%q#5qhj@jdB;TfU>618(}OKz}i28A@IX%6+yPwN;DYr4TF)tck{yHcQe zGk=FOfSK^87xDVm!cWuAJ=&z}s){VkqC!F@1RZ=?5%qs!>3^75>f{-(Ohh$mC@E~9 zyu6%{Vg@G;(KXjL$9N-veh+-NfA5p}_iO%CRge>;8Au*jF3pAb5bqVq4bEDDiad!@ zH^^Y281toX@6vVdN`(^WheXnmp?rQcqDsT%s4S+DD`s zBj9db5rKOY)mLUIeQeo5Qs+piCq4yyMCel6LiPs1CQK3iB>N;sNGS~M=_+K5T(YlD zwfiz1f3>TIWwN~nxUz0(IQ^tRje3&$9lFKm%x6KF6mZYMD}=EVHc}i;hKQ!`9}E%C z7s{1#o}temi36MqyR^m|+jdw!YImFQ0dvjHrh4Cs_(ZUfi^n0zi((r$tCjNk0Y;pu zPx%F~K87(}S|7zvOqiJJE=?E@CeORs(M>E-pOhfl4O;a9_=ODkYg+OPDf#@e<&lv7!IwHuNDefo6g0=+WE)hSV-XTKud z`V~pdC&m#HWJ%EesXG0?*07tAt0oU5xrzV^sPf`WSd1yVNAGx19|3U)iZz}Z z?ki(vmCTq>?go`rws$WF=Mz54C6d4`Te#6YSd*}P+Cww>b*qFw0$i_5#K1|TB!{)@ zP{fv}v1FET^o4LR%w5FqolJ;1#mA(QOY3hKBwb$e=9BfgS#>RtALjO6Ab?r;`i!NKC`iT0u!9wqyTt5on3G8*h~TF^W|q*dn@`l87i|^0ANTWet;0;D#amgrM<6&Jj*?LNM%4Lps>s$E-8qjx)3Xs@L%L& z0oKI1SkfBca#oTo;i#)i_^L~3(KX`L(qZv~Xd=xgh3l+o- zH4F$)iLOR;9s#mHe|omlk*AIa@<9w#N%dt=GbEvoGH<&1f1zw`paknLUsJpNxvxpU zsqW-bP!nE7@e9_Tr>#rGDP8$x8a3iFP2&f2>QbVf|1i$sOalr;lglbLXeLscI+A8O zU~_9#?8gEg&|hKo2j&kx;L>i$?-^~My+v8^=Ll=BdSX@-@1!DyRThZ z%4r{*D(wdhwu*upP|yXg4N4X0$72X9vP0a!lQnO1{|?|Cf(CBF7b>S%j`lhYr;sei zYW=C%Dd3r-Ko0kkhlan5i;c=ekQGM}WK96pruP0IWS~dMfZ!Y(O>-)FLs62x4udHs zWOa-!mps33z}T1hq?0VjzuQJpIhcxph{|}7`fg{lhWqsrBz5JIuOK?gW3sm5Ux9w!@kJ&p#m3elxmYm^#8obq}ZL84Sgtl zY$-j~C0hA<97Ew{A3Mb(BE=V;Z3-wx6hfvLVd%X(10DVyXB3};nTYzReoGUGs|Oc= zL9X!xN{b-tI1aI`bx$K1UMzoK3P99HM3{uoU=FCH^tR1QLzAoOO$6qY*^NSGH@alq^i^t3=jhY}wb#TCKWr_`hc7 zOSLN~@GwSt_3BkBlLgmk!0!Z5Q8y2y@th`}ZsuM)G=M70wBh^qV4r@S3Ts=-_u#G+ z0!%*L0)(nksW#NFTHGEHLZy|0SN&=1gt5geZ<3iX!z*T@FhV|3*RKb7Ux#l^o!M1b z1>&qIc+sV0tIM?Bn)OuVjbi8QC_$CdLK3KOQ0Hv;Op=TXIiKeF!!+bUYkN@MDn%xm zBjK`B1Yj;^oI{=pJ$Nic#4&|aQH*vxJng;N9)BLiV1_vt7V1k@iA17En}*<3UARbI zH}j*wcr}95-VVy7z)vcf!^KK<(r?}DG6CF}KKYa^{@90tRn-K|{Px>#WKVdL6eR!! zrNo}fSFcY5`dmO0RVm>B6hbOwa_>l+jI|Lua(^8;^42G*Gyhy0kR#evaP%xNkPgrA z#tj?dDKDp?G)*qK*p-BfWBPHqZIoY<);SY{FFVbS|IrZc{}=H%&nOO10x6Mt-GwE8 z&#n0URsYJ-I73B<9EA#tDao4)k)~LD0&d#_8=rR-mQh^0J;jAn_GLUmSSW*J-08oF z7GLRgsVllOJNrbX@Sbg?_ztBGkRa}Y+B(lW4F8H<{$eHLk7jf?Dn7Hvriv0u2<@g* z+@0x&cuZ=3Hrz2xML{i3wFzhOvoVu@!~&H0i0&c#Sxq&n5ODO0Ep(CrgzZzZeltaz z`#w<&w0%kIdby~_=Ro0Z`iUl;jr?a1WG_j%8v*pCW<4dni6Vv(Wr=RQ!oihI&XX)@z*bz+!+IgklK?3?wGax z=BK7d(MyX8i`AwKzpkZK~r z^c7mAT}6WirBPm*iab!10O}@|d#jOH>d;;-_hmucml78BBmX0gLu6mWV6BkJ<68<9 zACX=ADqEN;?4#?SP-9a`SS0DJVGyAUPLq})_@-~otKw(0FeA&@FMB$o%;MMLuxzXjwsgt6`{8OU+D0!D5n0^%lT(wfVe_F zbn0?)a|KjLkjl7_D-22HDCKF2ly;55f9I3!y6gWG4v>_R(-9f+@4m|wFf{V&BBZ^G z(8RxJZ@gg_)@7cBKuNV@$&jXMM(+f?g7}gbTOgDU+`0O^kL3ZK0VNF8UB2)V;fjCs z|HV}XCcNDN&ktn25}_>ZE43b!^PeO{{TGBJmOiPp3fd!3ugO#O*ResaV#~h)CvqhY z`G_#0dgYYIFG40~7Qu>KLjT{4WPg!0(IFg{H!Zkk!cIU1*BGfIh4e!;8mhCY9x?76 z;?WO6Ydzhns9E8@2u^hLQ%|INI&$)E~aM#cP+2=fE&tWmAmkwL`f z`7}GqyytmmIW~OXid+i$5r$m*6!_Yv^Sc}>9ZF3b2%nspe~MH5Aj!68A`V4Ag`k8E zm&G*u64pJb*H+pKQOwhi!?tWn?6vhtQj%m<)wqQ1x-LH7pc&ZbRa zFUUjVQ`%R+MdW71J-l?uBY{g#lZQq{rpiWdKw6pce&iY$cP2Dd;1=zFVEG$1xXzZ! zEEb7TVh0&h5s2|^pDkrUsH|j|lx#HOh>+zxkEp36N))Jlgh6r9)?m`jD&}h-*RDjY zjijwMwi2H>%4?+MOAUQd8<;cO)B}DmqSfihrmNSWtT6WJTjOwAhcHU=66a?n@r=0y zJTc|->3_>6^B)My4w>G!oQ5>H-YB_Q$EB(9F2VQd!Rw27+g4+wza{qKQo5Q(<{{X& zs2dl6I|EPKw3Of5%&)kJp%gr$_CK0ZbS_^?kIF%=pUhx2*86*UQut;?O^I+(th~Iq z2w7BrNHLRH0G%+irvqb48}7oINamMB+6N*vR6QGcZT5GNh$a&kbZ*FSx*z}*v6voM zINur<`5;3OkVikFD_fx=if4$$^cYTY!9k(4PwS9dNLf4kagqMR+E^aCs~CRtvyWt8 z|A~3`HQLkq*d54R!JZa@W*u|ym&lJ$9v%Bp=MeZ=NGFv9Xw_ry+~{`ggxlJZ*YV|w zaAfrPNHpgqIy?2EhsLaQI#AJ+CqAg;fw4~mAzen5Xi`BoW- zQV|(Lp>gdenbqVL*I9oqN1-Bvf3OGgJ;x>18c9YvjA|&-mWdLvL`*#{)|^LAn@flM z$p)kH)8kIs7X{G-(lJ3_I@{JNZgTsj>J7L#&4`V|`}5IFiwzk)ixQO87Ws8vp|yhM zhRfKWH^zTeusmpXN!GFphdpYt%a2oDrTU(IS2eN#_1cOYMeXu^+H$(R6 zMsa*db~2jBloA`z&Utq_s2U|KJ9tKSUpgS*DoBD=k46R~b6ZEVWgI1dZHVu_Tjf*h z4ki;tC*w98Xbx^-(6*Vyve20KORR;v6n)?)bVTWp|_SdRt-sx}Aa#xVDb$h$s*VWPfRY+d2gLo3gH`d)|!n4J|4 zW`4v0ez<4bIQ-wY;tR0Je3z;sUvS9USh-F(SSsDV(dCtPzpH{W`5j4hJf2L-x_oeO2g>aP>!vp z^RS_qv}|-Ag#y3#p;3uhjgu>BPDc-pR_W8_D`txh&iJl}REf{R+g!ngfMyo%W;ZtX=3%8p}f#`o`Q zFl|AOZ+GkQlaJpN@RFXyIXDLN(91apEm!<~@8j7Hn#>(%ViG;~?bzX&y&R*-VFHYJ zLrt$n*k0DUS$p|_Hs3?Byl|JJ;Obsg|%qdjyWdsT^nMOQS(SB=B609~*Jg_2yU}-8;g0 zgKH`nfOY;B-PqV)vm->U+P+OEa(i2xK#5=-;Y9Ec1}R60%~9UHB#jlKzQcJrW(O{+ zCP=RgM0%F8$zF3V zlXhr?Lxk8brJ*#kE(W~gaE>$-aUTj9zhWtk)t|OcM0@?v3;YNR$7MsyES4?9a(q!0 z!t|f0fH9{2+J)DOi$F)WcX$}xarW}U)(O4_r(%jwP1rG}%E%D1hFNzha<wCM;@w-@ z7kTvkOs(y)p(txvOv#paSw1jyd>ls$qeC1_VuX3 zo?)>EcJ>+WAVZ1I(8$@M$)`pY*tN`%|JyK$xNodNq>wOKQJj$c{~2@n=x@y z>hzJkoVg4>jmvUsAfXK^j<6ZQ`*M`^+`BitZ;7StTT~!Dm{DuAXV0-KQx5kSKB7VS ziQMHew}BeQeG)44&wn!}@wkP)Y4?i`iQO+RFtWQl#dY?W#OW(1TOQMxKHzroh)9iu zP487jA|XyFs9q9VIfm(>H<)9x$q;nlu$m91q!!xgn`Z5Hm_8lCBmE;Mi|U#(d>EAF zgnae&@!bc{*(e_N?PAH=n1~%a58lnHau5Yqd_iLKiAdSJG)A?R*^By(gOT+2k&|uK zZeEeK=&Nx*I*7zj7_}gAG>MOMkJSEWeEB5FT3=_!we62`-LkZ3%GX|QJ?yXrcOn-Cg=E`2WzWKTP;%EMtpSv#EcezceaKm7aLF-UnzCvD!z#^ua z6qB=CWf`XyN_<39P@2~x7)ftZ&y3_ftq=L;xW_Oe^yPs11YQ`sk_1heOZJgIek+?l|4!2 z(f9JQsI5L0;V57vYZ+Z521KN{`{}Nx5tZowH1+HGjvBf58_VqaKHT%&#jM@iD&DEC zGa!j=?cFVaq`pOrsyQc5^P-)XNoMhg#LYcCOw!lwkDqBl#Ch%1Fv#Bd0T=C}=retb zs;Re8p~U0Sr>k6aZqvq^ewwNE@wm*CftMyn+G)ZvD$4DB+q2I^%he-CIJnJ58->&J z=Q3y`f^IH1SEc!4opP`$>FZPJL`W9xpPc5v`0rM!$bOm)JCaniHK!wU@=9l{i$62f zS^rvh=mtG?W|fJ$yYhQ{to8b7CbI6r;k}9F+YEzdYZ#6g!JB);|BY=K>vz4OP&A#7 zWelBv%(Yi`b1z6$n^#S>o@-HEH@Wu(v3=cTCv?-ewcOn`H8*1Jf=_#EW@D+o?N9i_uaWu>tIx0lk^|H7R8CeWbI1a+DVEK9fB_Y00 zn6O8?w8HF0@jmIfsK#prR3>K=7-A2-&gV!SvA)>RMJH$Wx@|Lb*x?z9bn%0p`*Oc* zIx&t!il#qfIQ%2tdg-S<`#~Sj`sd)4B5~ms-42Od+;bmnzA_AArO4oC{K0xI1Jw+* zPcnDDk(}tf`;F6g6VlGSvDKaTW4nqK z(XOnKWLpZRUvy{mc`*2l>C-JVeu}KEi?GX9`8c=BI!(rKtNS)wMnc{;p{LQhf&-W=jj4Juc7A#hVWLegqHU4 zx!t_IDpgI#KxlnPKb4HkxD*uyCoBv+P{(C*Yo%(HU-6)3$yHURl>3_tK>CwYN!`~3f=iL2Zx;=X61?ql3 zwa*9Db()xA*o^5#J@<`sHuTM!(mNuyR>OZSqUiGA%Y*FV)IAuqBO5qn!gj=k*z|_d z9H#&2;k>zwZ=d0u(faLc9~IB|SPo&m(mjAAwXSn+zk%%Yc}?Jd;rs5HbYW{ zjUzQD`u&wBn6;CG)!Vsw}( zcf-w7p@|8;o*&?0bZ+4BxlGm6s;P;d83U7{Ciah<6dYj#r=oYr;spcJM_bUuLN3@e zj5kS~;;>3{^(4z*7o($_r4w^}=+G6KIkPsUu1~$N%Ir3$hwa}9ErSWO`E5vK`VIKq46P;T|j8c3~4S zx_mEVPG3Sqob3fW&6{iI=Gb0Nxv;9bcH{*c7&lP4BJ3tx-tEcI)*g?W`;*e@lFd7o zm<)*61S2!CUVUeX@4=l1wQdiw7y}SuVwl(u@9|hojNAIx#TT!xPpvi5H4eAoEf{dz z>_A2Ym`#T4#27=EO%6nv#_E-zJ!tbi1M^(c%J<*f?|AsFUHA68&Ki02wZ-F@z;##3 zmpV`4P2xG92mO*7nNt7~h+Jv1Dt^oWs4Tm#J-}6cEr_iyXbHR)@1Ili$QUu*MhnKn!R8Ek*yg9k#%h~l-fy$p^L)E#tYpDa=%Re z05x&0_DlS*WcINh9DyHaK|J-_8upTrB+DxeEs1iUS~ks;Logf}k`l2b`|Abq-4H?tg9d z31;!Q4%MEq(Y%)O;m84rV~#HHT@W<-XvHK;>SvZXg~%+4hlvd3-x3WETsLxnUXK+g z&^${pJkasY?jwKt3Wr;_hn|H-SZ=}W5_ve!*>?fXM3$3!=A;WTnC+W$Y(Ai?hHoE- z53ZE+{Vd0T__Q`{@;wM*`f^nNa|3bWGu)PjfLScq&0}!7ob}%tfP>~9P+?IvyPn+G z=p2HI!CZ;G6@zzE4T+^j0n{y!I(@v%CwBe?1rzEgGC8)cmHn-A;`U;rdC(0$)S%5~ z@W^Xd#~fX!@y(blCqqM=Pxa@{&M@hxW;qcqbfr7K9dsaL3TV=I78J#R1%}Sf_zSiJ zONDcB{L4|tbIklRBJevDz|y@L1CNt-b|V6Zq_t#rNcP3umScP~#QQCsa#pV#u&n@H zh;MA}fkT5|WwyI{iE9TlG^&x%Kb-Thl+KKvUJtz$Cp^A}JOz#D>FvwVpg-Ct2G5HUx4OW5{7b=!{OZ#0UV`(tu2i_x4$_D#G^NPeD~X zGw6)U#%F4+7zH>m&Kb0CgXWRIh|l!+b}A%?o?c>i|F8=JI}^!~eSKEQymOgMEpS^j z-hhgRzIq|qzK)YE_UvK6l0qD0am3rhcwmWGm8>v90{*waMiabl{hAYub5Lm6k#!~e z7eH;%3%s|#X~=MmK-bkV56E1|ayqjQ@CI{cUzW$$SssG|9YJ1t-%hpB3X9%BY#lU%GFB7wIoW4LUSIvaHx2+SLK&i6rbCrsD;AsxB_lfEB0`vp% z0veF49My0ockadRD^_V-+ zz`=vCqfK;HyY0euVc8FAO*}NDyR%JcOitV;6KrCymEd^5wZSwsb8>oX;`CdLkwA;U zk;j8%!70$k=FGX+ePZvNxYu!kY&2BpF(E*ohy?Itl75oe8ewu>@QB`X*Y{zj^uAd! z_u_7PqV*V1%Fcs3GsMTWNX+B*zFH8)On*Gu0kaqwLL)akKX?wI?|~JV|9BJjg0rt{ zO1ZruARpsE?IGQR)(mDW2OMWijC=O5IFjP_ZR5yqBo$P4{;KK~l(eDpGD-=^SF?SN z;yobGk>Tq%)WpSbEHY0U=~WjLA$9O%GgGBFI&`gLi$B6Ze)glL(Hl zmgOkV6FW0Uq&^2A9nbgF`)4?`?Qbvdkoqq z;^T34U(h*Jj=jKhwwoTPyXzn!>LCpVJBpz8byWiNX)NnYl>ptw_5eF_c81%{@#wrU z$1&!MAA+0oa+LA+<6N)8|1ww*i3yvWi@{)0pvD8&u9okL5cJChG0-Kek6ah=aE@g5 ziD1MBF~kBsx`|Pb1>R!3FO$Mpu+rTjK&@1Jl zNvQYLCcTD3drlpjb7_b6_Z$sS>mmh3IwK!wvb*ipGwVS6Ee340IhLQd@OBI#a{V``myyG#K$N3n&J z4hOrv;fRL(Ka|8=(GkhYj?~k8z1<-1C=IAPZ?4(2XX<=D>m&cBbFSB}c2CiSSM`73 z6gw9EbM_vbTYqi3?7HVlD0h^)qA)vlU01Tn_?zdpVd#tNPqwG@E$A2}%aKMAKaHvm zcU@ma?biF5=tr}&XnxpPZPa>h$qY0r*p6bP!KHsJq}5G7(L^$@ei8bi;gd2VsCHox3a{%fII=+<;E$40GYxagMLP2?$)z9QqZayT^z$Flw_t%v zMpV9_^lrzxoD1rKdoj3|{resFdiM5RJQ3>W?<0nvzTfTKu>jVpfbV~QD!O{#DBbX! z-l`r8=q! pja#9)Z&STVkA_`_l8uty*z03*KFkf@+0ZoqD&4I&B2K)n>SgF|g%{HOkhc{{ zSzESF!~S)|9OkBLWZN1Ote8>T@-EU*sintD6rWW_ab0i_m*hQoca+D0C=XOf@BR`& z+exBx=+&vB9y2R1cu=riMuz3{+x7e>YE!OyC_>{dL`2A_)V!@p?_{dXG(I35^$y(; zNUJsRxldkKx^p3YRN&&0JxbJuMqXtN$rh4x9o~_`m#X5p#GjQ-Z>{4R_E4NI_3ki7 zcRm5y)mgTO3;yoj-MK^~>MNH=HL0>~O2v}thq$IAxA&MoM!PMl!r^!5(7!Iku8vhv zwhVRM@<9p0u>tW^@#=TC*8JnJ8>Ej&kw-ox{(YT3`em-Dpg?4bylh3`A=*>4nR|(` zDOQ&!b^N0W@o2tUM5$N7%@@z+3Mua@YY3O*js6Ik&SKQtvU57fnxi}PqjL%Cr7hF) zHziX(PCnY-JXeDLxjV5w@c3~>bWxjN@NO<~DV!_x^=Fmr)u!Im<$zl4p~bq-z?MG} z!gHIY`42Ya#mY7p;K;7}cS1Bd6?_`k^^7ve9)u%z%z#$Bxupf!5HD3kzkL{%Z3$E^ zYP^wx(it34naoFu%;lFaxKGTG>-t0$aH-u%e-ET7d%kSJ8LEUSulsw2(707_&nYNS zQ9DN}os2lqzm$2;CB=!3qCS=gjfMu-Qz24H0&Uql$E<`pO}uOx1xH3=>TDSwA5Sg% z)QMcLi&|GdbcXp$DgW#kt|t`L-JvSj-IUbRhRadjl-%d9-DxvAKJlBV*d8T^-CXlx zt)%N73q94#sMi5S^8T*;s8WaPiSTUIp3b=6r)5f&I@E4mCo+rblRe)-;RQ7cT3x1E za`m9O-lbIY1|2v31XO?S+4RHbO*Sp{G9PL#Ks$(H{zuZE{|eX0;n_6DZ7edMA5jlX zd$cilMETdg6tYa;dO`aKULs{ha_t|)*Qrs`Fci9@qEq%Y_v~uW&`xub?BynEP((FL zsGpV23)Z1?>qeAsQ_Igkwv6mdL#M@kohO^;RmX+&g@nli| ztQCe9q8~aI|Ifb1tt_PR)9w~i*&ThJDy@6a3*$-QKc#ytiYXRi?NmgU+n!$X`-T|o z;(iTO;(+UBLm|s(BK$&wcq;3I+O}ybss})AyIjS8xM6!;s1xjBN;RU|ypO3gIKKvo z@~AbS_q1d>mtn*pp3p8-?t(_fsJm-cOzIhnP8Ta&T1~rOrf3n__PNp$@!G^6Sv9eqRjH<#Od1wRY?uK05PESq*B!D!xa>*Qv%o z^?*}QyQ;+B=THeV(OmWS8B?&k2e2XN8-?y3=4fix#&unx>RG=xO2lYM`%F6$YL&>E za|Kj7iU&8o8QkzD*Q}4rp#6PSc|7xrCxz%4D!oB%(3DXpBo$o)8&tXd$q2X>DKvss zm(8+_X?%3DH%H%fq-vZFb)JuVg6zG91A1!bdj^{}UdtjpX|Kq=JJKd{cx`>JEygZT*$ zs21BZxz4|PFxSteeTO?*ymXA^xgDm#?qC;pU6F(}q>3!hq_+L_6t>A~#Yw(Mjb2TC z(CgH^gsPZaogDPep;F@Rf31f9o2(CIPrsV-Xt){IaG0zdu8tgvMZ2L`bYTgKMIY_5 z!gJRhZCdMSv6R$Dabj<<3Q;{}Wui=sanoN<`M4@NN>_(Qa+%#Iok2a96Kd+Q~r`Q*AZO%fa@w>of|>zE@^i4d-%$~UR3)_Fk*Cynb5zt_5}Ms5HUD`I&Bt<=(J#U;ym<%V9baV_k2=s*7UC0i36Va>ZJ_xjS+_*fsquNEP6<>7m@M#Fo& zEHo;wLuM-_lvbgnK^%A|R|XAzyVo9JQ`$0eYpG3m7u|ad? zN7Px|2OSAUw>X9PP^%J-K<}erAT`2r6KCD0^e~QYsfnP9nj5_Et1=}uO}~$|med>6 z5HLZo+IG=7q`Xm!x=R9IlJ6q4C(S&7pa-#W+xNzvRIZ0Q7ng=}a7b*FS8N(oey&FK z475d=GiOeI9f@47DKV)QR5zw_vU%xb;zuVG@iln~HKd8Vin$tl)QH+hL3RhVM5^Ew zHgAwN6QhZia_t=N&hdGJF++`HQE-bOm^u)0FRBWTXiDV=0LVo~TsuKI6?r?=k zM7>Q9DSW6k4b>UoIvJkzzHv5=x*8!FB-k|TcB_pNEuv;Z^BA=C5d-;nL_OHh^_}4i z#Q)dVxyLkhhGD!=x9OPc+#g^zrDF-(j0($$!T{TC(HKL#?4P+P7mX2ha_J(TVh z-{(8u^CRKHbaT1sCQSi!L}b$c3aW^)8Ex<88JJJ|O5o2$@2UF42vM|50BS9>k>ZY1 zS$t$P(3fkVmKW9lWLvJD31Fk9FVI6;98Krm*jsJliJ@PLT7&`|hgEWe1~emYWhwVu zyJqvzpJJU0DxC|4I?l*tU8wY}ll-Xk4uexzE19hm1lc1MFcyun827RyVi({s!e>vM z7=XEEH*0Ji+{_)~%{Ye2LT-K~0*nbGRylU}{wSNs?nJVx$miHRdu8*yP*{1-aX^v6%;&VL1gEl3@G;>A!0~k#3#+W|v72tLN(}wTG8n9l!i!VfvfW~}5q;&P1@^^pNO5rUWOUZtLGN15N-JEU0q599i>_fvCzUE64TQixj#g+|mu6E~ z8iwaqn^~GMN-LoPBQcT*nY1`%su;p>%>+FXnFz>GT-g-FS`8D^E}e<<@Z+7je!$DV z&I`$tJoyrIUK5rnzDNyBp-~zI_s*0;pP&(+PUBS5&$-?xCTJPQ^hw}!3qnI-10tIj_q#ga| zFlacMI{*ttCL8A`8gmv=EItWn?KsHcmgf$*CKnkYO1Pu((1PM(V(=ue?iS~~MpS_f zR%o!7(SMqlp~23MmlBu_C9_`FRWEjJ<0w5H5MR-AZk_kKLLodY=&LLo-$+=?dBJOX zgZBqR9#j!^MJrYPH3MOak5TnV5@#s(QV(q`>6%{vDyuxA5rZC{99SuClVb~m!jB=l zCRq=vZy1|+?o&J!iI`C6rQjzfBKWNENg&b&UV03Co!j!{exkD)@{!n&>=U{Oyy!z6Y6l~I9bABioO8Rs+SD9hYO>-on)tS3iAMO zUt!R8+lg&OL49~=l1_{WJt?`~$>H|)cH|qq5QXV1*CNlSc0#6Tg-Vx)MHJ++ywOAk z$e5;IouHF=6bD;-kdxF{-(_M6bo?%VVpjNx-LMimlqaf|Tn-BJl_ojcW z^Hb)arwTj0fIz?|%1+?5$L-G9#8Ow~IiU8GY|igL6}3lCtI1Q>DuPaT2rmBx_s3D^K7HPX|FpP3DPFDL8C)_}HguK<5>pnWa!)3FC1AZ({6EOU&7 zI-0Q)SXxJ~K-1pf(yOF2bMY-sla)2eIf4zga7Az_eJW?+OnV3&>^|ci{9>(deYqkS z+HfYGN%oIgP)KpQF=M)16G(_sIC>=3!K8pN{i@3)SEJB-u+~FzX;q*!MUt6y_F+-L-#X%tg zpbOY)F|pV9=z+-qV#}okayzvqG=!l53t&Mus00ViLt69sx|f%Ph6;1z5o5=QGY~(F z9heb4mv8G^T3R@*=0XNsYQv$rVC+t#aA07QIN%9`7#k*>9g)1H&_Cjyd;xng= zGrs43=i`uJ8#HydnU)9#S4z>VDy2ejcx^qsqdg2>`*!WJLj&`($YK;K#N8W%(PJ(9 zes*@Y5=nydbTTpH1j93?s4ye-_VnnGL9_(9{vEI`I?wYPk%Q7XF_2mS!e=-}*t7CX zeq>{JuyFQ$w}Up5_^@gpZW_?;d4!y?#Qt`^jR{dNn~ny*AT?h^LQ#nAvIV1$$&yOf z=Smkzv59VmduA5&Lv}wo`lyfTDpNPHqM*sinIg5g?ly-g1r@*F&pwDWeeOV5mq^F$ zPNx&Q4`$LcGT>Jk0QMT?Oe|ATZ62f9;fwxVlZCiVAI_vs6NhEmYCGs&R7LAM&`jA1ib@J2Ff&+cMv7;) zp`fLa8KM#b3Ji)$iaO?jgB%7ym=xqRzyNbt|ND7|8PKv_?Y{ke|KGK}xO5z5)~xle z_kEuGzMuPfXVZ+gr}XUpOm~jsdQNqFV0O?~6lcY_2E zN(5USrfzqb+9&+GJ*TI<@y6oCi{F0_e*)=`=JNla>?{9p1I%-dM z#hZ&g0#^qHx+~}--~2G~%6lI3R^P&3jozPMYJa@>fBrG=^x(k*eQ}N6E;6k-T;BYN zUBe(lOnyOuHchE@=7Q>MrFB-$KfkK83D6V;^5x!!A(3gNBhpLvjPXgn|J@No&Hh!l z`04JF`W;H$73JRSbVH@wkm*vD*(`ccTf5@R=jV@$x}pjwxrmoU$y=flE_*sI;efn~{;(3!V!4$?bN2{vCXR$5*Rvy~pP+s`$iS zR}!GQDp1ysQr3srH-~vPif(DsYqW-18-BFYmvM1%dVT28Q}?Aq)*U(8>fSV0-Z*z& z?rQuLX+o8nI`3+Yq(*af-z2Ly&dp6PpNr#S$dwToX8q9Y%S*mY9yzAPNi#;I9>djs z9^d?V?!3T(?9TA|Z#`Gv;#Z5b2_kFGzwv$l^Y8J~cg~dDv6Y0`ewRZ>@Sj|cvvt>M z<-9i5rSULV`#xUi*(m??;P|y)k1xe973@-C^_La89+A$ay(5AyFSN^KH=OVK?$K7! zosyE0tCMO9i;B{!PgO2Yt-CO11mEpyv~zGxn#OLxfW0oEt*w>u%EH3CB4u@T^}fL3 zl%%AgO9BGacv=+N`m)oBn3g>;cTOa&J(5%^J-Bi}&8fMCV<@LI%>gr;#YF}`0@b+=z$H&VJtv6!b)qKX8GiT^yPM;3O zdy0a}HYdJs7?@MpI54nqWm8rDlSAJwT$Md4{QNrUq3My1MJuxgZrr$WeBp}B#$0dj zX?MQki@wDmWZ_QNNPe;n?Hw6ft&&uaNIg5^i?ZeiO2Y%CzDTK$mA1wf)->0Z`D;)5 zYcIy=E=B~Md#*X6_S{gHI^XmPUkOdcrxih6G$RhB>ayj!g48PoAL zlyzlU%BE$?rX8Y|9rlPHjVfvR#>vTc=7tJ0jJh7SSSH*}PfVJVIVS;>OE@ z48L)~__R28?GNt3S8_w%G7LFM2iDWA;hQ7)e`=R4U!Go6kXAG$J6d6kQ7?Z88!rxFKRgafu2HY+x(qFC7UA1pL zVBdP(Nq^mjueDJr4);!--8prS-<2L~m`Pvf(Xd!*2hU-NFbu z?+Jm`18iyor5g5=6|lD9Yx^q!ttXtcClt+JC_aeK6^gW2&2$O$BdWC&)!rQ{+GAVg zBW>~-^W=npipxjR?;oj;Z%EE^u8x$pM5g$C`Axpx1?whyg&d)}xMme+$@$;zTY zr5=+#o2$KJZ@8mU#7Ivk1)o;7>{H&ExafJC+C|KxZfxRHtjJ zX?j(hpt1Fid*8lkfqm0He6TRKaV^b!Ytnigs%EysG!=jz^x5?wO}DRjk(j71dHZ~_Gq z%n~)lVYU4o8az?mlcH@_$p*y8w5Hp0DvOJY5z@p#K|hAm!22XuUBO^Hw~l{$%a$$0 zwLO)!I87(9-JXl`3luUWcc(}`^6ip(j>z{KeeQv{o=DY~~2ZkYgT6)#g_7d@Gkz&!IoeQ(J3>+|^ zM`ngTz1CV@d!fI-?wXB$Msy6qylSI3<;(aKRWzOMqkk!Ry;3E??bOhHvBPe__}Ad2c7BFtCs}PK0Leleq8bA{EIHg*IK%l zVRX-UN-M~uNr`K!3sWct1R-FJ^7<&IVQNeRruTxlu_YV&FK?zmZoJ7_Tx%8G;Z9yW z<|qXdWa8qS+bIDmniyq?UX_W-RhX;>B=tAByu7^T?M^M*X~7>oUCkB=frem=bFy5{ zQ#Pwiudehe8|(FYAAZS8YG*m2f+I+fhYaIX6r#S8I^%I~k|4N=Qal|6B@{=Cfl#-r9PYK9#g7z1rI%(!pOt=j zSqH%CVpoC%33O`wq5H%;*3>(CtH*i=;PMP*Lj65=E1;P4(uJa?g<=^7^d}KpZy0;; z=JnoPKdP__$*|Jtm3-(M$j~@~SgBz-s>z>kDs;boB=yn}-R*e&?WnZ;DE*~)UH4;{ zfOx&$zVRLV^8u~f>|3^Zx9sv3$fA~?x~Gxy8vBO*Rx3qQX>O?L{?Tn|L`s;BMScSz z!+zZnL+;wBBykii1zZ`6oa}$my0LbnXfKj07Cu+fv$&*Zzwpld zj*x3sq1Un`Ray1^tL|MtL{OTt{wr5)@dt`4mK9g90hXkfSf`ha#j;GULfq3i>CQS~6;WiQkfsvvoQdh0zD27)>!h<# zlu`0aQPR>9{rsv;srci08d_q=M*zILx*l!yuB3S{K10WqX+yDECh^Zu2qdBtkPrGq zYj2M&7QlIL-TA^An!3%Ji9+Gs6FJY&$zsmw`*5kZ=BD-KcU)eaKyOqj@187J9-QbA zoJhdA;zXcC6=*O}ypGt#|u`FA^OaeFPQHH6VqXCS*5WrbYMsa(_;Uo#YDa$^>y}q-RK^=NuE-DqvsmL zFHBndJIecX;f`LZU3bnbCf>&;+Bjb5qaH4IxNH_gpE_ zKA`iss0T|sN-r)K{YXs0x%H=riq65Cu_mlU&1XEDfaFi7&Y*R4YxO{H5z@ zC`O4&Hz^fh(?t^;uUQ*UYcurhlhGOSVukLqVnsfU#ombl8~CYSSnhkIX_Q7o0nx9V zu0CZw>`+J%0w1l~y7)T8iA%caln>Diot~Q1^PLiQ;+(&FP@J z!MqDw#B`U083fsgE(cRsn}Q<&I%i|jW;xUS>Z~PzNsz9M$J!)drOO#tiYWVW5s_By zIDhpxUFCzSs@lQL1Z_Pe3rpPaq5Nsfq{{>-`50teRNVRD=M1jIO33>zrWfkpM)IaB`$G^Q9JEX zs0#g4JnIL~b&M?Zr)Or5?8ly|K{Ch%fYF_ysEfrSe_2u1RN&9k1rsIb>BfHj^>fiN zMwx>~nh6E=-|Rdqzut3vVTKXZAWW8d$L~BFUh<{y(H4r$$cp~bdy$eQ(OD0Yl!jeM zeNKi_Cj%)-Q>IMOjTci`J^!JA1GpOV(hg}-OUPCEM=mh|^72&|`5wK`0PZ{iDdWbO zGXj1)q^9a53}`rz$ihN@sWe7X^mj zqVyzxOiC}Cv?_lL@(+tA6t<)%Hab@=zz5jZ5;&$|z;T)gwgv5p6hB=}v@)3B`;XEc zD+i=_$L*3PflO?aUWBBTsiz4k-Qs&RWrNoF!4mf}?|Pi%t|JD`v&4D`&ff8^r}b(+Rn=i8g z@K1THJ>*fUTo4ejLrdfN8tGp;pYIY41V?dqf>-5}oHQrCaSnsb(p`@`sB%GyCxpI! z+|szAZ|^NpJ|Mu26C$W$Iw43pk!2DDGwB8E)s&IJi!dW?Ff}L9a-6fce%+|ZY+Blu zvW>#K&&ImPR7`H7L{eB|3$-%n03r)6K^l_{>a0Gt(fJG2O^vh0H?FRxsWXWD_@a-W zjMO7EIxFrOsWIV%A$2t?bj>TPHDCA$Ke4UKnd_gXzB;MJyyj#)T=lGt_{V!U zVp|k-OQC}m)(`*{ACNRmk?u4xR$^5usX-+^LlGESDaSFWE#2&aj5Bfd{l7&LYP!BG zsR$YjEr=txKF=<$x>Edw>Udh(6$+~@fjb)VvRrm&Us(CW6}{uUQw@}(+m@eJNC{j* zJVjyML|3l!XrUwl^(~^}gte_B$@g+5Jvt(uew4eId+20{T zNRZs?7@~{)1gyUkNg>%ucSTnyjj_NMNjK~^X?FD%0|pKZE%%TNX#-1hK)7R8eEjh_ zb-nVxfmC$j1lwW|zhRH8-oEx7@ip=6DmFk|mw3S9BKpxTjSwx9gNQhLzW}EeD z$Rgn-h!@=>i&kXz+@7o?X!k`~SHES;(uyn7?06TVKu`7dY$BK!H#Rzksa=RNOAXec zw>&~`#Y*nSuF8kDTZ|RgOnI&)V#OneZMLcZA=Y`bbkhTy*8MiExJGNo@XvrnG^H&q zq^LoHZ2xKA6VvjvSEt8ar1Tqh9VaeB?hH{t@vjs5N$GwgY+rqkAJH2#K8G+Tct}#p z$M^au?p5U{05STnfl3gNe>%PLv`f?Rh;r|H$XI1Sdp$YQPIwAhm5pDjAdfiTgUHiU z)6|q)Mb`}x&3m_MW$C$18%4T1o=wC_rNE7st(ypAuvkQRAa#CBn<~vSQcb z82mMO36QH?0nwW$F~YN{8I{e~k-mH)qZ&9JwE#1?gp?;rOPi!g z^a(uU$(UpnoweU9TECA)2=m0HH7!Qu-IpugmlPD9)J#GKl9F0YT3WpJRJ@k1qOgX9 z3-9_N-rH3w#yJW4ntv#FJFUZ|Pes!A54d-INc4^T1Ro`q2MHJ;6QKY#Eb@J$Az_w* zA5w^#Dg6?=n;)ema+TR%Ue}*evFjV8Z&Cz8d<|S1p$UqpAp)_|i8W63Lg+G(_tPmL$PyT*ideG;gVCCSVNFz$OT~!g=tU zB2*`6@i2KNyL@{#)klar-sv1fGlkYkC&-T8VL`}(dRsPyE z1F>TU1xO!w-oO5NMoc~fd_s0Rv=h@!Ph5#WJ&}(WIY1cc^`W7CH2t&cn8s^NW)Zb? z6G%F>*Iv1dz{Hz@@ui7w_}(2`7yQRn5UzX zXefy?%GNmLm(q;@^>jPg&yQ1F>fb89`<7RAxmPuT&rMGboirFk?hy9_>Iiv|D|rABw1tFap=hXk zG-c#l;0Lw-^@LVQ`ff2mBtpr7q#c)gJ6txYRFpjsPUH6p#oKL5*!m^upH5g%GSz)8 zcu0doH6x&^I$HmDu8&h5^hH`I;A%Dq`+x>0r&-;cLu=v-zANK|l-#J~cyA8^y?oeI5Hs#=5fvn3T|^ zt*oqK-`;ns?m~a2025ucYrVFyK7J*jo^#`2_o9LVuD8=FOYOi+7B_Gm#=RC7d1{O;O2% z#N2wP6aYn5{mb?u@&2}Ne0gUr-NQ-M$(G#UQp$g)k6Kn^hLeWWMMe`--gMhn+?xc# zOe$G1^@`Xo0C#0c$)LfwElpd2ZxIvAnTUs2bsog#KRsyy2ZcL$!PIdj`FMW7P&=!?@!iyiiJKtDpJ3E z<5K4n%wQ0XD9G`JSzwz_vr;ycM&Kp+i%jb#AIVdDCcgC~UqG5BrI;QZk#&B@UPODM z^#~TUq-!aKk}$hhB$Xu28PzWwT98W>qA*E!l!}}VK{T88<2d65xQH5Oi5h{e_vq%5 zr2^KKM&9}aYT6{ItQ-)AB$|3JDt-9q9+@;d;Iko2jt}kh=bmXZEv>#arnfMHd=1bU z@aF@^NY5tVw=GmP@RNgOc=`4W%EB$D33`$yNPJ?KR9Z2p1-x895hZtyWidrdloP*v zKpDt4ZY8;M$Q9-Mla!IgK5wMVHc4;!yqD+FvK^%wp$HN5IKo|xt5YH zJPGo8FwOfUPTY$zEGZ$y80wa!{GEukH%S4yfr*^Kf-u3`sPubLZ8POP55W_{2o%c5 z14Q$z5tV<-j3=XOKP6CWDWkuGAyw3VI#hUvLQgV*rSr!B17_p5FFMj|j^p?E|Jf(; zTdyy&>F+9n;q4>$j@S%P$4adv z&C4e9+UkLkjiGX{_>BvGKD8ygHQgI71=&GG>BNxhLnVVf+%oD>={|xr^Bo*e-qS&i z02qb+*#L%7UPAU+6s@~ER0$(bl2S5>qZmXMlNDu~#~0(V=NgQo9J&82{vU+L0r@mo z-SHayzl=E8BD_&c2A*2(WJ{HzLK35&7z6l|{F+6-q3)(Z~VrD5K4v z5PT0h9J%%|1*~M;MxM|I5|WPAE=Ad31n2c8-H4I`p7##H^9g_aEn|%1fWh$js($b8 z>~f#b93KkL5IJtp>fh%Q`V8Yz1ZLoIAjB=HzdN;rii#BGLKEju=|+p9Y#7P!I`R%- zVh}b5H0>lIj7jszDL9 zP?rC#PH`+P@qFJt$3ju&U{*kciP`U(FMwbA&|`y7o@hdepjUNz)PE25pBl6OyMyi} zqx=h3Upa(8aV3{R$&WOef7Nv;IZe4sa>T{0k2<%p_|@a|FEry4Ak zCMoo5s5oIC>i~H<)M+E`oba3X6?04yl^eAUI!;9;f(utVQv&%z2m7}V@Ry#=e-B1?`HxM9dJ7$?)fE*LRPpCBM+4;Req5CjLfSjD zwLkYv?Q0M02h?&_fl5=GfTQW1>_=&uR=^~50%gq#BK zQBvheo6h0xX?DY?@-pLP;079{vP=MwO!-41UqRp zhcS(j3dBT}DdbRAvm{obCbKhfcynt;XV-FZ2zk?~E)yUpzz?OxsS8JcH-R9WX@Y|+ zd}TiUO@;YmdXi#1>9-#eHSm*@>pT*_P0J%n!L+Tm^?uZ1fBjxNO>!2~q)9f``6?3Yj}hS{Ay|#YcuFxLQpU0kU+@C28uI>68_sHk1X9Tdf#gt0#_-w0*W3C9`-UUN zXj?1Ib3fr*VQhMhs4~GNJe$n?cc~n;5N@%S5Ci$X3v1x9xlb|fVNvMc$O^T>Z5li8Uvg(?ll|nkH>SIJoqX zck7|?OPn^jBnwQ&dSnO+qpti`>SH9MCY4tCngJHkm{htUwo} zbyUmx6SUy5Z@JJGbLTa_`EK-$30qKBiy<>i8Pz~(N|QmGMx5qYB?PThl*Ztkl#uf; zgJ>05hFX^sKEYjll@`<)Q36b^L0$ozGNp4fq+5tV!3LRj|q%5Oj?PMjq(-O1b z*A{_^7`(^dBE?C%BExb(Vd(fjcYyyM40FN=qki|G|D|L0m)=3)&;qy+MQT*4m!PIW z0;fBSGd(hEQFM9^MJgyq0}%oQf9jbt)``C{*~D*`O)yX$km6v`nu2BInb47*if)a^ zg!%HnhGRTVUYe!Uu;SPvR&>Kc|Jv9`^?T?6$_rnURzjJr3l$wyoa%>1;Tx3!>B@J@ku!O*|zkh`^bSfaWabXet{cD^f2pz1m zOc~<^?ghnjgS}c0d9Ov^FhPHm=cu62i(>_aU!@U$P+{uboAj41Ix-|tiK`IZGyj2d z1Bo_NZpd00qC@Wzr2{r3kJW)58}J`59X<9fzbi-lTe;vrp)Kh}4f!!w)I;j1G>iZj zv&Bqx8@-8#bd-hlvH7n|DCs;QS-YHOmvsD8VJ!69Ej}biHRbe!@YjSk3kb-1RsQYL zmhHsZd4II!iPIh0>cM||sIp<2q~D?9@rd9qx{`B7;6#eFn!jv%h-355KUOnqRU{;y zR}Wd{Ep_IVe#`1YrW*N^J{H>+m}t~5v@`yhx!!esQ<*R)jE(!m(o6OU{Bisq^Ft_c zZ#|ZqHO8MXeW+rQZ@6mu?R3LhgWP=mv^T-453#k!<9@@~lf8Ncu|kjPht(@GtV!R~ zi4sf?kx=BDK;(@XNGzbO5NgqpPM&y}m0@B_BMtJy<0Yaq58sa?=HUo1pBe9e@?=o@ zL8IVknDs;|M^4oSio`9T>(hGr{2@Ds)y6Xds{ z27Fjlt}vq;Np#d}m5%n+v44Ta%Jk081%G}H4-R5JxC1$BVF%(+o?$)k@ZU<&r1@->#ZI2e0Q}L$0It zko<3j5oE3)*i3QBK-~^0-{-Va=%YZ(ESwh9|2W=knAE4~iVMH9A8OW(Vh^+z2~jl>-M%KG&jf^r(=G+DsoEG zZP1}%?lijmn%y5ZqWsH@i8E=-EOgH;pv5>-Jzk+7H*TDr{^u!VY;C8#UY(pWMxgJL zx?RfA2b)~Q9CNgD2K8c@BQ@}XZ3#shDOKGoqWmQgFIZ;FJHE-E@tsVB8uTX zb5cn$gC~BxDaQufl5RF--WJhkm(N=?BwUC`;BUVe7Hbxi&6 zn6tF12Dd`iY1!WVy@F6jt8{aTm^y14shJ2}%a*B?=xHHeti7FGJ8mWX#mwKdAA>L! z8+lQ=imdMBM%Zh_A>Ky_{ls=ejQRadVffxcDGCv4Riv(5`VZIe5gN&dp|fh zSQvrbH*PIGFWu5HF&j3LKGm|F1GEo%)jV3FLemrxMw&;6Uu;4lM_c2M6JTDTHo|lM z{Z5K9(le#^VT&Bvf!kpeg7 zx<(lOa=~p2&cV-!f?E`7GXv~vJOWC+XJ?27gGd982Z9^`!3OwpTYZk zvlzF;JgM111-)ugHkxYG;E}&JYW%Y_L)!`kpVP!-7}{&Ad5+p7{Wg&^s1XN7hAI-= z65>X2u4ggz8Nn5r#y#M?apo7TP96PwXfA)nd>Q=H=D|7QSU^~A5?HpE%sh~y+va%o zm=tgWQ*eb`@>Ed2C1^mL%&22KVK*LhLaNHnL?1h<#x35NB_QCsyd36TdHsN6GYiNFGy)5*+NA0?SAu!-bvoVmG%8g+@+cscob|M-k z{n9+nC)lG*^hTS^Z@4vP0|I}`9Ok5-ndgvU2YjChXCXO0b)suD2RivdgK+xM6bN-2 z&5O4KgXte?e%D##ALGzS549gQ0&9DAYqZa{#dGI!vQHt?Flj?#;vw?VNa~pvf(F z@fVGfmkcieO_Ue;^WzlLEkGjfBzlD-NrorEaxQ3| zq;9ZL{j7fv5B)u_@%q*zwuI4LW8ql(o%sfK2-2b~bC^N8fB@$z_rlE1G)UxLHgJfF zXt~I5;Wr9*QIAagqacN@Lr7Y0o=vt(%~9To)GYN48_UrH2Gj~!HcZ6plD$PekdE-& zV7AaHgfSGWp)`CA9+i6G29MD9N@}Bn%|^M2dUB7G1|g@N9H|y4$2KJuWET?r=jsO> zO)KW$)<8kJ>x5LrhrZ`AuC zCbK2qL0BA*Zb4(-v0ZKs*&`@?G&+w)lu2M_%{ywdS@S1K}i@k0Ai2 z3;8V*AV5$4a@n$Hmw5*cbn3B7)j<6Z^z-8)Y=R*A7;S~vy8(8nM~WEK;(6-d>&d{* zjBkkrUj4BlXhrvK8C}dPgIteCTjd)rS(CD9lbA!D!UU?Rm!bz}>Zn-vfSkAO{@eN5 zhubppBoFswJZj-;Nr7x#OkFdC3d4xTTVf-|hn%$?XuLD^XBZ3V6#|FQeu}2squ+kg zX7s2?*MV6}QtpbUX4IeUY>1sRG7@qlJ^Xsq?&$y+#QD_;#P^vQi=WspdkAPWe7d}t zJ$yH7o9+BLj+GPM#xIESb0g`EOW@pc%J?wlZp-1a38Nx~>^_2TE%tBi9@}zli(9RH7DgYi&N(<_E(-dzfLto z0Fj}^-uHM(%XT!C)Y~toM>0qYLT^$YI*oig`mX5Whi4#{;E{Ac-ZTBH%41@$nMog9 zTU~@-(EBV#_QMT;`PgeKUU0;CXnI46=@*9abJ{eE)D>n)V;UZL~u{mEi{ z2gAlwQ!GtoayPT>xM0mTnVV@#G^SHfj~>JxbE6EI4Jg#n{CB}_1!PzuT1eU)v#7%` zV{8WV&@-z*8>i&$U|RTv0+K;3WVC%*D|NE})h#gm26+CWjVbYUb09-&-xIhf#K{cO z%6Aw64~ML$i~YKOFXK71<5bYwzpaJ{Xs0J^wW;gm^kw7dS`K;VnoTBlr7#vq+!IY4 zLN~>XougySsqVLun)-rITewkS)Jq)|TGI6sa7v~1&Sq)F%5 z_!UrAMVNyh*R2HRFr)1?U0M{!F=I_{t`4LspW+xz;%n&e z^S*vej)o8RFE;lx$q%l;O0n1H^zY&@ACvQuB4O$bGX;`lUFe`<_M7eI_bVBKV`ohB_fd8kWxif^?!-887IdBwcS^WNxMq$9 zE;A5kS$fQ}Wh*BGoAd!*vDnHe^h-1gjO}pd3B)rr4@ZUUfqzTC=Mm|z2TyLgr{1fJR8e-yVHaH>m{a^<_*FI7&Z=qJesv=q~#Z4|17m@pK-EIwXCjByVd{6nJZ~sz-{>C6UYkb2k#hz zl^zp5`Ub&%`vsU**$7P&dsGLBJ?E5%_t2-Xa&6k`6qy<`t71dBrzec5#WS&K-7`KTC7bDg6ybBhymC9u%kCVZeE%_6fg5<>Ew%8jF$ zf|$n{C! kQDQIx+;vqo9vw5I7}E|O{!-INrE{PYW|~;E*~cKmWc5%!x4?4e*#tKn3PJ?q7gCD&_yv&{$55Ng^bcD* zPG))n5zwTu87RpAl8q>tCQKR0Za(EE$_H4)tWe2^YrmnIe?+o@&yFWuKtg7eK)*9rM%J zl+mw+WYbftHT|19gOa{Af+bC(fEVHt7r0vBgqd@{gDb$g1D>I?J%P0{h(tXJy*@1PliEdn>{_I28;7rF6AEn}NnHC58 z6!QF3BQ5NQ44Xw6q&UDvanIDuJi0O%jcb@?u1dwplgVGzi2E^6Vw@^_%=6$VQx;jk zXOMtRoS%d3+$@gK%)%70bfZY=vyBBsnjcp8gO3jD{4JIjMLgFJ$3;S-g(?DuA8K-@MpFc!8!RA%=CSe)I}CO`eZw@vuD4;i=h6dj12`jQ~$&ZY6$C z*cE{fL6+HBI;gL^*eq?u{%g~pY0_xh{uLiE$^RS{mFnF&zL~O4SbePXxPyw+K{|>c zY(Y@T^*R!Tp5CuD19AGD8b{LZ%E6uJX^EE@(G5dge-_;cT1C3oqhl6G?I)nixy+kY z7zqXaVMIQH)LU8^G6rBH+v_%M(yeLI++q*`q27V(j~Pc`K-P)EYCjf{4TJ>tr>j1n zDZ33Eh49EZV2>M2v+HfJs;zUheJaayXjS|+vcIMgM$TNSe2#KeG{fWVYpDZjxBn0= z7Ol}%+ewFJnMr6~awLPrr%yTCW!QS3Z8(%Ma>MpVD;&Q7g0J&zwIg)p$rc+yoi-tx z)_j|U7LM!Novs3k%IU`qT5v;Sq#-1u^K;BEqYq<#u7t$SICoo&)cPMnP30EpPNiX) z!}7GgQ9db+?>peTjhIKr5MgxxHS$>mlRmDDbIWssLM|Qt0zc;ajbT=l&LvN=NsT!P zHF8BhAqDS61Yzj53mz#~wF#L71%?nPL2-&Q1HJ_VlT*3_ancSe$#F!SVA)g2$`vcF z*;vk864%pG!=BknQJK{^I&jN)X7~H6(7z+f8&=zKMT}Y$`qPDw^Ni*%&dhHA4;R!! zkbF>3V-6x#TvB{(Bmol}Swa*>Py+O3B~VsNn#)#Q1DqzA1{cV_D3NN2ZA-8=N7CA~ zqyZUIRb$Dh?e+hC_(Xis6}jRNmspeX8fM~88aH75XrJMo5w%$YFdFIFXZ?RJgU|$? zF&tAdPZ<8L*3LMUL2{{7^t*@ygPID4nh3CUPUJ*+z-jNPwuIiN$%eY`tmwB%rQeG@P$}DhN{-ft$n;!X$44FGaEv(tBpKz_GZ` zvJFEaMiJyyq#zd;rxc$?xLren)^LS+Ixb>jLn*EWO^?$VDQv@7Q}vJX8Y=!Ugv zG`V%Cwg1P!6^SkaU@PyL{kwqtaI8kbK%=mYQp^(dAo`+azZqiU3C0466NoTfDHTWp zAxL3dC>dvw;L$be+nmPinj*tH^2uo}1 z>wU(0MeR!aEO{~FCe_w3uaGwsk(7^6)u%j?5%3DhObnVMVDX*BQ9MS zPtW`+r;xLF+@YGss(LO?H!0OwK*#~UtKB=zciB_Fnx7ugK9j#k7I8!RNLHF=H*?K* z!RjYwFT4JXBJ$5M5~HxI4gm0EiOVdH+R$()j>&D9NJT+_QGY*>9xR^j1Y1cI3$COP z6{dP|zyNL|HV6+m1ve+!-uW??Tcgn^3OIjFgLroo^mwubAsR+pz0G7anwcI5tN55$ zsi7xkPC7#|KWT(pJI!arcXzrKV?E&dY?i@vZF5uO`A+v4+UOAkWI`j}0RI;6p1HLR zWBo6JG|(Q)UF$yG{OOg4h`eRH2VpR%`(K%OMjDlWh+zyZVu>0lV!(R%kBrRgSH!Fi zE(T!)6`QEifvs%4@GVJ^*%CB-t{5D@5ZhdLnCFk-;~7s2`~{7T6Adaen7tdy?V7Sa3!i=B4N+`@3JKl z9xQj}K+J>khU`QcNSHxTjp=4zQ9_2KK#GVkwoO1-NgR+g0%K>2^a!CyQa@7M%9{!b zP~1YXgyi=4RE2a_xFM^?#p8P6YKP8lhLt7Pv7=( zrib2Ua`|Lfl&OURUp6L%nY;9KTES`B_T`aHAy3l&+U+|+KI&hnrH$K+rme;f%|#x1 ztFP+^2jM$DU1AjUMRfG_6KiQR+uzrC@E~!)-skP$F9>^O%Z*hR7p?v>=PRp(9vEE+%)Sr+Q-iDi6H&>;^UIP16St(!$C32+UtTGP@nN>n z*6=*uXZ7ukbBnfhyUTv@{f$m<_)dJQ(CMYHz0Y$cxzc@B|J<^L;c4lGAMfdc7xhvcHHp_;7tp& zwoZ$K;UkQiT&&C{k>p>94!dna!K1+v+b}=+vvedc$n@#wWQHkJ+kHx^e9x(7dgY)1v`n9 z_EpwV0~>A47=sOhf6cKHb;Mu`Rm~5W`PepN>w;llyV(t{{yNmjuO#T2`~%igxt#9| zC9Xe*F~(c)&6}nCO9eKyKUC|8s~5#cwX%ZlJ; z#Y8=MO%(TDge`@>;y~=I#9h90}D7 z{g^a@p61#)l|9?kaLe1H$#{VS0YnKnVq*}1NuOj|9O=*x7o!?7Wj7Zs_APYstMcm! z{d*kvIgl)=7&nvR8=IqvL|4228)vL%a&H7iF(S-`9;99KC7DkeV zmXsi-2(k`wXr^>kR5;7av@n|5=MN_#3s$$A96O(a8i|w z#4D04bv?9Ng1E*3W;cw%SCT;;aZDoEui-PowW0jp*Dlwnf9QKt1=yel>J{2%{Qn* z>-J9fnGb^fjKw%^5ZQ1tNcv#KhYq!|O*22sK%ji*Qd847S(~k#-0H5%fXX=GHG?Fr z(vbkz`2_ZX?JeW*oOZAuv{s7m5Ikf}6}U2UshZi}+aVp!0Y{!Zoa@tP983v+J2dDP zD-6JTDs^T~?pwsjqm8zCT$(U`=GObH+#O~t9k_-@e0n8-m7mS_ALfsR>Unf4X+Gg} zjY3#%$X7mT#c?5z5~p&5sfj%R%?Tt ztSk7cxnttpbNvw!Yd>ib-Gjf#hn`228ST8A6)TgC7&Qzl{Of_N+g3PR7CUam@#*RQ1dr(>+F%m`}wmMJ( zfKrr!7M8YU#O;LYS_@AOWD~P~Pm)XIt{mC89yey=|9P-Fwq9d*8le#}mea zMdrcQLjj9w>+N+C57ra#bFOc+)8QZb?GZXnnmf0;M*SMa2q!wlYc{Vh*=+UMWxt-? zKCtUpKAhNytpPb$pcDbGQ1wmlHd2=bJ{VcI{|4H!5X!O9Ao8a}5V6+*RJb?T@J~Q4 z!#2tYC1yjRFykWJb~|&n-d^iWrA?zriUz}G#+)ji$Z&+V)O^CJ+CU!Kp76pK$9B`cX=YL9|H;ViAlj)9!=~{_1ZI^U<+s ztYc7HO#s|8q}E!pZ9gm#%kf`dUHe_yD=H`)}g9g$J(=<)sgT--Y&5}xiD zu#BUz-=zCpXHg4ZpVR9Y&hM;c(Q4a1__k4-ce~HrcZGt|490@(zOC7IOdy+?{MvV+ z5meOOif`^U{-XFD;-m2pY+u6<6Q#&{+?jqX?eQe4uB)7f!J z7I_%y)2F#USrGxZ#!&Cq(#=-?s2qz%CunDm*8S&JuEuU7f`cc$0`f`rrS2{AEqLY_ z8$KgH(~h_oCz=k=vb zE&P*lkgCwC>1Vqz7%RIz=cC2&P;IzACy!fmGH1hqA1*99zdTL=bm)3=gBh1mOq@l* z&RhQ;Hw<4tk>G|mA?&XwBh!pImRoO+#%mlAKIcP8#;rpD=J5R4E}Y+>xxRF#AF(IR zn0}`_R@l=XdC=xP+}zv}*@BQ6l_bMjJGhORy@B*;W^YIxW`;E>@IIKVX+|N;in*AK zOE|KvKsIAI)|Q`aCb}In{*F~n9kxFQbF_wyK37Oq*cB)dhc&r4I6^_Oe{*n{%FW!l z?o$Sevd|4fu!WT*+C9!@D@V^6-EACthjnr*4Ldk&QE+hoj0!X6V)zFQ*D@T`ZrI>y zuUepO(WsoUoncTL+qxLvVP*=Z0(2|>q~Q+LdZL<^fOc~92O0gYWWGY_<6*~#=kY{% zc2f`Lqhr1?_l9OC!m+2rRJS}jdt?3jya}sN8+WDiH7bkZlDR zkBnZ(6yV}3ncor?EqVSK2G40N5hy6$dzSiBMfEaO~aLu>@g2WmD&@#@J zbA`)sR(Dw^&dqh_Om>cKesWV`PgM^aeBY$v&p(B9fhZ6D$b2P6-?$|lw?^Jen;Kx} z8Gg*0adq6Xv@TnZrF@U6zF=WCCc7I9AylxU`nZ+J+GmG|!^-GR>wcs5z_1kzwE!3d z5?H-Y=t_nxSx*T107tAw{qw)%jSTq>i+i?j!8qBzxb>U&#XXw{BnT^GTRG3{cfDdR z8V1Y;Sld2$*0}jmRwoh?%MC898b>v^6GTm^I*(9^^N{^`IcKY^ylroKD$-$n7W%Vd z3pJvVXMnI`^^Q!0R66Yq3#9zNfOL^KJef<-r=iEkxlBYL9^~ivq$Xk6!hrSc0w_|p zHm;>2AOI4pVWM(K&NN|b<1@@gFxeNwPo>G3Mwo^O$(;1YD!(U2!B~Q4&NlFD;4Wj; z#?iNOEWA6w$KJ831ooMHxJ1E*SgHoU@b>C^3P{$<@;|f#@FiNqOeQiQ)jbPfH6gU-p@a=~v z`y0)itTx-RM}Tb=jHsTjqGkY!d$BdcJG-KDa{Ja}f`h}z8$@R8d_TgHjcq=>-PE>F zm%4Zi(PC6m-_=H2z0mpa)y2R}0C?2Vg0O{f=sMiz2GKl8KC2w3Cyz{!bpGOvAihyz=Gf^q~tSKyY{KxlR=K6L~I zOh{@=DZFAqp$a{$v+H-EK-+z0Xzj3&ffhS+4bFYW9Rhrlb$Vm?YI4n*`aJnDq|0@S zvT8N8BO9A8?LWnCf3tjru5;rB4t_u`D`)5BotW#(A+YR!6DhfEt&kc8vhv@c_1~cN zZvrsaIAccvXcDF}eE(M4|6fI5|BYJzZq#~bP2e^T3O>T$CQ{V+DAbnmf2-}swgo-N zt@!SU*WXT`2BQRDRn&jsQ>*-fxTMYv1&Y7RHV=dcCRm~8s$h@hXSitr!jsBj1q{7L>kjxRe(CSR6isW;sM%}(OGFjH6 zY5P-q)d9Z*fdXrF=;r$Q%&l9$qW_W*Od=!G(W!BaZL->u%R0jTdF2?uS(wA%t=v@M z*1sLX*Q{ISd6Joq!8bBqLc)W21f*^98^f`YFfL#)$@DXZb4E3dLnQ>YX4VJ9+L!@+ z)~f~+K=SuTA;AeoQ0fIn;UeuV$|y`G#EH3~<@5gp==&VB6_aZ)$oY3*uUv1p&pD`= z4sp3|$K~ENr^5B2+@_rSX9O9?7rKFm0%V%172xTvxIsrrM?}SHH~=LoA_+IU&$k5N z6@Vziaf3TRogp%iY?hnv7l&C;)h>ysN|NeKaILWH_WsyTaBBz ztqGhRe|#H9t#&Ypdq-h24iBpO9?dJ7j29)}7xmc17f{I*g$x10FZ!(Qbn^{1IFRE! z3zRYZWJUA1O=VdvN%TH!{^Vn<78lJs`a%4j=U)=|IZV5Q4V4RsFrR0k_S2q&>h@c$ zG&W?s38CsYgDhAb@h>8e{kr{wEp%qw3uhHYrn+Z9E#zqXwaA|Ft>3XuKC^|7y$VW_ zjCzkUEU|#w9p`gCvdDjC+!LV1H_r8agin(c-|2@1!)`#2XQ~`4$+GPN%m#K)J?M(l zeBI8U>^a}Zcfmp*Vw}gY(FMX3YsH|-hr*rTD4kGMqt-D+lf1XJP$!7$vYwN^I7b>z%uW|zHT4k7Fbf*nPg4O8=5n3FMEmuyGc^o zVOv94jxSz}YYsvVXDyV!D7E0eKXEe0w_0_1?>8sCp4*IXZD(J_Vfqq?1BlPiokn=% z0T#52i)L&)T{#QYTefJK$ZyU1xn$A?_H8tDv-{9WqjxO&(lj9x}zukec1r*ke4Zu|71x;lhc6wP zD+WJ1^)-v7#E(IPnKX)5GIEMSEhc@37G$bgM6+sbS{fC0soxB(ZtrxbL59})emU@xELhT{gxM{MGMUx(rOJTyP`>(tMX9-yj{7mJEPGArlLq;izJ z&sIFGD7ojZnhnXfTSmp~=(--zUOAXTn{67PtyvQw-lvdQgX*WOUmPa{tOf##^UOblx zYYBHP$Cvxr(W}!cpICrJ2efA!J7Ose(@p_fr}^dyV~-tQl$4X~{n4t~C;N>XE{+1XGD$=Cr)&D|aB-`Dc<5R>vwq?}#zJj7N=j0iC6kw-WV z+ai#HkOb^6F$$M#znQizA0=rO=!tq_T;#J*aDKKy7d9K(_G5OMx*DO#8-<1<|e-`rL?X^937Whw@lU|rD za78-&V7WYPud{XY+0N0k>?Y;pP;W6Quo)HTzk=*fS@mIo*5oZhQ3(naE1``W1o5l? zis!e+{kgmVdbKcMcGZI=AOq3=Uv1w4Q1jjY|2^FZiE^7PNy`jnE(a^s%q3)*J!6t? zqR}Bl7pZexLRz}8wKU~nn8(shDY_xalCzEKw4xNnbW!PgPUrkz@6V~tT=wjF{?Bi- zmUH=DKHtyh{eHb)@7MeNDRecPifqz!?WL!KsI>%lDn(MJnlzmfsF(*(yd&J;uA&S1 zv~W#>_m@nJynU-!R8){HyMhiq-0z#ZhJ7CQjj@r{H7-|f!AGhSeD&VF|5(g}X;4Me zKdSqqVqc(f*Z{ZmZJOVESIm~SSk|7uETWDgIZPF_h1E>-BN;RgIV2OxeZUGLw|}A- z^;rPX_iHW&P@?J&n@!d9M|Pv!L&8#CUf$_0Bhn_ewXcj1Pn)w$O%yT&Cna(bwwHKF z-XdNYSV+1kE2cbRburY6uD6DgX9RYX+534;W0BDZRT($|iIv%$L1F5}i>#b5<`H$@ zNtZUz#jmjD5Ns$5Y%(Agu*11%$O~KFq=ykm)^gx0l`8eGz(-; zk!hKRaX^U;b$byh<>LhDS0ZI*Z8a%y!gn7;JCk#bIfXAUoGU_(E8&HbeOpQb4b{on z5I96CZEd*hhWr<<20dEPhl_fp%)K=-G~n6(M5wZg1c=r5?3Ov{IlvVVpY0q&%sVHC~nDdF7dAiI@u3E`4^ z*J}b5y=5{5+oL<=q)uP5P$#io6=uqKU!`{*H{>lcJ5Sir7orq`E>5M>a<3G^TT^3I{rwG|!^ zibmgCZFD|iWqeej&(|u@g#;kayaTG=3&6rObrTc5^} zUlkiBUM@&nW8dmQ{jw0))HSI5P=aZ2BUDvMOKBT5{Tk2Q93tDXTW~+{b*z~v2dPEE z<$?|B22H{uCXd(}RVSg00rAJ=x<*fsP9$j+3CbX2 z&_MW&oT9;c@}EqvB{l@D^$r`|CfdQd@V=R~)N4Z60X+&IE)GQo; zGRsN^5(yd{tv|A@WEfDN`V9>8#V)0BB ziD+uNW9qOd&VVDHDj`J6)jj;?Q2sJ{3grQQb@jaJc=>xAJa}m4>?OJ>zt*hmm0sj@ zQ)J4Mpx9!ad#~SiUI3rWqi09|N$4$#jh)wcT9&4&V=k#mY;^hDb;Y;xx@z=uor17_4ohb$eT80x!;6+>eiwkKR$h_#4oc% znv8Cb%YJ;rUZ)S#b=wcaY;$^qhmEXsbkIphWarMhXgo&an?UEBbw~5(s(fQC;LaBR zxR#vsSz?Ze3L@Ep_4DpJvEti4C;)&cjP(W?GcOKFQSuLf7%f((;6?7jVa3b??ZgWk zp#fuCRmnxKpEHNt5f@>IPVn5q!5shTb|x=73X+giuA*Fd0J#RvkP|?o62W{wI;%4! zOAMO(DdR|lG%KtlIHQ|p|85Qp zq2wtwD3E~DTiS00;t70d4!)JME^~er96YCq$TDdCzogPKcxsOCeNR0hJ9KaE&bI2}a!bMITlr;VWQHrBY7k+MqstMww|C6qO1nf|pxd8zhzffca--jDT)Spb_G~ z@r%Z&fDa=_PF{M@E-eEdX}j_AH?06X{UCbX5wgS`whB$_j0_f??ZJX8aZTO+=i!Fj zf+)14uyTd9gra{PJOHb?Fj%T{2?~(^Um>9ff*{Lk&YY|B=R`nTgh?=Hmoo0WI)54P zgPOsZF+6;VLr|JbsA;@91_&W2G%)Zj6C*&>YJD_n6!g(?ypbB~rrO=v0f!{HkT;Y+ z7?Xx*OCuEKyfbFJ%42C(#jh%<*a)t65B9-08{2i(vSW{B2TDp@OxS*5*i#%^sw<{F zqrDoirFwSr_t?CG%1r+I&DvRkULf#CV!GjBQ0*HY&1+|lcPkP%clItZ7MDQ9DIv@N zfS~pa(t6=98`Pcdj664#ylA8ekGv&)3iuEJV#D>J5PT}!dcs_4o<}XcO)stTSnC~m z?ITgP+_Mj$Ih-XL&G?BW1v5)p~tTP^pC!7_VTzM3mYzK#78Hm)(#)f|CC)0Rr1DAZF$?Ojs-k$M{g zt}K;97@Nowz(uME;LEgT>W;s$#m*!#{fCb~byZ2?m8Q}k0WLH0(X=h47wlbBx8vYP zwE8A&R88_7MqkI+;q1J!jib^hPT`eGL}|BhfwK-vA5G)^Y=`6g`1MA;LEvG=#o_hhTrTy^2FwR*uFx`C8Rq0^S+?;gm=R#} zZ?}#*IlW=rDsz#R(^w#L`q^TSDWR96k+9KBH>_}Is*gUOAGvnj$GVf_mfNRd!zgrO zi1;6NlcsvJr*U-+=S^1Yv>#5J1MfjKYDUD#T8%%o+(=-^UNqAG9u8^+u*(l6b@lHL z;97i@rFjNFZpqV|wob8!SipGsx-~1q z-F-3S$W|`Y(TM=kg-o;L5PqKRIW5ybY=c~DLPj`ln#dA zD$Iyy4R_bp#udA_wS68RE~!{B2PXqkK#ao!a{=}uBJ6;{?!Fk9Ff{{bRS{xg48uZB zN2Fzaklhmn{b#qmeTqZ4g(QYGW$4xLZS&!pnn<{*;Hr1+-HQtzvt=d9M^*0ayxsEQ zvzN*!KaVeY<7Th_#s08w{t6X(E86QClI#-g-e2N61%@0^@KP_cgnD@pqqcOTV@A}-2Z>}7XR!0Wa+fnOa1+SQ}y`b9%XA9+&sxln}=yh^5&03 zI6~PmL^s@^)U;UQgApjM(+k_UieGta3u|G67)DeG?Eo~Ad59Em=iOcp;T=nwF>NM^ z#OZJ5!9$>k7ySb!&dV75>qa;fE_Ese3oTYKQ38{K^#^fG3i1%Bz|NNu=cqPOn@Hf3 z5J)HsaIT%pdXI`S*Pf#IMx-J^5Mdr10uw5^Jp?~QQ+H9O{~C~&GIDWNO@iG&h7c2{ zXSqJqTcJb9@eAOAb5cVl!6En#!%o$dp4Us5Jy4Y*Dcnx(TA2SjlrwQ43)dcHx=^KC zpc}bc>`w77H7a~jHnG~SI)KHrIn9+$KjT*HjrDW#aF)v{!=ez+(rHr#z*!HG00Y^K zoaIuxYc)v;bS9#OI5PpaDs^fynDMw0E4PBwNe zB_>T#mx$QQw;%Rf#pgS%LTPvE)Elhb2~6>)#Le;}11I6WlteaK)b_ZDV^MKq0z)A4 zKsaXqH7Q&W+M1O8dcUR=8`c{%jKlgjM`9rv#>B{}xSaz>N2%@eVPul~M1-Z;=!gKU zm*)OJrFsZl#%?KDEiwP;3h!FZ&Vj7o&v)Ms?ZLH(ne@LOVt4|jfK)39xJ>nkE36NK zHC_me&On!y6ak?H7?XtvW)R#A=HhsEP!0$L#G+4*24Vac zfeQjFa3rc2MRDX_cnjPMaij1T=mEYrckQVozqDIrqmc=COd$VrpQ%p)I_%xcRWTDX zuWxF>I`Xw$RZ|ngVWWPWhIt7y!|k0!<_Sc`y)pW=rqluAr@F1LX0oD@_9^YXon#V&44 z#>@RqQ`r$|#7~8F1$84J5Dy61Hgf>ywO$L_ra_TVJwbM5#C?IJ`Fcvc_g|H|(aO9J z(&ZfF^Sh|Rx?zP~by6yA3q&P2I$rBTq+sea40r{5_RMp)a@`sQOM|o26)UYectJ|f z#~g;aIu3DF90{zV3rIab9jh*!t4rVsNaAIw!`; z+z~nr=0{NQa5b-HN|U(&UWqb;$Pz|w-00CFz@FxV#5eP5R@xzl2_ENy16r-3f^X(b zWO)krjQ(;734 zexiyRMsy(2fU5y+H37Y*=QXJvq?^3F-`a-^FS0_=DBy?(IAA|b4BWCws0xBDM4cmDIxy^sAxKRz z@(ZWrV0D?p)B`O71_Y|Q(gAw-qUiy!N@Q@DRw*GI$dV9e0-8eP%m)btg%f))gQzYa zz1$8|Cc%EI^xOl>0L?XkbtODZmYPliY)Sxh%owtta}JWe{{R<;LV1`c9UTKrD`XLd zz`5X*$h82w;yRVsbqsBHfv;jWI6|>HqVGUEflJH5&IQ)?%NLFJ*M1J~Gn%#+6duC- zpL2B`v|M1?p{h~{kTip26}77u_J!o`L@r=LU4u)q17-BVu*QWiR8yQpJXbhv3^oh+ zVLA4xffhg(JMYoIgrWCV6JuZ04>joNE}82rY8CtFB`&%+A{7OtH&=MvJ+?C?*&SgM)-g6^05)RFt}i60UdSF{IH- zAw-eHb34R(prfb;Izqv!$G+-m$|#M;&RprySEI8y1k*efeh6UtZ@qOeTON@0m>XBLywN`>DZTyDvYdP z^HQh!4l`TD$_|m|wg8w!`v0ninj|%GEv&ED1=p^$2)F|?s1!h2ya)wX!?I8mtWyaH zM>;06DZX53YGQH{7F`)fGHZqe* z`0@YCS|Z6CzF|B{u5}R8vr9yAr5fxGj|kV8$lSGL9Pzur5cX-I4yqqnsUorHbaMn@ z*FhKxkn+EQd_Yhv0}Go)HkQA_b!(s&=c*z>WR1VK2VyepVj|T?0IR+OsAOrNE;Jxm~(o%W5)MT zTDhb@59|-YU`}#Wu{&^6KNxy}Niy+odYfxz(%w8H`R)A?0`Z;nI9HI89B>T;O8_}a zSvqOU&0xb26`HM@0Lx*f3!s$>yU5td9)6P#9&#RzXXVx(WFI_`-sKc!T>E+)*q;I} zz}1$C6drR-F@?JAKc^~10=MRgNLLyF%Z8!N1WL1!I}9X}b4>vtV9fPinNb2NzPzAV zI;MG`fPy}hrE`!gT|%TM0KzfKfkmcbbuZUu4pgF>yHa@NjHq9N3Uf{`$IE!~z>nNO zDmD?92-Oxv-b_G~uokds93Uhs1Mdk8wVXVg48@_v?&5VgE9G|~UituNvq=Rwt1NFA zqI7dpK(Y`DV)gT3v*BT5f)T@minKRoT%#(HyE&N)f0C~fFLEPJR=fVGf^ z+MU}Hk!GXJN$p;u#uposy=6(b6G&cOp$i3c%=w`)9QT2(xQISYQAXu}j{r>0EgXy- zl|xcxH>@C-*6=itcnRT%8zGFOoZh~Wy+%R9=T;Hr2($#&*@&@XWv!zQeGR>I6s$2Zt1@mYM^YAy#At zV@(-6F0uln_VXSKh}XeDthvaFx6w};F^u@6WBe`%@n|QVB-XwGl7e(RG{Rx0vEDSk zg~S@<9SjOYgRpab!S(4Os}OTtc`a7y)rZi%V~o0M`9GH;UrTxQMcDbglFj%1{`ZWuh1!?=>y@n$e2(X}KtNL*X? zHAc)Hc@1&}uqh30(FN0%xNf~Z(?!)r7YP>*d>B$VWk`%5ETo9=Zv>YppijS=w~5#; zQhc;<;MSV)119)C3OJ3$_gSW&><@)Nl<8&`1Edt5n2}~s!HMOD>%d-tWoLM*Xc=O$xJg~8RJq=A zw2(E4C;1wd5VFjmVlee6$?&(Zk%$l;G|;rB$0DerY>qPL5xw3}S2Mc!H@O9g>=|c= zrHgbo2jwJ5tzmp4$vWWogdmbrfInKq+VD{6v;;&VRww1zDM4-?hFd{x6$R2%>O}D$ zY(MN4dUr#a{%Jo%(iDGTRd9Tm6{B9d4Q9D%H%rJ6?m;)fy=qD(3@jz}%7M{9@ED#J zOK=S@>EPQKK}vP}w{VCl6jc`2Hr&^3yf7zlZe#a}Y zNw9L)6EvgPXTu=;zs{kN=x3B-z>ikP5R`k@_+ng!VW zAxKzP%(~tvx0LWj5e%V!>{(=AygKc8>#tFE@i!m#)5DVa+cDZHgjMKPq1AU40xEDm zl%5C<38DJVrioE#y807T>lfyaM{c>7;MxYJT>=i;S_BVoKxQ-lAc`XJn%|T2aO%`0{6ZYmH`EcJX*qpKq$*FltBqJwE>|B zrw^d?l6~Rxk3&4`FH-(+;#dDKZ47J;EH5{HgF5AJ-)vzZdnE`%A24jS)Aeg$IR%fP}(?mR0bVu!Is# zZ#9MPCkzgCiM=3vrKVvZvao4ENUkugsGpUK_i!iV4FnXjwMh(-Q_8p8Xny2ysJEFGswFnBj2vHaGP8R1^^^9d~Yn()OS@Nq>2-`?!r3fT&i za9#serW~ebekw&jRJi=N?3lAE@Ew^F>6|Uv zzmkDNqK=|wdNmpEDF#&eT4Sl@{QAS&tS{#k25WH{-{ZMq`Dwc^H|(2$+ns zUtje^4?p^l&gAGqwCKVTnI6rG`=IAMfC>QU9Gz3&9$jTv(1oICI4?`kC90d~uG5#C~ zZZM!^it%_1n-GifA;$q0qHF|x9g!713A*rC2q8QWR=R+^DYkkCoPvqtq6^644Bmwu zOUTg>VU1Xr5_&ynC)4*rz-16U0qLluY)5D%`&g#+ARxs@NRNfxoQCh+sP5_oo?Gy`tmI`;M}QCWKI@(HIk^){c*3%3Cwzef@ZMXFVEhKzuK+rX~oFwr^sy$i^O6Cl>tr(nZU`1NELdeQY7^}0 z;u$p+DmhxSC}*SQS!mXPl&BY$9*%NM^UG@}bSt+tCsn{IFLw$(1qO&IVJ18+-BheV zB$uKlfC4fGi25WYCQ?b90sS?LlnDrbYJ8!r17DO%oD48dE>ST2_GIV-=%cUKPTLL<= z0qacZCV|mF(n$Z=p7@M0qEo}`6B^k$1!g+}wLIwOdO#jVs?a_qJ_Rr(OB+7JI>vGZJ$PVp`=rc2U37nctd&Ux1sOLy9ITj^9 zkRJ2noTmaD*+NY`bqNR2_#L&S6BO(2>?NP+xc^7R=X`NQ5Tx0$V-BysdKwr=_47Em zF6@Tfp;(`S5`ig@B?T!wV8E77*vDf=dl#@DW!x%^@g1__2O$BD{XC9YK8-Mx6&Q)^ zIvZWaIv>7?7y~)N}QOhn=(YU78ZQ7}{}M76tS ztQ+k{cnR=<5$y0ncvut==OL*DquUQ*ud>bAzOCpyZ)Jb!I|QEgr(2H_QS&FTW@V^L z^tSjT`*pZ$LO=G-W+XNc9G9eCZ$Yt4P_4_FmN~eAFuDPo(~<#qi(OQ?DEm()^s?i=2K1mwKVz5vJ55ERGg2NvaR$x`OcKN-M3e_^)WSVjlFv z`a`}g-iA=ml$CKDYEQFa;#yElx#7BS#CxW@i#D_#jPE%3w6#muvPrk1{@(q1RE}H? z&XfdiDW#vZ!Bj%Gi)ovSeH;D6o4SH*NpR+fNW7aV(T#bwmzBpjUazqXqR0z0ro?{m z6~#1$byOu82c`gl{q`Q*70O$oAJN1ucEr1?4p7aR237I^h$tigeq%A7D~?=k!PTSS zgp0~}JOwr}F!`qIQ7o{$8p~D2bgOIDtZAvpuQ_NV?-mI5?ON|bpgIvPgcK^cpEH)- zPg*)<_x&3Ev3=DkY+qF}V&6ZXeqi!c8j$IreeI|1Z%4NJXFJ62cYb{7P(fFgV|p#ew9^cR zUhJYwKEf?r&@g!a5LN}}!$)}satzn|Q{KR89m+_NQP)FSamuH-ZmR4sh0#{pYPfZp znG974V%|Ai3n>`x5cfdwG#PMsBI}IJJXd`+9P*=Wq#nGY-D7wm?+p8VZC9icJ)?6c@b454@s`G7qJPI{X z3NToR7AX&*LsL-o0$g@6Lb>5{DgQPM#vInz05Fy;;yhzf2sS#|61W#hJ&4pOm_^M3 z#HJWmX0rr@4@@FZra|9E{UL?gXvZ~efPG?iXdyP{+0A0!!v13r-csBRRRSdmU^Y$r zX%cm2^>jMTE7Z%8Z?RHYqy}pY#w-{ygZ*+UZ(!v)6aiCZ0|jZY^pR9irh*J3-81Yb zYjlmoFr`9Gl`($P36?#e)Fv)1dU!aIeo@#|$5jQC9+9ntZAg2JH*>K*$vaW%27@Om zMwo{oWU;q0Qw%l%cL$I6Gx~R9K9Xyv)J0tD(ag-PH{QM%E7L@e2J;yx)$zk#Q|0NN zp*tUrRnWdsv_F!=Z>Jovuhgfk$h^DAakXdRbnL&E-BF4S0>*v(ZCZC*nc_EWId#*DAv7T!VHn0FzAWDKO`{uMchy)7(Glk6Xs*!{{S8$F|A=hG7OL)g!LmUvKM@B zf6`UMaJ>ss2`38@4kfcjkjey)Q0W&92)ix3R#3g z9_w&hxF35u$i~Y`9GZ}lS(uF7BtFde0?U_jWC+C=ti#>GD4-gwld`5*1H0%aYGiBF zaRY?@n88pCAU3^+-coW}M9Tn8*1{h$RS1@D58y-L^E@gr!U{yzj}n5Bq#BUO$^i8s z5rC{7inPMuIjC~MTEiDj4}dk}VG9CW07IEz0f}OVz!S&T5ve(0CLtIHV+NHeyo>LL zEC&k2**Sb6A|AH>Vbh5GCpegKfD9GoK_C%@7^4dOGVX*v?;SyQ0AqkUV7dT0KCz5o z6|!T=G!fK8Q55VUqzdg2md?PY9j)0%kqn6<^t1w`8RZLUt4lQPQ(cSYhlRMT--^sZ zc+zZwBcZ7H0MB)Rs#0-QIBpa0kv80PB%1_qLh{*2xZo+_Ibl}PK@I5fbC?OtEf@*lQi$@U(xae08$y(` z6ibZ6yz4VhPuI6*-i*;W9Iav{2{mP&GMFHq7LyAQo>)_Mi&#{c4~5wwd(}YEF!L7t z@oVR4AjX)M0M-d2FC|X`)?1k|gQtRP1UK8`u{zohD;=5AS+OV@Ocwmii|HwCBaAwR z+VP`5Pfnpe?i*(TRf8Z4x$UL>#7J8!d8QJ4P!k2#E(B#R3pHiV=YIL4}yhdYC!knhADfkulq2f2>hVB<;;` zOl=B=qlK23o=Tz^nIqVS2e4MfX-e3Msnau2v3w}N$F0fsCnxewYZ~YRZ2-z!A+V!@ z8loS=;I3wFMU|Y5uGmFMW{{W+-WDH>2V3B=4xcA8`KKuw$Sf*Q9pBUtE)f1k9cet` zBlI9(#|_rt6GT5d4548Kq<#GAyflddZuO*sYUQPZNV*Aujx<>j>rI6@*_#^-_(H-opATuu zqT3LK)?^)3AmL&%dd&RuV3lmRXc&IsR6T>kZiyrUn}4;&ao!)(PMK2>*h?A^>(;umjU}GaKsRQdwkTXXsZ!;NS*b5l*Bljxv@X6A0uA)KZhhg^1x?Ok|-j zhJ|wic`{R2;aPsBaHf=`{41QXKjsNwfUJzx0PTEAR2DNQXzNDIH06PYA1e$-`UEiF zp)d2r^lS$K!-;G#0C2~6kHn8OGwIp?Tq@g7Bib_ywvl^;(Yc^OcLA@^lbai=V+y}j zK+~po79neafu}|C!W>cr;1VgnvIeseKHu~J%h&-Y;6g2tUc(Ftq1v#f*j!jXObU4L zvZzg3@0t%H@nd#Gu24tmcVHt6;SE8gFbs{q0Agd#<0zMI#yBjCWyD zaFGnQz;a>oL=XR%VE89MDG1*W$a?qSywLnE6{Imx#x6G{U=cC}IJD(d#~m z%z4RqN@NQXeZRKBG30AXnRBK|qCgKW7)BUKg)iAQGMxqh%HX&^98V6hdj(Z3MPdjP z!3gLnshQg!fHXM2#*rS2yadS%z!eYI7DpmhuGaiZVNM~{XNuY1%RF2WCn(M`Pl3tU zQE?sqp+$&?B$1h}Z5cfQA&&4X8xd{60%TuEM6b&lv||K0M7*0~K0L)_#Uj3yG0+&y zplP&l66I@v2AQonhz0cMdPBrKuR7W!N$q}8Zdb(7`SxZxF`ssXkj8oU$73+!{E*>X=uNphzL$+~3c ztTPOB_zFFAdVp_)Z4k(BM8K74)311hxR*gJ=(Yl&g5nA|NU;+`O~epkd(02vOd`{W ziWiPtIQYm_&y!n=u#4!hxBO3Pa0Y-#HHFc#tL{9BG3ebBNU;i2+fC()Dw=MhKN$$6!&bc?SIkS@ z$3rcRFMqf4@HmGh+|jhAKOY`ef}I^d6oz^^!?foDG;JY`7M*f9=r-}LKgqU)N1aCm zJX{dqnr@$U%`D?uknXrNTs=ETOwf)f8aC1t~0wTI*(O! ze&yKt6(f(-b$hj96hb$R>MQsBy@iR1UvCSO-rN05Jol01jmZO6muy*C(f$q-LZ z){K^-m&_gt8Qn9B-Mi5-=E=>&<9x3emDUI~7p8Vrd=#-!-X7)}t(Z+OY2ziwIj_7# zpNdiaN--)Tpn06I`Hp4xofYSbE()a=W6gadet$wyIBOp|);qn&dg<`5KcnwJD#%hk z1jU9If6wRl3;=|9${q38lf@2Ef4u(Z-xc@vId_DQ?hJplwR2$Ovw;YxD}@pCkSJvK z^73+M-|iS$@XCj{S6->iwso(kTU2z#E4mP{H$MNk@xtd5MXyYtS6}I9TqAW0sBw#V z{@u8GG?D8r%kF-1=gh9Z^VQMV@x8lb#*7(`k3MryAF=Pj0?gO13m##znteNSi^?mn z>{cwNjzKdIjon;xD~e{H`YSi{y4x!n-Tm|E?gyjg4^m1Tq_-Pow^NG$&ILAlKDZhf zD@~8B4v260Al|cJ(!~M)zCYd-;W=r; zZ{L5A8>IW{E3%6pcsG=X${&ZC3=5{^SzcbQ_P6fv8c`;+nYWplS-kX8e8JjllaW=E zjxgUu&G>G6{edUVqA~OQN-icW!rM6{u?lRkEnp2j~KeBxOnPcl`<&9`n_I7OB zg)^lAnP^p3Jo4G0#*Ra_e!t!kWZ!?9>EIrsu)ukRO|(rnD7)%UW15eY>?|yKsO*aN z!m)FxznMk-dfVjg9r5iu;-<@`UsiX_5Vp+F_J90Q=%GUnWK|wN?(2hYYB$czu3w+( z*x2e2pQ4dbjj!H`X`5Dt@5PtcRcDt~$Oan@dmbJ8JbcQl^-H$D&6&5Jwao-m3ePJX*#Xac44&7~_wGsk?XUJr zJB^W)&6wri^&InVKQFu8FS~uKY5UetpWLxAU3bqA#g1oZsYTE3HlAI)`EQ?uUV8QL zG>zoZ=m32Wo1`@=y9%ogv_e}0@;eg#b|vFw)k%L668 z$4Y!@=;?m``g*0eYFjchXPaE!_T(3OR=sD{;Ce^@b%QGW{p$Ymb2MgyWEV&Nk$!Bk zl>7l&cZ}F~{%P6|jndW~g~E&I;rW!tj^^c{*Jms{J%$c8?f%8ITgS9X2e?3(arv^@ zfR9SH+ZVTY@5t1D;XD>bC3s@g7Toa?dFR+Ue2y9QjhRq8LG8 z>m7^wJDV=or&5Ey>ZGj3lBcb7xjZX|u@%PHj)LZN7Qr)Zd8IaXXAQvRZvNv&X8&w$*(&|BCpMr+>OBpsSv?aJ5Nf z!B0nTsuCu={L-bSJUzVWWpWv&4c^;WzUrQ*c(#YU#zUUsC{2M$H0@LVViI!3y=`}1 zOgRSJ!G`P=?-|~&E4*KK61}1vDVsGTpnArif|BS>m!9BM88}UP9Zr?~U(yc&>BjKzqOX6w{U| zrY#T0S$4jBf}SgQn|ukG$7AyXWrthhl?%9|MZ-gql_S7t(PBXl~DBZwe)_c_X*Q?-tX{erA#r6q$3iJ z_k3%Qv4rC~kG6F(+pXf+Gy!K9JZgSR?31@6GawK#B~2ol>kSz#x7h)lMec!j1qOh#e z=*&{QKA{|bmlo>w+GE~$U0#LPqnj#f>Cn<_g>=iP(Ta{63PMk0A(^ZAj}O*AtFphG zqMUZ2qTRCA)1r3L{i;b8PYzo=8S3z0C`}e9gR?2;$q+jxb|GGOcz{7y0O_7HYs_dN zr&EDB|E0o$1`G2TyE>4^?Zdva%(QhG%h!|RF2W!m^SPp9o=sn z(7%2LUn!QqmcLLeWFZZ~cu*`BSiJvBG`+!gj3a31pJL}P1sed+u`5<~GggL< zyw9OE0xGBrsoXVnRzdwft{OtsMbH##Xp#hR_*&9E3%>cb&4?!q?}pce|G^7 zTRX^~xBJGn`<{*5q5MM&m|Xiq(ABku#QVm?5^cLOz68@BcB(P0qIT!)S{eBw!0%B1 zAJ6Rk5!8fVH^ez_Mf%^yyL7{H0_S+^Oa>7b(Cx%-DgBEtYCj_qmS`E+RiDk9*=7ha{V;6*l~dlj7>0DkV^zy7M2wnMGwc&Dbg9wFBa2$QjLA48N0cm zd={6`P0=mgs+4p&?}z%{qPFG2f{Qx~$mL7q6pUkDHu}>PpwCe7o=pcP-y{$s#=g@Y z(AaLlzKqXMOkUAEsiK)oT6yDY44klIzp$f!_Ot$H)^|O|h0*70W}$_pqLY4g$na?b zFzd?EmgT^wjmZgBbc8C3J-Um5ZsJOI#I^f`wsQcj0oAo=X)lhoR2*1fUPaL5&}hrs zo?Rgo9U(YYtff#c8>`=RAhhE^=*$4w%x9+@yG{WXdNhFu{OIC6uQG38yLZdCpn3yp z;;`$SuYP0K`Nl2^d`7o9kJgakydC8Efv2={H>ttHvG|MB9RZM5>TVB6Kj)%3RZz=4G8cpZc=XrVty0;7_h1+-j2 zC`h_-(r$wwI0xI(y3Xy2ZR;&Buf26;a9`R^bKR+ogZN~YLA-etTtQN|sI6hN%Oh`_? z)~jp6c->kzwes=fFZ}%UW`6L&QE_dKfUkP!&>`&iv84EE8Qa+V z<>ltU8z6<75Ef1`&!Ip=_z2Dp`4%Km2+LxiGj0`R40uK`-Q3c$WvXQhEw&7f9h=+` zbU|eP^#|Lhrl+Ud#Q|%&Bvu9tH?fzLmp@dWiHS*&PBlV+wn-5_Jmj|mQs3d_5KT?K zp%medkl0S5;u_Pc4*?6sqOG5N|B0>0MrMAYFRScRVn-Q+%)5&-hdiU@>#XfJ0%9-A zwBjys-u1*yiD*@8`$?{e`dD^cNhv0}9~W(^PJE}ovEY^3?Eoesc7&DDxc3M2Ne~#r{>g zu|74o-XbHkZQa(DCEI(3hQ5@+frY%bI3suQ&L@!pPbjUhIXlw7G_qbQhZDV60YAN0 z+D)dJ+)VgFeSVT<^EXO6$=h}>&*9eIA!2~0+ z<{6pYUDsWj_JJNIbUly)DRP=*E?W%C?%g|f`pK{E@&1Gkz5PqP{ju7+$V;Xa6C2J$ z`c4G!B(80td=SFUYz63rsM>9ES!d_YfT~>0N(vpZa>ljHq3VGH`pk4zA-mga)!93lcT#IBLQ}i154mg>z7sQ zXXl>t;K2hb`O3KcG-IG?&Qts!7ICMoyVgu|a~YXcq5*ki)G074Z=}bMb<6gi^kjwq zF|nA*@g2>;uif3A0k*cBs4oF zJ)g*(HzRj8wg-5aNU;i!63CHKc7q-#?)e=u7SY2?Y00o>P>_kO2$8W8w$S_s&EE$k z>wT)dATI%}L<2Z5in4dW3w6@ynM#vPrI`CZ-rns12?NAW=xRqd9axY-K7}k27=J<# z8B70IuuDxlBb0y4&oJsdL0g(|!=f#b*2s2T-1(BHgvO9K8~tOqMcW$7Ho9!_F*9#S zuBnu+gF@^BoCN?;BR#s&Z3&cz)RqEJ><2t5k>ik)8`?h^-TDayPq)@GcTdQIW}QO$ zX+H_U$P7TYHkMJ?zkfegLZiJqEm1EJDs_#G3d}(Ra>>J!pqpFWYCcd~8!juYqNb*% zxOf=q`N+v`^6+4_C))q!?}|m_x0?^gmT$jD%MupV1RHjN6}5M-r#QPStB-)ta7sNk zT#78k;FXuxNil_6ZXA01T#8C6rLli)D}W`eYiQWCX%kXv4dv;W@<*2We2kr*YhzCuktHe<_yZtf_GxJcnhehmYGp_+Jzped@tR6Od`oOpO;n>lg`F0cj7_RL_ z-LzX2qZkON%RR@G{jQc!oO*-Cr07krcP!}tBxv2gR;Sc*_-Em~kLRABrN7Jz?Bpfkd%F9)Z8M)B_%}} zTj|aa5D}1NKvXouDNz<#W&mMSmH`HsfmzP`y$*tv+HF1c{NLyOKYivyioHL*R5N(^nLv2PyeZ|{~iB*M7MT!rl+i1_vV{(KTeH2)>pDZdC6XRF=xVuwvFC-;+G!zGd8_DG}5LV>POP_#RAD4VTqQ0NZy;WyepuGp^^RUB?*17FOcH z&R=f6{XSc`wq}Q=R^}(aVIXauC~e+msov(=D!ydHHrohj@Cxk>MWgn_Yg-=VVSwVg z+>E;G$ELV$xy?@Qf%O*ECGl&ME}W^QmqL@Fs1lbdupTF8`VZK%Cn+R1>F)QeiS>#L zEdvyd1H7BZdNtPA&Vt1G6dvn68Patqmo+B2#8j#{&@%a_B;%H2V`gB4mNLAV{WmU zVv%kc6L2~yX#ANDOYh^~P8TSrbHB8X%v)#K`cKPN>{)qu;PutXQoH>Ey~z|XoiBN4xqNZ{CEQ0br}I9?MC~tF2VZ*8qKPg(t@jA794u1rbW`tS;!;xD zX=B4f?!Fk9wIL>P>6r@;1eUKj>qI{IPkz$Bp`n52U$$j>dBEzJBWw>3NmRP3JlJ%= zfF&Y_P+e=G_ohwFB5$0)8#5K9B_)T?rKAMnV|;nstXQJGF7YW|o_>3IljBXh{kTuz zELG{0$UKXtJ@dWrOSe_Sb5a{F)J6q29Lrl59&qVJ+v(E-`CI+{6=}*F>FKlHij0gb zbQ9?A=SR0YDM7*2wXMS#huQ>(+JoUCR_x*d0|qqU(z3EL>`B8FbMGG#n-y`qSVeNx z{sfHH&bRXD@=ePoJg*(U;=)Jw_s?vwv$s#H*kyi3tnYZYFIEYg#?Ioa`~|A8jC*0p zb$*U2Kevh@yp_XqyxBHymdM;um+x53&k45_lq7|gIO*>?@v)v+f{#Jud)<`N+>}Jx zl7K5ylHFdereR8JHkQ|9J8HA1(}c>~PfFWwezOpSC+E904RLFtuk52Ey))XEi(8im zE^!L{@x6>Db8%C&pd(tOZ;4i(IG>c{)=wEgl>ZTACAD8X;(pP{y{56Eu$#X;MUy$An)y zY0fzXCprgDv(}VJb!9dkU)mT7CAv~c=uYQ=p0fFZmic0NaE9Dj(CQq$zVd9iCOKTw zY{PE0kiCqlP3Kol*S9#aE%_q-M^X80ZEd;frMc+^p6LZM)3Rr#6@{e_Wqq-ieD!X@ z=ehew%xtT$)K_T7J>h9PeTR#6IESfXO)86fex@1W$k%R^wrzB5KkV2(Fg&1#O;Pt` zBSO0;ON*x7CspqgH;)%jUObq&zAm9KD5kLE9A;M-l2>@wZIuQ$E&-1aE5liJc#5>9 zrlusltR(c({E$nzVr{OGNEIkj?G~taXU4D2;YNE}?@w&h!e1JyBF^PkOkYcVb4GaU zYrOSz`0b-XpTx|xUs!g0VWYcgqiZx}ee@$-JVolgBJ~zG)s`x|<`XWSSn|%7n5Ny{x5I-=tN85^f@8Vgu0Ni)F3nwlE84*QYcm&5FT12n z)-%Duu?`iZU8TBQ+`rEvH znzB$;85T<1pTP!N^7Y#Gq~O#f4d{PF)O+ii8Mn5zZf!4!nqH`FJudeU2-qZnrt@XY zml;QC?~YSi%0a!+poZkSljZkMJ|EVTz1EPSX~3~^>m@X08%@Pk`)8IzWNB%M1D2$w zrb_9A&2em*)kKTnU+SAvWyz}j z19tn%_@c%>qDEsuqp>zJq!Lq==<6h#m%UsKPWY9m?Ob#j$i^w?=3y`?K2hfTZmsVd zoJwpPW!XFmlNVg|3o5O$@R!U|X^X;jLsgpNvF*o$8)&${{X_c~+Taf|5Y%|^$1+}C zULn^aLaxyxpjmL_C(;#*W;N|~DwRqFB$tU7#5N6!9kti2P9~F)hLc?R8w?r*(S+=dTEO0T}lw7e3{8}1{AB6Ja zXs&wD?m`*uAjfISgB2TNpfNQNkA|e-h2_#&BhlSMxNqM+oAyICDc}YQ5<8F*9W)49 zXN^Wf)GltQ&1jg$tD0ujWcdIb-YG>&iU@;AOU*)mHcP*?F#Xo5c*xhg5Y8IawGuqCrJxmE>)EphCr0jGJ};E!VAi(+Wf6 z{(O0gpWK2~=dh$!wkzde(E=qTZMBf(9La#?omwF~bC&MDlW_(q&8r>TRtE}+=WJ@7Vu2;wWGNs$uwmSNlHz<;C17WjSIq*a z<1?Rsd!OD%sV|Kya7mFuDHjeNx5P)hI%ofi;QGWgcamo*uGR*!-TZsI%b_73l3U$} z+H?0s%l50p1_eL97j>~;8|fZUi;9Yh00PsvsQO7iQfX)Wk9+IkDCUz0 zRKFM1{15#c9hP8L#6~Z#(vR{NbJr3ZHnVn>8QeHIlT)g}ryP|Kpn;se|E71#n_A<* zj(pL8?!h)Q;ry1bpiT%{@*V2)GaCDepSyb9R4p`BlRmsh)>A`_BSRs;63XhO`uY^n z*Uo`QoZBHU6Q>6!OxGN7Yaikc!9v$NKKRPv6M4&v;C>|a4Vmd>ALT1py~6R{>!y|b zLmYz%*WU}r0V{uirHF_E3-G436(z(o98!pgR2`bF^ z+XUZ`?9E-os7bZqw6VYi9i%VjIJCvP;zqOTX#>=%b}W*yb!yFVPi`B{9#ohL>}-nY zkTIF&X<6nIp6{n0*M7>h;}pjurFWq$Vs*S}#pk%Txx}`*fUX2S%Dm~y(dzE&dTO3@ zW7fA#rP{qxcGeunpR_|xP{SBYW9W2of|E3a_HgBYnBX0ADu^dQS3H?FBlB_I@?}$%65@&AQO(xZ1Cc7OqsmJ+CksOp*_KCo1>G zi5W_wt27)F8-1ls4WCHjqF7Q&S2K(|QYVOhxR-$HpJ{1x$nzhq zI=Wza1n;?LD?RbWyo7f;u=C5o0M3B{k9)#a7f<>7&^S!=2s^;Ii}s{NB;bf(ln86#nS zQGAU{*2X} zcvL|lyOH*eqS;z;@qKpuKp+755HqKhHaOLRLztqnve27{qb`Njky4f{h0WmE^v1kP zbd6sz^f=7aQ$K>owz`Ql>4m}Rg>>c|D*8Cd+!UmyCfB{st9~B@m(5zmYJZHqE-oj6 z$*A$ns9E7(*7LJ>Gf0L3T*y@y22?xq*XqY$-mwy0d2M=mE%AL(dYK8p5L*U2HVxLMrjsqj9-_ssI19y}C?n0?Mzz@{r{9*E z>n}9;-@iG=LPnrTigbMX&GAid%mN`ea7RZm2S;ZKVFT(2`?mP-YCh=Q+~#bFxA>%n zP#!z>P(;Aq2pK;~%Ad&&pnXfZKkRAjH2TVN!7FuJ1smOR^KMRUhg=1bp!Skl?yxmTk7f(o*IGv*uDKWT41qV_HuC2Dze9+)uvN5S?`$;0c z4e=lNh;MJWY*Y$Gu~b1Ukv%luzLF@wH0ynK=1Du>?SgB22ah9~w6?)ou4wRYzWbJb z3~2E#-^_-0S1KoEmDhg6?U-=@q+v6u&IAQ%_TWy?!`oqpCXchP=mQgnX7j0s{f^v+ ztFU$JR<$!{EBFpisRL#eOji3YLHfy)BX~WqmyS(8f?(`3ao^9pHRrv9rK(UVjWDTn zb1n?!oLNL=j(6JHY)uz9VqwE{`UKK}K518_K!T7K zBqMf8mdKmR;XBI$%)R$C}Pr}1h{-+Q~l?fx$FP0)X#HipnH z#5%uSG0z7o5%{(?i)=7)%R=!~NmW~kH%k-8VK-wzM44ZG^`gGYYvaa^n>KA0M+6>= zsMr}4Zx$SXrZ%|_M##B5u_VMn?lxHjg5I2RSFmdjm|bXZ=ur1%GH7giy@RTxxVT~- zbp2NwlEh+(c#XGrxMl=+wjgOw00D-iTL#e%#z;G2fXyk|f75s+JhuH-w8Ig0>cA#2Q$7e+(E1t3pCA@O*OXtF zhQ4I_lMA*|bDs2F3+SMBoj}~b--{0TVss_Wv}=J&YCzLy*1_1=Si2CSG(~#j#sGE( zP>CyRV-g`*^kag9gS)7-%ug~)yAZ0sMT0-KnYV^^oUbbNGi48@Dl#H9M8>S0X>d`t zgUrZ529zW?3YcLzUsEq_G?6w=woy(lB^^~o0MJ4CN7zvoX6cX!0B7k#*a3%2#s`d_Wf5{^j_G%(o6E1Ba{+r+|xt)lO}3yJywm0Y-R0hWy`7p%3blq1&%@}`w4);k3cV-L~lc1>3Yo!Nvv zL>NOgKRmQP8SHLr$OaI1Y;e3w{jvXsuc-j5VP5;`4Zg^8M97G2b3KrIu=Tk^p; zUAF=c1p7-L#0~(=SE^`iJYe3on&6k*MZCD` z&F#b&n8pLU?eDhS&riDwQNr7)(OtCB8rs}~s3c|5uNca^1=hdmL`R04A2Ur~mLcnx zA^SFRQ{`D`pHpag^a2$JWbS067 z!@V62y&2eB8HIr-3nA)RKfPyYmRU#^0W)h!H<1WVkXg9Dx3va<*I?dvP>3D9V|)wX&#`DekRR=&6jj{@Mw2WheYg1y-Mw)AOAmFmB?Og_ zKvHhk(Sgs(GGNj$)-mj`*ydMaH$%c%Ye;qzVs2JPXwTBqpijd5C98vjBQ^C64b6(N z_v6DuCq(S4`Y=*MXe+@~DV@fvDzN1%%RC)fKq9lc)v?WFep%{%w#-`#D}l3V z0kk;E#0S3S6lmN1Uv1RyDD}xU;l%b@B6Biep&QYrq)16THz~G~a|2qRy-g9xyy3%# z19Qd$nng92-L#iEHknI{Qcvb-puztA`!iq*9D*BSH1;~iN&T^t-D|H^wx{@1TqK2I zvzYF4*KM_JBvhMp%ZQl5T7r%e@|4P!Xh$6xASqHHg7X{gNl^NVxzn)oHQ+b%8o_XO z=0frA^;V~@e8soN`Sa(Yck;poBA8^(pJLyjyS5b!lSp8{Ncmt>)7YIEB)s2qY<(}K zj+B4x6>lv;^V<1#zqze8ryU5++y>RpSi57_luDA&QebgCnSo8@S+EZ$yCirw;T>Hs zQTs7b#XN#O`T!rYcf^9LL6VCaROEHhdUODw>TR8ST@@lx+50yPmt?mQ9!E?HCw~yc zu_x3Rr=ZBBz{rIW)=ejFM9tEy^KM%Q%9$RKUYnXx%bocn4h>Zf4LB(b2k=-n8dyRx z0lp1Hr5xPO2Yf%b9JAH~23#9x0cIJX&bGX<7Amfz9*TKRnmeb{7~rQQvGe-1Efcja za|*tbpUkPm0YYvrXQu~!H675URzsNBBg>2|z8`HR9PLSECgtvlE=_K=IE?)qa7rv0 zz>1s!M8<{MKbUj^&blNm5&%iZ50aoe`B7KaVrt%31f1p?gbmuls0p(74~+1i0nBZN zjxf1M9DsdQy&2LCG>3qc*oPAUp=~0=zw5;*AHAbmz8;sJSCW?Z&BBO)C2&lHCcs!F zmXpg_XLNAbW94LT5h!UO+Y4}IJZx4LoM!vR1{K-+98nOeJJ2_O@pQ6M|3xyEPy}c^ z844lp^h@<^+>ws+f!EmaCKwCdD z-=X;+DM9NJUSLW?lz9N9q*vG0wsw%h!o3K;h)lZ{nFjp7l=M_!9-qBS009XJQm|A+ z1x#Fex{iRXQt#n81W(p%5gb*!rAT=N*SWb!3ZSzSB?4 z3O<@k8%L71#_`zKG??Ihg#r6!HY6JbJa|vkK}c{R1o&4Lt>0xRM36IthgO{B99J;i z{BuV5GXv>NzXJd}+CM1T|25yrOW=@&TdyTC8S+Gmku>eB6m4Mh! za^T70!NlgOY32cZNSEE(JF&Vu*A9;hG;pAE%cZv^|hV%hS#WeXg`6J6VgIOuiF?*iau!VvV3Z927$ z>QzhSt6`TbiR35yrSrr@!<;e&WMB%r>B$e&e>F>6Vamc&TTI(rTvpbTQ~>g8RkjC$ zA?b<9lbPXoab|ixnIe_&wtA9V65ax*>h>9d&77_iHN$Tg8)C|D+`*xU6U!?n5~8=c zn9zSn)h34X_!8&^FRu6HwIwAb;HbT5^+WUEcA`V83Y938WW{m7*Sj{Y?`mhJkts_S zJ{)yvhBmWbt|oJhy^Bp;X&OA#rf5|>$C5~>iSK_K8Sn+i*Wd!Z>()%$!NI%VdUt$l zpVs4?M(uX8D>-3UuZo`5#j*l`aM-!TS0B& zMt2VnxkR-;VXcsD@GFjGLkBx!5T64{B{?sx`f0ael8h1$&s_XH3Sex_D96Lik; zHyQ0&YRa%9P`kV5v!gunk|;FC zICRB04CzTpu#onW)0-GuIgIU^EK~j@n_C?9f%CYw4YFw(#6=@m5XRL^*ife?LGrj) zDNYo&SIUwZL-T_)J(J#chb&bAwl{|uhr5ipZ^QEp%gL#*S*3f2HKQkN$Vwow1*QEt1Y@wf381Or$F^;Vz0%3Bzh?)NqyKm( zjDh$Swu1Hwc%RsUA(|tszz#y3s=jB}_NH%7!)k&ad72C7 z=?v=mkAL@{j>@@l;|8(jLYKg-O&RSqoc2g!wv$^-CKag)IH#a$I)62X!6WvGeRZm<{Z&!TJ9yzeFa{{68Tk{`~JGMQk1JL+P+Cj55k@6ODA!BvP0hT{K^gZ{XyNEiL zSx1mB)Cai1pZkP+EdB8q9bjRp^0oA*xE&w3TvO^sNSj8GL$jDqsA$2kM(p=~B2X_P z5T2(=0G$~4DAu2MgLM*{*ei`>XMR-M)DocAv4t*Go!fT$Owia@B&!`n0*d@n1w+LM zB8&oFkEx9u--J2U3`YNekR!w=t(TD!$tP6mpCEODA;{p*Bz6q|R{J96%rY|NeL!$8#faO?nZ&@9}8mzHGLSLcongt_%hPJ;J+x1l~;E>Y=;N z)H0_On%1CM{pS>JaV=2kg3>K^eNp?Gb*+Y<&NI#aY0HR+)=)9b8|E$1Wk2=Tu*%LH z5LN>m?g|MM=T|Pw=&@IR?sLgO^$!w5;g8DCCGt%8)inhBP;>@)ys;J|m`!kPI|uA^ zPKJJswb^Q&3f@GKNEP^Z8s4YWVSNP%xYC6$1P?lXDfv&9 zxNYzZ6Br!nULEnUU%h8vXfquUAl#9vsChUSjPx}-ZlGZvUo|^sw-r3^ydbl!wa~9? zPzyJ1Y_dU6(!*#}o%2_}e2<^#vkXjqd{kv!^I(@OH#V+J0m9ql^)J0gQTd(9zI}=^ z^g&&xMDXvJiTa-Z>iXyR?1o>x$4?yXWCjBofS`3=(;;17E1PYf6caNsYTu7+|B~g) zL6jwhZj!D+*(4@j77L#mCCm2L7#rJXW|jGOPiyAJ5ySV$&*OIq|7;hn4E78gZ{@Cm zORSsD&!1PD!KCS0sMB;AD-#;qC2KZyja?8Ov%{#V6qrna?JMjQFYk@MJ9~J!31)Tg z*sX%+S;JQz{&UN1!L(n!XQ$Lz4sT?P{iR)zzX<=?;xjU;1Wpjio7I9{^)VB{2I}Ej z>l#SJoja9ovmZ)9NbFdO6n(f*c;8b^;TU;&dE_%P;FF_w_wj5uLk-M zOp)MpQdh=*!wCrl^X9rDo|EK+isG2Q`Ha)Ap-vwo_Ye75399?yvy1)CKkXFRhZo$T zbIiTS#@}2V;=m$AYf^)X)P%oSnh+MKr5O`n;6GKiTv_|aWD7-7b6Xj;_eU-?hyyYR zYiOfwD^=Wg5_E((h@nxsLA2bbSeacb?_JoR+mYcGTbMoRqZK)8L#45WwJV2SI8${t zLs3{e&2;4bgn$9L)rUagffa_`q?x}eWp3q+i8X#WRDKo{|sjk?9%NpvXIFdQoFbsd-D8%0hjzrz)^~yRYd)-So*(AEOl+> zY5iX&qHHqB@Ig3!1`+}KPU@c>uDu#QAtIMN006Ig{JBqTZvC#R5GA58)j;y!lI0yj z0ULjj+-N3ig&dcD}9R2548vx|m~EcfD~9J`#L&tiSReEBEwMiPKV zTnIR!T4bq{Y7EW*?UVo*7&XoWA$-=QvGs*guO@(;K(87;*&D!bdHossTL*h&dp&&R zW>shDZ!nA#cMSo&$@J~zC`6VN@d+@orf=iPq9Li@trzv2T|Hw~gKxNoqLjGs#DkXY z1Fg-;5Ml29#t_;4B)Q^gG5e-R)9|CYW1uEBU+nov5xTs2?vCwOaxNHz!+2hS z%MXE*;*aj%grOTp=vO+d4+Gg#tq%gpV2PZ}eX0qw%{VR(A?PYiouvK5*_XR^69VSr2p?k^i6R(|-fw z>XzTov;QL9`md3iUB=P-F!KKYDnX+T*ORw35KfzO2?Hv(>o zHYSy|5pqN*V=8=jq;C;V9)PeUgG|6yGr0^yK=Wjg1W`K6(zgQ%;36PB1uEM+;F3_Opui*a`3M~%C9fjx=F=Senpc(WTJk$3 zOW}08MOe(Q0j>XnNRb6D%5S02SuQZBFZ6Q?QxXE%ptM9dh-_NP5u6Dq>*HTb7YG!4 zE>-N2fZwAws{PJ8%K&0E&^cNjYdwg2a-4cseAeWDYrm$q9UX z!|FKJ|%(+#Vhl zY41J;aQ#&xh8!S3z{Hk0O-%^oCbNX2FXSaE$%T?ViNnjuR!pPJg+FePJl%!?^xnzr zW(__f2XT|Le-^;yWJL8*L`pLvgDFFnPL+i$q3PouA8P8TYpIM+JFZ4`%P3<5sK zyz~DQ(DJ{6q3hiL8N}~zK>7U6>d0F{PI^S+a&bXqp-<{hE~&Gw)>6uQg;Va&eUkRh z?_!97ORDVj6oW>d17sC!q%bor!OrI9=1-9k)qg)K7M-Esyn?x$w-Jd7Z%S3qYM8*U zGN14qg2qkA+j4{EWdGow;TNF7lS6)(n*5jWwzzSQs4gAz6$T!j z5qT(OfyBn~lxf`sV(ZhPp&`+H7M%3yP(e_>fI^Nw&P9YCB{N68w&jy9;NyWb49EvD zP^XTso$i#C)ob(=c+0#+c~6L2ytqf^nDhGpQVyrOli!)}DoTjrf8!i9M!)c>ei@rg z3drgvbzStS=IuH%4aglYauk%?b_NC_X209C6!$w~CgakA?#^+zOUpz)Mhv8fp)sp%yl4uZPXmgWPQ zM#74|`9~M${a#>(%P2yt6cI2K2_rGmQjrC&=Ed*(6U}6lazw9#>?_aYV)NS&Ly2>3 z@He?hVJ&4(y5+Ks(s^U1$;hCPHq@677`m$haW3-_Ku*;ePT2VxKEo&5yUBw5yNCl3 zt0@SUi`*yoG15AuLA3HR3MT_yA?5DE?F~JdzedvjgBSO^8)+X+vDfsPCnE`HiEw?c zti!ZIS0%-ak)wh|9M<;~|6yWJ^#8cXy!DmEmS+uppy~~QPem)U`cXWUX<~urnUr21 z#4L?fz81?xms1{Ecc8<6#TljagL%tEW|Nym3gYSvz#!K+Hen+olmzYf{)knF|C&0rSVz?S0e?`zkHz3D(AB!VG zi^*U#A|Mv;Bg#5+!n2)2Z#(NKps77XPkEb6BWeNFQ0`oSkbn$gAz4Ov6W)$`Bz<^O ze_wGn$e@j;_`Xg}l?(c%_4Q7zKfioa%1*Y&)3}kWCnW*%;O&jlAOzUHS1##ja#B1pIRmAvHB) z*%`kdJ7GBY5+^e$>>i~TE}@(jrM;HIx8|7ll&}hfC4qejs2a-F>`4p-{z~udE5AqC zkzD#6S4F5>oEkl6A5MYV{I8I&kf8_^QqrW3LVb}(_RG0Qs>mUaly`@H@^grNr*JCd zTihg1d!xwxccU02s}o%?_9lBIt2v(@!p?Y_izG`KKv~rk;9WU`!XE>hfwpk5Qr!_P zynjXIPz)d?@xt<;cy9rq8H*7kbYxGE6s06C_E+-N?1;RH05vW?kd$6RDjY--gz+FH z`+#Zt0ZK`!a?JaEZ9v4u+*1sHmuI-3pnw>ng(Lq2yXa{&^<%&122y@4_v${0Y}Wsb z*qr|v@i@O!97L$d_OLR~pK~id{;U7wXv`->PD@$rl>beoCUi*O_S6HoeSr&Xe1fa6 zya~oS;#bxpAmsu@(<6RGlko13e-JHBbAKw``2}^V6qlXvo~1;`3yKU4&LDu`-#85a zkX`;{CF3_{G>;26|1Ob-JWZ~66P;p)i+dywq?Z^*=g>#tjwKY-@<^M=Y9p)k7cr9* zl-k9P2n&z^8E+-~nKJTv_y4OcbdmvFx&lS+QkAm-T~UurGPJH|jCym>Mh?Egip#;j{Ln8M?DvEK%H-rK!3BxCLO)xQ0TnJ@p zaY30F6_;mE20lqTLKuSo_)ogR4Y`oo`&5MjYQjB^xN+BcGE$x_;dInJA@=0|atQd5 z2>;818vY`G;4fqC{ucu75|Doe0`6iF6ae}c!NE#8@GNZNRY;_v5;G}vR6{Apw+GdT zA+GoLfWH_6)BNZ z)vhbLuId2K1mZr6u;^j4{cmv`&TB+Ebf|+!iokhFzHb?ZJlrP+G`3FazoO80nN&q} zUkWzP#fyku z41m$*S4@$GWZT&bH+H+aP(lMSxtFgU?xy~CQC84!yPV8cDt>_QTH?k*=@}4BdW16a zhwdWT#~E-DLH~{j`s2+0sq$e;_c`)F_CW^a!%?UbN}X_)6k-+=Pzd#ZgBL0EqHDwc zuMWfbpP|G5H8J&ngPeZ^nNEA9v;GXhCMQpxq~Npavnz*^D{M`QYX)k?X5*9y|I{Y| zU;I8CVDCUqM}_9AufFPh?o&eApB9?<2kniDo+VGqvxv%}Bx4;J(u7v|75~@cOP*|j zq@jB7%U!EKggGL())i1gw0?tBx2ciJQVYU@FK_hCZR-yf1_|FEQ| zM~bThK)nxQ3;zT*_$PkS&GaZdCxmJO5Cx!ALI@SFqdd-Z5=<27O1YqaCX)S0*2JU7 ze(a@`Rwg(`YC_u((od>U6Jv~+tF9}cJR&oXOBou~v`o~KdDh&f|9&so|4aEye+%zz z6_+74R}ygv@ogM0Uj3($96sg4C?axEE08!u?UE2 z0~2FE!n5ER%9ktK(a}IdP7x|1^y;(a`hH*?fpo^)erD?M^B-6TW^h?rarEx%>Ye?x z5g$y5p!H7kSsCxz9P$=j$a-|Y4Np)XvZ>&=n(Bq}sVHS?upk$y!|vSoAvec?#xtAA zrMoGt`jC8~3okj7?ce?OefIQ(jJpd1@FXM}v;BS%Tbb7TZ;PX3eZqQ5A_z|F@xcT< z85eU0jCwm~)R&Z9<9 zC!g}D33E<)u#H<7E38ZaYIL)aQvF6NCerv2^|I(3Y{2U%Hy$6z;|R1>RG;8zE=v+b z%10ZdwRtK*!R!afOS3=lvB^lHXJspQeCTc1JzQseD9+&Fx+ix%O^7^Z{Tw8QW9~R+ zP2TgX-4Imwm)n)>KRahf&*K=ev$oCKuQtX$tViQ1<58VQoaNE*V?FGRWGFIzT8K@> zzRR$|?AuA@Kcbkgtz=%MKYw>&&_sQ9X!oEUi}6+Flqdst<%B_~t*dn+h*vp=X3m=6 zp01--;v3r9@z_jzR3hPgm{Ivu{gTS&%M9=)hsxgfFn#3r{26JyEy$jnol-U66aq*Z znQXL1V1^?o7J0^vhApVYldX4%XvHNFE&dEFZ7m<91k)60FbeS9*Ncwhrb zpoT)W!m^ngx@sn+v-2TYN@Fd1aXyHH6?(&o$GEKEpkKpH>F z4x-CIz)w3E;!FWY(d44xf@hmtFuU-?Hds)nC`@fIJRmF#*oUL!F&ajOTf@Ll6`! zH?Z>B>YwsPrP`M>N#I2q!!xH&w2_wK1;o zV$+egQyY%!FvBL7*q$S~S_(>xqGlNem{M7={2+t=U)a_@ve!-D__E-RilP1SI7k!r zDCP7(}txJUqBjOGQbmSM8^*ms=_0xqBcKj0paoGwl zE4m$|_ep65xISz3kkezD4Bj?a3qQ`=u=A4Fu1if-*frPq)Ld|T?i=SHmM&m&_BUD9 zg07Z(S8uaI%~N>lXqFh?TK|agRu~>lw(=7abn{YE7l6QQGh>oQH%)+~uy;#Mb&cmG zr1o=v(ExYX?$(eJL38p5gcNopp@SNe3w~JYnszl|!Ei@9wnd;AJg#7Q;7>c$wPGk8 z^pq^qnk0ca#?iB=ta_Q%eoJFW?KcgfYj6Z&uqpkB$HBOR3{R67Sb+^WsE&~uVqv1@ zt@4j(Jzo5&UY$_7me-dpuI`b@k0LUQmFV`eRmS4nTx!lE6`Djus0l6Wvg= z99agW0Y$a=mZ~{S-!mdyHCXv>D$df}MbT-~rU zZ$rlKyvo#cJ{$kNNhVt6KsZk?l%jIekf#= zGuSW7R#S3<~Y86)8>r7GE+C;<8$9jF+ zClfnVD}ED)4Qsm9KOW@CEFEu!Exo zjv0?!>F2{7=o6P@?EWGa4fQ>zi2Ss6HW)kO(=^)D%2#Wbno10f{Wopz#hROAK%zY# zo}k&4=r!SXE;TpH;Mk`x4$9ozXQaV(Ip(@rIh#A=bfe76VNC5bp~=WsBjb5S!yRu3 zc7Y1}_Q~vZfOKhYYFqsSp;E^rHM_)K4kL7Cd?!H}SQU7#o1!0I-!OXRi`aEnaEQzO z=Ahs}>!i;LgjaiPKA!BhW}WAP+2*@$x|sK3AjzS0{8*n9QGICr#a^F}oooPRw8)Dw zkG$QtF(fJm7Re4HC?u!O?ds8ZEBZ=#RDoxMd{IoH&|}KT=sy3BDTFlL24OmTeT>PR z^(M17WWVELGPZ zOzZLLLGH(4Ffo#KDG7s*6%V82WEpc0!g#kX^b`d9gd{2NMpX4D>%UwoTyKbG0nz^u z;{CUMz-Ld+7<|k%`9S`^xC;!g-d*OkVavMnyLx;)YrvfK6TN2FPRpM=b`WY5Cq_FA zf#x>&=FU_FlrRSKe%rIuX0k!CaLP6>li7WPhxe+xIZV~hJTlBIk!N(H$2s1V#cK>d zt6YSe$QFIw^uVB+uO0T0% zfqmaiy+780sH-DrNb;Lap$r?}!_X&`q_Va;YfE4X;2*V)9l z_&}kT$)4+86TRxZO#W>$Cq=i_$~w38xW~a=D74a5(kLMV1lfD!hRZdd?0KnYAE<_U zetNAnMB%#d;Nho-WKKQUXHtJ`QIWk(pU9Q7-}Q`lK?x*8--2JC9x_O{*b}Ggxi7HZ zZ`_>3`1+t%W}@Qdp8sx}H5AJ2Qy zcNvK4hr$KE4X$NUkMx?p=6fN`UpM@4pJx5gRRYn27NTf#G8GK<_Z<9YsbkG|DVbv2Cd7$R<~>GjZ3z6pYU8GWoD`WfMG(jkP)x zXW->B=Z%ZK(AG=n+hgkf1O&MkS6S@tRAscSZV5c2>+614x@hn*X3*@yQ7>;d-e8hB zcCh=<)Uaqu5mo3Gh@KW*}~#mu0XQI~%n$haTAwsu&rhG^d& zaRydaRwi@m6ffS+af|{fkQIT3CvmB{6{7|v-aJ0QG(LXX{vzLi4-~241kAhf8Ki)9N-gSxC7x%eH$ZGxYCc)y-Ezx$>>)X7oEE@^`GN2 zAvpa7(=)$Wh@lGe8m#l7QHVu(Mv1)+T*LPe0;1R zKi3mfGTW2X%;4a;?nVo4{it+_0U3BrJ~npgcwxbJM@U6$NHLymICQ>nk(IFbnX5hM zd#}kUUoPeS!`6Ax;6WGx7|>LlEBmm0CQvljtUA1R-`ugbwrrr67lSDVW)KB^J?+~* zBMTuk|;JgxY>}&CockU9X|NtiIjrVgNN8O9uTh@aQ71T?Xz$?d+JVYmR>q zQ&iT|ZfpP9FwM*fO){6gAd!^^#~TniF_GiF@G~LekmFLmoQCJGzc_X<&d^@@T4kD7 z)a5t9OmK?P!owvc;2?yYtr2c|^-{06cmtR0E2K80tQv0Mh4dlKCM#iZ1L}}|Ui>L( zySUdIh9AUyo)^G7J)~-n$$@J@`*7TB2j1!nt!@DsXo7#~gX^&y8x4$&*R1lpJT=~> zX#%omTrYf_2bou-jVxwjR^rt4a9?f241)NxWgt>AC&eY@Y)l$83U=OtMT7mN&}0)g zH;q0$WVR=1v$n##A;+*U!hIiK5^pmZi95XM>3Z<39;b&m1GxBMDPv1JKM4MgeIM_` zkB_+?yw-2kiv~q&CNEyIYRcjwdpFz6Nf6ts{BlMx-%MIeLN?(A(>359!hLx|24yqP zWhE3X8f+^$bZrs?I-KOL)QH3P?aT9vKlq`^UU_aWEK^)OZ9F#c)HEw$`m893NPNNr z!Py_ko5U~}=OjpnHO&(s**VfNDk{>3c|}F!i9ttL4}(u%v>jwSd#rQOf;F2jZvd8% zWq^O$+I)165X?K4PDrTVK#(Nco{_Q(uj2`Z8|)zVVYW*kg0w8P5rF ztl8K>$Dqk9SYyc8LQl;bg2lKbHiX;n#NNEHt2K_F;3Hef<(l@hxGx@ZY%H_4AP$t) zIxMrsZH*BQ+aOz;zLCaf4ZJL_jy=5ojaBJHLs4OQ{Z=YxA4_}5i^19723y!X^U4)a zVq^ihdQnMs&CUd{iBA?WI4fRWqnXKp)>sE2xciIPS6iV82n3wMs3`3@Tbn%?2K$Pw zWXxf+OEt^51K94gYW3kh2j23;I-9tIqCVcY?~?K?_)md)dTx&cjF&!-JM{W_wpd0; z3Znj+zL7Zc1&oW)2eAgDudWe@T-NV<_w%tX5N@yIuz_V+MU5F8DaV63Vzspm4lW{F z^58Y`F>E0b9*B1KSew_(-H(50BHKUnyW3{gj1ZpOcl#n|!G17SZ;kSeBCSVUyD8Sd z7DNW4!0{+ZAa6)a)5YR*SB4y8Vwxt{vP*~()-=CSl;%T|{}|MEFs|L10ApLW*h?R_ zw)sn92{rRpDiv$|cIF9=E#mdYYGbh^3on8shsVdqw@*(X8SAA#Ow&}XS#5-MJ9kC! z50L5PY5QAdDQA4sIQ%=U>2u^G8D)zR8Leqncqj!&aFqOR3kI2+GjRqkRqTvN)&e1b zlbm(V@$gEr@m`2&V*5k>#-Ds)oKrLENSecbZvj2CagFi#><+iZXgs;L>q# zo^t-LY9R`Gb=P~GUtCnV4W(B`c126EFM&5by^P}jh@U#K;_9S6yB8hKB-Qi+-h%EAfGtbRKOen6{nYpE3fspjud#NHCr z>St!HEtTkotAf$#^(4~G);>cuZT)gopbw?m_YVEDQJ-?TJsJ%d?OF*>MEgNhBc?X9 zX!5~4_K8e<8|`BG=tzp9@tkiSnPrd9=kZV25u7g&aXLlC#erxcumV-v{&Qk&Z+&Vy zAo>-U(L;Hy@4F=`G}KF#irzOQR}FY< z=D)quKGq>PIGExI;!{#)^v~u(;);p0|Na7wpa{ffYJEoCpgz(3$IUW0!Y-v=6pv>d zaU}}bSGj`pXy{>@0XqCV_YZ}ZQ%;aRGL4!a(`$1vHFKa9N9*Uu#m?_kN@T}ARy`|2 z@%WH`Cq$8$Ay?j;YJpP&iaviRL7TD&w5nr&D!`swg_-DZ&Zl-m=zE%sy700;QdyF# zYcIZre0~a{>93}yVrVNA5llT~|45-@BBN&MU9`GC0fv-=7G=*`e~i-) z1c#{t0M|H@3Z@xy9d)RHC3Ot{V|PlSbkYuLa6oYoHC!*oXC)8X@}6uAm6iETeSW<$ zmCF3jb^P_lD1fZq?NUp5{LfVSOq+E4+xyfIjPiyRRLGvf1D;SLt*esfquMrxYz&xtHGX*l82s7<@kHLFK4SlxBzemPzb z2a%$_-nSTiS!hqYpUMPu6*qm-q8dHZb==BA8vi1dgw6Ve()uXz#8aP&qOmJz?es*K z&|PlBkeLuU=UJi+NbTsk!M(^aEuRTY}=JgUL{%aj$?fts3dZRsiRHCg(b8+P`I zzzxwI@IF;pq7^(%HNa6-D#_$grwFRAFo59-e`}}Du(RWORgii{-M!q`0Ypezs%6#LwYw!AD|^g zAT=FAzpB_!u*4a%UpBj-zE;0V@n`v zDG*UAJ0fA!yQ$26`==81r&Ll{N99<4Rd0~mGCeF)!DXYO4BuG&^1R z50a2*1ls8-C-wE5m0jn4=dYnk4b<57g9*=P{&vy2 zR+S;Ef?McNbh71FpwB2!fPJm)=X_% z9zNJ86T_n2>UuC&FrIs`QCAK5uCY9}!}Oah!Re=F&{hc!1$TznqZJP2;i3uOA1}H1 z0vmcmq!EYITmIp0p>fxY?h&8A^D% zag|=E>LiOw@iV-ep7(B|)`ou~FF>nG`Rmfts>IhQ&8E$~jw^fD<=oibEybl4pQQ&$k$R#%*zolVJi)Ebma4aSq6-`0}gs7D^~$Tfk;cetZM>7bxQ zNK&V$DHFAAd{SqfC)K$=#5(+{0Yi@`bx?Rx-icO)<4=>Oo)6{Vom59;Ye&oaXRW$@ zS1h57sn8#zLw-b$Q|gA>ilQw0giq)R^yHB*MTfx)BV{LQ}+PN;N3* zm6}+2goEedu1NsZy+dx-|P z#wyRyO=d}pw>LsVRdDhb)Il83|)m(SGCte!J=lVEPlV)^WC18SJwJh=NpmaX+IE+i| zGfBRS0Ycrs9A=gxH4FXOEFH~euc4lr)VG*}L&{3h%P2IMHd=cE_2|*wzClGI*SmSF zcQdILik2mcmKQ`#FAzV<)0MYvl(vyJnJndM`P`Zx`j3cEvOB0Wk+QS@FEN@@t_3f( zAnwahPcgAXlP2Lho=`1eV0k5oQPq!fUeW4kmW7hLty-=|XHYuNI)bVS<>*lJ-a$?| ze*)@O@}5KWdt8r4iaJlOql)-kOgSm%_{yQ08Y6Hmv2%athXFzYVY${f;Hx`!?4Zo| z_A`j<)90uY(dxW4XyRUD%5~mBEq*k(_H_ms4yb74)=IhfXco*S0wvv<9ZWf4+Xu?6##B2r}mnhEdl_J>ji7$nwqNfq);H~}` zwW17!^<>?4kYz_@t*B;pc{|FzQCUK2A&}KZ#&{^1L_`8~4cC;8&MV0#cMaLt8R%!B z;(m;42$|F$^=>~(Y+uHw&Zr$!`N~bb)6H&iK1Ma4>wh7+PYu-RtqR=`p&#W_%Q^>y zqZ{xkX^&dAL%X5!HR(CQX~vDz!;)H;qP1WYiDxd4~ti|mB!CRs^D(aMk zz$Krvjmn0FhCwsrip|uYFQN9V=q^Y#bg67zo-&{i1*SN|hx#bV@Z20u^3g1W1$PKq z;@^o5y+g@0hQ!+i)EFJjJFn9C=-ZbV5+nQ=gyC~I7uPG6kgswS@av$iqv+1t*~KyR z0i7>Y@nQ)4p|*-Yb4TAS59QjoHk77tOLms4<^@@_P&b;vjw)pYdK&kZGkQFUHVnH1D9+c>#u|4hQSTBwJ(l*(uy z1quwsNXWsYRCyA>aA6=OR7;8g1LLaEn5$3_rD%_$Tn|hy<~rJV6LL)hNtXv_$bs{c zn_~PFt|Kc4xYx#t^;{vpCFi-c5bEz6V8Qiy_VMBLI>aBS{OO>ZM(C)G7qn$P7$3jX z+s{u)_BR441W|IXv<26ko4VYpO*iXW3%xgP426kZgWOJPrzSAqlGeg%KtGvCB}uMB zjcE={p86Jv|cZDuGc!-NCSYt_(dj) zd4xC^qx-neM<1bzn#u4HBVf0=|KwV23#P0dg|^*hHJxHl;hC0%Y0J+ zwPq$37A#SPNOBNuG+i2^gh8F@*Fn|WAbMi$Lp!L7G4u@uD3baNR2Xoz9H?;&{4MDz zDS^;sX`!i%g^;R9RJK!T!eeyUYI+9Hy-5s}qD&tZmD?jbi!N}tHzc}Rn}zjMrTSD{ zgtNgWlL!+k-S7izA~nTFFZCOF&G!Ekc6K36M`0MBnNeg)VD7@o=%NTp1trYXffdq4 z7IaaJ8d0eil{y8tw&^5L3$Z~7mDUE8SQitAxfDO9nW<<+RDM7;SHnT+W{FO>bUn|p zBRviIY;C26S&)i$pNYM2K4Jp=rQvn}>X; z7)*ktSzE%&AwXf>*aSP*)igv1C@m2~sHzr?bZ=clC)WBVs?}OpU+fZkCulHn#$MX7 z{rLG#E@X~RT94@TXp>m1-i+VNa_7n*eJ9s(scZ6sp8Fi`qF9@D(&uQ<8DvByLg#iB zyJ@%=pZ!Y0Nhtp20Mv}7Tf+~134sb3g{emInPh?h$_i!v_KAUxi*~Q5i6Kt!_~7BB z#&C4ag|Y9RXM9EAIl7vDU$7*(<^PCR2qD3-osff6&^GdIWPGB1$AZ9BpRwlpt+iEN zwZV&0=%Q;oZEzI{pox=-#~<2~n3N={TWqj3krh2r9gZk$q}K082NO_N;TF0(vV#00 zZ0!sbj$t9i>4tu%)zVSW6cUaME3}i$4uu;hPjWL#);BGprn6QO+AX<@}2{pxXWt$zXK+3yqwnd9iu z1@cA(rJMG=3?NgBnm$oL;KylIl2~ z1ZsolTzTS>S5E=^Ll}tRRKt7?`+xOo7mRFWQ#qd590so^77O+Ysf3v)?X_gMdulpmvhTOHwlYaj zXYgtRR}qI9Qz+Va-0oCl5ROvc@_;SX^wS>_Pv^cO(rwF&M#@uWErueDk;k|=Rl6bp z>fywJXx}ln*8(d}UUo5V+VQ%KcA8gkiJiWBO5otpbOExIiR`15CXV;mX8Dy$o5ARO`Nipno=o&Cm} za>mbW_>yf9mX+xBPSngSO-vRYpn|2tKtNNwpyoKv38&$1+7)Cf}&D|$Pm=3wN$~8 zDhhV6SS^AglLA3esUoIM41xqih%yBT5JHCYuXl$8ZR@>lzkc`ozyJCBP>mruIcJ}} z-*>I`u6Jkqyty-a_ZZNF_wZSkVaE@gn=x(LvSrIYcpv}y(|^iq{~iB*N{4oJrB7M5?5($^eReMDKo7}3 zmbv<`^Y?d=&`18`>qq)s9?1qm`)9-0|V-8Vf(=J%7H^Q}=RY#{E&5_YaKoO07PALMK16_6|SC zC8TMORFfw?l$)um5$m#@YO~t}bqx)x55BU$GEnSaUov^f zu+pY6(%mO?UV%6FL^q$dQ=g7$T^_R@zlzQo|F*dOgt+~S__i-RRr@@zyzi>Dd#e%y zvS(@4__y8nAJ9aq55%Zmd(n_by8hjn3bJrO-p-)Q+BAkV(y_ffb+}dd`~z_l%3gB1|B^@5Qje;A z9*_3nrt!hgoIG32pAqwFv8ejpm>wJs=zHmXesi!?87!syxVq?vcVk23$`CmnFd#Hj zE@*jI(6Uh6vM|l(;P) zB7?4Mw$Ut#j=^!2!FwhOpSPunmEozq<4J?1{2H^TyScf!f2mMbUthnj;3NNv9TW52 zR4%JqYl{Nq8OpM}p zmNxWOg|A<|dbRAZKhE95|K7TZr2$Lg_KCK&YzWR7?0?8Hu=V2h=Tl17=6-yt%=6LB zqjUUA*5s6zm-n7nvKpTiIX|^pH1Rc8t-SG^Sbfg3dAjGtr7`NX7sl&K_yU zH`(#_m>f2`a+}Pwv?~h5b-Ctxr0qvjL^=nhnkFs%s%r8*tSVXnSN%3zeK)#khqP^n zKzmD|ZH^TjmYvDS(5|&pu8nVTi*M;8Z|Gy!`mx>Rp6fBT+Do3At{uZYTiX1#w3()+ zdn?|0E3xQHt6EH!clqjgU5`nARo5_$lud_1l(>?x%!grInV&%E=ULv@!=&wojrN9I z6)jiY!IW5jFtwIuex@c@d`NUupxPr)l}NND*SZW3z8f2S_e93s6KjePGUOpQtb(88 zg6d@<^`p`+jN%0C-wN6tr3yz{lvCb*J~Fr@C%7b1q>5BX$L+O@jF8gXOQvf;eeRpnIVv%=7zBjv83SUijr?eCl zq^iSGRgOrLQ{wCAr>HBfufvLVx{noJxly7{m#DJ^nm5Y|Pc0E>vIW=P=cmp~s}_Zy zlV_@F1k!5p>uh;y#mO5A(+%{+eDN2K5O zHZu6KSJ34R8C9wxsg!4zKqIu#rfuU0f$B>7B1{%R)PXD{5s#MlJ@<)@<~Y``5#zRB zTY77J-m-BX3G@neizmOX?E9!y_k|_M1oZn}98KI1oko=scrHbaaTy%_?y{!%=5YeW zIC=X?`G!wF?a~~~uavf~jBi~Le_30fsjjDJ*e%q8Z?F)EbeiIfd&OETh(3~$UQccC2e1}Y{*k2ip4ylsQ$-H&|pT1O=YoG8mwF+-sbRNX!<-vomiKcOj&ebs6r;; zaf&Uu86~-m@&1$`vGD%R1z|AT2K$#ZR{83xFy^9czq|MD(MMjlY5&@${idDvCY_9| zYpS~b9Bz^5K&}&RT~Lx+FcM=S-I=CC`86%^IxHdji4DQed8;53yFvuE7Mffl1c3{F zQyd&L$lj$kn)5aq%!G6o-2)e0E{2L-^V}Gxy!Ux;nh&w}?%iXl_x|%SKP{!0gb8Ci_*jHCFgz6waSFiM)p>jT7)y z=OIL?((UKTQ)b{286sq$yK2 zWKRsrraSsT_{l5$00bUs+b$c`uDA({kPb(L+#lhAv5m1Rd-#w=S{m8ivRwyCbe!JA0&ii`eo!7A9L4&&RY)D+?}_1xGjSjdiGaQPM`2G_^jpqA^^gnVOzG zb+wo>ERuhlneJ^TTx%mmrnDdTHc`BE3A}rYZrljRN3$@-Y`PMt;C^;fM_8yLC<;87 zOc#C*vlLeo@})XBuOKMTQAwx!%Re+aIq#%Ahna{aBzT?!?f^o{d_W(8gvsWgL{}?` zZo4?5UM?3<#-RX#;8+lGu_qE>1K|SqR>CEk@W!GTZ4u4s?&$;tX+9#CX2d1=$*yZD z+EIvW9H#!xrTse#b%KR=oC%U)Hbr&9j!t%kbgc|&Hnhj{?G%B8zyZnm*AGusB8(5D zd~|6k%|`UIR%t9e-;AhrCAhE9V$n<2$4-2DS%SWuCU?TXhM{Q#58n|X)qTx zm}};+P%abcWG~&P;Ln#?=oV#o#0W$oNp9M59JeO@dJXO+hQJAlS0V`nv=ls=<#PYD z_sO&>0=^PlQ(KNehd|+bJw`y$ISMJ)&OC?`9z!5^c&GPHwo4y9auH2w=nKGz1!|LP z=Fom4T*sz^`izVEf}Q4#A>#yPW=>_aB464h+99C%gBvx4JC>wt3+LMw0v@dq%wp+W z4e%##w3atgkjonXHhX+=gwv_~tJ>>_CYv3av}TifFlPN-@A%5DYQo}`YrAuT<~Ie+ zz}fp9M$97kYNPsT2BnTRfQJ`65-6j&#~08Y8JJl#A`l)(LMQz);+x19ssEShUU&H_w?U4H{>6`zdcqlhR1qM$X~d5JbObiD>ey4f?Zi zYN9L`gB8_aBcqcJaS6Eae8AVX?x{eM3+k0$dO2(srNj!fkFo&BU4yVJMq4yIoFQnR zA!?o>sJrD<*HhfkbK^Bls6|^SVdL;;kcN1LK(5xAhm@I@B85e(XKmQ$D%|I(PVx*) zoEVr$soSJgsifEQ-#S%)8!#6rQP4C>+%$??ee3OsTC6S|v8wtJkJfp}*6ALG>mJ6H zR>x7&eYD&qZ~)NXo2&2eZUp8P6nz~8o()|+8)&+^x6d)qZDcejU)q$55TWz& z^$oYGbrrR^3PZKpVBJgUdBy2@ETU?HkiX7*r(gD7T|}!1VbrtCvq>1E6#DY5z7oZ& zM}zJa1P@lK5n;PV=g>j?#Owlp-fVqQ@$hUtos{Iz&s&L8$5?0O?SWV~G= zji*D~d5dnL2td+G&kDlYZr<*#bLGu*84}MctaJa=fS|EdfR1xM>kqAdjwK44Y-QEBBzAWkoD zI-&F5(Bdjur+YcR>9u%M?%cU^E*oy{3D~7Y!0N6Hj4RkM#^c!M0rVQ%h4Bpjb7jES2*}x5EYgc+8sL%1 z%D|(p8(#J}W-e$u?{)nU_%;YV62#xag}wOQIZmyoO61AKt170iSJ$QZiJ{LH2gr5<{TsdN^61b&5sy=z@3Ym;aL5Sh4800=@V@b9cVQZ2cE>Q!U31G zMLM*e3a<=Fxwn3xT_LFeU-t{^s$3ZNfkW0ke`%hU#XUQ^EI=>yvxpeCwm(0jEt2K7 zy88O2Va50ERfddkiGJX@w&}sFdjH1z({;gso+01@ovsvclwM}%CM#DO1S8gVBB<0G|s+Da8#YIKs(;I-} zo@bNBjPQkuP(0H`aE5Dg$D{-iXJymJ59oXh0sJPS3MIaP6EqDe7&-wyn1;s1#nGyz zJT|@FU(>cmcW>^YN$156AUBlw`uj&({U{Ig_#{~vdhgyxz^{nQ3cDhlM8{lN?i8c2 zJ0Ovj_@=ox4O?g%S>j92EEwI7JtOyn%0`UhJoJYYn5-M3@paK?-onh~j$`xojo&;tn{dA2U~v>z4_nwOWybPx)}${>kSFLjXQ)F8Ky zk*FfC$^7b5+-+4cL!n8DY$!BLnKY@)^RyUoWBvN|0lR=^zEs!AV+I#6$qY1@u)Ey#orC59|1FSig)YQTgTQ6eYtpv`~k<5$-vSp!sS z>m4`P+PaBdpCKqj2iBK+t_A8}Eq;E)+=gLO*WB--BwoUi>p}W1+w{2^r@IYjF2uY$!I%$X4VqdYA#;aq_`$t^V`Y7I@agAAKAEgER zd@wb$V(Qu=pyw|sa0by@5uM)VSi2Y>VADV{4Myx;9H$i@;2UrtQuty$eLx_wz@J3l z-->k+w|a|PDO-wZxJG5%9JO-QsPC~(i# zMz@}cZL||Y*Su<2^`vMv*r{;1h4sq99H;$OMN6y|{p*z!bTxB`;e4TXq+lY*d3)l$ zWm_`jmsJDe@I zr*~d^&=sqgZj(7jF_VaYSS=}8sZu-51-phf5b$)w^db*~%`dhH>@WF29#~)CRw1qH znOW9z)!9d{*s5`2k-sPj=w??Khuj6RvngiuFf5Wx z*=DDQo4GPD=)l7T!o!4>Wk6*BdL^IUdfUBKDdLqH|2Cw94fRTzU78tfPo8YfQp3rL zcDe>8xmJXbl6SRd3*@|S4W#)Vh#ehU(zBJ=3Q`5vKpaHlole;rGDd1GX;`by)!BO_ zkTQWB;NH5-w{@9AcwODf`jm6$a>Y^KQD$_v-}&vzdVff<3@@Ed*>ED|zEnnFN~zXL z`CuFXg@khPRnjUz3`FB2KT2KAGA8l6Q2veG*6PBXwMCP5CadCGh>x;UUP>gEl%+WQ5H@kNlv>cLl;HUO&$+jfMi)0BI))~! z7VBY!t|wqY@EsDK))pO|6In_E4ULH^9E$f7hi$WKrZhnb>6(_};wt+nU_Pp~keFfo z!Ifxw*=-_e0|L-}Rod$E3&h~piU}Az5ZodKYW0F;Y-*9VXq}APEodOja-81>jN@4| z3-}IKTWzauwBZ{m>Q;3PM2$*|_gS<7EP8t+NZNmtY`A+X z`tnlDD&Nay>{=o-ZVb%0;bUJRl>q^Z0AzdH25LZV-mz(UCs{a`>7w0GwK{R<3*L>9 zI-HJ*!vHprG)ObyqPUpgs3^-kD2q^;VpDLwS8)EV=+^PJ#4yL{-lWOFeoC`%po9isj8|d ztWEK*TtHl!p6rJNi-|(ip`Zw+&2YH?91_Q?M?o^`Nx)=@77QocWKm$CdXLkiJ*m=3 zJ4vLxwv?5~M4yoYp(E9qL*{DRN=ttOmC5K>2UIAVXsIkfx2tQw_Q-(kOLBIS0^r1N zae~6Ia>g*Q%&KLrR^70D@-fj|DY^jM&c%r>0%LO|SSiQT2sj6|mhqvnQh_ zNuq8D4K^mKjagP}YwL*Mn(6_9|e>3~YQ@l1zVjL<@oreF2#AF#0GbXajY^qktFMECUohC!fH z6Zk8`@upxY5m4x3gR|a^X}?YJL0omv+q&i0jFw;?l1l}PKEVWKq3WbU5! z=cyUD@B>JmNy(mW^lcaId(km_Mz~N)t|l5bQApF4%?cjrWcfjc$zz&l#avVy`?g+`CFSjMF1^+Myh;p6R=FS*=Wkl{lt`PQT;Pp z5yuv`=(C9-6%%!kMvkyNaGLHu{mhBJh0$zMAQ931&Jm>%g9l)yK)n9|YPN%=je{ux zD=|F|tNdBb_*WmOh#4}Dr?pQ%0VXJ}mOdo?DJ40%EnGpQ9W%0xasy;}1y#|6A-Fsh z-5uh30x9aLWpvU(VJQJ&Bv`tyhY||H6YP*RBlz|V!jq*;>MLq(wMR~QopOq&VuB}I zcEM7GCY|C3G4qVub247w`^Z~7hs#fPw{8_k4j9 zJdUv&-FSJRDl(n!9TmFLA4O%3v}m9@4A(%nk9d{fr-{M0CI(|tzEQBwLBOaX6|zu% z=*hoLCAj+bFj}QoG|OJijWn zd@J1`6&1k_A0DjxmMPo>=#;?{g@R6ivUl@*yO#MHSH^8A1dtljmaxt7OLM3l6upUi zgpfWk4HC$%+?|7`UPi%WNHId&#c<6};pvL0;&G8$;v-QRMNuX+(u8YxVg*!l0F>}X z5rSeACV;e&%EH3)s5OWxCWdUzWrg>zErMUQyG^qgP)u`yvXT^=>XSDfK74p$z~+f%CSaDjaw;8BIiv||>niXl()_c}fzAZ} z^rkfn8B9rpqWZBzcoc9QR#q40gdk8Q{JP`R%(%x+jn)R~#yrhkstJwrO>ex6_!Sud z1uEV(V2f+nX(_Ljior)V?%1(|f@t~VdqUY^QmcA#81DEG*fg5#(iGRHB82i^<$4fl z)$7MpL8P_M4ZBa$!MT%WD7svyEY&TP?im$~gwIhlL?XsD(p`n5ycbBfrmSqpFx-|_ zTJ5BVfKZoKv4X7&ybmgtU5Hpx2~l5OUo2IUF<=f&Z@R}(nUA9K-Ee#g5x8epmO=}$ zYy4@3({5QKRrTr4^x_C(@{|~}u%46vgIY=;YXEpX&VKp`7ZOZv7$hlwsC+?hdK{xA zO6el4mJ%8!ftyDH1AqKqFiz?Q*P&x-bSmKP;^^rj^j>s2GMYe=6-khSKfoII;Q z{0Ap4eY~dW!4)FRFm}YNXsI840q5Vns7ikUGJ@q!sMhTfogk1|L3i+VAWq`PlXkwe zy6V~i3cOvnE@nklzzwSABDHXT>KXmG;j=fqvPsrR=o+C5|K(Qh&Ml>&hdRc=x&mmR zsOI5*%iAzP^IBcqx7xwx)>wbi}_O8@bmc6@=1)oG6BRK7tvG zApF+F56|}D+A}@l3$n+4`cckO0O^97#r@BotT>%1FQ{o5+v}r(H4CK5nwEp+5zPx6 zwz;%lba~LD`-jjeVPj*)LEd}T{mF+>vh(_u25|CfMB+>WfO}#z4+bKXgF=~yl5#`Z z(JF*?JU*OD<4B=B6&VP>TW@;~gGIiaa{N0TkJD=LM$s16fUeeA_R#N3P? znOXNA%rXojKYEkwQ%Fo2ikV}3p-LlaAe9iQ*RF*E7Trb?#3)~|wM$W!z{YAQ)I0@G zL}e9`V*+8VfBY?%ji$+eycd0IZJOps5HrMu0{IBh{l5cdAKRg4)tu zL(qc49F`q{Z-KCBcmriCnqQf2am-Zr;L4sX0{$UX##oWW_zFO(Vf0-cpFf=^3Pbg) zURe~Qn2hCNlVdgr5pK=n_lGjI!@zy~i^(a;sc)Dj$BUyW8d1O!ggw>i$@fy5n>%Ek zzvu7w{}1+`8ngd<2fb$lES*ZD>RP`#uf)}V5j)Iogd5^Btw-_WpLm8fb+k(Fcklc zWAu@6p+GlM%h7C!#nnPFqcNkE43Rkthat$ zGsU(>9YR&n-A-Y$1b5rCH%#|i*}@h5t7LG9RqF_1KneD!M9mi_&T-NkEcdbvZVl?WmZ@PE1x>JRTgv| zz5?W>Lk=)QGdsIBW_rURXv>*pbOs?rD*c>fekhuh-Y0d1iuF|3wb@#Zd2GR|Ae4lW zqddxyd3a*I6vZi-NNWLuS^7fO!t>&@AR2gH)JX97sc-r6@sS@f>*xz*uUl;RnXYA~ zn{8xF%YvA70QjZQs|j_kZ*N{+Ml+3oL@?}lq#Iq?Gh!n#Tun2e$ek4}q?Ll)c40PL z;>4~e?hq=CaS-nA{IrObx`jclUVdVU?vO;48m^uMLqLVoPD9N1oMS0@bhhSXMbR;h zBq1Z|QeVr2U~LOL>1_1)1s!M>8G>K&#ABUTp-F0!y6AF zdQXYoaaBP)bs~vhN|HWV0{V+WKjRPxLQ9Dg6OCY$b$$=K!q)tLz?!Ws1xEDa^^VXQ zHf7Rb>4(I*F466`V@rQ8{J;IJ^*Vx`Sk2=bNc94%5I2D;S5wGAR$E?1Y??{##NiEN zae_PM5YFTxjDc^xk^n!+5L_AkNd%!V-k^d}hz8puvv6HH*kZ>EMSli|VrB#YDB z*KX-D+RoiTJ#+=TFZxYE*;n#b<>X+d>_KQ@r8AX6W(V&V^sriT4Z))EMP7xf{=hkai5alh&BB@+59h*UUkXt5@xtyWSM5~Ia6 z6M+V#&j}vX@roAl{^8NLV1&s@d`A_tIM6$6)bK@WxU>w*F!7l2y!ks%JVx#it-~}FX@|n#Z$&{nNgBp;_g2W^60_}p4 zl~h?_AQfa2yCUU@%D7-!@a^o!SPjsP-k}=VR>OW2kp3WqwtCiu~=J(Dau z2mzsg>Y0GA|J7uZEFYAE6d@K8L@tJ5i|n7|d03C4{8PgGU&Jwt97h6R!hnm zE%fGK(eI@P@1Pn%S_x&gELPqngY37cMi4|MS$QMt-K49edJI~g_0-w)NRtEl4|dzB zcB7KF+>kV?sH1@*T`%rwq+yYo*hVT*ir?fMpcKAFF}bUArEuCsYOL{HwTkI4C^%6; z!Ni#g3cpPw{+Pn#fQl~CguV@wN?cLCnX3OlxdEb$j>-*_cA{slf~)VqxZRRwhQUyG1ELMzMb9BJZcMb@a_}b=zsx&KHs`MX%miIg)n)~k z-$;w?1%-wWioTV9-o%bdE(-pd;UV+~{*~PUa{)~UgGh_E*2RrE84+5C&KE4|cGsf2 z_f@;8J|R1ubV>2@N?=l6>a(&jXjXB7rv#<#SZtJG&_!Lpef)8gAX|6d#A5Yo&Q~f&7yWDvcY@~%l4nYaEEYKUmz+$N{J9XM4H+0&9gO; zPfkbCKErGf+8Qnu6EnY`B=U@2Zx!`;%`S_~XvT8g1mj|86MTNPXDbz+NtX%2UK_<+ z16h2gPMz9G;%wjZ2xYc?YQH5jUGNW)8%EX_tQ*Wvemoui`$;C+9=F-dgJCt%(9R-^ zsfHRsm{SJj{;B-SPnJqNml~#dbgtpTG@?YqM0C{_6dI-{zxh}?ht56)y7LX$s6Bi} zW!HcL|KI}uz!d)|i7Y(0cF9YooClnj>3c62`G@?C%C2p+sR(KEGLf@z9)>M(~>)wj39UqhgUzbNS=m>_thNe*|X20$@wQS$FAdktK&${fu;`ySdzQqv0 z;mFu0YbN_K8atZlee7pN(pmJDQL(@Y)|_KWnIxtB#nk;Z$)ly1gd((p_F_^xCM1y? z${C*6>!gLuYBGh2nutuY(1!FCI=y1bOzz zsdL>JspZp=gecNb``kI$_ibS1A3SK#k9ubgid_%>AYN#N5$o~3MnrWSu+0E_MbDmB zFx8Cqs2RA`g!-E`)L>6N!0nWB*iKKzE4K+P6OyUE1zy#GEx{7AbZW|=X>Vg~-H8+f zQTajzPNX2)fI}=cZlexaYIr6m?^eExy3;Ad=dK()sKJ!V0{o3XnHIwDtVqH(8Hz%w z6mphE_5`jHoinCeixk6jkQi}@PHY^c6FP4_+QeoAdVsF+on9$qI;M;EwhL?YwrD`Z zaV41$n12pXREpxcB4`!|K+k}d_5?1U8Bb_qgkUKvASD%e1b+HyGga{z{(^&9_XINY zcrQAKtSPM1nD!4KFCaX4xFGBe_NLQ=H_^JE`6WNzFm?)YQNC+XSHOQN&uHUM)1q6C zM4HYSSC{CFanVig9A=4+VZ;IUi?B0XS%}s~H`HQmdi9B>VT{bgcFJxNNmTlkC<*-@6H#h z^h|~KFjA)Uu|Tk&2T)fG{TPKtn|9;`)$X<*CHDd6-{*aUpS&p_wZv?>+DYDM@C?*R zkWCK@nQ?6?4c#K*jy)3$K}<8F*g$TcLbyZ+G0gP^7G@S>2Mub_kKiriAV=y)zSPg+ zw`>%e_+-PRRon9K{>qrG-5Tey%5{VcD8-wBPY z{|o)SfFis2iRxS@MYuyQ4@0GnkLsK@DeQMtQ&@y&ujtvyXUmP(``i3c6pdjx zDi`)!o}AQ`n_1YQ0>pS3hWBI#4LP^dYU>ja{l8}lDLnsKGb$6iuaWPDUx+Z6>M7{u zkj45J2?V=zVq-S+s{LwqQ;_gXhgd^(}Ve4VpvQM=xPjo{A%Oq zx*Nw%^sVt-9;wDP9Dj!9tNxz+4ey#GRgAvrp$48*AtS4 zk&Zm6`il~c@k+Fn9wx9kl4F=7XstD@RfVZ>f&F&guro4?^m&~D@oVEz`Tc+OqE*Cv zVwgX=-yCI8A`NJ~xUDC)^9%4`%G2Y+Z5U%==lm7lG|qKC=eL8SQN{ARq#yTt>kuVL zKN5xOZy>q=@qtVn+2C|c<<@9o* zF1s@mI(X75XGujfqI2zUWbfmmWOKfed*KyKkz@yB5*&*X2lJ3o^uKvbof6+Ltn~EG z0OGkEpM65Uu?WALPKu^ZiIDTJvXYl~&m(f7Ek%*#YL=QFWBRsg+T{TKoxUOw|7+vZ zAE|5*3jKAX1}jALY`B|+Mc_JZhJwL=tSe&{Zc}Ko92+ zp5YO?JnhGdNn;{$+wt-QdgFI^aXJ@c+K(bvX@TilF? z>^TM^Ld=w%IIkvmdWR-H=|kHz&%>`+FLJXr;ksk$xp|~!i4Gdxjni>H{7Q7r8TVmv zwjK|REhA*aC37E7ji&?v%{qES26Ml^N95O){{XI-Ibfx5z&=`0*`xczemz4^)<7_b zWX3Sjj|Le*luD0Ca%c(~1G&L6VUln+KRm1}L|S^Zkwk{=C$p=Bv+jNTdcivUg5-zp z2_H5D%?jHyLijpf5U)Qpy+L-m;}>fkUi{7scl?$ z1Y1-77p%>ezvXS9<;xFz>|}U-ZtPx$v*EAke-TRb`PMtaxwPGan!5X7fyahHw29|= zGuk;wh3#&-TbI#3QMCVT14sKikq*4cDsMx7Xi-}?n;l_Us6!e*ZUi)fyGH1u>CAe+ z$Zr8A?TfRjR4=wFVI6@+8UpY1Kx4hfBNRuAjtR-I?)X(yr+oT2$ob6pp(v zN%7A(6N!tU7vW0<<9ja~5t8_h@igt|%}>I0=_iyAYXM0&8V*-FWfIrExGZfZF#RuJ z>5p<4{)ves7Wu#_h)tq}{kj+G_WPPd5Yhl`GL*mc#E^kXMUoL;igp`cVDnE(Xy3?B z2|aH51V&}XXjL(a^zZ6?wI75UUL<^-5*hX;M&eyx?DG6^*v^XB`#^;A!^v^7Vr)-Tlle>Ytjp1WaTrW}Q?j>MTOGu|4| zs@%vv_*;T=4(*Gb2VfP<)s7`HDXAcq6xn$>9~g2XRiBZOR zA}GP+C;*H|(2kK_@Y}`VH@1KhoF#iAaVBX+nr)aNUu4QQeuw!QI!!9Ui#+t$%#~5J zhk-uPk>iU?zwemz0}&Wl;nwOCJzh%6&zwPL;=txW)e*ybF^PAc9H%-_T5La+tU+H7r z8XsDi!BM|@HP>9zfBSc$v;Q@n%2ZE{b6ZdF!5T%*kNc${{&&kR;{+R6Cw4;uyE@Ap~{u`8h%NUGkS)gS4sSt%b3~yBe1qurAvSI z54V{t$9kFElFiX)gwtnxGI5Vp$rjS=XDST88wdJ@>hw0946R~g(x}Iaj^J9u#t$0A zZNo-nop!ow?a}a5LIJ^Ep~=aq-#`yx^L!@hEusSy9Q9raV<^+h1i=>9l9L|>TF=Bi zqvQx({pYj(64j)QW;+e2ug==BCYnVlwGg2-LeY9Ab)r`Wx$xR~ph zF(houpJd=va)}w)HwA^;%&OY9|FqDIxBVK z7+e0U;<{}Of-0uoYB9~@5ChC$ydN>VEad2f=;>HbG&@OlWr{Ve4uTVsA0DUYG~M;6 zO3D@*8xacmzu@e?MkSoG5VObl4j#lIe7JvCUdByImsvm7!jP|oz=*gWTI7R?+LyFv z%;lcWjJW0+LzqEZ0Up?fnW?G{#KM^_RXAIQ?f?V;y|s4M$6}^S^7dF4^Q3;$M>^L9 zo{XS$VHqr7uhXx&jwU*XNTbB2OQQTSyxlrV_Htfw%A=0x-_4+^frgtR_soe)lJ5$o zz&wnsJDr7$$0RyZ{%|E`vv6G;Tf))CdIzB;SLsWO&GueMoQXr>)b#6}6h8a{i#EWP zt?&R_7U=C*GGdqqhwBIlI!Xk;R{o^MY-qj6fU*z-+M{K|aNLOG_+RO%#?lh(4}TuF zgtRZ_wr<{x#WJLORyV{`3XA#}9ZU0$!B%tR_uSdu&I7yEPsD^=An1iDro{YY3+|Ty zMKkJu?>aDlh`uFCVZlrs6CI_M^WO}2^pLqd+I%nX&T?`Sb!ZKwNAlajFxRl#hV2YB3rk7gHtd;RpNKnv{O7kg{nz!RCY)(dOMK>#JKuyt~ zitSAR)j?0x_{P>C@>8VF^0CJ{0My4)Ah^OTmrGf+XT5VqLaHy_w>V_XQ(!^aZAPLR92j`KVgOPK-y|%CoRE1?w0(qwayO4ZG(SZqM{^vOf0Tc7;z>}|bJr*qKi@6(?IpdqX zca;uvMiL03RjTjaR&>_m*c^LIa_U$-R3{;DNVWzNc5b_=t%)`@j%IMF^Zi?}=sWxi z&!UWdL+KE~(jFs83uyThy@5^ySZ96gh2cI>ai$*+4#$h$VCa*KJn8M$n9G;^9ueNW z^&Cky2OOc<`ZgAA2D2Fg2!|r4~(YP|bkyIwmpjy_)#kck7(2QCr zJNyZ-1~&4Zn>UisY;PjWMzZplAA?0{OiVL-i6lWR?f6@Qt%W-rF*G$}|Niz<-u?zd zd#nujggl_7`L8zq60D0OVPS86>KhlT7JO&VcnX{C%q1eknS#nR9AbdfEINmz3Z|p# zn*`!I(jy2O({|aRjr@fWs>};HhAlcmZN!A!?P;{fuHHfirhJ>BKMB8GBpftE2O14@ zqOA*nt-64n(>JtXO4CH3)WI=v(vJD88ChoT5`DZh^Z;}tY3JWi`~Qv0$oiqN>R?5p z?Fq(t93nH#NxQIOBV)yu5y>9#1u@Xc)Ht@FM?cAQpmUKZ*NqmU7a39YrXyO<9>L*k z?16F_0%ip5UjscMtF>Tnm{W;~3i_@p_g2~=vSN}c_E2T}zx~+_GFmWUXk9vsJuI*~ z^C89#BbXS;B(V2s9x|PXV>1#H4hm?8idH~=r#~SmVDZgg9@iV1ZQM}g6%w2oL=w(5 z(EdCqK%nGUiiMOWLOT9-vb#;|gd81&ybfI*|CG1)WZ6f*+$g?~JTjM997UY^6iQ9> z%MSI~VxC(?kM2=kyY7x1Lb5J>MyEF}j7s}5NX$TPS$@?_J_)cU(99HLy`Y$az7~!U zUv$`etHc?-&BkIo3caF2LE*PoZfCeq(numEWGy9tPI@N(X8ki55ei6F47bYDwi$Yq zqI0ObuQgZ%v!H%H&>jr5Z&V-bg>I7dm$?T1u`3d(E0;a`og6IgE`dZiS18HuoV3G%<330UEvqO)5 zJ5Vgl+=A*4^g2_cAPU2hzPht_zS^2<1kl?3wwxi^KM@tx2DkXG+;3;&&J$vfpu8{@ z3bh8x_j&;SE45r`&A#21?4eY!y{7#O_n_2U5ex-eDupu31HP|k$JMY!Np9@Rls9DP zVEw*G-8XDw7}{H`bB8e>@e>`)bIjQKU+Saq7}YR2`y(9&CHS1NaZm8 z{IT?B{`4+mUV$t7$8ICv@bAM!yMY5 ztl?0<+?VH}Q!`-h8g-rX&X?>8aU^_OYl*L$Ej02EVO0=c!TU_A$FEs%rrU$@Ys9ch z-0CuI+1%%qVgLB<&?{V7f#|ULS37rd+;Y^6pD}!zDL@HI{h)s^(s8~JB&oZRa1jfcLkv~*^>s)-He z364%bc6;vqlT- zn{fX#-_0Lo8JgFZUdn~S{9(Ds;P`+Y2KJCo2ir^Ln0}sBl{WKe4bF<{edGt(G`b&` z)Z{*UWYRE`dmo=qoJl?sTZ84qYSk%@Rg7nb#cSQDFSgC!jV{f4W_7=w9NXqD(a;$a zddc+22PZ%0B8Z}!3?CLTJ5FyG5$-m38x2Ns>B^q;&tXwR z)*{$|04c|4Lqw7FI}}+_PGh1LRvM8Z72WY=Wa zj|ucXR9oB#wE)5bH)LP_-Hy^PQyUqEv;dll+?O9}->bxT(j?SOf5^R-pXymySTtb% zz-~U)WH|@{m}7+|eRs)hhC;Pt7b!G*^M~z`E%oxwg`43I6nB|;`L~Wrl^%-{>&0;y zzNWG*eP*84fT^hpOEu%uHwQdx4~K2v^~qZw6D!RL!vbiNqm}VP>#_%98ypzPCGZTP zhFK?Ygsz4fAgdnhEkIP_a~}$1t1m=5;8RHzwPhfjQFNv~g{sGZJ98YXw6Rh;l-@G( z7zyE?&|5o<_*p?k5_~p38X{*0fPbpSscf&4cC+r4h!qHn1iovX`@J3sqtl+bcl0$X z=zZi4pbEi~Ckks!sR<))#c&#_nZHs%KYw+L*RF_fUij{=vQS^q<5&&P=ni@uUQQc1 zZ4qn;uPzM?{DrFmu*CXd*^$z9R!^%yKc+8gTlBsn=Gypox+nx&t~)U2K<6*!NBk0X zRsoX*4aBk{H;83=7N zOxW^b8j&nXFNBgZOkO4^ReE4aK$WAhswP$1G$O%3XcL6{pHQetNg{IyN!CB3Mni&9 zD53~FSE_#a+B=i_v+(?L_`=vH>>Q#<7HM)(__oAXaT)5~u8y8m52vRk!y56m$f60a z@!1GOewX4>nnqh@>D^1BY`nl?_+qn}dUHCTLxB1c0vVTZF09My+W!1fge&I@-4L&a z>%!)t0J35SGJ0>b&^)L^?)~tMN%rtGt}RLsOO~3`{&nF@fJ$KAA=Y^O6yD2%k=`*y zwjzDl!K%TraY~QXNT>#)ugWvs)N?tABOW;of8E%2}P3ARJiO2i+l3}LVvoJ9}!yFK_4G$tlTmM-?`EQ-`fC> z*~)EU$E6g z??mg*A{w79=yJ6#C8gz{dS9{c4AZ-L6CqFh>i~vWWLxw1#0lIp0|)+;A90rnkL1&* z3MbWg9Aeo?S(wdpGmE%879VTtT{FRAI6@FmdHyrboumU@C((5ZPY=eehSYjTdm8jn9&4)+zT-V~g9`n@J1IzLk!s3it4lIi= zVd`Twah6AKcPuuPDc~va#sYT6864%37dI|PKeB}r8$=5;B zj+Kw>>U@9W@Zqy&7IOOY#&Aw&4!0wj=By@$!VVRB3VgaDst2HCgaVc`6|iF1NRY!Q z;7I0-3*ETcOgH+<{R*(TiZ;X`J>ew<9HJ)JLnFK3og~o%2~SNyO7go9@Fr2hU8PT%+l{Y+SmECC5A0_170Fxw%;pyPiEj>w+_EFCMXnk$ma^h6AV}(u^ahTg+}4`|=AT+=R#@cryP%ob(FxWwzxYQ{=t}FK zuIKMpt64>fmNz?fvO7b6hpuNbY}~>(P4^o@2Q%T37nIqC9>FUm4BeB>A#U2vAGmd~ zh^J@1Hi(`ib>;#CO-6tyk>gisJ~dRLi;mI1(xuOv%X>c)m3wiieez15lL?6w+i>L9 znPr3`oN}PvVTFJv`PMU@psM+YXMpWCn!ifoC+Yhb2v(>7qQaAF#5e?VGiG;$M{ems zDh}QpVEOY_LVyr6(L!fJ;%Au&GQt5eYR&duY*siKRSV>{4{GxVaG&ky{RxU7WC17q z=e&G}`EG=~LQQqNsdJikJwQAHBz5vq4Fb0ea2UnDr7JV4HX^2TfTPYAY~xH8n{oCL zaqLV(v+>QOla1f{uwo?eQ<6OGLe&@ZQ{Q;wjpIi-fDsdYmWQ3exuclH@E9v*P4Db9 z{B>a=iv;zHtOTCc?8pM&Mh5ZB_L_2Nx4{~tLp#Gnh((LmRa${ec_-h5S&O6VUenu| z=C5`|6gWC$=qyu!yy4%mf1+K7yjmQg!cN1H(MUD$$P3mphnaSdKsR0MHANm}&)j zJ0h#6uv$xpU5#zoorC)po{ev)}*8GWGrm(ZrZFo80&Elfe z`|?vq`}h>aA&Z0kJ+9mn%>op|s$*pgyG@90dSjE(-GX)mJ(psxV0|wJVT74Slk9sr zIFpwpwD;b8)JC(q>FWZ};W=#lOauSkak|knmTa{ar2y4P*6|(F|Gi` zbP#deyP1VYCk*l7vbvqd4aUrPvIphOFW&LJdWBYk1d3 zk!y{jj=tUgRVvNvceOS;bLgp#YCUTDU$JJ$$PNp^Jo0$LLQhlbEq(nS<#kT)$ziyK zRrAT-c_dQ?S@1641CUPa3qVMOk3M^W{+Uyy?=oP01)Yw0qYDmr%xu=QAtt*6hK!tD zR9f0CA&pEzoj`Rdxo<{pG5_LoKo;!E5Y3t|^`A=IkKs-*8NxB_@*V-)AV1cr@%@YB zQ@g;bpk!G?q1YHH4R{wHMy)r22%L`sXPZR8YB|f&(ms@(ydD(+(SfO&=q*HgQ^JHO zDr>;r0AB7e?>AX3k_<+TWfSHIw79M0(ApqdF#B~=C;{-$(mc8Y;Fz%M7_8xd)z7^H zWF0*}g8Po1Kz^dz>imW&=s$~FXvk@|rs#j1P(3%V2bT6aV#z}nD`2OZ*CP~I`p65z zk6d5IA&KA&xg%iMfUW4|88Z6^f|c-K)K7ulXz0$oLyUFYKjPMG=>lw%kmk93NA88o z`|r6`oVM@foK~?j*~5$|(a+#UeZZBdycc0~Mx;Mu03QQ?U2*+a%#+a;ZXlu-&38gL zERZqJMW;Q@jB1RGs^ax`$L`IK_+sV2tn2v~E?);>g5*U_GOSA4*(~A8C?ce@fv?6j zI?w;)YBwK+^ZMlE5~++L5P>6R>R?>+hz*dO#j^*B23RII=(~9cMG@^KTMt5+3AXDn z0xFk2;9C`pkZQI6hL4_(W6oXbxWFr&CL_=e@v(hAvZyfmRN4i0{*(mpeO-E26$yUS zmd3gxLNdtiYrW_O$$kK;fMA5BZ~-s`GX;&TPFh5I=8_-&?<(CFW6HY^9Xj;R zd=9IILw=>@)#%I!3k-Hc$Zn+H6(fvAC`QYS?MF{aYulNx9sZ%=nAQ@reZW#V-Cpeq z<;DjGr>P%`mBmW4%qqfKF39?1uuEaJ0HV!){f*sShF~eq1ZY6G(>ohE=4E6E&q!l~ zW;Hw7JCAgTnAXK|$aeGH-|WRVn*%mbkR_~Pa7m#EJ3rtEphz1vZXm3|M9UwNyr$4Q4*keDmtEQiyG7(NuL5<7W%1R&$e54CulT^MvYMCb^}$N2iIiuQ3R7#M+gX; zfN(HCT=#+7-Mop@KKmSzdXQD;FYv^>JwiWwZ_ckMD1hZg9M~PG{3yDd=6R8Q2mU;m zsP*U@v9Q{w+akSln!~w70mgC8rX-Ex9^$T1XJL~7n!jaMT*}%ly@$}=4q6)pfS2E{ z)cgJ++gS6U%|HFE20CAO>tp=2-Q4l>6S}_ojbOAAJwI)7wzRiIcQyJBe+FB1KYMWn z^taHwdfS=_i7)bF*85ZG7GAZ=7bRul7qMyg_n6eDHv06=>V~*$+jHQ;_1-&jNrpi} zCS$P~Yv5wOsaf=I=1dM_frxrII{UYvGqYU*^?2%GK@G_|Fd{N^1~&&H+afSTTz0}n zz4HoGj5)(N=wA>P^dUHMFuu{Q@f)(DQ6Pi({_|FoSM_Xa=B4D`i@dxSFYzKLS%Q!l znwl&zo&7XM<3C^`a_!%jnk5T|OkKFJUalZfi?u?MUe3&CKU=&B2KMw#p zj7=ceUP|*;i3dBcm?(AV2-<~AqoPkzULjiMVD&@q>;$oh+-bBu31thtBZkpTX!U5E z{BE(xhKRK-Y$P4lFaZ?3Js`kl7pnfg=D?1X1EWUiB}OK4kt>r@0nFNDW@aYMhXvlO zh|rICDG^Ij37;%3;K`DBy`dXd*b!!(4}6c}O8l9vNOxIP7(`3^NQ#O>7QbW&jwZWC z79VgM33xRaZ0_9+&_Ix(Fh@c^`v@1;jq@3@(3_a@ zFM8H)W7;D_m-oON24L#`!+uj>CwxaT>s|~qXZuv3iOg&ktx<+uJYHbx82iquj{Rsv zj`S2oA_7|Oup^iZhXaa4x5Sz0`QA5_jElk~ax6H!_dJj#lS1-|Qv5<-dS^E2LQoU+ zEt9Oy;4zJ<_4kUV^EQOuzDJA`$81`cFfA{UbD{C^PRJ%>mM z(mD<5Bn8YNrn8=NMm+tlWx&WjeX2k5Cn@xXo8u&I()wQAy94ERmM{Qh=~7$^Ib@!& zY15b~HwqGARyW)UGtm3nMZL1B7z~CX$I>331TkycNLFQmn#x)*_+->Bq8oepP^D$T z@KAHXSM=4ml@M@;`yiq-72tl?qI*j-F27|;MfVG7pC#U9JCwQ@6Oew*m0rP(JkvCSi5>=Tg{t)*E@ z=^(TZ7c{NkL5&e`B0zyFTZ@Y~^d8b1x*Xefj`ewWmSP#Zp6B-FYso9QsSA4!oVpNZ zcV@zaN(pIBr-SH-Uc8R&{)`1##PlJpt*QU0nQ-f~9eI;XZ(r5kZEamEis`7TxI<>7 zq9kji)tmbeb=6zO6eoW$>Ii9`2yI!mDbmtanFk;raQadNC5O-QjQt}qgGdPTgBuW? z9mX=PHA4C(To8+US|I0uxg>B>>(u{%E{O0;k^}MyWl+HQ)C)T^9Gz<>NUj`kww}6m z#|uENOcYHKCKJU3Eh{+!auJY_QB+bug&FgTgn*PBK*3X~bqu)) zh+MsZ5CRnmgNPs~WXMhA4m1B}?SZ`3>0G|Q&*xu8I1KOXcfWhD^{i(-Yi&bFGFxV? zb*d$9@oh|y=-)-B;#6z*CBt`$C)uYj=Wi5Gs_NX19RYraxFi-$0f-QqL|Zkg-=%G+ zq#%ZfAX94|5O@vhuQ?|<`xwuPK~Gt>%-{Q8lXWBl?gO{X6?hZ}Mj_m&y5A3KYp8geXeQrw5~46(u}? zrlxQ)#MvP_a2L>!LB2w4xC(zIhz!P$Q&-cOymBd8OR&T^D;DaTKooeBy7#o4Q<7@!c^k{lpoNeDYr0m1Y^TH2Tj=IJb@W;O({CEAkdgEagA z>xr)AmTAr4!%!n~A3gGn7SGJ=CvOJOc_+PRt7fmg2*8@t z_(S?J&WdLy#Ii_jWXUy_zk-Hv=rWvfuC~jQw{9lqSFwT9P{A?qwJ4aA|1Fw3tCF=T zJT{oyWFQ-gnH4;0)CMV_u78Iz&!5&u!vh)p`VLx9*OXWX$CgzL`djqhbvZw)E=w?$ z@?9(kqkbM-<_`(L#&T`4-nhnF7R-jnAWeN88SV1SfPw^^?+pcLw%h@|AB^%1BKLv( zWQp#+rufvM+bE@jhEpV-3cYpIReO|hWBA{qr4z3t%-!(9(!(obS?r#^BwO|GI0bFJx z8;jn}6nF>rT%vLVuxvK#&id7jG)#I_V)dwDdsvB^p2yh|x5(^Wx|R&&!441Peh5^9 zvpqyr6&zRqMFlzQQuDObTv7-Q;%d&=j)YSxK;A%~NM%e$Y6H?pX(i!V`rs&E0;P)9 zZPaO@YLJ4M;5m4Ni9~pU5i>=n69>2npwUp=1L}%?2k(lskgr32(rk@SK+-^FlS<7; zP;o^$Vfabnc@a_#sC0aGj7R-oX!c#r(`^&BZAwDgOi#nM?PJz>hr=zNzT>;+QA3N- zj&LNYLG3`T{tPzP!Lf@H2XRzB)Zy25^fW*Lxb?DM4?GE63$Bgim$aHkLyrwO6+OA- zmvh>QZI|zCAH2pJY!r5iF!iA>23Pal8uXj`q<%g{46a=}^asNSaHsG)Ej9`_M*dY& zz)DV-H}zGNuz+#_(=nhff?L3hAosNW;6y_$ARUcuxQ+Dfnh4pNKlT*ZNHXK1cw50vv3OVM1{*`9Y6m0efv|)z z0XE1ih?fw@@Bj&g)JAj^LbBN=E;A6eKanw@=@yk}g_VFl!}T%5eo*Og;zn$0!}|H^ z(YN}1O584dqI!CrDc~h{TpP>>XhWDd@TEMWMTiiDvqICu4vuQW6cQS;_e4if@A=`%X3Z$htG_oM_luB!EJyW|FgA9noMDC&J%Y)QBq6o=#hzktW>3{F9 z8eniq7KFQ{<`u6cdlMzQ$csjPu z>gnNb9OJ>G@!p#Z2gQNUQUnvAqcr?n;!?hvulg=vv^AERHQGTFnm3yCk!+fEbZoG+ zBD?nJts#En8Y#mCJhCeEl2llk_$~dD#_RiLaP09OhgtK1P+> zwd+yoM=IS(w4SZq2T9>#VxZyS2QBn{1CA<3p&sbC426?O;$kGIO7m1D&@|Pksvg}D|kFDCO?3GlA7Tm8iLZ&#@{y&vQMy@ zj347Q(%6>bQ7B6hj^PU?kq4jt;rrg2tREffBOc+@u*Uify-?L_%~NoEdH#dP6Yt)e zxccNm-mw4Vl`BJ?BSQiT#v~b}M1hijE-(Y(Ecw~WiO&bsDbhiv9_E-M_dGqhayWZxksp|ytTfIE=7FRuck`Oy$OaI_mDEbuM6PQ|uH##-+A!xCGRbUEi(7YSZY_!e4e5 z%;PzMD+RB*MT7Ds+M_rn&XB`2gV3BkH|6T`ALxV1-2>B?*!SMD8zh0Nk4rx1`qjE} zBY!9{7?*}n3m=(P3sK5B6{INXvElFrX}MrWcu@7vXHM#38XimE;xrK0&4wm$wn)@C ztvrc~7#z>T^v7E(lrkg26hU0Rax9)JhLxYAEE*ciE0>nte*CP5R@@*#su>#gDWB@9 zo&I`?L1?Z{qbqFOeowK{s{d;?CA4CZe#V~V;?_eYP^AjDyO zY?$ucU;uRu1WPk)*5SwS%q+NKBG!XwmPXQy)2WS!M457rd=n_dorYicCmNS6L-;pC zAqnRE@L@y1A>q1kW60AW3<*N{gDEF9L$;I%BEHt-0!kT5UgI=Ys!McKz}xY0b`cXC zLrhC)0H^~Sw<02yfRJkMSRWId`^{)c$-H4wGk}qgnlAhI`RGt=!{b;MG8tZklyLkY z9Uc-7h>-fxN`NX9fGm#4+I;Y%j`pCxMPK@A{^o4(nV^^`rX2kiB#6ZDV?PCr-WPxz zD-TI#35E(*v3@5!)Aywp&$fk^NOo__igP5PnrL%0nisKIg6~H`H@FXy)`sd8K&gvX z4arGx=#u>ciQ|nRj>a9AY1edlsJ%E7ZoH?b4GO6r_j8~tufhQhQF(vaFGGGQ`<#6w zg(;Zf>tldk0+h5S&rrmDj#DPDgwBss5mpbOT=3d2mMTHsOJN|*!(={ghY$%~hNco8 zz+N2HHX)+qqOHK}<|Z@Y7i*g?yD`%B4voMDI>#dQk%=3pP;&f2P^=#Xi`rj}mLQzW zQa(a~Bt?%GVuLZG==*Vfp6mG7;7_6(o2J}?1icD(c0{;VX#`|K4pT73clbd;AXI@t z*%M2aL$$0U!ff~{=)yA`Vzwgf8GIFP^gd)sbbbmiag(@SJv)EmM4prSKL&_LMx zw!y$3@(H_p{_U`=!2SiZI-n|fIzZLpFIJ)=MeT^eB9!B7t z4f(swAs-A-@QBFt$UguMsn{@FjVJ4lSx-@}MufR!ZReVJD~Bm@Rt{J%@YioF&XIc; z0}9OJ!POc{t^*(#hDo_F{5!I@?yJZ8-gK@nRrPV~E1moMFRJ>kw6lXS%IND7oL1vi zyujx}nH!N7_0cxK3iBL7@>&ytI}EeVtfEkvhxod;(!c`bzEo;H>in2-`r6yGp=zWv z<=(`&>gO9ulwwnH;!3*kBiYnzb3WZLnDeQODXphN=4;~r_>lPmfm!z~uPt74-Z=cW zS9tFA+N0)}392A+h{(S^kN1<+>QUS>T`u=T0oF3Mq%g6(c#*OV(dT}Y=ul~@9AI~dG!k?6@FyNsNSmoSC!On0A#`s$7 z7C}6IP`e&}H#j!ssl7ZsVan9vq)$9dQ&>PYuo+v9iFGqR6 ztvZ*})Z1%holup+fyJS&0W-$1O5?b&csz|eYm%&M;xXX+Jg5Am02+0~1NFQx37p&J zbmfyO_8ul>NrRB<2nbNMcP!7@1uFE1l7$-u%%N{*uKYv*E>CVf6;BoDDe8?ISPgT_ zs(lR&;om(D;yxg{MZy3Q7FGMj#bFXmVYWwnTwKa5M7!+ z2V-n$b`;4Eq?7!Wv>=*<>;UqlrAv<=xISj2*#|R)N{B;|pMu>UX_mDyj+H>Rq6YA^ z6+%)S?MsyJ$3TGX4G}UUW)Z3jmDWDIyfqG<+sY3D0;rdc>qMGr^M!9F@~Mna^?h6x zLI3d}#*aSrXF8^(Jn1sXbRguxSdIw!sErgZ`|eBJ$x55a+f7#DhiB?zXPiNeAp7<* z6)GaieJyh8XRo1%an{&n9R4N2;c*=dM;nrbUxtj>ci=z(#kZ$ldyn^C=?CvUT=d=* ze5_EL?*|kP+DN!`tO!wDcJ7x>`1^Ko|j+Offxt}e$+5rs%|g==Z!{+2G~ zlZ!GlJ5CB(`kpg9{>`^2T+!uI=>A^mNS?g_e8PbPfZNOq@#t^3&=jB(ExwA1U)`#u zORMA6KiE9za@Wba{Z-yLy=n;^VTI!tattElY-8;1;XLtyrrdPYAvNW$#8K$~XJ^Q^ zcK(Kr;pdFozMHoCWG9`^Rn+}`(QYb}{BOz^Uv=_0N-odKnviQt~zn3Wf-hg|s*PoXuPH62#POYFdHbC`rMf`x+L6y5Y;0ZXx&@yGG@)N2H zJ>F2%zJUW2K|M6q&~VOh0r#mPiuZsqx1{S0WYSqC8xqb0GY1#QvqeObYGo~tpWWyp zkQR=%Z=D4LC?y%wEbF0rDE*{NzK3}PaDu#iMdMd*O$Y$``$hRfNibcq#hUCa43wn7 zoCo`~aFn9%RyOil!(gVgdWe@l>}+`_)BO^RtNn!B2cM>D>qDnEkiLVMWXnQ z=W+}ZC6XS+@wSJ-6(RJZY@U#XN(i5lVCXwMD7Q~(G|JAukVM;HRpU!~bhE6-RghYZ z2(!`E%*ugnPE8yeM(T9>U}T~qvzPBc4g8NK^=Nj5fYLA&K@2!wNSZQX=gSIjvfP~X z6f$>SoJJNjj8~Ij#9iEiRX9GU!BMOeza^j1m!WyeBLAK;_-GC)e9(?eEpO$tV||kH zbz*IAhap-Wy=RZG@zJ*RPCt;VNGfqVtAgqmCN>U>@z^<))Qg7>&_l)~OKrv`U5bK_;qX&DN=X3lFG52M#~^_ur;4bmHeS@v z$Cs6~8{)*>%+f}^^B)g#-Y5VY*@(ur){j zj^M(K5pe*g5rY>kv>*TXqJ7lN2ij2kRv~2CETO`rkB}P?I|x!$h#o{kR*r=EAj8EW zp21w9L}SWin7Hcr>4RKLNI$d;VGfxq1R?6N>516`S*?0~8J{YEA0CgrCxsGD9KPjD zZ+2^Dou#@*@V}<^Q^28e{m~v}-~49kG@b*t2dx=sfq2dP1XH{ri%6QZScGqW;O2CQ zR9wq}w$(I)`+|IGvNmEJ5~P!JvP915t94LvQuV-E>ZnUW0^kq_2cWVNQc+4zYQSnk zISxLW+*54uMsXB0+DPn>PK&n^hMEFG;YeVDXPf|&nYzq4_?jLD0AD#$N^?j&sD%>U zEkX;rC_L@*>LC<2qHqWrW3u}g1R@vhpifkP1k2#yIOV7CLp*!KcYpT=+M6i%hj0#r z8O1wDbD>wJ4q*c2Ae0xfzhQVP!nG(*IDmf;p}?_z|HayFXzP=_aFS0C{*=g3CaguHzUblC6L5AdmN;tj9vuJ1T38eg>O(3 zR1wsZ1%z>3_@I)6E|5q8V<9}l9aFpdNs3Q(X!Ud@LQNxWLDHvj3K9Z?ErG23A%fr$qX+Xo`b8Kf0uq3k^&l|ohs zrmuDg;JHLKx7M4C5p1xtNA^Mxsy|I29`=Kok^lsE_T@Rs@l=3{{Jp7es53MC#MiNE zs!-FjnAmtk9z3jf zX)lM4fP)@PNToztEkgCs0gmKDg*+5Vo`H;$2$q&Wq!O&73UKQG(5w+>3KVHZIG>G_ zVjK(?qIG%%tY;`%Fpb3IL85dV@D;Z5o9PEvg~qV{Lu&1vfa}z|&6YKyhlW3o1Rj`M2^?>b4{LQRud9v^9Xd%^eXE-s(Zt1o;Y zR#srhG1yOnXmIV69i?I-Em4_`!<6j@1C;DN!nS}gFOy)0;S3H)>k0ZeV>?FA=cW^I zz~kNwmYT}KA!+r$333>A>%Dk912w6H>FkOl~1Gd##LBvp`m&e(Cd-(bdl=f_I58Wx-_x?q}~TMAqL+X*#wR8hyRff zmlE}VXG$5R4@(C4t$>db|8a31;Rne1k_*4zD46Gr0nN2aKjs&c&N+!G)fu7|5SV zfqkL<7YUIqXAV-Kjdr#!FE`SFufEzFC!X~dsteMQ5o1~-u;wu9Ak`F*O9&m3 zqkwYLEaYB_79j)!5o&`jR?&cRmw@UF{&Ua}iXyPKURr+nxF-&#Mv6`yvyQ_?ohhW_ zSD@IxdKPy~oH{UdFa&b7tkN76K-ynX0-uq;B$b-3y?M}YqUDfy&LH^#DRBYPK!T8E zBdKX(QyeTBEE#Tp`#}Wuz*VS=oMKsKsBPDtFGzP#EuF0*LN zHK7~qC&Rc5*5aN44x!luJ3g75)d464o-)-yZ$ur;AecRw&zJ`=4hIh4X~ROVjfP@Q zod(`2Jg$v9!WigUj0s|sj%Nn{N5vBOC!!7ye*5|vXPzwi5k;$e=|qY17j~mhc=jgG z(3$IIT3uVd(YWrP^0&{b*e8O`-;}tN4;53vrQgJhU}Oj1u6S_Nbz>rx00@yxW@lrW zuA8X?K%|_jM9}^6ZSf+Rd*R7~e zbTRm&Sa~*LW^Y@-I1Lz5I2}jG${CeOL<4l52?frG!$ARP;f-Kc`JhIjh~g0X!;t-D zn5gE2*{C=RAGH?wRgtC;_+C?J1pD~!M#Ey|mfrrgEL1Q4r~`R3SBq;S1`n2gUrI?J z+Ga)C+aW|@A*uvnQPCKzb{I5b)L1k&dY>vvkGSWe;QzUOYt$<~aKJ)W-7pM6A|-_g ztBmGBj82tzJ8lp(MeD#DH&fqs;!dKA3p zk#EO*3-Ao_(rBa#iKbOVzQC)~miU7#?ki{dWk}?OB^iu|y z!=8>Jt472yskaFItsDtYf$CNjyqR1Gf@%s6rVy(PX$#rSl?aLfvzIC%9!A`tt_A** zPJ)0s81Pqzl8P|X;0;&|i)*o9mmzW*Gd==SLj-D(DUqIQ-+Q>{bS2tnKUX9U`Q;*@ zK*EN2M)mWdn1{{=`jt3pnPTr53Qdlp(>sU2WKL0_Vyz01#NbgTgohnN`}@yvS`v>I zJ4X>C;?GbjpKL}c6XIt+v^xmYfFq6)J7*L`8!yQKnFxPaC~6gf@aU@MVPxESKpyav z6;`ZA#Xzkh>jy!NC*olRA=*aDNRMSyz!eH82ZCln(WS6UIF$qv?*pp2NvgTKbc;5E zU4;C9I;0*{S1yDFdYR;d{wN|H7uaqhKuK!o z;IW<y}sWx%8#S;vpc@va3 z8BogpPYo7DLWrmsS4F`nHjE^I_9K#lqragzie3OVNF2?`FNH|En;OhQ(}xlxDv`n7 z#9o`yGOIs3L$xv=p>7a-9HL$p-qF6odMDGV5Dz$#(1G$2FJ@@||7)qh^XVYu4Pe+4 zoE(*b!;TSwMyQu^yl^b&tWSb{M8%`2Aale%OfFHS2$V^{prP_z3EKGkL12K48ciC@ z_Wv7H9LrsoQB-zyQ#d5t0A$_bfc|qDRnL!6N7kKcGV7yzJ@b^v8v|p}TCPE+Aay(?KyT1H>I5G zlyZL`67y&|Hs=4itYX&^U` zqQvzF}p#cU50b&@yR|w^8#)L^P9V;9ig1|b+}T0O)sA5juqH)wdA zIwsP2@5*uo#Z11Pvcsf3262u`XVxa>+cAVXh~$Z;WF(Q)VYV< zI}GB#88sq5pvWX^u*5H8CI1vpp+5-R%u^`UZ=fu2myn;S3Zh-p&(5EVdhkDhQ-GaN zQ^A@)2d2g?qb$HO7&KV@$=e~|VR%2T-Sh^bN#ZG zZwwFWtehHx5*2V4u1mE;)*_S~`=-1S-ZMCFUdt>LhIbIt1_(`J%Il=}*^JJP{O{L6 zVFVl8yC%U(q1(limvZO~DfdRiNlX@)cpX_EOYmZ{R6c;{<1*RjhNI4?CLM09r)51UF;D8>=7^VZb zaneSNg-&|4Wy69htOP?S85rWH8kD!NyV_JwL)>PWKhblRUE>3MVCJjmM%1w! zAj{zv^obnNNun(reQ~4?0wAoc-*XwPxD!+%4~USG1B8u88%l~E_yzbUN|nNAVCI6T z&3MvSrX59!i?YD{_$`#?1ld18wb3o7m=k$F>J?NQj{!)!WbnzngF}U@KYY~S?6&=( zdPni@hO%J{>FI?)T7%e<6ix*&gJa2TV{o=3o`G_(GX9vVX9G`m%M_LZnEVl+2HK2* zD_X@HA41*J>C`q(gvjQMrQ>NM%!+moEG?%@Q4{SCea7Jr*g~rD)oJgDTOR|VKN*vM%ODb&PM8htgeVcf z1#L#Y;(F`Ul_*U?EG7acgJXLJz#0;T$a;tz`1+mO1r67L^9_8ro z%|56-2ck7v`-(C{00H_tq>E(KVK)G9Ac36B6G8#Q%IeHV3E`l*Xjh1)O*zDSV<{k8 z%eqKVY)V`pnek0XK!e|8MSqE8hZ#g- z#IFt)p*la7Mtwet`~#~8HWg7FJ`YcW87acjWKfYgg@IOFj!FcNQ2I!O&JK89EuT^B z8gwKJI#h6bwj=QD$n^ikB*KO^_Y--W4=SO)4ygp{Yf1fP<=f7WfgJ+dAde%zjn$N= z^O<;m#ReF`bu&pXiDAjqP*=ftEjnLs==bZSX5X)acBl9NVo5H{d=v^J(25bw8;!)z zn;}COzh%0Hu&g}zf5uoL8Htcb0p6(nvIydQMh<7qa}YSqJtnz5I_r> zw_U40q+JIqz;qlOHUhRgqL`B^xm%-ogHW=96O+f{K5ox5g{9-r0D>LiM}Z6)KIUIW z6qW64ScJI8dn^?UNVbF8gViaUU?@3&A~8)gnwNgR&ZgEJVQcI@X?gysQ?Uf@Bp`IL zcPVC+8rhNLm-uU@!r*dU(VdZ9H#C6wbEooJ-}o&^6|>eitmB{*C3~1(sLhAJ>*DBP zf?GytTo%njXo=zzRPCp{J&M~A&eRytV31a@Xd_Yx2wq^Jm9V%JH%vxg5OIn9vJmhF zDL@ru%souXZFK25vLG5GCX$fSo-B7M#bshsq6kxK=H}$UcEQn{Sd|rK6$4O5W(Ajo znL*TQ7Oa9$5Fsy&8(BF;fJ)0$q+=!cL=`=o%M-%r3E+VMk-J=0bQ*gm2O6kQagl2V zV~;=)3!aFrRV0i?R3aRSQ^b!#MuzVGSke@+;7#PHpQb(?##dKK9vpYAUM~^_Od0vs zu#3xe!8ehz3?c{Gb%e|X9zq+B((;v!tE+B7nxoB9p};FrieIV zfg`82c`Cr2P?sWqvK^tI%8mo%LGthg>%R3XgzB_5385j$OM-2fKL`!i&OQjfO2a-K z1-KA?(g_5nobZ<)=3JK! z;c6&Flekvj-NQTUXAWsrwJDW1qs|Iu4Sa>it)ZcL^FVh`*^ad$-v>Cx3d%$PU{ya) zz0fTeC1R>esA|G?p@!BddkCs^Lx5?V_~dZpj<63vb~nC$tlfD9;`i-u>@#pFWar4t z8FnqOH#cxrXuhY{Vb6uztCjxBEBaq}Yr^m>gTf?03EFT4y-iykf)x({ft-;Mq|TQ- zh=;+Nef%Pgh#o({pe@w?!&J9p6r2wdc%+JvoIHzUF0N0n6eN5;g^m;fq)*%kv9*9WfRYU`yk#8WN0uU*)cU{(QK|?#B4&tqVw}9r*aVZ zi_9N_VZvl}8zBmL_oz93o(;?DJsG=zc`EuQ3wrE7w3W6>=*T{);~@^T%EIx!T-yJp z+Q{q5GwD;9N`_bn*hsFo5(^EY*)>}8jbBnxvRLVozWl5Ck)a4wuq3!>9*L_^k7OSn zbkTMSj}^uE?-%HpHh<>C$1FpNjVKlxV@8K_$P~iXQEZC;!BjEw4#_@68w~16s2!vO zdr2}8S{f8XKVy0k=i(8KgFPbqv{ot9bcRAD%=mZKRRVi%92U9eCvOnB9$}6K>fA3A zglDa;;W?mL(!60zc71g@B0`e9kur{;(P-X_dJ>!YyK zI}*Q&{AQT;^fOO0&E;u#mQu=0 zLn~z5)^M0i5eY0%%?p!k=M(}7X*P^x3oQoXGc1&FlmP|0msBo zt#}ueQRuzQ&E_qO@7Gb07l7y-s8@u#Lfzu);#6~ds4GABzMYf6X(IxxTbT&7fP3WH z5m2Fsbnu^5jePW*`k&p}+;%jk^JslrHyyoF*-&w}0mU^}pD(tF?fcUcxDG7vDPHhE z{2DdO0(%d9y9CQ2MH{A^+x#GN74WL1wAXze#)?W|`U@UcpSzO)Derl4R&Nah;QivN zc(ew#e5=jeu5o2f8$(tqg+UPmyV4q^Gb+NxH2{;?WjA{imJJtyZS?JzuJB?*{NzLb zi-Wv|+G^NNsD1y6k(vT_slcj_SLELUg=QRM-L20Kl1 zmB>(B3A|)0hy{2r+au;82^u?K!@nlMx@05+Ogx0Am|ffo7wsUxnN-C5(pd7(Y;mbw zxElI@l#5iA;o;V{zP+s>u{7f*>P17Mdhctvr?sFQp)S7MJ+lv`31haVwdCOYQ~7kL zlBL%{%S$ae8u-~Ry;K~_MCA+n2FDhlMHWb*-Zr}gD~tL>FHO>?kd#_gI30fPqvs0mw&rSweeVuu5P~jn z91vL}RA$8+B+<<@TgvCos;K<98&aZWZW1)Qo66$l_ffRM`Qa~bSqRI@9n&cwp@^Pp zK49&rv;^>uybP&(n1lq7TiSa#0qdS=W=!!iFgU0_`_`{8d;;~zl#OyO2^#6(=|!%cSSJ-zZjg-*?MygGa%993Pe0 ziQg+joyetE9l=#QXeh;>fGL?Lu$)akWU;eD@dOI8)3=3@Qhjr9<5yY5bS0Zdu&l`Y&ZlZIcdpIqKL)#n|Lm>pYqIadsk^b4m#Y6a~73~ z9=?V8796;^rkQ(1p-b8)H~nue=OYh+%j^@$R7D6ZnL7dQXmti)g_UHCqDI8H>$P2= z5`f?K!A#4yQO1?h8AP)sk$9R+Dn-&*gfNT{0CQwIA`g4PH^Ta%wvgz*g?Oi|j|dcG zFky}3x)$JNd_DvT&jZsMs&iQ02^cBbaF89ugf1Qx1fvCbA~r#W2Hp~Wif9R_Ee{e^8w4Zhz6m%2 z;gTcnDKa~$0Xk(!%(E0F84#gphp?MyYO0dia{XT#o zj0NpOX>SB{W!RHUy64auGnGMAh={Rw@fBtadOiwqyQnrz5%H3ZfOP=eB-cWiR)IzF zJ1tQ-Aq6{FB-?^FQ;;jN9ZmLY9Erq;rXz_jf>5Y7NO~tb1(UWA77*hc0{cex5l9r) zR6I>3V%$Mkw&Oa;7gU16yu%tAZU*(>G#B{5=B=pK%wwoz2+8}{azmT=^)Hd(RQm!u z&amkC${CdZ#LILn$sGN;8sx6QTMdrK@(A`Kkpq!Q^KwuWz zrG~00daxu`hl7Mfmu?sCXPgE^djwC>E&*QB0|Ajf`9LbKq9|yn3)Vp!LV_))ki0#S(PT036pxY9siQfSF)?u%5AA80n)B2hwsz;*UWh7|bc=F}eDetp+j zYFP2az4MSl=;?1xYXoW?1$!W#4X=PW0yGa676dS)lvWTOl*q=}pv=*sf&_nBgwWhd zdv8##kGu(sK4=9mbHftD?}J65E8!o|GFi0;f$-VYus895krcv%j}VW+QX!2GvM(UJ zDp3{+u|6(|FoG_OU9g$bZ{W1SudpfAKk_fuU{?oi99)3HL76EjdDvFM;a3EHK-d8{ z9mF=`y|nzgpkrv&rb@}RM55HCe86h|PQh02bY%K*c}joRl~imviyJ__Q-pZGIi3Z~ z4H$}R%DLAW)|~RKObjn;Rcr_;eZO1S3jvMoSY|+#saAjr;*p zfC9YZJj%Jk^3sU_S_i0pyfFQH?McUC6zUJq>HVUL?!MCQx(2`h(j+BoQaF{S@m^ ziYjg7M5{T&8p|$CEwBwGoj|N{9MB0-&6P^oq zi*+gAz-CQB=!s;|bfg`jsC4u@GtM-5Z~aIX7}wR20PezEgvcjyYKRz3h~m2R$!`pG z5ddI@A@43B)t@2Uu@yxGHV7*4U^_kIG~gOP#FfejQ#V*bhKmY3PI z>Br|eDZ2K7;DZ*8ht^KqX-s+70yxJ&XIKd?LOhK*SRzMqYVBy9feWJTKj4U`v@BIb z4(f*bC&>frBS0==u`?Ljf}vBo2)_-u7cM6Dry1^$J&2iOlFZMrU0%<32edwy8yrZ_DRq%3o42wf-yI)Zhe zivO0-;~`TnMm`q{_y^RQR|q&*OCD1Y7V07(eAc zu*tAWBjjO(V96Kb15zW0VSp6PiI1CO8N%Ut0X=$;EK8e?4VeQO zhpbcqZ**iDWgLs_)#V@bqn_o}|CCQBKtusmo893bJOy7F|a-$H?G!-7ZZ2pcOD)O5GtLllgvUy8@=~Ny!Sm?pjZxI zz~NA{fs6+tNikR%%2M|k|8VHO}@03tvh(9ArbOj z&*h$At9C{FXSl!CXr*LkjJMkZ3i4<#DQiOtELr;wPEyz8Js-bJ{_ zE`ZeX{U0aOkB^JX7JSeZ^^O7-p)s^6tZUJ}=YByP?l9i>{t92G6q}4|i_@;*>|v^H zXU;3q?+0=CAGBP$I&>3z55CB?H8iY^MtmuMV~x*mA0n`B2eBHZ>|5vQTW5&|m3N<5 zRDLne{Do0encP5=mjmPW#Eq+or>}IBdlqivcMRt-?AnhzCx*89WZK4fqlLt|*194O z0(jJ+#nP<$?NbZ4f9CS_h^Jxh0QXU~F6d$zo8l;(JScGhP|Fy)STOw7<af^MHSoW{}{&6LmgQ2vVZ9nSzKXh*emJm+D z#`;-&a^d!uU-?XKoFuMw@vU9CX7|s9g@xsyTB3}7Cj6ye<@xrNihVphT0gdZ@Ui5j z<@)j~o$hV>@sw*8@?8o~dQ&H$mv83fS7g?GKTX0P*}X}&dm0i^pWbBSHt{dr+c-U& z&XlO0w;MYa#k4L;zOy5L&M-qPUpK~i-M|JdD6n|>eqMe>wwQXy(7EJs2??#2V|p&z z;IOKHnIap}>$!(M<=m16*Ce~9HrtrQ9JvmysjhcTp1f<<_OV@dA8WPdx@J#!L+PIM zQnzRxIJv*kn^h-S z<<$AD)T$=4XyGw&>jH7>kB5z){QB#!U)ptj8F=iNgqfz>#gUtOs1=-*TNaweEjDg& zU6assPf2+ZXmBZOTC-SHMmEWj4 zPbak#)pRyuD?QU=e`#zzPPJDC{yFR;Jse%?RyDD*WnxtO#dBr8>6pfn3C+~lZq1(C z#iC4fwX<~#kQ-l{gJTslHdl5mxU=n=M%opPJKJweeCf_#x{}-n9b#>3=G!`YczBFI z#3=dre?5VV_rf>aSL^#x&F7Y-&zO#X`LG0U%A?VB@Z4RjG%|~-*hamDF}**;q&^yb?-jgyTCi!axeRHKYmj8KPJ(Pw|8{B>~}QVzFkrA2g9)F&X9j!)ICeD zhdK|s7}dP)Q(5`adyRhkAn-CwrMUZ?ctYo?%C1vbd3MaAkTEpw3Nc}Sge$p zwY#SwS^i{=d|vb7%+|%3k7s5+{&vL@##JKQ=voDj=n0SL`+%i?nhgGq~t22gHc3!Kef@q*e@RCZ^H-2XRR8 zxiwMr;sQNp2@rL9|Suq}87Fj_&yWStZ#%#WPdA5u)^C~)YWKD8eR$!kr5JL*IjwyZlg9CT}@-?yWuK);g-Aq}1ri?xdCZ=gnZ*P&jx2f-L zQ^mGxs{h`Vc9^t%Xwo)V+&mb3vE5DQSHqH5FAsX;LuA&hha51;TY7{{;-(qhQ|VP} zKY;&d+dj&^^oYI!z0m7xyk2}?vzokFEfMXWQ)*vMmZ6uOqPLw*J7vwNw_T_Ee2e07 zd#{X3tAweVnRa!iQ7tIfm)}UAm?rg4A0LV~cj;1GNJ(bxLw%3v2}S|Onasy&kmb zQ`_BUDQ=^M)pxU~_vR6=Q>EUg{^EFx_8M1~m)FFv3e{uJbYM_VI}85)sn1O6;NM60 zXYXS(3vc|iAK-lXe$}U-^{~UQmyhLlXV}G*_IjqGW$9haT_3H>eNTU-ZO*U_rQ6q6 zcGS0p%h!!;`B}g3XZ;p+{gxZz-W#c@snmDyhVu)32j|OuG&?Tc=zCx%d$2gYc=7hk z7cR&X_Fr&~xVxAv(i6;}rAb4vaYIu1R*ggds9&U4-{YHZt471+km9zD>2lw(Z5vzD z1kdDEYBGCw_a++dGdJ>dIBv4khNdR@Z%D-v?&F^Rgf&PMNT@*~28yLtgTZQSy>#yo zzSJCB+?d*w@dx8Ic5ha8--f);-rU1`b9*wHdhYINO0QWs{OK^C8BDL*oMG>l?!-B; zeY?{&pS`IOKv&OZ`P?r*)RhfRec`3E&*ci?y{j{Cp}ARWt-Gw&t|!s12PSbxR=|S0 zUa;#PWw46A#TE-H`aAK3l5<&5@#!dew01SxofQ~&e{Ir@{dC5+W`XZ>K}qIAT>RNI zB!GgS+_+NSS1BiB5%c)Xn8&Y2wY<)Ki_W)ed>@A(@A)*(i4S<#9~SYd5Eju0I^B1)7A!F7yrO38Q9BGR1e=Gf z@&4h%7Y8=*dn}w{zt_}$4d)BEw~Td<``awZi<34m(Hy1N*hKgA=D7Ffgc-OP1MSHO zi`&)hw5_8k;g3G-=^&emcUCmX8k_L!Gn!oX=D4KYUzKs6{7?S}50;Q4BCPeot*I$?W(4{lwJ(-hk zw6p|@d#S}MvylJM#WJdfW>is><16nF%RP+iJnmM{zFQq){4fN`@_)CLUuP3dRxj2u z>PulN#Lbk9)o)v?-$v_;Rxf7QuEM+S6obf{Fv)*B`Qi}z?U+Ov&G1h@{Zxeh&KW

x$mNpt-SkDS;FDNhuPgVA2#V_q5_~8g8i3U z3l~#F)j|f~59jZ5`8ou?A-2_1ZL4W*N6Ma@%S5N^#{cBLCN`$jMeb=#aY?Z;u6e!a zZ!x8RIHB!-`V8Lha-aGt{-P`DK7}*@l;^U!vY5T;%9I-r6|-^ce?%6fpQi@ctEJ*khj7X5i`Z&#?eYrp1`(|@r`<8irh z%|hS1bv}0uB3nKuI7Q%fQs1vD1PphRfDbr^yw#dWBbDC!Yh?Ec{>H33?=Ek5H}QU~ zBlpqya;;?Wl3(AUInq*j)lgrRb?<7z_GdSZ{hkKf>HFx0@1rLVi?i?|BZkiX&)HB%5p0YQdUbVeT@=KZ`7$-m8WJ;Q%Z zAp%pTzep_WooB&HV&5G}|0^n@aKh)ebH2Y>r{A*nK^!)F*9%;2o0LlbTr*&*+fU!G;APTpo$$Gh9UrLvt2&813m zO}@XZ@EOe+^*vl8j_UA^3f=vk;ty?LoW9iiE?8W#-e*KPc2VSbs%>|=jh?)*Np`Hq zr?75sA^9R1;J5VL-XG4T5yL}zob6@!QC%;2Faqa3Kj5eM(H@fOydL@|zu3YN3EK%; zCLMNl@ZiBjmOb83*|woKu*EI2-L1aON?nbd$zZho7q=6F;9_m`GQoWOrY5UW)3dq6 zu>g^{rSzX?rvHr2=WBe(zA&oc3WyOr`*ykl;pslVs7^okj$Q7_HhL^*X*I?&DOu)NTV=3d2fC)pg`JZ4HS%b zQ%FQhfZlVL9s#>B-0_umim`o~I((bhFXKHdCZCP-V92Cp_1$g5#2prQ9?onYnz=3f zEJhXRi}$-n7DvguqQvy8+5Y1I%+9LyW~uGXeOHs;OHFg#`%2uSOY2K_N0;sn?C?^n z0%%>}E33o4>1qx1x(?ieKbo1aF;Cu$d4jbPnzbdlVprpx6he4a@s_*K zSa!qit*Szd1l`#k^3L1Ju)1baq%~D-TcuA&A9yn~Vi#zD{ z!ty-2X|2;hb{BQ*EdtM*jx@!(O?+Zm8R1@PC+?#L{EttH$kbGmZErThkzsaiRaFev zNoeEyVxv#e>j9%uPXLvnpvv0XT8h7MY=zvYs0i?*K7#^n{obqk&6DnT*T+=ezTHhB zHuYA9$&~Y1weGkAte<_OrmfyqhU|vEZQ5%#XpS&$mXRY3cOSa4)!9}PbML>oSYmQ3f~hxW|!aIDb+C3h7s&Ronk5m`jX%3I+3MUiR5!uug8Mx<8&DM;r zS_IVl>Yh*#!3V=86f)u6$QLYL05_dvrxJYB4-AJMU%hE*C;VK-#^z7DF z1Cv$*+H3_wo9Wu*hAzd$wZQy0j=bU=5fO3z*5(u&y|F_ZJ?~vTh-8DUgcc?s-9oKA zbbFfZH%@qbOQVamI+r$Z_{u4SKg4z#6BUP$zY|z!2DzE(Z&J?6zxIln@3!bRWDIVT zqLWA4cT#)oVV;_A^M1Ez;=B<^+YTXCwLA9kl3`xW`zP7B`GD?kM{Kc{@tud4JaRA! z4D~4sebDt?qKs&c^p3l1(c_ueHGd9bSGBTPwF8X+S5v5K+~Hx;;kRaQb(n#RWQ9rh zPhoiiBV;1F?iBUinP%MLhlCN2jF5|N=*|r{6jNh@U%D|AEaU>1nzZYoz7IoXNGqsz z>?y-XXEecyihJOvEiP4(QA>k6QZJ$ivXuekPQR$v=op)hyWm(;@zwp(J!M-7onQlQ zfXWsu@i!noU=bT`n@+hO}P#Cu9AyH8SpLQ1Wf@wogBOLNY%0NSm=nI zGgto?O5z@Yv(UUUw0)}G%v$Mi*Hc14f_sq*fn zxu#i`aoK!q=`{BeUua z8gOD2j5@)DtUmVmv8vF0xXol7gnD&cRV1zg$%^8M3UXeqj*d0pz+@C;krxtU_FCfgd*W&B zdwP0K0!U~+X^YXyM#2x1Pceo?x?54<0|aqxXxq~b+jd;Pi~WJ;AnIJLCsu9GBgaWS zv`1)V?M|1G02+z2f81$uB%v{e-G@m#xBArX!>Eg+5c}9`RRoCc(xY=w+k-r0dn^Ej z*sB2ui7r{=JE`r1No^G8*|d|pCuD&TOWxl9?!$cqR|&eYjKVfAuTIMQB$m(?B|=3e zlhGQaV`DrfmoqqC)7;!#g#)FwY~8vQX9ZoG(@S(F(p1DYw}4Ol)4#`j3co$gq$_Vj zX*z97kzq}|!+2sv6H6%0{;FwDRy(2La$h3tC!6SRp zYge4(4V+8&+>cv1vU-g;xDqj?@#EmY?-QSyF3XB0dQ?O)0Bv6W&176W1StIq2fL%s pi8`LX-rxL(fGN}=&%7>H+Q!>;Pj_sm9fyBbnyy}UVX6IR{~!H38D; Vec { - let mut ret: Vec = Vec::with_capacity(npoints); - unsafe { ret.set_len(npoints) }; - - let mut rnd: Vec = Vec::with_capacity(32 * npoints); - unsafe { rnd.set_len(32 * npoints) }; - ChaCha20Rng::from_entropy().fill_bytes(&mut rnd); - - let n_workers = rayon::current_num_threads(); - let work = AtomicUsize::new(0); - rayon::scope(|s| { - for _ in 0..n_workers { - s.spawn(|_| { - let hash = pallas::Point::hash_to_curve("foobar"); - - let mut stride = 1024; - let mut tmp: Vec = Vec::with_capacity(stride); - unsafe { tmp.set_len(stride) }; - - loop { - let work = work.fetch_add(stride, Ordering::Relaxed); - if work >= npoints { - break; - } - if work + stride > npoints { - stride = npoints - work; - unsafe { tmp.set_len(stride) }; - } - for i in 0..stride { - let off = (work + i) * 32; - tmp[i] = hash(&rnd[off..off + 32]); - } - #[allow(mutable_transmutes)] - pallas::Point::batch_normalize(&tmp, unsafe { - transmute::<&[pallas::Affine], &mut [pallas::Affine]>( - &ret[work..work + stride], - ) - }); - } - }) - } - }); - - ret - } - - fn as_mut(x: &T) -> &mut T { - unsafe { &mut *UnsafeCell::raw_get(x as *const _ as *const _) } - } - - pub fn gen_scalars(npoints: usize) -> Vec { - let mut ret: Vec = Vec::with_capacity(npoints); - unsafe { ret.set_len(npoints) }; - - let n_workers = rayon::current_num_threads(); - let work = AtomicUsize::new(0); - - rayon::scope(|s| { - for _ in 0..n_workers { - s.spawn(|_| { - let mut rng = ChaCha20Rng::from_entropy(); - loop { - let work = work.fetch_add(1, Ordering::Relaxed); - if work >= npoints { - break; - } - *as_mut(&ret[work]) = pallas::Scalar::random(&mut rng); - } - }) - } - }); - - ret - } - - pub fn naive_multiscalar_mul( - points: &[pallas::Affine], - scalars: &[pallas::Scalar], - ) -> pallas::Affine { - let n_workers = rayon::current_num_threads(); - - let mut rets: Vec = Vec::with_capacity(n_workers); - unsafe { rets.set_len(n_workers) }; - - let npoints = points.len(); - let work = AtomicUsize::new(0); - let tid = AtomicUsize::new(0); - rayon::scope(|s| { - for _ in 0..n_workers { - s.spawn(|_| { - let mut ret = pallas::Point::default(); - - loop { - let work = work.fetch_add(1, Ordering::Relaxed); - if work >= npoints { - break; - } - ret += points[work] * scalars[work]; - } - - *as_mut(&rets[tid.fetch_add(1, Ordering::Relaxed)]) = ret; - }) - } - }); - - let mut ret = pallas::Point::default(); - for i in 0..n_workers { - ret += rets[i]; - } - - ret.to_affine() - } - - #[test] - fn it_works() { - #[cfg(not(debug_assertions))] - const NPOINTS: usize = 128 * 1024; - #[cfg(debug_assertions)] - const NPOINTS: usize = 8 * 1024; - - let points = gen_points(NPOINTS); - let scalars = gen_scalars(NPOINTS); - - let naive = naive_multiscalar_mul(&points, &scalars); - println!("{:?}", naive); - - let ret = pasta_msm::pallas(&points, &scalars).to_affine(); - println!("{:?}", ret); - - assert_eq!(ret, naive); - } -} diff --git a/src/utils.rs b/src/utils.rs index 3116738..c016c28 100644 --- a/src/utils.rs +++ b/src/utils.rs @@ -4,12 +4,12 @@ //! Specifically, we implement sparse matrix / dense vector multiplication //! to compute the `A z`, `B z`, and `C z` in Nova. -use std::{sync::atomic::{AtomicUsize, Ordering}, mem::transmute, cell::UnsafeCell}; +use std::{sync::{atomic::{AtomicUsize, Ordering}, Arc, Mutex}, mem::transmute}; use abomonation_derive::Abomonation; use abomonation::Abomonation; use pasta_curves::{group::{ff::{PrimeField, Field}, Curve}, arithmetic::{CurveAffine, CurveExt}, pallas}; -use rand::{SeedableRng, RngCore}; +use rand::{SeedableRng, RngCore, Rng, seq::SliceRandom}; use rand_chacha::ChaCha20Rng; use rayon::prelude::*; @@ -191,11 +191,9 @@ pub struct CommitmentKey } pub fn gen_points(npoints: usize) -> Vec { - let mut ret: Vec = Vec::with_capacity(npoints); - unsafe { ret.set_len(npoints) }; + let ret = vec![pallas::Affine::default(); npoints]; - let mut rnd: Vec = Vec::with_capacity(32 * npoints); - unsafe { rnd.set_len(32 * npoints) }; + let mut rnd = vec![0u8; 32 * npoints]; ChaCha20Rng::from_entropy().fill_bytes(&mut rnd); let n_workers = rayon::current_num_threads(); @@ -203,64 +201,139 @@ pub fn gen_points(npoints: usize) -> Vec { rayon::scope(|s| { for _ in 0..n_workers { s.spawn(|_| { - let hash = pallas::Point::hash_to_curve("foobar"); + let hash = pallas::Point::hash_to_curve("foobar"); - let mut stride = 1024; - let mut tmp: Vec = Vec::with_capacity(stride); - unsafe { tmp.set_len(stride) }; + let mut stride = 1024; + let mut tmp = vec![pallas::Point::default(); stride]; - loop { - let work = work.fetch_add(stride, Ordering::Relaxed); - if work >= npoints { - break; - } - if work + stride > npoints { - stride = npoints - work; - unsafe { tmp.set_len(stride) }; - } - for i in 0..stride { - let off = (work + i) * 32; - tmp[i] = hash(&rnd[off..off + 32]); + loop { + let work = work.fetch_add(stride, Ordering::Relaxed); + if work >= npoints { + break; + } + if work + stride > npoints { + stride = npoints - work; + unsafe { tmp.set_len(stride) }; + } + for (i, point) in + tmp.iter_mut().enumerate().take(stride) + { + let off = (work + i) * 32; + *point = hash(&rnd[off..off + 32]); + } + #[allow(mutable_transmutes)] + pallas::Point::batch_normalize(&tmp, unsafe { + transmute::< + &[pallas::Affine], + &mut [pallas::Affine], + >( + &ret[work..work + stride] + ) + }); } - #[allow(mutable_transmutes)] - pallas::Point::batch_normalize(&tmp, unsafe { - transmute::<&[pallas::Affine], &mut [pallas::Affine]>( - &ret[work..work + stride], - ) - }); - } - }) + }) } }); ret } -fn as_mut(x: &T) -> &mut T { - unsafe { &mut *UnsafeCell::raw_get(x as *const _ as *const _) } -} - pub fn gen_scalars(npoints: usize) -> Vec { - let mut ret: Vec = Vec::with_capacity(npoints); - unsafe { ret.set_len(npoints) }; + let ret = + Arc::new(Mutex::new(vec![pallas::Scalar::default(); npoints])); let n_workers = rayon::current_num_threads(); - let work = AtomicUsize::new(0); + let work = Arc::new(AtomicUsize::new(0)); rayon::scope(|s| { for _ in 0..n_workers { - s.spawn(|_| { + let ret_clone = Arc::clone(&ret); + let work_clone = Arc::clone(&work); + + s.spawn(move |_| { let mut rng = ChaCha20Rng::from_entropy(); loop { - let work = work.fetch_add(1, Ordering::Relaxed); + let work = work_clone.fetch_add(1, Ordering::Relaxed); if work >= npoints { break; } - *as_mut(&ret[work]) = pallas::Scalar::random(&mut rng); + let mut ret = ret_clone.lock().unwrap(); + ret[work] = pallas::Scalar::random(&mut rng); } - }) + }); } }); - ret + Arc::try_unwrap(ret).unwrap().into_inner().unwrap() +} + +/// which has ~20k over-represented values that occur ~300 times on average, +/// but can go up to ~1000s. +/// +/// Hence we do: +/// - A few (<10) small values that occur at very high frequency, +/// mostly to represent special values like 0,1 +/// - ~1k values that occur between 100-200 times +/// - fill remaining length with random values +pub fn generate_nonuniform_scalars(len: usize) -> Vec { + + let mut rng = ChaCha20Rng::from_entropy(); + let mut scalars = Vec::with_capacity(len); + + // special values 200_000 + for _ in 0..2_000_000 { + scalars.push(pallas::Scalar::zero()); + } + for _ in 0..500_000 { + scalars.push(pallas::Scalar::one()); + } + + // high freq: 250 * 6000 = 1_500_000 + let n_high_freq = 50; + let high_freq = (0..n_high_freq) + .map(|_| pallas::Scalar::random(&mut rng)) + .collect::>(); + + for val in high_freq { + let freq = 10000; + for _ in 0..freq { + scalars.push(val); + } + } + + // low freq: 200 * 200 = 400_000 + let n_low_freq = 1000; + let low_freq = (0..n_low_freq) + .map(|_| pallas::Scalar::random(&mut rng)) + .collect::>(); + + for val in low_freq { + let freq = 1000; + for _ in 0..freq { + scalars.push(val); + } + } + + let n_rest = len - scalars.len(); + for _ in 0..n_rest { + scalars.push(pallas::Scalar::random(&mut rng)); + } + + scalars.shuffle(&mut rng); + + assert_eq!(scalars.len(), len); + scalars +} + +pub fn naive_multiscalar_mul( + points: &[pallas::Affine], + scalars: &[pallas::Scalar], +) -> pallas::Affine { + let ret: pallas::Point = points + .par_iter() + .zip_eq(scalars.par_iter()) + .map(|(p, s)| p * s) + .sum(); + + ret.to_affine() } \ No newline at end of file

laqv&|nS1sOn9o&>K!aV0d1V z#bIX63^BIrTBiqJIPEol2s&uupeNBw+oN^6{jaSaoh7*&A1a)pOszjx>UZ!?u)4mi zk=Q@(oV_?rUzw_HFID++0-e-b194k`_5PCKzJ zjiKUe1FJov6JQyQP(DQptybs~|DlGKfHqkX+sb``TOOkBIn1e|+Sty2#RlNs3RuNe zq{vHZfmv_@Vey(80>M}U+``gtN2lK=6@hp}2U)9z9b&@{@WdvL<&bSd8knVji|J4H z>d$RepVJE76I>>EL-%T^unvN3L(-i~{kKB#cKQL_QoB5Qh@ltsCm+dffu>Tkm}Uqv z8bgQ5rz*Rz?$wFQj#dOiAx*msN=lJkIXqDnc9idbNWCJ>@1Q7((}nNZ1-p)}z>u$! z?w{VM&S<1#>;ToZ+Pa}SvgwnFP2085vD#)tHV=5Df9)}f1xu&{`T4kgW@}P z?wxt>YJ0l{d+6A)QIEve${NKR>>*Xqb?ujVubQ8^x9N(O`-D~xpRm@%15Ka-b1)zw zMGF2#DAlo=tFb|Zhmwfp&zV!Dg3hXX#VqjAR&Qrl{$rA6@*S_Nfn|+kwtA-4Tj<*U zF)8hZ(flS^S|1!|2GtQQ(%3N0k+tkEw^X6>!pU%)pag`3wn0f%PUi|Mg)brzOJrm+}y2o z!<3~mncVqIQc|uKX2d0l!-6!z7;)^JiP%*HY67QF2Hk(le#DPCnL=12^zj&Ab&aZ@c3XdL@No>t zM_7v891&W5ndK8y#i^Yn&sA`7aiGLB9)FBBKwY0C z%7S^9mv$}BOF~Pb2A1&m$b$MLnU0u)W7oN#Yf}|`&i|WsrBY=(BO*VTjNDPO=20ni zuSoqa!JKiouIy`DAt=cj-5$psTEZs@;!TnTtI2-E1JVX4=>h2k_uLglk`iCmSZN5T z;}9Lqvc~pOPr2Ztm9h*R43fSwm`!+D&;?_WR)Gw)n$#?w?5{@z}y3X)wV=U83&jzLk@L(2U7v#Ef8k(F=#>pxulRZ zu(HhsOC8&Z18Jl_;H?e5wJ}L8=Kj!mu4{oJW{Ez*pq=xUIK|!Dq=GFK=-7T>H~%g{ zwQ|2iyTDlu%Hx90<7w~UhX7lcz-=MSS}iGD0HI**c;UdhayE?Q5~*58=WGE+4~^i# zxzde*EeTz{wLZs{)SF9+;_~tuV%wV3MFDlIP4Zl;EpOKZhncM)Sa1d7$C<#w(c1e9 zeI!uiWzeI)^i&PiMF)}K0u@^a07uuzl4ZN3bhLYbp$Y&Tc9p zFn}luLkIAlr6r&l9JV2~QAet%QyeiXOH0d&GaMQx$S2uOCezF?g6VFP(%;f+>JjmQP^j5L;x@zS3lEgk1grwh#Gx zd?bX6RQU7nziC(%EP_`ium2V-S_ny|eqqFE4|S2pXVouwY}k+vx4>xDnuO=DL5}SN z{Kd?QjN%YdoR0On{z8Biw@wB>Jh`a^0Caf=cpVmJwknkN;_=&dn0();=Fs+F8v23o zG=@XBVHJm~(;=Q-mr6;g<)CPSYq%FptZ7`wC$=4*96vrjG78#q5Rj+|N_D28W}a>a zL8tm*t~CTQN6z)#FJGx9{Q!{7)<-anKY*2q>Es{6`23auv==7K4om>z5Rq5jwnElM zTgLu_WTh|YlIb8VpE%Hmu|@oo6QNsscI@&@PD(Oh$cA8{#GT=X4xYG-Po~uw&Xq;F zw^JPHhb(bNXm*mC-s)4*&Qk>MIC9n^Ka=L-RWc&|=Mlg}b;8pUU1yQszM_gV0E(JT z;JR^*khhYG;@Q;4GtNE+?yug?O}#OkD5)!OJHQB@I+C86)O7L*8U$q;XrM97GB0)$ z7P{d{w$*1awb|7Id-s^c!bd;CuV|+yJocM{Gk+VDBtl5JJ_}){;7pO(0mo<0;q&jF zA#TbYBZY!P0LYx~d67b4e1Y()B>#w{l+6!}qz~#!5;&6qYLZ?ixs$9pu2}%MMNM|# z9ERTv1PAnck5sd`d@UdpT_p)d5jhmc5wjs}0tY)QEjKVNR|!Q%OA0u7C4ejmi^+n< zfqn?)LQrxWZHr}K`;@R1KKZjq0K@VCr&o}?q@9Wi&m{4#Ap?z;DvkUifIR@0UWYR4 z%=u)XtGLcC_p7Fp2jzfR7`d5x!3u<_AKOAe$eV@%KY3W_i6cBSRJ3R*9_dbWbhwv* zaFWBb{SR{ifN$#`O#Q3o+O!Z3nyuY=))S%}ETK%jy+%x`ZPBzQ4t&kE=J1=jTi78VxP00oDB zXcp$Fu<%rncYt)-d`VV7x{kCXdWr7Boi)L;Wdex}C27&n?@oN~BfqXCxRP6J*r%_D z!6_sHm}kWPygnw)1y)Yii=X+R;3V8#c|HNe*Gae60?>TZOiflTc2VY6gb%yDq(!xD zFlAdg6#E3M=xh4GspxnV*~528coei$8D}E_9Wn=#YF`euwa;ELCGA#5SY;XfZ=Bvl%tk`qyS5(|wh7tKpcHVdjDyjuft${4NY>l) zLN|t9{@_^o1I(Rd4LKRXxPo7kN};lYL5tde9%v!}Nu=eIKP7{Zw3$me7n5!0ceYh3 z$kEX)Eib zskI|TM&}sNIxn%X>#$xVq7waNApD7_(5r-7Hf+nQQu0&~T%jUxv073__WYEgA%^NW z!@O%Sy7o7A?B{eYqH#?s;Q+sVpepJiok(&A!|of+m^r0&5Ozc~PowvsKUr9igBL{mW;Nl-|VU&uu3=Dmy;c@_Y^ z^D_wsBPT{V!Cc-YFcj>x%JJ}mN0KqDq63}L=pXEa&FSF@r%y$@IWrjUpJU`U ztmyr>6KS;cw6vshR`+(8G88tDsDpfbv+rykY<`oBKAB(jKG^WsN;QGM%Q5=sZRtCdsCp&?R5)EX)ip1qEBXbG1W`T%o)Wwja zLvv|_=UwL(S_%L~q89R(X$%XMTFzHUTJONwWtsikFs~!r7XS=6X?Azg@0e$7gE~^q zS>!AM{Uy;Jh45qV?I6?AJUl3_gm_qIK%ArH*Z~ zdO}Fb!6L%*XbW}u<#qXDIwx2owTNK&>)0z`2Z=>aYO;Pn7LCM9cBQ#MzX5egc#OGX zy19Z(2;+xD+kiWRD=9>T@cbP+c98o7%gNys#Fz|)_uo<#CD)!#jqJR6666|F!a`%r4BpyIu8pm%5-qxH{!K>3(H*0M|3DKou zdtzZQ*|i)&(JdgeN=r+l6Gy|BOn?iS3h9W=DdBwX<|?8{Y~kTNr>a+-svuEJrPY6a z)8FZylTS&{oLtBiVFEXjcL^N`v!VT+e!#9xBJ*lf3I$o4OAOy`zMICiEVqzw>6#$ zaL5Pmh6cPGCTu596f_s_TcR1SQK(31mx@H&%?Ax3=H+x}ks8BT+o0s41KMPvh~Uyn z+Y4ZJb(xk3A^Ly~pp7P7sLipRqLm1vOMWOZxxjsy;(m1+l5bRpbq%f^GBz+h|KZ^&`@4${pkGkZ_X;a+q zK&Oefcyk=a3fKzJ>c}SIR$VSR`u(w$yQ=VmC2k$Xi37WU6LtY`ulD83;L~p9Rv>>7krRe`GrZ zkqP<7FPXv7DgAK!w&m!TdH0C>QHTYEV*#Mo&|}uZ;TFXerC8YJ3wtfWmL$A5)+_`gp7O$~0JUlme@6`8z+p9Y^ zS#q;*DBBBC=Fw3R&3fWJJEP8IWD{e67^UuMHJ;t#H72qYp_S6V-xKYskC}S#&(z)dMz0So- zBD-nJdA)mxh=(9tP7a=bC>j35d*cdH%@P0U43}K*4yff9yhm<>&ngZ6uSwGeWRZsy zaXl2zXX#y~|2&_V-~3%l1davp$)6xn0+@r~!yAIr&`@oSgEp%8_U&F`PJV=k`G-Rf zZXgjtfa|HxTS!Qd*6IWFoiMWUC~Zm97w?rfL!6L*g#cO7S1If*;k|z5#m_oLEqr@- z?i|yhCtdoAt3sur7_wv;xdn*v{Dsmah_q5d2Z=AJW1cBn!XP^SfNbf~T|ip_6JC=( z@J948*|5PBS3%q6C84-X%nQN3LWq_V1bYqJ1%u42Rvnz~WSI5SmQi7CLWxuC?v?k? z@6YSZa0d7${!Uu;#+0zdpzwP;`*+hK#K}FQz4EhPN&PMGFfxHy!jcHthKeGB2X(hq z-AY5zx(06PYDTk ziaq6vH(09^Qe+&f>`(rH7e|pC9UPy1Y*LHa;;dGoyM8ke)Ors&!G+ zW_VUK6bCYG07VuxQ6R5*+k571baT=Q2)QB=!0C;oP;&#r7+7-V9`h|%5gbhDTKh9E z=^oDq(gpY4SoGQn28h)T$VjI*Z){4@5DrPUJVm4so>OqrRu9fJfr_kYL@ZJqgKZ?g zuZEB)BDUD&(PW|u;3aJ$w;QP_8TK(5a9U{Z{xbUyq@Q>wWL1d$R14eXLDwk;r-azoRf>5|M1<=^H7Z`OJR5ip>*VC_b-?&e7{?mzXqkgn)noNE5+5SEFH8lUGR(_eEq3x}kBw_Y@a`9j_b zle&Q>B&Y}MP1s1X2N@#F*S|7EMn6@q_%n;5a(n=iLru)QBsp#(3#Gaab4HR#Xf^LesA9it z)Hy^Faw_ZmE+g{)KYhA;f&NG9)_;xE{6E7k`d$BJ=R|Nh*AO%f{F}6;C^FOkTTGM! z%l&}gL<$0KlJ0CRCFF=p!2$G5`j!wpc}`qnVsD1S`~mS#r%)7FB(<#2nM*x>| z4OC#HoxmaqOs8C&$tThvS*i(taRk~6$r7t1F!sdDPI1q)Dc^v9?IR$ljvNe3kl<*= zSGm{Z3i3x)2NSFbYvosf*1sWAw##2%TEImGlT;z-pI`HOC~tZ6Es846xVbp}CIyZ$ z1Z9z2`9-=A)b+`e0)|7$o|G|O-3W%&;4kEZ1|cNdJRQ0N@m*k_xuGWTy*?EZt3LB= zNGxB^rgKVU7Qn}TeLr+c&iuu2|IqB9-?9+ZQK+o^aaEiThwxD@3xd+0BBb(6a^TP& zQlb(7uO|Vnze>cMM2BkreF1ff!RFFCyhwF%a>v=7iZe`-ujIpJfBqX*VJwyvb4T*%_0D^LbBOik@?1FZ3ScXkdp&M`B z|5HHA{|SbF2l4w4pnTFR?d0~NXo1@$CH{o&l7*f%4akY+@}`s^_r{xE@VW7gZ06o@Ka2{}qMj}U4j~2?n!?W%Pvd=Q^ zu7eAxTjHn?OTLq&iJtgb=1OreSvzKA%skE7xkxV89$kv}j{oRE&6EO!^mJmllGN0> zSA?kWI zeDzFe@h2{ME&=mz36lS3Ah8~Tga_v@g2(>*JvIJ39fhJGaEq!yBy(|P6acSX6<;B^ z@C?{}j31AS3MQ1(Urf=h6n@)d*D1ek;iK}0@+Pnos32uXSp%Rln9C{xAnX6|=A>@3 z{a+$;ARoj)DY$Q)uWwSLnj$B8rc^cnAwK=bZ)ZpTK7cfuQ{Bm>KzLOP#V>q;pqPC;(37H0zsvD%!_?I$Vd>2CgyP?<*ShIg3%z*;>4j8HqQ23n? ze$Pn_MO#L(Z~Q*O+Dk*sii@m)!aA3I^_kus;|g#Yr`V!jp4$8a28&Go&W(-j8{q;# zw5`ViCX=utiW_*e=DHR58bwF@P)r_TIrxT66g-2nAT@#uzw55qwA?jHP2A|b4$fm!dk_l`s+G*Z{epa@D$3Y_aQY!}6Zd}J2Z*z{tf7t$Y|=aU|? zApfq8La`|M&6%<)xgaD;;i8q_M#-CZP}~G5&d4uf{vt{1cj5Op@~9K#7}IMTCjpC* zZ7~RC11LX-!@kJ&iKbkcHV4V9CZhk}icG}r+j`xDcbrjD7{hH8QbTSQAqAju0T|>O=Q4%KI;LDKPX2a9GCW=W zJ{N$Pi_{YZp}_=HvXpJ$xZGXXgn&sz6XsLmLMO@?sQzQY4ah{7TtI*x%84wbF!>s? zgVWQ~$^C|O1yL(`pOTOoM!|+@WI&USLy1!q{kjFq!_h3_(jwBy8%Enq$DZQJK+EPC z6tecrOS~Vqr(4OWqYP`hj(e?7JdeUs6irB}K1ggthC}OL5%ka<VnYv$)ZA;|gRa`BVLYh9rar--po)*XS=!d*wJk z9;IhKAf7Ho4Juc1Z0M-|3zwqU!#2~2yOJ$WK3%HzLlr9!&G{%I1p1{${`;{L{a+fy z$xPIp@uz%@q@*OSU<7 zoY%z9KoUSF#TX-zkjJH6P-LPZlB6G-3qO<`@+uTPm>F4scx4Kwq67@`v}cL7|85im zKlIl6M9O3+mdOw}gK0m*MWQdQrjT?I0>3|%w^HOP6;k73rMl@?8~CpOXfAmYNyfv4 zGWc{QETEad&6``vp5UY?7G3v*e0BO~WG(?}TrMjIpb%0KWR1}vEBr0%yKiOG5M*j!LO0k>RW<5OIP{)m6fMf^%w z3N#JGuQ)YQErNec`h#e3)Anc5o%F#YmBRU89u<+ePqEH28GztlI}HDbUH)_>#7DGWe{hz4jk7wgE&q_a#O$T;nj;f@{>3Y+ZFCiF|mDt#3c3Jks0CqaB zkFRi^*K`z-GHf5@nNiIs@4Tr=Kv<;1a+|rpN^Bh^9}`T>Q5-?l6iiY{x*)M_GVn># z$$&7_{qaja>xltFNbN}icc?4{_b9sSHd3BM;IUERoeuT(8%E1pM_6q5yoEa^b>- zl=zd^RacS1!ZHzI`qx>d&%_Jl&6Hrqd7voXy3Er$iYsKR4182v;JHBD=Mfe!rM>VU zaU2?7AcIvE6pTEo45}?b*@*+58qkk`Kv}Ld>ER)nETFc=3NveEt6l9sVzhssHQc{4bE{Ex4g5 z&WuhS>ilp;_40PD>>yVdYGb?zKoX~f`BR@%?7aQEsT7J1ayn)-hVI|r_1tHKv_C5} z@ekS?JB>Y_m1p5UnyZ;ghBTp7*IfUC_>!kvAe7hJv--?Gb+2{@lnh{=H(c@8{y*H& zvnThY_q=<~)Bj@Yfj#snA?iOLlBh_2RAv;k2T*Tyx)T>E|HrVwe-}<{reJuY09#}y zQq2L%MH_?Hf%XT8!5ule(UH&morQQjGd%Tw=<( zwjs_J`g=9uEQ`L6f#+9e$R3cp`Q5U!qAAWoUR?4ilRnMN4KFW*Rd%HU7Ag@no4I>FDpGcF5Q%f0aihA-dH~68x~3siW^>-6uDkcW+0<#RQvH zEAh-$?YoqS^nw<5lZx97egqQM!p#F%^|EA66u_8Anj5y-(y2_&?3sf zR7~k18GJTRC>?Uc16hi}>ZF6`B=;Qr%!ruM#`Iii;!4zf8;O?UF7l0;8fnfYUOFA1 zx9gDIsItW@6|Zu+lahkR$BwTO0ezLf*1>_nvraHJiH*GPN(zUHyOJ2WaZ%2t=wGxR z@>law;|3Xj=y);p^!>omHV>1|5qYshY@a%K_CCO%7XiXX8MH((^@x1C3Y{Y+Q=+Ng zAk+frB79yKtuvSjKaU8!Hc2#MZ&AS1$PhXU=AU9Fn6UrXbU(kQ9sXZBc;375D(-gi z?^PEJYn)q=1C065UVKYYeq9F`Jj0WI^<&N@3fg~wfLKJ6R;QeH%7xqQrD$mfoO-ELF8eU#Ezt`=h zv%MvB?I>hZnjh(=@IIi#PJ!kv>{78z0KTP1#NSYaT(?ahrD(T)ch1RYr~UxSbD<Oc~E{`m9ck7jspf_ga_{5dNUVPDSG*U?idO&D#2UhxaFZ4AT zLW!ZaSY%&m&;%8PZ4A!4VtMdi&E|~AyQACQ0=Sp@UYuPCdN4Fms3=#z} z@yPeVNM0B-P_5=TirxU!3r+hN&kjU7^LF`3_PAg;4JVj}V|;-dKNs<7o>_R|O~C*@ zt+9OP9O6v+H20I3(M$7&w=0d&Wkot}rO(cryH+AXB$(!BfpH%*IFx)UrYMW9c3f_+ zci{H4&kMyC0~n)esJEzT&C1m7!iKD&)LqGqu7@BmT8FLj#PWABOyvl)OYrZWgjwzG zH~He3BS)g_8kZ*hRhv~ND36yQV0|{G51F^h*SMni^>!uCbpI&5O%HZzQ zZvvqYA%?;Ksr%G34i2qW(#5^jqE<Nnu< zCV^QoI*l}?)(lMGO~YOXx}GTI#?MEGm?PR8XC|%C{bwaVggEA>NII%V?Y+n_Vgkek z^E_D#={O#~!?Ph~;jw|IY4=n(;&~2|ArOQ8UBDVUBMlC5>?<^1aY$U!Zb2fJGO#iJ z-c6+v^bBg5ccYzV>DLDZk?Fi=uJHBVIa7_wg`cK2R8@R!t!o}R_fkm$KjfcEr5g?q zLp+~E=a=s>reC*Porp{AKjszQZX&7mLqg!BqnH%jWRBZ@P zWETErr@=$9L1UZ0HlSgLNSHW(Gb4D2Y=||7tbz!*p=3xBDFhZzLP?0Y< zarBUcSL|#?3a;-Moh`}7oyDKfPif0%ZcSesG&K{n}B$aEzA$35HSKZ!d~v8#h3~ zFd*sHkM=Rdc%!fJysAQnc-)}S!T+Zn$!*KG`udOA8?D>&gGPxj_Hi1~Q7h^5Vax$$ ztM5lK!xnm+9=32g&-DAfw?0)J6@77M#q!DGb>jvjIw~%F!k3Fp#UaK#Q)a|oRCzY0 zgf2UpQP)g);8RR3mFi=1Lsu)NgqeBQ4HN4(-I3*cYKLadh}@Q+;CMcJeU8VafPqa# zA}sh=Ua?IvAW8hJYv^@qIb)=F!@@{wt!PdreKAzwxYakFw|uh4_j{KxdtdM{ z-Rg^N8m)18q**f~I8|H}ac6}`*XG5o+xMQ|pcss@7X*F5f(aHzS(%%z%v?E`2TDgX z8e{WboXP>pj7i$`z$lYQRJI;;xG4wEw8#v|_vk}Q!XWg*@%$$P$214kH=J?O!x&pn zjz`TNjQn=&KB8ytv=B|^U=GC$$S!k-$u+$@0h7bbR{G>LU@?p`gRbkvEay(x`kmPg zW;i}OOg`FCl4P7A=quuCpDMf>z!^l)66 zG2BT*Db_Y;z2Z~LmkhQmUf?pGIQnYtTik%~#W1sY$CfEZ2uV6sbWMJ0`87HA`;&dy z(BP2z{&o}f#i+LIg*tUydg}9p?EUsTPCuMYbegf$apjDqYgXwkXqsXX{@M6*Gk7sY z7}w3KmaFvU!9B6^5VJL&%a6 zen|b2dDVNCy6d7PH}Kt`hufj6!~2sBD@vv~^mkxf=DvS!M#8M`&N!YsX+5jGeY4-5 zflYyu+#!jblO;x%SLceiqPlP4inJF#POk~Ru7B1k&?0YLuLIDC=7ojF@N(83xtv|| zX<=M^_ymkGv2FN$cVkq3X`XJl!!NYOI9*qgtCc)T|`l(o(sQyS-RFfHhe;%I}_m+AOFfiW<T4o)!?%!w8qj*2di?!f`(syfLg?xSd5Ce!lG;SK z8D@t!jCjdKZ=UDY6}*OxLD1)t>4Jh*pX_Ov(&)q)qhC7@P!DQWHvRd1UWRF0LN zaqN}h#rr9szGTYDA7hFbD2Z0>?Pr~mVy2q)cMuP>oZ(P?=JMzHL#p@Ct?~o%%SXde zW1>CiHY29!Yz>+teb*cx+WTsKlAg^xhuAz6q1dVKl3VVCMM_+GAA6iIt1gaLavjUy zyk@QY!ATJYXHrfreSgF*vl$M07l%S}9_;IKxbK+P_fH8s`}av1UT^N+ee>!aUy$;< z(dLfa*icfWxHPZ6zPPk{dQ1`a|MUS=BgKZ{OCX5_9T#`}tmy|C`?q=>@Ea2`+2hi?F)LTE9?x4c7~3@PW`f(c^ODe|?rVA#GZu!Q zFLD=yF8c0Ca9g);vWIwy$9KiDSYO%F3GXzX?;kPQbUIGYfdh=GDbtssRVW_b$Mkeu zb%pqa>3hF^+4Rz&5iUpK;@1rvG4I=1qeidFtsHAHZ^0>=Jzh4S?s*TG08}dG#2B8< zr(e(V0PRiwzHh_}qedTE^!=sRUo_--n0mOhhl$=$=SkL#yrLfmwmC9>Qt!Tf_j;QS z9?^Hi-X*(uKTR8xQ#m%g*m2OCpX}cscV*2;9&P}(vSvDL3g(BzVSO-?5sP9D{#dvw z{qNr<1~iO>2(c?>jAGUe`$~HJ<*#85fGILDyfv%bM;?s3Wj{c#de4HGS=+&V_peF^ z$MJxXJZ|vUvqp`~zVK$cdZW1Tzya~FKH}Qb(L(8r$k(Ae7VEzBL{-R<6{k~4l^@n; z?To@&%fK(aKRZ7D>qx7R>}lCQ4@#WAbkK$P)r^tRn7%GY7!OkhyI{&J%F3L%QgLyS zjSXXDSA4e5fh(@-rxv=KuARa3{lWLnENIkjqNrP+x?wRR3O8?FFlou)a2v<(+l~|_ zFUb-Q{OL%cyZ!N5rc7$Na5fZm*O5G$b7r5ogCFm+A2R5~&5{AwFz6dg@Whq#-gEza zzWeZ9mX<%j$l5Vl|DAq=Y!Y7vMq@f}(7XL0;W4w2MV%oRwJNnaV1I3T& z?7ZRuZ`C!9zm?j!cGy?>%y)m=8DjiVEDr>g6Occ|=q0kQj9_JWe-xA0ZiSnQvuBQ7 zxq3Xk25-|JvuOVOi#7cs3eP$f9N9ItUHMV09+tD@vqC1O$Oe4lY#*rh)3n&&Fd@N8d48k4&XDjT=7{uv%j#FEIIJ_r2F3bNPlTspzR{8OM3 zaq;m)xD2S@@7>}hgA4S38g3CY*86SH96w~~gn1JRvK5EoQZD}e+gZ%s$#8aZccSEXOI>yF<@DtL7sQrtg@;lc)P z^J0=#K>>mmbWNV-6%L9zwY->#9umVVUbD()=Rg<56pMKi#Q6V3*Xdy77IxqZHvHHf zdg5E3h8VwLIp(nZi@ul} zbO^s~KlB7YoGz-RbcvuO-@v5bmJPhn{$$O-Uq{e!)d}S-P}r@M)0WPi=gvQnuUAr> z_BRm9yj4douQ~GZzzE~)K3`1`L;BMun(E#H8@6CaTbLi+H}F7T7riypm)`8>GM+T; z9FIP<%zSf*ZT~kxh{o9y217y0?t?3dsW`n9;dbS2O0nb0@jP5dTM~|QWdp8QTnrKQ zJsCGnmbg58LS)XRniSAxzQUDMNSjkdz`=^?7_M1WFkBi2%FfEP?6qdq_@9ScnD5CC zxqhjp--t|56=_h@dEfUPgJ;KGx!VtN)t>|lvsdn_m}enf1sXEnGjQ6{Q_G>Ii}7a7 zDn%L%aM!kVt5OzR{C<|lF5ZZUCCmuyd(GPrh(y=ZTxJZgVG6Q0Eplg0OxwS}Wp%-D zqk;wQ+ya2&jPRvTmQKJ2U$x{z}1-|$f=Xqu3w63{St#xOT`_# zGTCPtj(Lz!kzP6HhnHM*gK^sDOG2=MFv}-9ZN_eL z>x})-jG!?}=v3eR$O97A>E-Y>E!!~(SnYK18r}4499R0h?OqJ5%E%%dA_^oS-nT#> z53#es_prhjOK>axV$52yZ{N}hY^8_&>LY$XmoP?H8VkcUxQoJZ`YU}rJTM3dQDRR_ z1Qbe$X4*qA7A8WThm(ra06@TRCeVgFWDzY)yG`{b(>jbm4W*f3n1Vyux75ZXBZp%J1lmM{_Q zKP=c85U%{$+eKF>&xGQC5fw&dDE>p~9PCI7R#vQ$9p1YS8;sLc?AYck1&L!q`|=fM z;<Wi*WMGcuDsVIZ{A>px;&t=`Pzr zWh!(&kA?Fg4UB&hX;wV}q;@t{Z&0%&C~8sFzfSC;l26h_Mm+=+wjpw0NsVAzeJ=WA zQ2Q!BM6LrHOfRGody%NgXuRam23^>JH4&_pX-SR9aM3xH>@9qxq>o&-pqoxHRIla*Cm+FF{ ztS8DN^h|%FK{*HQG$_&UIcnf(lBkI^CEW%M+l5kNNq$HR?K2>&iORR< z-D{zajHn6D`^_g8MA6hhgqjLll=UpzlGC&`-yHYmvV^uGVv%}PVLDZEuN#m z>q{EnKza)G)H&yjT$Wh$*EA(^QBkW|%J0k3ay$an8;;ad{Z;oE9+&BI_M}yQI~7Gj z*Y`#)cY(SE1S6o<8eQA`(RyvE*{|>2hfB((F0G|h9|?W2B+^IKn9xR{6&6tMC*l#Vd+#^NT?NzelX^I#(ZhdT6`i%tBA0N+dYN)|nO7Dyh2UDUP{qREt*_1s zk=REKNLTy#_zc^{B?$l5W!iOfDN_9|+S?ma!>J+4|8leRUSngPZZC5Mh1u1bo3`4U z6lG5}abFL!YWvYP{dseixK1Fm{ZW>kd)+-lO^a#8(ckWQOJH>kW9h$B=!7aT5;L@Z zRPXUHWgQ#&{gKdl%6U>X&WMr<>awgqQ~&W*@I^~VEwvg!c}8!v)8Lx&Q1t5aR4wMh zBt?f&?uLu{2c)bF?CDTMeG>jqp1I@-8ipX-Sxc#znUq;f-KNn6je_Byr~DLbP?Lq5A(%+V)TB2hia;>nR1-{D0dx;J2yy`Z@<8&QVWo>Ac^5rKe3n zABHOjgWtEY$jNxf(taTFMzrV5n*Z3$@AJCKk9|`oa2=SS<6aG ztIwbT?-Sh^7_KJ+MI84$^_L7qok7p&e(!tS%0e1HX3?`d20k?hMdO=_Qs!Jsdy1?^ z4~}jS;IR%5N7&_E^@+@zjm(>=f(7c~Jsmkq(=R~Mr@=8NKrHp5c*P43pc_Akz=<@EM z%hbgU3Hs^PmM_w(b`A5f!DtMhl^yyLw5!J}!@?q-pfgDQ)kohy(cJ>lyGnAayOacV zDpOOtq0Gl?lLr@|q0-~!%&99D8`D)+(3%QOP-hx+bqRjLD3PF=-V=>8peXERtz{@e z#S*iC(=fK>m8j-ds7R!mYk~22MiDh}dX$93c%j6W3{5>XNk@LKa3LP>;PJFp8bOEW zCPn^i0m=qg`_v3T9rmVv)W7)G1M9wyYXZVu*VxXrw`(5i8UNuF@vj%Hd!e~5BHTi& z(I{4PDSU>THMBh)>Eh1vElzT>5}x%iF88+UVFg?6pu2n{_CBN0E$EV48WjekngmaT z-jlBNtL?-NccJp~Y-Q1z9=N zq@DG#miv@fO)alFZ2jQypU5`uXrv6bzo^pwCDCEZM2=0=(GmFh=btHQK7%^i|CyQI zp(@_hR3JS0+1YTMYk7{r5m=fY-&K-doIDG$Di7Ry`#KI#Xm32mk}ueELV zMuuJ0kf~WAX%I}DqnQNA$3tpoXXcp9a0Vh_OVrcx20#T{A@LXLoB&iL?E?0`os?Iq zFRewN$i1G*t)5AaW}MNYux?Z^6-B}IMYvU_mU@{{Nwm9XXkf{3q4BcBV&eu&?lzG^u2?9OML8tAezVhqG^q5ju`m$D< zYN-D;s(h83hRUc4YB`HM@wDyrWQ=!`Nkk+--=U79D(=Q8{&At5pc)|+P2(=cceu89 zQ)MkviKS&~xvEZ7UkgPKC0<9q$EZT7kFjTD0kyCe(WN;d#^e*?s_dbSW-kq;dQ-dN zn4;REfS96yP^F(?1$86j8l7rX3aaYJsV-wy-3LKHDmOA)l;<=%mt|3=uz>2kgqgU%WI>il}#pc$${r5V-_ZC;c zMw;u}P)5?(tAvV{k)`#jA@$qUQke#HWwwp7)=~u^wBMa==#@Llmw=@Qc~ol(y|<-P zfdWG@VmO$T3fTe}j#Xeng`@~Dl-+O0l^U~>DXdUxOi9xVzv9zLv`zyFkSc?uzp%k)L z3Hslm;pPjDX?}yK8(7#ezJE(qPDtjjzHnKO(+FY0?dAgunrmr^OfTUr;(4jC0+VIH zV9$bnB&4CCq&^L$moJdaBw=Y12ZrHWVk+-xAST|b|DvHGS4+5V|n!3U`-mZ%=R+F(0!&pX_B`z~_ut=r^v22URI5W0=+A?{O z7*WI)7RM-*QrzNDw@KtnqfyAl2Q!_D-I{a*T9hrbQD{syHZn`A#Fik97SOK#{RCZ zE^K&Tt;~y#kMDLkO!)-`T(>>)gdsyO+9Ibr5WqUzJPDI4HLQBksvvhxKzJ-sZ_Fu7 z=}4wKp!yoK`O`5hsQ1UGc}Q2dVP>cQ8XO!%zA*|+~r1zugx&z10E04e*q1B>uS%+ zA9f9$cpu@$KJy7kd^x(0^cVkf*?*8jZ5I)$9?<6U-Hk>G^yN$4I-MR{*_M}kg zZlWupZ#U$xkg}V&`L@0mFg(r?Y_MgJl2f7gH=z6~6D5?Z?{-9m0&Ld_UYWFfhPr zwE<BPHPJrKpt~uEII6@vM87o%p9f@3=xq*S8z&jx8;+_RGHinY zaDZ7jyaGHi`v0q)Ay*Vd*6`@vFlKIl708&Vf#Ig_*)xnnE?m8P9y6c%N?Z50>oRPo7167IRgKC(Ei)A^Ri>*<-NcSUt=&FDlel-7LzD#-P1D#1k*3e@gIt~I_?RR~Q5?Xu z+H5wfRgZgW@DJa@HWdrz_lVv9zpu}Kgt!f;Yq0e9J`T&hYsWkl%UKom4s)ITb<)wF zVmAC|Gewf<^_Us`$q-b96MtOz;HB+i8`~P7<|~m%#A1~Z1qs{w4{vT-C9W`~1~{0?-9WL2XET!GV8u!paF9tv+?ZAI4REg(mlOs2xN zZ8d!|8XB!?Zc<@#4d7+I7`v>-rqUO1^Zp}0p3-sF126C#{2G?Yqix@M|8u$C3k!rG z>lMg0f4p6k>3Lu$EtSg;KcrsB<&VG1<{`Mc{7cu9*A71AtEoDo>hQ5;Q}M=gZ*2eM EAJJnw*8l(j literal 0 HcmV?d00001 diff --git a/plots/lurkrs_2.png b/plots/lurkrs_2.png new file mode 100644 index 0000000000000000000000000000000000000000..cda40efd915a9f275b8a00959c61d0519cb09f08 GIT binary patch literal 42177 zcmeFa30#!*`ZoRyproiA@hBz=E~KYaFc;KB#!6Fjp;Z(STvAd{KvLG3!961dwIW0r zE6vIf5D}1NKu}V|$&E#jVG&T-8DM6Z<@sOtgJ5nQ>v(?e|9w9{4|&F6=6Sx)ce(HD zzV2=Jdkbgx?m4I@!!W()&YAfE!{`Mu46pPhJ-l-^ZeAS29Q}Om%r`&s<<*t)LM`X+ zx14Jd{7ZQ9?3pvytXZ?@WBl=<=dX;<{n%mIrknVy)#Zyz4`1*3@4sfP>+0&XB@J5huvBHRM7hnpWvEVESX87= zm8qvQzD=g0Cd27>-_#g;D{lL+l`gth!cxmerk&QRmdG^BQ12Rpn z>`+dcu12EEw5!cj^6MHKJr9mtZWEDP?Ol2iABm8tBJ|VqMcRB(!7jl-Hd9mIpsSxI zkx%n3l(HJBq%b1&WmfET_OpA@y8F?(HV?KfGN69ylqm&;g;NFXE%PM!IX61xTvgRb zOqRs_>k}v2B~}wGG^K{(X+C|F-*~9LG1jCT-}#08IkN5aaqaKM+TX1;=d3k_Vr}8X z1-2pQS2itdXjv$3nJaF&JDYzH7jXHq6c2Jho9Cfjl)q^ieiQG2y<=>o^Rx!=4c7?IJ#hz{9xBtLD_~Y(s*CZ#Q!bhaYNx7U8c-|qf8;xxsjm`d> z@aq%3maJ)Zsdp7txiY2wU7GqwC)dAmvR!;1&)(p>aN4wKlS_OnE*==AXlsj9W{v8T znZEkO&HEL6T?O8;tM<0rMT6W;gN#<=IhHWKCldTepKO6^p3t9)^a7J|%wD81^Q7zGBbhJV%wiXIpJyKtrmcw6wJ4 z-t~MJkrr#usy6%hG^EI{q^3@v8xavfZ{NFq+;5-uvQ*P6EcNEn)c)*zh)XlUj^DKU&vh!M@ID&bw&NZ?n)W*ZnYL@Ze&<>ch#&$#kbZlS>x6 zRmxVRI?KGWhqy{3r+bxWjZG*%wRnuu0h{{T5T9Z%UtizM-jkg~+SX(L#1i6+vjN;W zFcn-i^(w3u)>o&|7N4@0)=+m_roAm{KQ6kY-D|+J9I3CURI3!+JKvGyhRK93j;WnhN?df%RAxtjXvvE0kE1I__bPV_AwDluZ>_6Av}k+j4{(w5$L|NNJX00yyJpf$5XL_BUzIoZoLo7REI^HY|&+{ z&E(0l`nr<(5q9MxoOP8h=E@YQI)$&vWDH7H7$s$#lC_Kjw zzt-%XR_`mvS;q;MlufOJ7^wCUR@3SVLvI=5Zu6C_s* zH=MmUGBW$Nk4#IyXBx{abY<02u_!qqAQ|%_E1SA{B>OI3K7lVk+0cG+_Uzd+WC~f^ zdKtGliW};a8!%D2)r_*ym~E6-OC`69Qg1hCt~4|r8h^l0dCFRSN~-))x;Q%DmakT; zCEB8nAAX}gzwyo}emL9bOpSk zX+MT>T3j*mBo*0g&5jQfC^5d$_I%L!3_9x`xe*(!e9D%Iqdca{w)DH|eea}|AKIK{i_a#KZi zLz=pN+ctfxWJtpjnnDuzGFB@SvoGP~xaf9^mAh@zTOnKP;`8$yp^NGvaWgaDcAiKp zkh$7JSLI>eS0nZO?6a1g9?G4x124*do3ERc)?_AW8o_TKvD7X7%9ShFX7(w-1$Nfy zSFc_*ODi*@>%Sr$F(FAt4<{-gB^++-390K6P!}JcmztV74br`_F_hg95>Q-`D1#6^ zC)$4d_H7P4l=l<=wmPABW6sYX9>+4J;luryZ*nSU2WHLgmDw0;p^nwe8!zV`8JZ?C z=iOJcab%`U8Mt$cT2N*xEQ6$0erM7Coh@Hc>@BTHxl&_$Z?1j0F!+4=o5ud{$rK4P zq56EV>G8GgU)ig^`k*JNIZsTxxanna6Xv|HFRjjT+sap^z85Cwu;|Tn>NFJ=Y@de4 zKE)0F?8^G-N{w|vq675!gg=&8jXoAgBJVn&2~KRoTzmg(B_$<5IUbVxC(>SHPUqR( zdE4#|_O7wtLV9viQ+OJS3ZaX9k_$8$4fpZCNR3Oi^;l1-=CafvXwRNK)~fy1Npy>| zH77|Bx6=_DW!JPDo1Rk|^)+erlbkCiSvGBj4$}bo40xb6R|R61w9yXG<2D$H1Vu@J zhg)57lDC8w)-k%(G37VAdk5_95zupVOYc3oxRC?{eL-r}Mp%oMwFfP_js$rLRCrW8 zpp+Jp_yVaEuR=QJzzpF`Ol)iu0U7LG1+*x10e)x@m}f7Mh~145=L>G5PJzhzth{d%;ZRYdp(w^VS}NvC9HVq3KsGs7Z%UMn5;cz!^F@)>)pRt) zEk{Rr6;8@`l9K?azH&H#)|`M91Qkmnf^>_%UEOuNI$GGI`yz|i9JCEBEywvolwU+E zzX;J5gjDj(wRdN;ccHmR1JIrv78-8R$g^lvh*(A649NuxO@>9_?R>!y=7u9F1Wi=Q z{isCoQ7Enab}bI7!Z$<#DXZiyKlmfP_QkOP{1CccImBCdXiA0_TYfW+Zu3?xgv*_c zNd`gK@fICI{lL-LcFp@j0`H6Q!UddnJnt1K$KLIMUi z5@w}Mn4?{I_>I=H&=@J7?p)#9pb$3D1@(eV17c0pBnBfq(!x#eKjTZq4K$NsIj=Ap zLgh=-Dwj4NvYg&A3JVp@hhaR~gdy*XGWstr`GRAY;>E z3Xp*J=Fg38el5D$P15G((YD5;ZM39$bh=Kbqq!E{m@W9H^xkaYo!P=l2Vpk`O6W(D zgQDNJnP+J&Q?EcgSZJ?W5URXst-WSFy>6|2#V@SjC7|+}^(9s7?b=rHzp1V^N-H(O zk#gRaW6mnGSr{F9?7J>)t6jbcXBr89aEM7B+CrEvL{PgbsdlY>z%AMjO$~B7^iG>| zC*`M9E=_yI`bMUO&eJ&t=R?d3n(Vu6^5QWAH1^GJTC}{$t%c+w0A0!5JtcQ{3GePo ztc`cBi6?neS{30@HLJ1fb4G1XyRa@t3;XImP=U|J!azF~uz9|&B85<6wy-w4SreFH z8kpgha>32B5ZhbnqTJz9>e5Uqi8i%V{;y-)-c+b}xG1|tX48@NmT-WHW=($gY`r1Q zll0Kk%#Yd8eSuT*AazZfw+e7woG9mvq-!-0cPAk4 zD`t(0$hBkTe6i_$sFEBONE4B zt{80s%oSYD4(w%}4twTvpq#L7K_p1ar%s2WXoqpO%8CP!`2nf<72T!?HOlP3%h^y7 z?;6l)-)ODa7$R)>!7qb$L`8?!xS>}e zp-#C~lzkSezPcz5zm=a4p7ClWNf?#*PVbV^-V4QcxsnnBPLfL}QZCU! zX3`-jvRRxj=&+Pe@u3njn_z&sh^B`f=8JT+&z0g&AXe#0Fi~<=b7CIm@LWx{A7F9P zY<~OIl;zP)gQA;C4f)^Z5TFe+y-)Jz?8%C50l<)JnJGT?#r~;PJRweySe*(BV}kXK z*Wl1c35-~GkLM$QDcI7?S1{JKpfF>ZM5j?4F5nBgvNHhOeFPeeL_5Iq?otyvfU4rb2))^M#A<@NoDOvM8B}E>R!yQjbYHkw)EDBic(h8%w zii}i4VX2`o-$#%S%jKVdTIx7{PKT|nRz67vazhn%$kuPadRdC^K9Ly6QtS(1yV|@In&%RYA(hAlI%`V- zW-ILKDhc5ZTnrDu6f--LAsI!ZH`mgvs{0bE*N0xc$M9E=j8^N~%Owo}(LQ zkP*(Sn9^+9ac_u@k}uePX#_iQ_{JvI{%kL}58}ejuJvd8O8$bGDZo}TGLNQLzG|-m z9?gS2uL!*Rw#6m=(|O!N?!gLS(fJG3q!lHn7KO0N5dCz}5el+gh^bLYy*xeBB@k|6 zbzN<3qqw3Vc9m0}<1|~_J1(aZ60$#L)&GDlx()=LDY*k`u}nxibrvmny$^tOBZr!k zWV`!~QijN5pda+@O7-zrAbX5D@UNncqTMP#U~fAuz(yriP)r z)rD0%ZpmcT{9Jb%jvN3H=X2+jD_|)JEfu#3KQRs{$ixloN@@Ng+ix5%5vuEO16kvE z+@qLopde#vA3Hc)W!}(a4x5U9ZZ&NHvdV1%p6>8-AA1~rHsEQdmiW&mYd`RNpqM(I zo0h-PT7`YMv|dq=ZTF37AszF21?g|iJmOrxP)~1*4XNa3FPMD0g-j#@@~T(G&94?W zs9|aNEhKg@cQx@{qf@VqZfb~0O1h}+V{GjA9e{Qp-GrNtBElroW%B7swP4zSSN)?% zJy%LDJ>#M(`{nA?lA2T@Ab4mFp-hrPBzsiS7Ls%r8z93sonr$nmE$EL(O9tq7EUs3 zpAF#Bc9s6Z9v0T+3&&3I%YZ#dyOfvyws~{t_2c&P;Q>$~{p%G*l18JH_aK}&yJPU5bp3+AR%Y19ZhO@hKbP%+W)h%EfCOEYb1H51915H0g5pZEbWQNgZ zFqq&g4{JsRf8L;qY)~CBZXe1d!mx(j;9O0Nwko={n@eN2$+ti27Y25Ooz7l$mw?5Q z67uve#5N=9tCg%Dm3*4=y$=g=Hq44w z=(wIG=7(%t(^`@vefsoaO2^8Y$ExyuNnwH%@G2w`cYAZu`jq8#GS4_hCD!Ja)aLq{ z7Znv1d-(W-i6+nGET56(^Z zsa3LP**Vg)Y=(t~$L_G?HqR-q!RzG~_dAcyt{md4$P@$pVx1#OgUPNYHR_i^x(>{4 zP)-Rhyq}#&7KrW|2JFO521k4v5x+pR8BVTA#>cFi;M}Odb62nSl}dLQnc9JhIG`5b zIz!n(;CZp++C=wMXYw$7yFOA(lphBbwV=`LwpKSCF`WLnS__V9to4nI44(B?GUA;! zgOi<8F2vT5jN3aRCO*Cuu)$xWP9eg2re`4pZ9+nxuaNUekZM&~w-B8rZvR<)X?2*@ zGJj%E>3rScpL_hW{3`^8Md0EM8Fvp47SBi|?C55X=GCwdz!&`Chjv@aOJEP|%I@C% zyt?|_4kI!GE^0}4hqCi6n)+H~tPZFB776pS!mmKb**Sm}Cv*-Z$D>98qk70~JiPB+ zdnNLEVVtXs794Cq)hXZ#9~>)-9Lcq8L2>qBJHa4Ei2b9Z#mcLhBn7(lzeW^IeO;Yb zAxDqZ=A@00R%Gq&XDm`?Ce?BXQyId3Yg$XnnNQ-20GwZjT}_-_4NRIrVX5TFF>dTQ zIq!J1yc1XWrAS;8Ede;In3Pyc_V{eUjoF1&Q?+D!o26u!{kmwh&W-GY4B8v|=@}Ur zB-mMO2NQM!2N7W&^T>OYYt*(x+`0tD)Af$M3}OAgMeFZ~H!42Q z(e1Ina&4qiBJ6Z{h=)J@A{z~y4e;;>V9}LS;S|^&k8_o#;Yo<9fNjwZ&XI&BJHJ70 z*B~eC$~1zbXrj$2f(f5tqfisMik&c72g`iR=ZW`zj3CX*F#sgLfkk8-a`N$_~5jTd{|m5Ti!gE3}Dv3^q4UBU@pFh3YqQ>%|rJVm73ysz{mK zIo0Y<=c421H}C@sO71LhuCH{iCtM0y_3o?KaB4cp1lH7K1Th6ACAy>b?UwbE_f`;d z@7D5`lL%WU!gi%7~*cA%_~SHFJ#}Q8=LQlQ45GJm>OPoXerAIe{$t&R%`m zzNnx;3DCZHd6H8aS*2veN?MmnCb4~LTHCp8NpOl7jEIzr5uAsH&||+*3%~l{%He4W z;uX2crtQkaq^4>)3&(J(t*r+9wqv~yqzaw!l$T0i?6UxhMM|Fl&?q6?!x2@>@ft+o z=KCGapStP(4T0jef}|a3XgH>pSS42-bW4L-c#!>MKV~GYfwniP!BTxP z-}s?DO$4RU1YT-KjvevrU`dMM58}-PYL0%h5}K>z9)2*-F6wxffa=3O!u!XCuSul< z&txgIUJjq2iQr6hGTYNY`mqxiaQ+SZ_M`UYD!<>L={WpuA9<&nl6E#wqgaChyD`4k zV9p#JHGQ|5WA6Qk?!;D)%rZIy_KkcA#=^#JNive`IQhKzyvYG^lPmb=2;Yc)Hx&F% z2DxV;#|(4i?Y(c7Zcq_Z19MhUAt@&Fcg%ob%$9M^W$dKA4a&WQ>C~{uuV|9VY<}{F zDoHs#Ht4FRcsw?_|BmCan>8>NnhBH;gCI&X5;FR$*KZDC29uj`_j}scCm&iDf05jKD)jkuAZyFOX)p?PVC zYnOJ6eWdM0Q7HLN+CejJKUw1|bcTJ-lA!TOsvMw;2!tYNBq@B;af{br&XGh1R+ZpS z9vd@{lzpO$w1_N0{)n`D5zV5U{J`9Nj^~sqZ21Jcbp!#dTR*TqFZz16ZFyfPClN6* zI|xtu27PeJEcL3HmedT*;p{9h*-5p8g7@m z8Xl)q(t|UdoFi(pC z?coyc>xGf;vb{45jEc3w26~M|=LI>5RyZUUmYztvf5MJD@uuq@42>y$I5du~p`|7N z5mDk3aI(>t_MBUE>Nlnt9Lq}k zi4Kq*Oq?XZR-m=vB=?MQbU8UoWTJEJdFL@UD)J(rK%-9cZwk46-#16@@ zE>3MG)=ehF-THC%Kr_ug(@0D^bVMuHy*2WRc2e1eR+J)!qV|G-Bot&BlJ_Qo*9~8>4iwKv;31Cj5mqsxPWVnM5H?jC?A(KNoL$~6L(oa+`i=(>kYc+}*ie&v_YKRdi&CeIS$VMj0=d#==km_6$k=?3vXf(#78uk+>T{CangU}YtmJA zVlK8x5dgc}A8a$?DcFgPBx=E0N}7L~J^g-Lkp~NRz}iw$Kjd?$d>>n#xCMmWTu`NeXelTzS32dR3RL~X@U%*PLuPNT*!A?1GQg5iQIbwy#L*qjGjBLOlB05P%c4s({ z38tZ}2dGqv-|#A=zo&Em2H*t*UFk$XbR|)(#JHst1g8!R!)H686usyKG2eW@X3Gb&zvoydCwjNX*&PT!zKDTYOJo?N1gxtg85DXBd@K~NiiX4jjYt3jW0wWIRB*G27Fms zpWHck_VAfLeX_iZZrv&`{K=LN03(tUnTr?}4<-D>uW{;KfOGW*n4oS92LgzYCDN1Z z1}#N%yjn@R!=(yX6Icjtz<^YODx;5a3WDU96TmL%2nAvpTtVE&)J2Vj=&P%VuI`-C zFpR-vMx`GjKj_%f5A-FwKc`Br+9fF1?VR!cOom)ZmH|=Ab`S%KrBRE(AVe!k+)*49!>J33 ziL-)VKOpvj`sl|2(;WJ{medKU3o?)^PSM{1_;>n)-M6fD{zsA55#*IfQA?WBu;)pQ zmkI4f?boa2WFM%Bn;{S5>(8e(7F&g3hvyiXQp_=JHums@thnmT!E)95Qza zbU2*2Nerjh*3U#qh9_+{m#9TV1__(*%q=AZOq)s&?&?K2C|boZ*P^y*%>i^M>4PzYApsgGKOH{I)z-r=}n$PBa8C# z21wtj6zzQG;d*e^PPRwW$Np3pKwqWCpYLxHBha>X$?p%AF4Y)4qSiWp^)b}l(^TB` zyo@cr83i-$W9yk%{-VOEA6U*2aba*YG8@ShXc)FDr{QtC+2N2yHd$}4Ku9| zL;9G)!HYq$L22P`M*lgnCpk%q@JZIugM=MuX7z|jwS zHo|XqmsF1>?|BW3=e1b61l9C@r*cKXQk{Ffq7ctamU_1S;K1T+&@m4dYQ5mR0|!}m zWVs3kF#iYfbk_vEFu~QOQGv5x5Vn3nTJwK3=nu_@+$l=(GPzL>A3jWIiBDGf|A>il z+-oo;9#jE(pWl#NcZRUOj%<5`dK2EFY_!joySW)LCFB|;_8Y3=EX5|mB2mYEaEbEP z(k{a&p?DeMy(z$Y(Yt;`Zb7qzB_Z$$n#H+63gztIYL(U39{Ma_!*F`I(YU zm?zmQj`(_1!90ZsLt0&jh9UZH#BgWCnfe1eklaN=T?mq{5PdAL6U)GRklP&aYW95J8cr(i-w>T1gXmEg?;G&@i-RiS4e+jTeC>Q#`kH0zcW>Sf}Al zhX%-}0CE3tR?mw1$zIJELU(Efw<_Jd8T>dra92XM6=q zvBR{#C@7a4u@*baC~A!YGRna$9{U>x$uqz5Wf$@dhrab1%qNHX%gCglxOyTvDRfqh zi5KO8jR)=KcYVQRL^)~;kma|9^J-GA+0AvWhyNO(A9J_O-XhQ&bB`9X^HXNeQ&=LQA zR%~jkfF;_(sf}{UDAB4t4K~d4876dp&(Hk&M8UDzmobJ>(a*7)y zZSv5q^0>JYqkYt&@|d-={ZZG=k!IWB<>Z2!Jb5w+ToKgGUv{Vb8)9ts%oK{mYJ`IE zfr62E$#W;ecBx~?r}1?Agp$!=t6W+AOd}^-{m~+n_ix1gee1M0w z*71uQt%v$9B(8}(Dj^k0Wj0?&x`f+Z&!n%OsV!>%`d6My!Td*xgzWkEg2E5dUM`DVi09M zy<@;m{c{4zmV@r(QV>!61Tuyix%g_Al}|d{I{Y$zJc=0G-G!z2-M%)hCDTAiA=?_2 z{0y&@A~_Mr-$})u&@KB3kqi`~FwCNP7#HbAynk_Y%^N!JKWA9GDM?sS_z@)p`RL|7 z)4OAx4k?r39R1Lst#}`UZCxg7y+}_dwnuS)qzT zXb_s>YhFq@Wt8Y7+WM!&Z3;s^+j)sYoPN!0DImIm$oF0ZF;({6kB zC>|LU%FTe|>En7)*vBa+D;Z@_Bk<*U-s##F40?G@5xqnznIk-JeqBQ@H{z6o9P9#Trng3KbbZaK}N8`y$)NL2%PSfXogz zE|QVRtLF($Ky<_Vq&FUQR#80MrDw90FF6N+YZLtx?~G8%^mXz6hY@Z`VcV2C+5Lq$ zqr{YEkKMP7+$`-E(B?BmA!IunZ!Z;LP z!BVUnojuyK6p0l;@f8$SLC2ob|0x(S5bwu5^DB>p!`vgI4haNzxgbKi>dkeVa>gdu zBI`#0diXszt|G;Yh;iryARXSvoV3~;9Sp{S9MC}od+mh_7f2W)STOBAMH3^E#lioW zgI*Bj#_^l_@iX*^$WTFw^e`_)4%TJL+i(27@K1rWQ6nuh7rWSjR8b+OiRM>WgrqrS zoM}cq%i(WeosPsEIh775_CU(@RT#Zgc;pWXs8KKF8k7LZ^hgxo$RWpumIA6EKC`<3 zt2Th7D+TRn+E4Fx$!VZA3{N3Xem&VRSpv4E3o@3kn21sBC2sRO&}TtgRHA+A5Ih zryz{2hT>B#%*`Kp7IV%akBTpAxmqnGQzgoyJ_*5FTFM1F{dTIb;rQXMOiAd6oq zjeUlTQA;IM5w7Kft4drh^bHoB5G$%T;Z<3-*yEen)79L?VqCo4F$Ddybcbe z(=(iK=8Q80VjBw1Xk2eSOT#$_eeO#+yjKKZSG=V&~{F>(}|>{5fIe^S^~8$?dTZO}7Zh0PSyNJ)#{KpKc& zNi9Kz4)NC?{6)67tXt8u_Fd$4!V~l}Jd7*4hE$0JiA40I!|<=z<j0*)^Ka6X6oC^>FI-Df?nMH{3 zn+QPtivf@S#zM~~9YEYZWqqirY(V-0V4$Dg=`#HHz`*lyzoVY<@`x@+TJZU;h}iS$ z3i)f5+*p|*2`ZgR1pz2V8Q{;Z9Qho6NKtuxZw2St1WQ0^C!2^SCJvaWY6>PfN24OK zO$I(`Ixa)%uYcv`2Z{mlhwu9>Byxu*<%H9#4RhPqwJnZ&g zA%Epc$_7en2-&;WS+U6_EQbRk;38>hG!IdVvt51I`^|N`+daEk1j}ywGk@}XSM4jq|$G?X;j!~Na!`?|V`qU|)_!ksY|Kj!hL(25T`yF*+=+xEL)}|o%%qpyR zW+S=6aw?mtxFOPJd8l{z*Wbx7ivLqOpt^~ijsls*kRcTGW)+r7IZsc9v_C5}@h{pN zC_VSAfL0Wcp=2>Kq^VfWw>d8$zU1i^$O2i*g09(Te$veA3MgSHDT+&n`ZwW)zZuE?G;5+WISfgCpG2?&U@jLo#8F5;_@KRpQAfJj=`rzd{XNp!tk-rV z7_x&prX(HFz7AT+DK4!oc=-#=vhCn|M4y8#iL|Bz+`$jDy98YdULNnr`N~j5j|$8A z1SI%$1+_oSn|&7u^L8Yi10Tk8qkPQx5us{IIqZ)7vOUN*!mwnARxa=$V?wh}2; z(lCQD_@1P=^AnyoML(Y3xI4?+@p3h?TTC+o?F^~70CC=aDEJ-tI1}|`1pE_pRwHvp z)tP=8w|ESaWspI>@utzK#f^b;k!Yn7eHvS;+K)GzWve@1Np2zK2*Yb!B0e8CW`M2B zwemZ2b<+nJMOt(5D5BK!TdU{Mm6}~VI=>|An0Gw{^p&$;p5KZj9MMIXIo|N;Q$bv= z>@eq*MsW=keEGT4_eH)@LSh=EUeuzt=*9RA zc(5r&gI{C!{}&RuR4!#*n-RICTu`J3Ya^Yfr;L)7^NYD@&ia^r`Qi4psN}xEP2(@7 z{V|7BWR2YKrBkVX;p0v;2Hvz)LR9(QYMR@b9$V~DGdgXnX(>d?UeQGeov_x-boszO zeG+Sts<{Puq|RIh)F}$X#7l%`>f}gRZPcS|Vs;v30yJ(Ng6x2%tq~8x zCu-X^;XvQCqejRX6P@NRs553`iiOjp^VUt4+155#;7W?3H>TX(wWZp%K*mQVt1gPJ zuuwaWnUjua5H59@RndDHl!0sNUQ-%`LD!>V3sSO5yHWP5j=O8e@7K}q=?UO+YwhoX zDshd-V&HE7NM0;9L+_!yB1DPU=D29OVN=+0GEZf?e!bT$nS6%HxT0HJ)|mNnx8Uk| zwnwVC8X0XV zpLZ-_5Tu+lC-Cxd1?;@k0mhc=k)_MNwsdLBbgcYIiOxSVr(@+Id9A-7k-R(Y_&+1V zK2i(Mq^9C(wmEqN1XB6_H7Fy8)MH5@ZgZ@GXSw_g@`>lrTV3CmHY3nh{z?;$s!>Ax zdHE|`va(Suz2xq@2B~r`+%tH@J^cN{kBauw0JyAaT_%_5*37>Yl`x!FV4E``lGo@M zeZD`!6`h8ykdHATU6D@rZpMM@pHT8e7D^Jcle=`QM%+S^zXEgIp;oeQ-JVsRw^UUp zyHK?Ro;|Q1z9_V6QIB0dnoj4?9;NZlC_tiUua$O32Z*X9Zr0BU+Fa#ha9`WtEX<+9 z96GliZ&tGVWxDn5LHH}OGH>ZVx|XqmJNyLK}H zZa#-QS}rwo%uuChSHAyP-BM(r>f_ULCrh2U;C8pgQK1F5as61HC2Bt>-gjv!6!&h# zZM^sSM&*}FuF@3bH)#4`Z#lJEQ2a7{r`mB}nlb_#jl{#_Nztr`pJWlTB#k^ z%g}HJzgKbe>76%ren)?8F?`y2MALwpU0V$I@7$)((Dru@>N>2dLYxU+`-)OwW(Mzf zWBs6sxbh(!oPf?_ZOF##A&3~5k$i6?^DpFI4MlZ6e6@1w5S(A>s?HPVC&V!gq9bp)992w{0yWv* z5}f$Z>WL}$Pi!otk_HT2Gc#R#sV+f2=2~+FKavCUkO3V>+1UVh*IMX?N$0(mAlsX( zJ=fi!;L7E^TjM+nJw1OnetT_HZ++>{#liryohwA*YA-t7!OJm(>Kk}m156>8WAE`m zP$?b=HvPGfCJad~>-0Q_z*)#ITf9MXxccgbw3pYSRO3|4W26}Kc*LT6WH4rp(V`)M zG;AXB2q^=qN#hQA$8aN?HHh*WDLZrri6GUz{F<@{Ldh?KQf+B&Bf|`OA(Nf*WhEDI z$8OdI^!zcKJQ+NHmz?G1EYXGE%a){_mPA~2?Bi**?U5gZ2HjHF&U-b!!4wP@)m(|v9Jnx?y=-hBNSSvW{uei(6&m)JmWxBB?uEZRrocJvyoxb6--jTD)aok4Jn}$@EB1xkX>(hzjwM=)I z6Bji$D9sRObPWm$+2%kBtVbzu`IoLpQEM7wg5Ay_O}<02LXSNVklay+l!;E8eQ^Ey zs|wrD?Y)Q6Lk#7l3IQ)VdmB=}Hr$U;2EVBMF5#PInAp0={8NzybN{xFzU|#NztS6e zv(TLrbCiQCPr+rd=YUxK((o|tk=4UjU_4A5o&`slPU9D8)k{b+b{k6aj){qfh#zx| zVN5#mjUhv5z<5raZW;sMSG_cCNA++LncjuBzHjIlS%ED3o$`X$ncbr;XU)WF@Qy<2 z3heR9&niAIO{}F09If+E4WQB#zGWDgmB4r?k46$X>z3{tk1{Dccm_A5B{aXTDCW@~ zX}CWK*Wu)E3KoH<(@2wQtlAX79;>oL>8azu%hP2$B-2Vaqa(QEHFr0o-Q4V8%c_GV z1-d+sO2F7^6ixVDVQaefO#BYgJ4}bTBN-o8=niexCI4s1yw67^G>FvkffVo5~Cd}+X@9XLx$(V7`e=BTNhkvo=l&CY@eu>^Q(KV#cXw(LEm*P*w)bvC>!cmM zJ!_(zyzZIUi{401o-=sbPJ_m!lJlfqN)7c%%UYjpUBvW=zy_(y?@k*NXls z62}Rvtdvr18+~n?hj&dBW0IUacv^R64ugvG?9bRrqb=Q;9%h6goh?7oW#bV}VjQRm z7^(a0WTL`(%><@L>6^v?dIb7roqLCa4-z~VV~LM!_TgEksgrr`*mLL&w;{FvjC0*_ z_!w#wH|s=yo0>^BCN@D?qC||HJ3R%rXVKVw-~V-y)3DfN9MF{`I7It>a_b_x9Ig>D z+R|Aa?^j03)yhQLj9uOzn}i@Tw+h2hrnSk5yBy;V!J+%`w*P49aBxr$CIY7rMHoom z;@RV{SLoTXYE1UtrZFe_o7kkU>o#sd!Tf&KXP0`MhrVXe(?}!rs);Iqvi%)eF^Fzd zTYt)tH|O*P?nY z9n|PPvM9XJv7n&P@e{pMyrO~`X9ffW%vjh@5u7?bD*yC5uj+Cn20%X3+uDL`H}^98 zbh7O7>dL*-Zu$3SGIe&=(D275nGbbmrXAnyx-Vvn4gSe|n#p{X7i80mlvE47z6F?& zIL5v3%xe9DGrZbEBk3c{^^Z-m3cl<<);(&`l{=>n{a8?>e`?Zl)kf>=)!K2MOV;-O zJazhvUAyL-?mo0BThzTMwhfZwCe9uw;+yF(~;c&o@8G2Swh)_vD z3hy~q2)PGj4)tIhqmzDJzdoK|gwBp?>DY#JsK$DS4U!=<^zbZ=qa}JnS9mW;(rzA# zCoL}IK}Ach4GQX=Rbn2tHnn?T+15NaE4h33PgA?wMyz&QKQI&!qdp(E!Zk3^$XSCB z#gODqAY|8yDVTrWzoMGPd=QJVc`Y&Pelm2YRtqg#0v#(P*tF8azGhO`)DLSWrBB>9 z*T5!yqSubzF-~vv``tfxlE>1b+M*n;(J6;V>r$ zLBNDYaxM+=Vd{R2c-M_F2^zw!-S2rd8<8|VY^+OtC36IYObl@Aj?dO5=+7bGbM%^{ zS@)yR^M)8_diQtTRs`p`yPu3n60a|u;YJf5m4D@q-<{Z19S@589>Koe7gOXv9T-dx zO5b}QCV)&AGOl!!fD$t6&vmo9?w_mgYbVW%S><8vv)MN&CN^%;P^)F-GOs^&8T zqa{L24gyDaY6Z?Q!hy_@(*w>hX6Zjpa<}rXQl5}F)+g$lK`efrnp#}AHj@KEPI+vZ zMIW`g*rRC#Uk^)ir1e(Z%ST!VF|-zQ)(=c{pE893+%PM6w6FyX5}(`Wb#^B2aX5nM z(IYggzlp<~FFyZ(FmLph0-0<4%7ZaHUewxwD@EcJ%k4rw_#EQWav1OZo_%NB_@Xy6 z$7$Hw)OWtn3i8~J7Rahk5f(A_|HrW#X@;R>X#}Hs-2mxEK$Zr5#w6Xp_t5hhydaok zgZUlkh55N;lWDrn?!AUIvv1e0=M~exgsG$wlUAm#8GLh4(4M2MgJyiOO@FV2;X0Xq z0dp)S*=Ss^Sc%ksftzFWzMv^nhU$I(K@d_8$PTDKYt$n`D+p>GlzyRmXyW&ia8d_k zzNb*QqMkup2soW8G%?w~b6A_A20$2EhuU_eL&F=t*Hb!t7%ylz17ZGC zd|q;WdC#?NrXrrZC?|p8?2a+0QUWoUzsxpAXBT8}qp(*x$?2G+l_HDf12LXbWz#JM zV`6iRffeE~Xa0daH^&MrG84rcw6j1K?Q?qvDO1DHm?ZUvpbr>JW_fD&HF($HGU9O( zYfcu@+Q@RZna_OHHhBBd&;Qk}$4>%j|7-360R&b6F`)ET`-I*6V(svLGxTl@nh`Z; z&K!JnkHOHndZ7bnyE74apZU%iY4VRR#BU7tD9#Kz?McJ%WZ#*6=F&`XxHmXBBw=g2!fVD{|RGH;`}y1$QXy1L1tddZc@Zr_fyoPh-l z8vgx1k77j$g%MlI4*w0^*JIp*8<*U>k6XZ)Kxd!me|>xJ zH1Q!F5cq2aHK=J&IKNaNkOB>J^Om5;WxayEdK$+-X6V}{;uGv8Vnug9#J zpo@o=i;i6qm55__(IC|K>VkeY*SGK4(|g>4PfRk_b!)sW+p|5l-pYj2!Hi8%ZvQAA zuAYgjj|uCgZ~O_M*!+HM88mH;q`PnXb)F^A4+A|PgyQVn9vZ!9v}5KwdP@9$vDLnB zN3L6qd)?`|dj*QcPpdz&D5&tu)`M%ym%PjSbkF>t`NL@}u@^r%SRk8SUZ1?S_mM@B zt8G@rzg4~khyys{_A+;?W#`uTnD!_wcwMI*&%@f8MdbMo*e%+&RxfmM6yr{~8xQUr zdb4Nxn)tWQtw~*TaB)=3K8PK{278C-L&4W486KGw6s=nqbn}b6-|mzK&1ZJcxBRh3 zsfTW7MfQW8K{#Nltz|#69%d1vvFTm+F@5^P>|X9;y4!R(y}NrYjcZ91V;OXN89){g zSZaw;DL{l7Km!lE`7PiJcc2DhBY+{2u-Qj|+rSAK3WSP{MY9?{zu%0JSjnMH){ar3 zi8SIQgV31pk(RLQtIaV-H+$~Bz3iKL7y3dz&v$p!5A{u3G}=9=^&sZMGO`j@7W=_R zII1BD z)|LxN5B<1%ex4g$c66UU|2h^AKr(d!^MTXZqpb&B!)fgjzh4v?wx>69CU(oAk%T># z>JRT%dahekKHAe<^Uoc(90~olrhrK9O#0@Lp;5eo8MSrL;=g5$?3aGwo$n{Pk59U6 zYP~VMk1-F|W5$E^V9bt8a{h-|kMyc7?yhT~;9=BTLv(C;!1DbgAiy@ro$(yWyabrD zpxAnR(wL?Cp|{2{$0i-=4ND#X_4Nh7D!kf;4@Y0$K67NnZ}L;IJoof7ShVVu*9Y0y z1T7dz|6#(J-v>#@@5MpggMJ%0M>(&Q&WFl1h~eRsOx#;QfN12=&DR&q0cPOkaE9WzJvTb}gE!NlSHhU%qP zjW0Tt1f=YaIb({#%e&=#GFZ^`eV&{7rw5A_L9{G$(23{W+PcaQBR{wjSxKrP!tm^8 zFkmffVIG2GBIc(Pl{}a6|VUqhv+R@|vhPg)u=X!&iNMHSWuL350T;rH< z#>N3gUHFXKGS}2TGjL=qPeM3iJLZKlAg@mC3;nb=GqKm@>KTWo?aH0V`{aVoPC6Gr zR=#yk!5qMZVXs1`FzzJKaBAG$pD{6 zF4hr4whit5`=D?#LLCaA6b***_Cs|<1_RzmVF`fB49?P@Tfo2^9g2f?xA7lKqgIT- z`P*-4IrQB(e?cq0Yv`vEQ%Ka`wkU12eUOQ<_aMi^%kaTCNpQw{!k#Y zocqgsR>VorY3nKukj;L_iY*u`j(=9%C#Rg{GotV|-PvHMSGc9+g}yUzxGmks^Y)Ce zIpSr29q!JU^_cP2{_WfM;D44qW_&R7tF2l6`^HM_u?FDE+^x~A^Sfah3U>R1d!T}97z%ebrd|uD;-vdoK0_zYBO9=dd$@Q#t-GKF$$2q>f z09Oso)h|4~Gi%+BEXkHVSw^n<1)p5QV@IvfC$<4rV30ec zRyxef$n)KQGZ@%C$Sdo@J2++7e~g*gjB}6~)!1m;7eMMt{?%`{Yi#&PcgG(Vxm!Xh zR+Qp1W)UJ|{JmQ=A!0sGS_}{0gq%rQd60qDEH5SgpnMDNh8-Pw{=z%M`!Tr9iWzU6 zBOwy1G%duwo)ON3!xlEBp*ZTtygYk2v#xT>k3DeiVj*VqVaGy8>i!xM)%{noBxJGiczOmeX$le(`@%kCx82d;CcASZ|2d$g!v(MMcMtc68 z@}9U0{kOzYmpeXuWDu$8gP-=sCm9(?5jt~ACIu}Q`5IuTt-1wkA&pp zZX5Q9_T?J6%3Y-0W0KB|JODU>E6pOQWW7CC^2Hv5<*T5lpf9n%jad~cfq0Dl?07ASa#wwYHRE;z1$Tf{Jssi>(|(+PY;OWYQ9>3`{?j9M0-1H zgFmdf*IAqB?EUbcG}V8ISw^uu--XB}?W$E99h&9+hF7_P^c}PZdm?)kb?qV#Sawb= zYgJ@xhH7qlMbue}Drz?(JqL7{e-u@QnvTM=*56tdX{?7`v|$70oXTa*_q)p_yYN;6 zy*2O2x9C&eN1DZNUwcZ`>#lHosv*ZRbgk{3*Lw8w&$uIY--E?p){3l+hp&61r@@0A z({4TMkr>>r_aBSRl@vXZHmwr=pP0lPIrAK;I7hAb~3dokpm}eNx^V&-H9pPKk})e1&&$19fSp zZ06@E^r`gNgeE6iR2EQ<>xFuX9!n!{t?%TkBT3x>i#!lqC1(=xQ)j+0gb_BZ58bTs!JOLG6AiiTMjP z7nF+@Df^zQcDJ>$FKcFlY>j(k6bv<&8nkti`$F7f>vfNRsO+lT17Fq@T z+x`iXo77DMZOHKl$q>);4Jjp{A-YD?gmT88VNHiT*Vq&nFK_GoLyd}-M(3wf?!O&6 zI>%|LEMC;4(#JbOumUu@Mlpn&X$>BUWjm=Cb0QkPJn`gDTuG;{t*fJ^}u-~W( z!s_RkKrS7JI%`uR^=tKt$2P(fi`D%j-O}kus84;eG!oTM)nzMxMw>cHC8EOLE3N)g zYYGZpQ+YH~lQH`FZ8g8;Z9dI7nu1a#q35de#|zHO3mvX46l|1f_!U37rT#7sjWA*%Q(xpgA-mSJGJ;U`s{pM6+?|7j1(Pp71C zYOibYlwWr}9^>0t>tCbrLl5^BDg{CtOC657bbXuNK%c_r9IqJF4$y3u>xxNh)j6pQ zS6{N@-K#}8^J-yy*aW%s$VzzD&A0*s9XC5(bCy~WV(kSosq#yyFI7Jz{qsnE5n-*z zms4ZhS$m*sEKeJ3cQ)#o_5HqN=TgyG>;l&$Cp+{JTO6JL%);bt&n$ngQBbXR>LeSO zH9IhCY(jA}Y7?&-oc+vFMbAt}nxIot14OF$!rxm_VZka1J#iB9Z(S^qy4rFr08v?9 zhpLIyDd(4_oJXm+QGcVP0$}}%YbWw0JCe#RIJ;@-2>kHF4+z5%3#fPW-+9tx0ik{B zg5dS+l;3AQ^2@A%+5&2*tuVS48yg#QRf)^ccleq4!+&zIDC&61wF#uXJsmA)MYr<> zxBt#_O+$MyN)wQRutANCSm$W26+WJu37+cfb+5C3OJfNSxN-8f!<)EIoXg@2s;H9B;9Yegu@7w5s-!ysJP@mSgtXYQRFZ>S*KJRDk&@z+XO3mtBrIF~d zD#)Mg|HEXx=PeGcTe>X8w~4A8QZdMVIhNYzpLz7u=8#fD+lGcb$AI7j-(c#P``m@8 zbxQ?QwUJ~EL~ob|=FRH4Pn)Kv^>@1{+QnfF>N!}RwVPlJ`zxBr(H>x*v!4(3?)-~9 zSJ&sG-y!-^>++dSqgs2ANJrf+bRz%dM5LI^2{o#0-Jtfo?PzQGZhgKZ)vIseHfX#< zKs@!ZsuD)UQ_(J?1YlFRtFh?pQ+tsA=tjiD(k+Fj0Y_1MT{ zG_`iVBcwWHEh9aeM^d5n?A3I%G*sM?l2V+p&`oI6l|pO$*v zHSmHf$)ib%fT9FJ5h3vkAy-9^`i(oaQTt2kDSAaerLHKgjs%UDge&rhuEhUh5ZfTu zp{AN0YHW7=P|ZQExd@0{*2#eQZ8gStI|?67u==wv@`Oaff|dz@Ts7{~hq~h2K?SyCr9}nW z8RzHK#9NwE5qM)1lG4=@g5aV1wvd<)z)}mRL{A=PAQHC}Ks7EvDu~-jzHsefsNx{j zzLu^)MfBVIp{Sm$zV81k?A&9TI>RvDidc6w3?pVL&Aep)5HJ&Oqn5?F5aXtci<{%B zQ8XKBJ2g_EE#R{0W&#rvQG+yQf4D3GH#3k+p#{w_!P+e(qNDVpE*%JMp|pjT(ml_| z%n}nf!yhV#a?bg__x;}Y`ObNM_9H;=uxWAY>~5(Udp_6lTGW+-u8P}Te!GzBuo^Z) z;}RBtCtTg}o??onxVLZomMsvdATEf@r2xmUGOAs3KFJGYCJ8ZrYKr^=XQI-T2=up1 z(rg0pY>1aC_g|pBUo`==16@Xj2^AV01)ZcN5blojn7Tx$ju7;Ub$HL zsIN-1i-fd9dp*9eHD7_;KEr?_W0~hi;pvLR$7KZmVokF;7ZjX6Dqk8{f<6H|xz?H4 zP1S-D2;=J)Y#9>r@DQP&wSu9apMGQT#6asYx431!1cnaLy0CHp1Pfd1F;;lyLP1nO z-m5jEN20SXS7+ySIx~jBj@y>(1n4`$7rXl)ohWr-+MIbhBS(^*RT&-)Ppei3Lp?*N z#E=6O7=@8k$fR`ZE^tE|#sxJPPzXrPoW;UVv8>Zw20uj)FYm2$?g`FyaU%8Jse0(V zW!$E?GgnweQgFxHP+{TSz45^eBagY=S%P;;I)}TuL|rFg;71wgxj|So_R|AZR6!<- z#lrp@Pxi-3>J2DA`gLry!Rjt>X5I!-+0@h&V2e%L6Zj9r;st3e?GonC9QeIEuY>8C zZ`35TXvUTkft#99GX5Aq@5*NmI4hf^Z!2231trjefVlNRKKzk6uNYmR+C+ve=1(~* zG;l+BD)B(oSE(Y+Dj^BtC<#4`UzISozOXboSr9`6*PAYv^ndXE$M+=2i1Gk*Exn>z zkk$dDKZ>rW-XJm*W~qmkq#C>>Iz3P2o0oe6L4VinCm~xV>?0YnMhS7)9O9WT52;jG z6JiqrWW_{uam_(wc)N?Fy;)o1*p+|o*MmdzmM&X%Sfz@~%F6OjExlklV1{rV46aij zKc0@h?U@7WWEzY`-k$RE@{asWQnqor-Em@6X-~Z5NQ(=$dTW`&JewT;P4ZAn&!83t z>Na(pb%;&`g6KOj)Q7zQ)EgZTg@s3@Y?9gu$%_hIcmmolYFRICG+&XGlBDsi+f8J= z9l>@f$;r049c|4`S!DBefAtc6flCApYQ+s&6*3RM1p>kyJ zf;i%^`?Ei{_rj3-M@aw?dZ!@FC#OZOr}g?jDvDC(AP|_7 z-sHrv&>Mn2tDe!(u{yT8T8~@rNiXWvr*;}K>4^<^Op+X|nXug3-cUlzN3QIhp>-g0=2N%&G*J-thNv#CS(W-g_bp)=j zbaPE;fp4Fu0~%{FPR|Y@#3&)YlMbs<{J$OJTPfRscYLvI51ij=f3(T|C0>6uoFNdV z^!JoSXNXD1b9b>5PB?xtM=(3SzB^@+;DnMq!U@Lpu9Io^r`;)bALL=Gbd_kNm~OOm zP|n}q-rnAqo(B^rR)@hxZ@7`s&N{R0UYPbRlGQKAsZl&lY4r$kCry`NNBX9}?yey- z(_n=il60D_BO+&i{tw*5O~7KIIGHp8lh$nl2Yj|#yE2r4-htwv5CJd+x(bD@AQ|mg zJ>+m~<>m~vrt%5c@{%cLhDz{6YYl046uq)Rp_r!g3k;b1UGW+kF(V^-KWmVlI(3Sh zmE)8F%}DAj6DlHN_%W;YVB5DmRghf$egUHfqOH?pGF%h{P+H4^XI9{2Jh74qQRs%q zhRE99G0={cOV@`7Uj~aEQ8rmzg<`mS58(zZJsu^B1lPt6 z@=CGPo)&8gL>nU%e^d}(Ck_7_u*0hg#>H2SdxFwAxkthKJ<1?sgflBp8l?>-HqPE{ zb@b>*dIX^vH*Ndnw*$m@u*F`MU}izo0Yx_oQaU}j_oASP`TjtKG>cMF4u7v4CK0xE zL~uk|S#Z|LXOCVGVY$lEZFWb&=kt-(SJc1|rJxdxMmYyzWisR5+)Qtq`W~0d)zu{p z4cKfp7&yRA4j0@zIyx$xZ>9h9?}8z$+i;4*pt=Y35do5eQvfSxSF!NEZ+jh$ZW<&0vqEIVJc4(%!k>@smt zC0$&ToRpe--)5_`98hq=RV~Z72a-6B_E0Vj27}v-x3+DW8){d(x;IqS06C0@%{0k3 z?4@{i-VvqUHhA`KJw9e}&)JB@?FZ^!`s}x*NQPHoike4c{o@t#Pm8d_|MYe>wmCRd ylo(KL0#=;5|0#mGZP>K%xet;&=K+)0{H@0y?OS_k;Z6zuY<+M0md4F{PW}x7+7Vm; literal 0 HcmV?d00001 diff --git a/plots/lurkrs_21.png b/plots/lurkrs_21.png new file mode 100644 index 0000000000000000000000000000000000000000..87c6b173bb17ebdb4651ef63e99d37aa50d2f391 GIT binary patch literal 72296 zcmeFa3tW_C`ab>wDtU_3k_rVg%uEGa6*UKjN>|hp(~?vKt&~+zP%;>S8SreZqNb9e zV5W@r~n$C-w5oJr{mrg-K|!qf!Lt%+{h#>X*K}w%H~N%Ci~jo832VAM;7oH8t9jI;}OA+7d2pS!4Zp zfG(z>uuz>QS3BATHCRd-%pD)Rud(n~6$kJYp1MJiX=Ovx%XW|SN`7?Ys80UliaY#p zS8?Naa!roBAD6DHlIk*@sxw=JHTCs=KfE>HAu31VUwRoYiITQP`4{9#w0V;J4I!`c znVQ-`y_mQCq6Q%El%DRHzqi9%>9#fnrn5z5vo87oi~kVNs7NB zbYmb+Vd}BAm`DBP4gDq6S>nH2E=h40s{$k{3%=fhK0}ukQk2!OI;1K|Tooy4jTAN= zcFpe0T1?HEQ|nMU9@dUgAoxGd-Ev{@iXMu9dZ)-0 z;#!5S(pUGE{SR?*aco=)B12}=N%vWeagjf)<8^g0ZMS1r6wFP#Gk5tNe*X57#^Lft zSN^dpk9Ssjah=qcio$W`81(~kAJkNSa+uO zOclHJG;|~Tv?ztVa;|S$(>V+A2w6EMeR#^FBYe{#ysPlsxpR91N>a|A4JuxlR~%Tr zIdPV*&mPC1=8~W~$FXC_ViGpxc}i1KE=$reB;)H+{e691Z&p@T;%Q0S@^@_+ZD!SiVP+Xj* zyfz+p%y#LrWgZf3Q><%Dr7-J5o3`m5o$OUB>{Z{!w|pznWJ!8(Y-*O83%}x5|^~@ zmA7JXDP%DUG46wB1N})58|9ncI#=2>S2WF4bY*6GgO#))R?-$5qk9~y+;ci9$+Nb? zqc+i_DzW5V|B`zbJ*qDTp2Ph-h7XgLo=jSGG^xzowWLLJhEmpG1Aqwm1 zQLOlpr}mDgiPyC~tyqvA(YI&`h;LYi^x}eRF@+IFhH}ETpM-6Wa;2lR?Wpv~b8~iDQFdCc zcUtcF)Xedz`Qd4=^8Gy;2YEI|@GTK0rI>IPlJ)o`xpu#O+dw;Y5kAZGu2?%?h=F84JL}DlokZbAh zT>U*8-91cN$=Rf!vvN%0d*c?q#ZRF{t~^%Pb__|#S*~Kkza+kSNl{(x**YDj|3a>% z9wA<-kV$C(DLd5f`OA0aEhp{OCuJ>vmwg_eClIRDYBu6@LxuHb!utDzg}eC|Pp8Pg zI8iEDf3_}NO;a(YnidN!XpHC>9(mL%`W7NIMl?Wo9fOJyjTGaqjJ3}&oVj~5ojK9~ zCF6AEc0@7*<(`)GRq`X=x zD6 z>wEGz$L)%3yEWdyYVx*m{<=TBd={pG6xfg1u^ zT4Q*T-Oz)yVoFQrzuKi%wa&9;9p!A`kqwO+WCzE1<$LkU1A`qmsfYIsC&U#Zmy6Xk zmi8Wd{_$|8Q^m|FLy(`kpZko@#9R-))F-B8LMh#y=*Atfg7Vj7Ei_%n*Cv-YL`XC= z(tc9cmbI=eYlJOkx{sY2FqB@BX0Mc=cQoFx(cU0PgQ=Q6*zw_HTq~P}N8;O#xaZDM zZ?$OMiuoqIKhCjsdBj;obP(>K`0wfv1c@9+N@l>_wlTURG+*yO4?gLR)5xH)g@h3?<@`PEYvaBrRkIHHMYD2UM(P&Db9 zN_dje4dP*1T%y0?n)VWc0m7zt!$9=`AU6y3aSQJ_lQBhpnH1m&fI8Xd)3q|VTHhAW zw^2wD)upLU=U&@8UWFWE72h-`{^G&_%s_%wrWuzmU5X6899e`J8GzJJnL|q_fpNZo zpu)18YNe;@_4tO@x3|>QKaLe@BXkcUl70OBm3Zx)))>V|r}B|>fu?mzr#dBWOT}wQ zh_rM{mS^?HZ7G){iG`^{&JPYgZ=*S9Q*Yl&Q9XuljfvO@Oc=o9Zmnrr6{6F$-dWN_ zL6YW0rq+p~qNY_T5CU1&X=$EhA4{qHfx?O)pth*ohHs%rJ5Hk009^T|BenFaUmVlC zSfWmnWPir5nV#}U@;%P^VTN1qMYmww&tVqz4<-rQC~*mEZaLL-m)3U=yQ&GbXbGhy z81aH`G>ZXM>9tkdzT7r~lME|rZCTnPh$qboO3kv+WLR*wMy1hX8m>7*Rpb3Dd-#=I z=vo_4oqxhRK5ds}HRaOC>_MD{;?>;rin)z@Y#kf7MFih})25X|73KfHb7Fw+FL9i0vcN15*ai#x=TGj^St))m%J(aon~wHVr0c_&a3K4W2?yMGS5K_573?pY{0 zt9Qq=zQzTv856kX;uq(5Tbsx4+dMvDqduXDBC58zU42xiXgzPQ`M~2i z9k*0WAmN(y5<;1h7=imY$Vn7vDmx!aq*?f`O1;aswXZJZMGK3RpA#=hGe><){Ie6s zRsnCDP*6>8Y#ozQbGp!@=8i{A5>{JEHGuA3mSpo!e3|;fqJ#qClFASITU)P~?Y)^7 zEt6`SX|XHBF-@~$nvQR9{5yX*9oMkcvYIk-vYd{i{9qmek&W_Qo6PR@8z%|M=q9FA z(~t#Db6s`wI~^f3{g^j-)HMZ~Y_SpQ-o+aXc_I}-py($X?cY3(Q#Tq`+B;3p-p zVc_&BA^{5G4`Ub?{rayinyL=^CAm2`q&Gj4aPhOxyE~|A)2w-U4Xe{|BSuB; z9UrhP%|ppiypm~&V(hkjG_Ry$Uh*S$!#9Y4byn&I(W#wZc=qgB8n?i0+RHJTt}4R5 z!#xgd45ZiC&5dWeM2<9*&ct7;S{1Kq!!*nvEV$QIQ>DEs)AWc;yK*%33g%Nw%>A97 ztvg%u)D-!V6!TJ%_a;C71CrNBs(b@V<+FZ0m76GAJdoeBFBps;aYJ zKkRK$Pcy2hZl}k?oq<1EYf8;y#`&)Y27d$B{XG$2%~Wf3e%1w>Bhv9lPuo)}IsTh#seb(MR_gTdi>uXfvxZui0$x;#EhH_O zt&sxoXavLeUqDo>ys)W{X6m#(W6x=U*F@VuKUPS;8|>O>KTgzWt2&EW%sT;E3LCEA zHVHCtl{2JIo0ELHu zB_^?FE6qQ~mA?M^f|7X6NcZOUiO`A9+%coY?F`fcs4~dl@^1>4YN~e52<(L-WW^SJWt4BFB(*j8 zn)EBD7=LNSipzYDUbvDqFX57|o;zp4Z`W!=YLhV1;lL1I7WqmfF_OzACDtmy=vVn= zy&6DL#4OGd(jxQ-7B5%+Xc6+Z1&HNo+)yIj)*zM*`io-NGNv9VZY3>06V5f{(M+aY z9Ci(PhhIFfjKCGcszli#$R(u{r6&c(dS4<@?4?9R1zX#-AKF~uyMWSYrZ%foDe`OAUgXDZ=|BF`!nnlD%nx;g0JRObj9|28YHfS@U@?xNC3w}FLbCh~7?ma)&A}Bx8snpD=6ekiC4N0v8_YF)(UjG++AOdF-tuTVHkC{t}aT5(OixR&I$;gWEXU4WOTz1@vT3& z2A=QJ;@XT1RE-ZXV;75|c!YqVBQ}K(u+P-eIM)$oZk27@UDse;*YKvW@lE${az^K2 zFf^Bd-&}N&$)E`>k#tc-b+r5x$(28NC(8+^=myb11AxASB)kDIwbe>DhyhbAg{j7Y zL07-D&SV4st>iL6@8!}gr{)tl#>0O^IU$ieCW0lszPo$fT51w1aM| z2I=}cj2V+62V1kh-9Mn{oa7&Ksz_@{!|fX!iS;y(@O~4;Ta8=Fa}LUP^^xWwQWJt% zQE+%>thgpmTyr8KWEdZWo2%)`Zzq~mA&v;C{<2lp06}g=Q5~_Gz#mDHqMK$2!k+3x z&+Lypj#sQ`C5-Ccymf=%KEaS^|8~*N9zq)u;RUDY=VE*#JGMXYz57s!n zz!C4t6Yb4w1w!%Hd54^{3_kbqnBofy32w?HqY4>CA%w{Rr*EP$54ju}JXz<~nuv41 zdcQOHJ5F4hwa`NJ%ZJlqoN^>v+@ODziz!uI>D~m{>?Z@#Al3vVB$Rb;Mrb!9O5Y6Z zv`gcSJeGO|Lz!GnL1)?78V8T#6lv$i&2ncjSP+3wR-1&VCXG5kH{IP~%TG&d10LQy zND#GiD3kc)3c&4ADm6|x1P5r{<$F(hg|ZLGi)2*fykx(7lxTV2y-@yx?JW5fjNNj& z)uM?oIR%Eyg;`trt4WxIUKCj&iNXk}DUXWIQL-y7Ee*|Pe1IQ?cxbO9knK)j-5WDa za;3Z9*Iz%Tq~Ctc%3vaKH*WNj$<}qZbVAttP91{d4B%e}E~Ge;?33m}b&l_sM#m8G zB9WcD26QpWJ?h%Ij(PfTnA3R$I5 zr=sHW#RR_sn!ic8fnrt}q1@VP|Cj`=n6|?)R~AOv&09sH2SuX$!t=jAtneCwwYdZl zz&vuPuP;wwABCKujlv8Xku)aHKsR7N1jdocpdYOL>8CfNW4c?~1w(LoOQp`R&^YTx zhFq8w+$nNlB@0T>)jy*PQ@JOeTlkhL`>OF} z3*WNO0425|jNkD?;L)QKVOYlapr#9A0iM%QHYDGm)=1kK#ACHO&CZ;lgqyO3;X5;Hq8r2gYXCK zhPqQngDt&hm42_fAc3WTU;xO`{3;@iEMX!-hAc8gxl7(aIx<$DO+D2uu=>uTyuk_= zG}zDrBB{V42M0gjy*|3GH97_up=&>D>vRel$SS`OB1$Oe!GTX!QsTXTvS}498vV~N zlbjkqF1i1)2bBm2wE{6s8KSthS4~nFD=EkWzmk=lC`S92vrMEW;%=I zCoF?bkT4ds7g=Ct>@-Y|5P(=IOY2yR6(_v`30Vkned{5iQ)mVr`U@Yay1Q^4dl>b2wKh){O(AEY~D<(dpr&BrG->`)Wnp~mS>8@)1n2f z^bx4Q+>_sjMzNH1XeDKx*u|y{8x!M`$v(7h+)5d9JkYs)1`P*)A5@&gW&Z+DAn08W zCl}RG4v>{krUk%g(dNyYX_27ZYjagACQ|C_YjG%%*28OjuM#SCtU)@2)|9?3o78Le zBbr9&p4FRy+->*@r^+v#7M=J!7_s{EMaS~00)Ub<2;e0ouUE=zp8bKJ$z> zE2AWVi@xTnz3p1j3W{-`Sb8)#86Ql=Xa;zPmy``>;$Q|zjL;n$IEp<@R8V1p!otGB zLiZ*)kr+{WrFS~JJL+^rE0NeH%DSr#N3I&8>t9lpR#HXh=7AbrnB~45jl{(O&Lxec zC0P2L_*_GR8bKua*S9`SolX%AU%d~DDVU3IVtMB8#QgyF| z&Z^h)hO&uvg!tXGst-@2*i;yy`6VJ1^JrwGR)f1p!i5QqC}cDhPk0msToK>{WXEPA zA}kaUniZV`8I&MHnsFYL3q2}{DcIj82^A`t<~+rFIYeeee5zxBsDLMUs^Ur>#aXvq z-_RJp990TOROgEe3!xUA4ntLew2e{|3e@*#`LhW|)Pa-~KfjlHA?OADg4s<_5d_g! ziHQ1zAR-DyrfcKtI;B54n*NA@l<3FyQ(Ke$#HrEDCwRz{qJ+dbexz?|!==c;O_70! z3h`77EIoNruf9P?DVh&BzlxmtZxbbs5j#G9g z892H6WBKEcEyFw8-=>p?^bwNcPUUr4ny#b~5Pidqw`2uNs`r*3;TQel;HC{wL#f)v z!oW$I9ugp!k;l%+>9Le*s*#lZ=?ErT#t8~oq_(pH6FIgL~SYX^2t(umEa?<$p^6@$nzw9&ED!KtsGP3WNFgYscy$QVbz4ZW1nx8dd^BiQnQ=Z^?kb7c}=SkPeR=CR?hp~KmFab zg9{4^SR|V>)IL9FjGWL|6KS(wSLeTrD_DKyGv3S{x0pb~RT8v&l4s|yi>BSW!280e zp(Q%&Uw{mk$=g!mA|DTii>h84nxd5Ppj3Ls%?iI*cK`Bs#KJwu9~mQhfHw|pY(l+&iAf+YC@iM9uPC59?1VX)prsiRH@cLJM=??Yw6Mx)7J))M~#O6X@p5|dGtqAB_;)+iq zR^2AC;1=v587z{Lp!Sn>(;+M~EhV5Zl8s4a+BwPb(I+$s$+KVvWGGdV4}lVn(dO3K zxn3~q=pAAu>9>(1SY?Ss3d9wU9vuB!4dLuOfbd!X9Lw^P^luRR9Xc(ApJaN?Mf{y~ zTh~DR^<6u9%?bMbiIJ-i2>|e7WD11NI>P8_m%LLijp#8i&jj`Ss-{)1u0K|l{BxbU zX_aG-5A#;K=c=@;(yZ72SoNM=m0C=y^LD3jMg3%GeeQ3VWTSda3zOE3WcXx3EKpv( z4;w)9V`Kn zC>f8(M;7CactL!IS$<`LFiIWLtO&jaqd>Q=pYIV|ZohBZn2Gg!pejWZRJB=ukJJp} zvtyzP!#`}{EqkqKfgVU|PC?Mx(oz(tL3No4nhOUWFk2So4-5NVEC@+zTU)65Y-s+wO`qy&@3kAT4aj%VsWsIlo+&zT3v z4W?ji{Gd&Wuc;=0coKu$Bo&b`M;4agoo=F6N@<2WVI}p?zkAm-l%XO7o86eL8N{%j54E}eg3l+hR8ZDk!qyu2P9j1 z|72^hjx>UzI)iZhC+325q5zOsL0Q;5_fe#3$XXSQUwrF+KbWsdlIUe>}8d3>I? zwewA{hJL%U2O*j?p6~ord}vPww-`ksfJF7ZJwk~N5)RY%$)4gAW0vO;RFj>0HCxbn z*)<&mgyb~4v#6?&8}lB1PsQVuY6NfzOo!|6djlRTPExX^03OH{1~+^8OJ%w}G8jIQ zm%_grYzSt2!VA&2AOl-6Ku^3vat--oZtBIk!Jy$csSr*lh)H@5Q<-30DkWi-f{=Nr z)Iw35B@<#@X_USwYY|r`YWRPf+^i&bQxoSa?Jm;h)@ z420+rnZ}?x_tem2BOnn!>nQ1fLP!Mlq(YFHA$?9{^mXc;so$^F^3B(aT(TqyUg z==ijgIg)UAzH3zlG0JhIIcAyl3ognsoDc6kxojMfHi6Yn{LiO{ukWA?)6k4j*5yRpMhzQ z%zCPiVLk)o_eT-hBV z1oY>G{wu^G(yt;8k#n7B1gvzDSyS$HE-blQ)~#!Px^9&ry79x_k^Pj|OmK|-kffP0 z6UP7F3;)3%ej?aOtGNrY3I!F;!5=0O*d=_}lk}Nu12NxW6DuQS$g>`HuGW zex_UK6@TUtrVE0LE~c54JROJ$aMypu1T3DJ8U&#SWM$)qMNU1oHMC+~cLVj{=WGuo zskF4gff_J8rE{g2&2 z#aC()_^5yZXAs#ywW!yG{Wplht+88J*@41aQt>y1q_yzGsbO>`XHy8E(tD^dcjl@YhfrIM@`A-eiyrLuKHNdAW9Qj!LLD+>JwS>c@W`+u;w zMwzjWqL{Vv`z#K95Y+wU2?^v8ncG514x-f1kswGeI{$QzU`o@|Y2rz3L%DGyxf)7} ziZoP#fqsad2H|sLrRB4qFDq4=*oO3#Er5WxuG27k_fo_7Q6PG6d08jfUn@itF0e`m ze4`R(VE0vh<2xos7DiN@`hEqLx*UNfZoJ0m|4O)DQOM#Do1%u9c#>LpES8!bHS7;&0oKa-$E z#%U^!!k21Bb*@$jmJf0FNvQ^l?D~88gdtCUCR^*Hl$ROhHd;FkoH;0j;T0^SW9{_E zU6QPS)*>+S5Um?2PP%g@7Jh!J;(zY||L;ACr1jRhP09DF^2W`83&zy)W@FGdwB|#5JS>nRbh&BCK=Bo4L(xp+tfFoJcD!G zqspT}e>ut>5=3kar0&O@oE(Dw^5WwDR8Zg^P(k6@G~$mbOp_+0lKG*Y+6!38REg@? zf1%s}(T0^9vKpxCgwg?{Vb9fpo*VF=FC9JiEx#*A{71RqzpX7b@z=d14zkD#SP2yD zB=3QTR6ijLH^nTfDh;(Ph5wyqm#)~hVGs1%_o7JvDx5nP!e1eJEg%dv#dvv#E2iEB zXV*zvt7Vm~+gn&gST_?LVFsM>PpcgKsJZ6msZ5dPM;afZvK!^{T+K`<%k3+RJQbpC z(nt~#FDeHuW&Ej$Dzi8#N#;}6#}E5d=anxUTWa!REiAO)Q=VTMu1_@0_>sT+(>)g& zt~omUpPfhhmK*;}&(nJQ^zT=1N-B(OvEiIrB~K2&qz}q{?d2p>X1pOYFWRvEq~t*h zqT&|%rX;JMf(C7F1$WC@x0A@IIB6ImUhcEBA$YR>-f3e81eyR|iXW2hDPk>f*nz+R z4v)2|_BRU1M@IE^V6-B@P~e?DcH_|yNFJC+w}%+0=@E(jJF;?$^+J&Q#Q_0Hb!u|a zn%MRiiZ#?&_2z26-;+Y-AG~k@t0NF)pl+f2*jk~UimDBsUj%uF54D}IZmVK5^|RBb z1Je%>M@TVVDnDlKT!H6JeF=^qawwI9o2>3ayR50rYcWn+egI4aBn4^6$%WRWrDhpa z2dS>EHfs9Xv(r(Rpc(nauT(QW`aA8V5$1oAyn>@cXOi!J~{zlUxG%Qv%{a_@a zLhGHDrSQkjlh+iNEOm+zHlK*t`~nw9mKSW-z~poMBkhit5xXSCoV+gz6Li1oYGE?h z4E~d@lNwp*=NHM&KQ?*!(Z>6XduBXm$>?`vhZE5xqAi4tR1yNz+%t2!cW3g&p-r30 z{lRFs96$fn_3+);%(jcHtADYM8cBc8Gsem81=`7~6yzlIq^3k>grXf*FdIU`O?V_{P&SG` z@wuHS{QyK-LF~m9mz9HtgM#zBjSr9Ty~8WEE2hrD>(N|bly4)jfs2BSbJXFjqvoKL zpL5%=DN74Eh^RB+G3|QvXBs@3;!l2FA3PaVJ&|2_XJpv1qV2qI-|mPv%NuQBLHm3d z!YgE6jm?DmJ=bD{JS&ONOX&^Ji5(qu=mkXF;B29jpz}o1yJXI z%x$BFi$B91vfUU-Au7j`|4<7-;N4QHn$lh&OkBF)+klGGrFI z=cd$vMb&JX7F#e_LmeSYtC8vO*hnaY5_1T-x3EQ3ay9Fopma+87{)axwM2HINF$-< zFEs0kudlKG+RqQ|5ma%7=i$3QiWj68j6){f+EK_d8CXX4bJo_4jYP^YKe2Db)MZPT zHpDFYW8guu*)S}v!i`syE#yw7_AK3xHf=wq*V&*^R@idRq6-I6$vW~Z+_-Ur%zw12L^Uaeb%e*lNi^Y0_mQTn z@o5P0F8O*Ctdv(7N6vEnmF_R~Vw-=FhupnMa)(i;PW7{6F6!?KKl_kzeakxD3B>;d zY2+7m(5N2ta6WSwMbfNX-5>16KEpV6HcJge=Q-qyUyM7E>?!Oa2p`q2U;RJ=Il5cM zc*hQE+ONdlLiP}8yS(6#M%EG3o)|X%L&gF0MzU9EzOt~FI>0z}ZI&6J^0S$oRsj|@ zyDi#l+oHL1xlrS578wWrTYX4CF>gV~F!6VudW_RE#CATaW1WtqD`JD=Ht#g8&Tp_# zQ#s>6N=_MP-nfo;$&BORrj4apD%OsuA9mBvFC(1zdaG;4LT3l{3zRt;`QsCIM5Xku zF|b>lpqbXr>5XHiTy3OKl4L{Vdk*Iy8NlmdQ1rwfmM%5ndP7`bkfvnB5 zFp~}JiK+PlsQ^!?4hz|cZ%`FwKC3FrA4R6nb7uY};~dfq?hrd9`)F{OZ^2`$VVqhm zk_@X?W|RwbQsa2=Q#y`i0|_JHv7>BY&gs(}*A+pH=_yL%@Uyvlvl$k>^LkaKO;~DN z!U%RY8=kTcb(nONQZ{&u8wfLv;}~Oy;@sIzTaT5C9HP8&5rSYN1 zA>+)HUN;_9l8uL|stsWXePA9e@=1O$zVak{lo?ce?^#YL{*G};Nj4hCQ}>;540vbb zfIYE*eVbv#RW?~l&UvTxm9cSqVkP^YGTa0EBI9ItyGwJD)e-sc@kzgpj~$xUv3&jf zJ-Y>glK%=teZ-KAcG-+FyRq8M%QG#5pGBX$A}m@};Jzvs&T z?YmN^tJ|GnW^}t)#N|IV-Z{P_4okKe?*dZ78tm8A*0c&zPwO~D*7;RK(^u<(faQEl z21P7f-T04!=EM`~*ayZVcTY562`n>AkJg9$gNV=tk{HGEdN|+sIe2AJyiJ$riLV2? z_9AhMg>)u$1mWXMAE22@WSx05{hg=6)2~=HY1nN01Oi!qlJWHSxQ{|R=3f?@ETp3G zejRsTmPfORnKt;z9rIQn2Qr|6exHMUAz&hniSh59Y4JZ&7vR0Wf1*ALnhzM@zm1(j z8jiIqT`~Irj=>FBpwx#YmgU)J72Gv_5ELCgs_^aychhU%^LX_g*~50S@3}3THc@(j z-SZ0Na+ExNUmXK|MUQ?j{nxkTea2^Lnti`irrLU_6PX0ODh!evb+1kLPQ#uJ1ejS9 z1y^clrN|dQ-A8fS6EEnX>Z@yh)r>*al~gXiCqBr3U8nhGz=rkMZq1NYJU^^xO@U%s z0v$$6O)_Cb+s#6sPurhp!O+*ro9~X8*2iMR@JQ$WS&LKdizbujRu?;GSR^nMJ^X3- zuBiz6#PO90#P4nAi|(27dboV-@JLJ*JRw_r!o4wga&~vi7SF#K9tQr{amWuyCy3qhCeBM>N$=pjaT>L5 zv75}l-!+wUK98xl%hIksW|86Dc<=PsO^SDiN4gvhw-gziVMb{I?Ud4H>aPoJH~X50 z8qB`S&MLF^H_ftv22# zN?W)0#ZEak%jgj~#sr?EG;|s^E&9Ij@)zeIkKmDHAKo){f7Nl3$Bd-Uudgh|ALxCi z!}{U|l--}~u@x^ksy{TnA;s_q-IzJ;8bzv~QNoylM{ap0IEw!^`gCdD7v~agUrBH& z{=!6$i*ZPu(r}Ev-9zVy?C`+@hQmp>?#IRssY89jCMbJ&5_~4IWb9h=l=X~E1Jv+B zMiw>NuMB#|JZxpdbP3w<58gc5$A%}N=?Cv)tz>JU_~x{{?1I7UOj;b7ooUZm2R&!j zCUwZvM|kT`qkpS-WRRIq2*Y#RGul^vuZ`_l{V;mP!}3N)QAKM(4KRR=!MR=y!h#OU zfKrm|ArULK8MWdu?ejAjqDNpTZM8&OBAqj%ZJJoargiDN&_u97t84xK*%oFnw)^>U zkE@!1W%Z=hwIk6?Dl`zX=om_7$H@aH%p&liM>jHh=q&7!FMtC=EcLKJZWMxq^fY2d zMnPn*@ROV~k;w>8cCa|hB^_Cif5DjPltwU}I^FoBl zz>hOra6)3|>neo6(~0X& zg%qz$9q}m`|5FkG|2o85L8OFjbx28PAEMI5w{67AI{I0D?ICnf5}eZ4%2&`iIZs=*LaOh zkG2JX2Cp@%)J;DqroP^+68%VjB+SJ<*bt`pbdERnRma?9<{d#S%_FAXuQTFq-J8bG zma+LxQ{QYZw0uDXX%6b0=+-c~yQ*gowL0TmR!Ben8Cq*ca5U!++jN-^)F)zqY`gLJ z@+Afe&>D&3`$@&G2KHTy7fxi#QIzq@87HIXuoSS;1QGX2xv{AVYlCSVom9Ch)P@t{ zhKCmT0JgjmB1>?|@bT{M%m_`kky`p+G~WLWBq{xn6N(v5cWi5?`E0r*;P#lIZw_0X z$Of`7WAgP-IX>%il-m~-7IN+MlV&j&BJ&?|u-UQq z2z<`$UsVRX8#x;Ph7qQ<8X%wbe5|B9DwlljVEwQeH9>^BsEVjxZTJJOGkU7rjQ$hO z=x(_2AaWn$Dr9s0rV3g{;ayYC)<<8vYfWM+ifD*=JIRnjtqDz6q|kA3qU}tXH`D6j zR481I&<@LzBvIzukDJ)C-!Z9&LWlWzLl}ynW5;rOTz?XGa2oD-Bq=ZaXEgiHVXj$m z#xTVgoz(kD7{RAEV%<0vUnog1uzK>ySsiFNFpWCO_y(V;nb7^Rz5S}s_U zW|MJJ9MdbJjnV{h9yj@$3(R($PjJDZa2_t~`VbrQIk5o)o89>$OPzN3z(g@nRAA!3L8k zg;&134jaSUFGd1bM~7j0@jj5>nTz9knnglzV$EAmV-3S9ilB3RI$5ZVQXlLT6H1-l4h zDjjTJZ0#;1{|=?ilVO|vbtiyVe1f71dPFG(<(y73X^*L*_w|!%#*~^MTcXVgYzjXQ zyDXn5S31)~b!KSE%K&ly_lW!Lu;1+`gIdaGA`yUAA0va6#O8l4>Ps&pa9SX=NAAqU zymNm8bJ#tXtu<2jSfbHesh+4W4Q12zab{?aa%6R#s%o?>a#VF4b|p4w|2UrP@TuJO zVcCe;)|5k@5SN}%lqQj{ffCpNT7P0nLs~=HvZB9<9%p7~r+5pTtq9F<3}BI7DTruC zM)`z2ptIs?D(n+z>9Ao&CtB-Jb*$lzmU*?-kJpH(k|*|65P#M1W**7t_ZW`tbk!j z{0$|bAJ~^gW!+Ld+?THSc1Gx3;3W?&+ zfYk&!^p^t#%?=5#=~2F!q4Wbu-vmnY!5w#11kA#{n6T905PL!=-2hmED+;5;70R?O znX&RjMB!-Nw&NyK?#(`cLt)vnWF#b+6@NhX5JaY%(|;_D4G0R8GQD*D#62xwKC(V~>zq?JYRimA_Zo@pyV-!n6m zz>lF%>->ul=Lz_jGGWyH2GB4gwrtW!uNr5Bn^Ep(6{q-u9!MB?HL(IhAiL7d*?I#d zV3P!{H;daU_fNV_S4R(}i5e0yAuh2_v}?xJCGs~3eElz6AR1l6qHbATB8J8T>`Bj;GGh2~ZZ4_#0*hgU)SkhW z+Zzgx@Jl{5n%eOAKcK)(uj8f@h(|=jBMPoSx-`jH6#fn&l%|i}&^VK&uO@#0xQ5Ah zWmMvVQt`pj2ON4Z7{;2BpRmEY{kLEi&04b^xq&8k8Bu1mmtjWa8d^Jo*ncMWV8Id% zi6KQwj6~E?`kKf&>4XYS00z;qz3=SHfJ_+H!!M)9z zkfb|{AD+f4A6y7jLohq=vGk*VerBF@Q+b zV)YZAn5OtfRxhAL_8FgsZ39p+gIBA?X6+TWtv~G+{e_p8g7(f&ss2+owo9E}1ro2H zI*i2s4ES;j(|#e%NjQ+(s|a0;1~1Giy`x&!L@Pnu_J3Vg6LiF({iJ{Wp8U3t$2WDQ zxKuP37D6q=_iPAa|3#+j(C^sl{zEHR*+QLp>2(oXw$OHuk=bkmLh|l~#R2%R-2`c~ zyA(LKvH6q-+aG_*kU!XDUcWjA5ub6j5m87m$@^iFV_`!tdhMok#JHHj0Yc(zyK*~* z^jf`Q{Rh;I8!8uk|6sJ&kj{tO)oA@zCr{W_yctRAsLU+TlQ>Xn*573R3#~S#`;^1_ zqy>@w=_Zi#Mv_Gq8pJ+p7bdH);>s{ejT8mV7>%;{v|Dcn__PMzVHp*KO5$i?Or-Y2 z%zmT#krp3G&cM#c4dounxFoS}d;8!uBDLL1Ax{rIP=hZvimtHNt%e(h11c~W5T6Vp zl$!Mh26~j*#$X4?sTMTfeuI@9UzYT7tA?LTuh z{HmEU^@a8g!LVgB)hL6L0)mo$+t&a4_I>e~@T7ahmv@liyW6l6vmH=-(W;>ivWaEq zEGm!i-z1fEJAO8N?dG*T2Q0_ekPJl`1O$TBsanQ7SpuH_DYk0IcZR{znx-mIPa%(a z!|Ui6G>5<6x?uJZ+yPn3=h&tEJgtvx@f@)5xzu!4L zH_&6omhw~XrX*m%cj1B0?}|f?o49CNpU98lsTfGz6yum1gPAIBlc|EaAZ&2bD`xL~ zEBY4R&o)h~O)_+1zI*L74@POHcl<1E0572uQ&gNf^2r@v|uj(77>*~I8u*oq#z$JnoK z4Svx*s3ws%-c#bcJzM|v9&W#}b(EU;C}}rKF?O?zJ-TzK?Y_CgxHHG*4oluY3*ZS3 z4(B=8{!_A>92ur?Ppm+5|kD)u$y_`O(4UYnfXNgQaB z5Am0IGvFFAG4!ACbI8y!ArEoUHgv{uI5ZxfS$2Y>Dg%5ZsRP10JI4tkH_jN^`}**{ z;2-)EYVT*c2UCY!w-l8+>>@vrT;r11i>rq&sR%oOW3au81ljEu*6H(M+>(lKU*Nie zg;+TcG(CL#+uOtYx=>#XGp5jhg#YbCspt+pFNi#529JyRkyqf|9EeMyvFJVDV09U0 zu%Rdt+30NB`1U;Wujypjb<0*L_7=xzx^jM5{RQE-@kJhubK*M>STJ*_Z0e)F-RGn6 zMrQ2F*@c_%8M{6%am70NY<8J&+02R#XQzmXu>g(W)H{UlHb;vaeP=Rlz8G$4AC1;c z`n~|fq8P1VKaIWbtz;H2+OqXOa@H3|P>s$0CUwfTGUVqm9tH0O4f_<1gzCL?4UyxmEhYW}B z;O2)S!qPLAo96mf@G01*56Qh0Gk`zHPSt}Im@FQn-lRO!G|M)WJe;d;z$Bm?Mm6d1 zPUJ3wM<6^;gotc&Mgm|HwX{oC-96(pG@m+Y6UkouR8o#)1j?4GF7GA&&Je>@{! zOpW`MW{>LDyhW!kY0qD}Mr!1IC7A%2PH3!nwmu=T#C|mMt47UN-r0YQFp|b$2de|C zP3h~pBnraS;x`*5;H@}AKdAvQvNmsWbrZA;s&+FL$HnC_e^F+} zE6kbE7ecKGheAU5?e#=QQ4M5efEWb|2oM1~i;)D3-i6*Xn5+|}2fQ3X zT#F6_H;0`@NCdnShjzZ;6CM8YK_6e=UsVi}O0JmI)a9M6Wo7VZX**9;b0G#XlMpMb z{VO1f(;e^zL{c-CPr5y6vS4=aCkx@YG}+OY54=Zs9n}$5T$oN3YYr#(%FSvS->+-F zZkO--0EUD+fnQ}zGG=4ZUJF!W3tO_tP8hP%!Ay@`Utz^bv<*9Q)4LHKj-gUyz5%M{ zvwC*NZKE=wsEPSWa3p=fJ_Gj~2CCrhsLyZ##b~wRELOerBnxhmX5%$LeMu6lO{`t|OD*HzuE#?K|$D#r|KmI+E>Osk^E@MKBkFCTBato$x+xaw(p z)Q_hwnN3)9y32s!hW+oDnPd-nuQ;l`k7L)w4Mvs;TcNHISRU?~S^rM_3bLax>)w2Q zf#P}9cGYEk5ij28TwSw#cdmD6?%NkpJafx0fc!>ERvW%W17#X>a;}@$&JWz_c2BHb z<%mEez@OeE|CdQ$dlu#+g=m8Zjnjy8^&e_ zX>rnp_uwb*JTR!S5ZZ0kvKi8SCS|FKT1o1|OtYdpF{Ho50g~#kEdT-MM zW_mwZ2bS3EXz?kFWTA6?J9AY3Y*t9NT)?Du{^t?RJh^GsfdZ5^0*cpN7;!=86nf#r zmoECC;iIp@a;)xZEEj5?;M4nO4J5p{<78S|&-wlrvA8U3mrAmeI2UrT>O<^|z=X`-~f}Alx<+MaG+8w8*)rQB7;(QTh{ z00bPXu249mzB#>OZOq*EtN)3{$1u=7eX9!+KJY0<9;d?+ERz?@BRsada zGmib0gnec=U^070IV<$$>ocs@-+X<#Pa*fs>Anu%oL&!P5oM0mmn?s>KH6S0#R2o3 zv4o>%R@W>}>mrD1*mE+mLgz%thUx7L(l7%k&hO^y7B3-yhMp3%?_a}A7o@K{Q+EyX z=@CLgc=6wMcLbcDByZ{s6$Fip!(tTjeX6MNK-Fg+y1wg+9|DI(Wna+x6z01x@bcFC zDjsYgOhoaE%2g;&Fk3cBc@$JaC(_Fh($?SB$1TJ22s;=KmA4TswIjCaWNw9P!v!#Q zgWgl9n0mg;6z`?^g7)wb2{#8wS308s$tVic7 zznzi%!3Q54Imp5I#zLHat;0OcO3yH6=(nAm*wH50-jPSu)%M+oSlF4sAcq~Q(6Hl) z_RR@Y_p-Ii zK+~>UFPKgKg&Qv>i37GZvZoZ4_J&+b7yB$ zn2Yw;!Pb$2vGBq-hQYC+cgeDt_UpP`3XCo33Nj|vz>64LH>9(3S&GZ{t;bFDXHL+H z@Dz+*76YgpAH9&pCa8T>ze9Qa4jd*^-ao>C9%2}|wh#?_I{=Hhkq?nd4ElmzSR1~* z>#j;Lb%=}eUh1#H-9byUWml_B6!@GEzSJwxG!duJ)%jaIF|%9f+E1sNaJIGsaC|BW znr=P*5aBCu07f{HF4`pYY;74FJI(s`LBvb=Gxf7z%KN5|e7ekMr47VE>#k8VkgS|d z_wQi%^H-Kd$4DZ(NKm%OM1j}WBtH^z%$vfm0ok;EK$>W~)BGsD@&lHXC7Y33dzyvj zU`@F9bvTXL9*UqrOPX0_$q15+f(7tCCO@;FdvqdnMlhzQu}2t=iw?gBbw6Oakk4* z)yA-!ugiw~Wue(=(X@iQD+nbSEW_kVVf)iuxA<`JX7i0#eR?|2u?Bl zSb|h!N83ub@86AR4rFj1*84gmqT^5s-jU1UE;ujlN%@E+1rBG9r$djMa8|$M-X-YC zJ>9c>8)3|J3CeLfuN?GSx0YrY8M4>u|egn5~=1XHV%~%gL?&rq3AUCnq z3lOAVV~M6K9WuMT-I?18L$luZ6$(oZVGJ;4tZ#im9yU#^)O)}t^X>cTtH`-1qw$}G=4azIoH>0evrr@4&}=fAJJZeIUZ-H( z&es<-TW@n??y~kMPv(4ml!u2Kbenvo|7FmYiA1#Zc*+My=;Yu01SVGNLoW~9KMNQf zpw5M!m}0VZ>yjbZh@jJiArzodeCh2#V{BoIK-$fUdwU%a+g%mz1R4zvB9OBwfUtkN zpa+x|LZ{qggjYm4pfzH_fQrv@)A6tUBNx*N#2~*Y{?w&~3%<-=7H5K7%)zz7O!(G> zpqO!=Rz~SbVsaCi=bB*0ALEp8Il%pp4@^NvN9xuy&T+sj9ZmpRiwhB$7?W9&Iem`V zw@a-uuI2tNeaq_YxQ0CgXFAM}QtV*tl5{I(F=Z!CY!Z+H9-z=)u43&~v>W#jSp*0L zO!L8iG1?uD2-g=0k)#kl(Q4`H^^H0Rd1UA@woTLqU^v{dwE-3|^-4(a>);JPp6aqT zXJMK6^iotG66m6c<1xaG^U&MUwfb%jLy z3t&cKk{HCdiM7LDWxFpfk8YybWZXVmpMB)Q1xKY4%Jua>p6crmx)-l}8@Kl&?y+-z zzB3`%c1;W+(b{E6CO6+7G!=`Sp)u;YKyY%#^E-04hMx9dk()pnho@h#;*N*;KyO1f zdb*L~*PPNN@nsI#7y`(`Z%3p?=k!XUCk89lR%C&T{~3gTz|_CP=ieDRCEXp1waPbE4{ zfG{62sUiNv{-1!pj;8>e0_#wE$!9vG`8(@29(v^vV5SQ-or2})iaRc5kAzhCI zfY7xcV~o$6O(xLYg@bh%@&dSPcNo10m~qG`9HXyhh=NqP=0YOYemsQhjo3g0mdI`) zzMcezEXj`IdA5)cD!N%Y)Avup(a3)TjUNlNH~!;-@BM+EmT_?E&$Fs)P4la3PkM}u zT7JiWA9K?;$*GGv|CI?apmO>T+^4XNA6&lwm$T1##`F3djy^Q^PSih!~CUQbS+>>^4 z*4U>lLcb{Nay%jN_=yC7|ksf0TYF2vQ$u`1Vm!(ypxLl0w_W;i>7hA+V3W}tN;Oo7_kB50u%GK|6}HV9dRpiIs+{E8zS96i9t zu8%5V>6iZN_L6ZFOtd4qv0zu5$NCavKj~W=P5RQyh=R^wJd-Ylk`p=UOs04j#rHI$ zdxNuW51h_K`vJb7nx<7ERO+v?tJM%(?7p60#v4B>xYp@p;_-!rsG`u=atFRh%H;<5 z_zWODlc8clgX~iD0)^MMfg|UF?)twIXOjQ#@KUaK@0Wn!dJb6N-vQ&WrmU$~z$}Nv zAoK}_k$pw~%^~(IBtFNl0!L*a*$lYe0mY*cWznO6rdJp~DHNLB=>}u~1_^F+yxnaH zy5meSl&Fxip0%<@x73X|lA$dD3-u1-nyu|*EcexGU#4HPD)rVojzAi0ChhhPV^0EG z{1XP4Y!4hTWJ*B^de~CnyU|N#?M-Wl(L>gG6%;Rg^$Up&a6E+ z570=29!P`(eIF=EQxJR+OM-&P5p(afzPHST`sJu~n#k`~7+cXK+LL|LiVvB}sb@3| zTIOR%T&Tcua_`;_q3k-yVtRux6eKrjy%_WaeP@yzYxV>xL!=T+AL61H+Q4n8cVl1r zBo@`WA=^;7-~)X^nvR%9bsF%}L!>BUuyS7M^$FPN<_X~AlySI$TVFN-pmUiMzwHZ& zv}C0vw6xxFch;DNewnp(Ybc2T6er2`4Qd{SPj^SzgDN|{2o)04dzrJs=l}`!MwtkB znNkbBNysH1s}*mlo!#}dEzf%A!;SSBo7(iv}ce*>N8n{l9X zYpgFw(x~W4WijY~dFmQ@<+qT3lfOoBz3hF9ve`J3sG;8kprOQ8w}HukqQ0B%d|Ny( z)Li&IHXzf;MkID&Y7plDp6EY2KmX+1cFiYuy$S0S0(x7_@CbzOzp;h+|8@5za8*{@ z+wTFy&=AF`D~gC*jB8>!U?mEfC@N;@O%oAtKvIsPQUW5JqdB3HpeZ2=O=@Mx6bK3) zRKx+1N<|0-MTJyGk$E`Z^X!8|4qf{X-|zc<-EJA2^S=At@7`-Y>silQn-*A9MjCaszNN2NO`X30 z+$4NU=didvdhD8TA5S38@47$u%}{lF!+Y3lyUUXumTZ6WXGOmFmyn42sCXOR>D+GFr+E$hlm~jsmTLL z7=;Ll0l%Yh`hn2+i5~J4CW@jnP@N{r;Ih)Y8_uw|9rO?nV<^OS55sYgm>NSL5^M$z zw%ftrJM#6DNtx~xpA-(RJ<5k4rBkL5I(orFWorh(H0(^|6q1V$9%0a|1=MxQ1@V#SSf`06*(#-S5US>HM8&=$e)Om z%fHEC(Cj}W`3y(hRx;5~_zZYvJg(_CBCy$u=?KDXSSfX0)!H~UCS>DA-fvn5Tb*sD zuK@F`kj*rGK?HtewoU8^d*Y1G$dA!8hSBomgoI^jsi7)O~s zQ8KdD0j~r7s!uIy_xfbX>cZL}o!7&wqHEv~;?ePjqAZjZExV+C<50n-wOQqsX^Tz{ zli6Q9tJ2zW053x(7ZNMGA~f7kH!Mlr0gyg@ApY&1{7InNjs`yOs@>dOF!Mm{DkQW` z=TvWTcZDosaC+1soKEDbjr&M|OE+WZy`#uZ9TK&?tY{JcKPtAo+36&{0XYm*$1E_!Pk%3bG< z+&-{$_dbz_CCSKk9>C*Z4%ZKvjG8AoVJM5CM3Xf#q?w>8k+g`9B~o|uT36;Ei5xlX zb_aMcNwVjig_NeUS<@D$+6&&Qtwm(Z>#o`YA#V=~5>PSdqT{Ucit4s#fU!B#R}XXT z0&v%LoRzpZ&(!^fY=_nZC*ZOUm!>$L~C8|A53E`fW zQOi`C3NrXK4Z3GIB)DeMMDL=)CPpShGG94#H5~ZU*j_vL{JEUtx-o7eyPgJ}geVWD zALIq{>6n5lTjZ9caJ(*5@+HdMi-#p3$ppHj4czze^Mjm~q0B2hrrFLz>YSJqi8jzd zWe%>5mt6Xg)5rPXmJs1-&iq@8OpS8A%*dj)E;e~?>bM8FCn~!|Ek&cS(P+isbQmes za*<+%%842mr0jf=VPJf`3~;WchD~vpe<(lPQSVFUVo$b?HaxZUvMAlHwerude!ykI za0}Vc8tkcDdwY;CW(R|l9J;_XD8GA2GO~b6Vx9!}nshI%Ih+%fG0KM(9_%;qh%q6b zYiI~#zbS2;u%y$FwL#1vA!ja#R%(mdL_7lFqkpW?wQTk75=vXvp-%a)T?S%!A?!hg zzUtO2Ny7|%!w}(bdJgoEShTKNQ&Wwmh#Ca4qQlTY zZF}a!U0H}Zkexd2T1t92MzRQ8>f_Oao~@P{-DR%upTNbiaVxy<&i1Z)t$lmY5@}U8 zkX)Q7}+^Y1o(pKyKw)J_(Xl@cE9t8S*s@4JID*2ErPf$uRhwnv_Hs?INU{;Gs_avn+6 zeusLy@WMH>l0VT4zdC#RKr?0DmYQC!-l6L5{0-9ifmdgPD*_gBO&BwGS1v+@qD?sv z*xFnX4gf+0!^oPM&0Fum&rstOYFTxEzqY+~{V{ri=DNnRLR}=+4(48M7wlsxhD~oI zRGs#{M`oxO9l-l7=Wi;-CA9Es>OT=f=foe`j7!`d9{-OSE$(06D`YN@>ICmj zKTUV&8fGtD7#r2BT8?<laGuynq-GHckfby(@KPKjlUNr(w4fkwjF zMrny|qDqLjVh^=934*v$+7q-Vs_NqYd$yo~GRqG2PY7R91pX%^Oz_-QuT6!nOW7^V zdh?zOI^EJT5(kyL_n$Lz8n9I2P?_z49Yf<2;2y!Y$-c|YH$v7O);va(6AiY8y}=Xx5P-m@nL8CrcK zO1q$2A=)58#dL@geAQ06h53Wfjc)Tsy33W+@u zecq!A0m%(On#~SUXNfwDTzJ-m(>FU9S%4nn>vip|E4>=EZje#FRrXx%yk1j$C(epa zcF_QfxGQ+=&X)LX*+}Tb9=aI|1@1$25BVt56eS^=c~7I;>hYQ zv&j#Olcj}OE9Gfnd5)!Jw}#1L5ABCNOV;_)T8`yEroiAFqGlj3|F ze|ni+Bjcw&uR*QvDIAUWjLNqZ*CJoYOVB4N-d<^D=9&ZE4kg%v!h&!QipyakfjX~G z&dt5(IO%#EX+4CDFfu|+H^ZKt0qt=>1p4WL(W1&PdCZtisID-9>`d@er1lxNYLvuU zCU3lqK;Yyt8RCPrW`JsvnH{)aY1?{P+P>lX@0L;~tc8UJgTIiYk;Y1~s%%R3?hc8s;!7cfP}Q9@AA+v zlg$c6;+7D_ew*~&_d5nMAuwf@aFzlRbyM&(j*cymk3%DSsaNq{t^)VW&Pw2{)F4?Ol{eGlTx zOtP5xPEiLiY~!?ogW=v^62$bc2|&2R#>}=MOq` z0lWaehnUw?iI$PfvfFP13AT~#W8lxnE}aP^Id*K6z$OUhx z(hD3Y2b;@S6>(NCUAdX#fu<(=nuA9Wx#Yg_fTPT{-voRCS&bQb#=!wi*ah(-vNUA> z1(_+AuqL{#){!=)70-0k9>yp5^#gdA3u`Cq%*Y)pi3edACKVu({)eloYvWR&8FuL#TlIY zxR(8owUzv*-|?;yu1$YF@900YPd?t(m>H41;bVpvyQRdLq$|?+O za^(DkULzH_Z9t@aLJ0M_rI~dHs{w zr`-I}`0wtcGm(ZHnB0!PmT>*p(%!|_7MgYqA2{S6<0U=l(@yKk=k-rmsAW2Izn)~; zRhpk!+yM(;ZniJ**0#*udLO5**q7sxR_z;ZUOocNia+h``(B8Jk@Wj8nQg4heQvew z)X(S5H@!8iN(!;akGeI?&fLHxKTMjMYrVP5!4|%yM_qhK%pMB>)^PXO*x1GM`pcF~ zUJ-6?GDPO4rIhDu$@7&%W#7$79_z@S&8+dW-D7UKnfV>9n8h7qVv`a1#mtP7+!v)5 z%jDVxdGDNEwtMF!x#fWi-NKY|+r-7TKnG@U3{E@Yl~4nye-TeK&B`P#QU7#t2P58C zCP!X0MwY+0ck*jPWO=#Dq;rWu`fqM;f+P9W@x5vD&+c4o)EQ&lecM5@IMroi4oV|k z<}aTqsvJ@BhdEnmL-NDU>&zcHEpb*RZQD-uAbKqRF+FHy$7Ukk58(rcagWo+_meAa!JHf8oe`P{f$F3WG=psW9( zqec-elbpJGY40RBPx4{HcbY6}xAD~k(>Yy_b!RR}Lt{Fb>)CEwt7E?j?W|FbXLh(# zc>7JZVCtqH3=ZCii0!-IJ{@ba!_oJvm&_(wBp4oxx3`Clg9Gblp+yr7T^FNk+6q_< zFsp{h0d-5z8VkRe3*Tin!5%rW%_p^Z#8x&MWUprFp_yqCB~$%Krv|MJ5*N@5*6F|A;z9Te5~-tT&In9v0eIMxK^n%zybSRxtTK6tE!?d`WGTFf4AL6#7|1@Q^*zyQ<)qno`U2v`9v zE$yB9K>$AvF2~p&!^3QBGs7Ct6FwR$3iuT~m7%T9`-^VPG!0HNUE?0|YCEGJE>6^$ zLDFKIkY|XOqGJM)Ec7f7oED09`1_4~ILy2F&rNB%!EiNjYf62*LhN2sg5MuL>C**a zE}k2|K&dr-t1{gygr7B=FxI4Bzp50B#LRLaW@z=2(IpKgKE`!C`>O6rypv^Q)fV@k zF5eYR(I52k<|*bZsT|=KKf-Sve#JiOJQtAXC-MZYRrq=Q-~YhwUnavrW~Wfc-K=9! z`HZgLn=`Bp7;5{P7{vtXZ_xxRCUZiWO3!m*q8rP_D-0%fah|el*(*tfB1MH@oDt2q zUQlztjS`|0*l!3$D06^VGXYvHB6pu276^oF{{`bVvTJ8o?ZlHUFf8sJVj%9GDVI~& zzB6jwDC)Je>3k3K8#uqLsNFR|p zVv}6s%R-MkXPz+XC>LN&5FP}v3N;1{_so!5k`TA9Zc~`@vWPLrDX*Q4lpZ1;8LHW@ zx&De2my@|M!q=cdM-qC3y#<>2uVXeImau^i0%f6ys$xch46d?ix|^`O%J0}>eHf)@NF&Age)XC5`qd4+zeEuwnN4W@F6C`u!bYge z1;mc9LvRH23qq^gY8VazZQH3jG$OEg2#E9oGm*rZN%pj}4DeVBDK0?rwA!2=8Y1*k z9UCt~&^mBpKhufVVFHDxVK5DiG%U=+K6^s^HsI1;GG zApKtuTH&6^Vg(Kq<3VH~fzXvE#6#=34;4OO4b1FZ@g;ldeGqz(bb#kHgQ!-r8;c7; zAIHwv%qM9|fN(`9Ln~jSI)QZpA0SPI4LE^Dcaa4G2r`)Oz60*~I{rgQo`}hY@3tL}<-x`CUg)TrhSh9ovQwma%lY~eHxk-16 zbuU?N#th?ubK7Kih#TM}%qILa9YR#cXqn@Mm6JU#{`ivI>|jg??L3UP4kWX10`yE$`6GVEkr z?Zy3Cv8u=@yLDXNTvE$RSYnN~a`A8<5ImVX0Trl||{!`oA1H1>bb!fDPzXzPwj z!EPK1ZjdAg;L?%DrV{e?;(>64z8H;0`ph{*BSr)T843-|jE zCJu$G7gm-zl#hV-T+wszJ&9HzpNbFAL4u)z$w(`H>n#KmAA^(HM{=qtfW#6G0D>0mFPo zoYaj0ti{0b4}N0tRu(ygvZo0J3Ra=Sx*58X_;SR_aYd`)tN1QJ8|I>bfhd_k7;}is zrBh-;YF0d!+B?<;SgBmFShq^Y4#?DBJbG#$vglmJOzDg%8ZrSk!_4+KvN=Rsa^qLE zCUkiLa)!cYK}XK7B$(Z z$^q>J69TRRc9Me%K{7&y{V8KELgdgv#3PG?awBSOH(diGs1d5$L$M`CMFHrEfw&=T zHOKQbeWL-_ygMikNo3H0<(&431POBFq_}2^OQHmvdbZGG`AZm>wB{X+I>+t zexRf&0{6!NV2Iy==>zD3F$>I`XtB3qbpTose|Gjm^#zeWvEH1%2nq#cI|>sW-(CX1;W9f59{H&L28kQ7YXcV^-#2_n;5Ee;3$gb1p%J_DuhwLxI&!UFobf=}7cJmLUrjNr!LPXfnkfh`PBPh}J5PBv-5&$e4 z3U&hJ0T7nS{ulzCKs!8=zR6oqKh5zUUp8Hd{^(s zSp*pv0|Sr^27 zOQ6Pz-J|E~Ws{f4>D318HiD} z8DmlmWH@z@s4}1XSSciu&>(Kdjs-~7U{s9se*_Ie)EkBDfFUeTGE%ozz-c;YxGzXw z2~ZH}f55!47dK5Fizw)|6P-1b?*dJ3{MR}O8BwdICZ|~E3%hbW%!<8`V1QkQ;bGto zg@2b1JVa4A&AcywCF?GjNxry=hc`e(_J|1BD8yY1(tVr}Zg*$o4~xfSc?c{UCz8B2 zyk3~Od|#kL#L0cb7hPHzl-@E|5jk-EYNWHarFV})&RdS$xqIrkO~mVYFT)K6qtm*i zN63gR3(PINqb<DzbSrB z`-xId0#q}|S(EwxVYu;%@ngu2!4V|=^u^RhlyxThjE3>+`>}T@SYOIj;Vb8z!g)dm zTGglLLk=sK55W<5?%&>1oG7=vJN(EIm`AH4M=+ZNk1Z~7BD)Niu`)}Zq4)~fS>Pkt z5Mogj#Ct>L^qH?Q7OW<(C0YIA2>s5`_~E57GFt=(aDy~ZnqUj?t2gRJ|An|o730P| zgwKGm#IA;-Y2|Eojb$w(q?0E)fvOaW_D$G6=XG?jpO@Jf=@A7U#49jDLXP`q4gkw1 zi3|^6@r{lotk-$Xpwpj5@Y8z^HT1P`j!-6OM(;!M$ zm}k#*Cp5!J0O(61BsR=GE}jQY_;C)k)M_#{T>z3KKp(`)Xlc{~LuwxG4 z@b3Zx2LSopI9S+EM8L=yw~zDfaU=nt^#>GXSs8#=Mp{!x@CTAGmS7Unwe#SSB(8$* zfDRo<-_G-znTT(}{wK*j{KB!`Y(DcbCT`G%(UFkO`BV`Jqs&~)R`CDn^7U&Gurd(t zZWt;;RM|Gsqut7IFV%S5CyXlXT-laK`M+%QO3Q};c_72ZB$xGO4cGa;PG{5_^%{+OT_41Zx-Ffas|FcKoTF7pFs zo?tzgWg zO9c0@=F=xy_#51ZR;w?>qAu>clE#4UGw-VBn);xpTRYe}PawMP2f9avoEf(4q&!0$ z*8@Okx*f?Y#&yYe6eHkezbxUsV4QGs*LnFpBw=6@-B82>kHAE=8xsns7C*&9pMC=- zlT6YwGR7T;amZLRsWw`-p z+<0BuBgiH_TyP1hdNQF%WbX$b=sVf|jOQh|3EuFy5DQ>~(q%yUA#?)}{-ON4sR=FI zsUQcq#NU*OKnDrCaV5YH`h=gZ1dQzL=jRyBh>|23N1zM$N35EUrjjU5*rWHS2pCd= zTrD}WV8Oe=-XV(B8O!_?a42+@qRIfhEBaW41~vijWz6|QE-xSOqQss)Hmp_X84QJi zBUBh^<-leqs}am1xMqS3bF%KezLC)hhwn@ zas(mPGk70Ke%7ICG8IpRv}=R@?SV=T#(!De+k!(0Me{%`$VpfSr@JB94l((3IWzv; z_EW(NqM!+t17INRrt07b8U)$2Ca^M72cZZPa!r^-n1x(xC9B5)#T?y-E;B)UgSv)0m;ohToqe#;W^h;VC@?^P zS}5>T&n8EQRPO1q$1`Zb8fOqt>H(sOIM!mF`lB$2_mKED4Et%iee*~+bR4yJ=*r4b z==jv{px*O!a7NH52wn%Y&L9arVgXVzk@^&gYY2kn&~Ihx%C`bmP1q|inG$ix+Qmk} zbogoKbEGG76)`8^?DG;K_?}DF3?75NeQlWo#mV>+0wL1bF{kE8Z;RwA0*0Wg5HRng za9z`EOf(c@ae3xp2W)dUL}0L;MIBy@!9#f|`cln(pfiWf(f)Z{6x@MXL@4b4}+d*QuuNvKln^qIQx)*KIi-5t|wMqZJ3U$Dq;LlE(mlj2B@y z`}OO$Y^KHD`=fqA$E8*1d6oeW;egtPu&ksGLIe#F9)&-IGp&bk#8+|7ETJTl98ZiZ zQq3?w&>a@Sq3eO}wjN&`2e~G+zNTkyZo1UL$Tf9=cTd-ZxmGuREE%|c;1C!%Gg!C- zt%tre=ORx-ouJtobs%t?A|Kx+w+B#W4;Yu|*zb+WPC#)`4zF^XtBpb*aBe?99t>j& zCOju*VGwL)-_>X+Sq%LM5F2G4fJ%w&U?52R=ZRl7vSAw&-DtUeZq2Z*FrWX zyaWk`HiisA9~doHW*+jagR`pRKs7#%;pkJ4mU!91CAy@ zc!DP}6$w4!2f>Q7%8&XC+=WA;Len0yb>Infk|5&^FoD!9y4Q;11kmM3uxiL19;D_& z5aV`Gs@h+fVmK9NF&Lxlod^+pJ8fDwA-j}`8aozB0^Q+%h{>>NNV71_I0JR!$h{B& z^^@6N?C=n$fy+Wrg@;5K2gXShTZ_7qAQ*;jvUBJlhAav=dd$hcC-pO3bdvNE!Wd)Q zE>hgiyh0($MJ{y+*Wfc4grvE%TOqw}Xl zo^@NCiU0$F;)8fGbjPi27Ur}J&J*&by?O67t81Xy-D9EicOyQEof(yMj`Bhs zlaqTVCC7J#{zN1J`PG524rnm1A;#xXvL`dykG5<1IVg=J5WO9S(>JkuhXk^eau`Xn`BY`#&b~cBO2tANDRL#~ z-zl&bP9$;bKSx8;w-I4RSl%#RX~hAF;?ycRS|AoGUY$nlu|TCESzvAt)vqCTwLyU>Xqt1SFem+geJp zQ4O{V9BcE(^xpNK~8D- z&*RJ?FMJNt@(Mu%GJu0vtU6l{38z9x7j%O4gpvx$O@yFqk%RmJX*A1eI(xr3TA`uj zk-KE35ki%5rrXsoi$D(q9V&qr>_&$d zcpxGgT5h@Hi3PiYeXh%u4od2o9a`r_O-GJY3Jy#kCcAi6J^J6Rr{a8fI)M1s+$UD`1McIvDoo?t=~5% ziGPDiYCdt8Ssp+tMAsc zo3H&39iR0O`*9l+TWJ0TR+YJGh(5@dFJ?l~ZP)P(^5OP?V3L)sxv*@R|Gd_*=g-dC zN0+Y7T<*UA>ME~=QAiAApV5th=*0mkm)@|P6zG}B=>`}Gg4UtAYundgWHMIlLu*Ws zT2ML&CeWz|Yij}43=!@7>LC@6q0NElZk^Y;~8X<@PQHS zc^)Q)EWS3>%!r>mf|m^ApCIF)@V6;Dr{v3E9WGLj$F9}c^BdC36P9Tit#j`DPuP~pl1;FBtf0!0MjmsdleZ06G zG&0n^%@kan#`-<5i*dg1;Ff8?yU0~&=cO#Q${zB$u(fmnZ~&ixjze*pW&ZC4#d+VS zy!5|xf>z+;*;Ilx5=AKBr@iT@0jc5at!brdW$64I3CZiV4Jt z?@ZOnroo0>1g&4-<+-gPVI$infFBfLFt@NM^u>^Hun-lARMf*}ql#44Rw~o|L>i(p z82D_!Ix3YRlQ5itS_}JL>!E5|O|L+m4X!m+C)5rlG4|V%Xef$105JLV2=AGmQM@`M zWFWhfL0<#i%7h}9i@ib@BCpP{G6;5>wNMmqqh}B$HGkHVum=uq@s@>_^v!fLJ9-j4 zDWGHS&lz-zKkK5KgCS@&Ar(P3SY-DA>1B@JPDg%#la!m%8PlaCm%4Q+7&ynygVROldcNq|T@jYPWx3$gm6RO{!Aj;44Y8WI5VYm6s1Wur)ww6!J) z%Nf0B? z-4)D&4c*}SDRGExHF1(MU9m0aWBowH)F#^r66fuT31O+uNyf^lx?g7bfOQhxiNN~7 znYe1t*TULJd6hKZ5Gb9Cy;@svO8^Cv?LF5`Hiwl%0>x#)F4zv(V6)Z{EQmZ=+;BD> zTU{@Fj_a=PcPs?S*db7%ZDfLq2b9eCcKK=gff=h#&Txvp99bV2S-+&BcF7c<<6WIg zPdabO%q}&caYN4*-aKP^##S1oT9YynC+SPRzs;7TcJBLyE zpws!7ddh+BR_)tMfRtMH^Y6K&Wh{6_Vn!O{1I=yP)d+dzq;I;len>*BSP=^AyLY&w z_UW4qXU86207>4Nn>L@p=Q!1%wT7urvOhnENVA10&0 z>NtmUu2otVt1<`*QVebznks*wJ8odFSO86aU{IEU4dxii7V_ew~!JPSSxbib?hO%kJE>P6q zKG~r`>4@y1BN7DA%pnj0$Pa$34~m=;Z$Mp2NW*&yO*?Kxc+T_-G=@U}(Z`r-rI~ki z?R`cE!+>X)AOOMOI2pMi6jKOSl6)=<9gcQQA80x2wH^>l_dK?0bo+y;wZF5n)c4-@ z$W?7+Hcl&=$_}ZH4@^0ZvKt@#*(;B>phI+J2mJR9{Q0~aH#|Ntuu@8FD9tWLWxT4@ zWBP%GsXYdNNqolCGtaIAcHz_S0sT*$!_XhUhL=W63_N{0Jwx~7$#;hnI*EiPAb-5z zEQvp12iInGbjPnIn-AVi`HX=XvY4P4L}EhU1pmP(9z_C0$*4l*AB$nT14|~cfQCeZ z`d@g{)oU2LYbsCx@^e#`f|&YQS3=JVJXe zgdL0m9pIDreb9U0<%Qr|Bs2`+{Gbv`d6h<0?%a(we3Dj7L(e=3T8xv!C_2gx6+{9c zKiW=mW`Nddv|+9Joi`EQ(+MHoW=uf21&ldj0px`@!>NLr2gL{$1)CvVwNtoRu70;( zy0x`u`*?qX;twA9edYV+Nj&(=tK|Hsdm&q!Sy8O2->mZaA#~*r)Aql26$Ml{Aw}_N z*6_>CDBvh^SJb*kzPYTZHs4eI!Uuq*xWYr3SgCaZH$EKvcDMu48x=3Fd})3VRg4RR za)Rr(x>c{5&^#XDnOt(+6&(Df`HMvw7%KTpaB+K?>`l~{Q70jAmq!iro$BmqWcF?ArnY= zyPX-jYZ4jQ=Z3a``6AdS{H3~4P@gu?^N_`$;qr)*ZoCv62)aO! zo?%?iw9I5sVbCyKGp5%OlDF9{d~UEQUX_e*+PRxx8j#D+p4-1Fg^LvyilKQ#C{xJ@ z^nW*}+`mB;1LRjYXDGKh zd;*)Y@_%CSgLfd|kG(CnAt#Fh2n6idA;PX8E}T={7kH@y2{20gk)~v87j7J|*ut}b z-xUG0=zSwVDdSmeQ1Ihe*x1epdk4S$xUtv>vjXyw6&A=hi0IQ6;1hfF1KgKyCxs>i z+ZUi6ww@9*{HMs4`hGwJsId>NS^Ny*b_A}lP)KTv9S$5veA}j9L!~-`-0HqaRIJ0} zLWI@<=f)7kfl)E7vb9n}+as*p!C;*1a=VF|UU4vaVj1S5Pnoh<-peOLook1d_y!832 z7YROaJfetJE_eP!pj}3l)Fs5R^@;qegz4B@|?i~?@A}`}w zZOWnxJ3;~4DlYdIT(gK08D3FqC7e<7hIr5|4CxT7x*tZtk!`j%rT8fyWGMlxaVYpfJz6Y_5 zfG9LewOTMObiJG5zN&0V;%L0eUcqn8D@a5|o&|_DO}e8tBS^9>QX2{y zL)6?iWN#0o*WaA=p?U(CUi3i26k#=~Ct7813*@U)kMAsubISnofrsxDBHmW>cp%tb z)Ynmbj|JK6C!UTnJP1DUuawT>)g!( zTj)-Y%R~$6*HNMF4$ZqTw|sL}&U0gVF+Ve>;eMe!@F%KW`fvYM) zh~{~(O@Cg3w3$ejDon7zghz}B<;ujOg^{;Ifd@?8H^ITDZx%WLeKFg^qO2}}iddy> zhLKQVr$a<&mg1j+0LQjMxhMbzUbk48?%)a$8-oHYN&X=Dj&GjzBy%nXBQ&%!pV1P| z*;UB!>Qq~T(h>jQ#o>iw4chF+T!V764Wnx&*k@sv`V%TZ)V=5@6mM!=7=YJmEHk(U z1S0$}StmG47&RI~yhgl?^Vk4_(g`ft2LBo~S%;pLs|mp@(@-GLLDj*vHHjCFQ*t#g zo{kB(2k1A;eK|MjMew!dj(r3rhv=#x$2MIh>xMG0D=Y|h-)c(j4%S3tH4PCdS_hH4FJ&0+o)Um?aaH|Cf8iEjl zFF}P=IOlutHcp#!XTo-Lty;GoxMD~w766Q7M>tLFAR3DBp6EqThz(JQa$N?Tb_4J` z*cz^1JTRA)APbv?DTK@PrBYJ(ObvdVO8-I zSD-DpM!G9j9>Uc4Ecy4rm6kBR7&#DCl}#A76r9t5GwhE5PO0^7p7r}45=cC}6E!0* zB$y?`!5gu*us%q@h15r86f3&4p|)z(8dmRW&!1bZdU*%jD*QY`@|8#VzV~4DG#kvR zR)=M&b;2a}fviTzC2yS(6Wee(F8PjHJb_ShH(ZX#`#x;|!UW%0& zl(iYNpRJjFSgRHLpwHIW1W(LXA>4-xLKGxLvDac63Q45&c(>pIgR|5h!6{m)kK{H- z&-1zj)R%^7h3yYl`@>2tfTQ9!3$81ws6Nm^4uBIWY~9*-&ov3<2;|*T6($ zl^$yj&((l)Oda$Ip6(+rM9J2*{{~`bO72C$`nzC^^tGFstVjH-?U2k*FDZ1xA-iDF z(}Qy}!KgP-BMrfr=4-P6INVL!i5Xh6jSa>`yPL?W~l8jG3ZrJDcD@>tNu)2yJmFl=zCO*ADft6R$U)-r9V6 zdGe|a-aZ?;4tQ^A+r4Lu>WW{ZZ&XD+4)z{$dA9de^o_d9W1DAMtm}F1$r~v?-#@zM zhvyJ*9nBvN8xZ2H&dnttqarHj4z8W+RLg&ooO&>Y2OEX5heEH|xvG?~6=JrGNrN{pqy!gQc z{HUJ#??-=L^xQwU9>Ec${cY~`&%AZ7Pr>y*@9lo`nA(gliR~atOG{JA?;f=bedo1?cV%_>$XeJh`H%J4Wr+=c33aD(aSlWC1wR2%Z zN&j|u>S3Pscn5I0s!ihwo8}W9(W$lIl=pZm=ci)o;AY&Dmri?f*sZht zub|EHG4a>(x$D=JSZEDs+Ek{S5z0Gs>D;*BdSI`D}#GXCup#w4Z!(-6yYf zLzP`nP~ef0;UQnLq|=GYeb^S7rhtDvfg8Bln!oPb_;qySkI_W||M6wn-cnt9c9*mf z{uf5vQf!HA{2{XOGn@L)xDJcsp6xQWuDtl|5>-oWWb5rn-GCDBfRY&jw`LUFpIrEb z+B~{`ljd)y+IMa4zsnhKZEXb^{6a}0F$~p&!aCs2$dhhZ#Wwf0xLbc)(e$?xN;HP- zb|e0FX}#s5g+$dfY_BKAj6~IVx+QkS(P#SVJknRunzV|4adpE6|J)7BRDXXKIvqK3 zq_9%Iurle?sDpRkmLTtoTnUC8sW0`gN~FFZLUl`F-}>0TO|hp&l`p$n)A;m_KfsH9`bDud+`Yn^mlZ9Sd9Mcc zr&LC&8zR-Ig-xkOOOmettt+{d?+>`MzxA3y>$T0`os&!dZVvI7;=lmw>w3T>gEQRt z&)T&EtXHd#p$Fc8l-$j!uY{)JpSkRb_pHy!TCewQ{W@nQ=xtnOiVynbyXXTb=1CvjcW$iuYsMa6K$JLSr@InC`MNa40q!I527zOi=RN%qF-Z36 zldkcf9CT&jq6Ej(qJc+?CZ%4S)RJb)MNd5hQe_H!hwhKnT*n?`*w4Z9iYnA=Q<2`CJn1*9KNB!{*J6N@HVMR8CMgF5p zboJZO)tq{c^smQT7nWV(=jZ3N;`VQQAD{h~C45z6K%X_KYU#n~{_=C2vwroS!(V>) z@~2KYbuBAXixn}CK$j?XyuH02Wj9AX`cknf`-X8{lBzjVwQ9fj$^qpg9{o;SQ2Il2!8^C7 zC>m)+IfHlh`~SZG>WciuPxMXHRvxXme0R8da;Hw6xI9)7o}uSu-_o+O7H*?wCtDSV zT3T9MS}wWxBXDSs=E@J!uwtM%_lFar%3hSP^2!Zk?-TkXt}H#F?|o(2DgU~w&l_)v ze!(?;CXWmnf(?8N>--D-DpI|BpW>`)hWV#im90lJ$WGGJ%^-oU{*)n{JmPA)+V#mF zee!sok>0!c(BYB@zk=qh!e$Rut%pnbE$2>2RT)OG>nkjez$$tkzP--~_yvC|iKD~V zho;V|567nDg{S6?SKJ@3x`-|1*_`3|r=VoS)lV)wp27@3>Zq!)q)DZ2!toBR*FQwh z{?Rvvj=sTE7;|OyxMvFPmt2ZFscz#gz)bj4ABk=;e97TJ_4Mk7-buB;d$<&%fA5(o z0r#G~!PT~~NV)?5gAsI9PhN7gp}4(G{W16RyJgPTyE|XEnBsf(dEXP^l=$A&fcg!J z`auOngU|64SzHmjW^MircBMPy-pP~n?i#pj6j5N;_d@1~r;E5gj@-R#jI{SO~( zx?0$B74N>TWlMJbme5saLRZoMJl=efZ|lj|nXZ+w4=@lt*qLD@bTLo=4G`uk1!0Nr@$I)%FK#+##C ztG23%o`hiIzjU#ltB&<-W|UK*Zmm$9FIjbdR?5j)t9~2c{~Pn@Tr46xTe8PnAa*S5 z@KomD>9~P(XCU)gLZ@>SKmUi?pOb}ktip+(Fck*kJA0k)>=o;aj+-gnkrgS`0wR}U zlAk~Mp7$6dB;;_0-+cS+Mou!WnE@pez8T>{%NB>>Q{aZy4e zsDN644lSF8?KTZ?F}Dv~x&u^@KPAHYj3Sa_+Zu5HTd}qH?pF_1-y5v>*svwm%=5`<>PsY5uKyM*H`AR+q|Wji#ZZdYVnmw8(oFk;`jK z^Su2pd;5PoVrBnlefC-6ft#vJCpY(WAsXoJQq?`#;kRc@&~s)UB$q%+4b*%^B^>hE ze8?yB(5gv)SV$HT+jY1H%b+^!7h+XypOMVK)P!5~vmw zYjlQR!i**cO68Xwo7k|Fi&l||E~KdEPVkyyvZ`^LDBgbV%I_&pLK1<%_l{@fuz7#~&M; z{ONMTQ_h47XfZPN!btxN_f;9RM_#H!{`rSmfF?(l*U`H6t@)tuNjKc5Z|hxE>s{-# z{G(<0tuQow>YC`9wl;phRZF?wrsZ};_2`P~se@}Ye{%!l3{}Nxu-@5r?s071-T{414%0UK>MPm5EQJ)h%fgAW{N9d2ko_~>S|L}R#0Asi-@45pv2!; zYW_XC<#${vsgTwj)4jn-u)}b00}Lt&0DD?GT??S==iF*VCGf(zd3gU)lzY8i&(jOm7*?86(=!eAWh zvapFufS+OTuHc2~n{rzjV^_2kRQQW8<1>uOaS+kbTQq4&g-0-Pt(6Aq%ANt&d%kz! z{;wDqKcD5*SZ$-O<{wjis)_*2?yv4!zZyR6U1eW&RbO>fVPh1~jU$e?si-opkO8zd zXJo6Jvma^FZ*WrSClwX} z8G;Dhu;fTtVnu6tMe$oL=fL*PQq|0=wl1idU0B1w$ENhe=$Gqp-zs{(7Cc3tuM%oW zEk)KYjI4#gDKHJT{SR&^ztis;-{bi3+rAwnx)GPV3CG&XsVp)7{GO3@ zM0ifM6Ql1>gxyosgNUy>}CCY4zrwgSBAXuf@UrJE!<` zNqXV~zDgoObugkhazX9ew6YXm2>Mq}{!P4hl`&p;)t-_aYO})O}$hmsBOEpbc zLG`G@>SbH~u4IiUT!pB*a<}NmO{x2o$kD0E$-clFAcb%6SQj6q;7+KSN4^C~ln7v1 zOtcS#w*RjAj$;QYE4=EPL+(|UDHG|hBJMGcG~Tj^inc)G5}$*koCeigR@FuV#7A!!|# zf)2V0ZsSS?e!}@__NM*7X5vW9lbf}=uHLyeH%`XU#?>80CF&m7^jfR_*x*P1V!}-MKv9W^;VIb zA=fnCrtw!Kz&vGO2~y72t;(+ZIY)Wo#0g}k`ugs9y3yr=Dh& zG@$lw74qN$xrWjhz{ zC+4b1bgx92ffzjrSg*XxtFkVqh(nTaO}?MO4ci7c6u^}_)#6*j33BR~^yTZsGf$#_ zA2B$Nh)KMIP`~6*ZDg!ki@E+m^BXj$8KmSNNzJF1SS*)c0SCq?y9Qq99%s+F*3G3B zYrnF*yc{6mm52)*txXZ8mOh0R35-7xgwNNHHtg5V_x|Z3{`P%OQ0FX~+3H_9&jowr z4hA?c_{jCzP?| zAn)qct5>d+Hnjqormg^Jh*Mr zrE*VCRr;iqv16C200p<)cy*zNhsV5mpOq}T8+E7vFPf$+TGhI;+#8o!);qay)o7a) zrLW*T+&}%=_!_MqR2HA!yLo2(=zAdv(;u6zADbw=5EKJ}dP~We#7Dx9Nq-W7Jo@>8 e=l#5D>z2xyg;#^GN6%k{sO-?i=f zY~GB%y@&K>7^d&6nbYSpj8*`{aLQiM!Z#OVX2&qh58<<>fAEDDr>=|>Y%*)V$t;7w zUydftm_B{=>eY)D;*Tf&kzM~g{(Mc3wzZ|VtX}=eC)2-43O(9eG-tJ~=O#~28xg&7 z&hprtg|5q9TPrtgtlo zZ8GFH=~_PcK&kH`EAiA+IjY|X5mbyzsW>`eO~RvJ&Zx!z+;~^>jt#H*fLNI$9>%1o zYlP}FtJ<`7Ze3%e+p#fD=Ak(fkFqRW5-OC3dKBjKRr&mao&JM0Y0CNrb^SDe*G{~{U}o1=BjB6^R1scWlBL|;Z*;Qmf1r5TppKvxw?9cW=M$X z(vCAi{HThA0!f%}zkdBTZ{9pF+)8!ZOm#c5v3F!tVq(@pTUF2}RTydhwd=av_Dhl* zC$v+lmZVf^a~ri2AMt-VZCSUL+wu{&MNinM$8TH1H=jE|v?BV;9}eduJXVAy|L=6a~B`+-`slUTt|FIgt#N( zT+K!N)GJaN6zyg*U!lyGUO%eh9dYwJ^lneTOi#apG^4hM;p&I{mKpqsc(-U{BD*jl z-bX{^yCd6sJ4C(Qb?nRk0V;AmbToIO`{LEjj`eGJ)oT)J2Rb$lj7+M3|6E7-BP@A? z*Su-drcEyOs?0htR@T-Q)_!GdzqHgIRKktgaK+*Vpr~0-3S- z4%sRznFm)knJ=B}{ZEHx+=hFyagW9ahtoaCw;1;{XzFkq?xF>;_pOU9ZooYrxQBnB zdjy^x3ZX`E+N$+u`?f`{t&8kixkrA8_sfn~=5kfJph2NLAxM!B;`4LJ{wpf%AZ?Gj z)lt(r+NkN3dfBY-mRT0u{iV&=B^ynPji%aFU0rEaU+M7Zl*6Y6vL$a1YM@()kb}Ig zj7|^}mAKzssHyxc@zF1u6IgQIj%=f*Z)aFkzZ+Eki{=tfE#a&Gsqg=$*_}=KOJzhx zk?p%9j~q=6*T}=gJ~a{gyvA+b^SBx*S95cx)j`8Y7i-Qb{%PFtPg}oq+v{`6=zO>e zTJwm6?Kj=kjQ9e3Syxt8c4JyYaY>1w{$kCB;UUG>T>p-VX6M7@N5jj{$NQX#ui*dSKCA)n^{r1_V;*W* z(LbmFcM7je+3Q)dDc@37JRvlPX63SBL$k8BzP{93a>Ccwcfa}M$&o^JNA77GX?P_& z%dH{4i6Oq}7(2*`+cQ82-s07`&G@>9&x4PQuLYJ>In-Al6pTH4SJ3FVlP*(tZX zn$NH@#$}#-nWykUV9K}IELjb7C?A;Nt|X2^G_3|DEU5QXwl~H57sadY+oPl+ie*hSW$~_io}=KYRlhrY>cUb zPK=qR*-XL-Yd(0|uW~Z4lFkNK_0UE#b-k;rusB;#>@3K07Nku}P74$i1U8Aw>Fi^F zHG`RYfy_ZYoITc^J6`JBP$e$^Q@fPxBvd2`6(2jcd~DxF^C4ExC@Vlj7}aF;wMgZ) ziF29pp*aq;(z#Z3xen4vjtBU=>ahK;ni~zu8$_1XywK24SJ`G)S%2fE{xms#zfy^R zsj<4;SSxeya7DSXdfB-SS4a;Hr#?kd?+7}mKCiE7)E8FnomL8Yrvztk^_rKIlmvPZ z%jsM@cARqTz@6pFX&3UWng(#2YEtTJGTiS^jm=XNq0vuDo3pSDyBtbPX1}C~2nCX% zl0&q~{&>v`;ubJ;qx`|d`0JvF0V{COnHB-bgQaXq;^@Y zwdTfg@4L4C3)P2=h{raYY2FK&n>#Ty$Lo?BSJV=}+7i0q;x36h$#VKV^+|k?)9VbK1*K9h zWfzcSxW(z~_c z=G#Nl&r|F#qt*8)#8`HU-7|;Ns;Ws6Sez~?DZzF%D2Ww9s+*}A^)+q|0Z9!hiVzGW zu@<99vpsWnr$1B*i6?KYXsy6O1LcAJ!KvXrGW5G-*tiuOY^kdv&Q*a!FxKKUmP(7OPouJijt%^rs?bJd*8x7DEov6AhW!uH*(W%-MTe2 zrFN0(G0RMoE@`{a;RYk^~@*{Qz_3Z+7qG6Ve&+XFEQX)*@qcbW02#L+Jy8n^YeLC0P z^JwPviIOnP#<-FPLEz{ig5-PlFQ^zok&4&?9TuH{J$v?;$@iNj(kmcCNiXe);VNRr zS~cxbC=@n+6$6CzU~*H7G=IcZp!2W`!RV&o1g&!CKa5x z40x;{BGyB4Lq$|V%-OxL#8a#~3YpJDMMpOgf2Py7)UyP99zQe)tg}1#%r1;L-@hbZ zkl~!X!$dvJ0-Rn0@iN-9sJPgV#DY2^Ox$eB! zx04q6ZJA@GJ}3$-Jf$DAE`sESnv}|7o7=RYtS0N5oaqbhrewy?&85#4O}lK)#%>f& zSaX9JJMVZI59c7M?VhvuB_2fZ#zcFqRDIP=eF3bHH$<~;k2aQHonh6ykK~RTYQuKJ zT3B6%`8AVhk8p%{D1(|3GA;W-V{G5e@)_Rgc_(~I^8J@OOiUY}OojzL(7ll4E^Gbd zOcr0)Ykk2@^)gz?>?#9>_h2XQ0U0CS^Y$Bcjv`124%bZ?O!f7q^k50+#Vi^0hO{dy%Spp@PCt6@+*1D4|e;>s7|BpBtxp zbnG*h?{kzNa^wU+cs-QyH8SItle+HQSs;o?DK>5f_QSQ6j6)mWd$|dZ_^)m~qn3Dw z#(Rgdt0k9jHEZ9R@3kkt>^#V?i7dEO;q4Ir!jM&C7(Y_bmf#pRS(x|}`K>Tke93r` zxkqzSDoD_2hb;BTndB-z?3$(5+PIT@+_07`E2gY(X<1*AVh8+g>iXYgDav)@!`r7O z`+PsS1I%uusc%HSPXv*40+d7V{!gyks(RjoH5*yhK?N zcF4wc^)je^CHg)$w|N;Y%~yeGma#THe-JI6{IZ$yLx(7OZW)g(wHv|=ut6!z6RG`X z=%B=3s(btt%L792u1s;*RX#}V-%npZ@oa2{Fm2*oveb1L+L&~WNlala-6)@&SQl61 zP0;Qt)&G*AA4jGDVQqH!sRrV9g;n(mFAmu( z$xuw*4xv>XD1y-OxoxazGWIBBHP+G^fst8iQ)MQ%dWF@FGwL-XK|@Da6Q<>R;~c%V zA(2f($UsZ1rO`m@0vr+K4GDqeFUWN7BpSlhaANit}cQ_tcXdzz2@_Vw8J*jK?E&mjO9|UtqRVsg{=r5HtZBmz|k>G{6fL#*e9Pcw{^J^kIeu?zK zv!#F_DhTKjk~066jdyR&@Ce#WLh0o zlx!|qpX|gErQO?uid|#vni!}NlV!f`X~s8%_xlHV5t*>68_7S%jd*%}d{R<&po^zx zh~k8W_kMmBpr=GJv^}{@PFkrgugbQ%)3~JJ5x`;v1R?{c#d1g2HEVVnULqwhxp|!MJ^e-6xP1>DX})0XF(@phAqln6 zRBu9?a0BWYF(D4 z$o*~zS6YR82&*<`1-c~KZxpiMM1Sc<-v~vM^6jO%{6<}3xM~71ErN*K(WwA6IVx!< zgZA$A;yp%~q(?Hbe?evZBlCM}KAl|brY&Rbn4%3yd-#I+z0I~dpG&M}^%r2IDj24x zyp2f7ro~PngoBJoqv6Aw!q3LGnKm?=lDJ7*MaUrWmQp`yjVzt^zvtJ;v ztoN)fcvoFAs)Ecf)=UFkUW@0|!~<_gk$hy_@tM)d*tYfJw)M2m7JEmFDm&jzY^t4G zPWCh%bS);VqfEsB@=ZA=H|9{M`jWDO^=~uKpsKpJ=C5%Reowo$J`` zZ{H&Zsi<>TRwoIHl2l;VQyAJy78fMwjW4+F7w_pCPXa=6o}>s_qQ)IJcQ%Jtmz4$Z zvoI4`QDI>@Ha@*Hz(4SJ$Af=>tI9$lBmpg8R z>Fpr|!8966mg)NzkaFZlgTxf>&}Nf;=TN=MVTXd&r<4$l=Hny?>2OzclD+r?16fRt zUaU|k;vXw?X(M&6p?z<|)m3B{5!fN6JzqU=EUZ~x-|B|a@v?CVdq%DyDtv*bhTjDN)2aDq^qS@3F)*1bz)+<|=*fs~^Gp zlEdH20*gGd1Fq?{5+sQ=(7OaIr5LaYVcalRiI?f>>e{zKbv&$eCJ}rMi=0qPY<5FZ zow-94!8J=F7TLG0c5Pd25mZ+P;0QuQ82SS(xxM+`@7LFRLf0k)vqu06VT&cVf_M{U z3NknF0O;%G!fQl(qzX(7S(@NhPC&ngFapho`;8O@nHvkI?2VJ_w{nadIRu@its?A? z>{T)ls>JuTt;)2CHR&>dGup^2VFqm^o4<=dDAHJA*O34RZ^&lxJk3PHvsngiPe7kD zVZhh)+`j(0p^n8Uso-;x-1o|=^{sb3+19{4htPcx6 z4WyNP1tOId@TRSjCX)IJ739P_W_K=K;+SnElg)l}THnbtD_A{${NB+~v9Ybtk$jYj zWSD5nr@IxB-W{Lk#bbSIq-M#@T1XQK@Ax_V+A4U|d}qpl3ki29DLn&d-83-hp?2kX05u3}A*0&Y*Oy^!P5fwi{ZRewmzqxxfFM<4mB(z?2E6=eCmf)x3-S8d^pQhYVPXs@b(*FxrH%n#I-r4 zwLrLf29UZ6c5R%^|B;x7Hz7g{>pmg;oeWK=Kq$!kO3XhTJmz9K5$`$YcKO^@z?QOIaX#EpH$ZZL67ld6w76U20kFCe963EV8i zeyt{KA<5THrX=l@7XdpfGWQZX%hDm4iqKB7$veg_NDnU(w=8G}d({y}Ow~R}GkCsF z7P|CgCX4-~By=|x`Uu!lLh^$TK`0;N+C0Wgw$V&RN;P=lse=Tq5u+fLQU$VkmyQJ= zzF-5{(9EVze415Sf*P~Jm07R=h1v|wsFCas622-tYt)2r!qLe2f|ZM8%$f|$+-nP> ziPKAjH&6TDJH6h;#jiG#_jZ)Mskj=RC>AJ(hZ%+yObN2_*&l+D=9b={OU|`=(s3b^ zKYa_11qE>}cClevt}rbsEmi+u(_y0CHq6L~#M(QuY45-9Bgpr)bkJeltfYNeq?VVL zL*(Ue6n_8x_aq7{KW>DKP~&&v4E{IRKUq7}^b`Uo{G+jj*gt*W6WBt?QAiwr?4MAL z+4fx{3adI#+s3jSn=ubby$2BL06$87ry56YSyC>3nqm1%gJO+E^?H;^z9RT8_wcP0)|I7@`m z0SYj_uHr$ec(}Ui{}h|T1}^k3h04^v&FaB6iZ9rn&EnJK*zlf5usIvy0NlV>Qw3DQ zYIXFNe&Fq2u0EGvL*8s9X?x^>sTS8g|Ah-hB8oLQ0Zv6i1(UvEqq<{LC7=%tUt47n(DN-bII?Syk zzTqPGc?)=Lji9uK#s)8{!xqDn2b+luSbrj6GKMZNNXg|z?n*Jvc=Bf~GEuo_GA2)2 z6ZVknojciofl*nfDoAMD!kqie@E5C`XKym$^+e+@YZT@$MYsYCrBZ5oNu z+_l@{K8(b?iU4nUyboEzLtT^i@v~?tG<3Siowo6=UK@FDi6Tp6mLd_&h!E;qvjul% zH#t_(p`fEe3RgMeF2);SGM~7%e8Tby8dZPyrizbEr){nsY^#!e6qoo&SVWp{GQl7r zDgs0ar{vIzlCGv9XdQlaZ|EV;k%Bfd`$-Ts5!riRf+5IfMqP2_XXYe#?C6Q{w4y+4M)Wv*q4UP&tgmsYSBduj5Wcr zv%`sl2OB=ZdMa6V>PyE3n}67_wke3OtTd8MG4%zt=ORi$ua$s@wjx(Y(-89TZ8KJu zv2XzymT=JYVBN^%z)yH2eEmEuh7z*D?$ZV&){=HfBKNy9^)mWQp6=9DgmPn|JKYd+ z68pTXHS1Xp_UQAVit}*%iqvOC9dCDfvVm?sM%}QdyReia5lymC<3lRnbroT=d(Nm8 zpHm!5ArETnv20Ld>FzU#Eplw2lSw>1ESrKggoK;okc>tkn5K~2ZcY^K<|&J@s)?cC zu&~^^c(EG7c`vbw%X*EY0bSy(xlY_WI)vg9j+>n8XqZ94S!>9i{^iU$A8Z_f=RIF1NQ6F0#2h3>{bZYz`EeOA+*G8%r zaC~mYLd}9#X|lEgCn$;HyPKBgzw}S$LQNKe%N!swlJc(UZI@R+FX(E?1US*l&h~45Sm18HfkZ8Oz02tq7K5FESs^QCEseH-mC(WDDe zgoATmFAC`*3?R-CfNx}M&*aK!DV3zm77-W8x6>{q4!PFG_gEdN70wX|p6Yyo<$yzy zcj5J@O|$xr-9!Q`$b1^YYIx)Z^1k!E(I!P*JTzd<#6~*1fX9T*&>J4%m}wA6x3-LA z6(BBN)#pJzcZdin@+*~Pyri9Wii*dt_E_F1+nK4&1GxL>VB*|#h}Sl~;kfmRhuw9_OuxJ}9P29Y>j=99+x0(+ zK*F(Hc^091Sc`rPA%F;?99QgBxd)%8g%Dy*ti=ryyA+@8H)DO-Kui4F3!gm-X%Tzl z8jFDSR*D$-Uidd8Zx7Nt7aWkDb$~rph+x&shbK&HtAt=7^7yI7_aTF^kxnbSw)6yg zJ1d{NG<34=*|*cCk_d)4l>?g$BqOWskKdBf9YH(ii?CckF5rG=Nk;_Y(Lv4!1gdG1 zMk1%EOZWx=jTS)}>7^tUkaU>HMQ2Fs=R!GbB#}k-Q;Jz}`9*8S=;ZsATTV0WXXx*7Q;6>RO~;0zUb8E*R!5Dc2jX& zT%4ErKQt3uT-UpA*Ku*=TXqFN3-9C&(r6)wm5qnqbeBKrSD!T#YK@0AGP;DVbzY-t zxUk7>L|9Q?-XPH@Rs0=w5$}K~>uMq;T>}ZZcdx?H8d9cn5FL>e4*cXZe}`(DwozFb z(1WgNorvq#?}|qe?koIBDT)%rrVliT@>jJ!q4On6lzKmP{d1w_E?vfVOVu7$>_54C zD!F-=ws>t=vSf+H&_kNncUr)U~jSIkR%Q?~uy?^2?aRQ1UXGG2p> zP#3~GwQw5zi|L?gV{w>9k{@Q$_sl$in!?Z!lp>NP{Lp+>NDxj9P3a=Z2?hDZ=3j#> znU-=rJNY^R!31wn*vg_$%X<{P=oE#`aIT|s%>Ix?mgr&?&c>k2e4!-x{Ke9Q&_7I< z*Fbzh_(IuIdH#>dmTqzrO|P0t(ORrkk2p>n1-7k!y{zRl*WZe@C`h!lkk>kG{MSn} zSNV%0^J|t3hKu)nN<)54>-auP^W7JVWr!)%4Q^R%u@l}WP9aOHiNWla#olJn%vptxH?Uhw%u zHhD3~gh+s;gWqj7CBLX6nUuOwIf%QLDQZRX<4~G0mMPx*yT;AQ z-}9S*ZRNc1mhZaH>CvAo#?CtRS{bTVSb%E1|lyfG!BN8EX@!Lt#P9q@qCeBZM{_4$>!Y3tq2Yg77d8p-6pP zBu60b6mY9btG!+8BVJoGF6Bd(^P52PW={SY&cIDmU*hPyxyeep$V@YDiLP!%;(Blt zmzNb$|0|aMFB3~$oB0=tD8n+?J^7O-PbTQJ$KW01uvTXv4wNAN<5S$V{?s>H4cGmy zsvr`Pftn2XOiT{a6bjh*i{yqkSu2!llL(Lj;VBLcWHNvHR!>4(jU zYP^GVlb5wVzBg+9iFhLkz%3Mp0i#BK2=AbB=x&> zA+3|m$JxMf0$m7nRskD%C8RGIB23F~43X!`l}Y*|9>#d}1KJKX(Yw6M@@W<3E>E0Z zG4-8l4``+y9V~W85gQcugIG;Rv_2l2FgI4c(1c0VE~t*-hARBq zBz`xRN0;^P_2qF3B!RK|Bvjxp8_h;|&11bVWOtL$&`gD%?%FiSwTU97{z^;a#l}nb zxg=RW>mR2W3dAGP^MS$3S{zz0Yr;I%M`5~;EKrLo%j zZD&>1$42D;F@3swf&OpSts!Xt3aQy;9FdXt|5phr%4#E*93=$YD=hRTZHYD0{~IQX z$B@h>a#*mCOLTE3=KC)o!!OMDaFS02uPNy_*YhtVdvsqx5AVGxj9g+K~ zml?M$D{dfI^I1UaKM*O67C)}-p!jGuJ#{9F>hv8c)ACH zk0UwRdWHlx(|a^024%ltAX@uwxYXr~uo=^n$uHMP_$Zq~flRN>Qu(k1!t!YkDJS_E zfa|XkF>nb<$Wszj*-kkRWR|e>g(xsNh0`n>OomDs*@|SSJo@7XN$m@7=~|C7VY{vo zaU%{~N?928h+!uPRsH~hz{pALpa^Pm-b^m}I+sG_Pgwa6X(wkIQ9P0_SXWu|{aG(- z$=vS(R(!^+4Al&R9beoK!$mGJA~^TzPQhWSd;(>3?2cry482|OPB8y(0WJS47`o2= zpF#Zo29$4Vp_^FnDU?d#^I;m#Skq{yANYC zlE`y_*tR%|zf}|L3>WGPWJL4dkBTi2%LukeUqu-O%}93szCrP_h6(&C-xHog(0EVs zwn%7Buxw_KGl4*lzLd6kgCbg3M^u*~Pvj{;-f)330> z01z;I8M*x^c<8_6Vgc5qCKt<;z2tJHfW|VSt{1{rFP0X6;+B^YF#nMt`F{rz>mta% zP`Ur_duq&533o+&Q8ndu$S8U%g@8)Ow+AW5zQ}o{W0uNhY*UP?ej^o0pm^WMew~FH zhcCi15#LEs;#5cix%h09z$%2RQTnsZiTBeVo9#p6DiZ^@7h3=u4&n z1@<8i)paOCP}DL?@aWoQ@%C$ajg&TM+&t2_nU;zCp6Mz;@7&DawG|x#*vbKvHbn}n zM0n*z-koNxV&r82yYGH0*XWR88AZN|>q<)3TZMBGV87=T#*45b#0_-$(u8`rjDiLz z=!RlBB%SpJknE0K{9P}OUL)n`(9c!=p_g*8q1*wFtT;*lqlD;XgV#l*B8UD;-jGHZ z6kDinfG+aJDJCSls+n?vkt@M@iEl1-lLh&A*{B@E8MU+Nxa2;jybl4bJewU2xDhCU#G?#CCSm1RAEwYBfGt3gDH_Sr>eD8iOU%RDv!gN>f07+3PwRU$;z|EWlZ=gQxg0uZGMNH<}lrU)84^YzhxW z*1`)lR{XaGH>j0zio$FEHmLnu!Yuq?2S>%nllx5-q<#>@dY=w2*}%pykOA#OIu0pT z6dgxrk7(A9Qbt*C7`B-$SV8e*6h277?5tY!yjv!8ahhLXPah|v&I0AB)N~*H*heg) zSW`+SB6v79kFqJ$e?`zkH{&M6Qb1)s$YA6U5R1>*8(dtH!3@h0UU)`L8RULed_UqGbq@ydmb7G2&i#_+vEI+r$Z7YuoY6+h)T-xdBQdg!8S?N z;*(FeI@FbSbDPoEZf?jorHBxJ6a>-?``y?HZ_cO+l9_BqHWgNAYipa01e*=;t%a|C zL0ARCk|=cmsrSA~%LWHf;U|inYxxDqooq$~TL7n9oN`_X%Va|+k&W=VSZ0xmgwG@@ z-_u%NKJw|gNSeqYPh}A@Jnog2@(@ndO5x7rX>Ygr{U`=Wv|R+o?q!7BK1yd8_97Qa znRhbM8d@kmx#>8?T~p~79>q#^(=XrbAEHXOtQO+HVR=wAEyaH#!I8BmNQx4G!vB?g z4ZJ4xB0!Dmb0|pZC8Q!;Bsp_;oq4GL)t!D|8?( zG02#Ega6};XsW8mx8JgP;gsyvJrj-7|BTq2{~7T(Pb&^k0$VB4KQR5zxfP$i>)$#W z9}*(Rqg)u&j*3;2z@~_D4WelKuz`)waTT%|DDNSJg)|L{l}G%FYVliDe+(^t%^~WA zbT?JdsZvyo+gM1YJ}90aXYg5v;UBTfU!Y|C#*8*grO1yvc9BR5CA6Dj9p7ar?vagn zjB|w1`CWIoF{(GVVk6Gi6}v?D(rKbdmvt?W-wUk+OGm zyP_VMVrX5gx9{IaJw5{pH!^YZE=O9-mv1AmYtWMzK+WuT1}XJk3CpFzT2vtf%HL?J zT1Qzel~brv+hxM=iCq&+OcX~cB!z5HCPqayF({aX)g%aE5d865y21@@DWtXqYC4qCbNW_3=MrnSQk){fYr&0I2pq%^P0)Gy+&*a}`&a{x($xM0vwz_&uXmrL3CKR6 zuzMASDj_kHwWLr~X)yqj{|#RJ9}{2yKSPKAYhvpE207minIhI+;!bhj1e@Hraf5=- zHWrTWL$0v%$g-w_KR6|+f9jj$&wd{cFe0a8p-hExo}KS~K}h?HLKFX>z0tUJ{fqJ} zM3s~#$wnej#!X`Fe;!}*d<&$sWv=*O*Xs8UxF)>c6;Q%SrLdBh2v_{A|F3+mxMglv z&c+!85X}Cotp~@Ak4=NWKP1uUagEU!d(&`$dZ^*`$Fafx6i&3D`U)LH0mx2dtI$y< zCtEL#B3=JvB>Qu%i7w&z%bE}4uq<*s)C@&Bcnsv~?EF2B+FXc2 z@tlE(yRZnp;w%^>+5%$gV%1Ux`3@FAyuracwrPiDQXZTT$!ZQ!lz_#FgG0xQ(+}j? z?zoB;j}pe@@yN$2>oE-pZt83-6&4QpUuIjoZ{tVNM>d6vho>uRTGPf48`h|#%QRL? z;1W${bPw9E-W(-HGU{LPb#F3A+2d6jI4+B>-TIXo&JT` z^cYmS_efvrIWkAB6eWI$MbopUy$V}JtIsB(=_0#LzMs<3x)vxE$%vYf$mpvRS9{MY zLi-9Nk~X=<(3Y}^g#5GYo>I8hxq_~{4bzc$7sBT7Y2NAHXRpIZLo{29TtRR4Q!i}h zzZ%vc6^{KjzE?5zGkJJ*Jb!3v^%giP_c1{GygtB_ zhFV{)UJL{pkE)30hl1GNCZZZkc+X;7nOKpxWFLb*Da@{XpLf*a4ty`)57t!i3;&Q< zy*}*Y%hkPiiRHubK-3Z4M?KW`cviq|3_{7#ln?3iz4&s;uh&$dfK`J^22aF!qd6hbr{Vzry<$ZFAYmZ&X5u_mIxe&jN3hCPt_U)My~M<)e- z(|3e>I?kP@?#aa1)r;~r#i3*jL|#4heO@)|gLKI}xDxFbZ4eIss%DbyOvc;*2d4!+ zN={As!MqO&Dy(p|sfjhSX9E1LEnt4woICeata+bPlS~5zmJ#{()z@A6;>O#JsIDf= zqGO}wGJKeukT*Et?1ddVPCNIUh~Uh$9@^8XKrHF;0GR;$cBoWpeNC|L{vEd71C34^ z_Y4bP#@FDKdk5eUhlTS7M|lU_9ujb6LHNBq=XzTj8ZtCyrXdwYpJktVQDCLFH08$4 z%06(?;5-X9xiKwpzFHWrEfDJx_dsST*a*^g4V{p+wN=qdzYWysgS^P%26~y%lk;y8 zL@!>z?NjVJWeU@=j0q?&V;=0}FvOucGgigm1+to*Th{EuSM~Xk`DvFpnop5;4OVuV zHyAerNZgUsg-1b(hAq(SXlu<&F zHVwPj)$6Wp70dM!=uMpr=tFQiMm4@s*+-!uo~0MH$t_iiajj)XS;kv+?A~}cAzrN* zPV6wX>rU5h4oP2$e%7RMb%LW3&ldB1YwI|PF$2su$Mqb+Sw9$aIf+z0j9o%pR#y0! z%hq>s(^7o#@lC9>7AS%9L&DctxjG{_b=9Few{44foB$n@BH3-X<(>>7!UZ!^U7Q2) z@A<*�z>G>^EWF`jiv=$mNr_VjJGtKF;J^@N4}~F|iH%Ru>f&K#G{#g5IUpx7*_V z^a8%gan+a;2{Q)zyz%~`fu}~`i8DX%9iVe3WyZ1fuG$3_k@R8xEty5|#G-pz!Hi2s znB4Qde)|m!`wVg&BhfBUJA?`1-y$JiJ}X)lFz!#Oy*jxN&d? z*Wq1sq`gKEXXs?+yOZjddxjt#CD zoJ(2_q>Vw%dW+fO(RA-&yo_0^Kw%_ZVwTGxh;GZ6*t`_U789p9fdJ{%F6*28W)(30 zHgAE?+)2@04RP_ASexBE+tx{-$4!4o`EKMd(au|~iNUF!W6IO#`k(#4m>sn8|=wV>sZ{shy()Tdy6gi6$WiDxku` zsL=a?ensNhMIhkbBRDusD@Jojok+$-PM(HNg4LdeWe;s;XhBNJZ80D^9X%Km7n1;z zszoI};|$F4c&*xct(l!K!?A#%5oUIu#(}wZEi-dhg zEW_V9G3-izNctweb0aZ$rQQ_N*ZiwwsR_oNj$OuLo#vjH9m2Sr3!cIoHni8!U3fMT zDpCG9D$aRx8-v+H2!kF-)37E9oB?G4Gj@0_zI69DIWgGcbv?$1j*PZjrajYwk9?pn z^|e2<3!F1z2_&0ou20`71Fo*!Ef5qJaz;&9;+*!Go!*kT^~|&-+QIjHmfF!5xX`+0 zQttFI29;OURtBEpy27`^n_nX#33j>f-rUJe7CW|WgLv48S|574q%23 zP2Id2On6ylsZq#ULC@p8z7q8O(v-8NnVCA5x!qjlaL%}=N$qXBf(l;TdKXiB=KLg= zdP84d>-t(IIzChT{*8IHb?%GfdOB$@%dTFW(La@LcT8Xy@ONKdyT}tqGxsjjUZ!18 zXg74n?I9tt%ifHLUB-Osye})Jz&`ovszSRZk=ZCYvi;76i@lg@b@7>{4)X@gXTQuW z4a;*jb=l{!d@P4SQla`6 z1llSUy7?rk+6s!aFE~iwj)=C`TJNj}fyX%M>*`uVFn+l~XxY|w!NG%zoK7vfNXyWw z=oKiMYmEsBkB|AGpeXyaRV*?k@HABiSNW0YP>0rqie+WIs=d?h;l=Y4Rhz?_UmMZZ z7EoMR-n&;)iJ!;OAIU2hFZT@XHm7UJj_JMG|vuXmvU-ka%C`IJ6s zYAezA#ywBYSunKc$zt9#+nLr&B6qS{NmQ}B?oC>bPn|)&uf{Q{)w|uNH*eQt3{4sN z!PCsl0_&;1gTBgrjh^g%ckJG+KTfid;|@H zY3Vj&WRT<`q{J|vK_RkUSF;I=K$ON9K!F3fZJ}ke0MiHA9hz4E?d%XQBfH2VC{Y^{ zdxU0x>bz{l8utIIVk_QTQ#~=Aws_4tL7PiPOu^K->q&=!(zC@;wUBhK6WPmMgY*o& zn27uoH_lC;9FZ+)5wt@5M$gOw((I#7r4KjI;6WjBfE90+R z;$-ga-~ZGd2vUA{>#@8G4mdMyZyV%(A(JhRcvNb1W?)*tH+`L?Z=1*dW7N7Hq-D&n z^Cd|S`RSg&lu;<`qa9Xg&zv*hWb2TVlh%E#MJh)WbmE-xOu?K1aT)!44GqnnxVM1m zKl9x_*Cl5c6+tPmzo_FBWB2adm7_+ETr2oQ>xk(4*PuXr2ud1(cK&a+TV)XBXjDw$p=meUr0l z6W_SkPo5>|+l>3LDn;1*V7SXoq8)ON?cKY4@ZcF3waEzdM|wN2=Aw|Bq}YI1r@<#1 zyfY>Q6hivq)|lFcd>G*$=xYVP*<`mtZn-EF`7D*m5|;~BTS?m8+hjH9 z7Z3wwfa!JeHHeb1z$*hI)(XN8!_X4g0q>;8=S{DWE}z#^^R>47g?OiX57_;H!jvE^89r?!Ml z&deB$?2>*pOl;DQU?uisb+Q`M0F{5hGUkYA%bPtyUm5Y~&(J~O|4(g2;4@;unPBw4?<}*LslO5dpg~F)pby4bSzOmEb<$Pm?1kg`VqozAatqtZ!#I{+Q+aBEd z&1(t;9v>|fO&rM?vSZ2=r@_G{Bj3^rz1!P*w}<4B+Uho1R0S85R296->XY*mMr|GE z62Q{?=vzZ%x#P!&&vcPc&jQZWVGXwIR?X-Vd*#Gn1`$t9Xi}D_{ z3rqdse4U%J#|n-30W8e2yd~Tr?Pv&iWQ>c;jxFQfOB^)-Rg>rJ*dnkD*rx6B9>>M* zBdy@zt1DxdA8R+9J3v<#8ib+QdApHlS$5%*2u3>9+yK4wWTn{yV_rWqu<~1oXze)z z44?!=jC^zZ_23UVM>VV4M#l_^uUa6mGT{YP%S*5-5y}1ldNk0C2cG30K7PH6XURk$& zt}}CHVCuTw_nX+*SLbdsK%a*El-Ig7BbB}<_Sq<&JdJ$vP`t2$8}=nr0pOO}#4 z6qWe(uDiRF8h)JgY5DHFFC(xu?d}e*IH<_r*xYD!)-?%Y>>onoQ>EspqVkKN*k;HbqBj7dP%{ye+{lHMtHxs~MOiE|59 z?$5%=C*nTa+Paa;Jls<2O<{LzGyaY&pH#83Z|2_Uq--z)P63lC`g=%~O4HN<1gboq6y>XN!dIqZny&48a#4MvZYt3l-Y_)u75q(m4|2fY z%#XX~gBL_4jyf>T#bnVqT5iH;Q1EH;MS@xuN5tXuvUC)>CfeKdXn}HC;e{P|`PoIZ zwSBY=46@&-yow@<^W;ZO38IZeZf)y(9MRf@Cx3 z&(bXxl5x_;!6}$|HlLOU+ddS0BK#F5^^;Kpa8MX5m`T7|Eyl$}ePHFr?NFac0S%8y z(qm5+NTFturstV~Nl8$v>F5<}kKbF{uwumusWnC>+MhM?^KmT0Cz(<}oIl`7;F|-S zjxjEFqYvEOz4r3zW5LX#ahp96bq<22g@z_fD-3lXCxDiJ^#p9e96N0WN6;zphe-kK z=0tOT1pT|~1Sc$y#Z#iZZ>`cQC@8=()J$TWJU(`Yo#?az=J)I|M=$Ikfo_2R1@vWR zCXdL~3EqXZvk1Hr_zfD4QsweYcbyx@r%EYY{?GdLs;3q*=Aw|kOo2u4o*eCnMNF;^ zJ_qi}3B3Br<(_nUqoO&?P#At&u$A)oXzxLxhBta*ufN*UI%MdsaV}x$)rkekZrDj| z^?Ip=Wax~kql=%NxYe{vaD(D5PueH8zlX}=7bMMz=BVPY)y`+ALdcW*&h z&iUA@I!u!VHg(sUXikxR!pYWSFeaHDoKXHdp!FkTARt`uYw*J?ovS}gVtVyTMe*<- zC%u=Y^JRpW15pzmY)&(}IRt_T=4L=&rxh{w@Aa`?HsI1kcabINJS||)l_~poO&??S z&Ga#quOu{ZtZ^81KxHVQZmz#_bW<`Nx?#~LdVPgm2PJ)cw16p_Q&@20;QA%SB9MO8 zm1_C*tkXGm|mf}>-J#SVS#%v66~@4 zzFm9z2KRCry$n13-Dva5SMU$*nFYzO;?>g2g%)O^<6M~3jOxWd?#eqd#xAXTv58Aq zNZ(g4O&KM>+#`NbKt69h5}^Z8GwJV$yE)?GFeOy;iFpL)LPpHWW^40+9RAy(e0`z; z?(r)zGYgb~kZg8o8J}DpGawX9;`5cw_AW+OtGx>g0@`HzqF(O_qUag5Z*b2&D~1in z?k>aG0wo9ZjdB>x8Pbyp)qEMz^e^H?sTnv19FucV;4}ew?USR3zSgYWljmh>9&u}k zxw&mY@&gwaYw%yt>2m2-7R@rZb{^7`r0cmTxnbdjo?r2eQ}fhTaUhg&CMI@iJ%fo? z1>}J#j?3sDI)~|H{o(#^eptp-lrgZ>@kX#U$#SVR9<*{}I+W*}n1TzRjKK^13h4vX zB(kcZ5@NQt=eUkbM-!V zTaIuywD7H%yt%pAw|$9D7<0`>_{+9nrqY$@WhPFRv>_yGpgGu=0WH#~^ZUH8w8VTd zPaK_4$$N7PE@TXZs3$qEJcARSBfWMd1BW^+at^H&T?w%;C{*Ks4IhXjlwRE%-1wC+ z{l7Q}ivLRJ9D1AK_8iSR3^#Yk(Ur@=eT~y`lru7_9kVm4#n-F(??J|C`k12;W#8ag zV_^Lsg$S540CKAcJd^!{Sp?podwPdTva7j=u~gxi8DqetOO}RdA2Pgzte_UT9}i(x zDM*gH?VOz9+~>K4NS~zdI2&2tUUSJeZPRBXQ^^lE(A-uPTBw{6Ew@=N4Zl{+1y}LN zy3cB9d_XCRq(q6)k8dp*@Hoz?m4DD=m&CfW zCk+K}^9JvrGKbKa+XMgdTpWk-T~W3g!$KHwX9hxTLaEFUl-s3V5mZ>t_2R=HDOq6} zx^4d_rG2_;7%gp`bJd*nw8`rms>6JbjEV0mc&Z9F>Hk5*MYT_sofE3jTU$bu?4|P2HC86~BtAteAR&%kQpYD*Vtu^bny^ zROEEn^8)43TeK^QR+Ho+bpiSIa-kGew)rx3gn1zxcaaLeF)30ujLb6E z_|80^qcNhdcH%3uXTPGW;K%3poAsP}Sie3r+Vm`gu4nz`@y~ywh3>D)&vr*s@+YnA zD!hxjt*`y6ZfjSR(=+v4H>8bc>&W?6%f3lX>3s93ZN(~oAWIX+cIevf7m z)z0>Gqd(|-^D=i>u>sC(4lQ7M>U#2WV;eg`zu)6OXsvC9wp-e4h~ zRr*5&|E@xQlenBR<@wYXk8*4i#Q%1)K9jq)KEEy{>CSTF|0ML2tsE)L>dtfzK~9?L zCRRLNDCECvIc0VjuD4|>DnsR7NNExPNJS46>X$90NgSn_m?71yVt=SM13WC9y%b-% z!X`ibPZe0}T!pmy`ufR!X_J8>2i2gy%pc0=r?eAw=y5Cm4(jS2Km|^z{cIvNX8j}S z87vuT=2AcUy1F{brPXD7Xt<-Hy^kQ}kCYNnPL`t!Pb<~)q1K3IWz>0u&3)c6bVI@) zdQynuXLOch6>ub-EjRt6)waKA6hG>U6Mjwvmv&vs^Dn>zeDTQQY?X6-Sy&NS66U<>2CizdBY-5{Q%H9n^s1cpldoOVzFJ;t62 zvc9Nc#FO+%WxQR)BD9`}Y)9*f`IOhqux%tL$@1B@5`7r9h8(q((9BiWH>m4TK#z)9 zY1T!ytwRGtsigK^Cr(KKsyDc^vx!t4t-Ro!!uc()>#cDgdX2^|Qo+z!B)MKNwpkTGI z2uZrFw01<7uRPzrRmSiBmP#k^s7ns?0&ZzZ$?)fP=a4r@6EZF9sm_4-;fc~+il@f# zRJ|!>ybsmfAdZ9;6n3md0zTC+cv6a;&0JzmvYAW#1KYN3BN}Jhx)FBi>+4Iyo$_QN zPc;jXir1s-H>HzO-U4UvZwA^~y;lxTO#~JAEpbDW$YQs&;hx3rXm#|0@yfinp~?k1 z*-AdLy8jW|H5u)ShG)9ds&)?Z=~d-JTe)~nJK#6<BJZ2;^9vx{8GO%CENQ{P0WHVN-S#sPSlPR?m{**_vvc&WX(S=aIYIc^*N}Es_?F# zmF_t~+dWDR_ijEA?)TdlJT{9uTd!aQSNI3eKw18{m3RP!`g>hl5Z0A$!1iCEf&I#y zV(*J*3*ZOFdj+O1=X9kqvkhFRhU4Q^)lP*~!7j8|LcI(L^(JkPO*4BxQu;n+xxDCQ zPYp8sTn%-Ir}l>a+{y`7m2WsUzhO)@-X8B3n?wE7i`hOgojaWR+p%=r^YmZ`<5;|? zILZX|SZXZ%tCTsmC(R#Aoo*6KlyWJ0K)E*dH*V@r)lnuOPR@N8H6Hkby#d-AJpQ_} zYwZnEv;yrxP23u(J{^ishf7g}dJu|GhqwHRwm1B6S}fEnXxO=oAg^tt<$Iz0%+G&3 zm1KfCG@0&>Xr&{t7bQ8+W1|hNG8g`dYH{riZKUl}^_0w2f1WLL z{dhobNkn-a)>IZ7va#C0Ik}Z#5?L5DX>`Pbq zlQ)e1`Jfi!@AT=!_n7s(CQ8pMX`aOoN5(8As#2*0@W2)-3`2c=U$%0ATETWpJMDMv z^l?kyHnvXMgFU6Mylj;Nx$CB;igZ>RKuP3}O%JrZ{K}({5UVMr6eS6kIM-22PHGYT z+?=TA71@OeM}-=w#3NX*V>6jIZ*ZQ2bUn9um1g*Vp3(KkajvKEFM=;y`L|F9HMucqlK}BpHWy&Ki8R^kzPFP0@ z)blTuNT^pWv{K#<%~u3WC<#_mE{Q;YRkXf~%F*_tLTF?%IwX7TQ~2L9^uI-AfRtz} zIy{8>_cj#?N{TG2q4HDhYxJTKO+|}p9@~nNy8p7O1=XVoZ+bnviTF`*19i&PK%3mF zP*LqZG-;mUUPuMkQ1?#rzJ6nzt0ImVO{R)1#`L|_qwg66zVbU1$sz^Y*^tforq*Kg z9<*!Hc=V^tSCNSN)gciO8swty=zgyNQa#(L`x0po zIsq6FAs^J+4R~7*)y$yZ!2p7nD`Bt%bJ*iPe~^~0C~HKE@$Re!2Ub_8|KsmmrJs#2<`l(q{W z#&|A-l+21qfUcqXee8ot9LEU()jXu$8^-L-xQ38PYAWqbEUjL44hu)ca+KR0+qdUV z^heM67P?+~9O3#JC4Dpl?Ln`jM(<^iX|I;CO}D8Nq`*O#hZ=^y$(gaGJ}jIQ&s<8VP_xH)D?#D(lQ{!r7`}&OrUNtnwTs!(G7-tG}$l)Vl>(Q z(4f1@FwO+|$STkaZTa}aZX+8?mY7A?#+e1S45v(S(@(*(KfQ zPD^eA>^(^9uU$4sClBw_n5Z9*$xXn^PIFlB^4cFZ-JUVgcn5`1@*-tYP8vGeWyvco#Ux$fXV8o;8rLg!_hV)L3ssI1>oaPNyh^6~wD zK65b2l{bml-ZC@Cr(tx;x=vwa^~{A{Jx;VVyz*v66%@jjp3V0L0)miGeVD1`%b z?i_^?v2|m$!LUfL4B^+z?HS2!!>Z>$rxN6Psv>iFbVvOARki%{7h66sm_>x*EY;B- zlWzQ^y;hH7(dXFQfGL+~yxbyj$<8T(s#V)@iI>zDolfS25h3_75CQisv!eovfp$!Q zWaE~v2)=V3KJ>%d>Z3<5Ih`-1XJlNT(I3bp%yL=dZsmXz`;&pSDn{EhsQV(qkvabRaRP2Z$K2L zW8GSfm)Z$3-QYa>Ezo{Z%Q|tQiC<1)nZC(tgG0GZW-ySN#A`DR(IOn-zbz$m!sCIz zyh0;ds;|dZciwJ`+Tnz_ z#(g?RMGMQ{c4)lpL=c5sF!%AUJpH{@3_@GC*uV2_eSB(`@Jl&T6I94M8>FcX1GE@q zTcLN77L+grW>1WH`p1~C5M(+sn7M<*@V}%h zvI-MSWK4!#*ZUU?!;pum(j{{vMIb7}rF;TL#ydxjlAVX@aDsk~T2P=&9F>l37J<^WhF*(XgPBVQM8d*ry{ zaz^o<+ZimbxB9tc#5Eu)yh%92a{fc+C*L<1t_+5mCGc@bIO#>W$#NnKE#vHcL<30^ z=Dwr9KZ+vZ*vvzY7O8f<#GJy21jQfK!OK$T(*@f}M|*x3Sx1C)K4vkEm92}8agFq0 z-bOwA`8pHwjO}{Y8zng$fo#5nehP2ZI1@i4liR%>83xWwf*H zQ6~ws_b!Tb&&q1XV{xM`3t)7)46mxo$4eeh4bzNQ5cxI8w4Lb)0C? zdX2?mLCW$}>GklzOa;M>Nw%k_M|k@s|Ihy$zee89href_FTiDqhze?02&(A0?lAY+ zrb*RhR>QZ#MCAAb0dz^jCQRX_va6r{QIa6q*cDM4kOE2%I!tsxR~PVL$`^0S>wr=6 z?ij-_ji09EeZAGC7-rU~IZn9TTK^s>yR}H$luHrT@%OZ=S9^je1*hLEzJ;%`F|X{Y z_jU0?Gj#cI&wKPeyiEG`K(@`@mXVwE?9<5xM7>(LIewWZgA;E&*o6-Nlhf7rz)a$( xfP1k}U$Gyrc>1Z2cb@who2SS8hvmDxesgig`Hh{e6$*S6ZQEIR?yUnY{{s47!WsYo literal 0 HcmV?d00001 diff --git a/plots/lurkrs_25.png b/plots/lurkrs_25.png new file mode 100644 index 0000000000000000000000000000000000000000..535ff665c824caa3de614178d7c10ef1147aae82 GIT binary patch literal 72699 zcmeFa30PCtx(2)fl`1N&w&JM@*5O#If~Qv08VGImI32~>fvOa=R;dD_QiU)iIBTh5 zov5NlUv?dd)D|L=eMP>mtk*?aA8 zec$`O-@8_}&z&=^SC3bFa2(fb#`G!kILoV1K_1e10V)0*Ov75f?Qrc zb9)@YZIQZAdsLD0UVyULsPX4By{1x}cSLmR@bh^?v#zikLkGt_e zTqIH7kgO`e$c}RJD_-l`!oP=iNE;8WTeogyYU9;CBb@7MYaJT5I}hBlKKtWS_p(Il ztoqv8;G43b-Z(wcU-q3k-R@pZmzGi!Q}Q?_`LSqYc+j=*Ac-PK!Ui3WXUyQvxY~*y zZWTWKfZy^#eVW3}R#ha?6y*iPOiz){Wby@v8n7R`#RrqEIUnX}_}! ze%lV>sZYztK38Wg1oK5xV3w2iq`23X6RDZ@Twm!LHXS|0ba^mXp{R>ylAKgzq>QhXFos;V( z@_4CbTLzpKYuo4baM4&!t^84EB2@T^6rt%4Lz8QK`3hh6vRB*|56r@Z@zK$wLiF(~ zg;`-XqQa!$LTBv*XCW@q+ju(BYe`8G!F!GoCViENN*eokA=;lUY>yTN z*he&O2!0$beC)2d=WgP0^Nti!Y)#qryZ^4lGxatCqy zDe>F0`-TS>Wd#?7iwYbm}3{xeCshaF`YphF0;?gDvD<){0opsH3qO@N|-f3-Z z%}y)IPRsR7%blE>IXN{yG_AjGkXzGm_ogsiTbM~H0|FS@J*;#!#R&_phK-M?1y9-ow3GC;7tmZyV{DADFpjnYw zKI*GJhbH^&G;hOIv!9Ad4(+$XswM>&ga;RR1YPy`DbF)9N~6(8wYB;mo3`~f{!M$L zZdkO&^HuQ&x*wY4TlJB9%STF=fT9X(MYdR-?P@>!j+cE!R~5a&UDx7nzViH|zeZ*i z`$;wQd#(Ywy9_}qx{wrjL5d(Qo3!+=x|uY|<)`c0PfwdR%}J_Y!@nZ7bwyEq-GzEB z!hb2()?le?kjo@u8o+w>&H9EzZ|*T~i?dV3N!q@ad=i_-`WbnUmGX+@md5RoysHkrgHlRur3?o4c;d`_wP3wlKYx zE>EmeiTS#h(h+XzzWm0%f{^N1vG%@aY)k?QR2Qv_W#1f7dj?ft%1skKn3k9ua`^D!sJ87<{=f;rZXrjH9-R=BIf0HpD{|Vh zHDWt@7XopLb!j_3tM$I8XG~yVpkIkVR#x_!uGm_UoV8lKaAnG7tJ%xk&VRYw!y|g{ zB~ctwE-QoOeWQL}npCtV`{W1Fxc%v<3Vpf#*_AYFdS*79wNaf_&w5ji{56Q`QDpYa zky$$jO`bTh|CaTt;4&*=*^UV%ZQt3nf5+ofsi;o9SPsIIWl^{#K| zT~y!Kv8*rM(h$)e%s6LtL6l~`?Wp5H%}888GUqUR>t{Fz+%738p`0&%d@B8o@Pu5) z2k$vPKpa~N=7a?nRn(=(B5^e~6+%k+z7hvI-CzGfH&CLfLmUtU=@PPI#|}H?Zo3rv z2+G_@wCyzAsB&NeI0u#Y71vd#*Nu0p7(c9W!=Ql!)ww>Je&K2N7N)(TTM~rC-b(Rj z8mnuM)lqs-lmz;C))uAsim6^Kh;3Pr`ZG|0<0Fdo1)dqbCKNSLlAt$8ELw4`1(ce) zrxKQ=+J)qr7L(vByQ#T~%z_;3xw?QR&VeZ90q)G%vyDi@!~GDRpZXQ+XAGSL#(A|! zMB!eZ7hIf|cGWX=%P{R^p5~FW4pn5RZDCPS5MI94?ZgcRlD6_5ycR5t;tAq%1DYOO zqc>>|NtB18`I<*+8InNT*E9$js#J*zx6WB`bzEd4O?bbe)mgZ8ZGQe+{Yr&V4c(&} z%ta06>RFBo6lXvh+0b&TLOR^hMQLtPe339=0l~~Nik($rx<*HlmM4(}iWPx;ilsQu z(ICi_{Nd?#o2p07qPH6eU(!9# zHsc}TYH!(SZc)WhU9wZZJ9r$w)XcH8UZ<@exNtUQQv4?--tA4mhskX_83EYHut*b=AlVuhbFGxpc;g#f~j8FRdp>&eXVj$ zcMgb+&wwFs#Eh_@2SaU?KTo4n*Y-hV)5~sW+|^gyU1Reyu3o)5AiZor6aOkQ`@~X$ zy^gI*`1@6d-(LH8t-E5a;1;GLa6kzi@bXf-*3ax(3I0!z292}3`)sJ)=Uj!DG6sG1B2GwK9kh*My3OuwUA6ntYqHZvk25JH zW+EjFFMI6~%{m)ZewJwlB^8z`q%wr1O>)ga&(i`b=58mp^3`Rji>QQ}aXt;*e9n9_ zx-II#M#qO6*)0?8nH6peV4rr2;KJ$xnx2}AHtLHx6QnmnOO3Cys(IFd)#0jpzy+2b)L0zW+)3e}(5tXbGGGs>MD7&?`7^TuOa+2?sQ(BMLK$9Yg?>y+L z!f{RO6a+`qo|GsNBYeqH0;CU|wV%6%ET{&GxAGN(_V|=ZWep9xvKM%=lcmVy8a@V# zP&>aFk>iLrMv3+muDnot&#m^JP?aQ#$Yzk5%6ZtJ$yY-`i-S>I9PRF+W+8L8MafzV zeMCU@eszlZQ7!W=1M@TezXL@$51{WyC9jE!Vq1c{Dgg;HN<-{R5fH1mUrYUDPP6rVYUtt%6JxDo}!TZYPLsEOD$_;%`EPE0uyF9C%yviUjE<;I@sf z(Z-kEyR?$(G;6yIpj3X<5=X-reH$K_5+2xm)F#KG_0`zMR~Zkhp;J@lwLvRL%Y8K* zR632pv%vTXf${jjo!OLD{QGy)4gz}#u$?T@swuo1d|D{AVX}3ZIg%wd-7tzQLMz%9 zEy_kaCdo&LL#+wtsIA~@!B@Aor^}|wyWw?2v^JmDwpXXrsFiYl(@_2;-7u6UI+C!p zWh7Mpr`c}j&&6!guelWTBPM;O3Eq2F_?-wpu^;wUgt*$ z2QRkMt#%_ub1O{vmR-Il<`l2(qGeSaMN{QwHV;o%`(Jd!Ts)W!B_PQyRuCf9X{0hC zMf44e7TfwJTg*<2iy!GSQ;D+H`ST_^zo@A|Inm1pxT9c#RoORX5VFt zR=4^VH>AGUYZhnXD3n^DZhWOWOykM zd2*C?tKgT7)|bV%pEma7_qIyCAO3S8i zvv^xX*Ou6*KB@C7^iFEraM&^Upw)`ApR5w!TXDs#2$;I4zRXfIQMY>;Uk6KdnEPKxeML-rQ-rG^ zsE~-D1f@+L!7J;Yx`;G4&DS2hje7Y8WMJL8HkWpSAgc$OloIS90bq+L?eO72Ze4)m z`Hd7*ybK(7ua7FxClL8qN@qyO8Js)Ip{%=esrWjOK?5)=WkAUosnza)@}^C zG$P1Ufw57I*KYjP1$`n_r2gzB=Pq2h;QH~*f|8Od_qh1@%#LDqBgj$a{$`XUMY<;C z!PG=o+Y~816ZgsJWO_y_Lv>ODylf=!D*~BX9+_2}B-QS7SMEd9*lFpGf$Q=3RJJmg zh6!#gp|sb)|HsJ9qT>TrCIiV6QSweIzAAPbx!LOC_&irR-7-c-Z`)~Z^TG;!#2O;s z1X|RTB*J#?Y;(?C5Eu?rfI1ab7B|2rwUJm5WRYdsiq!k3((Z!_#(D56{&L`&Xp=JN zrucKmC|_~qnrphAFCp4lt-f*bqKR&|MiX3@gli71$v?ZK$VViK5?w1Pu~q<6_1CR@ zsS&JB$k-pEu98F-$R1KTsbiL4;)%E^G}P8$;*DUp<6K)={fTNI_~g^r&&Pyw4u1Rr z6MIfN2fv|PKBSzKUQ$*clg5!GtWHWN4TK~s>mv!26TOMK^L7r^Eq_y9TvA&sgnTuS zqbfx5ZqUQ`Y_5wS5Mr=0mmUyk)dKC%fddCN*cC{T@*u>jWfO7ssAs(`EtTQWmRAFu zc7bR`yraPmd?YYgim3Mg<}l&MVmz&$1@5u3&aeD(cWni)X0fFz#Ih}Fl7MP6&`f9M^W8EsFd$>d$h03kCaFu@$0#uAm+LQD`FV_rYqC4bX1jGis&Zy%I6$Z zJ>rap@;s4&pO-=sXeWe`<=A>wJ>nDFa43?MaSN((%i6*kDALulNSEKQa%eppR>{vI zS!}f!^pIb%8Eo+a-Ai2VrcwwFR3^rZ6I=wh29U2`UGScD)2=(w&hjCF`&l zT%-WTK?!LI@-wZk`aV`gssM@n2$5}wSb2VXwifU>Qr1jy&NUG7+1=(hQK+7%2m}Ya zXtAz3CJFTauzE!3Hi{hO5zF?$Tr$KBH`!V@8KH1xY)e=7hOQHezw8?h)k)`|yX7U8 zfXY!_Fw4LN3W+)rlT=C?smN4JTvKq=y5)84Mm6NE1lIPT_bq_%7pp-JV5D8fty{MUXMm56#*~-HL4&)q zBy45t+IB;t{zsjHhC=OmV_CccC8r{;B|x*-rgd?mKo|)H89Z6!s8DSSYkMIwi#kzt z3IhMBb0IpVzCe|IRROeu!P`|Du-Qu!cV^_~=2ipEU@S;$f9c{%;0Mg0)Qz{iH?(I zJvq4jEly2L)jTM}oJ7?-dm@{UQ9dgwEHn$D0Te-VogbNn5VzJgZ1pW5#Tsy5_cyzI zf|;TWyp^zzd_!=qM{q7(t3D8|OX*sYYj%`8+_5bFFFHpwO*DjpR~3-l5!QYpEH1~l zourKk{u?KJ67#V-ubt*BO*mQH#*G`90D9cLeYm#RjkHIo4`zh#4_ej4J66YobVjeH zON(fd=zc8^v&7!_V&~nXs0B%z%wQx_g8-$^p4CTg)d!sdfQGEWuzK58aG(P%ZOmT?Qd(0+(71 zG)Z$$J1&i~gdTPFjcU70A+9A#U0764jJAX{dUIi^`H*s?*mC51YE9ih;Rp;O%tTR` zj(!1Jp7~qTaMCwBbVnL;-4>s=Ex5mHSbZTTtgimlH)lMPAdqKU4|EU8@(ao$tcm*@ zltD^~H4wth$@PRvuFzGw*@nBWtJpC?i2Pz|*m@d^b`3hZBN}ZUG&D4Lid#KXq{vMyQw;H^MkWE;ib+eWC{EeW zXJ`G<9leG#3s0^(=m~U;7AvWV)F>iWo@JIw?Pr=-4K^}|k_rdvb=DIAaj!w2i=<3e zYmnH{DVLI#$#6?SJo>Q&R{^_LX!p!$r}vS1f%d@U5W*jfw&sk_<2`;q?6FEqaD~J& zTNQ@%L6$?^YO3uof*DA|t`mzSmW{cb-ij-uFu3ci`7kmH4Pu7uz`5Ec2q>so%+S>? zKNvz%b5!$;sLOKsE)*})pXNmJu30o74K%V24){TyYwI!Mq|O0-6pZT2{clq;8R4+q z$_uxMx~O6t%w7w1;2THIS4r=3Z~5oi%rzE0vQ3O%G`9k@Y2G!s3XKDUBB(Tb%FM1Fq(-u6v&ETiCj+XfMULRo?Xj4wF~3FlqcNV zkn`xe%wIpAN@^dKL4r(cr?{s2f0K<438YBPE^oA(T8BcEVFJifBK|tcsx;gT#ZvZJ zEj#Ro&deid$HCMZM~3sm%nEwX?F@7g>Uwe^;erF<0wNq1Oe|u?4U*E)O{hoTA4!ya z5hT(FlODR&vH3g5c2GWu^`I@ETbh5HJUIam5ZofijK+68$=0* zL$zSx@d{!ixrQJnSuGY}5<#Pz?LUW_Rg|mDGAO#-18WmNgAlq@qpITQW>8;CaFNm~ zX?k49HrAg#T^)jUm7IdXq?E!X7Pru?3pzf!2AZDKH&GH_BnCcl;DkvK)b#GlNum)0NgG3GzI^HT^>PT2A9zOiSK4K7Gs7A9* zgy#8XN?!hmU+)>IFR-=&lF)-VN}c{t+ONsmzOhk$L-V34jsUQTAZ;nou!^P!-P>f0 zs~xadZ9-l;d;x8f(<>%ZOulA!7j6zEIa^#?DGu}80>{|p6V#wI=-LWn$q%7dHdrzG z3jUYwYKvZDJLIH`C|IRJ+|uGSMTtc!$vo8TUwuzB?(>LK+6x-UdOwrq_=MBQrMRAw zKUpW%XA=^kfhvQi$@5vS))g|eaQCS7m8DF7C6N|+;%k_+G?G?51Mg$k*vC@v^Lxx1 z)sl|WIG_SSNPE>qqd23e15`4X2<6p%XO5bgkJQ3#>Wff}}}*o#R< zN8=d(0hf8eI^*IHO{xTCO&vmGlT|78OaaeIz8E;omOKm-XXpzBPAZWE6?lV8Kd&O? zoc$2{C9LL;9Ci{trXT86p;mT4&DvU;(2jMh!zzT-;a5@W0+2C7bG$npY>3UKBEr@WN`L^LCeXW9U@yDKF<4S*c4Dq+NQLMJ{TSfoDpp{ZXcQ^_$ zSwIm1alHY)vYjL=c!`l%+&p{v6D*8&s9m1uPAY9ew^U4`3c~J%v1kkAEvR5uMYra! zZ%CFnMlsJFyNRT!z=@)JtAS<&1TJyYiD?dxN&NPuY*Cq6+zNOf&JN$XG`mHQ?H-i{?_m^P%qN`@o~4u1dl^ViKISWH;#4l zHqpOe3>_n9ko{65qFd(#M(l*93ww0x4lJ4f#OCLU2oiA;_j zv4RK#+R|=I`foX1%^j&%wFEfyd@paUYpy~QkY>H*yXv=Xt5w1@H_Oal)(#492^K@J z=VnA*@ohT>L&51?A(bP9Lkwn2@%~|vgtYwa*#Md$9o3Qy#Zz8$PH%*D3o?*pAR0Ak!5?3WG)=FMHQnc{AJGn3L zyts`D@E>>!oPT;Zs$@##B#0l9_MaqF6n)M=`hl8-L_Qk`mXR)%z91%@>_`u;?a3fI zz!=<$gmwb&0H>x5Wg@;FAux!Y1L$;DQ+cB}!u%wR&lfZe>lppD_r|?es7`9DkyHtz zG?Sv_t1&}(85gsH2R?OwQ1G+j-&aO04)hEiHEfXzT_MUxm{q!XvM%Z`KzHw{$7;zL z(W(ryfknX+{_kM_sWJP1@1Uo0)NM;oNl_AA&Y<@2&Wabve>Pj%JbV4({;09S&r@8} z$rFWy5b_(I@&B&XvbTT8#tZfO@`4JQxBIg1dAK1dpGb&8rIMORK8W<|r&4<~P=wP= z>h0z2ZIZ!I5hUpwh;Zuj1^}0dKAtI{yiWi$1xF&`wq62z?aYzPc?^H?n*@T0nNW{- zJ~|s-&zcy#u-yCLDf%B`&ua>T9Cc?bRb%TEDDf?SaxGvT6moO0=GAj6!&SY{<2P3Z zhCB$IL~g(C%S?jg#))cO9>o|)Q9bM$?Lm%WPzHAthDT&s+OqiJ`JLJA>F%+4nPb2F zG;1jon!M`8{m-ASh)b`}s~>_))xn@9fIm$R>g^)2H%7M=@ZCUq=9m+SG96h#uWO zPRIg;D~cB-S?>v0zSOO1X{7qW2q|pIr0s=M50fQfFu)Q#c3p=AE+#uW{_T&)z6Dfl znVCAo+ffytBJ~j6l#T9Zfx2|%+8#qP)6MT9c|=}7!Z>BbE%-8DM;Q@Y=Bh$VLP?Zl zaernCBv|K0MVOT!R2~oxF=cU9OyEJuA^uuMcbvEg(F?LUNXee^+_yY6^1DBrX<`k1 zDGk@M;TSX=g2u#fW=|+?CS3K^e)*sS`r5kn zB>Qr3!h&GZrmpQ7VaVvGBD)t=mjS7_&$KtuX10hQ8r^bP2;64-xl?+;Lsk zvvA=;*Vjx6^V}sJiz+lxFi-38?CJK{zd!X@v_-Sg%(}F+?tRnx@8pw zCwP3ON>Q&Dx~UJ-YyYIwUr8Loy$X2E4d9 zINu}Wy1b379?%CBRYC&%ST*3*lcPUtKnOO}S_Pi9s)(aM1Hld!sc2b2GX3^SWW%Nr z`9hL3Z0WaWiBgbsW?VSc)v0n4q=PUOE-0J%AR$h?WIKSE0Qc}$OknG?N`t4h(`}E& zf%~(EyG+k$y42M`Jw#(>@S>^Z>-Aye9ZJGFQkPDpUO#n+FVdoKLrR;Q0?l}2R`ZbO za)9IxB4K;sc|@YCb%s3@hobs;<9>Yw2EAIcTL;^C3K58BM#^s1YC0egK zMFFmv2y~X&z@VZm(n)ANoz8Pc`6QsBwY&lQbbm=qN=$y&G%;2jX_$umP-C35xIewv zPS;aqZVt9l?C1Nx?O^|lFU=T*xSN0KW%|ZxNZ_NkELuZkGu1Xfy7M0)3d;v(k!y`~ z+p}aSC9Q?JVe6nJlaKk-~}zT?Cz(%O{5%=lhzk&XAC25dy+|#1azfl!R1uy|qUZcj5g0dKyxI*r&XrWd=BoMn6vSejI4%+l| zfj~{*v8897HG(NkPnQV;n*IpdhG5ENGBfzBTq&e}8T3QAUujL-vt*^@pPnx($+_K* zp)wNi-ZkBCWeX9vGZB&D$>V4fZ%8>|?hs};CG`>um69SPvW$d0Hx=PX!V+a z*83ZZ1{OmISwY}fzIzsFNF)=-*V)hG91YZYG*%4m!^mkmQQ$ysl=uC6yV6u4$; zC_Ix!{7!{w=nz^S)U%Bm`>bUO+s=QW-9VxZwHv}J+Gx!gl>;^;&((pRoA9469X(({WV6Z<{gmMNgE|_hcr1PuJmg7PxZOE^?WzomRjU-m6kWQN zyZz^oFG2EmEGDmw83W<3wmMdZ>e4QWPq-o){XpE zT@KN~n2ly`Op(?dFg}DXJ^Q(uSxama3Z{H`<9xKp3htLHcN2fo`6MR#rytXwnf8OZ z|DuwKb{IcslJ}s24W`s`(Mh}v4{2kKA=_nN0-82@eW>-wFS%ddqkDe3Hh?CzXkW~j zNW10e=?H8WF66o21}2s3a&r4g!p{Y3S}h!4Qpq>alKIjm^LY&K#ymps<$M zvxbr8MH|oQx#M8L+!WOCrEL>5%nkS_CbSEA0 zPifOm@WQBfpgx8LPH?28*Nfqq?7Hhqbz38?WBd9At?$2a;d0hjCMuyO8wXh{*s2}T z_NT+q#TX5;I749Sq+Z^QK{NDvt0wwLlPP)C`m#V}H>k%OcKMXc)zo}f%4ObW8Dyxd zsi`p{<+ISe1?j`!4Q=CZyKd1y^07_RYc@@E3kdaJ(Lkx^XK62*SQ@9zs|#TeW_Q~6 z{@W8vyAmkFE;fdTr`zp}H(zZx%ouKNA!IdZC#MN5WRr<6KLz?Ur;L~L?AX`6Y79!z zi~Fofk)qvV^NeLe*LWh8V|Lw@^{p$xl+K0)drjdos8t(2uk((6ikE?0@_m8NX}tx{ zvVl&A`O7c0i5Bn8P2CHC&^&y-x9hweVIZ~Qx5I=L^(TN-(*$>S!4KSA#+q1;LBXK75RwYw4sh`)8qYpns>6j5a)U(S(08IviyLGOpGN&DgiGW)G!SK#P6J zo5?m}Aa8K?(u7<}eJs&puYjX}Iw=?JyRtzxYr!GjHQ)K8QB2X_L(%x8A!tS@^}EDZ zKf8!4fg40Oc!TUqty)Q@EksY-HgYHhK?gsRl%$}06Q+ebkvKc8_+z;x0NyS#ppYJe z+!jm5Lh8T<(Xw3fosefmM`_RCBFFO+0-yJmaRz+-qsRA6hamiTu$=|SeNI2FF(1>C zKq_7&zbE9Etq*O*Dkev*cTtTp6eGodyE1>{OEuhcSh&rhX4KBc9= z4RRD6cL^BI`D3x4oc1E&W#GZLv~0T61P`)kCyg$42cPWoX~!EUvh17zA*lJCu&l-X zv+B|iE9wg>-KQJ-HmMwo4eG$6*%@_ZDf#$xbQ`dsrx2#+OQH?GuVU)P8&MVRxm79J zxB|F21$9Z--~vm1+TnZcY*;FW_?wW~=@GSAXcfs)vM^|=|IJqV7&CPm6(M9A9X!^7 z*gZjxg*8X8GNVIEiHL|$%krOWP`NKLT(4k`v99XI86SS68*Usj-R4f{Xz}7ppMWDDA`bTo{jKY+?N@(k+Ga@gZ#zB%+eT_QNt>x!H^Q#s9*i69SH=*9$_(GtJgWXJ)=IvbBYz+4WO}=j0PeUI zK0aZxvtqG$K}?(EY+AyVSNfdMgIe7>Bd)MnX}J7ngG)_bKB4k60zDiTjl#tc(iG8t zTJ%7`tpAk07{djT&{Z*hV%qkTq@0y=h~@G&S}IJ&-iInC5yHQ49~`u1io?MK!9FAf)Ug_kC6usW3k|v_iHI z0y#en7C7wWhh3cP0@ZD+wc|Q_pSn}tM!2fGz_1>P-trAb*!N#XXOxF$sK=wg$f*b6 z*x~xv>v@UVXKH2FZQIz630P1w>2$mJ@vp{Q7mvPGq}_H&`{>hTaZ~Q5+p!s&DR%TQ zG%h4U8qlBGC()RjBxmU1Iz|}_CE z2-MRq!#HbgybWRXygauY1DWj3@5#$pwJIZ&Re&e>y8e#%OB{I7|128I#rKV)V96kK zhYjV=3^SRLgN^Da9j7adA*6c|Z64g74D@VVG}3nZLVQtD;6bZDUTu!gx_;{L#t zRNAqsN#UrL#vw8_?TbrIwqR~|p`m|5b6`gg$;5i;XZ2)t_l(s~w2f{*69Ke)u$`1% z-e~0i@&`gpbiDIeVHmFY?U5eeEL*sc3)zGUL~06)L4Ef8N*{JG=q=XkC>omvW2J)2 zKkU8E`U~^We>I>=Nhj-+FhD`0l*$=HRCLZ*O`Z@(EQ~qO?yfOd-M=v0CZ%{O9{#Db zS3SZQNV@fO8<>q&@Q(40@QVz=`~*vseqkt0ZpI?6j6Fwmk;S_1Z%7Zbr1H_Xy*w?r zU4|0Hml%%a+CeS-2HEvw8ks1Zl42}Y5n=;L;>TLQBTf7Q*u9Wi8UV6z50YT~qHKws z{Sw@m!1kkT<8|K^F&gq2(~`<4>>zcxfFu< z`OY{cb^GzKF3-};ax6An7{VluJBFmMpsM%_9EnY?$KXlqIx$sdZNwULn9+~czOs$I zsFbr65JZCigI1#q8LQ~ilA z@IoB2sVp%naoP!37^oL3t&9jtJBmJ5bF-c+ls1jwSyA!TD)7R8l@vTYEsoR+Y$=A9 zt5{~>MY{xDVLwxCRkRBrHWtF>9lC$dGW+aKIrB1EG~Cbd(b>C9=j=h2d*dd$w%E0^ zX~01z>kyJe{ob(4poOz{7sRGi9VDw4S)%^N`5TN;|3#1E*S;zyCm8DNE8ISr3`T(f z!r!z?z6<$idvnkC(YB23`Dxzj`BFu7%R%#9&GUJMo|zM8^D@r4nywufUAbE}+$7t= zsx4~8S=XkZ8T2qL@e^A}e`LCqNIpw>pxhl&x!FQ3>*VaR`9$C64VvZ_vOMLdiiu;w zd5q(qp*J4Gi&ME!965St#W~leRC?uTXKfzpyAy(9jC+CbM&0+kQiIH2a^naeQKk#)h|Idp?{JBEZKrFe{9+Es-QQ4#W!+sVar>px}M254~BBGxRLV_rn z9+~zV;oKB7rXL}*iGtm_VWC}tO6k#hyvJ_)>C7s@jN;GU$yYozHehQumPzT2hg5%HMB|?xCQzSQIk5!M;q}CNjm4+$@*3_cbhqp+)sucWb41npzpxg@jb)1B zY+@+GBwaMrBo!O5-V4R-8Bj`34#A$Tgv~~L|10_$(BD6#tdx70S6x;bk_}=osTXY@ zO!v=)b!X`Aa=)Vg>SioM&Nw5Mg#G|aZI@jki$zhgFR?f#OSB0P$hLaxdh^{N7w4LTKb-7k)`x)8uewBTCkSA%o+!fA zp!2H@xJu6#adgSlS9|x?zbp$clN`0_b_~}fyNkU{X@)R3Mq#RNLx~wUWH`}|E>x%) z+rVYw@Eb_*kg^~r&b8j~=_PMt$}TQVnT{8&dYV)IR1Y&5Q5J@DMiGGt0bLGZ(HhQ> zI}6bc_R?Ohv`hjBA0J^tm?^Z&BDrh3wG$nI7s`S__gZ3N^7r+E!OIg9x(?Q3bv>02 z4$G16URGFmW0^j8HXW25?a){~pK7l* zp{AZ2*6vSlcF2fHY8rhT8>0?fu0r3Efv`-Pl;tq@jfeHY?>dNu z7{uclqD!HXTALXKoZNm+Qn@Rs3%6U*VZMY`wQi$S>uo*V^vpN@F?r>pBls6`ot|Fk zoYk#9a;HA_AqKhuB}cTSMSt^t!HS`aCgIRcd=U)EbpMpGM0uGQ!x{6CdRifFx$;q- zClWED&wMxMg+~+w+;oZ--?u5L4MmWxnvaCF>#c!!Aa=7fM30D}{t#jRGXl5UXT(^a zgqn*9VX+nw&-f$dx#%}%d-vak`K33ZMcy%n?-LpJC6X|HvgsCi2cN5uOW2fQBBIC|cIZd5mz81w}KnHMJPzYEhW@&mD(8LnGWLDw5@oEf^0DcYI7!jksW zj8wFTBAevBZU!|fuwyO`K@P|$!)|b$>vZDNWj(qhxtTDWfBGQ=H5T!#-|x=4k<7Sl zkU3&yjFIMfb-R(6_%M*&O^WYXQZq{Pp_n0LPT(WIx->gj4$DbQnHa`1+5o5?#HLTX)a~`n9^b5x4#j!wVg?GDF8Bq~Z=>t7af>MK zzoB1qSo)F?ejymNWpkl8 z=M{;6w+w8C$uvgYWcGzA>6iegcX3|$-#{kX-M7F#U9Hz~j=0Be)n{E9#c2VFjqW5t zFww{a8MdQdhmjyAzrzwDGN$D)lY9zx=s_HdQrVZ3uUXyZG-FrIU*7AB%#2rV<0VTq z0S-8{SlAy1eS{oagr$@)Vd+oH?8bR3#TEF94T+b9r?qD6;KgRg$45?Gk;y?5WjKZD zgR)zeW^{_akJ)T46)^wGZo|8)q$>;~!KMaX1C_iGy)5lx%nnBMuD$^@y_9>B zr9+6zRba6ia&}087XspyU`af~EKZbawb{n(=KCwGa*!p=V2Rlb&K@+CQX@x`sc|%m zMm6O{r(nq|$GHSl5)!JX>*@6Ij>6KhM9x=f)S=zcvysjEz8>uRwpU<8LC*-;@SMaX z6DZcqj00teYmb!8^Q;XVM!_3Don+filf)C8`#mr3)l;Q%CnC^JZ0>mt)S_>_B! z>G|C8hSBqC1NCVd0z7Ma;1^WCve_K>w`Hk-CW4;Ti|BV98X*;lf7Y3##V&BvCHNr-@ti~vS zaj^OnHG`QAo=}NKvFzQP8G;ksqR|M`poMMG1iPIuG*SpfOxm}6MP^7Bd?Z`J@`P={ ziiInK*I|_Ym*VUW8L(85k6|toEQy@P?>Rl+Y55M1Z|;vJ?80C-D{TUNK5{|Bq2Gzz zO>l048JSu~b|`i!e+M2+q z!jf*R=ENAMQiuVt72G#P5e~(Oy?a0Xzi7Vv1cZa24q>vU5o;`E>c6qc*Db`DGFjtP z;>=LRI|P5aEFye?m^X2v>>qiDN(@V#X3d!yOOKB~(#y;Rz!)!fI`D&i&!X6K-Oep$ zuVt0uiS~{7Hi00ZBf_uw(t2!%NPo*V6XJ5Ca{#rC{D6+akQmzmqO;W~_^xvfzW{jS znhWF)I$0{DtI-&KIRK1>Yv-%qvp!NJoZQDAeZL_Ii#eRTerB;k2w+9;oYYc1o_Gh3 zfR%`*yxvOWlVAXj>RC9hvCTx6OjA3U9m>VXfsJ)GiH5pA65^^=+`tlFOT$7^wPb8H zLYQI|-xP#U{|bFI%FbN}Gn%-RB3HjZh7qA_33vzPEF;X6E?Ym08$b{|zS$w93xJh> zKYb6z8xN19%f6Zyavv26$@5|0uoW>VPkT3fsIsO~)3KQJ3H>#JeOkM{bG@vZkefbD&rFETJeMSQf;if%La^TurY0<*o4?Vu`+)8de-L3|!uyD@ zcWNqm4*luS$Lj_Ch#GOz^TCm49rX4wqw*%s1vaZr5)J5{uifus(gxPwV|!k}m`Fxd zep6{-W#&JKtWaF$67yAziZOW(SBU+Op)88pklU~RJJaPC%gj|Bauh382F}4FK137U zoXxW1hVljc$zeV*kV#Wrf$4`a(UbY7JCVzPkXS|eHV0L}^_Bu;8FPSRYK!;=!E*hA zX(P8}=73lx%HY+=Vg&CYznHT*C>g?tHEA!FcNMPh_n51S97PBxIBZHxLcL)Byj>s! z1ot{T-YLcdvp@@NW4BJd z748t^f%WvkA?*AmMz=1sAdq9H9K`;*G8RI|?R`^`b@Q zx&^4RpgWAyVVoICWqb!0kzMsUT&nE{SRc{gUVd0@rfx zg7+@{{ZiHZWA;5Mwiy{=b`N4Oz>mCWVOlq;p;`3tOnTCrp<_Bulh7yYMUo6)WGm*R zkqz&qQZeGgQUVhOSXl=t!%(oDZ2nA@%D@65MH`WG|5wfRi~Jlf*eD35+%#nyC$^>X|0!B=z0QP%h2L zf9_lw{FLGXv=b#$%X1f|lv5Kuk`LDyHBiVsiZ5TIJvA%isLMAn>!pdlRX1o8QPbaG z-2P{Ccf-3ezYiWF#5(-@|Ep)MrBN+R{eq_EZ<)VTK&_7_u&J-t5LtpS7;Y$cv8IjL zQ(#pu`0?8H`3J8#O{yLP&d-CAyfAW2)Tp%hmOlD2iIkfEriJFeTiX8rL((8F%j*0P zs2ze92db8`H#^k)bDA;IOVGj5voh%f3`iNIa}S$>4$p3pzI`@7@PWEt`)fCUkC7 z$TbGv(`>08SCDYnDOLWCG{OtRKABPNv?(U_NUMZ@`X&HwQ}pRg?_HCS9ut%F87|OT zy@(p8y808TFJOai+ST}UUNtpFgOdCLlgNKgdrNk%P`KFo^!AcxG*9m>*|8N(yJaKE zqtI!%>H4K~E*fgP>#b+lMRx2Pb{pWee}qeg4LcY%^W)@}?f=XjC7)QZzzaDhDKBsv zaCLdP$q$u%PLOB8_2cO6vbV;Bb8H>LDYiVJ`zLP695XMF+ra2&$S~R<$jH$BF24kr)`)6@ZI6P-u5uuw&eu-H>;&A<98r2Ub&dDAQX^AbN=-Od)_<)YE^v;@V@zdeb z@Snrpfum$tz$l@&U8twwwZ_Zpb0&4wdX;ej1}ntR32b|r%H6>px^!F#v7i8gBjwdo`d58%d76RMQu1+z$@OdG(*XA=8LcWf9qe3pn zB(1|vYM?Qru~Ymv)YEnMJX^YcMdep79Jzb_m3c{@%pKL|_}&GA{VyDwH>ytv!vB{s z{kRZVKl&^(_&s2T!IG3O2Z4f^zTOqB-hJc`;m8yN&xb|aC*0lZz9Wy{{i+KYL59$R zl@!Cdx+PyR)%SA76n#ha4y5bzx`Sepos`s5Y-@G_KwCHEK-9 zvxC5$f?=}SK5u58N%3bUb4R(ri*hmk%TJR&;kbmR(HIU62JQsdhE|^C$m%j07sQM+ z9=Hu|2}7QI8y)hW94+!>e7h03fUsj2d0FV|aQqv~Q+#FC_!3Ml8BfT{l6rSm8oneT znoL1#D?Y3T6VfK=^d+m#*dhQs0kUmfX=@BZWO!dxaQWr!hUGj@dSblvJ`%l!oEkW7 z?vEi+Kz3oahI=2;@+SI{(-vBv0|O0~BZ$EUUALCrfF0i&bW;zE)gIa_w#`8JW5bl#fUw`*K86GO}8jo){SU}sN zw(0i<`z-PfGrt@%F5BZDQ)+2?n_*r!E{0*-is?9qN$GnyR zO4x(c{$y%6u}@&$gC`}*lmGbO^QP1qFYlD!*W4ve$?K3C^_nGhAkbhnnkhp+Rk|JyDK${&J*e!C}@?IxFz1tk*E{vGC|q z>nbE0pGPt%+T2?glR%1&p4ixmCW{2=EJx4fZZYW~ky0E;(=P@(DMTRXrOcm%w>6|5 zBZJ3XynKj>p{=5z4m!0NsEI)*PR$Y4%y@49tiGjC+>6(LnO`v$(u`Gwin-scv@(HD?93SaUxe-^Ry#_zuxu9ltmLsXrfH+CJE&kQteDqp1-Nx4DG8 z<;b3;AjY5hSuINI_H9m^jy>}iNk-NDm1(bZFU8k?rVuhrrBi@k5TBd;nC&b)GWayZ;t!o=M%v&4%7Z9Wo`kwwQlFOurJckH+Z)H@S!s z&_j7KFwpgfmRA=YJaNz7-X*`_RlOVKq3&TAS|Qd)^hPi^+c&FPnD3COV!VuNXejQb zR7Sl{C%sXHTB?2QxxKl`@2)`m2q{G`8>6#=C+{OqL4^J#mn>;j87TTGhG;oP`glP6F2CL=%V)3BD(B=~^Pphs3CsqFP6Y45=aEwAG5on6ks z@k|aiSkEZ?K}DSD$%S-5&x%ZBPwUPrMj~j|+E?_57&Wu3NB8cqDuzJ9(Kj|_Eo}J- zmGZ_|CfqVn`4t02G;T7%e0@{cB(#OVj2S05GB4!qh{a|_0i(FVCi&B;p*ajSl|uvc z`@Q!&Xeb#UJj|I zGovB163;bf-68YGfg$t!ZRgdh3h+%%Fa+p5ktBTKieZc}n*qg`W8EpXdQPG{Bpcp% zKQ;{+x!D1^jkjylu3_sf#iyS$VSD8yl#gs z)S2$;zvcC=+^$_AuXjCplboUOmZzHo7Fka}sJY_4>Ix7L2a}z??=Z{@eJGQeCKz|K zy&Jlq3;|BCu2i#w;fUyWaKnz21W&+9*v|C{29?jEsZhLQ6Ctn1(#_X(Hb{hwA9Mgi zlGepiLTA}ANv8RTlM5HPK3QSD_r}rQW-E4#8g?Wm4-@0n@Xb4VeVxgXzRbLvyfDLr z{+q!NG=zCLpK^23tY^kby#cI!F=m4Q93Y5&n1c-*6!n-q!Xq3Y))&lAfLz2)|5wQk z(+K%xrl-?cZ?pV@1^N0s0p}7qZd7E)Fsf?mCyf%<-HIiwGRn9k-!}FuMwG3FLh&W3=<5* zvP4vg*JC#KS|meH;`JDl=~q_9m^kI(@}&RZlQDT*9}pC7?n?1tIO^>phSU z!_%j+v^IC7)8U*mm^c(yCtFE919&hYX{^IfMcGT42W@SAd*rB@CTxCvsEVAoYu7N7 z>F@XGqlZLPGg%K9tzXMC#ywD|lSRJ4UZ5_#U6(JKWO8F88lC3tjY~`GwaC}#bTZgu zounW1uzdL?Bnqs6=Y<-(+~icGlx#hnWI7Y(y?gjOvR?ju7ke)&}?O>hEBMY`~BWnP%)ZnRTZI0~f^zM(xL8kk> zh~tx&t?S^$cN8#rIn6tqlYFTgH?s^P2SG{;bnPGEsyTch$C9bp8NEe~3l7^fdnDHf zwd;LP)PW}qy!s{RGGw=$SCUG;+63LgGT=oQjrkF37-~ecWYbL3>f^ilGBPTqIcyB2 z8~2YGxD-&CWgjl6h&yw3X;LnSE}EB)2Ye3>Vp{B$QuR}6CFHV`d7KAx36 z@?~@Qc$|$HqSk9LjtM&aE7#53S%7UP;{W23k0!s%^y$+RUgnT@2*klVr46u#Tb+?H z;&6;yroK+t=~q@91DrBv`A**jJYN6J>&Jm8KJ04j;+bNXk+3>BBNNRV^UvVz_08tHAA4PW#h#nn1L{QrRU&X>B=^0h7=QEEyHaF8S*0q( zQPxDF#$DWobrc}XK;QplLe=#&(8x*qa+61Uc@@Nr=Q^eWOCPj+ocYq0VD82do0`g! z5v{7>jQGbuu=ISdnN6`n=mD}+WCAp@Fg68*kpmC@WeXYAAbN4TW_o(-y{(-FO@K1J zRU4Q9b7OCA$Y+J!&cr92IU7G7vo9a)1=Ew+6^s@&rQWuN)JH1|oaTLgy_=WZXBn^9O(HWQT*bE*eqTA=%(9j73y(v_hlLFAN5Pc;a4A@p3{A`~qKCGYn~xL!!mgA!kgu0YBrI z$f?}ZdwATP2X{S-R+qiNVieF$KL%SieC=@qAdIOg{zt@Z7K|ifJ;VRytAEKm|Ht!{ z>-i7s&s#WM`g?ilk&?Am3lZFe=aNdUzhWOkYf4&tT7kVldo91Lj^X-P z3dib}5D+7%ylKZ}Pq95-BOajN4^`KX2&vWfQTSRAT8Z_eZY}h+(%Zv79<|QT#A}`3 z{MZ9IZ9Zp-o_?TiB!6Ub{lcCONlyMyzeL8QA2mPdyhseB8{!_j z9smmo9ZSu?8eQqvaqJ%HX)RGn@BYaI=`j83_cRqkCzyy_rU$)>hru^XLVG7P4 z=e^`N5myob{rioq@uH^9$$#`^4(;E`SWO4NX7c_hmwcQ@C$Mt@#i1Q!uxtP&9KMR* zlPObRt!C;R8H}e&hmureed1-%DlCElWeV8=M>VNDgrv}EAbALjc{IwXq24elGjl>C z`9l6J?mD-J<*=95cbQ(k{@CkF1Id+b^oSY=Y6!4TbhDis=RSRhj9FP|JwA!<+&dy>C zm>GpszB>wlCQRzx!%*)=&U{A?boK0hu3=#xI}T6p7HnkvRkog9$|w4&UrA@y;sE(~ zF0eRm6f0u--?m#HA>DJ<$mygIK!q6Qb$Z*jc^oj`kndl{Y40_Cas9Cu2G4xw-P-{> zUS^FKC~UjFh_N2X4V=7XQy0jVoh=Kek-S|WlAd7#jN7mKNC*sJn{wjs_E=;_NOI;o zsI}d|<4DYf=-NF3pM*BW_i*iY+FhGOaNXG>v)OlaK{wjm0EZ1*L;2Glh+(int<%`x zyKqmreF?_f3r)DueXs$FIy?nURjl2^arJAqC$WXL)bem`aj!=sb(B7*dT}Igdf??= zr}K-U2klCJ%`ERHy3k+{C^=A0EUxU8?G2$85O;N!;+5y-uw=ZR=^TbB>9lhHDDp= ziTQ~pHC|)9Y5<|Y{Yby;Wd_xf;lwn9leSYBqOmX_Mq z5`|0?6SM53M??e_$=HfUDX74nK!=3&3z z^=vgQ>v+!ldH?^8KYp->XSkpHUh7)dy4Je68dO^{QY1zj{zw(7Iz7?^*k=>9YKu&Q zj40Tctix^DdL}_T_FQDd&BWc2-GIgIw4uS7I$c4YtB04EQ;1Guf=G<1Dk#2@t5%F< ze}3D@{!`dOp&~G{!njhFBZ6QF`&AgZUN_`7dpUQbj84B_h3C*S4Nr*U(VN}Q68g5MQzSh%ZwM(pq;O{j} z%t-5%;6`!lIn`Z) zmSrLT-r1_+8NRMYr3zQ;ac>nS!Rd<9UPAx*_(*I|b}61x7~f;l7U6wYn6ZHu#i-Zk zs+kf3V2qu3rW94sKUoL6sOtOw%Z!V+)>L(!eYq+!R6G#L8}BrBws6FNT96p-go_Z) za)p}E!o%|D#88Wg{xH3h){6YCVzm=XefZU0y~O$xpSO2fqhQi8=8|19zWwq@6Ab%H z;XEd+Jodk%jnh}c)WD7qPHpV<*=AB?mCq!YkO;pHR}n(WOhZU3U(i#xy}P3le5SRd ziHfju@ANEKLEk7h+ovZtMGLZByBuv|FJLNl)rN@x;ylDJ&yVK{0lPiC6HGqsqlC{n z@~R2Bq&|gDI2X-n(8#BRk=!jI^4_N6#0x_ z&v_|Z`ayx8e>__ecwO`x-k{aDRg)MYn_IT~>Mdgrw1LD{q_32SamIXh)8Un0fO=^y zx0}0rdFQ!y)+S!d>8b}GK6P3^qA~j^37X5*1v7otH_S=5y$VgPqSY+IpA$}S?QSQWiZwc&VjUxDBo7=b&b#VM<}0A$`tERn+u^O=5iUWp`-*g3aa>f4cgpN-CoZ+NE+AHjSzH(DkW^}8bKbbUX5$c9aye7;&+T~S>s;p!VNOcan|pi3 zZ1}7rYcM3_-M;F|m%b(}`dU7_=D>{^L8%1P4GmxCIw|pwTkTx^)QU{fL_fRSF5#Li z`W8tF`PT6TRh~nWp2^qBSgd{kdLXgSOk?L1^-~n&2TzQlw@!Ff*WjEh%_H`9n*2@6 zH@v%bi*f6{V8y>5QLKe!1jF8;b%j5KPW+O5vJlC|Q`8cx79_sz0)HpTRas#R*QC9w zrn%n&@#2^iN6s!LT{2boHplZ8S7GdA7kub=%cn@nqc;fdhl|y_d{_o+Ct(Mw#d4SE(d4qSd-WVU(nLfHXAnjili+{nVlY9D6Gw@Y=CX__DY8dc z+7J>wDi}_a1_LCCSz6fvIKRuJy_RB>*-k0Dg)rRnD2)(~hcZ{4Nj*}pMr z^M^!R5wK!J8X{~6QCW9tXh!2s-fWF2M|zc4G^V(9xQDyeG$bahkDcRDCB1os*6OI_ zwuq7RkJtfEco15=32d?X8)m#i*w~s}7p@KzFIU5j<$v4{3O|HUVQl+1Un2tX-|C{# zNvgoH?B{Je)enEEg$dQbtTv^5q56>q03W6-RU>ti^d6wE*`yO(NuQY z+sVqX7lNhoAeKLvJ|4IfnZi@-_}khM2@_e&PkNN57UH2KX3(lp!+J@bk@FWHlG}J@ zy2h!S!=vShH4)1Oea>O@Q++P4IX6uS-W!p5qrV>N2B(|tsUA*5Rm_h5(~9$+r>}8o z&Qy&~e{R~Oe)~c`&8~}NM@@t8wHw4QqA17~zZg5SasL7NhPXL$Hg>xnb(He z9-av%F;k-CZ9Jx2*(+a9GTwlF=B{zd@lPs7^5+WV)H6)+>=ixOuU74!PxrYQUS6eY zfsF34m28&MV@m%}b_y<=Uz~34{y)9q_LQ%KwK+&fV;J$412K^r0=A!+j zYB6>B=s#7?I$uJ!b^UY%aIx!`2Tz06WPDPqVHk0#aivN=Peom3lQ&eM$BWcBa1e!B?zj!+&`epI7 z-N6kgDZF5+$fB61^^aO0ycGnOfQx^A)0x;OPxZoSEo0`+6w%5o6TOl~GBHi74T&1v zXR=W)VGM*nzOA+xUR^zS{Lk-(d*K?RR0XaYe-oujpeDXqNVJNd_hb~>gq&X9F|_~X z!J63pp~Hrq9WYQ$&5)i+j?@*H09`b?v@k`0-2F6~M&~u#+ru=^M3pvzo~+dq~EKzLl^>+ca44#uVF=BmQE9|mCYP9-pOer zrrvR)nUFYrP10U9dcmC?74tbch#izsN}kh3#cr&)ah#Q^Cbp+zno)_jaM4vR2mlhB zn!Okm7qPE)qnsR7n>n$NA`-Ieq_KV#?FWY;&3mMimMF%EK1^@nR$TECk|PLi3Qz=k z5GBGv;qmQ8e_wBtMs#B?_IR{=@6m)zZxBdBPLVCP<0E)7QlRKJ9^~aE?!h?54=bZR zABkY(bLY=1=kuPoQ+B>!@yfNbT=Z^3hkhaB7MRj7kAOpU`5VOPqlTdqQQuvsX8*i~ z`x3#*f+;D;4V7@NGuUJGN2Z^2Hw{ta`Oi9vSG92(X~Knzyk+9%k!Ez;@Gy1K+u7L? zr_-MBvz*1b)2@{bYMXX#-+`nVL6IJgBR2wK9XC%b`_{XA58e=*)hP^yW@5hq-+}-ncwD&XMf>zV9UM(!V(Sb#yyTp9XFvry{kTv- zR_Rxz-V(KrJo4&{gyJ;=}Iy(qM*YxtQpb4*T*Dt7qp-4$7j*AZ}ByK&Q% zw9ce{F150dIH>>AhK+aX`C2Mc z)mP2FzW=G7PnVjvHs!I<6n^H(&cH(gP7gr~ZoWIXpH8=%VBR{|aA8tEJJL&0A+!M8 zI`g>Sk5S_ASFB^9R_tsgn};_I8{c7XCwocj}Zgb_IQ8603<}o{O z4tV^(+(7=Y_tB3o4E_G_+3Z(MSOiB(mWcKZ`=3y^8+`$M`0VRT+VyjdTnYIa^1Oq z8$8C`nQdY==+-vmD~W?z5Q7n4tXqe)sO9#)2gY}37p5PmaZH@6Nt}yU_$kI!D&5Ze zQx9mflM=Yml4Q~3CAP=|SX;Q8%5RF+-FkkXiPBPehVPUeyHA+SGL4(dKi?G=LpNo< zw=GHM(m$38KS$F1W^l0it{yWhpV4Yn%1-NkU|sLf(S2;K(>jOdpSr}oIpP1?MO_}u z$#DA`t==M!Kz;MYM=0MLj{{47=J)~^DH)XCBZUPR{7h&-pPkNWVR4!TVRH+(haF!! zdzB2uX z<55Uv0dVs3?s#Hb0(Tsx*Lz_Z?aPm?b&1yOHV=1J!d+tL`i2dP_1%^KpJ1pj6yn+e1)LLo(4vuW;Bd;pGc9pjf6D;N4S&(3}7+3bvk zeQG-JqCA#@d1_TA)oYu%Zo>1pV@(pQ1O52F74h&6x`Iv3|9X)9?z)irvD72|4j$oeKYsVkzrMeyS@uHZ z?~D9?%2S#m^MQWlN}@DphfDvp*;OK<%P5m0s2hY4aCwPIkRwDDZo~dwZu{lWd+cq2exT zRQWSjR_##)GQ&5bLa>8<(-Zch&@P^0he*lE2?FoUevW32X8Lt@=8hYek2150`R6ks zQiyl3a~qp4Chc48*z3c7I65o2zTO_a$C|K!m9czr7p0RX;r%G2aWoMTC!RO>5#`ID zTia3@sCA6uBd&z4BPHI&-{IRN^bP4at(AKRjcw10XEs6ztadcfPweN|ch@9t#16s; zA=GLlF}WUZz4ql6uVDF=!*Mh#ZF~E*qs;VX&vb6nOW}WF=()Z2quRYZ>dQ{HCgP(x zk7N5$%C4(V?RvlaF46PZwqGW3lzyF=ZO^_Ra(z@)lI)^+rAUIfW%QJ0R+e@~-^Q4z zB&T9+9zxiQGeXdAYw{GOitR_uA8nRx^|G0E;+I<uyl6T6=6Up8w$iojG*$=LSd+|1;}I=iuip3BFZiEeAlzRx=<#z(>zC1$d78)|OO zwQ*q#`?!&eVVu>Q@3#21ZhPrR=hc1FYS=uD?fo(aMZ~&APrtxUv3FW=vz29~c&{RM zvi%>ngZ=BT+}%1+1(vdpnQWf-ONO>R>!Wg@X(c4pJ!bY^$44cy5~wjXdYmMN=&a;IY@m{Sjs$Z0 zf9N8PE$m~P*7DE3AUqQi?zklL9EnCGN+^(Td}BXU5_zkd0wTsx{_;rM==!fjXhwTN zNdmQYFX-%!cwOvT-l>lK&=0z;R%#xBT1lh=szqGbCwqpMkfa(%sNQ6n&kB=go0ceX zppMJR$Uu6Td?aHbccv^vlVxq)4&PvgBFjz@LQ<7PwV9eY*HO>Oh{F`bo2EiMOY1kJ z=TOneTVXJvi)SZhbo%M$dBpPV!jvup-c|9{?%>Nmh3RvyCMI+u1S1~&rgNfB27JTz zFlmK_-XNtv78nu|){-#6B<5(#7|&tcC)q5E_Y;YNA!n==!l!~fWnp6HFvXTXgiRHi z*XS(>o%~pz*4&!KEN{Y27~i$d{WEj$7r)189%FWMjJUaNFpJh{I01cD(=5gk|LH!H zm{32LtR-RFiOuUQ@;cYV$L=`UiI6PjS(OI3XslOabtY7OOFl^3E-@)meFjXyyo2rV zvuZ}pqAxS1gC&n8&vmP$Y9Xlm7yMFKl8Y}bC* z{1uom)l@UGV{sZYGGFP#MbRyJMU7!%590TW=cdd zBdAC4%;N+y;yoC)Vp>~?b(iysdnAL2`No4F0A^_0EgR*n&+*=EZfzZ$Gq|mA+jqQx z1cZ*{yF}1IicB(M;_)?HJI%0dD@GEa$YYiG2+P%KBiwn?*PAES+x)se(Qm{f%}cJ| zh;w<{wgX5r=FT>;hIr zC)hC&uA!T>%zn*V*pBZO_W21TAt{}%#wBnky?sA>b&L~unFyDW6lvi;>@9&{_`p0- zq(3vY%@R?Kwj9+*!Jx8Oh40El>7?$=V`CJa|Nmm?-tW@?(%@r-5$ZE>-*zG$>@S)4 z2PKd&eHj##?jfOm)(6)1I(v_3(tXiGWzI8lc^b-ko&`Nl(b;hnRP8^xOpVSQydX6O za?L_T#MiKA`F9NJ4lEh=OV}tC5?h=gDuJBR%>*k8Wrr>(MuLGhRPBP|#YBBpU8a$2osSSO@OFc1u ziLouPe=60;QlOp4&oVmc`r$iDO~~6LVuu9y5Kz64MU^;2^qsQ zgR8$?AH$*%6?nvGjGsbsd0$A!Wkj?0P&*)5Q7rXeJ26DeYU{fI7Ft7Ue(o*1q3J%d zBi7J9L8)L;SOjHe3Oulhv9UDhQSVz2gxIi|3+(aJ}kc^ zfE~r<*b@15V*1x*8c~-^UIhS%=-&*MMI#GVwZloykPUhSOFFd@N=fC7)TYm8p{>hEnBzT zjAw`~$DLq5V>Tomd37Up(v&~3?rIjOXD=9_;L<00f@}W+6Qd547{uT%pjeuWNKqEw zgX>(*Nj!IL{;9?>l{znER)#t7ALph;jGmEzx|U5NeWpfz+Q&|}+dOUdwj>^(v>=+P z{v`-{Qa>{KP+ZN~?0=DZ{6_z)FPu()w*|>{*I2hfk(EK{Iresn(&XiR+&jz(;`F_1 zk4;Wlz1uw4d6MX}(#VShS8c1?E_-WB{|s^saR=JCn|?j%n^*fb4sc{%SHi8rPvB%F zxFj(^S@xWFufBi)NiXYUUr3Trum!-mIE~jQsLaQbRlm_CQKus(-BLM58g(T+6R_uw zI&(u?o^Uux;mpFcUD; z{5~O^@{e>sT)-44|4dcb)jWdk?Bq6tc2A7;1Y~kudAJ~$euWC2G_(O&ngwAPlws6q zQj6#q8iutKW2fuy%UN+Li7UHPMxK<`^o`pRt!W%^kyQF?BodOF7TQ)3yO$_f;0|l8pv{R(1Uq?&6p!nGe1^AkSe(BbAL2v@745=sN&HNb5`#bwgt4QAVYrRa{~LU0BLOjc z^l3zIWw&#yNxSw5IYRv=jg$Z#0=9Ud05@V`g7!}K19*BN%hTKR>Ul=w4;8oe#HWgam88Rh`M5DPIr7j5@C(vktcW~??xm6ISEtFhH?fL{4=oanduXDf2c-zqG%{xeOZ}VP?&JWw`F>$6& ztQ`rCOrsJ+o{8MhVi@QGwM;g+nj6xF=C_17QK&DU`k+a_Foz|--=$@>vO!bXXnN3AT*}SMa!2kVUo+E zmRq4xN~0aH+#)Yy>)feWV=ls@awMi%TN5wxDAZ8}`lRoHcEqaocLgc$GsZvoD*YwjJEWyQ;lpn@l~#V}6Nsb-?1hTxB*QquiUajlwDAms(4 z`e58=65`hrb8l4gV`U@&Y_S3BlN5<52ChnW4v`B_Vl*&O?f3?>IORVCuj!S*UJTel zTdRptD5I<-4Oi*7v6s}8%YhjX)zEQviBkVMy|%A@y4SX(k-)n?9n9TRN`gK=H*GiE zu(O?RAUR5U0qv`ISS_1_R3WX|LPAW3CZBv?x19>f#d=Xb%BP@IO>Ic$iOSI%- zREDu~w$23*^aBS7-G)VG8Qz=Axx?SRq-GlAG?a+W@t<$ppX!bhT((<_Q%OM&v1bzG zVFP#cB|g_sNz;`e6RM95Wu+>TtF$JA6mjfSPSV#Frc!CGM<1_`!LDHf?oa9H0e~?_ zGqzrLc66ORtOHf+AqrCaA3PBhKyr1qM(Tkn5qvqOkELw^@{=4a-cEN>E`z zSlZCGJJw}2J!}N4UVXB&T+D;x*F+_}%aJ>=E4F1{jDJrtMh*ET1K0HqQ>-qows;O% zu2xTmhU`zGC)^t#O>$Ka6{#L;<34l0(6r#xj1mn3kxTsG2m%A;`43pWPO?6bh_3*E zGt=dDZKx-ttn??zOibMGucZ;e>Q<}(2q5?|NwdRb$=a3d_Fo35=)v)r@Xh*_%ktY2 zZkb7+2Zd^s&!uq1{*Au0923zPBoNv-S@lBwOMG}+fpCAA`cQU?>oR&{j;rQsjM_Ho z=#a7wsh|`^8`BLW8^mg&AHcLoA(OC1fJIr8grlr)S)K^#`(hm>miwC!)e(z3UQ+yH z3At5yIJBNite{D5g)J^5Kkwh4qht3F(y6j-j?FRuq%1HB*Ce4Nnmc3kOR|YBIJO$~ z+A)wT#G+so0i~D>@-|&Y5w{ixlBR-$3@#Cn4ai_>f)z(xYD@XhN?w=UZDV606H_$m8MM{D%!B@`qf5c<2dAozi#L zt>HiTurCLj)zOqJ-gCyL;N@9^QPRC_DD^ZEH;P@--R@cD^UtV|PsvU*n^5h2WpE^m z&p)kI*w>RN0*Zd+Pr>6l=0D7gBkKSY^I$-=%0e+=4T*Etfk(h167_t05Bau|mZ0QR z;nF%`R_Obnl6CigI`!(*%d6_1q4?{zUeQ3>=ylY%2v!;D1p5(Zo9 zxV^7_5Y~rwYkUQ35_%HoBQ1(v9PdbUy|xvk8?+jL59`=dKo3DW`HzwoGOev)>;e;$ zoz;A~Z>$ET+#D11YOoFA6D3WOL5!;)ZvI1Z*>{E1vf{g!JQ zRR|HkdN7413LnZ6bG-4@u^Y&pT60w$HBjgpsR2<7K8XBKs?x-a4rV!!-ruJH(TG6FSr{UW_hZ@+{Z+nD=}BZ=#3EU zKT9i}A8V9^8NH3^ZTFlSNIn{7N`5;5-Vf^th7;0{^nfHBP>!Jl{-P7fVz~<=n`SLp z0DZ><6U>q_5Ur||kFx;GKLLfG|IiVN4$$hIlcVf9_LZ= z#KeYC!;*8t4yIB~3O|A|#2jO)moI0Y0rj9&w@iGk$h3*BZmlTrUfln{fv+ctEce}G zgSp*x>2DiahGDwW1}`{c=oaR>;pAYC-p`MBqFWg|mm7+}O1xC@O#I`98fU~erAdd*k|pdv*q>|A7#tJEji=?6%G7~71_s!3MMgGQk||M zfb2}w>^05WpQASsP=Jm2OSbIlK+gg+G51?MCG!cw$URWtu9I#gnGVwdu_V*#-+9>7 zi=yc)I&yg4y+ki-ba7 zZbq?zpe%`!l`#9Ylo_-nRwC$pSUc7cu;H}<%(X!oO*Oe2rT|x z(p$$KP8w8{^!`|wuYu!d4g3V_fC8ROFyp|I;WB8}FQ#mMA6v+(jtVR1)#BtlM@Vf1 z9#Tmy^}$lXt)i?@2%4ntSuCP!Kp(PONS44v6mGvP&Z35k^x%RpFpR6N0LYi&Irp)c zWfUQ!Mv$mcg%E-z>>{X6q4OBl&BDDPqop22+~&Dc9Z@#KW5$ECJW;L{$WkV=AcbT! zmCz3a47v8;(HKL2TD@Bp;aPIE4(0PG|GfrboO?9AUX%q$6!7G#hF@ z)8+&yh?)q!@lTr19g}3D&d#mfT|q{y|I4gHc|AFDZvRb)PVv0zB@2$_iY2E&kUmHQ z^(tnD^#8U!eb@HVOf<=HC=5<~@Ip&5_2ev`6V9BwMg5mM}VINdpmH5Fg1Z z()Ut`ksz8zIyt{}uE?Yba$n(OmzMU{tZ7iY;j6@q;{LdvTz zOcY6cSqaJyY+&%5k;Th&cHO&ce(s8zdJ@WV>tGRUzcPb#E!Kb{JTW;T;0XE+NRm`V zSIVfUQMO}eYyc<`2(aZE#J&p*LvM#i74kfL#_6s*J$AmJ>jk!gCNvKwKosON3UeeO zTZJq3NMNyyyrQ2Y{nfEO=Ac+GDfz`NFm{<8U+%lBtbuxS%cn{GEnKt#DREezeKB>Z z@1mlne37Jmv&F(iu{53zJ=5B~8xmCO@V(7zF*0|{snT|hYg|=u?iiDgx#^Z9OuHKS z%^}nJ#g;BV4vuxv0Fwm1OddX+Dnk_s_N+LPuY@U5I}_G;+(k~T*mek>!&gd)|16YQ zHyy(iCVG(R(}tP(;-B>CK`WgJKyqT{Shyz?Kc0R5Wy@lNHr$yaDz0u@(v>Nkcv3%s zr_>Wa)j>v0*F1M1Gn^ObF+nK0N(UNidE(NVIiGcGeljzi70dh0lT{<-V6&ymVaw+8 zmY-aFWc!Q0CF6^3jbG;RSm32GfwPib4;>wL@Mv&{C-o2Uir>Hfz{7#Ngr=T3lMvm) z9RZGl!1i=kZ5S^a37k2tt%-eEJkSPUkd_KT*JZ2n6>X6IPEShnOpZT2?@;nLlXPBd zN@tnQnlW=za8~@sz3;QSWUWvjw3b9CJd@XVbWufzN85wmngzdY%<)D|OxfxQHF&$% z+%6Lh18#j`9=y3+fq!QVi`RQo5?8MK2eLB?u=x%S6R#~MO{X413}H*f%Y<+;=y&_7 z>LEnU<~U2@ya%vqE=9!L?9~H$x*E$Dn1XS5*Q*c zT8Te2#t6uu<-gk1PD68eu0ro@VVbtoW*0VEvaq7-K#jr8aC?H&F!^p`aJB6TpoI!0 zDdrfZ3fd%T+d8~eoQfVuT5g$BJdof<1m@YHe`S6pABSa$2t@+|3YG(ox zPm5RuY$^DX`4ip`_X_(+Tnu|RaP%9m{nil3?pYswx7K|`WKiC!fX8ZVDgRy z)nmaqNi#T$LR#WXYjYx99**95cd%h0XVjiH3pu%#qy|UZ+nhNI>kjNWtl8VC@8$rwWCaakJF7GAR;`JyU30anz5~0b6kR`8c-?%0-;uxHFYAHzH9?QC$djpQ zaWNe_ltvcXnT$lp3A+#XM&uIy(`drhBmTfzI$Bhef$F%-QGL+C6WbT$=e0FWlVNG= z+<~@)K^^JMGNaOG_NJ4AH=LB%UeOxH;$@UzXPwS1#92f**5S_0gM=>NyxcjpMsR7Z zgAHxi6fC0o)}HLr$|YqfHCx<%+v0Zd1-F@xt=xAt>FctFs>Q?GzLNWaYfeqm;uM?T zckZfGHjZfHX6@Fs=#xNRhNKF)YFeEsA=*HmXVyXtjQBvY^G=pvfqZnfXEY-F# z>0X)9P4n*MWf)-5+eAn#I}?tD?>K_cP4gARKQiUD$`4(6VQ4RnFQag3)NG==XKYw&*`QaNVHG89v}vX9zYZT zB9c{OOlQaXzX?+e`w~xuFC+seXH}YpJuVz2x!3-g&Yl3JVt?T%Byqus^JeuzU9RE( zwO__9KpV(+DnSogt)Z6?mFgY0_k8cz(2YDt;WvbTfFqz8IiN$-FtbpvIL$I)5eng; z1}R*nd*xD&!od#WQ3wN%l=$bXUK(sH85BN;HyH`lgjMou?>X=j`!@(DB*5`Z+!1zq zaMUE%#D6~Hr)A>SEq&B=$@K)W{gs!Vbg0X)_Bq&8U66c@^&7Nevfm2+uHg65IH{PU zAfeN|gB2P4z9UoiT;c*BTb&VUB- zDEEfyBI_0HVCo4*7x0bd6Bx!U5McI0R|W?cU<%Pu@tJt8UM5U1fgs5!wU#Wo{K>Fy z9qKyJ)4*@uKboJAI+OpmTWK{9*EJ`wz)`{OTijEJ)d8Om5kgT6vUPC&$3c6Xd5y_i zGysw@iTv^I7qIrZOxlxX41aTcKGPpdmgm&CRwrP1poETypO2NSaTYHbme-gY4|adV zIv4{jD>oYbh)feJt)VlwnR)qUJdGZ19IQMQKJVM#jt5>l{(9sHi^fY6nlB0ViJr9A z$58F#;D6Jue3L`nrpV^sA`iJl9cn5_ZMt-FQyL$e5LnMA-%Y5m=98PAoPa3tWn*am z!I`zH#y2=9mHJFGnbd@kC(Kr#|7vf9&6%}sF(_IvK`uVuwoC)8zKVrq&H44mocP-aI#v%Wu$Zrdk11FJ$nr=;gu(=r)Kf;u=vgZG zS5v$gD2$|V#1JF&lz=lqVkq{Gm8#lXu3iL?aw5{?)}-kGApY&eZ1#!+B!>r?a&0&n zYCZTI3y$DZ_y-}C)gKV3SYUy%a?M5AB9|7Ah&kqlDMUA#PB&Ie;}Z3}LZ4iB-mhlH zmAkp&peI0^YTj1D@w!}N5G|YBX@qK$WP(t8%jBmBfR_Og@eG3Yh{LGpit+z(?7`K- zoJp=x@FoE;W`(uxfpM~5D_mK}!*X`ApmI!LlyqlpgHr;LqRui%iv_F@8V%O}!KcIm zN)?$(DDu1HFOdkUMn(3Pke((&wW;<@iZ4`2gogAix*W0J%A9Kf_x6kKkA)}JKf&fU> zW>{%|aOr1sulR9B<)Ex+nZ1$_Xi_c>5w+`>JAuDwguYylxVLqcBu$ue9 zHHeYF{o{VmUFOvr2Ej-;$~KYW#?ee<0oI5URTM%#nVGEl)!$YG4u3s~K(bgYx>?%P3& z8U_j9gq6UY9LsnWbp>36tbw~OvLoN>DSCVApwvnLN%g%!)I|!A>;%?F-O+-Sq)^r} z5>i0KYLWD(x)Nj|$kTA^$aFT$mXx7PR+;qz84vLuP0S<>dbb2eJ(t+jKrn#%QB``% zZ$K-?ucfRSZiqvz*@^yK=5Es-49=!Un3hGoJEZmL5N?3D06dWD8thRS`D6zp=G@!7 z>FY^(D(Vup$4~`m!2=uKLWddjahC7N^b(ov*)x41r(gO!(pU+f6yJ7}5g~A2tVl|GPwJV}nI)(a3JhVQ%Y@ZYv>pRuJ!s415?Kxo zgXs&4Kuit_SIBt$)%*pSisBp)BBcfVzzW|^L@D8h{yauwCN3+;=I`h0l!0}N?%LZK zGb;zE8W1tHs!hIaYF9`SgPf7L3g&5cC<8Ka;D8 zsf!jf%3M{aF2g=no)n4T(_M*X?!Me59=`-(%}t4Hjv;Cb%ORcwwT?=#LL<6YMrO%@8GgD8s=AZt zS-t56&?8gqWOxvrjhIu(tYcxI1OSNLe1mdP6*;UGJKJT$-8n`h2=`5Ng6O0j(2L1; zii3zNRqbvIX3LM_p0Q2DQmW+|@RITITeE6lRMU;07Z2>#5&t8TL^Z(H!KHMdV-DY* zP=l8W&XFh2u`!%P)6T~%EiDG9Q@O$5pb9X{eJA++UW%nmV8!^JdkC-s)0!C67i zh@Ft{$5NMIc%5*aXKk3FHT0BmH@b`76%LX!GhAiVT&s#!e)sl(?OBF}APueIGiUA$ z_Nf-nJVn>+06OM=2>62rg&PLRayBf+z#ZeaoiC7}6KDxTFiLbyz4$OGLe8d7Pu+^I z@QvM2Ysru|PL2}~NJ)mAQI<#yaE{fGs$NG+t>JUkjPYm>KBd#?*{ijPe@DeQMzEqK zTGkp4@MZXi7O=6h+MAEVcVh3t4d%?mjD@=?inf&Ns4%eT#gH4UDP^qa1sKB>lmvAR z4zgqjgB}SsIBE?u?>qoQFDt_|>3CTZ)CZF+7NEJ5JkCV3UFB!L5JAKf;f6Y$gd<~O z>r#)uT5Pal_6C`R8|b?mZV14}Pd^HZX4nlM2!ctCkU84J-S>>4x7d0E4TGzqJ^9mF zYZ$_YBryN@h4op6*1+gDvqOTjD#vigcoo@L>1{)o{8OV^+pPZ1(AKDn`|8;vW6YHIPB2(nFqiBAa`2L;^>;iLDgPClU}>fVvu?rpu?ce z7OPu*b~EzgmlFc6`~|)DVep*+aCogaxqV})-x2!B+`oDJy?qFRKJj?$+kF?~4$-Fb z1xwrD()XJi{qNpI>#_EG*nGKM_m5`ZJDod1&jlJgcchu-mAp9i?)a6(WySX_XnZoJ zDew4*>Q-!j9-UmWEq8HLZoSZu1avn)92=Kqu-d4rOkHJH&{)>~~Zm43r?ZV%76wZnLr*ibUMrlPx%ZgQt{8sT${`^XL(edi+#_zN3e;YgD zm;8MHhW$Yer}s=SeVDI0q(vL*qkZPhJMaHcXUeij-t99-cb*8fkmZ9RZ~YQAd1l3z~iQb|_1 zd0Y7Lz2kd^U!RjWy{yVDIw2!ye`;NLs()(Dl2l1GT#EbSq0|0&+09b}Bqw%Q{qMcx zhxtZ>x*5FMmgW7^w?+_go1Z$I?*f3-1|4KY=VEe>L5FP@I59$df}M(4Vis;Rd* z6P9ed&KTx;M^&IXpr7)Y$=4g2S6a{W`)G*YN5fFH{qfFQ{_#i`Q?m;T3%w6!cwIuxhegId=Vr%?YkNSVnyCk|e@IO8*$IGc_9^6_@Z5$T#ab*3Mk@X)r z)PAIPc!`rfGh&SK%LKf^|yXw-dUOkmemB7U3R;1*`{Lk7&=-{NP+x^84c=MD^_rN z-InS8KYwoX!Jl({GL0ICBsb6jeEUVT`tDS&n5hw7PME^k@^IM zn9l$6N4RMF3!Lega$bJQO_UeCo8XdC-0x8FxRjsAHKkcLDtAAXBv++=>h8rWatrFk zHx8*gklJwI;_>zDh?3g0H|3YT0cow4I?f*Pa5riyru}#Wk5%(Gw`Z#V{q`bT4gd9J z`cXwU%fyPT3yXZbeRSnZ(Uo`Z>hG_&CM>&j2{r5sfBR|Iy`$e&xik6?8dQUF=j#6U zb24T0|9&}HLHnDUnx;3MnH~V{YejqJ`;x+JyiHP=3w<|X@!5+ui;h|hIXnNT z#iFwdjtA77`>X3MwJ1DqaU;1j!m=*J(!Z!CpoqltqHf23zs&naRkPCL*KZ$H>JLq4 z&z5^{3UqZ}Z@%$E&ZQgN|M=4T_jdRz!h1LF|F$$@NnvAFQKNTiwfFQJm)#yssvsSj z+O)9$0j#3Wx4-SaFB!T!d|q+t+oKNVho|I^VXuMIpIK5qjTt`o1tmkyy?^@N=7E8y z#}BC}Ds4zLG_W5)^M$wB;9s!!NtJco zlB$34o?hbVR&sJe;LSgt;M~0p4Y`62hVk}#4n&aVA9bm_^^rQ&~XKP_cGj_95f8@n&6Pgwcm zwfyM`^MRS=MOV}uHX})Y=+tj3PYt7~UQh*1^|C;=5ldtOE&;p`im3RwYH^cvdQ>AO z=K4AR(jDppn(b3PTkR4lUhxdeV8^1uI`KEW?voJ|Sy`H$df58l;W10o$DDmH^Vw{_ zj6oR-mWp*3pdltrQj!vdEsYXoH9dmS3%5)Ycg*wD)cWEr*nwcA2$TZU@?zV*(6ZZhw68Bxn0?%&M$!gdl}@1>s(mt zb5ml3gd7>+p)b8upN|4*#RF+z+oI z2KJ(LKS1j*XY=1bgQpEq59BWlo79j-U_8!R#gU!dw8H zS}F>%&wDhz^Ppyu%O233@>1&he@|@9&P&68l`*o@Jm6BzAEX2@1hD+&re(d0^WnfUdPCIgJD>)1xL8HD50Zym@KtgRZ8otnw{~s<$F<_Kke6`da>?fZRm^pAT8w z`$3<5@RgrAwzkW3K?9wpS9D5t{^{XI9+FE%N_F$fs^>)|?Dt!{-!F6j(sBRAxkH24 z^#xlKgy}sg;muaF2MyDM1QU&mYE`W9f73wpzvsDr=f&PN6aLLGx->g7a<|Gk20itm zP>*$W5>7}P@PNJh7w<)O7=0-)DnTBmI!7ljNtoOqQO1p2mj<+qw`9@=CGfHUsFDYM zG$L|(L&Efiu*kZ{n?F~H2{Gv9J_&Bo!lfS8T9%7{mymIBMe*nxHKV8B8trqlkI&6T zK{bn9t5rIrW}#2br$Byr&<>@(BT9e$b#+64xZLoAC&N`}F)Zcuuz(D&r5R$6d{g%a z6zp#TO%A(JBi6M?)tfzzd2*f}%~w;KuiB>-9J*f6jG^gX(;%*Cef<~fP4s&lntm&* z98p#|aX^*vpU7F*q$ubF4Z5>O&xdjx?jSLEyjyf==4I?u(Sp?My6xF@;){UaJsLJo zsM{iJpwCe7pfbFitB|pu5%DIXelfWuu&R+iEjFZLnRf7HD|b2xvK0i z4(>_Iashx{`n#SF6xT0fYZ8?p2hPjSuanyq0xp1MmD#3Ce}>NBtM=ZBh?M!%YQ%*O zBQBgx_Ep>)MB92uZdE$i&a|ogRJ5?oTYc)bip!5_l3<*9S=1m?Kt3Z1TJ{K9nkl|1 zuUTU3vZlha0QJj!Mq+YyxjS@OOj=UW0S2zQ+|p3qCGbL**H7R2kqeX0XZhAwIv6VD z*A%~sV(`(eWj$(_;nQBx_b^oSFhmvAM}cl!*sH9p!lq0EXl=~MHZ*2OIs`ShU+&Dm@x9?HWzQ=;b+6CvwrQRA>R17kN2wXMq!1ctk<{M=t zFE)J-+dDP2YHFo@Vb!#vDhYfXt{olGwwCi&i05nKF1qhbs1|A|vU*NrHC=v#)3EKo z%7R)VS}D0c-tEy^5jQgZYJyuEmFE%$CqS65{cLp;7#!+n-rQSQ3;37FdRbqhjVHQ) ziZvfJSY7&~eGBI9-!W{_4Ry$_iIBCKxnh-cJ+a`_j$t)|@La23i@x<5b}z{MEHP5) zsT~rEx9GoQ7ZXe(txK942g(kSFmMhXh43Ae`HPa z<*iczMmFb#CQU7GlUfcj{6S$o_XH5IQV6aZ5BE#?sb5Ozl0&7a@DSy>^&8~>x{8+N zLdxnQ%KYJZB~9_2^Lb%eg>e6^{%Uj(_y1PJrt7lumSWr6L>!m5ZMt<6TxVJ?2tyY7 zQBN3^pa1}Bs-U2ng0pAU_*wexdf`n52 zbiLZK<+EhJie9n>Pyb>5H!tCqmaXkFzyz}Rd>ovE+d;qfNq_i&zg`fbA%rMSxS&?8 zS_yqvFE)=T(6k29Hez98ZG|ATvw3-bT*|cbpA5TEo9NS!C}fy?s=Nf!S1IRm!qP5W zxIq3Xv+>A)#v?_9XZ(J!t>xdmSNMDfu6GOCv8XL)|96I0T zkh_=HD#okF8sm7er*7JhKmN!LVDsO9e{f{>vV2|3Zr!`HidRSs+Na4=#h0&7xv099b4JuQ|x&|8u^l+1{QK3YY4e%}G0ozRit8kTY!?42iqBDVD@i~b(NKMjiiUuBy?ouOek5g82+rCIE&tX zhYwvEcj%G?06pqXjCn6rVh6~Zm@ex{O=d%MFQ&Rdy?P;F zee-jdX5}7K3!pfrJf8t|8wb=C;!0hs`PK^pa%x07ERU0W9w+{N$bdLOOzJZTU6LGX zO2(?WMCLySRR8v?E&ewNFQWYB*8@-5j}tz1Iv_L`*tqC$Ce4%a*+4{1{kps)lUMK{SI&z5~Y z;>zbEi1WfSVSx&Z1zE_fYrg&I7=e)pJp-?+8HGnJEm;Xg$vLt_uR*Bf7Zn+pgD;Cq z?mtTvN%(iOvB71{PtD58ii&y`{!pCk*}}p=AK_)Gf9~A5vuCe0 zGy~X}@=xt5-|klR_Vg+-zf$rNT)N=GkriBKzAi(ZaCxyaVRrLz+d`M>e0);V#~mCs zYJMtE@Z*b5&GGj3o;mZQQnu9FU&wc*O_6K^Zz~vK~3#ixBFZEpPzRw4a1ys-sO3p<@;>gKA1bb zSNB2P8HVXK!(r-245KS%7@d-rbn(f#m{~ClbA11dsqcK^uTxW^v&($O9`hM}xBqf5 zar)G$%a<>o_bLAQ(LedM|HQv9>DKe-(^Hl&fB*fdn-W70c9+gxKHqPxpP!?Y9yxnS zY}Tjq7p}d9A1$t5Uw!m`$AA7k8&_RZqbaV_m@-L%~s*Pt-?D-!aGuJweETW&Xcq(klb3kFc&X@OfE2E z%Y}7vVI3Z9KQ*a*LCSD?>drdFPQ$>wbURHpPZO-Y7mTMWKer5#X^LbT41TO@Lx0z_ z?G-nU&8n;KT~|NCt8oNYNs`{fTdP*qDZ}a#YR(qW>^`U2Nj_aZH~WIy!7HMKaOJ`9 zJE!LdU7Vj(d#)<}f#?^BDp684xu&|h(7$ZQNXM|kf`Y)(e&LgP>V-tiI~mL>f@Rq4 z!&0S*%TF=xQf~ib+8S9Sle^Hbs3q4`^4Vxhmn6l_6LxC{c0G0Of#~%&K&X-&TCFwt z3zBaw@VUiywNmb}!nl-Sk!)Kei}!o>FpCnLwZ9o^emfz2aH2S{F4?&?AzYOZ+2R!0 zaxPMJE{Vw=pR5E?(BszRds?f03U2!eizOFcTWXrFx#Xj6;;~KPn*4AL?rciWHsPL~ zEn_t@Udzvp<)`BUPR5n~!ls!gV{yw*h}upNf#^z?Mt_!6r%I^{O}QVMQsI$Ou{T`3 z%u+>L%2UPg%JdcIt<>jv*Z_U8u~$+cWE}k zBkdZtxhgihUUmx&rGp?*UY>5Z$LQA_Cy#QRBX>GSo(2X6e#QLC+S=N+SpBjc6LXxD zj^3@+`B*)9Nl8ib{p?&t)MpM8SATXRjS?iqqzN$$@M z+fn9EyXY&mjmfX>gJIK^!!P+HRh>$#O{fgZ_iX)Yy3G<_-@TRYV1d`C)PX$qo=HgH zYg%%{?F5Hd6GOqh_xOF13Nw=naqKO$4QA|HjQXOh`r<}2^`fwh5Roz@GS|aW^{ce) z*XeeRyVY_W*!ZUFQ^5Hm6Kl_5b)$2xO40+8Q_6NuxgKU4SbAaGg4GFb(Vx{vetG}K zu_?9jW%c#-TZ~u7Yul=3jdE_`y|VwL)%O;(i-idxfeE<*5xD_d{rtBY1x6c{=_g`6@i6U%%;EW=kb~V{{HMd-9ZpByoiR6Bgd)rf9 zV(jF;Jb8bYJN?CGn%~Xn+=RJmZn+*gzAe+Pw#=?JQ=-n~i%-~;kCG{N$Q0l|*^Z*N zZ2sJWf&we~8Y?*trxV9?mRPkeQTzE{2?@Hw)0XkNia~=Rl|J6y_31oyy7Ri~yl7gm zN}dc%yiWMLk)ThA07I(F=VWAi~0md#U%kD)+BA#6Wx`=XfONoDkeTk&JUZg6&&CH`X4JDUXQM z8KP?%>xmO(wKc`H!|Y0jxnP-06?AMdMqZblgQv7|qivCWbM;eJuTUT_!U9OHxtVG2 zma63F_BU|&aP}+PSpgdRIAlOvbDbq z)v1Oy$}5f)`YMo1{eSck>JN|ID>_EPfS>Cp$US;=*mrd*TK>S;`GFH^ z{YaKWq>W{Q6kA0KWm6@$fH)6+{&Npr(F@8C5#+lEU2^|5*CQ-kqtS3HP8({bSa0Uv zxHtTo$e^Im3n$nHyj}R9q(q!qeE&%C3Vae?*D)?j6^)CIH$-I?Tj8bMQh6pZQAJzF zYkrT{e9X1&7;VJ$9^M@z3K7tVR>rnP8LFaaDt9MG<0b1z5DO-IcJD}}C06j)0Y zoqYDLqjpo}m;U|=s4U4m#YUcjA1>!}dqk(6_Pgg{@UoLy)rScWMBf$_6>&NUq~K+@ zxWYA=kmeY2%9OgKy_p9x%clojnBFtJKH5wbtq#Q-2;kl%Gcxt);DV0*WCD3wnobDx zkA)mf)AZ_CZJkuK33`GRd%;mX)wHCoDpJyV+ruLwFffp~`kgzkSsiK@&=W;X6N6vU zx=(uh?SS-&LFqKcyZmJ%*g@Q>+-;`Z9Wh~%yL%-FZ=?&`;u>yLa_`=~Ub6aLbpJh- zyAKxD(NX3#^yBR|Aif!y+|fPR_iD{p|R}#6(V9Ul?h(J9BkH`GJp5%q_y~aEFo1=#b1{#aF=tx7=CEYh9`g zSynM6DSe7sEoE&&_J4$vwa(jnOiw+ziUcW%P;BUXd?AUIT>g<<{*Aq17c>L5UxZ5e zT}qvoMAN$6$ZBqO^QiE~QO906)fT?F%elc8>h3ABQ!3W!a^m4F?xI$A$Dq=Fa=AR536L3{iN8 zc)BaM_0=?2+V{Tx*g*|Zc9Og}aDhkV^&=`U@f{?MN>77?RpX$b=qy^gv}{(&-C4CM zs#-cFoH9*=z&e+L`Sinxp?^gN?#T7;H3K{zqD?zp)I8n!Y(j#Pq>fE6X-4J3$i_D! zbqhfe5K*qpA6d10wEZHacfW3Dq_$Py6M8;GJ@BBkLxiBp7@c*k0o z%C*>ftXMdtbY&%-@bKmzNBZPX$aQWaK7u6(RF|2tbfPMy;Vd0R$mb9}PC62g#gTvc z4d~}h%_n$+6<1z}$Y zGdG<`(x@XK+~dQ4q}6WIKn0ci2g|_^6*`L!9jEvH;3%JYlndRjAJ&4jMgp&P9cFw2~p2!x=TH z<dTSptC39VoQXxvDhaDH4ESv$Z4;P~@+hzED47Utv^c~jpj^I`_9@$x zlvR+Fl_9LoXjBKK83m=$+4ar`At^{nFLAw3rrp?n3}>Rz#`~M@Ng-`5I#@88v8h?% zi2YE#r4@j+XxC?+N~kzQ6TiDTK#>l4)=CGFsqgAl-*x-N4eSiNdmHWUaeQ=Q0(4&E z0IOT>YtuUx5E9s@q@A1=~d1FxmCkJ7L&b17cRuX@@(u5T;+p<0rJYx&# zodG2Bdl*^P>(UAIZ^F@_b5O~=z2n6u|ZdtjIl z4XQ&6*A=XaY+V`I3a!7uxfK(?E@?X{38>C{%cTp98sZ-O?|T~>Cj1(EiM5H732BoO zeI>9)qyc&9rk9%Xii*mG#41554wiw*xq-=MY=fET(zq}mnA4mN4(8ej9e!u#@fB@! zHpsxNHQgw0XOK* zzWGpCJ(7#7l1;5r8_F_x6-({5z{GnE_V~BNoC2GVnq~E99TeFx$WU0nF@e+HmARY( zlQSqJIeSWSwx@NOeqhYRz!+{=T17DHKd`HI@F|Hlz;cR6s|MKz*L$@PdSYbd(q-l- zFKva_b=Djd=jGkjyh7Weg(2QX=Z7dshp~eauO;2KEv0f=6H(>~$MA~H=b$?zRI8Ou zyvAX?^Q^f_rJ_3tTdO~3IB^4u*|Ag!NT^H*eIa|i4#~nspgdK?9{e)jj5}<@ZzR2) zM+OFXPoYKf4GW#rNjr%_xreeZafZdc>AXWm)e~IGCYY*A41Dv+YG{0y4AoC_*Cs8p z(%i7ha>F()h|IM~C2h)ALJDcc=711CzEOw1;6lcX=*r2Yt0%qlp~*nxo4YInX^GBj zAVyub8@(}<`%Y#~6@+bzYg1i4twUiQ?S~yie`_~Ke_b}9-I6B(x2EFStJ;x#@D?|1 zi;#r-1lOhsb?2%qzuVWi)>XdNwbjk_lH`(wq|u_uicd;Zt=y%q#f4b1YST!Y^{mdk zleZQmU0k4sj{IgwG9hUM>&z@w-dBZHHk;Npn3B?RxoMJ5=>;h)BPm#&xWg#FCQf!;;{sd#u;|LHqzkjWB?VrRBciRG_KSJ0Wj>3{b#3|7wdGq} zOz?n#5WpC*kB`F|UvU}FX}xYm^|;lgSLA-H|LMVK9lE$$cRt zi2%TpIHP*00m)jjWN2Vy@!8eu@#+&(suD>#sFy7^$%qpa#AzVK2U`XLP-*axw0ex3 zd$>eD@AmCdotdME9cA?JhMFw^Lif5{bue7{s&*LN?v86?UWVNPRT0=j(jtzKokkBR z^on(AV4$u{lm`+UmfR&opdFiI$Iz`^*OXr9RvVX?n7Q54&o4xE#D>2|bmhw4kqNSk z+l`cRB{a)z^C4#{bZC@81sEbwB$ZuhpWyiN0}D7Cnh3}$kBEy$=t4UNCHnTrk-^&i zLac?q$#g~mOtlzrL);x#FL(E?Mrn@f3yw*R7Lu`s^-zt<3sPzdisgU^Y1!Y5D{Leq z-_iekKSku&IoX`1eZxxAHw4_)u#I#)Vgp8=fq|h0{sce}8%|n8hI*=o4CxT|r6=dt zBS&s)HMYPewYJt0`uf?pIAut6bu}QXA+#dn!llZPYn8sWan6?f-EW4>s+~xmj2_T~ zK2gdc&pfmxhT0P1yTqCgRr;uE;zT$l<)H5EA`nW+@4xqvN=f#6=Pv~wHr=MQkJ|9# znRi_81I#HAayD|osHS!;n8dlk}~gH}^v3&T>? z?v2eUE?-z&?k=owkFUOD>_tdx7N^;)^ziTiSfxt7mYLMk>gM+3yzOfjX1Kv#Ik8Gx zRM9k<-J=Y;t~ro7oEt50nEN)C`mMMr^yTiT#56CA?~zj; zSefh|fP$ym%r=pM1p~)aJ6vAqYbc-MQ`*Jqbia{vy(KVtwu-L6p2^aXrYbtT)wX&u zr~TT>nrs~f4?ZS?%}cSx%l}{q|J7QWN+8*$mwnG^S_@bh312_Nx(sF%O0BJKYPELk zisdo+P;?zrU=$1su_f(;)?=j2oo?!pz`IRbpbHXVJ-IEi&<-cF z?xKeHXJdHT@zB+r9zbTBdY_~6m0CGz{5B^D3hXK-C4jiF!Y>a{q7Yh4(g%KpJ_hW; zl@T1WK^yJ74%jQF-;qJu=vw}qo2o}fX-J$9baC13#M~oov979EnrPBxJi}$1imcY8 z52{+);1F=mSz8pnG(+L10)%XgVM9^Q>=<^rOKo|)j1cpNcL|*!R@lM*z+5E<4kj(i zEN_HZmd97WX2`$HLB`2fPbPJjt4IfQ`3dLfAP2?rVnd6^&;n0~vMMq0+#_d)?|LiDMw_qlqbS zt}MbatnvtcGchso&gYDw$c8td5MT#NPZP^K2Pcbv8W?rTs#qr8DDvr;y*Z-9r%)PQ7vcV2hr{AQBD zEN2Dxm=Qq4=vFrAb_MUIK~SmzEtz2mY{zQCuSokiAUZ~n0AZpD)et}Dxh>uxfP!Tu zCymxtJB+YRaz;pdv_j76f$2H79`I5gP@mwF7cWG3KcwO`2+LIk(D!2(@zJA4$!@v} zClZcFcx6AkJN1T!tG6kUV>yO==s>eMfjV*q~Z@ zAG3x&Ho+v03hPMihce!~w|^f1%#L?XW6kKF+40gKgL~F z4WkvvV#R4_RDJ^5Wyy^UL1D%bJHa4EsKr4b>z6QL&UP?Pxno>gQ=^kgGFL*Dg|rMO z!BC_~PpAg|kO5~M`>jzm>9xEPTuR^_Kh3Tx#;$6GV;~F%a-bU4(_EZe-}h>MKPLYh zQ8-{oEven{)da#!7u=klUolxjww!TNn(?pmEVLfn(WZ0ho1d1JM(!z=v=4SQ2M-d{ zCZ{b-me0dmJ}1^1PgBcM1UG$X*7BjO@lDxzLI(&m(#(u(o*5Afx7HtiWLZn4Br}t7 zu-^{R5ZaKKl$mH^YT9^MOZFGt@siKo(;FC7Cg?K z|6F%zn1C!L0AR*UaSOJZjCA%Op%Ik?9P5-2@k$4}U>^T$R z#2oSoi3!`{GFxbTDRnRe=DSv3bg3qy2N2~_2_Z}vAT5fBU|Z~QLN&wRK0)f@NgFV2|xeh~$HDrYn#50p!t^61-;>GRrct;gYe0ID}CNiC!{G`c1O2 z2_gq1Aw;BAFOPYZA$))nz;p~b0s)O^2tW!=x)RFy=b%D=1rfOKBRC=C#5&-BmdS~5 zoX;jFYi5Ku&nWaV$sku!MZ40I<`~ONeUL$0rqZzboB3mU@Z8WHZ$V54r z^57(#i31eGQ%PirBIN;*@Da|3`EU-%r|3R-9?ky53SBWdVL3V#?c#I`+F{~2f@ol8 za5WeP0X@ThQp!hV_wV0eBs8@&p2(+Q><&Oztq! z#_;EocZ7?~0Pc!V2EZP6%cDOFLiEOG%TMK2`2}V8smajc40Tz}vmeMVA`S+;T+}+J z`0gCI+13*(O`bo0p{cfhD@hVHY%rx^GDQecxx z+>P+(VlFNrzqQqRzD7O_xJy{1@=zp)ZKu@ng=B7Xffp_hj=6j-+6uyvw-KC77 z$40Ze6oEi;<@>6)!@@bS4;-cp4)D$F2m=1pB${I9Ei%a@Hp(Buzg_n zRu@J4>GW}D658Hoib3%ge{_|DBZ(;y%bR`ymT&^RyGxy0WQO?_zp$$b8fqly&AFBE zHm}y@UR_C@qf^I{h$iubYfD7(GW$G|KwT{__J&2aFFN8;)bQg1Oy zq_)Q9y1<`@XbLs9dTBc`ctj>2Fsddxfj6W#^VL@bqST%1O_35L*9S5jQQr25ET2ZM z51bjyk+?YV6P%Y*8#iwJY7*S;!~+N!3M7up#UJpTmTRFhy}|}y;_ta|3gZ=SbqLEO zU6Gtwuy(12Xj%e1(pz~p&bV$p5_`@6PvUMnnxM2L#WX>50(RZ zxco%BMtJR-gd|{)IMfE=lYBO)u;pvv-Lk4DgAKBWm+>i^wQJR>wz^hO;V|+EUvncx zmt77*bY3f=_aX#`=vzWD32WW8)n?PlQ*Dtg&-k|5tBE+|hrt1_gb0WsxeIdKeQt@y zQCJbLpxv-1sLTdd#GPMon_Lx!vAk9e1bQXTLoh<}G}2ZIn{aNO2V@N4SD&&05Hcb) zsb$Ws6lO*OEB=ARERFjzaB>46r}ziuDf}XZ`5j&j>zd=95EK1e#PIi;@sCanIO=1P zPz?~Z%p8M)z@R|^v!Lj}9=i^b7w2qWID}-o~uqAX|5uahZQ zl~PN`#P=5a(kBR>qUp%$fKfd7IK1r>m#B&U8z(Bri2?0@Lka$R?t#AQR9)MtQ&s0) z`1SUwHpjCuF-^p!V&}O;0j5zBHp~fMj)(B{DVT>`)TF+AORkbZ6w39@wZq4^u`&SK zZ4@|BL2`BrI|Fb;!vaLnVY#>yK*vPte`(xx&MOGS5rV?3HEJsbgH+Jr5BUh}eZaC% z8vidwB@}FC2PJB+=p-TgWtdlh-L6$(*}$?4cb2_GKKwbd<~i#Z4+Mn^mnAr-qyui- z)^DWvZ+${hklf;iZ7bmi6+*p-291Af67HU+9S#CbE>{snIC-R!v0?|`QH%xxCm>=% z$zWN-;PBQnC-Q~lmdF`YPoaUNV0%i4-FWP1zc(Im@F$yKWsr8US?l6LZWDp-YKab0 z=|sSgQ(rx5+VT?&5-#9oJ%pJ|Ne1I|+Xo-gF(cSnk7K>02nPq;JW52!;Thm{!b(Ct zIT6XIA%Y~_B3 ziAsFeC!c=W-XW6}U!{;DXZp?(`u(w$yV^uPXuEJJImYJ)9Gf2i*Yu9X1J9k(6Q|VW zR<(@jxiHt~bD6xVC1Bu|Q&sW5)~Q+oYvxnbvSw^H^s56fO+H@!5*t_Smmbg5mqUam`EO=i-yOp3ip0gK17tz+T=ZBZD~ z9sHhz_X*X2sED;}ruYWDuRKlbOW{?kAs5K_%cMo*v<4l|ru^_Mjh)KZ&OQ1w@6BCC z&kei#kT$d-PNNk@FWa1;Py_O9Y+X#Y>qa`Q{fX!jlu!1caYPAgS%E~ z7X-Ds!#AfzylH%}YLaP5NtxZwhu>(Et*Ej{dDkW`BH~SR7`4oIjlA^MoB{J4Qd?Vc zecQM5Q+C#>RSj0(t$FzCe9io$kH5zy+B6+QZv+%QqJRYk2BitBaGmETTKBx-+oj#R z<)vr?I+jE9bHtlk{f8_PtHZ8*;yo_mO)AmpU7OO*V~CBes4B7N1{${GD%-PQ!2;*k zbP94^r4NI*HCC~)7bW87#&5GdRR#t&scA)iozt4KYOu*ym1l8X%!kVG#ep8%EzB3G z;G28MU)W=3&nk>Q==k-d_9TLtI>_rJUBZ@#4JO5_R(DS8M8rnDhQhOF&-z=x!H)Cv zTII93i>Ir|wjV;?P8pzcAT&Fv3nZ$0rImx#Pm^-Kx@Za$2gmt^Opt@mHOV8H?# zYjU-vbVkf11cU+BD~mKKwWxBsK!28a_kmkKw0`y3%{2wGFce1y1? z=bfTP8z&F$9MhqPswukS)}&Mu-VrZ@l5mq44~1|3L((LOfJpKr5MNLs{QNnxB?Lm_ zFUXd5-32rkFyamAeR4n(#34jf&u!W^Z^;Rs=04^Hm0bYQatxv+ciy5=@Vh_W`;zNc+a2Gr5wEgS#U#kwMb|6go5NV3|8$P!qwV^v?uN={eb;(@SPX1E z4JW*5a(L4KuZ97Dd&0kjUqnqX!kC^ET~$xk8CilYbaT=Q2m>Jz!0C;oP;&#r7+3<% z5KE{eZy#BFt38C0ML!&{I4~99X|yZ!d0m!+#b zJhrnppbhMN|?)xM2!HD9MYII;JPVCa0Y(Wp@z43LO9MeUkLSpQ;Lc zA-tN}3QFNBt_NgEeCQvN8&}C%Nr9*R8a#=FkOdHiH*e-0{etJIP+`+OYUs#vFM<%) zlP~;5tq+(l(}_2drrC>(n(O4CvH_|^K4)+S(I5qZbTDdM`PmZ%A9rXvZ$POpBR)k) zSg4A#H-PKD#rPAtOZLfG0`kAfbRjq&#>j>m4mUYXKLcTzEK=d~i}Cc=i=2f+Qolnl z>d)-2Y=%kAfz>=px*%*M-jfUw266RI7$T<6lq-B@M)*bF&n!crCT8|9>acv+BLgyr z_m!@AE4<0`ldx=Z7qXOeK+#Qyc_J;`y=3aUAOuMc>%&0&TUM46o96z;=CT)unf5bgZE0=ZhOeI%&R~SC+H8NoYuwhoyW%St$lA;2*R^o^QO6 zz0N@uB+F-fG)mw9Hw2KA=-DIYG?jmCarAvr6Q)BSJsH+5zd~}+U1Tj+Rb$S$~kn!d9q zF>la+jfs*yX(!+}Q4>Knafr3!T&QI1U%GUO^eq8+^4n3dvHA=L|5EBIKxx}YFGTcA2-0eSiyYetpR-2)v9GuTZK2yY1Twr1xqRCSU%cni0 zbZ!7%PXb*3l!!S;4iAL<2u(7O+|$6BB}88cQInEG$uOM^6$5f3HBiRM-!Mp?d&#AT z>#?w9HstN3om{~CH*ngL6Q3Ydirb-lNFK#hkcZ>`@lYfQ2&<8Kn@Y|bAt=5L>1h-t z5C5L-i&`=r%EYa4uNA1{kP=iO4A;O=qp(i^K^X#*hu>%clrcYOGlyk31m(Ev*#Cb8 zwEUl7_;(P${{YG-z0yi!2)WM3pdq>y!F-YyK2N zoV=q*6f)t;WukrDg;^QhS2wiFhy#b`?vWnxlHhd>6b)-K!s-kdaNiR=Q8Com6Ic?QwwF_;aPDAd3z~$5zTeG zL*gjOQ%}-FPy9S{B~M7!jwKm0&$4#TlgqVJm(uxwZ`!8;;axXSHh>teBr$Occ~Y3) z$dmGH1Lm&+W5b5RUtHW%LAf~O_9L(Jf02uYuqJY`WcUP8Vj#&9qORw|SI?Cef8&xD z5-|UkAo>3W66+*LcyRt9cG!rM;R{hT)mV3c zc%KWG6(b=va?+$pogj9b{D(#xir}LVd8i}p&-4AY#>M+}X5m^EG zAO_02zt?VspI;o({FMj1bj+zP28GxR+rXOqIe=u!sqW-b;KF<;et`>Zw~BtAUnYq` z5L?}aPF*T|!_^+GWExPke2`YnFJK6Y>NRD`lnyBNQ`YhmggK}H0PiwX?xMIv0sNk$ zYID~PW+(qS!m6t#W<{Y%q_9q5hds{R0nus#$V2M@$AqP-0x*ltlx#P)rDF0#S6bH_|>{!0@L8+q7;Qi18Uo|Ax-5JKVOxz4^> z9QH-F4~2E6AmD#OeMgGOlOhwbJ2zi6^nq$~ls^}(>|&KlF;X|3A`y|YDApyjw$+;lfUhe49}LoF9aZF z*vbo=2n{CWl|`+Uv(EE81c>?M5~z>~&1<_mlBfKS1vgLyk~GAWQvr=2!Ys%RPEJlH z_ZuP*Ma|@WqL5OGVMrnansl5(C{{SzqO~27(UfPAOjW*Uo9Wn7JQ-!iQ@CpWb1(6E z+@5YGqYhE9&2%02S{Zu|`Fj+yYlm znqm=yk;TxduxgWuyOJ$WKHZ73peCyIfiT5~5h2ho)s=r9JJI9iKAg;?iY-)5BQ7qE zE42aN8aw`ZVHG8OuD}jz-4ygnXKWN{hC+&+n=iOEUxRWC>$#dyoiM4PeZ5TzMP=?N zzPAIp&pKR&07WJmB5S-;1SCWICWpKdwF$@}t zi_4%~d<4#5+Rt&3bdi=(DFP9y=6qe*Oqrlm8IOyV>Y!gu;D>xuzyfA+N)Q*w;M0|` zfMx=}{IZ$s2~LV)(X~&=SC>!1G6+yp=Ygm>0ELi>AUli(Y4Y#c-F=UW5Pidr|8s3X zNCB;P?*jwr@C+lSf*4|;TH&J|x9WL8BvvSIM>WFe)p-&%2LDT9bN*Mv<2<1_Jh=HY z)hI;L^WSqTK7G}{ax~865IG7JMuo7*782N8Og#a&TwvofT!nlJ1gG@Q1ZWzFUva6U zs(~{{{YA96e#3L=PI~{LO5wUY6SWP5_YkvPAd?{|?~e|{zhaj^TgmvN8LdNw6~502 zpu}b>%|)kJC$%HuF-k+I=A&>&PYH!hc4`w{3dkybEN1eLSOAYA+R1)qk%m2F%s*|R zQ*jPHVfzT&jT9i7d~(S{#XzUz#iJgd0)^KbL}hh4(k?DZLtxjW&KSTp*Ok#FuJ-kZ z5h=q`1q#Zl^Faj(DpWEsqk#*o#MXf~O9&?BD2||N3MRQj@CmVPGVn>#ap`q`{gQ7w zW55tndxF3ns0l~8N6}r^lky}Yr{gnXPyQ{-{l5SL?i70eSlr!zAlB~xAmD!o0)C{i z{9{3%?R6N)CO&fH2-PzvKTU~ACK-Jup>7XxJ>CBZ_{$HX0DPHz`t<2kjx5uSQ+g;Y zEEN%^|D09&T)d#Nfzt0d4-~~)7kb%+bCrqZfk=@Ecu^4dMTEu6NiY3J9EV0}WUwlO zD2poP2J8x|W7YGS0gdTnzC@`Efegi3P3>>EH<+MG27*8u&+B)<2BH%e*KE7s>vXLW zL9|9`L3Rd|&_&{#kCKl;|2kR`(Tim;+OE4%#19#2^~_mihpQ{*v(bpj9Wc_d1NdWS zy*WVLWfiKHb16fcFSrW^fOK9g zx9Pv$OZMNK&&28>*S9HX2BK-Ocx=@Z$x>}*ly$bjsG2g-*fo?fkkp<967xySROmg+HzpTBr zeG{GA7S|G_HB`>hRs1R~1+Q-lZbWKf({Lm)TonBRnmC2(>J{tFscvv@Z2M``{|) zHdFgUDE!o9-#1G0rfdT(BpZ#)7=8+63g+D|Rqml|FC$6^u@I`__(Qhk2E561D~Yk& zURm{MG1ns*E``ghQ@Sqm*j_p7Hu34O>1ynv2NuR+J}|&O)s3c2Ou6Jj`kv z;z7dP=n^ikjP*vUS*90jEgiZ_lo{vE9YJaNqbKnSai6&M?P1%Fb47WgxgT0NRT9zEm*lB}kHOXK28Q4I5>*0ytzDCSJbEv~YSyTX~s ziM9JgYluH}C5lRLpdtK#An1qR@Vx}hI#Y+0RcjM8t=2ser{7&#h7-aUgUnqhN2s{% z>qs0G1p>&YMYZ&IO>?7j_rYq(5mjucSJz!)N))3jgh+w(7i$gKU83DM8qIJF*`!8E zq#TQH(DfW_Qh&H@afxz|_)ZDK9lbfYLM$8@@4BMbSF?vK@JLV9Y}u$s2Q&`1;?h%9 zU{UpqX3V}E=Euv|a$s&9Ffb^r>wKQ6W{h{fH&Q2?)5n;YFf=sj(ma^~omx7-;)}uR zm!#8HPAu9q9w`VUZ5o))!>pmN#Q%y6g}cJ?)`F#8R(|W4AFX>9dgaM@U=Cs7ScR~U z*{!0NhV)XYY)))MhOd@}-NsYDXZl^CaEkb5PSu@HU1QC*+!!S8a%ORfFkP!9#$(fY z@6oUyV;t-g?;pQ0=;ed?gQP$AN{^C=kk4y#A|g`J9m|Z{F6v-T2{LSq)REVdu?8`0 z(P*#4_Gm2(!H%Z_Je4xu&_GZ7MpvT(gq8`tCH7xr}m(HHXwyU@hsW@0VzJv|2opgVH|dC*PvU_7q$E++P(9%?lDZaxE+sLQBZy@owv zA)dr%^!ALQrg4m!%6vGp zCh*j*J(`G3)bsor`0$ z{R}dQZ8DKB-fSCJe6_zy)$_gTIz1E9oEZ0mSKdv0aD zVq%FmA7dQWT8FM$^}BqZ?hu{Wx`cNRJzPF`B`q)o{{h{85;%^kt{vMmS|VL}F~*^# zWD$xz!e2=dyA7i|c1Vxp3gnt6Bt$*%l(SP^=WWXj(Cty)iDfT{-tqwvgu&M1G?pDw@dQ02fW@PT|+nT_78RZ10UrT z>F;__5N6{TYy z*3i>by~yRu#6(B~aThFHuX~eS3xKX{itX0C32Mxhp#3rp`iPA`oUZg;oQ3+2Qqi3#I&wPC(iuO|iJ9 zx^{`41I}X;_8jZQ(B8*zvh`imKY%8h=iJav4&8?|d}jd4cRq*8Y7C8<6=IIg_^7(J zadclXD%|}#Z+5>jhY{jUo3h47J2lwK^k^SMVOTaX=8#(Px#hz1@9RQRdNL)bznNxO z;o4jz>%~;po_2c8r(x*H{(YM!XY7nl%yeZZSc@;XYWg!naBNdInsyn|FdD+v`##vv zrd~rZH>pSLySjNr7a^tL4ZoAKAUeOOe0`3`@oi2z%g2dtb^mUHSfcenHHuvf3gScN zW9P7I;-ZD~EEw8zY`^(Vvr1XnLtQMPWgh-0ZW&~3zr@d|1b5s`Li-?6|Hs5$a@#$s z;Gk3Fkt=%l>VHG9hkb1|6CG!8_v5g>fq}|>C+HW(DN-ku`;umj`-xs8g?~Kj5`v7l z+mY(-kgm3^t>VJ`cg|OI-*&>Te`w~_{1}_e@j5Bq>s4+Lwm44}Z&iMh0^zxXK{pX*#w5FTly#A2z#(jAOWv2`CN4ZPetk^y7yVnF7f0b-I z#BUwA#TV&gAWrKW%nV7++hh1)A15j+APM_JwAVu3w9ECE7M$Ea&i4>T&t!KQ673vd zt@ow>Y8{W|L*nPA1zz%L3xE6^=kbfzex4B zhY-H3M_<&voi$O96qVl$^*%WMb1yx)MV!nuFwpsU%b-PvE_eBgiTd19a7TC7lqp!~ zFHlJ3@D;cGLDnJDM$FH1J`myaId}KPdeLzwS_XNK_^##9it}ABU#RF_0O1UI?g0VH zKra#3qR9Mj0W}i!tcYCa3jF8C!u%BzWj#qma^q=wJx;c>%bC#CZxBQr9hc!Yc@Ew6 z_Ce}4q)@Pn^@#RUE=h>f~cVO1> zZYVpM`u_Q@Q42g$8)2}JdeUXr7LDLLyn!y!dq`~P>Qd5I3IZ0cmLwMijr+i*AK4@{b3$B^)?Ih84h2k zE{}cp>x~5 z{xQd*5;FtlcnsQ-Cv!h^`EK`Zv*+})A5r#G&bvznGUEK6qh|gLNoFC=>fd+1L!s5o zcZLp~sRNxz_bf^i>cCt?c}~b(aZ2UqXsYme#4d3_>*z76ts)fAKPX*~C37HE?%2!g zcU;h$0eSe{OGB<7S!$v)R>#~jds5$bBBCY1S^d+QF`=*de7;W?>^A*nY|LwmW1M~; zba3hy$;)vR2X;00ywt~d+e?E7UmP=L&P^w|e0}~xKUxt7W{){zzXuC+GsR$eK|x-# zt@PwP%ahPToL_rQ=fm!O@%K?P-+A}zj~<|pV!KW!Gr%4_C^jYb&rep>l6D6j;@B)& z>RwSUdS~7r(N_!>*zK#0dgf4tFL#Z4H3Kt?g7&bJ#H;T`NUwHEO0BgNk56oxE1ng? zpwRe@W0_UvgH^ao6ux(vE zx9H4>*u8C2uP+9EF(>_Hcj?%jD|>~`4x6UCixdXv6!y4@eRbW^aXn}E6KDDE-o-@Z zI<(W9MgY0gZIN}^*NeZ>XfSN&*Rr74==@mYr5s@17G^Q?9o@@!KOejMi(ap*ROPVE z>Nldc2fG6b6=d4UD)C0WQ&G|UcRW2k$G$qnS;tS)Woo@`v93JtZMfRp0bGjIwae8acuk-SLo#%l6 zW1WWSrN5*-?U{{7Mt#<-*efJr1f$i7tJl{nXY4cPGy$q;^q#{yRSe$S?mkjDKqH0 zXv>NvvAVQ7<~bhA$DP8Hb`P9xKF^{y!2l0AWC1Gb-mT;v!&28XI0R)cLEep>K;NM)b9gSnRubN0w+y(L!)hY*&tl=R6B1 zz1Q`J^h>=|p*+3&@`bLKm&N`t!SsvR^Ig9k!3^nV9O{nY-vVy~-HqK%)Q7o37Xv&K zIxA$-x^LXCT)2d*4l&0OO#aoP*d=};*je45_OCdP6~aDwj@7{;@GTGa)MJJ$Ub+`F zx$LyF?l;4%)5Tqe=;Y<83m^=#H*MN6bwt@$S!1yOc@DGtSzV~LG_pGFqBpxAAiwcC z4$E|>MuBScK&ULfKF0%O3*^o^VmIA!$-0+ti^HyOaNo`@s=3wP+o4Kz-3DbeGl@Cd+3L zL}UH~LT7t2#`d~VyK&Fd_m>=s(xH2&B4xRvyYY~{Myn4+MPn%{Hb?1rhF!#Gp&~ly z7RR^EKJ^9m3u`<=m-#FLgDjoa+wjWW)&ekc&#-A!*=kxn)om-Aq>EC$Tn&mBiOYZb zJ1(#LN@k05c11-e(BgZB%^D%K*lXeG@=~b5>1h6Uv%}_(FkD7NpqI~BA7uLcn#)*Q zeT7rZQP4q~?Q=$m@mrqrVh|Mwim|qqVlJT;;0ax#qN8=@S%l#*xW=b$?vW6qw=c$B z$7yK-&hXf6i%b&EL*86CK7ldr7HR};Z5-Ni2x|)N#lR+nDFme;bOomyz(Qg|eJ*q* zEqNWZnJw!rJi{VqgBLPb=dpZC=oFi>noi@gZVaZg+uza}N1?y9bjjXr9M{3f#5?AU z0L^o3g6Rv!q35t{iJtShO?)swy%xndgRaF^&X-Tv3~z0PteD-8*|n|LZ-cD+;(yX5&~skHWBXg% zkFcg~z=+Rmp+Dn;>IMhQZjvP zj(-XW^ydvuAA78vGh|o9?0ntz_CsENsms6k&z@&}DgWv#FD;wZ_s=h0IVa-Efry-& zhdiHr)G~{Y4_^J`xM#jo8+hRmn6^g@bUj?F+Rmj+UI$8 z?5#sid*9sk=EG@szQOOO-7@ESoYu#{oIXCj<(+g~vMloeee?AGQ5eJJ0k7lUvBz`9 z_gp#W>{z#x6Y@{%pVrsKPpsfs&-I@9bnV_Z7hvG{+QVt@!Jpc{G6b#TJIAsA=h^vq z;(+!Q2VXGnw#;H&jz{bWjQcyEeH~++an{rAmkDlHA6`N;nDKDyPP_G3mJtw< zgZ0>hwb?WDhuXS~F&FU3vdnqMJ=fb~4`&RSK|ATt*P-v_16UGF5`TC&o+tj(zFSYP z`a?p&qJVbV2TN<~nZI&QRV+tUo$HLLzC3m6sLhq&c4NY&Jk-DcMrDgmD#`y|P%Q7*HezihLB zVCVPACtWcw$=jM;4nA=~^b)w0%a_(xLyc3RcH);XEBfT+P|=&AqTRg~4SQ=RIMDpO zq?hq^Navxal@lQ_jqOR}!8aNFAMzr#f)7T^nu2$+Cio#T++dWpGB$wvLZd!sNE`Ke zETKB4T&(_|)ir%ObEu2Un1=9c6|!p;zZe|>FN|myO*#Ttcbh8|C%R8ZEPGm z`}nrSL;8h^`WuI`Gl`e7uUfOddEk#;n7DfSm1VFNzSyz&y9rK5J6@2DSR7iiAEK0^ z%Om#YKs$hZr!A~U-%EjAxD4%^(U~E#nUV?~#e!8)k=3UvN*prS)%$G&HsePQLrh`2`2%hv3h99*-w_{Jp4aXQ*l=RQ$Zs^#JXLbi@m?Cf)4cEuH*C zO;TleT1PMoI~lSRjt%(KzIr&mHr{lYZ17ok+~Vn4t7AIqV2F0^*tFwK)35$VPxr}a z+`l|^Z8rK#Q=M`&Wui96)QhV#t#8^nZ5LDg_uNE&3zLq=|Mu zUATFDCmjKut$eITW)ri=e=hp#b{2Y#+;zeCZ4^R99avt*v&vS6?KSV%WY)64#u(8o zx&@Rz#)aFW-U>egjdZEhn=SRS_}08YZS~p}Yc|l~bQWv6$FoVY6(7~nN3)*(h`t5? zdH8!bo>7$Li5MD|p?huWxYv`nf6f!7>pP>TT3mNL_P!U|A#{+k)wJgxo6heb3|~_4 zR3SjMBapi|mO_qE(Fs-BtJdT{^`)m1bky<{5%Bl1t<>!U4J02NLCbYia(j_lw5-6B zr53%^A_PI+lz_@ZldKoIR8LI}G%G49s4U%!lmV%iJ)pR`3?HtUJ(1tjlX?0RbsQzA z9;KArB(zPZ`sE2ZZ@)n0T~RRb3kC%lO!fXkP77-=UN8-;nrO_{`T0g%Otm`uGnDoWHT{A@!c1>LP|NpT>cK4(|w6O z9sELLlV7=pRMqx>R6-1WXSp=CKdsNt3ea~Ot>tf_qdnR!QwxQ7^a6Tn=1<*8tE#T4 zNk+rvOE^fNH;T}7`=gQf)NRy$TtKWDntW4Rv^Q$ye;|aXHmmC=+6B+i)v018y3zj} z-u5%K8dMM+TK=U>2h!k`UX9d4onDvSsMjH_cuig13)jcth7sEQ$6{`6DKDI}$2GzM zGZav@d3v$suG-;$sa^mjwKU4y|5m;Sw+eMpiHRyIa)D~oWz?qNuM|4v+AOdmP+meC zWvCicLZtxExzVMTn!)~+y4xHXiT0xLSs+?xQTc@RlpTyAnZ~(9B8dAB{T-fN4v(vG z&dw2{AcclHM#um;^iU|#f14`bCEh_Z*S~b9aHg}tfT!C#S+}jFN-(yi_Wlm4t0Id&ZwTr}wCCu38QUziBh2 z$8c%q)EBZ(!`tZN*)gkUls$ZWyy42A6y(Lbg;*}+_OxSBnUaoLyPZ#cv|?(*&e8qp z_h<}|#*eI753PamGYjx4>$qmDD&*4=T_T^YBN^&319$=(F|?Gj^SORc&YqONEdA#@(>JZ3%7|rfoh!MZfM-{|>Gs{i?Vk>qm`CxN;xN zJ*q?BB)eNu!a)qAp0Q-y78e)OaC<*9p-b(DL}#u{J9Q;MLPlrpdK!!Y!=-v@;lVwL z+QmK-3%%2O;YY?`KWg3eobd{{wnCJD)lsGg4Os#+d`xIn+lTpBxqPJ=knLv{L4FO| z)#LeMvM;mes14Ws@uMda#;CQd=p=PWp?=TQuC|r>*@~a&y@D$8=N_+h>~-$`2m$OCG>WD+$a&E!DG?m<@c$H8!O;CeG#)j(QKFUadu_ngwzy@t9bu- z`Aa$m$cun}T`u@~X<>3hQQjx4cBWRG_MSUV63bF*D<$MXHrcrCZ!aoeG z<2tSjK>KwyR5(Od`eyNx=+BrxF4~t5SC#RGRlzN^TuD_u(Y+#wv^~+MAbQ}4@8B6WKzX9Qh)T~yh2@s9zM7?L+O2_YyELM)rK7{4LZm2tig6=Bc7Yk z{S7+<1ONg|a8GcyLs~dm)c=hFZEE>skycIpO{o?Q*I=EJM@%yQM%Nszst^qlfH;YG zJIhc}PC?oeS6TdT-7JXOD09u(sD=j`7gQ#pefY(Zf*T|MMw$xL`hPB4@*8#pmuu;v zp(B6>!PHkoK%Gec&P)>pr0qk4Q29K+YR_}0{3fd&%!Sn zc~{7!;Q?~DMaOrl;U&sJuO`|Q_656SKyYJhTx}n!YCx|(3hJ^;otj@XX^9nF@=+&A zRY{bWOX?K$2(xSZJ-F*L8a+L;?7CLv@OVFvzAu^v1>HQsSxA$nig)0h=uV}{L$~r5 zZac-=aS42*!W$8i7e@V;b5SE`qV5Zie8Ivb{{~JQpr+E9=9(8@d31VKk*0*2b9FgR zfmA_1E+{kZS?#f&y=n^tsLrG$UIW$}qK0|nHse{@V$Ui+d_}aC(=`YTEWNOe)EFue z^()Z;`-08AbpATd^%&+wm8~_dUuxCL6&!r8-8z&I=df@xCsb%ud6PPPwxQng%-UQh z6;<@-2sCznU@VpIt`J7VQU@}QZt>ZC6_tQ{_E(ikY7yz$ zdNwg6-?d~i8dZ8Hrp8 zIxAn{>XBtnNzQf;y7d1FJJ*<|&HxOzBCDHD;xyu>w3(M=KM>5kPb@}V7UQOi%NBCx56u?LLWF^|v@)Y6tg?koBtS3XQl<2Q1$v`&@B5)! zW-@0?ywIMWp7UMb?>o=4m+jHgKrsx}-5iPcX~`-H(}JBjLJts0S@+`%aK^jY&>S!k zqZGY%Cj6d+in}qT*RK=;9-^%YfW%JCU^yc5Sms0~-+p?3S3z?JpM9?_niPmYl~&C~ zj#0{UHiyn{)^N?381=q73K~Mp5yjyAJbp@)dKlWL#VN0Pqf|@AHmO}`R}-dAr3vwI zbBn7vsOam|x;r1Z>gUVZ+$I3mGd92xgmecgB$E%KAu=0PQZYf~YIQN4N(dG7VYV+q z&T$;U2=4s=kC27&ba;CD;B=eEZOwyjk&_k}dYw`;(KFi{u}PQK4_pS_y&R^)Dv;ow zNjLy3aJ0sI3K^E-+P?d1MllbJ{8D^f25_ua29;w1O__;e6(kfwc{*&T%^naFsaF|)^Dnz- zMGb9(E183svWU@z3nzrFjzq0v$tO4~h0w92T@{v6zV&ossud$(8We-@lTHls8B$xg z)|P?M4QWbp@1Wc)gyeJ~hx|^(;7NheyFG}_R-2&MH4Rd|iwItK8*Xl56M=}A35wl9 z>!XE&eFXAbg#O@~4kDcmq$sxcQ7_D*8ll$fC_YyqdOqf>(u`aYE$ySr8zj0(X=vNW zSfR=xK;`){c)Bd{5fKN7Wc_$Rg#@RA$(Ncu$tv}!Dtme>Qwv5QtY0^<{e;#QEIEvQ z1o`s!KV&VTJ)r53Q(Uq(0hc3Zr>r}#+1=B0h$B36j#!=~WzLK_Qh}$ZiM_MEjy}jR zW?CENcEFt?)C+=84GBV+FeylS^W=8uxYazZs?x5iQc~UFSN;MM+XK@YCs{DHIpK}hetcw$=@rG)U^A>ZN0y1}`tRiq1zEW}}S9XoD z=CN(JYYhA`te+g$Nm%ittmv5|w90X`EJi^li^anEH+H7RG;l$Kv{FiBGx*Ng_Vjzh zo!O@P`eAk)eAF0AOR;$2y-U4_@-qPs-P`McoX;|-r!}ev=MoB<0uT6O=$gx3dcj#) zko*jgRueSHf(lhCAHBzH^9nHwgb@w#E)@eDp<%NPPbD5+;)?u8L%xUv@hS-t-~6c( zwym$vk;?_%D|NIrRnR1fn)AKlXA-oCieaQ8+O#uF^^5MUlOM#ar$#SYD3nsqnc&GY zYJf#XNrK8OK&8L$^iz{8QBJ*QIbYbycwD4BP1C|7u}&FY#M2p^j^RN-7n)9@8^e0D=OQ?L_3d7MCt)hBTH%-P7JMU!s1Y*jR<> z4<2LnmN1ILlwXi;*v)(@)?O1WxWe`f7oztY+}1vPr+2<%_c@uW{{1b)tAM8;Z3!7PFh zgM^+E{JkxT|F`1)mdREe>Hi(wcK5eitbMDk$MM*;{xqq~MZYD_JWWL-p6H1c*q=Ok z!Zw1f<2zfEXTo@$AEXk61&sZjfY<)GHCgDmn9`MDBE{yW1kGh`)^5l>I+kpQ6q}>N z5yD|v+nGAud=TbZuw>DcI28s@p!%SS+qu_44}GAY)UKrBK5--ypz{wQlUJNQZJ1T15ZGI|?@b&N z_a{=B8mdG;>b2zHUDgcA#A>zZuvh};zd5nQxQmp&LKONCSH zq-kajhy*wsOk}J>4(ue^)kmu~4|yl5?7yPyCy}mcfZe?k&hr>c9aY$Pbpjqn2$pl` zHol_Z^Z95>%dKSt*wa&O*^|ZsSCO>p z0hFD1wTC;hz-pzlef`8hv&zxBqM{PY+hxm^spUUei(I_XWSWOzsny~zv+kaaSe*V{ zcw*$`A4|~~UIlbNB+>IJXel$KY(e*f9}Bf hdq>5;cjm+uYx$`wM-uHpKt{ literal 0 HcmV?d00001 diff --git a/plots/lurkrs_29.png b/plots/lurkrs_29.png new file mode 100644 index 0000000000000000000000000000000000000000..40b4bd6643680e397e0ba404a80f45122cfceca0 GIT binary patch literal 73014 zcmeFa3tW_C-ah^yDtU_4QYsb9EHf3_wLBu&!8~nhb}$t|bCoqzKvEci8PwFwH9WJX zf|aJ_A}S(~z~GS-amoV+K|oMYIWxilb9jE&bq_OW<-WDsyZ_(s{l9%k$6@A~=eeKz z`~6PAK$UP zz2?vJrUotv44kClNB;SPxQutF&RlX8f7E$>dcNiH`v3mNa(sD3g)zU%=qM#MtW!6v zbiCKg6qS>kt4}V_k8}>MaZuIRjlBJe!9GBDJy5>oWqLLuxu}0i(e^>!33tCeU@G`x z@l|=?BxUX90z*bY4=Ke|rZ$~&D?ioXUQu1`_xW?P2Jgry4JbT^m+VkC?g+@qQW>*U z*=s_dkWU#Zt4x(6)Y=gNIU3oZQRnPPeo~I|`0k@SF{ZmQrg~qwJ~Fs+*wCTbIXS~Z zo9<0enA0ZTF-T-8}*_UiMgW zRsQQc2fw?kioOt1z0xV9GH+PnjFek5+^TKeHykkSTXyYoWc_RI_g+(1cTiV*tLnWk zzf|MeZQYp>$(KijUg{fq=_@DWUp-r|S+mAV`?8nzU9Y-#OE2y!9(HxQmu`udE`cU9}OtI zSmXNj{HCj3#;a39&P+9&k1>qr#XbK5CXVmc?U!HjpEj@7tI}Ip;+;_5)vKm!%<;tlDz|lM+~m?2S=AUBBR9p!c)V$oG%L}=^n<KZw?9Nr*=>NvAe%|_7f?FbhTlSyLQkF zpVToSr^h5+NKd-ZKlxIB|EurHv47wlpQw^`D*4Jjx2@^)=gDy#T<)TbsksQvqz6SMd_~N$B*-1>xbmO?{mxj zL{6-CRkALB<;sb(Gw;lIMm&*LbMScOccqcR^I~(Jajf|yBje4;sO#6SkElut z@b#T^sidT&F3U^RbZ@>X!1dl2_P0h?FLu!_j%oNbrXfvbNRz6OI~>IIgyA;p5X`=b z^UhFMvO+RkOhqnk#ZPJqm3y~Ds2U?wJK_~P?B#0vg1o$&jf&DhW$AgKa4kPynHUkAn6)fAYuTE>pfwJ` zhaHOB94|X~93N&{VVQ5j?%B`q8TD4_xX$Fa!pjiwHS~+~VGr z_dlZa9usU{)w`az-fc=LZ4WK9N*8dLlgvu&>tQAb4rz!r76ty zLq97pRTP+bM;XEAjh{KWn~wSFkMV*G2(=Xs){FQgz2zdj3}?Iyyais3TfMe_-A=+h z_DRn43B9&2^qNmfiBGM|VIvM)QP8-nppi2+&o>}ITajN`;a2pFTM=sAt>qehl16{Z z-SApr_Tf41hEwhr-jy@h!H)Ap#w?SY|Lfg^_xZ`G6{bNHtQ$4xC(2BP%3$h9uEscTdXYohR0 z4xkbNvZi#)cGpyvuh6sJA!nB*mo(-S6v$%4c|(^wH7xJz-gwRscqqfzZCxA99h^k5 z(q8fXYe8QO9x`N7lv^lrl2odRl7T785IPaX1ve{?SK&lWbDj0oI9DbB40(pkR9$-X z_;Ee%_Ifq##hr1w*ujs`rPf9MQ$%P3&ho>!rbG7nLsf>0RX2x4XO(f1i=Rox zE0c^XTpC(=9zyadV{VXdPBML5`cY6&1MpC?d&5fi21S%kA?_RV0w#dE<4(8G&kvaN zZzbMU{T&HX0Gy)7qQ0LSpSL*uo45Djlv9v3H>Yn)zr~`}@l^F;C;ef=4m?1#JnF8G zbx*ftXd^pvKu?^oiMYNbYbHk7SI^6yCv@WijgdYd${F!NI|S z`HIpTH=cI+95*TI#u1jd@JCGELx&Gvc4|n-DW2m^#b2J2pAvD)yc_-UEN|~pPDW3; z&MV5H@b>N7oeHWu@%WocH*U|X;?#DpdCYyI9W!f8a{aaGW%>E}yYN{-LEo$5(?(YM z=T&W+vFOGy)FVGNs)Om-88c?&Rr!Yp=cOm-rPov)!|lKvYnl{N^jKm!UOQ~b-7BHE z8Kt`dTcs{eG<*`?@X72a-0J7JZ&Qt%mvU-E(kbG=fNA}1A>8cj>`uMtr*<)%bV;f? z+nqOcODXD6rD9i>VprdhcgE%U9)92T_AB;x^``nF1qCAx4_VPd$?5>Ar6MDwVtz}jZLn!ftA4NyvmmP>NQvHpP%Y^$ip|H+Nt|K0<1+H2cy=z2ZCDOyWjWelyGBpccl)QpKnl{aKrr5b8ao?)Rmc!kg((9mR9B^a>@juU=4IWuCF{! zAoG|sc<|tqn-fwPiYcsKEH*p|j&o&Im3z(FNd`hWv|||4@Hb7v-}<`MtW9OwMWLCbI6Ek^hJnTeTkIq^ zpl${hDx<2~MOE9Ws_hIDM8YpsnM$82Vy2XdN0U8~h?H^DjZDpDNf*of)RRm%C%LIi zt{M%?r#tRs(Gj16i6u7%uIPGc|yK|`j3VqKJOUtkM#N2A5=Y6@gxSb@j z8v(6r-*Mp~H=l88{C@qWTl=xd$xPZjqbJXXOaDf7J{?&7m=pl zHGIikke4NjACZ4ZPI$o6b5XNh>RGHnp$55JdB~d*3pkR_5fh|_FPxgbh!07Rzd3B& zGV@uu)uL3MimKhRue#s{f$yNr>8J+ziw5tg*?BOzetMVIjd`FjT z#$v6c*Xs>-3Ibd){Edw$fh!ohQW%1whTJ$+eUs@kAE6Lg`qubH&ge=VICBTra2}*Y zDL~3@yOE!i{$V{WJa2~-WPW^ zqRRfoGi-Vp8AE^?Q``4OL1}gMhVQOGrZ@Bv+E!`gqliKZZ20)86)B{8=^{4B7k*Oft9*xQFYVogR@TsIrg0t z83KSZ&3VM|;Z2|*Z9S!2;>B~eJ$m%0cDl(+RGh$#PYKhLh>mc%g1W5xqm%ZJNm6*w z>1RB7|I?WQKP|nt2So`n9-b&}muFR-XShQlYC2x+bV~5kI`<2#jU$maO3Vn@&b{G; zM?G1I!N-7T^z>Puo_}Xo{(QvDiexAvIrzY|xqzoC*N(RGqo7BVL(^u|Ajg25t_gE&2Z639^ zZwwdgFI;)=E5!*$N%0AL<%Gw!N7{% zp8Eq85rNjKO+eNdk#zn*Qu~OC%1Sq;>(TWnY<=^p7zsgN^e*CS5*H*Bz{oGlk5XaK z81u`L^UGL(qpCmdTOFe_^IVPrrWr17Dsn)HR~4s;P;@|XTaE80#GJVZWrI&rZGZKj z2+h?^2h_tQh(e?r%W!Nh6%bZ6b=mQhGL-T5 za?i8=A-VCPxnx^6j! zxZY&JTt4MI=RttFI4xZ3bb~UByeZAC{%~H^vD`()ZAM_~yIlF;aG~PKd+D2_H_~c`esj96I!+=k3L@4h> zB$U5mzw8GPT3-*0lwks2N$o;$Cqg;DGJbkAv(R1g`6y%}|D4RsOcnrYiM@3rl!l>l z=ZQOqo>1RBz4oy@-@w2KhksNBd;aB^A`C;|+<)%^Utg_DPEHP@khRZgo?DdGWxJ*{ z&o|Mdw)YI@h&*3DGi^XO@k|vI)+_*K!wIT_RB~R@6eGvV&?V0^k&F8L)mP6%Mwxj@ znrq1)d4&y5UvD|7zSL<*UaHXz=ikWt<`uK$s^3-lMeq;9gnAvI`o)Wnx*VC4 z_L;vLQDAx&lq;_a1jTTC^l9qkf;<9zZK3uP%EPa5yZ43bD4z;3Wr(1AjEPJ$pDa^h zjq0QT^hhRcB-grcCWTUS+UHjHjbY!~Pjo=2`U5ysA+-SMH&KeQ554`GA}sS7LMT4D zrn|ak=x2s~=Pm>W#|P?>*ZrjgP*x=)^$YvZ=jEsNZUIfzH8M+4eT%0sU7n^aC+QPN z6db|GNw>z`a3ht3)=v$UY-*wVNzhLjWgxUNJ~sB0>N8&WG#{w>8&u~28!W@4%L}lV zH-X-)(eDCKb;w!!Sl@&K5FlhFFoP0h--$a5-7lVUtUqMm5N6-Ni{K^37bx{$r9&v) zcGPkFk~ybu4rBg8mQtOWD}a=GWuHp#9S$F=R8jIvu{q_8dg$f_8`C3e{^p%j0)q8e zWOZxP=8@&I?e+M8FnmCj;_ll~%k&lTDl%Va!|8r%d_aL7LeLwgfWMRkC#3}&z7ID% z5-}6=SIvR^evI2D)dAE(CZu`-N;PjBRb^ z#A>~Oj9#@AouNJw^ZXt2QGLU!ma&mn#VqY|gaMFOMZDAyVL%1wstYckqtj{gg_0znim02@m(D%?=A7^8?N}MvT1qv^|