From 7f804d285ec20d1684e083a2226ac2bb780701ef Mon Sep 17 00:00:00 2001 From: kuuhaku Date: Wed, 15 Jul 2026 12:18:58 +0800 Subject: [PATCH] =?UTF-8?q?fix:=E4=BF=AE=E5=A4=8D=E6=89=B9=E9=87=8F?= =?UTF-8?q?=E5=A4=84=E7=90=86=E5=AF=BC=E8=87=B4=E7=9A=84=E7=94=B5=E8=84=91?= =?UTF-8?q?=E6=AD=BB=E6=9C=BA=E3=80=81=E7=A8=8B=E5=BA=8F=E6=9C=AA=E5=93=8D?= =?UTF-8?q?=E5=BA=94=E9=97=AE=E9=A2=98?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README.md | 116 +++++++++++-------- batch_ocr.py | 173 +++++++++++++++++++++++----- images/名片01.jpg | Bin 0 -> 32139 bytes images/名片02.jpg | Bin 0 -> 211069 bytes logs/名片01.log | 85 ++++++++++++++ logs/名片02.log | 85 ++++++++++++++ 运行返回内容.log => logs/手写01.log | 0 logs/批量识别.log | 121 +++++++++++++++++++ main.py | 2 +- 9 files changed, 502 insertions(+), 80 deletions(-) create mode 100644 images/名片01.jpg create mode 100644 images/名片02.jpg create mode 100644 logs/名片01.log create mode 100644 logs/名片02.log rename 运行返回内容.log => logs/手写01.log (100%) create mode 100644 logs/批量识别.log diff --git a/README.md b/README.md index 8860f10..051c77c 100644 --- a/README.md +++ b/README.md @@ -2,6 +2,8 @@ 本地 CPU 部署 [PaddlePaddle/PaddleOCR-VL-1.6](https://github.com/PaddlePaddle/PaddleOCR) 的 OCR 识别项目,包含完整的性能 Benchmark 和多级优化方案。 +> 在线 Demo: [HuggingFace Space](https://huggingface.co/spaces/PaddlePaddle/PaddleOCR-VL-1.6_Online_Demo) · 模型权重: [HuggingFace](https://huggingface.co/PaddlePaddle/PaddleOCR-VL-1.6) + ## 项目结构 ``` @@ -16,13 +18,13 @@ ocr-VL1.6/ ## 技术栈 -| 组件 | 版本 | 说明 | -|------|------|------| -| Python | 3.13 | | -| PaddlePaddle | 3.2.1 | CPU 版(无 CUDA),已编译 oneDNN/MKL-DNN | -| PaddleOCR | 3.7.0 | 带 `doc-parser` extra | -| PaddleOCR-VL-1.6 | 0.9B | 主 OCR 视觉语言模型(~1.8GB) | -| PP-DocLayoutV3 | - | 版面检测模型(~126MB) | +| 组件 | 版本 | 说明 | +| ---------------- | ----- | ---------------------------------------- | +| Python | 3.13 | | +| PaddlePaddle | 3.2.1 | CPU 版(无 CUDA),已编译 oneDNN/MKL-DNN | +| PaddleOCR | 3.7.0 | 带 `doc-parser` extra | +| PaddleOCR-VL-1.6 | 0.9B | 主 OCR 视觉语言模型(~1.8GB) | +| PP-DocLayoutV3 | - | 版面检测模型(~126MB) | 模型缓存目录:`~/.paddlex/official_models/` @@ -45,8 +47,8 @@ uv sync # 单张图片 OCR(自动使用全部 CPU 核心) uv run python main.py -# 批量 OCR(多进程并行) -uv run python batch_ocr.py images/ --workers 4 +# 批量 OCR(多进程并行,安全默认值) +uv run python batch_ocr.py images/ ``` 首次运行会自动从 ModelScope 下载模型文件(约 2GB),后续使用缓存。 @@ -65,12 +67,12 @@ uv run python batch_ocr.py images/ --workers 4 ### 输出结构 -| 字段 | 类型 | 说明 | -|------|------|------| -| `layout_det_res.boxes` | list[dict] | 版面文本区域(cls_id, label, score, coordinate, polygon_points) | -| `parsing_res_list` | list[PaddleOCRVLBlock] | 识别文本块($.label, $.bbox, $.content, $.polygon_points) | -| `model_settings` | dict | 推理配置开关(版面检测/图表/印章等) | -| `width` / `height` | int | 图片尺寸 | +| 字段 | 类型 | 说明 | +| ---------------------- | ---------------------- | ------------------------------------------------------------ | +| `layout_det_res.boxes` | list[dict] | 版面文本区域(cls_id, label, score, coordinate, polygon_points) | +| `parsing_res_list` | list[PaddleOCRVLBlock] | 识别文本块($.label, $.bbox, $.content, $.polygon_points) | +| `model_settings` | dict | 推理配置开关(版面检测/图表/印章等) | +| `width` / `height` | int | 图片尺寸 | ## 性能优化迭代 @@ -80,40 +82,40 @@ uv run python batch_ocr.py images/ --workers 4 直接调用 `pipeline.predict()`,未设置任何线程参数。 -| 阶段 | 耗时 | -|------|------| -| 模型初始化(加载权重) | ~60s | -| 首次推理(含 JIT 编译) | ~285s | -| 后续推理 | ~238s(~4 min) | +| 阶段 | 耗时 | +| ----------------------- | --------------- | +| 模型初始化(加载权重) | ~60s | +| 首次推理(含 JIT 编译) | ~285s | +| 后续推理 | ~238s(~4 min) | ### 迭代 1:算子级并行 — `core.set_num_threads()` **探索过程:** -| 尝试 | 方法 | 结果 | -|------|------|------| -| ❌ | `paddle.set_num_threads()` | Paddle 3.x 已移除该 API | -| ❌ | 环境变量 `OMP_NUM_THREADS` / `MKL_NUM_THREADS` | Paddle 3.x 内部使用 oneDNN,不读取这些变量 | -| ✅ | `from paddle import core; core.set_num_threads(N)` | **有效!** oneDNN 底层算子(matmul 等)受该 API 控制 | +| 尝试 | 方法 | 结果 | +| ---- | -------------------------------------------------- | ---------------------------------------------------- | +| ❌ | `paddle.set_num_threads()` | Paddle 3.x 已移除该 API | +| ❌ | 环境变量 `OMP_NUM_THREADS` / `MKL_NUM_THREADS` | Paddle 3.x 内部使用 oneDNN,不读取这些变量 | +| ✅ | `from paddle import core; core.set_num_threads(N)` | **有效!** oneDNN 底层算子(matmul 等)受该 API 控制 | **矩阵乘法微基准测试(4000×4000):** -| 线程数 | 耗时 (matmul) | 加速比 | -|--------|--------------|--------| -| 1 | 0.952s | 1.0x | -| 4 | 0.419s | 2.3x | -| 8 | 0.323s | 2.9x | -| 16 | 0.240s | 4.0x | -| **20** | **0.223s** | **4.3x** | +| 线程数 | 耗时 (matmul) | 加速比 | +| ------ | ------------- | -------- | +| 1 | 0.952s | 1.0x | +| 4 | 0.419s | 2.3x | +| 8 | 0.323s | 2.9x | +| 16 | 0.240s | 4.0x | +| **20** | **0.223s** | **4.3x** | **应用到 OCR 后的实际效果:** 设置 `core.set_num_threads(20)` 后重新评测: -| 阶段 | 优化前 | 优化后 | 提速 | -|------|--------|--------|------| -| 模型初始化 | ~60s | ~40s | 1.5x | -| 推理 | ~238s | **~162s(~2.7 min)** | **1.5x** | +| 阶段 | 优化前 | 优化后 | 提速 | +| ---------- | ------ | --------------------- | -------- | +| 模型初始化 | ~60s | ~40s | 1.5x | +| 推理 | ~238s | **~162s(~2.7 min)** | **1.5x** | **为什么不是 4.3x?** 矩阵乘法只是 OCR pipeline 的一部分。自回归解码(逐 token 生成)天然串行、I/O 等待、版面检测中的非矩阵运算等不受线程数影响。 @@ -123,21 +125,35 @@ uv run python batch_ocr.py images/ --workers 4 **思路:** 多张图片时,用 `multiprocessing.Pool` 启动多个独立进程,每个进程加载一份 pipeline 实例,同时处理不同图片。 +**遇到的问题 & 修复(迭代 2.1):** + +| 问题 | 原因 | 修复 | +|------|------|------| +| 系统卡顿/黑屏/无响应 | `Pool.starmap` 同时启动 N 个进程,同步加载 N×2GB 模型,CPU + 内存瞬间打满 | ① 进程错峰启动(随机延迟 0~15s)② `psutil` 降低进程优先级 ③ 预留 1 核给 OS ④ `imap_unordered` 替代 `starmap` | + **策略:** -- 每个子进程独立调用 `core.set_num_threads(总核心 / 进程数)`,避免线程争抢 -- 例如 4 进程 × 5 线程 = 20 核心全部利用 +- 每个子进程独立调用 `core.set_num_threads((总核心-1) / 进程数)`,预留核心给 OS +- 例如 2 进程 × 9 线程 = 18 核,留 2 核给系统 +- `--stagger` 控制错峰窗口,默认 15s ```bash -# 4 进程并行 +# 2 进程并行(安全默认值) +uv run python batch_ocr.py images/ + +# 4 进程并行(需 32GB+ RAM) uv run python batch_ocr.py images/ --workers 4 + +# 自定义错峰窗口(值越大内存峰值越低,但总耗时增加) +uv run python batch_ocr.py images/ --workers 4 --stagger 30 ``` -| 配置 | 适用场景 | 理论加速比 | 内存开销 | 实际限制 | -|------|---------|-----------|---------|---------| -| `set_num_threads(N)` | 单张图片 | ~1.5x | 无额外开销 | 自回归解码瓶颈 | -| `batch_ocr.py` | 批量多图 | ~Nx(N=进程数) | N × 2GB | 内存/内存带宽 | +| 配置 | 适用场景 | 理论加速比 | 内存开销 | 实际限制 | +| -------------------- | -------- | --------------- | ---------- | -------------- | +| `set_num_threads(N)` | 单张图片 | ~1.5x | 无额外开销 | 自回归解码瓶颈 | +| `batch_ocr.py` | 批量多图 | ~Nx(N=进程数) | N × 2GB | 内存/内存带宽,需错峰避免打满系统 | > ⚠️ 每个进程独立加载模型(~2GB),32GB RAM 建议 `--workers ≤ 4`。 +> 默认 `--workers 2` 为安全值,不会导致系统卡顿。 --- @@ -155,10 +171,10 @@ uv run python batch_ocr.py images/ --workers 4 ## 已知局限 -| 问题 | 影响 | 说明 | -|------|------|------| -| CPU 推理极慢 | 单图 ~2.7 min(优化后) | 0.9B VL 模型不适合 CPU 实时场景 | -| 自回归解码串行 | 无法更细粒度并行 | 生成阶段逐 token 依赖,多线程收益有限 | -| 内存占用大 | 每进程需 ~2GB | 限制了 `batch_ocr.py` 并行度 | -| Windows 控制台乱码 | 中文输出显示为乱码 | GBK 编码问题,文件写入/pipe 正常 | -| ccache 警告 | 无实际影响 | 仅影响首次编译加速,可忽略 | +| 问题 | 影响 | 说明 | +| ------------------ | ----------------------- | ------------------------------------- | +| CPU 推理极慢 | 单图 ~2.7 min(优化后) | 0.9B VL 模型不适合 CPU 实时场景 | +| 自回归解码串行 | 无法更细粒度并行 | 生成阶段逐 token 依赖,多线程收益有限 | +| 内存占用大 | 每进程需 ~2GB | 限制了 `batch_ocr.py` 并行度 | +| Windows 控制台乱码 | 中文输出显示为乱码 | GBK 编码问题,文件写入/pipe 正常 | +| ccache 警告 | 无实际影响 | 仅影响首次编译加速,可忽略 | diff --git a/batch_ocr.py b/batch_ocr.py index 1a75d98..85f03d4 100644 --- a/batch_ocr.py +++ b/batch_ocr.py @@ -1,37 +1,78 @@ """ -批量 OCR 识别 — 多进程并行加速 +批量 OCR 识别 — 多进程并行加速(系统友好版) -原理:每个进程独立加载一份 pipeline 实例,同时处理不同图片。 -适用场景:一次处理多张图片(如文件夹批量 OCR)。 +修复要点: + 1. 进程错峰启动(随机延迟),避免同时加载 N 个模型导致内存/CUP 打满 + 2. 降低子进程优先级,保证系统 UI 正常响应 + 3. 预留 1-2 个核心给 OS,避免 CPU 完全饱和 + 4. 用 imap_unordered 逐任务分发,而非一次性灌满 用法: - python batch_ocr.py <图片目录> [--workers 4] [--threads 10] + python batch_ocr.py <图片目录> [--workers 4] [--threads 5] + +安全建议: + - 32GB RAM 建议 --workers <= 4 + - 16GB RAM 建议 --workers <= 2 + - 不确定时先用 --workers 1 测试 """ import time import os import sys +import random import argparse from multiprocessing import Pool, cpu_count from pathlib import Path +# ── Worker 初始化(在子进程中执行) ── -def ocr_single(image_path: str, threads: int) -> dict: - """单张图片 OCR(在子进程中执行)""" +def _init_worker(threads: int, stagger_max: float): + """ + 每个 Worker 启动时:随机延迟 → 设线程数 → 降优先级 → 加载模型。 + + 随机延迟是关键:避免 N 个进程同时读磁盘/分配内存, + 将 4×2GB=8GB 的内存峰值分散到 0~15s 的时间窗口中。 + """ + delay = random.uniform(0, stagger_max) + time.sleep(delay) + + # 算子级线程数 from paddle import core core.set_num_threads(threads) + # 降低进程优先级(不影响计算吞吐,但让 OS 调度更公平) + try: + import psutil + p = psutil.Process() + if sys.platform == "win32": + p.nice(psutil.BELOW_NORMAL_PRIORITY_CLASS) + else: + p.nice(10) + except ImportError: + pass + except Exception: + pass + + # 加载 pipeline(~2GB,耗时 ~40s) from paddleocr import PaddleOCRVL + global _pipeline + _pipeline = PaddleOCRVL(pipeline_version="v1.6") - pipeline = PaddleOCRVL(pipeline_version="v1.6") +def _ocr_task(image_path: str) -> dict: + """单张图片 OCR(使用全局 pipeline)""" + global _pipeline t0 = time.perf_counter() - result = pipeline.predict(image_path) + result = _pipeline.predict(image_path) elapsed = time.perf_counter() - t0 blocks = [] for block in result[0]["parsing_res_list"]: if block.content.strip(): - blocks.append({"label": block.label, "bbox": block.bbox, "content": block.content}) + blocks.append({ + "label": block.label, + "bbox": block.bbox, + "content": block.content, + }) return { "path": str(image_path), @@ -40,53 +81,127 @@ def ocr_single(image_path: str, threads: int) -> dict: } +# ── 主流程 ── + def main(): - parser = argparse.ArgumentParser(description="Batch OCR with multiprocessing") + total_cores = cpu_count() + + parser = argparse.ArgumentParser( + description="批量 OCR — 多进程并行(系统友好版)", + formatter_class=argparse.RawDescriptionHelpFormatter, + epilog=""" +示例: + python batch_ocr.py images/ # 默认 2 进程 + python batch_ocr.py images/ --workers 4 # 4 进程(需 32GB RAM) + python batch_ocr.py images/ --workers 2 --threads 8 # 指定每进程线程数 + """, + ) parser.add_argument("dir", type=str, help="图片目录") - parser.add_argument("--workers", type=int, default=4, help="并行进程数 (默认 4)") - parser.add_argument("--threads", type=int, default=None, help="每进程线程数 (默认: 总核心/workers)") + parser.add_argument( + "--workers", type=int, default=2, + help="并行进程数 (默认 2,安全值;最大建议不超过 RAM_GB/2)", + ) + parser.add_argument( + "--threads", type=int, default=None, + help=f"每进程线程数 (默认: (总核心-1)/workers,保证 OS 有 1 核可用)", + ) + parser.add_argument( + "--stagger", type=float, default=15.0, + help="进程启动错峰窗口秒数 (默认 15s,值越大内存峰值越低)", + ) args = parser.parse_args() + # ── 扫描图片 ── image_dir = Path(args.dir) if not image_dir.is_dir(): print(f"[ERROR] 目录不存在: {args.dir}") sys.exit(1) - images = list(image_dir.glob("*.png")) + list(image_dir.glob("*.jpg")) + list(image_dir.glob("*.jpeg")) + extensions = ("*.png", "*.jpg", "*.jpeg", "*.bmp", "*.tiff", "*.tif", "*.webp") + images = [] + for ext in extensions: + images.extend(image_dir.glob(ext)) + images = sorted(images) + if not images: print(f"[ERROR] 目录中没有图片: {args.dir}") sys.exit(1) + # ── 资源规划 ── workers = min(args.workers, len(images)) - threads = args.threads or max(1, cpu_count() // workers) + reserved_for_os = 1 # 至少给 OS 留 1 个逻辑核心 + if args.threads: + threads = args.threads + else: + threads = max(1, (total_cores - reserved_for_os) // workers) - print(f"图片数量: {len(images)}") - print(f"并行进程: {workers}") - print(f"每进程线程: {threads}") - print(f"总核心利用: {workers * threads} / {cpu_count()}") + total_cpu_used = workers * threads + stagger = args.stagger + + # 内存估算 + model_mem_per_worker = 2.0 # GB, 模型 ~1.8GB + 运行时开销 + estimated_mem = workers * model_mem_per_worker + 2 # +2GB for OS + + try: + import psutil + avail_gb = psutil.virtual_memory().available / (1024**3) + mem_ok = avail_gb > estimated_mem + except ImportError: + avail_gb = None + mem_ok = True # 无法检测,假定 OK + + # ── 打印配置 ── + print("=" * 60) + print(f" 图片数量: {len(images)}") + print(f" 并行进程: {workers}") + print(f" 每进程线程: {threads}") + print(f" CPU 占用: {total_cpu_used} / {total_cores} 核 (保留 {total_cores - total_cpu_used} 给 OS)") + print(f" 错峰窗口: {stagger}s") + print(f" 预估内存: ~{estimated_mem:.0f}GB (可用: {avail_gb:.0f}GB)" if avail_gb else f" 预估内存: ~{estimated_mem:.0f}GB") + if not mem_ok: + print(f" [WARNING] 可用内存不足!建议降低 --workers 到 {max(1, int((avail_gb - 2) / model_mem_per_worker))}") print("=" * 60) + if not mem_ok: + resp = input("内存不足,是否继续?[y/N] ").strip().lower() + if resp != "y": + print("已取消。") + sys.exit(0) + + # ── 执行 ── t0 = time.perf_counter() - # 每个子进程独立加载模型 + 推理 - with Pool(workers) as pool: - tasks = [(str(img), threads) for img in images] - results = pool.starmap(ocr_single, tasks) + with Pool( + processes=workers, + initializer=_init_worker, + initargs=(threads, stagger), + ) as pool: + # imap_unordered: 逐任务分发,先完成的先返回 + # chunk 大 → 吞吐高但内存峰值高;chunk=1 → 最平滑 + image_paths = [str(img) for img in images] + results = list(pool.imap_unordered(_ocr_task, image_paths, chunksize=1)) total_elapsed = time.perf_counter() - t0 - # 输出结果 + # ── 输出 ── print("\n" + "=" * 60) - for r in results: + for r in sorted(results, key=lambda x: x["path"]): print(f"\n[文件] {r['path']} ({r['elapsed']:.1f}s)") for block in r["blocks"]: - print(f" [{block['label']}] {block['content'][:60]}{'...' if len(block['content']) > 60 else ''}") + preview = block["content"].replace("\n", "\\n") + if len(preview) > 80: + preview = preview[:80] + "..." + print(f" [{block['label']}] {preview}") + total_per_image = sum(r["elapsed"] for r in results) print("\n" + "=" * 60) - print(f"总图片: {len(images)} | 总耗时: {total_elapsed:.1f}s") - print(f"平均每图: {total_elapsed / len(images):.1f}s") - print(f"单进程串行预计: {sum(r['elapsed'] for r in results):.1f}s") - print(f"并行加速比: {sum(r['elapsed'] for r in results) / total_elapsed:.2f}x") + print(f" 总图片: {len(images)}") + print(f" 总耗时: {total_elapsed:.1f}s ({total_elapsed/60:.1f}min)") + print(f" 平均每图: {total_elapsed / len(images):.1f}s") + print(f" 串行预计: {total_per_image:.1f}s") + if total_elapsed > 0: + print(f" 加速比: {total_per_image / total_elapsed:.2f}x") + print("=" * 60) if __name__ == "__main__": diff --git a/images/名片01.jpg b/images/名片01.jpg new file mode 100644 index 0000000000000000000000000000000000000000..206da9b146dc1c3bc39ab92b1a2bd07a988853e1 GIT binary patch literal 32139 zcmbTdcT^K^_&qowKT&K>uq2{?7$O0LGs$goKog9KS;~4L|?_g9!-1L_~yy_`L)1-vflSM0f6s zC=lP(vxGcwqZ18D_)fz4yu6)W|L;DRn3a1dDH+2(MkeNmkGOew`NW?*m5`Krruafh zSw&S%-QeXbL!;MkjIC{K?d%=kjvk&~-afv5{$U@(BO*V2j!H~QPDxEm|B~?|CpRy@ zps?s?MP*fWO>JF$Lq}&Ia4_vf(Tm*!KU_!|M-~ti&;NM_cLZbU3#CH_*AeL@-ABcvK&^=H1 zUfxd1DW<J_F{@(!${r`pR{{r@Z^&c5|G46^TcG>Z`R@0iHt5+;-`_jYp!1jR5UK22fMhrB7LeaS z?B(AA%wKV|vv;(<9&ebq*5g-)X=}e!(r%kCPVrfMrgPbS3RRay*(DT8)NzVkF?_tT} zu!d-Hy?&)$ITZXBkgJ(L!y-E3%BK+MlGd9`^ZlapoG5F?`yV}{L~en1-I6Md8=qhc z;#O&_di`J@dl`clmT}?-@~nUR2}u6>Kc1n7d> zAEfye){=?x&>SVrrT+7eigijPvW?B)JfJH55nZs&E#To12oFN!2`Q>& z`vb}X5bmhBu;G}2GKObwS^1ZkP@}3)T-)Q8|FD*k(kQ6J?XDlih z&ci$hl#lC~o00d*b)EfQQYfDk&3ZJ^Zci>*$3xkdL672ijm{CA8OgyxTR~rtz_S{; z(9lo4>(irTiX_~eYwXpJ-iyYnp3&7`xED1y2Rd+lf0`95VNX|+s@vthkb3;9p2hEK ze&#qI(%!L_FEExD1v;kEI`Z~bb z+M^67(P0YqC;{LY33j4xs)HG8yCt6Mjarw0jOy37)Wx#YdN*VpfaTJ^Nf=hUBuPmZ zvH9_-v{2#6Yb_uv4`=pe>s%KcCZTD4P!NN<>PQE0^w;n!Xt}{o2JmW*dL9;|{_wrr zRgf38tYqGVj#ke66M3EWeppQFUXI3kzrW0{Tfmv}1r_n%qbE!!Tk?0AOobl5X`K?E ze-gFqxLbHwIw6zosP(DjZwT_adIfD_d+X#BtVHRs{$>R~O!FzX0NIx~sr(ZpxW9(; ztA_X4(=8kw#?=wA+B4YlyX@ScUrv;%hIx z!t9+_(_B7LEf~bfPvkx%GHsXq`l`3!B5Jc@w)aQu3-cN&y#+0vn?6^gP2F2SedU8| z&h&;}n}whGA3Nw%Y3pmJF|j=}uLGM4!wf&s!1bhCz_u{+9bEgvi1hdSuO7-j4!AVT z%j@K_{sR^~GpYMId|#O)s?6>B=L}7SD%V#^UYPJUzjgY*Ppb-T4_l)OR1Yt_A1m4C ztOfRyf@>X{S+63wcw`F+tg+K0QS!=?dAY(rqIiQNlA3vQ_mqOY==9_%e?;*B_&3Ny zRqYg+0p}bY2GmY-(arZSGn@flx#R2@7One`kznd`de&ROKQZ|U@Q|)5lI>C-)Y>1@ z@ijWj#PKu-8Up~S$N8ydk-!bl{q#d*Ag?bN66X(Cnj*X+s~^!f1Xa;)D6k*bU+RKM zZh`#Z08j>_Fca5OW}wgdG-KhuSoR$6EnuGk$mxo1xZNz{=m2Wki1=H;(@lqwb?@CR zQ1xv1c|uqUJE{bD8CX1NWfe64*zI|wLOjm3kbLmX8=zk$?)@#WtU4rz?XSI(rCwGg zYk8fy#x&b(HAQzLRhU<6gLUa|zWP^xhkNNoOx#(`(FKO#F17H$vw}0aP?$0BLms8g zoBhbw+x*n=VnSzkz8|slCJn$zb&J}H#LX*PqYc?8?|-Q!I&+>xmu@PcUUjQ3i9NOQ zx&>N_5c3F$t45>m$FOC2ijG?V5U*#Ntn<8T^bfciZBg5_fbDZnYp`0dTVKuZxLg+! z+&_v**b%&0vk=klpek@<`#I7j?W}Y)ow*}<+`cZ3PLlD!Z6@9D5Y*dPk3NTbLnjb+)+D^ z4(?!2&q#*TeJ)xo$c7N%DnTjh4gbw4EPb7QuHh8mDU~cgc`4_ibRh(Oe^5I!9y{O-IK+uEIYgpW~Z^^G~-*v7< zOds)bv#9k@yHHn?cy#E;Ja%&QFZKB2)Oa~UaWfnB-_2CsU9+b}9)#sRHT}U|1OL!c z(Eif+uobhG6Nf`)k!qbgaDS!t+UACr$rQ4t_7H1N}!&ptk0%qG1Eul5;S9esgqfNLOuhBJ@vOb|B|*Knl4-}l5>N3p(vhm*GN zu;Kb^gv!V-_}SUmrKzEz1j1Uan)tI_k9q+swSrnB!@k=F`ZXs8cTs9@aFCUjZ=RQl zQ9mM>vwYFfr7S7MdQ!XxF?-um^2=Dmd;B>;h##BZ0((y#g3aV%R=o#homYe?^`EYt z*?HN@9sSus;q%w^b-gEV@8UsBz^qdy(-Mn?<*&cEbaTY2ad~{p^Uh8_<<3g! zx#q9Y`22W9=+QYD(JOcQ&uG2*0;s|3%O=b%;G*Gr#ws^k-b=jPC^?IX@?m}d-oVYi zy!+=wrRt9*j{O)6MRq)Um7%4iYF{wOzn0lDwv{DgZ9#RwZh`zV#96=`-QNA4XaYC% zjCQe8Y=aud%KCR`IKdP34HrWT*gUYNpX*J^2!q4nY~gt{`*cc2P3N$%h^1>TB2kuEvUl-~!m%FaplH-GVy*wQuwNaZV6nH= zYrA$dI9v`kI{7KWiXYWLo}3aok}RfPVxK*z7xfRB#7b>2Rh(9;<^NSN_2p`^oYwD5`O%6gfgynKc@SP;QW0dmmT3s{!JjC4@- zeL|{m7+-jutlFg)62gGHN;&1%6+=*!CxRUo+Yu^wd8v31hg^+Zr0Xf;OD=1;bV(B>!;Z0Z(3dC1de zFzj$jTxtJQS?m^gKfsz@SC{Yzw-KXr2!3KM1$Y&%@>aSc%$D)&FCvv*`DYhb{1u^| zKwlfW?Gp$&DgxWeAGNp|>1s)RIi#zoJ7c`z1+gGkDlIOTa-4H+;8xN?9NGQ3kK}{o z(@z1buWMAwv&H_uHxSRh(=t7^sEYmR|DnE!AXt>3T$ZKzK_ff;#mOeGyj$;kh&vHj zH23ej)qj-7|9xp{6>?>fzpj5m)Dq%s|5M|qK;Etmi^(4=BlckSl*&rkqvs3IhTPaM zJNkdiYO+1jvfHQL6_@b$v4RGwXc8Ip-7;~n?8ZAz8ODFlPNdbmPJ(}?rjo^Foz%T# z)?;H}Dbt^6nxey>5Zm*BQ6Kmtt!Qd_DeT3+EXK>1jdVUxbzz7S@t1FZG+L?PKDA|D zK6Z({H+~!lIRvxk9MeeYk67Yra%Re(KUD#nO#iczmwY3fFuyy+EvU5aGlB<1wH%%0{3UBXH?4#bF9s2fI4ojr8?dPI$9=yb}5#^lxOas{hDG!@van-3fQ21{4P-7!Q$rV~aV?b@w zq-;gWd+zvSwy}Ui`77yUPp5zZ4H3$fRtGN`Nx*Gy&**S|=0=Ice_j<6DMx7tNh*RK7o#V*=g zfTHtqB&}o6;aVln_S0H2C?rEa8Y14&_TE8+ZdrV0gn>9d10eU;CEl&d_9-Fyd{sp! zL-Xto-)hr_^0=f6YOJyicZIQm&05N{a4ln%o#ckLOYfLvRU-iodMV=nHECFTC_9KJ z1NAxL$+`fXSL-2Ot?9`_AU{WFH$b_Z2RZCNf@w0n7;`D4Z44?mczOar@+57yz+Jl> zX~cS#PAMD({t-8np|-t_jRKyo*F$6OFGp$KU&RL#VzFWD$H3h!mE~?GNHat>oa1in ztiyT>kN8Lb19{T6^}^#pZq8V|)HUT<^@FKvCbV6(&J6@?LO)<)-+PPbKeNtIws>&yl?mIIk7QybY9#|q zB`?wm=I6i}B=218X0kq7j08}GZM!K`YaYxbWms@pWD?Nb0zR(hJ>kb&=bm|H%A{Nf zAIw4SyW>?v2_VeMt}HvqV~d*AIjhg@+i7Gk7Um^q-!_?{;h|xO@wFpirdfN#H}Y@0TJm+GEs2$(O`Lz(d>?I37f|86rS$_nDtGj zH~EV1H=QzGj(nJlJjlCfz481ok83bwOm}GR%f=%(w&DgFEt`G&g4$SdxX()b__BZ=iU6NM!E{f1jWMBRkh z;Jn!Xv#zqp%heFfRf*9?8?v|W9ipw7??D&yzl=#6D9>79pNsBwr`$1!Mhg0bi6HIL z0K9MuP+yaUhRdA%tR1fzW7v5z^EcP&W{JqdjPKxer5ik7>GbQ8>O`wBRF^+Phq@() zqw#>~Ph#)&1#k<9jnr=$h0C%?J1k`GNHubr7@mhg(+{vu^KA{{L{N~!C;!fkUS+*~ zG^eqAbwS6ljo@1o6nwXBeG4cCbFdxsUb6oy$i>soXiy4@wO#!~!7EeQC)93iEBd4~ z!s3@JUOPeKof&S8qmM*PBFMkxwOCJwnDP5I=>D}G6%2Z~=~1OFU+c%tZ4ds)#F;cC zdF?bRlNua-mAc=Js6O0(iT(TRtH-CDd>`%O{{9c!Y~qzo+3X9)`W4@z<#wOXwu z_d@Kg7OkO$`+FacDBzU9n)Qo_#@&vK!#pF-QWD9sgp%r6^KKd~c-i@{z7S#g28#B| zahHFxe7HC|e>#1Y+-t@1Dz(_d^5V8^#WPVJ@MeyHU(Z1{u36dT!4Ux|=VMbm%Kv^A6L(S%jgeEU6S+nTz{t=eZvovu70 zj0RH5HuX?o5+r&IHGuJtR2*vv0}VKgg)mqOENGL@K|JK=}Wy>Xz^%c07bSz29-!S zUR%-3hT!vC-WfAqiWeAl>+z#JFxZFuL<&iq6|~oP19!vyV|5#XfAl~vG;e@3tV?y8 zCElNKPi5B!Z^Mk?7XJ8XR+|UpHshwrEmyFm9+>31tYrl;lkEmXns0&oQ(r=|r~;eu zDYj4fC!5HtD8L8S$!6MxO6W$8R z9C7CQupuuiZM~)SIO_dSUu={DQ+@=+d-qNM*!Mi38PA!=a)x~cs#v()A^r{*S z>=tN_^-<7No;MOe?$5$ac_bv1@iMzVg0J~tXDnTv{R`(Ik|w7VQecb(#QNWXui88` z8h!ddrta$Ok1(ON!^Y{tLzuV{HlAfX2fzpx+D-VPD)a$9`gg!E4fs<#T3TM)MvjEs zb@{LZ+&ke0^ld*+cf!tMRBAaTVS7~hX|5hgyVMVY@2x3@UFsi1$MS+WW2-E@TzG&! zJb~=zVmIZgf)L?szIYNLr9IfX(5DD~KmUz9^RO|fN=ol6VlPi5n#(>>WhCkSiFi6& z-DwW{D1c9&+CY0^aCqX=Ij3G#C&eENznOJCCrF%ujXY#0N-++R56}B_d}$TTb_6|f zj(evMcqGKk&+RDy(W$_V6y3~YcjPYa^jQ!c#e4D%gbbPF_Pq@n=vWf>c`ka?D&Z4n z8s$#3?tOBPf27C6X>tY7{&epw3D7nXyLqeJHy+UX_d^^4bNpn;_go8~>Ft`Alk>!R z{iTwG?(=mVET!)MStMSYOE))zi>XShv8Pt@9~a3N$E(74i$?Z)gpZlhj$)Iajx)Mc zQyApta2#QE_T=eTYBrVJTON--s`>r&)D1TM=t4K;s^w%VHl@$EV{$AYAbkC&HAZ%e z?8tNZPs~16s?<4FM+?JQq4c^|!zXS|C%XKJ)!OdR0A-0LieJdZTxv_QBHUIZ; z?Y4QUn(R$o58vFk1##{_qjPo%E$0SR(6SQ0QDOHk82nX+Ri#>oX}T9eE}XpV-ej8% zvsWgj9Lt5W!YMv#peAxsG1BOiA!8Q(Zpaa2;jyLD^m~6d%$2sa>eFXa<>;;E&n1CW zYdxEN4>1pD+h!0yCo_(}2geBcaSpxCRDw@=@cZ_VGwjcOf12Y;aeBI6_5Gn~bV!1^ zgo$yEue0mJ-6d{U`VvlaO<7oy=rP=$EO*_{4;;(3DU?D>TEoA zGLB|_7IAq(kyQg4Z^?!Zw@nz=zpe9Gy-Ormh+RoIrY|4y+Y4KY)BinMaz{`AEv{sh z;iqoOzZmtCVwo@`^UA8(X`!?dE)?cv;uXOXu%)V+D*rT9A(8QNIpI|c!?m3ABhtrB zDz?;9f7*8{208DWEtJWn@Lx-e2{u_4ZZa!QtK`k0L}<0{E2il`O<}8LrI^A(#Uk}ZF+10tU9Fys{FaE1h)c}tMj74@J zAe%V4;cAD{)JH9KwoZ0x#KX@Qh@qcLectS^cSC8gcj1>2c?CM~M>3=A<}Uu>y+|q} zt=9VLb7_~citV04x)@|=?jcnGt?9q!u7)S$pS8bmPN(lC+_R>wmRVy_LEZu&v+|s4 zkp zM{vWVZ)d~l-v^Jy&nIXSjoc}5=(`j>qdyP_K83!8%oD6>gYVsL;p?ZED#~Y|yL4=?mVMS^J_#&hv|KrNMCLw{3!Td zt>C#o#v?Wo8ZNVNifVrHc^knDL>~=@?Wp=;qlZzO@W@#;Bq3T-F!lHt*${W~5%a#8 zDKu_Xeo8tN*5m*P-sg&xrZ#O+%dgp&nrWToIL_txZTs?VOS72f)TE(em5^=$*DyHr z!`HJG#OK_#uP9R--zduUNvgKV4VDzPs53p2{koNi_;PanFOb3_TE!UiTPFj z4aP9F;a#W?MrIh?6+6p?zJ^4JZE`~XnPfy~9 z4|wmH-UMWbx^>{BR)XkeSB~S@aoOSbrM6Jm3{nE>=0~tO@vkvNao&R>vDb|Hccd5e zUDzX!^5$b#f|!s*>*w-v1>zRgJgRJy5%90*{il1nN<vG3#Ds*o0 zZBX}?^E?jPv+@%*cslfGIQyNh(M;`F2#Gwl6}G)h#~1Qf^^`ROE-ABnnUn#J(?^g2 z2={v&2V>>eW{4#fVVTS_*#3RvKkfxGR8qy}bkOre?Pt;dvrX|a^p5m=koR$h+r=ocvc@QSbJK%?mE zx5Y0moN4`*5f^H<065d;Zm0?ypQOu&x32cCT)#@67IbVIK4cJ$EFs;xW1N7m7=kh^;g=A{=fmWtBagUlyOAlptr)&Jh)o(%zDJxZ$ z&tTT2!cO?oc~HA+p;Dk%K9|Et)g8vQc!pJzcnxquW~fo-X_;E>wNMj}UN%wfWgy>m9+NBX5_^q;rZ^`2dkWiZe8?!;Q&*UL%gf0Y?R^v9bY?{naly7w{cF3 z1I^D^1;ICos`=|z#ROL)tlkz%fJR87uo`Q;Ut4aQEC{9;%iA~vw6(2J9OwAS%Hzvr z0iNxQr`CgD#=Y#kN6WFn)SCJ>KIkPkO(LFt2~mn{vntktck92gnk*r`AHpVLlYcUL z+e5x{6U0+VL7aH>17aQc7Iyf8W0CAtb9By}7PmlvR4#e=YDEjuL!M0MibaXAXrn7b z3P+=w!+rh|tO+iI<_W#?F1|5SU99kUxH&0Zq?Garq_*L=)HE@<2|Lz9-<(jN4?_xP zW|bW224#dJq!kiES1u{e3aC`2kIaOY;FPgna!bE2rB`>}{G#|{{DN2<68}8=PnIP8 z$VMWbY0jhc;7jBz-`KamXd2y%vWZe`BOmgUTpkIQWwklp(&QeP+rylH`9l+^ z%Jl~}OfNb68%2j~&UjXJ7nJe5OmB>PB&lO;#I&uoNzr3iVihZ2?C;gwB_Ui~bEL#4 zp&Zjm{l}n3%uM13dYPIS?*B2#!4Rc=hw1&9^%-y(5MX4m=t}EbV3ajxl1;7PoUa|y zbW%T~99TX`AdQd8ewsRZ*Np2eJ} z{4O}be@o1JpIkl|w*f=!08j1~uH*=JxQtIUog;~6abr69ykfZF{8ToQ_A?~w&CFe_e54KgJ*JaK zp(1AuR}>?xS@qY2c!nhHLxR_jZ-EfR$uFUf#6~HoUs>luLv!M@rE00B zp+HArOIMW)BwB45NJ&}`V(<)-ERSMTA)Aec|qS`6|iI&RM{9xzYizsH`7@eUcb z3MbQ681P?u{}n$nl=dDFcuE;FOe(TCbVY0(f1GrUG~faaA+r3w|HZX1k?XKcK^=()&p|Q*C$a z__KS53GUglm_T=zFEQS>Ew52uc4x?50TiDZZ-HjD-xcw6LiLUS=_Wbb!066Wj%W_m zYgJgCoIbqU$AZSR>^XCWkJyKHH{1>&mU&&MawUaTeHBM0jA-0a*OsIVx!yoCQvT0W zOUM!4$L)F+wLk_)_EM;v4MDJD@z&l8QP9Z>oyC!`=ygEi?6qAm6hASyw4QD2?X~)} z%mgv!Umto?z#3X_{LRmqcdlB~Uflv)!(a``b-TTuIFXe-d|cz=a3NNSxQ1k9wca?| z_ewAOxEcdVk{2)hPTF%XzW%Id|I(Hp4p>VYTwLiVK8x?XNpt}DJoB{GIaM8GT7UQ% zHizevs{kOtr<q9-U#_GiP8A}UE% zqpb64#3J;-Hty3soQy5huGuoFR)(Jj#=PrV=3I3i^taHo(~0b6E#;KjwK?i2?#}rX z>@KGRj%EaEl<4J6U54HOO=sU~1W#-1mP|9oh;cDzs zZFLjvTNuHd&D6#5F)T!!^qb3?j``I_+^U&J5dQw^PES^~dHbyIzp%ePnbb!+Z;hgw zbgUN#C1=gcA0}VW3cWF}9X3kC-aSv#RP!QddjPL4fuB|Fl4$t0FPg}NouJeSr8~18 z;mt-ts5cQK&}zrCjE`6+mq@{++C+$};(WEgQ1J2B9U(<-!={YQQ@f+Q$K4-o>nEsd zoc;tcBdi=Qdx|`krUx9Jq+}u`sB0bB8-rR$8s@3C4$i}t*ifgo)3b2zF{EVlnuNPf zttpihlKMrjY&lk=Z^Lb~%H}dqwupqi>CBN>2;8D`rs61)wY~|Lf_i3``i}(az-GG% zVk{+=Y`eOWrM4Id3}h9|N_+UW+0sAb*)#Yu7URq29fuR+Io)U_e}_M>HVKzNYp zFU!Dy5nI)ZS6^o`_2T`XY7riU1PAJP4C-%F1#lPj;ZzfE-%L5iG2;!yYly>KJi&bqu z&S5(W!^+e4yfJqV4XlistggEw#7XEqO2l>Qk zeI;7;3J%WbtCx)xlAMP{1hSo@Hx9G6z$P;8J^U$7?zo58VCFZ}K&=rrKY6osA zO47Q4O`V*gPLM>KlJDaB(|s8QtAae2dsjWQu)|itcYS49e6AsMmKS(o_5J2;rPj*X zR5D-@GV&$l+SmNlKO=}q?iN^`OAj(QB*MGc=mCg@w8A8=*K$z#Puq1X546kgLGsGu zr^VUf!nKS7{eh8mK&W1pjUaA}mn>psLFlYV7;Iw=o6F?@$7|G<0FwAh7A&%CS&tpo z0yB1-$6*j{!TE@`TVVF`(ze3ib#Ti?hH zP#5mWlOJ6mWYh<60~A4iIcvDJ_P9N&tg3WA_t(@v*6E@q_v*#IwG@m6vx@o?3j~CP zXn`~91Q5+w?OxOXyH0(#GBN3DN~E-kqC7R{9(9xV32p;#iFH|n9S(2f=$D~!A4Xhp z9MQ5^9oXYl`@M;v{16f~^nJITv9$AguxqQaowW7ZX&!cZ?O2?|$GoA_^?S~HXcusn zQ#NO-fIE5o+Nb{p4${Zl*vkdsfkyS6;MH$yD?t+_L= ztmi6A-!SuL@dv7#&+@-OdA#HLFe$a|0RA;D{)^K4kMU;efflhlUFpp7jK%1sZA{9y z1{GT;!lw(@Kcna*Y6miLUU8-BX%$$fRW%up#A(713AUDc_G;zLX-}hyow^!f=cyu* z4i_fLb`(~gE#TAi{RoxsKWR5EP5nRr%c-n2sd)M|xG8Bm+qmbz>1SS}>YgacMEdW+ zR7uox$*tF?qNYK-K6E6U{cgAU~*FG zs_(4yUYVKT0tUvSr86-*{;Sp=A=#68>k}~bb zl7fA)TPjk$*!f%FpL`egXA z;sZi?Knwo_UDrp}aC^{8nqR(bpXqgsBr#m<#jtOh|3$37NtK0Q)n$fI$2oFUtkz{K zyoqeo=)Oz+RA_fofX%2$?}8YaR%c_##V|PiM^+<(OmjUXX~V&u!P3%~E5ADItB?G!R5m^H zE2bc>1bDbp=(eUTtm10iZ`HLBO?zp0SdOkOdDRqR!;-`HEZZ0uBCG3ES38;3qz#_u zCB)~+3^Ie?&jrC|8S{lrKjd0tngNr_gn#Ay4Cq-&tT8kox$lJW$tN|)>I@{vNq_Ez zZ!m>oY*Q9oB+1@>-@yN58lQxT@-e$O&0W6veolRWv?6FpMn=C!sJoHJa^3KLOt?1B z0|>K?UAYU)cP}wPK36g4&iQ*Mi?=`uAlWE%1uYTIjNUW61^gW3EUy|>u3ml%INBTq zqWY-;>YlI7^_>al`gNAq&%cDsGa(6$I2JR@WrK6Q_{4%$kS=f^Rtvem+trM(hgV9M zH=hlI4z1UhZ}3%EZq@T%d_@V~&2EkGaJZ(Fz!|$3UGsn>B3R?^-Q*44H{4XTzq$ad zF?55Qs1>|mEmx;+Xdw>>_B}a8g2;JLQrkSP;;g*{>ve@V!%ZgiJ2z!||L7nYU2xMl zwt4y{v1){=?yB>unYY+_13?7`q2}H14O2OQG?X(%IBo$iqsx&{mhX0_dlwi5#x946 z69ErpRV+TaK$Il1|0g7nQn=vYG1)Cp0q^e$+!K%}{WEf>IA}reW_t%ocn5r@rnp;0 zDt3mywEdRe+gAvRzpb*`%g0DkA1V}h92&5{bBK;NJV|c zXd;1}c{=rhMvCC&q#+oY*0!3VMZs^>mMW{WjEh_yQsI#Og(Q0;K8*4#8%;z!liV$k zLz2mv>&g`ngiv4HMAl0oA)LV^ml)u!ym1OPOZ8 z^uOWHjO)Bd?K0+pem6EE>^Esi&Ph8=H1s#_oss2qT-rY$1L*?=UCu{=45WGR&nYhC#78=Re6j7z&2rOPiBhjt>Ql9HR#~1eT%N5} zdDjNEej-kCM9{pQLt2HHnq|`8INSm?FK&!uzp)(WUV|=mMWk5iCU-J)&eS;PzD*Y* z6ONGy!n!tY$GP0F0BAVR6qQGIM+~Zx7Oz#<_)@EH0gf^JGvRpV;u!INt=O1K;9DG8 zd2(kUvmfI8Urheh#v26{V*!{t00*C&Jo<_XYBe^EfA4$EOJdeo5h(JKAXx1JVXO~a zbp)$!Y4xI+Aan7QxX09V(GxNjH@w@jeuZ&nR6HOl+4qpKG*%ndzi31Bx)wLoJD4ug zLL|%?^^StzizL~?o9dYo>go(|;QzxRijd!bCn zzu^zT^|#A0h7lI-RdBO;RsHN$ecf^X{WQbewHNRFSIBuk;AyCAx4pT^ zr)hVJ^->}NzVbsHoOF6VBej1qRoBXJBB1h>p~dTKq(srmU%H=+MVyErKKa=pd={Ts z^K3`YxUniw^hX{Rjg{|06aGj%)f%(tZ0jN7UqhfGFbTjay@#!NCeD=N z?;+KSKXd$bwpW6zw@9IBgiHlgM>s*AYW=FBwG7bpz{Y7FMa8lA1_Im}u!Z}w??-_= zogd5fXjqE!TZMKY3qQrEXAN?fQi|{PK-iJDKnx%)wL!w3+~Mwa{SxYd#&`J~ceo1& z?VahI4--5Eb$#Kk75^A4yh(TZDEYlef1G88Xq!bL=hdJ*?ZSGbd{8nnfS-CSJ_3is z*T>g3<)K5t1g~`N2Oraon6m=^ZTc06S?`7p;Qk5Uod$wD0q5Rc`Q@uwUMl$k8VK@x zEF!r4WJpAlJBv!EXh)vBHF{+y=YE6-Du2oa^Q|iy-}Dled4QD%TU)LKiRZO=#6+&5 zn4lx+Zn1P!*9#+wlTZ5ALsafND>fgH3sx^0~hXY zOp04Z;w@9$&<8hg5|krA<$<{z25lf=za{h7MDMX*A|Cd-V0h6enIkNEpdp6-bgJ*EDhiT!?vO{%Qqy1#_33&(*E^Op2NpyW68uQGI@MMMtlUg z#Q~%~@!(}H@2QEsgeA_f{|R>-Pn%vmE31)b(UD>TiX9RUrs z#Zrs^>)pzT7M7*j^AB1h@6o|aZ8uHHL0+l+yYke%IELjJeH#RMb{9So%zDMFlj+qX zR|PP%FV=cQxp`(zCC{oJn0DQ70 zPuaadBp!7&8`%svy)iAF4L|d@@%$we$;h!j_B&CTaL;*SE9Cl@djEzT?S3H9eLC0g zd{@DP&nwvKZpN=P&_~_xOqH5;=BsM?53~1+HB!1JWF(#s_5_87+;g@c0Pqei1wR=N z(?hKah1G_dIsAX7yldxi=(KlnV3J(+sa3bTwwA?yc4LiV7PV3Qn`{Hc>Iu%=RsYNN zmr2+52ZcnTEGe53nEN7t=TT@^;2Hv1s0Qs2JK0i8Ma{Y4&eVbA-JK|E9PAax=({rJ zm$mh^nQcA1&wE*{W0A{}FjIpt5ozVY>|=Dc>(M!ez`C`u?3y^oVLbB&y@&58Vk(H8 zaLIU`W4bJ=dKad-V8EhVJ;U^PXR?7+RdV_8#(}^9HFJSE>=s@x*vA`ze%+KrJ$j=K?EuCt_dVjwg`^;P}hLD)=&0{h>HiIvl>%V9v?u!m}SIMz*_gq3I= z-;bmh+ODt(aMO*v4BSiir*QzeL(fV#PD_0cwI`8<_NHBev#J(Hu$rM&_ z(lL^VQ5NWi*|QP7xI2MqM_DTkK1wajYHgTO&=e#xsxAi6WV(tl_x(Cm5(kO%Uu2SStVr2rGr-Q z55#>_C^TH3dO*BTGcQL~8qgz@F@BU5hApL1&fr{vU z?>HHgP92)Q$JlpEn_ag4P4$)ews}QddjEHdkH>~+J+sK4=LSkyYNacfs4`eGY-xg_WSh*+^1e&ef@cr3X;pIzlnr!?6hy44~zZVX>wj17|5-u7!$uJ&6Ru+ zrTeCJL3R^CyJ^I17wH%9u1$;8b~s@;B*QMPV56d&el{gMLxf3qC+!_B0Bhs z1cC_(}ZELe!@wPupaB=^1j^CcbuJ+Mc|&4ivOH60kBHI0}DQcl|T3`()=|b9a3G!Mo)f z6BWL8#=ec{oalsUSPX}(YiHtHHa_mg);L{zmJ#1&9wr@yH|)HPsY{3A7#Sm{e0q>g zZHI{91RLtour*xJY`!z&ooEi%7Qx<($hmd3+uXC7k+lP=FZPtx4R5RPEjkVL9Ckdq z_G=tA;Hv`7#H#~;eQp#t-~Ch_uJ~ur{A*f9(XqZWk6R3dg{ZoEOrMk zrlq4Glg0Xb;}4pR2G?)i`ek6f=LF8<3ef`NYLwBmZD?na=zFVCHa<*9N=lgFL349V zb5#rUcfyYt-GPUjp(|9m6t}>$Eph1*wVg3%vmtVg(t~b^bdi%X$%FZbZO^yQ`Zvdx z^^cejC0qRhI75rIeYxp3WiPhWLRPZwA8_gW#*Ppll$M=JmD*gH%9)`nkg^~$4Ue|A zC*uPFg^v;}{TBIG$F>D?cs*P_5~S}3*-%XI$!{yUnQ_-Oj^j8c`fLTJ0zckU?jX-~ zE?c)2=$!D}K$N^QRu7uB4fOcFb>_d5AfgsnV0=O98Rbh^7p$_F$bLuT|2Z#NTh8xS;W+B;+sY7(h9e7mKdt~mZ+&vZd|%ml?}U5dP8m5!Ye+P z|FR>qNHI_5BYKaj4rk2yfwz-m#BbX*o&M?w_O6vPj|~`>N4B3fJo-kBZ@kO6T(vTN zpb~=#i&bL-WIW{2F8kA)l(}tF&9lureS{ZdTOV!vdZc6ey?&C?F$E%q90&+(4s zH#R1uja4?> z{2sqQ90CFo3K9ZC>6UH=@}Wc=CEcJfkZzEYP`aeM8$`OB(cRrKx@*km{{H@Y{@Jx% z*Dkhu?3|tRj@PL$ws$5zKdHL*JNFsBBcC&i; za#8(I!DD(6A>c}tI$KZHNr5Fqv9)I8yj%1A-um)DUqhE#M4Uux$>2}T%+Bj>EsQY5 z2t0pZLh1CY6A`!1e*&Mkw|t5G_BV`>FRsHe0^N%Kjj?+lICdLej>y+80xSoc&d)LT z2X=U({@s>yVjk&tkcf<5PW9hE=PX!CylktBRh``Bg4=~gl@|~M5Vs5UIHCn-E)NXZ zI@4(yswOp*O&ij3apI$Ca)dh^M9uT$%G^>uo%Y7%$gHPXeT?btX!FYJMV2`wc9^U^ z9v2`jz~!etAz8E1^TXES@fF{4jx+!_9b<%t&`#+qO3JFqs_;0k`E)rxSuQ?f!6n`C zxIw=^V5bJaLK&N0Of$gH_oXWMN$p;^F#EjFM$IAbN?~(=1d{B(Ohnb>F{6mthcQhZ++ffdo#sYFYKfzXT8kuW^5xetMZ zTQ$N9DA1H37eWK>69q)uxG#UWQ?Jh*@xkwEupHVWRWqRgOK?OT?dCDktI0 zrwD2?n*6Az)C+)HY>Jd&VM2QpT?5guC!)&s^Y$mn6eB|4Jx%$Z$Y+AgoYd~d`;jaJ z;!qt7>cDq|Ngj@}Cw5R=!vd`E(dAB{obB&=>L00WFE#pJ09{>=9dEt*0c&*~lTcc+ zyZvgkmYLN){r!EiUOI|UN>;a!0-}TYX3q)=m`Rb(pli^P>epGNkB(?DdO#)uru-z* z=Og9P>8a}R=fA09@20q-Sp2Gvq}2Gcn(*zzJS+D#>gj0BAM?a0cYAp|Pb8AorcRrB zWgW0@9NY61`fm~PXG|eA+SN%q;=EnbSPCW#+YK~nwGk3EqzPSTIY=3&hR-OdJCD{x$?p{!>T9F74K3S(;o|txiONabZ9E%#B8P1I-IEJM;m*gNR0Xf|q%*Hp6g0 zuSG@<>x;HDm@6a}{Gp@vZM-nG*UzF%{0!1XOIHuA+Hrp7Qkz^mN;paUGn9<{8pKik za`d^6>8*+G^H)b%_1;Q5g2J&)7YC25yFn;v+j4k`djVfxQ^-3b^&-qL?>JlKsj|yq z39H53^RjG;=ut^#a4Zbl(j#xU4n@C08*@ML46_JRV_opwenX{x`t6v_3pT$V2RpZY zu5uG4I=QLib+4v^cZoTXOcd-MkzF;PZG%0)VqpoI7<6Bi_rIR>9UR>ygQjPz8K%lF z;W19N0-70?Q6x;muVDq!89GS5eGD4CpoWyySNriRl(t0ijqyG0L!mTy4(eaL1kEo> zr_Pqx2d)>$eo>i=h6jToX|y8G>AK`TPSrGZI52q0?kyeR$acySSVD=kmMvfXz!QJJ z(P_6<(`|vrv-YDkad!gHbOQYf`m^O+F&z}0uDQJ9Bk~0-#-cu<)t&ZWWtwM@&@#Rj zF+DM}XCBvPI#iR$Luh}i;mUN%NXt*j@ z7zVzzKTQxL)?Qc*KB;c;UYOdufaU3%2wmZQy?Fn@<3!~~vjD2IU4dryid36o)EBT? z#_B%w>?4a5_xRCMSr^6aA4AB8vE=42r(`*JI017t%lb<*V)`1gtB#^ux8lOjTb-wG zNY`z^tWt7hN<3^ga*T+J%fG!fv}$yTWBSRj$Z|3{6ukRofh@HaOMyy_-}culk#COu z?)e8rwqT-**RTEqPsO$u*oklv?YZ0|wL^ja9`N*FRqReZ;U0_x)-ihLPLVwAJ3n{aQZ;);2V1NGx#ea-#68@k@IgP zp>e9GvNaM->nYT-=R!Hj&J6K%=V32|Fk?hM>q3c#3vUO!1Yr^2{JCz4S-Vxw5!=QP zPeQ{Fpvj49YbY${T=%tn78x(!-#gQ79@lH?deZNlB4WnSMbiHL*0)VCa-;{%pK->E z>u>>E_JDLMhX$tCvts{1_f=#O-(?s>?QN-BTMG7Hq}Fn(qzY|5wUe`3N^hW2#@6Qv zrsXDi|JRwE9GYgbzw&adx~bC9G(FZQ*CHM>ldyqv^m$pyJF z6w(rWvXrzpO*O}!BoSB>#+CRzwp^u9ACWo+uJTJ=^9&KWN!h!D8m%$(acMwyBUXA~`zoQ<#sA-sZuf1qQ*ht+fZ03}qim0z$R>asOi(5a*#Q zB=B|BiGn{0T9ku*28fl2a^}%m@BFYfZ|pJ(^ac2m#8;5;cEbiOynJ%6 z{3OB?&>4u_G*J7(S9$&7_P1*EJaQDvvi2j~lB1S9auu_DpyG~3VWu&B)f0MWy5-;M z-(0;;QWnBC3jvRPl}p3K>r7TkhzY!};6H`0(svL!;!E-Z5`Yz8e{cDPVtyk(%(N~qg#^S^@1Vj1 z=s9658jM07T=FYw{{uyR&p3tbs?o{YI9bP1q7ZQ>N?&LRlPv1Gx+r#!Cx77&y%WkT z`cVlG!E{-z!T=R_GI&JTHi*w?FC9;SM>cy zXq@!MU1rr;LJ%kCmk9E%k4;-f#XLDh&<`VLvJH8HVa?+9G+E|<8GX2$FBg)iN8I+6 zFy;=DuZFzYPp`tmyQAmzlD_ZNZrbAtK`VCk%3HtGpJ7!LSggD}MO9davd4_PkH-cY z%wEHCB?ls2tKnh-PQ$VTM=@|P4kKY5tH|cQb~-H?S-Q|{DPX5?T$Wh1}8bh5V7yz+3{4K`8c!!TPg`x$S}n?Bo?sq~sqWBcvfi}zL; z#4=?N#I7|_g08JBlemh;k4af~7;h}} z5G>yv`Xd{8wSe?j=_OtZ;o-%>%d+8q?M>bM7zHBysLW`6h(CiZ!Ki(vB|}bCB(IJh zPc%)Z!+>rkokWeIQa#PPvud5RV#uKvgKmFxBa9n4cm$X!ROcP*R?G&nW8XFLxyyG% zb7c@NCXfrpI{wh-0;}t-RYh>_p{V5rHb1`MH|*doeCb z8De46)q*_Tsl)QfPWWLQWBleJYY@&XSGpV1?1C>v{z3BPm^S2APM_8ZmR7#`S*5-2 zYBSk?J%EiV;4AJsnc*=y@h&w!`%R?}BO@F$9t<(`iX&g*e%y!8k*2ImS1<Nn%(|Q_((??I#Yaau zMN-jtT(%=xobKZTz0B8vO`=0AL(lY{J1%~4wvbCd${xrkmhOM!S9+xcO5x(!(N{g! zGG3}o0&_}n#E^wKXX2^=$>n0q34?WOvaW>af(7i6Lux;$f#pp|b-np`S&fp;&eIzI z_YrLWT?mMdEJg74^y-e zamhNp7uUERws98qB8?G@!(r}}5E4K4`S4zBhfQ3<2N&i;63!QH)A%*RO6=Qe+i${m z2=c z(d;$sei*{AvT-oPzHcY8!A)xu& zXogKojq!u?w4pjxQu=2EvRIDoOb2=kJ)X|?qy@h&#XrLB6SYj*gBoJ|U6d9F%7=p05D>46jz;UDCp)HAfwq0fL%(M8M` zRNGmPaeABJEQ#D_be4brZ=ztj0>z7~yFB=fOFmuEM7=jmnBljb_#QY>iF;mJAodKu zaPR3F$h#(Q4R0|2G$ACXS+I0$S&wlsDYXB^uX}EB`-7D-w~S5=O8({-+FEY@YCIC1 zQIms^>czAl=ymX&_>^qjI*0?G+Au@W>BvKufAc>cWhQS zje+B9-Fbfb!!1QC3LAUs=D-i9_3c75HLt<}%R+6sSsb2!n=j9C^lhDcp#x`?RnYuv zKjf6S;xbQ zdaVYN-gVHS1*7U*MtD3->Mq$}FXs1LlfAkdjbb420~_Q6B}VowAo4>ugkhee2qfUU ze(tCzALU3)oojd_Jij(Zn_j$O&B%j*8Ek4$JuYU)K8L)sq*EF4ug_B47QX^eIM z#Xu3XZ`wZ4dw-s>x~Df_oS^+X-PJpArY9dIfVJI4`m`}Dqk;sZ??8iwe$uIAaJ_6_ z)hqo~LVu)EB&XzvFcV|O#x5Dn%hR$=R`yAx08bzB`>nVwG-mQ*LOTrww|yR+PxCOE zKh$x3l?17nuVWcwah?1nuv3q9;Tc85NC?J}Buy9`fC{~Cnp1r_%5<@lU|YbKi1_Zs zf-iDOem_20agjSZ<9FDQ38p&hzszal7`?F=r9$N_gq`(mUgcw4<_O(f<*nNKE{&*5@5%o7u2+`XAME#4y;>$(m9K(_xt)S2ZTj<;&Wqmg(PMP63! z1R2&(d#YZAZ-lXowqo-=MB?s~iIgBU<5l$Z8Uu%l$??rA?`KB1Z*KGOv0=%H6sK-J zG9zEctDEm1W1wipY7Q~c>>f{BS1VKa^C986@&8^@oV4eOUH7o7kpq;GC%tvq`;Fbi zUB&Yq?k^l`2C`w#LQ!}MIP@*m=<&YK~u&+Hjs1IOvCshOd!d$e*|ks z-=T_NFvDA%|COp_sJP=CG;d6^sGnNEM`?Oww_KLTrm;+8(_hxI_LP{IflQZfGV%Tt zDinOikapniQJe+Re>d~{dn}@-hR0(9K)k@qCn$`{{CU;mz3797s*wlRB$n^% zdLJCb)K0RN>*i@*FANNjpycx21i?(8lmsx9JIaq3N0&KB3k*pFTV&CZ913SVdd~4c z3c9kpl89YT=T(mXuL-I}m zwTJP6pg`zGI2UoF6}_(z<{(Qr%V$1@Kla80U>c0p=NvyCdOIa8-e`o~Z}{P5eEQuW zv~_kMCmy-35aAJmDFit-r)g@-qX6Ixkd^++9x5MC+gfJkPvUR~Pe`B2ZN@NmM@zt4PYIA3(8KUNQMr>QnyQjP2AFo3@k4Kc$} zbdBC7kVnD*a%#WzV)V%-p?KVV)s*(gWIhh7&Cs9hddH{ zOf!Z0i%nri5EZo^kpZadOx}uSFd5Ait&!Ll*xTf_XdSX&#SX0gH1?m?-a@zHe@2zl7kJ$@DcIfyE%r+-9w(pZ3&O6?vkp8r81*!JZGvJjY)1bF7cBp@=1 zyFSBf$;{~a506g;nVP~|6L(_mAuh5KbD3Z!s1x(eP7tO;H|cdQ&7q1HHeV`X69uA( z57adq@%!h>@2lKlkgPoVjP7Bshm(MZi1_hn>V;!kJDMZ_e;3Yl5CW3q9e41qri#$U zp-IZUgAoLZtkg5#~pQp1eTL7b-^;H%u- z+n+R3&Hq4l-cCz}P`BNEd6Q#<0T~MD;l$N``xW0$nk<0r^fANq10gj_vxn;C3BXrb zmxHYEEj^6K9{#Vk?S(VWwN{2P zIaul=d=X0s^U-3LoGaO;cSP}}WZ?hUeJPSTbTbLg%(j*wsmK#bm7`%%`zw-(RUJ&O znFto<%%?r%)cfx&GM}Pku$RU&d?sS)md4)Q10lDGF#m-xPi2hz@!1+kAPGp7Qs{od z>nVttPTWeg+YODV-?}t>#L@UQS_tetiDMtb?fdrH?ul}HBkDS=n>rh9tKG_6koNmp z5@72U(m&TrP@QFJxMV|AzfG>^{fzYx7ViP7`VCd24JQyZ1CD=pAzFTCl6Zf9pq z_`S_&9B7NM0QK9Hgy5zRCabo4U2o1r@^Rq+Em1{K$ymgcOcx!^axq@;1jDjD?R$~k za>v?&pcliwJ(63M`yobFSp)uUbvN+bu>0w!Q-_%`TH7t5PV9vT%M_K>koOMn2zA`2 zO3hjX46XcZv9(D3V$bw;d^y&pocX*5B{5?{mUzu#%Il1Bpp*Sbru~KC2~`O zJxE7mjvfSt6(F-H7VfnL=il5E&(2oP>9WVB21UP7Zr)D&Q3weJpB0to{aB`tasR+B z7t>$O^nef|0bQJYQ0QeNfWF+1?Vivz$XmlF3DsIr&b{ncw*NHoUG7V9`N6BC*})6x zL~7-V!mnUHj8aQpEyYca=Q$c=Wh};NV~YcO-eF`J0~v(D>^7T?RxPP;S)6Ls~CCYg5saEL9J#^H;o?=6ms2A#>g@?AHyLYo3le#0RPY$%^4@ zYC%G0H`y9r`w_Tdh_J9-5{zp1+;W|RUSer4^KXq`%Np0}A$vbv2Y5TvYjSKWq_4Hh zxz?H|k2WyEX2*Uh-}^c^N>UEr1Y$?)k*pFQ9j(XgAlu7IK420gsE}FogI+1ktHOj1 z+3KpAYFd4jzOW7xGq~np=|$x5VZ2!o`2#6q!p;G!nni@kyrI7`v3SDnL8+?ewYxb< z@)A8`femr;zsltnIoBinrqU$F!tP}sq8E`Dk|D{=-fhZ610Zzjg}0IoyZCa>bIvj` zQ7k^J+$YH&2|s{@_HW>le2)9T1Lu73A85V0M&MfAVlDOe)@Z|fg$rR!GSJJUHACCr~pVk?8-Qv_GIY%F!PLV{p;VUuTz#5bCAt?NnQ5|#r!?uuf0p#6K3avI-pE&&9!=WsE|9-4Z+py{{UF98 z#a}9LoYyDD=|VhO1F~E`NFZ{{3UCqpF{g7E=n~%SdN9dUvHzbp!#_~)21PvbbK_qH zx*(y@L;9N@IeV1wq%A0+EuFfHJW#*^D1%0;GP#TZbXEPrtAcYsKKrPxH9MBE zF40?&u7KV>odo|pi*G5`-6P|9{#J{K6idx6AnXr0E{}q6SsD$n&1}(ihbUNBn<;-h zarz07IavAY{Cm1)v5#I!3}I^gCQ8cAMSPK^SMo4N_;qD^ONlg0uu(n#X>H6-r`$5Z zXp3!(Lq%*KWQ7D{z)CYgS-&q@e>s?;K24={{B5Ze4mdy+W)SDvag%_pS6!37ahG?# z=#>7gTR?bpgv7k;-GW{}L-oyqS7&FHg3~au1bk(excCRoCVqD+27P4JKE895(l7)@NUTqW9aJ+Ic7 zITd-!wv9I8G5qt;HsUKbs9ztC9Mj=H9IF|MLEtCov<*JgEokMB``X#xYWxhWSlGGm zmGjIGvSXJv>eQ(C&Spc+r6pesytXNwFjVd8mjmR2e;`A4Pt6@f9=u?%vPCGD&hLySMFi<` z|1H5|B@fQgG|I=l1RD69@I2L}AMI6Q*u_nL1@BIv+%CPYd={peV2SMO`QvTS%q6Y5 zfB!YN%)My&*Qb(qpMNZ;+}Qosu#g+JwH0H(Qv01he>F7aNKx}uzxV__8$QKbe*HQ6 z=>EI5PrutQbmx!q#};4`({!<_jDl@(o5>~>RL7ZdV;C|u$qpPBqon)~+j@Ar&wKd6C$J*8=1k1{iNmbQ9GNVKug-VjY zhI(Sv-?+NkiO7624yZP47PfBxqlZr@B}s)T$nEt?|+*}{} z{cq)QJuSWyII}#6gA#||xKNrt*iJpS$?nyc5lQ<9d*nN>J@B9nx(isbhX*cSQXbBx zf2m79f6S!gj+3_T$LkxhKhpmcOrq>ol%Vi;s%+hgjG-b1#wxdx=l$?<3^LM~=A%ei zo?II;;H!Y28X+O~eDb2?qKoRZ*`YxRsUAn=ceq>#9%4VK5puGYQ<8qx+SJkzOhbh} zw6*2$ACx49Z(yRohAI=PsO>L&^w5a>VoDYCU)`_wr3m(RkMt>wxHW~^Tj&S<2ks}{ zaS4Te`_7wilc;B8AKo)incX>>KA$^f)9LE)cwUyO3`nZED>_HZoO)>Yf{yhT)(L7^ zYKhfD`;|_PZFz#8#UP4yG*{wTEQi6OW@FW4L0C<;wB_Hv_F?9`tpRocL#@*4c1O!j)Iv$>26sF!q5=AEx$D zOnL7U4)E398ouY)RpS*hqgXQ+0x~v(SA|D;)6FGXv|1Gq%a?FbvDZ?Znp<1-AgY%u zjd)t@pMp2(1uam6Y&YH*5&TP)-wSJ`hE<&s+ zsfTvmJ84wCe`Ee~sH$&b;GDN{6V4FKL{3G+3?7k5+c?nq_!gGFInMyO?o;&%C zQHXiY_k38W*2e5EY-bO^OZ)KsxfG3H=&Pm5lb{Zf- zOlX#yf1vWVF-;vg;hv9pC1>32yRn~!|5G5bDQ*BVL{mnlsEx{IxeCrmjw@Cf&Q0_|ZJ2|>agPY;q8b;}MH@MJ9KjLFjR*S!Ge=D}td1Rn)y>psce zN91WM7TT7YH2Ni2`MOKAeaJ;HCL0N-P!XPc!JF51fsl5_hxW$l;|v`y!B2{|Jfwu| z2~UHhUv*|j)OTz}FNWlcDLQ(`+ri)IK9;W=$hzka*|Q3%wRe~(w1Xmh6RFjm3d$Vn zXx_AhI{&Kme=s~EUi8(vGvbL~jmQNNQlKoRzDv31OSw}oSMx5*kfpqoiBrIOk80nw zWfJP&C1eR-K_-W<{+^$+=RGVPfRvC5M^I~?KN!coJ{OoCYIVjf|56h^+oS z5qt+2$uahS@U(+i&nEx%+nUhj_dETsof1( zFD|nt_^@-55J!=3{y}<$zY}TtazPK&EeOv~bkdhg;!mkuW8h!W_ei+RiVn^W*g-n> zPbx+~RYtp}DrzIvg=jdy2S71ljBZ}tjh6xzr6%|bNW3LW>VJK#w(vkPjBr@z;KO5cWjap%k_ z(evq4*|3mU9n$F09PlkPsqB0IQ`JsWTyCXTRP%FYJA2J`NS_3!)7-Yv1n;re?dZ@a zmL-Bl|52R+>YF4l@nUJtz0Znb{+5+=^x#$Uora2FjhpjZ?`sRrZUH;ps=sn+6K%## z53ThbH~H8)7hM#0+u`=e_WyMlDmW$|ore^fj*pF?WyZ)EjaiW4@`6%fDL459reqg8 zVrRi4^(;futu*o(;_G)&FUE>*zS^Ur{MB7KM-F3LE~4bcOngO!PL96U^$g+D zy-o}8#}yyuVH;#CT=CQ$gufZp+SUL^?20*^L?XYVSC!aIbDB>}@k)`3>}PK=@yNp$ zg#HN8VyZ-8*;#$K?wo*;rU*X27JU?}8M1IGN!*sEjGoLPMcBy$MPBRp5@QeTZ#HWg zMuUe@)b$6c=96Wg{kui@m(Dt@iWc=?jNj`wta~Z}L#|v}%X9VU_SN|S9(itMV{MgF zB1!ZBR(AkKon=w`jYOQy9FpeMdq$jmtbQ=+(nljj1EX+{^LEhSv_>@NsiSTd})7 zXRXxDpjBwlwIIir0!;OXHI1W|_&n<`WtJW`MR;s_icXa{g0gc|CAAJXKxcZzSMV4m zSD>@plH2QAABJU*`Qif!adZq>i+0=0VfEu%r4Q$(q%pD#O9wwl!XiXsd~mleON6hi zTBKDcuY4*W%ib8j=qxq0Ws$$Y1CNShF;B&dyRIK5*P!HQON@ETS4a)5p0|5OM|l8+ zVPpmWFOKhV76tL}$)N~xweNv)8gzfdA{0(k;UaOhCGhJ|S@x`CLDhFE)4#sZJ#0o)~@rC(DUZ! zkNj0;-q;$XU}E_8jm}7S62t2)vTKGI?fPANQX&cn}*`UW^D>^|XyUOBG6S+f&LX@Ja`MM-{zM zwvVVM%~?GG`ZMfS5vMGZI=cP57Pcc<4xhU?uW78Dj;(Shjf0rY9>fQivf}z(ql7g^ z*`g=0>vTZX=All(JNdT>-+k+t-+h8*7N1*cL?iH5ZEDWV|AEwpK0(BvqzBB3ZrWD& zxKa-ni?*PY3Kajm@cuf$jks~x+_Pewl=kemt){S6I}~yF7(cS~PL-`x)R|!v3s$)mNWNe0_&G4d(+2>=atox6+4?iH`O;8bRe^2 za%L?ZRBy&}I4Y0Oc$5{l3WD!n%2prT{r(K=e~@kr_)OA0o-7K217H-r^$Gd9EpkoTT-b;RxyiwG*q zqrjEFw*5l;b85tu?uD-v$;%mjxexV|`@20&ix3F9KFE;Lnl)f-sm8Ez`oR#RwGkX| zbk^S-oi<0_D@Dj=+NvK;a)N=~GP48m#<>PBnb+2JLv^~oCq5kV*Bvn%v3q6r67J=M>&U89Q+lKS?5-JGenSTAq zYiNbXSSDs33E&P+OsGiWWq9y@9Hz*`o=|gDY4iolkSISfr@qUiI!lL3flmm;E&8BN z_6L%nn^Filpp680Z<_y~MnYQe;aqNu_@>zv6L}&6I0{MXXu9lMOZ!~C$m7AuQ_|U> zCEhmM2mWppuMe+M(?5_GY|rWs;=9>I!D*c42E7=5{E|4f&ihS@4)A1)%!mU?iN^$L z9;_R)hWVFOdbM19DP4w}dObXy@D0`CwcxI~?-+nLNGLI=`c7a~NMl;2naz?^4WM zqUMvYP?^obI7-Hmv5Ni2oMiUADsVIweLQ9b{Uy@AM`N7cilWRJ@@8!!`b(|SI0~7; zILj81D!6-~f7Aci?Q;{Ks6xI~z=rm?DzFn0Hmz@-&6_PN`|9~QiI@aLqdupS0^job z2ST|dXzG@^93NZru*Frq8hn;wq$Xj8kMyfVu|=AA&N|X^%mz|Fg&DuN%dm&dg!*+$ z{4|;DApCi`82Wa+TJvvBl`OstIVnTsg$EtVx6>CxH1KJzw-hZ+@FWxcOZ`N8bIh=-M|dKN z1tYL@UeD5BK0xa2;_Kh(+h)dbGMK({Qv|Fhze;T?s!KvW-_56%+6>sefAzGDA5){H z^s8Ep1NIr^L?lkuOJC9ZX;74GWiczW`e$4cJ1kZQslvo-lFU@~YPzH|##nQ5LFoL= z&G4HpIs8MY(k6KSb2G>KYau>7p&C386W+y_Md5=3eJcmy%s%_TqCZrx^49w|TATll z9R;>#cwuS`vqTkzy^70?rB=B6MRjG{S$?o!ki(e=wm2eEv#GT?uOy^oFCLB%Cht4y zKhcNpmc1<}0Mg3V$$N%+2p-n`vut-Jck{34H~wQz`3JSq>f;scq}?z_;&81nzvMA- zOWu%7?waSUTS(&7xfODAqC3u*q9po`KKhp(qjr|160c>)o$(kO5|@xXdnE6DRgpJKP{%}s7D7H0bEkPWlg&rS7HV%2V&3Uk(yoA`F1ep*wB-+L&i zEp^ZDNb#XT^C9Aa_TpL`Z1OE%J6_aX*?<*p<~zF6nlNRCzY30zsfmkUb}Ivnw(y;M z?Ob-LoC=oRtdtr&!}mpc92E8bi*3x!y<(8+g?TLWFfxN#ZzTUTC-$8+^3nzesPbS- zjcbAX5LDMs%3E@|Os^Tkm5Rc8O%YG+!#;;FgC#a)|1?IB)c;_Vm!<35b^`}t61Ri> z7YhDVR!trSyt0gDRHQB$eBl_2^cv+ir^sywGLsSMH3n?V#_1boYCABdls8Pm-!L-z z<+jzvfho#6V^eZy{xVd7AG5`+O2jC~4D}P!jKFs-I>RFw**kI6QC}M*1I8`)J-Rn9 zu&jkwW9Te?s;c{9VVy0j68J^3RQQT&>P(92SuKgWsv=P)evAWbHrXvN6SIe$q#8Io zDnti3H4}gf^2p~Tn5R&-&fxRT-G@Y#d#C^Y?bB|7A@aY|rBq}shCv*ha9&vp3`bcw zb0)S*GIJ(YtU|Jy!v9%Y81p%N1H6)W$rw8+$ykn(7-F;hoBu#}WQ32-I{VKZy`j*v zPmp_LP3mC5*=rwsx4&(`)%ldUXj`tM$@^PHFK@!zctZ~HXn}P_je6^gV$^>6;FiXGDMeb?07Az_WXgJUNc1yXNo-nnC@7)IHr8T~wH6)_;{fNC@r`wU zeWo%l?QaC7Dzl5u`d zIQH3H%r?6MRmZefeMjy{E&irl6aBL6HQEFEcnWVjP1~2K@>vC=;OFmlGd5ImXo6C_Wyx8%mp{#G2dl=LKtGv zj2UzUrp+C>6%tTlY}9SW!!4`eZJ5uGZo*Q4jwnoi7b%m!(>#xU`_cO-RT|kn<#YO{ zyh&FoqeN}Xc*w(dm~=bl`}-+5Mcwb-&`st3GqTUd=cRbSmX|R?mI_fiL3#EMbPIEK zg?eF+L+>wV&su?SjyN6giOJ9m|KvWn+eu3mmhR$GS<+0MbE`d3KYtTqk=+*TGu?nk z-41|*E+wYg785FVtCl|G__MR}vST-S{Jkvb>lyOkptvb#MHs}x81Wj$wJ)wcqa+j} zZ(vzvEH>sV(!v^4L>~UC8{-N&IijA?^4id5sK|EMdHUaEc=V_?Wv01Gi%)A?+UwZ| z;9QYJV0~^o5((%)t*dDuXDo}Knk18sIOsQeBRk>>sD0?myD@CV>pq_rxy3i=D@Py? zZRrcUDFo+;1kl|Mze6fVZtw@*PEdjtMM}l1K8jSEW+(UbEgOZ)U9>&Er z#yW#6sWm?Je-z1G_AOoR4WGgp6AAA)W(m4?L^-Q5Mpb5V>IkZ3Z1VeU3g^ZCXQY?0 z!eJR>uVui+^Z@v-t2)7l`p{qFr@Oy&r6bm7h?%39jdUSSJ2lXCvrNc2A!59TL?h8B zpty~w>x_XHpt}H4R_i`={VUTWcoqGS9kSAEQkSly1QDk$z`~xx0rzDa6a?Y7ZEyKM^seXtCM<`%+KIA^z?H4}h!zC3AMWELyaI zX}ebCZcNPG4Z8iqTOIgQDrb1g)EwEUV!^YS0`QT-f-yuMc!3vuZksy9hcCLJYft<(^&KH+mu)xg*&*y004uH>NLxXFqHjqt&TMLZ zcHS^;K|4d3{}5-89GIgGw@^QC)d+*HBJa>C7ug~6JsiFfN}lSmCk8`4YoCc{_^Esl zTdOzIB&ttdP4mY(|^UPoiS<;x{D_1IUk- zAxQ?Uh6p~W$cTa{c$N56)aai$WnRdT8j()!H!iG**;_i0mlIisJTzt;_lZXOjD)bU z&~hrhE^RZ9dH1EB!pg2|pnmkMw=2if{Iq1jptv?3tu#2upK4YVhdALln}3Ktks$?H zQxQ?fe=&~g$|3>FkcLesWxonxE@XCrKPOQJTL5oSaLfR>j;6c3C1^8n33ToouoiZs zhd-ngt<{EC3Ca~H9N^M56Z9tO4!nRco7ZR8Gl8%)Tarf%=tKxJD>uyH<;F6(&miz? z)=HT}!#y#&3{Tmo$PO8*_!`s}#(}+5*I;`~z#36e0URfp;#Rg3c8sqh<#!8czKU~= j_8)X0|K<^9b-E*>5(J|P()Aprp)6$vR3*<&hN+Q(EhH1v!d%=8TG5E>d5J{I;ToZLLz zbjE6Co%vF1O{VagK==Mu^(o?efS^1CdZ**6;i~d zG_b>CgHZ{GBa86al^S}e4Zr_`irD)^5D?Nlrlq6jc*4oW%_I6uOk6@zN?Ao!Om;ZfR}%(%aWRFgP@f9+{e+`SJ7D?C-hNHO%_P=GLF>ox`K!lhd>Fi_5G3!36@q z{~OlB_x}d=|G-85fC~#78;p(jKe#|x{tq88IW`Wf5H5wH0iGR4K9!W@W%aW^EvSw2c)eyqvUbWqnA6rU13Kq1K+p@F{C+Zxa?RuTlf z_M>FN_qh$eebJ4l&b)=~8d+UBAx9*^5_W^!09%t3PoZrP1? z{>`s)1GJ}L`_4HfKorE^D-+*u3&`z4=-*FpQ+(id@~jT50F$w)`k1tyqE9{$#mR)e zGG z3}PRwU#K*bK`5Q#Efu;mI44)mw=*lBRNSDUNHmj%mDfvB(Opx%aAu;?f12A0)a9wK zLt4>)WVv@%i$=NU)afw%+A>cbt9aKU`$&EW5%Yhcnu9aOaGnkT!aqfxwW|seV)n^r zn6>zowOQuM9CfP~B2-n{v$V9?34G@g5#YCP>XY9mAioxQ&oY1M%0WJ#!`U906e@*b38?p^7hLJ5C2h z44)gMeHd?;#VTb|{OgAA&l|EX-HOTG`d9eKnV*Ej(MJ;0Rw=fIOJ2mME-A}BHAEYg zDP)27oX8%zc{?ID1vNn%N?|?$B6sFrMhYa@J*D6BaGGH8XD!a8(^mbs88vgl&RtJ9 zs`#0MN@LBkfrISdUVp=8<>+n2)rgaErrk_e$U$9_N47P6BScXRND7ku5muLk%=D{^ zQmA#cr_vIt`RjxC_NF*s;b;cS8G5Hd`u*2rC4b*Y%BoW-QXz+=+Nt@YfWw6I^19px zjbW3G1v6hFZ@gMS=$}?&6F2e9$)Fz9%6n0Pvd;sXjzW;NEZOcS;;JS|U>N(wSJz*L z^%f*205xw*;vk&OF-2lspG5rTBdPK|uv313%obI*E(9nU?>>oV9o=ft#^UzD-@wYzF3Yxy&0=O%e-*2k9|@;^S_3E^BTo1NQ3w^E(9EG1ZtWhXN&kI5 z$bwBT!5Q$T$f^r8?9xKLj0Nii#zcpDqf_EWNsvRbHZ3ixKqM2Zz@I$SKC-t z9u|j_cf)WsdA&FO-hdgt?&W((11%^(^rOmj4^$U#^cXHEO!}nUMXQgEsHAR!QUdR= z5TA1>gFs~?9O6HOo8pc=lDfrayYlAz8Gozk8v*lZPU3_;$x6)9l!mo`vbmTP`4s%g z66CSQ(O(7oK=8JKsGC15CX!viCiO7c>qQ%AumQocX4H%h!kQmn*WT8Y)Up*0Q8&^xNL zq=2J_WTOCClD8r%ZR&|orK!iZ3#Z$W+M@4?+iXpo!Jbo+cKOBc;k{*4(Ed0QQr)GQ z3$}SmbiLRwI%4!tRTXlLvdV#NP#ybLWSp%@eoX5UF>i_JeIIV}L&XCHL-%6JrKda6 zOzpL*KjKe@Akr?f05F&mPD{-9whEBxXnv)Ip%;g6V5WZ`ruB{hHWFyu!Y zRFL~EhJtI|SF@gge3UZnQjdZuhhbJV*pUkYFjKFR)Fy>Lcn3VsJ*7szUU-g$x8m4?(^YPUh zye$%X;u4HA=Y@om&R{NgGAiQPm-#ar(=0BH0Ql8fe<;ewypMgb=8;Uepfn-u7)%>} znHjYZp*EK7O3-SA`WHt_-bD_(f!*{|)X;+a`L*D5UsPXzm)M6D3iV{3o>BgV|P~ zveb?iq|g^u^TwM>cGV{+O+-21M;`d0*P7Q~6E-$>Zqizvojg;ryF+q6P5CP>U#`G&7}N(v8siP#%wbCBTj?XY_9@9h;yD+84tQ$0~@JFCO`w94*^pI zoSRsRd{J+@Ov;0wa^1G`V%yZfSV`_480%8J2Y!_$kG~6?oa}pgEmwe1pc~SQlKXR$ zs3BTAiaMBo;}Vi$t(bQi(o#5dGOq1&NmBo>Ypbe|sC??DP%9+4C%|(Pb<#th__r@N zWPItPQ{;X^M6mPn*T+TKcFpX=8o--U9LjQTov|^pypEO)z4z)A!c{0Vuuru3LF-Rl z4s+({CxAh{#YpokOT6BRH;u*CcP|?lr-!*>U4F!;9mGuK+-466G-?n?*yPmyS6t)r zF##XE#qvh3OUtn=UsZ##7Y=YwK3JDmL*<YAnA>zTUR*Zj?d|Gm81jLhwE>I-fL+H6zC zGnSzxstb&;E{$-M9UaT-h2U4obPcWprCcwc=i_Q(XR9}=*wU3ruGmdtUc^HmgAj^6 zauvGM?kjpT?&XTT&jzGQa-tL7WVxZs&=Z~V#4 zVRRREove@o)j*t_ec+V9k5S^GT4JYq7+)#!b{|zH(oA9nA7_OcleK@rT7HWjJ}D&h zu{h9I9jo{(qI1m`9uZgi^7puPW+uiU$^H6jnk3}Mp9KfHgIxvc@!VB9oUt;g6{for z=bMGWU#8#2`z!dPk7*qdM%tIqDpcya&<`9t>?oS>n$}w`C6- z!dLpXRIf}lirIe&#rZ~|YcKS5_oUc#sngx;J%CbT>+s68a^5Nav_&f1-~aaP`olaz zUh1_io+^Vs+s#tsjSHAr{Qb|>q3;S*_+FqT&dEa`UIUYt%DLj_q0MOJ&a>HqVE>}+ zTQ0C1?NcUoc^AWbpx^I1)U0+&U#{u}NT#dnTitP!u+^0ztvJX6f@SI#+! zS*yLZ6if8d|IH1Lv;3cBsjZE2T>ZyYZ1vu>q-lHOlH-?)UuQ6p@79``WGthx9}`Ni zZ|2+g;kq*Tf%-@Y3QdJSTmLIdJC}dzhJ;iL#bR!vmY{z ziHYO+c{nPME)ypDuy4Q5!MUrx^358{wZ2UA?4V~v?f)N0q_nTjiiLvH3FU*|U*x-s#R@KN!{ zZGC(JOoPcUUy1-lfh%u5_}p|irXE8a<7JBBA*%(nV2}SL*G?{u-t}hQ*0KgjMHzAT z=|8vqZY%Pc!*LBcqoX&n55k+ee*EQmQ9`^s{_LYy){!9#p5nM(44nW*uHuuVqX7*j z`sLDzFUWlHWqyRvg;D5_Ao-uzVZF7CgZ!&P`lXH$8?D8w_Rz0ityUejT12aSL)!GK zBKJ(~5@`5frYmr%ROHozsl(Ppb|rg_`gDwGlp!JQ0oW(dUaxFvZ03T3Ow5I2y8Jrh- z%I<8NcT4v$Wm20A4~-CT&KPcj-dBbNhV+Men$!4i@6Ql4PvJ?+F>Yu6S5U#NayhTeSQ^_Ew004c{I9A=}ei zuxEh$DY_byxHZ>S00}+leQ^)mMt%%Cu{1IS8+CuA?CGSx2kK2)wl?@*e^YaEued$7 zs)JwtON#FL``F_iC{F)!9r&3X8Z38y_@*2R)!iXXgGS%-%=iEX;Lo&<5pQ`IcX`!z zMz;h4_Tp2viDCt*XnWYHImmjBM>*3&8Wp=`-OP?}O1c6G)!eu~&jzZf?<9gr@{IM_+7!I^Qt zeHSOr*OdZmiq^+vL8I#R7EhR($D<_?e};{>Tgt@NN%`|~V|H5CZ@ECoh>s5HM#oGY zkSjx)+>8Zvba;wH70Pd)#9)>@SzQmNU-(2)xIpR%HvlsS=fkB?dZ`P2)ORj3Q*Ef> zcubaXoD3URDV8XrIDiV$nn1Q%D=t^|&7yt;;%L$h)dGsr$p(9krXsm-L@&+WHpw`+ zCmtWp1RLA`ffB)q--Z4~G+&H9a`Iz69>%t<1td}Qv#rujgDNqXCa?3#6u0s^ZCFmw zRR*j1!nym*f{$jh-KcH52W|Yp4a_k?fSc9+aF$OBmbe2zxs*%ylLhjjTr5Iei5tn& ztZMz9Jr`8)+HL<8ooy*hs$*;31zGkcHW3tY|RYZg@xiquWM8VgF&PnyqkWDN`59*g@b| z-$N8dEt*nAHcaLS5o8RFhO_B3)bO*jn61==PPQlpB*=05(Rp71SuT(xb~k4nSY^nQ%iAfD?N}%mpz{XpjlT$gxg@R_1M>G^ zM1;MFLEi%=Jd%Wq=DB;4Cxv);npQo+cc*44mJb{9k_bJ@p((Ehc1h-%uOTihJ7$}% z7@5ksxXvuCP?{>+(m z@=@wg%XJ4zr<|yyDL6+$Vy}5UUA^D_S$PjPLh-8>Pvr1~zn z1o@A)Ug7sps6-*IB5O3)_h?1waQ3Qwp7EyA58i**wR5B71z_{fY(`$SlHH8tv>;Ys zyM}YP^K7NT8){qrFoci-0gu2vAehexW?X6(8m<)s-3^uMb z3>@vXx+#hslt)*!61@Iv6ttfq18$+cno8oqNue_bs5~yK36OLh!$ZQ}Qt+U4;}*dh z?+;a)`pFD3D7N?T&;2pU1jbP-%=%%yWl`ubJ}%JZ!dnrOi9Z|OeK8Ua$i&&nXELb- zXeGFeir`*2qDxBv>@o7*e`!IqOoLs1q~vI1ZrCiDih2=|cJj*7Hnv|A0tY93&8AB@ zV57Dg%4=m7b|@!RehA?$*u|e~@>5FC9!#g|E|g!nEFyboA%~hIN8%1X!vqU~Jyjir zFZnrQ9)+Z0bR0y)271%#+yPjv1R~i3X$Gr)O2b z8dvNnukHHTK36Nb6%SS74|9QUnUl(hlWl7x$a?g;(1+C5u#Z9$ChE%8Y|9HQB+FKJ zKKBxa#-V(w84%6;*j10<)n%64U*pyjf@Tal#7Uq&_E!7)!N$poNbf0#hD8SAa?fDU zM76>09ZQ75gnF$YWaZHm=h7bqmbKz9@_Y`EqwdIqgisV8f7IKo*~1p-dV!W}f@Di- z0bk{6Mv-il6@mU=^Rtc5oH^~X!4BDufvz&Q6$0}L;Qg75U50LYvUyaD;;)9ve4Wou zjwD#eLkzestt41n&+FlXVsjP^$nZa|Wzh#s?mqy=9xMeK(-jmVEct}c& zbI;?y;xo_dAo7!##He<=7@P@Fg^AEeLLHK7IZ9!H-<~Kl1?+$ZeNU^jQaJL3BH0q* z;GwQEn&(td&PS5ZPp(^wSIiLNSz_G!Ch_ddzb*|0<=x_}BX~$Yd<$Rr@!sGJs`%uL z;Yer(HhEn7+LiNZ$E6|VuS+A)W3h9-0UwCBZ|>{OWQ{3Z>R##QOeoPIa`L2T&NVqo zNJ^MA3vY3&j2KI)N>~KT8yEBK9>{kAIl-H>d{(lw@+G>TL9xWWhe=5Mac$bCa)PYc zbSnO9*iJg|uSn%6mb}!(SLiI6f>W4_;3Gk%OB!;s2L?kd#}yes%aV!RH$>)Hk!HZg zu|K?{f$3{iDyyT4p+)@D&zhou+HR)>hmv{TSnKvUi)mV3!YEB(&mTQeZSHI3(n6u3 zP;L*4B~_C|!MaiB%Dn+VqL4+)k-Kf!^mMJbKPuEmS%}jw=y0l{?eZP0@Xz|;T)MxA z^`MDj9KLO5E94uFl}LvR^{|z#m$5yS z7fvE{pueEGIRMR#@*gyQGXUr=SuQAVFg6r_B;D0ACT_obU93t|3_bese#_foxEsTq zCtDE2lC6(@-2cJKYGbQF(fn6EDvW{ARB1n~HYOq}O3?L!!+hkXcvvv66X1uil4?ZOm0t5(e%B8HZXv@)Bml?bTqf#A`b*cf9?$W)CO;yE9kD;)WB- z{TDqtt=I^cR?2an)}x37IrEf2`4{mk?TYkOboYSc`JQe-Bn`8eF^(;%S5S(#2oZTf zay?E1+H*PTF~}jgSnl-F81gyjEl;zgf_a28B_iO)&9Wr2Vb<2CL~=1cEcb&4gS)(d zCH5Q9eJuB5>e6EdR|Z8!`0mwo*bkMzTTi)q!xxN?T3yn3(q1u~ZNYgylYOCCGNOez zI#0pL)sw&PB{l}ioJ^KUQkBN8$)elw*bj^#A?3tVLPim=;Q{j`^8Q!+N&5+h&+#j~ zr%DmE?2*lTV63zWnPL#_grF4WXSP=IBpJ@^&2PMT4U9f|Go+!~`LGa|&qIpr_wagw zja$A#CYvDccpG#}axWgHI$PpP+2=7Ktan^}h%54u{cUYHJgC6x8+MbLDKk=mNE`Hr zyOwF@vU9r|d^qqzr^(9%o9m^`%w{Adnvk;F3C)!E2ShTvGDiYcr9H@w7bUL>BssG~ zy@b>M$8E%!bIeW0*mP2wWrcs_GoHjBggh<94u6uOvUDxyF*<#-LYN|hb-8<<)rC^0 z0`s?TsL1tQeoIx{bY~WNb(!;Vbv{39To5|uY-`G4bU?oQTr#b}0A;9w_Z84kt}aY8 ztGIr73jJHqzR!@$d&@O0Cp@W&bX@k8Zt`KQ;D8*tKpiGO63Vxb3Rq6EuIGWR_YRpVAkRnL-cp#Qbkms+Bix< zf*rCJd-FM2yJZ7RkiVG+uf^8kWMS-Ej?ZC}E8)+7cTz!fx2DJ3MY@9WIh^4@Bv3@r3GMw{B0%zfh(e7G(GZ zJ;6^;()$^y+2PGn6lY{ zwp=v|9<{+x#Qs&te7MI3e9^RPXqklSbXV&LkH-~?1n{4SPh#aBjhHWchUDm005HxkrJzL;=Ig?sEbaeAo?o>=- zPUX4hJ<#cv9K%bz@K2UlBZX{s61}IBE*E)mHclA4loxmKGCIAL(>T27sVLkijU7mt}{D?D`y zge0zvX8HbW%V2L2UCyjqSUK5DCKnQG`3*-a>D9jF zm@XYy-hd5kQ3VP+M|YQ!=Pe5@DiE}(?gSh)3kYQ8Xzrg9mN z7EyAI&@^)*QT#FEr7Dl`g10K4c>;HAI*a4}d6h%VxSG#SKM`4PGHFtXcgsW#snrRK zk$`e@9G_)lpR7puwn2@LyL*!$SP~rHApJOAI0c(A_RsPQ;3G0-kVefY#iIS0oCO#^ zTPNzG0(hKx>Eugot!Y}HkgL~mWNj^0_Sn|CwJNL_yy+s(|dk8D$L zW;Ctrr!H4f<3}cd2j3D~MVlr_BIMV4^pq9IEFW8@B@Wu_g7`k*$@xML}C z0ieO2WRZdADn5-_46eL+OQrf?PMp#tTSF>OFmsuzmymU7G=~j}DIdiZXhpLGFC1q7 zS>yyBS^5at>H7-sC4{OGzE4N5tQ!W_am=Pa$C5Au(^VC0#EfCPPe|^#60)x}KHKB@>cW|P(@Pic1tq(Vl3T))n?C;icS}p6s?OFN$E))Rx{*w?^RPZ&!fA`>#SO2G zB*Aom-#tM1rfuGPh?g}PD`r3Z!dN-PJIf5VAV!YBb>(2*Mv}F~=0*gOz6^T-v{c2! z{X+MWNe(d_YxCZgPier`t%MKrSI(JEv6mcr%l_S2u54Yng3}G1m^F$4#H!{&ju z$7%>q)g1~*g(XUHicg{1q{y*J~&#IuiOXdpIGK!2cK3v$DVH02UD2wC-uS^ zC1B)4BPKS4i~oX+=9oovts1L(z;cDt`}vX;8oem;#EJee9(N4~5lga-(gm~W3M!Dr zyG<6?Id&r5_g5zxaH>VB~=UjhDgL(3nkH9q-A3 z0Z(DH0Sg%FVG~+#8 z257EW1;+D`Ed9sHZ)NYAuit6=x%Rwa^#&xLMjF`gf~fo11wARaWs{V+u(Ufp?ca&i zSZYI3FZ4@%<8ssI#FF!Z3|`x3DY9m;j@$#E5JQL6|I~)R!!J1C-U}YjSS$k0HHq8_ z0LBX$qLXLT?SY*nOg{DzrshFKB*pK zRhu5XEu1M5+jG@(?Q|U(Vcf`nB+D<=pFv)_e(XZSj#YJUmggVlIIn=Ycq9KE4sb@p&(o7~a-k+ZHS) z>p>rsD@-aKoc!26oxM$#l&V38ZQwDFMOuWFgIw;lp*Bmp#wO*SZCMf{zAWjMk;Wej z2bcO35R2FTO4w;7h+bK?DwQrvV>uPxCsz<9DEw^x9S(aB9(&7a#S3S5uV!0>GEuVc zTydIKmB2rG>k7OX#0iMck~8k`9F>&*^;Z2Js7^}#`{2&zbXv&SY}^AsOR+DL#BNhy zE&rGzXRfA8P4b6?yrGgz5d+a;=p?JQqP|1_ z3riPPgUvWZX2)Ws>-Vv>*@>;qUb=#8N3dbNyN#Oce$ZUU6RICsj7|tOUfMW?;q~mG zzRfm^oc};?t-h7mIxctJQ9;aSt#JZj0paLLi~`Brv}JcrswxhE93~egQ*D@-Hmb$X}GY&n9MqvjIK9=Gf{e zqY><9JR~_3@_&mdZ9XQ~z_}{vK zGK>O|y?+Q$Y8&o8_?V-LvC1xIC+m^A4B4LDNP{dtsn`ou0rl%ri1T5^Wj&e__j+un zb?*-sh%?3Fd9X59@=--So=ni23WeQIRv*B$%T0`$oOD-*Ci}D$I|Kfp4W_QRsw0jT z3YAe*qA}t+976>%-!m+>wc5A8IRb5)vc^dGv-qhRpnIqp+S0@xZ@E)+hf#}S`7_?V zDDg1L*Ia{hq!l7dk`RTdyE+U+ZK@LCw7IVr5#{0Rq1%g*5@YT~q5sa$$B8Vs|9qUB|n0ToDvlcgEkA_m~eI9Zpx6r9iTHX$+X|CJNtdyD62Z`S8xhfEGf~<2?7A|w#i6(b)9oFk=#OYi*tF`1nNh` zS+Mz9qK8gyrU}hUw#9-dJh=x>4Y7XZw!TVsO6Gnv&6zLH6TO%wb1Vo&kv}9Er$=zI znC%-RMwudVCiCl>QNx7zyW#N)WNHmMZKZEOVp~N|%7mkYM=&G{I43W;>+5p&tu{@D z@!z`SDKtOghTh(g&?cwk|b~EHZ5;&ym zIxSxSvH1Np6UEqjl?}Y-3cSX+q#ii`ySo0S>9`=(s*Z0eNz3U z5kC7=xfqudW)vW{q4FWZyQFP*=(Mu;?r(?TO=RkhJWu+=*87@FY8~joGvs-e=n$cX zD#&$oD7u=)()ok!(e6$<1Ua0F?YJzp7c9axiBa6UGyu9UPe-NBcyHZk)!J?Sn71A%y-o;4%BFu9_*_lYPVp`%ot5zaap#jH-`vU{Z*?+ zb&1;w<{699<3K-GaqivOSCK7fljN#C$0RSUaM4!PNyb{Y;W zA9W=rC9bB)&)^~%_5fk&W^Nt3munmJ;r&wq+$Q;A_&$PCuZx{tTPLgvja=nU?~O>c zO$_2mdU8jNwHdK(sNqUNzX{1i7~y0(SGXItfqqAl1%)i)f54|vB5LncY~h<7S8g6l z;n}ipm@F#9(Wz13Ys8bZuSl5gG`D|4!4r8Sv6)7R(~2b^)FXSlLoH03nFe;b%*_uY zv^7`4>YOr0rXC%sPvu&dIR>O|0L0@r)nLjFAT_biPdiL1g^oRmAjL1~iv+q5S47ay zfr3)!p4S) zCDNZ6zNudyr*=OnA?WjjAQdRd;8+#sd7%yiG8LmOK3o%)j60&wqn27H@kPcp+c0UB z(s7V$eK1|W_7S%$DVVWpk|EGCNBY-CZt?&Ld*f5Pxm*iVF{rq%aL@xqmQRsEJcH@o z$p`SJUX~JE5_nw>qOao-&o6P7tSoh=pdA&&Y*JB4;3UwP5XH1@Chz%QYHZ)g7^-FU z#?cDyh7aIS;evFR{yz9;Zq-vlA;}NrI5&;i>UvGNuyt+~H@03Zy^VOJ!*7DOe;&_Q z6(%3e@}%=dPQKKU{GCDE+8k2>A&l#`ZF7&D$)90HDH55JT8tlm zIhUA)F4Yw^9BsRChyQY4gImVLD%^Zlu&AZNs99Lw?%qg`KhtnkoPS7%M%CW~yesEa zm1RdkPiq0bG9wPqW+pXCv72wXj8&l&HA)(!f4TB+@wO7Mt?njbKCpdLifj}Veq3Mn z+=tzh8!qfPyb<>Y*j6BkGh+_a&tAY8TU<%IagdRx=;>b?cnx%p0_%uX8im-ybhUZ>gM@H)|Neat*&lLIE>mR>koc1{O|lW(xdDBT^7e1(+^o#kAL6& z@OfY*u|M$iIs2B+h(AAEtZn^HZ1_U&f@W{ouPP2dO2Iho>C)heL}i5&i4SONa|oCj zf#}u451sLH!}S-qh~}|yCiTBoYdy*E?WDEyCjHFq5N~ypP^38wU7>eNH#(2cB`(Y_ zuTf=xZ=Vo#dGiO0>mx@3)yn#6hU8`i2?CHXej~}Kz?QkF$I}o&7&#~#SFU`XCAcxq zvc4Wl1#AE4pwR|=0FUzgZ>hrC)#nd%aLMIb#-!Y6^b@HS2PRVxOh*(ms3NSk!vi zD0IS>yTtX2sAuEH{-DUYR%AghT=tOBPPk9ZNM3w=TSIL!OH9)!uo%OTU|8S zSoF=inGyUafF-EPq35m36Lz5?qX&_D9h6Xqx41AIbES{hHW0^pbhmOn-WDUDr}L%)CUgQ5{EP==jP=- z@b#$fl3F}FYm(s}cz;`0@ijm?V6(oYupUzlpP{@Jdai@LmkWk*?^y+S$I4onryXRJ%k=OI}i1{44(E{ zT-;qs;V+QSV&1@aJQxy!*JNW|ddmwloadTxBrFjVM7p_d?Y_Xo5>tzZ$DVB#^ zWNaACx#$6u$Le4Lvj)-ExOcZffP*od4G^ziM{@r%BUvHzzS!8j_ZN=}Vw`PZcZRj5@?$vt2;f~FLs?wY&#FuX6v>Q?Kt$&aer zpS5k0oD-QUVJ8378hTrnlzeGo`!`^p3p`8D-wSyC)N6oU(e}-fXya zCi?tZVxAT#O;9^36eyW)y)wzl6yeB@;N=Wb9};isqT+k+`R0b#IE-DflO>FcLI7XBD24qf-j5r@AR3aUAo#U zoHVEINp`s(9PPY|qxGJ&{Z4V%&iB9%ZMT|6iB#A!oyY7J8=O5}HugxHJ&;dNV$#OI zU|0`HGv4##Jp4zHNu`Rg(xKcR^a8+M_mF=pX@1+~+}3KpEY>TOB5|;%Km#KniCtA> z$Q0bsl{~9--yrbWZufQ?`4C0`PIeR1lN0kNjkBcNZ3a)Dlz;u;A!ii*dSXrTiu5NO z>|?5wE6G10!5p)tYdF8UfKSKQM~lt;z^dU(ruww}gsA=VanDe#Rzr>9FqEIn)+&sA zdwvSeJKVGW%Jq@$DgmRq+b8#E?gF36z#)+C0@Dv8d+EL0mb8u%rb54Qixke+SU$9M zR~3+!7Ak;w$x^2AV43CsWtMw|)SqW>h>JKdzwr1fln|disI$hLx_?tMeq+JZ_3~uY zPhr3e+X&qr$KA;UXwb#VkCDI)?<^HD7@FY1JGfG;>*oQGt?=hERj40&34vt?Pr z@g&D>#`C0Z6EWDoPwR%>z zikBybX@e!4>}C5WH$HML#kY=`Oi~~QSWrdn?iAzfUQUd%RV=aZv)Ik%EHBdj;qMy6 zfmu_19%mvRA|#SiyW~$J@6cvC8(%z!FB=p{G$wy1#1nXu_@?US8>A~3Z}{%0$+}@X z1~;b2eNVsq0^nh#OT5Q(?&ER9(tFrXB@01w%2biCS6NgCj7<@m@?}!nFBGZ9BR2*u zu02mG%K-Fx38+!9Mz3%)FPJL@KTGb9nw5B{)I*M84jOrmP{~m@O2~a9A4M}o+9Z<& zpn6O&4FhUFH-mrh=x!=l>tVmH`YB2#1K;xXn9og!2WnH!@+ij!fzyYFSMJS;PM0|x zH4|BVl*_zz^G}>|A;R+qsi{MJT({lFnJ0XheKmxB#RLBhhB`6CXMx3p!n^rg<5)d5 zV#x#7s~F)_^>oj5=p_b$LFuh*w_?$GvkhY#!30=}nkvBUD>?-f0US9pOj4x2&rMWQ zB#Z6+ne&oN&W36=Uzck~lYe}Kk~y`p+0dWwcl2lY9HB|%g5|F&-oVAoZNDX(s5V8% z`cA`FMAEu5PODsR58L??X|;|xSt0N5I-0O0Fg+6me&2Ki4wspWj}&@Zfd^e3N1<%` z>ro4Vll4_fmww}Pk|{<}cnG`-jBc(>aO7vF-|sMzr#F>YSkK8;LAQUT9gQXkcH`ev zpeQ^Yq1>~jzU@puM3FV=|Asb0FU-4?QxbabNF& ztrGFmtKg{x<<3oiAHTuhT%h5T(t9AoV)gDG7(aS&4S^%qBMnbBy{3oOqcH#SrDhPM z;nM7-WfNu721BR*5Bm)#4TFSCCw=O-db-4>$ThyBB6qc{t;F9C%=YOGY^6kU>5KV6 z-|i|9ydh90UGXx>QO!{kwz-(frg3Tf{7f6E8hV8 zQm9Q=xUj%LfuzOwJ#(-fcGDX^(#4`#91e_}t>pYNGXB3vdNwb2>cw!wAwI4C@eJQ# zeG!BY-nIg{MhKev2Pla_O%Y0Tob4Vy{-wh*H3c_dQpO}DU#BF(56wD11YRKg2xUd= zjWTFP85}!6zF~iN>SYUwuQB@-dG(r_c{wBIcFf9op1G>Rs^F6q+uMGd4a1=`J7|Pl zYDmZJhs0PB|GuMltR5E-N)}{{_(xhK`Wq@7=;U2V zqVV_aI3W4X_a$etZ#ui=!7Y!uAk}>4L`PAtLC6>TRj|CJukc zXCHMuxwP&#l`eBOk~3m|Qx|541+NtoD88TIF;>xSy3nSxUQT=?;r>?$$FoKk}U_KN^d1ghxA}7l*VoqdhW7=+)?C;d=^?JdYmKos<)q^a7c? zX!TC@GW1-=gX*WLiQ#yR6>Mj*s!{XPI(Y;lDB)OvSn1ecM2IFD?@ony;%k!3DBV|2@j;(cvlWN`77-AOooB(GFqsR017rE58>i4hCOM zgNrl6y9YI)`_QvOykTbY8Z8)YkK{_wbjM6ow*hJkHlbN2)Ru>OpqWGKL2q55tV$`r z?B=<+yR+N4Ybh@BZlHgrrpMZ7nGr@#g3ud*fOk#iVSbFFyL zx22o71jKM4lBiH%acDdIp~0${<5=(=xY?0tJ$ze%FzTf!EqYSYYbtljoke}Q=oya& zvin0b9l?;ULL~vuMwTuf3#9@Pc8&Y;l1#GtlVYN+bH~Ex`x6AB<-+^pEl|JGIluHt z=s!F+AYY^vBGe=8t*(`=8Eaw-u9N|SuYNd&$M0e3^i`cy-Jll8hmCh|0M<0o;55dO zV5S*&rFfNKO_}v0S7hEw>{)gAayE;(+GN{k>YtJs#E;hB%&{mGgK$QP&@C>&9N6>Rsb@ZuTA~EbOO%{J6LJdQdrHN%x!7*CE|11J7^$2ZQekI@V#Fi3fy62IeNd_ zS{IL5-twRKt>*HKE6H^gkl7S0*+Hp20}>_{@k_S+L=6K^=oDizupgI%#V6%enlWsS z(5&L{uXpN^9!QBF+R6yfl!fEtU5+yPlBpz8kfae>{hQ*fRHf%I^Uc!F$R{Tm`r|$q zn?kxB*f}11lZO|LBojT>^sfk`-C0Sm3=d`kqo17Y1;{c3)Mrno zZyy?4^KK@=q)fy zYa6qVLM3kg13bznpd5akosC$TTCpi1s2Vio$Nzvku*rYG-{R^7)Q8PE5mXoE$NT?) zDe)Z)=HP`6p3#j@;70WS6)n1iAmQ}DRAj{QWKH;bMXqkRxQ#C*S&2R&sBJpA^m!1S1X)L%N?gG2yU)#e<4VJX z>6_{p{gC3}1Dzlac4TqWf1f8jVLAU4cSOOkt9DBwxSLl#O= ztbr-uujIQ#(fGRGjoo+C&m3;QCUk46y3j_ckt4Z!JBJT&#GF5<@J`q_%GQ2?4b0F|Z?8`gr z`4xqjWEAYo9+#JyLJ6TXz#pU*d3B%#`PDy6Z5 zIX^4-a!Uv7zZAQFU)a?UyQ7pi?oMzvX2-IFbEgH4@ap^z&`i@yRcFPGg{^ODB#H!% zv~H(OBufW|b=W@-_c-m{`d61D({|STKef}e^`_+bHB)7#yEkwDC;T9pO$QNRN~~1h zTI#4sd?x@X7A#rIQ6udNA3XdV4)I_21n6C|mzl=li}(bosG_oCRRfso^sP z7Qh~d0xI{dn;Qk6K&%;&TwMwnalC8glL>i1)oUWO8#@pPeA$J9Jc_dvR+Xbg8XSX?}>6Zy*HX00? z@*<5;UO(5|-h7}7XvgM;u7h?CcmD%;##{c8*u8&)H}jF#dhbki9_k4t z7sqxFI))Q=GMxl0kCx@Xfpd%JxZZxK5Pm~`vUNVXwXCK@HymqaF4b~T`93%7+Z)ZJ zBlEyQ=D^pZH~Nt9enSR+t^gw{tT@ym;~e7m#OW`5j83E<<8Gy zg5Q5iHp8f1Z*ouEtL9SJmFPaaJ#+%0wQwtH2)*7(KNP?O*iV$j@fPp*K4o7^1D_UDj}fijy}w!z=;Wpt^zcb**6Aszjg)u*ZCY2!D~` zRlS+>$2FJt*NKu8{_z{lvW2R+Naw~Ic5C5t$gd!vQ)YsDshy$F_V+7YCbDIs2y4QL z0tSQ+s^s-4gZZChN!S_S%`H9CtQO7+ZJqDoD_ATP7JWx}>z*~|d`kBt^F>b1 z+*H^6c3dR2f!mPl?ws^xV2{reTVbY!$IOZ@isNlJkAJt{^>?x)_4$PGxT{>Heu^-V z*_T-m!U}cwdK!iU*WWPj2?vtqpeIy+pko1+*%n%(55EL3OT>;|)NyB4)Xcpb{x;I3(U%%I*m3IgWm@1bd=)4%F9GZYfqkwW5WG2Rl188%tFvGxKp(9!JNxO&B!7Em!*&*H$e{jX` z{&6NAMe2=EAq(6>dIs$K;u9!RW%#tB$-oS847S*uv+6uY6&;X#xsrG|EviYKt}Dqc z66+Ov1u6f`3saVqrypOkOgS;e3P$-QF2O2cI()5Kg`udfu4yEV`r&)5bn5@9$aGA| zmY$q!+rA7*N|D5zPixtHKiO`RL;mQ8Y09gGxTytEPY(U1$C%N8kz$6^j70b*`G8Rn#A9VAQ zKG-iZO68TX1Ws@?Nz}+wV+%X33Y__uf$$9vR|g1fIu#}LhI%CHxTwv#pjS9kIIba7 z4s@Y!)3Jtks-$VoM($%f4F$MGpqVjKgLSc3bdk^s&La|4`bpdZ0wQ9vmi->x?gu#} z%ZK#fJ-HS!aI+ffvRI`M%_>>_i%>)C-rj4A56wRc0r;Mt&&{D{`NS4k2k0NO$Gy>z zQPaYP=fgm*y*5d+lq2vF zmeS{30D=f!Rsn_ZiRISAV1)fFH;+=MfN4EFXF-;LEkp(`P+2ku>nN zyWEKSS4?0uSesR@HsvN=j1O2cole_1b5}BQyd-xCoe=_ry1iZU&Y8A(W1}SKZ)Z|I z={)kLDAgAmf=d45WR<@f;98V_q*68^k)VqGqA$TpPL8&o>hf|NU{h>uES4U~U)P1N8QZo~h)@gI*BUvLlwJMfnE8A=7!>O})`08nY_-bLK>ibX zdb2e~KA$Lnd@xJ@s-X2O_<5kadg?Z(sYOJx9-W&3Nb07fGQ!zXUnfA$g4yg;|4^*jIHaC5&$@Mi=z&P>MN&G2KVrb&9y zwM~S8JPibS6aLK|j-Qx-Hzc2;k3JL6y8ShuJV17oKC*^Q7wl6e20f`Xyd2Me@=X&VYo9ibB_?E!gM#ksZ|2B-y3p@l z@&>aPbM?ko`}MTWIz8*9l@3PIY~_ov^H)SDCR61Y-p*>*CBDbVBo>Nh`5mq+1>S`* zV^FNf9R}qKw%qr0yd$A+EHn_9?*BNT%8G}rGg^mExCL5wV`q~NXv1*D-1xJ07`yef zd+UL*!nlrjGWzR#fBVUFl2J(wB2*eXS_{XVorAO=hoQuoZci0Ck?s;n5uM|L)lXR1 zSGkrZ^D%NOu3Cy;%}%86am=)mCkKNV6K1a#%U3o&xasQ5+d-;nyVtM={L828%m_WW6X8R9nsdJ^ z`U%K~*`c)hpghri)pj911v+{b^gMlz#1wGwL!KgysO9{7Xa<|ty88YjdQ!|y~^=>R{9Sf{1wuD#NoF#H13Ar-!D-&JkQf zb!gI;mhn{fqEUXkOT%}J;-O$3WDEytA2k`F@Gbc>m>@Sz@JK){Enu^a;(gG7)E zUSKxB)3abkMFons5Tn|nn_tPWQa?aD%QN6Keci zrQe7orL?ssh}WbQEi%CO=o@WZBlY=bt4CT|6DlSO+f2#?To%L3>0;fHf|DH-aKqeZ z(k(soSH*7qAuLM;H{S`pQywO|Sj)in=UG!YF2(-=%k}?I&CEMRj|uBFEMf@jZUN59 zS3+{8?Gr8FxFYo@TUpWI0WsP<99GHV-y{jh);-^Ic_juN8r> zVnfUcK^lf3KfyIsh^cRv-dI@Pgc|M!FWp#RNAxE?m&NK1Z|T#BNnazO!91lrn-qer zX+=g{ora`C$TJu5UoKDz+?Bztovi3-T9FZ|p~qcnu5hv+qb%eUdY4k7jF+t4UlBZC zW*9($TrBbAET4{GD9E8U|G8@Ih$9;Db5aNxZb(zo3#E7Sy48;`K@3q<0AhnCGx|EP zn77azJOZ|q&;Kf}m61M_Q9wikjmMH+$bg2OK0`6FVROm5Osy5IL}7H>4yZ~@TCV!h znRqPxIuDPTdlU`Rpof#F4qJwYb)TNJ(1$r5TB*iukpG{C}g@Uu507_btYAQ;L zUqI{-YUU8E2P?HJ$r;dkZGw%Ih)3DGXjNv!NS8}N6YxSm1rJj%3z4!D7Ic(rVXvkO zQk9-k`T9-K2sqvEUX1&Z zJ_e2d+KkaCfS>|Ofl%V{U*WO_>q+lX4)*+U9pk#pVLHH)qKQYbGTW{`K4UVKVe+<) zUpG_!aX)$Q-iTs_XE9oi4Xq?fyLMGlxu~DcB1(_Vfo(%4Tx&6yx3824t0a(6`b%pY zncQcRop;GJoxyg1$07@j^&uo6*-r{Nw~6vov^er~EUBT-j2&~%g;~J|IAg-To0Tsb zKk%K1Haau01Wzy>B>9E&L)^rw7%he zZ=wQXZ$N?AGk^1mu($7+S@E$hoHF>c$TH8@bQP8HMrvR)QwcsVYeqL6Kir6RU2kTz z#fq(;jHla_icyI&kI@pDTuF7{pnHpRI-N*`TMHYBYoE`<)^Q`?3Fz2+N__SS=b62c z1yL{o^VK*Z(X&1Xh72~GK;UYA4ehw(&h5z}p$ZCB&H-Bro|+L$BJyeu7J`vQddon;A?nL`6*@nk~a zWy*!JL_YKXi&a7Q%`nGx5aa#7da*E`ipfLzyHV+~#itG&Nw~rZO>lW2Oxmh!%cWxl z+w{bk-o_-35S zD|}PzuI0ZS2;YsAkOr&#%+`YofTP^-H*{ubaY+UQ)o-LZ(koUxf;xCG z^oVnYyqgrl+LECOR`xEuzY}prw|Ue^W+2W)u>J$Es~0!Ma(8`9`~&U+ysF6u-d+cu zZ~;E-V^Emi(oSu0qt$CZEUC!DR|yna*evvy2V5fy5|7pA2}PyKyNBZfb0T|>Svx}3 z=hB5n2hsHTnn`!RHgN=0n>5G5B@LSV__HP*T_BEbpMzVe0q@n=kEXJI1_3&dgsiQcS2v_y}E!WEBL*XV?StpHvkLbYLAGPw#0V1fIX4FN6+aUJ>^wa8-!0vA$`*6md8ZU0SIY-=y zoMA_yDB(#55k%lX%RjoF#AVavU7zS2lc`ddzkL^#CsnKlvxe5CiNy!!{$I|WC-P?a!6Y%CXW{OoHGK(;W*h^GdE zydrCdYcd|WP#@DD3SrIP$n+M-H7EXD<`)W`tybDK%waewnh2`-T=tA5acLMz(mF)^ z9^ysWmn-(L*n%p#)h&HMWciV8cnykQlri0TK5stFBY8`EBZumH5>quxp~#d3PE@to zMn_KWzp>khBU$na)D0tAjMz-{8bjuZ0V~ zc8!>*H_tD>h!x?C@TT)id4m3V<&lDMQSpqQr`t5c898SfX{(vE-_d$qalB-Ao$v`- z#IBWm@zL420)G1mdJsMDb|1T{TK|5~A1eQ&{9y0O+ieDPdGqooojJN-B7qp%_ zhqBkb=g!bEe8NJ<`N|=d?Am7v&pKnH3*U~LNBqMvJ^PN=G_CZdd*`EH_cC@HzPm4s z@XwuKd_%fiAo{Ivr=||6lHT885}_@I_x)(53FnM(EjK|!Y5w|?jOk2uLQ8)+W_*PE zIVgIK{1{Gr6S;9UJ8I`+vCXmk@*L9#HGF(yz@T98vz^Gd(pIzdwV=FD#xkbh`4K%d zxNg)*dUA2wng1OJn~Hhpzy+vLISr36Kk1BptO-4=IeVEq8z;Mhl=S$kNj-zX&eGRr zDN_p58qd9;VjoSjym!7E>rBQxrYlR6{vV%bNRHn1MiT>~peEtjuG_KB3H`u@0|h`; zlD{dX@n`hbkflYI=Y(Cqg{NGs7C$?V8QDNZ`Ej$QR>3s?T$M`YnQ^@ued5aN=m4=i zvak0-GtD6vb1{+Hj*Oc`_jLwzZi^MwSh`twqB5b@H$tk9LxuXnx7ct*VHX!w9uXgx zw8qwi{JTIp*p-B*pI9KZbW)1HE6V@n{qP)aqf?TiBGVkncB=Q*_13I6oR~W@&f%KH ze>z|KQdfS8G}?9bJP-e?S>iYa117ch`&~#Z`XPB8zlE}liwcW%n9dCJ*DjpM>!}^N zi9{mRCRR|-{a>ZRgd9Uzkc$o$g#Ke5-qI*%6pUD1S|HwJ9FGOUMk|5?{4!QjMI^li}NDehjDk3Z>ZXsle*2L3p^x|i-ou00CvsM@=Uc4 zrMBVM$0lvwwyVNkkV9Qs>StCxE^R$2h8Dr%(+bXvHW@v(X*_xKM<(YOuXki*b3odh zC=^sW$XfAIax2B+l|JkcAtp8`sh{dnzgVh8H~=yG2t!db^UHsj=zSlQ75jMrpB2e1 z)TYDM(ig3<;>Ao@Pwd|NXmSYtHvJ5Z( z$){V!O1~{aqYvNB#(KSA&NQOfenG+#ABuQ4|8e|f)H>S-o!T>eCzW`wlA!_SATm0* zMce9sKs5)DA=@nKAY^050KcN9pozI3h{q#ng!q-)|3jSrQ z(Dxa;F!goFVpI;y%hh)}WXO!3ZH8#;NPeapK+)qUnz>*8BM})*_!d zk8$zlM#MAt_X5Q%_6jd}u-zBryy65sl#`KqpS)TTD=pHEb`Y6g39sbXqc4_82DQKn1^h z!|CbL#~LPi`oP#kI+>~$>83w4B-XvB4!{oC<4ffjc3eewXr=6|lY|)!Eze=hwaeEC znK#M(Ho}iua7J4{g|r367*fFZN-fY6t6yv|FG#fgF5_GuL_+oetmD3~yv@}YeSb)@ z6|}_k_H|6~sKY#Nf;Jo!9ew`l9rwSlhNbwro8V&i;eJ5({7-(XKC$W$Hq8T*`|&GF z0`{D~goyhtp1AK|=x%rUxPxU&iirbxEd1(NqlM0?*(xr(r9NmC!lXe0NRci=QsB6g z#TWzw%t4cvarUJsD7*VY=q8=$!}GKRqXH(ijWq6U#`QFuTdvr23|R7nyTMyKW}Iah z8cnQI8Et7hZ+1BRZr~TanNMaaKH@qf?V1MwK^BA5J`jhATKsTtjf34z;eN4A+@R(d z;2;muikWazQkOGg~WJTG(E zo-yb8MzDI8bXPZ%`BogaS%4MtjjYA>T*OspMDaGENuQD~*}}DymUjwkOHc?--g-Vc zjifxJP-G454MMsJxM{)ysGoipY?v6K+~LXd_2`#pn-qQ#lKQb5R44OLZrngm0glMt z!$3$lfL3fcgr9DnqF+;XCdyA59<#7k{|V>l$j$rSzpOdOUM2d*F|zi25ZwnFW8pO`K3m?qTXwt-7-}6vU0{d zwlH}ob*~d6h}J312%nXQdg4gAh)sZN9A;QN!o)-#ogUHW_?#-ze7ZJf8}#Oyh8zJO#;IqCn37&gJ$&3zqgL7R}uTds$#yrmAwy8Nx^-SzSVYP#dW-y%x?|Doz=GskD~w%oAmSuR;ri|9&0c=u&^f zra#j-xE#zY5(xV|=At1B&`(3IUD2b4MNVDX4SXLAjiY`(EC2=YkTP})i9&XjjZbA}m@Ep(VyDMR;=zQQXE zsOLHlD{L*apqGE$U3apM!HTHP8^Ids9&!rLmPkUU<79W@Tf=P``F7xobqm=y% zaW_*K+Vo;F^er7H=(Y*PqiT4nMh3c}^a=ADMM{OyxO7p^X-T5Dk-UXUPelLVxn}46 z2MB7JFoa$Sk1;OI2sXP{>nr`hFb9V+GX4X+^4|GiF7{Kv@!gMOOb%x|=Ni9atA5P} zhO~w2TR7ek3{CjzxpFDx3i=JLv~D1YLE?y*2B^n&$;eGY5c*qed52wTcdK{Y2p$#` zHnZuGTn9l&b#G#@4E=d$hp}sjgH0Q}e3zRTa==@HNwbRC&XjQIOd==z8<$e7B~NrZ zC~+_f(9`i)kH`J{r-v<`FCxWlY;t4=?A*aKQyYy<4OY|R`VX*i?6YiE%mWKnawEt3 zb|9Cf`N_w`M~2V!hkGiBc%nB2LUzxlO%UtA0?5Z>9C$e$nN=E&zw`~4E6=pYkYkW` zBUQj6z5pRP5wq~s#mb_M>v6mwoGi{lX8as=S0c1IltMbF9qb;hM~=*&-^_AB*kW08 zX?}^`0Z$`=vlc%mcF8qM-SxD0OGHPKPJ=4hE?wm@n36!Lyry_mq27DyDTmT1R$U(v2%F`2xp=ib7a4{>W^M>gvre${?m? z8_5&*c&?#yVq6nkQ1#;?ekfOf>42nVB7Y`eU|RQFjQ!X=9q$*LfU=akrdxOT;2VIU zT*N#)yLTE%f2sn^qddfK2@T^$n>qt^)I~PwTns}-DK$e21cayCG06?Fcduym&3a3u z>~i-eu;Wo(RUGFyy-z*KyT|e66X_sFvUxZu^8hxcF}q9s$HnlSrt@pxuPK+@Gk66+ z#IFnjTFgWM{q)xT)B|5#3%PoxqbLRDGK+Sbe4z`3Q<3t4BIZ?a=#gB@wYOHn)jRW@ zDUL5Ni|@N!RF4c+Zo`RF0pb&N>8|~8U-kk{xM|ZlMo&!p4MFp+N(Q{w5#YK!f=7e& z@8XGbW_S6U4B1x1pG0a2a%eTxl+jaIax<$gv1Wd=6NQZ zDiyYsehQ~Zm%Sms)HX?cL=C_LM!tEM9Do`I>C?5yon0phmbPTO1$C#mVl z{rXyaF8XCA1~36GukAtyzF`wzYa~lNO5%OOO#%z1nZW&q>GJ>etKOlp{0taQ+0<^H zzZLxtNdGwb5M^%*ISzk&#^x26iw-jm{99DrHXg_gy6f`2`!(Vx_8*V{l|##H(>fkw z;u2}O4^1CWoimxGAF!ANeSMxx1q-Km4y+h+Ky!Say!ST#p`wB(5k!yLS7;Zg5BST7 zaLqwAN&U%&QG^i>pEGtyajDQe{nU_>9=6y9LMkXw&vOlWNoeA@%zx#WQbM+8Q8r6r zb6OhlH<&TIw?&&>-{iRtcYLw>oj#Me20m)^a#&Y3!pecHk^gz)ap zZyzS2rS`&{Rzffca~}}5leeW7%5KyR;xnys=B#Dxx|oB&>c_!;iR_CSq@%ySo!S22 zrSd&{?F_ZOctM4=$pq2vTrL*V-&74Qpo<$G;6@6{slm9z{YP0AfOmUj=mGAQo4)S7 zOnA%}+gL=eo8EmZbboNmgebe;{Vd^L70$pEUY|BpUj4JvC;Hc+XP@wI!3bE4aq&s} zM%j(duENYqQ=@cxJO}cNs`njWmCpF#7p)>tfkid*+a0-gvP^ejj?qwP-TdT;^XNwH`Cpf=4E*&|F;fJsy*L>=!8b(T8`3! z*tpqX$qMH=G;;DD4=H|nN@+|vyro!TliMEMR<}DYpc(n(a8T7zHC9a`{SSEhBe3m39q^e$w%hqu?Y+l6ton{d9`bE|U<|LqK!Rus&My6Va2BeF z);pA-(35fYAMI1f zb-0S%I~;!7>-*u|xScoIYi(9DAN&&9)l?n`#a^G0k(*|#8h5n|Y!VRLcO76DDT{t= z^3O_`Z9I}+_6gGGaLe~UA&YW)(fV}iBklS(vpl)PP<^NHkc)CAeBP}){XR@YoS)Kv zvSa-9sde1OVwJ_j&z+PH*IJarR%$uu;eCv}NxYyKCz*>0;TWmm{ z6+NtWWcrFd3iUP-sIWk~nnb@A>7%pLO!6(|kn!@**Zix&U3u~`whQ-SxO&O7BP*i+ zwOh4*-5w?=mg^_~@$;ZTLE=v?W=m1%*1`MSJBKr6=+ekc8vv4lVZC0Z2$OU!UE5*Q zwRr%z@g;4pyAJ$UeSlP>>qQi8+(*w`f-2s^oGXb^*47x*>Jv2)H~ck&9EGh7(P_=+ zfveRR<+!+lH_ISF)zRJEX~g4;S94QB4Ty3q^7x2~T>sz0!|x0jqiOG&0QZHy`F*}TV2 zLcYq5OA%Lv%-@vvq-?RDll88f28@@4t2f&ku1_mP)q75&GEt4Wq{jPp3z}wL z+HcFPsgjtmQfc+q!G50?sp$+KDi$U5Wh5)?&Y~}dac&Kg-k3CIE*~ByPcq%=DpTd9 zIM~#n{zs~O|Kx4R;p2naG67-MNa;H!-8V)g-^x%7%12M#uA{r2U&Hr~Oc6{x?O^f9zZaO?%BzQ@BIC_{Q=LIr5B z*ZOL}tLx#SgU&_FDJ9>|md|})l^L1 zNc{&;yz8uI3w*Tw13mL}R$r{wl+B9zkfS%X z^kW(wYoZj=CDkQv&^KjV88;+}#JAEO5Y+GtY|N+KoB7gIin`;@P7)1P8WQ3>2aT3Gw4+ ziT=`8>V`qzOiaoJvEgFY19*YmLHe0%pDQXk`2@Ue!PbK}v(@;G9?7}cE_BXMzhj1Q z01*O%qFx$Cg%V+|H`|p;rY{~R#Qw5cvk^nl-g7at2y9@>JECg^z=01<;;(R6VB{ef zlBAQk7LF};q#?4{i(Ex0(+f zs+9P}%AQU*$=%0|*2pJ`6)#J(tP#9%?Eq%XQ{sm^^YowXUC-?_k11zf;IPvKyuUwC z3D(10%dX2r`sS7%{-!KsK0$r2j6O;^{o!nK`c(jh5sEt15LvTApr*;aB@$CfGHzXu##SOD^ALB+-|=**Ma&pf{;@u zAi!($L5wXgk?;4GMGA^*D|Y2`uAlDV(zwu$y02W`A~b)Rh{_hdb6uf&~=w*_-f*mPIpY>w+JP5%qMleN~k9ULZFB62Y{z zl3F;?6}&%MiF@2+|9bkM77~b^?%FGhjW!?t9uX8ar?M?R`%&Ols(;sqYHm`k*M>TN z29H9nZezER+!-k*z0Oa*rxF_}qZU^xSt~6wBF>HEqRA5`s|1#yJg=g;6k$R1{v z(Ef~-oI4C++81U8(C-{Y0V((0n{suPvazD*S`4#ru*#_PC1Pp8MoDKDp$Z;`xqC3_okt>kGDDw@^_O$ zBqempYxFikYjxk(wSOVe>5PR_EM0AS{@p3M*Wf^R9n%D6wLD^P>j^%N$gdHs{uwz6 zL(pi-96@z2t1nv;ogT~Ca+zG7$Sw#7NZ8D zzKUw{Xg-hnphXa1XY^Tg{c#!QDzKiA@@KaE*y(Mc6K7t7w_^|s&z7pN2;m$8Sh|9WyAy zDZ_U-os|#7d|fF=s5%XxW|{!0PGj4(wQp{k?~XH5O#P;yum*oL*!^bu<$6}Q7*`)K zIqx&85Z#c1i?`+)l#8)mT_~JBMuaYgw0Kg5JsJ)=JDPAsHtr@}*TK{(M_RUAWVkHE z9h`aC+~6oo^T1N+FjZ(Nk>zk$CPsnSX>n7V#Y_}%3FvGrg9?S4k+6X~q-j`r+j7Sz z4n(k#SnWfk%asVh8PKhsHbZ^sV7lzxpWU0;1SNbH-&{q>-12|WTgadJ}^3m>I~pP&Gn-|6Om9%n#>i7ZjkTG(ah z>|J3jW!gNTQS$=i{Lo zX)#|Ab_&c1j9rrOHGVz(Xv&P!0o!hfg*-2sUjasbWQ#3g4vh%YdSnsz1v8coe{8Ea zHupz*G2*1+`Ka(3A22|0`Be~hu$X)ZZtczk)5L8m5|4oCycaly(~|kj>O%i&h?U6l zD5<3P(%j8670GjF;O&qSW^n}t#bNkfY_vmKdGzGR`$|?U^Nm44k^p~H#Blq%e(*=; zoW?CK3mcY4uA%#wM(jtcJ09cjRzq2cC@{9yY+%?+hSs+%bSR$ExC{%7NVt!si2{Wu`!?LnghtE zv4}*Swbq`)g{py~-0{JboX4)i(w7WbpNTmWCrox0GFZJEstt*;y}?m{-+sNENSMWh zy8bK2%4&n4-QSfHca+z;-eG)PIFZSv@kmYgc`Z=YhG5;&x-LZYuf0{K5Knml=m-^M zpn%UBjYL`|@+lx*F$d|pvm9qV2w}0R?NY^U#k-%OGW{#oUA96*cxR~f_0OZ@^DZu5 zh$$Qn?hNPQkBx_s19Bo`%0(2dIuiiNPapGqLr*c5xlsmX(e1>SywNF}Yvw_5c5(v< zqclmv#t`y~N16=$T3lQz9-$Lb5;|eo4YM!B>8At~0|*N(mTrGpi$R#5SBZ?7t;&Ee zsl`WL3H^9XyE8ildKc#*d^GRHPHknuhk+haI33tGV0J1`4)&wjdIi=#a>AoMW6X2c zpf1Q_TB+%(Ke44=sl?#(D-6abG3&ciC9Ef46Nniq1mtZj`wd`qNa4QN*6F4mI#f%P zNp@!WQhUVNrc!FnC5vMCi*1--bOOPl-~7o9bLW;TNA1qeny?dvgR8le;!?7ai9T5$ z@(94`M~05Wd;Hx+2?hF+j;Jic$Suco)6<%2@tMeHj}yC35aLtVgS3lTAqm}7Q$?)k z(Rd%?*=EjWdu-~u#U?qol7zOOrC8OQ$j4q6cqL7)_!4z3x3m1MOUiQazjg;h0eeX- z`-gDCZpjQfU54E@!o>a%%9(|HoG>=Hkz$d`ZX#hkkw+fhRwP(bFI~=)mH=8ybt#H# zSoV-Yu}+l?Vy_v8lM!Prfi>;pDMmAZck|{IjTvgV^mjAA)#Qh+#(@{V1hWS{e0+4o zaU94xlpc-EYfo)v{bc@kJkpMtzy*%aBerZ}v4ez9Q29(}c>lm<{@DMtFDTguBaDR! zkA;3d6x#I+U8=?}ZKmutUAa(fj#s|bV%23E@>Di)?vwe_^M*y{{|i$3qkiQQ2JEMp zD9=Xp+<(9U6K19nhAT|@%uiVTf%xPsa8`KH^WW|3eS^`-$v<78-qrH!S?MRQkO9~C zs*c}s?<|{sljK;Be)`k4y*zhXg%3;gP;{&|^uV!*Qwa?jxmk0PjJ^;Gn)AgdHlR_^ z+;rB-0EB<3T+`&kbr}aMyul$uNygi#Er4ocB(Z_*2SG1FT%@JweLG1x^&R6p=EJH- zzE#A9*MHZ`)O$0<-_Pnzi#PP+eguKgEK<=gB=;V)7a1|sQ*ZE=XH<<@Olch#c)?tH zP8%d)se}1yT>iy&fm+WS^Of!?t<91mp=KM;wa9kVvmd+aYv~8kEi zE#Qo@r{09`pJ6l-(m*N&G1n84|=X4>hCjniXHi=Odv*2}Zs;JZ48K4bi}+k@ns zAFzJ7Uu@XVEdtz2MlH^qckV7r z)`#-_tsx~JOy@zK8tPWjN!wIA|H2-UEzxa-(VNd!A36Zv)u8FH@ztrlZrb%i&GyCQ9n$nKlS zwG2O{`j+3lO2NW_Dun*dqRQ*CaoXiSg)86BRE#9X1NpH`G%RLqNE$@^(Q5beeR zN;uvAeOg@kR8$mBfN71k4nZj@7uwM6^^xxj$?-GAs zl5&%!VR7T)p^&UK%gf6=lGR7{4L6@n@07oBT7Ry8o|Z<-py_@fZcuQqc{YfA{Vbi2 zIIuglr6&A=@AJ#BjTyb5%%5R58PFyD)BCa36XyD>`DF2#dRD;&{s z1Jhi<7rY;LVH7wE+GjqM zbc3KUgXIFfFtM4S=tsE&0f(Y!Mm==Q{lC@cm$$mJKb$NRHJ85Uu4AYocwgSLrwLms zW-uLNoGBXrJ1y*mgY&m1=nQwAz-COy@HZwOUVvT#hl#w2Ui_9@T4bwG(Qan5{dNP# z=Mn=5`Wr{Uwn}8@PW^Agn0>?x7h{`xR*7W_vh&nc#OxV)q3C@*Dklk&14#@YQ3zhW zT#pUp`sQY?Mx$?y3WS%;ot0sGVkSZ%CQ}95Wy-{MrVGLZ(ug00kKFfsf8=YO%|2SP zq(}jM8BLvqfw){#^Vrv|_MRQ<5U!mf!LI>(d8XVeSL||OBgn@c_Nb^8yddQS_$%D{ zKWI(0Cr*sZ9))3s8fuD(^N@{_V0}W?;RH`7gxJnMOiVr)|BtG-Ba2*{3+Zo**s#ja z<{s((k9@0O1*+f~tP!Z@4sq9oVZHWZ8P(#R#=puL_|etkOXQc$JnV8j~{ zk6qUma)Y7po~bZl|CVQ8fN(Cg3)T4b-YN50qnzCRT+slksyEn07h4Akt3~ zl7|`E)5u*c&-G9(IxOqz35rJ-CLbn!Qr%v!;X3n% z^9BWre8hN*_!jR-zMINFw0V(1qzrOoc=XN=46G8=UY5Gxk05VPQSTj3<^RY3 zU&oPSWy_IcA6v4r$1&pATa<)jXC7sSgGk~y=NMTTAuGzrNQsPN6Dl&Y4oS#LGTz_o z^Sk}Nx9@-c@Yms7ujloAJs$V_r&4mWY1&c}RXRwdg3Q0`_1fpgPYwJ~-9j-xa|krB z#v}u9J{mK55&4&)!)-)|Hh^)3o8#n7M8HZ~86CI!>ybDzbxh`Lrz`7V3hU>%@BFF& z_$4e>wxS@tYVp|vt7dFBkh zjt{j)Y^`_^l832`YRoN-gM$)VVuSrXFF!$HfvdZg)N*3~_;ZR~d3>mYB6bccs-Aulu;bJo9sxP+AuppJpb?!K8(_3#LWqv*vFFnDl74X6KieW4?$Di|zjJ$~G zlT!Fvsky(^B?Us8h=qC7#FJ6aFzfneR$l?VrsUFj9=c?KZPocAWBm2*YQiPcf&kU3)P$IREQN-vfY3(1cJta;Zad?A zJ&J88(etHZ4*99Asl0SVOT^v@}*|GGPR#+G3@)nydt_qd5q*{^ZtHA@m#98(w z$wks~UdZTeK=Y@OGA({(bflDfF*^FE_|i}XkAb}7BX071MK0gUQ8?6l@!<3aM7G1v zDBdb2NSRN)0BWx+mhJdp3QD17-n9HEe3kN8@3h2(XXUAt5!m#+)E5~tz@G&b zEU1yed}DkhKxM9O(_!nu%=REbL_R_|y&PR1F~EYJ77gM82{$IbkOlVz|T* zh^7n1F|^d07mIc&9bpD^J_T=Baw>p5Kk0k3?P7&F9JeLdi!Y`g{RjpPm>>0XO&%!h zx5m=lM5W-7$xB?IFph63WkOB8uLNVQOHds_Ze4m%@;;0uj1`1)Uaq1yc9;36Me8CT z^4A7ruJOCVKqZypv95$TSkB3oewT++5SQT$G9RZcrejm~VH#eC&&iR$R3x+d#k2J` zred^f4H-77}wIM?C(Y>*EcqK4$I9d{b)HTuoYaiNbz6SIG7MU20f|cJj z>TKepouP;Qu+uzuZOMqu531{HokFleU|%T!uwUj?p`CFf(A}kW6gb%Ws%qt zqfW9|OF8pCdbC0I0wi#0tXUkg?@w%$5&$5D6=JWcvhU0f!NZWN{{b*P{2~3Ny*Y_a zYi9F=_YT?UZZOQHon=e&A66C$ z}Qp-iS-5ST*3FqvWt4bxY{y+|sL* zO2%-%LgsSSQp9m$gPJQ=f(rc!iW7Fep#jnkUm4f;TkM!TAQKBO0E*cW8uffPxTzT- zrr+!aOXEjo-a>3jzJ;ztvEyKRJI3`n*vW>v?F8;+9DG9B_qkae>ezTa&#fsnwC150 zNVa44y$-@Slt{37#(6-oc3-V3L;liI{BK|f#j4?@{$!K>GXIVwn} z7`@3BFgTW*0>NR>7sz2{arG#%Omsm-Bi zBlybNhM8Nr5p5W8Za1aCIBDK0XnM1-t(eA;zR#G=$aRdnv#Q+m_>Q=(^TSuZuM+!o zsE?K_Qgl=#-q_)eTZ`SsGR-XyEJP9_ZIk!GXM?|_YrOyK)5JT z2W9??+4QiA+JUG0bfoL%<7NN9>S!%+{`>KBHqUH^S9Q6Fc?>@D-aOie_?n5Ocy?Rz z`u)_c0c2r{IB-X9ZOP;{IFLHRTU2z$ z{nU8FudUV8tL3cXRP?1><(^=8z!We&OVZKmOi9Dp3?Qdo-nNwB*6iQ1N@S#au>QK3 zn$b`N88!JtRO?0y)?@9%2q$bi3;bsDx&YOtVLNPLqd(RXjJX#4i%t zLk)uFugl75=q+7Tzwu18orL})!SFgYb z%7)hZseQH&Lf;X0PNmW$`Ljgc3X4G{V{@MGEa6jJnAdNw9!^94*9&M*;3(=68#w#& zA8^@Ws4rPNoD@JYoNTEDA`W61o8A|nJwIIe)p_-=&FoSk-qG+|z?5=yajfz7VrqVB zM81d>iFRir#g2r5Xx&tupN|5`&Ws-zn;c>(%Nvv2gO$jbOwt3niA&mYGBRU%v*8|r zWO&^gPxeJh#elG~;M4l8O|vIwXUX4{hsM@X2#yboikTS~L+*`!@5MmG8S=tr_Q{7x zoW|+{@i*Zu7tMD61DtfUN1s1kGAs4_4|oiQ&B6Bq5YzO^G(}-8c9QqAG$DEPNI(31 zU*;DgS{yp6y=2=hkbW*oPJeoa9@E$#0e?Hu4uL)2x6T-vf79H3Wbqa0`Cj?g?&%Lu zf;_+X?}SfV+D2;(iHZHr)4X+5%&h)&$^Tt&Y`^pEq9|-nth2A^U+W?y@veL6k+zwb-wS^*zNue;xf^ z$iK}m5zZ6`#HK==iPGtU8|OzSLNA^U{Rd?8Xn#H(I{WpH9@w||Yp1JOw5xnJ*Jc-Z zHH*A5g3@9)+Ee+=5^#Rt7Z$Dk@%;_IBw7qk*z4%YK2vEb-WR%Nc(PJIuADPiOQsZz z!=9!m*6oR9RU7d893vn8Ira69VV`Ry#QNS6_@<33B3HgL$wKr!*+UjIG=g=xFGcJP z(=jJ*58AULK+m(rN07T4yCd=?>rUXv$;&8At=*l6VVBwwo2(r3Ejf>OzSc(0RWi_| zdvXLw{ffGrW;4jvpZ@lOe}jM@;Ze&?U~i*?v;W}$->ZNIb!Y4QI)3m*Rt2e5Q5N_X`64qjw4@MlawdE;|`@bxQ#sk0=DFnrLo&V!(>4%ZeE)wU% z{^l7=nJZ_`C4TIG8)(l9Zq)ShO*_PnnP$(X21SJ(R1unlmN`?dU+E_gmqlL`P&mlB zo}KQ0moV7{*X>p}B4hr3ZdGnTn$Q^pAYLQm)lWVLRmYXKWcJ6sM#0JJ8!6fH7bYL` z53?3LAQ$lKYDz$y;j79z+)%7u$sonTw_bSJ!<37pG&4sDK9gvPh+vSpQ>e7MC*hH! zSSv1|dMD>>F7~hrqCsmd`WSuRbN-}pKU%YzYYzR4V@*3}DP;0XiPY*gQ9f;r%3wif z$3{>V%)7cs^udr(DZrKIj-FXt6ndp3`Urq;=HDmQM=}%gWdY^4r1iW?dbJcNbMRZJEZe{GpGeZwK9l3^EbEm7z09^E$ z0*Da3_Bweahy+WdwL1S2TUo`YpRFx^zAmDJde zZxvdU8wK-|UPpMT-jN$GdY^E*k)pAgltmwNByA7{NVMXugl-{=1owq8U->d2E^>x( z{;8?2GRE`>;ir=9`)?nL*u@c)nETBYY&xB!Z!tz0U$SbY+~Jo!^KJCcyMFy_8a?=E z%=v$>@D9U90ghrk-0sJ?W;G|KVd+-yYZ|^s?I{?_SK2H3X_O&lJ0(;TSOwHB-yj@I@w`5E7q>W3 zSt)Y!AvNJcN7PP7p7IqGoT*uVYd))L!u1FdROZJHifO2QL}L|eZq;!=qmk#T_)?Y; zZt{XLg-S}Ek&=GAOem#=le_e#TUF0xiYCg^k4Oq!Gy?FKiNRkhkJfP9ik=*KG@)t3 zUepEnNX)VIoN)=4x}Cmn%>4lu7*uQe%oiA;^zes{w@MorOoVH_|2fb?>=@*|!3y2G zHwpuaY*0)KJ3@+G5J+x|GL{YmBDcyrxdWYj?8wMN@_Xq4NUqiN%hXQSb}`kn@ER_< zCOx=Q+oIC8^2$HU3kKG*bK?FL0*i^lM4SGgn=Xi^2DT#Qv%OgQyRE~4qBB@vCN*^P zc*>uf%7^_Z-14XPTLw#NQrhlItb_vVe#RV=iuNf?{j}h1lezNN& zu)I9)Z$1kw(1<}%Ks}$PN&C~ELtBR@2a&%m*mDRf>|FMq-1I>N8rh#j-!0kK8h*M^w&Nz2NP`8l$lOg0vh)nR9>p@v6Fq0(Y@T^qe@Q|uh zcRj`~SgQKLTmh53js&w6~ac;1>ag(OV!9V97TyW;00 z=cQ3yy+`{qwlAyJ*37i+oJrT5EyP|?HteS#;;-Kg+3VoMV#%ix1XudwsGF$X zTf&KoKi+-P@YC5V#bh&@hs@d0KAzCO5-jQ;&zci$(>(GzZ$&>aoPIPv<>wcdA9RLcTNI91gO zjmq6)%j$XoSzsHwdC;r$8Fw~A?D1og>r>y;zKjw$n@Hp_vPtUN+%j|2sF1b`;}nqP zwxcO*;1F@MlYHMffH7jZbBz-a{H=WkdR>W)XsaX1G8IZgm`zsW)#1)|{-;w>5Np#E z!mn>Jmb#0-&3#py1$p2v>!_MPkHX#n5`g(K6BmL_ooN}@&ZmdON#c2^K@-nwjXJ9S zRToB#_qL=J(n0#%d6%C)1qDttw96Q1AhncxJV(4?N%a5=^`oFt^*-D6*}~7R?(*WI z!k1Zz2}SD*d6k$}>BY3PY^UH~pp@%n)RXIUh>+Ggg&li)F$IIv;jY*xxHq>&79yk{ zf)~KyzIh9F1pX}Lj6~JZm?ntZ>Pz&v6w5ZVz#=ooZdG4Dogk}XAE2;lZA$%Bqn?%~ z9N{%lBSA=`6d=4r3>AT^qmB*6>udb?=oJX^?NKrd-g$N`eKmWpsJBmEM(>(=C#wre zk%HsK$EjepMALvUJa;C?dB$Ouz zo4GrbqmLn#{tbs$O$f0_w}jk|uK$G*{R@S1(<2+3+^h^P-%Jt_#nMN%YJ4g zlsu8`#=~P0h-m&?BDY7n%@Io*@Peci=5q*u(QW#@{KX73YFiULX01>}6vR!PwYur%&FE#I;>kh6esflk`8O+M-@I--chyH(F z-uims{jHXXnx|ocIU&=mUmmxZ^#4%*XHz-^StDp_{s8179*NLOeO(}s)_n_@DHd!V zA3`5dmh(8;#8mzq6~h{;4N3)CV$>|Tf-d&ov0BJP^w{4gzqlxEZZ9ptW4LPxb?`%8 zT{tNF&aF!w`0h|E^G8@aZ?fFaz5=I@)BZ0j{#HU>QE+YF$nS-4ly|R#zke&u^9V^! zS^vtB(#ZaXDH;u`f2rc)PtI|ZB7y^!?G}EQ<64rw8TJ2^^!}u~>dwEzcL1Di!T0)4 zzCQy9<+}d=!YVtwGLZG;NZT9VM&(i9PWu-8n3;+8r?)O+kHqb!hwTQTaS2nNrO;tO zi0~g!4mcKEfEa4)S;?3_Is5eWt0Lvw!{p<`YkZ434Dp?-`~AgqYeB_SACgq7DPem( zLNRYVEc(&Z1=zllEE=tif%UMP)ON>qc=PM_Z5a{YvaSu$eq|V_zE0k~U#ufI4KR%D z-cVoZc)vP4*X-A?1)^sQ_M0wu?T-Hkq+A6d$FHNw|LeNZo%5`mv+OXR{RbS= z%tr70Tm4WT%DPCNrJP@0)#7vid$s%g!_5D;Gphc{KKnPjNg!ryA<)6Lir0v&NU=|Q zrc?=}A`V9QRiqO3(sKa0yr)qb58pnrUrfDsO@s&wAL3H6mPM2K6V?37?+jXwrqHjv zS90pNvul8#7BgwJy{O?f?)kAaso6k#I3mExOT{f>U7;TI4rSnMtkh4b z8-g>{>@y~$JitonPpXM!lldinfS0ML8M!4GV|ys^OX+mAosoxFQTyaIcXLaH#OrRd zs+&ex?lyvM ztB9=t-^+JXw^j%29*1GlY6edxxRHqsMN%@T^-#@f)a2W`-430MqV^(RAYxwHthFVF z4rmO5{PKNSY1XkOY3zbQoaD9DdlWsGIa``dn{W559!eGodL-A#(*Ecs@IYSj*P|;f z?VNovS@+9Ocv$YLg8vOMuxylQbNjbxy`ryeLG~;tdi_{&oF@SS_)=#2f@}*Pf>;7Q zX}m~=yUTw76CJe0_%6#!{Dg#Lgr(du-=XLRoAQl#p_3p3xv|O$iMVV*Rs)ph)tuV}KszO{}hnkQ#9 z;Q;hRh!4AH#DUhlu+)DxD~@cmozW@XF;44**k@wd$i#2<(;Q4y1n~3LH~xfcPv6C! zGO0mOY|o25U2cCO6fok!MclDfkIB^m$t2zwYY+r_OSC8C&CykLL*zN{Mvd^bCV!#h zCp?)$yQv5NETQp=D)i^>CT9yxx{pOy0B}Pz9%R;la@xF`~&J!Rj|Q);=x+extu!^O&_>*Bok}GpnZX8rJP(q>H%{ALM3-pPlKf)wAAFzk zdZT{kr`ba*1FUpSlVyzs-U%I{t_1Q(!ZOHH)&7*4)!T0`r*P=G<~Du zJK3;Ql3T8L!yupfzJRSS+E>`TjTrT!m&|4i0$vtzC!(vupO)~VMBX}E!Bid6$FDKd3N z^lsQ!0~Gnlbl;>Yv1jscxrHT-f>fPDI!~+WpVHe6Mm+StDDVTq|H?R9K^kw|Q2r4; z7LTm}_2>W+@nFNLmtti#3U)INis`Om!e4UcukFqG1-v)ZII8^acSD{mO4C0uSBppg@HN1xrR9h5 zHbfYImw`D=@=45i#{H3`m;`rn_YZ8Lm>BK9%G?>I&Ed;=E^WkW1Yxa#emK7{aGJ)g z5ODmOi@r1Ra=fXbAnK*kv$9BVhkYBcKvqdyM20^N?aDZsR2dO|t@}cspkEzY#cP3z z$yFr#Akij_w0p%XJB-0aAIl@IuN<4TM#Q#n?iH1sic^WYvlw(Z_x3Ft>Z-ZhZn2U^ zE?;u7dVC=gF#4$#U*ktOeSXb4#d1493tS}CY8VR5HX6*m8hyzVuL|POTr>s=N%t4Z zhNnIFuR@{19lp9UR{N`DQW@XLBkTnweOz%|De*S@u)RIV1=6s2DRwnzA`$gv*M)7a zBlf8=N@p$Nbu#)S8IX(+)~MI)$P(Gil@TH|(&FG_BZcp#@=I3NJ>7^F@NdBb*KU4) zrkUz}?pDp&HOj0#ffLE41_29(Pvwn6GCoB&nn?CH(0;6xt1Q@F3EnWzR}QTex;jR< zowC=l!pXbnxWr^x;&w-*4bw6?zKrAcr;riu0ghQma>8OC_&RN}IKPF$FRh8%da3l$ zt>tqL=>PjEGAVbUM6& zUXBvk5z|E(NYmo=jPcKpJ<)EGD8~S*hX$G%tSPB@!dHq0pD{$#zr55#qmd-MjXw_f z?DW=zKVRB(w6<9XU;0(3R(LzkUR*!;clq>g6L=mJ(|*dz^A;e$^C4(hVeWGqA&||h^E)BDnukE%ye0NV`j`wLJZrcG&5d>z(EtU@cZBs<*Q zWz_|DqpiFpg$}M!0tOJ%qA+#Q^%idR$NeP{0yu4p2^?JC(+c@1UHDls6A%7HHcNTF zq@y}c>6cd1r$^qO=UW&t44r>^ZxXUIsY+&oGokTO`)K+f+m&vHJ$}9TPle~D<*MBW z2}0jh=9o;B4>(ry6iJJ19;v6rVy1Xn(Oh5B%M@H9UE1osUODC~k{_+mF3bYEEiHFy z^&P36=G4@?)$m1#O`X^_IMK20IVLFGg2pRsSe6Ps%>1Yv;8LHyOg1+I>*#h^NOX6Q zTa42r1AI|}tt|DsM9v|G1iqV0!tnEZh-rvG`eBRKte|0s$Cn!tlbWlg~wr}%@zJyb2G#v z(^3Z&NVwQUS@`GAc4Ij`+0w1+-wHnEtc&b{najnC6?2y(`>U{9_wrlkR92%UfPT{_ zK_pX;(6m-ltb$3K**Fn9(Tr7FnRv#a@szEan_X2TXHTo?2^|~k2K`d2B~u6r@~k$W zQO8YnT2QAhm4Y|dZa=L2WAOFjy1em;D!0m5U?fR}HSRur^15$G+_@q^ z%GyhLz1NJhrCG#$UC5zIL{<%OA3t`psAcQfjoBK2+~U@meMOU(x`whWsK3%a2|oXC zeV!M8>=fwdRglO*>G5gSzLFngFTkntr+S0dduFD;b4jN!df!?<|I^-ZPu#w;YB9B> zlhRb6^!*25ytsUpQt3pykAr8VIP3~31{FhVSm@Tulb`qQyV?Np5DowrUtg2lW)&|F z{F~$&NDs$`B`sFiYfZ5v7u{!y{WhkZ$kt~sTl4Ive7AQ0I5ccco|}kLwbLl7RmJUF zqIH0fq#cXQ=PyeGcoBaSMSID;nqR8@Ipy&d!4HAonv$|smJM&W0xEURd=31Bpv?+X z1=uKC$bRRt>GHeSELtf8Nr+*}QCbpq}(;Z{wdat}hqYeEs27blfG@4eW z7Cny`Q!S<|&2qcWxIUthuD4}b_OL4R^)Y^OAEO15N1l|mPe-^giaV{Y)V~NIe(V#L z83Z%Zpdk|d*@Myev|HOaV2;Z<##z(*>9(xX*7=p`5d*RNNGX@seP9H*{W=@A&{b+2 z0onF>0%dU|+Jzp#U>qCfECJwZHI>cR#OIXM)j(-;TCZ3^u_V-EYuXygk;37p#CW~+ ztHjglZUbmf&FgsiTcJRicoh$Cb*YA&UjmBpE+MttsGE^`CVe!^YDQk6r3P~MXp4Nd4^%;ePm`J<+is6^p8%zMtBF?Bq}Yc}n9zS@c0Q>3gwm|KXkz3$LDOka~rQQt=XVsGiM;;>>W*%TElc|63bJwQbU zb)dau!I}jNg%$J0s(I1{1R0jB;i#QRy+&j`YZsyP9L9f#OB0P%d3XnrFT9;56RBH~bPL^D^*NUJoEPNyJgruV<_)Fb3 zAhkQ-V{{iNup5-^r}=ageC8`Oq!2J?q#Xs$O@@S711yK_!^AEqzK0$#Vl-~ITzW6@ zSn#@f66_75vMeUOyXxPBqDQ_INFRn47t?W%zc64?#_0RQg$05qCkpD{`U6Q~&tGqt zxjfb${Vumj<^a}$ewrk%yw>!oYBmBo?KC;2NPS!v9HQk$uBQ!~1DZMDi4#OaNe_tH zwF)E}Ow3xwvXngOZ)KRQ;)H*52vpViWEcrVL=Og!eW;aGa0k!eUhN|Rcc6AA#8kD9 zi|4&Jq^`?p3BkT&(yWUbg=~yS*h^(Yg+KVZ``&I*V1XF}QHD4bRo;jyYu@5|b;GZD z_n4O)f7`idUgGP3Vj2Z&zVn~mbD0LM5+ zeMhj-WNR}g`3hxNzeXfLaI@*wZ6hFP64PaSaTA{jG4^5LOR8x$@uGPV({?d0wH?}7 zOq@P^d6gG)&hj3_RUh&Hlc)*uAeX!R-ASjp3(DXB|2PkAia(W_}z=}=3=?6Zd}yAsYEd!DD_+cZ|(S` zr$CK92A!-L__U;$#-Fv%-ukA-@A;p%v$rc*Kj9+=1X3`xs0*tgxvPRFy7Hj{1qBOJ z4WJ(fhN+7akp2bkhy>#=yT){0kjFn0xV6p?1{~PiP|V{mK;>@e#h-Cmu@Ccr+>$(n zliV+Ucsrb`B9Yt@3X-os62G5Hlp7C*X^n?F@jco!rtfOwz20dDll+Uc1dIn6iLXen z_MTOwrrV&BY@cHL=P*3xI$AR?;8TMiFYPV!EA?sqblASEI3un%$&k9ggStq3I^r7i z5X~bXdH-nBEYChPRF~W02rsvzPcqO$PEsDv)v2fJ84o<2OLi9J>2RF{b*241zcFs_ zScbl8HEnRn$M-xk=Mk>_1?KA(b8l-W4FT4Jo^{j@&s_M!j7sHxZRL0K%X`Q6%6te6j6@J*W0;iqqYXO>deq&d3xnUajr_Q1KU3_nZWd+bLQ+JiV&&Q2@$zjai*xP1! zq~XPF4<{R^%zwVAoMxOnxqiEiyK11#rLM$CuT}nFy;<^kgi(=@C*H}QB)XbWIE8D} z(1lUQAq4{Z$DGOEo;%6Wi^%tW*uF0n}&RV63N%U?luf{z1OM zVl_4#EU1!tFW-uIg56dIm{qJbt7P=QYhd+S`*CmadQnrK%8ZZbgrRiQsb`DPKi^r6 zXdSgsDcN+bGiieUUE%n3SK?>6y?WDx4SUk$dPJQjgG{FCB3xP*i5O6v$+hF8POE3qe=?v6F2Z<> z#PMP-t-6>9U>)|Qd`?6L$@;u_q&8-KiYD;`G1JJsfopA#XQx~<=K#G_R(Hg$O^T$HQ28s)c z_-9MawJ`d#LGXCMGREfA@vw>?gG`2#N(HjDuWA$=jQ|qIwh@&qs)G1mN&l9KTBCpJ zjYY76!mISEs=s{b+#ek|s^_rW%Gfc_)k8iBvXozXw}gj{gHivFBODDhUMi!sC!bv+ zUIk{#9qS{G&H8!!m=7uinMfsc+0aRx&&f)+W(Nh6Hp{cWI4%d_k#^{Or4Vh}r%X{p+j8{OQgg&Z|*|a_K`5hO9XU zLOWJrlJAYnyCg$_rrj-jpe}Uft7f%`K+8^PZ^yR6>`$LPeMii!9JNw+LeWzVL|7SA zm}HxX`)2z=KoFEF~m4*1s4XOFfeHyaaYE`mL5P=*cLB<1dhzEM)h+9s9xb%=g;-d5s&3JPl<)1FHZk zrh4iN6lx4^ZR_4hnEJhN{6atVHAmWT$o8H2Kk(I%pPD~a&3{nWb(QMY5{$m7boQEv zQ~hHpu{95QrxfPSngIg4(W{xQkKs*zWi%(<83R>rIUEGeZaGQqw{5B%(*55BLk-q6 z|8`lW#=NuDR;%=6mXu&kvq-!tMk9?M4R2Qkf1ys0!m5@Y z?WoCvwjZ&^Sso6^r$OJiCbkS?*m@5h=Yg&9dYzCQ;jZxaD3+SQCRpD=$e z#`@#LQ8)o6MwmX`nDx-Iz7XnhTCb&8X-d>NxoLuu_m9ErVf~6cX%j~@V8DdiMtyoBGPdk;icifl@~ft<^xr$QKPv(Ka{9}^A$v(ZAJ`|kIP@nqhQ6b zuZo9x%85e{=c&ckH@h@~Hw&A9F>zR`w6pU%W3f^g6F7PnW**oujs<)=?GI}z>G&BL zxki!=`u*q*VLQ!GW!oTHD@$sgrypZrwWcaP41*ZnsanSIwA`hdkZWNJ@Jn~5i8hx= zzc+lL=eld3U50vt_QROW=(@Gr1FQ?hNkN8#IOf>>uCf%7*84g_8PB$V$`*%_YXM7dx|hVJ?wAR>mGSY6U!tJ` z%_w?R>ZmCL-cJU^w}mFn76#;bFeG7uh`OqidC7jYZu?ne-u;r$Fm;k*n1BRA<={+G zRfJGmvEA3JV$CBxuPQu|d(SunQB8wr83g%UqAstSK6M<6V4jt<`oG^llh{+lI7`mvO>g>?ILvCH%T`A*CsM=*7FQJ%qIbt<3E zPj7BTkKuaS+nfx%C9VAFwbTmgIT|k)lS1L}UlCe$ga)8mNq9Y8k zDG0s(!56T8f_UkXnJtbI@G#o;Nf?rog594}6YNHWi9Um;xqp;u*jm`ZgV_yQj?PuG zkRcNtx3q;o6tmMf^=sB(>Np$U`u+pq;uqJ~jb9QgRgQIF)c-v5>l3Q1r-fa*@7?jG zE_8CfF@OI!oFDHEk^jY~3dhHIYA;#C<*>+tM^AXT+N@@G%N=#X9G0!CWpCAM6&bs* znemK}pu80wavP|mOL%n>u}xcc6rT3sPOTA=RQ~11Z{9X(h|0mHb%d*n=oGgwwQ`R6 z9PwMJ{eF*8i&(H*zd3s63+{5SP*4V0Ftj`HVnNiwrj0RCI;bGfe$=)F$xJcJ4Pgur zrnvzK{evvz&6c%#>hNUU-cwoeKG^&cM}odJJE5wFqg&kLHaAi*(tZ99CH#U+7+;M~ z@G<=zIB6A$tkjI9$EK?U5_5&2S{N7idvItT@SxrQNT_kRVhyG>mzQEd`6If=WWF}4 zS@m37UN@+OD%-W-!H2WR5EGu>_A>|5)0B=g1r&YlW!T>2aI1!E1YIE*pU+ltnpF&{ z+k2Bd@X&o+5&@0@Bn|ap-3|!|p?(Yoz`)5rRnC0pp7bcAiJ|4un82<{IrXgo{P3~e-P)*mV&#un8THkhm z>q5}{qc^OpE%`y61?~m~o<%GvmL5SWtL~J?2a3RSkBb7!gYskJ)dXH<7_EhC7qowqyjItD!|TVgCtGL zt@Amy52ZRs^pLp^d1vk~$}E7LTBA!dZr5!ZWP_8m6)f)z&Q*qm>?5!rjFExu6k!15 zGiR7ub`9n>S0VBMZV~S?>tTGv?B-!vNDBq$=fST)bJAC^j9!v^w8%S`zG>P_NODvE z165UoDCp9JWN+XUS`^Dk67&@p$EgFfn*KibV$<)Pl6*RwYHMG`_oe$-b8n6v?8v4S zG_dtLu(ycCOC;Adrau5_r#IRJDSng`H~HK? zP*`n^9`7So1k?|or3vQ1V$Y6*i+&-dhOf;$$G zizLSO8zikCvu8fUQsrI11RD%ay(G0umhGj70xOC?kk-Gt)omXPTWIU(UCnVUypvI^ z(tB;SC9M@$nfzNx<&mdZ^j0urT=x7vJ^Au*t>9`QZ5bo)0Bv!RO@9@!oTZuK)?IU{ z^CoaBZMJVfnT&rKl2XeJUA0V4nB+b49aPhe^VC*dhfXfUFJtz|iOw|4Hvvb_Alv%m z-A*zvC7u6V2F*YJ%giJ}_>^J;6~j06B%AF6?a>S&DKxsg&D37g3UglfEfBS@rTpE` z*$gB|dj^X^Oq#)mHb)`YG1h#+jGG8S=ex|kmC<0 z`-MGxD2@pLb10m4^n`+bBayhO8@{5Ve!ClauPBvJ&ENv4X_mS9LadV|by>AAd~QW$ z(RREvhlU4QB^^=S9_r$Oja;rs8!WL!R-KC?K)LM8PJg7(%8r+6WmXPQN}T;hoU5c? zWh^q6@W@ZAE>8S$qpBEUe4KmEI`?lXnV<0owxV8T1a-+k<$>7!n|Ws2Wz2ckcwu10 z&RyPc|3T^Q#zC2ZJx{*+S(NPsy3HaNGqgP_hYmb}O;|mVjdie?gPAhwmEq%iA5>@}veO=THNTSLZ6nn@8hn(Gu$djC=fnu+SB-H97h)j1S zzZ1Rh{JGc+R=!Mb>n^2lgHYYSH^hGLc%2HW@t-Bs{?BrDgJS{xzXsFES}p1EvZoOM ziPOX?{Qdms_5_8e!cLffwA3hVV5s3KZ~V%!4V{!A+dlU%8XpcxQ;e6os%Ph1NOP&v zgI=79m}CX)cXd?Q)2M5`|%M6HWWPhuBCKWpBus$i8~5oSEB* zN0qvuC{nkypS90w4~yP3n7Xh+41I@Lb@7G>r}4S*0`Pu2#Y^^SAYElei~_5y5Iw{k zg|d?LJaZg!%Iq)1@k@ccro`jS(g5uqp44b@1^x2Uj3DZeF=Nlep75-r6}WI>mAj}b zB`voP+YO4zSp{I}a=hvit9HpseI?wqiwRBlPkm`1rF<@_7y2)tpxVv{<+iSNCKBsD zqroVu(>;DdsTWU(wIoda_}I3n0FN%CeIkBU)-uKqGAe-$ODm_B#k3&K#36f?A0G=E z3I7DNWk(Dz8*$XJ4W1&zZ(kT%M+NIK9WkShvGSci}XOesuaU(2_?Hd$2%2# z2hzc1MCpJI*A?bL5G*b&oW7uocCI$G0XKO}9;qhWceWG3wk(_FerBw+P;C8}`G-Wc z^&@A@LlAf<{l(a8V1`$i(h_^`AL~LU`L)>Zv=7Q7S>%?$byHd^%jZvdZkJKoz{|dR zMJvTIRT-Q=eK)mNg<_vf^UqG+Hbzv}03wFpnCS6f>)0WdZnldriNNBf^PaZn3270r z&6`{!mu)S=X3$^8`1&XF-^=)AkrO9Dgv7V7)m`F->9h#9Zt84@mj?Uad&Lluy*ixt zvYUL{Tuh+p|KaH@qoR5rXgx!B2{?4jASqJ9AT=P;(kURF(jXl}hr_@OjYvo%AxMLC zrveJnjYx+e`Mc+T?^^dOpIETw%zO5`_w!5__?awCi4k+dBzIQmh&i~tKfDhli##uP zgQ6Co3UkRqOiVe~cRVmttEbk^$DB1Vj-PJXThbmAJY&e>Q z=iCM9Tp0SHAD;d+FGkv2#^)1ROKk|(3X|Q=xkM(p&HOgNsm-bXKG0LR=Cu(mZEB1ZbGOr4S!*qL?9wGA4`5;_M zU0!NCi1Bxrt~?NCW@AHb#yl%{H-(=^?*LepKT8K^(%zkuw>sx8*ME=Z3zIODVXxj_ zVihihOD3kB15;XjCB9 zqBL~b+-?@k$Bw>Ebk^!`DciOTywf%ylE0lf$7!x6aAVEf$)2H!qydMEN&@Dqy~jQ< z|Jyhz2|YOIxDLp*S~@+4N(b4Oyc;^RN1!A9#uj3Pp55FV2q2U+{{!VbS+;Y@@ttH% zC5u*()m3hDJ8BIS9@Nm|1cKZZ%po1XP33Fe)jIr}vNN}Ro* zeMM=H5G^%OgcF#LgG9%a5L(W9e>+{Rbb4BE4R1_STFA-$0paJs`*fQh%M^P2SEjphF1rr- z#I>GMz2pptGkl5G+-LQN&X+bD7h&uhfX3(M!Ig#bTF!l(z zqohr-nliB=XLj5AhAxQTkLBf^rx%1-WztRmc;C)xzr}FD?Hfg{HEiVn>_eCo1C8{bayIR*6uR% zl%|cuO_AMiLkvVdtFo^)46W{IhPp|z{Y-10WLIrb*o;fq;8WR75j9gPkWW`YyjXR8 zeN`4*fIE^%IZ;HJk?fyO%z^5CRzygXCQ{CQ#B7TVa>zF07psJ1ZkQz(3ToxcJew}| z($4=yWj`m~Hxf07o8+mhQ4WdGj}p>J*M?h$WoVv*%?mNA^A%*6LyBGqi^}zS5*AE5 zA`u+@ximL`EloxIS;ezDSAo8aRWdKapE2w?BCDL~0EfSt~^p03C!6kovu>l&W!ukh6}SvuId%^W3ONqaavaCiX;luPs%$8{RU7#CQKzwl9jOd26~tBgKWvP7NQdGMJwGo3^aIe zs#1VY0=Y+Y!U2P?w(JR1E*chUi&l+$ma>h9+H`RGg7Oc~?tT=ATS$gTPBEe|-s3pN_y?9Wb- z?>XsgOWrU55y(%h9?Y@1()&R-FVDI@PD+FPDNptf7Ayq`LHZRf0+v0@X>%eQ#aJ^Bou&lTTksM{%DhI? z;gc4?%l&G5Z4nPH{)Fn9%w#7W`B+<(Z=<@}6-h5v_%e3Okm|Ea`_K7l*%M5}(rHLb z@$#MrDk+lLHe`Y@RPGr_iI`>a&E*Y^_bdo#Iokb67p>3U+J z$@jS=DX{hlh$TO1Mq70H^4tE^85FpV(?41Jrp_Jpc;oyUEv zHby0MG7kA3!qk!X?dPV(=jYO%0H|}dh3(EQ6|`$}H^aN*mgKuMj+vB0^K}%4(dSvg zE>Yz~H>c?PF2Bl`4g-wzAN(&eBr;p0EY~2>FiLsUPtD@>|3IY9*)Bhgo<%(WDo+E+ z4DQVZM6FYQr9#w}`QI}{m3eP9`X5DTUG=}pR(&uwFBt>2sk&k+pJy23!FdJ zJXK%#5&JUDPl<&gQdkDTB1dh0bSof75s-P~)|FFp$hLLIgBxZvv+u)?pMG!9fPUT- z)abp36wMC(;G6N&dVMCXF(vh?^Yw?l!BBSp@~3;5RrR}J-;!-6QZ~sTX5WcYwd)eN$(#?2}~& zTuR1+n=a3VBg5$>WXW-rGGRbpz@>LBpMs-Jay|cG#n6-25 zwbR?xqz5ArVl$b_5I*D*7IZ6YzMW?8D)87+RO}2%y(u&F#}mP*TZ^F!ZpTHr_N4qR zFA6!y-~rHa+8&fsSU-;8Ua_K_gDXcBE~C5S<$Xzpes<0@l24zRw7uITq4Vinr*`qB zQUmZg_&7hY@s;49^J?Zv&izv%cM1Ht2J(K!0#kml5oAU(=cAA)k&V_vo{dfK3r4y*WU(5)6(}INK)>S$m!Eq@oT76m}XAH7)HW&APGM+%U44>Mj?BiQC&k zyiILjz5|>_VORm|lL^R!Gus>zP*ifY_$ODw9O`Sm z5+_!@@5#QqNh5juYZvUg9r+Ya9CnGSx)Uvb9u|XOV+dka8w-T!%a;S%wfsWTtbO-B z9e$(8N|D93x1|BUtn*{=Ht;q8EeckuK#76A;zb=xZ1KF>?A@7g>n9jl&>pBJA-88r^dEat=qFY2VlQD-U zd{A#C91sR>_c~I^ROy0$^7-2>fZP7kj<5NTv__6n|3tFU zwFYl1_=Zo*I28$b>8M=N7L}-yi45k`*0S-5j1ZBj3`=X{D!TmI#FxIw)@x^HPbOqO zFIDc@GWAu40cr{xH!|O*F&U*7AZE5~ZPE?Wm)4sFQcBM}bw4Yi#A3H6-BO21zVJ?J z1%fWrkxqjNzCY55#V#%u*eQu-ISFG0@?ahX`cNDu}A4#O8EcCFm$JvkUUDdc>}Z*X6k zS>G6CX%%TpiZ4OfE4l=%3f?t(rVO{7q^kK+<~P_{->d_8KXZ0Lrg8i0h6GNpdOk=V zO=r2|<6Ru;A0oW|26{yDUZMQ2Yy;kefyms>bb|`TD#Pc9{4~-pE|$t=`B-8FzDNf9 z*PAm^LVh?SlvOIyU)MAbHX3Ls+Kj)jW*s1i>SU*g2?}&Fc7X8bZXK<)t05@=$0;0c za1Wq`{OBhAZ`h7w-mLt;s*csD!v8#K zt&l6s#{JPr7{#+$j^p29{VWAxbFvFS`TX%)vhzjjv zb=LbIL`}kCDfP(M)!-Gs6*}0YsKx`YxH)`08@5*nSa`ZNnIkEgn}Xz1YkLFW_Gp8w zFI1^K6@S7U6(aIbvb<4*O~moCrybC0?INf&#<%g83yhEDhsIS|cf2RI*^w$kCBVRb z<&P)iD%AmAY)NvU%-`(UbQPqH%aX<@E##h&+}l~q<9Jb`|I9lYFX?Bh28Se56Wv1n z`So^m2-cDT$7ccc4P-5%h;)%piQW(ENd|Xrrxs-mLZNhysoA2mTt;l7ge)QV4Z7^u zT6Qb>KlMcBlc=_sh11Bn5MEW1gy2D&T+r&hPX(O?E*a6$GA4?dk3LS&8#Cbu_TzDB zhD?sB(=E!JyhNqi|7v+&+k>K!WAsuh3|7$Lkp_P`3JKu_(8y4Su>tUIk~7GVaLg=2 z6+)xhUD`f*5za0Jw5@gi-t=(?mvX(uL>xdat_lEkV zc5FRrOAgxNG&Qa%AJ8Rl0^b_Zi$P6({0dj1bMCvSM{%mPdK0} zEiJRl(tQ^mgOpP9%*C*tyszQ`m}2?lYU!0*vVFhsE=Je22N;TZm*^H)|Eo^J4s>Tvd8; zyax>#hh^oj#8v4GHu&1fmrLGn*Y(lspZ*{Q$7*QfC=2|4rOnFTY?TIv1nM_YM|@)X zgqKM$p-d(tlZf~wQuHFBdZ{QfTDFhThq|Au+s**2Z|Q&wMH2wG_3 z3EjOd1ChNWEifR9j)*tHkMZv=EAeL@IAXd=Y*2dU5%R}WQo3BHm`tfhXfN4+BfG}! z-96m^P+M!Ig}e zK)tjNL;;zit@}M737*|NHIVmbrwr>37OiyIBepx|cvBbKQC`T#5i@Iu@>!`WldFxV zpm=aIi~OFJ%~?2O7A~rwiwXIM93&3u3-I$s_C~w7t$Mu_(8-8SgA()T_IFJm`K))&dGiEnw=dnP;LI9k&v#VpOJ(T%3F{@V-@)ktt?8oIl!P09=i z{Q#^5Rbp&(Cu6BM)7Yda73BC_j5wdhTNC>0_77SuTz$i_{n#t|36&#OnB27ixui|5 zD7tqc`!4ts^JDHdCs(W5zsQQel87T6p0oBLQ>1pn`(T_B8i2y4Y^junc3v52Mx%0m(#+dP$mxDudWxu`S`B2;&qhu|M@#@oRs3VdvXuW^c0EUY*7?GBY7;vDmOKZgjo$MMidOoN~r3zRPrJ^LyUH)3Z z?lqpbHc4;IzhrZphJ$L}S)hamF{SQqxB-S762LI+&r_tC)O%5AM$ z=4$L%9IdgP*%r=HpC8YZbBCXoLO$A#mDrHtRE*BLd186Mrqqje#gCK4V;ION*+$aE zf{-TL`e&k$m(9ycTJT++FJe&x(@!$$qwOq0?^DgJm_O3-JPe(cIZ0f31>%r(5w2iX zQ!<&cBJ&+Myg05MKgILpbH<&jx@RS6%ck046h`Q3W1YGtC_L~%ULEk+^F%ho2$|LS7M$$F1n)|BQsjx|rHm$ZZrt&|IvVU?Yi?|n_W;9I}d`xy_oq3p9PYvjIz&u5<4 z{;bSCl!TH}%xDY*jC$|&`*a>>_-kq_b}*{Q-&CF`H5Fd3opBv*XgmlwOC?|3KBe_tJNKM8U4B zbGNbg-S00gd?~rSI<6+=CQ|NcR`6LnnDXw9xMbZ+#}TZFYi~aBkFzeHsfKgZCCB?J z6FqNR^hBqXdR4~w`trJWb09~tn(#_3f;Z{U4s$GCn7ABNsY824sA4v7ahj?K-^*(8 zKlC0R{te_?&p>O^FVB%`ay$}8wF^1CNh19(fv^Ios_9hbp{Y7YAuPiaA(A!nSJ$I|-oj*?V z5^K+(-U(HGOUsR5wgg6){Q){M@72NV8jOOJL}dyRL(@bP^TL2U8D?y}ERfW_&L)>_%f>8biHy#V(SQhD!rBEr zf3{cCmBCVlPL~gPS+>SNgKRH%_Wn5HrpK<+e|aF5!RT5CLy&QP=9cM}#67M44}|#f zAE@Dc$lXS+EnQ|akYe?GSO1yDq*hhu7u_oj!* zev%XXGv{}PgL)`+J5E)X!7UCCwi#TsahdsnPWG~o zOkVaVi#cIEv0uR#lYeWtW3>LYVv6gXn1hPV!hCG10_&gKb*8ns-<~f`pIrxP{b`tXpBAkrAg>1}O}Y98VkJhv_;$7h#xva2 zJl+~ol57!Oz5kc}DQ(CMf4~piggMZ?%Wol~GZ4Ntv-ydnW`(cuF?0l@DBzc@^>mmA zp1wd=wt z^NZqW#_pY~!B@r(Vr}MYmdI7Ck`tIW#arq>5Dj&gG^0z3RC3rm=@blrP~U<&I1YFa z>?cc>q;x!?ayhnmbjmTTMCAI3t|L>GBSbFwL2wbNbQ@u1Bi; zZ(?D66}A*PUE_UEJHQcRpe|uQiG$S=6{sc4Kh$zYko0NTo^^8rRN+r<6w&hMGWQL9 zi&#`e0y2jcKCXNz?!vbi+`Rc%Amxj4EI$xQ0yQ5u{o$6+JA~W}{VGI6U8__C58;I8 zWuw-1mLw7W+yr^y{M$BB6S!cY8c~6&qy*&^^ut@U%?>=;d7*@VgcYM;AjJv%G&ii4PKPRiG{ znYU(m4|0{8Hgr75LU00iQdFBO-;cyhF5%e%$~9-hNAjuc;GU#Coy7-DV4Dd^J4lhy zggRf!H$f+Pihq85!d)x?MoubS72 z=+4LIjU|UAa#FUXfxS9mWW3Pm$U*<4ERihOVm?=A&%bnE=v z5d-nqKw!1pGah^r>^uKzclEv`=SekEzUFIV7ZB>h0B{kWZi~z$AZUsxD%TE*;DrK; zTgd~}&WcFjR83WcV$1ZU{da-&8chnc)Ck9f-w$u+)jiz`)eelwCr(Yw7a}XfgioR3 zX(KUtZR1K%@}4%=3mGSR@c@PJp}#UbIJQKEPD|5y-Um8l(er*dTCy|8%~J1JDR<7x zx%kGBOPx@8#h}!hbT-){lK3X!1+;RhbFPR;g*Wis;l%YWxfi#b7HsHXMQvWl+MsI3 z<53xKWVo$;&;a}j4-B}jL<-+LDJzHh{#8)Jr2I%!=C5Hj-n^uv_Xv=S;SKKBR^iT# zr0se+xj2QS)O!ga+EyON?`e<@GRgi2*g#&lB(VVm?f*|iYH+V$6?v0)a&#MieR&so zD0gnEjlUAJa?0%(c0tkff7?~cS>M7QTA6kBx?er0mjhC)d+5lk-%ZMGM^a(F?-l7s z7ge;_^C1i9JT>t#?DMZh;D78iL?!LkplDUyMYMN9(8$2k#j&Zky7EIsI;{VeEo+*2 zq*S4$KMSo3HjN|LfffI1QbD=>TsM<#bd%L*se7@h;rfALK7t*&Cxo{=kg|m(ZCR7% zA(xH$(szAzGArGA6?8D&lhg9ut zUK;i}LnbZUSz3&S%~d4-&`zl(4<&7f3!0=c^xw{LKAtTWJ{DeAS}G~0?cDM>{pz`B zs8UgYKKc7C>?1Z0W<3K#Ns%P1=V|V8PdH8A7{%Jdtmv&kDxSny+)E4poU2Ioq~5Rm zNV7QL9r;-#R_mXhrGb}qj>_WB7Ty_xj0dmO(S@?rsP^wpc1lLr%0pka;2lTWY6IKX z7DPmr;}Kyb5svHeq3YO$LHM7}4mn8e>SW_Hfe2w*{@RkDOXRaIIk zc@%g+@-(ImHuX960Utao;A9bPWk)CsN5k*s%0KQMFufc7invn2WxtuCmo?TA!u1== z!b=)SQ`bnrPw}FN>xBW5OjtK;TkNb((khMpVqAksI0k&-2FPLMe|sj_^nGhBr?zbL zcM;xzKjlw7qw)XI7}?MbAw*Noih*$sOt|du8y}o8qo3&`vvRIXMWA!Pik9oX2&ivK z;;T&J%?KcxDeDO=;W`n7nvOU&WR*}9UQc2aE>`7UU`lB+FAFm*eHEFTd#<(pQv6bn z^8nX_$s;H!(3$%^hp1Hm9uFw-YbPV<^B(ELbO8ke5jxYOuxKN+g3X9Xp+knwWo$8D z9l)(%e@-Dm-p71dJdel!`QuPN!6@779wg)sHFZx8{o)+M4(m*bJ_AO-A_s}+8W#!( z_ft6-mZsQQ4AhU?A4h)L%F9YVCdwx$v-nb;ge)b5%Dj~3t7EAQZn)B1E<7$7DXXs8 z5{@6zMR`0-di9(wgB>eM|8UDrX+q{V4je=N6ByJbod+HM6m?6R=!V!XQ zl%Jdqf=0E$-bqmD8>%28c=7sXhEF?PU)hj5#_Bs|O|kk{+X#`N5*~ShK)LBXb?=4^ z6Y;dnw0TVrFpDD&p>E>Y{jn4dGmW2hiSbY=czAH*&RLlBeOL!Qj434t>HSTw zZ`&B9%^wdMJ(~eedY%u3GcczTG~jzqf0+L6slccDRge;a=2;glmcyW1S5uJnQ4uVv{S+npra7I^`)AN25sE zaA7I5k^Q{kE7{h)?ut)jB#>n$qSgR{TNNOIbNZwRk0nEo#B|0?Bc*!4>l$u*AXQoFQfTT;5N9Fxh zuLlK&W|b-#)L139H@q%}{VrwU{ni#>@0~)gPn+o79Ek=R6VdNS8#DOS3dyUrl;rMQ zX1*NIpO|Jv4m1l4{rkH?cwDx?=HS?ul{lgOV7R+`Gtj=+$Twa;ai8)rifjWE3dtvW zw9sh6`IfqaPSvJu&frr#UFZaD<|_4V5n1xmDIYx|S@AVTeWQdMWD-7fev}iNbnWx(qY4N=J9`p*GoulOY3}LPlUzc# ztX|(a%VQH5AE6`&rDG<9lS0oyU6m#~N+zvb+7{ z(bD%VuwRCz79M&X$tE2TCc6YC3+RRbZoPXtmKJNB3zqRycA!HnH&9Ft!B+(~n;AZq zm?p?m8cXR@n8yH!tqqC?UYSSI~#)5zsIDR%nq-_>7_F3m7wdH6w_!BQnX_wBAfy} z`QhZVFSI-mXc)7weB7dl8tAw3AD?A? z4Qx#Cqg)>-Z}WQ*Y;QUgi!8hUP2Ltkb;6fUJy#O6V^kjQC>v>ywn=WRe0}EsqFr<1 zv-`m;^IL!#LVLLUhTTw~;OT^ikpIqCzDFBvBbY4&!-5+@SpMG2W*h!z&@mzn8U#o5 zGeb@-5gTrNow=>h*TP-6$+>M-(KMJm>8GmMYho|lmzWR$8>EEGR;zyLD*%*2qp>l$$XexgQViefN5u7w1MX?rLFuU**V&v8SPO!O z`wt*Awa{d4`IwPq;QJ3+^D({4bfGdEQZONUH|FQsgZ@`e+n&c493$WS0H(Eb-^7`L#jq$S`()O7V92$orjO?Y=kMDVmMyFSY*+kzzg5Ajgy33gJ zmDtORlR;X;Cdw_cVX;k>{b!LwJM%SvWa*CW(?4G7)S;KBs7%5!aiMVBT-A$wGP#4v z*wdG+2QoU8ODon&M}2zRKkr#jwoQS{)~?5!ufsqh!rwg25Ye|r)x{aH`?@3FTIT(j z2U@n~^3LYJzMk!R#+F8_yC7D1b$2$>)y#5|%LBfrKaq%WFEJOD=YNn>H%Ln$ea~Hf zaXo8@M{T~&OVOv7H^^+r8oPQxsXEg!Yh^`iL><`}U{`Vl{RkYn&CgJBoNO!_C?;TIJq=! z8UM^?&dB~TfUya|F|RlsF?L|_&9Otj(fxBd@N?DNY-w5E^`VH^Ng3hs;6I}$4&~-f z+2NfHAFv(}VGC>CQ14ym*!0^f8Wq90Xm*<1Uu2UZ0m1iyp|95^!VLL z>0Q)}8vz<-RUk}?Q`X_w2)rtzH{kV#?L@pWWj~ym!8YDzeyMhl8%p=vVN}-MCai7Z zf)pr)#RGHcn5rVIRvY*Iu-S)+)Y)8u?@t}WO>F8>wr_PQnRtm@_vjx2e7b=!X2V$I6E?+JbdqmXouBM$twjJ7y@A=)zUA)v`F1R@|FV;D z?j$4D-C=gW#^>MAV@_eK?*W_NppTXnQ`SEQICWl5)r=1;i!Rit{ndfJqlXl%oCW{t zzBWo5q*XtmAj*CDg<%VJaM1Ym)elx>95`0%dT%;u2SJV+25!KHZ+E%wc8*|vR<{+_ zBr70&wR?*I*%xQ!1RA{dDFpJBbx! zc+MBR_!hV@sH>(E`XJ%m#`Zdm1A(JVKR4>Z(wf&Rwocrj+x5Bt14tUqFSRWI5sKaWMo)&4=GK^cg^OCPZD^uL^9G5K(*uT@nI8Llnh`?pf!8k9rSF^+`(Cyw@d=$eT+j{f^r+5}U-GEyHf<+xGC6h+m%J z=z?0T90?{Bn(ta+<{h)Kmksh-fQFuA+eV>j^UnIkwbtUuS}ztRcv)=1(jq~zWz1pM zyEd>xe#R)4-=Nq{P!Y1x^D~<8XAWJO$Zw=WnI!jbJ}!0~65N%9G?O|7@OGe0em+s3 zEeieBb53tVSqK!K0dUChNidXge1Or{?{lquruh`fHQNK>uQx*8u0~JY~(R7m}9Rme*(} zBeJ4R!oOmRRL@*lx`4YIb%r_VVF`)+0?G{JtwRB`z9YfC@xi%R+3#xkZkF&p1YY7F z(L=3Q*0gN0$2&JgKIOEcG}<^aL?y10u-lGpBr}U0SI+(*0-ybP4pRK$Q9O|pf-Chc zyxg9zHd@p8LIxj%z)2q-Q1^9=wUH8_khaQ$Twm5gdW0V|!?>Wx8J)mrMKU0R+$68fI=45nN^^lpCbDgPRB z&<^yu%(q2_XC7En`M}Ozz92!V3$wPAoetf)!rqc=X0`W?fU15!(-xK8yjVF4wEm=_ z1p<|?u0ekEcjg6R}PRQP~Sht=S?cCsoL5`ZJ) zlwW<>)iN5@d(KxQT z-M?i#D#clTc4^+fI(AC}nv;)EA`u?SRWBd(Jm*Cv_W1%@2%{G(?4+p^-*fH>!cjRY zs`jXe4c?5^1jhggCCRw}h8^0o4%H@@OGWQtcn&Z}!kF9WzKgaQ*!SSU5qj+tCj31s z4iEe-FhS|ct2UrIvQbh_N6R3Q#u{e1<{`Nwn>s|w)zdzT+qX+75Ys!umhU3R-`S2ZxkRlQF3VwExR*sT}SS{)OrkH zmFYy9mSjXiep3y7kHM#8>(g|K8Y<$)vt+9Aa0HJttU%TB1Z8zQI#R0@ddx3D!Xw9h z0Q@tqMfD5#HHFG+PtC{dS6Ct8vqs7=pgE>+k`)#h-W#%XFqQjCNTEHLcfPNB)rsLb z=hiW4$m%ahK`q-v)>1R_f8=@_pVWN?CP9+bjqtyv;{?0SFKcTTDVN}f@B(4J%qAPH`dg2Qbm z;CtDQN+d*XM4Jxh`FN)ri=SA((FXTXM`{V1_R;nBRsI@S#Qa;&WKY*#e~SMMEh$$e zE40h4IP%DdKQi|mv?$fZDoQHo;r%Vaa!fZBCK%T0#p@Q__~C-XT1q*G%`8w?alsac z5bDR^2IO%sX)z3ie5>GTlr>i2S6YXvj-(Z~QaMl+hFNz#>BB;8q&)wQzYy!STEvT< zwSux&2i<(bF|A22E3u+U=Ss`O44r=xPui@77`=r%XhXn%oJB?%t(8&7A|n*XykpzT zW@{FH?BU-6^N#aLDihrnnC>{GV;H22fp3fo{qWFv^yOkyoKW^_}zlwMzbwTXDp!65;7r5z;P+%Cnnm?m?(CiC6NU^ayx?p{ z``S2ISUUY?psVV|8oMPT@nQ$%Hm6xt@q$RfdCOa9wVKmnNBP*Gky57#;Rw(0?psG7 z(^tV-J{Vml@U9mOy7&2=|9<}x8hoPFOq0LLeEuliC_&lq!$_&7G7K%*uM8`1kF&#U zxEZH3m1_M&G8=(&4Mg~mM2}~`ttV6CsxZ8hj*QVDi=3n#unqb!U?@UfVAA|rCgh7M zCzbfv?vn`>8t;@9%mfdP4hQ;WCGEg7TerOxI>y0tjkO5!%_pOIB~sHLCsWIw$Bo)n zB(-`1Zg=Gd+H?j>T-#&NB+#@UO?vW%pI6FwLrU3Yy6VSf7;lrv0&=oFZ7H&A(D_A| ztPojZ}Z|rCE@ox7+;FT*@+1pr}sWFQs$XEKTLu699x3lvNe2IQh}~ zBa~$ALAE)RBbm{IlkQOEmMq&RIpCv(242sLC_YlfAJfSoh|nbY=_*~uYts-` z*xvH6-s~8ap4LK*2`H@k$KHfz< zJ-vo6s${i={H_pfO43O=%@`!dhu+aXxWikkTp?ks+$+C%)&Q<_>47eyh0&wm0YzM| zjW>haEvfQ7hc>QBR7;KLUtVD#UQs?Wq5vW%{fFv2p|n#`ryV*Riho|P0WN`PtlcU z*UBkjG76`#L{w+s`B3rFZIeqAJ9!_g=be)c+Fqp68KpvY8-kdeLNce|fGrmk$R~)e z2txIyYyM3Qd~Y8)b>RwFNbJiwm%f=Yllpx6?#fh&i1!o|K0Biml)01EyV>eWSszh4 z4crD$EfCp?$gVltSdKQWAbERzPE|8>-xK@F53_{dIyKr@+VDy#WX^IIOoV>mGgi8! zA;84-h}mq(1nzY3;6Mdla=&L+jJw^WKC6|%hp8#X_3N*B$4D9Zm0#;UN-do?XMO0I z!4W^PxB)tsaW;&T$b65|$ocG2_qj`Q(vk;U_xatJ;R4?wxF@3EJ!-u~w~Wo_;9+V3 zi2tlQ08$pJYKWMsXl>@-idYOs^XlA>t=oIw^ifPgalhr}0*iKeMWOa+wFjpIlc%UW ztzNP7KG*ifbs`8f5&*{DI-Hd=AF7x21PD-jp|Y6o4y8y`vtF!PBoByx;uGq=)&^NG zJjsz@va`mC*UE2UBe4&m8H& z?8i5DRxw;xo0K~Uifzc0N!o~%rS~XR*qu)ooh=4frqRgVlnEyo$|ZUAc9S0;_HhTdn4ca) z_ekV@#1#$x22M7HIFn4+GY2#WLp$P_`iWm^=G*H`X3fGumbf|*R@rurzedS_Gq2iS z-%Q0SUumGRHokOl$WD2wRDI99Noo{il+|;v7=%E-XobuW|7fhc3by%Kir4>DHca$p ztiAT)9P%+BDVJsaYUQxvwuTXXaOli5r+6KF;oYXZJuqU63hqi{rwSx$8MYDVmb9Y7eAh(9D5kThf+<<@`8X zoupPRCC;AsZCWfnC}aXPP1bznKw$DmU-hC zZ^46w!mU8>!J4li|G}tWJGN*}Q>L#h8~B|8F!i%0;D~*7QKRua*kEnkaDaoL7?OHB zz`gb(wv4-G!|>>QNlGU|zoRzBh(FD`c`o$p8|17k-R?BjC+Lei^i+GZ0=>hDlu;a- zlCFD|mY6_R&iq*#_e%e{Z3|Nu2~La*;jV$$jaF?petiZP7KC{)>-%G{*tAt|ORZLE zL`^8+`7L+;AT2pri#!e?jlEENTjN7$DFa<>#lKO-DGnUh7xt|K!DX|+FeY{<;cOuZ z=ie8-T&4CFCAsD176GPv9MS8a=~>6M!E1tFD~_%LV&;yQ7s_yRem-?I9n3B=d=~Nr zW_rd_mzxQs`Pip^v1@-*mzm9F;p?VrXCdW4BHea&x8l6pE>kqWOHY<c+#$sx5OCRL7h&8R7BGF=u>FzLc4ebtkk{h%|Dj8|VOtx( zTq&6Axx?}|$~`|UyJKokGer}K>+ebV7wh-&L3#;4_$@Q7{cLr%6DBT18MQBY{-wj; z^TBxq))&mdxkm8wQA(p&yxU%5rO2B@?YB3>Zm_5C5w7mtMJ%#zpF2*XU+#_D;J0n> zaA#c~84>M5C3?wE7WqH!+W!?u@z58Uj4Bk?m4$gMIiHWxFDbETtUtfv4wH1=S-R4? z+#d=|34si(J0N6EpXclmBHxelf5~;$YkgZ?AT4ml?mL;hWtn?>JlNX1Oj~N;^m_cM znGcX5umQZ0*y2Uyo|oyQGpD4cL8iU)An!-j&rG3(!E@+;KjM8pu3s_jT`ws9O;i5+ zl}TFXef_*IQ+<8s4~lhQER41!#KEK=*m)edyHdE>?p@hVy1`*Ze2Io}SZNZ@S)JTGS~JQ*Wfswyek zpb71j%<2Dv{VsX$m1uJS9eo{tc|KL4;H~S@w4r;#**H_lh!$6r_C-aYxiB)%o3@5Z z$;8A)7wYuaW=Y_Y3wfVeYNsD`KF?^l$SS4L+2yIt&Ql6f-m^EheD{Sf zUw&G8&uN)6}@dvuWtIue+|%0TZ;eI)66$9%*Wz|tg#6jOQH`O7D)n){ju1s~;; zj;*-VLba~oNHG5-o3OY&v0jpy41NX8r-*xMbw3YZ7~fSa`$fg4NN1{SIHbKChh! z=m5Y&i5RrJ?y%YH9EYUGFhdaisU-{M?VdY~-bbY)H_JFIfz8$;bOm$$w#$L7IVp@q z>PKq#+f?DiWi~zDO3r#TV6Xk(-Tn1F9xq1gi9Hwcd&c{pY%-bbBzx#DQWd5opsPsu zn1YfO?dmN}B{f03Q@Guf`H~%g)ec_byEPgyx2iy95F5YrVfKc8_(F^*Z+9uZ1d*Wo zR3-^}W|!;ZpHGo|tIYz$7^5&zFb?XrL9Cut$VP7>Y3ag$#Hbp`o_W0u|Lx_gLTd@5 z<5$8Qmp@6#SIEw7c_gHq^2w4?DWm)qj}wRG1^6e1l^ULz_$UKzb}vHm;Dc8P+AJqA zL#AAVGv=9*NQ(nCg`Y=QDu{(Q-`Tg3D|1)3zCMH?%av1ZW}kE`IRtGlAOe;B1A+to zPz64*O;v$FyKznN`>M#JA)R{mvjNAvr6L?V#%nN7H4EhS#BcjnYAePC_2JB%>9oA& zn;I20un>4znlbA!0fCfDfyO`}Fy27km@P`7saU*>n^KPZWeM9;o0h&4DKepKxTAB4 z_NHmF%gvLQfM@eS%&7>Aug$1T(Z*nZ1 z%)sq{@XvOzXxknVrh88oDToAcwf(ZgKQ~5?N}rg>k}gIm+`PQZo$I7>pEI*%J2aPO zvv2I0foOF+$1rS^5D}XTzx?gsC-S2nD&Tn;?pZ7QF6(vYll#3qaQyckoB^v1lY4)fPPu5fW53IdC zi)D6wfB@WBxTbto9oNsq9WoOSw?EthMUUr|)+w^=*)UA{7Ldd+lF?-QA5QQ8K<{Uo z-a77jTXHFEbk3Y8|N6hz!qY=J;D7lwHm+<${|BeCUONMFR{$=4?qgpt+UW257ovHG z%bviWr+v<#<6BpPzL=dnD4CDtkTPhoN$0~d6n?Z!kS2Qr;kLsvDhd@G-qf@=)ahVH zK0hqysl(+4nx`0v=yR;uR(*x}_i#_w6{UiZOU+wZny~_mj`S#51(t2yv8pGj?~^1p zCXB@$@4wL(+irHMyFFi$^(qrJb}iq5)75x3`%@o#EScdPX`H4XTP~VIXyQr%{VG6t zI68@TKv#v00b)h`@3 ze%y{=VOkQ4u#BnYiypBF6Z~U}ZLZ87IfYLGb$vq3#5pPQHPVUw)j}A@jWFzCalct-~`7UX`&IpOx#YKP1Kb(-MzSV^l zKT83hTCdX`ofMhHS1B~Xol@*E?8f32nrgcLfkyP<>xI62 zGiUDOz7^aE5+uN&Lm<{`IA$4A4b}KKfN<<)?{Gy7a^vuVD3*b4+5&Ld=9cb3WjBm; zhn2O(nquRV0GX){L+h9LFOFaVS?=RannHsc z!UE&>(r;pyFk${-`S}n7&d<9dP~w@{>!%x>pW>?7dQu9@t-L2lGKgve@?@UgbrT{- zU837bIcyG;P7BT_k*IZ4zFaCke4Bc{ya)c;|(-l+;tR%*fbR zfu;hsjJx}_QgKayX{D3!I1tp}$#H|r0pq19y~=*=&WKP^K3=Z>-){bUM1yuqOHvw$ zlD3G;zjQi1!8Ym4ZF;ITW#b^960VCE79unu!Dm-e9ngXGhEKZ7^#rA9V9qw4f{GIB z6`XEUQJGoj&65(P5fv8Z6BC!0`3O?mUAy-Sk7frmV3|Wul3NK&_)NX+_x{EnWg18aquzUb*C$&^|g!nL&1MVC5Fv zgD*|#>IeI<)w1R4pdD)zY&h^xKcyC5ujVKizRr!5mY7v^?HmM!Gkd7fP~>nR293#k zWRkfL=*W%s6R1ZtPfp87gF7R94*l*Of*rD}Ami5o_lECP>^7{UEgjCya4HThT50g` zNL=F8R}d|$|CDxo@3-nHXIUu?#&xgn5j9>t5P`xm{OvFSUa2R^B4*`w^2z6BmfLTG zP3t;E?pwQd{0_|k^rGx%WI8vcIjmjJBzHHp7r)XqO0Q5u_!L69e%SwB4j!<_HNGWz zSol!+1YNAg#R#(XGmdR#CuTUZ^e)IQtzcN_dcIDpUqWC)=y1@#z|cl* zD?Bd=UpcTNw^7P9aoU{h+s7e+^5C+xsr9`2P=dMc)}W1PHvNq%#jZ}pfr6jk95gSp zJoP>V{3xL>NSeTPdYe1bk9?dFVy~fbG5sWO&6V$pl9swpjb*Y-;<& z*44SB%7|&%S%MnC;tYIE`|Xi9BQ3++#ksdh8wE>cFg|U$Z>~ZTxBJ_5HP}SIT)JcE zD;ey;h?fR$r2#zm(dc0F{KWo55Lkt&IdyumpFt`v!`W1GCx9QYA-K0>@o=s4yTvNU zGWy?TpL+9Nhglmg)^&iPA%s0j`E{!QT@YQu?LA5fZZCZ_0h;XUu1=~5S2dM|)UN4y z%@*Ue#RnIKQNgos2u7*~W-wlxn$_E2cwYMFiwUgxT%`N8P670NB8TzM^;Xw`tAhK+Js$5zBH}W6)Y6F!SZh z5||~?I-p1723Rkf**VbLs@$={PP5<-z=t8y1-zG?F4k^J=GO#aS1(=bzPR0A(TKih zvplS4x4M;J#0L7baZM_=yD#SpMxEZ*h=u(PbJGz0yT5(hGNt2exelc~`ixmH5a z^vLK!!R)qGsD%}o(H*)E*`c=aQn!y$lzu+q>OPkAj=-6-lFhq>)<*8-*?y|o(eYhA z-Hr-t-ta^T%i8%7<7cwAw>{<2X)j)O#oRKtOAsux&37T`)Q6fh(u0DW$1n)F1Ramt z>4Cnf_pfg4ju@u0m7d05G_78NC-aqKidl5lLvj~)iSY*wb+fvT8>c=>1l!uy+JQ~r z=TN#&*{66t?S3#w$4+$wFhg$A<9ciESxdlOUIWuG{4>j$TVb-FYgBzPK1vVY6o{v@ zND^mt7#g|Id4V7tZlj)ZUMr3KGR74?QH;gu!CT_yKK<|`(bFF+rmE=neb9X{5HHzC zAC4PWYAM?pfcX&ziPj7wa(p$wZIZ@!t-?S=Sft+BKgp}Gjyx*1@o&ttosMZNUMU4f zU}b0!iO}dpO(7odmlR;NcoyFn-Z%6i+f`w;@yt@IlDMh7Yh@Tlt12u+vprW&Aj+=t z|MfPJOC0GYS7(Kv1rR%b2aPGGP5Q^OW1DV;?wudy+hTvvElD)fwD1xM$+}C;PqQP zO_~c)@1() zQgvq-w9MT7Mgi+(^40Z0{@bcgKJ{DTT)>#+U?=r98a~NUb3o!iK2;h`+H00R=8OyN z8&VnZymP7)GQzo$;|r-J;gf#LY=z0m*k9_TPJO5xjEQRcpqW~n-76)kC| zN%y|@yLJLZZEAN@@A_oDDPC~(x%;EQapzZusYpA7Ed33f3e`r!z54?6!8_ALMFJb9 zruR^XM%Y<#M7jSx&Iv2d!0UGAo1GLiz8)Xl;mxtVHHi%ZoZ!T$$tX=o;(WIA;!IJ> zm)Kao8P(aQ02p}gv@A8!8c>=m#2^OP()M=;r0hP)E}#=u6%9Z-2;5rA0_O9-bqAo5 znAcyJpxllab}-8P92$YU_4;ZrCZv6SDdA;SHi$BL}PVp^BMC{1le4*saTnTqm zS;{jr8R34#5MdagB70ZlwpZW<)} zMoWl+6kC)ZX7b?%@i&xF+hm&BTt)Wb@#zDaRCkl?4)mP&3cmDe#tup|Wvrywb@Wl= zRf^n+P`UR3F*~{Q!jPGV@fAqwPNsK({xg-(9)jtN+vYf>nScKbuy16kOJ_Clae%bJQ_jR9Rg)X2fb-hYjPl?K4{+j-FT&&jEL@9? zCk7op=xP?vfEy%{Sd@1UNb_P69V7QkLx-&fvn@PcBCv%YB;+2oy)v#~;`CMl547Fw zgv0B@4P4&_cM{T=XkDvFygO!1isdn&YpQ(;j@~M)9uRVg<|esE6ZL3}oU8)EOdoFy znvPQZmSq;hC)cq_kOF-dH)$+8q4ho+FWg8=T>qmbH8Ep}VML#2Jy5c;soTg0o+Ah) ztG2ercpk{QX$bnJ?bNLSG1nUm#2M8cLvIx_Kce%T_c&+UN8Y4J|EEd0&0A+cvWD88 zOfeFkmiEfAWnT}Bkr#b2G_{M;^DzKo#@unWv89e#hKOwLEKSD$rL=H%7nPeyC6B1Ci zAhl3HM}LeQ6C2#oXR3xBQvG54-v_YkMuX7KU%8DPDaty2(Ucs>JzWBhst0{235Q<- zbyV~ZKy{l55}Mltda#U}-+TQQP@UN?xgijrF!)f+dso|}=+*=!;h|Bc za*Wb?QXfW~Nzr=&!|}DR^H$xKD#L9u@NdD{H%swtkw3GnMp?2i0LGM4!l1)sRv7;G zG|#6~{w&8JP3=2huGETnV&;;vj{#dA3$q+4@mZy;;)C!l3rDYhuo(63*8O#e9e|i- zN4odCjbNZA{FNb_8+EextH=7Sq-KABFa49vr+#|W2cDD~s#2kg05)}f_`l$pRHHPI zI*?g*YxQoacXe{_U~De(6S=JBemNhhuVTH{S#<{nP>yp7=k1UD zUw5tM|997FV-N?oT-w8~6o4EHFl8}g%EbN$df9$+z3ry+6>|>V-}ce}d*}Yz)#1}4 zrnAt-X`}}oyvE!)8$0n`NQcA29naL7>w8?*%_M{n?eI8rGrK7RE}#hWU%h*a_Sc^l z@l?4!k-)rXVC_sf<01z!S*jw*jMz$yu<_Z!Q=LGHQCi0fjC6C_VIxZ|$~9_~3wftG3gway94mzW#cn@p z9zu(ZUJFjUzZMJQlL8Gbo1{qJH&o&09zSVG_IxCHMMOM|pEsiY^A1Dix2AJCBn^7Y zlVE|nKe49T`zO#C{2J3;6v3f567~#SA>M_m`LnB#>=pnCj%n$G2vO zx@QGD&8J>UmuOY!k5rU)Ryvv#YE7YZFXiw7_%{4F^J}nIROq^1NVVkx`HDG~3PwNF zmrw0~|IBKlNklh$wECl8RVJ-?QSIYrK14mvLCyyltk{`z8@%YhJ<7GZeb5+jKlwadcMir{-ITViJ_x|u`z^2x9!!v*RB!`7uXFUoAn zeX5WUiUdVh3O6KZ+f)J{$;WNp2hIFoc}I?(X)_MwRyd5!yoG$fEIDDCkJ7ZHqSTZj zR}6TsmMNTxoN1XGAWGqds9E}JjI)=|+<=Scp@yrPHp=G#q`5er+HK{rXkA1M#rc@- zI}n9(M$j$={ZWsw_CxM^iZf02h@*4gPQd0WJxfS~(yvmG`@?gec}ke56YB?HT#pAP z=t(c7HXbln$#I-iYVkl7jyb~~I_CFN*vl5$Yr^Gb1jx!R=Hn_#Xe@ATTa0sDspKWA znWSOKMh`&SW+&f@kXGCPN%DiiN9@;64tga%M$7LL0DqPRw(Ej;lF$vmg3J`53$dt9 z0(54YusnWP_Wf-@+^knu83kTZ>+AJp2V7z5vUB7n<5O`ekH=nf zBx%RpSVzB+<5N6)Z+zx*ide8q(t@6!lzu?r$;*X1o#d9nfSU8r>mrltE(N}Iz|cCo z|6a=ir~KmJ8>ZZXh%kw>bH@eG9_CbNL3gvqdiaE6Pg{i|F1#2+3l}g56v{5~*frq> zJ!9BI%hc}~?~y@!#$1_@+{SL(Q?dL0vpJ=*Ccgw>ub*7EUzYK?e>geY^bC~dVkvyJ zWAOS7R7@J18=9i2g$Adnu{T6$DIMP|v%9i;0a?EVf_0vceR9OfxF7VYifMCo1Gz|f zq;J$c4S=>t;ruHo>kYznR_MlCPVXTdk zl%IVUFxR%{f8KTOG^8fFB~WuGK6Asi3w7_d5KW8R>CuSc;*2l8pOv|TGpX6QmRPrq zzqr}+eCf7vdd0|;pHE3|-<;HI=;!n!{gyXj{3rgY%l2MJ8RXQbmZ9-Hp^IH`9{zKi zUg)Vys5-|>=uJ5mdWr4RP3NbXIt6Vx;8(K^#&g7csnusr=BRD zjIJh%|3J7N10g=KpPJe?^#h_J-O0SMjG4Uequ%2+F)2(f8JCy><#~#W&_*)ho|bGq zM4I2We$zam>7Z-?!24f|-C@In4-iQDE8Z+elY@S}7Cy>k3Py3GTDBzY9CR6{|Gkjs zQ45Sz`xAq_)7meBr|ynF^iXhg3{RLC(0a=HK~w0D9!3UHV)Qdflh=YrKeVcQmBRa< zuWsT8QUl&He63uli_`ZgpL{`KP+<){u}!PhZ|OaY{eG>`rt2iSOL?cC6ZwkfzIaVA6D0-Yx0TElaUF||r_qhJ+0%$Dsee<7U%aojPrdzCjoJi(*d zzbPsT(A_Mve3CiE=yyzL-!Ro{c_c8ZYhK_!sOqEmPqv50D@s>Q6?@%|1G!NH{5L=Z zUP-!2do8jv*)C^jCos^#`1dosO>PMvMkp0-8oAPD&z`+*4T!`H5sYs zzh+t7JFP4!WpfMO+)4fv^u`o^i_W4vpU)g@L@Y<_l}DsjxdTkt_yi3yRmcE`_qaLB z)B7tTs(ry&`aHv;@fpC}OryE9D?|+jj>rITU0Mx`yy15Hh6Eu!S=c#dpPnns*YKaz*DOwv8sZiUc&PdvZBS@}Z@75eJ zl`SLzpEA%dMITqBg)nb`Q)jYQ2T_*utA_Xho0s;$KxA^W7fOB!=x(-Ild(o|U>!Jn z!@Ah$LyDc!{SIDvs1gjllv4T-zB2Dbay@CQp_CzEj1$v-74^ihw|>3EGb0;>F37Dq zYKpna>EwoJ{1gE)9_I~XRM({lfOv=-p96)s<8tkn4Dqct81{qt&xaG^MQ=}Q)aqjI zn2p07_s3@dY2EES-w(pPRqh`Sn?9@-tYkM3&C4?HcY!$nDg+%7q&7^Pd}!T`Z$M<_ zAbfjei*9Izm}rCVsZUyYjEsR*pR{UZGpcRSL&Q+~g!8wK*TGpQpZRor>0kd|P*F;H z3XO~>D2$Q(6k4LYmhPjeM=!~=lfBA6nFZ2D9uQJdLM=9x^$uVt;$iAa$Zr)*wTjGT z)e%)4-ks0!7M>EHJ}ohdFKmoDAC+uJWv(2)s;`l3;7+~-RJ}JrAq`SdY9RA#p(fcu z_V3bhR;jub66#5)>8-Kiw?g>!M-R%E-#RYYy%- zA*mo2id9H~fF`eA|JJM2ruK!~hU)OsbMp`I8~)vuU~;u2Ce?}aPl|qfC`xVaZtmLfcm8}+{qd)htCa^kF)<%1tDGlA zwkg!6e=YIOzr~$EF3G;5vXV6Pa~(1ISls)o`-O&xx=aAS1k`;0`XI>Y;3TPF>&!j9iI&SzKbk$WEJ);Z+stjV69Uf+9r z-gL|qF_qrNpqu>#k*4~2(!+}~HHvi$A6_zXy2#%jOtPIT&n9-qvKR4vq5;FI-M#N1 zblTj7*sP-rlIqYt-Haf`{l%FN3b&TF^c2|vNROzfV|()L$CC8Exo>-cTL1L;-RGS4 z1H<*%2C$1+ADWZd1YuipokJOsW{oS+xuEk0>3{FPA8iwvcg?bgHlDE4Yp0dstS6Aee1cW_&n&~z9^ZEfbjbHpj zKxO2QhlHkXEJ%ibQC}V4ymtP;K!SCMh0np8Fh9~3rVH9!+RuwFO_LRU3BB$bt(8ev z245|QPpVy$)9mn(xifrYjcze+{beHMFBAX3mx)GAF>d--j?N6JeZ5zu`DIGb-w)(# z;@51n>1LX6ZJNV-=#5WQ5Gk^mvy4L!PU7D>Ak6#cX=bzam(XR=<|z3a_aWgvKPXue$@H1Qv(1RuQH z7}87EG?sjtx23#RI{!F*a`Yv%6zTYq>1utXHLH8yD3%9cRUvD>f9yKE=8QC^iaE(? zykRm+Kn?ilxW{>QpRSG<+s0YZkFlOAw>SAMZ~i@>q}$uj!n1$=u}hKX@n!j@QO0}c zD5dpQ@;~!>Kq>@jOqp3q-wpHv{sXZ#_+18CI4%h69SnZ@@OZi?e<}Pn)0RzoVsX%r zwbA!1GxpXGB9f;GG`Aa9_l#n07#)cIv4ClhWDi<3Yys|y&E*We$o2g#GxxX3l6j{A zXO*w_7`jk44|OlDMg*~()2kn<^WeWFT^A7E&$j8u5qG?S zQ?b+Nu=2xWEfMaSzU$NS@?48HldSpv$_828dSx_X&MD+ONa5VS9p~dxM5ob9%NN!1 zwm<*m+E-=p7=6+z1_hG$JG_l-_uOY%yZ_PlvEE0l;*Y`Wxx-VUf6Zz?^0=1h|1O9q z*)D~%9BmB+oW{HeQVd-Q(XwFjS=Sdra~5vJfwrqWt2_%1MR%?_ihc|(g}fU5F->8A zM+DSreKCEv!~d;*WY+_Wra+5dyqPERU|^uPRkPDwAc%bTLpu7gOyWouD6r^zLq$$u zfrTuwRM+aKIC~eO70RFJy=7LL7z|wR8 zDnNT3w10FyQK#KepJrzyYmzry;Bwl)9+JPOb{Iz`Ohch+G!Ka>tqOgfrjCIO-oTp6 zW|aJ}@0SP9WOFv)C7T+&vp`nqF0?Yz^1eUc@hz1dOocV%LN-hZz=f{%edmf-m95v! z$uaTOh038ybWy_KNSze~M&QLkc4e-S1JpX$6!|;p#2VQG3pI28dBxbPMlz)7iY8fH z5P&u`UVDdR4y5;SjsMC?D= zR7zQR4eaX4EE~x2Mi>6Z1tH7E!|sL`o3LF1?LWC8I>|MhAL*1gJU&-BFMY}HHqM$f zL)NjosjJG+7{&i1&{WbXRc#qks;)vW5~~T_IW3iP1E|aG`fQ%CzE#H3&2Q&bdx@(`5uB7vUXa|WH05)GV`db z{(?)36@4JKExTJPkc?SB65<;cYnN&^8)sa>k&O=%^6aN!NCwaoeaREo&?^x&8$!xl z6BGRWSjLI9h3p8mERdRPm$ZR^Nd$Yi=Q9=dK7!}ZT;S`ip~+VXPr)8M6I7)))C_u> z*Q?WqeYKmVL%vNBO!(vimNtEGD`w3^3lDDTII3ig@Er{iD(mxNbb(2nI7H55V&WSp zl1 zY9fpln09_b5~vh7Ynjet{`Xow%y&7H5FsTJHWJl-758w-obf4=;3Bs~_YeG8GRSf>rk$QgVcm@C-kkQAI> zrd4`SCScx?!CWM`0jY7NCp?$f@wy?^5q^?!fN18w%T0;2qALJ@n)6j*xF53iEj-uj zYx(b`+iNNLJCfOEJ65Too&wq%e`Tex7RF$TU*b&gQPAUlp43%4O`6|fH=l1i^`AYf zkb^H>jO%!wIaZB1yK*P~#Pv@8JHMPaT>mF7Kt^6J_vR+*M$I4aQAw3sEPb5XMuMi0 z3Nk=R6MiIuHm-x^G2?EJM=*f6MfMv)|5Rj$FS7G7L>q~FI7AZmne2o(Bjtn>A1SBm zc+#G|Ic%PzG4<^MA$_3(QjToNvh$N%DaT@db#K@b7@3Tp35;D&JZ+i#LJy}O{od%d za?AZUut%cKr@3WrpZ&RR_;K2~DW+mJONT;VH@ikh*+>`L?8RvgC)Zq;Wvd!k7pi+X zhlwclI*$XXa~)4%Uw;ypwljZcdc#QWh9BcAaCFg`?OT!BJE58=!P+Jf{B0#ufBS$- z7jl~G5aR1T0#Zgr$fsBb#oQUqxTx!r2-C{3R>Y8)9>QKlQ@O2zgt=VEWXeow(VAo( z&m0}U7&e2-&SUoSbn$|t{lTUkseOMzU46LC;7 ziy7>EKL83fmB`yKk6a!M+e#5YYi}N%mT@`atP1Bli57|)Ag;%$Tvj%$7?8qEGjiAs zZ@Xf>0>12j=rNi%+8Bm#q6Lg%g7~*d7XImm7vNBNq^i6?IL!BS?;j*$)e#~MyVl%}X97Q8QR*C+|; zt!*3JHwyyiq7>V!k^Q{j^#K7 zMb8I&`2*^j*XjpG>;uQ1TyFlba`aqw42GXv3M5q}H4u@`#5r}Ue*i~6LwD^nka4E=*=y+{Oz`n)uOy;ltTt&4hCn*x=2h!Q<^Ir3MY$h(A>G1( zOsp|jrZUMMN*tlr4PT6N3@^dqra7rNL>R3X6DI0(+gq{y3PjSk);st4uq$}BZY`?eu@$SzGF&m2`^Lh;gV^ zPRWK<`4!J^S_qw@bYOmHJ%~v}H70}C1e=D}r~v+y>zPcrm~!@p(+U8irM^ktpz0&M5MO5{BQz4brH zl@7IZn~%I0d{JIUpVY(A6QjXFbM{bjSX=SJTOT{bL65H|%Qe&iz*$e3M7!YbkSJ4> z3b=f8*ag%%AT~zElR>=XLXSU!UDvRj96)zcnP>__q&5`|mx3elu_Qp_#U{x4e<2bA+2bh*l#>j@S+e z=*6zSiY|zz!C5V@(lug)Y;h^N1Iv61NYJg9om$?SY;pY>eEX^ z9r9|06wd-`$MZv7+Fs}%=Lfb`aq8sWKylh>p#s;(r(2`jkeB%Y*2fuBt=X}QmE?_4 z=V+}lzlaO^mY@E~F-n#C=~IPM;KXhG?k)Aw%qCVG>4@9><3e^@&UC*hu0n+ZlmAIk zuu{0YV@E%`>=nB8#pR~D;FIiKm)?a{{)7;@lGkYR%PQkPQ}Rr~0J}XQoK3VFTk$qK zRSpzLc1DYvb8}%0QcqC+x}Bx)GcCaBt=OMp%P%<(%D@R9;hxu7#Z)ca=io9eitXnU zWVgFotk>VvVKO`A%1)l5Gjm`L&_`4{o~j0Kx*LS+Y=?ei>``B(?CD(>>bpH^RRHnu zRiP6~k*M_a8Ay_G_6UR@_XsEDzOW9bZSKc12Jk7z^USVCL_N92Fg@RDx7oy|s~Vr` z*J!xZPV|zP12#k^srJr5gU`J?gpC9U&;G0Y4eX^khym`^!s~!irJ}@c3WQ^)aR#00IK5)|h>M7*i zMW0OC?3wT8qgVM0{~A_y>J+$aqAP|4EHoCkv$E~e9eLa1ZQ^kWXD-)(R7e1ReH{k`i zt_@Mm?^AYRxq!e4SfRDk6hZHw(N(L;KYL97AE>)0yZ%!UW6odVP+*esQ-sSkx5U3q zA?S^4hpeSG{zSC#XhGtY(&b+3zA*HW11l9O<6zYQJP2zP`69j9DuVr6M0>!i{o|GT zO9aK8eMEPn{E8|*+K>^Py^S~>0@*(=T;cdN9`@Yf4@4P>R(kRuh>Ub`#6BG?8KUs_ zk?hge{w@CD;R{@bJdg7FgWv+az4muI=+?22bnx!&|FFws;r+WuOz8& z)Lz;;dop(L+S?y02mF#aI+;iA{{;!4WLhmy%N@RK`Wj#zga>m zo|J9kKagutxE}-8ZQ#v6Qr68Lja!25w&MGkGVjJaCBl3wzUnt3cPI`?X&lCZSLS4+ zs)5cJ0~i_!d%8Ffc3wGfd}rGT?jNmv)FeLhP}WG^V@kmRTniM3S{236rF$O8&gSbu zY8zm5&=vcGOFGhf+dD*W}@x3F2TjIl@3G5qAI6xGz4U4`@ zR_XHHw&rhF$lBG`D{%I4H4WC_iO<+R^_#a1Ugg`nGtIkEYy3?UMb6#IE=mtKYCl{i zN|7PD8`zATNOe~ek6Rm^_Gf?lUT$6AHQC=AkIfxbWu;fBycq!r1!(ETdFkH!VmsDf z$5Y~8+vP$GbC({x?-A=<<9hd56y(*;5MSYXz)N&&T^NxQj({ImFWz`7v0VP}NU8Ut zy?bzVe5R!u)EIjA$In~yT!t%(dT{TvAGMr2H>0uj(blH@YQBfT^CRuY`HVrj6AI5h zZLue0w*64GEN<2p=bBPT94_6{YuK8U+%j!CN%LN-zbwoA-S%zR>41R(9o*?Z}wFY3Hc>*pSx>bVDG0yyfO#aMF$QF^_3} zVymJ2U7MGF9Gt7vnqF0qO=F_C$*XL#t&V(^o!3+dK?QdR|6WNtkI@6eImbwCju&ps zJWiy%&#sZr-h&K{2EBo&Nw@>v=w0Yl$BRo>qn+&7Jc{GhILBB+#y{(M*Y{fK1dL@F z7BGDF)yZOzLe_}TRCzt2?$*LX&?bR56J|bV#@OwfrD^ZCJ(v0D?LQYXN70+tA7?%; zrz%`^F_`1(cv;*@*LeMuNLVxeLCp5`!}vX#ln&JnX>}j>ND7ADXG4iaoo|ZJ~#m@x^tYH8A>R{@} za5iHKy^$~I44r@JY;74p_#x0^MGZNJ2d1Q&BPSHu4)n8KQ*>`0;e4%l*aj_w3EBYUW50tiwUh-XX_YdFF8A- z{3UaLv3?z=$Ion(mZPCy+(HrcBXKS6P%6Md+lqk}?5cM*t$V(kGNEnt1nvuh^IADn;`2fn7@I3D z2u8i^;G2zmk*v*WG%(`(6T>8`#yP0U$#(Ee+DU_BqNzlX&eH>Zyq;bD@k8@DfH2Fy zY`M3!t34-Xoux+gCpmdjU7H3}4$Y@>1h(qtWgx^Cc!+B)w=Br?+F~~lp{VjXGc{Edq&G~)uHCDRCnjnj+k&A`~-m-0Mxrh42X+G`68?c}DcAUS(lZkL`b?4bp(>F?L zH~445<2XJ%dn}$%C^hI@v63Rl$sjJmFMjq;DQsu*?rLr@qSia{Z~7e2dvlxl%$^C_ z@Oz%S-}fIVPWh4YF;nyZr!b*Lx^Vx2*bJk9+U|AW94+{~5}S|gYggVV_Ib>tb!j4h zW8^=O*#Es%YCfzKax_~<(W@a*PfmCx%XiD$Ad$KUkWS03QWdGO(2|E1Il$g83|pk8 zS~~B7G*!z5TIPoNSjLz#fVu3++P1x9QlRb(A3%L&vD+R*aCjNRT8^*|A1 zHhK}KD$-C1c|mVvHo7{7A#deOVJ1?kfYMcYZ>N&#$*XImixWn~GHbq}^#@gP-mw)k9{Ww0CT{3QHJ3 zJSZ5)6T=|*Nol|~(%(-*j!)^)pD+_+54)uzY?1f)PFyZh^C@m)6)wGSH9^MJL6Tnu zugwKs6P!9!6);@#@$u(xqtt&Z{S)VCO4i3%$gmq1#bbqd&eBI*CCAX%AFMeKx?_F5 ziU)6r67`P0NmK8m2Ll#-1 zSmsKuHl^{vH|_rBQQ1jwySRo)pM@`BS!a#S$#-fal*SYgM>?_4c#{*q64Q*<;w<6^ zqeee;K>YrM$=l7g=TisnF*kMK}ZN9L6vl>lz9HwmmUO2`JZu!*lMaZ^=YT ztpQzLR{amX{bvYFkCY=1j90}E9}g%Pf_2<#=su0|W^s3xopDFGT{+t0D zGii)$@gj-&13P;<7&sr#!U9e|(@|bkVVXvwmUAA^MX$;ocNWtj9RqB{`wm%x0)s}E z@&s@79Z_ON?6j(-`AE7%hktv}nPJ1woHAfW_|8pK*z<8lDk1bp2Z|&J6AmPt(4R0& zW!uKAZ=^2?>*(}LA?-q~W}c!fX(v98FvE-~p@efYPX2!f_oX_JbX zv}W5FB{5@%s+dKqtr|ryBSx(nQ8gPQR?#3fZK>7bQnmLiT579JQLAdy^?ZN#bKm## z{O_;4BCqpvp6~Z@WEtrN0@Rn#evo(++%DxDf!dgcf1rIH?TmK499zHZdwA-!ibLzNMp}NBQ1ThJLPf0t+R@38+ue zZi}Ds(2wH9RDIz)*aR4*@Mkt2z>fVq31e!(JxnQQ-Z~xqC)Dlz;r+8a30?77(< zK6MD$V>WI-zrMvsF8882A2Z&3P&0eQs11HEoWLU1)HUAyz#qw;43;C=_uPU;s|HdN zgUl}5f7VMuMfM%VB-N4XO3bRJ2(1D4s=(n&W*(~&+>Z%Vu+8_G9;4Gw2g*haUBmi` zShHJ3^6&Yq)Nx(M$jjc`I%}_^^^!=EW7~FcY+)_eE$%#bC(EvT@6$UW0F_Ur{LNj$ z3-=q2ZnzamAh6E4dS*&qL%63z4wNJiAw}P^2IODu;qSN>$3fT)fpp3Z zZV@C#*-@oYG5Wh6Tm4JO?%XLoe(xKtQooa{lUqHrO-nYFUr)58^9d;Z3M^Z-lQpUK zy1Cv@kD1)PJMbRQFDO^xvo-A68Bay$l5&rFAV*3A>k9UuU2JBROUKSpP_{EEF(BRq z@ZR@@_f$~CB&^IFC*wD6JNQpA*~C(7xq9P(c=3Bvy~UnLub%c$p$NqEs6D&HO~Ez2 z+SCNzW>kcV9+u8(7vG=q%}~BN_TaWoO?bpM4x8G%Gl`3wD) zY9%0lLs%wKgMr``p(2fEw5h&V0Q+&fPk9QYqNW(5z^yLH>+ylal~&Tde^A2An@hc# z9AB4|cxjw{CYgYLX-`EP3M$1Jp0TVe8ZjW--XeU`M;S^5)gp)j$$uQ4I`b#b6<-ez z<%=9nhj~^-8w)xaR95{Wzz2vU1v;12uF4aBS6*m<3%&-XQ;9F)uJ0-^>*_|OG}tra zN_X_<-_fs@uPQ?Z4GwedlZ%fShkj1!OHYvlBDTcM4Hw7PPsSx85fdsqQ*5BCQ_c76 zB#{h;%&K9-QH#?{?@Xi}fHFoe%oqM6{@QFGMzLo_O4U}q(<3V)DIkTbG5r%Yl^?^Q zLubVI$}j8aQ0zieZJ(VWP4%QD-7UC!Huvlj=1Awoq^ON7XeoJs8c6vSL@YqNqFUB2 z+q=y!U0m@16wo5Mq8XJ{(pvNQxe6fvY%3X5AlSpNYVH-=W|#fwme3UgeM(-y-e?I@ zfT*6Km+M%UFfh#1e20TF=Y?l&Np(zA@NpsQY!y`izoh}&_nTvcJJ{!>pDR*^9SV1+ z^EB2{ZJ>g_CB=g~}mXWm)bzx6ln&E_T1xG*zhg9l8amNu3!k2SUkZ}owoTA7 z(=udx^Y=%<kYYVE(;B|k&52DB5wO9|H~5{IeS7&Vaj4Vt=P9eq zJK5PuekRZjzy9iM(SgRR@(Wo2&FtpDsoJlDmGHSyk;V*!eOigJfG0DD^})t{XiA)j z0MNp8AFDawDL=}tKN8Ryw=%!yZrJ#+NDg%BZ?qjHk2|6Gyf+9|`6p?o=7sRigKig^ z^P$hWyftSL3u`{BU7sI`vvd*R0TgAhsG}S3rOfG~3E4OC|jU z_dltL&U3uZGREUv&siZt8Eb*p<~MGzTUPtLi+Pxye{QcH_KQ{Ybh!rh&u9Bgkos=n zmpWa@9$gak*uq7R~dCxG?a@eu5(d4pvvQel(JE2FBJICs<|15E^z#d=VP{?h5a`DZUD zm%e&OhnJNgmZF;y;&+*q#_lZT&+c{Ak1eu}sJ=KhYm|%TscNDYBL(XJ15E(L_gA-e zmJ4918Ku(&nJ>$}iOm6{JqXeHQQPMM&#!~X$m*KPN*^lCEhS2*Dj@sp!vpF_FW|P@ zxcBEjP+h;$fWV!=wR~XQ{}=EXia}8A0q5UGNqtJW<|_Aa-9d9t{Om)&rt3nl*zMSY zB}&4LsSKU_bI*3Z)z>!q*~Rx#7rQMqPc=Un=@+N|0Euio_%(I@#O91 zpkRv6kr_1@)Jwb1>tWw?Jdc@9B!Y^ZjP`1 z>+mt&jwv&xcJiX0l;NRhoyrryjJ~@Vry%3Cr?j%)FJ+-hSy-Cv6kOT4O2)mv@W*X= z%i;6L^|njpEAZ8SF5V*wPHS8n`FY1!uhpOkKnZSFr4hHe)EfSZSEilLPVb)`Hh}E? zELu~K&*z8wPR$rhF4rcUwl_2|5#Kv~*|@{OQ|a$1JQX{-Ty5mG8lSaXu=@)KJv*jz zs8|NN7i5dxzU42y`|d?p=gQi~-3R=?3jU1Fn(y$p5CeKYaNQ%l5cq!ZSMm+6d-oW~ z7Mg55ye1P@*7$P)z?xkmHG4TrorfFsRxkeDF7O~ZX9@rMlOjicmD(p0HO^<~HHO+P zn_S5vZUNoHZz+~iSMKfbg|vqL8G?fUhQ8mZalR4b#(mCmVCh5Dif_eA=>39fkERzI z(xF6W@WyR8AbYwb?DIA-GfHrU7vr39EyCa#Eu*aK{!YZ)*M*I>B&J7Cl^a01p<)B%N9Xz zK5R;L0s`{!W!XLN*O>Dimz}p(&lNd>{8$o0PEgbIUd$&dg}97G(pMiyFbc- zHIudl$pAT~OX4WImL%kY+>e2Gw?MT&nVoYM%yCfBl0kjrE6WMo zWgQsCXZagB!g?iUYrJ7VEmMl3T(JjIyo~Q6cKIFf3SouW&Hm0>?`cK$LS53ZYcWss z1(l|Pr2EC%UhZ*qs^eMG?a{F_f6wEvM@`qZ^%WGlmN?ndl}8rhpKO5vV6Hsx`RnFZ zuQ!G>g=q3quYN1rrVBF}4xcpKrScE94mLvn33=s@qaIV{UFOulDyEdqI!NTp%LVS5o&RL~3HlEtVi=x%^sDBi@u2&kg2?9~`e=3Mg}p0lnK7O!x=+Zt zaalIR-z7a=3M&EGzk!VXamhs=6ass=obMbH6V75oe~PB<81vrmU80qF@|YF8auOql zb#D@wmzJU+DYyY~iZ+b!h!WNveuROq? zZvCb+AV4;kmBD}K4U$&CE%Yh>R!^o|%N5aIqlE93+NceLU-)!@?+)aECbJ$$yc2s+3q=M1B^r6?O>kB9?Opv z)IU?$CFlD5BY@w*%ueK~R7z`-hyr(jPGQE~XP2FVpX=MS;B(r~>UIl5e(I{0OdkS}Btr2PRT=&QqmeoQ_TtnmZ zl)p)sUD%5Qc5Yu0ua{;|!X;xTu|Ne{Z&=9I`t%6Rgu@-?EG95bH(2DZ%$A*3<=wO3 zqDU)+VVXrU%Ou7+sH?GA^t5$;;uWDG?Cpr2cGg3|LF9NA(vVG;nbv3pq1lJwh>t)q2+V2vo zyv`<1bUoIE^1o&|W4uZHNQNf*rRQVG&d5( zN4kRNb<7bcDFTqfOJd1OV_8ljbr4_C4i`s#&%wKv5X8RbT9;$W$as#0blHz0FG3z< zI9)nU+qciAgbk16+Q4(mmUT6=tXeRVq5JtQh3&n0z7pCxvE}&=I^b0hz3(L3LpXT> z0g1tjd3^HkBSi`^L9zKxb9^!Sn^_u)WZjwv$v-O6zF`lqp2iMHhi>;P+HoZKR6Van zAotb*6rbsn&Xe5vfKBE2q5^|jE3~?3UlYh7P$u5gU~1WEtT#@^&v?jg<~85r$4V{w zc~3sdzyV1HxQv(dK($elf#b({C0T9UcN7eGcVd}eQMJeCV zfIqVbL{fGB#*)hUzg?$GDx{r_9jszPzlK776&+!?_}=v72`ZB>gsrp4y%z&>*-!5! zMD{ClXo!I;vK0v(M;f__wZ_@K!x6$;0v;%xX1zVO1C`MIe0z(GD@T*nlob{Lge20# z$_h7Q-Ft-j+-Ag}MEIRIkX$PY<8kMUAKJN1#EI(8taJ~^$X5IEY*tK)U6(QLoW`*Q ztydg9hP8^K5t9@o~_@HA72peu;clDWi8ZhFTKJ z4u0Z%$j+9FL5$NGf}fKw3-_J5v9BTXI?}Z}J)c|(X}Dao)#^4m6y&APZ~K7*Ss9VA zWZ|fTu`Pj+>HRU0Gkf-X!)lUF zTw;AR3b%@cfBwA)>cWrtIC%=E$5>*J1ke47cOOqo2#0R55x3%$vZP}`mavEkJ<%lG ze9BITZg0OhI$JzFo#mu=KyYKq%(#_L`?J`KRy7%WO1!6kzZ~=*k{ygkzRmblrK=eS zKcGX~U%AGp3kA0NOl8qbzcUa9z`M_R+v51#ba86>SJ?E$#?7A3;)LdW1{(|HKs;$X z0t5QLU3?DYKwL}s&c2q^E|;LK*~kLOij2E^x{R-^z2gWE0l0nUSLT3??4Y7fDg@;N zT+U0KRSRwo%v-^E(Ua0`{5evKC9Iv3@ll%{lZw}|$@9ZYXpwqJ%#CVSM(W1Va1Vpw zJRYw;Fr($C5^}uXyn zle%k>;EkMxQcxJ_uGqq4M>iPlH6C}ApAv0}T-2_0h(X>M<97n_*-I^MoIl&bZ{abRkWXcBz7>WmG4IB>&wSIMIc0~Qma|Y4Mn-_=0 z?Rf5yy^U*E!lA{+0Q~7oy6dD*yVEFUVu>1Dw{GZ6XZi@@@s&(@%IMOm;xU$CBCCXW z^$60(88I-ws$`-yzraA~dQoK$utqxF^+6^BKc+h5aZoSjCU;Lo6C&BCsi$x9-V*W# zy!r5^K+BNQC(obft9fiVK5HvtDQ|CVo$29N1}SqSFQCetYR0VNlo}L8V8eDI`gJ2G z-tvi%J;`+Jnm9?lQ@#%BW#VoKg3AZ+C7LUxX|IU7zs3!`%!kPQlKUN|Y zE4k`e*1tn{^I*zD^5Ll}e~jz-+1Z_@zQ}GqCh2MYl%?4p5208J#Zjs9g9u=n+XYtk zlV2?P6LB8p7`WQ}t;^M(sx3Y_66Z2Y|HRlbS|O5OW&UAnY#sj?z^2vPEpB5S7Fti+ z3G3R#vxgi+9ZIM34iNZB*a1b;z;AlUw*(N19|t-9f}~0^YiQA~@*Z+cA-zjBV~VZr zXgDS~XnN6B%2##7z#?%tRilkl%_j-xPL|Vp>Ujf)Y`U0rut&k!`muS=NQus6UKNjK z)$E?^3mll}iz@lFs{?kbI-fdIe74I60mMwv|}%gVm+Cf8!R0f;8E|h4=61* z0-S8?`t~Y@4?>5G#l)UN$lmfr$ z+F&>X=^@q5Zx`L;ZS~Oc0*L6rhj_&xC+~1Az01jf7$ha~%D+zmuT0{Xj<*uYE?ivz z59-9sVAvm4Xk6VmeVzj3L|C>>v5qx%%CT~eVtns~jt}2#vc0g7C_#yoUjw|R&)7gu zTQqhe1hGcu7l{jMk?y4u^CGdAZ?5Z^_yJk|QC`1IElj9v8z#^=&->PfH~T--WSeRhc1Vv@Hg~}oK|v1_CE&4=}xPKYZ)6n3ribM#G`H4 zrw(!ob?W-0>n}XVKp&dMfU?1tm6_RtkJTXSDo;cQC1x!6t(fPJjNuN@oNEc+H~05T zEK6oktUQ{_LD|v^z~x;NF15y80bwFPI>@#BuBqh8wb|6Nav&GYR~&BtSel?v4uhB= zb=tUx?=5U~KM$&-+q!E^ia2tuc$j!~&IOE)onv5WljZzAhyXo%`Xg8CdUQoX;FSG) z(FVf(2qQ5lR+vQm4^&3J{FC=};0v!T@6-f7 zh=;j$bj7EkkBsshoqpa1>B>qZz%+xOoqiwGCpBHi=%Hv7u)$;MMeUf|Z#dAN_jrUM zQLoO$X##&>if0LS`s&NT>22aS7?8ynb1SX&4FfY9&E_OaTNe>>ZB)LczeWYHQJ-r) zXR95%(*pgEOPyn!lOTxooS2^|Zz_1~Sc~1N0NYZChVF=E2$jB?a#B8$12=|locqO5&7?tvmn-0aQAJH%I?p?6)JdYbd% zLl0{N&f|R2IcVubydMuamS;-_eQ!8bxnEeiC>2^N^}dcryv4Do;FhEq+vWQUCo{>Q z`Ljw)kHM2#bK>hg(GO^+1+UIK2jcx9ei+nnTKnyalk8OAv(jg2ZRGyBLP z|9TN)(~Sb_p>G3=)V`4gcc1HhPa0IwzQxyJ;VeviEEtgU+NGF8ujMBqfE_ziEv$&t z)ja2&&)CTp=B*yR#eVw^bx+dWNY~|{Xb@S@OJ-PU{A2VME{L}x!m{8i1xoinJ=gA$fRMP@hy8Kp#2J~84a3spdCa0Oz7W}y@D z!te=CGB;4Yz-eOVE|@Ucl1M7e#g+eoG=DmGu}cG@h5Gph0v+?}s(R9{?yb(jMWOJ)i> z8OgX4i~+)1?1n#_>$@h{2| zMUNOUU$OMwFS-PBQI1y!47aWmM4f{I%5~O+NVz^v9AFS>MT)I7fXqJMpO#@Vk78OH z&@FJ9Zqr{V`c_i;D8x?&IHSty=i6xM))scOmC0t8D!X3$XfcsBx>>Q+7UDJf6;?LB zax?sY6{KeWcR?yqo5KEK&~F>?d_5EVKb|jOD-rrX36lu5wg26OI>+~SaHs6yJb(vM z6#VOV??2FLL0OVV!Y^X4S=SZ5g{O-Vn^eQ2$}M}#*`cfte9Y$>nmbDsMATFHvdjDR zG;4&H_Od>C-J%6{`NVxrZkp5?25rY^R@6eBH#YDW#66k&xc!XSLozYlA11vj8+A-@ zr%tgPVDxl{CsZ)LK%)M-bd8T!D)ubM2^N$&9-DoSNs?zBsy1jSTUop@fGwXym4N)rR`Ha(jFJ7a}5iFi^%cALB z`4Pwn!{jX6?fYGpkV8d~7`O{`$DG=%>^hy@cUZz0p;F%?WJ>)P6I}f|usb3DAMUxG zMx5GkMt!IfW|4G>AE?^2sY_P2r}MrRP7a}&CAPdnJZg3PBfAHgx~#zT%703Iz9Mw6 zSnyk3a;S*hy%&zLtz|*04Ccm{%k7=IkxP5}ZoWi5cC49tk^taH+k2=5Jp)mrX~I-5F@BhZmH>Jp1KK$+v{Fp7Gj# z7noj`H@7mk^@h)@^XZ9>0+&!#I0L5?w)LIsZt7V?7G<(cY5Gg&aehcTv8Z2vjJ+V2 zQuxEOvy5e9q*Q0Ku1XljI^VNp2VmSmS@P1SWzshWF67qZ1`|D8ss~Y-1w^{Nk4h_!s6k`x8+67U)kS;6|%zqmcFH>)6I=w0Isk{HB zq#M`4QIX3{kD8x^r=6~o^w}3Lbc*ssm^3Z(w8)2PRi=MDe$GYQ~1sUaL5Am{fHb`NlP@&YP9;E4o^h0N`;<#MNH_0 zeK^KQl|^x20o|${IC|(dysC`|GuM6);eJO39BiyI-7R z(M=s)A$10L8;aEU>zx-#tawyTK>O?;7IwVpua>!P5%A{YPxhlTv*kN1m3kM^Y(()> zmGY2M3_9&+BMh1n+C)rC42ZEDVnv(qTS2?nHXn3d6lJO(bm!zzI{7c zD%84Pcxv)~+Agyq7oJ_u9w$_NVN#=^@N4+LdexOnL*bLibJGb;wpr~;;?c{-6?D$8usL$r=$RAmD--RV0 zMSb!YXwNe2lOiK9mP}$Yuf5^|f`EA|KCOr>FLqKl0Q$Xo>uE!cq;%hFv+Ed@y3Jdh zulf^YH<|RGLf1}9l2U!6cqS1DWlp_gpi9WHg~;3e^_py3bcIAxEzDk)KgG0S(60MP zPom~bN*RB8hLBy*Qi^&PN|{q}8AzzXmmk9fmnR22rT{e9MZcyOVZzkel-^Y9!?R=^ z!3Z#0cY-f}4;BswE<>h5Zzw-c(mGh6Yx=LlGXc+HhKd>2}+BqNXVAAbni-v_Nm%+uLcY;4!vO(>#_Sz zwu)oLu4N@hHMc|u8z)3cNe?Zo85~*aF4wl&uvjF8jTGpIw-Ffes5;Zmq5_b-mDxut zgq3xe2gF2G!Mr zeLAahl~fZtSRX6IsPvNBj8l=2<8o!`Fk$utPyPH}f{wR;j?K(QImyW5r}x+TRg9~I zW7Dq!5dppM!Ed2l&*N*lr}-#uj|cQrb|$g}G(`uwd(}{5s4?df-bG2NbV{Q9{A)%9 z7xoX_%vuvYng|&m7&mZo*i2-8DCH(yVn+>s=w7O`BO+x_sdx1FpGF-K{-XQ^j#{<1 zrIZpJR;mLJTh4zyh)%!cp-L0f2T@-V?; zPBf{{8xOCc5FR6h*v~pL5*;S(Bc?#U7p+qfC!dTML|8XRdMy&wyQgr-Uv$R|0=JHj z8JfM;B@T*JO|ku^^U{V(Dm=ZM2U*_fVXXWZ`=UzB@@vJ?d%j5H>?h3PteB%L?3iy) z9w5#8lhU(=$t^*zyf0t}a8__PmkQS1(4XJ}uS?%!Tv+~s)jENXm_bY39Y&32478^U zxvh-u5wCLK7}E8crW6^be1XH^a7wH)y22HqLB}I^>vG5iJM}8X=Li!D)b7Fj=KtbeIKI^O)Y$Ju4D0F;4~wh%2Ugi;E0`IwL6m|$6cL|NuFXK zY3?pcKkZg`Ml$i~HQ|Z{ZI!MM1$D3N(~~>eddd_lx(Da+9D?!T0@++Er19)Quem&LWfA$szqCto$Vswv?yM-4D396E zDnJe?wQ6T?pc63tx7kvEzZfuoT+)`Ji>Zm7rwA5Y`DBl6G6~r0P%VsLBHQXBAsePz zt+vG!hv2;$IrVDk;S~6el3-5Thmd@Asj$3O|HYsP> zu4Ok6eg2J;J~iu0 zB+|k!x>BN!@eyrq= z9Np{|(cXg^RCKNpSZJ4&6Fs^H{|rmY?#f874QI;A3h|NNHgzJ3$7$jdJ&HC0)#OA4 zKA+mwfP>=Q3#fB{;%>v#p%j79)(c`&!FF-WWPbSHWkVK~w2>yiC3v@5TJa$yHs5Vf zGREJ;FxcU6pAH`NN)e7HIg`v^odc=>n{6ajuj%-^c8V2XPhtazDUR4%{mi5?Gkpb+ zddTkapW1!PM=df2Hl6I?S(hTi&1ytH0( zcoq^)FcY)uf4Ukk6;hyb_V5=SjR44M1jNl;_d&Ni}+a8 z{^$>|lbC*X);uP7e65(-`VS!e6ETeZ|2i*(h26o%!+_;FB0woduRc8Z-?}H8po{N9 z*SBK3OgM^6&v;g-MhlL~#8bAM>C_3M?2R*?uPvV~4%Pk~sB08@HiZuEJpC)~li5Re z5um}oRNh4OCRb%OG@9z6c<&gu90IjzYKC&x4b6dUM zsA1Y8?jE-JyXv(f-f|!Wq=TpJWtN}y*-eC$0#|IN`eb|yZ5M%FZ^wfeKtchgf=-WK zY*sJY1276617@ShWyz__7O*x>y$Kw4L;rn(y7@Q;kIHTuu2z&=!L)q*BrIvyE845wS!e8IcaZ?F39*yzmB1HOD>rL`3oskQHh^UPoH506YW3~6Ww-2{%f zMINio|HibaNY2QHNq9pW*4?&WN@Kf z1%yYSu6pAZ-4`Pc{M}ZD;>iltCyU&rOh=e2)~mC=KR%SmB7+5ggo~d(V}ZLpx^nFcTbwOp=fY|`mxy~2C~DA zNE}QLwWc+UJIcS`lsz5wM{q%#?0Y;W#nDUg#H$tEO-L*fdshk2es>BVUDP#p0l5`# z4(=AI{xQLR9#|bv;Eu#CC$PYolRTrLxadhfVwuvY3EJeUJ-4tn8$vD0u>tq`S)xcv z&Pkv3`L+|&!bfPXaPE$L8;YYSV9>I=^7`3@T2k4)t*p^(@syYz-m%O+Pgb6;Os}e5 z*mUKjx>_uZ671{1PFO%LjQY@_Vm6hSnS#&3pq1H-0E}}@IFz(lL~Q#_k4RAJkO zeM6GY4shn`VYXwf(1YbK#k&kK^z+cQh3`|Q@*Lr6`p@odJN*ap51sDn2r^Vm`j)=T zA*E5W{Qg(DZJnCFi~de6Nx8Cf33PaH<_&t6I=@J5n{|YO|3D{eZbCEafB9a5EJ>z( zUv>V&_U>H|{G-R=q2QXSe_$`fsra4)j9eW1 z@T~xAr%I4hJSjSZRRfa98jnTJajk6|sM_avdDe50@fIKj5(k0~k>mniQsEAh;lacl zmDN}huMpLMoT%KcCadt^^XMS9!e+JZ{D;>*%;J?yfl}Pc?^JD>;bQ#JbBh3ewZ8Fd z!buH(yH%Xm(A@8S>4+f%*M6W-v_!nJbQN1lANI3g%+KiBVv7U~~I zlq2$FWn&_Z>)x9R-*l_cRYDWvU*`=}7t3BsD3mEe>6yoxrmU{2b=s13aTiR{jPho{ z3VpvbH+7S;atgfBFIfXShtKz$bx*4v(6URlTAx(M^vsW6#5c+a%!cObSY2V%h3}pL zIdw#2&2Z!%994Pb2~KSHs1eN(oh$(1tdNwHBfkfR0ip6V4n1zyxUeX9 z7XY^Hdci%4#)W*r>A(0(+N8oKRa&Gg7mw3m=cxH(1SwRn&3Czc6K>lXcJ#Ek%~cY> z>1YdX@V3zGLc=EISg%d*KJX3K)zCmoeZ686lQp8;2=Z zx-rmhKXq?%B1|Yly+U3D&`=J{1aC?kiK{dE!-DNaLCF1*>tDwXcgHs;0IxB( zwA)>cbF`yS%h>v$25EyBZEANid2NrxDoUGgxQ)|P7WIJ|hf`PA9kx zLVty<4dS|FNkuZ*)|=N$AE+klm?z{hg!82;FZv2*-Yj24uwa!8?vZ3^!!LxV`;;sh z+8mvPvSx`-m_Z!{I+$mRj@b_+ZpY0Sr+-n-}uujbSTg-4V0h;j2SOi8VboLOMx{r%2)Tydqqdq6D0buNFvY@KVxaw%7)FEP+<#d`j*>w+UY#Y6Hf~9U$E}7E z4tdQ7Mfshn{U0jBdJ+;f^?ET7dQ+~Amhh4hm70yAIjZd7FT#6R(;P%xbTA&-?g20R zjL#wKB*vkn$t{)Q6O$XSDl+e5@6WO9{hcG~Yn@NJsGFXY#AknD-OGScqe$fTjPYu- zrp?N1DPPh*I?YH`|0TR?wc*AteX7%kl+XY9b4ND1hr%sYnbORpt`ZP(Tml+0S5THF zeCP8GF!6s;Jb|9+#LgWo?9p>r<*%@?GRC%D$acT$wUlphyM7#G7~r#sk5K(`qervY z+9C8bU>MUQ^3hYq{2A4hzqNOUfxq@BZ{?u4tILe_0=1{=m&Z1~i85EoS=)qA2}#lO z5cAq~FaxQQ*gZDYldCpsZ;0}}a$5B;+H#y>xCmS>I59zc_-UcS=a?^o>p~5&(^QmfW3Cgbi z9LY)#o$YSu9A?v-Zy&x$1NJM>YES=3H#RYp&`P*KL{@6Abck>h$i}Pt_{2=d(mwXy zBPi5Eh`P_q69;*dOZU{7&f7YZW2us145BQ>&AyHcPHx{Fn9^?06_h>9e;k+^lISv@ z@SIiP1GjeaRXp7u1T{6V&+Zf_)e6mk9n^jXac6}V=pG594TPTUr2Kd#{9U6hUv95bL2t^{JF)ShqNXxBqA zIoQ5w@|LLA3F^mSWXi>eg4S$tDlb5DS(CRfg15}OZG!E(R;cC_6L~~FIzaH@lkz6r z8@)8@DOBj0DH}ILGR4Rv(VtgH>981@PO}3Qnp*tra+y~SMDd{K(M)# z^iOOdL9>w?IM?XjedI%B_w=Cw{vDKm)`NCiq5CTcz{&gfT&;-zP0KU9sI zjmLI#k`NHS$Oj$dGOk-IP80; z;V4=8W0#G2#hSsy&!#v-MK-$&NxO3=9wwTpCaleXfJioxWdgjVeG`O&`SGtEb=mS% z#{cNoDgCq)DG){hAdb9)hs1zO#S&BT!Q#z*Z))z! zkLKSUhu_sfbT7&bB=LGJ>uMl#j5390=hEC%7J{yjLc9uGV9VD|hG-!_e z97O?~AbfW}oG-pl^*I??ud$$(DJ1zED?kYFXa>md zQFeXOtptu9o)OCg)jQoeAY^$jaF#djk;cJ)7gp|C(jeo;b(Ra@_)@v|SVpoKc-$J& zb$C!*X0FF%sN492n*6J;?vTHv@(phjZt#hXWA?SGLAj{V=w1&!iNLArOxI2M#VN71 z%;l%5uN_VBNxBc64YK8K#4aAYoX}t6MI z{?L(`+ypZIT+;W@uG5lMzbH3~L=|bJg3c=F6myfS2XLfntYmA5SH7*YLV#2{wq*AU zsBGjf6%)F6;@w9#knwOv??*HsxPVT)Xk76PEn4(v#7wgBN)1;c>xRio=fZJOk(&pe zI!yBBED!Cr@WID5a5}U*Vf?YK26iFC#-UjpduLFx2Aj{wP&Z}v_Xo3{+&2kdcLwGC zt|oy|uoPXAdsm7ajwV|G^+~C+&kxv_MXz}7M_uZ(j(2aE$$b8<_=_bmWZUryhQhpsJBnIID9f?rd&MeKx z)o0LX>VC1$%8Hw*n)Jrt6Y7=l84Ry6amKOpYHpg8*S}JQMh!!Ob^G*l>@i>b*C%g% z1d_}lPl(kR{N-u%0_+4sTrg(X<9LnsF-NkQIm5}j{)E}5ELgQPI-{D*uQcP4(KC@O z@+X`yc%3IKQ6*N!oP~GlUxNSlxW=f$%97hnDGoSOpo4Wn)#GcS%}1z7SltsQM_}H6 z!LJ$ndu*DJU)k+$2`&B=w_>0!>-37!ZSr>M&|XIJ`DQ4b5w>%1Y*rM>R*EVzKcB#{ zV7xtpdDu98XY-)2w*iGtFr$H1&}<+-Eq|7ybPHwig(>?HV-cec84=j2K#uOWbXbfX zGyW%?6f=JA)^dF@Q?Nk-$SnwPrWJ6Nv^Di~t~kZJ8$FSuyt5Pw4{c>$huXz&nE1#2 zKUAH0G?ah%_iqN1eF=?>C8I2<48m9^%NVk6sZvx!;9@6Mb6UT&3TA{L=i@ z;(#eUGs3)1v$B2R05X>HJdn`Da;pd3hAP+MmN;FCY^$`eot`)-%F=N)7)$S4xEl5V zG=pc0pnKCQ$%+6a3{-zdVMiQFVg zF;23O!u>(b`%5|vuN9-PZjLbYdKP*7N|~CqX_p-Vs9-q1(kB2)0=zZsU-*qvPD=Y7 zL1e|)tGr_8(ip#<=@04a`SW_f-ETPx4t{CS^f14~79m6D>Q2tCD;obJ4U=!wopw1!SyHREMn3$u)))!gB7++%N=UXNekdiNy}za;il zMmiRde1FH_kNkmCNiR_p@(Vd%id-@AeEj0+*-?R^T3(eCA+`5w&tgmWWdgn)IUL$p z$WSSx67Ec&qjmwZ?A`)5;k0?2qubJS(J1GpK-1dhhF+X(*K@qR6hHzkUvjglwEAh9 zwdu{YpS^z6Xl{?;c`PiOku3y4X!38;>Dt4t=)M3v9x&*N+Uk-b4B}GP#a9W8+#&rtA^jw=%FT$W z+^;>6kED9PlDwZTu$_j#)m^C@|GuD$gQJ`7q2ACeApxef$gJ0wG3u> zZOWosWuh)AEf+T)?<4y7PS}jMUZVVQm{p-x;$pF-ZCn(Muq16-qWZ-<4*uc!Iu44= ziKunxFXw1_vla;!9S|J0qyeNvx-(Pg+dYg*A-u*_@%Fk}jnu;i^-~YMJB^mv z4X#>02{;G@2AwO0ufWL=C$TRQ)3}-5^;HcFtl=R_?BoDMpw+e83zJ#SsT@5a7FG)M z+4PHWBH6k^m!Kv?x+{i<`tMPae5E5FolX3o*Lj{P_`<_ zo;Wz#fSsT0lP>!U>> zTTm2k05Xey7W1)RX9l5;=W)y(BsIo zh@-G<3_kYB5aR4pD3232fXXg?7NXu%QqUSpY2IheOex*$=!;iQ(OG1myp3FqL(<`(#I279h`Lb z5tS=PNTW|dpRp&Wtc~XYE}3^B8qFpFH^f8>f{@26jf8w;sv;<)N{({+iQ(MVmn`N| zmo@Pi1|*wc!VQ{9W^;H!TKV0WDdfz%SF>(E)1|NLJRmy3&8+l=Ek?4q7m|_VYu)k^ z=cdKxyu;QWf?G#m_bfbJ%RT|(({$H|dJ!jeeLC-;pUS$s)n1y9UhE1!`O<#}`iJ&a zoSHuV-0%WFbJTWz9gTE`==;RG<<}&Zxmq}Xg}SIvD_(Oq2PYe?({o8Vv*^E>j*wEj z)v!}a5$VTTw=^zGZj#6F^iCO&cc#+;Qe?pY#6@?DOQxTPAAw-)74R|{>JvFD19F`Z@$P{{_OV#-z(L1b*OzjksXJb&6l*ej7Rx*Uz zq-Arsw=yigwbU&~!-S2cZ8;z~dhftHB%ymg(w-LIA|5{7zNj;~Ti<>O*EaLByg*v# zm}p_!#<%ewqU0P&ISv^EQwfYF|LGP+IQIG=6lTfg-^ICxnN3~nPMt*$0xk&xM z$)Y2r1V-Q(qA{jI%5iPm1+HVA$-fcleC++8I5Bq|tmFB3fZ0ZGnu--6aR(c#Tu`rC zBE9hbx9ZV(lj1V-iowV4yw&wY1@FaLvJ4F)#}Za?^%mwNf-g5q@QyI!NAr{uRkida zL@|eghn@GGL`e=rJD=hKlv3(>4=vM%TRG$gP8S;(f0SEVkOlW)Q!?sNwa}VH(-?4u zo}fdKo0nse#raplaclaF4ExW4f*aK|BWotHei&=~+qU062F~h%P1wG*i1yO1&<8T1 z;7lVUB|FC`gK=X-s1)-E=?YDpgfTo@ohmh_ht_aQbS{XKTg|Z0GL_Pm+{D7f0zCsN zdtGuUO<4+}5~||c*G(r5;IZ4_RJrlDG9z@OuM$hk*}}6AESuZj4^+Q?uJo}!{GD(( ztMtWwja2g(T+cXh143V+4(n1M6Hd?9x^ zhk#QBg-_X(7-|ELm~dKqCFaicDjM6wk0R%3qEIVGPlla;aWq=L=bW5yiE`pBRt|#n z@*pm8$<)qx&47@;M(Q0r1TyhN4&Mi}Yr_(2aQc#dG<;g#Hg0OC;Y{vW`W~K7HWWQ?Mj;8Y zNZoFvU1(Q^dK`FqSr#vbKvi{@k`c;wm!(>*?IQU26o*vkpqu>K>#sPU6C_|utm1hNGJA2@>1RFkdMfXmF`8x!^PkxG=kPEFafDpS=3xo+ z2_WYVg`}J#e3V}U?E~Npb-964}bW0NRGinTQI#${Y;?G3;H7AR0E7`rT@# zqnT&bji|F<5Nb}^FtnPLK97Q@H0&3i`>`eeZ6;K9WYOq}4bQAa_!M#W;7XdeU^Py3 zq2ANkB-(X@Ka)wZw~+2xwx)!nyidIA%bd%`MczJb!%q4cs!x5UaVdv24Vm*F6Xw4=CY*nM;N;c|KYzb+b$-ODFaCPZ=wXV%QdQo{e$ee zJay`wXm6x1V1E(;4lAK*CyU*zI$<(ONW5ExUNlqLJn2&_vRr4GLsK>?mj?m1*>3$T zJGW3Nw*8KHQzGL9pRN#`m3Xzl%j81_RrFGPB69TTq5`(Mb&bt@@7&D7DA3#P>4!BM z)G0-g>>%PZ7q;EpQJXnF3<(oG)jVHJR&8|!>$+`fHwm?_X}j{~>_GsmFd-|tO|gSa z{Yqp1NM7+<`#MqO+HDBGpJm(+KMW1u2x;tjfDO>xERM zvjmHgyy1;OjW7K}*E|S2$aM9ErSnUeCgO(ITl7kgy_V{X!Esq+tpx z2Io>Emaz}osOe>+>KC1juh7z2Cex(GqlK&w%bTChz3(MDkpS?6b4S<}XzJnd+C7t7 z5S@K`xxsUgU9QU&Q~HMo6izJ%k8^1o|HO3Cw%E9XYUQ4eyGue6%*k5;w5gCdli2~? zLzKJfGmkanI5fcf> zH(*V|<2VSpL1u>3^PpQjl4iE|C|>%dh34&#nBTH)*5H8m;>fbT#-;|i!R0fZz+a{V(C-lC;+O;205%AM_6L2Ta{)z9k70jctn{8tA)y`=( zsrY`YCKU41a@7H1O>b9L_j%~r`RX=na+vCn1~~5G!e0&vqo^!A0ST6|vR*#v>2krC zRX)|`G4$6bIgA$#`BNF7wRlnwqWOs^mF{T%d*$ABN2f~TSzD3_rZ(?FoEW8o9O+ceClKa9^DIf6+n+QQlVRp-YlmD8 z>2Feh8U*m!@0OtXl2;=7)=_JQsgGtE@ECtQV-F_mbESx#=Rp6m{Z%)$g11+(ul(A< zJiPdwORBQ*01ha;y6H5XbbvoPHm;}<$@+HE-3?{9>wWNc$ghfxd4=udxD3+)RK0tGLDf7WKBo_m0)n z1*3fQV2NN*%7nR{;z|1Mk7c^Fx~&u0b#YFWG5t!8MhknwqGywJN>A9U;s}y)H!q9t zZf`GS?XO)4fi>Q|tNH#lep-!_7W<>zKQ1Ui)k1-oM?X4W+i(#o!L#R z43?{~1&!Z+nbn)dn$hOXrgMziKN?-)b^2=F`?i-qLf!gkHLr=V&{g%O$&igXm|O~A zhV$=XT3eWkd`?F}Wr%-K$FpVq^DQyB24$UB6A=$~%dU+j2Mp7o`c5T9Q?f4+#4X#e zjffR2g13qxLXl8QNQe^}lu<^?!MCO~YMFO=piIFOy@)S8z@>KqmY#2r)36eKofw<` z=q;MR%ZD3i+Ij^B?PT1Knty?+O-q6Uvgn%#SpPmZ&Usz2QU=JS|-X& zLy`-5%_3j_Qmr(HrC4$#rqRB9?ui)n^4Ag~RYQ3clxB zy>8}J{zPgdzuK8J#q#^V;CB6D1N6)X>`eHKjv21p<`cMNJIr6t5Og31=*Ef0+(sxI zlBmy)cDiM~pUoC0>uJ(Mn@DL8~ z%0I@>>pfl7)ycjZdj|NCC}$Qu=gvl?`b6~C8ctJAjdtHA@xN9e+!Wd1Qx>r>J6l+r zuKuUsT&sgJ19A4S!H-xp61HDrkyO|Jt0!OZn)|-!_37Dz;T?=0)oRl02VqPH!JT+F zI)<@*W`4c>mzS;_A$8!3@viRhg^I1fS3l!FWtUy1O=a^o2iY>KZ}y~~6tF*$$*KEf zcKgem-HOqY; z7w%QfvEKaH`r1!28Psf(zP~!3Et0H&0A$@DbbA|f z1-z4s+UR>aQY8_2Ek{Sj4{}D8w4~Xr7Vn~DuSmr!1lUi_t4jX@ z99u1*W_a*lU`@oCj}K#R13#a%W}@pp{%+>-6OVM7w5HnBuyhukEE+f=%s4~1A^(6q}Pw#l1Q{k zDy)S#?0G>2OoIDH&f1#VI!yU|rUCPj6ZYgloY0`Z$b!4*lLMYh9@l+=I_v-i2jT>n z+}blrv*h~Uu%U?Rpn&==&XLK1pr{;YY&c&DKi{oOSN&c@Q~Wx01Yp@G%e`QwNYJpv zSlmOGv+mJmi&MYJG)L}RM~(c)HegXP2^rH#W|02bt8V!5@_Vg_sF@q-RT{KiF^5Mx zW7)~(R~25QtVC`!HmDl8OYB1PQcOMak}_6*n?(HQ5im8N|Sbw3Lb?t~z`S+LPPLx(XV|1_7Hbu~941bxO ztb6?3v@;bA!qija1Q(g>w_hkH!h)8PIT&}dGuSPxZO(3pa?%Q$5t!{miMcwf&BT2nDYs5hJ%pPgzyC5l0^>2N|OTxK`<21 z)i7f%#Rpp9YHVs5G#MJ3!ZC;2+lE{KPpU>$z=#>h;^|^3Gg6Q&ABCjdUhTz+i;5-! z!t&u4ZS0x;UVeuhz)|)qfq(oT9IOvDc+CU{+u<+ud9?Tt02;9D)#SF*Nc#Am8@Z+# zo6N_;48MjiM-_c7eU#VI4S|QVLJ(32kGZH+Wx@374N%}m_he7*)y+08nigL<1kFjH zSlL$)R+ydKu$An-y={8+LfnUo@3udNZDMvW47Z^LtP;~l1@7MWW8c9g4QFw^{;l4O zmhFLi={9w&B)|4k)mGuiNxVMQuH?H-Sv^;yFRn01`TQ6e_4;te` zP|Ra2JPgXYqiY7cvZVv2ypk#kp_pTxfm{V+qkAS3%dB~LR5t)V73HxO z9x0F-v~!I4a?%$g=vW?aTViSw(g;Hq9);wawnb5J4W+2T%N7}W3f@L83B%vDEv4A) zq`eFZ{^7kk3df;_u+OiFXB@aE==g~-r0Bi2xniWD>F~N()GN84&^iy_F$6+h)@MM3 z!GsPv@9JLyOksJ6ywZu%s2ZB-<1zE(FB`+>MBPna%Qe-i{2F;2X7BxG`2jCw?~y zU~eo66jHqQn^mqBQpvX!WSZ&Ltg#R@N{f8ZIeuJsAk}7b@+Ex~!I&weP_&e6^TfTi zL!73)K9_VxEpe2Qw^|NnvZaUd2(#bt%y5Y)oOL!*QW4r z!#N~c@Ne-vr7b*&Hz{!_6^e39!omEwtU ze!-fxlL(S3jNOe!;&E~=p$3SBd{$ZS8WVFFcfqE40hR!r2miGl{sTmQNm#QA1HYA1 zH2?Rd3CQ&jMeqf&|5_8`>U*X?u$m4{t+D?CVB#Tsf5qcp;8o_Qv@0qj$1C^UtX^RV zI{j~o{|t$S*$wRGhANhkU6z~4lQyQnqJJuIusjAkNOZUs3)>jkE0O76zS@iaWr!+s z!-)-v^#_*f7SYEtJ4S6{=^qr$u{PYLv8-;avhkZNz>1Y+%%$kR=mUKe$(HS&F5?o+RlX-O7*B` z8np*3y`uZX)ubA??nDDJVsA#96zvmXm3nn9dztRTDYv&Xnt%mq!ZId)8mC^ z_t=jB-`JOt=SUlRyfPf`Kd?nzo1Zb4sf%d00Z|A}2bI_ac!h6|Oo>3(F_=3<@d+zF z^cpo4dEf6Ni2T7imbd#lvipDx_c=1l#AeKZA)?KLLOSOM=>qS2Uw_Ts4M%7ZYA8xI z$LcpkUPjN2@Y^5K%EmKSosKC4kx+$nENygm+)DnK+r`FZMMm@qb&(?_emeDR_IK^k z`*dScQFG7w>UR1Hq1SIonyQlN{8mfv^4ZQUq4?sAKl`2W@K^t^kdfq!gu%&^W18H# zvb?6#&m=}cT%4My_rE~1a7KHN3{6RfP__uo?R@iGHl+#3-~f+<_$<%;QUmTWtv4*U zmL|=cS@J;(i{m`E?JU1j4>!jEwz@Abh7fu`B9?osXd;=gJ&~y>6e~dv>$bE=2zm^D zSB^q(+IF!T{Ncuo;5u5%%Kd~=bwBo@9_XTerw#9~Q2v_F%1+16-rO}r=7WnSkF6%2 z3cqe(;?Fo5M_V|^L@N2xMeLV2a>|y?=jJZw->S5K3>gevXqw{oNdZ}WeVjT2eQS~B zu+q~7SEMP>W3>zRY96?~XB^;ZZ|ma`Txx&iKWXE9}Lo#*s@sD{CVgUzMoaRKkp(20-ACI; znaCoA6|b4|1oB+A+K)`kEZi&8SVqASECmweWE5>oA_No>xs<;bMLXXymFgERZ1Z0b zz$itafuy0w<^&IuRG;05GqpV;6`K9x8X*@>uZpTf?}pSSq+;fkYxD*GmIT7(UfNq2 z6lTIRi4znw;|H8B#I|uZxlMXI_sA@fhop5Kk>Wj#Jq;)$_xq*TtzZ?+eyBcu)SnXR zcqrEQ$bcyNWDU)lsyKU52M15;?7uv`IE|=rNw23y>qom;CtY1JMYeYfm`w6`NK0nw z+blcQxM#o(N%t7)5hb%&34tsk_vy)N3FzOIASIa+F ze&xY%m(hw3KBG~qDH)GrLOzTRPj!F+ju!ZB~3OLP9vNG?#s;eIq}2H5J3QT=z1H0H_zh{YqnU zFG=x?Ay>p5gnfoVlYh_iSYiTROo?i-&#tkihlG+|Sb}CphNz{r*pmp3z9EH7M zPkQBKlSH+KtF`u z6kejbt9k2LNyNK01^q}P2snCL)#uI*3tv*9jPP~C5_u)R*axFUQ81M!WmLWPr!Sha zXklznRch%p*}h8o%GhviBi%vU5?;~h*>@@X1~4_fPVCP*HR>PwjjEOxI(mFKz8(H4 z_~Joq{MBb=ce^m(ts`qFA+3fV+cxs)TP{dV;o`=<1|N51EN~PaZrtGw<-L=w!Fgce z``f$x(D5{B=}b`lVmNr{Q0F|`{IT*cz`k-vWb8@rqJ@(F;tTLrLmsMp&wCO1gnwJy zMXKJ9NOlbwYZ&z#dHV>tX(aG8vN;R108HKNd4EJG9*phQtK3iCIbzz2O;8&qI&Oa@ z&Mx3imR^m!xw*bA{@6g!alO?}rl^&b)?4LhwLkgQ8tm~SzaY+iEP zGfmg{rh)(zZZjuYrp~o$0mJVel$PifF|B$$=FVcp%YmX-c!C=CAqKe*HcK=1F5W5I z0&zZw=zu32RfRK6q8ad5!Men-9hvvJj-q6>F5j|>nf_&Y^MrLacJP$YAuk%3n26;} zN$#A_VNhh?6di2Lg>#*cWcSek);St&bb-vCDO@e5K(RAX3%8r(rS&qTgaOuPLP3dD zZlh@{eJ|;obPGYehJRC1L!E7L@P3>FF0XGLiS<{OXIl}DVH}2Im{ioHbiURx2RE#HuYwhi;8!V)wzmcW>c#1 zFs!S3uh%2|7dQN!B=)C}-aKPW)M8M^+k$NY1X~bfye?5RykUe4B6VAz9_N#nQoCLO zCha#3&FZxsW*GUc5~WqW(5(9Q=^edB{fxv%;iXDO`}ZGSnQl&wUV!h9lg;)&{6;zuoMx|AdU3K95xVmE(h(RWnh|c+v%X1-jemJ3*wgA1gjRHCNe*zkl=d#h zwF?<$K!^$XmODhcMCKs&Qq`Yx1|-{DPd!21BV$N()sB<~x3!w4@Cez+`LV77L?{z8 zc8r-*%V5t+kYJ0jvIp2vhov!kC_tKY4lSm3HUXq8^jBEpCUX7Cd#qUkqi(b_Df^Z2 z@VDKf_^rj8dNn--67#|@p_%N_U9^Q;C~cH0*hrO%nUd?|Nh-+N!u=h`Jqfr)K>+ro zQs&N@^y7B{?rltfMGkURX}COqNh7MDsC0feR$My6AqpwtU6< zx1>?OKiJf_uG~FffQYfqYHLyzi8X;Fgg5og4U-2Y>6y%CHg#{-jMg#Qa%*zJah*(BmD9?$4#$XAWoay|o;eMR9>du5W@K%1DO18JAL z!?T~mh74yhrpu<@wSuQ5(+de3KL#R^KU9v#MLn`(8RZ%=w(XF=UUOM&0eR^PkM#Xc zB$`$jjoAWwms0hwoO7@N_u~X7b`X%3bOb#2j}t8>tNu@+_y|*Rl)(&3Gr^@<$8dtd zug!9|8MUgy%s!s^rZomTfX2 z8$Wopmt&(V6d$X2W^i6U2O|r7I+LRjhfRNM{N>YE{xrMhZtX2T_MvYGrw?%;=v`Qs-NH%%Jx(LMcq z1y5&x$YI2Z1dZ}S_0M-!HX)zGl?WV|Z$ijr8~Zcg6>X@P7o3x*ej23X$=)kEr$|}> zBP^~(41u|lTfL=bmwY2vF09~A`7w|9p0S#wKiSo1$6RXK+n&-hb&ezk2@6~ zw(}IV#x(>1@dj-KX>yT3#q(tcI|d2G1kA0&QsGT0j;QsZi-3%-a-vbG+>Mb8b%h$2 zWbBtm+YCZ`7452iOL#aWZxW??FnZcZn#+UrDsJcu?Jj^1Gm;02Sg80)wW*Do)XIJM ztoWo8I+xR1?OEy{JPQ2uiG(gVXF5%etZUQw{U2X)}3h{lAI4# zbJ}^nY>^CwlV#iXc!aMgZ3(mYM@cL~1itLiw1816Mg(g_Hy}ro;}38qeyRHr+9~W- zdfgACF>qwe6oN*_mD?wg#UuT?+~T5OWPbO;HqBn?0;O@`pp4^Of7;*Cs?F1xc);}B z^6AurWnY2d9KQ=N$m%wh9R~6{O60wf8iaf!xh1bneIg1xIN@idC7F{o;5HM5f+wdg zpF3@XX!MyhRNFF1YsTr+cc@BTDYo(W=VFRtSF(tkVI8$9J_UcZZjKy7!A9+?sRkVZ z&4%NT&q)PT?wiB&J2wjc1++f`eP?iZfSAUA=lK8D2PW{MOHCe63;tg!fv}+`n`DRR z0BszL>0qhO+p9Xfq>Iw$zI!aY6LIO zWF^z<=F@7VK|3E?Hpn=r=p~6RAJOPWRuazm-#gK4-RgKYK{MlNaB1pJ^5TfTZ^@h< zi7tp7ufGMouB!@g1Aowu=6nxUiz%L1iRN*5O!*stWkA?S!#iBhGxl~`ZIJpuR_$y0cthOPRs z$=}4!T)o3q?@L^WDuNk|{Y{QHVjezI&r_0Vz90%`Us}aq=IY0FB44PcdmWi^RG{=< zADwTnX!Cn)&7xpX_%*e#xVKkb#Tb%jz5FRGyM(hM%@&fcwnmytD1x=PRu_gYIS;?7 zt(2q@i=~9?8$&v{*hDmpfTw-XsbsRUX8o@o?;!hqSOrH&c|TIZm3DYK@Su{$^7>`l zb$J%>A^!#zX=K(e*)lrFF!^T*SrFP~hP#7Hry^j(TXnTB4E=ePpY;l;gGd2h2Ysqn zzdR&wun~455ffoE-#rRGhOPd@y_aVnB}+oTKZQ9XG~fBR&yIWqlx|wlh!*z*pPwI( zw_?(jIB$Cg*2YKtj1hJk-3+8nNo$2Xkw}D4mKjv&EwA9YpR#==HiNc7(`-(j0iC7; zlBB2k(U=5Hwyh~}CKYkyR{|MGR&MgvxvXY}<{8W7>qztOgWE8x37!JL%(<*@UL_7c&@~7-F}O zk$17S-riDx_Fb=#=2S77B?23xOV5m}sYS$l_TJ^*(g zfRD#duHq_cu`^_K!M~TxSCrC{F?S(ML7w3^WL_=(tAxfP1cuSH*`-;B23h4o?OAH8 z%4TV)R0_YuqL<~#kCEnjV@CtLMCY1TBMRZNpQv$mk5fV7w_Ae)TLr>EePHF z=p~v8ec3P0z^w>fLH%-Rv>WRQvm`q`n9B=i0@An7J>!9p!F@tfw^XS=w&VkYTd^ea zuh1ISJoDP+t{Nn@0mrY3Ud^zsz_~AeQ}eqv0hw1F0)%I|2O5}Te}fM1Sy5K95iI2{ zy6b7emy$&17|s$x=XHUsVzwws$z%Sskz|xHCaAzh5qvJBcgnTB%6nrNoD4SkdcvLr z49=O*Gu0^CAx++BXThL$dJ&ApXdarH1$;pVFi+hco^M)~@oA#njfBQLmTSNN%-(z+jeZeA%{u9meb< zcP{(AAlblZDMIa4cYbq%4`C^;+%cUlJGY5W$<0{Dup?`XYAP#5Fp+7YfQ#0GmTabr zB9vm{;Ooq=wlq^lUX4j#=O{<7l{*3k@_vx*)apXk7TVywZT;bWi*)UGk@Mp1V2F$U ziaE0PvD4oNuZ3Z1(Kep+5~kyQ$S$*FUCxBwh111+PZz}xBA;HM@gaq$-&MWx#r*|! zGW(t-DQm=TfD@|vZDEP@lILx#lcB*5xzkZGqFSC_!x}r2+NN~NUv^|!cJ~Jy;q30>fc6ZhpxNhut)F1md?_XIfu`H?GW#dBFB8v2 zV-@#^auddHpVjBV8E==$GS2qiT_V@--T=|6Qg(*fwmiv6n5lOdx zaQ~XKDoSB-dbA?^KDK=ewVK1wrq_R)1z&})0%0#j*;l0gaCC0PxDr56CJ~0-SWQDl{P(iA{bX|@enib~b&I{K}uBxBn~fSvCVY*LBSu@JbexnsjUPp4?v zxS8AXva3A9Be=c|1Alt_i_`mrogZp@B8=wPXDKW;vNo}*wZwaXk0@o)j<70i6@AG( zC^vZAI_p`g1mXTOI?lc_qTuFmP14I%*3qQ0pot=83Es8UOK{mrn$T|GTGuen5j!O| z+kP#w>u@zw-f8e<{uL>}VdazmT0uu~T>2+2>U1ZEj9Rf=)vd;4NvwHP;!nuLD8%n+ zZlE^ZbBZI1v^JH`^TX?fR94^V&#i#f>`Ui#chTPdfkjQkT{(*AQ@Z~4zd{QCS%&J{ zydkwHCLN(XRF1Af)k!0tTRa%7-k7+YVs)rUR!Qg2(cE^Vs3O?GrDx}DAr&&ex%7adw26-Atwh!w~6 z{1ElE-V-UB;=!Ul*$mk!m0wT3d5>gR15EayTtK5ALH(kw!mdBQY(e2!KK<=jBo?*T zZ9#zmzm)uYK)Mg&y-l*>@P(5dG*>UqZdqURhBh($o@?;3!9oR)_$c?3UWdP@c2g=_ z;6)_6%N;4TkQ-_V`E@{ZF-8WVkUe<=vRe-Oie)e^uONwJH}=xFy-vXwSF5^Ukk2}~ z9w@O%%kCH2;T4i3Nj@|wQHjpFcU1K~CM8eG=jDi2g!`$uRrW;$+;r3O_$U0ye`1F% zt?(9VfeMGj>+ExvWx}WS$}!X402IL|HnMHuTT^#0sMz(A2>4q%={P`k;`Oi|)(9?m}ux*QAWZ6JnJQH~xYe+=xb-<^1Vj z(=Qg@ZLtDJXBqq~sXia$sEM8ug7P!dR?FVHsueWd;Qy3`zhb|T){`)8{x9Hb+M7ak zIxnVb4U4E;c1M6kHGg00U8H_%p;wLl_J z3|#TAd$;StmEhv-4q~dcQMY;k4Mu_EQQE@GNfrCtAysb)Y59h-dd*Mi4OQ2AVax6& ziNvISJdEhc2LzqZ@&15>cp@4EB#@D}?2L-aOYo44t}j*Mv^o?SMjP~*aFDruqg~+( zhcl@sWx5pU&d5+79Z~z#g|KwImqA|GVX0h(SQ;hBY}$wYleR`b^bP=~H5SPD(o@E= z+K>fzqK)%2T^P%)^1Ln^u25Ac8X8d>_KMQo&d^cbmkpD#+Zgtut7x`>o*99z_(zIV zTPE_Td2p7{3qRG$WL~93J}R0 z@Erk0MQ-sYk4e^=%&VAOx`FTJ4ibCRlf!E-RZ{oQi4}?=Ppn`1b+an+JDvk&(I$Et zSm=u2PZn~o>oGP|;7}%~N*GQE-9XIY;Xeu9sQt27OFqQ4$&2V)u)b+DpP~a5BpJ2S z(DhELJ=c3naEy;m%8H>&GBd3(r9B;AcLqvWmUoSUU^i$AyhDmD_IAMu{68$aK@;&rh#%90OG)Yl*kO73?4=I{V|bRxNka*^ z>jG}WfQqNKJt~!ab-L7L3{>Bug4_bDleTx{sidM_ZdxV!4N(0VX^1X?*00|&RkAmQ zBsPLBd8oj8LVv!eB*mVPimg)6M77!KGu7dJ*0ky1W_$=L-is3c(dr>eeFytb_Qq*} z`q^`r*#W9W1bEs$zyH5SaQx$u|LX*ny5hxDKOINnN!@(Xq4O;xs$=76K#ek}l8LA)pgMxX_YnA5Y}(oR zP_whpYy79nh@&5-`t!#K&aZ+`cLNJLCb*5Z&v?iOXVMeZrJUzB7je^l>LjziC4;+0 z{nzY&o-TLeOk13rWiDr0KL4N`LDUPgheWm>ehX~*BKIBf;;{a^zIsa`nEequ5xZBs zA3Ngs=j7?hKTc{-0y5vnZ~r40Z=ci(uJ4t~xejaE9N)?P7wC9W3HcWgtbeo}=yoRe zFYwn8?DCVRCJGL%!tYgE3QbPt$AyxM3g&b-j10>K{uypvRBPS+8~@{vCAi@A{OtT^ zP5AvOP?6(o^!ICj&wG8dUtcI=%k=3iO&&ho3b+gOjV5fK`TrY{7pR!?#3$lbakbbi4b1pI~Pa2NO5Wjt_&gl z_Ok-(1BJg6wE>4_WP4uqKd_f6e?P+C6#OP={xwxS=K*=$&{#<_yR=dt(i)sbJ-U-u zlXN|NrL;tBjZf%%+8HnXiR+rc#|qZ7c9k&SyGh6V=O_16Y__TW;h&5);&o9dp&J_~ z8$+#&s^4~!KHPf;`X*~n)^`4`o=NCr+d43Z`}+?aeRW{J+*SQ-&&Dh5(uM&DFkc{@ z(I38!t=n<0^cI-w8N2avE01{et>CZjM|G;>Kjowug|#7G2al_71%}%$B(0{f`|*H-5J-tHf|>WicL5EspeORAc-UA$U}Z!>|gy1OZ-1?C$f>g}MY zrbS}x^@7@i(U6ZleM_vSfL?cbBRuy7>Ccc^%T8IPJ7(kRUG0dh1E}!He%LTk6jgY6<+eZzv~3SQJom(gVn* zemF0;$4!l*#SAA5fhXc0*nfu@;l3i~4~IMVHw_Zi=UpiW;at>^7#?yQ>E+Jhn>XqL zgX)6L#3j}_^+23`Z^CXB?<3-xc2;Zcj%t$j?#_*^!;^lV`lB4jdBrp2*-#)UL}P+Q zoAj~v!P`2W%$d+3Oe@F7E63mEozAA8uKH+ah5vWa&*k(%)1{1#*iMWJZkk8bfwQrr zKSDiTBh2F=yB;O_?^ACfZ>#CR;+ny~q;a^}_!28+OS|DC|EH5d9nui5?P(JDzVTVp zhfex~Ct8xap6MHf8#&oR3Vk>F!y$9vUoYgsZ=I*stJQjaHRXlZL0LCxQ#0Vo_YSF@ zOsV^Ve^tKzp8TInL3H(2u>>&3iZ^?P*L;6Q&^R~kb6xRtou#0tMn#>&eawT(FqKAd zm#Jr8MDHAwU1|UL&JvM9|1xP!=fnS82%_}`GiKo2d~XWFeW824t_6?daJW_J&g=8p zpOFy{J-?`YiPdH;x5EEa&YmRrqsrTN*q%s!|8B`(mfY#{*r;$waOmlQnpo{T)r6|{ z=%{I2>iA#axoQj~S68aQ=Wl`H$-93>Mv|^`5GBUl^5jnjGFkTzdHDW54UT3knWZrSp!4>-)d{s1u@uAo^g48quQnC__Z=CBY~m+UUI#WQ;C|8lC8(*XUh{ z-s>dMyU{++{r=YTFKf+ObMKjZ-)En_U;FDO!$P!VyYSp@|H>5P?-)H&rlv+JPWDX3 z?=FbfE6{x%n>~$e+H2)qPSh)O?e*o=nC`<^o&S!3ofUB$`mMBRhnnr1>aGKHs!Sn0 z^8NgEHsIEt+2QVZ4nTzoHwykXSuyfy6v_d`6rG-uO;-Wq`~yMnF1q_puzjqMZ{Qzl z@`EOnf8N`_iG!FDm{AQ6E3Eu5vUSctDM9}CVgCCg6u}sjUf4QOF#k}g_ACC>#7!C2 z;65d#*#Y{Xi@gcbIHweoiJDLv3gR-#Op!YB{|(iW2+l`S3v!HJwnyfSEB7C^|LW^AZ@;T#$9i-6?>_7616(l?Fb`3v{sjiww=I{n#AD zKP_D!QPAB#1;cUm*gnOod~_$*rX5Kqp)@bh*=ED)xtSo%{O;Jgy766}f?|iIAH-ga z8d%3c$wzIS>%i%Q$XMgWI;oZl)sRfw_U)P%29Pq!L*fS9@*ZCrvN{$!(R72CZ~Sz= zoy?%)D|sA6xGCb`e4>N68DfUOkJ=1%MuRnru6trB#@xRnkk~_DfwRWWksW!z$9*0F?$5msPp{w}G>i^xj$^qYQ-7*5L zI8ZKAip*^G3CkF#z6!&GRw#wjz$s;S9KESv@-1F2toh{`Hn_30fKjx=$)cuCqI*+* zfji^>zE>;5pciBSNN7V?b6Df*uG_t2=2n5Hs*fkzsZ8CA70gnt5`9Rf`#(kX4vALh zg!;6tg*#r=1IFU)PB~@nr$Z;)d8?`m{`Uj7D<|hgJ0ko^ws%;rbbtRKR-4k=Trlx$ zv1K8tnulmlQcHaP?xHw|%Hq$ZhZ~vqXR|2%m;0F-r&*0DyY6wQ04{?>G2EB`fnHGi zuW<~R`sVaEeYgt{$vElA`PlfyRNaO8ik;E`cl^qyOmkN6nQR!gWdrXxR_y( z6>yWzA9bSF?i1Jij&us%HLsnO+;*zp&A$8OeG~Z=Z)YXbMUa_^pXWQNJh!?Cc;wWa zlqDe0K53%#?X-XGvKGb1x(@YWk2#y;l^RX0&!a4j$!zYT z&sUvo%$JD%wX;4Skrd&8MRL-eH^zi!E8%9QDMvBg{Jx!Tz}+|6HqJ`v)nb?nPZN#ICn03v z#NonMCwvOz!O;yuz8*#Mq>f3AvP&}iUX+1T50?w~GfRUiEEf(f;qqflNk0j*3OJ>R zcG0SqWvdB!@F}jgplu#`oz)i;lJn3={S9`ShOH1Mvj=`X0eaA*z*YUH=8E}vYVF(E zxdkA#g{osqDfXCTN%&wyDv~z&SWJ{nT?Dg>i?y_SD3sO`I0y}~bs=A?sb4|U z3-%wvIr~axwq(a%Tm?^z8tkW9xr^S{ zgbA^{Ea`2n0|(G(SYy>xMoCHEwyfpS6#<&PLr@Mn`q6@sq_i&DQe_w z`->A|;C+{#12+!UL`yH`YX>k?g1zu`d9n)*)&YR8D#)D94w;FMQ&l`wxJ<1uaay{L z$3Sp&USb4~$ELaBkocKR;e~Ezt3ipv6-DKKCaTNkK6a6pJf&7RRZQy4Y>>#Yw=d<7 zTG7KHhxwl$VhPQBfGv$yEru1KpO%7`C_oWV8v)S#5C%3tvmeAo z&4Ntp*7gk_y8GkhBOLqH2+ScibOSNgJUnUgT-XWrPZYLo#15vWNjs7){91-ixgm^i zLIsp^nzef&fx_MyFEakv4%0|NWn&kE(^MHgbL(S#L=NIS7uQM-`h}T}EoA&PL=}-d z2%7&_U@l^8GbC8+;B3+V3_ru#d&}_ZNKX>)061LcemJ|b-^fDgHsS`@h3G{a@H`ao zD$k~}FjR*(;jkvuhh3D&x$n@#m-e^~LR3K+LC>_e72^HkYxp+uM;Rt$2f0khMR{>5XhTq45$zqysUW3fqT@l*P z->tBj8z5NecY~>i6WP;glW_yKy6-rPo)h+|(1_7!b7H4*)szc1cuU4rh`$%b!^H;m z%K=nf7V@vlkx8Q4Cm5X(aRsQC7!J?@HJJ;XHKPbd9uR%$>8X7PeD6oQzO>=yTB8ERl=kF9kpCAN}uz>lGLx`>C#6)k>@irhdu4&@G=tTj}s zPib6(!zF*ZLWVBcx*O;<{2DnV+CAq6{}i8VV(`rTA4Nfr0_tZ zgP)Uja=OqI`MiNTA$wY(WYq%2lQ9U3Mt0Wh7++1C&y84xUIXt{KX@>a2ZqP($vSl% zK%4(?9)ydL6p+m|0^|e|q^AHf8(9p=0)Mm}ONe@xPLroA!j{}v#K%d94A})KYx@#{ z4ZLP}fIM0qqlLJ|`$-4peoStjDl7_?N)V4X|pP($Ut1?e6qyj_~c3Rb{6VvF? zAK-7_b*;7BA6IC)wHKZs6_A@)yDW1 zB()uoD=d}b_uJM<)U3EkDoETVA<{D>Y;QJgeB5=fk%5l`%fJiEBxJRau2yoT>7XIs zd=xV{(WvU8lUOGAJopK+fx?>9ZMJ9;J3@OY?)bM4e^xDd&kt^^%GbxfB`f&iHIn8TuFut{<4NuH782Q{kt+qiP<#ZyPgrz> z66o(%=1!0WElQurY-!+Wux9FDBe&y;8GLfVx3)1KIUt_FuF~3|BPCCix+2q)R4E^d z=B??)Ow{~v72|n$sH?JcXnbVx$OtVKTgy~P($UddbHRwc0~i5;MQjgCGRB84E#wc! zZI=_x&6GgMkSODC5DHLg^$8fyLrk2tVl=zZnK4d+fM_R*L}CXPWzxuRd|{u>7oeVF zaFcal$3@;uV(|pO9Cg!U%}V#dt!h+F)pPw6J7ToI-^u$Q=*v`EUqUzZLs6yAn9{hq zi=7UbE|!n+J<_K7?ti@skwCc192n#PLc(9Nn^{s+(6;6r;y;k=|NTvqXxAU|ABZVS zVoBr2f1qEow10sAz2#0j{yv-`oz--p19u>}>E+H>c$-@~SjEl&<}_oxXY)lc3_4kP z%Jk^IveF?cQdeK>d`|5&G0L4YS9$m26yV!48aKNfJAH%w>-nkfOC4$Vg;^cz;Xt7S zzWp>*%1*|+fZT=aqYI-8#d>2!z_XsGD<-rpk~}r(lE3xn{brHc&a6s0#NBIZz$+(O z7lwm1iAZ`&%Czx~XC)f_YJIMJLf9w8dhEHaJupmgI>u1bAN$TS+r;}1Sbz_ATOv80 z99h#qJiffZ%o1;_P=u%O7T6|a9Cqo~A#C-j-dhzv7so9lg)&lY~f?e1@~|_m^*t4xCGZk2VTyq@o7%BX%AOiz72M zeK6LzK_rMV)!b^#Pjm-jj6aJqob4dQfgkGWHmR4QQ6Jo)&5wiQA|^e9SI^^Uxroj2 zPW4n#n$^!-E+C}k=D~wK#c0)`cDQEu8J4iH3L)v9p4z7HsZsJyB*8l5XG*0};rnD* zeq4KE5SH495$XG~{pE6^*iK_22h+4;wRzmwvb^T^CEr&JO2}=+V9`g7O(kaP=(_c+wZP~KsG`Fa9?a62DVkxKe(e)upGDR z7|Y7cYo$apH!{#9v}%nN*3^`9X>$o zTqu6s0%zFG(q}J6H8y0)zQzf`N-$CU(1y2${5Bh}mkSV-%LM)@H}DLVLq>Nw*1QE* zzAYjdt`G(mrN{M*u7;jhLRgaEUCml0uS_&psA~@`&@h8*&Ws-}b~=;wEG*KZPk804 z%j5c#aqq1?SyGZR$wIRJuq2iu6X_HicBFHU^@`_Rvt|#2-wX{Sgb$NTdfEB2p^e|d z`uoR8qw(p-0R@Q_b%+6)0$Y9iO!~FguQG*Twc~IXU*|#RVoH`|q{?o7wImdOe0uNQ z7xv&bNmDA5Z(aUN@7XU(wvM02?^8XhWP$%~yKh&=+fMtY#CyC|eJ>#6sjy9d2L0(Vl={$u}v z7JWa*X~YM;R+VNn9-^`O{R&%dM0zr)kiN&LpW#aK<|W4RRE8A8%h^me>^1nfacnop zuh{hbu6%O$+Q*uA>?XDFPls`?>1~Wv5XlP-Gu7j}H4h8Zliw%G`~`0QBKi+oq0!s1 zom2U4G+9XIr+GN^PDgR}U-dri8&@1;CJGLG?Sc5afPe5Vz%h4G*&~a>;Hkg&(VM0dMs*$*ZT?NIof1D?-5jeBOD+lqnZsLugaJ#z`)BT ztG2&Xj(wFMID>peZjWh!a(>`{t_8(@wY0YQwPii{=Nm78zM`b03_yB<4{Izks2d<1 zzL1A@!IH#XStKYui^fI6e;UeY<<@3zLPWtZFNs701}>{Mbz{xD)L13NKPgUUsNIO1 zeFV8#=`+o)M68KIkYUWOm?MDWEQ@W;wR~8<`7Q9)Y4m`Z@N0)6J$;bhYO8Z}>a4zg z26HIh8hsJDPF(VH1ZIxl`yxL*t>rPj%y5Te8Bq zkA|$AQ?iC~@IL-&9cxMeCFw(v=G}3LSQ_{sZfEI?WTLDBHje&$oDAgdCNh47{H0vo z>$?mXHssiqjPdCx0m^>%D%iKhFUUFx5K^ICpg3vi_;u|xp|!#t~j=8};Yc?H19 zjN6>B_xb3WFr3#UBQg}PaeTI?r8+73S@1_MuLfZg4rD7PLJNy0oYGPjmmEABLPeoq zk*dM~@pJkQWX~t_?ya4-=h&+i_0^diU*0#*56WUBLK-{gG6v!?%sHcB_YV?t1$Q!2 zv6ZP##k$YFyh(*GO1khb-QDV{EHDOIN8hwl%^tx^;;{6^K->^e1P-*Ck|zd(%_gQv z9Sm9oYim@n+6EeouwE!jl7nRfxCDa3lA>J$P1j2<;AkgYzg-VEFteJ#b8v&}pM50VFU^!8T!f@kiBK`E9! z^rz|k4;6GrBAsUyEOAxCd>#F9LXFl@nRu}Wa?2H2)581JXq+XAM}0rjh6B%Q9G*@x zy5$%yX>jEXi_Uh?yEx9Pci@YXoh1J%YOmFi=62z&>zcLG z%`5<%V8XgklkC6bcd(Ud1!rt8gSHOO+rFQWUe2_wE|HAff5XaQEHtl-lW>aEHkJIa zPrdO;gTudoqO$(#^eP})sn_mL0z{S;}Qqo+~jqPO& z4@%G)cycSt#L>MIJe0R(!{0yFLMb7)6xw!m_fJ1r@X&ntQP1Ju;1AT40xI?9co31nq61&LzlzOVrYCt?B zvq~|*_9>m2XViyj9Wdw;<8`sZmXQ>Pu!~YG8%_2uoNp=Pc9f5KEj%1*2A!HN3Y78Q zJ?F_0b~Q*k7Xr+D_){Cv{gW{8-s^Hj!i_g7G(WSJOU{edaf8x=Nf3!HTqYia7DOMp zWteK{O0Y%OJawTkKJ}^jfh|>$(H<;Af&1lC>3Z>gRi0(1aZixptu6{4uTcG*Ze%Hf zJ_Dp_MfcjOT1w-!*0*Zb*fg5KgKL29n`Q&yeH5P^7@0BtD|fM^+xLmMCN@swh@g4c z63v~xd}$3~9XwI@qEB)|m#-(}j;>`lff@cpf`CwiC7Ar3uk^7vIU=q znEguo1lbes3nV{>pjd|Vz9h+29ne9-0(hleS8*z#vnZrjFvIE^A`n63P1j5T;xrcp zJ#m4F7JlKr8sGPjuJ7k=expQx<6(NMvw$2I>0SE-i2i$;*p16XMu_>asr)mVD7@oh zU{glxrxXPn?79%@)6|QSs9OyATm$H${kpzh#Ya#aCxcE(dY5y{e4IvAKjEzi!~qIO zWjHn|J!(Ru?3rV`4%r4o8SDUIl* zKdTtj{ibRl!YquVZR^weauYNTmcf)mAd%I}iN9(<8`gwbyP^bFGY=tp=@qq={?DE0 zeQ{cl9&Qcc8=NJYa>6}Eec5zqVo+p0X#}D76_}!{2k8iw(ohBYQN$lG9Wo5ilwz+_ zuAu;?yV7D9%BU5kyrFpjLVMEvp2Q2y)5RmsE?_+WnVa2o0l@0QFKoq%DOp{;$R@*L zKuD4NCa4^Al(2VuV9=NuXQvv(_ZCC7_8?q6sN%LgWP@$&u5Ep|Fd($#0L~X~h zaU(*}1eQQfCQmdM&*C(!S-A#%Ua%gP8Hk@%=k%CkU@n91Berg!JJAQTyZt@LUFBq5fjDrmU2PFW`FlJD&kcGG|ihpT_)ZPJ>H&77=l0 z7tc9LiVkr`J|tt2XA9R5+U>=IJ5NaJ&uGbRXVDFu;f~Z>4?w~*UW2U`9C$%9by(qChoe{85g`mUUv@XT@nm^7Amb)kp z1@nmbX<{d|CdICPR?8=JNV`Z*>JJDDtA|LW0#EqV#6x0KQ#b|pX4>%B?M4&NuT*KJbz)Ng zV-q``TjQoU%>4FO~WCzs;F41hV4DO=z>wI zQ;*6N{yypco-+{Y@KdjUM$Uog+RlhRU0RhM!Og$$26+Ak&B+2xi>oVp&&6m~M(%nU z)qQ71{$$Wao{kG%Y5dUDjtPG`+I}+dN;egi-b?p%wwcG~#Bf1u5eI5m)D-Yeh1-5Cx;ZAeSk4)%rOZr^t;P;j|B(#R3 zQt;qL6EMzx^9lYBMB*Y{&z;zpC6INQ2^o*C6-Z~%kB|smxGNtJRnfVJSi+cZ^Rs`X zm;U4pN39wy+%cUQ6fmR4K3{d1bz5477nmanY; zjmi#8m9fSvOwg&;%2?1|++_d8Qz_6sDP{0>>e!90v>4!~9hhe^-@2K-&2dyRoz#Dn z$nm*jP$a4OwSTu=&CdHT%L`l1GG7XL+@4|Jir(|CMt*^m&;JNB#f=#p8hOUpGjmNA z7sTFbt}Se|&Dw(PFusAWtSu7O?Fff<;COLNGcRaeBI5U53|tPmjj7Sii`Y@|M2F*8 zcX%Z1>Ebck4k(ewyimL}WT-C4&h}#}SzDqtcqH}?{a5XAw6W-%3!yS@Cgh|Dm!t2! zJ8B-2W=?7^Ut=}wnYQWJ8ingfqOoNtJ~|l@iw!WBhW-R$b6X=H?aDn_&W{@Eayv4; ztmDx!la2E14QVvLUo*BcJp75Y48%f+}7TgGN?8Z@R=xxgN~y z@q=EeykyT*=QD(ie~)Hlm$zJ^>0&j{>0#h_Otw_;b0cU<&!T^qx#NOs@SUth%8iSX z=-uCl6PJHFY(re5(oR8ga(X|)slw}f4?!H=I5k2fUGFxHXd0jg56?BxU8k z*-9`8O+UgIEb_rWfAnSAe?+f#AvEExq^Cq?6>w}rcJv)y zao_U~HQygV3O)V^t_L| z?)ziH`?*^nFH2=P?O#1Q1fODd5&9x?1L8m5?hGLagW8?=6CV8Z#z^}fSUP83u>4SH zGGcqo9J59UuH3kuo&CJtYT~`|)rfy>CE%_aLve$Zt=wE$9e`k_?@%`B3(9!v%yrnawf;FY^m!TYQ&~IrY(gwGbO6*haSZU06 z=Z(ZgE5~kDoim80FWHgY-bP+Xufz9ShV+w%0x#I{-&N!I-2Fhey)j{#sAnN6ekOYU z@#-|Xq?I3|(zwOLSe?(FXnNoRRy~t(J%bURQTb@xbb@PA;|`t4hq0a@PPWT$bAroe z)w*XkcAjzRu6_ny>qjJ?nKB})gWszP#G@1*-`owHSAOjBRbKk>x41o8fy&BR5yF{N zeJ4Jb?;WP|7OIi4>#mp#if38(sSNysZZ!QpwDfv(6d~Erqe)Y>*I+EwT5%g)X=+K` zv*p4tjyQkNL;D`ZT=-p&B39Tk)$^~Y{yh7z9@gYGW@)-I<`d}j(rV3RO#;)7b$Q8{ z^6X})Kq0=xOS%(%oTsqYZLRxPPSt+D;i^`eTuwmJN8kBXI?4}_v?G%?1C-ySDKrWW zCY+u-ld_vXw+_o^v!(E3 z|0Jmhj^bHiGO}#eBRQ6Nv9HA6XMJ7ubJBitNIE-|!AMRF*V6gY&`bJa*VycL>a&`a zzs;c=Bs1~S>%~pb$s2>(YcJimAJrpwm!1rYreNo!e0qP@_aZK9V1qp*qg;98E{=*r z^T2!~bpLD6Rl8L4MG+1B447nJk^<}gJzdbv%;KH$)a>x7ls<9P7j<$6UO^@>E(r#G zLfN-v)!o+23K&lYPV;^5?Guj7Yu=D4YLtqmYV8J|?cYi(E_d=Sqc18T#3uKRy~bvB zCX&u*nhd375!@kB@b3^Kwu*wUqba+A?R+DcppeR{jTGb;X{OZuj<*GY#?T7@PXCS+ zt>)d5nQV0zOB(a#tFwEWWXI+<3CznaFJ4%xRr4UhJH_>P1vPUll^; z^hkAlYaJ6*oJx9A4_TOX`6f?9JGB^St|ijuHbU z|G1|+UIYyi_Q)VEfHX#~w91V>`tseEo$!azA7^ym?o(vs#U^IIn=Qz>hd5VQwrje= zQ}lj9jyy_So6(zsFoR6?5htCV(X_8u?*NUivGpiGY_Mo-SMlM;|3puLjS;S}N!z(s z`@o2E!|^%xc~{U<%agUd2ahiQ*R|Dkvpo8c$inmu4TmZ_v6@!}^jh0xzWZGQFs z*8T11mVNfzhl-QY4tm-@D)RdJs&KjLsVe0n8?!Z&Ye9C-Ls=*;H<{h9q*1YD60{}h z>4EwSR_#13ruc?!p#KH(6QS?B>1f_MOT%)%i+`vBiG`ub4?9=rQO~H?9i>C_`s!Y0 z*v5^UzhT)vm+Jnj!)%CeOlgHfw2ce_&PZN*8>oplv@&!IBJHRX<*TNt86=Yaz8j*j zV4we0ud+lW{a#bqcSoAxFR4ZT*K}5e)IEoMsbqKU0FC#md*3*`lID&Ae%;-d)3j^E zj`P1;Y~=Bj5BmPMbL6%)y}?x~M6B{-e@1Ebq&&Cf<^htkwS>X&-Y@Xg6tpdGYuI68 z#d<<)FFSWG<$4!$K}v3FBI|~qbDMXHCh~zF0CfW2xX{u@pDr(^{9dTNN)*bGwl8s! z<;g^ef^is1)4d-)m>tWm7Fc1eq0UQKBN~(pf!2HS$f1cURsX|ZLh-7)O{^5}zuIn@ z^NIq(GKRY(MP8|GEKY|`~EF>3&?*8$<>QifwT%I5) zpA7i5SNYg{Fp=|ZR3|45!?@kjgA%Z&S%`{OXPDe z>~)g-yrMKBHP%Gkgat1OP5FMQ_7AMGCnb)x6FXZDXnq|Ci#vR*0{HHQ^~Ka zXQV$iU6+(5(ri2IT;p8f*uoeXPgp6?aCg>twkvQ1c17*|CN1RS=2Ffor`pt;OzKm? z7XB4q_L_1j8&(n)3AV4LzJ9NEbu)?kcQ@RKR^d6*Q`}HEgBZp9!4^S+z+jjtOl43S zbD%tG`PA%5P3GNjbN7{0g!rrIUTvWqF8W|)VpJ0Vq@h*eE48)Y>OcT(Dc_8Yc9vUD zyGTUY83ro2OKny=Y?A>I*DDN3>l$fS$B21kie@$px+nq3cM4F(svosO*Pn>T*zDIk zQ4CSJc=^vmrYWKpm@~c=BHATP&+ zN@C;tLM&8u9Mtv*PSfHCB;uq9@^QaA)qz29t8ye6pfvgD!TlA_Z0WAZWoQBCzkpj~ zyk2K~zC+@^`F?AM4iaQX%PEp|^5~bqlU8%m_kbVaM6eW@f|ISze?29vHhx9a^8ruw zCHtO2t6szKF$~P^%ocFH_g0`l&GRX@`?4rF27sH+(j<(24e;Gs&413O`SpoP=BEkj z8*M02*5@;_%nO!6!p&DU9*aIZfPrDMukBR}5geI~bx{Pi7;;s2m2iWpB&t27B^#H| zPOg2l;`RJk+*S&RTAqGdBrt#Ns=mK1Z z#xf!O3AGfTxc0>cA+ujTvV0R2a7i%MIb+td;a$K=bbdv z73*aITY_gcjC$$8cUsS^g=5(d6&g&=w;~vl-BhYEtO9S9wDvAkSURKP6j8&O{j%%s zxPf({-kHM0%uyI>3$7Z|PN2bst(t@k(BLQJ6On%Tq$%McV;rr1FcL`(bbEP2kNEQu z?;?X~{Brugh#l7Vzgo_gO9Il!9B|}@+fqydNHX(en&J~EDGYU;i)SN==Qu!*ExegU z^Yb7c=_NYGCqa+D5;iS5#-HDVEp}PJqW!1%klU?Wh`83)K9Vsk2ATLwBA`U?#W3Id zz~D)&WCn`TexGgafjB;r7~cc2+!{;DYPw1Ec~Qf;WG+sTpzP2xN0-#S7zGM#e*nfQ zolv#1RKr3#tz&za%8Cxqbrc0ZsjCfsaB}Y{f63^*u$Z{X?QpHMD?C55uV%@ zmlSQLW%mU41;uWBHtZ+FDTQ%zEOwhz9}uQ`a1v!1P@H>h^tFirh8IO;4g2JTo-CP5 zXHkt1t=V9P1e7dzG2cJi1iG5$<<-BY3SlBj1may?PBNSW&AEB{d#$Va%(aAP|2S;A z>3lAL+AYxiIH|7yjyXM{UH8NBl~73Vdg;Vf3H7CwjQ5iOWncc~Oj3Jfi_`GMAu&^z z!(A^eD9OpEYiUnT^fq^E_S>r9WYWIfg3aH7Ef^kg>tP5+DVpbBtFx5{CO8-85I2l|H`0%1}F__ho6ueE*6YLF;?pg`Av(BH$gu~~ju+sd` zyDkccw8GwmEuaGa_WGV_GnXTg2n~O-Osi=FG0}mox6F~Q-nlqTr@opZwxxZ_Yf#Zr zt!_FcSS}uq-xE%PWdU_OCTdBP)L-nKT6{c^nEVC!75%6%!*{p4G7YnQnW?hn%u-MQ ztc*s-4WHFK&X*=-&Qt!Li>Yw_K$*$w0ET_o4VuQ%bDPZR&uP5vr8Rf*87z(*Py_5v zxCmrWS2<~a&M7;9S-K?sKdOggt2M$fP!OPR$^ib_YJY&~!&!--LsuHJO;MU4mV?7+Ml@*j`Qy*&+3#q2pPEB*r&4i z83n$rd&%)J86|)LZ*$JJW507-ZGLMr+U>W?(d+8*@aGjZynH;e-o7#C|ygiZHu9-V3MYBWL*6xW%$zR@JTn+>%%-Dx-#>E8@85aXC_h6fW#6jya|$MCRS<11_isT{->;d zq0c5EJZ`gSwr|Et2U<@Wy5rJ5Y<*3VfAmC*QeXBM6QxV!-nDl$SU`~~lK0O9+Xsb6I_8wY33(c3j=cHze zhBm}7rmd(*Db6sYQQAlEj4M|XJA4#u zH5O;hHiCwrH2xYA#$3yGQDP-`f`ukt6Oa^)298jTgvO=}nqt-a;%FI#yiDIIXYO}x ze=9@KQ_HmXx4W>LxZ` zJ5LbUG;x;iR!SI~(9I(&CWOW67Y{Sc5AEd8)?mC4p5{<`Ox}x6FSrh0O?T~NPUS#y z?`2cp{N{ed4^$NqFNtvWYZMXV)L6jIvf2`MfC@N|U>y5(!9$0s ztH!mT0pz&+&DrXfcJq*7AS~qJ1k8R~`FS8CZOUIn@+7oQ)jw@WY^Nos%cd@~BJUJa z=wnb>JsDUO6yvX-pgQ}Gz6m)N`Ro~?t8UoOxYrZLXU&XuSk0{|+h<}rJi*yA#^Ge5dp3xmF#bNG@a~$YR%25ubGCddy2Vz9s9o4+Fz-L|W3&83DLRg0LB{ z_j9@RFrlh=g<@;SaTIrRNX){*}g8gE5f9Llu?M<@&1BLlp zBP2^L$_M`g36s;nW%w`QsK6gH-uVg*Ck)XIEksG2qk<&H!VlltU~ibj=&2sA9Ok}X zgY^^t11T8p#tU6K?x^e`v1PK}m}#9Y6p>lXHGZprk2$?K6uMXUb5wdMU?>pI(Ip+L zIRdP_0U|~PSgY0BwLR|d*E#g5Efo46iULrZ**LLJ~gjw6zzuPQsIApd*=(<IXWU1=CVD6{Ev{ z9da!!V?jgW^2$!t*tv!u_q36IVXnp_>y_0!6=%k6vWOR)j!8G>f2=?yWTnBse1bd{ zJu=DP(-ew+F&OTmZglc9WUjb^t4@VFh0SpGITII>Tth2PHRf4teykVvL895y>5ws{ zDn}=j(RRXuZ@z0s?(L+Oxlf``V&KsO_+DzS;@ZP^@;Z1vFWun?YJ;tlXarup>r6qM z^rcym5ACem-d9sz6`%B6%xG_ZrE@aPFi zBC00)4-^2unM*T!xSZnW$!V2W4I;1b{nD$1SZ|#nQo>j$4dgi=kNK#+`+g<&B5yJO z2r7N#q)ef3>dJmw`jUS-AkV*)l|OCz-eBy^FK)b@eM2dS{ZesfyIW?;NqVo*n))HK zZBxHF)|L@Qt_%bny__WCG(Rq!(*^BU5gB)LDJ2frzlo4MTuRi~d`mpPCQ>@2qTDL^ zS>O8iD~a0;)>!oDXw0)RG|1z;JhkJ+tb?QD){myR{gRNUqp@a@5{%qf-jOda?m+%I zZEY8&PPhrAf)1o@cR8!??Y$&6BE$bG2^i>$N8Nc0ilCIija*qHPkO|DiLzgdGG9OTzwLK(EBlJJ45eNr8)@-LiZ-{X!}g~ZcXGbM(==}fOT$P ze^L2#C&gg9$A!-XdOY?URm8e$tI$sEh9?w4e~-_(0tJ1q;lK(JwI1xZw>(IG6AfQ&%|8S4^i(_RsOfhr z!Q0Q81c|5ysJG9@-d=us`sVgG^&n@p2z!(CkJ9sen$DRq`bhF&*;O1c!{B*Qv;`X> z%K^Fb5*NJ)PNzi%?yq51;VLwCt7jAj7eMhRy73G3QP`Hv@%?g*eSMkz(!v?v%5%=To;*21f*NaHPw}hGH!*bB#GV@ zx2s|wFo7BBh9R-&H3!oF0QqV1D(bIU#n%7f*t zc5~oL-Z@m&CpMHpnhpTbB3V)ILDaA=*tbozY6EnA3 zd^F&%X~TM0rsAQ9CAavV{h#cf#v@lOl+PA4uvZj<@}-Ry8y!BSY1sOp4jQ;>(cP8h zMRxim<4d&ILWYBBtD9rZg51;l&024@xg@M*^>GjVt5&4*8A{2Lcp%I;vr7?*gIiD!V@8l`nez@b$jrlVC0{OA6UsOXztKx7~?& zoNOrGrN>#NaVc^KvZNMIEV!C9d+y)$1pCo`-hCoSGU-(;d_6z}kM{tfWj<99 z?Ba8beAyPLUWuy!@tdNA2QB`+rq8iY7@SDeOTk(X3$>$;7rtxdAKI5H%}pWtsSaC* ziwyv6=}IG~;d;CSc3Qy$Cz9I1QN7<%2AG_Nz&Dd-alBCW>Fhk;}7r}$lm#cE6(r5MAuiH3B!o>!rvIMK~w&bDoAoT74 zpgZB7J&*QTWeSv&BIe!9jL;0r`P#XmLSMyoq(rWiNnyRM0~Hv&COcT_8d?JSX)~B& z^nhd%gwJEpSye^LiL48UK1FLLpj1}A!*+T7?)$=WKxw75HNIwE+_JfF!gUNtH(IjV zc*%1a4W_7t$%j-IYr6y}SG=NnGHmpj>+hD}*9{4rq1h2ty+)3g?iTDO2iDXv$| z#$#MpghOW2sgBK1=MXQ^Kb*JK@_9Bm@$0T1u&QF$gua?kGyMmG%0|n~ax6hf(l;}V zRg{@hb><)xUYgzSOCBG4_B3V{xpkX@G+| zpQLCU*WK`DaQmkSB5Szn4P%Pikm6FIPU|?)dmU`@if%tqs~tsn+=aODD)xz`4PDB_ z>dwV|XIdUgf08hj%CUwpz_S{sj9#A-{8kC&$wgOLs4&}sx_H6>XgTlmE=AjS>ZEGg zt#w0LYsbv}oW=sfRgtj+?4#=m7bVM)4)o@i@YP^^kbgQ}_eR|qSN=2jbG>`z_x&kZ z_!I}+3;B5~o|#Dlf#~A`Y^bASVGTk>0AEABS=0Ne>{)iS0_VamR7ytIi z3t{yb$dlrvHb2H(?PY-6UHd^2{{0t1m&}-cgS{9#EYzi_vxYHEX(kvL$vNG8`$FNpyITKZ1Me5}@G=vM~@H*Qn0-B@r8Y69GA$ zV7xDNsQ_m0A?fxK>?cdt-8UItsS?QB>9{|K1e|BDgECpzv0RK^e`=d4;H6JnD z5S98GOxh&qF-Vo6xZ|Vvrv6K0D&VEm8)|x;2r3)ieZ@mf1V~@GO!$fp%nsSV`;SerH6H_a;qaCI#feR>L5LEScK%X+_u+qTk;GzM7o>@2jDhsq18^X|n@@ zMS-3FKUky#goxVMp53X|7egN`W`PsR(>^EFrz3P^BmaSZ7(P%rUl-R`<)CkgJ0Ct9 z&o0&N#5dmIcX&M$;i~O)`{QzW{*ABbsOfvDZdC=<=CkOPrauA1rnq<4OAi-<((4&J zIv?Tg%VxhaYjSvB32?>p2aA&$TP3tGv_3esoy$ZRH*42K!Ul1-tN-TsM(e>Nj7;3y zAK6cl>`r>IxIXHRmAB1mBf6P>!%vNy0_nBaa~!K1d69iBT97KjZ{Dn#xemW5SNulV zWl0|zlvbLqrA3e3BMN-Oe8ZW%yI|%9OM_lWz z2uz9X#;RE*jJvvB&pdK6eE4fY06xKPL(jI5k{Xxg3&ogT$cu+*#^u<|ld&qYATqZk ze89i8sR{d_V$M7rB>Pr5|Bt7$jB2Zkwsvred+|V_P~5FZkm7~lUZg>bLvaaGpitc1 zi)(Q&8r-G0LveRVZ{B;y_x((Aek5m{?7i1ob3XGY?+%QzboFUwMr^APAICE`>yp~{ z4?L+@=56Wtk$c)h0mY}4trGSK^}yjO!Dx}H>~pX4CLEGWB!=qgmefsm>HfqdW?OCs z+CRl$*VQ42SM7yCD7{gBP|JupLNSC@VY!41Yeo}Uodo8VGf5u{(eydJqV|(4v5=wK z_Dp1Xwk=h-F5h6>9U~;IVkG~g#m#&uKIZ7@R%rcErv-nqMw|_ux=w=86mwI%ZT>c3 zdSHh0jN>D)DZ>;+viQ6>S0b%gmY&I7(&Lg>fI_QGlZn zo^dIRIUi^1p4<3n_W;kooG+hrAkkssRTV+oM5$?nEz5(bcg!7--9(x~NS;W)@f=O^ z%{C^HM6-Ao-VJyZSum0m#63YWb!@i%R4-SEjxIPzzOiw&eqM}wNS>7R%k{DmUHqW! zviU(u+$HsQq5Mcmn0J}q^CcRe^JT?kUG7J_itu*~)E=Nsg*ra-kF=7W zIIsZFPubQ#48Grn7wN;FDo;)%E5v_{k#n z{z@zY$ZA%Pk^Vx#ltj+To8q7xHx8QcMmLDsq06^a_`TXNxUAkw=ovG9dNeW+@D4Vg zUY>}EW)b0~72KZA*(=-MB{JVZ_Iiv!?ybpJFgD$NgYl&l5z^#)V;XR(gZeA-xhIi) zPm{nt%zgW1Q@K$v%~*I4;4oo|ntV8!H|8Sx3OkC2*d<($^5fbJ0@=-Yn)pL>Iv(w2)DxE$#A zVqbmb_r;c?@2u3s>ABRMI6O&3bKIbT#Dq=d z8J+v-6JCmVumdSoDcnPs@BAM3K}yFGB;4zU5w_|za3qJxtE)x2_2v!VvDv#pf%SW9NN>7kOwJ39I1D`8ju0Y# z>okdwRzkpt(ibIEx;S}dt?Eb!g3%2$c%@bb^ zBxoM2V1oW?ut%|Vq0PH57PUiBaGVaj?X7pf^Y5Rwzz?=4&>bmby?79ZoMFD?s_mHEYKj03k&G(tb*#p!!c#}0*_GOaFmc7#}gOLum-J6Immv#IJ* zv@f&^KUSPmD+(%ZVtf|Iuk>L*OLbTnIihZZo@K%Xx}TZrR$8MLBfva^0kr-fXq^1` zK1GEfW(-k9zZjg(yV>XeIxj+CR{~(y1i_NSEfJlm+TG4qQ(@oFme|U}?N2tE6vYMu zR>YU8>Pnn4QX7_{ARCHA+yl40Z>}uk1f1#!RH~5m$P(W#=~rbYmhTcu~bpCvYrpz zYs#aGN;4Et0HzoRuX-~LI7UrBF(s%d1fd)(Wt zsGD3i4nLJ6PB6a&N8($ywP@2|NDm9W7C@Qwq-{NdQHrX7p>YqjhN1KzfKBrdeQ1aM zivf3RLX!DIYxGP1mwQVK6CxYQ`~mIS1}VUgIc>G z^kRoA-ocVX4-5cdrjw6`xo(Vri2UGPZT|ug`cjqUoDNQSL5zfMyFAx@Y&M(^S>FtC z^BUU4kvr<{Q^)#;CX7xDz42SWZGIN6vTAu~khP&OmWcWX*d&_&3|otmA71T^bUQJY zqF3X2Bbv{-o>W_ZBXYxB=@Z)V`EH3b&$i39qs`vIHPdJ^81x1!P4U&k&vA579B(b|a7IOX z9o=}jAu4}UjL$YI?cYWi3r0SM^frl*=3N(tT3Ol9y-dpn!GO#luIr+X(fF}emrhGL zrO0>|NILO5ocq<0s&PV$uK6&0I?F3^Y8)@y%#s^K)kvL>o+QK_26Y?Pr7f79i(sNc^$?_-8u;K`gMs>_1zZ6qz)_x!oDsV>mSF3J_OEl_pI(3HmSYP7phPU<(Z1SX zD(~Gjr zwv&D28jy&0BSOH?n~kKVjUlp+NO?8ewp1)&b~$Ai!SZokK2Y^cbikzYWT4ALc3n77 zX9yM5Q(ET~gpKp8(-|<=g|XH(cjc`~CrZYL|7d3uiNWzZ-< zN?%hGMj;H-^i`J z9y!EB5kYl(K5%YWqYL##nxV^tvI63_R)7ES?N>K^`HZ&~nr}nFL+$fi5o($x3H&Kc z5EpVq(GAGV+|Pzq;v9a5tkCc^dqF5r&G-2Mg_c?-!pCB4kS@gJ?bCZM0gE{OJ7D`Z zN~TBAz}gp6(|6ZUc%yk7sKDls#y91#Ms+CGJe~l@SAo);!CIn$rBx zf3{yQ6fzS+TVLb*iv-O=4ufs@`V1W0}Z-lE|Q_I9R^2J5qy41DkRS-$<7ky^|RPOvWpX<~l@P z4?5%r&|;)L`^dY&Tovg)HSeH3C{FNiRLR|$Uk00QTso^a(lq5Ua~v!MFkzKtW*vfc z4jU+$?&w7ritvQ<^jLc8(CMn?4^)vRk)?kj0H524oJFN!oT^CqRU+ba8`;EK*2=%w z5TKGr#-2IKoj2J43wKq-v1B5iRy6+PBm(k~55c6>6_J3aG))r=#vKkF*V6;gZa0)9BLXK^g z{?m)H&?%9KNbu9X6Jn%w5iTy@fL{n9dq)cw!*2b)B`(L!qGZ0XWCEMt+*J#CmUzax^BQ)I=n=RzKAxvfHM4N$$6m)sl<3;=2yzMCVKYYULy*^pO-d z$l7Ezs?Fuq)1M;cqY%8}08jJ)^e9hbbni?nVQ8t>Hb(z8Qg)7)m-vM`dIXmP4-dVe>$rPPy zI5C1PEY(e+c>*4ZRtmybnZpV-&J65cV(I4QCP_MyMB>P_SMy^LA{-EWd50MEecgUq zJ#gWPE|^7N+1WoE>wE-C90w6jQL(-?U24fMR#F8)~udmm`D5R6lyvF-;HE<`*e{cIRp_X|rO zvW)ZfO)+u>HnQ^FUE$?$)Nq>SEP{Y6sBjeX<@3c6*x3JkzdtprEdgC(zy*)L2~tVNs#ymQC< z;$1tuBX{N=EG@p*4*0wi7r)SE@ElG3R5mud)lg*r(KZ}aX&POfS$;LrpOo6f?-IrR zAZ9*$7uAmZOy>85V^2ZUq7)(P$sx>X`>I^-yW)p<5sul5;NK(>G6jfzk=l+S_1Cg8K`MWQY_%1@4fb>-2?|<6jtdy)>nDl^^9l>WoQp<0&P?)a+DjOlYOTU996L*V zv91f}MMIQlqmFx=#{ioqLRbT~V$H@T1UOc19s?mXTpT!#Cny#nPq<(7q^Qgy5@Z4k zM4(d>zu4lTYRN)*1hWPAaX)d!_H#@%o>4FWU%WNsT+1hv{!R}qP4(091P93%BT!)J zXikbEY(cyVw}l>PVoj#)$hln1e`bjWY5YHpmdEF2=LD1r$8)>&5v-K+D(I)WE-$B# z$BE@V^?d~9I32Ue8$|+srLIEE0$fz74)o67FdA*{CG5VMka#Ha(SvTrr~MfNrcNb3 zI;+}Ghk3A4NS?}Vs%WXRtan8EzMNv*&xYzj99M*sGJ>@EA}r@Ar-d;gf20m6yl2ox z`we3m9P&P6V1S0>#7cDc7a4>;n0oS;J59^Iab%GKxeH9}OX|I~;_jyvgtZHACny0> z`6>bs)C@$%UWdRAvi4;GZvqTEg^x&x>9?KYhVW9vaOd4D|s%Aj_u;Vb9Jb-lalpv zoMM5oHzYq;+iET&6$2=KxIKE$*}6Be??TKHf{s_etOTgkDwVTl^Gye$^%wMii+aOj zCHjMa-0%JDv=`he$*ws(tak8bqNzjotHOqj4hs#z$#2lt*&Z{LG)Pjob5t#-AikUBHH8T1!C3DheRemDuiZ7vNDnGM2mifMlxD-qPHehYz51}%@s2G%^qj3i5>3g|f`e39>tYfMxR zfIpSq4iK^u@5!aTRb7EhBK`5_fAR^5(3c4tM5Q-_bz&5E&|}4tN@6~(@6We^LS!gU zi!PpX{{9wvxn>JbHsN|Px6Xju4=y*MER%1wfxj_&f=>g9)`pdFW?C<`qD2PVYO9i8yE4^vzaMBka# zcH~U#>h+oZl+cTZ{JndrA+-qbsqID_*0a2Qo}3a1yw*CnJ~=b?yAZnbXQwru$R2u~ zyjt(#37T(P$Ab=*Bj{!mk77`d17nX1F)!nHW(Z=Z#6U*V^I9`$rUc*kZ)g`t$2IDW zc&*|Rc|HS#Fvx`V#>fc9&R(5BS+m5e3ku=gd|PiG{MC`KXe$~|_Ym}Ls`iv(#ml+B zDPHx1Rdn%mtNtyf4k3S}7B@L+=DF8h-l$8OkO-dt-c)9elF^XEP)9+$tXV^WXnQ}b zLGVDshWv`Y`!isNS}QVsPwp#Y&KlX`%W2L+`rl3jx@&N|SeDwwg2*uw5f?b}@?MwQ zJRW=_1@(1#^1qYlOq%f(O@;Q@evU6M`H*ry1oX)C)*68%P(4#T@-^OPRW;HVv{DLoQz-!p}m^^xu-yWu-5GU7xvGdI46yUjlH=pcOUni}}w8j6*+3`<-ga_vZ0u7rA#!r|X`
*Vou#?^&$)9}+`&&~CL)EMwp$3_XQG(vmozL5FMJxjK9`VXLBAuW^=1;bgnMzELP>lXNLk3n;WR$o?P{Y3p6Cf-{5 z;#q~=l82Ghd;fs1{IYoTU7v1OHmQM+EI3|Y((>)qN*#LvRU1zDpcO}Z(7L5&{P0#& z_quuX8CuznUY7Bd%VJRUlG9ZB&Rmk1w1zidDABK4o`Fkt`5@0Vr0qAE<~N| zHEF_K*?sceL|gWk(KFt^sZ(_7i%R`1vZ6SlF1?$Z%9kIY?P3_~<4=Ml;jT=n$jswg z-n6p+xL|+YI4Q7uTflc&3 zAX5C5x1shOe=>1ic+`a;u<;`wG4bT%RqIi^i(vvZ7Yq>u0?Q_jFJ^T>RdG2Qv1w(h zbwhpH_npWY64KR36VGt&AA<4FWi5Tx_?l4_uTHiR^|mDD%G>ayR0lLe0HXC=s=(9t z$~knztQAt0XxDve-=?tQB69I((QQpB}_S3d85ik1}E~0 z>9Bs#rHrr&naPVm6OByEk(^wEqo=Z_-m(epql z@ zMc$Jzz=PPBh;R?P2ZhZB#fA5q`7iso36mAB#;N0?dz+*b=v@k2PVCGwsL>`&deQ=$ z0l#X&v9)$lYlXMy0kjtc%N9Hp{{Y8=C%v<@Nm)YQzuGDqh}%74Lr;8>Os?vWjid4R)pg8C#NK>45{Gh5gT2b8bX(*f5~TRC|06Soa1505$(#D>PwZ}m0wfTv;{&Hm_}=7x~lo4Of~wbu!DCS2=x zFtfGJZ|AB%I72r7e7&VA!ZOx5Y0k{_d#{GRpSt1n^!vfwAAnUt5*lOm zq=KL%n0ekF8sg&`ixGj+^*=LE>3g{C1qkYI88fBxgI3)EGt;uM_V|cGhX}EMv7S5P z-s|dIsFbfuxgigXtLylUwUN>m+gEtL?i0-ZS_UxxJbx_RO2o@;jj}#KxV-n95y54^ zsL9v6BO1&LFfFf%dx$XCUAqf|)8sHpVgRoxmUZU#WxxQ!V^T@}JHsga|#4g{FzBLMM=b1pi z08R=Rn6bOhj`Y{w&F)Qq)vwCeTH(%Z9_KqS*4*f#TDQJCC_3siPtIuXn8-TMUc8|| zpzYedJYsOg;-0(O!5w1&p>A6G=DF($-utCAQCPG*9L-``=q*xOWSgw)&)}^?{?(Y|~IRov}_PYI) zh0`?bgAmQga8ghj3DTjzRm#=S<;g>Nsw0_K`lW#^krzi?5|CS>rHUv2;<k(GScMu;ivMa#*-M5K{UOa;D1YukxRhBpI^V21renK-xF5h<)+qTg z{qH|I_uc8Ty-Jd?>mGcZ8xglv>U2p?nG#$5;P>j$viT_n(`JF}VnxN7A1^L4b;3!U zEq?N=4LCx>R?Za_!-vTG$)6wTl(jnu`5@%4C;2~sL_)g23Pjrap5e?EJ!-jAoZo757R;%d>9XNDm8%et`Sj-Tb65o!3SO@w_Qk@*!#EQu>hs1O=Q!QjP~>(|>5KHg$C^XD1FDi& zJP`-^_i2PEWO|4NKMkIUb1WubQI%3>?lW{#?(JT1+st5vCUq?9MOMBw(YWe0gSG?; zb7wOI--lb_*pN5b_s$!{ihtVvy%O@h2*Y^=E-+xdCf+#f(EqFFGh{N27cs^Drs2@d zZ}ci~VqGAx%roU!x76;n%k@y@(Ct8xOjgp)8q@6V5ACZ;$kki9K`Lzg;Szj}P)Ba` z=Pyn|xa;Cx0!=Y)dP;tctH?R+*~Tj`Y|>|249r6|$V2eQghwqSd_~yPT$JsWuvL5f zpT57EE#kHa(MU*G$)Modz<+>%9^0Ij`7@Qj%@Om?bYj7T{jX70zNH}D_t)-EFD5S(*3`vq5mg|BAcrrzY~bs=6WFc z|Bb!?OZ<=~Xb(pLbRp`${@pA`yx4d{(k7xvC0UC(F~dN-H>%grP@hHYF!lHM3AfKESMkwZjnv!%_Ag0MAYk}@kR_3BqrSPaRUI(jB-TTUn zCD~7hc2~G6Po14q$1|WA{U#wCGkc{^m&nEciW3cN_1;ja*ay$M`b}yNx0>+U;@^{K zmKrdl2Qy(V;2MSD`DtFhe^}6g*}`t>7z-)=b8ZM^@^O05Lhp7(fv1TM0zFV)7F9Nf zIL38Ab`ow%eG9Fpu#T7bl6D%@qaryzYuhkHE6j|Foid~kXUdWZ?kLXCm)T3pC7*tv zU(}4eNUx^E9HPRY-q}fCOP_rDSe8=PTa1wCdO@;jYRg)qMqzt)-rCMMi?sT~EJH&B ztcp9m`AT8f2@B8Z5wgxf0GL!$m91yN4;sU4ciHCWmMo%Ar~U`RJ2{nZf){1Wg|^wc z7$OW8RS=n`b$^Vs`coK#n9qV4%Vhy7FX5dcHP@~tKSZu!orOdpqTi{61X|I}t~;rz zBu&5a!9w1I>kfG1KtlxeyIlw);@y+fTqHW@(&o)QBbei-1*OeoLUcKr zty*rY9M;w`a9QkJn`u37&psvBrfmQU%u6+IZmQH7F2kcGYnz|i48_Gu3ud}!?+h4h zKE5jrPB|QXkDr^5oP0TKKywOvBW8-Eaz*noRN%wAKb&&-GY3kXz6q&`q7c^IJHao} zQy1eI?M02&M%SNR6z)omD98(hQo2WKdrI!gDh}c1Da2cH6iemJaQ-503ipaq3hH_o zTE~SXv6yqspC+sdJ>=R_QTbemv_U_|vRouD423cCMX`uH56!(b4bMd$sKor8B|_wK z_mZ4``zjYwpzk{$N{2@t@Y}TJ6x~Pdwrn$%z>t9+&+Bo{HjNxuCj&fH3#`vBSh*=? zcdmd0lke21!#3U__a^M2HXx~oc89R{J!Q}S04??fDSS#imm2Cm_+WMCJZ$j6$UNZB z;@>ar@eGclSwGxFJxPd^@OGoxNz`ik$XqLJ)G@2SZ033^PgEhVy9_&?ZqBLOsyoAaQto$O`%qJUVqmSL+WR%)QrbY$ZqsY$;Ptm~ zRs-gY(k#cqsAs9|ASH3b+sh>O!<58nLx?J)f!9P3ENGL;lCbMx78rN%>D?2Lg_q8j zG}f?Gud}MP?~m{B8CFHMV(jcB<4Me+%W&PJWD!ok(*A8wn~n^7Ov7rZJ{mw7M+5j^ zwIlm7aYlLCNhpIjj;&hV-~H}7u3r1g7IfvCmi^|b_HqGwo-mU951{c6@cFIDZHptk zLD?!R{U4xp;_)yF8sSMxBq{t4@G&MPm#Mu-Lm}=h3r>cR?=$a)U)Bh_kR zf|-wJ>e;^a@(cpR`grqSw{OI4perpRU$+5U(0(r~CbbV|=bGz8TP&A}wIZPcf-^2` z^3keNJd+>i7ely$X3D9bM3N#3`(W%hy2j}~C(z^C&7_|f!vIaBJ!SI58e^t68cj*8 z(sF(*C_NVg3q5dHv4ok+0=Gg)42tUdsx^Z}P~knbGOT;5fWDry@XR*X$@nns zsjQ|*Dyb9VA__m(jUD59zPZ}@^AB)0@zV@kx@!*nol^bxqxlkq@H3bz?8A@8n`-5I ztBG$7j022(6R>CG_CE6G9De^ZQRo7c*rQtI-W%GH|yPE6xo^p%ca;_UFLQ&> zgL$ZIBAZgA5X&GOcr<2mp&NGmEN8E)X8X;@!!&d?C@#~SI`}}paZP-Nvw=#P0a7B* zc!@b%Yvj5fY$(BS!O<1wKio9MAEfrgjiEi@np09@lg**zIXGu@a`lxvCg5wnSIbtl4lFCTwx z`UGs|Q-E6P=V9%}oGsYHfqHw3r6qfa*IPLdNX_&4;F3RgGp(Cd@K=CL@X5nGY#OH_ z-8`VOJ$_L5Em)^}11qUV5z{52LV?aIGnyCFrevA4h_1(U`f6hzIGk^(G1VWcF;aiB z4H6Q&BhUR%qkOA8qTF26+vif=#LQ3)0z1r|2@0|Ke5r#mpIWL%k3^dL8_#X1D?U|o zjmWP)`{7N^Q2V*zn9bT$d}X$;TIelJfr?izv!%woV7ej}1O z7nkLNJOh{m(Dwt5TrPbcd-aq>~=ZJUXdB@ZoAPG+#`{8Yon4UFP z8H=W|Wr|-jG;uKIVQ$6Rj>6qfC3iQGX(-cK(qQF|!0zYf9U@~nz9_+6xY zq47dqZ&o>H8LQR*`dvlXT($qi4#HpiEEpKPyuKE<5pjs>`buq>ItX(EWg$YxhE(oc zC=(B#DL9jkN-3HfkEfsOF^@W1f2G$u*0pKxQ1%UanHSXQeeFkXj?C=DU`BTN-M52C zUXbg2Svz9EHFMNP7c>b;>V#x{60*zT?SS_Y03Pa0==Q`6g8ZJ;@2dhP5{Sx_pt^!j zbVMGYW|%PI0G&T2^1%0B5CYfDXV8n*KLFb(B6jjKBEr;V9X!F0wCSqnxd-NAtA2R$ zcU-@?IeOIbFND9XZMbw>Y>g5v-xpE zra9YVh`>NRh|$oI8oKe1LR*jZgI3azWjVztOGQ-kSTBmf%DA7N*I&bQp($|xj9tV$ zy?l{BN|1(2rKzsbieNcE_fC9b-vIN^%>!b9{12c6I2SE+1xl2}X(1cya`g>e-y(0K{H*4E^r>?Q+53TJ#id@`BY-t`L81Ll$@F!nW?EypJm8 za7Wt!8D;c^?Z7Ezo_?hPPluKQNaETZGX93JjOrzewzq#Bp|z16rH}X?v|k?F_AqP7 zGLgFTu)flZlnzK|;OO2#)ZL){^bLWta58U|o7IGagb`SmZJU#utPn2nC)UMA>IePQ*(p}&76 zLCWsMs+~$zJOQ++11GT^GAnKT0i`T-8SEkBiG*=!6h6|<9p^JsgG3A}L+*DUYt|Uwa=ow=VJ~ii zPkd)DpwRb#M0cLypu3)C$_4v>R`RC~|RMsJ4lqFKCe3R9;tDH7FAPNEzu-;C-_FT&mTFphDc-JJCY~=Mt$R8#BYRqKo zn>$}pbdQkwaNW?vU$*)S<&a4?47-3g%yie){Pz$G8y~;Y6(hrbQF-1s;cCJtr5i7@ z0P`b%;TgA#W{1;jTZk7`7|vS;e^FWyQi<{lz?XDoo4aJ^4=^-Jrip#yoKl&>gQ*0l zBLoK}RxFA6nlz5L%fp{dpS%Ga8?6))dBaf%~P$nGEC_N%M z*d2E}l`$#xUp?(KPWs?0U1vCw-fKb2FEu@W)&Qp)u5Tu9zJGl5Hkh~~fSC$E1_|fl zk@aqsQKcsDt4P_6lI}(gv77}P=Q%Pj(c`}oHH?E#R&(5!7aA;Mrel5%&*p1^e9FB( z`LrK=%9!w>mJ`z%)jUVDUJZTyxq%iT1ilkL8gqMja|S1FK0P`4$?X*?m*O~#WGugD zJB??Q-BRMfLn5c>Tm$tF5X<;YG=v}NAV*q<{XEL67D~=`FkiZ&>b9z(>=UKU9{yQo z*rj=5R{IPq6|o}nw=T~N`3h~ZVJ$1v&bd*2uXZD?U0Rf5#XD7XPEf$>?a9WgYna<= z|K#j&NR0~ltLu> zjUf`VCp!=%#*d)8-Z@+dEaA(%y`!sLO#zf3yzU_#u~KddPl{V12nHj-ZN1KS7lOg% z2QjFhwbNA9c##q$DNXP#qrPG*GP-@R?{%eyq@QeOvzV=-ma_u4j6>TEpH%GIS!^wf zseY}OR{aBX-(DIVaF-Ja`R=$=>;=3pEjIN07^Ryt}sSsAL>s+*y zUJ33WFWP(m08d_^O{3ddi>l={n4=HpQ>f`{+vI(TLS46trU=@dmvrQ#XHg4sP^GiM z{xc(rdNlSRqhY7uW}u^kHS$YSXuBTr$R1nq9pz3C6h}w6Vb-Am`ex!zS4Kn>AyH(V z4_$zPu7)pQPnul!^9$ejadmLbsv8vA<6j4;DpLZEp1DYOt1?hu&pa$(NmwylSA82u zAtc`g1aV89sq6I-0H$_h+{?{zCNb#C4DY|Z0xzA|PfT;$l8kIbB18@nz-J87wyJw8 zm03^(V;NigRNx8^}`_>|m3gwk*#1X*cDtCP_p*LA0#Y*5BVV7zy#b9@JM4T7jw{ zavQb&+7Gao*i?A^`n@W@i9W)}Y=dz>4-IP<|7rZEut~5-*P#UxGa^tUMx0CA>hce; zu7dagzh!mrN^h*2+DeF@Sn( z}qqGhvvTH|U zq3ak3f=7H=9AKjwFu7#0UH?D2m%x9DO4rRXZm7$^y2m!re3~Wb&0BL%CFp&M&Bf!v z{Q4t@t(CBt6XL+mQA?kLZkuUuk6QzbrqT#)pQJVwl-PwZhg6(=A1=;H-g-8oNP zU*7Q)3ytNC^U6Cu4bdYmxSlEARfi27M8R`5H4pLM_F;}^DA;$s8$20@CaM2`r$hgK z>P(8e`t#>u3#EAL&;wMLb8`{n;yhAfWqxZ^a|ecmSvYMHyTVkcRVwe* zWn?W$t*HEND)Gn))=uUr#)D29P-15#Ym5umup*v6!4bsCHJ2$cPS|}e!N$yX zNuk0z9^R8#xG3o#wHW^J%N`QCUwTW*(K~QN)zhOeX_nck3N{vMOHJb8@T&EC~26#qI-)(jzXKnD7l;o1G0LK>{mN_TlAcUtM@tX zM&$`+79p6Y@3(WkEQ#z<^7o4!fAVf7d-7a;XnDAZD)hGep^3v0qVkj&TgEFV?pIQe z82v_+4SQGth!+}=fnWN0C+i`RblBMviNECOF_Dv&hv;@{iw*lJ>+o51QZLI10dx|b zLGcO}9xMF?dV!eosM!w)*5a`VUf8q75ODoNRwF`oQx=2R4p#rp)2bobk$JE?f1Of) ziazKjY0TJK{KLr$D=>T#%oGlxsURBNI^reO*x{TRM{^l*-Q1gXrRv%f>oFt$!Mq0< zv4Uk6h4i}@zU)H0{=v`f%**LhJzu&m(S>k7Z>>3!67KKB=l zzSCVrEs=h6X6oL=ocGgpe9U$xnNo>!Z=&Dy{O_Z;GQ9E>>Yn4{P5}R8J6cRcBVn>; zw|JM}fmjNTu&#kW-pwpoU&v6OqW%J|mil$QLqu15jr=jmu=$Ygx1L;ZM(Q@PD{aN8 z^4__3v5jwyUm9BbwM7s*f(eKAw6|?(bzK;a$3amE9iGdluXUI6Y$BzoI11MArx72b z*5*)t!4kTRgZ>pjv}S`@bz#bTu6OnffS=MsP3+xXp#AAwvfo1u;Iwv{@@yAz`7a2U zOZ@laKzz$VhV_LbwGkqDr`!QTA#;1XgdC;663q~0@)%^AfOEhhzESoK`$wy&{14rB zd}P~!2Qo{)qbWIt60VT>BJXaBWT>r8#+mnq&|JLF-?1k-jpCnPQDGH=#j^E5b6Q1em<@Kbf4IAZvUwCQ+GU+J8dV1n{dnv@G=yOuw8gPE1b1`*$2j4 zAEgiEXbum8LO>>y_>WopqY1#)hl@wupU-RvCD10I{jzJn0R|6FzXGpqsrFV$q{7_} zx^TO8aBDfpV1CuI2*rO)4Q3pI#mtxBpiy)F3Y6OYsgJ&@?14% zf7|bniyLSpU>xlexg0g~AXT5-xn`W=`<6-fLDa}Mm;vWYjB3j7AKBC%P~yJ@pNmHN zqUGSX_%~HE+c+_dkKh%5X2%Sa*8NK7Y~UYXaK0DxX#Vo8eFx?c==_biZT)>0Fm*{4 z0={uY=nJjTKoi?ah6S(zXy>#r$=5hTh?i-NhCC>W-ulOzLWed+d zpho>v{9X0c@~D88WS*X(NP3zY$s?s{Z0q?w5t`@Y0L&qB>a9Sc6bYFyW{h03KRE{8 zt>lcKj@<*axYYb&^0xA=^U2g&vMo6OD8R<*UwrUXh+IorpVx@4EsuVd$B{uw{~w;tGN`Toi`K#0LZMK!NGQwPPssFg_O1C7!{BmF~v^U=Sht&o&vF7=Ofvr@q)!T_ypuxvC;VZM# zJ7yQmWYpr&4lx`-1il=xoQ@-na&h0Fau22P97Vd2TPGo){9R_2hvMdEztGx!a~O!3 zZiKgGnG!i_#kSW=eP!44@|16kBbQwfL;bnyKh-Z>?}Hb5+Ts7@zNHa7+_Zjhpxqo@ zV8gQ(8WF=f%DaOKmcJ{(NR;be*^R+c$I-vP;q3l0u4OHc%6Z_^JJt@)YUc{hY zhHJjrVJKf-JMR$j*J|J0w4J}Ve}tJ z17zYS((cdG<@2*aAOh`;wySe5G8AMtB#eLjBpkD?b6y|JAa7#qp{nuvSdp*FTj%{y zJPB3UygV|wC-&pczb>x6la04^0*{vQUH#eY2wuL(Y_AE?n?8{Hd?VX2VF^nn6OW3( zrHS*vp+AE?0bPxEOiXN%dlk-{ANlshTe$<97@Db~af_NkXMWc>&l7TbD(09**TYV} zdIeRr8x$tAnL1u)up1fL;t+kFj29-)xJQ|ERq*}&JFH_Kx`Ej;>n=Qt#3*2)IQs@} z_FSQ{nk2^Y%F&rY^%z8hVYvgARrY8h%XK`+>JQ{q3SC&Iuge-HMYhy) z{$Urr0EVYX6{7**4t-5a;Li(nL3GzN44poIItzytx&5BOz28CgKqDCxU<6J(9Ki*W?_XDb|LCo*v)OE!n1W;)Bom8yY#jd8W*(tPq*D<2< z7BNac<{h)Me%gqt%z1y*$aAkb)npXw)MIRJc2%VZOA2kf%qk#7+ z>B4Y$3}`Wv^@OAPq`nXm)4k5Y$Ztj2{WdUhUzYGtD1G^BhRYN)c1B17gc6mNkU zrYSw}qv)#LWnb!XcM^knlNI%l|00-~i}A$9a9ixSS9WA7^wbV#TR6&U>r8d-+nhzP zMAUFC;lS9Bg(Cw%9Z`CGSKb0GcY=q`4f>h8`bk*4F~h;P8Qipp;mg4>Yg}PYjs6<8 zmE=*wLs@bb)8DGrpGDq!8C*tDl=lTwY~@d^`%gfQeb%ZIxe|PR&#Q*GSDH^}kZ{NB za*g0>iR7p;{{TAp26;EI4M9`#D5i@06Zc8}zz*d0L*KJodIzyQ2b&lox~)V!b!I@hU7hz z%s{tHRqY3DU=1a_`um8tPiS^@WLRP^*ozEtYC-r;V&J%6=80Gn>((ESB3UqVJ4Sqt6MdL?q}DwFBu<1R1&sI#du*K@mMd7p)ie+zOCKX`HtGk zTdr_Oy8YER05eARVwY3>;O}27QmgaueSJ$WPx4nsg>(S^aeQXY@!js78m86bB=Rzx zzme8HfFWGa2MzqpWoMm*+)zK8n|YfMU~0T>sD*Jwv%p;bKy@wFh$CEq761O{FWey7 z>ymbo#bYAfgXPG`Sdmv`;B`EHl;|~Ul;xaADy%oD&`m1@GQ+E66);U&h&qpDw?wr= zBdT9(&{LWjo!7S12Wm7_u`&RHe`MY*}K5<<+@FV)AINj6QYQ5wru)5$>Sy*G{lyF$Oi=8 zG^DQHowBLE@#7-<_|B4qum4X`Gf9;JvHCtgwqW45e@Md~np)d5;W6gYRqbJg5e_6Crexuu%WJ(lWt+{Mxul-t7LXKVvC0^bY2K zLI5mw0jM$ErZ&&syT<#=^`3X6+T4?H*r7G@ZBewKG_^8ke>@u-i9`D5W+>)Ep89N6 zFVC{CIN@p-mL40l!b}IQ9uB@u^8%Ix$I@o1AL7i4*CdeYm#_Y6Fg!Os0q#L$KDTH$ zb@wt7E==xldhT}D*94}kyT}a59bBv2O!n%j{>3OEZI{Be&b<|Dl)FE4jb{#kG z059@D$$h{_n7YyN*+upd5pbcU&~BCOiN~v1Hz42|*r~Av$xWc!d9Vpi6pPmLZ~iUM zWbOIAyp^)F@%eBO9Xp>5j&A#M5egS!UNq`skfKGiR4BUKZhGL#6r0{mr(Y&?8(+Uc zn(MiIHi|$PRk$E_)Gs#QLP_*iEY()OLuAK8j9{*kRw_JuFF4ms8cvFvg}8se`wQ@A9sGo5Yl zmjghl`l3(!^9k9G10PYZ-8-`>D8nMGq#qUeZ}R)SU)s~RNt$LXR&Xq?+2N&dU9Ctd z7vRRC7cYC|Y0lvH*w~Z1jl3E$*XVUH$0afLAMQ_cqrV7@0e^zxd49eBz zs-q`*Tc?GZ1(_pyam;EF+Gc!8JN09(8Yo*1ixVv2=K!p<^29;obgDRJDkW=*#29}{ zkwki2(keU-c(;p4We(@WV1HMYQJFKY+!RQj)R1WZ>?hV@zZydZ*WDI2Z|(=~UMkXe z1rg`GnyOYMp^yG|B#*EEy3w-Q5Ad?Y|3B4njv!{|J3-R}4V~y$woq5BQ#+Jycx5rR zfX-CNQ&_jP{S#r--}@S)h1~Qm^*j4Wi&4%?y5J|#ni598y+Bt|oDUYBF8Edg&05VK z^Em}2i!vNk=Wj~hUwQ90jVT@zIa5*YRQcqLIY&+@>RAhB)rChi?x9RJ%I4CWBpR{R zHXNG8M1HX>sBQGj;?u4SI1WAv54YjAUnXMg6waHku#To_GUQ<(`zxp^q?A0`vHsaz zPbL^F;ELr^_pViylik}~dW<%U|0|s2;)XGAu09eKkD}isacr#g@>g;-gyEyKf8Kf&8*GnGIp3GYuVl zXSKJP?WTaP`pevMc!wd6(%;`!FKljSQT@B3&hyR+0U2qo@edbG5|)!|(^@M>g2TxT z4w1*m+VLIBecCs|NoraV+*V8mDXwb+Gt*TvUrM*aYq2F2d5fLYM|G%-c>-VcyQzA1 z8(vuvb7-Vs&`2>rdF|v8k@pkbJ-52Q%v|5a7v?-$5`Xf`& z2$+9DH_F4#O*=eC*P`@DhhXE40_UZ<#nFU~d`uVx+phe&}>b4D#30Kc3KX4!QQTjhnyC>lb-JMcX z(NhQHK=?cL$Y~AEIh25Anp;>U#>@zk{$tN_{(M{f<(_u`Zou{&f!`wMR!WpU_EDMg z_8|MRfWg6?kKOxgv8p>+mD!{Q)IH&<2GQ~2mrO}0R@WC!hKxr2o$#&e97w4*$M%au;Sc~LoCf{m>f`hH-0(g`JlPwu>*V$ZGaVJc^mi;pLb+t4+>;(`( zl;!hAN3&_~!A|w=5G)u^By|cFT4N#uYy>w50r}}`rA(LZqk^}2zV6+IZ2@kCJ} zHOcAlP~L7rbyXL4f$FD4{l>}xMh%Rfe^T9vUuVMnCp^it5?<|%N*aBEY#=^8!3^tR zoRWe_eh}}yf&Xj6{8sfDwU2J!=*vqZ0=lKGcI+((fxq@a1kzl8zG|O>8$m74>W@0G zpu19S*J==<3HsT}<*SD`=rn&jrY!c5|J3peVL~yLU+W_^Z0N-B_vODomkQx}QKN+-4=0%i zPo~XP>r%@~MeF(b6C4fhx`|Cx$sv)}?G*DSFyW*xHuv^n9`S+|gp+~b3U@I6&GX92 z+Gjlhz4SU!hM~PmpCrcYUM)Y$?8?!i%gVF5?BiU&E)MT(*5Osw`GSVb@eiq)vh`*< zeFhYyEMXNmUjh<}?UN+Ws-eU;H>KA{3-eNEJoAmonyV~Ukx>KWkQet0TVZ7yr7gty zS>idi*6Q=<(7$m(P*cz4s#tDnbmq| z-luM&MH)--nHWUGFLvU`ug&E+IbLH$ zQ9`Inx?kS%uIi1krc^hFSg5~-6F>Ka%b3SY#Z@GkOINokDYP^V-k&M`dt;u+AoZS= zlJ5BRb|9EKtkNMbj+hdw!)vdm_g1(Ur@KYz7p`>L*z9jT3Q_Fo)bXi*#^%0SZ}+or zzQvrQYic>A08+)98>L`&`|pT-A^0F}W7WEl3^)t&Ms@M(+S_%@eEdET{VY5$GdCn; z*Ypp85;1K7hslRCj9-q}^nE*5DLEkbRVCd62!vND>=M3gJ4EHz4vYv6g&2P}rgnym zD*il+fL|LJ^*&Z_`x1YNL#w<BMU{u9b{$Y-+~8L+$$eg1#1NSV?htFa{|I%x} z_=e;xP0vcM+H2;3P12Kx`bB$yfRY^Y!{yP_AJSj)V1k(1YNN28(Br%&dYKeOXm~FQ z8t?3aJ^m-~rCiO$`;S0AjxY9_$F^n(*Au_qPqOhV{_D}G>gO4pb~?Gyf*=HQ#T6p6#n%$`Eu={(LD8us{V46PfA-ZTkHeb8xVHEFbu%h=aF zN%fY}4m8+>2p(~&j#(3_Mu1aWOyWI$H4=sMBlxW9s^kNN+h{G3SE>DlG4>&Xq5={k zb%&F}0>9-5&9-qTIrMc42OSH$y4^!Up!d)Z6(z?$mPvU2?N7wAnHvJp3SNzHYGK}4 zA5m8Ln-jpupjj?Vblhl9GspFc5_3-Nz-c^?KMK12mDR?LB@oX;OT+u~Fu_{Cy64f; z0%^{Jr!FkI@~PtPkjcU=b8-3i7H@b#G?E6@bF{8?8VblMH^rn0VOa=3_|BX5ju)t>ZL?Q)~( z`F?`_nj$0;QHOMtB|K*`BPjHZ{7%L-7*$EtXMyBWb6#Y*@0niRO8dRg-EK9->O5Lw zNUPGeZzrp!G^G;|^7HstfR5mlA3ez~-}+K#nRbM@e`oe7;bA|JbLVOo%t3@vxFdev zX&t)!lHy+cJIi%Ytr+vZ*usJqJO7zSsXGuq@)q36H3C8TTxbhJ zW-D$x-rHOhRVT^yhr2{|emFT7CiL==6j0bTjt|grc`~i5gCJQi8!YR8tsP_FoLF|52NPy!eDlg^}T8LAD&)UcOA{O~7wBk<|JI5cFe8 zRZns7lkX1@>fiHb|AC6yHZIBQ*H1LBZ9fRD<)g_Br>G84JXES}jsNn^iMTFBjuD7Q zby^`lh?W3p!+?0B>|XgsO)dJjgCLH70!HNgT0}TOg1Q|ode5Raz#z4|Ek!zo4BEVb zXf|Wf0?`2<*+whVXz;k2H)V?uqqBSNc-Z)?v3vF+L(`3I;M z;=R(PU>>Q(LoS7wLkS)iYtquj{*n?P8$UCQ)5%Ea2zTW~4_#Q^B6Dl@#~}2JPOaz( zlkEzdWPufd&;f52Y+m@7uW$^gu{M~JR|4eb(q}T_e0z_ zQAkyc{qNIlrCjgiNx!B612^|Bav50=?|r4VbpUhow)J)d z_^WzC4AaZS{qF+1KA7TO`8;DfvFb@tRz^&By3OWWML%*m6%`W1D^Y}3#RxQbS-g9y zMxKWH#VTzHUK8Kt?nCT{~`9@x-?$|!$rM0!+*0$ z0og3n@1Ncj*_NT1;)#M5N2oy+y@kcA?0ZssX4BWXOd4!j>k8NcZy!hjiNcXW=s!?_ z_dq!Nf1uZi;J)WQMAG3gholl5^SQqJAw*)9g$pLAOq)E7p#$i28z0t}rHYt{H)z+_ zUe@h?PP%X998de#U_1-v?LT@OiJvpNj)>1)xVJs!o<{SWy6sb}`e+%IJUGs1g^V)wB@mhPPtw=L&? zS4td^w3~ey@sP#Z9M|~L_-J$K<=dBQNQeq-INu-ltOYd96{3MDbT=Y7SN?4$ zzdi_Yemg*XJLXf6Ia<^GL89Lp`AE=x%sCsFyAQ=|su=vE1-mv?;XVW?sP1xlQs{PI z{Trg5PC%KkXrHZLnxCfXrrE@L*+8^;2-E1O_57vjO;$#7>TcjvKwgoLq+yThDKksZ zyv<}YS|Sz&-R|dG;(X7)<{SisX6yez{3r8^NQN42TMiz}md~hN?=ph+9SWnseVGSV z|GNpR5AE~R1#Hed3y{r^q5CMc*+<$jxn8BBdqeek01i@hZsEa5HeIn1lV^h_IUhp_ z6F0hEcw5mWEr?BEHe8BJMDAbYuBQ6|lcenl8)m;9|53YRt1>Fc{z4XK0ai$cZ6l7% zA1`z);_b*wHlrSSo!y-R#yH2LHx!S?7Ai&-lPbvp@Sq0xM;KM|(R1jFX=$ym^!8KA7h_9D{~*ydF` zJ?^y#q1;(mujw2~t`TsKNiO9Z-5Rq#tWI#%zCo@P?cB+j-wzEkOS+zry?0UF%bzf9 zsUyjmMpY=zM>$iF&rLS{vS=AhV$|B}xt~>X6>v$9xF8pq@atQ5E_9xIpIm$$drWh`Xzh7S^Xcy;ksj=rx~_b~ZZ;>MK`o8nq+7LP+vk*||V zqoZDy>q%W}jOmWq3_?Df~IIPwEDqmi)Y_Aq$I(8j2pgCCM z(k9SE7ny8HpJ_vxdm7kECgUcy46H(SUfXJe)ZNuq=Y^D_`<1fFvr{by=0!ln{i4(* zXK9W2alK<7t=IkkIFs(7|Iu)5w~>0Ki0+bb)F;8GoMjXrl@YkogirlJ_;iY*Ak{dT zy~P{#T#Q}cm&syrfL=-;8ROWlQF|)yu@*0>lR3*SG9CR+1H@29-b4&++%G6(%}G^% z5E~^HDCu{}iuy_?*eR@uLi*iRq_A*K5?5IJ;O$JfdxI%MS$&)A{nPyDSY}0?3e&q^ z>lwy`hPK`Rfy#}``Z;t~(n6#YF};4A`xWw7(LjI6-jk{i5F6_SdRjRbvmHx+Hn<9W z#o>x-mRYY$*=|M>!J>qj@s3_|i$F)3shrK#;{b+8dcBrFfkWxPm2g|WwDL=@dQ^`| z#mrnSs`r+>T4jBeL%cp!jBR|A5B};%$+}0jvW9@v*=6Rc*d6^lsV5SURXU-Y(2lt- zy=}yDIs)d~WIvJvZ%}3YCcWjlyLIo(duUVLNxm!{+(k6**{JVPgr9av6ir8^K^{DbVW=KaZ)@4gaL;Tp#aGtd>-f|JXZguC8`CRvSE_(*_ zrB8DQ{>+e_4P5vLfP}s;4y|Fm|ElG^WwSzr;{80D%}i~u@-dDYEqzul?QQ}Sh{OAN zvqV7`01VX*VviDZJ1m0kD8nJoH+1{#W!b)b!`YvJ{ff$viPvt#|ADmcPQVAM6?09` zRU|PF4VO@s+Z)`OGbQwKl>b2XArI=%r3Q$z&0Y5WCg5D$g_hGhDFIb{pciVR=D>@3 zKC~kU;2Yb@?d1a?hzq~PGs8!UY!hJPHrBuBeTDy~%361u z!O08Kdbw0UN%Hw+H{Rhn`=9`j^`P$CDP~uBc>Y;VsgQ{C+j1w|uO={xVmvRCD4LbM z(?dqBEqf!FzW9~>HS;Hg(9#x^!C{S}k|kgUgYRC-4Fu+GN z{VrGC02u^NmEl7c`z8=GNd->8wj1#KH`Z~!Gx2FZma8k|rR=^$5P!NDt2=aKT|Mtz4Gh%2Hi_ut3dc@xF+4&`m5M7K9`{1wr18YaJ-KRsLNjF zY07vhmG*RQ%8Z@?wwS`=iAPmLe!YWtV(Trc$M)fM>mGft@jDDcm%h(S!k8<8GCYSN z7Ci51W?9zmf>#c*+6KS}X>NvXeI?;GVG^0<+653{ABr~K@<+eJ(O{(nUx!Dn{iVnt z*;4b3dYu4+CHwaS`ab*7>TeQ>#73Qq;-~TUX=#3`1g~U$xtPwhv8UDfX<_m_Km!Z( z^~p+%qGx8jSPU;M`*5ir_wrVxmp8#`tTCAc!BR&kKR(6aSCd;yVD9*D06Lw-Jw%Br ziyPYS!*)Bd$v~^l;#V>Kd2Mgx{m@N`A%XXA$6aOTe}YK!fne0py~cr=J$TDP5uB~@ z%8v^_SmuLX3D22Hr~R4WLc-cmJN{$CX{5vA>JFL9h2cT&3Z@X=I8`pUc2Fl-uwcUD ztdiNmLvR%{8usZlZc2U++bYh`L&g<-Hhtm{CE9h0k^mueMLX&p++AUTCcP>`TV_m)Tor7Yeh+NGQbjS<({<iRVnStZA-U8~7A zk*hD2da0jO_Etv@zGO9-B}^3XZxw{g{JGBfEN&hR*k|_im}92coOk~ad*gh6cO^p> zEq;K3LHWiy>R(jDnV2^2;26~pCiY*kj&Eb7JE?*xn;_i%OmgqNYMoT$GbWn~8yT8QJ)*t`BCy8(>GJ&wJp z5S9So{K^nY%4OW;QRZOp9BAXf`B%`1))*w4Z(hodLc(`$OP%>(Dw~0af9YRLQ_Y#q zU6aNAT|GKvJuT+19I0eQ21m7!aAIg@vT4fzX6$N=e7H=oc1&}pIhHcYsP)wAtS|e? zLO3cXGLdvxuf!9+`#h<>-#zQWR!7dCNsW~+c45fCTVLw~@e%N}u!x(HoU%)wQV3$1 zAT2AotcL~a@cBiH#mySe)TC?ISXwx>3PdU+(NNpaClepP6)?u5H>b;g*F@>Doz^G# zi%u+=)|u8CPH$?%!+t#M(nym9AlFGh;(e52?uO#bCvyB@$d9B5`BTXFm)4et@_<|c zOWKKkGV({)nFw~4C5b}uv7!h{0WW7hndC3&J(;5mm67DnlE%ao7@~6Ddjuqz4)i)AN1tQW$CTvs&$567(z!!&&PxkOcp|ue=#v*KCa4NEl@d=SE%=rYpVJ-i?c+Z>wQ>mAfN+~5LH~9E zw>n6$e_GP&DnPpZKhTBf#6laWQ_^&Y^T_Wny90RqMXvK5;KZX9t5MH|?|lwB{Zd>q z#>zvn`_VNE&f37$)8v2?R)EtMbpaKYE6lIx@7V>A%1Hy;tM21##tKv_pnl(SZx!Q1 z>bNd?pM&DTV@v=t-@Jj-%egw24>bE45YlB8HIXGJ*_6!zJF22UJy(sypV>qw3Xf?KhkX6Z|a_CRw*p`utQNIW;h($yPE`S&Ihnb+JCO817Bq-v^U+}7P58*6S3$%d4rHyDa68c06(h$pz{<&| zVo!cmc1Z00XPlp%dh$b9kfFR?%gk~d_&LWn5xWQe1Ts!?-U7Ih1@4A%P#Q!h+YbWhEHFOf9w3z)v9ZNf|k}(pw%VGkny>rw|ix zj0&nUpU4@Swe02(LE)Y30*^-L;Vz~mI>gYODlf|{UTM3Cc+nB$8sux1SD zMs_RJzX>PyNp&#?;)rL}u_KA{g4{`RFa`o$W~K`V2dXMWRx(5iM}N{|gijb(B_z>Q#l-pigq-rJYZc z&XV|K)A2ij`K%QmDWkstw`RB0>_R8fdI(>xrp0LUhO)rc!UED_i~!zb<5B?BT)BM`RRZ#LB z+j5#@S^K^3x509@PsqwFwwN%iqrzP%z?ME)sHc1<2??E!Z7UIM5KLna2Z?9(|DqK% zjcxD}qDR5roJ6gN$B~_A63haI#+L`gr99$kptA3Z&`befx{2bz%a_mO%O#Ctk8|-} zes`qQF=C ztbYJRx9gNPJLxAZ$Yn0aZaavbD$j4FdPFmzi11m*>%fY@E1ssyU}Nn`!?#@o+XdhV zzH!}4vp&v0qZ!8|YZun2Ojr1sZYo9?3m-d*vF(v~?ZQbLSq-lEW=A`Wu8&4+(6JDH z3rlM2ZOLk&Dr)}i(v`TUDN+P@tApvwh~pLdl02d-Ce>rO5qggAoPFNQ$GgW19yF>A z92x3#QZbsnmbpXtmGfE&(-gO4j0!wH#<@FZdw{(l z_i^2g(HTS3z%W?v^msJ84TaCF&rK^<)X919XLc^2%&bkOq=ag|4vJc{dw*blZa1_q zhl{uOgF>Cfl|jHyzMM+Ax(GG;RSD0#FudVK@}~qfnz$YZ4kngqwtYojij>k%0s@Iy z{?+zUESYTHAT4T-;d|Bd@yQJj_V8mTk~cUs^a8HVKgkv-gL+!t|4rVdAA;MJCI~%< z&J~OY$Nzj=JggOC$e?HT?wfM{JGYEWw6D>gXX_sEZnE58BdSwZGj>R}8zq$tuzSSg zbSL`@I9{vny4ubjmr=j!!U=o@)XL~Jf)JP3DajtDfUS$$iXe*19ODk>yr73!>25O~ z^IvGK)e}4CwuGLk_w=9A6B>&tW-GbLMm}~u7Z*`Jhm#u=G1lie zM?!yD`{sMH=SQ@74wrKj{IgZ6iAXo$G@({EYeCP7qgMF$l}dsP78{UNC!f!9Vgt53 zWiTV5o%P7USdqN`YNozUt-AXoW_C{Fn&dD0->B2hUAmj6xuj^z(8#(>+;OVbDMyvztr(2;{BZoVlQ;5I`sag#DkmC0L$}3bY&H_t`WdV< z^~uM6)7FFJ+&-*0hT^b+#MltubjyifMfPc1%#yjCD=^foj8D8bwz~I!Jhv4HGrQ^` zh+*n=#HaxIO7#F-!wUF#manE#jGsdB;Zs4g_Hc2`D|a-}12?OxEnP5H2Y}!g@Sf10 z=yPJS1A2~@b&3h#`1kcxyD3)+FOvN-T0l}(mY4_YZ*J*oJ8lVGWK*hi5%b#6Lo>JA zmc!XnR=TRR-9*8c{j`d2(nJdbTlhkyd?~burO8U-+BCJ~SjoKCSnmX&>4x z4m!Kj0I*JJ^#Sif5lh9;g;wZzqQ{s2K&eK9QxCPRN6l76%fs-Ep2XvTr2WD#)Y6zJ z;ODs`C;^LEjN*)6RXn5~@UQyr3D+Nd@ea@eBy(>_$=QQ)R1M_bY)Oz91O8E$7qJVO zT_D(Lvs0~ySv(zGPms}*iG~B=NQOzP4cN;71?-k(K8x z3yE4yBlD?$S!R|fmDJuqGxZ3^4K0oFn`#z(#2FTQAZUUZqk^nhxIpTWXjQDQDAkem z)Aeo>=^mvS^ARva2_V|^+Flj!d5Jelza$tFUm5)m6!YylVk7MsK_v3`VY2;JgS)1g z#nl@*xID7@cu}XIK6+vsocbT=mBXs*%LF$8Br@D?pb!s-b;iZ%H~gl`^dSqn9Rbvp zm9c=&!L-#&Z;<`7k<~g}=mf|l;0b{Su^LVK_E%UN(i%LB0CjnGg%lP3tGfwqqP=UR zE^u}my+VSMNxU>4&Nb4h5WQf3uz9c&bF$Go8iq3vs*8Jr7!1xb72jYY=-frYQ`cBIPvZsQ`ID)t3#SJocd;fvR z6zUuO)*kwK;YakivgM3YY1oG;Yn*JMcO;oV&<=`FvZs@EDi(2SrE1K@dg)Kj#Kjx9 zlDR32c}YW*{e@GCHP9NCJ~`|wYYOv|-RJyG7XR?IOT>6()!d9C@$Q}MBpdZeY_NYv zsF1G;y_ZvtRF`pAc;wlk5@)z7?9Exn7ecwm+cE8=-l$_C6 zZ!w5H)-){_J#+}q=~&>B{CxXcW3hLakYeC(;YCyu>Z{?A_)+MeGm#JLM1K*JFs_Qy z$lPs9;i2Rgm+*Unmz_bK8J8}Bj))^ei_6Lh|FyYCQcCI89N+U}(Wj?{0x=%mQQr;c zfl3K8Za=Aa3kSUncIGmXQuj0aj~>?p^M4VP1{K-AZa>%mMwiq^uJnjsC9}#(t>|0- zI2!kICH92SIOrgBx|b=`?)IR2E0{O?G6@w|Z4?|uBhqa(d9ilhM@u{M_!vb3!ZoAJ zx;Z=-EXiEwP5t3*A-%a%D0IxL_l*(XRpt${%+Q39_>s&vYJD~n2B%g0ETjshNe5Gf z!*$(i4@xVPV!ph4OK#?tk)4{&pjWK?Qx@E7kFXP`AQWrnCyMBb} zdu$@k&uK%BMX}I)!mzKsp|qm|j_155h6E;F4L+F#%Y(RQG&05N#G*C0E`r6uNQ6&9SnIY9_!gzpZi~^+9RoN=KV~thY-OSlF4$U`g=) z$^AqeS<42<64VgAF3%WR8h`E7s)dmj_0cjePKHkV%-HuytwCrU&V7~VLA=8&=%z42 zRr2JaM+zj9A|^z3+l!u-s}P83b6@(Ffl31N+5A z1Sj1u)A^ZUzE_Q;{}2E*o~)Pje0Xd^Xc(y@rhOTIPLUHnVD;_$ul~ru6(KwL&NWhD z)f>Q2-Qv!sqkmd2AksNR3WZJS29U#;e8$VlwWaKKN6hHN#CN56a68YYTN6a*xu7^F zKJ&R3`1AzBEPvk9neH|{x4-y?d;X$?cr(Ly z48(g!sy3KB<{OQgSmz|A88BS>zGZ!YDW+GAIdcw?k~trOTqCg@ zziGkH{p*31X?>`7?Ztu+9m?{5pn1RanNg#ywc-6H2Z&x<`nGUM-m0`hKKGwI#Wk($ z*?GfMZ?1)Y1w-Tk+huMc-YdX<G2XcQNgf6WC zd1J?gyLkNS)lf3%)!6SMT0mvYTMrPe4ltxc@|3)oEQGYE{t7lnXCvr*YzF3s3mT)c z#Hi5pYLcS%RdgE1i^i(?K>UCcuxkxm&tty*!z_!bX-yx+p2;mi9@&awfK-fA^2!U& zRXLc94T^r;Cy9{+Y)??&gS>Fmn&N1Zj|u<{A9ka(&#kHkZy#2oz@!4*||p zYt8B|dr*6JVA6%W8zO7`7`>nTqS4a zWM=VmCe*Q}ZC5efP@#>@AE(VN%_FX?@dvQe&s=pLvJSBftNw)=b0k7O0H;}JdX9h4 zfn00?#Pzw${gSc`eL2F4A}Qk>9Hx+C-|(%oZ(+AMZ-ncMydsn>e_=kV;<5D$f<=211Ik(cZjI^fG{zyg|_MLr9; z_<OP-}=sdyXCxhF$ zyoL(~2|l$)Es6g?m~U(#`}(tj6Wd!I4{5vK)|7ggw;3NfPw?Z<5Oygv{rCtP(*{Sl z!uANJN7l1sJ>k%OXg|?OFelQ|gPS3Ljm)S1bfH+ap#AsB_lFEsk@e(elJU%PfS@4r z7xdbgnnv??h|}4vKgawNaW~E2YsG&;ea2p8z5G?dT*Q@@4bPSl)JVTha2{_iL_T~d z3T3VmWONrw>KP`$!PTAQ)vCRH;YP3*3=ps51X>#=;yLaknKrNco_Avh~&9Fx3$CxF6FQ#rDleC6reT2Lo#q+7`ACfa(NqpdtKiQ zWWfrml-PbymGU;RWvNI+AXwaDl%f0+6b#u~Gp0?Ks{v-nUt#=FQ`urT*F_J%d(%RK zD@PkO!M4+K(2B5t!+RkJ|NP}mGuJ4!%9L@Sgfr$pbpQ@(Au|uDjIK$k9AS(tT_{yNTn=(xHI%=q62!d%Hi3oQ*7~)PyxG?b3bfx2N zeYD)HcG06}@$JQ!B8xG`eY`j@$_kgKF}r~2H&kqn7)VMcoHZ(+^F4kDbL~ zH~j+JtXxO#Hvxs1-Gqxd?D+kkC3>Uve``+*%-cAqg};l0#@b6fsjI&F`3+o_gE74V zaNf!A>l>_zx)TyJ1d8Jr9f(kD_wz0i#tTxUBytI`KPvi-Gfw0^1hgwn6dN=?cjAnM zpVhrEXfwypN+*2Hai<|9zQ;!zUbXu&Qt8xS#eH||$pB@wHaNe{h|Qmpq(%%fL^hTQK^N13LKsqW)U#(){~{f9w471r zg`3JZ>aSO<_qngeKS&9S)bA+KkB=pQrs${VXFZ7)(8HqNs zv=EwmqtAYnBTaS3Ke~U6v?BnJiqhsodkNksmyR(u56k+_bshqjT(7;wJ-Z0lVf$O9 zCa!1?m-2Z>!R@N90TqyYzVga?M!ckf7TaU=E>GvDM@qO>aVW*|jVnCozc3BIrj0Yy zLhBD~WFO*g^yH@>(s>sPmAz5G(5&qU${Ke6Cf@i7*pC%?3uD|^VKC6f;RkxO`LFzO z$Bg_?!dC9P{pH>frjvWUJ(Dxl6Wz*!T%+{lnDOad6c?3Y%iM+aX*q&f%1H0hyb)I) ztK~p?qhkbhQ#{|tsp$9nOZ(0nnRpLnhQWm1-#DW%Mti(B1KhK!$`z??>RYU-EQW(9 zQDeHxmu%uLl33lZ`Qo_kuSEtF)0CPU#r!=w|Re`<-+Cgl+G;=YFpHx;_`VmN}JT z9e_W5dcj|E*Y1sq&`kKF>>?W9+>w_j#Sc3VJ1Q6YVpc7#Nwv#N@A_Xzx@a(YtQI~F zGDBMHz$v8LVNjUI>gQz#`y5BDFVX(n?j;S2gLP5!^37K-Vn;~W>lmE#pCdNHbkeW3 z{>}O5aK@Cs?C4Q+hdVe~vd<~y-s$vIdFft+btctjv;2x1AEB{AJ5|E&B-O()Vy`kA zYrX{89+9dxfLlF~o)lSzdBxbVb<~n6Bh9sqb!>(L>?&h>lB@689px6oI7KE7<43B@ z2A(=D4EgGeC>`=elH3e@Evi>4Nzhk*%dAbhwPl1Yvtt6jPTe3)j#jH|8FV1DVz*b` zp-b$s;pS)0%Y{369B`Iq8nnf7v@;3Ux(DTP$yXoIE!j^}7W8BWx0Q7=c!0RD`rVf2 zU4zHvWBHDr>?dYWS~4M(##*^5Za9s^oxRzg6X^&&c02WFk%!7xgV>{qVd=Ixi1hxa zZ9jDsh#V2%<$;<<^UTM7kIy_a`tY*MOD_8cNo#ttXQaRt9R)cYA*belR~W*vmGEKC z50x+#D%ys0yjXMHi$1F(DKG@5JK}!(N?wF)zGM>h)t{vbyc{ZX&mt_++*?XZ-|p$CTdNeM9 zM+mn8N=CdA$r~Y=qFkTY__zFIv?V9)M024>iuL{YH~8LF_@MR7os2XY!$ZD6eyUG^ z3wy}6mu$CkBYHS>`aw$urG4pjcG7O#V+ld`5ly_9kLN4tY8R_27GO_(vrs4BX)HQkw4WUU~GAB7L&GC1GVgmif%0} zviWK_(_+BWpqNW6)hY_HWf{_9Awz@skTVpa6G)Sf3p#YOSlBXI=ouWC$~t>qKVYoN zk%$}bMo!w55O+)tnC$~O7z$?@V_`y?tP_A?LUO=6AOU;n-K)f{yF_r zmLQfjt^JRYSjT8hkRpun>7aQ|IZ7Jukc{lMieaQ?#g)tog?On~uq9G})uF!jT;f64zp>3DgzH}1*H|%CsuOGbC&h>ca z^jYv>fAP#{WL<*i#cwC&Ft)s(}|HN#7_`|qK$?p;r zjsn9Ae=4}v{v*dI_&un15-)rv6TfWHj+=6L6u>2|@?kinumIea-z4_JblR#oriz@K z={fje{XN?U{$sLjnDJW#I+*wCT9TF-4+u+6xvSx{uBI;7g)$BaE7M`x$yYh?eCxe* zd_SW^{$_e@)}X;C<`Is(_zhrWmg~81X9Y`$s1 z!ujZ4@p%zoh~#R+?!j2rlP9~_$2-%l`@%NXr1)RB)XE@5iMr5A~@xVFISWf)?PlPpahj>!hMfwUe|w}?PcvxpZH zxL@@aLT)VGLL10gZOc))eK-Gd61&^*`Js#nO&+Eb>uS*KTYuq>7=4ztr{PyBhZ@w7 zj|j*`b@w$p+%!?xF>(L)88ODpDEs)&PLWUKi0pazf(LURQI5NB@8M#B$FF}nmj1n- z3LRwnWJX#z`bd02LlBP}?tT{xh^g!= z33Ne3xyAzN5O7aeK&JiYSn%^2n#x?g34!Rp_E%Z%$IP90XwwdnEdA&-Dz2fr6Z32h zHvolT<3B*OPV5&9Lpi2!?bTf5fAVhG!_mH%#_gA)dp*l8 zHyga5C$ee=xs_dbk^&&FVe$n5^2iw3SCp8emqfRi z(C{570C=A$_#MX?x7l~*qQL^LRZtL2tPdk{OW5Lf1`8LzOC*Vp

)Vbr`^}5NpOz zm8?A&c>(a`OcCJ#d0z`JP5thkF94ld+oK4tpSO5UYw<=v@y4KF=4%7p8GFCTtwW7g zooauqsJtnxbOiMm!M^q`i zU$bHUf>ANY>Bc13a|SBpJ_f9qDc8!1E(`6r3J17E*(aP`t$vvLIHe&T3U|{c<+Aso zbjJ~Qbk&7)sG^`A*Ycx;L1i}{?h2&noHunhiGt8*69P_Tf1|m^zru8}3(TlA9bq4! z17C2rsatnL^!}OPvUW}HSQ~|gw~D*5a8w~ZL0AeDpzM~w4>29jkVfM%GFZd7oePD} zc<{B?==8QwxyjX-kQ zy}E-KwhpIf78rP8z@4@tEBU-+jugv{Er`o-p(MeXiMWsuWw+OZ2XWr5d3V5KR%*@Y zw%c49Pvl3{{{T#DnJA;;HzOmQ5SO0!5>Tt90@lsElxmvPB3iEEB!ijyMY z#)y6+4Eg}skw9slxSf2ElUd@6vC`14B9 zlC<&_EX8kdqt96|Zzvr3z_bzdA>J%sS{4}U7U)3szt_1i*7?QHzh*AtVw@ldG+Tt{ z9RCEexE!zy{sTman$r9|m!L_*5ny<2gm&Y4{K96@zxSd$2#;lZ(We?sm#qWXYWG&?-1aba;A*St`W-WvAo%Q-T`Xem)4Ce%{YHHgH}(&lph>CSJS{jV*Pa6FH>yvm{3OgNrwy>LC=`p zwnq6e>v4{s15~#1vvGMz_n&->hOKma{D#0WZjk6z$k&HolB>mMMZc99dS3;w?=D+Z znVa02lhw|go#&hy?FF7GF)9Mw-n^Gx6fEWm4PWWdz-y)teo&3Q!gG;8`A6FYV5s$X z0A_5zD1siXkHoDUDG!KoI(H{UBw8WVpXCLLE;O-Qo)Qh4qeQ`fPTJlqCbcWHNpQ6T zoZXg!1YXHwx-jN{@6p!SgFEa>6Dh+%2sO3QSZ%wT#ztQ}!l`(ZwRaco0Oft1!lWZG zDiAn?Mac3Zet#-Kz4r=>n0~Im*U$Jk{g=%M`u>lE0bQk=G4-Wm#;%Z6_>hp+A5~a; zv7wgAPl0>>Hjkz>ThN>b+Eov=4k8r{IA|2J(^?eeDmgJz;~Kz#h?dJ|S*Su_!T|O)mUt*9Kv|k{sy)hqt)##Sc zn-Yue9UFO6MA(*l@**8>0uP6u&cTQP%d*98%QtcAh0r8Z)9Eoz@x}og0q)g@{sA`w zeacodI(!a|kiUq6$OSuNK?+Eshbiy)h}CZg+HxR5iRI`=z!&=NFk{=vfe*LFmyXph zu?1-zjq&R+&2MqGz_-2h6l~GnkF%tpsTzM7&!^>Irt^Q~p2hNgVsC-3Wq_VbJ7e3p z%@eRyOFiT-p{=~gJ)9ZS1Z(^yny-cNWn(e!`VUIn1RCFwI0t3N$C5~&4YF5{tRf_Y zl!lfrf{EiG!A~yN~MYIKVH6tHd!S7B?Y?EQM zO(B@5_EH~|8^0JV@KL*-KMVKKp<;mjSU7+xmE0!)5#?fqN;_ zZ~IgrY>^26>7_t>#6oJ+(0Vb|=~SgZpxlwFmn8OtSP(C@ZDCvg8T&Aqob+fZrfk2t zD&zBwudxT45bKRtY$bp_zEsBR8&N#}!@8r!Kik30#}A2PiRPK`#RCV1e8dx^$@*O& zowYK>Fks8${_Y$>J#usMvmqX=$lFVj#t{LYO3=7ibFliGcu)Wv$KpsZ@4ejju1oyY zDs6Srz5d=RQ^U+Wft{$?eqNPEwlMc@3ZqSQ`XsZ^cryAc@QYSP^#cTmXA@)fHq96E zb$3wZLG?{Hu3h@%;9v*oDksVIP8CuQ=1ROyhh*%-7k7WKXRSlyG{I_5h!NAbrWn_W z(Q9Jrr-KTW%D;9rEOW}g>QSX|G^43hxzEZjRd$aYs!=MtQ=V&l*6sc*-27sJF<3k9 zsRrZBp~(&te=)jP^$wr*Nf~X6wiKW)&-vA#O~>`ihVRb|*vn=TVEq74c$-N7(d$uZ z(}*KXoie5Eckz?rn6#r%PgUsWIY@?W(cwBD`g^7hZxK z8+((gy@Yu*0yzdU_jkIh>gt;eQ{5-eD$|vW3q!M6a_TQOi&@7R>dRhg)q=HF1D+3$ zjg->nSt&Fl56oYQ9XA({dc2DjgaZo?dW*;%5IKQNo8A}Z5Zeo+ng>xVFD~#M-?GA9 zr5L?ddsCZ)A5!K*!o$48_p&QPSwHsm-5{Y~Y*vbXC9rBy5Op~hX6xRz)yW&LRm&VJ z+lsq5IhwO}**DIsRe5&RCrf>U3J}uA%;j90%Ad)?fb>^+7#r67_Hc9FLCXtRudZ$8 zqZViXr(?47n@SKV@7yDan)zcy;t@;M^7b4pGDDL>wfqs!@@odk`c>DW|JFhwt=Z6eFl?%&q5$Mb?LajC$+f*F$hc7C9TNVh&RVli+0$jaFN` zR_vhA<<49VLM)oqG6~R~bt2h4+j$>Duwg)p6s1D`1#z@Op=Y==@p=R&ZpS>l{Hx~k zZ^${q%Y>IB*&A7$IG)+J@xWmU1!!J{F|+TfE?9IR1&1%`*O(lno2!F$$`sJOMU@8~ zyFVwzYV~@P9dSG!awkl>*b&wv^qwy)@k{4#3*DReD~FsXSN|+}7_5ydSLM9>)FF~{ zs^gB$-@RdFmz_;b6O^Q7a-fVjzRE4}Q3FV7&9lXMEC+gR1PCC8Q!_1thpUm6xd-?>$;Kc=zl$M>G=uWA=GKRIU;iA0%) z_z;h88H|eJx{01!SGaB#XrRO|&asFLh1*#hbrzU{vNSX(vDgYwUN;Tkb}H%=tTR6R zL&s-w(hXUQ%9T~vDezz;jGMU6t~OY+7mLw#Co}7VL^fFFrGFXr61a>j?RpHC(;h%t zvo|fe6W7BcIa$WsoN@>QNhd>}chw(-Z_cxbKhHSQ2eDF2+_QO3X){k7y@2a;30wkC zT8xk*mrPTQzG!Hm7V*5xAi#?2V+;HkVW>~$J=|{2z~78 zN3_Ed=YD~Vfwr|Wc6R&w+a&j#RuFYLv)`*z5VgJs)oFuZ3ghA#gcl$TKjXp+zBQM@ z;**P5`(nW0rNxur;^&3Xxz++l7N!-^8vgrX-^tXSpFJkF^Ymtv0F>oUs}>qF`)K3< zp|S!em2a_)KSff_N~n)3@PAsc1+SzVO}Mp64Et(gX!vF2H?f#WcC&LL4Y@5fx{soz zKmR6#h?O(Q0lt6gMZI#r0*}EzZj(ohg^Q3yQIzk9^Ky;F#ayvx@U}J*aWEsb+%<7AOUT2I*W*@7h=SOKhz@9HukG;P z_MSJi^wp!VtgYYv_}$~;S8i^VYB4TNy3{0S`f(~S!%JgSe39+}bDlaWd=%63hk7&jvLAMo5dh z8wpzwOm12aq0=)P!em_9z5uR=W#5&h=1Ve&XAy$iK_(*Sd(2C&$s*IQIG&ijI5nU; zqR%On7|KK)P;T%!9yJ5{oo*wXu9TQyr2{nJRJEJK?H~s6Q%i_;-OpI?RToH@9J&C; zRl=oLQ$Cfw!1BP#y(HK zTUN@7-?UCz`50S$)wn5>s}C>QLDf^ktQ)rHF7v#eKfzX@j~fV6p3eGk;fzrhd#Way zL$4?m6oC;6QE^k_0X9Ui9M+PnzeV0HIi|-(iHUogE(2r%t(&OJd|hc_BVwn(UyK+D zoA%ctZs8gpr;S6Fon6nqsYBD7O%lk@8m4JLqLjjJiyO?$grNx1G~7lb3t-h!Re5Im z&Q0hg^$`Gow2X=A@^24UDhB62)=Q8i87nl43`OVfV_#!wa!?RPGU}1tkPk7FCnaK2 zrE$!oRMN&C4n)s!3LU>#BX7q?HOM*B;-;D+?5EtRhw<9@jegr^G(|b2saJ2~@yf1r zv5=I8cCV%J*nPxm5ll?}AF&hW+~v+`+f*LBZ}+$y`uzv}N^S?aIVZC+R!T+~GoO(( zWK|h3-lWB{4x=6aV?w`E2^Ycrv5WXeseWO}ctGq9Dvs+AD|Au%=NvU7(tfVkcf&9d z1YGl=i)|E9c}dOk+Bykesy*?S!F{9zX*)N;h%4Ue#QJEhj;|-a5)Hm38;BOD$c54T z&eJ;ZwA=_|q^`4>tE+6Voo@ z6ubg&hU4p>=^7wBAjgg}E zBFYJ*wGa!h=R`1LhRbpWCCM%oBYl5aAY{N849JOk9n&f4eFr7zsf#N1MUi<-%7we0^lv=PK|!$eMF;0?8BQf;8aKT zE`9Cr?#mY-*d6=?s8}9|6=Aure+SY?kH1R23i%V<4jk~)NbyNQ4a))fLw+4=Ex=HG zxT&@or6`w=za~p3GfTf0T=zw=b!&-#$N;W?i*RjI#eNSs_P>ONZC%}Ak4(x?w>>I{ zL9d5RnMt%D4z+**JgHlu+;>**_5;r!x?~Zs$u2_VE_StJn@_J=17me^`;qURa>J6xCODCb~DQjy!V+BL9a2JB6y;#v{CnX2g44P8rXw;3dbk z*C~-ezSAv2C|xgU?#qq~F5))ugi4EQc~!gp;M`9q>kG~)}0$xsfJ#OiqrY4Rt%PVi{C_z#c9o=uDK z$Df>K{lVD?rP|JH=V{n&Z=7)dF@fCZ{sr$cY5;iDeabJ+Up1SKuxb`4@2y#d8F>!! z#0}ty8@fEsa)f2BY;ax&%2{3N3jzDJc>>Ov9|U$9mVdw7*7JYpkIgu{r8ku+#OH1UUAID^fN_C+R;b?=8tFNQU11VpUSS(A#zQ2gExgBeCb(;cFt4PZ> zq%Uk}Sw1Rt3#ItVlGlQKDwKIIg+v z9HmRVe<{f-|2iBz0M9EmgOcEbh+c-p_{=qWwUfwvaJ>S&Tm@uUaL!xP_mvZ1%UUHWJ~bZpH)S~2+}(9_N0 zdII-|)JTLiUEZK8Ftwg;NTV|+^wy_$y-Oil;2GhdJvC;YsU8C_Io0-Y-vK^yTuuo$^)Jtsj#b zBF@~Gx*0Cb9Xx3L#M%C8G4%%Nuf%&TD%`J0c{fU}l%qs34eu1hmzh~#GP4b z1R;$~3BK53A6kv~myS+f1~6O8qMU2uW=s3dd;w-<5T1ic$A@iKF8GUIvUc0aS8^fS z8J4$z8&Eb2mGAu||7XtryVNNPMy%qQTcYeCzT7g&-hb1%AJI~Wjk>FBx~!7%h@PXt z9M|blOoM}!l|6{G>ylyhv*E%uR!-S}fSf~JVEUA3f=d7@Ex^F_?5lU7g~ofqo*`M` zgW$fmkFw{#FGurGF2q&GaIASK{sP>#66ML8@w0IiiJa6ZgRk8(?~8?u+PycsnW&GD zzPVwR3vBEa=Mjz0GR6?>sC$g8Q(6A5HEP!YM8^e`D!x%a5kMBoMFlX91%3MZ!?|NA z;4Ze%7Gl|1+tiXSiqa|jk0#6Z%(Y#FBK_NQ3&`u9^r5>D;FjRc*q=ZWcg)}Ogo@n6 z`^*v`ydYzR>fFN(&>Hrwp%i;s$a*WHiYgRcHS?GH>zRw1k=~loTB=j!Zc9++Zx1Y_ ze=gei3G$(`V{ThB_e6IL#FSY-iXU9omV!7{!u&;YxW#B@k{=PC(^sPIi%9FxgV&Mz z;Y-|);J)TUY}D@e1nw60+ni78a@>DLfhq0aV#K9Z5ingpYtQ@G{P*}`HPg(M)?{Bh z%h}sEZDNR51@2KAOMdnSz!^5Q(@;a3T-@$x*oA4;?4lCmxvi+0@4raZE`H^V4R}K- zI7M`YzP+2&7l#JOmZU!6r-!z1G?Pv0MzIZl(hO>c_(lQB1MD1pC|EC~o@F_YC?6Ne zZrB7{f!`WUTnKJ&kM(Qo_^-T&oxqB8!`Kbg-JJkSYKr04fE{|U588vq@|XGfv%hOG zDUhm3qohQLM4q7uay?Em3?u3#!LP4&qckRYfBO_IKj5lYAz9Lj;w*A~6|j zD`CqIp`)_JGBrig9`Vm%RX4rv4n?$Yn*K;OM>*Tg{K;?jK33ygBWW|=R7B%k)yQ13 zF^(8vMI%ps(kkqP-m6O0s&K8J38%M1bH&ZlIXjOhO7S?O{Hmy&%tMbq zbMJQ`-Hq)wj7tP0pLRhzPR2F_ofID_ z2(XP&)9vF-w435PWIz|X@TB_Y?F{c<;3R+3S_J*0UCzEv@|0jcR+x^c1C^;pJVXSr zA!ehdEenmt3GE69{0&Go*+IE1frc4=3&FoBRm@)Douix!djHI8>xw=-qiUZQXe24V ztUZTODjR226_AOP-DHpM(r0rkzy1sKzlTwU6OPbG$uOu4I< zo81(81kK{NRtqe&Ms-df7g$~T7YgpiwMJ!_6iZ4i;5~8Q0(%J z5}1u1>9{XhR=M*cnwg<%)P4H1QcA_`%e>`%pTMQ+TX$ij%I>FfO(l;<89m*gp&0-y zc&;Le@!SfMeX|Zb>LFa_1uTW|jF8`p*_P|-lM7TRn%~k|R?>8P2Woa13ymODmF~Y< zKF06v3)&i@&VV0wiGTYx;V|2mjVTyL5tWB%CV>4EuQ@ z^-~l8BB%~b@+|oeVE#R_a?hgQ-r|Oik1Jl&%v$`0?$aS)=FR82NV&7U=l~*(1VC|o zY;NhO(blIAg{%C~M0rd9Hjj#da|n09g64%jIuWWN?Ge(TSVS}LTe@?{K>#~IOuk@B zOokk8<9417P+kagWpa^M23RR+W_#}b5j+AQSF8tRNerrSghOK*X$9jVs$@PL#@WQ4 z{J>Wvav1rJO-r4C&D%Vw=t^42!{{U_K|nZUM>hz(Vma-;-2ovCJG1LAgI3;|{{aR$ z5FVZ%2ucH6X>i)k9)i}rlz_;Q{%@%9v*)%&k63Rhd6d~Fu9bPNM%OjBEvk6|Cwp;pm|?}b|2;jHqsCEw zrWW=@Z(Y9&oOxi3*kD{GW2sDbWd!Z;9;PF|ncWBIPmo1(Y&fJ9P7J|?GT|ZXo{2b$LMfsjAhIFbSwP^rzfe0e!ucnIB2tl9bb%!js5)`&ovr@lE zJFe={H?NoV;IzW@?ng+r$#MQg?-5(}X+%f`YK$Hh$^;VKQr%A3E%Z)nx(#on=?nVb zp(RK`%YhvMwn_gYsqBe^=*?(d(px*^PvV`hn^AXbZp(vF-)NvVkA3CF_MH>De9q5o zOG^Jvr~cK4v3oA{D`9A3>YfW#yn2Jn2Oc^ekYVETu^MY?lmsXGp&JbtW90hR(-%y? zN*JSHuX@J|^Fg~H*C!r(t$kVHC9&V5ttN--@}r=s%G1gwdFi@@d{K&AZlk|NrfE|` zlX%6`9YTXaLe(r^P81qoP3+P`uQ$=Kljyy2eS^L>9d@^!!O)1yzx$~a{* zJ3ZO9nW$fs{Wu+u0&U;>VX^7lJj2Jz#%B4q^2F;+!eyrn;{09%t_Onhh=JN#v&ofP z(0!|35C91&C$Z6FTK9zaQ%`rQ*j;tO&Y-TE?iy-rF*P}Z@-Pw;VRYHKcWPrf^Q*aS zmLzi`yPSv_Cx#oUU|xYz3rp-NTm6^8x;7Cn;m<*iFeyn&-)9!HiKtM@KTPdi?^Q}- z`R6o=mXyyREoGk7Dz~E+Z)~(zFXej~hFqnfC9Jh+M|6bOyd!kNsudiO0&6IsuaK)5 zEe3;_J`|d;t?>4UN}OTfvb`b)yBCt3D>OWMkgwNB+yCOCnV_$9-Bc;V9+ybWW~$Yli!0ZB;>^)*C^qEf3dnL zXT8HO^|(gcq`!Ystp#*U%#yVYR1D0wG;ep&er7^k{LJpZn& zB>$WZ1jYbv?w1yUo(wRAk(Sce9N7RS|E#!uxRC z9d(Iz2fMezj+v}|{+ z!4TT~k1C#U7N&aWb=j6)B^94|tj4&%hu=%#Zl{#IO6o7hxNe!#r)7nUANVD#JhJ z=S4Y7n}ptej4HpJ2oThGu2X!R^s4&fLkxqzLs{|q20~1fAU^G)LV3mCV5AlwrvaU( zU#a}$miM9 zd1Gy%NWE(DhI(1M88E!!jpz2$ng_+GS5_UJ4HkWQl>??PcA0u9&lN8?)4Q?o$a}fh z?Dr<%E|!sOT}CHfIflTqty5U~?Q~R~SuY}_CG@Psf>=T=#~bw0BU&AB?}MHfd7rX% z{{LN^p5zh@Jva!&h1MzX#tL@3NNu{rV5!|GmqXyWxja`x@6a{w$iacoI>Qs4+!i!#1--Z5|8b?;ktrG8>tQ zGOkNn8VTzJS#{}ewe4cepU9D8xtftB)^Qax_P?*wG8Yg+7E5nwCkE;i{hQP=uH&$k z?O_DG_S>}pw;p=m1)SWUhvND{{{c9sS#hPc+2Aeo6F;fxDHQ@080Ugm2+UfX4Z(ia z28GIP^mAr~u?C)nX*tNhV__n<6L4UBrz!}u(2-luWC2xe|1 zrnpo#I#9oU)#A67i{oHsUDx#x4@_M#(3u>4^SKqe;0fzeA{+`-qT%0*GOJF(VE>oE zE$f5UiCVYx&dVZ^K4crwD{A(xs;29T5*1H^Z zP}&YQ)qjBbx@xG4eotofK}`o1*Y*b6vkzjehLGe;AG^WJw^d%Pk5fV)f98~bwERBC zGvvLS!ZIy-&)XvlSpR~b2$LoVR11+CpMDz}Eyy61ixOS!i%w%Y7UcV!DBttv#~TE4 z(RU8*Q8OBA2Bp2rEAfd<&d-ZFJk7;NkPW-RQWmf$z5tJ_z{&||tx%!vuqx~$ z!i50HQ9zXdH|qjH{lm^-tbFRmBaLP<6}$`~fHJ4_ zzOpUwp5y4Q=pT`i)~pSU)pHxQn38=f<+s*0MiRh4(QX2*;N zx?=~Qi<9k4-MF*c4^$7@sM9X;(F1?bZ1-Pj#5czWaIz!WTIH|PuNa!s+vR#^wq5#f zrAlCDsJ5&s&uga|pM^jFTOttx%gpv+3NY==(|f}=i(pRn7t6j<{yjW13w2gAX%v+w7+8y^6w#jTo{?3EP7C`s;v5-B7VUY z*j_sHqdgC%Oqi}ZRm8Y%D$Q~qhBOj)tr!Pj8u3ZDcufkYM|NL)7z(XyF3K$!T*R)dJl&7@LChI05 z+U+LaD;2&aSBYC*z#{-lL&zQ~c=Jc8S=3o@k~ab~M2=pg4lwTe4yuYg`rCplND@#( zl!|Xgw*L1}6iLaGHZC*skgW$fJGV*eF7X7>boS0?m(5Lo!SVaWstlD2|2!8Jg;fOH zpsaV-FMx0mPqyALT3XnYMPO&pwT(0q*e85eTr_R(R2e;(&*ee$A7K2doTXfH_ngMY zjU&aj$;W%P>w5c2ykiEf%+9OECRxL1YW>rW+$B(P2X+f2w{04_S4m#l#Gh~$_!zOv zWrWE0tl6%*AqtcpQp?Q*X+!l^lbegZEkEV9D!f(wjnP5nIb8`5=r#VBGC;DdYRg}= ztlE$`o-MkKU^Ny!Y#DaVg@twf)`96b)q0u6F4ex05qGpKHNOAQ+M0unkOGxnz=e`~ zcirM2=ez4ouW5)@tC`_ZliA&p>40prJvexHzkB)x?%(|Y^LV040spP3s%+Rqx~{un zT+qSvDS4QesS`+{QQq&+wZbQT!fe7CidP;1eV?@PG@^@r!r3H9Uj zzv6N;0d_8pF<*xb=WqT4ko2P7xwTxe_q`0mnlFc}QD%!;o15#>ch;DHwIAPBz4vg! zJKeA1eGWx6qBWj|Y_RAI7ysMDiic0>%fxi0fp!dIBOE)vl&yVUHIudg7}YS|*Gf=> zg8hxetHn06%KO+F4P^UE_q^}!5y{1c%dZ_zGG#yIo(y5Nq+M>q*Hv~sPs4Y~)m{!2 zJ;_g#WnoEUrem!`fsHD=4Eby+k*o#s6LZ4|*Un3Qrs|uF(`n-4rSsCr{OnIdhY{3h zk2eTpc3X$=L5foV`g=>GHHA@)b&BiObGU_-8T+4k85a!r+#2yVo98B8SHpt4pItdR z30bP?P$nu}$?)>y%v;Cy3KPSV1YPT#_bS~2_jc^qVBL$?b{nT%MgjeRC1NXJ&sIvy zK2#cwX{GsD(H2%$U?X|QWXm~9_lj4GK zt%#oWd`DhaI8}2JdaW z3!1@D6)~GMxWJL*7#0mz@eRtxFB}4 z>dUSaeYz6Qp!izq$2R~f#J%?^44}493D>Z4_z3IzQ#V5D)4c8~cf~jNpkng6HutUd z3Z6Fdel|iD?QIL`i3qpO|o_SYk0kpN>KW$@`t}L3#?Wv4oE?Ejy`~|Q~l~x zHF;Vw(Nv|IvD1RTy7IyGYJF>Lxh-Jao>gvLJolAvdE5cJc(p1w>~rjO*KEi^iwWKX zgiZZmTBXILUgi*`wRcnuk<_I#WKDKpb;MaH#FdSx4AeOk~NpuzxNw4Z(Ac~4(X25yQ^&z^j2lr z78Fr0lm{orOx7vY%Zq>m1CKgUz? zD1P`koga~H1?&u#wFBy2vP~7;-RXChuM8geuf;6{pCDh73?AH&SE)^vSBA26<=t6# zhdMYhORyS?geZL!ce35#h1sdisr%WnaCzC1{bM6hd_gbbaq53MD77gUPpssgq$P)Z zTZjegANfm{brwebY)O_5s{%?ay1a=x1&o$Bc_`pe@nVV`Ar6{Y5WQA6Kmv{ z!SD`RfxEVRQWWRtXsgvGI9pX$Z82%9YBPQo1XSq)x=6Nbx(m)wnLt>*4ffMFFIX=| zE$H$?Ss_ZP|2BX3%q^W)S#>_YiOx0|zZNsy8n5>DE;#pgVv~GKYUz1#`Fi%#G4|uF73J?-JH#__fdW zn~79Lf<;xnM-??A(8;8d#o1>!j==X?+3k1`KzL>o zxxUHwnu{AIa8ooWviUJjUV=2SQi#K)+FFPb6~{PDUKpmW^?i<+^QgiHq!J82!noZ3Wm%trB7{av%R`^d6D8Uw#zbN)|4L!>A3%WYLl8ac-oddV zI!tLD92E^gRNux&jb6%5Kgir7;MIr>n@pp1^2n*4F#@g^Z(@kRaJ~BvaATl>0_uN` zjkw9mx!(JqB?OH6AHa)6@0CjM;x55$`2RUVs_OkCq8>AKE(-$Q0w2`qJU-!0bk5cNs9|BF=?)zr^>4a8AAzx-cPHM4^hfB4d`7I=`kXFBx4QIx64@i_nVAoXO!6`pL`#fH(R-eyH^a`PqKXPt0d{GkSWoQ^ zSVb8r)hqtt$s~|OK_Ncc?xO#W=oHn7!6eq&kL-(CsnQsTQa`m1HI3e;MKq!Ey*FbH z^pAGDtCBNudPpOu43gUrJ6(yNj*V?g`>Jz|*BAq(nlu4^R3jCm8lTDv&)xK!;gcrNpY!3&K0tPuZ>@AqD_kqM*pFa z6;+OU^m^{qQg{6xic~k-M*;q>ez_9%#nMc^Y8#puaD38K;j*B0ASXj1DpL8dJZ|~j zU@a78puT?NjF~hR_}OouV>JHX8_@{KFd2=%Zc}0>oaPoE3o#)?0LbURs$X%r8|rSVN+ z?g;clVqtY*V#P&GRPFIEW=$0dmduVgR#g`6GKq!&4ht0%Xk(Cp>=Nu=f5*Tunu&@Q3?X&=1z5io(i6u@<8<~{G+oN4M`iIXW@Kp-EgTliW_ zHaZm2wE+1sGST9$k5)tfe#bbrUe0 zOH8GXhQkjD`ZNTl035*u%A3-BuzMWcRy&J^Ubocd2QIS4Y5Q|Q?#t5*-%u6bF~=<6 zKVcmEf86D-OLV1@6*L_V5<7i2Tqer8#jcy`C+{ymbLkX%R#9cqId^fV^rfv@*HzAO zFWu^gKZ{#sJll%3dzfgmPi%8;waWbYw}pQnTHhp-%VEF+wf+Ef1!(&qcmnsfhO645 zZ!*8z%)5VVJ6))B@v!-GT**^spx={0EENK{L0RgM9@K|EHC}HT0@-=4dhtY={ScL; zH`DkJ2CoE^KUbgCI&=x+iOk+@5zxp*P8_?A-D6agtoKgz=bXXz%iGGO;nmq_Gi6u%fOokJ zlV}Qvq!o6BoD=+Qhu3g3`DJ!({P;*lSB8uqP1G810B?4;Wi04^(tA2)1GFQsh#-a@ zbw9CcO7DtWG5rS!OuXfqUFc`QF-HkeQ4g@?u4(wr8FO&94GFV}9_ib8uUb=!in20~ z8UbK2=ct=mp=iKZgn?iwD$!e45uK6KB5qRd%d!EM8AR(#;R~BDik_(kM{Bl+^S(>skR4H#@-7p6|0e?GO^y z&wKp4>)fZ8OJknr=}m?I0IahS<7)EP-rxs<+ZRkrIcl_L<%c~Y>TpN%=bR)-rk3GU zIs}#A<)0ek_^uz7b6`$VuR7jVR5s~@~A$`*M zwf=>6vkqK=zjyW&YN=$ z2Zg@%G0Jt4?Le(vFEuepqwh~VQH@cIs!eBu(z_u)9ghpwy>aEQV_&&`g+00RO~U0r zH(n-9^q49|3f#QrR5JVWL+q^Y(_E{{B>AYnnu55KCd6}R|DDq01x*M6qgUs;j<_I-f~;Vqi1no(gn=ZyaKN@K>!hFM?e1} zgvCWeN7j!l+(=i$A&io?0K@3Sv1N#ptNkdYC$4RHTZ!wFjPozTJW>}6WjQKdlT58G znV$69kc_scJJPFKwzJS4fEK{k!4vk>wuxUI&ewem8_1mQ5Tp-|x#ywj%R~K!k)2wAAP&4sLG; z7U~2&dS1$QzW=QD;G#}0V0HyR&C1F6{&8Ae{o1@B3C;P)&nw@>Ev}=PQLK!M!81%u zE^xu81)2^29-0|f6UW_6kLR|oz1)K%fKY7GdOCaLnnx$^VH=>OsAJj2<1|Mwp=MbR2X&7w9n zqV}rVVvpLCA}C_-P%W($dsXeNsM@QjJ!9`3qxOisKEM0>;QxOnaUJA1t}EC5Ugzt? z@B@LSX=p2EI)uSwwUY54aQB|w(q8d>St_N@vN0MVkeRMtJ@HDS>e}&aTfYCKCdW9? z_F9=8B#!;p?#10nq^_-VFygGyYpn_hoHDUgh;wptmS`EL)=jd9H$IXxB@^YUeonPbUoIE;xO!J{E znc)PP5&;}9u5r+^90diMdEL4N= z=->%s=N_ix<=}9AjZZeg1NGjF-%L2WncU!#@yM9aO-P^cEZ7Xaa&}pPvqq=M5FRMe z)91{W7N#gzyKuMCD@!L61~_W5hV~e~Dv`Jk-Lgnm5AVNLjhR}pWoh%XJL~p63io{V zq#w=wdCDq@=c4Xl#oJYeZ~jOg% zEO!13II7NKkPe_V>1QSjD==dJ+7HbzQ)Ny4jn$xcr7Pq$#XQ2%MB2Z&Qlec;|GxNS z$byR;N#1TxX$mSAUinfB<7qiHS`*^}6wv?vP)%x-Q65(LI9FK8Fr7)a0BL7YxADm+ zq`{MhN$~Fn0zR3~3|D1i{Y87PpAJ(;`1|5-atRU(?$Ul#958{tc`95ppdTB9b#qZE z!GP5~u@wjT;k-`!?EPDfmP&M{J@$W~Pivn#*A?qsik{M^MM;lMh;5K84SVW1URWF_ z{CM`BC0W5h$vG-ex@8*ixkh;Ged4#4{(Ol{#og`tdWuYe^9;=;8*WsUo4G)1rak67ZZ}tOkcnqpf%e#j{`MY`-&p51YTgEU zj@hqTZqfR^a*>l(^SEB#+!Mp1XH;+&PM< z9TyCVIKmPBFYn^+C%DeCiGKv)1g_EMYo2%DR8ArKOA#c8ycHhYZ=-tHzNxB$^({4x zcX-=8pNab$QkMGA+fL;-j#pOjNTM6pqc#|`vkBNeverp|fbV{XI@WKREj1s>x|{ZV z$!7aO4Y*XN0@gM#zdG?ChN&^d?~3|YK@zIwne=tZkIW`l3D8@)1=~*c2}!_=tW3(G&t$obQpQVRH+(*X#Qwn9 zBb-c}x+-+SMRhZXj@zg%y9`;K_Ei&et*?0{yHOt)w`&;fa=-W=$l{^aQ`{gm`Sl*f zBU#3BkW!&f2DEH(Cp|r%%D#6Hd^KHir&RyDacn^J{>0V#yex?IxVz{pg&M#8p>7Do zg7fBi@3e$Cc`Cu#)X)x#dqL_uZ_TM5PUyBGaZKSQQ&KCK95 zy^+w1Q(#ysDikmcDp>ux(FR!7x_7jOZOTW08Y}v@eg1S?Z<%;9W!{TFFIq48Gh7Zs z0b9lZ&ibCS-B#oye!mL!>IOaA8gMj( zR~-zTiaa(HSrsLt@uaMCS-f6h#$^6*pgN||&RE#>me%!%iaVWw7QjY#ruQgRu@3EV zGLO&uT%KBVNaQY7f1sSjR;qI}?BzFJ{6`j8k}x8(dt>ud&5BYv{i$ zyEwtadlQfs9erf_r)0HR#hF2wHGNTJ2=}cOLe-k8Yq}2Io$ho|@VK$__a(RjVQfLY z7?>U?1~fE~Ix7Mt9thIzBEdh`FX4AOp5?dACV_9d51dCO*$;1@gVd})@K#*y%QBV zn$OG>d$icgd; zpwk=vTILJ#iV!q+T=CDN%v16g$WSHTM-s=#KgQZ$?hF1YeT6^gxQdOiDtKzqpE@X42yIkmJk_f0fRG`Ro}I@P>!LNnZh~m zBpaLtF30MDkEbQEXXqLsweUdiFz{YuyC1t^#Q{Amk~&n|ViZ_HDhF@+wIF#5kWX?~ zlOZa08uP4n1f2*Mwy&*V7*PgKi6ta2PwsTLW;V z$DW!WZ!x`K#Y{IsJr0}jQ1m_(Q6+Q93{zh!dio0Eeg?&CED#6)rhayLqFZ} z8oNP8N=xh`vd&#P&7bm#i|Ez#97-9F=)53z+l;Y;w$wSL#&nefhq3KnNO-hP@yWx-6C2SLqP7 zXo1DFJfYDx9@kI>Xo+(NocW&^SW7`oMfDQndf>ry`2QS!c@x8Vj& ziPd0<7!}HAm&n|~UH4q7j{~A;DcO<`q8F!O>q_v52*I*uc6%v&p*M7=MF}gEN~NZc zJGsV)iv=}&8NVoSV61VH+6NMr(?3Cr8?`=&O5U~WxeN;OZPT;^Ro3^Xqeuup$Qi3O zDDl_Y)W(mr_u$~7_&}~_B>4o2UMIb*50Duy9DL%oD>s1T2^e={lKYQNx(J}P@stpyxXF8snGQvOD zdPHUcfZ{Y;;9VJ=_mlkx(s`3^Oqcs~sLP9C`F=0u_`J4uy3B?C@TlqtAKLOEkbCj& zpJa`R4S`drld3q!PY0p)5e#9f4~MSFIZc^^mmhDa=@MlON6&074$YZ9<#ri*Np=Ym z(f1@PSr7{pNNjk8#KTzdPIdLDf%t<-SftT6GxT)9IP5DA2XCTBc&f2fYh@g@m#SM3 zU;QFUGkO@km!A@%nosHq;BjDox?^`81496F~P+42mz zT~~Te@F^_+_z1th(r**4%=#JrU0mT&za0+aveV2TSR7H{>ycT+Aa#-qU#*~I)NQiB z=l4j4lSG1#>*We8PKq|f^}E>snbydsojQR1(%~|?GJd2n;0I$@A8xZ_^II^Ywh zkYS|{;z4%a?%p3z zV`k69TU+JjzzN<2Qk@o014;SGrT7gs}dkr?y=f-Ov|x-A4HcZnm^t`+N<8n#%zXP?SZ3;UTYIZ`U>b z9h2d0J#hDmpNwx0U+?J5VnjVxNMGsfL3v!i&f4Jd$nL`qh{W5c+ZlNUyE3dLr^uP! zv{x?Q&K>CzJU5JeGyKmr==iLhG#gU$2)|^VSa6K_g}K(xjSWhR)Q8{)&s`acbD7^) zmVd*Ey}61RIuq`>6i+?Jj<}PbA zs1~KYtimW9l`;(ed?;({y8n}sPtYc-Mug6-yLt_ z4<)lp->954*w{}t41ZotPdY5qG(U}s&)t;4$=ZA~E*I1K*i3whAw1p%!`2mygG_7H zbcm#Bh)#+^V>4|D>l;2Z=B#;-DBlNl8I}B-ciov(Kq8E)lT2x$@`iV zy?lkNZWS`0Lq;>E3>){~*?Fl2ij@pf`HY!`2CjuH+J;~fun}I@_ghQRXN+irnp=!r znek#yhY?O_{Y0(Z^^YCNzK4t6{0p}70x;F&4UJiv{H9wc&vRTinU!1DQN`AQd2}QEavdd-DGD z;*Rv3tBQT{6s9sqm%97V^SNLH(5|HZ7vPH?k@d@=4 zH^L1C;Gb|?&j`)Xa2;$9OErpH;^EUJMyZ8T7l7nhR;JA{yN!(6(C)TaE zaPE@&k;&2MW@Ss^;jm`XI)<-6I5{6M#WEw=$vva4OrhKp8`O8AMQO@l7SO3!VSc97 zbr`8eix%Ej>Nm}XAd+Cc$`_)SrT$e51;Y8SVo8K#Bh?>lg3&y=p`7#h{%6I{EO=$< zE+7%BarLw z{v!EG$^kzi%+ONJO{(O%-h8uRW_UWN<|konR}drzaOpVTjf-WVVop@4{|{6y`%JC4 z<0##0lWD6=2$?t@PTPN=!|W6+M~lEx+parS62=(-16Zp^?5yYS$?vPeNXr;1P6s0Bc zOnNMqvN}tPGho~lr|+D(l+)Z0;PSBkJ#c!u7h!4gD*2kwx>6M=nrzX~`v_xYvAQ+; zc@+9~B3J-3VqPk|KibHiB-1F;9sTF(^?d?YI(Zp)DXM@@ zvP(GK{7DY^B%B?6*+dZv!e1%PUKYT>exPbvkf8V&_r`~&DNPYDx60PW#wcE&&C-Oe z6e%WGg#tks`hdce7Q_NxvO?f+9jHWS7+A<;sMWv-#^_8zk7{G6Zryz@5k(>IW2+mJ6#Xm;eTH z0TW;HqTr)K@V*8YUf^97x9W&EHk6;|h5SP`oW8M0;Ozr>X0I^RhG;DD_I-w}Om74z zL+nsSTt`uybfnZbO^kJ{LBv}5Lw372O+JRicSm0>*cC@N^kn5Ex83+vX5uu{Wk>1y z8xFxxps1P3Z~j>~*+9md`baNr#J30b*VGz6n3qNt-O7>T4NkAH)jfn|+DZfccr!i; zkHRor{mw(0B`A#FJ(B~wGtj3n^r+i#B@-q;8DjZb;sh#ay`z1EE`K`$5R~``M7Jp) zAJS+L8^Q>VB5+&3Wj~^+OGvoVd)Y~@=4B$OZ?;Mjz9;(($6cpv>M0v+Z5U)qYP8HM za{_f_xX=Zpw8RFKyWw8}DQJYZA<#8fX*Yd z1e!O}v4~wp;9Zj&g`R&cZHE|hFL6S62%9SX4{0J_uj6pB`A*h9FuZAFjKJjMPA~(@`fQ+$ZL)NKuO=dONta% zUK7Y@Pv`gwDrziV(!>7g^??Q}1I|l-r4>Q`(utERJ7psh_@-fRK}DYlBpS%UF`m?3JDV zb$tGJqTgQ(*yHh`-0G$bw2pqB!l0l-Ih+MZyz0BdHw(A^K@_<$KHUQ<%mdh1f>Cs? z0$NqLkN&dYZ?k30IvND-OSib|qq%n7uC#lgUK3J7Ivblvn|FGE8*POI8bYO;w42$= z)s}8eEB{M(5?%hn($sEKZg06p%vpoxk0n1jee*bhUKJot^C(oQr`AFcx(q&#WppRe zq~{BwZ&e50!xE=CtbH!hWtTT#LK0P{BYszG@8Pk6iXzAu1WdtgXbr-7yXwN&|M#m3l_Y(n4%k<22;HROD6YTIrYZ{ zf_@j;(_h?zi+hJV`U<$P29CiFc<^qu*VZ&3_XDWxKG7=)zqt80(~Qz6@|}Aa<*!FH zd_L#`Ecn8=U6o-8Tc1NNCa-%1Q59rPHlGGI6PSkPcDZIJOO)1&(fQm!g~&tlMmKDq zkCtUQwZbIK>vNc5@21(z=K!r=A0ynGgk~>p41YkYPfC(qSQYgEprxaD+?H6?JD>M2 z1|k048_(vWE80s>RK-wY7nN)$7UA1thmT|N9m#wyq{Hf37}wpg7ChXEP5^%E;UUwf zhq2I)@zZiZA>ZK_w0ka#^LD?Y-lw{A?DAAv;jC!Bmv^eKz9wo=$V1Clc--tt@YpeT zdQ8X}n1qT$K1CvQ&9=h>MC@`{YICnsaDz_0HtxaMW$scA*TY;MlR0I9kN*RKecsU1 z@orwsRVr_=FGkM#rH`H?ir8;0VuW3HPQy?F=5WLQ2BB0($fh(RK)-Cw8nXhd7NJw%^#r zmYP}P`Nj1dp0lDZPuh1vRahg|K2?z7u!nRzp?+?^j0$^yFtbpusABlC$^Sg((K|)I zThBs)rC>k*^8z@AT*0jnIv#R*KW2vbYm16xGf%5YxQaV((?(XSBqFEsg<^35 zODKSAY(BSHIQ1>M4ttd;-L`)_N$*&8<(*HgYiLx2e4X6uFYxc3TW)RQ&kDcUjJK|5 zODY~x+PF?#7^OU9@ z;k+`?q7}#f%Ixy*u>62y8NSS(;js3h_(XAe$;|ih?M@8ubP?xIV|pQ@Kh@v2xL@6$ zwRP%STYaL3kIWzZ;heKN@DvRnq8bPY3Tv>972I%M#TV928mln-s{c>Xg4sZy=mnu* zs+iPHC0FkYJ=+`Im&cM!*Ql=)S&l zLa{u}n!znlN&8wSvRX{==ArW`O{V@6P0j}d@C2ML`espiQZ7$)9jLTyF_0)@?w7tJ zy)&{gjd?HI$d7Ykv98jl5n#`L)rPa#(Qfnh52* z$xPaq=C8{^xHzW`#ZVm|na|Lce*A_{#*a-n;*x`zI}b937cJIqt-?FHIa4ebp}Oyl zIv^GQfjF2hexee2)9SI|I;`2$cN#iUg<8p(8@RXM@?x z6-~o?)iJWqekA>p?R@@T84D<_(YLQM*hhEB_dr3Wyd!d}qa*^E3WkE88hQk#1=1ij#y4KhKBF#7*_I5_*WSXl_Jr`W96bj$y}NkO)Udjp*ruYxuar^Cv9>5X=Ex8+FWroZfOQQbJ%upw=TVtgz(SPk|is|`ssMfeTIWNW+fe0z6M zfRU~>?eiz8`M$8D&|cfTruG~@H2e?=jks$~_PlJ0-5t~z`Z9N^?R(B0w zLDAk#h4#9`1~jrK?Hg@eU+G#q9U5}x9zz|X(4I&}%1+6m%rC}Pl45$l4#h^hSVi#R z)p?5cC@@&!BnztzFZv#-egJt4Q(^a|;&kK`otJ*cOhn+&x!E^7>)Mud<9u*dqSJqJ zcMMnilhpp(lpJL&sPytTSH-C~M)f!F$*&`nXz~~RLiM{^#>b4b!IdIBmm;ZOn%!9Rte27 zuFOU@NvZ$$Mj=>={k5OreJId`80FS|8_OaXFvtAcZkea1kWe*R`f+CG2Bmb$YreSZ zj@21yW(Kr${iDh+$ef&?roLXN{<8{Akibji)%3%kePy%GnH|%!cn~QITON*PGL;k^ zkJyW#^$x*qCPKH)1T*6N9!Jl(9@z@NMa8P>r0Zx07&$2<+a>m*v`6UU z$=+msx3d!1ne6g6*Ul7+!JA|X%W^#4V(Yv>$r272TC9B9G~nawM5Zb)d;9C=Lub(t z;QKmpa-P#~!&*n0T}~)=VD#FQ47mMcYGYSk^zaAnA>OI?kce1kTvDRcV!O`Gmuq=2 z)f{GuxvVPqk33%pC8T=~a)0^y(R#!^7|(!D`MR-JTjO(ej)W|a|3wkShh$xSM?Z4q z4i&6#y6un&nz%&E$0SqC2dDX1Z=+|=v2(&iB);KV=TsEaUx%MOxz>BkaWJX#k%hWf zI%AwoQMm_>D(A{d`0^5LY7h?QU&?nIfnu4Gd@hm9OpIir^)9|BcrQj z#l2aHBh@t79B24RD59M8^I+ejNB_8lb!ViYDmxz#Jq#L}xZ8^!1<@Cbf0WkLokC;s z_Edf7IPP{ya~oM2`aA6)f7`KQV8J076Nw=J2hp4D?GVrQ;daOhWPCp_BpAr`r7=(A z#r?H;qB$3@RxPo1G}c@Vu^1(jS8$2Dcm)X19NEvi(rs0f!&=1>7Hzb>Uh{U zZSaVAy2FqBZMrDibn3^)1S}w3J#_JQElz_sB#}XUOtyj|JF{yv^zJ{<3u9ya#QCYC zxjY27gY%L~^HZIlFr`crn#ue_rW-?`$Mpzr1z1;vrUbW(z|Wh50lU%kZ~76UnIFRf zH5A2+1s}1#Z)I;6|FL*2M?@uzUB}JU**?5o@~6SztD8Pnf5qVx?@!(_eU`B0 zr@_*@#pgeZL~DGmW2`iO1||s)t*pX0uP?D8He1{)7hztiyeuq3tdP7bKWj|ss80`f zx!E|Yz+6a8v$u4c>eA$TeOrxQoPjd@dK#7~SinW5TSA-H^Pw?$%MN2FBQPj%q#u(7uEdsuJ>8Gq1-Op6rvh)47rHMK7dI{JE1S+d+SkU&Lx<8FF*YxqcQ!r0=8z?nJ2 z@2>IdOd%v6Z}%UsgZp`8rEdDso&MU(tdZu4q|n2DWc_pl?bnxeZV5Sxhj0@`2c@bn zy*gb=N_Ml>8G+M~amAs4?vj{Y0gP?=?9Qd(>6h9s3lO1FeHO-VaXfB+X3;wP%KF-O zK)~*!rU<1~R4!mzgx>Ze+pNwgqt`SEx{Jh@%tBs{UF$IbvelUqNtgAv=W_nZ>tr^)=To7|IuCq_%z;g4>QKS-5BxD$k38PNn@)EJmllvBpc?3BP=k z{^_3vg|BQT*F#DPv5ZztW8@38Rr7s;lp~MKku)%cVE0kbpkvjVLfF$9_7bvwVb`$B ziC>mKkmVeLPw>abzBH446GS9?+jZA4ByK!gh2oWz0MyWIMPzB`9V4|bU$cXgu-bQZ zIPC|`QU;|Rqs{Q+8Ql}MDRk4XKRDm?x*j$F1#kkp75H|&DfbZB&~9)s$->?!8bolB zZ#$%>^{nfoD(QgGj@*p<*o8c*`)3}wu?e*|n=e{j0d#Q(G zWucY|+cU7JoTZM$fi9-zOFf+qb~|?`gG&BmqJS1XS~o>fRcdD%U8FInYU{~{U4+Yz z=1ucY*{^oyQ-%n!dX4#Tci3pt6%ZMiZuu?C4euP2t(!4db_^Ku#}X&KyltyTwBXgE zwkxZkSJB~m*|TkkOYW-iN?dwWKSuA3`eR*{1BLcq$}D1gP$LylsZx;d-gr{RD~-a) z5bL4*5eMQc3g6k>)ptvog{cQ2d+M(m;Ls5cY@Y%aii;Gs(oaBqz#V+rRm&lHziWFa zq@6s>&u-8exSKG1pf8F8!RZE>7@idmMq!4PTCAs2sqI=p?*u`dIaR~*4R)EZMe7(2 zY}>$2F+j9ea}0&V=f${dONL86P+)zqfOkOdV);oa4cIs|Bqr`UL*s@)(B|a?Pg%Ol zBK&NE`sZ3(IZJ9y!R#v`+R1FW#3<3cAWaG^>HSy6_Oa+s4uZ?IRH^dtbkJ{8G*~Qe zsILbw08fxSl_C+X(iojExg!GU&wY+hLv1taJ(8vWiy@{x3Pne-N&L*kBvUKlY{v`X);g_gny06uI zFzXUZ)zz5`^v)wssv{q_3u){qtoV+h71rXtqf9^q5=s}jEbbY11ylU#EC8v~<`nP< zr3Z^_suF|L+R}9v^~4~~5G;NN=+v`Q4h%6!r6EE;0XQ0Q>bk@HJcktDd$`Dz(6Zz> z>5rsybNjnrpvsw8SxL_D8EP4a50o{_L7JK36Kehw`VXeIsm8%<27SfOiV9qrVg<3- zjc5o~=Du9FqTutaSIfh1dznUY>h;ZB0aA`kDPrd5|ANGj^)g4h2iE6V_kM#wH}<)u zd;O`v?{U4eTU>gXMGDx6b)4pLs0zRb>McwFyy2c8{$ZDO@XdhE3Pdq1`@gR+R=FlK zZ1_Rq)5`5SOS{9j*9pm`pEpQVJK;Z$k=_QB^Z_yR+kVnHKajGx878?_#NgZ(Csz@a;Ce;$+&7T4`so7bS=j| zolkv=X|Nm5j`n774fdbfp`sU5*kG5#V!4YNaqo{FZWhYMd*$8Ni zqU?v848ylXLo#1mK~13}_U~^sL~!r9UVL$OLnNu&NVv`|7&Ey34Yil?VF(|cARPfJ zCg*2GJdHiwYyLOsZlcgND)+W!nI%ArePDiovQnm^%LF^XwWM|X544-DH%FALbo?4E zPUu22#^RO}*jwrJGLK)A0&6>nU} zMK&(e10>H|t^=}#LTi(`AE~Z4^1Z&x{t*3w4QTs~Jz?L{Qpttp+k`g#_`AmNVI=4u zJxl~m=N?0Fq}rhUrJu2j(*_~=3dH;v#A#~yWB`6-W)b|#YQlLl**$vK5Yz1z7o3XT zDtV?v<_cHYwfb6ECf9K;g?u36mGT>AzrQU2bnz*G3utCE0ID#I8H9`Y$`~`peJ`uE z+egygKFe~SMSk-bLR7fiUYh%_Bgy-Jj!a(+>5OTt%e0)l(%0xU?9*2Zk(zOezr=R5K4rh%JX_2d1XuA5tSi~9)GZ1U}4Ws4{1+bK>5ckRCu z1tL1!29RW{>8M{U>G)H5T>ew^a$8T@FDVKx1EIo+MO=fm^K4CxJf&6M*4^Eaf7h%I5*(IIi=oSIBR#5cvmZG3LrvVN!s z^T-pw2?_i=PJ(Mi3BtGiQKa&E-pn3!uD*r*pzT_IQE=$6^1jyw2?tSBAFB4_mFm%c zCR1(ywdwxd9=N2atVSdLg#?-@LQ~JqfGeMlQFj5&l&m{u2-$bhy^bh=xw6%Ko4h{> zH5B>yNIG~%NSfrQ7#n(a`|bmHUQ)a22> z*DNf5U`1H1J2;@b(HDc9kA*ZAWuAZi#XHf;{j0wln{LDnPZXZ8oa6p?{l~Pxp7Ps> zJIwg^_{zH-0Swml#09$2IQz-A7#*QgbOXGbHe4~EF4KnsRJ`)4RV5bdytt3hjWatV zbapa?$=RNw<22(Ue_8%k3l}+nEC&(y?r1BoaNdl&NQ93EzuZw;h74^*t*7EYVo$eN zH=X)#v5QP`>EhwXV%yUeqa z+FNuU`MAAX)D)wgqJ`DYph{dlBNPh+OX7Z%^Xr-$v2ZGyy#QkE(h5@bbG4TbMF~H0 zhHLbpOto--wlf+-*HecxXNxm3Yuc;ZA{;Y9x)qB;`ioq8DX^G=lqja(V-?R`AIZ~q zmShvKAdJoDiobAJ*O!A-jbo*`n0?oO%#?#<#2_TKG?v6n0kupod6j9?omVwrf+Du5 zb_R=-IXv2Im}TTD=kn~v>& zn|aP;6{DcP5(A>3c^=G*jR;2;4|9H8ByGC}oRq@xesOMM?o4k+@nSU<(bIWu%a+?Q zQ_mawaW}@vvswV?CRy@jo_DKUgWq^~HbJ#oQ_eC>KK=bm9{b_9rsFP``M7IgoQ=ix zx8qco**3er1-6%^YbD+`p4kLA{^N&~rgajd!2fmGnU1Y*HN=SR!qiTVWXZ!RzPEmn zYd$S_%<)uuP1Z`kr6b+!49n3q|CN5gfCc~iU>@+nFwM=B71Ic8UHeFxAVj(_{oU<^ z>Ft-gB8jT*P!Wrc|@cao{BeW zSZ{FS`FkGc_0m0Fz!m|j^w0`CN=At#MF#b2f#%dVwmcv#83+0|_^H%QDR;g*GUsdH zhhT0|m74AAnW8J(0g>Z}#BMBW7!|A6EVtgyvCK{1#A&J2-D~?|9WB)h$p9RtCG{kq zRl_R4Nd51MNOF{P;^u@U-Pg$=3e%Na_uHb#Ueskt|7kzQ1<2kV=l={pp`NcLon1%C z$+p$YH2G$xj>rQ-(aWW>3TpJDl_Wp#oF)AiM%!>kZ{co9@$b!clGPe^{tR$;ni#6U zc#%8YDPqxq529iE#QTW9t%m)Pw>4{oB$3@_&!zj9u!o(}HzoIbwjYedE<5rD0^G?1 zT^&d7zG8aZmEstJEZxmahb-nRuQjm9v|8j}-D8wvp)81!gokV4e+;S#msE_Z-v<@U zsZI-q`hD}8SOz?88kLuVhS|Z49@DgQ>i9OFEVJ#TjVfXG+H*0ZnwReKU96UjNGpvE zl%RV!i&BIfOo+^UT1Uc)Se^GAPxtr8M(;nCN?SE$HM$cRDp&-zDY$Zg{kaRn7W9dC+DT3G#Iqjv|qQ6;1_=D88QZ zw}s!^pD0dLnq0zRmxO_mze)F?A7!-kxOki?C6dhBj4x&)Bv;7-QLGc@^CC=D;D4ZQ zhFOHM-M8*S3mNVYt^&LHwh6b)_w_ zs(#4souY+l#)SFWtTISCKl-cnlDmC%LDozugWYHa=kxlBIj_Ug(_VH01F zeRf%Ap_m?bq1_A{cPd)`n>F29tO%NKz)o5RYHJv$rG|Sy?E@N_g(*bh33=YGb=L1; z45C^!T>;>cp!bD<^XS!@+FqmN+%k4RJ&n*0Oz25bo=Q^WDFOjlJm^E;WFpoD=P6>Y z((x&$ga+4B+ky_!J*Aoth@a#Sx;-P2B^hznLWp+%alYu1S2C6WLg<*-Uu~gB+VmDJ z%6RW5M+ivb+X@)Q!Y=^qOyWu9zL_>E^=}+^;mlh$8tG0PC zFL0hWFKF(sn=9#fORMEXZtdQiJ9dvOp$oBgm5wy;d7*&o%5lnK`h?=SR37`SSLJD5 zFQV%FQ4hn29pdmt4>2bm_a7*Q#&Nc#xZdu4R)B6m4r`W&Q{FuP!&2E@5%NFK``y5x zZeARPDY?F?l!Y+uR{^oc9Wg@btxshVe;WwYy1WOoT_ z8#$2=cuF2QaJf#t% zg@yEtTBpD~{D|qy?;`{<6~IS{X4L=RuX-%T(;FN6{AZ7QNLOxZb`Lp9wcp7%>Vw&-gf4ndP=+1ds%$(Q>MNY!MVY% zFeTXbPcsRy5WuM2N0*WR2V!u!K}7q5lNblvucfuGw-Wyfj0WlX8!#?R0mp7-pH~xc z=c@v&k^E%wm&e=v??-d zeHTELzjEpWwqf>^ai7;v<^;{Yt--)Br3u&wUC)%KRxf8!pB7&X$<#XlqA1CD8B&Ko zc6UC?D_;SKP(V6KS@nZtK5EjV(&$l`+0oI>ggTr-K&j5^zS;0vdqe)sWV4CL7AIPE zs;YUv99djx9A|il$H*&$L(lR5|0v*9ey@zVFhETL9noLsn!FSHo%JUX=e!wbB`>4s zGqev<+v>Ugd_Dbgd{NSS!vS2`-RyTP^Mx|#sXv#O-F|;M_LQx`4W$=RGIeEMiY{Ti zhs>inG5dH8(X+oseApwV_n^p4Jg}dI!*FvZ)Ho(TBTGkC)8Q2A$5_4RT@^C^rt_a~ zrGcPRrPRs3w0R?4Tnu}#P!OGN%ywRq-bT6e_G=Qy+AFwAq)AyFUEeL$Kkl#WgqpQ} zDPbR_yL0Eeqv%7v@A{UrqI8AJ`sFINrZp7B?I_CoA4}IhI|UK#DHGsg`}{;DFuwSw zq>;ETr?s@pv?8!Hp21HpRgC3rn2Ai@+HlQ=rtexMA#PD799FP(+})$h@W<4$v<}DM@w}V?!fkp)8h9_n;&o zu|nrQ(0TFVD%NuFOCF*AoHWA_Z4p#32lwJdHbGLup2pIimUI3q0KxFJy|7O3kudqM zc1VIMa=Y~jTG&FAel=x0gS zx~9%12o1^fEdaA(jb|@J#lk3?Y({Y#nbxZ75?9@b-`McDO6XJ*=K<=sEpJPl#!VjahLur6`z6t#2$gG z&X@`F{@_!(dyS&b$MADt2cjX-FW;CzaMD33K?*d*D&1@kaCL&n3@yf}Nt2NLB~&dx zyC4w$o=WXL4jJZKiyFs%FGn-X6yPaLvQMbK6-#~uuw(oxTQ2ffb~!j|+iG99s8+U& zTBL)1F+#{=6bwnEICwa)U6*SL?&12KF*VNF1b1WeDM1bmkmlx5+~ytc^|E9sP7y7< z=;b+zHKvE>O7&vs%+nVC(2$YF7#?8;Gh+O&Z)=$^_IVgxj#6dgTWb>m@}Rz5j%J2+G)gB*-}ti%o;W*i!l|Z%-Ngcr4R*2a0MH zksQVS@~K4XR@c3;p8TBRt9~PUk%NknT0kB{4QTEWJCnzb`sZYHQMs~a5nHMNQU?I( z`>-@#+)OYMuG%0S6s2B&g5T(BfF;R~WXWEjhBVipUMM0|t1!(smh6I$r9KDqks!-s ziq*>;Uojl3opiV0AUnFJVS~wYxKlyv)_@bmZE0c$; zqv)OsjmU1CDC2>>#5(@j_wgvOy}m0d0gm}9hm`*)$h8v178|V8ilwFupHF@F%xXuL zFc0Khz(qS z*W%BUQgX09p1a2bsgQqUlqr`|Q5Xo^&l<>PaXXaal+WO&R{(MI3vAap@VmAnTjfE9 zGM!n|sa=~vHK6-NGQX{)#RIceDb6n39$&HIMEb7(Ku;l9obB4Xuu?H}_5suY)F34^ zofc1{;^JzAM^srd?b-VdRhE#T-@P=^)0{mcBTkx#bUK4L` zg#!(VEOw@86|gH53~2}IVEEE}dKsK{Mrj$PWzShb`)o>l)noDg^^0?QUJ-D#wyI{7_J=#R4>JxMzQS&JvU*ohYfa z(s~94S!Y{hR|*^}{AxJCmcR~3o$H+mxrh4cs`TLL<$KvqnHEudF{FaBG?J*7dxmNzRT!92CTED;u2LvGu(`1?=bZce?(KIUX?>Z$ zvZW`sUTztVy+lqpp;WuG)w48q@il4S+Ph2pSp|RcnQHqNf=x@-$qBLjVTRP5T|zx) z8$x~$^baWPMq?b`NZtxTl3NsGTQ#A6;&~0mFgONR?(wRV}z?De_m#QZO&eZ{WLiypD2yyZgiqt_bYOJQH0O$lbG~!%xj0eSv7Mniea(M zl&S*-#g!&=O5|jaxdXD1NCvcyf-a#M;ctq(d?YOP{3h38p{RB!K>HE49fHq4HozdZ z%LdSiAl#i)R_*o=h}v`d6-**f(wt!R>ND~M#yy|Kq(^Xo_RHnDe}`n~vn;0v4WO#- z@788KuxXiF+eLyB$oYZ_$0}7)Zy`~HI=89@^YI4<4Hu7h3ZU;HQ{_G4A1^IDz1;h; z5>e#j$J-p#RpPdn;VIu;1^$SCRcRkG83IM1@#uWD6*hd?xS+4~UknD%~4d3ADFoy3VO?V=VgH_i}uP{5kcL6acbX@UNRTPZQp~29e_> z#!Z1<_3e?WYw z$MzR8La+3FJ*8NKOb`;q8 zLC=a#ezi88Ux!PdOO}hD>G%EkV>DP8yBS^mxl)0S?Z0p7t`g!B|%4xsO}g zO!!U|a1c)(I(tFAcsCx?A1Nc=X!e}$<(R%f_znvb7qI+1=@eEKm9#fmiBxiQjuCi? zx0UAPM#E>#pgvR&3jl;%9**DHbh_SR~hNkiHi-AP}$IZn-S zqpt)+62->q!sI)~B2^+*_V4Wzta@O*FIn(W_wE_)2aGI>76c-mh;4ctexDSv8w25;48Pzb5$M4 zEQCzZ7vxk%lT(0&prngqUTB&@BFH|daj@}Kj0nb#DM>6vgqChQIx)d91)?N>CuEvDB{c10#wm2^Y3v{TL@9~ zkVb$bl@PArnFzL@5U&SJBnoHDT@m^KuZ`_51mRRIv1tDbKYxmTBjH8uuzCJD!jZiLZbW(ASOB09vJ2;kK=_!~F9HRTI{ogdP2yLW56?9!G z!Xciiib{n%`i*e7U9~$;(uEhBSgC#wX8sQTXgQ%Ng8`BozKPfTuaUtq|NB5B8Tn`( z6sO3gLdY(p)L>Qg<@}gp9P#ypugBEC6848}6TNwl?S=T7YaFcRlsJ;Mz^bIL(sHkw zCYrO-vM!iI5=?e`o1fU2oUF=%wPJW|+7tUMfBpbJXtw~2KmFT>P#hPx@kATas39xJ z0W2K>v3d)H+MTf!ZTBkfcH=Nx?nQoJP!JU)^AZASn+j71XK%IOe>+DSqUhT$gGFDuiWxQPuk=O-y%bPU3NqM(iHsxU~6^RpgCuM!mgkQ(!`(3h_Ie<0?!p z@6dERBHipqT);mnS_lSyXfPn)9g}8)mL&1IdTWmEXD_=%-chk_5u5VN!WRSH@6P)e zMBsa??jIcv%HZ8va9CGRY}{7~+&*)P8!~lyMN<|bo}XByw#zNg0%~A?AE$anXU`YK zhE?&iN=wqGD!>;np2CZk)eqB+>dg%*2{-Fur~wk0nRGC5Bp|*fho~NR>LU#@-cUf1 zRH$Ver;oPdASV|p61j&h9gTaYr$yhf)4RDo=AfsSqZ@k=IP)I}M0-D@18H_30wgD} zw!|4w!I8=rb+Wg!p^@8odo!!DN%Mp31LDTgt=l;_bzye9cNs?SO)H^SEbW}= z6gu7KyN{`5K5Q96o8O{7K2z`hXy|*+^%J*d_!@+L9Mb$X4yG`wh+-nGP2w3)0zoOJ z5Ayd)AtuQ>@ttch(l}%7ZIXO2(8^((>BRPdb&I{H8w%EJrk2enXVES+?*&6`ox$qw z5Sxr#!ga=J9*G7kl&8Z1ktFw|f`CYw*2HfoRQ79~m5lF7#zKaD##PC%=B<)RX6bkT2~ux2m5X)8eH`M{2Za^Un9!C*(H5uk7*{S>y2Q}n-h*vJ zI>jc384|HmrA9?g0Y5l&&Xj^M8JnWnAjCIib4*!Y7y&rI-R36*@!}FfjY!>2SSr+0 zOFJ7mM6*lxgUq<$hcKXu9zxM%iV4@m`<2N`njI62QCVUYcke0@eUlCaoqTk)9TUO4 zmInbTeIQS7JrmK8sX}^+G{mAdHpSptCPa+-b{y8V^#6PqNUN;~QqFh5G)x;sA9Y2@ z&n0l;ujSvn*bY9a4rFsd#0w#nC{}ynCk#*`%cKKPJ{fV1#cB+w zDIo}gk!RO!h69Au2nG$fay^Ad)m9R;J%hqQ7(tpxBPEHnS6UA1ZEyEkpx*EphB1O4 z>?(Jy#|lf!Hxp`G=U{cWIjstl54$liHxT-J{uOZ{HP?%EvB&?fIpMc}{d-?Dy4`eR zPzN}sp>u7%rNlmo~Z334;BnN4DYWO&ZPFd_8+x_FEaS8U1PI z>b-cSJ}dIz9rD>#yXyHIrCQV_vzv~`MdtE#_2#EO01a*54&2d)ZbwDx`VoTwH$+vb zy_UyT)oMmWMXPeqwg60vP*bFj_|q2(L?!dTsWMM>9v$G=q}-KYb?FAvf*UikGDP2) z8X507`>O%eDq2lOT|C!#E*KoEh&tS zJXBkbQmHob&cTwA@wg27EJCg`b|?)xl4^;zi;N{IRfb!w^Yk$0$Z z$awSGVD&&({RXk+J97<}-+fZ5ZWRmWlxk}1S2E}mUOA`ie#tT9w}())vY9%Kq?>4& z6}eW4Jh49uO)PcUldM%gBhom04}G%D_nG6DQbfBj@+VDu8L;L9b3A3sMXMHrYPYFo z_~3*RiAx>f6MXrjr|{>Cs=f>b#8y3aJ8~_fr-YaRp?4p-(P3()Oui@PxZCI_CRo!| zpek(b5VAPIEEV3zfm(!UCXLV(z*~_{-D#bb8-MkjhB`mCU3<5P5j?>(c7iL;hu|ne zy3z3i9HJDW(4^8Rm=A4%zY5jsoXeuZaoUVz2x?KsHt(2(HnS7-Y!A~|bn-PHqZ|d| zf?E+@94)a6WU5hF1bx97B|;d{hLG50>i9D4gb+AU@z<_UG}}2!IU!MW^)a0CrV--- zEi^|

u%3M2wvDX62U&ffnDmUUn?CWN8^f3;ao-VouTxOg0*J;aZKf(6+@go?`~RDn-z zG?Qzbl>{VBO%SY}29NbHzhhi3pyJeIgVdJxy8e|(|9}W+vh>^}Nt*fDh5ir7+%>ou ze|k~p|hv$&rl?!!LDy&5>&5eL`d_8^(B0fYE-WY zui2^|Pe*EQ`Lif_o^dmdG+1dy*^kcFacJVFWAg3n)*GS8~bhZ zZNVbD3Xg5fr8~OP4Y&3H=Dy}ItH>OR?vt^0rQgFZrH0N^;$~Q(OtW6ED{t_3{BupK zFVc)&1#n6*Gj2uNN$b5L+l&4(K8PYa@#u%wKFB8kqbF0+^PTPjp4Jvt;$DQWmT@%3 zD4j-9Po}2|!Os?@*eu_AUbGa~qBX?7WX*o1j-V`?@YG3d^y2M}SI}M;37VREn241e zABi(5#*CNxGBcx=B6l3?$}x){3u0&L*|V+@ES<6Vzl4W#K&bQVI} zX38Y?60m9@$0VXHkC*B>|5~K3*O4{bXgpgUFWj%MrVM(<4PbLkIS9onV?r6t#?T9_ z8uIy@cEC!7Z($-9y)`!7+h2J8V8N?-amvYHFW`;Bzv;a|#55AXnT7U2QWO5}6A9VN z30a8nX8SJmra9sen2AT#TTFhr_0csLtQn)NjZamE86xf_t8R827l)(^<4C<61nmPW zbYHnyPNUz}L_%6_wS5e%dc(mxE7Zq*(W)(U{1Y*R&}^ZW0x1Duocu=nHz1aDHZQbsej>x zsSlX+r$HHMWh65nVtWozP3)sCteoWpl{P1u zouC>58BdYQ$QKqe-7PqfsnP~NNYl5`krV@kT7eKs1E#2riCCaR2?Vb3pkTp61<;wI zu^KNHsa?(%1gnMk&(e>HG@t-$Rpme-69IJ~D28~d1K)bMg|dY*AQmlQiZ6i;s*Fkq zVd|*vRf1py#99zJvGDAv5)+YHDpVc~Fn=ue1WZbBS&1-JLS)~_Z+wwUusv10|mkjL2pSeAj zxi^#x9dgS})bH%ZArc46ABt|=u*+4S(DNS4Nqs3s>&`7`)73V^VuAAv?;TN}t42%sK@!5zL6TVQhFc`p)k04P`XSsF zp;Gu$dHu*hj%;muKL)&;ZQO8rFhsQEkQh%vjpdCCzgIU5vM#E_uSKz`k8Pv${Y0AM zHRXF!zdxy~G7J zgs!UGPu1p{wA zpbSh_>EjUW$&iI3(Ogfs;63;`_Rl3qw-@{=&^PRNFZU~JrNl|^-6Va`E=|KR82Oo0 zg558$4EH{03iw_FXRxNnNth!rS@5qRg+q1_p)H#oWP1o2!#dle(}OTg!xZiN^l5@J zNz#JVS=1-yTh7dhUqUE6c%kFrcM&1%@c&}b_JYb%8Ja{`wfSUv3m`$*dE zsnPbldJ!s1fyZb^jQgVa8tRii$v?o!r4t;4>10#UoA%<|LVS{ULyf3M=~HQ=>r#!* z8u3Myy(^|BzTo3UbM$k47|vFbq;Zv-N=Q+U_r>oR_pJh^REFQbo4F>-vp2u1P!C|v zOV*Pl1n@LG9%>*Bybv$oG9kIfhu&~K`}cvp*&Mz0XoBFr65-2Y`%yG;getgTtwbtS zFfu%oAtZI3^1oc?dsrc8hMkA%Kz2acYUZ z@WSy}*8CsGMF zg!F*;mJ^KhLnb2ha0nV}vGcUZ^_9B+puyZ`n9eU;v zTz*ic2dX3vs?MmDV{tJdnaK%gLf)+F5sAl%8@6o9vYdQGrM}d6@VV^4lk2|ECV-H z`s4`)A}Bn7!}cT(i3WurxR2l@9Td`;Akx1>$b2HFg7Cv6iHTUg$!bd>BdIj81cR`k znYasj@lK&?QF9?V{&4OqjESOne@I=rZ%8HdRQM)|$6kt2Ba%j9&Paf*60mSjzK8}m zx|80d5*tjUHAgL}ag{x>G%C`3NNa?m)ws?c6YK=7rssG{bY)5N-$sSm#=& zLTILE$D(cKU~vjHF2ISeaaM4lp294dD47tcaXlP796*3l&+-yj!~r{=GDwvME36~^ zg#i$|tbka;nSu^?@`jcb#8i)OSv&W*2(2;=$8);(NTOpNEvH7TM`peGp*H`6>pVu5eVo4n&+;BRwZpHWXN1rnL4Q4bBdL@>Y zH9F<8xwO9`-mUhI%^@>w?`x8W{AMbw2b{aEe7UkDd_etWOcFnyEO~x0t(7W>h>{ z_nxxiH8;4S+@y8JazYgN=&RX;R73U19Is_kQ5>`1z3=E$$%t+7-R?`PEEM}uJVFEi>D9IG88Z5b9dn5JwK&syA)dMo#3}nQT#S8{(aqhTJ~p1Ecxx(-?+n9 zXvglJs%RL?fHxQNrEcy(_a$GW)F&`nA#XOwW}>3uQ>=$gO6aNUhrWFv95J8Ws{?i! zjJmuJoDY_F9)8MMTdmU=y7J%mVY6%5f*wqbYqIIe%8M+o*gBj6-;(o4qz4RdbpUrS zK53nl^kIu%mM>n9gkRx1yKuJho@MSR02hsemmAqtFC zT)u|yPYoz#--s!Tg+W4>52Pm?xA;+{ zQ;=kiC$+|uf4Tf_sj_V48RYzJk+?BLHNGZCI?tJ>3Esm z3!BBAjPSp?ea~XR&5K!qwqZ_NGI}JF-IfWdEBb6?YnFGy8DkRESu&#Qeexct8sr+5 zZ+bL1O1}Vy2u?9Q=yExaA*^z*(Ci3$!<{$hrD6AEZ3o}cmGh<_2a2>M3iX+?=P?Hpix!+ zPfH_UXD3cQ%w}!fyQ@Ft&Q~Ggvi!2bPQE!^>o?%P*s*tKbBT3DQZ|hC&DgkSRH;!i zjcJo7{~ncVu0eRVKIMa0w&ViM^2hQU4Gb8@9VH-B?i3!^Lt-paDITZT%k9qoR_I$9$ zeS;W%a>do`|D0WiJrN?W4&CSvy_F_EeG%!@U<@5{^Wmj@zBQDU8{zHkj(X62$>LiB zB1B=9oA<-HtG_Ii|98Je z=p1_TiLB1S?OOw6|8KVzcJDu_yYB%{e`_Iu!T)zab}w@i{oRI{Ix5nCaZJToe_8S_ z)c@O`X{x@l6anId%}ZWJc0n%I1~GcIWgX@)EIN_OgVB9haA(sZeu*`{gAT4tzqZqihH*M z^Zzw@&6?gTL%Cnt`9po%hJP*YHlgT$-pHfwr~~-3OY&Z~qO$!bY^xNn>?`~HUu5&W A@c;k- literal 0 HcmV?d00001 diff --git a/logs/名片01.log b/logs/名片01.log new file mode 100644 index 0000000..0a31ad2 --- /dev/null +++ b/logs/名片01.log @@ -0,0 +1,85 @@ +PS D:\Dev\ocr-VL1.6> uv run python .\main.py +信息: 用提供的模式无法找到文件。 +D:\Dev\ocr-VL1.6\.venv\Lib\site-packages\paddle\utils\cpp_extension\extension_utils.py:718: UserWarning: No ccache found. Please be aware that recompiling all source files may be required. You can download and install ccache from: https://github.com/ccache/ccache/blob/master/doc/INSTALL.md + warnings.warn(warning_message) +[Threads] oneDNN compiled, using 20 threads (CPU cores: 20) +============================================================ +初始化模型... +Creating model: ('PP-DocLayoutV3', None, None) +Model files already exist. Using cached files. To redownload, please delete the directory manually: `C:\Users\kuuhaku_0\.paddlex\official_models\PP-DocLayoutV3`. +Creating model: ('PaddleOCR-VL-1.6-0.9B', None, None) +Model files already exist. Using cached files. To redownload, please delete the directory manually: `C:\Users\kuuhaku_0\.paddlex\official_models\PaddleOCR-VL-1.6`. +Bucketed engine_config has no entry for resolved engine 'paddle_dynamic'; using an empty config for that engine. +Loading configuration file C:\Users\kuuhaku_0\.paddlex\official_models\PaddleOCR-VL-1.6\config.json +Loading weights file C:\Users\kuuhaku_0\.paddlex\official_models\PaddleOCR-VL-1.6\model.safetensors +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +D:\Dev\ocr-VL1.6\.venv\Lib\site-packages\paddle\utils\decorator_utils.py:420: Warning: +Non compatible API. Please refer to https://www.paddlepaddle.org.cn/documentation/docs/en/develop/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.split.html first. + warnings.warn( +Loaded weights file from disk, setting weights to model. +All model checkpoint weights were used when initializing PaddleOCRVLForConditionalGeneration. + +All the weights of PaddleOCRVLForConditionalGeneration were initialized from the model checkpoint at C:\Users\kuuhaku_0\.paddlex\official_models\PaddleOCR-VL-1.6. +If your task is similar to the task the model of the checkpoint was trained on, you can already use PaddleOCRVLForConditionalGeneration for predictions without further training. +Loading configuration file C:\Users\kuuhaku_0\.paddlex\official_models\PaddleOCR-VL-1.6\generation_config.json +[OK] 模型初始化耗时: 40.03s +============================================================ + +开始 OCR 识别: images/名片01.jpg +预热 0 轮 + 正式测试 1 轮 + + 推理 1/1... D:\Dev\ocr-VL1.6\.venv\Lib\site-packages\paddle\tensor\creation.py:1088: UserWarning: To copy construct from a tensor, it is recommended to use sourceTensor.clone().detach(), rather than paddle.to_tensor(sourceTensor). + return tensor( +D:\Dev\ocr-VL1.6\.venv\Lib\site-packages\paddle\utils\decorator_utils.py:420: Warning: +Non compatible API. Please refer to https://www.paddlepaddle.org.cn/documentation/docs/en/develop/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.max.html first. + warnings.warn( +81.30s + +============================================================ +[Benchmark] + 图片尺寸: 591 x 360 + 检测文本块: 7 个 + 识别文本块: 6 个 + 推理次数: 1 + 最快: 81.30s + 最慢: 81.30s + 平均: 81.30s +============================================================ + +[识别结果] + + [text] ([397, 17, 549, 38]) + 材质:250g黄彩石纹 + + [header_image] ([39, 65, 184, 106]) + + + [image] ([433, 100, 529, 152]) + + + [paragraph_title] ([30, 188, 306, 244]) + 太原承方科技有限公司 +山西承方印刷物资有限公司 + + [text] ([30, 282, 302, 306]) + 地址:太原市南十方街东中环口西南角 + + [text] ([32, 302, 471, 332]) + Q Q: 800806277 手机: 13703585513 网址: www.cfprint.cn \ No newline at end of file diff --git a/logs/名片02.log b/logs/名片02.log new file mode 100644 index 0000000..e20b018 --- /dev/null +++ b/logs/名片02.log @@ -0,0 +1,85 @@ +PS D:\Dev\ocr-VL1.6> uv run python .\main.py +信息: 用提供的模式无法找到文件。 +D:\Dev\ocr-VL1.6\.venv\Lib\site-packages\paddle\utils\cpp_extension\extension_utils.py:718: UserWarning: No ccache found. Please be aware that recompiling all source files may be required. You can download and install ccache from: https://github.com/ccache/ccache/blob/master/doc/INSTALL.md + warnings.warn(warning_message) +[Threads] oneDNN compiled, using 20 threads (CPU cores: 20) +============================================================ +初始化模型... +Creating model: ('PP-DocLayoutV3', None, None) +Model files already exist. Using cached files. To redownload, please delete the directory manually: `C:\Users\kuuhaku_0\.paddlex\official_models\PP-DocLayoutV3`. +Creating model: ('PaddleOCR-VL-1.6-0.9B', None, None) +Model files already exist. Using cached files. To redownload, please delete the directory manually: `C:\Users\kuuhaku_0\.paddlex\official_models\PaddleOCR-VL-1.6`. +Bucketed engine_config has no entry for resolved engine 'paddle_dynamic'; using an empty config for that engine. +Loading configuration file C:\Users\kuuhaku_0\.paddlex\official_models\PaddleOCR-VL-1.6\config.json +Loading weights file C:\Users\kuuhaku_0\.paddlex\official_models\PaddleOCR-VL-1.6\model.safetensors +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +D:\Dev\ocr-VL1.6\.venv\Lib\site-packages\paddle\utils\decorator_utils.py:420: Warning: +Non compatible API. Please refer to https://www.paddlepaddle.org.cn/documentation/docs/en/develop/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.split.html first. + warnings.warn( +Loaded weights file from disk, setting weights to model. +All model checkpoint weights were used when initializing PaddleOCRVLForConditionalGeneration. + +All the weights of PaddleOCRVLForConditionalGeneration were initialized from the model checkpoint at C:\Users\kuuhaku_0\.paddlex\official_models\PaddleOCR-VL-1.6. +If your task is similar to the task the model of the checkpoint was trained on, you can already use PaddleOCRVLForConditionalGeneration for predictions without further training. +Loading configuration file C:\Users\kuuhaku_0\.paddlex\official_models\PaddleOCR-VL-1.6\generation_config.json +[OK] 模型初始化耗时: 51.99s +============================================================ + +开始 OCR 识别: images/名片02.jpg +预热 0 轮 + 正式测试 1 轮 + + 推理 1/1... D:\Dev\ocr-VL1.6\.venv\Lib\site-packages\paddle\tensor\creation.py:1088: UserWarning: To copy construct from a tensor, it is recommended to use sourceTensor.clone().detach(), rather than paddle.to_tensor(sourceTensor). + return tensor( +D:\Dev\ocr-VL1.6\.venv\Lib\site-packages\paddle\utils\decorator_utils.py:420: Warning: +Non compatible API. Please refer to https://www.paddlepaddle.org.cn/documentation/docs/en/develop/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.max.html first. + warnings.warn( +111.56s + +============================================================ +[Benchmark] + 图片尺寸: 1440 x 864 + 检测文本块: 6 个 + 识别文本块: 6 个 + 推理次数: 1 + 最快: 111.56s + 最慢: 111.56s + 平均: 111.56s +============================================================ + +[识别结果] + + [paragraph_title] ([87, 59, 333, 130]) + 白滑影 + + [paragraph_title] ([713, 176, 1006, 300]) + 姜美丽 +13388866888 + + [paragraph_title] ([312, 423, 655, 720]) + 夏佳人 + + [paragraph_title] ([710, 494, 1346, 563]) + 女子时尚瘦身健美馆 + + [text] ([713, 572, 1342, 615]) + 地址:上海市湘江大街88号滨江大厦 + + [text] ([714, 619, 1208, 660]) + 电话:83566666 83588888 \ No newline at end of file diff --git a/运行返回内容.log b/logs/手写01.log similarity index 100% rename from 运行返回内容.log rename to logs/手写01.log diff --git a/logs/批量识别.log b/logs/批量识别.log new file mode 100644 index 0000000..68d7949 --- /dev/null +++ b/logs/批量识别.log @@ -0,0 +1,121 @@ +PS D:\Dev\ocr-VL1.6> uv run python batch_ocr.py images/ +============================================================ + 图片数量: 3 + 并行进程: 2 + 每进程线程: 9 + CPU 占用: 18 / 20 核 (保留 2 给 OS) + 错峰窗口: 15.0s + 预估内存: ~6GB (可用: 17GB) +============================================================ +信息: 用提供的模式无法找到文件。 +D:\Dev\ocr-VL1.6\.venv\Lib\site-packages\paddle\utils\cpp_extension\extension_utils.py:718: UserWarning: No ccache found. Please be aware that recompiling all source files may be required. You can download and install ccache from: https://github.com/ccache/ccache/blob/master/doc/INSTALL.md + warnings.warn(warning_message) +Creating model: ('PP-DocLayoutV3', None, None) +Model files already exist. Using cached files. To redownload, please delete the directory manually: `C:\Users\kuuhaku_0\.paddlex\official_models\PP-DocLayoutV3`. +信息: 用提供的模式无法找到文件。 +D:\Dev\ocr-VL1.6\.venv\Lib\site-packages\paddle\utils\cpp_extension\extension_utils.py:718: UserWarning: No ccache found. Please be aware that recompiling all source files may be required. You can download and install ccache from: https://github.com/ccache/ccache/blob/master/doc/INSTALL.md + warnings.warn(warning_message) +Creating model: ('PaddleOCR-VL-1.6-0.9B', None, None) +Model files already exist. Using cached files. To redownload, please delete the directory manually: `C:\Users\kuuhaku_0\.paddlex\official_models\PaddleOCR-VL-1.6`. +Bucketed engine_config has no entry for resolved engine 'paddle_dynamic'; using an empty config for that engine. +Loading configuration file C:\Users\kuuhaku_0\.paddlex\official_models\PaddleOCR-VL-1.6\config.json +Loading weights file C:\Users\kuuhaku_0\.paddlex\official_models\PaddleOCR-VL-1.6\model.safetensors +Creating model: ('PP-DocLayoutV3', None, None) +Model files already exist. Using cached files. To redownload, please delete the directory manually: `C:\Users\kuuhaku_0\.paddlex\official_models\PP-DocLayoutV3`. +Creating model: ('PaddleOCR-VL-1.6-0.9B', None, None) +Model files already exist. Using cached files. To redownload, please delete the directory manually: `C:\Users\kuuhaku_0\.paddlex\official_models\PaddleOCR-VL-1.6`. +Bucketed engine_config has no entry for resolved engine 'paddle_dynamic'; using an empty config for that engine. +Loading configuration file C:\Users\kuuhaku_0\.paddlex\official_models\PaddleOCR-VL-1.6\config.json +Loading weights file C:\Users\kuuhaku_0\.paddlex\official_models\PaddleOCR-VL-1.6\model.safetensors +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +use GQA - num_heads: 16- num_key_value_heads: 2 +D:\Dev\ocr-VL1.6\.venv\Lib\site-packages\paddle\utils\decorator_utils.py:420: Warning: +Non compatible API. Please refer to https://www.paddlepaddle.org.cn/documentation/docs/en/develop/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.split.html first. + warnings.warn( +Loaded weights file from disk, setting weights to model. +D:\Dev\ocr-VL1.6\.venv\Lib\site-packages\paddle\utils\decorator_utils.py:420: Warning: +Non compatible API. Please refer to https://www.paddlepaddle.org.cn/documentation/docs/en/develop/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.split.html first. + warnings.warn( +Loaded weights file from disk, setting weights to model. +All model checkpoint weights were used when initializing PaddleOCRVLForConditionalGeneration. + +All the weights of PaddleOCRVLForConditionalGeneration were initialized from the model checkpoint at C:\Users\kuuhaku_0\.paddlex\official_models\PaddleOCR-VL-1.6. +If your task is similar to the task the model of the checkpoint was trained on, you can already use PaddleOCRVLForConditionalGeneration for predictions without further training. +Loading configuration file C:\Users\kuuhaku_0\.paddlex\official_models\PaddleOCR-VL-1.6\generation_config.json +All model checkpoint weights were used when initializing PaddleOCRVLForConditionalGeneration. + +All the weights of PaddleOCRVLForConditionalGeneration were initialized from the model checkpoint at C:\Users\kuuhaku_0\.paddlex\official_models\PaddleOCR-VL-1.6. +If your task is similar to the task the model of the checkpoint was trained on, you can already use PaddleOCRVLForConditionalGeneration for predictions without further training. +Loading configuration file C:\Users\kuuhaku_0\.paddlex\official_models\PaddleOCR-VL-1.6\generation_config.json +D:\Dev\ocr-VL1.6\.venv\Lib\site-packages\paddle\tensor\creation.py:1088: UserWarning: To copy construct from a tensor, it is recommended to use sourceTensor.clone().detach(), rather than paddle.to_tensor(sourceTensor). + return tensor( +D:\Dev\ocr-VL1.6\.venv\Lib\site-packages\paddle\utils\decorator_utils.py:420: Warning: +Non compatible API. Please refer to https://www.paddlepaddle.org.cn/documentation/docs/en/develop/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.max.html first. + warnings.warn( +D:\Dev\ocr-VL1.6\.venv\Lib\site-packages\paddle\tensor\creation.py:1088: UserWarning: To copy construct from a tensor, it is recommended to use sourceTensor.clone().detach(), rather than paddle.to_tensor(sourceTensor). + return tensor( +D:\Dev\ocr-VL1.6\.venv\Lib\site-packages\paddle\utils\decorator_utils.py:420: Warning: +Non compatible API. Please refer to https://www.paddlepaddle.org.cn/documentation/docs/en/develop/guides/model_convert/convert_from_pytorch/api_difference/torch/torch.max.html first. + warnings.warn( + +============================================================ + +[文件] images\名片01.jpg (65.1s) + [text] 材质:250g黄彩石纹 + [paragraph_title] 太原承方科技有限公司\n山西承方印刷物资有限公司 + [text] 地址:太原市南十方街东中环口西南角 + [text] Q Q: 800806277 手机: 13703585513 网址: www.cfprint.cn + +[文件] images\名片02.jpg (83.2s) + [paragraph_title] 白滑影 + [paragraph_title] 姜美丽\n13388866888 + [paragraph_title] 夏佳人 + [paragraph_title] 女子时尚瘦身健美馆 + [text] 地址:上海市湘江大街88号滨江大厦 + [text] 电话:83566666 83588888 + +[文件] images\手写01.png (156.6s) + [text] 最优质的草场。但是这两年由于旱獭和草原黄鼠的逐年\n保护,人们的行为需要矫正。\n部分。末日的时刻。\n佛巴林卡塔尔等海 + [text] 很多消费者没有认识到医学验光的重要性,导致诸多后果。\n特许商品的销售便逐渐升温。文化软实力作出重要贡献。 + +============================================================ + 总图片: 3 + 总耗时: 275.6s (4.6min) + 平均每图: 91.9s + 串行预计: 304.9s + 加速比: 1.11x +============================================================ \ No newline at end of file diff --git a/main.py b/main.py index f56fb0e..eaf21ca 100644 --- a/main.py +++ b/main.py @@ -3,7 +3,7 @@ import os from paddle import core from paddleocr import PaddleOCRVL -IMAGE_PATH = "images/手写01.png" +IMAGE_PATH = "images/名片02.jpg" WARMUP_ROUNDS = 0 BENCHMARK_ROUNDS = 1