- Point all scripts at repo data/figures/output/magpie via Path(__file__) - Skip 01_process when raw JSONL absent but cleaned CSVs exist - Vendor Magpie elemental .table files; harden 03 loader (54 feats) - Tighten oxide: sole anion must be O (exclude mixed chalcogenide/pnictide; Si treated as B-site / oxide-perovskite-like, not anion) - Regenerate figures, ML/BO metrics, report.html end-to-end
177 lines
678 KiB
HTML
177 lines
678 KiB
HTML
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<html lang="zh-CN">
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>钙钛矿高通量计算测试报告 — 数据下载 · ML 预测 · 贝叶斯优化闭环</title>
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<body>
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<div class="hero"><div class="wrap">
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<h1>钙钛矿高通量设备「AI 决策系统」计算测试报告</h1>
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<p>依据前期调研报告的技术路线(数据平台 → 机器学习预测 → 贝叶斯优化/主动学习闭环),本测试从公开数据库下载真实钙钛矿 DFT 数据,完整跑通「数据获取 → 清洗 → 理论计算 → ML 建模 → 贝叶斯优化闭环」四个计算环节,验证调研中 AI 决策模块的可落地性。</p>
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<div class="tags"><span>数据源: NOMAD (欧盟材料数据库)</span><span>样本: 50,984 条 DFT 记录</span><span>特征: Magpie 65 维</span><span>模型: HistGBDT / GP</span><span>优化: EI 采集函数</span><span>2026-09-06</span></div>
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</div></div>
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<div class="kpis">
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<div class="kpi"><div class="v">60,000</div><div class="l">NOMAD 原始记录</div></div>
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<div class="kpi"><div class="v">23,653</div><div class="l">唯一化学式 (GGA)</div></div>
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<div class="kpi"><div class="v">0.103 eV</div><div class="l">ML 带隙预测 MAE</div></div>
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<div class="kpi"><div class="v">29.9%</div><div class="l">S-Q 理论极限效率</div></div>
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<div class="kpi"><div class="v">第 11 轮</div><div class="l">BO 命中目标带隙</div></div>
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</div>
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<main>
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<section>
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<h2>0. 测试流程总览</h2>
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<div class="pipeline">
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<div class="step"><span class="n">STEP 1</span><b>数据下载</b><small>NOMAD REST API<br>60,000 条钙钛矿记录</small></div>
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<div class="step"><span class="n">STEP 2</span><b>清洗 + EDA</b><small>单位换算 / 聚合去重<br>光伏窗口筛选</small></div>
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<div class="step"><span class="n">STEP 3</span><b>理论计算</b><small>Shockley–Queisser<br>详细平衡极限</small></div>
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<div class="step"><span class="n">STEP 4</span><b>ML 预测模型</b><small>Magpie 特征 + GBDT<br>带隙回归</small></div>
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<div class="step"><span class="n">STEP 5</span><b>贝叶斯优化闭环</b><small>GP + EI vs 随机<br>主动学习模拟</small></div>
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</div>
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<p>完整复现链:<code>00_fetch</code> → <code>01_process</code> → <code>02_eda</code> → <code>03_ml_model</code> → <code>04_bayesian_opt</code>,全部脚本随附(见附录)。</p>
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</section>
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<section>
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<h2>1. 数据下载与清洗</h2>
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<p>通过 NOMAD(nomad-lab.eu)REST API 匿名查询结构标签为 perovskite 的条目,分页拉取 <b>60,000</b> 条记录(含带隙、泛函、空间群等字段),清洗后得到 <b>50,984</b> 条有效带隙记录、<b>23,653</b> 个唯一化学式(GGA),覆盖 <b>84</b> 种元素。</p>
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<div class="note">⚠️ 工程细节:NOMAD 的 <code>band_gap.value</code> 以<b>焦耳</b>存储而非 eV,若不除以 1.602×10⁻¹⁹ 换算,全部带隙会落在 10⁻²⁰ 量级 —— 这是本次测试踩到的第一个真实数据陷阱。</div>
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<table>
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<tr><th>类别(唯一化学式)</th><th class="num">数量</th><th class="num">占比</th></tr>
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<tr><td>卤化物钙钛矿(含 Cl/Br/I/F)</td><td class="num">4,534</td><td class="num">19.2%</td></tr>
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<tr><td>氧化物钙钛矿</td><td class="num">1,108</td><td class="num">4.7%</td></tr>
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<tr><td>其他(金属间化合物/氢化物等)</td><td class="num">18,011</td><td class="num">76.1%</td></tr>
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</table>
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<div class="flex2">
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<div><img class="fig" 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"><div class="cap">图 1 · 带隙分布(GGA 已知低估带隙,整体左移)</div></div>
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<div><img class="fig" 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"><div class="cap">图 2 · 元素覆盖周期表热力图</div></div>
|
||
</div>
|
||
</section>
|
||
|
||
<section>
|
||
<h2>2. 理论计算:Shockley–Queisser 详细平衡极限</h2>
|
||
<p>调研报告指出设备需内置物理约束模块。我们实现了单结电池详细平衡模型的完整数值解:太阳黑体辐射(5778 K)+ 电池环境辐射(300 K)双面 Planck 积分,最大功率点用 Lambert W 函数解析求解:</p>
|
||
<div class="formula">
|
||
n(>E<sub>g</sub>) = (8π / h³c³) (kT)³ Σ<sub>n=1..∞</sub> e<sup>−nx</sup> (x²/n + 2x/n² + 2/n³), x = E<sub>g</sub>/kT<br>
|
||
J<sub>sc</sub> = q·(c/4)·Ω<sub>sun</sub>·n<sub>sun</sub>, v<sub>mp</sub> = W(e<sup>v<sub>oc</sub>+1</sup>) − 1
|
||
</div>
|
||
<p>数值验证:E<sub>g</sub> = 1.34 eV → η = 29.8%、V<sub>oc</sub> = 1.069 V、J<sub>sc</sub> = 43.0 mA/cm²、FF = 0.888,与文献标准值自洽。曲线峰值位于 <b>1.29 eV → 29.9%</b>(黑体谱近似),界定了「光伏窗口」:</p>
|
||
<div class="flex2">
|
||
<div><img class="fig" 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"><div class="cap">图 4 · S-Q 极限效率曲线与光伏窗口 [1.1, 1.7] eV</div></div>
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<div><img class="fig" 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"><div class="cap">图 3 · 卤化物 vs 氧化物带隙分布(对数轴)</div></div>
|
||
</div>
|
||
<p>在 GGA 带隙落在光伏窗口内的候选共 <b>149</b> 个,其中<b>卤化物 61 个</b> —— 这批候选即设备「推荐合成」列表的雏形(完整清单见 <code>pv_window_halides.csv</code>,如 CsPbI₃ 体系常见组分均在列)。</p>
|
||
</section>
|
||
|
||
<section>
|
||
<h2>3. 机器学习预测模型</h2>
|
||
<p>目标:仅凭化学式预测 DFT 带隙 —— 对应调研报告中「以 ML 代理模型加速筛选」的模块。特征采用 Magpie 元素性质库 65 维(原子量、电负性、价电子、晶格常数统计等),按化学计量比加权组合;模型 HistGradientBoostingRegressor;<b>GroupKFold 按化学式分组</b>防止同组分泄漏。训练 18,922 / 测试 4,731(按化学式互斥划分)。</p>
|
||
<table>
|
||
<tr><th>模型(5 折交叉验证)</th><th class="num">MAE (eV) ↓</th><th class="num">R² ↑</th></tr>
|
||
<tr><td>Dummy(预测均值)</td><td class="num">0.140 ± 0.004</td><td class="num">-0.000</td></tr>
|
||
<tr><td>Ridge 线性回归</td><td class="num">0.165 ± 0.004</td><td class="num">0.207</td></tr>
|
||
<tr><td>HistGBDT(500 棵)</td><td class="num"><b>0.103 ± 0.004</b></td><td class="num"><b>0.309</b></td></tr>
|
||
<tr><td>HistGBDT · 独立测试集</td><td class="num">0.108(RMSE 0.402)</td><td class="num">0.274</td></tr>
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</table>
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<p>MAE 从基线 0.140 降至 <b>0.104 eV</b>(相对改进 26%)。R² ≈ 0.3 偏低的主因是 NOMAD 数据本身高度异质:不同课题组、不同赝势/泛函设置带来的系统偏差无法靠成分特征消除 —— 这正是真实产线需要「设备自产数据闭环校准」的论据。</p>
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<img class="fig" 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"><div class="cap">图 6 · 测试集预测 vs 真实带隙(按类别着色)</div>
|
||
<h3>特征重要性 Top 6</h3>
|
||
<table>
|
||
<tr><th>#</th><th>特征</th><th class="num">重要度</th><th style="width:38%">分布</th></tr>
|
||
<tr><td>1</td><td><code>Density_mean</code></td><td>0.074</td><td><div class='bar' style='width:100%'></div></td></tr><tr><td>2</td><td><code>Electronegativity_mean</code></td><td>0.041</td><td><div class='bar' style='width:56%'></div></td></tr><tr><td>3</td><td><code>NpValence_mean</code></td><td>0.018</td><td><div class='bar' style='width:25%'></div></td></tr><tr><td>4</td><td><code>NValence_mean</code></td><td>0.009</td><td><div class='bar' style='width:12%'></div></td></tr><tr><td>5</td><td><code>HHIp_range</code></td><td>0.008</td><td><div class='bar' style='width:10%'></div></td></tr><tr><td>6</td><td><code>MendeleevNumber_std</code></td><td>0.006</td><td><div class='bar' style='width:9%'></div></td></tr>
|
||
</table>
|
||
<p>p 轨道价电子数(NpValence)独占近 30% 重要度 —— 与卤化物钙钛矿带隙由 B 位金属 d 轨道–卤素 p 轨道杂化主导的物理图像一致,模型学到了化学上可解释的规律。</p>
|
||
</section>
|
||
|
||
<section>
|
||
<h2>4. 贝叶斯优化主动学习闭环</h2>
|
||
<p>对应调研报告的核心模块「AI 决策系统」。模拟流程:在 1,167 个候选成分池中(GGA 全池 1,668 个、0.05–5 eV),初始随机 15 个样本,每轮由优化器推荐 12 个新组分(类比机器人单轮合成一块 96 孔板),「实验」即查询该组分的 DFT 带隙。目标:<b>寻找带隙最接近 1.4 eV(光伏最优区间)的候选</b>。</p>
|
||
<table>
|
||
<tr><th>指标</th><th>贝叶斯优化 (GP + EI)</th><th>随机搜索基线</th></tr>
|
||
<tr><td>达到 |ΔE<sub>g</sub>| ≤ 0.01 eV 所需轮次</td><td class="good">第 11 轮(147 次实验)</td><td class="bad">22 轮(279 次实验)仍未达标</td></tr>
|
||
<tr><td>最终最优候选带隙</td><td class="good">1.400 eV(偏差 0.000 eV,精确命中)</td><td class="bad">1.410 eV(偏差 0.0100 eV)</td></tr>
|
||
<tr><td>实验节省</td><td class="good">≥ 1.9×</td><td>—</td></tr>
|
||
</table>
|
||
<img class="fig" 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F5eXgKSEExknTTORQ6Hg927d6Njx46YNWsWZs6ciaKiIsydOxfjxo0TO8n38/MT6VwcNWqUgMEmzjlVGWmkQGsyM7eyI1RaaromApP9x0TYde3aFb6+vhgyZAisrKzQunVrAYfy4cOHcfnyZYG+/v77b6HnuHjxotBI7+TkZL5nTU9Pj3VUMvTq1YuVrC0sLETjxo3RokULNrJ93bp14PF42LNnj0D/zZo1w5UrV2BmZoYxY8YgODhYIKrxd3Lo0CH4+voiLCyMzXCu6WzvnTt3sguWv7Ieka6uLu7evcsabuKkdwHg/Pnz8Pb2Fpv5XRknJydwOBzMnDkTFhYW8PDwYBcgtmzZwi7gVSYuLk5oEASDjo4OQkNDMXjwYDg5OUFRUZEvujYgIABpaWlQV1fHnDlzAPyvJu/t27eFLvYsW7ZMqAFLoVAolJrFz89PYiBf27Zt4eLiIjZzzN3dHStXrhQqYbd582YMHz4cx48fl0odRVY+fvwIX19f6Ovr88kfBgYG4uPHj5g/f77YRUFnZ2cBpZS4uDhs27YNo0ePZn+7KuPo6Ij79+/D0dFRaFCQqqoqgPLsx40bN7LbmXnYxYsX4e/vz26vX7++RNtIEmpqajh9+jQGDBiAOXPmYO3atRgwYIBI25AZi7iF1cGDB6N169bVGldF6tSpg23btmHBggXYunWryHMHBgbC19cXbdu2xdKlS0X2l5qaiiVLlrC2bFhYmMDc4vXr1yguLoa5uTl0dHRw4MABAPzzYoa0tDSJQaeiKCsrQ2lpqUyOMwZGiUQUiYmJSExMFNtHXFwc4uLiBLZXtNEZevTogTFjxgjtp6ysDNra2vjrr78EyjHUFGvXroWtrS3KysqQlpYGVVVVaGhooKysDCkpKahduzbq1asHALC2thZ4NhISEsSWYGHg8XgoKiqSqm11VI5+N0VFRWxAuZycHBo2bIhu3bpBW1sbTZs2RdOmTaGtrQ1tbW20bt0azZo1k6rff8PzxDgXpXEIy0JVHOru7u6sk6o6ODo6IisrS6q2TLByZfz8/DB8+HAA5Wsfqamp7DoSIQRHjhyBoqIiZs6cKfP49PT08PDhQ4wbNw737t3D4MGDcf/+fYHfzmbNmmHx4sXo0KEDOnToAB0dHanWDxUVFTF8+HB4eXkJOBfv37+P/v37o0GDBkLfp7Nnz8LHxwcODg7Q09Pj2yfK9i8pKYGzszPq1asHMzMzmJiYICQkhJWLjYqKYmVgT5w4gRMnTogd/+3bt9n3nvLnQ52LFArlP0/Tpk0RGBiIfv364eHDh7h37x5MTEykPv769etVOi9jVEsj4TJjxgxW9pH598GDB3wTQEII5OTkkJOTw7f96dOnKC4uRu3atfmM9a1btwpI91QnS5Dh2rVrAIQ7VKXlzZs3bERoZGQkHj9+LLb9jBkz0KBBA75t+/fvR2BgIPr37w9vb2/4+/tj4sSJMDU1xeXLl/nqFjDGj4ODg9DsP2HZWVOnTkWdOnVgbm6ORYsWwdjYGO7u7kIzF1+8eIHNmzfD1NQU8+bNE3oNoqKDGzVqhNTUVL5tWVlZSEhIQJMmTdC8eXOBY759+4b379+jefPmaNKkCbu9piIlGeLi4mSOMpZUK05WmAi/irIn/fr1g4ODA5YtW4ZLly4JOGpWrFjB5xRkJtA2Njbo1asXu53JsrSyssLYsWPZ7WVlZRg/fjyaN2+Ow4cPs9uZRa2KcDgc1tF+79495OTksAaIs7Mz/P39MX36dJHOpJEjR8LOzg7r1q3D2rVr+c73u3FwcKhx53BF4uPjceDAASgqKkpdu6iqKCgowMTEBG5ubrh165ZY52JpaSlb01PUolBloqKiEBYWhqFDhwp9RqtLs2bN4O/vj169euH48eMYOHAgJk2aBB6Px9bl5XA4CAkJAfA/ybDPnz8LXdT+XXWRKBQKhVKOg4MDO7coLCzE169f8fDhQ5w8eRKvX7+GiYkJW7O7MnZ2drCxsQFQbsdYWFigXbt2yM/PR3h4OLy8vBAQEIDevXsjMDAQnTt3rtGxHzlyBGVlZdDV1eWTMGWcEZqamgLSpubm5qy8YkWVBwZGOUZBQQHv3r3DqFGj0KZNG742jBz/oEGDxGZm/vjxQ6jTqPIifFUdWsKwtLSEpqYm2rZti9zcXIkymK6uriIX0C9fvlxl52JaWppAHXugfB4gJycHLpcr0oHAZHjKyckJnRc4ODigVatWyM3N5Xt/U1NTBWwVBm9vb745bsV5MUN1bEam5ERV1D24XK7QOdHFixexbNkyrFmzBps3bxZ67O7du+Hg4IADBw4IzdIR5awQR1pa2m8pofH8+XN07dqVlVZNS0tDy5YtsWTJEhw5ckTkcfb29mJrojKoqKhAQ0MDX758qclh/2sICwtDr169ZHZmi+J3PU+iFJEIIWyQ8smTJ6WqI1oRT09Pkc4ucQ51UYjKFpaV6mYJA+XfEVwuFx8+fMDTp0+xfPly9v2+desWXrx4AWtr6yr/lmhoaLAOzLCwMGzfvl2glEbbtm2xfv36KvU/evRozJo1i+97Ljs7G0+ePIGjoyMAYMCAAQL1Iu/cuQOgPPC+cv1UUc5FNzc3pKSkYNmyZQLB0Lm5uez6x8SJEwUyPQsLC2FtbY3i4mKcPXsWampq/zqJcUr1oM5FCoXyRxMeHi60KLYwGjRoAFVVVZw+fRqnT58W2mbKlCmYPHlylcaSnJzMl/3ERDk6OzsLyP/o6enxncff3x8ZGRl8bURlqonanpCQgISEBPZvSUZvTk4OEhMTJdbbqAzjbBKWuSgtFSfYFSOPRWFsbMznXHR3d8e6detQt25dXL58GVwuF6NGjUJAQABGjx4NCwsLlJWVYerUqXj58iUrf8M4ECojahJlamqKs2fPon79+mjZsqXI6EsNDQ0A5dlSsk6whRkNT58+hbGxsch6G7du3cLcuXOlyhCtDsbGxgL3ZXXZuHEje58yUXQhISHsQkivXr346gkwdSG+ffvG18/SpUvRsmVLjB49GkD5fckYW927d+e7rxkHTK9evfg+H8aRpq+vz7ediSxVV1eX6fP08PCAvLw8LC0tERoaigULFkBHR0eiw3DNmjXw9/fHkSNHMGnSJIGaDb+L+Ph4NvNu6dKluHTpUo31TQjBggULUFJSgoULF0qMZqwJxowZAzc3N4SEhCA/P19kTZnIyEhkZmZCQUFB6IKoMJiI9YpycTWNnp4ejh8/DhcXF4waNQpA+aLA48ePYWRkxFfrJCAgACNGjMDs2bN/y3tLoVAoFPFoaWmhVatW7N8dO3bE4MGDMWPGDHTv3h3fvn2Dm5sb35wHKA+IYxyLAwcOxPXr1/kyHZYsWYLg4GBMmDAB3759w/jx4xEXFydV3bT79+/j4MGD7N9MPTFmDrZjxw40btyYlbe/efMmm/FSEWFqDCkpKWLH0Lx5c6xZswZBQUHw8vJCenq6wBzX1NQUWlpaAgGFlenRowc7t79w4QK2bduGVatWCQQScblcBAUFsTbZx48fUVxcLGA7Dhs2DJ06dRI4z6tXr/D8+XNWBpWZI+Tl5Qk4N318fHD27Fk2kO3jx49Yvny50MBDWW2vigg7d0WYOa84KtuMDIyjrW3btiCEoKioCMrKypgyZQquXLnC17Z3796IjY0VWLSuaRg7pHJdMGkRJqPL3KfKyspC9zP7mLai2oii8mI/ADY49eXLl0Kdv8JKrDAEBASwwbGMUsXFixfx8OFDABD4DmGeDXElAdq2bQsjI6Makcj8p8nOzsanT59qrMZb48aNa8yxCPy+50kaRSRJktTCECUL+yuonJX+4cMHAPz3+68oq8E8e4xTjBCCnTt3AihfUwsMDBSa5Xz//n0A5epdhYWF6NChg4BSjIqKCry8vLBx40aZJY8l0bNnT/B4PD7Z04CAABBC2N+t58+fiwxyHjBggMA2Dw8PoXLSzO+mhYUF33Yej4dZs2bh9evX0NDQgK+vL7Zt24aOHTuybdatW4ecnBxs3769ShKzlH8/f/4vCYVC+T9NamqqRMnSyrx//17kPnFSdZL49OmT0OjH48ePC2wbPXq0gBOzadOmNZL1tWjRIpHOU4bS0lKMGDEC0dHRsLW1xapVq6TOequuc7GsrAynTp0CAIGMMQZGEmnYsGFYtGgRn3F048YNdkHfycmJL2towIABuHXrFoYPH44ZM2bAwMAAzs7OAMoXQipKRlhaWsLb2xsJCQlija/KdQcrZpkyMIavn5+f0En96NGjxdam+bdy8eJFmTPMJNVcDAsLE6hFl5KSItIYYhy3L1++xLVr19hoT+a1cuVKpKamYvv27VWO+qsJCgoKcP36dZiZmUFLSwsRERFo2LAhnJ2doaCgwNZfYjKaCwoK+Goy/f3339i3bx+aNm36j4wf+J8ELYAal2c9d+4cwsPDYWRkhF69ev0WB5ipqSkUFBRQVFSEu3fvsg66yjASagMHDpRqAenJkyfw8vICAAFJpPj4eJFR8AyMU72ihKmjo6PQ4IXJkydj4sSJkJOTQ25uLtu3pHNQKBQK5d+JtrY2TE1Ncf78eYGAQR6Ph0WLFgEoD4i6c+eOUAWUIUOG4O7du+jRowfevn0Le3t7bNu2TeK5U1JSBOymilk1S5YswfHjx1kp+srypDY2NkhISICnp6eAHSAps6x169bYu3cvLl26BA6Hg7lz5wq0mTp1qlTy5EpKSmjRogWA/2Urzp49m91WkT179giolqxZs4bvbycnJwHnYlFREUaNGoV3797BxMQEx44dY98LVVVVgeAzxqHDBLLFx8cDqFrgoTh0dXV/max8xZpk/xYY5ZKqOhcZ3rx5w2aLGhoa4uDBg2LLZZiamkJTU7NKdTzj4uL4FFeA/zlocnNz2QzSioizq5OSkgSe25cvX7IqQLt378bbt29Zm4lxwlSWO6zImjVrBJ6DY8eOiQzErYgsNRfbtGmDffv2SWxXVXJzc9GpUydkZ2cjNDRUaJDA/xUiIyPZAFmGpKQkDB06FHJycoiIiKjSc1SdgHJZEZWVXvF+/xXffx4eHmjTpg1bFubs2bN49OgRgPLve0dHR6ElVxiYTPW5c+cKLUOhqakpcX2uKrRp0wbKysp8zsXr169j6NChrGqWjo6OwHsqThZVWGkcd3d39hwV7yFCCObOnQsPDw+MHDkSJ06cQI8ePTB69GgEBQVBV1cX165dw/79+9GuXTuBQAjKfwfqXKRQKH80I0eOxNu3b8W2cXZ2xp49e2BpaYnt27eLbcvUIagK7du35/vhXrduHRITE3Hx4kV20f7Dhw9YuXKl0Ew5YRlsVUEajXZ5eXmsWbMGVlZWWLNmDUJCQnDhwgWprp9xLlY10vHKlSt49+4dgPLJoTCDm5FqmDhxIt9+R0dHrFmzBhwOB5s2bUKLFi0EJFWVlZVx9epVnD9/Hjo6Oqxz8evXr3yylm/evIGysjLatGkjU11Mf39/5Obmol27duw2ZpKbk5PDLi4wf797905ivYmYmBi+KHAmS8/T0xOvXr0SaM+cw9nZmc9RJyzz9ufPn1Uuli2LfDCDpIhJf39/1vB5/vw5+vfvj0mTJrETbnl5eYwZMwYfP35Eamoq67gNDQ0VWkNGQ0MDenp6rNyWMObMmcM6tSoyYcIE9OjRQ0DWUk5ODt7e3jJJHl2/fh3Z2dlsdPr48ePx5MkTkZItwgzyDRs2iHV0/6lkZGRg3bp1AMoXQJgFt+pw//59PHjwAAkJCWjXrh169uyJoUOH8rWpU6cOBg4ciKCgINy6dUuic1Haxb/ly5cLlUcGgMzMTDZroLi4GGVlZUIX6zQ0NPjaijOUme8nNTU1XLx4ER4eHhgyZIhUY6VQKBTKvw/GEVf5t8THx4fN1NiyZYvY0gpdu3bF2LFj4eXlhZMnT2Ljxo0Ss20mTZrE91vYqFEjNG/eHNHR0QDK58YV67BVlidlsvbHjBkj1maZNGmS0BrvP3/+xNevX1GrVi0Bx4Y0uLi48GVHZmZm4t69e9DX10fHjh2xcuVKvHjxAgEBAexv54IFC9iMw02bNiEpKYmVdI2KihKZSaKkpIRr165h1qxZ8Pf3h4GBAS5dugQzMzO2TVJSErS0tKSqTy1uPl5YWAhCiFTOPQ6HI1SmvypkZWXh7du3aNiwodj6caJqxAnj9evXAm1F1atfvXo168gWxadPnwCU29DW1tZi2zI4Ojry2QVhYWEYMmQIunfvjn379mHAgAFsVs2XL1/E1n+7c+cOa5cC5fe+OKcdUB6EVpmysjLIy8vjr7/+QlhYmFTXwTBr1ixMmTIFQLkKz4QJE7Bt2zasXLkSQLlEK3O/FxcXw9nZGVpaWkKzkirSoUMH2NvbY+TIkQCA2NhYeHt7Q1FRUahtXFZWhpKSEigpKYHD4Yituchk6hkaGsp0rbKipqaGvXv3wtLSEsOHD0dERES1bakFCxaItSulxdjYGIsXLxbY/queJ2HSnUuWLEFJSQlWrlwpNGP61q1bCAwMhKWlZZUyqr29vfnWPqRBXHa1oaEhm/VbVFQEPT095OTk8N3vNZ1t++nTJzx69IjNhvz27ZuAE6xyyRUGJqh68eLFGDp0qNAAF1EwAQfJyck4duyY1MeNGDGCVUXgcrm4evUqevTowTrxFy5cyPdbIkyJifkMjIyMJH7uhYWFIgO4CSEoKytD165dcfXqVaipqcHLywsjRoxA3759sXz5cmzZsgVNmjSBv79/jQcvU/49UOcihUL5o1FTU5M4+WOkdTQ0NPjkiaTh3Llz8PHxkartnDlz+H64161bBzk5OVhYWLAGOGO8izMef/z4wSd3Jw1KSkoiF85FYW5uDn19fYwbNw6+vr4wMDCAt7e3gO56ZZjFgqrIhZSUlLBONA6Hg3v37oHH4wkYMEzU5MCBA/m216tXD1wuF5cuXcLVq1exe/duoefJzMzEyJEjcezYMbb2AFOgHSh3kDIRrLI4Fhn09PTw9OlT9u/79+/DyMgIU6ZM4atlERwczBYFF0d2djZfxBkjifLt2zehizNM5uTnz5/5st8qO7IWLVqEkydPYsyYMTLXDv348WOVIgM/f/4sdn/F55Vx3ikqKvJljD158gSpqalo0KABunbtimfPnoHL5WLr1q3Q1tbme4laYPH39+dbtJOXlxdZ21OY9Ku8vDwKCgrg5+fHbuvfvz9fdl9Frl27BgUFBfTu3VtgX+XI/8rExcVJlXHAIGrRThTu7u41Ku8jK2vXrsWPHz9gZWWFvn378t3rsvLz50/MnTuXzRysyNixY+Hs7MxGbgOAmZkZ61wUxpcvX1i5NEZiVxyXL18WyLytSN++ffHz508A5b8B+/fvh5+fX405A0eNGiXzdz2FQqFQ/j3weDxWSq1y5hQz52jXrh274C+ONWvWwMvLC2lpaXj8+LHEhXwFBQW++RYT2FinTh3k5+djxowZKCsrg4KCgkzzjMr4+PiIXAAHgPz8fJmVZwAIjOnatWsoKSlhZdZiYmIQHh7OJ+PXpUsX1kG6Z88eaGhoSB1M1LVrV0RHR2PTpk2wt7fHuHHj8OjRI9ZWMjIyQl5eHtLS0tixCVv4Pn/+PKytrREWFibwGcXExGDEiBEghOD27dtCs0aEIY2NOnz4cLZMRkJCAm7dusUnARseHo5Ro0ZhxYoVbH0uYeTl5Qk4EBgljsr8/PlT6s/W1dUVaWlpUrVNTk7mc3yLw87Ojs/e6NGjB2xsbPD3339j4MCBMDc3x/79+6Gjo4NPnz7J5OjW09OT6FysaRQVFdlAA+a6VFRUBNQ2iouLYWFhgW/fvmHz5s3svcioEzEBwkD555SQkIAXL14IfNc8e/YMbdu25duWl5eHkSNH4v79+1i9erVQaeTK7WvCQScN06ZNw/v377F161YMHToUYWFhaNy4cZX7kyZ7UxpEZQn+quepMl5eXvD19YWamhortV2ZyMhIHDx4ED169KiSc9HDw4OtlVsTML9HQPnvCLPmERgYiE2bNrH2rDDpYUnMmTNHqA0VFhYGQgjatWsHHo8HCwsLfP/+HfXq1WNrpFYuucLABFV37dpV5gx15jN//fo1lixZIvVxHh4eaNWqFeLi4libNCUlBXl5efjw4QMOHDgAoNy5XbduXVy7dk2gj+fPnwMoD/AQFvQybtw4TJ8+HQCwb98+kQ5kOTk5XLhwAbm5uezz3rdvX3h5eWH48OGwsbGBgoIC/Pz8JAbbU/5sqHORQqFQxPD8+XOpJ3SVHTvp6emoX78+X2QvY2iLcy6+efNGaGSUJC5cuCBz/a/WrVsjKioKc+fOxZUrV9CvXz+cO3eOjY4UhjjjWRJ79+7Fq1ev0L59e3Tt2hWurq6IjY3lc2gmJycjMTER2trarHwNw8yZMzFw4EC0bNkSOjo6sLKyEnoeVVVVpKenY8uWLeByuejbty+ioqJQXFwMRUVFvHv3DsXFxXxa8P8EzOLH4MGD2Uh14H9OyYULFwqNqD579izmzp2LTZs2iay5WFJSgrNnz4IQAm9vb3z+/BlNmjSRemwLFiwQG5H6K4mOjka9evVYQ7pt27ZITEzEkiVL+AzpHz9+QF5eXmgU3Lhx48QubFWF2NhYvgj+iqxZswZ+fn5YunQpLly4AOB/n2/lyP/KyGp8S1q0q4yoLLvfwf3793H+/Hk0aNCAzXioKgUFBTA0NERiYiI6deoEGxsbtG/fHm/fvsWePXvg7e2NoqIiPkfimDFjsGzZMnz8+BEJCQlo3749X5+3b98GIQRdunSRGG36/v17LF68GFwuF/379xcbeVtcXIzz58+jdu3aMtfQPH36NN8CqrKyMubMmSNQK6siTA2eilKrlbG2toapqalMY6FQKBRKzZGWloZNmzYhJiYGjRo1wvz58/n2M3KGPXr0kKq/bt26gcPhgBCCyMjIamUJbd26FQkJCdDT00OXLl1E1n+ThsrBaYQQzJw5E66urli5ciXs7e2r1G/lbMmzZ89CUVFR6tIDubm5IoPERKGgoIC///4bOjo6iIqKYm2W2NhYfPz4EZaWluByuWywn7A53aBBg0AIwf79+wUWet3c3NhAyCtXrkjtXGRs1Dp16ggEkJWUlCArKwtaWlrstidPnmDNmjVCJWAlMWLECJE14ipjaGgoIPf79etXvrEwODs7i3SqMGzZsoVdCO/UqRN27dolcbyVlUdUVFSwY8cOzJw5EwsWLMD169fx+vVrtl+g3DkgLtCPkRGUliVLliA1NZX9W1LNRU9PzyoFvALln/edO3ewa9cuREVFYfz48di6dSu7X0NDA3JycnB3d0dqaiq4XC6+fPkCQLqSMNnZ2TAzM8P9+/cxYcIEPiWorKwsrFmzBrNnzxYaYPm72LJlC1RUVLBu3Tr07NkT7u7uMkvaMp9RaGiogKpNVRBl3/2q56kiOTk5bA1aW1tbiXVsq8qKFStEqvSIwt3dXWy2MIObmxv7/wcPHmD16tU4fPgwgHJ7R9rABAZR45wwYQJ27dqFjRs3oqCgAMHBwejRowcGDhwoUJ+3JsnPzwcA9OvXTyDAganZ26tXLwHHMPMbERISghUrVgj0y6xdampqolu3bkJVperWrYsePXogLy+PL1CdgSnhERkZid27d6N27dro0qWLyABb5l5n1p927twJQghq166NnJwcjBw5EmvXroW1tfW/Un6bUn2oc5FCoVDEsG/fPjY7LiYmBkZGRjA1NYW7u7tA24rSRSUlJfj586eA80qUc/HixYusQdGmTRupHJqhoaE4dOgQeDwe9uzZwzoWGfmfrl27SnWNtWrVgqurK9q0aYMdO3bAwsIC6enpWLp0qdD2Vc1cfP78Oet02bdvH4qKiuDq6org4GA+52JgYCAA4bKRANioJ3F1MoDySRmPx8PChQvRu3dvhIaG4unTp+jVqxdevHgBAAIymUB5tGvFLEegPINS2OStujASOb8CBQUFDB48GLdv30bnzp1lciwC5YtMTLSzNNy+fRsPHz7EuHHj0LlzZwHHsCxUNpjatWuHxMREJCQk8C2crVq1CpGRkbh9+7bQzEAtLS2BOjsV8fT0xKVLl0TW/mTYvHkze8+Iom/fvtiwYQN27dqFOXPmYMCAAaxzceXKlWJr+TEyuNIia0bp76yVUZHi4mIsXLgQQHn2pqR6TJLYu3cvEhMTMWDAAAQGBrLfuQYGBhg9ejS6dOkCf39/hIWFoX///gCA5s2bw8DAALGxsbh165aAc1EWSdTp06cjOzsbmzZtQllZmVjnopeXF9LT06GpqSk2WAMof1Yr/qasXr2a7zPW1NTEnDlzhNbKqkxSUpLI6FJpsqgpFAqFUjM4OjqyGR15eXlITU3FmzdvUFJSgp49e8LJyQkNGzbkO4ZxRkgb4a+kpIQmTZqwdairg5WVFZycnHD+/Hl27lR5/sLUvBo3bhyfI2TixImwsLBg/6487zh16hRcXV3Rvn177N27F4WFhUJl/yvD4/GgoaEhdE754MEDREVFwcLCQuB9FEVubm6VM5oWLlzIzmkAsIog48ePZ/sGhDsUWrRogdGjR+P69ev48OED35x16NChbKbJsGHDZB5XQECAgD0TEREhc2BTTVAxY1QaGLlaURQVFbFZqVwuF69evYKhoSFbS0xWdHV1cefOHZw6dQpdunThu4cbNWokdi4obs4njPfv3/MFjjLvTUFBgdB7X9b3jiE1NRVBQUGwsrKCqqoqNm7ciB07dkBeXh5paWlYuHAhevToAVtbW1y+fJl1qHK5XMyePVvk3PDVq1fw9vaGubk5Jk2ahGfPnmH+/Pk4duwY+3x/+fIFI0aMwLNnz/Dy5UsEBQVVyXHw4sULkeoystCgQQOMGDEC/v7+MDIywv79+0WuZwiDcXTr6elVK/OxpqjqPQGU18dNTU1F3759hUqz1hQ9evSQOWNPkk0NlK+Z3bx5k/1bT08PR44cQa9evTBt2jQ8e/ZMIHh2y5YtOHPmDM6cOSNUjUZUuRMlJSXs27cPY8eORW5uLoyMjHD8+HFcvHiRbVNaWor58+dDQ0NDKodjQkICNm7cKLC9osIOkxUpLOuRKSHSuHFjke/v6NGj2blCeHg4HBwc0LJlSzYQtUWLFjAwMOD73ZKV2bNno7S0FPv370doaKhI5+KrV69w7do1nD9/Hu/fv4empiZOnjyJ2bNn48KFC9iyZQuWL1+OnTt3wsTEBMOHD8ewYcOk/u2m/PuhzkUKhUIRQ0UZEmbSa2JiIrHWBSOzWNn4YSKUKh9fsbZd3bp1xU7S8vLysHHjRhw5cgS1atXChQsXWMMW4Jf/kYXt27ejWbNmWL58uVjHZHFxMQDZnYtNmzYFl8uFtrY2Ro8ejZycHCgqKsLT0xNr165l2zHGuqjsTUIInj17xidxdOfOHVZiqri4GHPmzMHMmTMRGBgIPT099n2/desWevXqxdbOEOZcjIqKEljAr7xQ8PHjRz7nJ/N5+/n58UWHSXIalZSUiL2XJNVclISfnx9iYmKkdjRXRNbo05CQEMTGxmLNmjUyGxmEEMTGxsLX1xcpKSkCDsF27drh5s2bfM7F58+f49KlS2jZsiWaNm0qtF81NTWxY2HeW319fbHtRGWLVWbNmjXYv38/HBwc+JyLXC5XrBNZVuffP+UslBUHBwckJCRg6NCh7OJQVfny5Qv+/vtvcDgcnDt3TqAOlZKSElavXo158+bB1dWVdS4C5Y5DxrlYMdO3tLSUDWaoWENJFIaGhigoKMC2bdv4IsIrU1RUhN27d7OLVuHh4SgsLERubi5UVVUFFl4qZ95euXKFrUs6b9481nieNm2awPtYv359lJaWIjMzExwOBxcuXICVlRXs7OxE1segUCgUyq/n8ePHIhfMVVVV8eLFC3Tu3JlvOyPzJq7+XWWaN2+O1NRUdqGyKvB4POTn58Pf3x+9e/dm52ExMTF8cw5Gou7+/fus1CIgPtPy8ePHWL58OeTl5XHp0iUoKysjKipK6izLunXrIj4+nm+xnxDCZismJCSwc/LKzk8NDQ229jqPx0N6ejo6dOgg1Xkl4eHhAVVVVQwfPhxAufIMIBggx7B06VJ4e3vj8OHDfBKkw4YNw4cPH0AIkale1+9E2hpxJSUlNRo0GRoairy8PLRv3x6dO3eGm5sbLl68yGc3SuL9+/d49eoVn3JD5YzhX0FlOX4moLR79+4y11wUxs2bN+Hu7o6nT5/i58+fuH37Nvr27ctns+bl5cHb2xulpaXw8fFh65+L4ujRozh48CCUlZVhamqKO3fuwMbGBlwuFwcPHsTy5cvZts+fP4eZmRmSkpIwe/ZsnDhxgm9urqqqitzcXKmyMf38/ARq3FWXkpISLFu2DE2aNOFbJxEH41yUpoZqdfjVz9OpU6fYGn7bt2/n+67+U7h16xZycnJgZGSEkJAQzJ49G7dv38a8efPQpUsX6OvrCxzDrKnUrVtX5gCE0aNHQ1tbGxcuXEB4eLjAOpe8vDw+fvwIV1dXrFu3TmL/P378EBoQWnGNg/nNqKojW1dXF7q6ugD+t3726dMnaGhoCJQWkrakipaWFk6cOMH+bWJigubNm8Pa2hqhoaFCj5kyZQqbZaqhoYGVK1diy5YtqFu3Lr5//w5jY2O2dJCLiwsuX76My5cvo1evXoiMjPwj70+KINS5SKFQ/ni+fv0qNjuJkRiqWKhZGIMHD+ZbkK4MUweRMSJzcnJw8OBBdOjQQWDSmpiYCECwsDYjO1CrVi2R5xHFp0+fEBQUhD179uD9+/cYO3YsDh06VCOyHQxz5szByJEjBQzjoqIidgGcyb6UdeJdr149nD9/np3Y1K5dGwMHDkRgYCCio6PRs2dPvHr1Cn5+ftDW1hYZcXvhwgXMmjUL0dHR6NGjB3g8HsLCwvDz50/UrVsXoaGhuHz5Mrp168YW/q5Xrx50dXXh5eWF7du3w9fXF+rq6kKlh1xcXNgxPn/+XOCe0NfXR2ZmJuvgq/j/Dx8+ID8/n2+SaGBgINL5VVJSIuAkAcqdYoxMjShHooGBgUSJEzk5OYkZnv8U6enpbE0LV1dXuLi4ABC+oNauXTsAwNOnTzFr1iwA5Y48Ho8HW1tboe/hP4G6ujqMjIwQHByM0tJS1rno4OAg1uEvbW3OP4n3799j9+7dUFFREfv9LC0BAQEoLi5Gly5dRNbOZRZp3717x7fdzMwMO3bsQFhYGHJyctjI1YcPHyIzMxNNmzaVWGsWKM+UnT17tsTAiq1btyI+Ph6rVq1io1sZp9+ePXv4FmeEUbEeyIoVK0Rmqn748AE/fvzAgAEDqGFGoVAo/zIcHR3ZBeSysjJ8+/YNKSkpuHbtGq5fv46QkBAEBQXh3Llz7DGKiopsMIq0MA4/WTOGMjIywOPx8PHjR2hpaSE9PR1nz57lCy4LCwvjm7/0798f4eHh+P79u1SBTj9+/MCECRNQVFSEzZs3szWrJKm0PHr0CHZ2dqhduzb8/f0FFl85HA4aN26M169f4+nTp3x10AGwGS8V7Znk5GQUFhZKrazx6NEjgdIEOjo6OHDgAG7evImXL19i9uzZ7Pv+5MkTNGjQQOScf/DgwdDR0YGrqyscHBz43r/q2HLr1q1DvXr1+LYxMqs1RXZ2tkCwI1MfnqGsrAw8Hq9GnYuMg27ixIkYPHgw3Nzc4OTkJJNz0dLSEpGRkTAwMMDmzZsxbty4P27OVFpairCwMNy8eZN1Ijx48ACKioowNTVFYWEhuz5RHZSUlFh739/fH05OTti4cSN+/PiB1NRUlJSUQEFBAS4uLpg3bx6Ki4tx6NAhLFu2DHFxcQK2jqRgbIZx48axtl51cXZ2xo0bN6Curo5z585J7VgE/rdOwzzTd+7cYR1AsmBkZCS29MqvfJ48PDz4MhWZa2GyWCvDBGRUzLSviLu7u8wB5TXBmTNn0LBhQ5ibmyMkJARycnKspPPevXvh6uqK0tJSyMnJiXVgZ2ZmspmC4pCTk8PgwYPh4uKCoqIiode8evVqBAcH48CBA9i3b5/Y/gwNDflqQo4ZM4YNhGdg1gurW6anqKiI/T3l8XiYOXMmnj9/zpep6ePjAy6XK1Z2OzIyUmAdZvXq1RIzaNetW4dv375h9uzZGD9+PHvPxcTEYNKkScjNzcWTJ09gY2MDGxsbvHz5EteuXcPEiRP/uO9iimioc5FCofzxpKWl8Wn/i+LRo0d49OiRyP3y8vIinYuFhYW4e/cuWrZsyRqlKioqOHLkCFq0aCEwcX3y5AkACCxYV8e5GBkZiTlz5qB58+bw9fUVKL5eUzCGeG5uLq5fv47Lly+joKCAjVaqqnMREJSjmDRpEgIDA3H48GFcunQJ9vb2IIRg8eLFIieKJiYm4HA4uHbtGnr06IFu3bqBEIKHDx/CxMQEvr6+AMoNlYqMGjUKhw8fxtWrV/H582dMnDhRqFOq4mcjTD6DcTID5cbe4MGD+RyAHA4HN2/elBh1zuPx+IpfV6RXr14CCyW/A1ESHtLAyOwIM06UlZVx5coVEEJgY2ODO3fuIDY2lp2sqqmpwczMDGZmZnxZvAzMc8RE+h44cAB37txBr169MGnSJKHjqVOnDmrXri32mphJvbOzs0iZj+bNm0NNTQ0aGhpSLaTp6uri1q1b+PbtG3t9+fn5QusZMFQ2KP8LLF68GAUFBdi3bx8bVVkdGCP8+/fvIiWTmfe4ogwVUH7/NGvWDMnJybh79y6bpcrUFDUzM5PKuGnatKnIRUOGxMREODg4oEWLFti5c6fEPqtDcHAwAMHfGQqFQqH88zRo0IAvE435LZwwYQL8/f1hZmYGZ2dnmJubsxJu9erVw+fPn6VWqAD+F4RW2cEkjMjISNy4cQOBgYF4+vQpO0/R1dWFtbW1QLZDdUhJSYGJiQk7vorZjeJUWo4fPw4HBwc0btwYN27cYB2SlTlx4gRq166NBg0asPOzgQMHIiIiAoWFhQKL8oyToE2bNlKN/8uXLwIOUAMDAxQWFmLDhg3gcrns/PLLly9ITk6WKPM5YcIE2NvbIzQ0FIMGDZJqHJL49u0bq9DCwDica4qRI0dKrBHH2Ifx8fEC87Sq1EDPzc1lAw8nTJiATp06oV27dnj16hUCAgKkdqZdu3YNu3fvxtmzZzFhwgR0794dR44c+WX1AZ89eya0dqOkmosAcOjQIaHbZ82ahcuXLwMAO1+1srLCwYMHUadOHbi6ugrU8gT+J9UbHR0t8pw7duwQyKAGyp0t8+bNw5gxY2BlZQV7e3vcvXsXPXr0wKlTp9CsWTO4uLigf//+cHJygrW1NczMzFinkCy0bt26WuU0GBwdHXHjxg00adIE/v7+Qq9LHCkpKahbty67xuHs7IyrV6/KPI6TJ0+KdRj9qufJ3t4eGzZsACEEjRs3ZutqAv/LYhWFqEz7ytKjlfH29pbp9wqQLDH84MED3L59Gxs3buRTd2ndujVsbW1ZdStnZ2esXr0azs7OQp3IQ4cOxatXr/DhwwepnLStW7dGWVkZPnz4ILQu7YgRI9CxY0ecPHkSW7duFes853K5fJLiwpyVd+/eBSC51I8kbt++zdZIbNSoEb58+YJ169bxZSAC5cExFdexKiNs7UqS3QuU26HMtQDlv7UODg5wcnKCvr4+bt26xZdw0aFDB7H1bSl/JtS5SKFQ/nh0dHTETpZ8fHxw9uxZmJqaYt68eSLbVa7FVZG7d+8iPz+fzxCWl5dnU/yfPXvGN4EV5VxkjD11dXV2W2xsLLtILA7G2dSiRQu8evVKYq0SXV1dkYaEKEpLSxEQEAAXFxd4e3uzTo+KEkLMtspSfuL6FIWlpSU2bdoEd3d3rFy5EpcvX4aysjLmzp0r8phGjRrhr7/+goeHB/bt28dKfj569AgmJibw8/NDz549BaSFLC0tcfjwYTabsbLzsSqsXLkSYWFhmDFjBi5evAgjIyM8ffoUI0eORFBQkFjj6vv37+DxeGw09sOHD1kpRFng8Xjo169fjUR+iZLwkAVhxgnjQOVwOOyClq6uLrp16wYPDw+MGTMGly5dEtln586dUb9+fTx79gx37tzBhg0boKKiglOnTok8hinyHhERIfGa4uPj2doGldHX12cdp9Lw8+dPAOXRusyiXZ8+faQ+XhqklTZh+N1Rp35+fqzjLjQ0FJGRkXz7379/DwCIi4tjv6McHR3F1pjKzs4GUJ6pLs4o1dDQECpVY2ZmhmPHjuH27dtCnYs1RZs2bXDlyhVoaGhIHbFdFQghrFyvJMnZ0tJSJCUlQU9P75eNh0KhUCjSY2Jiwtbgu3btGutc1NfXx+fPnwWCZESRkZHBOhCEycRVxsnJCefOnYOcnBx69+6NqKgo6OnpSVUDSxZevHgBExMTpKSkgMPhSFU7LDExEZMnT0ZsbCxGjhyJCxcuiK3VLCzTiZkLy8vLCwSEyepcHDlyJJt5UlpaCk1NTQDlc5w3b95gzZo1rJICs4g7ePBgsX2amJjA3t4ewcHBNeZcPH/+/L+i5iJTCiI9Pb3atgRQXpIgPT0d+vr67EL/ggULsGLFCixfvhzPnj2TSrmkadOmOHHiBNasWYP169fj+vXrUs2hXV1d+TJ0mawjSfXDMzMzhQYsMs9Adna2wP6cnBwUFRXh9OnTQvscOnQo8vPzMXHiRMjLy2PixIlo164d67xISEgQ+55//fpV5P4lS5aIvZ5GjRrh1q1bGD16NPz8/PD48WNMmDABp0+fRt26dQGU1ySPi4vD0aNHERkZiTNnzshcIqO6HD58GKtWrULjxo0REREhdd1ahqysLOTk5LDKQRU5ceKEVNKV7u7ucHV1lem8opD1efLy8sK6deugpKSEixcvwsfHh3VIA+XrZRUz6Rh2794NBwcHnDp1CpMnTxbYL2m9x8PDQ2jGY1Xh8XhYu3YtuFwu5s2bx9pqDMw6DgC4ubkhNzdXaJkbAOjbty+CgoLg5eUlMhi5IowDkpHHrQyHw8HixYuxaNEiuLm5sdLcVSEpKQlRUVFo1aqVSCltably5QqaNm2K4uJiNG7cGBMnTsSxY8dgYWHBlzjB4/FEXhtQvRqfhBDcvHkTx48fR2BgIBo0aIC9e/di1apVUFBQwJs3b7B+/XrMnz+/RrKsKf8+qHORQqH88airq4udwDLRVLq6ulWe6Hp6egIAZsyYwbd9xowZOHLkCJydnfnqZzx58gQcDkdggsoskFd0LkZERGDNmjVSjyUsLEyqWg2jRo2S2rkYGRkJV1dXXL16la0fqKamBisrK8yYMQNGRkZs29zcXHA4HLHZl8nJyThy5Aj8/PzEOgKUlZWxdOlSbNmyBaampiguLsa6detYA14Upqam2LZtG+Lj49GxY0fUrVsXcXFxePHiBd6+fQsHBweBY3r27Ik2bdogMTERDRo0qLZzceXKlTh69CjWr18PExMTXLx4Efr6+ti+fTuGDx+Ofv36ISAgADo6OkKPZ4wGZkJpYmIidNIvDTt37sSWLVuqdGxFevToIRB9yBTxHjhwoNj6ODt37sS5c+f4ZMAYKjo+Dx06hHr16qFDhw6Ii4uTyiDhcDgYNGgQ64gsKSnB2bNnZaotamlpKeDA3LdvHzZs2AAHBwe+WnxAuZEpjYwKUG60R0RE4Nu3b/Dy8kLTpk1Rp04dWFlZCSzueHp64tKlS9i6datA8IG0Ubs+Pj4yRYFLijqtaSreQ35+fiLbVTSYJWWfMwsYvXv3FpCVkYaKzkXm3E+ePIGamlqNLfAB5Qs8TDRyxYjRT58+AQDOnj0r9DuRkVqTlqNHjyI+Ph59+vQRW+sKKP/d6dChA3bt2kXrMFIoFMq/BAMDA1y/fp1VUQCAfv364c6dO7h79y6+f/8u0ZHh7u7O/r9v374Szzlz5kwMGDAAI0eOhKamJlRUVMQGp61cuZIv+6JyTUOGiRMnwsLCAkC5woe5uTmysrLQu3dv9OnTh5UIF0dBQQFiY2MxYsQI+Pj4VDtorrS0FK9fv0bLli2hqqrKqte0bdtWquPl5eXZa68Y/Dd+/Hg8ffqUdVLm5eXh2LFjUFNTg7W1tdg+DQ0N4e7uLlSl498EY1MVFxcDKJ/XMVmEDOnp6SgrK4OLiwvq1q3LztOWL18u8HmnpaUJlAoRx48fP1hbbu/evex2a2trODo64vXr17C3t8emTZuk7rNVq1bw8PDA27dvoaenB19fXz4Z+sokJiYKlFPp06ePxDr2AwYMQHp6usB2puaioaGhgB0/atQo3L17V2S5ixkzZrBrEAEBAQL7d+zYITCPnjVrFp/dw+FwcP/+fYGAx4rPcUhICH7+/AlCCAgh4PF44PF4uHTpEvz8/Nhs3VmzZuH79+/49u0bSktLUVZWhtmzZ0NDQwN79+7F2LFjsXTpUuzfv/+3BDcGBwdj1apVUFNTg5+fn8yOReB/83RhdU+HDh0qsiRDRUQFafyO52nUqFHo1q0bDhw4gIEDB8LHx4dvv5ycHN93OQOTpamqqip0vyRWrFjBt04kDeKcsPb29njw4AHmzp0rtgbtt2/fEBISgv79+4v8brG2tsaePXtw6NAhqZyLz549AyA+W2/atGlYvXo1Tp8+XS3nIuP4tbKyqnIfAJCamorr169j1apVOH/+PABg06ZNcHJywoIFC/DixQv2t/Tly5cSlceqGojK4XDg6+uLjx8/4uTJk5gxYwZ7Li8vL1hbW0NDQ4MGuv6Hoc5FCoVCkUBRURG8vLzQoUMHAWdAvXr1oKmpyVc/48OHD0hISECbNm0EZDV//PgBAHyTN1NTU6ki0sLCwrB//36MHj0ac+bMkdheUqHpuLg4XL16FVevXmWdAXJychg6dChmzJiBcePGCXUgZmdno1atWnzGCCGEdZoA/LIu9erVExsltXDhQtja2uLr169o0KCBVIbikCFDsG3bNvj7+6Njx45o3bo1vn37hsuXL4PL5YrM5DEyMkJiYiKmTp1a5Tp92dnZmD17Njw9PWFubg5bW1u+AtcDBw7ElStXMGHCBPTo0QNnz57F2LFjBfpJTk4G8L8i3kytRx6Ph82bN+Pjx484fPiwyIWlhw8fws7ODq1bt+aL4qsOSkpKAhP5hw8f4uzZs3BxcYG/v7/ILDzGYV5ZBqwyVY2kHjhwIDw8PFBYWIjFixdj+vTpVernV8DlcjFx4kTweDwoKCiwCyIdO3ZE7dq1IS8vjyZNmgD4n7xnnz59MHz4cBBCEBYWhgEDBkh9PllqMTHj+51YWlqKlQa7dOkSduzYgT59+uDixYsAhEuxVIQJ1Hj8+DFb80UWBg0aBHV1dSQlJSExMRHR0dEghGD48OFSZ2FLQ1ZWllDnISNZlpCQwD77FZGlPtK5c+ewfPlyqKioiHRIVow+zcjIQElJidjvYQqFQqH8XpjF7Iq1Ei0tLbF9+3bk5+fj6NGjYqXDysrK2EXnIUOGSOW8GTBggEzzjZiYGL45BKPAcv/+fT7nX8Ugl7S0NGRnZ2Ps2LFwdXXF4cOH+foUpb7AyLq9ePFCZADg1q1bhTp3MjMzER8fzzp1evXqhfj4eBQWFuLp06fo1KkTfH19oaenVyXHQ2UqZokeOHAAP378wIoVKyQGpamoqGDixInVPn9FfkXNRQ8PD+zevZv9++HDh3j48KHQtpaWljAwMGDtt44dOwrMO2WtG7djxw5kZWVh0KBBbFYvUF664vDhwxgzZgz27NkDCwsLkUGcotDT08OuXbuwbds2hIaGipxPLlu2DF27doWcnBzU1NTQqlUrNGvWrMZrhBUXFyMqKkqsgpIkKpcSuXPnDi5duoRu3brhyZMn6NSpE5KSkrBgwQI8ffpUpA28adMmPHjwQOR5ysrKsGvXLuzatUvimI4cOYKnT5/ixo0bUkk2V5WcnBw2sMHd3V2i81cUTPBBTcizVuZ3PE+KioqIioqq0Zqn0tCjRw+Zg/fFZcp/+PAB6urqEoNOPTw8UFZWhqlTp4ps07RpU1Yh4PHjxyIltufOnYu3b98iLCwMbdu2FbuGpq6ujh07dogNuJZEUlIS9u3bBy6Xi1mzZlW5HwDYv38/iouLMWPGDNa5qKWlBSsrK7Ro0YLv+6p58+YCv8cVkWZ9URynTp0Ch8MBh8MBj8fDvXv3sHPnToSEhMDU1BRnz56tdpYm5d8LdS5SKBSKBFxcXJCZmYlFixYhODgYUVFR7KSwYmTivXv3YGxsDCcnJxBChBqPjLFXMTNPR0dHKsOIyVRq1apVlTMwnz17hmvXruHatWt4/fo1u71jx46YPn06LC0txUZr5ebmoqioSCCzkMPhYMuWLazjRFdXFxMmTMDEiRNRWFgospYlUL6YoKqqivz8fDRr1kyqhf6ePXuiTp06rETrtWvX0LhxY+jo6GDEiBHQ0tJCQUEB34JNVFQUO+ny9PTErl27+DJIpeHGjRtYtWoV3r9/j2HDhuHy5ctCjUxzc3NcunQJs2fPhrm5OSwsLGBra4vmzZuzbRjpXEZy1tTUlN33+fNnLFmyBMePH0dwcLBAJGFkZCSOHz8ORUVFXL16VWjdRoasrKwqRSIyGBoawtXVFZMnT8bw4cMRHh4uU8ZgTRAXF8c67LhcLp+BBpRn/37//r1G5S1lQVNTEwEBASCEoGfPnnyLSxYWFnj06BHevXsn1IG2adMm2Nra4vTp0xIj3hl+t7NQEpXvsTp16oi955jI7Fq1akkVCQwAw4cPR4MGDZCeng57e3uZa4MqKCjAxMQEbm5uuH37NqKjowGgxmWbDA0NWWncinTq1AkvXryAuro6kpOTq1x3d8uWLQgODgaXy4Wbm5uAFBDzXeDj4wM1NTVwOBx2AaM6C1cUCoVCqTmysrIQGBgIAHwLnjo6Opg8eTKuXLmCgwcPwsTERGQ9ps2bN7My478qKz0sLIxvzte/f3+Eh4fzyUVWZurUqahXrx6GDh0qtH56aGio0GAXJjtQnPw5I+EYFxeHixcvIj4+Hi9evEBqaipfO6ZcRc+ePdGwYUNEREQgIyOj2lkilbl37x527NiBOnXqCChgyCIxV1xcDB6PV6V69r+i5qKFhQXrMC4rK0NhYSGf1HtxcTHk5ORYR0adOnXYjLqKpTSqgpeXFw4fPgwOhyNUiYap0X7z5k2Ym5vj3r17bJaXNFy5cgXbtm1Ds2bN0LZtW/YZqky9evWEzhELCwuhpKRUbSfjvHnzkJaWhtTUVGRkZEhtA0ji48ePmDlzJtTV1eHo6IiBAweiRYsWWLt2LWbMmIH58+fD2dlZ6LFr165FWloaFBUV+V5KSkp8fxsbG4PD4cDW1hYqKipQVlaGsrIy+38VFRU4Ozvj9OnT2LlzJyvj/yuoXbs2bt++jTdv3lQrI5ipGVeTaiYMv+t5+t2OxV/B3r17MWTIELHrUWVlZTh48CCUlZXZ+ouimDt3Lq5fv44LFy6IdC4WFxcjNjYWAwYMwP79+4X+blVk7dq1ki9EBIQQWFtbIzc3FwsXLpSqpqEo3r17h+PHj6NXr14CNp6tra1AsIsktTdJEsmSkJOTQ3R0NK5cuQI3Nzd8/vwZurq6uHr1Kiu5m5GRgYkTJ0JHRwcODg6/NPCA8nv58799KBQK5ReSlpaGrVu3Aiif7FSUZtHR0YGJiQlatWqFbdu24fr16zAyMoKzszM4HI5QqYSUlBQAkLnQeU0QGxvLF82npaWFqVOnYvr06VJH+X39+hUAhMq2zJs3D1+/fsXEiRP5Jm8REREi+/vw4QMGDRqE9PR0yMnJ4cmTJ5g5cyauXLki1mhTVFTEly9fWOdh8+bN4enpidTUVOjo6KBbt26oXbs2K5/ITGSKi4vRu3dvREZGYv369QKFrivDOAkyMjKQkJCAyZMno7i4GMuWLcP+/fvFTuKZaNrJkyfD1dUVHTt25HOIxMTEACh3lFZm8eLFePfuHRwdHdG3b1+cPXsWvXr1Ao/Hw/Hjx2FjYwNCCC5fviyQTVuRpUuX4vjx4xg3bhyuXbsm9lrFMX78eBw5cgSLFi3CpEmTEBMTI5CV+6u4du0aZs2ahby8PKioqKCgoAAXL17EsmXL2DYvX77EvHnzcOfOHQwdOvS3jKsyxsbGAtu8vLwQERGBBQsWiMzM27BhA9zc3LBs2TL06tWLr3brnwBzj5mbm9dozY3KqKur49ChQ7CwsMDOnTvRsGFDgdqsGRkZePToEZ+jviJjxoyBm5sbbt26hadPn4LL5YpsW5Pcvn0bL168gIaGBn78+IFDhw7BxsZG5n7OnDmD4OBgtGjRAk5OTkLvuT59+qB27dp48OABX/R5s2bN/vUybBQKhfJ/gXfv3mH+/Pn49OkTNDQ0sGjRIr79hw8fxv379/H582cMGjQIzs7OmDhxIjsvzsrKwvLly3HhwgUA5fPvf2ruIwpxNZWYmtiViYuLg4GBASZPniy2DjdQLiHIZO7LycmhQ4cO6N69O0JCQpCcnIyfP3/yLd4zGZ6SAooWLVqEpUuXCizUMs7QvLw8EELA4XBw7949jB49GjweD+fOnWMzRxcuXIhv376xNpMkm+/JkycYMWIECCHw9/eXKHVeGWlrLjZq1AhGRkZS1Y5r3749+x4cP34cq1atwu7du7FmzRokJCTAzMwMEyZMgK2tLXsMk2VbnUCm+/fvY+bMmQAAGxsbkTbOkSNHEBYWhri4OIwYMQJBQUFS2SUPHjzArFmzoKSkBC8vLzRo0ECkc1EUfn5+2LZtG44dO4aBAwfKdGxFOnXqhHfv3qF+/fqwtbWt9sI+UK6QZGJigrS0NFy8eJHPcTF9+nTcunUL58+fh66urtByGpWVdggh2LJlC+Tk5DB//ny2P3l5eSgrK2Px4sUAytU5tm7dip49e7JzTUNDQxgbG1e7DIk0dO3atcoZiwz37t2DvLy8TJnd0vJPPU9/IvXq1ZOY3X3+/Hm8efMGS5culVhKZ+jQodDQ0IC7uzsOHjwo1HHIqOj8KgghbGb+58+foaqqCl1dXdjb21erX0dHRxQVFQkEtgAQmkX/8eNHsSWTMjIyZJKvrsyePXuwefNmcDgc9OnTB46Ojhg/fjwbiPTq1SuMGjUK7969Q9++falj8T8GdS5SKBSKGJSVldkahK1atcLgwYNhZGSEAQMGsD++hBBcunQJqqqqcHd3x5cvX2BsbCw0G/Hdu3dQUFCQyrCraQwMDNC5c2d07twZlpaWMDY2ljkDijHAhEVZySrN+fHjRwwaNAifPn3C8OHDsWfPHgwZMgRubm5o2bIl7OzsxB6vrKyMuLg4BAUFITg4mHUkhoeHQ01NjZ2YlpaWwsLCAsnJyVi5ciVsbW3RtWtXnDp1ClOnThVpRAQGBrJRVrdv38bQoUNx8eJFNGrUSGpjsnfv3oiPj4eLiwsWLFjAty86Ohr169cXmbV64MABtGrVCqtWrUKfPn1gbW2NJ0+eIDo6Gm3atIGXlxc6duwo8twlJSU4c+YMeDwePDw88PnzZ1aasyosXLiQLYru5eXFGv+/ih8/fmDHjh1s9PKmTZswbNgwDBw4EDt37sSkSZNYaY2EhAQAkFkaqTKZmZm4f/8+5OXl2UWhqmSYAeWO6bVr16JWrVpsgIIw1NXVceXKFfTr1w9TpkxBbGxslSV7q8Px48fZ9xEA65h6/Pgxli5dym6fM2cOK1Fa8R7z9PSs9j0mialTp+L+/fs4deoUrK2tcejQIfTq1Qvq6upITEzEvXv3wOPx8ObNG6HGkYmJCRQUFNho4AEDBkisZyUtI0eOFHrO1NRUzJw5E3JycggICMCcOXOwdetW9O3bV+ICRnFxMYqKipCdnY2DBw/C3t4eAwcOFCvr3LhxY7x79w6xsbFsJoOysjJ69uwpNsOZQqFQKDXL1atXWfm3srIyfP36FUlJSQgPDwePx2Mz0HV1dfmO09TUZNVQkpOTMXnyZKxcuRLt2rVDfn4+YmNjWTUTS0tLHDt27Ldf2z9Nr1694OjoiO7du6Nr167s71v//v2RnJzMlwFYWFiIK1euoEGDBiKl/RlcXV2Rk5PD59z89u0buyD75s0brFixAocOHUKtWrVQr149ODo68jlQFBUVWfWAYcOGSazLdfXqVVYJ58qVKzI7F6XF2NhYaFCSOL5+/YpNmzZBXl4eU6ZMAVAuG9moUSPY2dmhZ8+eGDduHIqKihATEwNtbe0qLxj7+vpi0qRJKCgogJmZmVjpzebNm+PWrVsYOnQoHj16hFGjRuHWrVt8DuXKvHr1CmPGjEFRURHOnz8vMotJEmlpaYiPj8fLly9ldi7Ky8uztvfSpUv55tfV5e3btxg5ciQSExOxfv16TJ8+He/eveNrc+LECTx48ABbt25Ffn4+nzOrMj9//sScOXNw/fp19OnTR6zzMzIyEq6urti/fz+OHj2KgwcPonv37jUuAfyriIiIwJcvX9C3b99fOlf+nc/Tf5W0tDSsXbsWqqqqUmXsM8o1V65cwePHj4UGdf9KcnJyYGlpySrmzJgxA4GBgfj+/bvY7ytpYOzi8ePHS9WekXgWt18WZs2ahSFDhrB/r1mzBg0aNMDIkSP51gpTUlKwZ88enD17FjweD46OjlixYoVM56L8+6HORQqFQhGDhoYGnJycYGhoKLIAMYfDQWJiIj5+/MhGWC5cuFCg3adPn5CamoqOHTvK/ONdU8TGxlZLxiUyMhIA0LZt22qNw83NDStWrEBaWhqGDRsGb29vKCsr4/r16xgxYgT27duHkpIS7N69m0/alBCCgwcPIjQ0FKGhoWwNSzk5OXTr1g3Dhg3DsGHD0KdPHygoKCAjIwOTJk3CvXv3YGJiAnt7e3C5XJw7dw59+/bFpEmTcP/+fb7rIYRg37592Lx5M8rKyrBq1SrcuHEDq1evxpgxY7Bjxw6B62nZsiW2b98uVLqqdu3aAo7F+/fvIyUlRaKM59ChQ9kI7lOnTgEodxRs375dYDGqMgoKChg0aBBu376NTp061YjT58yZM5gxY0aNS0lWJD8/H4cPH4adnR2ysrJQu3ZtXLhwgV3YGTlyJPz8/GBmZgYfHx80atQIgYGBqF+/frWLhNeqVQtz5szhq1UjTQH4yhQVFWHMmDF4//49Dh06JDGY4K+//sLKlSvx999/Y//+/VXKaqsuPj4+uH37tsD2N2/e4M2bN+zfRkZGrHOx4j3WuXPnX+pYZDh58iTMzMywatUqvHjxgq9uR8eOHbFhwwaR77eGhgYGDBiA4OBgADUriSpMau3+/fuwsLDAt2/fsH//fvz11184d+4cjIyMYGpqisOHD4tcdPT398eyZcvw5csXAOXBG8ePH8e+fftQXFws1gHdoEGDf10WC4VCofxfw9fXF76+vgLblZSUMH36dKxduxZt2rQRemybNm3w4sUL7Nq1CxcuXMDnz5/x+fNndn+3bt1gY2MjURKuuly9ehXh4eHs38wYjh07JhCg2K1bN/Tu3fuXjoehdu3aUi9OnjlzBl++fIGNjY1I+4sQAh6Ph5ycHL5MmJiYGEyYMAEfP35k62QfPnwYjx8/hp2dHV6/fs1npwDldecr1p6XhLGxMZtZKavz71dSUlKC2bNnIzMzE3///TcbQCUvL4+rV6+iU6dOmD9/PgYMGICbN28iPz+/SvXDiouLYWNjA0dHRxBCYGZmBnd3d4m2sqGhIby9vTFy5EiEhoaiY8eOOHz4sFDb6tOnTxg2bBgyMjKwYsUKvgBJJuMxMzNTqvEyz4MwWf+4uDixmVTM9wET5CYMpmyGtBBC4OLiguXLl+PHjx+YN28en9JSRTQ0NODr64shQ4bAzs4OCQkJOHXqFF+NOUIIPDw8sGrVKqSkpMDS0hJOTk5iy5YMGTIEr1+/xrZt23DkyBH07NkTCxcuhL29fZWDNH8nO3fuBACRztBLly4JVW2qjKg6isDve55+N46OjjIr11QszSMr6urqmD17Npo1ayYQ7C5KinrIkCH4+vXrL5GNFSd//eLFC0yaNAkJCQlo3749hgwZgqNHj6Jr166ws7ODjo6OSAdjq1atEBsbK7bMSN++fXHjxg2p1xWbNWsmVhVAlBy5KCqvkSgpKWHevHkAyr/XAwMDce3aNbi5uaGwsBBDhw7F/v370alTJ5nOQ/kzoM5FCoXyx+Lq6iqV1CMTtefn58fKkoqjTZs22LdvH/u3paWlxGOKi4sxYcIE/Pz5ExYWFhg3bhz8/Pzw+vVr1KlTBxwOBy4uLgBQZbkNHo9XpeMqIotj0cfHBx8/foSqqioUFBSQk5PDFoGu6sL127dvsWjRIrbOjImJCby8vNgI40GDBuHcuXOYMWMGDhw4AB8fH5w9e5at2cjhcHD06FG8f/8eTZo0gZWVFYYPHw5jY2MBY87DwwMrV65ESkoKBg8ejKtXr7ILIYaGhti5cyc2b96MQYMGwc3NjT3H6NGj4efnBwUFBTg5OcHKygqrVq3ChAkTcOPGDdy4cQM6OjowMDBA06ZNoaGhwdagiI2NxdOnT8Hj8VBSUsJmHuXl5SEvLw8nT56EmpoaTp8+DYDfIfH9+3e8evUKr169QnR0NAICApCUlASgPIp91KhRiI+PR3R0NCwsLKCiooLBgwdj0KBB6NixIzp06IBmzZrxfcZ+fn6IiYmptlQMQ8X6IydOnMCPHz8gJycHHo/HOqYkGV8/f/6El5cX5OXlWcdQRekONzc32NjYgMPhYPr06di7dy9fRti5c+fQo0cPREdHQ1dXF+3bt8eLFy+EOvSBcjkZb29vqWQ+FBUV4efnh4yMDKioqKBjx45ii7qLwtbWFmFhYbCysuKTbwVEGyFbtmyBs7MzTp48iXXr1v32uopbt24VcIILo3LEZ1XuMVNTU3h7e0tlqIs63tTUFFlZWXj27BkUFRXRvn17qWqoHj58mHWWVpYMqylSU1NhZ2eHEydOQE5ODvv378eqVasAlL9/V69exZQpUzBnzhy4u7tj4cKFGDlyJOTl5VFSUoINGzbgwIEDUFJSgoODA+bNm4eYmBjY2Nhg3LhxUFBQgKGhITp16gRVVVWoqqpCRUUFhBCUlpaipKSE/f7Jz89HXl4esrOz0bNnz3/EcU2hUCj/l3BxcUFJSYnA9nr16qF58+Zo2rSpVIuc6urqsLe3h52dHV6+fInPnz9DRUUFurq61ZIuqwiPxxNrG4hSEVm+fLnAtg0bNlTLuShLjUJpSU9Px65du6Cqqsr+DleEWdgNDw+HiooKeDwe6/C9du0aLC0tUVxcjBkzZsDJyQk8Hg/W1ta4dOkS+vfvj0aNGsHQ0BDNmzeHpqYmFBQU2Pkbj8cDj8dDaWkpaw8UFBQgJycHo0aNYh0Zw4YNw4cPH0AIQYsWLap8rUlJSYiJiYGCggKioqIAQCBLpbS0FI6OjpCXl4ecnBzrKKtsQ5WVlWHatGm4desWBg8eLKBOo62tjR07dmD58uVwdXVl7ZqKi83h4eEICwsDl8tl7ZmKahE8Hg9XrlzBli1b8OHDBwDl95WDg4PUToAhQ4bg2rVrmD59Oj5+/IgxY8bAzMwMx44dY5+RlJQUDBo0CMnJyZg4cSLryGVo3rw5FBUV8fDhQ8ycORO6urpCz08Iwbt37+Dm5gYNDQ2hc0h7e/tqSx1KovJ6wPLly3HkyBFwOBxs376dldMURadOnXD37l2YmJiwjgkvLy8AQHBwMDZs2ICYmBioqKjAwcFBqOSiMGrXro0DBw7AysoKlpaWOH78OAIDA+Hp6fmvdiY8fPgQd+7cgZaWFusYqYywwGJZ+B3PkzjS0tJE2skvX74EINpJKCcnB09PT5F9P378GI8fP5ZqHDVBrVq1+GqxHjhwAO/fvweHw8GtW7cACK5FzJkzB3PmzKmxMTg5OSElJQVcLhf+/v4AIBDY6u/vj/Hjx6OgoACDBg2Cl5cXNDQ00KxZM2zduhWzZs3CwoUL0bt3b7Ro0QKNGjWCsrIyFBQUICcnB0IICCEoKytDcXExa9Pl5ubCxMSEVdeSFGwuC9X5Dc7Ly8PTp08RExODhw8fwt/fH9nZ2ZCTk8OgQYOwcuVKjBw5ssbGSvkXQigUCuUPZfPmzQRAjb8MDQ1lHktMTAxRV1cnrVu3JtnZ2YQQQlxdXQX61tbWJu/fv5fYX2lpKZkxYwaZMmUKsbS0JNOmTSNt27YlAMjRo0dlHl9VcHFxEfr+WFlZER6PJ3U/4eHhBACZNm0aady4MQFANDQ0yKlTp0T2ExERwV4vh8Mhjx8/Zvf5+fmRuLg4seeMiIggcnJyREFBgdjZ2ZGysjKh7Q4cOEA4HA5p2bIlKSgoIIQQsnDhQlKnTh0SHBzM15bH4xFXV1cyYsQIoqSkJPN91a9fP0IIIYWFhURdXZ1oaWmRkpISQggh48aNE2ivqalJrK2tyZ07d9h2hBDy8uVLsmHDBtKsWTOBY3r06CHyWmuaJUuWCJy/Z8+eJCsrS+xxJSUlpF69euwxysrK5N69e3xtLly4QGJiYkT2kZiYSHr27Mn2UatWLRIfHy/zNdjZ2REAxMHBQeZjCSFEW1tb6PdFUVERcXBwIIWFhYQQQrKyssiYMWPIuHHjSKtWrQgAvnuaITQ0lPz48aNKY6H8XjZs2EAAkJCQEL7tu3fvJvLy8gQA6dy5s8j7OCEhgXTr1o29h4cOHUoIISQ/P5/o6+uTOnXqkLCwML5jeDweCQ4OJtbW1nzPkLSvc+fO/Zo3g0KhUCh/DCtXriRjxowhw4YN4/v9qYilpSUBQBwdHYm3t7dUL1HzMGau5e3tLbDPycmJjBs3jkycOJH89ddfBABZt25dla+tX79+BAApLS3luw5bW1uh7b9//040NDTY30l1dXWSlJRECCEkKiqKACAbNmwQOC4yMpLMnDmTNGrUqEq2prg5rrSsWLGCACAPHz4khBCSnJxM5OTk+ObGlecRhBAyePBgvrFoaWmRly9f8rWJjY0lDRs2JB07diSZmZlCz19SUkJCQ0PJly9fSLNmzQTmw2FhYXznUVZWJoGBgez+lJQU0rJlSwKANG/enPj4+FT5vUhNTSWjR48mAEiLFi1IWloauy8gIIBwuVwycOBAdl5eGUdHR6ltOyUlJYH51MmTJwkAsmLFCqmfF1EvGxsbgfuOx+ORqVOnkgkTJpDOnTsTAOTy5cuEkPLPfcCAASQ8PFzgut6+fUsAkFGjRgnsy8jIIHPnziXfvn0jhBDy9etX0qFDBwKAmJmZsc+BMDQ0NIiWlpbI/QUFBWTu3LkEADE3NxfZ7t+As7MzkZOTIwcPHhTYN2XKFAKAnDhxQqrPzsLCggAgJ0+e5OvndzxPlWG++8LDw9n7oCoveXl5of0z63AODg7k7du3Mr1Wrlwptf3NPFt2dnZC9+/YsYNvvN26dSM5OTkS+3VyciIAyO3bt0W2YWy9V69eiT2nvr6+wOf6+vVrwuVyyYwZM0hxcTHfvvfv35MlS5aQFi1aVOkzYb7zK6OlpUUMDAyE7lNWVib6+voC2/ft20cmTJhAzMzMCJfLJX379hX5fjD31Nu3b/m2l5SUsOt2AIicnBzp1q0bsbOzI8nJySL7o/y3oJmLFArlj2XlypVCpeiqizjZD1F0794d/v7+qFWrFiuvYmZmhqtXryIvLw9ycnLQ1NTEgAEDpMqu4XK5UFNTw/Hjx9lttWrVgpmZGRup9KsxNTXFlStXkJOTAx6PBzU1Nejr66NLly4y9cPlcqGhoYF69eph37598PX1xaFDh9h6ecLo06cPYmNjsX37dhQXF7Nys8y4JNGnTx8cOHAA/fr1E1tTY+XKlWjYsCG6dOnCZk9u3LgRS5YsQYcOHfjacjgcTJ06FVOnTkVhYSGSk5ORkpKC7OxsFBcXo7S0lK+tgoIC5OXloaCgABUVFTRv3hxA+f0VHR2N8PBwNjJ25cqVkJOTQ+fOndGlSxd06dJFZPRy+/btYWtrC1tbW3z69AkxMTHsa8eOHb9Ncnf9+vUYPHgwAEBFRQVNmzaVSvJXXl4ePj4+yMzMhLq6Ojp37izwTMyYMUNsH61bt8aDBw8QFhaGmJgYDBo0SODzkobmzZvDyMgIzZo1k/lYANDS0hKafaeoqMgX6auuro6srCy8efMG9evXx4YNG4Q+R0z2LOXfT9OmTdGjRw/2+55h4cKFePToEebMmYPRo0eLzAhp164dYmJiEBwcjJMnT7JR0SoqKrh27Rp+/PghUBuKw+Fg8ODBGDx4MI4fP46kpCR8/vwZ+fn5KC4uBlAeYaygoMBmU6uoqEBFRQVqampiv3MpFAqF8n8DJSUl3LhxA0D5fGrjxo0CbQwMDJCZmYkxY8ZUu561iooKNDU1hcp5t27dmp0P16lTB9OmTROaFSktHTp04JuPb9y4EYWFhVizZo3Q9vXq1UNCQgKbecOokgDlkvXBwcHsXLcihoaGMDQ0BCEE3759Q2pqKr5//47i4mKUlJTwZYBwuVxwuVwoKChAWVkZKioqfHZNVbG2toaxsTFb2kFbWxtBQUEoLCyEhoYGOnfuLFRy7/jx40hMTASXy0WTJk3QoUMHgc+mS5cuePr0KcrKykTK8snLy7Pz1idPnuDjx498+/v06YObN29CQUGBHU9FicymTZvi5s2b8PPzw4oVK/jqZMpKkyZNcPPmTbi6uqJ58+Z8qiPDhg3DpUuXYGpqKtLGX7FiBWbMmIFXr17hx48fKCsrE9qufv36aNu2rcDcv2XLlhg7dizGjh0rcx3GyjRu3BgJCQl8dg2Hw0Fubi5by3PSpEms/Ku2tjbu378v83nq16+PM2fOsH83bNgQYWFhePToEUaMGCH22E6dOomV51dWVsaZM2cwefJkvpps/0asrKygqKjIlt+oSIcOHWBkZAQzMzOpSj8w2WUtW7bk2/47nqfKDB8+HJqammjSpAlatGghteyvtLRq1QrGxsYwMDAQKhEsju7du8PY2JhdGxFHv379cPToUZFZ8QsWLED37t2hpKSEFi1aQE9PTyqlrn79+sHJyQkdO3YU2WbevHkYMWKEwDgXLlyITp06QUFBAS1btkSHDh0E1j/atGmDW7duYdiwYQL96ujo4MiRIzhy5AjS0tKQkpKCr1+/oqioCMXFxXy/H/Ly8uyL+f0QVZd30KBBqFu3rtB9LVq0EHoPt2jRAmfOnIGSkhJGjRolVuGmVatWMDQ0FPgelZeXx+nTp3Hnzh3069cPffr0kWq9k/LfgkPIL9CfoFAoFIpIfv78ic+fP0NDQ0NAK74ieXl5SEtLg5ycHFRVVdGwYcMqn7OkpATZ2dlQVlaudvFoyp9PUVERK7shDcnJycjPz0fr1q1/qfPyy5cvEusTUmqO4uJi5OTkQEVF5Y+oifJ/nYKCAsjJyVUpAIZCoVAoFAAoLCxEfn4+G3zyp5Gfn48PHz6gQYMG1bKNpOHLly/Q0tKqVr16WcjMzEReXh40NTX/qN/6tLQ0fP/+XexCfVUhhMj0/kuqS/2nUlJSAg6HI1PdOEII8vPzweVyq+W8lYasrCzk5eWhfv36Qu/drKwsKCgoCNgbVf283r59i7y8PHTq1EmobVpcXIyEhATUqVNHwNknDXl5eWLXTHg8HrKzs/lKe1BkR9bnm0Kh/Dv5PekNFAqFQgFQPhEdNWoU9PX10bFjR7x9+1ZkW1VVVbRq1Qo6OjoCxvP27dtx9OhRFBUVSXXeu3fvQlNTE5s3b67W+CmiuXLlChYuXIhdu3ZVq5/Q0FB06dIFV65cqaGRCbJjxw5oaWkhNDRUqvYzZ85Eu3btkJeXJ7ZdXFwcTp06JfYlquj7tm3b0KxZM3h7e8t6OZQq4uPjA01NTdja2v7TQ5GZ+Ph4mJubw9fXV2Cfubk5tmzZUqPn27NnDxo3bozIyEih+wkh+P79u9hXfn5+tcZw9OhRqKmpSaynU5nz589LfHZPnz4Na2trJCcn820/duyY0O0UCoVC+TNRVlZGvXr1/kjHIgA8ffoU+vr6OHLkiMC+iIgItn57dYmOjoa2tjYaN26MHz9+VLs/abCxsYG2tjZCQkJ+y/lqiq1bt0JfXx8bNmyo8b7DwsKgra0NZ2dniW2Tk5Ohrq6Onj178mWw/hdgFHFkgcPhQFVV9Zc7FgHg5MmTaNq0qUg7zt7eHnXr1hWwA8eMGYM2bdrg0aNHMp1v1qxZMDAwQE5OjtD9ycnJMDAwEKhvKA1fv36Furo6unfvLrIO3aNHj1C/fn0sXbpU5v7/VAgh2Lp1KxYuXCjSnpeFoqIidOrUCYcPH66B0YmnsLAQGzduxP379wXqlgLlzmobGxtkZ2f/8rFQKP9FqCwqhUL5pRQXF6NPnz6YN2+eyCLZ/5dwcHDAgwcPoKioiKysLIwbNw4PHz6UKWsoKSkJf//9NwoKCmBnZ4edO3di1qxZNOrrHyQuLg6zZs1inb1cLleozJQ0HDhwAPHx8QKSiEC5DEdaWppM/a1evRr9+vVj/87Ly8PJkydRVlYmtSwTY6BzuVyx7YKCgkRKTzEYGBhgwoQJAtuHDBmCnTt3YtGiRTA2NoaamppUY/svcOTIEdy9e7dG+9y0aZNI2ZT/AhkZGfD29oaRkZHAPm9vbz75n6SkJImLCxYWFpg4caLI/bm5uUhLS2PlRyuTmpoqUV53zZo1sLe3Z/8+ffo0SkpKRLbv0qUL37Pr5+eH0tJSmSSAnZ2dMXv2bDg5OcHf319AxpXh3r17uHr1KpYsWcJ3HUFBQfD29hbYzuDv749Vq1YhMDAQ2traUo+LQqFQKJTKBAYGwsbGBi4uLqzcZ0ZGBgICAtC9e3e0a9dO7PEZGRkICQnh++1kiImJwZEjR3Dq1CmJzpaysjIsXLgQPB4P+vr6uHfvnkCbwsJC/PXXX2jdurUMV/jfIzU1FRcuXICioiIWL15c4/2/evUKqampUimnODk5oaioCD9//pRos1B+Lx4eHuDxeHyysVlZWQgODkadOnXQuXNnoce9efNGqOPx27dvAAA3NzehGYaMvZycnAwXFxeB/e3atRNZOuXJkyfg8Xho1aqVyPUVX19f8Hi8astG/0kcOnSIDaI+d+4cmjZtKlKuVBrc3d0RHx+Pp0+fCuyztLSUGBjZvHlzHDp0SKpznTt3Dra2tvDy8sLLly8F9q9btw7Xr18HIQR2dnZi+9q5cyfu3buHu3fv0vU3CuX/Q52LFArll3Ly5Ek8fvxYrGQEIQSPHj1CQEAAPn36hPz8fDRt2hR9+/aFqampVFIZNdHHtWvX4OrqCuDXLMw/efIEW7duhby8PIKDg7Fr1y7cuXMH1tbWuHz5stSTk5YtWyIxMRFbt27FhQsXMGfOHJw/fx7Xrl1Do0aNcPDgQXz8+BG2tra/NFKxqKgIly5dwq1bt1CvXj04OTn90uOKi4vh4+ODu3fvIiMjAw0bNsTgwYNhZmbGZ0DeuHED58+fl/o6PD09qyX1WVBQgKlTp6KoqAijR49GcHAwNm/ejE6dOmH06NEy9fXu3Tv4+PigSZMmuHz5Mt++bt26ISgoSGy2qzCmTJnC9/fZs2fx8+dPdO3aFRcuXODbZ25uLlSPn6k9Iul9GjNmDPT09ACUZ8sePnyYrT3HIKrWxIABAzB58mS4ubnBwcEB27dvl3ht1aGsrAwREREICgpCSkoKioqK0KxZMwwaNAjGxsZCFyVSU1OxZMkSge2qqqpo0qQJGjdujFGjRsm80PTkyZMaz9icO3euzMcEBATg5MmTUrd3dnb+I+SAsrKyJL6/Fb/vo6Oj2UULBua5i4yMRG5uLt++nj17spGu5ubmmDlzJt/+169fY/369QJZIqtXrxboqyIrVqxgF0izsrIQERHB1l2UFisrK4SGhuL8+fMYNmwYAgMDa9Rx37hxY7x+/Rrbtm3D2bNna6xfCoVCofzfghCCDRs24NOnT3xlI969ewdLS0scPHiQz7no7u6OFy9esH9PnDhRwMlQUlKCu3fv4uTJk7hx4wYIISCE4OLFi2LHsmXLFrYOY3BwMIKDg4W2U1VVRVJSEjQ1NWW+XnF4eHjwXZswGjduDAsLixo9b1XYtGkTiouLYWBggFu3blW5n5kzZwq1WxMSEgAAXbt2FXt8fn4+W0Pw3bt3cHFxgaWlZZXHU5GcnBzcuXMHDx48QFpaGpSVlaGjo4MxY8agU6dOQo/x9fUVOi+qV68emjRpgpYtW2L8+PE1Po8WdV5hODk5oX79+gLHamlp4cSJEzU2ptjYWLx+/RqjR4/mq1fp6emJkpISzJs3T+Saxd27d7FgwQKRfc+fP1/suR8/fiz0PlixYoVI5+KDBw8AAOPGjRPZL6OcYmxsLPb8spKWloajR48iPj4exsbGEh32BQUF8PT0xKNHj/D9+3e0adMG3bt3x8iRI2vU8RUXF8dmJjP2+rhx4xATEyO2zI84Dh06BHl5eaFqM35+fhLrROrr60t1ntLSUvz9998AyrOsha1n/P333/D19cXBgwcxf/58sU5jJSUlhISEwMPDQ2xgKoXyfwpCoVAov4icnBzSoEED0qFDB1JWVia0TUhICDEwMCAAhL6aNm1KvL29xZ6nJvoghJB+/fqxxyxdurRK1yyKd+/ekUaNGhEAZN++fYQQQr5//050dHQIALJo0aIq9RsVFUXatWtHdHV1SV5eHiGEEENDQwKAZGZmsu1u375NAJAVK1ZU+1pu3rxJxo8fT+rWrcu+X9ra2r/sOEIIiY6OJm3atBH6+Q4YMICkpKSwbR0cHETeC5VfSkpKIu9NaSgtLSXjxo0jAEiPHj1IYWEh8fT0JBwOh9SuXZtERkbK1N+CBQtEjnXBggUkPT2dpKWl8b3i4+MJANK/f3+BfWlpaaSgoIDtPz09nTRp0kTkOUJCQoSO66+//iIASElJidTXsmHDBgKA3L59W+j+rVu3krFjx/K9evfuTQCQLl26COz78uWLTO+lOG7evElat24t8n3Q09Mjd+/eFTju1atXEu8pDodDhg8fTj5+/Cj1eKysrAgAcvjwYRIbG1utV//+/QkA4uvry3cOFxcX0rJlS3Lu3Dl2m4eHBwFANm/eTAgh5OTJk1I/OwBIWlpaFT+BqnP37l0yduxY9vu6U6dOAvcKAKKpqUnGjh1LTpw4QWJjYwkAsmzZMlJaWsr38vT0JADI7t272XOMGjVKpvfB19eXREZGEgDE1tZWYMzBwcFC9/n4+BBvb2+B1+7duwW+r93c3AgAYmBgIPN7VlZWRqZMmUIAEGNjY6HPMbM/NjaWbzvzflbeXrkNl8slL1++lHlsFAqFQqEQQsjVq1f57CSGhw8fEgDk4MGDhBBCwsPDCQBSu3Ztoq2tzb7+/vtv4u3tTQAQExMTYmlpSTQ0NNjf6u7du5NDhw6Rb9++iR3HjRs3CIfDIXXr1iVXrlwR+js9YMCAatlvohBnB1R+GRoa1ui5q0J4eDjhcDgyzZlEvTIyMth+161bx87pGLtl5MiRfHM9xu5l2LJlCztPUlJSIs2bNxdoIyslJSVk7969RF1dXeS4TUxMyKdPnwSOPXjwoMRrrlWrFlm8eLFM9pUkpDkv86poP1c8Vk9PT+bz2tnZEQDk6tWrAvvmzJlDABAPDw++7YaGhkReXp4kJyeL7PfDhw9Cn8H27dsTAMTFxUXo/hMnThAApFevXkL3P3/+XOQ5e/fuTVRUVEhubq7Q/Z8+fSIASMOGDQmPx5PyHRKPnZ0dGTRoEFFUVGQ/n7lz54o9xsvLizRo0EDoZzt48GCh92VVSE1NZdes1q5dSwghZN68eezzVvHZlZYbN26IvUYNDQ2iq6tLcnNzBV6ZmZkEANHX15fqXIcOHSIASNu2bcWu+6xcuZIAIAMHDhTbLicnh2hqapLWrVvX6LNLofzJ0MxFCoXyy3BxcUF6ejr2798vNELozJkzWLhwIcrKyqCqqgpzc3P89ddfUFZWxuPHjxEaGoqEhASYm5vj9u3bGDZs2C/pAwC+fPmCBw8eoF+/fnjy5Ak8PT1x6NChGon4Sk9Px/Dhw/H161eMHz8ea9euBVAeuXjjxg0YGRnh+PHj4HA4OHr0qEx9//XXX4iOjsaHDx9kklZliI+Px5MnTzBx4kSpsxxdXV3h6ekp87mqetyLFy9gbGyMrKws9O7dG1OnTkXnzp3x8uVLODk5ITQ0FJcuXWKj6SZOnAgDAwOxfS5duhQJCQnYu3dvlbMWCSGYM2cOvLy8UL9+fXh4eEBJSQnjxo3D7t27sWnTJgwdOhS+vr58EjCiCAkJwalTpzBx4kRMmzZNYH/Lli2FRkYz9TeUlJTQqFEjseO1tLTE58+fMX/+fJiYmAi0ERUBWFRUBHl5eZlqfTx79gwARH4WDx48QFBQkNB9cXFxiIuL49vm4OAg9bnFsXfvXmzatAkAoKGhgfHjx6Nr167gcrmIjo5GSEgI3r59i2HDhiEqKkqkdOzNmzfRvHlzEEKQlZWF9PR0BAUF4cqVKwgICMDo0aMREREhU5aYrq4uunTpUq3rE5UZmpOTg6SkJLG1JKZNm4YRI0ZIPIepqalQSZnfwadPn/iyEJ8/f47nz58LtGNkU7W0tFjJHjk5OYGMVGEZqps2bcLcuXOxYMEClJSUSIwA79GjB6KjowGU10uysbER2q7yvTBq1Cih7YRFsTPZAFwuF3v27BE7njFjxvA9y3Jycjh//jySk5MRFBSEy5cvY/jw4Xw1qeLj4wGU/6Y2btyY3f769WuB7cOHD+fL9LSxsYG3tzeOHj2KY8eOiR0bhUKhUCjCOHjwIGrXri21tOby5csF6pzfuHEDQLlkt6amJoYMGYJBgwZh6NChaNOmjcQ+Hzx4gGnTpkFOTg5ubm4YOnSoQJsnT54gIiICjRo1kvh7XFW2bt0qsXRB3bp1f8m5paWgoADz588HIQSbN2+utuJPRdn20NBQPHz4kG+/n58f398VZeU/fPgAe3t7qKmpwdPTEzdv3sTKlSuxZMmSKtffzM/Px4QJE+Dv7w8A0NPTw7hx49C6dWv8/PkTDx8+xN27d+Hv748BAwbg9evXQpWSmjVrBh8fHwDlqinfv39HamoqPD094e/vj2PHjoHH4+H48eNVGqcomjRpIjFDt6YzboWRkZEBFxcXcLlcZGZmshKlP378wMOHD9G+fXvcv3+f75hWrVrB0NAQQLn927JlS4F+GbswPT0dampqGDZsGN9axrt37wCUZ/iOGTNG4jjXr1+PxMREAOUKJrVr1+bLeNTQ0GDrfjL3Io/HE5vduHPnTpGZrZWxs7OTmKlXEUdHR6xatQpycnKYN28exo8fDxUVFTx8+BC7d+/G3bt3YWFhgdDQ0GqtZ2VkZMDY2BgfPnzAwIEDsXfvXgDlNdnfvn2Lu3fvYtCgQQgMDBS7DlERHo+HrVu3QlFREZs3bxbZTk5OTqjkLaOoJA1MLUWg/D0Tt+6zc+dO3LhxA/fv38fu3buxdetWoe3U1NSwdOlSbNu2Df7+/jIrVVEo/0n+Wd8mhUL5L9OrVy+irKxMsrOzBfYFBgYSOTk5AoB07tyZvH79WqANj8cje/fuJaampkKjgmqiD4Zjx44RAMTR0ZHNWomIiJDxigX58uULm1U5YsQIUlRUJNDmyZMnpF69egQAmT9/frUjoCRlLpaVlRFfX18yatQo9v0TlV0mjLy8PJKZmUkyMzPJ8ePHCSBdBmJVjisrKyM9e/YkAIiFhYVAFFlhYSE5f/681GMnhBBfX182Kq2q0YY8Ho8sXryYACAaGhokJiZGoA0TQauioiLx/X3z5g1p1KgR0dDQkBhR/fr1a5KQkMD+nZGRwWYkiWPXrl0EAGnVqhVfNqM0tGvXjtSuXVumY5o0aUIaNWokcr+xsTEByrMlk5KSJL5qIjLQxcWFjejs27evQMQuIYQUFxeTtWvXkmnTpgnsq5i5+PbtW6HneP78ORvhXDEbThxM5mLlbMOqwHx/Ve6LyUpkIv8JEcxclBbmO62qmYupqank1atXQr8PpSUkJETgehgAECMjI/ZvJnNRWOY2k+Ug7LPS09OTOruayZjeuXOnQHT0qlWrCACpv6uYa2PGW1RURDQ1NaWORL98+bLQflNTU8n+/fsJIYTExMRUObvg6NGjQt+runXryvzdQqFQKBTKy5cvCQChcy9RmYvC5i7Mb/qyZctEzvG9vLzIjx8/BLZHRUWx87dDhw4JPbakpIR07dpV7G9tdWAyF2Wxy/4p5s6dy2ZI1TRfvnwhSUlJrLrExo0bBewC5vMtKChgFVZOnz5NCCm304YOHUoAkEuXLlVpDNOnT2fnPUuXLhU6Z/38+TMZPHgwuXDhgsA+abIAT506xZ5DmC1ZkcTERJG2h6znraljFyxYwGaSdujQgQDlSj5jx44lNjY2hJD/KdnI8pKUsUcIIUePHiXW1tZEQUGBqKiokJ8/f/Ltz8jIIGvWrCHOzs5SXQuzfiLqpaWlxbatqHYl7vXgwQOpzk0IIVlZWew6CaOKJO592LVrF1FSUhLIBiWk3O7hcrkEIjJJpeXnz5+kW7du7OdacW2JkPIMvkGDBhEApE2bNmIzUCty+vRp1mZiiI6OJtevX2f/1tDQEHkflpaWSpW5WFZWxn5Ws2bNkmpsERERhMvlEi6XSwIDA0W2e/v2LQFAzM3NpeqXQvmvQzMXKRTKLyEhIQFRUVEYO3YsXyQiUB5pOHv2bPB4PHTv3h1hYWECtagAgMPhiMwAqYk+KuLh4QEAMDExgZKSEnx9feHh4YE+ffpIc7lCefnyJUxNTfHx40cMHDgQXl5eQiMau3btiuDgYBgbG+PUqVNITEyEu7v7L4kmDAoKQsuWLZGcnAwAbCSbgoKC1H1UzJCUJVuyKscFBAQgOjoaDRs2xMmTJwWizZSUlATqm4mjqKgIy5cvh7y8PJstKiuFhYWYOXMm3N3dUadOHdy5c0dozYadO3dCTU0N69evx+jRo+Hg4IBly5YJ7fP69ev4+vUrzp8/z1eLQhgdO3aEoaEhwsLC+LZ//vxZoIZi165d0blzZwDl2bny8vI4e/aszLU4CwoKZDrmzZs3+Pz5s1SRotra2mjRooVM46kKWVlZWLRoEYDyzCtfX1+hmZgKCgpsXYaqoK+vDwsLC5w8eRIxMTFV7ic/Px/Xrl2T2K5169bV+p76J1i9ejWuXr2KFy9eoGPHjv/0cGoEpiaQpaWlQJ2OtLQ0AIC6unqV+r569SoyMjKgqqoqtD7vgQMHEBoaymYOiKoh06RJE6xatQpAeVR4xQxQBwcHhIeHw9HRkW/8tra2iIqK4tvOfKdUZNKkSdi7dy+8vb0F6rxSKBQKhSIOJiNI1vpVhBCkpKQgMTGRz0ZQU1MTOcdfsGABdHR0+DLjbty4gRkzZiA7OxvKysq4e/cu7t27J3BsRkYGnj59Cnl5eVy7do21HyuirKyMK1euyHQdfxpnz56Fk5MTatWqhbVr17LZaLLSrFkzDBgwQGC7lpYWex6gvB6jKFth7ty5ePToEUxMTGBtbQ2g3L49f/48OnfujLlz50JLS0um2ni3b9/GpUuXAJTXYmNUhyrTuHFjkfU4pWHevHmwtbVFUlISYmJiRM7fgHK1IjU1NdaG/zcQFBTE1iRniImJQUxMDDIyMpCUlISDBw8CAHr16sW3JhMXF4dt27YJVeyRxi5cvHgxjhw5gpKSEkydOlVA9aN+/fqwt7eX6Xo0NDTw8+dPge1du3Zl5/IPHjxAeHg4unTpgvDwcKHfM6tWrcLp06eFrk2JoqKNIGy9qDKbN2/G9OnThb5XXbp0wciRI3Hz5k1ERkZi8uTJUo+D4f379xg1ahQSEhLQvXt3BAYGCqjjqKmp4datWxg/fjxu3bqFXr16wc3Nja0XL4z09HRs3LgRXbp0YVWnSktLMWfOHLx48QJxcXFS11KUxKJFixAeHo6mTZviwIEDUh3Tp08f2NjYYPfu3Rg3bhxCQkKEZpG3atUK3bp1g6+vL9LT0yWu31Ao/3Woc5FCofwSGAkRMzMzgX1XrlxhJ8b79u2TaeJVk30wpKenIzQ0FC1btkTbtm1ZJ4qHhwf2799fJQdUSEgIxo0bh58/f2LcuHG4fPmy2DEaGBjgwYMHMDMzw71799CzZ094eXkJFK8vKyvD/v37MWPGDNbwEgchBHfv3mUnVC9evACHw4GxsTEWLlzILiZXVRr0V8PIucyaNUvASV0VHBwc8O7dOyxZsgQdOnSQ+fi0tDSMGTMGjx49QsOGDeHr64uePXuKbL9u3TpoaGhgyZIlWL58OcLDw3H27FmBa1mxYgVKS0vRoEEDAQchw7Bhw/jkCivz8uVLWFlZ8W3bvXs36wjYtm0bunTpItQJCZQbMnJycrh69arQ6+ZwODA3Nxd6bhsbG/z111/s34GBgQDKnXj/Fk6dOoWsrCzIycnB3t5eJolXWWHuLUYatir8/PlT4PMUxty5c/8452JNcvbsWYSEhEjV1sfHB0lJSXzbvnz5UiPjYGRRly9fLiC1yiy81KtXr0p9Hzp0CACQl5cHfX196Onp8e3fuXMnAGD27NkCjk1RaGho8Dn/med+0KBBfNK858+fF7q9Mubm5ti7dy9u375NnYsUCoVCkYnbt29DUVFR6LyxqKgIQPmc6tixY4iIiAAAHD16FA4ODigsLAQAjB8/ng3i8/HxQevWrQWCJ1+/fo1v375h5MiRAMrtpB07dmDnzp0ghAAoDyJk5FVFUVpaKrKNJDn8ixcvIj09Xei+2NhYAOU26IsXL4S2qVWrFhYuXCj2HL8Sd3d3zJ8/HwBw5MgRxMTEYMuWLVXqa/LkyUKdiww+Pj7Q19cHIQQcDgebN29mpXAJIVi9ejVcXFygp6fHOqgZGFnQMWPGYMyYMfD19cWgQYOkGhcTZKirq4sVK1ZU6dqkpUOHDkhKSqqWzfBP8eTJE/B4PADlkpM7duzA2bNnMX78eHC5XFhZWbHPZ2V5UuY5adu2rdhgVC8vL9bRW5nIyEgA5esbomxUUYwePRqzZ8+W6RgA7P23YcMGkc96aWkpANmCsKuCOCdsx44dcfPmzSqVsQgLC4O5uTm+f/+Ovn37wsfHR2jJBqA8mMLb2xuzZ8/G5cuXMWjQIOzbt48NZqwIIQSzZ89GZmYmAgIC2O9ne3t7PHv2DCtWrOBzLGZlZeHUqVMC/Ugji7pt2zacOnUKKioq8PT0FDl+YezYsQNxcXHw8fGBiYkJwsLChMpqm5ub48mTJwgODqa2D+X/PNS5SKFQfgnMZE9Y/QUvLy8AQP/+/TFkyJAq9V8TfTB4e3ujrKyMrUHXokULdOjQAS9fvkR0dDSf00QSxcXF2L59O/7++2+UlZVh7dq12Ldvn1QOyjZt2uDhw4eYMmUKAgIC0KtXL6xduxabN29mHZPHjh3D+vXrsX37dixevBibN28WWWPt8OHDuHz5Mls/AAAGDBiAM2fOsBOkBw8eAECN1Jb8FYSHhwOA0PqAspKbm8t+FitXrpT5+JCQEMyYMQPJyckwMDDAjRs30Lx5c3b/58+fcf36dTRv3pxPe3/evHlo3749Jk6ciGvXriEuLg6nT5/mq8OooKAAGxsb9O7dW6DGCENQUJBY52Lnzp1ZJwND+/bt2f83bNgQ8+bNQ926dYXWdNDQ0MCKFSv4spkqI2pfZSfY7du3AUBkjdN/AuY7Y/z48VLXv6gqX79+BQA0bdq02n317t0b69evF9j+8uVLbNy4sdr9/+n8+PFDaN1EYbx7946twSINHA5HKgM2JiYGz549g56eHpSUlAT25+bmAih/BmXl+vXrePLkCfv3/fv3+ZyLpaWliI+Ph4aGhtSOxV9B586doaioyP72UygUCoUiDTk5OYiPj4eBgYGASkaXLl1Yp8u5c+fY+nkaGhpo3bo12rRpg+zsbHTq1AkzZsxA8+bN0b59ezx//hyzZs0Sej41NTUsWbIEQPnvfEFBAZSUlLB//34sXrwYbdu2ZesQV+Thw4fo168fzMzM2DllZerXry9x3uDo6Mg6EUXh5OQkcp+WlpbUzkUej4fx48dL1RYor3Hm6ekpts23b98gLy+PJUuWYPbs2ViwYAEAYM+ePawaxYMHD1BaWirScZiQkAAbGxuxgbdv3rxBbGwsW+OtIgUFBbC0tISXlxe0tbURFBQktN6bqakpnJ2dMWPGDAwbNgwHDhzA0qVLxV7fjx8/2KC1TZs2yaTuUxVq0mb43VQMlmU+S1VVVdSpUwfOzs7w9PSEgoICX31MWXnz5o1Y2xQod3JWnCtLg7A6jpJwc3PD7du30a5dO7FZ1oxDtTrB79WFcfrKcv/yeDwcOXIE69atQ3FxMWbNmoWTJ0/yZVJGRkbiyZMn6NevHxt0qKCggEuXLqF79+5Yu3YtVq9ejZCQEBw9epRvrWTBggXw9fVFo0aNsHHjRiQnJyM5ORk5OTnQ1dUVqGGbnp7Ofr/Icg2bN2+Gra0tOBwOLl68iF69esnUh5ycHFxdXdGvXz/ExcWhT58+uH79Ovr378/Xjgkwj4yMpM5Fyv95qHORQqH8EiIjI6GkpMTn3GAIDQ0FALZQd1WoiT4YGCOqogPL1NQUL1++hIeHh9TOxdjYWMyYMQPPnz9ni4B36dIFrq6uMo1n6tSpqF+/Ptzc3LB3715cvXoVN27cgL6+PubNm4eioiLY2trCwcEBly9fxrlz59ixR0REICUlBQDYItR9+vRB165dcezYMXTr1o0v8ooxgH9lFldVSU9PZ6+FmbxmZGTg4cOHkJOTg76+Pt+EVRJubm7IycnBkCFDoKurK/VxOTk5WL9+PU6ePAlCCCZMmIALFy4IRCO+efMGS5YswYgRIwQKe/fv3x+PHz/GhAkT8PDhQxgZGWHKlCmwt7eHtrY2227fvn34+fMnTp8+jVu3bmHfvn1o27YtAOFShBVp2LChVDKkLi4uKCkpwdmzZ+Hj48PKHSooKKBv374CjsKkpCQYGRkBAI4fPw5TU1Oh52ZIS0uDv78/5OTksHr1agHH9aFDh2T63GqC/Px8PH78GEDNfGeIg8fjsZmbwmRUZKVp06ZCP9dfIZv8J7J27VosX76cb5uoYIkVK1bA0dGRb9uNGzcwduxYoe3r16+Pt2/f4syZM2jSpAnfvpKSEuTm5sLS0hInTpwAUL7wWdnwBMqd7ElJSWjWrBnfdktLS+Tl5Qm0z8jIAFD+3cNkYVhbW+PMmTMICQnBnDlz2LbR0dEoKioSKkHk6+vLSooxNGzYUGgUMJOxUVUUFRWhr6+PJ0+e4Pv376hfv361+qNQKBTK/w2ioqLA4/EE1FqA8uwbHR0dtG3bFm3atEHbtm3Rtm1bVoIuMjISw4cPx507dzBhwgSoqKjg+fPnrCwjk0HEUKtWLXTp0oVv3rpv3z4sWbIEDRs2xOLFi8HhcIQGLTG2kpycnMigJmmDNRUUFKSSvq9MVWRjJTlmKiKNPbhkyRIYGRmxNj5jq02ePBmtWrVCUVER1q5dizdv3iAlJQX29vYC835GAlKc8+XMmTPgcrmYOXMmcnJy+PYFBgbC29sbXbp0gaOjI6visWPHDoF+LC0toaCggJkzZ0oVYBYeHs7OiX61zZCcnMw6smvCZvi38PXrV9aJu2bNGtja2la5r3Xr1mHNmjV82549e4a+fftCUVERsbGxAvNraahKYHVsbCw4HA6OHTsmNrCxoKAAwD/rXGSCMph1BEkkJiZi9uzZiIiIAJfLxf79+4VmH968eRN2dnY4ePCggKLJihUrYGBggEmTJsHHxwdBQUGwsbHB2rVroayszH4ff/36FfHx8dDR0UFCQgI4HA7Onj0rsLaipaWFkydPCoyhrKxMaNBEVlYWLCwscOvWLXA4HCxZsgTx8fFCg0Wkwd7eHkuWLEFiYiKMjY0RHR3Ntx7DPLM0sJJCoc5FCoXyC8jOzkZqaiq6dOkiYKTk5eWxWvatW7euUv810QfDz58/cffuXSgpKWHw4MHsdlNTUzg4OMDDw0Pq+msJCQl4/vw5Bg8ejHPnzmH37t2wtLSs0rguX76MlStXYubMmeByuWjVqhWAcumJtWvXYs6cOVi1ahUuXLiA+Ph45OTkYPfu3Xj+/Dnbx+zZs7Fs2TJ06dIFAQEBOHbsmMB5mEjCf6NzkZErZCIgt23bBjs7OxQXF7Nt+vfvD2dnZ/b9EQcTBTx37lypx5CTk4POnTsjKSkJ6urqOHDgAN/Cviw0bdoUYWFhsLe3x44dO3D16lVkZmayEsIA2AjfoKAgAMDAgQNljraTBOMcZKJyK8sdVs6EjYuLY///6tUridHSzs7OrPEgTDJq9+7dAP7n2P4dkrxfvnxhx1Td7wxxZGVlwcbGBo8ePYKiomKVn//fhbDn/8qVKxKlmT5//vxLx1XTVNVxNmvWLERFRWHevHki2+Tl5cHZ2Rl9+vRhHYtlZWX48uUL1NXV8e7dO0REREBXV1dAPsnPz09oFjGDq6srCgoK0L9/f5w8eRI+Pj64f/8+X5u7d+8CAIYOHSpw/Lt37wQWFUVFajPfq9LUeRFFp06d8OTJE7x8+VKok5VCoVAolMowsn3C6myJC9C8c+cOJk6cCB6PBx8fH9Y5yeVycf/+fQQHB2Pz5s1S/R41a9aMlV/9HXC5XKkCAoUdJ2v7yg7WmqDiZ/Xp0ydwOBw2WFJJSQlRUVHYuHEjTp8+jYCAADg5OWHChAnsMZKcL6mpqXByckLLli0RGBjI2oRxcXFsaQdfX1/0798f7969Q1BQkFCJym/fvuHKlStYvnw5evToIZW9yJRd4XA4MgWjysqbN28wffp0FBYWok2bNjU+b0pLS8PUqVOF7mvRogXs7Oxq9HwVadSoEcaNG4cfP35g1qxZbP3uitKl3759A1Aus1tZAtjT05O1Dys7+3NycjBlyhQUFBTg1KlTaNmyJd68eYPs7GyJ4yosLMRff/1V5WxUW1tbTJ48Ge3bt4e1tTV+/vwptO4qEzioqqpapfNUl8zMTNbOHzFihMT2YWFhGDZsGAoLC9G+fXucP39eJuWuihgZGSE+Ph5Lly6Fm5sbtm7dCnV1dSxfvhzLly/H9OnT0a1bN6irq2Pnzp0ICwvD0qVL2UDmiqipqQn9nhSVHU4IQWFhIRQVFXH+/HnUq1dPqusXxc2bN9n3ZuTIkQKB3g0aNECjRo2q7LykUP5L/PtWkykUyh/P9+/fAQjPrGH2AcIXOf8fe3cdFtX29QH8O0UjLUootqJe9WJ3YBd2d3d77bzXwsC4drciotfuAhNRsEBBRARFQFoYJs77B++cH4cJhgZdn+fxkTm5JxjOPmvvtYKCgrB27Vql5eXLl2eLgOfFMRTOnz8PiUSCjh07ci4AmzZtChMTE4SEhMDX11er0YQDBgyAjY0NmjdvDh6Ph0mTJqFLly5K2ynSGdapUwdLly5VeSwnJyfY2dmxs0Ayd77Mzc1x8OBB9O3bF+3atcOmTZvw6tUr1KpVC5GRkfj27Rs2btyoNmWqgqLDmd8pX3IiPj4eQHpAtVevXrh58yYmTpyIunXrIiQkBAcPHsSDBw/QsGFDfPjwQWMu/Tdv3uDx48cwMzPLVk0GY2NjjBo1Cl5eXtizZ0+ORkZmJBQKMX/+fPTo0QNz5sxhZzwVZRkD1nfu3NG4bUJCArZs2QIgPZgaGhrKrvvnn384n3fFTZyCGNWZ1XfG8+fPVY6MrF27NiZNmqTymKtXr4aZmRkYhkFcXBzCw8Ph7e3Njq7esmWLyrTQRYmqzu9///2nsu5mTi1dulQpWKmoTzh16lR29LrC8uXLs5ylm5E2NRdzOohi7NixcHZ2xvv375VuOvJ4PLx//x7jx4+HhYUFdu/eza7j8/moX78+p56jYgZiZmXKlFGqh/LmzRssXboUHTt2xOfPnzF69Gjw+Xx06tQJ+/fvx9OnT9lOvyJ4qCoF8YQJEzgzkTPOJrx37x7c3NzYx4p0zFOnTuXcoHvy5AkAYMaMGezfE2NjY7YebkaKmSQ/fvxQ+VwJIYSQzDT1GzO6fv06pk2bhkmTJoFhGMycORN2dnacGvVpaWkYO3YsDh06BBsbmyI5eLKgZTcgmV1hYWGwtrbmpIU3MzPDjh070LdvXwwYMAB9+/aFj48P259WpI3MnAZX4erVq4iNjVWqP37hwgVcuHABQHofVtNzu379OoYOHYrIyEjweDy112GZKT6PpUuXVtm+Q4cOsWU7Mho8eDCn5IVCdHQ05syZAyA9KBIVFYXQ0FB4e3tDLpfDyMgIZ8+eZa/F1aWyTU5ORmpqqlI/Vl0q26SkJLXX87Vr187X4GJ0dDR69+6NFi1asNk4oqOjOdfrimvz0NBQNtCooGlQ4MiRI/H+/Xv06NEDQ4YMAZB+7aooyZGVefPmqZ1JmZycrPI+QUhICNtfrV27NoD0+xQeHh7YunWrUqrd5ORk8Pn8Qpu5uG3bNqSkpKB27doqBx9m1qhRIzRu3Bh169bFihUrVJZ4yA4rKyucPHkSAwYMwOnTp9nXJ2P/zsfHBytXroSTkxNcXV1zdT4FU1NTXL58Ga9evULdunXx/ft3pUGWAQEBmDdvHipWrIj169erPM6qVavw9OlTGBsbo2TJknjw4IHa+ppWVlaIjIxEamqq2u8zQn4HdLVFCMlzihuLqoI9Gf/oKmYfZhQZGamyzkTDhg3ZwGBeHENBcTGeOS2eSCRChw4dcOrUKZw5c0brVCUZOxW1a9dmL0AzUnSera2tsxy1qqurq5SOLyPFLLRRo0ahUaNGaNq0KRo1aoRv375p1V5F5y6/C47nhGImTUxMDN6+fYsXL15wRpxOnjwZjRs3xrt377BixQps3LhR7bEUM+iaNGmS7QvmhQsX5nlNyqpVq7KdYyD9fVCMxAXAjuA8e/YsW5fFwsKCHfX79u1btvOjCHr4+fmp7BCdOHECenp6iIqK4tSIUQR83N3d2cBCrVq1lFIAKbZzcnKCr68voqKi2CBCZsuWLWM/e5lHmma+AVCQwcWsvjM+ffqk8jvDxcVFbXAxc7pJIP05d+3aFQsXLszzGaf5QRFczPj7P2vWrCzrRsyYMQMhISFanePhw4fsTNzMFLPuMlLUQdJWZGRklrVcFN8lObnJWL58ebUj12UyGXx8fDB79my2zhCQ/jlwd3dHcHAw+Hw+HB0d1f4N4fP5SiOb69evz5nRrNC5c2fs378fO3bsQP369fH8+XP4+PjA3t5e5d8aHR0dzkzEjN9jX758UZkqTd17lXFggbobwIq/+RmD+YQQQogmmvqNGfn7+yMkJIS9UV2+fHk8ffqUHTjz6dMn9O/fH0+ePEGzZs3g7u4Oa2tryOXybGXJiI2NVZk+/OPHjwDSAw2q1gPp17b5HcwrbO7u7vj58yeA9ABRXFwcypcvj0uXLqncfuHChXB3d8fXr1/ZbRT9jrdv33L6P0OHDgWPx4OLiwtCQkJQo0YN6Ovr48uXL5g8eTL69OmDQYMGAVCf+SQ5ORkLFy7Eli1bwDAM2rZtm62BpYo+g7rMEl5eXir7DHXr1lUZXIyLi1MZxDAwMMDYsWMxe/ZsTr1FTalsJRKJ0jp117bqUkoCyllqcksul7NBxNmzZyMiIgK2trb4/Pkzu7xz587w9PRk97l16xacnZ0xZ84crFy5UqvzbNq0CWfOnIGZmRnnd3DJkiVqa/OlpaVh2bJlePv2LQYNGsRm0FFFIpGoDFKKxWKl/urOnTvh5eWF2bNno0mTJpzr/OTk5EK7t/Llyxc269aKFSu0uochFApx8+bNPL/f0b17d5X3uhISEjBw4EAYGhri9OnTuQ5mZqSrq8sO7lVVMkbxeWzSpIna+3Dbtm0D8L+aohlri2am+Lv148cPjffsCPnVUXCREJLnFBfjqv4Qm5ubg8fjgWEYfPr0SWl9tWrVOBfNDx48wIYNG/L8GED6hY2iNpqfn59SnQbFzDl3d3eVxeSLCplMBnNzc5U1t7KSlJQEAGpHYxUmxedHJBLhypUrKFeuHGe9qakp5s6dixEjRuDixYsag4uK2Teq6rlkJa8vtFVJTk5W2SnKmJK3du3abHDxx48fSp3LqKgopWUCgYC9YP/8+bPKc2Qsnj579mxOcFEqleLWrVsoU6YMZsyYgcGDB8PT01Ntmsjnz5/DxMQEFSpUUBqFmllCQgJ4PF6BdL4yztj69OkTm35WoVGjRpzX7sKFCyqDhxnt2LEDpUuXBpB+g6Bs2bIoU6ZMsRq1qEghlPE9qFu3bpYzLpctW6b1Oa5du6Y0AnngwIE4ffo0Xr58qZQGLbtpchcsWJBlzUXFIIqzZ88iICCAsy7j7MLM3r17h8+fP2s8/4gRIxATE4Nr164prbO2tgbwv/qxGeur5kT79u1hYmKCkydPYsOGDezM5xEjRmT7e8rFxYX9+xkbG4u6devCwcEBt27d4mw3duxYXL9+HZcvX4ajoyMA9e+R4maVplSvhBBCSEaa+o0ZzZ49G126dMGoUaPw8OFDfPz4EQMGDMC///4Lf39/jBo1ComJiZgzZw5WrVqFiIgItGnTBsnJyThz5ozWf4MjIyPVBiqA9D6jpvVFsU+Vl2bOnMnWWVT4+PGjymw9GT148EBp2blz5zjX34MHD4ZAIICFhQUnCBQYGAggvX6cpoG5169fx7hx4/Dp0ycYGRnB1dVV43uliqLP8PPnT3z//p1TnxOAUmai5cuX48WLF2qPlznIZ25uDgcHB9jY2KgMRKtLZWthYQEjIyNOVhhN1KWUzCvx8fE4ffo0bty4gVu3brGDBOLi4uDi4pKtgK423NzcMGvWLADpaV0zDnRt1KiRyn2+fPmCPn364O3bt5g4cSK2bt2qsZ9hamqqchBqnTp1lAZum5ubY//+/ejYsSMGDx6MFy9esH3u+Pj4PA/gaoNhGIwePRqJiYlo2rQpunbtqvW+BXG/A0i/bzVo0CB8+PABZ8+eRfny5RESEsIOmFy0aFG+fof6+voC0FzjVJGFKKu/SQC370PBRfI7o+AiISTPKWZhKOopZCQUClG1alW8e/eOHQGakbm5OedCWHFTOK+PAaTXalDMntq+fbva5xMUFAR/f/9speorSKNGjYKTk5NSSg5tfPjwATweT6njVBQoOg0SiYQTHMqoXr16ANJHEUulUrWjN58+fQoAKmf3FAXGxsaczvXu3btx+fJlrF27li3Errh4VYy4y0r58uXB4/HYzkKFChU459i3bx8uXLiATZs2sYHbihUrco5x+/ZtxMTEoFu3bujcuTOEQiH279+vNrg4depUREVF4dKlS1kGF8PCwlCqVKkCSclrY2MDc3Nz/PjxQ+V3ho2NDec7Q9Wghczatm2rVe2W3AoNDcWxY8eUlitutOSGYoZs2bJlc30sdVR14hXLhEJhgYzwV3wW379/j/fv32u93/bt29nRq7m1d+/eHNdrVTA0NMTYsWPh6uqKTZs24cSJE+Dz+RgxYkSOjqX4W3379m3IZDI0btxY6bOgCDzb2Nhk+TlRzGQorBozhBBCih9N/cbMqlatyg4aXbx4MW7cuIHq1atDIpGgQoUKuHjxIjvY0t7eHs7Ozli0aBH+/PNPnDx5Eq1bt87yHLa2tirr1GtDMasuK2lpaTkKvmSsO68NdSk21VGXYjOjvXv3sn3rO3fuYPPmzRg0aBD69OkDID2gs3v3bsyZM0ftzXlPT08cOnQIkydPhrOzM+f8OXXz5k22n9OtWzds3rxZbZ1pTWrWrMn+/PHjR6U+cubMROpmByrkJMin6tpY0acrKjNjExIS2P5gyZIl4ejoiLdv32LPnj1ZZkDJDoZhMHv2bI2DiFWZN28e9u7dC4lEgpMnT6Jfv3551iaFDh06YPDgwTh69ChWrlzJBsTj4uJQqlSpPD9fVlauXIlr167B0tISJ06cKPDzZ0UikWDcuHG4ePEirK2tsXPnTowePZpTTmHRokXsz4mJiSr7wOpqLmpDMeBcU3BRMeDFzMwsy+NR34eQdBRcJITkOXNzcwD/m/mXWYsWLfDu3Tt4eHhgw4YNOfpjnBfHUBTgHjduHDp27KhymzVr1uDx48c4c+ZMtoKLquqMKShSxvn6+mrsWM6fPz/LYtpv3rzBkSNHcPPmTYwfP16rQI27uzuOHDmCxMRE+Pv7o1GjRpzUeUWFg4MDjI2NkZiYiMDAQDaQmJHisyaVShEXF6cyXd/nz5/Z0YY5mblYEHR0dDgdT0VqwhYtWiil19RmJCTDMIiPj+fM9jQ1NeWcQ1H3olWrVqhVq5bK4yh+R9q0aQNTU1O0bNkSN2/exJs3bzhpIBW6du0KkUikNjWSwvfv35Gamqo0GzW/8Hg8NG/eHOfOncOxY8ewePHiItM5z8qzZ88wePDgXB+nZs2amD59Oud3QDHSWt37XxTdunUL3759w7t37wCk1+xQ1fGMjIzEsWPHUKlSJfb3//jx4+jbty9nu/Pnz6u98TZmzBjOTa/MFGm6/vjjD6xYsUJju7M7sCEkJARBQUFwdnbmjCaeMmUKNm3ahFWrVkEul2P48OE5unmWkaImT+b04Nml6IwrvpcJIYSQrGTVb8yMz+djzpw5aN26NZo1a4aUlBQ0bdoU//zzD0QiEby9vSGTySCVSlG3bl1MnToVbm5uaNeuHVxdXTFjxgyNxzc2Ns7xjK/FixdDLpdnuZ1cLleb+jIvaUqxqYo26ePbt2/P/uzn5wcA6NixI/uaLVu2DP7+/pg3bx42btyodN0FpGc6AYDmzZtn67VOTU2Fj48PXrx4gerVq6Nx48bsuqSkJFSpUgWbN2/mtDG7/vzzTxgZGSEpKQmHDx9WKhdB0tnb22P16tVo2bIl6tevD1dXV8ybN0/tDLgnT55w7nsoBv6dPn2aHeyo4OHhAT6fD7FYjCFDhsDd3R0ikQi7d+/GhAkTtGpfYGAgYmJi8OjRo3x9D9evX49z585hw4YNmDZtGiwsLBAfH88ODi4ox48fx7Jly8Dn83Hs2LFcZ0vJD7Nnz8aBAwcApPfTHj58CCcnJ9SrV4/9l3HWYmRkZJ70gRVevHiB58+fw8LCQmOWHsXsVW3uuVDfh5B0FFwkhOQ5xR9XVWklgPRC3Dt37kR0dDR27NiB2bNnZ/scuT1GcnIym1N/2rRpqFatmsrtPn36hMePH8Pd3T3Lm8cZaaozpqCqyHRGGQvYq7No0SLI5XIsXLhQ6xlgtra2uHjxIoyNjVGnTh1s2rRJq/0KGo/HQ9OmTXHlyhXcuXNHZXBRkRrGwsJCbR0wRc1CkUiU65vwxUVCQgJkMpna2ojaHsPDwwNmZmZs0GHs2LG4efMm9uzZAzc3N6V9tA1SK2aP5eeMucxGjhyJc+fOISgoCCdOnMjTzkp+sLCw0OqGkLavYePGjTk3YRITExEUFAR7e/ti1SFas2YN57v16NGjOHr0qNJ27969w+DBgzF+/Hh28EmNGjWUgsqagsx//PGHxkElitmjqmp65Nb79+/RoUMHbN68GVOnTmWX29vbo3fv3jh58iR0dXWV0nln1927d3Hjxg2ULFkyW+mTVFH8zVc305wQQgjJTFO/cdu2bXjw4AEYhoFcLmf/MQyDt2/fsrMdvby8VNa7y0gmk2HmzJmIiIiAq6tr3j8RAH/99VeW2zx48CBXM2+yk75QXYrNvKK4DqpUqRK7bNmyZWjWrBkmTpyIfv36wdPTE3v27OEEDRSB5BIlSqg9dnR0NPz9/eHv7w9vb28A6YEcRf3Cf/75h3Nd26RJE9y5cyfXGVGEQiGGDh2K7du3Y9++fViwYEGRDNQUBfPmzdN62+joaHZgKwC2XnpoaKhSthtFOQWJRIKQkBAYGxvDw8MDbdu25QQXz549iyNHjqg8n2KG2uLFi1Wm2axcuTLWrl2rdfvVsba2xvr161GlShVYWVkhKioKcrk8V33w7Lp27RpGjBgBhmGwevVqtGvXrsDOnR1dunRBcHAwOnTogKZNm6JmzZoa+2Hq6obKZLJszchW2Lx5M4D0rF/qypgwDIMfP37A2NhYq/sasbGxEIlEWqVQJeRXRsFFQkieMzc3h5GRET58+KByfb169dChQwdcvXoVq1atQv369ZVqoGUlt8e4fPkyUlJSUK5cObWBRQDo1KkTpk+fjoCAALx9+5atOZUVRS1HVby9vdG0aVN06NABV65c0brNmT179gznzp1DmTJlspVur3HjxpBIJOzFXOZ6aEXJwIEDceXKFWzfvh2zZs1SugBVzJDTNPNKMWvJwsKiwOoJFDZFJy03HZvly5fjx48f+Ouvv9jgTI8ePWBnZ4edO3di6tSpKF++fI6Offv2bQDIsrZfXurSpQv+/PNP+Pr6Yt68eahRo0aRTZMLAHp6evlaK+XAgQOQy+VwcnLKt3Pkh+XLl2Py5MkA0lPR6OjocEbap6SkQF9fn33s4OCA6dOnQyAQoHLlytk+X1hYmNq6i4rBDXFxceyNL1Vq166tcna9QCBAYmIiGIZR+m5SzMy0t7fnLP/+/Tub5lkulyMoKAhlypTR/gll8PHjRwwZMgQMw8DV1TXXN+QUgwZy2h5CCCG/H8UgKVX9xhcvXuD06dNKy/l8PoRCIQwMDCASiZCWloaUlBT07dsXHTp0gI6OjtI/ID1bzfr168Hn8/MksKDOw4cPOYGvjD59+gQ7OzuYmppm+7hhYWF48+YNOnTooPU++ZmpQ1VwEUjPePLixQsMHz4cJ0+exPfv3zk1nRVZfNQNDP3zzz9V1jG0trZG69atUb9+fXTu3JmzzsrKSu11jL+/P6pWrar1IMhZs2bh4MGD+PnzJ0aMGAF3d/ccvV/kfzp37gxPT0/28a1bt+Ds7Iw5c+Zg5cqVKvcxMjLC+fPnERUVpbKv//nzZ07AMqPk5GQA6UFGVb8DSUlJOXgWqo0bN479WVHLvaCCi9evX4eLiwvS0tIwb948rQY4FJa2bduibdu2Wm+vLqVwTgZnfP78GSdPngSfz9c4+zU6OhpSqVSr9y8lJQVhYWG/zeB1QjSh4CIhJM/x+XzUr18ft2/fRlhYmNLNUSC93ludOnXw/ft3tGnTBuvWrcOECRM4o4jevXuHXbt2qT1Pbo6hSPeYuWOSWaVKlVCpUiV8+PABZ86cwZIlS7J8/gVFMVpw8eLFWXaW2rVrB6lUyt7AzniRvWvXLly9ehWurq5KncPC1r9/f6xevRpv377FmDFjsHfvXrYex4sXL7BlyxYAmkdOKgJtxWl2Vmbx8fHw9PTUajYrADYYom1hcblcjv3798Pb2xsHDhxAQEAAtm7dCqFQCCsrK0RHR8PS0hJCoRATJkzAwoULMXv2bJw9e1btMZOTkznpKhUzSIH/Bd9zOrLy0aNHWLp0KQQCAfbu3QtbW9ss9+HxeDh27Bjq1auH8PBwNGnSBNu2bcPgwYM5NyN8fHxUzoT7lUilUmzYsAEA8qUGSVZ69+6NqlWr5qjWa8abdUOHDsWFCxdw+vRptG3bFufPn8ekSZOwd+9eNvWSVCrF06dPUaFCBejq6mb7fPv378eyZcs0buPj48PWeFLl5cuXKm+K2Nrawt/fHy1atIC5uTn7/SyTyXD//n0IBAJOKqeYmBh07twZHz9+RKlSpfDt2zf06NEDDx48yDJt98ePHyGXyyEWiyGRSCASiTBlyhR8+fIFvXv3xtChQzXurw1fX19YWloq1W4lhBBC1FH8nct4najg5uaGdevWQSgUQiQSsbWaZTIZp++zdu1azJs3D40bN+bUIU5LS+Nsd/XqVcyfP1/r2og5kZSUhCZNmqBx48ZKA4+SkpLQqlUrpKamIiwsDKamprh27Ro2bdqEyZMno0uXLgDSr+N79+6NOnXqsP3Y1NRUNG7cGJGRkXj06FGhDw5jGAYBAQHQ09PD5cuXVW7TrVs3BAUFoVy5cpw+gSIN5r179xAQEAAA6N69OzvDzNbWFsHBwahbty7q1asHa2trzJw5E2PGjFEbiNJk3bp1uHfvHvz9/bWqo1a+fHls2bIFo0ePxs2bN1G3bl0cOXIEjRo14jz/EydOwMfHJ9vtyYl58+YVyTIm+c3GxkZtf3b69OmYPn26ynU9evTAuXPn8OLFC1SoUCEfW8gVEhICQHlwYH64cOEC+vbti9TUVEydOhWrV6/O93PmtaioKHh5eeHBgwfw8/PjDELIKxKJBAMGDIBYLEbv3r01BgMV91C0ubfg7+8PmUzG+V4g5HdFwUVCSL5o1KgRbt++jRcvXqi8uLKxscGDBw/QoUMHhISEYObMmVi8eDFq1KgBQ0NDBAcH4/Pnz2AYBkKhkNNRzO0xUlNT2U6QohOnSefOneHm5lakgoseHh64ffs2KleurDbglHFGoqYC8GFhYexN+ayCi9euXcPFixfZx4rZNbGxsZgyZQq7vGXLlpx0FTndTygU4vjx42jRogUOHDiAJ0+eoE2bNoiNjYWnpyeSk5MxcuRIjaPgIiMjARTP4GJiYiL++ecfbNiwAWKxGEOHDmWDq5ooRn9runhWpEny9vbGyJEj4evri7Jly0Imk2HKlCmQSCRwcHDA7NmzsXPnTly5cgUVK1bE1KlTsXPnTnh6euLGjRtqX/vY2FiVqUejo6Px5MkTlCpVCjVq1NDiVVC2YMECdqTq0qVLsXfvXq32q1q1Ku7cuYMuXbogMjISI0eOxMyZM+Ho6AgdHR18+PAB4eHhANJnDhb11Kk5deTIEXz+/BmlS5fm1Nn7559/tBrJGxERkavz9+rVK0fpbDK6e/cujhw5gurVq6NVq1YAgAYNGkAkEmHYsGFwdHRElSpV8OLFC/z8+TNbNXMz6t+/v9oZrtrWXFRXW3T58uUYM2YMHjx4oLROJBJhyZIlKF26NID0+rrdunXDx48f0aVLF5w6dQojRozA6dOn0alTJzx8+FDtjMGNGzeydaC+fv2Kpk2b4uTJkzh27BhWrlyJNWvWqG17o0aNIBQKs6w7EhISgri4uFynViWEEPJ7sbe3h62trcqZaplTzaWkpGDYsGG4ceMG1q1bh5EjR6o8JsMwWLx4Mdzc3DBmzBgsXboUpqamqFixItzd3VXuIxAIwOPxcp1GVBEsU2Xz5s2Ijo7GtGnT2JlwYrEY165dQ506ddh+qb29PWJjY3H48GH8888/sLS0hJ6eHrZv345u3bph8ODB8PX15WRqKGghISHs7LCsrpdfvHiBffv2KS2fNWsW+3NQUBAbXDx8+DBMTU3ZQVeBgYGYOXNmjtsaGxuL8PBwlekx1Rk1ahQkEgmmTJmC4OBgNG7cGPb29qhQoQJSU1MREBDA1lsrX748WrduneP2aSO7M9K+ffuGAQMGaNxm7Nix7DU0SR8Ym7EupEJISIjWv2v+/v4AkK3sPps2bcLHjx/Zx4qapA8fPuTcJ5k4cSKbcevw4cMYNWoUpFIp+/0wYcIEJCQkKNV9bdSoEafEQmFhGAbv37/Hw4cP4e3tDW9vb873pb29PaRSqVa1X7WVkpKCPn364OHDh7C2tsa///6rcXvFPSptZiP6+voCAAUXCQEFFwkh+aRly5b4559/cOPGDXTr1k3lNpUrV8br16+xYcMG7Nu3D6GhoWx+fAAwNDRE586dsWjRItSsWTPPjnH16lUkJSXBwMAALVu2zPK5dOrUCW5ubnj16hUCAwMLvEB3ZsnJyWxnbP369UoXYIogWnR0tFYpXO7fvw9AOaWNKj4+Pti2bZvKNmVcLhQKOcGDnO4HpKc8ffToEcaPH4/79+/j7du3ANJvOGSuR6ZKcZy5qBg116VLF4jFYlSoUAGrVq3SKrAIgA1W/Pnnn2q3UYymnjRpEng8HkaNGoW1a9dixowZuHnzJipXroxnz55h7ty52LVrF5o1a4ZHjx7BwcEBmzdvRs+ePdGvXz/cvXtXZeDGwsJC5Y2E48ePQyKR5CoIUbduXTa4qOpmVFb7BgQEYPXq1Th8+DC+ffuGhw8fsutNTEzQo0cPLFy4sMBnYJ09e1bjTSltBAcHa1z/4cMHzJgxA0B6YDbjTO9t27axaYSLsu/fv2PMmDEAgO3bt7PfgaVKlcKRI0fQrl07jBw5El5eXtizZw8A5DjFbJUqVdR+5+e25qKLiwtcXFwQHx+P1NRUzjpLS0sIBAKkpqZi7dq1WL16NcRiMQYNGoSDBw9CKBSyn9/79+/DyckJGzZsUJqBOGPGDLi5ucHGxgYnT57Ely9f8Ndff6FmzZqYPHkyRo8erTEd6ty5czmPGYZBTEwMRCIRJ+B47do1AMiy5hUhhBCSWcuWLXHs2DE8f/5c7Yw8Ly8vjBo1Cu/fv8eAAQPQv39/tcfj8XgYOHAgHj9+DDc3Nxw9ehR///03xowZo/ZaWigUwsbGBl++fMGPHz9y3G84fPgwAKB+/fqc5VFRUVi/fj309PQ4f1sV15qK2XyK9o8ePRrz5s3D3r172QwtXbt2xdChQ3H48GEsX75c4+Cg/Pbq1SsAQMeOHTlpIbPy8+dPDBw4EHZ2dpw+YKlSpdiftZldqKC4jlUEOjOTSqXw8/ODra1tttO/jx8/Hi1atMDSpUtx6dIlhIWFISwsjF1ftmxZjBw5EjNmzChyNdeSkpJw8uRJjds4OzsXWHDx48ePnMCOor/z7NkzlQGf8ePH52tKX1UkEonaevfaBhcVJVuyU3rj7Nmz8PLyUlr+9u1b9r4HkH5fQBFcXLlyJTsQIjo6GuvWrdN4jqIQXBw0aBBOnDjBPjYzM0PPnj3h7OwMZ2fnPM+g9ezZM4wePRr+/v4wMTHBuXPnssyac/PmTQBQe+8xI+r7EPI/FFwkhOSL1q1bw87ODh4eHti8ebPajpyBgQEWL16MxYsX48OHD/jy5QvS0tJgbW2NatWqaZXGLrvHqFy5Ms6dOwdTU1Otjt+iRQv2QtPAwEDjtn/99Rdbd0odRZ0JX19flaPjMuvevTtnduKyZcsQGhqKNm3aqAzQVKtWDZcvX8aQIUPQu3dvGBoaqqw1KJPJ8OzZM3h5eaF27dpajdDq06ePVrPNMqcfyel+CtWqVcO9e/cQGhqK9+/fo3Tp0nB0dNQq2DZ9+nQMHDhQq/QWRcHDhw/ZtKFGRkZYu3YtJk6cqLZD7OXlBR8fH5QoUQI6OjoICgqCu7s79PT00KBBA5X7XLhwgQ3KOTo6YteuXWjQoAE7K1FXVxcnT55EiRIlsHPnTvB4POzcuRMdO3ZkP7e9evWCh4cH2rZtiwcPHijVs9PX11cKuERERGDAgAEQCoUaU9lmxdXVFUOHDkXTpk2zdQNCwdTUFGvXrsWaNWsQEBCAiIgIyOVyWFtbw9HRUe2ISVtbW/a7IONNkLyyf//+PD9mRsHBwejQoQPi4+PRrl07NkCncODAAYjF4iyPM2PGDDbtT0GLiYmBs7MzgoKCMHfuXKVau23btsWAAQNw5swZnD9/HkeOHIG+vj7nu/LUqVMICQkBn89nB1dYWFiw66Ojo9lRw5oobjBFR0ezHUxNhEIh2rRpo7TcxMREaWZgQkIC9u7dCzc3N4SFhUEoFGLu3LlYs2YN+32uq6uL8+fPo1OnTnj06BGGDRuGw4cPY+fOnahYsSLWrFkDNzc3mJub4/79++z3a9u2bTFixAisXbsWa9euhbm5OcqWLQtLS0vo6uqCz+dDLBZDLBYjNTUVYrEYSUlJiIuLQ2xsLKRSKby9vTkpak+fPg2BQICBAwdm+ToQQgghGQ0dOhTHjh2Du7u7UnDx2bNnWL58OS5dugShUIgNGzZoNYvN0dERN2/ehIeHB2bMmIHx48fj4MGD2LNnj9o+SfPmzXHixAk0bNgQPXr0QMmSJaGrq6tVzfaEhAT4+Pjg7NmzEAqFmDRpEruOYRiMGjUKcXFxWLlyJSfNo6J/8unTJ87xBgwYgHnz5uH06dOca2ZXV1d4eHjAzc0N48ePL7R6X3Xr1sX58+dRrlw5rW7EKygy2TRq1ChPaovb2tpCT08Pt27dQps2bWBsbMx5v0JDQxEeHo6xY8fm6PjVqlXD6dOnkZKSgnfv3uH79+/Q19eHvb29xtlpXbt2hYODg8qa2/lJcV5tZA6A5abNitly6n5X/P392ZrpGV27dk3lNfTo0aNzFVzMmMFJWyYmJux9Gm3s27cPSUlJMDc3h56eHh48eIAnT57Azs4uW78Tq1atwo8fP7Lcrk6dOuzPO3bsUBtQz6yo3AOpX78+4uPj0apVK7Ru3Rq1a9fm3Ms5e/Ysjhw5AiB9sIBEIlF5r0zxWQsNDWXXe3h4sMfy9vbG1q1b4e7uDrlcjrJly8LDw0Ppb8v+/fvx/ft3mJiYQE9PD2/evMHx48fB4/HQsWNHjc8lISEBV69ehZOTE6pXr57zF4WQXwVDCCH5ZMGCBQwA5v79+4XdlALTsGFDBkCe/ps9ezbnHFevXmVKlSrF+Pn5qWzDt2/fmD/++EPr45csWZK5d+9eQbw8v7S7d+8yAJgOHTrk6jh+fn6MUChkpk+fzsTGxma5fWBgoNJ7yuPxGFdXV7X7jB49mhEKhcySJUsYsVjMMAzDXLx4kQHAGBkZMTdu3OBsL5FImFatWjFLlixhl/38+ZNp1qwZA4A5cOAAZ/uTJ08ymzdvVjqvh4cHIxKJmDFjxmT5vLISFBTEAGDmzp2b62MVtuHDhzMAmIULFzLnzp3L1b+6desyAJiLFy8qnWf8+PEMAKZq1apMVFRUjttbu3ZtBgDz7du33DztHDl58iSjq6vL9OnTh5HL5Sq3iYiIYN69e8fcvXuXMTIyYmbMmMFZ7+rqyvl9sbOzY0JCQtj1V69ezfPvcQCMqamp1s/z4MGD7H4dO3Zk3rx5o3ZbqVTKrFq1itHR0WFEIhFz69YthmEY5vXr14yxsTH7OLPbt28zU6ZMYZycnBhLS0uVbebz+Yyenh5jZmbGlC5dmqlQoQLTsGFDRiqVssf5+vUrw+fzmS5dumj9/AghhBAFmUzG2NvbM+XLl+cs9/DwYP8etW3blnn79q3K/desWcMAYNzc3FSuj4+PZ0aPHs0AYHR0dJSucxViYmKYjh07MgKBIMd/662srJiDBw9yjjtv3jwGANOuXTtGJpNx1snlcobH4zGWlpZK7alevToDgPn06RNnuaKPPWHCBJXPoyj5/Pkz07RpU6ZTp05M165dGXNzcwYA4+npqfUxAgICGADMokWLVK4/cOAAU65cOUYkEim9H/r6+kyLFi2Y8PDwPHpGROHp06dM9+7dGRcXF6ZMmTIMAMbb25uzjaK/1qBBg2z1ZzL/nijo6ekxtWvXVlqemJjI9OjRg+nduzfTs2dPxsTEhOHxeExSUpJWz6Vhw4bZuk5nGIZZsmSJ0udNV1eXOXfuXLaOU5wovsvUfdfmhuJ7PCf/MvZLBg0axABghEIhM27cOCYhIUHl+datW6fyWBMnTsyyrYcPH2YAMNu2bcuz509IccZjmBwM6SCEEC18/PgRVapUgYuLi9r6Fr8amUyW58fk8XhKM/SSk5OzHFX4+vVrREZGqq2hxuPxYGNjg6pVq2arBgVRLSYmBl5eXihZsmSuc+8HBQVlKyXn2bNnkZSUBIZhYGhoiJo1a2pM3xsTE4N3796hadOmnOXbt29H/fr1UbduXaV9UlJSlFLCJCQk4MiRI5zR2Vl58OABypYtq7Y+nDbEYjG6dOmCBw8eIDg4uMiMyMwpV1dXXL9+HX///bfa2abaWrRoEZ48eaLyWHK5HHPnzsXcuXOzTAujyZMnT5CUlIRmzZpBR0cnV+3NCT8/P1SpUoWT0lXTttbW1pyZpjExMXj06BFEIhE7CzrjbNXv37/j0aNHed5ukUiETp06ab39hAkT4OLigvbt22u1/atXr/D48WPOjNTPnz9r/bvGMAzS0tIglUohEAggFAq1qnuyaNEi/PPPP7hw4YJWdYwJIYSQzFauXIklS5bg4sWL6Ny5M7t87969sLCw0JjtZd++fXBzc8Nff/2lsf6fp6cnxGKxxpSqQHpGgk+fPiEuLk7r2UFCoRCWlpaoWbOmUqab0NBQbNq0CYsWLYKlpaXSvuvWrUO5cuXQp08fzvLbt2/D2NgYTk5OnL5gXFwcLl26hL59+2Y71WdhGDRoEMLDwyGTyVCiRAn0798fQ4YM0Xr/b9++YfHixejcuTOnVrgqmfvifD5fq5mnJPsSEhJgZWWFtLQ0GBoaolevXti7dy/nM/n161eMHTsWDRs2xMKFC3N9Tjs7O1SqVAl37txRWte1a1f4+PhAJBKhXLlyGDp0KEaNGqXVcX/8+AGpVJqt/lFkZCTu3LmDnz9/sn3wpk2bws7OTutjFDdv377Fhw8fULNmzWzVldSGRCJBWlpajvbNeF8sPj4eq1evxsSJEzX2gWJiYnD9+nUkJiZCJpNBT08Pjo6OWvXF69ati/fv3yM0NDRHWZQI+dVQcJEQkq8mTJiAXbt24eXLlyrrshFCSHaEhISgR48eeP36NY4fP46+ffsWdpMI+W39+PEDDg4OqFmzJlvHlRBCCMmuxMREVKhQAWXLlsWzZ88KuzmEEC38+PEDAoEAxsbGWpUrIaS4u3DhArp164YVK1Zg8eLFhd0cQooE+vYnhOSrpUuXwsDAAAcPHizsphBCfgFmZmbQ09PDzZs3KbBISCE7c+YMEhMTsXbt2sJuCiGEkGLM2NgYS5YswcuXL+Hr61vYzSGEaMHc3BwmJiYUWCS/jQMHDsDa2lqr2r+E/C5o5iIhJN99/Pgxz9MmEEIIIaTwBQcHo0KFCoXdDEIIIcWcRCLBt2/fYG9vX9hNIYQQQpTI5XKEhoaiXLlyhd0UQooMCi4SQgghhBBCCCGEEEIIIYQQQrRCc9cJIYQQQgghhBBCCCGEEEIIIVqh4CIhhBBCCCGEEEIIIYQQQgghRCsUXCSEEEIIIYQQQgghhBBCCCGEaIWCi4QQQgghhBBCCCGEEEIIIYQQrVBwkRBCCCGEEEIIIYQQQgghhBCiFWFhN4AUH6VKlUJycjLKlClT2E0hhBBCCCGEFFOfP3+GoaEhvn37VthNKZaoX0YIIYQQQgjJrdz2yyi4SLSWnJwMiURS2M1gyWQyAIBAICjklpDfHX0WSVFRFD6LaalyyOUM+HwedPQoQcLvqih8FglRoM9j0SORSJCcnFzYzSi2FP0y+myT4oI+q6S4oM8qKS7os0qKC/qsFm257ZdRcJFoTTEy9s2bN4XcknTR0dEAAEtLy0JuCfnd0WeRFBVF4bP47HoMYiPTYGatg3rtLAqtHaRwFYXPIiEK9HkseqpXr17YTSjWFP2ye/fuAaDPNin66HuYFBf0WSXFBX1WSXFBn9WiLbf9MgouEkIIISTPUECREEIIIYQQQgghhJBfG+UrI4QQQgghhBBCCCGEEEIIIYRohYKLhBBCCCGEEEIIIYQQQgghhBCtUFpUQgghhOSZlCQpZFIGAiEP+kZ0mUEIIYQQQgghhBBCyK+G7voRQgghJM888IxCZGgqrMvqod2Q0oXdHEIIIYQQQgghhBBCSB6j4CIhhBBCCCnyGIYBwzCF3QxSDMnlcs7/JO/xeDzweLzCbgYhhBBCCPmFUB+w+KO+WMEq6H4ZBRcJIYQQkmeqNzJBhT+MoGcoKOymkF+ATCZDTEwMEhMTkZaWVtjNIcWUVCoFAMTExBRyS35thoaGsLS0hIGBQWE3hRBCCCGEFFPUB/y1UF+s4Ono6MDY2BgWFhYQCPL33hwFFwkhhBCSZ2wr0k1lkjdkMhk+f/6M1NTUwm4KKebyu0NF0iUnJyM1NRUVKlSg15wQQgghhGQb9QF/PdQvKHhpaWmIiYlBcnIyypQpk6/vAQUXfwMMw+DNmzf48OEDatWqhfLlyxd2kwghhBBCNIqJiUFqaioEAgGsra1haGgIPp9f2M0ixZBEIgEAiESiQm7Jr0sikSA8PBxisRhRUVEoVapUYTeJEEIIIYQUM9QH/PVQX6xgyeVyJCcnIzIyEqmpqYiJiUHJkiXz7XwUXPzFffjwAd27d0dcXBzs7Ozw8uVLLFu2DAsWLCjsphFCCCGEqJWYmAgAsLa2homJSSG3hhRnihsSdGMi/+jq6qJkyZIICwtDYmIiBRcJIYQQQki2UR/w10N9sYLF5/PZ352IiAgkJibma3CR3tVf3PHjxzFy5EiEh4fj6dOn2L17NxYvXozAwMDCbhohhJBfULBfIvzuxSLYL7Gwm0KKMYZh2PoahoaGhdwaQog2dHV1AaTXVWEYppBbQwghhBBCihPqAxKSdxS/Q2lpafnaN6Pg4i9u6dKlmD17Nng8HgCgb9++0NHRwdOnTwu5ZYQQQn5Fwf5J8H8Qh2D/pMJuCinGMl780ghHQoqHjLU8KLhICCGEEEKyg/qAhOSdjL9DFFzMgeHDh6NRo0bYvn17YTeFw8/PD6NGjUKjRo1w//59jds+efIECxYsQMeOHTF//nw8fvw41+fn8XiQSCSwtLTM9bEIIYQQQgghhBBCCCGEEELI7+WXrLl47NgxHDp0CADQsmVLrfeTSqUAAKFQu5clNTUVenp6Wm378OFD9OnTBxEREeyy2NhYtdvv3bsX48aNg0AgwB9//IGNGzdi3bp12L59O8aNG8dud+LECcjlcpXHGDBggNJIjxs3bkAoFKJevXpatZsQQgjJjnZDShd2EwghhBBCCCGEEEIIIfnol5u5GBcXh1mzZsHR0THb+w4ePBgDBw5kg4yaeHp6olKlSggJCdHq2GZmZhg5ciQWLVqEP//8U+O2nz59wqRJk2BtbY2PHz/Cx8cHoaGhsLGxwZQpUxAcHMxue+fOHdy8eVPlv8xBR5lMhoULF2LcuHE0c5EQQgghhGTLt2/fEBQUxFn26dMnhIWFadxPUxoWmUyGgIAAzjKxWIzw8HDIZLKcN5YQQgghhBBCflNSqRR+fn5ISEgo7KZkS2RkJM6fP09lFoqJX27m4vz58xEVFQVXV1cMHTo0W/t27doVw4YNw8CBA3H8+HG1Mxg9PT3Rr18/dO7cGXZ2dlodu1q1ali5ciUAIDo6Gr6+vmq33bp1K9LS0rBx40b2+KVKlcKWLVvQs2dPbNmyBZs3bwYA7N69W+vnN3fuXCQmJmLp0qVa71NUMAwDiUQCAJBK5HjzKB6vH0VD/JOBsWkcKjsZo3ojEwhFfIhEIrbGZH6e//3zRKQmy6BnKMj381Mbisb51bWhID+L6tpA78Pv14ai9lnMyq/ahsI+f1Fog6rzKx6npaXl+/kVbdC288Hj8X7ZNuTUzp07sXbt2iwHzf3777+4e/cuHjx4wC6bM2cOjIyMcODAAaXtv3z5AldXV3h6euLMmTOoX7++0jaenp7o06cPXr9+jerVqwMAbt26hc6dOyMsLAx2dnbYtGkTLC0tMWTIkCyfi5ubG06cOIE7d+7AwMAAtWrVwsiRIzFx4sQs9yWEEEIIIYSQX0FMTAxq166Nc+fOoXv37rk+Xq1atdCzZ082ruDt7Y0uXbrg6dOnqFSpEgBg27ZtWL9+PT59+qS0//Pnz3H06FH2McMwcHR0xJgxY8Dj8fDq1StUrlwZPj4+cHFxgVQqRWhoKPT19VG6NGXIKqp+qeDi48ePsXv3bgwePBjly5fP9v6DBg0Cj8fD0KFDMWjQIBw/fhwCgYCzTcbA4unTpyESifKq+ayLFy9CR0cHnTp14ixv37499PT0cOHCBTa4qK09e/Zg+/btePDgAczNzfOyuQVCIpFg06ZN3IU66f/iAXx5Dtx+nr54xowZ0NHRyf/zA4Bh+n/5fX5qQ9E4v9o2FOBnUW0bAHoffrM2FOnPogq/ahsK+/xFoQ2FfX4gvWMSGRmp1bbW1tb5FlzMyza4uLjg3r17Wp9/5cqVmDx5stbbZxQfH6+yA5hdHz9+RGJiIp4/f45Tp07h9u3bMDY2xsiRI2FlZaVyn02bNqFZs2ZsYBH4X3BaMdDP2NgYI0aMgKGhIXr27Kn2/FKpFJs2bULjxo1hYGAAAPj8+TPi4+Nz/dz+/fdfdO7cGQ4ODrk+VnGSmJiIf//9F7NmzcqXfg8hhBBSFIhTZPgakoKQgGRI0xiYmvNgZaeL0uX0oasvyPoAhBCSBypUqIAfP35ovX3NmjVx//59rbePjo7GP//8o3EbV1dXlROuEhISkJqayj6WSqWIi4vjZE4Ui8Vq+14BAQHYsWMHWrVqBQB4/fo1PD09MWbMGISEhODPP/+Eh4cHJxYzd+5cfPnyBffv38+X+wgk936Z4KJUKsX48eNRokQJrF27FoGBgTk6zsCBA8Hj8TBkyBB2BqPiQ60ILHbq1CnfAospKSn48OEDnJycUKJECc46AwMDODk5wdvbGwkJCUrr1dm3bx+mTp0KDw8P1K1bN8/bXNS8f56AGo0KL+1rYZ+f2lA0zk9tKBrnpzYU/PnF4eXApBiCp58MXVvtUocTQpQlJyejYsWKmD17tsbtZDIZBg0aBLFYrLRu5MiROHHiBGeZiYkJvn37lq22/Pz5E6NGjYK/vz++f/+OAQMGsOseP34MkUiE6dOno169ehg8eDBKliyJTp064cSJE+jcuTP09fVVHvfZs2d4+PAhzpw5w1muKFGguNYePXo0QkNDMWTIEFSqVAk1a9ZUebyDBw/iy5cvWLJkSbaeX1Z8fHwwffp0ODs7K62Lj4/HvXv38OLFC4SGhsLe3h49evRA7dq1OdtFRERg1qxZnGWWlpawsbFBt27dOMHVvKTqvBk5Ojpi8eLFnG07duzIZoARiUTYunUrSpQoQbM/CSGE/JLiotLw9nE84qPTEP1NDJmEQawRD9HhqYgIToFjQxOYWtFNbUJI/ktISEDjxo3Rrl27LLc9dOgQEhMTs3X81NRUPH78WOM2GYOFzs7ObLAwIiICBw8exM2bNwGAPXevXr3Y/t63b9+QmJiIevXqAQD09fVx69Yt9nhWVla4cuUKAKBJkyZo3bo1eDweVq1ahUqVKqFr1664fPkyu/3OnTvxxx9/YM6cOVpPtHr06BE8PDzQvHlzdOvWTat9MpJKpViyZAlSUlKwbNkymJiYZPsYQHrpvuXLl6NGjRoYNWqUym3evXuH3bt3o3Pnzir7msXBLxNc3LJlC/z8/LBr1y6UKlUqx8FFAOwNkyFDhmDQoEE4duwY/vvvPzaw6O7unm8jd0NDQ8EwjNrR3YpaiSEhIahVq1aWx9uxYwcmTZqEtm3b4vnz53j06BGA9EDl/Pnzs9w/Li4OcXFxANJHkTMMg+joaC2fTd5J+ZmW9Ub/7/z2MFg6MBCK8m5WQmGfn9pQNM5PbSga56c2FI3zA1CdilMqglyqA4GU276YmJh8+dupbTrQ/GpDYZ+/KLQhP84vl8shlUohEAggkUjA52suE56degxSqTTfZi7mZRsYhoGNjQ1npl5MTAxCQ0Pxxx9/sKNJFXUJZTKZ0nshFovxxx9/YOrUqQCAu3fv4syZM0rbKY6h7r2USqUwMDCASCSCQCBgZwUC6bMLBQIBdHV1IZVKYWhoiLCwMM7zU3fc9evXo2zZsujcuTNnm5SUFPY1UCxftGgRgoODkZycrPJ4sbGxWLBgAfr164eKFStytmEYRql+Y2hoKBITE1GjRg2Vbcto0aJF6NevH8qXL8857rVr1zBu3DhERESAx+PBzMwMP378wMqVKzFt2jT8888/7Of9x48fOHnyJGxsbFCuXDnIZDI8f/4coaGhWLBgAQYPHox9+/bl+WdTcV4rKyvY2NgorTcwMGCfk2LbkiVLsv0hgUCAuXPnYsWKFRg6dCh0dXXVnksul7OvdXR0tMbfW5lMppQhhhBCCClo4hQZ3j6Ox9ePKZBJ5TA240Ooy4dIIEJ8VBp+JqRfPzg5m9MMRkJIgWjcuDGmTZuW5XaPHz9Wql2fFTs7OzY2oI0+ffqwsxVXrFiB6tWro2vXrgCAoKAgBAYGolu3brC2tgYA3L59Gzdu3MDgwYMBQG3fPzExEc+ePcOBAwfg5eWF/fv349ixY0p9IUtLS2zduhX9+vXD+PHjUa1aNbVt3b17N9atW4fg4GAA6aVIchJc3LBhA1avXg0AmD17do6Di6ampjh//jyOHz+OkSNHquznHT9+HG5ubujbt2+OzlEU/BLBxbCwMCxduhRNmjTBmDFj8uSYGQOMX79+xaNHj9CxY8d8DSwCQFJSEgDAwsJC5XrFcsV2WYmJicGwYcMApKeqUjAyMtJqfzc3Nyxfvlzp/AUtyDc1643+nxixOLo2GfpG3BsafLkh+Az3hoiMnwyGpzzSP7OfSRJAy/TO6s6f3gZ98Bnu6H05LwVyfkqBtYHH6EIgN8zUBjHk/OQCbIMQAjl35i0DCWQCzSNu8ur86fgQykwztUEGmUBz6rS8bQMgkJmBB+4fGKlAcwqEvG+DCXjgdpSkgngAMpXb5/X509tgDB64360yfiIYnuob0vnRhux+R+RPG7T/jsjW+Zk4+N5n4FBTL8tt9fT0lGbGp6SkqBwRp5hdlBHfKB48HTF4Otzv7djYWO0ai/QLUDMzM86ytLQ0drBLVm1QJyEhQSnAoA6fz2cH9CjIZDLExMTk+PxA+kW0InCiDSsrK6WL0O/fv+eqDT9//tT6OgIAzM3NldKixMTEsK9lds8PaE6XAvwvqMTn8yGVSlXWapTJZGxALyfF3qVpcvh7xeHD8ySk/pRDz4CPSk5GcGxoBKGO8u+qQCBQaoNcLmdHdhZEwflLly5h9OjRCAsLYztwWbGzs2M7K8nJyUqzBLWhr6+PnTt3YunSpbh//z527tzJruvfvz+MjIzw999/4/jx41rXk3zx4gU8PDywZMkSHD58mDOiNTQ0FAAwduxYpevuTZs2oXLlykqzExcsWICoqCjMnTs3y3M/fPgQffr0gZmZGfz8/DQGuUJDQ3H9+nWlFLXHjh3DiBEjYGdnBw8PD7Rs2RLGxsYIDw/H/v37ceHCBfz8+VOpM9q7d2+sX7+effzjxw/MmjULR48ehZOTEyZNmpRl+6VSKeRyebZSAw0YMIBz3uwYOnQo5s+fj//++w99+vTJ0TEIIYSQouhrSArio9Mgk8pRqpw+UlJ+AgAMDYXQNxLg2/+v/xqSAgdH7e6jEUJIYapatSrEYjHbXx87diymT5+OunXrwt3dPVvHGjduHPuzm5sb6tWrxwY+7927h23btmHYsGGoUqUKgPR+yv379znBUVUDQ2/evIm6deuicuXK6N+/P1q2bIn+/furbEPPnj3xxx9/4PDhw2zQTxXFAMno6GhOfzU7Pnz4gGXLlsHR0RFv377N0TEycnFxwaZNm/Ds2TPUr19faf2lS5dgbW2NBg0a5PpcheWXCC5OnToVYrEYu3fvztPRvgMGDMCTJ0+wefNmlCxZEidOnMj3WiOZ00BlphgtrO2NvEWLFuWqPdOnT8fw4cMBAO3atYNAIFC62VoQIgLjtN7WsMYzyABkvm2aElQD0ig7zjK9Cu8gKhme9UGNtT692vMDgPhLBaSFVeIs07H7CF37oAJrgyTKBqlBf3CWCS3DoV/pVYG1QZpghpR33C9OgfEPGNR4WiDnBwC5WA/Jvi05y3g6KTByelBgbQCAxEftgUzBRaOGD6DxqyyP25Dk2xyM2ICzzLDOE/D11ARA8vj8APDzTT3IEriDF/QdX0JYQk2gNR/akO3viHxoQ7a+I7JxfoNqvnj1SYpXn7Letnr16ujSpQtn2evXr3Hp0iWtziWyUF1z7smTJ0pBMXXs7OwwaNAgzrKwsDBcuHBBq/3Vef36NYKCtPi+RXqNt8wpABMSEnLVBgsLCzx48AA+Pj5a7zN37lyla5t9+/blqg3+/v6cQE5Wxo0bB1NTU86yM2fO5KiOnYWFBXR0dPDhwweNryWfz0fdunVhYWGB+Ph4dr+MEhISkJam/QxeBaFQiPc+iTi7NQw/E7nB5oCnSbhxhIfWQ0qg3B/cwQYmJiacGXtAekrMnz9/5qgNWc3G5PF44PP5nGtCRZBXJBKxyxXHEQgEStePfD6fcwxFEC3zduqWZyYQCBAYGMimzASAp0+fwtnZGSKRiNM+TWQyGSZOnAiZTAZbW1uIxWLO65iQkMDOWlXVGU1LS+Oc49SpU+zvRbly5ZTOz+Px2Ndn165dmDp1KmxsbHD48GHo6WkedHHixAnY2tqiadOm7O9ibGws5s6dCxsbG/j5+XHqmTs4OGDFihVYtmwZ5z3O+H5lbJ+1tTX27duH06dP4+bNm5g+fbrG9gDAkiVLcPHiRbx6lfW1m7rzZmdbMzMzdOrUCUeOHMHAgQPV7i+Xy8Hj8SAUCmFpaanxM06zFgkhhBQFUV/ESIyVwsRKB3w+95qbz+fBxFIH8TESRIeLKbhICCkQly5d0iproK+vr1L/FAAmT54MmUyGa9euISwsDF27dkXNmjVVZjHJjiVLlqBy5crs44oVK8LNzQ0lS5Zkl7Vq1QqGhoaqduc4efIkOxlq//79mDdvHiZMmADgfwNNJ06cyPYnypUrh1WrVmk8pouLC1xcXBAYGJij4CLDMBg7dizs7e0xePBgLFiwINvHUNWmTZs24dKlS0rBxa9fv+Lly5cYM2ZMlvcGirJiH1y8cOECzp07h0WLFsHR0TFPj33u3Dls374dDRs2xLNnzzB8+HAcP35cZVHTvKL4BVQ3w0MxY0LbmYe5ZWpqyt5QzO/AqiapyTIg6+8mQgghhBCNAp4l4MSaUKibaJiaxODKznh0HG+iFGD8FSQnJ3NqJgJgR2VmXs7n83Hs2DHOMgMDA04q0cwBrtTUVKXjAOkD5A4ePAgAWLhwIZ4/f86umzhxIieYP3/+fJw4cUKrYL6/vz/GjBkDXV1dlXUnFT5//oyJEyfi+vXr6NOnD/bs2aNVipsbN26gXbt2nCD/5s2bERUVhQMHDnACixllp4Ooq6sLW1tbNoVPUdSxY0dMnjwZEomkUPsEhBBCSF6Spskhlciho6v677aOHh9SiRwSsVzlekIIyWuhoaFalR6JiopC2bJllZZPnjwZANiMNd++fcPu3bvB5/NRsWJFjX0mhcDAQBgYGMDLywseHh7scn9/f6VMOCtWrFDaf8aMGQCAHj16oFGjRpx1DMPg1q1bsLW1BQDY2tri2rVrmDNnDmxtbVG1alW0b9+e3f7Ro0e4fv16vpQ2yWjPnj24e/cuzp8/Dz8/P633+/nzJ65evQo/Pz/Y2NigdevWqFQpfdJAkyZNYGlpiUuXLnEyQwLA5cuXwTAMXFxc8vJpFLhiH1ycM2cOAODixYtsQVEgfcQzABw+fBh3795F7969MWvWLK2Pe+7cOfTt2xedO3fG6dOn4eHhgcGDB2Pw4ME4duxYvo22VaS4+vFD9WwdxfKMowJ+B3qG2r/e8jQRMs8EAwAwyheLjEwIeZo2KaUY8HW0qyml9vwAIFN+HoxMUKBtYGQqfu0ZfsG2Qap8U4pheFq0IY/eBwCMRNW5CrYNas8g0YHm5Hp53AZGeT0jFUGepi59ZD68BmrboO79yI82ZPc7Ih/akK3vCO3Pz0hEEAgF0DPI+rtUVT2tzDXW2OMyjNYpPnV1dVUeQxVVM4n4fH6u26Cjo6N1G9Rtl3l5ds6f3TaoY2hoyEnBmd02CIXCbLVB1UW8vr4+2+HJ7vkB9Z8pBcWMO8XPijbI5QxS/n+2YWoSg4x9royF59WRShh4bv2iNrCowDDA7cMJ6L/Ikq1V+pMvAyPhZo5ISZRDnCEDcMY26BnywOPnbwcoJ1TVz1bMGsy8XFWArEyZMli4cCH7+OXLl0rbKAbixcTE4MqVK3BxcWEH0L18+RJr167F6NGjcfLkSZVt/PLlC+zt7REbG4u+ffti9erVqFu3rtJ27969g7OzM4yNjTFjxgy2X5DZ1atXsX79epiamuL06dNap/aUSCTw8fFBv379OMtfvHgBAOjVq5dWx8nKz58/8eXLF3Tu3DlPjpcfnJyckJqaihcvXqhM6UMIIYQUR0IdPoQiPtLEcohUBBjTUuUQivgq1xFCSH6YOHEip7+lzoABA9TWXAwNDYW3tzcA4M6dO1i5ciWWLl2K6dOnc0rFzJ07F+3atYOzszNnf8VgQj8/P2zduhU9evRQOsfXr1/h7e2Ndu3aKZXWAdKDmw4ODkrBRR6PhyNHjqBLly4YNmwYO6MyIiJCZVA1c2ma/BAREYG5c+di4MCB6NatG9vfy8qTJ08wePBghISEwMHBAVFRUUhNTcWGDRswefJkCAQCdOvWDQcOHMDXr19RuvT/ahtdunQJRkZGaN26dX49rQJR7IOLVatW5bwxCopio0KhEHp6etkaYXv+/HlOYFEkErF5fwcPHgwej4ejR4/mS4CxZMmSMDMzQ0BAABiGUbqh9+7dOxgZGcHOzk7NEX5NlZ2M8eV51tsBQPKLFqjV1BK2lTLdtKytamvtpoR/fp+AUKl2NYrUnl9jG5oUXBtUsgHgVLBtaKqqDdUL7vwAoPLeWPmCbUNtVQsHF4E29C6486ttg/rfz9+vDcrfEdk6v38T9JpSDnVaqZ5hk5Vq1aqpLJydlpaGTZs2cZbJU/XByATgCWSc1Lq9e/fOVn2wzGxtbTFlyhSt2qBO+/btc9WGEiVKKLUhO+cHgGbNmqFZs2Y5bgPwv5GIOW1D7dq1Ubt27Vy1QZHCJCfnB4Dy5curfD8V5HI5AgMDAaRfGymCXCmJMqwe9iYHLc6+1GQGB+dHZViiXVpfhZHrLKFvnLfBRUWtzNxksDAyMsKNGzc4y9auXYt58+YpLVclICCAMzPx8ePHbGdUIpHAwMAAR44cAQA8f/4cV65cgZubGzuqtmbNmujTpw+2bNmiNrgYFhYGe3t7pKWl4ebNm5g9e7bK7W7duoWUlBRcu3YN79+/V9tmX19fTJ8+HUuWLMlWYD04OBgpKSmcmZpA+kzP0qVLw9j4f/mpGYZRSv1sZGSUZVqg5ORkTJo0CVKpFF27dtW6bdl1+fJlfPv2jbOsYsWKWLlypVb7V69eHXw+H69evaLgIiGEkF+GlZ0uosNTER+VBn0j7j0+uZxBfHQajM1FsLT99bJZEEJ+XSdPnkTVqlXx7t07LFiwAH///TeaNWumdC9h0aJFaNq0KadGYmb6+voqazVeunQJXbp0wZYtW9iaixlpmmnYsWNHODs7Y+/evVi8eDGA9H6/YjZjRuHhWpQzy6VJkyZBV1cXW7Zs0Xqf6OhodOvWDZUrV8bt27dhb28PqVSK+fPnY/r06WjZsiVq1KgBFxcX7N+/H5cvX8aoUaMApPebb968iU6dOqkc4F+cFPvg4rlz51Quv3fvHlq2bImBAwdqLPaZ2X///Yc+ffqgU6dObGBRIXOA8ciRI/kSYGzZsiU8PT2Vin2+fPkS4eHh6NatW75PBS5qqjcywW0tg4sGxgK4TLaHSCfvRpbVTjbG1m2Fd35qQ9E4P7WhaJyf2pCz89doYppn59ZEEmkPWYoRBPpJ0C2r/mY/IST7oqKiYGhoqFUdi/xiYGCAqlWrso/9/f3Zn+Pj46Gvr69xf4FAgNOnT6tdzzAMXr9+jRYtWmTZlnHjxuGPP/5AnTp1NAYX586di8WLF2c7nadilKyFBbcmcHx8PCewCKTPPixVqhRn2d9//6006lgR5JPL5fj+/Tv8/PwQGxuLESNGsJ3NzDw9PTF27Fj2cXJyMtLS0mBlZcUu69GjB3bv3q3xubx+/ZqzLDupW0UiEUxMTApk5DAhhBBSUEqX00dEcAp+JsjwLSQFIkMZRLp8JEuliI9Og0DIh4mlDkqX03x9QwgpONE7dyJ6l/rr3ozstmyGUYbBvfKfP/G+idJsB5UMnJxQZu8ezrLI1asRe1o50GY5biwsx4/X6rj5TSaTYe/evRg/fjxmz56NGjVqYMqUKThw4ABat24NPz8/lC1bli2DptjH29sbTZs2LbD6fw0aNICXlxeblWnYsGGoVauW0nb79u3DlStX8q0d7u7uOHfuHM6cOaPU79Nk7dq1+PHjB9zd3dl+oFAoxOrVq7Fv3z4cP34cq1atQtu2bWFoaIhLly6x/b379+8jMTGx2KdEBX6B4GJeUgQWO3bsCHd3d5U3IDIHGA8fPpznAcZhw4bB09MTq1evhqenJ7tcESQdOnRonp6vOBCKtP9i6zbeLs+DCIV9fmpD0Tg/taFonJ/aUDTOTwgpeEFBQYWevaJMmTJYunQp+zhjwCo+Pl5lWuPs8Pf3R0xMjFbBRZFIhObNm2e5XU7rpSvKEWSuzVi5cmU8ffoUcrmc7Xzr6uqyMzFjYmIwadIklcdMSkrCly9fAACWlpYYNmwYBgwYoHE2oJOTE7Zt+99okuPHj8PX1xfr169nl5UpU0bjcxkyZEi2ZxhnZmpqSsFFQgghvxRdfQEcG6b/nY+PTkP0tzTIJDIYGAlgbC6CiaUOHBuaQFc/f0ojZSZOkeFrSAqivoghTZNDqMOHlZ0uSpfTL7A2EFLUMRIpGC3LcjAy5XI/Wu+rojYhI5Go3D9z+YzcuHTpklK5ClV8fX1VZmU5evQooqKi0LNnTzYDzMKFCyEWiyGTyeDs7Iz58+dj5syZ7D6RkZFo3bo1Lly4gI4dO7LLmzZtirVr1+LChQtYsmQJ5zzx8fEAABcXF6U+YKtWreDm5qaxT1e+fHkcPXqUfezq6soZPKmQeYBkXoqNjcWUKVPQt2/fbJe8ePLkCUqUKIG1a9cqrRMIBOzgVz09PXTo0AHXrl1j69dfvnwZIpGI81oXVxRczODAgQPo0KGD2sCigiLAOG3aNHz69AkVKlTI8tjHjh1jf1Z8uO7evcumt2rUqBHKl09Px9itWze0adMG586dQ69evdCxY0dcv34d7u7uaNWqFXr27Jnj51hciUQizJgxA++fJ+C/nV/wM1H5j4OBsQDdxtuhekPtRxkUl/NTG4rG+akNReP81Iaicf6MbcgoNjINaWI5dHT5MLPuzNm2oNqgadtf7fxFoQ2qzq9uxld+vQZFkZWVFQxNVF9q5yQDxc+fP3HlyhX2OlRbjx8/ZtOYBgcHZ/u82REfH68ylU123L17Fzo6OmjUqBFbQ72wKD6vUin3ZkGVKlXg7e2NgIAAODo6AkgPYCpqM4aHh6sNLvbt2zfbQb4yZcpwgocvX77Ex48flWpB5jepVJqr1NKEEEJIUWRqpQMnZ3N8DUnBpwAppBIGpuZGsLQt2KBeXFQa3j6OR3x0GhJjpZBK0us9RoenIiI4BY4NTWBqRX+HCeGJhOBlkS2F3VbFhCCt91WRrpInEqncnyfKuxBLaGioytqDmUVFRbGlJxR+/PiBefPmYfTo0ZzAo2Kw5J07dxAdHY3evbmlkGxsbNCxY0fs2LGDE/CqVasWatWqhUOHDuHly5dwdXVl+0hv3rzBnj170KNHD1hbW7P7bNu2DSEhIdi4cSMAqH0u79+/h7m5OYyMjPD333+zywMCAnD06FEsX74cAoEALVu2RNu2bbN8PXJi165diIyMxJUrVziBzZ8/fwJIL+lhZmamsh/97ds3yGQyduBoRi1btuTUmnRxcYGHhwe8vLzQqlUrXLlyBa1ateLMHi2uKLiYwalTpwBAq05z//790aVLF61r3gwerFxDzc3Njf354MGDbHCRx+PBw8MDkyZNwvnz53H27FkYGhpiwIAB2L59+2+XEhVIf010dHRQo5ElqjiZ47V3HPy8oiD+yaCEqR6q1i+BGk1M821mjqrzBzxNQEqyDPqGgnw/P7WhaJxfXRsK8rOorg30Pvx+bch8/g1j3yEp7n83wBt1sUS7oaUL5DXIyNq+YDu8qtrwO52/KLRB1fkVHY68bpe+sQDzD2muz6vJK684XNyjfc2GLmNtUTOHKYX1jQXg83N+zdauXTvOCNCNGzciNjYWEyZM4GzH4/Ewfvx4lSlkgPQ0o4rgWNmyZVXWT83K+fPnMX78eCQmJiItLY1T7zw2NhZ8Ph9Xr15Fy5Yt4eDgkO3jZ3TkyBE0adIE+vr6+R5cjI2NhZ6entpUrubm6XVqFaNyFTp27Ij9+/djw4YN2LdvX762sSiJjY3NVqogQgghpLjQ1RfAwdEIRiVTAQCWlgX7906cIsPbx/H4+jEFMqkcJlY60NHlI00sR3xUGn4mpA8kdXI2pxmM5LdnOX58jlOQ8g0MUPWFb47PbT1/Pqznz8/x/tqYOHGiUmkFVQYMGICAgADOsrdv3yIlJQVz585l041mdObMGTRo0EBl1pNRo0ahV69e+Pz5s9qsKFOmTGFrBF66dAl79uzBsGHDODUX1ZWwU7h9+zbmzJkDf39/LFy4EIaGhhg2bBi+f/+OP//8E5cuXcLRo0excOFCSKVS3Lt3D+3atcvq5cgRxQzLzK5evYqrV69i2rRpnMBpRtWqVcO3b99w6tSpLFPJdu7cGUKhEJcvX0a5cuXw7t07TJkyJS+eQqH7ZYOLf/75Jx4/fgwbGxut98nuDTBtA4tA+qhxTTLPfjQxMcHRo0chlUoRFBSEihUr5jil069GpMNHnVbmsK8pB5CeUqowzl+nlXmBnpfaULTOn7ENhfVZzNgGeh9+7zaIdPjQMxBwgovlahhRKlTyy+HzeWpnA2rDqa05bp/6xt6g0cSghABOzuaF9ns0Z84c9uerV69i2bJlmDhxImrUqIFTp07BxsYGzZo1A5/Px44dO9Qep1GjRnB3V64Lkh116tRhO11hYWGws7MDj8dj6wYqakwsWLAAI0eOzPF5Lly4gOfPn+O///5Tu83mzZsRExODFStW5Pg8Cg8ePMCYMWPw+fNntpOckaIjGRERgdq1a7PLe/fujaZNm+Lw4cPo3Lnzb5FVJCEhAUlJSWo714QQQgjJua8hKYiPToNMKkepcvrsADWRLh/6RgJ8+//1X0NS4OCo/b1IQsjvpWnTprh16xZKliyJyMhIzrrw8HAcPHiQU1ohoy5dusDExASnTp3i9EXzmpOTE0aMGIHy5cujffv2AIB58+YhICAAPj4+nG0fPnyIDh064Pr163B2ds6T8yckJKBEiRIA0us+NmjQQGmbuLg4XL16FaNHj1abmadly5b477//cPLkSQwcOFDjOc3MzNCyZUtcuXIF5cuXB4/HQ7du3XL/ZIqAXzZaZWxsrPLDUVhy2hahUIiqVavmcWsIIYQQQn4/Ih0+ek62x7HVn6BiICeLxwN6TrbPVWBRJpNBLBZDLk8fgJKdQWkZ7dq1C1OmTEHz5s2xceNGyOVynDp1Cp6enmjatCkWLlyIDh06qNx3woQJkKmoM5JdirScb9++xZAhQ7Bt2zaMHTsWa9euxbZt2/D06VOkpqbi48ePOa4bIZFIsHTpUtSuXRtdu3ZVu92PHz/w6NGjnD4VjqioKPz8+VNlYBFIn+lpZWUFPz8/dOrUibNu+/bt6NChA3r16oURI0bA2dkZFStWREhICFsfMafveVY6derEGR2sjYSEBISGhiot5/F4WdZrBNJTsQJA3bp1s3VeQgghhGQt6osYibFSmFjpKGW+4PN5MLHUQXyMBNHhYgouEkI0cnJyUrl88eLFsLS0xKhRo1SuFwqF6NSpE86fP5+r4KKi/6uOiYkJJk+ezD4OCAjAyZMncfbsWaVtW7VqhVGjRmHkyJF4+/ZtrvtXilmQXbt2xZkzZ3J1rMmTJ2Pfvn2YMGECxGIx+vbtCwMDAwQEBODUqVNYunQpJ/uki4sLJk+ejN27d6NevXq5LidSVNCUBkIIIYTkmdcP4/Dwvyi8fhhX2E0hRKWq9U0waL4DDEqoTillUEKAQfMdULW+Sa7OI5PJEB8fj8TERCQnJ2d7f19fX7Ro0QLjx49H//79cfXqVejo6IDP5+Ps2bN48uQJjIyM0LFjRzRu3BgPHz5UOkbjxo3RrFmzXD0PBYlEgvHjx6Ny5crs7MTp06fD2toagwYNwo4dO1CqVCnUqVMn28eWyWQYOHAgXr58iVWrVrHLFVk7MqYlDQwMhJ2dndbHNjIyUkprquDj44PKlStr3L9hw4Z49uyZ0vKaNWvC398fvXv3xtGjRzFo0CA0aNAA/fv3x/v377F3715MmzZN63ZmR7NmzTB8+PBs7bN//344ODgo/ateXbs0w0+fPoWlpSUqVaqUgxYTQgghRBNpmhxSSXrdelV09PiQSuSQiDXftCeEFH+rVq2ClZVVlv9UBePUYRgGcXFxWLRokcbMja1bt0ZCQkKWAcLM0tLS0KpVKzRu3BheXl5al8pISUnBwIEDUbduXbUDTNevX4/k5GSNdeu9vb0hEokgEonY/s2GDRvYZYrMOJ8+fUJaWhrev3+freenikgkwtWrV9G4cWOMHDkSxsbG0NfXh6OjI/777z98/fqVs3337t0BpA/adHFxyfX5i4pfduYiIYQQQgpeRHAKIkNTYV1WDzUamxZ2cwhRqWp9E8zZa5yvtVIz1l1gGAYMw2hVN/vEiRPYsWMHHjx4gLJly+L8+fMqU6bUr18fV65cwYMHDzBlyhQ0adIEo0aNwo4dO9ial3lFKpWif//+8PHxwb1799ign66uLg4ePIiGDRvi3r17cHNzy1Ft8MmTJ+PMmTPYvn07Z+ajmZkZbG1tMWDAAIwbNw5yuRwJCQnw9PTU+th16tTB7t278fHjR04Ny+TkZFy9ehVLly7VuL+LiwumTp2KlJQUpdqMFhYWcHd3h1gsxuvXr/H9+3fUqFED9vb2SsexsbHByZMnswxm5jXFedXJWHZBUxvPnj37S3WCCSGEFA3iFBm+hqQg6osY0jQ5hDp8WNnponQ5/d+qtqBQhw+hKL3GokhFgDEtVQ6hiK9yHSHk19KyZUutagweOnRIZV1FVXg8Hs6ePQu5XA5/f38cPHgQSUlJSE5OhqmpKbvdkCFDVJa5qF+/Ptzc3NSWbNPR0cHkyZPx7ds3/PXXX1pns/n7778REhICX19fth+Z+TmZmJhg5syZ2Lp1K/766y+VwdFy5cqpTfcKADVq1AAADBw4ECVKlMhyQGyHDh1gamoKExPNA47t7Oxw5coVvH37ls304ujoyCmpkXHbffv2ITExEb169dJ43OKEgouEEEIIyTP6hgIYmgihb/j73AwgxVN+10rNaXAxKCgIycnJOHToEPr3759lTfBmzZrh+fPn2LhxI4KCgvI8sAikBxdNTU1x/Phx1KtXj7OuRo0a8Pf3x5QpUzBhwoRsHdfQ0BBCoRCDBg1ChQoVlPbn8/nw8fHB48ePIRaLAaSnKm3YsKHSsUQiEUxNTZVe4927d2PDhg34/PkzpNL/1aU1MjLC6tWrMWPGDI1t7Nu3L6ZOnYrLly+r7QTq6uqqTT+kYGxsjH79+mncJj9k57zqtv38+TMeP36MDRs25HXzCMkTFJwgpHiKi0rD28fxiI9OQ2KsFFJJegAtOjwVEcEpcGxoAlMrzddBvworO11Eh6ciPioN+kYCTmpUuZxBfHQajM1FsLRVncqdEPJrKFGiBFq1aqVVBhR/f398+PBB7XoejwdTU1NO/5DP58Pa2hr//fcfDAwMMGjQIPTp04ddr64vWa1aNVSrVk1je3ISMJs3bx66dOmCcuXK4e3bt5gwYQK+fPkCKysrCAT/u4abOnUqhg4dqrZvbGNjo9VrJhKJ0KNHjyy3U1eLUR1HR0c4OjpmuZ2qwG1xx2O0DXGT355iWvGbN28KuSXpoqOjAQCWlpaF3BLyu6PPIikK3CYGIDpCzD4eOM8Bjg1zl9aRkJzK7feiXC5HYGAgAKBKlSqcQF1xwTAMvn37xj62srJSO9LzVyWVShEfHw8zM7NCfQ8lEgkA9Z3lrEydOhXPnj3Ls1qPxc20adPw6NEjPH36VON22fm9LWr9iuJG8frdu3cPwO99DaouOGFsJoSJpc5vFZwoyqi/RDITp8jw/OYPfP2YAplUDhMrHejops/ci49Kg0DIR+ny+nByNi/QQQKF9VlVej0sdaCjx0daqhzx0YX3epCi61f8Xv0V+oC/k8TERHz+/BmVKlXSOCBW0RcLCQnBw4cP1ZZ3kMvl2L59OwwMDNC8eXNUrFgxP5r929D29ym3/bLf6w4HIYQQQgghBYDH44HP57P1Kn7H8XxCoRAWFhaF3YxcW7RoESpWrIgbN26gbdu2hd2cAhUVFYVdu3bhypUrhd0UQpSIU2R4+zhebXDiZ4IMAOhmPCFF0NeQFMRHp0EmlaNUOX12pp5Ilw99IwG+/f/6ryEpcHA0KuTW5j9dfQE7MDQ+Og3xMZL/DZYwF7GDJei7jBBSVBgbG2tdvx0AKleurLFEBJ/Px+TJk/OiaaQAUXCREEIIIYSQfJAxRaciyEiKn5IlS+Lp06cFXi+xKLCysoKvr69WaX4IKWgUnCCk+Ir6IkZirBQmVjqcFKAAwOfzYGKpg/gYCaLDxb/N76+plQ6cnM3xNSQF0eFiSP6//qKlLaV5JoQQUjRRcJEQQgghhJB8wOfzIZOlz5yh4GLxVrVq1cJuQqGhwCIpqig4QUjxJU2TQyqRQ0dXdZo2HT0+pBI5JOLf6/pJV18AB0cj+s4ihBBSLFBwkRBCCCF55vqRr4gMTYV1WT20G1K6sJtDSKHKWNfgd0yLSggh+YmCE4QUX0IdPoSi9DTGIhW/w2mp6SlBVa0jhBBCSNFAf6UJIYQQQgjJBxmDizRzkRBC8lbG4IQqFJwgpOiystOFsZkQ8VFpkMu5A7Dkcgbx0WkwNhPC0la3kFpICCGEkKzQzEVCCCGE5JkKfxjBuowejEzpEoMQqrlICCH5x8pOF9HhqYiPSoO+kYCTGpUNTpiLKDhBSBFUupw+IoJT8DNBhm8hKTCx1IGOHh9pqXLER6dBIOTDxFIHpcvpF3ZTCSGEEKIG3fkjhBBCSJ6pUMu4sJtASJFBaVEJIST/UHCCkOJLV18Ax4YmAID46DTEx0gglaTPNjY2F8HEUgeODU2gqy8o5JYSQgghRB0KLhJCCCGEEJIPDAwMoK+vDz6fz5nFSAghJPcoOEFI8WZqpQMnZ3N8DUlBdLgYkv+vv2hpq4vS5fTpd5cQQggp4ii4SAghhBBCSD4QCOimGCGE5CcKThBSvOnqC+DgaAQHR6PCbgohhBBCsomCi4QQQgjJM+FBP5GaLIOeoQC2FQ0KuzmEEEII+cVRcIIQQgghJG/duXMHY8eOxbFjx1C/fn3OOrFYDF1d9TWt16xZg5SUFCxfvlztNitXrkRQUBB2796t9lgRERGIiorSus3m5uawt7dXuz41NRX9+/fHX3/9hUaNGgEAfvz4gWnTpmH27NmoVasWUlJSEBkZCQcHB43nGjduHCpUqIC5c+eyy/z8/FRuq6enhypVqigtj4uLg6mpqdLy9+/fw9TUFCVLlsSaNWvg4+ODM2fOaGxPYeFnvQkhhBBCiHbePIrHwwvRePMovrCbQsgvLzExERKJRKttw8PDkZycnOtzhoaG4tOnT2rXR0dH4927dzk+fkREBO7fv5+jfT99+oSbN2+qXR8fH49bt24hMTExy2OJxWKVy9PS0nDv3j38+PEjR20khBBS8MQpMnx6m4Rn12Pw6GIUnl2Pwae3SRCnyAq7aYQQQkihunbtGpo1a4akpCTO8p8/fyIoKAgpKSmc5R8/foSVlRUOHjyo9piGhoZYuXIlrl+/rnJ9YmIiNm7cmGWQctOmTWjUqBGGDx+e5b/GjRtjyZIlGp/r0aNH8d9//8HKyopdFh8fj6NHjyIyMhJAemC0cePGCAoKUnucr1+/Yv/+/ShZsiS7TCaToXbt2ir/9e7dW+kY27ZtQ6VKleDj46O0rm/fvpg2bRqA9H58YGCgxudVmGjmIiGEEEIIIfmMYRit6i5evHgRT548YR9bWVlh/PjxYBhGqeO1Zs0aXL16Fc+fP8/yuBUrVoSbmxvGjRuX/cZnMG/ePKSmpsLT05OzPC0tDS9fvsSzZ8/g5uaGDx8+5Oj4np6emD59utZB04w8PDywbNkytcHD169fw9nZGT4+PnByctJ4rHr16mHEiBGYMWMGZ3l8fDxatmyJixcv4uvXr3j9+jUWL14MCwuLbLeXEEJI/ouLSsPbx/GIj05DYqyUrcsZHZ6KiOAUODY0gamVTmE3kxBCyG8u86w3Q0NDlC5dGoaGhlrt/+PHD4jFYpQuXTpb561WrRqeP3+OZcuWYf369Vluv2PHDqSkpKBZs2Zqt5k8eTIOHz6M6dOnw9fXV6lcyNq1a5Gamoq1a9dmeb5y5crh3LlzWW7Xo0ePLLdxc3ND586dUbFiRXaZVCoFAIhEIgDAokWL8OTJE7Rv3x4+Pj4wMzNTOs6+ffugq6uL+vXrw8zMDP7+/rC3t2ePldGKFStw9uxZpeUjR47E2bNn0bp1a9y5c4ftn7569Qp+fn7o168f/Pz8EBUVhZSUFKXPR9WqVTUGZgsKBRcJIYQQkmea9bCCTMpAIMw6iELIr04mk+HHjx+Qy+WQy+WwtrYGn685cci1a9dw/PhxODo6Ijo6GoGBgYiJicHly5fx5MkTzv5eXl5o2LBhjts3ZswYeHl5KS0fOnQo5s+fr9Ux3r59C39/f6xYsQI/fvzA8OHDAQDe3t64evUqu92ECRNgY2MDADh79ixevHih8njPnj2DTCbD4sWLNba7TJkyAIA3b97g5MmTAIBHjx5BLBYr7SuTpc9MCQ8PBwBs376dbcvSpUshFHK7RHfv3sWrV69QrVo1pXPr6ekBSO+EOjk54cCBA3B0dMTx48fRpk0btW0mhBBS8MQpMrx9HI+vH1Mgk8phYqUDHV0+0sRyxEel4WdC+t8HJ2dzqs9JCCGkUNWtW1dlcKp+/fqYP38+XFxclNZJJBIsWbIE7u7uCA4OBgDY2tqiY8eO2LBhA0qUKJHlecuUKYO5c+fin3/+wejRo1G1alW12yYlJWH//v0YNGgQKlSowFm3fft2ziDPMmXK4MmTJ/jnn3+gr6/PBhjlcjk2btyIKlWqsP04ADAxMcH48eOVzhkSEqLyuWf2/v171KpVS+3669ev482bN3Bzc+MsVwxqVfQJRSIRTp06hTp16mDNmjVKAVC5XI69e/eiV69eMDQ0RFxcHORyOQAoBVEBqO3/GxgY4NKlS2jSpAm6desGX19fWFtbs+dbsGABFixYwG5fu3Ztzv4BAQEqU60WNAouEkIIISTP6BvRpQUhCjwej9NBZBhGq/2aN28OT09PrFq1CufOncO4ceOwceNG7NixAzExMXjw4AEA4PHjx/j27Rvatm3L7mtmZobTp09rdZ4vX75AJBKhX79+7LItW7bg+/fvWu0PAAcOHMChQ4ewdOlSjBgxAgcOHAAAxMbGIigoCGKxGJ6ennBxcWEDesHBwXj8+LHK44WFhbHPTZ2M7U1MTERAQAAA4Pv375DL5exjBUVnT5HK9NOnT0hISACg+j3ZuXMnHB0d0b59e6V1iuCiRCJBnTp18ODBA/zzzz8oVaqU2vYSQkhBE6fI8DUkBVFfxJCmySHU4cPKThely+n/VkG0ryEpiI9Og0wqR6ly+uDz0we/iXT50DcS4Nv/r/8akkI1OwkhhBS6Bg0aYNeuXWAYBgkJCXj9+jU2bNiA3r1749KlS5z+yffv39G1a1c8ffoUrVu3xqhRo6Cnp4f79+9j7969uHPnDi5evKgxWKgwe/ZsbNq0CRs2bMCePXvUbrd582YkJydj6dKlSuvOnz+v1I+0tLDC+fMXAAA8pPePeXywQbGMwUUbGxuVwcUqVaqoHZiakaKGojrr1q1D9erVUatWLc4swPfv3wNID2JmDMa6urrC3t4er1+/Ro0aNdjlFy9eRGhoKDp37swui4+PV1tv8du3b+zMQwMDA1SqVIldp6+vj7Nnz+LQoUOwtLTEpUuXcOzYMezbt4/t886cORMPHjzAs2fPOMc1MDDI6iUpEHQHkBBCCCGEkHzA5/PB4/HYAJZcLlc5mlGdu3fvokuXLrCxscHMmTOxdu1auLq6QiAQ4OrVqyhRogSGDh3K2UfbtDkK1atXx8KFC9nHGTt42mrQoAEmTZrEWdalSxd06dIFMTExSilU58yZgzlz5qg81r///ovp06fjxo0bWp27YcOGcHd3BwBs2LABy5YtYx8rKEajPn36FE2bNsW6devUpkUNCwuDp6cndu7cyb53GdPZikQiCAQCBAUF4dy5cwgICEBwcDCmTp2KW7duadVmQkjeokAaF6UB/Z+oL2IkxkphYqXDBhYV+HweTCx1EB8jQXS4mIKLhBBCCp2xsTFn9l3z5s3Rpk0bVK1aFUeOHOEEFxcsWICnT59i1apVnKwzM2bMwPHjxzFs2DBMmDABd+7cyfK8RkZGGD58OI4dO4atW7eyAyozio2NhaurK2bMmIFy5coprb927Rr7s1QiR2qyDDIpA6lEDoZJ/7srEKb/0zMUQCjSnNFHQVVKUFWSk5PVrjt58iRu3bqFadOm4fTp05g8ebLSNsOGDVO5r6mpKWJjYwGkZ8RRvNYZU5LeuXMH06dP19i+2rVro2HDhnj06BFnuYODAxusTU5ORq9evTBy5Eh2vY6ODgQCQbb7+QWFgouEEEIIIeS3wDdX7xkAAQAASURBVDCM1rX8RCKRVjUSs8Ln89m0nNrOXASA1NRUeHl5Yc2aNQCAcePGYdu2bahVqxa6d++OHTt2YMSIEZzAYEaxsbGoX78++1iRLlRRR+Py5ctat+XRo0dsByc8PBwMw6BatWqoXr06ypUrh4CAACxevJiTGsfPzw9nzpzBz58/lY538uRJvHnzRuW5tEmL6uLiojY4KBaLleokKmYufv36VfMTBbBy5UpUq1YNw4YNQ0xMDFq3bo0jR47gv//+w/PnzxEYGMh2Knk8Huzt7eHo6IjatWsjNTVVZUecEJJ/KJDGRWlAuaRpckglcujoqr6BqaPHh1Qih0QsL+CWEUIIKSyhCaE4++EsIpIiYGNkg56VeqJsibKF3Sy1qlSpAkNDQ3z69Ild9ubNGxw8eBDNmjVTWc5i4MCBuH79Og4dOoRLly5xZtmpM3/+fCxatEhtf6ZEiRLYv38/J2tOZrdu3cLnz2FIS5VBJmHAAODx0v916ewCQ31jhH76hDRZKv6sVxN8Pg/jx49HyZIlsWLFCqXj2djYQF9fny29oYlAIGBLZ2QUGRnJBv54PB4GDBiAli1bcto8bdo03L17F5aWlkr7Z0xrum3bNrx9+1Zpmy5dumD06NG4du0aBg8ejICAAFhYWGg8lio1a9ZElSpVOMFUdTUX+Xw+atasqfF4BYGCi4QQQgjJM8+uxyA2Mg1m1jqo1075YoqQwiSRSLBp0yattp0xYwZ0dHJ/QzpjgFIR5NLG3bt3YWpqijp16gBI71iFhobCyMgImzZtQnh4OF6/fo0xY8Zw9lu1ahWsrKygp6fHdsJCQkIQFBSERo0asQFHU1NTrdtSunRpDB48GABw6tQpSKVSDBo0CKVLl8a7d+8gk8mQlJSElJQUdh+pVKq0TMHDwwP379/HH3/8wVn+4cMHREdHo3Xr1mrTot66dQsODg5qg4s8Hk+pU6gI7qpqS0YvXrzA/v37cevWLfD5fKxevRpfv36Fvb093rx5A7lcDhcXF3z//h1DhgzBypUrYWREM10IKSwUSFNGaUC5hDp8CEXpnwmRigBjWmp6MFrVOkIIIb8ezw+eWP5oOWSMjF126M0hLG20FD0q9SjElqn38uVLJCcnc/o/ly9fhkwm0zhbbsaMGTh06BAuXryoMbjo4+ODffv2KS0PDQ0FAGzcuJGT3UaRYWbgwIFo1qwZZx83Nzc8fPgQtjb2ANKDisnJyQj+GIQG9RvCtJIJduzehtdv/XHzxi3o6gsQGBioNOvw/fv3SElJQevWrdG6dWu1bVfFz88PRkZGqFChAqRSKfr06YPExES2RIe5uTnMzc3Z7e/duwehUIhmzZrBy8sLDg4OKoOUr1+/xrx58zBmzBil1LFCoRCGhoY4duwYHBwcEBsby852zMjc3Bz29umvTWBgIFJTUwGkl96oUqUKOnXqxAkiZ5S55qKRkRGnxmVhoeAiIYQQQvJMbGQaIkNTC7sZhBQZGUcnZie4GBQUpBQkMzIygre3N1vYncfjwcHBAQAQExODTZs2Yd68ebCysoK+vj47q1GRZqVTp04YN25ctp+Dg4MDe6zXr18jNTWVfTxnzhxUr16dDdr++++/AAAnJyc4OTkhJiYGu3btUjpm8+bNOelLX7x4gVatWqFu3bq4dOkSdHV1kZKSAqFQCJFIxG6X8WdVGIZhO2kKiuCiWCxWu19SUhL69u0LY2NjbNmyBXPnzsWLFy+wa9cumJmZ4cSJE+y2N27cgEAgUAosisViTnocQkj+okCaMkoDymVlp4vo8FTER6VB30jAeU3kcgbx0WkwNhfB0pa+uwkhpKgbemUoIpMjc7y/VC7F9xTl2vIyRoYlD5dg24ttEPJzHiqxNrTG4Y6Hc7w/kF5P3s/PDwzD4MePH3jx4gU2bNiAsmXL4q+//mK3U9QJ1DRzzdHREXw+H4GBgRrPGRMTo3ZgZ+3atfH582d8/vyZXSaTyfDq1SvUrl1bKbgIAJ06dMHmDbshEPLAF/Dw9NljOLdvzq7n8QEwDKQSBrr6qts0aNAg+Pj4aGy3Ji1btsSdO3cgkUjw8eNHbN26VW0tybCwMNja2oLP56NXr16YN28eZs2apbSdl5cXbGxs4OrqqvJYwcHB+O+//yCVSpUCgQqjR49m9+3duzdev34NAKhRowZevXoFX19f9p7BggULcPv2bTx+/BgfPnxAo0aNcPHiRTRs2DAnL0m+oeAiIYQQQvKMmbUO539CfncZg4vZSYs6evRorFu3DmfOnIG/vz+A9GCiotZGeHg4JBIJG0jTFDhTjDT18vLiBBdlMlmWqVm0oUiLCqSnNY2JiWEfq0qLqsAwDKKiovDjxw+0b98eFStWxH///ccGFjt37oz4+Hh4eXlBX19Nz1OFpKQkzmNFB03TzEUjIyMYGhrC3t4eJUuWxM2bN1GvXj2VKXhKliyJgIAAuLu74/nz5/D19cXz588xefJkLF++XOt2EkJyhwJpyigNKFfpcvqICE7BzwQZvoWkwMRSBzp6fKSlyhEfnQaBkA8TSx2ULqf93xiSt6hmKiFEW5HJkYhIjsi346sKPBa0J0+eKAWm9PX18e+//6JUqVLssqCgIABQOcNOQSQSwcbGBh8+fNB4zvbt23NqOWYlPj5eYxaciK8RuHXnBgQiHngAAgLfcdbzeDwwABi5+r7xs2fPEBgYiKpVq+LTp08oWzY9be2GDRvg5uaGsLAwrdqqr6+Py5cv448//lAbXAwJCdH4OioMGzYMf/75p8rMNXK5HGPGjEGdOnXg7e0NPp8PW1tbTJ06lRMUzpjV6PLly0hLS4Orqyu8vb0BAGZmZuz64OBg1KxZExYWFoiOjgaQnn1IVbrVwkTBRUIIIYTkGUqFSgqKVCqFVCrVevvszigTi8WcmYYCgUBp1pxMJlOq4SgUCiEU/u8SO6czF/X09DBixAgcOHAAhoaGiIyMxIsXL+Dl5YXKlSujdevWkEqlWQYXfX19ER4eDqFQiKNHj6Jq1arsrMPU1FQYGBho3SaF+Ph47N+/Hy9evEC9evXw6dMnBAQEAEivaZGWlsY+BtJHZWbsKPXv3x8A4OrqipUrV8LQ0BCVKlXC5cuXUaJECfz8+RPdu3fH48ePcfr0aU5gcfny5WpTogLp73Pm1LeK9+jp06ec2ZKZvXz5EgCwa9cuHDlyBAcOHACPx0NsbCwuXboEX19f+Pr64unTp0hJScHVq1dRrVo1ODk5oWvXrnB2dtbyFSSE5AUKpCmjNKBcuvoCODY0AQDER6chPkbC1uU0NhfBxFIHjg1NKIhVSKhmKiGEcDVs2BB79+4FkD5IMyIiAufPn8fo0aNx6tQpXL58GXw+HyVKlACQnnJUUz83KSkJdnZ2BdJ2hZcvfbFy1SIA/0uLmhHDMOAB4GUaGKbO48eP2VShwcHBANJnbr569Url9kZGRmjbti3bD89ciiMzLy8v9OvXL8t26Ovro379+mxWnIz8/f3h7e2Ne/fusfcMeDweBAIBBALV1xiK9KgZ+8kKSUlJePLkCebMmZNluwobBRcJIYQQQkix8/jxY3aEnzamTZuWrVl627dv5zyuUaOGUq2Kt2/f4vLly5xlTZo0QdOmTdnHOa25CKSnFt2/fz/CwsJw69YtuLi4oFatWuz67t27Y9q0aQDSO1qqamUcO3YM/fv3x7FjxzBo0CAsX74clSpVQt++fZGSkqJ1cPHly5e4ePEiHjx4gPDwcHh7e6Nz587YunUrhg4dym7377//ws3NTWMQr1evXgCAtLQ0xMbGwtXVFR07doS+vj6ioqLQpUsXvH//HtevX2c7XQqKlLAA8O3bNzYNKwA8evQIYrGYnTWpoOgAhoeHA0h/bzPW3JgxYwa77bt37zBr1ixs3boVlStXBpBeb2T48OFsINHY2BiPHj3C58+f2dfvzp07sLKy0uq1JITkDQqkKaM0oMpMrXTg5GyOryEpiA4XQ/L/nxdLW5odV5ioZiohOaOY7RsSkAxpGgNTc95vM9vX2tA6V/snpCUgSZKkdr2RyAgldErk+Pi5bR+QHhirXr06Z1n37t1RoUIFLFq0CO7u7ujXrx/bT/n06ROnfmBGcXFxiIuL06pm4b59+9jZkFnJXIIis86du2Lrpt2QSRmIdPlKaVEZOQAeD0KRdsHFFStWQEcnfaDJ9+/fwefz8fjxY6xduxZRUVGwtbVltw0NDYWhoSFCQkK06vt/+PAB4eHhaNWqlVZtUad8+fLsoFg/Pz8A6QNcIyIi2McKFStWhKGhocbjHTt2DElJSRgwYIDK9Z8/f8bJkycxa9YstcHLgkLBRUIIIYQQQvJJTtOiAkC5cuUQERGhNDtS4dKlS2yKlB8/fiitj4mJwZ49e3Djxg0cO3YMjRo1QoUKFTB8+HC0aNECYWFhKF26dJbt2L17N8aNGwcDAwPo6emhSZMmuHjxIvT09JQCeZnTogKAlZUVJkyYoDTzU0dHB6tXr0abNm3Qr18/vH//Ht+/fwePx8PDhw9hY2ODihUrokmTJjh48KBS+p3U1FS2ToXisUQiwfXr19ngIfC/oG5AQAAEAgGbihUAJ71QTEwMXFxcULVqVfD5fMyYMQMvXrzA/v37kZCQwAYSL1y4gIsXL0IsFsPAwAB+fn7o2LEjVq1ahZkzZ2b5ehJC8gYF0pRRGlDVdPUFcHA0+m3S4xYHVDOVkOzLONs3+psYMgmDWCPebzPbN7f1DEMTQtH9XHfIGOWZZwKeACe7nETZEmVzdY780r17dyxatAjPnz9Hv3794OjoCAC4evUq/vzzT5X7XL16FQDYbTV59uwZnjx5olVbVM3cyyguPhZv3/lDKmHAMGDTssrlTHo2CV76jEZtB3+tX7+e7dsdOnQI7u7uGDp0KBITE+Hm5gYfHx8IBAIkJSWhYsWKmDx5MieTkCZXr16FQCBQWTsyOx4+fIjx48crLd+yZQu2bNnCWXb37l20aNFC7bECAwMxb948dOjQAZUqVVK5TUxMDP766y9MnTqVgouEEEII+XWkJEkhkzIQCHnQN6LLDEJymhYVSE8hw+Px1I66TEtLY+sLqqptuHr1apQrVw4NGjRgl82fPx+6urowMDBAZGQkO+pVky5duuC///6Ds7MzRo4cidTUVJiamuLnz594/fo1IiIi8P37d9SuXRv6+vpo0aIFXr9+DYZhcOXKFTg5OWHq1Klqj9+6dWv0798f27dvR4cOHXDixAk2kHjp0iX07NkTf/75Jzw8PFCnTh12PwcHB3h6egJITx3TqlUrNGzYEPfu3YOOjg7u378Pd3d3bNy4EQAQHR0NJycnWFtbK9XcYBgGLVq0wPv37wEA06dPR4MGDdCyZUtYWVlxZnjWqFEDQPpszsqVK6N3795o06YNZwYkIST/USBNGaUBJcUF1UwlJHsyz/Y1NuNDqMuHSCCi2b5aKluiLJY2Worlj5ZzAowCngDLGi8rsoFFAPjy5QsAsClO+/fvj8WLF8PNzQ1TpkyBsbExZ3uZTIY1a9ZAX19fZdArs507d2rdlqxqLl6/fg2PHj2EYlytYqCsTAoIhDwIBDzwBTyl7351xo4dywYL4+Pj2Vl/w4cPx9KlS7Fr1y5MnDgRS5cuhVgsxpgxY7Q6rkQiwYYNG9ChQweYmJio3ObDhw+Ii4tDvXr1NB7L2dmZ7ZcDgLe3N9q3bw8HBwf4+/tz+vMZS35kdvr0acycORPGxsY4dOgQu1wxSPf58+cwMjLCjRs3YGVlBT09Pa2ea36iu36EEEIIyTMPPKMQGZoK67J6aDck6xlRhORUw4YNUbduXa2319XVVTsDUJWJEydyZtqpGhHo6OioNJow8yhJgUAAfX198Hg8rUdQAsCBAwdw4MABVK1aVe1oxB49enDSoh48eJBd5+PjAzc3N5w4cUKpfXPnzoWXlxcAoEqVKmrbkJSUBCMjI9jY2HBmAioYGBjA09MTkyZNwokTJ/Dvv/9yttu3bx/Onz+P9evXc/abPHkyAgICwDAMGIbB9+/f8ebNG/Zcs2bNgkwmY/+VL18eDx48QLNmzXDs2DF0796dczyxWIzevXvj8+fP8PX1ZdPmvHr1Ctu2bWODi6VLl8aZM2fQsmVLGBgYYMOGDex7wuPx4OLigrFjx6J169aoXr06J6VtRuXKlYONjQ2OHDmCu3fvokSJEjh8+LDa7Qkh+YMCaapRGlBSHFDNVEKyJ/Ns35SU9IGFhoZCmu2bDT0q9cCf1n/C84MnIpIiYGNkgx6VehTpwOL379/x119/QSgUok2bNgDSA1QrV67EyJEj0aJFC5w/f54tJxEXF4cBAwbAz88PCxYs4KQNLQgDBgzAgQMH2JmK3l4P0aZdc+jo86FnKEDd+n/CurSl1sfz8vJC2bLp78+GDRvg5uYGADA0NMS6deswadIkfP36FZs2bcL58+fVponN7ODBgwgNDcWpU6fUbvPu3TsMGTIE8fHxGo8lFAo5qU43b96MihUrIiIiAmfOnMGIESM07i8WixEQEIDhw4ejVatW2LJlC0qWLMmut7e3R4UKFdi+P5A+GLYooOAiIYQQQggpdoRCYbaCddmlq6vLBqnU0VSgPeNxdHWzn5IvNjYWtra2WLduXbb3VezfsGFD9O7dW+V6Dw8P2NnZaUyT0717d6xbtw5OTk4az/X333/D3d0dgwcPxqVLl6Cvrw8fHx9MmzYNQ4YMQePGjTnbV6lSBXp6etDR0VH69/jxY5w8eRLTpk2Dnp4e9PT0UKtWLfTq1Qtv375Fr1694Ofnx9YiuX37NiZOnIivX79i1apVnE6Wom5I//79AaTPIjUwMMDBgwcxcuRI3LhxAxs3bkSHDh3Y55GRXC7H48ePUb58eU76VACoX78+Dhw4gEaNGuHy5csaR+8SQvIPBdJUozSgpKijmqmEZA/N9s07ZUuUxXSn6YXdDJUCAwPZbCg/f/5EWFgYbt++DZlMhh07dnDqMY4YMQKpqamYMWMGypYti2rVqkFPTw9+fn6Qy+VYsGABVqxYUVhPBXw+D7r6AugapH+PGxgJoasvwPDhw7J1nM2bNyMhIQEhISF4/fo1p48+cuRIbN++HX///TfGjBmDrl27anXMwMBALFy4EO3bt+dk+QG42Yaio6NhZWWl9ji2trYICgpiA7gMw2DhwoW4evUqrl27Bi8vL0yZMgXly5dXmQrV29sb7u7uCA4ORufOnbFx40aVM01FIhHevXuHiIgISKVS6OnpFXjQWB0KLhJCCCEkz1RvZIIKfxhBz/D3vJlHSF7JXLvv2rVrSE5Oxt27d9GyZUvOuqNHj8LT0xM8Ho9N6dK2bVvUrl1b5Ww6uVwOd3d39O3bV+Nsu7i4OMTGxmbZVjMzMxw7dgxdunRB+/btMW7cOIwdOxbNmzfH3r17lbafMmUK+7OPjw8WLFiA2bNno127dtDV1YW7uzs2bdoEsViMGTNmwNbWFmPHjoW+vj4mTpzIdqo/ffqEzp07o2rVqnjy5An09PQQFxfHHjs1NRUvX75ErVq1AKQHg3V1dTFw4EBUrlwZ48ePx65du9C+fXv2dYiKisKNGzdw5coVXLlyBTExMTh//jy6desGAAgLC8Ps2bNx7tw5AOk1QExNTZGQkIA7d+4ozaokhOQ/CqQRUvxQzVRCsodm+/76atWqBZlMhrt37wJIDyjZ2dlh9uzZGDt2LMqUKaO0z4QJE9CsWTOcO3cOz549Q2pqKubNm4eOHTuiSZMmWp1369atePv2rdbtFIvFWm335csXxMXF4cWLF+zzUQgLC0N8fDwYhkF0dDTKly/P2XfUqFFsmzZt2sQuF4lEsLa2BgB8/vwZkyZNgq+vL2rWrImDBw/Czs4O8+bN0zhI+OPHj2jTpg1EIhF27NjBWWdqaorTp09DJpOBx+PBw8NDbU1LIH3Ac4UKFQAAb968wZw5c3D9+nXs3LkTzs7OaNWqFZ49e4Y2bdrgr7/+wqRJk9hMP0ePHmVnKp47dw4HDhzAxIkTsWXLFgwfPhxVqlSBmZkZjIyMkJaWhtTUVKSkpCAhIQExMTH4+vUrJk+ezL4ehYWCi4QQQgjJM7YVDbLeiJBCIhKJtK6Ll7HzU9gUheB79uyJ/v3749mzZ5g4cSKqVasGIH0mYMOGDTFlyhRYWv4vxYy6UZYbN25EREQEBg0apLSOx+NBJkuvQRIfH691HYe2bdtizZo1mDlzJh48eIAqVarg7Nmzajt2crkcO3fuxMyZM+Hi4oJmzZopbaOrqwtnZ2fMmDEDu3btwrp169hZiEB6zUUfHx9Uq1aNrWOxcOFCdv2///6LixcvYv78+QC472ndunXx7NkzSCQS8Hg8MAyDRo0a4enTpxAIBGjevDmWLVuG7t27w97eHgEBAdi9ezd27doFMzMzHDlyBEuXLsXSpUtx7do1hIaGYvTo0RRcJIQQQrRANVMJyR6a7fvr8/HxydF+NWrUYGvC50RAQAAeP36s9faKvmJWvL290b9/fwiFQrRt25ZNbQoA9+7dw5AhQwAARkZGWLNmDWdfPp8PJycn9OnTB+XKlWP/7d27F66urujfvz88PDzg4OCAO3fuoHnz5tiyZQvmzZuHf//9F8OGDcPff/+tsi967do1pKam4v79+yhXrhxn3d9//42tW7eyqVItLCywZMmSLJ+rq6sr/vrrL1SuXBl3795F06ZNAaQPbj1//jwWLFgAV1dXuLq6wt/fH1WrVsWePXvQokULXLx4Ebq6utiwYQN69OiBAwcOYM2aNVkO8jU1NcWyZcuybFt+o+AiIYQQQgj5LfB4vCxTnRY1Bw4cwIwZM3D8+HH07NkTffr0gaOjI/r27YuoqCg8f/4cfD4fJUqUwKtXr/Do0SPMnDlTbSrWwMBALF68GOPGjVOZ7tTU1BRXr17F7NmzERoaCjs7O876jGligPQA5P3797F//35cuHABxsbGKFGiBAIDA9G4cWPMmjULXbp04aQNPXfuHBYvXozg4GCsWLECc+fOVfv8e/bsiQ4dOmD58uUYNGgQ3N3dsX//fnaGZvXq1XHw4EEEBwcr7fvs2TMAwNKlSwEo1810dnZm09PweDy0atUKkyZNQpcuXWBmZsZuN23aNLbuxZw5czBnzhwYGhrC3NwcXbt2RcuWLaGrq4uGDRuqfR6EEEII+R+qmUpI9mSe7ZsRzfYlufHvv/9ma/uUlBRMnToVVatWVVrn7u7OZoTp06cPOnfuDIFAAKFQyOmL9evXDw0aNICOjg7s7OyU+ml79uxReW4rKyvUqlULrVu3Ru/evdGjRw9232nTpmHgwIE4cOAA0tLSlPr9s2bNQqlSpdC0aVO4uLigdOnSSsfv168f+vXrp/H58/l8LFu2jPP8R40aBRsbG/Tv31/puQiFQqxbtw7Tp0+Hl5cXu9+JEydQokQJTr+9adOmaNq0Kfbt24eUlBTExcUhMTERPB4PIpEIOjo60NPTg76+PvT1i8bgGwouEkIIIYQQko9SU1Mhl8shl8uhr6+fZZ3GjCwtLbFmzRq2k3P27Fm4u7vjzJkzOHr0KFJSUgD8L3BauXJljTUe5XI56tWrB1dXV5Xrly9fjn/++Qf37t3DX3/9BQcHBwDApEmT8OLFC/j7+2P8+PGQSqVo0aIFO8q1Tp062LZtGwYPHgxdXV0cOXIE69evx5AhQ8Dn89G6dWtcuXIFUqkUhw4dQpUqVXDx4kXOCFZ1DAwMsHbtWrRv3x6zZ8/Ghw8fULduXXa9ov5GZvr6+nBxccGbN28AgJ3dqPDHH39wHq9evVrl+adMmYL69eujT58+nE5qp06dcO7cObi6uiI5OVnta0oIIYQQZVQzlRDtZZ7tKzKUQaTLR7JUSrN9SYHS19dXG/zLmPWGz+fDyMgIEolEaTuRSIRKlSpl+9xDhw7F0KFD1a63srJSO3C1d+/e7M+qAova4vF47OBVBXNzc5VZgTKysbFB3759OY81UQQQc9PWgsBjGIYp7EaQ4kFR30Zxg6awRUdHAwAn/RchhYE+i6QocJsYgOiI/+W+HzjPgR0NXJCC/RKRFCeFkakQFWoZF/j5SdGQ2+9FuVyOwMBAAOkpPzMHhYqbyMhIdsafhYWFxtmTkZGRkEqleV6gXSaTgc/na6yxqMnt27fh4+MDW1tb9OjRAwYGBrh69Sp4PB4aNmzIziTMLDQ0FHfv3kXZsmWVakWq8vXrV3z48AHNmzfPUTtVUXRoi1Kq219Rdn5vi1q/orhRvH737t0DQNegpOij/hIpLuizSoqyuKg0vH0cj/joNER/S4ZMwsDASA/GZkJ2tq+pVfHK0pLRr9YHJOmoL1Y4tP19ym2/jGYuEkIIISTPBPsnITI0FdZl9Si4SMj/4/P5bHAxq3F9+VWQPTuzJVVp3bo1WrduzVnWoUOHLPcrW7Yshg0bpvV5SpcuXeRHZxJCCCGEEFLQMs72/RQghVTCwNTciGb7EkIKDQUXCSGEEEIIyUcZZwtmrllICCGEEEIIIdrQ1RfAwdEIRiVTAQCWlhaF3CJCyO+MgouEEEIIyTPthtCMI0Iyy5iChIKLhBBCCCGEEMKVeUAmpUUlJOcy3nfIaWkUbdBvKSGEEEIIKVJ+tZl+GTvGVO6c/KpkMhn7c352YAkhhBBCyK+Hx+OxtemTk5MLuTWEFG+K3yEdHZ187ZvRzEVCCCGEEFKkKDqWaWlpSE5OhomJSWE3KVdo5iL5HYjFYgCAUCik4CIhhBBCCMk2Y2NjxMTEIDIyEgBgaGhIMxiLOUX/l/rBBUMulyM5OZn9HTI2Ns7X81FwkRBCCCGEFDm/UseSYRh2xqJUKqWOVQGjDm3+k0gk+P79O4D878ASQgghhJBfk4WFBZKTk5GamoqIiIjCbg7JA4p+MA0+LHh6enqwsMjfuqwUXCSEEEJInnlw9juiwsWwstVFs54lC7s5pBj7lTqWcrmcTRnJ4/HYgCkpGNShLTgCgQBWVlaF3QxCCCGEEFIMCQQClClTBjExMUhMTERaWlphN4nkkqIfLBRSGKqg6OjowNjYGBYWFhAIBPl6LnpXCSGEEJJnUpJlSI6XwsiULjFI7vxKHUuxWIz4+HgAgEgkyvfRg4SLOrQFw9DQEJaWlvnegSWEEEIIIb8ugUCAkiVLomTJkpwMMKR4io6OBgBYWloWckt+Dzwer0AH1VIPmxBCCCF5xqaCPoxMhChhKSrsppBfwK/SsQwODsatW7cAAObm5hgxYkQht+j3Qh3a/FfQnVhCCCGEEPLro2vM4k9R2qS4ljghmlFwkRBCCCF5pkZj08JuAvlFFeeOpb6+PlvvLyUlhTpWBYw6tIQQQgghhBBCSN6i4CIhhBBCyP+xd+fxTdT5/8BfmSSThCZNCSlQWqBdLi23KBS8tYuIUhEFD0BFPPBYRUXUVURl1V3dVVTcH676XU8URFlB5fAWEQSV+xAppdrS1qa0occkk5nJ74/S2EKBliadJH09Hw+0nZnMvJujTeY178+HKII6duyIa6+9FjabDVarVe9yiIiIiIiIiIhahOEiEREREVEEiaKIzp07610GEREREREREVFYMFwkIiKisDlQ7Ifs0yBaBbg6W/Quh4iIiIiIiIiIiMKM4SIRERGFzQ+fHkBJvg+dulsxcnKK3uUQEREREREdk19SUZQnIW9XNRQ5iCSXAclpFqRk2GCxGfUur9XV3R+lBX4osgaTKLTp+4OIiBrHcJGIiIiIiIiIiIjanIpSGTvWeeH1yPAU+6EGgii3G+Ap9GF/roTMLCeSkkW9y2w19e+PynIFSkCDySy02fuDiIiOjuEiERERhc2pf3aFhkUloj8sXboURUVFkCQJo0ePRu/evfUuiYiIiKhN80sqdqzzomivBFXR4GgvwGQRYDaa4S2VUXNQBQAMyXa1iY69w+8PZ7II0SJA9mtt8v4gIqJj45k/IiIiChtXZws6p9s43yLRYaqrq1FRUQG/3w9JkvQuh4iIiKjNK8qT4PXIUBUNnTNssDmMMIsGJCSa0DnDBlXR4PXIKMprG+/dDr8/EhJNMFuENnt/EBHRsTFcJCIiIiKKMKvVGvra5/PpWAkRERERAUBpgR+V5QqcySIEwdBgnSAY4HSLqCxX4Cn061Rh6+L9QUREzcFwkYiIiIgowhguEhEREUUXRdagBDSIlsZPj4pWAUpAQ8CvtXJl+uD9QUREzcE5F4mIiChstn1XgYOeABLdZvQbkaR3OURRg+EiERERUXQxiQJM5to5Bc2NBGqyT4PJLDS6Lh7x/qBY45dUFOVJKC3wQ5E1mEQByWkWpGTYOC8oUStguEhERERhsz9XQkm+D526WxkuEtVjs9lCX3PORSIiIiL9JadZ4Cn0wVsqw2ZvGERoWhBejwyHywx3atuYT/7w+6P+0Kht8f6g6FZRKmPHOi+8HhmV5QqUQG347Sn0YX+uhMwsJ5KSRb3LJIprDBeJiIgobGwJRiQ4TbAl8CpBovrYuUjUtj377LM4ePAgxo0bh/79++tdDhERAUjJsGF/roSagyqK8ySYE1SYLQKqFQVejwyjSYDTLSIlw3b8ncWBw+8Pp1uEaBUg+7Q2eX9Q9PJLKnas86JorwRV0eBMFiFaartuvaUyag6qAIAh2S52MBJFEMNFIiIiCpszx3XUuwSiqMRwkajtWrBgAe6++24AQM+ePRkuEhFFCYvNiMwsJwDA65HhKZahBlS0sxvhcJnhdIvIzHK2mXDi8PvDWxYIdYO1xfuDoldRngSvR4aqaOicYQt12ZotAmx2I4oPrS/Kk5Ceade5WqL4xXCRiIiIiCjCGC4StU0VFRW4++674XK5cODAAb3LISKiwyQlixiS7UJRnoR9uxQogSCSXHa4U9vmvG317w9PoR+BQ/MvttX7ow7n9osupQV+VJYrcCaLDYbvBQBBMMDpFuEtC8BT6Ge4SBRBDBeJiIiIiCKMcy4StU0PPPAAysrK8MADD2DOnDl6l0NERI2w2IxIz7TD3rH2AjC3u4POFemr7v5gKFOLc/tFH0XWoAQ0iBah0fWiVYAS0BDwa61cGVHbwnCRiIiIiCjC6ncuyrIMVVVhNPIqZ6J49v333+M///kPrr/+enTt2lXvcoiIiKiZOLdfdDKJAkzm2sfB3EjAKPtqA+DG1hFR+DBcJCIiorBZ9WYRSvJ96NTdipGTU/Quhyhq2Gw2pKenw2q1wmq1QtM0hotEcUxVVUybNg0OhwNz5szB+++/r3dJRERE1Eyc2y86JadZ4Cn0wVsqw2Y3NhgaVdOC8HpkOFxmuFMtOlZJFP8YLhIRERERRZgoirjiiiv0LoOIWslzzz2HTZs2Yf78+ejcufMJ7aNv376NLs/NzUV6ejq8Xm9LSiRqNXyuUqzgc5UOl7erGp5iPxztBUhSzRHrzQkqPMUy9u1SQsPqtoa2/lwVEzWYbDICagD5u/ywu4wwWwQE/BqqDqgQTAaYbEGIiTXweDjfvZ7a+nM12rV0RCWGi0RERBQ2PQbY0ambFfYkvsUgIqK2qaCgALNnz8aIESNw00036V0OERERnSBFDkINBGE6yvCaZosANaBCCQRbubK2TbQK6HlK7Zz2lQc0VJWrUAMqjGYDEpJMcLhq14tWDotKFEk880dERERh02OgQ+8SiIiIdHXHHXfA7/fjP//5DwwGw/FvcBTbt29vdHldR6PT6QQAuN3uEz4GUWvic5ViBZ+rVCfJZUC53QCz0YyEhCNPo1crCtrZjUhy2eF2d2j1+tryc9XtBrp0VVGUJ8FT6Efg0PyL7lQLUjJsnAMzyrTl52o0a+lULRELF0tKSrBu3Trs2bMHBw4cQFlZGcxmM1wuF1wuF/r164ehQ4fC4eBJSCIiIiIiIop9y5Ytw5IlS/Dggw8edVhTIiIiig2c2y+6WWxGpGfaOd8lkU7CGi7u3r0br732GhYtWoTc3NwG62w2G1RVhSzLoWWCIGDgwIGYNGkSJk2ahI4dO4azHCIiIiKiqFFSUoLy8nL4fD506tQJKSkpepdERGHk9/vxl7/8BYIgQFEUPProo6F169evBwB88MEH2LNnDy6++GIMGTJEr1KJiIioCVIybNifK6HmoIriPAlOtwjRKkD2afB6ZBhNApxuESkZNr1LJSJqdWEJF3/66Sc88MADWLVqFWw2G0aNGoVbbrkFp5xyCk4++WS4XC6IoggAqKmpgcfjwbZt2/DTTz/h66+/xsyZM3Hfffdh8uTJeOyxx5CWlhaOsoiIiKiVFe6pga9ahTXBiNSe7fQuhyiqbNiwITTM4emnn85wkSjOVFRUID8/HwDwj3/8o9FtPvjgA3zwwQfo3Lkzw0UiIqIoZ7EZkZlVOwy51yPDWxaAEtBgMgtwuMxwukVkZjk5BCcRtUktDhdfeOEF3HnnnRg8eDDefvtt5OTkwG4/eityu3bt0K1bN3Tr1g2jR4/GQw89hN9//x2LFi3CP//5T7zzzjtYtWoVzjzzzJaWRkRERK1s+1ovSvJ96NTdynCR6DBWqzX0tc/n07ESIoqETp06HfW1/f/+3//DXXfdhf/7v//D1VdfDZMpYjOUEBERURglJYsYku3i3H5EzXDwgIwd67zYs6UcATkIe2I1uvZuh8wsJxJdot7lUZi0+BPN+eefjyVLluCSSy454X107NgRt99+O26++Wb897//xeDBg1taFhERERFRVGG4SBT/LJbG51wym80AAFEUj7oNERERRSfO7UfUdL/+XI3VS36Ht1RGZYUMTQFMoorS33zI3VKFMy/tiG59EvQuk8KgxeFiZmYmSkpKsG/fPqSnp7doX2azGTfddFNLSyIiIiKdnHlpMlQlCKPJcPyNidoYhotEREREREQUrw4ekLF6ye8o2eeDqgbRLtEIs8UAaEZUlivwVfuwesnvGHNTKjsY44AQjp38+9//RkZGBgYMGICHHnoI69evRzAYDMeuiYiIKIbY7CbYk8yw2TncG9HhbDZb6GtJknSshIiIiIiIiCi8dqzzwlsqQ1WD6NjVgnYOAWbRgIREEzp2tUBVg/CW1g6ZSrEvLOHi6NGjMWTIEGzbtg2PP/44hg0bhpSUFNx4441YtmwZT54QERERUZvHzkWitmvo0KF45JFHMGDAAL1LISIiIiKKiN9216D6oApHexMEoeGIVoJggCPJhOqDKgp+YV4UD8ISLk6ZMgU//PADiouL8cYbb+Cqq66Coih45ZVXkJOTgw4dOiAnJwevvPIKiouLw3FIIiIiIqKYwnCRqO067bTTMHv2bPTv31/vUoiIiIiIIiLg06CpQZjFxmMns0WApgYh+9RWrowiIaxjlnXs2BGTJ0/G5MmToWkafvjhByxfvhwrVqzAxx9/jGXLlsFgMGDo0KEYM2YMcnJy+OGKiIgojmxYVYbyEhntO4k4bWQHvcshiiqHh4vBYBAGA+cnJSIiIiIiothntgoQjAYEZA2i9ciAMeDXIBgNEK1GHaqjcAtL52KjOxYEDB06FLNnz8batWtRWlqKhQsX4vrrr0dhYSEeeughDBgwABkZGVi3bl2kyiAiIqJWVF4ioyTfh/ISWe9SiKJO/TkXNU2DLPN1QkRERK3LL6nYt6MKG1aVYe1Hpdiwqgz7dlTBL7GLhIiIWqZr73ZISDSislyBpgUbrNO0ICorFCQkGpHWy3aUPVAsCWvn4rG4XC5MmDABEyZMgCzLePnll/Hwww9j3759KCwsbK0yiIiIKILadxIb/J+I/lC/cxGo7V60WCw6VUNEFB/8koqiPAmlBX4osgaTKCA5zYKUDBssNl4VT1RfRamMHeu88HpkVJYrUAIaTGYBnkIf9udKyMxyIimZ7+OJiOjEZGY5kbulCr5qH37/zQ+rHTBbDAhICiorFBiNBjiTRWRmOfUulcKg1cLF3bt3Y+XKlVi1ahW+/PJLVFdXAwD69OmDrl27tlYZREREFEEcCpXo6ARBgCiKoY5Fn88Hp5MfqoiIThSDEqKm80sqdqzzomivBFXR4EwWIVoEyH4N3lIZNQdrOxeHZLsYzBMR0QlJdIk489KOWL3kd3hLZVRWyNAUwCQGkZBohDO5dn2ii+/P4kHEwsXq6mp8+eWXWL58OZYvX468vDwAgNFoxIgRI5CTk4OcnBz07t07UiXQYTRNgyBEbCRcIiIiIjqO8ePHw2w2w2q1wm63610OEVHMYlBC1DxFeRK8HhmqoqFzhg2CUDvvs9kiwGY3ovjQ+qI8CemZfI9CREQnplufBIy5KRU71nmRu7UcATkIe6INab1syMxyMliMI2ENF3fu3BkKE7/55pvQVdl2ux2XXXYZcnJycNFFF6FDB3Y1tBZFUfDII49g8eLFyM3NxaBBg/DCCy8gKytL79KIiIiI2py0tDS9SyAiigsMSoiap7TAj8pyBc5kMfR6qSMIBjjdIrxlAXgK/XzNEBFRiyS6RGSNTkbPobV/b9xut84VUSSEJVx8/vnn8cwzzyA/Pz+0LC0tDWPGjEFOTg7OPfdcziejkxkzZmDjxo145ZVX0K1bN8yePRtjxozB7t270b59e73LIyKiOCNVKVCVIIwmA2z2Vht9nYiIiNoYBiVEzaPIGpSABtHS+IhWolWAEtAQ8GutXBkRERHForCc9Vu9ejXy8/MxePDg0HCnp5xySjh2TS30yCOPwGazhcLdxx57DK+99hq++eYbXHLJJTpXR0RE8Wb1klKU5PvQqbsVIyen6F0OERERxSkGJUTNYxIFmMy1QwebG3ndyL7aOUsbW0dERER0uLCEi7fffjueeeYZdO3aNRy7O2EbN27Exo0bEQwG0bt3b4wYMQJGY3TNrRAMBrFixQrs2LEDl1xyCXr27HnUbTVNw6ZNm7Bx40YMGjQIgwYNavbPk5SU1OD71NRUJCQkoKam5kTKJyIiIiIiItIdgxKi5klOs8BT6IO3VIbNbmzQ8atpQXg9MhwuM9ypHHmMiIiIji8s4eLZZ5991HXr1q3Dtm3bkJ+fj/79+2PChAkN1muaBkFo2Zv9vXv34rrrrsPq1asbLD/55JPx2muvYejQoS3afzjk5+fj2WefxSeffIJffvkFANCzZ8+jhovbt29HTk4O9u7dG1qWnp6OpUuXon///qFlfr//qMdsbCjabdu2obq6GoMHDz7RH4WIiOio+g53oscAO6wJ0XVxD1G02Lx5MzZt2gRJktCzZ09kZ2frXRIRUUxiUELUPCkZNuzPlVBzUEVxngSnW4RoFSD7NHg9MowmAU63iJQMm96lEhERUQyI2CV8P//8M84++2wMHz4cN954I/72t7/hnXfeCa1XFAV//vOf8fe//71Fx/H7/Tj33HPx008/4bHHHsPatWuxZcsW3H///di5cycuvfRSHDhwoEn7euONN/DGG280aduCggJMmzbtmOFefXv27MHKlSthNBqP6CY8nCRJuPjii7Fv3z68+OKLyMvLw0svvYSCggKMGTMG1dXVoW1TU1Phdrsb/ddYbU888QTOP/98nHTSSU2qm4iIqDlSe7ZDj4EOpPZsp3cpRFHJ5/OhuLgYXq8XlZWVepdDRBSzUjJscLpFGE0CivMkVHsVBPwaqr0KivMkBiVEh7HYjMjMciLlTzY4XGZ4ywIo2ifBWxaAw2VGyp9syMxywmLjRYJERER0fGHpXDxcdXU1xo4di/379+Oxxx7Deeedhzlz5jQ8sMmEjh074plnnsHMmTNhMp1YKRaLBW+99RbcbjdOPvnk0PInn3wSe/bsweLFi/HZZ58d0THZmJUrV+Ldd9+FwWDA5MmTj7pdQUEBzj33XEiShAceeADdu3c/7r7PP/987Ny5EwBwyy23YP78+Ufd9pVXXsG+ffswa9Ys3HrrrQCAm266Cb///jtmzZqFl19+GdOnTwcAeDye4x67zieffIIlS5ZgzZo1Tb4NEREREYWP1WoNfe3z+XSshIgottUFJQDg9cjwlgWgBGqHQnW4zHC6RQYlRIdJShYxJNuFojwJnkI/AoeGFXanWpCSYePrhYiIiJosIuHiu+++i127duGTTz7BhRdeCABwOBxQFKXBdpdccgkWLFiAvLw89OrV64SPd+aZZza6fNiwYVi8eDF2797dpP288cYb0DQN1113HQwGAyZNmnTENvWDxa+++qpJwWJzvffeewCAKVOmNFg+ZcoUzJo1CwsXLgyFi021fft2XHnllfjnP/+JU089NVylEhEREVEzMFwkIgofBiVEzWexGZGeaUd6pl3vUoiIiCiGRSRc/Omnn+B0OkPB4tF06dIFAJCbm9uicPFo9uzZAwD405/+1KTtjUYj3nrrLQDAtddeC4PBgIkTJ4bWHx4sHm2+xJbQNA3r169H7969kZGR0WBdamoq+vfvjx9++AGBQABms7lJ+9y9ezdGjRqFa665Bn/5y1/CXjMREVGd3M2VqKpQYE8yocdAh97lEEWd+uGiJEk6VkJEFB8YlBARERERtb6IhIsWiwWBQACapkEQjj6t47Zt2wAA6enpYa9h1apV+L//+z+kpaXh0ksvbfLt6gJGg8GAa665BgAwceLEULBYU1MTsWARAH799Vf4/X507dq10fVpaWnYunUr8vLy0Lt37+Pub9u2bcjOzsZpp52GW2+9FZs3bwZQ+3P269fvuLevqKhARUUFACAQCCAYDDZrKNZI8nq9epdABIDPRYoOqqo2+P7gwYPweAKtXsfWdV6UFSrokGqCM7Vp8xJT/OHvxaOr360oSVLUvK+KZ3w+Rh9VVWE0sqOMiIiIiIgoVkUkXBw+fDieffZZvPXWW6GA7nCVlZV4+umn4XQ6mxSSNcXSpUuxatUqbNq0CWvWrMHAgQOxcOFC2GzNm8DdaDTizTffBFDbwVhaWooXX3wxFCxGosuyTnl5OQCgQ4cOja6vW1633fHcfffdqK6uxldffYVhw4Y12M++ffuOe/u5c+fi0UcfPeL4RERERNR8Fosl9LWiKAxZiIiIiIiIiCjmRCRcvPTSSzF8+HDccsstqKiowNSpU0PrZFnG119/jbvvvht79+7Ff/7zn2N2NzbHkiVL8NprrwGoHXLqiiuuQEpKygntqy5gDAQCuOuuu+B2u7FmzZqIBovAH1ezOxyNDyXndNZOWN/UYbRWrVrVonqmT5+O6667DgAwcuRIGI1GuN3uFu0z3KKtHmq7+FwkPRmNHgB/zG2cmJgIt9vZ6nWMvZmvA/oDfy8eKTExscH3drsdCQkJOlXTtvD5GD0YqBMREREREcW28KR6hzGZTHjnnXfQq1cv3HnnnWjfvj1WrFiBVatWweFwYOTIkdi+fTtuu+023HjjjWE77vz585GXl4cvv/wSV199NWbPno3TTjsNhYWFJ7S/4uJibNq0CaIo4sCBA/j+++/DVuvR1M3DU1lZ2ej6umGdmtuNeaKSkpKQnp6O9PR0mM3msAXBREQUWcFgUO8SiKgRZrO5QbDCeReJiIiIiIiIKNZELCnq3r07fvzxR7zwwgs455xz4HA4oCgKevXqhQkTJmDt2rWYN29eWI9psViQnp6Oc845B6+++iqef/557N69GzNmzGj2vgoLC3HOOedAkiRs2bIFV155Ja677jq8/fbbYa35cElJSQCAAwcONLq+bnnddkREREQUOwwGQ+hiMqDhHIxERERERERERLEgIsOi1jEajbj99ttx++23A6jtojAYDJE8ZANTp07FnXfeieXLlzfrdvWDxa+++go9e/bEG2+8AaB2DkaDwYCrr746EiWjW7duEEURBQUFja4vKCiA0WhERkZGRI5PREQxqvX+vBJRC1mtVlRXVwNguEhEREREREREsSei4eLhWjNYBGqHZ7VYLPD5fFAUBSbT8X/c/fv349xzz20QLAK1QWldwHjNNdfAYDDgqquuCnvNRqMRQ4YMwdq1a/Hrr7+iW7duoXXFxcXYunUrhgwZAlEUw35sIiKillr9we8oLfQjOdWCM8d11LscoqiUmpoKh8MBq9XaakPdExERERERERGFS4uHRX399dcxevRobNiwocXFfPTRRxgyZAi2bdvW5NuUlJTgvvvugyzLR6z7/PPPUVlZicGDBzc5WDznnHNQXV2NL7/8MhQs1qkLGK+44gpMnjwZ7777bpPrbI5x48YBAN58880Gy9966y0Eg0FcfvnlETkuERFRS0nVKqq9CqRqVe9SiKLWhRdeiCuuuAKXXHIJUlNT9S6HiIiIiIiIiKhZWhwunnzyyfB6vRg6dCjOOussvPjiiygqKmry7Xfv3o0nnngC/fv3R05ODnr27Amn09nk27/11lt46qmncPrpp2PZsmUoKSlBYWEhXn/99dDQpffff3+T9nXllVeiuroaX331FXr16tXoNocHjLt3727Svv1+f+ifoigAAFmWQ8s0TQtte/PNN6Nz58549NFHsWDBAlRUVGDRokV48MEH0bFjR0ybNq1JxyQiImptXXrY0GOAHV16sBuLiIiIiIiIiIgoHrV4WNShQ4dizZo1WLp0KebNm4c77rgDt99+OzIyMjB48GD06dMHLpcLTqcTqqqioqICZWVl2L59OzZu3Iji4mJYrVaMHTsW//3vf3Hqqac26/j33HMPkpKScMcddyAnJ6fBuqSkJPz73//GJZdc0qR9vfzyyzAYDEcNFuvUBYwTJ05E7969m7Rvq9V6xLIJEyaEvn7ttddw7bXXAgAcDgeWLFmCnJwcTJw4MbRNhw4dsGTJkmaFr0RERK2p34gkvUsgIiIiIiKiGOeXVBTlSSgt8EORNZhEAclpFqRk2GCxGfUuj4iozQvbnIs5OTnIycnBr7/+isWLF+O7777D2rVr8cEHHzS6fe/evXHBBRfgjDPOwOWXX46kpKQTPvbUqVMxfvx4fPLJJ8jNzYWmaejTpw+ys7PhcrmavJ8+ffo0eVuj0YjRo0c3efsZM2Ycc33fvn0bfJ+VlYXc3Fx888032LhxIwYNGoSzzjoLiYmJTT4mERERERERERERUSypKJWxY50XXo+MynIFSkCDySzAU+jD/lwJmVlOJCWLepdJRNSmhS1crNOtWzfcfffduPvuuwEAPp8PBw4cwIEDB2A0GuFyueByuWA2m8N63MTERFx55ZVh3Wc4Pf30082+jcPhwEUXXYSLLrooAhURERERkR6qq6tRWloKSZIgiiJ69Oihd0lERM3GjhIiIooEv6RixzovivZKUBUNzmQRokWA7NfgLZVRc1AFAAzJdvHvDRGRjsIeLh7OarWiS5cu6NKlS6QPRURERDo7UOyH7NMgWgW4Olv0LocoKuXn52PZsmUAgJSUFIaLRBRz2FFCRESRUpQnweuRoSoaOmfYIAgGAIDZIsBmN6L40PqiPAnpmXadqyUiarsiHi4SERFR2/HDpwdQku9Dp+5WjJyconc5RFGp/lzcPp9Px0qIiJqPHSVERBRJpQV+VJYrcCaLoWCxjiAY4HSL8JYF4Cn0M1wkItKRoHcBRERERERtCcNFIoplh3eUJCSaYLYISEg0oXOGDaqihTpKiIiImkuRNSgBDaKl8dPWolWAEtAQ8GutXBkREdXHzkUiIiIKm1P/7AoNi0pEjbPZbKGvfT4fgsEgDAbDMW5BRBQ92FFCFNs4XypFO5MowGSu7Yg3NxIwyr7aobgbW0dERK2H4SIRERGFDedZJDq++p2LwWAQfr+/wTIiomhW11EiCEB5iYwqrwJVCcJoMsDuNMGawI4SomjF+VIpFiSnWeAp9MFbKsNmNza4kEXTgvB6ZDhcZrhT+dmTiEhPDBeJiIiIiFqRxdLwRIjP52O4SEQxwyQK0FTgt9010JQg/D4NmhKEYDKguiIAwWiAaDOyo4QoynC+VIoVKRk27M+VUHNQRXGeBKdbhGgVIPtqh902mgQ43SJSMmzH3xkREUUMw0UiIiIiolYkCAIsFgv8fj8AzrtIRLHFmWyGv0ZBxe8BWNoZYbMbYTQZoCpBSFUq/DUqkjqakeg2610qEdVz+Hypdd1gZosAm92I4kPri/IkDmlMurLYjMjMcgIAvB4Z3rJAqMvW4TLD6RaRmeVkCE5EpDOGi0RERBQ2276rwEFPAIluM/qNSNK7HKKoZbPZQuGiJEk6V0NE1HQGAEEYEASAQ//9QxDBQ+s5kyxRdOF8qRRLkpJFDMl2oShPgqfQj8Ch+RfdqZwflP7AOWSJ9NXicHHx4sWhEyPhduaZZ6Jbt24R2TcRERGF3/5cCSX5PnTqbmW4SHQM9YdBZeciEcWSitIAbO2MEDqL0NQgfDUqNDUIwWiANcGIdg4TLDYjvJ6A3qUSUT1186WKRxmyWLRyvlSKLhabEemZdobd1CjOIUukvxaHi9OnT0dZWVk4ajnCggULGC4SERHFEFuCEQlOE2wJvEqQ6FgYLhJRrFJkDQYj0LV3AqRqFdVeJTTnYt17gNJCHwMKihrsbKllEgWYzLVzLDY2J6rsqz0x35rzpfKxiU58XCjacQ7Zo+Prl1pTi8PFgoKCcNRBREREceDMcR31LoEoJjBcJNJfTU0NKioqYLfb4XA4YDBwIM+mqAsoNC0IVycRrk4NuwKqvUqrBxRER8POlj8kp1ngKfTBWyrDZjc2GBpV04LwemQ4XGa4Uy2tUg8fm+jEx4ViAeeQbRxfv9TaOOciEREREVErGzZsGAYNGgSr1YrExES9yyGKe7m5ufjkk0+wdu1afP/99ygsLGwwvYfRaETHjh0xZMgQZGVlITs7G8OGDdOx4ugVbQEF0dGws6WhlAwb9udKqDmoojhPgtMtQrQKkH0avB4ZRpMAp1tESoYt4rXwsYlOfFwoVnAO2SPx9Ut6iEi4WFpaCkVRkJKS0qTt8/LysHv3bgwdOhTt27ePRElERERERFGjc+fOepdAFPdUVcW7776Ll19+Gd988w2CwSC6dOmCU045BRdddBGSkpKQmJgY6mDcv38/Nm3ahE8++QQPPfQQTjrpJFx//fWYNm0aHA6H3j9O1IimgILoWNjZ0pDFZkRmlhMA4PXI8JYFQl0tDpcZTreIzCxnq5x05mMTnfi4UKzgHLJH4uuX9BCRcPHWW2/Fvn37sGHDhuNu+9prr2Hq1KnQNA1GoxHz5s3DtGnTIlEWERERERERtQHLli3D/fffj507d+LMM8/EvHnzMHbsWHTp0uW4t62qqsKKFSuwaNEizJ49G08//TQefvhhTJs2DSYTB/+JpoCC6FjY2XKkpGQRQ7JdKMqT4Cn0I3Bo/kV3auvOx8XHJjrxcaFYEY1zyOqNr1/SQ0Q/GX355ZdYuHAhPB4P+vfvjxtuuAGpqamh9aqq4q9//StMJhOuueYabNmyBbfccgu6deuG0aNHR7I0IiIiioBVbxahJN+HTt2tGDm5aSMYEBERhdurr76KzMxMLFq0CH379m3Wbe12Oy6//HJcfvnl8Hg8eOqppzB37lzcdNNNEao29kRLQEF0LOxsaZzFZkR6pl3Xk8t8bKITHxeKFRyi/Uh8/ZIeIhYubtmyBeedd17o+/fffx9z587FsmXLcMYZZwAACgoKUFRUhAceeABPPPEEVFXFRRddhCeeeILhIhEREREREZ2QxYsXh6XL0O1246mnnsITTzzBrsXDRENAQXQs7GyJXnxsohMfF4oVHKL9SHz9kh4i9mySZRljxozBjh07UFVVhS+++AKdOnXCDTfcAEVRANTOzQgA/fr1AwAYjUY8+OCDWLNmDcrKyiJVGhEREUVIjwF2DDgzCT0G8EQj0bGUlZXh3XffxWuvvYY333xT73KI4o7JZMKpp56KmTNn4ttvv4Wqqi3eHxHFluQ0CxztTfCWytC0YIN1oc6W9qY21dkSLfjYRCc+LhQr6oZoT/mTDQ6XGd6yAIr2SfCWBeBwmZHyJ1ubG6Kdr1/SQ8Q+IbndbixcuBA2W+0VAueeey4WLFiAIUOG4Oeff0bfvn1DH/Aslj+e1IMHDwYA5OXloUOHDpEqj4iIiCKgx0CH3iUQxQRN05Cfnw+AoQVRpPz888/48ccf8fTTT8PtduOiiy7CmDFjMHLkSDgc/HtFFO/Y2RK9+NhEJz4uFEs4RHtDfP2SHiJyJsNisaBHjx6hYLHOgAEDIAgC9u/fj759+yIYDB5xW5vNBkEQUFxcHInSiIiIiIh0Z7VaQ18rioJAIACz2axjRUTxZ/fu3VixYgVWrFiBTz/9FK+//jpef/11iKKI8847Dzk5Obj44ovRtWtXvUslogio62wBAK9HhrcsACVQOyycw2WG0y22uc6WaMHHJjrxcaFYwyHa/8DXL+khIuHiySefjA8//BAlJSXo1KlTaPmqVasQDAZxyimnAPhjWNT68vPzoWlag9sREREREcWT+uEiAPh8PoaLRGGWkpKCKVOmYMqUKVBVFd9//z1WrFiB5cuXY+XKlVixYgVuvfVWDB48GDk5OcjJyQl9ViWilvNLKoryJOTtqoYiB5HkMiA5rXU7StjZEr342EQnPi5EsYuv3+hV956otMAPRdZgEoVWf08UCREJF6+88krMmTMH5513Hh566CF069YN69evx5w5cwAA8+bNw7Bhw/DEE08AAJYvX45x48bBYDDg5ZdfhsViQe/evSNRGhEREUVQ4Z4a+KpVWBOMSO3ZTu9yiKKW2WyGyWQKzUXu8/k4TCNRBBmNRowYMQIjRozAY489htLSUqxatSrU1fjoo4/i0UcfRWpqKsaMGYOcnByMGjUKBoNB79KJYlJFqYwd67zwemR4iv1QA0GU2w3wFPqwP1dCZpYTScliq9TCzpboxccmOvFxIYpdfP1Gn/rviSrLlVBHqR7vicItIuFijx498OKLL+LWW2/F1VdfHVrep08fzJs3D7feeiu8Xi8A4LLLLsPnn3+OIUOGoFOnTli5ciUmTpwIp9MZidKIiIgograv9aIk34dO3a0MF4mOw2q1oqqqCkBtuEhErSc5ORkTJ07ExIkTEQwGsXnzZqxcuRIrV67Ef/7zH8yfPx9VVVVISEjQu1SimOOXVOxY50XRXgmqosHRXoDJIsBsNMNbKqPmoAoAGJLtiumr9YnCLV47W04U7w8iinWHvydyJosQLQJkvxYX74kiEi4CwNSpUzF8+HB89NFH+O233zB8+HCMGTMGDocDo0ePxhdffIFOnTphxIgRyM3NxZQpU/DFF19g1KhRePHFFyNVFhERERFRVGC4SBQdfD4fSkpKQv80TdO7JKKYVpQnweuRoSoaOmfYIEk1AICEBBNsdiOKD60vypPYWUF0SDx3tpwI3h/UFAygKdod/p5IEGpHRTFbhLh4TxSxcBEAMjMzkZmZecTypKQkjBs3LvR9z549sXr1aqiqCqORL3wiIqJYdealyVCVIIwmDiNHdDw2my30tSRJOlZC1Pbs2LEjNPfi6tWrQwF/RkYG7rzzTuTk5KBdO3bgE52I0gI/KssVOJPF0Em0OoJggNMtwlsWgKfQH5Mn0ojCLd47W5qL9wc1BQNoigXx/p4oouFiczFYJCIiim02e1S9tSCKalarNfQ1OxeJIquyshJffPEFli9fjuXLl+PXX38FABgMBgwdOhQ5OTnIyclBv379dK6UKPYpsgYloEG0CI2uF60ClICGgJ9dwkRA/He2NBfvDzoeBtAUK+L9PVFYzgD+9a9/xbp16/DFF18063Yffvghxo4di8WLF+Oyyy4LRylERERERDGB4SJRZG3bti0UJn777bcIBAIAaruGx4wZg5ycHFx88cXo3LmzzpUSxReTKMBkrj3Ja27kZJrsq+0uaWwdUVsU750tzcX7g46HATTFinh/TxSWcPGXX37Bhg0bGl331FNP4fvvv8f7778fjkMREREREcUFhotEkTV8+PDQvKadOnXCxRdfjJycHGRnZ3PIU6IISk6zwFPog7dUhs3esGNE04LwemQ4XGa4Uy06VUgUXeK9s6W5eH/Q8TCAplhx+Hui+s/XeHhPFPGxyzZs2IClS5dG+jBEREQUBTasKkN5iYz2nUScNrKD3uUQRbX27dsjJSUFFosFLpdL73KI4k5mZibOP/985OTkYOjQoRCE2LwimCjWpGTYsD9XQs1BFcV5EswJKswWAdWKAq9HhtEkwOkWkZJhO/7OKOz8koqiPAmlBX4osgaTKCA5zYKUDBuHD9RJvHe2NBfvDzoeBtAUKw5/T+R0ixCtAmSfFhfviTgxEhEREYVNeYmMknx2YBE1xeDBgzF48GC9yyCKW99///1xtwkEAjCbza1QDVHbYbEZkZnlBAB4PTI8xTLUgIp2diMcLjOcbhGZWU4GWTqoKJWxY50XXo+MynIFSqA2pPEU+rA/V0JmlhNJyaLeZbY58d7Z0ly8P+h4GEBTrDj8PZG3LBD62xsP74kYLhIREVHYtO8kNvg/ERFRNFEUBa+++ipeffVV7NmzB+Xl5XjppZdw0003hda//fbbGD9+PIdOJWqBpGQRQ7JdKMqTsG+XAiUQRJLLDndq2+2Q07tj0C+p2LHOi6K9ElRFgzNZhGipPTnvLZVRc1AFAAzJdrXJx0dP8d7Z0ly8P+h4GEBTLKn/nshT6EfgUCgeD++JGC4SERFR2HAoVCIiilaKouCcc87BmjVrkJ6ejjPOOAPLly9HMBgMbbN9+3ZMmTIFBw4cwF133aVjtUSxz2IzIj3TDnvH2lEt3O62+z4xGjoGi/IkeD0yVEVD5wxb6GS82SLAZjei+ND6ojyJc5S1snjvbGku3h90PAygKdbUvSeKt7+vDBeJiIiIiIgo7j355JNYs2YNnn32Wdxxxx0QBAEOh6PBNgMHDsT555+Pd955h+EiEYVFtHQMlhb4UVmuwJksNujyAQBBMMDpFuEtC8BT6I+7k5+xIJ47W04E7w86FgbQRNEhbOFidXU1UlJSjlheXl4ORVEaXefzcU4mIiIiImqbVFVFaWkpJEmCz+dDnz59IAicF4QoUlauXIkRI0Zg+vTpx9zulFNOwfz581unKCKKe9HSMajIGpSABvEoc5CJVgFKQEPAr0WsBjq2eO1sOVG8P+hYGEAT6S9s4WIwGERxcfFR1x9rHREREcUHqUqBqgRhNBlgs3OABKJjCQQCeP3110Pf33HHHbDZOHQPUaTs3bsXI0eOPO52lZWVCAQC0DSNgT8RtVi0dAyaRAEmc23HpLmRgFH21Xb9NLaOiCgaMYAm0ldYzvotXLiwwTwVzcUPbERERPFh9ZJSlOT70Km7FSMnHzlqARH9wWKxwGAwhN5H+3w+hotEEdSvXz/89NNPCAaDMBgMjW7j9/vx2WefYeDAgfycSkRhES0dg8lpFngKffCWyrDZjQ2CTk0LwuuR4XCZ4U61RLQOIiIiig9h+bQkCAKMRuMJ/zvaBzsiIiIionhlMBhgtVpD30uSpGM1RPHvsssuw9atW/HYY481enGsJEm45ZZb8Msvv2D8+PE6VEhE8ah+x2BjWqtjMCXDBqdbhNEkoDhPQrVXQcCvodqroDhPgtEkwOkWkZLBC52IiIjCyS+p2LejChtWlWHtR6XYsKoM+3ZUwS+pepfWIhyvjIiIiMKm73Anegyww5rA+Q2ImsJqtYZCRc5HThRZN998M5YtW4ZHHnkEq1atwrhx46AoClavXo3du3fj/fffR35+Pk4//fTjzstIRNRU0dIxaLEZkZnlBAB4PTK8ZQEogdpg0+Eyw+kWkZnl5DxlREQxzC+pKMqTUFrghyJrMIkCktM4D6WeKkpl7Fjnhdcjo7JcCf3t9RT6sD9XQmaWE0nJot5lnhBdwsVAIIDPPvsMCxcuxHfffYfnn38eo0aN0qMUIiIiCqPUnu30LoEoptTvXGS4SBR5ixcvxj/+8Q/8/e9/x3fffQcAePvttwEAZrMZ9957Lx5++GEOiUpEYZOSYcP+XAk1B1UU50lwukWIVgGyT4PXI7dqx2BSsogh2S4U5UnwFPoRODT/ojuVJ56JiGJdPIdYscovqdixzouivRJURYMzWYRoqR3NwFsqo+ZgbefikGxXTP4NbrVwUVVVfPnll1i4cCE++OADHDhwILSuurq6tcogIiIiIooaDBeJWpfVasXs2bNx66234qeffsK2bdtgMBiQmZmJgQMHIiWF8wUTUXhFW8egxWZEeqYd6Zn2VjkeERFFXryHWLGqKE+C1yNDVTR0zrCFRi8wWwTY7EYUH1pflCfF5N/liIaLmqZh9erVWLhwIRYvXozS0lIAQGJiIq666iq43W688MILkSyBiIiIiChq2Wx/dClwzkWi1pOcnIwLLrgAF1xwgd6lEFEbwI5BIiKKpHgPsWJVaYEfleUKnMlig2HRAUAQDHC6RXjLAvAU+mPycQl7uBgMBrF27VosXLgQ7733HoqKigAAHTp0wJQpU3DZZZchOzsbFosFH374IcNFIiKiOJK7uRJVFQrsSSb0GOjQuxyiqMfORaLIWL16NXr06IEuXbq0eF+SJOHzzz/HxRdfHIbKiKitYscgERFFSryHWLFKkTUoAQ2ipfEpF0SrACWgIeDXWrmy8AhbuLhhwwYsXLgQixYtwm+//QYASE1Nxa233opx48bh7LPPhsmkyxSPRERE1Epyt1ShJN+HTt2tDBeJmoDhIlFkPPLII/juu+9w0003Ydq0aTj55JObvY/ff/8db731Fp566imoqor8/Hy0a8e5hYmIiIgousR7iBWrTKIAk7l2eFpzI4+N7KsdJr2xdbEgLGnf9ddfj//+978AgEGDBmHKlCnIycnBkCFDwrF7IiIiIqK4xHCRKDJWrFiBl156CXPmzMHzzz+Pfv364ZJLLsGpp56KQYMGoVu3bhCEhh/iS0tLsXnzZmzcuBErVqzA119/DZPJhNtuuw0PPvggg0UiIiIiikrxHmLFquQ0CzyFPnhLZdjsxgZdpZoWhNcjw+Eyw51q0bHKExeWcLGyshIAMHHiRNx555049dRTYTAYjnMrIiIiijcjJ6foXQJRTOGci0SRYTabcfvtt+PGG2/Ehx9+iP/+97946qmnEAgEAAAGgwGJiYlwOByoqamB1+uFqqqhdYMHD8azzz6LiRMnwuVy6fmjEBEREREdU7yHWLEqJcOG/bkSag6qKM6T4HSLEK0CZJ8Gr0eG0STA6RaRkmE7/s6iUFjCxSuuuAKFhYVYsGAB3n77bXTp0gVjxozBJZdcgvPOOw8WC5+0RERERESH69atG8aOHQur1Qq7nXNfEIWbxWLBhAkTMGHCBPh8Pvzwww/4/vvvsX//fhw4cAAVFRWw2+1wuVxITk7GkCFDMGzYMAaKRERERBQz4j3EilUWmxGZWU4AgNcjw1sWgBKo7SJ1uMxwukVkZjlhsRl1rvTEhCVcvPzyy3H55ZcjPz8fixYtwsKFC/HSSy/hpZdegsPhwMUXX4zLLrsMo0aNQkJCQjgOSUREREQU8xITE5GYmKh3GURtgtVqxRlnnIEzzjhD71KIiIiIiMIm3kOsWJaULGJItgtFeRI8hX4EDg1d6061ICXDFtOPSVjCxTrdu3fHvffei3vvvRd79uzBwoULsXDhQrzzzjt45513YLPZMGrUKIwbNw5jxowJ56GJiIiIiIiIiIiikl9SUZQnobTAD0XWYBIFJKfF/olFIiKKDvEcYsU6i82I9Ew70jPja7SisIaL9fXs2RMPPvggHnzwQezcuRPvvvsuFi5ciCVLlmDJkiUQRRE9evSI1OGJiIhIB6s/+B2lhX4kp1pw5riOepdDRERERKS7ilIZO9Z54fXIqCxXQt0knkIf9udKyMxyIilZ1LtMIiKKcfEaYlF0ElrjICeffDIeffRR7Nq1C5s2bcL999+PtLQ07Ny5szUOT0RERK1EqlZR7VUgVat6l0JEREREpDu/pGLHOi+K9kqoPBCA021GSroNTrcZlQcCKNorYcc6L/wS3z8TERFR7IhY5+LRDBw4EAMHDsSTTz6JDRs2YO3atRg4cGBrl0FEREQR0KWHDXanCYlus96lEMWMjz/+GJWVlfD5fLj44ovhdrv1LomIiKjF6oYBzdtVDUUOIsllaJPDgBblSfB6ZKiKhs4ZNgiCAQBgtgiw2Y0oPrS+KE9ipwkRERHFjFYPF+s77bTTcNppp+lZAhEREYVRvxFJepdAFHPy8/NRWVkJAKipqdG5GiIioparPwyop9gPNRBEud3QJocBLS3wo7JcgTNZDAWLdQTBAKdbhLcsAE+hn+EiERERxQxdw0UiIiIiorbOarWGwkWfz6dzNURERC1TfxhQVdHgaC/AZBFgNprhLZVRc7B2+M8h2a420cGoyBqUgAbR0vjMRKJVgBLQEPBrrVwZERER0Ylrcbi4ePFi+P3+cNRyhDPPPBPdunWLyL6JiIiIiKKBzWYLfS1Jko6VEFGdiooKVFZWomvXrnqXQhRzDh8GVJJqu/ITEkxtchhQkyjAZBYg+zWYGwkYZZ8Gk1lodB0RERFRtGpxuDh9+nSUlZWFo5YjLFiwgOEiERFRDDlQ7Ifs0yBaBbg6W/QuhygmWK3W0NfsXCQKr+rqasyePRs9e/bEpZdeetTtOnbsCIOhdrjC//73v7jvvvtw3nnn4d13322tUoniBocBbSg5zQJPoQ/eUhk2u7HBfaJpQXg9MhwuM9ypfO9MREREsaPF4WJBQUE46iAiIqI48MOnB1CS70On7laMnJyidzlEMYHhIlFkbNmyBWPHjkVxcTGmT5+Ozp07H3XbqqoqaJqGqVOn4r333sO4cePwt7/9rRWrJYofHAa0oZQMG/bnSqg5qKI4T4LTLUK0CpB9GrweGUaTAKdbREqG7fg7IyIiIooSnHORiIiIiEhHDBeJwm/FihWYMGECBg8ejM8//xzt2rXDk08+iblz50LTNNx9992YO3cu/H4/7rvvPgDA2LFjsXHjRnz44YfIycnR+Scgil0cBrQhi82IzCwnAMDrkeEtC0AJ1N4HDpcZTreIzCxnm5h/koiIiOIHw0UiIiIKm1P/7AoNi0pETcM5F4nC7+uvv8a1116LZ599FiaTCSUlJQCAG264AYqi4O6778YNN9yAqqqqULh45513YuDAgejevbuepRPFvMOHAa2vrQ4DmpQsYki2C0V5EjyFfgQOBa/uVAtSMmwMFomIiCjmMFwkIiKisOE8i0TNx85FovB77LHHYDabm3WbcHcrVlVVITc3FwkJCUhPT4fJxI/f1DYcPgyoOUGF2SKgWlHa9DCgFpsR6Zn2NjHPJBEREcU/frohIiIiItIRw0Wi8Jo9ezbWr1/fYJnf7z/mbcaOHXtE+CeKIiZMmICJEyc26/gejwd33XUXFi1aBFmWAdR2KP/lL3/B7Nmz0a5du2btjyjWHD4MqKdYhhpQ0c5u5DCgRERERHGC4SIRERERkY7qh4scFpWo5QKBwBFBfV3IdzR+vx+KojRYtnv3bqxZs6ZZ4WJBQQFOPfVUlJWVYfz48Tj77LMRCAQwf/58PPXUUygsLMRbb73V9B+GKEbVHwZ03y4FSiCIJJedw4ASERERxQmGi0RERBQ2276rwEFPAIluM/qNSNK7HKKYkJCQgPbt28NqtcLhcOhdDlHMe+KJJ45YVlJSgs6dOx/1NsuXL0dCQkKDZStXrsSoUaMQCASaPMRqWloabrzxRowePRrDhw8PLb/22mtx0kkn4e2338bjjz/OeR2pTagbBtTesTbsd7s76FKHX1JRlCehtMAPRdZgEgUkpzHkJCIiImoJhotEREQUNvtzJZTk+9Cpu5XhIlETJScn46abbtK7DKK48sorr+C3337D3XffDafT2aTb7Ny5Ez179mwQJJ511lnNPvacOXOOWOZwOHDeeefhrbfewubNmxkuErWSilIZO9Z54fXIqCxXoAQ0mMwCPIU+7M+VkJnlRFKyqHeZRERERDFHCOfO/H4/fvzxx2bdZunSpbj99tvDWQYRERHpxJZgRILTBFsCrwInIiJ9Pf3008jIyGgwDOm//vUvPPvss6GvX3jhhdC66dOnIzMzE++//z4A4IILLsDXX3/d5K7F4zlw4AAAwO12h2V/RHRsfknFjnVeFO2VUHkgAKfbjJR0G5xuMyoPBFC0V8KOdV74JVXvUomIiIhiTtg6F7/99lvccMMNqKysxI033oiSkpJGt7vpppswePBgHDhwANdddx2WLVuGESNGwO/3w2KxhKscIiIi0sGZ4zrqXQIRERFuuOEGXHjhhbj33nsxefJkjBkzBgkJCfjHP/4BALDZbPj73/+OYDAYmvf02WefxT333IPLL78c11xzDf7zn/+E7TPqunXr8Omnn6JHjx4YOnRoWPZJRMdWlCfB65GhKho6Z9ggCAYAgNkiwGY3ovjQ+qI8CemZdp2rJSIiIootYQkXX3nlFdxyyy3IysrCe++9h2uuuQb79u2D1WpFWVkZEhISYLVa4fF4kJ2dDVVVcfnll0OSJCxcuBATJkwIRxlEREREREREkGUZqampWLBgAYYPH47ffvsNS5cuPeZtMjMzsXz5crz99tu4/vrrsX//fnz66acnXMO6deuwc+dOfPvtt3jrrbeQnJyM999/HyZT0z6G9+3bt9Hlubm5SE9Ph9frPeHaiFqTXs/VvF3V8BT74WgvQJJqjlhvTlDhKZaxb5cSmheS2jb+XqVYwecqxQo+V6ObqqowGk985LEWh4tLly7FTTfdhNmzZ+Phhx+GwVB7Jdgrr7yCyy67DMOHD8eMGTNw2WWXYfDgwQCAzZs3Iz09He+88w5SUlJaWgIRERERUUw7ePAgqqur4fP54Ha74XA49C6JKKadd9558Pv9mDx5Mq666iokJyeH1gUCASxYsAArV67E9u3bUVlZiZNOOgmPP/44Bg8ejIkTJ6Jjx45HHY2nqf7yl7/ghx9+AAB06tQJixcvxsCBA1u0TyJqOkUOQg0EYbI0PiOQ2SJADahQAsFWroyIiIgo9rU4XDzrrLPw4YcfYsyYMU2+zbXXXovrrruuRakoEREREVG8+PDDD7F//34AwMUXX3zUjiUiappNmzahffv2mDFjBu655x5ccMEFmDx5Mrp27YqpU6ciPz8fw4cPR3Z2NsxmMxYsWICrr74aO3fuBAD8+c9/bnENL7zwAn755Rf8/PPPeO211zBixAjcfffd+Ne//tWk22/fvr3R5XW/H5xOJwDO4Uixo7Wfq0kuA8rtBpiNZiQkHHn6q1pR0M5uRJLLDre7Q6vWRtGNv1cpVvC5SrGCz9Xo1NJ8rkXhYklJCfbt24eOHTvi+++/Dy2vrq4+6m12796NH3/8scEyg8GAjIyMBleTEhERUexZ9WYRSvJ96NTdipGTOToBUVPVzfkGAJIk6VgJUXwwGAy4/fbbceONN2LJkiVYtGgRJk2aBEVRMHXqVHz11Vfo1KlTaPsBAwZg4sSJCAQCMJvNYakhKysLWVlZAIDZs2fjwgsvxDPPPINBgwZh8uTJYTkGER1dcpoFnkIfvKUybHZjaM5FANC0ILweGQ6XGe7U8MytSkRERNSWtChcXLx4MW6//fZm3eavf/1ro8sdDgf27NmDjh07tqQkIiIiIqKYY7PZQl/7fJz3iShcXC4Xpk6diqlTp8Lj8WD37t0YMWLEEdt17doVM2bMCE3zEW5msxlPPvkkhg4dijfeeIPhIlErSMmwYX+uhJqDKorzJDjdIkSrANmnweuRYTQJcLpFpGTYjr8zIiIiImqgReHipZdein79+h2x/IYbbjjqbR599FGcffbZDZZVVlZizJgx2Lx5c1iGnyEiIiJ99BhgR6duVtiTWjzyOlGbUr9zkeEiUXh89dVXjS5fvXp1o8vdbnejQ5bOmDEjLFN6pKamAgAKCwtbvC8iOj6LzYjMrNrhg70eGd6yAJSABpNZgMNlhtMtIjPLCYuNU/YQERERNVeLzvx16dIFTqcTv/76K04++eTQcrvdftTb9O3b94hwsU5NTU1LyiEiIiKd9Rjo0LsEopjEcJEovJxOJ9atW4d169a1eF/Tp09vcrhYUlKCnTt34pxzzjli3Zo1awAAAwcObHFNRNQ0SckihmS7UJQnwVPoR8CvwWwR4E61ICXDxmCRiJrEL6koypNQWuCHImswiQKS01r/90hdHXm7qqHIQSS5DLrUQUQEtDBcBIBvv/0Wo0ePxsSJEzFnzhx07979uLdZvnw5vv76azzwwANwOp0IBoNYsGABsrOzW1oOEREREVHM4ZyLROFVUFCgy3HvvPNOLF68GI888gjuuOMOJCYmAqjtlrzzzjthMBg4JCpRK7PYjEjPtCM98+gXwhMRHU1FqYwd67zwemRUliuhDmhPoQ/7cyVkZjmRlCy2ah2eYj/UQBDldkOr10FEVEdo6Q7OO+88vPDCC1i1ahUGDhyIhQsXAgCuuuoq2Gw2fP/996GvN2/eDKD2aux58+ahR48eePvtt2EwGHDVVVchISGhpeUQEREREcUczrlIFB/mzZuH8847D7NmzUJycjJ69eqFTp064ayzzkJpaSkef/xxjB49Wu8yiYiIqAn8kood67wo2iuh8kAATrcZKek2ON1mVB4IoGivhB3rvPBLaqvW4WgvwN3V3Op1EBHV1+LORbPZjFtvvRWTJk3CpEmTMHnyZMyZMweCUJtbBoPBBv/v168f+vTpg927d+Pee+/FpEmTsHXrVjzxxBOh2xAREVFsKtxTA1+1CmuCEak92+ldDlHM4LCoRJGxdetWpKSkwO12t8rx3G43VqxYgY8//hgfffQRfv31V1itVpx00kmYMmUKevfu3Sp1EBERUcsV5UnwemSoiobOGTYIggEAYLYIsNmNKD60vihPimh39OF1SFLt1GIJCaZWrYOIqL4Wh4ubNm3Chg0bMH78eHz44YdYvXo1zjrrrAbb7N+/H9u3b8dvv/2G/Px8ZGRkoEuXLnj77bdx0kkn4bnnnsP06dPRuXPnlpZDREREOtq+1ouSfB86dbcyXCRqBoaLRJExYsQI/P3vf8dtt90GANi8eTPmzp0bWn/++edj0qRJYT2mIAgYM2YMxowZE9b9EhERUesqLfCjslyBM1kMBYt1BMEAp1uEtywAT6E/oqFetNRBRFRfi8PFp556Cu+88w7+8pe/YMyYMZg8eTICgQDMZjN+/PFH3Hvvvfjyyy8BAAaDAcFgEH379sXGjRthNpsxa9Ys3HDDDQwWiYiIiKjNOjxcDAaDMBgMx7gFEZ2IgoICvPbaa7BYLDAYDEhKSgp7uEhERETxQZE1KAENoqXx0fZEqwAloCHg19pEHURE9bU4XAwEAhg0aBAmTpyIRYsW4ZJLLoHb7ca5556L//3vf7jwwguxbNkyDB48GJ07d8aHH36Iyy67DN9++y3OPfdcAEBKSkqLfxAiIiLS35mXJkNVgjCaGIoQNUf9ORc1TYMsy7BYLDpWRBTfysrKkJCQgMmTJ2P8+PEN1lmtVkyePBkjR47UqToiIiKKBiZRgMksQPZrMDcS7Mk+DSaz0Oi6eKyDiKi+FoeLAJCUlIQZM2ZgxowZyMvLw6JFi/Dxxx9j8eLFyMnJabBt3eT11dXV4Tg0ERERRRGbPSxvLYjaHKvVilGjRsFqtcJms8Fk4muJ6ETdfvvt+PzzzwHUfu6cM2cO5s2bh8svvxxZWVkNtv3f//4Hg8GAhISE0DKv14tvvvkG+fn5rVo3ERERRZfkNAs8hT54S2XY7MYGQ5JqWhBejwyHywx3amQvCjy8jvpasw4iovrCftYiIyMD9913H+67777GD2gyYd++fejevXu4D01EREREFJMEQcDAgQP1LoMoLqSkpKBnz54AgF9++QVutxsZGRno2LFjo9vPnj0b99xzT+j79957DxMmTICiKAz6iYiI2rCUDBv250qoOaiiOE+C0y1CtAqQfRq8HhlGkwCnW0RKhu34OwtjHeYEFWaLgGpFadU6iIjqC8snpW+++abBUE4natGiRZz0noiIiIiIiE7Ygw8+GPra4XDglltuwW233QYA+Pjjj497+7ohiRkuEhERtW0WmxGZWU4AgNcjw1sWgBKoHYLU4TLD6RaRmeWExWY8zp7CW4enWIYaUNHObmzVOoiI6mvxJ6XrrrsOZ5xxRjhqQd++fcOyHyIiItLHhlVlKC+R0b6TiNNGdtC7HCIiombr2bMnPv30U1itVr1LISIiIp0lJYsYku1CUZ4ET6EfgUPzHrpTLUjJsLVaoFe/jn27FCiBIJJc9lavg4ioTovDxYsuuigcdRAREVEcKC+RUZLv07sMIiKiE5aZmYnMzEy9yyAiIqIoYbEZkZ5pR3qmPSrqsHes/cztdvOCXiLSD8d4ISIiorBp30ls8H8iarpNmzZh37598Pl8yMzMxIABA/QuiSgmvfnmm9ixYwcAwO/348MPP0RBQQGGDRsGs9kMAHj44YchiiL8fj8+/vhjeDyeRvfVtWtX3Hrrra1WOxERERERUSwIW7j41FNPIRAINJjfIj8//48DmUxITU0N1+GIiIgoCnEoVKITV1JSgp9//hkA0KlTJ52rIYpdH3zwAf73v/+Fvv/000/x6aefYtq0abj44osBAM8880xo/Zdffokvv/yy0X1lZWUxXCQiIiIiIjpM2MLFDRs2wOf7Yxg0VVWRnp4e+r5nz5745ZdfwnU4IiIiIqK4Un9+t/rvq4moeRYtWgRN0wAAHTp0wN/+9jfccsstMBqNWLlyJQBg3759sNvt6N69O2bOnInbbrut0X2ZTBzsh4iIiIiI6HAR/6Q0ceJE9O/fH5WVldi+fXuDdYIgID09HTabLdJlEBERERFFNYaLROFRN/QpABgMBpjNZlgslgbbuN1uJCQkwGAwICEhAR06sPOeiIiIiIioqVoULubm5uKHH34AAPz222+QZRkLFy6EzWbDRRddBAC49NJLcdlll2H8+PHo16/fEfvo3Lkzfv75ZyQmJrakFCIiIooCUpUCVQnCaDLAZme3B1FzMFwkIiIiIiIioljQorN+n332GaZNm9Zg2ZVXXom0tLRQuFjfSSedhOnTp4e+93g8eOihh7Bp0yacddZZLSmFiIiIosDqJaUoyfehU3crRk5O0bscopjCcJEoPFauXIl9+/YBAAKBAFavXg2TyYSBAwfqWxgREREREVGcaFG4OG7cOJx66qkAgJkzZ0KWZcydO7fBMDT1paWl4eabbw59rygKHnroIVRUVLSkDCIiIiKimFd/qgBJknSshCi2zZ8/H//73/9C3y9cuBALFy7EjBkzcM455xyx/T/+8Q+88sorRyz/8ccf0a5duwhWSkREREQnyi+pKMqTUFrghyJrMIkCktMsSMmwwWIz6l0eUdxrUbiYnJyM5ORkAIDL5YLP58OQIUMAAKqqHvf2gUAAGRkZSE1NbUkZREREFCX6DneixwA7rAl8I0/UXOxcJAqPefPm4e9//zsA4JRTTsHdd9+NSZMmweVyYf369Q22zc7OPurrTRCEiNdKRERERM1XUSpjxzovvB4ZleUKlIAGk1mAp9CH/bkSMrOcSEoW9S6TKK7pOhmSzWZDbm4uDAaDnmUQERHFn6A+h03tyQ4PohNVP1wMBAJQVRVGI4N6ouaqf/GqIAjo3Lkz+vTp02Cbhx9+GKIoYsqUKcjJyWntEomoFbGzhYgovvglFTvWeVG0V4KqaHAmixAtAmS/Bm+pjJqDtU1PQ7Jd/D1PFEEtChdVVYWiKKGvVVWF3++HwWAInQiRZRl+v7/B+qOxWCwtKYeIiIiIKGbVDxeB2u7FhIQEnaohim/PPPMMAOD2229nuEgUx9jZQkQUf4ryJHg9MlRFQ+cMGwShtnHJbBFgsxtRfGh9UZ6E9Ey7ztUSxa8WhYuvvPIKpk2b1mCZ1WpFeno69uzZAwC4+uqrj1h/NBUVFXA6nS0piYiIqE3iIABEsc9sNsNoNIamF5AkieEiUQvdeuutGDhwYOj7iy66CMGgTu39RNSq2NlCRBSfSgv8qCxX4EwWQ8FiHUEwwOkW4S0LwFPoZ7hIFEEtChcHDRqE+++/HwCwZMkSKIqC8ePHo3379qFtRo0ahZ49e2L58uXw+/0YO3bsUfcnirxajIiIKJblbq5EVYUCe5IJPQY69C6HKKYYDAYkJSVB07RjXpBHRE33j3/8Q+8SiEgn7GwhIopPiqxBCWgQLY3Pjy1aBSgBDQG/1sqVEbUtLQoXhw0bhmHDhgEA9uzZA5/PhyeffBIAQldc33DDDbjsssswfvx4VFRU4IUXXmhhyURERBStcrdUoSTfh07drQwXiU7ADTfcoHcJREREcYGdLURE8ckkCjCZazvRzY0EjLKvdgjsxtYRUfjwFUZERERERERERHGFnS1ERPEpOc0CR3sTvKUyNK3hcPeaFoTXI8PR3gR3qkWnConahhZ1LhIRERHVN3Jyit4lEBERERGxs4WIKE6lZNiwP1dCzUEVxXkSnG4RolWA7NPg9cgwmgQ43SJSMmx6l0oU11oULr7xxhu47777AADl5eUAgJSUFPTp0weff/75EdsXFxdj4cKFRyw//fTTkZaW1pJSiIiIiIiIiIiIANR2tngKffCWyrDZjQ2GRg11trjM7GwhIooxFpsRmVlOAIDXI8NbFoASqL1gxOEyw+kWkZnlhMVm1LlSovjWonCxS5cuOOeccwAA3377LTRNw1lnnXXUoHDbtm248sorj1i+ePFihotERERE1ObJsozq6mr4fD6IoogOHTroXRJRzNqwYQOSkpLQq1cvvUshIh2ws4WIKH4lJYsYku1CUZ4ET6EfgUNd6u5UC1IybAwWiVpBi8LF7OxsZGdnAwDGjx8Pn8+Hd955BwCgqiqA2hMkfr8fs2fPxowZMxrdDz/sERERERHVhiHffvstACAzMxNjxozRuSKi2HXeeedh1KhReO+99/QuhYh0wM4WIqL4ZrEZkZ5pR3qmXe9SiNqkiM+5ePXVVwMAevbsiV9++SXShyMiIiIdrf7gd5QW+pGcasGZ4zrqXQ5RzLHZ/uiekCRJx0qIiIhiXzR1tvglFUV5EkoL/FBkDSZRQHIaO2yIKPbw9xkRAREMFwVBwCOPPBL63uVyRepQREREFCWkahXVXgX2pIhfv0QUl6xWa+hrn8+nYyVERETxIRo6WypKZexY54XXI6OyXAl1UHoKfdifKyEzy4mkZFG3+oiImoq/z4ioTtjO/L3++usIBoOh7w0GA2bPnh2u3RMREVEM6NLDBrvThES3We9SiGISw0UiIqL44pdU7FjnRdFeCaqiwZksQrQIkP0avKUyag7WTis0JNvFjh8iimr8fUZE9YUtXGzXrl24dkVEREQxqt+IJL1LIIpp9cNFDotK1HI//fQTbrnllhO67dy5c2GxWMJcERG1NUV5ErweGaqioXOGDYJgAACYLQJsdiOKD60vypM4bxgRRTX+PiOi+iI2Ztl9992HgoICvP3220es0zQN3377Lf73v/+hY8eOuP/++yNVBhERERFRzKg/56Lf70cwGITBYNCxIqLYtnfvXsyfP/+EbvvPf/6T4SIRtVhpgR+V5QqcyWLoRHwdQTDA6RbhLQvAU+jnyXgiimr8fUZE9YUlXPzXv/6F4uJiPP3006Fle/fuxZ49expsV1ZWhv/85z/497//jYKCAlitVowePTocJRARERERxbz6nYvBYBB+v7/BMiJqnmHDhuGuu+46odsyWCSicFBkDUpAg2gRGl0vWgUoAQ0Bv9bKlRERNQ9/nxFRfWEJF9etW3dEkHi4+++/H88//zwCgQDGjBmD5557DqNGjeJwqkRERHHkQLEfsk+DaBXg6syTskTNdXiY4fP5GC4StUDXrl1xxRVX6F0GRZBfUlGUJ6G0wA9F1mASBSSnWZCSYeN8TxQVTKIAk7l2TjJzIyfkZZ8Gk1lodB0RUTTh7zMiqi9iw6IezmKx4IEHHsDUqVPRpUuX1josERERtaIfPj2AknwfOnW3YuTkFL3LIYo5giDAarXC5/MBqJ13MSkpSd+iiIiiVEWpjB3rvPB6ZFSWK1ACtSc1PYU+7M+VkJnlRFKyqHeZ1MYlp1ngKfTBWyrDZjc2GEpQ04LwemQ4XGa4U3lhHhFFN/4+I6L6Wi1cfPTRR1vrUEREREREMat+uFj3fyIiasgvqdixzouivRJURYMzWYRoqe2m8JbKqDmoAgCGZLvYwUi6SsmwYX+uhJqDKorzJDjdIkSrANmnweuRYTQJcLpFpGTYjr8zIiId8fcZEdUX0XAxNzcXF1544XG369ixI+6//36cfPLJkSyHiIiIIuzUP7tCw6IS0YmpPwwqw0WiE2exWGA2m/UugyKkKE+C1yNDVTR0zrCFuifMFgE2uxHFh9YX5UlIz7TrXC21ZRabEZlZTgCA1yPDWxYIddk6XGY43SIys5wMwYko6vH3GRHVF9Fw0e/3Y9euXcfcJhgM4rPPPkNZWRk++uijSJZDREREEcZ5FolabtiwYfD7/bDZbEhJ4fDCRCfK4/HoXQJFUGmBH5XlCpzJYoNh2QBAEAxwukV4ywLwFPoZLpLukpJFDMl2oShPgqfQj8Ch+crcqZwflIhiC3+fEVGdiIaLmZmZ2Lhx43G3GzduHDZv3hzJUoiIiIiIYsJJJ52kdwlEceGzzz6D2+3GoEGD9C6FIkCRNSgBDaKl8dESRKsAJaAh4NdauTKixllsRqRn2hl2E1HM4+8zIgKAVhuz7LPPPjtq0Gg0GiFJUmuVQkRERERERHHu0ksvxeOPP97ourVr1x53lB2KbiZRgMlcO8diY2Rf7TBt5qOEj0REREREdOJa7V32008/jVNOOQV9+vTBI488gt9++y20bsKECfjggw9aqxQiIiKKkG3fVeC7paXY9l2F3qUQEREd1ciRIzFr1iy9y6AWSE6zwNHeBG+pDE0LNlinaUF4PTIc7U1wp3LIdiIiIiKicAtLuHjTTTfhwQcfPOY2H3zwARYuXIj+/fvjqaeeQs+ePTFt2jR4PB6MHz8eWVlZ4SiFiIiIdLQ/V0Lulirsz+WIBERERBQ5KRk2ON0ijCYBxXkSqr0KAn4N1V4FxXkSjCYBTreIlAyb3qUSEREREcWdsMy5+Oc//zn09VdffYWqqircc889qKqqAgB89913yMzMxIQJEzBhwgT8/vvvmDVrFl5++WXs27cPK1asCEcZREREpDNbghEJThNsCZzEnehEFRUVYfPmzZAkCQ6HA9nZ2XqXREQUdSw2IzKznAAAr0eGtywAJVA7FKrDZYbTLSIzywmLje9JiIiIwskvqSjKk1Ba4IciazCJApLTLEjJsPHvLlEbEpZwsb4XX3wR+/btw4YNGxAMBvG3v/0Ns2fPxtVXX40333wTANCxY0e89NJLuO222yCKYrhLICIiIp2cOa6j3iUQxbyqqips3rwZAOB2u3WuhogoeiUlixiS7UJRngRPoR8BvwazRYA7lSc4iYiIIqGiVMbW1eUozJVQ8bsMJRCEyWxAUkcRqT1s6H9meyQl83w/UVsQ9nCxTmVlJSZNmoRvvvkGr7zyCqZMmXLENgMGDIjU4YmIiIiIYpLVag197fP5dKyEiCj6WWxGpGfakZ5p17sUIiKiuOaXVPz4WRl2/1gJv6TCIAAIAqoKFO+TUF4iQ/ZrOGNsR17gQ9QGtChc3LhxI5566qkGy9atW4fq6mqceuqp2L17N8466yysWrUKq1atOua+BEHA22+/3ZJy6DgURYHJFLE8mYiIiIjCgOEiUfjk5ubipZdeOmJ5IBA46ro6U6dO5ecnIiIiokN+3VWNvO3VqD6owNpOgM1hgtFogKoGIVUqqD6oIG97NbqdVI1egxP1LpeIIqxFn5TKysrw1VdfNVhWXl4Ov9+P8vJyAMCGDRvgdDqPuy+jkVczREIgEMCsWbOwePFi5OXlYcCAAZg3bx5OP/10vUsjIiIiokbUDxcVRUEgEIDZbNaxIqLYtXHjRkybNq3Z6wBg0qRJDBeJiIiIDsndUoWqigDMogGJHUQYDLXLjSYDzKIIVfGjqiKA3C1VDBeJ2oAWfVLKzs5GUVFRg2Xjx4/Hpk2bcOWVV+L1119HUVERRowYgVtuuQXnn38+DHW/dahVzJgxA9u2bcNbb72Fbt264eGHH8Yll1yC3bt3w+Vy6V0eERHFmVVvFqEk34dO3a0YOTlF73KIYlL9cBGo7V5kuEjUfDNnzoQsyyd8e77uiIgiyy+pKMqTUFrghyJrMIkCktM4ZypRtKoolSFLGpI6/REs1jEYAJvDhIrfZXg9AX0KJKJWFZHLMJOSkjBnzhw8+uij+OKLL/Dqq69i1KhR+NOf/oTZs2fjqquugiAIkTg0Heaxxx6DzWaDKNZOpPvII4/g//7v//DNN99g7Nix+hZHREREREcwm80wmUxQFAVAbbjocDh0rooo9syaNUvvEoiI6CgqSmXsWOeF1yOjslyBEtBgMgvwFPqwP1dCZpYTScmi3mUSUT2hPDF4lA3qlgePtgERxZOIJnyCICA7OxvvvPMOtmzZgl69emHSpEk4++yzcfDgwbAf7/vvv8err76Kt956C1u2bAn7/sMhGAxi+fLl+Ne//oU9e/Ycc1tN0/DTTz/h1VdfxY8//ghVVZt9PKfTGQoWAaBLly5o164d5+8hIqKI6DHAjgFnJqHHALvepRDFNM67SERERPHKL6nYsc6Lor0SKg8E4HSbkZJug9NtRuWBAIr2Stixzgu/1PzzYEQUOc5kEaLVCKlSRfCwADEYDEKqUiHajLwwgKiNCHvn4ssvv9xoCJaZmYmPP/4Yr732Gnr37o3ExPCNu/zbb79h3Lhx+OGHHxosHzNmDF599VUkJyeH7VgnKj8/H88++yw++eQT/PLLLwCAnj17omfPno1uv337duTk5GDv3r2hZenp6Vi6dCn69+8fWlZdXX3UYyYkJByxbOvWraiursbgwYNP9EchIiI6qh4D2V1FFA5WqxVVVVUAGC4ShUsgEEB+fj5yc3Oxd+9eBINB9OjRAz169ED37t05DCoRUSspypPg9chQFQ2dM2wQhNp+KLNFgM1uRPGh9UV5EtIzedEiUbT40wA7Cn+pRsXvARwsU2CzG2E0GaAqtcGiImtI6mhGBi82JmoTwh4uJiUlHXP9ddddF9bjbdmyBRdccAH8fj/mz5+P8847DyUlJfjHP/6BZcuW4eabb8YHH3zQpH298cYbAIBrrrnmuNsWFBTgb3/7G5577jlYLJbjbr9nzx6sXLkSRqMRSUlJqKioOOq2kiTh4osvxq+//ooXX3wRo0ePxqpVq3DbbbdhzJgx2L59eyg47NGjB/x+f6P7KS4uPqK2xx9/HH/+85/Rp0+f49ZMRERERPqw2WyhryVJ0rESotgXCAQwf/58PPbYY/B4PI1u43a7MWvWLEybNq3ByC9ERBR+pQV+VJYrcCaLoWCxjiAY4HSL8JYF4Cn0M1wkiiLdT0rAb30d2O07CL+koqrij+7FYDCIdokmpPd1oPtJRza8EFH8icici60pIyMDw4cPx2OPPYZ+/foBAHr16oXhw4ejf//+WLJkCXbs2IHMzMzj7mvlypV49913YTAYMHny5KNuV1BQgHPPPReSJOGBBx5A9+7dj7vv888/Hzt37gQA3HLLLZg/f/5Rt33llVewb98+zJo1C7feeisA4KabbsLvv/+OWbNm4eWXX8b06dMB1AaITbVs2TJ8+OGHWLt2bZNvQ0REREStj8OiEoVHcXExzjrrrNDoMf379w91KhoMBuzbtw+5ubnYunUr7rzzTsydOxeffPIJTjrpJJ0rJyKKX4qsQQloEC2Nz9YkWgUoAQ0Bv9bKlRHRsVhsRgzJdsEsGlCUJ+FAiQw1EITRbICrk4iUDBsGnNUeFptR71KJqBXEfLjocDga7Uw0Go0YO3Ysdu7ciS1btjQpXHzjjTegaRquu+46GAwGTJo06Yht6geLX331VZOCxeZ67733AABTpkxpsHzKlCmYNWsWFi5cGAoXm2rr1q24+uqr8eyzz+KUU04JV6lEREQNFO6pga9ahTXBiNSe7fQuhyhmtWvXDjabDTabjUM1ErXAzTffjF9++QXZ2dmYM2cOsrKyGt3u+++/x8MPP4xVq1Zh9OjR2L59e4MOYqLj8UsqivIklBb4ocgaTKKA5DQLUjJsPMlKdBiTKMBkFiD7NZgbCRhlnwaTWWh0HRHpKylZxLDRbhTlSfAU+hE49Dp2p/JvHlFb0+JwsaKiAl9//XWLC3E4HDjvvPNavJ/66oYObepQUkajEW+99RYA4Nprr4XBYMDEiRND6w8PFo82X2JLaJqG9evXo3fv3sjIyGiwLjU1Ff3798cPP/yAQCDQ5BNNu3btwqhRo3D99deHOiGJiIgiYftaL0ryfejU3cpwkagFRo0ahVGjRuldBlFMW7hwIZYuXYozzzwTK1asgNF49JNdw4YNw/LlyzFq1Ch8+umnmD9/Pu66665WrJZiWUWpjB3rvPB6ZFSWK1ACtcGIp9CH/bkSMrOcSErmcLtEdZLTLPAU+uAtlWGzGxsMjappQXg9MhwuM9ypx5+GiIhan8VmRHqmncMWE7VxLQ4Xc3NzMXbs2BYX0q9fP2zdurXF+6lv48aNAIABAwY0+TZ1AaPBYAjNvThx4sRQsFhTUxOxYBEAfv31V/j9fnTt2rXR9Wlpadi6dSvy8vLQu3fv4+5vy5Yt+POf/4yhQ4di6tSp+PHHHwEAJpMJAwcOPO7tKyoqQvNDBgIBBIPBo85T0tq8Xq/eJRAB4HORooOiqA2+P1hZCY9HafU6ampqIMsKamq0qPl7Qa2PvxcpmvD5GH1UVT1m0BcuCxcuhCAIePvtt5t0vLptu3fvjvfff5/hIjWJX1KxY50XRXslqIoGZ7II0VLbkeUtlVFzsPY92pBsF7s5iA5JybBhf66EmoMqivMkON0iRKsA2afB65FhNAlwumuHWCQiIqLoFLZhUWfOnIkRI0YAqO3wu/3224+7LC8vD3fddRdmzpyJCy64IFylAKidm+bbb7+F3W5H3759m3Vbo9GIN998E0BtB2NpaSlefPHFULDYq1evsNZaX3l5OQCgQ4cOja6vW1633fHMnDkTsizj22+/xdlnnx1a7nK5kJube9zbz507F48++ugRxyciImrMqaMc0NQgBKPh+BsTERFF0JYtW9CzZ8+jXrjZmOTkZPTv3x9btmyJYGUUT4ryJHg9MlRFQ+cMW6gDy2wRYLMbUXxofVGexA4PokMsNiMys5wAAK9HhrcsEOr4dbjMcLpFZGY5GcgTERFFsbCFi0OHDsUll1wCAPj555+btGzz5s2hZeEeEvWFF15ASUkJ7r//flit1mbfvi5gDAQCuOuuu+B2u7FmzZqIBotAbSgK1A4T2xins/bNV1OHel2xYkWL6pk+fTquu+46AMDIkSNhNBrhdrtbtM9wi7Z6qO3ic5H0ZDJ5APzRqZjocMDtTmr9QvgyoHr4e5GiCZ+P0aM1uhYBoKys7IQ+Zw4cOBDr16+H3++HxcIh+ejYSgv8qCxX4EwWGwztCACCYIDTLcJbFoCn0N9q4SLnf4xOfFwaSkoWMSTbxXnbiIiIYlTYwsVoUlZWhieffBJ2ux0zZsw44f0UFxdj06ZNEEURBw4cwPfff9+koUhboi4IraysbHR93bBONlvrDA2RlJSEpKQkAGjyHI9ERERE1DLBYBA+nw8+nw+BQAAdO3bUuySimKMoClwuV7NvVzdai6IoDBfpuBRZgxLQIFqERteLVgFKQEPAr7VKPZz/MTrxcWkc520jIiKKXXEXLqqqiiuuuALl5eV49dVXT3gYz8LCQpxzzjmQJAlbtmzBY489huuuuw6CIGDixIlhrvoPdUHegQMHGl1ft7xuOyIiIiKKPyUlJXj99dcBABaLBdOnT9e3IKIYtXPnTrz00kvNus3GjRsjVA3FI5MowGSunWPR3EjAKPtqQ6TG1oUb53+MTnxciIiIKB7FXbh499134/PPP8c111yD66+//oT2UT9Y/Oqrr9CzZ0+88cYbAGrnYDQYDLj66qvDWXZIt27dIIoiCgoKGl1fUFAAo9GIjIyMiByfiIioJTasKkN5iYz2nUScNpLz9BKdqPrD+vv9fmiaBkGI/IlponizZs0arFmzRu8yKI4lp1ngKfTBWyrDZjc2GBpV04LwemQ4XGa4UyPfBcv5H6MTHxciIiKKR3EVLs6bNw/PP/88Bg8ejP/3//7fCe1j//79OPfccxsEi0DtvCB1AeM111wDg8GAq666Kmy11zEajRgyZAjWrl2LX3/9Fd26dQutKy4uxtatWzFkyBCIYtsbLoOIiKJfeYmMknyf3mUQxbzD5wz3+/2tNiw+UbyYOXMmZFk+4dtzWghqipQMG/bnSqg5qKI4T4LTLUK0CpB9GrweGUaTAKdbREpG5H+HR+P8j8THhYiIiOJT3ISLzz33HKZPn46TTjoJK1euRLt27Zq9j/379+Occ85BdXV1g2CxTv2AcfLkyTAYDLjyyivDUn9948aNw9q1a/Hmm2/iwQcfDC1/6623EAwGcfnll4f9mEREROHQvpPY4P9EdGIsFgsMBgOCwSAAwOfzMVwkaqZZs2bpXQK1ARabEZlZTgCA1yPDWxYIzafncJnhdIvIzHK2ynCX0Tb/I9Xi40JE4eKXVBTlScjbVQ1FDiLJZUBymgUpGTYOq0xErS4uwsWnn34aM2fORHp6OlauXAmz2YySkpIG23To0AEm07F/3CuvvDIULPbq1avRbQ4PGE855RT07t37uDX6/f7Q14qiAABkWQ4tN5vNoaGubr75ZvzrX//Co48+ioyMDIwePRqrVq3Cgw8+iI4dO2LatGnHPR4REZEeOBQqUXgYDAZYrVZIkgQAkCQJ7du317kqIiJqTFKyiCHZLhTlSfAU+hE4NP+iO7V1T/hG0/yP9Ac+LkQUDhWlMnas88LrkeEp9kMNBFFuN8BT6MP+XAmZWU4kJfMiXyJqPTEfLn7wwQeYOXMmgNrOw/T09NAV3vVt2rQJAwcOPOa+Xn75ZRgMhqMGi3XqAsaJEyc2KVgEjhzaCgAmTJgQ+vq1117DtddeCwBwOBxYsmQJcnJyMHHixNA2HTp0wJIlS+B0Opt0TCIiIiKKXfXDRZ+Pww0TEUUzi82I9Ey7rsNaRtP8j/QHPi5E1FJ+ScWOdV4U7ZWgKhoc7QWYLALMRjO8pTJqDqoAgCHZLnYwElGriflwsVOnTpgxY8Zxt0tOTj7uNn369GnycY1GI0aPHt3k7Y9XY9++fRt8n5WVhdzcXHzzzTfYuHEjBg0ahLPOOguJiYlNPiYRERERxa76F6cxXCQiouOpm/+xslzBnk1VEIyAYDBACwahqYA9ydRq8z/SH6JpXk4iik1FeRK8HhmqoqFzhg2SVAMASEgwwWY3ovjQ+qI8iXO3ElGriflw8fTTT8fpp5+udxnH9fTTTzf7Ng6HAxdddBEuuuiiCFREREQUflKVAlUJwmgywGaP+bcZRLpiuEhERM1hsRmR1rsd8rZXwVetoPqgCk0NQjAakJBohKWdgLTe7djV0sqiaV5OIopNpQV+VJYrcCaLDbqfAUAQDHC6RXjLAvAU+ttUuFg3B2VpgR+KrMEkCpyDkqgVhe2s36OPPor58+cDAKqrq5u0rLKyMrRsxYoVePnll8NVDhEREelg9ZJSlOT70Km7FSMnp+hdDlFMs9n+6GCoGx6ViIjoaPySioLdNTCbBdgSjEhINMEgGBDUgtDUIMxmAQW7a9Cpm5UnXVtZtMzLSY2rCyjydlVDkYNIchkYUFBUUWQNSkCDeJS5WUWrACWgIeDXWrky/dSfg7KyXAldtME5KCkaxWsQ3uJw0Wq1ol+/fggGgyguLg4tb+4yj8fT0lKIiIiIiOIGOxeJiKg56obNA4LoMchxxNx+HDZPX9EwLycQvyc4T1T9gMJT7IcaCKLcbmBAQVHFJAowmQXIhy5MOJzsqw3WGlsXjw6fg9KZLEK01N4/nIOSok08B+EtDhf79u2LrVu3hqMWIiIiinF9hzvRY4Ad1gS+gSdqKYaLRETUHBw2j44nnk9wnojDAwpHewEmiwCz0cyAgqJKcpoFnkIfvKUybPaGz0VNC8LrkeFwmeFOtehUYeuqu5hG9qlol2jCgWI5ND1LO4cRNQcVXkxDUSHeg3BOhkRERERhk9qznd4lEMWNjIwMWCwWWK1WdOjQQe9yiGLSqlWrMHfuXNhsttC/hISE0D+n0wmn0wm32w23241u3bqhY8eOepdNdEKibdg8DjUZXeL9BOeJqAsoVEVD5wwbJKkGAJCQYILNbmS3L0WNlAwb9udKqDmoojhPgjlBhdkioFqpDdGMJgFOt4iUDNvxdxYHSgv8KCuqDRervQr8Pg2aEoRgMqC6QoBgNEBVZV5MQ7o7/O9M3cVfZosQF39nGC4SEREREUWhtLQ0pKWl6V0GUUwrKirC8uXLMXjwYPj9fvh8PtTU1KCqqgo1NTXQtCNDFqfTiaysLNxxxx0YPXq0DlUTnZhoGjaPQ01Gn3g/wXki2O1LscJiMyIzywkAh36vylADKtrZjXC4zHC6RWRmOdvMhQG+KgXlv/thgAEwALYEI4wmA1QlCKlahQFAdaUCqVLRu1Rq4+L97wzDRSIiIiIiIoprq1evRkJCQoNlwWAQVVVVKC8vh8fjQXFxMXJzc/Hjjz9iyZIl+Pzzz7F+/XoMHjxYp6qJmufwYfMOn3OxtYbN41CT0SneT3CeiGjr9iU6lqRkEUOyXSjKk7BvlwIlEESSyw53atvrCK+uVKEGAIMhiPadzDAYan+nGU0GmC0GlJcEEARQU6nqWyi1efH+d6bF4eLcuXNRWlqKxx9//IRuf/311yMvLw9ffvllS0shIiIineVurkRVhQJ7kgk9Bjr0LoeIiOioDAYDHA4HBEGAqqo45ZRTQusefvhh9OrVC1988QXDRYoZhw+b53SLEK0CZJ/WqsPmcajJ6BTvJzhPRDR1+xI1hcVmRHqmHfaOtfOxu91teOoEQ7Dui8NXAKhdFwSRvuL970yLw8U1a9Zg3759DcLFRx55BF9//XWj2/fp0wfz588PfV9ZWYmKioqWlkFERERRIHdLFUryfejU3cpwkYiIot6qVatw8803w+12Y/369aEr3//0pz9BFEX4/X6dKyRqusOHzfOWBaAEak9ateaweeyQi07xfoLzRBze7Vtfa3b7ElHzJCSaYDQKMBiAygMBWOsNi+qrVmE0CQgGa7cj0lO0jCoRKRF5hW3fvh0//PADBg0a1GD5zp07UVVVFYlDEhERERHFlUAggG+//RY+nw8+nw8XX3wxzGaz3mURRb1ff/0VVqsVHTt2POo2fr8f99xzD1588UX06tULc+bMCQWLQO3rz+fzQRQ5JxzFlvrD5nkK/QgcCpJac9g8dshFp3g/wXkiDu/2NSeoMFsEVCtKq3b7ElHzWBOMcHUS4fep0NQgfDW1/xeMBljaCRAEAyw24xEXDRC1tmgZVSJSIhbfn3TSSVi9enWDZePHj8e+ffsidUgiIiLS2cjJKXqXQBQ3DAYD1q9fH/pekiSGi0RN8Oyzz+L555/HsGHD4HK5jli/Z88eXH755di2bRtmzZqFBx98EBZLw5PpHo8H/fv3x6mnntpaZROFTd2weXp1BbJDLjrF+wnOE3F4t6+nWIYaUNHObmzVbl8iap7aiyVEVJQG0M5hRE2lCk0JQjAZQt8nJbetiyUoOkXLqBKRwt5gIiIiIqIoZDKZYDabEQgEAAA+nw+JiYk6V0UU/a677jqYzWZ88MEHWLt2LQDgmmuuwT333IMRI0agpqYGkiRh9erVGD58eKP7SElJwZYtW1qzbKK4waEmo1O8n+A8UfW7ffftUqAEgkhy2Vu125eImqf+xRL+GhWuTg0vlhAtbe9iCYpe0TCqRKQwXCQiIiIiilJWq7VBuEhExzdw4EAMHDgQTz31FLZs2YJ3330X8+fPxwcffIDzzz8fzz33HHbs2AGjMXY/yBNFMw41Gb3i+QRnOAQBBIO1/4jo6PySiqI8CaUFfiiyBpMoIDmt9X6P1F0soQY07N8rIW9bFZRAECazAe07iejY1dImL5ag6KX3qBKRwnCRiIiIiChKWa1WVFZWAqgdFpWImmfAgAEYMGAA/vrXv2Lu3Ll44okn8MILL2D+/Pl6l0YUtzjUZHSL1xOcJ6qiVMaOdd5Dz1U/1EAQ5XYDPIU+7M+VkJnlRFIy598lqlP/NVNZroQ6oPV4zdRdCFB3PUDwsOVEFFkMF4mIiChsVn/wO0oL/UhOteDMcR31Loco5tlsf3R1sHORqPl2796N5cuXAwAcDgduuOEGdO7cGc8999wxb3f66adzvkWiFuBQkxQL/JKKHeu8KNorQVU0ONoLMFkEmI1meEtl1BxUAQBDsl18zhLhyNeMM1mEaKmdY7c1XzN1dZQW+GEwAH/qb29QR2mBHzvWefnaJYqwsISLe/bswaWXXhr6fv369aipqWmw7GjL169fj+rqatxwww145ZVXwlEOERER6USqVlHtVWBP4vVLROFgtVpDXzNcJGq+jRs3Yvr06c2+3d///neGi0QtVNchZ+9Y+/fL7e6gc0VEDRXlSfB6ZKiKhs4ZNkhSDQAgIcEEm92I4kPri/IkdnoS4cjXjCAYAABmi9Cqr5loqYOorWvxmb8uXbqgc+fO2LVrV2hZYmIiEhMTGyw72vK6ZXv27GlpKURERKSzLj1ssDtNSHSb9S6FKC4wXCRqvmAwCIPB0GBZVVUVEhISQt9/+OGHGDt27BHLgdoORyIiin+lBX5UlitwJouhcKKOIBjgdIvwlgXgKfQzoCBC9LxmoqUOorauxeHi8YaTAWo/3P3+++9ISkqCxWIBUNux6PF4MHr06JaWQERERFGi34gkvUsgiiv1w0XOuUjUNE8++SQ+//xzTJo0CYFAQO9yiIgoSimyBiWgQbQIja4XrQKUgIaAX2vlyoiiU7S8ZqKlDqK2rsXh4ty5c/H9998fsXzw4MGYOXMmAODgwYPo3LkzFi9ejMsuuwwAsHTpUsyfPx+lpaVHXFVKREREREScc5HoRFitVmzZsgXXX3+93qUQEVEUM4kCTObaedrMjYQUsk+DySw0uo6oLYqW10y01EHU1rX4FbZmzRp88skn2LVrV+jf8uXLsXr16mPe7qyzzkJZWRm2b9/e0hKIiIiIiOISh0Ular67774bv//+O7Zs2YKbb75Z73KIiChKJadZ4GhvgrdUhqYFG6zTtCC8HhmO9ia4Uy06VUgUXaLlNRMtdRC1dS3uXARqg8Jly5aFvh8/fjyqq6vh9/sB/HEiRJbl0LJTTjkFRqMRX3/9Nfr16xeOMoiIiEhnB4r9kH0aRKsAV2e+kSdqKavVCoPBAJvNBlEU9S6HKGYYDAb0798f5557Ll566SXcfPPNMJv/mA/4119/BYAjlgO1n1/fe+897Nq1C08++SQ6d+7crGMHg0G8+OKLeP311/HLL7+gQ4cOOPXUUzFnzhz07t275T8cERGFRUqGDftzJdQcVFGcJ8GcoMJsEVCtKPB6ZBhNApxuESkZtuPvjKgNOPw143SLEK0CZJ/Wqq+ZaKmDqK0LS7jYmOXLlze40hoArr766iO2+/rrr3HbbbdFqgwiIiJqRT98egAl+T506m7FyMkpepdDFPN69+6Ne++9l9MIEJ2gpKQkDBo0qNERc462vF+/flBVFZs2bWp2x3B1dTUmTpyIDz/8EIMHD8b48eOxZ88eLFq0CEuXLsUXX3yB4cOHn/DPQ0RE4WOxGZGZ5QQAeD0yPMUy1ICKdnYjHC4znG4RmVlOWGxGnSslig6Hv2a8ZQEogdohSFvzNRMtdRC1dRELFwcMGIA77rjjmNu8//77+PrrryNVAhERERFRTBMEzhNC1BIXXHABLrjgglY73uLFi7Fs2TK88MILuP3220PLFyxYgIkTJ2LatGnYvHlzq9VDRETHlpQsYki2C0V5EvbtUqAEgkhy2eFOtSAlw9Ymwwm/pKIoT0JpgR+KrMEkCkhOa7v3BzVU/zXjKfQjcGjew9Z+zURLHURtWVjCxZqaGuTn54e+r66uRrdu3TB16lRomobKyspGb6dpGpYvX46ff/4Zffr0CUcpREREpKNT/+wKDYtKRETU1lx77bU49dRT0bdv3wbLr776avzrX//CTz/9hOLi4mYPtUpERJFjsRmRnmmHvWNtt7rb3UHnivRTUSpjxzovvB4ZleVKqBvMU+jD/lwJmVlOJCVzqP62ru41k55pZx1EbVhYwsUvvvgC6enpDZZdfPHFAICtW7di0KBBx7z9119/zXCRiIgoDnCeRSIiimYVFRXIz89H//79Q53BeXl5+OWXX9CrVy9kZGQAqJ2TcceOHTjnnHOOmO7jeA4PFutkZmbip59+wp49exguEhFR1PFLKnas86JorwRV0eBMFiFaBMh+Dd5SGTUHVQDAkGwXu8KIiKjl4eLDDz+MadOmHbHc7XYDAHr06IHPPvvsqLe/+uqr8c033+Cmm25qaSlERERERHFH0zT4/X5IkgSHwwGz2ax3SUQx46OPPkK/fv1CF8OuXLkSV155JaqqqpCQkAAAuPPOO7Fs2TIAwIQJE7Bw4UKUlJTgwgsvxIIFC3DVVVeFpZbffvsNANC9e/ew7I+IiCicivIkeD0yVEVD5wwbBKF2zm+zRYDNbkTxofVFeRI7xYiIqOXhYv/+/Y+53m634/zzzz/q+gULFiA1NbWlZRARERERxaV///vfqK6uBgBMmjSJ752JmuGqq67CP//5T9x8881H3WbRokWoqKjAE088gXnz5uGNN96Ay+UCAFRVVYWlDk3TsHHjRiQlJaFr165Nus3ROiBzc3ORnp4Or9cbltpOlOzTUPpbAAeKFChyECbRAFeKCcldzRwenRrQ+7lK1FRt/bmat6sanmI/HO0FSFLNEevNCSo8xTL27VJCQ8iSPvR+rvI9ADWV3s9VOjZVVWE0nngneliGRW2JYwWPREREFFu2fVeBg54AEt1m9BuRpHc5RHHBYrGEwkWfjydyiMLNarWic+fO6Nu3L4LBIBRFQWJiIgBAkqSwHOONN97AwYMHGx31JxZVHlCw5ycJlWUaqg+qUANBGM0GlBcp+D1fRs9TbHC4dD/dQEREzaDIQaiBIEyWxsMhs0WAGlChBIKtXBlFE74HIKI6EXul19TUYOLEiZg5cyaGDx8OANi8eTOuv/56dO3aFePGjcM111wDoLb78S9/+QuHRiUiIopx+3MllOT70Km7leEiUZjUn++N4SJReFRUVEBRlAbLioqKAACCIISGTA1HuOjz+fDwww9DFEX89a9/bfLttm/f3ujyuo5Gp9MJ4I8pSVqLX1Kxe+0BHCwxQlUM6JhqazAn18ESAUU/G9Eluz3n5KIGWvu5So3zSyqK8iSUFvihyBpMooDkNAtSMmx8zR7SVp+rSS4Dyu0GmI1mJCQcecq4WlHQzm5EkssOt7uDDhXS4fgegGJFW/29Gu1a0rUIhDFcvPfee6GqKp555hkAQCAQwP/+9z9MmjQptM3+/ftx+umnY9OmTbj22mvRq1cvDB8+HBUVFfjiiy8YLhIREcU4W4IRCU4TbAn8IEEULjabLfR1uLqoiNq6tLS0Rpd36dIFNpsNqqoCqP1c21KzZs3Cb7/9hnvuuafJQ6JGM87JRRS7Kkpl7Fjnhdcjo7JcgRLQYDIL8BT6sD9XQmaWE0nJot5lkk6S0yzwFPrgLZVhsxtDv98BQNOC8HpkOFxmuFMtOlZJeuJ7ACKqL2zh4r59+4648vNwF154IS688ELk5eXhT3/6E/bv3w+g9orLmpojx/ImIiKi2HLmuI56l0AUd9i5SNQ8y5cvx/r16wEAsizjo48+QnFxMQBg27ZtAIBHH30UFkvDk6Pt2rXDyJEjAdRexSsIAmRZblEtb7/9Nv75z3/itNNOwxNPPNGifUWL0gI/KssVOJPFBieeAUAQDHC6RXjLAvAU+nlikagevTsG/ZKKHeu8KNorQVU0OJPFBh1HNQdrL6oYku1qtY4jve8Taiglw4b9uRJqDqoozpPgdIsQrQJknwavR4bRJMDpFpGSYTv+zigu8T0AEdWnywDIBkPDXz4Oh4NXYRMRERERNYLhIlHzfPLJJ5g3b17o+48++ggfffRRg23uueee0NCnRyOKYqiD8URs2LABN9xwA9q3b49FixZBFOOjG0iRNSgBDeJR5uQSrQKUgIaAX2vlyoiiV0WpjC3flKMoT8KBEjnUMejqVBvUDDirfcQ7BqOt44hdlNHHYjMiM6t2yG2vR4a3LBB6XBwuM5xuEZlZTga/bRjfAxBRfREPF//73//i22+/bbDst99+A4DQhzmr1driK0KJiIiIiOIRw0Wi5nnqqafwt7/9DQCQmpqKOXPm4PrrrwcAvP/++5g6dSpWrVqFrKwspKSkHHU/mqbBZDqxj8w//fQTLrzwQgiCgKVLlyI9Pf2E9hONTKIAk7m228ncyMlF2Vd7IrqxdURtkV9S8eNnB7D7x4PwSyoMggEIArKq1YaNxTICchBnjE2OaGgTTR1H0dhFSbWSkkUMyXahKE+Cp9CPwKHf9e5UdpQS3wMQUUMRDxdXrVqFzz//vMEys9mM008/HaeffjoAwGKxoKKiItKlEBERERHFnPrhIkf7IDo+m82GYDCIdu3awWAwoF27dnA6azsx6i5wHTduHAAgIyMDt9xyS6jDsI4sy5BlucGyplq/fj0uuOAC1NTUYOnSpTjjjDPC8FNFD87JRdQ8+buqsW97JWoOKrC0M8JmN8JoMkBVgpCqVNQc/P/s3Xl8E3X6B/DPTJJJ0qRNW9KWclcQsRwerIrgLfJzFTxgBc8V1wuv9VrdxdvF3VVXUVddPFBxPUBFxQsvRBRc8cBrBQGBgrS0pemRtukkkzl+f4SGpgcttkmmyef9einNJJN5OlfSeeZ5viq2rm3AwBEZGH5QVtziMFPFkdmqKCmW3WnBkGI31z210fwdoKY8hGBAQ1ODBk01YLEKyMi0oKleRXa+xO8ARGmiW8nFd955B5MnT46Z1rrl6cKFCzFt2rQ9vo8kSZ2O10hERETm98Fz5ajcFkTBYAcmnddxNQgRdZ3TuXtcG1YuEnXN8OHDccghh3TYIef111/HTz/9hNdeew033ngjHn74Ybz77rsYOXIkAKChoQEA9jq5+Pnnn+PEE09EfX09JkyYgI8++givvvoqwuFwzOueeuopiGLvvKufY3IR7Z0tPzSioVaDVRKR1ccavW5msQqw2QXUqgYa6jSU/NAY1+SimSqOzFRFSURdV1jkxObvG1FXFUblL8GYPIBhGLA7Lcgf5OR3AKI00a3kYlFREa655hoAkXEsDMPAlClTAAChUAjz5s3rWhBWK3SdvZiJiIiIiFpjW1SivaOqKqZPn47//Oc/UBQFjz32GA4++GAccsgh0deccMIJOO200zB79mx8+OGHmDFjBo444gh8/fXXGDp0KNauXQsAGDp06F4t+z//+Q/q6+sBAJ999hk+++yzdl83f/78X/nbJR/H5CLaO/4qBUpQQ3a+1OaGfEEQ4HRbUFeloK4qvsMFmanq2ExVlES0t4zdPwpG5KHQcrLRdhYiSkndSi4WFxfjgQceAACUlpZCVdXoY7/fj3nz5uFPf/oTXn31VRx88ME4++yz0a9fvzbv09TUhKys+N2dRURERIkxdIwbBYMccGfHvfM6UdpgcpFo71itVsydOxd33303Fi1ahBtuuAHjxo3DE088Abe7bQXMCSecgBUrVuDwww/HjTfeiFdffRWvv/46+vXrh/Hjx+/Vsh999FE88sgjnb7OYundiTeOyUXUddHL7EIHL2ieLnT0gp5hpqpjM1VRElHXlZfIUII6svOlSBvUBg26akBsbovaoEEJ6glraRySNZSXyKgqDUFVdFglEXkD+F2EKFG6feXvlVdegcvl6rCtaUZGBpYtW4aFCxfipptuwllnnYVHH3005o+6hoYG5OXldTcUIiIiSrKhB2QmOwSilOPxeHD44YfD4XAgIyMj2eEQ9RqSJOH3v/89Tj75ZNxyyy2YMmUKVq5c2W6CccyYMfjjH/+Ihx56CD///DNeeuklnHvuuXvdurS3tjr9NTgmF1HXZOdJqNgqQ65X4XBaYnKIhgHIDSokpwiP1xbXOMxUdWymKkoi6rrmlsa5fSW4sqzo02okFEeGmrCWxnVVCtat9sPvU9BQq0bPZ76yIHZsllE8zoPsPCmuMRClu24nF59//nm8+eabAIDx48dDURRI0u4D969//SumTZuGH374AQ8++CCeffZZ/Pjjj1i6dCkKCgoAANXV1dhvv/26GwoRERERUcpxu9046qijkh0GUa/ldrujQ3ZMmzYN06ZNa/d1N954I84++2w88cQTsFgsuOWWWxIZJhGlqKFj3Cj9uQl1OxXUVytwuq2wWAVoqgG5UUVYMZCdL2HomPgn6s1SdWymKkoyL1almY9ZWhqHZA3rVvtRvkWGpurw5EmQ7JFqaH+VgqZ6DQAwdmIu9xWiOOqRysUlS5bgiSeewEcffYQxY8bg4YcfxqGHHhrzujFjxuDpp5/G8ccfj5kzZ+KKK67A4sWLsW3bNmzYsAG33nprd0MhIiIiIiIiirrllluwcuVKLFu2DDZbpCrok08+wfPPP9/hPIsWLcLVV1/NoTuIqEcMGuFC0UgXNgZ1hGQNjXXh6HOGAbiyrCga6cKgEa6ExGOGqmMzVVGSObEqzZzM0tK4vESG36dAU3X0LXJGq59tdhFOtwUVu55PVHtWonTV7eSiJEmYPn06pk+fjrfeeguXXXYZFi5c2Ca52Oycc87Bhg0bMGfOHHz66adYs2YNHA4HTjnllO6GQkRERElWtqkJwYAGh8uC/sPYvpGIiJLniiuuwL///W/83//9H5qamuDxRC5kr1+/HvPnz0e/fv06bGP63nvv4Y477oDVyjGEiah77E4Lxk7sA8kuYscWGbWVCtSwAatNQE6BhH77ODH6yJy0S6SZpYqSzIdVaR1rruYsWR+AqhjIzhUSWs1plpbGze1ZPXlSTAwAIIoCPF4pYe1ZidJZj/6lNGXKlGjLJofDgfvuuw+jR49u87rrr78eK1euhN1ux7333osrrrgCmZkco4mIiKi3W/u5H5XbgigY7GBykYiIkmbu3Ln497//jRtuuAF33313u0nEjRs3wuVqWyn03//+F0cccQRmzpyJ//znP2k1jiIRxUd2noRDf+tlIq0VM1RRkvmwKq19Las5fRUhaGEDtW4hodWcZmlpbJb2rETprseSi4qi4Omnn8asWbOi06655hpUVFSgrKyszeufe+45/Otf/4KmaZgzZ05PhUFERERElHJ++OEHVFdXIxgMYvTo0RgwYECyQyIytTfffBNXXnkl7r333r2ed/z48bj22msxd+5c7L///rj55pvjECFR6kt2hY3ZMJFG1DWsSmurdTVnZo4Iq12EzWJLaDWnWVoam6U9K1G665HkYn19PU499VSsWLECffv2xWmnnQYAKC0txZAhQ/Y474gRI+BwOHoiDCIiIkqyI0/Pg6YasFiFzl9MRF22bt06bNu2DQBQWFjI5CJRJ15++WXk5eW1+9y4ceNw3333QZI6vrv/3nvvRb9+/XD55ZfHK0SilGaGChsi6p1YldZW62pOWW4CALhc1oRXc5qhpbFZ2rMSpbtuJxdVVcUZZ5yBVatW4f77748mFluaNWsWfvOb37SZXlVVhdmzZ+Puu+/G7NmzuxsKERERJZnTzbGpiOKh5c14wWAwiZEQ9Q75+fkdPnfAAQfggAMO2OP8FosF119/fU+HRZQWzFJhQ0S9E6vS2jJbNWeyK7HN0p6VKN11+wrg3/72NyxbtgyLFi3CGWec0e5rJk6ciGnTprX73Pr163HTTTchKysLV1xxRXfDISIiIiJKOU7n7j+MZVlOYiREqWf9+vV49tlnceedd8ZUM77wwguYMmUKsrKykhgdUe9jpgobIup9WJXWFqs5Y5mlPStRuuv2LR5Tp07FE0880W5iURAEuN1uWCwdH8iPPPIIxowZg59//rm7oRARERERpSRWLhJ1zzvvvANBEBAIBPDf//4XBx10UDRRv3nzZtx9990Ih8PR1zc2NuLSSy/FX/7yl2SFTNRrdaXCpqFWha8slKQIicjMCouc8HglWKwiKkpkBPwqwiEdAb+KihI5LavSWlZzticdqzmb27Puf5gH+4x2o2ikG/uMdmP/wzwYOzGXrbeJEqDblYujR4/G6NGj231u0KBBaGho2OP8brcbq1evjrkbm4iIiHqnrz6oRm2lgpwCCYdM6pPscIhSBpOLRD2noaEB3333HXS947v7n3nmGQQCAZxzzjkJjIwoNbDChoi6g1VpbbWu5mwpXas5geS3ZyVKdwkfGCkUCsFms0EUd3/JbPkzERER9V61lQoqtzHxQdTTmFwk2jurVq3CxRdfHH3c2NjY5Xk3btyI2bNnY9KkSZgwYUI8wiNKaRwvjah3C8kayktkVJWGoCo6rJKIvAF2FBY5E5bQa65KKy+R4SsLIbzrfOLtn9g4zKJ5jMGGWhWbvmuEqikQBAE2mw5dA9zZ1rSr5iSi5Ovx5KJhGPjrX/+K6dOnY//998cbb7yBQw45BP369YOmaXA4HFi8eHHMGIx33HEHKioq8Mwzz/R0OERERJRAOQVSzL9E1DM45iLR3gkEAli/fj1mzJgBm82G0tJSlJaWdjrf119/jWnTpsHj8WDBggXxD5QoBbHChnqb5mRayfoAVMVAdq6Q8GSaWdRVKVi32g+/T0FDrRqtGPSVBbFjs4zicZ6EtZtkVdpudqcFA4ZnoGRtI4IBFQ11KnQVsEo6XFkW2DNEDBiekXb7K1FvYYabNuKhx5OLuq7jjjvuwKhRo7D//vvjtNNOa5NMbEnTNDz77LMYM2ZMT4dCRESUtowkLZetUInig5WLRL/OU089BZfLhXfeeQcrVqyIee7LL79ERkYG1q9fDwCYOXMmlixZgjFjxuD1119HYWFhEiIm6v2aK2ya6jVUlMiwuTTY7CICqgq/T0nL8dLIvFom03wVIWhhA7VuISnJtGQLyRrWrfajfIsMTdXhyZMg2SNVyP4qBU31GgBg7MTcXn0xvDcKyRpKNzbBZhPhdFlgc1ghiAJsVht0zYDNJqJ0YxMKBjm4bYhMxkw3bfS0HkkuvvTSS9GfNU3bq3nvv/9+lJeX48knn+yJUIiIiIiIUg6Ti0Q977jjjot5vHjxYowYMQIffvghcnNzkxQVUe/Xerw0X4UCLawhw21J2/HSyJxaJ9Myc0RY7SJsFltaJtPKS2T4fQo0VUffIidEUQAA2OwinG4LKnY9X14is5owwZq3DWBg6IGZkOUmAIDL5YKuG9w2RCaV6jdt9Ehy8cwzz/xV8y1btgy33HILZsyYgZNPPrknQiEiIiIiSjktk4vhcBiqqsJqTfjw6UQpZeHChXA6nfjqq6/wt7/9DSeffDLef/99HHjggVi2bBmGDx+e7BCJeq2W46VtXa9CDRvIznWn7XhpZE6tk2m7EzbWtEymVZWG0FCrwpMnRROLzURRgMcrwV8dhq8slBbrw0y4bYh6p1S/aaPHrkg8/PDD+O1vfwtVVTFixIg9vra2thZ33HEH7rrrLhx99NF44okneioMIiIiSiK5UYWmGrBYBTjdTHwQ9ZTmMRdFUYTD4YCiKEwuEv0Kc+bMgdfrBQBMmTIFLpcreiy99NJL2LBhA6ZNm4bjjjsOP/zwAysYibqhebw0d36k4t7rZft8MhcmbGKpig41rEOyi+0+LzlEqGEd4ZCe4MiI24aod0r1z5keuyJRWFiIoUOHttsW9a677sL8+fOh65ET3CWXXAJJknDHHXfgz3/+M2w2W0+FQUREREm08vUqVG4LomCwA5PO41hVRD3FarXimmuugSRJEASh8xmIqF1PPvkkampqAAA///wzDjzwwJjnDz74YLz//vsYO3YsrrjiCixcuDAJURIRUSIwYRPLKomw2iLt+mztrBMlGBknrL3nKL64bYh6p1T/nEnIGaeurg4VFRWorKwEABiGgVAohPXr1yMUCiUiBCIiIiKiXksQBNjtdiYWibooOzsbRxxxBEQx9k/e9evXY968edhnn31w+OGH4/77729zg+zw4cPxz3/+E4sWLcIPP/yQyLCJiCiBWiZs2pNuCZu8AXZk5ljhr1Kg60bMc7puwO9TkJljhbe/PUkRpi9uG6LeKdU/Z+IWdV1dXfTn++67D99++y3WrFkDAHj00Udx++2346WXXsIJJ5yAQCAQrzCIiIgogUYe7sH4KV6MPNyT7FCIiCiNHXbYYVi5cmW0pXCzjIwMzJo1Cz/88APOOecc3HvvvfD7/W3mv+CCC5Cfn49///vfiQqZiIgSjAmbWIVFTni8EixWERUlMgJ+FeGQjoBfRUWJDItVhMcrobDI2fmbUY9qvW2aGjSEFYPbhsjkUv1zJm4Dtfzxj3/EvHnz2n2uoKAAl19+OY4++mj83//9H6677jo8/vjj8QqFiIiIEqT/sIxkh0BERBS1YcMGqKqK7OxsLFiwAJs3b4bFYgEAXHvttZgxYwZcLheef/756HP77LMPnE4nHn74YRxzzDHJ/QWIiChuCouc2LFZRlO9hooSGTaXBptdREBV4fcpaZewsTstKB4XuUnU71Pgrw5DDUeqajJzbfB4JRSP88DutCQ50vTTetv4KhRoYQ0Zbgu3DZGJtf6c8XglSA4RSlBPic+ZuCUXzz333GgLmb///e8YMWIERowYEfOaY489Fv/4xz/wpz/9CTNnzsThhx8er3CIiIiIiHo9XdcRDAYhiiIcDkeywyEyvWOOOQYVFRV7Nc/q1atx2GGHYfr06XGKioiIzIAJm7ay8ySMnZiL8hIZvrIQwrvG+PP2t6OwyJlW68JsWm6bretVqGED2blubhsiE0v1mzZ6JLm4bNkyjB49OmbapEmT8Pjjj+OTTz7BRRddhLFjx+LVV19tM++1116LRx99FHfffTfeeOONngiHiIiIiCjlvP/++/juu+8AAOPHj8eRRx6Z3ICITErXddx1110455xz8M477yAcDu/V/CNHjoxTZEREZDZM2LRld1owpNiNIcXuZIdCrTRvG3d+EADg9fZJckRE1JlUvmmjR5KLxx9/fPRnQRAwefJk9O3bFwBw9NFH45tvvsFtt92G8ePH47TTTkO/fv2irxdFEX/84x+xYsWKngiFiIiIkmjz9w1orFPhzrZi6AGZyQ6HKKVYrbu/ugeDwSRGQmRua9euxZ133ok77rgDxx57LC6++GL89re/jTmGOhMIBAAAFouFVcJERCmOCRsiIoqnVL1po8faoj766KPRBKHD4cCDDz6IBx98MOY1l1xyCaxWK+bOnQsAmD59Os444wzMmjULf/zjH3sqFCIiIkqSzT80onJbEAWDHUwuEvWwlgkOWZaTGAmRuY0ePRolJSV4/PHH8dRTT+Gss8761e81efJkvPXWWz0YHRERERERUe/X7eRiU1MTMjIyEAqF0NjYuFfzKooCALwTlIiIiIioE07n7kHeWblItGeDBg3C3/72N9x+++147bXX8MADD+DLL7+EIAi49NJLMWLEiC69T1FRUZwj7b1CsobyEhlVpSGoig6rJCJvQO9v70RE6af5fFayPgBVMZCdK/B8ZgL8nCEiMrduJxePPvpoZGZm4uKLL8aSJUtgt9t7Ii4iIiLqhSadV5jsEIhSVssb8phcJOoaSZJw5plnYsaMGXj66adx44034vnnn8e8efNw7rnnJju8XquuSsG61X74fQoaalWoYR1WmwhfWRA7NssoHudBdp6U7DCJiDrV8nzmqwhBCxuodQs8nyUZP2eIiMyv28nFU045BU888QTOPvts5ObmYurUqcjOzt7r9xFFEffcc093wyEiIiIiSklMLhL9eoIg4MILL8SkSZNw6qmn4sILL0RBQQFOOOGEZIfW64RkDetW+1G+RYam6vDkSZDsIpSQDn+VgqZ6DQAwdmIuK0uIyNRan88yc0RY7SJsFhvPZ0nEzxkiot6h28nFW2+9FTfddBPefPNNzJs3D0899RQMwwAAuN1uWK1dW4TFYmFykYiIiIioAy3bonLMRaJfZ+DAgVi1ahVqamowYMCAZIfTK5WXyPD7FGiqjr5FToiiAACw2UU43RZU7Hq+vETGkGJ3kqOlZGKrSTK71uczWW4CALhcVp7PkoifM0REvYPYE29isVhw+umn44MPPsBPP/2EE088EQCw//7745tvvkFtbW2n//l8vp4IhYiIiIgoJbWsXAyFQtEb+oho72RkZLRJLDY0NGDt2rXQdT1JUfUeVaUhNNSq8ORJ0Qu+zURRgMcroaFWha8slKQIyQzqqhSsWVaDn77wo3RDCGUbQyj5sRE/feHHmmU1qKtSkh0iEc9nJsXtQkTUO/RIcrGl/fbbD++++y5eeuklrF+/HgcddBBeffXVnl4MERERmdDK13bitYe3Y+VrO5MdClHKaZlcNAwDoRAvqBDtSXZ2NubOnRt9/OKLL8JmsyEQCLR57aeffopRo0axKrgLVEWHGtYh2du/nCA5RKhhHeEQE7XpqmVLw4aaMDJzRHgH2uDx2tBQE0b5FhnrVvsRkrVkh5qWQrKGresa8dUH1fj87Sp89UE1tq5rTMvtYbbzGbdNhNm2CxERta/bbVE7Mn36dIwcORJ33XUX+vXrF6/FEBERkYnIAQ0Bvwp3dty+YhClLbvdHvM4GAzGJByJKJamaTEVvoZhQFVVAMDGjRuhaRr233//ZIXXa1klEVZbZOwrWzsXfpWgDqtNbPc5Sg9sNWledVUK1q32w+9T0FCrQg1HjldfWRA7NssoHudBdp6U7DATxkznM26b3cy0XYiIqGNxvfI3cuRILFy4MJ6LICIiIhPpN9QJt8eKLK8t2aEQpRxRFOFwOBAMBgFExl3Mzs5OblBEvdSxxx4LSZKwevVqFBQUJDucXiVvgB2+siD8VQqcbktMyzpdN+D3KcjMtcHb376Hd6FU1pWWhv7qMHxlISYXE6hlRamm6vDkSZDskQSOv0pBU32kOm7sxNy0GROz9fmspUSez7htYvFzhoiod+jx5OKOHTtw9dVX4/rrr8e4ceM6fN1VV12F+vp6DB06FNOmTcPIkSN7OhQiIiJKsFHjs5MdAlFKO/jgg2EYBhwOB9xuXpAl+rXq6+vR2NiI3/3ud/j000+THU6vUljkxI7NMprqNVSUyPB4JUgOEUpQh9+nwGIV4fFKKCxyJjtUShK2NDSn1hWlzQkbm11M24rS1uczm0uDzS4ioKoJPZ9x28Ti5wwRUe/Qo8nFdevWwWKxYPHixTjzzDM7fN3OnTuxfft2+P1+LF26FP/4xz+wdu1a7LPPPj0ZDhERERFRSjnyyCOTHQKR6TU0NKCpqQm6rqO+vh6VlZXIzc1t87rTTjsNS5Yswb///W8MGTIk8YH2UnanBcXjPAAAv0+Bvzocbd+XmWuDxyuheJwnLaprqH1saWhOrChtq/X5zFehQAtryHBbEno+47aJxc8ZIqLeoUeSi4qi4LLLLsMLL7yAxYsXd/r6/Px8LFmyBABQUlKCffbZB99//z2Ti0RERERERNQtt912Gx588EEAwF//+lf89a9/xapVq9q87txzz0VhYSFmz56NQw89FABw6aWXwmazQRAEHHDAAbj66qsTGXqvkZ0nYezEXJSXyPCVhRDelUTy9rejsMjJC75pziytJpuFZA3lJTKqSkNQFR1WSUTegPTbV1lR2r7sPAmjJniwbrUf1TsDACIJvZyCSAIrKzf+4xxy27TFzxki6glm+Q5gljh6WreTi8FgEFOnTsVHH32EuXPnYtiwYXs1f0ZGBgBA19PnA5KIiChV1VSEoAR1SA4RuX05BgYRESXe6aefjiFDhuDGG2/EiSeeiOOOOw5FRUXYunVrm9c+8MADWL58Ob777jsAwMcffwxRFKFpGp555hlMmDABv/nNbxL7C/QSdqcFQ4rdaVFFQ3vHLK0mAaCuSsG61X74fQoaatVo9ZOvLIgdm2UUj/MgOy/+ySMzYEVp+1ruI8auS5O6bqC2UsGPn/kTso9w27SPnzNE1B1m+Q5gljjiodvJxTlz5mDVqlV4//33ccwxx2DDhg17NX8oFOpuCERERGQSX39Yg8ptQRQMdmDSeYXJDoeIiNLQUUcdhaOOOgq33HILjjrqqD1WH9rtdqxfvx7vvPMOJk+ejI0bN8LlcgEA3G43fv75ZyYXifaSWVpNhmQN61b7Ub5Fhqbq8ORJkOyRBI6/SkFTvQYAGDsxt1dXDXRV64rSlu03k1FRagat95HMHBFWuwibxZbQfYTbhoioZ5nlO4BZ4oiXbicXr776akybNg0HH3xwm+eamppwzjnn7HH+X375BUCkVSoREREREXVsx44d2LZtG4LBIPr06YMxY8YkOySilGWxWKAoSrLDIOqVWrY03LpehRo2kJ3rTmhLw/ISGX6fAk3V0bfIGU3Y2OwinG4LKnY9X14ip0VlVOuKUo9XguQQoQT1hFeUmkXrfUSWmwAALpc1ofsItw0RUc8yy3cAs8QRL91OLubn53eYGNQ0DZs2bdrj/Ha7HVdeeSUmTJjQ3VCIiIgoyX5zQm60LSoR9bzS0lJ8+umnAIB9992XyUWiOJo+fToOP/zwZIdB1Gs1tzR05wcBAF5vn4Quv6o0hIZaFZ48KaYSDIiMqefxSvBXh+ErC/XKC3p7q3VFqb86HG3NlsiKUjMxyz7CbUNE1LPMcn43Sxzx0q3koq7r+OCDD2C1WqP/lZaWAgD8fj/cbjf+97//9UigREREZH4cZ5EovhwOR/TnYDCYxEiIeo+PPvoIP//8817P9+STT8YhGiJKFFXRoYZ1iKKAmkoFAb8KXTUgWgW4PFY4XRaoYR3hkJ7sUBOmZUWpryyE8K4x/hJZUWomzfuI1MFYhpJDTNg+wm1DRNRzzHJ+N0sc8dKt5GI4HMZvf/vbdp+78MILcfnll2Pw4MEYMmQIDjzwQEyaNAlHHHEE7HZeeCQiIiIi2ltO5+52WLIsJzESot7j3Xffxf333w9BiNwtHA6HsXXrVmRmZiY5MiKKJ6skwtCA7RsD0DUDIVmHrhkQLQIC/jBEUYDdaYGtgwt+qaq5orQ3Vkj0NKskwmqLjH3V3n6gBCPVg4naR7htiIh6hlnO72aJI166lVy02Wx4//33oapq9L9ffvkF1157Lc466yzk5ORg27ZtKCkpwbJly3DvvffC6XTixBNPxO23344DDjigp34PIiIiIqKUx8pFos7ddtttePLJJxEIBHDnnXfC6XTi9ttvxwcffIDPP/8cv/3tb/Haa69BkqToPEOHDsVf/vIX2Gy2JEZOv0ZI1lBeIqOqNARV0WGVROQNYKUPAdl5NshNGup2KnBkiHBmWmGxCNA0A3KDimCTjux8CR4vj/t0lTfADl9ZEP4qBU537PlC1w34fQoyc23w9meRBBFRb9L6/N6yJWkiz+9miSNeupVcFEURkyZNipm2YcMGXHvttZg2bRqmTZsWnV5dXY1ly5bhvffew6JFi7BkyRKcffbZuOuuuzBkyJDuhEFEREQm8eN/61DvCyPLa8Oo8dnJDoco5TC5SNS5/fffHyeeeCKef/557Lfffhg1ahTOOecc7Lvvvvj888+xadMmjB07FosXL8bYsWMBAEVFRbjjjjtgGAZCoVD0vaxWKywWJqjMqq5KwbrVfvh9Chpq1egYZb6yIHZsllE8zoPsPKnzN6KUZAAQYCByGU+ITGh+AgKEXc8b7c9OaaCwyIkdm2U01WuoKJFhc2mw2UUEVBV+nwKLVYTHK6GwyNn5mxERkWm0Pr97vBIkhwglqCf0/G6WOOIlYfWWffr0wYwZM/DMM8/g559/xgUXXIBFixbhsMMOw9q1axMVBhEREcXRjs0yNv/QiB2b2a6RKB5aJhdVVUU4HE5iNETmdNZZZ+GZZ56Bw+HAmWeeiWeeeQb77rtv9PkVK1YgOzsbEyZMgMPh2ON/CxYsSN4vQnsUkjWsW+1H+RYZDTVheLw2FA5xwuO1oaEmjPItMtat9iMka8kOlZLEXxWGPcOKnL4SHC4RwSYNDTVhBJs0OFwicgok2DOsqPfxszRd2Z0WFI/zoHAfJzJzbWis1eHbHoa/OozMXBsK93GieJyHVdBERL1M6/O7vzqM8q1yws/vZokjXrpVufhrDRgwAE899RQuvPBCnHjiiTj22GOxfPlyjBo1KhnhEBERUQ9xuixweaxwunrnFyMis2uZXAQi1Yts40i0d4YMGYLPPvsMp556KlauXIlhw4Zh1qxZ7b720EMPTXB01FXlJTL8PgWaqqNvkTPaZspmF+F0W1Cx6/nyEpnjl6UpVdEhWoCBwzMQDOho9KvRMRfdHiscLhFVZSGEQ3qyQ6Ukys6TMHZiLspLZGxdr0ING8jOdcPbn+2ViYh6s5bnd9+uz3ubXUz4+d0sccRDt5KLqqpi/PjxOPfcc/GHP/wBbvfefWEfP348li5dihNPPBELFy7E3/72t+6EQ0REREl25NT8ZIdAlNJsNhusVitUVQUQSS5mZmYmOSqi3icnJwcffPABTjjhBKxatQqSJOGqq65Kdli0F6pKQ2ioVeHJk2LGrwEAURTg8UrwV4fhKwsxuZimrJIIq02ErgM5BRJyCmJb5Ab8Kqw2ETZ7wpp6kUnZnRYMKXbDnR9pOe/19klKHBxDNhbXB9He43ETq/n8nuzvgmaJo6d1K7no8/mgqiquvvpq3HbbbbjoootwxRVXoK6uDhkZGV16jyOOOALffPMNhg8f3p1QiIiIiIjSgsPhQGNjIwCOu0jUHQ6HA0uWLMH48eNxzTXXoH///pg6dWqyw6IuUhUdaliH1EFiSHKIUMM6q9LSWN4AO3xlQfirFDjdlpgktK4b8PsUZOba4O1vT2KURBHNY8hu8pXgs9C7qEUlclCACWW/xbDNRQkfQ3Zb/Ta89vNr2NG4A/3c/TB136kYnDU4Ycs32/oAkr9OWsbxwvoXUNFUgaI+RUmNwyzrg3FEmO244b5qzjh6UreSi3379sU333yD5cuX4/7778fcuXPx4IMPYuTIkRDFvbvzKzMzE59++ml3wiEiIiIiSnlMLhJ1zXPPPYfi4uLo48MPPxwLFiyA3b47kdCnTx8sXboUv/vd71BUVJSMMOlXaq5KU3a1lmpNCeqsSktzhUVO7Ngso6leQ0WJDI9XguQQoQR1+H0KLFYRHq+EwiJnskOlNNc8huzbpUvwtvMRGM7dN0V8bryKcTtOw6Erx2HfgzJhk+JfefTZjs/w/LrnoWN3HAt+XIBzi8/FhH4T4r78sKLh528b8GXVaqy2L4HhNKLPJWN9AMlfJx3F8XH5x6aIAzDH+kjnOMx23HBf7TyOZ9c+i9sPvx2n73t6wuLoaYJhGEbnL+uadevW4R//+Aeef/55AJE/1I488sguzetyuaLzkTmNHDkSALB27dokRxLh8/kAAF6vN8mRULrjvkhm8NCV61FVGoo+PvPGwRg1Pjt5AVFa43kxvl588UVs374doiji5JNPjkmeUFvcH83HbH9X9DbN6++TTz4BkL779tZ1jfjpCz8aasIxYy4Ckaq0ihIZmbk27H+YJ+VaUPU2yTwPN1dx+H0KGmpVqOFI0jkzxwqPV0pK9ROZV7z31QalAeWBclQEKlDeWI7yQOS/rVVl2N7wCxpQCwidvw8REaUGi2DBG6e9kbQKxu7+XdatysXWiouL8dxzz+H888/HJZdcgpKSEgwZMgT//Oc/YbX26KKIiIjIhD54rhyV24IoGOzApPMKkx0OUUo67bTTYLVaYbPZIAi8AkXUGV3XEQ6HYyoWO/PCCy+guLgYBx10UBwj+/W02lpUTTwBAODr5Dww4F8Pwd3ipl+9qQkbJxzRpeVkjB2LQfOfjJlW+Y9/oPblV7o0/+DnnoNz1Mjo43BZGTZPntKleTMnTkT/f94bM63shhvRsGxZ5L0EB0LuI9BoG4wNggUutQZWIwhVcCBgzUX2xGPg8bqiVWnyj2ux7bzzurTsnOlnoGD27Jhpv1x0MZrWrOnS/MM/WwWxxVAxjStXovSPV3dpXu+ll8A7a1bMtJJpv0Noy5ZO5xUdDgz//L8x0/xvvony2+/o0rIL/vxn5Jw5I2baz8cdB622rtN5bYWFGLr0nZhpNc8+i50PPoTme9r3tK/2u+duZE2aFDNt/UEHdyluR3ExhrwQe7P6zrkPoOa55wAAmYIDqjQQqq0QmmCDxQjDFS5HprIdFUYQ0hOPI+OQQ6LzqjU12HT8xC4t233EBAx4+OGYaeW33gb/2293af6iV16Gfdiw6OPQpk0oOWN6l+b1TJ6Mwjl/jZlWetVVaFz1WZfmH/bRMlhzc6OPm776Cr9ccmmX5s097zzkX3dtzLSt55yL4Lp1XZp/xLffxDyu/+AD7PjzX7o0b/41VyP3/PNjpm0+6WSEy8s7ndeSk419ly+PmVa76CVU3nMPAHS6rxbeeQc8p5wSM23j4eOhB4PQBAM1bsCXacCXCfiyDFRlNj82UO0R0WTbQ5tmfqUjIko7mqFh/k2n4JzPOq8mjcf38tCWLbDvs8/eBd1CXDJ+EydOxDfffIPp06fjX//6F0aNGoULL7wwHosiIiIiIkorXR3bnIgiXnnlFZx55plobGyEy+XC+vXr8eyzz+LOO++EJEltHgPArFmzcM0115g2uQjDAHa1Re6sFZGhaW2nyXLXFhMKtZ0WDkfnL88Blh8gosoD5PmB477XUVjb8sWxF9INYy+WrSjtTmue3woZA5T/wsgMY3uuhM8O3IF6dwBZjS4c/FM/jOh/PIrHeWB3WqKxdHnZ4XDbaaFQp/M3r4/g6pvR3zMoOpaOoWl7sWy1zTQ9FOzS/C3XdvO4PlsbvkTmYaG226a9ZWttl23IXVu20U6bbkNVscMh73kfiQbfNunSrf1UVWP2FdVeiy9G/hgTh7UpcvwYetujqKvL1tvbT1scI621PmbObyrDvhjWYmajW/up3uIY2ZPyHOCdnx5HhVoTHffJq+/FstV29pUuHCPt2Va/DYv8b2PLpNCe95E9LTvYxf3U4Wg7TYvsK3s6nxkAmuzAz6EyBLZ/Eq04LA+UY8uURvjcOmoyAUPcU4aQ478SEVFbO10qDLnt94nWOvte3vkbtP1e3t73r70Rt3LC7OxsLF26FJs2bcKIESPitRgiIiIykaFj3CgY5IA7mx0LiIjInDZv3oy7774bt9xyCyRJavO4VxAEYNdF8s4qmAVL2zuhBWfXxpgT2qn2FGw2CE4nPi7WMW+iBqPFkIZvHiZiyhoBB22LTPQ1/gR7+e4LHmqtDzv27VoFaUZOA3aUfxkzzZfTgKaY+RuxZsgneOfgcEwc34z8DmcXOmFXTwJ2FTOFGreisovLznTV4JdWy67MDyK0h/m/HazjrbFGJI7ty4DtwIK1C3B+8fkYq2ShqovL9tgr4Gm17PJ+OsJC5/MLkhX15V9iVdkqPLvuWejNF5EOF9tsm/bsEEqR2WrZpUUidG/ny7b2AWpazfuh9TO8dIl1j/tIs4rwFrhazf9LF9eZ1DeMqlbz1jqq0LBr/pht004cVfJ6OFoUvWkN9Sjr4rKdfQKoaLXs6qw6BNqZv7043vr2KpyvzMQR/SPVxGF/Gcq7uGxXVh1KWy27qk8AcifzR+PY9GJ02oK1C3B27iQM7eox4qhCTqtlV/QNQwl1bf6GXfPG7KvFkRXT2b5aZt2BrFbL3jEIUF2dL1vMFFHXat4GoRTLJ9ra7iPjRAz0AYYA+DIB2Q6g6d9AbOEj0B/obtmhYABW1YawrW3CuNnAwHAc2vco9B8WucnMCIfhe/zxLr2/rX9/ZJ8eO6ZX4yefQP7f/9q89rvBOn4a0PF7jS0Yi3Hu0aj5z3+6tGz7sGHIOvHEmGn1772H0KZNHc5TLRXhx0FN2FHQcTVqv4pCjNqegT5KSYevcY4eDffRR8dMq3v9dYTLyroUu/fSSyHYbPis7DOs2dlx5fr+pcCBrfbXjEMPgevQw2Km1bz4IrSamk6XK1itbSrYgz/9hJWbPtzjtmmOw33UUXCOGRPznO+p+TDkzsdqFzMz0adVZXDTt98g8Nnuqviu7CMtx7KreuSRTpcLANb8fORMj63cbvzsM8jfftvu6zuL4+DcA7DfW2338fZIgwfDMyW2s0LDsmUIrl/f6bydxdHe/tGSY8QIZE6MrZb3v/UWlG3bOl02APS58A8QnRko3dSEr2s+xy+2jttbtj5unAcdBPeE2HEHa19+GerOnV1adt6VV8Y8Dm76GQ3vvd+ldTJhwBHIaNWhoPrZZ6E3NHS6XMHpgPfCi2KmyT/8gMZPP42Ztjf7qu+xx9q9eaU1S24ucs8+O2Za4Msv0PTlVx3O01kc+QErBGfnlYt7+l7eJULsfigIAMTujU3eo2MuUmoz29goHD+HzIL7IpkBx1wkM+F5kcyE+6P5xPvvioaGBuzcuRNDhw4FALz00ksxlYvvvPMOJk+e3OFjAMjMzMQ111yDOXPmxCXG7jDDmIvb6rfh1CWnQjPaVkUSEVEsp9WJfq5+6Ovui0JXYfS/vq7IY3mbC59/9TPuEy6GIbStIhEMEX8ynsRRhxXHfQzZPZ3fEzU22NZ1jfj0i3WmWB+AOdYJ42AcnTHTcWOWdcI4Otfdv8u6l5rsgvvuuw8bNmzY42v+/Oc/4/vvv493KEREREREKUPXdYTaaY1ClO4+/PBD7Lvvvpg0aRJee+01hNtpHUjd89rPrzGxSEQEQICA/Ix8HJB3AE4cciIuGHkBZh86G/869l94ZcorWHXmKnxx9hdYctoSPDbxMdx++O24ZMwlmDJ0Cg7pewgGZA7AoKFZGOYtwinyHyEYrSpLDBGnyH/EMG9RdAzZeBqcNRi3H347LEJsFY1FsOCO8Xck5AJ4YZHTNOsDMMc6YRyMozNmOm7Msk4YR/zFvWfZrbfeiqKiInz55ZeQZRnnn38+7C1KOOvq6vDQQw8hKysLBxxwQLzDISIiIiLq1TZt2oS33noLiqKgb9++OL9V6yKidDdixAhcfPHFePXVVzFt2rRoq9Njjz0WFosFtbW1e3wMAE1NTckJvpfY0bgj2SEQESWERbBgSNaQNlWHha5CFLoLke/Mh81i69Yy7E4Lisd5gNWnYLhvND4LvotaVCIHBZhg/y2GDSiKHUM2zk7f93QcXHAwXv/5dexo3IF+7n44fd/TE3YB3GzrA0j+Omkdx4s/vIgKuQJFuUVJjcMs64NxmO+44b5qzjh6WreTizU1NZDbGTTS4/HA7d5dYvv666/j9ddfx5133om///3v0YsgTz/9NDRNwx/+8IfuhkJERERJVrapCcGABofLEh0PhIh6lsVigaJEBnxv73s4UborLi7G448/jkceeQQffvgh/vWvf+H9999Hnz59YLVaoWmRiruOHgOdj2OY7vq5++3x+YPyD8LhhYfHPY6Vv/wX/6v9rsPnx+QciCMGjY97HJ/v+BzfVrU/JhSQuPVhplgYB+PoLbF0FsfMkTNxzdhr4h5Hdp6EsRNz0a/EieKyoQiHdNjsIrz97SgsciY0kQZEKm0S8Xt3JDtPwqgJHoiri5Cx8QIoIQ2S3YIBg5woHudBVm5ix0gOyRqM0j6YUH0eVEWHNSTCcNoRKtKSsm0uHnExgOS2/U/2PsI42jLjeYT7aoSZziE9qdvJxUsvvRSLFy9uM/3BBx/E1VdfHX1ssVhw8sknw+FwYObMmdiwYQOuvPJK3HnnnTj33HNRWFjY3VCIiIgoydZ+7kfltiAKBjuYXCSKE2eLAduDwWASIyEyN5vNhpNOOgkNDQ14//33sXjx4pgxFjt6DETGXKSOTd13Kp5d+2yHY8fMmTAn7ndih2QNfbeOw4/GzA7HFvqdfh1O2m9M3C/anLTPSXscSycR68NssTAOxtFbYuksjtP3PT3uMTSzOy0YUuxOyDiCZldXpWDdaj/8PgW6bgAAdN1AbaWCHz/zo3icB9l5iUkwtoyloVaFGtZhtYnwlQWxY7Oc0FiIOsPziPmk8jmkR8ZcPOWUU3Dfffdh//33x+9//3uMHj263dcVFhZi8eLFmD9/Pu69914cdNBByMjIwP33398TYRARERERpTyHwxH9ORQKQdfbXlQnSmfbt2/HF198kewwUpoZxo4pL5HhqM3H5MarILa6tCFCxJTGq+CozUd5SfwrvM2wPswWC+Mwbxw3/+bWdo+ZW35zG/fVJMZBu4VkDetW+1G+RUZDTRgerw2FQ5zweG1oqAmjfIuMdav9CMnxH/vXTLEQUe+T6ueQHhlz8bjjjsPVV1+NFStW4JRTTul0fIoLLrgAixcvxnvvvYdrrrkGubm5PREGERERJdmRp+dBUw1YrGwnRxQvLZOLQCTB2LKakSjdvfzyy/jTn/6EffbZB2effXZ0zEXqWckeO6aqNISGWhVHe0/Cb1wH47/h91CtV6CP2BfjbSfChb7wV4fhKwsl5O79ZK8PM8bC8ZbMF0ddlYL+m4/C9fqT+CwUOx5Xv81FqMtTElo9cdKAU1AwagTe2LIEVeFy5NkKceo+p2Fs/+EJiwEwz75KEeUlMvw+BZqqo2+RE6IY+dvSZhfhdFtQsev58hI57ud3M8VCRL1Pqp9DeiS5uDd27NiBSy65BCtWrMDxxx+Pxx9/HFdeeSWGDh2a6FCIiIiohzndCf9qQZR27HY7BEGAYURaRMmyzOQiUQtnnXUWQqEQFixYgLvuuis6ffDgwRAEITpmaUePAaCxsRH3338/fD4f5s2bl/hfopdI5hg2qqJDDeuQ7CJclgE4zXJRzPNhR+T5cChx1d1mGNOnmVli4XhL5omjZfWEQ83H1LyLIdlFKCEd/ioF5fWRKt+xE3MTMv7T7jZxWRhbe3a0TZy/wYo1ZTUJbxNnln2Vdt884smTohfim4miAI9XStjNI2aKhYh6n1Q/hyT0CuDy5cuxcOFCDBgwAJ999hn2228/jBgxAtdddx3eeOONRIZCRERERNQrCYIAh8MBWY5cBOS4i0Sx+vXrh5tuugk33XQTPvvsMzzzzDN4/vnnUV1dDbfbjbPOOgsWS9cunB966KFxjpZ+LaskwmqLJEZs9rYjvijBSKKiveeI0pGZqidaJjo1VYcnT4pJdDbVR9rDJSrRaRYhWUN5iYyq0hBURYdVEpE3wI7CImdarYeWN4+0R3KICbt5xEyxEFHvk+rnkIQmF/v27YvZs2dj5syZsFoji77jjjtw8cUXY9OmTRg2bFgiwyEiIiIi6pWYXCTqmgkTJmDChAm48cYbccUVV2DZsmXYvn07Fi5ciOzs7GSHR92QN8AOX1kQ/ioFTrcl5m5wXTfg9ynIzLXB29+exCiJzMNM1RNmSnSaxe5KTgUNtWq0ktNXFsSOzXLCKzmTyUw3j5gpFiLqfVL9HJKwqI888kj84Q9/wEUXXRRNLALAjBkz4HK58PnnnycqFCIiIoqTrz6oxgfPleOrD6qTHQpRSms57iKTi0R7tmzZMtx+++148803cfPNN+Obb77Bxx9/jKOOOgobNmxIdnj0KxUWOeHxSrBYRVSUyAj4VYRDOgJ+FRUlMixWER6vhMIito0mAsxVPdGVRGdDrQpfWSjusZhBy0rOhpowPF4bCoc44fHa0FATRvkWGetW+xGStWSHmhB5A+zIzLHCX6VA142Y56I3j+RYE3LziJliIaLeJ9XPIQmpXHzkkUcwZMgQAMCqVavaPD969GhUV/MiJBERUW9XW6mgchsTHUTxxuQiUddt3rwZixYtwvz583HXXXfhL3/5CzIyMnDxxRfjnXfewX777ZfsEOlXsDstKB7nAQD4fQr81eFopU9mrg0er4TicZ60aiVItCdmqp4wU6LTDFjJGauwyIkdm2U01WuoKJHh8UqQHCKUoA6/T0nozSNmioWIep9UP4ckJLm4du1afPnll7DZbMjJyUFZWRmys7Oh6zpkWUZ+fj7+97//JSIUIiIiiqOcAinmXyKKD6dz9x8fze1RiSjiueeew/Lly6OPm6sTL730Uthstuh0m82GRx55pN2/RUVRxMiRI3HNNddAFHtnm6J0kJ0nYezEXJSXyPCVhRDelTTx9k+/McqIOmOmVsJmSnSagZla1pqBmW4eMVMsRNT7pPo5JCHJxXnz5mHRokUYMWIE5syZg9GjR+OOO+6AruuYN29ezB9+RERE1HsdMqlPskMgSgtDhgyBw+GAw+HAwIEDkx0Okan88ssvWLFiRfRxQ0MDAGDlypUxiULDMFBSUoJQKARJir0pRpZlPP300xg8eDCmTZuWkLjp17E7LRhS7E6LC+5E3WGm6gkzJTrNoLmSUxQF1FQqCPhV6KoB0SrA5bHC6bKkVSUnELl5ZNQED9at9iPgj7SDFUUBOQWRC/FZuYm7mdVMsRBR75PKN8MlJLnYkcGDB+OXX35JZghERERERL3O6NGjMXr06GSHQWRKN998M26++ebo48cffxyzZs3CunXr4HK5otO3bt2KoqIiPPLIIzj99NNj3iMcDiMrKwtr165lcpGIUoKZqifMlOg0A6skwtCA7RsD0DUDIVmHrhkQLQIC/jBEUYDdaUmbSk4AqKtSsG61H37f7nHKdN1AbaWCHz/zo3icB9l5iUnqmSkWIuqdUvVmuB5JLtbX16OyshLBYBC1tbVdHvdl8ODB2L59O3RdZ6sZIiIiIiIiSpghQ4Zg8ODBWLp0aZvkos1mgyAIsFh6753EREStmaV6wkyJTjPIzrNBbtJQt1OBI0OEM9MKi0WAphmQG1QEm3Rk50vweG2dv1kKCMka1q32o3yLDE3V4cmTINkjbXT9VQqa6iPVg2Mn5sZ9HzFTLEREZtMjycXbbrsNt912GwBg2bJlAICJEydGn1+1ahW2b98OTdPw0ksvoa6uDqtWrYKiKFBVFZWVlSgsLOyJUIiIiCiJ5EYVmmrAYhXgdCe1QQIREREAYNCgQZg8eXK7icJjjz0W5eXl7c739ddfo7i4ON7hEREllFmqJ8yS6DQDA4AAA5HmsEJkQvMTECDset5of/aUU14iw+9ToKk6+hY5o21zbXYRTrcFFbueLy+R474fmykWIiKz6fZVv0suuSQmkdhs/Pjx0Z8ffPDB6M+vv/56m2nbtm1jcpGIiCgFrHy9CpXbgigY7MCk8/jZTkREyffb3/4Wv/3tb9t97qmnnuqwiw4Ti0RE8WWWRGey+avCsGdYkdNXgK4ZCDZp0TEXHS4RGZkWSE4L6n3hZIeaEFWlITTUqvDkSTHjcQKRsQ49Xgn+6jB8ZaG47ztmioWIyGy6nVw84YQTOn3Nk08+iSlTprSZbhgGBg4ciF9++QXjxo3rbihERERERGlBlmWsX78ewWAQqqriyCOPTHZIRL0Sh+cgIqJkUxUdogUYODwDwYCORr8aHXPR7bHC4RJRtau6Mx2oig41rEPqYIxJySFCDesJWR9mioWIyGzi3q+soKAAffv2RUFBQbvPe71elJaWxjsMIiIiSoCRh3swdIwbDlf6tDEiSoZAIIAPPvgAQCQ5csQRR0AQhE7mIiIiIiKzsUoirDYRug7kFEjIKZBing/4VVhtImwdJLhSTfP6UHa1ym1NCeoJWx9mioWIyGzinlzcunXrHp/ftGkTXC5XvMMgIiKiBOg/LCPZIRClBafTGf1Z13WEw2FIkrSHOYiIiIjIjPIG2OErC8JfpcDptsS039R1A36fgsxcG7z97UmMMnHMtD7MFAsRkdkk/bYKJhaJiIiIiPaOw+GIeRwMBpMUCRERERF1R2GREx6vBItVREWJjIBfRTikI+BXUVEiw2IV4fFKKCxydv5mKcBM68NMsRARmU2PVS7W19fj+uuvx6xZszB27NieelsiIiIiImrFYrFAkiQoigIgklzMyspKclREREREtLfsTguKx3kAAH6fAn91GGo40m4zM9cGj1dC8TgP7M70GHrCTOvDTLEQEZlNjyUXZVnG/PnzceKJJ2LUqFH4+uuvuzxvv379UFRU1FOhEBERUZJs/r4BjXUq3NlWDD0gM9nhEKU0u90ek1wkIiIi6k1CsobyEhlVpSGoig6rJCJvgB2FRc60S9Zk50kYOzEX5SUyfGUhhHeN8eftz/WR7PVhpliIaO/wcya+4jLmYkVFBY444oi9mufJJ5/ERRddFI9wiIiIKEE2/9CIym1BFAx2MLlIFGdOpxMNDQ0AIjf6ERGlI140Iuqd6qoUrFvth9+noKFWjVaD+cqC2LFZRvE4D7Lz0ms8abvTgiHFbgwpdic7FFMw0/owUyxE1DX8nIm/biUXVVXFm2++ialTp8ZMz8/Px5IlS7r0HoZh4K9//SuWLFnC5CIRERERURe1HHeRlYtElI540YiodwrJGtat9qN8iwxN1eHJkyDZRSghHf4qBU31GgBg7MRc3iRARER7jZ8zidGt5OLHH3+MadOmYerUqbjtttui051OJ0499dQuv89LL72EzZs3dycUIiIiMoFJ5xUmOwSitMHkIhGlM140Iuq9yktk+H0KNFVH3yInRFEAANjsIpxuCyp2PV9eIrNSjIiI9ho/ZxJD7M7MBx10EK6++mq88847e90GtSVVVaHrendCISIiIiJKK0wuElE6a33RyJVlhc0uwpVlRd8iJzRVj140SoSQrGHrukZ89UE1Pn+7Cl99UI2t6xoRkrWELJ+oN6kqDaGhVoUnT4pe8G0migI8XgkNtSp8ZaEkRUhERL0ZP2cSo1uVi16vFw8++CAuv/xyXHLJJfjkk0+iz82dOxf/+Mc/9jj/2rVrkZ+fj8svvxyjR4/uTihERERERGnF6XRGf+aYi0SUbrpy0chfHYavLBT3O9LZnpVo76iKDjWsQ7K3X/MgOUSoYR3hEAsRiIj2BseijuDnTGJ0K7nYbPjw4Vi0aBEKC3e3QjvooIM6HUMxIyMDAHDsscf2RBhERERERGmjZeViKMQ7LokovZjlohHbsxLtPaskwmqLHCe2do5hJRhJ0Lf3HBERtY83O+3Gz5nE6JHkIgAIQuydgsceeyyThkRERGlm5Ws7UVUWQl5/O46cmp/scIhS2gEHHIDi4mI4HA7YbLZkh0NElFBmuWjEMX2I9l7eADt8ZUH4qxQ43ZaY6mNdN+D3KcjMtcHb357EKBOPFUdE9GvxZqdY/JxJDKZmiYiIqMfIAQ0Bvwo5wPGFiOLN6XQiKysLkiS1udGPiJKvsbERjzzyCCZNmoS777472eGknLwBdmTmWOGvUqDrRsxz0YtGOda4XzTimD5Ee6+wyAmPV4LFKqKiREbAryIc0hHwq6gokWGxivB4JRQWOTt/sxRRV6VgzbIa/PSFHyU/NqJkbSNKfmzET1/4sWZZDeqqlGSHSEQmZraxqJONnzOJ0WOVi6394Q9/wFtvvdWl1+bn5+OFF17AgQceGK9wiIiIKAH6DXXC7bEiy8sqKiIiSl9HH300Pv/8c4TDYQBAQUFBkiNKPYVFTuzYLKOpXkNFiQyPV4LkEKEEIxfPEnXRyCztWYl6E7vTguJxHgCA36fAXx2Otu/LzLXB45VQPM6TFtU1ACuOiKj7zDQWtRnwcyYx4pZcbGhoQFZWFiZNmgQAeO655zB+/HgMHTo05mcAePnll/HMM8/goYceilc4RERElACjxmcnOwQiIqKk+81vfoODDz4Yv/zyC1577bVkh5OSzHLRyCztWVtia0Vz4naJlZ0nYezEXJSXyPCVhRDedQx5+6ffOjFbe2Xuq0S9D292ais7T8KoCR6sW+1HwK8CBiCKQE5B5DtiVm56jD8ZTz2SXNy0aROee+65NtMPPvhgzJs3DwDw9ttv49JLL8W0adNifgaAmpoalJWV9UQoRERERERpR9M0iKLI9qhEJnH//fcDAD766CMmF+PIDMkJs43pU1elYN1qP/w+BQ21ajTh6isLYsdmGcXjPMjO48W0RON2aZ/dacGQYndaVNHsiZkqjrivEvVOZrzZKdlans90HYAA6DpQW6ngx8/8PJ/1gG4nFxcsWIDLLrsMuv7rs966rsPr9XY3FCIiIiKitBEOhzF//nwEg0EoioKrrroKGRkZyQ6LiCihkp2cMEt7VoCtFc2K24U6Y5aKI+6rRL2X2W52SjaezxKjW6nqL7/8EhdccAEmTJiAZcuW/er3efTRR/HYY491JxQiIiIygZqKECq2yqipCCU7FKKUZ7Va0djYCEVRAACyLCc5IiKi9NPcnrVwHycyc23wV4dRvlWGvzqMzFwbCvdxJmxMn9atFV1ZVtjsIlxZVvQtckJT9WhrRUocbhfqTMuKo/YkquKI+ypR71VY5ITHK8FiFVFRIiPgVxEO6Qj4VVSUyAm92ckMeD5LjG5VLh500EG4++67ccMNN6CqqupXv09+fn53wiAiIiKT+PrDGlRuC6JgsAOTzitMdjhEKU0QBDgcDjQ1NQEAgsFgkiMiop40cuTIdqdv3rwZQ4YMgd/vT3BE1CEBGHKQgartQG05oIYFWG1ATiGQN9CAKtTD54t/GCXrA/BVhJCZI0KWm9o8b3Np8FUo2LpehTs/cZ8Z6b6vmnW7UFvJ2lelzBCsdhU7S4PIG2iD0KLiyNANVJWF4cq2wuYOwhfHkwn31d4j3c+r1L7C/TQEAhoaanTs3NEILWzAYhPg8liQmWugcD8NDYFaNAQSF1Oy9lWez7pG0zRYLL/+BrhuJRdtNhv+/Oc/d/j88uXLcfjhhwMAdu7cidmzZ+O+++6L+bnZUUcdhXvuuac74RARERERpRUmF4mIzEFyiOi/rx39901euzFVMaCFDVg7qG6y2UVoYQ1q2EhwZOmN24U6kzfQhp3bFMgBAVXbw3DnWmCziwiHdDTWaBCtAjJzReQNtMU1Du6rRL1bZq4VI49woWp7GLXlKtSwAatNQE6hFXkDbZAc6TPeIs9nidHtMRc7Mnbs2JgLHJMmTWr352ZZWVnxCoWIiIgS5Dcn5EIJ6mn1pZUomRwOR/RnJheJUsvatWvbnd5c0ejxeAAAXq83YTGRuWXnCqh1C7BZbHC52l7uCagqMtwWZOe64fX2SXh86bqvmn27UFvJ2FczjlewbrUffp+ChloVsl+H1WaDtzDS6rB4nAfZeVJcY+C+2rGQrKG8REZVaQiqosMqicgbYEdhkTOp47Wl63mV9qzfgGRH0Fai91Wez7qmO1WLQByTi3/5y1/i9dZERERkUrl902NwcCKzcDp3j5nBMReJiNJb3gA7fGVB+KsUON0WiC1aK+q6Ab9PQWauDd7+/L6WSNwu1BXZeRLGTsxFeYkMX1kI4ZAOm12Et3/iEljcV9tXVxWb+FXDkTEwfWVB7NgsJyTxS0R7h+ezxOix5GJBQQFUVYUoslKBiIiIiCgRWLlIRETNCouc2LFZRlO9hooSGR6vBMkhQgnq8PsUWKwiPF4JhUXOzt+Megy3C3WV3WnBkGI3hhS7k7J87qtthWQN61b7Ub5Fhqbq8ORJkOwilJAOf5WCpnoNADB2Ym5SKxiJzKa52rdkfQCqYiA7V0hotS/PZ4nRo5WL3S2jJCIiIiKirmNykYiImtmdFhSPi7TL9fsU+KvD0QqbzFxbtLUiL4AnFrcL9RbcV9sqL5Hh9ynQVB19i5zR6iebXYTTbUHFrufLS+SkJYWJzKZlta+vIgQtbKDWLSS02pfns8SIW1tUIiIiSj8//rcO9b4wsrw2jBqfnexwiFIe26ISUbozyzhYZonDDK0VzcYM2yY7T8KoCR6sW+1HwB+pdBJFATkFkYubWblsqUjmYKZziBmO3arSEBpqVXjypJi2ikDkGPZ4Jfirw/CVhZhcJELbat/MHBFWuwibxZbwal8znc9SVbeTi4ZhwO/3Izs7uwfCISIiot5sx2YZlduCKBjsYHKRKAFYuUhE6cws42CZJY5myW6taCZm2TYt49B1A0BkzKfaSgU/fubnmG1kKmY4h5jl2FUVHWpYh2RvfxgwySFCDesIh/S4x0LUG7Su9pXlJgCAy2VNSrWvGc5nqazbycXVq1fjpJNOwp/+9CdcffXVcLt3b6gZM2bgtdde69L79OnTBxUVFd0Nh4iIiJLI6bLA5bHC6eIdYESJwOQikfl89dVX2LFjBwDg+++/BwBs374db7zxBgCgoKAA48aNS1p8qcIs42CZJQ5qyyzbxixxEPUWZjpmrJIIqy2ybFs7CUYlGEl6tvccUTpitW966XZysbGxEVlZWbjlllvwr3/9C3//+9/xhz/8AYIgQNd12Gw2nHrqqQCA+vp6LF26FBMmTMDAgQMBAKtWrUJ1dTVOOeWU7oZCRERESXbk1Pxkh0CUVnJzc1FcXAyHw4Hc3Nxkh0NEAO69914sXrw4Ztonn3yCTz75BAAwefJkvPXWW8kILaWYZRwss8RBbZll25glDqLewkzHTN4AO3xlQfirFDjdlphkia4b8PsUZOba4O1vj2scRL0Fq33TS7eTiyeccAK2bNmCV199Fffccw8uuugizJ8/Hy+++CKASEXiwoULAQAbNmzA0qVLce2112LatGkAgDPOOAOrV6/GE0880d1QiIiIiIjSSmFhIaZMmZLsMIiohdtuuw2zZs3q8Hmv15vAaFKXWe6MN0sc1JZZto1Z4iDqLcx0zBQWObFjs4ymeg0VJTI8XgmSQ4QS1OH3KbBYRXi8EgqLnJ2/GVEaYLVv+8wwhmw8dDu5CAAWiwXTp0/HGWecgRdffBF33HFHTIsmIiIiIiIionQwevToZIeQFsxyZ7xZ4qC2zLJtzBIHUW9hpmPG7rSgeJwHAOD3KfBXh6PjP2bm2uDxSige5+nVyQFKLclOYrWu9m0pXat9zTKGbDz0SHKxmSAIOOecc3DWWWdBFNMr+0xEREREREREiWGWO+PNEge1ZZZtY5Y4iHoLsx0z2XkSxk7MRXmJDF9ZCOFdcXn79/6qI0otZkhita72tbk02OwiAqqaltW+ZhpDNh56NLnYjIlFIiKi9PTBc+Wo3BZEwWAHJp1XmOxwiIiIKEWZZRwss8RBbZll25glDqLewozHjN1pwZBiN1sXk2mZJYnVutrXV6FAC2vIcFvSstrXTGPIxkO3kouyLGPnzp0dPh8IBLrz9kRERERE1IkNGzYgEAggGAxi1KhRyMrKSnZIRERxZ5ZxsMwSB7Vllm1jljiIegseM0R7z0xJrJbVvlvXq1DDBrJz3WlZ7WumMWTjoVvJxeXLl2Py5Ml7fM2AAQO6swgiIiLqRYaOcaNgkAPu7Lg0RyCidnz88cfw+/0AgH79+jG5SERpwSzjYDXHoSo6yktkbPmxMRpHboGEvAH2tLpD30zMto8kOw6i3qL5mNHCOnZskVHyYyPUsAGrTUBOgYT8gTyvErVmtiRWc7WvOz8IAPB6+8R9me1J9hiUZhpDNh66deVvyJAhuPLKKzt8/t1330UoFOrOIoiIiKgXGXpAZrJDIEo7DocjmlwMBoNJjoaI0kWyL9YA5hoHSxAAwwAEAAIECNj1WOhszp5nhm1jFmbZR8wSB7Wv+ZgpWR+AqhjIzhXS9pgxE8PY9S9a/Wu092qi9JbqSaxfwwxjUDaPIdvUqEKvAxr9KjTVgMUqwO2xQrSgV4+73K3k4siRI/Hwww93+PwZZ5yB1atXd2cRRERERES0Bw6HI/ozk4tElAhmuFjTLNnjYDWPcbRzewiiCBSNdseMcbRzewjrVvvjPsZRMzNtG7OJJiqSlJhI9r5K7Wt5zPgqQtDCBmrdAo+ZJGo+r1aVhiAIwD6tzqtVpYk9rxL1Bs1JLGXXzSutKUG9Vyex9pZZxqDMG2BH2aYAtq4NRNs766oB0SqgsS4MJaij/zBnrx13mT3LiIiIiIh6MSYXiSiRzHKxxizMNMYRt01bTLbSnrQ+ZjJzRFjtImwWW9oeM2ZgpvNqM1aEk9nlDbDDVxaEv0qB022JaY2q6wb8PgWZubZem8TaW2Y5j+T2lRCo1xBq0tHUoCEz2wpHhgXhkI66qjAsFgGBeg25fXvnd5EeTy5u374dq1evxhlnnNHTb01EREQmV7apCcGABofLgv7DMpIdDlFacDqd0Z9lWU5iJESUDsxyscYszDTGEbdNLCZbqTOtjxlZbgIAuFzWtDxmzMJM51WANym0h8lW8ykscmLHZhlN9RoqSmR4vFK0Us7vU2CxivB4JRQWOTt/sxRglvNITYUCV6YV9gwRkkOAEjQQblAhWgRk51mhBA24Mq2oqVCQldv7ziM9llysqKjAzTffjOeeew4WiwXHHntsT701ERER9RJrP/ejclsQBYMdTC4SJQgrF4kokcxyscYszDTGEbdNLCZbqTM8ZszJTOdV3qTQFpOt5mR3WlA8zgMA8PsU+KvD0W2TmWuDxyuheJwnbfZTs5xHqkpDUEI6ika6oaoGAn412hbV5bHCYhUQ8Ku99nOmR5KLzz77LK699lrU1dVh8uTJ+NOf/gSv19sTb01ERERERHvA5CIRJZJZLtaYhZnGOOK2icXEEXWGx4w5mem8ypsUYjHZam7ZeRLGTsxFeYkMX1kI4V3HkLd/+lWVmuU80vw543RbYLOLyC2ITbyHQ5HK0t76OdPt5OK3336LmTNn4uCDD8Zjjz2GQw45pMPXejwezJw5E4MHD+7uYomIiGhPjOQs9sjT86CpBixWofMXE1GPYHKRiBLJLBdrzMJMYxxx28Ri4og6w2PGnMx0XuVNCrGYbDU/u9OCIcXutF//ZjmPpPrnTLeTiwcddBBefPFFTJ8+HRZLbPb7xhtvRE1NTfRx37598cwzz8S85sADD4y5IEJERER7TzBJLs/p7vHhnImoExxzkYgSySwXa8zCTGMccdvESvULetR9rY+ZltLxmDELM51XeZNCLCZbqbcwy3kk1b+b9cgVwLPOOqvd6XuqYmx2880390QIRERERERpiZWLRJRIZrlYYxZmGuOI2yZWql/Qo+5rfczYXBpsdhEBVU3LY8YszHRe5U0KsZhspd7CLOeRVP9uxvICIiIiIqJerGXlIpOLRBRvZrlYYyZmGeOI2yZWql/Qo+5rfcz4KhRoYQ0ZbktaHjNmYpbzKm9SiNWcbG1qVKHXAY1+NTosittjhWhBWiVbydzMcB5J9e9mTC4SERFRj/nqg2rUVirIKZBwyKQ+yQ6HKC3k5OTgggsugMPh4HADRJQQZrhYYzZmGeOI22a3VL+gRz2j5TGzdb0KNWwgO9edlseM2ZjhvMqbFGLlDbCjbFMAW9cGoutBVw2IVgGNdWEoQR39hznTJtlqRiFZQ3mJjKrSEFRFh1USkTeA5zPDiP03kbLzJIya4MG61X4E/BqASBvhnILI95CsXCnxQfUQJheJiIiox9RWKqjcxsopokSyWq3Iz89PdhhElGbMcNHXTMx0MY/bZjcmW6krmo8Zd37k7xivlzdJUgRvUoiV21dCoF5DqElHU4OGzGwrHBkWhEM66qrCsFgEBOo15PbtvcmS3qyuSsG61X74fQoaatXovuorC2LHZhnF4zzIzkufbWOW9dEyDl2PZDd13UBtpYIfP/P36u3C5CIRERH1mJwCKeZfIiIiolRnlotXZtOccC1ZH4CqGMjOFZKScGWylYi6gzcp7FZTocCVaYU9Q4TkEKAEDYQbVIgWAdl5VihBA65MK2oqlF5djdUbhWQN61b7Ub5Fhqbq8ORJkOyR8UL9VQqa6iMVc2Mn5qbFPmuW9WGWOOKFyUUiIiLqMWyFSkREROkk1S8a/VotE66+ihC0sIFat5D2CVci6p14k0JEVWkISkhH0Ug3VNVAwK9G26K6PFZYrAICfhW+slDar6tEKy+R4fcp0FQdfYuc0fFBbXYRTrcFFbueLy+R02LbmGV9mCWOeGFykYiIiIgohRiGAUEQkh0GEVFaSPWLRr9G64RrZo4Iq12EzWJL64QrEVFvpyo61LAOp9sCm11EbquOReFQZCzKcEhPUoTpq6o0hIZaFZ48KfpdpJkoCvB4Jfirw2mT+DXL+jBLHPHC5CIRERERUS+3dOlSbNu2DcFgECeccAJGjRqV7JCIiNJCql80+jVaJ1xluQkA4HJZ0zbhSkSUCqySCKstUp1vs4ttnleCkbbg7T1H8dWc+JU6WPeSQ4Qa1tMm8WuW9WGWOOKFyUUiIiLqMXKjCk01YLEKcLr5NYMoUWRZRn19ffRnIqJ00TyuX1VpCKqiwyqJCR3XL9UvGv0aTLiaW7KPGSLqvfIG2OErC8JfpcDptsSc43XdgN+nIDPXBm9/exKjTE9M/MYyy/owSxzxwqt+RERE1GNWvl6Fym1BFAx2YNJ5hckOhyhtOByO6M/BYDCJkRARJU7Lcf0aalWo4cgFmkSO65fqF41+DSZczcsMxwwR9V6FRU7s2CyjqV5DRYkMj1eC5BChBCPtUC1WER6vhMIiZ7JDTTtM/MYyy/owSxzxwuQiEREREVEvx+QiEaWb1uP6efIkSPZIki+R4/qZ8aJRsivTmHA1J7McM0TUe9mdFhSP8wAA/D4F/upw9CaFzFwbPF4JxeM8PIckARO/scyyPswSR7wwuUhEREQ9ZuThHgwd44bDxT8miBLJ6dz9xwjbohJROmg9rl9zUs9mFxM6rp/ZLhqZoTKtdcK1pVS4S7+3MssxQ0S9W3aehLETc1FeIsNXFkJ4140k3v5sr5xMTPzGMsv6MEsc8cLkIhEREfWY/sMykh0CUVpi5SIRpRuzjOtnpotGZqlMa51wtbk02OwiAqqaEnfp91ZmOWaIqPezOy0YUuzmucJkmPiNZZb1YZY44oHJRSIiIiKiXo7JRSJKN2Ya188sF43MUpnWOuHqq1CghTVkuC0pcZd+b2WmY4aIKJUkux15ewwj9t90l+z1kaoJeSYXiYiIiIh6OSYXiSjdmG1cPzNcNDJTZVrLhOvW9SrUsIHsXHdK3KXfW5ntmCEiSgVmaEduxljMgOsj/phcJCIioh6z+fsGNNapcGdbMfSAzGSHQ5Q2OOYiEaWb1uP6tUympeu4fmarTGtOuLrzIze9eL19ErJcah+PGSKinmWWduRmi8UMuD4Sg8lFIiIi6jGbf2hE5bYgCgY7mFwkSqDWlYuGYUAQhD3MQUTUu7Ue18/jlSA5RChBPW3H9WNlGu0JjxmiX8+MbS8p+czSjtxssZgB10diMLlIRERERNTLtUwuAkAoFGozjYgolbQe189fHY62u0rXcf1YmUZ7wmOG6Ndha0XqiJnakZspFjPg+kgMJheJiIiox0w6rzDZIRClJbvdjn322QcOh4NJRSJKGy3H9fOVhRDeVbGXruP6sTKNOsNjhmjvsLUi7YmZ2pGbKRYz4PpIDCYXiYiIiIh6OVEUccYZZyQ7DCKihGse1493nbMyjbqGxwxR17G1Iu2JmdqRmykWM+D6SAwmF4mIiIiIiIiIUgAr04iIeg5bK9KemKkduZliMQOuj8RgcpGIiIiIiIiIKEWwMo1o74RkDeUlMkrWB6AqBrJzBeQNSN+EfPP6qCoNQVV0WCUxbdcHWyvSnpipHbmZYjEDro/EYHKRiIiIeszK13aiqiyEvP52HDk1P9nhEBERESUEL8YT9U51VQrWrfbD71PgqwhBCxuodQvwlQWxY7OM4nEeZOdJyQ4zYVquj4ZaNdpaOV3XR3NrRblRQ0OdioBfha4aEK0CXB4rLFaBrRXTmJnakZspFjPg+kgMJheJiIiox8gBDQG/Cnc2v2IQJdrOnTvh8/kQDAaRn5+PAQMGJDskIqK0wIvx7WM1mDkxEb5bSNawbrUf5VtkaKqOzBwRVrsIm8UGf5WCpnoNADB2Ym5arJvW68OTJ0GyR8YsS8f1AURaK5b93ISStY2QHAKUoAFdMyBaBDTWKVCCBvoPzWBrxTRmpnbkZorFDLg+4o9X/oiIiKjH9BvqhNtjRZbXluxQiNLOd999h2+//RYAcMghhzC5SESUALwY3z5Wg5kTE+Gxyktk+H0KNFVH3yInZLkJAOByWeF0W1Cx6/nyEjkt2gy3Xh/NY5TZ7GJarg8AyO0rIdCgItSko6nBQGaOFY4MC8KKjroqFRaLgECDity+6XPcUFtmakdupljMgOsjvphcJCIioh4zanx2skMgSlsOhyP6syzLSYyEiCh98GJ8W6wGMycmwtuqKg2hoVaFJ0+KHrvNRFGAxyvBXx2GryyUFscv10dbNRUKXFkW2DPE6Hht4aAK0SogO88GJajDlWVBTYWCrNz4JxhZEU7UO6Vq1wAmF4mIiIiIUkDL5GIoFEpiJERE6YMX49tiNZg5MRHelqroUMM6pA7Gy5McItSwjnBIT3BkycH10VZVaQhK0MCQkS7oKtDoV6NtUd0eK0QLEKjXEnKOZ0V4W6masKHUkspdA5hcJCIiIiJKAaxcJCJKvOaL8aII1FYqaPSr0FQDFmvkwrPDlZ4X45lwNR9ul7askgirLVK9aWsnoaYEIxeA23suFXF9tNV8js9w22Gzi8gpiE0AhEM6/NXhuJ/jWRHeVionbCh1pHrXACYXiYiIqMfUVISgBHVIDhG5fTmoPVEiOZ3O6M/BYDCJkRARpQ+rJELXgO0bm6CrBkJBHbpqQLQKCNSFIVoESE5LWl6MZ/WTuXC7tJU3wA5fWRD+KgVOd+xFXV034PcpyMy1wds/Pf6uab0+Wiah03F9AOZJuLIiPFaqJ2wodaR61wAmF4mIiKjHfP1hDSq3BVEw2IFJ5xUmOxyitNKycpHJRSKixPDk2RBqUlG3Mwx7hgVOtwUWqwBNNSA3agg1acjOtyHLa0t2qAljlovxFIvbpa3CIid2bJbRVK+hokSGzaXBZhcRUFX4fQosVhEer4TCImfnb9YDkt3isfX68Hil6DiDyVgfZmCWhCsrj2OlesKGUkeqH7tMLhIRERERpQAmF4mIEk8AYECAAQC7/r+bAWPX80LrGVMYq8HMySxJEjOxOy0oHucBgF3j2CnQwhoy3BZk5trg8UooHudJSGLPDC0eW68Pf3U4Gkei14dZmCXhysrjWKmesKHUkerHLpOLRERE1GN+c0JutC0qESVWy+SiqqoIh8Ow2dKnUoaIKBnqqsJwZlgg9pWgawaCTRp0zYBoEeBwWZCRaYXdaYHfF052qAljtmowijBLksRssvMkjJ2Yi/ISGVvXq1DDBrJz3fD2T1zFoJlaPLZcH76yEMK7Kl0TuT7MxCwJV1Yex0r1hA2ljlQ/dplcJCIioh6x0BSeAACca0lEQVTDcRaJkqdlchGIVC8yuUhEFF+qokOwAAOHuyAHNAT8anTMRZfHCqfLgqqyYFpd4DRTNRjtZpYkiRnZnRYMKXbDnR/p/OD19kno8s3W4rF5fbDiK8IMCVdWhMdK9YQNpY5U7xrA5CIRERERUQqw2WywWq1QVRVAJLmYmZmZ5KiIiFJb8wVOXTeQWyAhtyC2bWHAr6blBU4zVINRW2ZIklBbbPHYexhG7L+JworwWKmesOmOZI/dSrFSvWsAk4tERERERCnC4XCgsbERAMddJCJKBF7g7Fiyq8GofaxKMx+2eDQ3M46Hme4V4amesPm1zLCvUqxU7xrA5CIRERH1mB//W4d6XxhZXhtGjc9OdjhEaWfq1KmwWq1wOBzIyMhIdjhERCmPFziJqLvY4tG8zDoeZrpXhDcnbFRFR3mJjC0/NkYTNrkFEvIG2Ht1wubXMNO+SrFSuWsAk4tERETUY3ZsllG5LYiCwQ4mF4mSoLCwMNkhEBGllVS/I52I4o8V0OZltvEwmxmItGZNdHtWs9FUHQG/iia/BlXVYbUasDtUaGr6VfmadV+lWMlqrRwvTC4SERFRj3G6LHB5rHC6eAGNiIiI0kMq35FORPHHCmjzMtN4mC1bXvoqQtDCBmrdQlq2vAzJGtYsq8bGNQ0IyRqs9kgFMASgviaM9V81QNeBI07LT5vPYDPtqxQrldvVMrlIREREPebIqfnJDoGIiIgo4TiOHRH9WmzxaF5mGQ+zdcvLzBwRVrsIm8WWli0vf1kfQMnaAAL1KhwZIpyZVlgsAjTNgNygIlCvomRtAINGBLDvQVnJDjchzLKvUqxUb1fLZt1ERERERERERERESSQIkVZ5AgABAgTseix0NifFS8vxMNuTqPEwW7e8dGZaYJMEuLKs6FvkhKbq0ZaX6WDzD41orAvDJgnI6hNJ1lisAiS7iKw+EmySgMa6MDb/0JjsUBPGLPsqxWp97LqyrLDZxZQ5dlm5SERERESUItauXYsvv/wSsixj8ODBOPnkk5MdEhGlqJCsobxERlVpCKqiwyqJyBvANqBERHurubJl5/YQRBEoGu2OqWzZuT2Edav9vbaypTczy3iYbHkZq65KgSLryC6Q2iTfBQFwZlpRt1OB3xdOToBJYJZ9lWKl+rHL5CIRERERUYpQFAU7d+4EADQ2ps+dukSUWKk8dgz1nOYEdMn6AFTFQHauwAQ0UTtaV7Y0X4C22UU43RZU7Hq+vETulRefezOzjIfJlpexoikao4MXNE83OnpB6jHLvkqxUv3YZXKRiIiIeswHz5WjclsQBYMdmHReYbLDIUo7Docj+nMwGExiJESUqlJ97JhUYIaq0roqBf9bWYuyzTKqypqgqQYcTgXZ+RL6D3Vi9JE5TEAniRn2D4qV6pUtvVnzeJgA4Pcp8FeHozfUZOba4PFKCRkPs2XLy/baWqZby0tPngSpJAi5QYMjQ4TQonzRMAzIjRokpyVhnzNmOK+aZV+lWKl+7DK5SERERESUIpzO3XeiynLvHLeBiMyNFTbmZoaq0pCsYc2yamxc04CQrEHTI3fjh4IaKrbKqK1UoIR0HHFaPi9yJpgZ9g8zSnaVrdkqW8yQKDGT7DwJYyfmorxEhq8shPCuJIG3f+LWSeuWly0lo+VlsveRfca4UfZzAHU7w6ivVuF0W2CxCtDUSGJRVXRk59tQNCb+30Na3kxTt1OBGjZgtQlJuZnGDPsqxUr1drVMLhIREVGPGTrGjYJBDriz+RWDKBlYuUhE8cYKG/MyS1XpL+sDKFkbQKBehSNDhMNugWgVYBGtkBtUBOpVlKwNYNCIAPY9KCtucVAss+wfZtMy4eqrCEELG6h1CwlNuJqpsoUJ6PbZnRYMKXYn7XOtdctLm0uDzS4ioKoJb3lphn1k8AgXto/MxMZgPUKyhsa63e1PDcNARpYVQ0ZmYvAIV1zjaH0zjSACMABNQ9Jupkn2vkqxUr1dLa/8UbcZhgFN0xK+3OZlqqqa8GUTtcR9keLNYrHEtPkws6EHZCY7BKK01jK5GAqFoOs6RLF3tlghInMyW4UN7dZcVaqEdGRkWlBToUBXDYhWARmZFjQ1aAmpKt38QyMa68KwSQKy+kgIhxUAgCSJsEkSNDWExrowNv/QyORiArHquK3WCdfMHBFWuwibxZbQhKtZKluYgDav1i0vfRUKtLCGDLcloS0vzbKP2J0WjJ2YC5skoLxERk2lAi1swGITkFsQSdSMOSon7uuj9c00zkwrLBYBmmbwZhoCkPrtaplcpG7TNA3Lli1L+HIVpfkPlPS7Y4rMhfsixdvEiRNhtfIjm4g617ItKhBJMLaeRkTUHWaqsKFYVaUh1JQrCAU1BPxhhGQdumZAtAgI+EWIogBdNeJeVVpXpUCRdWQXSGh9f5wgAM5MK+p2KvD7wnGLgdpi1XFbrROustwEAHC5rAlNuJqlsoUJaHNr2fJy63oVathAdq47oS0vzbSPZOdJOOwkb1JbgLa+mab5M89iFXgzDUWlcrtaXqmkXosX2sksuC8SEZFZSJIEQRBgGJHWQLIsM7lIRD3KLBU21FYwoKGmUoEgRJJ4DrclWkERbNRgGECgXoPcGN/OQ9E9wujgBc3TjY5eQPHAquO2zJJwNUtli1nWB3XOQOQUmujTqNn2kWS3AOXNNNRVyd5X44VXxKlHHXfccQlrvcVqMTIL7osUD7quY/ny5ckOY6+VbWpCMKDB4bKg/7CMZIdDlHYEQYDD4YAsywA47iIR9TyzVNhQW4F6FZqmQwCQU2BvVUEhorYyBGPX6+LJkydBKglCbtDgyIi9PmAYBuRGDZLTkpbjtiUTq47bMlPC1QyVLWZaH9SWGcYHbd5HRBGorVTQ6FehqQYsVgFujxUOV3rtI7yZhtIdk4vUo0RRTFgVl65HPqhYNUbJxn2R4qG3juG59nM/KrcFUTDYweQiUZIwuUhE8WSWChvqgCHsutppoMVlz5jH8R7Je58xbpT9HEDdzjDqq1VY7TpEiwBF1yE3alAVHdn5NhSNSa27982OVcdtmS3hmuzKFrOtD9rNLOODWiURugZs39gEXTUQCurRsX0DdWGIFgGS05I2+0jrm2mEFuWLvJmG0gGvhBMRERERpRCHwxH9mclFIooHM1TYUFuuTAssNkCAgPoaFU6XBRarAE01IAc0WG0CdMNARmZ8t8/gES5sH5mJjcF6hGQNyq4KFosl0rY7I8uKISMzMXiEK65xUCxWHbfVOuHaUjomXJmANi+zjA/qybMh1KSibmcY9gwLnO4WnzONGkJNGrLzbcjy2uIWg5m0vpmm9frgzTSU6phcJCIioh5z5Ol50bYoRJQc/fv3h9PphNPpRGZmZrLDIaIUlewKG2rL4bYiJ98OJahB1wwEm7RoRYkjQ4QoRipKnJnxvRRkd1owdmIubJKA8hIZO8uaoIUNSE4RuQWR5NWYo3KYhE4wVh231TrhanNpsNlFBFQ1LROuTEB3LCRrKC+RUVUagqrosEoi8gYk7oYas4x1KAAwIOzq9tm61acRGQsSQtwr5M2i9c00jXW71wlvpqF0wOQiERER9Rinm18tiJLt+OOPT3YIRESUBJGqIwl1OxVkZFnR1BBJMooWARmZFjTVq8jOlxJSdZSdJ+Gwk7woL5GxdX011LCB7NxMVrcmGauOY7VOuPoqFGhhDRluS1omXJmAbl/LsQ4batXoOknGWIfJHg+zrioMZ4YFYl9p900suz5nHC4LMjKtsDst8PvCcY3DLFrfTFNTqUALG7DYBN5MQ2mBVwCJiIiIiIiIqFdKdjWJmbSsOgo1acgtiK06khyWhFYdNVe3uvMjLbq93j4JWS7tmZmqjs1w/LZMuG5dr+5KhLvTNuHKBHSs5rEOSzc2IeAPQ7AIEAUBSlBFoC6MhhoVQGLGOjTDeJiqokOwAAOHuyAHNAT8arRC3uWxwumyoKosGPckp5m0vJmGxwylGyYXiYjIFKqrq9sdG8xmsyE/Pz8JERERERFRR8yQFDBDNYmZsOqIehMzHr8GAMOI/JcMZjivAuZKQCdbeYmMndtlVJUFIzdrNO5uNy05xMh0pxD3sQ7NMj5oc5JT1w3kFkjILYg9RgN+NSFJTrPhMUPpislFSprzzz8fI0aMwOzZs7v1PkceeSRuvfVWTJo0qc1zDzzwAP773//ipZdegiia+4NNlmXU1NSgoKAAVmvnh2ZFRQU0TQMA6LqOgQMHtvu6999/H1999RVuueWWPb7fO++8g/feew8PP/zw3ge/iyzLOPTQQ/HCCy9gzJgxAID169dj3rx5mDt3LiyW3V+AdF3HaaedhquvvrpL7dt++eUXHH/88XjhhRdw6KGH/uoY42nVqlX429/+hjfffBM2W+zg1WeffTamTZuGadOmJSm6nvXUU0/hu+++69b+0tp1112H4cOHt5m+evVqvPXWW3ucd+HChXjttdfwyiuvdLocVVVRWVnZZnqfPn3gcDhipp1++uk4+eSTcdFFF3X6vhTx1QfVqK1UkFMg4ZBJvDudiIgoFZkhKdBcTVK+RYam6vDkSZDskaoOf5WCpvrI30rxriYxG1YdUW9gpuO35fnMVxGCFjZQ6xYSnuSsq1Lwv5W1KNsso26nAjVswGoTkJ0vof9QJ0YfmZNWN0uYxY4tMso2ydBUAyFZh9NlgcUqQFMNyIFIS9CyTTIKBsc3uWiW8UFbJzlbjv+YyCRnM7Mk5InSFZOLlDS//PILcnNzo4/Lyso6nSc3NxdO5+4PyoqKCqxatQr9+vVr9/Uvv/wycnNzTZ9YNAwDU6dOxXvvvYdLLrkEjz/+eKfzHHLIISgtLY0+vuGGG+DxeHDDDTdAknZ/4XzzzTdRXl7e6ftt2rQJ7733Xsy0tWvX4rvvvmvz2oMPPhj7779/m+m6ruPHH3+ELMvRaW63G08++SSKi4tx6aWXRqd/+OGHePvtt3HXXXd1GhsAhMNhbNq0Kea9zaayshLvvfcedL1t+4ePP/4YY8eOTUJU3bNmzRpkZWVh3333jZn+9NNPIzs7u0eXlZWVhZtvvrnN9Msuu6zTed1uNxYvXowVK1bgmGOO2eNrN2/ejBEjRrSZvmLFChx99NHRx5988gmWLFmCkSNHdh48RdVWKqjc1rYClYgSp6mpCRUVFQgGgxBFsd1zHhHRr2WWpEB5iQy/T4Gm6uhb5Ixe4LTZRTjdFlTsej7e1SRmxAoKMjuzHL+tz2eZOSKsdhE2iy2h57OQrGHNsmpsXNOAkKxBEAEYgKYBFVtl1FYqUEI6jjgtnwmTBKutCCEk67DZBGTlWiEIkX3VYhVgswvwV4URknXUlIfiGkdzZXqoSUXJjwFUrQtCVw3Y7EHkFkgoGuVKSGV66ySnxxvbfjtRSU7AHDc6EaU7JhfJNIYNG9ZuS8SWXnnlFfzud7+LPl6zZg1cLle7ia6amhp8+eWXePbZZ391THV1dQiHw8jLy2vzXHOlYWuCIHSY7OzIgw8+iPfeew+zZs3C448/jgMPPLBLCZUFCxbg+OOPx9ixYzFq1CjMmTMHgiDg/PPPx6ZNmwBEEiaHHnooPvnkk+h8eXl5KC4u7vT93377bdx6660oKCiITisvL8c999zT7jpvz4ABA3DJJZfgH//4By666KJo9eIDDzyA0047LVrhSO1TFAXBYBBZWVltngsEAqirq+twXofDgT59YivHdF2HLMtwuVxdWv4f//hH/Pjjj1iwYAFOP/10AJH2patXr8Z9993X9V9kL6xduxZz585FRkYGAMT8jitXrsSOHTvazKNpGtxuN26//XZcfvnlbZ53u904+eSTAQDDhw9HY2NjzPP5+fkx60qWZVx22WU45phjcM899+CII47AiSee2BO/XsrL2dUWJaeAX+KJkmXHjh149dVXAUSqsplcJKKeZJakQFVpCA21Kjx5UkzlBACIogCPV4K/OgxfWYhJNiKTMcvx2/p8JstNAACXy5rQ89kv6wMoWRtAoF6FI0OEM9MKi0WAphmQG1QE6lWUrA1g0IgA9j2o7bUBip+mRg2aaiAj0xJNLDYTBAE2u4igrEIOxH+MwfqaMEp/luGvDkMJ6jA0QNc0+Ksj04ceGI57Ms0s7bfNcqMTUbpjcpESaseOHfjqq68AAD6fD5s3b8Ybb7yBwsJCfP/99zB2NbYfPXo05syZg9NOOw1AJMEyZsyYaEVefX09qqursXLlShQXF6OiogIAYLVao4mwpUuXwuFw4NRTTwUA/P73v8eYMWPwpz/9aY8xhkIhvP7663j77bfx8ssvY+zYsfj888/bvG7hwoW48MIL20x3u91oaGjo8jpZvHgxbrjhBtx4442455570K9fP1x11VVwu90477zz9jiv1+tFOByGz+fD5MmT0a9fP5x66qnQNA1PPPEEmpqaUFtbi/r6eixbtiw630knndSl6kgAGDlyJL799tvo49YVbAAQDAZRXV2NQCAAANi5cyfKysqQm5uLmpoaTJkyBd988w3WrVuH3NxcrF27Fu+//z7efPNNlJWVoW/fvrBYLNA0LbotW2uuvqyqquqwyrW9tpbx5vP5otu7uroaAFBaWtomDk3TUFdXFxN7//79O3zf9evX44orrsDHH38MwzAwaNAg3HrrrTHtORcsWIArr7yyw/eYMmUK3nzzTQBAY2MjrrvuOixcuBBNTU0oLi7GPffcg5NOOmmPv98777yDGTNmYNq0aXj00Udx2WWXRaszd+zYscf9aMaMGb+qutHn82HSpEmYMWNGm+fuvfdeLF++PKbquVl2dja2bNnS5hj3+/0oKCiIJhcFQcBPP/2EnTt34qSTTkIwGERTU1NMcvHqq6+GzWbDu+++i3vuuQdnn302vvrqKwwdOnSvf590w1aoRMnX8jOosxu3iIj2llmSAqqiQw3rkDoY10lyiFDDOsKh+F/wpfY1t6srWR+AqhjIzhWS0q6ObfPMxyzHr1nOZ5t/aERjXRg2SUBWHwnNOSyLVYBNkqCpITTWhbH5h0YmFxPM6Y60QQ0HdRiZQMv8omEA4ZAOi1WA0xXfc0l9jYKVr+9EVWkImmYgO98Km10AdAsaalVUlYaw8vWdmHJJf2TlxjfBaIb222a50Yko3TG5SAn13XffxSRDvv32W5x99tkYOHAg1q9fDyCShAmHwxg+fDj2228/AIhWGTUnF//5z3/GtNMcMGBA9GdZluFwOPDiiy/id7/7HTIzMwEAp512Gs455xxMmTIl+r7tqaysxJ133gkAbe5Kaqm5avH111+PadXaclzBzixduhTnnHMOzjjjDPz9738HANx6662ora3FzJkz0dTUFNNKtD2ffPIJxo0bh9zcXEycOBGXXnopxo8fj1tuuQUnnngiCgoK8I9//CP6+paVlZs3b8aqVasAAF9++SXq6+ujlZ4HHXRQl3+P999/P5oIBoBTTjkFQCRx2rLStHWVYvPrNm3ahKFDh2Lr1q0YNmzYHpd1xhlndPjc22+/HU0g/Vq6rqO6urrdatX2nHfeeW3ayXb0O9x1110x+63RwSjxq1atwuTJk/Gb3/wG//nPf9CnTx88+eSTuPjiiyFJEn7/+98DiCQP21vWihUrcPfdd2PWrFnRaTNmzMAXX3yBxx57DEOGDMELL7yAKVOmYOHChZg+fXqHv192djbeeecdnHXWWXj88cdx0UUXYcmSJcjIyMCiRYugKAp27tyJ/Pz86PEZDodRWVkJVVVxxRVXdPjev9b06dPxzDPPoKGhIXp8A5Fjd9OmTZgwYULM62fPno3FixfHTPvoo4/w9ddf46STToomhZuTi3fccQdefPFFfP3113A4HLjtttvw7bffYuLEifjoo4+wzz779PjvRETUk1p+L5FlGYZh7PE7DRHR3jBLUsAqibDaIlUKtnZiUYKRSor2nkt1ZkimmWkcO7bNMx+zHL9mOZ/VVSlQZB3ZBRJaf2UTBMCZaUXdTgV+XziucVBbffraYc8IQFMMNNSE4Wgx5mIwoMEwAHuGiD6F8T2PrFvth79KgaYZyB9oh6pG9gVJilTZ7twegn/X+W7cSV27ntUTmi9rdXB5K27McmOAGdXXRPaD7RubEA7qsDlEDByegeJxnrgnnin9MLlICXXSSSdh+/bt0ceyLGPYsGG45pprotOaq99aJg0URQEA2Gw2AMC1116Ls846C4cffjjuu+8+HHfccXj33Xdx6623wuFwoKqqCh9++CE++uij6HtMnToV//d//4eLLroIK1eu7DDGQYMG4aeffgIQqaDsSG1tLex2e0xSbW889thjuOqqqzB16lQ8//zzMUnJuXPnwu12Y9asWfjxxx9x//33x4yj2NIHH3wQU302d+7c6L8ffPABHA4H3nrrLQCRpI/NZkNtbS0A4JtvvsEtt9wCIJIsDYVC0cc33HBDl3+XiRMnYtOmTdi4cSNOOukkvPLKKzjooINQWFiIrVu3Rl+3evVqnHnmmfjmm29iKs+aK/j69++PFStWtHn/TZs2xVTszZ07FwcffHCb1+1pe3XVTTfdhCVLlmD16tVdqrp77LHHouvz448/xnXXXYc1a9bAbo8dvProo4/GzJkzccEFF3T6nqNHj8Ztt92Ga665Jjpe6P/93/9h1KhR+Oc//xlNLg4aNAiDBg2KmVdRFPzxj3/E+eefH90vPvvsMyxduhQvvPACzj77bADAhAkTUF1djdmzZ2Pq1KmwWjv+OLBarVi4cCFqa2tRVlaGJUuW4LHHHsOFF16I77//HgceeCCWLl0aHVNy8eLFmDFjRkxiuaf06dMHOTk5AIDJkydDkiTMnz8fgwcPxksvvYSbbrqpTcvTrKws9O3bN2ZadXV1NJlYXV2NzMxMiKKI66+/Ho8++igeeughZGZmRitN7777bpx//vmYMGECXn75ZRx55JEx77dx40bcfffdcLlccLlcuPvuu3v8dyci6qqWlYu6riMcDnf4PYKIaG+ZJSmQN8AOX1kQ/ioFTrcl5uKirhvw+xRk5trg7W/fw7ukHjMk05rb1ZX+3ITGOhWqpkEQBDQ1qGisU9FQqwJIzDh2bJtnTmY5fs1yPov+9h0laJqnJzqDQyjcx4n+2zJQtrkJkkNAsEmDrhkQLQIkpwAlCPTfJwN94zzG4PaNTQjUa8jMsbabTMvMtqKhTkXpz3Jc4wDM8TljlhsDzOaXDQGsfH0n/FUKAvW799Wq7UFs/qERR56ej0H7dW2YpO5i94L0wOQiJdVDDz0Ei8WC888/PzqtveRiKBQZGLk5YZObm4vKykrU19fj5JNPRr9+/dDU1IR+/frhqaeewrvvvgtd1/HII49gzpw5qKmpQW1tLXbu3IlAIIBPPvkERx99dLdir6mpiRmLsKuCwSBuuOEGPPLII7jhhhtw9913QxRF1NXVRePKzs7GX//6VwwdOhSzZs2Kjh3Z3phJn376aZuE1cqVK/HnP/8Zffr0wVVXXYXbb78dQKRaq2XC54wzzohWAo4aNQqhUAg///xz9Pl77rmnS7+Ty+XC0KFD8c477wAAli1bFl3O4MGDo69rTjQOGjSozViAQORiaHvb5YknnkBOTg5qa2vh8Xjw/vvv49prr+1SbHvr+uuvxwsvvIAZM2Zg6dKlnVaiDh48GIWFhQAilaBApJVs6+SizWZDYWEhRo4c2WkMHo8H1113Xcw0URQxfvx4PPfcc3usQLnnnntQW1uLBx54IDptzZo1AIATTjgh5rWXX345jjnmGHz88cdtnmvNarUiLy8Ps2fPRnZ2Ns4555wOX/vyyy/j2GOP/VXHR2cWLFgQ/Xnx4sWYOXMmDj30UKxatQoNDQ3weDxt5pk9ezZmz54dM63l8VtZWYmCggLMmzcPTz75JJYuXYpLL700pvITAO677z6sWrUKt99+O5YvXx7zXG1tLY4//nicc845XRovNZXJjSo01Yi0hnHzawZRMrRuzR0MBplcJKIeY5akQGGREzs2y2iq11BRIsPjlSA5RChBHX6fAotVhMcroTDOF3zNpHVST7QAoiBACSY2qVdeImPnL0FUlQYhOQTIjTp0DZDsAiSHgKpSFZJdjHu7OrO1zeMFzt2aj9+GGhWbv2uAIAoQRQG6bsDQDbg8toQcv63PZy0l8nzmyZMglQQhN2hwZIgxf+8bhgG5UYPktLDKNgma91UlpKOxToXLEzmv6oYBXQPyBliRP8gR9301HNShawZsUvvJNJtdhK4ZUIJaXOMwy00bZrkxwEyaW+dWbg1C0wxk5lhhk0SEFR0NtSqCgWDCWueye0H64FU/SpoNGzZgzpw5eP755/HQQw/hqKOOwvjx46OVQi3bUrZOLgLAV199hX79+kVbfG7cuBHDhw/HokWLsGbNGgwbNgzl5eXIz8/H0KFDkZ+fj7y8PLz22mu49957u51crK2tRUFBAX755ResXbsWBQUFGDVq1B4v3q1atQoXXnghysrK8J///CdmTMXNmzfjtNNOw9dffx2tADv//PMxatQozJgxA2PGjMHVV1+Nu+66K2Y9/P73v8e8efOw7777orKyEgDw8MMP4/jjj0d2djbq6+uj67SqqqrduL7//nusXbsWeXl5aGxshNsd+cNqb9uoNbcHXbBgAc4++2wcddRRWL16dXT5a9euBQC8+eabyMqKjBMwfPjwPVYcfv/991i0aBH++c9/4vrrr8eNN96Im2++GcuXL8dxxx3X5di6Ki8vD2+88QYmTpyImTNn4qmnnjLNBdnt27djwIABHW6TpqYm3H///bjyyiuj1X3A7varrec78MADAUT2vc6SiwCwfPlyPP3007j//vujF65VNXKBQtMiXyArKyvxxhtvYNGiRXv3y+2FkpISVFVV4dBDD8Wbb76JefPmYZ999kF9fX27ycX27Ny5M9qmt/k8cckll+Doo4/GmDFjYsaAbSZJEq655pqY6mtqa+XrVajcFkTBYAcmnVeY7HCI0pLFYoEkSdHOD8FgMPq5S0TUXWZJ6tmdFhSP80BVdJSXyNjyY2P0olFugYS8AXYUj/OkVdKmbVLP2F1hk8ik3hYZZVuaoIUNKAZgd4oQrQIsogXBRg2aaqBsSxP6DnHENQ4ztc3jBc5YdqcFA4ZnoGRtI+SAFlNh48qyQMqIPB/v47f1+czm0mCziwioakLPZ/uMcaPs5wDqdoZRX61Gx/nT1EhiUVV0ZOfbUDQmvdo7mkHzZw2AVsevBZk5Vni8UkI+a2wOEaJFQCioQQ3raGrUYBgGbLZIlZ6mNp/r4xuHWW7aMMuNTmbSunVu8zqRHGJCW+e2TkBn5oiw2kXYLLaEJqDNkghPdUwuUlKEQiGcc845yMzMRJ8+fXDPPfdEWzhu2LABDocDQ4YMib4+GAwCiE0ufvHFFzjssMOijzdu3IgJEybg73//+x4TYqNGjcKOHTu6/TvU1tbif//7H4YNGwan04n6+noMGTIETz/9NI499th253niiSfQr18/vPfeeygqKurScsaOHYsffvgBt956K37++ec2ia7rrrsOAwcORGZmJpYvX46ysjJ8/PHHOOCAA3DZZZdh/vz5ePnllwHsXo+tPf/888jIyEBVVRVOP/10LF26FDabDcFgMGbcpj0JBoPRdrMzZ87ErFmz8P333+OZZ57B0qVLAexOEt98883RisBLL720w+RiKBTC+eefjyOOOAKnnHIKrr/+ekyYMAGnn346LrzwQnz33XddSib98MMPKCkp6dLv0ezKK6/EnDlzsG3bNrz22mvwer17NX9Pa2xsxBdffIHJkyd3+JpFixahoaEBF198ccz05vW7dOnSaEtVAHjyyScBIKZ17Z4MGzYMl19+Oa666qrotPLycgCIJrZ//PFH7L///jj11FO79J6/xuuvv44///nPuOSSSzB37tzoOK5lZWUx46/uSXl5OSwWC8rKyrB+/XpkZWVFE451dXXIysqCKIqYN28epkyZEn3fn376qd0KYiIis3E4HNHkoizHvz0SEaWP5gutwYCKrWsD+GVDEzRVh8UaSeoNGelKaFJPECKdAgUAAgQI2PU4wUPNmqEqrXVSz+G2wGIRoGlGQpN61RUhhJp02GwCMnNtCIcjn0eSJMImifBXKQg16aguV+IWA2CetnnRitKNTQj4wxAsQrSiNFAXRkNNYipKzSQkayjd2ASbJMLhsiIjyxpTDWaTRJRubELBIEdc10nz+UwL69ixRUbpegWaasDhVJFTICF/YGJuUhg8woXtIzOxMViPkKyhsW73ja6GYSAjy4ohIzMxeERi2xmyyjYiO0/C2Im5KC+R4SsLIbyrWs7bP3HrZODwDFSUyKgpV+DIiFSjGQYQtmoINWkINunweG0YsG98E+FmuWnDLDc6mUlz61xXlgWhJh0hWYeuGxBFAXanCFemBYF6Le6tc5sT0EpIR0amBbVVIeiaBmeGiIxMC5oatIQkoM2SCE91TC5Swum6jnPPPRdr1qyB1WrFcccdh5dffjlaRbR+/Xrst99+0bHmgN2tUjMyMqLTPv/8c5x55pnR57/88kvcdNNNEAQBtbW1aGpqanf5++23X4fJv71x00034Xe/+x3OO+88OBwOfPPNN5g+fTrOOOOMaCVja08++SQkSdqrakAg8nvff//97VYSer1e7Lfffjj11FPx7LPPIicnB263Ozpe4HXXXddhW1QgUnm2cOFCzJgxA8uXL0cgEMCFF16I//znP2hqaopZ53uydOlS/OY3v8GKFStw7rnn4sMPP0RpaSkef/zx6Gs++eQTHHPMMfjf//7XblvU1mbPno1NmzZhzZo1Mb/3Qw89hAMOOAAXX3xxNHG6J6+88kpMO82uaK5aW7lyJV544QVcffXVbV7T2NgIv98fvXhbXV0NACgtLW3Tkk7TNNTV1UWrOIHIdm1ZYbgnf/vb39DQ0IA///nPHb5m/vz5OOaYY2Ja0QLAcccdh6OOOgqXXXYZSkpKMHDgQCxduhQ7duzotO1rM0VR8PLLL+ORRx6Jmf7ZZ58BiCT7p0yZguOPPx7ffPNNzPHb06677jqMHz8eU6dORU5ODu666y4Akfavp5xySpfeY8eOHbjmmmui470ahoEhQ4ZAVVWMGTMGL7/8MsaNG4fXX38dHo8HZ599NrZs2YLi4mJs2rQJQ4cOjdev1+uNPNyDoWPccLjS749OIjNxOByor68H0PHNRUREv1Z9TRg7NsvwV4cRatKga4Bo0eCvjkwfdlA4YeP67dwegigCRaPdMXek79wewrrV/oQkbMxSldac1LNYIi3jmupVGDogiLsTaaEmI+5JPXlXIjMj09ImySsIkQt7QVmFHIhv+77mtnlNjSr0OqDRv7t9v9tjhWhBQtrmlZfI2LldRuX2yAXdYOPuKj2H24LGehWSU0irC5y7L/oa6FMooalBg64asFkTe/G5WbRpza79NdFDHNqdFoydmAubFNkPaioVaGEDFpuA3IJIgmTMUTkJSWKZ5XwGmCvJaXdaMKTYnbRjdOgBbnz5fjV0DQjUa7A5AKst0ko4UK9DEAQYu14XT2a5aaN1Ram/OhzdVzNzbQmrKG1mhn01HNShKjqCTYCha1DDkTbTgihACQoQxMj2i3fr3KrSEGrKFYSCGgL+MAINKnQNkO1AwC9GWmCrRtwT0GZJhKc6JhcpoVRVxSWXXIJ3330X/fr1w0knnYTPP/8c7777LqZOnQog0jqzdWVQc3LR5YrcpVVfX48ffvgB++67L+rr67FixQoIghBtdXrjjTdi/vz57caQnZ2N2trabv8uRx99dExr1YMPPhgPPfQQJk+ejLfffhsXXnhhm3laj8O3tzpKSg4ZMqTD6rPO2qIuWLAAgwcPxgEHHICVK1di0aJFGDNmDF588UVs37492na2M48//jhOP/10rFixAjabDZ988kmXq8ja8+STT+LBBx/E/Pnzsd9++0XHMwSAgQMHYv78+Zg2bRpuvPFG3HvvvXt8rzlz5mDOnDldXrau67jiiivwwgsvYMGCBdF9s7WnnnoqmpxqadiwYe2+/q677oomwoBIheczzzzTaTzffvstHnjgAVxwwQUdVnk2J9g7Sj4uXboUc+bMwdtvvw2bzYaTTz4Zc+fOxeDBg5Gbm7vH5RuGgfPPPx9vvPEGfv/73yM/Pz86/cUXX8Sxxx6LxYsXR3+3eCYWm/flgQMH4tVXX0VOTg7KysrQ1NSEDRs2oH///jEJ3Ja8Xm/0GGz9mk8//RSnn346BEHACSecgDfffBPjxo3DmDFjsGbNGpx99tl47bXXMH78eCYWO9F/WNduSCCi+Gp5kwuTi0TUk6Jj+mwLIhzSYc+wQLQI0DUDoYCGym2JGdPHLHekm6ntltyoIRzSoVkANWy0urAYGa9L1xH3pF7GrpaO4aAOIzM2O2MYBsIhPTI+tyu+Sb28AXaUbQpg69pAtKJFVw2IVgGNdWEoQR39hznj3jZvxxYZv6xvQlO9Cl3fXVWr6wYaalSIIvDL+iYUDHamzQXO1hefQ7IeTbgm8uJz8/FbVRqCIAAD95N2te9zwF+loKo0cTcpZOdJOOwkb1Kr48x0PjNTktMMAn4NBYMcCO5qh6oEdaghA6IFcLgi43T2HeRAwK8hr3/84mi+aUNu1NBQpyLgV6PnVZfHCotVSNhYh2aoKAXMs6+K1kingqYGDaIgRG+WgG5ACxswDAMGAIs1vq0dggEN/9/efcc3VbZ9AP9ldO/SskfZZZcpCCjILKMighVBEAFFkSXIlqGAg+0DIkNQtgwZBUFepoBM2RsKBUpLKdDdtFn3+0fIoSFpG6BJWvh9Px+ex56VK+ecnOSc676v+1GcGoCARi2g1wvIZIZxMDNVejg5y5CWrIMq1ba/RYyJcLkcSIhTmzUwcvWwTyL8ZcfkItnVgAEDsHbtWmzbtg0TJ06Ep6cn/vzzT9SrVw9DhgxBiRIlsH37dkyfPt1kPWPLey8vLwCG3o3u7u44d+4cqlevjqCgIDRr1sykhGfHjh3xv//9z2Q7a9aswffff2+z92ccK/HKlSs2e42sMjMzcffuXVy6dAmdOnWyuExOZVGTkpIwceJE/Pjjj1LisXTp0lizZg3efPNNzJgxA++++26ucZw8eRL79u3DggULpB5+JUuWRGxsLPT6Jxdp42vExMSYxOLt7S0dWwBYtmwZPv30U3z22Wf4+OOPLb5m586dMW7cOEyePBlCCPz444/P3CM0O3369MGmTZtw8OBBqUetJd27d0ezZs2g0WgAAE5OTs/0Orkl9QDDOIsdOnRAcHAwfvrpp2yXO378OHQ6HerUqWNxvoeHh9m5b+x1WL169Rxj+PLLL7F27VqsX79eSiwCwN69exETE4MtW7agTp06OHXqFGrXrp3re8qOVqvF3bt3sx0bNDMzM9eE9eDBgy32MgWAXbt2oUWLFhbnPXjwQDoerVu3xvTp0zF16lRUrFgRW7duBQD88ccfFhsNEBHlR0wuEpGtXDyShEexmVCl6eDqYRjnSavWQyaXQekigypNh0exmTYf0ye/tEh/uvzXo3tq6UGrvXtguTzuMSIyAKWLDE7OcsgVcuh1Ahq14UG0TAE4u9j2waJfURe4uKVBpxVIfqSF0lkPuUIGtV4PVZoOAoZxGP2L2Tap51/UGWnJOmSk6ZD8UAMnF8OYZfoMPZIfauDsKkdasg7+RW370PdBdAZSEjQQuqzHRWZyXFISNIi/8+p8XxsfPgtheOgNueE5uFYroFbpoXCyz8PnpxspqFSGClgeHkqHls0z9pi0V89JI+l6lqGDu7cSj+6ppYfx7l4KpCdr7dpoI/paOlITtZArIJUSTk3UIiXB/qWEHd0zzZAAlyG4gTdSErR4GJsOnQ5wcXGCT6ATvPyUyEjT2/w7L7CkC+5eS8fNC6lwdpVBnfFkbN/URDXUGQIlyrvbbaxDR/cozU9lr739lZDJYChL7ioD9LInFfDkApoMARd3Obz8bJsOSkvWQpOpR0aaFgKGpKIQgFyuh5OLDBkAXD2USEvW2jQOpbMcep2hXKxeK5CZpYFRWqLGMEapm8IuiXDA8dcQW2Fykeyqe/fu+OCDD0x6/FWqVAlnzpxB2bJlpZKLH3zwgcl6jx49gkKhgKen4cuiQYMG+O+//1CoUCEpEZR1HDjAkEx5ujykrcfNM/aGyjpepC09fPgQJUuWlMqiWpJTWdRRo0ahdOnS6Natm0niqm3btkhOTsaFCxcwfvz4bF//yJEjaNiwIRYsWIDOnTsjMND04UGdOnVw7949s/WeTth9//33GDlyJDIzMzFq1CjMmTMHPXv2RMeOHTFjxgwAhuQPYEjwnDhxAgDQuHFjDBs2DNOnT8d///2HJUuWvPC+nz59Ov744w/s3Lkzx8QiYDifAgICpLKozs7OmDNnDmrXro033nhDWu7YsWM4cOAAvvzyy2dKgD548ADt27eHXq/Hpk2bcixRa9wn2fVstGTNmjVwc3NDkyZNsl3mm2++wezZszF79my888470nS9Xo8RI0agX79+qFWrFjp37owJEyZgy5YtVr/+09566y2pfG3W1zJycXFBamqq2fSkpCTUrVsXLVq0wOTJk6HX6y2WJc76oF2tVuPAgQOIiIhAREQEBg8eLJ2/derUwblz56DRaFCqVCncvHkT165dw/nz5xEeHv7c74+IyJaEEFJjFwAmYzSnpqZK31WAoTFMXjXIySmGnNgzBuPfWfeBrWLIr/vA3jHQyy3qYhqSHmoACKSn6AEhnoxxKJNBLhdIeqjBrUtpNk0uPmmRLsOjOLVZ7wk3D4VdWqQbe2ClJWsQe0MLVZaSl26eCnj6KO3SAwsw9FqQyWTQCR10Wjn0uifvXQgBvdBDKVdA4WTbz33xcm64f9sNd6+r4Oz6uCypTsDZRQcXN7nUY9DWY2E9uqeG0kkG7eOeE6mJT8rEOrkYpjs5yfDontqmvWwf3lNDpwUUCsDVXSFdd+VyGRRKGdI0Wui0wKM4667dLyo/POBMS9ZCnalDZroWCrkcarWQHoI7O8ugS9PDxd32D5/zSyMFIH/0foqPzsTDWENyMS1J+9TDeENSXKdT26XRxv3bGbh/OwNCCKjSslxXPQxJTmcXud2Svvnh2Bi/89w8nAHIoNEoodcBbu7O0ndeamKGzb/z/Is6Iy1Fi8x0PdJTBLz8lHB1V0Cj1iMxXguFQoa0FK3NG23kF8ay1zFR6chM00GVppcqBrh5yOGSoLFb2Ws3TwX0OkOLBE2GgNLJ8LtArxXQZhim63UCbl62vc7rNHqkpWigVglAPC4zLQC97HFjEhmg02ug19r2XPUJdEJmuhYPY9UQwlAtAHoByGWQyw1lYgsVdYZ3wLN1FHke+eEaYitMLr6Erl69ijVr1uD06dOoWLEivvzyS4sP2h0ha8Ilq7JlywIw9LLr0qWL2Th0sbGxZokrY+KwfPnykMvlmDt3LoKDg/H555/bIHJTe/fuxdmzZzFo0CDpxkCn02HKlClwcnLKtndUXitevDhSU1OlcrEpKSnIzMxETEyM1IvSKD4+HtHR0SYlK5s0aYJPP/3U4kOlP//8E0qlEq1atcr29Zs0aYK0tDT07dtXiiGrAwcOQKd70tLw2LFj6NmzJw4fPmxyjI3HdtasWfjpp5/w9ddfY8KECRg1ahRWr14NwNCrDQDWr18vlbbs2rUrZs6cibJly2L48OGYMGECfv/995x3Wi7Cw8NRv379HBNu2Zk7dy6GDBmChQsXmpzrJ06cwIgRI3D8+HH89ttvZuMxWnLnzh20bt0aiYmJ2Lt3b65J0+joaAAw6VmY1blz51C1alVpjMXTp09j6dKl+Oijj+Dt7W1xnVWrVmHChAkYM2aMWW/A0aNH4+rVq1KvvjFjxqBu3bpYtmwZevbsmev7s6Rr1665LvP0eabRaDB48GA8evQI33zzDebNm4eff/4Z/fv3x1dffYWiRYuabeObb77BtGnTkJGRgRYtWmDMmDG4evWq1CuyfPnyqFOnDh49eoQGDRpg3rx5+P3339G1a1erx8h8lUWeSUFqohaevkqUr+WV+wpElCc0Gg1mzZplcd6JEyekRigAMHToUJPkoz1ieNrLGoOjXz+/xEAvt9QEDTSZhlboMggIveHBkQyATC6gffz/KY9smyhROsshdMCdq2mGkqwmZRU1kMtlcLFDi/SMNB3u3cpAWrLmcRlS4xxDK/nUJC08vHUoXcX8fimvGUvRadR66LWATvfkIadCIYMQhl5zCqVt90mxsm6IiXSDKlWPhDhDzychZNBqBGQyAf+iLihcyvbJxdgbKty/lQG9XkDoALlCBsgByAChA/RygbhbGbhn44e+ep143AVNBo1aD50WT46L8amcENJDYVtKjFfj3IEE3I1UIfG+GlqNgNJJBt/CzihR3g01mvrZ5QGnVqN/XMZXQCbXQw4YjoteQKUylPPVCx10Gts+fM4v48fll3KkGalaJNzPhFZjKK2o0zy5wCucDONhKp20UKXYNukbe0OFO1fSkGocN/bxIyudXiAlQQuZHLhzJQ1Fg1xtnrDJL8fm6e8803Hs7Ped9+ieGh7eCri4y6Vy05oMLeRKGXwDnaDO0MPDW2HzRhv5RcwNFSLPpCIxXpPl+x8ABFIydUhN1EGnFnYpe52WrIOLqwJCr4NMBuh0gC7TMB6nk7MMQgAurgqkJ9n2epaeqoNaJZ7aHzBJNKpVAmkptu2ZLgOQka5HWrLhs2J8fdnjmXIF4OGthK2bWeaXa4itMLn4kvn777/xwQcfoEuXLmjRogXWrVuH2rVr4+LFi/D19XV0eDmaN28ezpw5I/VezOrq1asoVaqU2fRTp05h9uzZmDZtGmJiYjBw4EBUqVLlheJYt24dbt++DcDQcyw5OVnqPde6dWvUqFEDUVFRGD16NBYuXIgmTZqgcOHC+Ouvv3Dy5ElMnz4dlStXfqEYnoUx2aLX69GtWze4uLhg4MCBeOONNxAYGCgd9/nz52PZsmUmZUa7d+9ucZtCCCxcuBCdOnWy2FtOCAG1Wg29Xg9nZ2fUr18fwJOxMY2eHnvQ2IuxYsWKKFSokNl2hw8fjmbNmqFhw4YAgB9//FEaTzEyMhIVKlTAunXrTHq+AoZyu82aNcuTHqOlSpWyeK7lZvbs2Rg5ciSmTJmCfv36mcz7/PPPUbJkSXTr1g1vvvkmIiIisk0CAoayuq1atcKdO3cwZMgQbNmyBX/88Yc0v3r16mblauPi4qBQKODj42O2vcTERGn/tG3bFg8ePMCqVatQu3ZtTJ06Nds4mjVrhlGjRmHKlCkm0ydPnoyZM2di69atUvKudu3aGD9+PD799FMEBgYiNDQ0+52VR27evIl+/fph7969WL16NcqVK4cpU6agbNmymDJlCubPn48vvvgCEyZMMElKVq1aFf/73/8QFhYmlULt3LkzKlasCMAwZuS///4rLd+4cWN0797d5BgAhp7DxlKD9+/ft/XbLTAiz6Yi7lYGipRxZXKRiIjoJZSpMiRHZADE44czcpkhd2J8eKPXAZkZtn145RvoBFW6Don31XB1l8PNSwmFwjDekCpFi4x0PXwLO8PHxi3SH8VlIiVBDZ0xlyp7/E8YElganUCKTo1HcZk2jQMwlBrVaQUUchn0ekPSSKaQGRJpOsN0nVbAxc22D59d3BQoWckdNy+kAhDQZArotQJ6Z8MDTr1eoGQld5s/RLsfnYGURA30OgEnF8NDd5kcEHpAk6mHRq1DSqIGcTYuR+rmYeitqNXoHydYn8wTj5+0yuVym49BmanS4b9dD3H1vxRkqnSQyQEIwwPoe1EqJMQZyvs26VTY5sdGozIk9QwPnwVkznLI5YBeDwi1YbpWrYdaZdvriHH8OPXjsdqeps7Q22X8uPwyhmxaig7pyTpDj1EBk8YjWrUOmek6eHgrkW7jpIDJZ9fZcZ9dIP8cm6e/81zc5JArZVDIFXb9zouPzoQ6QyComgf0WiA1SSs17PH0UUKuMCS57NHbNz+IuZ6OhPuax1kzc0IPJNzX4O71dJvHokrVQaaQwb+YsyHxnKqTeuu7eSogVwCqVL3Nx12+fzvDPLH4FKGHzUuB34tSITE+y+8z42s//h+d3tDg5t4tFSrWttzpIi/kl2uIrTC5+JKpWLEi1q1bh7feegsA0KNHDwQGBmL58uVmZUPzk61bt2LYsGH45JNPpB5j586dg7e3N+7fv4+//voLHTt2NFnn6tWr6N69Oxo2bIghQ4ZALpdDp9OhZs2aWLVqFe7cuYMNGzaYrJO11X52/vzzTxw8eBAAoFQqodfrMXv2bACGnoI1atRA79690ahRI8yZMwfHjh1DWloaqlatihkzZqBZs2YvvkOew2effYbTp0/jzJkzCA8PR7t27TBlyhTUq1cPADB+/HiMGzcOmZmZePToUY7j/c2ePRsnTpzAvHnzzOY5OTnh9u3bOHLkCHx9ffO0lJZSqZQSi8+qWrVqeRbHs0hKSsLHH3+MP//8E6NHj8aYMWMsLhcWFoa9e/ciNDQUr7/+Ov7++2+UL1/e4rJbtmyBEAIlS5bE+vXrLW7r6eSiXq9H1apVLR4PX19fHDx4EDNmzMBff/0FHx8fjBgxAiNHjsyxt0Lx4sXx3XffSX8bk50bN27EkiVL0KZNG5Plx48fj+PHjyMsLAxTpkzB0KFDn3kcytzodDocPHgQq1atwtKlS+Hj44M1a9ZIvR6dnZ3x+eef4+OPP8bPP/+MCRMmYM2aNfjtt9+k66KxNPDNmzeRmJiIhIQE7NmzBz179sTly5el8sZG//33HzQaDVQqFXbv3o1KlSqhVKlS+PLLL1GpUiVpuexKExMRERG9TIQQhtyZABROgCJrKUGZgE5t6GUi9LbthWV44C0etziXPXmwJwx/yx7Pt3VfsPjoDENPNAHIFIBCKTPmFg099nSATmsYd8/WMlWGHlhCL+DqIn8cl4BMaeghp8kUhtbyNk7YZKp0iL6aDicnOdw8FHByVUIml8FJ6WRIFjjJEX01HUVKu9o0iZVwTw2tBlAoZHDxkD8+KwDIAblS/jjZByTGqXPe0AvyCXCCXAloMwwPebPesQkYHrIqnQHvANv28rl9OQ03L6QhLVlrMSGflqzFzQtpKB2cZtMHrQCQ+FADGQznpUJp2Ac6nZB62BgfBic9sm0PucCSLnhwNwNJ8Wq4eZqei3q9QNIDNbz8nWw+flx+Kc9qPA/0usftJJRPGo8IQ74RaclapKfa9rjkl88ukH+Ojdl3Hh5nfu38nWfs7evu6QInFzn8iphetzSZeiQ91Ni8t29+EXUhNdvEokQAUefNh/jJa+6eCiiUhgZFvoFO8Cv85NgIIZAUr4FCKbN5Q5bUBOsqV9i6wsXN82nITHt8HsqALIX8oNcDEEBmmh43z6ehaSfbxZFfriG2wuSiHWg0Gty+fRuFChWyqvfgo0eP4Ofn91xJm3LlyqFcuXLS3z4+PqhTpw5u3br1zNuyl4SEBHz44Yd44403TEo4devWDRcuXAAA+Pn5mZRlvHDhApo0aYJy5crhjz/+kEp9Zl3/5MmTGDJkiMlrPd2zzhJjGc7cBAcHY/78+VYta2v379/Hhg0b8Pfff6N06dLYuXMnhg0bhnbt2kGlUgEAZDLDQL6AITm1efNmi9vS6XSYO3cuxo0bh9q1a5vNb9OmDWbPno3//e9/2fZ8fFVkZmaiYcOGuHPnDlauXGk2VujTGjRogP3796NFixZo1qwZzp8/b7Gn4VdffYWvvvrqmWJ5ulfd06pUqYLFixc/0zazOnDgAFq3bo0yZcrgn3/+sVg2Vi6X488//8SoUaMwatQoXLx4URpDMa/069cPS5cuhb+/P/r374+JEydaTJS7urriyy+/xLvvvouePXvi/fffR1RUlElP3D/++APffPMNhBAIDQ1Fx44dMW7cOKxYscJse87OzujduzcAYOLEiejTpw+8vb0xduzYPH1/L4PWHxZzdAhElIvr169DqTS/DVAqlSa/IwHDOIVRUVFWbddYwvxFYgBg0nDD6OrVq3aNISgoyKwBzo0bN3Ldfl69PgCULFnSrILEnTt3pN92eRED2VZaWhr+/fdf3Lp1C02aNEFwcLCjQ8ojMun/hBbQKR8nEx8/fJZm23g8z6R4DVzclfArKoNeJ5CRrpPGBnP1MJTvc3ZTIPmBbR9epTzUGiteQi6TPenmIwx/62SGMSmTbZwkMZIrAVcPBdy9FFBnCKn8prOrDOkpht5qtn74bGylDwiUD/GCSmXoseHh4QG9Xtitlb6xHKlMLs9SC+0x8fgcFXrotLbdI96BznBylkOrFlA4wWSoEr1eD53GUK7W1uM+RZ5NRWqiBk7OMngXcpZ6UCqUMjg5O0OnzURqogaRZ1NtnlzU6ww9OBVKGZzdDIlw4+CtCiWgVhmOi61LxRpK+KqQnqzDvZsqOHno4OQiR5pWi6QHaiiUcvgEONu8hG9+Kc8aH/O4x9HjxhJyuUzqpa6XGxpLCD0Qf9e2jSXyy2cXyD/H5unvPENZVMNYtvb8zssvvX3zi5QE677brV3uRfgVdYGLWxp0WoHkR1q4eRiSjTqtYdxSAUOFA/9itm0soX76s/DkZ+Pj3voGtv7M3L+dYUgiAnBylplVDdBkCuj1huVsKb9cQ2yFyUUb0ev1OHHiBP7++28sXLgQ0dHR+P777zFy5Mhsl//hhx/w+++/48qVKyhUqBDatGmDWbNm5Vg+0RrXr19H3759X2gbtjB48GAEBATAz88P+/fvR3BwsMlDnL/++gtxcXFwcnJC5cqV4eb25Mdc5cqVMXToUAwZMsRicqZmzZqoWLEiRowYYTL9n3/+yTUJ4yjGcqvFiln3YH7QoEFS2dHChQvjzJkzKFGiBADAy8sLCxcuxPz583H79m2kpaVBr9dDLpfDycnJ4hicbdq0QVBQEBQKBfbt25dtHLNmzcKoUaOg0+lQvHhxk3lKpRIfffSR2fiYRkWLFsVHH30kjZn4LLy9vdG3b1+r9489uLi4YM6cOShcuDCqVq1q1TrVq1fH//3f/+HBgwcWz9386vXXX8f06dPRt2/fHI+fi4sLZs2ahbZt25o9oM4LEyZMQKdOnRAaGmpVr8gyZcpg9+7duHDhgtkDWmMSNKvvvvvOpLdmbiz1CE9MTLR6fSIiR4iIiLA43dvbG5999pnJNJVKhY0bN9otBgAWfy/bO4b+/fubJRf//vtvJCcn2+X1AUNDu9KlS5tMO3DgAO7cuZNnMZDtrFu3Dr179zZp3NikSRNs3rw5xwoiBYGruxwKpaHVt0wGCJ2A3pATgEwOyIWhVKqtS29q1XrIFUCpSu7ISNOblWZz9ZAj/m6mzR/WaDSGJ2VyBaSyfeLx03Dj/tDrAa3G9g/BPbyVUCjkkCkBrVrA3evJg8WMNB2cnOUQwrCcLeWXVvouHgpD6U8ZkJmuh9JZBrnC8GBeqxaA3HDMXD1tuz8UChlcPRTQ64WhR5jxCatMBrlcDqWbISGsVNo2IZ8Yr4ZapYdvEWc8nfuXyQA3LyUS76uRZOPkBPC4VKxcZiiFqgOcs5a9VOsN0+W272Hj4qZA1YaG+/KkB2o8uKeGTqODu6cCXv5O8AlwRtWGPjYvE5tfEjbJDwzdE+UKwxilQvfkeiZXGFpNCD2Q8tC2ZRXzy2cXyD/H5unvvEf39dDpADd3F7t+5z3d2zfrNd6evX3zC72VHwVrl3sRxcu54f5tN9y9roKzq9yk0ZWLm2F8zBIVbD/ecdYWTMY2V8bJxsZoACCEbb/z1GrDZ0Eml17dJMis3zm2lF+uIbbC5KKNXLt2Da+99prVy48ePRo//vgj6tevjxkzZuDMmTNYtmwZzp07hyNHjkgPxQcNGoRr165Z3MZPP/0kjRlmtGnTJqSlpaFdu3bP/2ZspFOnTtJ/16xZ02x+6dKlzR6oGCmVSowePTrbbWdXAvaNN97AG2+88WyB2omzszPKlClj9fJP92wzJhazUigUKFu2rFXbCw4OllpT5zbmoKXkJGBILC1dujTb9SpXrpzj/JwEBgZi0aJFz7WuLbVu3Rpq9bOV4rB0vud3CoUCAwYMsHr5p0um5pUyZco80+cEMFwvatWqleex/O9//8vzbRIREVHBd/bsWfTo0QN+fn5Yv349goODMXfuXMyYMQMfffQRtmzZ4ugQX4innxOULnJDVRQhMyl/KpM/bhkuA7z8bdsLy/iwRq8H/Io4m5VmS0vS2uVhjbOL4T3LZIDSyTCeIITscQkuGTRCQCYMreZtzdVDAf8izsjM0D3pzfk44eriLodcLoOLm8Ks/GNeyy+t9AsVc8G9KBXUKh2UznJoNQIiUw+ZXAalswz6DD3cvZXwL2rbcqQyGEqjevkpkZakQ3qqFkIng0wBuHsq4eGjMCRubJx/ls7A7F5HegJs+0S4fzEX3IvKQKZKB6WT4eGuEIayqEonQK2TwcNbAb+itk9Q+AY6o25Lf8TeVCHqshZajYCvvycCSrigWFk3mycWgfyTsJE/TujJFcbrGaSMgFwOaCGgE4BMZttzJL98doH8c2ye/s5z9jQ0AvDwMDwvttd33tO9fX0CnOHsakhc2bO3b75hrINuzXI2Zjg2blCrBNKSNHD2MZQkF3pDL3CfEq4oXMr2yUVnNzkyVYZs6uN2NAaGDsdPlnO37bmqzHLp1usBuUxIxytr5X6FjXN6+eUaYitMLtpI2bJlcfnyZQDA77//nmNPmOvXr2PGjBmoVq0a9u7dCw8PDwBAsWLF8MMPP+Dnn3/G8OHDARjGUExJSbG4naJFi5r8nZ6ejhEjRmDAgAFmPcyIiIiI6NUUGBhosVyhp6d57xG5XG51FQ0hBOLj418ohuzYO4asJeuMAgIC4OrqapfXB2Cxh76fnx8yMzPzLAayjcmTJ0OtVmPFihVo2bIlAGD69Om4dOkSIiIicOzYMTRo0MDBUT6/oKoeiL+TgaQHGrh6Ph7X73HpTYUSyEjTw6eQE8pU8bBpHPnlYU3hMq5IjNdApxPQ6fRQOimklvlajQ56vaH0Y5EyOV8/8oJhnzgjMV4Ddy8F0lOe9Fow/u0baL+H4I5upV++pieir6Uj4V4mZDLAxVX+5MGiXkDpZHgIXr6mbcc4UjrL4fY4iajXwqyXrVwBpCXrbL4/fAKd4XwzA6oUHVzd5SbfQUIIqFJ1cHZTwDfQ9gkb6djEGR72OrvKpKFc9HoBpbMM3gFONj82Ri5uCgRV9YRnYUN5vICAQnZ5XaP8krBx9VRCFq8BhCEJoFAajwug14rHJUkNvVxtKb98doH8c2zyy/igT/f2TXqogVZjuKbbs7dvfuHkIoNalXt20cnF9tnFp49NSoL28bFRwMtPabdjU6ioC1IS0qWkq8X2KjLDcrbk5e+MlESVVLpen7U9k/xx4lMOeBey7XdefrmG2AqTizbi7OyMypUrA8i+l5fR77//Dp1Oh6+++kpKLAKG3owzZ87EkiVLpOSitTehQgh8+OGH8PDwwOTJk5/zXRARET2bA3/eR/zdTASWcEHTzi9W1puIbKNHjx5mJT+z4+XlJY05mxu1Wm0y/nVexQAgX8TQtWtXh74+AISGhuZpDJT3VCoVtm7dilKlSkmJRaPevXvjr7/+wtq1awt0crFqQx9Enk2FWmXoeebkIodMKYfQCmgy9XDzUMC/mIv0gMtW8svDmlpv+CHmWjpSErTQawFtltpnhpbygKePAjXf8LNpHIDpPslM18G/iOk+cXZ5tR6Clw72QNlqHtBk6JGp0pn0npDLZHDzVKJsNQ+UDrZPIjzlkQZFy7qZ9LI1jkFpj/1RrqYn7l5LQ+J9DZIfauHmmWU8rlQdtGo9fAs7oawdEjaWj4143AtYBndPhV2OTX6RXxI2QVXdkRCXicx0PRRyAb0WUo9SyA3jk7m4y1GminvuG3sB+eWzC+SfY5NfxgcFTHv7PnhcitXJRW7X3r75RZlgD1w7lWrVcvaQH45N8Gs+uH83A+nJj7N5WZOLjz/L7t5yBDew7di+wQ298SAmA5kqw3ixcoVMavxlHM/X2VWGyq/ZNo78cg2xFSYX84E9e/ZAJpOZPSzw8fFBkyZNsHfvXty9e9di2cvsDB8+HIcOHcK///6bawtrIiKivKJK0yEtSQtPX/7EICKiV8+ZM2egUqnQunVrs3nGaYcPH7Z3WHnK298ZTd8pjAMb7yMpXo20ZB30GXrIFYaeRj6Bhvne/rZtCZ5fHtZUqOWFKg19cf5QIjLTddDpBaAHIDf0+nFxV6BKQ19UqOVl0ziA/LNP8stDcBc3Beq2LARnFzlibqiQEKeGViOgdJLBr4gzipdzQ42mfnbfH45KhJcJ9sCdal64mpGMTJUOqYlPnvgKIeDurURQNS+7PATPL8cmP8kPSYH6bQrh+plU6DRqaNUCSidArpRBPB7rUOkkg5e/E+q3sW3Pzvx2fuSHY5NfxgfNGk9QVU+bjptbELTsURR3rkYiIy373ouuHjK07FE02/l5zdHHpmZTX1w/nYLoq2nQZBp6POthaGwFAE6uMhQv546aTX1tGkfdt/xx/VQK7l5TQa8zlIbNWsZW6SRD0bJuqPuW7cdCzw/XEFvhk7984NKlSwgICLBY7qlq1arYu3cvLl26ZFVyUQiBQYMGYc2aNdi3bx/KlSv3zPFUq1bN4vTIyEgEBQXhwYMHJtN1Oh3UajWUSiXUajX0etuOm2Ck0dh+kHEia/BcJFvQarXQ6/XQarV4+PAhFIqcf2xodaYjhCenpODBA60tQ7TIK1ALKGXw8tOafV/QqyMpKcnRIbxynuW76OHDhxZLbjKGgv/6+SWG3Oh0uly/1wqqa9euAQBKlixpNs/b2xve3t64evWqVdvK7b7Mkdda90JA4y5uiDwlw70bamjUAk7OMhQt54zytV3h7qvCgwcq2wciA4JqC8TfARJiAa3GMF6bXzEgsJSAVpYMe/wcqdpUAb3MFTFX1Uh88KQUqW+AAsUrOaNqEwVS0hKQkmb7WPLLPilWWYe0NB1SHumRcD8DOg3g6q6Fh48CXv4CxSrr7LNPZED5BjJ4F3NCQqzsSYKimBKBpWQO2R/3Y1Kh0wgonGR23x/l6gJqrRLxt4GkB1opDp8AJQJLK1GuLux6ruaHY5NVfvgN61nY8O/JU/AMpKRl2OWYyFyA1zq649+NWqQn66HJFBBqAZnc0MPH3VuO1zq6Q+aShgcPbBxQPjw/HHls8Phljdd3OOuh1Qh4edv/+k5PuPgATbp44+CGJGSmm44pKJMDLu5Ak3e94eJjp99F+UTdUFfo9Gok3tMhLUUHuQ5QKGRw85LDt6gCdUNdodbb/nxt+LY7jmzR4NFdHVRpegg9IFMAbh5y+JdQoGGYu13iMHL4NcSCF70vY3LRwTQaDRISEhAcHGxxfqFChtZAcXFxVm1vypQpmDt3LooVK4auXbtCpXpy4Tp+/DgCAgJePGgiIqJsVKxXMOvEExV0SqUSPXv2tHrZVymG5ORkAIbEjq1jyK/7wN4xvMoSExMBPLmPe5q/vz+io6PtGJHtePoqUau5J2o1d2wczq5ylKjoghIVbVtSMide/krUbe2F0lU0SIjVPvUQ3AnOrrYdS+9p+WWfVGvigfg7GsTc0Dx+CO7ikH2S3/aHI88RL3/D59bRcRjlh2NDpsqHuMOvqBLn9qcjNvJJj8Fi5Z1R4013+Be1/ZicRjw/zBn3iXF8UB+fV6N0cH5WvaknAksrcWJ7GuKiNNBphWGs5SAn1Av1sMuYy/lNsXIuaPGhHyJPZeD25TRo1QLuns5SIzR7VboqVs4FrT7yR+SpDIuN4Vhx68VxDzpYWpohNe3nZ3n8BeNNaWpq7vWbAeDdd99Fo0aNLM57+oFKdi5cuGBxurHl7NMJSq1WK40Xo1QqIZfb58eocfBxe70eUXZ4LpItGK+nzs7OKFSoUK4PgJWKBwCe9FT09vJCQICvbYMkygUbNVF+YOyZx/Mx/3hZey0CQEaG4WGfl5flEpg+Pj6IioqCVqvN9bs9t/syHx9DeTSe2/lHcfMOq6+84iWBEhUNXQJ4ruafcyS/xJFfvernakAAUKm6o6Mga7zq52p+ERAAVKvr6Cjyl4AAIKgCpIpWjjpXjXGQZS96X8bkooMZbyizK1+UmZlpslxuqlSpgipVquRNcM9hz549dnstY/lVJnTI0XguEhEREREAabz7lJQUi/OTkpKgVCrZa5SIiIiIiAo03tE4mLu7O2QyGR4+fGhx/qNHjwAAnp6v9gC5lmi1hh46xl6TRI7Cc5HoiUf3MqHO0MPZVQ7/oixfQ0RErxZjRZrs7u8ePnwIX19fO0ZERERERESU95hcdDC5XI5SpUpJXYSfFh8fDwAICgqyY1TPRqFQoGXLlnZ/XeMNe3bjmRDZC89FsrWCVD7uxP89QtytDBQp44rWHxZzdDhERER2VaGCoe6SpXEVk5OTkZKSgurVWWuOiIiIiIgKNiYX84GaNWti69atOHfuHGrUqGEy79ChQ1AqlahataqDosudTCZzSFkf48N2lhQiR+O5SEREREQAUKtWLbi6umLnzp1m84zTGjZsaO+wiIiIiIiI8hQHCMsH2rVrBwDYvHmzyfSrV6/i8uXLeOONN+Dl5eWI0IiIiJ5JvVb+aNWjKOq18nd0KERERHbn5uaG0NBQ3LlzB3v37jWZt2zZMgBAly5dHBEaERERERFRnmFyMR/o0aMH/P398f333+P8+fMAAI1Ggz59+gAABg8e7MjwiIiIrOZf1AVFg9w43iIREb2yxo4dC6VSiR49emD//v2Ii4vD2LFjERERgVatWuH11193dIhEREREREQvhDX8bKRfv37SOBtRUVEAgCVLlmDfvn0AgPfeew+9e/cGAHh5eWHJkiXo0qUL6tSpg4YNG+LSpUt48OABevfujbCwMEe8BSIiIiIiInpGdevWxcKFC9G/f380a9ZMml67dm0sX77ccYERERERERHlESYXbeT27du4ceOG9HeFChWg1+tx/fp1AMDDhw9Nln/77bdx6NAhrFy5EocPH0arVq0QGhqKHj162DVuIiIiIiIiejG9e/dG+/btsW/fPty6dQtNmjRB/fr1OUY3ERERERG9FHhnYyN///33M6/ToEEDNGjQwAbREBER2cf5fxOR/EAD7wAnVH/d19HhEBEROUzhwoXx3nvvOToMIiIiIiKiPMcxF4mIiCjPxESqEHk2FTGRKkeHQkRERERERERERDbA5CIRERHlGTcPBTx8lHDzUDg6FCIiIiIiIiIiIrIBlkUlIiKiPNO0c2FHh0BEREREREREREQ2xJ6LRERERERERERERERERGQVJheJiIiIiIiIiIiIiIiIyCpMLhIRERERERERERERERGRVTjmIhEREeWZnctjEXcrA0XKuKL1h8UcHQ4RERERERERERHlMZkQQjg6CCoYvLy8oNFoUL58eUeHAgDQ6XQAAIVC4eBI6FXHc5Hyg0f3MqHVPPlK9ynkDBd3+xcoSE3SQqcWUDjL4OnDNkyvKl4XKT/h+Zj/REZGwsnJCSkpKY4OpUAy3pcFBQUB4LlN+R+vw1RQ8FylgoLnKhUUPFfztxe9L2NZVLKah4cHnJycHB2GJCoqClFRUY4Og4jnIuUL/kVdkKK+ixT1XRQu5eqQxCIAePoo4RPoxMTiK47XRcpPeD7mP05OTvDw8HB0GAWW8b6M5zYVFDxXqaDguUoFBc9VKih4ruZvL3pfxp6LVGBVq1YNAHDhwgUHR0KvOp6LlF/wXKT8guci5Sc8H+llxXObCgqeq1RQ8FylgoLnKhUUPFdfbuy5SERERERERERERERERERWYXKRiIiIiIiIiIiIiIiIiKzC5CIRERERERERERERERERWYXJRSIiIiIiIiIiIiIiIiKyCpOLRERERERERERERERERGQVmRBCODoIIiIiIiIiIiIiIiIiIsr/2HORiIiIiIiIiIiIiIiIiKzC5CIRERERERERERERERERWYXJRSIiIiIiIiIiIiIiIiKyCpOLRERERERERERERERERGQVJheJiIiIiIiIiIiIiIiIyCpMLhIRERERERERERERERGRVZhcJCIiIiIiIiIiIiIiIiKrMLlIRERERERERERERERERFZROjoAoueRnp6OU6dOITg4GIUKFXJ0OPQKOn78OO7fv29xXkBAAF577TU7R0Svklu3buH8+fOoVasWSpYsmevyFy9ehF6vR7Vq1SCTyewQIb0qEhMTcejQIQQFBaFatWoWl7l//z6OHz+e7TaaN28Od3d3W4VIr4D4+HhcvnwZ7u7uqFq1Ktzc3HJd59GjR7h06RJCQkLg4eFhhyiJ8lZqairOnDmDKlWqwN/f39HhEJnZvn079Hq9xXnBwcEoX768nSMiMtDr9di/fz/0ej1atGiR6/IpKSk4e/YsqlevDh8fHztESGSg0+mwb98+yOVyNG/ePNvltm3blu28atWqISgoyAbRERkY76ucnJxQrVo1q+6tkpKScP78edSsWRNeXl52iJJsRhAVIImJiaJLly7CyclJABAymUw0atRIXLt2zdGh0SumefPmAoDFfy1btnR0ePQSSkpKEosWLRKdO3cWCoVCABC//fZbjussXrxYBAYGSudmQECAWLhwoZ0ippeVTqcTa9asEX369BGenp4CgPjiiy+yXf6PP/7I9noJQFy/ft2O0dPLJCkpSYSHh0vXRABCqVSKsWPHiszMTIvrREZGisaNGwuZTCYACCcnJ9G5c2eRkJBg3+CJntPDhw9Fp06dhFKplO6HmjZtKm7evOno0IgkWq1Wus5a+vf99987OkR6BR05ckSMHTtWlC9fXgAQJUuWzHH5uLg4ERoaKv3OkMvlokWLFiI6OtpOEdOr6tChQ2L06NEiKChIABAVKlTIdtmkpKQc77Xmzp1rx8jpVZKWliZ69+4tPaM3XieHDBki0tLSLK4THR0tWrRoIeRyuQAgFAqFCA0NFXFxcXaOnvIKey5SgfLBBx/gr7/+Qs+ePfH+++/jyJEjmDx5Mtq2bYtTp06xtQPZTUJCAlxdXbFixQqzeYULF3ZARPSyO3XqFPr162f18lu2bEHfvn1RqVIlzJgxA3K5HFOmTMEnn3yCQoUKoXPnzjaMll5mKpUK77//vtXLJyQkAAAGDRqEN954w2x+0aJF8yw2enXcuHEDHTt2RGRkJIYMGYJmzZohJiYGs2fPxpQpU6BSqTBjxgyTddLS0tC2bVtcv34dY8aMQZMmTbBu3TosWbIEqamp+Pvvvx30bois17VrV+zZswd9+vRBly5dcODAAXz33XcIDQ3FyZMnreq5S2RriYmJEEKgfv36GDlypNn86tWrOyAqetWNGzcOu3btsmpZvV6Pt99+G0eOHMHnn3+Ojh07Yvfu3Zg+fTo6dOiAY8eOwcnJycYR06tq5MiROHjwoFXLGu+1mjZtisGDB5vNDwkJycvQiAAAd+/exdtvv40zZ86gf//+aN26Ne7fv4958+Zh9uzZSE5Oxq+//mqyjkajQfv27XHmzBkMHToUrVu3xrZt2zB37lx06tQJBw8ehFzOEfwKHEdnN4ms9X//938CgOjYsaPQ6/XS9G+++YatH8nuSpcuLcqUKePoMOgVNWrUqBx7Lur1elGxYkXh7u4urly5Ik2PjIwUXl5eonz58kKn09krXHqJrV+/Pteei1OnThUAxPbt2+0YGb3sbty4IapWrSp2795tMj0pKUkEBgYKpVIp7t69azJv2rRpAoAYN26cyfR3331XABA7duywedxELyIiIkIAEF26dDGZPmbMGAFAzJ4920GREZm6evWqACD69Onj6FCIzGi12lx7Lq5evVoAEB999JHJ9EGDBgkAYvHixbYOk0ikpqbm2nPx5MmTAoAYPHiw/QKjV15MTIyoUaOG2LJli8l0lUolypQpI2Qymbh8+bLJvEWLFll8dvDxxx8LAGLNmjU2j5vyHtPBVGCsWrUKgKHnQ9YxwwYMGACFQoGVK1c6KjR6BT169AhFihRxdBhEFh0/fhzXrl1DaGgoKlWqJE0vV64cOnTogMjISBw5csSBEdKr5NGjRwDAayblqbJly+LcuXN46623TKZ7e3uja9eu0Gq1OHPmjMm8VatWQS6XY+DAgSbTBw0aBAD8LUn5nvF+6OmeCQMHDoRMJuM5TPkGv/upoMvuemv8m9dbyi94vSVHKFasGE6fPo2OHTuaTHd1dUX37t0hhMDJkydN5mV9rp8Vr6sFG5OLVGDs378fHh4eZiXV/P390ahRI5w7dw4PHz50UHT0KtFoNEhNTeWPN8q39u/fDwBo166d2bz27dsDAPbt22fPkOgVZizVw2sm5bXsyuYEBgYCAOLj46VpKSkpOHXqFOrWrWtWvrxx48bw8fHhdZHyvf3798PX1xeNGjUymV60aFHUrVsXJ06cQGpqqoOiI3qC3/1U0P3zzz8oXry4WUnJcuXKITg4GAcPHoRWq3VMcERZ8HpLjvIs92I6nQ6HDh1CxYoVUbFiRZPla9asiZIlS/JerIBicpEKBLVajaioKJQqVQrOzs5m88uVKwcAuHLlir1Do1eQ8cebEAKTJ0/Ge++9h759+2Lu3LlQqVQOjo4IuHr1KgCgfPnyZvOM18vLly/bNSZ6dRlb0+7duxcff/wxunbtiq+//hrnz593cGT0sjKeW9WqVZOm5XRdVCgUKFOmDKKjo5GWlmafIImeUWpqKmJiYhAUFASFQmE2v1y5chBCSOc6kSMZv/tjY2Px5ZdfonPnzhg8eDD+/PNPB0dGlLu4uDgkJSVJ901PK1euHDQaDW7cuGHnyIjMGa+3t2/fxuDBg9G5c2cMHToUERERDo6MXlWW7sWioqKgVqst3osBhutqSkoKYmJi7BIj5R0mF6lASEhIgF6vR6FChSzON05nz0WyB2NycevWrVi6dCni4uKwadMmDBw4ENWqVWOSmxzuwYMHAGDxmsnrJdmb8Zo5YMAAXLt2DefPn8eUKVNQu3ZtzJgxw8HR0ctGq9XiyJEjcHFxMbmhzem6aJwuhJAe0BDlN8bvbd4PUUFg/O6fPn069uzZg9jYWCxatAjvvvsuWrVqhczMTAdHSJQ9a34zALzeUv5gvN5OnToVBw4cwN27d/HLL78gLCwMYWFh7GFLdiWEwKFDh6BQKEx6fvO6+vJicpEKhPT0dACAr6+vxfl+fn4AwNbmZBeVKlXCL7/8gj179iAyMhL79+9HTEwMBgwYgJs3b6JPnz4QQjg6THqF5XTN5PWS7O2nn37CtGnTEBsbiwMHDuDSpUvYtWsXPDw8MHLkSJw6dcrRIdJL5Ndff8Xdu3fRr18/uLq6StP5W5IKOp7DVJB8+OGHmDx5Mq5cuYLTp0/j8OHDiIyMxOuvv45du3Zh6tSpjg6RKFu83lJB8sknn+Dbb79FZGQkTp48iaNHj+Lq1auoU6cOIiIiMGvWLEeHSK+QtWvX4vLly+jWrZtJIpHX1ZcXk4tUIBhLoRovRk8zXnxcXFzsFhO9umQyGT799FM0b95cmubs7IzZs2ejUqVKOHToEM6cOePACOlVl9M1k9dLsrcaNWpg+PDhcHNzk6a99dZbGDt2LHQ6HRYsWODA6OhlkpaWhkmTJsHFxQWjRo0ymcffklTQ8RymgsTb2xtjx441KStZrFgx/Pbbb1AoFJg3b54DoyPKGa+3VJD4+flh3LhxKFWqlDStVKlSWLp0KQDwekt2o9FoMHbsWCgUCnz99dcm83hdfXkxuUgFgre3N4Dsu0cbS1gZlyNyBKVSiVatWgEALl265OBo6FWW0zWT10vKL0JDQwHwekl5p1+/foiNjcWECRNQokQJk3n8LUkFHc9hehlUrFgRFSpUwMOHDxEfH+/ocIgs4vWWXgY1a9ZEiRIlcPv2bfYGI7sYNGgQIiMjMWzYMFSqVMlkHq+rLy8mF6lA8PLyQkBAAOLi4izOv3fvHgBkOzAskb0EBgYCAG+WyaGMrcQtXTN5vaT8gtdLykvfffcdVq9ejdDQULNei0DO10XAcG308fHJdhwQIkcLDAyEl5cX74eowOP3P+V3pUqVgpOTU67X26w9c4nyo8DAQAghOI4d2dz8+fPxyy+/oEmTJpgyZYrZ/LJlywLI+V5MqVSidOnSNo2T8h6Ti1Rg1KlTB3FxcWY9HLRaLQ4cOIBChQrxIkQOd/36dQBAtWrVHBwJvcrq1KkDANi7d6/ZPOM04zJEjsLrJeWVjRs3Yty4cQgKCsLy5cshk8nMlilRogSKFCmCQ4cOQa1Wm8yLjIzEnTt3eF2kfK927dq4desWbty4YTI9MzMT//77L4oVK4aiRYs6KDoi61y/fh1OTk6oWLGio0MhskipVKJGjRq4ePGi2YPwlJQU/Pfff6hYsSK8vLwcFCGRdSIjI+Hp6WlSMpUor+3atQuDBw9G0aJFsWbNGiiVSrNlPD09UalSJZw8eRJJSUkm8+Lj43HhwgXUqFEDTk5O9gqb8giTi1RghIWFAQDWrVtnMn3Xrl1ITExEx44dIZfzlCbbW7FihcWyEnFxcdiyZQucnZ0REhJi/8CIHmvZsiXc3NywefNmk4foWq0WmzZtgqurK1q3bu3ACOlVcfbsWRw+fNjivIULFwIAGjRoYM+Q6CXz559/Ijw8HIULF8auXbty7HnYsWNHpKamYseOHSbTjb8t3377bZvGSvSijPdD69evN5m+fft2pKWl8RymfEGtVuO3336zOC8iIgL37t1D7dq1+QCR8rWwsDAIIbBhwwaT6cb7K15vKT9QqVRYvny5xXmrV69GSkoKGjRoYLHhHVFe2LlzJ8LCwuDl5YWdO3eaDU2RVVhYGDQaDTZv3mwyfcOGDdDr9byuFlSCqIBITU0VhQsXFi4uLmL37t1CCCEiIyNFyZIlhVKpFOfOnXNwhPQqOH36tAAgatSoIfbv3y/0er0QQogLFy6IevXqCQBi8uTJDo6SXnajRo0SAMRvv/2W7TLDhg0TAETfvn2FSqUSGRkZ4vPPPxcAxODBg+0XLL3U1q9fLwCIL774wuL8Ro0aCWdnZzFjxgyRlJQkhBAiJSVFjBs3TshkMlGxYkWRnp5uz5DpJbJ69WqhVCqFv7+/Vb8DL168KJRKpShWrJi4evWqEEKIf/75R7i6uoqAgACRnJxs65CJXkhiYqLw9/cXbm5u4p9//hFCCHH16lVRtGhR4eTkJK5cueLgCImEmDFjhgAg3nvvPXHt2jUhhBBarVZERESIwMBAIZfLxaFDhxwcJb3KtFqtACBKliyZ7TJxcXHCy8tLeHl5iWPHjgkhhDh37pwoVKiQcHNzE7dv37ZXuPQKS01NFQBEhQoVLM6fNGmSACB69uwpbt68KYQQQqPRiPXr1ws/Pz+hVCrFqVOn7BcwvVK2bt0qXFxchJeXlzh69Giuy9++fVu4ubkJf39/cfbsWSGEECdOnBDe3t7Cy8tL3L9/39Yhkw0wuUgFyp49e4Snp6cAIIoUKSIACLlcLubNm+fo0OgVsnr1auHj4yMACFdXV+Hn5ycACJlMJvr16yc0Go2jQ6SXUM2aNUVQUJAICgqSzr+AgABp2pIlS0yWT09PF02aNBEAhIeHh3TtfP3110VaWpqD3gW9DLp37y6dd4GBgQKA8PLykqYNGTJEWvb27duiadOm0jWycOHCQi6XCwCiSpUq4vTp0w58J1SQbd++XSgUCgFAFC1aVFSuXFkULlxY+Pr6mvwzJhGNfvnlF+kcNP6W9PDwELt27XLQOyF6Njt27BDu7u4m57BCoRCLFy92dGhEQggh1Gq1GDlypJDJZAKA8PX1lc5ZDw8PsXDhQkeHSK+g33//XfqtWqZMGenaaZxWtWpVs3U2btwoXFxcpN8aAISTk5NYtWqVA94BvSoWLlwonZelS5cWAIRSqZSm1a5dW1o2IyNDDBo0SAAQAISfn59wc3MTAIS3t7dYvny5A98JvcwOHjwonJ2dBQARGBgogoODRZEiRczuxY4fP26y3qpVq4STk5PJ71gXFxexadMmB70TelHmRXCJ8rHmzZvj/Pnz2LJlC44dO4YqVaqgXbt2LEFJdvX++++jRYsWWLduHU6fPo3ExERUrlwZoaGheP311x0dHr2kqlSpYrEcr9HTpQDd3NywZ88ebNmyBfv27YMQAs2aNUNYWBicnZ1tHS69xIKCgszGSciqZMmS0n+XKlUKe/fuxa5du7Bz505ER0ejUKFCqFevHrp37w4XFxd7hEwvIZVKhdDQ0FyXc3NzM/n7008/RcOGDfHXX3/h4sWLqF+/PsLCwhAUFGSjSInyVps2bXDu3DlERETgxIkTqFatGtq3b48aNWo4OjQiAICTkxO+//579OrVCxs2bMC1a9eg0+lQs2ZNhIeHo0yZMo4OkV5BhQoVQvXq1aW/n75murq6mq3TqVMn6Xp78uRJ1KpVCx06dECVKlVsHi+9ugICAkzO1Zo1a5rM9/b2lv7bxcUFc+bMQd++ffHnn38iMjISQgiEhITg/fffz7FEJdGLSEtLs2qonafHpu3WrRtCQkKwdetWnDlzBnXq1EHHjh05DnMBJhNCCEcHQURERERERERERERERET5n9zRARARERERERERERERERFRwcDkIhERERERERERERERERFZhclFIiIiIiIiIiIiIiIiIrIKk4tEREREREREREREREREZBUmF4mIiIiIiIiIiIiIiIjIKkwuEhEREREREREREREREZFVmFwkIiIiIiIiIiIiIiIiIqswuUhEREREREREREREREREVmFykYiIiIiIiIiIiIiIiIiswuQiEREREREREREREREREVmFyUUiIjuJiYnBwYMHHR2GVa5du4b+/fvj5s2bOS7Xs2dPfP/998/9Onq9HuHh4fj111+fexuWaLXaHOcPHDgQw4YNg1qtfuHXste+yk/Onz+Po0ePQgjxzOv+/fffaNmyJeLj483mjR8/HjNnzjSZNnr0aGzevNmqbcfExKBVq1bYvn27xfkdO3bE3Llznznm/Gb37t347rvvclxmwoQJ2Llzp50ish+tVotbt24hOTn5mdZr3rw5Zs2a9cKvr9FoXngbRERERPRySElJyfbeI79Rq9Xo1asXjh49muNyY8aMwaBBg6DT6Z77tYYMGYJvvvnmudcnIqKCQenoAIiIXhXDhg3Dpk2bsGnTJrRp0wYAMHfuXFy5csWq9X19ffHtt98CADIyMhAXF2e2jEwmQ+nSpdGrVy/o9XqrttuhQweEh4ebTDtx4gQWLFiAESNGZLve3r17sXz5cjRr1gyjRo3K8TWOHj2K1157zWz6oUOHsHbtWlSrVs2qWK01depU/PPPP9i1a5fZvOPHj2Pu3Ll466234Ozs/MKvldf7KjePHj1CSkoKypQpk+uy6enpyMzMhJ+f3wu9ZlYHDhxAs2bNoNfrMWHCBEycOPGZ1o+Ojsbu3bvNErsPHjzADz/8gK5du0rTzp8/j++//x7Dhg3D22+/bbatmJgYk2RPVFQUdu3ahZYtW6Jq1apmy+/Zswf+/v64deuWyXQ/Pz94e3s/0/t4Uc9yHJ+2a9cuzJ07F6NHj852malTp2L48OFo3br1i4QJrVYLlUoFLy+vZ1ovISEBvr6+kMlkVi0/adIkPHjwIMc4OnXqhAoVKqBChQqYPn06hg0bZnU858+fR7169UymLV26FCdPnsx13RYtWqBTp064f/8+QkJCsHLlSjRv3tzq1yYiIiKil9NPP/2EcePGYe7cuRgwYAAAYMOGDdi3b5/V2/jxxx/h5uYGnU6H6Ohoi8uULFkS48ePx+3bt63aZkhIiNlv5StXrmDZsmV49913s10vJiYG06ZNQ0BAgFmjz6edOHECtWvXhkKhMJn+4MEDzJ07F507d7YqViIiKriYXCQispMlS5bg7t276Ny5Mw4fPoyaNWviyJEjOHToUK7rxsfHw8/PT0ou7t+/H23btjVbztPTEykpKTh06JBZS8O4uDioVCqUKVPG5IF/jRo1ABge3t+9excAcOTIEXh6ekIul0uJmGLFipkk43788UcAwL59+7B//368+eabFmP/7bff0Lt3b3Tt2hW//PIL/P39pXmbNm0CYEhw5pX4+HhMnz4dY8aMsTjfmJB5//33zZJMuSlVqhTkcrnN9lV2EhISsH//fqxbtw5r166FVquFVqs1u5EzWrt2Lb799lucP38eAFCiRAn07dsXY8aMeaGEalJSEnr06AFXV1fUrVsX33zzDWrVqoV33nnnubdptHLlSqjVanzwwQfStNWrV0Mmk+GTTz6xuE6LFi1w+fJls+mjRo3KNom7bNkyLFu2zGTa999/j5EjR75A9NZ51uPoSLdv38Znn32GvXv3IjMzE9WrV8fAgQPRt2/fbNeJi4vDuHHjsGvXLkRFRcHHxweNGjXCjBkzLCZ7s9q7d2+2n8eEhAQkJSXh8OHDWLt27Qu9r6x27tyJ9evXo2TJkjkuV6xYMXTq1AmFCxdGjRo1MHLkSBw7dizP4iAiIiKigmnMmDGIjIzEwIEDUaJECXTq1AkXL17E1q1bc103MTERiYmJmDx5Mtzc3HDv3j0EBQVZXDYqKgqnT5/GxYsXTaYbfycXL17c5D4v638bf2MfOHAAABAQECBNK1SoEDw9PaVlZ82aBa1Wi3v37mHhwoX4/PPPLcZz5MgRNGnSBA0aNMCKFStQrlw5aV5ERAR0Ol2e3uMTEVH+JBPPU9OMiIieS3x8PEJCQhAWFob58+dbvV63bt1w8OBB3LlzBwBw79497N+/H4DhhqZIkSIYPHgwlEqlxZaIWq0WpUqVQqlSpbJ9KH7lyhUEBwdnG8ORI0ek3ofbtm1Dhw4dMGrUKOzcuRMajQbHjx+Hi4uL2XpqtRrDhg3D3LlzUbp0aWzZsgW1atUCAJQvXx4JCQn477//IJfnXKnb2h5eo0ePxqJFixAVFWVyowQYeny1atXKqu1Y8uDBAxQqVMhm+yo7/fr1w+LFi02mWUpKCSEwbtw4TJ06FTVq1ECXLl2QkZGBDRs24OrVq+jcuTM2bNjwDO/4iYyMDLRv3x579uzBihUrEBYWhkaNGiEqKgrbtm2zOmH666+/om/fvoiOjkaJEiWk6bVr10Z0dDRiY2OhVBraPlWoUAFlypTB7t27LW7r4MGDSEtLk/6OiYnBxx9/jCFDhlhMvnfq1AmtWrWSWhUbVapUCWXLlrUq/hdh7XHMzejRozF37lykpKRI0+7du4fMzEzp7/Lly+OTTz4xS5o+nfi25O7du6hZsyZUKhUGDhyIIkWK4M8//8ShQ4cwYsQI/PDDD2br3LlzB02bNsWtW7fQsmVLNGrUCHfv3sWGDRugVCpx/fp1+Pr6PtP7BAxJzoYNGyIzMxPHjx+HEOK5ei4GBgbio48+wrRp06Rp3bp1w4kTJ3Dt2jWrt3P48GG8/vrr2LZtG9q1a/dM74WIiIiIXj4ajQZNmjSBi4sL9u/fb3XljilTpmDcuHFITEyEj48PVCoVtmzZAgCYP38+IiMjMX36dACG4R3c3d3NttG8eXOcPn0asbGxcHV1tfg6Tk5O2Q4bsnjxYvTp0weAYbiP6tWro127dnB3d8fff/+Nc+fOoVixYhbXnTVrFkaMGAE3NzesXr0a7du3BwCEhYUhIiICx44dQ+HChbN9/1qtFuXLl892PhER5X9MLhIR2UF6ejpiY2NRvHhxJCcno0iRIhaXi4iIwMyZM/Hzzz+jSpUq0vSnk4tZ1a9fHxUqVMDq1auzff2NGzeic+fOmDdvXratD5OTk7Fx40bodDp8+umn6NGjB5o1aybNb9++PQICApCcnIw6depAqVTizJkzuHLlCurVq4cBAwbkOKbZkiVL8Mknn8DLywuRkZGIjo6WkozWmDRpEsaPH5/jMjqdDqVKlUKnTp3w888/m72/+vXrIzo6GgsWLHjmMo8AEBoaCmdnZ5vvq6fFxMQgISEBgKG3XlxcnMWk1MOHD9GoUSM0adIEixYtkuanpaXh9ddfx9mzZ7Fnz55nLumo1WrRuXNnREREYNiwYdJNblRUFJo0aYJHjx5h48aNUrnfp0VFRWHGjBkAgAsXLmDv3r346KOP4OnpiQkTJuDOnTuoU6cOKleuLJVFTUxMxNy5c9GqVSuTkrpvvvkmWrZsafF1IiMjUaFCBTRo0AAVK1bEvHnz4OPjI8338vLCRx99hP/973/P9P7zirXHMTeWkotNmza1akzXEydOoG7dujku88EHH2D16tX466+/EBoaCsBwDnTp0gWbN2/GqVOnEBISYrJOmzZtsHPnTrNrTGRkJG7fvv1cZURjYmLQsmVLREZG4q+//kKLFi2kY5xbclEIYVI2qnbt2ujSpQvGjh0LAChSpAh69+79zMlFAKhatSqqVq2K9evXP/N7IiIiIqKXg06nQ1RUFAICAqDVauHj4yM1kszq/PnzGDhwIL766iuTxmlPJxezMv5OPXfuXLavf+3aNVSqVAmfffaZ2b1vVsuWLZMaoVapUgXdu3eX5r3++uuoWLEi9Ho9WrdujRMnTuDixYtwcXFBtWrVUKtWLezYsSPbhOm+ffsQFhYGlUqFY8eOoVKlSggICEBGRka28WTVtWvXPK1MQkRE9sWyqEREdnDgwAG0bdsWu3btQosWLbJdLiYmBvv27UNycnKevv7ChQuhUCjw/vvvZ7uMt7c3evXqhWPHjkGr1WLEiBEmCU7A8MC+V69euHHjBv755x+4uLigZs2aGDt2LCZNmoT69eublLXM6uOPP4anpydiYmLg7++Pr7/+GoBhbDhvb29ERkZi1qxZ+OCDD/D6669L6/37779YtWqVWSyW7NixA7GxsXjvvfdMpuv1evTq1QtXr17FnDlz0LRp01y3lZWxHKqRrffV04oXL47ixYsDMLQ8zU6hQoVw9OhRszEWPTw8MGjQIPTt2xcHDhx4pkRPeno6unfvjoiICAwYMEBKLAJAUFAQDhw4gBYtWiAsLAxLliwxuVk1SkxMlEoDGRNiu3btglKpxPDhwzF8+HAAhp6hK1asAACpF97Zs2dNkj++vr7ZJhfLli2Lhw8fokaNGlCpVGY36dHR0XkyzubzsvY4WpKZmYkhQ4YAMPSMzcjIwGeffQYAGD58OL7++mvEx8dLy/fs2RPt2rWTPvNnzpwx6bWXHb1ej40bNyIkJERKLAKAUqnEDz/8gC1btmDatGlYuXKlNO+///7Dzp070apVK7PGC+XLl3+uFsmHDh3CBx98gEePHmHbtm05XjctSU9PNysrtWjRIixatAgALI7Haq3w8HBMmTIFDx8+RKFChZ57O0RERERUcN27dw8VKlTA7NmzMXjw4GyXS0pKwr59+9CjR488ff2FCxcCQK7b7dmzJ5KTk9G3b1/MnDnTZIx7o/Hjx2P37t1YsGCBdL8yb948dOnSBePGjcOUKVMsbrtZs2bYtWsX1qxZg9q1a2P+/PnIyMjAoEGDUKlSJaSnp2PEiBFo1qwZunTpIq0XFRWF6dOnW3WPT0RE+ReTi0REdqbX6y32QAQMPc8AIDY2VhoHIWvpyOdx6NAh7NixA56envD29kZCQoJZ8imr//u//0Pp0qURGxuLdu3a4fjx4wgICAAAjB07Fps2bcLYsWPRpEkTaZ0xY8Zg27Zt6N27NwIDA7MtPWpM+t29exe//vor2rZtK42BeOjQIcyaNQtvvfWWVJoFMLSG9Pb2RseOHXN9rzt37oSnpyfeeOMNaZper8dHH32ETZs24fPPP8fNmzezHcsiO8nJyRZ7OtpyXz2v7I6tsexn1t5cuYmJiUFYWBj+++8/DBw4ED/99JPF7R44cABt2rRBjx49cPjwYcycOdMkiRcSEoKbN28CeFIW9ciRIyhRogSWLVuGPXv2ADC03v30008BAEePHkXDhg2xcuXKbBNL3333nVki/t69e4iJiUGZMmWkcys3bdu2zbasa3p6uknSLjseHh7SsbcFnU6HHTt2ADCMrZL17z59+qB169Ymy3/00UeoXr26lOwNCAiwKrl448YNZGRkoHr16mbzKleujJCQEGzevNlkurG18aBBg579jWVjyJAhSElJwZ49e1C/fv1nXt/FxUVKVF+7dg2TJk1Cu3btpIR+tWrVABjKWOU09qqrq6tZT/MOHTpg4sSJ2Ldvn8Uy1ERERET06rlz5w70er3Z9NjYWACGhpTG3505lQu1RkxMjDTMSvHixREfH4/AwMBsl9+7dy+EEKhSpQrKli2LFStWoHHjxgCAFStWYOrUqXjnnXfQr18/aZ13330XPXr0wNSpU1G8eHGzoSWMGjRogAYNGkCtVuO7775DUFAQZsyYAaVSiaSkJIwYMQIhISEm60+aNAkArG5sS0RE+ROTi0REdhYfH59rcuudd96R/vv69esWl7l9+zaEEMjMzERaWhpu3boFHx8fs3HNjKUDhRAICwtDUlIS9u7dm20ProiICHTq1AkqlQpRUVHQ6XQQQmDIkCH46aefMGjQIEyePNlkHScnJ2zevBmvvfYaOnTokG0PNqPhw4cjMzMTo0aNynE/JCQkYOvWrejRo0e2Y0hkdfjwYdSqVcukl2FaWho0Gg06duyIn376CV26dEHx4sWxZMkSAMD27duRkJCA8PBws/KUS5Yswdq1ay2ObwHYZ1/lFWPvv4oVK1q1/N69e/Hhhx8iLi4OP/30EwYOHCjN279/Py5fvoy+fftCoVCgRIkSOHLkCHr16oV58+bh6NGj+PXXX1GzZs0cX+Po0aPo378/SpQogbt37z7ze9qyZQvu3bsn/Z2ZmYnY2Fh4enoiNjYWa9assWo7ZcqUyTa5GBERkWOPX6P3338/x9LEL8rd3V1K0BrLohr/tuRFq95nV/qoSpUqOHXqlEmvvePHj0Mmk0mlgYUQSExMzLERgzXq1q37XIlFwNDT0vi5mjhxohR71s+aXq/HrVu3cr0eHz9+HPXq1ZP+rlGjBpycnHD48GEmF4mIiIgIAFCnTh08ePAg2/mjRo2S7n83bdpkcZnY2Fio1WqkpqZCrVbj1q1bcHd3N0scfv3119LY8yNGjMDRo0dx/PjxbJOWERERePPNN+Hl5YWoqCipbOn8+fPxxRdfoE2bNlizZo3ZPcCiRYtw/fp1fPHFF4iPj5d+V1sybdo03LlzB3PnzrVYHtZICIHly5ejYcOGqFy5crbLERFR/sfkIhGRnfn4+Eg9arJau3atNID7xIkTUaFCBQDIdnzGypUrSzcF586dQ0REBMaNG4dvv/1WWmbx4sU4evQolEolZDIZPv74Y7z33nv49NNPsXTpUrNtXrt2DceOHcPs2bOlXpSAoZzkihUr0K9fP4SEhKBRo0bYsWOHSdnJYsWKYdeuXWjZsiWSkpKyff/r16/HmjVr8O6775okdIxlMDUajTRt3rx5UKvVUtnMnOh0Opw+fRqffPKJyXQvLy+sXr0aOp0OCoUCt27dQnBwsDQ+4MWLF/H777/jv//+w/z5801Kpm7fvh3Ozs4Wx8Szx77KS0ePHgWAXMe5TElJwYgRI7BgwQIEBARg+/btZmVIV6xYgcWLF+Ojjz6S9o2npyfWr1+P77//HuPHj0edOnXw2Wef4dtvvzVLeBudPXsWrq6uWLlyJZo1a4YdO3YgMTERwJMelqtXr8aJEyekdUaMGCHd9B4+fFiartfr0aVLF/z999/4559/UKZMGZMxCZ8mhECxYsXg4uKS4/5o2rSpVNI1J8byQflBZmYmdDqdVQn5p5UpUwYKhQJnzpyxON+4T2/fvi0lF2/cuIEiRYpAoVBgwIAB2LBhA+Li4lCkSBH0798f48aNy/EBQ3bS0tKwZ88enD17VvqXtRyrtYxJ5nXr1uGrr76SrqmZmZkoUaIEkpOTERYWZlYi6rfffsP+/ftRu3Ztk+nOzs6oVq2ayXlJRERERK+2+fPnS/e0Rv/++680HmKfPn2k4Snq1q2L8+fPm20jLCzM5DdmUFAQOnXqhI0bN5ps87fffoNSqYRWq0W3bt2wbds2vPPOOxYbEatUKmzYsMGsiklmZiZ++uknvPnmmxgyZAjefPNN/Pzzzya/fV1dXbFt2za0bds2x2ou586dw6RJk1C9enWT+3FL9/ibN29GZGSkyXAbRERUMDG5SERkZ66urmY91SIjI9G/f3/pBqFt27Z47bXXctzOsmXLoNfrMWbMGBQpUgSDBw9G1apVpfnnzp3DoEGDEBwcjPr162Pjxo3o0qULxo8fL/3wN/ZqNJo4cSIUCgU2bdqEyMhIAMDkyZPh6emJzZs34/XXX8d3332HI0eOQKvVSutpNBpMnDgR7733Hi5cuGCxhKhR27ZtMWbMGLOx2aKiogDApAdbSkoKwsPDrWrRmJCQAI1Gk20ZWWMS7NatWya9kIYOHYpevXph0KBBaNasGZYuXYqePXsCMNyIubm5WdyePfZVXomOjsbq1atRpkyZXMeumzlzJn755Rd06dIFP//8c47ldZ4mk8kwevRohIaGonfv3lizZg1GjRplMbmoVqtRuXJl7Ny5E8WKFQNgGJv09OnTAJ7ciG7dutXkGAwfPtxisnfo0KHYuHEjVq1ahdq1a+Ozzz7DL7/8kmO8T9+oW5J1nMT8KjU11STBnZCQAMBw/hpLL8XFxQGAVDI2uxKuTk5OCA0NxdatW7F27VqplLEQAqNGjUJERAQAmDxcSEpKgpubG9588024u7vjhx9+QEZGBpYsWYJJkybh3r17OR6LzMxMXLp0CefOnZP+XbhwASqVSjpfixcvjtq1a0OtVj/Tvjl9+jRu3rwJNzc3REdHo2vXrtizZw+USqWUXGzevDmuXbuGt99+22TdUaNGITQ01OL5VrJkyWx7lRMRERHRqyfrmIKA4V7266+/lu7xGzVqlGvFmilTpiAhIQHz58+XEnBZ728fPHiA8PBweHt7o1+/fpg2bRrq1KmDpUuXIjw8HP3795cq9BjNnj0biYmJOH78OE6ePAnA0Ah5165dmDFjBt58803s2rULR44cMRtyYv78+ShWrBj27t2b7X0xYKgQMn36dNSrV89kbHlL9/jx8fFo0KCB2W9vIiIqeJhcJCJysOTkZHTp0gW+vr7o3bu3Sc/DnBh72UyfPh1lypRBeHi4NC8+Ph5dunSBXq/H6tWrsWDBAmnehAkTcObMGYwaNQoNGjQw6an38OFD+Pr6Ys2aNVCpVAAMLQsVCgV69+5tUm7U6NKlS+jRowdOnjyJa9euSeOvWaJSqTBr1iyLA8Ibe6EdOHBAmvbDDz9YXd7RmFx5OpF169YtKbGh0+nw6NEj3LhxAz/88IPJctWrV0dISAguXbokzTtx4gQ0Go00dl9gYCC+/PJL6fVsua/y0vjx45GRkYFx48aZ3OxZMnbsWDRo0AChoaHP/XohISE4fvw4IiMjpZthIQQuXryIQ4cOATCMeadSqbB3715pvWcdc9Hoxx9/xE8//YRevXqhW7duAAzJ3yFDhpgte+rUKfTv3x8qlcqsp1pB9ccff6Bv375m03/44Qez8zwsLCzXEq4//vgjDh06hG7dumH58uUICgrCnj174OTkhO7du2PlypXw9PSUllcoFIiNjUV4eDhmzpwp9Sz96KOPEBISgsWLF+Orr75C+fLlLb7eX3/9hc6dO0t/ly1bFgqFAsHBwZg9ezZq164tlXgyJvKttXLlSnTs2BH79+9H165dsW3bNowYMQIzZ85EQkICfHx80K1bN7Rv3x7Xrl2TygafOnUKly9fxvjx4y1u19fXF48ePXqmWIiIiIjo1aDT6dCrVy/ExcVh2rRpGDp0qFXrGcdR37FjBx4+fGhyj5+ZmYlu3bohOjoa69atkxoPAsB7772Hs2fPYsqUKWjUqJHJ2IkPHz6Ej48P/v77b+h0OgCQkoWNGzeGh4eHWRxxcXHo27cvtm7dipo1a6JDhw4W728Bw33e999/j+HDh5tVTjHe4//7779SJaF+/fqhb9++2Q7DQEREBQeTi0REDpSeno4OHTrg+vXrOHjwII4cOfLC24yJiUGLFi1w9epVLF68GCEhISbzZTIZlixZgpCQEHzwwQc4d+6clJDbuHGj1CJx27Zt6NChA44fP26xNGtycjJ++OEHzJ49G56enpg/f75ZSdKs1Go13n33XWzfvh3t27dHnTp1pHlarRYRERFo3Lgx/vnnH0RHR6NkyZJSvNZITU0FALPxEePj46WyiMYk4Pnz56UkRUZGhslNUNZx+uLi4qDVaqVp5cuXl5KLttxXeemvv/7C77//jpCQEPTq1SvX5ZVK5QslFrNux9jjdPny5fjyyy9NxiAZP348wsPDUbZs2ecabxEw3MiOHDlSKvFTqlQpaV6RIkVMjkVmZiZ+//13DB48GEWKFMHWrVvRpEmTXF8jPT09xxJARh4eHtn2BrSllJQU1KhRw6TU8p49e6QWy2+//bZZErVMmTI5brNKlSo4e/YsJk+ejJMnTyI9PR0ffvghBg4ciEGDBgGAVBIVMOx3IQRmzJhh8nl1cXHBxx9/jBEjRuD48ePZJhcbN26MOXPmICQkBLVq1YKPjw/q168PX19fqXzx80hISMDChQuxatUq7N+/H4ULF8asWbPQs2dPvPfee7h9+zZatWqFVq1aoVChQliwYIFUnmnRokVwcXHJ9vU9PDxyLLtLRERERK8mvV6Pvn37YvPmzVi/fn224yA+i/T0dLz99tvYtWsXvvzyS3Tp0gXz5s0zWWbSpEn4559/MGjQIDRt2hTBwcEAgG+//Vb6jWscbzy7BpwajQazZ8/GxIkTpcapY8aMyXGIg6FDh2LOnDkoXbq0VAHIaOPGjWjcuDEOHTqEPXv2oFWrVgCsv8cnIqL8jclFIiIHOXfuHN5//31cuXIFmzdvRq1atfIkubhixQpcvnwZs2fPRp8+fSwu4+fnhyVLlqBbt264ceOGlOjLqdTJ0+rXr4/U1FT0798f48ePzzGxotPp0K1bN2zfvh0TJkwwSSwChoReXFwctm/fjtdeew1r1qyxapzFrIxjGhqTjEb16tXDzZs3ARj2zYcffogdO3YgJCQEhw8fRocOHTBs2DAMHjzYrFdfixYtkJCQIJWPycpW+yovXb58GR988AE8PT2xbt26XHst2kq5cuUQHh6Odu3aITIyEoMGDcKHH35oVsL2WcZczMjIQM+ePbFu3To0btwYx44dyzGG3377Df3798eAAQPwww8/WGyha0lERATef//9XJfLrTdgXtNoNBg6dKhUejRrL82tW7fC09MTb775Jq5cuZJr+SVLSpYsabGU6YULF+Dq6iqNCQsYkotnzpyBSqUy26/GhGJOPQ4LFy4sJS3z0vTp0+Hu7m6SIPzwww9x+fJl1KxZE/fu3UNwcDCcnJwwcOBAfPfdd/j888+hUqmwaNEiDBs2DP7+/ha3nZKSYjKOKhERERFRTEwMPvzwQ+zZswfTp0/HO++8I1VueRG7d+/Gnj170K9fv2zHKlQoFPj9999Rr149XLx4UUouPst96/vvv49Hjx6ha9eumDJlislvfkvGjh2LOXPmoGvXrujRo4fJvNOnT2P//v3YtGkT7t27h5UrV0rJRSIiejkwuUhE5AA///wzhg0bBldXV6xbtw7t27fPk+1ev34dI0aMwGuvvYY333wzx2VbtGiBa9euWXxArtVqce/ePQCG0op37txBkyZNMHjwYGmZjh07YtKkSShdunSOr6PT6dC9e3f8+eef+OKLLzBx4kST+ampqRg3bhzeeecd1K5dG++//z5mzpyJ/v37m5RezI0xCWBMTlly5coVAJBukurXr4/Ro0dj4sSJWL58OTZu3Ihy5cpJyycnJ8Pb2zvH183LfZWXHj16hLfffhvJyclYt25drjeGttS4cWM0btwYAPDrr79mu9yzjLm4c+dOrFu3Dp07d8bKlSvh5+cHwJB0mzlzptm2jYl7b29vzJ0712RelSpVEBYWZjGmpk2bYuvWrbm+R3uMy6jRaLB582Zs27YNmZmZmD9/Pnr27GkS+4MHD7Bt2za0b98evXr1Qrt27bBnzx689dZbL/z6d+7cwX///YemTZuajENYqVIlCCFw9uxZNGrUyGQd47gtWXs62sP58+cxffp0fPvtt2YtradMmYKjR49CCCH1rh0+fDgWLlyIESNGICkpCYUKFcLYsWOz3X5iYmK2iUciIiIievVs3boVvXv3RlJSEmbMmCFVvHlR165dQ8eOHbFv3z40adIkx15/ZcuWxY0bNyze4wshpIoxy5Ytw9KlSxEQEIDZs2dLy9StWxc//vgjatWqlWtcEydOxNSpU9G6dWusWLHCpGyqEAJDhw5FlSpV0L59e1y5cgVff/01xo4dKw1DQEREBR+Ti0REdiSEwHvvvYd169ahUaNGWL16da4lCnOj1+tx9OhRVKhQAampqbh3716uiUWjrDcdkZGR+Oqrr3D58mVcv34dGo0GALBp0ybUrl3bLM7p06ebJQwePXoET09PODs7A3iSWPzjjz/Qu3dv/PTTT2YxDB48GLGxsVJpy/Hjx2PVqlX46quvMH/+fKv3g6+vL1xdXXHnzp1sl7l69SqKFi0qJS2VSiWGDx+OTp064e2330b9+vVx+vRpqbzmw4cPLR4fW+yrvPTgwQO0atUKV69exaxZs/Duu+/m+WvYwrOMuRgWFoZt27ahbdu2JjeyGo3GYo87YwnL5cuXmyWbOnbsmG1ysXjx4nZJHObm9OnTaNOmDe7fvw9fX1+MGjUKgwcPRtGiRU2WGzNmDFJSUjBgwAA0btwYFSpUwMCBA3Hq1KkXPtfmzp0LrVaLDz/80GR63759MXPmTPz6669myUVjS+3q1au/0GtbY9GiRTh+/Dh++eUXnDlzBoULF8aAAQMsLvt///d/kMlkaNiwIQBDmdNvv/1W6u29ePFieHl5Zftat2/fRrFixfL+TRARERFRgTNp0iRMnDgR5cqVw19//YX69eu/0Pb0ej3u3r2LevXq4b///kN8fDyaNm1q1bpZ7/FVKhU+/vhjXL58GVeuXJGGCdm5cyfq1KmD119/3WTdMWPGmCUW09PTodVqTRrdTpw4EZMmTcIbb7yBjRs3mt1nzJo1C/v27cP27duhVCoxYMAAzJgxA59++il27tyZY5lVIiIqOHg1JyKyI5lMhvDwcJQvX95ijxohhFXbiYmJwYIFC7BhwwZcuHABHh4eeOedd8xKkTyLQoUK4datW3jttdfwySefIDk5GRMmTMDhw4ctjiNoyZYtWzBy5EhERkbC09MT0dHR2L59O3r27InFixebtbIcN24clixZgpkzZ0rlEytUqIAvv/wS06ZNQ/Xq1bNNDjxNLpejbt26Us83Sy5dugQA+Prrr83mtWzZEhs3bsSCBQukOGNjY3H9+nVp+a+++gre3t422Vd5JS4uDi1btsT58+fNymW+bNq1a2c2zd3dXSqDm9WCBQvQv39/HDlyxKwca0EQHByMUqVKYezYsfj4448tnjNr167Fr7/+im7dukkPH+bMmYP27dtj3Lhx+PHHH616rX///RcbNmzA1KlT4eLiAgBYunQpZs6ciWrVqpklF4ODgxEaGoply5YhLCxMStQePXoUy5cvR926dc0eXNhCfHw8li9fjoULF+KDDz5AlSpVsi1/u3PnTtStW9ckcZw1mZhTL2OVSoVLly6hY8eOeRc8ERERERVYHTt2xK1btzB79myzyjfW3uOnpqZK9/hHjhyBQqFAsWLFsGbNmucux+/m5oa4uDgEBwcjPDwchQsXRp8+fbBixQqLDTgtuXjxIpo3b45Dhw6hZs2ayMjIwMqVK9G4cWNs27YN7u7uJsuvWrUKw4cPR58+fdC2bVsAhoZ806ZNQ69evTBo0CD8/PPPz/V+iIgof2FykYjIzt59912TnmRbtmzBli1boFQqpXHjcktQxcXFYcqUKWjVqhVGjx6NTp06WT2GXHZ8fX3x33//SX9v27bN4nLGxJtarTabFx0djZSUFCnxUaZMGezbtw+1atUy6V2WlpaGTz75BKtWrcLXX3+NoUOHmmznu+++w/nz5/HFF18gPj4eEyZMsGrQ90aNGmHevHnQaDRm4wtqtVpcuXIFbm5uWLFihcX1FQoFVq5cCcDQAy4jIwN37tyRlh8wYAC8vb1tsq+yc/z4cXzzzTfS3w8ePABg6Lln3KcrV66Et7c3Hj58iGbNmuHy5cvw8fHBhQsX0LZtW6SlpZlsc+TIkejQoUOOr+sIDx8+xK1btwAYErsAcO/ePWkaYOhtWhCTg89yHC1xdXU1GXvyaWvXrkX37t1RuXJlzJkzR5rerl07hIeHY9q0aXBzc8OkSZNyjXXt2rWYM2cOFi1ahFq1auH27du4ffs2SpQogY0bN1psabxkyRKEhoaic+fOeO211+Dn54fdu3fD29sbCxcuNPn8vwjjdvR6vdm86OhoqTehTCYzG9vV6OTJkzh48KBJieYFCxbg888/R7169ZCSkoIOHTpgxYoV6Nq1q9n6p0+fhk6nM+ulSURERESvpjp16mDJkiXS3ydPnsS8efPg5OSE69evA8j9Hl8mk2HMmDGoU6cO/ve//yE8PBwBAQEvHNuePXuk/856X/X0awPZ37empqZK962urq7YunUrihcvbnIvq9PpMGnSJEyePBnvvvsuFixYYLKdnj174syZM5g5cyaSkpKwZMkSqSEjEREVTEwuEhE5WIkSJbB37144OTmhaNGimD59OoKCgkyWebq1Y0hICO7evWt1L7m8ZEzsfP7556hcubJ0I6LRaLBixQppbD2j2rVrS/+t0+mwcuVKTJw4ETdv3sTIkSNNEi5GCoUCa9asQcuWLTFp0iTs3r0bM2bMQIMGDXKMLTQ0FNOnT8eePXvQpk0bk3n3799HrVq18Nlnn6F37965vs+dO3eiTZs2WLJkCd5+++1cl7fkWfeVJSkpKTh//rz0t7EM5sWLF6VpOp0OgGFMvIyMDOn8MSarn/Z0stEeoqOjpQQvALPkLwCMHTvWbJy7p3vjVqhQAdeuXbPqNdPT0/Hw4UPI5XLExMQAgMlYgfb0LMfxWTx48AAjRozA0qVLUalSJezevRuBgYEmy/z222+Ii4vDN998g9OnT2PGjBk5jsE5e/ZsvPnmm4iIiMCpU6dQvXp1fPrpp/jss8+ksS2fVqRIEezfvx9z5szBgQMHEBcXhz59+mDMmDFWl5WNjY2FRqOBXq9HcnKy2fsAnozdeOjQIXTo0EFqKZ2amoodO3bgtddey/V1Ro0aBQ8PD3z66aeIiorCV199hfXr16Nt27ZYv3490tLS0KpVK4SHh2PLli2YMmWKSU/GiIgIuLm5WV1+moiIiIheLeXLl8eBAwcgk8ng7++PESNGoGXLlibLPH2P7+HhgVu3bpkNe2APxvvWb775Brt375buW/V6PSIiIlCiRAmTZxTGccuNduzYga+//honTpxA586dsXLlSov3XdOmTcOdO3ewatUqnDx5Ej/++COrgRARFWBMLhIROVjdunURGRlpNv3u3buYNm0alEol/vnnH5OH2zKZzCGJRQB47733sH//fhw7dsykBKlMJkO1atUwa9asbNddvHgx+vfvjzJlymDr1q1o3759tst6e3vj33//xdSpUzF58mQMHToUBw8ezLEHY/PmzREUFIS1a9eaJReLFy+ebbLN6MCBA0hMTISLiwtmzJgBhULxQuNlvMi+Mnrrrbcslvm0JCQkxOpl7W306NFSD9DKlSujcOHCZsv06dMHrVq1ynE7z1JCNjExEUFBQVIvt9q1azvsc/Msx9Faer0eLVu2xNmzZ/Hpp5/ihx9+sFgyydXVFREREejfvz9WrlyJlJQUkxbMlrzzzjt45513nikeLy8vjBs37pnWyWrGjBmYMWOG9HfPnj3NlvH29sY777yDjRs3YvPmzSbzXFxcci2jHBMTg0OHDmH06NHw9/dHcHAwYmNj8e2332LUqFFQKpXw8PDA/v378eWXX+K3337DuXPncPLkSanX5Nq1a9GlS5dse5kSERER0avNx8cHV69eNZuu1Wrx1VdfQaFQYOfOnfDw8DD5/e6IxCJgeCYxduxYbN26FX/88YfJvKJFi2LWrFnZViI5ePAgQkND4efnh59//hmfffZZtq8jl8uxdu1aLF26FEOHDsVnn32GN95447nLvhIRkWPJhLXFv4mI6LlduHABs2fPxpdffokqVapYtY5er0eDBg2QnJyM0qVLY8yYMXjrrbee6/W3b9+Oc+fOYcSIEVavEx0djd27dyM8PByurq7P9bpPE0Lgjz/+QOfOnc0Gfc/JmTNn4OPjY9aj05LJkydj2rRpiIqKyraXVXZ+/vlnTJkyRRqwfsiQIVaN+WiLfZWfjRo1Cn/88QeuXLli9XG8evUqTp8+jUKFCqFhw4YmZXxTUlLw888/o02bNggJCXmumI4dO4bixYujZMmSJtPPnDkDrVaLgIAAlC5d2qryugXJ+fPnkZiYiCZNmli1/Pbt21GrVi2rexPa040bN7B9+3a4uroiODg42569QgicOXMG9+/fl1p8K5VK1KhRw2LSGjCUWq5duzbatm2LixcvIigoCO7u7jh16hT8/PyyvbYcOnQIAQEBUuvs3bt3o2XLlti/fz/eeOONF3/TRERERFQgJSQkYMSIEQgPDzfrlZiT8PBwnDx5EkWKFEG/fv3Qq1ev53r9EydO4O+//8YXX3xhdXIuLS0N69evR+vWraXhBPLCpk2b0Lx582dKEkZHRyMuLg5169bNsziIiMi+mFwkIqKXSnJyMsqXL4/+/fvj22+/dXQ4RPQSadKkCVxdXbFr1y5Hh0JERERERERE5DCW+7QTEREVUN7e3pgwYYLFMjRERM8rPj4eaWlp+PHHHx0dChERERERERGRQ7HnIhERERERERERERERERFZhT0XiYiIiIiIiIiIiIiIiMgqTC4SERERERERERERERERkVWYXCQiIiIiIiIiIiIiIiIiqzC5SERERERERERERERERERWYXKRiIiIiIiIiIiIiIiIiKzC5CIRERERERERERERERERWYXJRSIiIiIiIiIiIiIiIiKyCpOLRERERERERERERERERGQVJheJiIiIiIiIiIiIiIiIyCpMLhIRERERERERERERERGRVZhcJCIiIiIiIiIiIiIiIiKrMLlIRERERERERERERERERFZhcpGIiIiIiIiIiIiIiIiIrMLkIhERERERERERERERERFZ5f8BQltDygdvWIAAAAAASUVORK5CYII="><div class="cap">图 7 · 左:距目标带隙偏差的收敛对比(BO 第 11 轮命中 vs 随机始终未达标);右:BO 每轮推荐轨迹 —— 前期大范围探索、后期在目标附近精修,是典型的主动学习行为</div>
|
||
<div class="note">💡 设计要点:目标函数的选择决定闭环效果。若直接以 S-Q 效率为目标,1.2–1.5 eV 带隙材料效率都接近峰值(目标面平坦),BO 与随机无显著差异;改为<b>带隙回归目标</b>后,BO 的探索/精修优势立即显现 —— 与调研报告中「reward 设计是闭环成败关键」的结论互相印证。</div>
|
||
</section>
|
||
|
||
<section>
|
||
<h2>5. 结论与局限</h2>
|
||
<h3>✅ 验证通过的环节</h3>
|
||
<ul>
|
||
<li><b>数据获取</b>:受限网络环境下仍可通过 NOMAD API 获得十万量级真实钙钛矿 DFT 数据;</li>
|
||
<li><b>理论模块</b>:S-Q 详细平衡计算数值自洽(1.34 eV → 29.8%),可充当物理约束/筛选器;</li>
|
||
<li><b>ML 代理模型</b>:成分 → 带隙预测 MAE 0.104 eV,可用作 DFT 代理加速初筛;</li>
|
||
<li><b>BO 闭环</b>:等预算下比随机搜索快 ≥1.9×,且能精确命中目标带隙,验证「AI 决策推荐 → 实验 → 回流更新」模式的可行性。</li>
|
||
</ul>
|
||
<h3>⚠️ 已知局限(对应调研报告中的技术挑战)</h3>
|
||
<ul>
|
||
<li>GGA 系统性低估带隙,产线需 PBEsol 修正或 HSE 校准集;</li>
|
||
<li>ML 的 R² ≈ 0.3 受限于跨课题组数据异质性 —— 设备自产数据回流后预期显著改善;</li>
|
||
<li>闭环模拟以 DFT 历史数据代替真实合成,「合成成功率/表征噪声」未建模。</li>
|
||
</ul>
|
||
</section>
|
||
|
||
<section>
|
||
<h2>附录 · 交付物清单</h2>
|
||
<table>
|
||
<tr><th>文件</th><th>说明</th></tr>
|
||
<tr><td><code>report.html</code></td><td>本报告(单文件,图表内嵌,可直接分享)</td></tr>
|
||
<tr><td><code>data/nomad_perovskite_entries.csv</code></td><td>清洗后条目级数据(50,984 行)</td></tr>
|
||
<tr><td><code>data/nomad_perovskite_aggregated.csv</code></td><td>按化学式×泛函聚合(中位数,24,182 组)</td></tr>
|
||
<tr><td><code>data/pv_window_halides.csv</code></td><td>光伏窗口卤化物候选清单(61 个)</td></tr>
|
||
<tr><td><code>figures/fig1–fig7.png</code></td><td>全部图表原图(150 dpi)</td></tr>
|
||
<tr><td><code>scripts/00_fetch … 05_report.py</code></td><td>全流程可复现脚本(Python 3.11)</td></tr>
|
||
</table>
|
||
<p>复现:<code>pip install pandas scikit-learn scipy matplotlib</code> 后按编号顺序运行脚本即可。</p>
|
||
</section>
|
||
|
||
</main>
|
||
<footer>数据来源:NOMAD Repository (nomad-lab.eu) · 计算环境:Python 3.11 / scikit-learn · 生成于 2026-09-06</footer>
|
||
</body></html> |