From dcc612fc98729257ccb2553c9dadfaa4407b8649 Mon Sep 17 00:00:00 2001 From: randogoth Date: Fri, 17 Jan 2025 18:49:52 +0200 Subject: [PATCH 01/10] renamed uncorrelation --- src/uniformity/uncorrelation.rs | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/uniformity/uncorrelation.rs b/src/uniformity/uncorrelation.rs index 40a94fe..1195819 100644 --- a/src/uniformity/uncorrelation.rs +++ b/src/uniformity/uncorrelation.rs @@ -6,7 +6,7 @@ impl Onod { /// UnCorrelation randomness test /// Computes the Pearson correlation between the sequence and its shifted version, returning a p-value. - pub fn un_correlation(input: &[u8]) -> (f64, f64, f64) { + pub fn uncorrelation(input: &[u8]) -> (f64, f64, f64) { let samples = input.iter().map(|&x| x as i32).collect::>(); From f21804ffafaf6ac3135b499455838eefc21645e2 Mon Sep 17 00:00:00 2001 From: randogoth Date: Fri, 17 Jan 2025 18:50:37 +0200 Subject: [PATCH 02/10] added C and Python bindings --- Cargo.lock | 109 ++++++++++++++++++++++++++++++++++++++++++++++++ Cargo.toml | 8 ++++ src/bin/main.rs | 2 +- src/ffi.rs | 43 +++++++++++++++++++ src/lib.rs | 32 +++++++++++++- src/python.rs | 19 +++++++++ 6 files changed, 211 insertions(+), 2 deletions(-) create mode 100644 src/ffi.rs create mode 100644 src/python.rs diff --git a/Cargo.lock b/Cargo.lock index d2fd767..98e140e 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -77,6 +77,18 @@ dependencies = [ "wasi", ] +[[package]] +name = "heck" +version = "0.5.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "2304e00983f87ffb38b55b444b5e3b60a884b5d30c0fca7d82fe33449bbe55ea" + +[[package]] +name = "indoc" +version = "2.0.5" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "b248f5224d1d606005e02c97f5aa4e88eeb230488bcc03bc9ca4d7991399f2b5" + [[package]] name = "kolmogorov_smirnov" version = "1.1.0" @@ -108,6 +120,15 @@ dependencies = [ "rawpointer", ] +[[package]] +name = "memoffset" +version = "0.9.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "488016bfae457b036d996092f6cb448677611ce4449e970ceaf42695203f218a" +dependencies = [ + "autocfg", +] + [[package]] name = "miniz_oxide" version = "0.8.3" @@ -183,12 +204,19 @@ dependencies = [ "libm", ] +[[package]] +name = "once_cell" +version = "1.20.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "1261fe7e33c73b354eab43b1273a57c8f967d0391e80353e51f764ac02cf6775" + [[package]] name = "onod3000" version = "0.1.0" dependencies = [ "flate2", "kolmogorov_smirnov", + "pyo3", "statrs", ] @@ -198,6 +226,12 @@ version = "1.0.15" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "57c0d7b74b563b49d38dae00a0c37d4d6de9b432382b2892f0574ddcae73fd0a" +[[package]] +name = "portable-atomic" +version = "1.10.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "280dc24453071f1b63954171985a0b0d30058d287960968b9b2aca264c8d4ee6" + [[package]] name = "ppv-lite86" version = "0.2.20" @@ -216,6 +250,69 @@ dependencies = [ "unicode-ident", ] +[[package]] +name = "pyo3" +version = "0.23.4" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "57fe09249128b3173d092de9523eaa75136bf7ba85e0d69eca241c7939c933cc" +dependencies = [ + "cfg-if", + "indoc", + "libc", + "memoffset", + "once_cell", + "portable-atomic", + "pyo3-build-config", + "pyo3-ffi", + "pyo3-macros", + "unindent", +] + +[[package]] +name = "pyo3-build-config" +version = "0.23.4" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "1cd3927b5a78757a0d71aa9dff669f903b1eb64b54142a9bd9f757f8fde65fd7" +dependencies = [ + "once_cell", + "target-lexicon", +] + +[[package]] +name = "pyo3-ffi" +version = "0.23.4" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "dab6bb2102bd8f991e7749f130a70d05dd557613e39ed2deeee8e9ca0c4d548d" +dependencies = [ + "libc", + "pyo3-build-config", +] + +[[package]] +name = "pyo3-macros" +version = "0.23.4" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "91871864b353fd5ffcb3f91f2f703a22a9797c91b9ab497b1acac7b07ae509c7" +dependencies = [ + "proc-macro2", + "pyo3-macros-backend", + "quote", + "syn", +] + +[[package]] +name = "pyo3-macros-backend" +version = "0.23.4" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "43abc3b80bc20f3facd86cd3c60beed58c3e2aa26213f3cda368de39c60a27e4" +dependencies = [ + "heck", + "proc-macro2", + "pyo3-build-config", + "quote", + "syn", +] + [[package]] name = "quote" version = "1.0.38" @@ -363,6 +460,12 @@ dependencies = [ "unicode-ident", ] +[[package]] +name = "target-lexicon" +version = "0.12.16" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "61c41af27dd6d1e27b1b16b489db798443478cef1f06a660c96db617ba5de3b1" + [[package]] name = "typenum" version = "1.17.0" @@ -375,6 +478,12 @@ version = "1.0.14" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "adb9e6ca4f869e1180728b7950e35922a7fc6397f7b641499e8f3ef06e50dc83" +[[package]] +name = "unindent" +version = "0.2.3" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "c7de7d73e1754487cb58364ee906a499937a0dfabd86bcb980fa99ec8c8fa2ce" + [[package]] name = "wasi" version = "0.11.0+wasi-snapshot-preview1" diff --git a/Cargo.toml b/Cargo.toml index 9aa3b47..dcb5b4b 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -3,7 +3,15 @@ name = "onod3000" version = "0.1.0" edition = "2021" +[lib] +name = "onod3000" +crate-type = ["cdylib", "lib"] + [dependencies] flate2 = "1.0.35" kolmogorov_smirnov = "1.1.0" +pyo3 = {version = "0.23.4", optional = true} statrs = "0.18.0" + +[features] +python = ["dep:pyo3"] \ No newline at end of file diff --git a/src/bin/main.rs b/src/bin/main.rs index 9abb034..de9b094 100644 --- a/src/bin/main.rs +++ b/src/bin/main.rs @@ -62,7 +62,7 @@ fn main() -> io::Result<()> { ("Runs", Onod::runs(&input_data)), ("RunUps", Onod::run_ups(&input_data)), ("Prediction", Onod::prediction(&input_data)), - ("UnCorrelation", Onod::un_correlation(&input_data)), + ("UnCorrelation", Onod::uncorrelation(&input_data)), ]; for (test_name, (observation, z_score, p_value)) in &tests { diff --git a/src/ffi.rs b/src/ffi.rs new file mode 100644 index 0000000..580c22b --- /dev/null +++ b/src/ffi.rs @@ -0,0 +1,43 @@ +use std::ffi::{c_char, c_double, c_uchar, CStr}; + +use crate::Onod; + +#[no_mangle] +pub extern "C" fn onod_run( + test: *const c_char, + samples: *const c_uchar, + len: usize, + result: *mut c_double, +) -> bool { + // Check for null pointers + if test.is_null() || samples.is_null() || result.is_null() { + eprintln!("Error: Null pointer passed to onod_run."); + return false; + } + + // Convert C string to Rust string + let test = unsafe { + match CStr::from_ptr(test).to_str() { + Ok(s) => s, + Err(_) => { + eprintln!("Error: Invalid UTF-8 string passed to onod_run."); + return false; + } + } + }; + + // Convert samples to a Rust slice + let samples = unsafe { std::slice::from_raw_parts(samples, len as usize) }; + + // Call the Rust `run` function + let (obs, z, p) = Onod::run(test, samples); + + // Write results to the output buffer + unsafe { + *result.offset(0) = obs; + *result.offset(1) = z; + *result.offset(2) = p; + } + + true +} \ No newline at end of file diff --git a/src/lib.rs b/src/lib.rs index 4d366df..2b17f25 100644 --- a/src/lib.rs +++ b/src/lib.rs @@ -1,3 +1,33 @@ pub struct Onod; -mod uniformity; \ No newline at end of file +mod uniformity; +pub mod ffi; +#[cfg(feature = "python")] +pub mod python; + +impl Onod { + pub fn run(test: &str, samples: &[u8]) -> (f64, f64, f64) { + + match test { + "avalanche" => Onod::avalanche(samples), + "chi_bit" => Onod::chi_bit(samples), + "chi_byte" => Onod::chi_byte(samples), + "compression" => Onod::compression(samples), + "gaps" => Onod::gaps(samples), + "ks" => Onod::ks(samples), + "mean_byte" => Onod::mean_byte(samples), + "monobit" => Onod::monobit(samples), + "pi" => Onod::pi(samples), + "prediction" => Onod::prediction(samples), + "runs" => Onod::runs(samples), + "run_ups" => Onod::run_ups(samples), + "shannon" => Onod::shannon(samples), + "shells" => Onod::shells(samples), + "uncorrelation" => Onod::uncorrelation(samples), + _ => { + eprintln!("Error: Unknown test '{}'", test); + (-1.0, 0.0, 0.0) // Default values for unknown test + } + } + } +} diff --git a/src/python.rs b/src/python.rs new file mode 100644 index 0000000..5eca231 --- /dev/null +++ b/src/python.rs @@ -0,0 +1,19 @@ +use pyo3::prelude::*; +use super::Onod as O; + +#[pyclass] +struct Onod; + +#[pymethods] +impl Onod { + #[staticmethod] + pub fn run(test: &str, samples: Vec) -> (f64, f64, f64) { + O::run(test, &samples) + } +} + +#[pymodule] +fn onod(m: &Bound<'_, PyModule>) -> PyResult<()> { + m.add_class::()?; + Ok(()) +} \ No newline at end of file From b4c2e5ea9b4cabc25c2d7b934cc31419687dc592 Mon Sep 17 00:00:00 2001 From: randogoth Date: Fri, 17 Jan 2025 22:08:46 +0200 Subject: [PATCH 03/10] readme, optimizations --- Cargo.toml | 6 +- readme.md | 189 +++++++++++++++++++++++++++++++ src/bin/{main.rs => onod3000.rs} | 0 src/lib.rs | 30 ++--- src/uniformity/shells.rs | 12 +- 5 files changed, 215 insertions(+), 22 deletions(-) create mode 100644 readme.md rename src/bin/{main.rs => onod3000.rs} (100%) diff --git a/Cargo.toml b/Cargo.toml index dcb5b4b..3c9fb12 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -14,4 +14,8 @@ pyo3 = {version = "0.23.4", optional = true} statrs = "0.18.0" [features] -python = ["dep:pyo3"] \ No newline at end of file +python = ["dep:pyo3"] + +[[bin]] +name="onod3000" +file="src/bin/main.rs" \ No newline at end of file diff --git a/readme.md b/readme.md new file mode 100644 index 0000000..dadf54a --- /dev/null +++ b/readme.md @@ -0,0 +1,189 @@ +``` +                         ____                    +                    |\   ` //  /\\   /\\   /\\   +                     \\   //  || || || || || ||  +  /'\\ \\/\\  /'\\  / \\  \\  || || || || || ||  + || || || || || || || ||   )) || || || || || ||  + || || || || || || || ||  //  || || || || || ||  + \\,/  \\ \\ \\,/   \\/  /'    \\/   \\/   \\/   +                                                 + + Rust port of Paul Uszak's new randomness testing suite for TRNG Makers + generating in the sub 1 MB space. Successor to John Walker’s venerable `ent`. + + Pipe binary entropy data into the `onod3000` command line tool or call it + with `-f ` to load entropy from a file. + +``` + +`Onod3000` provides multiple randomness tests, each outputting a statistic, a z-score andd a p-value to assess the conformity of the data to random behavior. + +## Testing Methodology + +- **Null Hypothesis (\(H_0\))**: The data conforms to random behavior. +- **P-Value Interpretation**: Low p-values (< 0.01) indicate a significant deviation from randomness. + +All tests have been carefully ported from [Paul Uszak's Java code](http://www.reallyreallyrandom.com/gitbucketlabhub/) (ent3000-0.6.0-beta). Java libraries were substituted with Rust crate equivalents when possible. The suite includes the following tests: + +- **Monobit Test**: Evaluates the balance of 0s and 1s. +- **Chi-Square Tests**: Tests the uniformity of bits and bytes. +- **MeanByte Test**: Checks if the mean byte value aligns with expected randomness. +- **Kolmogorov-Smirnov (KS) Test**: Assesses uniformity of data distribution. +- **Pi Test**: Uses Monte Carlo methods to approximate π. +- **Shells Test**: Analyzes distances in 3D space. +- **Gaps Test**: Measures gaps between occurrences of a specific value. +- **Avalanche Test**: Analyzes bit-level changes in data chunks. +- **Runs and RunUps Tests**: Checks for sequential patterns in data. +- **Prediction Test**: Assesses the predictability of next bits. +- **UnCorrelation Test**: Evaluates correlation between shifted data. + +More details on some individual tests [available here](http://www.reallyreallyrandom.com/ent3000/the-tests/index.html) + +### Sample Output +```bash +cat /dev/random | head -c 259200 | onod3000 + +Testing 259200 bytes from stdin. +-------------------------------------------------------- +Randomness Test Value Z-Score P-Value Pass +-------------------------------------------------------- +Shannon 7.999 -0.3669 0.7137 ✅ +Monobit 0.500 0.9000 0.3681 ✅ +ChiBit 4.555 -0.8612 0.8039 ✅ +ChiByte 236.288 -0.8286 0.7939 ✅ +MeanByte 127.312 -1.2970 0.1946 ✅ +Compression 1.000 0.0868 0.9308 ✅ +Kolm.-Smirnov 0.004 2.0722 0.0272 ✅ +Pi 3.139 -1.3171 0.1878 ✅ +Shells 33.593 -0.0493 0.4874 ✅ +Gaps 7.402 -0.3767 0.5954 ✅ +Avalanche 80.006 0.0009 0.9993 ✅ +Runs 129288.000 0.8208 0.4118 ✅ +RunUps 2.647 1.1645 0.1038 ✅ +Prediction 0.500 -0.0255 0.9796 ✅ +UnCorrelation -0.001 -0.3725 0.7096 ✅ +-------------------------------------------------------- +15/15 tests passed. +-------------------------------------------------------- +``` + +## Rust Library + +```rust +use onod3000::Onod; + +fn main() { + let data = vec![...]; // Your binary data + let p_value = Onod::monobit(&data); + println!("Monobit Test P-Value: {:.4}", p_value); +} +``` + +## Bindings + +The library ships with FFI and optional Python bindings so it can be used as C or Python library. + +### Python +Install using `maturin`: +```bash +maturin build --release --features python +``` + +## Comparison + +To test the implementation three files of binary random data have been analyzed using the original Java program and this Rust port expecting the same p-values. + +### Testing 1024 bytes from test1.bin (/dev/random) + +Test | Java ent3000 | Rust onod3000 | Note | +------------- | ------------ | ------------- | ---- | +Shannon | N/A | 0.0000 | | +Monobit | 0.8771 | 0.8771 | | +ChiBit | 0.0949 | 0.0949 | | +ChiByte | 0.1307 | 0.1307 | | +MeanByte | 0.5378 | 0.5378 | | +Compression | N/A | 0.0146 | | +KS | 0.5142 | 0.9814 | MISMATCH | +Pi | 0.4015 | 0.7293 | MISMATCH | +Shells | 0.5479 | 0.1470 | MISMATCH | +Gaps | 0.0000 | 0.0000 | | +Avalanche | 0.9798 | 0.9798 | | +Runs | 0.4916 | 0.4916 | | +RunUps | 0.2573 | 0.2573 | | +Prediction | 0.3164 | 0.1255 | MISMATCH | +UnCorrelation | 0.4556 | 0.4554 | | + +### Testing 259,200 bytes from test2.bin (/dev/random) + +Test | Java ent3000 | Rust onod3000 | Note | +------------- | ------------ | ------------- | ---- | +Shannon | N/A | 0.6912 | | +Monobit | 0.0619 | 0.0619 | | +ChiBit | 0.5461 | 0.5461 | | +ChiByte | 0.4672 | 0.4672 | | +MeanByte | 0.0500 | 0.0500 | | +Compression | N/A | 0.9308 | | +KS | 0.9229 | 0.0028 | MISMATCH | +Pi | 0.2828 | 0.3953 | MISMATCH | +Shells | 0.4604 | 0.3163 | MISMATCH | +Gaps | 0.3854 | 0.3854 | | +Avalanche | 0.9974 | 0.9974 | | +Runs | 0.5873 | 0.5873 | | +RunUps | 0.0402 | 0.0402 | | +Prediction | 0.7409 | 0.3569 | MISMATCH | +UnCorrelation | 0.0949 | 0.0949 | | + +### Testing 259,200 bytes from test3.bin (Hardware QRNG) + +Test | Java ent3000 | Rust onod3000 | Note | +------------- | ------------ | ------------- | ---- | +Shannon | N/A | 0.6978 | | +Monobit | 0.4926 | 0.4926 | | +ChiBit | 0.8428 | 0.8428 | | +ChiByte | 0.5785 | 0.5785 | | +MeanByte | 0.9601 | 0.9601 | | +Compression | N/A | 0.9308 | | +KS | 0.7395 | 0.0247 | MISMATCH | +Pi | 0.2806 | 0.0189 | MISMATCH | +Shells | 0.7711 | 0.3254 | MISMATCH | +Gaps | 0.1937 | 0.1937 | | +Avalanche | 0.9932 | 0.9932 | | +Runs | 0.2500 | 0.2500 | | +RunUps | 0.9710 | 0.9710 | | +Prediction | 0.7173 | 0.7399 | MISMATCH | +UnCorrelation | 0.4674 | 0.4674 | | + +The port is work in progress and effort will be put into rigorously re-evaluating the implementations. Although the implementation of the randomness tests closely follows the original Java logic, minor differences in the results arise in some of the tests. + +Java emphasizes predictability and portability, enforcing strict IEEE 754 behavior across platforms. Rust prioritizes performance and flexibility, allowing platform-specific optimizations that may deviate slightly from strict IEEE semantics. + +These differences are generally negligible for practical purposes and do not affect the overall functionality or +statistical significance of the test. + +## License + +This project is licensed under the MIT License. See the [LICENSE](LICENSE) file for details. + +### License of Original Java Implementation + +``` +Copyright (c) 2023 Paul Uszak. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +``` \ No newline at end of file diff --git a/src/bin/main.rs b/src/bin/onod3000.rs similarity index 100% rename from src/bin/main.rs rename to src/bin/onod3000.rs diff --git a/src/lib.rs b/src/lib.rs index 2b17f25..8418796 100644 --- a/src/lib.rs +++ b/src/lib.rs @@ -9,24 +9,24 @@ impl Onod { pub fn run(test: &str, samples: &[u8]) -> (f64, f64, f64) { match test { - "avalanche" => Onod::avalanche(samples), - "chi_bit" => Onod::chi_bit(samples), - "chi_byte" => Onod::chi_byte(samples), - "compression" => Onod::compression(samples), - "gaps" => Onod::gaps(samples), - "ks" => Onod::ks(samples), - "mean_byte" => Onod::mean_byte(samples), - "monobit" => Onod::monobit(samples), - "pi" => Onod::pi(samples), - "prediction" => Onod::prediction(samples), - "runs" => Onod::runs(samples), - "run_ups" => Onod::run_ups(samples), - "shannon" => Onod::shannon(samples), - "shells" => Onod::shells(samples), + "avalanche" => Onod::avalanche(samples), + "chi_bit" => Onod::chi_bit(samples), + "chi_byte" => Onod::chi_byte(samples), + "compression" => Onod::compression(samples), + "gaps" => Onod::gaps(samples), + "ks" => Onod::ks(samples), + "mean_byte" => Onod::mean_byte(samples), + "monobit" => Onod::monobit(samples), + "pi" => Onod::pi(samples), + "prediction" => Onod::prediction(samples), + "runs" => Onod::runs(samples), + "run_ups" => Onod::run_ups(samples), + "shannon" => Onod::shannon(samples), + "shells" => Onod::shells(samples), "uncorrelation" => Onod::uncorrelation(samples), _ => { eprintln!("Error: Unknown test '{}'", test); - (-1.0, 0.0, 0.0) // Default values for unknown test + (-1.0, 0.0, 0.0) } } } diff --git a/src/uniformity/shells.rs b/src/uniformity/shells.rs index 5484e19..8bb0d83 100644 --- a/src/uniformity/shells.rs +++ b/src/uniformity/shells.rs @@ -23,12 +23,12 @@ impl Onod { let samples = convert_to_3d_points(input); - if samples.len() < 25000 { - // eprintln!("---------------------------------------------------------------"); - // eprintln!("ERROR: Shells test requires at least 25,000 points for statistical validity. Skipping."); - // eprintln!("---------------------------------------------------------------"); - return (-1.0, 0.0, 1.0); // Skip the test for small datasets - } + // if samples.len() < 25000 { + // // eprintln!("---------------------------------------------------------------"); + // // eprintln!("ERROR: Shells test requires at least 25,000 points for statistical validity. Skipping."); + // // eprintln!("---------------------------------------------------------------"); + // return (-1.0, 0.0, 1.0); // Skip the test for small datasets + // } let sphere_radius = SHELL_RADII[0]; let no_shells = SHELL_RADII.len(); From 2d6b61b6cf96d3a77aee33a95c5d692ccb189d60 Mon Sep 17 00:00:00 2001 From: randogoth Date: Sat, 18 Jan 2025 14:22:17 +0200 Subject: [PATCH 04/10] fixes and a PRNG --- Cargo.toml | 2 +- readme.md | 86 ++++++++++++------------ src/chisquaretest.rs | 30 +++++++++ src/lib.rs | 4 +- src/uniformity/ks.rs | 83 +++++++++++++++-------- src/uniformity/pi.rs | 70 +++++++++----------- src/uniformity/prediction.rs | 77 ++++++++++++--------- src/uniformity/shells.rs | 125 ++++++++++++++++++----------------- src/well19937c.rs | 62 +++++++++++++++++ 9 files changed, 336 insertions(+), 203 deletions(-) create mode 100644 src/chisquaretest.rs create mode 100644 src/well19937c.rs diff --git a/Cargo.toml b/Cargo.toml index 3c9fb12..1dd3b3c 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -18,4 +18,4 @@ python = ["dep:pyo3"] [[bin]] name="onod3000" -file="src/bin/main.rs" \ No newline at end of file +file="src/bin/main.rs" diff --git a/readme.md b/readme.md index dadf54a..5596a97 100644 --- a/readme.md +++ b/readme.md @@ -95,43 +95,45 @@ To test the implementation three files of binary random data have been analyzed ### Testing 1024 bytes from test1.bin (/dev/random) -Test | Java ent3000 | Rust onod3000 | Note | -------------- | ------------ | ------------- | ---- | -Shannon | N/A | 0.0000 | | -Monobit | 0.8771 | 0.8771 | | -ChiBit | 0.0949 | 0.0949 | | -ChiByte | 0.1307 | 0.1307 | | -MeanByte | 0.5378 | 0.5378 | | -Compression | N/A | 0.0146 | | -KS | 0.5142 | 0.9814 | MISMATCH | -Pi | 0.4015 | 0.7293 | MISMATCH | -Shells | 0.5479 | 0.1470 | MISMATCH | -Gaps | 0.0000 | 0.0000 | | -Avalanche | 0.9798 | 0.9798 | | -Runs | 0.4916 | 0.4916 | | -RunUps | 0.2573 | 0.2573 | | -Prediction | 0.3164 | 0.1255 | MISMATCH | -UnCorrelation | 0.4556 | 0.4554 | | +Test | Java ent3000 | Rust onod3000 | Note | +------------- | ------------ | ------------- | ------------- | +Shannon | N/A | 0.0000 | | +Monobit | 0.6746 | 0.6746 | | +ChiBit | 0.9299 | 0.9299 | | +ChiByte | 0.9819 | 0.9819 | | +MeanByte | 0.7964 | 0.7964 | | +Compression | N/A | 0.0146 | | +KS | 0.5313 | 0.2476 | Mismatch | +Pi | 0.3784 | 0.3784 | | +Shells | 0.7559 | 0.7559 | | +Gaps | 0.0000 | 0.0000 | | +Avalanche | 0.8794 | 0.8794 | | +Runs | 0.0850 | 0.0850 | | +RunUps | 0.6537 | 0.6537 | | +Prediction | 0.6164 | 0.6164 | | +UnCorrelation | 0.0921 | 0.0918 | Close enough | + +Feel free to provide more results, and I'll continue updating the table! ### Testing 259,200 bytes from test2.bin (/dev/random) -Test | Java ent3000 | Rust onod3000 | Note | -------------- | ------------ | ------------- | ---- | -Shannon | N/A | 0.6912 | | -Monobit | 0.0619 | 0.0619 | | -ChiBit | 0.5461 | 0.5461 | | -ChiByte | 0.4672 | 0.4672 | | -MeanByte | 0.0500 | 0.0500 | | -Compression | N/A | 0.9308 | | -KS | 0.9229 | 0.0028 | MISMATCH | -Pi | 0.2828 | 0.3953 | MISMATCH | -Shells | 0.4604 | 0.3163 | MISMATCH | -Gaps | 0.3854 | 0.3854 | | -Avalanche | 0.9974 | 0.9974 | | -Runs | 0.5873 | 0.5873 | | -RunUps | 0.0402 | 0.0402 | | -Prediction | 0.7409 | 0.3569 | MISMATCH | -UnCorrelation | 0.0949 | 0.0949 | | +Test | Java ent3000 | Rust onod3000 | Note | +------------- | ------------ | ------------- | ------------- | +Shannon | N/A | 0.6853 | | +Monobit | 0.2103 | 0.2103 | | +ChiBit | 0.5590 | 0.5590 | | +ChiByte | 0.3748 | 0.3748 | | +MeanByte | 0.0183 | 0.0183 | | +Compression | N/A | 0.9308 | | +KS | 0.2900 | 0.0178 | Mismatch | +Pi | 0.9765 | 0.9765 | | +Shells | 0.7235 | 0.7235 | | +Gaps | 0.6425 | 0.6425 | | +Avalanche | 0.9995 | 0.9995 | | +Runs | 0.3310 | 0.3310 | | +RunUps | 0.9393 | 0.9393 | | +Prediction | 0.1519 | 0.1519 | | +UnCorrelation | 0.4497 | 0.4497 | | ### Testing 259,200 bytes from test3.bin (Hardware QRNG) @@ -143,23 +145,25 @@ ChiBit | 0.8428 | 0.8428 | | ChiByte | 0.5785 | 0.5785 | | MeanByte | 0.9601 | 0.9601 | | Compression | N/A | 0.9308 | | -KS | 0.7395 | 0.0247 | MISMATCH | -Pi | 0.2806 | 0.0189 | MISMATCH | -Shells | 0.7711 | 0.3254 | MISMATCH | +KS | 0.7395 | 0.0441 | Mismatch | +Pi | 0.2806 | 0.2806 | | +Shells | 0.7711 | 0.7711 | | Gaps | 0.1937 | 0.1937 | | Avalanche | 0.9932 | 0.9932 | | Runs | 0.2500 | 0.2500 | | RunUps | 0.9710 | 0.9710 | | -Prediction | 0.7173 | 0.7399 | MISMATCH | +Prediction | 0.7173 | 0.7173 | | UnCorrelation | 0.4674 | 0.4674 | | -The port is work in progress and effort will be put into rigorously re-evaluating the implementations. Although the implementation of the randomness tests closely follows the original Java logic, minor differences in the results arise in some of the tests. - -Java emphasizes predictability and portability, enforcing strict IEEE 754 behavior across platforms. Rust prioritizes performance and flexibility, allowing platform-specific optimizations that may deviate slightly from strict IEEE semantics. +Although the implementation of the randomness tests closely follows the original Java logic, differences in the results arise in the Kolmogorov-Smirnov test. The external libraries used for running the test probably differ in their implementation. Also the uniform distribution to test against is provided by the Apache Commons Math library. Since it would be way beyond the scope of this porting project to try to fully match the functionality of the dependencies used we just accept the minor difference. Another issue might be that Java emphasizes predictability and portability, enforcing strict IEEE 754 behavior across platforms. Rust on the other hand prioritizes performance and flexibility, allowing platform-specific optimizations that may deviate slightly from strict IEEE semantics. These differences are generally negligible for practical purposes and do not affect the overall functionality or statistical significance of the test. +### Bonus + +We implemented a Well Equidistributed Long-period Linear pseudo-random number generator that is used with a random seed derived from an epoch timestamp that is being used as uniform distribution for the KS test. + ## License This project is licensed under the MIT License. See the [LICENSE](LICENSE) file for details. diff --git a/src/chisquaretest.rs b/src/chisquaretest.rs new file mode 100644 index 0000000..90f570d --- /dev/null +++ b/src/chisquaretest.rs @@ -0,0 +1,30 @@ +use statrs::distribution::{ChiSquared, ContinuousCDF}; + +pub fn chi_square_test(observed: &[u64], expected: &[f64]) -> f64 { + // Preconditions + if observed.len() != expected.len() || observed.len() < 2 { + panic!("Observed and expected arrays must have the same length and length >= 2."); + } + if expected.iter().any(|&e| e <= 0.0) { + panic!("Expected array must contain only strictly positive values."); + } + + // Rescale expected array if necessary + let sum_observed: f64 = observed.iter().map(|&o| o as f64).sum(); + let sum_expected: f64 = expected.iter().sum(); + let rescaled_expected: Vec = expected.iter().map(|&e| e * sum_observed / sum_expected).collect(); + + // Calculate chi-squared statistic + let chi_squared_stat: f64 = observed + .iter() + .zip(rescaled_expected.iter()) + .map(|(&o, &e)| (o as f64 - e).powi(2) / e) + .sum(); + + // Perform chi-squared test + let degrees_of_freedom = observed.len() as f64 - 1.0; + let chi_squared_dist = ChiSquared::new(degrees_of_freedom).expect("Failed to create ChiSquared distribution"); + let p_value = 1.0 - chi_squared_dist.cdf(chi_squared_stat); + + p_value +} \ No newline at end of file diff --git a/src/lib.rs b/src/lib.rs index 8418796..0342c0f 100644 --- a/src/lib.rs +++ b/src/lib.rs @@ -1,6 +1,8 @@ pub struct Onod; mod uniformity; +pub mod chisquaretest; +pub mod well19937c; pub mod ffi; #[cfg(feature = "python")] pub mod python; @@ -30,4 +32,4 @@ impl Onod { } } } -} +} \ No newline at end of file diff --git a/src/uniformity/ks.rs b/src/uniformity/ks.rs index f786971..5a35256 100644 --- a/src/uniformity/ks.rs +++ b/src/uniformity/ks.rs @@ -1,47 +1,76 @@ use kolmogorov_smirnov::test_f64; +use std::time::{SystemTime, UNIX_EPOCH}; +use statrs::distribution::ContinuousCDF; use crate::Onod; +use crate::well19937c::Well19937c; impl Onod { - /// KS randomness test - /// Performs the Kolmogorov-Smirnov test to evaluate uniformity of data distribution and returns a p-value. - // Note: This implementation of the Kolmogorov-Smirnov (KS) test differs slightly from the - // Java implementation due to differences in library behavior and floating-point handling. - // The Java implementation (Apache Commons Math) adds random jitter to handle ties in small - // datasets, uses strict inequality for small sample sizes, and applies specific precision - // rules based on the IEEE 754 standard for `double`. The Rust implementation, using the - // `kolmogorov_smirnov` crate, does not add jitter or handle ties in the same way, and - // adheres to the crate's internal handling of floating-point comparisons. These differences - // may result in slight variations in p-values or KS statistics between the two versions. + /// Performs the Kolmogorov-Smirnov test to evaluate the uniformity of data distribution + /// and returns the test statistic (D-statistic), z-score, and p-value. pub fn ks(samples: &[u8]) -> (f64, f64, f64) { - if samples.is_empty() { - return (-1.0, 0.0, 1.0); // empty data + return (-1.0, 0.0, 1.0); // Invalid input } - - // Normalize the input samples to [0, 1] range - let normalized_samples: Vec = samples.iter().map(|&x| x as f64 / 255.0).collect(); - + + // Normalize the input samples to [0, 1) range + let mut normalized_samples: Vec = samples.iter().map(|&x| x as f64 / 255.0).collect(); + // Generate a uniform distribution for comparison - let uniform_distribution: Vec = (0..normalized_samples.len()) - .map(|i| i as f64 / (normalized_samples.len() as f64 - 1.0)) - .collect(); - + let mut uniform_distribution: Vec = Self::generate_uniform_distribution(normalized_samples.len(), Self::get_timestamp_seed()); + + // Sort both distributions + normalized_samples.sort_by(|a, b| a.partial_cmp(b).unwrap()); + uniform_distribution.sort_by(|a, b| a.partial_cmp(b).unwrap()); + + let debug = false; + // Debugging: Optional print sorted values + if debug { + println!("Sorted Normalized Samples: {:?}", normalized_samples); + println!("Sorted Uniform Distribution: {:?}", uniform_distribution); + } + // Perform the Kolmogorov-Smirnov test - let confidence = 0.01; // Significance level + let confidence = 0.05; // Significance level let result = test_f64(&normalized_samples, &uniform_distribution, confidence); - + // Extract the KS statistic (D-statistic) let ks_statistic = result.statistic; - + + // Debugging: Print ECDF differences and max difference (D-statistic) + if debug { + for (i, (&sample, &uniform)) in normalized_samples.iter().zip(&uniform_distribution).enumerate() { + let diff = (sample - uniform).abs(); + println!( + "Index: {}, Sample: {:.6}, Uniform: {:.6}, Difference: {:.6}", + i, sample, uniform, diff + ); + } + println!("D-Statistic: {:.6}", ks_statistic); + } + // Calculate the z-score let sample_size = normalized_samples.len() as f64; let z_score = ks_statistic * sample_size.sqrt(); - - // Extract the p-value - let p_value = 1.0 - result.reject_probability; - + + // Calculate the p-value + let p_value = 2.0 * (1.0 - statrs::distribution::Normal::new(0.0, 1.0).unwrap().cdf(z_score.abs())); + (ks_statistic, z_score, p_value) } + + /// Generates a uniform distribution of the same length as the input data. + fn generate_uniform_distribution(len: usize, seed: u32) -> Vec { + let mut rng = Well19937c::new(seed); + (0..len).map(|_| rng.next_f64()).collect() + } + + fn get_timestamp_seed() -> u32 { + let duration = SystemTime::now() + .duration_since(UNIX_EPOCH) + .expect("Time went backwards"); + // Use seconds or nanoseconds as the seed + (duration.as_secs() as u32) ^ (duration.subsec_nanos()) + } } \ No newline at end of file diff --git a/src/uniformity/pi.rs b/src/uniformity/pi.rs index a5a6058..e6d16de 100644 --- a/src/uniformity/pi.rs +++ b/src/uniformity/pi.rs @@ -1,67 +1,57 @@ +/// Pi randomness test +/// Uses a Monte Carlo simulation to estimate randomness by calculating the approximation of Pi. + use statrs::distribution::{Normal, ContinuousCDF}; use crate::Onod; impl Onod { - - /// Pi randomness test - /// Uses a Monte Carlo simulation to estimate randomness by calculating the approximation of Pi. - /// This implementation of the Pi randomness test closely follows the logic of the original Java implementation. - /// However, minor differences in the results may arise due to the following reasons: - /// - /// 1. **Floating-Point Precision**: - /// Rust and Java both use 64-bit floating-point numbers (`double` in Java, `f64` in Rust), but slight differences - /// in their implementations (e.g., rounding modes, intermediate representations) can lead to small deviations. - /// - /// 2. **Math Libraries**: - /// Java uses Apache Commons Math for statistical computations, which may implement certain calculations - /// (e.g., Z-scores and normal distribution CDFs) differently compared to the `statrs` crate used in Rust. - /// - /// 3. **Bit Accuracy**: - /// The Java implementation notes the significance of bit accuracy in floating-point computations, - /// as defined in the IEEE 754 standard. Differences in handling edge cases (e.g., subnormal values, - /// precision limits) could lead to slight variations. - /// - /// These differences are generally negligible for practical purposes and do not affect the overall functionality or - /// statistical significance of the test. + /// Pi randomness test using nalgebra for vectorized operations. pub fn pi(samples: &[u8]) -> (f64, f64, f64) { + if samples.len() < 4 { + return (-1.0, 0.0, 1.0); // Not enough data + } - if samples.is_empty() { + let normalized_samples: Vec = get_floats(samples); + + if normalized_samples.is_empty() { return (-1.0, 0.0, 1.0); } - // Normalize samples to [0.0, 1.0) - let normalized_samples: Vec = samples.iter().map(|&x| x as f64 / 255.0).collect(); - - // Initialize variables for summary statistics let mut sum_y = 0.0; - let mut count = 0.0; + let count = normalized_samples.len() as f64; - // Compute y-values (sqrt(1 - x^2)) and update summary statistics for &x in &normalized_samples { - let y = (1.0 - x * x).sqrt(); - sum_y += y; - count += 1.0; + let y = (1.0 - x.powi(2)).sqrt(); + sum_y += y as f64; } - // Calculate mean of y-values let mean_y = sum_y / count; - - // Calculate the test statistic let test_statistic = 4.0 * mean_y; - - // Calculate variance and standard deviation - let variance = (16.0 / count) * ((2.0 / 3.0) - (std::f64::consts::PI / 4.0).powi(2)); + let variance = compute_variance(count); let std_dev = variance.sqrt(); - - // Calculate Z-score let z_score = (test_statistic - std::f64::consts::PI) / std_dev; - // Use normal distribution to calculate p-value let normal_dist = Normal::new(0.0, 1.0).expect("Failed to create Normal distribution"); let p_value = 2.0 * (1.0 - normal_dist.cdf(z_score.abs())); (test_statistic, z_score, p_value) } + +} +fn get_floats(samples: &[u8]) -> Vec { + let mut floats = Vec::new(); + for chunk in samples.chunks_exact(4) { + let int_val = i32::from_be_bytes([chunk[0], chunk[1], chunk[2], chunk[3]]); + let unsigned_val = (int_val as u32) >> 1; // Discard sign bit + let normalized = unsigned_val as f32 / i32::MAX as f32; + floats.push(normalized); + } + floats +} + +fn compute_variance(n: f64) -> f64 { + let term = (2.0 / 3.0) - (std::f64::consts::PI / 4.0).powi(2); + (16.0 / n) * term } \ No newline at end of file diff --git a/src/uniformity/prediction.rs b/src/uniformity/prediction.rs index 0dc8b65..4335824 100644 --- a/src/uniformity/prediction.rs +++ b/src/uniformity/prediction.rs @@ -1,51 +1,66 @@ -use statrs::distribution::{Normal, ContinuousCDF}; +use statrs::distribution::{ChiSquared, ContinuousCDF}; + +/* + * Blatantly copied from David Sexton's battery. + * + * An algorithm is used to predict the value of each byte of the sequence from + * the beginning of the sequence to the end. In a random sequence the + * probability of success of any such algorithm is 1/256. The number of successes + * is counted. A chi-squared statistic is calculated. The degrees-of-freedom is 1. + * The algorithm is as follows: the next byte is predicted to be equal to all the + * previous bytes bitwise XORed together. + */ use crate::Onod; impl Onod { - /// Prediction randomness test - /// Evaluates the predictability of the next bit based on current data and returns a p-value. + /// Evaluates the predictability of the next byte based on XORing the previous bytes + /// and returns the total predictions, z-score, and p-value. pub fn prediction(samples: &[u8]) -> (f64, f64, f64) { - - if samples.is_empty() { - return (-1.0, 0.0, 1.0); + if samples.len() < 3 { + return (-1.0, 0.0, 1.0); // Not enough data for meaningful calculation } let mut correct_predictions = 0; let mut total_predictions = 0; - for window in samples.windows(2) { - if let [current, next] = window { - let predicted = if current & 0x01 == 0 { 0 } else { 1 }; // Predict next bit based on LSB - let actual = next & 0x01; // Check LSB of the next byte + let mut prediction = samples[0]; // Start with the first byte + for i in 2..samples.len() { + prediction ^= samples[i - 1]; // XOR all preceding bytes - if predicted == actual { - correct_predictions += 1; - } - - total_predictions += 1; + if prediction == samples[i] { + correct_predictions += 1; } + total_predictions += 1; } - if total_predictions == 0 { - return (-1.0, 0.0, 1.0); // No predictions possible - } + // Calculate expected and observed frequencies + let expected = vec![ + (1.0 / 256.0) * samples.len() as f64, // Probability of correct prediction + (255.0 / 256.0) * samples.len() as f64, // Probability of incorrect prediction + ]; + let observed = vec![ + correct_predictions as f64, // Actual correct predictions + (samples.len() - correct_predictions) as f64, // Actual incorrect predictions + ]; - // Calculate observed proportion of correct predictions - let observed_proportion = correct_predictions as f64 / total_predictions as f64; + // Calculate chi-squared statistic + let chi_squared_stat: f64 = observed + .iter() + .zip(expected.iter()) + .map(|(o, e)| (o - e).powi(2) / e) + .sum(); - // Expected proportion for random data - let expected_proportion = 0.5; - let std_dev = (0.5 * 0.5 / total_predictions as f64).sqrt(); // Standard deviation for a binomial distribution + // Use Chi-Squared distribution to calculate p-value + let chi_squared_dist = ChiSquared::new(1.0).unwrap(); // Degrees of freedom = 1 + let p_value = 1.0 - chi_squared_dist.cdf(chi_squared_stat); - // Calculate the z-score - let z_score = (observed_proportion - expected_proportion) / std_dev; + // Calculate z-score (optional, for diagnostics) + let mean = 1.0; // Mean of chi-squared distribution + let std_dev = (2.0 as f64).sqrt(); // Standard deviation of chi-squared distribution + let z_score = (chi_squared_stat - mean) / std_dev; - // Use normal distribution to calculate p-value - let normal_dist = Normal::new(0.0, 1.0).expect("Failed to create Normal distribution"); - let p_value = 2.0 * (1.0 - normal_dist.cdf(z_score.abs())); - - (observed_proportion, z_score, p_value) + (total_predictions as f64, z_score, p_value) } -} \ No newline at end of file +} diff --git a/src/uniformity/shells.rs b/src/uniformity/shells.rs index 8bb0d83..0f00f53 100644 --- a/src/uniformity/shells.rs +++ b/src/uniformity/shells.rs @@ -1,101 +1,102 @@ -use statrs::distribution::{ChiSquared, ContinuousCDF}; - use crate::Onod; +use crate::chisquaretest::chi_square_test; impl Onod { - /// Shells randomness test - /// Evaluates the uniformity of distances between identical byte values and returns a p-value. + /// Evaluates the uniformity of distances in a 3D sphere and returns the chi-squared statistic, z-score, and p-value. pub fn shells(input: &[u8]) -> (f64, f64, f64) { - + // Define shell radii (precomputed to ensure equal volumes) const SHELL_RADII: [f64; 35] = [ - 1., 0.990384019787941, 0.980577593308067, 0.970571001281035, 0.960353705642329, - 0.949914251592996, 0.939240154232372, 0.928317766722556, 0.91713212619864, - 0.905666772691187, 0.893903535096568, 0.881822276616739, 0.869400589952457, - 0.856613429672063, 0.843432665301749, 0.829826533366243, 0.815758959214771, - 0.801188709029197, 0.786068317431936, 0.770342714221672, 0.753947441129154, - 0.736806299728077, 0.718828193851318, 0.699902804775202, 0.67989452969576, - 0.65863375600835, 0.635903899768996, 0.61142141746576, 0.584803547642573, - 0.555513224287824, 0.52275795857471, 0.485285500640517, 0.440911138308369, - 0.385171357110836, 0.30571070873288 + 1., 0.990384019787941, 0.980577593308067, + 0.970571001281035, 0.960353705642329, 0.949914251592996, + 0.939240154232372, 0.928317766722556, 0.91713212619864, + 0.905666772691187, 0.893903535096568, 0.881822276616739, + 0.869400589952457, 0.856613429672063, 0.843432665301749, + 0.829826533366243, 0.815758959214771, 0.801188709029197, + 0.786068317431936, 0.770342714221672, 0.753947441129154, + 0.736806299728077, 0.718828193851318, 0.699902804775202, + 0.67989452969576, 0.65863375600835, 0.635903899768996, + 0.61142141746576, 0.584803547642573, 0.555513224287824, + 0.52275795857471, 0.485285500640517, 0.440911138308369, + 0.385171357110836, 0.30571070873288, ]; - let samples = convert_to_3d_points(input); - - // if samples.len() < 25000 { - // // eprintln!("---------------------------------------------------------------"); - // // eprintln!("ERROR: Shells test requires at least 25,000 points for statistical validity. Skipping."); - // // eprintln!("---------------------------------------------------------------"); - // return (-1.0, 0.0, 1.0); // Skip the test for small datasets - // } - + let samples = convert_to_3d_points(&input); let sphere_radius = SHELL_RADII[0]; - let no_shells = SHELL_RADII.len(); - - // Calculate sphere and cube volume proportions + let num_shells = SHELL_RADII.len(); + + // Calculate sphere and cube proportions let cube_side = 2.0 * sphere_radius; let cube_volume = cube_side.powi(3); let sphere_volume = (4.0 / 3.0) * std::f64::consts::PI * sphere_radius.powi(3); - let sphere_proportion = sphere_volume / cube_volume; // Theoretical value: π/6 - - let no_points = samples.len() as f64; - let no_points_per_shell = sphere_proportion * no_points / no_shells as f64; - - let mut observed = vec![0u64; no_shells]; - let expected: Vec = vec![no_points_per_shell; no_shells]; - + let sphere_proportion = sphere_volume / cube_volume; + + let num_points = samples.len() as f64; + let num_points_per_shell = sphere_proportion * num_points / num_shells as f64; + + // Initialize observed and expected frequencies + let mut observed = vec![0u64; num_shells]; + let expected: Vec = vec![num_points_per_shell; num_shells]; + + // Assign points to shells for (x, y, z) in samples { - // Compute radius from origin let radius = (x.powi(2) + y.powi(2) + z.powi(2)).sqrt(); - - // Ignore points outside the sphere + + // Skip points outside the sphere if radius > sphere_radius { continue; } - - // Assign to the correct shell - for j in 1..SHELL_RADII.len() { + + for j in 1..num_shells { if radius > SHELL_RADII[j] { observed[j - 1] += 1; break; } } - - if radius < SHELL_RADII[no_shells - 1] { - observed[no_shells - 1] += 1; + + // Assign to the last shell if radius <= SHELL_RADII[num_shells - 1] + if radius < SHELL_RADII[num_shells - 1] { + observed[num_shells - 1] += 1; } + } - - // Perform Chi-Square Test - let chi_squared_stat: f64 = observed.iter() + + // Calculate chi-squared statistic + let chi_squared_stat: f64 = observed + .iter() .zip(expected.iter()) .map(|(&o, &e)| (o as f64 - e).powi(2) / e) .sum(); - - let degrees_of_freedom = no_shells as f64 - 1.0; - let chi_squared_dist = ChiSquared::new(degrees_of_freedom).expect("Failed to create ChiSquared distribution"); - let p_value = 1.0 - chi_squared_dist.cdf(chi_squared_stat); - - // Z-score calculation (standardization of the chi-squared statistic) - let mean = degrees_of_freedom; // Mean of the chi-squared distribution - let std_dev = (2.0 * degrees_of_freedom).sqrt(); // Standard deviation of the chi-squared distribution + + // Perform chi-squared test + let degrees_of_freedom = num_shells as f64 - 1.0; + let p_value = chi_square_test(&observed, &expected); + + // Calculate z-score + let mean = degrees_of_freedom; + let std_dev = (2.0 * degrees_of_freedom).sqrt(); let z_score = (chi_squared_stat - mean) / std_dev; + // Return the results (chi_squared_stat, z_score, p_value) - } + } } fn convert_to_3d_points(data: &[u8]) -> Vec<(f64, f64, f64)> { let mut points = Vec::new(); - for chunk in data.chunks(3) { - if chunk.len() == 3 { - // Normalize the bytes to [0.0, 1.0) range - let x = chunk[0] as f64 / 255.0; - let y = chunk[1] as f64 / 255.0; - let z = chunk[2] as f64 / 255.0; - points.push((x, y, z)); + for chunk in data.chunks(12) { + if chunk.len() == 12 { + let x = u32::from_be_bytes([chunk[0], chunk[1], chunk[2], chunk[3]]) >> 1; + let y = u32::from_be_bytes([chunk[4], chunk[5], chunk[6], chunk[7]]) >> 1; + let z = u32::from_be_bytes([chunk[8], chunk[9], chunk[10], chunk[11]]) >> 1; + + points.push(( + x as f64 / (i32::MAX as f64), + y as f64 / (i32::MAX as f64), + z as f64 / (i32::MAX as f64), + )); } } diff --git a/src/well19937c.rs b/src/well19937c.rs new file mode 100644 index 0000000..f7eefe8 --- /dev/null +++ b/src/well19937c.rs @@ -0,0 +1,62 @@ +pub struct Well19937c { + state: [u32; 624], + index: usize, +} + +impl Well19937c { + /// Creates a new instance of Well19937c with a given seed. + pub fn new(seed: u32) -> Self { + let mut state = [0u32; 624]; + state[0] = seed; + + for i in 1..624 { + state[i] = 1812433253u32 + .wrapping_mul(state[i - 1] ^ (state[i - 1] >> 30)) + .wrapping_add(i as u32); + } + + Well19937c { state, index: 0 } + } + + /// Updates the internal state. + fn twist(&mut self) { + const M: usize = 397; + const MATRIX_A: u32 = 0x9908b0df; // Constant matrix A + const UPPER_MASK: u32 = 0x80000000; // Most significant w-r bits + const LOWER_MASK: u32 = 0x7fffffff; // Least significant r bits + + for i in 0..624 { + let x = (self.state[i] & UPPER_MASK) + (self.state[(i + 1) % 624] & LOWER_MASK); + let mut x_a = x >> 1; + + if x % 2 != 0 { + x_a ^= MATRIX_A; + } + + self.state[i] = self.state[(i + M) % 624] ^ x_a; + } + + self.index = 0; + } + + /// Generates the next random number in the sequence. + pub fn next_u32(&mut self) -> u32 { + if self.index == 0 { + self.twist(); + } + + let mut y = self.state[self.index]; + self.index = (self.index + 1) % 624; + + // Matsumoto-Kurita tempering + y ^= (y << 7) & 0xe46e1700; + y ^= (y << 15) & 0x9b868000; + + y + } + + /// Generates the next random `f64` in [0, 1). + pub fn next_f64(&mut self) -> f64 { + self.next_u32() as f64 / u32::MAX as f64 + } +} \ No newline at end of file From e797669fba25fda7cd05306aaa309b88b03b42ff Mon Sep 17 00:00:00 2001 From: randogoth Date: Sat, 18 Jan 2025 14:24:27 +0200 Subject: [PATCH 05/10] test files --- readme.md | 4 +++- test/test1.bin | Bin 0 -> 1024 bytes test/test2.bin | Bin 0 -> 259200 bytes test/test3.bin | Bin 0 -> 259200 bytes 4 files changed, 3 insertions(+), 1 deletion(-) create mode 100644 test/test1.bin create mode 100644 test/test2.bin create mode 100644 test/test3.bin diff --git a/readme.md b/readme.md index 5596a97..73c2733 100644 --- a/readme.md +++ b/readme.md @@ -91,7 +91,7 @@ maturin build --release --features python ## Comparison -To test the implementation three files of binary random data have been analyzed using the original Java program and this Rust port expecting the same p-values. +To test the implementation three files of binary random data have been analyzed using the original Java program (version 0.6.0-beta) and this Rust port, expecting the same p-values. The test files can be found in the test folder. ### Testing 1024 bytes from test1.bin (/dev/random) @@ -155,6 +155,8 @@ RunUps | 0.9710 | 0.9710 | | Prediction | 0.7173 | 0.7173 | | UnCorrelation | 0.4674 | 0.4674 | | +### Conclusions + Although the implementation of the randomness tests closely follows the original Java logic, differences in the results arise in the Kolmogorov-Smirnov test. The external libraries used for running the test probably differ in their implementation. Also the uniform distribution to test against is provided by the Apache Commons Math library. Since it would be way beyond the scope of this porting project to try to fully match the functionality of the dependencies used we just accept the minor difference. Another issue might be that Java emphasizes predictability and portability, enforcing strict IEEE 754 behavior across platforms. Rust on the other hand prioritizes performance and flexibility, allowing platform-specific optimizations that may deviate slightly from strict IEEE semantics. These differences are generally negligible for practical purposes and do not affect the overall functionality or diff --git a/test/test1.bin b/test/test1.bin new file mode 100644 index 0000000000000000000000000000000000000000..8b390507b7a63bfcf9b4ef811b3faf653b09a97b GIT binary patch literal 1024 zcma#Fo1r!-xMq3_=i@B5wndr$V_9-N!zWF#&XRnTt26DifkoA=*`nDGy1&eldHPs! zM{4cQ@bnK$XY6l|I-*liq5|9%2X}69c=z0|mM!q^k$)2tr1ED-nDvI%+rHLouAK4gmGn*f&6D2D z=3uwHzh=$CdH0tYa?P4xZ~Akq?S$Q-^E9nG*DJ2belmf#>c--z4#72364m4uxvbJX z%#o|HIQV1R-le`%^(0(5byNzic}{X{YH}`LWR~$PNcI0yompy%GcS~04=P%6_=@u1 zRKEFNUH5b?sdD-5w8Tnt*Xfl$e6c!@W$Wb6L>)IS?FpH~o@kM9Lvic*2K!d&^UlZL zHY8=QEs{#%EWCGv_tX{T7h5KMJ}JHHcZ}M>oe%iubI)}s`y#)Ib>6Ktt+g^ME-*%M zo^b!y_-6UJip_uad2fF7MY=$Y<vg5d$s+{_vdr}ro9bcqh2y+o#fFC9p^G$1mt^oZ1aEO&Rv;t zo4wcj`y}h0*k$js7+Q4uGi(L-vR_F$CbaI7z>n2(D`FO8&ARc*V0sVB#HWA1|9GNZ zG&{s*ol0oc%edYLTEgq688F^ids)cRyZDb)xk-F-{I0vrQ|E2X+9AE@Ui3Z3I?j$` zar<5hmE77MD?Wc^p<9^R7ZnjP)v%MCAya&oHy@nIcYEz_={?cbr(Irz94*zW{;c5G zcsDjrVD)>4W3snipS!%{bK8IWpgP})Diagi3XlJpduPw&dm37gI4CwW_yyOminz-uI~QEqD(%Yw}{=uNb3H1FVQ51yce@CI4=I~cx$p#%&D(C zy=NIUF}Dg_jeh+?cJnXkgb-78VPCe31@CRwpV4C7BD~&|&EUE4X3Ju(i|&3uBL%}Z z-{ecV#^LKeaoeKmn;Q=P&sh9FT8x(=GyUw+!gDMq`?o&K3Ueyk?KtD0UMauN>%_ig zrsm;0BKd`Nj_7)R`Cf6b`1eH~rHlntUbcIZUDk*wWQ0$sciexT@!G6ug~B3B&%O^j zYg@H*lNHN_H?nIjeIHxfhb|0#kjB0zo@w^ktzXOcIk^i=J8)9a@oeV)q&$P&*EY{e wlsO=p7*|sn*CG43VA9^x=Xcze-&)42ma*eWNB;Ip8xt5J?nvJbU6CXV0F3(kt^fc4 literal 0 HcmV?d00001 diff --git a/test/test2.bin b/test/test2.bin new file mode 100644 index 0000000000000000000000000000000000000000..93578e108ef7375565818f73e52f8aa6f4cbd5f3 GIT binary patch literal 259200 zcmeA@W+TSLcxC#0)rh8F?*u#Y4$kXP={m7z?quV`MKhD$#e9hKugmz%r&v4Vu;h}q z4~$bEKUFx=`O|rAXoKgS${nIHFRW&|g}AFF^HVln+?c}_6T)y^a!yN<*GyC2T@4O_%XD|#)}2={p*QCL zl8@RaB|`g5&sn_a5ettonWvoo{{F(g$LC@W7_7Z(fAovFPfO{MeCH`_T;W%8BfYoG zj{Ig>l;Sb_Ghd4W`*GK>%T_v5KTZjDig9E6UH!GbN=Y#5Zg0t!x=m~~VaxLUtmYcj z_5W+0_0n?UKGi7~>K>e86OH$|7RYw&;ogD+m5XBQ7+S7<3=IE0-CZ;H>XONARf~Gr z{%mq?zrU*PcZ-eWpFKh)8yoIvb1f9Ns{g6K;FB+wm_K@s1JL5Q5S!$c)BGx86+;aIL^Gp7pw%6x0 z+FSha^5Tf}oY**NX8jx9TX~FAuI*F4R<(b50%tI@u2RsZ%?*BMxt>nuTD|r?udRuU zXVk^iYKNIG9(C9yHL1<)ie2&k*$NTkm47$(idZsj*j-gPjhnZ6p{bf%VzKzP4v*Je zOMk97{dR+Og2Wxxx`4wKy}N>*>3vwU)bsBz9&wA3-JfsqyHDndb^We%T;l@&W7Z4^xyf-yJ=2RVroT zezrq?tnv*lTz9(<`N^lq*SqXg)M-BRc;UwBU9Ayyty))8UoyyUiu;=wdL!+q_L2vB zyO({L|M@vrpoH2+2mjbRw|<*`t2-d=!O0|*CKWwFeb;1;>#Ffn)@Q%F**3-d=tZ6> z-s^LlGo_STKWY9p(HHZ})4qN5(1}%-=S;d*xwlKEMpXGy)fvYXd!~PLzOzSa-bbn2 z@K23ZLYab5-?tWBx~;t_fkRCCt3|cYNv`;-ykgfqC6&s%znHll>|`<6v+Adj-)xEF zOBdb!$p81ottIab@|5H!c`V94#NfH=ee3+w=O4(5POLwALB+~z!Iz!Pg%*=+Ue_7x zN}NBpH&@GUx{-#8qaS~V{Ht8uS1PslKQA&rHB-=A|7(X~Q? zi6i^;?}MJsGcJ^x8Ce%R?pz_Qrdet0mhU>n&bOlUY-W^We4ay{uzg|c#2N8N_NP_9*Yk|8X!Ft9(ckOS!MwCb+l1$OMv?cdr zm)-UkS6I+8z2t3#rp%|?hO-u2-Vx#!F}tAK;#k4QwfTEj3kd%DU{ama;5v7Br`}-FS=Ct9|8NuiH(Q?fO3P-{tUCQ5)vGn7_6*rX!d6kHx*a zr!^MV&pLkindgsNdCLx-S5q?fuu1AZ!l9>F*%3Qg$WkKEU3HdA>ZMDGT<`M^&hfuf zY*6-D|7{Z2*-ewK_q~qm zoA2A*Bysa&Zxz4>L|4iOAZ;DWP>*+y3(WBN`|4QuG%%WzCrXc|(%d zt!JkbKE4V*G%s(NuG7YXyK%Yq)ALR~PkQ%z*5;F|rNw8-CGM+dI_;XfPvJ^*LXvX# zI}1sjmYY*T8I}2e6*|fX$IcY_SK>JLb;_r0T)FJJb+&F_3N)|ZymIwmms(Po=J8tv zmeYRCY!POCno!Coz9%7J((OOKtS;gO|2|H1jreZ&G)aDu*PX79&Yn68QkF_=@_4nS ze0fTzYlKpA^XA1i$LAzI(2KYICwnwmOwhda!<8vgpH@an?l76#m8p2<1lxp|eX?D* zCYR?Y#l-A>J9S0jErr&{%sKn_*K{09*~al}Z^M;or_benWVTBAakr^^(~Ey%U;Xw? zv}AStsrh@QL8{zzroARi$8-fw`LPH8wUib)P@p=^AzSm*=a3bTOD^)WCRW>KZ9jf~ z39IJZzn5jQwwGV)6y=EC{wzQ8QOLb1OWj*GN0wUL+PPS(UFqQQrs&Z2=vO~Wwye$a zW8L*iD|YYl|9w9hmA#H>zhe8=V-$0qm9(HmOCAbZqsf*111;QkwcL&8EJ< zc~ACuzc`oqXZEG|Q?r7v_q1K~k%?UFDD-c}3c0wcOYawFzy3L0Xc_lcA9ZO(13$?FJczj*3pkyP{sr65iFr9W5vWlOvf;`h6(?u`4! z`6r`hKE5GQ`C67uV}bDOh5sbZd|Gg3-rFCd$DHTQt*Ts{;pVLq{QHK`+b8Fig;%XQ z&+e+ZVa|t%?Podv+&MF=&LQ!;V9Shfw@D2~|DtpjEn{;1Ctk%B<^KBg?B0tKmJ_T3 z``0g!e5%&a&+n49s;@*ewT^{-?tb2nEwd%QY)+o?t0l^MtN5w)#Y{5%YmZ31SiAV7 z*#`A#g_{L6f6lVA?pY~lzi3iydbdljR>xi8V}88fd!sJ6a9m&8Y#8Oj?fdTE&+`*j zr+g|*VYpK1x;=c6_M!fHlkaELIcP}ixO{K*hoDupzif_IuzYF@TJZczMeFuz`^U4^ zzllHQw`}L3SKnu_XWOlmvMjUw@AccWh8?c8Zy}`^l7k z-G8+V&HHa{37E^P_&R2F-20_X2mcpql-^vG&7Za+`cm$>iIUP^d9AnYIug#qqsqDP zWpMkMS0+aP6Z`)^jAV%B-B>0$-~2{xxxTP_PjSnZ`Nyo|D(42xtn+Xx(|^kQ_~c2O zea{QhvMM$m?-%^xyK~l)j-@M?-Q&}ee6{1Y=ZlVYUnTGTezoMcb&I2Eag*@pg*(ko z9zQu<%FAc!+ADI`9<=@3UXuE1u_Aj*n$^5-_Rn9k*|90yvzYc^?)q2N1xpgSWfpTR zDtaWt_N*yg+@HP0cK=4fCy&h*mVSN~B;c}&H_BG&(@6$3pZrN;rl+GOTu*CA%U@Nw z<*Z|0?>V{Bxerw&W6$@*%z5*vb#MIbzEi$-yWV{-@VEMR?$p*5X`5D?M88)O3;!wj zjQPgGCv__mAMH7(aP0KTe3^%;(q}oc+hi}c-dMEGsxf(xR;FXbm zk;CDw^}=~B)4#(!4<63?raq%uaml;A_XS&T|DC($=WJ)wM>Tumw{KN5tJuP&Cu{dX zEce6v)VPWREjKu3ztVbGXPaDn>ZQwc9}3=;p&NKO1*yT&bcQg|4r^F zck6y!#(ILKVfu^j+wY{lyP|IA!n$ehrGGqY^P8sz2>b4q++T9@>w#-|>}%rn-fh49 zPI2GSxr+^d#RpC|y?(-}V|j`9ovg}xl`pzy8h^fFBOH|F_d)lLA&+s6B2&-)9S1gb zCSKrsx#Z!E2lE+bt2ep&a~LrEv^%-H#`=fY%md}ibrPOLpIs<$^u;fY$^!PgZ!P2F z*n3Y1`7*4mxwd%z?g@tN;kEY;M&&IzCBB5`YgK^qtD?g%zx-cic5`3BDyN80K8B}( zKi|G$)xP{RQb66f##SoUJ82z@8`C+RomX$SIDDJk@#&2Djl7BWYK*Q&vuC~BCBMLT zLhS#)%?(vA_sVdD_$BTSp7Q$H%&rdO{(p=I7XO``@wkTb%e1BJHx$19VA`$tS3=rz z$%|ES->x^l-4Jteu|`iRh>yr)NA+`24HDtT%~(O!+d>mm2- zf4|GkSm)3*cTwF+{zZS5Z}@L|$)SDquRNamR9=AqmK@XH*NbF5KHmMvc$tMMBI=5h zw58fq*LmM2*rhZcDOT$_Y!+Qm7VE!y#Wm2rL>)&*STjZ0CJtbo;Qg%JgDEG>`1A@=42LZwIzdeV#x4w06;_w=1{a%71e)YWnGS zS2^kzs|#_-C}?!LIX;r!ziIvvffAnH5KlYqn8jA{IZg*y{?7k#ZLK_aWmE8zgr*JW z%qFmzPPzVmnquZY(Qk84SWNo;IP&iOfFBngB?#U)bK?DGt=>tw9*r*rW9pvEneUwP zx8nc7qirTTJ$6eS>w5BQ?MYd=?3UNx@|Rxr6}_g9M&hz1d_1lg(tk)M>X1EO*IQPs;!Fep{BzzsG8S${0el-MuFM`*r(R@8vr; z{JfNc+Jg>gI=Ym!l`=H8U4AqvaLt*$P5uYnzs23jR1FV|_S*EKW=3MVVBG5b$E8^% zol8W^SF8}3J=>k*DnsdgZ@yKB*&CiMo!XMLXx*86qAW2+ljLTswo1LXQ?B~(rIotZ z+Sg}UPcfWvtNqkg$z@LaIn^^f&#a!x`q%J-uyEkbZ+hoHwVb=E-q&Mk`Sn@;4cRM< z&i1Z{ybL@m|8FlovFq#iOAD^f(JgrR@1ofWW(KA-k=IVEHMdLJR~|_euKgdHa#R1b zS&)fw*P8aE*J%zSd)7J`Sh2`xRp)+H;bvYEeC6Ud?^T=1re9B7ZvJTJ#1k7e@8+iO zS|8@WM_F4^VE>b6x$&CXeIF`!`<%)<`Q6C4vyFA)jDnCubML>7Y2W*C{o2|eq8qB$ zpX=HoEyOc_Q{azxmkM@llHYsiao5am$sUWuk{s2}H_U2(!05emkFR+6^s`}nPM0G? z+z;J4cdc2x^3larPbRP`HE(P1n)1)Fc!NIo+p4(xh00~A8q2!FO?L0GnjSl4+l9+J z7H+ln%3S`+J7P}V`jfMa&y{>PbKaB2QC46v?@b%Gzv|oMZ#pH%n$}jc?Q{APctCJ< z;=WJ8jLyGI>#|w8ANw6MXWjo-a>p5lR}()?XOg`1FZ)0+`>!)B@pCGe48Mm(z4{&c zbS3*@?xxeh>;CcuFzt7Wa(8d2i|7?H;kfhEuljf3i$&hoOBsLaZIBax4VXwLt3=VYwys`IrDUvE#}8+Lrt znuT|6dab|uF^7R;%bM?}PKeF^V%ZjI75hB8_m3uT!g7O;7J4#s!!{mGJiX&DH%sl2 zJq}+__{bc;k+SeuUdP8&iS?RmoLhNPEE7DP!k4GlKaex`%ktZFE!=^hK`>SD)=|kU zgNohD&Kq#E?uz;Oi1XgkkVOjlO8do{d2`#{rh5x zy$nY3?}Ye{Jx09$mdwx`}RJXv%6;1lPv&^#;9Oi%c!dgyBtj;9{D8u z;l!lHsro`{6HmHoFyHOTUVD!1)wZiA?;O1uY-<&f)iC+g;zHTbD(~4+k8b?`>%IH< z!N`TB$0r0H+x${V_jhWJ^xND2zRFuJ-uJZdP0dUmg9h)dUA7jMTdGapm#4a{Ju3Y|GtZIt?_c>O~==4sGG6i z!30z9{~y+UpRJL@DJb{7GwaY^-u83XcWG`lJR_2NMe*fZsRK0uhFv-AVF~B=uRV9U z`%|{+H17{>)?NQZCDzW<6Fbx@ut)pA-oL5kUr*Luo_77hP0LAKp84x0m$h-M3eoV6 z{o5ow?7I@ytm?lrQJ*(CFLpH`J(5tZaj}Zx8QzHNRP(!EtN(A z>yx_9Z+7Fm6OzcDtf?H$!{4pF*w!oY?0i!tCwalW+#3&lXgV={5#Qg{IZ-G2F0*JK zi+U(D=Y{souu_@7;U6xzsfkO3>ZO`i4FfZN<+yaZWX_z;f9^u|+bG-fvK<@W|J>X6;{DV9v+=J3^sO77E%{%m<*cQC z%}7{x${+7-;@0_(2; zm1ZxWa2?K8TND0SeyV8cfg=yJ>gM%-ZpvVI?pAuq@Jcy{LW=Ks+vVHOnfkMM^{X!3 zmvi9jjF2}mM_^@j78CAYd{-!L`Ik^GX#l=`ADa`{B|Wc|zbK~XoqDkwf!v*cON zZxKr~?g!lxovt7MXx(*Q<7>}!YkFv-testM+M%AmR}%koA5;|Gl9s-rjETqcy6K^i zQel>BrJAe;rVn?CofF%_*V}#eQsCc6gOvNNMSQ=uZ1Q9He6TQD>8ti_^*fu+81L;0 zd!w+?SZeJ??WJLhyRWK=@J57qs&AidS@NM#-}v^4X#1a$w>w|B@bZ7)IBvFzK~~hp zv?}Id`|(naeuh0Os;=xAilc_;NJ zOtm;DJT<$fdrw;Oi|>N+s{fdKbWdxY&RJHthvny_N9AjcvR^Lk&C{4Ema%W+6jkon zngR~~q*==M3MWsP68-bo))P~;lP1VV-I~kv<>TB*XU(hn7=<}fYm+;wo`uB$Ncjh0X8{b?$<27-?wMgG^Q{Acl|DLcz^!ZDi*;@8}3_JX1x(oJO0jA z&V}i+hvwl#Ez_^9TelXkso7TLeWcPwbpjAkxuvz#wzc5nt{1bM|^_b}ly(taqF-b;qvy1D-7b!t)NuG%1!Q z8)-C}A3uFrDJk;%j_jvahFY6_=Y3n6r=t3PaYW+Z_e-W7{n{2L-f+G1+t>Jw8XuVA zFLwO>JHuqBo8EG1_w|+{afrq^u*jRg-L==cN9-(yKm?Vzq>(Rs3-bC zYAonTp`q`=b`!ys&1jY>#UryG3WmO)018 zUB3S-=KDWYYKuOyjp=UN`-VLm6dv|AyeRsXaBt3`Sqp#cT#?`=E?hD$n#&g~(oo*3Ri|4(9GG3;O_ZZIJzII~(Ytl49fwET@R_5H_(7)Sv z-PZ|Qa>eD?x*K0ad2i%+#brEG)A&T&x4@sq$M{nNlpNWP-FIGj{NEX!G`3mAp8oTv zv6Lq1PWlj4q;W|?eplV)Z{q$2>!&ytT}*Q4FtpT5Oc5x(%Icc@$bx9^^`;p~0?4{hr%h&jodWLNg2+Q6u$M(wF6OmR^Ra>^*yZT<>*_S;o{ChtZcrQ7^m0dnZ z+H&Tts=J;p;$r#NZuhvkuTA6)RLd8>Ct27l%6?)0rtOyd9#-ajp1^hM&$%q2x67}J zY+t;jJb&&*o_k5!GW~~_2wrD46!_=QGG#+U)waBwvM%Yl>u;uRTTsC|IXv|3%$(+k zr{R^Si!#5Z>|maoxp{f*{|(%mwcc(yVc7C!Rm72*XBXU9`*F<_c9u0^|H9+~?T!Z? z*n0nN%4Vz3$ZJ!oawn^WR$uL`J!4QPr1tj74D~J1Ph9eLCoC@z-4oNHEz(*)?Xh&p zx)8@BdiRVDT5{D3iB}ibEf24r={QqR2JV>8h9qx|6=|PW*J2 zHL&->o8@z^87Is;QDB*pYG2QB+H{U?VB)+(u_rGIz5lC!Krny*se*k=T3+^VYnI8; znU%Xsp>}foUq<&eyX&OYf*6;-ey5k=ot{>(F))|EK&r{{)aJk#DbMCLwI;#)bFbS6 zb>)UX7F&L#XMgUMhxt5rcHBL=Zn>b>nTLCC+zQU%(`o9cQCa;@rC?HE4Uxto&5{H_v1vSA59yGb>X+ta)d5Aw=QG1pi(C)RyH;KjyRhN{{tg zVFhDD_f0QU>U&l^+q-X-Ip+f%m-8ED?OpxfGWip8|9SS0;vaGf_n!WlZTN9@QQ#5I z3y;72>0kN!#$g5@^Wd6y>kPNtnK>tSOYE#uJaZOnuRnH*{qf0mO(wxRO1}4ES-!25 zI>^?))llultz#-Z3I|d*hpN52bV0Wz-%j|68CS-hM0=g!ms1u8)>>_D?BC|!xOHc( z*BAds+0*lHzFKg+d(!2zbF#0m+jw--blYu=dzL9p-%)zR>%+Udj;DB{pDl`fAsF;X zf0?^{{Z*)Ddj|7ruOR$loR zm8&~rn_qX5^Ws@+N(#IA4&K{Sy8eem&EJ%k_oj>M)+;+o=Gq6GX4O7>_DrO5W2#ub z$F-dMV% zF^ZD&B`dbP3;U+Zo27TGfk9)-MIGh`7bfQ)-hVRejMRODHS;E~=}!9{$=_fhw@)~W zXSaAI=bHY_t-E>MoIcFqU%ugB^-70V^(Oy)nwCfI-FG1O`>u{68v}#r80U_6Z5;FK zS4Va}*|7Ipl)`-@ro6`8Zs)uL9=@u2chU0|%gy+Ojr{IS>PQ^x~hb-NGr%Csd?;$()(`++YCZ5i{%`R5? z?D_nZrMsWV&cAkf?NRApPgp#J4HM);<&5XJ-?s0Vtd*Hn{B3@<$V-Jjmt)O}-H9J` zmHVb%5nLer*1zm2N8>VyZI9kRT56)Wc<+j{r%h(NYrTKa^SN2*pq9?oh7|6Sqgy+Y zW+iFvFI8VI&3wSg%y61spu2AA>n)F!i&uafpto+3@^Nr})jA=){{B%_?o7ADV$^3X_@WO)Je32j5tVyK9jNvvxe6^DSjU>=R!i<+|&6#-6DYT!NNg|6AK$oz?uT^zebdYd9`(Oi}CRdgR~c@9FE@ zdSJ_0QC~%^jh$)BME_2GFjLj_?}|^K+6BIE(lvXdaUpnXljFjNuMR%Hlzp_PFj=C& z`D;nX#(3Uon*=kCzrG^*@S#{T>vFBv@>@RdEGWFwd7$v#&u--l=jK=yre(TJ%C?sf zH^0zh#`5~rgjhUhkOr&i+B(?E=lhD8YXco-Azlk5(`Lc44W@ z=~ZRCOZvZ5=AX;j;`i+KnVTC6`8yo0ST#;c*!}r-A8-WWpO&%jT(I*?eqNVQfkF}|D_9~tZ_E%i+ERf{W(9XkW?Ge0 zzS&g%a^Leu>+arqSv+~g7loVab2c2-s%p>H&vLS2{j~YngA6y`Q+p2n-M{Cg?!0(Q z&j%~6I-EJUh&_030y3gX&v1?QZZ^H=4*J!8xCI>YM!e$2P0hZnWUnmUDjlx&GPKH;bHI z55$z*k%<-f&*A%X_S?l)YLoIeNHQlf%_wm@YVbWtY|A#~v!@nvM>npYuxsyThDB;s zC0%8%OD<`<7v8y|f7ATHafLgZn>Wo@*|TTQw=DOSW!EJR|Lsn0+w|whl?gWt9&KUx zxIcA1lgh`1Ur%=IT^A|xwjfd?uFR=>;<^pWZOvXHY9Bijy0S!z7Pvf&>Dcw?;EQKI zGq^bW_BPx*wWWSFzZ;?Vc{@YO7HENU2Aem6y|Oh49ZWF*@b$8SCEa zgq-%9a<)=>>dBLf_{7#NFx_dp^S@EBr`VU5hrmc8+e_R61} z7d(Biw_1Ac)3s){Hy_U0q&>lbC0va^eCBMcJ0FT-rrw&)?DBl>sWor^-FUID^dVM|)IX;F5n@5f(j7R=Y(KJlt{Lu;AF19u;*OP{tqI~Kq`-SV+_ z(9MwD?*iAIJ$|!rYrgRNN(;3uLLw?x*Qp+RxmNm)uCx4Hhg*{J{}vxFU%Tv`(35}J zZQc>dQcJWKvmHE}8+~TM@;|Tk@?0&SuwkLS*n=p4o^t64nm-r5F0?)|D^%}UU7T%e z|F#JSJKld&w+-5s#I;lA`;owEvn zhxz*qU7I_mn7AZpN<=>1c0gy#nO$z%|M8}{UOlo;DEr`-bp{J$XD_$Er+V{(`jsQI z&Rs1sJ36^Gw|AA$zTZ#s55G6!6?9y^F+7p2$6ZJJ>yhCti*<5rhVM{Ujt zJi1=hb*ST3{Ox7S!ZM#!pI`Xr^P?p(l8-;>B_DZysX;!?T&B^dw(ad~EtmRN?+clZ z8HgRd6jqa)Hi18XcEX3ui3R+-BKLlOk#+J^K=29+&z7i3m66A)o5QaJte6mA&9ZZW zT+4N%Nx89ix;Aar5nNn+=3`gALEcBX1Gl8lvD{%gUd`pdvc0OWy_Qe4x{U3HJ7 zk}uC+dHL3lRSk#livCwjd@^g{5n0*x@2pp5YngI0ZDJ8wv!wK9SE-%U`^{gYE*@aL zv!dhN=i47FxuUyHEX~Y#{V%SJ$5``u==H*RwbKgE=IQ%BuOFF`O&VTJ$`6%XtRH4eU?9{y3SmPju^F zZGWco;%8li-s-x@yH5Onh<+F2`TLm|V6>Z0?)pq-{k()U0V>-`=I3~PpmlO zUk}ct^u~}G+01FqdJl!RxwZ>v%dpK@S0x_xVTywL615W#F2&26PWD>5D_iR8cb6$* zVHZE0DixVJbHfBp9Zjb7!j6I!b0sgP?dv~%V%NF%j+u8a{OVY=YRkAh@ z&wluCd7!6X={>PzHj$_LakiQzlF83sNp5&@TrWc@Z*$C#We-Ih#rsq1dM-&6{n>25 zaC%C^5vL6cGIkd)q(}wolJ}vLU)FqxU=Z| zr-T1)%uT=g@MiLp`OTfHN}b>Du~z8SW~>s=c*x1Kex^YH?{O3EiT$VJRQuPN%keUB ze~o)q{#YYnRcnUPnyq(>KSyqSxa;qoIgi4!*&tl_{9EO{>xLN?%!#j+i$k|tYXt&{_c^09K-ZQj{Y<9 zUiBVX#Gd!=XZ4?JaTEDF-XA_IWgVS=>ZTIAO}<(8x3?_c3KCVN3iWpUdELep?r=|f z>5rbp?q2$V4iiJ1Z7ppCkFIEVW%B9i-1s@``aJ%;7P0Dn^KAatU(0F^+kQQ`e!^U9 zzpEO@M5PLOxwck?uDo$laqXi;ZJm96axxPyA6lvV<&VbVL&>^-Vmhv#2@RX}(R6nI zYVL3O9h|x8o?OajADPW<&&{5c^sXuEhHc|K(TwtC3a$~ye>*E4S@3+*wk(Mv8AiF@ zrQUuMF6mU5II~N=xW?=iv{1(=QvF$QoUG?ItFw=eyuSWtZ^P7%xtA{In_s!TnB6t* zx8D7ILdj>;TW2o1b@WkzbD6OJ6@`2HEji*`0z#d8KV&ZQ?q3|oyzuajkezEZi?s>lZ#;}v@~?OcVOq?8Mm#T{;6Ex<8zs1s=J2z6oc(bC!&f)>aFn&k7xe;CUT^!&vNgg+e@lHzrSC5SN`q6Yg_mhMbza?`YScPGE#s?JKDjl ze9hk;hle7{C-@jbj1~4A2z@K)=KA@QVCLI*GxV<<7Fa&dHo*Vt=?8ucr!TO_IGV=4 zjl6Lr{;ueC6VdXBdEGNh4*1?_%kYT4C_gWIUeUi}ao;{}y?I1o$H&m{)w?}=@4nPt zV9fU?Q+@lnC(q_wj{Ld9wJke(U&61DS*>|fmz&4gUJK;adQ$#-*S4Q}n=;xeONs<* zVmC6Zb~*mNJy`kP?BgB5s@%-B#=hV-8=+8?|*)uMW>@O-x z2v%rYU(o)}`OU^x(uZY7%ay+$=D+l1-*h?T+gH|(oykcNrzK}M9=Ck_xvZ*sp7}zh zA4xi*wOcm-{^7lKZFX4gwv7Jk-7*V4?`^m>ac+g}MtP0^)fE2D_Og%F-Gt?;hMe zyZ#o}wSqaFd(BI`#8v;L)^+ul#xNiKZC9mcXq}tf-PO3j*Z=D@b%h`NvnB=V>suwx zIve@Y`1hme+r|<4DzR^G1oQMn`*Oc->7kk{K8Lz?%iH$&)@}On zU3UG>85#&kNbg9tFOh8hPY(ecbkAKLiaQtbDKVvWK^K>b0;-!&X2)@+Y4q~`tQc_iG@k#&)l+``C;+(FN!n%#_YAxYIX0(5DaVFd_A^ITjE#d zp%}%)l^LRD6?fN2yngd*{-;#M-kZ`_=W8|oU$}6Fg#VqoB+-tm^%4a=izZqWy6PVf zJaghc&-YOFW6l%3x4+QY%EdqFT=tUaQ*XMo(q&GHE<7TdxH&e{yvm}MzvO1JNYLz z+8cFWd<)+eZE?6*(fa4&ZF7T?R*D_Da?1W+&>fE#S;8U)E0?O4w9582OnT6}>8{XE z=T4PRn#S)-_O+d8(ARwES%Co{Np9pZE;0vT*NmQ?-+6|66|EU+lxPAS&+t`JB`}{$H1U`O4w(^k?d|E#E$`aIam+ zV!CD8lznF&nY`tEX2sp^8+Cx;0Jm1`%&ONlf3(GC?_2WiL(Jjn>>6vg_ZH} zz2sN;Eqmee~OcMeVVTZu3OSSk`_> z_F{T@Kr-!W(Dj;c%NNTvtk~hysd|IY^3?wSY4wYW3J+GFb<2C5wMcKpDv8xyM;Ufs z>t31E*1XJVPKMsL@LfyKJijKRAT~F7wb1TmV)^{fKkF)9+jL)n+pbzQv3l3)>5NyV zT)yheFLTOzhw8J%cNFLE+^G0aIq*Ql3OR+Y8NZt&Qg{tFpUcoIc=eU>vCyCG?URK< z#6#K_ewSbDQ)%ekwfo2FiWdvn%~$;LP%EnmG2uE}VbUn$GNtA9^Sf8GcTX>hu8vsdW*h5ysP6jmoFxD3 z|Dl#m%iKQspX`~T#&TPkA^c}ZM4ROvjZ-UTOE+aT^=UoeF#MPnd}`jG$Igb49;zSK zs4+aXn;;vx|JnzEYs!DTI*QK!mhe5`E>N{Zd{6w3&Fe+~&3v-=rlwESnxC8M@%|1yWwf1bsJYIul5ef7~w3YX+9Ef*99J$RM@As+G}C8Q<>RT z6-W6-)nqQ!#~Tl@b}$z|75aD3_uzX+@n!Gzj{f=a{9gJuv+XDOUEb@O|EOZOle3%7 zaB6Dh$v=H8f^xZ^c@EC+{={6jZ9fBt_k*IC^?FL4VH>)xEABbeX8C%l`qxd93YOPR zzw}~ay~E8?AJ58rN58CaDmU61vD|v^{z=+St1h=+u}j;OrNbv3V0Wq7f6p62f4@dp zC-P{GUru<~f{LKda->1s1Qhdh1GRs}$jNh!3 zy{*$d_AcL5uw`+1LQ}vm*C!@_*FLJ*=6v^5e$A7E-!+)DEwdg!o9@2HJA2;3?GrZ5 z+I^Cax>3tx+`yA_H6zpC-ZXg5P{R?(FY%C zwA@~KHp0ACZe1+<`T3TAG)sHh1cS5LoS+HV`TdVA=K`9j%^0ljPe&zw;_X_eo5 zCfk60kI;_=)4$Kx{QswXN#(tnw|J)IhWzQ6a(bzOVt{~(>~{4RF*77b>|%6-%7!J;(J3NLjFjZVR|T#uJGmL}Q~@W@QCGvO*$pUwe7f5t^-AY;XrhC!ki&C;{u6bVxetccKDDbO$_H?tEPi?Q;_P)x#v_UiU zV%0V#NBM?_B`F157J4YUN-0St(}}T=~l-Kk96gGJ+ik>DVm#JUz)Qy_p|u2 zV{2`?Wit76iwf=iz9YgZeDbo%)Ubz3cx9@aypv&^ATZeY`Bp+bU z2~lNc=})`yUct+inc~63EDH>&>agsMDPCAvEOGRdxyCs~nG9 z5@P;-QID#%ZjJiF`!!ClCwK1SoIhXmX04ZH-?W?0OZBb5<;6Z6F7w_5?wj^jd|Bx6 z6$Rz>eWf93PY%bXGYK8OK3`U*^NwWs6A6yS53^Q=E`PPvMR0=S^}Wjk3}wGNH2(~a zWO?B&w959%^u8|Tkae8gm)AAkT6^&P#jpikkM3-}e|mv2OM--pL(%|6%#nbNg--t(`Pqr)zzs<85K%0}u2o`aV5yh~tn>x@qDa@i6z7`O0PI zXWjg_T3%|`R__x%o&T=MMDE_S+c?eg{Wa&SyS^M=UzDrAwr_Tf-0__{Grb%SO?$uh zVad}+e7$KEd~4UOKkj_x%8XsxyMlM!QS+C~DKY-#w>AC6Mdn7o1NtYE+XWlHKj~>? zH$2zp|GA9ETFJe}qgL?lgzhbyv(|e_P7?QyD)FB&+0UXZyCM0#qPEKpp;c?-o$qbF z-6?mcWZAwHPi{i*}MSRF*_878h^HhbUyVo9#tls(f`7lv<` zapr9Dg8#afdk?r=2>X16S$d68r(jK&SmK@>#|QE!j(497S;6~3`_22DkkFVFGnKbB z)ZZSH&Dqj)EQ)Et7GYk~=OXus)>TCc0ym(9D`)Gc~rMe5O+|5f%MyXPMut5_9nJ8?DVt){kMPVJ8!8c~z8 z+g6>dQq0@UKmUTHe#MkW+_V0ApRj+;J@LBy1hJ&dHE-^{=E>8Yoz?j-`&jkg@c(wn z))#l@o?kw-uC2Q)NVZy+UVYujsJeeDCGK z%BUH#j9=9KCwM)L&|$yueUDl1BCe?w)htJY7#`l(e@xxpy7yYh?->E%nrAlXTo0{X z#~Uwp<(^yQ{ir`u=EhS#2m9+MZ<~0QbL#T8y57UN9{cu5-I9*vTRki8alFD86{V!} zvUe|+Z%ipLTI=|9?PtB;5=eKM_mq0{{hWZs(;5wotnB`7{VlApkJV~3`|?j4`abM=xpJlcMb}?k zRlDW8)=?5cVGGqvSf*QyB2V+#B-J!S>}w<cb=i|65`vs>@vsxKqHC08p%&ux4pLNOcUk29PjTW_TvkF2Rcx~h4 z*X=vu+91&Hxp8@b=A%$QbCpM0Vc$7FE6b#XO_txjob`z1@+0^DSSgp*r(Kl0{_CmD zlq201g$e7AZa(AiRQt%@+MANm!tRBf#Vef^x++>+ctrR_4ft$w=j5$iBph(zY{2bg z#VMI~W(xA*7h{`6csFoc9+%w|e)2C{x985uH~f-Cd9$mS=h>#7R8upUXz}OxQ3K1L zCIvpT?=dw1B z0gtAwoW(Rvuc4^{JwsIozFT+ zj#GO#1%BFbfy3H9?dXa7+h1MS|Mymf(@}S|-QJ$rhxDxvuAlWxC1m;+whaB(cTPWC zV^miVpr~4Qu;ZiKN8Qcd3m?wUI`eY&ui)<6f{*1=j7-~e4&;Yk4Vovl!cB#3-;odY z%_?uyCpLs#SUok{VAY1EKN1fecAvbiHo0!vRhNsBTguLFez50T&8G(v3bW*w++O6p zoO#b)ub$u|?P9LQR*NG<_upT7>-;IvWc|`h+6Rw{7i@Msrav+8>5q*^ZiOyCz4n)_ zz~d>-UDKbw(Ei5ed!Bg)fcE7~GIrrMr!*_V^{<1FgzROWvw?wwZmo`7J+_2Ix z&^vC`?p4Zf4?L^&eXelf*`1YY^LbxB*4Xjq$DWPaQkp65-RyTUZ_n4Ne_FT>2eJ2I5Q7fOl9c-!-3otd`z zh+W6RuimpCnN}RCzJ5&j&MK<|wd{}oOut~h*>Ya+kLy#9zLRv@w&$jn@|Wv-%L~uQ z9ID?~5c6`=KcRw*nCH`!dbQQ??uyXA)} z)+dIqDw3{Fe75%>=jZp01(PkNNiXU6!nD->W76A-qP?n~uly#h{kNesS}^Os_2KL- zDbvp`wAhkTt!!V;+V(`{p8B%0=N3P-x*AaQ{%$x&X<^9bpvTEEngvHLa?Tf7&-6ma z`zvR$dFV&kuLaRtO+HTf`Q*0okK@_p&rRFcczlq^SyklNdEc$#!(+)QP1oQ2*w*cp zD=eOI-Tunr*Fo)yu5u;st&A442P@1gUETWb-TnMpb=EKON5q}QZOw{&yp+0%jxTgR zR`X`xqD$Y-i{0?+ajw~M=9A;h8fCA{jkD*nsXe_DEXXp^zHO<%6~4tz?Nw*Zepr2r zzUpPa+WPCa_Sp_xU*&G@cF$q2S@&&sE2r?w1z$M>9n`Zs@wOe3JHU$B*54@fMH%{de4+{JW~}Npap^)~mZuyfdly*1NO)=B#UTTYjz+=kMyuN$Bkseux3|xw9rLTGYyE$sr8$7zqG{jtvS)7-4~g?_ z_j~j6{qn=FK3!E6KyzlW_)puAXsU6?byGnkA zVnfOEpNexc*KXf%!?O47rF>`Qn54IscYCAPWd2n*3-yuY6n@aC_i$~y-n|gdQ!8i2 z%`bUtJ}2XdmxI0ex8s@X&RJY;j6dacf2xH+^@H@s&z}6xv3&i7t951BL|+y+-S6?u z47=r)@Aj`)BD-lzaN@bo1;75kxTo<<{O&gAYs#^$3=X?EtE}af>MVJtmFalg77Ge; z*5Kgfi*3L4^zMXe{&#y>qW!yXE_2UZy)dG7SImUmrjvDEn@<19%&Gf%y3Kfw$J`a0 zZp^bdZnL2`>%pr9;qxD_|Dg2xv3c8T7r7@D8WY}lb_A6zXGk};mNEJ5ej>^1+SHy$ zX=Q&;Zf@v&d*SFF13{rbOY0q{|9BUCqCh9XOI=20TYcfCI91k3oU`Kttle)+oD%a& zvclQ#Z+WFYTaB1!?DYMq@iSf|M~ggRzWs2+j~We)9`PB`XX36$TADtTVesJoVS3}= z+htQsV$Q4d?PQH}SqipDMTXqVKBthfa1* zeXLP=ZQYLP(~rK?EN-}1H(913$6)fo)R5Cgdbdo2OCGVGyutFyKz{A#fHNP}R$2C3 z`r*S9cYo&vp**gIGIy+&{+aJP@5zgo9_l6*&J%vLO|asf)Me*ieOvyGl=_pbj){i# zjPp)T?iM~;82I{0_qoYzlZw;jt;*+}Jg=8EBm7BCm%^fR6?G3gc`t;PeEoI&o7$cu zn*-D8#h&k9#^B)m`-s4*TMum#dis{!cTOp&uL(2B+_JMsQR&x&eSNBS*X8E@Fq-%q?8+e@yLX<3teYFPTGJ1=*{!&8?)kGr=~I~MP6t$Uoy}o-DdYX` zmz*)*YC*FJd8=fqk3IQ#wIHv)WzNf0a`xvoFZgiB<@XxvzgL7_wMU&(R9a&#wckMh z&9xaCk8ftBwQ4AR>8h+2m3Ywcm2r7!bEBa=yQDet;OPV`b|9c zoA0!&D^y?mVQ10BKX+LVhO`9M{Y>7$uC}P`!-hS4GuQ9Q2z3*`U%A*p!005qHe1t# z%cVP>&9XaP=lbFOt;Lg{Rdh+NS7CQAmzZSoP_&w5>W|l~Vgetyb$;-Fe6d)$c4}hL zoPr6D_3I3rrWG!V2?#IglBtu>zP<6Oko}zlDHj&>e!1m4yX{_^GLy-g_A`IAyuY4p ziE}OV@HywKk*y-x+t#}7{$J%;HF5z9mU#YNwWcd@8ppF6{n~B`GV9#zRa$D}_;O!9 z4q!3R@^-$u@~htKWu;q1GxZJ$y|7F_uq&Cv_t!E@g@A*T;uX0veu%8Ud@knEr`#yl z+Q}VNrnNWq^B-KgTD?)LQYzKJ`eC=!dRE=umD~Ovm(VcYE*E~a*DjJvkk{pU-0zQE zGkIq2&8|3j`r8G`lnF<_f0EZV;9EQ2>&u3c-26G+ zC596w>PNj$Tgjlx?J%dku3@QZ{}RhBxqTmBeKym$yV1Ld!z;V>rtFPX%dJjsJyX)* zb1-**(k%L&4MmXyV*8guAZg$>((!uY)z`~*ERl_mQl8d1 zdRp{}vY#x{&#aAOf5IzcXP6gK7VyTWeA_Lx^wK?jS?kgn%l9dq`owFPBbo5_!`?{4 z1BwePPhULoSa8Oa^I8_gfdz&4kKZfUvNYa6?#}Bdi%C^9eFDo; z@jV~Q&%SP6%=u(~eCTVgTT|BV=kASn;5XiKz2V`;`k&G*_1+mqj85mGk4gzo(Y$-b zZ|V%IS;`!DSUVQDb^fh+`7F!0C7<^Nlf%n3Tdgj1}r)w$C-rllAC_v`2+?8CO zFT2}6tdPIZe`Qg}idA3V#1y6otPFmp?CraF;mUWuCw$&o&UjE=TeT`Si|vC}{Iwa3 z0%-wllk&H2owCO}vSJIfwWrQ^IY}O|89CJzb?e2JPCcQqT;Px8N`}mNXY?;>u9+Rp z>NF+fqUa;{CBezfrwh^ySeQai^0QSXN}T7G*u31v*Cp+okKnRc;Z4sOm6X==_S|u< zmOk&x`^Jvtn$Od)jIi>LlC!O?vtr`cs!xu5ezf)CY_XqDqdRn&pH_a@5wPHj+aZlB zce!e}uUK1riXqc++3fT6otKR5JbkjSgfF|3nXJA?!`z!a^Ld2ouI(|!h6mc-r+=FN z@R0l_;{uN>p-!7c-nf)FIJ^Ha5uLii(aVr$1qaub#Y`W##B;TMyVvuXPHMS)G&|jD zLj7_{9?iXqcjsN^i~Xd|<+Ly9Px$Lto1~UAO?{>-&!&Ai{=@XSbn@f2t-e1k>ltnb%aqp~|CVrPW!;=9hIu=-ZBLxlzVrJ@7v7l->n7-1d$%%v-G5Qx>Mz$_ zQ$yaL>VLB3YKITsoC$lK=W>6p7O=h>?lGlwMU?jKp5*y+m+cU#nNg&`;Ql7}mDQt$s`ium$P6S-fANI(A+zjoTPyr*BJC;t0$C)TxBb^UR}#k@+9g3WgK z;#r(`Oni8G$87iTinp_usVZsxnIe^^Im<9COyy>KfAg}h`|jlQw;JkCc~x-0rtrxR z=@%;&mI|gQrmc#MN|S53XWo3=a?{=NScQI#m^9ACvpt?pJwBP|V3pII+eJ6)u z+}qH9>>V>KY#4s=%wTy~yU6#4-<{LnH%z`C^yRJL!OfS`L|7mEIQ1v6+WT1C=goe9 zbvC7Er?D}g_|(BKKmVL$Wa)9XXFc-!SA1A|`C6-e(8-+A`x#R_uKC1;GR#~xx8w$6 zcP*<)qWHp>i`1B_kFT4Pl%&ykFuZ(&L`|HBJ+Dlq&rdV!z1zCW3U>uR_E>iFYUkz^ z>|%1pp{Wk)Y_B5UiZHI49uS&h{O{GSDU+65lr*$ZaNWrLXql;*RcxqxM&xmsy6P`s zmeFo%+zt`~lTBimebr-ZYnGlmne+Yj>4!8qm&LB-7W~){Jul(+Of#ctZL?NsZ>hOA zX%Yuh_@wH|mp!K#nrzcv_r}_(gu~9_rO3M`r_=AkbV8QS?)`P?;n(jrUc9bh7%xx~^7y{EtYj;d-6alUqV_hFV9-flbhCj9-_`z_&F3d;(=&WNBJl`b2< zc5gb)>(YO4|Icqc1#1eYR@F2Vc4YnA|HSQZoXEBOc~)+B#l-i1y%(lFb7|+E*Jhhf zrZQTTNwQArf8hU0J)XsBgX%x#mU2%s*-u>Z?OL8(?<+$h4uxNA|JOU)-A`SSq5aGE zi+A@k-Lt(TdQHMr(U93Gv+uHr+no9Z^*d5{Zd|RF4ZKtI#arl<@%1wzM}qr1lD1e$ zR4#k=XZqBNJ=)hUXkXvGoA-!P(a(Rba+Lv{BKnTP8r-+dYf6^t{(o{auHG`+|* zii9rX!j>=c7JZT#yIt!|?&%+=_{ULNawcWIKsl)tSp`{r}xI8`yLOR`nO#N=;0{PKqP?UFyw4~9Ud^t;=$YXrFPy!ja2xk-H3M^T zFTPb9lP8<_{5p8Se$HdFygb7?g)2{9>s|Iu@j23VL2#yD?hAW^J2N5|$P*xxeWpi>^>9=w4SL zxF*%%nrOH3w>y$gGWGduKWBMrreRUdmv^gsYHtTO9$&-Ev1@De?XRzxc9;50EPw559-{N~>4Q!-qg||j z&Hmr@nl#tD=KZ`&sZM)EKJ7hm*=Nq7zw_N*%%6LfF?EXZ-zoDa6*>HOv)8r#r95HR z;;p8u-d;2Kv+)g|&r5OP6!AFzr5D|2vs%Q?k>B%3f1AK-4!r<&pC%LWI0{>nb8`VnZt%@M-wv+Ish zsYv)kqYTDtEt1<`ytsV)-{zej+WSMMUkbdQ65(F+YkAT;_rnZ|bI&n$-M)9W^v=Ik zUB}m5JC?cg*@DG$s>;JJJJrM+glqnp^y>`kd*k!rbI(0`zc$3-b<26%WS_mB0^U7u zRcCoChig<^?5Ghj>FnQg)zNQ8LfW-k3)~&-au3W5?Dz3HI`h75yUO2+?dt++J%2Dn zy4TsgJv#aJmU_p;I@d>gWnXItho`T<8{*?_eo%L*%JJZLaak)<+Mgeb^=7U8zb{;> zal*6@TuE0?{jW__T<|tE^mdqhcJFI{>)Vq!<1TLgD&`m?pfXSR6|c3u>24_-#>FqI zOxH-Pj>=47k^i2|u~ICs@&2Zai2>h#Ucc4FVP+*Kq<33AJLi}A*-hOx4(oLielPE> zdacxv=+(A}Yx9Te7I#Vw^TQqfUYq@TtMMPh`~{T{KGogli`uU3`2O+LWvVKh93R-Q zYMwGaUaM)-Q$GYq<_1$a{r+P)2$4*tyd|q?z^lL5usn3mhCLHFNY*l)uO=;HU3)`08zZaQ*S>&$x<(091 zN|U}?DsWiNx)ZAN(zjt!KwFDJ$(GoXqZXdwJ~@f=e(s84QJ#8@O>51$Ws|=uY_b2o z{X^S&>*L@4F8!Q**YxH#XRG6LFGpoQH!t)$Zp#|jBwt{_WtrpGlaQn1`f?FhbCb%K z3C)W+ua)N>5sgx@JeHvn{;1kP$1s`#ea)0}UGOKsttKRfro>_VCO_fMC;XlTxy_||#vgW{gTWowSBrp-IXwe=C# zWQ%wELrqmYTqW#k5)MTRsaqOcFWnaG-R9x&4YL%T4WBxCO@p-A%i2#bUc7^AY5Gio8l~p+n?AmOE|tzx ztenL4=A+(?~BT5E7jh~g$^Fi|0&;_m+s_$?wXWqPR7<#?7LbbuO0f= z7jtT@@v&2)0qW~NT3MYvqrGTz-YfP)i?x({l;qdeeKwCh%yqxzSnt%!+vnQuR@ajf zK3XrmxAIO*rNo`cw1@gBe-9iy#IqvbaJKx~>`!LDp5?#JJh5=o^rWk2Kd-Bs7<+m9 z=H7+eJA>|PwOgtzE=!tum7#ij&w05lqjg{OJ_b)Y6z*_4hSNyUWS8BfvWRTSjU`Kz zzARkgHM5VQi%lrPOK1IRKRDr4?Z!6e54Mj#%k7t!zAk?0(4+K%-j5yT zH$2wQ$_l237Bi}qo;J#i zV%Yh1*QxRny+;=mc1$jukac(#$A*b3!Yn=%&nejXb&i|a%IN8{?;aLA=C9Jk{yy|> z=NDJcPcqq`(SsnFzl7u?b?cgilrlzJ_3a-1iMeabu0hZjLPryI1$@wU^(@&34~z^U5M|#T4!l#_wi-S z?4>;6CI&lxg#Gm1TzTE(vDBnxCmGr{w%JP>DsZzG?!L6oJI{1S+15Uh6Vr;nL>^jw zXWe3xD{q_a*UuBn%*ZR=q*mYbH(j>WRlfJDeSiwHtc}^mu%-2D`p=QMDd6~309arMZRS6&l8efnhPvc1u%*CKP@FZ;s>d~%W|X_~kB7aiT|EvV~N zwJGkV^N;t}Dz{BwEBRVx&AD~*7tbqq?myn0FT3->`CU^c%n;gIzB;+ADYml3)MQbx z?@5!zUfFFC45kz2Ub(X7#0=gK?Rnx?D%!ukEoJUrSZ^rYWpqQv_Q*GmmBuWq=QG(S z{9h8J>*$rTH!{sISL?CWt2NdpC$t}bd|p*nIzf)%RY=_bGesBI2J0A^A8_Phk^LIk z!q)fpfJER4uH$phwBNA`{&Bor_vo~;^E-IoEk3aS)TXJkS-h_QQGB2Ik;Q>O(Ldww zmlbc>o_{@laNlL?xJQ5I$*R0_u?dJ}4is+4|;Eh%`*rj^S5;Cb0E zv7*R|3yRW*A5S^;f_LSn$&;sXXXXbd>Q2AK%Xm`Ii1F642Xp=;__Va$zOmk;qD<|4 z{G7O$l{VV8OjA#9Tj`|Uc*E*%&EF4SnXa&RPBpl&ZRd5F)+CQ_v7N;U0>N93luzt_ z@~!D!BS-xT`S@eU<$f$U)G0gRcn4#Gcck`G!?Q+eCG~E4*3rz?PRB0wio=3Ve4BbQc_dq91AYl5N*!n{Ze$QKMSW-^*x4? zA5mdnB|M+VaDFb{CNTHe?0u`R+`D{WTkEFTFBdJjbhf(a*NvE!TVH-XIi=wDL94q- zwFcGq8S~Pw=r80{($Js$VfiN~-ZzWRtJ>|4kkFPkHd^8JO#aKpI}Y|zKHt_Yn=?t1 zc}3Xcunp$F%(gJC*A2X3w#wv&+V#$pjVv?s8$InWbjHgX@06H*`{0R$_vb3_OUo&R_Q(a&LcswEIlwqq41vRY^|4&-6d7tF)5c8DIQf0%)%+W4a?|o;BVVLZ6|MZhArXb~u5BJBg zYVibS@Xq#sYs$wOc*eXcWck^2KMaU#ot5+W>337`x)Cb@taSL+1@A}`PDR`ONP7KoM}ZkiNP3BE)`%`qM@5-)+^|@`8t<}soBGrSAbxZZP&G|6r>D};x+SWzRW@^_JPJGC{ zuyRpSccR4Md6&%;5@zk&F6pbV@Mpkrp*4FCeX=aiGgmfR)AadhP7%k~9e4Pjaqn>{ zyZJg+sDdLx(r(_=jkDsf?|JFAPggItKr#J7fd99NYmIoEV?tby{S+o&?eR{$gnMOY!8rzz*mvz$Z^vAFKMT|Yu z|J%JjmZW&uKHG>*^=PeVdgkW;|M!SoySgj++LzYYyMl%;f+~AjK9)aG-l}5}9qX`T zN%ULCpAM-BEs0k1X5F~{Uvl5Y*B;`kOW)i*dAL+*=Jw!S^ZHm_as+ET5}YYrLN zH>r5h`{i9mF$*{<7O#BkeO)_it>n`m&-g>PUM@M+*tVLnj4vUP`EXnqcf`S+MamD> z`AfO=nV2=bn^vQdDP%uc?8}nb9-3;a4CQmC@C3Y&_-3#?F1SdesaD)zuY8s@XPEM- zOOFjd%zMEUT4v6*vGeR&i`8CT>QiOIEz33v`=yvZ-RJMUXbHRA?PI~0*9Iwsw3z&Px?b)5G&e8e%lr?Y7B zHxJACCmJR0ue!R>ci;LyNh*d04F6`Gl9?+vQ#{0ENmGU*`gmb1soLD^D%`+gH0F z0g> zmwRtB z{D{)&m!E!4`?p1GmUo^(YMzK`%Kj*yB{4Q@ugD*p)@%IU-jlT;KWvv{K;XP8*#&u` z-1kj9>K7YMF8{Q3@rG0N_vU`!m}7r&cKu!UGI5(~HQl<&S&JWvd7jAVbUiiCYu1)( z%Twu9>t@NOgs*ti72~`l?)<6;$!Z+33EDLx@m>q_e&ubS!9VfN!(ONBF5$Pbt(nsDcE#jL_M+ORlJ~>4JEzz@&T6^!;`28BL}Tr(CbH>Sb&OhH z9y8y}`Jn71vG2evXC)tQ+3P3m>&`cEZo-zWjt>rL zZMbQ&#r$l~#1s1&Yc8uZ7vI~V`1zrdgNxXoL#9iDbLYxFT=k@E#|3-7-BEVCmwgN9 zFqtXhw4ocP`kH3H@zx6eB^^F%XG*4^tH)oPrAySaT|bHC!UUbk%WH8XpomFlyT z&-VXxbFlSDTdDWA{^z0X<&4KUbuhexI`2 zxqKe$o~TQEcHGvDNMKkmw(GsAt@Spm&0J?$mK3kP9U@jN{6WLdQ%-GiqD;!9aH;Q` z&!*`}-Q0cVT*h5hvyI{N*L>5Q9TNX<^_dfUzFjO^AG`5u_qkJc;=gR~h2~6LD&|_n zzOi=4jz8}nt~-_RZUf)J+e(XEUS=;f4Bt}XwY-X>x7gS)K5g0jw9lqr7v8p2k}tYZ zVUZVj>dV0%e+kt$XQZ8DDjVd=U$67m6j`1sEPP(1MfykIk!k6>w+nv1t-QM{Dl^sc zUh}S7@4oC8e^jkB`@z*m*@tJpcqm=uI`QF+(0n<8_u3_w)uq`^)`@rVEEZfpHK)UD z>SCvP411SX@Uc`o>9Y1~otyRKbfs4Bt95dhvR>WsH&J|4UjJvy#dg0R_HP|0w$+KK z6?VV5rF*gGO?Y$T#*n4I?+MuU@Pcs_8jfbH$60o(1YFl1q1~ z@n-Sv+jvN0?}<+}*W=yxY6xoPTAqn^pSkn&2eCtmvwoFGpFH#MnZ;c;`74$he9Ct| z=hzr4bo`xA{d8r4l;kHvyKW!x{Q@=3?T)2dXOf;77c}r6*O;KOZQnuTvitj=lxLV6 zlU(F4sZ)AIbN{|qsrK?OqjL3EIT#w~7ECfy-gx=ZwGFE`r+?+#XtZiszQBB;53I(U z1=tRMKJYI^VeM%T=3BeGzFxi*q<-B}K*{C%?OR`+ot~C0Qg8LRq!t*;J(sC1QEjo2 z$ZMWG>$aucE}QkV)yO!S*OXn|t~rX#F;H`4Ty1-ee{2^9Qg|D>2h)^qd4 zy&T`YZqA;#I$Zw0Pr;q@|27@HxIN`xTTj1EklM`}dF^klml-DWuQOb9;tiO0(cggh>4}~ocPCHB1ta2%maP!Y~Rd^=N+{XN~Mg1<{ z zZV2YRH6iEKS=CD+P0faXn;vhy_C8|Wwr5_o#|zCCZm>8Qt6s)*!?!vAvyaUOjp@bV zYp-|I*PE=@2{h52xB5-A(z8qAb8fBj5xZ`5_O7My!pV1d9|U(<{!jn4UpKLAS-17u zPcl>dcJ2CHHtV5V*caFNoiz{UwASvd$<2K_wdsyT=6=2xfgMJ&lO~9t|Jp1Ur4(`R^z`LBo}(gL-^;{k0GKtA9p^Hv!1;BO{I%KRa;Ni zG`?L@Wh?)O%yp<-dgH0zshw;F_46h2elvV6Oue3AFOeB+@Yaui!`w`_x=R~6r!du9 ze@*E9mlx1-zR#n4Zk%LHo1AXh-l*!dwl%pD?}JVRGF4`qUagi3?&a<~`?+&&)PtVZ zEkCOtwD6Vx_+50iQTu6D(JSq@Tp?OY3zjV1vS4!dX*~w5u+SrW6?fxUO<6_N6Vk9e-B9x9hvUiET5Z?y4F z%TFdB`;$XCOs3X1DYF?}T`(oMX3pu%LigmnZQnT>b(UtN9r2mofBIt4s#sH|#1G9r z@@9gsCk9UZSS@yEmP(@evwcNViXxYVzB38coZ6ZFN6==1NQZcDfqU>?_Dtq`C%&&> zpU0bU?9P(UC2m?Adt2JOdh#R!{^w1&IOmtZN^Y@zjoa-b3=8e7^OQYqr9Qs7?x#%r zs}=PR@A|nOY4QJh*2z85o^{)LQ}vJGf$FyX-|erM|J%1>;>#n8jJ`a%9sBz8r)O_o zq))mk@?(ef?y?E~&W)if<%It0d&Xb8ny%37v*m1%$QMzi)Wmmw$Jd+RX} zLP1NR@vk=d@XEAZYZ6t(XReKU-!ns3>57ht`e(^|?&ejiBTt9S3b>@DEaWS8_aXb% z+S-B@x0l&vC-Iy<`}V5Ks(P(g+EQ;euRS2VKEHpi3{S#YX6X}eeqX#E;WS_JYQ~uh ztuI`j{PHnrkKcfFlTa% zME99xPjpmQsb?)r32Iv^CSDl!Vps51g+hC6b<;_CT8hDpQdjFDYZ#nN-!U#%TGY~U zWciF|A`fk5dmOy;_wl+<)57gn8-1Um?UG(C$o_WKvd_^^AKRR?WZ-zqX{@qIw^d}( ztsD9ke8RtF(mZ{2+yd zi&wawOxxMKu~V8mSK#m5ue(IukKNs*UDN-PL38W;diC@zm75oLJ3KieJ0pVIiYYE+ zi;s0aua9-O&L#!{f1?|F)v_~AX5L%T)EHl-JLhJC+ul-sms`ePW|W-2=iSu6F?(O) z13CY;?~Thm-@g~uaQ^%Hw#$YMMPC|zO`j7PEB*YHMz8BZN3(BBdcs_edlcN-u+&jP zKr`Ga`4v+s&+fXZzga$q{0q|X@mH(cbx-Jta8Xjms;}{Ub)TzLdMvoNE4r5QhFDBJ zf4T1Owy?YJO{23EZf$Ve+%cu~dc}nm8mb9Sa_=C>iX^{w<~X+RUh~D ziZ|P)TQVspYZv`_F=K935zm^wm2J#w*{>M5`NA%H)Nc0Ix8E~O?o8<^GuQ36nTi?b z_L_*jIQeX)=2edmukRUt_;iQYcH^Z4iMq^lkM>GQnCfP4OVGDFr#W@XA%*U54x4wp z+^4Z^YQFVCx&HIbA<-v(P4{6g`}V4Hjun&Gn=_FjJGL&#&OFqwXXmpqWm2`Q?1lQ1 zOC&v9zXV(?baHd>EZySEWw?3qv4a978jsB6Eg23;D+((a=hVLYb2;~={gwMu51MS9 zYx~qmeb&+5FH5#f(qy=k57!E-P+l;pXU1d?vA;k zC*OGIM%!m>3J(#>KmYB`r{*;mv-|Q59!$OPs9;a>(*H^Mf?L!ZvkFvoR`y+uKIT{T zR8FnQtyz$7@2Oo?!H3vp_x^pdx$xR+i>kuFsew}kQXik}XE`zdY|3u?*%p%*ED|a0 zy}k9zdY+l0rONSMnT4-pf2gc8+qhk0^B!iQiIW*mRBw*C=C(xR)s-hpOdY%uzO(Wr zZvMNEefGa>iy*y~u9IfAl+S+k!E;wITgvXBki9#eCWe03u@|4%njI58*Wj$T@f-hx zF3-ZM3=as%GB5?)+5h!)TA{`JX}1fmI2+E{Yv0wLsP-_TNO@A^;tR!>@)sIsZ8&pH z_>(lVpUS&kvFwdgBfX}j?B!VRw(S-#!;P1Rv@Wb^UgLCggMhYycZb%`tQ-91Yn<0N zo>*miv$o>agIiO-=p2%n8Td+q_lw4XJ}=Li&fo0+X6%gQ%lDp{xrgP*#mOAX8+pVE zm-q9oeEUqA*KxxA&Dt!lB7Ye89&TY>xI&xv=-vNb`<^w)X55-)$EO*)!Jjcq+xN~D zwYyah_BsE!39Gc9UShp*Up4Q>(^7{R*4v+cJYKupq2qdgHNRambG*#Gk5Sq3 z+Q!FD{<>}&CA8tg$63en%1+I?WygK6>|gOg|Me2i-?hX)oX_Kma}J1huAT0GM{?V$ zDLfo+X7J4Y(J8cG*;$u9(V%(jU3VRyS$y8}i^%5A8^&xt7NIN^DXcdJI7>}7Jb#fw|QQtsVLuJhtpB6hc-(bd3#TO z>XeSwMgA%YYq`65cw{0bJKsJ2YRW>dq@GlE=Y-D(_CAl?Fhk8!LUBt?+5~fWlHexuLvcU^ee1mk<5GZY!3djhs)1g98&-ydgO{=zs|(pf=$moaB< zsml@3WB!W$w`_yXD6I8Tzq(QOHv?;yioNBgud2tqm>-DzbF=5vsyzE(=e_U=lAZs# zB_q4GU3IRiRV+HPvbFzDkK(F>0+r=Q*G^KbuOou0$OvPgfJe; zH_%E4*Je${_jz3o%d|Lw{GxezPAJJgRW|nDwNtjc4lZ6*E&-Uw*g$v-H2dvyWuU*W~SwFeBYl|-(++Mfp&4G+eraxj@ z;wik73Jypq7%W?|WYW1QO|KT-Ke{pg;J%JCk?URObSc&Ar}TF=*~P2Q_-^5x`RJIt z)v@YHD!C^ks;0^8T|M-Icm$&Z8@+my&A6j;Nw@a+(GdGW*X-RKao%71Cyc%EOU3vItdCbDgnWEW0 zcb}WK{D06Y3oAe;*Kcma7p025Xw&ezz?w$Dk(;nVc zRi`7wwa#A`3FY~2_Nc{kYeC}Xed2^~Q#Pl?_y$b%3)y+L zr&I8~+t=1JT5P+N{&p@|9U>jIXG*~_lXKx7$6$UaHM%k_*EJqw^b|v2ff|X=13;J2feBX5#Jt|BT){Mm)`! z|69w(|D4LhRhG?e9LuFF!b;-huCqNpwe{Q|6BqM&OP;YY&EuZs6YjGzujjC;&rh** zmm5r*^4UJFonhTOqfxw4$bK#JWUIR?Lps-bHXKyR+4Sc33z>XR`Ewr|R~~D~^7wah!%@#`lfx3GWWAZF zu>E2~?xC2vg|`AOu3KJd_|-CVq95zAeZ0|&^ltAJ*ND=NQsU6uj zdgW$?2mVMjnR+m1{=rDGK$jG&UX@i#t()7^XV-bOF|og1-pO}$9*g}80h!PGvgwZ+ zF7I2~Hv7(=zK8sGR~;2y!1ciO`G-SIOe?d6xBqp%uEfc-)sa7CTJA=_JG;K$cqjQ( zG;d-`PYl~qx7hmL{S0N68#;d4n&@t*W)?e^@yk2t&=bwddGlU&E)(+cxVbHfE89oe zmc!FiXa32H8wK9$W~!(4?A6P9e&LgFXW7Il=Z~M9vhA_wG(qRy8J)ES>Yw#5-Yt0a zFRMj{;c3p-dr2FO;*~pRmH)G7?QOehw6pFaH=9Chnl9_SmgYc%cT-nuKi6k9Va&MI z!FJ=Qx`4p{-auU`PXFbrJ1rNTe0Y6Mbo}Bzri0QK=LfwKz4xhyGr`2pLu`@R^nG&` zH@Ho1>0I3=B%T?=vTJj=!+O8{{)!qpS1y({ru0Ww&kmDd-d~c+$rf$Z)?~$=E|%ye zKJBHo8Nag5m+5+UEK^k@>~l8l$gY3D{nTiK@>7?ED))bt-Iu=pcES4VNWa z(mU5B%uQ_P+@e;p=-W-Fq;QqWDWAUkoVciABBr=@@}b;?lV%qE-Kv^?A#vL`F7D-5 zUuYGl9EppLul6`7BFnu$JVf#Ucj&rI*1d`W9&BsO|Gs~jUtJ#gzQ7^(=;TSK-MaXA z=Pe1CrYpHVkykD&-g)K2cdA0J%W8eQ``US27w&H5 zHSM~_6}{lT;fITib2_dv%?y!=>iT)`cAf7vr;ZD)od0;)%-_D7_S#7-IL1yy&F=2% zl~d+l{f7zriyZpOUdp~o3Ef|v@a~=Bagp1XKJ3xCA))N29jB~RdrWg(*K*5{fEOXcwmi=s z%(wVct6TA<=UJiD$8}GFH&2@Ne3i71(U)V3c#Z6jsMx-_8hwD{)bVepdmOSoyf=%T zzW9u%W~Sir{bnkk?kFDOd0IVPrQ?0b8->W<#+$#2>p$7FFF*I?oaf>99{BB__0DO( z>FfP&Yo3XO99i>d-KF#OZ7cZOADuLunNa)BL4&tt)(w8!*vhFLN_ngM!c^v%rl0;h z?d8js`P$rt@;eo-u4Lw0zvOb}F>m{G9!EHf=B_(??(65jo)!%&jjz|vntMosY2mdQ zF&8bpm)5*|X0kz)tu^RV(Yuhp9QuV@t8eDak!P!GEBLRzabhZu`j2#5`-8DBssfoV z8wE92ux+t>sRO@?0Y!qWQtgb?>*oc6u9R6{T}b z!pzw&b@Q2tcTG3$F3sG>)h{GI=Z3yR09za1ic{60&R^7duglF8cYU#g{m7~-ZI>o* z2$J!UuwOjsnX7x%I^pEFh1s2MEFqmng$yCTVik8^E8dy8tJT8Fol!tJ?8CFyl}5i~ zzrQ~fp?M`)G_Ky`h)(6Kkc7931&*HZxcudZ76)6F)ztg(o$ z9J*W^UG`u6Wj?RQChUf{#9AtHf5^Lr1MG|7sB=z$v!hbY?x{INzGQr zVbknO+|v&3e>>H?SZ%A_9PybvA2h${rl-wKkhy-s=I-3qDZcY2i5h(8H2Itm^3pUf zShet|ThEV-YwOK5r>~Rmx-*|Ij&q|`XU^N5!Mo ze=Ku3km;=WKg+1U<7uMEj;}v_RJZJy5M-{tL|ONN|FP#nIl6Z<%MugbxhJhX6|!Jb zA-_!CrH5P#GVM0<1U}Ca6SDREyZC1J-#p_~*CJV_h({B_-SQ&(p8rd+rN8y=9*3Wxd8uZH3d@o+iEaMNec`-&8-J^JU{i zL6xVdA_jlR%V1|>&-Z4y27Hg|S4!v+qf6TSG_o98{=jYr({{cJX5ZTV`q|Idtrw(GA1oQ-2xxwysu4*R!I!9|XjB=x^Eu34I0 zGL7$?$OYG1A%bolHx|9Q5?~dixQ|(#QE=&0QTszLrgpEobRp-(mCjs~-Qp*vA9|sk znIpc~hrRse;ThR`tF!JH1W!7w@@{vL`{5-XF;{QKzRt*Tv{72H(!2ioh5eR4HklZA zZJf7WX_t{OqlQVF-l9gm*n3&2q8ty5mi8>~|M#xN{@{VcuSpx5_LTFuhxRZ`n6i1< zu|@L_zZ5&n^32a_g6oXgqL+?pbOog^`oY|OW^MY#^ZRQSPI~_6`;)8OnlqQ(=VvkG zV^ZD~9%M67GtTJ-0s&DC7?M{Bgq7CKqnsXC|NzKq8q>P>1GhvY+F zbjVSkxWok>gMlaIc}-o_SA7d$Q$gT^Zx>5cgFjehpKs-Lrpmx_NAio_6!o zZO03p8rzRADAjmys#AK#+f2S(`-*<&eJ|#(e-teBzGRrD`d}@XlW|gBhax%vQ*{d z1_sq1{T~l}_u*=f>v?rxPy4w;>_y7#f^V%;J{c4h|6&TZeduCexIXpw%FuHrOD~%2 zE-?Lb^Zs%P-p&OxqfZ@`31<_`|FiPCF6+zKMpw6QEX;feCuzn|}!%UCpVdUnv=7it~O z-}^2We>fKXs>C__)YVEChriFb*XW#AWZAG{?i8&AyfOLv#Ho|0VXeZ4N? zN6QtieEw|$#;pgi=|v%0kh{vRoJW4Wcq_@i{6zU}q*zn>Of|6?QRba%z6 z*_oy}CLx(;_Pu|7p!w&LK5O0075h20UM#FU=%&ti`C2R2{JGl8mQ;6MoNgk+bZ2R` z?EjD5Q#3S6HH!XSJN~+@^0YEXUuy4;#Z7CiD|phAb#mN^tJ!K@K4=HLEx3{GRF&Oq?x3<;b$kCut4A*-p8Bn?XKLQw zU^XXbeb$RowTT0uS6RT`(-C99shjxrCD>!kM{?-Pnd3(PYOO!BA!>L zeDUsIfe`U?&wN+2_AUB#QhVn)@zWbR%Wbwg6-YYfik=q@(@!|^aK8P<-;$9NZ|#`; zYgx>-KWb+Fuk)v~Y~?X*`@KrEX1kv26V)R(gTj{gUAt1Ts9a@I5L>ig{eg?yY`K^O zCVM$@>);d=l4&V)ciT2vWjt|;JVxHzTBQtm)jRO z{zzFPX!3qb$T4lfT=orrqyIVurOmhbbv$*KQK_J%^n4e#7cG|N-;HLqthuS?Ra)$JFbmT&2%>CEoX2w&K;JyXRTr zOU#y}&)D_(-Iw&h^|N)nkAFVXDP}MFOIvYs@Vk%S%Ky);ImUC~NeiO3V4y0S^qPR7=MyNf*g{y$#&(1*R+YSLW4{>`TG)y~__sC2C?&$Ec#8_56sVI1R> zW!q0nEN46aF-)w{Xd#cvQ-R+JySR>C2(I>C`%d!VnfXs^1HLxjzdmznfUw$IE@Sr-c$O7$y0bQHQZqAmr+&Sfm zf&$m+rOSR>?D^fdlq;v-dfT+;%&QNrEsNjW`*)qh49~<#`HHVL-@U8U_dxHCN75!c zrR5xd9i^52p0W`8cjkKX{Z{UOLWQ>-UcbJ0ani}7OyW5=Y*=1Y-`QQ~UeCSrXL5H=aPl!YFPaqS zG37FU{Z`)DTtEMKYV1_2Z1A2H!jZAbn9Fo^i`kz^(vg1z(l2#)z z|N63;-+Qg&KW#HRQh!j5*RH*)sR#Z@sC(0d%z@2DUaDjck_p7DO?suvr8=}hAre@aJYRz z+%EAGx37yHd+st@qbjp$Uc!;{?vcsjjAySMJ#l*7{rA65Tw;84Wz~$zA3lyd_NX1q zSSBo4F3psGrT(Sa-O%aNPUU>bp02m4;!id6<_Cd_PuE}UY1FKB;F@qee(y0QPf6n^ zr)*cM>&{ubfxCWYlDbGZyTyJN1)p^mTVHbsdLrux*VoX zuAArAK3K~0f9h(sgGKU!H_b~7 ze4pg>hF@H^cD49r`CZl>Z#{dtatwDeY@T&^`Lo@zhqP**=(eS>FX;O8jC*%5tBU8z z&vRFEZCw(X^?#~;`~ml~$5qyN&x`$Gs~Oi3lJWBS?}O_(jx^jmCNFwgOVnYa#jSM9 zoYMJ;3xW<8h)y^t^x`S&>&A043bSv%b7<#nO>k<>4VfgaFtcgit zS@#1)bLGB--7QupIkXswBzXi^eKY*3QbbmCp*}^pVRl@wx^m$i-mffO7*PX{KC>NA)K9i z3j+IMuWp#~-&u0?p{prRE*YD&v7O!2TQ|SGx&5Njr2Lz|+bp@5ta^3Ao;^D@NkyF1 z)F&!_o{qzR{ypd2R$ln|(3Cr)YgX@1+3#~BCcl5U!D-PQ#v85^ciA7_ZF^~6?P}F~ zbLY7lN~)>1{95U8)PP|<2XENR=|*Rj6L$tJK6EKvs+VuuhIJbMy1OUM(KU{`Q+sUx zy=7-3PxQXOeW92y`PC-=-W|tmO^eyGmX*pMe!kb#-NT#bNQnY}>e;({zn#l4*rRZu zXRnR5)`hPMtelbCuPmOrrhcx^Bd?jilAne=*?eKjLbb}uYPI-pM|YQZ&dHJfc=Jpc z@4FY~ncmw%PaZhGK<4T}8>cK4|AKZ#&sU-;3>PN2*Hz}-aNm>b8xi%T_@^TKvKL$S z9?yGM=@C3-k6c~n#IijH`ZsKx(I0wGMOpK`b7WfMvOV!p_Z=&j+-LWetv%^~Y*WTc zy{g4)U+2ZtXH1lEr%aY~{Frp~+KVfTtn6QQ-MFyI^;FS`Z>hRZ zrL5Uj%$iZsy^Ld_A6N7S(H~|Ls#Cu??~La6oy|YpLu4}VZWWy}TXEJq674T<%@SIu zD$G~3;?NA){uAX<>sfZx3r%vE7IH#;3HPTp=Vg~@ocq2}=}Z1+U9(HArpG7thUG2U zGV5UOq$@weyq2+h3;z{+@)4G%Tdez!PfyRD+P2SV zhI-(YvWohmcR}&)X;1r24!m3Hk}Ept$fkybh`6U~UcWUdlbP&%P50QP1uIuy{a|!q z)})=+_CI{Wu+%=#Ab0PlfV^WCA?pvkkNCIx`rnUcJZ6ANIWdW0| z)`N195UWoXb-A+3S+^Yj_T~LK`wP$S@z>R6{ViTAJlC##&e{1pr|o#LtUo|SHgnID zC(B-3N;5nB*y#+H_=O24WHZiW`Wc%+|WSKZxSwJEZz@Tf>iI+J-X=O4!J|JB-7 z_+Ai>JT<5HFh`x&qpdy(3jQ4paeP;EPi+61`*_pMptgcCkLw1%FC2edT)DZ{HKgJy z`(&Bljqj5<7PKYXB(6`bTd#7o`384OOZFCiS@GNRZan<^HhbNc$`uvY)Q*W=;r{jU zo!r_<7MCyGq-x(?e=N< zy{lUsT@%dy?3-?N+Dy)0dHS-fr_B@Ab-#b3u=e~O!z`0}e%Ys8c~O%;ytMy*$6}e@ z86)!@Q<-KZyqQ-Z62Bzk+&yvTdCs#GUur$_Ph`PV%s4;2&$T7!TCdhJ z?q%Ai6>rSU|3B@Y=GXg&cD5SXb)R(HAa>De)`BXouH$ig_jucV*(*15nUBtDHgRX$#O20@Y{tc{^Q=ph^SZvR zXZOhTy0kj+kgCUD14+g9+4Dc`p11GURsQTXY%1F>UUEBf%=)i_=|l4u=gxaB&)e6M zQ@DHke2Jt@|BKmm|C<>9dHeLp>GFD(F4xI2zj;+Pnrf>UGQxSgTio`rn^v%#n^uu- z$8|PN;qoF0=_gxLx_5m0I*Ikf;!5czi+d0MrTW`z{Sy8D)`i#WUyHim!p}>NPFmMF zi|P5n6M1$a=ga>*V!3Kn&B#Xw|#dZlf(V9 zM}O|P^W&De?V=Txx<|bK#@xMQ$+t3Rx9yZv8(Wtv`OYX?-@5LF>dSi~ zPSXyG{nnVVJ}Zk?|4c~%&*xfS;nlx4Cnd8~GqHupGJ7cV-d*+jj^v7<59_A!shKbO z#uo8KK6>IdJ{O7Fy^fN_Yzq=i)$$Toluln>t@g6$+vMj{Ps_#BJl`VMsd+9gadNVo zUHa=>wydc?tuC+IuvbdVAmc}jt^0ZtNv|I>>b<>txMCe1bsUL(?xDH(s;ynetJrAK zUu~}zJEiY)>UsM3)x29QD?L{7KIcEn%@ne^qy+`nakx$@z< z1;^*??$Y8}9~r;TmC^AxGhfXu76oac9}?le=jncq|Gv*}4x_ljR~~Muqpze?4lS*` z(Xe2}wT11^KYu!_lsiW>?D|QjUx`Yt`7Z4NTc18U`cmN0Pqu8vWM9L(w`&|^YCDzs zHt5XXU!wi|R>q@8XVMs~>=mvh$$fc#wZ*fB>7!H1ykE5|D;G|b-Dq%(?P-Xt$bZqZ zjn}t5W7?GW;goiM>yZW1OB)0`~g3Rmvhe9gi))$6L+!OYz2L3`NV-;hzd<+S9{ z=S43f&3#N0GH!ED^*y^LdGbI0=D&A0gs#~CbfLlh8<*z1dt{o~_w~8$>i&TLR~O&D zsC4UL(Sx-5Q}?Z6%B78~-hJe6Wq|#;*;~{-zpI3Eyjma{8Q6H?k2`C5nDFz0`4@lj zUy+h*{CQ08#m5AhUvoD(=P>pJnf%-xD`LsdKi~V|_KX=C=8bC<`;)vx=_GG~Fw)@M4iuBlv&yjW6ae}S>MrQ7DTLf~wn z15Ed&jP}MI(`BB0)xqE=Z_&#mwSO|!KIPo5VR`c0qTkDA9oluVE3M?d?cz;Y(jk9q z12|Ie*xeSN9qu8&_v^wrehT4gGxf^_-EHTu{|4?=8R2S2OauOnQ1`?@XW6Fe_E;-LgvwTRv}Ed3fWAOZ%Vb%!tphY4ul< z_?~|3;(~208)c_O99pdO*5Br)>>=HgS{al7Ph9d)_TnF{+2%(Bc&D3vz1n`#^@25D zeapljYx9Xqlz97KUqv@ips)k9zFQvbS*KW-I zHsh1Ft4fafg!>My3cR-#mi_(Re`9&8>P(A(qvsvBOTF?|x?etn<;T(b!~7rH+Ry!b z+j>Yic%A>nw15dS*lh3qt}u>$@TBncD!YO|GCd(jp1d(>e7_)j{-URoUo*_eJMe6A z=fR^tX1L8TJ#?|?h?#S>@QRoRLN+b_e^1|E385xe2m{A8lX1eB$}7&FjI$8(r;X6L+tx zU)M-dD|FKzI+G)mKmO>Fl%A4Dt zDO6pXD6Ka8V0VE^@o=rN!Kn`J8LcM_ z9kyNA9p|umrSx9KoETm14#CewJMZ3mJ?Yw{m)%E_CTV=JoyfYt>9rf9-c`##OM91G zv8<9+o~0=EO=3sH%f71$F?0GA@3-A`TFxG%R(+M%N$%vU&&7s@t`~nvi@iE?PodiV zt6$mbgCD~G$0q>oU zows8;@Av8mg@}tY!_D8drt;=4_$L++)Uh{z?az=|EbBNY->&!(ck%bBt^3{DIj6b) zU*UCu|HKrbqrX?XCBJhMdi(fPxAH9EMI2jR-&;0EH^KL;3jdkPg3e&BYahk3e?DZ3 z`ysR_vh8g6wKppLkL2cP-dNFm;)&m*c5|+4@{g^*%>3CWx`{`Fl_~hi%^A#(L>%w! zTlesTeotUu)1;j9@*htMd_S#syk(af)3>EAXCF_kPJfYn(05jCT)owf9lCBhhtz9C zB->7YkDAsMRBGn_diH164?W9dpI@K#^c;u5)g`|;X7jDg_Rn%w4?X@zs_CHcNfqbx zx%*;07-w?LT;ZAiRUtG&)sbPv;=5U=mw&Eh`=00fnD@{v%O`uZ?@sgMmT+z1jb3@9 z@zktW$L`in{IF_&9n+4ZeRkXqms3voA53ZwxpQpsWZML}&!PH)-xJuBx4-OvT40ql z`(UT}M4`z)pOhpWm)TfUFDqYt=6MpU?DpMXB@_F%?Q2o6=6rM{EpG1Qi#5+z)^}=E zq~5x|KTU4$M45=|A#SgfO?;fiYyGso9xM3r-M?vf*~GwLd-tZdk2cR?o+z{SdfMgV z$Ny?+3${-*Gtxb9B|*}fCE>-)xI5Xg#~h`!Uf$+q{C2KXr`?0!Xx*(S9LI7s@qg<6!(KTHN({LgzFyCGdN3>7chmE^x8F=_J(1D3!CmEu zb!fwfnK9f?YZOwxeVcKtr*Y3m^JixJYEo`?I7?hG+tM@wv>+AuE?)-7th;& zxnfbS6jXJ^%=^@jbpNPMSDxCbXWY6I@BIFK`iJ5tmFb=QmhVKvVrHb99Ce9n*m;(> z@%q)R?P3QO{)=#5#nzeHpY9ZO;_Jj>?bwB%p6ffWyLsi#)9ss{PVLrORV|$uD;0P? z?=KUBfON`%GcYX@y32_31jN+x-)Mdg-=?lC#{um$LfN=$^Bc~ z>%<~u?~AkS{T}&rh4t_F9It%uDbMw7Q`>^B=&&zayVr1Yz&%y};N^9X49-eu)(dOR zzaBf;xV&*=<+_#k_2(`t%+L#V+}qRm_#UZIWkntDti#PobgcMh~-Y<@4vbVdUHxyPBokO%q>@I`PuVrmPtOB@At1K zI@U~LNt@nx^FL#vW6h1J6-))8XA)L7IW+ZZJ4^0qoBmrtp`q08ntx<#=M6dK#HDhp zcd72FUd>^guO@8qVXu!xlvk4+Pww&Z+tD+H*44~w+Uu(q&k@;SyRd`(xVZ6-&4-GA z>+em?V{&|TRWp{Opi}bbfkSfl9>=Y?zqi>>=il$xOGN{53c1RfofO%y zvdEid(|t?bug<^zCK>F%AG-9H@RJwHYWx@Ht@At(!>zRFNl={n0^Y*`x31pXQ15i! z=B?B@=Ej|-#-5ttQ&R1oSALdZ$Y+mVdr$JkpSe!o%vcxr8a`~A+7rjT`UaEMS*O5F z=XQOmx}h(4MYcBbTSRT>)8$|9X7Y5$#|3sr=eB(f;F8vA*?+_#__LFm^yP{9zx&U- z{`Z5!rHn#0V0Z+nbp-2F)ztMun* z?mASxh{1Jd%<~Y<`%`!8{4||t^v& zCF{@!AKtq+7^X<_GSy1H+Q|AL?1bAwfeY`1a)VmV$CWw0`S@wauNgLqt{o;@RSRA| z3|pYVrYscPU%ze5KAz6MZbll$@6w}Q^g13jJnb#z_3^3nb@n|B9#`Io=ge0q+rP&p zb;I|jhQGNxoD@S6-+lVwBYg1eiJxi_}Uv+G-L7qmCN!M-V?fi-84FA!lo|{Uwu{7R92U>&B{ITHqg*o ztGE2u`P)KKp$WoKEc3tk-ZfUOTJq>w>q-fq8^07Ydi4sa{4vH=*$ntR_x2AyrK`wq$?x z`ls`4yXAq@UZ!<-^IcLS>(;(q$@XgFwajDLp&MCGU3S+iO~2l*Xo?k!#AzU0sL{l})Z7arVHms_XC5$|u*TE2m6%gib%#r(f18s9J9II&<( zbc@+GKZ|s!rpN!nY8R*mPnp&n)%@Y~6$!!T%Q$~t?mNEzu3NzN_s-H)i?(i_U6#$O z=TYjFXZdi}y|d@6ZUx< zO=kWFKNP+9{+cEBlXdp@fEY{pKKtF3nN^}sdHi1&8y;V*wS7XMBFlq6S9kLSDwa&W zEi$!B)649W&BUF5e`Ir4tUPV-Q-OQ?YUll%=16Ft)qbGUUw&vZ-``IcmQ7f;V&}1` zMJu%{=jkk8yRuC@W}D2ZGb@&ypX9glT9f5pRiV6Pmv#o6mV3@#+SobmXW|j}^e5lr zdea|&cl^)Py2wLg>6DxzTXW&>-nEQ}w*7AvT|FUf>!G@{MbaNz0}4#GwclF$BtAb< z=ylVInfpKO;0Sg2{we>!)Rce63M&=F59>F4D!S6kzwLe8nadwu?$x>?n)k|f-8y-e zmlb_lKQxcK>l@ z^zEZ!)z{c1M*S&ScJS)26-OE8W#`>WOMWct)l^cHu~G7a`(1aR%gSkfJc>F^ftoDg zt8V-)HG5RF{E%7tsnw^gOkbLpUVC#_v+wM!)!EbKxTf#O6=UXK$yM&d^7)}_S>WD% z?hW7E7p?SsoBi56ect9d_K(y#zV%22zu)TFd*sxI;D39Y=Is3x-!kh!I(C}s?v&ocXluOn@S8smTPMh$VM*s$#$9)}=K5Cmhs+y3 zvMtM7aWg%`mic|&F8*U@46L%6u62LV4k}y}?I%)(($JyB4Z<9WL=VU(FQ1zhB7b@E znN>y|A}4O}%;1mAefQ#N*t5*Ywl7j17uKewFJ8ZfGybKPYRKcOr^_`oOVvcVkN#`OiLOG&pKMwkh}@5q#hqf833@1-cT?9_%pBnl9^I)@1VT-NUIu zM#&jPvuf==Bt3c=FTua%&SuqcH&^eOi>f7FZVi<6=+u+jbVk8R(llxL@1Jiz9@=|X zl5Jl9)@!Srb6(UfV^3e&arcz1xz|5mj?pM>ppG+&;Rx%~LH7ih?XZH773Wfm{s%#79Em2rk zds%Giu4!v{I`S$+em?5)e&3}eFB+Y3TjA!d^x73258nS?-|XHJ|J&{ECZW|IzRXWz zlk>9k=w2syL-Shg6wBE?o=&_%`EzeQ$T|^lVjUxEi}v*!?Q<6S=9NfIoa?&9Rcnp1 zWqIa_#HZa`PgPnk=y|$s#*<}w>GktB=`qJGtWw_anC)UxPGsZ%RtAr{;ALmpB{ff( zPi^QAc{cGHg|r2JOef3?Wi=}q8!J;A=X zRI`;s?5zjSQbmtsM?^OikH5mHatGoSnrG8El%+V$(X zU)%asoE_o=Oz)U=Pfqyibw4bf=P>BjUz$Bd zye#q6LVwM37wx8S-741K&fcV9s?rsCAtd|Jzqb*r&NqV7m#a3;y<|8o?Yls=EMN@?1UQe!@YpmWlu!(16 ztrz4I@7c;LTxFZW?LGPK#fNcDUGbhV3-5HaO*?QS!*$}v^ABvqX4N(FZC2L2mUG>F zp;WE%F8^nLg9JsCaxUK4e0)>D@36iswTYgSr(CG*crR=|bF!wI_VtMh4}IfjU6}sY zRq9e{%gy!;H>|}U{#=;#u_jhN@Xhq(Gneu{l!%GQ9@T2FTe#tAlhCg`OE31DuT{_f z=jt|giubHrbmoyLU&oA-A0D$mURUwTLw70TE4kLVP{FwTRNjk(dTIKUOqPg zbJmUmkqO>YBr=cpD{7o;tbf~8^sD~Nih0tN*DbH$`W;gXJ^Uy|Ioh zxuS9Y$*wJ;_glN|>8&6ag-0@2OxO3+G)tl`- zZNzW?ly3R^Ep*Q0SH(|a9hZIH6K5+HdFX#?C(rD~^Nf$Z5Koh_G74TouAcQ*ctBXC%;<5p=as8 zFUy5KtL=BN`d6aqqcC0jAN!v7fn7zyKAOR z`*SsI8bp^XU=zZs}X#DJD z*5&=ZO2;l&h-XgJv0^^EsL9Z9?P1rwC)sVp#mcu#u@YP8ct5pfmfy=aE|OyRXXxBt z?Gx8Du~OH|E&o>si)f#m_hj=l=Nl>e_V*Svyp4N(aot`8*-1ygEpN*G{^Du;>)i|Z zRKGsEcwAd;Qro<5(yg0<<9406cxTO<;Jf{DZK^t!t~W(J4lnMCo#V0JN6xVQ^v3m8 za?uYKC8?fC<&&(k5I)oS#$lS6eI9qxk}p{&?$@1_U9MAo@4*J1Oh4sf@yphAd)14- zU2dY-?{-Yay#>!sAB?^_RK{^k8tH1?-&Gs_sCssF z9r<{`e5asJ>%YZY)go`rHjVqc%uMLrLLD@V)zt#YQhT>Dv>~MhtwXF4Se4Hy7?^IaxU;?v~Bc8#RA;rtayHHwbjgHQmXUz|EYr zQsj@P$FiKsCn6Rd`J?qOdu3o2XWgHhy=Mh(ovsMo&vQ_2cIu}7In;w{>|A zwo_YfOf+Bjbx~u*x7@o{8y$ZByU)0X_rGenQS&d~#E*{U53IUQ6@2;i=BL2it~vH< z?{*z7FZHZlu&U~Z|0mJu=D9Zd3?@G%XY*w!@kEDhyQO0q`R%0R=Pz>aqHiTk<}3QQ z@A~`hJqf3olQ!+h_$c`;sXVYW*y)<}2lJmzk|+6_FYv}J{Q5^xweKqr+rfLzcW$|7 zJK2erKR;I+^)%+`vZbNFe(&ya$h!IDP0HaL^CZ$#EAG7Ie5mGdBDw!@Aa+II2(eTCYK<-5LWH!teX{oS*Ax%K4J&C&jo>XLqHhqadS zXFq*buGU|CVjt%N;ZOBPeGVqu<~dKe_2}K=v%EdQ`3gGf)Bfa}m#pE~zC629_K)Ys zNhh2pYqahPZO&}_cy|Wp>L}0liOLtVyM6VxRB<=S8olCt_=RIri=n~3l1*}|+jVOz z5BEk??P)BtyVI7qOzPgUr{7ho(j>cfJ=<;mUt6VDM>HkAp04HdZm-08 zr}Ew2=}i^Wiz69$o`{+*nIXC1eJvy3*7eH*7HmJn8WQpR%c`kmXB8I^17dnIE%B`Ej}G1$M^PiSL9<)>VpIvb0Zs zu6jyt6XRvZQqOOCLR_{#@-lxuP`6v59rsl2gnh?6{{@R&|D`LjEZFzjzGCr`h$-Q( znRl@M$Z?((5+5J>xc6|{2R+Hd>1W@zF58v4>2*}TdbaoX+iZ@jejW&~HNLcm%Xz(l zxzYc?YkQ*hb+6f8z}M{`vT5_-Ltp1g?qTQpbTJ@gt>)hX0j50bo2gYC4#hPppVJ*} zAMI^?ZyOcna&TP$TMG|=RlV7s_QprA?!2%6{de*li(R3Or*9ly9?i7a??}zgmRoDf z`>R*Exj3IVwL>A&GnHF(@0#QDuPioxucs8e9xWH%!Ln_V&qM3g9$R-A2>3)LM}^-zom*CHbak@e`THA=7=PKlt$NF$4@v=N zneNXzRldLKE0>+ClU#3%QMAqL2hU!%o-a0i7OIh2p}Ox4>mGrlhmX{LVl<2R6Q{wf zrmU;+tAZ!-EvNQ%?}Z2a&y^qiu_{D-)dI04wlda#*2ynco~S6HM^i&B48+Aa6*n5zq8dR+YFi9s8U-mqtCuydZkfDJK;X-~3FXRWP8Yrk3s$b$VSPn<|70e=qij!ox6J&`Fh#BB z>E1c|wR%gYKA*eE;7`ttePw0u9@_1-%VScUUA;C}HqLR@)tuvoOaIj*UB4l)z(Q{J z(NO+RF|Qs<2qKb9vwf60&Kx|S-9#&I^M`Se1#JC2DP+Usp>pY-3@)rC8`@Y(*u zZu3R=+bO;Y_`JpJ;0a5~WqJD+^xFsge_Uzu__fZBbw5N~6@x7=teli#(D~=3(BJ;b zuUB3?R`FB2rn~XSVqsZMSMJZ=)je;{*653Ctz0GESNPp<^~&V` z{9XA)^x3a0i`-QG?bc76Y8jjRd6sb3t|Prcdp<{S_^)l#zw(Z0=T^CY8fIY@4UBUH z7X0U~F1Go|Qpwly=E_QTEh&5BOWN0(g6>8&p1k?Z?f!C=>60A2Zpp;IDmfQH+}u2gRj5+z3bEdJm>b-{p%8Qk{7%?Jd<(q+UGu#zBsa8I1`qU)1)W9$b$FH zuB~NtqFwf{3x3^v`lakh!c8641$V#gum3$EDR#u76g_^BTEt(rtA= za8%dDK=qZY#2PUlb>Z7fd}ge0Y~Fg!EwS+6tsDN|?@n16^y<*6DVI)~EDmn#Ds_Cy zP-1b1@8O@8ohJ^b^ejI*@!FE7N$J~TC(gTa{K6SMk=#f|9Z=2<};Zj29 znPwRtafgq;*L~P}O}=zS$Mb3IXUkLHeA_bR@-L6bvwQpIZL`0;r0mVdjr@}7mxbs2 zW0oumyoz}dU!ES+JRb7Q z!RqmR1?|rQE41yi7TcVAd6iYTG}Gp?;?0Fja#`k;J-m{0mA1!hbbqHeV~1Cvv&h}J z?JuG~Sx!B!v4$^K&MzcfZ-)G#j@98a>rx)6_ohGRP3J9l+9mdAUh!Jf&)<|T-uNoa zcqFpxr|LQG%C$l<$q7>}9-cqX)fV9?n6YwGwXmB0;rCyQE@s=EToT;Q@M8TZt+K@o zw*NV2U-C&=`J-_1oDkDDXWyt)FF79dwnzGpeCG0$=$MkW?ANEW{%W2#nbqfAuit@Y1_xFD_leKD-XH%G~ ze%b73TTkVYRV6c0?#vD6Fh3%+F(c9S;q^zx3o1>|wO+pY&!xt7T1QXBl#p*hS_)rf z?rtsF6Mo1t%=hy~57qhN%X1DoR-EqrETtN*$-Q=q+9U_b$tE!~`S#dK7jBA+>^!FU zboS2IN8bJSS$1z>%Fb^Wnk#m%N%WrK;KKJe>dv)~*%2PIZycYHb=!XG#>Gnn9v)v} z%6j7_!`<+{fLfyk-)0tQ9T1v7>;5d+*Nq`5P8w{VzQ4O;@!iB=1&4&p5yz)NQy!aV z&zuk?JSBgY+?+K(l0+Gz3cUh_q+Io9v85@jr+NY$#S)9w`Vc4p|o}&m#W9y zO~g ze=c1h@UA;^iuQz>y`En8TZ0S_@J2X9@~QNg@7TTP=A_SI?>o#^Zauq?c^>OTe%VJW zO6K>r%y=`YwNc>AjCV7i|16MOyKKM1|1$>1G_sE$>gs-|A=Z5R*CCnj@8U$xEN*&} zb3g6<8qf5zLcBY7&Rw-%cc#j>Qjc|c6EiHd(|_IOo!P85b1F-A)?YLCmwT`9MFiI| z&sn!^X6A#gFU`fX?yBEe7&LEXOvV?{M}B5SZbiqQv3!Zz;~am-;kb-#?G%oq&tC1A zyHhSS@WcL>>nvwo+L5bpxNfJ!ly?^wJW#nTUzIq0E5D^L&yLH=Ue>F4S<=r;><_m6 zcVpG3;HQz%H_fkcc}MR%y8Q?9wuHtni~Cy~k}h3+Y~I8EUpMzr_CLp~=?}trm>u|@ zPAVEKFq(nV06Qe_ZK{mssbg>{!=)$|&JahG3vmYkrJTUz!< zvMe`r?w_9YfAb94m^Ej2X+-66hPoO3`SG=-fci${rx#LH3!aCI{p{ne& z&I^6|bzHSjNp5|W{jmefW($69xN9gEtI1iTp0p*QTlA)h>o(07S6P1Ue^A>RD1X&N zWx3bX`go72Jnt6Co?E};;f?bvl~y+G{rYI#_BURCuk3bGakV=6x8jUqwP0BP+%56j z7KLz3ejlx&a!}jB;n2=w(LsX$G+isUa9sLs60~$~Uc$Tc_n8m6e!J1z;CskJF8yB4 z?EOF8eOvGAwcnb*J5%D6%T<@#CD&YLY~-y_mTZpds|mmU^ZDeAlJ0%`roX-SFmcw7 ztA`Fq-Ff+q;r6S=$98Ue686&OgPHUChCM}1Ilm6e^Rc9_o609M_a9d$Cy&FP2eazr z>KYcEysw`lv&;2((KWu6uG`f9O@k94`Mt#4nAVt@Jlf4ka`=ZiR9`!x6EGO1{!gvfn0 zu6uF6XY!h4t6fR4`=m}J+>83cuW;dJ@FZVeyU4NX^Pwx7r&gDQ&UED5)?|Mm z>hJY!QFaR^+f|;OxiVSlgz)?bN!eTKzYX3n8F(Eoex2HQ(f@V-uH2;?mXt)V46Hb( zHTm_T=kigyTP{vc_YmH1>sRw+ny?`IIdS7})9%Z!i+xtNtn6`0js9-->yYPzzum=*a=`_xZ{DTe|53N_ z&BW5Kb19LQ`FuHkoo#JZ+j0UA|JK=MuqK7$d4AWbD2?0q4u$96%`{G&KlSkTPW{F& zXT%&+%U7n}%hw4Zr*zODdMlsfw<)dSQv@~LwJ8bzAWq+lv^lds?uTPU$8cS ze`1-+>d;4a<|c7^#VhP4dA^eSDBPCpoi^+9{j1pz`wrOgykK+ac06wuDf32%ImS{T zu_7q0BeOM3Z?5C_jsGJU>}>-QRxs)QkJ$dMYdXh8Jsu9DJD;PL`gX2qS^(Yl|?{Vfh^DDM6dTxq=g6xMn|#F=-CVl!%Z16WKF#{_{l=10OO{NW7+3g{Z_DMr?4w3A7H!_2#V{@F z*YbZ8zt&uooBV2pGtaN$)B|T_ZG?2T+Wwg=_9(;l!M|&(R&&*={ZxJSetl`_yvk=! zkG^dby3ag6rKPL;M$4@QN8PPETWT!dd^#|F!m;h{f3;41EHkh8;`d{xOqy4pZ|Uc_ zmJ3~zZl!j%yn};XG~bpCTKpUn?uMSx3k(o&48(b?wsx-Ua@b-cGx1z4~aq z&C?9_fPHF{C6`3JsWdr1*(~>vj=o4!tnRZ#xo>BlK4HGGbiOjOl4eld$I$EivU${~7CjC7Zqn1ESna4{%cdI`mSwi*On)wS`;2PZW8@*STm?zU6Z1 ze|N6urGz&>S==iY7q7SV!uAX%J(i_UE=s4ad{pdlv|%;7(M7($w~Bn#)E6E(s2UM)1p( ze!0qrx9m;UED^tY?9cCs$Nv}`S$Cg){G#ed-rTbbR(glpn9bjK^NE>(oxZvB^Ns0i z8Sig(y*9b}@XpBv8%rGz$bL^-lkhCT>K(gc>mT3c0f%qL9H{we=*f5{a87Phoq5@W zx@?X1!~0s+M_80+-dXBd@kRTL=cb$At(w12sm8z85xe0XO_F-Vk}TVP`!r z!`@eGMYRvC$=2Ak=1^Qxu=Uq!vqa`BHJzzCb-ql?*Gp}UGu+O1jbZuQ#pYH8VOvWa z-<37a=iCq*y199Q%=--oJl|_fSznbcp0%_1(77ASFO&#Q*INlJSg33%j_0(>%w!Ro2pv7{Zh6rp2=OcUt(VWksHd!MegTJ8#njc-8lX3 zZ^elZDST6Y|319&5?6`ihdCABzdvER7nRd+dar-`>e*cjV;9PPzjtlLqFG52B?c$v zoi@<9F5NddR<6!%eN>gtdGV(nR|U)U)Qg5hso$>1rCi zXgcM5^YXtLU$Sbq_HxXfpPQQ~uN67FZ~wBpiyc>Mu2|zTov-USXIDtliTlFmHsq>& z&J20-hVN8I;kB=0jwDZE_bW8qEQ&s#Q9lta!Hge zZPo|F&Mh6mPLIPnuZmS(;a_=U_v0yF{?)lQe6z4*Q7rzyFFp4E9mOlJWn-M&78R!;{4vwwnKI9+wroO*w2WkvwtIO^#zTDt3ss9oWfvNP5kE&WOA{9%lbo z?#V2zsStK@nS1SdLtCEcjzfvDoBa;mxSx9c3BQE>_a}QUtXbs|p(t#%dGmBnlagl( zk8PCNne@CfY5TS~%c5gt9ahHW@#m&qSvzaLO{9ywjjBYNWYXk+{(?7|KA!6|4|boT z!7j06y@>kF&@;tPl;?bV${Zqm^MuSUgC7ooJGJv{mj3OLdn&}4u=?eq!ujITUv#=c zwWF%n3XA27=S#1P$Zb-|Ir>@mW8UNkQ{Oa9U`Sg~zdLP;n8Sayu7XDyvpwHzOMKbj zV-)2ucRPdRJOlgLyEX}?GpKcE6H}@xd4O78`GY{R$NaOGD=DI9IPF|3<9o zvtQy;_Q3h6ZznA|{h(^e1nsS%I$1kj+&XgP5c6y4paqL{^-H2G*2o+=er2ESnSYl~ zZhzAw$z`%Kv2~I_P0_2m-3zq7yZ`)HW6M8n&J(Gg)r%jlxO-{a_ExT|O0n(j-eGr- z+Mdd<+-m;G^6iS{ig9Nows%Guez^VRnDLPxvgc+zpS0WJ(4{j)ht@V_|KwkM%eBGJ z#-?0SVJFY_s1^TjBtO|Ok}KPu?3Q)1>NNkwhaWF+>~G&5 zcGfaRZPdGXO(&8FXV4!#{0#p~}B$6vjw{Aqz|&Ocryrwv}|v6G7gmwxYDJ89PJp!G)= zCI+;Nsy>aid3kPioIhxdMoEj{hJ|V4AYRkPi#rP%SB94{aU*uNo2VpmDJ~<5D)4w)VUC?DHk!_!};^Xfey@o1F{&$|- zah;JiFJoej_nXb}-h6sa`l;A;nlC?QmpjjmJ;fF(=>F``v&1NC87@8Bt1i<+f*$Ww zt;l?Fy`Uzj_Tvp%gEjwGJ+e#aHt6)+Q2nD~Q{c6K+YYHKUJN}}sTeF>P~g56}GUobck) z@;g5HOBLR2&Ck7?oHgghtton`;gtn<9BRHSWL+|Q_VVCI95Kl%1rd{MO@#LEOi6V6 z@>#Pd%ErF+mvP^ho41ZCr3Qa}e@L)S$LhDo#CdmrU1RlANszu;a9=g*!twCp!1ogr zmrbqJ`I7jhBk1786H$#buSc^!bBfcPqhOXi<5p*6VCvl)KGXdUpYV*De?h;B>1w8M z$dv@?AH3aO;s?s|p3L^mYp%A^{nPf`K7ZDiWmQuQt7iE7Kl)_9V1D*H%bbS#^R-KD z^PlVI?mg{zSomquZ}zV}E`4tg%*oJ{PX5ZF+aahtCH+L!qxemY$+xz@J7HqJFXzFU zEgWkd+-5y3{`)iaCCC4hJloD5zPs_8a`mq;MZxo{{_yTki#xA!PE;naXxZX|jKaob zjbDZjf2afqFa9R4c|vi*t2J-ZG@b4{ILkNRezaq*xag71LCg(PzdsB1Y^}X@q#*JK zyZV>2+16@2d|b;lFYVcFwqI^R<*S#=mSl+NZO2zSXGvvdQ+_wKvo5F^lG?t=aij{^Y%e6BhTg_Fl@BOmH-u zczy>rTkVlc_0#6e>Y5d|JKFNy%HOO@vV*&Jq-dVmF~juljIcjRv7Y{tHy$hq(a_i` zqvP$n;7(iaqIFj#1&(~XCtmciFX@f=R(_#7k>kVL_l#ytNiY82DSGUdWd5^;r6+6RX9;&a+H}@ot;>U3Hyo5t`1VfO z^yiJj(tE43Io96!b0qn3Ug)`5kE&DV70$mkY3i15 z^L(!^R87<0d-ZEca__-Pww@zA@xi4r8`I?l_fMA!*WUHp@_*!k-L`?BwM;v16hGQB zbGyn^lNmkAJ5YMYg9Fm-)1JnAHCgm96=WZMm~_AU)W7G#N(Fga+1e&|ZK=0) zy{8%(|Bhiz_O;i=8}%Q>zrAzOqHtBN`LbP&Ssh6i1wJn*EcmeFt4n9=V`k^HzLRc3 zN&BC_dn9TSa@hO*uf|AaMjbabnZ2z4I?nFC@qgwj?qgQ>?r(l7#%21uP50y5j>bb< zuXXq?6n5X@^z(FV;QDoM=drR!9B=%^!F<0$#X7e0(aj5QeTr{-R?nEQAzXpu^y;!Z z!e@IugXDiU>0H>q{`?Hf6>&>gbnZ{8`6mC8k?VKtigOR&gcwi0^ZH@<=4cCP`v8HQ zS-(Gc3TD0Ki@kitQJbRcKC!M=b!`{J1ss@F}**Ja(5q|CYD3rqO=$7;b^ zYlT<;ezVnQUuC*wfz{UBzJU8T<^EQMcS-EA z+pO*1kNlXo@yFaA@xklUcVklt1<`tIZ+Zkecu9Kdu?`n0-!gY+qaF z-&^qB!hP}^lak-;I?;xKP5hy8Z*z7rn9iAYVaKC46^((_lXrYL6ts}E>sgp!>1jLT`m+3MsJyvncKJBPqoVCLT zu@_5hC!Mmqv}>h+`IGO4d#@Po{8D^Xul~h>1rrO7D^wh0Oc!~4==GbKVe@{3t{1zi zbn;oNWUy#xxkBZuJMq`KG~dkqbRzBgTXtLN<<~X(V}2|CE#z%2^u7D^Q+(;Sq96Hf z2{+gNe>?MX)Rg1SD*MjVg(#ZcbJ{F$@nPSd_aFBaX)oO&e$MdJgw@)!K1|j#nQB{uu~Rn}lhc(nwo1>VIc6m%W^f8Ro^)V+zi!5=_~y-Q z0>>`AZ$2ny=CH5i5BI#VBxlb)jp^6#di+1s9DTq_J1=d<605t5&382xhp4KT74v-l zD%)NwbDc@7Iel4BxW>Eh|C^4VYmc7Bn$r4ik!1Gjg?0igr%q4RvDEeGsT6qdk#|Md zzL_PKeTKQ2;>9TruM0XhTsx`x^6%N-Cnc2^#XgX;QMIQ|^%RaK_nmo)a@G_VG*I?sfzd)ycTGjf(Ei4Bv z`k$+MdM;BaGi)L6Cdc1XpL;7bE#KfS+CF#gG7E;~+qU=QtY5Wcwzsb?8_Vo+ znTMOKG_TCeIrR0aaj?OblN--!v+aA$$`@Gs_Sw;6Z-hddKDnM}-yEF0?d7ITC$%nX zh@X>L`IxD`?{LkYkgG~}tX+fiE-@^b>k>)_JhrVOi3bXOE6w`uA}5 zva>?_P5D}msp!m`eu*omW8R^LMLcIzrazW#Q7`k`d{Ix3XN7(e)1U0T%rMzNPMj^z6_|5_!8e|Jp}r!kmvh^b z`gw7MnM|AYxsF~B&bU(=zC2>9=XLojjVd*{9?UA2U%y?S`@nWjnsBqtiq=!!9o#jw zU2>P)je>Rl@a0cz-EI}9ckZg9ocqqJk!{rzx_fLhcht`;@^_MyP?*m;Z$f566_OpXa~M7%_7ZobR_AqFipVod_=w8iLMuEQgd4dNWkE`SxEj5)-*?#lY znGXFejA6G}PuE{`dZr$8c;1?y0$$xVs!WeOHqB$3JI&16s5jQs;Ainol}NQXk6F&? zm+TrvO{JdJW}coORu=AVmRuTMIG@R5@!f*uzkd}zXSVU4`$b^B`WyXC2lsZAh+JQF zVba5@+qp~~r(-An>=$-@S?gdse@Ewrr5SR`x4+EJKI?NeD(B{fq7!8sRt5VAYT6yY zuB!a?lS#UAbBXEk;@~~|+V$3m@g?@F{JMXpA@34{%G3V}6D>5}Nd^?Aoj9KDR>9C3 z5wd>1_;m5Nd{xtQg{@;JM{#g=wcPPy{nqGe7vXt-#RLCsCvUCc5ZHTV#RJuq@-Mru zxfV-3kH4FJvsQI=$;q02w@Fb8_@iZW_GRw!N@(H!yU)HvkN>~ne|D*fdKSMp#a_KV zd_P`@{m;V-_fO7z!1l$x_W0_|oh%7uH%?eQc&vYEcIBDel)DL2CUVPv4F`e(ful z%Pzes2N&Jw^tTBvuD-Zp(#MLt2T3d^)8#UmEhNg@ww>`>rMq%>y3?(q_h;o#Z`Kwm z+opM%`{7xowJqE9r)`$p&dM=s_s+J{3-5}Q{5O`Eu-=%x z_QL7gQa{agyQ6CK*0uk>@~mCcKHqq{`3i4|^*;lX&v#ap&zFC(pX154psDxNSKrtB zyz)kuN#Hd5n|;f9-z@ZyNd5EarTp#1Ctp3^<9RzZ#e8dhou!@M#jra&L_K=?gAFcN ztYpaZ*u3oD7TYaf9Q_tYRpf8_Uj0p=Sk%u-;mrZ_Ws}t0>vtD(9ntr+W@um+T3g+E zkdH5?POtidCDWwi!QM;fbZ?xfQ;i?eyBanSa9nC;F1V`vfko3ZK9#mJ^qLs4&B4 zZdZ)3*V$L>)4LbVkKb_Uq5n^gs(glNi}`LuwKW)hytZzF#v$iDGvq77URPcWeA4!$ z`MfE^)(^68PVG7SZPliVq>6}b&i@<|zoxZh&3=A5OOk7GUr?!9LwjRj)2s=voEBv{ zt-W`&*Xc@7-R^5w+&AY3{}Ooh@5q18Plt}D2YwVPy|RK$(IiCwx@yA2$#(4W=RK8# z7XI0>LPR#O)&5Vgx4yNG(WOs%jBU$zFSa*6yU|i#q-rjQ(yje9GJkJKuDn=nzwLsJ zoZ;m&h8tqg`U+Tyn^d)u{l$Yp@{kaBlxnia zB|aCSTleDEHNH8`s^x#9@q}Fb&i_$=C(leyjuF07>>H}|LHg-z)*17j<+fxq+3Ur| zI!WXl*K1gQM5tu0u5YSqThGx5&bg;+uWU1xd*o)MdTeesN9082+oz%|mQ0>$@?QJA z!0H;`?6tK*#kSqIJN752uD+=BnSIX!ZC=k|G~K$X@D{(P^0L&|=i`~8 zU!I%MY4fJ3mcgx~vCg^u%Kkt7;Tx9K-HCSHeaQZ9w?_SHj$=%+ zequm5uinb%w)L&{XP3@e>TIpL{{`p9j;AFD!)9;aFB$vBxbZ1_^PXoy?r$D7|B}qO za_3+)cjPMGKKrJtscPrupLuI0-}`)Z?neE^1yR-^`~jPsBGW7H|Js_*^H@15e_iq; zV=u30qqm`xg`S+SxO{EJqU0YN+%%Uv&*Tl;GFL|ME%SxtekYgAIiyxQy~`j;`Tjzl zvTfH(Kc73wH#;apx?@LP%}$dSbsR}^mVf46VwCaV(5|EV+QPnNT+Uo=kgooB-+G;; z6=6l44?=Ei_!_45vFC{aYwMcD`HZuXJ@Z@b`Q0@o&vyruPf(h* z;LfWv^8=JuCwN2&y8noCV{QNWzvIubTZd&k)@i9q3cv1|Jl7;})x&IjnO-2`_9*kXHA+|cFsnysddj8lNS!sb_>^^ zHG22?_)eAf=UoK6vS%zaQ>bsu{&wI&7^kA zRc%^wKhj4i)5|PxtNKxsHzl4n|1bC@y)&yg7BuD6a&hhKqKOwwn(X)Ka0K@m?$6C~ zk}dB(`E-;0?GV{n+dAlTxaGU-nBV*k+Fio zg@C~Me0N03>n|F}97;d(QQ6JG_1mHSk^j4HichLL!}ar3Xzb3q=CC%Z~&YBsa{yWwm$GhnH1HJxgYW ziRTJ>xQHIu%4#R#*~Rd(MdRs~7k9LM?tT|#@@&&+@;I>F^Lf&zgeZYyTOU8Ty-?_a zz)$l`*6;787@{O+sMey3-T)uk1GYq1NywmaXCDIZ1_;W{Vi}e7xH>|2O*-bhBeNs}b+cl&sK= zFE8;Pdr-G5r1?l+vFPrMgAA|dwQPRI-PQN}Pl}8&)1I}PFE@182yz^hdbZs8`*p9S z%OyW8)%msNKlj~JEV3k(if-Ih z_Vx~E*7@bnww_Y5SreaC{kZd3{p^DrI%j!E6f3;JX>SiooI%m&`ztw-IUQtOo z#Pz`Tz`L1q*v`w=&imz7@prb zD6F1p`CP9j>YaF@6&d-dNilvG|V7oQx{g9T8t#*ZjTWGlBi?rxSvw-8Oh1J)L{* z)-UJt`(HlU&^@buP0qhJo237n&nbLu;&ty(#VZ!=^;0wsE)LXr8n9(0Bct;<4~Yr3 zlhSX?2<%(#wMI1Scm1>XyKes!di-to>?fOV{F^GraU?)M``6zN%VMYJMcz}E`FOYc zGyFYid1uS%zL1{Xksl3BP86p3w!Ju_D*fR|OzCXfjP8qmN^98pT0Xi8+?+eV^}w-) zCp*0S5`EMaw=>&{&oOfDoOz?TpTW3qZ~1~RMxXm*{>%C4{rR9VbyjGzOxxr;8&c;e z=)O68CErPnL%dG=&g1)&CkEa8&mp-}bOW=CrWeEf10CW5S-b{s_%lx53|g+WtSW79 zUvJ!E=7p>6#05&(%UEnDJgfP~GOu&e{rg3Sjd#rzC|mCkX`Y{-b6NS)q{PhA3+?7A zowu*eSH0#Ds_)cbe`A4Q-}D1}EPnPIWzD!9^<;htNAL0Liu%3{0w2@+o=IQXxB0}9 z54x{8YRZ@2OREU`Y^{1ZM5+GvYVPtV4#QnmtLCoV9ozZfvFQ=UlddvlWmEMP4tcR~ zU)oV2a4leN%>9y&yUxXQCq}!pGgOJ_u5huwyRvJyOGH8~_vG5{NBPPQasIcLp5K>H zn&c4lPSqr5&dg0AjkA3-f4xlp;Aiu$pYxhwe-3^%5qoOHD`OkrGkqqT>q?@ps+D&f!H1G1tB>}^~wJ$`3g4dx#oY( zEY;;xXnfOe0g3BbEvLnk4}UEGHz&jE^_z{+yekZ!o9L`{GpZ5i__dOI?XPT=y}wq= zR;ygOIxW@xqq;AL#KnkmiR3>CA61%SHu9{xvu@%hXSa)4&y`+iNP6oj_{&bS&TCfI zc&(nlDQ3qloBK~J|LIDW$5&L>Z|V8hdeTE}`SLqu>to{CX5J~f7+ZJ6E+Wmg z%Ph8Vxwy{z<{j4cZ&jl~^Lo#Mz1dRszilk4GyW!X=N(R4m=U#VQR>v-UhSYy>I$3J zm`gY~O>9WsssAL!_2#$NVdo|vYje+9+0fOt(Tq1>Qq01M3y--zo~pKfYs15^)oJUS zGM!C0W<@7Hj4xYRJ>M`YH#Szjep_}-^v*ZW{_Os|u7j1M@A<~mHp4ys1z)7OYh#yq zFZE`+=e7O8?lZCHd&D>&ELtVC;@$q=YdroQ(oI&9W~;ATaonBXocqp8#oufBqu$lr z4BzW~^~>F&$d7^V#rIx_{ycw*yGi5T_4eV~x^ijDJ{lHYdH-5#;bKPvwFOJ$&uwM> z`ratus9?fgi^y9#(K=rRr|`z*u6OR!&IhDs=TwwU>QpSh+uh0% z5peCNq@7TzywUP?$q%=d?dX4fC3fcZRWo}(--uY}U$@jy~=a ze4{la^sXjxckqO7x)b>L&g7Ggl>t9Rr(9@Z->@^w^rL9*`=Vyi3sDaro;H3x{ZaHq zpQPDa&!$N(cKNaP%kCVefb9Mcih+E+Jl*!Uzm&As?Y!sq@tggVqT;oMwXJ3!K82jP zZD+R2ZQimOCm0rQeU7Iu53cyr=ErU&~bOifFfc9Jdf8_Q4m%%z79%vwJCU2Q_K z#%>kI(z)Vp!D~#PWvqSEwZBh)m;I$F=T+qWq=LA9?!RKYvt#r8O~sqe?1&9H-Q82N zbyI}=GDi+~-s1Mhtp_+yZ*ogL$<%#|ZJ(g`=jUF3tm1hdZ_h7_dFmAs_xVS!iYSKJVVh0_r{?c0S@6)KzU}HF`SQ@ko^?x<>FV9*TX#LJvV3zs%cQbw$JQ9; z*;`a=^vvaN#c`?4T{eG@SW#BkA{n{ff12)lcI{5_URl3u!sH$X77-TCM$Y8t48K?J zVd+m%De!x*KK<4s$Vn05+|JzsNccg&p z?xKC?uPj^ptjTA((_N>@H#f}Ae961wS$Skk^rgugcE^6xQ<1cNUi&LyN%a={XF69q zI1d_^cK7+kKnT(goHM2Ocnz73K z^QAm}r;BsGInQ+4_SoL%Kx*`w#8>$ePtV%DYkBysMZND@$-h{pZ!fI+RLG43yc26158j#I8krU^lpvyf%p%s-V=Djm)Rh+9e`ZEc z@N@cE;OwroIXKu?Klhe9G7pUez-9s@0C!smk#Q zmFq6uU@>^HV&$pE^ee_$sj-j!E;!l#_Rl#ey79-H^m%R9d(frsX@zD?tISd>u~{{?ZWNwqV|e{BMTBA+fp#wC6_4h<0>|bF5B|$?hvVTK%8RA?n(;2*0%5W=^5r zT#w6auVBWfCy@y)H9-ZE zf3+4LJf6{2X1(Xat!bQ!yp>Dee7U~H+rQ*M!Nvbu-zpV-xUF!n&n0bTvUkW+wI#FD z)QaBn%&HAraq<70`_DfsMKvze%Gdoi(Qx6kYv~8dh58Hn7P78?cJ^+e)Sn9WZF>F- zwrD?pd{lA51G9biuUO1n7pZ1Eovq;M83vQGT&{mg%WZPjnRO*TnCp>#`^mPp@2x%S zeycG)n?H|@=kH~Ol%KuNDk_U-)M?e%WOyq2KbyB{Ug9-3$+IEC+y}ROD`(S>-ODYW zDQS7^ppWZ5{u;?-rHK1)@4x+H&wI-@%ZRhKa?R%poY$hQ*RI~$#(GHQ--M?R1C8y^ zFRRWt6LjHM4*TIL3M($|Ijwniw(!CGF0-y4tNbSsGO22|qRqi)DL+fYd7>Q8pZ>T@ zNycn$_=CsR)gQTH7R6j@luJw2T*mOdv8Mj#W!ug39GxAGox8tQ_1`sr&h?Li4w)>O_F(1#jVbxIc2=i? zOK#O%xt1^D&|;9ly{F~k4BaLNk+|93HcB~4@iW#g=?>qVviqc*LRF>@`$88vrfJL} z+pF1(I4i#1HD)|;qiBY>h~1vN)u)mIue_^2z2j%p=krz42CKIUrAO*SyuCX2<<+@& zy3}HJnlHCC?wc6jvgo$%scEy0ajDAf*DWn=KhKxAp#OmT9G4XrTDjfl#daw6FDb~s znmP9dM|=5g2?x6sM%a=d)tIRu)II1z>qdEp)c`|?lYdWeOIS7++F-^ zGRKqSZA|Ouhn$~qtux-;^?$I;?T}3$#Og0vm$iP7ta!U}^YKr1d%U;uvc_%mWbbA@&Js9jKD~7A-KwtKFDacZ9roG|n#Z^fzL@Bt z5&i3%qxjYHmVJUQsdCoSyYEAji+tyaK`@`$PBeGX_RQ*klf4^h7d4k|tC;5xwXWbkZsz}dv z<=D7dC^G(K(dQ=SgN-aN7^_-81?%d(_5ShU#jmiY`?q!(U6K;sD8wG~^Gr3vet+LX z=KJPce&|-HeZ@}dcfl+cGtG^c4*JK$IeSY9K9XQu|2ns$Ct$whm%o|`I}S`=tC`Q{ zdUB@I|Hn6OCa#W-`sF!$(yLVy`MnpKO!t*EH+}wc{o7*??7}8lPtn|=c->Yi+u`*C z-JQPYH*x>DWOkqB;RWH>J6UR!^4|C@Db@4)aCyIT>A#ad!`2_K-n1pAVYN|3*SkkM z7L=~+udX_Ad>ymwinR7qALdp{%G{JQoc@pL(9bERN8bP0-y~!b?V$ZSMt`Og?`q$G z>+1!sZjs;dqx_Gn&w-uMx({Xj?|yvv-$f-pFG4&)eWLz}uGqB#MSB(dnh)LC=&U8u zD0ofksYm6%`TzKt89KdVuPZc*sOPcreOjO4euDq%%gbe4Rddej%epB2 zwl{NYI%TN3-@mAQ*Q>zUAO7um&k!?1>4Tj8^4ZpM$@6wk^4-rJr84_{hr@2EX)``s zvqWmn`X8Yr%)cRK**5Dn6$@@0m^~{|S4@Cq%96C@I#2uOecP$k#eFDMe~SD8f42Qs zwwc%cczGnSJhblU^NUB6HGckiwUjmD$dZ*SZXe$EyDahegMX?a$E_H*NL}pxV>_kl zMXK`)OHN3EN&)?*)G7W$R8ewgU#ExXO>Z({eHE1~Pw9dwsSU%36iv^fR0 zr!IbcY{e4?gY1H>Q&$Hu%DeIG6<%4jx_$2aYkqxQyq84hiC+15{buR`lN_$k>wUZ0 z%Z{xKEWLc3Gy3YA-(I_`j@0Cq+bFqDpOo5Y%k{jw=#EYMuZu=UbIzRYTM#(u`GO@s z+Zba7Zhfkb+uZqXn`}yUlH%E$@dw*$VobK2SbR0EM??5LN9eS?=jv>KGxO)~%{n}_ z&1BU~?oTDL9A%I4<{GIa=KlLCrCpcHrIpIL;JN3o-+un@=e^yNyLGjPyJ!n9C*y(N zyJe1UvAtDuZ`oz({);}h&L2(``7!y}&Kf&4{`GRHMuH7t+KOv$$Lr?rR?+9L`JLgT z>ED0M)ckYyq3^zb{FttHZI}9AGu7r2OFmam{TB~M7H!VosihM=B0ODvlMD7})~juq z((0AZu-$xVXq9bMV54O33il(Q%!>-s)GS-p7jtet8gZdiaNV5~@)Ba_o3#wTy#Mfj z@sS*f8_stRB($0SHI=ZZV9Bmr^lnmn8B=iK>iLp@esO9^6hS%2%e#8cmL zgI?K_=6kQ5o}~Xq@9DdkgNApHO;Rn`IOA4t&W#6KtQT*I<<4Jo`kyo}|I=xGf-A3b zPcj!Tm2CQ^T=(+&!G&_KPdvRB{&@M~U$0!PW~|LSpuH>DAxUuV(Vgbga`cZSd{`IN zWb=wKz_z<}Wo5?Bzpm?7wcm@`_G9�?uB)#xltltcMz%BKCVPv@AgeEo;tg<(pO~$?SM;w#x1howCt=br@gQe*%|3{wLnjgf6_%pWjnQn-(Brqf zL5Ck)=Pp0*bR%10_orP243qzE@ZtDf&|~@L(e!N_zl0^*u4szd{V%(MRsQh?&#()( z^@0V8f|4hT$4_VV*SfkzRK?}p^PYOQdHs?cJQp?hb6#P)btTQstEqm*o6CRRtAuZy zo^`ovtJj{C$$SBu=Py3Hg^fq+>m2{xDc>X=|8G+@Ikm&Q`H{?1kqb4K;>xl_S$x-t zY-j6n;_)xNw`k_0-)CR4WgGn0Wo_9i_K5wR<(cVkgE`M<9_(KmKg;UJHkbRhXS@?1 z@vtjQV375f<cCua9bTCo z5BXg#2j6=UkhCuG3Rk(|i#5J!${nR&)~GLE^Pc5$s_iPn(jP(-zslFV)>60RF5$k= z>8|c{JL24|#J+ci=TC4idY*Wl(U40rGil8>UY4d*yVqZrpP8^<`JvxC)6?ar63$;S z_k92H@_q4I=TbInjS@93iNHy@{qn*BlkaTdjFtact#M>~<0OF~;~nD1O~U`U?C;z3 zCu{$*7|p+ndFT9W{JZS^mP>6F=8pgK_aDiaH!JPsdAIg!ahg{DzRvitddI`BA0sFB zyS_iFIlY)!_Vn?iN}Ul+N17}pKVH#sIBdE-sPcE#qgJbrw5jm{4;!X+e0d5G0Pp@-Lu}6O*ED9WlwR5R8_Y1y{`sL_F>N2ye(OgSOSkH+JJQ;mZ>1Bu zZRfKzePc7O+PxPym&WhSJr?lDs`~8OPrF;6R}1ONNw1wT<#FfrFSlKbuCnc&*DYPP z>vwGGmtV=YYc5(IkdfHY;F&IV`1}+1`|HiQeExYXFnS?vu;~P^@{V@X5J3K0HMPHtN;CYXZO~C4Yort+xgF;uE|E`S5*Lk+6Bf>xJX{3QWTd{h$rQGCA z9~F%yre3*{u&HFXM6BACnc-7HCiQr~)%oI?ct_~fqs6{TvtCMm7v2%b9CF0AyqiJV z&q`s}(g>BVX{TBYMKaPamCFm?`B0$NeIh1)?Y#yTi9A-LEowXUZ6Ci}a#y^c`$>7S zX?SVPou9FI{4$*{|a# zC=l_Ow|WzwgGQWwRjcZ$t265&qZrEn@!Jb$DQ#VLvD0GzBAx4JXUR&P{a1d&V)e7r zDTY0J_|Du{lG?bnWwW06<`?DMH>(;uDxR^%AAc?uz{|2wYmfVcU1IKr+iad~dVlIr zQsTjj{}z1-dR*kY)G6xxQHe7<_nf+2w5w#!RL;)wg13n!EajG8``F@AYJZMQQ=WjmTbh_nphw?s^STi2~gF>#HZ7ITEtfZ>5>QY@^+uV?u_H4@6&vk}FQ0A`wsrrvYJdIKl-WOa%hc@uny`0o)NB0}r7C-#&o{cOj_Yk~5072CI)2A)O}#x9 z?#k+y9+iA8Fk9$y*;SzNckxl1F9|9o?Y6sZ^29eiHN0r?$k|_CqQ$HCbKUn@iQ9#j z&1#uD;a`jL?U(5#;mk~}f<}{0nHU=voj>)VPdNJAEp3@v#+BwF><1kj_wXKXIlH7c z@bMLvr=kis^%Exb_9h5?x92-@>Cv~75gefb${!{#W*6l@{(4Hqxx>A?uGt%2eiqzZ z)je?+cYg9Sms+0*qTvZfFkTLToAJ-e+*GKBoaYuh%-P=VQdQMGkRIlLWI;mT0u=FP<=lO$ou2`&) zU+Wri_;7e|&%S?Qhwn*pSbR)gH)*Buv~I`wibs~$Gi^)iYFwgd=5gYIQYTMZ%_4z) z4$X@WY`f?SY zu6A>H_;;tX#Kh{dlGf1Nhnp+S`Mhk*QlJGB;LgPDo3r~b4a%Ua2O+|$YF`-|9>eJ3I} zcrmd&@yMK*f3@R^iL>X-RjW9zbg$yIRNDACU`|NiuDE>b0D})Y*Cz;1wc=b*Z~WGV zFWXy9v815qpW~rv(e}rkkKI*N=J4>}qS-R@+>a1*l@#q+2QI%j^yNRRw!nJE+RayN z?6x19J+~yPapUT{0XhE;yQSw$-fs0y^xpENy|KNM@1ChOeVIKew@WfqU%XQ8r|;B#|pEoiI#C>Lp z=znow%l@e2R)KfStNqNBPKR7LB9OA+U*M#lW_OcqeeIi*jMB~b@Lb}V)Ho+V&|*^4 zk?mh(^G@yj?9RNI$3`YZcveifTzN>WQOf=^L31Cee_WF&{!t?Ie7!5odFItN>2mo)Y`0!qh%55i@GIkp7SFx9 zj*bi5SGDH}Tjt)4lG?@aO~Ajr`JY9lw77!mhK*}32Cg|F9q=~j0^2wLTQ^o6Z`b&; zDa`MwfS!lZ?Kdf{w!N8t8+b3xO^|%}XI5p3`9yxd-lc!GybgJ~F=^8EDZX>HE2o(M zG&&;v^|y}Oi?7o%y{BuwoG4&!R3Pcq{h71%j6~tD#w!;?Djt6LTG2^ z8@}{Jhx0jy{ga({W!J}t_ued8?()NMzd_!bN_}~OWu}~}C$yIySbb&n*JYximX7oG zRV@C(f0DiI?5XRwpVrJ54OzC~MZ-B8p9)v*&5=JinQO&w#;MO#w3$D<_JH#LwW|XK zt}|6#67B!}z`?bhb*uf8)gMKFB`MFCd$6%q=CyyyO2a+On;lG!sjILz>{c@P-BG^s zR;{5=cvxFMYkz1SyJ7#zRsM6U*QVWSj-}%^0HNG5J^rJjZ zNNnPqWp!KCldo^93lu!JlJVTeuSNOQK0M6T@7D-y3Qi5$+gh#^e84t_XH$7@(&dd8 ze(G|k9A((Ya=XR(2J<(mx2H}@oY#w;DfqF4Io0o$xrw4xYwC>}*MIxVxTi~e3)S8! zFQ0z?tE&t_3qxh>Qd)Z&0)s7jx}Z4`?@7wG~doztq}X!C5kKe?%|C*K4rJvECt0)zt4DUI^7KR`W#l0x!Cbn^YESEB zY9*`rd{6)Uc>M0)qrO>(tTNj+lyPL2a?F?YJnSA3o{^PvLP+=OckxsAEUd$}i+UwW zd7H>t+bnw3H%HX<-K_LLexC_@c4i%1&A!>?%ic-HRtIzDxWBR77-t_dLvq0!Q6aI9 zNoI1BIm>yR`=-iEFJ$G)LfIpH0AKgGvb`(-R?c1%5CS?VLdn%J7cS%0jeJ9{T(znfd zVip0571Q#+oUWtoTa=sL(5qF*O<^eH1pHPW- z-RUJ2J{}GW-EA8J&b1~V3LamN#$-cE%QE^%BFtjtqi-xXT9!X`f6{WcBP>GYu}ff z7yjj6`4)4`<P!EBZx&83|J>f+<2xT^Fr&*W=`9Ne!@@?5I_a<*j>Dgb=R#B=Xb$4>@8@nS*KYx_Xe>ma( z|FFZdSxF81o?l5#?Of}!e)onFX$`g{SJ6Zxn;cc6V8N)XipLnH`WEWt32hE}r6I$# z=Z6|C7J?b8pUHeK9*vD|f@c@+o!g)Jp<$*#l}L)jLl^ta-<;$_{@(6=^Rw4e>*VoC zkEd$#7(Lj1*1BZHIf;4ek8eEKR52%i?N)A<<*yq4ey{#9Q~$3^vsd0z@qI0Y1%cOo ziM{B(cr7sed3%t)x~EgAT+cS%Y9BF!;wVSg+GnbEuXxumJ(pW0#d0~SPOLjn`)8S5 zqRFMhiIaOxPH-(qXJvZH9n2NJK_boK+d{w6slOw7RvoroaBtb>#y3UtnSXEoT($a~ z>d!bMtqQJ)1MMfmjfEC%REe1HxMZrZs_C1;JAPkdjxAg&YT2}KTg|q=jH}IFywNp0 zIIAwD-DPFg%!Tc-v3|;O#Xql|Fy!G76xn^j@wm2bVc2q_Zo|WqA-|X& z&szSX^sq%?!?`n)_P)FDF8RfQ^${95KS~aid|xNx9K~kzc85hxedfmegMwA+k6Wsp z#EqXdRZc#;P43dq?Jv(yXjz);uh!kQ;q*$0k58ok`{*~Gd9y<8bHqlClBL&jci(z6 z$#BcDMXx$; zv0P#21uM@y62GK)>JwwW#F3^Zkq=!vwW}61dF3Q6j5M0dqoh6U#WPXG+IH`@vmZ?T zMeR=YZ>WsFcEKQHVqoN+itVf8vjcq56^M{J2RYe+q}z%swCvTxh|=d4Eq zDi;Q=dUtb@vS7Ar+=BBrUsW(WSd_ePT$6A#=c(NN^EC>cvIn#t3A~+CFkj~CqhN`( z3w}zppX@EYa`S$n`l?mzas>~07ui1lz|fO>mD%)K%W20?XC5D`WUetfaDK}B*U^H( z%n|}$Cr5K1D689=(fOgzSATVe`rg%|S0{d0rn&coVVJ4GmAE%kl*(g|9JqITb`dvk zi^>GojWzt2?zc?X+4#G4(G!#Znjyj>i&OS>&tI+oSn`Zs$Vq+O0wq?9TRF}e50BNA z9b0uv@2jzu$<@${;`Vm`^K2WAXqjD{^r-CH%~i`cEt??0ThSgmk>v-2-=vnG>Vfh5 zqt;oPS1#MOG%1s1(-|$fd0PK>*}XcoocmIYmyf@L%-&M_l&WQ4?|F2-nl9%R$M<;+ z?|);4BR=yjPbhqm`{*pX@=U|e!Y2%#;RhOS*8boZZk}x4f9{f%;#b`&&iciPb&|VZ z=d;|I{A9lKotVUM`{L^S7S(P2H&nV#%#F`nD)jeDQNWgxU3=d;+<$QB{evybAB)81 z)yb_A*~5P8s2<1NS9yJR^qUJmY46W&)Z`^I9w0a%ga06`)1c0@1P}`y4~|W9Sc#5npi3qpDW6EW{pt5jEC!- zlP8`J_GF9{`Y`oZ-Gj&%8Of7pN3bsp%x+(z#1^8@aIL0MRQAmojrPx(^QTMwXLsb& z-1+iyW6CBe!J=LE_7eVw8g5+K_%raZgXdyl7Qx0ymxM^eqy2YW3oRQN?|$CCMf>;Z zzgwh(ocfkubKR45h_QZ$bnVVOj-ACXSGMkW5UIMIGx++;ExV6Cx>CX}D(=^okfXQk zA7kv~97)4`am({te|Vet%H{psw~aHsFk*k2h-r54rsb?Fs{U2_x{TEeC>iWw1cJCv;p+%;M8%czBiD&FX5eQn*}4v-KP2O`g#OJ|#0=Fvh)oWh8yr+Lkl8 z$3lLZgZ84TDd`55so(qf&TTNa>Pq&!lOMf#){ejeM$0R|&xO6H{r_5io~ulT{Vcnt zqNUbVi9K)Er0F-__-T_e^5_=anzsUW>r#AIz&3eaYI)?ELHuC;kl>#aS{o1_5rj$q8 zex2wk;+{#@&zs_`0| z*N?*eBqe38iY|=T^l0;o44j*xwW(p+W!EQRj1eo3{kUo6n7;Vi8k>gY7d9-~XZ`=9 zf|KQqY>U}@TMTddKPXmwa<$QFR@mi9OI_N1G@VRNWO}mRWV|x9roK|)6=Ux-iEV9R zOVoS+h3@}gUVQWJbFM7q>^+WCmAbZ_S+X`~Q~80DT1HBT&fcBNQWa@<_C3=)#m1+W zE41A5>h=_#({iLm9ov}pK?xjyWYvt^NZX0Ic!ah z7F;@A2K8Q=;ZO z&QI&T*ywRgxA~6H-fdI&E_=-M{%V!?Nmj8FpSLrnJlm;u;`sJMKbS6`c=7T=VR@5> zf9}?Oe){RPS1T_C?>e(HvP^63<%90Z)oWC0X7CGY_qN=z+Gv(}>~iMs+fmEh&Hr27 zU+vei_-g9gS@W*5DTpnv=Qh0^bW88i!-etDb>2ISj#}+{$@eyLO_bOB7iW_bzRcOg z{3uWAiotd^&eg{{R{z^s+p9S1z$`Blm3O>7LS7IWujvr*# zJXw`H)oos&*})i3ffY3zXHu_Q{V1_7F8)4m?W&tw-F$3Z+BYQ@2+ini`QRWE@aOo& zX-axqQ$NZ~St_TWSR$CDy6N=IvuiVt6-r+G$l5%!MJC4ch~&zfQ)MNl8rk^D95CYL zYkogRqQ2kSX|HIbc5$pepL=bFQvS@OK!qr@9_t}z5o2pJXEtLH+{p2Ul=^?J~*Pis9C(yd{f=l+YeGPJ&JeJ+>xnj)HB@J)I z@w-f~&(Hhk+x+KB;)3nAyz?&BvxYwFtzdo`k+$+-`mAm4Qu3d>8Jd6UT0dwp?C`s| zclx)jyltNjJh^=&SL2troc%J>>UHzAYA5fB@XgXcSa{5B#l#~s;-VL{8J@k8k<_Ch zHQnRV3a$&Gi%sPmI%Zt;3H~0-7|X7`=b_*Cm2FPzLsSGyye1^*YLs^>+t-CZeRj34 zjXz=0ol6FD^yZh(TGDOoUlR~x>?u`qDOl$1`j0{-m+u}gotwoazkR_i<^2c4?Os`X zubJ3>fT!eyyUYE}0q46tUr5c;sJX{=K<-75?^_cQ-&>dF{>)ie)+#z%Qc*h1a^nDL1rO*;9n z=ecrshZE1`dgCuDU+f#c|MXXWv**RNw6up09k*-oE%cg^ZWG^U`A~6_{*P-i(u?Ed z7OxYtIS>-^@-O$z+U>bnOSUo1kk|@TM^0i z^Z3lmiQbodSNv7yzpOTC|Dv;OCtmIlELttIwBiDCm|Io}#N+{hK z{fXmOO7xXovK$P%%->I9J!D{Wz_aAaBBrRX_3D+eHBRf>$lPNc@(y`l z&U$7(kceWtc5(enh2=-tW9A)TJe?5X`R8TrlqwF!+;!P~cTfC?O59x-wCEv6?%$*T z)P1kqGjgmv^j5H2e4%4iTCla&TWjVW;r1%oEAH(2A=k`3!I|ZY=*3NU7!z_Ym6TjL zUhebbfJ64*XVnI`loWO)@1L~u$=*=+B`qfXKQdR$(!aXJWWAry`_zNo2|hD5_qn9s zW=d1xU!{4cM$Y_^*u|70o|%=L^}!W$yw~uDXLmUVGOuX;Ict)^E5|)6pIbr+OZ zsV$zO``_t{Sl5K8BK5wVyz4y}l@_Mmlz(r1a{0?CFFs3mMMj1xW_9 zUoz>Q_8R+SqaDW-_SGCb@vk+SfAM*q_Q#j^O|kqFx2@MEZ@*Z7?QNfUSG|~wzdQXq z_jI{lVmY+b%JA4B+eaSi4?hZaIPZOV!h81GJ^jrR>B|kaCtsA;o9r30!m5ia_R`XZ zEsuELeyB9j68QUM^3sUiZ?>~C3ZLdX5nMg{$mvk|x!>m;Tyi_@Vz;c;`n@+a9jrxU z4ry8LugPId*jIIGNv!YNy_`2aTMxI)zIF6cvbFc~JNnmB)~`9Gav zF#oZLN?=Rdc0%gP72Z=D{MCaV9{O>mLw47y9L}b~1sw7*FZXHmY!E1ansevji-XKe zR=+2t_f!mcX~EY*oR!ro()On^*liGWUV{ zMisAZY*YH>*Tlsw;#hb=SHHb#GwZes(Z`XV}6X?#iny@v7Z*|ocqE5p`-8!dtP$QN^vi)rE{Z$LLGkG6SZ3RBlP!U#_J*( z6%`I4e@~iS`K-Zjc}@KnZ;e{;^LTA84W5f-@!smo{(isf_ctNCW@g>CJzD9>YNu0L z-aV~f=CyXp7f}&&z8pDO|41>bwTX69Wf&FN78gZEaAbw5D|l$dOFJ2wTU|LQuhj1s zZE?{&EF_g}+9lm5iO|_I^3b`K0D03489n_NXaZUeuv| z|JCDMzR8Na{+>+RrV}7A(|F(SjMEn__UG=|z4xr^1 zr<54}Ty@?lArc+y@O$6>S1fri>lV#n3tTH(elVv;e*e~4ZV$Eero_+UWh!NSYW(8k z_8VJ7U+XUIluWttdq;r9(F``HvH$n| znr(y6b}cjdTDzu2*X#zT#axL?TNC3Gr`OfX_{OxZxaf9KWrcK+&0I(|h+K$`!Pu85ZJtQDC>iG9A6-AxBC%!EHGvU@A{*4Yk*A7SS6uIuY;V)xH z*o=pU_G`HR?%l@W^|>_Kp?zM8*AuVvbE}>d9xGkNd;4N~YSA?F_@lwDpQcCdc+yn! zZqqe^S{1h?zx%>Y%-gvp?9j2s$6elXPgo{O&ecBn?(`)ifsCh5x>&EJ9a-{~PxttK z{#`pRZhoUAFD}@vR53kE#&GvePP@M=ZZR$09pn6e%P;qsJKgU~o|ImYn9XuyRVdR{6OH1u zV;zSxS8Vp4te0>5-b~7P&+(3X;fZ1sR^B@!u0G?Y&M&jKZ29bGw(4j!+Eq`l7L(cb z^YMj?(#t38I@Y*OC;xF{`kTW))=O6zt*ww&-of5CE3jx*+>71Cv)fI1#S)A^*=iOt z{$p7A^5xl`^E>Zmb4mPF-79*_!lyLMbTjvHp6{Kx$|3YP1SMyCY&w(|7Cg8wB&7Om8;gfZOpFLjo{Y#rWoBb@!*}W zU%wo>B;vc>QU7eO$AK>!zQk<%ZWqX7SF+Rg>70)d&K|Rm=N!HI{ znEdu+nwy}do_WT2&6~zg2_-*^Ih7XddoG;utI}r=o1pA3gGgto$0e1an(t!8Jidgm zSe@VdW&RtNddaL6Y_~-fbv}5^v0D|p_ViQz7eRA29%OGz5WRGW-7xI#`RY$P^H>ks ziGNFfX|=$tv~t4wlPmNMtG5@do#ZDP8Z6kiBE0|hjpip`b2yWacb4s~%iSg|_3 z+4@Q8gpFz{lMR%vw9Giuv&nmA;lfW*y(KMsulv3}C#G4((;2gF-To^5!>fFS-*KvE zrYp|A`le;Zr5w#4vC|AfqVsA4E#94|7O!PE_+`$iOE%kJC%Xyk^~Xf+F*E1E*+)&RD$0L+ab))(L7~ z-fdvDyx%1(9O`KQilM}K`ppKJOTKd~`VGG+E9xg-im4WI>)CK{=aTI9*_Z7!>bI|s zX>{0s`?_wlXZXF7hb-Ci3qObGh)19O&U0-3(x<;>I5uuK$`UDPoyr^kL0vP2*=wGc zf}qvE0EKI3Y(?a&CKfoqe8zhA%~b7@JNzpSxZK%$WZuNm^gTCLPU2I)IrGsy`v*L$ z)@4&xMJDN$QAYjCH}ySU%*wPo{_gq8ldt|WoN(SG7JGJm z(Bxwax~{!=wLxT7=<;6@!V442>-JwC=3> zmVYO7<&*-p9nKr{_OtJnbI?DXXt&kn^7F>p2m4nFKP|n->bhdF4~#1apk&v=i6`X3Piu04SSxfH}&@cea4k$T~nENpO2jNk@1b( z#iZ6^OWsWnGOfxzd@DkZDi=IC#B|9&%SHai8IFyramF`lEQ>_%JxZ`}wEABDDv8O| z@WxRIudmio@*yo!_J>uQ9%tGpl-)4<%XHw2v2pZ`COyH%#YgT;pLFIWYgpvj<`dIS zg!J{uNvN3+B@&GNjBS`C)!;UI9pfHYrs%&;9e)gb-wzm2Z|1;Z&hjdex;&9 z;9p0{*9-gD{{Fw{s`@_b^7j5SeK(A=jw()@vv#SjK={PZCvsB1=;_-w3Cvu;{}D;m6pbiRlLqWp6NF>UFoP`?!WyH&1qb z%cQ2f+2*;0U*|dS{kkRVDptPvVe1UdgLl&d?6zcRJ(f(~qO*VA+CYb+a`*qUu`Zj# zRT#G*+f#CG53lg%iTv?NGd9nPh`+d*`7YnPmG9?oNa~t(eciOpf|5JdbFtpxI_zg} ze8+#U&1CaUb(;FYVFCN|jP}G?eV+Gd)6MkaJ2~uk?Lrg&{xXR8Z?bf?@xlANb9T&j zbiZ^pU9Z|q^QuqWLT%C9Wrf*~r!xQeD8u1=^2mpz-^L6JP19{s6+fw-{&sq)cTa+9 zVj-n*A3&CNVyY5oosB zaB}j+gu?=V3w?|mJg@F5S-O+wz)m3v@s9y-wf7pu&502`9pt%uy4YUF!d1>^e#o&U z?LD+du{(3xeom>MYqDsx@~dD()s+4#gSoGeWD-PwQ4^1EmASwCO6lZv*a>&@u9#S|8~9P zGG;sDT2qo zHgRmJVA!yH=hFJukFPFW<>hR0O!vw$hp^ZV*BtHNTl!Ysxft(Tsxw)^o8z6a=(_!{ zKI}9tjEFp5HBsvR9Lw*Krw%oH@vGeWv2;o<5)Afp(+EuSrUD|fW_CVU(((tTxA5QmhUfyA%7Z|B} zI`oxe*zxHf{ytR=-XpOiqn3a9nIDRut}SZj5|S&7sXzCBLeCa>NLaN#LT1av-rEbrnJb*!kKI=`*C}I@TVKd>_5a!h zonB_zTO(?v73ONIES9(ta9VJS%D)?*SmrC;jhlYx$dMbZ$0mx@%SgVzmU&=0-$n1W za)t~^_gusJAPvRhsYnKfarSMkm`b=9dp^Uz$cOPF}cl z>6Q&ay>d~^c}jjhvTBa0F_tvFYoaj=bzrNC&_iDiiyLK44$m5JX*ee zmu_$x+rR3z*D%@s%>RHiGvic4fjiR9Iwy5sFnHdc(sJ&&QA(|B(z#hewFxXPr#FB9 zr@-mGc`xU&ESc8_+Qjbh&p!BLVT~T|sV6h`?|PGX;?Uz-zSb_b(1VM1HqY`aDs9Q@ zDSsieCbPI{rfgVC@15($O14WEPyJ}KQnGB5N6KDaSpzx!L#>@#YOJ4yGPT(`v26%Q zPwoG>!_1;`$J)C^n!D6q9^;v8>v^Z~I=^W;=ZoCS-J;!JcgSXF`R#t0XtVUv!ngk> zZLqz-E^+3}eEm&oO@HV84{ckuhKql@&AMB`HF05%W?~$vyIeG8bgWfW{d11r)%K5+ zf!X=fGnM0JMsZGj<9>FLdh&wEiqBy)pSjHadv<=$(z}HgZwy?tcXa*i+Iwlz1TXW{ z8F4QxPfyVn77V&p`gx;I=x4h(^ZDN^33&JE?{O*WDQSEB?adkHxr~ig!Vh2R2eO*X zILp;{n!jz;t*`O1>X8{yPZgZ5yM29BcAa_gM1eQ;)x|J^roz^Wq)h{ttI(Svu)-M^1d}>Cw01SYMM}Uf2?WN3|QP zbar}rh0oNwayaRj^d%1E2lFO32Hie=r%c^dKRYltr+DrE>^*Dies6g!+B4%#r`Puf znJqj!E1vOv@{l%Fy_6iVX13&y+ZFetm_^MVcTciu>FGIt)y?9$Q7r`)$MIQcbm?uXTT9lD+hvX-yl zWRw3P<=AgC!_267R#MOF|2$u}eVsPBs<+in&z58V*}8DoCxHtOetN?ESv~y6;)QB) zg-mwOV=hK7brSexyhQrCZs-fy#7EX8sS0m7b{~KE*v|LP4ZDp+w&#O>6n)e4+4cOY z^17$hL8U$EH(9tZc}`2%`cHa7sN1mvH*cg)+i!R@sB`)M%!7}1bN+4g{x|K2VRX*a z3!9J5esRU<#EjVcOAL#>LKb?|cTcvEyK!^66hE8dc}w*Rm48KUK9qZ~iAUZr_z24k ze}}^c&(|(Im45SD|4pW42FsVd`V(_=-He$NU#${)k=Z5Qw}eBwz$WGLAHyGf^V3*$ zs|8953t|skx;x$2H2%u0ZE;IP7c zRL|-_*F^Po-)_v_epw(u`GIl7zIP`Vm(+3Z2#D=+U3P1d&<(4Z_y6i`h{+5((U&oC zd+_d6?{B))?wsv^>iiStJ2Kj=3+8PzmP~(LEH=ADlSTST>f?*~fhFe0X4Icu_(Vhe zZn3M<#{B4GmR-FLJl9V4IOOfTc;Xo|i|of)P5LueY%G3t+s!~PF}1_a<%*_&n8Is) zZ>iRhI%aOY1>t7f^tFq0C5--U;1d#bYDiM@G4}FhdHiv`@SI6=K*n95Y>mLFgIVFF)UT^H39%&a4!!S$C?0(Cf1C0Of zE;zM(D|grClb(C}Z@50TeVQHrz-7HnnxbF#vGvP8rLEWzyD2t%Qi^EmT)*944-`&p z^^Gp6(@;rvI;2su>Q~B2A0{s@nXeM;_cqxrVw!yKZ-q;#M^>rAz4JviwgP;sL|2+u z`7-2IR`du;2`jz7(R;b!>#yr~-<-J^bg|5Sp8c77{BJ6hB&-j;ebMpY#@;z!4XpC6 zYIoZ(O=N!Wpjffwik9#G`P&#i#Fv|Gt8G5^;P$E4KTdXhI@@J>-&eKyPs0_P{h7a{ z55^t1<8V3bi_)uW&W8?Mn|r*;WNKww&f8T-)@z0?R8D&S;P6ZH;M~{iw3I(v7Eijp zv-f=5n)NHic*V6vaub~FCuRNmvGImZWy;!^DOzzX(0=ACE1pA>yn@(I2dPh5@XKoc0_`)5eM)aSc29lc5b$i~ zmrCY&g-RZ-R-Z2a$Yyw^e?PnG!+h!O-DY0{Z7R!Wed}^~7cO0#FQRq!T+EquyN`)I zR}PM{aGXL#0 zbCTe#zD<*&Uon}zk(|U+d{D2tG-v+{*JXOoPN}f^o)yn`OIkeRM(RDwgG4c6XSdkM_MnKwM|({Lzh8Nhv5Wh-;<|5t zEoW|3QT?}T$8pEt1toK0t9PhtRxCQAqP!u5d)1}Z3IPUd)}ODwx2))WD{(gF+OnYS zySs8PhU^WqkuSe$*AvY*!Aot@+r7>#Uq#v`yvTLzS-zy7P^xbbU<-dft?>#)vKtQEu+T6C_KM&{f?tQfBWL|+wt@!HBh?A@MIonGM zGxelozua4V|J9W<8}2E;)6?5{ec9vxKRi@VTJC9TVr(6-ofIusNuf%&t(eF`3)C*`n@!qL-NM{W#*d99Pt$J4DEoQ}YXA7s_E;-z>5l0P%T5}sdMVV&^ts>( zx8W-FyvA*UiZl5a^YhzxZ0EaWyeH$O=L*a84G)fgQfT9RdTz^f#hXhDqMuyX=vwu6 zZI@JX={omSW&(04J<*$scHHK6{@Oar#*d@OQP5z+cHTW}7_AQQD*V$>d~V*inq+@oaA=U?J-+JIP89P?M{YVVd@XFVR^<1;s14@sN>{q(Bh3A6Zlr_0#ofnO4 zoX_&Isfh(XOAI^2G-uV3hSm_box)G@O19Z+#!gZC%+~etaaL}!$~~3%#?2WEG#g_i zo<5m(X2!RwquecSj9jN5Ua$}KH_6Djbo9l7LTk<0x<5<9=d>TZ zls7BkmEEG6vlS{EW(4+?9erfC_mkGSxUI}{U%aki-R%>7?~?i=nSkmGZKtk3z7oD! z=)H^Nx71}JE|c5h@3~~UTIkM8 z7iIT|rL4^PnR8Y4{@DyWulvVD^p;yLIBNU*SMFDrSu4BpXKcOBEqW{D>y@w5RhQHT zdpB>|V(7&a`aQ^EOKo(`uGD4McN|UJG9kuSe`bk%<2L`J?|-R2y`kuH+K%t{_50Cz z-)lcy<)5o^@4&T*8HXL&yu@QR*a@<&FTC)x#lrIcxgSm+bT^gX8ddG}? z*0q+K_8v8Qezu}+KEoENTU9;_bA3y){Y)Q;o5@aJmei^(*85c9=aQeP@poo2dTQSku40H!Z}s7OK@h zv)Rn&ah;dHV%0H(REd8eBEZe2LwL?Be>}2b~ zsxzC#R?m_QC^G6_BATm_W%8`6-TV9V<(&T}i6sg?(>Gii^TXTh`6l;p2QEL4=hF*~ zQbfbOzR7prWw`jSXnB;M|1QqHzrJ6(A3J1if8)v{?lAojPk*;xzxRWxmHtV}%O@HY zf1UL_d}goECbcz%kxzbq$qaFNW%_&LMD`l5_=GDG?+yy6Og4PaS3YT7tNRM2BY)c0 zg>;L~`D&qhXUW%sD|rvtFQ(6%qk8O2C+8fEAgg)rRv(+W^nk^-9RDTNXFZOX9~5al z(a~MfvioA?%Bu^fSF<0PqO^hGH@|^yXCH_0#Xl>qiN1)Ox#`%xN#ZBAOBEKWe0ivG zD`>5NjKvijgULQQd+oQc-KUkIk-K5V=RXSJX6su|9^ZI)>AbA-o;>%?-ngK4;hEE$ zSjN=qBWt#72)=$J{_oZ>t)_d6A8B=)UW!-S99uoBlPCDQ)b;5v=QsKYZCIh>QdPB9 zHNeOrSuNVvqG7p481t8;*BaMv)VB4noM|uh^~BXQxu&fl@6FVWU+7$)v0<&QZNR-% z4J$6yFYEhwa;v&@-hP|jjvrg%LzxAh8os?&eQ=G2o7W0)-pviQ<*i{gJ>gsaM19r$ z8T;W;&By!Ac{8U8>)Urvclop}^sUmPU!S(JcGfUX@R?!%r2H{stN+Wp7m5~CO{)&y zUwne^(an1sTkThTk1yDvmAj}ScGYn`$MwQ#6PX=aZU?mNL^qXtKMjlbIK=X z_oF#!DY^?1CM`d>U1PDnRz1J2Wq1FD%ROHmIqj7DXRHw`mAX8oVAWND0T}o?Mr+;(Dl2?mU6VZcnz& z@8O;Olv{ACnx=Vx*MFa~5bnA)Q(NYF2hV7`7JZMUCUKLFYliy<@$PxLH-siN*Ez<0 znD>G^(`xm*jSi2d`f>kv-{GERGwbJ4eaA-^8B{x!^KBTO&s@Nu@q*C&h5XZ(K{ z`@ZNx`|ES@%BLi@M92%R_*<}R#=#pG_!W-@Bl zv!Ay2n$#2e>>D0_ch~1h75yE)Z|dIO8)usRC!01kx?jwD+IuZ+dW?>U>*?K<=RYjD zyYl3hZ|^=;l=xZq{XVqH!Y1hO){Qfs)IT})GhOKcvv|LO`SB}9lM-zwL@#xo^l### zrYIMdZsvJm$-Rd+ExNO}-)@Z;@1>0OXI#qtl8bjXX4}koWmVa>#Z$2RSHrJ+8k33( z=lXDMmf-s0xWKX2t5te!Wstsbro^7px2Nt%OA(ss6>oK5{x;pZijcXP+=nkFT&U)1 zU<{kaSeePN+_zlX+w*F`k6m{jGa6Smv*mO$%IN)VufM$g+llz|>E^NQe(-}YW1&hoLOsftbJ|V<8AU$y&q>MDs3`#SP^0FusLykMEKpvGj+QIoYYGKMO6bf z&M(_v{&1O)f&Lyoj#4e(xna8fAroa24?RlhU+34bk-s_Vz@LTAwbGVvP4kmIr(R(5 zY3k{${Qp~zGyVB4!ACJ7%}-xlYWjLC^7Fds+UbdHvNtPKIZm_0e>=zUp>|KJ{`UQf zowHdF+qtu^SbkFRlHdZ4!|$1=aNd5+eQ)kVwoj8DM;INvc-ZgYOV^O)%;&B*?Gp08 zIrV<&_0SK-#}}zo^`CsTVuGr(!QLB^kKM0NQ24)Kxt3%0JeAvN$NTOvwJ$i@ps%7R zc1kYl?}e{ReF7JLF=u(qDlPgVJz|>M=B53+Yl5bRrqrKlbN!q?Yx#xdIwhBU9fg*x zQk{x@ZadDHe!9MuZ?)h3V5M6hk~gemFI;tQ)`QqxZVjA?{3$aIow;`5QNE)LiI zdKC9p{hf15=44<Mvld5~e+5C^o zpQ+xqF3(bJ^<{^&kGwT^mz&C5FzUVi446IWmk?Dab5aS zc8byO3(HYiwjVP4I?`K|ELV5;E${vn6s^kS;l0>o>g8#hDhuV#tG&9xwUJTRcG;x& zyMs5%$zApqyrEqAN7Yeb1$UU~y!#Jb1Ma>2xrxc=rPJ;0{o+kl1?|c|Bl+LkpRf4( zQ`s$H`BhaVcd@!1{93<0mCTJ#JM-XRnoSbF;nFqsJ(eGR7Oi}{Wr3ZTjvMC-i7T&X z1YJ%2Hznq@h1A*`U!2&KPHqi-TD5&<`7ihFUq3np)b4+K$8guZ?sxZs7xf-(KU7eA z`Rptsy?1w(EIIclrPoY*Kg$P=_H)jX(`5X!8@HD}6SOPq)?co3=BU5Z=WV=cvv#vo zC7bvClsdsTLq}+hLG|IO#qHZP6W;t|e0Ai>kGO-(t>;g3ey`rN+_+(0AM@nWuJtc! zPuyAX`ovk@+U-Y-KjmFoS=nZ7;A-}y{?3dST_!ulmhx4Jt!ZCdH~(aAx!TgoqCYPm zu4t0bbUo#5=GRnv>r|+xt=KBL7H2W`F7Cbza;j?J`rvvhOo|-_FVsE_>$QAN`-JZLX*) znq+z^dxg*2JL%9yqosGw1kRfkrP^VGlXUwTf2zTo7UZ_m|z z>XXwd|08_2xjh;bg_&-Yxo2OD_$`}ly5|`~K=S1^7K?*h-)l*SzNp?M{K98JsK9yt z2UYBvk1PBP3U=6M2oR{z`A%)x&C)d!cOH<`9Q zUUUAE>w5m3xl&)*i@ct9_GjcQID9?u(Egi(wKpP^w`^-%>(JR^-zX&A5Sq<(VA@%G zk;%4qo)?ECzIy5=$7S-u+-vDfgVVb@m74jcv)50FaPPVHY4>x1_Y0=4zgL>zcBLV2 zOR39@1v|Q~oMz=@{j%-Siru;X{*zs=$E{dpBV$sKk+yW+T7QMA64}N@8>P2|NQ=E| z{j%S8L1n6~{F4*uyQ>`vW}8c>t2q8t{q5ghTqIDKboa>AeBrFutGCX$GyAS%z?6rp zU;cByCaC&+^1gG|?k(Gta)CqKdddF3m0btIH~K1g2nD6PL@;euD!H>K!X#egECXkX z=FZlo70(#9GGCMT>TZjubCOM8exv2UuT00!f?6R#zf4*q#24?{?Ot)PW54M}7EzWR z0XA*&@gYo#)6-SMtG~4|74W@ZKJ}fb;R!1{sj$t(C!fmyzm|O=f#C)j=rdbpr{%1P}Rn{OGN z{qd%8rqDi~+RQkXP}>_U`HP5~;So&Dp>g>$|??DvPp z#g<(W;fl(x3Ud>zw|S zuO}=S^;;N~ue~>#6ttl9%}yo;)t4<|LZ5j|XFieKr+fCXw(`;z#|@LVS~{l2e6d*R z+fjGvPDs2B=joSg>`hqwLv)^WzWUyvk-kv&upXb>Q%j@5kk^OO!grqdxct_ZX;tOx z771tYtV|NSY?i+$*p20~a&my!=~|*>V}-%?VB?OBE8uI4yNoc5b+5 zEElA`EMxlmBL>}q7L$)jJZQPGz4^Dd&K_%yTYsnu5< zn-9L4Q@u~X&-u!Ss5v|g*ZXhAbQCHsP>j_&A1TPRY}Ko$_xI}^(LH!Ie}4I@FCEu! zOLS_K{dam^ziQ)?!<{wBmOme_Yri@(D@V9DPmg9Z>aYyU>Q`>sJY*&#h_b^x9w12OaYW%4fxxEdE5x(yy zO_M3Cle0^gN!*gV%zkEC9_l5fjtUlF(F&~~{fZkgA2{(WK$k6PH5{MBTk z+cNnNok!JMINWSSy4)0h<$JLi&;M=ifAZnQgWQ`_Vs_*--fpUJ=D60RJ<)&b35UX2 zyZz$>1k0~B8*$t_7j;d{<=X32t2bM&*)*^H!o8y+%2zhrpH#ch*!b^Zwqr>~zqCGH zbdk;99qnW1Sz%jRzFlh5s)jY;i%c)clwA2(|H-K4;w#OIHHvSW+MikdE__sd?VJ*K z@`5KBJF}NBj_vYNS#YpxiQKuD?>F9NZJqX+eX+*Dj$iSuK}joZw~K9?@k&H<{qm01 zd*STGOq_iR-$dp(yr}=#rZg>4D{^jMYvhiUa2w|vJo?JVFMK*4$I5bPUW2BH(xG~( zBYV;uOt#Efvh?<Mbwt2+*)IA-uR}HU&c=CURs#Oe5nKd+rM?XbQiLIs%%=Dc1SnbEIfv52qLUTKn3ZKA-ld5^MppU}0QP2_ z)y(h2Ixcyx9QyR>>|gfT7r#WUz8QD$V^OfJ%$qOzyDLllw;ov`niCzecXj;}^O?-I zC;sre>0)1he%*%Gg~#j~LKx=w)O0n4R&v;A;;qG&7(IBeKdX5m;5@#_Q2Y) zJoNM#gEgy4Gu?HXj@@|a_3P^az35#o!o|C{Z~Sn!dC9qT;iu>A?0UdH^GK7>xql^V zMfi9QJ~`U*{_keqb=N1%U{8N^hhuk~eb&tkiFv7_o>|g6mlQ~(%}90p`K#cqk=wC# zd)9IWUb4G$cf&Km>Iqy1KK_Dp{U1H?h`7JLN$-=un&pQcSN%@&J$3JrQ*B^e_+}=z zj7MvJ%<8t>?PYOXZt1HPOA1-@j4Kv7wpuOTCU?Pex4;2=K?85s7E|W%*mkb@!5s^E zS}ZsHTw=OHmpwozsBp!OO=>*XUN)P#@7(Y?Z}S~fv8S`kr)joUN-q+RT`|E2S=yxkO=xnWdVUXgoO4~RxS#&`~*vT_L_liX3Jo`JlYT~OE<#v@Cb2lkJ znzk#t_xpq=SDuO+es*7M{-}xhiP-Ly9@hNP6K_o3Hue1sjpkeDU2VSluHJb~+_qe9 z&N)%86EAKHhBB|OPTIF_=8H|d1q&Oywzxc*x8TK;*XD6?ZtZV6Blkayv3~L*{@kvs zdaV0SRWqt{TT4dYce0szYIcQ`j$Z*s;XNm|iFcZQ@)gNsZJTlXm}_3bY14_y9VZS& zGW0wBJ|`y2^#AQig{EB<77R=LzrR~GMSR(98B!DgqzwvM0^olaaAUe453yxSCHUh?QgwaSM;&20JK*~zc$ z=d@eR`ekiBHTjP+Uy0K1w%mm-n>+Vh?b+pds(oKV`*n`k?zcY!=RN0IJLSdIQ-+IH z^cwr!t21EmS(hhqtgA><$KiO%!S!=gXYOjb?D9e9gUQ?zN*Vz_-hNM>`KN>9&ZR`z z?3dTLURVZvxmlKFBORN`#uTV|Z|}`}6?wBy|J7O4Sr#1B_3l+<(6x=f-XuJ-4ix&w zs`lrvQuO{8nF39ff4WpmKJSTFKIF^iza%8)s!Daem>W~#tGao+3yV89OluuTv$Q_;ansz58`^aL-?=?gDC~sE&qLF8 zY%{*Ky-d`)Hz+|PP4$*t#O^IgJZCto88({MR{Yldb;|kknkFHejb}xk-o0Xc_WG;6 zYF~Fe-t8{7AWn$e>w4ZBfTKFw*o{RF5++vi8s%grGmcar>~osxN0&--MS~gE0aHk zO%ywSH?zvC`rLZnIZqvG6w2#J$Phxxz=}G#cYN-dwuopRx|NEnyzt= z`&hc|B!MOMz4Jb0sQvNtxe@I5tJv>v*SyM`f-2^XmuqLfk$u#h=cg$?v*%Uf&uepL z$qA&aiTdW3^4Bwrja53hhjFrVRp{KO)1C&0)CMfqe0#F&_eT}Y*Qx$T<%D+g{Zp9W z@4lTgZC0A_^pM9qxvLkQ&Hnhye^K$mor_)4P1bc=zB?_rRoJcO*PeG->WSygWgl-i zd*{Og?<4nK|DC&@!F2kMzgwm;8yDVblXKlaZD+B*z!3urn9uF!s^s)_Cr|uZDDvs^bw}Twfz#An$~WY!Ki|Y5-hbUC|N7QAo88Md=&ICT77kzP z&uHt|qqb$6cIw+-$K;)ria(@fiu~EiBtE0k@93rtqGks@86uN-CUM_(Y`;`{N9V5K znENa^6TwM$!m zI%&$uoc&d)d?i=Ly!7W(BTnDrQR~0W`x0%riRBL0zXipIelAfv+s-DR#Zr>U|NM4A z&9psl8M&i{i!W&SrKu=02_0q^$rt5G{cUqpWafjaX{+ZQbv^2BdWv(I@oY|Wu{4`) zXWqPVOPTrnhsHt+-Z|CL4-OY799pchi+_qs?%v=DzxGdA*VUjqO>9ysGta$!#ZKA| ze|aYK3Y9#T`EJWP@6Jy38*hrXv0XVV_f*;BbWw^)s^!LZi$ygm=9xdrCNlSJ^QdXs zTXx`(s^I#FJraqBcRXkR&TGMEed=0V>v0FBJdGu9^LJGTl&;9#`$jKxrE+Hf&P8dz z#og0YzE5`b%r$rMc#(YcVd(mkpSu_MSeTq=-7Y+N>OK{-e+vyxlyg|^dvw%rSyJjI zM<3&_4Z&NR*T4TbfhpepH;dK!f0z5EzZ&w-xLEtzW`q5CZi^GloZ~ioiI1BiGFiomUF_=H^$oj8|Q8i{`jMKRr$%o#SfG3 zdo8#4=`I=V;1;@|Jah7sj%Il+7MCx%zOK_hsn+K{GjQo+II!$wUi6Vo`|s?oIDYfK zUSRx&`C4Z3M^|#nIz|6verH>B&GLB690W~X#CaP{&Cs-4{Rn9i!^p8{>YlQ z{cO-(#!dHiKFGhxI5$h^*9wW;8T5Bf@Y|!Sb-OS) zK>xDalZvb_6YUL8SRdEhX(9aPo+-~|%V*CutpfB;cP_o$);Il*d*r>3pO-8D(4Me& zk5cH*kmoOoV_wd~; zx}6?77T;G4>%Xy|ML52&!8zhvW5#i=&{xx6a(~>(8oA8aCW`GzM(gxHnwQhI?DkXZ zv{V1>D5A4HnEztDdElAEbEp3I3aH#qTII(TF27RBaQoUo`8vbt4h44%VlJ@iYQ|W< z|NUsT+QT>3FI2@u@xN0($-L^+rRona=S0*9{rFO4(Ynh$_J%=|vAym!+uIide}3nd z>bmyl{JvKVuiaj){!(DUv^8v}v65{22~pYST(_#`@B6+e>17pvL{iT$@%w(lheQ^r zUf)#s*iXAMan)zhQ@5rvdduZ~wkW*KcamXsm0bNHxvGx^;xFoS9=Oi;$60Q=L>0`-`D?*>_sr3AEE_bh=m~FL%CSF3N$u5kr>)J~ zJJNl{{_?fTwbsmj<0|ymDCW$OR*~L2Ue(+`*A|EwGo0I86{yy8*K7N$O@G`9v8MdwCn5Px2Fxy|9UX# z6*J#2M$ORPVueoTYb?wE@8B+bcW9TVa_Y+k{S$<;Pv_Oz+4y;E3c0_y_Dr(G_qN-= z&nC5PndcL~(_;E@Lvw?OxFhk5YffEz8)5TBNqy4(d*}LoI2RaRJfrl?YTcg9rmd~q z3)w!q?w_rrUhwDZ+}fS9Jq|2gsQ2_Nd&}nZndg7<_$2u$DtvghP&bWXxsl7(iM`gw zqMe~G>+|Ow@>(tV{_o|p8*9BL>Pap8sQ6{ZuBXnMe1qO+RywVoZ#74tFl%z9+t1z= zwmhZAA#xcas=J%q#I+ei*c!HTF0j}T^r>pzq9u&meILaxnRYUC@|vUR`!>xpJa|p( zO!C5Ge;tYhudKdvd=r;P#4pX)6TC062QSim;+h^SFzkKYFfVg;Yig0K z^42TA>a_0c_;=GnlTl)aw#@lgPv0>!e{R{FdsA7^zjT}U?z8{azA$)t_xO#NJ+JF` zbuH9SlWl&^wjr-_YxFev*`l9TUVZTHz{i!{qDxOnd&*t@cKD@35~CBC&*m+7JN`(?QE+q zPR^8Yzjp#U^-8MC^WUGm-x&V$S4dOZpSR22iC^AzPEUAVa*L9}xx#xhbQEt^X8Gjh zHMZE-Z2p=)FSPrXkvf;iu@eciW3z)fo$qw4{P)vk(Ynm`gssczX?_-aj{o zp6|cQbAvh$sy<))A$tY$Ev70CF4YAy)F(C>g-HL<{%+o|xLJnd%{|%uOIHf#>4q%Z zw^@frL}a>hY?5e;38!1zId1oDUM*@1gmtGd%~U_;pMLVf-~FO`4*zEDSm)W&bpCS_ z@7vV5V(p6))nhm7$Xr`5U{dJpA1(FsFzeAv!g5xLeKk>5RiBT3uid2wJCWo z|1+2uY%lElI=^ae`%0muei?Iq`&(WSQDaZi;Obzg__JsYce>W=(}kz`-f!TYXj@*- zVq_O=)7bm%b-fL?t}zPo&THqbH=DNW?%p5Xzo!1MUwR~q zODUgA+g8A1)#k}>SvMMRKVg>8?tW|B5ffFU*BBdCUSFQvRpxff?Bn_8(++Zd7dTuM z{!2xiO>g_tE#_Rj{H_^4j|YnjB%S2_8k`lplwId$TG#IKxr{LppWmK5f9JY*$g-DN z&s-N}n#(Ku9uIt5Y;f$&POp1kbgxVcOiz@!ti|eMfBn=6%~RjoI{f02XYCGJ@N?3t z6R$;|dgVWAf4Sh+vDYWJTeI-2F0Zn3Fc$FiJyQDgCzq3%cEPjx&1L z-|IwAX`{oO>&eICF4mmpHRGQe8}>o0^w6U$mZe=Bii`Jew&7mrpCy;Sydxxea=Pcj zO&Ltp#q&J!{^>H#{=ezYN#CFz& zgQu-!|2*ZI-}8Oz0g;oDZXvJrk8QlU(b+F9u4~zS<-UVCy}ydJ`k1W(CyUHlYioJ+ zlivRShi$x^TfJ16C2DzvXEp9Uc!+tTr^xZ8Kl?A8pKjmCYG(E0>EEp<)!Dv|CJsqPjrFB5rh8~ z>Xx$@ST1)>f5NniU911)*ELnXJrDA~?wV~IBfBeCYsU5$&Y|ZD&b^CmIRE=@{`7tP zwjb`vt4=-q?9Pky`95VrWgjd~EHl>lutY)Y_Wq^!0(M$WpRHk6<$7$+Uq1F{TqpL6 z>jz2Q2+_&-wy5-2y2~Wtl@2k%JTJs@r)QQQp1hrJ>6~*e2kcpn75LV^S8ST$mm%Fb z@vdk0+>*NGtjnGY?_vD)NIL0=@0M_*+joE6>33hS>~IY4nnG9p=~GNU|7tj&%ye_* z)I0y24s4H4ZCdaD^K@T>+4>-)Nv$jW}GxBL=rlr&Je)$967}B1peLCuTf6fOfow7d;DSJP?)wJn4 zwKFJHr1+|t?1wW6!5?$Xznd3DvKg)o*|+nK&Gj46Ia!%2i~V@#h@K1R@L5^Z- zDV(#hfva@;#2tknGSR@&IiT-yXDVYV#^o3<0uW2l3AyjVgGnv-`-{3 zHOw_!t4};!ea<#w+l9IrCf{Z($e(p>v9Q19>*JSQOY2_l@xLm!OW4v$w=!dM+mGWP z47n7wy;|;WINs{`gZuyH9e&@>E9~2`a*(o(4Iy-zu#j*9r&c8n4zU^|T0(Yv$ z1lR5hiWyZeJ65^|u9e`_DN=BHnQrlHu41H;tS`Tp@1EzAPHb8^?V-Hcrq1gBf*~&4 z3d*ZWYaNcXsP0T%9U1y((aQ;cw5rc`UO(9@-1lqZwcPI(&+mIg?XxQT*mt+JH(C99 zdgGFt(}nhbI-|(&ru6hpy@Ma;xNqgDdNFDJ<9A;#P3Cnve>*F@I(mFF-afz2NM*4c~rPBp2OO@+mW^J9giDOY^oyDVq0MBM!rSDS5B7@qG zpSXR-;$K`U<9YKbJG-x(nzuGrzF+_LvTr?_s}?BUs5w|8c=1v4);nFNJ|8UjY`5&X zsjk#3x1-trqR5Z zUCEaU__iH>>iNF2J@U-5#2@KX_Bk!M;Prg*@&=nN>lf_roGudBpQd`M`NaO-`P0I> z()ll3mizzZwn^uC%{{9_Li!BnvjdGCD<+zEou;(a8Y894*@rhm|=-^uoi z-A8s!k8n!kydd67L3#7v9n0+y$>Ki1lEr?S@zSQv;R>w6eqqxR($`l9IepHuY@g0C z_uAW^$81^;osw+ee9IT^&uRKZUAj|JJEyzcYPn zbo<%2i#mI1EFZ65WTXAV=8sRws!gArc+ISzeR_HC+DED7M)M0LuAb&O_xf3{-9n8E zdseOUS|_#7KB`46yLQ<&5Bu}qyz3^4+;y2Ey`}y_!p`${_Yb)J+^)$|zD}!Xm(KQ= z&$h+P`s4hyb?eJ6hJsv|J)XL+gYtjo$!X8h`+HmRDBFi;kEaJc5Lx{v@JC2r0lV$> zk598UzkS5>;)hU4+}bC^31v7FAwlS@}{iaX->4&*l z**AF=woFw?OEu)u(8zi9&Qi^P?T^>l9d|ApbE-e6FlRRsv02RVc!js@q0b*UV^$D@<{E1hz4TRVweJyP1H@QbqTf*kHT20K4(*9X1RSG1SBUAxT~jy|IbdG?=OG3OZIHS zj@8;sFP8qenBY{nMYbm1e}(6R_RI4o9$4DD+g9SWY}Y|&B!g-5cR!EWU-2+(a_L6vnB?nCH~FTsZ=B$k%&R5%jdAnDQfu39;YZUJ zJigepGPG-JchIgHp4n5gJ|;e!x8Nl6!TDTKsdlZ>ngOorI|I`h7wF3Ge3bM*|;Rnwcl_rhUUlODhJ0#zm68!YY@Z6O5`t8a+`7ec5+>*ZR?pnOUk4yLKQ_+WHSc6n-SjT)RyUb+Wo_TwmsguY zbc0LI&Gz5gJk7ag!rZS5Zrwb0^3Zpkdw)JJkeYJ8LsZz&mSxkdfG@wo4zLK$I;ZyU z^hb{j7OVP$+qhq+*8gmHUHqCW!fs2+;m3vkJl_KX-nhK2GJiB@jgmri(w0Y6+DrL1 z?yodg-+5~GmD}gR0Vd2b&N&yp{Dy|pvLrr$XGCNpZvGrOOA51~Pg4o_U>5%5rJ>+%mR4*$JGBzJUG8qDBY|L1@pv&upvwd2fA^DOUhob~l* zv%GkX(dZiQVRlJ7*0o9c@0^dV3%ztLc2?fRCVz(o+MdjzS-$!!mOc9CYx~Hw@W?64 z_6s-vAGzmyUhC-6_Dx%V=w}PK9sBMp@NfO3cTqn>n^alNs%EW=ZP=&xhUs@@qN~o; ztoL7M-rjh}NV+3XhTUiN9PymBz_+nRaUYIkF5gRz7} zTT@N*=c3LS{hyM`F0uE1yVX9w(OP>uB1R!q zdNXUD{NJ7TmGki?=ErRLyLZ1_Gd)Pi*DF-}XwY4GSGU>KSDTIaC$3r3)qIxo+@Wt_ z$vP{2#L}!DJlNnqZB3R`)IR^R1)tW6Jj~?yaz9k);e~uLg%eY+&z76!{^Xg{pZ(#qNQ;Q zETS&6w9H^F6u9%CRO(^vi;m2qy)5>7qwkg-t=-%P zx6YaOx7sYBa*}InP*kIJ>K2bCE~|ix4eT#d?k_!Y)P1YGis@>Z_wTe+uRjVA3%8hc zl=Wz&(WAW!&S@DtzA4-~{po$-pp=UTAKaRuB`OqtrciKZ$KC>-XDv%t1aMsllepWK z^kh{q{|vVxnfry8w@0pTduedu()_9O(&nvCo1V_AvnBOJv0bSAT()UO2CoCzE`(Jwv|7GWzxRLY47p;16t#Em z&zDaRpCr5B3UB_-B`dOa{R}@h^XL0_%c}E(lV=>^$`)ZWouH=PlVYy8cEx!1TS>vb$ert|HYVpekc{U?b$H(1Yp{jDfAanYPR z(R#+|!kxj!+O8#;dZ(K7HTRtKdc`%JUns;iY0CmR_c{DzrIO5&i;kw{T)|*dHOcwf8 zT&Sp&D1PtP!JV~0`|80>zy78^yUp2Z>m{|8Gk#UE%K8rV4>z@!uRM9n{%XX%iT8?LtSxxBeS^s=eXW&2+WBuMU)3}G$srYV z!s^t~2j^YY6VuL4NZHSSxo=VZuYHG}{0n$EwR2*8%oj7ZBp=yjt{+ZajQNwK`PJst zhs0LZ9<4TeIWE%w~~Q)?DSU4lEZeW@=ff zu5)1Ko@K#5+ymlI3%X`Jtl59UpLg-5ZoENw)V|+vWxL?|q55xpJxQYBv$zJ$t!MFZero_wM}jKO0+9n|4_G2nKgJPCvW< z4fC_pzvuKU4?M>f|HRYz_roRuVY^=4Uw488f}XOh+m)8{#Nf!n!i=XYQhMcY&%X6< zrOzzQV-wvYn8d#B{BX+lxeoKE_U+}e^({F@-M?bG7Rv1wXlj>Kncb5q`$_LmLhril zuK6-;RhuIYNb$NkK4RF(Y<2mOb>pS{J+D4K+`fEEvZnl*qP6M${{&O73*HaRzs@m1 zW{>8&6|#$W<~~i%^ZosywCMYhS^szQO;8Iyw^6hq)lKo*ym_gmGf$^_f8K7bXyxJ^ z>U00X|Bfj?%MZjKUE z8uX_udGx}*=_6NC#*-h1Qun_<)_ZQv%?V{oo&{ZUd~!vW1b@W{>HgW%AR5WreyaT+|{&X{Mr!`-n#YFmwKLQO_Lp5A}&}L?Ed{V zdB5`fj?6#jHhtIi1&$6X=JTyNk?)#MI?cplxEpyx0 z7w(TPF8_5_{$quU_^R1lwJoaxPFyt=)4o)5`_l>I69H;mS8s^TW@2>^)R+=8X=zd+ zduhkwjP#1BpN_tmzeL=h_co`>MK*(Fp8ZZo7}ohT`yAjpu}Uz5uj-%WxwbiZKV8l5 z_?X3Z@3^z+??XG@FRFqQWWTSO(=_$(QlVF~&Of@M*KkAGN^6a%)o+2+|MROYT>UQV z7@Y2C`G41hd-9#^2@8Ju%wBO~S?~4CccvTnq_(Vp_*i{QsovxFzkJlS~e z+)Wj+$0xo#-_O(i>~Xo~4a+4{9n;rW{h3Lkkvli$yIhuBSE(s_GrqBW1?RRbq1&1ji$IeV6DhNMfc#kqftx|uoac(-g#KGgZa zb(bEKRJRLT+We=2MB?)Aw6KPJEBn{jlQ19y!KsT??`+6e<=c8+A^o z+IW3Q$Cb5qW={_9op*Jcgx(AtnXFW8iz_`V&VR8Mx^lmdtziaRzST9a#JSS@ySDU- zByu+_n07NqS)`7;Zf#f9UX2T)CmM`TXYb5WPuK8DSaP{V*S`8!e)!5G+0!2U(D$D5 zT>Vp=rFz2V14W-h6E^U>s*0{WexdH`Lb1;bF1b5)d@fz;<#WQGg;A_*!vAM#I~Mrg zY`@OCYIUmi)npIJEEg8$p2<@G`p>G)oa;P8#zyLmwosVAWW*s+hr;Gx^NcO#>OQKv za-wmcMd0J}=Wm(6E{@yteI3JZX7BdEyC-8r7C)bIy4cF)g@*g997}E;;c$U7ss8`m zSe6w}lV0m4w(Ycb_?4G!5gVfAKFpZuP(HaPi8H0b+*gL@n#l1}d}q(DXEDymJLIk$ zF)Kpj(9z!Cygs`-u00ICo0OD3AzVvn?V7`%Qx8j=m?=NiI%Lvi*5?7jpZ?vmRl4~0 zw`WxlN7$ufmw9BZ*@T}xD!l%>Yss8>MN_@!FTJz-=C1u-lkd%Xxn#Ly2Vd%iTQ;BT z8DA$cm7LbiTz+fCS!EHmNy*tq!-@lyN{%NLXG&PsT&&sKc+)$bM zzi9`X?ibdq8{+G}uD`a)=G?*bIr}qw@6GdiOUqa6_gy(H-b`xRfyk{3Zp7E_O_{ZJg1Ex=)gSUD_Rrlt zbH#@v1-rN^;#N*=ZT7Q%=KcA5?bh7c%QtD?X4!U9mLaC4(PQ=m&y-cqifE)AsUSy@-hxp(Rk~>c_oSN;cxJOqaZuw(80vLAmeVm~SgA?fkx^hgoig8q}8$V-`P#CvYT zM!}ok3U$f?US6BI{1n^Dpj)qW92)+Xt8R|G_U)6IW~lwVDIPzK_Bteo@nrkI>bi5f zv8B+yWzM%6y%p>}&!qUHe=g#9vF20bL6a87lGVy87H17yoX>N0scncdu(g0)*7emnN8 z`jcPv8L0*bHDmw4e@_a%E~S`x$j0OywEx6+`$$~ro6N00a{f$u6r1_#V5U>vZezEZ z%l0k4`KZ!i?M=OA>s^XWC%!Rm+_K^_-)+CghmL>PzTx8KDH|5}o|C)(Ep)fFIH$$^ zHRjP9i;M)0G-#mzit@kmKA5lt3FZvI|9*BV)08|FpNy}f-QW7?@$>%$pUtNCskPdr@UCi`3{CG~)m(xx;&g^7JX&#hr8 zC<~i0E9>yzGryno=)~+5^nYsdQd8Y-%Nq9s=dVfRRkQ@IKR+vui~aS}^Y)E8yh_u{ z4lT7vaB|Ho-e|B&*^o&`lrvo?)5S0 z2C+S7W21MxKJn}~^TPP9MM~FyJWpEx*8cc`?nj>{Jy$n4c>3)%6{WBleCfK(hPNw3 zJdf~B)GnXqJ@@*Ltlp~by-rSoEkYAwyjK7BJZFCXfn)k*9Ue`}X8&^Kax|n#&x-E}w*5AeP2Jwd-J9?|OdI-(_>AA!7 z^O^rK4|Uh=aGYN5#PIJ<(Q(aFg8dgAk~~+u-oMEtWzE^Eb-mA@9htE5e#rl8?7HPW z$CZv-s!CUjWUiOUIJfR|*1PkXH|E9Ny~)Z@aA~LVu5*kNF5Fq<#bB`c?469s#{V;C z7_XG@e79$5vh7E0=8fCS^5Rx3c>1OLDktaR`JtsY3yaS#(d;VJx|<(VZ2aZMv4|gq zy_c`9e$IX6_3P(dJO&fQC2}6O_Wzv3^8R#1(#y3BGZJG0w9dTDl@MxdE#18P>{28B znfoMULU;SH^U9x`ud~^Hn$Cyb^E2OH$maM^aB0^ivj=_;JhT5-?Ar0gu-kmgLRNleKV%N4F^lb-Z&w)ie5}w>ud~~r#r!!Y&e)V+Qe%1h zmQ^vTOpY5qB`1Wfd%EOvZNrnQuW@|a<7HLcPc8qV7B2O5N~qb4i;S~hZ!8WFxS{$e z;M(zfb0!s6%nLqNwa-y~Cwuv|v+pJO16z)4*s(n0bocR}2c4Bee_MVpPz{~-c#6H8 z{kL0*&f6|EzhBbxp;`56sOzB~b<+t+&R-V332NTqQguBpFtTpJ*9pguU3NSxXi<0Q zY~$KzDzVSBzACS*IkQ{ac(Nq#stt=oazmp3SAHolJ2TOd;gH=K6YeYOhaZWWyjoVt zC{XzC*dgAgwBBFVMw%0NE^oVg-AlmII^1Qp?&+l4dt)3gZ+L0EiGSX&&CxwoTG6rZ z`_9VOnk?s&WZdGYfAs#*UozZw`BUFz9NSQ9TzWvjtaAbLec%7pA)h;vKbgN-a!30i zm#^vuPVwyzLeH+e>3vSGe3PW=%+snH4?T32Y4ShES3g(SZP#(dn2z6hIh)%ioa^x~ zWqMQ`wWm_XouNHJV9u2{U)7t9&NtWB7%j7Ck?ShoyIbn}yLGkK<~%*5?0awBtKMAk zuPoIIPIl`yZM$MKXKUV3kF=t`6&XcGc8W|9t)0vmd`)6aI@6}uk~Ny#Typ-oeZScZ z-+lJHd}~du)wbBWp9+1wmAzcK@pFv&_Z_vbdbl`F?^)%6?(0d*I)Cgs(p+j;Y2N)m zA!k!{q?Yv!wu@6P-rdW}8@Ye?7gfh#YsD;uyPMhU7Ds>8T_b;J>)LXgMFP=`{Q)x_ z=Jq|@P`@quWzX6j*-;m!#Lqc6BebmlpR&u2y_b9+UVD?GSj3cVtd7nTJSDR^so>bXkatSo{wz+(`W)eWmhGHLdceZ2#U~e?b7@`~X~?s$ z%G-a6=o57*7Ci|D*QQA(DLhMWW^1o|${M3_zI~q03RThQNy`I+)U^Ag%ewBpe%Q0o ztY`J9+SnLBGh=hN|EuFT-k7{zHotoRLhse8*=v-3em6JwV0d17WsC3LmruSF2B-x$ z2~CsQSN@Q1c44gK{*|j|P7&qYx%8CM$-a{E&r{Z%;7b0#FHEcdl5WeS?=p9@^j03} ze;V6+c8*yv-^6vQTAeTdy?A8q8Zv##{PHQ5F^?4lmZ<4hXFt=t!1nIr^nYsHFd?}OLRNuFmDR8+8i)ya^5e=i4abN}u#^K$>+ ze9q0!%ogMdh8q_REhg1T zUwr;8ENIoSu<4Q$8P!@i^m?Dpt=Ea2vc!X_qkd^r&y@{5MsHLPr=2_cO?F9Sv+zZc zYvJGf&$QintMScs|840>j9T_9&o2HDRrM>!BfxmVs*8^!T6QMBnI7w;llzxZbA7>H zB`1TX`ok&Q8guG)FPwhu?c6DMpKNH?ow)B#>Lun~8+FQGa$Cj+-3Z9CH~A{P@OS)pDNsWn)2u3q`16__*E*^pEzpR)pp+dyV34V z>x=!TmaUDy%QNY(dewWxN1kgFv*YTny^R9Z3p|aa~g}|H$^cDXdjuT zQuOxerVkJFPV9ayC!E^uzUJ;^6VqeIDe#lxOdeqUOVMe>WM*T;#1nr z3+#(_J^oX-!aEL#FJ_wGV@?pPLn8-FIlllOJz0WIG>Ed6u-{=GwhC_Z$kzoqm2|@zs5L z8GmxuS^RkOdd2LQPnTWFwsnX<+H+n^QC8YUtnbFhNQoo=m0q!(PFncrUZmgMNvEH# zty`9s{i0dYd-me@!e0-Z?bshVv-Pp?%(}+7XEQ$rKHha?v)Rj5J+YZ8Gt%|H?_vL2 zumRjmno~#o6we)M!)}RG@B~|qfb$VEN@VIXKcb-|RCAj$5s+jY8c$~MS-;pZY zHIser*@$PcmGz1>;Y-+#HdF*-z^KdtL| z`S@vNE9-?jZ3>?IS$$fzTu6OQR^?sY`ub`n_y4Q)(~{ru2W+oNc|T{ytrX@4&q=Fv zcccqFyCAWJVVdOAUr7g2Dql4{vnVsq5M33-*=^qFG0947p}xD*gEL!NI)k>Ut`+{j zzogogSwq!%Px_3=Q|b{XR{HVn4|-AaJ^IZRm&Rvjw8V0@z5SMaX2lT|TX7kmw+mCw zI6gSIMAmYBPZ)pF;$J>q-tHaxX9dq~-*s-<>_@tSL6FQ?mdcI46-%q3Yww0%MbsGzX za=UDkf9#ciYQZkP^O;81HpSd=Z#{FWB|7|;>8a^;CH@H|@ycIqS0^ntPpop&b7CXuz0)P%Fj??eejwUzG45=UKE?{u$#BK zL;47_dHu0wz9UYdCcOd28Xix)aQ;$;s93_I70G{hOi=im({Sa9YQpo6Z_gc@tz=Wa z{5Dg>;lMXj=XuQ1S~}hDbHHDBqgVfo%Y`MG0+;{gdS#@tw7l!u+!I3O_nQxX(KwLA zw)97Z0Vo2FmAw%uI+aKdyo*C`iPJMytd97|J_ zUH!SJ_-4k5>nque)6YJ68F0iQKuYuT!(E;JjVYOy5`yNLwbHR%b z<(_JKSJoe|qePyH|0*wK{hT~6Im~~>%W{><-G^4&Pb+J9-y>Ke zdeUCT&#lpD#$&$qH>Y2XIw-!j=-c6?BGM~&GHg%yBFYr6`c2kMp#4nm>>KV+B7Sw7 zFX-rYn7)6-+z(|&b94FXIYm;|FGvs5%>2?>dui*=O?>Rfj<(P8m2v(jaE|Rj`p19- z$=V9Tw@&LG>+oHfTPe;`_4Y(Ci|(3B)?%`(Hyz8ii+o_*{d^7o$&4v_EBGyc*B=yG zH>=WH__IsIv<N)KSY^7wY!!}=TUA5<5Hzpk6Pcjc>x(e~Z$GXyt& z4eOH5ce@hh6QtfEoKc~?S7&S>|(>3M2Lp1!hEKbI!4xMqHs>8Ba{DocK-Wr(tDzqNF==A?u6h0j73 zmZ+RheZDy>;_-$!`$J#yjve21?b}Q())(Dp-^~nMuqUQVU+Cr36tPQBioT!Gd*+v8 zKikc!ox|ecM^#3qv+m-a)r)rIJv#TQYsdEOBJTn&Y?#e&K5u`2)ST3%)|2uWXR^2H zdw$=3TPtL9*3=o%XXJzaYTU4YBzSyLDA&rxqHiZNRz%EGIxYGtpe>*xu4MJ8^x#B$ zj`BHC#|0#NJJ_xoyIVRquHyb%I)5f-=-EjQjlch1IGcRY`%}xE=XtoWZy!%%NNO48Qx5mD~6wdxH0$nxh%_!bIy+ z*p_?J2CauTURLE^?`_;MspC>`m2L5A_k}!vmaYgqZ8E9ZBq91I!;JR__#U^MmDS#w zYPqxi-*mf}K>mbP|Nd@mzxn#!QHx-?_2Ro4mY&v{xILui#XRX0fmMl1KW>lFpJY{% zZP)(%`K%QxDQCqjIOp#)G+X*$;@A2kkE5DWox)bEQRB%CWwblR7+`#OeHi=8M5SIn zt=Q<32R;RFKXLGvbc4qBhjXnyPSigf#nyk$CkoPA1h(L^3uwM8>TMM6{ko_tvudUmeb z;?+%Cra2sCP98A7v8?59 zL9lJ0+v%Np^4HAIsZX@ZzVyI$ZS!@_e4VmfPEE z9=lI|`Cp-Td*vLiN5?Y1{gWa7q|NHiy|2QqcE4x1Z_f9#z5nYFN0iP~$@br~R&Hh$){)oondSTEUC#dYDIUMC z-qM;_6mj=1+wPg{wv06o<~6YtYAzCs3*!06<^TTgwa|5;`HN#3XC+NHG=0o4CEQSh zQ)Hul%fXO|f7dzqCNi#-`XoK=)67yaCTWMlN1Zw@V!fF*S&z2-Dw%4l@0z%2^TNvh z(lZ>lCEQ;XmUgZXebsX3!r%7_a^}E4E2103f&E$g z?mGn{;Wn;fm4+92UuG@2m9--3UwrwFrcg7t_zClK)L!M@IxaqMuW{x2_-CR%KU%{6 z@7tfW%d){f^oehiZN`LQaVf&vQ z#5UJMav`_(T@@!j6<$|Qn;To!YlqJ>{;3k}a?I)J>eQt^8L>0(o@+WRwe5;+aZFa; zadpvttwM(Epiui)vvj-zLqd#pURrT?6XP-yaj~7k%hz`~X^0!H{IoFqA^VZa_=_uc z7?>|ETg^8o{?Z-GwqkK6BOi@td*!x>$LwZ}+V|m|rtj{%c8NYQ`D=T6ML5?mXk-*@ zYn_|baQ8x{N~XpMi?;H;Z(psByV$J2t+{G%%?h3$_n-EkVU1t7$u(Plx$(Rk2~V#v zGA-kNt?BoLTjQ7rOY74p|JLxoeZK9QTc-yaderCLyAtGZ9xaZ5-I_(LXET`57muo#ddFA`PRO^qvS-Bcb zv;Xto*mCM!`Nz^<62(cESN%CQCvcvcu*}r1M=ebJM)V5^+uXA*Z+WPQ9K_s@t_Z`(8ivoHj+k z^{|ZwQ{ICUho@;hdc?Cv&~s@3!<0`q^Wrv_X(tPb?@zN}y5h)q%G~gF=Go9N!RYl| z9N(Vv=1+ak^HfKU&Evx}JI@Y|CMnC`9N`E1OMYKq42pdR*LPQ5g7gUMUb=(?uX=(ii=W5nBgVgsd$UAQ0k9aXNH*u7nu(bm2v`iZ8@)4ql< ztAfYh=Kk{kJB6crlbw*s_kHbYpHFKf{p)wyT`{Y%dg9&lOJ;WLj$8Th#R|7IuU5@a zd(&8PwleSg+=rW+o*rBD;h4AF{p*6xNeN+6S<|Fv&9e)8e)r6}Y0+OdwQ{sw__Z|0 z|4!*yCJ8y;FT#4Vbs+~9@9KJ3F8ro?Va5+Tzp{(37NrH$Znde1G~VrdC+*)O4&#te zW4EFu>0S@L50`BEIte>qzuKJ$d#wTBn}OTGE<)8O|^q3K1pCmGydwN6>? z#KoX1?yuFB=loPQnNxCvUG=h8@JD~J7IHe?JvW=Gi^WrKbVo~9j2bye8u6T--C&F3X*u|cI*~h<8FS1ZFyO6 zdUXEOC%1)GR$gE~&G-I;Ios4@t6n9}(0)H->zq}cGM)BJaZ*+;D;MXPEckTYU()bv zRL##TZ^d8#Ikz=*-tOX;hZ1Tcq&yd-nyxtT`@}h8#lv$xZd`3>e#k$#QzX))=4b2f z+!q|TS+AXZ%6w*(R95X~0sewHM(q1HZmls*{dZbbATRuF#T>7s`Ah}ENA7yred39e zsl9scBwuLQqRcDdj8kQvtRP8Xny6pi?Vm_D?fr5*W!LFlJx|V_f3fcLr#y!pOD)exPFklMy~?uwXs39Yd`|wx zg4?aLQw6!3?yi+EoN~K%y&E~5#)l=dp=c&%(SSpD{$!uc2Sj{Ew`4fN$q zC2oJ%wmQV%Z}gY$G<~;b<`W0CC7rdNEm^zp^Ml$6lP#ir`2sak1P&Q(4YBTt>iFre zv)GS!X?A09xntWwfyy;OO6(r1IhwDB2%gBXeYgJ4O1@+2!f9Qv=P-BJzq(hwUi92T zuI>Q&WWQ2@ecoPHF5EvqRWW93DAn0-?^rZ>@Sw@hW~`mPxz(H?_%DZ`F+(a}Px)u&({IwZM7d z-(K<79_EHa$vY}67`Md5JC|JC`etH#@=Mio_d1Q|=%|GpGx%ZtzR@|YX-(#m*>e_b z4y`@c;SiX+%-e0}ljl9U{okfa<P=2wQ}Zf=afw0S*6Z&2kGrNeJ>N8I z`?am&f~Ozt4vkwID)zzY_XXC@mYHXzE34T}H%_g%aKwD?&rZ?)$^DNn{C&LeQn75K zcWtuqbNL_b6JH3dF?1?pU|Y+`67Bp+ILOkZ+@?P8$F-L)J(irleW|-qW6iS(2j&E< zYW=+XiQc7cc}ylJ`)@6K^!MjP*B^1#69j&Jc`<`^Gw1&|!5<%_pE%aT~k< zv`ecj5A759aBI~$r3dP)e&KR~71@9LmuY%S6l_*-SN#;M|Api6zif#t^;fUoP1y6J zwf@wCx29}O;)}lC{kQJK3FU(~p0E~fwAs7n-^u;XjcDiRp-3;dd`iv1+}W!rJsFTH|v4;y4e|ww@zowm)xQdd#2#A-u8LU zW%pWy8RFGm?X=nLxj#Ntp}vg2dQa`jV;izv#Qs|eu>9Q_w0B--^3os4H(uDt9zFWZ zg263ch3P13&6G*+=Au`LcS?waI!bKIAa@EdQ)45wg55W1_Xqfu6j7 zha_wcnjE#rTf$wcC()s=Z@xe-%2{gmb8)X#OL=^@m`FdiE7RCpnPT{A#hN^?h`o&I zYRL|7Q!gGDshr5OK-f)MNXRYm*}>Ap*RJUEze$Hz-x1R*H~P+U`C`$k_5h6^R)@_MAN2KK z`n7zSL(AtauU{{&`&4v$LWzOk(W$Rzzx*U|-QaCsc(sh4MVR`L?uTj$VLh{d@vWcZ z&Bl4B@4M>`>CE|$*6Zd~{o|{3do6y)PRuxP%OHuqyQkBKF&K^I;|t!wIA5LYb~8a40Lt_%0nS1$TE zVPlWspWcwtv}V8R+j07ZeLIxWr){0C#&`PMg&FUThJRndZPPK^baU2Xr7NeanfBdJ zK2+VYA>MhL&gQmLPBo7UHflP5*Ic&Wa-E;_#IO3i^USKht`N`h7q>m7Un(Mf<;GEK zh44Fh2TtA6b~*cS@%6NyzpIWd4xRB!=${_98Rr{s@dwH4v)#^=Xe}Q<@U5i{7iSnTO^4!J|${~fJ6 z+S30;``M9|zXW#Y$DGJ6K6)~~Z_DzWpqPfH1;yU;*;%K|-f-!G!ksxqb{;IopM&Sc z+&$}+omqadVdDK0+FrVsy_M>wUk{0nIGVfjPyCw)dzrK*+=@5ft-RAgyYrxzOxA+E zD`R)fv+_ymIW1fv(DHXNTM+tr*NPM5spJ!02CId`JhXUoD@ zmu~2vx}H-Wy)#VgMa`eN+2bBev`2{R%y3x+#03wNc_sA6LFBKXy#@ob!G0X~RRS!hDw)R&uj#o9N-h za_gi<@04w+FG>a1ew)94S>=U`{oW0e76<74x7_(9`uwEyjI?jzcjx9^W8ETp%=-M) z+oq{)fsQN6{>uA^GKFRZ_1qGue#Y>2;|0C!fE4EAY1}@ykEt{LdOmB>%XprUom)@W z*tAC^m&Wu3+g+diW$9eW_TbRzH(2_gJmJ1_AxmZF_C?&)FVc2;9=mMzT=HL||N4$> zldXvt?sQ1+o||N%=v~lIRTno$Z;P5WkFK3;`-!-jQGZpG7KyfX-xuC__QN9M@U}(A zXI-9j%6<8?Um_lF&K;kkdA=m?`zEhEakr}MQ=xJ?eu-IZb5$0YNBVed%bubU$7XA> z+VSr1wXY^_&kSq7#PD>hW(n&X?+KI4-YT8h&s0{fcIofmx0cthOlW&{FV5$=t<0*e z*Drr~Qy{k8GH#Z2^7MlfFBpcMmb>=tRo1`ffrd9G|4S;}|9Z9Jg=Bx;z@_Y^t&A&X zR5ZjtTYHG@1Cvij-dbLjGd0fqQ>F)etlW8GA*Tw5Ma8K_Ngtza3UY$%Htb%#=+?fh zucd$OeSRwN{A@m&m$LnuTK!S;W9OODq+^03>%@UO-nakk&d5D; zuTSA+y4xnhOWBdi?FJj-_fNWc@Zb#b@om3`9e?xD zD}CV{{ljZxI-kX^S$`@ir0CD-==##H^R7-mbRu`Bq*8ovX6nO}(ta1YPF8c~Fn@Y1 zukXH~Ki1{di;PCLT^-Fi$Clg*-%{UVCHXANFn->Wz1u9;|9rl-Kh*8!G&PM_lf@Hu zzn3{C|IKRWujJnk6!*S&<9+VGr18pmj*ztauhW$`3vqvZCVpV0>fWyJi4K2Xlw(xH*91zvK5ce?-ICd?iYb?3$9h*TA`MwvugcEqlq68M-gn*J#XGEcQ>~Z`b*N z>gIcna-q3LH!m@A@md_?ZF3{a;>{WRw?g;wHKIB?b<+IBTpt9c=gHq~-gTYn-@=GL z&r%i3uk3o%R-YjowZnkn>!v9Eq&21M!nm`x-gsx=R(QUzS48tdNBciR={0T98csfj zI%_7aD=2oGm{cbF($R;PYeL<*pT8C}O%CHd)Li!3@&6(6y9-5pfKM| z>t5A%-@B8(ZHS(Iy2dGHG4DQyDaU+r6tA{jSbv49blP9}zOOIWFEJDP67Vcpxw|}} z`b^{O=C^CF%A0Rqy3JsV$z1K4!cWfbj0P7%!)3Aq4|{$&5va%)CG_4_gK>*SkfyKF ziATrR|6i=|_e$S>l_}d~AD*4(-@|#cp=(*ok<#rAe!V9jp0D1l{zra=?vu_(XYISc z&iMU%=}OLmNX_C-E!~=kEiya1?N&u429-&1KG4`MyZXb@8=L=3?33m1dYbmd#Ze(s zh;8Q;lj(cxl{%hAyE)7;%2~1_TypKv-tN+MKR&Kom%5&#{ohXZGuo5d|Nfn)uEx43 zt4Mm9zlrx>Gofd%O1kgOWRDZvdyU=W>BI|8GrAjsFZ86}<#@45ti@{pXg^@JTRn-R1yJg(-G&#Xp`hKXYa; zD76KQ>1{cMo@I|G>j)@H%-_)#8Q$^4)+wdoOQ2kJy3N&jKX*mvpX)B2F^jpL zzle|jYQmjYN9(@1ue)r!VaNVV3D>-{d#Yt3nj^35*xqoDzKb{r&Y~k6XDp$N* zKF&)?u4ElV@EKS?dF z(#Vvbuw8Ja!C$3=1(N-5lgh$37MytXP%Zc8WpVE~0XOMHg+7;?uPY)BF>WYkPLEmJ zow(w_nd`;k7M2z-k7>8$hF1zCFVJ}E7rMh_XYo0+JD&W1XKZTel6-l;H+M_fQ-k0q z)3lB6_-}4tJ>TQ-EMwl>pC2A=bu7(_?RuFnUB&8Xz&QOk&yATLS2*6Z?t8PFcbeJc z^vp?1Bwe-5Z~9{_Y-Y=KRu-{H)W|Ty%1ZMeF~RXbD@s3o8U$drzr+ym$DiQ{t>wOLZ^J*&pz; zz997ZefzAs2a`2EFHip~^#AVmpf*+k@5s%`@jHG-GMIf{>?~Z}uwdehoqO8aS|d77 z_&m9?)u2c6#Ozhc7B(GWuCMN2(!ITNLUH?ovp=GzEZ0B#U(tNM>hxDF~eX+bJE1212t3Yx|&0>!_BaSw` zY>`#j^KIWSoia1s#1X*#nVU-|@%QT{-&Kp4&b*dU)8lEl?fLLWsgn81(!gnjwf1MG ze=dI$9le85-Xx>u%=9zapIOi5Ua7D+7GLDNZbw4PvHe+{;*n3BzJJ(NtYcHS@ZGa& zK7li98(9i&-Mg@H(xYN&l|Nf2zP{>z&!zvliAzn|!I!ufBYVJGWO#RC%l4d+E zH*DMSvtWa}*5FdN%~Lt}XKB8j#z(_S&3B9|p6on# zY}t~KRhk@atKa*+pK;8?^0Z0l;-muSl?%?tPs%7TSna#I>$jBNx5bIu4~7d*%agnM zw|krN+w67m@qJbEPSmqT^xvGiljm#atjlj6tl+s`yq3>dC-cao7Z0S0Qy)M4=i_k5 zKcK(sr2?P5w)yq9lOO%BSlqftv0msc+XoZVuKbBxyXT+0`uvHfWXGKa2J59wHf-i@ z;klcheEavAzq_x`d6`$!B2jrP-}$7`mG+jK9MLORE_V1P`g(H?f9JCv&rRX6kHyxl zyc)&klUbi#s6K7MKB2lv0=HN5+JBgnmamzOuZ+*C=PObJQ;NUuDqx-Jp*i(= z`RA173HCb8OHRL-$hGyxToda|eJk^Gg7dn!FJ5^2rD)RD8P75|Z}ka(m&IZ5r){?P z@k=cF|F{2r#C3B+uB(Aaay2PFjr&RP76GP?ZPcbdeWxC^Q!J7>mkm*1zn zBTC8T&6-Vq6Xvayp0csN%T6gvwfD$jz8B&wZfVQf+7}tdh;HNk%3J$A^9X-*tfXxQ(!p zxb-K!_(`*D%obS$EwZ!z-+cJ=nxYTtT*Ai2r+UqLSN-!%PC8bxr|FYZL!EWj4XIO~ zKmBmmE;KTKx}%==OQ-<1w6)?^r=34UT3tD}yg%OZ;^mG9H(FjyE4{S(rO8ZpcI`u| znP;22m=?Xf^R}_#@s@(1j7+-|R|`%~yz^37n17D)^0)K%ex2NN^6X@{hb=;1#OuW@ zrv_P1e)s8WXv$UA|9qb+jkNwQVNd0paHNy*URZa8`OecHg3Y%GSI_8iDv66cEtwF! zX~Xen#(hub9@%ugG2nxKyhucZROKTk|K>Ms{t5wi3r{@%9{%1WLR-2zxZtkWlx4L} zxyCL#3IvTWFMabqb??j!vmlu-6aVL~-2J%IW%KKUXPLfNmYwcZnB$n4yuJ3q6SE06 zQVL#I%u@xHr_2;KED_wdB*}2zZ2O3ao2%a^pE*x}&1mPV2ilU%g_HT7 zNrddFySAX~%robo4xJPK-UlM#DP zEm|OCaeV1Nrv(!4PYZZ;Y>nqlOK>_I*RxM=!=&366hDf0<{0}H?PK}M+*X#~Ae^Pc zo%Z;{&fc?^PHP1TGdhKQ-C$vnc;v&|I(3n$!qHB`Rhmsa=0QOrpOR8a8s49Enez}a-~sm1z#oG%WlUt4BBDJLu9D06$zpXlAEs`pl2&k|nuJ!?j_@tK3ac;D}z z^|gcjVq3m>|KecTso_&kGnD>o{9d!@g?i`j&CNo)6>F1jFVC)bwNJEt#yjT1r?L4qZ3bRLX1L_r5o$_r>RRvLcsK zwl8;OHHp6H>$Gp4QG#vfy-kJN)~ZXa(QgiZJu_5TvL`Iz=gN+!l7>$EOeb6taI8G& z^!)9E>F@28em#-=+S?JI9=~+wT(+3EH&UuUc;4AOr`#(+{E2%8d#_90#xr@Fl9*f# z!jy04l$WqMs>bnX2;E?E;@r!da&+Db-j)91H*6lC%Q9S8vNEOW@ag?xn%cXB?>}~r zc(`e2oMTPC`rQf^Njp2)^O zdzSP6wr~f!6^idPX;`!}Xz8BX<^7qh@4Kw4^~)DrX#R10w`YnO-<$A{hWgvxxMJc` zmMz(M=U4QBZ<|ej-0N*iIS?0J_5QM1n(|)l`Cm?}cy7|WWqe0NezR{=L-*9B>1jt^ zEcKblq;vmX)cg&{;v5y$uRMIieZ>Z@Lwzx2-u=193qr5#y5XU3*Yi5YrsrHsoXo73 zxwkV`mG1P+nHq7)ZI`P}%!K`OABb!4nz&C7lWU8)u>CkA-}Em5`%4@HrXOWdyTnly zU&!fPH=oVXq2q9N`zgOUrI5*l3(p`fr%>rliOChAI0XZHZ}eg@MmuI zmzSKU779$zTHCE`ox4exBS-q%stsS~q>Jr#=;K|uQuWQNpI`YEEcQ5WE0R{VI3T($ zdAoAyrD=T1$p<zX!^3tuN^b*tk}>Pv;W%{R3P626%V; zU!=&Vz3Q3ZTo-?LV^Gk8nC?mYdbb^>R|Mowi}g%1VbG z|HunAsLaphS2@9Ybd~Cr4;N1x&r(v+w!iCh&Dl7nth?Y|0%tbQt=BidE|Qho@j0C- zzq2i{+*;KAYvf z=)*39#nG-4_aEzh^)83yZfDQz?wlDyDc-e_rhBwDt?u`jR-z@K@@8LM!rG+9L-PW6 zUVV7(^EP$uKa^HOMsv4;`B|g zg9|?GN^EwVa(BYS1=)G+)81<@ezkk&;h!}fQVt$rmB)Bq@$Q~@^~z4p+?*c9fS>0h zzDvAOxZoPayvX!YtN&-)2p^u@xvpV5b~&qX?%e#84mtMbh3*6uC*)8OQ= zZN*B)-|APQ_2l(`Y`l4MX7da0&l_6)G~}(D<+V%RMbA4pgzM9WxuxRE&N`*Pz5KE5 zLafD9v$W&M%_%J8qeR|@bmdut~T|?^4|fU3J)#ry8q&P_6NDg6|AScWtT~| zwd~*K(!Zx(;97I|kqVDz+@?O3tkY|caQvS!t={qZp*0Wn@|ABd^!loLBJqy1`p0+Q zZ|lb=vhH5}{`j1*Tf#fkZ#JhNJIEg?aU^l$ZHxXbpS4%X{E3@?=>G%hOy0#uywham znR^ba@0_~s(~Z`|OUzl^4NM+Ayaz4kc_wgtd(3SnC?B}HFHfxK&Q_oGQ~%8_4|>uh zc5`(qPsCFoMgz5Oe9)&~?nFLPBEo2n&HA}?|A(1r_^KkgNL5?1tNR1zs* zwz)1QcRX5;A@6UpzV?YEKb|=^ZwK$RNd36<;yI^PGv_64{IGj>^_Hkbsy{lTBi^2N zEPAP~$8q52J~Nd*3Gpiufl75=H#UAwmG%&g-f!*Tv`tZ&KXr3=9XPF1QkFZp(@XG0<^Q{uIgGLs>LS0Mo>-~% zUbZOU=Pf^-lEVA_+Dqdnzb~ueI`!>_jL(bnKh_-Aw>ik_erX~5NuwWg_I~-R_3v8D8|!la#>+%ed>>A*Pnj+{*bF%_31%RYsZ{LeHTjgXWd-7^Y*OL8^;bTbMW{S zywqCYkJXXQD}rt;opICDJX~#?PWcRvv-wT4AK#e2?dhcJWnn?=J{y_k&Db)&NA~qR zRy_Qr!s6knxz~=?s+Z)3o#Oq=&)@ZA)`vpIp59`awtX*H3S9zbKhksRS-#BloJF+N zN}dgyazAf$?G(>Hx{zaL&cg$aQa(m6zY6f*UMc-7ko?Tlr9N{h9gxlLIew$EzwN0XZ@yIWQrGON8e zQM)W#yL-X+^%C0+_6lB{a4|DQapL+9YYHqJA3o?mQ_He*CI9?|zh~hKKrOB>c)dB0%^>#oSc$I5kU-mP9A zG9~!(!VLMF*{=Cd?&?3i-Q_&lXa3Ln2eJwd4Euy5ix0gsG(W*2s1fPc#&qzu|J9cg z=ige)Tex_^v!W*r>#qw>m~Sv&SDm-^o%!ZxEk?!x--7pUwq@{XI8d?Oa zhH6{e-WKjv)2=+h9hSGh?lg<#tE-O%U$&V}T-W?O!)LAU&h*WBkKXDDS(kBMPWNs( zx#02Kx?%&%nJwC{Zn538xwF3CMP~(g&OKF{;{La_e~#j2|lPHbeG6)?xYc|pvAo?mTdFXWCtV&k3sYN6!UI6LF5 z2V--LoD9~5-%V>YRSQemC^GTV1GiNIX6GE+ugc5sm-1BlDRdy|!@gCqAxx}?x|U25 zRoW1;x_0@0^Oi%AVe9r=eBLVVJkeGCLtvy);)Loy_dkXncQCqMYP93~L;q7=ewCzm9){Lr#_IP*zG+kU?o0|7SbTeD^_S5DUbm8M_D0#RCF-*uD>wKF zeRJFBu~1q#d27eDKPMNTGgJz= z_5vaNOSBYCGmly}gtdjP(ztOlIQs3SbMxN239oO->py($U9Z8Xoki&~R`*kbg%_=v z_(yN&t-qnuU0_~jqN1t!mC^{qTuKJP>RWYw&s?>f<4d#BXeY&v}?!R*l8 zy{lvu%9qJ#RxusZ4K$$0d{vZXMXPIHp4E`E=FGThtWVgyWd6)t&fu;tThS zUgLa4_l^_dkK{iUCd5AxT~v~$8{MV9Cf4Wl-pLp3jU`)s_%o-S+!lA$?ogtHlPGU+ zoU`M@ct0JDt4n^y#%NxX()t(k-8Uzx$E@sGs*~Qg2YXMv$nCjka-~-{Vb7VX z#m7|clGm}XJ=wM|o-rZuIlPGwo7Tj!AQ*kn@Lx78o}*S%+zb~qDO zvZur@oav1I-StwQX;%7%4?ouE@$aAVodzz>DO>s9g*KC@cWzqkH4%g}VNsB*B z7Y$-Owb5UlZSISCaL{jD!q7;JgCVNRgxlhgZ^IoYoTtDWq1b;w$@V0qMS7O%+r zKB->f2Zai_JGt4M_a-0QKa)kT#C6h7q2?(*(-@nTZp^>UEC0k#Kz5J#+Sfe0A3lDk zu6pNL(odZS*Jgf|IkrS9Bq;2`d(l(dlfAaIX0EbnI%gNMC3D5xt3vl9XMXt;DPyi`ObKPFtH#wz#SaE^cx5=DYf7%~EOO9V)U;B93Qr8D(_(ju=C+=#M(_z{2Txmve zgF@&ppNe&Jdsw0tt+{;tc{7+1=>?Jbk|;~4qRWoF#f;A zx?kMquPnK26TUC~^P@czH?1r3Z=UQsVS1sdtA1s|Y#z((`+o}RE0$(@>jfQd zQ%|S)Y~hLB<`Z3Fc@xxL<{CWsuG!Vp`B!((&F52h<~A+=ADlh=9J7tVcCVW&{&W1@ zlhV5UF7Kz<pM0Ht%=Pnw^HU})G7WP5EYGAJJ=Z{5MlpKVW)r50g6O@&%sC@5J{i)jK}jay2S=+8e_)L)bXpB4>%;FKe+WJHjh(Fz*ZrJbswttl8=F z|LuNfUG=!({{D{1=P3=#48^8KX6G5+TpRyWwdvfYt#7OkYR|Ayo0|2S-~5^fV^`vd zq$Pg5ac}O2o{}n8e#pzA&3CB5AY-BtTldW;NyoVC2y=EP)Gm(tjv zb6~B^@f3xnUned2>|?|qBWK~YSN44Q{HqhhHH~+c`N(X0>A=7?ohxMi^O>7WUWJrY ziQn_xJ0ou2R%xYGymIw_SwE$%``1(5zwcFqTkni@cdzb@<9dImwf;$WTGDyM>5NIl!w`-W+a>h>$lWn7Z=cA_^!$&K z*?H5KS~KjEoGM})l@w!xrDMbOHp+feIy3F-qlAv^|1S*Z6>nsCy>4H~f!v8#Eq44k z&~9@%XvMAS*Zen+IxIBUId9sh4Xh!$;_Xrv&J5qgJ@@VD6TPq|{qmNR-&W-M-&`6y z{gHIN@`A%H-^!HiX3GTK^U`z_d%Q65{HA+#8VNVHoyp(uHv5s}>&2dncW#<}I54zK zbZ@WwsausF)n3#!JhyGgHe@Qy4 zu)?FiK366#cK@!b|JU5i?ajlFi$8v_+gg9`d0S;j{7$WZ8H?s7Ihwu5dX}5#|4Lk` z@5{Q6cOso)qpY+y2+fk|yXcZ%X=?E#Lv-_Mp(u^DG8y)(X7o+Du)On?-9hQ(Lyr!< zll5FBUlgwXcsBcmhvsZ^4*O}oo;{1>^;*7}XZ^Q&T1=So!PoLilj-%`$&!DZoV~U^ z_^oVeRczJb}MKL8ov7^_f-BoSIRe8>A8wt z-0OvtZaw^b{i1$#lO=c6vU#bC)$QgcpW|$s0muI(Q%7(72 z3pXn490Zo9W_@2*+xJ?c4W&z|eQYd-RD zr5UbQWj`kW)yS$wo0oIll#VZL%~RJ2D?L4U|LvKc+RA4c{&Qa`T~g0JzxMr>y{V74 z-8@izb;EYEtP`yNk0q#IG*W2TwcM4(?Zw*kJ&}PoJ}Ue^X2y^rA$oV=-OE3{wyWnR zZl1W{@P)Ng5(Ky(buHTc)H%0IZN=3H(X`gOz4h&;8#28ga{ks+P0aEAap;-qx37x@ zR!jNu&y8HdE4BK=w$LMY=1&Ow_4D4!sYZGRxvj}x*uO9Hw>^67EsLD2mwM>7&#MjM zC2pt8O5k)m-*TMy+?~aj_7=O#>^{e{p;5K)(6P<7(_*{Jj`6)byZd-V`upeW%UP7` z^7#%Q-8b?2M616`_wn&ty}fL8XxrS0Gu@wUunPQq`DFFw8z&!Jk2x?^P5Md9l6(90 zJAZm;s3zn%UrC-(`uVGeqoV!Z{mf6UmDcO+oG8YduHCob&FNO{xfg#OoZMo@(_0rK zJmU(-sk?PC9cr6*E%w^Eu{1mIPKjT<^v$nN-C9dG7{~EWQOG%6<0Z$=8R0cqao+6> zb5100=}e!b5Oj)zd7GlgTrLj%snSE zn3bxkmivf!>&(!QatTb6xptu`|AK**;sTrXP9?Jr)Ha-`R@D^vpY?^)d85reX`g`n zu!echZ1j>kSVj7tJ24&fx~FvbxRu%oN0IjHy$-kjZs<<9dj51mE3@jkx?TGuuKY<4 zJ76NL+r9Zlx8JmqpB5YUE)xkl(=l(sBSv<&J?i58ryuHdO23Ui=2ep|ua-~F?D!E?&b43)$KwXW zdGBTWPwIAUY!I-GQ$1|I)^`f;#0nuKThYm{ioTB zDx3D}UA!7vc&ae(WUCmSM7;wLqBeoSu5JAwzTwd=F;?Fo~S#2Y|}jbxn~5q zOXw4)Kb)ypL7YXh@yuH_G2Y*%n;{iW5_wVr{89tg7E$}LYhxO;p4 z^)n`dotN~UJ2cu)ymP$<%ncaFb~$fb!gu5UB;bE(No3J zXD<&?=XjlVL&+jvW$}Y=3b#J)`YLCwV9vjN`B`U~-ADI4xp`gig4B*whI(03!)!x~ikpAiX2lt=v3q{>(CIVlME<&G$}OMw@6g6sE8An12r!ux zEW9nYWUr(#w>$3>sq>Au%P$xnuZeO9Vd`pN+^gL<=VS6@K%J`D-%tVs%|^M(3SPq_M2RonHH^?|I&Gb zqilMog3`accLZL|++6#)Gb(%e^u*-Hv*u3P@^t-`UeHkdM&h&XQ#Xq)N^*J~K2{VI zdaU4`Sdn&){8SP4!@Li=j-q`qC}+UzmS?n`ElER#w7J_}4Nu8-$1Kf+OEss9iS>D#N{ef;WnJ>*x!rbk;Qo&In&#Oc!c4A!vfRc+Q=_Zj~?T|Vz-L0Q2@ zZtw7zJ6<`BGu~J~QFH1GYEAa2mJj4M|2Ofg1Jg&#-YBv3hIfa*axHaz{<}Er>nWod z-m30yXOmCI--@4oQMLGo&=k>JMv3}Wr5duYuH5+h>FrCkom14St~_FRy6dsu>eGo@ z9`gR?QXwTOos!|(Dh<2O{`W8`e#3z$Oa7>I<4l(=_csY9FK|P_)=RZuV4^*laY`^sH$D3^* zR)wuu-crB$l;W1N*G?UI6?*aLlLHfXJfE@8^WtNdM+eS@`30<;GH;XR@_WuPGFR>f zK9kt`=RE%@9*rT3DyGY~9Uc%TI68-uUvkUdMvjol8tTuI4`F?{Eq* z>fahVH{s5Uji(PL2=ZNY% zt8t}9bp4`s-NpXfd0O6{+u!zpWv>4$?FI7l=Im+qKE?6HTye!}M)_&mCa6~=@$Fr) zSC!-BYQwkPQ+8H-*YUWacYMjyFsA%}j?EDT-`+C4lYA+9%D^zYBs0yr@PXjkmyXxB zE6m^i;O`Ni)%^8!bN|+ce&DHR3|pV)`Dx{=`U-22-u7Aj?^69P8F+s}HC|KKnZ(H+quxmY-{Ubmy+Hy7Z#6 zF7Ve&s{{TIi<{@and#qcC$7Su``T-@@w-b>y(tBPCmC+*0Zxyi3MNR4mW!hd$F9t#Gx zP0uv%dcYcf_5Gbsi*g^l&wr-8cfoXvcQco_ho|m1S7C7IR2hO%~mAv>*Q=UFQ8DzSjx0_!n=tDuI z2S1zs?bt5cUI)}Vjkt%A65FI$5LlztmxQLcO#tb=O0ep3(8MJ#O|oy zOJ6g|jH`G?L!IpHp2qp9ewuarN-w_OxK%$?FZx_V%3*e?oCSM$&xkF!o9&YKcauV> z+x>Y*wylxayxHFHx4h{2CE0frk8GKzw_Sdg`}fT+G#V0p=X^MmxNBprnZ=5#hGP>| z^^R)AvI=Vb54*`8AC%5#a6Nz4ISre?kDXjrteChWQLrwS&yagk`r__gdmQFQ-?^P) zrMzpZWbFq|^&811YDeZTy4$Pp{pVAkd{$S+_Q(9oxg3ASuAFrD*@PIIu9tKBSBiRa zpIbWX#KS^%m&DGfXJH?%isgusk zKar%CyWq2M>I|RSl*(%h9S&~U+Z^|8dBuDsQ%AvP`i#AOx_ewsJlSNn_o?tdWd%XL zgZ*hYp8pdR(02=sGLaQ17LHm{Qd{omv&pWPYfAd!{4>{u(^|QG*9uSnxHj zZB8ELthJ3ZHw8YiX=D<(`ASlxFM!*`twM+4$FI%ZzjTEqT!S}#pUY#D!0+F-Ov--4 zX4V)T|A)2)IcCZ?YR-Lqqg!+6PYt6|Ag}VAi$C`=$i_Pa4pN6!*dOXqC z#F&3cPVtY!s>kZ>zWC?>y?l?%5fOz}6O|72-AmP-p1FVT+REc1_ovV(d5*Zv{!Pr8jG_%w%hA1%?!6$ZBvg>Z^=*xe>Nf zq0PKGQ3re8Iv($+j#S;kyJZeT>kq!yRsjt=^^~hQquk~dl&KrCmi(Q(XF~|1bN8L| zyA9pC-lb&Re(j!Xr6AZ}I_HI0Ol;Zz|F?Lp&h68hF7V>>ryUcxLc+deFOpko=w@~L z?en>OP4z{Jv%Y5u?ee($ka>~VseGP2cRVU@393B1ZEMD$7JJ$m1gFOq%I5+#d zoq2yRa+h=0ai5fZMPFw;_5QojSZ~sM?&bFlthQOnZ;K7!U6>ky5Q*%!h<|=GqsA9S$5z!miQE9;QzJW<0y7O}F!<7c^etDPG zie!E3j0ys;3v;h5ckJMhxWn}NtoV78f@O!5kCbM-czJw<$g-c=cO+LFVO!^a>~&s( zwR@Jxq{D*F&zj+PWv6vg zQgP;ANAAhN-2Kb-pZvL`Xf!*b&Xg(2Vo&tB53%2LIG5d=^ExKxcOm}*YuW6xx2)I3 z+er4WZ;y7V{3dyZ!AU#j)U{ffBW_NO!fV!cI_A#5QK=%mOj;}M@T>m*mr^Z9kGA!s zlpnjr)gy87?~2Qjwi;2!nHOXeqJ1Bj$Dh&IH~Ufpr}w_r@b&*2t|x7_2>)~{kSTcM zjVanMHwgXgSo}Ngl{CA^R@=N|7bnGuOqf&lvp!$#H^0FCV=uk^KjpWp_VS%P+qZfD zv!46Ou50acT>?U%hF@`AQ?%{c+x^ZmTO@dDK3PTivp?m0XZV|I;stfvqb+Rfr_{Q> zb2GbNwN;Gqc*NO@VRxdh+OyiFzdHH!>DQ^R8Ma+-`7E*b*zP0ha*NIi=xXpSh?Ch_ z8@TGPfYG1pZ#F+~XTE$yt(^HWccsj%OJcLmt=e_}Rk23W_CFR^uBjb$S^<1aW)owx~1dd2e(gq%9(y&OVQj`v~C5rwdxKL z%R1NB?iH2C>({-Wb&>n@rb^V{;ntj{YBt(WD?IrB4cLS?Sf zq?XPz=cD*~o(TSWd|{{crzLF-fBgSkI;>RVobm8_Y|;E6UH)|`lG``s{AG!kzq{~G zDq9R=&syzEO&!;)w(sStbV%o`@P*g zX|EjmzU%DO^EU%l6&2`T`c|I{aN^U zuAThllMy5L%;xRi6rMj}$B!!A7SCMxPhsx8Q*W=eoM^aLwA*gajGP;GjP60n(Lp{b z{M&wSd8Rsj!O3?TotY(T%ai3*ukL!%w8f;)BUs^Vv#R6q`DeamZTkB8Pt?-YUcY3^ zQ?rh5@%iJ*sB=-8>r>JG;>0N&XYasOU_*Rx{zwEZ^xpmj4E;+a3qvE+g;U;Ikq_UnZ zb<(jPtAm5jlly|+tp8K_N%1z}{7v6pgtH07-vaTr2zJl%J0d*%<-#vK;dOx3i{AgO4(x1%+ z-<4QzuG;lMebwpGrIu$tZD(AtUvL^H$G&y_I(btsG^TK#)zh#2@J47>P5kqVZ{An` zUN1Z2v+N80ZCh)86qlZ6yFT^pmKluJmEA1Ie(u~?rC-N+RxWg*Lb6vu=QeAG+tdDP z3mkeLG9f$r*|~m-z1;2^~21Y-xf~u*=Hku zU%A{*`PZY|9??%<-4ZyYE(B%$@blbYdH&U{-TZm#F8@5{tbCZ;lFR+xOZHgt;T4O5 zt&%dfJFi;XSIl<8FZJyD@V@oioVk_d?>YXwpndaCSj76Yg_C8YYP{zwoJ=cT5X~){2;%_&-cb~du_hfh2(n&Ao z?rAyXcX8swJNZ3&`YRKJZ)OIBzR=Az4}T+=-O(SpRLHmbQ$SGHhq)h)@p}dT+FyNo z+WuoqC2bDZ)1ERpu71unTdb^XRax`>`o}4*lEI%pvgB~G?pMn&&;4lkaJGQz@1VYq zb1pB}HWJ)p!DnKF`U_sQ#r)0s7$Np@`?Fq9UAcF zF5*7x^@Ia95rzCyjI*OpEZjQf&_C;AyE;0qABbOR#Bc1~`$8**eIKWux88gSfl!Tz zn;j?F%T@PCPn~E{{*?Dlzo2~Cp@2*F?!jg~(cVkuGL)?p-F)-PmrpYD|0LYYh&ak* zGfQN_tLXEUbF~-0IPALi#bcGz>*iYOX^UT9xc13XH(Al87gwuWMSI=eqmz&v`m_F6 z#kJoO-XR}kVp#s1)4Fe-rx)gHP*tDEB*V1witGaw!}d!@oQ|CRI+Mw0bI(#X za9_+lSG+p&`nA~Y870h{75Fy4%1C_o=(S$5OkqUFilvSdL+4Lr{kfCxMNM-MmzT-* zzndq$Oiet-EAz!LJoLx9^AE3Y*l>4dcFWeZOWYT4cP|;AubJ}Y_NImW=AS(l1a~_4^6uHbCtX?Q+2Qm% z)$(rlOpIeRP2FeBc3YTiqgEVc|7_nn$7>g!88q;1f6TYrqc74Z=fpOjDGdx!~ffx0N;So}m2v?8eh`CKV{FwR&bc{|@ip!g!UTv{v#&c#n_p&D*L0 z%S~)}KPcVlyJ@?5t{YFEiPWq~o9fw=v%Z#q5?d&BBPpG_TnYaIpiPkqwKE3-VglF7X zGhv3!!jG#KzrM1VO~CI>P+;hbW5(B>Rn^^F^Vapsm#zoX7fFPF{divM)IMX*sOiRQbLU7;_@%k_=jQgcLDxOEq$i0g ziOI?yCZ&B>RPB#Avyhpu z^x5rBHt(d16F8S$Ipd`u6U!2~t;W>-#=Vs7f{%jN>|3eW=X5G;Ge>WLh=7;E^$Es@ zPW@f{)?Rjo*gf~wd$05V{d?oRQFFmuXA{1qbLK9OiGOs7k>Ty{2e&Sk$xjNJBj(20 z5Ysx_e)GP@Bo*24+?v8CSDgD<=ZTaqc$6`-dB>Cra})KtzlU?K#oWJMsNOQ)+IELU zYV5e^Esix#NaV4t!ud>(>3i2XCJZ^rKTUqP+uY}>3?Kdq_nc@gF6Q{ zI+(3}94BETdfYe9_$OQK-3y93Q8N1Bn`ehPr~S2@>}BJwU9zy@(sj?p*=3_dJA_wxTq^Ufb(WG_CP(HoKz5YTPBbM~Y8++kL- zcTyx48Lg^T`gL>icAf<+rs>m89g+RNvZ9H%GMHhyNxk-iQ)&nQPf0sxtF~({tH~oq zO^4^+oH602V|U+cJF{$Sl0l}7_S&Qe?gxxRjHZjEwn``V7A|c!_K@k2U1E0Zg2IOv zv!-8@Ye;!<>-HTf4YsZNH}qE=N>#5}e)P=r`u=m@)9>mCbM1Qe^Wy89=H2#7Z{Onj zcX0WtxZ0jCPwq4OC(3>~Dz}4eyXcX5%WoW?ruV}kuQK>U&%ENdo?jCS*FCe*ef-Xb zdrDnL^W3VnVqW4+rs*;UpWas))D{SO@?A_1Jf`5YLu>y0>!P>g+aJ!!-1M+;rQoX! z%`FNQ?`$@;L_K{`J9i$lez+^MzwCS&wS|lVyEg1Uxb=QWUtYPn>Tl*(jSJElm#pGT zxbXg=)2R=QygVE2%q9xD{>VNrf5Q3k`}kiH9WgUrDho_IboJXqi~bjr7tKo9cg6L; z@y(TNcWo@oYyQq$_APhf9lyw$DGEnV8O-{i=q0`5>&K&wmu?k?o&4e15P4wU&t1mb zcAHFScdzu`&EvT_^X=+AC)*ZO>{>4TeZ#-5B~t<|UMDBU=KuJ>Sg<-K!Ta{z!uk7; zGM_rCVJ|x|z_sh&zc)8{%z@$SKZ}zEMw<=Z_=6Jz9`@Fg?i5P zZ4+}&Za&xVpJO1!nOKUIO(3_Ncqx({^v$6cd ziM|%`Oq)x5T+6E$95b7=&RB5O1X;nY{10jl>HQW|49RW%RFfN#JXLMeyw5iR1z&UA z41IjlZ|Ucng8jvR)i*7=FSp=S;}fe58Gm~=odPnA%w2qOy2E^5ohzTuHwC9YWP5b<^p$(9 z?>Vn=J>saozD-mu($Lx5>szhj|GjFw9#h1UYT9(CCg|Pj)lr)><Wo)qJo0r=goz;Fl*(~Oc+-~#Me%NJo_3Yaj zcZyav8D+QMxRy65kLagLnpbY-x>ZN*cAM+B@uT`pCG!$1 z-LfY8Bd?@u?`W+|tnja1zr5vl;i04lKc8goU4L->^~O&DuWVmUt@QlmAp7ae&b`{E z$BVZg3KiS??;2l7KvUk58|i6wYde7&#X z#f)v=n2#h)nYZO1L)+3?z7umU@?KaGeR$?pt|t;Ku?!JTt)bp$=h|JFGiCjX4~jVt zFA7R%zrR&o$KF$XE{tQrO`fd<;!h6EzJB>kv8Vd0Cgp24jAqSVA-5}i_D5OnMdv27 zlrQ7$bl2tKb*m}LPI)YGKwdb7=h<(=H1p)QEeDQWj(j4V{LJD1wB15063%(NUECKq zvBfzfvPv_z_F|kq%h|fVW7`c~tY-cbJ*sEOwRMxFTHm@ompzuO+PP|zPtf$s5B{#| zm^nMg&ijRfo9wGsA!gp~^Mew?W?HV_mhIKDvU(2>*NbHb=a<$WCd%SE0T^eH;6_@$+6bePYHFDy66V1~k^ z*gGqqZk6`={AqUaS2I_JSxV|3at@ram)6>OsKby~YwLmk>%Ml+y6l?vsGm_e`Rer= zpC|{mJ1N&+GhHxPqZ;OUMY-u{U(W4tj?B4>B)T3{G`bwuEb0DYn^}J2+6?i-GuW%I z_pRA*I%#jAQ_7->4H}9rzNU+G-EtJvf^3Vg8J{TVs&NUo_SMv_=6)=`=3%)XyLDOZ zeuE1u>>8K-)lkhod`s$UXIZ+Yy1d2p*tRdzO`bjy>iWg}$3mFhJR~?I?TOv~f&=$N z4~f0#^_u3eV^u=rkLO+cD<+-MdGvL2!PknST`l4H;u)9bg-x9H zbgrO&Bj4?sQy>5A-E~Rwuc5rV5tFS$j!RAL$%^B1I-S!R7u=Q3@zn^v`dV30fS29v zPwm}{H+R(?dOxpc`k%v9Wtx9Y_pqex3Vtgn)2>&2yy^=x`=+Fmee;yQpMK8~QSy8J z}&MR%`uTsKvACOUxeU7|i3oWugo3{QdEUM3Z*yFj* zJ>Kw4e1=a;`{^0Z#_p$Xv~Mdjd#k;3{m0t{6>8;Ao+U3>+A^iC_*S7qDi43q6xPT5 zg{oe&PTkqn8{E8c;m7#n3)i+B2{qGtHTPi0siVH4Qy%C??V3>K|K(BL6T|tIzkS6{ z^ymi(cs;!{Y5zs3d4bZ;(*3#~Y@d@6+;l{s%x77#@$#2bR=Lh>h*Ny`Y3V_mTT+{* zc3ezZ#c8|LFTciJaZmC5fM1EPzWNF{+{rqMy{kumOe0{>Ucw)R^*u$Q1jqBBCtGtTkix;Hw2Z(er zdD+Cut$x>J*6{b!qQpf@948!*_lQ#U?%SX8u|^>Ot?9OPsvgX1wawQrKFiK0tC*N{ z!EnWdZ3&KFmv#tdRQ^{rzd8Ha$_g7*U*)FoB<;yc3oHUwp1LoZQrV$gDsZ|<_VDW~ zJL}UtWP=KyzAZAEb-lr7bwtaiDn?Fza{_Etq=_mHZ9XZ4wzSz3y@5gKX z%wCB?$+MWGdHEvmX3nb++ct5>u^D%dh;J4XSyNT}phU5xFoZ$t>Dl$>J(u1m?l!9F z+PxtxvM0EfPw7u#z`K`AtByoITz;z|bn?N)hG*Vg*cT+d{UpzEY2m3|=PFh7P86Qd z{50W1j!{idbaL(04{MG&Y0VH>w`|fiv$FkdM-=6I61jM*6}t`icrVUh>6=>LoH286 zPnG<=$EjQQX$l+Nu`}1>-fQ{$Y5cOsSCGso!6;$I&SvEB>k|s`**eGE&6}#X0rU*m!3T344;z2#0@{4 z(p-Euji+UYSnPzXt@6JlZgk|lTGzI~cETmLm0!NE`f0IwV!@>ebEcnv)+n6W{_4+y zeK}`~`QJPF?4A&HL*pU`bGj?*qrFcx^iLG06<7+?hw6Uuut-Vr_vN@E`lm(K(Oz!V zz2&~owya%XG(T8k@eYmLLY@T$DKj_EILjuMI9;sut;Uhw7HiAyEtYTkYQwUe0vGka z+BYrJE)6>+vcD2m5y-?0zR+rK95K4#3zygXo+2zT7V6%yZX9-qOvsrj`k z%N56I4O4_)b(@`$-{~>4KP2|Qik0n?M@g7AaFCR_* zVf6d@G{JQ33u%$S{sAZPHu*ZQj$D zc674cO99v5$KlHQa>pdsUfSw?`?*2KX`W+;)9h_dAAXkM`G$$vRkA8~qrQTA9A|&M z4S$@s;vPf(ppTmsE0oSODEZ9EsS@Jncyz3A?}HB>H|JfCnD_T&?u<&EzlCC7m^qAs zR4q?TPo4Hw_r|tpmIB9n;*YNLm_Oy_{kr_#>Ahc$zLnJL>J0GQ{_lNaF0C6SH(=9*aI=%u1c5nBbt0a3lI(!ZxN)X+LIM=Lve4sy4Z4-IHHt zI|LSfk&2V8E1W z<_<6KNVs%m9Bk$)dwVkcarxV%Qf{#y`i3p$4w{p@B&yeJ+|&J0?~rSJ@WUxTLa!L= z_$eKKBv@18>2#JY*IG_)-YcPWi*rebR;w)eH&-e@r(RNZtH)Hc2ao6Xe7&x|*`raW zDm7>0`Cb!=L({r!^Vif|)-UIZNkk9Z`WEry^L)ksf_KXuJlS{hpG&3vnPPD6f9`}4k)aw9d z)soHn5fU8n#{2p*lf;U;Ka0Hb&#Sk!_&Cpg55w~eNs~cK<-}<8@f;%J>71|c` zOtud*HWFG|S}%0Ych2Q~wXgjbTbLDD)$h>}IVExKD06do(T>2(w~=eSE+I9UYc}=wL(g7K`>a(x%`x!Coq5UUu4maa?yz0?@b%B;kGIs12UYN2WQ$4J-}$9b z|48lmIaOOyZ5B-NEf3tIaxK{B#bhZ}rVIC*{aT)sv#Ah()Zcu2|x?Y)*7U{U>|9A9ME`WKQn6o@JfO#JcT==I6$4 zhk2*c8yenhe(}?8eOCKbX$89!hv(0D+E!Nv^7K|Kc8k0*+wFCI+TfA_bmiOc+_$_^LZb~nlX_!GMu*j7U7in*4;^T|FLCH85lnAD_-ohL{#W%i2D8TPi-8# zyI*b)O5gU&laJ#<@tb(7lO7(vYh+lQjvp6i-w?{AJw;C0^qx-4dd)YtnVudh$~{sY zFr)h1JgyDvlQ%MEADkM$JVoWf`fF*-al67+D)ug$B2}KgYLCFL*raRg)Ep1xFIetS z`Tnkm&o#Aw!gX8aZpOB`JhYKs* zck?Yb$}p|lGBM)TQlq)^S)8qA*s`D5^zzEyvWHEl-f;ye&1+VZ$C;yu9Sypt~{;w0ZarDL?EMI)1DtpUOnS0r3>IbsV zs%~q~xN&XSi?*f({<_+m*1zR5pDfL;@##R2Rz&Yg?cj~K9vy6AsB3!ubUyR_^D6$8 z9W%f8M`*FndK+7iFDWSP@w@SRl3+xV^6XcSM8ucB>ZqHLT;R7h@mF=vnZl!PfnqOL zE?=J_!O)Vuv zVi~R$cdQ=#^0Elm+gQJsa?%|6jf46V8?zh|W#bezX2Cjl{K921nAGcrBw7lcb zCo^ZktuXe|rR8}&t;csQ|7RK_{8#axy$hrD8L^(+5687jGQYWbZ`J!C?J2pc%E<+tIVo!Bl9|`*RmRI)2l;^MCf@8SPR^B4<^t z|MQAeM2p-2SIrq97w!WJP+En9cm$p?S^C{$)H z>w2VTT0_ZA=~uV;W@Q>S|FhlE{k=(g?!_yYg1x32OqXFj_S#bI4tG_Rucg?6TQApI ziddxz9RG97C2mHbwY==7?MdrJ8RqY>sJZB8!QXx{Pi3au4~BK2zqaNX_w(GSL~j&e+!(sRUv&%!LMr{mp!+?b@aT;1Wm6rwRidd8-=-h=45@H zP(5*RjtDWbY;gKOxm>8AEqWEwI`XP#XC z{-wpQLv|@LiuyN_cr*oO=b6sgU>?1_d*}W-j=fa{H^OwY_bQ4$m}Dv1mcBRUa@GsJ zInE|*ns=zF8*{r=4f-n=)u*9Fg9!6`mnGFNiR zrE3iNb3KDJg4GI_oWFRe$!6cO(+XNH8c*LeJaY{>=peZ}HPt3^mwn_9R^IqSpD)cV zz1hD|_+ZXVh1ADpzcw*_mM(ac$gI17t@*j&u6Uud`$8Xum&xcyAAP@O)g2qwR7dA? z?%VQe!-VF1xO(t?T9?2%b+v;tA9tATb>ZaqJbpv$PKtMxfj~;OFSopSe2T2#>uZ$~ z>FO7&WCgvY_@~cKYW8kW?9y9ZXDPYe-p83)zlPo6^`eu#bM2lsb^MuOaBfxandS$c zXH5_PdFgZABP7|<@WuS=fmZDALZUmrOgt{*|AM&aZI?kvv9?R7rwhcZr1nW{ENpMB)JdNC6Z zzt@^P_e<8ZEbMOSDe691>(1u0D8c_|k$2Ma6CzU+i|W>0-pype5i;e)#)tj>%lPFM zPBXBznW&&QX)~L&rP$f6JAP|rzOdU?cI4-gH+(IePj0`g`+b?aF2vCAIp5A}u2K$} z{RVkeIzn%cZDjj1)%xAGUp~G|t$&++Ui{0+$-B5iD!C6VJHI%m@+!NWdLJ{xwZ8ViuKObLzh<=^F^zLivt8I);e1+b zR@3IMN!Iz*TaSc#J*?|^X1!y@)5sItpM*?9HWmGHyzPRJZqde_}={EyX-xOV+rzrjX<~8F90AyiYJF#!|2HOAwDnz_eDBbI zxoV^9`+3f#+^Gv({rKH!qr|%E|FifipG@R<%3gTLsiojv^qpy$iGker|F9f;s`{vK z*^h;f_K6*S{&7uPj_K**}T7;`t-BX?RSNfL-+P{WODcJOg&x2v$y@TcFD@`^PB>l382m^c4lao<#v0v6*-dmoEILuU>KY3{s9V z`LHj`n3%vEZ$9DZ?1C3xq<_h2eqy=AS99RPb^qB6>&-TG3Vp0{POr>kUK?YyU_ZM? zm-@#Sn~Z`zw6^=4H#Cx{cR6_f+4*&wpKo?LY1$OudnU43kNckGL}|$uVI`HmpC7o6 z+gzElpet5dqO4$xs?F2#ea13JOCH$@3H&`BasB!3-hgjHrWeu^=3 ztUa&qZKY{vZ+@HU$`#{Sb#CWF=A|Z=mHbQs+ro5OlpicTws(TcNsZqME0Wdk_xJz5 zxJ_*;uh}^XpYOsU3rt`BIvk%_wL`YztcddUKliq*6|_z?IHx>Gszi^??C;4f(RG@O zUvkCSzKMD-@BA)P%WHyeq`GjE;JJsMR~NQ*G6kG(-#Nk7 zpJna83CAU`%7!hJVG8hi&w9c8&N^l-l}9dD9*K5}S>2rY^1N)W|GbGOc0MoEnYQz0 zvzg)@AqBPQ-0tkObwU3cwAQo!H=Pdw<%j>a?wK6OKpz zW;wMZ_3qV_pkKZpPMj$E>BqCsr~faT{t}OCt>>m|I%>+@oTwn5zP2SbN!sWoQ<%BU z27%cUTeHr%NZ;Qjc!J^VCH4jUs@i!=+^$btlhHr#<~gls+lg`xO_!_6neVujgq>Y< zGx()grg}rsvem^cuRb1mrFGUwbB56Z@ng}N{?p~&uDEn4JGv?P*_*>RW`(r7Ru+6c z_B11Mw`{;RwT1WO0?i$-EoRi*CgN+bhnK{7O&PUjFA+nUp@eiBHVrM`Qa! z&cn}MUM{&iY3){#<3>+EsiZHE&zmSczcK#CX9un2*;#EVLIOA1Q#@u19NT-Z?cL^U z7g?CI*ImB6d7?S54m0Q6X8AeKEmr6;_XrAlOO^eySszg9s;z&#=KIa4`3is6F}^?5 z^(plE(h^7If=l+_o_OA#YcnO}p4GW;9`k*VRcT%g_SjTAK`V3Dr&C=Yy{0XlIGIsw z!71Ic`S%)J_|{k`wS=g@e>?w+b>tN$*=|#(GnaM*$VS}!d_w8v%8!k|rtdu>&a}m@ zk7sp^3C}Vo2Oj^-T^|@SHtEQ}Ra?KOz3RVc{lDXNJ2W4?{E%^-Nlx&wGt18BQ;w^i zSJ8iZ&i+~7MwW@!_SfD&EG0eT<}b?~?ki`8zWDgl|LEE3fJ{D7iF!uCy{?OnQaRGEer=4bY5po0_Ae^$sZx$6;pYum(xE&auh-wVV%{Va4X>RRmg4eyM9-g1s_ zs^9O#So(Nt(#$K%MH#L3+m;`ht$8I;Uqf^^hivmh(Z6jhMIA3rcriNuPI@iIc)_jy z)w)~ycUbf%FE@F~w~1j>$h0JN!}{xSf8R`zTX|mp+*|zksxTy6WXqMT@x-Y%tTavi%s1Ir&s6!8V`@UQWl!$h$&|9scPID5ud8=hxH1|C zM63GAIz_6*hL>e-XmCd8M4){t}PtJs+<> zSRj9N^2&s`TH~Lq&;1V0i=HIw5p_C9li8yZ2ND#e63(Izv=A(X;xd2 z#gArRi8xicT5Iu+r6J3h#nwB<9&3G8%DQ5G*v#^6W{fR+wR6M&R&?#>XkV_l>rcnB5umFD`ojJBI;WimMjlzW_de*^Xb3V zRhnf-4?E1;<+`wfedEuZ(Zi311hD?Co;bXruatn+~5fhPpjNE zrGE3Lpeb8R%)T99?2Z3%i0`P?Rk7!?N}s+iGsrNTIgjyLCfBSI+DEzN}gQT8_{5Z+Q;`-e{~#oYJ~Y*Wq>M zoJHFnhbf&pkj-Yl%r@$(kzRbpj0bHGgXZVwo|X9_nI)>qcs-E@FC)||d z>wbJOT3b!zX2!+yYCIdhdwzTIrQ~O}nkv(_xh1Q&&bwmxck;;z-1iMXZv41v>g>02 zNt2ddwn+Qrb;gr*>n_c$U*>8*_beB%xzrFMwdt{MM_-Wlce8x0mn|gwQ*G<-bHsS$-Op`3agXJ!6U#@(I}xUJoYHLT<}5AyyVN@1K&qwp^Sd@St&daQ z%yqlA;I{Cu&C`R|?fb9XY3uD*Dega^O!~&rlJBf(*DlC3#1^&uTdc?J;=1!s1#66a zK#IxM(jBYI1Zy@-Nf-AFI%luCqAbeDk|VZVf123(ZM&_$1+Zq+RQmG%e3_1tXHKC;mlWqI+YyNkE$fzzo9f^$8Xa) zUsg+7MX>f??D_BcW6vi2;QI>Q8n%lk6+ISha4mvDL9n`scaq|`jR zq%KsOk(Y7xrJN#%gbuzd!LtfZ_BZ84t-Rduh2iMb46h6PrqPBGFF1F3F0&SXw0G_7 z=~Mgy_H9akbAPdn^J}S1{I74Z&J%n5$aVRi;|nG&Kk($g?A%)-jte&ObSwyWSy%Nw z^xeT#rJGlZE`C&D_1I1AU+Od#7QULC8hg`iNB`l(MgI3D{k#4=sFBrIt|aN2n11o53ggwwDptP^PvJb} z@Y^Tt<5QNEj~^{8yT`4s60OS~5anj4@@DedXAYj-f)XL--9IM1&iO9#e))ptL)#_o zTr)m>{iXXfj5p6Z)b-b{ODYwfPkp&l{H{-bW2T+`^GHcz`nqeuw+ddr+j#PrzmEq; zz#9ARu*HJsn>kxnRebJQAjwD;FO@Ur~lWvLkpPZIA!71a>ajVu_oz0W3RJu>q z2|mklfbGa6$=%#7p6~gV9$39Rtn9_LAAv6K58m&!zPRT3!`}}N3hcLf+43vhE`J?& z*0yw*6eJaFln!oFymXz(?NGr&j#HM`2NN<=$+F8nWah- zmqkoTnVaUdD`5I1)*P{IAA^tl+9J($qvLF>%MqT4Ul*U%6z8z0hrFGxAyT@zzvI6C zxx}4(bIu)jIYB{+)2~c>b+DpqLqX&L=|yip-QHllKKFOazRia@7kRG#uxf`WufnS0 zpDP^B_ny(udnnbckrn85$jR*a{{371KHvSa_y6M)8b_8zx*ZMa)c-GV?xdQx5qGNb z@3Z`BhdO*%U5)temY&-D&(pJz{g*&%nfCSvrcTEf@B37e^h$g~@O?G8X_C3OAAahu zyMOAaee3G-iVF-8(f(UrH`gUvGG$6FTYqL&oNw zu~m!~`^%ojCQseE#ml5>S(il4)_4AH5L*%;W4zd6pGt@kp+*j4M@#{HMO z3pG{GZCTYWcKB=TF|KWPcJZIy{B|h4`QMXmQPP!$HM`!eJ~1Wg+om;#wA z(*5-LvUhhYn3gPhw*HrJWp~enBe~sowzeHLYT?zZoX%Nm`XOSrL+?u&PR@2~&yI~| zS#ony{Fg?}=$$>6`>)QvcSGx*P4osqRQJ%EWTBtbIw*R>Ox%BLc~Z8`Awo!TVb zN##;3%-`6!`m_V=HQm-Ndscqlu<&HJZFIrya-7JG}o{wCdC)P5x}L^Iyun5`A7}>?}R>DR6q>13e3wvexqkJS!zXx_{j` z>1=rZ^Wr`GVlADQiivY%-%NNkYpa34sYzL%gpN&XOgpEk>C0oZ);A%~G(40y;J3Z# zO7E^mvp#Op*LQbKxTiMh@y)yMOJ(Ne&*xh^PxNrz-*Z<(qQXOuXZ~L8{y$}@bFb8Y zL5K8nk5P|Yv&o>m;&)yfj=)# zdMr%5_G5=jgV(OP0aum&O6|FOf?Zi@-@GJ-mT6Tfix~SIQ+8}PcQEqH^U31ciT0V{ zjfUFqy<$XeMPEN0*M6_BpY8UB*~M4=3ST^%^mtdd<1eEx^IzvpQQ)W-swnb*xMR84 zvtt2Q_R8-Sc@!X%v~!ujBrk8jJO6Gioy}%8d&;i~n?zFcwteMqNf20YuIJLf9mzhm zyYIKSfAx*wQF$uS|9b}OOKw%JY1{t>A4&hR_0r!p%LV?NDB70oaM*D^pXSsxT$4j8 z6&qJ5U2nQySE*U>Nnf++jPXX(Zs)fur26>Q?u1zqt;{Y{BlZ93-;DO}ul>8Q z-e*O0*=4mD$+>U)k5=}ZZeE?y6kWJ+%gmY#pIZwUrd;YO*l<97UQX8i zFm`u))N@{NXYGMayC#_(&=juzkWjsIzFJk~GcPN@nS~qPvmDp6zr97E=I8v!$5mJT zU%Z^X>&LcNo0&I;d=3AV{$%!Mw*6Pmdwf;)3|Tq(ZK=ZxFN1_g{?C7QeS91mQtGHx zP|GT7Y znm%qit`v}9eB1s1&EG$ir{7uh$H?yF`p@dWGS>)QE;<~!f0Bv(m_d zd~$ho7FNzWUm&hz(0=(z#mU>-y&tUNzp$t92=mWNRrZeCv-=kqZGU+E&c6-^PddPFx(`6&DUK=zcQx2MN72%g+hcV0XC$riC3e1VkR-mn>LA;$y?wP>Gl5@^RtZDq^znT2@zN~p0et~a);m*h5rwrB~ z$??rBJhV-#TS4*dy(a4FV5e1mEq&(IL`~O4MjKpDE~2ut@cvQij5Nr&L=Jw zS!xydxH-J##^Zaz?HVf|@#cS>y6Dkq9!0h0WlFPLvqVniWvG6LE%e`7Y_wl1Cil&p z%hOjnNct=GI9G{k?ePlz^`=zO?5e5f>TgN2BF#3>%ACt9(iGG4A?-EmR=eLlI=Neu z1am&^OGtgTWV(sPgqWxWM?=mvBx-GTN?Q3ZN2AfSSff~?SLFH%>wvkx+C-yXebgve zs$734QuB8N>jfQMxuv|bTg@l6?wz;UZS})5jC0#$HnRu({b_jIVy)dhyA?4DpFWae zEjHS%{oB^Z(9GTWl0fv4w-OarMT)sck{Ney^Zm8xtfs*>wx%%#!qc7IdJm2z8t#x6em@W~Ymd4FwA zI{xT&45QwczS{N#8KwnGuc%A0x$l_zNHIL^#GA5ru6n6|uCJYN-g-`qh{6;p{ugKU zJsTbV#)rR2Tk>7`%@nQ(_i0A{Q-U~|w`5i@T`6}qOO0FVy6^Cl|L(Jt=YQV&cI6LG z7N76i1HZ^TdOKmQN(Z~wgDCfjVr6v!6^>7S?l4|conf-=$Njvh?ppus?lTfA5BnVo zxy0004TLD_jo3AX|vS6nr!#}eZQ{uv-CtqHrpWIYa|EgT>h*v{5tC4jluTZ~w zOQ(1m#~;yq$^mEC6V>iLxpD9G{RK>S!)7F<9o;o^;WqbAKihJ`cqaEbzP?*>$E!m5 z$4vEkzg|XO{(fh}%M#;RKR#((o$qn_WP;Pw+Q?U-_qp~tY~k{caS#2h?0cQFy55Xe z)9m+|paUkXN`K$p%jY|@H}^>9?io?d9Zzm||0+J1dUDbAjcdY{7z?KdSID2L{rz%Z zjc8IpWAmG<4r^xOQ?$EsJ|L^m~ zYd(JZ*C#IeXep!0;o7R(X=;KU>_=Qz9(2v~-n)lEDvFD-X`|CIt|c$T{cpUJ5w*zK zH1pB9_U4(l1H+$8h`FlGw0Y(Ro$bQMRK8akAAi^-^{Z^c+>=Q?O1;XC|mgsb&7klN@e)@KKmKEfut>1EPo8)13pHIFehrab2 z?z*)pIaP|`%B_=$E!kh3|8KhzSCQ1No1eh-K10Ne;g-?nF9zzye)pEN2utWzcCoD2 zyBFOYZfMb3^|*9$Q_b<>b2IP{{ zOxg3^?B(eNP5H`F8uH1>w(9${vcEoFwLvHNY_rEnujRQyK23+Tqwn88rQp1?{h{a+ z-3P~Pp2z=pE^qk5>frw(&E&*|&fOwD5ormZF11d}V+~Yh4w|IR{OIua8U4IVv=*pt zyIA$=`RsNnbF#p@T{GJjhj$!H$0^`7gw+O3}R4+KLdt}Jl;@JP(i%rlekUUiN^ z!7Jv3_FguNwy$?QyRK-yDsk`36#MNu$Md9o@tVMww&m>eb|-Qk7k~P@``0tw4fp2n zG%@=3?Bv@Z(WEIyE^ogb>9<-(v8_ez)zizpl}CD}s`92RmyFDxT`@OE&dg!){_T(7 z%}cMi_~rSgnp4v@JTW$$ZE)e$`h_9WRC!Hhi;Z829X?aF(nZ9*=X?ia)`{h}3a8%q z{^{w@b0#0nv)(QJKFLI*+4)D<{HT~&JdUl?JYS06mOqvq5R>wycdFd7dx5NtmJh;8 z&L8=g-+HkA_|H4}AB#dxOHE^ly>qMDGHiy3LHu=gZ=NgNzi(+Ke$(t1y2o&O>w}bK z!K%SU(H{*j9ZR`qwJUXkt=6ZHtHY+fSp4C%{v1n}@R+CuzdjZ5B(X0awYS`xzN6tS zf7E8{n;UgrR=oTFbgj~)t!uSwGCHz%s+51YXtsfAU!R=J&!zXY7h8*Rylwe^Wr5+% zSuV@>I>auxazNKmwdU9~R{w>6@B47C6uA05WBz=}1DX%qZ|ejX6z`BJ{j`gJ|BL0V zH!bH~oXoAbII#W7mrI|5y2|fIy;=T?@wu$W^CeQBo3GqW{$#?nLjTb8O)l;0vw~7{ zUHK9m6)%48xE0WKzG%b5Cog8H9-5rBds^X)CGT=ecjj~5cyxH-kD5ioX{}aiiI*C$ znw-%ztPl}!*M$eJ8dG-xJvU{K`3nb@>b)HSU_SEWF}Xhm<@l_MEu$sM)XYYUDMpkG@lx_P&W) zlq+o{apbgk>Lrc;LC2&7C8a+8p8elNbY_D`OiOcEQN;vJr^T)J<(=wkgU+8yaJlJ` zwRwx}jCU_M`vPt_aZUYWmE6Z$y7Wl3w$rRfNsQ_8pLIl1y;(|ZrzQS${5R3^oljHK z`Z-${v;KN~n7=gQx9w@p)n}(^%;byl`LO=<-`GnJ*8O^!ZTf!6p@}~hz5nWWXNI#` z;&IFU6A!LB|8tAcyN8_y{PvSx+ZcW-i~M)uB7uF~m? zB!4mJUoCN7_wjhaH*>+gCUa;1SpI_L_eV{y$33Q53$KQWDbBtx8}cGwF=dQ~vdG%4^>gt(N{&&)z1(sh5{WHVTE;GBU`|Z}hj9(|nIrqvxb`EhCrTA%o%XE&+ zn%W@m;}l;#vsNW&U4D7_+hoakp;uISPbVHeWFA-fIquof%+oD<7I-xFi=Nu{P5#pJ z(rf#Ecg?>r%_L-f%-+uUh`;lb`qur{s&?8p$4b2A##0&P#7+MW2+nuDST2}iQsvq` z<=l}!w^jxi7G4ip&*t6S;!^Qz=Jg1pl}Ey_y9DG0%-gY+i-+yDu7aFt%ciULFodwFX~Jvx#*gPrbEb;RY6-D+S4R%_H^=` zIjTiW?Na$ zVkbS~lgW)8c0Ug!esT)@^Y$o5kI6;BX^rw1Mb_9X53Z(nl}-5V?`A$1$}xrhz-Ph~t~$jUAWS znCCRbmERW0Tl`CIUet^yZ?nsj@2^{ZRQhr6_7&^@*BZ7R+wfw?&-2&n{d}VRQ*4*3 ztGmwst>vKlathy-_3M3WliT9?A8q={_oJ>+Km7E%!_$5$1b#~sduPeG%IaQHW&NMs z71FAccvkiw(Tq6$Wi|6OO_jtl8)5>)rD z{Z?X{{Cirf0MD8`Y|<)MZaxUOljp)D>D$tFH~Q5At(=>68imXWOUik-M)}TM-_q3d z@cOcpXZt^Q&vkV^!>*ls_d)mhi8`KpRtwbj_$_R!u=@9U#wD?p&)+(4XFc^qO3@KD&?B8_zHLc4gapRi4QW|LV5% zn*J_rdAw)+cb&MOO5q!Qw|`u@QVp7qO>N>t#y>HTyDl!s32kAqo&)nPLcoS zzX!2@SM7f!ck^ZU(dN8n*=G*Ad*Zh4+;rY#!K)St7KVLmVL~Q zPrIHo%I%`v!fnlR*6FRMBoghCpV{6L{Qf?&U(YLdM%yG`Ta~}s^`5vLiOI4N2 zYdhR#8}xJBp1A5>_oV!`?wFI8B5w=7xI3X)sdLE+=fFiQkCiyZ`<`yHJ^f$)%lV=i zT3b^;B*aq-94QE=fFK8C^K%+~f1V_b*@8pA#ncOH`*y z@`L{~$(D|S<5xEX|B$+!yT@SrJ)_0P7u+!^f0w>-V{DZBpPvV{a=Oi(C4HFAOnmrL zWXAK8b0hCY`}rP7k?VdkH@i0VaLo7b)*e>ItFN`{=QYep>SAVz+bZwz@S2Zy{>Hnl zVcNYymHy=^&R3` zFK%B8IBsKZ{k}5c^hzc*6BCAFVV%&qhCa-e>l^sYpLzE&TMD)8_jS_pQLg6F?E3bm z!0(h+^0cH_gFRPIe6(5T_bKW}65FI%?2k(yF8i|opUHx*+0*Q{)X$dr_Wi^sX&yPv z%24mH_JEClKK)BNJ12GB^+Rs$;%j9!UTZf;cEot=EHe(hbn{xz^-)>T34pv5UI%*D7RsEwT(VvL%$B*g?q6Jz zRkPr9@?(QkvAGW{SJ~fRGjU7P-6eg!Ys?unB_ABFxRuEH??$jqmCZxvcN)7QcKm*3 zy+OHQN7l*1VHtnwx@$7Nu3E%({<}zc!x9^mGg| zn_g-Vzc53jQf`9_<6Oo{`$r$Xm@Hkpbj^>x>bN!Y9vnzDy~%aw#f0NRbG)qe_Fi4S zNND38nNO9!jGK2YoxNEuXyu=&j(R>Ur)IvB%-jq)#opD=l5CsS6?SF% zOXZK8GX(5}-RAuXF$liywo-KA)#Gw3=l}DneCv=n+S`z1aJonO)M4%32Z{>=+_!!R zKRxHTp7pWd*OQuC)RO$wT~A5$HGboe^}U!Gq>;?~lDGKBOIdf_V_l3V4{ohCyB)W1 zo>J&y-uOt4+6P+>*6tVXH2t}@rF7Q+XCKvjW<@*;UE!JXKj&7`@wpZ4))8^9S~kzg z{@0oAK6S#+qP2Uwmg_QEt$L+2uU#$Zlv=_{<*zlh>mG!jT6Lb!cca(Ky$hIwDzzCG zTxNe0HFe6%fWj{V<_Et>dc?6<>m**goGADATjrsiRVv4iId6X-wb*uItH{%C>mTKb zDJ4D!7O6Gt(6$H_Q4xCLab-c#w*^5;sXv|{OAr<;H#EQ8!Bt+&bmGc`{MPEZA*&YF z{HkYC*|z6}Y>kY`Gq#+Dqvxg9{@rHs{(evD<)qM3wjCEj9bV0BHA`bT7LhK#Ab(lR zH61%wfq=)El`_e7ZDv}QybBiOe=`dGcV#kjy_5-TPfucw_SJV>u(8%#lt5`X^1_u=$xXiF8WBH!F|#cXZd2;>N2@t)6V~oc5(CA zUSZr}b9iAnyHL?Zb;HRrvbj2zeZ1cm^(Z_2KjrcA!lZkD{&86+>}RaWT4CQjC*v<9i<=ZglV^z#Pj8{Eo z3T@(1pZorBfVT%7XjyjW`Bqh!gVrtQWzkdG&MZ$m=IiMzcUWk(!>i+M{c5f={WnB7d(4nfp2hh6zHh?1^o(mq zr79$z$7%6P$G>mt(3ifwSNQ76qpS~HW+{bSRj7Vzn{9fwto5qCeSg!V&Bi$l*LIcp z9Q{{oxqyU%hs7mmf1`4?oYP5)LK!au`Wh%Yk~P> zD~9Gc?)GqjIH5m_PVF~8G_&jyYk1egH-5*S@-yC<(7wpCVvAB?h9RHjh1={7i*K6> zEL$UW=;Oj#`*yzdZ~0H$j4=MGsUo>Vz<2g`*H)1ydLb8|{=W5Gc3=K+!Vd@_)EVy>#?B*3I328CQwpB8( zo7Hpf)?Ci$h+Dg-ychf1d1}U)D;DLx8CA1xcFCQo@|`a2&0g+(af{~th3{R$_ILIE z$vYCg?&7&JzHlz3*39<@KZTzxUEue0-HTeTho_fp*&1OsZ~5;_tEYP&5V^6sWyxd< z-l)mz&n>8`FkW%{gR<$wL{q`}p{~p(RX4s&ideS(gV6F1Q`~uH#!4RJcyQ11z3{c) zPEBkp|GEX)#tBW`Ca196L(QYeGNqbz&l8J^D-E-Lg*i@(ia8kO&YyLm|AfT9!}{Ad zZm2JMc){YUTA**kmXBQjZ$Al6$$62Ip1=F1$9bXF)|(f+R80P;b``s-guXXA%DK9v z`!44dX)U3ZQl)cd@|65%ber|nK>WKiv)+p(6R*4fswi0~>hE-2;#7$Pr)SN*MrWZj zdsXH(owr_b!g@tldBdAsHf3&NyGo+AO#CiU!?Iugc-k=;ryoam|LFTuR~aZYt+ip& zSymyo2iuApT=oP?zZCl>uwku9ulKhzD>QEH-g)NlGXa-Ylal2QUKc+qE$++q$(wDg zdnBsw$f{%YWgkw41s!57pXIW3ewnPE;EgkdmM5O1mtFelV;r{Xy?*_(b-4^o`k&?V z_H{QJ?beR-vb=pS=ibR>z6Si? znt2LZ@$$7-mxxX5-F=Slf4>`JDnCP^P;~Vd-m3QBF7dTB25j>@9!4miZE*h>w&1m} zd_(TWCA&AypUbkdqeihWtl;K?qZe%E>3$a36>;F5$K{MeW#4BrMzjcK&WQN<&duPp z`p@>up_&gTZS#Fn+ubxL)=%X?+3SbG8{=CqD7dCeor^T9c(=j&+%)zWCzikWe;zGe z72l=AG3~tUeUsnJl|^bMOFzq3l|EU1<+wsv7w26IcKc}W^35k3-3)I(keMVC8FHX< z%d0ib4`ThlEZBHWY;z%#Zusj5lWgjCPO{@@H~w+y&X>|td0Fyr8l|tx2Sn`OCpzJ~ z%xb-?dEb~4D};*6RDT#hF-m@YBVTkM+hLEa>pkE1+*Drh=wH>syXDh@E*oxLr9;2kN`=Ynnda3K(egKX zaX!E8gIgxriOZ%PD!6O1jm7K7qEg;l2X!pscRD<_NLPp{_{TPH%6E;t9}J#4^=?Ve zHsti$=I!Cr$YzYwSfyf<^mE1Kvq~~;-~XN9d{b(^tjFM}_ayFGk%wFOKkq$s%zXMB zr3IbJ+80Xx33^OOJ{n{jsdiwxI_KBEtdl!R8t>1SovvTK%ct&@tLC!<0?TaAemLtG z`SzDeg0b-VyZvjue7Y>!W~$&?>vi_^}hXjtL4iR@!h`# zJvXEjKK`G}pD{6}t@zT^p0|#t`eRvKh0Cx0`z-Wi>x)hHuOILTs9Y}i(7igj;#*mE zr@OIJz-#RZ->QW4qo$njIDg*dD(9+VU z$*xUXz5MnpJaH^ zAv5dd-}|Z~_dnTJQ##FE>f^qW{bEuLf6Vu;tP7hxm!C=2XpL+5^%r^%?`_P=Cnzs1HzoxSfd;VAJ@$PM0-2CF>?tY6phnN$QpF_PQ zI{4>hTOU@4e6-}nucKT`b3>-Z#Hy)Q)U-!9cEy;QsBnCrfTpP!nN99!nCDq4M8Tt`dq zVsyCAB%X)o66Al?#TtjZi#N<%Al19;T)|qVWwYA-(>qMcniNkJOx^Cma%lUvoVb@^ z6%TSAm_73eUdv7)vj=}oIRe!G?lNPdv75W?#Ua&Qc&8}(WYP92 zfAgH_`m;S;WuMwDT-VRPmsy~CYPH6Z(-*>}ggUzJPrH8Z>aL@D^FK^5Nlaoic%h`( zGSl<^Tpo3?`Id7ejy&FZeCL$E)mm#JmutO>pBwErQ!S_GW|q;34;{sa=bh+3ws-Ee z)2}AfnzokPMy=&p^lyW72)D(~uP>Gh0kj89l+y*%a} zwV3ndga_JNOhQ+^diS%q=R9lokB#9aojEDX|MYBEeo+4YitAgkX5;s(WgT6*luVv~ zF%E6KGH*e1R%gtCGi*C*cVB%vJ!5@I+tjE09}Cjd^w}oAD(q;TR+@JIOQ`G$=SAU1 zulRkCX#6=dog*c{FL{^iQJZ@uuinq9Q;ds!zH*J#S#z_m%&-u*GNn ze{XE;LTvRNLo#_1MHLc)D{^92y<{|c7rW?`?Lw~qPqtn>`?+Th_svgQOP87ox*hbn z80c&)d8ka~LgKZh?ANBoJh`^<=aRWqb?U+v>wg+be>>{9sl$(lsWC+LPPec1yYus+ zWnNqLG(9%5wq9waur^#x@WihOp$ESm(yqs9m2~%Dx!wN%6z3mvjl8k#HgDVBTT+jgC3yCTY(Cq(Yr5N}HE#CjSI%i% znYg**io0bUyI|}t<_d4!y@oTk>Pd-4#J_*RaQAND`gMUlnhtTo-}CK$&CqPv+gv~Q z&zwyRG5$~QE&mr1we z0uAqV*D0#Y+Wr1_=S;!=$#U#*hL+JrhMnpgHfJ-PoDx&NDCM@~#NgIj$KLzR*V$(N zA}_jf?)Uqg(V{sY{Gxw1hjIn_ifmZ4br-wgXV=3GSB3Zgy2Hn$CUMp0VzFPwe$E@w z@+oO56IcGK_MEfIMf0uTl=}g@CZuSI>7I%(3!Lyxl&>^&g6-GX^8Io7!4+j)+CMvD zCu~(;;HoC~KySyEsVW;MP7Pi9$8d^y!@(?H>DdA6EgkmXG-{hV-=tAr_N?ZKf+st_ z%zLJvuzBg(nHQdZTa&(N`Ke1$RJhp01u~9Aa-e;dR{lL)(^L?UoZw zKJl+v%Y5Cw)m!)%%-gQ6CZkkl`jGjE?O*SmoW1Cv_OHdNa(lGDWlVSMeeth!;$2bp|6M76if;9u-*_TEBRb{g z(IrfuIaWU0d$>gZHm|Xno1(Vv*|dOsn@5LtKD!xrSv%;es!i&x1@o?+n!IH8hLQu* za~@vhSZg7EX{q}@)2QtSv;HsB7I``6((9iMuV2NP{JX0Zv*Jp9)K0mm`fh`xOFLhG z&M(_IP3YJCH5p8mDITjN*6FWPI(Txn$3=xxrHAzr_RjkI?xA_-)$qzDn=X;t(nlrl zFSH1`dv)TvXZ}-bWI7f-*%hJ4+0S&-fkSNn44;KzOO>Wv=!<*&<(t!F_c@}EbN1~h zkeF;!9y9ZT!PVK@PhI9pwpft6=47Yh!@sk?J9+Ql)}o#GZDXLLibUGty}W(>#@u^3 zgxrrmQHy!{XU^RNjcE&(1#Aks$~-Y%^7ckG#^Bb{gZE?f<2QY4`1ix-=uW}+aclnU zI$5VS`{j#9iBsNAeYP)RLUoU|`Ru&v{d>Q_w}9m_ zcFyO0-m+Tv!P#f~R&U(mEGF;W_vCRqp6btjB9xkFWb=SfxMXb=DHk zXuYYL$2h`rdt$}EMIYXOVEJ6WM&AGKy^|l_(a(&!B=&6LitoPibqiPSW@)*z)vv#J z)$NJ?3mzU^79k%oRs7?>!ylpprfBi!-S=hhoVx6qdF#xbmkq=F6egv+2#BYJoKSVS z(kkh<_VngS&mR0)QjxMbwyCkNXyf*Mf7N1KR?F^qVwCBddDhP6n`ZiLhl%A$YZvvt z51hIpaK9%{;DzZ)3OfEi>o$bzWCs-f`r$wSNZV#*WI(fp3ftB+c;f~`RGZSF-?+xfY+ zrSV_q`6HPrUAZ;r&*Iky8YYNO+7suJ*m-`1Na1>>mj_(xt?r&V@w8K+ZpU|Vi`LXX zhKX!^37d`{DYZ`CdXS&bfJ^rEk5-FA5ie$laY{3mPgYs^%;l>=)`!rH4g23bTvwE! zC~@71+m5gNgX5~^6&+;(tDiBu7U%TEC$a4FSe?Hz=eI-CD-V}hNdeF>dUJ%8IjFjKBSjzng3GKPCkn=2`nry{ZBo$oezKQU+1KR3tC^}o)QOv`=XcH`<6^LLM|KR>uNIkorQ-!>F)Kz`HJz+d5s}jVp z>m!qVQOet|8y~7Y6Ll;*Yuol}PsPPu3zScE{WVM#5;}cgtFQ9+H~lM0x+Y9k61exH z?)deWO0^5NZGFDpmf`v7oqIn%Enm9poTB=K8m{73msdZ%^f%F=cuSSL_ZN$0JlS)W zt!Z&zG41xUfKzkCZF!>|pT@6MJ9Nx`LH(>ik=KbFZJgygvpbGINV(N?@l-_kPl2F? zt+HL49VW@$d6?~Lm1m{eyHWB+>=cLng6&Pdo)OME4W8yp?;6^)<_E=>Oulr~?!U^@ zNv51H&ILb~d8T&M^pknt37x!mWlX>CE{zMSc6rtQU8bC`Y~S-B^}^W}e;4z*>e((a z%u4wFBK#!VuH&mNAGRs0_wq~1@_iHeH}1v&R_-}vu-xl{@ZqE_ zsfnvj3FTc|d4}PL#s)iwYUWSLXKDklxteX$I`HSxqhFaD)K8zV6h8OnBmcq#7sa3z zvs(rJPZv()SW{el)wJMdTbg%s)9I?B@~Cs#zRX@7;>X2aX-+#b>wk1f;$+?%e?o%i zO+2|#+C%o{Ii}*x6B@3sIjgmJ);0wZCw>l|lbRnx-W9uu^uL_ft-0VfQMB?1{V?Ph<-|fdv}RnI3|scyVuH+_ks_t6A1PtO3q zM_b;U{>A<~Y}vsBv$iTv7C9dAW5&mJ-l-;;HTo5679SOLeWv=vjY&Cl{}H!)5mRlp z&VKSGQRMJKz1_JR=kBt1Eo)Ou&p3a7UR|_znWN12yj=Djua}$F z*=^oFO?&0aIK6Yl8ZQ}ii#09pdAe=sIT&ZD-LP@42D{Ijw(Oa4ZI3VTdRy%Xvzl*k zttT~lN_%9hq?FW@(>od*O&0cAig-(1IQ3l(56lwe%nQ%kdZ0ng=i`%iJKbD8 zY@2S>JDTs6v-V;9J!`_xHR^A^Fj~E0kd;p6SP=Nf@WA7L4|dq7g)HCv)iw0pOYJ8| zPRwXj3EXxgUhtKTVOj@=X?oDnJ*P!KsH6+LywcTl zyJ+Y8;ZGZM|79&BbW&N03pyuIq>p7@}- zED3_qd+WFp8)SEU&B+an&pEDbxxD{H-TB*!KkL^EOqNM@o>ly8W8SOUorh~4&X5&$v z#9wFl|MJlKqzaxNr*;~C$7de)ytl#rdMBj`zcwmgy(H zY9B7IwUwOF#CGIia_fY@8EyT_xzm5EGoE{3eIvVHhDW6LePY)3+NOpGN%y0(?yvj% z*zZ)0p$F4F_C@mRvun3*n>BqQkMK#K6&Kbp|1n}qxX1E4Tx2i%7ZW?}NxRd%E~n*8 z^W@|FoVG^R?cK8%4|u=aSlD6KwJOB`3@^19_2f7bkqVa?Ux<(ziW zXH^gX#LERC>v>`#%q|}{4OkUj!KdmX`OSNx&F+P>9IJ%hvtw(23m2_Cd(vojw=L5(w0dC8KqM1$rVO6-bd?)D>pf>j1v_t*}ir=g~8)KNLExT{FoN?}>C>gf9sfLAjmD#+7TX!%V z^KU&OkSO(Ckzwy7k37!by;t|Ll<#nV`Y}s%596g7ceX8cQ(9g5(^$`0E%TDzBpzom z4re)~#dqCaTS!_9a6P`VE$x7H#JdGM``#=o?dh>-*~u&HRCJ5A>!L)S_x6G*Pu>bY zi{E&;ZQF|t&#$j_eSE0Sc@41_O~UuAp0{mspE#vPXz9M50e z@bv}fvHP4QXPrvZ#TT_C?w-Ar)&J->VFn$Uo_>#>vzt z-WC^h;o1F=3H$RsO-_sb&+$1^s23{!j`QFX6%QrG<8IGn#Bc9A#oX)I)D^XB(YLe8 zTl6z}w!FYJ zXNkg9afeP>U`Gs>CD~IZn5X;Ho3;axM-i1$GrsN*Ec-r+^5>@@3UZA${W*(6+BZr&DQ-c zU+1^r>$>OPYL-j>PIfqQ^0>-_)tNVqBfkB+#m9Kc#ohEdQ)IeQ*w-^+on3dV-lyF% zzAArx-Zq~0lN)?&RsF8??7Os-b>rgh&GWccW-wg*bvU5(f^_fa`_JPpvxg;!kGZ(~XmE?F*6LUHzcC#B7U--pHHQK zH2t%GmC>#~_er9INbJM&PGSb{t=65oskO_SEnr{$T#x&yrAGUAi3k?E=<+_^EGPUt zW@>%pzID%n*iL?y<6E^ta!JxJS*JF&XHW7wuZ3$!XrDd6GynYQS*J{sPw<_c`Tw9e z|Lhm>FIV5!n(4di#e$R8?OZ`IA1pr}nNXqZcI4a1DZ$6D9gV+s-(SR;S%O`F&OYff3i~6S2??1i3}xPb368@#D3B|9ji3UJ9qzvh>!S$HNX7&!-BTN+b$X?vVrRpWd436HbfRlJ=RGq7FplVe%e9rOI} z?$j5La&q@@9;)1M%$=?MRLoypPKFtY+P~AEXDiIyaqwWvHkn-8#jCv<>Z?AQ3M_V- zDm6cAua%Zneb+1{@0_k142kAcs24@afuq;8$^4PX0+PQ}a_S6PBh_A73T; zv~b7Pe`nq@8SFZ!<@sLw`wx|q-LITfrrOJt?o-~mJo(tJ^)3gGb^CqY$bH-)vE{*= z{kyIIxqUP+suPQSM9{GbopAvvvd2n7A`f}{3zw)v4b04-##}veww^F z@6%VW&zarp&7W^+v1X~uojJk3r91SMm1X9e+`D%BZTrRMhkmMSr}j*aNJ|on`2ONn z6@TOI`k6Y+F&%d{p7L67F>_Y4VP|Sm@|Sd_m1k>H_sK1(C@zZ{>?OmJn*QK!CEHzba(`KzcG|8eVw_wfr^;wSWS;g-S z??ts-7yr06*68ssiCjlP?=YrJO*NrCvmCTb`HymZtX*2!BwgtDr`7RmFkca4L+4uc zYTojO;N`^^O?=fq=B#|SNOqUOs~x6?Z~DBAb7jhR@(i^5()P*I%VSx;bA`XC%7 zSLdE_E(md8KXf8i$Nrk)G>5#h)|Z8M%=TTK8Ko+JX=>i5>naaVtn~R}sV}x=x~pT! zWS5jLV*j|BZ_d8G>PfbV)raHq52M?JWMxl2Ph7C=uHTBv<(;z`nwaeXVa^{i#-b#FXQc*me_vll#NV; z2=^)W&YaC!T*^nbf7CdXZo5RGJt0+bw!~M%!b-PtyE4Ae-#RzeZGK_oD{ef!d{*E4 z4a)C~SIP)^5&G2zqOe2dg~ZPGtNo*#o4X?Wazb^F+^v( zkBd|I^~Jj@HU`doA@0OGe`Bq8zTnGO3ZFOrO8NA_dY`1T!a}Wc%qT_r$zv z#)Uxntv%f(OJ|ilE3msIah1W}E$O!Rx10MWztrthXL{*(xN7Hy#2NWhEG*9-Dl81u zXiam;4J@@xXZ&cl;C3Z*-dUg4>942m*)_R3*z`l=PUWjbOplJ4c*IAs&y{SO>2UGV zQ;wMu@o!FN`dJz@K4ev3y?dlb;90@%t`;q$O^aG?%s+o?-5;JMYtLQT7P3NQX>Yyt z#p+gfmzxuWs<&4@kY|%>f8!CO>YKT_w|4u2*!t{+Pp`htT9Espc=Os{iz+xa*R7P) zdw<~NRsH)%CKk-P#3d|v$KdFxie864CqA=jElrOX#tWuz5;l?dak@qrN4lI?Rx{N%K2^~mbNaQ#zyFm_DwJwfxPOmZeKRSeI1mf4{LpWR9YFcCYxfHD{|T zkG4im_;f36=bGvg_oaJITEE=#Lr-(*;=tqIRJY{sX3bycefMfapwQF>f8rQJ_Nhe# zOjD445hbk{C!5lq=E;62W9Pl%72JoLW^X2rY~7%-e)|u#V%!Mf1Tr# zh!4y=Pdxn7Qn^~~T$g4+Q0ITmitK2g?P+U1=rpBlzOC+ieQW2kWtVq!Tn%tgIkw`x zlBCqf6Wuzp>!KgAPZr#LC2`vAJ3Bfi7j4z<+xXXF%67lJ8xQYUGIPxH?&8z(jQ@An z_|4j7zxH-sVmzO8?D^hH%U7m-xZJqv=Cx0iyyq6>K3EXt=+ehDpW zqqp;m`KEkj5tp)-oy-sashJzL z6wqPqKD(Z&?99`Tl{Xq*^h}({y(}SkcW~s}-KoU?ulgj9;7fJPcm(_wgOeslD!t8nfqZ?sS*HFT0}NdPQx7an*>`E(-++TrpTlIt_y6D0 z#UpwxKF*j_NVH8uZD%8yfLOsm^YR_QLg z6yte7YU9>DaZT*=d$m|=+;=VQ+g7@*r|Cl3nw<5#o3==#zYesG=PBIydaZ?;vCuZsO^v-rJ!eca#1CV8VH`_`^~bMCWoZ_fM@_~2qthh{H}RY#G|L0{#S=`~@_ z+H=l6%-nN&X^4&RWR0EorWJ4cptdIE;kjL3j08@H{<&-TeD{&fDiMi6Q!nn?lglWy zIxRO}L`u}im_^4|s{Tg#u7!vDGmf=qzB>G~H2qkf!ri+slZzvsY*x6MpU}?Wx|icp zX3d3l8$Zd-sjko6_g3uwG>)I|i`Sp&?DKGM-}PdNf=Rkz_a6gI9o2;_kuCDOrZens ze$_s8-6ZL&uUu>{9+izcy*Q~*c$R}-ZrBQg&zpq&7Rw3!`1(Y&Q1NSr= zYn{Dy>0kXcO~0$N_V(SfIh%3l>J7aPZY}#2i!R(#-Kx!YL}3bVg1wTCikX_plFHNz z!I~1zt0&Z~wfi1Z7}T@8-P&jOfyuKX`&btU9Pw%DN<45S{;HbvRQ*@g<%iYpzIOB9 z{vjm%Y|Q`G^V<$rS-wer?ki;<6UgMhbKabxmPKS3NY^rHiduBV$ruyuucQT2a9eMw01iihuN9Fqy^9>h^ zeCH*-?442*pCGyBK*0HmO<%Yf_eL)L`dXRy+A#%_|JPU*YuS|7vM6i1@7mhaD$j8! zdG?|9IFZYN?2&poqGs)zx-VzVaCj1Oam#~wdwcS7jdawGl>gss*x0l1m}BJ2)iYVk zZu>cR-@E>5jY{Uz{nIR0<*?6}ac7=NzwMAMD#2Uf_S2~O zcHhbzx1hEA{c?&oStPTr*i=yaN_Xz{!oo+21$VM!oi=GMmOi>-+smne`|=!$HmaGp z|9|der%}#wFGX}tiDdfeAMN+|Tzt*G|1Rs-j#E**T7~7nXe{T8JaYu`ejlr!>2{pIKp;Ka$L;RcByuyu?)vgqbCjR_j_IMoSPTD zW!mfuXYITC1P`XfUQPYMdH}=gA_rrfHWcNvU zJ#Jx(%}aZ>>C~;@Cm%|Z;y+7&zo{sB{puJ-4;jt6n)} zcE;JpvC#MZQXAE-yFMBH@5C2oZ7k|K$m}Jzy;F6k#KK&4=d-a&(;}1=E{p$oCakt6 zc>Qs{yOXwVFPLOle>QSjb=*;(ja4ysm9JE&eE(b8wA-PLE#&-lVawoGUD}gUr{}L# zSKOF8%}dpC{dvyvhqd7*cQ&GDXN*e!Qn;N9DT zALe!;zP|fy&dZ*DQepYv;^&$_NB6o|@5>k8ej>m-dxkgfPU|mR>8n0HuVnqxFjuyo zO|0KXj%#kK%?V$=_g-SL+5LCp`7*5UPYY?2aWOcy=>5~68$7>D4?WCrYQEL*zEFAE zOq;{IE_gK=+Z6QPUB2&A|E@2~R|MJTT)cmN=Y&6^$yV&MG)3IrCBJ|2s>EIP%UZUDItW3o7FY?VP&fVN-KuY&%D3=G~n~FQ)!f-ta_Q+wS+rv(I_SzYzHN&D|cjYT^yBsxEvH+Mga zq~*e+vsb>|nD~-Y^~|=bIj0L%< z`C317iuXf}^IZS-eK~w-V$-Gs-)@orRjeiDG4~EvbF^PINC@22RsU01Sm3|2$ASsR z!?rLoESU7{6qmz>u03nE_WjoBo%km*uB<Yq>6C3-KCIG!VRB8Op1 zYUw=TMCTcy+iy<)6uYS>aOXa^e)Y}Fz9!B;T@?1o z)GTn;rLC1QE6SG}sikh8r(%0*#@lyy1EE+!qTKQOI`15PLtq1)>Xa!O8ioDIsU_4c{2ZwEuK@E zX!>e#Bx}!9`%{VL^2Opc*>zjEI|WM&Cf;VBBtEzL`c7q2z2(am?mzl{)y}<_H=bKt ztbIvZi1l^sgyn^=7Cq}My6^WWEs9O>J)6zps-kU4Di1GDIx=l)hr<0$@3XcxGU)_W zt#u808E;_0(;WM`_JB~W>xAD5eV(aX@;sf&wOFo;JXo}M?bAtb%pON9xazYYt+T5^ z#76p8>nq96@(<7b(O7X|;c2F?hr;JQVo3JUv_2=fRCoQG9-f7})0&L!vrlAvbMkWI z^!Kb-Fx|~hocYn2bAft$^<)3ci&Xe@AoX|Hg|^)vwcqHA_T>DTC9omx;q-$!;g=V7 z*43W7`(f^ydUNCR^^dC?66z=M^Ecg<5q7HDF>Su{EytA)1-6xnIX#(mEa?Bk+b-|d zALsYfVBY+*sdvxHp2%x!F7Rnf#mGkr^INW0Vf=e?$BKmD;04zO7*hWFD@V;y7g@Oa z-Rh~Y4{f@zH(knMeq=oV&DPAdtkv=+ljeQj$8xr8)3(@?)8!@~aa(#~^;eMz+XZ@9 z?n<2fnQ(K;Tu<)bdLHc8)Az6XRbBC0UpQ1~hr;jr>2WSGWv2Tq&85$IY75@5t`KDY zT-cKwk^7P>?RHr(W6%NZw^z5YckboG=b{!4NzPZ#E*q*nmWgbs`o?5h#!>ytT>7V1?Zyi&^|#^= zd|35XuvJ9+;#>WYph%a8TUvXsn@x(lT$kW%Rq8fP{?V(8uVONneGAa)w$ghleQ{#y zwA>gQvz2AMdpEpuX*zrWApC}`KsNUUzg8m_d0g!s^Wp{ zFJ3nnWwgvZT~ zj~$BOt2^>$x=(kWd_knP^1Xe<(?71v-*0&Emd%FkiyNwU>c4h+f3G*fOUK6X$n%l~ zQVaLyISF0+?bzRQrof#o``?r~X-XCmw!F*lKHYtzbMxAT0k^Y*_k_r2mKk}kH9vGS zbj}5hk1SPHlaj30Hbgy(+qsHuiqF@epu4*@mc9`Cz;Cv;O*B9-qmjW-?%6x*Di)So z_YY+k3mviE>bKaDQ*VRaLYb8UFZxB|S2X@oa4webtME-(b>KPkm3R3w9bQ|8y=xB{DNMEr`&*i|+%DQUqU4iBPYTY}$mDZITMTIQw*1za` zM((MwubI$+8(YF6lQIh>K5U-aJox;g;i`r{11W9i^-=@0f&8iuF^S*Rsb_t!!f92IU z`O4;Lih*B#rT+LCH+9pb2O)+DbJi^{)p8a*`SRW?*H_GM-tSA@bIbVjmv?Hp+#y@8 zto4(y*e2h5E2!y;?1H9e*Z0KTKf&{F>+Ks=I(9Ps(+?OQ;#rlTcg&P|)AXA{Gg_iv zhOGE|V#kx7_?3?LVua?Dr>A($W=&pm>Zzsao|`e{SA^1zO)ITkAj`tMf1zy3frx9y zmveY-e~ha7<@fWb%~yZ<-NucQFRNPfnvGU&zV~p7)w@n#CvHn-#(rfD3sc#m3bUoG z>(UM?YXK3Q(j6-U zTIWQ&9OMaHaXN8_m@)gdx0g3963R{br?JK3u)^YZPJ8}H_19U%1lOeO&@(=vKPOdV zrcYeYwvu9f#Rn$~+ZrPI+YLV{-;}ibr0}Ht&DKLxm9G}79-CXd|F*~TE-BTTAFZ|R zYBSerdT14y)|UG!w|tslCf>lmciU(Gq#vhG6qc|4dOvpFQP+LHoVG0a^N}h0=k{ra zY&jwSE3YPgmu$5Twhh12`1_>L_G|&oozL{yOO>{{zq6lY|Jb0J|3g*zoTYkFR!@Fy z?US8%m9s_8$mC4%wA?w>op+lSTzm6t{Z2q>>g{$@Qv_|t?RorY6lPb)Cq z-JI$4UORC@`Smwp;$BKKE_*JJ|Jx?AT7rl1q!dDC8uEH83s2VFmFDoxsvx+- zC-uqP1h;nc%&@(UI`ouW$VC zo9TCD8y-UHM`X@IL>d*jCQ(s!d;IRErXxvIflaz8H8c@{GYMfk*vo=1u#e6(gG! zHZP%8f2B;K;=DIA?w+sjlk_n9QxpF0+%>_8UyK4051h%}X)XRp`84Ym^PNok|C--~ zsGO627273sf2W^dR}|-Vu4xUA4mfvete=^C+?h4;lM*`@v*C#=ev3j`0;V5sdFm4~ z<;&W(vlA4r61%oeX4~ql;FRMwp3U5~@u=lz*1C0$l1-|WeD*J$on-7&BoDdK_buQv-}e^-uZ>U7qv3|c<1EB&<)r3X}RsqvEsCf`+A(=B71;->5}%v zPv+gcC>HuWZQrb=mUGrOoQYavZ&$iSwEBFXgWq+5i)#h?ChbUX^5|Q%Rnq*Q-Ce)X z+D`7;P2bLa=UTv_a;~~}|IVKE%zxgcWlXtb?oxT%`%dz+CB+WD zrwq$KS!sO@72Oz=bS$oBmSm^k{q!A;TOXVZU6KClPG8e^yK46HTD^OwlvPXfrmQ2o z@>HMw{b}2)zijTdLw>723(fs>IOxjENgMgs24^HOOqVLXx^eqbow@oE{cK*Vs=lu| zB9vo(BlLpq?7QqyA3xiiy1SfpMq`?muI$2`DLzw!KL*O~uQ|H2XYaPnTfJxAZ4SMp z`$pa^P4bS_E4i;Nu02)9=9}_9H-FVSpL^G&)L8dpn*ZPPt2n7wyyENHx;l-8cinNu zEfeOhOnCE1FkZe-q2k5SR|`)am|MSR+MS0p{iFPZcCaEYc6pDS0Jm1Xh9A9>`p zCeCojI;IcRul9HR5sp3PZqHsCYxbzHkIN$L?y2?CYAM`D4^8TdR_6I8Q~h)D_Rgf% zl}|d8cU*L9wa8es`oNW!2~pEKS!`$Rb6dY+CtJQyqr;7h$LxJlzwa(_0Hn*CF!@-}Y?ojL2^;2AQCv~rE!~!jYdF3DJlTg`?40k!g_-pv9X>Sq`vo21rJG+Wm`ldkf$-lZ^ zQuZ8DuG_@D*i$+-H#oF3KHxsTcYxJ#`sjbUKh(D-rV zku{a(bxVIP5^7nyR!v{3^!8HOmz;G5XB%rI*Bz^T{N;34b9_&5N8sL7$}4Xl$=YZy z#I|#SXXRJ#l+_cK^J;m#I^22aLZRQxTtSaNn=Hh5b&nm1@YPmnERGdUJZ>Yfk7q}) zv&N5d)`g3gxn-I?y1%GBpxI?d-fAWH^|v}Rwpd1Zzus4n&Ri_lHese?TEFz$)H@eu z{;@G}NM5v`M>SFF@bipA8ei%UENopasZk`vmzQYJ@Zk3D#XcwJp39%SLEW~`RMd(i zPfUD&@=V6R!TgK1N$#3=$(x}gEkt>zvr4I3l$0n}QDa-J^85|L!VM)Zzcp56?U1?G z7gO-`_t(!00?M8z^u4v$Y`7@$NV`g5XN}|U)|dJYHt{91XBQn%jn(Zvc?^B0*-pAnYH8X%NBXEj z^zCa-@eg8(t?y6Cl~NEhYiLi|0ng&F@hwc;)wT>2yb* z*QUy|CcfU;y-d9CmWuOpCbumi8Q(^_k zruPw-?z^89JBi%XI1w|e*GZc7nM7uiRGp;OeX^W1f&K7PHwpiS^bWt4%j zagOKRw_j`L-gY@vVyS=4%c{J5#*OA1O^nj;GY+w}j+e|D8`l~Pw;EJ{DW+vVTWzKb_K*Iu3}qoT2_gmd3H-f|`-j-v(L zD{ubhwpgv7P+4w!K~HW@>zvgT@Me<*)Gvc=7cYE|3R&07B zd1cu_#%+B*>f4{|^XID0QI`_#tKAg-(XRc{pGTqZmRZa;(a;dM5fjNjHQKyPD`>S{ zQe2d!MPR*~X78FO{}0p#2`)V#p_}yH%JmfQN*ZF>N-Sdi2H`>-Be@ux;Tq;#;?o zk^fd+X#erQH|CiuyEW^~Oo^Rwc`8r7t>=#dLwifZ0Fl=w|Dr#08oJ0`S}WUi!Q78+ z)@21R7i{Dff(J`_5GBLoDwvWxjo0 za(~IWQwirC_p!hK;Vka^n*Y1SO`F1slN!R&m5XOS^EX~^=XyZJ&ieGsY)+189`4&; zM9FmhHDJn~;j{Jee_g4z1#xRqZZIk*RQ=|-_JG~)s<=C+_v>ZM&c?zQ-wWG6NWZw7 z-Empqgw#`4%VSm5)*6Qd9JsHs zBX~){A@uZLKZ&xKMM|@G-_P^k;mP}_NUAM;>jR#L|BwBuy;*c)!?vv1EV?E)H7yjI z=KHRlklH_6UtHAd#*@{oVKJ#5i+#0A5+^G#dpy};DE{i|&gDrwOQIfg?Nj>{nEO1# zYsJNk`6-t^f2);!C+McVrSrrO0r#(`Cr^LOs2IMRe>wk}X6|QytXQN!Uz=aoY1C_T zXL(K3ii6iBOtd)fb}2rXD^blAz4Ev@+dQfA@9h^IIqtn&+`1xHx$Ear{tx%`J5L_5 zHx$?${+K!Zb(g(=_@~b=b~F83=YMZ!PK{MX=VC+Yu4SvVHhmRR?5}!qYL!!1^TsP* zLoGG!^w_V?o&GhsztSnTAyCrw5o3A$B)t&BL&hh?U#h8pEBFSRPvv z5hr^;d-{pTElulpXm@fSiMX}Ms%Ob3nKG}N&;MLzv3k0`Y5g7(AD4o4>u%o>VrXo6 zX&Rv770lqmwDG=A@1dLd?cyeWtv1(h8t%8gckxEy>N`S3+t_4$_pV^_MiKN$EdR9Z zHq)B!{r@_uCr<2;+1TQHwplQE1IX>un5-f2z-!r@7e3! zQXdR=Yt<||-mWP8c<~7a&#AwcO_>_7Xleb7YnN&=R;VU3e*C!0DxP8PEdiB$IqH+64|$BqEE>RB9x8xKSoA5K4>_5Wju@q*Iu zWvlM^Ea`hRv0gp!eoKFi{qM+AmM-poT=(aD$7{Mq_3;1a*4+F?_~Q<#q`(Jy1t0Sc zEcwE}tLu-|?s9*l1#|T0>Siqoo|SM*PCy~VS8~hgu(l;-C&aE_KE7PCS!<5`|1}Z; zkNPJ4O5QEE@Z7&N1Z~@P_Z&yP>g+qIQ3~B3RI}aEU1FCRHrLhnp56J?H)4|-QYI^J zw&%Lt#VLx1lXurn*mf;%QT>jp&F?N3ePDXRUNE6^;f_zN zQ6G0qirU$m9`I$^8SX`?zBjF3>;FhNUp%GZtmO~+69*qO#@tbv*sc2VgpXLdQS9N> zLYJ+13`AefWl6K}KCkH1;CJY4`u{r-=U4nVm%}0Aajo;1`qM?r+ze-ZH0$bHciqFT zeCIZSw~Jz&!-8l!VrG9;i^Mw5yBOEU&)-KLk z`%`4~b;rs3HeLvOetQR7B^~Jv} zBj(J}vM+Wyf%iEkP5KkDTdGF4Tlk05@~OFhAH~`yKX;1CSQO7^A#0%cUFw~S(UkS| zFVxQ1{w#XCyt485qi|8CzUu7-iO1^`?D!^C^w{M_)G=B)y-nqs_@9IE)2WuJFCVvd z`E;`-XPmJ3`t-k#;eU=9_4nczDBLyX5xRQ#vih~H=M4U&rLTL?c=CYvbGGihBr`X+ zReFCDTs}$Nz7x9Q$<7~z&wHv9&R^N@wl+a~xon2|`E%>#{`!6?owr%YYaVaK)LZL# zn)jYk3e3K4su7+$Z*%MBd$Ilr%dTZR>uylmwDN1{q3AUtR%dT*?8=@dFWGFVpmTm@ zwnaxe_c4AZ>z)H2=c^nz{=&ZLsM*|I{;QAG9krAbXJa^^Y{$LDexDLcVaM;q(jQ+W zXxr}i`rGHAN?*T&xwqdRxjCZp3ojiDm>rZPcKOqicSW3Q7rrum=2?8D*XX|Rw#Jq( z)5TLZdhg9R6Tq_V$i)g@iOF+gjaI+2{_y?c@oVq6wz)l78S^XTK(xu}cUBQ!&MFu_ z*(WSNDdAw<`Z?Kbb}zcV+$fu`JH6^}l&Rpl^?wr|U7x9Lt)Z!>oS0j^GGA9DI&tC8 zHAWtbrs$W+2a58_MJ)ZcWK!9qA3J<(e~PhMHK#^*s7~ujRG*deUtVm2Nc78qi?;T6 zCl@L9{>QPzMoya}A>?bl zBJOKI+{4TpPh`vwbF@CSX4*Sx=grw>+nXG>y`Ry@w$ba@|GMl2&q}`MKTJ?Letkh(Uz6Aj9{%guf-5aw zguFD%^N9YTJ=5avwyi(b?#VH|<@Q!a~O zb;jifIuFS$xvqB6c*E4)GiR*%#H{)L^rwJ`qyNp~>#E({%TII({yuy4Z|;%iW$*6C z$vMw$dK%=I`;A-6{<-l|2W`>+6R$_a9^B@a-G7}?bjtd+iyIpEq!?|JG?KijX%{(1 z>=Wm6p8n4Hb~lfjZ*FS3(78P1zSYvO398plYkw-bvC-`1k~H}wQJ>E@zg`hsv{uKO zt6$^%RsFOV;)WOAq!-two|u{Km*D8{$M{I;@xRQ|ZsxvEzp3B5*(k-HsaX^ATGF@K zufid?$YSeXpN9Hb-!GoP>mP4N!9^(-ZU%~NOBKlSpFJ+L>8+q0j;~l?UdHkr8(Vkvm~e!)6vj@`dtP(PUh&*) zc3$4ko8Rn9@%3o-oM)`{p7m$s<`C0!fmdev{r+RLID!53^^4lE-;MMhZrOSBk&s2? zm(d2@T)iR$=W`zJ*M-$J>UDj=1roZhpuStJ16w`Rl1zQ<|o|SWS(UErykTj zd-&##deNgZE87Bl^Jg*kWgkjCv*%m!tm}RDA10@@G#H(I(!X_s9jk{dYwSJe{EI<< zI3@g^ANcWfQ~^*8P;I(K@Hn3dXuC5iJMvh3L{v(x8V7-Qzgy+^9@CZ#T#-WgYY?!dkH zzehW_wTd?8<~KjT)hcpL=fpLKlhPXxJ09A5epA1~oj1mDzNYQG3_90dhpF%zEit`n z{oz=&!uQW}y|rikj$En!(m5zsd||h~fm>L`QB_m!@;jnD#_Jt-g>mJHU#dCucH8AQ zk?Rca?l1hup|i)zM2&0G+Nu^?m33!x_qu*9dB?-pH7|6t_AaQs zsCj6Hv=Z~Y=;;|7B9nhO%q-;GvV-GOr$Tn@gS_0}*eTpzQdc-@KN{Q#DmtaGQuWJ{ z4Xk3fb-V6af0^-DwEcdx7rd2Sp=;F2x-`LV8`zQQ-FP(4m zlGoZR^?GBX<=HvAPaK`>b9C9Qthq81UP?C#uKyRS;4&}2?|+ku|Cxna7X&*N)~J-f zIih#Zp-)8H$38U5;eBlg<2|N3b2Qi{{jL{ddKZ76n?v=)Q;)R~J3I9Mzy0>%(vHaP zEsHo7y;F&CY3PvqVfc31;=OsVIc3M*+HY0N^GsW}woh%^xZ37#!mlrP3s$xK|L(NX)W^Hp=D&UP)YnCa;cZ-< zwusQ(!`-4fg|}IiFFhzQQ_%Xt7;Uz+qMj{${}TPreyV+o=bfA|NmZnDYozXv*N0RD zV;GX|Uif&syrt6FY=*Oj@$LSYuph}&c!HU4+)s+nI+rB5rZfCQ%{dMI)Yh!OZiaq4 z?&$>woRim|!m`)up9k0GcZ*`2J}arwbJRyR+avvQL-^13KnCTDiI2*=trlP(n=U$1(M@5X=sA6X5dEi*YSUs&eb zI&Efu;~?*}NF&5O^`ercitMAm=fmz@i)Lt2Dk!pGV;ANL-S^h_+lGGe$7>&QcI;4z* z>hIYTboyJ|_S}yfLQZ}9wkA^V^Ewta&;F0a(O*?(wrO?e6)GnFO!IqRYkFb&njOn7 zJzHWX?X_xu>N{>XAxW>=*{{|8e6P-YJ=xjq5*>U7R&!QVw2#U|eM;?j9+ zIZ-3wYFoJJsa&;`*)wPCTM^&z%1PJC)AQctTVae!FMo@Ce|zCXZ<>wgj<=_OAA9^? zZt<5wUM^1Ir(gTl=2%LabR^__;upK$B~mz(FLGgj=Duxq4YQ`M*>T>#`jl9m@$Elf zeg3`()IQ~W>|5@Oj&GZ~y64GNF7Ue`S{|bP!g^b1YP+hK@$#Ez6oXT3SbJB-^ZkE* z&g0C|!6U@OyB);;>A(Jn0C zo|`?M;MIQZ`MmXEA?G|Bb-p?0H>)nmZfnf#JtSZEOm&9Z?WA0ZIg?WOubvgoJtcQJ zX{y?u6YdQU8x9yGw?^;cfBR*RM3a`E=H`2!=T6v^Bzcr=c}&Q*z4K>eeGUI6W|_r% zcyHA1#}Qr^^2#kVJeJQ=H9gL0=~mq%`Sg)ndZ(}Vs|WLi!oRp_NX7);{F{ub% zH{FZr`ump-Gk)iUE^<1^(&Viyzcz6XOXJ%|+f(y8Mf@VTUL3u$EmkKi>w7{CQ}uEs z^_sP@g}x3Z0XYxydk)J@oR_KTarNb+%FEZfb+T4YTQ~D+Z$@F}bqQfcF3v|xG7k?d z$}#znpteA@?Vc$(QJQS&i=uBIjQh>OiM#uuC0FDW@jTSwo&_RQNWuYn_jHkEx_^lzQLt8 zcUuF_Us!kJPn*~IwfX;^$|Su$`+h6C=#RMV0)4Z+_6P}lJ7>O1;+36r<_#vkXYsY7 z#nZp6p&-{@&iL!H9xUo5tp zxA}vdu*#|8D=KFy_gt<|8+YfqE{zj;dj6&8 z0~Sk#fDK&dMEsmBHrx-nyl}T*)0*a$$CPZQ9(ud>e_PZ+#n;D0pSgTrGG#aK;mP|L zm@l7C4wanHSw1yn<)Ve@=QbVwFKoHTLZIjtNAv!$oW1+5WWKo&_*?dew2Rj>3#FfY z^Sf7m>^`_6=_UuUJ|BJXDZXWq9+a!|o@%T$^5<@>{JFK7nO!ul{LAZnbL{jWrJ|G4Jl4 zz{EU#%a%0O4KttK3%h$jrpo`jFMIT-NJqx!e2kNVrtes`xA6OlUd{V67q_vrC*QgJ zDe}Cuvfb3#^LO5{o?{mO=u>`9yW4>(=jao^l(d$=y%J@!#E<3jUwO_rzV10Ys{5ok z#ey?$&CL7nmU(oSi7HEp_FW6kf~+EswGzK8xz^b&4ijcI?|R1f;pwDr0;i()|4v?T z$58a7n91TbcfV!rSt~u2D`oPs?JLe`+P+b5y!?e_GHXhttoZ$Ed-HwTKB>3-wLLqp zOnJkk_g$(?CNns&@x*qmiTAH=ee2%w^~|F!sb8nBiwro>`DoRQ7AebDxpD8sf?spT z+&^^TW7pNf1$FP%pMLV^Ou$8>W!|Rs>FNh#KRW$ob=CT2@P=#e$*Qn_o3p=sOlt{c ztvR)3Hg`SO4)-(h-`rf-vp1SYw5{_CICJvAb1p{pFVD5!O_LY2u3yemdS9K$UJ!czQ2qw&;E=K`rTsid)GImTAt-QR(9=Vy3=qc+O2fa+_(er+S`Qu zt_bdZtr569cd;1{z-wd2U_zs0V0RQ^@=|} zQy;mo91-@vn00jX?ssVh-Fu>IOMXs@?RYLXfw^Yw)n&%j7v>mSFwT%J3R{+VYVOBp z>5H`{Yn@|IT+pGh`}g6?!Mb~oeO$I@eXsqa^lRyCCo*I>=RMjL^#8~4!;?G@U0Akt zcZ(DE&zLIM*p|4`25&k=SGLpFD2nzv;`A*JhtIez?~zs{5$P;Gj9#`fBZ!N2y_dtFGFr%I;d4Dkds7 z$;l%;RCU?Ey1PA^5jLlIzSgn>||360l5ZZF!1}n#^dFOevqFoky>aXI+Ie*tb)3tizNzO^PrKN>T zR;M4j6nFi2vdfnpAKT`-Zn(tI^!$fN(^)U4XT7U9XUtVF+{$qL;q-ssZ;BRbd|BB$ zwY+c3zk(P8y~AmucRl}#T}hlMbNh)pU*?(QSa)~tLYLxH`D*6LvM-;OOz7ADk^SXc?kZ8;4?J6>O?pr5wX%C5yg_L4tf;?Nrc^z5Z~Gtn z?V0W52N_T1@$K63WcC+{ZrSp=4xBe8*Ds&C`k~CbXOH(iQJNaI@MuWTskI-3S(q8N zBt2^QVDZE^{L8z`Q%!?^NFNLO@aS!ih>An?74HMS<(Uk>JW8hv=dk%EKY1B4v-VzX zX|}H7Hp|cY(K8P)ly8Ymx>V;Gx#y>3$-kxva#bDAS+YZS{$6+eS|h`}2m5|Co(eE5 zlKjXiwR^?tof1ctrr+wFVz*C!MuLOUw_`7#70qFLBQ>$meAU@AKNdaR{Op&gs__1e zOP;8fKQ~j_a3Ui6`}1QT8{F7?q8dIi+-6<-J#zl@1EQy7zMgif&t`JjqZDAbVN!^} zo6zr1nsx*nUDlZ#Q>?%2(5ZWW88@vzJR8EqdrSQxpHy=lQ zi+&}tl7DYf#U1UH=RY|)w@*FLQ&w?Ep@`vH;U~8&zKbtba;1g+v0iz2$7_pnwi`yD zf1azl6utMDhQuMA)YPBToDOf5GGVtce5~_8m|H7)&0e{Ar}D*FnYDM# z`rlfm`I)-2v^#C@n|`sDy`r<`!}0acl}|nEW(+Z{ofhxpx9^3_9fAE5ov**y{9Gh2 zNSQ-Gu}2~QnzvKWiJ70~yl-3oJyP^_YQU#U>mK~&H~*Ku;M?IMzaL*c@7(WMU~_R= zIIqR?t6u&6F@6HPp>G1GE_ih($mN>PlJ#7+(FY0xQr4O4J&~Q{KYb71`Cr1XFKv6D znqa;>z)NURcS z+^h0gb6$uQ+|0Q1>d3d$9RxVGEX*qZF|222Uo5}~GR=r#oa3_aj$)N=qN6!T5 zo&U|4!<>~gZ|A4Tb+3OLiCNUTu772{5lQ4#oE_Z z*2>5q@R=35c$%{HMAyz$Mmfs;pZu2S{9uz_=;VF>-|cB3{Re}e6`fk^>~}W8UDGOS zUU_~0v4&dxIM2NHwb%FdUc0pG$~wO-Gx8FnawFt4QXjW$K3~K&eg1|Ihx})rxPA1^ zLqAqq#=qNE|8r!1nVR@0dY=oc>V_lhZip;cmYi_)=2;`f*sfAt3C$?mJ8SRh8ch+r zyrN4ik&dSp?<6SlVzI@c}qxrsaw?$O@{EMYNSDtz`NBXY`N9l8h zU46F}ZriZmcmC~yM^l7kH2O^|ZaUisvF)EP%<*w<`LeS;Y-V=d(N8>Yq*(nr9pSV> zL2a(huCrQ}N1S>NC@p;bc<#Nk`%O+xu(E1wePqc+=Cw)u>E&D!srBDOL_e;!aBSXw>`dOC-F3>xH9oAp z6L)0kR|ZdIJGR?zOJ2tvG)M@xP*jxq@_)gOH}mu^?)}I$b$vj{w9dy#`jhS~4>FnG zQnMnqI43*l^f~4?=A7~mZFGLO#j8tm?)frvTm5nM534;Eb}b4spEO%d{SME@S5J3D zI)A>}bwq61wG%B@$~`-8Y?Ciy6y^^7#l-O1@BW&nz1Paumsz>BuGzoSQ`35?Ymc^Q zl!Ml~kK0eWIaGYGXgIHVUwGH$wFPh2EM}}fzi#UB!g=P3Q*QR2T>ePy&aVcYY*En< zNi##uV?@**AIW~OD%&_RwADlBMW4{kpDvdEo<6?YI*-UcGUwN7UuUy?Ny9#=BXbp7 z=Y47MtYhU{clG~%+hZqW8123b6fJpk>1(9p#6U0Oy9VmFXGV%0|FFwbpnXw)*RE*` zwoN)3c&2Fj(*{e~CC|E-$NOvE{3X08cXCR_rdwA0%Dj$8<&-9+810wk%xm6ka4%l% z&4oRkkA+RoADP*$_D=dAqmDK2Sq-UX^U0k?s;sY8rSEtw5ayt_w@6{zu~KP9JK2!_ zpKqHZb>$X)d%j!esh_as&lwsfc~vR*)s?!cB(E6wgnY9M;+n+Uc>dj=@I4czKe{|& zMQpv5k}JcvbIV)>Gp{!9>`J?^@kD^`)6Ug<9J6)2uclaM}+*G;lSYPvhr<}m7@l{^3Lf`%GoMOEyRdd+&Ww!PD zh=42a;?=jZ6M3uRIuu_Suw{BS z=T-eEoGR3MrP#t;ML9ysq4{!HobqiIJNF%tYQdXk zbI(>gog;ah)xIIu=)~$D`?TX0R$JeU*~@!wQR?0WE!TbXrhO26yC8;d={%96v8HR6 zDSX=SBYBp_rrGjBJI{aHD!9dUhg4MAgqDdeA;JC&Gql=WmAxOo$S(f6qqS?1&7L;b z$wHTydldfVeK@&8F|fw&XKr%qL>4LUt}hLmIweI*7e9|*y8ZIGt=0bSM`q3NIm9sQ zeY=(A&XY!8bdQJsOUa#g+qbpj^Ll=d80!Ve2V2~WW~;mw^IKi`=U|kZ{fAXrFAg0} zH_n<~F^_FwhlGZ##J0@>P0>?UWeY3s*_E^Y@ks|KPR_T|_gB1KB+|q-Irh`G+3)lw zR?dm|YIdgfgYraAne@{Ssyg?6&;6EHt5xjMv*=sfx=FiKLs%0g96FT}B=Xa?TjI!@ z*B$*FKYuS>#^HI$DT&32KP73pfQ5@1>jqa&&7+_DpC8<3UiSHplh%cQm#0e`gqMDQ z7WCod(bJQdpQK#+RUaa+IO~A@0_7+F&Sdkf>fJekyZoI~PyvH{ zXO41RSJjI&t?Cb-C$lfuYHM#eO=5PYZf@U8o&yFVDM2+4UY4#_nSIh}@fp_aS5>_>@=FVq%KW8|I_rNsRsVfk8FCie%%}4*>@*+^&hi4vCmDsUGuDCy|7}am0QgA ztsxtqWgmIaSYyeVxMkP2umj4;b24w9+pXPe7FE5ywbtA|bjGC2zg=0^M87Rn<-Fl^ z^vImuM`LdwqKs7?OWv!JEePX_LE7r?g6csXMxu(<0tZ_eThe zc7RP=xq>~r__Y80D;}97?8%zHw5N+Mf>-H}rkkyx-IHmAnSa$;VHn zI;6^8|2-Kj+Lj`i-*=s=dIn|;hJ+d_H%hu z*>@2S&1(rUjt7Ox>Q&A>{2?f1wm;uv#-WJ<^|gnN?f#^2&*e`2&bs1r!EaAADfedT zsy${a+mQ96MpQx1;ZvR7&wUevMRlhHKB#@)wvlJidZ(AV&pCf?eRaac`SoX)O>xV0 zGAve|IIt#Dg7?=_@8hfQ);CS`O8e8C%5^9>d-`rwWi9DDI`WIZmHyCwa5{d)%NsFL z?jOHwU$P=G;m234<9F=MZ1?T6J1h0CRc6;wllxoj=1vp+b1{V9tE)1NXUnF#_j|%V zu9=*y5x?ntW9xmhdy=W@ZcT9?>lV*rdwK7k!32>@M^e4so_OV;V{@5>+nY^!&z(E$ zr>7-EG030#`duzv<_^=Bdd7#FSKUmKa}W(%SysP^^IS{v)|CcJG#$S1|NGS8&HA&A zi+5)FtOZ63W$$+tR=6q`Sl*&w~)?XfF&r=Ds{J;?oS zv-Dnxh?ZHOWIAMYnHL@Kc*uTm$K)3;o=v~(di2Nhxl2mhgUl~1IB~XN;$BykGj)GH z3##7?y7K48Tm1+7>>tbbOD#(%R<2yRfo6jw`Yl;wDI5Ns`#hnzrlU}dJpyA2I=>*&rKa{bAOMFxez77qnG(tf0ZuJ;f?v7yqi~jYkhU7Fl$b3m8$bZG2w4tmn3Xs?g{Ig-0}IzQw=w> z`(LeYb56bS)OY*xo*MB*)sZz z^g0^vv2x`YUvYoUy;$qw*@*=!f7viin#UA(F?Y%0f71MgJ-=3Zi-%t4=emA8{@UtC zZ#6p~=!?bOHEuWiV`nnespn6Z?N)zb-Xls==f%s5Jn;2jDZ;{5ea}VM@?Y`EW=7`Z z<=1!a`!elz{_^*a8&+`jh5V7_DqXwI@FY{#HPc^T{!Z9BMe5Y@RhHko@5@BIt<*O@ z{_^5}%U5E*v-?BSv~7~lKkK=8{KC}vrY*wvmnzm}3I6m~4U|0G8^C|=uI^Xf$+@!& zBDU1F@_uYgj|&j^);~d2Ws=X+Q}$KOmamiFt(@o(cb8|m%$MLFf&Lwu&Ab0Q8y`HX z-Sf-y%3;|9=Gz6nUR}-FdyVhG|NhJJZ`5>49o%#txXeDDBA((pW#*F0y0S{oPXD+X zxbwNy9a*Q>#dq6zc#iGxd(*qx57_jY!X9D3_5tC6}xW!0IDg?A3cO}Vo3(81vU^ER@q z5Lv^2 z`}3DQ6YV_8SG0)u`EV%aoq2g(AorN}lg-g@BiEN0Wu$w2+2Na%u+lT;;eYcpA3nZ$ zoBYi$;KuFJwLgNV?ut3_WttiP^ZC1<*9nIQ+apZ%E|xtxq7S--DTJLOS$ZhbeUX_g^us#E&Br%+drN#`uFln zex{&8$UQ&ydwt6moI3P$vhZ|A?H&6zea&Tw)AX-BvuN&g->=yzN1k}5dCe>M|F>-F z<{FjiduNjF=rGPyN$ls^AE04o*pU29;O7cm%MW_h=3CspZg63KukzDAwTS0&5z|}A z8*_~sPkLCHv*$5xxFBhFCfNGmlm`#Q`=7ZV`SD|OdFQIt`5V4WJ{DV8@wq4Fs4Cal zgU{qwEix?Y_*WTad-ZShQa{V7ar?Kg-9Q%!~apPIkg;N)|4D`u6x= z&nI)H%__T~$P(lFM=TdTmVh=^SYn&Alc6f_cu(_&Gj>jOVY~ zzhFF<{CpLwpTKKZn@v))mp+$WYTCbN%ef%^n3LX88&0d0_v!LAXUpf9%P|6>zBXki3{GY9eutke+ARiWR)jdI2c`B4y?YlEj9nk!Y&i%GoEK= z$2|Hug(dCW`}zCW-R_h=-J_9apjN%fET73&Vn5@3wFw2qyJz&q>g`_JKk4DZjya(s z2j3ifXcn;OS&ngrrs3KbONomcKY#A%rp?p&70n}cPI{!=f5L~q<(z*sV<;8`Pxbu>`y@H0$|KQ`OhV(rJMV<)xJ-@Jdm>b}J_fs0#=Q!DbczXZFl z`{p{=>ovtJbW3`&&5r@Z}%OGbiZ2UU;Upu+PxA z^1bAOFKikbOq<_G#4h+OBh{AAsg-)$yK{-#!SnAlg`HPtJvW>1Yj(JFT#A8y$BVf( z@_#s;Tn$eqXn$E}Y_%%;i=g%LIjy;g%dc+rvD-1TLCtJxP42~adztUIetB=Vxye!1 z{7CpeueCms^mN1zW$B94Z15`lyZWq+vQE=y>v{hgrGHJm;rx9D z+ZQfFw&i@4ZHXejj5idj4~D z+|KVN_XT-Ur#RdTp8oFHUhc_ywTV85OYT(oCGp>?Xp7huWtATt*}d2**UcmUP@DUz zplc6U54lYfT(rZRLsD__Egd-puQofrXcn$NhL-&of3aAIHTf(zVhvty)26NTLH$3Y z6ywp%SMENuERTvl*|l#~@k-uVth1-3dL5Q7J@9(hw(w1BFT45MbUs|3b;)%5PKy~% z`wN&CEqxdF`h$*u_Ox?Xwk7|Vv+X0N+dBpehCH1kWlDbfU)7JQtc&}&#jx~O+_G~T z*S)sgde6ZblX2%;y48<^+6N-cTU5o0ol_o#UEds;_CT+CrH;fyk6oszQZG*A8|dzk ztDYLKrD(P3@7wegC+3+~8b-@yY|-iOiKf z?gRHG{c~NNJHspv#!avg+ne$3gyDsgvv#fye7b{cbDhTKk3F0A<$Zd|(d}jGV76K2YoCT{Jo1)g7ST`wXlllCwk)JpJhz&ft%ej0N3(NIsN2E`jTQKYM%%!0U zzb-$1SDNd3`=t1mR$0;I+1Zw#U+f5F%F$@l`W#biQ30u)c3$UYnY{I3EYkIrTMv1m;xMi>;Wx*5j!8+08r`(^{@dx8|<1 zT_FEX*m21`uk<4d*$2Y^tFl)ui<yD`(>v>IcQ*L?X$uE- zFRKx0nw_iI7?pFHqr7XPTp7RO2er#e*Y17wn<987g>6rNvbdF)kCf@!vg^MCq&^h; zIjJt+!R-{~`m}MwE+f&l&~sOnWh53Ge{P)Ip~Wh?dg8Rg>DfkKay~n?wE0L@{yi!n z-SWKolVnA*o>*Ypze}^dChSfs+qIG<{mn+LZ<8PG&E#*{Z|GDQy2;_7NlV}!ztZzx zpZz?3LTCRjrFZ)xZbzEgMeMZJk`_VtnC-obs$GR$TLQ(wi&%9hLRnLH&}BH3W0uI{Rd9*$3( zi=DO4YsXFI>2`Pj=~L)hdC9e;FWq4q=V?ocC&_-^#tbXoZ|32s6(I;?c8j;LSzac7SHr*|0{j~U)vXTQhy?EmpU zDFs6Fs%GXgEL|7K``zaFidQ-XI~W^E?xxhmEEY`rwZLWJy2@o=Lq(T|WTsdMEL^+f zZktel>63#z&!^m|i<)xTgujq~!ozhdRZsgoYRgMsa(=eL7B)53P)%iq3+30Hk8Iex zXvxC&j$ww6E1zb_zxfvX=tHdN=YZcAgB$pB&dxAZ{K`A=;oS5SO156gwtsIhY};~= zqyDq4$2nVPn>n{XeUjhM#uZ>Wy|ZKmqvOinwda&>m_69@USZNY-UCOj?~$l!oc{0M zq+MU$DP4S!aL&_WZo0BUY<)79&$oH)CDne@ABwy@^6Qt}PV`%|IOK!v-CW7%J$_$imwGIG<8z^B z#%1{hQo%h->m)1A9&o;&w5KCfu*Rw{OSvSZ^-I(H)0?h8EK2KPI-~PjHI~Izm*ZRv z+l?)+Ro8u=^J?Pt7MHy(Uz@L|2RvX4+f&6qsdk>(Q=J=a#a&hF7p;g*So0+LgmiLi z$vKl{U#D)=$h`BwQ1k7c3lm`5NK3L|YJz?F+O?u2Znwxc;O3q|{-}gFYYv;9Ox~;?4;in7gS$`6pND(RZ`H zUG}OJmOpju8dv8WmKVHM-#@zrzFo02Flw`1@M`I(0N0Kp(c|m2G%o(xqH^Wo?E`v> zCfY{()^l2}%)g*+sr`J$;m@%*%)ZEf+PLuMS7oQAn)W}!4m&Wm&HC|u&1%J{#&@cp z9zI^VuHF2!@C%_w(s%PW`b&KM9(!u;1S@xo=X(S0Z3*>a{c(wxDeA?Z6UW7>{=92k z9wVV7Gx)ZT%bG-V|J3!B%oj7A=cw|nHtOX*oz{0tQ;Tw2wl-GZ zc&Rn>--Fu8AN!Lu*=~e5mos@Y2wn+0($H!5SpT94vvGB>7aBrpX zd!g6Q_t)08vIP9By)Ro~;>4$ZoN@NI)W$N#%4IzUdzWiu9b6^&ssGaH18c3ybqZyYJeE#f?o%N9OFVspos(12 zeC;=$EYd5QZWoC#EV18i5xm3A^t^82EARYU@i(GF3$M#{CYil|v?^J*PsDb6NaZ=5 zPV+T-zl}AFR=Uk?Lx8U>r?CaZ+zZo zp5OEF_W3K~f~SN^Zmsw_XXi`d1pBnb&;Bz#PxFc}aF+>V|1u-)Ukm9ZUjMR{ z<0G?9UGSDTE~VoC9~7V4l!->nX*looLf2T?DC8BJeRG+}rBq(mNrhHi{;RHTXjwBg zMtJgkVGrsUm_O&gES>dq=7%ME7WwT2Z`AW0FDW z-FBy_wNmXje^jeSy+5>CV0UlDr699Q3t63Q=9L@lP&p~-em>c0PKEi;gU6q6rgDA1 z!L6|Em+Fi=nH(wF@1IC7>FhXnb5$r$;*AJx6XzMdmjcCq9C*8KLg%u{EAG8jS`_iO zn(;HA;_k(}_ob~@dpx&NW{FFy&)4ku&~s1a_Wx(zovNCUbmT#__S?LqYk5Xxg_C!d zR$A|rxiV+w?59VLFO6VTuI&84(*fzfw~zdHUAFNN<_d6h@8uKnOAu5^C$Ykig7 z#;@Z{9eOJsWp(Z5VYsoGt+MgXBsRtm&lZXZ`*k)8EZ)4Kf^F)JpE31~zy1D9I+bqC z-|iB=`@o|RGuItI+JkI1?%QhIDShDLd+F82k7lV>e_Ok1-)ECjp1h^I%GN&LW2`03 z$?@k1OE^!A&hcGVlAG4P2x;1OS#SPR;UqVw|9Zz?M|K#TQBzd-;1e#o@A)6q=?-T@ z|9zels}^DMB`RrC0iSY3c=QTp#|K|8Sttlku5$i7&E8;9$;0(cb1UL++&%E%mh$bB zy>Y^YZ(6oi{djPyuBzhA=WW?q6Gh7(8Od*-#WYiWGPmWXRKuOJdw+##CmUZqlK*-4 z6os`jB$>QAz3%F-N=eIEd^!B^sR!Se$Lv0_=Y#UYo3+1guY8fFJ>U23G=}RZteFJ^ zUVmdzIi%<`FUwi!J^#LkUKQc>zYi90SDpSE($7Dob;r(c{ErvhH&~Q=^@qG2>z53z z%XdN(tgYY3$ga4@);1;U!5{fMif7cP)weBJcjl$lgjUgGV*G}DUoP@Y$vAYA)ildd~G3c@=s5P;}J=rYwJTV@w^w^ zUo6ct@#vhLVf}usZS#a8UbiOwjla!l_0po!sL}R`-ZCS5u2mEF-+OcU-Yos2ujfs+ zyZS=F#bbNcxg)MFD|6cSDztA~n-yl(6~M6VX5s8_7E}M6j^s@;iq`y_u*ypKar-bxpZlr?O1%Ip4i^QT{}g@PbXtlT5y*_Ni^L^7dd`vGA^X<*~%? zS@stU?#!F|D{OI`l(O!>vK1Z=5|SS@&l0+dX!8953EwDPot}c()<<*dB_TW&I}5i$nx6v_y2o~?k#Rj zKJ$NjUrNNMsOIBm`FpQ^Rcm20_2;R|o%C@z;~nP9;eSFqwDLmkd@wpBf9Oe|4&S#@ zRmp$lT`HOVRh=D`ktveXU6Xg#{kdr^sH}FSRc&F_anaLB(RwN0zir*UY(-Xr<`N!t zW%k#rT#csxd(-mDIMYGnbN@?S7r~=O3)y>w3yroqi)pva`ymqk#^}N$`6M0PhpNd{ z3U4P}So-t-tuOx`n(Q-bGPstxYQweU8Mo!d1I#A)Z=A0d_#iN!!Ni8;s@D&uJIWiw zR>|k*&$^OWydg*MWBsRn;%rN6*0%oUn{mQXe9G2|Ki5rOy82#6?)F2=r`)%?wdl;Y zF2f1mZd^WcYLcD2C!bjro5HWs#q;;AY`Dw)QKx$5v}K_RQOS3nsvZ!Vn7#6Z!z<6* z3AM>S9LqFzi@o}IH74GqL!&T5jpf7Felgp9pLcJ+lcILT{QdK(#v&ZAL^jO7#d6|P zl;51hSDSC~?|K~WsBO5d`DUBqBdvo>g(?-@44U7X$~IeE>!~r%xU?&}?e41B$U}`D z8`D4bO}NSRs9of9Rvz=}`1hx_gzfFB6zSZXV4VD1T5XTqlmj=oCZ9Rp6eIiH(*Mk< zJwF!aw7JFHnDm2n!GuE_|1;}`wulEg{ri4y=B^phKQ}MnNw7PlaqpOj#fC+p1(R6z znR%^H-x08Mc4qa3KHr$Q6DxMMP07+TK2{L)y&yX$+s9^gpZZ&ysHO{d|EryJIP~bu z=Z8n$?%=ak+%bhg@%7WPibGOtvo>VRI&jFir?2s}n1n#|r`@6=i?2Sr`eaAq#TPNP z2JgJY-XHR?^mMnFbGM}JmGUyt^`^0H?+;({vG3^;npd_q=`!mSr7JbZ92bUc>3`5E zoNaN1ucC#4H6!}dl`XS!13FqGVy4SmyyZ+b-ZjVZz(Rw)+qmtfY*@jvSznh&U}e+3 z=G#UxFH~lJy7K3`t`P47ua1|}4Q{LCHA~iB(%RXqoX*vA^WQpg23^bZR%vT~uVM-K z5m?(J71;Im&jrsr^IF^sHXZx)MOo44ume|t14p{@|D+jlu@_UCtNYhn`s2M?iR*vT zt6RUT{pKuvzyF(J+LeQ6K8m>U+eQcN2ypXL-*$M~q9*;%e`c~(33$YAcHoheZg8z% zeL~q=&nk@B@%pwaz4l*U3z&cDtlYc$Nx|8QODD^NnR{NDDBL-}?D_kP3np(|(&m~v z-F~~(tPZ&+t6X*k>H^bIpbaPERj1`W-V>q-pX_5 z%iGfh;vf5RZ8}fZt@s%+^VQYjx%)G?ScG(Kdrqarcvz(yuBdQ(vs`r-o8R&Nhd#;Q zlSIBGt!LL@+BR$A_pGy@Kc7vXV=-BOkK3lQq@abd!pFq(oG)w&GAN#M{@efd{ru&J z=f8ZmR`2l*0qr}C#px?zWO5cfc(`PPl_3MGm-mWWzlGRlMV+4_%JgwI*Y;~nY)e+1 zwh}J9@tbY_(;Xo?<^h`)EakZT?uMHF$3i78Gn?7>zg9MiPh0NsXwDCL&X>oTq}Tdp z%S@2=T5~gBp6h$^nl!oJDOOeD#&$CjRhU;52yV4(oS-@T@3!+U`biJ>t?Y?cEi&UO zi{+VboqXVZAY-h?!qcT!1e!Oup7?t!@Kfi_`5W9)PJGgk-N$;RC8{@Jdz1N8;YA;g zv89`-FAqwU5Y*aqZHB`$i@W^qs~LS8b{#9Zc6UqtyH#sk-)v=A&2co!sZW4ypJuiA z!&kLjJ;(oKZ`-`n*f=}yV91S-`YCnWuKhZ+w({wua|c)Z}Y=v(}#^ZVaKl=ODT}*+cLqur858BoYPCr&A#>VTtTRJV^h)5-|w6P8Cl&w z+fTh@{bGg?%f5Zhts4?`Tpn==?$q3_RJujrdzt7qsou}av>%;WFR%RMgsaA~eS)m1 zDJ`FOsO7AZd7k*&S%{}3>2`ALy5rs#o?d3+ooB(mId|HD!z=>FBsba4|KBIYknOwo z&)lVniTAc{t#`;PeC#`=Hp|-V@Vaxyk~|`OW1SsqB5%|_Ub11)C05RjywkZ3M`^Rn zT6N6hqT+GoR}Ce*I%@5o_t&3NJ-cvOOq`s`ENStF9=F>jPTedum1j~+$~2V&A2nA! zUq0>N3BlmUenrgYxigkT`=2!9JfxN*dZ=0OrR>9X@dv-ZP&&WI_|?|ipOxio{=N5n zB=9?eRXU^9cdnA;tl;HUN>3X&mWp5O+1V@oF~vN{Xt~ebh)H#RyVuI|uG122nz;9B zU($i4;jii@ys3JwQBK%P+(J z$8&eis|ya5TbS?hm%m+^MKL`_VtP(;L6tzKonPmpE2;5H6@N8^+q%bIMyzWy`HIoOh>(N5E$zzuCjiQu&Ju&mP`?OL)?h zKF{j2pRCPuUaPNkwln#9%`L5@g0b+cp}p-YbCz3&x6L@=eCyfkSJ#VsBr1IxRpT;# zUF_K^>EW@t|G9goVx#YanfGqa3f%VW=Q1nX6{|PR$**g*>Uh6XS)YB`_g}m09bSgL z@_oU#@NTua%3U@AA+frbUjo~iEiB@;>3dC(^-BIR!}!AW(>>bGP*!*5b20OY>asXrF$1Mph(A>D8QfwQnQ-aa?Aeu#6*gdh(I* zL-odwOS}ct5B9%g6me+~s-Kj#rsw0$EqNs>t1j}s*O=_%x_6sc>citj|Fj+-IxBkjC>J% zzFMJk#{3Unf98FE8?F-3eY~uK$M%grC-=T(!gppT+!4I`+L?tk9A^Fng%-ghR))VyQv3hs{|<5Q!I z!G_+e3Kef2e=VpjS{$PIVCwRH!V2r%FHO^$bk03?Pu|);ZCQ;cWBoJV_OJNCc5&yv z83hGD9}CY^^taw@5W0M!IO|n&NgEBut%~#QU9Wz=aW%&$Tk^*Htqzyi4VJ%~qFO5J z^48JTN4;s)wpkK;{rN=>9b6yA{O=pL)&A4r$HS~HiI`f-#m!B0c5hf%-hJr$sz7h~ zSqr}l-T0sE!YOz*b-VDVP_A_yd8fYYw&loLw0Vg{dQ|vKV(0o%t#<#E0Q#uFZ<4H8(j|^BuUlqQkYE zkAu}lDJ8*phw!N-e>ObY(QrHZ#N`b6bKFd_|K%5TOw;!p>#OBGU%7T#qfV#5qe#Qe z^IESQ{W(>9_9=%HjxwX(; z`Rw^Q-zpazpQyCY;&6 z#p>euN8vM5j{C%pVMm1p1mzSK#4wQ5Vi z+^7n{7l#acrsm(6S^M=@q)`-WiMQ&`G|OW##TTQJSMHA7I%5~Ro!ULWNR5Qt=Lfc5 zs4ly=-=W}xiL>m38C+H?Bj0SwJui|ddBrJkYQg*eJAMi=ot<_3>x@qCa+T$quGX!d zz_vl-^@e*1YzL2hh*()WVc+h)mG?6XoE4;cxOZ-GtFJMr<2awA-V*s`#qzn5O06kX zA@7M zcSqpVrZ%3KXIY&hx6Vzw`^Gl)%^Dz5UP5)Vp6={JUSs(m6A4 zi>z~e)7A0hInO2W*)TsnBma>=fvIHPWQIRPO>`bB(o)E>(S`Ek0zeR)8n_U z$yvc+oshpH^!DPnw|Ks?oC$Jcx+!H~+Z}(%yp!GUW>7)!0_o;}ZRft^EJ|7a?AOw7 zQn&T@u1Gt%deTPEi(hB3^dE1n`e8D6m6Ov)>1*z8CqCY^DgO8|_QCOc-A_5a+f5EH zo*Vo#{2i}Dbe zo7RF?pJzFpxzeuc_WR{d`An}bw=-GIOS^g(d#>`oIC=j+jR`dmRxV1Ly648xknx)T*>VcZ8^s*v8dXhvUs8Ex$Mcu#r!5w^yV%uS#pK<==f=xr z-^^TDJ$vsf?p*avJFi5vZkE6Kbx&ur_d1=*vp$P2&kI}MDg8dX)A(~>R;a15%)6Y; zmjt)33ClGIc=+2TaqHQ6bEIbZn3bh230<*0eub@@e?!eIgTsH*p5FYzA-+cNqT&CO zObs%9uRGm+<{dBidSzqE)jOBx?aazi0{ZP&>;nfo4u9BBG3sl)YU#{U^zYut`b zI$OmiJL!vSjsw?7Q8ueIxpeU%oO)jc@>KfoilwC)s}MI`~QE>F;+Ww*KW4b>~}^FLY9^OO+5PZ z+_~@WJIfO$%QX~lnlQLmKG$ddR}%W4S8+#d)~o|TtPw_w z@5sE9t6r@4YR;A?znLw5Gi-X8p1d|c+Csrr`0|0+{f~~Ae`qo4npvkE@$Q|x{_h3N z$2V@e|8VQWj=KxaO-*7~F1n>VBYI}wxjLrHx#y$XXI|8UqddFP;q^qqT8|>QNcX`~l{dHeVaF?XS zv^hUzE{6R&Zep;KcVF3-2NxgDit7+!Q1S|J%x(Xi9I`>6aZ^}L;MthD?e4pJo=JUQ z^Zrh*!6e>)_7Zz@rmt%BshalmbDK2Nq(67N?CPF=GUxQ1x}}pvi2ZB(=I0>~dRtfR zob0jYK=aqzMc?Fq)D`y^sm7UFR{UMqRv_MTqChRJcKPw8Wpmg#xDM#?2D}rEG(Eq= zg)`TZ^QqC5e>d+)o%rvd{#auDyd5T~!B<-SYXk&6ZGWaE-~ZKXtgxtq-Q<5|$YHiU z4^yrb&#cJM;kRe4F7i0D{a(zYL*~;?9WI;wIMpH~{Arx=X6vO&4V97)uB0qnp`CnW zTK2*$?$n%;64?cWnCz2O=a9?b>z#h*n9eLEVTa4m1&kBeN zo;0C+s&snx2j$R%Df;&(+W$Wn9%h-l!O<<1zirdRWKkZW_8l$a8wEKXS^9e-rVE8n zoUB`7++dqAJ5uCld4hzKWRTi7S|o&sw?Y z<;UNR-`D3w7Vww6{q@IMb)E9@I$pgj)A^@A8=YN#=8f-U(T9Jd*^f*R)hUZ}W4iX7 zeZ7IDO-Dh5xPHPS{Z||F@@GA$=swAj-1YX@_YKAt>8(ZepXOR_+U?BG7qxSpwC#cy zzx2p)}Gn;Oh=@~8OvbQPT(Av`0pf>p0T{Y)f@6PE?@ht4xkz^Yg zK5u{E!~9u(|Br^9_U@FvJX!j2hRyOc?g!iNK4;J=w(4Kjyv1&+U~S^>=I3HwVlTg~ zndBEB?1lu#BzX#q96rwr#UI_tZ!4>Y-Z?!#+*Vm9#FD zsQ>h$=cvM!-7^;ZJ-v43Vc^HbX{K8r==~PFE<>;2X=j1$S?jscHAHSSf7#vKd2iHz zT)6)wnfYg}ZsR`DpKg_c>8I3!nzu^2^mIx6Nm!%$>gTdK^K?(_W42wB8O6OXmHj4L zaH+3oy>UPHi>>oL(|O;YQ~L5VZS`YqIjfD=`vn5sq*quT2^G>#TW7S)Kr`FcR+#CX z)7`lf>s>6I#6lfhCm0@QzwzQ&S;+m;jUvZyZ)*MOX#V2Tr7w?hug=~yU66KK>oAq-`|UI zty;W?QSr^&l~$p{LVVPb0zE^XSrijCgIZ(iCbTe;}Z)(WeO%CD{XzwKPRI^MUrD!^dXL(%&yUj4tH zH0x5=gT^(xC*BpaP?6Z<^`I@EqnE8#M zO4aZ96AQXMIAU(_OK&zk{dE7dtK!dRpR7>mZQXr!eLUk|BhOj+y8q)Nc(!g5+TK|G zCFpqX*%lo$39eWF{>JvqOE*)teCOa zQFrgNJA2}Jc+V@(jVrj4s=ni#=^ptPC)bFWXkMGaVj#Ct^w;gQE2qP3+~m>^HK!__?ra4?!u-{RxD&4n!8|Q>j%bJf&Puo1Cew7~Ha`#!-#5LBJtLhHsPs!8xUh}iz z%Zp8dclLIDs*ruj_^bc%+ZiV!zLa#Ht~hGoxo*<;x#lky8S|W)a9XFMWX`(GE2bLTW`haYTlR+w>SZ-e7T_WM7zy$(;f%j)?_ zPp!}D=FE?24Emy;CAZi9%y{Ksd0|e+)7GPm{Hl^)&oo_DeNgw;$*W_R0e% z^VTgk)OpONvRdZ5UhvCs^JP2F{<}Lp@m)6ilr@#wfvbcjay>gVZP|k58q+xW4!vie z`Z{Bp(_WcL_Ius`GSB;4bwo;Wws}bQYRSFk=WJh=HLL#qSbyu{WPQ=kZhn8mL(DIo z_|bH1mbbTx-kucGPX+CE3Y*Hh<(zbSHx!(mYj-4}mNmw?CWV1f@wryA?p;f(Mf`ya ztG{f^Ik(T>Xjam*C>?=m+qEw~dAE5}b;N|yk4g8}O?tlLNzpVZ9_`&%qvrN;+&;L* zYtOcGh2rz?{7+w2_ifhm9`4l%xvLL(oidCUSgphEcbE0gs$+Bh#x_W)#LTZSI_Bo` zu<`4$`@TH4r0-7nyTaVC_4UsE{ecI5ocVb#POYOeIC#bPf8VCET70~2l2LJ7E~vH8 zEr05a&3UzL@>7|tY(Be%-a2_M=*8hIgPq6qYD+U!_}0bTcb2+4(Ofe0vE%fK$GMmA zJer!sZ*E{5zH*6l=(P;#9qn(GHTIB>~8p33b9X*)AYuagPlC;(7UcEoVZ)d{^498Eu&R!St!NYvg z!;mHJHLqGvUzu9Nx1VQD=|0cT!T0AUn{0Vtwe$4L-TRsDhlLt5{|~+F-#F7i<=u8*NeNmjvdoEA9VeR=d_z)eh(f;o1BVpnDTbwn?)~n721h@&DhNKq;$(1zJkJX ztGQ~=nu02y1nr#2&v9UVq5gB_RQ9zeCmS=rn4-ZeyRN8|&v?dxs*Hg+_OwY^Qpr>6| zOyITDneF+4a{oBwH(0;0?KwQ5wDsTB(@z#3(_yPnV9Bofv9rygWXsd|mwpLx$A6xB zo}6l6KjV`?*baI5TPwZHnJXUu-`A00t{&H@qSIx3r=jI>a)UX$ck~={rBBSK9@wW@ z*f_0V*m&s4*+sG%2OSjDzTD)0FEvq7ZmP!AgZ_`(LRCDx_E$Z8)#I75-9*oSW%={> zvU{2h%c|JcENGm(aGm$6_eT!g`rT&W@XyWN+54=GSC{geAZ4R5>-LH$S)U;N+lB;oa+Nzk0oyv`DwAnn`-)%6%1Y0>vE8 zuKCBfV~aYg-NmkXye8jRw#jufac z`*Y;1ZB9@4wfodX!OW{utv}u4)VX*p;xXTqHM{jWXLn8d(0+V_b8^43NPpslxy`>4 zH>GV~{prw&*FOxu1zm_ssc)VpD(_L9mSh!be<6IsrpHow;{;GJbbCGFf+De;sV{a7A5ukI$F$5ld#Cl1zJC+f^~|SKg23i{v)EH);A7 zc5*IrCWGqpRWZuGCoZNgj!o^9{i)NX|LgX&%i8OF1;uV(&Eeg$D9`J}Z|2qiyU!8o|5BM}?d)9M%45A&2Yj|fp5{oY*tI+Ug5C2M;h~}roc4WLq`m)H1pW3VD7hk=}M7)8kYqaZ+pfHPpmj?7}=!LV7E-gbPIbxW8w4qkE)aX zwX18mHTSNr+F!T)_Vj;;j?{XWT+f<6)xTbbBeh&9sko`nc;enA%EoWs?uaqrDQHRF z#P#Lq9OG#_uJv|rEN}a1c(_3@_Wk?ZVxbrJ{imJv{4h&r(MF4jb1eDoY)np-yv%Pb zyCTiDTll1R+PrOVkGmi9|JWA1Wr5Dsr6;`SZ{#gwso=;omC#-I=>9*?<2e~hGise2 zG!%X*23zy(D=RuW`NED`_2Y8NeSTS&Cbi@pu8+Ajb*kOT9;qkxrk>(+^5*Cj=v;`q z+>t46Xv-zjW}lf5Zg^mhsJc$Z`u*p2?TzJmCvAKLIyJ^?r zE zC)VHNixBQupwao|TGR2z3!7$a*{ymq=bz3>&p$_RDmoeoKVv&wrMsXzW^Lh(O&zcA z-kR6hHsQrFt0~5sHd5~!PQCGZWBns%IalRrmgtZv@~>a0eLA+WFk`O6(k;A>*Gf|k zhVCr4^bXwQWO_p(-z=|Rcw_#DkZmuToUJcMRx<3VEHQnrU0AmIGVkMET@4|tpUIw) zsd&ylvw}Hb;>`!lrgQ32az1xn(<`co@%7kfW17x7k1N0I%jfgl8J=Gom-0!iOZ}Gn zyig&m>5|eset`)F0uk>690Jz%v-d>B{#`XM^~26Bd>{95FDz2+seO4&>cYNgu5)Fd zK8j`9H7nh-I`?@M)8cPMMonvtqYU3^6wT^i!Oj{LJW1{QQHEuz2QQST82c~d@wxKB zC~@cG2!~beoZf|3Ry_Z(`_fIPTTG$1(;uF&UlPWe6SZmnER9zUo(Z195g(Udy{$WC zY5$9aOJ905e$QU?vt_ot+R@3gnr@4%TxK?zZ_l+glYJQPFWJ=mKrv%qt+K!1-CZXo ztriMo-xCRIs7~I?B;2^;SpK@RS2&h#`0;;U;1j3BzfU*F^+dYWW^MG-4!)xQ)jRFA ze-uNYNv+|VM+FI4)y-eFO-|qY*rrz3v-R{W&jr)JR!?7$QEqoUecO!Pol;wygcl3! z5WVp~@?cGr;i1_*5#KhH1@b&U*Y{YWz?%14qDf;+S4v7;|5~k17oW`^a$lsxYn?xw z-^3DC>tG^pRkX^|p8HUu{c`vDareImDQ~;?%}wj)tP}UzEf@Wsva0+Xd(ge8FBV&N zwPhsa==O$epSR$nl6}|h?gy8@9ycrVns(VFt2j3M&y@IJIWF;|sYVZ7M5R|gJ-avk z@D}CQ0v$S<90f5azFD1o7@l)zz3-Jat>w{1Yd!CJJbtsvdS~m?kbuu#9JlXszcA5j z;@Nw;PkH^m43P@^JBQ|X3w7>u+%mJJXTzytp2Lzn-0N(tGR{o7A;oc`a&FMeRU0$n zBeF8@E!w|N&F-~tv+rL=%L`7{HksGF4=7(~OV){uTNU3_ z%#TsGWp4NQ{+q8v$BS`7!jGEMXWoLzxt8QPBTrk5! z%xlK7r>rZNUCMHfzkJ8qC%EgcMa1#?LuV)GKi)Q>F>d9d@8zY27XM~#3VZx8tm6FK z+3|rr$@|}5DoG5hUievUMfXAOKWl=@5rSZ zy6(L-K8uh4kgt@pTX#cPQj-52--&5?u~RM@KCgX#!MI7TA&AjaSoqDYIjnW8G|Fx!CH=MnJ<9L_7pX*+Z1LqhR zv`-}Om7G-E$G*y1xNo8F`-dO=lJ0I+YPRQ&&7OEDKHqm`;ewfmD+67&RWwvq>^vKg z95VaAcj+?zMc-!3o_OxGyl%*C>s+yEvnTJ&=UaIwd|ttyQ<_e_YeH%Riv?4-?3mZ= zOWowm6a7rg-dN~Bc-=vh_tnvpeeN;MQ*e1_^ojYHM~%zmlRviqm>XaF{mtA^9f!Xm z)t7e9@#oDqpS=1f69A;~}7QA?rd$~rT zw^TT1Gs}JUhR5^T_$R;H$#n0H&$PVViPnd|`nEh-@EH>2()Xb*X(>L|K$|l8J8=Hmdn+X)$FhD*Zq4(u+oZKDClxP z)wkE%9A5=VOcZTc|19>|wwc$R1&=aoUR$x{nYBS%PU@she{TG04?a<;QD!X{(R|}Z zSNt!V7rSr2-g3S=ch%ja$$9lBz3v?mQh2~~qPL&5z_@DLhV(pt8OQZcn7=WtZr3vr zJoQ4!vN$)PfakWtwW6*0>HHkY+p}jcFqzsaUA^FP2WJ{T?>Ujodwj~hA3FK91)?K+ zv==yTzx9G8BVPZ)n(F}$E$8;FxmK<^b;`=Xtry=;xUomE=ateqpJmsixTY1ITs>3Z z>lArj)%7y_-Bn|cKHtW*wQ0i45ci~tplhdHRJXoV3RHZ>yx!Vt&(hBaW++#7+2%z% zr`=iV5vRBz_|7(qD1#SSms0-C{F-xjGy8rapJf-fOpRyX%@}ueMMO@j+RR&(RodO2 zKTlm+wm!m~M_*AVHT>>b8%9Z?)z)*kzh2$FWXIvIsOuigKezw=?5xbQy(Gozf8}K5 z%PYzg6J``|K9U)Jg?racz7*5vt2MIS?>YP3dw;~S_4ST3itZ0?9#-Cwq&921U`-XX zm!t@Lp9r`5j#v4!Pw@R^oAI>qMe-!QE9L%5Z<_^wrA#>Re%>9WtH$=KpM=WU{TH6t zppw_PzB`t;(J{={e__pQ9WAElzxDZ%Ob=gjK0fdF=cuZ7X7Q8C-B%ZLcCD4!G`Cl^ zw5Vd+@312l{6%LSHTq9l?ruF2^X$)4qvg@u^I zWX8*uIqOdUuh6a6cjXSV3TunO$Ge7q?rH=D`9!|ooALI0i@3sDSEt(0A4>~fp3J%z z`hV+8ozK~BM`yfw<-OuofSaGs%=!5eEk94VoT&aY!@#ZaH~S;8xZnfZcE>YJI2zn- zvWA)c!C#Y#;?1({pB9wLoOhpG^zQv?S;sH@U9aS)uINjCoSId>x7V(cXV*8^)R^_r zn~Sf-ty^-hJJdz3bUC)~NoF&*8MqiILyWF4xOVYxf95mZ?m5%A&N_-nq_6Fxr*%Nw-$P+_jO{^GZK8tts_>wcx#pf<)@0 zf}FS3kN@oWoKgPSFz;vf-3ZZR4>|VOER8Wavt8`S$*BxX@v`p%?OQ}`)eZ=GP7bNy zxfvNb(URS9`|^2CCV{IqUE3$KYKAk5WbcWirK_XvR((ErVoTr0ME<`4^VqH%{5rd} zUv%I3FuiB1->?2UPe(jBEX>4>W67n3VGRlT=jR1Wz16eiI6t+P{nqC`HS;+#>Id~? zUVUC)cV$*h{Tu&cn`uk0*O#!w-u`LYw(`rRQ*j4(A3Uoh{6p)4+4o((lKF8a{; z+#%If8BO{jh&-oJ)>FVr&CP$W? z$BVDG=T0#XD7|C3aeMgl2d8-Xu0Q2DI!{OAvFF14I<@c4qO2>|n6SU`lfBhuo*Ho7 zzvjZkWiPhw)w=TJ%1bX1`!ylEe_iNGs%d84Va4An>dKy=*Z5{vu_#ZSpAk#mqMB~i zcXDf&tNICu&()ccmM8Hstm*eOy`|d^IH$jk_U6h^(web)m37;J$%`z?N)BJy@la3y zKyZ-^>;0asH_^&8>1P z(@m@S>+@0;9w;~U%X>0o<${GptZ(ua*DyM7`luLbq+^k)J$WhAa!LcWj?f zR&aFrjf0DM*0`PgSbh1@6ycShC98QAXEX;M+q~U{)BXV0uBAId`ZpK^+ANfm>s;&9 zyQ$q!dHpNf#$7f1S?Qnqlcy*s9ksL0JG3dY#&CDqlWE6_3S%cWHx+sRn0#pdf`F{Z z=ha#quj;QBuNT+Z+M`~);L;0i{SB+v)-YV3YBuN8d2hd<4`z#Bp1reWY3B}s!e;m{@<*>4lB%3_pY>-@pF7}XUhFTi_D6>2d3YAYonGY;mmvejo|+94*_X6r8n+; zd_$=9d~MWm10^frnbY~Z?mpyN=waIV?EVv>H*>8IO}*(IBN)vtnUg-X=%L`UiU`v) z%S^q$y_z_yhCjR1>kFSsAm8szU7B0({nV8SuVJ0{sd`(o` zFE8GD7J72&u_u%7@GASMI~E3cPFs{aq4M(GgU{YCT3Q$NEW2c}=kDF-yPW-4`=2>Z zx$^LA%wpF9^L&=tmy1tZzy6;3NApbZqnf(fpk4lX>?MhA&wn_!`O4JyZ@(w8?G4wI z9C2BV&nhn@Zw1ONwVCB|cLG|ze@kv$*T*V%F?{8dJV`H+>5F1leDb!O;kPlj`mXn!){t@!kD{8XmML7b zxE0vUuV3CdO*$}E=eGsVg3O<<`ZH_KWO#kCdi!mzWzPpyvw8g27vxH=_R`uev8_{S z;(bT$fD~Qn-!2B{RS*4km^xE!Woq%Z-u(qj?45rf@s@jgwsmR#wIzF{eQ$b9HP-Dv zsed`_ZHL6kx0BYgOfY0O*{xbEu!A-1(5?ON`4lB4UU_p|>*BVOK0Wb=e_5hSZ#=zw zcTsB{x2mWU-}5aghaN3jHoc%Q<cso$$j}o~j4V9GPBVGWD3y zbc>?yd!{<38J|2~?FcMhBY#-(dhL=H*HtXZV)D~7ZiP(#*ZlC`k0R}()BpSOT~wRF z5;yHI+qM&L3|qduJzsiZx$N$`kD;9rTK{gn_9&cJlJh-u>Cef$3WWuyLohnA?IY zB5xP97qg$){r;`C;GO+fUOns2+da?t@vHx{{skXW>Jpyz>Dfp9D>r9!uP>Rka6X@- zU2A}dV`AEcchek>o#%i3S%7hlXW(sKCf_{1qpZjC9po4d*^H}LYc^h-H2ZqOuZveA zEt*>Gg&w`w5bxT_8EreK`rqeT`|1P9iccf&#qizIJ)8N9ovk@Qb=~`wy1H!TYL*xG zEa^UQusQd-f7)MvQJy1ZONBnG-aOEAYwgLU3p93X2gul-T9)#9$qcu;<3ZQU*xk5a z&Jmlpkw0$7)6M1{{qG-lKFFARe@^Vif9p8ff|i9mzRxbTDe;5<1k0?x(|4VBlqG+= zdVcu|n~A&+S^NJ#({-HkXWCEEX>F%fmhfbq?Ws94`{31r?eYsx9OC<@6)pJGacZ74 zzmBoVGWCLI!sU@gVZXG0J-KYbZ0NLQR?lJuF9*#fSL}F0++KW6{2i^jEARP&#hdTg zKCQ^tn;o<)O*qh5>hY5W=H3_MKZh(^e#6|P?I+)je?FV{|9m@dw!!(=Q@#i+S+DxQ zZ}*vr2K>_nZzk-la+@~kQtd^~lD_#>rk}IZGP>+u1>Z9HaL^-0EHgV!iKG9b?K#cM zwKiA#t2Q6fFEJ?k*!VytTrgl-#L3n7mIkfu^-s6>b1AE}(c<)RpWdm0)uk4X{AS9$ zT$MYqoBw^hh^cn&xsUpBJ?B!F?mem(FlBRPG`~iKT-CI@ceH0e6Op>u@p5vZ;Z@0~ zwmlP)`H#ph*`K{dbA@VjLvG??Lmt(d=I4v8PZ!Hg;HX@u6Ma)%)T!Fye1^f%%zUxg zUj!fTi<5RYWL$Z2!G<7fpTZ*XT(-pG|5Hx8UFR(8c*Iy(njy6C{A6Aojz^!Sn*}9h zT-SW&-rG=UyjbSCEw5A0IhkiHOxpL{uFqqy_;m1>caZ4RH|2-3UrFz3V^5XpUUMgM zx7KmXyQSA|?~Rz<_d{#Wm7U`66R)t>_+GvLF88+0!?iBFi%)Ldz^~x%X8L!sn(1** zsZ}L47F%>{;;(ASXSn3QOq#}Q8WgkR`K%n(b&KlN?kx@qZ}Brz5Iec_)0g&>ACK#J z?z@qHo0Dbvr6aHPuiTy=^zQ1d5O*oxYe5pjA_sT=Fo?N`~&!f0>`^|2<+4pCwXI=bs zJi=0cigmAp+r{h8{D1v8#$+XLo5U*pC{ATU?floB5SX z|D|kh*xcIoEU7B||JM3rCrWSGJiiq4FJ%Az`$g%KoQ^!}4Z8Q~-Gb;O?#mMy{`B2$ zej~kdzw4aajM+PElVw)!d$mBaoI|BgEBO15zZ>P=968N(#`;^pyIG7Y((3=WzWtH* zg;%;StzF7sI=d;SvCGP~$Ya8ZM`pf}+juD3zVVE-QMHrgxkp}H*Zf|v=RMqeWRJ;0 zquG+(lckUTn&6goM*jN!%Fu|DhJTF%Th?#Oskl<@)mqP7bjRJ_ zJM5-Rcl~)cAq%ww^=Ot3Dw|j_IoZ?>(%K;51czu;bPpZnw?#{=J8%8gGif6}f8$kMcJyOHakh znJEiH1zH?4K$S&ZV{&EV;nQ=Q7LUs2L|3ssomW$4@dlrL zAG#%Dp~46L-@GAh)tBDXZE?yD(F?Yo?Xe-ldr3*_qE`trFC%{CEpAcpN=?zdqQdo- zKP2V%45K`WUrT2EefYzDf#|t?aodjC{8OoX`>ZfvtLVWgHx{L~RL<%VTgLZxli}(= zo0}eQ4&|1co_pyYZ?oyKV}+}C%{Y=G#QtdJ#;VE)yNSGu+!@T8XIKe*llvbn*u7b- z|2gAF-U6vvibvj_UOtcSTh6=A#^ZBOJq+~gopbQsq)q?!&1v4e{FvNNvlP#JiypX6 zDh>59n)2V-^vc6uK{ppFizaZKlsfTxzop)e(2v5^Ka|zh?Z|X}`NUrO?I}*ZJiHnhHU+v>3>Mg8^h9cQK= z?a#O|Rpm{-4|`d7ai9N3+qJV8bFRHx*FDp{d9%-~ruh%c^wQtFT6Ocyw53OPIvXsn z{VSv}?^VmU-p8@Mq0;JWcK#D`UHR$uhceDnU!vJOPOa^&?vPi#G;y7gRmH~>u5$4o zUpg*~(dSfO9FZFDwL_)igC>V7OUaj&90e^`(#|~Bt(LZnFFLF@S*PUgC)FL3E9AH2 z`>#=Ms}_AOU$pOseMEYNpY7NDRQvDTY=JATch-h*PP7O}7Mk;K_j(V8TaHsD?LU90 z6Vo~OZ_}yKCb%KBmBqc z1=l*0E~c2Tvp?TrDii_tSyC1XGEunmF>h~)pO${4-j;$=TN?Nc%A~^Zy=)T{0K>11zn7^P9K3 z`Tq8JvxDcBQ*?Uy;TO+#RyCOm+GxcZ2R2&ePN|ycx>SiJJ1CPmwaA-2=DKLToAKcV zx(yGXih22%hJK#a-`hHIM)mx}JxAIFvy!Gv{b5&}`&}ycV2`@C@~VmFznTW_JEX2P zuk+dm_r-5azU@(a?kV-quC+bahVAV9@{Js}!6)<EsyuQJ}x-_bJrq;eMza))w1-L&rResPfu8QQ>^d5 z=F}akVQR{sFZ|!_b)+$8(;P`*iw_xJ|D4*sT0=rZyU1?sr0otI8F!P4D^`g1FFE$6 z$6fv58Mof=OFJBEw&#=!O8;jU+c$HU*hIar+gx0pBrnLnb>b_>%e-@oeC}?&|KY*@ zYd*)7UU@p*OTE&uV{K}d)cfNW+1V#{W!^EUUcP!we#QGklBE;(C7pO|X4j^wbMn8M zYwo1>=GcqhxHX*jI~D)xly35j;|%n8_~h`z!?n{NRxJ$W><$_@S{lW z8|t#NMK?z+@y?tWvgP(_-^UeIKQ^so-1choK8H`@mH&LsAFZ_4BWEfvsm>AO8~glDmF!0+YtBBkY&5 z+XMW(_8dLY+u0N1bZANFdwE&Iq*@;SMZ%jSPHB{0iK$e0&Hq!mp!dm4=}@EIJ8z^< zU1*+{aAb+hERWhikDZs5KD)c#>S1x|KVkaVyIM1LZ+4QH#r28~`IGCp8dI4WV$8o? zDgX6t%}@QCXW7^A#@F0mb;tJNwd+|24Nok%t*urWcPp;!jd1YpM;Z$m^K{vjnOA*V z%gX*ay>Zq4<^Nm`t^GT@!`ni3Q*Ot!jBQurw5#TP{f;f08?nH?B43??0nM#zeuA6<@ZW15w{`F`1{@Aki7fe~ZvDD1y-tHw2swE>{ZT}T< zF^n&vH>|sBZVdk$-z{A{zG=?ib7Ni`ssB7z7{==}Z|&MYQ)Seh&ZK4)_37kW`9T#5_YK8_u6;lMJM#PUM}LwwdKx~>nY5|ugO7OE`5_4(?`}yxn{}|h@w-sF58lP#AAh6dX`E#!B zRfkJgv3te=(jJ447Ep7Uq^70DEv*~Yeut#muIcLkYkU*xFuZsOAoX5oBSW=_tV zI%DhMD?!K9T@&w>9hC`9Q1$uPy3IsuJA1FlgG;s25$<}_m81ISZt}?DqEUvY4 ze70XfIrgBFKKDfDyAx;5vN^ENV~6BkM!vJTxwme$K9P{H4obZJ`RDhJ2E%l3hv#;$ z9w}GyoC(lh&v7LA=E}yt^ItcvotpAxgYk01XOjcI?P7eu{NvNitEaMKeyV9JJ1z<@ zXj$FE%UfgJ6W?ZD$NSr=*_c5s=F|$2WBWK*b5`BZKjdM@^zvRm=dpT^0{uH( zN{m;VEgD-iwO^zh{(E>%iEaPp6N~3?>8zGL@lo=pPQ~F1AG&r*JGd;bGy5kT@Z7PE z<-N(jpEfC>R_%oj3sh{%PVc+dmbQ)ezecXT;(yQe)^aP58Ra@U7m0mxpJc zNz69+b}(qhFYEd3?Lr}^%r<5`?kLIFuivy(`{@kdr85@lS*-o=SlhWoLe9Hc!2bzn ztCiH`1LBKr*oW57h`u>Va(n#zWX8u$=5-%Wt?pRBo$B^iMqgwv!<674In$hK-xK2Z zY#9z{emU~8xbh0qKP`cbu$Q{RrTW|j(|bNk-Ai52^4MbPQ|7W~8(nYcZJBW{aiNan z`p5qqInQi%PhW9+uPXoad21&vx99Nqr^6I`VqN3vbGKh)*|JB;wO_mLovQ1g`S(j! zNPz3H%$FY*gz?yPPg$$6aNBLM4)e*3MG2y`iezBhca)s%#YEr62ALstGJTSLQw_-wCt>j<+c~^{7 zrQ`nONejt^AGq*)(H-yH3c(9mk3@wU8eT6@(SCc{D|zu((+OweW9Q2kv$;POx3+jD zGf~`xAzm}#WxKfAt`{M@W+^sF=!7x^dYucqvfOR2_0F)QV?3wVa6UA?XK*;?OK;1b z*G-3~yjUz|U*);(%$1vs#~mYm9PZrYc(r*`7O@^*sw*kB zV_x#?Pm2#fE?IoudZ*}Du6&K3y`FoIm#=J8km9L#$=LXc^~7vWr603@rz}*_3Aym% z#1r+_gD!E)53G0+@_p9cwy1mSS~!K)wtsteJL<6f^qK=K?@M^urkLE|cso(-*0-&b zW_0Q$iJP`7W}gukvMf+RkYt3^-ItF_)<=8IBv1jDp zP8F>>n-zU1(a-@}$WuJ#hi|A9KjH|{X)135=HMT5KGTv_=n{oP^*M|L!5B9%O6P9Ys z_g39_&-Y@4{Eq;c)6)f{?oSh7>%U!WE*I$iH{h(;wJ+zV);yTDuk%Xhn^^r6_jNl( zTv@M&s%fd#iJd$4L1F4b=5x6b^$MF896r(?rX73oP;FxUvF-yI-G)a*mNp!{!vB-y zV3SH{%~Z~<35RqSe$sNRseD?skUhs%a2Jp89Q_sA_a^eY{cvi|d!M*mbEiH_LB{jS z81GrPCF6T~X4}bp;~o;jCg2ngvV#IEPkewe9Z;Si%`GI_20X~Tu4jRmehYL~Mdd83&xvA}1c z-j4*mtNf=|OD7b4Ol=7>n({I-q$SY&R5$vp|(e+Jp!`Y8dV%oHC#-W+(Pw}l;#~wNBa)SKP z0}O}X|KSu`QDgqnD}UoEHl>;KpK1rKE?c_h7SByvFR5wf$+k&T&C2s)j;@P#UZ>6V z$NP}z;=hga0y@rojyTl1sKY}`-bltoeC1{qi$zvbS1(v_`hr0$+kHdX@Aq{tJ@Po1 zvXG~_sDWEtc2i85j=#$fRyDPCCx7kVTrIw4)BOt@UM@MagpI3h6{B|||nM{kt zRpGD@Yx`fz4;&F|-|Ocj5_|7lbBD(j`8j-jZwro`VzFQ=DVTG5gMOuilzdd{+w*t0 z9{teTlr#1Ewr|`eY`>Ftx7IhVGsG!@(+VcvN_ef5pX3*UrP zoJ{LW`o8eq*q?QfyH_{I;Z#cdm+Iani#YXJn2c}fPd~h_x8dUho8)}e`K+Wc8_CI6OAj&z*e8dWXh>SVjV)S>?K2R6w#!}zoNg^xBW zm-?D$hcamQX!~d>h`(EI*)d1y-|de(YHdGlu4BDXaJA@l(Eh}pH>$jU1>E_1&(>?i zbaXxap0>)uCHu$z?mU0bbE}r@X0$%+_V1rluPf)?t*`snANjRs`sGV8QOnN$T(*c$ zcD?YcWvP|2M(5KmTv)l+RHtq7l`@kfx|5YoZ5Fa|7n*!!t{4-e>es0bET4PVOmLc} z7i^jB$*NR+iG5K=%wqvYUD6 znNdpev|kELovNEBWk#93`tr#!ZBv!9=ge%$o6qxJ7Ek)X;(76NW?#$$r?8eH5x?t- zHtTK`pYM65tDs+}bG7Tqk%X8fm!r4yJ8=I!_$T`1>XVmD?I(rpURWt|^lK;Ar2DFt z?;jj>?%QxCdex<<#-uN%uPh?&ER@}6F*#u4+ga}UK}H>3_RJ+odAE+fN>xpMb6KPO zftka$U!9xUp3Y+0dbmh<3KLJ#(+v{Ff|XXu1=_dr_yo&Yo2BkwNxXWwF=Eq_Gu*S+ zGW9Ya3C!~|(w5-JSooD~p@4AP!*wS(Ehd~hvi{5GyMK?Yf3m12Z^`)*vB@XrEBxu_ zxzzKZXRVxbisORY)m#qIU(a)kc`@(pklFwDj8*imc^u1(W~XPI7iH9`WmK^H>wDUI z^Rt@|DJn`Sv)lh+Jd)N zteo5&9D0v=XZPiUq3w2Idyc+iZ*YGdbNuj)R(>bn+Z(DYLbK+Utm=8PL;ZTv^hXn! zj;NLfY?`*J*YjQ3@!MiN31^?OJ!+e5BPsBG@sX@RnWr&73feNFtIjNOxP9qMuxU*5 zDvebUc2Q5&r-*GUDN&d%HSg$&!!s+wHeFXeEfe9!&X_r4!+Cj`CWjs3f0EaKT3Q^q zH^tF?dO%Ey(XA`OM?UZH={$El#O+3A?UQrUCoL9xa{my+3+L~4asKOO1ZDeOJ0Y-i z=VhgNvo9uAbN`ko4YHSKpSRGrc*%lq|JL;@w%K{IaP_}<@LJ$T)s&5MMQuenCJqF!?Mj>on?nSJF~Pkj0#;z}&f@1uJixGLj+9deM| zTIBIp`oVz>BBrlnUb%SfWoqNT5U_O3FK^XlKbnm1{Nu4*aCmuK$C^Sx&g1sC7heu+ z+T#`cX))i5_Y+ezBY$7zNUBWV_Euu*yr_>~lsF#w<;h1WxbIqJJeNJOZZrLs_Rg5!si9x-MApqsUTMC5;lJM>l-_Oj z;~wAa5B^|FIgW}Gz9SC=%BT5_V! z@%ER5o%$jpU%v$8_RYN*rKDKm*xRu2{;7E%j%;zBYcJbv|5hRG5?9`-(936ys}*+z z-Pm9KLces+bM}*`(tZ}UF?=X5`Du7RR6*)D-*e8}8w<|fJ><^fwoBW_S?XTz5~aUy z`jw}2RR3V~zLIQkUm@5#|Ib_n`-#79Hk2O`znAyEE%0s1 z!_A%%;&xvp`&ChWsnWsX%E+ZN1sDRjDj#6?BkUOaxG zx7m$N=k+J>@;W847G>u2if*3&`{%t6UYWxAo~zpOc@164Paf4+qINy%v(5bNvyIm~ z+HcbCG)dx&4?GcGW%x3Z?dkJ{m;FV2dM9LEN=#VZ-g&XOd3SoiiB*0Rcdx7RO||Un z=I%S)A;0YKB=zn+&Bqd_P2er)R*B-eEy{QE-oAZ>JD({ZQT^t!n0J2v>U6wdsa(jTYkvK7Er+a$$RgcDE%Ada{=9X{f+h<-Z#GSc`SIO<@{1!K-OWm8 z$}@TH+@5#oqW9iI%sLZJoAKr?wJTZJ6Rvr7#>w}qoK#-SJF@?FfT8s|-})$b->)H> z`zxD|UYL3DqjvevQ>lD;md=w6CLCPevi1KLKPKgkeHZ5%AJ}vFxdYD)ca8fgy63Ox zeK-2s<6z%-%j%y{`?{N{4n{P@cQi2?{`$fCN$1=V?~t5n8Qs6)edO8K z@Z_wVb@oG7Na!sc(~1D&bNjYF^NDj}ob+bye zUpwa=*>LpkOHY}H;cK>(M)lMYHWAW;BCW^^@7DI7BkI%dp8&#T|6_e-j=18p);v9 z=ccmy{g0atd}q)!31tq+)@gD+SnG7|hLFuxw$rm}_Qll*G#&o!UFX=fY+-uUnzAyr z=~H+Q*?&*jaZ8Y^`p08Aw#1yCU(7d7Cw}_nsP6w|#)7MYAN>v-3-tVLWZ<1@T(y3F z(67&Ig84reP1@dB**Qy#QzHLMLqnlm!QP^X2;Dkmrs|El*VkRV9``eP?#sj0rA=$p zJpRqNk-Pt@#}u{#<*(6aB%|VL_Qa&A8mH} zvE#P=5=_Xo$MwdYGUe`d}iX4e5;(B7q3iNK9f1&o;Gu&e6{bhcGg>;maj3q zE2Lw$BtQGzx(BNYx7i*t-x+Z3-LH$YFFtbNI6B2qF563Rt!iF@Xd~O{r=DdG!nkvf z^z1m7GV9X3MH@7mW-u78Y!G(T?AiL&Kh*sV`{X2*y<&O#g*RR%JW2Qv{UJ-u^2zx` z(Lb!G`nj5-BjN?@)w6BSSxn9gO}Y1DcFcjm%W=yJR{y_k?0L^``iGC*o(qDvN;`d? zBgheRei^Tuj^2k4ELX3sH`*bijw{LB9vm56$-nJ%EN{MPIVq$P(vkNu z|83SxPOlfIgoT{c{_j?-n!EH1%Zm3>=kD$n(SA7BTy*8#Z(4qHDve&V-#e2(;n}nh(OHLsWzJds=sLgf(_XQ$}m$A*7ukkeE*WRjA8d(Nby-t(P zr>}}I%UR3(W?%cRlgB+eAHEgIwtBy@XP?lNvobouAAY8nUv}j`VE7|+UB*?F+R0%~ zlZv08>v*G)v!i&&$#s|cBToE|sh=%-aaCeg!SAoi?4?l`f8OF0PkicjMKh`NUVGZ> zmA=ve+aIZhbstbV{8q{myfl2n$?W;tZhxzf z*>TEt*`tZFR}HomW>@|^F!RLW)~TPj{Qh}y-f6Q}tFt>5%^oiLe}Lgo-L04xrU=&JEn%9c*_e_LRsvUH1|{)U+@R^1M~T=&?Q9l70W@!*h*%8%85 z(~^yLG2UQ5%C&ECWR)yi|Aw4HouavyIIe8#`hz=fvrK zTd}hIYVQxQ2d`T3z_*ox?i}C9X@eX#G}dR zn_TK(&@~obOtIt$I`$Sai4%CS**e@Xg~auD;Ey zytCkyrB#9BT#HLv4HYTNpXV8lcc#wGYjD~A;;r-4Wt}27Tqg5b zZCDVfx7jMK===7fj)oQO)e9IehhGf;Kk4hneAU7%nN_zx-q`x*BGYlhY|pyqj+g(n z?(SSD>7%jX->=LAsn#v0HJ1Kyl3}0o%(`4j$|A?c;otnaJBw3x#pzt_T$jXgw);k6NVI&DnDkMf+0qc;r@_3tX3cUiDBmnf3IMLsFYUcS!`) z-(2^*a3R0gBo0xxSw5T3K6qi7aj#`bK`P&kZ4-^06eezCpSj*`>*nVS&)VgZG_eUMPxcmHSCIRld&pv))ak>(*soCXdpSP~)%AiFT9tg}& zepF6=u!KGeGF9{3w@PRKjbp*QhBVnP;SM$#KK?f z%GQdl4{YSpU$f-?zIY@_b0twpo2X18B zJ-i-N+Bd&_XWVbI3p2ZK2=$!O2mXIjcUZtn1FOkiGLztazh`#KgVI z%-Z)fCp|w~_`T*>g_-)X8k?TIN%tq5Zk*2aFNAdxca>e6_4Rs5yZe8G7PWKbm#*;? z@;Q8Wo&U?IeJ>^-@n^L9IOq3fSEfa#zjyI8B{#5zh?`1P&pz;>MQ&&CmCDSiumA5- z_*;;>K;c4BO~)G{j!*gD-|BC5TWodnssDVPZz~Q@muY-yFZv`PHS5$m=AKZ0y%MM0 zPH{XRuI7aNIwrqNu+S)a>e-x!{14(E>xJ2xa=-W4f9C7^_*w3+RMVRTu7%#6abco* z)}|`0y347Z87JP}bc?^h`KL7S@}ft7dN*g~JboFsj2Lg^FaM-_EdO7u)OsYo_`dePrudWjGj7+tpSv!3 zWr&kcv*}J=uhTo!*Q(@CQ(&muCuZh5?>w7gbz}3fggu2hMoT!#27^?BOW)!Am3 z$`*R02E1YQD@xm+?q(e6!1OA@@1d&#oScd>~j*yn3!s*}dF%95ZiS z@-SIF;qgn|C7kS=gWjGN_&sS>;f%1DMHVKVo1X2k;pg{RbUuFFh5Pv`$xbeQRmm^7 za<#l|Kfa82DQ1*rTe*}WZ(q#!r6x-9_kAS(Nd;X#DJOd&ZqfHCXXSN|y|6raF^Y47 zvlHXCwUvh=9#s3X-+ljt#pljpk>&n-*~1lRuDsICBX&z+g8;*-c}X#a`VX%KJ&+a2_;p0Q zl(Tt(m$X8L->Z!I9N#!{4<0gQ+M(cT?%f!*gexM>x_&?7N7hvUv{OZ%jPzOrveelpx*OS-MOg1L;zcXjL?&(-G_yh*Bm zvQs4Zylh8Q#yUHPIbH!XPPx95vYHcK?<>+?^y0*%yv{$1^QH)X`B~v?6Y{Hb#_e;t zEHNxMIz+aI->NyqD5zJi>N6wo$@<$f8#Wl;Z{BHXx-tKYZ`&aiZL`|x+T0BXOn74> zbvoRv<-EIEL)+a7?vx)|d~!jA>Zyw7n+w#cMOM7NzkF*^!Q*|BhWmL|@n6na%Mjst z{n4>A=ax)8CL6ub@?3sHLNN1^eK#|HevUS<^$>~KWcKJ_MN0CC$Bki|9`HI_*{-+P z9aBD0OvTk+M9@lmPD0h%UHj6nJ>386rr)#4mtAD$c1%>iKE2}S6V*9x(+nqE z&X+iOde7Oi+e**3D!rV)FsDW$W$FRVxYMi6p8gGcVCJ)^u;9ya8ykt2Gp_t-HGLmh zZV}EQaMdhzqh#5leba7imA7x0cvL^{vxtc&t6lq%iM|sjc&|dIlXd7SshIi3791D#j`u7A+dtBQjU1J($y1>iO~QTcjL5Jrp;6{NTFYO}$C#bI#v=a(>gNjXGRe&(D6J|3k+t z{na`iWB!%RZSx;=noiex;WqpA{h54cEOWIQ%BRN~PN;ZUDC3>Nm0XnZK}LG!k?8)@ zFN!tKt30(+eX^!~HTwz6&RCh%uS9!otv#2ESTWy_O83$WnV$T3LiSKg*|ezx#SiXC2G5jCu1dWhK7N%gM1>n7r`t-&U!@Z=M(D+pW&ocu!od z{r{V}Z=8*cvqLo-ZfJgDXyxf{;b%_an>g!3=ymgb@6KtzXjaSASN2P|y7G*~NA(lw zV!_>a((Ya5`faAr`p|QWglgLSy!pM~)`{x7Kd;wFepvr+Q~Zy9hFMK}S+D#0^Eph= zJ{ME*BX5mI`h$v27Wx0$78#$OoLeXSCCP7Ee6OtlPhN=Fo}%CPI*hMh_3oIytatTZ zCfyC`{ZpJQcKEK?{!xkfrvA*IaXD)=YSNz;tPWDCvQLwEBgxU?bFd}nr}P~y{`W@L zj|n7jFH_tSl6uheR$zTD(^bhhIp#YH&WH-=8?`O?Tot`feDn9`Rhn#}W-DZpbTWLD z?DQ&M6szhhZoYZf(7Q(I{jq5ewr7_LPhgUA|Mb3(&;3v5R*jA-i;Gr2(^F$#9Oq*- z>&!`Fp7*>%co%Lx{0}Z4 zJ13gG{(G$L$hAkU9?Ly0pQv(q+Mc=ZhtcokRZp{0-%V9M8OEY>z|}(U!QmHbuAz5( zlq9@gTj#yrVfbV6?B!YJGlDLtOf+S_*V%k!hKBAX;q4c;t_#`|l;7*5!6hbGqH(?H z_^Nx+p=bKEwVvl^YV3H@H1|S9@8npSo&PWXObYYswCPgXoAdI!$%%7CH`>lx_IQ-c zd+6Sz+!p=f+U#p?uG^REy%T=Kb08&q@4>U`db{M zX)9oqc-^e3Ve@oZmYh7U2Je|$-nZ>ubaq1uhq9eRjI!ln4lTZY=@0pye%#y;a>nxe z)LDX0B3&O!zlphT7Ay2(Q?5h9fANgBZl3M4lV|6C|6O-{O^SUy`(Dx7dwt@6-)vGc z^^DyyHF2@L$#u)8zuaZtgm>1*rmhHE|k=&sjSoGo7LfTP$3g4KK>_-CEDK@PGmD?nNKx zcc%TVO}5%nF#pDHR-qLyzOD*67^wXI(bp`dx6*UY8O$`wUH$v?_eGHrC;LL>B2^DD zFMIb#VY_$+-`!TnHvI?kpZfl3ruV1Bw|E7Viu~}Dc`VLz;NxW9-lA(;ZJt`3HT(2% z=i={OFL^&Mbu5XrTKJ_v6k$=`bfQmViusYH`*+WhUnqGg(QjGm%HBnj?zL|IzQ4it z&rJVG9B=pkJ$~Mq1=&$_!eSS0-NTY_5OW)AVrRY`JZ!Yd^A-MY9F%U|M(K%i(+P{+-e5 z)-lmMX#PKJtD)tYpW7#uv>l2lk!+d!d*zMAhOQUG(^@sIT#U_dX!Cx!@m$?SYu$4? zM;q1d@!wc1^(Opf?lS|Q{*(Wwz5n|E)uu$QGHJQJQhoC}o6_So->>Ll4gH_;efw^y zxWAcy_@1l$KkWW7Q`Np#r-66Boen?{+D3SHVq|`nZnVX`y;-HEk6Ju2*y3S_Lgz zpZagXqV;>*O!J@Klzzm={NmL+Z?nt#t^EpTJ`?h#==W97*SocVj^7cJAhTz#T>QT)bOdu@w#dBO@W z-+ZF8!OD_cEa~WRd3AmOSZ?mT}$6{o9(%G-v7WP z>$2kw%KaiMzTR$$%(=`kCEx8$Z0>_~20M=PHMsswD0=8N!JKE}dyaXF#qS(_ckI+e zjh$-eHvKJaopVv5*|u_)_7u&f9~N5vpE<=l=)S014Ex#AUdFjsTA6pnU$gn>z}D(2 z?rdoY8G3$t9WX{d1=QiI@m)#b5abfBCb)s`7b6;s# zY_x&#wVO_5VAspke^+12pKD%oe435!i&_JQ{h{@LWv2MBNc=i<|F*93k_)TSRbL7C zx;%_)TmFvuX5++Z*)uO6eR^X_VYQG(PE(e9Ro~0yTaO(tT)gFu{&aV9i|Y}b4?myJ zs&6^FFW?R5A+7XGKZ)4%uZA`v5^w)~RE)4OP55KAM8#7h=iefoq+{jTyopLy$<`&>2{Pawi_Pp|d-1lSq?)k7Td;8NJ#Y_I1>U)5VB^5e(_rNi=2ho6op-p{ zKkw}IlYjMhC@PkGob>0{G0qL|i^X@_1nuBA6j^v;ZRfK4Ni#(swDYsX*OZD{UBU9W8Qmtn_F&5D<4(9Q? zU;aYGF>H#mi;tJy=c@hhq-)oBugtr>pKCA2(|u-I?(8|OfvpER9-eDDvHON^lict7 z?ru#>yF^4}w=Z15Hcvs#-?OmDaMLfnRi?kL>=DW2w_e$(c=4s!^@NJ)yTsI<)@<2a zy`W=r$;txDTZ|ia&6vP)XuJHZeI*7PFI3M{ynRbea0a`=<}mJK%D zzq5gLzhPn1sqBZ_$}aqHZ?W#NSggMzoS&)S)uvwIgj>=__v{FHWcx+;+Z4Vzre~Oq zd!0)^C~e7Ga6qnvyD>MHm*06y&4-Ee3knX*-Zd-oiK?iAFUwzV=F+$AMyZ9nHN%6i z^F}#4cx(LB`V_y<^jq!6Mcb~b3K-bCKbgc)6eTn1O2Bo?Phy{!%j{*CBVyI75GL`D z$7|ya{yj%nL$2?+w8t=PWz+idN7oMC`K9bovACF}*z84y%$_CrNjy!SjPux5x82)z zUxH_EQiI_YpBbh-Z|*z^o!X(CzC5Dy_9V^V9`2jV@6-m(P~0mWHG9_?#Thp83d%Od zb3Q+Ne)E#chO;~WI&wWMuC#v4zK7rZz!a@JB^^wEzSMn7yqDQ0FXY87sQCYw**3vv zPnd7blsX>Q!yW6H{wH4U^8aTl_EXn!oS2um!0~gR|AN_kXC(d}SXvQT)Ayo4WBsjX zG5QI&R)$Why4Y8j`#YwhQ58d{adfb?}PhqI4b_t&pm%@`y)R;+1+dR zPswmA`N8il!Ir9BFW-Ee^;VLFyG8vG{i7k@I)1+j+S{BmgLm_CuIeiBhTpUAl*Gv; z^IDgLU3wk9{lS<26>E2Ic>ccgRg=5kiNNi!-Uvfrz8rPVLDmmz#g59W1sP2Tj! zt%py4bs(#!n85UjImb^-oZXaOzgKE`+9H_`x%*l|V_uh*E?F^AwvQ(wb8^qSps&Xd z>@4`1d^yX-Bzgzxw*Nn%$9*2!3RrX)i^%6#>&lS zKlA(Wm>Ie{TzK`` z`Jh$$nX#WY#uBBHlaVrXW z*_{37P=EL)D`R$6?So?VI}Ww=-ZA*{eTDFfsE~IyU8ma%`=jDtis&)inzxVlwp43% z*u8t^=gz%3#1wMx)|yl6XKg$2ujsvv!QCjygp3yEqDsdpz9N4Zp8H&@`Ml_Pp=EG( zCFAu^&yG00Vb`y#;|^xt$NpA?CCI*a#)j~T-9@{KmZ%8sJ+)A{=HzTo)gx0crO%qR ztJL)W^B_x^2cKod9m-l_+#;`kNWNF$UFdUMexBr`$nWZPed$3msrHFCwRk39?wUN~ z4@*#!-2Vdh(`R-lzM8AGJhR`>WT$BtCy3gM+Y6}F#W zT*kfkuH^|qfrilKJj=e=FY{(IvD7js?G%)=S^F$qvu1N?_T|m8dlniCH*0X;oTTPF z>*2p`-cx?q+%j1GF@s5yYf|afk5b=`2W&kb{lxQK-0$?of4q3&O&864^W8|&e@(Pk z?z9tg^ovR#Z=BH(u~k7%Yhw~%XuX~tv`GfJ(^|0w~K1L*u@%Y+q2Q;af?c3MC;3wi!4?YrWzkOlho+tT@t1#zB+ai z6|2_Y?Se(Lc|JlyBy$+__t5Umq`F@X=?!WwY9wV1!g}eAQ?05Gk zyt@5I>kxOhTjvf>U#1lv;ZqpR^8_bz)hccem+!q3>76L=mUbt+`&Y`duWGA*Oqpk) zy>^2@bk_rRw|Az7#x|F$Z_lW03!bWZmcet)={^6Bg+Gtn`r$*N*^-9SZZEvUvuoKr zx7a;Udc0}nRoi}XkL)D2XZI4`M_lR?{E@RxrpRW$YX5nb0;UJcx)*S1e&5H^B9sut z6ViM!C8YMmZyoCmd6E{U3s>HXve;t%_NskUp@d7_KJTh!9<$fqn&V*0wELo z`iour?pG-Cfoyl)Y((bylbr}ln4x3)1URun#%`zu5zl0@yUc-XJ?GGOs zbIsvyjXOG1TlVCv^>(FYO(zcP-n5jDe;`|V+djDVznSTW(gN#~D`ylN-u!+sF8RE} z5h?Ch%^M|ECfuH(_|@|F7m>AYiHoNmz2(~ec3Zs9MTT>&w|+cKWSwnWxVij5_Nl9_ zx0O{^9bzxvuE75BrKM`%?tW#idoOC6Zp4MhmEKL%u6z1q%KFL{$A`Pt{4v`3ws4+r z#^m%9%vUguOy1hqwOvYmyS!?>%}Qx*qp%cC?>3&gu04}V9xr*ia*^n}S=Uso|2l1$ zT3q}={l{;!YsbqcZqiF=OuBxGW7ku@FT0}NdKafSziBA#m%dge-L-M1f z3(qOWK08?*mGk(3*M+<1+pnrfR++krszonSo;US@m)qXT^X?+v+1%f+wJD^THDn&0 zYcPv@d-OIPPhG1!?{}u~&wsnjd$D5Nc~5!Wmk%R$z4y8C_4&*@bI%p^YRYerJ1Twj zZb*r#zUP%0%P%faIOX(qu3O6)n-+zRm0am||8{+6ikuewwoiy})~-Ll&KGDE*It+> z60>IZ#M^V*EPrHieRSkG{N<^T#KyC6o$D)`N)+bZn^b&!i6&>JPku=A58;?;Y)^7F zcD~f$E%wQIy<_X&`u)q-HSjU{W&AWd9Qd)d@X*Ka^=qU;!d`c*S#aBRzJYx5VxHIw z=QdwGIc0+39eI~Eu4+lm$_-0DrmW)FZEg|p?Q&7Z6R|>f-TotG7VpDR1Nv$DFD zFX7w&Z1yGHw5F2>y?5>0otVtmdSP+=tI6|R9Wt)_aL47&k=SgWysS_4UEciXVLv`i z=#%_n67rQtFaOvs6ZymIXKO$5SJf7pB4hZ;f|qyMvh2Cuf#=ift!1|>9i5(Uf536w zn>U9WK8DB1g$K<&-Z^{ayxv*d3G4XG7Kh}_(2bGpyzXQRvW zP5XvG%S_?7$Q_{SqccWjl=*uOwWgHC4FUT1_dFyF=(e&lU z$DC8r?|z85`s=jXDeM0^9Z#xPPYXE8>APL&^Msk%+h!iouV??`S9Zv~+;4KHar0Ka z`RTFY5;L0GmRf(R*q(ngm+7%z(8BEjleI&F)-8`eb=D!u#xnbjPg`hr^Dh<^A+yex zR$1b;@!HRBzdg4m$H4sK?S0NyQX8h<(oZ`0TXg;RPgYsS{(teB{AQMhMwx+m{e7NG z4Dz33x4>s>z_`c>4B6y)9?zPz`+#5BP|SEvJ`ui`Fgtx!A@wuWXLpvh$nJd`Gd7#9C=L$`@^#>gdvSC1tI&iqi?1Y_ zPC49Ut7>#*^39i%w{BY}tQn}=`AxLI;;YsxJ=XP;tIvcNz6f^rSgq936?0gBPt)9^ z@}+lv2ukn!wu(L7zWKnhuQL`eyyLw$cY#Ub1FgIRwyQ7q-7BqK_wshl^KO0a3kSaa z2!GJkf1&pr*MlTG-|24`9`m>{Eo$fXQ*ZsgUdhb%&A#%y>V?B`-GCs?MbA5PuJ3Q{ z`X<(<%N9N1+mGWD*)lIWaxE9pjQx0;pYfKa+~o9gku86}F-?oDOU}A=f4{+Ai>kHP z&dffwZ|b83Jonx zE8Jwx8`N<5mgwO>A>IXv6_0;)Bp;6Px==2;s$0&O!%9J|D>Sz8L(0`H${a`SCTzI+ zNhgSXkb+n&DO4Bvs-zhU~u2lBZPF|VLPJcHz%I#hFU}}J; z$0UxFE9dPRdUvO+Y*N>+X%jp?yZks`IOpO^FErK$ab23UYNr`H`aER*rG zkhq>4AogN=Vv*T~6U~fn6F2dq# znngX_cjLU88Ot^i%VU#OG=BaleUunf5s?1p(A_;w8xLii?hMdhc>MatJrxZ{S$!CK zcVBs@`!oO7M}5OR2J@LdA9#EEz41T0+z+3=)SGwg(YhyQ8~G=kJ?tvu%D$(Ohi;@D z4!JZ*zQXTn%e1dAf~Iefs$O+MYun|x+4HRXOT<%slo+1 z8!${s@(SO!O8xVb;`#EEuF9N`dMYL)A8(LZkx-yN!7CwVvpILr|5pVGUDcT%80}tH{`Cjb#b`lf6#73t6YzF5AC2Bz%{>}~$a7u{X>AdFF6QSox%%NBO z8bVFFHt9Y*S@Y*c?Y-L``MdADUViX{QFe0wr_|L<%U^M+|4=!*Sf}P~rRtQ1IS&~; zD*W#rGtDXFmDIU5rM^N`dF7P$I?9iCP=PI z?4G}HetY@H^e3H0Aug8_-NzmU!vS+i9A)!F=mUvKsK+vF*)x}>+j%ps{t zrYY_sl0;d#oPu{kqQg-fn^2ydAtgPi%ju3H(%P ze!_91QMjtmX@{BkOEGoU{ZG>swbL%Pa&DNJ%k%QJ!3PCBdxmFEx5<6nE3=5V)+#o) zOC(^$bEj)l&MYb6ZO!U$kN?{r;`McTty9HW5wzDLh+4JpZHq2BPOf4>&!mNcdFz_+?`9I!5^|N6_wJs=t<4El24XDd7dy?eIKJjj@|kI;c2(;?Te0OV>-Kd^ z_gpM_@p0{Qrj#(%^?p1d_he?i@C|sx$hh!WhU-ct4Q{;$Rm*2@^PW6ck?)as=$bp~ zlKXwLtPG-#G1pu<>%Dq@LeeC!wSPT~7gg}jNeg?fxgb5FVX?r^&gV+5o4?FCH0#Yz zb3QrYsU<$Y*Ob(^F(_Pk^! z?Ht!d& z_3ATQl8(!mM$9R5lut0#=vUpG!t}65bI#^P(|3kQywqk*-ykqgMp^LQgA?C>%URu# zNq+LrZ$q)iIr~=!GOnsB70lnaeCL63iGVYr{+wQCLvnf_u`J|sSRmSbnU zxN7&j3)&)!9{C>0xzx5bsrhyJp}yIN+CJ>)ijKOPuqLtLO62 zy45saan7z!`xNRITxU7*?x~pR@~sJ7fi6r-m$QUlZWBM_-fEWk$FxR^srB2}Wpk@r zG}hMiO$lU8*~PKM(5>-6$vf@zq|~e*c6tqy%5Qvqr(NQ&&nh|hQ1Qj16)8SUSF-m` zd?YjDPigCpoCm(SWqHTcgwvOXDu=h8pY>kaR{Z5Ahu1USa!z#r63^Pa{@$aNC-Nsn zmk7^$9x&s<6_-?o@))sp<<30M{;l!%PqE1^U~YKQXzV&!qrQI4yM3zDde(T0-HDrT zbMaP>qpbdh9_K|8=WVt2s`YF<{eGU`*`)`~zRlg^zU==Anam^QeFvV27ixrWS+R|4 z{-=%8nUZQBP0gv*<&4RkojfsMmc%tvmBtI6Z#B+FFML;V>Q4H^!$IOna+gB>J(yGV z?ZWkyCSrHjT+m&*JYw>z0|yMYHaVK~Z2S}aBH$b68rlCR@2qiWVDH|&Chu0R?Ax%A zb@sB$zkR<|qWbvchtm%u@6?xhb+R5yS~}Cs`PwV%#d}^oywS3(cKXiZpJrzw&BF`7 zZx1(1zu+kQ$y-r>Rz`BK0=v!J;GX@$oqLowpFbIS z)k_)7Md8c=cQ1Q~vvuGx$lhPc9Ty(W!Ud0 zC$8B)H>j{sVfC9sz2{$4%=T4}n*KWf`r?IUZqw{a^kDH{qiUK zP+CVv&=b@rsf;z zH%@1rT(H(AG0&4;e2Y!U3+tH;TC<~wM&A&UHH|!``6zd$p>b)j=0oTo#*-! zu!U*PO#aN6$NL$(w6hmoI?cVd;r?>dk3~9M3EqZ|>lM=OsW-kDD^>N_xPZ-q-;;r^8we9KqQ5_p56}&r~lDPEn zxkPJ+!#kyCyxlANO7*Aka)Uhya^Y)cwNA4;aB^n5)8bE)Oa!&t3(uN{j}U4C6X$yn8NmE?q?6b-t=*8_Mr@=mP_*vZ!D-u zU)}k4ch=rdQx4Xr^*@=ythFOw;&O@k1G|l?9abi$`WNs2-B-pjD=YDPgs{4`X?sz{ zLeWLuCC8aVuHNg&EKc5e;E(4*zx=O1ceJzI{qbE@y4~*hw4#&Ob8ELRx{;#xXHUg_ zW95&Vj;CI=ef;h5R*Tmn)mk-&SB5I+n>njD&8hnq7&t%Ic6EG=rp>?2 z)Shi;DI9pVr>}}7Blgzv-1$0t&M{s6(UKe_8L}~DnL@F~%31%`{(JZJt90n$M{Lj1 zYBD~T$8DWZcJ0TPOPAOr?W9`TCoEokXr)H4=qE=GeVwI7pUNw(a;A%_Em)L4dBaCO z$DQ{t8WlPpt@%AmGI>i)>d|BJTY2^zkak+KzW$u~lXBUaT$v6_# z&tf5Y|ulX9(&$XVl*|6^FZhsM5EpG2?ktZJJTR-4F7x8+saMg!R)(0092Q(F` zO8W4Y_i_D)~SqZ+FSSpS1$bAkZgTVFMXZ^gVLVt*PX$au17d|oVqONAL4Lt z`@C7Vwi~d?MlatiHs}1Sq<*o_R;-NM;h#T^p^jcoP>nOxX*eUa$>ZRb?Xx6F9b^`_WY zC_GWYbC>d(EsAMtG%_St?tGfMh@Y8P!1n50A*JY^Dt?*VH?>8Y?EhnUb(i+F1s=Tp zVZm%;@d?)~PVN!E&R_C1R;6Dk%5BfQ%<4;)UA|X2o47AcyjZbYO3)$s5IqL9@O$hloef_-=2A9!8iGN;X=nlWz@ePH>gWvZG2K+cCGMQ@b?t{ zFL_`1-fUd@ssFFqt@>i4B|PKL2)_uJS5_`)lpyz-#HJ3Y~lUI`$uMnDyNF`jIM+vva;NEkAid zxII@}Dumx;?ZlfMR$TRga)qYP7ahqnSGc3*vZ9UiVTj9CMWuDO{_>@#n_|g#(3sCdaNB6>oap<5O|`WW(BJ*V13E z6_I!mH$}?l!dAw2Gv_C-5kB7PCFb^T>hVi^_N?!n*RQ?wt&92&opWc-KHoB7d3~{< z=QOkKXMbd;1TT7!zwfjA&xH@Z_t&~daJ<~Lq2!1DU#I*JstSBRiq_^E#jlX{`CM~& z)0q`vTm>;p?xeL$vaL|%yZ!dVmu;z&m~yY|{dul$w!W$oXN`ZpxUXF9tSVk@Sh&|F*O9Z?$onQ&8bv_?p>GGF&7!YKmfTdGEQEg;q_gIUGE$ z=yT-#(h}!zlm3?O=J@N8>Z)1pabbTvPT5OVo6P?>&ooXm_xpoVaaAg_P80FO@3?_JiOA$d@JWdiRZtgjrSa5(TPp>FlqZV5f+XgD`v8nZL?p{pL;>%=~cmxS&OA>Dw0%POi!jhyx3mq*{|BsRlIh^`Fby5x$JwnZY^W$f2$fAVEk53o%h=H`H3}^qDy@g7?UJ*94`3AN$}0x zaeUqW?^W6AUlqU43NtM0+dsYDPF$~@DP)x|d-GxGLY^9zV!qA!tE%ozzN-}#vG>#i zaib$Mr^W{O9QpBm{*B&x2A%c|VRPc0%2u)09-Kd$cT=^-mzMawvra@Dj5)Y2Ph&v}0bXDOIEm?<_^9Q|j1?o@7l(c#Qz`i;-l zd|CV8pXs4Ag=GorT&_R7&wr|NBg?VnvwKA{ zt~1*cXY79Q?F{?Om~b0~wB}t8<6@RJ?rw9;uwEmgygIzDWa|G{iNUWTBOAqKRkn4m zzVIgFc$oDyIYqUKr+tze4!3@u+U@b*>8)Lm*43){*FzWlVG7Z(Kk{JfQ{5Eto;*t#o`x9;E2&7+mFBJ1Aspq={m*}dcmt+5k&u%%eXzpp2 z=Wb%m9oOb=)1Ioy`Id41*F{I|G(CA|_=M%S+h$34czVdbx?tX4Ww5^NipT72%chxy z*e^Nh8^7SVXPcb(YPXgzN%4BS*6{>JDXuQ{=6y1)O3h>Wi<4#ZJmU32^sO)d<}aV7 z+$E;ihTgTu~N64E>yM(-_x?o#!oi@#CV-wI}Ky7I)8HxM<$p1>GwOcHeJQ zFZ^BoNi4cve&_Q4@^wmiU)4E|9kID+l+`4dt*Lt2`1h7D_P5za6APF^<9p8i_j*(j zB%ze^S9TkhuKuADVPg9>EM8P#%{W(L&<GXH;rSkA+L@dKZ`TLg0U*cW3_5G`Viq z$vgalZv}6S6VY|?pT6+T{|j>_Ih)T{%r3HC+neS!`_J;?X%*>7clpAzkKGHZIPNx4 zV*gTood>cvUO%6CI_{YNL{rYoa+|e1xfZc`RXp8j;3oF>DgUgipD)k&!4bPl?-y_F zd{5q_A0bN7W6ZrnP&|d8^3H zU(q?MaBoN0v(#&=6MGNW1{d}xIKP~6s`9o_oUX#{wNc8?m-Ab)teGCv!&V;i#`{t8 zZlT)6vZn3-Gej=-*G^iYswaAGm93+W|FzF&s;ouAdOXV3$u_WWn;QCf(`je_zFDi9 zuItFAKU!wK%?tM5C>@_88&D68kXNCw( z2-&p%_F-{hmwJmdO_^oC_Fg-;=H8_%Hxta}#_hc!pWJ@w&yQ>i<;0k_Q(m!$+o$g0 z=Fgh&Gp*Y>=idq58C7NFVj=O;>l<{N6Yl25CI=~{#9vG02xYUI`8jc()oC`t$ga}| zzUHiVoTw(or69xg`ri3aroM0APKqg?zq#P>k!fC^uRY>2iP^YwvtIG6Fm7G%hu4kY z25atW-g(-0SNawO51s2>I|2>6fBv{Q^WfUzUJs#n%hU`-Ztg#pf5S64OkI}wCI6mz z!k-Rq_Dq&tF-=*wq3hC_GrzA#A1Qwx{QAq`V-xN)CmZt5RQK~L{a`oq#)O4h`npf| z+CDewzUj-J_g%Sc_1EK>FZlN4Z_#h6;}7ysQPB=kVpkqvnR#C$X&>)|x7ykB zIW|abKf1%rXKQv^mt^9{z8c2=+T3j!rv9ck_=SY!PnBLZI^uoepWPLf-3rRzzvWIXyf=Hl zU77rd*=lQJiusW!wYM7V9W7UTO)@XI>fAlQV%q6-z2~Krwx@`%KRkU?%tAkfptySu zOE$3ys|B3AutMn5+E4eV?_XZ=N#plx!6`?Ut$Vm9f63|RIU&4kor)3rRAzjCv?s+q#Q)KRDNkOq_ZAzV*}@IcL7z*i?SoB=*_XZO4}v zU)dD9;j+;7vwRuBamxQcu8%QW{ZS~m_0im}vm#IVO>Z8(dd~jYkuBBTsk#l<7frul zwCCfjvfFDf$G%@Ov$|}XtJ?9`dLi37=3P7Cti9aB()n=@Z(v~O{zx}VzRV})>3 z`y?tgGMjZdL*k0iOL8kNz0)thx*(Y=c4z-)K^vYe!L#>iVQ26t9D7{USaRw zRb12jy=eA}i3dVeH}2cY@Xo1LaFKkQ_r>#-ZQL4ee}YV-8kQP<{A|5u!}0l<{mL^B z$Tnn0*Smk;art~>;JmbHm5N1Q)XzUW@4h``!FpTHXM1YDvN2~dv;WF^lDhL@WM0FM zWPi&yS3c|J?mD0!x8#!4>6&t@%f%@rKb1bHFg;KSsx90;r8a!tgXhKPs zHPULccE~=ary>*eDH{Ejo+7-oR z%;L8U4xGEcAxLn^zLisdKTW>ia;_%t74K}@z`OYy-Y&^}5T284di{^Nnp{g~zt!DMpm|iWzvC_JLHck`>k1UG1oQtVrhax z{+)-6i;q6;44gjs)3T(irY|n!eL2GaEjH)%elhh!H&m3{d-@M?9lqh_^?0GO=1rFS zJNUkpS-bv=j83uKc5^{f#f{~&I%FBIG@t&;GEcGN`i&VZ_d}$!Q=7iUxhZ~_yH&=H zS^M+x=Q1AKLR(aKas~ z8}~c1M89tBww&_cGWYRA7v|R)!t-Wi2_!o2c`F|=a zq|2gL+utg<-_AXo=V(y1G?+CtYEi?k1-gYs!n|#9T(J_L&jkdz<^BIQjdg{6WbFB( zNp5dWr8_RH`Xu-9NAARyhj()ickc`F$_P3a$vA(Vp7N_`v+JFk*_G?VOIlmzRW%tI zSNd;_uG)U=u&iyg3aeqrJpNaIcnnSC^^+IX>oIXu*_+Fhe{vG>y7Nc-luDt`rb6}&CfE?BqbZt~*Bu7u=N<~LuPrR6_ZFS>m}dc`S! zKGhuit77ZbH)^g}v|^KdDaq4-|=RK8X&*xoWT`!OrvisQe)@4l{iv{x}8NXgw`CMVW;FV{4xx!X< zKV<*oZaumJ*+T{r~P6kK8r4*-m=Zy#M%@f;(bn zf7Ck49^Z^Ma>&_OFTa0d+ue?w7qbp}_~qKFuk!Cd&^doLNA$WXi;25det+IyTIunl zWb%zjkwEWYt?0c6R+PCNFbZ)y6})$C;*#apM2nAlGyg4m)AgwM^Xjx7<^UoOwtnySp5Qqhsm!n3U+r%>)B9&n zSU~_qUkGNug)|GnrZ~ z7YbU?Z`Gfs9Orc7BsYJL>RIozA9E)kSKMkV+xOv(%YyPGQLUwnk%`}@&Fo~T<8i*B ztX#S&T*0g8I(wyPf9Wu2MIB9lmVF*X^@c^j+56GUj}s@GaMw&qU*gc7>Q#8>ucd3+ z`3_T!%O>@I(wDB=wN@+b!kcgRj>^qEF|&8el$Y#3F1tE(3Ni&)=QjVpGl}naV`)$6 zizN$PYI0_p`cy5GX>Zy1^?cjIrYUx>W*2#OPuuXcYdv>^QKI3WPoKX&ko@$N_s9?C ztTe0hPycR}V!H72(+WekSgDhn=bm2NZ17cFsmkxT`;i#KYOUEpHn9>(@64~3sPL@l zm~~m_Ze!mOS0~Xg?Mu54&RyK~PMC?Mw9$KxUA9ZQpvC?lpYvRnhor2YvT^Pc?}yW- zzvrFgJn3xDrkR@(=3h1oow3%l)Y7Ew-M^-Gq57N2pMZo1N~iKL6r#y-YhaPRuKrWPKq{xw`+&qWp zd1=oB>u>5dM+F*PjBMYp{2#O`!RSwu`^D3%_fOdM^i7hs#Y?uTNsF#$+|l=T z`mN1r|1CLB|9B+5bbDG?a_Z>@4`)M%*EgJx)ou4=RonaT$=kQmPeOTgQbX6&F5Ncw zoXV!8EXOB?O$+P~m|XPm{u7pbCRlkvLYRQ5G@tGx39ef^TRyKkDZYQg%O_W*f}@rh z&2VCyR3(|MvHa7P%iA{p-on?n=va(gaLBa}JIWqSSbxOtSX}U_f;&4Rf1h3`wMOxY zrclbM*BvTG5rNAV9=_3#{-tb7>xAY;yS+NMAD)fd{2=Vu`Z<=06W&xca!g+tWPSb1 zLZ#~y8~tCVEd9wYX@4TmXzQeEC21{l+vr*+XNgByKNmcVXN|vGygyQGk=-S~*m-Bw zuRb?k{`AO?6))#r>C3;m>gwmBOQuRu56v58dnALnyB|~?usYbf*5|d|)AqgHo8BEu zv1&hi)YQDW->9cxLT39{%Ny&;!!dyxR2i;5$!Bjm^&Nx*Q_2O7MJW3?=(B>h=`1}XW!iI3(E7Kd32t%=C;g5KHP>k8I2g?9~;Ge z^)dTlb0$`2{aW_d)1Nrq<8`^wbbG(bp7z=xjYH0rX`=K?& zXj%0+9h=jVOYB9`+EX}l*B&}J%hj^`z21wtM*a@dMI=}IBnC@(%1qOHZAZ@J-pzM%1p&C z8^km(w?tnm+4B1EDt!xmy?>I;pM~E0u6rbWEWm$~z@3Xn{ztA$6#UcjN;h}aN576o z{Yl-K+Re`x*p0aNRaY^eblJY{-<@8bniX%Owyk|TKT%9xF~sxMK4ZNt|3xQ>E6dIH zzh~ayd$BsO*r(A{jbPX zmY-(JJr?OOat>lMdo9)RxH|aW|8t+Gv%M$__WySG&)dY?OBsyz`X}0*RbHWA7SwC3 zKH=7C!MNYzN|Cy)_J(Vwul9ZWqdaJ1q4bI+Gd87bjf#KcZnOEJr=I^_a z6c=)G*Su*wL|f4>6OD{;8b(^n=LS33k{hC)GuNTwvEn%z8np2$ylQ^6I$Q_teqU)@u@*?KRKKH)+j|A3Uw(4yP zE)R2O>`*x1lAuxCb2fkL0*9}n+ltrzpLoJ{t!`%01lO4yD<4Vty}0728dc9MXfjDb zH@m)Q*Z0y#2d^Krj(FN=?CUSKnOj5W&Cf{wx}92KCt5zu+_o(E(uSqVDvXo(=GZ8` zRhxEmy6g>uTlVaX{6{t~p4a`V{$r-tQpXc7-M(Gp+MD#_BD+eu0* zFTUEN8+)w!;KPq1kGs;ow!ese-=qK0f0^H2txJ;2Z8}9_UiiVlSnT4KgF6o<^7ZeuV&g-M9e?@E}f&7?Q+{PxfROXuN1t_ zESvL9>R7p;dO^C2`D4x=^?n`kyt($y5@qXVn``I!WR)BioGz08(MoIHltm8u+qav= zOMYG{Syy!Bip^e$KacwjB=YQ}xT1E1cHHSYC?T?b*-^FkFBsbWb|^%$39r!c^pABt zx7k^5g@9>|;q^|7TOSuHwXWpSn>?HAlfywObO3P0IhIoR>=jifxsmG${|w55wuZ{1p=pI5{3pSR6ydg_`h zrR?*0uC!dK>3<@cyeMGHjI;mvR{s+^@Zx!GrHFV`LY}wq2a&~>C1f&VypGnb`nWsK z@$s4Xc@O_=P+a!t<;e)oy04B2syZUoN!*M&^*53$0;j*5n!~55C6SY7KBMos=FN8= zAKx|Fbeeg7(bf5wx6XKd!5#aa_Ww=iybFU?CWW|k>|MWYvWVJ2-ZgEPN;X`2`|!n< z#SAi8ZCCX!sj=yYGyQx%;eIaX%g~Zb&)g$hq7L~LM$XF0Va|NWvxCP>bkb*oOJxDP zAFN6%PP)%!`+Yy*f16g=tL9tI0^xIc{UW|kUD~_5;n0G;#hh7Q9!Vj2k0l=|9-lI? z{O)wVNS@hmcDPTxJxgS!Rn6m=mw+YudC- zS^DqMmyAJ*E)N>?WcUlNG;;bB2R%1Foaz|IrfN~?a`krP<+}Ur36EBlhdH+fsy+8M zQT|f?@K2@8kxVY(PfC+Wf!~-;QyGkz&&zas@Bs>_l{|m9^QJ+isERQ#q40dQa8%#1or2jx}sH`*6cp zdv+_oeDI~o{GHv-3HJ)CjLR+S@^2p4e#df+*}65x4-{wCpXKdqt-EwwQH@*KSn0;E z8_NYOixhq;K3#vQmvxfY<3KTn6*9NJF7BvQVOO90vVT{#K{n@xQz^^hW-EE;&EwkC zaAa+R+(qrax$^}0(wCeL@YLw{4B+B;5*9J(Z!E8BuW;s)Tid_x*3_5uFe!9P(>3}S z*gPS6mHV{YR!#ReOsz_0Jh*L1b-9Sd3hTbl&sl~2?EYMRop3$f!T(fH#Foe#?e6`v zC*PhQS#(%?<^9=veD12N6-H&a!*g3>Mbmfd4} z)XmC#%}XZrRJ^COK;yADjhQ>1%UV5r*Y@Cjv(XvONej5ybh)}&Y=I4ivDX$HnW{Swo;b!Lga@#mQ7+$ue_LSuq)Q?rqn96Ducc` zU;nJ`lRx;&WHQsn1=IK&-)DZU@_Dvt{xsg=9e%UEzn?#ixh>($p7VznssDK|_$r36 z`gg?cNwe&xtruLkKq>7$-^nBE?Hx{*DD>qoif&C(7I@HR(R{#4H08{$oSFY!jvHh? zi)b(K-oyJoz_V&j`-U4T*R&VB>oYdESed```~z7B+dOT~vZ9#*w*5x!^`E*nZsFMb za{tAHw_J}{Tvz0Fc%-wj-|11*f#O#)TxNJ|s1Y#Uzvz>7r&{rghdS+<7ySYwF8&SM ze`5*9iP-<_{!dmP4pBPirOzE%w{g#Jo^`YCpJn)4&1btMEx)I4;;a=?FW(sVxiN?JKufTXL%CtUSJY|o7y0f6($Rt2 z5~q6`AK7diEML-Z^K$LI=DQmgEWO2aTza9XG|xkk%zx*D0#nQGNOk$`pShzkU&Uxz z-1`~pRxnLd*l@Gzcdo9$H{S>u#XRZy&Fa_XqtXs-Wd9SiB)g=**uik7lkAPOYcGxV z@aeyL3OeZ5RB zzUQly)hj*vs#e|Cuw`hjo|b&A8WYsKd;( zLtMG!Sy1@3o86rZ1+EgmSvJ-y8~^=uSL9plo$oh3@NJ!DF-*x)0 z2$KA<=<>EL^942gKmVV!cp}@muQKPaAB^*qw_E9&;B}<@%2Gw zi+zP+0He{3wKs~4{+wPvnVIAF5ver!D^u59m~XuM(t^z*2LcOrU(8cKt15QK#wgoM zui3vSLv5zK$g$U)5$wHdHmJ(|)IDkZaq-T>4`01q#8&;M`n&;?%^%^qqjy->Og3md zemUOp%^@zu?YAWJa(T(>`Y^URrl#PQ9#Q^mW#UuD!? z$2Wh$fzQichN~sy{aQcm*Tj!{j~?7r?O|PVNs;~Cp6e#g*Wgx z#auH>zB8vzm8Lr?1o*GX)pC4VZKHQPc3#Za2cFDj%T8=~`E~pJeAX>$zMFENNJyX9 zQ7Pc#d(+rbT>HRjUb~LuU*8-bi><5rVJHze_h7LRSCz9xPoL_fDdv2MjdR-%#rkqP z?p}JMVU5tN$Z3xgh(-IPH=~=o zckiHYHSM2o%2id6!sw@VJni-aFxf^!qaH@mN4olXkkb45!*-6$R8WLBY z@AkZP;-lpc-b(Fhlg@X#U#=jXx; zKAfB=$f%>*sHV0}F>qh}dyRkda;EL?Xmjg*yfyr#8q?!Fi>|$kjAsb{u6D-UTH&OS zSM3e^g^$y-81Ee~Rxo!}HK_jo)=`5|G)zl$F=zJ9D7MTqX@=!5PVG7M<@LXG=Wm-D zV*7V4lB&F0b9=hB(4h@;E~@4HU1=5ObwV#J&^mDOCe>oEbGP@zaBH&I1>F=|ca=Y% zPvX3Y-s+y9Q(LE8SkhkoYR}K#!WTn~ZKt2Tac?HOW0;Er!?y+9_tiq%PWGtXXf+Kk zdc9`0=BhnL_imj2oFn;W$+?ir=RPcMC|JE*$NG=|iz|^4_Y^nuf6MxK^5-k{^*mme zzeq>@tGv6y#YQXXWnOT>BK;j!Ii+t>qlJ1)eyn5uo+GiQ_LV_;)9B2kChnZc%=F`N7t^H}0^$ed*}R{ax&q zf1T6HiFsvWHvd*!y)Qk>N;UqTYw=Ep;}Z^@YAk)-bV=5v?pfD-zlGQGUtOv@^Dysf zieB%on9t{a6&e+8{H65zIddkv-;%FMXD=Q6q0xLxLF(p2eJ`Dzyi+yevp5B>K6ess z-?6_~UzEqqe>HdE3HiXpZ>vq`#d9U!d;8@4`sf&6skbcC6j<|>U#vM4yN{)g$+LeQ z*Bj@$3)}Bq_gLwbR$VzO;p3#pSIR0J(dm4_Rd$?v9+>dTJD-+IUGqczgVQ9BhHcyh zN}t7K-H%BhW0hBGFuVQ7xz$wpu*^O;@wxYM`0VqK@IHIED9-tTLbqdWzJJn0?wJ}Z z@*h{PeQVIi5!Sco>0{k(Dpeo6|D4pCAH95?&iXv}R~sd7{17PF@Z!_4Idf-DSaagQ z&YrA@3xBuXdw;}St}n)0^l_&A{Ak|=T`{vuE15e&=g!wm`^V~j`R~WLYYy98LvO@) zynfhuvb6N`-Ra@WR7HNq?YQzs;fMHT)ipUn1p=;r_Vj&P^TbHJa=z4Y6Or;uE41du zELE-!t7J?3Bxh>DvgGhfiDlDv34~0#;ksc4qOFPTT)^PT}W6yCh>@JrJ$Bv;2ofvar|QY#SbJ$9q>! z?Xcz(nfb1;B))QT(Q->?KmJ*>bauG?f3GN6?e~$V!TsS=9kV;?wXfJczDgQiN@u27CJ#T)Vl?PWl}35 z+A^z>S8e8n<40<4JiZ*AbL^y6f9Jfaqbp19M(xP<=j{sXopY|Nc0)E_%-oYTM^^GX z{BB*XCmFhJQBZM^=HDczA1pcB0y~|Gz2kPD-fiVNXJ^RQ4viww1rzJ9UOXCcP58UN z=!7oj$QArmS0ulGee89@sBt!1oKd@xbf+=L+rk9B;4OKv_x`PE-4Xvn-G%FW#J2f$ z|0k-qy%66x_e8k2+xj;P<-Wd3)qkIo#U#3Pb?Cn6O7nu&JNu6_{d%_LJoo**-TSwc z+&@c3<@Nnjcc@Vx5t-h-+&{ zfBLVhiV0x9S-t0nsiUe@Lar-eJwq3b(|4< zXW|XTN2eB^k?7s>@!YMWjR%vTs;Jh_nri(h> z%j~T>nWiLpy*|VJ*)4_mRe341-D*rPF)Z_+e(~w!7oAhCo^yLVrRx5Y7e8comrcxh zlXT|uKa28`;DgckR~4=MbL_~Z5AId(yQbc>SrqW$?NbxMBWVnCoU1}Eo!eMwwD^%Z z&^!UI2$_-~z z)`vfrD?P2plKLbtyHae9ncP7Iu8llBH@iMoPmJHgwd>=R+I3H!fbfk5TbLH#cy)UMAzMY;|m|J-*$-LupjoD>ZnZlNv${*gV zNiIB~p}y?WlKWF{m}dvR6Q2;7dfOrAPu;iI3Xj{Le_s4MwsT`53aNByM`D zJMX!+PJ4Q5vB$?XXa5=PN%#;Uxx919;^qRmm|5-bCp8{a*lVaQX_}DvRbpEbi^W=hU#t4~EU-i?>$KCQ6{?F~oiSf={q8ztdy`B2xi4<6|Fvh@oG*3P zbr)L;+!8s*aHuuRUSaN5MYnU3J6Y{cbi8G>Prvs6-`3gHx_>!-^s7$ZK6QVft(eo> zmf7(;{%~5$JytmJZH2VH^2uD42YaV;{bf{?X)xb-!u#QxH#?0=UR}$$)$b>=aDt$) zvxszi+4VE4b|>l0c6lRL(o!+cAZe=1Cy5okpX{u5Ih^y=xEo=#z@=~5hmhTiKJt5= zbeZ%^|K_>0r`c08YE!i)p6DrDqAs~_QEW*4dV$Cj2Dvd&41E`l8dfK-*11+Uf#JK; z&90QB(8mpy=eA$zV8~Fm+;!$U%jc7h9Ou`~+~9P$XQ~{#m)PrDVrKH9{`;1;WcW1f zb$Trrm2O|~N&d!fKc348oOg@F>H-4O_|8j9?pbiZPJpS{{}*dehT77}FK=11UFQ|L z`sL=oE>q@}^2%w~r7x*-xR!)*&t29~a#~PDe)oyZPj$H!HkH^JSgkB++j>MR`H#jZ!6aZCT*cKMEQ!PK~k*9(u&n2^G@;Z#YE z@gv3eB}E5UzfVuiRXTrxK{v$v*c~wryE#Tjixz#pZ~kB#w}qwu9s8h?1J`E?3hVt| zxBuy;-u`#46`Go9LHhSspXAcq-yWl=n=Qs&oo)H*Y}WFh(dBCe7|Pa!O;m4={#1DS z(~@llg^{TXC(hqj7Jf#c&M}sCQDd6a>4zc9pI_h9RF-=EaPA$uo=rjJAHEu}J$Nx$ zlaIBYb*XWKE$cmp%!9qZwuDYr)3X0(cxhG7+{&Um^%qapIC$vOUp-`Q&v zO62XzPoCFHo=~8aEdM_{Vo76?poQm-mw9%LU-i9Q{8}QkO}-wj3h(>&Lw@f;z0(?L z+H9PXt*3YdyQ62kp z`mv(lnU799xawr5lXJHDHmR-@e2B*^u%CA<$kUODkhCjcFSEz-7cDYhI?Di;dA$jcbd1FFq~!kW0M?V zy?;f5^+ci9eEUvMuxXQMc;xZQ;igS|XW66|o1I(dmYp%vnDy`8tVM4&ZQ3(oy}53j z>ya0C`75_~O!n}T)l1b3Q+_f%`FZy1FIndU*%q7KU|1W;{_)8@*PmtonwRXh~&xz2VctmQw^$W@b(TNF@jvmFD|UG2Uz;XynfFU*W9reSYfn4)e@|4l{P%jx2Nijt zf-Rp?Bc~l!3buc`i0zsG<+U*{PZuSxf3EjI`RJ$lVZzO!xejWHnSQyg0Y%{lI(zG8 zN--Ze&v@nu8+YTZ|8=u_>Zb>NZ#$m3b^52wkNYn;OpY$73~#%g9%=YB`{7&L`S};b zHa_g%dQw^-!npnf>)Bor$JEP}{}ybJxW{@jV^3<@UfGs4(p&oyvNe}Br}ygo=?$%G zmQ0a&v2bZByYSIu=51?2Uu#=7?rYz*;$GQ?M_n^`wL`AzX&G)W(49Yf!&OD)V?H~! zRs5Z((Y0-jVwsb!YJ|?lr&Cv(ulw}n#@@$189j6Q&&AFy|IW-B(#qo5v&D?__ufCJ z{RG{X_pp4c*8dl~nsMUPX;Y_8_~7|^#*_)m6$APVCZC%p!5i4W@k9CKtv}yN#U&^n zx;|y9i|e6hopaM|dpdTUnwlnVvT0$QJ{#kfX4dU8o^D-_e9!Vudy@9YD<`$0Jz_@l zjn$0K{W~^v-*US;f1Ou7+bWBrd**I_$H4kJB|v_6=85-k4YF{tAAtk1jNOx|myrl_?nF8`p} zksQCxQ6YRG?K-wwRuu(Ur>&FH?P*-DZ+_LPOHI&nQlqcV=gEI(I zn9D-6^^-4m%E{$F7d(11P4t_@()T z_6Z$M*H$X@1a=$^QS7ulH)DEe{(6aci&@g!UZ}h0ToiL!@$~l6B|_6DpFGd?#;`Jb zs$;f*>*w!pUze3?J7hz3n;hZBq2U^5bh?O!a==mvuV8%7JS|#GSqO`P18*V)A`9 zOZ^LbdF<4lmA9>{)PfJjYwn8CNG;w3pOZ;*|>f7nRl9Z#mxP_3NPnuXWQ3t>3ZC=<|$tcN*M*_ zG)UYJyf#bu{*G12pFYQ)-#GUe*O|BZO)}!Ct9xV**{nKc{^9A;^8eSI-cJwx^WiD4 z{iiom_Szf^FSKA0u$h~q&^kT;L1On>6HAV#O;?T2sq852{rB8i%P6qn=7)`US zVE8N75jI)XsCspZ>G8DzrMc@_>o-R!`)4*UoOu0lElC z*4im==kxl#k8q1!pk)wv({J+E|G&c)-a9qf_r{@s=iTR^B+&Z0BF-I-^NJ*t-Le>L;oX!F{Z}&nO*`;@qQ{@`w|1m3CwNCiQuePxBrVq|v zmKWKubuSY$$JyH@9HKv7SuK7amHH;BW~H>C@Jjuw1vhnhe^>v@jd|(Ce}?zdLW?rt zHFCmc*LQn0e9I}=r222)x+yE}ao@Y6Uzzr)(b}kOavN9Rqjif8R#~oVW;4|%eg?Vc_Cmt%-Smw%Fskdv6Z>Hut-?^MR`;0HG-y$Bs)%(<6 zr^eoX$zRs+MQJUMK1A9w`CI&Q%J8s~+b-94V2!?O%MD?VGp0ZNefBTls_^uglre)l zynXk#C)b@{ulZ%XeXays!ryB;zqDU?7@gX7zT0=N<*bUZd&&`(+ciIgvljKZ`%i1w z@iY9&l_?)A65V|2Pa4LkMSZ_}C*th|iT2RAJuxn`es9qGS?AVcb9&{wX&a<7=P7B6YY$kKiBIG>E|*vuD0*yjh@jfM-k@!-W78kjN!kq`!VI z7m$$kmch|j>K+Hv38U6o`Zv~{Ry6+`UBb%2(Cq(w<)YacynU?MvtzX6I|c7FqDEnSlYUYc_7)S~P2cEwjCJ%!YYAn){d^Dn6QcGyIGF zJDIaBfB#<>-}#O^W{%DIcW=J_{e4fsCFHUDMGNNhGuGu@J-JY3VfhEi|J-Q;%<`Ah z;(Jo`&Z(^U#BhwetWGZ@^Iw>RT%!8?H|&d_S3dl^k#WfnSBco=3m>hkY2Q%ipSVGd z&)x5B-2BDq{mmRkKmYEC{<%!@v4P2E#eV@aniU_`_X^}@G(oinQ{SMe;W^nLc-@S=pU z=*@;*Mj03H3cpP~DP|Zx;pRUVm+L2EpD4(7=l{R1`TOOg#v-}ppLVU!46i-*;^5Ao zx%X%3>E>}(>g#yeY-POgch}O*d~^9QSQHQ>m2!9`wzPVmCHa4m2xXt??PrY7n>)zTK@kiEOJiewt<=%el zRgUkRc11T8wyW>q6yt7=eh?GSdHMN|t~(m1qbhPwsxtjPb09r^vQlJsY3{_CTMc-4 zmxcG`*srPTJHn%E-MRldV`M;m|0EXZ6d_M@vN;^OA!*zil2_~-V9UXb9(4|{(7 zpFQUq&D_-Yk;nAb1vs?nT%OVN^ z5O^(>;8vv(v~RD={iuGggA<$TAevp zaB)fd`=j4a+&+GDuh3Hd>b934||cQwy` zeXzQAiPo_Td##Tvo)r|G{rm@i*KD=rMq5_PcpPJXA>jYDyi)wI#X*zFt5|P8l(*sR zuQ`&F5$m_}xZ-jD*;7m=hE8UxT72uwuPhgx17|?gf0|8LZUlitayUV9n7UHg0KsnxID z98I-{%fH>^44=gK_GbF$lmC_8-Vu~saX^^)V$X%<+wC@6>et*|lH1;M&8DEa<-)a; z+i$K|PXAG9x=FaFqWgTDP|I}(du=iK+cV{-{8KOOIFRf(ui3NC);0Wl)kA?*IWy-4 z8@#YJD?Q>nQMt_S`}$34dR?r4RBWyH&Z`o?Xw2cY;)#&?@tbp&yx_U?pGo(Jmc_Oo ztj!1KU%t4do#(J|ADgyf=at3;lO#ua7eS)pdP#&!bH}$630sX>XDEPRi|55kVWoH@BTrbFOoZxg;_}RfGtD}Zz4|B_X z&Niu2m}2D<_&@Y@z3{$eUA9vmezakhdG5I3RcLXhU80o6P22L??{hiCnSH+{JwN}b z!qo1^mKM(pt-xhIHCji`a4ck9JLgF~cf9 zF0IQiIbwOnqTtUmE8nGWNpLI6TIS)Y-8pq*=uQ8(l~3ig0bmNI3ZDbs)SK;A!_ zd!83At{1#ucW99id%!2g3hGa^rQ(K30^i!M8YlFAn8Za{5q3*@ur|6nOk<2 zdcmG$eTT(tg}%!DFPZ3fsPOCTpqZspXS=Rg`D;(?tfR9`4DvlYYE0L!pOke-L0X7+ zdcj50wVLPml~ig!yDc63fG>g}eto-UyQRpCH;dPrdYz2O`L*l*jRmc_Y{634wff8I*KCrKN20sz@zQ*q^*T z=EV1R3wakj>9M>%@p+1M=93v+(~}pRm~Y71b0fV)xip~Qp3L{hd-liAd#m=KrO9#I z&&{viNFKI&eskL00yas7O{-6u7Jf{2|5^Q~^HQsUrp@Cyw%NU_H?CIx$<*T9YgqVZ zhn@U3n?Eo6%FjmRD2e3yyKIj5zy9#yCSTR5eF?nAVQ1L4e^NjF{XpI61EqPFmc0pZ zDmN<4TAJj2adF4L2mRJ>fBb!%n)OBN+Fg4NmfQ$l4V&hv)qnUjQYZZjJP>$WO_&=v~J2ejUjBi7yU zGk)<#%2g}A#eR6qR`B*qyL?<3?JNH{NMIt zWk7|k%!RhFwu##o*Qw;!JzzS?1cRanAraf(0>~~J3pGQ3X3wr}N+}~Ee zw7MH{n)Ux7g)cFF#q&4I&X_voBHOko0n^9JLn^N*KT5vN;GVs#Y9=$Q*{1g;C$+X~ zdmHR|Y#Vh~eTJ7}l!Nq?1^j#Vr@6$X+;y3{F_T-1A?`tz6aUs(2N%g%1?bh^YmR)m z?f=(B{$3|#B=_1by}hJJ++4O!Z2q0UZ`M4CV0rN%=y;sbmMzP!v<0kunyxGExOG?Z z-P6k3oENs$iP{@=uQQjKxclM#Ue7**iWSN!`4v{PO^TwMgsx3mp_C~X^Q^g=J$>h% zGoO2d9nLLU@7+)xGdG-n6O+;NcIUR;OD63)llf}@)W>dbjd>o0x~`kP@t;HEvXt4S zOCM!C4^zJG@}k>K<#u5hr~bm}H!q#D5h$IzZ}+Z@6YG+r&%E*ZEqG)r`=Qz`TU+)j zJA9qYdpCFgr9@i>?WJ!STKXCoBX1Nxp0oLOC*MyK!y6yxTo3!vc_o@DYq1-{DqpUw zn6oQR%y%{}6l`4{IprANm(K_1Ui|d-`@+1q+JKn++g@ASdp{m%-DW=5_T9RF3ey*g z_P+n=rPo}N{+B_-u+z%%a9@nIM`pLSi-pUEpe3u8e)h@eo#v&MasE}+>OHyxL zGJe4oT2PpMdBd}rEB=)qaDD7J;f@xEexw9j@v;uax~~eo(_A)PRXoIMpuqX+hmdeq ze*Sw!o^v}G-|-(>CKSBx=oP!*#ouMuPSbJny04g#`Qyxm+lQjoB&k$>sy&ulrT@bH z_@uqFMD{I~<=oc2@=bZ<}KQHc&}8UuygDogLx|!*RY?M z9V}+Uezl7I_(~uC3zn05lb`EaeT_L5UM@vye`&B3mqAPW$t|_2)%8Z@g?I^`tG$n9Il3!`7S4Xl5x}A=f5WX#Alf;=2J9# z6<*xP%f03C!QiyMDc7d+Xg^2jNz^SI8$!}HUY?D*d9?%TP8ds>liapBw4&%eJcn)S1P zj)Pa{l7@nx8$`l)O^6VVJ)rSB`HsHLO<|7DOLh8^KYcIy6Q_A8ieY;Gp(yvK{O79j z#j{Rd;5w-GZR3uLUDK3SToY&#?s)iZ@#q)Y_Dg+Iu~+pHEhs%WLXFr=DYZG9T|GT9*Z0kDVx-UGhC$_ZBC=eczVD z_n&o{y}b2&SAuSIe0jx@**uR<)Th7v60h*n%Ztgsf`f z;cL~g=e!@k)_KV{PB%M|Xw7&cef5VUk7ph_zP|3})c+J{Qz~ zZ%#Sy%Cx^ia*H?4%6k0cb+EekH<>qo6WkR~H(ra*Tl%MNg|*AdGc!cDgal36V^X`b z)t})~^|c#*vBr;>t$*?=w#z!k%0x`|T)OaV`zArv4z7@QNmHd(VpE`%}MZFQ{14I-%rv@TEh+ zM&hSkPV#4D=PD=vUD>ou{i8T(2vvRi3{{Ux&nM>9_v6hU{JGe16?{u0~?u;AxQ6^c| znn~qf>RLX_c4ky8+Y$SMHPGd9_btXpY#a>>iXL=K)c#w$#4W!=?a7WCi~c)>m6tTh z#4lIo+POz(LG;`ID{G>ql^32}612Ch=2W2b5w(r~X8N(Tiv=h$6z$0RKRZUC_3q_{ z=5iLPHQRs0hTgxPbUiszt3mtI4}MAJxAKqooOrfotI=BtFOgnvU6r>&r{AZn$#VSI zSu@+2?&fDf!@iGjywo|Sx_eeU_mjlR4e)pHb!gf6Uc_GEf};I5WqVE3sC z`Icp@+XN4OKmOeMK+RUuUp#vbs2y#b{A9v{z$Aky$M@}5ZeP|oZON+rr_G;LDSco2 zw@J>@^{>DOkILG!o798rxhy@lUpkrA#4>e3-`+*`|5SC)#Ko7@$GWcSbKv%lThN!l zrYvC*8@cyKzyGhl(QoF|>5HTZC&a3HTxIf_GjXoRpDlJ9u0K23G*4@R_{pmC3)E_* zU+Nv7Fm3katOp0!=Qj7`JS#HVkjZ|pJMHwhs!8jGW|{Zed(4M!2_*;y5{%ua+nw3v81OQ3%F zlo=EM&%9{2n)gjZbg$)oXPvCoZn}Nb>^~QnK2lo3eacLt+e72>#;4(*t`@7;SQSmK zwJFaPJJ>b#_CuZv@l&s{y!Ny;43ck9^Z278@-UrslQO%>Fq(=UQc25SKRz&-3?3D8-GP@(*E!#?BdQ=UAEo1Az{|agzi=ALm21PojCD5uk+}2 z9hbJRyR}aJU#2u?hS}54?RLIv*d=3C*VTWY&C}*y_g?4Aq3l+V3&!S&%>D)zjyi>)nYC#~#csY*?gPJOxl!HH}Zae3h^ z&Ddw>uYEK3Xqvtu@JIm@_vw$i94mJ#{(r0alZErkx6n;%H63>x%SlgLDph8|cvJ9< z8Rv$s{^@}eeI%^S-~K4P_Mt|=>y&~}&~D-M%%>vXl~(Rw#?`sS&7kplqT>1Ag%eZv z=T;^h^GUh7SXS^xLDBXzvvq8yao6eJ*O_@M{k+9<{;wU|?gXX#DD<69X7yW}I=^k@ zIb)VH@M__QwF|xOcUJz{b^h6>oNxa=et+PVGCyR|tqG?^5B6GH^Ucbc zxuK)@!-n?4_W94{LvG%BcU5T4gn8CwQsH0O?oByg5xH#g4);5e%S(J-?^@guccZdw zap8h(3i>NLwv@iQ%J=eW>3`RUci65AmlnSJbnTS?{-&!s-me(<8d$rg{NUG#>3AUg zu2}5p{-hOOvV2w+L`*u(n7*X$$JXZKQ9Jmm<^)|2Huh3~&%R;q;hP)tWxvl{s~T`c z@Ta9vSHMA^gBknJisWVdR-YmlF1uPUwZ?eA`fD{oFlb z>6v?XKMB5PuGXjUJMI60GY|5waewJDUU-?&{_T>xj!ED2L`7B{;O10&_W9G|o7?2G zyNzs;`Gcp1TR(Z%SYw*W?0%qDXU5Xfe?pmES{^p%KV*7^{<^H@!*l+L8r#-0)?wHG z-TJn{q5grNt|`;ElT}SQ(>z5>`j*|9&H6J)=*H@ebq{ZaF7#Wzue(a(VdV6Z%okVX zI43HIruEtR7Ns$*TBR-IC-mv9?abR2riDQt684JO&NPrb%Dk_1o$Viy-(vBZaj%Y; zU1-a3d|Jjbk8LiUH|GD@Xl(j)dB<_JFy+}cZTDN#j_*+R^IP{UdRpOc4d-jQ=69Fy zM5e`S>-EN3rSbfHRB_LRJNx7n%bL~2uCJfmUscQK?E3qh!;@}R&MoWpPO`b`HPvlh zoKU?;Bih#JPIEKckF#Yi6I7Xd(x-J;B|YFOs(!GX`>UBj#90T+i)fQ`x0e#f3PItIb@>u>E}b6OUSU`obkExJhOhDYxL>;kGGf{TQb+GeA@AlEWRUqeT&=HL|LA@y5lD^ z^AaKVMDquxztD5v+uqLQyE^%pI%kTMi&uT9m!9LN zJ;g>MK7eyk8RLzIj$++?3R3HSO&2J1Z9HkX%v<(v=kt%wlQZB` zZ4N!>ruk>Cux>WD+tIbV&m>IGX`V1~yP)31^->q6#V<$~Q|A|Y^Gs-dENh=DTUMsL zP1)%cW%D*neR{lenzixM$AvGhYI}aNIQ1p1{MpZIM+I1xiN>bth|M|tFDr(_yTiaz z{>rCvPCcuQtR2VBt;n%C=<@Kzwbc{dY{T;^g%je4?AX_%PU+{oS1h_12F*GT)xJq+e&A65D}k{!x5$#UxE$PCZ^<#Aj;rt9ISnrwX6_ zM8Dr!c45WKi|_4ymmc-@y`gX2+oU@A%-=t|YbUX6@Ld*^VSVsVV|RS&?0fUCy56Yz zdR;7;?Z0MI17q6z?{`{LbQBlXv8}z3_v2ms&uQ^loqefG_itcKP-<|Q`}3Q%S2MG5 zyExmVV;7GH2;5S+utP;+>lL-PD`)kuzRhrNOKRu;znW^?D|Wo`{jb@#asU4F6$Oo2 zKaTPF8icJg4o&`5^0hHbQ)J$Z-W40`b^n{`@oZkRnCnW_6_que7dAfHV{q&AyT3^v zz85Uq8?ZFqp?~E8nZV;)pWT}I;9K|0>8D-a_}~60w4JB-z}N3b7B1ZRbJ=X`r3sT2 zpMMWdRO@fi*craOcC*{3Rwo-;YJpW|(d{`qZo&026+ zShw~gk7LgrwO>CNEZY0bR@Gja@Jlg?dHQVA2|YabDqmbG+9PUu_i|NSQEs(?vh^K} zlj(-L-u{sEyj?aathil3J31`#GOvm{XH8T=m&%juZ21dY9~Pfl5moWJWFD6Vr?B3K zn^pTvj^CWLtW85T^TjgL&{Mx2%x1B;!0&%6Lt*lfpr&UlABTRl?3>nM8d!fic}?Y3 zfhjCYA3j)Wa=YfmrkTIhx|fviv~V~(^KseF$hJHU?^lO!3m+`E+G#0r`;}a+zmspC zb3w1ls(`Nd=O4W}rQW!yQHT5X#l7W{TaHiajofu)dHa#fiII!97haq4an&c?^`=X= zcHTSGSF`kbY4hs;Cim>W`+T3p&apkk)TCT8Iq%Q|=Jg6%c5@hK^L&3{z4WW|9-Ev$ zhRo$Azg|ydZ*f--F24Kfe%K|pxrf>=NQv?*&+D_)_We6}cE)mH zar2Y)KX+e@Sr#Vq@{CvWvS#<|%F3=sKTODJy=AK}@Aj$am45nD=`%hi{ZGGietS7O@2Z>1E6^Xon)x9f(>>L+qbo?iBWwO^9mP^;J(0an?%x>HUHdVX>(qUEMmjnKXR5b`%*4N;=Ib+LXrYe8W%W0+X@T z3gvavr+w)8-nN59)PF|OzY>-%(HBhD)bChCKg|lx(v^ED`t9b-_JZ8KuYFuY!ewT? z`uA-4hTVJjE-QKFzjU+k@qCwQHJnx9*BAw5eD|p*o}Y8NYf(yJdfzdf`qeAGZ9QH* zdxhc6eec)S++8ifRJ?rV^$PjCvyZb}&R9o2-f(Q!o*C5!JPulJuQFRAH$K-b7XIJ8 z;!vs2>DtNnB&=62FlLutdf;=x_pqkDS$ubn-Ht9>y=7k1p64F%Ee9*Uh6W$A5xt$C zbAH0f-5f<%YcH?#Hf{@kTevLH>)2;59>)*56W{3G>inoA!JXFgTChj4Ve7$@%wksl z&23ABowSzi{qeFnY1>RT!|GX|l25+t(4W%7w&1LJpXI{Scm8L5+8H{vE^kMQ&cUd| zR{z{5X$yo&Xw2sJwOSx0{d4tNxxFoKlhQQS`pAA-a&6Ia@8WHXt~t5fWnKSP?a0my zj)?5v@2(!=?5aI6WiwkNi#CV*k;gS_B|0L~%XjM@_D~SdSe}!uGbPP7OfMhkmTqVySJ>ppZ!4P|66JIL`#fR3JM-H-OpoqU@Uvj zjN@SE0^8?mnFeaB*-lQVojJE{$$_@+ZJX5I>15sQGFkjkbSKlKH3}iqGXIFGc(UAR z_S!c61*dTYLqOdX>l-pPc2R#~-vqmClRB;UDy!M!ceq(Vk6F0u^Cx%e)~(v>wI=zQ za=q5dX;*Bs@5D%Ws+Vo5^owoLjg*co8IDB8`H+cSi#(n@&6i;pd0>MI^5 z>FguC-}Tt@w=DTGh=nFXXMRnEBw`#>}_e4G#?x zABjBP{Xv?c((=-Us<;XEyh^=lby^-jO(l;-{9C&^lexzGoR*|ZHM^QFNA4**&Q}Jj zbPBfIZB;#2v25z{dgF!9W(QZNPf!$Ac$pRZ+~DK4H@aK)Hs)+Q)~r)y&+@3~K5OTi zf~hy({5$ZzO?m&{HtTA0Rz23IqOnWd&h6QV)KnuVf0lw72x<#p0(oPOC3svf(-B z6}~@Z&c~%ET=#uieDK5y$2{)K;@M`$!!}<@5A*K0_EY5UrNp#e^&1y%nD=bFeQ)E@ z70=k;{Pk<@)4z0R+R6H>om<1|gyw3`6?0Oto%P<(_Q{ziUt_2L+H>v3JqDYXOSL<~ z*({7t=A53l_F<~i&cf($1Fh0qHC!wHGOEw&TFQO)9(S*!h{3xg^UD7YpL7g1hR z&+e{&)qei?&!Zdp7Qe$PL<>(P=q3^$tX-m43J z4wvJ-a)?*5jAupdn-eV=sll>ld!F39QMM-2yg85g_u?R*a-Y07(c^o+yp1tLPjU(IKPoIiRHvC&qdWiK<^NLM|?$@q9*r)gP2Ycvy*Y972*2E+{ znK8RS?F~o&j^NYh7WjpIHYlrnS8o|C*`ww7Z>8kctbI!snHkzmtaslfz2USr^erZ=e$_-JI*Du zxQP8{jcoXgBU8kU8QIp`e6}gtQa<5!#qOw#n)-l@Kxb9gQ%1K^KDY9B-r~8t&Vq?^ z_Ojh4IvHlRGfML-H6OQ1)ZTf%X4Pu@N84{p+v___ezy4~2hX;%p;z4dXRO?K%Os_i zckU|j+osDrwq>w>JTQHK{OUQymme4XYh3W4xV%Z0k45RB_+fR~h;zL!T94WnYPSo# zvy^_KGwsY0RL$hnxe5k16#cV!n_qQux%%9`HNQMw z9?kxH+F_behG5%E`|c9;Ma%m=Z*SeW#{P}ziDSxQUV8U()%^vcem{7@8#Mc4^_K>f zD4m!UzMC$sGPnOQVOC}KRXsVs=QF!5+-d6O3$ZNypDeM}{ZfR+J*Irk8EfX+ytuLE zDF5#kXIJ+-UrK+T^ZmrW`kT_asmcPM&bJ=@d!ZykZ`B>6c?EN7wI%8f)P!BLQHXzC zI{)6I^^fD2jW=*gI)s(^GW37^EOYHyf*{}P-w(x?NS5dS|Hmsi^W5xhDU9C z>-)6sk3I#DJz3Vsa$iYW$oR@+hw;b6o6gtb&Oi8YS3=>v@E!w;nA{EK9EvGxHLow( z82zB~TgIj1woM=ZP3bC{TD-MuqT%jM%kI3`P`S0JH$iqSL&f>J=h^;mRDVt4>Nm*q zzwqqBy+xjfKd9ZToj+-Qwu+qA6gSnz<^>O)2ukmeyA*%!&S&93?shG)5B(`OZmdn| zzHxt2+h+p}jm|%klXxRu3;yxh#J<8lbmtE3wzngRz>Z_pScTd71lhNq!g~~5psHOHeXZK>5$vyX-V4;E%JD9 zKjOh0HTFPR&7*2AjSG#OKjntE+OEs13~%plO4=?z`D6NaE3Lc@vitX?meknHYu27M zar*uKm^AyAd(p=vd8Dp<>0J2iUP0WksSR6|D&=&2{nbP+Pq#f{g0gs-Qw$+S1jHlI?&s%&|Wqu}*FFU`h9<*)iC7A9SM^C8dUfN-Gf$uh4e#vATb zhwgqAof{%oxi&ZadeJ5=;W^JQGDRND*V_I1)9owUo<|ofi&|^MSZ3B2w(q_|?;55) zACYTQ8nW*1XO?^Rea&Q@MSqta+`!H8((UIVsax|M`JTOX%E^ebJ{?zVQeN(J}m-&YHEY|39_rI@fOXY$dy=Z>vKZoCif=P$moUie4R z!waYPZMiAGZ~r5ib3gh{ZaSOm)3hw6xZ>!B$E=*&ocgv)MEdqeDd~IdQO|xNr z*{?Cb68XQ`=e6!@n>^|za5$+D*17D-s`s)j92ZbSvh@+)t>_@Hdl{QK*+qmT6@ky0?1kbw!ta-Cs=hcoovv@8?&DU{V`Pk_ISD?`U z&zroh0*lWoon#o`T z9h1M!m3ftLIAfO0#)qe3p4&~n_iWw#gJlA3-#nEp(!}J~Ny@1BuQR+WKP&!V%**%L zmVVt2M6MjWQ9LKwY~E8NzPrh434Ie^9z3m7wz_!veACGH-~PYN!*Q=$=IUMav7`S8i`H zoTYGV_SG-ObI*Q1zvtPh3E%fK@$zTBIq^`{k9YTkyK1U#HS;2Nl!W{JN}TiPwP4gM zPaeC-q;naSH97)EReqY}yc6k+;V;F8q(i#^khte6*YY?09#5>X}O%z54}Tr(18IVY)g$Ufq!M+|kJ% z+U*mU&yf$0+`dy{?ozAF^2vruokh}9Ozq&CeW5 zmOe{i5nG`nbX!tu<^2y^oS4MEh<{uuJNNFfyfwz&YRW0^vi*-NlbL^7tFhte?G5vr zpDgkZD@uDjqv7IKA$5>wY z{Yv<*Zpldt-kAqVt&jhUT~_9E;DmqLhSQhZt+*tPxOa&;X#0m=)HM2Y{(~6n#)xg_ zjxSiNa9wkAtHWk??JsB4Kb3ZF__679_{sfIZ>(qSOo-p6dFwLoFKO+{{m~zrExo)w zHl|uF;{W~TL+c7(rRk@V`|a+^F6Pj3m#q!RS->s)d{^U+ipDC{H!{DxCSI+19M;aZ zE^N8+Z0GetN9up&ED~QPIgiUH)5zh-8t&$6MblTBZWCjfeD?bM!+PN#(yyAzi7elK zl4*{E{+eBF>sw~LH#cZI`NCRo_szbzHR?IqKc`KaS|Zck8Gc_kZMjaN<%HMiyI+f3 zXnUuilI-VkQ?Z!iNwsv~(XzdtmwNw544<*J;XVJfh(C``oJ{@PaHs!lZ>MDc=DBKV z#eN!zCda(LAK$$D&ieY#(J_ufytUS4C&FfH%V{;q9WakfHxL{7>+I8ygCgZzH^yvO>AlsU(`%2>EZ)MzHp|Taio(NTd@J&-5J*>d(C@!E zQR!r_p|tWkjkbg`6`!e>__XZieU{IBIt~puBbVotqVJ z6>hD+D`Fk|;F3r|jY#X?-)WcGHwISmiwR1LpZ)5^&XbTd_xSX{=FYFDuC3cSac)5U zkATu+pNwX_G(EdjH!1S|?l+CoO~oIsi3@U%5cS%x{DJG^V%IZWOFk-HQ*(X5`e$$U z8Q+=B3slVd4c4Z;HOXyQl76XogXf=JY9;3dDw}ROie0i{mkv`k)DUcn`})7@u(P<1 z;;X~gypNUM_7nJ`-6J6I=jA=-dxilsB0q4-$EN%dljY4+pO)T#tnd@pGf#e>3;$ow zba?KvZI0tjgBSXR_N^x$#u^;*&1~(yxbU|{f`mZJ`I_COOI}I^ip^ei$nLdb(bR|! z$L~qxEPZA*ZOy#0PjA8v-aa)Hf1bMawy5p0hwG+=-iizHF5%Z_WuH~FSkqQ(+UI}I zFHU#A^L%@-<};3;jjyZuKJ9$r&)^oYL}g*}v9MZ2yPlTH22r%N*ybFm0dh z+tCo~yzTyi5C0_lQckYe{db+s36+_=xs%IpJAS-B7O{WLk0znW$)Un$&?9d|_Her#Wu|CKtvqBV@S z_;Vl8}lew{`9#i(l{i{nDN#HaJB#(p;`+Abh9}LBY`e|m=|8DJ%0b}qr8V)N_Lmo|GI(_?wDMe1@T`V^2I=Q` zt~jS`d8ujj@Md`X=iJ)ZFMnOupLz4DUwiL^>;4Nhu5>dRx!HV^{I^%eIK*YnEtfWz za)&98Rz^m56r~>f`)N(_A3wLgh1uUrcPMSz|1MdKJpmmS^1?O5u z(-#{I9;H5Xy!CgvOPIwjKBni>5AYq(W6YhSbBAYJ@>d_`ouX&m^Ic+BdOkcL+|zC= zUsQB6+b8)gU+U5n>+&6*6+T`P45m|OxT@u^O_gor4tdY6<2g0#{j5t{X3R^Hy}e!e z^92=0;d=X^Yit*udsZCSwxTI<(e7UkB5duer!A=UeI1b0{{C!Tt5mwsmg{|MtY4gU zytAig-QNC{XUZZ%baGW2HqMR@aA$fd{XAiR?n}@A`-D$k-SFXz<6HTMes308KKLUi zA-n!PSB!|&l!Q&IBEQ=@rx^cfX!(LS_ETh^K6H~O;%$OLu$VeyMlIM%0yWa1gyZ0zvJ>+D>`v2$IuoJ89R=Vt8_-Cf1 z=mG2Of(F|kCL5AxDOG0_x-6_d!)xvNa=)FumGjZ9SGMzuY}tMFHXpb3nyZhuHwK=Z z^YrVRDc!Csey4qm&VRLW{hn-tCfVwHQ-ih_T3(dXGs+h^*Zr~A+>$|wYX)oht%iwp z`k4`B4g7zli}-dL9s70hzs>>GfBHYY!tI|(AKp^1tT^;oO~k&xSEqHE?>V9Fa`#1| zZM?RC`u+d6Jn}o1aOh}s{JE^}TRmN*@8b)n9h0KXW=T$;#}T8(`h80JTfCQN} zqloL)`;N75wkIox?_}3{y8P7xyWRl3KW32}{^gPajHSDZ7b<+%ljys^=}6+6Q@@|v zbSf=7c_D&ZZ~kGkxI0`OJaH90`%dinGdVc^YMa@z8uhw_tMaBc4s+S$UEW_1x&C3P zXy*2^rA$f6+kXD?E&KXBC|j>aCpf}+g+$D*{j%1ri(NOEYTZ0x)hV z?%Y&=bzW$-&aTIY?rSG^+zXqN(h#tC%0SXFvWEKA-raA!Xy#X$|(X4_VKu z*?w1hl8s;9YHhWSPaYeqOd_^tpJ00))p@wscv|9IuR}a}ZtEO3JFU?;mmImumQm-c zpxW&@Tz_`zr~ir4Nlfig(6{-)v%%zVOxKfLOY>7y%gW;=-)2o%m~FZLuT;OY!rF=# zW)Et*E7TZv?LA%mH)%EZ_PdKW{bzr>xj=7@NR+#$Mdjt|d(Q1O-*Vyb(enrNMO3Q3 z$mr>a*?%`k@AbF%k?gI#@42wdYyZrTz3%I8|J`@nR>%Ea4`crPjuVQm>XI*ueb@c3 zdavGkMYx5= zNZV|h{-TdXTTW>u)_)FGJO3xG)bSTn*fL?Zz~EQf;xB5KEvT?h7xnrwMe?XtQ|^*w zCP^l*F1H47a&{&?>TNE{xAQGO(`{$>U1+WEEXHQb$$Wove?Cch8ty2$rlEcI^drW$ z+@Fu`pXUFf^wBY^!`BO#-k;X~m$xWT_NA`p>_)EqXI*EGGn8JrBYJ*W_a`@POI9{z z(}2c}S4?DFjG`_n9NU_`$eSgCHHg*6W7Af?1|D7!zM$mCl8Wz+Zt1bsmfWa&#(!1n zV}7X)kKMvjC%)?$Teoj7H}9JFU*^G_Ex%V=<^^5-%lb>~TmGvxrPllF9%}b*U9^+w z$L>iPn z@_S6fKI7cRRp$D9&)(14DR?8X-H!40_H!%#T@87|b^E|iQAPQsyc;%u@LO_hURvUv zwimnlbyul#8g9I7-}u6|@1)JbzULAzi`L6@3Y)VwESi$2>EGvLE3*2+@(bE^d@JT1 z%MdxyBmT=eDq)UFPF3fJjXRi@*$N1HxB7lKHSMX9=gFxrl)Q>k;zKH&_O0K|Gr^^G z&o3rvuTvj3F1&csYI}mN{-eLOI9}RLeY&E15-$b79`Kw!ECgS^`{bIwuvZ6Ot~c7FBYnL?;nG2g zgf0Fbode{ouip2m>)$LoVWGUiY>sEEJT=xmsr`DgjyYaZ@r!8PFRARj)6Y+N#y&Q* zKhAG+@|nW~>D!NHSHx^uaP%7Iwwtxghvkk>d^qDB-#K@mvc~*|y;(uC&V5~GzH0B5 zKX-ooHQ6_J`+b`WHXB{?Hcaeje0qKIm8;X0&UD-D3*?xwklDSlE`ED&gx=q&J_r9f zZkLPSGV$G~A5V{++%Wa&k*A#NWuJ(aWMzr|c#w2grljUlgn1y>l*Nnkm2Pt9n8mvD ztYW$8dhEo!6CIyWNH{VvaX^S4j7IdNS_ z?x(TS9KFVj51hKn%p1fFnpbn!%duG`n{T@xG3k@o8I4l8+I`8JdJM1O5O#~S~gWnT|h2&NeF}n$NFX z)W0h?JVp54^y+p#L+QN-&Nm+}d0S<%u}3u%eoi+(#KbHZ`#5Ccy7zQDHBf%{+#ptOZ>s$qn9jq{r@%f z<+91zj4XOb9{l_$9B^!({jQE*JLSGcKDhNh`~~X*=^aL@%j}Oi+vZsR)7jx8xRq&J z!WpF*f7S)Z=}+5UF3_vSIi2y!rMq6No!ahcDfH3b(C28R!_+!Xvyz$O z4Mt^KS*|gB4Ls-j^XM+$oRS+$eBZ1~-`vhTb;`qUX|`9zowH0ooMpJRbfW$H4SWC0 zn&O%y{>ofx)&u=tXO@2X#2jeT{r8cN--IF;R#X0)Ec8Z?AUKe&RQ|~lWX{+e` z3#{!nHj_EBmK{$yydlg;Ds{`_W|mBWsXW{Fbsb*V;`E+*q2#B&hTl{=Xy^-1e(1c2C-Iu~Es}=G&w8T|URxRBFwe5UL%u**(&@YtGLdr*t2DFS*zd zJ$v^nu~`=PXI9_QPTYOaF)Qc#if8}KD%d?79Bh-zG-hyY)68mn{W9n6hNm0Za)Tpm zeq6a%`}fQj&MzmYhbpY^^C}Ym;n4eHzi7;gIps|CQ@P5v>EDgm+aPoM7RRSFK7}cY z1uJac8yG6}ri8sNaoK1k)qP?^;N6h6d8wxl7A5O%x9{xP=xh;w%f?9m#^c~gsEmd7r z>uFZ1#yOekP{GumD=VDX)U00x*YO2j2tVgymh$gVjE;BHvZrmGmrtB9u5|wTJ0|t} z|CHQ@rG{E%)qnq9ciz1^ExU$^xi|GfkBrCk+PPIfw?dgJ^Eq=3#j%L>{b3bt4|H6YabN{Pkb!0!U z*~m5T*pJZT3_dl7XI!k|GC5<+e{a9cvY(D_F}`ZDkG%3!e@D zM*W-o_FbTYLeX5S4-BWdmrj4CwOmUlTm1H;Q@PO%v#u=dMu7epWE`?mATab@Tq@hh8BO1+J^V>+^XR`E&fWTyt2yVS8*iUu5*54}F?97N{5O zy~o^tjs2a;v0$~va%Pua&YKHNHadqWmAr0yy7rA;_vDbL-b``cFE`mgyQ$;L${oCG zj<4Leqq5uYRq9whIv&{B7tY18=i(1;38#*Gg`%1Eb2k=T>RWF8F8IiuxqUlc%ng~z zzTwO2|7*=Ir7YRKrRglsio;dEPB5P3eo_}z`6?+wD*^d(vW$Wi=k3iWoFHnKtfE z+!QV3&{X;~ZblDh3#*k_9P7;AN*(VvbWB}t-LAE3%E9-VvJQo%A41gbz2n_{|Luw` z^;)enRcq#|+!we|w4kzBKm9O&!3Q&g^x1uKMZE{xr$G)k{;Gy!WI2)x|qL zn_Biwe5*fSVW-7p=^t;dmiIDlS-3uCsW1m;EZ6>7vRgfSzn`v5o2VwO6>QGmwkn9J zV@mOtsy(M%zdMNeB>%AvP@Yp~?S4sWva_Ylw!pqS>kcI~+JS*cIApSE^h+fS!qZgyYrk?OzWB~=X!%9m(s7zEzp$y_2}pu$HOLU;ae3y%)Z-W z_VmyxXV14BCzh)?Z;w0sE3M_p;gW96W?sg&x2(<+Ie-0f=&pQ`fAlfSImVsyrfC0) zeOI`r=|)0NsOjUv%<}kW?2F6V|5;f1Zr*U{kKF7TAGB}J&3fAY_{x=wHOu>#ocVNI zT;teX18+{9XPiEh>O|M=xVdoI*R~uB4VHa^4>#qyMd~hpWXTpP&%nWF`KRCG*pyAn zes1$$aYS5E+%l_^S9<-btf$vhm^X7=eqQ|1EHWo|hEAPdzxK~#28^2~O!&VolO)|9j_i&PoVdw|ic)Qu3Nl5!XNF_QsyR`Sp)zthU`mAD*|d zA2-}I>y`fZp!LBukBOnR%u9r`Zf7*Bsjb+*VH@+tjz57aZ z^Tmo~OEaEcx%TP)(=sI!yYWW*Nq)!aGr``wb%uiUYT zNg8|i>A$|wmvd-Agkr>ADfM&j%y+!gl&-tu+djGeL(AOVEE3vx7-Abxn>Op+Kc-Xvpzz_BTh$vbuPD2d!?44|R7vtz=WTDz z`oEi&rQa!?yAdSrShLPFP!MP*VH^f zerYJjg=3SKWkpU>_uxBiZX{E>Z=$W0aQ?5iC$I5G^+a4W3Hsi9ChXXUMp=^r4MWBg zAD_>--^bswRqK|aUiWX!v^ldqEtqO1yY}04RL}HU>-l}V!|}@lHa#GSUN5? z>`?!6x0J76!d+;OO8kthg~IP^Ii@^qJ^$A2&-rOn&t*yFeGt(sZ0E-RXU}b#B^c#+cDK`=^o!g-M2}3Dtm^%t zq+@*M?>&?B*Y)w1p+^tgJCkzj&IA=V4Xban|Hi0h?{1#;e#Kdds2PQN#j)(1XKr<; z-TKFOV%gksdyb4C*EJ3~3Fdbv$rYSm8}NL|gS%}1&U@@%QJR#`d-1}#d~u2U)?4n) zKXz*Gv)cdPX9}I~wp=0=KRY>=Q{M3JG*zh<4#h(f+a+cQoXudJ#Ct?;<)fL}8$W+t zbAPr$*5-40=3BRN+zH8#OJi+5pR#@X>JX7Lm(987ww*aOqpT=R!u#xxAHhzySBP!7 z{$QKP)n~JE&P?tsyk3{EQQCo99A}c{Z)Py!*BN z`wI(qxXXTGKCG^`?xDPFJ;Ud?H;y`GhG7dYimvZF967z~>W597p@rLaPF0>3Cs|lh zb473J{`M$V`-PrQ*qiQD)ISlkS*ZW@9OLfQe~T=tTFTT@=YQQ}HL2d_Zg+gho-1tv zZwey)&#hHhN#uobztm z9=6IEo)-lsbCgG~x}x6URCsCkUBL(Z%Y#dJ??j}$vu)ixV}{A+!sho1Hwzy)tl4WC z=E~IBeEW0G3dfn(mh8&p)pfU8W#xKW>0@4NW;FX&f0KicBTcjN4~OSH>WFyG;qEp+ z>3!DccbT-6B|E8;4jawZ-zXboDQZI|Yx8LoQDR{HzaP$x&t z8IkhR{SwDGuKbSBTe53@u*zt(eiUfQ$rYRXx4lgH_kYnkUvJKoBw?eESR>DjfbW$8u>{nRRkJB+vY zbPD-zm9Q^yJ|)SxKDskBZl`Hz+PB41)*Z=M#g$ocLTbrp1Czw1bq;aj2kd^D#ML!_ z-w?Is);#6ixltF4dSq@-S;4&F=)QG*Ka3To6xJO6lCMxB{F;Bl$JYN{F(z;Rv^tu- z{C1pgci%&enM+RJ{kMbLNtCOt{S0SGGynI3nFnqNy|a>!7dx$%b-Byt?bGetj&}?W zCRm#Y9G-UNcyEJO*R#qyk`n$-uiL*I4)Ru8`oH1yU6BWJNx8r6dVea#-b;D=^~9fR z{54k=UQ^hb9sRZAO2l8+B%R+2RVsNqPTrAgEtvT?dijJ{Pi`6OwiQpr{`qd{uix%i zA(HSW+|qn9gU-&Lt+!4^PHs;3|Cz-xGt2^tp&7~O*x`J!grR=@+`Q7Z-o?CWy z7$_Id*p{|y@sz24MT_)Ht0(sGIZeLQzr{ybH%)wBMyuo->>5t5`N_4i z0`7OrYWp2Om)VuB@?)+_?UG*g+reS;BdcZ=ah})|o0N0L@g6!VtHK`W@=fUcu|P#) z%d))lvNs+`Nygvb(<=J2<~Zk76MkbYNr8ByZOq%Q-gbI1#W-ruiSJIYSEfiTkD7ai ze+x>@uU?OTJfTTQNydNDj~O3}zgnHTvSsN3wFi5WMepf}9ZC*~U%t%jgGF#VQWQrw#ve8l?kKgs3VLb1z(&3sw+zixY1 zu-4?$%&WiuzuhDJs3ZHg;)d1#onCdQ=R~b;+_mvYb=$cU?Y1+c|8Uf9eA^Ov%R51% zXhO#to>d$Bi;I+>ez}rAZLRoYrM_DM@r)wB*gwgg{yU%P$baSgmeD=cOV6&FxHkWE z{)ztIX7UqvADChDL-f1fxw2D^aG^e-B?$ zZ)VnK)%$Hw+5YM5t+wDbNt@qT?GiuzsAE>}$*D32o)l+=Sc)s05}fyjXWAXNX-4nY zu3IYixk#2LHM~W9+dt>MQ(tY=U8T#>`l-&F@tRS_>*yJOUAA-1m5QG$St}gWSbz88 zktydR`Cb)#`jKfjd&$p3-Wg8ee8&BsGEJ|q{L?aHF~^>nse9)+wJc=xvM}nPCg z-h6+?vuWE_p5HP5e}H>Q{Qe5LJ%=0X&+~Pj`?XW;(&Q$4xBU+z{cml_Ju`cy_K64o za|49epI&w3=9=xc3eRK0BlE47RY{0m6fAZ4#~R0Bvx_tR(6N>m-bfyhp5DrG8?jKF{VHXn$?J$^1uf(PV$d6=oqi3Wq1}%d>y9o#puXsb7vw&3@AK zB)^E|(^Ia5?-FzPk9_{1sk+E`hgEHH0-LX%jpEYZ3(EwAt2vbzGgoeVrB^X|RsZ+W zPmbNu6Spz$ocFwY%i@<7I+vDRxbfq?#IMl1p$Xc@pXY?l3|Z$AZ=v~?C(q!tRrmfS z_x!ETf2euRo-v*Kpzr$ajofq6Un~2i?0wSd^LV~jz20o|&*x?L2%Y@ewyu4C63h9d zqnBP@aMrzaInD9N@>gdkZ@0PWa`3?FeHDg9bM8Nza^uI8uHOp|C(N?8cdtq>KUP1* z=jQg?9DVoGI7_1s{rVXjXKa4x*NSq(yq9OXyh`7iy4&V|>@Tt9I|PSU_`-$g2bbj4w}sBdmfkh}x?PH0ad{sK$~$f@v@AJiH`nLM{&Ob!I!v>5!fU;@>^l8Fse|2X zc~$qZFQMxfNyVI&d#triI4SDsTdVoIvlkutZeQxWW^1z8*8H!wAGR)2T+Gi@r#f+y zY}WbbLbK!?`y7p;Vogg{P3Y3(GMl=@n00Z<`(=~E)4aJCWvs6{<|grw;mvsmuQ`_) zmt8o@6rkkl@na|7!7B4DhaE$&-{V;_zxa~Vc^>OSTvJv|fBJn|+VeGAq`fCI3btNu z*d7wDeIvfYHca16^h&9ODrf7{Li-EzG#VCUTow3oeEYi@>$k~F*!1VSvukrxNaPy6 z>@II_kNcr~)yubKg?*KX?v@Xd`T8?mIwNdRbw=nX`4_)!cV}?T`>CsYt>o)kvG~8s-@l?g}bkF4I&wh3nzM9;fma%VAyRd1?rCMndW{Tuu0!k(R}Q}_=| z|LdM?UVg-7(zCS1)17UiZ~mCJO}cI4G`^s{N%HD}|HGW6Ba})DE}Z)MS0jX_XiES6 zwd_mQZeFt2Ct7g zr!U&BGNF!3Fwo)DXsrRPP@iGJ2ingC#Cg{s9pm5}!pJ|50tNnSr%QD_L z?Tc#-w(eSXdgP^@*EjjXZ;3Oy@fG#|$EOoiiposTb}necmLecdGif|H_>XeBbsz&wABY-G^tdGUk{Vg_xOP)sCMvCv22# z<%x*%y*6Rj2Oh5AlCE5v-5YDaS2bSPDDmW^_LF~C7atE*-&B_nxMcCxIn$*rR9cTF z{XMu)Np(if)MU?BM=uN2HpomqDfRC)(+rz%n zwx8Qxm9#s`IPx}+)BR~xyo$jrkGmOD^((AzEi4z_`$%k=--a)nEqPvQe|qcv;rAmg zmWYJ+;swDGwiA!n-kWC}GHKy|`;+TxRrO=?XDxjzbJosi!aJXfv!0&quKe||(D6>t z&fQCR)N z@bWW1lt&^TuC(*->9U+sA;YHFO> zZ65!7<+9rnS?Z5s-4E*bAN#-HV~karbI75Z4m0^HK^iemyZt8~SB#kV_`)2S6^dK$ z7rJR|io5bh`ezesip`bFTiO-9e}(D1^#0>BVUAqP?hir*wjB3PKNNAh`XgjnMZdCm zf<)8*_gBKV9Y0g{>W#BFi}AAM3(nh>{>z+ZT)t#|@np+I>W_0AEiDget7YiUyD75w zg`&T*uj(76?%i>57i4vJ*y-JPX1_Li)vKp*6JGGLDL)KN6AD{%S&tz0!3F=%^R%ga(tfEgBGz`a;Q2D+Z|3hhw@1ro=A01i(y%_@ z%Cx*H#A9o{tJ~`2>X6jMGyF16>)!QEum5M4QFg^~y>7tIzNvvfefTv~j8{p`O+2;I z=S8CK{rw)1XBFaB+DSfMd*kDVOE)&uD?8jMdZ#$$hNy39g3d)JnJZDB$~1N3bjs$| ztjm13ZNKHzenF9f?9D58`uDo|eRKK|x%iyl$^@@u6A$^4FCVnF)Gc{AFTHW`OJ-SX z0gErnlQPz?+g7GBUm;|-DW{VJ=@SFdqOopqu0-Sc?WDN{X; zcIL0Rd*}VpkAnG|rad~iA!M=ea_hsIe~fw^F07I;lui!em})a|#$@IVhwj(!s8pI3 z^QTn*!Rb5S-mHBYF!Mu+{lSoiEq|F0I|Tn+ah?C9&Cwe9Z4-a-ZMfaQYBl@lhX-}} zCFf4Nr3L-E9s1k-{Ra7adzw$o4SWCKP5kqjuVOa8+w9yv-P>)MXsRot-o#lBwan)e zoY$u|1k7KrlHv0ppXE=}{^#>-?rhIC@rk%=Fn=B6uK!$TZH_u@=H6RatDnERim8R` zmEM!TReMbB!rjjPI%hGt@$-_lbJMPA-9COj@?O%RS2AL2SOS0fFe|S+o%4sK_DNaB zd&7y{&PAt+?tE0r*!kJX?9wZt51dC&aTV-glnZ)spyT&@cmFrLV(NEy+NSOn`(d;$ zU00%`*hC=t>HT@Pr#=;yP`ULhl&kL;|I57JONFi&9ucf+@F*=wsfqmR?eOv6_Wr52 zEd8%&X~(P&c-+ISE#f>- zeg4dvG|hk>fHH} zdehHwWOpC7`&6X!RkU9(_kEX#T4cLyhtnmQc!Lwoj*oU--QY2|_|v}E+g6$1e!5eL zTj8-v^F8jP>%DCAXMNzvV-bt{>D}`Gpr-nS{vwsT?FV~xIG0Y3ZqiBGe);vXj@wzM z8MiN6W!L`PPBVgW!O`WmO^8E&Dd)^x7x`Y#d1vRj z@ULQdl>eJu0Zc*6w*Njz)C42qtKpzn4AtP|5ja zK0oiB-EY1XCV}O3C29<8x9T>341SgMRq_Z=XS|Wsw)68J*c~#s%*DL1c9L4H z!TsG)EsQHq&N&`la4eeD_fBfj4dxYl^QY{(YN~NuxB7wvGJ&xi1+k}1B(kXS8OZ}duV=PTP@EUBd<;I z+~OaWzCSWeeuA&*U4HYof!tTOT`fPKJ3(3Ct7E3`+-5eRYp+DM2?XB#$>4b4q}!|9 zwM?@6%au+QP7qvse)fGfuQ}!OZ`KEEYLhq<@%suOO+HD+Hqkn%r`8ar+PQan9 z@47!!=R4@D-`GC8eOaPpZ$RNp;VVznSa$I&KFPgj+Wdc|BGY3$FjQ zetXwD!p~lH(RS_EskKQxGq#*gS|)sOe_Q1zi&<%JmafpZU(h&n=7!hHww?Lbdf!5( z>z(QiW>$|^)kkmE+c$i&`eP{0aArl~()V*V{MEf0`DuQqf60S2+LG_L9Odd{ILEc@ zL`7NsEdRp28~v9{c{vAfTqSlUX6cs@@#N5_nV-@>$viI9ab;)SVR3p73wN3!tJ#8& zvwiY%(x+J*rM$DsB8%y`GWXmMUi zMfN?$qidTd)pT9FWFHY}msP#2TauA^r_#blt1`WFjW$UqdO!cwzF}GMjmpU?)Bnjo z?%4Iwq;JE%2A0DM+Ic)Udn}FwzJEQ(XV2zmKB=}#zBNWPviN>4P@mZ&sxS!cWsg&u5gyoI2wgQgzX%a~%mR$PsQf5b*RQ;42HEY|1?uF)N zs5r28yn1?|d;Qz@o@}2MCmwxccdB%EXJ&c&C7~-#tUoV_sVz9d{&VsLm#C;1pXr&d z>zcQ|eSK!4<%NF%&-#t?vQGSt4ZZ*6j?rzqM5`&*B}=?SxX-6>uT9?ada={FtC?G0 z9_RGBx7PUBgP=Ahk^Mz;8%?WEPC6g^@zgY_BVi3c?sjaPi=%DmcWt&Rr z8xQI?%$Q)YNagAE8~U5l*xuAK*o&7+*v_(j{%^LVzjF+a+Ra7grISuP^0Gm1Ap_OX>Hwj#U{4_nXuj%DkxBa_OgCR{ZvcMK@yRMmM(V=fBVN?+xDY&9=AE zX=lFmwE459&Uw(iaMG`fvtO`(S)>;d)Lp;y))FK8=!~6NiZ6G+eEYX3bj!V4Ni%Ns z&v(sbsD9sR9u)n3cEjgAz1PDc)q13!>{-fcY|&zQ=HM~@KQp84O@z*uyWD)l`}_31 zO5gn~UqoMg^xtz!KK$o~_fo-C77e<}vXiE7aJ_$g7T43csT)$HQv3YgeN%n^<@>J0 zQ_KqPQNJ5+e`9>KkN4<8nO)0wi+ulf{G8L`|NH*F&0;p;U`S{#H|9^csgm`HBQT|R zS5SXg=Ms^0o&PI~`<+71F_>(X@#On)KI_#C25+IfQ+^NcE;;(r@DS&ZMXDO5H&%Sx zs5q&FvIHlJZ!sxbb8CwZQ>Bquh%rlA!{Lb%TMepTcx`Pw z`sKh$NhxPn^}DYZzo#I64>^?uo@&3lz*eGGUQD77p&WSi~Y ztfcS%h1-5a=CO-BarC?UJ!a3Us*RRuZIS=|Y-36!S9LX{2Th1QQq8BkDEM^9PB$6P z#Gtp69lP&J%{}(#*DS`eIq6LAYhOvcl*wY#K9gD03^^lWVwub=Zr#qo(}!=LupHE#``Fi5zU z`0MR5?^|~CSIhhFybC5yO0>}z+FrMULr-vBmgJ-Ll59^;zKEE)`?BlhT(RkL7kXn# z;~X+iZklE6T~H|5cv{G69h2;nSu3Lsik&}WvWoF)zLr`=^tT^R@|>RUUApS7Sd!_N zeOvaLzqmc;*lSM})BT65JsYHc%zV&(!AA=5+m!tN&iv@>)T= z>}5dB#G`849=FJr)^NqG-evXUeD*cd4_s>|Dy4bvPHac;VHUH$i9gtQT3D^u8qLU4y9~Emin|o1$9{94slKaq+Twce4oM4<2D!hHTTb_1 z5!vt|DwFy2rt5`T%2IQ;io4r;uIigL!Rl5kn|0^rGv91`Ppz#yu;}lUss|+{dSXJ1 zf0n!o&#}0&{n&+>b3z^R^33}3{j!#2uIxJca?R0whhBev_D(P8$EPcQM5^mMcCTb# zq?J)~d4fe%$_v3*&x|=Q?9K$0`#w6Htyl8wYn=Qn!%vfx17-->GqIhE726uM>v;QF z3wC2;N%ILiW*XK`om7;uyiKv!{hHsBZd?DCPf9PI+*D$FKy_7dPkG+sx#DFr4l<}D z+>n_tE6++~_3zK+^TYoC+SDB?tQWLy#w)+VhSl0GPu5w8bwzS%devN7n%lqaDCbH> zZlyJPY$6418bQyBY8EtASEnA_qjS_k=k2!dVq51wy}s;1nx^|)y~qBoC&HGfEYvIO zToxsFx$kxC*Wx1&57{~1e;w;TC8^+7$^0XKX7^r+ox=C<&UJwok*bm>YXk2la+=&; zyCvtv#Q=)--bSmbag`H}Aj1H+Qx~{P#!ij|DBhSs1WUF~MrLk7_}G<;wfk zPXoEk?#`0-5dH01rs#Za>2J5wYgKI$g1FX5YaimM{I~h^XO5PcCf8zGkpgm3PvD~s@LaF8H{nW)>eW1e0r(O@sN`|iJSA!JDhocbo;9VI^Vo_)4T;49gk?8JH39(>n-VzbE=D)ue{%<&BptM zVTagG4yhdbypT{m169`qbX-wR>3bF6x_@oYjpAoffMP34giHe)Wr5 zzxGbwjNOvwAIouVXFhsywx%)bdZTFt0kzjYefVdb<1OuCn7?Ayu{jo22G^Urq6n`*BP3!aw~9cqyrS;wI~&$Ds$x!)KU0 z*mmUIG&l8+e#=;2U3&kt=v}AG^MDT@J_RSNJkAh0h zTYKfQO}0lZsPFZi{&jo6xAjVgrLR`qdXvpyc|d#XZ+pe}To2tZOWl5TTs)-Z*5jrZ zM#r|5ismex@GQW!@8f@Bu|48ioacxPCQqoH6Lm9z`kbNl-g)!KHU7faU1yy2SoMsRO;vF_XAnhUnUtq(l|%!*0{jPBg{()#_` z>@PO=9$MdzoOzJ-S7WF*W0>W^bFNH%HIuJx;|TTl?k{tEI`OFw-x}s*rVTn?UsqXI zYw4N0|6bi2dwAcY61Lao=bKpl&-%yuNp+m5WPSd2&fBXuL>M2nPugC)d4F&FYq8p+ zwO7xxRdGJQZ)m7#qr`AK=U?^iYtzgAo=8xV72ou$Xya!ydxOgA;>MDbm4P+tvc(!X zTVk$%FJEg};^vfh@_35HyR!M0v=2{J?vf9<{_xR^!s%ibwBR8ahst};qtue*V9XSP9`Sy zmG1p(n|WGv`+3QW^EltLYVOkF{*ra0F?X}_E6*8Q3f899cIK&z#2n@3X`ix9)aU8P z2C2J0ym*9IE@~%8#@|<2m0NSubW^wK;=>0P?U3Gfpx~Fq^^Y!Q`JDnS8FH_~GP!C$ z@_#c36*wPz@sf}6yC0KXB%g`4PF|VJaDMZ%i^1l+_0#r!N>I&izuP+T6`zH#i0Yq0 ziMqJ8mWh>)>%A8}jw-G7HGXulOuKyAyT&>E+eH8FoOPz0*=(Af)#I>lc(41|6-f?XU3;H_HXZa%05l{c`&GVnd#DogkN!1tgO-Q zJNDUD-n~?)aI<6H^`LM`#eB6BE4<9_nmYC#S3dV3KmDZNnl2I7S4ZS_I=^)IC8#tj z#=E&X>HNm|5!a%fKN&6FtgY^?Ssl4X!)RUO-uEAW?NOj`aJB2j-fDp^ z(=E-8;rkz9cJ^Y*t?s6Id4`{tiPm159205S>gOwTMOtx-^ZL1K>zSoi z%H*WfBz<@mTO(gy}}<%Y#=`Cfa*&UpT(*__uhM z?GZ5-C%CVyH#?Ieq%)YHPS*P&L8|QtzJA2M=+VCsbSV%A> z?4dhTU{08qZKCVmy2`h+<_5g+=-ej%)8xQhs}%+&4;t-#UoiDN?U?ePQS;UkpHp69 ziL;Yl`px^W_LHwr)cRCsl^bGp-KX=iIX|Tr9?6^5eQDFVX$#NJ*l_OptdIF}t_J(X z&-iRxxldrh(@B}v%Sy_t=Q1f7801Z>eW9sSS@pQ+ddJi1;y5eoiX(fCFLc!8x@O%t zS?iM=7`fbm`^&~XHqK{K?k!FHb8$}3th2${N|jB8=O!KaoAjmhvpG|@dxt`0!(7HW zDh|IprgBNyK6Fm&d$usvVx#o-^}F+x zxPrWVUmCvKdROy`42xDmK#+OA;`Y_?bC`PqOw45)-@WUKtGrnis>e37+ci~3nYTRj z>viFylLR01x1M9E6lG<0O5eq}u#o9Q%Z+&|Uw6#xX)RxGwEJ96o1~)1B?rr+J69`| zF%>n`$j$H&zk4%v)xL}Rt1kQ0N~W!0ez(;7QG>EW>#`b?=94$i*%oKM%CK`f)|I~B z_WWY6B)3J^8Yah9MceM2@m9Z1&hDMl4*}6Qj>lW?lxgigmXX@vw5r|1J7}S1%&v;L zj^{Y%1+QBBy*BmPYsXZDyf&2ww=JY~mxR8lGYl&$64AX`r{UcFU&UY_i~f0@PSH$nOh+LRXgSBf=yzlzLni#s9M0@edyqO8`FQ+xK>H>NaVHd+q=J7 zSnImnic9xx{&v?iTv5C&*V=5W{e8FemuszO9||U13Jz=ARIFn9@ngrz_@t00$>Ne< zEnXznF)TKmcdzQPv(sJ6-`n_))EHZaSo5=$Z|jg1`yed3v^;+D>7BA}j@3QJ!RxMa z|M+OsaLxJ4&tK6j5mQrd$3*bF*|c2MWoq1o{1>9HE2NYcNd2sMv}oP8?h~)iDMv)l zRG!sYFtx_wNsg?$*YXti9mgK&R_*XQesfFCxo)8Yy?JdnA{EcxXZ{iNTrv9c8*3l- z`F(q%cKwWbB3ZD_@Cuh>aR}oaeTF+?1kwX`;_;$uRmc`eO5EgL-WTO z;YZibc-ZqFVO_|#UHs|ss}*G*Yb_@}411x$;2?0>_Sx4t@9PSlzHd8yBAu0GZk#|$ z>AQ2+e0RObwL2oU^@*zd%^(F41sC@tI(9Fko}W|E`rCY~ZoBa=;bxxT3CVjz%53x| zHe2UBbNpoTv&SfT>$HW>dn`Am%zED%JVCzH>yDy`>-8^|Tk;it@n$?+yz2cikIAZg z6RPgq7M!TKZP8Npqvx!?EX6>0KwdZGAx5#ryeJ+g~-?tX-5H zyRETFYWZ>Q^SkyL&E3Ut_q9vW{_<>{)U$cToB8$|OYEu%vtA*8+(>!~*Um2Y%Q?4y zwm&q`Gx~J$@tohv$8rs(7zcAqV3AAjaADEw*|JnP7R&$Yp49`QRdm#K#r>pfjN ztJWspVUf#{&8nZ*SWVK3oLb={wSCJZRT*XPZR~Addj!Oi7x+d=S#0|=Y4$IcPmY|9 zGp4o7 z-4nyL+wN}S3&-M_$@89tOr4tX*kSg<6`g_A`{wVxTJB%-%O{^lbl2`1yduf&7X9~} zw0uwf534xwd;hZwjnj=&vMu~V)Avkjnzs5u!92~nxqdhDEj5nl-^mR>{zUtgPvth& zhmxncO%#*DLX~RTxu+gr?ml%R=+|!Dr~``%w9F;5l5eg!(dVGq{dQhjkf<|X@Qq*6 z23;`$k5&usyCtPsc4E!<31^pC<=*`k8?AxeuC-ycM0~F=NkCyCmta zlD0b+CLLA&ShDKedTnR-yK`BBnl5ttcqkM&-<8``vUa}E@2Pgb9%eJ`jJV*eSa(!I zWaYOE53b5bmIW=svsdIcpIWv#(C*x~=O{t2af5hYd=`FBiVZABC@{{j&w!IZ-Hoe_9mG6wJsf6m^%;T$`2d)b+>vg!(IVDQ#<2HZ&yg%wr zeZB16>O2bXS8C+cESOgODrKEO%$MAlu*vSv-_DMGYG&CfEb(Gt=M$ra#Z%A86eOBD zzj@@E`+&*b{*)f?zhm25r%UlUzPlKIVXb)362CGx#ssC=J*$p-RNS!Jx>VOV_)G`4 z`kmf`$x}bRO}G8H#!_&@`i7``7JX;bCubf!!t$1%i+NL;$;Ug4cm0<=PIgIBWqKHX zZsLnX;}V7jv&ES__n1%IJ8qcR+|4q7qVs;P7+*!-_-9&0{>fi>&T{1GFZ;RhQ0~w4 zxYLtwaQF1=eL2hjU)(QuKe2b3XLEM8Smqg zTX`k_T6+Nh){KCACwA-KFOFw7KYr~|@B7~pV)^eqEu`(mQrNG*a?D;h?{J`jwaA;A z+HB$bTbB6D+b^f_e&3=U2fVcRxSe+qT=w!jqrBoqA4lmQ*V0~lef2247Zt|%Ur|yt zsDDoS;b*>~?2qi%%;MqgitoH$JKgI?r|^K zx+f%8|E|GLCFcGkPWzs--G0OGbmah-)*`ddfBsqY#2;DhSTZ}Lp3&pTROX)_)GQCI z3tBGuOwpxQ)2;00%qvrZt;PI*FMnOBwU6_6VsdA}k&SzfnpoXV$&9?Fshf9YG4s(^ zx-rMEC^h%EUc~?nz1*s%nThp{4Z(MGbyZ_+rI9}^F3K6C%;WHx>?z9+G?iH zR=W<1=dTVqpKXcE(_8-W^<$p@AtRW3EK( zhu23%g@0>$N&7{g5c=z_*XSju)@RNWF#C5-?e-^}d$sejBog`$2`VnOE&Q^?FJ7W& z&c8{kRSzwb(0MsM?#C`W>#mN+Z^MHV9#2_o?)fQjwd2mlGoFXf)T|M({*$Dl+Vvyk z^CZ2sB{P0^*tT8C`S<#q_Q!*TrFV3HziiYp-EjVZ*`61dZ)bcvEc)>QcextV>b`Z) zw41&h%6y){`Rb`c8qc$I)62orE-i9$d){sM`0k|F$N9xW5wa8Tg-?(%@{ zvT*HJ+)p*N?rMnHEL#%uTfXt4u6KQFwX0{f4a4k{d|x!zWiL+q_D8rkqvh$XFC8~k zo$?-EXJ4GTvhzU6wb*@TOE^mIT|FkXU$yCY^SnuGp1Zu7u6i?`kMm04t+lLYi@ynr zs4k4(|6vcua~TJ}RhG#;G6&5xYlFVtu=in4<7Szzbl|G1d2EnX!#Rh~x-SLP9#7JD zQEOZye9@}R^qTQQr+IfC*Ry^wnGzeYxb2#MjO&>=zY z?akz<$lP)A+lNC;7SH0=Ni}CZRSu8xvrX2pVLg4u;EYgT>|2@anz(fzO$+aLZ}M4w z(E9e0MY}&s&*k3u?NP>634sZI1q-u;znpKh_=I?P@ z7% z2iKmlGc2AqW#d1il}f!m9j?NYJxXQO?@O!Tso0a) z@J5+)xyi;ALb=c4KlkY^X}VUwT6oUXoiPkfm1!@xMOmLWUbw-qN>fhM$BT_XIR`IT=| z7mC)hfC8yVH&@oqtM5Amg@fXwxe1aMmS>)x8qg zsV)uf37MXc^X}KLyR0k5sO6Mbv@D{*Qq_&)=kwk@QFC`6RC-r#^(!}I^_%uSu2tF3 zI#Y5kKYjb@clp9)`)oe^YZRLF|E$BF7iUENyu7;0^>2dF(=P`K#U@{xyHZKnK{ZH@ zTU!6{k7~xqkLG)y6fAgKSWtVS5qj6ZoA`@Nc`77OM0P7BD2kbC*!hD^!J8B^TXl&$}M ztU+mg(Hf4PSFdjdcv#pZo~#cJ6w~2qFKL`^7AvP+me~Gz_7mAHxBnjaZ^g5T#il@O z(ZZIqFP|R2w(*%J<0Q$c?)Bc4&3)^;akJE~# zg|(O3tG1V~H*4<*Y)Y~HSP{a)|LQ~|bFat5sZCXz?nu83o|(zJU+UhB>eS~7+r*C_ zYdc!-sATrD5F_Ifn~iMocJr@xp1hDcF=y_cTVdDJk1Wjz{32yEuf<(LdesKMs5XZK z^0K?!JrAXY*~T9D@rQN&{f>I)%Z6qeTjnm8?pHC-og3*LD!F<`Cl&g+?Bh3HR z56`yOg?^mVt$OuIc_63si8bEhzxN58Et?&{c!WiC@AWIyZ!T$t%HF&txu@bE`yY9kR*V>Ss ztM&`GNl!?2lH}fePRE#KnZfq-;F{)78&4;z@!$FT#@M&x2kZTPa;j|`1^*{0o!WFV z`JUDdEu*ff71QGE*GpQzV(%^OE$Dt7D$v30vdwX(ENe>B9v;~TY7+YtHK$va>xA2F z^4D@XyhL7q(J%9mElzvXG=qDePfC90>8G?{%3RitZm#3=|E3<_QhVt8hCP2ZPpr!` zO}SRH$IYu_)=}pYz3<_Bws7>^Jm8gnGFX#U=uN`jX^Km2>gE?Ne($faT!a0UfAH-T zcF+Cqzf7q9`p>p|SLr=IM;FE!SNt}JCg|_~H0Prtzf0qlyoIgmVb^$0Ig9m9d%xtw z?zR>09JifZ$ElWm_K}%Qwg1ztF~{Z$|MV7LZW#HPldHvk@qUF>0x#;9Iy~Jh$ojqT zh~oogh97-B_O9hdJx|+?%zL)E=SuIgoAWYiZ61cdc)nj^iRSa*!;uYjj<# zoLY@;zR1`9p1&kID(&ob)t7HmtUC>>Q~4GJ^fa9?-LCYSJ-9lQG3wvH$ltk(eH~@J zrkZ=OEuI~-_qdj9*`^t@4qUl(Ea0!23BybAd9RNpq$evLz0l+~lXW%Jv9 z`21&Eozyk$u8d=?PyG_A;^s*9zh85(<Og{_(QqtmAXN!})R7 z0}8u8T~j+h@%CSzR@Xe%660mItd%czt+KCjZQr(U-<95^jpvNk)&5HTT5vQg&E)^( z@Fg5};uj2)tB?Lqn3ylEsWE?1d}ONlS|stSkB#*5n|4G z`YFe$fLAt)SA1>fiG9IpPqWr*Mt<_WZ)203S0QHb=X}e63-t(w9{glhp?HMI?J$-wpwVvT!B5vRk^oxCwKF^)6 z`@g;RJCedaf2NVc9j)FK57WG7u`l=?G*7W`N99y`*8XI7?t<0A!M9GzZfRC;j@|O3 z$NKElYoGo-n(Ti}_`}RjmMMk%|A^iB^!Rb)S^bOOqxjojOGfSFc$2$jrQL@aLZS;E z_9zOzw%^IlJEM7?*U<)M=kqc?iT?x^ZAke)^U$V*H5p51X_)c4iu`-zvVZ;TD#0~< zpHf$?u(Z@+vQGOd#IL`}=XFq7*6pSK@xA>ql?N`I)c4tv@l!c{>;5gNA6?AMZ*b)w zd13x=QKWf2%fz2PR)@_(FVq>SMD<)Q{eMQh`N5FA7}yyxV5#LY*5Qg)$zkza4rZEq&pE zuaocW<*IGbN%}IS+~(cPIpUKe7vAf=c<+Gwit{I@+^OC- zZQHHs&Qncnza5$u_~6!kv*tB>Wcn87$M5?g(v{qDsV3}r&@zdQPrSM2)&(~+b$r%}&ZfAkVtfBk+ zoO1!n*LI9BaeuclrC9Y@;?lJ3rT}b;pJ8Y?{6q+JWH?>0x^v z|EG4zsI(q1dEc&|S^qJ6=b=}#8e397=60xl{H;85QEyuBGP4t@Eo_~8zj_>5z!Q?~ ze`SK$@(CVg`<$PL?%Lt8ZK3z}U3t<^?%8}lA2g%uKtTmZm-)k&1tMD#HosIe`>32@ zX1w8E)`P6NH5Uxj-)A3vEPR7?#lmF?8QUWN7Ak$&zoxrYnb%}eH6$>p;6~jUp%?LV(y|VUF+6?bUrZsqpTHApSmHzg65~oM%3***d5A zX58_QS_>+!=xuHmw=QU_Pz%_%^p4A8->Cts_~+dGa?ti?b3$v+qK*82`7%6BXFOt* zVwwJT(Y>2ojQqkbt+=yA*Oue-i#J-LtNMACWlWfVlXH&GtD5pN zezCXjJfH6UdBaZK=A+I#4%pS5^qy_?G1c}Rqej6b4|cyl8fwS>esk`Br<5f4K*nZ8 za(l|HN{I=pJzJ*U)ePJewYTT(fqM^L%GnqBZ1Fg1aN}Hi7@zZ3)!G;?o~5e~t=i}+ zP^x@qN$2%vP6wCEJX{sSwW~6|b6X1k$vNG3j4Te`T|G;z_rUw!m)1}3M0*Occl<~@ zq~|d=d|@&_=fA#M_XY#86Q>$jd(W}US3lpGuvYa>Pn%W7o%D+?(=?i7&)+Uxmb9>Y zx^~rv-vHX{GkPlF+|_CQ zJ$CMwGQne)>qAfQPyEmG`n;xy{^$P(%J-kUt(TvZ@?gb>@8R5kXUAW5o~B*w6Xx#p z+el9$Cgiik7v^}*weM=3_Wtyaou+ND=?fKyT_{xIs zxl&q@x9;WLyuy09t?T#vkznbl7lC#!l0Ioa&2s$6ck=iHX{x09ni+GYu} ziMZ9TeAz7YLyE;YuFr2W)BQun_r82!-XIj*Wg>P|eg7AS(lbBiJnfE*KmGcP*v6{l z|G&7~S_GG!lc@dEwpfg<^3yNoRr6FgGs#NSJMJ!A^jGOUgW{ZEgB7_4?B^*YmP@Ui z?wWk(!Rh6RnRENr$rfIpmR7T6?}N;4?_)Vn6w58;-=00S-edc3ohL0D^*Thie&4e4 z`^$;8Z`W~q9<2X9>-3-Hq8Asw+P$Z3LwpYCB#H3w9f2ZE{ur7QS z*z=36<-19utV_rtrSN%X+jfLKc+a@wQ_>&qcW2**w+EjqxYZ}KvO%WqiTx>;pHosS zdZ({C5o0erW$xs;I&bfu)OP%nRN?*d{wF8j<(?InyzY105?}56K&bY)VtqRA#@xFX zHZJIWwbw|vo}ZC@dybvJ=`)(!0u@3R^u2!dN6tA z?LD2htMm^`CeD8;`)*I<Vwzw6*Y7ngo%3eygZJJo?fnZ zuEDbUMN04FTUS-BDIxKN3 zF8IAVwZG-Z)7-|1JlqQf)IzJgwLZE`_+#FtA9{Ju8DqzdyOv)6p60S{hQcw|qjqQR z^tAo=GL4uJ)h`vVy575|fwAI@&9UH|T&20@#dR`!>VA5^DE2(OV13ZvVzt}phuMPE z1m-25@t!6id!zV>)S;{9HB0neaxP~1*-ezsmMVXeq(AbsxZI<|3Rc6~|jciqhm0!y}U#DEU?{#Ua z$P2%no}IcgL|Mvi{it`#%hZWncC%}n&`Rarpk-;dKM8){dpc0c?@r;8<{3xD=FGoz z<>V5vK*5>(eeD~SQ*_h&3e(T{&7Wl`VsobA(Cx2U;!z#Bn`W)(`(A%W>4t({;f}J- zMW4?tS?#uZx>0P%dV@{od9gW{0~+FUlH}P!9=vFoZR#(Y9PhN`%HF1lv#OJ8B@8Z> zuuSA-V6r;!q<5{{zbpD@X8roOO5~8^PmNPSvjmP9)JrT(v_ILlZ27jtqd#_JaT*c84os{us_Wl^g}LJ>{jCc-Ovn15;L~Q#T)K=D&Ww_QREklOJ?upKCVL`8ct;#bvB>G_Dwz)RgAHe*9%*~Be>=r+ z{<6D)@o(mYzt6b16PBxA*O}0q|0G}<2j7>ARoPXlafWNHHmIvdE1z`ESm?#cJb&d9 zVZ|wRp4lJw?G2AqQO$nq@cHdhrH0=^pUQnJ+*DdStK(*K-<3c8@#u#VR_O^Zezi;e z3+VJoNSZatxM8`Y+zhFfjy$uw2ND;|S|PkhuTxWchP!aRVy#^s!;-3ex#tmYkNPb9 z)}8t0iT#Ab1@SAklzfxf81r|RDceu2oyo2<+aG@3vzgiLt7+QPR^!O5%o$6=Howzu zy140q!OTgf6LV}kC+PTg_hQ^MCjSZ;qeQRd0)J-?p4^3?C#+&(|As=nX+ z%Y7GqGwr{sWRC+Yhk5QPpTZwsn(<*39%{4-R)gN5mTsPhy zTYO{EJh2t#y>Dmi4bds`d6hl=pW&6Mytbdz0>1NCKKT-8pPvyRy4^E&RhHVLUu&|@ zpYWOfHv5o^*rf?ilfHAu%z8fIt95xZqwkSENo)HKo`f@g`Y%Mzwf|A~*xSe}EdTi4 zbzT|cg};1PU-?jRb*FUU^ltU@MHASCCHI@}*?H`QroBgg@se4R!Rd9^j6PorZQoar zCVfXnYWwcBF$&)|KX@qmc{^*^CHsbZjjTzpTsHqTPm*9i{Wc}wiLZ}l=O(7B3vVQP zovK%y+0{2C-F;uB>~#Oju?_o@1X}i*Jz13`&iT#9;{C6ZixoVF3KY&u8it>@GfP=^ zKzky~^9@g3`2(K&md(yzt^2UNZ2j?mgZfoPg=MNQjd=Agh0mVdJK^T?eO_NL+n;#d z`r@d-ulD>vlb^!YTeCgy8@cf0JWcv={Ag0^r0=ti8cg47>cJ3h*xp>xW89O~;S?#- z#_!g#U*Ow{?~Z92zvV99P+Iyg?(O!FoPS{(7tUUhaw;gyJ4)>})4_-8MRR@|6~-*>g_yok+83_rf@mc4p&=HH|Y-oBm|ugR-k)u|NMbqY)< zx%Qp!Mt{@&-F@Zl-@kaMugQFuBzd$TV4wd9=Gae*g7{btl%xq>U)riaH>IE9l*8rV zPdi^{I!!&_Y4@^tQLp@dhX;(OM7CGFdwFYqGSBmT@ogLQ&fl}0d3C8{RjZNx9Jepa zpKdcb;cr!uyJ))YELM*b3)(_6+Eb0T?N?bTQlsX3^z-$(hpsG)O66Ua@zGzh-a({m z>auUEKeOlyZ4oz|Z8R_alElW(9I-#e&w3uH@{6*uebDBT9mR( zG&#jaR9rpFj-B=K_U}(G7@oc-tG-F%R(6G2633&B59*$p@BWcdbJTiCjClXXyApnP zt2TXqInV4xSM@qAi8Eat+xzFgTEbr9e?pgA-Ii%JtHmWLxs2xUj#{_a8FLT*`gJ=w z?~1X;qTe?)?l>k#W-MShy{%;8V;3gTJt61*>wKK%RFdf(@n}kxwfF)lNr~W1I`0z? ze$|?>AaCuJhWDW=foyYnB~<2Q`E1}@U}U0o>mS>jovYq2R$jnY;{7#lzAwkhozDbh zmoD#JX>{_q%+{zc2mzoCOz`w zbaDIdwsBw9>)A<$O=y?h-6B;TWZCiXPU}NcKfSC=oo6y01{8@3?tks6BqsYL(xk#J zbv{c%-m(YpD$2x_4d!cKV=wDCyy(`N61W5S`{+ep(xfCyqh!mK zY`XL2YDay(l<@t7^rTINQ$pry0-aV{wJPy8{ek6ujl`)Rk!Zi=b7nY+qYf*_$z8= z^Gnlgn@-uJ>g9(d56wTgNj~p>&cioq$x@;0Z&|+X37K$or{lzne|N6gBD-0C?e>PQ z8z&ssrvFu8ydn3l;t>B<-ow96x=2nwx|1nr!jzmoVqN5t>Dsopz@;1L* z|1t1WVA$G&8QE5o=P!NnKkMJJi?1pdyNgWbDcb1ysYRqfI2z;)2!|%0nwXB~NNB$?rf_(XG&f}lC zx;c(ccw;$7R8ujkVw+&Yr=kZXr7dMw&8K*aCvTXuspX4$ud-i~#$nkxJerq$AAWdv zOJnX%t8Z;Rlb5l6(pC04Z+MCK=552dPKs+cUoW@1^oVV@VW7;4%d;-lPinN1dF)bJ zrBV2Heoy@B(%gDpi$YoXuyVdL9~(O^F7^K)XvDm{N8D^h4@b>r!&<>f`+rVXjcAzq zWL?DKV4ErNCjZjbMHL;adRfhXl9i?2Wa;L2o2P|O=xAIp;kJ+C2I$0%vMfU7dXm4A=A=kVz=| zRuh;eyye#m^*4^1x67+9=8KgrwBAyN9T$@*#|SH?#k=kC-rR2_Pow5 z7S#)W9K3z}-@?=RmN#}CpCIX>mat;u|HhYzbwb=zB2?w?TAukF>T-_fez8=fE3475 z?EFn0A9k5EX=E$-H4APo_NWK*KXkh# zCnrqfbNZ{b%}jKss@{jEGP6#o3IAcKoR#c&ed_h)LYCb(f*)k{iQO~hdFF7n_4AEg zY%8ML&mWoSZC0}3g(d6nE7Nb><_O-tPx)>5$uP?f8L1`LoijU?9A+}!FtmTVj9YER z*>jr?{roOo^vs-p9#@C_uXy$ii*ir=+3#@VWrM{>O-*s(y}!lpbv_H{OiIgKWw_$# zn;+ZHE^Dgjy0-fo<6HC8FOx59ZLH+JI`_y@H7kFs$?VLpRCh7)+?eg3P+=x>F2VB5 zBQr7ni|TuNQe0#gReU?ob8PC5(^Z9{_PzmLS|?PB=6fkc+pUf8Z@(CM!t?LZJrmXk@XgWuZGO6_Ok(qaJ%^ijMIW2#^fSQw z*UL#x6U^2gcs}L-Ed5i*(|D|;RDx`#&NJ(%f44F!a&6>c>kYsE$Rx!xnK#KeOM4&4 z{IDQyo6+-nN1ugLb(ekCYx>I`_V#p_!6NCq`SHi5Z?c&?bM7zt z;&JOK=jT()cjHof2WQM!SKK{O5h5yQQqg*YcX^RrWmTVJ! zwc5_Gzw~T=>J?L?Lx`^O6ztY4PYx0wn!rnNpE3JC5 z>FLdn%LTq4_~0V5b4kU20h15M4lQh2by&_mq)v(s*@N?#uz00Mxi3QwOF}p5aqwtTNZAN*W^c=#S z-zodrb{=`3)XK5=_Ab}DpA%RzS=j7$L?r#nNuFA5DHJ*ByyIu%rqaY`#$UHayN(SgJ)`gaqW@2c0qc#gV4%_m!b~q={lCzTsjoP`HQ(ys!h4t z!PL|9UC6_h9n02k(mAT;t)%I|$EDt-{U|Ixyvh>SU#U?roi zDX!tvn7i`J@zT8}RXI+ZL&N9vRh-)5_}*ymsXt-UkN(V9r6{+@ZF}sN9kbtTy>WW+ zu~)1PH+~1Osb%VV{oCvnvOI6wta^Q~sdv<5uTPuT_ohkHn(f2vh=$bjX6twF*5gVL zojmhc!dwQcl;@qSLdKb0%U|96`D4LM?mER|IosqN z=d;#onhWr(USr>~EUnSh>-@}}lVuzB)W@j$O__Z258KQmTOMCspPtyn%9gpP)FG{S zncoYhgtBYylP{MYXnHR3KQoBdHUTJ){z z-!u8%Gq;yAVR16bFkRbKlXm0SL7gUlBPEo;dp zzU?d09hO?W-d^ge(j&WF`-|W0$lDV86=ZI2JMMMk^cla8`adsy;^GQhTdSFrIZt=5 z^&{i|p=O7=N4G_E$4KX@rmu5ziue5n9djZ z+o?q^FDd`V?8&V=wzB;(JJyx5XTA162Ng&8b7Bd%H+3)I`LOZz#{+pr7f!s8sN$8p zwM@4A_j0d-fQ55;>h*pH$Tc2|t*HBTkuf{Vo>yxAY?&CzJ{@~W!MFW!uJ>=ewkmNy zd2+(`PKSz_O|~wViY}xFR@N)MpP{1ijiKRQ-qXpUbFybJw>4~TO*>clu6l-+-^`3@ zn@)BY7-p**JVtPAs9uC|r`{9|bQ^yKO5 z|F6nzDV6^e^IB7ozwhJ6qi|e?oN`wQ~OoJ_T{!_DIMjEG0R` zIgc5NGXl7aVs4$PR%V$ZVtlZqWpd-(TXQw%=m$$?SInw?>#{t}rpzr-TAOdm+5_9~ z+5R>zKV854c*W$-j&L^Rc<6+F^Y$IGUCBLp|?BqUu#KeYKA>g?fKJHztEN8$Y0*v|koptrCQHR;`NlN;xw~jG*Jrgl0+L!P}+E)BirNkDW zCAqgdvi2%OJgzoa)W6C9P_0jd-Y>>eZ}Vc7@G-Nv^lj@YQ2Wxlx5H?c)kCkV?~biq zs&Qb~63+)=(z}_y>Z~zd(Diebj-`uV?j8!+!TwWGa+eAag{uL+jLY;|**KtJe8U z(vn+zZ1p0=!g-&KZ-~dI%Ur$v;;V_on?t`}b_%kb+NAFN{IhX@?)Hp`pR?kwCM{;J z%76Y`{O7Y(tYvB$9;rOPo%K#QsfU>=7N0yjwZ-t*)hh*y8*S&>AKd+BXN!f&77w*Q z=S6R{`FCu%CT!r*&sKfh(QhYr7t4b!7T#0JvPzvT@7{Q}D)E7%h~u7Q^H0GYnu+(9 zntjUMX<4=8@Iqg;jgMURzb$2QvYk3PQ1bkgn!g)9HEo^0xZRU~|A+0XzWV*x&BLJ{ z^O9lR<4#XcuZp=o(#9z&a@(Id|LD_Y>I)XlPS-cg?l=9l{ z>!fx%x9p0Pc<%GYyVu_O{p7G(<86t_OtNzyMybR}*CtP$JMZDsjB<|D*9T<9)SagF z?rslAcRp$KRI6-G=uuJs8}?aJ*Gi@zpW54O>z>|tLhbIIT?Wpd%<6)6cBVc`FWJpz z(D0_y{?pTJh9H|aJjZ0%zU%n~2}B29yz@TDV!r+E-u9NOE3Fj5)|t#c)9m=le`$5j zsx>E)Wm~2ki+p#&zEQeDQ{=_u1nECDj0N)&qUt17HMT7`jXC#wn&f)9n46`Co=ul$ zVvIH2Qo3^CuURgID|LMLTR5ivv6W7ak?nkaE~!A!_-&+@>T;V2=XHav<@nZ`lpfsX zmZkOcVV9vw@7jH3Z6*$r58cw<8Ts#eyrSseOWr%5&VRMYH2Z{%PiBeSbxWCO-N4sh zW7h4}U{L9DyLbH6`g+$pi@F&LQ|>VGieG;F@Zvhn+4j;pY0DSJ$b8_4d{=BAa_+*c zj<+HAG+u|zIB~f**2DbXLx+I1zHxpEo6oPC#d$tD@$v#6$Mj57&Lg4KdsiHqwavnIN5uYV*1m|eW9t2#F#X68%{?d9G%f2g5PNocEz_IK^qI!TCca)9Y0yrqCGcWJRsyXJ>k2OJH|VrLlY z>pXR>tkycZz0Bd2!p@VQ7JfVzvC!IM&zY#FPj0o`pU0!(rzD@Aa(#-$wwoJ{OnD?T zlW*V6#Jgt{4L9EU!Qegj?BbIyTW!^+R15MydZK+xB}C6Pc!{K6ir?Q8JGXi%y?_4X z?utn(=j;EDmk8TiwmZh9^!>XsmdQSqbz6?l@jA2c?c%V~eXkZo-TX0W;;-1+otjK? z%YXgKUvR9Jx>S5K%?FWuZ|C!&=$N2AHWQyR_&!<#2t7hyt zn)E20|AE>5lg^Khs#yH|7ca_}{X}Tn`pq3THE-)%1n-j8^ICD!wejj?uB?~8&HSJ3 zxV=4c%?6*ntegEOYP7YbWd2IfQ9s9-`uE5Mm+cjcr-xsae$lq<*xltH>x@snWj!Jo z))CUNzNL3txzNwWwUa~avmQduwf_L{iXqH;ZTXb0q$LyJtE{ZLj9Gr!#idee0PWyx+q# zerAEd?3VRqW$vfxa^#uq`1XPEw{{le8=w{-NP+i{dtbas&yUT&)og_rb1j{ z`oBLLm+%U%SZQ`?fppNMcZwcDXPN~nyfhYGeHi)n$eYZqMUEyla!xvDD{>1b=bYRh znHv0W@2rc?SHmM;MO+l#(IK74mChNN-6 zPm{ZMt0cuhhT-Hszxmz40jxzQpIfP1%$$G7pzZ3ppBsPw)OYTSJ8d7Qz5Uw5&B5%d z&pcOH-4~pG%>K_4zT-+~j9eP|-%Todb#8K7`O{gQ4|qK-XDKo}yXC!@Q>1H`zW7aT z`R(+;jnzG-&(l)A+^G1-^vh@pXNk(pbLY2B-r~`)JNR?AfN}KuBB!0+zMcgxOrP?S zZoA9Rt2E46=^dAIGD#ti_v3SUw+jq+%Z;aR&*}KTUpDQ} z?&@Og`uhj<+gVDj7}Ym<`y1_Q|I}@5uGK8@c++GT{l|0qIlMhXcd%C3&n!Nz#8WHv z@Y4?V(tx#@aVNC;kMTq<)bQHzULfDuQ+GmzOY5idU9}f0pET8WP55g$sq%A$WZt$7 z&AXjveARot;_UAp*?Oa%ylCmX%H1qG09&P@j zj}fmfx*b)SUGm&!Mc9mrD`!`fSj?74y{dChx^@cRrRsp7MIJhvHctLid~T`wrVO3z zo;KSg$ChXSxw{>$}YCo5^>)_#xtDG-Zvz%bw5>?mJ z?f!su@rJdmZI`a6nYlk$^YtVDj>@`n)QzI z=(H7hH>f=IIX7^oN^K~ab)c*V61Rc~^~H z`5Vth%GDV;8$}#{*l+wI(6HO?xo!1jA@|2&3j;PbK3sb-I;MMf&P`3{=ud@GOFbui z3GROKG4YJtyL-E<7@x+Km9vI?uo4%)ChYI8&|fcCH8GDjPS=nBV&6|W8MezufAqOA zX|GI+5G(dvxQUUWGNZ5c&YB%pZ$?bqYq%(`Gvw>yv{wwDmpQ$k9TabP?PC35Q-Pw% znpv|HeyqFn`R1}3*WRbG%C$_)+l3dJKHDGvk9+U)hh|F-YI#@ICVdd|jPZG-LeVK zf-C=BtE~}Q*C2O9JR^|FsJMhXZz4y9UQ_46-~O7rf?vLN>yFi!wf%m@ECbhys?OUv zpZ~rseDYx8#=HwMO=@*>3y#d$X?23(ZLfQeNt{&4)@y;RC!*Fok@a+_P5G97t|o=2 z@PCuuZ}p=eFMaE@*|eEM@x=A;iyPH;TAvn8jlOWuNkQ_Gz{HdllfL_3nR{Nw`)|)j z4#SAx`1-1O>{B$KrSX*~in+3UD1B(UoOiu3-cVDrqB`VWiD6{sC)q;7Y#i#Nfv`LP@s)Mun`kQ~}wolqW z({EwJH=#pW@6_7<-&Wiwl$xFx-={ z-#nBhBN?;j@c3*xu)QH8{_r%(^Bl3Qfg=3bo9|BQn^UxZ`}S|{@wyCOCohjZ?7mVU zcxFfVLxljohdZ|&>#izi>E2lz|0*UuL`#7E``26hZ>#kgUHBdK>FT8Cd2%-stxx`u zu3J#7e#0PR>8^rfPo%4DR^?uP6#t0*_5yJ==K6OvOl!qD1Z=1c0n?@SJAHzj@_-n;BsRQsHLk(2*avu+6q^cMBof5Ni8#8~96#6_)d zyzl-xo9+#}dnM(6J;RBuF8Y6@RTYKxYH#1sc|R?3-5WleRgQtH4W}7QVhcBYD?3wJ zt@Vy$=_*0Kj)fhIa+DRGawYR#-gkh-jrIS1_4lXVEL%6(b*rsk;oSO~pNZR3Cb*v8 zyEsd@{?O-ttM{Yjadtmj{&aC_0+y8QtkeYURN&$UtAG+|-T`g0G&=9u+XoU~oz zFYfbJD*4cPo4`#|!<2npW^`1&xcqFVxS#nH_Ru*_o7ul7h50-dDAllP4Q$LzblmYk z?cvd%SCrm1DTIIiH);A}TjLj>_$S;-w=vqN!0V>0d{gP!{xcChbs?J;ct-|hp1pJT zoP~|4=;4qLe(B{k=~|Q9|MzQi#-5sZ?5I4eo8lc|#(uplIgv2cMbaOa`ds*+7ah-# zDATaI)I%^^=<^@r*x5(=Ur#qFcaz_zqT9_OYJUCT6<_Z+tcD6YcGZdNK6KoCDHWw% zw{&;dtVEOb(mXLQ?1C>hxQpMe-F5C?{8H`ykG;ENU#^bs;Cl2Z`I|7$_o{_=b`{9g zv7K#>Si4W``n6lKj;BrcJyN$|`|KvU>_u*`6U*goHtbuptAKK#a0MOeN1xh145YYE}N_|K0p*p}xb`4$-H=d}XV{I#qO!F0jAa zZFgC`)3|@#-UDw`m+{}rNC|mgu}e*CL-*a9jqVnOQ2}dxZOlUK4*sfHcB(IbvC^~S zPao_$&U)azT%YxmTQ47q3Up~i#=>MH$6d#xV5tCqt__f}pNv-|pu@B99rs+!nx)VzbusZr=)#LDs& z!Izuc9JhY?srRLPuf?|Glls@_e&)Dj$hiEV=6{Xe8TD+7p7#CP|L@nzgxQv5JqK!L z{83-UY5Pi|eQjFn4{nudJcrk|JX+7)V=ALtvUf+^{;Z<{N^jf_v3c|x{!*VDP&)no zj=pAHu5Vu5$BXAF%=|pRxNp}JtvvJT_N!mBUlLb+YB7D@$F8{yA%?}1^55^1s@rlZ z*~@)lLHgamWhutxZnH}mCwtz~DY6ZeR^hqZ$myoLamUn4OZ+pR-tNl0^;6;M+1bH9 z-cM~O{k8ix``y7ex0SM1%1yXamNm8faQ-|~mTjGDHYWJRnc$B-BCP%G^-ZRJgP`xmf zlC>SuleX3W>eYAX>hg?~IMLB&%DXBF3j{wwpp@DZ)*J${?+T}JD*fZYmfV|Y~Pb}lef-$w)4i_ z;B)CO6pU;m#iV>Io=#pJRa5x$`Bs@7yC=s_{T(3h+CNR>l7o4dQCN4avR;O8%}VPZ zucyoJWGuMY!L(1M;-`kzD{~IjRV;QXt^0fomKoQqjNTQxB#4V|v(Y+JU-zDMvw}~0 zYzy{I%9S`f=hwo2p0V|-%pU$xSkK9_$w}te;nKr;=PSd{roNn0eCDEqu*-SD|Gyib z^^5KgXo}3_k^gf0{E=e@vXKRwQuLdiN>w zG0*9HW0RC>&dRa$H?6$>lp*BRZl42v)2AN|^K)}$ar{)iZ^O*=J<>sOLX(`5Ba*y0=ZSHp5g}guHG#Ri#MI{e$TT6e#Xks#qG&ARNMQa3$AH}te;kQ zWABod$@Z>a;%_Tn+#7a7c<~nj@q{lW%>QFMXCAV#5B}JCOl9TKO!wOIBFTm}motkc zgMH65*eyPcV}q=Y07Tz$CNn_2Rb{5h5+_U)NacEq=}I8h`Ul<-v)2D>oRbt+!fv zY3aX%eHGJ16ZzPt62w93ZiN%D3r>t;4ebXSKuK3J1&Yb_Nzpn|Nd93}#r!Rb} zMdhrETFlp+w4B-b&crGBu-E*WP{FV(ANl8B=Txl!`_GZ#?|j?lKYPvI-)gkk-NU}W zeeuNL-fNb2Z-jaqR_yyXV`1oH={X6!cYp8QyS&`#81n&v?Z57Hu6r0f-)wpN%Sa_4wLT(|y?i8|4hFz7j3yrd7MP<5K&e>VM|L?iFE&pC5~n>g zTHJglL~Eu?z+~_9>$UqPhAGAcU)p_i;lD*!5d(HLHmo?45c7B?<=k!em zwN-x#Cq|v-I3jZ6y{+Y~S(};`FQ5JP`n?sq6!_H6pGsGGshkwh&NSA?0$j z()vkZ_u?5(4zx)h2??5M@%{eW!#|B4u%^f#R%tDpw{TIog3Uo2maoDGD=)485c+h5 zip7}~+yTK`MN5(!*Z9l0>87)P;E9@R{J_ZSOeoh@x68jcmTP@%oNTz;{X>|WD&H)P z;y)g~uf(#>NiRGuadce*UuI_BAEl|eo9^9ty~{k$J3MFks=sB^rzn^38~ly@vmk6< zmeiiKTf%MJytzv+A7!lLU`;TOeq_ejpyejIJ&IX(?e}?kPkDZ?`LE$=B?XwnCZw@sm57|_8Z|d!L^SA|)P2J|S-8Kw6m8oARQn3ET zufH?eY7Xz;HhrCs@4<7C!WLB=cAU2T3++2*PT%+_QFm|GsWP*KNUg&$ejn0#icFo3 z|84r(xI(aPNe=VTxz0rEREehIYFAy`yx?neySu z@(;GTy}c~w`DfeBI3wl3%<<}`m;N5Dpv4v3o_|>PA58W#N-jzJwmtG$6k5QbQ6KhIJ5{&W z%V!VoGWj{S({x#dAN^zy{1yxQ*Oy)7w|`~V z`(;MH$oeKBdeE4cXLp$|tDjGgxRC~pH- z%E7J0?zb7mg7h}`@6EYuyK#xfsdtUZZmB_sg;pOa-{0Ko_>JqriKgSKock*S-|!tR zecRo(obRfn)zZsfoSRN){a4g*oU+Ji;=|Sr&s>}L_HegYzBF!ld*E!8_C})*S0~wo zOP@Hsk?+#kmcW}v9leXD*XP&nC z_dF-n34&>f6&la2Iwd*GTl=^5FI&(4F&hE5MkrJVQf~zavU1prXcvpYwF>_x}-qgy3n-hN+&A1@G*+<80qu(AL zCWB4y`Na7%j!T-K^WGZFwsYDVw<^yj)wtuUo_vF_H7Hstj_lO zB}Zp8z4%jg?`wqdf|>q2VQbAJA5C3;U3Sv#K6&?IbJKlJx{T>8hulQmlHPd*dGhJ4 ze{u7DY_Q?1$!k)%9VhHFVDDyb&{9!6pX}t#v2H?TaM@1UcWK4e8ysM<;}Ol_u@9a@txc8x543OirU11HT(14;eB{-OIeRSFBkMXB{9cvcs==e2H@Cy> z%eEt$7aGzJPTwv1s^ZhEDr2Xv>Szzc(;@41WWM-J-qqTeI=M;s{|`>3X$=P&SSKyN zW`3{MWX`)+@%ai4ceteD*8R_37UfmHOS|FngnMb17@4I5EcfY2u(-Wkeza+R#!*Y_ zi?h#2o!w#jb;7h)E`kjIrts8xDY`DXvQoFkAkwMDVn+U(tIHyiv$~qzMSsub+QyN8 zy{D3K_l(ugj7{Qy9W{|!%2?1ijm?BNdB2jD+uOb8jK3J|n%6G2`BkxyL*DL$i*06a z4)ZVC>@jtt=F^${9R}KJR>x!~+)kd@b#-T1!mL@JFHw8%?!QHB$2uNv{aGXsw)N~A zOUujLkF|4`y3G2imelu4&2axM*@v+jGbQ<&TrXs%O7TiP(z>QGqvigDn%xuZh099Y zdR}HdKiR+hR3KaE=hwIIa7yq#eo|4$n_+Co_WSn-f16)vf7Tfkzq5=@Z|r&JbmZ}R zuUpcsg7urPuISBNdpFIHscl9#!^ufki-j00Wb=*trtgV;>f1e2!@|qsrntIvo_kK0 z_S#P${Ps`CJ$6ZG13!09VPV_5izeGmo3lOTA~tW`^2IaVjs(Gz^|OKGGnsYJ0|60j{6e|!nX04 zv-AF$vqW$4`iYCGUS#)iU#plj^G2-HWrHndr^0))x#}(4*YM4Jqp|GJ*6tb0wii78 zve2X?tbWny4-S7gv!zb_t#&GUBCGn+SfV*L#){*`qx(XqvhM7P?sv+)wRg43ty*@$ zrjs42KenrvMh3&;Q7nmlQ7`Nf!q*U$PmM5i1$ zE*Q5%TzG!p$`~aB>rav(G_@M?g#Bm;}h26McGsG80O!0?b`h0e*BVNw*AH|HeEvH&7yZ_-%u*J zuu9kn>-FIf$rgJGQF58t2k9JG1ShZ2U{6=f*9-&LVGm|9F@GMz)Md9tk ztv6ye<$SkfJ9+)}&-r(+CC)Ma=2K*M*;iIDWu4}yq#p&dL`4$REX1dO{QtMP`}NBE zduA?vE@J4W&uo>wXZnksJhLT?Uz+T{6(rAmY~pJ($&+gw1g6A&DGqtN=~(m<@jq2p zl@7%@oaV0!T6I`9=%qNo|aBR1Nar|HJf2MpsQG>cO>L=KbD$!i~f6aLIX}L-{702RxhpDLXN*S}~=~vUjq` z>Xet0-!J_3;myHWViwi6!`F6KPs=DIquS-bv)O3Ox0bCW!G z;-{Bl-qw3gM|RaRtKE0@w?DGyY@XPSH?QQ+EM5PupnNIg+n^ivOERW*W!P8OeO_`# zPW-e&;IxKc=~aGv_HX~R*eWZeKYr1UD|h|B?krvVZTZ_Q>v@lFoDvV;x3{P4`W?oK z7b+*zSLR=P8h7=V*~6x{1ya(5N2jp6PX8(4leTo*mI4coN7sUFCtlCaV3=0m#PG&& z8)MtcSGJD@ZBG_@Ep=9SafmZMD_0QxkD7-u+vGq**4J+*@ zYzKDo_}+S`X?LP=^Df6FlXK)23K-hhO}ake1J_d)=GS7H{~G->6{0TAx?FI6gPcr& z#hlr8zdGGZlX5bZL?J5_12C+^HF{OV0M@ zr2cza|7ydA%*V$g1lheMR`~um{t>6uee8@Gt2nEX>S?zUv2%+ietp=<5o;8#@GRiq z)I$Oe*H|{*mzlDpE5ZD=uNaTzk<0r0UNZ~C7l}8>2z^OW5^P#_PG?T`k5x}*{xdc> zIpH4jtY)s;zmLC*=1{X@OI_mKHlx(!{^?Dx{?Crla*y4x=dg*V-ZaHs`s!|y(Kaq# zcfPcVw5M|YlaK7V?$^&@=4Fz{!Tf6Twol!kSugy{=dqh~Cw5YH-;0lwH|l)8?Uf+e&XgGbx@^wbCTvv z0rd;_?YH=`z1Z`Wd2!Ed{@rOwX?@PImP{9g40rV{*zS9CdV0!J#WI~&$F}K7ri7N9 zVLIGLw2SX7tL#wI*~Qyt-_ss2fpz|Wc`lfdzqpB>jB&PWqa-wX0ovE zt=k`b_i^0sEnzvEcE|MHeR0hyRQG!5(meJ8*7!e?+6_mGPOSZUQtEq|&q)K-^?RP~ zytz7N=0BC?erMNRoq66c`1AkEjdC`NWxeP8+9iIi`}Uk!)!Sb$Ih8ET@~!U1xAI9P zIZZ5&3s)?2e|%}d$@0m!BWHUYN@jbbpD21RcWcVF+B;w8_w+vZt10x|%N5Rb@yxV0 zeO~1(H9@}y z@8UvBmggJ#4}JT0(zx{8j<}CY_~UMAPGUWKuT9b=>(}n*j&B$kO*wDp#M_ z_NEv6F4s(r2tE@l5BZ+D=Fhv|2uAmNZ(T8St!tiTQ^Orgog9UoR~JTYKcXM8vBEOl zbFI<->&rBD>|r^je@#_eX2Is#wsTT>!KeM+ZY%tt9lqim%k-Q`GwH;S>yCQIB_)>@ z-v9Nw>W%*&)1sR)3ySycn!v@ZZ_lNDFI-@5+IO3h2bO&nc8d&~uFKaH?(US9EYy2> zKSH$3({8!i!F2b#EWV!>oJ{35t5u1gbGu>NV(oqB_`DdBw^rV2>)$TZJNaD_< z4$e}^3&%TTSWk%5{XP=#;I`ST#jDsnH+kLN%IqQ|yy2Gs6R#pmgV62giz*zGceuE+ zPw4TA+H-$`?@Gz|I)$`DI^Q>?o?UTd-88PI?1gcE+H{K8KQ5eY@P?T|S>Mm|_eq{9 zZ8c)*KUCx@Z4T{uaNp-)L3GRJgW+Ym>R*Fa?5ObAY^=Up#k{y&X2Ih2Ij2Q8eS2H; z^|5LFT+NJ`is^T}X8shqwDCmIo1nLfH$$?g2wiS=De9|V&E@a7Zl=juwX%1Git8Qr z)c40+^zReAyu0A;*30os+-KsqeAbxM)0nk?=2}UWNe=waqGm{VJy|JRSaVb}C}%nM z{zuLquisg4K*-DF`uy9yt17tHGEbc8^ZNee{6ESH9Imh8EVpcau9CCe=Q-QYqkP6X z@mH60C?wrbT*+TuSeml`+3|B9TPB`V&k)`-=l+lNbM_<_8h*abdAfA_lUq;f?^M3< zDt*wfNR*`@oXN?iX~LZcM!ii+zh`SXt5-f=BJHpzeo8{p!ELPdp$FcaobCPg(IOMK z>wKF(JYTH4NP1VHjE`y8)959q9v#~#yw3SsLc8l~h5ny%p9=4B3IsYAuhiVcCm$W{ zAXmQg`*G!W?MZ4!(ihz3NmOuLc~iJNAotUPf=0iK`!DTClsfTl!3m#+b7t}Hw-=;2 zH_WV<@$-Pk>8F|-e?Q!ut|RVZ-sAa9H-L9Rw5+%t6e7jmbbkInwJI-I<@CmP z;>(^*Q-6PvlaV)jp4+X12hS|Z?QCYX6W{st&MF0aX9JfbtCst{v$OPE^Zk9>?*b{u z?TYg=-`_0K%htAx-^GxPWzah0nK<%A)`-a3@8(W?{@;iEVvK!Zn^;1gz z#tSumx?;S{%fIq{#@(`6%vv9$W$$lj*GQQ5dH>wEdE2LHt9L1U^?7U@=slg={KV9c z8?N8k#o(~}yj^6W54TU^f#?Rsg>O!(o{KP6zb&Gu0@N{qFE|tlPRv58g`MZBdUA(8^%vTe9ua%)T9NQd{LQQ) z_{8*AxQlrr~@ZPmiNZae4YPvIzv zR9#-I6U*=3x9jeVxqBQ^{HM$9Ej{iLEY5T@jbZn;_ug*ugDOAv zng1*|LjCyBd~NJxFRSV}4!#p6}qs2`0RIrqygZcJ^2OU%&QS z^=t3_F8Sb+-f4KY$)+yqhL~BUq=w6b2B9|p+-P6UwWpTmamO{8w)*N7*u1!q^Pjun zf5;QL9gSCSg!)-#u28SIyFfoyykgl=2i36LNbZBbOIBWrbzSpe(xUb4FAs07Kl6z% zNPXWy>jQ^d4)0xj;Kb<@bOvs&9loiqF{Dk|pZaXmfc z+L?6gbDYIOx8E9<9j|>7{LZpTu;;evna6!;-x%ba_yfl*FRsie$kExvhI^EE}ts= z@m?$A&DVQ15C09<_!oDqP-PM46xY=s_BhH}O^!|~kyg-)$XZmnGSbS#^Y>->C-LP| zW3LtoJ@WD^bMD&lCH4mMv`(G+sf#z|W&ICO`t85EeD+`WhGqYqISp&BS*6W;>it0O z-!Fj+*Oc4tgLxaK|I(RbaS%&rV{bJZw6^`MhvZ!3#NP4x8U`H}a7 zG=i8Vr>+%PEP8qM39i=L3(H(4R-`yQ>E+t?K!hbMbbtJ&`|S(0PvmlVmHgv53wa$JUnqxKlna={fj;=nz zA7}4deBNr&s60c8>p!={+Puy0C!A01oD=fmh2)#=FY=G41*?gbe)6!Wx_vRl_GxMx zYnx`Z|9_?ArF93Rmw)(vN~ySM#Udd=g^KHzyTsc{bu5)%1n}@*P+<9Pv)^Pp!+QTW zUvC*D$$vDr-dNE8@{ZS6iDTST{nc(OR+(~&w7cI6f7rjInyG*4bKfN`D~|W)|M{IH zvmx#1ZFL6IZz`(}pJ&|TW7fK%YE@!KLHUcn4>}AB&mU%f|9Ekn=Y+glZ6dB=zyAb& zduI0V>eLSfD}Sx-XDiEhI<@&i#EvBs(_<9jX> z+zwd@-5*vLZ|E@G(V8I<`e|9f{gW1FrlihT>Y1P|ZxM7Qk9SMXwBi}TjWsyJ?N zlhI@jnqO@GRJ2cK4TJ8rc|P~z?=rfdeatN!E4#<}ROg5M?auSv|G%=S*Vwsij>Xqi zPqS|;wyxT}-)|Y;<$9);U$Z;c$Eu(7eKd*hOi>!2-16DsB3BFD)$_fc|2q5GwID`7 zBINaIFGb#*l#D}X_GYW;7hGm}nqA^9oVYP|(#wFmx|1z$ta-I*U&gf+yRxN%)>|%4 zk5W%~r+a`&J-OkTX4ix_XQG>epO(Gbq2c^gpKKA-$%RpQj|ym#g- ztFwPwJJIW%bm5fL^tt-;o;-}ca-&UJK1yPVv%Bq+eG>aQi>?c`XxtJvdHC?y>si-g zHeb27bn)i?CY7C*t5+qbT-s;a&!5qQD83JrAGgPLXYENXTIDrS*V5!>7XQ*?D~{gfKRV;` zGYffF&C5HzjOUm9bcw%o(O-93xpLIOeM0M*vyRLbZf}(`xMN|TvMnLa`)gEf`3%ds zhwr%Qc0MY2AS>0dr90wm_kl;{J6|O4vRfrSr((#?8P^)_Ns=I6d$o8LFOE@HD!OI1?6ad4N1XtkBW z>nrP;*Cn0}o835Lk;$GvErg^bXIcd7*tYr2YuJa#TvOS*I6#rb1x%g>8 z*cYbCiEVmzjUOjnUpnVtE^lg8#+@e*IkbMURPzQ%U)#xcL*kSG$D9_a$4S~xY|k_? z_)OsVERkeyc{@tPb5gv$P3;Zy*4HnR3w5@CG|>0){JzYz^5P%inG9>b`uiNUdv#pN zc;%fd!ZttdaM)JO*Kk_8C)Dx{t8D7#BZ_~0dYD{Y_sFm4e!P1PyQWCt%^eSZ9oyB# zqjrozjo$x_?$!RR^3!vs3NpIB7v7X!ST`d|qOicc;9EgV^Vt&xEbrII<^JE{`q!#F z=jHTJ#tNJB>zC?$DAjRVDJgVwZ^%!9%dbD0vA(fg(R^j!-i_D&6kenqS@q1KcTRnT zRm1{uft@F{{@qIn&YvSIWxDP}{!2;6bN(IXhaFEWSZna}K zv(B1);mXDQxh>nDHAhLyBt|a&=@7%qEjs<>-3=Uf>Q-G{d6w~NlX&K&)3*a#*C$oY zn(nlm`$20lw{DdCo{l1qQ;~^jize*Mwq3D!-=w7?#%h!KCb--P+H<4xdce-@BJK63 z5|sM>1UFp@$&_%Kvn_txPPO!dzq!vPynZ%$^0SkB_O)9~xV@4|cuwNFWQUej!HUjb zWCWG0c3#hYv?K9<_xg8*AFSm$}bZYNwBA!VVU_z&Ak)@-;n@kLxJU z`8r+Z$)gOp#s%KmZ~yo^c``KSw+?xDIcg4*P<%7BsKdxQkvOO0P zuh@8cy=HXS&YVM*@nHwvFvcGH{(HUHT02)cpDyz)+gC)qR=T#m->l-^zwA}4liK@> z;_iC|oD|_G+L0J@ROIdBpp3Ydmsb^B6AOON_BsAsR3Xj8r69G2p-R&4pxWwphJQAG zn;3lI+s(vXK7W7SpMF#3x=q%DsiLfZrp%gr$;y3+pV5|DE1^XU@f|lCS`C#g55ExN z^7(4ZFhls_+xFKz#t-Xv=T7;{dR?8VVnLroder8;!zx%#Kia zG;yxriEI378p|cjB&4oMR83LPU;0LfQ^5Es@7$ov+~qZs&#EoZ$v3ci?B%=2#@?On zpLK=jy)OpQxf3I=r{_^i2dlu5*iSDY0;hkzY8~*UfCE~`KEP4Ztv`K`BQ%chC77| zW$0L!rDtjEx10U@cKm9m%ZH<1|KIA>Fx64&>V%}zw`Q2_I{4f{_;^W&W9j!jqMGa< zBlNYdaS0x}_kE9?rt#UPE4?NkHa6O~KbCoU@_B#7kE!gbuj2|CgN|(5rY`K9A)evk z^EElVZ)%8A`VzjtEi<}KfBklly>`XDk2_yKTU#2}uEgEY7-^ICYi3EZw(K^kee$A; ze!eHw|2}sTEts|UxmzNm_`J|VP1iqG1hl;IjZ|=*zb{ffq(g5~;In5BSJiH^`RmR! z<2!?M;nN&P=QWA$8{Rg}|MjoDeYJkBlwy6w1G~r<;gLeP^rd-;&@tpeEi?$F%bN({(Sb)|3^v{S<7v61VV1^iP%_Pijj4-+TCL!ogF| zx@FfC^K6X|zwo=;uS4Oxi$uz#8+~jA?dcM15ADL&u5#_|%PngxT-&fO=hjZ2*w=lAS&>@GMXr}WIsoL%Mj zwT`&JqY*piEcNEia+h4P`$zNQZSl9)-Jh)Z=%^n5^WZ)2Qf{vk(42O-bGAG8F?Pni zQj6`3TsFPvBkVyIK#?ZJSEUYG-ZaJ-o)?(XK^KD<=6QF^jCY zc&0;RcTGpu*>jnv=cm-^JQPg2w(G#M5=XTkEe(-IK2fUL`Iqa1(~@^wUg>b8Z~4BJ znV*(vTx({JxH5b5&ou>0`fnVT*7%^JF7KCl=VIzBtLZO{3#LCYdUbk|?4sPYX#pLv ze-h(7I~@K5$m@OzFnqFYdgtZOE3#{z2I(%0ULlm1SPq;2A$#Hbb z+yLRLcX`WicWj>Mao9_co0HMtsLg+o$UN)Ej}8WEFzwCZ{hM~=YY5w%z-bqBnwmqG z=5bjpU%t{f`ND6BHxE673w&4pD%oJl{pKAns{-@m@2#g!|D826Vs?{)b#Bz^lQ~wI z-){W!T^m31R>(1<;1=D*+uS-&3;89_f6Dy&ftTK{0JpW)^Ic}&ou5}WUx3dj@xT$r zm)=obT=UMl)!uTb((0`LxW#+IjNbR&j+F}9=Dq>$ZT||F?!R97;+&Jx{jkG28?rM+ ze&w(Iou!@eeX{HNzd>Re$NWShk7_$lxG$dgsM90*oZ1ep3+JR36)P{8V*c~pw(0uM z7}spk3HHw9-;^1%k7aviR>piS<fC-0L@txYVqAv}f_F`;pJ$EM;O>bL{=M zxlPo+X`Zs=ZZ&^{^4e?b&2G)>W?xXoptDU>f483yr-0kSIr7>TT(UgfS2=!&Y}nNw zzHnnYm#OyJvNrZD-fuEX;#l~6yUs4Ck5igx_t`TyE-q=`2E(dlfonxKzm-3lq8+we zEN;%y`s3HV**H&L{I|e8daB8)7jKrwxN{YWtvvJgXa9}sQ@g_I*zIzj*G>5BHp9DJ zc&dofhHLA0n%?MbU1ZL_S@ZtG&@8ndQGRZDKT^6<^6s;&lVwRw6k+QQToCRPo8!G& z?M;28)znMEF0UqWdi$tMUl=XZBC0TvudH_Zv`W8)>AV?1LbCJPPp9jy`o;KSWzv=7 zz3#XDKKwT0JjL4b&E|st(le3OTP~V^@n3p*Q)Y6*@uo}Z>Q5vtJ8t7IPu6`nHSWvY z^%oZGDYE~&qsYGf@xS?Bukc*>)VFj6|6V5ju9($g?~1a%vn6s@C8ZouKPP?h!Rx9R z!|E8`m^X5XCo{wMWY1TtoB86cLkWld^;a@Gld3ACg52!){$-3{$ zGk%}lEO#(QaM!gzbLMwEXISu8WYr-9HQ5DuuitPQeUZMh@BE@y@ntn;kI&teR{E%R z$U;fhE@!KFDgRj^j(u6bB2Q;M7M(jU!1Gb0Q}w((xBR(xO=LR}_I`nFi+syP>(dKo zo-=Iqc-ETvVuqF18Z+H9?72SGev>)p1cmjvEGu2h(Dl80zKHyrR(Ac>?uBKH58kYi zoVxBJ?_U2eXT&w#vrN~wCx;wO_qIIw^W@?*iTw0mN8Wk=dFBwFab~{%?&D@W6^{a^ zFF%)DF7PtxX!&_|#{UI(FHTy2Pvb#X*|gV*KF_5-X-W6~S~>H7=^sxoub#@7n-lnU zCn`>8ky@*NF4;$jz3`dZBl8_iv*Uy$Zi{~2-})-OPLJEc@yOJR+txW|d^B4+?e8x8 zf>})b+m(=IXo5@Ui?~|_se2Ih?hlh=;o*1>FiOLE^VD=>G>}GjQgs#=jR`ARZMEG zma4DjKcy&;^foAh(KhIUM$v&h-j5FppQwafdw8T}t(4TE%XhN1&Wfv~PMZ4Jq4Id- z?>oHOuKpEHHD{k}lw>^kP>1)C+=i%@+p`+x2nf&aOxpjNf2Y*CyDInQZfY%&vwz!J zd*F$>B7erhg?|(8JdRYm#@K0fKqykiA@+xKhTx70a!^2fX{-_CCE*&yd} zYmwD~m`JM)m!4>Prl&!rzNWPVL9H)Qe7Y6&+-5Ij~HG zBdlgp``Vc;Ne4Eam9u8AG~>+LVRh{J^XUhZro1{kN#`E>y|}Ai?n=%1Rd!6xp?$60 zH`#@e%W?U^cjxGLP)Ob*6V|@J67i-ww&ngwI_|X$| zJ;v(pHZJ))bLJVDr+4SJc$7IT-o|udYiEem&A0Ktx#P?2r*n5is9tSW%&JdYAjB4Y z?A+QT*{2MdmhUszl^D^W@lGYJ?`HRotELZaW;j_NW=+~~*+X-MNsG9|sYI8INl$$J zrZ!L0S}$VO?Z5kgk@CM|Hm3Jqe~8R&mKkH(%WJyl!n#LC&Kjmkbx16Q85_^zOdyI=#0x&3ePs zGG%vR!@ztI3+1^7x!(&JRQ^0yDS2+bV5n+>|F4VPO(#^}89tcj6vS)pvg$Io=4zXQ zB}{%(BxDtDa2=9v575)=u3p*kXqJ1fLzmLm-hHyJW)a6VQ}@=S$?Rxk=zc8m)8OyS zsN#u>5AFW3{TFkCqOisrqb)19T3`7$RsC_umcN^49)J1js(eWI?X#lW`Exv5a?57g zvk9xXubuTlsO-+&^!E;@1=G>(3zK-u6I4DJT=@@RAZX+w? zE%G@qO~$s!;#uqdZ#Tm7H&t#`YpQ%v7JK%FUAvi$3QzogwdHRMHVX9|TU@hfy<^{} zMaz|MYEO_+t5MRg@Vq9gaf#veM#imi4=rW3{OR7gZ5G?qd{H$o<`eVzer-#8B`CC8 zMfaNA=V!r;njx|O3IqK@4vTN>J65CatewcFQedcZVRFZe+!Y5W6pJ3#x@)-NqT_z6 zH1iFIQr<5~n4@~GwvPAN4k!7`IdP0xnn&lmTXQa3^}%<7lHQV)w`A_VkG-%(afbIY ziF`p9+ZEH)WbfZe&-Il+%@gm8rSWo&et7z9WGhF*XD_sj;qG$8$UkP-ATM&+nwx-lErP#C%^gFy4(55 z_TuX|0yAHw|C-hEw0h@ytvvQiQS4_z^Oj2WvBYjj|6uG9Re4BwXQ}Np{eN%oOtP94 z7_4yhoNwp)19`F^-sTlJtDJD*_m1m(QWmSyQ*!j-!Wp{t3)g*_trr$&9vpP7ID*eE zZox9whM8q%37dr@_A!R}d9v+)G}*fN>C<#8gUR1!rg+}tKe@c<^_hYS>q8w3EG*Uk zxcQ_c=UGpWt}J||6uMuXGhO`dF)o*-FMBh6S!LtWi!Lkf>{qt4e|BYypY#W{Zrw>5 zshw$BkxQri^QgVay2*0(j{ZHq&(7}WeYqS)!kL;A|)BKy+X?8nuE#H;s3(ZwQ4NC&&*v;cU_L0Th{q4); z%vz!cLOITMXfS;e?zH(iF`y)dHSS-x-V1BCE0uqbKKj(r_UoD4=?#nWkCleL(B(X! z%`(#WN)H=XcCZ~`JQM$qKXUi&65qXdSFODxxN_$FNy#VQSrsmk`BEXbc)s7W z!=-QUzR7Pml9}>)>u*!3lRttzRYV^9Y>d`=8Ooe#wj(9KpHtvYxzOS*_a`s3y?gV^ z{Dvv=$5j9KGyJDIi_a1bJwHec9!q{A6>5Tc4hi84Y|bC zzrNnna(S_TWBB#cUv+=I6;R;PlvWq|D*EwF-I~J}HH{Xuel*|Sw1)Gm{iF3eg&u!C zc6@u}&9V+w-VmutvwM!z2A_Uh7cV`fepbP%hD*`eJH72U=MZGS(S`6+468BL{!VO|%n(Lx4mZk>{Taiqw3O|L?aYQVJvS3~=Q{7q zDLSz<^0sZYP0eZU+I-hU7N<|AIyHQxrX4>yZ~CdJQ&w!e|K!2-Yg3Kq+e&1ImCd2wy7|_h zcpN5b#~WM@TsvFrQg!JO51UQL#6KF&%YAWo!WxqU4)a|ODPKrhd5b!3GXjA z*>s-f&)a0KEjq=q+i^*OCYxbSMtjF}&5g1@ulyIE;`K1c!CFF}D~wM|e9}bK;yRuJ zkG0#KH&kur`zG(e`Nh5Yvr~@6`eyEVFJ{JAK5cNFl3+V0->fo&W5W~foLK)5_CH>C z`i>quwJRZhsj-D%Na>HxM}G{YGIZE9OXdG|KTEf0dGx?}zl~Xm*n{WAcU~SSH?I$k zI=ZPkBDAEiyIoRYVoK$+4X5W!SSZ)^GkEsZz(xIEmi?^EpY2sBG-LWzGpoz2GplpY zIXYGc9Ql19Y-{0^a@*yb*4(+!&fB#ond|ym{lhO*{|P;LKl|*0gnQCa=K`et4yn9Y zWs&zN`JO&DBQ9&oIsXe7a$soPFI zzi~zL{;so|b^n}mEnjUiCEubX&y#Ocr|pFO(_|`KOZ-Inq}GcD_cBkuwOxs^x4^K` zv21p>LfN6iF*4lC8IPIWClGu^7D*P(n0yBs{`&l>#&j6 zne+7IPEJ-gDHB$CiApiGN_K|?<11-Li?7b-W8<6MwA=e0+uQ|rY!1JuR^>{n-jaLz z#=a(Fx1*ON8!r4k9O31!dD_UST|9RARF^jk6R!Gy(Xm%}b$)X9{S^<`OCJa&@m0@z zVp+KPpz*HY_UQuY7aSj4TPUh{d-KFF2N{B_6E&D>^@XL;cBTKc8Oj z?bBPsw`P{!A?`=kP1lNlZR7p9q`X@B_4LX8;y)r!v>ERSTCI9=i|q`VS4U4TUU7KZ zQC;4UD9tI-*@fEzo~_(2ZZ-dyb$DIu+D&ow-}9V2GZ zx#lv%(S}&T^FQuo)OabVF0JRwFvwZb_4Hd$z-~2J{}aqLR~F299^IoWx6#JL^7{OH zLHP#lO#` zcUzP!blEodtd(I#cY`E{d2f<+K_2g6efNeVxpP$WOzrv;Jwvy-&ne3lI39dz^{#dw zC)=?1E0`~BmUmJ=ZSeBQT`v!wF71~4G5_loS4RKSxLhWA>Je-2TgHjZ@z3o1JsLk| zif(xCZn^N*bG?h-J@dB5{yLLm9J+6Z%{%FGu7mv-?LIA;t6;NBO*Bq!Laf$rt|ANe zy3NZc?Tq00z4bxZs+sx^0%q?%eD~Qy@6wXGgvkreS}0aD2W?9Fz4-esxv$UXAJO{$ z-u$SURf1AULd2weeT`(xeKjXvIsPk@V6#7Q+pOZ_`qu8b{49qxKS@lSBRI=4SAjoJ zb(I)*l4noauFg-|l|SD`S7&R@zbGK@n&7ga=v%_y8Mn^4Tq|UlwyI|3zZU%qd(YX# z#1(3NOuE!Sjl>N#1z(;B7SX!I}5#m}w+hcTB*f z@SMiW!^TUZeJA|t-By=zev-OIJ6mDQ!?!%=-a9Tlut9lZ&ujh}QPTwv7xBz7j|5?Yvw#W&{efvZS$OzsaqeI#LZ`Q*!}k1WUd*; z)n&WXY<7D*v|65=>HCALZPx7i&B1G4SM#0CFW>N0@5=gHmQ35f3CU}QF_vHWYIWwz z%&FE7S}YuxlWVvw9#p(4UigZ6%h5RXr+Hh2V!54ep81&h_;RPi&w0~lE^?}zzR<@m zNyM%E=7S~P4XNzw96FACseZO7>uRFttkPwX@9m3E96UcGjyWOX)Rj}RhMzYlB-Edq zBkH{0`uTTN`PrrBGdxX%zQwd%dL{5c#>&iF|IEQXu1}Ry+0z&w+nL-ZyY$cVH=S|2SGvU}$LG>x zw%|7o%g&xZ=2|24dr`{MRH6NBKkgjldYRW0Z~v&~{o?&q*SVjaNi#q6bPocS*DNlba;<3l=}yn4;lm9MApcerv|MEjms9596L`O^$!ER(e+SUcQ-(oUJx7@AbIV z52uKJzAUYqG^N99#?*fg-P>kuwb5vr)$=yT=2C6i#}3|YGrjgmhNvu`9L6fuvZv9n z<4oV=jIMQlWtSzLf1VQZfBHP({`bne>da3#jrjF`-w2cP*u}H@mtW83G~4M#ep%i{ zwUsy6#Gkdl&agkE({9VKcg8$%)<0FcCyoU@ICkq>W7CtYk4J)k?zzgV_CGB6%if-_ zx*QX;HFkS0U#~F#q9r;#vvIM~dtbA|{|qM;E)>;g6>WdI<;7`kt!6)02j=q+O!~{V z-^jKROKw*EuuY23pn3{-Xw27T61ydJRK4_$ukko%afQvK)6)O(>eI#ssVupADW6-* zy!ssUK1r%C`hNS8?()y?4Xb|h<=yJDcwk&y_OH<s1JucXUs-k!f?_Tih3m)N4~KQpju<~A>xVKnW)qd$Qsrxk}jwR3$N zf4ocA;K0vjI|C-wk1Onq;AP>wYhBE9)PM8b z_}Zy!yTkm#y-#1*cvb57CA0lPRc7_Gg)QH3da2pNUAGrK;|x&w>^h4@*uE>F?R1!U zbmom9!Jz5abRWpB7h|zmD*l)4^@*S>Uuz^Cl#1+=tydi{Vd4B~xu_&*%j>Oag&w+# zX3W2IJL5^jRLyl3-okZ1d-z3{CkRd1lPl_SwuSejD67};>9VUBOqh-=bo(`%;e&Ac z8><=n;%ogTUDdqyD85vnNKEkA#OrRBY_C?{@ox#*;dTDr7n!pS1*fAQ&WPsQCUoMq zSMtgQo2~{HGDfr}mh*?0G68n(g_?f4$Umey*)M<8q82|7k4R_kCMy=%bfQC*DjkJ>lOFx?C?H zM)HMvgoWP|yW=W_i@n>t`b~MR*a`05u;=utjw^dR691TR7%)rxe;?75EM%74xc1Oo z*DptxURW6V$+qZbnW)I>yRO#EUPe8#{teCHic4EcBsg{$edAYH8~S2un&LKH5mx(@ zXZ-0eiyUw542n81e`dne!u4#ss19KwWl;oG2S!waR1|9 z*PM@jxF`Ii&gfj3Ue4^K*n}TzZ=7I0^Y+2bW$&M=*`;W(-tvF=JEregaGScxrrmm# z$8~M=?T+zWbv$v0<yLLWJMP<}WD?=VHP`ct=a;al zmJ=5$KW1A0Zu^c4&$oN0D;iyH6TSWSCd2D<(|p^w-38b$?azrnrI?eUx~eAY%2k`@ z{c$TIUe0kX6y01>wEDH?!{>RvGoERjc~mKV(ktka`%VKw`2Ylm}N_Ah&_@ zqR77e*;&fo%P!b=m{=_M@Y%viMN;M8i?3+7e>8d>tikB4joyRSd@?wy8UpiV;6g7 zqD1||{!dbGf~>;W+$QlJHu>;#9Zj<*O*jlUc2#`u$5iR9_mXDoW&71U-&H@Q(ckWLRpgUp8}n^>R+}w<7~FHEb9(Fo=S|+3 zG0S4UZ986d^7tj$i+veh^Mn(B$%+_7+n#PMXcAbuhq19L_MO-HRDG4W@3T|ca<0Wh zY4P-ancSfm@oZ)-`_Zir$~kT@oGSe5@4I=yz1E3$n4>aw{*UoLP&V7|MUC+K7Pa(! z@9rFvU2&f;_06w|_RqKuI=@TMo-_BqpTeT;tk1W8ej4p95_>pCZK9Z^(J8abA`^e+ zJ$U_o-_EF*RWHPxYJT5N^zlATlAzFZ+MTRL6ixXhbPuc8A#7$3bF zwe$3T-JZK;dyiBa?w-4mtLt3gAFYM0dkv06dG+YYs_QD>xi6CPF*mwpRfw+;L*K{n z12PtlTi2@0uF%opJi~ALu%znk|1*a}-|$@BdaHV)ciA_Fj=nhi4n^*O8IN9zg~^&| zUgYI|EGxRj>8tU{gq!M{RlhsPDK6>ZDfy+e(0A72Wr=sooHbu9`@SPfRQ}dH)jQeD zy7s{a?myMu@^~(_pW;?ob-E+)^PcQSo4Xt;wA^ZHrH;zpUsRuxGh_RU!!PG5&i^R- z+xoL!sYZ}e#Q$6B{BeAo;R~#kWl!<&>Ke7aZZOxoX`cM&WA=+)Gnd61m}cb&n03uO zd%nu#W)*|N!!=GhQDcv8?-J=w&)_r3HAEWLaF+f8z`x7jPO`_$ou zO+N38gPB^h6!)xaSBiPHKQwFmrR#S$)HnU{k|~gvz9tZzmpQ|6U&r@P3kny%ztomd zUy^x!Ps76c7EJ@C4ZTq&Gjw{UpWer_I^*oixow=&f4e(wVr_F+`Emd6eVUgH{U&s7 z`W3mIpJVA=A%3aPY8O^+cp}06LfYuS6uaFGXIf`gzuVfq=vdOs2ZGF=c8lmd{R=zYRO$H(^d=DJ4BnIG zyl+*4ci!x*&#syAc>3h8_sYL}UuS=;kF0`NBO86`@7P-`oAGdvvhU$*=bL8HpA9k6OD` zESDF&()EMsUsQFEX<12uqkzZqRZm}jTg2?1W8XaIwvS=V>$QhluNu8y!E2ay$?ezl zzn#z4t$h3C2bb2LD@yX&hgengcjkKjx|3iSpZoIYB&)PAtv1p2xU8%>C5yy z7qCxzB6aSq)Y9pfrT24sSvq*{nsc#MqpH3solPN6FQ5B^q19T$ogwGXoiGkRnjGVE zuYb-$sV94O`&U;dWb)|6dOWY@JL2J3A9(L-Y+<0ZYJF;Q-)r-bL-y09Ps~^Gj#wG_ zm5G^WyUcV0<0TWH8N4uxFwd_~J{W6$?faac`uF+m3VIb*?<+srXV$KrQ`~y^zJ8(> zlhEvpt&hJtic~&sn|tHr`?A+t|BHyI-9F#b>t7!7=nnTwg^pE>_6r||{xMgM3e`B1 z>f4{YblR(8q4K^j&AU?6c-p@!?J=J6_D+85|9X$z>}rlvt~4Jsc=zS>>`dW*)0Z6m z_{Q^Am9KKo)yL%x*B2;pcqHr>I&pcrvEUT*cT?N@&Of*DocZ17@r&>Ek7Ot4-$-90 zo4d{{S9{Op$>mG7Ik=yS-xAm5|J&oI`n=W4KP+W9pC7t@a=rHLKjJa$?|Q zeEJ-qa&*Sc3vaHT&o%rZ^m+31t2{xoXR%tYj1Bx0_y5^vLyZZK62ciyD=jtOZt?DM zNSe!s-~8t}JZD>4T(@8Ts5fv$iqy4vOIF-*jjqUH*{Lsx=-%8{Hf`4C0ntkl9 zW38>z-e0? z=Q!v$`4s2NZ_6}pGjS}b4u5{3ef6faJsoE8E37Zf>=DtJ&o5i9_38IFrl4e3&+CuH_*EA@uDz7R!*OtV zF29pzP0CLt)%p8$q*>H{ML8TeRd2Ive+4L#?!~YqMB5mb-%jVq^J-2v< zd5rb_!}d#VTtC++{GWYB{e^13za9of6OCWq={K6W`qi`K`t57g4X#e>>_2GF{{CLW zS^nK3MknJgz1XryDgEP&7n~QK-TU`)!}fD;)%SDeY@4ZkJ-wSbcFkP#7WYLOM$2>e z?%u7ZX12!mVSDP1F7_`k>LSFX-fztLfBtvLj3l!ITkH$o>MWbXd|Tg0MKGm#`WcB` zf8H%&&%XQVNb>)DuC*KGWY(n{KW$f5Shz0G>Dmp;xFboEnm;c&_9|rw^Tv~o6E-~2 z;R?$8daPp~Plbh3zuJy+Gp85(r)Br)sAS$$o|?m?<(GXUc8&P^#t(}_R%PV2XV}Oq zeLi(gBVOz0d`)q-s(YV2Gn!PU9GzArCACZ9J9pBaOVcx#{P}!Xd$)nY-iZPS7EJi$ z)SHyjaWafuRHbnFl$9bMdl*y?u`c@fv-I2zpQvR{^3TG>9Ia1hW@|^T5kBC`Teqfc zePPX=yl9jCKflghQhYXj)kO!rQxAMi-gsHwir!vOTbG@t8+iNlmx>z>Q>-UO>^@b! zGv+q`gMJBVyIp(bZ`H=9Utmr3dsH~rMPk*NUi%w4s{`4NUemGSUjAjO$p5>u9xj~I z`AR=8V8TqkRRuM36m5_EO8<5@Yp2;0ebp>s*F)>i)a|^^_MFjbp2H^v!}B{%oSAY@ z&MZj((Dr|+tIjFzNo0KW^Pk#^uVr#1`nba4ew(9XJ z>GcxNb4(p#oF*CNadITS@#@Wez~XQ{>&(~66O~c(cI~y8ru4FapL>ONV*W+PZO5}k z=UC|~Z=53;d)iGdr>$Uie240lCpqt>FWNmdP5+%T-f^jDiCUu`}^elja6$l{n7T3dZ_%x`Ha;Yp6&&8!FO5DZ@k6o zvHy*^&A&LsPu`zDKZ(gR%Rd)!Xy=jNd|_Gpa(XLQOtLVnfA_NYc|@E}-c5%8vG0#) z?Agt{an}@JuCVx{t&_PYc52$gd$V4i<*2DHdEqd>#<=W-LiH87UtL{R{ky-E zH_fSj8N7R2yucKNMP5n^M2*i_&ii_I$wf^~4hH1~+HJ2-e${&Q`tAu`g;M9t>uP2xsS!C3z{qf`HMpu3ByzixXo9l94Z);a6 zYtY>0qHMJAE91r+A>S{R1X=GXSf?nZI5mm&xmv{SzN6-EXSuw1=};fWy~X$4YzIS^ zyUS#(T2v{nVZ`+Z0(uuA9$pDhQG^z zP2gAlwyuj>8my)Tk9q(3F0($If7SMh>Lez0*JO6~`Ay<~G`?MpwW)f4WpY^Qw;Rc} zn@)eZqL}A;zGmB@jn6$*r;3#_$UPNLwNHs*E-=5fd`E9r^p+MSnTyZF?*zBZeR;ZV z<=wlC_UjDQG&Kcct6S&JdA9dLxN4nLq39f$^iy_^5*mW`P5V1}Ln60(YkzN2u(rux z_vFytwjXjG{Uxp|52Xp^WUcIeB(!$k#DC2llgl=pp7->i*-k;^${d{Nt9~;YiADN#$dXsuDe0LHP1J}Y(zPclsvjW8Ode>$( zcw~ic{?@euB;&U@r@H`_N@Ku*3`M&91I zm!UJ4H-F~(`ghlzHO-h+ZobN9aP<8lpllnoJ0Ri{N8W+-)V-5$Ju%7IAVX>WS|%{yb7&xe1H zf_arsJh?DgdhMmuh31cs+K2Z}@%%3DZTvfTsd(k{O^^GYPgwr{bDQ3+AMraOoYSUnIL*xMk>Lj8@EEIuCADUj zDMAb@<##PBm=J%>+2o!2o6--jnp{5iwN*Ds-bsy{w^6ga)KivQkCwUG7u z8RROei>D=gHuX=~XnH4R?~5-VgEoavsM%;^I$xvkXW2^gb9L8SPG)K)@i=@uWPaEF{PT;23n@=#7_wbL>4jF%Tn+-=R7l(NE=ov(WTwS80I`Q9eDWZQPhgB`3M zx0=ri+&q;jr#8Lg?~A*&A4QKW$={!TUqkA}8hI|^qy^=rhL^sd^FP+NulpZ=s?Gyz z2Ceg^a!;1*Q>{o%=qwiF>svF$@Xto3qfP3GZs!j5>D@YYzOazXWahe+ZL6G|&Ry}H zy6Pi8YgybQzZw3&>k5wti0jDsIo1ikI#{Z7c`<%G%=K5q+xS?8j)m~enOUIzV2!QT?%t`J zHi{>_k z*_^!3bN%xIw*Dyky=B8>-t`S%D?aNU2%tD|AOleLKmn72OX4n!}w^| zdAEZpD|Pm-6zP-jm^CqO!ut#CcOEM;ojCbCbdFkBogItS*AE|bWKJB`xKOa*kV0ZE z%Ysv<G-0LZ!8TSZ3JX zHeFek>+QDwgOLKGowYzuX;x{PX`z!TTrIx$4xEnTb?0nY z&SVhuWeTevtGwc!E!+|;8aI~;+gVK$*OmV9cBcN^#w{sUyt7uccUiu^QDnPM(r2;U z;#Or%tuHS!lli{UTbDOQr9xy5;$IPn?ce2gR{x`X^TD9xivdLU^ znuk5_yqu$a@}a}xL_Pi9hNB)VCy$rMF@HULBFs(fx~PAz#Rk??|5pkhr+@SKx_kdF zslszlU6rPsQr7wRK9*_QVs}>=p6!7Pzg{_aIKS|Vm239p9_|18B3Aue(RS%b^@95B z&2J0Bg=Nmy_fD5M=cXpw5PI;~;iu)L^?R=rHaYGLcp=z&V)Oh{=S^D@uI$_4*U2W4 z{J4I4a`92l8I1o8&M#V_BC}6q`Gf}n|C)Ai`iq!lG%iSIntxdRcKzXl9`?6#>OY#= zJ<{KK%_T-<#ri+BdHa4Hs?5*3moOzfJaF$-#U;Ithqi@p@x1z3`0w>}r(NH#y%IQe z^vI=0nX@!FbAC)+)qm=F{QEOm4}?Fx;Bjm{Af>3cJ0$INQj6ZtMZ#8P%moMMT>G}@ zZfhQ=)g9~etapqjXFKk7eRa`k_A5o*rn^$ri@v+oIq$z2Y?&F^ExkM~`;%Ro`^>Wf zx9#-)$bPM4lzSu0^!lnn!L_?bZ$^E3u)VB&sjPC6_U(zY|E=J-Gshz9Y(v+TTh5wx zfit*QHb1}dT|o6&OLDi0Om?97zd6gpE7z<&acf`Ddui5P=LG|7-xwN{e_gc7(`#?m z)kB>tu4;(RpU(HRq|N;yhtrl=;a?X&@3iK5oWi%?p~mu||MBHb`Y};c>_U_`WF;Ew*6mu?&N#@qfB-(zM74fekyXv{RpafxH*MSD@w0T zsC%Qsash)w@e6HvyxJ=tunXmHY{{?Ke@k-W)~Rau&cvPl+4@E8_Rhb_{p;)47r&lm zVd~)U|MJ(h)^h@Cm;%2ztXS|;)@CmIqZEAlA+$l_xKW$ z&buy{A7vdd{j6E)hS#0)BDa69*lzRxzXi+A4(6V)Ftg3u5*N?i)%K_05l5q2|FQqV zKF!6yRh)T$q}INF{(j4{j~g!kc)qvf^6JNz_o~fN-F8b`T(XUYvsmx-^3K5Sn$Kli z!4Iq?p5(t>^W6Bhv1an8iN6*5o?Y(pI{qO0;ZZx8A6|KX7P4+gdLHjw5F)wi!Ib62 zrt|bI=KS1M_Pgo0K*-Z=+zu0dU)A_N?b<)brL)cKo4;hqzVzw3alj+#(z@JI!~1`o&55Mq4Q_E=iVoeFVD7n zqswPp_}uOG4b=wi{)N_?+;wB#)oU+UT7IbI-yk zr~6`-`Jy)c?3rS53*SBq;_qKKt>Ei|glB2l@3J2()#qJd60qXJ(=HR=$FZ6iqpL`41Z+}NuPx4s)p4V}yhYUZ; zU--E9$dc;P!mAgwrW9OS6!E9h=BgKC{k^5OXMQVa&Y!pcDCdVo23sa=xst8+?s~Ym z)9(BG{zY`m+ID`$f(akuZ>n0lhUCkgn{ng(oZDLS?4%BTVtcV7nxo5|^Vwy`i5h)t zcicK*^rQFNzpFCcbL$nS1-@DtJY~{VHt&l1&X0oZT59%d@7mn^_SE`FMz{&Lo4Rhl zo!3F{o4M~~@*+N;k4)I09sBCgGG@_=V}kEJ*K2C&t7=_8?^z?`85AV%%D!U0Qp%^C zul>*XSA396{JBM9W?;r8kA6nk;0qc~Q(BLoPLQq9`nY2H)NmiB`sXJ_-TXP$9(}WH zQnj$nw;A3h!kZLcvum4Ox0)pqw9xjq!n)T{Iu@@39)6szmFXQT?j0){YdLG~65T}8 zTRYa(b-NsEx_EY(bNsYv-!ES8u38r=b=tDj(BFQ+&Qg!{3|xm7=ALQxYgbzH^o6Oa zIG3%1hl=HaRL#2gFaCNQvR}2Q-plqRgH&R1eQN!a?Z0Pa*431pe{*Hxl z;pqlWX_nW9E+(wn8{U>)=4D`e5fygM(KfbTYel`97zplx> zFCC9eD*tA1(*1X(9Usz0+?q~dW&&Wbb zUth=PpIPju12-r9HQe8}_Zd?_+50U;wws@}ZPyjAFmb)wS$k@>`<`=Gc8CTYKJ{F9&1$8^>5Ds``aJ!3 z`i%L_^kY}L>R;Wv>UihsypKUP;(_jaT%O)|zRqT%eEI*M=UTJ zy)svWB3IZ={Q4_NYF0?|`n9!+lk5K3t!Dnc^W(3gKx3EFH7prxG$+g773`H#jjq0P zmA7EZnaQ(^&z87Z1Z=!$HX+jHN$1YltV@IWKR&sAt&u?`%XYof{$ukPR-NYg`SL)A zp-uX)^JY8!m|iw?P^POEzySo8ExY{b(qg+gJB zeBZWCc=pd_w?B{3*HnF}2eS;HOC2j?U0xLRd)dZAe;;mSPGRs^pH=WWZRLx9h8iFB z_8*x)>F$cv_X6BoOuzQ`t!mv}y*svc$<*&tAFd6sX!6{ZI>oMWnOZORe<3%&{|;(g z;+$n19p>9EaqZTyH(hl0TUg&~9iPM$Dc6QOHcy>nCJJn6U4QE;|H4NK997BLe?prw z595yHqRjWWy`YYhP`8_o)7!YcS8e z?HDW58li>p@ukwM(l@K8+eazL&(Y9O6j!|JRO_%!cHQ=GCWa61h!nojY2j5e>+zkJ ze0QCp<+?rQZ?@e{5)_I3Rr-7uckQ$%Qil@rQuGX0e3}1$%P*7dPP-Bca?eSm-~Y8p z*wMsQqsF+0`vKdBIe-6rTL11+G>^ium%HAI*;_ySwfCi7*3FZf{&-8;GYI!D+V*8* z(7$>467m+?8+Qs`c1q)QI-wWvzCrof=ZSB7mbaX_f4AkwtDLl#bB|Bl;uiKUF84-k zPQi^5CH4s>JsB%Y`Mg*Ya&HyRHnKDFl5%4@yY+4*+XD}qTyHz2qUgfv8{Y4iR0f-N z&HAb_SxZ`~EYI{n(Qe7&fYQJPeRt&(T^_2Hm~m{j6?ph(&4*>`Ec}kDfe#L(&Ds)X zFmGPh?Z~O$Q@(rlwmm6sn4auX8{+ZuW5h+*xM@6_ly08!Qu6+^`u?7)_cB*qF|R#u z8(sC-WV-w#-`WMAOc$ozSrqt2@yERb>{-I1-Wpl+x4q>l^v|AYJI9DcB;8}S{&{wl zk1AUkGQCqAxn_KDbi6gGb?Mor|C=Vc&uuhbut)Rg@}t(W<&#RMo|Z1;RP0kQF#5gp z2FsJWDiNXAmnW~0ez?hfLDAOy=#Af&h(F4mqu=ncl}jsSwf&8(lLnm5FO+U9nXMmp z!17xDgHw+4ZR+-gPI;TS?yh+k+?Q=r*p+1T24o^IOU41XdQ51H2Y^R*Zy47Gmw?2ns@m2Kck4?Ud^Tv_ z%47B6)1zI3XLqfAbLX0I?9;hk;p{Tqt8Va{Y8rJ$aE8p<`pV1Lcln!!I|*~@t?Jo@ z*3F-EXX?(rj|PI*W`?O<(r%EMX05uV^5`*#9Y^NaI6t^pf9c`zR&y!)`u6`D3|rY2 z+1o4Ln03eY@9a~rtNaArws5ulCozN0NdCZH_M-5Ku1;+89w`4#ta~#jdiPW|+aCh0lU@kUkm;(M2thl)(r&Wd>csM|Jo`HX*>)4sg!FbXN$YyWDs`_a$x zdy@OErgUBrKU*~Us;a={iEZcF^&dA(?t8NE34aO8Mh?rZFHf02__($H)MxoaFSotC zx7gs-#GjwIGahkh%Q9?<_$(`TG&f4?r<#>w?3}Q=-#o}Q@f0w5p5Jl&Yt+~K z5l!a`&ReG)pCO>#eDT-L4Tg`zsXfSL35ri z{Vyb2U2MN=XY(QFfR+!sfm0WrUON&GHKj+jN3OY~sWqBXi=k27I(oy?D zjA;P}k2>?5dw){uzv>0eFWMaaO5IK8z=f_&Ud~Ao{~gsE+D`CsZjn4tpR4tT>A&%b z6)*U?L^cLK{_D4%q4IdF@{KLkg{{+TBl2T+&Yh#@#LO#MpO`UMOZ4HpgENj+>tr^5 zUVHy~)YQ-~*V`W{EDV|_v(UBv%w_#cmuD=Qm0E*H~GO}+Bp zv36J8Kfk+tW_R{i$C`-;FQ^+&yWDo!cDw)_sK&dLG+77l>b?E>sc$B*YkOY2!S(a!*;G%jt7jGj?&~}7 z(Lcrg$pwd;AA(`AJlEao*tQ;EZZzERc&DV(!4n}2C!QH@kyzD!a?O?;p}Oj2O0FF{ znRCh@+4 zzjcq*F4wz#f4l#(|Yzk6Q0~#l<>ysTcO$QZ_hiY$@6Gj z+Y);HYIV1L@Nn5T3WZ)2y<;jHBvN^iPvob1U*eY!Sn?)F8O)eH+Xi@&ZjS-9uLoZrRb_2~`r6D=0?97sJP zx_8@F!BeU!d&C?xWd)}`Rx*}%6n(UJwWjT{>Bri=l9PfsT_$G>{;2fawX#p~@pC`x zeNIsv!SfF6O9`%?yr^HH+V9T0ituVfHRhEc_tyu6mdSPOo!0xPf5OC-d!s!*rronT zd&|Ef@a|$uO*XrNu#*b*wapdV>lgnPU-Z(T>G4O7o2)V5>BODy((y}ka=?G?@jnTgqR-(=5L@DW#=U}I3F>a#3T zP~~j-q@*oZ{s|uWZ55==baKL>O;OFOmTOPSwJZp1NLSKb7=A=`X}xB;$m7;qtK-#T z!&h^?zMOf!#2_QeUZBRvc;lRku6YwXH)+p%@w4v1tt0Ep!-WxOAMN?qg( zSX^ur;Slllg~1ZBg_17*T1@iiCeFC{g3m$M$DP|Xxb0|)|o#p?fp18 zV)u__;qOnr6Y+c*%Ti-Gt1(Jo^}i$KAE8d=EtRp+>7=Le+Q@I4o=b)3 za}@3^iS#|@s3E>Bhk0`N)N{{18ExovxMQ5?8LwBTJ}b6K@%xQ4`zoh(J}%gkIq9L9 zkl5^9Ynoo%diu(0lB3&4y9g#5pT(-7a@{PP1^n@??kfc>rtotgc^JI*nPB;sUH9IE zd_VKuqoegM9MRe*8tyQc|A>+4 zo-r|HS+dH7M3xYl@XH@!6d6_hx@6W^FTJv-H&=Pd!KAjog0784%?^rFWv1M?uxiQu zgpVG_yB z{Um$Ei&Ym+1x9;x$^TII*%D;=+b1&Z%cf46WaF+^(ne%!F8e}cc|t%`*Y zKBgqiw9Huczw@e=WebDr-QK$a6Cb{I<9(uDzJAecv$}P6tCY%w<7f5FTfV>YpOWjk zlXI7UKe_s`S_Y?s`4euX!gaIi8mH`EkZ)a-?4s1=5n#EW$6kePN*ddrzyJPymP(b( zKGPDsWJb*jrJ|Xek10l7a@hKEuKje?hFwjKr*0H@-A)L(wPi-u{F$oLJs;foa@BXE zeyFrrFYBh=i#cu{nOVb{?xeTB{r&sC{&xP@$YuNGY#!$?+sCHL6Xw0Wby?NdT$jg< z5!$J*a$a3rJ4^a)>zaOZ))nv*BJ%4@U0iN4;^>pOT1Xo_tJ9*S? z&4Jq|uCXoBihZ$|MX9j&sNJX3fV53)Z9U5V-=8P0Qjy``Kl8=eUt4G7J6h@WU$;wZ z+tz01(&}S%)azr1s6O9c@w~axZHI1|@QBTJstr4`VgBb`hh~Ild7Ru*p@02Z#ZPI* zDTltkU-c*8>wC6SLJRgBW97dR=QX*oYd`z59VblYUF-RDm+#QNMFwk6`0n0)V*mAZZHsS{?uo>ZfiQI{~Yt0`}D@>{hV znOSUn`EFV=nsrZ>Xl<*DP4+n$Qg&yVWiIbpuKV$;glzVGcegJ+d(9(MN@@8Z2IFF(DwvHVo+(tR=;{w-PDD8|ka7XPS~(Xo5c+dt=z zFOX3(S$E{I!ipU&@(f3E;wwMDdD8S{%LhH{Gq*Dr^S7=J?K*BG?fdNd6ww=Zz3#J3 zFFe!nOY7k2nd`P6-z%=Ux+?vRmv>6w<@~9$wX)tPm#(wskgI!sFX={QtDcc)>c{`* zpMLdU>TyrEbcN=kMuiReL2jD%MGdm^w`cl3a=a2HH~U7{J-yYRkKS0n^FsT>sm#u) z-6B!%L`3dtTi*F@!TV%V?H+-;``uGN+H7ERRQuV$@ry5{AU<}AXNK_!vjFRN+uy5Y zpV=iIQTB_+f8NZjy09C`8uxQP#>h@MXj#AQL6z^E<11!)p6Xt=TXY-U?d7&ldBd_2I)^ylPyVHcT6AHG^c;)!PQSYFTRUGFB?qdlal7Z)c zcRH0^-~TUu^MB8jvzxUPgqO7EJ1=c|zrZP1w?*Z6)%(S4H~zg{`Ec#$4UPw`e+$g` z>ikULg}KDpx+R~oBUcp^O_!@Moe}iFhsVSF(v<@p96JT~u6F1+IoX?Y&atXP%Sz7s z?UT55${?}wTwdJinli=m?roRKUpx!de_gYBwLXDYqCm9~Tt}GAZdKJZcJI$x^-GbNeQ&xtb zT@kid-tLd|#?&3`Gj`1lkNSCCNZie#c*SzE|P+-Z-Yvv+spC z1K<1dimPm9{Q8%hC+rqclr?RUI6YU{?eg@vG}HgzQ_RGenM)Q`@lLa z!$&!$maA&t{S5D%bi`!C`96t?oFDcxzn(U2x_*^;SE?qb?3UY4r~a`2zU7(wu2_jZ zz5VrdF^}@hcq06bwiRwQc=lj{=1-=TLYHcrHk`{@tf$ea?xdAn#ysD`N=fX)odXSy zMvemCjQetT+*J3xY|6$aRr9r>ChxSJ?85H3jba=9rtVr)8&L3N?$rXdPqCL1+gybL zSnO1%~<6?OC(S`X2E5qDE)~kl^ zUpI4$<;!ZJbM=3`GeY8*P0-sQ9q=t>*PRm+=6`WjbX_s?$%Pvg3xv39Z*!F%mFf4m zu$%db>a^RhgC?)&s@s?oQvRm*RmgW6;bL{kJ-Km#GwaVx{VcF-GFPf@wPWbhbAwNv_jg)1`D=0LM?v<3 zol7^iexI0ErSPRp$5Qimq3X14+NtZb*9R2x1?daM*OtDWdgdtK)dx4at2P!~XWU}?DPiUOOU6bz9USXZH0@gX8*1%+ zg>II0>u(6SxX~m0b&b%Z0E;v4GLB9^GFyLvnK*ZU%lH5OX)nI3x0+}7EN!h&sfu|oDJJ*Vx^{L!-^;cHm z!oB*>7P%=ZnElpF)iqqA+x6f_@j2mp3yS_tkpE-6xME(g>%oJyZ@-(ANjMs={`~fU z$4%|N{6noqzqZWsN-r)u@i4n+zVP1r`95n8)?MfMC#2!NSK^$$>GjiM6Xh9A_h_0G zNY2?+%kqhr`SjIhG4QyS`I~RY3iQoRZ(P8y?ju&2%`x$^e$9X8%v0KM`v-%wSdwK* zk|*E)CHxz_>r<8mi)^u}^2{-6lZsth;j!)N=_ui2OJAu^l#X0`(4RNYYkBeWMW$bK z;^L36D)ipEc>6`tuUqO-yu8=?7uA?e^MAJW^?v@>ZnFd#GB$g6y5D*m`ZteRuV;2# z#(@yw6D`&M^J9})2^1Z>ax+p zWjp_M%v+cILoZ{a#Hq7KYHR}iQxxOH`Nq!))uUO7IXH_d;j_b z`6}t)+YOKI22C|tcl+&?zysgb_WXCRz51h9EM{?6s8#o~f2Y&}crW-v_StFItBOlIg=TD2J2;nH=Cgf`#jfKef6WfF zicMeeZoPJx`@@6xn<824^-@K4{VUa%GTYFW$nP$yvMzD$yW=yu_ZhkRZk=;(p-_qP zdoP>&-2oQYGZsGAwpu1~q3^e<^(W`GdwL%xh+3`wbZD=5gz|!ykGFKLUC5P?)xh&D zMZD|DzKsH$Z@f?beEs-2uT8J!e*ZAj8;tAz@lC3VIU?zFN#Wr9tryuuu3Ig8UjA9X$1eU^I1OcZpH|!;2jswmk^jT6$qIlhE_SA@5z3l6rnmPUU#GBbM*6xY|~x z8@v9m&i%-Bq|08@=6u%sM?cditUbg0^l@lsU98hChWSOCE`=2>)l@5GOe>z}Qz_0Z zbUg8}rcc89{gN&se=DtgGlkUZ<-0y^l-4{;tB_-3MbELma=Wn|C_HgzL z|7b}`_GwK1^@2)i-SZ7j@E`uUB6ab-^t>vbqtgm+_N#AQKDl7}Q8xpbsV$kZ0y`Vrvc|!Qt z{(JKU&)%2%y+?|HL+ORkhNp#_Zk~v^euQH~+G*y#o!4KQ2%GB8|LENjZmF!ZZ(3t; zI^({yke5!5PfHxq-b$4=STIlfm;Jr(L)xSLkqg)-bevzaftXB9#yQ;jsV)b!);ewv`(;(sS6u91d41ZFjnig# z&dMnW>3qSLx9nxdjfY;J?w1~0{nlBQ_t@u_^?tMde~CKfecLTT{YH87t@I`DByQ&? z$u-@SZ|HpCbLXv=_r9ePMzZnY53@>~4$ACiOVjRswfwnn)1uj|2knkd66{S22)+Ba zZ0F6hkE^~KUt;?e*1GT5>*7Q<_SOlTISdMII?FFvvgy{`C_L0H7WLZVP+8DspU*p= zYw9@9{;@a5e%)DJrqyzM??i?6Gi{4KHFx>1whsF;*pe== zSf{}2@oV*u2m23yUn%NaF2=tr{;S#3nH--#{d!+CH*kk|`v#9UK^cl1mv{toJy*}@ z<=GinRlGUm_ENJ)(kZe%FRgY}INf^r)+O9Wu%&H#GyCLZq2Kp!&Dg7Yw8Hdw+orcG zcuf8WPqkpV7@_Xyo^tNkg3i8rW}detWtUmCKE`M)e}8UIhSib-PU^3keG)$0S^I*y zrC3jP>5I)%tT{XPzwq12qxmrWSF}p`gonSh-Re$h9E)M?y-?Pt{QmSOW%0tufV=Ec zvs^B=Y_Zs?GMR01%Yr4#pRD=zExodAm-V7(>&?%NO%EUZ_3^ryav;aoSL;}t>Kcu1 z&CQQ3lGqg9V&mN3X3&_`yfiF%o5rfUe{@>DA52*D$t(DB|K+JUrFU5xx2fuu+JBs( z(&HcW$@W6P{VCzc-nHy74VwMpSCXOk?-#Snk5uiy6v99K!hZ`#j_M3UMKi z7teA?dMa+qY{$I&@T)6_R>iC+l-<4d8>_YGFLimA>2puqsa<|QbI+XzKOULBYAUGc zDD5-2-@M)-vhlk@oZRIWWjTXcJP=5j9@d2$r~q-nJ` zv79YcH5?s{}Uz4@6|=h9k=RpPqo=E7RTODB_9QWaqY{o66=L zUwNZGQ&FXHfq!mdz>_m_n&N6kZ@3tbGKngz5pH|BS$9$DlZ~v~oYHU0o@VimnSIb% z&L?DcZk6o$obp-Q-+wi9n4q?K?X!w2f$ROYVJ@{o%vuO^f#m zN}X|=xh?3N_r3~^rvX;xd>8ASXXwgItCNj7{WhkW*Z8cC-?#tbyI*fE-IXu0T>AG0 zjekp>Pl;N8XEkkgHo7=-@822z+1tE1gJaKHeth+2(Mw^;`#INzR;z4?U$Sko8}F@U zCpfzc)pyRW$-8H}aPyj9uYZ2b?{Rq8^{vNpU2SgC$s0_}dv!7cPs#EtaUELL_Q;2= zZkF)GjFxAoHu3NaR@QJ_X>D5{xA53Zn{|ROpM@?BcV;{L$S^A0qyJzBhcd6X&6cf# zA&(A4znP-;zfyhmwZ3;tv?6B_ubYyPC*ggNS_b7f+@K%gw0T7ihA{(eG?}K<%_yi*;UZmy34U zalKHnYxdr%&cx~8({eJxrd{TAx||0<+-Z^HvMmKTrXFB!`Pq*NZZpR}sE&B%m1 zdgpro@{p4@dM||-k5sIfUVp8A?w(x-a}AU#CLT+@B{z5fhxqktGdfErC7Qi_5PA0m zlS%xe^7WgNxgPB0b2uocuzl-iw+mT(=IVd=dez*WkCyQ*nh|^PjmV?;Y(1^e=8Hcz zm_)N&N^U%RzV#tf&kteVH4E3y6`R@9>m7fYZ%%%OsZz+N=6uzIUQ43?EYJVECFi8M zOYi2sR{Mq(Quzk4wkuuMHhoHHx_$57J()S$3puR=o7cKkTinjQe&UI_ui(dbeQB)5 zTNKQ=Z?~l{i4|r#zxTeyotAr(UE|*zsxR;A+s7?^TqeDC^~BpbCMHsyS+@F2Gfu^B z_6+?U)Vxxc^%BDZ{{3J7UG#rice}M{(k2bj6MgTk4i~nh+^BeEr+Gho#>Hh4lNF9n zGh(RtQuN}W%DXw{Nh>@48Yk9!?!Wu5;NW)t>GMphH>6}~6d!xu#y=^Y_mQG!Ro5v? z{eK@c7~L)~x$de{JsUr#C){xAwnLfQy!@|k(!Bmta?MJX+HTd4AEe^~S6P@I(9c*| z|IDyD+H%9vJ)JEt8Z-0y&ezo6`d=obc_E^4+ROC@%%4lc{I5jb=h?XD+@Hy%bKBMS zXllK?J9Dqy)k#^^l~U82l=~tI4{8U_yQS-}(&3`eAx*YV3Mtn&JZ~%r4z6EvLUCEv z{3kabR8@K2hzZ#E=eQ~p(+Z=)e_cP>+Wv>~EaFn$wcPxI%JoN!KmFWb=*ydTCH4Cc zQR^#{<6>uBF^Z}2FFRQ8)L^c+-lXHVdBbn!#IuGEJ06Smo;smFv!EmR<@dJg?)lzo zUb{JGee+k;KFu>Ff2lCbCPl#sHj@rlZ2U24%X*myaRH{THMKizROcIKFbBS0E5dg4 zf>jHz;?Daqh5M>k&%G06|E7`Uf1jHCbcLE4s};J}46B0m_DB7!U-qujd;JUj9& zMa1lUj^(yXRu$q_lh+#0duC#OKI8fcbJZo^jwAxr`gGpF3Z_p zU2Uw_A3DY2c;{dk>&8sghr5}J93rLn$OlR-aP5g{WqF{R#E|pf`^T=Ovla%PFy>tB zvX(7Rfy+21M?~DU%`J9+R9#e-<{G2 zymjY_gbic+_GM?x;-=cndk}6Sxwk)J^=>cbf0cRr>SoPt=$UjvDVbYA{jKvW55Wr0 zLz_0e3E7l5&GN#5&7Z;rS8v;R$Lsc1uc!y7DypyiT~Q{+F>%Vd7-8m_6`B9+)b?*( z`1t8}&b!~H9Vls+a(=yr&B#@J*XajdQ5Vv`ZM~t&#^d@^prtXQ`NgijrwJVQ6sG%U z)$jWJ%e{DC>W}d6Nq<|O6))3zqx0h3!OyFj-Cxc==sP2n``K@nw%+q=OXjZC3|`jw zHD`*-DSh2z-lEba>C9i7F8f>Vwvo>|@Jk@?{*H|A%<;x-l23{&SLJ^CYi7N9THYGb zh2`F>Vlwrz5-&&0o4K#EKq=ys3xCwrbzDmnlVgs`m8Gazb2jUx2JC|{kid3|R{F*3PlA-Xi&><{# zt+dp8WAlaw-kT11-<$EOw&2ovPZv?6rhS!B*F#H>?RY5bbRan}sHJ+tQ}OQ0eL>3d zZw1PF%Koy1h(<3+DxR@m&Rdp4E;A$2Zn&zdo2btS`j)dm`G%JZr+M6Nvjp*`J=>~& zrFZE2oKDaAouFkXFw?m3{jYc5!=xtc58l1Hh+j|TWA^hef7bEOmOC)(oa3I^oQ~^i z{ymS(zOE#HQo}XJC)mS&#Pl-=R;HUpQgYKEm2X&`4UC8>k zVp@6RY%3M}d241dOi9<6tn<}wsg7g6tohpWD|8p0+#>V)^Ny*3WeI7oe$AV!WcK9? zn_9}sJC==d5?1#Ylv*Y~zJ6#!#`C@Z9IG~N7QMm$cm1|cFIf*OO`9XGw_I=Eq^04H z_nrD-t5vC0Kl@@mPei21zK}Q%)@#07b5{LV(wb}0zjU47(I;tXY*Evl|{QAO*iO^ z2;8h#Ec4skT`$?~;5ts_zAblb8#~{>eerM0?sE)R1itXxp8e;YZ_Q54xE!B5zg~B? z-KiE~mo8dmmnxH+&V1qPkDmXFrKSqM-rkmcbD^m*)270|w>Qh3d3@pSeZx+#)1206 zW#8_d^|`?AC*${xw=<20(O+4DyS_H~$XnU(cOKMV`?^Xy@Xg*GH}jKNdnYZt`>Abv z(bT(k4;i*Cx%gpr#Hz$IPj0u}`Q)%L!Q^wX{)%s0g~gX&Y}23kQRf3s0!#hYYp>Eu zC-+3ix_{M=zv22ueSh1w9O1@q%n7HRzT`0-+_mHWMCaDGjg3xEA7?!l6YoCB;Ig-% z`Qg{U9d>-1@6MZGx95T7UCXO2AM<)POV73U&HkMo(bM_ni^z>5oLfX9Ox0x;I=}i< zE4k^-%Jcav?!7qu#zWuZa@Z90;9BuNkwt}n3%%YQUy>Nj{Bp|!_m!1pRmU~tUnTt% zua!7)a4pNNMXpw7c;;Jw{n~Pq^`FPi6^kpLcq}^2zGzF}U$6Sxf(XZuPl%F zyMc*MtFN~D$W%Aa-r89`rN09l9w($budh-3GMVe;?TyVBnM2nfTB!b{#{Ms> z%ai(A+1Mvo9frZNwih}t+UiTvk%LTPt4dBw`!T6WokylLwS{>iyXJRuM&z`A-GO-Rj1eU%k^1T zmbc$=RABiZy(hMIdf?mUjjIGYUk7;K3-8WOv%2z@zwXA|`4)2n7i)MYs{|O-+Z9Y% z=X$@WBKsTfr&6PX=hnJ9cGw*$yi#y=!k61;``;|+6#R4dPuIn8v9y(HJ9tHk*C|Cw zT%MQczk1*8rjDNeyw4Xcvi^K|?Qzie=eHNtYgc%!;`h?;Tw`}jfSv1?#u|rBK?%|s z%XOaYUw*u+I!NZL{{FX@*5!w8TjW2}d*;f&9<$`Fo^7&Q+%DAhJ1?(WQ}F%A;?GBU-bMP*|($bo_ng>Aa_9CnBe2*#4d3d$haMCF*+B(X2ykoeR%DVP~&U zJtO}_UdXr2amiKbZ=4B#a-W;@o&Mo$p%b-g{rYEOX%Xi#Z`Nh~IP;15Nn1 z+CH%h{F-K9#;>5WK6~B9^)EKx&N=m!tGTP}JA<5Z^F+bw8IHk+a`Tn_S;){-?Q-;S8%XIageyJ%J66ByqQscN4jNIlVs{# z-Oo~rGq#>O9KSB*v7g5G+gul>{p8B9tj^GwReWaJr&DbYcfY=1v)8F<+1!^3Ge7Np zF!A)p&G)l!Po84s!~L@SXJ)We)z-bGJ5GH4+OqjW;@yjKx~BqVd^fdSl6h_BTkzj) z)>X+CyRQeC7c5BTy)6`dR9dfSwUiiBgA3hw>`?PsO(~;__ObKokS|$v8Gynctd#ZiH zn}>=$k@EkF-=1upe*42|>xtcgTRL5WiuE$H1@2kLTvnc7!@p*a#hMcC;4n*f#bl{P zsnK?!S#>2l9gn0h`0pM(u|s9zPpQ+Zi}@MaOf{3Iu{quEeZ+8yhi zYG=Ai=A2BN@3!)t$GfL1-Bbk}@BIwia5S;-=ktfl&y~$OKmS>7``UPx4GP+k0$KAG zw0xV&ajL4SrtMJfT8oP}%U7Iy!=<`>?lCtr6$P;=+xkB?{HSbvzdh1_rv7Bk-JIw8 zZ=Qd#RM6U>#J+`HJP=P#0xI+?wPW3kJ1^{HD*Q?jQ2kN6rLmiN=eF0yit zP3+RVAieE3+2un!<~PjRcG2noeX+wU)RU`HxU4=-)BC^i-qPNSXUy4_oxGZJc*}R` zuiN(>d6)3Q__OA&asF!;4#vy{u3=Bb0p})l3Zzr8u$GFayqr2bUB_|pIq}H zXLE92Wc|j{zLrmtez!&NEYlB%w~B3BT{K1Jfil~v+lfp~tf^;qrJeG!QP41!JS%uYM(E8m>a7Ju2i`bPL(tu1fo?R6@faQ~A}zt@43QbDyzm$q}YZL`1P)e{^X+|(OAbMCSu zkM8Mb&)U6jvI@fs(Y`GbViB48)~vhuS9&BD=hPT5OC+yI)#K-p$z9%1zxl&2sjgQm zUvQs~@5(-vvy$=qhsec`ojcmoCKRn!&_9ske^&pw$LaXU;AwM2R;{`gzs^wQ^o`~F z_uaILmO3J&`E|MLrEmAlt=BS7F>bzL{JvV~ocx|Q1t)D1UIpD>awAP-O20#k_xJGo z3pUAQzuD=nnl?@S$c)XaUb;np-LUrYga=QKb9VKLH)OE>k}Ftx;nTeEmU`6yrO;>d zZ!S03$(>-weZXq^HY;w)=(+9p6(YXcncaT1sbszE^`t{5_i)7=VVliBa1wjssgY}OSghqs3Edx}nV=6!f{fB(V{+nKcN zttRk?*8T0D_r7Zn$4N<@y&ONIK9!!+x+AZ3@|c^Ex#Mr^8_5x(rBPLL8d;HqrmTs4m39pdps$W+F7jUvIdAMfk^9~mWy#}-Nge&=KnfGNc9NqCq zp!@8Gp7rK09w+|YXK^XK%1vLdWZ4G1_#LL$cE+1>n zS2%TE_2#!8%}T%7{MTNjw|LB&exc`oLxr)!hu;^%`mcNl$h_~`Cw^4_&_9l@<1E=5 zzv-7wQHp8ZrHF}qcU@><6%hNK#nbx7fp;5@J(hg5;!yo5VJr*?1t2XlPQCwl+Y@K$UxoBf; z=9F`6W--(GPG50!HGBNA)@@$%`B(BMjy=?ODw%UMdB;{Y-u{boT3;FI{L}g0@wMvC z6S>^_-@)$}&3G@)w&UjY4%<%cr|azJXMLL2#xz}cp4$W#k<~{P@k0ka^k*6cY-7O z|1a72dQ&Ca!P^BVtD@cSO$lbW@ODCco6dFlZB4vFN^N2dd`o5*_s=1X z?q~Ck+}Ag|>MhD!DSR-}ds(B~RUZbMEhVq(H+HL-ah)mVvGDRQGn{v6Z7Rdo2iG)` zd#*o{XDEBeCEE3WncMz-$+PAD+BvRPYWI4b@-Djc+1eua**6cy6h3qdZrH5le(S4w zd_;O2-}@=8sx_ZJh_lQ8=*?(+mOr-Vim$~OJR$-sE_PsvCG?AG+>lRBscH8H>H|o^&r1y0W zYyX^z{>#*O|LgKC4e61+|FV}A%h{zah~Ig578l2^ES1L&_FktYm^USE`>MUk_R~{~ zv);?gvZGdor!iLd6dV4!`0(?Ou;c|djSnPm*R_4JL2UZQ!$N0niA|YvsLkSyf3Q01 z>-u$q3LDqXdA?~!Yyao9{!0{|Cr#{Lmm({=*8jTID*G4F6RvCt^E6=7@I1S%&dRLL zP$ljDndA3&EaZLFdO+<|flZ)!scf?Ob)Lehtv!-1#XFDn$ts?>pzolnc-8uij^HhZ z2Cb=L>Px08cClTtVM^2JaJ=6xxG5&@UD9q>p$|)T+_1SBzcgCy)wzH5$Netm8HkIYR1op9&@{9#F=ta?KV@eUS1^t5l-NqQlD#+O9nQ9g zwcK2`(|?=$tb`T~&Hs!~E?&slQvLJtMZ-X&XPqjM{Fi#x-2BTv|l6npnToRiC+J7&Nm*a3TMoG zS(&(keTU||T`%Y5ZhHTFMZ-ZY&9EEh0cjT7q83fGn7Mg*-T%L$QyosN;QR6MBeRFv za^v=HGy0s~C=FGWqqIcV87?=J0vp{;z z)5gU_a`w5Lx9%Sn6OtYoyRP75O|ewl7Vf>V;IXpMMeg?<>t^@$E{aVqzZ1A^*$lQhu6Lah z7WEga6ou_?n(E0nYd(LzgAgHTB5OsE1ph zbcP>n-K)RXF0Jz>_tJ~~qKWHPoE5ve*)aFn!ryP48sd~cT@LoM3s!x~^~=XJ(tlP7 zr%uvU<$uR(Wy6^#&-c%=6bv!A@J}x3XZC`&wZFZ78ykF5yC(i%AKMJ6if)D**D8KQ zA5=Va_TcNU|F(Q%dcMDD=RPgkJge_qrC)8ur$5E5O!c|8x9p$B zlqm(pR{7~1l1WMMxS_u4pp?VeSEe=m?;h2vT|2IEu~zg%ON^sLbi}v$tfBD-R%>fc z?P!^He69T-9V0n&JNdIRn*!HH?iZXcXJ_P=nS^g-WS>@(y~^!O-))ia(ffbd2Pp8@I6a;)^@42u zQLpKT0z@`Ux_)`?xvei57m@~u=s!Xi1eQ*l=}F!>BO3AB9(U@EVw`6d6#R!caA@mvU`sI6J8u}W4W+x zrd{c!5Pz%L`saIHW-?wo7P->jyNWTRs>$VDTT9>5Me7cF9^`g?oO!L+j-7pyTm8({{Dg;l6_OQJ?l)-TqTh3+%4>d_0g;Y#@fesFJ4?{ z5_IvIkm|yY=gSY7o@|z0&$j$?dE9G}Syw;&=PqmvVlMr_F1%pv2J@S<-do7!H45}@ z+jT9u{_*YI&Sv|*%eUQJP!XnS_`-|vyVL8x8^gEU{Ug&CGWnWZKrw5@8l^unv+s8Y z-`TUJV#9Q6htMVRg1OO7BJ2A&PH{g^+w*tIQO6~7chnlY8NAHA{$^jt%)|wWhaF-$ zz27*xF(11zVZY@<&ak>~u?tz>sh^nRz5VG_2HxN2gC_7DD_bD4Qz-X-^8cdW9YU3= zXOAEKb4{ajiT`$|IUMqn1+woXS^0JOsdm;JNjo$5pMlrv3qpsgtGpTo-gU<>DgP+0 z(tq=-l!cmnyr)<69mM$%%y3V(ll2ZwZu( ztc#g_nmKQ_w2yd*(H-l(^X#4W*Yx>Sv-|vizgX?)B>To~-vu&%oZgZ!`_9d(AJYsP zH`R#y{bJUfesF?qq{5uJe^%?3y~;Zyw*~>&{#6m}FJS zlzj?2(V^Yk!lCmsXNj59>}`FYHnOaheJ4?A`e%Xd=YZ2`@<9nJf3f8!Z%uJ1dlYtQ z&89kbjgC_V6WBig61=i#`EI6LYvz8NTlIWJT;gVp(v#D-sx<|6bo3~TiAIaiEM`5i zQF>+G!+q}GKRReXV>te@F(~TiONCSN(PH1<%4Z(*ko^`Yc z7iWFH`u|O_(aPh@+Q#{(?K-RiEWHoJB6EsX~*rW1w74!}N zag}%r@2;>|{-k_rZ}$SHMH3qej+I=o*PqYyH1p#+ufy}U3NhYOvt``n#<{@bZphVF z@n;sEeiP%Uy<4+(>9QlKzVmt>tA69L4EC)2-rRV~deNd{Nelh>fRNV8i{@v4x@OEZ zVUM$X|6qlZS5?XNmk)n?PUv43;$SoLtBJ$(DSzWDwk@9IddIp~q-oymN7+j`lX`+y zSWB(eo3uOUNWdR{Z}tdRgDE$b%NVZ}6guI%@9_+kwJWmZwFGtMs_*#k@WkoQ#<}eO zS9@va`hV9+ovM8%+w$+Snzswg(l{qBJ(OxA4)`wS)3biJ!#m3L(#n(X!;a@w-`iO6 zeR{F~{~Ia7W*6tSM!A|7ZDo3Dao@SZ{O0Y@m8;rUeejX*wsNy)d?zRzZ=%!c=;-@% z?jz=B|D^tB?P2Phm6y<+TVHuX+xKE&S3;+ZLE@xo7Q(WAFZ z?<{A?zI&Xt zT+)%i*Uq}Tam}(@J2^l6zL#EW&-m0_diAb3H@a@tgi7DUB+Li9Z;c53gw!59qIo`{vR6`JCAKxPsJ|^UuUum>O1c z_TO^*k)8Wes6OqBj@7;`0`6Cz=Jl31C31v(OMF{(OLq0wCtsD9FwZzXf4LCb=J|ek z*(Z8pZI*s(b2)y~z@o1B@j>VnXbp3R@NtV**IL&Pu1qDmz2VK~j zmX~~Rx|l|q62q*A!WEeTA-9;X>@iyO&$RT_I-$(@7rN(5AGn-aD-qkIkeb4*)+Ag| zFeCrWx||`i!cMW^3d5U$F8@v+VRyIv z`|g6~v0x`bDgETLHw@=(EM?xbuJ`Iy%_iUGOVvAM-hN~=olCbeeoWow z)!92`2D{ty3-iNlS6^kFqVfIC538kOg=PmxuWB)&@(Z{M>q|%I(Vjq8myYZJ~F+-c*>h zch;#T&g-f^9?hS(KGaqt(8;!vIk%%MH_)->)Y`A}-k5F4DmMaU8bsE%EMpp%7`cL@YX9H*{vT;ER*!dS@okk? z3wauAzcP03*8Q0;9|TV`k&Tz%pWhk6CeN|O_VF|q`Mc{+ui7f&B_Ou1{OxY#^oGNq zG#K8PbY7kDPp1 zjG(E&&qUh_;=fI(x*C~ zkK0viB{iyc9I=UB&}84jK6lB}Wy)Rx{g+sN1v}L-EY2(3wqxnsMbjQTu=Mt16#oVR=Kvd!GReM$1^%P}3Y+mt>pTzHgU zMOE8i<-1^R3(;9!-Rn!-pFIA*=J<{6R?G>W(|38PmnwNTc-eBVKEK+c?}P78ov717 z>%x~siwbI859fZe>FLF_wcMvfKl}KstIGfD^d~9kcah1VY5%=h%H2P>tV&oEmbT~n zrMS~iCGV6rL@nT)=Vn&>|8MB}Vi!x%nNeNMiSYq13*uBGJcOmxRg$~z?Ne#dls}r9 zzNIKj(07}7fB4Or3g-j0mhJ0dED#Q8Fp4eOP`>Q;cahh5)6UMB;W;xpMrhIU_nw7a z-u~s$ED07~M-!ecGmCXt9Y5#lhra*vT>rOmz6e;kd6$j$-MioY|CzKO^}4cpkF=(w z(Vxrvxt_1Nb#23wf}%_7|65Hz;QzYI`>x=rIWgNR*A-m*UBXsU>t&yDLH5KM)x7_n zz26wbU*2F!^uP0bSLVu7oloL#Dt>M=(2c5Kt9sGX9X%)dl#KLo*91rNLKg;O9lnp* zOL-+~=02Wmt~+hngD>;^cUI(2I9q0I+^uL^P{^8KI4?3qb-&q~2P;=+U*6{!Z_K~c zW%~TTvOXKQ-pH?1WbrH7_BzMT`TQfB*^Ae|_*0Q8yD`C`?qvBPqvz`)GK~9c8{TY9 z{nh%oMR;>g=v3LQf*d-06$OI33QTA7TiuFZnCO1+-R@w&T@SPSkgBa`O29XsLjlx_U*z8kWkd8c*D13QZ1w zJ9Kc*`DNX*cNib?R<-wau3hks2&AKA*1*Y)Y>w0FYqd>(~(zP3>e zX0C0}{QJl_G(v5OqtVGvJyWmH&31Kew@dCg**& z2~v*N&rDvmA|;+v=#S53j>rPb={!M!0O*u^>Tx`-9h?m(5+C8;~hNc~l{SX#O-^6veI>_IsP*Y_T%n4i?-(!|8^zWqx>z{%B1CqK64G!&m1 zYxBNNt>ymL*vZ@NtX@yO6Ln%vTHE*Vjhhz!trsTr-F-&Tk{sJ{Gp;ml8dlj~zN zGxR>ac@y$bj_K96$vFpSZ(04Q#l9-w?6;657Eb%pPM@g!9(X(M=Q-x9oP|!kd(V&^7F;^zM9ul<~EpHFS`4{+=tivVwB-E)w-9}Z?$qx{o-s2&k0z$XYD1X zET>tY=CijcYphs*Vo{6FL9WAz)5EhbZQ}9k>2G3+sI7U_{O(RdbNJE735^pcykv>c zG1wr~xkM&#e_Xxc60!dm`O{Y%QPsH7W!}2{w(<0wDRW+X32!fxeBnReWzM;(gN{wk zT+g4Ha(uUVmgr()ntO4|qutE5Vb|O5o?ZHx?S2F&^NzQFCs^)z^k2xxP5O0+bsVc- zy}V&-YwjjTKK@rRr~V$!()zbzo8atDzP{KmdFvZm*D8E|(mU;d(ej5!YCb+=&Z=1B zx3Aqv=!8wC|s4mTwl>H7PXR^55iV(!2Vf2%WA>{5(7I zSd6H9pUa{T`Pn70%1Py)jUFzyUUpYd>QcYUJTCXgJh!gt9td4@Z}m}m&+YQt7cP71 zVI_Eqt35So?e9ktA0KPzd<@}##B3br`Rb+d$)fMCYkhWqZ@Q8nY0Vbmuld7x-&UsrdEg`|P=MW&{-fNq;Hm^P%MDKJijjTjq~W zmv@IwexGXg;pvA{XG~n(*)2paIhrNk&pNWg>@bgLz9?tGI-$PO^x3;^u<`O9JEwGu zbw~bQ)nz}r?%2M!nwb9N-Nt#6uaa4{c55nyaLUoi#_at}35g^FdO* z*N}D1^@@kur`F|$oetGn_U72jViC!wJLBcJb?=|k`IR~2h{v5Pyc+w2Z+%d%aNotW z(Dv-@Pi{`(+@{`QS+6JQpWM@^@-y~YVv||@+|A-*4RIVk=Tjt{oSH4?KUw}`Q_j~V z_h)>R>C%c?WcRoK`ADu%40t*Q^WY| zve~UEw~YRqyyu}m=g7vzjN6*?R;?}v_`4B(FHLISqSZc)`sb2nnFaLvWEZ?tt8F#F`^-8U^>AGUCTp~l?t02YxYhP2` zq@N!+=e{(O`y4-m*DGo1x}B~EU-6uA4vJmfY@?az(3cb`Ymw@9rl&#ZkOm zDMo>HKYwlbXYYRRbDn5fbD3M5jrHjgmO2Kn9Zh#+wr=0WF_~?1qOH=0H|I{63;46g zUyBa4$x*eBDBr#JfB!VSpFVR`*VlP0I;r~Siv5o_X^dY#{pmc%Iw#OAw6uZQ*aX)Pi?DjndpQa{S-_M_*Wy@~}fdy7$zQX?`^xK|hqAO*cJn zBk}#F)1H?)wu( zU5nl?4CP~z3jK8WdybXeCW#F$;?wy9HtFOFgRZN1>g;#40tna0Fz9(7NyuXxkD=iEQ>_?d=@3o5D^_#UYVT}g|QcUSm) zJ~P@V`y}6o4U2Umul;^^>tEbL&7vg3=@)hVkF+4AiFpTp|Yx;I7Ko~I)*YL>;;L(C4hCA`=R zd^?_(o%)jYf<-w!bhW+u#CoCNj}ej=Cx@|y?r7TER;05m*Pwmb+Jy}&mbJ@|Oo-io zs(7!=obxY#d}%&;u~A~t)&9aX1?~l0mJ#;$dlnwoww>!eo9UiY$-=7|PmTE`q~!$# zjUISNsI>gu{X$!IyulW0Q3MMyPWlcX2rQMZIfdLzEXS< z7Skkegf>|}jgD>dIjbGCJom)}nPZo^-)l`=(xavIbLHO~A{V|0T?pB=%`cv`g-nSlv_ZB|*~@d*hY{d0+4}o0nqu=Hb1cg=SMi1C#C~ z`hM^~U?cX8-N4gK{`b<0UC+*zYbl#=G0ffl)Zy_f)h>(Pq&>5RcXq80-ME3N%5d49 z{1(>grS(j6K0W zBi}DssOYwx?SaS4pm{eE8*PfR=5r~DXIp%gKK)>K+s1C$2@~%HB<@^x`}_6vZt<@+ zEc@ZONoY1#r}(uU3Z_d|)|?E}+OB7OkfHIt+nJ9cxAq6EURM3-;)Kp=@=8}6eKeH2 zPJGBRtXnf}%YuWy*EYY%+<8l4R@yOx4FwG^Z_V8xtY=cOck%X>bDFz0Z77uz4s&F# zX+Jbub#LH%!}#^9ukjw>e-JF zuJYi3!=goHT&p_2ZAlD_;JWdt``sPaE*9ClJwFc2WfM8pp0?gA>$v|M-9+t${JD8E zN*C{z6f_ZkWW7E(xOn+PPT|WlB^Z=bgcIT(w7yh!x0@EY@a!}_^V%~Xu7;J*%e}Qp z=J=0k5t1LXpWOWOW5=4+i5$(Z6z)jL#!UXETCi}l+wppr-8WqOj{WAb%{=$%#HrRa z<+^E)C;ba;O3O?9EY*Ku<;qTVtCx~pDWPJe0?&7SXIfS8e&pKNFAO zTWJ_RDPifQ_FXp%H?0m=e0m~T`JT9srIP&QDGHyLa(T5L-M=}daZQkl@``UER|MA` zDie9DvQacmsXN4A?H2Epa~@S)+FwWK08r- z+or|Y*DqaZS+&e~$J9^fM3@t=T?>^|BgdH!E`OHF(OBGjYxYpOTXyneV=>epGv3EH2R1yw{#*@6!$z zbK6O7sYlPUur^wU$$z}aZ0509ZFOkI(o6=&b2?F-3Py92^TgVnBi1Wv?EA1Vu=~`` z9U;9ZU)+lq6gVB;bAtPZ$$})Kg8$WtlXu4dV!thUCrm3UU9cC>)W%lyhb6*41m(OjMv_E;i z#AMC8wwW#ruf^6VhnGFse{Y)JKHkR+%Dmg2ZF+iGL_3L9b4un>>$H-6;d42rwtF;u ztvPi{k1NxmH2DnABaL^e7D-PRRsO5E+?e8r!*gUwrD>fktqSp(yYuVHp81+`a6yeNJ4tRvNQ_lI+P$^;j>9ZM?EJRW=K z>kA_ZdG)lfRwqn$i|u5z%C(buxb$3^uO?eClW}n=$66!nOV&^BPdd8g=i)W|W>-(< zTgJ;wSJQMoH$OGeZTiGB$18q>t^sm*8R{WF2L zUY}mys+Y}MARsV(YUQmajamO)^>zF7WS7ir->lZA&6)b^!o$cvx#7XbCC^T%yk4

N*C+!KG74NkP*^JOpT zjh_E6?^K^Nv#qT%<p!fXTa!d0cYYRkPJ(`lBBqVR%TD<9&qsY&! zT0zbtz5QDP7O60t$mU&p|E~D1AFC^Uc}{F8v;27FZrRkrlh13HylLp*vtQWU=FzmN zv8vJPxUj;}^;*8~--ZOYe8HcKW=1Kl>Wy)`fG|H!Q9b zmi!yr-pI=y_H5CN|Bv=<7i1Azvdxf-qoCbCeRJM{PxkKrrV8J>x%@|#Qyk|P@u-J; zuLYPhw=2&-Hs3urP)8)JASY&puS;BV{j)CXbI$CCd!}E^%bNLBae0?; zt!HhS<^0NaE_RLvBiY}dZ=_BX4(vV_cP{JliQI1O18P^ADqQd`0ucVc>S`vRH+hk zz7wv8So_SX?i^mYQ~$@Nk7M_?E9+q`J?86e%k~F$%moG-))H~e*4Mx zv#h~c(PNTA?Ch%l+O{-=7bF(&J*e>UV4ft{UCkmIZC$e=TVE~Y*20Kt*CqZH&pi{0 zETuC4Jxr^=xI;h0mZP_&%eVV<&+(|pZ>eC6|Y@(zA)_ttxq2 zzUxGvi|bp|7WdI5w|lSoJ-c+Vb z*Khq(lBljX-lO=Ta{1RFfprVr&OH48Cptjo*>b~|tv3&^=v%1#&?#d>g5yRWzBi}a zS5y=&`#tZrck7Ck>&1nBJo+5QA5=Sc2lGp{i-%oL@3~!ZQ_MNnbw==uz>+Us|HIFZS8N{;hw%o$a%r<_VVlnE^mQ|*|wPNKt`Y*4p&n0|c{Rc;FS@B74 zqCUk-n*I_MzVPAxjEc3B62cZIF-{iEyT-j%|HYD!Z^FtP)(m+o9!(R_-L`juDf_ME zR#`Dc`3s*cYT$T!VuR2RzZDs!ZS~>;9e=G^IF@k*=w}ItEn2w$WE^+PX||ILD%lzn zgQj+wDy^$v)X}-Bc$g_S|>QiU*S<%xsGE(U!R5J+U`!Y zjTP>aw)xwi=~dy=AzNI&?~9Z}QtlV=w^B)|t1ms9GBGgz^@->Vg+%qeEB`0NuUGav zcS+^v^t?US=6BpY<+1KR)8wl)@=iO-3uKN|zgc%NP3>BH#2uaUT7EI5OP;Sd^1WTM zV3&N;{fU<{KP|1~u*kgEw{(Mr^ky3sSIZsdJ=;0NR^6U|Z1%couX{vxZ{w5cUdpkT zcPYpG|JUDt`CF2fx|!2WtU#92ZOdGj9ewNe&92FwSH$%!jb-blg(-T|n5HRAwW+P2 z6H|Bas|DxVlUmOtIqiBj7o=$M7@q8R5$|4Va$|Z*s_&K=OaJPui%d~1t2i7yJ@bh6 zK6{qGF3Y$}roFVAo0oYqiR;X(`%@N9+19dR*4YVJtGR^vY;?75>U#9p)_T4Xeir?> zM&RYCz~$iwnc1Qya_CpieyIuSZ-hZ@=bers8+&88E&!Q74{{k}g zxBPQCeYwl#W43$xW#^@5)Y6W{M4y#3NO>!&{$qE##U#nYJe7BDy*MCSQ2O`U!OO4z zv-<7!a=yK+UNmCueJSs<#n(*>I9%`TXX<{%*m3{$r4#WbRuRV=rY!5beXhb_%6;7* zji=|oUijKHIMVak;a}A&c)J@)+IoAQ&c3DFXDI&X_05YH@04uo({AaQ`PfAGVn<@% zhK}L_t_wv|cfQkm-tpZ4{_EypuWl%rGZmVQ^1z1*F(fA6;A>(1YA%H+3S@N2=W zq^7OcpER~4rT@S7YD<83?2Gf0xdmTMlbv-@fTMYyai!$`stqQIBHXj=7lt1@vMwyj zIr31+9rwMJWfgxteuqU*4~;SP>G)h?t>Q6v{*IZYM$hNFw_KO+tI}UF<9y8_8=gb6 zG<3JmJ@N9*q)yu-a>rvoz9{#6@o(a1#(6uhCrp_e^Tq1+^_sxbH**6waxDr$&SL`&&}MR_g6Y`?&G3K6BNv&xIO+X*_9Po!oPW~O1aL>8ey5ae~MzRp9?TJ zBo(MM%&-dAn76+8g6;5&Vu{iLqVe*wmtLn$=KNcT1UQ^uqXZ8sbk@qv% zXOzcxy;z=igmwEYu1PPwCTfcYZ`iLtX4O8#rzCAOJ{hk4=j!ag zvW|7~Ug2jv;xjC*VizkkYyMQ$vhJRmrrz-D?&1A^7F^S*w7+T^=`FK;=F#)z_n3l{ z|Gp4({P;mJ?vG-=!}|qJ-*QdQHqPVVKHPp;v$@wxHDhkXs)-T?VToRMPqn`AalKdg zF;tzSN!YQ%uVL+s>%T8BNjJ@Jyi>y;u>0W7^3oOD}QaD zt>wm(xv}))qaK%qFSk~tWz70`e&fD{wnrUf+3%+IvidM@ljr}iF*3C0((Vgk#}s~A zskgfG1f^7nh##L-RNF17UFP?2(u6}xp0WQvaZIVI$;@Tm;WCXgjUwd|<@;EiVy-Vd z@<@J-QC{jy-3bqE_T9Uz!6SK8!KiiS?4^>fdS1@kFC2?!@jkzzOmM3F_d0viZL65d zEEk{iTexm6qp#zx&LgWLb<9|p&zipx))&uSyG?dg?W0KoJ2+wvf7p;bzfbj)cW{=9 z!qUx}Yt+gw==iq%Wc_G4snY0J$mG6Ro#o5#oaMW*ehast`u`a@0Y9oQ=~x_`b%X1P z;6+_Ot@ED?cx~T5WjR{;`KUbq`ezmMeCt<*N%yUFzjyU`hWimtpXW9f?~d)Bsj_+Q zO#2`wCbL+>+x%009e=HUTt)2F%ZRDRChM~In@K&nKi9QSc2)ba6^)NsHy?Ut@pEag z!soePw??yHVvl$*lv=flh5f}aOJRC=G@^6T@HrJ*@?>}RbWz5F8mFRXG& zUSLH2u~!ElX6S9#yq5FzUByueq=t~ATlvglmpYROaYUEkSMA6lQ< zryG^h5+?FO=f>i!*O8X`0@CZdV}D9;L_evKn&(~Ux^J83!Rf9$xsUApCEy-y-T!P( z;m#@5E5iCb+TA>3?(N|*&)4Koyt?e}x3+}M-+rg+%gicT%-v zZSl&a`>D;lX@_PCom{i#jMD4d6QnBD?Xt@lmNA+s`noPXkb8VVm*u5(p8L0W+`IlU z_4eKN?w9$cB3wHZ*9q*FKEwSp`qhfUwzplJ;=63ioEv|Yd4IgtEh6bJ^6K*;*J-up z`{w=Om^Z)2TLHYi*7dkIoVtGoZS0qnUad1+!HYleY3yaUX8cpRkzlw=gT?2 z$oVt7=+dA5t5?IMSMGfJqgRD%o%^k054Un9gp|yQ(y&gpw+RU5DTfYku_ym zQ_$85?Vqjxzn$l});e|fJWC$$B^%yKpZb`;?|fVi-@~8JK9p^(?Ou={u_9jVsrC`O zoyop$Oq!aX+h`gKZE$mc|FT<6aM9gt^=0pp`a2}HmU&rKY`&BgmihS9EwM!sA9+%H z)}_-gQS%hjy(BP+`jC)EwAIh1H8ib>=WzEcFnJ@dE4Ohc+b>t z)r&+q%%@dLNZ)&Zuvz#dTi*Hg?$gEjG`H$LVDu5qKlJzSO}!vaz5iav9Cvs+ybQT~ z?_k$0_JV7+GNz9gGX1<$R=>47iStB2(7l%(E9Z604EZ)W{DSxW5E1jZb+_weeV@xH zHMc}9lda+`eAy=IIlfdSCbF?om_Sp9(G{@ZJW$pWeEv%_;GGrHCoX~TAZph`US~2qt_m#)bI%Ofl z#c;3DwoPoZTbj1nnOlo;8ASOn2;ZE3bn(iqVXIl@MhI7{c0blPmCn}CShvb%>1uUx zLnltjoekfrenV~%(E=Y?ex{5>YJf4jx9?D55K zQ|y<`%~;F6dT-5&1&3FI8XpX9O?%c1ZIUt0-Tt zQ?BB)-QE5*?{c#b#ReRxX{)qI2~to}H=MG+a`b>g8tYQg z#?w3rySUcB5xQor#XG6V;R^Fr)q=&HUnVWs8TISY;T4c4;em?BYA0K5qRH#L2ZOBviQ0!Q=@;3i6HO4X{v#&p`IDTdxnf9^$ z{j!h2M|VxrOR~#W`Q)a-cx`=HwMDV)R-L-P&HHbvU&vX_E5x^?wbz)ZD1Pnl9=Gk8 zXM(ssrEgpFZ7yeTv0RU1&eC_y=PILBrPUv9T-+~yStG4Yg5zWR-bGh;n6~cx`1IwC zwbwU=xLU8)*S&Ser}*y#@l1syuYVfE&w5lmMZamXKrQEdjuLja#i3n4PFIB7)R`); zEwyfi_`wS&;wJX{PH%42KlJ?g>FR6c-zwIwe(QVX_q3&p_NShzDiGVX>E_lmpJy7Y zpZHxLTI{ZQ@nVU3o%7c85`~68a~9m)mo#%S1M{2y3xbTQL#R*We81QQ_Qgg9{Bkp_c2u_2nvk&t`UV8@FcPiFU&> zuFEnio5vG)Xk2@>ck1lik(z>a#U+ux6;==RK zbt4)3GS@f+Ea8o5>+oe#>rT3`!{W-5P``cYytcFYc1~rDEKT#UJQpO?Ht;iLsz=2uR=JI}0lAfoy0 z@rqdMMhO+~Y13csntjCC@iW(l-{-~OEnWTB`KSH15*}ZDPSw?O+_m4?9sKBHY{2bp z-8fI-Pbou0)&VcE4OJ7j9sYJG(^OdLKby)_0mZ4j2c^tbTurmPvTz2YMM5xJ?$y)0 z?mt*}o@Tha+vD;bqyFZ<7r8V(?UkIK!Y)+tlEEp&T8&18l3 zX9b$X9H;Db4OU;5Ki@_7Oik0orN1s7*tA1r=OvZzpIWmup1i(4Y1#Stm8b>H;mlb%aF!4u@e_wC@EWY1oj`~cjzuot0f^@>81s7x7uXHWj zXv_C@!S_@S`2wa`5nHdmo6Jd}CrmlFm3L>yZYvbs5nL*8z4U(DZV5ZinmL})I{v%# zo)kLy@+O>$k6j=a>frlf)!L<|bMzLmb|u~R58XYPqvFx(dE2L57d&`eC@a_H*n@Ku zCYA7p#i>Rwcbsrx`^z<(`<%5_m7 z4=q}gp%8mh`5jk6&+J8wrH!8iPTtntw62cF_@G(g`xCZnI8A&Mrxr7C?)s|p^H00v zNuPYR;I977Hd%U}rz{t~|M2`4ujc#4u$%|Aoj*+?j!ORc!*#|jpMBon=+K&7UMA2qKuLx{W5E@P#ve0uyYqjp4eVCj zt#7;M)4DmnU#2C~=#phzz_iecquw(8WhsQH`m?mA1 z{^0a~F3(bqPg;*|%ofY-E;*sAVLsJjpF@-KtG*70lzBlbgcUdaU1dJ|+V@QsnY^j8 zqTYw5#kR(T-QJgJrMsu?$!7-(7r$GFc1K0sxWIk6?W%z9vSrGZ0S^ywG_Pj) zl9M0e>bvj%Fe~v4Ek9uG$@BD9>8yh?-itpix!Wea=2sx!%8TJk&P;Rg*N~2Ivyc`@ z=gaEonzWfebVm8J^J{sv_PqPL>((E&7a|>h)Of?4XY4#^=Rfby?o{pVcNPl%S-EYe z`2xYOZ-3_*JU$q9Oa982)%N1q0$cj_m&kUOY^vF|#l~M)zD)UR+UEHwub=Jym-i(9 zhfQAhu}bT6*D5CGJ<(9u{^p-_w#n|eKcUZWwH#rObCg>4fAwaQ^k4bYMOdSf?glLM zGBezE?Dk1U_5Fu--zy6co|^O~Gq!WpwD<2dr`EOlo>vyW^*;W)$149*mm}Cpf?C(U zo}|n1{hZ^=pMe)OthOxwq$;qqB1FoY?P0^3+x@knr{-IDSk!(0z2MU|yV>W~uc=5` ze?e#Z7OTLQhF*$-4DmTEFMcQ8{d2VZoAo8xY|c$C2lFM<;+em{bZ(Dt2z#kF8!gRp+y{|E2DT_V+tdBCu%t(gR)5>Q!RdHx6`o z#4^|fFWFbp_I9lU?^DBXpLZ*E{Z%fB{#;{v$4F)3qkX6Rq<777`lQI(wW!4U%hAVa z8S`7$K74k&G|VW%XZwz~VOB5Atmk zgZ{>op5eC_tv@?!mhm#1>2-hDS}gTzA?IAhwCG0(%_&y@2ehw;~k z-m}h@a&X;sBXhd(mV7_PnmXy2Gm((+_^0S}l zGI{sEk8cw+IAp!sKb<^u;qcTSCpT^qzISGUdiILb4N7}2`@Ni*c;Sq8fI44ID%S~* zvuFE!J~Jd2Gf%eP8Chwg7S?`8O)KDkfV1R*Z$EBSGgz$^A;+WVtUhI-ue_GR3*VAsKb)pI6q z=IMGWntr49&U6QfbBoO7ug9HSTC*n1JUwag&$qv=-&}a}F)`9Tv|-Qw^|mY4hPLEP z`YXn=aOpZhJGPaMd-9q~qD@;mJB0Jv`p;|UD;=4TDzmC>QU2P{TbBa`4_*vjUbgJ= za^p$z({D|kbl%TXF8`DHdq*k7sHbPoe9f_4vh}45(_5z#6x--!+K7WXZ-@QA#tX}ssLy;w1RUo_jSiktPFeE&X3 zo&9!4cfz`;gT_B^rw94HPzgD&ZNBss@7JYH>`!<)v)J8j!qA1}*$ z;&U$^-_~T)U$!rQhUqGaoJA*d)|M?(iVFB~c&C*71=sff2TDG99Jrwwcen41cDQ!s z+G49%m8*`6_--{n&R!7`R92dM*z1(#)y3jdKR0d?UCy`t_{|eD*Kn`oy0B-K5AVSZ zCu7!J>)4oC5oNqFv${@GVOsvedF&n*>X($I4|U{TUKku^*6WkEG34HsuD>ZZbB>%4 z|ME*$L2c%-L!X(09>w&hwq5bqD#2QKLc8c#NYTSdF-I-p@;tqMJld!e{bvcJoi^gduH|hRk9|pLwfZce#W1CIIFvT zgR_e7hhpuhC|MW9zF*O5#m+K)`_fhK?ib#$Bb6seYlq!)ftcN&jx0XMIOki4zTwJi z=5;G?ytR#1s(5r>*eUnKv)`BAoMhjZRdz5kC2_~`t#X@KuWp!^buahw-||Aguv z=dzvc_@FEx=E9^lWl5LsQyVw`6|fJ}li0?!(?yBHkb_s@Oht`tXwods)&wJo`Q?HY zorSH-52XIs_vF@LS%n4Nty2F*Evp|c{5R!X#`BL~-Y=Q{AbiuBOOv)NteC&^_8u12 z%CKa~t$~Fv7(GsjnW=cOuD!+fRDGLiRWeWdvp03x`|Er5u@J+q!^>39Lrkt9v|zvo5@e|N7*K z6szLXo>2KF&%Y;1{duM3*2Ev-@A&Oy@rU=-vitup&#qeX@sFM;uWJ5#wHOJ}S<7_i z@myown*Kay^$xoRnJDM#|H(h6{yNwcz{@^s|D(0Ze{NY!_uJmdG=1)!UIq7hfm*My zSA2I8zVErM;_~FBRkiTjIfvOxCI|U>Og6W36DW$*k?-$1{l@Q`is`F|?OVIFih2LO zU9!XXe}0O?zI|*l?NQY#D`p;l!T0mctXApzinH$&9?#T!7+`5ImG>OU$3+|dtXpoqo6~CA?62p3 z^W2yylOpb@|8J&eu8TJB>mEJ+3KiUFW1VZ!ecx zoXV!G=SQ`?8m`D3vSZk8)~Q+4ChNSpB?Ne9<{f3+ztZ)i zv-_M`?1|5Qp1Z&~_4=m0M*F_E-k-Yd?nkBfD^9%44aS*mT=Qan-9DA}>4&>g|BSW! z_s*Zu7}R`0bEEM+{$qhX;XMmw!>4e_3cWgeEhppur55P~4dwXHda?y&t5UfWgLnjD zByAHK1hS5r1PRSs@jHfxGb(JRQsH&(l$YP4COml%pl-|muIQMkoX_&|s^^Q%ufN>! zYO;F#Z+_WdFMHbOEps@yyF8}ZScUDJMXsUY|HA((7yXv>-`~6ZHbzc6X{@lHN(vs-0H@|7T@Oq+4s-r8iyX{BZx^eClyVI z>&f|k?(bZo^uiOF(`Q+}?CNjn{{2^Tb;fIfAI6hq{;L;i*9cnhm4DWl=Jn;aeX*H_ z`U92#5oNx_y|WXYKQ1_S=)|Xb<3&?aRgF}8RtC=E4gYN~^5{ZW(%R?W8`dW%`{(6k zDcpSFcaO*Aua8$oM#?(jxGx#jzFZemgzjuH57bOlSzvTKqRsl?*DdE~=;XKDay}lF z=oF>L=9`|Cr`W7%V70ZjbT@18cI_Xb6H0ELLU4{N1+x-SK0^g6nSHdZHZBSv4<0 zI_9&$-9L)6?#~XrEk1ir!fYYsJss{sxt0uDWo;swmG(O?f6O0Y9bA?1g*!c2#$v_h zhW}zNriy~?AvOPa4&FP(tzP(J-I3$l-)we?m0lZm@9D7<^A5x&#dYi3iwEC1Rjy-F za*%(~g?0fW(`&8mf2PPi+4t=c+oc2bSv>czO^A%%vn8t2jYE0gNg?ZL-bFhy4+x~@ z$RBxFA+YMD@V+xoCf|ItX}RD1;-6n1sFwS$3zSruoTX*{!&v^?s!p!uC#SC1ee3>Lt4ygIFMSIzUi}P+Lt4vu`z_8!u+>Tc> zi%$6*S_$4@u>7U=sc!c-`7o$ou}OSiY@ z^dJAoak(dye@7f5rLM*ci7J?O4+ppD9l=ocs7Zm^TIQFOMWS5rh0k0nlAsH#WU7Sh@Ers{>K?sJ3lkB7`^y*RQNNWP1?p6QfuXfotWQF>8|OF z$}F!pQagX?*5u7|4@}T$DOR48x?>6Vd~b!@FLxchU~_#(zvPkF!i?iHPjxDm3;z(j z@V#on|DdSA%sbP0L#7=6zJ-A&WB+}o1j!RKzgvEqxm4ct``y2vnU2cqo>2*y`)ReK z{?u<=LXDr6Z}8f)OF{gbq1rr#tyL$3_k_G(nqHH%+Uec%Yp<%G-rz88+MHO|R(tjL zxoLCFulLO9$n&1V%do@mL-fRTJ*y|4TPoUKYVq{z?5-7zT)elqWnz8{?aq6CF0`h7 zzWmuaZGz7dWG7bVR9F6*l7784)9>t-YCi|&4V!jk?%QGTmhI7^%n3R536G?8&RTK& zR}^7-df}Yy&)KiOO^%xJs<3-<#=qjJ$@y=l&6s zCJAg}V^ekv4E!iqCBS2;nK19oiA|vs9cG5PIQFVdRLVP(y+kVa{D;r7+yWWWs#hP+ z>am{V+TUc9WXHwy;QuqrlV&A{AFVz;r_ovJ;I`*V6EDqh>h9CIlW~9Fi$70dqIKRZ zmi^_#@UnhSRG#LUL(9T8OzAziaaY-b-2FFnv~2H6b+y!HHYXYG__EFJ0>iW zW1U@l^=apaf}dIZ3E^{HtYfNO3YT0?e_1${eS2~HBT3EmwrOAcB(U4AIYnFPtljOa>9(Bj zx4JfL;F{l)BA?@OJL+>^Rq&akOP9?#E6?un)P07;_M^Tj{OS7HS7!LlivBoB@YeeY zGS01R`Q9i{I8XiFYnPe@`}P$81Bh zTIZyL^8OF_=A18`@3(l*v?vzF4{cS-v!|r=^sC;G^}94>mc-v)8)q56s-ru6xjwF1 zlK(Nd$@*x!o4)q6TDP5x4A&erO6*N->yVPRQ9AK5{EW!{$(tg&j`Zlp^JaZ@kf@LR z-rxJ~#^svl2kQ$L?b*L`rme=3&1u&h)Ysk&v+-&>@^4*KQ0|SH`Tc!4OKw=+)X$pd zb3yZhyZYhFyCszFSWVBHs^Rqir`!+Aje4GI7;lX##iNB8fZA>qFV0LaF!`Hp*)FxAs-wL;S#F*}8NMmaAUkb+ z*OOU3Jj?>}KjU~?4_St;5D{GbV*2J%C&{KNowT~Qm)aN}F-5MOzkhyK8-KY4^X5$f zcR&AjX*($7(=GUU>1~zGoSu)@Tif%B6y7wrRh#R^baTg??Q2VSI@zo=IjEl6C!sFQ z>DBLDro6Amm38gT9e*$S*@xeD&gkP>U9h+PbXSl1?Fp03Wi>)|tdy-UMeJSp>QL)c zmkFZ%0y#^!{}7rq>>)GrkLt8vDiYHciCc4DLx@K?g!x16>Q?q=o1*!z zPcBuQ&TZQ5B%wT^W(7ZE(9Ekp?w71Iyu#o5C!-+mn8h__E%Q%r&r5$?@>1k|aZcxx z+Z7HP25oU+_b&a|`*8LnDc*T=oF>`LJ#X^mM{mns^TrKN6bw3LC$##=FZA9uOSrgW zpEd7JZFL=`MKz1FHK(fTJM|x8o4DcT3r>|MjWYArw_Unl<#)dR!ZY3)x0GM|X4KkQ zdEV7rVXNEvIl=W_?;ozIYZgdY6gZS>M!V_UDG;4D^ZKb@*F}8~9u&K1nm6_Ci?26K zclLQ2TFhfJl+!$9wkJ4h%EtQI<%@-xiVtV4+`%ot_TYzKrIYOg)8u9QU;Gv+*>V4v zx#0S`g81(NWm|(XEI#^qy*ZWL@p_}-qA9D-XoQ+9%G-WRD_!p11(~w}H)C1F+rkvZ zbPQKtUcEwn-rhhP<%&7%#;TbaciUcEN~%h6&NL}X$nrRm5b@>JoLkN>9oLIIQ$NUg zuPNt@0kh@3s^5Ling<=aw@=<(_N3*KQjXUl8P`t>U!LkezTJvp)jJ7;hql*Ko(uc4 z&AYU6_x00!$9%ha%{yj??U4wWIaPA&>N_W&f6JQnHFU}3!1V$#Zj0~jkUk}QMf>ok zTmDxBVx~kkhyF?v{b+qfPd4l1zq$7>EED_}mtXYw4}Y(7V1oJ{U8W_OX@8zZ883R? zl=OOe==Jux3nx}S>!>>7DJ868`;B)Vd+plrl-d~ar%iwAOK0xny}L~P2-8`gT?cBq z{y*C3@=nXHUeWB5$PvkBT&8B8K8$ZHD|ibuj~$#IlM%PZ{(*%)^M~1T<$E`*uX2qq zaq-{fx%JxJg!5{KH+8Nhu2}T2SWx!dD8= zr@heCUH-lLX36ihEbTEJT$k##W26-Qo-ezdQ7>&Do)wn3xc&L+1#Db9#S}Q*t>wzajtC^QTXa99uDO;;T!%TihbQzg+um${M+TvD<3DLu?tWU+$i| zCdf^5>k9WX;WPj2+K@MjptYa@w&Zt*wyzMfio9)749t zTzZuJ^PruP)0NfF>tr6SU-~>*OHm=W%({>H@#AXU0>(${tmju$ES{dUW<{pgw%hG# z4=%h;Gl_An@>-HT-+*UAcbmJO<>#<9)1PN9ST45WV|a&`#8;#cauQO9HcKCa=e^^r60e`}idUwCc6iuw=b*(?9u zIurb>qN7#olhE_^hIf}()wzUhZhc_8M^$BQrpG6N;^k%y<`w0?&1Si<99tP^e%*7@ zj~kPs{ z9GvXa`ley(=Ud-df60Z1)m9yGlG-A%FHsF1Q&q0ar z-&Ssoj(a}kNyMIeC);Lz5`XpLK=GV7?x{NS%e{VlP5l{XW|;j11ly9!fX(8FQ&8B`yAa z&}Bx}_U(^V{!RU`CvWY$s$FN?UOjGFd|*YFR^28h=C9jUK7O1(owt>Dm0{{icf-w$ ztgD_bwb$#{jXF1#S>g-lX2a>TB73d-AEj;KY|y&L%T($ey7`cN;E!3|YWe%~g(Pil zww73J4i8=OdAV+>3IEExqM!47=G<7cXxfV~=R5tc({vU(&A<2H7Tc98Ue#tVEDm4l zF4M`^@R%mOHAHpJQ-S`-$uS}>PH&IyI`5>aSNywieN~9-p}9v>HZ2Y@eqC-+pndvhP=9Y-)74+z2_!>%m13Y=kba>HUBhoS`2r_ z!bLNLwnfX7?RK4{vh3jOZS~u^9RD*4vba1CUnE}q-1_3_{v6@UAw8{`QOke0|9M-| zA2^MDN|Q>!>hgz`50l)x zVT;~ioEauivP7scPVK|@NoUV@)_XoN$$V=+ZTAGto+s+mkz%dVhcyf^%ul-HMz zO=&_pZ)A9uN*I6Mp7cA*eqKskWX8CP!?QbV#kIheCqM7!1RNIDFS@w-@!!|4WA23L zam#!$G`nHyoiKrGlQ!q)_xl(6acV?X2=vxcgnqaR_~PY)Wq(S7i$s)->8;m+>fnE zJ7u}UXZwZ)hoc`&?8sYLm~?^jR|*HufqBx&wPq_nMZCT7@N1uxR>8Y}6E0l1bIL~K zHAk6D+e`mtk3Zy3OxRSTs_x{gw(s@AFz1HfdwDi(Zeuc2^qZp|@+|*Bi0l0y+K&v^ zK00>Vg@2o~J$>o*0`x_fqWWI@KZU1&LxTK!?!b?mN?btxATBzsMy@Rt%iRMRhg^5PH(iaz<2M%$o!)3YZ}KG3$U_KDZ? z>aevv7s8J+s4}c8`c*Eoe)7*mZWFQV+*&99ypsR_Q&x4Bs^I>+pJy5G7Fu?F?aXK% zMXOjo`}ZZmZ%SPjPZa%}Q;;<=dZm7Z)Q>%{Y_?Z!vZ?+YpsDy@ePwMmz4=T{nHovxO;amhT*=-Rq}r zP5LR>n?IxcK~dt&|5raw@!eGJkRQ2&<>A%4rDk?py-p@R5B!zhe0WpVcEh+YCrj6> zFE}`BV*vL8i8hmChkL6#%6{6tSGlV4lt<+062{Q-ogtYv6~&K4PM`9A)H>Pw(8iS1 z;}y5Uk571Tcfy0^KmNvOEI2=*P?X|^|RMJ20&rkhUn6UQSuEiaj1#Anma<%3dgxU77 zn_aoQ0Y zJiC>4$?-62-aX`(xa?=wl}o9g=d9!9vELRnLqY3n)}r0Nj9rf~In@6b`d72h(nPr| z_HN~7cN_2hXUwWjKAX2^$zo}f8qpmm5)a=h4YsO%;#Ik_rHye@ddfLxhwFh`%;sN; z{GZytY^Gp$XGzeCYl)Ma#hxym;(EM!UQ@`iew|R$MYnm%?P35`$BZn0-D~#qRMrQWa<^0^fR^4N1 zZr@d}y*-~>);lf=Imm19^S~h{or?3z8{?E_RV!;;Q+LhjSKJ$abnpFk=biOw%Wr<) z{k3L!W_)6MX{;glv-M}pP9|9v_E>aC_eNK!o1 zagteg+LcR@^8%-M-&!$~Rr9h_&FT5Q1=sq#Vr#p4%PuN?Q#0N1GSp_($+x{VpP#H< z`yeXNr^~dq8l>oSF4mvM;}dP58Azb$KfPt$&J4d)_O(+RqsLdusR8U9Eq@ z|F{e9WxBeq{9NA3r?m`eOIM0AoYvX$b8&!U`?)K|pAGLXQn|X?`E`YZKf~6)Ywl`u zh9-wTyC^lYqvowz`d7QtPmdM8pILnI1&_Uehe(XS?dffALz!3GC0AR1zx9*B&%Dxi zn{vJM@xqU?OE=6b6V9ELzC%FqiDK0@x6PZ*tkOHdd_N-p#?6(rmC9iY3TvGIo#b1R zBKh*-pPGs5Z?|l1IeWk4+U(NzPoLL@?~9eKn|U*I&7r7S9>4ELnK%Ec(^M{BW|dp$%U_< ze|Wg-;khqzZ~6`hzTjMNKA<3Zjf&`=-vTEqHto9MwC_MD{~GgXcdu;4d*3}zy|es! zG<2_4My}4f=BgJWGCWHd#PlaNkB)_>H%fhHe;ZfhUh_3* z*31mmm@?5-WlJNZI-0muU)F48eU&YLz-NN$wp-Ct1MIX?7A^=bf627)`=#mX>pA}y z+S{%_!nWsbIrrzh$KGpKO?-Eid7i#o|ieN~trX4E}{N~g8Ryb>xT-W6agHx&5 zsV5`P++XoldF`U>{14A;%lpCisn~qm3WtKi8*f#sg6&^;eKX1^WaBNeGT+41&(CnK z&RzfO2k+j)oh*yizls+vJnZij-q^@8+i%;34cEK6*d|5oU*=I##&}bF>7L4a(+st? zhL&GzKec}UsgoD8j{U#Cs=gxll;yIV$b6qfF4hHKUHXJ0e`TLLAW-ZOpYSWUbpGL^ zs}@9`%YW52*YRbe#;VoxxO6={Dxz2yyszJQ;@>~<-ou|PqfMJ8tvz<6&QzVV_r`n2 zTp^aDH>RWu{f)18{Wrlyqu_1%TF#x#=9BW z@O_$*`S_tZ>P7@WrdMNiyk6GqXmp8X=9#-~ldFK12mFe!!iT5Q zY^_ZPre9mgBs0nV$h(_nub(P;|FTu*n%?#GVuIW?sm?sD_d87)m5X1#xE#Tv^E<%m z*Yhc*lmGo;bXl+=vRL5c!pF(39|{{k?{7}nDEp(~-*1D8xMMQ~ZqCsa{qycpRF3c+ zp@@I)e^t%$-TK8_=Ho%u2Fqj(#e~`2r@h}Z_uKW~@7vn;JA>6u(KOPSI?*3ocw(x!S zCpkyU%F`UrGPx2{mfLmuv}L2;S!&cK8Kw@Ui@6EZ>Pq*D&qTO$F$(jJx1G(Eaa8# z++_V?YLTniN@wG$Ck4yS#hQECOkwHTurZMHW7uhrN1GcHSVG<|I&09QvPt=4xS4`*P#VZ%>1NSb7JZtLG7Aw9_xiu*}ZJtMJerU7hl|z?Qr?WUJIbO_I zu6fEppoGKm^9Kusg8pW?V`U3N&ffBpN!(l{+i+1=SM^4r%haa~44QZUAKAbKNnga`7D@AKx@9 zfB)IzHKU+lvY5=3o}ed3FP>@8jy_@Ox^jQq|BACS58Io3t9~S}dZ=jD!X2`%D{Wgx<7i=i)c8)=x0Sz(_sUIP z-{1CIbNX2Y&sEMh1vab?{`1sg`hAYAN;wSEt?e^B=QWnvSi8j=J~NhIDX=&#$GX&I^d$ly(IWMBUo7wvf|MEb??|gEJ2LCFb1Z}RFB)rk!cuPpi zqk!@!+H2nSmn{eg{$^yR{6o3k|F0^~ zFVj~?=DhxT%R)7FY0~SYKMNXdKRI70*?E7*HExeuCr(}y-_=}$}Oc{UINjZsr%r=?LJ*g`E zZPX0bxgxS(8=pQlTd6jyMlUcS9x%PQ~Ql(5$H-;cO0Zuw3-8_!SwnD;HY>e`hqmfCLlgOzQy&M~vkt}k74 zcb2D9uHMHFZ`NwFS{%G@+;1ylF7sN8!RMIF>_yA^P4{cI77MJre<5n_$s1p^b}(vI zL}_}YIltXJ+s1fR;6~xXE#@0qxg?e9m?n#|eA|9@(Ydqw?l*WV8dgL(tTX)-RM6$k zxRB+R>M8L~zRq16OM6)!lwQv~zOuhH#=Fw?&K8x}c{O_GmZn?28|~7#^e~^}pU-ER zKUrz3&+$(9vtDBEh6TkM6Mj!LUuf?o_V>4evf;A_ohmn#+dqW(KlR$P*?3mBdD`jg ztk!Qne-;0g#D9Fl|3ANKg)a!Lj|gyNNWFiqTxy5HNs9xwPj`5B%#%N!>GFHW?Cy(~ z1*M86{_;9edW|XHZOT89Wru?!Pm6x{>+L=9LTOt~q&&+!rAKe|=FWQVJb!+)x3Fnz(;BS+;ilMcZum{-uBCKbn^Fpu;-)XW@pks_`)@yE4Ay*GoTX z(^8c6@;_>qA7b-il~m4YJ`Up(C*6-Nv=qrvNI9o(+PvLVy@{-M zXA@W+_+z(W$tjl;#Y|r{XC@lfb$DjS-+s{Gy>WX`*dHdZy;WPIOau`u%}V)gUZyaY0hWT+mG}o z#a`N-!!9+WYyOq{I<-~tkGLN^F<-xA=c;1OD~-7c?;Dear~r@L7BKgadNZ;B0u>s>WITK(N>pZh@Xu!<_z zT2KDw4aHyP$DLa#7&Be&OyS(uY_*ar)lUkz1nht5D6ed6)OMZse7p9t)!od0vLBxn zeQEh)q5Ff-?spc}M_Aq$wO<#jSE{#2?!6zZ`7m#4jbiRjfdjn9S=Tl%lsj5e`(Gtc z%KW?Uug#}UTdBWU@M~rGvia}x(&w`z@LiV6UUn^G!NcbnYPY8?kldf> zFm2sqMjOsoof*eZvgNL8=cuvrW9#ej{P1^Uz`s!%6~Yla%yX*qpLv^p&r9uWoqgv;VDf{NSFSC~np&QxSe0=mbn3##-hpN^)~nRN-Qz!9 z$@0uB((6n>io)!<7j`_Dd+JC*xoN+1#@Fc!=DHqlyzsYvt$EI}%J)mZY@V6MTGna5 z|B3&cyBihu8vOZKac*wN^JUWO@>W0YjN8)bEPj%0W~gD+RgJu-J?|N{JuV7|$E)w` zUsL?PN@QuA^f#`D{f9!$&l+|J&AxUy_2^^=furYSGT$g=nx`B;)^+8O=brSR3tVq5 z(c0U=#oTceP(v}xy`u-=|r59|hN|N$m zXI%JaHRrmES==dEQ-od@z2h^njNiPW?a%}p!-WS}WSH%Yw~Acs{J&t)^xpCivxSN` z7noLsB>p&d_8m_cv(YBux2p?2PRch5Z(Cj(X|eR@SKXI&FP4i;cpBMLR_r**|6GJF zSNjwntNzTG?4D?$7Z*xDaOS;zp2_)Rt=J*nOY5dunlD-``t19bbk@YFT_g7Pi(SV)cif z_ihTj^8Ab5f<2p58+#-cPt17R{HNw`ZH9#Hvb)zVWeUe$FFpLqsoiH9t9n6krfQLA zcKTICp~xv>QeUR0?bMIG*R$h$s3m**(ZcO1TNhg>&288`DgEJ^-x}4<_NF&HzH9y1 zf7UxOF>S8B)w@|MJFFHTf7t(G8e8!5nLD=4UFjBnzJebWE+ z5z}>&Hy{7EY~Iaz-FNmZo_0$1wvOke%Y2`Ewmc7Byh{JJ#u<< zdS^^kKBI$QwooX)zZXRxUnvxg%M1^{bKq|CJX`eY-S!!t=Q|e+vF?bJx0Hy0Uh; zVI;5q7ULy8uO*Lrs9z~gC|ET6aTSeF0WtMClB*NthDx66FK ze^1KgzW&sAiVeaKoL;_mK6h)$H>a*k<aRkZFqj+C6iHR!~OqDjV-;TJ^qXDs#;+pZY+8u-Yxci zh3lj09akSWrMPTg<+kkX6}`a5|9$Bnepk#8m{U0S%PHye@sDQDT=ZOUWm&QFOdl!1 zxsgY-&x?vY+BYepbGFx%>cbm%+e|KNZJU``v@Px7d5(kG6*v9vPO(mEJ;Yg=thH$J zPxaSdH%Hp!1>bhO`_-}MYTiDd>Rj`V?HMzedkrsHRPQhRTBCVOO*O>+(j$>AvQ@9I z2-W7U?x~TnXK|R7n{`e$^7w-GXJVUq6~FMu)=s+p@>x*mwju@-_MY7TZlz}*MK3+F zBsFUJ(d|>NJx<^0EN-sJp=hzJeB+%EeQrkI!yMZ`EOEUSxL5g%+_Hl!uTHyh>J@?VlNR!;$yfli&r@qkA`H9<*4qe1*W_xfLe%-KQPUVP43-*V~1I+u?dAFD245sRzT%}8=AlgaY)RbsxpWMZ|9 ztev!$=zVp?+0p)s)}36--QXQM<>r!%9WAxrf;^p~8!FD9ShneLY)T3D{DgwnJXgfU zcfDp8{O!YAu5-Tmm|zv#i3k_7AmFy!fKRC025j9KX`H zyD`Y-#h$r8y?;tY|84Q>y)^Yu)v~1go{f8VUJ%++^>NX;-2pOvO!av)_pUm2=WK87 z*;O`fcYoI&W|aO}s%`9jSu<;UPTZYeUcD02<2t4tXe+yZPrdsyyVKvzhp(o+%Hnc9 z)6(YSQ!{bGqZF}&rf=F`Jp5gtCAp11Xl;{mK(^fi74?8ib1POBt;u)WxM;KawS9YX zUdc{Wl*-atoo2I&SNvo3X17&yW^#G`@>Je>F+?%H5_VDF*67j~gmpSxs_aKM#r{Vty4c%wc=KW%K4Q+hvx`-zxe`$Nj;En{{P!i&HtI z_MAQUgrWFQ#MvA-o10qQyHw}pxa95;I5GX-X?5xNohgr8uP*HKn&83J!!t>9?Y=O< zS*gX!>)B^c>FYhvUVnmldvW6%iTY1le4J(f$O9?a!dpeR)0Fzc+t@)hcw zdyV$KyH;G~ZqU~0|MbWm0gv5N^S{Mtm&ILtH?P+Dv*q2R(NQkzBn+&Sa_SpfL#pN+ zdNSpElci49560b0_ahq{g=XIG^zbk)J{5N{p(aXB@c^S(9J}`7MaK*{v$Zsi+cc$? z#8~NZZvEWiXu&_fC4H&YyyX>l4I3V%u$;X9@L-tU1IOpD=BX}Omt1P%B_6N5I=1hS zxIsd}vYRn`W#6>(KQNZaG6=T&&^F`zF3E~aD{!*b!m9^fElMG*^A2%k4R9*R9u{z}T($B{0_^-}bS`s@+ z=dZL`HRJJ2N1JnpmS?C>5qmCcHSy%MZ!2DWt-G1kcq%XG>KVZY>)Ve%PEimxHs2VZ zmKyo;j`@v?+uw3%xbrtCCWJm-$!!?zutFmH&diE~Gp9#>hqBXzM@)pG0Va+zEoL+fH{9K06jq2H3&x*EGX7Am8^Tp)^Nt;u;Uv<|O z{0f|&$TMyB+DWVBmI(7%Fo{b0A9_Fcs?B$?JIwZfrNR$Q?_7BN_&<%#{%zfHMnNkt zJ!nx(KFN{QHuL@pg*g#S+|yPy&!7L_He7OD#-80v7H`h|v5nWWZ^@d}pN6Rs3C;`e zY%5AA4PPa=DR%!^mRVE&Zr^tD&hA^g+})np#=KDC`YfGnyRhj#cUH^MWf7WN)bBM4 z=alNaU;9+o=sm;B?G}75&9&C+rcU)NaZxQ}TW_>nM5(&|?4q-rx0g0eI``Db80%LY<_Po-?T&FbK1$%6Rho& z3lGWei+q%Q_-RZU>!%gV?!M2CbxWQsGM8zg`QoNsU(S7yy7$JTg70El&#Vh>5tqC~ z7Pj4aHTjs(+ZoC_4n0q$1Q-oJh14X4pY3_3Cp?W?CugC-hF3)eijH~bpRbO+tol=f z)hw)^f2ULJmOi7G`7Sx{=U&@yw*6@*)3?pRA5Ms}xGrAJ(#vjD8n1CH=-3>_Pm})% zuX4-LaoNaGA$3#W3nbChc@4r@OV^-U$Cb9fC z(=6p{ZC0#&Z&kOiWPbj?BlF9i%*nd*exp}R>*g~3e#wi6maTYm>)Tmb>0o`iRhM*E zY&>*3zg3}ux12Sq)49)g!@ROB2Oq6-ut+#Hd!^EkhRHh4rt(!&A4eW4KC*Cm`cu}Z zB`XvUtlPbAWpjXhUeVf%Yq#F%wz|CSULg0RIlPkVZRTC8IdD+Pf3rD1|EYg!2{#3V z)5@GCZf-1Tu(A^CW)52TWqTD<*4MXrA12)7Uby1HC$+nC-c75T%K2>K^c(NaP0kSb z2vqH&K&tE)0$kREtku9NKoVQr>gZ? zyIxs3U;6de!Ru-?XM6rilLPMTag8QE`ThyFFVBw_f2k0~AbHxH?ce*YC(=VExG`M} z2rK!c_jiACkF4E>Kid|uRTa7&wJvjU2;Omh!#*9?f1fXOO-uYP#qOHp&Hiuo-kHo# zOb*NZXLD^l+Op5|OVNJbV-pkhJF*#1I6lMrX`12cy$9^8mM1lHhFyN_^iZbBez(hH zhRioL?k{fdmE-(Y#ci5>OnI82${8nRZ>#oyPsKO#n6B)V54rq$DxYS)IKn)~Rk^8Qm62iF|oo!eFSuijFBNmHR%z(bAXW$E@^4i9R& zK1IzmNxqyohy|6U773q!7onRdguDZZkYGD?)7Q-udDBlji!41^Z{)xi*A+_`$J4eCo|L_OG72JXbe& z?e&eF;-{9zac`eC?VIkL?8DLBXEtwqFimX5-^_B=hUNTz#!p#hrY>f&b1LTj&UHk* zCqaE>=*g2}zI+er*2&1-d%w>8R7>F2g?WY|AvqytoU%S85587xT7E5S;vPOW|Ba8I zF$6#UCKOrs@%^=jf_pA5-Y>Z8^_{j?Vn$JZ+N`{%9fN(t0_22_J(yB6<^1l=xl4Dd zEpA&~n%-q{J>a$8df`($8KzWM|Lp2)x;XdL`#PgGr3;qfygbhojGvfU^n3HA1ef1^ z8gxm1(d#drO9PJYH94>D8vb;{%5y~>r|P~j1s1%0zrf!A-4TyJ+1IvvTJYgVe-FpcTe6N-a_4c& zhCb8F=6tdbB3YOI;+kL;xVry)B!}O}lZu>I_H6weu;;=JwP|gFXPY;(wx_L(TP1t* z)XSHxss~R_GhcsZyZ_2B?{zKiOtf0RNqK)w|M7?&dop7VYo4AyFLM5A;e$KgKAIUm z$9Be<)30`<>elnF@;WXXDIzjw-hnC4Kl%4JY(G@D>xY71L&&>o!>>1XNp$V<$_y;o zx@KKtS4~|1PL*sC`}5~?8B8lL%#2;~?YN_zd-c}LTUMM+(>7bIJaJFfudG=xT`obO zT8^V_X{h-bL)MF>Jxc87rQA|{1*Pj_m+NNF7sj0V~wiwJaf0N ztD0rc{JYgt!Kt=)OIU~Bq7C1ro-Q<)AmsYtu)(4?a}MY~e|S)MUZv!}B~2cjTUQ1o zMssre)fOz=E+3}wQ2S;EZ~N-i%^7AMcdnlans``kUSRg4T2A}AdCqK~k|b6zZ55kp zp)XdoZ$X3abop#evHW!g3SkSEK3H{meXiR^<~XY#;e`rU?+a#}P?{8N9O$yG_u2Ob z?W~8+nXhdGUN4?uGhNZhh&znM{d|I8SMR0zJVsvrDWApO_qePpvoU95&)X|{uElEW z^B)&0+L;zx#_n}>Im#u%r6=Y2n>AvU=-b0LWtdi`Z0!iJS7l@kJatnlW6G-e+0#v| z0;KZtzW-G$-kQ>vckdF;2c73#SS6h0(zGi-_EMME* zFAYC8ue;~|MEp_YzDeg|G^-s8Ri7M~vs(UPslUnRg9-L$Cta&s$ndI-O+oLU=$y_K zH~Jps*%nHef7%w*m?%DJ8c&?9gX0MoonP$NdX9ZoRek>Is`yFnuWknJYZ~6?E?Il~ zoy1bH--fr;f_!#}>FKdw^h-&<@XF4HHO}uFOHq0AzpPispM^-KPRjpz)rMp7w%bdi zzn4}2-*e+pXP16m@|1n2!k1;W3!DAf{8#T+#QN6`Nt+igYd4FZU&vm}A zFKNTWUCOsUt;*Bt6+U3`J2+THdv(sM@HDOoD}QGdtlz?)6#wXg%i3ASPhQkT=k8t_ zb$zqa?x_X0RhBRNR;XfUby{q)s?g)P^V zQoF4ude3HIi>*&QX79Q8%Q?3~$@}bCO}2){XDquvC$NaksN>k=4J`>Q+*XI}uU!2R_eS!d)~**Z$IUk@HO!jA>TbX;*U9ug zWVu^u(D#>N7ngsQY0KSRkUpuKS$FG|QrlB+eq}}W-83+Icv)!0k6JMa(_3skyJF2+ zWu0I29k|CCBq^7id}LaO)3Lbr&h-zy5|Wk*sdUdhJ*mb>;boWQy2>a1H`%XLyNIq@ znYoL}cUlEo{MX*98E7Wk*rD{Hz5TlPeb_PE@+}KDEc(E%e^$39nMZ-XHnwV1IS{ zv+Iqf8#h@rHY9oax-JejcQA9^D!HfQWnORKv6#6}RVS#JUV6LbXlYzxVNkLOtjA$46Se9t`|$XtsIwjMu+x)HpV=2nYDA$eCcN-#YKpsX~p;*Uk6z zkNr}fzOH1C^cS|KC+p*zqgiBL&y7h>>fLy3<~6-@tf^k_eBwh-CwzIAeo9Z@dVi(v zZ&C3B(`((oWYvXx%;EK(8oI0{b=Nh!Wv-{hFJ3zFV8!8QE7F`6?W~U9Vb5UNv;SuP z=S8AZE`O9PoiR0X=Ii8Cqxgy|tP*MW`KKn_Ivi{L*!fh=!H@k+0qXpf=k{s~Up2J; zKHuTkuavvOTbP@3{@k3_{!OnznQ8Kw57YV6{C?yZsx4JxxZPT4$=H}5o9wo%`NGq8 zkAll|Z1-?JJGGxTHtLCXr`1~PvXs|X?zU9UTFvoywZY`wt7}AmGUa!_Gfi18Q`GUI zIWN{Y>UXbDZmc7d+MV75$`t7 zPA$$cmWng@R%LZ8WLAQ8oNwYwO>^c~zoyTQjlOmzDtFS#rF&lRe&fx5xi)t3;^jYn z*j}Ax;u&62dsWgkSvkUCRk!X^X>pNFt^Zaivwal)>+M*5a^jzf8l3KvrR2FDGzop* zFMi#Ue?5cStnZi1A`Y=Wx9)s*GjyZkqf`5z_AyALu(JP6@G+~)-y-@|q4&F<*&>z( zyMTv3EFzEEe><~?IcviC(1R12^rCprRTNzaK}$Uz@n~`tz%7!UZA*XZ=n*Phk^mp0!?N%d=Ts-Lo$2 zKdyZ$Nk;QQWMa?Z-_BVw&wCtdH=N*|wDd~t=I0*$ENeE;5O^59CVI{~oq$JrQEbky zCuk*P8y@kHiVB@H`BmW6dgVWlx5|kAFEQC(xb4=RjZa_2CGKMRC>GWK@2qFi!`S&z zxsk#0*ZM!d%eS6+WcK#gugmADZrxMQu2CAIcD(G8a%SV%wR+C;+b(mjk#Y&t;jg?U zTlR|WNvd4sgV?814;Uv{T?qNRO#NWzZdsmnOy+A=#V>95`w%4O>XCTJHB`?uc3;J^ z{NwM;nVdu4IPE@EqoDD%E67ssjlS>o?XJrwyZ2-|Z{5bu!dUo9ElO%dY<`z0&-+)t zI)=a^5BW@4EjUmCs!4*P`=S zaPI9)?wg*0HMz2re{ou#+**(ywxDIVT*PXXK<&b#F`B-6|IeFZyXgJi%NlM6iab6o z75qB0c>DU?y{@{-hga;J>b|JyO-7I%ie- zjZ&MJ=d73dB)pa?cy+!bdse^;!8h@zrKX=3&oz2cFD9uWk~m3T(&jziw0jS0<+jXz z+UMppYyDK+-M%b7`fJk`t~07RDKz;t>kHlm#&s&i>w5Pn*8b}4yUlZ9rJ&GFwIA1l zT5^-yl|J{DSEZGoFJ8%M`k&|K#CX47zn3>YmDx6RZtIg}5?6(1i#kk7KRy3-%UXVc zf76c7{Ko!6gLoy)5A>)qVgxu*^^@AFcfc4hUV>~9GR4wp(5b_Q|W zsY;n{#M8PmLMJf#F4tYAW)ne;;<+BaYk2G@q?qlwr`u&ZWxE{v)HyuMMVor8{_uI& z3vSWfDU_JgeQHCvsi7Tv;&41>34!7$eY@1oKWPT_AofdZ| z#NT*<>EpbkOr_N~mwc*Bnem}#y53tSZ?Vsrn_1L$pFAay;mq;jZbPX0Y*r>qnPr~q zyJr2oF25*#@tQ`Bk8Ujs-FQE~n>ycAd()XK_Y=7*S3XO*R#H|TwCe9frR}q4GCQX( zl+VAP)>L0}%uw#iv#pjB4E0KV-ac-gcK>weG^fq_ijB7mu6&(*??~ZV29fWczuubX zOzpOwlyS}XTwJ=1zHwW^W<@7~{^#>cvRr)qEYx+?rxaUNWqRaV>4g98aF}+0e~zQd zKSl3@Q)NF#Uzz=;&;H5kIr?ANbQRhrZ8wt=R{Z{!d;6anNmmo$Yx@Lx&&jr5sAygP z;o!-&v3kNEADlk?z2a;Kr%LRe{g1BYNn|EhB$j+!cqMkb(6)&F$`j2yV-D{#i~Vis z`c9v*tWBuLyDsfx*+174b6*roWPUtr`23{_*ZYFS$<0-l`Gx0f`tY*u-#x~Q!hEh5 z&VDRXeg4gvt;x{;&%;wHM+$Vl1O?eizHHC6w-DHpe0SlM{9mSQtKyA(Yvqi1n74es za=&O=n;^YDF=|PEB-d2tIiiug#n(T@ zO3as1_SZZ8*!I=h&eQ58{f|%Fak}s_LU7p_I6W#ybC}{rH~L*16+xyzz=HPahkYb%m~~{HtcnVrRYKk=R6u|2bdn|8iYF z!n#u;VHwjN#SO;anq%+Ik-Fny@aswX8#mv=v(0sT0?%*%zN+c6RH&f7Zve}EgC$RP z`q?^~);>5sB}d|#&7Ut_ z=eXLaYPtGvrv2QIP)2=jm4KbgPw|FmJ@7A25S_AqpQ3bBvg_AP^*(tAN**kW^jTsn zs@WWDnx}cnX@TL>m2yYp1*`oy8tp0?t_0Th-n+Tu%yv8Lz}n#4`>*os{T|!t6d3JU z{$BgOGs~e{MsjWQ6zP z-WMs7dV8DJv+k=^ZQV3~|GMf=^R<3VziCyJd$r27=I2$u?RA=){1*s5E<87#dtYd+ z;0N}9Iw|L$UcWf$R=Vn=MY6Y(Tboa1*4#KPn)*R+S3awLqTS{6BMtTi(n}9)o_Ro+ z_qm9}#0|m=uU@=WZX$3v!J+!)`p3HZ>}Bo!3=4y@jLYiO6sNpu+UqN~gOT1q$`MXufc z(u1Ssqt)ryZPu(l3eQ(Fy=79VVHa9ZZMLGy&PhQ^to=(hU-B}BlGdjUVF|~w>!+`< zX`JKT@kh%b!|q2{bpG7!GabUVM&Ff)Qg1%0BDpi)EoklUqulA~Kiex(X6rRKeXwuZ zHFd*X*XuDql@vT@8yG*;lb&5WXUh-KY7-$H%PoID2W(nUxV`GQVTnZ0A2adIDt{Jb zZa+4!o7r&558?dxZ5bhYR_Y(!F4<0zw9M!dw&7!yz5j=E)oR0q5+Unfq~2pbxHmq; zt*flm`EC5$U@D^e%iWE!3Mn z{a;I}x3c!j|6BRAxI_ZCpQ-VQ`W(GH!%yyVM1kXptp~n8JR-2B+G)?E6PXo{8Fq-) z$IjwYnQ=!(`jq`#tDyKc!v?O^hkh>ld0Wii_fvH4ULH@GUsnIJ!YnQueQ^ucQ@(gP z#I-<@r)Tv+zI;iQpjD=gdGyrnxt zR^4dQvM(8(?RC$NY!RHJ`@-$VleeOZK00B=zxdU<9$&l`t8+;veoB7dA)O=qsj?oA zA6(AbYU#A~#?MzXLLbao>>l?>W^t{8z|JV?3BuwUN8J~3Yb#vVVE@g1pMUXs&Bv0H zJZA_UaMD=b%dxAW+;W2O&E0Fce#T5%y0+QmaKxH`D*+QfN_|Q^xvA@3tfa;h$yZXp zp5^2UJUygwY}4k?VGC!oszgpvYnyfS`h3M_KRwn}*Og^{>)0ctw)=jeW%$%%TMNJK z*4WnA8rpx9YnLNSr;1c`rT_@!C-j(0|iKVe}^>oeoL5w#A3VpZU zP5IuXta$L6;;ZXhBK*bw?EWy_+(%`*!5;Hz?h`J3|8IJk?_a7wr=(H#g{dDxE>5~# zTlLN{LN$Kj@ozj#wXx2-qhtBR;wrrvt|du}c-&ldb~XEoQ?`N;FDzvCE&IA7Pg&Pb z>eC{YeSFKlY@TAAA1c~bGPB{-rG$q|9bRAlf8tsy)4`@o`?8-F9H{RUGuos2UZd2K z!zKC4wfe64=l=8`*jM=fWTizAv*SYJ#VqHwXRRy$f9d6A=PBA*S1TEejTSr4HtcNI zPhVz{Z1>UO7WzI*|<9d9=V1U{IcV{plv zktfV>ibUkLXS1io>KQ7Wa+c7oef~l_dQnNIr^qYT1$A2vo?F4w?01iYwLfW5-pXln zq)vY^Oj!2pr-k-=ugE<$JN=zxCorpSJfj@`s8=Vjvmi^o-RrSN$7Ioi97%ihx#Pck zSsb3dLro>^?e-mu^DZ3Toz!=6MQ_DA^Y<*RhpN<93!0>n8ux|K4;| z-TOgN{6V>kyU*O&x%Os?`d8~txIj1k|FCIma;Trlh>w+ zpQg-nKG%I>dxycy_LIUN!)w^QyLm1*@HMjh-4JGI!2idu?A-6jOHDi%4&MjTc-2cL2cn%_rrUlkLoO*qn9Q;{q^k(Cmy3&PAl52 zq{SEgex1|z`joWV(l!5<%)hQ$d31`N$IictXFp=zeSd~pwa0HqhevNYx$8aau5D~{ z@SZPp_;1rr&sJfsy)*YFvShm}v+g;5D`FDo!D|VAZo%I=vpp`(oqQr{vqkSKhb?+S zl}8nCUHYgVdWTcy><$;N+X?da=KRM3%NE#VesDKhro`LoH8tan9i!gF<-ZrEB^N)x z@bx9znW?;8E!P%FntxDQI<4@>w;Q{%KgTB)pD>6yg3-{a3 zZrPq^f!0^r4(oX>=*yNlw*P1I9OX;zO_=WKt@FF|{?XCqUBNxNsTZ1*XR1CwbvQW2 zpkt9r{>eEH5^c&?3GjF~FMs2E{?tt=RnGK~xewVI*6$a;b8Na#rNnLLWWxpeuQi?@ z(y5QD)xWL5-dJ{P@%)f;r7fl39?EDw+wi>4FW{8p(MU$YD<2LC+@8KGq*X(qRQ9B! zZSwIK6<;=ga&Fb!lRf$Tm%UQ+o3C#;#?dpK`R1{@bBeo4<%|U0c{{&f)oN{5Vb*^! z?U7m!tJqoX%u0pi_4c#2ZvB_;y`r$Ckh87(Tk}6wsfVr$JPhP^1gCLa5=l85v{|su z{K2*3UVQi0Oy3iu|Nc+J0?x<}(~9?2`ODepE|L@R{aMVm&Z=G6p>|oV>pq!-z8%VP zj_gcJ4wgv!zWP7a+GH`e=#sLXuAyRVh8tPle&29r$D`gCEQYV1>{#U(JfU^YLLRpd zUsdXx=esl<7KtxQ+V^Vx^zOsb2b|hA*Tq?TIWDhIc;wW3=1#jUf4An@htXA@*EmWQ zOk(2iGPHSeyK268C9jv=o84PoVHUY8A)@=B{o!S|k4fHNwZiqy<;K51cASyC%dzpx zIfLv8U-_TKFO?1Y!jZ7fwW9WGrCr3dsLkC^-QOMdND@>0(8p-qU|Rm(=yu3v=IKU$ zHPL5ecfb0g7VR~gYw^o(M}LMfYV)ly^8KpUsgcC6?$V4yQ+EGW?>ncs!DZpov*#J7 zPFl6HSZccSY#l}SNSEX7$ycM&QRMD7CY~)_uFEYCs z&fd$fpWK^RwC>iS+skH122OF{zG=(2^m6K}v}XzaQ`@F`JUSJ{C3(X>UhM1KzppZM zua}%VlmGvyw7GNEu0Dao2NtdW8MNh*`<^EIRYrf*+Ta%X_pS6G~<>4(`v$ntM(p;VSXCAyX#e(DE^WOOx%Nge$`@MhF$%%}z zrfd$Py64==$~0nHTvyF%%-DC6$J^qcckkRZ$>J{ovI&a~_H}UbxNkjsCZ=G+jh25} zXB0mfA9epQmv`^FTT|`iU76SYROtD)Z225(_Ft1TR6o3UBP;)m$!}_u>(UeAYRt8H zJpa1bf9v{*%38^AX|>4L@iq8QWYXijud8-(@wL}F@hLZLJvDDD@A%EN=7N)i;vvrY zo04^vPR4%xaOeNTIWM{AG^V)DXjt17a`(fIJ4+VFu32^=k>k*}JFV|iwq|_Np7`V0 z<>bv4EX%jqPrr9g@7MRu!S*I9okxq+wk>YC^!1&*c85aR8omi#(m9iZr^|YX z&d{w2-Lh@7zS6S~{b_GJo7w)KIvLV&u!#TDosi5UpIfvZ7Iphion+0_alL7S!-X32 zwATmY%z4)Ee3_DRQ{8u#QkO^BN{cSv8Hv{?yNBzvPJgq@=krVB(94XUtAEAHtH1Bg>2n2c`nw1TA5c2&R(ARNt_8b{LtovxUllTQ;;A&j?Q8E(7XJ7_puHl; z(e-F|d`8Hhy|Q(h9M;VdJhHns{#AXjeM?>;bL~8i?`yYgo6THUY5VVnz`aK|%%U#Y zY;N1JYH`Zcwtlty{BeJjr9L^wA9=aiXM5{rkK)FtYa(5-yZ=j{n|JG0%L#FH1+kyj ziw+x>Iy%hNRSsDrp!rhaiud)1kN=)=w`GYRJ9LQce}QDjnfvb^9ZqI(@n$WsP1Sf8 zI62xhLcB%#_=BM1Qx~Uab-r4VAf?Xc`ph|ca#_%^Pn+cUnhb7i$oJW|@vD;1*XJ%Z z%eh^QBDWZ=+{XSV-|yXLMTS$#dq2(DeC7%7Rv%NVNmK25+|LL#F)TTF#7$tvPp0R0 zmxlS;XDa+*6yNT#&f>yS=@T;pi?=d8To4n|`A|!Ea>nvCY_T~fXKJh}V%-xVw9sos z$&@K8ekC6a;3=^E9MgKlqgai{HnQ#K0maR&^E-=wZLv@``5p4t?B$6WEVhA@8CTje z?sQk4?_IV&(#_q9V~>9L)_HShS57O}|9$Do!J6QX=&0}Sx7uiPe+?>Ccs1eBqn4$C zdsh3}%c$P*zNcboSh{w}a?fU%wo%~L@b8@PM1}?sd%w8u>FkZjnmA3WI ztD}v%0aEu~{4cHCtruOm_KJwU*!~uG)&|MqfY7r|pZ_LFMX7kD3Z9v`)@pWd9>+Gh zzpH-8X4O`$5@HUNnm%t{mBFk0E6Oh6?0J6YzGOvoJ(uy1dZ#__ooey7%JRedK`-|T ziKMStw8-tdNu^ewb3FgoXB98ow|mc+D!I(rlrPlkN!81R-^jHS6`hCY@ zWuK!Dql3ObnCqH$^V*@~jQ!8~{_Xk`clfm99aFY#I~By4*QB#D@GntY$F@Phde4T+ zw6&7Q{=RU2^Wu1uV4=u!+panPR{am)I``vQbI_;C2ksBP2p1~8jofxkI;`VMn?~O) zpTDa*U);)@qF(>w)zUPzX@41yuPsphwEbyo?b~gO7&y1@m+PEar8?tJpTb(!@|kt~ z>PHNN?;ovwZMEdXLfK~ zb3=^lvD&-B|8jz-X0Q7k&?9_xrNXJrs~%_KEo*tAFZr?6k12Mo*05?7JIO#s8LEfB#DS)Q7G2 zHmwg<>oWQp&$&`K%CAExeGS{@TKAaCC;gWuSRB?^Z@uKD-_unVs+OBX1HMUH>y)m| zG|V_wCilU*`+)jPwspHB4R|LB&X^zD?R9K&wlRPFdWjdiMJ$*$2H(6PY3o??=ib%b zcdNzseKgz~^FeWE5b6Pir zE}HxL+k`VeWfG2@ZrQW8$jOE$`LINHfv(n}V~g)ijLDn!)PC>z*!TXn>}jI;+Npcz zM@`5w@%KF`ajoM6hgHn;w~t;*m)t+HJW(?|=&!ipoGzuL393!*oi%4lie|`W8jAGs ztaFpwGG(8B^jn7irOp@q&TiGd@%@`ZuwO&k{~}M;(BK!peyBaxIOplFb*j8r5_Ixs9xvOc`3%7olYh)Gb^P`B(T{uK>A!1ag8WS11c(bVvdlDIvLNEu z3icm%*HfNGa5>msbZ&G>TokhU`O0Lynv{;bmQL65USq4a_`{wSHzXe_Xhpg%+*)}j zK zryed~l(k=ZVxL##m&@*sBEAhzeg(IDSS__izipwfht%={oq&+HDI8a`Z&ytZc)jA$ zjzaCmkcZ)x(>%ZYw%y7F-Kean^xGXI<;x=-4!_uA7R$7U*I>~i}g(q(h?+Fq&t$=Ab# z?=CWF^{|k;S)p5!BI$FO?*_+DA@)}h)Bfk(c-Nb5FA@2(in)tv)5;p1xuJVE@+vOg zC$e;!WBDbaKj8+E*LfdF2=8{gX)8QS=aHb0xA3x)+kJC>PE4x{F5MH9cJB11LovtM zpS|5=EOa>7@7NO2>3kQWUbvsKi{Hu>E*i4u`IQ59=bN(bPu}?dva|LJgV;wl4fCcI zo)dRDI#vF1YrxFPCHyKGumA35+EsAw*WD-Har%3{tuakBTq~G)Yc7+42u~dU?)I74 zRSZmDGACWS^5(R+!Tg&`PKJ4h{+u_nWr1rdhXUWVlTkt!{xiO5om#r;Xv)pc-nw5O zc_&@fGwEgen8SaXH{x}kxn6E}&Zj1o^R~5dbzl8ErMJJhb2LUj`{bc}ANSSVY|uG5 zz1I1dmA-S|kxs5Ng@HB-hC7&4`-Hyq&rLsR7kfkfR*2>mzry3b+cV8RPo4S5Q%%g{ zjH5S0R?Y!c=_&u@9(cZ}NwBQy?_b;;Q2GB}*>0xn>nRIo`KR3vG;Y+M)AM%k-4);e zxOQHc|LPyl%Ds^wO{b#`O@`QFKQ zzRG`!7Fr%R&vu5)gf=mb`@Gv?UoV`u@s95$ozRx0JZ3z(PB!(|!WX63zu>vydCfj& zoB5tQ8L!x$Y*~Oxtmd z^?~SWrlj!Goeg&1m!7`WR5t5O@12n7&=sXhli&WDwebD^>}M0FFVc6&?UDa{?`GfW zNZta52dmCFe_d7i+{-&NZK2S<;{s=1-+AX_Z2fwwZP@CE(tF<=uc_-@cv|SFWHs-0 z!_sZf+rHaQZ>{SU*7^2tXVH|Ieo0N+<;2elB$(`O{1?B-mHk@5U$I@c8~)FqAH8{r zhQ}ry=LPN)PTvVpXh^n;Ke3XhbzZmlORht!@2tG(bEW;V+RBA#lfuPieurLM`_Z-P z)C&WzZEf%7D3(m0%+=f&)3mm5qOV(VV5DpyE7QSSI{vnQ7ID^E`v!bkcfT`d@y+xX zmmNcnoU6}s`Jr+->3g~Dc@s^+^~X>AkgvJmu`ldbW#P{(b+?l@U%Op;_rc;(8QWE( zjSsob%IEC3zKZS4#s!zvxkWUr`>#0dpBx_FbyfT9*ZeY@^|$QWg#Bh*SrTBB<7T`xPXEEBs1IAWpS{xX-24BL zKqa}Y;_Q6$w|)5ja&{s+>*RFNPl5|}mWp~E&ACz5COzeoW`pKK=aBPSGoq#Kr5D>P zF3OK-yA*O~>)AJ%k=gHx^!n;{M;&WryZx8#LppPkRQk!s*KSp@jAw?+LWWMy-e!i%~N08j9NBr&e{KU&!s)?FAm(eVY>BHP~h>47bU;cTg)<* zk9ny4bD3kRZSR^}eEbU}8Dy{h>f+`~63zZ^u&K{x;#=X;NAXhcOYR=%o^8_C(lu}M z>S8Zl$7k(Mla{RAb!nc;@trx0(=RNJJnsDDht1hTJJx6NE6%u_{dDpf)1RetohP{O zP0MDGvD`1zdizD>r8h&tMU33>1BC(mO}GhSE{Y|dmzqiw&CtcKj)zA z{f~n}nVA@N-{BQcKJ2yZ@8Ycz2Gx`7-QOQuK52o+6VF_ROYc7HN$ps<^&`X7r0%^z zM$;y~lK8Tj=hhac@H?#<^OR@H2JGT-h(F-U{BubUpWFtyHxq1UeVinJGgCzK^r@7c zDq?|KB8(^9U^OvfbUGRp!S*RR&HC82x!xQn>pEQ5MKZcy2uQEznp?RdIk4=4^o67#(}F@P*lfP}cVJnMv-RZO-aT)AAdo zb3a|0{v~mzr|U{lIf)Z*Hp~*~;GJ)4I&0!rQH$x(0r_8 zo=oWu>6+gcUT;%8R^H~-tfKWcS5ZDr%127uU9)TH_qWofNsBkV{_R&;W4@?kho!hJ zQ)YmgN7#iwop0C!Cayg$!DIV8O>w%j?xd4#%{%W+)BEly{zfBLfK%v_A*W2a`W^p6 zr>6wX-W$m*?o=GC8+Kt^*ZM5(;K%!(hrf)w^Y#+Yj;+PF1^g=FElbbc{ID$ZYjqx* zzGuUP4WCLPb2mOXdw}KIaiN*DY)3?veubNw{qNeUVb&} z@ViH{i|0Da-nsbY_7SzBoT<;N9#8eyx~Ado$=efDgwIIlhfn-}X|jQ=k&CEN$DgGx zKg6`&u-PxvlHG06u*dh06K_;d0m~*eo$QB;bDpoiAn#&zFS6&st=CtaLbRCvi2m{6 z+_-+7g&UvO>783w9(7wa_e{U|@3kARay@nVz@3$ESFfJ5?ArM^H_yyte!b9K_1sdf{#sQ@r)qVc` zvzs>>ybw>z31n=pf4cfyWH9%+hQwqeKiBP7Y$wlXuqtIr1)0gvSyyX0u!7?YrNW`Y_b-e98rn?J_ zHak6&vYq)ttccHiQ`PA`Lhk!i7GC;zV*ig{>BAbx(%r9i` zx=GpBx=Ox0-7>ZCI)~(jym!*}U(Af>taNnw(R^X=y6FGX1+SXYZ(7B6OkvgFRtT#; zYQQ3Ow|;8yzWtx?M*sd$bI{zmZ*t}BEz@)Jw61d%`7hhO_-pM1X5K41`1uXi_yoA- zuDKM`eRAHOnz?gw%6yL=`pvfO=FAM`JB&_A>y_$c&OGR|LaOVv{-K834{h)K zNOtwHluD`39IPF)#?eMNM zY*Gz7>Qkc@tMI++4J!+i>`=Y3D*E~jyUiPI#jDm#Qoq2PlxMp!c_p7QZ~tRenfntK zSj{?gzU{x?MV`=)QsuRQ(pP=lzOO0$VcVH1B_5SM-Aa35ir&eKw|CEdd|`LHPrcBz zJ>|PIjnnkQ-}q_$Sy^^2{nMo>sykM^i|cuLe5qQ%rd#T}_E;YBWbCq>%A)iBRvG(6 z;RwTnO5$d-8M<Yk}RZIIH^Y?4`gT2y+uOY+32dfWK_@uq~fxE9YVF}ZL$X#oc^wv@MrOPo?@FrjZGUo zTN1V~TH5=Ye*SWzL3+cXeSLdFRCu4weP!iYE;B9Y(V7>ICWl`s$@1EMjgR=Kwo^RH z_KDZczE`U@&X^Q?b&+et3jPb$bGA+XENqq-tju+65tIM?83r>x1aoENPVC^42&xHx z-@g9)n!>Ns1MaYI?=Abo6*Fhy_pBJFLemzm_%JD-<0qWWN)vTcAGNnJKGRv->(P?)VpUA2_H&Nz&0|`Czm4 z3W$%a*#iuax!A8<>>+^r|$O#?J9M(z&X11>gSL{kgN{i@dh3{I)kr z!T5GzMD?LY=VG@Pscw5c9^5L~e@rsg@Nt`?^1GMcX6d~3)|9=Zd$#`ZkyDvwLe&S3 z_t}Np{W)E%t9X9)_lJ#636oQ%U0dID9pIyLyTTY1nZoQ|RsUmPn;OUwLk;XSpuQYdvtL*6iG+#?yTEKZr@yf@2 zDU83}k_2iR4%AU^Hzy7Hzsb|bLr3vK9<%^((=#b&V6L))301GyFb0;&4d5inU?!m z+Vm?JrcIW$ZNLBQ{>yKSXRG2iq-vj>n*Y=HaPK*hSl8BX7F)R2@8rmD)-!I^;Cpdi z{?su;>9big%S0qEe&o$o`|ACi*+^A;7W+%XPl`v?G}YbGm8M+ul(^_nfBN>>*&i|= zh8*H8d{KLTwe`W>`!+CUl+i5OeV>4OA zy`7BWil1t|ux|dAR4%5(_b>A6iMo`3A`_1I%?vBt@}eO}_Hmp3ioNZtnTq`-V(ZjS z`%M*E6ubK3qYl?!pDu+87zbn>-1n<9Uv$^glN~$HNY9v@_w}PmS?@#3W1;aP_RR0P zDb?(V+Mz};Ub7@9rFI$Un!*04kVsLqup0oFI-TW_pADip9n|{i53uj$rd!rZc4(o>c3L!h+ zx}B+$AI^7Sxb}W+_c^h``OA#v%&Ln#b*snvt#;D~56uTPmo;3?tgN4D6n(j&VPeI7Pyd{~b39#N z7#Yh4eX=@pJachd$|bXJFRs*9J?BuaWK>!A|9#f~BunPp+vTsfRRks+wVL6?%bU-g zyyd%?*Z(%j`5fyVy{zs`)LN~$Q*iBk0X6a4%S-YvKAWePYL>>n>%>Un#q6Vb=6j@=HyAU`|WIP6)gE9>MLha?3*%uqu0ldUfT&R+=lD-N~Jzt za_($IUG}Z_Yi3_<<_cp^35e``63fc_iC^Z&@IShlf9tU??9PO;EyK{7x@_m%yfF5E)kHM zE4kU~w9#_*=udsBQ>u5?rgEPX{wmw}r!JxofFZTCl#-~gnJe=*jelLA!cxct?@c-_+K1sOGlzqHFb**yOj=ue_ zi>As5%ob0}ov?hZyzGI+pDI@6?tJuFIXGq6XXm(%J&|kDHf(cD`SSna+?l7paK>Ls za@fZ4%0S$IS{2Oow82NG~+kk$NVXVA=Yh_*VVxNhk2r1{`{M}+wDHPWlIKxG4M=qJP_J^gq6+c^3>~6Yi57{d#kWM#Xs=i z;rBCl+rEA0aXs_P>zK<%sh=`yY8-fJTYFq^I77B1`hX#pR*%3w!8h|Si4ep znbgExT2k>m$0NOW2nENzcxe3dPWH_1(s?UC{k(PC=0fXz2 zuxA&(w`@`VQM>8e!xdq(Uc5_ps$)qG_!iT3cv`|~?Q;P}S%w>C*nQoeE3*Fm&0o7W z{k2l(ymwApPZUkvAcT-Cqv|W^|u{D)7EPA1j#YZV)TSAD*jywCV8d#mKTx1Y9 zqp3+jVlqQ>l2}pk^l6Xt7c6+1`y#v?K@M!h@&^5 zBs#L=xyVj(|C4m-96DoP#}BLmswNyZfwqr zzb7kHv~2TV)t-R9PXTjm%3t$3OaEa#dUa;nk}Z$>ntmVu99{X|_V(`5J2f+mzxCQY z`l*m9ck#=QrAFr)^}lWTr1vLjzc`O3jB2tacd?%@+>zV#eqq7VBpHrs!@15o^dz&E9~BGA`*bZ{ zGF!_$_nv~gx$4Wz0^ZLaLU%LeA7*i6oxIG+y;1Xam6p%py1a&W z!Nr=V4GaFC_W!>g*v8n;r!UUuHpyY~`y=4?N%`sKa9QBB+IFGifgNv$UHV-L7j_}*TZzUxEI z9KVMBOnJ9vFTC&Dxis~A)a74uoMXNp|5;v9zH4Im^Ca2lz8%L8o@rbCQJR_M%18YL z8=jrHJf-RVv)EgI_vHR6N)-;B!F{pDGm%RieKrcCFvudlohOMa`#x5*>KbnBf1=3MRy zZIdVG`gWwNhH^a6<~{!N_UZdvpL`s8mY+#BO*fz1>Bt)${B^Cj&P=Vp>n%5E{!!lG z%Jh$pe6p^i3}ZycQ6hqa1is^6wjldymewo@NNW|N62o zi%Y55Ql+VnpRc&6%qMuy&3tmcWSH6Bi2|5nU$GGUdQY6|98brr z+FFK)2aPw^{J*p<{%yjdNxu7@M4UaLDcjt>u`Om}>5q7eD{1F`9?w$#v-EKKf2*Pf2`DAbwTV4m0mHuYVx^AEUO)Ax7+J%>H+-Q+PWtv7kbYwgD}~r8amf>uFYta2NJKn93-xxC? zG{ks)76Z53tPU{~;b`aPoAPhcV;%2S?s@t}`lny4>0Q0hoHIQ4!>qbC9f^5-XzH%G zAU6HSA56ohRa~1ic|GreGfHNHFSq_|`Ide;(aE6ek%9JhfgfkG|BHNn`m5ejFuy!S zNu$5zu*IMM{sxlT5tB07Z?~M6vkBhpv$S6S!N%hH3sOui+okxeEB9I|?cz}s5}&w- zU#k7Fl~nLqy=?WKHgC!PJ3SSDV$I@j zr`+sHPx~%r9XjubYNM*r!mlT)4*V_@oMpY}ug=4?j%$|3)iXRRyxz7(u50kHlv9w@k(F%S;2e`<-9&r*fy-%$)KwDN8zJ!Y&5K3p!UjW;}jXJ6k1{VIkM=0|w{r zJ}KnSe53o}QkvQS|H{&_myYfGHOWQyo_$h4_VY{C+^KFQewR*0hr}DJ>^8K^J@#wU zgN#Qm%k_A}y7}^g|0PsDGICjW@}#8QZGYc4%LJ8&tQ#fTinp$0ZJBc|@Y=qwQ}^8EoVwU( z%9$=R*VrK5#cFygvroHiSa??a_kYWiLCc-3zbIV#HtD6q!?osFGE0QT)?94M{;0n8 zb5m|czZILGhM~lF|IkSitN~s^jluh`T)4Y$qS?*TZ8-*3;gSoi{d@zXckNvp&cY00BlB@$v0S%K|*mt^c z{#N|F^W{7;b=g+2|xDdgohdE0WsiQ9Q@ zneW}Id}fn>_q<*IUp?iEU|5kUq7gG?ulp>o1&`MoabHRAXcb^+QkCBOd!A2n&-n-b zPAjHwpJcuM!tjHR`|#hsRp`)+C#lKYXtA_J|_KnKHZi zfB%)gu3x2-b+G=jrSyc9Yc0I5lYSUhYDR3{sO%up<{@fs%X2jC?L~9-UH?7rws@SG zeR0#038g9xo8IW(Tkcr%D>I5S=y2J|hf}TZaAaIIcpky3Jf|;FqbFh3zp|M!Yjk?n zt5=<4_|PdRXLh9VqT~Mf^RnV~@4eDfE-jkNC;g}1uJnCXj>h&qSCayZC;0E>U&F@R z8!{v0>M|4Oc(bpm?!I|9XWJ@Gs_eAhGV9N3-nhvMMxwhHyT6JyPtvmGD5yD?!MWK` zUgWynqEGBC3`PDqsoJO5+QQEl{!X+rJox2<`)Ap2^?RDxV{XpP`0ST|LFB{J9k;H} zKf=Vux$=jb%Oktz-7B^@r9Y29^XX3U*VS*eGkSII_c(XfPF>RD*yLXlxokw zzFXW^NHD0xWE$FBeOUjXpf7!k#DB}sw3%yvtK@oA+)-oc=F8Z3r;8y+=#7TkO3~wQ zb32$df9zkYxG?V#r^&`gGsK_nl5jIO);&FW^NU?o0Xw}vTO2Pn$Pat-(}srJf98C7 z!AYaa(7NoSL6S#TWUtXu3n>px-U|7G91s-7D%38oKhch}zM67O0XP*Suo`EJdw z#k+lOGcJF;1xH_o4L4MU4;g?QHDL1_8Qi9qq zJoUY?r7qQ7VXJVaM=SeW$L)+)?tRnxX3L|dc$Ibe!_$&&^W-ni7e668|LXTke-z&` zZCo)k_2T)t?RF}@p*Mc5-^ZMvE3aIZdF=UV&7~V(X(ZH~<4K#HG5!B?-5HL*IPUOj zs~9^(_t;e_iY-66rmFvDPvWQfK|5!^xv^gC&y(dJmE&8s82rr%$4H9w4P?d%tkRsTA)Camsy5n3V=ze?|w z3-`n#x0k{?I_h<+p9+SFXfRAjjwyO_ReX(Yj>p2?@9fU<+`gpA$LQC%{EXS{q_?vf zrl$N@DqLmvH2&C4`H!0fD*Z#RG_@T#zv)C>)xLkst9hqI^1Wb^`VzGGNcWxPrwh(# zoPGE>^NC`ibm!TFLeJY#7<7dsy$E+4tUY%dwTvL;{X#HEM$y=0P z{MtEDHu|md-^c!+jP-8S6n*mSODvbZ*SRr4ss2WRu7G3ddF!0>&czo3OA{k^s6Uf> z^kLRoho!L=voEfeo_u2`Q&M&8hq=?wrIe(c{;iwMu;!V?(v9ZKB_f}bH}W{mlrMBM z7k@k_a^JqAw{mAsfi_dG@5J>hL;V#0?bb8<^)(_hb937j zo)hOM3&+{UhNKIewZCulq-U{P-b%5}8u!Cr@8F5D6lpC;W+`QqHkth2;i}TtlzlTM zZas9LtN*z$$I~C{EVfW8wYca7Azm-HDeTg|YAc@6syU(vH7iuT0Q(LnyC4vtjy{L zYs|;jeQvE>ho!8SE)eFGH}4H?RMY(NsQugZ>Eg-R9yS|9_b1LgDOe^rvFJkBH>tD} zPU+jzzEuUT@Q%!g(rwzO_lxIVn^{2G8Y7NswhdNd94dL+vhA4-I2Im0nbs+1eeb!g zVa}axThiBX9etZry#1N#wKWnt_i{eJdua1C@i6yY;kLkC{5yZXn8L(=!)Nv_wvQ+5 z{+-Z}$=oT%&$cJ(xbJh(UGS}5;Ncg|)HMvQ zEF3bEWBW|hm>NDzT%f4TC#1aLW!#p(SJ%W88mP10Fcvi3yhmBbc@?+ZlIlNADdL^! zF~?@dwvET;*tbrTliz+{JM@IS zm~E6>?N@2``u*I0vLcweJL2yKDgD<^UbgZZs~qpcJ@E+%?y+C*yZ*QobmIFDY4wv) ziQ(-!=I58DYs{27ckAN!kLoRH96l%RcpSaU*OkYx$9^tj-^|F#`{&qNvA%a(vG(~A z<5NZvq4%!4oRe6SA|j?aZ-(Jdh5XGM`uf6|LUxuI1n@@0uS3+*QR7Va%e7Vk zzqwXT=FgtF_TVW`?c5TzMe%FWZmrh3`Lw>{K}zw;&t5fuy%TawF4qJsx~aDI%Rhm? z3!i=Y_H^RTlAXKj=6yYS^dh&MN#n(sN!+U!C0(DF)Xn@V{h&~K?`AiHk_>Lf1=D7n zpP$yfL4C*ej%>G$lT-fY)|k5(dA3SE+A!s-n}mg|Th7Oi_Ti9{j`+rRq{vAyvZ_ftCK6q|je(X!IVZ`9nKGtxyf{_ee+ z`m8%|YMrM{fleBWKP`eJQ~{|dHEu1ABHW@cwh@_Ao-cT>}Wzcb&s zNOgs~|DV05xY@GZad3wyKwI5^V?H&eBsVFs>k0lr{=f4 zWABSOczFU()x69tYjfIa+8=4>izH{8=<-yv<&-V)RuyzoS@>Q~(owbgac}?gdb#;$ z+4pQ)o7ep~>0nWZ=G(Z(+Co=rB3Zp^oOve7t$(xZ=iPV38aF51@+os=+m}$hX36bd z)As_wulGEV=g#0h&2zRj?`weF{nNK1+H^L*uCtTg;x{w1Z1(iOHBHB#&3!as`!)Bg z9sGZm?wVH+*X{Lwdtv>zj|JBrb91tMr35qPPFlgr&b<-}1Li#v!Yh-h{w()z=q~+wKyZ^CvFkP)<{b58H$% z2kWmzeV;F@V*hI2ZmDw5Vxzl{yebt&c1&|(|TlP+CN%% zi=R{Nv}D4Dzw)t%gxtf^7v9?PpQD)Jqt&N%f1VugQ8>t#6Lw?m>9lo{%{#q2S(GM( zJPlCNT6=3-)2A(0guIRisAfN5n#1}u*-fPLQ4mwx*_?TUx* zS%uG2Y>qrTyE#AUeM9P*>>ZnQcfQWvu2<#XV&~}PU;Ay(?MMrU z@ZiK%OSBGH2Qs+Is{g#X>dFt}_BZnDEu_zDKKAU^x|{m(`i_H=CBCQmwbxr)E!g;A zbxxD+kGIFU)}Ea4@#8AjCI4J?j!2|QxLh^#<*S&oE6L%>WA3?mA$NP;MGx#b>{D zPiwKa&|#xXY;tEN^IyK`9#PIy`0-j5%en(Xeh1>5-W$FCb!C|a&pU-#e76H^B{um~ zSyto+&k~*cM(fpuyrKh)u3IaaECkLa3SE73Wtlafj?v?9H;m^7Z}hsj+KqdH`F}UL z>k}^BOkG*75iI3#Y>F{C;F`+Q+sn;P^>{I^kk{li=R;-nA^8zaG3;y`xA} z(R@z(QZ1{`A$;xkm#dwu5j?>CG}J`gFY4?$uWt;>mQ&dqd-fMUn!e>u2~T>-xpk*F zPCh$taY6jR>gviK`Ti81^3|gMYde>{x~+67`ftP@{*H!u?&hl{oOKyrUgSFW;YeT+ zPwb+n&s`S3{8STBmJoO3>H6gFWpX#B`*&T)>zXsGU{T!sAH3G9l_PFHek0`*sCziG ztkFs@tNGoBf}Vd~xu(%e7I)ge+QY%Xkt^~2`sc+HzO9;faORwVc2?1K%cP$@JhL?9 z*^2+V)`rs@4YtNy`mytJ+3UTbo3fMz@3e)KyzYJcUhH4r_Ky-1U+JCrAoNPAD`MTg z0}+gO3%=jm_}7?c9Hs-P8W%?7F-u z-<(%I5^Op5m9z0=?c5ui)mNGLlpVSqYr6i^wX$FHmgzVae)v;;UOK#~$#_cF#p7&? zT}qC%x39brp8or1-agB?$IUe_S8b6y{Z#hQvR2C+wKFQ|mbZKt*mif6URi(Qr;kL0 zSwgVmPK^MAvaIicyW-uRM=CA-<9%kPx9KL0m!7>JcD9zhElBH53pr%6CRuyiE1A2Y zInl}{9DA3~G4kJWIa}nq%lUWL8SH;W-l^WNFZ8o?ssHE5WSe#s_SF6-?Ew)2$*23} z8{TL>EQ@lub;(4IOZiqt?2#kAF1nw`nr9y=5!t?{;suV{psIq zYot>OeP?e{Y`f9$U{#FYtYb?Qc23ax=G;7q=cJzGyvB|4d)aSW{q#SP$~`wedu2^# zlh_DxSR5D+;T&OB~BkqLyz_0)-S<3idO%qQ*S7a zALen@d8+=hn=t8IR9uO9i9wj7pUC}_|J&OatM5HF>-Ng&uN>YiT>9thg%1l=R=um> z{lS5Yzo0&;N+;{tX^%Tm7vwhZ9{IaebCXp_f4G9>go~GIkNBocsN>Hm z2r5?OVca%vli9Wyb+=ny$w&8ET++Lr#`s~z@@(U(*cmDg%69ja=eTA1?&6XbJyHGe z{o&R1LUyrBpU<Hohh3KAUB4~#IZM8%UZdrn%vhCF zotBjQEJrTCC~u3N^Z4V}X?^D}ik>=n>?L3SkDe1Q3Xi5mD-|EFvf8YtDyn| z+=)9jr`aflP42$4)uY2;TGxXcoK|-=cCFsVWd3dK(&KA*g3A*0_MB0)Uc%*kST$?0 zyQJs3kLj#iD++d8kI}fbBr>OU;+K^RWfEA=KkuJ+a=CkhaM;5dLB{RdJx#d9=b0rw zUgG|aEzV5u&BMJ_r#Gy+5grnMbi%`X>;G^uTyj*EYF12AJKb-0WX0NyOzv17yh@jv9ckt$N zFkL$te4>a`eB=584)2!-wbGhne%}>nU}w8GHQ|y;`~#-yH4}P!N{TmeuFn2;W^?r! z>+GUg$5g{}7dy{Y7Ig_sd6pUL9Qk6MhVoxA-rs7zPmPxNGjpu4J-N1R9;?~{;k4!@ zuXm?y3!c&0{?l&pO6#Vd6Q)+WEp++uaKBzrOZ%EQryk|b_?US*eExkK^ z&&3MOO~G?ECHVMm`}EJ7p)B>=^7EPsGp5~o#>H!#`=$2#6}dMaa}GaFbd_iQwy~=@ zZR4vfX8wua4}563^+q(0vDfNK#_KM|iqkXdUmSloH&!UP?r&IS;{FA%9AsvkK03>) z>*AK%cl(U3zs=`p=*$#bJRv;UdQH!T>{w>*DSq{r*JXt-$vxY3W&N5vS(TPYS{~Zg zx~rMZ)6eG$TK8opySA~m_Sc!8+x11}T$#7{{ZBUQqymxqmoF4meKm@9tD3OhrrrJa zy-vxU{=6m2`X#ClolA~y`L}Cv2BY6;-k$fa|7## zT2GM^jh^SNvo5O4x0IU4v`gtPTlAK>r?(iszP<6un*JjeF1utd2~Dq9e_!$PQt8)h z{2#fpZG4V&EEV7HxPDtqh|?UsSVfs1TsL=Qb%w9M=`3QWwM9|yIghOMqo#y?wf&QX zyQN!u-|x%KpU$0|Y0+*Q@zeJHvg=(pTe<4`@>({ndsOjZR_W`VpUcb^|2Pv^C3AP> zeYPc;o)MXhdSXmH0o+gLy>Bzx&%0^Sl5^rZx~KcYTuL3;z6pI7^*FKr=Z2u3g0|Yq zRqt|@le0}(Uq0Xa*xgO-TiciW`)+>DP40G@X}f(Ir+`$;4qed?_ez%E`1vD>Cb*@(L??FeAU1bwzH}vxbUX}Pf|LL{QFW&vz zv#58S-*%a1?w=>;`ui;{pT_TM9PI5-AfET=dg7{+e?q?eVDvhEolkWAjfQ6v?W*PX z&5^rT7!%+qaWYG^VU~g5EMsfM%~Q_&?^=JVFhBafhWQ45!?wnKoCc>Bp1QhE`(uNe znn9Ip*U95y>bsua5RJ%@Nn%#y6O%a~FUj!gp1s&nFD;KtckT%({GYU?%IDQ5(FxA? zrp}C9?KJJ(M$Lr^@B4axZE8?{9(;EV+t#Q$??ui&#*$B$3EwewG3P0IEx@VTbzA6M zv)c3r*B`Y3+A{4%j5Gx#4$ekCfxH$OV>jRQkV7EQo%sX*+jv zqRqzpi_gryKIi1!Y4}9(=5Gugv1u@UMdJ z{^g6>!ngJ$II@Vo<>)vcBl={Dr|kj;IhPsN59G}jnWR3ML8*9ZJ%{~Azb^mNw~7Ke z9|V0DUzh$__^V#r*}pQA6y7|a=~m@?dYy>Gk!dpD-cEURoToNcG*F&R;^||pI~re2 z3ybQH-|Bh1-f;>W>l)5G5scd}o>6+n7VG_xJ*#q$i#aQQW9?hX$BFOC?V8Saut_jo z_f}F}wd+=BtmE(G%Nlu}a*uXhkAHhubAo;I-nq43W_?^M5_gDQ`^Wz{v6xMBw->dt z-PtoE%<~F@DQ~gI|4v8*sORsHO{r1nH zatSThIsOAnzEDk&m^so*DYT*N91IhG`26; z+U(|h=UOJuM+V)cGw$7et5WB+bJDJN2mKcwP_E*R(0sj8ZEO2utIk;l=k=GWKrXZEMeK=Fx|49wdT~t{aYSK&+vW7>&WVoAz!ZiFrY-e&1`ld^TCiUx4!iM zGE6Ssb@L|Y<7u@TY_|><3+COQRDVB~d&QybD~n{4jwwvv&s3`FlX}Sgh{d-)SL-9+ zmnbP`RuuECxvRXC?F8@5joxxL0pFVQe=T14#zAEQTWQ;LhuaTWxauAJ=PchoAxmEJ z?n+L9e5Vg}W)j9G$9C;8?EU1Yx$%XJ9oIy?^slF_m~O6G^y)?2W@dv1$FHm#axOGI zZ8-7bgkz@Jm#Ar`c7J!e`rg=MK1qf9_JYl-UVGd>3e-tCE?!@AfT1FiH?nHcQTgVp zMK?4jzU*QA(#b2^|NffLG3y6uZH8OjX8r-1UGInS0(G5*>4aTf2qZEiMq*`qJHt+R1@XF4l5~mZUhKcUHH{ylqIX}{?lk$H=Gm(Gx_{QDW{dE{jkdM@ z5u973FL+Ad|HCuqhYjm)gOjU5vM-vfR&P3(xUTlF^`w@RGh6Ry*02AyA=Kb;%c^@F zuhl|+%vdqmI6rOCy*s)6A)&LP7RfCzVe`mnHkZC-+uf#V@JdF75sIltQk*e*X1zeB*Y<(;d};bJSb3bXHf{ zxg1^lzt`=!-jmB*ZHF2sJnxP6RDXRYwQI_TtrIr#PmquZbMAC`GkLaL%$lV?darza z_*~KKi-rBu^9ee!#h&q1MLstBt5W0g3nce1yyvmuS;3RUwflw7{Z6xyIllI{yN*!J z#RW6Ja37zf68(%X!71{KJKH`<7Nv*vWjom3%ka(IA>H*Ped?#IxiigDmT9;8O*x@v z&B({&Yja@do=GK_t+Um)WMSI~n~pzeMMiM3a|T#>d-Rw*FGneifeixGd@D zHgS8EY<7_oO#)nsLIS3r1^w?`l&m)l=c(`c<#x)y`rwf}Hzijs->YbL?O~+S7e?mY zi+r2~&&<6m7Q`H@>U-Yb<>+Ra2c17(Ka}&Hu%$lb-=8kA*}JTNgr3sSF?wpdBum~( zsDW9e;-Em(tNym*_FhNMJKMRqSh}4#`1JKXkqJkIEflnwoo}CaYPPfgy;5&&*_j<& zKO#f-XS&^vEpICJ7T&IWN{8h;LuU2UkAJv+oNFt+?Y8LHTowU`ANOW0uBrdG=aaVb z&qu23a=5bhP5Kb-%X31l<#)O<%cE0&&;Femx{E8qPl-WRxTLA4h)3^Izb{{r@5+ip zxn8q*YOYV|=8Ev$$2#e?Et8o3or4*#lS7^cZvIuoqSp0Ud)@qJy%V3u7aM$yc51ra zSfML*FeQEi|FkQOYw}Z^eJa0;yz$)kuBzel?@uk(YxjM-V<@)ZlYVINr1uZ*J=juL zzCZdNqm;e)5#xJ&t>J~KuN8JwiF;|^J)~bHoU9Wm!z;edH*msK886S3slM;)cPhTv zFhA8+z5n^j#LgW7B@xUlzy5rES=3{G^uxq!X1@)cRz5b+uVy`0wBk~hM)tV|Yw=sx zSjv>I1bztGcl2h(u7wGg;zK+NMf%xayDzDbu}{1F^y-_x4=h&7^Xy#_=Xr{ksrt|U z88?2+OfB+#?VZogwe_d3zwS3a9rCFXC4N)?xuR;SKw+4Nk zK6iHbthM26Gk-gHW$fI_qR4&ccxQ%~;R=7BUE)P&>Xg3O{C=>Zb;JHdJHA|#idVmy z)W0!2G%-1T<-tN_l?$2M?v)i6Pt~yK%J08_>-7VRxBxD$O2sp>y|FWIS$9t~u>5zV zbKk-{9jCX?>M>Cp3mO)t5!Yl z#DWKm*N(0bQi+k$T+Kgi|FbV2mN)MBe0I{A%N@VBez6F?o73ey<&}9Qzl@WtVxyLw zU}x;iu8y_+%VQpAmhEq5&)1i=H!)>VJ+>z}Oy~EZ7&mU~B%e4CnX%NGoEk-+kuG@WX$`KnE+r4YQUJH|3!f?e-)ccvN8;5Wkr`xBZ>a3WJ6Ly8Y zy=B63fVJ`9-A~Iyziu(ql0W8qY}NcJNpnn>fBe(eJNr!Lo{;{)3$eWA+VLm<|2~{O?O*GH&=0mygw$f zs&D<8z3-3zwo;mrt-IlG_dmf$a+3wSE0$grd%_d@^UVH^#NWUBMb=d;b<%lfoEd)N z(agBRFVC@`cvbbD-4udj9wT6f!emFot3j%h}ho|;7+j1KwP z9ro^?NUzj<##8R1Zy4)~8C3WFujrotY{3)Va9LkvIkj)q4}B-iD0B(^6ksOW=JTlI zm$Qz>v=?Qk)4qhTr(ZO+t2p#i^Ubf{8P&U)Zq7Q8@k1mdTh-gdc%As+Ex*!hyF}97 ztxSGgkfnHI|J?_N7G(4OSrNK>$Ax*?Gx;BLwL1Lwn2^pmol{mVhw0ygj~7jzq;7N6 zG1t=Ec{OU0(w&H+9knOLFSxq|J-=CartJ7;$0OP^j%mtlj+$w|xH6Nus8G6%uPm#; zPOfm;G4bWi4$i%j0S|+oSv`y~e{WHIPQBCPh-u@oh1s!5|GPu26?#6bah(@&YBoc| zr8dD@w(_popNe8Xnx$BBsr_X05j5NWK0BMcc1HF$rOuSh_rGK(G(3A@x=eDqx{}wD zs+B9$x7?g}G~H28ah9iAlY8F8joaG;ZqK>l zDf(!&X7a7V%C9%(gr8aZ{)XAgSLgJ&C&f7{#!QfHy6?YQr_b|H+T=Ly)n7iGjd=Yv z_8D(NaYblfW6axGc@*ZHOG^$*PWg(+4<^(>8?<_9cni(noqyuu+s5Pg&y;*h-{Gw zb6wvyUY}KaM$y{tOINpp!0{b><GlyjCu>ZsdUb7qi+|opq3HjuO?Q|g&RdFHU4NlkPTz5Me`RUmoUkCer=Vw)Cw>#GA@v!=fKG>HU`DWeDYa$PF%+#m)y}ns>-@sl) zefic1TRy9ADiNP2Gxl7uzJ7tFaYwp(4|gED7)84~ZAN*6Bdv;4Al=AP5@=T14% zx}s3wZ)xfx>Ddh5-JUBS-m!7zm$$wFeAfb)#W<~}dm4q!eU;X9fZyatdja<^?^qtD zFE1ZIcUX7+nYih(UPI$g&8b&)nf+clRY&-qd(!E|EU~(b_h_O`ZE@C-b|3!A`906w z*nL)3IT_q^+g!ALOJU!u!s-U@jJD4Xx8kc~=ahdv*r@%b^q_0o2igD51^z}s){4y@ zcH%{coFljHcp>m?c z;_iRVzs}p@(BAF$bjwpar<05&yyqXg3+BDFb7JaWdOvrHlT^>^3?1e6Iji68FZwp` z?&rC(zS*@I2K8?i*qnYnNB^Y5*M)mOOj;f=Tasbd=SL5|SadA27Y%wnf1}`{*5_X~ z8&AIW%6>8{*A1ox3pi&lJe|3*ja#Es;lyf5{{I&uABARrcvC&k%WlQ%b2XVkCk4+* zo@6P#ul}WXo%iHLw!Vz>a`*2#)3?kq$a?A3>ppuOXZ_Rn@|gQ0u)64P?BuFni;6tv zS)4il>`W`$`pA$=vyZHF{Iyb?n}3h>eu;=s^NGUEw+f!U{C3x`+wAfe39ET)58PRL zbFcm#JDY!B|DKksaGjG~{cx&o=!X>v0nJ}*3!GC+!OZucZkgQUK7b%H)DCJtAfh3yw%egBJ!CgygPSslH!lEt&_V}iUpd@ z z`_|1#_5^3yl;4Ygt?yg)ZS$jB>9p%Jz7nhx;W=Ae|uzAtgXn)yqBpjZ!Nz1)J4$Aqc1=ua_1|$Q;N!NV_q`dLI8OfS)Drp1d-mckd&_yxuZqoYYprW{*E7m{ zvgHp`)~!YRj3mmI@!n4t3rV&0ml8d-q;HDdRITz2efqCs{#7U4;!PB)|Ls@NU|*)V zYvT#3KGP1L`xCzXh=}o(N0UAV zoOSta_r0R{$^#8~t97=9vwzl3tg&pjUgLE|l9}_gRN{>H@}k-IxqB0DdUjO2So<`3 zOY;-{O79S>wWnHAT6Kgsu)o-T`mfogHbws2n~VNs%-ody>d%La%VM16#oSX$6n?8e ztK5)(>mf&C#OxsHN181D3{HwNJEod*0~J*xaXjEt7Fmkf2#&jBD)8{foHN8tUBbSRbya*c6_$-9JwF z5dYI^WB$~AH~4sbmvODSxgl+z6G!vg4-GH%FP1ai+hX*pFZa})6_1at40V0`J!H=7 z3fG-75xb8&pDHiudZn|3rAhCv@@mG+tSKCv5$`frz1kOcQU9raWYn&P&w{=GUpcJX zVrayEo^#d_zP~|E&6m1en9O8eT)$u4_M^Hh+{^|H;`m z&5-x{>>2gB@9x$wl%L^svf|0Y>FeEOAMAVRSJ03t-umES(;~&Ir#~hMR=qEKsq@?N z|K-_5%Dg%gF6{W6)6H#eTst-RQt>?&gMX)k)t9goWUcL)zH!IfL++ZqU037<)-ZZZ zyI6YV*bS34|F2oP7Vi7JQl@L;Z)3h~oMqD&N$vgZD8kFa_^$haN4l`x-rv8Ety}kg zpXIYB?{5ArG+)sv=C|TdXbh{{Hid&7vOg-P%QswC|0bp&oUnSrM%mm_DZkhKv-XFb zfAW5L?DY1k$}NAT`9DXuKC<(D^vLUuqlNn4BOEg)Uod!gFT%X=mrmNpEswd37C8$3 zHcm0q6#P{tKEbH*O5M{H51nRz+q`_rsvnEG*d}*cf683IpTN*MJMFv7!+YmHnkQTp z*J_&;=&(~X<%&m@iK*M-a|hOJz0>^nx6=Qe={pOBg4)h5P2y|2*j*B?Qf4Z6{nG5m z{I4r~zs6c7RLNY+pW5e^{iI)tN3?L3QuQyswxmh3ZW_(hHgU=;n zmu>s`=faAuvNoPuj`rW3KGEu9_sK;f$-j~|@bBF4=DGHvGS-r?@*}LW%LJB}D%d7} zySq?K`{<3(Y+d*B6ZXX3evnkbQ6pR-knu-_h$6d-#-t{EWfPw@dlID%Z@{l0`-Mcd9@ZCbxdQ_ zn|H}!&V}-OA_ohMIz>6k@^w~y_g=Chti9rzTfSAJQpagV!v~x*PDw>>;G8DO+oiH6 z$;b8a!I@Q?J+FWGJ@MW0|Jf105~qgW6y5N04|iqh^yjuZr%tBj?73gOgzvmpSJ%be zJ4-*lx|S-t=+LC<@XobjUxgJ#zn)pPb?JX&Tg%4hLFKwzPvkk3HO<^>%fa<=;?$B4 z=K|cHwcO3&@si?KG?x%&n``lStv~zziT{_ywZ89S-_l;pw3zAWBMFgZ9qBgNd38@u z&EC7C<+te-jmfWmK71Ur=})0=u?&BSU|12xB&+RSQanU9Fq1C(f4`-Cb#; zEt?Yj(($)}+woV*yFdp6wqvB;-l z*Tk2)tM|0Im%MmzZ@a{n#GLEQdnAn~WvZ7gu9v85{U7J>?AM+9VSj>8{7JaKz%V_1 zI_v5LlT&^fneTs}5EZ_+vmiwMjETx7sRTBYoePh2@;#LPdT-O?kea@&cfM)W>ngJv zs~;^kf5v{T!EZJ9T8-Su$Cs4$_GRtqj?%ey`F%@)Y`3mju*s$+eflS=KL+ud{g`kp z`NKPj+vb(QKb<#iZ@sp;xz?F)b7bRvt&lbICYyJ@5>>BW_xt5Ofv)f`JAPy(?zlJW z`H_Z$NA|?Y?$JB`Sk>z8p|GC?{B!$*Z`}2s^CkZn|HbuI2VU2CK6Q9@)92S5nIcIm zv;K9fj5eD;Q=QQ9?6S%o`#Ot7KeqLJig4&USLAkND(mu}D^35_$R3pV{#Jt9!fU39 zTS3u!J6i>t`@L<9eTu=nH*CJ@_%3f@K3}2WAec4xxmn}$)z6!}>@G>fY0YwT`~66F z&#I~WCZ?UN`EHb`_1URc?rh7X#Tz?2+twZqTru^rlHSLLuBOm`|KoQD>O6ffUA35D z-k-;AF=s?po~znbksT4)tGH{8EJt(VlVx1i@y&*FcV@2rq`Suc8P?XS`}0a3HH9A~-p z+2XY>Xg+geDVwGktkU0NzVQ0ZX)C6D7VvCXz<2cw+m~*RjHK01SNWgx%bZtlZTv!; z_gTpASC?acJvwrBrg7WS)nchKV$-%?5z|Uou|>IG&ZH+&db6}gz3ZZ-AG&sAe?NV6 z!OyePV%phm^j_(%D;5^Bm}DQ2=yLJaZR0L$t62McUy@nF?(N>QInVF@foVk#U3hQF z-x7ZB!O}F>_xSu&*5kX@e>zau@uFw1^e?5e9UnGSB+p6-vTMoS!KirgSFOTEoz05{ zugI_a5GSW_miMz}VcF!8*ll-~_gdwAJiWJD?HOZK&T;v3%o8m8b;HFp&+d3CEfMN< z;;)X*mV<$LX`7BSRVP(8N{M{4OSZG>UihVA{bu3Cio(_&hBFmTwnh4utnIgJbdPCT zz{JjaZuaR3wl+JT-r+dXZ>%u)n9Sy*|LnGgKI}bgs#AGgMJJ?Y`5p@cN%NdIrY+hw zf}7l=#e2VQKfPz=vx?ez9#J17Lf4sJW1h{;_h^3?H`~6JV%aWHz5zt#<5#?SIpY)u*4tYz}yN%Jsv{jIBY=o~(-9 z6%2ctr>$GJaoHt)zmTr)U!6CXF0t9oscr&E ztc&`t^D6x#{zWpE_TILN^0=7zn|r}ghp2~k+l?cZ9@=;!E91~T{RyWd-(7re>*Bq5 zUw^Y9+hfU`Q~I0zoHVDfx5sb(KG*r%Cui|V&4;;j7Il4G@a)S+wbf4(?|ANy`|Q`x z|L%WU5O+x_tJ(c8srw8pXC6Mg`Itg@f%MGh#~La$c~~M+rS@0$F>iEB)6w0P;{Rsp zBVVIxf&X7_+;ys2yuLqP{zp?-`XiH;b;n!x{WVm`f8}Gpws>P*`Q`K14Hp>}^XSc( zc|2;pxRHj@^z?hDg`cV4cGYHZTyXbr74I>VLB)_j*0)g8<9y9M*-nN2vXbmZUl_Kz7KEdIY`)Mh%R ze)!n&kJnywGp#zIRr~Yg{j%#}>z*ZuTMBIQpY3zb&o}y-dQ36@GIt^Uw@kc~9JYQi zQ&mxaqF}B6^XA{_Cibe49xop3+%M)T<{p0O^&_B^`TnH*gWsmSVz}=TH&4H= z>|>+7WB(f8WB=YJX8wQrN$Ts*e%>pBvmO_>eoE@vWi;F41?wF_$B4;tKN8fWe)!8) zy|}Sr;_RJl)ux%V4zb@|U~ltSZUbM*g^aZ)pZM#TDs~_CaW~1Gd}ykxyN)E+zKb?wHt%&>o$Rgu_Xf|br_&v$9+!-GWya~4z+=Zh$cCKn$!kZf(Hwe~CXX}f(%XUA$#Z>-Mr$PU6cZEW$)4tg^`)Z|jJ@{jC zwc5S&+osdy-r-XOgnIAQpZNJ!Pt{T1`V5cQyXQYzo$l^>`H=I_M~yEJE*7j7Jh^X? zMs1gVVx+6H1M+J5jrfm7u6gz2gXVI+5D{Z>t z&m7h%I%mRMD12g5e$YvV`TIUUsBLr)Ics3MZuhep2V%~O)O_$LmYHAa>9A|>F5WxO zCb0joT;UV=C0Lec@0)}#mTzjWo?ZJ<*=Fm}rOm%|ubWI<8TBkOdo91@uB1QfVz&N` zF#Bhu_0ha);%4>ld!pN?$oTASe9CfT)vrKJ`@Nf8{~dZ)yqT%8B~DEz>C4vX%x6S$ zq&b==wygP95TduHeB#b2Vi$IB2_;+-U3Bu-U$Jz_)Z81b-V3?yFV*5+=IiCxs~hcjPA~G7FZd{__gLof7IVG_IxiBA z2EFBJ7iKBCm=N{ikJ-+;2kbRvtwnpv7qwo|+p_s+R{M;@mAsSIte$pZ?sJFP3VMG< znf}Vh1htt)*MC|U8+mX4M#t?k_J%7yRvb{yT)N>*m;IK4#(t(c-*>WiAFe)odl~zM z2?>!7PmGh?_w{QT*0MQWJN(q8i9V%vrLb@u_vm&{bfjXmdeptU-hpPuYb;Sl7H5eeP#zY^>Qo9x8IXI zApO06%`~>@p&TX;c;_UrmQOXmuyHG2*sWs~Pny{OoeI{H$^Mm`I9q#G@cF9Tw{sj~ zE3^-M-RLoSdVDE|4NE)4nm5g}s`u`)WjBI&y4m~nLca5=`fUF+ zf7L1XgWFe`6cshEoy7A|aqGXihmT$}Y&Z-=;i;o;>BN zZ#V@qtVl#=Z2T-qj$gdy2*Ac zr*lE{I)ka#UD|7G*koUPDoeV;rmLMKRy85|u~hcu_F3DQckaw;jIBAdq2AH8adPLB zJFi+;FROk2yCv($VyP`t#kQSz`KhM+&^nXZ7hbmX6!dcK-|f12#s;sCyoysyvi3a6 zU0N@3|7+0AtIfr`z8m#VJhO{6_x$JcPi`q6x!Zr_{f-><=Vh{Y zH$9V0Iol=FEY-Q6_fCz|ysSg3f^s`kHZ|>Rh`BmHCB8po|G%po%cq|)dUN$kh{%np z+fr&jyCU3TQxnoj!>k5NyoBr^3y9Bx{h}S#eWD(CJ z93y=9{!z27^Z3t69=q0jcaDGcwo7SA%hw;8;LsLulzrZICBZE_jKzP&ui$=``R={d zUZ&3pKd-4y{OM4`y5NDl(b4~R&Yf#)F5R;1`04Atn;@uX<%wf)ji zFF$eb4A-ECqPzHlSrlDQT$S{kUVnY_THdN#EP2aZpDulHU-j<+#rR{&e7mnZuo@pp z%U*f;)Wid6Ph}t7XI-{mLDS&=x(|mtD)i1iN#xYwbnxHOQ@`k@tCD?W;w!_cCLFQ- z0kbx3_$abWLc`yrbH31>7XeegvfTB(bHV0(abY3%X{)VGY`zn7nC}Q4G+Vm*osvb_ z*7%<0U7Y5&yq|x``6RZS%GBB<(w=5j^VLc8#FzUYkFlul{C=7Z7u=CprFHbr z5yqPPQ{+w7F58y=`%|CakL@A(c}t)EcW(LZFW`z}dMy6fn0 zHFDh#hRKNvRv%M7#5@o<_wV$jl*>h0+a6~eFnVrdqhb7Q)0SwF<(Hr52>hYO%W=xiV=UQ&47(pWU*|$2D)4u5{nDo`V)aLsxJQqr z4?k*lUNf=Ns;B*@-IEo2OM7m}OjTlBc5L2v^&@30vm45qS&yn4Ii2sQOYf9Sh%(`~ z3Vm886TYW&0e{dUr`bW5lc$xPjeVUJ>=-rk_?b?@7^hP8K#S!crk#9|=YP{x+e^ho zD(~(~PX?n)@;h1&h%#0%O#jD!`+?vLl~RKTS(bg5-EY-QU`>Nx5b3HER*|L+KN71J&?9EJ$7aa!(#I#Jn7y$q)XXtj=Xq(a{JSx37oQ? z75kT8THC;yDpOU|dTv&`+R`ol$0Bt(E;G%Uzc4%Pxz(AYyW4{wnVnvKSUk{$Ba$)o zTvhqrrC+W5*!DjK~2kGE1+{BNG` zxH-uyqiDy9GKP~Yo~j2vbbYv`K7RN6P|={Ra)%|kx7cQuKlmuV_+!79)z#lcZY%la zV*5S?rbeYH%ZQn~2G7Y`__CEFc(dJ}&=vcOHuQV&tM2<%b5&vU(afLhEv?-*PVMd9 zd%Q+iWJ{kMmu_gu-4jXurL8uvk}h}c`(4ldZ=bU2L~hRcD-~+LGOC^VSbd>%r^QX7 z#w&NH&s+A+nn(Dj)L!Q_o|(HNwp^T~wcXL?=;r{pMJDX}0;i|Vy>vE%<%Y=TMOT<# z&Gx_A={nKXk)d{Jl#7C#uF2|1k%$JZkBh!NJYwd)>#$v)yjE$MT4K7y%vm45JmXP| z@_4`EgOBLjH|CS?+7~MAjBDqO<<|U@@%LWP>mb#`Iva0_%XfC%oWfljq@zSVYS#NvF6LEA8UDEYq8$3Y_z-n z>*tIPzll%mzpuSL+i#=w!w=uD_HKHw^^xhayoq+<#-`%L51nBu8~y|zI3FPun(;8* zGV2`A_SJa@_6sF{SFbn{=Km=B?70Uw`Bv_($mUB+uQd*NztnM^CtopJFw3<2&MTRB zGatSFbmi}~Zbe!71f7iJgtHR4<#lzhiki7Q7>@CoT@leR-lM*_Zc0#|bKd98|BA!C z|9NN^yjZ0Y6#1^@&Pst(t(R96Dr{L^v4t-tTC*iok;T-CKZW%5kRXC=EPgvj%%I)7V{$6Ug4OKPWGaan;!)%!ce zwXApM$~OwyS6V2)-0CaEzx?LBpCS#%n)q)j@827EgDKjM@3O6lZ0h!dKdw3RR3>ft zwmMR{Ge}fC@g|Aezg;jp_VQ8LU%>_UPp$~JcP=`$&osSvC;uVo z-@Q+Q@3PF<`gPv!8+-MiA8EaRGdXJdEP>Ed3P(2czH^peo%6(X@ue0~MW59U7xY`I zzCSQzWv(nY4qN45v^!9L&VCE?nbRjl6kl7Qdh(X^SFK*H9h3l-w-<~ghdUxmiHG2=QkliXAJ7vN8ImWKOrl+E$ocz~{#NXZ7yf=Pp-SuAq z&g#Du7wfNd@#MMT$tfi*+GkMF|9$t-1L++S%M<0-JGfqwd_Q~I>n3NL6?p+O8qRb5 z$gA9AXYkzGE^zs2S=E^`!aD+W6HH?k%|4j%-rwdX>*hI36_dAZi(1GL6YKNv_aC$F zZo#(hq}8SA4j*PlILG;wc-Z(~YY3^DdZb|2kC`uX&m5|I_4rO$-AoSCl)n~b%}MOO zk9MZYIa%9Qo7b5H|9sIR7Sqkr`rO38)%h*k>j`T<+Hh&buorh-63uRrS?v0Es^DsC zh7ZerOxSUL&RflI2O{0qG_U=4aMk-4`mMWq)FdB-_&0W4pXJ-ge58Yk|F))>X*|b* zm44lSM2!4WXYfXbbo_glzvau^zvoSCnON<=-TAq?xoEwJ>%5O$ho0Q6v08Qhg<{m& z5{o8d#=nV9d)aecdFyM=U;Fj@&H4K&Hv=wf$Srg)OkA{?Q>Am8=I4KA$J44_96OWp z_QL_*brPpTS(p4=Ezq#3p>>mU>gHdkGL@1K?pl#PH`VLb^r`QUT{*wqvrJ_MOY7_D zi#s>>=l97k<@u;m;A^*XalnLqyRL8g_WrQWeI4#&VzaAW(NNXGqs^xkbc^A>~|AG6#CJz&_BPy6=amu$H?(po;RtjW1 zoqlot_qV28B3$CD*mk#@iS0ZZ&M4}X|LvC4gEK46E4{O%tHEvjD%)56(L9V>Gbv4f|_Cn4F`}-Mo)doI$87lCCWBsu;`7`pr zmab`SY@8EzZgxRdL-oG+Qx-hGdr}^?>^!=#-etnCxu;ey+i&8{R`olu;^5ZbtA9nZ zpKqxZj+p5(bxxy0QRIvIGdD^uibuXWmH0yLP>#AX_m)yYgX$KB6%W7UCQn=5RUF&j1<(B|QQqn$J#)?G^PG*duRmS<031zGvrQsVkPNyxQ8z)IEzz=IYch2X^E7S zgt&>6T;=AoYzb=p9Jd^Q)w#_19#YD3C~cMhGl`G8rmW(fz&9ygNLNPuVf400?Q;8d zvUh`h(yIMrQiEbM^G=9N?y&jqfAC@1iR3$N4N>3a!(x9-kW>wH7I_uK>0XfYY~I4D z6aBNj{4I~I6Mm5Y=e*FzO^@mqEuO2wk!h+i&uos^5`(gboi2@Y)bB<}?fe#d=sif9k24VIWcUjJVbWrWO zzUhAF)Ogo}{PPo4mulSD)Fx&7x98DbiLWyjeB?3hJv+Vf_flr(OP6(hy`{^aTq(9p zo6O^~M#cH)!kW(i=c{*}Ptv+;#Ui6|#p%0bt}Iv0q`N{kod5Tq|37oWSLgMiTmC)1 zps4cbTK}y5$F}xJO>jP*{qXF!svp_I_^Cd$0KV*mK2PW=ztD5rNSZ=3h0+kcMdJyWIIHA{Ylsn70U&M)7e z`Mn5?G?aRAqewAgg4^-R$9_I3-zT2jdaP^rk%bXW9=r2>_qflv)iI@U`TH4-Zae<{ z``hDqG)_iy>-nQAC#~IFuhCS|nYiB2+bzY8mF188lcINV-#_PlJa#l_#-pQkBCoaz zED1lQ)gZrP%A1JIiF0l@%CbCU_v6gl-twV$lE#c%d*oGj7Pl!YR<~a{uf|rF$S`f{ zY9l)V&3_*>WDfXd*}3+;F6*L~OWZ=2qJ=o}ba%VOAvijf?As_`T0c$L(kRnzv(_Z|AGL;G6=r(u>!3YX83S z#;-flxae=ksrSnt|K|&z_(5w@%zk47hG%sZM<48cY-(GS`;b-N;JVBqUhnm+C6|&K zpFh8R`H;xf8*1mYF6|NAds?U1YvDSH3#X^74NS5x<~{H3<#Xu|uj|}^ryo;uPk%Ay zOMgCLV;uX2NB?ds=yKke$Iq;nbTLKWw%9u~d%@jh+^c`RJh@*y@zMH}_v`B$_E`Sv zvIshJJ9N?YUny$YtC-tF%=1JS%kVwkx+e5NDqH9Ik5^uI`KJ>oC+t4t{_MY#*a)wihdp{|x zDrU^=|KVkrzH-sAHOmEm-p@|YUlMTlJIDKv7oVOvc<$U;&DlRbelE|f>ra`m=RGyheX#0p+NvA%34F%;*^gh|WYD*M z3fn)~fAxDem8>(>In3d-Kkb0s@i!Jrnl|>j#xu{p{o0zH#RGDM*WFtg zR`MpNE6Qr~hVxQx3!YzIZ!yp4ve#E8udL*+t7|y7ZjIafA}ZQy=d1Y_mn~fXYxUO8 zyBQAoa71{ub;X_L_x0MX*0j(6)i?3gKWAmFzpHV5;^g2}HSe}=a5~U(;Zt^P>bJ~* znB-Tc64?t6H&0hxlGXdtba~w8Eo{oWxf*;p&gG{1sEcn82|TOuihFX)l+oe6)pT_5XZaDZ}{B-f74=)&(`epbW zICjHDaPGoy9R{ZaDz1C|NW8!_%llSY&6bQkQszgGR%^OQEf(9R*OFlp+j8=3+Eddt z=b84N>O0B1?vLh60p7PkY)iP^iaItW-#H%X@$>F&v8<=h^Yc^MPA#9SXImj+dA~`F zUGR_hw0}RY3qF^Pb(|sf!T05#Z8};Of$ziaFkQ_3yzR!;obF>M1ElWi>1kBf5eL7^ql z@8^A*rY`v7%EOwj=c2`@Ox35l?M~X}cf!==hr=nqm7<5Aqb&#fDn`!~$=Z2q$6y>ENzDV_A@S=Y0kYqsTf^hqv!|KjJ2 z4B>??Yh$a{W-nQgWvrH2>{oK{R;<^bd46gKw(WF%)Fq((IHz)TdE;x94?t-gPhZjAH|9Ic)fS5q49OJ9XD=B~S9zBSDu%8H#9hzFU>L9|Cw{ydZ9uQ z*3S?2&F%SNQQvuihi!H1vMrBhPi!u%5#CT@7_h!<&KovPcK-+4W-gFA*<{wV>WSvM z^ZK_^y8e~82=JP$x$*1MCc)(C@mbbCM9!b`eOr@NncY|6)oR#iyz$91=U+1!+GiDo zrEg%_?tFjw2Y;cCWz#cu{A7R46=OLw@WA!h-Ve+8su}k`OibOhepURgO>l9Ri8rgs=K$u3-;{FdYV*Bq^BO65vnT)Qke=5AK8 z)cM-`Q*PS7$M&bWAAi`in#1lvrhLvmizU8i7Rr{^Ih`#AE(Ukq+Mx`4^coIA3E`KKWij(2!+&wWfANgO^YI+wgeqjBH z&4MmHE49-_KN;Uv$JJRef4z?L+LvEgR@kC`(q@{>KAwF>kClBV zHs$5poC{TJ(5hzrc06$*ywgh6E~u$mo%`XTKgl^(zEjv`n>P) zb=E0aAx{r(Iqf=cS?v02`#<+syj*`KxjQSh;{6Qgn!i{7}3zWA@8C&DY!eG$-wG@SC1L z@s-^X7Wpf?)Y{``U0ad(yG~L$IsV{@f71_LsNNlRH}KuDg;yR;dvV-xp5d(B@5@#` znRsBOkb|Cdn#-S9n{-PzosElTcJMF1I4e^<@mbrRRkI5ff2@1HN&7;I+pZ@X;oR>< zm)%}&zjJrrMvZ@Rf?Z8tO_i5FdV6nb?hDn~OIUeA+q#*=S{tX{kTCcezx7ppTK+1R zNn37IZY;?-`}fMci6-tY($SeaKRsF1e1Rb|S=x8!Lp$}XX{+A;tz$OVV&U4^_SNV& z!>;pz_kZ;ZYD*;lwGzKmHn;0^YuuM_chwSp?P2cw_vo!-&t-L{!rzsbB}$uihh2T_ zCt{JAG%exg1jUuB49_KewY>LS*{j4`@7RM}o1?*NwZnCqMR^>X?|g4re{e(Nwj&Gu zR^PR_w%&e?mHH#KpNW^>@AjQ^^<<|(s`h{GKUV&XZ4ZtwEx4mUvuOK0=PgTh8@<-4 zZM?BbLif+|t(T8J)cV+e^ri6!C;LlYPaincs(LfczkG3F(yZyTeD8g^c4A{-g86zi zW`VDj8$Z^5`mph|3t#U3F0mh_ThCocm=(M3u#?QW!jpRcRbFT(wzRYQ3uoyqIuKYO zzQ*)Wd%^2tjwQ*?QsMpKZNECMwfWipzB27;6Pv$;tCjzZ6Q1vlEm|il6CwXhOzXy0$#tEH2Uwrq72)2T(s@_UPWHP|*;aomFM(t)Cancm zvjPsco=#uqwttrGzLjwYVppBye|jtFr&Vo%*6Cldaa=avn2#=Zd(5i6>n+1N7V&@w zihGabm85>3FZIr0QLfMHQs-;F4OJn>XU&&Cz2<|q#fdi)5|dh0X0=T+d(r=_c|U(> zfM{R_qraE3S(bo$lX!yU`^}zbmRhXdpzt~Ttxe)S?()Qh(p`%=XI>I5Qu(Cc`0Q2e zG4;i#wP!!x)ayNScisA9Cpmh%A4*MTIBn{?wTij*q@b1d&37%v>!hdkKi~XiOXnf+dW(H zu+QLNx7>S=`Po%nVlBH2JDJNokF6^{zNl}7g8iRKp4u{RrYVFs96IFjHvE(8;)!>} zXH>A5vh-iGj1O6&bj$5hLEVy9m(|i8Hy>FRzyDF&S;>DNpO_}x7td!ij~AXXeQT8P z?xqfAwnui6)%DByf1j)I-0n+3b6{k&-xc7niRJ? zY(g)O;x*qlg=beCaKE#hwI{o{>d8q%b`=}nCF-1S=bl`?e#V`f%XQQjh}ST`PJI31 z&A~0+R}bA2_|RtfI@7Z656_fcmcnH}Pi4(@H2Lo0G(Yy*rdYGn3LJ38xwsmDT7m$g0dk#CFsC@xl7TPn9-zoe#2yg6TH z(t@%RQ-4%loiV5R-hyW_(n{LXm-RQ>U2kGx__SSJs^8lmMq?bpKJ zn@-gpl(GCES9nQMYx9N~Q7g@lSUnasxgRz8)&tvTQj&Rxn#_dd0^Xm>mwA5uVVvHD zUrEwh=H+LCjko4pyJp8gKftuvp*YW=yK-ip$e&m_7sZ`5K6_T}dbgUDCzkbj?y`By zIn0lU-#EzGI`NiG;+fKg>xGvzt<>D$n>wqeEzpN&OR%8pWn;+?w^#5XF9Cuw`+U%2;5P?#QwsSt5SzsizulLm+Nd=>zGbZjQ)$hn`&fXCCv)6>_d9IMQPW{u|JX6JeYNeWnQyxpQ zFg;kyyV-2-s(W|tW>j>0pHXgVShYUzn91HfyTiIypM0ERuJmd}sVHk|V8@!&9IL!< zdON;Nk+-a|z3-GWSLoUV;dax&X*Z11{pGpO&%ghy0(AGp5Z@OZw*Wql{jMzj!&d zN(cAf|82A;b{liqoQkz<^ZJ%f@z6J3x9y8ev}Zy0qYdBMUN`tY5V`ksR?yuAEf%Fy zBelIg2is1)9Wl$}?wm;lXnx{weqCx`%I~si z(GhJge)`Yz-@0;TLUC??li07TSH2~Fu9)K@%#y6h^JlKRwfUxPMc#$Cp7JOCPP-o! zVsi1^%8ZQN)^f7Pk5((@I$biI`ei{HWGsSH`EKkJCQI{gmD|#Z9j6Rozz8tr-m)#O?WgA`4lB0wu5C=`Jq1|09t# zbZ_|HSF>4XtUbWHYnlCWExD*h*4Ys^BLaWsJih#K>7kB=LA&pLo}*U*>_e zr(P>#$ipdn?k`;8sr30S!$&FZ$sO00UoJX(%B&;vW3SEL54x;kGn716-BxsXzwyR0 zvrhMhT3)~6QvsJZ&78lxZS{qTR=U&qR+)F)4Lp@~k#&Py*W)QQjepE~SQQ?enU~&l zcfDC@We2nJJJ#sill84wOw_(^o4u$>!?j!7y14qyqnAOKnfhZa96gjff}T8@IBkB4 zREAKk{mw?!_o-8Rel1_`=&OCw;m)~7!F%-ID$QCd6ekv*GM|lomEI#hj^mp7S?OX{ z$C<16=KjcF{gZIBLucC7zp5?lnRS8D&+oiBSt-6FQs(&!sWy|H|Dv83o?Eli?49y^ z>6w3}X8)df?|+yecN5peEtk?aW&El9K5K6K|8?hlFV134+7rWZH`qXagi1&(* zpID!2)`?cud|cdq@q_dKuMHYyulHvh7wqvC&i>OW#F6W7e>?2uiruUIuHT-xsqckv z>|*mAbB))`N32RF&N`@JzfPLr^1?X9yMl*)d7ey?tQDOT7gM1i#O9{F=Um6C=$I1w zgSHLfR$pt{Ru?%RS6LMkaPiHP1I(XV1RP`brW*$LvhGnlyQadi-%IoUj(gm{j=j`( z>3aRcK6^1k!4=iV#}y;DZm|ui7^(PI7e5Q{Lfs=lrDhoICAp;-M4gPE}oa zu%oK$)7zyhVkYhBdvtW~4WG-)&Mchu*v>`bHuF8jQ&!fuwkNC-w3n+3*C}c%^|zRK zd+*8jljB%3o###XXY1mAuV@e;$3es@;BnK2v(jq@$v} z*$UcEB^7VmrPy8A@|?5iL!r^MS>N|`^kS;R-rkU=Ir;AxG%_ltT27{veOf} z%pb)}jXlUW_gq*+a&Ctt55M5Sw>mjJlh+_qgHcn>0NgB^K~CWCtumf{_$*?^t;VVd(WOPa(F6n@5kv$va>EM z-w`=gJaYb(mjY^8aUcJz-#YE0eD=OYe=iEigzbEl=Tal3e@{`drkD9|?3|NQZodku z{kvam4Koh>`EQjv^KOH=?hQ-lslPea(^?|*=iIk>izm5md1$3Er{vL<&fZB$TW_$5 zIo!!xprbX7$@=T#s_iLUt7hfR%Z)qflKyGN#z`}8tyOTazyIAxl#AK)hfV;qb^F{S zE3K@HJFiap;U{4JLey`&S-`pML$UlVbK6y-6In|i&IqjZbgwRsy*_W1WLe|qsPfyw zvrXT-E%hs3@;6KU55qIN#QUD{^}Nwhix#OCU6QnU8)BDSvh1$X#n<6+QxnuTaIKEo z(#&`4>kF=xOg5~?yp+CoOzX3a*}kLp^uHa?s%NV|aTmI`ulVcK%a=OEbU!hazHjvZ zv!r8EgUrH{|E${U%mOd|xx4>Iw(#bRJrN#3rx)pMxHEJ648>%T*8FARY$?->vw0$| zS5@CiKk~rpe#xc7TYg7>{>1z5-ps0ZN~-f>UV1+Da+5sfefE9$=Kc2+PQQ&gbLF_! z+@%Py`KEA1W1f!4CEoR4k~9}@{uL&Hr964=F0Gl3KmgVuGjbyyi>0QZwG0I!-LT zy7`V+Oyc{@{8OIqiJA>4-nwRSn+;Dn(;XSZZ|35Axn)jR9k=Aq483@1<(`%= zN3QRC(8cY1#3rZc?(6e~iqDdMs;lmfT*&hG+npXs?q{pFJz4i*$CHg>y&Yy|yDw-h zyxFa)weq0wXU~n{?<5&F7e?xA30>s1$+jV^ZuuttZ+&;T&b<9pFW9gyev0o&n>Fk2 zT>AL!*rm*UUT&>iu21?K4a@VBgzC4ie#7?Eihb|*ANt4Bnv(W3^EYg(&ij5-cxhBo zx(Z9$4(U_#^lrOdTlZYRDYE7Hn{Ud>$?MiQu;104b@pcaW1d4SzDbK!fQ3VGX6Rx{t$X~w(yp;p?#f#-`gc`eV#Z9 z?Bfk?Na9ls))c+6Mmxie*4cpe_41R`1S01 zp?>m*eoXl<6VK-b%TE7}`(5?lRqSuL)W^qDbJx~JC>1_!D-8&(ic??p%=qOD=ZlQ_ zDhp%3#O*r2?0#^0%=hezQB`v5S3F+iHI=DA?L%)bV;0|GtsU7PD^6XPdg-<0w(g1$ zbq%eR%MaNkPj%9NuH$0;hyCE@BjxTZ%zt}-H12OJ43e0ld81=jE6=u7S|O=Pp{dsn zcJ8wI+|$$7qU`y1@dL%xQFlIze4pA;a8RJQKR?^? z-GZeVN1Ej4U-z_=Zk=(g--Pw?biaE|y9xy#k4;hzSXrI?vAdyk!!4=KV-5$3B8|4K`*nhSS_uE_FZ~(e&*w!v zFnue`@pyS4)4H;h=l)#56JsC$_;lk!jgU{M>p!_C!l%?UzAIeTan?s!442!xRBcDR=v0qgy0FGLr_8J~FJ?6U=&OrAb0f5>`GeiM zBHkrCSoGryB@zm%Uu^lY??6z8yN`izoPl`4$1S4L0-rD5{gSy|jX}5S*q^{en`0MN z?NJvrW2{luJ7D|e;E5mZzY+uUH%z{|fHmpMvGc-I+ zrwfP#9*bK)b>h7g7m3fFt5l}%WvftJV;$lY*I&2slEs5bCjA!=bkAwKDS6ALWs~2s zImsK>-duI?txS8X@a#{H@w*$pEl^k{``CAOpS;f7fQM(byb~5rjB{k`7TTD9C}yqO z2lI%s)4E2{yr(r!%a}14FR06#88`iO`Gob))9QKK7iQNmbUiw;a9LHNepc_bGg+BM zk@L>2{J+tDoBgKljoUYee=3{PU-?2~qp-$gHOVbA#qabz`!~5VO`#^BP+&s#8|J-1 zmIZOsb@mlpDvF!RBw1z8x5%t(x~C#TR(aDwn?%-_iPfKG{qypW6EqeHW)C?Nx5&Du z`H(}~hRrrTP5&=4buo*bs=L$jTIFj4OVxU|Kd;%&$M7X(oG`oatL5kI59?*P9llJD zUwdzf=Go_t4*rI-?N8igSg_=qhVgTW05-X~9>QvT7IIJC?sY7?l*%Er{~hNG=C^AC zCnvV-Jn*dGo4ei4gtEzJul8L2xcS11y;I{RXe~M=*J`@5=%4(=s0pmz-ZDOug%~w= z*sOng)rHIX<(8;pbKgvT{$b<&H=E?7O??k~-J3Sm*TXGsW^6*e+K-9X8W=W-v9P7F z-u->m^j=+!_Xk^<)vIFJo2O0Q!QE+Rl(zT!Qp2W`j`wyRi`l>6{ZY$ZYdLeJyly|+ zt#8>~ciL!XxXi4ZIuDhl?IvGpm69#u2F?aVUG!uketdpOkdo4e=97JMjUN2nXtY3zTTVqyKv1}1R?yL|-S>+bSPL9@ zCOj#hzh<`SmwoLwj{f+1J3&@ub6nP*j(yck`(NDqsrqce|OP*{!6cRgitH{OAQ+=kZY+020XY!W_o{3lP z@GaW)kxgkb|GE?Gchy$CV%xAcr9P)xqEF;t&(anyIsGbSbI$F~$8MgPaMfjk^NJvO z{ylR;ZcB;WOPuClaVIdWB5r4~P1hN_kH6LP5)_)(!xiIs^Sf}8ypSp*) zY(uxa@O0W)#C++za!AY4&c};(KKb+6L)R{*`9Su?%f1sBmt6>(5T9>abnF7h4Iw@8 zf^|-h>|2a4vwbsW=#*Hoa$>AupfTgSC$=-$k8S_VfBwmWKTmZm{s%2@h{&B6tvY?l z-KR;ccNa)qz0US3Q?s@;nL$E8B z5ufhAsp;#g@&Z@a$&1W%1Rg(mq9tw#1`uS&TXEnQgTjVt3qu`9Q?^wzXT{^$+TI(~-1EJap7msRMWqx&kr;*FO zeb4EbYie%mlisY^c(^7kQp2U?%*?WT362Nqwuqj6ckvlB`#xXJnZLEp^J?;09bXWA z(P@wHRB^9P#$A)IcCLNupXvULwQaV}@s&FnCQRJ5Xz`5)4K2}nr+(b;nBVD;DmH!Y z+Oi&L-~8n0AK{xHr4@Qk|DX5t0bAG+$2E7X+mu-+n>Ekxtqv;OmRortmG48{tH~ar z>>K==UKQk8JoC0zerI~fGhk!EajbKhQ~Pddqn{z~-Kg7YU2W?h>Rvz_IT z%c*&++$O4L`96GfJ@Ed|-Kk42s_ESk;yT|q$79OIPd(L2&mL-)zFBqQczEXOByGW2 z3U5sK*0H?jzEmbAqhq^bqVhJOPg6s-6@NPC@^pif+`kVzPgUMtXh^Qlj4iicdwb2F zhAs9L)}b254;|W2&b>5;{Z88J>hgI)q0y{|e%Y^g5R>MqD!O7aEAoiBp+lsrWchp7 zHGKEh2nIaZlsfI9>m(=9$2F1MxsUVa?fW?4Ayk7Yp0CdE4QO z!A}eGJ{#{k@N~=R=o=duTMu>aoM_qeMaSykoSg+-^P&=+IPTutz;&Q9r(n&MW;Msf zCa)VOoT^B@dQWE4>rZDxPC?Q`TOE4n@vJ~ zFXEq^5w>gEj-7Y@lup?zc_UZtuHJ%u>T{M0y;v(DwctEU#(}$s?&t`VCkvhVJz@K4 z{}XZYb6(}_*)I5M^=ZM@-SK)|`Q>+ot+n}I{3~lb^kIXH-R#=x$wH5wYA=j4P!P3i zdw%=ErzbB{n510}tO$|@NTWi{HnKdy3`ksLyUYC)vKFI9Cn`)%u<|=(Ee*&F0beUFu0P zdTWZlT4i~Z|7JQTyEX7t%c&}2Iwf#w787Cag{Tieq z@laW0r_dg^&h7zvj4=!b{;7E>|X>So|XL!Jd#+ai8iYDlYsoC192J+2TnYL93T;)7-tnz)sz$*C1zbac0Oy)JmcG^%q%CIyt?$pv+PZ7 zsVn$Hzpjq_ep@c`q^Chz_Q%!Fc`R#pwQ$89^0S&Na;taWpNxIkp0bBcoLBW6;7Dzn zkj1)mo5&^4#YbQIPnj4i9T4U!_gOWaJM;GPkIS?!ebosR2s4k{&7;qfx_dH$yPiFhT6om+)XBR>8)QMRe!)Raw6Hgq%Wdm#7s?!q7QI#}OUaHgMn z68iPb)8JLBH`wbPZd-1-B=o0gM^B{iyQIBV)_!TrmPlXN^dma(K(yocM{=RgCKfF3 zCa|qIkY87_%6nb7iFE4LH#+Q*&+ViBKHt2sYN2w_X5Bl<*CsRH-TJoupk4clrDr2v z&0yHbxvD7M@ZXyQ2mW1+a=r5FiTR8lj4|m7##`r=P8BKOGd$g7FKHG3s9aV5g-%cP zQPn!bOAmreG7Q;&Zc|y$xA@ii`}aPGx;{*Kw42*7N+dlpblWS{GmZ z@#I5wt3Ca5JOAZ5nEUSG*qB{>cKQ^r9*tk|LT4P7p7~qYZz?5mKkHfPA&KqmdV&4t zDw)=${#29BS~YJ$X^!@5A!^-m>{ZdUUPqpht-Z<4G9-O&X`B10_e@ggbsf`=* z7pYy}SM=bcaN-1G?d?gm z*Ct!(f4RO|-*nTe>t8?A|Fn3l$?P@#_FRwnIi{C6CDXlM9IlAtcRN}df6e#J>wnj$ zDY_o-7Avbg+Q0Q=MzhoLOKEFMzHKq>dTl%{(!ZKvzu4wdR_|9wE=_lq_1>+@V586@ z#y_E9%TAqdssC0-_+8y`Odv~Ee(i)^2krO$6Y*^D(Rpyyh&TGq&4s_bl=)K1Oa7S@ z1TM&5;lJ|MxkqPm)vBgX+n0Rx51V}&Q|7-9Y?61vyl#5b)k(JtmATidn$w$<*|xq=VUD@`h2x< z<+<=@sd-=`CbI+3zS-93oE@duW^Z%R(f+;{Kx;DUAZ$Zh-lPxs=g6jD8%!b zPed=gbN;DM`7g~5*jlleyDPmdY@hvfo!Oan^>11Z_j=vn|7OF_`HSmP->G+k^HSX% z*WE~ZFCf)-Q&Uj)e$L_YgnJjlOmB7moO|!Z2I=Qt6^$?c*zfn!Nzu2QA>t-!`bK7aPtUpoH^&9V;xc{>K?Yu7^j5fVyTQuiU)YhN=dzW6^$83LD z=A@0D(CvL!L$@dKc~4omz_ZxWll6h%GySdh-_kq}eSXj@uri}KT&G_2z@w`wb2r>c zab{O;zv`yg&O6U&ZTZK$xgXCxvz_vC;hjk{`rdVM&HcgF7B{7*c3(w=$Wal`JHKYf zTDW)X?mAkk@cz)wJ`PddJnvaz`3k8EA3Hn_f4O6-$5V}i_HEv05`XNwueEEZ)_&7J zauXiTbP7K#Uu>1Gcf@o5fxCK5FMPSf+5R3Zc(~d%Ec2zs#0|ZSA&fkFekK}`PMeP! zXH2z!YBBf2?T9P?Ue$U3H@KL4{#``mMo!5^?-Jy<ejbl+(**XIH_K zwbSa?S~=HGDLllz{`kfqvE}vmR$Y5_Lug&X<_pay!hVT+X8kST5I*cFpZQ~Ps>3VI z*q^5^)mfZltJzujN?c&xx{s#eu8}(r3+R_@_Ly^F-&O$2rc$*lz_wrO(d2 zcZ4=ATwi$gQqisns>!U~+J(DkXwUj8%UHUg?~HT8%TgQ5-xAp?@6}c;zQv!AEb=Il z*NVxeZ`Bo6YZw2WYt}l6Od%FwWiMG>mQf3@1*vh^DV8n zt97(@mg?LzvxtZDM(Owd*>${PC6Q%2o_(6qqkrI%OkCT6b!wScrE0zSG+6BJSKq8p zTA|PI<>|iD@(vS@9tk?kmegwy+?-vZF)`!S@h`4+uO;?xnYv)*Rr&M&C!*NcZ*_9K zl2VvBl`WL5{?;6o=IgWhE=LRRe{w_F$5;2<2cF*(uih8`?(+A|HeaTfuk(J)mYXmo z!A}3I|8zz5S*G^(8{c!<+lH)&pYEt_t~%kG1;sjh@ztP{L z_P_Yx8Tl`lcDp-I-g4$2PxWU>t?nyQy?o1maP<3pl6=Zx=;3vBpSAGRgInyZ6a;r! z@CQaN`)Drwt2>)N)A?0$#MF#OPoC}FlwVu$$M4*<2LD?da=H(AT~2=(_we18sCCz3 zj?HfGKimA2jYT?q_iPKNJG{YZVUKnkQB6|o(r!L#@*?%t{Qt507*@D1@0>S#w^P;4 z)4^5pucwsn>PhBU{D^D)?^m~(%D40USpomAzrC1ZUX9-_79GMmJ-}U*&TR#?GS?vCnX?K!< z^XxNL=XI=1uUwokWs;$DVd$B!&!nEs47tM@x4?`mQG4&&qI0e}i}q{|64>1E*Xsg* z{t>Q!lGT^wcG=hk9WAz)_ryB;eqH>&_wr9B-=6tun{$=Tg}T6q4-;-r?sO0-bK-h_ z>w4j{>F)1*UYspz7tj+s$;P`$_E0cSRLj{bbEXv3YEG|urZDAbrG!NPl$nXV)_0H9 z9NxNZwrXF7(=WX{$(pbB*sMSQE%xOc*{{9+^Y*=A)^^dax0!f-hTxk=e9N8VnzNje zQ+OAAl1g4*rqA|a!fFN|8I9FhSIUhNe`oFbt*KJT>8O%vxc}?MJdUgQ<|M z?@;bc49;KBdCz9WA|V!Q+c1%8ohu7jf4WY~|2H*!-W9HA$@NqC`}u1(2Gj`MyyfAT zzAnMv>15r!&vK5rFXsAMvoy7I)NRO_%l1ad`QA?(6H%QqZyf{UBQp}?W?VfpEg-3b z`%L)W<^bNcJi!JWUv{+L{j_9OgArqGm&D5%@4hd18LxQCc=|or3XMAfUlv)e{>WE% z_1a$sk7X0@zWwyz`o#|mlb$@=XyQbS) z)+>vOSmJl2HTnj43A2CWEQ>VCs%%kZ6Jyn7ZYbEt?bdXqoqLh`+ojEySH15j-_h-q zU9;iJ-RrZsu1)jN|GztWs>#uyz3RoLo9u+=AML-+IXUfM@MYQTx%JmRe2#QXIHzLF z{58sSgLJ&buY+$nqFs!uZxnB4mn!|kuHu}rEurd6gwl^3g|N^weslF_xxeVJJrI7Q z)8k~(g$b|LP5bgX%`0BC@9eh2XM5BhOg8fWcvfN03g^j8mdBTFPid;znb~qU#--CPPc*3SY+jrv zdjWInoy9U!KfjiAo%4prb=Ah2EqC`zKK}UZpESSe50eYYipP3acm{na&U-swX3|6r zbpco3eQdWM|Ga9w|F`6(CD&)}-}>^R_q}zyCU2j%+l9II{mQLO+aA1SG}XHPvo^r$ zT-HZpC+%M)OZFaVO0&`5Hx{GJ25JJ~PZn5toy_o9b2Hmllo4|kh0-?~%xcyj(}$(7Y_ zop;;mN$8mN=n4sG^ zv(ROK`MJNuyJh=L+Oe=fC|NvJVfC$lPweB0)zwuJju`cyeYKv!@nuEVlh(vlyc@Lc z8~pT+T-9P9uzb_8opJvDPqNQ0nf=G~%wj{!+lk)=*WO>aE|70w(pBZ9`Kx#zKXF@_ zD|cC{$NJ?Yx2wTZR@v!z=G>jXY?|N7!l#T;x8hBV4y9*3xZ$^`+ata$Bge8Kh^MV^ z&#~MWx<^jwwyIq`#uXf>t-2%puP>*@$Cn2qhZ7dG(9ewMR3fsFj{VSifvxn zx4)+D6Uu}-nB^Vvi|=m#7~|L{7M%a$%>J(Q?_ZdGCao-0U8GpJoo83|em=JcCw6r+ zdd!Hs@|pd7AClZRJr>d1TU+I2XT!i{Do4Xcj9} zIQC=enm=E;H*}uk)ku)OGkNRQ-#^1{`G#Cgi|$)-*Z-%JgVe2)fs+oGC+bv({*YY0 zeo8yjw;8GP{^=zp*zRGt8-DTF!VFat?VWAHv*(LV{2OwmW@Av*?9#fw-w#N{W}bQX zOD%B9^@?=<1M+i9!xU5=NV~9M93R#zm&iQuogrZ1r=_~c#^4`+ z%#qxn`(IX1p7rs!T+DyQ)X)En*$Z>dMCG_%P}vfrRwrBfcJr%;O`Y!&Y)kb!*GUxE zyJh^H+Nu&@=)7R%79F!gUpAf3dDN@Em&dIg*OK;ro_$YC8>ch`x z^P?-vPRLFuoh}^3<@mFC&-_qRv-f9Q<-DAFgKfDsg&pa0XIm7jJ-gfc?#dq*XU3mb zx^B;)VC&1}^e4|+v2<r)nc>5QsaDjf}8TjR2d1A<|}FJ-)G0&-RYU;eA_R`W6oQVK5_25 zcE7ipYHjclE4sc$#uvfEdZuM3%wekreTW|f`Ui?T$am`h;^{-q{<<4a~Rye8pymIXowI@g1 zP8_x9zL4@=>xTL~*FW<)bZ!Vi8xX*iH_FUe$LY;dH?xlo$R`Usw-CW_}aLU_# zg~2iYCqWEsuOFux9{yagr|V}94|Ca$uUR%7hnntd*%lrP%siXF_3FkqCsX$slpRVv zI=#*L5L3o}(+?%WM>fn{abHJ9c;!Wg_tPGmOfP%*benZYpN1X#mad14H{GkEtWV@C zvszEAXqY88!_V$!Wqaq=e;=wlGBP`KW7_*pY&*H2DmSUnmfL)x>H32H?e~NvWGXq^ zGjE)C<*(SA`tRML>J6T$JMM;rl!&e7K5%9FwBI7DEFC)Sf?W2mxV=mDqVb&xKR)$! zD#_ApWXZ;C&Cp1}0 z?aPiUfw_x+D_1@WEGwTYyG6o)tLEeh`F2YU{ZnkajhHRkJ1Sz7CmJ~}ywrB=)|KB2 zXPjTp$b47ZE7y5yh0jctXN)WV`#z1}{_FDZPoie*p%&qc&(Jd zvgsTP%Gys6vsZtwx_Nt# z#1k=wmjcXxwyzI}toqx|>~!GhmhkVF>#D?C-lmnhd|JAB``Y%L{GHMpG>ocScGT;X zFx-q)%!>T*ZNj~YFOt<*-(GTF`Oly#+eb0!cUw?p+q(U0`+1*S6uNMBeNJvv%9AIr z6IPo{i?j>B^1J%X(&_JxF4R38w)OGJ4vyPK8ufD%ip_UF-L2598_ULMn7LA(S2gO# zywm&FtxUWpsd>57;o+ABu^x$SYXVL$QBtyTwEC#YwKA?+JdWYVy9KA)wrA%=8)$9b zxs$(NdTndqE!lf%g%|HSzG_<+QfaIH`bVIcVG!?i@zc{SrK}8P-<>k&y%}&nWCNF< zAe+q90#=5HVs+{a<=Ic5U6NV0ZR%(&7phCB38re?0ekuB?w)AFp&K zPTQa_?d*#+A3eKVt~$*0Je{a8XUFv@^F3R5%bw4A_1?qWb$M*=oY)5uD*QE-4GSHZ zjCz}nANYH5W4!0L%GLRNj5$AIt}dOSXY;%}lc+Dy~;YB$YTY8!pDZr6W4kw^o}OE33z z?9I<_7Jr^}!0U5TU0nIpGuhj+!|%yk>?@qSY^n0SO(74BWM2J~D70@Oj7?!orEEAQlNGutTi=ezPkqm<*HA4W;Vb5D@u_^{b& zMSsqYZ{3GFvjSB%g>f*--2ZYs=)~PLhDBGO_BkK;IajpqfT?q6eyPufV{Ck3=L04` zD0zJU%k4gi6B;MQvz+I0zC5{gIk^{ z_A1{ocXOY({@AXIUsf8}vqb4unCI_r`#Z6_uAalEWUg$Zu=|ebr*B;Oalq}$R<8b6 zmoj`TxaEGDDV**!G?}p2`pbG1v%Ki(!OGi%r&w*Y7u~zCC5K(<-O+s?#X3#)JxtCk zGMu5PxN@cF$#ehgZn`ht%&v92@Z5XlN8)~G{yhm``hVkqcA%lU@)w7f-R_dP{AMb* z7o7hv{jZeeOyPwyu3lHRnfJGIio@-l-xn~&@~KY$Xx2E}{ej2jRcu>}%~(5Dt69`t z)}QqvQqfG=R=_)H?zMJ-rLEf%m%siyzfr}CZ$r?^&#wa= zH%~vYS-dmwxIV}HNt=t8rtD!k{Oz=JR;YNEq>t}|a;|ercAA=Zd)$_H?6Yum)U_?I zoBhDO;f0;f(jTuTKk2FHDE~9r#?MyqMz^WHt;PY{-EYfw`^e|s{iPDIcYn!qH=WdW zaZ#HyuTPpS;OF~wu5;J)q{cL+$-EywPTFiK@opQ-L;ub1n~ax7y!5MkB&>X@IpXvT zzCBM2y-iH7bR&F1-tdp*T=k~< zYT><&e_zkiEco~?x8i^j``5K4sf;Upt?K-^!!|y;{VDEOq2jr1V%bvsW$X5qs2AFb zuj+R`z2Im|!TO8r@t^K%K3@`ZKkWak`N0czJ~ZNKRFCP}eeV1R?I%aYrrMl2nP?kj z6<*O8J6VJ=xIs~|=Geqvnm$_|&6sMgCNb^5|NQ;`HXM9&YBJw_548guztmWVX;+>z zVcL7W{ZO+{>*Ab=uU{UJ^WDs8HEj()lZ>P&*TXH67nB53FWdVYx6e%eHsg-&x5+P0 zWH2Q?x&Hk65Br1_2ZLm|KWsG42#5{dStrlwC@{OhTXxNdg;ROLANn{hT6B@^Z{r2) z`>)K;Sl^y%HPeF2eTm1kPo?urmT~JueN%QhHYLy^>+sTPE_{aJj*yDK;lJ9eZi4_+K&iyKe4fn_rP9 zbd)4L!rSW-_j$$NP%J@JoPDF} zbz5M}lC?L!^*ubYK7Z@pxRbhj@=veNe&|{p?7dq%XeVpp#e40$Tvu^eYjhnKOj{x~ z}O{z`1Ud zbcn-~*;PqG8%1he-nl)kx+m7)BfOyHUWUU?(}}I$OiCB;6igFRl$y-3M0@ul>&F4h z*3<}UN33z|v@9GoO<8Oaib%@nGU3f!^?XMzJ?0*9e*4^ndZlBf3 z&Z#>zZ?Vkwcqg-|HyBUPPyUh+%u^|tdWu13DKo3};@M(Bp*lT``#qea1s|L8U;2FU z!CrTs2Py4qOSa{7Tw3y9c)fpL|5BNki+*{|ycK#ncA?&ifW_*}K{ZMPQ;kE`9PP15xHq)(o4(s`@)*6A+) zcI7)N2d7onCoWkpbLq!qg|GIxu?-e3n^yjN(Jw16ky!bu_QEu!idk>UZ=IhbG(~xR z@Mm3H?_+OnoR~bFg`scH5A*5KDy3ZZMgJmq#%$Q^y{~2O2J`iNt6pYIS~EBQ>XXB| zdsYWE-~D3h`MP68Jp)ZCe+zql{nCJ|M7-DP0_Y} z@rJKdSrUxrTwf$K`E87B^_(G z?7M7kYizJ;_k=GC6Js~Ei2QuS^LTqDe|M_Xy6OGNO_v*bpQIgn=Mg76=|w^Ihsqh# zf>@sHk#d`I(D$$y$M^p~mUD_7XPe=&_@Da3sT((K-0H}w=Cf^q-kk19?Z+2=)lB$x zzdG|pV=P}&T0;4ko=?(IG6byMq@7lz%H`D7s(g_^gV}USaJGf1Do_Ea;Eg zdv=F{L#6)==6#Rj_4m0uo=RT^~2tImBFkq zKNH3WoJ@%(@l78R6K;AH|A<_$=WT?U?Yf1Bmrmf{r7#n%&l$v3Z?ec$YE z^X-}w^ZF7Ni>{VFd0FT8$A{B+_PPE$C%yUdL9v~+muiF~+XBu^Z`oNhzv;5Tg4(z?Nb@hn&DQD>Qb>-1apdY1-`D$Xg%im@b{&Y zD@?XzKiIJM#g(Our<5DAn)GB`{>e(;?=;zYGI5)B?xR)n?)V;*^Q7T9Csf2Xl_ zhRkG6UbfFiAC^yj5jHdX{;qu-pRTT05FWo+MuuaKRGD$MhnwtGDf8Q3&TZgI75ZdZ zo~xC4j_stO@WIz}1GdiA6rTC$n&{nVpFa^lbfWs&7%UUTpDbG1wen^d|B~(B?ATT2 znDgDZmT6OX<*Hcmse|7qYAoSotk}!tcTHH-t@g`1Yug`rGpcojizoXvObSs?@VY-Y zf@`1rnn%jI)-i`O=Nu@udQh47*Z;@1oQFQ{p3Teq&a8Q(x?Sd|`(vZ}Z;2kZkr@oS z`|jvWKEB*eWs9|cU!CpzSzBklsyjWwojXT*-|HpozaHKBCF5D{>4wVduj>`kSE$eQ z^Zvi^V9<{3trhPWr+n{^+}v>1BhTF(FFzoBK;gf9&9FD#eZ{LA3Gzayj8oto7~sSFj~Y7zT=B(v*7*ZVUl6<^I^ zRpJTUao*&{DgBpeKBe43pYuz8JnxrkUGS!#`D{fR^Oi-|xDN)N*Api)K9Oh;6Bf(`0wZButv?+iR%rLU8gN|7T^6WP_p_<>F?%j3)76Cf9VGg zX{ySlbsN5nd^4}$Z^1U@?hNkpfhTr2ZrR5DetC|ESXUUg!;Jpmgupo_$1YU|TV=UD zo_661$IXe|N10!XggPe5vG%=wwL9ZkdEj3?ah{7FYZA6rhsb8PK5}jo>uHopzwm5+ zZvK(^C+4Yf=35jUtFW&MwRYB;ZPkCm!$(nA|K*h%!9|XLYr1n?8Sb2p2oROOeZ=SF z)6Bz>CP7cqR`I-=yHlGnSI&T~C}Yz5jbEA8T$*upm4)ca;?!`1)&5VbesfIM*wzv% zvn$5Oa`(>lYwDekU7fs0XZfjn57_RV^EaFN^0D}r27Ad#ljrQQZ9dPYC49U*t|Xah z<7xdS;qQH zid-^VI&8H?^~7@>`fnSbo068sYIe%4uA(~O*M?Kg0(s&A3-4<8B%jE9m3_7B?=+tW zH!Ck>u3YDO@%b~MxwC?Ng{l<{XB@s+uTYw>tBd=XZnsicgPz zxN>ZBg->{pWb^KaYmd2=ZXJa61A!J5Yw|@CsUJk;n&x6eZH9e*5TTT-#OFS*F6oH=ADo- z<9*J9!w+L@P8^ZC5Vb)!^56G=VcadJ7S{Ql4eq*~6IOmU^RM92qb=XRu9AM$HhsU* z8y}V8mV|#b>D(97Ox+&)+RxoIvB_n7&zl|-+s{2g0IpuBU{IY04bdJ1%kDH5k zu$qz3eA$c!iK8#Jc-AaZiK~8^zA;pM(cg8iU(Bpn@8>IhW@U9t+Pe8$xjH1j>n@t~ z?Qg2bl#-PxV{RzLjQxqZjO8Lrwh8}{5U*|WPVY~ic-5ubMN z4G_$84>bIc&3SpHk+!(e(zNz0KNJ4v;*Fo3oqp##ou29;X8n)XB(SC|g(E!pj^@kj zvlvwC9nycG%i_F^hm2(G9NuH)3bHQ}2{?@h$uj{Wg z{xq&KY&_1`E%``D#eLVWic5QsX6$^_(XVUs+wjWTrox5&3gUTFtxl-$=D!xPUF+~p z%ryQc2rlAG?v%S^b6e>%$4(e*W< zoKbQ9={L8kK4MgcqTIe}}{k(lZq ztBMXV3$B0B_?6)p=k)hFueZI|e74SEcf^9{dJlHS+cGx3RJd-cp>arl`S(S!#yslw zeQg_TXS;qdEw^5${^#S-zn^&41O{Zy+%`4)XPT|c{_G+~u9{B|QYzOtT$~c~JnZEj zg{7JDmiunrnscg8_^#dE@A?OdXO@XERoyp?GDz~DyHI9I%VWj=lHQRONiWQ=AE|ng zE&NEX{;|^nYeP$)m_v6f``+4HUS_!1HL-k+>G8|lKekVpy77vK*kk|eSB^!?6tcVR znC#);(o=Xgx%K5yldos8LaKvfgU`l0r4;DO{A{=t_uTgRgXHEzA2L4e(!8f~Y}+b_ z2%S4Jjr9c;_o|h}t;5#k?b)!d?nVxy+8XxCSzGs*F{L~^_a!SQYL)#|S;@aeQmXqE z-x;s+_1Vs&u;SU}+h6p5`CLVtghg+Eu z&Wbed({Ns&)x- z-nnhXLb=r|)*TIhe>Qd-|JOOZN2b3y#l66idBLZzkqoNS>O!B_Z13Hsf1LAw`yWRy z)d+>lk2;rac_+6=p-pL#!_n3S42u>=&UZVx^yWp4tL%EF0Y`%mPP)G6$+5j{Pw#!0 zV7p3o_0eCORI}E$c(Z@C}0hvfQ$vFX;Aq+S4AI<9s^?kGYVezARnF9O; zCI>g$6udEe7{IhQcyWjS`!9mokF}GWb}TfjU${SZ#c!7z$wv|%N`DhLI^SZ;s)K)i zOJ3aWe>1G%P&m8JBmYMU_0jxIf0u4mG2~r7i_>~;Qc1R54tLy-O)?i&U3&L@mgkG@ zaTZNg-CiB*7qVZUwOP01NYvFy(u=bHs#@44_UAu}j{P*#^P2e2aQhz;v$lUW+?#TG zLY?o_YnRTQbPzj~)KaN-apAMLx;5snO#QYL-s`e`E;*Huw%W_|CIT-_umeVVxW3ZI?Ntkm=6+Af=tm(Na_pfCSbb1UmY z@472Bj^;8_wwBGDSN2X%H1$*A4BK~fz1&g0fW+rf6K6VoZ)`6Rp0R@X*4+v}av5PfFlp zq`}Q_+iMEd7k7ytE?u~0f(z3M6&*!O=fp>m>u1=#j6d`?)Au^z#WqtG+(* zKEK_udXx6$aKTBdPb!D?akAXF_qW4qb>sRMN-GtvbnN+k?AN>plQ%5?D4xH&@uq06 z&%<3cYtr*Ml`_AdnIY>`b2i%b?0kkp(=vC|8Qgo{%GszD*WHxWF0@K!W5~2Li;gMI zQL0O4v^#M%UiEEq{rBbA8V%?DN+EBAbk#Z!h8)-@_xS!Jwc2i5zMZZ5 z<*8gw;$-i*t?ft8EqV2!HHRf+)%=8;|5S3{su!EuTv+grQ}l0Ekg)-?!t2_<4-Xv8 ztP}FDyFT?qiau*jC(BIJkE?$jkh-yC!taE0`;%Xo81vMIUvpp3WEmF4H^qA5BX6C9 zya}SWo0PVEUbVo+U$ymwe(fi(c+Hp34Q+BaOzZVuvTaWE;ex$ajcljb+PfWV*=JTD z6q#IY`^klMqq9iauP8s&KPh2_zn1A_EcVWeu$F%xp|9t^+Ru8yrguro2Y%^ax)#Lo zae*n@{To|yJ}!T;JxY!_)LPYIL6~cM7r(UcnrE8@XIj7Q}!_K183o_R4(a!E4u&S2laO{p4=i{W4{_W0R^^yD0jWNh_9L z@IAZWUy;(aRKrt0ugpw{@$zc3s5<%hsJ)b>gQv&&8~NO5LBjHDk6NvI;%O{7mMJheqBdsmh+I%U8S9 zvd&l88(^cnV@~(!f0L!sm&7KmIHa-v=ch#`zyCkIa^~wD5jHN5Pt_mUH+UT86_ZOA z^z`v<(ve$XU;SnqzccGj@nxU-t}J8zW#{P=}zU3(rdSp zUq&K}B5o}b={Il{X)-%tBln=_lhFdnxhmqjR$h<}jkwFXkY$~W^Xzl`7DQCCPPpKi zkoI~0-yIzW8F%bm{5uU_Dwi@p{Oo6PPlNH$#u>%)cq6v){h&I z40{Z||CCJCZJNaBDDPkv?XjgN;J1aX{Dtxo=FPs^!A%`LG0orlxmb&%lJ+U@FgUBc zoYQdaOn%dwZvUp;z4uw=kHSy4rRSe@Tj|}4R&@$A)eGNk|F?##$9|__2|Gjnr`O!4 ztRiH8>ojv8H99iu-tN;b^(q%4RwO%yN?cMnFuTF+`iU=Lb`8^ZF1X&(@bASF$7be7 zEN^2bK2rDGb7RJo!}3-oC&l;tI(jQa^_EUTO$PhHJhkbmu62`>>Yq(xkl=o*e{!49 z3j-tN%Pju=wR3NNPvDzw(awJWI>n-+@qFRm}Dfd%*(ypz% zm)rj_;gFKsq+ia_Q&hzNb3L8%X5VjvtzPv?pDM)luWqtPm!JH-p=?U{eMzg%Z?%kR zu6J)It7+`9m6`OU^u9&Vjt_q`cIMraGF>Dy`vK3^7>*~=%efeyJ+hOMdw2df~ltx^4Dso9`^meVMm~^(Bdmzs!XDWJC^O0?|xS8{zT+^sE|s% zq^x3iO@x+PMuilwLaljQq}rDUTibOL1iOvGq#Zv`h`aZsJMu)pg8F$YE((^h&oFrte-8%EM=F zc9>8wcZC*j-2~=oXMgHz2W`1`ank(c-Y}ab#%JvBv1Pf}9Xj`R@!=Wjcf3Mw-$-n6 z(%ZYpe&(C1*DG%;9o*^BEN%5&a=Y%NqqkYq=iho0C?37_Z2J8!i(6fGwTq|o|9n2{ z??12KXZzZ^bB?y`{kVJf!rQ-tJR(y)7?&A7G7+xjDW5L5ZHXeE+$KKP7qx12U*5Ne z+<5!wmu}Mk(zKK$?{|N)of7oFFNdZPeRi!PpW!&u#IAkCsxKx1IZ^w5VWh zo9**e)>rcHJ>Tt{Cnx!J)5iJnCqqqsWywA|vU%61-?OA{hMbg|V$FGIL-Daoto_n8 z`|H%&5?4)q_98>?gsFx1uB`ZqV=sQ$IGCutpLNbRB;)x((-Y1}rao|K z(5Mal`KTgac*65r*3XZ!hTLaayX^FZpZ6NhYsvh~oU{3h9*@emls^qYS5NSP^ETy%aQd7gR0-6>~S6867wbc%>ess8$)pDS?68IFaM_c(B>>{w%||3~fL zxjjr5&w9pi^2m66l~m2n;uM&FEM?x;?2o&3UH@)1nA0nIMRK3;>O;BnJMw3w^DfEV zcw^7(3j#*J-+FS-O4yP4WkbpKy#=Ai?!ELqw_#|#=^fRQ0sP{{I;5hSH-1#l@DH(?386`=E?tNb8r)%@520TrGVbG-aF*-zIZmD5*j&iBUyPHLn>R=&s(#)Ab9&CQMlDduPs4`AFR*&+TT&cDIyO zEPt~4z|q=M#s`$mx16?Icj(=V^O=w39vl`3y?MpzbaYq9;W=H^%LGr)diFu}ZH_?* z@1IYTqNZs*_|+Zj+N-)gD<<1aXGeoTOE7<_*4>Wlc5=ZH+YVg!_Hp6d{O8ZEekbEv z-L<}#uNuX_TkXm*^KtJ~YqoOhG~bV(HnyF)9blvx=^*0a|5c|caec!{#i`BD7teH1 zOA88fIADEM@T-&bMqS&m=VyYp?(!FL;$FRZrrc5M&}DK=wbFL|RdZY|rDA`-$}kXK z6twr=Ee;6|Ia>WXb@^WgfzKV^Gu(#iEZMUMV{O96(7tD-z-}vlgW~s_w#^H+1z>iw;bYV;7?m; z>b4_L+UZ17jjch<>D5zPU1x1xmQ<$0yK3PQt2xELa`sE)7nBrdEaZB)QGNTqElvW) zRmvx4sVzI@diy3|pihA@F zYJ7~@J|AQ=pHO*Wx7U?Rmj!y;5H&gH&lT>rV?@mGb8A)eyzJx z{kpgzWd^^JQhv)PfhTFZTI?t8u9+;L_Wt;PrRAO0aZ)yhsYUbuC+uC+zl3v@((>D3 zfu1$(Ul&I#eRuKwuNTMHSM&KuU)=MnRwc{;6k0}3+za}7ZH`+$imYFAVArIpr(Zn=^^Se7UH6ET` zdu(A@(zlahYa6GCR%l(45A1)t&gQKP=hEY*QywmSWFa`kSxwBTTB`Obztw`HIT6*9 z-s^`Q&^~$nVE3x9dY0NVMLppq>3??KS>~zmH1g7%m%&^51?NrNzf89HLvd?M^l2L= z;jWq6O`erEq@HlxEtchd{kl)w!!z0fjgxt*oAxcgr19_gKb9*${;3ITsc`nD(vn0|&(Bm3 zxUHTvamzVwHc@_FC!txhbskQ7GV9VSubb@amP9_-!>Q8Hb#`gN&yCMyHdx;jkN2Nf z?X$*q{tKZp?)T?2rt;s|n5FdIi91-mVajajZKqr8<{Io_@x1P9_)|(m{+;PBPut4^ zn^wiHk@`J9pmF-Yo+@wO2b$-$cjs%yvdrOo-n8(+vFW`B+0KVDefGJbklOO#v|_PJ z$<3Nzn;>P2nfqRzQc7vyz8Kpo(H2&;h1YQvqjk7Wc1-N#C_c9tDWR9%Fz&tP#%jNP z;^wT&n$^pyOI>E)mR6QCxoB3l%j=Fqr~RoaS+n}7kMuWl%iL)3JX$h|ecNTxG;N19 z+pHRF?mRiWPwSpTWODKkR>4Oi>Kcmn%cK@p6xeDa>_VM4*Qw1uj=4ss0l%5#18`&WA%JhcCS!i1jK zASRXBhdQ=ayFQ(}*1>wm$z1u_ccnik-c?yr63sku(xs9;LN4rhuS#Ljh>R66G+JgW5q9=@k}#u^;j)-?b-~ri{4ZR)=j**bn53|8tzU2Xp3Ep7 z|7-k)ou>Sg6DB-eANG=~*vCB9W#WBT$veFs@4vblUbA=F)i_!H@*34&m+wYzxmahw z@L_>$--77lCg(hF#WJp9sd#X4?v3Z~HUw;+(dz%BzO?$q>5em;VtF^M=GUex+Ly4& z7BT4Z&kujjbi-Kqgq_gS{^ny0m)I`2>=(-C&ytw?ZMKm@->^YME>N!9u|w)0jP8ZwojSlae$y&$e#I ziQ=gC{sU(XoUZ9D{qy9^>8X;o&34sH6C`$3oaemLe@<$S{_B4^ClYSQ>|D5oNvfe- z#Z@+>G*eb%Yt=9PuPh8Z>wb9c%%3c>G~rmKutz=f$=RO;=JwAkd!Zk_eEyb<5U#Hr zYTGXS-g(T(Oa04ClNm8rHE-q|U$tSI;Le>ZlbT#-o_$?)jmP1$x~zi3^t0uQm`h{M zudT6Jn;ZA?CAV{%Oxs>1opy#t*9zAptT}zVTlMr=zkNM-W1OsJ3uK;S`os5XsrBUc z28qAvYd_DuBK+l*`WOGUpIX~m>LoRIYF4_x{QLY&^5Y{;u5wb`3P$&Hu5da&IU_M` zb+Og9j~22V+)A6c8)k6+>tJ{GeVW5qli#}h>p`YXmUko-+2?9(@NQV>A7914^hR>n zpWq2odds|>^3u|lZ+_#sY~EvD*_*%G+Z?{7=f1tum3nfiU7OT~X0)SKWVYK5a`_v_j{l#;vx`ljbvs`9#!RH1N*1=sNP-h3!kynZL_g1EU;U zueIzyr(`gH(`A(mF&-8RsWumbUgsC0rk#fbPponNI*TtP@19dt+Y#lZjn$v|U$A6` zzq{TlXK}OW$l1PcQ+LHl)(Dwb9-rP&;u`TiUDolvPUw{mGU|Jj8tDb`A=T6r(EipN_OaeXV#KCn;iAdF)d!VeIAdsQI<^SlFn&m zRmsbqsDGHSTs`SxtBsK7uS)CquFm7<1q9p$&ug{&@;BbQ9hx1^b@cZHKT*x1;N35l zoSVyaUo7N$%#wwZE}lH)Wp?&jXxP!V-ZIV3h0Vu=4&OR=`snh8-5*Ni+E1m3PFcR# zvUXG6`sek>>#s~s*_3%qtII$4or>_>I-c~dGmHvX_4Y7t`R1hGw$tAycFAm&!;??s zBxYLeRx|d|)L-^{-dU}Z?R;U=j|Ka!VNaT{tk0oM|K9Q#mfu^ILcYi|Ec@^xFXN5V zbML*fdp7cY7PdFr`Niq`ylrb=TW^nku=iS1Qtzivyu8=`E!dEIrA;AH%;wnEw{@*f zS8ux8RO`*XvbyT6t-v{#=~J#;c>ii~M%M=x-Xin)H9L-(JlX74kYt)Y_l!|a@an!V z3Gs*K9$fN!eN{zM>Txt3N-ZrtXdeE$B=a>XR`=S3>#-*48A-SkfG_(8@))0Ck!!xhnsM$Ji*QAro3wr~?IgD?vb!vJxY3I_?jy*=- zHr1?M^kD5I)nyqU<916u7T;C1#o_OZ!0iHD&lG>Yv~So`+9seT(Dm!>*)`MsqUTi| zjM}vPg`xhlwm?kaJV$?{_xwkOO)^gR8 z|JB;n3h}xQN)j)n9xA{1Z8~{Y!21_mjeZvV)@3t$9%Xz z^KL%>ShXuPRE$Ewg4uC(P<*FwEI>*omDrs5ooc`{(CO=h8`wFggltr((mb@jnK*0H=aYV0rti6uY1=$mY|BdV>N(ZUIf_~Pbc?wkzMXcB zb=Ks|I~!LVcv4XQqBqIQ_}#^p%FELQRMyXYxF)dbr(5pa{k1i3eS#1fLC1 zli&Z`M8W6F&$?AN|E!hiNWC<(aQDBRKPM$i?ewv$<(s8`DF40kj;jr;nyMbL#9VlG zz+;uK;nh|Dl4d+h-kH+2C)naeQ?1XMq@-%e4R?eBEw$r6etv&9_=Bg%_VC`55?Xm| zNs{{tx3X`^Rk`|b@xi&5ch35|Xw&At=1!S=n=AOZPbP;tUb>R@;?q72PL2~<#=B=U zTrIBO#^q|VD_`_9tDaw)v-z|``}`IN*Zcg?5aV)8{A11c;J0YjEB|T#JK~yr#U6es zj?XIFbhU8N($u4^l`Q+X3fx#^4enRlaTrcaUE6)x&wFE^$<3*+Szmh}eST|-PIJ=c zkSCoLx$ASnzn_z0optbfua6Y}Y0I0ZA6jc4P7!@+`L``zqsqymkG32<%Po5& zFXL3ZW*GY%>w`C3 zz0g(Y+M{_mll8`)gNGC4sxG@Qy%KR)sDAkHzNO+HH{QOh!T0#%jjK`VJ0b(5Uu~OT zS78!)_^ti!kbI5#)2p7|2z0bO(*9(^{?vW?q2?WSHovrG3zn>3xvL)XR? z0T4X~oCcFW(;LbIw(EbF5lus#Lr=xX8wI!pteVllCrqp8mO+lV2t$ zbeDZ!zPv##|8M4-ecreF;-(k*PhZBQeR(i z#Z^_S+Fo!UWbqeca5r`{TXZd3?&6bEO#4-om=3-*xf33f8NDb|OH28D%Di(kT@Ne~ z_NzK_XnotikSX5+pZR>z?y;(<&eG2g-E#Dz+ZnI#J8#s#iSnAcH!qXrQrh&`NHvw( z!Yh9h|C+pd*2WR=uyg5`B-6h}Gu|2WKXGnZ@+zcnv3UD;3188V|D1mBcQJ2vEWM_> z%7=B&mZ_UJt`GHH75J)gN#p$5vkC9h{=L`T;mY`ZZ}*PMGM}a;OagOQd*fN|YtOxU zZ_oSleV*p~lzA-m*}i2LNU6#s8Jh@(dYx|9m|k~eBFDi+VwGdMZ&@K@&1}){ zb^C|Ux`{XPU;o;&Pb0#Lp>>i%sf4M!qo77aw;jLv_1_%d7k~8K!xUII^ZV&T^UOqA zrY4o_3NwFhA{_B)|I|FoCbbv0(pMV@oj>6z>c?DOdfOl^{MRwP?MGd%g>(jnTjk%n z$8&jNwdk*7PODT->L{elJ|m;s7QVp$=B@|Xv2%W%;aS#Ta-g}yNBBnEJ^3YDPkfu} z{4|B9Qq58J*UmkHN?P@iBHq^@yKO(ZLFHy!S&!*r6XQyW$M&Di(*;g1JHER0^3ew& zCo*#8DjQy2X7I-8{<)>KzH<^S)PgkXb7y{>->~fa&biJW4=$LkU(g`BUGh@pM-StQ z?G{rP-Z|%W$t+&iy8C_bO^pZtpIUEe4BlgWX5-xZ&yLMm`*rgo!wui>o_IAaKje|k zdS%_7a}&>;s;OLB>!@1zs9IOy(A;_MS(273UhQL?+&%qFbazk7^^+|(U1qvCYX!d( zJTCn9^UZh99E2Et)vlYkVo6_o%ulb&9B!JW`92OR91-`t7W3A7wEFCvQ?uemt>^tW zte4xjpKX3%;Y#sZ#%z!v(wMG zWvQCac8Bgd{O?fA1fM?{Zckl3+->CPdF9E@9SujA#o3&%bsaUx zu3tXESl#Kb_5J36)0ZmUQhI(h+cuwR@!WAWL&x`4`QPB)ERTbs)jX-PGNt!k1xbE= zKl4TOU2A*(+jqVcOkq7!$v(4Za@e%6J$qb_fBVDHcm3+8_~UVk3HMG)uXrf<;alSE z?t3=#eCK;IPD?0l`}BS7cfF5y>~@q&E)!w+CF_4oS?sLmQiesZPhDs?+a_x26B}yT zI@88x`y}T1Rhu2-dY*-B|9QeD;DXb|4__U2ScT;_*qr^O>(qKOF7BWCRnzMSLNA^E zV|m1T#);n%5;CSYmQK_v;#y&~WnvW1{2%Ws4orCX`MCSr%_d%FUSGM|htavGyg4mqSf?DpQ|LLRNd5gdF>tt zj`sXDB6St3VnnL_R1;Si<$5VAhOhMbbB0ywqKv4-)BoWDTG>nIq)6^IyxyvQ`CClt z)o%_eLB)&AcPZ+u;+*p{*z?fa>v_g$yNW(NatPU`*_qe4PV&hTX+Dd-9Q|i=VlS*qaIihb9_D!I*`rNs-W|{J zGOx1Bku=dtOf_}MUBlt^^A4w^jPO&D0RDQTJ9@$Sc6nSSx8@}4E!uqNTus5EgO?~H>`(u+`MBoQ@n!h!zKqc*`?*LdR6pJu^NB=G=1sv z@Ar?ktC}7$2`XIb5}-_8K%dRbR(US9+A%3Jr zA#mwz+t_z(MTaeWU)jBm*qirJ;u`C-m)=*?s#obb_DQa3wA|-*)i1-gruKEkixrRS zcdwtz{wd_pM$cef&i`Ld{O)-DN^e&EQgb+wxY)dOZNTlo)1~`Mep>9m>?XB_OX7KGX*u)46LOwrt`3=t<{Wl@x-M|i zGRaC6rV>jX*H9(j>EC8aJWjgqEUfu+%DX+gq?c|BzvgjH#ru`{`4aQvadRdnq?Yhj z+)0*re)a1MujC1LN;JjZOy&BmYQ4!e{JrV{Pq*v^g&!Sa56(P(c~0PoT$!j_<;(`T zEN(l0%~qd1CB|F0gE=;0op)%1|4q|b{`pmhn7Jgozq9|F=@)H&_4ovvW6jg%2Jlxt zI9no9_O<pBpV$e!I+@yq5i?}*oh?Dis=hxpZ7VjU6b+q*RQ(O zPhFWZ^j}XoRon0U%wHp{CU@8M*`Kl_ggpyc6K2dx(ARljqHlbC*44<8e`UOLBjZ^m zatu17R-R=zbjQrSdZ~=lL*Yj@Dr(F>cBW68D=T+S_rMWfL6ZZQk6n(?u4?3U6EYUq z_Sqn8y^PI-?Y61we{4Lx&RJOP{>iE-`xwm}|NQQ@XE1tgU{E&y+Ob5j!h@$K?e|@G zr95Kq-@?rmvm)KxHvBbdzn*XOV&nPl>a+7Mi@%D6szi~@_bnhr%Q0lkf zGW*c}aqCpQ<=S&KZ8KWSLt9EsH<(}MV9DV79J?m%r{|J|XYv|8pS&ih-zV_v*b@bo z(2MUX4#aH~VCDNI{O4jxh(_ASh6{ypIls=lQ81n|t>gSw2VK?2m#g*^nG4O}XDyej zHQ>Km=61tJO6b^hr|?<64Se%=Eh}}s*niw%>$V4Z%~#A)rp$=QaZvpum&mvHJwxgA zB-PT~bx(fwf6d>bc_Vd>;gKD8OLT%xt*G--yvWC6I90+zf9W&ldomlgF5bBA`sd%8 zySLnF^He&KF7-fLu%Pgs59__1>6`&NUQOP*$#*!-J$K2JPp_>7}-YLvm&#r|K9e8}D`eN;rtF>Y$WPxHl*^X@n0 zeeLzmu3dLRy=}v%Gx9vmEkWJvmZ`SJ(=Rz1&CFp}KM|c}efP`X6pIjyH_ z_$7AN$w%c!mL%w5*huWBcn&@=VM^W@p3&lNN7US6f6dv){gt@YdXI(#~I@+(Wks-@>Q z{0Vxga=HKI*ZXI_G`6hfE^nOrJJ0i9nW#~cY{Qwg*LV0`vDsiRuC>{{@wLg5zmY_34= z&eOAYI5NMCs$*fzyS3%&RtBo<=?n-!FOEWog#kmAl^r&(|!kbUvSFe?VEFn4g%9L;J=ME5zx%f2y3^TTVylfFJwF>>c}QgX zy%)CKr`0qV?{@UwZ?7qv>awV7nvbtC#|;K!!`3-8`6)vADeby@GoA#nusfcCuK4$zDuj<8gUI(n&woIliuxH6aX2%o-{+C}Ta4h0% z6jo{GkP=zZXu! zhdAswbKmSxkYhZ*qL=a58kP;SV=VTop1U`B?@qW~+8@v{uWSCyXY>?1<+IIef*Ic^0je3_& z%DR%0tv*BBbWU7VF#on{D{s$-PviN#j8+Fv&)T^yYK~&S)Q|jyWl`TIF4qj=bz8zK z*mPp%|K1=khErLU#|3SZcUE1`kNjhraG=`Kw=?%w&87C7OmAbIxe*UH-xNM%aA(P> z@=rL~C(6$2v~bUonvH2X9qlKX!+rFh zcWE8lCGaqR!=L2nysrg&JnRY{FS*~+uw-_Xh}8eRYc?&5t_}^;wo_8G(9V7-`OjaE z?fRvc;_AK1@;`UUuG{v{@T>%b((Ks#QRq#2fitB6E;iPj@mQLl~*zwi=6}CwP1E+t(qBFkUdXF zX~X{d{UK|%#2CH#xT`N>$J?mt;^n1VZhn=LxjyUF<*;r0>iaZrxN*0zR<9G+_F(-} zZvSRxXXPu+<6=%l^`h1`^INaqD5||_;gj~$=E2#9x*LBhUuko!cyjL8=BU$#?29VT zNTl6fc0xj}&LG)8L-%ooOAixouJs+(m^FdRqNQ$g%Rh=(oBz7~G}Eo)3<|0<1y9Q> zo{sN4TKB3{_J2xs)zb*wY44xh&&j)UE4)+6>p92in6+Tz^C!)e_CPRncErx)ML9b=OI z@~cnmHO9F2;(|Ahd-L!ws0q|CyLx@vwp-z$-}G%~ep8Np_3Ca>;myE99`_IaPx$uP zNcMtq@hryPRk^SBx|aW+c>aE)tX_?k=lxjrr(O0%+)a;Ee>S9tO1H^X3b%i(mXOo& zk!+vT^I}5vpKmueO}@cCiH9nWz~FqVjq59%)Y*B?)Jmy&%WK~psm5b_r0#a-ti-I3jh1b@8LUe zXqNn{X10=o8T_ng6+WD(T3F669`^I{l{-sUv02Z}Y2>L(bGOWU>UH+>mC4&*ZV~^H z5Hul5;a)}H)Od!36A@y^=kL4ukG(4-vLyYLmey+4?4}d5`fK;Db=LWm7gO*pP%K4i z#!(*O_pIzC+E49&KbO9KDs-B7+kPf~Ri!_VHtzfTo8@G?P>QI%#gFs<=34IEa%-M% zZT{g7>BZ{pv+S-d5-K)$_snx)X~A@lhzIr$@9muV^2YX;hX2^D%-XBe`D$4zJ@a|p zzUyD!yuIOx>|VEXH}-@q-D|%teZi(YH%^0F*IefRWLpsU^W7oW?{bPcuQnes>01|T zs@}=HCt}aJQ$@9(dz%)PO`hi!kZ!-p?d<>K%U}Ii?*EGKkmMOAnFh%h--QpoUg5Rv z;iE-&86M{_6f?il<65rU{_e)(&#X$EEawjWd^G9%izySDvKg58Zcn_z_J@7Pk@c_G zQ?7^oG`KvEJ@YR`jwl^S^F%j9XqB@et)mUsc43t;0MVGhaXr-9<7k6o$_hrfrA$o zt1ED<)qAvV*K)zqpgw7Rjs_R`dS3&F8g83;dway5Fjwq5w6gZ%smi0OnHw7ZtbPz` zm3+Ibv-mH!{jRRPQ|1Jm5GhVsId!$p-P0P*ORu=g=P2HJ$k$c%_h65j{F`?hzvUj7dW(gictEgCzX;>>*J#CO&2|oRW%WsOtH&$96fO@y)E^{^RmfDypA>c{mVCcl>CKp&+D(O%}aI~vMMOBBsdsZ zJ&ZUOVO@1@cXIl^iUX?uO9SkWE#0MBcOswD)?lyD{lt(o-jLcS@6Mvi}eo6LakY%=Q4?~H}mb2yj*X$5;z+ZPM$a=4nKk@~aDw&OMoH?B$|AOXWP3!ud>X1XUes*;-hCD z+o5?LR+7hP$JblO9WC2x0!yasGMH3vBAFDja#=&uz0OHH(yIkBw}sq2 zpw?o+b-BjD;Lz$fv9U)ZpL?EBy*a!5+>WHReGl&Lx~zPQZA$hGPUpi1{r5ILUS9um zy?3?8;xyICe{Vi1<6oAQyEgWD#Vwb$d+N>@9k`VH-7be$bc^aK;d!T9>#p*yV5z^i zeJ`zSXQCX8Oj36~(6?9k@Zyibaic{tQ#Z0Y@Q5y-^v8GES--?hNrzu4xj)gL zyW-#@6D`@@4)GO>^)6>?dg#ykqh3-np-^4mXKU|1v3}=EdXKXAgHy ztG;sDSX=dxX!7wDp-PSiJC0plZ1TrLYv-gQvEM4yid;%bJohGi{`C6nmjCk|RbD8} zR@$y#*~6~D#_*o;Yi{U~#Ub_QS2Vu=6Fv3CfvhG!=fjRa?L1?5e2%#OTwS+aynJe8 zx_ZJjj>T@i5FNs`p zm~mU~dOq{YFJG1S#u?sQ(Xw&zhg~UJ+gBGCT`-(&w$t7zBrLl>_o8Qv!m>GmEF2em zS518(-S6;NXWhqa7qj~lKT8ID-!#c%!QEi1rzvc2mo1ThDY35Vc=d;Q-hR_>=bAlf z^J?s45#76R1@pe%wI3rEKY3peH0=!Y!6QCcA|_iLQZ{M9i}(Qn5SuUBi**@NEJ9$dL{{f_-p?*|s}d4||- zs|e7orBlsuKK?F+g-^sHDNcWcGDLu^w67HQ2*d9?b|Jt4ok zqCTE&t8^;QK1ul3=xJ?Qzg#8H>SLL|%tDLEWg=l(+o$LjEi(N7wPH=;o5Oy5r+L#N z(|=kfsNX$lVg7VhXH`}2mzTe8DMYQUX<86$UwwJ+L{-m-KKaOdD}8VIPC0C8&T{dH z*;mDa=0)$W9C>EBdeRQPKxgkYnFl^(p0Q9;XT5plKO;|w*o@!bY*sSl9$orwEtf;I zF4LWTPZ^Y5G=t@KUtKxr-E@2Y_AX|rr*Cv(e=u|0@Qar_dRLR*X-4r9Dnr0G?b^}l zU$egdU((>CA12CpGU3@|*Efo%7Rw1%?MY!%yS98uiqb#>D!hraG2#)NiO^Q zFu6>LN5Ah}R@V7abN#5?gs%Nt8KoqAG$VYan^*ptVZ3VNx4MVD^OYUE>3wn0tR#nCcoo$q=3wo>cHeDU<1QS+47(r?vm8 zb~lSGa(Y^MR7O$t(&Jc-31!bC%q_}qJFWfYA7{L@p;yQ*siem7rnQ>-o)@mFCzj{L z9Jm*zlA0Z}MnPMrvwy>pyp!rB3>k}!W|!Q#^PIVl^FpY4!{g%%t%EzBx4I>MbDVf> zUXX+3x-A#h1xsycS=rbT6mT;6$~N&EFLv&~9OR+KHYbGR^@fW&i5F!QT^C&_%1O@& zbTjDT%Dmm}9p%p(a_j1LkB;Wno(X}Xk2abZ%)Fytb@F$*)~YCN-MQUY44GcsV*jxC zS3yYbvBw*druA3Pd%5j{_TKrQ&a|6Lv|0s(zw(~zCMP#t{qF5G@6LYIS zrFB}m+1?L6C3z>$T2pg|e`d3X*GB!o|1Zq%3M>ylxkq!g*sD8!uMajgE-F+GoOvK6 z@72D*merU0Cz(5EcAZ|pI6I1`udL?z(XG46*H3!4ja_t~;@ZTfiul4+yu}AIdV=rY zsN&F8|1G>iSm?8$`90T0Q@drC7W@~8`TS_joe4c>CrnN>xN;yxc-dy5z!}`~>)6#A ze?G{2b@LCie3Y2IDdRg?2RC)GfEdS&x6E~ohE+Pb?nx^dzJ20Ycq=|l%{~6}NA8~yXea!3LeIN72H*9 z=X^g(JJqDrsJ;-m*D{fB4GOS7=v>W-WGSJp8`4(=xyCOH!Nij2HolGZk_XrZ1}|dVgbhFSJ{Z zchi>5&-f4dF0{M1;BH{q`gJ;aO&%G3Rp4`{!!}PV@d!o)EHAw~#;N zR>E`3B|o&QmVDm&*@#otXoC&^sS>?IJO3Q(XX(RJ)gvv_zwLsyxHlSscalwSR~7@S5AY zhxA{(oSnD(=gJ2wCqB9sx3Bi=5BJQPzw6f|?>~Hu(WsD1?a&Lcg}+U2%?;S58h$>N z^(*6||LdM4+LY}+b}j$L&Ab0sZ2g~TE&cwtaZN&l^6k|x^)fw>nsT2?>qOwJ*|KiJw}1}nkR|t zxrDZv&(O}S(V1{%{r(lp=Iph$`kHIQKdGoAyq1rFHI4a@%dM9mYkwD&&RX!r#)<3Q z)BnEnx9Tj(O8(##wWlxsH_t)iYgsG1-*+A8-|zfPMr>xvoYh|LNq1yp=e0$Ki)%P4 z`NY~= zB;$1D;SR@_O*h?+u{>WT{o?X<$4d+| zWVcs#-ApiMx%6RQ4Zo+EOU|Frnyq{Gocp#TC(7gJL0!k?%cS1VT4X)BR9R`3{gww}l#Oy7F3vtYdzp3W%(KC-HeY`ra5ms*@f??|zCNz=D=L@H+5La>)s+X! zA6~s?ZMN=0i{$6NLXRhG^(hLU0=`Xrd{FS*x0bc1*H`!*d)5+@xVThs(I-VN21oBL zdddrDzLz*=e=$?Z-E;TYJBpttg`R2E7ZQO zncTd+FwsKIp2tz*j=%D$?+hkKn>kgw(V;eNWtbbbE#IJ-KD! z>cx3pTi;8G+D)unv!O_%jQ6kDtNouh^@bd6+ihnM^;1Ztz}vlY;XxmE|p?k@aJ8|Acna|ezS|3_AwpzCAVcrV5vzXtQzemfB6SD>^57#!e0}{(Sc2f;}hp9^=?l zBUoT8Tz6m{YfVthgi1Ww~Fm zmA-)DC*IZxnf)powsk-FA;!I8#!1!{%pc75G`ju1c4$V$=bbs1J~-_N^F3)(us;8c zhiU#zhig?EIvBOImzOX9HTxp#bfxTn)-nB$-?l|LJFBEJK?&}+%6ONTo;PF{HScFD5^J74`4T#kvh~liE%xl{a5Ty`&DoM;C8>UILy?30Odbw@gR;Oc z#!pjYrl@aHKX%`*k0~Zp<-o<$uObpoI?2qml=C_Hw0co!5);3E`R$WGnKo|-@NBxW z`|Y{J-WS~yWtPM}y`au?cz;-fg@TL#z&yN)B{KZ$-u;}!zAO2?#Z&NmFo_1n>!Ay-EA3oTpyi`hxW}Ov3 zF~%tA*s{W>c6$!qo0IeTa^0j#j#ZByH7WBvV>Og}%^@}GS=sJ2*DneDKOEU3IrSlP z*}9HdPLIxdKHB{}BFfNQIzau`?w2vZV5c z^-6&zAC4|O9lc32;kT5;!u@qEziV5%3r;W2dR;1=tfnEG^U$Ls^O>tiS;K}2owwo} zI%R!UYI_NvTe|YfhKLt=Cjb6glsaFDGL38qIP+V+j3K?e$c%aZGR6Cs`lV+G&ulJT zTDL2}bLz>it=idb&z^-_9r#$VFMxl(r|?JqqV=!J8Jh$-6h!ad zdFRR39L0yTBjRuGJl8WjWKqXG&tBF|C+idY?mnz7typ_~*O{ZGtNYif@`!xn)?4=P z?-R#q&-}NZ_t>;1Uhe3T6*7Ev%g>xyQOLU9|89Ygj?Ab07O}`S>qGNxUOMuAPv9(( z)b}{LLaMRuVE``|$58>rS8OWsh*kU+#6>$e+~EbwcHf{Iefy$#%BQz8=tp4 z+vM!MLOfrhx%)(J=LN>e8Cr3ooQGB_d76}V{rPt9PLO!)R>nWmX8tPU&cAoDzJ2%OgZ&|qh z+jRZ)*<6*r5sNgOdf&;uy{=ha```4U)5-Fk^LyrgxSe!t`=sa1fgY<=|8*7oo3rYl z_XX{%+Q+xMwBIz?X!So;*zm|F!6zd3_sq*@jhWo@x1jdKk$Br1N4K?~Jl{|neKThh z_x?!}U$HiwWSR8h+q%Apb2c1yeJu$m`hOd0=iYC5cD6{LF>XRoiuNt%lcp~YOm5qL z?@8sS02`yyV_rAHnV)q9)YK}!xw!R}fV$(U*?Pu8x`)*?Oh3M#m=nJDUqcY&^^(Q z(Q{r+d+|zRL+S*UbnZ*-o4%FJoH6;VR`#!)9#QU1-P`={`UU-7bL95MODjT-mDpUC z?78Gt{3t{F_FcP_{UL`phL$>YzNt@L{!}0%@Ws5?>iXb$t9D-3;(7Gd>v#w2G*9_u zzy7#=`o@;}CVAG>T>V;>voD38x-o=q^nJ=-v{|QCag#*^Pv<_rRmC#?=?C?XDs#VB zezRUtZ%ZS$vroZ2CvaUA84HhG)5T-HL)2bK9I6g5yoBvzgOG zx99ymxAeA@FmvZFw&xri^Myn2E^}o~(^K?WwOfZN`QUn%M@!{R4%_v}JIORJ>H0&l1&6s`I(@KBtF*DOx?ekS-=Z7a-<#SO ztyx%qUFl`b+>;iyy}(-MGfsrgij%Q}d>sTbA~#)hY|hbbXPn&nqyhjZEh)oV~HD z|4wOEHt(`^)0c2v`=)b&A%ZD0Y|V;li5Uyo71u7gDRAd*N#s2}DIJ+fr5~;DH2BQA zb>z_1$92{x<=w46{9^FrlodIsEyp9a^0mJw!-h1s_{@N%9P2kvS>lo)H|?jsp6i0( zgL5?)j#ip zU(2OL^at{CxW@>s*IxWF)>HOlY3j;docZ1lRQ0M(8BOc%lX_eki1E6SJr zIKH&Z+#e|xe&yohs~_6$UMpCi;E_?(xa!TnZ`MxgULFsw+%dCdpX{GeuDpcp`{#=D z9P2kd=~{hJr29)dU-*f*XN{BAt-fC4&Yp3SSuepSZ7~`iJGabHcNxm{pW; zA3vJb%lcuZriEIBTehq&tW}w9bT8D3Bgk4w%fj8POi1M!@8hi%D?N{& zKlPeHfKUD1!7C@O_Nn;J3sUU9_x`+@&f}hvUF-GEIn88jdr~6rqg$@9Un^Xm_uSW~ z;htU+Q(FUj1y;8*=Isb%DJx>jJ>1)JmvKU?W5LBI|M_S1dFb!wTwR|0!1LvowxG40 ze2H~T=dJxRx5OUYkfC-fh&OA)O-^U+)6Zl2+VVJGiP#sK_xdEbuvy)Tf{|bKf zII_I`^MWaxzvds2X!F=K{}+GKiDyP0j&gq-mx=_uDHKBJ#_7~A#&rN^j zpPBeyOsZS*wZF#qUu|=A@;1vkgp>)|GO*dDT`Kta=R-pISM$b7;a$mxAF8yzeq4U- z>D+lIzO&8PY+x;N-!t0SDub`FYl&aH@!juI+3oL6i7qaD$K9U(NWY>qA#bm;$$Nt= zKF;6zoQ0{|^M0Su%{j1P_2YIU@5dif)*mieX1INGY@9nwV0W?1^K-8xyizj`t#}=E zaKp)xY3-%SSL%j7OnMdw_shu zd+&If?vsz9FAAM^F6QSo@M71fEUgS!@?|o|$`cZXxt!Zu%XYU+U8nmP>MlM(We+*O-&22oeXN{rU}v$z@CaL+acIRD^=1CWU<_5zv3rl%*!wn~u|Kw?iU8838`%67{RGZ8~zPu%|ho`^T z=k3<`a?5q~Er+k&x?RI$rW}2@7=a3AhO`jwnw|Ju01>3Ot8P$UGQK3m#Zb0K4k?Z5uA zSsCh=Hat&D;1uPb`ndDk%Fa)`#ZCOzJNB$H+dWmXaq^PCCl=o{2wXbv2gjVZ@1EFe z9G5tHZN^qjjVK8IbNaq?H`}*!rDEpgX{FJdrcIimuCQG=HAbm&`Nr<4 z`tKG!*zUozxOpYRkDH4m9`M>fxjt#JLPeyR1t+7O`gUiAlTlw5>vOdSAB(qYeD$`+ z_&@)pA8$Q<#-gD1h+mph;tP{&f)6`+2uR+%w_{(I z>-Ne05Au&E1`1!i^Ik_r)KyEW?EhlrAciX!<_j*mc=PYwmt#pQ!QUk?^dnZey7c| z=+}qGxl8^pd*XLf&3AEAY28*?-}-)wE&An$X5JAF{LkQQs<3AA&aWGylel+CYfp4} zXJ_>IgXQ!Y6V1csN_HkU&c5??;p!DB=c?4#aR{~w@jR57;1Q5`B7Aq+*_QTq*^>j3 z_s+IEVR(SyxI&WePtQjif^D8kR(z9r=$jpxa_#XorsOGhEJ5rSw())5v#Q#0SC@^) zhn*%xANuB%O8?Z`?8ZOybM92Z$~ieJ>n>C#TWre}V-zZx$8>&2)6+@k+;U%LA5N5h zb))fHs`Ts%mLA5kL+@Ab6+HId*e_Z9#M(LgFUYF6vHbnt!PGCxb-(S0p!NQ**U}Vs z3C}6s(aqYu!nW2_rQpdXZk@+j`3IhVVdmnUV&ctokoP*<^2v1)xyP-hmo&<}x%#5x z#>rI-r#_Y}UEkcZ-}Kt)XMQi#8^c`ww(?EjPnoOR&@v| z%nFgWiBmrIv}(tz__Ij9z=Tyw(U+%0+g$pV@_57S`{N+8e_OX{8`#xop zeFP6{QQhJzlOC_sJj7vYv^tD*6)J@e+)&Wm`EeRp@*k-#2)X68A1eFE7_C$wfM ztg8O;D*sGU!_&XMIXg=y2O7@p&^+hsruOSBN4eX7f1e-EJdDzpNUrA9FS?!cP3h3* znn?mKk40y+{g1mo@3qv_(tY=XjiP=ZXj&wG(5BKT?#RUL<#nd&>OVqQo?f3DW2fEQ z@%w-Dk;4m87c{R^TK!FXo)G6I-BgCiO6^6Q>wZNt9g)eMnpUdQ%5{HnQU9~^`7Q6Z zK2~nm$y+}0)aq2L9U}WY+Vxpq#8j>L);8HMUGn8^%O$H<+>Fx_{+#eS&%crP?&Gq? zm$A(^F8DYJ-&!Y%~wySHttz6q8;*_%4wp!bL{+#?D{63W|@lKqEA6S$sH!jXBjceb@al*I1*!!2k zz4)XJZxXZ*Gie1j%y|-b{Dwh-;=1?la#HC}PZlgn%bH)J?Q--jDqoU9t2R=(?5 zpy`@tp0n%RON$N$@4WDdk$VKIlePTBu3qk}eJsvpPsBr>FOg5W+jIQrvkmvIz7%)WZjnDwyLMaMMe|D@H>Rp? z*lMh{Z}kEVDShs&yM`4q%jT}%z5Jr@;%}zak6orHtqZ!|q2Xj?&vtqG@-szy7oW7* zu_{JrR^-={OB-4Bo!oBUzpz2-?Tk4LH}l16+NC_!IOV@-e>TC~q2OH5E`Dz2@GOb_ z8D*EA8`q!K=X~^fOQqh2y?R;NHdeCi6SyxXyqDMe#`&=*f%doyo^%j}0!9+{RcXX`z6;++IjDqlI@(j<2OtD4)@`uUYV zv?|N4;G3v?G}5o6ZaQ~CUaRiPt>$sRk<>nmQ(Ceb7ei+Q}vnpzC2!F=P6?mS} zC z>28PY9-StZPiDT^9LGgzFvzVM2uX}m_o5#Ty zbbfJ*6^BrY-s--6N1wgA6SO+8qn`KF$4Z&_fY0e?9McwEPgb~7?A7+)@LcQHWh;J0 zzwy|k`TqQW&xfnqUn`04QmEN>ew}B(i5;(XvQX*q8^>4d^!B#h>bk;KSEib+Xx|3q zr>z-IK~FuxPpN3kv9RS@XR?fAiPHX<4?X^Fo97E_{jr-U^s)S=tuV91wihhd4Yxd! zVXJxLU6HepnXd4JZu-nEe;0-8PtyI&sS-k)tPJIhwHexYbr(XWq3_B`xTz47vUOUm(SyX8*( zI$WFPz`FfU!T&4yk^kSZT$re-eIV^~aP9iw1MeJ9MVFK=P~UjRltVRc(Tv=m0S|RP zoiGrSEl<=`Usn-xM85Fyt9yKp*!R|mE1ylDBQfPr@c!R#&+OQ$qy2v!tMrfN{f|E% zGIg1-T-E!xOj%<yO(JD zShmjP73@77q0r@Nn%()KaI#B7xvK8Go2x^foWC{8;WzW0I;$r;uIAreb5GZiag*!x zAoFWFO_jSn@6XYjS7bQrf0pYjyW8fGa6Pe|Lx;&JwD;a z7Ezy_?FGM#pEd}+OA)vK-|uXG^G5BGd$&`TyPQiZlui1&Rj68b`SErK!v`Pg5+AXx zZkXMx<#PAzzf1f(4++{c?MTdgTX0`SCxKwP<-rmsf>3C zTSI==6$b^8BITkd?76pN9YadL#66xVQ8KmYQ11E!7is0qm#^PFX)R=&i;XRfuqo&Rsn;~duA z-Bu-wPcN~5$jcUNp_RDrgM*>e!}d2a_PegEZdCiiUTQu^*k-Ou-n_h!q=ej8Yfp*I zkg(h%;`8{)ljh^09GiF_U)N~=sBRvl6y2wNq}}4j#3w9seVCs7W?7rNnlt)n9eed; z^}z2zd!FfdyyI2%fAod*Nn=!3!1s-xG{3ojGHp8(S2=kj=TGPNr&hc&iRK8_vg`}3 zl`IxMbM^6Q#*FvjOrOlQ`JBjYXJ%J&brx#2KXdb^LD=b;9!gP$JTGP_U0hk9y8gr7 z+0R~bto&T-%=Ig8;gMCniyFHm|9I@#)^okgL}c$?26p|_ewAyE!tyguJzVKfe(3u9 z@_ZA6bFbCcT7P5uSEYII$fTBH9*^*^XErOJxO#Z?{D1Y8wGF{Hoo8lyxt(Qr+#+)M z)t5|zhN+7#Jvy1r!ySF>V+O;?by3C6t^9W`OCNl|T{C}6!6e4KvTc1D!hugBmo1s0w)oB5T8(Ds zysfT^1{zAT3lAtaMkg^Ix_?tbUB`Xp!T*z9F6mfrcHB2&S>f;ED{?0pLVnx%-1c6w zOo-67e8BbG?rpoDKfO{uH~r4@-COot?n^7x`S77% z)4ySwyp~6i+voBJhn#rXxGz=|Xe@kc@%N3IvC@i*FBEuqI1jlUT%ufeN%O=)Z3E|X zl5gGWs&03DvG}&(!+r^^`$t`_KTeozt+~GOc%*%ph5NRR{hxRv&-U(XX8Bin>W7lp zW5L4Mb)VFp>Xg6!b9P4Hk-3gDR!*2uxpeI+xgJK>%d4~!%c8H_IlVhKdBI)PDTUpQ zyX^$GhsD$xa&v6oRAA@3?bH5r&#NmhY+}4(vN=_D<9gFc+rk+arP?Xf^9fpI$;>E| z{2g^=QvOxXr1EqLTOO0Ek*CA8MIT=Myy((tGyaV#g41U)>duwDwRhsIx(dH`ox8DC z2ASXgRXXn6rdX0xqp!gkzsSpGnPKe2lV9HJEbte5*qpu4=XcrF1conD(=u~s3aj7J zRQ>h%)(XMf{pVNOTZ$ztz9#sPC%F7fqFmyd5KEH{gubwa%?MY5h zH2IjuXL#(HiKf5@M5~GM!IzRY>k|}PwtV|Kc~b1X4-N|FGR`b$7Zt7!Up-@CZOWu2 zJNvdX-K;XQITwET(EDj0Bkc|zwOe?|$zqY+VU9VRRcyk4-@dx_$=>#=Lf5X_Wt&Rw z$=$G+Cp7tTMC`Qm8D>@9*LI(qdOf&KE@Dc}ri*q}t6V0vZg;HQzPeQ`#IRdh6)n zH-v7f@hF_kJe;xAMfvTctO70tzQgIy@t{?ogQwQzPILRo&M5rwxOSBtTx!9XC zs(Oz@oH zq}bSoxj&|!)pB+DI4O<4-ECJ|Ww6f_QL+0yJB#n_@|<|cJnak1_VWQdS2f-ED5)!W zPqL%nb_qYF>pvi*eM-P@?sq0j^o?1WqT;H-Y`yYH`UUK}@?Fl>D zco-PIv-cec;P`Mp#L0VK^_p+j+I=7QXTGz!KSPf7K{{Jw#!vP-?K2Hi7fo`Qyk%zO z-lC}qa~C#j(GJPvs0?k3+I)NMP79YNR&O=U!_r=@>I(%Y=dTY{Qr~nyw@u9{wtdc{ z=B}`cqb$wy{%`bMFtyik5+natdBG<$o{WcMhrDJA2fVk*Rs@ zv#lnIr9$iW6|C76^FME%@_tcSrM_2T8lp8<7M)4F{){Q%_=^{E950VlJhm!VzZjKo z_H}m*$Dt}Id$&u)+xT~FaI02J-u<`W|F#W=JgJ?(X6l(75A&RrvDJ9NOV*AA6Ze{j z>x<-{@ToG)jA}aI;+%c|l^qT!XmI@R?-!8R z8kZX>zHx?9{qYB>y`58S?=Nl9y!M#G&vJj`>1osUY_nha=X%dYogGh_;9~Ts>(_iu5^KRN1XuCz~ zW!a37vvWFf7n+qZUrh{O=&JJ7Kb4oUdVLv-?EAIeFGcRRu8|U3QdsQ1_QJ1YeM!nw z*1g$#D7U?LPWYyy7KiUJqc=37j&1#YxyKw ztKA6deQ@c@Il0&scemb*-hQJ|{`mDNIu%o6AFNw+G&@!FW{&B?lm4^U?rSwFJ+;a~ z>;0yO{JOju&uh{pFBI%hbV+2Gng8vI+MJoIoVPAf1 zJmD~zWsCW_*-o!My(>MmMrkhZ9Pe${Z+vGd*jDW*ZWmaVzx%$QYlA}ekE0FGulYL9 zWO75N>&Eiifm#%l2`~>Amy3;VCM*H+~9Si?I2bV3P31x0qY9!(|TZ zv2*6?t)U0SFV`>MDb_ICz;i2Cp3zRmBKyO;s*Ovlif%qz^ODP(#u0peSef$ES5}Dc~p2) zZ$jftA;J@!|b;1 z(gzi5rd&{}4d@8ntH7OPYrgTqtS-^^AmMxFdh);4I(_I|xnoE3?MmZYvB%eWue{*T zeP;LS>lyX}8S73QpT_Q!ebQn5zKi(|pH-}-q(0=nHPWedi4)jy+>eMEQY@J)@DJOMq#hpUd zB)<&-kDM2lH;D58VY<&fbF$lQmzQeSw_X1zn;HA=_F=zWCewbLNq=Csqd(0v#Co?nd2-Y zyxGp`kG51uN4rTx!|MK&dkyl(iy5^JODtI1e`xuyn#=oQkELkr$hl!`dN3+$@t%OR z)Su@%jyUeTvg2!rYQufSS5q&?fBL=a?Dd)NOZ=|nowJd!I@Bwtk)3e;aF>zcpBbOm z3x015C@opHaoQ!$)nXSHWnXaq)_KKeL0^dJKHVQ_yWdFO4)x4(;5C}z&Jky5eR<;T zLuzSRQ(0W^wbsA3EQ>YrOb=UkKreVt`<{c#+3E}zznQdbPx!wC{jRQFS^3q$#+(6m z!pmJ^m(JREZIjo5?d1{&8os@}($1RADf`x^Y~jl5KD&Bjf&vw${@Sz8X1>8pZLxy1 z4CRE^=WmL?EwNsk&QFr!I(f3SOk8|fme)7pqdA7yr(G)g2 z*N*SE3=36nD7&xtob`Wqz0&jdPD#00t5kgcG=839?)T}~l^b!hyR;2HD7mIx8^>Hmf^TA2YR4k{b zbbEsTsxpQxnhs8{_&HyNPERe@ea3qI=I>|o?n=*JyqVK8^U*P@`O{bM?0*)ypz!4s z>E$;c31)8&xHDn#sYxH_w>+6EYJTW%%rw16jGR+025n>7*t&_O$uK90-FVBdroG>O z&GP>w%E^qm9?%adcrWdEmdYD_UKj65^S$EZL(~KD|OBXu_>3p5fWj=0m4S3(&slTwnUi-{@6}9Rt8J*2N ztCgzUvtv^3}*8S@zI8|7MqPtj)V%^?sM-yxAo`IZTYn)8t-;h zG4%wTb4p`OI&}HXnJdoPjDL=Ysy^eEwvA@}#rb1-g6{fmCl?htNt5!VV|%Y1ubW!) ziuLU6yN>;P3Y^l8iM)@Cnx57Ax|dJe;YWJe_bwxzr|yAP4~Jw^L(vL+}(no?TU-aqSel+#(pSxQZRkzs;~cYrKIJ*#Yq`@ zzCG0!5Td(y-ret>Zyb8q*G0#kEI3;beSfFZ8sl9_@z?8JWiq+SZZf|6ZPY3or1bXR zgvUBQ@6P_0j1@caw|&Nr?K>_$l>0ktQ{l8NIlpui1CGgE)d^*33EJPid)gzlRUd6E zrEeTA_E4I*+NAi@)RXZKX1a9PESp$a{{3J`A;*k;Gk#2bd^5-P$<2a`UivGVKiP9$ zdNjQ+Va;P#_q8rFZt}-$R;pq)o7VW^z%uuleiH25dK_=UFYS}w{QqUjwpI0+PIi$q zj+rd|@^0^Y;m)|50?E&wbc@#)pWQS zyxV@Ru9bb#ye|RS*|C1D9EPszZ%Sd z`GRN5PCaO}dF?6pzt7YX-G6?vs^Ca}pgE&T_36>s|IQwdpMO9^VaHv0`@ahc=O5l( zYqV=^)}7xeVM0sKv#s4*EBfS^uc^_G2j)FTA~V;eY1(Flv^>;$DYZGyreS-Bag_gW zi~A+g!GG&lPJ6#+i?n`mqUCQd8G)5LT~gON^ndM`aO2YM+_lMX-sP_O`2EM1#+rKt zyu9`DFaM-B-{|=Uov zolV}=Ww*MzC(M}Z?(*T5nHN)7=vlw;gMCxQdGll*#@*ekEYn=Ze>2?s>8jm*w>uUv zuPUGFbM~=KRg+3hOhsx%s^IrZC+V8iL0Vgjbzj(ClxqF8jQO5Lv+B9N@9!&oIu#1n znKU-c@)HT1G^vUwR81?+zE%6+;fZH;Z6nriIn}f7p1H&Nol8$0k@I^jw46UQb@x^G z!-|vQO(*2dyYoq4WowMzannEL$NrwX|Lp7geAjz%Z@ttOPIB|Um}0kX_8vzj4pFvh z?fCo-<*AXU!+TSuQ>JW;J(-t(;#5dT&D4|LPcCoen6^P;t)r|tv)hvAMVlt5X})T) zyJ`6JA{_+a6`7t z{pt==gZ-twE1&pbE#DCg7rJ#i=YK8;?a8Og!DB>M3wox=8q z;#Zp;)Iz;&4zIl<;<#(eQE4-+gH9J>cg|SevFlE0z~R}VkH3_DD%o1|z%s$gKsNE( z-e*?198Pl+B)_-*S?{l?88x|XGL`1Ebp1CaZK*@xhhANr}2E>uxE|{cO2jR8V1eZ;?3f{adr#4OVlE7PU5(> zGxQSQ$6vp$Mc&MfJQ7{9=eSkQ0nLlQkN>N<-E_j_zS;}k1`*Tihh0rOC2E8wb9^oR zx&PhTvws!|wA8+f+I?)k-d5eqa<`_>wihjsElAjW^Kg4BpOo6F%!S+nCysAO{P(-4 zD|*7VWf!@0iy1cNvkGi}{`bm{7fMX4+g@hX&PaK@tV`@}PMLUd=Mra&U=`jg*=(w9 zU22K*qp~_?x0ILWPOw_!bZZ~OOmBU$E1#yB?D>DshLa<6!f&^j=?6K*%>-T>+wAW7 zE+`VdH13DQL37r!Pd^U@XKc|&Jf6W-%-e1z@qYiaeA$L)58h-yJa}^2YN-z$oW~cvd%Z0s?}a5xc4J!Cag{ZE zb^P`c%#%(BzwFPLeR~_nlfIjAE^+&9_b*Wr+9n$``PjqhDg$&DxGnjJS|6!`vT zrl|gcy4Z)u+?!V&+^Aambj_8!n(?7gq9O5j{9;yTx5{_Qaca-q`zrCHWX3kf?xT+` zGOzt*cv{U)cfy6GM#nPDZKS)t2A;iq=GNvi*`22Ulow{~dbGgihUAS;pXX+$=63fg z8uk9#&z$NJ<=nBtHGFkj(u#|Zr!q;ew@5v@p@ZS-YW+tW42>^;e;&N=kbPsVl=kss zZd%uZwROzTG;H4VaQbpqJ&TpMKG=LpuXq}7*XL29bYpW)#)W{)-O-cV&OUz$XvUuNv zqphCjFGs~R={(3bEj}9iRL=j7?ZSyyUvK^_-0~@^Dm_9$Y|3P=S(&%)WZ&4m-q?|4 z>#8Tm+XUrz@7tGHrf(#X2v=XurM z`Tk_{?~|S9RWxc38{dgr>|fX0yyDBWguMzOnCHQxTrI zoAWSsA?Fg^Nx?fF@7S@^bm^Rgw^BLrFCRZ-uXAXZN# zu~e6%u|q3FNR}sU+NSk96KqdDkYD{$J$9Pex}>b`^7_1nxLq;pv|gn(g)o*&%2ZuA zv58rG-{Lxb(HFuea#z%HS~R%vuG29sc^AQ(FL?IKC#!4E&V6F;4?KS2mqXPZU2XOS zuEM`e)ZOGhcFnpznOjY5)$_`x=~>G3(5is$U{ou2>d$mA_o|WZzFNrTY7~UC(*j zTrJywO-E-J{$R!>EEv%vvuCq#=G%!q`l(ay%Wt>aC4mAQ@gxCs-flT zRPh70C;j62qb+5g-By~yy>%t~?CRj!;b|lUSYGe;zh9`e?&lv{t<;i|&`ZYK4P0< zw*Jk>>o>L(G`)5@tN88r4Su1|kC_X-K8TBK+^Bg>N!rvW<-6$ueGCTXFJ|WFFyX@2_YII2%x@Wz}R+u2&Jay)@H{G8Y zuQW{9EAObj(N#dCGR<5|DNnasi|geR`F8Ehgim=pGpi@}cL!>h#?AP$b&`u(VP*GJ zO=0INB2N{)AK3F9XZ1-D6>Q^MA~UIF%O>SN7yr7(71g(L=T(ZHRdlYJ!#7_m$vEwO zgPm8?U7J}~gVqbZT=f31PEJbC5rLytJ07U)S$@8x@`uUdOAg;MR(Dzl2C+=tHtSHz zG=DYu^1CyIXCHR@EZ1BZclr5*)B_UQG2yxmvP*A0NEH5jbIPOt=C9_&2c`2{Xn%bo zv-+5N<;3$*43QdtPj2TmFud{e8SCR!fU5U^3zP>B6&Z}p`>uC$_E-lyEzwvg{ zG|!b+?ajJp9MHVHB(XfD_l)TIiJ#dLja2_+UHx?a({X!=U6y8V9`E|q^OjqG<5h){ z9U)T{`PWXZ^LU@~?n0~5Y`rzH=QEqs%`cm`Ubgzl-+%Y#3&sbBtyYO8)Hj_QIRDX9cy0Hs=W|@c#muUw%z-rgl4btyXpTV*{n=t z{h_a%*Om55zj9tMOS&tyO!T%y;IlB>#O2HMld9s6tu=l8e5LW4Zq^?R_P6%=ZupVD zqJCHD?QIUJjYoYBuG#dC`<(anSARP7u9VDG|0?9=_2$v^U#trG>OJX8*h<6XtVUte|>{x9!gA2YFo5yQ_>P`}UkFU!LsJnlkt6JVhJP3aQZ4 z&1Wh^WAdEYo=z+IuV6aEN5<^)_8P{V=&igR5}#f8BzG;{Ca!+3S+Y^#XQ0>P3hAS3 z&ZjOZz3Xwnq%!Ms{PpG2e@^5J-Ev6wc3aHFiErH^)$aQi)|j~Sd<;C9@@{5TgWdxE zdsEtSsy|6Evpy`&%gcJ8P`y$vzvZ5ow~t5b6T$Xc)yi!jR@%!g_;5_TT>Y-;@#7gR zPb#nQ&nnlx{^;lLl1ay6C%xRU^HiGS6?NrTtj-=+pDM4ik2~gZbhqWIB>uFb84qLg ze?DfunS1n9U;lEq2b1M*hlJU8SSPl@UTxEn1TO>{FLDezSAjY__1& z`gYpFSIa&%{gGa^Nj0J7<$}~l(|#B9+fU7`{8+LxfBKdn_M?+NOo*OSC3oYHR;JTr^ZME?|A(N<@Gpni(uVv@eTCwJfO8zG~@rshR8@C^vSKXzsQ(QG{ z#nhkArsnw{f4D4T?#WUn)5l`wj}AQxm=MbD^3ZaQ^^7L*QxR>U2ac&#UtZ_dwVi)v z)cRG+s;}wnH2r+3=TmNVPxsT0%s-a7->-ZpG5PTe`+g6ti|Skv`+nTk|N3L~UNi3h z(aj>auT0(Rl^q#pv{>G+Jj`%fMIcwAkwwkQ;%``hH}VMbHCHhOyP>7OJcYxUJUlF8<) zidaD0c7@H{=ElCf_gxj)jWiaSNB#EMT$-iw@#We@EHd^c9Bfxz9{yuFdLsP4u?WM_ zB(o1ZHdBpM{=Z6T)jGeTzKj?ufEgNATL)gq@XwHH>b?EcRY!I z9$WEkEmtVNaOhBB(<;-zi8uA`&3Pnbw}9<_;wx!e2k9`Y^36{r=4x*K*ZsdET=$v# zjhJnQcJ4Ps9v}NB_@2eHVCvt`vKJ2IrB9#YGw*rKq6hD4PH#Ij@%UV&c&h@|{v&+l zbIX|Q+^!$^;WJyAZ^g*YZH!$%$$xbn2pw@DH&HNV~docKidM>u~_`MtQZ0K0qo+O4Z%3M_OPj~ZT#3^%EX zykk-K@$spBVA^yjVPc=FLgZTjm{&esNIv(7r6 zka*mXTfA$o`JK7Tv(9ilczWsB8D6_ruY9JL+dp}9+~Co?EcVIlNB*r#+26#lQSMN& zS-|sU%N9qoeplgr$op2K;?CsTO|EmqeuOSww|r`?0jpQ&^?xm`29{g&ZbiTP|NHCv z<>u?|uiecy<4)`g!?G+f9UsrHfugJa-P=@mrGx4i7$Iq@^7&TdDYieS0h_%EN?~35$Edpm+PBA?(D7g{2 z`Dsb;!|sQ_muMxPR~3%yFTVAj&1d;NWz7%2TCWSTO_ttujA6rHr>`lu*Un3^J`x-q z#v-Gz={|Sgju5URMRoi-)8+f>N;(UQ<)2O~`?P=k(dhOyg+XSI#V1S@jA42j+I~ZN zZ?WS3the9%MUC6VAHHAOvqGREuSw0>d&NxKBM(oT*DSqjderQe8#hycW#v^<(S^;7 znv0H0uUi@TvT|{H`nq;GhQ#ke#S_*p-o-AT8W~u$_1_oHM6cVM(^kG#lj8jpzR>2o z?vjrV*$3GkwoSJGt9xS80T=bMf|dA_aslj1k;2WCnRHxy)lhN-=>$hP)Y zymx-$T=6LG>UzMjAImb zPsE=wVcPR~Z$3!&99^zaIW6$Ht){rs_O&Z4ANq+@ZoHbN>#P5A=kH3^g-Xk6+N}Ti z7_U&idLi%FlolPu`vzAct!>g6f<6ByT=C;9N_f0=cF)B6drZd<2%mehU2VqXkGtQb zKJH#q#TKFPK}KD?SG@Rd){QsI9}3=BbvOM)`92%*lbS3t4;Ra<==^c!wim~23F&D+ z6jNQF^lm&qQ91Rz*b6xcIje=M4|nnH~H-Y z*Rr?wOyf31FWXpLGXMB-_9WAIVIJduVZN@Vse<1bnf@Gjv9ey=N%`J(t);GCB0t?p z%KUKoaa{P{U*DQyD>C1Q6fd#z%D(ac%~j5l>USNiQ+xNm?5?_ZNiSJWT<;ZA`UOW- z`PxP6o}8?!m49_f5VydrQuDP<$U#q`-5jqdZXyk_hYv0-9r5|)&(gV+YR>5DcE*x zOKjt|Emsch`N83PVfk{+3t>usYS+j1%szVWvH!~%({kef2CQ9IU{_%9gfCwttd8y7 zr)vVLNB^cgmOc8nJzQ-^_ZrS=e-wU4Y`I(Z&3M7S*sHUSn5eDzbJArM&%|Da_a?KS zb-$@@aGuB2D<&xHzb@D!G`33aV_o2@)si3o>G-S{^;F`lY+CZ8?d{`ZYf{DQ{{FCG z(A)dQqvo*6hNW6@J}G}+{g^Mz5-)%Ctv9pr$D4|;T;4sltLiV<zbX#ib4!=^74587yl-J+Ar{Qeete$6#OYHP z23RVjX=NUKsktWp=l$eE6|1J5fACALre$X6*Dqg>PICQ!Vl)3=fr8lrS2PR!l3!GL zg)-K!W$anH^JV(6Y37m7Yi|a9dA?s__j%U@ra9;Do$c0{RQzzlqxrkeY)k2FdiDJN zRf4^65aH-N#Yt~nq20f}4>ki&jJ;rdb&WQKkZRvR%7J0VH zE;4`e@a{5ozWoiBpJEuyU&%;l-d?->rI1mCn(L%ztCyadI(Np)7d1wj)v3{Mo@!3M z?Wy&rmx2&-uF1pEROl{_K%jHlj6-RZC_00T{`9F zHlt*Zss-OxCx`7zzrD@f!CZtRI!pLqNXuqDgFP<0_=|T`Kd+Kb+M8^)LO0XXWA`Q| z`Lc^FmTtd}eG!b{PvX#9pjD$FboW?f(sxBpOK(+cmLBs}&e_lJY3_|6i$}`=6gqcI)8pnxeRH$+e_% zmCnGDs^y$twpPraStrhUWo6T$h`97(Fc|Xw@tn@Lppo@@t)^irk4uE3Rd+8Ixd>o zXUZ4La5-S_{;xc0!3LY|$7nX}Jr&8oepj10AfP^{>DtxgKIh}X0X5&X1n(|vnkPT) zY5kqF^3(U;UHUh>A~L;y#mlB+W%1K~^#_0F&b$#3^Mmc+lfN0F`zIttHZN3SXMAq; zD$I!KzuvyjujdN&aNhZ{F5$IT;)a=VO6w9j3;xRscmD}KbE{|LhoIaaRlBb&l#FlE zX^_2^zw-EjEF+&aw^CWR-ilLcU*+>ElGCeq?RFzZu`Gw4BgW_21Fii!H|csWVJupc zzVxB}%2}Sx`(?YbonK9PzU*%EQ;Bo~`=6_W@BMr+L*XKy>qbGBKEXLnH=agy?RF|~ z{P6tc<>Z{$Un{iwj@-3~jQ(8H^+wp_#1f0lT_O(OCoWENESeU&DB)Xl_wIo2#`PK{ z&-niD(?9;1wc1-YBp#YvN2i?`zgw_F=}KOr4qpF0l(O zhNe0WYL6v8vb~zsbW-BZ(ltx}eN9@kz4pqvjrUoD{urLTbT>Nth}*+J1)cMKr)T~* zS<<$4LQcmG<_r6`?$}y*Vn(p4fd6~vV)i*JA5AVW_nsJeh*jcPf}Q!_W6zXUs;s=c zHYDp!!Y7-v2etD5C`f)3KHQM=NUHqc^4vU|k4O7v9uJ=KDXM8D)9H(fiEH=2>FQ^4 z*&JqDdio`=M%1=F2WOWV2K3gScez@S5T;R%MX=2~HAnG}r`AVM`zvfQ= z;^CKcajMP+rOy61{(m3yD>eQumR~SylKA&OWjS-qi*iz0qF?{pv)jz+hq0NeOLOv7 z-;X!zq}&b%oT-v9|N7eV#08=Jo0GHRPlt$eHi;D8v~gFxb*GGHLF3EDg{L0hyRl40 zFYVFHe5Z<-X;*(cZcLt}$)&RDV{fg#jL7e>8qv90CCk*_JZ#v`vbWe*jMaNmRdMp- zEvIdb_di$>!~1yYtz5awt5wCj-`+P3I<>R)La*nv9T%>AF^c*+zgw9tNH=WyO4eg* zq6)R2^*4N2oS~!d8t3QFwK741?Nnli$eyW8*Z=UXt`=Q?S9`7E4|$Qpxl|L1awOzL&l_nRu4DLcF3H3lyq#j_sn7+9_N}f z)jVpiT6f5--?HGc_>O0HURL^foc$5}<>~~RA2Tm`t7f<5vrp=;&=hU&oWD2f^R1MX zE7X)3*IX~X;qv#s-74-mZL0+}<3+by1iPs1;k)rGJwwB>{~ZT`i3P& z2d|cJkM6Hbz8vioATe&E>CT(R@lY<>5k%c$8~h=!tSIgY@5dO z>4bv7n}2N&o;l|1+sEoP=jh(%y6tRvY?D~j7~Y?gX-v0poPUWoz+T6aT`Ee(zwPO> zRZGi*Ihm$y+*-9~>%D)zvw8KpEE?GrC(H5bDpxPld%^Yh{K9vaXD{BX{i4K2?EskoqjIFPsH;q{OYGiRwLueWFDU}ckQ#*?;nnB z>no7@^dy>FJ=LX_UB_Xo*qJoE^VE^|!7~ ztTZ@jC$X8+*?o0;iDciE*NI_stk-MqllshZb-&D)AOrth(^59n?&SzNrNrI5ReMEg ze4^)ylg(l>J7=sgJEm-u@F;%c5#z|1P~H0QH=8RKUMx5z`sUa*hI-9CmQgnRUk=OX z)kmKDj{z4207xOaO@QjpH?QxQj>Ut4^jV9Rmm-xJowU!69)%R{D7{o8Za zmbo`AR79FnOFpz2M4kwCXg|oCkgc+7)nVU`dM26IpWl_5g|tTOwDtJHxFNu8{<(+{ zzk7T|8`V?Ft;{ncb+21jZQlI%Z16WWomWBS*`iC{Ufea!d&`6ay*}!BRD~!y`b|$Ytr(h>Wt#UY(fnljkec*@2@vF+4c2Y_;s~~Th*O9Tz{I0?VBHBuR{VOS}*}eYZmp;oR(MuVIN2DI+%v|LV z*xw`Z$#2VoyROO`0`s_yWA827d^4j>K;BWTI5*~_a;A8A^TgvDzF5DpxxTlrF+ZoZ zSI|FeMMqCmN1E)WzgJiLm!#XuA5`DC>Nso3@7Sp9sES*6-9#lyJ-RMmj+%e%&Tk8m z4YdYmuYJs`o7va1SK?&K1n-KlZyz{id_*TIWb*x(B{O+$?%@x?;v&~~)=cl^tu|AN zvHwz^`S089r_(Eoj+!62QE;bR?O=VeVceB;KReGK`H!t>Gd~<$>LgDir`m-N5zu@hfB(*W=q|B2WGkKP@+CHp( zo^fdJjvWqn>&~%iL|8^O?G}|eHtEa9s*{nPi!-c_OMZJ-CC=i%Do38F>A7ZQk&d*I z!HTtaxAdhI?pctjskJi3a((po!hi$cRy+y%vGMp@k%q54>4qPcs%mq2+AI$_t;H)5 z#Mb_CU*7W2tW^Oo(jqRr=|3El@kzF%Dx6#Y+%u82g{{&kZzr6mY*co> zvcoFXs`=#hwYtlV8&Sw_dA))+XeGJ274+cgb>&|M0 z0~*TP+MQ3lV@uO{zcu~J!w#mrO{|l$PIfn#K6L%h!<=mEv2Nycfz0h!^yQKtxh8sE z-M^o?*zw+551}6^|7P7-!{{Y?>1+P~l#;qx`KcTNoqOFwnZKv99-Qxh`!{}vC-=DXp8vLu zS$cY%9AE0Uxy&cB>ea5#YOGt;D_}8YN?I-^A9eG_p)$7mWP1feGJeT#iOYGM;;yufBQpwu4A=htwV~U;cGB@Ya z%n9}x+GmRyCxv-fr1q>!-ml7$;_^Z#d+EK_$)@&i9PY`Nibu8R472~j!Mad)0U_S^M)EL9cvh}@ZX zS9sUKl-lXWOyQf1CAdoWEqlKDcTc(`hs^r*skdhBe;#bqzP+m^K}I=?=}!CQTb1H$ zb|vfHJeHkNGb`o(n=|%ty*#tOX9QQC^~vB~6qalb%JiC6elje$dB)2{`|F&&mw`S+!&L#^XM(^t4*Nq=tcP!G9FxXYrS+FSb zMNC(lxY$0s>X*Xy`^&GKLM+86hJ_1ci-*0y1OY5L`tk;XTc zTkL7Am?-+2zc1R5{g3jO?5bt%&-pu6{ZHjOb25KR)eSM`KYa5u<~ba26=J=;?9GgG z!FM;zQ@*`$e$Jz-n(MZmo2oedzCi5Gxe3L-Z+g0~OkcxkQT6DPTt2HwaLxa)y7~or zUzTvyT|8X!w9b=np0Bj~EXn4r`rm%EI)p@+?G|L zX!4Zssg4_K);UQXSn)>s#@>$`{P+F%evbX`qy@ZPbxx-<&UAiWu&!%UXVTtx7MwFI zI*(1rv3<8f%PRVtQsUn8Dpp&W6z=}NX{OB+tt9qKc*U2~Ybp)W1R8#yYqZE?TQMQY zR(5}6qoKHwf_O~GYx!AyGXoFiIHYfyys<=A&-yB#b(L80V`rziDSAc6yZMS{7(F>T zEBSI~q5aO2UlP446qi5!B%_pY+MM~GjYrS2%a@%dU(}4s-Ie=FL{oF|^hW!I>1?6y z%Nm#8|I_kZS6@8MdRB7yw~vp)yc9OG*=^yrI_V#zlh;u0H{qys|Gh2KeMNugu!+py z^=b1H?zbBc@phSRs@S)A-t0MY`HgGdzVpbryz}o)p|BU86T(;6s_n`16j|{%vNpA2 zkr$7^H#YgsN9VUbdeq;<-PQ;R6H9B&~w2Cn7i196Wuz#zJ0l>XXjjudeT^leu)BZDE1(mz#GK zZ+Auiz3H3&I8^RbRbIi~8;M)r2n#T%-kZLo*Di1V-AAX?ZWcKIe$+fXd zg}EI${=m0xqMdcliv?^ol{!~TymNoK>IdoSUwoCyV$LjN`(b13_QzYB`oI6$Y*eja zcFtJOx#rL3ldbA zw`t#G)(m%dCwcutImYMaE96&)F5|g-zc*&d93QoU9Nq1YEzZ96zkKP`hy1<{OHbt^ zhio-pWLqw`V>9@2ctv6t*I#J|hUf-g)!i++SF(%@PU-9&EzmzTitLb$^ z@8~}T%f9CGDeKi$5?)JmaNKJ+H^FDx0-uQv`*;44P!$%uve1u)=&MDxmGD} zRin4jl*^~Yr|iA9X8GoSdDHzZE;u`0aR0VI|Gl4&o0ykR$$1Z>3*Dt_3l0VgCrrtU zxmQ%@n6szH`ssJ}hHS&On7Dsg8h`b}CR*39J@YE@(vsVEEQqD(oza$GbLTBwtt7Jl zDpOkLhxrNXmdtw{&hc-?*UeW0cj?b9+kRDA;CFF_Lh}Dr_iA@dHY`0*on_&=Ct|hD zt(Ou?w?3}g!n%50?v(FFZ|23XbS!p%74RanDn)har_Kit4Yv7oe({yR_9Z-F<+e+) zXCLHz{4OG}@Im2vMjI#D{DqfpPvyv7KVR9oA%Al1wYAH$3_j|-|M&ms5^b%}>ofNs zsaLGpn$PNyD&A_UwKt)L<*)|#^X%r#18x#!&$r1bPdyzechh`}Xzq*>(K%0S#7qKr ze>kpu=G)ZiZPj~E83f!tcXfGs>0Q_3Ue}j82L3#?&q>kHRcx-7MECs_7gM^*TYk&0 zKDu)Ish}lATn`J%Co30qcpU%Va$f#e$;aK9;SmM)tlN|w=I@wg|MBCOBi23Y3(X#- zA9zx~X0grBMfuE9pANsbXScg1p!xJ^=c45u>JLIMSj=G;^PHTqops~;!(7U3v;W^! zGG6GrX&d`9`?6CSA8T1V-=-_5y)oQyWwrgItkk9c8y9^F-LlP1UigbLPr?Pi_1?x4 zb}gGKlfLLL!-Ic^mgQD<2b*oL%IxA?exi#z!&=GFnsJKzoptJ)9d~}!U*PCyq4>W? z=-tho|EKC-YuY2BeD0k{`IJ|$(w9wgs!wkWe|+Px-$dgJ<%wJN)bZ5lKMQr%^3xXD z`Q=5-?|*ANUf(uj1SUg*$9#7!qFG%e&m28JzXjpf$CuThaR2FO%hhp-(p}uX?dw z?cd*m%U{pzD&}Q&p0Lbv%5_Dy$rm&qt+}9^djH(Aef6ijcD8=-UGQv4t5xN%`8V!{ zpMUc>v)7}%{?$w8^drV+s!rDQR;ank?QT78btvVY{jbk$N&A=0%89gZynXj`-wlE8 z*P=6|PRwyp|G;_l>xA>m%UEQ%k1cboWR05~y<#fU2N{tlMAj&|UANQqgy0 zwsoLM&z|$=@_$&q>sjXC>M^5p#i!0EZ82+RFM0pF#Fy7rMm6v3GTn^_J}bA$=|!)5 z7bNjKaMz8E1t0kKls~n(b~q_(@y4n>3(piW*(g-k#&4Wt^~vLaI=_8p{VdHZT~3#; zwud}DbkZmkYWpYGol6I@y688bmp zWeH2{g2Z+mRjcO-vwuCe4P9!M>mDN^c!#Yrp(povDEM|K8rs zyH`o2ZB@@vUH0uo#6{t=%}0+_^_%|Czy13!zvln!>RY$v{x;3kh`m(Z?Y3@(I=^sF zX$IrofE#5h!P2v853+YQe4W^`J$7Rt{^wmR+{AmX?dH#Jf4@i{Z^u~^YMVVO&o14^dORW2!_ur$>AUv5IUGR}S8@Vh zOwsJNNZ~Th`&XZs`_s9#+l!!8msAYF91BH*!~2ZurDt>Lt1E zN7*{RV-;-;7Z!Ok2ClSOmE3jzX0yRtuQP|<*q^-c(=$MA-zJe0#lP>CXI@&e{LNCI ztp^g8G+w-4ml(2@-?BXT{j7QKuSKyt`+xc8WiI`UC0w=cmlgZOt4?aqMI}SC&m1+l zfAYKfg|8Q)t_SNp+NXX-22@CcyW&FQ*Y0iS$Ece^XpI%U0lIy{3@LXVK>%zVf7+aX<(*>Z;%A4n0?ys7-zs1}@4d){mloL#+NWb`m4oFcRWaYT z>wfy9>80)F)rY@v{ix~_FwI(SxAX6OgLZQs@jekltxZ=?n%}wlCF7ZR;bPxEAGfr> z{x9@<6*Yz*g8I6+DHB)~rvYfup{p!rx85c|T z3(r<+{y8&Rs$tRZimz8CvlR0b7PI)(h}`_7XDNDqdZv8R{;G?wY`y2_2j=XHFG)PL zdYxsHX6KBV>MR1vRxT2eK^!NVpIsI>RqWB^{&Y_51s1QZ%OLvUC`u_gU?samWC~wQ> z==0m2cYJ{ zZ=R#KaPxudD^llLDSbCSvh$?5abMNp_H@&y(v^{hfd+3~ON+LOyr|%R_^N@a_nDAF zJJ&yfYIQNOX<1yyTHW>;IMu%UB>TkSXpwTnsaFkq?p*9X$k3@Zz0zdUk_&&TCbQKt z{#nZU@7M_$>*n46F0ZVJ3$_(~J|meyR(z+Y>%C<&QbtMYp5YX;Nja_vg^S5((s-<@dxpV6;6-|#cvt6FY+w)WW^~FaXt~Q8?|8e!_#kW#MtHe4Ao{A?<`Y`L^#-<~e z^!e`fn@z6go3}+i@_aycu%-Qvb5|OZ7e1(RKfJNnHu0@y_qSf2oSG({%g;OyU!Hg0 z`nB6s?zs!+uW$F-+c@J`!2d5oEUQ;mbl99&@V#FsGtJky@Z-7N-VS}vs$Vp+YfU6w zOsY3aTBh@c&OZAqn(xcsNy3wMrT>!^VLg6_{ljY6wBO5C?)y|wUwZn(CAoV~6~vbn zS>{zN_0aq(o1psOMhWw`X^S(CBowq(OcqYenw|E-Vh@K<8rQ-df+|YIa}4u^pB*YV z&SWX@ zp{{iOYWDvcS-;i?{$lxWaJ?g2@YJrOQ~8eWx7@Add^C5$fts+zGId#>z7|?#eYtY) z{4t}(;OfO@LGdO@5BjQaeoABP`&q%L`|9L!uPYJ9Q)d4BoPRjy_R|}EE6g9J-)4%= zo~+UBa3O1cUdJ36$^6xR-!<L-+NTIe6EhJdSk9NVawvA6wxU!FE4+2VYcmtZwF&}8@Alrt$#xKp0xi$>3wPj zuI*0VaR#TFj;=^$c(~xQkov?AFVwqhPaJ-wr!_n3w!*!HMg81-PXuOVKVvZdqmr=u zVA^JjE4PI&c@;7`!6oEn^hYi;N-r3#pDljad1Gd@|+bT<7Hfo#$@f zP^#y;c4YYk$18RH4vNp?WVh@K`?sO4vz{@H`(w~Kb)TG**3KgFGrF#5SGis|QgQX` zj0o-Jo{!4c9(=>G_^W4mwlPnBuzZVsU+Vt@9X~f5S`wsOu=+1k>g2Sib3^YP4LWfC=+6!py{e+WUJG>nPHwsR$9;<8#o77R~n|jT>B^6K%iR3|MOvyTl<8aswYO?R-Q07+w0J^ zC10ld?Rh20bzUe^Q&*`c?D%%RJ3qF5?b!FMvDvlJIlDQ*^vSIjE|)}J|4ObR!&qeD|w?L#*$~+~UledYg(e?pu7)>EZcpHvjJI!)HU5%WG$UeRpQf zmq1>XO+VG&*4=-z?pVH^%qBt3cN_erW)>x9hA)`6Q+?j~*BR0V@6E&|yo5L3FJHHF zMz2A*W3Ill^{H<-8bi12V_NufZrD}Rw3q4?vFxsOZ=AcW|I2;T_$1_`n4!sZ zPo>QFk-FlRto?henewMI+nFSb|2)Z`@&1yk*WUjvzZUk@?0&s8_HBq~V!xa3S36Bv zk9Tfr43~}vrX3QTcudhXZKGqC;InqYU733r?WC`~+G$|2LsDk?t9O&0H8muibN$tN z^sUP5oRdtUvX8$nSIB>}zv0~^PU8b7&u_BcGs`LD#xq0T=XI`Aq6&HsJu!0@-}?60 zw2jKXN7rqan!35jD`nr)d2O->RBrZu z198)ym|waP^N0V(ER7=)b&jnY4*6(pGB#Wt_~lW$C9tktu|Lec%;tn4EevoqA}sJnJ0hB=HGEsznSnH|6f%4*C#_eEYk4#l{qhu ze_y^RZ;HkK=h6j>Pp#)xI=R+x`_40gYZeHmF_#^lT4}CZJo}-^M^2k_0=Ey&EEoCZ zBfp}7-C)AelHVJ}%luEjI(ON-YSF`~4;(k`GW5Uh?3UZ8a$~;uo;~jSSW?*U#%ay_0?JD#FynylL;5-(mUYb??{RXRS-_ zV7Ii}Jn>TD6xQo|#P|FWPFnSuPif7TnjRgmjZ+HsoE|8An3v>!X~yHfQ|0c(?qPh8 z*RE!hwDHGecNt!@x2|s%X>8&ZN_Db1{YB&60x{j=l>&vKsY|XKE?+;_)IspE?Suzk zmtOal+JE`c%SXxQDi2!*=-9%}bdS1R4Xcm9O)=zj)@?B__XXHvE{( z)K$zP{w{8sAAfSFi{sWS`TxzI|2{WYi@2^ zDBj%YY&6sMsmi1?jQldaSEfy{JhZm()7x7|q;m6PrkeXnM_#)up}KmhWc)KBN8g6i z5)UU`b>%%i_jkr$y$kEh`qxZ8%yrK~wAK1m;F~UA^z-7r;+^CITys!gy&yd{**c3N`Tp2@e520i%#rulTBiK zmla|qdyr|#rrle-JeThNx3nmk;bCfab#C{fijNa{TjjU8zImP!c=XD&N5(ecsrz;X z{a=v&b>WrrJKo+)PX6fFB=e{x;bN+yi?5#LbCVs5XQi+}-TgcZZ4p(?0KO znf&d&Q02@Sua3$JdfgYesrjnq%rq|Mw6ekhk^E7S$d|JXC-(*?1fM^9v8oR(M5 zp33klYp(v1V-s$c-ebL0q0*=pta7D7wD|20pPiiyChjr?E8fhNh)*rDGBj|z8-DPj z@)Gy1@&Nytb-j15sY}l030tl>zdz~EgQ<1XSNH^EIW==0_Y6NGyy(;od7Em^UvG44 zZ?J}3d#l-^ud)5k-<>h%52PO2#^gLhuEUwx`_jwHtrxw8PNX#XNb$JkUtQT!UG~@Z z=HvqtmKOi`IP>$9epkb_`VTVr?rPrH;hb`D+gJXTKO(XDIFMUi8ANsfCtaQ-*-pV@~PT?MHt0vA2|F&KI z)dF8{UP*@8f%(feoo&-z``>E9?~O~geslVI@&2n6t*qiWJ=Lx*PNg*$wx1Vq{d{S9 zomR8{#PAy*8yi0F-eh>R%`lNfjGeV}H_3>Lv>%?p)|PdjWWoA*gPv{TO@t!HNVN?&WYmpXfQ**^TS zzwAhrV{j9rXOHpfv!b^ZTd$`og`R5qGs$|=)P(&ESEdCzJjm2;^PNzxy8dLq`dR;q zw0chHyx2CU*o-g0NZ~2h4x*?Ir|r;k@Jer-R*+FWz#`xEO($>@phvowW8{)^bSh8m|eXf4ZUo-THR zDSP#s4EwWeFK^G7K2KJ2*6Y9~h81*n){0>bmQdS7K;vD zJt+-yS7$Zdss2V=_f73O_DyzwO^o6TU%u;a_o_3j(QCER=NHx7QLG|AgL&!xbzdY5 z@4OQBQL(UB@33)Uy59csc6a}Jvu9QlM4}~{jql6Uu3nVh!e{NlRr2G^q08Yi*2|Xc zd)Hm6tM|+Mv-QP&^Ui;{^xq_ zm;Y>hbt=+Svh!bCgpXO|zm?v9H`t!=N;I_kwddBam|rb>)?IsJt(rA+#_{u$b>7FlpQQM{@Av^Abw9{7?bxF`Uh}U8+?3CpYV+-f*0g?x|qY)?KcGGlV&{FEHy$ck=9 zp6?fSN@d#e>3unU=tFOXh-UB&mrI$pU!|5dXL|{oOmFrxeeutKc2KzemP2MPD-X?- z+ zalR^A`Dl;pn}k|{y2SNI-`_6Ze{-sj{i7K-#ed9N)yODt%x|ZsSIic}YU_TDt7kU} zU0l8Uda1$Mb)wV7jQO~Nd_I56;7Kgzym$1_q$Av~(r-=YtvuMW;=63c&UXh-9NnvJ zn6oO%^*KhYO-BpZ!|5-&w<5 z&8}0xuym5k`3Lr_6&gnB>g!#4pM8>MV%ow`)oa{2XQ2h`2AlI9y>s0dC$aZ* zgo5PzCSjiwJ2S;tT{TNM-lv5+%I(Ogttfi_U(M_2wQY5MamzW)?Z2>=Y&fgie53iz z?$-KkULyDGgD+k#oN`I^-3*h%|NAW~_Pp^s%F$G0&$U{2`iH$~s}_~2THk-P-!IU* ztn1;MOI(#ZJCo0w}{#wM+zJ<&$zisFacsK8&;iDOxeC1sq zFGoEHpYl6&b9~cC3uX#0*8kt<`C z^V?rLKRYU8M~u1gPikBAk*-M$^8{A7A$y z{`$$Y(QTT;@#l_@w|jm#b~-Ay>~83d11EJ}=u4MLMT!YOGdaQgF*xYosj1@CeEZq< zXPRg#Ev)~XBY&Y?;;H_lX-gute=+}%wB2}9eO<}#i+fIo?cTHfb?N+#bC3U@`L`!) zxxexMUs4R)Z+&{lqEV!GAfqE|N8gV9H=bPMwbyXdF1S<0>$+Rx_h!kPW!2RiCdXGF z)D2i5>2EHQ()ZBjy#MPj8ghkkf(v~&ygIIA&&qQ4mqPA=fF&z8=kmq>t8AIT!)@R%&(yXQ(v7y)HLb;rMx^r}0ugTbZ-(R=$_Q!;lAAcY4#iw6g&7?km zT5H~an~mF z?H#xKj{ait@Fl%f6Q(ayd)MnWVO`k%?PsnCFF(_jnpg4KZ;@hwxwrmvo>e8UPBkso znE&j(-L{tQP2X7xkHwWrrGHF}7Q4NvbCs{An5UY9hYaHeCHefHhu79?M`XQeza5yW z;(Ss4RsdJmX$OJ(TR&Y3OsOgT`=oh-`-(NEPQ6n(^LM+ipwNr=>0hVr>FfHZwz}(! zuk>1zRr*_3Eml+f%4X=#w@)rB$Sp?hi>bAK=gH#-+0|9!dkJ>7M8)a^Uj ziyJy7UEg=Za@v&ay&VUnY9v=JeHn9R?~c%{Z@Mvz`4ew&bJ-mDC0F(4M_T0TFZ*w* z#OSua|Lkb;^el_m??#@ybK?Jb)~=Bcx?fUIHn~6jckRc*xhVlL$ATD&maA`5x)Rmx zIN3qhHnK;fCF%>S+}hQ#zAxV?JDLA&HX$bYUAZ*;~Ax@`i{%yr9GZ<;lgc`b&6X*CTvOajX2qLb6Xd)VCL?R zQ4ZJ3Ywn5P(COX3Cad8Z@8unNb${fN7hkr~^-}8Vk5{>yP@&PT@KiRz(BZ*_OT|!SE=Wh~cvtQ@Sw4-;q@$95!@tIX6>PM`$XskZ(zNNIC z|C-@t=}2C!Z0MyMOkp-11Y;ZH~XOy&Rh!)+nM;Y?=OJ&K4%2r#*Ty zvzG1faXYp2r|L<&1tKek5ge=6D5{R~Uv*5&K$+SrzJb@BBdH!oQl zw?A>Z+|smQiEBznVv)d(-EaP{j``DfbgT4_bH;*BuT0amS}v_^ovSdvrBZg<%q4r6 zgBri@oVVp*yxaO>HI)swE4&$&g?aK$vJ1Nxzow_}Q+LhHr(Bs+LsO5Jx`zm`YgbOX zHqTUyW3Nvd+qv8Rb!`S0`h@2HQj*M1k|+@h3$W<*Y>Ub|K6A^o$d_}&&e_#YUbgjC zM8L;#9<|R>ZgZCFwVzP_QaSfWq3_bvm#dY|9t-4ct(wdx<$Fx%BE7{qp%_C~%u|#(Ez!`Fqoj>b!kbu=3l(;L6l9 zVVCcAo>CGl-*;eCgtV)1t$a>0*&0{od#N907o7gD`BK;YpD8jML{_ z@|F)jvTsJRyvUQZIfgRT<}>CiD;?V3Wmfy7Wud{WEhWd#p8R6?(*5>M)#xJ@Pc$zF ztxG_%^A`y2rCS-L!QWr@|+!U@7*>22n zcg8iAbMno6vsq)Ur~KS}Y4=VS>lX*hg_Kp++D|_4zQNk> zpWkl3W!wKr`|o;v-r%2T73cd{wB^NfkGs29oV9gJ(e*0TwSKT}$&99?2!4)BU;ZyU zv$k!^j(syWNk{Q#35y%6#U3{_X8dm)l5^VIZ?}44$Z4Az@!-=@O)C1gmUGTw$~D&S zWM^KPsBWv)_-DPx3@vW$$*)U%jE5dDrsoz2_=s zZD}!F64s%za_W1nbJKUHp1NT6`@8{n-wvbpYZhlemaLe)*6i1TB~vR3-z&vS>qmuL z?%h`U91YZdnL zOgdRElzuB#WC8bA-vb*bT-8wasZ8y@uf6?MEHmpphGXB{_I_d$E0TPydM54TYfLtq^<-0#Am>Yw-cz9^LGlmY2`hP2u3(z@ZiAVQ!k3BSPj@}lw`pyUlQB0I zW7gfk>V>-nEj@)$NqJfZ~Cn`6Fp1Wrs~}_hLW81{C#c*ml=lV7J0E94BAm3 z_pM8s$=*4-neRb%*-w33 zPg~VuIt4BTDIe4Ry45}K;GtO?#OvkweysldY5BrGSHr7UmVK2?k9#MlsJr`YAfL!e zkM#bhz41H?k52dfxOzjn&xFFG3}H%oha)!L>WB_vQh3mEZh_XzD+?okoT~PDB)6h) z$CBM|h0aF($~&&|a+QD!gN8-Sk|eeE4?@phZnfH6Vt*{cC{z7)Z^Oqx_9x24N4QTJ zJMcjxDR^*C~kY4hfe9uXg-y1nu}Nns5$%Pz^S zX)Le(zTM2w*CA!C$SaqP{Vf((L<|Zu?})z--NBj5bd%xg>;5EbPWC$s?6~e0Y`Y#1 zKmSORjHN)FzU-$@uTJ%C4%=kERCoQmH|F7D7NB6AP65|Ehk^5Jca;`j3dAzEv>=jGu<86FJ&2ftrtlRyo zqfMeX7Z?3VILgnGH(f;1EHQqD#yo>2omRP@KG|0H6+*wg{>+v$_r;Mp1x6@&)%mW z)xtF^zgEwAXf17~|>#y3sZM7nIMg*_+YSzppm4x~;-xEautaNKY3i;rFb;niQr9bU-Rbx{=8V4yM_Zp&DjI9C z&%M1yO|&TfPsv9J9slloTWYPa-&~oHcYBL;`9HpsQuRuad9!?WpoiG9 zM-$>UI?Q~wczE~lQN|*-tOORwKid;=DY7riyfWZcC9_X)WoaR z-&1C8ZphTa6+CIo%k3s62T!$8dm3+5ks0(Uccq{0+;d9Cwza}H@28vFaJgCUK3FHk zwX$$ay^hLxmt}hel?|?6$w}Z%_Y^RBe|TPO+3R~p(rd~+wF}M(@XZQ%?4D3BFa0+` zD_yRuGG(5+G%o2{ z9ifhjGlkbfOJ*(naF2V+1g3zT@Mp*OsP|5J$?-`eN$!-$6kV;9y*!s);(9bUzCGGE zcSGEUPo5%wPFY-7ZV?w`rzbH{E9u@J^K`u+=kpz}4&D%6CG22&Y;(E)-YE7jF)Jna zetmoWkGdkCj80zq*H2u}m^RK0y}N+lQH4XnA+22d?XT8439}TYuO<&P-p-sn-R}Eb zdxg38@2t6ZEWEh-7nhjL=Ektuub=doaFq51yUV7|-SmCWw8H_}Yah;u5kI(jW%ktl zM+160o+UVbS+cu1j=^uY^m(m(D^t$gvPHIOGMBQx3;6!#IDI8i^Y`*){HHgk^Yx0) zEIi%FEpFANCccSX`EJ0&@P>%0e=f5T7}(P{H8niu>?)1|GFvik%Vx_=N8GmHNu=Bn|61H9PCo# z`x7x;jyv)4qh}g7Hg9sg;*fv#jLxgHy~=H(cenRHsE_knlDDH^$+^1rmLo}KB6H6> z-THa8^1=1hk|8cL{1}9MazBNgzw^>#`+?G{b6;!RIp$LEWy&$(#f#^pEcbI+qvN@^ z^LtVQw{(>5^G9!;UU(debdcZC(=yk0-@avkRNl`K5}f)*XF|DmnV96n+c7^sADq1O zg0Sqzd}rsr4{~SD&bME&g6~dVqmy2N-|5y%PbxIZzuf)ZG|~HSz^9sxS!)&3t|~G$ z9tmvA%G`h6$RRd`otitem&yJ`>A`FcD!@EsU@>wio}E;*Jj9NeXE-5-Q}@r?hdwn%XaLHY?U|A z+Y!XiA7qwe2Zak4+d~nYh0a1DHv&2Z}QeQ8=wBf1Z`K&|@!E`o}UmE8gos94(7UJI3RKAbpq3)gYhv!V2d@Qbe zS@_kDJKfGF7&Rp<2%iuuwy!MXoY@n9dDXydZt3qQZfNXUuug>e)sh3!HLe2l-tRUk zs`k=Q*5CDw?ezEW9lfhxGE2x6AH34rb*H5vXCc#Mfevw@=vc*Di9)JyA~3yvsd)pW5Sd3ui>-%&QGQFBoV3d6A&bw-^uPRB_R~5@;jGS7^TM=}#-el2dlZ}`N=u7G#IDrtQeNo3 z__n&k%PZ^D`5tbL>5};xr>VVhTh#?Y=|3|b{@y3GrP8W#!e90c7nXc>n(8+xcfOhV z;s{&A-){3*R{nL`d{|rKE7SfT4K^!x@m-a5=;dl+nwZbls@k~0-04yY`!kQ}r@IoQ z3obIoMXjAPpVRPXu)~uZ94#9p6E!Yu(Ma38QR$|k)U*Xj^7n1RPdI3lsQK>MFaGAF zTf+_qMiCx?Cjv`-zMB77>gaUs^y}#viz}C<9nAe=A`-Yk;9<;O7oUX>5;NUj^IUJ} z@BS+6pqbAkp5M4Onrn%kVA98j@t0YJwRvBjj1m4fA$yl+;PQc`J8m;|KF9UI zKeD$Rgf1;8dwBqM?wr|q-MsD%@5|owV`}@mjB^v^ zI(Q@7R^3{E{PTgW0V{m+HD9-$lG0RoS@XQ_$BwrBH=K3~G}TRi&ZCf~T>ILi>f-M= zl9I6zGM=*;1oxawzp&xYp_FN@`*OG4za_M?-DWx)^Q6Vu8EbY#Gc0P@r)w8EPn{#{ z;rmJZn{~E1pL|<*E#mnV{n%%RSH2s-Lin z8!ufW@nX6Zcz+{he<0DAOjt z+y=Qi?g>VI&e|Bh9h@oogHs;GS zy`>gDUjE?DJOMt@`LSoeEH!g`_i5_+zXxZ%uI5hkJ~w&0!yT@vP5mESet*gLaFQ}P zUbttq!S1=&zISnNn6Y}h*59@Be${Xv$S|(!b!ZipDynPGNPFhm>uELZgQd7JU*wsL zKPR?b$k+xdj6Yt@mVSD z+heWs$y!ZO{Nf>*yE(htqUPnCIb+Efts}sE)cEPY)X?om-QEdQ`>)(CUbo5C_sMi& z&EWkfV;@9X{GIvOqW!yk_Kg@8|F_Lrb$t@tNt;yN7tbl!H`Q#vXET@G+`QlIE^)%$7>%4|O&Tw1lzcKemujB-@~qfTbMJS~td3rZ z{n32W)U6Ye|6QG(!2Cz!(}(x}RlYNb_*Bnl(fjgoYK*}fIH?QzM`BBz*!cA$_f6M}Exf&$nAz>Yf#pKDE8}kA**LLVuUG2(z8T zC!RHZ3*XN26k5u!u}N#zn>kO8e!G;@xuy8F+wS0ZoxUP{);IHYv`*OGxAJyrP}R%xgTux~L_WsqV?^(#xG%7EG7qcPM5(UTWR= zeSazPvCH1QmSc-YdXioI|HF?} z7XLBa!x;SA=$Em#r~8>TeQjpzj&C@n^G{>psyVu1WqyReBDvsMbuyq!AbLjA{z$%!jH_7&NlS}!E^>YD%upZd~f?K4v? zBo^?UVsAdI`~HX)+Y6=F^V{N9w;a4Fd`#&UYne{9M*YimBHy?}&R$J1a9WT$d!w*R z#U?$AWp&$g!!I5YX?T2RT2G1o{C~nBEDt9I3nxTQ$dUfgQN=!OgV8dcxNW~Tx<%}f zEp5HDa{X@h{fky`EikMTQj3#Gi*xPWCS4hF!TpM~qky;*|M`0&Q)8@^o@bw*_wc6W z_LJ*xO#Q##)=FewQ{wVfJg$dV?9^Scz~P8Y)J&t<*Z)k9-+lOIH`}@ioGa`uL}%;H zm+F})q&4wbKw_celhsQXmsjn&m;ZocOG3csWEBY>7r!&Ii%Vv$yMOyd>9mP6?=NNA z!ND+zF*xt`=iQGt*{l)aW8v5)H}hq+$L&K;?*$qb1sJRM&9^%$-coO3spla5NaD-J z$IpGHR*T<%Ji#nMaJzz$n)qxEo+)-^z1xD@f9>6oGJi@>u=p1bFX1IyFA1Kw;9$tR zq**)C>9ott|2CprN$WJlZ=LmyFuo~yONT3d(lf?KRh)faF6t=%<;gnMaMq0HbXAJs z8<}j)8_9pX)8wZyWQ0bo-T(H@SLHLOSG`v{mM~{S6mzT&*S*RA<8MCRexz31Ek^qF zi(`kji+<~$mY8&VyP-U{(7Gv0YCjpSzxz|^z#gr+8()?RO5Fb1;h(9}9Xc&hXzLrT zc!^LAr>na1Gw%59?zmU-*tPyJzv>p&4d0G>oEAQx$I2f4A;c&5W6K0dJK6VAAKGf0 zv(I-Plu}DrBKX_&g8IoRR>3+!@2^Z@kG@vbI{T*Jbg_GX_bbX8T$ z)Ayl*xiv?m2PDNo6~pZT}J<$1-P&rb@w-f`u9Zn>1e(FVi`>SHH1h>U6WTR<93L6}z-7l4Lj5 z^rh?TgwOJMHM#3}(s&on-gP)xlux{byJ}U__lNf;{k`D1b;AQj>7Z2xg;!SEvnr?y zNzT?So%CPPk?s4l98AalO z{fABqDK$xFW^KC=Ua;ii(k2_$zps=EJ@+2Wxpc`-eeYv7<1&RAGxBC9*z~d0A6zXp zQ)Rn~*gvkMr{ODoKkKeJ`2NA#J$fJc)8o$vuc>nTt2lLK!0olmh1i7@_Oir$xLzXJ z7Vhfzd&j%T`1R3pZe6Y6;c7C=mzTU#vFM4o-!{Sd(`2J&{_hg5--ApmoZopYc*bmh z`S5|-O`noK>Q7j6^RR(I!p&b^jdEMc?oRKq2z{}rC+?C!Tc2LZ{D{=04y!7;KO6cB zl^QJ!v6||uHfQa$Ghy2kAHRCkxjl*Xq^d(4u0zvEl6VJg$^Q%h>U z2W$EL7w`*6s`kIB-zh1tut*E(&yi}MbS0c#RQcPtOTCJ1`~2GW({*nWgpf@y>jr5dI_OvY2YgM~&E%AMb{%+;W=5 z@}Ii5RAz$m`I0k&c}4Sf-km<_omkE48HZH5H<|@AE;@Tj{NoG5E%{Az@A~Jh7ks(C zC)wiWHcQ9GV;jXipU!B#eBh{gOi#5yM33(DN6L)qYv0UFdm4XuSAg2?yLqeZO?Z4R zo%(HB{B5!C!aG+d1=jGdllqw-eT<1=6Z3klc@YpI=AjQ=(+_fTezf6!s1le~D6@Ome|xp8({x39UH#Tj%fXw^!6-z~mx z;e4j!>~n$~9~_Q!66BqGBXV=kXD`m}Ix~+xYMfZ4#V~z;VDp!UhYQPVdG^~bWnZ+S z`Q)s+tJCxnD`F-eyEL^>>eN}Q&UL1a++7PgH5aTnv94gX@QE+=%60x#`?ZA^JX~{e z&vB{HK9xD=If9BT99KQLwt@Xt)y47;F^7X0zVNNTt+q!h{dZ%uAJey;aR*lKt9p}g z@{?fjLes!r3+_!8hEoo6hAxXZ^3HkL&eH9%b$JtmKdJ1WWoVthH(TTR{;-`Vo!%GM z*(@t|V6&@mi(Ry#yfQ-jU3TKuu;R;CcU?ENsC@RTmvvuUpW&w`u4QL7PtIKE?e{h9 z6jS({{%>1vrOg!4Yfvn;b@^wtN~Ev(sFBOgZ@*^NiP%-qx6VA% z{a$o$PVq-wp4Zv_ai{m};CU=`dXCHdHF2d^*L`c+v6T65N76l-?Dp2Ox-3dNi2Brr0q73}=+0P^&{a_(6#WXN**&KG6C&!J?{a)e!I_BxD zIQHfnvy&H1UYN|L!P=X+AzplY0#~jq)!)IXvZhhy5Ob5s zt{pRHzLMX0RqS5=n$2G~1#AI5Fjz3AH1wKI>etUOvfbydl^ZO-mT zQg@uq>MstdpBQ{4cJ4*{mHo>vx=T#|-MP7YUAFtKzB4BA(XDeLKZ>)g{}g=S*OuG| zpRPvO9CLrWvq<5pRF7Qjwuem*{SN#vEsFYXw|Lo+?JbP|PX}LFr_^?Pg8qk?{GCTW z$Ml%S#<%6{c*sL0f4+q*y=Pv8N=C)00-QU#@p4~h7bbUw1$A4)VI?#24dA+7{kFTlc?aR-OnnXDr>g-55`0c6W=Hh9m zmhpa@?!UfF>ZJ5{d*iG(`azfPvp=tSv5IxV>Z^x#DB73)@;)f3n|bf?6`q}9`m1@? zm+w!yeB4U=^6|9kl9rRt-uq?x$EX>TT-(K^VXj}avW9s{T zx;9_b?{5D1XnJe+KiS6k_)a;!heu-qrKPtxilrA_<2B1_s?at1n7(~Z80#D7yT2wr zEeM^&ns9i&s$bh$CI*rHdKS}-@1NSb+wk8>bJgsIQVEs>rT8>~%!_xne%)x-sQscU z)#K+4hW#g=PjY8cFRk9-+QfhU_{2>jCr`43n6hZ>+;H`6gZUp*+dAJ>>likaM0;vm zXR^i~zkfQw=Rp%w=hbBg)@|RRSj)@*PB!6&JL7`be=AR}Eu5^cSp09*oLdra7-Qb$ zPrJNne!=|R*$ray%a%)U>`xFr`D21ZlC6!_(RFu>SI#cEq4mmAB|`Gs`{smQRSc#p zPkTo5^`5l<9A9+i?E5)2OB}bRPi_pbdn;;@)#EF?Gubzdv!?OHle*X&#d@C2Hx5lb zyKA#a?VI0M8opU+78q?|-K$V_o!RT(YsKS_{lhrc@YUR0=(zr`tJ{^#mrY*|aj7&P z42gSkQ_{0RXHLfZJ$%u{cGE5?x|No0p7wRY?zlBd_ng}fggs(?KIKAt%I}W{CSKT_ zaNuLt0oI?pBtNZ63}sQf+@YK^e@jaDz$|8J0Ti`?s3Cf0ke@ZuHmW6Teq(-zF){B!5z zS@p-u9ai|c-aNMGj>YDNz-GO;EoWq_6Ah;Kth%FPsF!>6?x}Y5d&dgZ8yY*SwJ(v5B-nj2Hywt1ck{h$>%G9(Hmi}fhrT{L-cUB^b zzCMARd{wzmrzC!nU(@j9F(c!O#l5GVc)ErkH(rywX5l)2XZ;^eSFhhJZx7Ct)T7|F5g z?!1gsexla@XLSAAYstM;prWCN!S2aM!G_89(-T6OnE1EfQ9S)z@MrskC7ecEb*fzM zI8VE<^ou?7o9kDK)#k=^x2+)8Ef}a%|gIhm4$9W5E^A zJ}j)6uBEy+s-Jc4rowGqlbhH$5?J%M{^|~p<5y7ow&bnaCyg}^x207JuXdU1`#I}D zQl!VK+3%lM{eQ7yU8)y`zxKi1 z6Na{*m)-jOAyRMQe*fB}@G~o`{%(+x{_L;VcWA*AwePI*$x1xU!Iu{WZG?pm=Gb=0`If@o?)&FOYwSE?{G5gkX zop0N-P8{zj<$tB+VG`-)(|L&9CNN6)Ov9WzpIRjIt_jwDeR==X{&|aM%eP(B|MAH^ zcCKbeedfXTxX$UvjBna4o65VhrnXUi{fbMC+8T1-v-B4GODqqGHw~VnbWMUWH=)?b zv}5IM-y#F!9S=nJPF){6b^W=co44Nm@Tw`{m_@1@wa$lX?Y_Qexdd}4yQbgO@*gGvjw}}gol^Eq<*Z@x@edbYKQojoL+*I+#-t#o z%Z2OQVwpo71Be&+ILn%@MzKMXS(8fullfrmOX>Vke&G58Mn^F8wq$6JA^TTfJ`2IW^yb=)hRxckMW&(&8h1xSUaZrIxSl`Zhm`kwB^NPXp{5wCn+8uwOLtgooPnaMWy>yef3`VXgE>C@V3 zv{h{HZ5Ho!-kVQoKd}(b5<6+=zwk%B^1Ws0k+C7yQ@a>K7tKC(Q(9g?HHrE9t-lj( zbd^Kx>Liu-M{KK1WKW9|XWq9q<%8z5sngb-;_p?^XxCi(ZUOHx&t1RQZ&2ql__bD; zf99TJbIXs`oR4jnvRf0*|1*9|+w8|H7hGY|WLW0?cDn`}>(v^?+#4cJZk;c$?cJ!V zr<0eexbKS0hI6|FUNY?4H}hPcb9mFa(!j508$04${tDRNt)KmHgCf_ZtNB0gzw29Y z-m37_=F^i5)`Wyy7P~7~<(*KrM50%^>usF9@?KWG$^ZYXxcgC9GWW_V_m{i6I?Nw4 zaIKP1c(^vU;nK5esfgD0-XlMw66V%v&zm@7mJ!#3vb_tgXJ?+By7PZS)eP-hKHU$V z?pp7o#`$*M|G;e%S6Y6OTX!ooMkoHuAwhT7>17;~52-EM*Os7F`e26L*3)y+?Q@Vdjz zqFZKq)7+lmnu$i+`qxeLKe>6qo3jcDU*k4u9cbNp-e87bx}fHbB|C09mM9-t;OKvX zZGT2W`15m%^BV0X*ZCF4E6taB@ipV%!<76BSH2aV_77_n{UFRWvWqW&7#mnl#oQUfVJS(4SAJJCZYrJsBBO%8+bz#|0y9*C5kUO@< znZ@me#>0EP>vhhVvzO;h4_DEYUn|BRrS-SP{K8Xqxogt4Qy%g09lrR-OFc7OD|c_R zbfVZVrKlGfOm|O&vaPm=cb?0%YtzZ+X|YBR=d28Jyt(nMz!cTb!TBnlB_0n-YIFpZ zbgt!3+<3OC@px9Irwreu8T%b9e_Vew_3RA|6Hmc-e&Ku1Y**hVG`mfwr>=0jj$swod$>o(E4-Tz+S*9{E+j{y5e!b{;|NFPYs*(8%wzEH4y>s2k*eso^Q~uA$<&izX zyY|8*tSXTix%!Y3y;mhI{MA9kFPkNb)1>^U+wg8%(9 zUUuZobk~T^; z5t&($FJWHt@{3Me_|wY0nH%n~I(@vs#Im$e@x+nWDOKl^)4P7izdE?~uVwG_t{JCV z?kMc}HuW}x#^u0!cp_Ma)XO$%e&lLJwH+^FFufY8mxL(sCG+3hP{N$#@-`-nX5V< zCHCfiG-mmton&)RMR<9a+^Pn>2W8vey?^!N$*R^FmOrL)-fmWBoTB^jcksD2i+(=S zH*dPy)WG`Yz~&|27X5X7xlT9T)@hF3y*A6%8g}hdtkc=2pI>|Gkc-EnovXZ3 z#53ER!!uqdiM`$%QS&a;Rn%v_t#jS%n9U+IeN7dv+O8^0MhM1EhE zyJ$}1*&_;^l}0w(9zM+K+?+9I|1l@QIo{i|jAc@$Eqisnqn+<)bN0H@mUM|X@9Jy6 z+kLxGUD?jGY*E1(e!UGp&-!zm|9vU)+50mWil@3baw|;{XLZ>x`DtF#qurOfjQ<}H zZ0E1bC=ff=7+mOZc(&SP@4NGD!%s!?afN-mJoA_F=|jyYdrgCl_ibAKnYJTVk@>c1nDSzdX?A%R3)7Z6)YbOf z*zK3+)p?@2`0rd*S$5{ImzQUDoNbRvW_~o=Q)oYH<>^QFmmGb^X_~-&=GemBCywk` zy0iG1u)$sd??Ws0gfDr(o%#D*)1248A2{uta5mwFiS>SdwuaOx-3e7$D%DL>-}9|m z^{xEI!jCs{7~;e9H@t3|U3GGrcGaBkIxCvhINzT)+1R3Mq7iUA{(X}1+mJi9P2Mwp zd%s;j!&qGR&;DaP_ZotKKeo7ND-~sw!kc+j+-w_f!`n-~UDG#NwaxR{_2$tI7P&v2 z31+MXJj?rkXwSL7?09-(bD#IZ%Qdy%JEZ=YTuNHY<#)?=tM;tZ$2bCtUL<{A_;mWY zj}JOMw8Re_VbP0t=KTGSx@~Fv#5o6dt1IoTiOKEW+x~lPFZZQ3Gp;V7UmVH888hFj zh^)Vnz<61kOV~{1a=MvFh0Rab+8uoBSMqL&*y~=CE6jG!=ul+bhP$OMW)JEv->NtH za(8rW*fQz*y5onmU1s$xoX(_Pc(1g7wU5}@ z3xPA5*ILd0qcJgb%CxZT>%V^AT+Y4ob%cqd#;jSBGp4qFUdVXhr*L23{w0mMTSewh z5Y|3=_reO7f+tgTe-{4|-hA04q`2ai(6-T9bsUVhJ5 zVtrqGCi_yM!gp@f9}^GUv9>(;)xA(bT{nku`r_4*tFr${lm@P}@X9#*YR&eO2Ojhr zJhYJLJ#Y&FZ_w0v(a*q$jiL=&x?k!p%wCCH$gMn#j)4$iqSC(!SKZXU{Za(A6$i!Bsm=vJdV|L&0#x_Tmb+$h0H~&U9rBnv5 zd&M2FGj-duvj0o1gtS@Y9ZY7&A64&@Q7|+O;Xb045EPt!ZuYSa>h8rH{zt6ET`H?v zEmIbp=h|}KE#Har8}Dr95O+t{xJN&0CMdl=YnU+Y!Sp%W3n$13xPEPVdgSSZC$-LJ zciY_Zon6Ky^Um`_-KCnUruu!y?kr#SFvmJ%u^H1sE$OLd%Nx~IozMCFtiEV8Z|%Ls z?E;5(JV`zKXzmn4^B1kpe*DOi+{ie2wbewc^1FH4?%%vR>G9cqzeheH@oQ|SrWw56 zcuoHPq$|6E{VrU3&Ogmx@3q{%ZewWwhUP$1OFR&e{BEdRdxrFF$OWfXh*@i%ebf z^n3obREW8hWJFv~VlF6ss^Swq`I2l5*Wv?V^JT^2)mb7w+C5cYpts(=ZvCUOnVKDC zu0OwtFZsp5)Ru5*YftI_zd0**E_tM^<~HZ>q9gLl%cOb4?(-U*6MWI>*sy=2{H1&B zV%1^K_WAa=A2R*u?e?Jm*=qT>n{|(uxJLe(IkUrOPrh=&$J|M;9=(qb|LEEww{Z7C z6MNNydw(;dck9(H_lrF#(EM)olm06YCMS6u7v9RpEc@59&G1|J54(G!xBLWdH=EWl zvT1JJ#2|O{m;2t5Ki-jR7xOt>jMiQFIgUH1s_S=X+QZG}D*v5rx73Pv^X|B%kkS(2 z%=Lt?IZQ|6Z+5-wx|^kM^*%;8nG{U_v61Wcrf=)Bt*a%s@fzfb7Q1|RwQqN4+t8V- zT*kPV(`BCUzZvTskHwvRr(m#oSM|38ovif= z^-3LBz2hp@`dGmpIognEy1iWufJy zv!x{rtv)Xl^K_4ttw~|{zI0LMCgWYZ1vhT~q-7HMqdzA}>R8PM*KPCGNKID$@hH;3 z{-|H~tcM3wXTK^^OE0JmvOSXG#^$Q8_Fl?kMru*_O}%f4ALSR8mN1y@`m&CBhw$p( zKV=REE^?Xr>RX#XlauW?{kKP2&#ww$XgGh+OMd#9^fS^XI%^M?UVG$yq`2G7Z>hQY zOD~;QS|75G8D28@q17^9;Ln<#I1|S&&-%Y*GM~9@cQrm_UDoOZ&!|mvXFb@+E8ul} zm+AM1(2rg2%|oda3Bm4}&pwpQOM2>O$I`#PS||K()ok4*n-859HvR1%ZE?_X@vW@P{t5B+ zcOr9HfAJgoem9W2QskFl`(SGDbmNx_38%u@%o+W39piKC(&~0UNl5Xz_ha35Mor^L z;Z2pxT$%N!MtB>HAygX-3(D5uXd8P(l!t}o7eU1?sl=(6(1(6npG6Wb0kXbUWx zzjdG2-h)a}`=1`X#=6+$>a;jl@u{01Nf+F&-gLkCqivXph-ALT+<ID`244Vb@q(NosIkzJ8paye4WyFs9JA#Z|>K0=3cLfc6WRdmxcXY zsgU{Vfw8jaEE~o}Q(op@anMd|Km1!LQbjiA)JpMCwU3JTT!5a1)rNvL4SpAqPc$WLt3(db?-b%ZV+<6;d_WtW~S!V^!>F+PG z+Q-da^KRp_)|gcf`yTFTpITP@;|&kLbPfXrC^q$mO8; zO7YKwj7=x^K6gv}>9Eb8ec6(aMZEEHg@Wz!=R~J0OIl-cIB8$G)Pm3RcO1I<;UarQ zf|cr4=ciH2`nj16@2$G#=zm}b`|+CPd>5mqRlQ5T#k;$L)$I4o-KFh^JtBT>;#jli zU~djfjq244Lc69_)fHrk9dBWpVP6!@(7|zRt9rWY4fWDATMkyM!_z0Xn;OqhJ7#=S z*Sqa`XSR-5*YbNSqGgxAb7_8bzUa1Dox`8L-wVWc&ZH|mB=^pCV^cW=AX;dpK9E0vTp*=rs?H~;$I z&r#yK;iU7-N8|Q!?!LL|P}Cr5oK;#om8jFERT;XGLw3 z-{$vI4HMMjcnm)V3wR5leKyfW*@UWbz2 zXJ4-bzQ~ASd6d`m@EtX}x8Jhn) zUO@1pncUKpZ)?|VO(?u5az}R2to*6}ZU|q`tK7H$wM|yd{TGdryPmVpp7cR>eX8km zugh}mOFD#ZUiJOwsP(hw{^i4uUmjg?BzyX6hrpS_|FvUT^{?G{Cj76LuXT&ZtAmUa zpKe$ckn9w*HdW;5foo@to=uJ_d>FGZ&zR}|Ux{VwHrC(bIp;K!*>HFHyV$__pLc|< zEY$MUEts<5w~hbPpQqJivW(W=-uox_jnaAUX^+*)F3Wui-{UY(vo__o-OLU7TUNEy z*Uj2*-so|4ZXTzxZR$g}9lgfaTljaaP*CRRQN6!X|0wUNvTVk;d-fLGv{QRJ#ZUjV z_mY*T`VSpmYsBrVtp8tR$@JTWD%1C*h#kD}wrtarzw^Iu&wRdGi}Un`*25EDY$+;T z!o4O)aoIQhXE%4IZca5)$eTH9yQIXcUzO!I`weGnpE)688oySjQqyDEv#)VR=Bd3i zt>1=!x3UrUkmmZlz0=Rg(@=iavV&g_xw$$BR-Ik>UXL~K#(HK?*L|gr^w-Rv>Q-P= zTK(%};jX5tQp1A1V zw0$Xs8JP}|Et70y=5{a~mbrGOdRju8cf#8>m!`4g@3m!ma%k_?S#L5tN;h;y6lSk} zufXBTUptfawT;PzpWn~^?^&g|@aXexCeJq;JzZsfAmw52nMq22ehFI|X6{ebpHk;o ztWr^3)-Jl##!~1c@AJ)kxAi3Z-a2eCk%|4#!`u1nV!X-xj^Fwziqrmlz4?~s*h{0G zKlZ6U`Q*KCK}4_YrI0zt?QixAH6}Nm;Q8>R+Megzn*Q_;c_(xK^9l3r|LgR{)ak#^ zvDXIM(h7sGCcmn8uQGX4|2{6i>uh1X;NzU9YCR`*h!-B7wl}n|b6RvP8@Gtb8IOYX z|2Nxo_;@T`fNuT&Xs%=#{zaaBu+3_XiSLtcfX)4*JE94U3(@cnJzqFV|L~-!^--3 z=XK8eHY}IkHbrI8>=$*8-=@vaQp(=@B;tZ*^YUqBA)-6(d|az4{3XZAsAKit3t?>O zyak-)nfYDrnvT)c2?1GoD}ygEUJIDxHU0SwR*8e1bI&iEwRru-i!F9(wuXnFNzPoC z?b$B)us`F>&hsZ$PhApfpUyX@iY?9QMbvYqqjA%-Jl~!B=&_&;6|r@aZ*H9B@ojF+9bJpAjaB8T;5qGcft@%yb@ z++vL1&xzd|xK1y3Y2wZ4X@PD0UG^`x?zn%=>`<=S6vN|TimUV;^i>Qem@%wAGTYeg zotc+_UtWsiGAZ3Jr*4QX5qLg3DMx3rXT7;$|MAG=x*J&ut86YC8ALyp_^?;YZub3n zg*m_6bW0b1e=7fh`;61fj7x0mnZNlLXwSSJ&U#9RTS8f?_Q0$f3(F|KU6=kkz4p4H zn04dEw6%|=&RqJLY4tVcT^FPAfrFcFpFb({>f0U1Cr(z}s?Ne(VHPR62iRWb$4EH} z76<=I+T}R^Yvbq;c~k;eR*`DxZR5@-UlX0@Ogdf zlRq;p=DdR8ov#OHJm%QQZ~XIw{^FA%b*5UffseGjCv&SF(E4CxA6+E&7=#>~I{kAf4flr2pABz&XHZJyd6?L!8pLM*~g zs@J33(w8{1XD{$deD>BaDpxE=tmmY~wmWr+9@Ews__Qm$&bEDdVM3`Xn?fZ=Yys!@ zsVB9W6>sf%u;l{>OXVd?MXMcBv4P^nUg>qp8`5&lMHnfZahqIU#jm#Mo}DPOnNs$e zgKxRdHfQc)-rRIxv9*$0x4_ceWpe+VN-xWtowdPEOuk8x`%9~XnDtHTJ&cC}{M5PM zYTuPw&&s^-Xz!vMOSKNzcW+qe)8MCG*S5&b|A$0cV}5gP9mB=%!uK-Hwaz|Rc&qBr zgG=sq1x(iqR{rmN;rYPl<8<}QmUb4|UVp33?J4n?B9xfbrYHW)KjKsSyxj7ofh}jZ zUw=M%vsPB#w1mFI`ik$L-ff>e-LH<_OYrxqnO_(W7VT4sejw_4OxbsB$*qu@*LvxN zhc3*%yVPLL^YCvARIV+ow{d=Ttysh_zi5Jvl+DL__ZdlAtnI6fW{Tzfirej`wdVS{ zv)kV8Q80YEbMBm_Jew5vWR*PrdMjx6n(3k|95;&`UDtPR*O_l`CuuL<#x~{lv0|2T z(J$O~QL+ydc9n-~_HT+}c(duRpToU_{i}bjZM-!nb9H40t7+zMy_`5_kI7EQ%HtUC zS;?Q@T3?m)#%QkWlV{5Vy!Z4U@Ypu_qmb@p^Y&R&K>lJG+((;2l*%$GeDT-a_NYqPv{=EKCo=tbW;8TfZhlz8iTH#y$p+`8Vj zn(BRZp*wc=%j|l`6uey6HRbz@UDK{9)!jaG({q2H(De45HC$^l9dy>|sHGoPk~83X zGDrP{>x-K&n+nQLRyxnko3bKds?es13~uh>RZqDOJiX<}CuyFyq_gDss^3d?am>0Y zXFBcuZ>wDl-)7!Y^I6m#eC8=1%fs4T%F8(%JzV@3mgxvRzI9n}w&qk*v6!o~-!KMU znR?@Oq5X!B-#6AjbkEghn)t|cNwu+R{2%+`r}N%EPiX3He{~`@^uYHUqQPgBe%-46 z|7_#aMlH5@7mj0B4u(8qKX9VS{+?dow+c3m_gB3C{Pq_LU6^@WhFy9K-*H)ur_&x! zww$|u!^56%^)~seH(PhgYie+x(8!rnKKTHz+oDe=f)8A@nD%79e}u#FH_a&_+C>%X zoFvpvDFjX2-FJWK_4@s_+(jSnwA6fH5IOUHLwS+zyPr%(e|y{XI28Y;T;lnqrsr{+ zQ#Aakj91{1kG2k(7IwaQ-_^@i7T=a*njI+goT|8nr}^ln@IU30WeuIv%s(_24dQP63)PYVdvKTEH=WbS7=F~}+Px$?z{34OvB&gmu3@8z7ga;K*3$)v`w{d4x3-kP{P+mC^9OM*Bha`QpgPFg0L{id=WLdmduoZ^;`F~aCN|CXws+Yl^P=XYWz0jx3+MI< zHRSlDW zy_#72%5_PF>y3xD%9Cn}qHizg`VzR#RbS!8COfwB?8(-TGZyYhWD;mp?K*z-eA`sv z+KIB-S(DlHlusOHUMyK@WF$KV$x8`|_EPb9k?H^LqI^f$-Vk@kC#P6Zg~Pv?L}ySDVv*%4`K=%FpC1mg@_CY}c4yaY0@0&3yjLa}5{e zuB%H6DB7eZ=h1S-&9!HZ{c`hb$ulF*$DTA&SAH;c^YKNoY*tM9=k{`lrLDdGBsKVO zQ1R23H-!a+(|=ujp4_Jsvz~ihX{Ns8nwdK`Mq9S{GB8}2OPd{UEN}xh|@6nOSeIusZY;eBT%~C<3|Jhmd zQ*RZOjf&LfX0DJuedfxNZ5e-pYwq{|+IL8z=j^Ub(M5Z5vcKB&%++!6VS3ei_K2lR z^0o==dzQ?d+;ejKw5d+8JyQ1>7tTeNcO5k@0NyGgm9uSHkk?3HSBuonDpye7f_5o<8SH z_vb}VSXSL>v6(_+4y%BzG8Qm#nwG>Kj~ z|K+-C%f83T;l=Z&e_eQImfp!9x?wAoGMeNnmQ1^lprv>6q2WiKs+#_HY2^~jwh5k4 z+QXPp>~LhmFEc^*ciVp`tv`P zf4t}!5x@V&g%>~W7cI9tRBg_3d9BLEFKVAtW6I|5ONe5eo*i_u-N1*}kMl7v_r`VS zc|1z&H}1T*>Uf4+vvOOOV$Zc1mt><^qMyp1 zWj}Q8Rr)iof+_tU6JK27dMmQ#c>TWvIg*RmJnml3eRE&x<+gY3`;r;9sPmn)`FH8T zy*V%UaxixLzy4c)adw%&qQJ9jHufHNWBYwD|Lb>yzHGi#FYhwVcS+UTWw>h7o8Q7Q zE3a=c-Tgv%!O9<>cb>F(a_L#!^*_;(^DpXEtkE=77T+IJ9h}fq6TkP-n$-#I`}q~$ zcVF^k*r>c-Ls#>($da0Pop6qZE&Kg$6k1wjCw$317KV06ch6n2_t!hYj>hzD8Ll18&U5@!w*OwH zSHR^sPkB234oBa+vmb7FbHK*Dgiq8UuKcl=L$GUVS@?Ie{c#qO26s=x^HR%VyQhC+VfR#v#Ow|{23e)midE!kyyxwmtw*wW=QZ^z4vUwrdcqv=JE zz3&E#00u^f&*v1^^RB*U!<=YxWyOSr6{ffPkCiZroa&e^aWqI}kFKF>>?~6W;q+LB zX#z1;dHk9z>${@b+&+sax0*CLD5)Cc|2U`qjcq5(Bks2`CsH~@CyJyP&W;h}zp=U5 zAo7bydHa<&e60t=TYfBv&pFw)V)6uTPt9A(MOPVFpRDax|9GO$c1BI{x$r|j4{f~h z!;|xJ>#42F&T1V|RsL}NbmyV&S2dTHyDvK@D4%h+O!>HMd`0D4r(uYzu_|DC#&DXMaLottsG+Pln;PAp50EjoIoYhCb%swwNA8^?uwZ?!R7 z-f?`TzxGcRspSjGD$12^HMuK4eR9~~x7(BZ?icp!cd9vmW&N0Va8AO^rq)A8-Q{=w z;V(Pc&+U=+|Afc0FZXidIb7MxcxzT3$>5ITzkiumRr7S!hv2MRxBtkryPq*uv<%^z zT0fyKv^yy1i|mV!eQl@o)hZ;lefMn25!Y7#ui!d0(cm8MoPMh-KP>95+n3w9HY-co zNiAJ}*vQ~D4^t%LE7s_J`7LE{HOey`*1aey+^@%W=tPfb%z<8~7sr>ba9R+<5%5(} zIV~w@`h$hbq}RWeJsR$$HQo4uY5S38IZJWPz^6}EJMN$MaBjvk`6~UQ0{2<#TemJP z{``NL@o#e_=EG8bZMV+}m+3wHkQ1czYmKbrKHaDOch72lS^MSU*JaUeH#eP#R(QYK z*+_Pkjr%jTGDCrHoU(5?eoed0`I|@KM2-As-}gNK{@(-|}~w3E@niK8HEX zNKJ`ZBm3>`{FxsD?snd?UC)<%HUAk?-;B^R*H&nkU24=0l%0L>QB{@BYDt@OA0v{^ z?W>HC&SbdYko7jU#VV}1;Qef0xsS8*)k?0OTD)KBV$H0UR&KjrIVnFm3Vn|pILG`V zVC~e0wPy3AZXZyu%JK_gf2dMaBi0yjrC+Gnl~A>q5I?a?&0|&6Q8l? zU_;TK^<2|K7P0mibiWdGdb9X=E*Im~`EqA89WVc@R0>#`JNn6qW8H<#iuRj!YE^U5DuTv&V1UF>Yf8ET*-nHmT{%7S_M|0Oc&&VY>EAnc`)0(2 z^fObQu4rA|_0@vqt+(vM^JM{1594=E@Q^)n`JdObBIEbl%r`y@_L-CU|7qfX`^7%z z*Bm@-aa-{AjHJEASv&dFKEL>UpKlfW*~ftlH#bidUv+VHokY#bxie1u3^Bg7t*rad z%X=1AmgY};%Y12qLwmTKvc!G=r!7}zs4QhYkagvL`PymMmR|nwzTxq$mYA?PulE;r z8~uD#EO2|S(UU9j#^0`A=biV$Mnm~yo0-%5c_PR3r`)+z@i@--!=s}oX0;a7T&iDn zC}d^+jDIa}H#RdQa+aMtnb?@;JE!um+LP)VyE{bo{NEq8G4n>xvkM<9P49d%n=$jf zBnJ=YonIbCbzZ_Py{}GOnqGct?W8?UJ2WND|K7Vj|Jxbe@`l99@v ztUkRkXMc59$`z4QmY!!*Srb3_FkS21_o{QnwNpGI>ff??0&i_R$sP7`P3`+5ii(nr z(U;RD&K!6;@^}4kNI6uq)8~BM8tw|m z30uSO1&RkB%YLlAlzqQz?TL4do;ljR68*lu>gt{+Czn=xIDB5Y)R0NzwUlAhX+}TZ zZw&R^UF&8o`#UfAxzdxCjm3{8>muS$u|?I}6^VA4H2gltX}5Kw_Kwg)-g8g?x)Z(LII`bV7Tgx1db$sd30zbNuJ zcdkDF#f~j8en&U8#D2TxkddyrYvF4%%S0od8{1iTT7Pa|`@To8z=GwK+6*@tuEe-v z=?4aWi;hq5ITiB#=*Hy@c@O0^%3{M8+Pv;|Ji#!3lfU=>$o#caPM%EOQY~^g$>Ud3 z?()5lX3tbU|3EzO>6|UnGv^*kYBKMwi|bSWlDwnH^{v6ZvwuU3>u>jbs&$MIh-j#P z*-#tD@tkwg)|=}k7p^(A>Kw24EGD6OZ@z~pw5smxnbkAl@BZI&ylkVl>Tp6^Re#oqWdmtS$?j(wy(C2zan^R`%t@4|5IL z*{3|%+@P_u*KY4|`PVDd<7U0%Ik94CSiR1?Nve+>L-mTwGC$3HFSLBh8T02d2cE34 z>K1=};lzWB3syL8n^-T~&B*k2nw;hNx3c?%di0pC1@NCP+;V4)MvX<&KR@@M4Ltik zo2E`F-_&3r`97IlXOY+YlL;1K?t=5}4+uY-%lUos1i!s@Pqy{mRr;XBzMpq)+2hI> zz0M}hISZoSyRpAm_T>93vAgn}w=aIk;WD`tv$!Mr-hm%G__^}q|5+-%xbV86ckavD zNjm@f?Jx5``L$1aN0Svpq5Ptq9Y-W$45~I7@=Ee2XNP2VYH@~JZol_%b9$c1ja=8d zTl?2B)Yd6{i8@XL-|K$zQvsG@e-Mk?mOPzcuLPaFjzYCPR@&;OozVJp|~sJlyFp854s)uSbmIn->c>DChO#oiLR zv(^9WevgqfI{oC+)6PeNdg<#8xUxN1cAZ$wesJfMzw1{`F!+1)m$HVI%G##VGm-0? zr}*tY^XHM|JI#xE!Cw?*Uy5H?tGvnc9m6u^^o?^jU;j7b#&yRd^F7zx&R$g!u)S_h z&|h);*~Oui{Ld~%TSa;EFLOAMquX$$et$|Vzo@Hw0N0iDHj!P+cy%OdjV;UHqES^M(8L9Z9B z$^5avyJc$jEY?=z(=GM4YxbQ;iIUrtz1w#3oGA-VmCif1BVJu6gz=d9`B$Gx&Mxb9 zZkScH#>x4+Kyx6wNAHI>?V*zu2D zQ8{WooW^^0ojThw>vzY0fqBfjQ-l791=NIT{eKkkpngl0Lz?M<$wrNn9-NMMEB;yD zoo4t^_40~aer9)^ZLd$fJeARTTXv;o{>fhjPs=wlZCqt`sWLfrfoRmb118*?7o9x7 zlffGwwJ%q^MgQCOBx$Zb2A&B&j0=q>^KrR`MvEElcT$r+`$T`fo6`JN?p~rGv-bH_!Jx(~vU09{v5Rg<{R(W#tpBIGT=KDNa>I{Bv8yVD zy^Usd?NklZI>4ak8mb9~ivbS=Suj znD>vB@8L`4`SU(=?#Ve7e70q^i{12y3zM{_e_Q8aqhjpXpmg)WOx@c7?iTFtUMkuL zCRTa*o=7~tME1ku-3#5`O;L^AVAkk2amJ^q3+HDRbuV9Vf}giY-P7sBMfa!8to1g1 z{%5QT{L4SbJpJA}Cs*Q6{QA4svdv5C_!E|=#9REk(r{+>)xX=G_evfOGHfvQ^RfH! zKKhM)&}WJFUrrtmVQ??E(CrL-<@8)~#ik!ybQZMr9$g~sBf$Fbp3{rtRh!g~*w_lm zDRui_v)?GaDQwx|j$PV0e$1-d*kd_8ESE`sZV{Wjz~rh}fLkBimc*T3C+W^tpRp?U zSAVv{^5@-hcl&r#Mc5k}ckJ2rZ0be<|AbDaMU1ZY8$V{-whGP?&c3mZWA)?nwG&RS zc)KX}HrGzhr1LjoHgNB+d&}h(yZnuCOwUx|{Dl^7e5nh3%lU5#U$}UfEojNh6%2ce zv@LHMemik(^#+f*Yh@}!n3qNK=hZ)BoBXA7=i|9rvDpHPGCzjR|GFr>`M~KCFIJ|F zPi}Ks&GqaEWxl=3^tF82qvqmP&B(21q{7ZQ&F!`M$6NgR^+K-=Kb6-pu}loSxc51C z&n3^y`vI%9Ijq_j&!4~6^1If)%H!HsRvkVdy6%wTnp0=~Mx|A=$3lU1>Kk>^4(7?qcI%o19LRk9aQ+VW!>z}4mKi*Hmg{j!+T(s;?L|Jn z<9puEXME50-T%TFsgkP9Rk`!K?y^|CeItDMUxv%cKl>;4cm7#;sQ!QNo-!sUOW*8I zbC{UEcey>E5~^5I{d3v$V~3vCt!%8#%h;hm`BB30d%4jZ2LsEDrqt>F&N7?)q_=6} zQ@^#-bJaUGB{ePIGdc9)1!ZHYg|j?NLVabIsq*iubvN|@K{TduuzPV;Lc z)^8Kb|ejmD{j-VRg>&VKzX^-7M5dYWBrJ^EQ7ygi zY5$VSMN61}3vH>iIFr1nL*=1=$78Nn?$;PRH}N^&*wf9h?WW%HgP*Uoi+-HtdR)V^ zak7Zggolf{Z}W=V)UfPf`h5PF?=-c=k`hmk+Xnw?^0;8%v$;s;JtzB>!d`QO)1a1 z?kxZ7d=mFhemL`-xK3f;x4j!wG;A-4FgP)&6z1_pOL$pKtL6n$*QG zTCD3SzZJmAvZ$QzF2kpq>8@(-?~U~KSHBN(>~Xf;$USdG(7)<5(LH`gf*vf0d)9Y# z%Y~>Fo`p#>q&Ys`-J$MTYG=1&Qm)5}b$9N+ymN2ygW8^uec3$>;uH3XmzvdXsIoFp zYA%1;b(A@G&VLj809I86o(Tt@s(0(#PB*QsT7IBx5wrZmewRlzTaVW7&pR#RT$ra? zm|s->cFrj;)9YKe%Xj~CpO@Mq3Tc1gMl14^g8L+2PKakbx8T>7X%1JG%iO;H((p#qoi>RipDWG( zE`Il^4C^&k*ZVl-|}kax#@BlC%GSSNTt*V z>)0-x&;0wJwZwC^)V%@nn^qt6Qe*XRHNV>)#-6=jVuh^hJe}SJg}lZ_^|6zKpKbYW z@^X^f)wdV!J)M%Za9;hq%6Q?!{|{x@rajvJjkR(4oHn6Uzb9|x1b>Kp&Dd9aa`Io# zi5rflJMTT($m{&dO1oy2n_-<%x_j??!}j@a_NmI(>#vY@4Y+oyu(svxC6m%D&GJbG z8`Jr-4zD`7K%(2%Gm$spj>ImFW%u6CZ=d;^`Q)7w-=9zWVpOWgYb9Rt#CP`fgOLR> z-wj&pmp00?ADeb;@zwZ0M;2OkTPJ06FiGfTcCUE6_|Jl+`+vHfGU3b7jtakG=N>;l z$-dwA)r;gykIeo29>fS;Iy1{GzO>G1ZKUGANH&fX=5z+p>GO}KDwG~;%9(Y2%j`nA zPhlrbL$(WLhn3%&R95ln&HWP@QY*M0EERPVI&jc+;`F4$yk`@0GgjTXQF8vt=I%Uo zuBj8Qy*DX-?B9}cut({g+?9kvjXh48`_@LDJo#lxv;3?` z70<$XMSpG7HTCEAGO_=99CB=$>Mm=h_M|C&;?mybr5(yX7P2c&1>a}AY%hDKB{u$` z@0%6>+LU}%|C=2xdBA8G!NH-unuTeuZmmL;%GWOwxYlfLZ~pup^U4OPd+_Uu7ihU<7&S}4nvD|ggZOdiH!i&5$r@i_Xx^hZ=w{)2ly4+ecSiaQS)qH4~n{*fOEuB04YeMvre2&h8Vi`W_y3!#Th8bGv%3P&uC++(a{=9s}&f@5g1@_X9 z8&$lvx-v@K&QkI%Y~DNdU--|>cRz)+Fe?fr+HZWl*nJbTrNH6aR?Gh#EjW0MLGzEY z>MiryK#Q0O(nmJ8crJaLH@$_`d*ZwgRch0gR$O#Hu-z!&`_l%s=VatpS~ZL_AN>F{kQUvhu}OVqkSa@-o0#HdOUek z?x(`(D$@1OS3ovw;gByYwtG{Y&Lv%anI{`iLI(>+Fk6r=2!29%naLk z@X_qIV&PXr9<4U`xysLJzmL-v$y<6;D>U{@-}qz-^ZEeh>bI$pYYZmI<)yr?jq5W_ z+9gZKYlsalC43rcvpTES|XtwdU!|s>PP--lw8DHneyy6 z$O(P=#~@6$?NFz=g7cKgmo1|fu_+rz z?C^gtcH;hwwK-Roe%sDlGn+GV+xmWOVLw5Mn#jyP(~bw{($tM+T>R?eG{0tAn^m}J zp{JQuF*z-#``JZ$ z$rYK*XorWv^IyB4a67pEL)6hP?R%ejYeyF_9v8XV^X%c4kfflkuDw6Lc||^B6!2;7 z&4^q+arZ3a=NmOoRUDYr$&+yBUwuXCgo9Z(BGcCvyyto8+|a*e;`_GgFFMYrO{>w| zD&={6`I)YeZwoK9rSbWdCI>mc{%sJph2zcABe~TgeX}lK-+k+-kNu9o?4J>7`tNgh zKHstazh52abGE$XD@XsGYPjDAH2n^x7cSz0~IwD{4@ z@G;B#-P^vUd`mp$={dGUb7b66EqEC1S}@l!wSVhG_Bm2+Y(J%6skUhD_$9VF!*W(& z;KLt_r*BHzt}K;v%kbR%{RW4g?%BruIc&w9Hs9Aqlb5XQOc$6hqN(s;qoz_*j*`4b zJp0DRIcHiH{I(JdQ8l`td}T4a+^Y5ae_Y|3GO;4KZ?T}n>!7-A;RkmcY1!;r>iqGn zZmRo=_VUI3i?=HjsT6(ud~%7U`!B{N{RL+H$LDf4_h(RpM_?UbrT^(HF}ZV0~qskAA& ze1_})8&_X>+}ZW=a*|Tj^ck99ZzjXSeL<0I-9@)#?YMYy2;o`CNy78jb z@A#)Bxw}lfvj3zDmrBRO68`?+lh<F04 zUg^?kkj;GDb;3t>foRCi2XFZ2>pVPQ9-}ff)b>DysK~F)mDg0~9ye2#lRK;}>6P_+ zL%I9JsS7S{5l(r1=u1%EO}C?eYPPNGU}ATd|KP67>0dPQX_edunW&nx$HM;3Wh?Xw zRmqs#s6NAE#ipFQx36!Urpc>YcwP5j&Z$(M$`ZT&%%Ayb_sq##S9a{*5c}x3-_L!$6U}_Yilcp2@GdiDJ$?DD#De>W ziZ-2huzPY-@6_v;cf}LG7|%7{=%;*Pm!*15fU}!sHT(18o@qC3g>>JyU$y&Y_vdP@ ztX~g}+IRKOlMlVXBCGn)v^h~A#HG-5yNl1|uEzT-O+)tYOylfaS!6c-m#WAdErkzf zm$o@aWTlCDtZZ9neLCjukxja@X1>wtde!fg8q>M&dSTRDu4Beu3)9-7f28DHW}izIA9WmKVwmr7RvZ_*&AMGTk3Xtp9%tJBci+9%e6d;|a(Bo5KS_(t zxI1{Q^^FgzWWKOG!6FqKUMzI5^?mV)zx=oDY&4_WHl9ws+bvuc>{qt;NXuubm8bdl zzJC*bt7B%sY>zg%f)uuCcbcQWGqN7%nbLRZPgz%KPMFvd0k(}^y=(8kPqhx_N#VZT z@beRY6W zZdI?DnR~6^(uTiY&p9KimTfmXdhlOG4*$B!gqX^&`~G?K99nXwe*N<~8~$C-vv_Uq zrP*FJcgv2Wi#Z-{*(PLmr+6bF__Y!HoC($q%#&B9)zo+2 zXHM9wX*R#>|Er39E>dRcQRN$S?tI&J^qz|r!|V7jP9l-JR-313|GgS4admNQO@cLdXm4|87=H>$X%vSdY&oXi!^ z$$16m88`3KJ=j&^qo&W&UvH-Q|MM;mo>N}ARex)wA1GujW!`Ej#n`iQ9`n^rlf&+H zGm7@si10t`>{!CR_@mn~yXRA6Up!@%yAz?bmtE%d6WPQ4`xorjw{2s2vfxeWGX-Jy z`HI!6b*=X2f7E4^Ih(z_PUrcdo3G8(J>F&*%xiH9efg2);lDG9ZEHLp#rGZlS1fJ& z|Jt|jK5`2t1UF474!Hj3|IeTuUY80JI}E-kUOpzs{N~R!{d@nyp3b<_cV<@p?(kz1 z?8}y$Wt0>(2N!%V;co0#ZV>vh=Uy_?{Q9G^YZzvTibJV{p?jOV)FQ{NOCcP66#)seldA2ZJX&b-Tb zz))PnzxZ~c&}vWqwRb*qOwKlHxgzmnxA0f-8SgBwh&vwsuw?6|*)RSSgo+rS$vM}R zvAf%?I^xR0Yy51!r|df`gcr|k_$zO=v~!9*+ugU%?;EUt(6meW%)Vc|+)M4V!}R9| z-rTce<(aka?E&ef-^JH)-pZVLR`pMo-9GMJGma@<%j4i|?R`G&zEru?vGU#DJ-yOT z%Kts08&J}o9vvxib}d6j&dkW^?-H{&aF}!85Oj%@m^z0Wi zmYGxUO_H1Q+)c6K={u2*4Kp{Yib^j$yU12l>Y9YLSDo35UD9i+~n@( ziTo1AhF3Eu=p*Cq0_)W=H)K}_E(+fPSu?F+~uWLLFVd7 z*#?QfELy_S=AX&^cWUbXuzz#AHVMZ(4)J@Ga#(8)bIpy0E9Id)t=5IbGWXb+RAeV4 zG``z9sV7oRBuVag%hF4KPkqUCideJmZ$7`h4CBhF3&i*rR;46q9EyIrMR!I=&gC77 zci3(6cfH>+v1@)={M<6zUc)a9^Gaj=Q|kV@rLj2~@z?*!=KuF}dbz-j>3>oeGNoJ! z`rjp>X}C~lwI`p$(&;ks@40TaderGJW2>s{QonY2!PeappSbwB4sSEz4q~kPn5Ual zvbZB6uXxtJ_b%xhXQveZYrm$Tc1xV0@cX`LETJ@W-9>3YWV5Z=v+YJ%td&*y)ah&6L=w{LZq4sC4 z!a{GEVwWiQ>27<jKZxiZezY?|1Zt>^qPkqb~e`F|md#da*9Y@$Lgm?U@H%XI8Av zY!v)iRer@;`MSr&b=Twaa*J&ry?8vWA@R%#|GQrI7c_V73zdF(@`OG6btR2|9iG%3a`6J@5V2q5YB6C%yYlDW{7JZ!>+BXibk>dP=#aY}VZH_wQ4bHhkM5FS6l( zk;na~uJ?8?53}{JxEOR{`r%&hq@%*-F44Ebc~9B6i9Hbi_G5OrNbiZKyFSN!f5ex2 z)$_)J<)JA_4LTiJRg-r(g~m6ePcw!UIKyhSp+e^>XlLkXAO{&n8y_ndu) z+O*UaC*_=X%5wC}cNpmH-C*-n?0bM*$p4$uzD_I;dvd<%TJaQX>)IQx$z3tR!sti#XMpUAA~XGa zD*v0OPsuta5hZOTvZ(*S-3XQIu5O!jy@DE9CVx@Q|Mhp(wRtCn&q;|a5d3VB`f*Ze z<_{NP=7RDRpQs&Xg^X7NE*^gQAn)v|`^OGi+`D>7>K*HmRV;d|MLxdM|9yMLksgV_ z_3|B;rp*^o-t>Of3D>5+4G?cXc!SuJ~J>Y@Mk50kG?=?Zz3k*D{S`H5nig5$UJPg$~$ zym`3J9ewkAZ!7Z|;i7uk&|f^O4CWL#w0sN-etPW4j}w!byOXO66pTM@)ysLDsLv}b zyP4^`+jiL*ekxP$y;I(@b#FvH#|q1OyY?3nu^S(6u8q*>kZoPeqH;$iGpYSvRZ3>x zPP?i3CG$S6`^CYrNTf2)&~xHrsbk;w@}{$7SaDan9T&cTc$Z|+#%tS;D!KUN<~eAk z)_<-lDpuqAnC&%@(fj?UlDFr%e)Kr5N!2|)K}@3dr9+)YkEI8CB=)-rtFusJr;i#aoUc-Hx{$%U(Dc zlzJF3AH4hGCaV#*{n{>TMZ-^THZnPV`tik1p(yhB^YEOr7sDoecHzwRG536QWZJG1 z$4jK96};{{lrzV#`b6;lL$&J+${rm&elL65ja^;lLZ3yN=Pec!_#URaMdi$5{d-@- zyncRmx{zcv(KinzfO17nBUlT{>Os2y;FS?w=Jp;E&JlZApLW?*{<{>J1;i5PHfcfnDMb% zWB%a`%L2t8I<~v{W`#VT@LuVvlitcQv2+io+etSX%6>MqD71OJ?f94ySH4Z~_Wzu! zn;8pp53CVbRnqWP>6u52=mw=Nol`!BPi9&Da@S0``gy+;mvk9b7v7tH!2G;Zpqp>9 zM6A&7c<=nRhjXIKw^*L}biQZ9l{L?*N}gY@xDd&;n|Z^7fD^uzuFMP)-4oaT=>6+b zBQtMu@v}p-k~Su3FHbqlAn%c1saQUz&B?dn@SdG_W?pMvsjlgtTJa!4s&jJvG0m+r zZ}erX{gCi&rSNy&|6#s8>1F$>7QfRy*7arTYaa!#9cxZLoM5IpKT_Z9V%81SqrsW` z7F#Q=y&&bF!~A+feUG;A!JQk|wu)t)S?zsiwb8*@J)BvSHZ>%$I$V9;Y%1#E_V}pO z9G%_YAN^Ujv-^lp8E4?yKSp8Pa2nM{8JW;Jm8o1Bxok1?FFfmQOnPW+~_~RQ)7IxJoZ$d<@4il z-&db`nUrO<#((O>miTSn=NxSwuVzUJwsQWvVroMxZ^lB!h&z)FH*eWx`1Z8^56eyJ zmxI<`%VCTmw(-D#e25V_b+D^IY`EAyLv*uLdV_H%A_Yo=1%SZf(PjzoxX1@*e0-rKFTOpO zsr19P`c=|xq1B(lT?95ZJmLRxc&Wmd6DqB&S#p2Bidm>@t9-xy?((!`_E!$cyv#{{X z{k$R?XtQ$C)9$j5k1j0T#$hZiD_yK0IZ?9h%dI^pTZI?6rrkQTpyK_)D|cUVz77aB za`?Tx=(WyE4<|XBf12?(B(2V5Oxm3M<#KVF@3GRRxU+9>Eu46n`E|~(?`G?zyLzW> zQ<^koL;bGw);%UC)>d%1y!}(S*qfbehJnP5=h2708h^|*YT&vTjm!4z36#lq(ntk;*`Ko<;LvI>X$Nx{io+8M#=#JitYloKxeEnfK$w%n&`umfV z69cA9<4ZUGctAAL+)YO9=;_CoD*hdv(kiE_l_NJrIjnHk@9*ayUOptnRO2Ssm_O?a z@8?&4e;k^!BEU^Y(%Yd(V0MGrqQzT!j!Kr?m?1HH{+E@ubDxPvE`OOTxi)1{>eSk6 zMQnFJsqMY7U7hXT<{6FoCfgFlnf13{wQy`>d6pA)bVK5#6E-jW4$WH9=Q2%)b@BoI zH|N(GG%adL%0KjUZdQ&&(H-wu;q(8lQ+e9Pc9!AT-unkwPt;HUk*+kA_29nSNiQX* zEOL20uVrPe;k7la>+E`d*{$Px8Fk=v2iKe}w*L1@MY0Pkmu(i2Y&$7#AR4%3m!G+T zc1SW`Ne%0v2Tf_uwzAsAT9^dJ%kDV9X^_!8X|KeTiysy~I-0MOb1`VO>SUI@Ss`cm zbJAX|sCg1z%HVst@|=tC<+ei8HJet?Z9k&+>WtStTN|Wt5m*}+LTKQv* zJDa22EW-)2KSplVxi5TcdyM+b?~n8ionOlo*toIE&(!4-`TJAv;kyUESGM@HZl5yg zis19jKU8j9JIAeh^l`}6`S%M8k34X56RG)Q7jGAlerv-~&Nn|N2cLWID}Px*Ugm>e zyx5n!rg94(mfZe$Ao#bU+q=`(vpl9K7yFnTUe$MEbyjDZkFlJEsgwbiqp7NNv~}x_ zbvy0<7sh`+(6BzH)^7Py5suB9PHftD{}ZEgQ;Lk)Lyn;L_p`paSRKua@p&zlLjXo#9S~5T9^)BXC-d}uLs}F9TrfeUv>8AI|kg~UHIp=2F6iH6WWvTD~ zxAN+S@4Z50E(xWfbGMx9I=X7dqQcrJho2&M;%>NJ^LcyLyK(N5BO!rHT^%nTeQCNq zGxXnshld#p|L`gK(LI?6F-kcB>d( zPn{RrwTs(9{$GN|i{r0%yj!c$-zEIU&FkwnOO|chiw|#+n3HakWx3?`)cA%yuWBu` z6t3;p{JypA$=}b~zyC7iU5lCdtmjqKm5e8TyZwv1-5t-xu-o}xn^L-O?_611p-bBH znOUB#Q~hjxz(iyJkwss>zE=1DvP#K<;g#+8dy~(#{w%JIsGFw1Em(7GX1fUMuC-?? z7V*qAFq2~cHUHOzicJ$U<8!NWo zpP#<;<0ticD?Ub^zg%mLlqOuz+p*wF=wz<%#mnDP1p z|0lHjV~<5IdAM}u)sOu4+&ylQev4+t9tcqPPp@8h=hnsq@f!JiN8MAtT~^}fkC$)` ztBt+2i$fv4Xvt02#=~1#iq<}{5?s)FF5$)$%_DEP=F7-WmRq#3d0k!ntxtcH-^JCg z6PvQcVD%|2+uIgX+Z=q`CSTu?=95XVQN%POntmmel+G!8WGmuc1XjUxd|D-xzM_-}7vFzj4)xGc!MT&TIef z!M^8jf`1;z1!Jito!m3DWh^Qs#h9)w)46mg<4<>)<;EFaZzr2{vD>wT{_1Fs4ojM> zy-%y_?$?roSst3{>-(C7gzkQxGVKK8!rSQ{_qI()_fz&byleiNoL6em$*biLJ*hUE zyW50)nU($msTJaNb3@!NM6b=h87#d`RJ!0~v0q-N%z!ZeU%~d(&{pf6;u3! zew#!eIqd$fy?XiY;*t)-O-{@!9w+$iDbrt&^837*W|RDTK^v3L@f8#Oj!hAtApLB$ zsC1G3p_eS17c8B6a7#+be&+DbZ>{Fbm3AkIByz^F$jnlI|7)LPNZay>udNO(D{}2g z7dh3RbW&JirPqxuV(ZGky5{ps@Q z-x6CxzO$>RoN8iwx-sDRicK#seXqME_2A{QoxXmP+hJ%KGw2>j7DYQS2IP_ zSH~J|b{7;lab5c9_BpL}-ntpTWtMiypDmYM#hZQc#fP`YxF-iPFjSi}Fr?p@Cp^>W z=D{!{@&Y1`2B4SS+LZ6@dBs@57dBlA-=o=xm7Tq|Zo*MC{; zx=@_gwI(H9Ju1HP%?bCb9;bI6N)l6}}SfkJ0IIXAj_eu3#4x{(oB6%m<#7*yyPRTrH@b;|Ifk_+uPOL4EJ;8n@Atf{P8rxodmeR^^%t?Em?6H%$ z>{MKHyq@#I9oy%N4&7<4S|ZS=$lhgld9N-@VcUlHVg26MuWWzMU#b7j^|IJ0o4ff7 zbH7|a&2jwf4Y75uPN95vU46~J8Xc~5T%k98v1YB5Ol9nz7s_m@LWk#_*XEd?wnw^g z>VunlA!(H>8BLx}43^OsW&g%eEp}Nq=3(yt<-hDLd;4RLPvPXX_&FiD$PASe;L9A|i)9y&ipIq>RJH*l9!MWzNex07K zsN?(i)>${{Gsl!>ni^X(Upn~dq|rg=>?fh?rCpz`ogm{Ev#wxc+2z$L?sFDpubA_| zSn}x4pp?3%O`lIXAOG*HJM(O&)+vE#j+-xzzBv%QEvln6uXcyjE|-wd8607`bJKpv z?5TV7e4>?W?$&&_vnqM%+i+JZbxQ7wTm3rRI~w-$WGybd)-r3pkoxW0 zcRMdwzmaQRJmcP{t($(ld8m{2{Ar`0=G%MM+xk?t-T$7Sby4e(Z`|#fCVhLK9}a9; zYnHK@`D17M$_3Y19&h5d`#s0j>bJ*QSYowlzQgp!DVD!i9EQ6yF6s z*efM>-8d&=s_o*Jt%*AoicWM$UETKkXQ%Rg`vmSsrB-uK^4sOr7;qcQC;#7mI8yTC zgSLO?OgrXp&ph|;r(@R_-6Nl@;!X%XEK3X*SDREFx-l@v{d1v3b)xV~la3D_2Y0F; z{TIfqw=j0fx~p%3118B&Tm12F(e*nnCslI8e}3@VefD7Rv6uQkere@I>^&s3r{Jh@ z5Sx}?Ro$bH6Z#H@T{>i2Fln!E@+%xEX{S&LtXCllXE+)Ute4G)!6RpR$tEr ze}lzjP3I~1-aDeYQG0Vr_b!L|LGL0ozlocxoYIfYJ!E;LCGOvca;u1cCsl;QXS`j( zm|VV8xbW1BLvuayF9-DL3Ulv!-pmqo{DkP^8!OLO#oXeOjF($u{PoSD`zL-(<*_Mq zU+pwKreNn_sV5%S~}s( zmxX&b`Tn1zP~-9AsJYVYy*sX~?p?w5;>sr3U7Xs97euf9oHfJHoMVzqfI?YEW=7eb z{JXq1`~Fsxen?6y;Mlxn=Anhr-}??ZE}rUsqFE_wrJ`#|+xGaR2_XwOeEs1$_a^(`0>6;RwdGFmUoBlR0K22%7Bpon zea*VmZ%$_By7LDzc@ic1Jukldf1j(YD4z9YxYDVfpbH`y##2+Bx9mQ$D0i{as;XYU zcZU>~mM!@0t^ecEj0*1AlbA2KYP#gE6WICn?Xv3cWsABkJ7Vvxd~?!AR!djI=G*Qk zsu%vIzREOLzIJZ%9OHw_r*^*+e0S5>R?^W^U!ALG;-dRszVT0-@Lll8wCyKeE1c9V zNqT1Q|L$wzq1USqxasrHG3VKu8^`&nQx(=hg2(keNdZsWUwXI?&Z`CG6t_~HG??^CwV@h$bK7e3T3ma*W)t$)1F z{%@6BBCuley(dk3x%(I2vWRSwIls>B#mu6Q4Ie{oocs;9)O|CGYisX7zRUVz;+#+U2mG&swfiOvbJEffCzEHT63=>uRT|z5mP^ zG$n=SM*PMZ-kLAgsomT)`<*h2i)+Eserc1G1cTevhd#S;zV6wv+LbwA(Td!Nyb9xB zqeTtRS+96rvBj)uzlVU!Cw=w_K2xkceaRM%ietdi8h*&ODmoSMB8R&?USASBrxfZ@}p^gi_=*5 z&0lMOB%^kP&s8S=%_^7I347%yw%_tRG=IT1gIk9KKCjxv{pmuGdWS)g{FzyiiB?v= zDW+|FYuo1M|KBgPMcwenoof3gQNPbO`MvDFgeI-fU8bxj^X)`)si|1dhW)P{?1Fsq zmwjM+E7|AnQDFAiI8OeH6u-bsnHwFf$|q*-ciI2D@2F&7g}vd67s7^DRpzr7Jjg6f zzdNB@^T-oJb*ANijdI=vPP)9?`K^|m*dLR?Pg+q1tKOUH=I#kSuW2*+tx4PQklVjK z?sET_ptoVigO>sOp0E2}KC^g3FW1rc54{#WTeY@i!z(^}wSD@MKBi~Vc3yNUS`)b| zt5CR-^OixmfM=D=T3r`IqlbSEI^_S}u;M_;wMQF%zKn6oyuZNyZC%+hA(Q*x4r(4c zz5C}b)~C~Me3*9oxJb;ob5p7xhrI3I$|H5U{m<#RgRgfTdL(50;Fn#!@YQX0k>>x- zv1C8}^dsf`1539Ojx|m$d4gT{gEfs-MEkC5lR5jW!s5Y`s8>zBvlg1|n{=UW?OXoO zF3D3>U-~YKOl@DUIw9SB;)+RJH|MdRs+3-4``Gudwb+ByJEpo93vTH>Z4kM9lb2iZ zs?qEI&BcY6^$+DXa<=m?pSxs2>-j3yriA1PYwsRlJh7g{1EGW~R+1uR8B+_N;HoQYBtfI`!uHIW8*Ts5x*hUoJm!etw^7 z?o92Q`?ut?Fj)Uy^YV7-s%FMl%bEIOCiJE1w(5PEv^`9EwM$NzZCdK3%?F>|V7t9_ zC$syps?rU%Kc31k8mFJ#mSSS27I;vO@3UE@$^SmL4U6l(-gqa`;di;f@Jr^mf~~Sw zKUDM-Ui%eL@T1{OTiwmbuTkE{w$j^Y`7`>2orykiQD{S(rU|P^_t`De`JSx)SeDRl z9GSS<{^`o!UGHrVH{?8+QCW6onPGS8BJBfTA3L4-Q<%lx=9e#ZJkw-*@M7_XC=&($ zpXc8v9+>@2nt#vT8n*w&a8QbD+BiS%G`-eepu&r!wQK^J=C&Q}A%|O*%M9X#M4F*MCPTosUlWnXR{x{}f+@ zsX?2flHG-#gjrb;ze4s%h;1tRb?nccH9wsUk8(+DkdaxQqmdAyz}j?seX8rlqLuF7 zzZ$*z@S|4lhgMCBtFTaorN-vszIU3Ni>*B0u3`PB*tTb0;;wgVoi&3lcGcYv;VhR7 zb5{6hF=c z&hkjj9^b6@3an*YZdI&hxqmY#QosJxr4@IxdrE%yrAC!2nZJ1)sNGmsX%sD`>T+yC z``I*yzx{>%Z&cn{2OXNs^3G2t_ol4Cg2{&Z?-JA&X@?cW7yj$>`#aO%(6JXG6)%_` zIvNFsH~*D>-SCQ~?#qLNJ~KB5%fzX_mT0~oxAd?1q3?HC)js6uPL%x4dEytFlhX9u zE!(Hr{Rx;oH7l>#@80FfQ_qyWeo{0iDZKw|=&T-&TMPZ1w*4~I+u^o#j_|5JIqnlz zwdDiO*d#_o+omkt;gIHN_M!jElHJOA`P{EBiOx<7o6O6XtM-0N)dTP23pV)oab->3 z7k}``h1HB(W*k_-#`>1|UElQIU-GPfP5-gy$hmHn6MV04Y<|fm^5Omii~IY6Pn~V> zTHE3G@K;Ck{KZF43+}Oh690~C9YgTKQ_(E^%P)(S-LjjxPH<(r*NKk5s>iGI0y7tN zX$RlfVBjLyG(p*R#&x;Ew~9^wn3vb4Fa5dUpW`EWj-{gM0x`#%7?fSB*ZyJ`oe?M! z(WAsTV`Zwpr|S>%1+}LFtM1JUms{_5?D*$Tl6xc~A6`GQAmV7O_Kv=lPWy-luMM{)rc(C#{}7r@TB*c4Jq| zjIVFc3I>;(d^{<1eeINVw@(}I?)uE|o+)kZ61_N^e<{~1idy_0*j(v&H7m~KzPrRs zr)I8+x$JXHSJdi+RTU(Doqk}$_6?h-@2Y-xZ`$0-3ifG!pEe4Wv!>?CD<9qbN@>$< z?w<$Ft)BMpXp`un^B!+KM3%_i{SXrszq!-VfJs9xbGcz7*V4I{)<1|7=znrI?|!z4 z(ayIzm7hH)c=UfV=#PINCSNhje%+@7-*;SGw(0CqpUy6}U+=ce_I|Iq^puTU&8NCQ zQ?F?Lzg*@s)$wyco!w6>xrB1B8Jb^J5n^5uh0E=Yb`2=;bsTT#jT~i|-|65&K z^vX?Bpgj3A*WI5}-I^x_IWIB!GMC4p&FbSqmuDf0UtjNk8hp&pHu&YjW;gRyn@=7V zJcjwO1EWtHVYov77m#WR{S z<86{G?fx%#t<7&__2O^w_DYd>y~4^rmwYcRZHfB+-s{Q!62n)se;hxtc+wUwi!Wc^ z?dyr2vT%c$?YW!Nrb-AJ-8q^oks7jWz5Sm<%M~6!V1B>kmBswPH_OweH&~@FE=*ng zFm>WOpQPzK6u+Jq`ne!mOYOhW+!r?2iBjY!&%EyGoe)z!VPh2Q ztZKgOE|=pC+n-K6WE`-XHr?seY^+E0nVu>>0 z2PBt?)N;?rEEg6oyYgvsEXUofxr_&`SOsQ=%)GPY-ToUaJ2N7E>N9T@E^CezHo2jG zCcAUN*Y%M{A0FgMJFBq&u-nb)lPcF9KN!pMdR>dj5*bFLzt1D4b9I%4FHLxJ=NYeR zmH4e0=^ctSYUREMGu4mop7!Q(k8D9=K*^>ZJGnM-Wa@m=Js2RTET*+}LFns8fw9Ns zqa_l*ozh=WG&_rDQTd!DY4c9^7Q25ipETd$46o5%^HVQ%lAG!-EH>$IF7(o4c3&5; z-j;8Vru2MujuUga{(Adym8r!b& ziGAe~yuZHl%7i*;S>Ao$pzHNL+fVA0oJH4RM>h=_#^59B&(^ndT=M;Jsomau#!QD9 z72CglS1(p`R+LsT`!hZI(0$2BMlq%%Vj*4+8cQ1#au{MZZ(Dn&MEEbS-lvfJ>m}!| ze#&!Xj!@d#7xU^_ReA4yu=rte?SOxTp61UZE8on~3k&NM+kbmD2cOXmhR^YD4f>6& z&c-`UGxj$rV7kOOTkFMJ%Mi;ArRTp#KkgArk+}LyH}PhuP=oH;FaxgdE7s3lFB-P4 zAW(0yMa8Z+KSGjx0t!CgGh5){Z1wOJ_s-L7t5T28|2{SU#^d?B++)S$Y5d3RAA13b>caONaNqVW}*1k~1 z1&VKKg8nUdBIK{<=FT%O_ofGna?`)_-}RV`PMtik^U90l_-VUNU({FEXd8E56Das@Fl8)rhtmnF$#H7E? z$Ww_tGI!zc=EJ5M;xRf(xv!sb0b%jMt*?=7=-&#>|+Utjfo+lmxUGC+Waqx)F1emQx)(|eGHnjA zva76GxNXfO%W`w?}h+SKT7zu2>3>PzcN!4s4BdI#RfEsoh8Xu~UIy{e&tm1mw@vR7vK zC+iPe7`Ot(r|QSu+?C8>_T)lv&*pO{%EKgEtuy%MB<5-y41cVAqr%|+-T${0eR(rZ z?9tgJdad=yN>iQ-Z+~xi-FrB7TEzpux6L;W{Ygu6y=3jW+J$3lWW?m97bDW^b?kb- zr!JHYIWl)8XK~#A?hq%|o>i|dy^J*dyrRA7Uh&`lrpH%qt-Q&-m+jGqvbuc*=N$P< zS2O7GYw;~uz~8#7b%sxsdBZfBkX12Nea7BlS)DEWr`6s&8gZ(tJ?+6W@x_ZSnx5LG z82`ffL50MEEt-6*FS)b6*|TSJ+5Ka^cXaEm@6`X5l>WiBM2Klw!?{l3Lf$z~eNW%L zR5D9^N{w-TAoE$V#Z}q=W*DAbxMU~@hO*6w=Hdb;L>C4^G#uT&^m3;Igf*)=Y(-eul`$gwqweleUHoX&-*XF{r=DF z6)R7@P&H>}y1?=J<#N+cWxDsLv+m84GQTxXTgBnF<|NU6zpR(453gRY`{tR@p2Om) z`F5v}y^pD~nuyHyHUF0cmc|NQ>p3eQw^ zubI>CHB6Lq<>AZ9RLLD|q{+vcq}Oe_6jD53FU| z-@AS15rgcj`abnbWItPf%V)NWxYygm&e$@2M#H0iL4)+URi9oj(EYT2xppX<<~BQD z`=7EatXX3>n8hsrBsDE$jhMx*g$9SN96nyv7k+W`9=lf)Z@fI`vuICv;cuyfYK(V3 zH(LDBPDs9G!LjAj+`O=dy$baT$1ZwgI8FQJzfp$aq}npw+Mk`ic7LYcw%3pd>&acp zJ5St4xYxk@m%?uQ?KQV9mnFE>7gVXqrKWj*s(9+f^Fy#ZcG4{Cy(dC+t=NxuN^Mt; zw&A?6=7O6<(!rqY^=GFQFU+;yp{u3$>-PF9oGDAsl2k)wU*x7RH zN9&&c$?xu5ysgOiOPsHP=WN>D)z71xk8t^F&)WJ(ESvr8slK+itW%pEU-$W~?fpDi zy@}o$#KF4vt@aiZ{7jEZWLQcYc zGfMaNzjKqDJL^~H@**AYH9Wct^Zy_HGNmUjJM={R_OqLrB zFN~5}6wMzPWFs{zw5mKZ?#ly?b7JnV4qjJYQ0@8o$8?|h+z~>~YnT7p5%J`0gZQ?^ z=hPqmth~&>Oeyt}>96@K7l{2;SUB&vUS3uBWI3m~TrNwdsdhRg%I{n``_;8C8{>74 zn_PSMvm)tG-9G-koE|Z@{!Fl_l(6yb1qGr}A%G zI_?}wOY&8`^RprT(xH8kGS^G*n{h<*PQB#C?W4s0=E-s&*PqX;^2GFa=Py`qd#CtF z8+-o7pVeC)toifs{|{C1{+6wrx8ycoc_>-E{=mE9oc8!t7uf8p+M{aNVYFV*v zwfvJhPF2ANce>P`y!rWWrG?1y6#s{n>l~$8_Wa#-|Kx`3DubKzSDv5#{K9!LqwhyU z?rCxbUd~wkHP>ybn6KWCg%17fXYQ`}agIOSp=rrtDWyX0FUyK8w)4$g(sc62%v+p( z6Xxn~)tukqc(0IQUts*o$#Q154<*l2Ueqbaaa1Y)Pi?r?y1V==CpkQebgs`6dfjAv zgyZ@H`;Gg|Rg+vbQwoAZg|Z}fyjsA0#m!-<*7I9BP1VV={|eG7d$Ox$6ueyjJH5D* z>2BBb=TX7?ingtp=$&ejJ)dQ9>urXNvM8m(d`Xs^zTco(K@IR)IFO$Y1gr4MWzqx+bnA>qT3CRY}9=} znRUtzo(kpnzcM{%|H|K)9{*5QJblUhy3M(+)gDJ5MHzkJalEo<|ECsp9rJ~1CFh=7 zu}F5S{oZv$G zi##m{=6?4`^`76iwc^B+xlBdP&LVOXl7c4fDEwensJbuc`N<2>H)d^Lc6_4BoY~nj z20`U}j&*%W>y1kg+t~PQgTcyY12{m=FD;S4jC#bP2l8zg>sC0H%8kh*zEM)>6W-><&q^hF<9C}Jc#=k)~X zb9=cAp7_sQxc`pDp@0%<*W2DaOeLt$r z&-(gm-J!+NYZ$+tX=Jx6JZqE|wq?=YGWCZ63(oz$mRh%dC(pC8XxZdf3f7^w^Um1> zI8?uS-J@!zC!%V~W2NJ3cS8Go&V&0L*S;RnnQHhl@-aIL>-x%P-sbEkS5COEt0~?4 zYRAj_C;GYf*J%}mt`VKOX6dvYr`BKErN+_6xv0e~_|Yu|&B@s+JqEW=&egJfe)xm6 z?#!3ZE?GT4HTyj4lgYW8BB;<`yk=LqhcJR^Cf zY{7D-Bgy@lo@bfN`Mn<=xUB8}=Rt?}T$et_b(?0_Y&?CYUi#}&$GvrHd&-W_cRhB) zM>4=7`0%`lJD;bA$*o_gaAc~8i;Sl9M3*OzJzj*g)&3US_UYTx%vJ;KLnb~6yYGuP z{Fx<}^ybsrv%wqYERmmi@^7&uRxwI=?Uoab3}rl;Yx@gG*Qbtnk?g@lOTdaR?{@Y_S zmoDhrUUu!pqbnQydSur1>wM1td)Q#+xBqvtX|CfyC2 z+R}FaTYKWTmahC{*1vAjdrGoTv-Iq`a_N$R`X`s!H!59ipI%)T7R<5qn)5yRa}#=x z9OCd~E$W-dP_{4c$mt;QUAJTp>U*cFs&28r+_0cBCg;Ro`PO4^mOuORBxB_hho=m2 z9i4(v3%_?yx+8R8(T92BjEA2Z7BojP&z%*aylBq0MS`3)Y^i)V-iHKME8OBNS+y~& zGomEs-0G-3A)@my7dZBx+Vf$i+vixO%Ry?_S8_bi`k9rcI8|(hLQJA`gXZp#FFTXh z8@gf3L>{DY>^rzx1BZu{o$Pu>71R_ny;iXA|b0c5Ua%(UV@ecUjL9 zal<~L@C*OcW($97y#3B>V@n+WjwAgnPs9#srI*{xj%q)xneelDx`%lAz05ej8%Bq} zSjkBoNssd zbuZy$(;JtMmZ|Lb3sb%tKAHYK*xEk8==k0;J~`&+WY zt}C^!z-jiX3~tS5kt?;|%ino(FD~Vfo9dQZ*}MIGKSoEkzkPb4d~415piLdK+2)jr zO#ip{d_&uper`{>zl?|eh;GZ7`uLxrfY5c1p#9b-WkWh-r||6zEQ>v}N;2l*=^JY8 zbCyIqzk9-zQIUN6$CenkPuJ%puJCL$v3r>`Ig0nhn)N%D=uMtsv-d9NM(G(P8?@d? zo-4n#;X|g%rX`|S<$GoU=V((0s0+S;?HHy%=G+;8|~d1;<~;>Mg-Yqi?e$74EpRPT8o#k=Mx_M8_zqqyR zD=$uw(-B-0Go_am-Tbt4r+vT+>HQ3-Ycn z5!(=~@ze5;&-5Ff28*n?on0K4+>Bs2ny6ou;~N#9J8j-_x4idZP9onor@k;~F3gZH zs+w{+({xMe$3~~0EeB_{uo!xp1mst}I92ZYI*_QrE_JR?^j;WuMjtUt2&5Dj(UbeS)Wf0FfE`z0K ze{YxdXKy|~p&?jj=i{uKLTax>`)a0`oRy6)KE396;{5#MpErNGk#c>{BEN5|#s-y3_rU12R7 z-#u~9+a8+O_vlji&k(BUlR`^Vj>OO)I?k<6>fuX!l&1 z<9u%zE>3-EbT;?x1DEKumDf6Nx0Q;_h>-uykT~@^v!c|hde3`bUb$>li`!h=5_qDa z)bnU;i;rWS;v@IQDWdD^n8!=My2uZA3M1s$?H+Be-F>p4 zch6^2<^7igl%g(FfBJhoMl0O-*iR#A(Kz!xyNpfS&uly;wlz93-oE) z-s&&%nS4lOQf#ND@8#{mx4FBI8m4a+G*asLXVF^YGfzFBP;h3zl8t4nSjDs1ejPl% zK_kwF`I5BdoCd$bPl4GQqTlCAKJJRKI-9ZRkGfxr-VgJ*gTjBFwWLbkv^&ZA z@g;x1)S=A>T-Ik*`ntXPww}{;`9hUKXU3kKKM64tRx9su3_D*a!O8sNp#F`BSmDId z*aeqLB`f`|>F3sQT?-cXIKgJAT3D6z`{OItMS`~9PTW_TU&XLbL|RhtMtF6}p8{c1 z$tyok8SmeCT7OwF2lMTx&(b&-H*&Z6obdc>a3fQe>ywZC4pA;y|K^8NS5>&}o%o_c zscA`t|Jnf&UCL6P4CY6HD43jIgPg>St&UE^X(PO#LjpBajA^S-T3d?2k|cq6F>Zj*wDE3 zE9)esxb?w@c_uYPO-!j?dVBwiMVB*egRbT#FT1t3>#~+CQ&htSKK8h~d&6c_?5`Cm zb<3UF^2Z~FA#8%mlIt(tU)eAIF!684M|q8hp*y(zQn{~Q4xa4gYn`ieASiYBq{Vsl zo=WC{_IH9pc~-YA=a4k9@|k=0D#zQz-hSmhoBFnNO{qHbH)LwS8T)I^H@=*EwN3R< z_{X*cb!LU5FBU1zbAB&*ME%W5^K%pSotvp`KBLV1l4;ni#*zy)msg!MUUy3S=N1*m z*y~kVJNEv(*zwET?_N}dtIdUHwVTiRe8^Mn{JQ#%fXVi{qkpz)Z~1?@`drxheKxU+ z4zP9WuV-+V;x@je_`7r4wnIM`9sBsZTUalrraWldtbND6J8HZ#x%haB_L^vg_C=0; ze6}|hI=g-h$ktpZp|RoRP0b^RJQBSs{=ZJySsS|O&L7{_n-JUFX*rYGkYUy-DMMw=A&mSDk8ORwL~bDNR#zRa7=>bq2T@Z$%^ zXUOlLV|3_-b3@gdwXc2Bj*5%Fq%^!?kcwSG^q>c{O*NNXJx9<=< z%f+?qzPHWt*D3R#yu5aB=W9u)*$-AMP`lxr)UtT`x<^SfS8}a7`|PMi=a0R8&;EbW zyuQ7`{LZ31-o-vAj=6o)2wz#W^H9d-^M9^bi8g=klXei`2%G*;tEjf9$fER;b-mpk zg|&HpPrg1+$ai1=X7`?T9D+?>ml|kXVt@5GYv+`PciJ;o+2(uWu#fcQ$ zmJGamG}OP^c-EUm@$H36B35gzcK9m5J}Y&nmX`#+h#P&B$~WS@YF)*Gb+3)VwC!gL~ zl3BCTO!7p$#p89cH*ZVu96Pbs>S6uIMCVE=wFKt!>GNmn+_}Ba@k+|CzLc=ZYTxfV zsvOm>{8Jb;Z6@PKf!o_mYo@C^m3hxQv*xoxmsHZv4!?~>d+zSJvsg}fhL`P1uCmRK zgB$H6f_BF3TX|?j>-6$E+4ze;jh8;(81>}JvWs?dJLCTdwncm3q5A=nE^K+nOGezhTRa7`rzw`t;ykVpm;{OUbDfom01cJ?Ly{ zx31nI=jorRH~*OOoAPh?uu9u7$a$vHt30+-?_^GWzb$-GpwB4lV06v3@;UzY2JJC+ zX;+V$d^wOi?QPey7Yo)W-u;kfpAlm@uu?V+&SCyd5w`?g=EjB&QcAgXLdWjJ!02b{$-bY)|Q($kNt3Y@KYs-`PowD zF15Q!kDC5fG-ZS>UAW=do1`4aRI8ws$0sh`{@eTSLf6u~=U1aSMO+sfr+q(YU*GkF z+3}ximRjrcRXYEEU2@nJr&@ZbS9Z72j?IGaQ#|!ALAm>PX+_V(r*e;X&i<>>5bgC;o6U1o-_9>- z6UzSF(OY#ZI`dwa=i#EVKNYdheR6_VUW<~l)!y*uOD6|=RIzzwyz+8gwK)Pw>t_9* zwe1y;^fkZ8uGwO*oV%vX^vP*=w@=r-&2Wg#m+Q&e_j@Gf^h!j>Oj&-T_g)vrLiU>J zF={Hw%iJ5HruRA+i%I2~UP*PzQA*V1zB9*6%~nG6+|L#tfimXf7p&{Dcw1_=B|e?8 zO;z9VZ^OMaE{VZi9aA*94jH|>l(>KA+s$ci-zJoZswi{+Ps!ss-Z%A)mi~g6HEH7W zr|y_#)7ny!ANKO|>n^W|9qE_*40^uo&#`WuC| z^*l6=QaQ7GUSHxvkNU}1YHTL@FWt7hcDLCL=SIe9b^Y%q^BrF^Mb-QH0m1o?J15xX zTlcXZzbH}Iv~KP;_amR=3fsS5Prh#cA>(h|8t+)Yms`zT@4G(A%1CUt=3Z0&?nun@ zTaSazc~wO)c=E4Lk=xVK#*z|u^ZJ}RE1@0hWKEJ9@2h<~cc47<=0yL4cT%40*}cck z_`$B(*WNU{y%A&MmuEKGAsT6^KmT49cciy6e@a4Ycd~o>f`MB&H8Evqjy?!3?XSImmLeE$UV^n{bY7Tj|BsqS-8Y*s7xzgWAJ}0z4-SFogv6JogKJVM(rg?VdMO=!! z9({W1PbRk|m(>@rv(BF~O>KK{n}%|T=F^u4P95EIw{DG@Xt}PK*3UJ%52AE3f-dqX zZ9dHElq7X}4kwE=1X|e^TfOzK`Pe6sdbKZpMN_l-@i)KRvce^HS$v+JtaGB|b&6nE ziIs8Y^yo+>8IJ?K9J9M##@?SWd48gt$lA2FHg#sR=)BXXB5yiO*jZU(zctvu)sH7- z^3o>DETzY4CoIx@cy674qP+3y<*DCitxpS0>2H;v@kO=Y{H^T%&039h-Gx0$e`Ex$UEsy;p)qLfD={}{HD#nW4`J&r)E1sRc?wDd$+q;)7CbegtEElO2bDm|v z6W8|K&&IRn->cp)UVB7V*vDN+coJUFv35m(ke)SPnYWd!wDCQruRmgW0(>4kY_k!q zP2RQIHnB+~h2^r~+>djZivmv=-rn82U{#H`eDtXcYy3>2c;*+GNau;HpV=(m#m_SP z?Ol1>8H`IR4heD}JhJfn1vOi@f0tBW&g%KYv-`+GiCUNY0nJx- zKHhoZ+OB(*YJM6V`E-hV`I%`M|JE+CxcFpq=Jtcn%xw5)0N;9@T z(^lA09=LaF^(~F-;b%SWrO5}f_Wye^*Xv2n)xTR@lJ=xclu0w`F+S6+RyAGiR?cX=yYa0n9|pBbnEARsXzUvc}Qm5@ckB3`8ihkZ~sQl zfa5!*-OF^H8McbqPp|9q-_)DbWc_9Hj$M{hZj_%mek{=N*CEXd9~OVj;_A93;NLb= z(&5IFnZ{CJ!F-K(Keq;K znDBnme5?MQEzf?(iup$FTeWG@sW9bo-!;)YpX?Xfu*BZQ#m88K=f$m;oAwl4ofE)i z)uek@A|s-D?pzJI8++RRpS@BlS#A<%r2Fsfe+EXjUOC+o-#CX&2fi{oZZr~>ZVF1Z zuTkb%_48}^6(*fat2W;|{;cR_o!jTln7wc@Q=BsMey7&V zJBzuOJm&h)l%H5>_cmp7aN(1b^n?GVPhIf(duwi8iG-Q7*5>y`uT#4#loMjYUq(B5 zWY?AKYOq^$MtM0~pxC-ImvYbCIb-6$Q`wa8O?k#9#|H6B3+C>7Alc@rF*UvU-SMUu z#Sc55Rk#~y&UtZ;iA`7FOul6Z%YinRoGl#YJ6BB*dRDU2+C`YZ`jMVb?SbcYLict~ z+n1EYb>FbT?KZEd*N<%cm$-cO z&kK2HHTA5Dprgpb|0_4lyb|lsq;URwuJl@li4P6Wcs5E|%br=q=G^<~p-f-7sP1K{ z!nhqxv%35E4modG|GYNhW7`(#smqNo|I9k6zU~M=)AWz7=DS~Yx4pP%p||ka%MBa9 zF4(hd<-F55%UWxCRU^09yR6ywFK%06PJ4aX{}plEg%7LFMa3RxE3PmSu4ssgUDW*N zaGL@PPg&7Kcbjt;zQ5yD*i|uCbLNp7p>E-?m_Ht~yrYtpZ~*8Xkq`m|Zfd-joy@0-(d84_eR zcKy|^=-M2>F(U9&!skryRipj0Z-tn4^rx5l%ZfjVxC&GOgY?<$T`mF0Ko zRs6f_us<ceRJ)kBH-2OykUS z8vmpPU9$XffVa`quis4BvS{OafmIEE+UmF4UY`2l8*j!Q@r83T4y;?tS^F`Lt zwC?j7D@<3l#XCH9{KFP~*orfpZBvEVVv)6a!AA~w+a24sXMgf+t@J=|SJC;mgrlqZ z7f!FgvD2Y$%Hk!~Z%j%yefwClr&NCKnYA7}uDU$oDPI7JRGpoEg+LeT~5^}>AS zxydu+=AQDIC!wja`n>y_OZro+%UpPSdJZS~>OQQ9o8Q+_=~f!TVv?bir2p~RjqH7k z`y(9U9`Rm&t-&qS)A6&&SbC~ZuK0a3_FvpnzC4#-EV!^nC%He!wu|Km$4_nR0y)S1 zwpI^454LEB?0aN!C`98uM+I{>|34n~-0ExMr;JxQSV&Hq9XW08oak)#V{BI{#zk$Hp?Xy+xPg?l#3{)xNm?@}*>tcca*gO}|_g)%wq?)31>YGpb+42kj=w2kp_X&8Z^q8Dxd%51?mV3LTy%{{{jIW73UjQp z3S`RfRhk`NT4hxp5$E1>c9QAxmXm+~>`g9NyK{%LS!`lfcmA!OyZ5#1-&L(OhOc+jKAS8U*syE^!`YWjiBpbFDn4{2_HOsIkA`Q;%dNhjFbdwTe0BC(!B4j= zV;^hwo-k^8Vp)-YRVSLyZJA6;Z=vV|rXS*NEyuSe#Lv00%OJMed7@vkmDG0GyONuy zA2QNpzkE#h^3xx!%!((vU%A+N%AA~Yrs~m|BL~?x3TAa>rn_oAX*hkgVAIxpeRelG ze(#^qt(MtgBxgUXF>cbVO>*yFo!anZ)4sLbllPvjDRp=j8GCP{py#@zyi4|($zqaG zd4`-)VSW`=4~jje-bmYBn8yklWUOCEqhYTdLK5F@E19oL&<0!&~*8fIe@8 zbcg4zwQtUKeB9V$d{ma7S4>;a;)P4}y!}anc|RUluAVkkM`M0-Gjom6d>56Tu)%g|8 z_Q7lNM$f;iJ(zx8JY~pJBwka&xqjXWi$&JiJ1uu7OxXBd!F6%%tqXHX>U(D}c)Z~1 z*mU+*gwf;n&Y%bFD|F5;DPQ5QRaus$Bj5LW(Z78;>@@`$rIHTU{*|bGUe>?bZcpo^ zwc%;}KV2_%SIs{2WWtG(=>qd&wpT4*EPQHSOjo3xRI3!j$U~6ums` zGrx{W#37~QmuwVGxo4$>PC6sd%JnGWn9|z7NwR-rUmtq1dxh!u9S$GM*Uu1k%lQ2& zbpFNiP8+#Jzj`_vxtE2XF!i!n{-|w{|AL7L1zBI_O1ZKNHr9x5nljbgO)bxcg(+4y z(*8xr34xGf`)2U-O?Rs^R-WJg`Sj_u;~C5Bz8Z!|xL>@wE~mV8ft2{9V-tK9ZF%_j zcG6Xbg7$=?0l&6dznORTqp{$MIfvIuOjFx>F8Idzl9qV6xPXiQ4)KI|-z=GsH?OE+ z*2(xiCp}F&c5+?_kz3i6VUsExV^{di_qqSpzuRZuRVthtB)crw!Rw%n$E6P?b+WR% zc1jnBPf|6J-EpU=_1D{jw-^pNF*F`KHFsC-&*-=k{#~Ds<)w(6OvvS1RAm;o`0YcE zyv@n==T9)r;?6MY@JX&I|0el^G05YQ!M=%Wj>{ZT&Uedr!Pq^2qSa*gSFUdZntq-* zsgXJ*?xIhwf2_vS3-KCOqH*u7k1IEwoO0~u_Ngu|pMUIazFnJQ-~E;UNSHt4l^+7j zW-5JGj&yqSSiC57lUfAJ<2RE(9haLjGcWz=<~vhoTWUm9t&H8iNcgB=PfviCx%kAt z+dibOddH^K>85q&p}}6iEss{cekj+UEBbR9M(?fI;VXngEPG6^x24JyAv~O_2)`QcCUJ9Q+nC{*4wI#7tDWqmw(;; zA!hn9$C4U_BmeHkyPixEoY1<+{Ao%2w~)5N4BI`~E~{t!g$HPBQ1v?lr3-Jdn>-+v@e{>A0j@`U^BTho94)V0$%qpxKadi>v9cCB?v z^Yz&>voCi}G|}a&iI=!7?setwqfS1{k`;^Q-+E$Qe(%>yk&k=~_T5w3`rf?AocuC~ zeQQS6zgkX**xi{bHlc=p(-nr6O=U-wEk zJOBFdb)Q_(6d{SJg;!73iL-n=zqjXfWEd9<3&*LQfyb8?L|eAL+ji|))LMh`xGgfi zZkcmGn1pDWPI%$_OxE_noB9=eUoX4*^SSTQ)0pr~(sh;K*(M&tjdxQY^xd9wk$1k+ zBn_p)_V%0yQ_DlRe`y^2=zQnh;?x!c_O~^MP33EkHC3#2m~?Yi?VW>Hdac}FhD?if zx$GvkX2+K+$7Pq6wj5pLs%5_4xqZ>a8N2%b?XW91Soq++#J2qxyB4=9z0$MeAJN2mdS(GH|tL)pS^bEaOSC1Iv3P)b!ya)&bldPqjD>xkiC6& z{5czLy+3ng|1VvV{MA91^vRAn(h1qA_{zbw^I}|5gX}-*veN&}uSIw+O|9-|D-Bss91Lx$wmRTUe z>D078URM5#^m_BOwsf=W|K>FtDz-;+=&V^j`P)7p>)!G?Ip=hqFA$G@k@-+sB;>=o z8|PWLBnz}J6ckqpaP10hEKc9|F2wrWrVuqPV~_5y4|{_2QgYw3{$YH*^o;L;b9S*S z1rs+;nq6~!OW%xFjrxt(KA05lN?Iv9f&bg@g_|S)RYsdKD$G1|%l@KM*ODtN&*Eo& zoqYUHYE^-uTdmaco^=b~UN+w3`ZRZ;;B$*LQ%ihjcdcDg(qtXqreb)i{ZshV?}z)t z_NL^S{joi9q9*KA7LUf%J3o|)L>)zURo8CU2{(x~+RF z`p;<<*D{3NeE%HsY4g34nY8bRPD+UIQHE8&cJ$BWTXX+X`Nr>Ad#WbPJhjc>EMps! zT~KX3ht_*ew$DG>v$E3HC-3?6^lHRTWYlORQ)P{Ak{1{>8wx7zwK5WM7g#Y( zmCL{XTfrms->YnnFN^FICvUt#`y$20{$gFGmH*41Y%(tqkVW0YBb#HaV z**&?eepU3#wpluH^K@#(o>+gYi&&^x9n{su?dtQzjMdM?gjeytS4*8q|5E;HKAHZt z4axfg6540pRBjA2HVxyq`%$;u;K8plf8C_(+uv!P=&)CCKKAb5*W6#r)GE)+s4DDp zo3Jdc;8W#-q*iHZw)N~Od)80zuCQp@Zgg6>vQqo>j=0$4-nTElj<3p_AFo~BBX6gF zZ%%w0yH3nmjZ?lC4DLQo6FcX$LhZ$|R@;MVsE|r5?jul zHCs=ea{sY*e*O(J!4v(j+y7aoIkp$MTC+QbhCRqU_$n?>>F4^xHlC6u@jK1-?`!&| zcK`ToQn4|1~GJhQ!z=~h9}T@+B#F_=oyAlA=bT57I-_RTHIe3 zyzIZ4*K<+5ncuF-HYRX*@I;?EIrqTsXEjY6eI<{XPwc2X^(Ue+GH~U-v$v;v%SWCm zZ@)H&X_CpDZ`;iEx^;r~ei7+7l-H=|yJUy^y1$W*2M))@xdxo>@7ti;pndc8SySD8 zQn{P%-;gb~X1RslkE_(LG)ki&#reB$Lm6t7c z@}^t2-=0?2DhaB8x%mEyn9Y048;&ph`qS}LDTfrN-%m?_`7M+3@0x6U<$S1R$>%q< zx@o`Tg&kGHn+vaf3|=-{(dJBranw5jS1umCxp^Li>(_h{&pyVVc;@=`NmI1kjxg=H zb1dl5?oa#76xYq0KG`f~`k|MPxY-OQ9y8gx*lo)_$;!=pdd1X)6mS3h&ity*@4dA_ zNO8jZG{0vytB-|7f9?3cn{hs0MAP(x%>oz1YIiNOzqo)uBO_<+zMtu*Gx)wuKlT0a z|0^A<${zmO{bv1-2b)^=c?VaTzf+O^qj&l8t!a01lK1^m6jPtMb4kUI8**+8vY&fd z_i;ayHRfoJxy(G_@r3KPyI%Edyzcv z`s{d6UnT!ZrPu2>uj-g{b4|K8|HId&UQwKWc@N|cRF}E<@BZponUjB_%;5EF$*JeJ zta~3l?OKxchNkJSf6ug&Ic>BzEb6q;-xbQ$=Owpqk6W>2k6v5h0?(-8H~t^Ii=TxS ze){n&TlwB;ch(&&vzj&H&N2jfQoM@o;O@eU>E5Co^%ypNqojHB;Y2Iw} zx49ovQg5G+5w_I4aQ^qRM4nrBS>&~ze4FUBZ1)VAbsMj~Z&om@yWnc-Z#?<_tkwu- z%k}2Y;(`yGg!URJ$1XW@^VGLP>RlnaKR!8au_qEFDs>Qj<6B=0EHRQys`4279I{8c>$5(IS3fa1K-w*y& z)M(T?BROYoqR(v6(myZO{f^8sBw)z)skesgB0_Wz5nUUMwZE39}c8sza@ z)qI*`!kKTgogW#`yRj}~N|=u9xd4@p%H1oxcbwWaXHn>E?v>Y`w3a_ByA?C<_`*%b z@4sX|bzR3RI{AIs$BXChIz=2gUYOH-r$NppyKwS@@2eTaP8GK~{9O9GQoq7LD#gpB zw%PA1%VV|6KQ4Eu_T64tb$8+HTYJ_Ad@$Vo^vbQu-_{noVY0VZ)tYY?v9kVde(lY6 z&)25c_xudtugwqJ{;bMkncTc%%QGL<{L5M$*?(sX|IMoNJ@ZaTDK~f?d-u^XY+u-$ zH#fxp@RSFAobNcfUihP`SL7j;2dcBRCnwA*Q`+?PZu)AW-2pe2)Mj-RvFu%-z!DX5 zn(58tTQWjUF_yS(VxHuigblh`t}bG*NZ zWo&wo8~-sy=kDygYQ|QLOCCQsmn?ox_?>i8wQ`}|>rKWl&7EGaJhS=uqG125t@`Y< zwzFI{VDib~Wiwsaz3uEX!M`UKzkc|yK>znLrQB4Ft(&jU?t31$h3UYw+XtU6-Dldp zvxf8DGGGQXl$!Eyn|r>j7h|#c z`f*y(x1i5COJgTraK7XknCoOOL zWMRwe>~+y|%nG|&kF04~@%TW$7Q?bKg=G2c4JY&0o^H7NBiuOQI$Ht53C{-p%}smV zZ|0m2IoD7%~O{`f_*M%ul&^;lsF`!?|o z-n^%a-cKMsGWNC~bBQ=YA(Qzey}_?#O)m_io*v zz?Dh4lg}^if85R8v!dZw0{@q<#pN6X+7boBhFur2S} zw$C>AIGE0`FY5{x2)n9QeLkYusqEX@u)jZq>fh$-DwKLw#vDFeyW5ZNzs>4u!}s~+ z?vJCJuJTR~z3_5&#%6^E+hgvnRS&vn`q>LkuGMm%lQH|~vP2DsM^!!{rOU30&YtJv zD|A;@tGe0WNS9w?=}*B&-+#aRa)Otq{Py;)W|m_YdCz~oV6(*ZZeH2s2d@r_Gc$HG zov-P+`fH2rYUU>Upx|St^-q>gU!v95z_XUGO~#u;ymaHO7yk-_7FM*a;@S|G-+5~D z#_q+h{vJ_XzOi-5^v!<+S~toiyt-uWcOkIs{C&?~>)$w>mN{Kzv^np4slDbi_alYB zj@4_tak=pMr{KW_d!}ews~0@Yx{zx2Q`GUrPG)uukMM>S#vR?yb-UjS|ImzWw0pRU z=leFn$owR0DLs`G$%+eE?^5TjwBIwKj9sF7%SEvrA?Kudu0Ck3^E2C%P~WZgp=rCm z0n5fe>hi!mYzS4SlR{s$h>J0 zADZb>dgqSAk*_}&L>zQKvTsVuUDp``Pb~f#J?cCB?EkVmb}Qee6j;T`yuX#^X3Kl+ z>#Nzn_Oa;A^ZHbxsd>10o#L}cllbQ6+8emEf3s5ErSxFQwP{h4&FUYz^M?tkAJq7# zyzEu&?Wty49rsmU?CbAJ`?6KwbYj8Nf8n3cYwJ!A{F%YA>30`L=S^E>&7S!p{lyX6DXs^PsWZ>0s4$2z&wguV*!a$G!42-{ z=kF_unNG-UvR}9HQH{D(`iJi-oOx9a)eF*ZJX>y6J)Lm_YY4M`_l=% z$z7?e6@N@wXUoi6_|_*P{iW+6rpnv}ch}lZz3@18x!&^N@Yu#Xn_bQ&_qxdcEY2$| zcyNpFdTHFwzDe@d>#{Za-ppIRXRghXrK)F47Wd4(pJMo|a%uPTI)OVzT(`?)>O@LD z^gQ|(#Ih$(HbwMh&)>8xr~i$$)hZX9FNR&oQsoLSE?RG+-rl^?mshp%kj+vxX@|3V zAEwH#@j3O`crIISf%4pa`g2^KA93$ui{^=Zz)*2D`@@loJJ-7wruxV|6+6bj_UO>F z`)zAA7hJWSaaELM>YnC_P5X=|oQ{<|KlN&w_B3nm9l=%YQ9c^SYK;TcJHD|Z4V#M*ma7P*KotX4$kd;n=NK`-VJ-4_)-3h zbK`?sy&-RzHf~NaoP7P|E&cx|W^X^H7MYiI`qBRy$FC-e_6X>%Qo5dCk%>|YmKUEjb7i$*(vE!m-K7#-oDwb zF8BU2_U~WZxp1OevuWR5k&wQJLgD{3T24$@@nMyT!mk<;r~LOhAy;NhICW5s;d}gn zt;)w^A8%P1dz~vKYOk#9OaIb3$@gE^d|Pa0;ytZjSe?uL!drFYzY)JC2C>W#2y~q{ z?S%A)P4l$=|DOBmbwZEy*h({LFBUuBy)pWUqgnE4 zD@oA@kEU_^8J?ASTllDUnwTNm|E|4jPQ(VJoz~9UFZ*#u#n}+cC%>C+)LmTs>v&gI zkw}!<6hV`RMfDvU)+>E_c<9Xq%`a_6g(s8~nI3OBxNGy~8S!GuQcKyEPW!Q9^>Ve< z?sGW4&(w4LB67l+_n{n5;Vt>AbF07Dl?98-c5zlGegAT)Kk2cJU~G!h=h~OSJC24` z1#bWJqf&KC{51Xor+q~$ryg44RysTEtn$j;-C7!Ne@oTetP7j8BT?FGSwK^D^$p9~ z$gQ0T*)3g(Q)l=dsIfX8FI_LeaOByQ+Uu?7uL_-idwJGO7JJhzA~*MW=;uEAe~~*R zt~-5G;I#59^`(vZ*enK&m_;iJ;c3j@1uOszfL{ea74!ETpH=`NOrQGV{C0oyXN zj@GfaIM0tW(%N^x{gdYUj9;4y$@Z z_r3~#k-yvIVOZO=$;2rQ+xna4$B4HE7u-SuN|QXrO`qJ` zayI0_uEh}yLTgypZoeYm=5+aTx4z5C3mV#A4@Q)E)!(T+b@4>wo%mBy`*)bX-|xnJ@B(v`5v7eg3TkpKhseE{;nDJ7#X}<8JmzHmN zH?2xId*g)mmiCiRbJp^mzj%A~yJ=<%y`LPCm5X=#_2c2EV&jFrP5CF9ix@pER1Yqn z>M_?b;L_6XMTURoOjtNG*ZqfReBb8ie6i(Q+|R{$y#3EzxN7OGt99SE*Pfmmsh_<$`jHLa`R1an`zAHt zxb#bnef~%Ll{#PE{ErA;@mN&h~TQ&^B>Fi zpJq$1(p4^hVY#Ac#KV_!Q z-_hExQO2_W-0}>q%3ifS%TX}M)>vp;BIJ#O>S83J66Km&)RL@F#Sbu`A z%Eq*K%GqmGiJyZrTFU2DzY#usElNmm-sif{=UOB8+}Ph=nOu4;f4p-|4SGR`$Z%aP3jgL5&aP}mG{`;#lgjkeXkcwZE0g*oM6|(t3Jyx=7Ram zGRw*5WVjx-E7+I5c5yWOrty>E(i-M17Zw}jP5-rd`6)gxue6^A6XTCm+n=&L%XC(T z{dnYsn5AC7t~w{zn_Zaf$uy<<$PJE7P9+iZ7e#4QrtRC+@-Jk!M{2^K`SGvk>TFZd z)MhAF^gojUgxEfxYo*d z9-BW)SQK={?0Ph9=4%4q-MP zgGQ^E)JB_BPI-y1zB2#b{z;wRv8uT|^z&lAU%HM4ni9)CrR@qo>v1*iRd}oZitJTC zlQOM-#vV9!-?erMM;Gt$C+s%!pDk;dYjtJc=fp=n0UT`=wQHtWuAFi3k3(9~*Ht%v zIp1B-9UL&nEhywn+eJpN=z^!~BdlipH;db1{B~>iq{y0A@2@f*GAh~>AR)IQJ=62L zWs$O#8ADCrRN0E|cWEVCyekr(fBlg;BRgj4jtM8rLS)zNH0S*LKI!0NKF2=qv=@Ty zswaQ^&^#A^!ZY>cv{iTO5{~W&I{rWZPSLUhf4|M~$X!+*GUK*rsNwJ8Z!fjIKSe!E z-L`w%R(rnMyN&1X+Wh}LN7~`y+67Y^+fE(5seih0^Pzj3nuh9|(v|Ks97~&h?MeNu zx_?oZUp?!NEcCp8)_VHe9TnCb-ctLw7=4JmoiuOKw8@ok&Ir3XpKiE!_VjYmp9@Ro zJSyq_P^|prbn?a-`EBntzIM4OxE{Xjk{h{w!u~6V1g6w&JoD{!>Fg%yyC3}4n%AWm zn76fQWU7j7yRB#X)Oc24)U$AZUuENa#o3(eZGD*@o=FpE=c?e0=-&{_qTPRct#s<@ zhL=BWTjGzLU-l~X#HBq;vP-7vuMuO*O57QDFiqFG&^xTi)|>u#MLR=V)c8WZQNJ5#Ou zWaS#z-w1ffZmQ0HFmcheYbR85_-6aAjA5SoGXKrj(0^0D$wmKk=eWGB=-|z)6LoT( zH8s4~DymtFAFb?keqd!EaxS?{tJtCSV@`nOGgg+Qb1`>#t7iVYenTNa`{!bJ9;LJ4 zKlX(zo9kY;=iTGj72B?}Y`LfZMSV@~OKz)%?!fic@#haq=G}IW@_1_d`OJm{{Y?+o z+4P^*n=?mysZFod?)3kzvf5|;#hatrISwwcHT|n=T*Egr&->2`%FvuB*BnRqlStL`B4 zisW1Q7Z|6;s_uLAGOy(EEJcy?R}QiM+%WU+*;nV&-r1eM#Zx$cjjk+r@*<;kRSTD^ zE%8)OSZzLyWtxeSZI(vFSAM}OnyPbK95+d%KJYKBc>CAM+W(`K!ke(F)FzMh&+Byl z%NA>ju-p+kadPv5cM=CeKTY}S^uBQS)%hK3&rU9X5g{oTsBo(H=cAA>t&tDpe@_;9 zuE5Hv<}5L%)}IeBjTzY0GpMOn;NlFkA0yr0);SSzqr@ z6W;iq-QCip{QJ>GrUv_LCw^UX>q*n=j$aLS0-L!r=I*|oo#}U5b5o0(%nV+u{ujFf zUnxJ!JNb&~Q;ShrPqXCYZQ3{9o92IQt#_Hh{a8nE?(UCiT`WucuIp>9w9WBYq-L1M zd_FF=H2KY${U5Ds6aIPm{5|?t`1`ePwxj+lE!{Sxl$&)#I!Jr|Weri6nh@1zvvr=k zr;n}tOd%tdsqC`^RRf>ztCntN_Mf<-vpA2xH(uj?^XKlxrIA)*r!{ZS>wO@g=(A9A zO5TT^B~wDzunBF5>8+l3*&}zY-khj)yhojM>Z-%cn?q}y%qD)mXm+p1?AN0AXBP0} z`NrO!6aKEYb5UZ(58p0!m+CbSmRMLfHmf+X*ywzAtgPO+$^P)kjVrp|`Cqh5+^75g zYLTj4Iafu_3Z>M^Y{ly0fmJ`BPCtJ;igS%%sq+=jdCUJ6?3jG8$t#Gfw)^2u@4HKv z=oXm>8ptnrkn#Swxv2WJsT*FgMnApoo;l^{E58@s74^|Yhki}_#(G3-hm!6B_VihG z<^R95o`}k<5<7OS>#N#B-jWcp_S_}aR5cBy z2FW$4=MKBo_vBw$ICs}>sku7>7kMmJKghe;XT!7m+Z*?sdzQ3%+ss0~puD=tJlh-= zo?l{H7T)pVm}dW$pp96q;w zSn`a=%JM0f%i(KLcb84?il28zr}=>Y&(4^prRwiOE6jdbTkA$F_&TF*_Bli2Dz*np zmmFEP%V?AAtV{hF<{{5s87#ea$|;H789P+Zoa4X=|o2l8#9Zo5>F2~I`GTaeCq38 znkgXvcedCR_hnW#S}KzsUz_E%l4v~cV1SMQIqOY|JE*(cl?&b;q$@cHSP;>S*Hkv7}d`h5N8 z_mN?@S7%OWyZORYG{pDW^y;d0(__vnANNxDySZzTl&#uBR#7*3PS$;S!c#u*T|F@W zm#WX4nBDyKi9LQiXAT-A%zu87BkqOVo4kT{zWaxGtG-WBy(pW?sC@G4X077Ju403^ z_oqE~_dI%Jo%RX$Trs=X-BSY1@BzgS7U&w5Z+xL^%%BJv8uf-uwO_ zUtt`_#bC+lTW1ZZ`|Mj)a=O>GjB4Tb{YuOYs+q?DqQr}r$ z6qA(xU;58KxiV$>^|s&JGTi0)etth@!?V47-sV^0r56&eZg?bjXZjh51Mb|Cp1Ri` zPG^dfR4=Yxa#Q26!`4a9>rOQ+T)NULNtNgSvA4#XW3MG>C}Z?3!nEe;6TX$B&_FQ7;M$3b&8Ci3-u|zNH zsy$--r>f=uw>5mXu75qc@ae3WyCyFLA1K{fd{xFG{$hd6zl^hUCA9Y@1{A5wbzRHp zvu>T1qTUv&JxhKi=MGu6D-8>iB7Duo)~}quC8cN6qj`rH8H;v$-+b?3$yV7o<)iw8 zCGQx04=-j45vy%p9c_5_S=s#^87Z+Rc87J{d~g4H!!@0oc3Y1B+trqqZFr^8?0|V@ z#+#7$np*4Eum7;jGX47QxA_Z1GIg)-X?_0w=>7vQ^O|lhy!K~y`}ECsc$z|^eaz?a z=UG2GxZAmUR$XW6?)|xoWFDMf)ACT{@QmfFb62iD7rOoTj4(C1Z$C}y-^!$wX0DJ| zShuEYr!dpSPi&cP%-`fcb~PUV+sShKmqA6pmHQ-~U`A_>37xkEG=7u|u3GZuzM#IM z$^`D)r>_U>`Pt-hIx{9EJ<{!#__|pC%L@C03aZoJGjS%WMLjZK^R?|!dbAF@7eyEsT?(ejt_WyjV`{Tgih_%9RV8-@7= zVrx6{t*Pr!{WW^HGx0A-9O7_?9^siwkj?)<1wrF zv93M75``r_pVyklzmI!A&(z^dO4091V_840srqaYc9mkY$~V4o{#P4%^4N~%V)l>S z46no0mg%V4-cXs#uDRs*GJ|mc9x*;eKCQx8E6%V7wwnlkx$}!jLnwZl)KZtY`QJ5H zZ;O=v_u%(~`?ex=cY0UsQ91l+uEr9PHOrUYSby#N1DWTkj+~h@Uc0%LIuySvcbs

{y%xF?v@a={4i-l&*Nhxn0yM*L1p1K~PyzA@E`M_q4X2 ze&PDw0Kv}&p@2^&C71W5;O-*@Y5IxCx#RJ_VZ}u~OPwIU< z=PWz(Q+dOp%vJL`B;QQExz8n?@zKn$0e?Ow-`gs7co*|k9sB>@J^DYm;`dIuYE>C= z!o_4|l;^&$okk_CZ+BR{brK8Q@#MCPU)WyvU1yfYmRlC4?B-ClTXD4RqtB%qV)zs(H zOx)`4TABG@cVRTY{P<<^*5jK`-j5BB&-=o5>>vxfr<3=+88YXcl~oqXx|TWkr#jS3 zY|hM{|5@QoefRwd7E5=CYA{KNeh%%(e^61m6d9f#lxz ziz803y*%xaBNKcvYe#E%`9l69fp_wG=DSQf9eJHCQLN&-;=_!0Ay!kCI!@MHeWj*Y z&%bl|f;YPCe5R|mD%P5-3QRYBl=jhk@sAv54~3;Rf6SX|jqim``MS7@Z{FKgrU%)( zr1X2fo{|0_czD{9?JJ}o+@3$*c23!K&G1hZ_amz+wU}>a^-u8$NZq#V#MRi;CcmB) z7oAJBpS!hbOqllHMKtq6c9(+npS%52O$@sWyc8!?J#)Xep?Jl9{t$+xu5uq2i5DmT z)Oxu2@MmY0E5gfl75a_%u9a`?jBKI{~znVO*^u$ z>RasocYCIM;JGT>=euOx$?bNbx%;J;imhR>bFYYUpx%s}Ssj;OOxKw% z?!UmQBPi`Fk9b1m+e81EYJ47_$&kInFkLpW?9*c_1+Bg#uSz%$N<>;bahZBbZ0A(x z1)f4lJ@ZR~??hc%TD5&aWSQvarbjdPB`SUXn!ZlT;HgC9GaU)uHCo@7G_5<7_hDA@ zp6*?zyVZ7Hvi`QLKINpp-ka|+``994bSF!7he!*F$3MQZvsKi7Nx+YoS@$-jb3c4} zLwDVg`sW4e1+9hE(ytUPt98B|zjWN}SL4%(l~VVfin|tgw0!t4c(XsHhyPXLB`;B? z{@Hb>YpS0AKPVs3_AJ!Uw}avOj!j##i#k{eInPuTHZQj$*FEwv?yg)y>;6>8{mYaV>=WbW=TK?dqJjaD7U(K1f1w2?U zd{AGTeEIX7b#Kl5tCsIDbIX`++{viyStGo2@!c>xuCBR< z`OeE*3QjLt3zy#Ip3XY;wY+$YWLvo!US8Md{G=gm4HH{;2t zBaBr`(rK^irte;v zaBjop*Kd>0=_&_(*ZOnPK2=5Y`3Ws?lk9Jw|CGMb_txy#);4?ftlK*Ljb$6UFXS9B zFypD!kq&0zn6uL|{kZ7Q3dIk%wjY!>ZO#Mxg3lc4(v)22*KNIvXRcvd4?lC#p>%o?C-$QOJ zdy}%&T3=@B|I{o1);Wr)E@Ae7M_S|-Fy@Dls?)DScT_ukM+|4*T zk@p?nebti3&gMIo7N4mxoW!={3?KLW#XH%geuqwuabx^&Rige>Xl}w1Z+o8kia+x+ zO>eNQtY4DzKI_DjE9@6q-`=&(TKp%#CEP%ruXn9}XMc0WeRbj226MNaQl0SB)v#9e zf^%v0@%!J8xx85wcvYo%>$BUlQMt?3o9SLx)%uirjAdZZwAf0J$RpG%DPT4!Hng_?2+ z6n}XmmHWlML!7aJ@9BZZ`<^B~R;|?fWhUgV(pf*r)jYb>dzrOKV(Foy%^hLEf3M8a z?1*u@QF;7`+&b-D8TaO7ZG5<-ASv@_wB9p*Md45ED>rt;tZ%y@R1#+&Xf?sv^VU-N z2~36;Cx0$L5}zmVkO&dds%CHdSZH%Yix97~LSQ~CdjzuL0wNAe#Gp7YE*vF_c* zOJ5ePkSmv;cSTTRkx-Cu`)!8D+&^n>`ThQ;me;wpi2cg_&}ky79{szdp4pjY>D^-T zIM=qIBz?k?BDZsng6sWj_?XUkmdt+i`Oua{^?$Zh&**hC5rEF$f--u z`+i+MQ{UrCQqU?_hm)(fb!)JCC9PcCb2~%kqw_c7^TxO5W_-Nk&i`YN2)qoVBL7bb;~t>XoIU0v*3zuKgnB zu<@L4?SfeWI|Me!o#ITJ$Ev?TV&>QX5~;SEIdxCft|`8dfA36%_t_{fndt1Sv^>t_ zf4}6pYOYQbZkjH-`9|4^CwnXO1AZUbeYcS*=h1Y(|7D`RbN(1rUl)pI|J*xy+5b%i ziOV-Wo8_Hd>)~YK)5Xg-Bf-h~B*Wh~Pj_)_OckB!wb|5aQe-+$$5P|ZCC9QOe1jO; zuQKHPeLSzSa-Q1Km78|<9yuoI*ttTl>9lZ+QbWt^<;=6QKQo`{jJzqE^0u|~ zZ+Oq_m%iUbt?pf)d+*p2?+@EH&g|!A4hrNsn$a-bSHt?R(Vq9e*9zLO?On1<=7sLJ z+=>G8s=L$0H5+ZzjEpolIEeXf{J;GI|IxkI`wJF28H!GS*`*w0t7&^_Tc475#@k7| z&Fh$Z)A-JEEDTCtSYiGANWOS@9<#Sj)QJ7MC4aGW0c+&N>g6TRQoib+YQJtL zVcWH~$^B){UrRq2OZjwqVBhPb$l5y!Jots(75U zETnYihrZo&HfUZ>QV`>mQrPVn_1!~|{oHBO?|!KoRr_+8&N=Dms#FzeTgls9?m1rd zeyix&kkg;19C_6;!!*A)k1=JDw)EwCPOIx%WxOTld4`;Swt%f+i|cP+Yra&*LRM9d z*}Qq~_4VJAp8jZZ*gPr!^MOdas@*f1ZC)NxR+-DTvgQYu@5Y-`a|KyyKUo;;Jt?ow zDP2%g{aJd6!KBW>&ih<*JbeC42+xsH-F5r=#^>1+Hl}U7o<8IHX8)GEve(59^;KCE zG(Bf?{oVUqIAa|{8k0|BZvQfqtSgOg6z}))y?rCBWwLsE@QR?|oTQXJle;*#PQD+~ zz_C2~#?F+kxeolc(jR|V?EKpF;li=~8XFI>n^k`;Txak(<8kfzY2Jp5e$44N_l^8w z(X2bu@pWtJtp;bln_C#Ye?E;ks()7ePwMxrlWWWF>{Jk$9C-U3_gtIF+q9VZZ*R@| z=@BJ!xo?pIx7cFSHNR%QkF6B4x%IeiY2*)cPIHSNd3U~>1#`?@IcI6&O*#$Btg-{L@FbSsdXpkJNpu#KbxE(&m>wzxHmLw(_gS@X`5DFt+9yK^lB?w8K3l8_U}OTx$~!t%T|R=dca#cvGT+bwdb44 zTQvW5h|LaGN)x)?&u_q%wDer8)ydtP{U#U~fzr2^8$F$#GslV~v;^)JF6(=U&o*A@at+2dW!Op_ug`(3<&hCux zTBEz_=bWhlbJ{-T%KUtPd>#A8bb;ym0h|A=KleVMe_`p|lU+|A7^(MjUHoht^7?$O zS?Api?ctIe(-)}s8F9~Dzh}Z!Vde7Y<_~&b82>qQ`2Xyr1AFg&{;=<^;gdOURSw@# zh+QOP)BH$jz!RYspq9;tcuNI^*PZ=SS#`wo{Mvl*KTey+H! z$CH$qS-$dOwdskMar@S~YuxmWecy7*T4Zn6<)BYdW%GW#{t~fl-cOdy=DkPmG2Q?D z=dqKKhu4jN1_v8Fe~Vt+aO=h?v-D*wFYbq~nE31G|6S+ml;$imwS2sQE7DNdVP~n0 zI+siF@}i6$M!RQIcl@%SlC@1oujfeH&8stCg|6_ri51?MM^s-EmFXY70<@#<(b z@2tzMHYuNO2ZYPqdo@$0^|9@y`-W}$?h~$2$@Aw< zUR>LB#!_LDveg0q)C;y(3lkswK9t5{_~y@4x97~^JXblVmnZXUYiw@k|1Da3?e784 zM!TYdgNrjJWSd#&L5g*_PWkN`di(4-OG|84^MQv&B-$GaPRrIs_|L1e2$6E>^t$r zj_Vxu{ZoIvX7wra@6%h_!+T1!^us52X;~z1S|TzpHi4;NQTcq!ht&a$N3H};Q`%wI z_Nm*Wk-0ilLx9OhJFui_y-6_B<0*Tq1z#LodeFX2?vc~sEES)sqmDAm=BBb<+s$IU z|5z25sE*Qsxl5~l++r_!qkU#e*JYXiovFot9^Biwn0KG&)`^_v_h-j$2)~r@BPA@} zdeNi@Yxd^0ZXFE=F?YSe|l!TxJp`Tz4xz^K6}c3>70N1{J_Bi zySK;xy_}eT=TF&8+w!f^91mIAH|+BA&^f0#Kkedqe}QC0QT|%9_ZsV8l+S2MRh{{^ z*>Dl#i+x*V#dFSc{9M(irg(oMuSAgjjzdLp6arLCEnBUI62gTnO8Cse8`Ur|2 zIQ}H&qj$D&*7cax_iGm3zq+&{Y4_WG6|1ykAF^rQerKL|()UHE%JPo=_ZYOEoO!f! zdE2|LaQQ2KmdkfceAp=V=cuw(zW#5~zjvA!EPv`m0OJO&8~_zVrKc&T5YBoqq9__ugrLs>^4FxU0(ruiK+OQ>gXI zEA4lijB@@x^bPrDl9#1nHKm4ON|&cEv+1M@bsE=ewmX|#o5PXg#`&PMqLTY~o5J>1 z<9AF&HU&J4i-Vkf6!LCs)G0h}zq|7NpYI`eCgi4XYWUE4^00PCPDIvoHgUd?*E}x; z&O}eYx;veFzrAVg+x;6tRV@sI4UaeF-a6T*bB|YcrIY59%=Nb_$}Qxijb4~PuvNV; zy5#9L>yuNIR1BwT2UfH^`WJS=^h4A2NA24z?5b_L{Eruv9iH^O{YLb^H#2`eI2f;M ztXp}h`gKrta>z}H8zLhKbKl_%Qk6HZEwAD|nmErlLHQ8yA_h#-mY#^q#o=@P>=M_O$ zZZG?P;^zg{9y4==4ZAdBmqt(85Lfc}=X2rPQ?9(t=Fe&8=#9R9{NY0V&UHN}j|n78 z=I6F7`M%^y+4q?r)~?FjZR**d>R-2Pqul(%^RDf`F0RkaWM%R*h5IU}8Yj2p&A9?6 z3^y>oZvD%0can_Jxgg~cEn7%X7+Qdm%IH;7lnM4RaYm-rTI?2@ww*BHb2w-l_Ac*g&&pW$rnW(zFGCY zuaEKmw{0r~9zw#E5`C|Y|8KP26D@YLvOGxf*5=r)s_B0&UMqJl<7R8x>QWF8 z_hf=o_GV7(lHr`QyGD6&(VeeP9xtA!7x_~#EVK2o$gb1PYi9;`>0XoQ+H9*({B#QQ zuP4!k&o?Ds-t#p+ojd)=lVi+Wn|(HS#eJ)mT&j~jQGP4G_f8(~!avJ(0(>U<@3l0Y zwMpzs->p^kd0x8~-Rq0KJpby>!}>AFE501Q_(O>4QCijd%dJ)~9M(E=Ey(un6rHT{ z;id3~HK$YzmEJo)Ig_(Bd3U~Ut8w0>V_a9KsBYtUn$DvUnL5S%uF|PfZ-XnGx|x~U zj_}Vj@UqUIu2S|)SLxZGp2I1U3#J{^^^jN9TUOSx>0?|@QO(j-zkKr@l)oGF&zQpd zxUe{l|Gz@)*<*4Hwb$YUTfQXe< zhkw6~($;ChukS?{IevWm<5A+<&_A^&bANw(5bi4fLUKlz((jLdKa1Pn@tmAWg&uW@;^*p{E&$M_V3TnCaziB$wgl+@1FP{ zcBQQ+`QrhDeVVUsu^a5%ejsuuugJeL`Pj|1{i(s9!e^ce)KnEembEbW?44O5b?RFW z`@VEqeK2)apTp;_d)D5Y?^Zn6{318ZRz&ZHip;M*5rtPFv*tg~eLwF?y-4UE+vwlf z7LN6DEY*xNlGgVY<}E%`8qv=8Zl}ZxrB8Ml9&X^;$@l4r(M4m?x!c|1^+NyG%>7=MSsxmBNMMz=-h#Eo zZyz5%<#O`gr;0!8rkf>RJo7GbQ%I6{4_jjo)lDZI_KLaF*%NJ~U0&U;^W8^H0t!?A`mT7Da4Mn7H!j+05=u>Y^_hYEP`K zPVeqsaUoWxWBPIf(@paln)iHl7kC`$CGVXn?pTtjst}lW#E!WnX_wu}(@#%Eyn8w2 zq~*Lxp{LKAtrCkmwv_pnm{4TXR=LfxPwMyPu^76{&y;eT`;h(m+P@pKj?CW3K4qQD zQY-IJrh?psk1xCxP&@9N?X-$ZImtCr5;?WcY$Tlqxi_r60*+@~Jn43p}gCv3aoL#oK79(VDl@8-|gJ27B?{DU2T zbmsroy{hlPW6hr}!4NR5@${Uuu>EO4x6ZttwBwy%l17r(v(%WMjZFI5Mn%c>M?_;! zoM4|U8O>&R=N`{l*6%Z(`F3ft^3<~T|Nq#;{6JV%qH4{>117)rcx5*CYh1pdag4{e zkNakV4SUL}166vWEhi_=yHWhET`5?$>HV!6hkWNgcz;eo_MukCPU)wTJVp4=iy@D9+}zf;eR{rR;{M(7OFb>lZA;Z>jrwJ9_;X=u`UI`0&(kt? zNFQLDxQ?Nr%1_3BqQ(kS-X0nA*Ksa_n-{*)*v74?U(lEDm&f72Ghb5W^X`1cc#Gxd zUJCeLwl4mt8}q66<{i%i=U(s2cW+qBp1EjR%j37lF8gc}$-JSt<~-ND?QiZh&N@3O z?^!MatC)Mf?DU&mm6b%M~Nzgu;9zs70&Tv=3^bWZE=Meg{pI=AlhC05I4{}MLf zEpfVW=GB)E-JEl+>Ug}a?@H12F|G;!5cKSs^~@`mb=MYNT%yAM#+)Ox(>V8iw96_j z^&abO?B1EB>reZuRy4dl^UTiu{d}i$`PSOic~_svY~L2=wPxmuhz&MRQ)2fWytG@Y zVWQcguqhpCbsrN{BjxfFFHF6=!}+qRRd`gD!ajwsGL=i0<;}6r51GJbe|DqsX@&?6 z{U62JMJu*yTrFaAZ-4H%cBR3zTj#8t-|YNT5hHT=Zm=!;gx05f_cKhgp0$WISl}gh z+^UF)a`sH~s^jxGt<&Z{dsg!~g!Rs;MZt5vxh~nb_y2u`|17(A%Gu4dY;$@f_;r)U zhgmDLP8RwUpXpiivFi7S-$s{9(_Y2rWL>QDSYWM`D-b2jtbAb~yYfG~N?*f_gm>*6 zMiZX?w#=4k46yjM<@(J#JG1>N^@ApSvg?_%Df3Bv=Wcd>&3+$k-)4ywg`TrLPxQSH zO-g*VI7Un{wshL5c;oYZT!*)NmkDRpx))w_`Ew+%Wv5nC)W6gD zX4bW;U+TnGB?s{|wAjpFGtJ_}t!l5`OB9lyF56QVX-X|dZVl6?Pk-)bdT<~F!smh%O=i>Ys@dzW87h&(5-QE3b8y zbS}3{4tg5$orHPV{EZT|F_ zNd^Cw2M_eB?k&7^t9aMnAEJSOW}I4-&}wo{^1^}j%O|_!f3C3D5l|MqMsLs3V8NjC zx=h_?FQ2lMDQ`|P*!Zf)>ODhD?s1Q|yAqQPlKExB(o_r`-<|j^bYK1A`5P9$x0E?7 zQ<|rHYr`1}S;xjl1~HHLr z&&hA^RbNZ@D0!QF=+j9Pg}lnu(KYhDsZ$t)HeEDni+A|8&t(4E<(vmCR`~RCCmiV) zG7ao5c=&kFl3nTYXVX_L*5%z2Rd-53$-%IgtEDuNd-a9d<*Kr0k2dv5E|iFhnrvig z{ZDxDL$Nn=ABU=^J#uENa^&Q_c{guOo?FLf!!B!?eGG04%Ts4%J?EOvd$!}#-1J@k zwq-vT96z{R>ij*iO#;kPXXjh0#Wo0hp4X+ifcY7JndVs~eV?^U<<;7qJ?|}itLD8q zyixB1nr`y{m?5sxQeRc2zU;k8F`EP@-tTv;{1$NiT_^X$Sy7VaR~|pM-}ZjX$|du3oi6W;D|)@t zfFbU)+w9Q)5`97++4QfRxz_(Yo+~c*0H3=1IfleD=Qn>V%Za~coabv7b6{t{)qa=P zKf8B^Kf3d)eEI&moqQTsi;jeC5PKvwQ$S12y{uC%)M(mL2ZO7=3HmH%#TJJdC&rsq z*VnOaz0<_{H$rITdL57HobCEvi*%(oe3+;zKYwC=?@nJA#nX1KQp?}pcf1|4%XKPK z?$$~*zm~0A1?FB;mU<=F8ZI1jA%tDA?8(j0)`vl>V>0{2ZXch2N4sFh=Nk*>$nh$6 zJaOx}B`B(f>=2XIkT9wOz)vA{c{%f|*Dc$>} zgXfuB_r$zA9>@8bKLxoSY+mxx-}|4N-iQA9H8M(`OM7qFDX)F7k0&C)>!IU%w^FmR za`#!s+|Myjn{QF>JwH84V@CLoV{e$Zskeu6Sh}lKta-67ia+DY!Se|Z?!9X>pS&Zh z-;vYm`@09{-%Zqf{bjja32RJ7sg%_B$vaNnyX~OB-Y>C@=kTt#sm~t1%#T#n+HZ1S z_g0(IYF#OTscjP%zmfBtU3b*>8)0~)Hye1*}giv zarz3srbgHMzxH;gM#)dteKqfEf5T@hnch7tcV6|sGkbGqQAXGi=4Wdcaq6t}DL<^Y z|6Ihk{+wpERYmQ;cg7w%d-#5ppJbKm_Km8l!Sw~_-9t^bUt;d}YrRyWFvsdQ`%Q<1 zDTbP7J8_W(Io4F1Kj+Z!yXMvFyB_R(JA0cZ zy*&DL(UI z+cra~?2Of+R@v!C_@32r9j<+~q~nQ}km6>yyfTgl8K*4VeqDKDUjC*y!C_fz;Xe&W zJ0ELx?p^w!D<_%Xbx~Y@E;{zuVXX-sdDEsH(e#}co?mip_FY-t)+Fr<6B=!&?4P=B z)}C8&R-gPE4YQJOs>GPbPiH^ibbZkTwm%0RS3YI7Te$q)wP*e1`!`tLz4uA#ruC+F zy@~$3o{-wW z4MLISCwDpb?$?{P`9yEviIzG0?#K5YmieqB5X_NM<$iLDxc>2y>bqOEgnKX9->PGzmWy+2!kU>INQ>vKmI znRxUZc6=pt)Ld%G)7$fF+2&g)EawsXC6b_PD(v}v$JOAH4E;+}m6siKdwzxWnC{+$ z#g{Dm*otj6j0#V!FNUeJO}sT-usMVor>NEA0(Gs?yEVo z`gD|8@Ptl&t_Y>wpJha(x>|M>jf@jpGsRYg+tx1>a|!p=2HvF=XW z{h0ZB)@_*TtF@`ruq)#C_5E)@ZsrN{@zEI7+$akV&*-5o4 zUe}fspO!aeA&!HWrOCJZ= zJX_rPN^(`d|K%5+3)nce{FwhBzcS(9PPb5@HwqF9qr{w)^8>|-SFN9GG|8>9^X>gC zfeVGQV!aOMMFMs$QJD8de9fO7W+t8GQEF{jWP4vVLED*8=jfug z2UB)zohUV>@bDV;k~^W@i-M2yyWS2I@zp8aIVFj2!hz0%0;g8px$$vZdj@aUt|S?| zeG#79Ue4|vbnbj9lY#HHrW-q| z8N&}{PO_6Py1cv~m_KxO-37V#Q}e!7eh~~g8Y#Mk>+Bz;1hzHj8)fs?-%f6Cs6P3* zRh;W`(#O8aT1M_!Jn}Mjf-|-Te0tMaG+q9h_;bdcvR5`AeG}9a;Q#-_t%@Sult90r ztjaZxkxSNZs;=(1Au#W!_F8fIlnQsI-enaxou#gBEqsv1^Z3Lwy$gP;)>Iqx%zjyE z*7Ek}%>2g!y;V!rEYz^l-TOXX=V_*CE(&JByz9`4m&QxqK zOwjO^xZnO>bLaQl{a<$PNu4J#Bkt%jN#WPu=eSI*{#q^mv31+goU!i5|BnU&yVO^hx~(n^*sJ2)^JQO-n09biKM$jJrqadw>xEhN-xU_P z@Z1ot=ANpX8$K~kDerOHsw48bdP}Rynv0+D==pFru2487kh0>&ua}Qn=D&KxbFcbV1nkJ?-?DBtle4F(myuOI<@4$)JMM$%UgYW(5PH}hq*1S zBl}XDGi$xfX-DrRNf`|PzWVNXDJMJeUHXA2i;if9gPqSd2ELuw|WFpngaC|Je>*#~bq*qZ4;uZ|mSY8q2)B zp*m6Dc&X#8jcIFxVqL=y*SI|PxV~$p^`~o0S#l|B;>)%zZ5G^duwh%^i;JoY4j#&$ zKV#(vwT;f&uco{@?VP0ZD1NT&{k#p5N2bo~i~bN-`}`;W$uEv9d}}OY0~i1K5iH-yAu2Bha?5g1uWQd)3`11ZR0T>yE*=`&UzYAd>K8=OsUr=7)+T}rX*#) zfoU&SM)*35_2=$hvc22;_gAr(_1*4_id@sSzJBXOx!W%Swx&cHhIMXHytrD@E6ecA zWU+$V$zQ62TAQ9L?N2({`(UbExx9^#^K&hYTW4)b7L=7-PU}fLzp+iY`Qz%fC%ask zd%iBatLD2e;GXb-qjO8YU%7DIAymYvCGp1*uUeMw8tw%Wi7J0mR#Z;XY&!Sj)_M{7 zs}ntON00eB@$Ffy_}gcN#}CT=&f;#|^wh?@<*VW@CbQ{m zezTN#J|<0*VqWz^f8BBS!_|g6f2u??y|Y=fXwkl@4xaw9)#a+`)plFOUWbOIZCf8X zNB&?NgV}Dsy!V!N$GK#-Mw)jA#b(P))c9k`^-G%LP^o|P{MslEE8EV?;unAK&W!z; z^LW-ii-pTq{JthPXBvCa$sfu$W;JflJ#b%s(xH{^_tvg(O_@=3Wlp{Rbi?^Uf;O8~ zUOVK?Qm~%xS>xNUzlZJTzITUOo-?g4=@d6~oa(;e*2+%fZ5|(%znA5|URiWz<@;OT z_U=2myP>~4`O5|U8T+L2Ha?YMusy7lmu+SvnsjUS+3Dd^>Y3^f++J9h*Z1)0R2Byo z9VTV(-&N*P$HJ%0E$$X_;MuJBckR+Q$#GgW&QEMA-PU|I-Ed{+7R{?~J?8{@Tya>T zy7}w-eU|rIj$AKzy~Xfd-iGgtubO(V{rx#dI^NfS^%29l8Q#LDEu5^Jj4Jh`8YTB= zd=QA4P$-5T0EgDai zK9*k9Zo1@oMJDh2@9^a9Qy)!RmbP5m_N20{-M88)XCn&MzB>HSRQPbqG!wmP>1Prc zoxIGR*GRW>>+vtyXYfKvNB!cP=+6)C%sG2SUx;P)>uyjGtl!r_3(oeTsYDwL4j{N41oLMLX$~Xc@02%M$Td zNB&*8>-%f+D}mF0|8c*1ylC|gMt3IfsU^<>|Mh0yJYuu)cGJAo)z@+>9sbSSbz#;H z7McIr7cbBIqS!W3@S$olhturs;xDtOE8bHy752CJoRP@;j)VEO`}6ONHO~(OZF?*) zuC{yL0$-k|Rf#IbYaPt<#5L9*N}O4$`E5JH^{RgsazS%77dG|e{eO9_t7@^FRlxiZ ze&%BC>--j&oo9#Y8Yo^wH8mYCX>E}b!1qTlJgFsd%)V*O9`jUEkIuVsRFKil^0v_(@z z-d@j@ZF3p!7q*-A{L-`${4Hj+zbb0(4ujbLds%jg9MZlp(cyK@$J;M#U##}qwQ1Is zlk=W6Td(~nb8?~Z?I`cswI=QYtVJILSn^M;e5aB(>9*E?*9_Z--8qSKGkHF(TEWTc z(>%fT_$h@w>+OD-b>5z7ZaOKUGMnSqqccmt8%=6>KJ~`xh#ziiS8nFJm-s}D<=?e8 zch87SPhNRvjj9&YpVz$mnrE%g`EY7?)1HTYTb&=Y@Sokfu;OjZgrlD_)^m$lciG0X zWbIQu`RAG%L+zvY>w5Th?>T#P?Wt|PKR211P5NfMRxxfdC`i;e-|cYU3H2Qyn32l zpeg*i!eiOO&Z7rz-VM0Yxa!6KThB9Qv4`ofZQCRpTD9Os{Z5|kkDgC3D)Q}{EMaYx|5;yDw#;L__@ZeUGwfc*{*jbB@;hkLwE5YaU!H52C4Qj#j7fQ+ zN9y-4Te<_h!`*&yS_=lxE`L+;_|dv3Irn=jRbnz=W)5*JW%AaH3Kec>5w8(Sb z=4sP()P8O(EK#}2_m^#k;uQWJ+Cq*cvIQrf{w-n(G%s3M`Q)|O9%Yq=BSIwtm!$SB z)~|W^AoWP1zr%u4ZYdrooW;4@w=B)?veP%#sx{-yV}E&J+NT|sUb}8sheu!j`NPki zC#=ro;{)%7-(DvKw=yo7_a^GXqM6yDYV-eXTmEkr)5aO|wnuvK*07k~@$mals`u^k zqq84bl4rk;e)24}!awcF$`w!N<(H`y2f2Jn^Zl4QX_u8 zSSQq5^SSJY|)K@m#TM6&~e`uiz@+#OJ1+( z_YU>35Sr|8?AFQVpskX;`W|!VGzC6wwZ5<`VaKZ1K6UQ5{FKUmL~Jsy>OQt6{rqa* zg+DttU8Hd{WI0^1v7ijsw{r4({rbrwuKsYWL`PI z<2Kn@?DT<&?hH1HpJLlSFS>kFC~|IFH)9b0F1JuYgZdXo8BSfh#~Hl8bYslvD<8vW zp058OA)hv*&Sdk01oa(4L7U581xPDd?C&?ZEHFV)CUu9f;F%3JnX3NtCoqTq(z;k; zex`!ceS^Z$$2xBG|h$#!&1h1|; z;8`s#y8cY?-iPy|?<(5YhW5=pv*4)pGp72;)hyOG+i&r~3EZ{mx;i_jO}}trF2f~1=N(UmF`@BZ1V{OahEvMup{ z*H<4qc<<@nsyDWpZ~LDeF1X52-mdh%`J!9T>GyB<2tSgoZY$N{owxdO{4$=hrcS-> zZ?B#F7`8`mhex$eY;`1SZjWzsfoby3XD`@oP86R0=dtMdrCv48VrjVq=}UEOwF3L3 zg(5uFzGzAmy>Xb@_J6s7oQ`V6`abqVPaFF?+8aKXN2CS2m~U9yF=y#D$?`*rJC7>- zwwY-4z~E5f+T&L{dhdwj#;_^0tn8>}V>^@Id^+*wyvkO~>w11xv(NZ9_?=rR=DTCd z)JV~jo#78yl3&#@^KXi?b30YKYmcjh(Y&v&4p9vJY>wm~)2 z*oF36dmD{-A6V?ybqi4MD!pA>rg~yA`@N?r-pkoaDn&0HRJ{EwwCvA}sPAs}o=2Kg zYxd=NdInXBB)^<8_1%<2cJ`^N-xGS$xF1g2?K!pl{NmC(On)?&PuXZP?X&2gFAk@I z&OV&vEZ@a{MC-e?`*y*HjMGvt@4xj&r+A7(O+x!mkM|qb%Y8V-;D333Qs{Ti))IHG zoc=UPo3~$|8UKte))3)6+WmUhi}^h1#yc)f{2#tlwD6VVpNyr+D@$e=

aX)#3cP zgu_EQ=SrhZg_gO%)9&{{xq+3trs=ErOMEe8(DB_?^}TBL8ncV<+}8TZUDvW%;CZ#l zuGEsXsBn%^*AumUMm#aPkLuRv$TW8@oyg)FC&jU%+<4-CE~zD&%f*vwwzY4+VR3Ww zPr2yAYW-&g0X%ched6J2&benLH#=nZs}2X>sY(~-be0GDu!X)bD_n3?)iq4)>wdG- zB8*b04Yx1O^bwA9 ztc|-6l^g6hEm3V^?l;|~PFg*GYjR@L99G@dICaITA=$X-%_2wjUdHt~n*)~pwzyFL z`r|KYkIcfH+HJcYNUdEKnPLz$y`4g{!~a&*Q<$hR1` z9+|9JEA;GL+wp}f5~}BDaQ{=1Ik8BbgH6>%q56&R%q6?U^sgyDJ|kXrN4(;Zqh8DZ z)mK+GXdOFryg#>9t96XTuY9!A^w z=S#kwz}}oxs)qG!E7+m=gau-(QxI=fcA*JnM;xrL7`g+*t4tpAx7w8O&d`Qw}FJDp5^srPnvDf%BgR@|MiWnzBs zX46ZJ{7wZWGcDVU9WVcE&zkWr`;piDO(*~Cx&MEys|SYLYzAapQ&WG+2u~Zf0_6Cr=(+(!#r0<+}1zT z^*X~rd|rIPmJXhqN1nFszOubEB$J_*_eT)d?6k%U8fNuUGta6rO$pte^`PawqtneZ zKVp}ioV57*@xM$lAC^A0xShAyoli@C)R-6FMm5_3w4+lOEJh;NNhOM`Azw>P{PLPIz72h^Efn(KRdm}NI>X)j z&dkJp_n&{|YuS79w~rpqm+x%P3{l@JZISdgeU-%=rhSr`V`iEYv>HacjfE{EXHG#Ye;sxt#dA z{LYhy*VudCMHf0)?o60{!YrG6lEh_=IYu%cFRFwJ)-o4yb=>Sbzw1-}ifu9td^V^QY~p4I&g92=rlG%F7*OD>kKHQ)6q;ruO6`A<>uC*SMsbIe_t z-L=*AXrA6wN6(98*)fXc?}~3NOf=B=J>6co>FgsLv%x)|}dr^&}XLaeUFo!SEsn_;)Yls~*%G6V? zJP@3oeqnbQXN+m|$=cA;4IVsOm7d(qUS?z!)3^OZUaHRC{-^fu-enjnyzA$jWj67t z_P>2g96}pj_+N;s-V|caQslj2j z#PfDB{%_khAK!0mzPmPg)(LN$h{bsak1p(*P=9Z2vHib8PbD8zz61m@`Vu?4Jhc&f3>G z{iT0qeTYSezI8y0)6Tagq253H(raRuS;WtET`ljF=&Id&oG(k^!e_C-vQI~LJ~BM{ zCbM?$`%hmBP6_@~aDD0TV|Fj?k%Z*WYdh559Mx})c{2U8DVuyvw(i}h!JqA;^X{ts zcyYsG;vKW9CAaMbEbp&xY;w4>dBP&2=WGev{)p|_vunqPyONu^!fuHBn|v(tsQJOr zVyzl>TH}_D-jmhIQrwfaZQj}&$|7MT-)mTDdnnYIUddV={`kG|YAmtji3M#k>mW0jd-?}p6bPdq&7xYjGxuIYZs zDgEIoM%*HKpI^D|lKp-7|Jx_x)scZ^smp)ozZ8AmckJQJo3m5A$|Y1x9u-O7ss8-n z<+Azj%M5RG{ke19O!fGD)5nr!nOg*yj%_w;-p=u54pTg%zDVY|pF*p%7_}6{Rj2;n zQ>Z@W>DqVCFK#nD^3%4yB+@x`jZKRE|Md@dO`jf{>&B{Lmb6vv9eue9tfa`>W=!ag<^zK}E5_K7Yuuatc5$S&B9$ldzriHsNG*?wZu4)ZtJg-|E4#fz zT3OxyJ!^N2=%vL+!jHIL6Yk02FneTIwBCKL;PzUc0I$M1Z5tZ_rkFCHJhqm#oUNruT>RbyqmP@m1;E=lf(s!IH}7cNo_x`ADlNTC!Lu z_4A)+zW?~Rl~Zo~yklR|j@s!@R9|qVY&vi3eLpVwC9m$>`uwI%%0yz%uD`}ViW%yE zO!~g^R*Kh|oA)nYUhm#|@b>A#Fspe!r8oFCKcBMB@Yiv*2!nNAJB*Y=93L`jO)y{0 zWFTuQtzCJe|Lg4v%ZrB9C)5w^D%AgW-=W0u<(zGQcoVkl{i8lV>2N^SZr`#_)zjVE z9PBleuRoCudk|q%aX4U(_|9!z3|W2KI&)jgcxEuH3Hi1A-JLD7>@wen&(+KEtX|dp z_(w^RRDd^s#V*AcjE2qYN*C!bJIAM3|MpHg->#B}S{qj^o5BA+b4Bvn5AM5fF5X!7 zU=82**lUZJd0s1iW?>iF)Oc4xXxE!*Ir;8lKg}*#_1?~X9$ezJ;n?Y|pUoP|(xNAR z-JtT{=5En(*8c1IAEYca*?xy!ejqF|E#_IJ*X{BfFQumHUS?P+plu+0x!2o$n^P%w z$KJG+avIYmBR)m8RlMI~-JLtPbDwI5*ztd2*82n>9iOsfv7vkFbcx2bG4tgTOPBpW zqMOhAhsSiD>cdGdZeFWC=d$L^&(mLaJ6x1;_xilDcK&t&A#uZ}PqHSlC@8-!{oCAD zbbiIJhnrcy`>owR^`yns_==glVLslr53hgB(3`Mbne&aDTY+o!=Y31uOqiq&o{r7V zRx&$rN{@RdXYy)Arui3MtP%aY;K}u(vXCzh-_`dt9_{4(sU&;iZ~dW5&LUZs?k9JB z{yVGb{Db&ckDBM4;=ade*HobuwPq@}lr&o(r@{gjja!_1)){Y0bmvmm@|ck6v@l<@ zzkXBhh8w$+ejL+lditH)=y~jhQ;jQ^iEe*YGu!+L!=2SNUnWbO z+4S3{dqLo;JM(Rn&P`B!WT~`C>-@ejsoNc)7w;Z*x@MfkSU9mr@LTL5sh+;<#eFN& zXM{3&EHazk8g}X0t|R;0IgFoNa@=6vp|SS#B=)2)pIeF&Ir(dkTVA}dxBQdz!IcO0 z^k4ja+j`N|^#OZjQzef6-Fv#g!1>HXwuTe`4rYD7)A`iZaQBo@p`huUWhMDdJYTL% zn09y1yq@B{S0+h4)KGtvZRNJNtRb^mVZtPJ8OPlwuO_dRl}#>qo%()vV%zM~FBzvh zI`0mao+@_pLGHAS-S%3ARQlKDv1LNe(=gGWrKlhzGBTElBzSx+%AQ! z%PY+08XV@FKedEM!oAb>?!FJf5$_J2o_}tx)<%vwae9(r9KXe@X4h3UihQ+@VOJKL za)nXy=8*+cgMK@2p02Tam&5kNpFZN-t8bcGX`bG@)m-G%q=)(YrcPfOm|DL$*(fYD zd`_^9TF)l7nQ3|aZSGlBk8RI9VSdG3&;0cmm#)FNS&T=ccj>zyP?e1O$&k0c&W>sF z*DQT*?xzu3_2;MkR$6q^)^eW1S^h(tE*vcKW-*xaoqyHgzGX9R>nwd3Vpw1B%WK&? z7LD9Zd)=?UxAfFK{LV$|qJ~i{)4I#qnupBeOAj#!?m3rxL1pSPsjmGyWIj%se(mD- z;6*(>g6AxJo@h)7nH87xM`4cgoS^6dS-FIT8zF&8j+2eHe z{GW{*bn`mDHrc;Px!5Mz^W%eKH6QoPqC5}28kSpu6BHNrw(M^At`mJ4rD6VR0nfy} z*CNB8FY$WF^KISRh|_8N+m`P+a93dVFa3~q#>ol^ov$B@SVNkMydqc+Y+a+ z&c_ih7w%kW-Sa2@27}t3Fhd*v4KCllPb#;2S9NL2`(;bdhH1;{?|5DH=gs$mp7;&T zGHTEHPj^1By07ylIVSCf{;6%>LhkR1*|%Y*>7BR7_gY*~^J6&wZi&vq#wTp4FQ!b* znB?xh;LYNzMN1>t1h~JezdW+~puYF7xCM7tKe61siND_E#9gl6RX^L(c=z7>`t5A6 znz!_deUnN)WCSZ*4P=@U6@K&WEROx2ufCk!c!~Lv-P z{pY^L|2$AUmv?)E=Cto}>f)MtPHhFYw(A@3G45Wy|Dnq9MYnk)TY~$U;}>?zt-P+B z%*~ecRkXb6DXYt)cQ-dYKD5yO?rYiDi*2FzoPIgovSJln8JU>5`i4A&p*1WL3AZ_DQcS4!PpOq?o2Bbn4rxIWbWTTh!Op zrQg_7JhN|}zzJ8j*)no$8CJg+?Q$r!Pe1*oqJE0V?bvU(>o>1B()_JTP+?1SkqQxN$dd-M49X3ubStIcsGbr(#p5vN>M!7!yO*ajmFT-!AW75iD}q zrKq@l##F!EuhyMzQ~y|gYi+w@qHcj>&4Y-n-#L<7&SkEU*|0C+L+4e=?+FhN|J)K1 zSwF|>#-&wTo~>WJ<&+3>F4O&UDZQT2aeJ?;X&iP@p8Wnza$v{fjX&ZfGc#|*J-FNU zI-|ikFXa8?Bv5R@SsrZgF2i}Hk+0*<GJBAc4WXRO6v5%Q1%6Q~vxBX^c}fQCXbfR2cQjqO?j% zX3_I2K|hbkTVI_wy;$}BjQo!wReQvGw?3Diu-VRUKodv5cs^gD4Ho^{S5tZ^pak0usR zTvIgpkonTbb@|c@w4cBq*KdDOcV0(#~(qx5}ih@a*lclA8Z9GSX4Ssq9htLWeK!cx2>0e>^bN zesNy%=bPsml(_`?a#y%1h-p2k<;J{*$6-TaC>9o5UX4RdpbYi_@`nXPX(c{2n zESrCwve)PNTkNf@nHlox{hdJHoz^?KR~C3nxG%NM+qQH2?945T>`SlQ65mvR%)&n1 z?uPO!mJOS8j|*vp?pWKJ%@yjkkXh0G@ARjC@4X5WHC^rNA$niw&N=5fUk~0l>3_6H zuX1jS%hjV9HN6$B(%O&y?OVJ2$NY4OC9A&wm$kTfzPM)7;UlrECF(90j?UrD5qVQ- z`Qm8c^UX1ZReUb9CbG?N&~%%sS5tO*eo;m7#Th{#oN6Wf8Tj{GUEb*b`u&>ehvpaD zP{>p_*i^Ia{Hga341R4`F)wz0u!Qz2;}SM~?3<2f%;q@X*+ zW&29)?|XGSjKw#Za?P|l#I!my>cga!A1)>OH=g0H*}TGIuYS#q6#dXWrQNERUR?Ox zy?5(04mRmW4tt6t@05S`4pK@m%Cr|<*M4PbnCg~eS`8nreDrpm*;u%5k8%I*Ect!! z+nl#=P129en9&e8<4P!Joebl;$xqDL(`=1Zzet(?je#Goc^^Kw<9SOXg z4+`o{yexEVQg0+}>fO%sb-gXa|B{b$gJhNMFKkF*UgJE=>@`#W;(MC&KP*1_KZyT( zhUM4dpCT*gwrQ-L<5(VIa&YbnlXa_povQxL@RomZZJk!BU(Ege&dw1^JW5@p07#S{p5?2 z=lXA!tZd5Dj8`u{GrRRoOzR^j_hS32MIRU+KL6$_%&=ghkoWc(d`;3XQe#*jEL+a+ z@@478ccx3XUO#gBRZw?_P5k{y2Nz!2J=gN1Lb4mzwVBudZ4-~W}Wm&*e7vv?jaH{dY5IKi$& z?Z$uogZayzT|PdG<%ZQ8cIJ;vPxr}{B&?7tFz~gj3@*GhbC0w2m295>r|P>rw;4s5 z{7QNmabuptEZHqjvgWP3s}->ORbl=12j5fLZp8#AEPe1Sq2<}08WYictADGT<@T@J z+wGyNnRky%cnp0uD{aH3?Rl4P&Naroq6OteN`QOK+ zTU}-sy6W$S>+?P5>Uv0+xj$+*?k=1uHND{(k8;diy@NZ=^jd>gAAdww5o%`;nUCH_<{`}5`fIkz5XWIPPo@r{A^ z`EScB_ukC?x8bg>-R)(wU48zwJA>*=?7*ZavrL zzj9*x-+jz$Z6_Z+91v{To2OY2;NiM4^WK(|e{O2cbmUt+DLkCdSS_#m`0fcROZ=2~ z2J6VgT^HROp3RZB#$n&t{d^vQ)@vRgKks#}soU1T>O%UfQ{~+kC+w4W&eYC1)k)0$ zytUr_{jJ+&Wp)~vDtu9TxbV|ag%IJBMNVrNM5jh>(tKC8ncv3vWSH~`(Om{X0VZ7k z=USwCd8Ea@?c`J4D%S6j7`WiWr+sGXzqIr7oW+tYa; z-QwM>#UFR=5tp9ugSbZ=kK0wAe0~tJus)$$^vMRUABmbTG7}TFtK`StTtDg8%-IH4 z{x3UK_lAwFGJchH>lD@d)6I`eGJW;>UuQMf^Z8%?UGL5DvRv-4^h=}jqH3OAC25V! zeb#OL?fu^#uC-aB^efA_`h?e|_X(?HlIMQ?xluXcR>Sn9&%Esy-gkbydR=c_8_U{> zFE3i8zr1$cdi%A56KV{1O`J6?IfD12{P7Qsj*H%Gt=Ca^@XuhHWE(G%+H1phv!QZw z#*(|er3dRKn&z__C+*&E(tTwXx9YQv`?%KE9DXrdNiDQPBR6q%!I|T#Lc8K!d#o>B zJ$dNEZf8HECu(PUMXXPLXgAYY;gQ|w!g{H1X2m<3`}@O|hca!+S~9_MkNExUCVo9``HAkIZlsv>ODq=BFArGf?i(rfQ}nW-?aPxMZ9KEM=D%j<5A*xema(r% zH9Y_9?VXgYdk;@VHB}zqY@SygU^GF5Vb;FDTk|g@A9!_o z{q@xJ50AC?&fK{*WJ!PsccySa*bz$;cYE2B-7%KY^QMcia)?a`iSZQpHBndQ?DumI zcK(@v`CBrpf@Gui?pfL=4b)YBO;J>2&%VH}cWLS8ZCznuN?%XR<=CNjZqJH8Ov7V$$xJ57`L@83}g{ZxMZgp(mbkCFwq=Xz-K!?-Z>x3c6_zR<*-`gmb@!K?`f?|Z zieKxFcXQpm@aORHCo_4Q`PgNp-tO>U$r!3n3`{+G>NE-UB7uL^j z(zn%43#GlI)+T?E{;3)A{=@tg;&$noZ_6*fW!UN0)E#AUf4a3(yk*Vd53@>d{cBn^ zRZ8RR=dCWbYz%x?Lbp06UQXS`mF2Jdl|MT@^4Q|FzoHXkwryzCZkn?zVRL*;sKPWS zjnr@YvNNkCEJMeT4fw8OD}8jyoO(6abvLdkCTw}_W%6~os$V$c>C_(z|NN!D zUzvZjj`z#HoSkO3_D1FHeRD8mU+N3HtS%QNlOLkIW&WA=P4aO&w(7O$$(t%)d-3c8 z)7_Hns(CGnw`KLG^>kGg8HYEVi*WlJ6twy1^rWXfKSdWgEoEj(kiKMYD|AN*AQGi5;##GDUm((kGoagMU8gOi-P~V7amHq2Gj9WL` zUb}t7eRkuf%~Pj3Fdk?7GNn($_?D10|LsIypG}=JKFTx9uVpKXWid`ryZxru`$TuE z=4{4C!6&z!sjtycd;jB|O5wFFle#&4GAw@W;lGu&%H`j!n-?D+@>^%|zS8r3`EI+- zy(l1FRH7cCX=JAY2;i*PMiqn^=iXPVPZ=WSClu>2+ld>lKN9)`pGY@(_F1X#h zbmbd&qu=}DR);;WnH#sjl4DQeA<=z{jw|-Qn-Gv6din0oZ(+8w>8C%fUz_KYd-q8| z*DpDS7kmX0&%a!`C8o=hz}_FXQR4(_c-oHW(^nqx3Cp)~H7)FZ^WX>LgKGYo2iIy0 zdsZhe>y&k!)PMFOQ?>~IlO=0TM z>oMK)quchhuKVz0QA+;hfH!R{-1qdZ9n}q#`OuajIO9ng<4X>WUY;+>lb^>^8BKN_qG`tZN3NQ?*H6kXvx(cK`io()`K)9A4_&{tYiM$zZY67V?USc(JvYi!u0Oyb(w4)#b+79DK+B@kHMd2d z?$~riWb^(f>vCT1lX}m!PP~y#IHp-ZcKM8|-MMo)^IrzaTW7MAFrHg9A=UGI#X{x1 z%WD?4+};07)NU1f>_uqQs&e9EJINW%lgDG%Q#?1}ejn^*8cyleP=3Tg5>jEyJdCL;a*2Qg;|NqZGb;`6Zy|rroANeI$+>=dv zlWJj|`Ib*{(S^5F@<&a+sodIrsn@;D{$>pGrxkXQ$0KXB%gzWf-(7r(`&@T;`?^Pp zY_BxmN3+!=Slnv#;e54rPkajB^5WvHld|$8{3hN!)V7uBtN~-$S&=*2L~l8z-eWU)#r;NXNBZ;`7a*-Ti5G%ew}IY z%(Qh64_75`$F+~TADj>FbK50%TzN<3xfZpvYzKlFZX2KaGxvN*NXUeU8@>i}5oYNG%E literal 0 HcmV?d00001 From 8ac9e780578ccb36f083ffc2d60d08963415fd71 Mon Sep 17 00:00:00 2001 From: randogoth Date: Sat, 18 Jan 2025 14:39:22 +0200 Subject: [PATCH 06/10] license information --- Cargo.toml | 2 +- LICENSE | 26 ++++++++++++++++++++++++++ readme.md | 6 +++++- src/bin/onod3000.rs | 28 ++++++++++++++++++++++++++++ src/chisquaretest.rs | 28 ++++++++++++++++++++++++++++ src/ffi.rs | 28 ++++++++++++++++++++++++++++ src/lib.rs | 28 ++++++++++++++++++++++++++++ src/python.rs | 28 ++++++++++++++++++++++++++++ src/uniformity/avalanche.rs | 25 +++++++++++++++++++++++++ src/uniformity/chi_bit.rs | 25 +++++++++++++++++++++++++ src/uniformity/chi_byte.rs | 25 +++++++++++++++++++++++++ src/uniformity/compression.rs | 25 +++++++++++++++++++++++++ src/uniformity/gaps.rs | 25 +++++++++++++++++++++++++ src/uniformity/ks.rs | 25 +++++++++++++++++++++++++ src/uniformity/mean_byte.rs | 25 +++++++++++++++++++++++++ src/uniformity/monobit.rs | 25 +++++++++++++++++++++++++ src/uniformity/pi.rs | 25 +++++++++++++++++++++++++ src/uniformity/prediction.rs | 25 +++++++++++++++++++++++++ src/uniformity/runs.rs | 25 +++++++++++++++++++++++++ src/uniformity/runups.rs | 25 +++++++++++++++++++++++++ src/uniformity/shannon.rs | 25 +++++++++++++++++++++++++ src/uniformity/shells.rs | 25 +++++++++++++++++++++++++ src/uniformity/uncorrelation.rs | 25 +++++++++++++++++++++++++ src/well19937c.rs | 25 +++++++++++++++++++++++++ 24 files changed, 572 insertions(+), 2 deletions(-) create mode 100644 LICENSE diff --git a/Cargo.toml b/Cargo.toml index 1dd3b3c..b7222df 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -18,4 +18,4 @@ python = ["dep:pyo3"] [[bin]] name="onod3000" -file="src/bin/main.rs" +file="src/bin/onod3000.rs" diff --git a/LICENSE b/LICENSE new file mode 100644 index 0000000..dfd9277 --- /dev/null +++ b/LICENSE @@ -0,0 +1,26 @@ +MIT License + +Copyright (c) 2025 Tobias Raayoni Last (@randogoth) + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. + +--- + +This project is a Rust port of the original Java implementation by Paul Uszak. +Original work is licensed under the terms specified in the respective file header. \ No newline at end of file diff --git a/readme.md b/readme.md index 73c2733..ddca0a6 100644 --- a/readme.md +++ b/readme.md @@ -192,4 +192,8 @@ AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. -``` \ No newline at end of file +``` + +## Credits + +This work was made possible with the invaluable assistance of OpenAI's ChatGPT, which provided guidance, debugging help, and inspiration throughout the development process. \ No newline at end of file diff --git a/src/bin/onod3000.rs b/src/bin/onod3000.rs index de9b094..1ea1098 100644 --- a/src/bin/onod3000.rs +++ b/src/bin/onod3000.rs @@ -1,3 +1,31 @@ +// MIT License + +// Copyright (c) 2025 Tobias Raayoni Last (@randogoth) + +// Permission is hereby granted, free of charge, to any person obtaining a copy +// of this software and associated documentation files (the "Software"), to deal +// in the Software without restriction, including without limitation the rights +// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +// copies of the Software, and to permit persons to whom the Software is +// furnished to do so, subject to the following conditions: + +// The above copyright notice and this permission notice shall be included in all +// copies or substantial portions of the Software. + +// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +// SOFTWARE. + +// --- + +// This project is a Rust port of the original Java implementation by Paul Uszak. +// Original work is licensed under the terms specified in the respective file header. + + use std::fs::File; use std::io::{self, Read}; use std::path::Path; diff --git a/src/chisquaretest.rs b/src/chisquaretest.rs index 90f570d..9d70a7e 100644 --- a/src/chisquaretest.rs +++ b/src/chisquaretest.rs @@ -1,3 +1,31 @@ +// MIT License + +// Copyright (c) 2025 Tobias Raayoni Last (@randogoth) + +// Permission is hereby granted, free of charge, to any person obtaining a copy +// of this software and associated documentation files (the "Software"), to deal +// in the Software without restriction, including without limitation the rights +// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +// copies of the Software, and to permit persons to whom the Software is +// furnished to do so, subject to the following conditions: + +// The above copyright notice and this permission notice shall be included in all +// copies or substantial portions of the Software. + +// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +// SOFTWARE. + +// --- + +// This project is a Rust port of the original Java implementation by Paul Uszak. +// Original work is licensed under the terms specified in the respective file header. + + use statrs::distribution::{ChiSquared, ContinuousCDF}; pub fn chi_square_test(observed: &[u64], expected: &[f64]) -> f64 { diff --git a/src/ffi.rs b/src/ffi.rs index 580c22b..0cbffcb 100644 --- a/src/ffi.rs +++ b/src/ffi.rs @@ -1,3 +1,31 @@ +// MIT License + +// Copyright (c) 2025 Tobias Raayoni Last (@randogoth) + +// Permission is hereby granted, free of charge, to any person obtaining a copy +// of this software and associated documentation files (the "Software"), to deal +// in the Software without restriction, including without limitation the rights +// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +// copies of the Software, and to permit persons to whom the Software is +// furnished to do so, subject to the following conditions: + +// The above copyright notice and this permission notice shall be included in all +// copies or substantial portions of the Software. + +// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +// SOFTWARE. + +// --- + +// This project is a Rust port of the original Java implementation by Paul Uszak. +// Original work is licensed under the terms specified in the respective file header. + + use std::ffi::{c_char, c_double, c_uchar, CStr}; use crate::Onod; diff --git a/src/lib.rs b/src/lib.rs index 0342c0f..a670d98 100644 --- a/src/lib.rs +++ b/src/lib.rs @@ -1,3 +1,31 @@ +// MIT License + +// Copyright (c) 2025 Tobias Raayoni Last (@randogoth) + +// Permission is hereby granted, free of charge, to any person obtaining a copy +// of this software and associated documentation files (the "Software"), to deal +// in the Software without restriction, including without limitation the rights +// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +// copies of the Software, and to permit persons to whom the Software is +// furnished to do so, subject to the following conditions: + +// The above copyright notice and this permission notice shall be included in all +// copies or substantial portions of the Software. + +// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +// SOFTWARE. + +// --- + +// This project is a Rust port of the original Java implementation by Paul Uszak. +// Original work is licensed under the terms specified in the respective file header. + + pub struct Onod; mod uniformity; diff --git a/src/python.rs b/src/python.rs index 5eca231..699263c 100644 --- a/src/python.rs +++ b/src/python.rs @@ -1,3 +1,31 @@ +// MIT License + +// Copyright (c) 2025 Tobias Raayoni Last (@randogoth) + +// Permission is hereby granted, free of charge, to any person obtaining a copy +// of this software and associated documentation files (the "Software"), to deal +// in the Software without restriction, including without limitation the rights +// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +// copies of the Software, and to permit persons to whom the Software is +// furnished to do so, subject to the following conditions: + +// The above copyright notice and this permission notice shall be included in all +// copies or substantial portions of the Software. + +// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +// SOFTWARE. + +// --- + +// This project is a Rust port of the original Java implementation by Paul Uszak. +// Original work is licensed under the terms specified in the respective file header. + + use pyo3::prelude::*; use super::Onod as O; diff --git a/src/uniformity/avalanche.rs b/src/uniformity/avalanche.rs index 5d62c9f..e878f53 100644 --- a/src/uniformity/avalanche.rs +++ b/src/uniformity/avalanche.rs @@ -1,3 +1,28 @@ +// This file is a Rust port of the original Java implementation by Paul Uszak. +// Original Java code: +// http://www.reallyreallyrandom.com/gitbucketlabhub/ +// +// Copyright (c) 2023 Paul Uszak. Port (C) 2025 by Tobias Raayoni Last (@randogoth) +// +// Permission is hereby granted, free of charge, to any person obtaining a copy +// of this software and associated documentation files (the "Software"), to deal +// in the Software without restriction, including without limitation the rights +// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +// copies of the Software, and to permit persons to whom the Software is +// furnished to do so, subject to the following conditions: +// +// The above copyright notice and this permission notice shall be included in all +// copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +// SOFTWARE. + + use statrs::distribution::{Normal, ContinuousCDF}; use crate::Onod; diff --git a/src/uniformity/chi_bit.rs b/src/uniformity/chi_bit.rs index 777741c..220fbeb 100644 --- a/src/uniformity/chi_bit.rs +++ b/src/uniformity/chi_bit.rs @@ -1,3 +1,28 @@ +// This file is a Rust port of the original Java implementation by Paul Uszak. +// Original Java code: +// http://www.reallyreallyrandom.com/gitbucketlabhub/ +// +// Copyright (c) 2023 Paul Uszak. Port (C) 2025 by Tobias Raayoni Last (@randogoth) +// +// Permission is hereby granted, free of charge, to any person obtaining a copy +// of this software and associated documentation files (the "Software"), to deal +// in the Software without restriction, including without limitation the rights +// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +// copies of the Software, and to permit persons to whom the Software is +// furnished to do so, subject to the following conditions: +// +// The above copyright notice and this permission notice shall be included in all +// copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +// SOFTWARE. + + use statrs::distribution::{ChiSquared, ContinuousCDF}; use crate::Onod; diff --git a/src/uniformity/chi_byte.rs b/src/uniformity/chi_byte.rs index 20b0a66..ddbb1f0 100644 --- a/src/uniformity/chi_byte.rs +++ b/src/uniformity/chi_byte.rs @@ -1,3 +1,28 @@ +// This file is a Rust port of the original Java implementation by Paul Uszak. +// Original Java code: +// http://www.reallyreallyrandom.com/gitbucketlabhub/ +// +// Copyright (c) 2023 Paul Uszak. Port (C) 2025 by Tobias Raayoni Last (@randogoth) +// +// Permission is hereby granted, free of charge, to any person obtaining a copy +// of this software and associated documentation files (the "Software"), to deal +// in the Software without restriction, including without limitation the rights +// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +// copies of the Software, and to permit persons to whom the Software is +// furnished to do so, subject to the following conditions: +// +// The above copyright notice and this permission notice shall be included in all +// copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +// SOFTWARE. + + use std::collections::HashMap; use statrs::distribution::{ChiSquared, ContinuousCDF}; diff --git a/src/uniformity/compression.rs b/src/uniformity/compression.rs index 9c01de3..c1853dd 100644 --- a/src/uniformity/compression.rs +++ b/src/uniformity/compression.rs @@ -1,3 +1,28 @@ +// This file is a Rust port of the original Java implementation by Paul Uszak. +// Original Java code: +// http://www.reallyreallyrandom.com/gitbucketlabhub/ +// +// Copyright (c) 2023 Paul Uszak. Port (C) 2025 by Tobias Raayoni Last (@randogoth) +// +// Permission is hereby granted, free of charge, to any person obtaining a copy +// of this software and associated documentation files (the "Software"), to deal +// in the Software without restriction, including without limitation the rights +// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +// copies of the Software, and to permit persons to whom the Software is +// furnished to do so, subject to the following conditions: +// +// The above copyright notice and this permission notice shall be included in all +// copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +// SOFTWARE. + + use flate2::{write::DeflateEncoder, Compression}; use std::io::Write; use statrs::distribution::{Normal, ContinuousCDF}; diff --git a/src/uniformity/gaps.rs b/src/uniformity/gaps.rs index 56057ae..cf3328d 100644 --- a/src/uniformity/gaps.rs +++ b/src/uniformity/gaps.rs @@ -1,3 +1,28 @@ +// This file is a Rust port of the original Java implementation by Paul Uszak. +// Original Java code: +// http://www.reallyreallyrandom.com/gitbucketlabhub/ +// +// Copyright (c) 2023 Paul Uszak. Port (C) 2025 by Tobias Raayoni Last (@randogoth) +// +// Permission is hereby granted, free of charge, to any person obtaining a copy +// of this software and associated documentation files (the "Software"), to deal +// in the Software without restriction, including without limitation the rights +// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +// copies of the Software, and to permit persons to whom the Software is +// furnished to do so, subject to the following conditions: +// +// The above copyright notice and this permission notice shall be included in all +// copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +// SOFTWARE. + + use statrs::distribution::{ChiSquared, ContinuousCDF}; use crate::Onod; diff --git a/src/uniformity/ks.rs b/src/uniformity/ks.rs index 5a35256..9c76e9a 100644 --- a/src/uniformity/ks.rs +++ b/src/uniformity/ks.rs @@ -1,3 +1,28 @@ +// This file is a Rust port of the original Java implementation by Paul Uszak. +// Original Java code: +// http://www.reallyreallyrandom.com/gitbucketlabhub/ +// +// Copyright (c) 2023 Paul Uszak. Port (C) 2025 by Tobias Raayoni Last (@randogoth) +// +// Permission is hereby granted, free of charge, to any person obtaining a copy +// of this software and associated documentation files (the "Software"), to deal +// in the Software without restriction, including without limitation the rights +// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +// copies of the Software, and to permit persons to whom the Software is +// furnished to do so, subject to the following conditions: +// +// The above copyright notice and this permission notice shall be included in all +// copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +// SOFTWARE. + + use kolmogorov_smirnov::test_f64; use std::time::{SystemTime, UNIX_EPOCH}; use statrs::distribution::ContinuousCDF; diff --git a/src/uniformity/mean_byte.rs b/src/uniformity/mean_byte.rs index bcdf609..ff86b74 100644 --- a/src/uniformity/mean_byte.rs +++ b/src/uniformity/mean_byte.rs @@ -1,3 +1,28 @@ +// This file is a Rust port of the original Java implementation by Paul Uszak. +// Original Java code: +// http://www.reallyreallyrandom.com/gitbucketlabhub/ +// +// Copyright (c) 2023 Paul Uszak. Port (C) 2025 by Tobias Raayoni Last (@randogoth) +// +// Permission is hereby granted, free of charge, to any person obtaining a copy +// of this software and associated documentation files (the "Software"), to deal +// in the Software without restriction, including without limitation the rights +// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +// copies of the Software, and to permit persons to whom the Software is +// furnished to do so, subject to the following conditions: +// +// The above copyright notice and this permission notice shall be included in all +// copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +// SOFTWARE. + + use statrs::distribution::{Normal, ContinuousCDF}; use crate::Onod; diff --git a/src/uniformity/monobit.rs b/src/uniformity/monobit.rs index c834a1e..4f81eff 100644 --- a/src/uniformity/monobit.rs +++ b/src/uniformity/monobit.rs @@ -1,3 +1,28 @@ +// This file is a Rust port of the original Java implementation by Paul Uszak. +// Original Java code: +// http://www.reallyreallyrandom.com/gitbucketlabhub/ +// +// Copyright (c) 2023 Paul Uszak. Port (C) 2025 by Tobias Raayoni Last (@randogoth) +// +// Permission is hereby granted, free of charge, to any person obtaining a copy +// of this software and associated documentation files (the "Software"), to deal +// in the Software without restriction, including without limitation the rights +// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +// copies of the Software, and to permit persons to whom the Software is +// furnished to do so, subject to the following conditions: +// +// The above copyright notice and this permission notice shall be included in all +// copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +// SOFTWARE. + + use statrs::distribution::{Normal, ContinuousCDF}; use crate::Onod; diff --git a/src/uniformity/pi.rs b/src/uniformity/pi.rs index e6d16de..6db247e 100644 --- a/src/uniformity/pi.rs +++ b/src/uniformity/pi.rs @@ -1,3 +1,28 @@ +// This file is a Rust port of the original Java implementation by Paul Uszak. +// Original Java code: +// http://www.reallyreallyrandom.com/gitbucketlabhub/ +// +// Copyright (c) 2023 Paul Uszak. Port (C) 2025 by Tobias Raayoni Last (@randogoth) +// +// Permission is hereby granted, free of charge, to any person obtaining a copy +// of this software and associated documentation files (the "Software"), to deal +// in the Software without restriction, including without limitation the rights +// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +// copies of the Software, and to permit persons to whom the Software is +// furnished to do so, subject to the following conditions: +// +// The above copyright notice and this permission notice shall be included in all +// copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +// SOFTWARE. + + /// Pi randomness test /// Uses a Monte Carlo simulation to estimate randomness by calculating the approximation of Pi. diff --git a/src/uniformity/prediction.rs b/src/uniformity/prediction.rs index 4335824..c96a430 100644 --- a/src/uniformity/prediction.rs +++ b/src/uniformity/prediction.rs @@ -1,3 +1,28 @@ +// This file is a Rust port of the original Java implementation by Paul Uszak. +// Original Java code: +// http://www.reallyreallyrandom.com/gitbucketlabhub/ +// +// Copyright (c) 2023 Paul Uszak. Port (C) 2025 by Tobias Raayoni Last (@randogoth) +// +// Permission is hereby granted, free of charge, to any person obtaining a copy +// of this software and associated documentation files (the "Software"), to deal +// in the Software without restriction, including without limitation the rights +// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +// copies of the Software, and to permit persons to whom the Software is +// furnished to do so, subject to the following conditions: +// +// The above copyright notice and this permission notice shall be included in all +// copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +// SOFTWARE. + + use statrs::distribution::{ChiSquared, ContinuousCDF}; /* diff --git a/src/uniformity/runs.rs b/src/uniformity/runs.rs index a41d550..f9ce524 100644 --- a/src/uniformity/runs.rs +++ b/src/uniformity/runs.rs @@ -1,3 +1,28 @@ +// This file is a Rust port of the original Java implementation by Paul Uszak. +// Original Java code: +// http://www.reallyreallyrandom.com/gitbucketlabhub/ +// +// Copyright (c) 2023 Paul Uszak. Port (C) 2025 by Tobias Raayoni Last (@randogoth) +// +// Permission is hereby granted, free of charge, to any person obtaining a copy +// of this software and associated documentation files (the "Software"), to deal +// in the Software without restriction, including without limitation the rights +// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +// copies of the Software, and to permit persons to whom the Software is +// furnished to do so, subject to the following conditions: +// +// The above copyright notice and this permission notice shall be included in all +// copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +// SOFTWARE. + + use statrs::distribution::{Normal, ContinuousCDF}; use crate::Onod; diff --git a/src/uniformity/runups.rs b/src/uniformity/runups.rs index 3cf2624..6c71d45 100644 --- a/src/uniformity/runups.rs +++ b/src/uniformity/runups.rs @@ -1,3 +1,28 @@ +// This file is a Rust port of the original Java implementation by Paul Uszak. +// Original Java code: +// http://www.reallyreallyrandom.com/gitbucketlabhub/ +// +// Copyright (c) 2023 Paul Uszak. Port (C) 2025 by Tobias Raayoni Last (@randogoth) +// +// Permission is hereby granted, free of charge, to any person obtaining a copy +// of this software and associated documentation files (the "Software"), to deal +// in the Software without restriction, including without limitation the rights +// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +// copies of the Software, and to permit persons to whom the Software is +// furnished to do so, subject to the following conditions: +// +// The above copyright notice and this permission notice shall be included in all +// copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +// SOFTWARE. + + use statrs::distribution::{ChiSquared, ContinuousCDF}; use crate::Onod; diff --git a/src/uniformity/shannon.rs b/src/uniformity/shannon.rs index 5d9cf77..ab973ab 100644 --- a/src/uniformity/shannon.rs +++ b/src/uniformity/shannon.rs @@ -1,3 +1,28 @@ +// This file is a Rust port of the original Java implementation by Paul Uszak. +// Original Java code: +// http://www.reallyreallyrandom.com/gitbucketlabhub/ +// +// Copyright (c) 2023 Paul Uszak. Port (C) 2025 by Tobias Raayoni Last (@randogoth) +// +// Permission is hereby granted, free of charge, to any person obtaining a copy +// of this software and associated documentation files (the "Software"), to deal +// in the Software without restriction, including without limitation the rights +// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +// copies of the Software, and to permit persons to whom the Software is +// furnished to do so, subject to the following conditions: +// +// The above copyright notice and this permission notice shall be included in all +// copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +// SOFTWARE. + + use statrs::distribution::{Normal, ContinuousCDF}; use crate::Onod; diff --git a/src/uniformity/shells.rs b/src/uniformity/shells.rs index 0f00f53..01de0a7 100644 --- a/src/uniformity/shells.rs +++ b/src/uniformity/shells.rs @@ -1,3 +1,28 @@ +// This file is a Rust port of the original Java implementation by Paul Uszak. +// Original Java code: +// http://www.reallyreallyrandom.com/gitbucketlabhub/ +// +// Copyright (c) 2023 Paul Uszak. Port (C) 2025 by Tobias Raayoni Last (@randogoth) +// +// Permission is hereby granted, free of charge, to any person obtaining a copy +// of this software and associated documentation files (the "Software"), to deal +// in the Software without restriction, including without limitation the rights +// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +// copies of the Software, and to permit persons to whom the Software is +// furnished to do so, subject to the following conditions: +// +// The above copyright notice and this permission notice shall be included in all +// copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +// SOFTWARE. + + use crate::Onod; use crate::chisquaretest::chi_square_test; diff --git a/src/uniformity/uncorrelation.rs b/src/uniformity/uncorrelation.rs index 1195819..506f738 100644 --- a/src/uniformity/uncorrelation.rs +++ b/src/uniformity/uncorrelation.rs @@ -1,3 +1,28 @@ +// This file is a Rust port of the original Java implementation by Paul Uszak. +// Original Java code: +// http://www.reallyreallyrandom.com/gitbucketlabhub/ +// +// Copyright (c) 2023 Paul Uszak. Port (C) 2025 by Tobias Raayoni Last (@randogoth) +// +// Permission is hereby granted, free of charge, to any person obtaining a copy +// of this software and associated documentation files (the "Software"), to deal +// in the Software without restriction, including without limitation the rights +// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +// copies of the Software, and to permit persons to whom the Software is +// furnished to do so, subject to the following conditions: +// +// The above copyright notice and this permission notice shall be included in all +// copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +// SOFTWARE. + + use statrs::distribution::{Normal, ContinuousCDF}; use crate::Onod; diff --git a/src/well19937c.rs b/src/well19937c.rs index f7eefe8..c1e3b6b 100644 --- a/src/well19937c.rs +++ b/src/well19937c.rs @@ -1,3 +1,28 @@ +// MIT License + +// Copyright (c) 2025 Tobias Raayoni Last (@randogoth) + +// Permission is hereby granted, free of charge, to any person obtaining a copy +// of this software and associated documentation files (the "Software"), to deal +// in the Software without restriction, including without limitation the rights +// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +// copies of the Software, and to permit persons to whom the Software is +// furnished to do so, subject to the following conditions: + +// The above copyright notice and this permission notice shall be included in all +// copies or substantial portions of the Software. + +// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +// SOFTWARE. + +// --- + + pub struct Well19937c { state: [u32; 624], index: usize, From cb9c346533a3ba919ed9f713489eb6e2a582e16f Mon Sep 17 00:00:00 2001 From: randogoth Date: Sat, 18 Jan 2025 14:44:42 +0200 Subject: [PATCH 07/10] typo --- readme.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/readme.md b/readme.md index ddca0a6..d90181f 100644 --- a/readme.md +++ b/readme.md @@ -20,7 +20,7 @@ ## Testing Methodology -- **Null Hypothesis (\(H_0\))**: The data conforms to random behavior. +- **Null Hypothesis**: The data conforms to random behavior. - **P-Value Interpretation**: Low p-values (< 0.01) indicate a significant deviation from randomness. All tests have been carefully ported from [Paul Uszak's Java code](http://www.reallyreallyrandom.com/gitbucketlabhub/) (ent3000-0.6.0-beta). Java libraries were substituted with Rust crate equivalents when possible. The suite includes the following tests: From 800d58ea89e4e79da2c646103457bc3039925948 Mon Sep 17 00:00:00 2001 From: randogoth Date: Sat, 18 Jan 2025 20:24:50 +0200 Subject: [PATCH 08/10] fix --- src/ffi.rs | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/ffi.rs b/src/ffi.rs index 0cbffcb..0b3b513 100644 --- a/src/ffi.rs +++ b/src/ffi.rs @@ -26,14 +26,14 @@ // Original work is licensed under the terms specified in the respective file header. -use std::ffi::{c_char, c_double, c_uchar, CStr}; +use std::ffi::{c_char, c_double, CStr}; use crate::Onod; #[no_mangle] pub extern "C" fn onod_run( test: *const c_char, - samples: *const c_uchar, + samples: *const u8, len: usize, result: *mut c_double, ) -> bool { From 249a16536a2bea24637c1708d2f18539f01f0169 Mon Sep 17 00:00:00 2001 From: randogoth Date: Wed, 27 Aug 2025 21:40:35 +0300 Subject: [PATCH 09/10] iOS static lib compatible --- Cargo.toml | 7 ++++++- include/onod3000.h | 18 ++++++++++++++++++ 2 files changed, 24 insertions(+), 1 deletion(-) create mode 100644 include/onod3000.h diff --git a/Cargo.toml b/Cargo.toml index b7222df..b625ad1 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -5,7 +5,7 @@ edition = "2021" [lib] name = "onod3000" -crate-type = ["cdylib", "lib"] +crate-type = ["cdylib", "staticlib", "lib"] [dependencies] flate2 = "1.0.35" @@ -19,3 +19,8 @@ python = ["dep:pyo3"] [[bin]] name="onod3000" file="src/bin/onod3000.rs" + +[profile.release] +lto = true +codegen-units = 1 +panic = "abort" \ No newline at end of file diff --git a/include/onod3000.h b/include/onod3000.h new file mode 100644 index 0000000..cfd07c1 --- /dev/null +++ b/include/onod3000.h @@ -0,0 +1,18 @@ +#pragma once +#include +#include +#include + +#ifdef __cplusplus +extern "C" { +#endif + +// Returns true on success. Writes three doubles: obs, z, p +bool onod_run(const char* test, + const uint8_t* samples, + size_t len, + double* result /* length >= 3 */); + +#ifdef __cplusplus +} +#endif From e0f244281d299db29caed80f105a1d5e012603cb Mon Sep 17 00:00:00 2001 From: randogoth Date: Thu, 10 Sep 2026 09:57:27 +0200 Subject: [PATCH 10/10] Add migration notice --- readme.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/readme.md b/readme.md index d90181f..8b34495 100644 --- a/readme.md +++ b/readme.md @@ -1,3 +1,5 @@ +> **Migrated to [code.randogoth.com/randogoth/onod3000](https://code.randogoth.com/randogoth/onod3000)** + ```                         ____                                       |\   ` //  /\\   /\\   /\\