From c09ccd46bbbb88f8ff443fb2a195a782a29d95a0 Mon Sep 17 00:00:00 2001 From: sherstpasha Date: Wed, 15 May 2024 13:16:22 +0700 Subject: [PATCH 1/8] . --- .gitignore | 3 + Dockerfile | 31 ++ README.md | 328 ++---------------- ...t.tfevents.1715743751.SiberianaDev.40700.0 | Bin 0 -> 983884 bytes runs/train/exp5/hyp.yaml | 29 ++ runs/train/exp5/labels.jpg | Bin 0 -> 118290 bytes runs/train/exp5/labels_correlogram.jpg | Bin 0 -> 195263 bytes runs/train/exp5/opt.yaml | 73 ++++ train_notebook.ipynb | 77 ++++ 9 files changed, 241 insertions(+), 300 deletions(-) create mode 100644 .gitignore create mode 100644 Dockerfile create mode 100644 runs/train/exp5/events.out.tfevents.1715743751.SiberianaDev.40700.0 create mode 100644 runs/train/exp5/hyp.yaml create mode 100644 runs/train/exp5/labels.jpg create mode 100644 runs/train/exp5/labels_correlogram.jpg create mode 100644 runs/train/exp5/opt.yaml create mode 100644 train_notebook.ipynb diff --git a/.gitignore b/.gitignore new file mode 100644 index 000000000..32b24f8d9 --- /dev/null +++ b/.gitignore @@ -0,0 +1,3 @@ +env/ +*.pyc +__pycache__/ \ No newline at end of file diff --git a/Dockerfile b/Dockerfile new file mode 100644 index 000000000..cb4d4dfae --- /dev/null +++ b/Dockerfile @@ -0,0 +1,31 @@ +# Выбор базового образа с предустановленным Python +FROM python:3.9-slim + +# Установка неинтерактивного режима для APT (автоматический выбор ответов по умолчанию) +ENV DEBIAN_FRONTEND=noninteractive + +# Настройка временной зоны (пример для часовой зоны Москва) +ENV TZ=Europe/Moscow +RUN ln -snf /usr/share/zoneinfo/$TZ /etc/localtime && echo $TZ > /etc/timezone + +# Обновление списка пакетов и установка необходимых системных зависимостей +RUN apt-get update && apt-get install -y \ + git \ + python3-opencv \ + # Удаление списков пакетов после установки для уменьшения размера образа + && rm -rf /var/lib/apt/lists/* + +# Копирование файла требований зависимостей Python в контейнер +COPY requirements.txt /workspace/requirements.txt + +# Установка зависимостей Python из файла требований +RUN pip install --no-cache-dir -r /workspace/requirements.txt + +# Копирование оставшегося исходного кода проекта в контейнер +COPY . /workspace + +# Установка рабочей директории +WORKDIR /workspace + +# Команда по умолчанию, запускающая оболочку bash +CMD ["bash"] diff --git a/README.md b/README.md index 5a36c5f36..3b83582f6 100644 --- a/README.md +++ b/README.md @@ -1,323 +1,51 @@ -# YOLOv9 +## Использование -Implementation of paper - [YOLOv9: Learning What You Want to Learn Using Programmable Gradient Information](https://arxiv.org/abs/2402.13616) +1. Сначала установите Docker и драйверы NVIDIA GPU на вашем компьютере. +Для этого проекта используется контейнер с версией CUDA 12.4.1. -[![arxiv.org](http://img.shields.io/badge/cs.CV-arXiv%3A2402.13616-B31B1B.svg)](https://arxiv.org/abs/2402.13616) -[![Hugging Face Spaces](https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Spaces-blue)](https://huggingface.co/spaces/kadirnar/Yolov9) -[![Hugging Face Spaces](https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Spaces-blue)](https://huggingface.co/merve/yolov9) -[![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/train-yolov9-object-detection-on-custom-dataset.ipynb) -[![OpenCV](https://img.shields.io/badge/OpenCV-BlogPost-black?logo=opencv&labelColor=blue&color=black)](https://learnopencv.com/yolov9-advancing-the-yolo-legacy/) - -
- - - -
- - -## Performance - -MS COCO - -| Model | Test Size | APval | AP50val | AP75val | Param. | FLOPs | -| :-- | :-: | :-: | :-: | :-: | :-: | :-: | -| [**YOLOv9-T**]() | 640 | **38.3%** | **53.1%** | **41.3%** | **2.0M** | **7.7G** | -| [**YOLOv9-S**]() | 640 | **46.8%** | **63.4%** | **50.7%** | **7.1M** | **26.4G** | -| [**YOLOv9-M**]() | 640 | **51.4%** | **68.1%** | **56.1%** | **20.0M** | **76.3G** | -| [**YOLOv9-C**](https://github.com/WongKinYiu/yolov9/releases/download/v0.1/yolov9-c-converted.pt) | 640 | **53.0%** | **70.2%** | **57.8%** | **25.3M** | **102.1G** | -| [**YOLOv9-E**](https://github.com/WongKinYiu/yolov9/releases/download/v0.1/yolov9-e-converted.pt) | 640 | **55.6%** | **72.8%** | **60.6%** | **57.3M** | **189.0G** | - - - - -## Useful Links - -
Expand - -Custom training: https://github.com/WongKinYiu/yolov9/issues/30#issuecomment-1960955297 - -ONNX export: https://github.com/WongKinYiu/yolov9/issues/2#issuecomment-1960519506 https://github.com/WongKinYiu/yolov9/issues/40#issue-2150697688 https://github.com/WongKinYiu/yolov9/issues/130#issue-2162045461 - -TensorRT inference: https://github.com/WongKinYiu/yolov9/issues/143#issuecomment-1975049660 https://github.com/WongKinYiu/yolov9/issues/34#issue-2150393690 https://github.com/WongKinYiu/yolov9/issues/79#issue-2153547004 https://github.com/WongKinYiu/yolov9/issues/143#issue-2164002309 - -QAT TensirRT: https://github.com/WongKinYiu/yolov9/issues/253#issue-2189520073 - -OpenVINO: https://github.com/WongKinYiu/yolov9/issues/164#issue-2168540003 - -C# ONNX inference: https://github.com/WongKinYiu/yolov9/issues/95#issue-2155974619 - -C# OpenVINO inference: https://github.com/WongKinYiu/yolov9/issues/95#issuecomment-1968131244 - -OpenCV: https://github.com/WongKinYiu/yolov9/issues/113#issuecomment-1971327672 - -Hugging Face demo: https://github.com/WongKinYiu/yolov9/issues/45#issuecomment-1961496943 - -CoLab demo: https://github.com/WongKinYiu/yolov9/pull/18 - -ONNXSlim export: https://github.com/WongKinYiu/yolov9/pull/37 - -YOLOv9 ROS: https://github.com/WongKinYiu/yolov9/issues/144#issue-2164210644 - -YOLOv9 ROS TensorRT: https://github.com/WongKinYiu/yolov9/issues/145#issue-2164218595 - -YOLOv9 Julia: https://github.com/WongKinYiu/yolov9/issues/141#issuecomment-1973710107 - -YOLOv9 MLX: https://github.com/WongKinYiu/yolov9/issues/258#issue-2190586540 - -YOLOv9 ByteTrack: https://github.com/WongKinYiu/yolov9/issues/78#issue-2153512879 - -YOLOv9 DeepSORT: https://github.com/WongKinYiu/yolov9/issues/98#issue-2156172319 - -YOLOv9 counting: https://github.com/WongKinYiu/yolov9/issues/84#issue-2153904804 - -YOLOv9 face detection: https://github.com/WongKinYiu/yolov9/issues/121#issue-2160218766 - -YOLOv9 segmentation onnxruntime: https://github.com/WongKinYiu/yolov9/issues/151#issue-2165667350 - -Comet logging: https://github.com/WongKinYiu/yolov9/pull/110 - -MLflow logging: https://github.com/WongKinYiu/yolov9/pull/87 - -AnyLabeling tool: https://github.com/WongKinYiu/yolov9/issues/48#issue-2152139662 - -AX650N deploy: https://github.com/WongKinYiu/yolov9/issues/96#issue-2156115760 - -Conda environment: https://github.com/WongKinYiu/yolov9/pull/93 - -AutoDL docker environment: https://github.com/WongKinYiu/yolov9/issues/112#issue-2158203480 - -
- - -## Installation - -Docker environment (recommended) -
Expand - -``` shell -# create the docker container, you can change the share memory size if you have more. -nvidia-docker run --name yolov9 -it -v your_coco_path/:/coco/ -v your_code_path/:/yolov9 --shm-size=64g nvcr.io/nvidia/pytorch:21.11-py3 - -# apt install required packages -apt update -apt install -y zip htop screen libgl1-mesa-glx - -# pip install required packages -pip install seaborn thop - -# go to code folder -cd /yolov9 -``` - -
- - -## Evaluation - -[`yolov9-c-converted.pt`](https://github.com/WongKinYiu/yolov9/releases/download/v0.1/yolov9-c-converted.pt) [`yolov9-e-converted.pt`](https://github.com/WongKinYiu/yolov9/releases/download/v0.1/yolov9-e-converted.pt) [`yolov9-c.pt`](https://github.com/WongKinYiu/yolov9/releases/download/v0.1/yolov9-c.pt) [`yolov9-e.pt`](https://github.com/WongKinYiu/yolov9/releases/download/v0.1/yolov9-e.pt) [`gelan-c.pt`](https://github.com/WongKinYiu/yolov9/releases/download/v0.1/gelan-c.pt) [`gelan-e.pt`](https://github.com/WongKinYiu/yolov9/releases/download/v0.1/gelan-e.pt) - -``` shell -# evaluate converted yolov9 models -python val.py --data data/coco.yaml --img 640 --batch 32 --conf 0.001 --iou 0.7 --device 0 --weights './yolov9-c-converted.pt' --save-json --name yolov9_c_c_640_val - -# evaluate yolov9 models -# python val_dual.py --data data/coco.yaml --img 640 --batch 32 --conf 0.001 --iou 0.7 --device 0 --weights './yolov9-c.pt' --save-json --name yolov9_c_640_val - -# evaluate gelan models -# python val.py --data data/coco.yaml --img 640 --batch 32 --conf 0.001 --iou 0.7 --device 0 --weights './gelan-c.pt' --save-json --name gelan_c_640_val -``` - -You will get the results: +2. Склонируйте репозиторий: +```bash +git clone https://github.com/sherstpasha/yolov9 ``` - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.530 - Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.702 - Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.578 - Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.362 - Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.585 - Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.693 - Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.392 - Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.652 - Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.702 - Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.541 - Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.760 - Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.844 -``` - -## Training +3. Соберите Docker контейнер: -Data preparation - -``` shell -bash scripts/get_coco.sh +```bash +docker build -t yolo9 . ``` -* Download MS COCO dataset images ([train](http://images.cocodataset.org/zips/train2017.zip), [val](http://images.cocodataset.org/zips/val2017.zip), [test](http://images.cocodataset.org/zips/test2017.zip)) and [labels](https://github.com/WongKinYiu/yolov7/releases/download/v0.1/coco2017labels-segments.zip). If you have previously used a different version of YOLO, we strongly recommend that you delete `train2017.cache` and `val2017.cache` files, and redownload [labels](https://github.com/WongKinYiu/yolov7/releases/download/v0.1/coco2017labels-segments.zip) - -Single GPU training - -``` shell -# train yolov9 models -python train_dual.py --workers 8 --device 0 --batch 16 --data data/coco.yaml --img 640 --cfg models/detect/yolov9-c.yaml --weights '' --name yolov9-c --hyp hyp.scratch-high.yaml --min-items 0 --epochs 500 --close-mosaic 15 +4. Запустите контейнер с графическим процессором (при необходимости монтируйте папку с данными): -# train gelan models -# python train.py --workers 8 --device 0 --batch 32 --data data/coco.yaml --img 640 --cfg models/detect/gelan-c.yaml --weights '' --name gelan-c --hyp hyp.scratch-high.yaml --min-items 0 --epochs 500 --close-mosaic 15 +```bash +docker run --gpus all -it -v /путь/к/вашей/папке:/workspace/mounted_folder yolo9 ``` -Multiple GPU training - -``` shell -# train yolov9 models -python -m torch.distributed.launch --nproc_per_node 8 --master_port 9527 train_dual.py --workers 8 --device 0,1,2,3,4,5,6,7 --sync-bn --batch 128 --data data/coco.yaml --img 640 --cfg models/detect/yolov9-c.yaml --weights '' --name yolov9-c --hyp hyp.scratch-high.yaml --min-items 0 --epochs 500 --close-mosaic 15 - -# train gelan models -# python -m torch.distributed.launch --nproc_per_node 4 --master_port 9527 train.py --workers 8 --device 0,1,2,3 --sync-bn --batch 128 --data data/coco.yaml --img 640 --cfg models/detect/gelan-c.yaml --weights '' --name gelan-c --hyp hyp.scratch-high.yaml --min-items 0 --epochs 500 --close-mosaic 15 +Например: + ```bash +docker run --gpus all -it -v C:/Users/user/Desktop/data_and_weight:/workspace/mounted_folder yolo9 ``` -## Re-parameterization - -See [reparameterization.ipynb](https://github.com/WongKinYiu/yolov9/blob/main/tools/reparameterization.ipynb). - - -## Inference - -
- - - -
- -``` shell -# inference converted yolov9 models -python detect.py --source './data/images/horses.jpg' --img 640 --device 0 --weights './yolov9-c-converted.pt' --name yolov9_c_c_640_detect - -# inference yolov9 models -# python detect_dual.py --source './data/images/horses.jpg' --img 640 --device 0 --weights './yolov9-c.pt' --name yolov9_c_640_detect - -# inference gelan models -# python detect.py --source './data/images/horses.jpg' --img 640 --device 0 --weights './gelan-c.pt' --name gelan_c_c_640_detect -``` - - -## Citation +5. Теперь, когда вы находитесь в контейнере, вы можете запустить `train.py` с помощью следующей команды, чтобы начать обучение модели: -``` -@article{wang2024yolov9, - title={{YOLOv9}: Learning What You Want to Learn Using Programmable Gradient Information}, - author={Wang, Chien-Yao and Liao, Hong-Yuan Mark}, - booktitle={arXiv preprint arXiv:2402.13616}, - year={2024} -} +```bash +python train.py --batch 16 --epochs 300 --img 640 --device 0 --min-items 0 --data path/to/data.yaml --weights path/to/weights.pt --cfg models/detect/gelan-c.yaml --hyp hyp.scratch-high.yaml ``` +Например: +```bash +python train.py --batch 32 --epochs 5 --img 640 --device 0 --min-items 0 --data mounted_folder/data/data.yaml --weights mounted_folder/gelan-c.pt --cfg models/detect/gelan-c.yaml --hyp hyp.scratch-high.yaml --workers 0 ``` -@article{chang2023yolor, - title={{YOLOR}-Based Multi-Task Learning}, - author={Chang, Hung-Shuo and Wang, Chien-Yao and Wang, Richard Robert and Chou, Gene and Liao, Hong-Yuan Mark}, - journal={arXiv preprint arXiv:2309.16921}, - year={2023} -} -``` - - -## Teaser - -Parts of code of [YOLOR-Based Multi-Task Learning](https://arxiv.org/abs/2309.16921) are released in the repository. - -
- - - -
-#### Object Detection +6. После окончания обучения в докере результат обучения сохраняется в папке "runs/train/exp". Чтобы перенести ее на вашу систему, выполните следующую команду (не в докере, а в терминале вашей системы) `docker cp`, указав путь к папке в контейнере и путь на вашей системе, куда вы хотите скопировать файл. -[`gelan-c-det.pt`](https://github.com/WongKinYiu/yolov9/releases/download/v0.1/gelan-c-det.pt) - -`object detection` - -``` shell -# coco/labels/{split}/*.txt -# bbox or polygon (1 instance 1 line) -python train.py --workers 8 --device 0 --batch 32 --data data/coco.yaml --img 640 --cfg models/detect/gelan-c.yaml --weights '' --name gelan-c-det --hyp hyp.scratch-high.yaml --min-items 0 --epochs 300 --close-mosaic 10 -``` - -| Model | Test Size | Param. | FLOPs | APbox | -| :-- | :-: | :-: | :-: | :-: | -| [**GELAN-C-DET**](https://github.com/WongKinYiu/yolov9/releases/download/v0.1/gelan-c-det.pt) | 640 | 25.3M | 102.1G |**52.3%** | -| [**YOLOv9-C-DET**]() | 640 | 25.3M | 102.1G | **53.0%** | - -#### Instance Segmentation - -[`gelan-c-seg.pt`](https://github.com/WongKinYiu/yolov9/releases/download/v0.1/gelan-c-seg.pt) - -`object detection` `instance segmentation` - -``` shell -# coco/labels/{split}/*.txt -# polygon (1 instance 1 line) -python segment/train.py --workers 8 --device 0 --batch 32 --data coco.yaml --img 640 --cfg models/segment/gelan-c-seg.yaml --weights '' --name gelan-c-seg --hyp hyp.scratch-high.yaml --no-overlap --epochs 300 --close-mosaic 10 -``` - -| Model | Test Size | Param. | FLOPs | APbox | APmask | -| :-- | :-: | :-: | :-: | :-: | :-: | -| [**GELAN-C-SEG**](https://github.com/WongKinYiu/yolov9/releases/download/v0.1/gelan-c-seg.pt) | 640 | 27.4M | 144.6G | **52.3%** | **42.4%** | -| [**YOLOv9-C-SEG**]() | 640 | 27.4M | 145.5G | **53.3%** | **43.5%** | - -#### Panoptic Segmentation - -[`gelan-c-pan.pt`](https://github.com/WongKinYiu/yolov9/releases/download/v0.1/gelan-c-pan.pt) - -`object detection` `instance segmentation` `semantic segmentation` `stuff segmentation` `panoptic segmentation` - -``` shell -# coco/labels/{split}/*.txt -# polygon (1 instance 1 line) -# coco/stuff/{split}/*.txt -# polygon (1 semantic 1 line) -python panoptic/train.py --workers 8 --device 0 --batch 32 --data coco.yaml --img 640 --cfg models/panoptic/gelan-c-pan.yaml --weights '' --name gelan-c-pan --hyp hyp.scratch-high.yaml --no-overlap --epochs 300 --close-mosaic 10 -``` - -| Model | Test Size | Param. | FLOPs | APbox | APmask | mIoU164k/10ksemantic | mIoUstuff | PQpanoptic | -| :-- | :-: | :-: | :-: | :-: | :-: | :-: | :-: | :-: | -| [**GELAN-C-PAN**](https://github.com/WongKinYiu/yolov9/releases/download/v0.1/gelan-c-pan.pt) | 640 | 27.6M | 146.7G | **52.6%** | **42.5%** | **39.0%/48.3%** | **52.7%** | **39.4%** | - - -#### Image Captioning (not yet released) - - - -`object detection` `instance segmentation` `semantic segmentation` `stuff segmentation` `panoptic segmentation` `image captioning` - -``` shell -# coco/labels/{split}/*.txt -# polygon (1 instance 1 line) -# coco/stuff/{split}/*.txt -# polygon (1 semantic 1 line) -# coco/annotations/*.json -# json (1 split 1 file) -python caption/train.py --workers 8 --device 0 --batch 32 --data coco.yaml --img 640 --cfg models/caption/gelan-c-cap.yaml --weights '' --name gelan-c-cap --hyp hyp.scratch-high.yaml --no-overlap --epochs 300 --close-mosaic 10 +```bash +docker cp :runs/train/exp . ``` -| Model | Test Size | APbox | APmask | mIoUsemantic | mIoUstuff | PQpanoptic | BLEU@4caption | CIDErcaption | -| :-- | :-: | :-: | :-: | :-: | :-: | :-: | :-: | :-: | -| [**YOLOR-MT**]() | 640 | **51.0%** | **41.7%** | **49.6%** | **55.9%** | **40.5%** | **35.7** | **112.7** | - - - -## Acknowledgements - -
Expand - -* [https://github.com/AlexeyAB/darknet](https://github.com/AlexeyAB/darknet) -* [https://github.com/WongKinYiu/yolor](https://github.com/WongKinYiu/yolor) -* [https://github.com/WongKinYiu/yolov7](https://github.com/WongKinYiu/yolov7) -* [https://github.com/VDIGPKU/DynamicDet](https://github.com/VDIGPKU/DynamicDet) -* [https://github.com/DingXiaoH/RepVGG](https://github.com/DingXiaoH/RepVGG) -* [https://github.com/ultralytics/yolov5](https://github.com/ultralytics/yolov5) -* [https://github.com/meituan/YOLOv6](https://github.com/meituan/YOLOv6) +Например: -
+```bash +docker cp :runs/train/exp . +``` \ No newline at end of file diff --git a/runs/train/exp5/events.out.tfevents.1715743751.SiberianaDev.40700.0 b/runs/train/exp5/events.out.tfevents.1715743751.SiberianaDev.40700.0 new file mode 100644 index 0000000000000000000000000000000000000000..a2633d7df96bcca0419340eacf096c31106c9efd GIT binary patch literal 983884 zcmeFa4YVXjbtXty1m_^G8>^-*MB<+L^7DSDstnnjG)Eeue#;$@h9^av+KL9E7)_7 zw_47T2LGRCt9j&(r%(SEdjoq`_z$lN|4;0T?sLCyeX>5DoY~%bEgxXxDz820bQ9ya z!Z=6RGmak$#$o5!zX890#rD>@lkFR?x@K)MK7C?)XR~waD}=ERG3WTx*pK8Iwdo_DWin;=|aZQc+{|R-~6+ZmT z*@wC2&+oJA)j!n}K6S!W?OkMc?9kaVE-(RQwn4o!S?r1nuh{oib` zSAj*pe*H~*+!&l$+c>!y9J(8?icU>p8{D>j=9bfwtHS@Y((jB~-w__4SFKO3=2pOc z1?juNUR&{w{qxygcy6n8{^-`)W^e+JhGQPxXCG}S@3WELx;&Kc+B3ToK9k+a&fa+9 zDsTB-j(>VAc^dMF*(HkER~NHS5VKbgG5bU@hw9oK0&PC>boQ^o2|&-$)Q@tX*IMJA z<@oW{VB>FZ>;*p0T{u}+*C|z>P*?e%j(qihn&YcEPTW9UfIJ68`Kv>90fr;>ujcuu z$?caBf4!WCUY~WQ|BL;X2KzyhGBuPj0*_ z+?T!9rQyEZJ+ra5>gL?kg(XY@bUX~u>9j=?V+%z`Vf2zkJHK zajvbwv7U#*|CIyq;WEN|Nd$=qfR9)7E{Y6-+%5ya$JYz^AOlCULja#r=BF3%K_(an zd;|xt2p%AxOSHj zH)tMd9H48x40P>_4Z<$%rr>P^o78tHKTf(7Mw?s;N=J~dN10qt=j3`R*dAeW_N-hl z1ra1nPV35j>TnJNm+;zQq=S|+VL4)ZpTi~^ zr;MF9BS^FHQ?w>n3VisuZ_=U5V#Ca>xu}iu#cS(L;H68Ht&tO-B{g-~fgnFKZ zhdl%^R-ZZ=aJokAfNRX8x}|w6x1{KR7CWhL1Gu*W&}c+EK|Uo$_d)JOp4jbwX|SR4 zp<1Bae9HZH65^(x&EgR#f3~0i9{1;<{P^_V)~#;giMtAe`5nr31U8Y~uQtI>>)DG} zdpB&I<&Qs9WbH$OPW~J@cn%X~N4&qmUYxOiW~O&gx@?64mKcZ$*%3ALvMXeEoCOMs z4KaH%3jJ8@U*r>F3TzHCfX%-bANkM);1*$!@@SL*E|G5H@DLfBcgibN!o0PDYR2ZB z@~o9G?|Q6v$~#%YytS_PA082?8T$F2S@98yud2ELH~;0Puqh0$)GPfi2?`tt=@@iX zPEDnu?{*D+m$X4m2}QFOl=$p`fV}cJ?`SN}`!$E%*)S8w!0S|mev0_700sT~awI}v zsQ?-ts6fNN?y$Q`RvZQ!Tc%kt;)i=Rd^rQig3ZTAljn@=sxX~+J)zOnsEUbw)!m@IfITKE#K4YAMewOBga3Itjt}Ll#Rt zg_K7bkTMTL?}l^8u_rX?nFkLe%P~oN6r~@;q`@)CQ_t*C)Bt}(Pe6MQsG{_zypvEz zm=*rWrR<*SZPd)4_D~!h)_TfeLPO^hxE|4WyY=vjlz4C8+Twp~5u|U6Ae7v7o&;{m zx{?xfNCtoDxP}Ls?32(?$0J1iZCUJJz?_NLU*!zr;T0vFn-IXfPgpty1c?mDjFAeN z@qs40VCl4?mBGl5`mc=&Tk_LQ_OPXk6Q@^%)b`pP6d51$jwXB5(nWwMMEy^Nobma1 zll{+@E(KtYQK+YXm~lC)&0z(_3tALmqqA- zTN@|i)*>cxYZ=zMHM}NKK%ONf^}b~Zt;K6aNog%1TKR|#;a7^(Q(B8xrjy5z)vypy zWFC<4f?{YxuH|MSFhzB=D@rd5Q3+FuDa!KKI`$kr%b)jD!)w7EHRHALLf!|O*MgdW zI18nMj$a9{1!pw%KUEMhm>?Zn1R<5%sf5?U)JbBOF7jIY8Lb23Z)o0U39rSs0ff9F z_C$PhBLwx2SrXL4DIoZ1z-#dkU!m{e2Q4ACBuj%4TL)lqRG6*1EMc~g)rm1%Vi(2w z9Tge1b&n;~7P1N;L8Hg|t%Mwxc&y1jTO&J+*k*2+>%T}j*sX6@!fqjFg$MKe z{Z71v8}jpKCH$D=o(hh(=kRUlmN*=5)I+gMppsgS zCB5LVw}2O!#+DR5eBl@JL=&dc_g3;rTMn&#!C~($^?Db^i$S!Qh{s^KBh>tOk3~|B zgQhNCR?lQ!6!M(84Vj|Hz^3Z&nLBYCa-AZM8u{`0UGQC)y-|^>+y}5Mz z5(YE8Yh5dhY*zzYxV^DAIkUaxR_K3SJG~es6dJe{xsPhb_1hJVONv*!6$wqdH&M1F ziN+^oGSGfpI7H@2vE`aMShM7 zT0`$z>F7(QybA_@ZVhe+lndXIzJ+{3ED5iXPg?A?1((Eq5^w30Ad)JzorQ1ApJ=jG zb4EW#e1M89d*!y9fS2wbBM=P*TAlQ{0b^24+yesj1Y^Xbk(VDS1itJ9RWL!zN35 z8cZ@ZOUD;|#!v$@zN`@CNauqD)bOXwgjP@@1j3xsJw27Tk-uT6gPBBg7@cFE?o`;C zkBIkGP2n?K<2V^3Pz06lGa1+NsF@yS$o_(!Rd_#Jxt`=q$?rSt=e05=iz^}APMFC+ z{)}JNAQMu#4s#G4AJ);v4B2QrLhAJsM23CqRtKU&OCK|2eP)+|5%LU<-p7oOmjGCz zn}?A;X2|3OD`%vS88UFf1)1q%hKw48TWHW=rjMCK3NZl^aBVo7GkX9yUYod7T~n}`eAK|pW9_&NQ3F2k zT)>m`g?vU6)If?5AvG{4gBpMm@a^5#Uj&eZ-+-;dv_Qq!y!H3f(+U+EoA)wMLD+g* zP6hqd5e3XV$HBb~0 z5qrh6Z?Bcj8X(%^5z?S*o;5&5M%L&m71(NWrlQ4Re$9m5|{!Ze4SI(-`hzmYX7Mt>{=aXb!Ib1Xx$@2uD~tJ z$Wj7;fve9J>id+Z?^C2oJ6(NpkU&k6`B;h!?s#g?GC%y*xJQ!u|isL6uUYA2x2yXcAT^aZH{+WE_e+3Ubz zR=xPbRS4s0-abj}4pMZXgEg2xHIL$Tw?ymXmSppVl9MHQUk%A6Y3C&J`XV|>N(!m%C-Zx#jkL|;OUAe80; zZ-u1N2RYMIl?0p`(|l>9%HQ=3eV2p*=1fmjo-BzexCn{nX`QAaJvD7v;ngtxE+7P7 z#I!+Gi4X`SKudWjrqJ+PLs1J=IU~(s>8bYVP6bG%7qw8;T?|#_&-Oqu{mS>53}U4h zwNTX&@T>#-^dtvgH59c_RTXA3kU!%##Jatf1D4HO)IwEzJVNq135=Fn)IxP+WR1}D z)Q(pNz&3Ass;ZV|*M$Ls-sVbAO&bq^a(g{$dTQEWF#Zs%95p>vb>M^xBB!USjw%fr z$mywhr4RvN()DeL0N|ssNBeoxQ`1&SxWSK-XmGB&7HNaP^A{PHT+ncQ_Pk-!M~ReP zQr0-Xf)%CUFmhnAPMnAa$)K}e8;usABL3D1^& z*wWRBV_d@hw|+-O#>?E(WRF_93J~HHp4rxKCFIP{V@>v1OVdr35m*`p}SpZD0KD9hgiRYPw<8#SZ1@IvPYn%;t%5ZodqatP@lLTZpYIiR!sXZ{>MXV+*~-w*kBzMI4GqZ`lb#B2z#h)ajcY zrAD;2&|Ap7qNTy;tpl()b)vVB)rq4>c9JTH(CJ5|4)hi>AsBKAZ{Mt7P7uMyaEksge*WgdHdKc-fpt4N>&cY`Nh+2aUfR*8@ zfZpQLB@pEZM6iS2LUboM8awDMMAAfHVh6p2NGT0&?Vz_LQX{t|3f8lvZ`a;_h;3%j zda*pt@i_`19N4~2)T4Lp)G4@8(2DSZFZ2fbBF-&;xQ zFULXng2UchYW89fh4Dv3e3K>OF%a$ygbcUwdYE!vEdwWM^+YA)QLnkCU5|Ri>BGMZE~;j_;Sgb?x+G6uUVPigB0ZJ}Me_RL!{kHf52z6$woXvS~A3 zvbUnV=1aNhr3=#wZ|@O^CBi`h#qnT8@iG({gVuw$pi2GMpL9xoZJ4ckj2y3_@>R(2 zuQ=>pOLkElV-}LX?ceG$vis`}d%zMc!%Mi3^kKiIbWfZHzi_(Vw}5{bU)JRJgw3J(ZUc7Mnm-cWHL5HT15P zj=p5dyI}C=*5GzPx$rG1S^R{CuvQ=}c3)JMr z$y8HseyUi0%0Vqoha2j6mPPUj_hu6v&r*aKPdU8NG5Li-O9w0{L9l@>FO6z!-uf$@ zYUNan&0BxrQqqekU@DlgdF$t*wXV08j%VOf^^>3D`{X?9(} z>Oj&vp7HSlSbJVcExMZ+>3D`rPOx%DI-Vf|CtQ%3j%UcI(xAai$1{l(Vww=?=CPzi zz_%Lg`r>Hzf>cTX{X_6#gx>B9*$0tjDST1+fWux^eCmPYNx^?i(*v%F6-%m-z0G0Q z6j#n{Z3YpMFj-FwJm8Nn6P^ot5+T+zK^~+CF(nUtuMF}4 zO27}*NPn3?`@m#u-ufHwk>E^Na8nD2j?H@+$RcdsmXk$)b%fCabU5#sU%(&OXz(}g z1o*7@1K-?jk7m&goP=PjDV|9OYXAkDT2T$?KK5N506q3ylC3f&6wPr^w#8Dg2Jtw{ z6l=iunmTJBL|rD(Ttp%aO5)E*cntPJc4%!f*=fC?_5AZkx7Ie-j~+jIG`ffL8}QM6 z_8ShnOKaNq!tAAK4r2}M(_MwE0kXz1$cC4V`i}4o`>WO`SM%j{E8k}oum*^ZfM*@q zr>AOI14LDr$w2;$+YsyaTG^}tqCJn-?(@yF2FS?B8lkKKFEm4H($Xb8{DpYQ73{Lr z?Y+s_y~*nC>9w=#yRAdaIsP=Jg*8C56y6hfofPqbgSktI5!L{ioM7dQum;G$2^VCB zH9$s)(>`fQ=LPkC*9pCZ-b>FSe%)Fy~zK9&xP{gA`x zJW6Cn(lA6J5bp{|#SXAs`N^C#A+TF`0J!=pfa`-|=}Uc*Np4GaC`biWeY?YMHnw*0 zTdWWtSFvSe*y+0*_C{lxfVTzV#c37VkRzm@)S)|YDvAa&o!9ZWQL=7zH+vjxP~dG6OwE% z5lFV@v*#VZyyYBe@Py<$oLE-!A2)>Lylf*lRs8r|Hv@APp6WrQpE}ZbiZb^yQ06Z- zm|`hjIH6$cTV9cZHo25%2a4)~oI}vnL@VYZQTh1@>X(u5b}mHvqIGEDi$P$^SGr0OBCA1ha_z*@>RMODM1Bu{mTY>gGMdHQC0z0ENAIuxawaw7|ac!tT{wdg=FS(W-P}} zA8^>7#udiS9P(%U5JIrD9A)HyN5AUih+E)!=U&<$BmmKBv|I-S^z+YPSA#7G5zura zKZ_B41oI?Dovu+^;2N{5ZfSn205+Sxkdh#Q6a~>vfKRNm;wwknXz*A(g!}CV>nk6s z1!{Kt3P_fupUmQOcoq9DFomnXZ~L~blRWp2+t+Tpby@h}g>S0e$=cTB*cG#fO_#Nv zdH(3RwT->tWs|?p*4ZHKL$eLZwU3x^PL9JN67fScM0=&(_V(GSqQi8AVO}ts$#YuI zTFitG!zXiRqv$ZcFwA$)hPk5k+{G|F7i)KW=SuG-`&^-TivIV?SEefr^vu~nhg#10 zeU`DXJ>lo*!g7sge5kMXp?2nn2D&~pRQpi&)JAF_>g=;S8q&q$Ew|C0jnbnxa^-)W zJoA|%q*P~+jxm&rFw7}JN}&X)2m`qY10cc|9rn-C%+T#C^I}$O=Wba&yS=^9Ipr3# z;8L-A9r<7T^1tp%|GL|k|8-CP*WIMXR3M870~+JO2D>j~m-i#qZG3uf>sD8`5ONta zwm#f+IV2R;dWRoE%T6p-@flYOoi|#qrwwfmCVoe7?b6 z59ATA+;gwLaMr{-zQ8V`Xlr!<06J62xcYE6d_(WEi{pzLX@5C>msupiJd?>J*14q4{EyO^6gBi$y*FnZIK=@4g;1mL@X36QPV3iQP=Lf4&h6ur`tbUCO z@CN)o4{C;XKth;gMIa&hhU!8jzo5>FKtdUN8Jd)Wk`=MHId%5&r?X*(tAwi=hJjui zFA$Mwg8Tw-6%+y9&*XMX0j`1rOwUp#@Pz#;8ydrYl`(;SAyMS!x|^|wGk%>Ran@fa z-M(SCifbI+WzwT$4VPVHJmg+Ig{zdB#TA095Fw&TV{ld3(>4ZIA@h#IRYJPwjlle6 zU%HSH(wA2|T!oAd&0*PVX#lQ5W{K$-`Lh+j>?PIxWAczx1Q(F?vNxa!MK7v2X#xC)tG6sKSh?+eE~1pq5VG~vJ&0IZPDChS}RzzX@K z)MXR^tRzE-fK^5;+bg;)tpltsWCK=QaWTNE0|6`eAT-bUC>o1BB2VrarCeWfLvwD{ zF9h8rXT%;>NUuq}2bWlhVZoE0T9M;ZsYe%-8&by-jM(}&^P$V)*4p^wdBlrr8MOT}q}C&P?3xfHKVm|R9> z6#3*jz*o~ImqHH_CTG#gr4Ubq$!T4=j~$lxSWVvtvzwZSmz2mvlt+1sNu*06m^1k! zxAYGM-YBC&f%L~-MzIh1k27lE%72_u14H`bc18(d>5sjPS9#JOw@C+;B6d5Y28LX0 z+K-dQQ~j=yzm!B`7BKdTPy+D^FT?{mACyan#Q-c`N`glR3cb|wmy(dm5~%>g)+h-{l!18%0uLjB!)L;fy;GjIn>`rEsVRFAn8e@#boQA24$r9<9`~yJ zE+^Trc=q-F2D>st@sX9p9zq+H?f%?7N%#?$P$PluN5}$buZ2fGZvqO64Y7$dn5PI4 zqMBLV*mxcggj3{V7hez0t0-HlW-;o)|AD1gTfxI0NDAq8v%qs(rWJS92W_5)G zoEl3*-}MZAm$XGq2}N32(vJ@a)cZdQ5B#6YTF0L~ec-B!7tm!|5QuMAuEQMA_lKK8Q<*}M zCNyL`KI*j-sJMOWMnwBcLCpXDFoW+>w5(5b8Ng~d7`%G8RoOYW3Mb^|?XqYjY;Y|I z`zT22fkO3FqxB~n?1w=}Q0Uw*@c!9}hyCr$S{FbEsLuXd4*RH9Hy^*~WGBUk04WEH zVbO0GJ_+yZK4P)dA+(&;g6$E9-3=#^W9Mm7G!Gxr>TMD*Iucv}v1oe~r60^Zpo&T< zJ#leIaZ@)hfD#-%{dw;s>=CAhKXNI1XZ1EJa;QF9tksnFcI)97DFI*CwZ#M3B8YE` zAe2mYo)T`!x{~sANWO8&IEVK&*(af)jz@^OlPBUo&KJi+fGVA%5b(UmES&;^Mh2y1 zx=IZcKiFg!ES*=hG#CkT02W7uHMy(F->QTAe|+y(cyQu0i$EXL@2JRlnR}Y-QA<|= zA`!yNlKQQLocVdI$v$i8T3~h<`7>^qAyZVpMan@feY?r-fh$%Dk_25nztMss-}T=~ zb>ObWPKrR4T(VYhhQs6^U2h$%T!2wt&T z!EU8U9kN?lt>3C4ZJ@|OK%&2f2ML(6gWbXuHPZehMK2do315mRYH0b}9czx>(DKJV z)v#M|M@8%wUflg)vs+LXf@7qFJe9Cpa7I%PR0SP_2{N)okRhoAPbKUYqRt_SV)L=r~SBKmYOZ>7T*LA@`@-F@db{Z7$hxwDY9$uT4sZb>=r1~KYx*cs5RIC*fXvQ*exzy0#TlW2zIbri1GwaV+Xs1 zNScUD>|nPLDW%b^9qg7wYUH{^fqIsb-Fn-hGP{@bNA1=n^L|*aJqag%6|x{(d+Hr1 zn;0-d$5h|&{Xvt#x@pF;eR)tD~s& zV_2)Q{Jm8WCH#WJ-V4*?QJG#W&+Yhg#@BlIcP}i-< zfmAf^prUa}@v2vm(6svBlx?|WL^@B1EjP7v5!$H}=K{U)U`6pV6d8lngJ+;4mF7oJ zIwe0e%vL={jMq^4Dn$5K9CoiIyC@DX3y%ry-|8}=`|A#Sz!ELPOLz_UwVcR)cauGC ziLNobi2NBhl<=K{{o6eUQT?SRdvh6=80eO~?x5XI@Y40$7)eJS{hqHHSqoGSzZ&>*u3?ZIMw=E*4VuDS1cvHgaU?w8JlWI8GJ~>0z=y;s=xAgH1)Lg74GqVz@0yaARKHV4BQtEWeNtdS`SFsmMf}=u zr&fq@5y(IcE6QdT^MZxY%0$y2zRjRS2!I*9isXUT3)!Ky$z-SXg4XlTAKhBpTt9mJ z=+W2&j_xy4jm!`^qk%Cp$3ESua5aV+nIXE1Q85Fd22bVtOvbbrYGj7!2>4Z=Edy#5 zRjw!b#m7`5GelLG$w2;$+Ysw?n1klf(#QVYeuBm@(#Q-M8CfIrxm?ey15Kf& zkr|?;=rS;9Jv)2`a?{#me0p_jduP+7H!|Y`Ccuqow4RYhX2|peJ7=Vk88UFf37KhR zhKwo=8_YB^lSqMteUvzTDM9{!Xt3*xL)DAWJOSc&ddbHi^d@G=E{M+hpdd*90f)V; z_{;;plLGFn7XNA-@WuKk@KM_%*TjM)mB`-auvZkHMzl0@mSVg%ajD9t9BqL29ec6R zl>2$?^5f5$Hsx*}xuY@f%58`l@PXfgZbT@kVS*V*5h7#;{4$sUC;{Kz{HAdE*_|_+ z$B$ooW_QBv%kE@nZ#*F_KIzBcU}!;#v3Ym2&)Ys`0GszRFhSV7EoXwhafH#sb2#sr zU+Cg*XLL9mcLKat+@t31$}$UY;4}nlO))S!KzJzN)Q)N(4Y2Qa41Jfx=jk8~u*s78 zsS#&Hc&$n+w@BH|?WDU@5423N27FZ^Mju^bh3jL#6od_t2!oOW*1)flH9+KyG>5PT z7V54-)&S969Iz3>dlP6lB18H=lx$TvTz{&;=vn7{kruQ;bmX;D z2gp{4#wrX8^XcD01{$X5f|r2=3olSl867tSe|s6=@7Ega)j*7_rvd0>12=4WO(LCB zwYz(Hpkr`prs*GVgIf8hvwt&X!A*~~$!6^6~Lfvwoy*qfZ$-f~Sj z1Gg+QO9=tGu0Ct1?^8p4pCV<&d)nmak#J3t0XZN!+{(Q7ha5&{QX-$P4!{av#SSoC z`RSZAA+U>hfKT*PFxLmg%9i>hlU>3+`gVuiY;5h~*H{4~tYXW^;L~?G?2X1W z0g(hDcfSg4$U)LiJM1p{`;a`x8ae9xoI_l+3QgsJLhov_Yr!^By>mhP%dcI%K?41> zVnK*N$bb^UfeXU1D})5GL(Dn;H1^10cAchGhyrS?H;CSd-7V4nxFuPAq2^>s{#QeS zNt)@3{JscKl0w%5mDa2r!2W52y{6zn6);Ku^5)X;&KuSw(QW~XCQZ<@Q#m*~^CBnP zArg6Vd@ci%G^d{68LTNVOX4oYmSUHnal?0rc(|pOKs^1;74SkoS z#GFa0%9AD01*FiDqz)38OZzd1w^UnZX~trvjzYD_f}QE{>}Ti3gSMGa1NAuWX^JBj{HJM80x8$>CQGl`T|N zg_#WG&sI1X2`-eC>o5l}o42xss`hw%G#DjNT567}>d43%;W?_cXat?NvW2RaqU%DB zTG=9PzyK$lm+g#3^Qk$iX`{giM6h$z997kU6HbVnqpCWpG;AQ}sOFVIgn(&joJRC-Ya-l;XRu^N@Q7+qQ?0ZtTY9OkpqKu zVu2r@46xcPELjN2sg>kSN*#jFS#3`raoF8Z^-`+Vh{!yA7+H>9+M_7_a3={@0cTOiy=d}*h8i+Nv@eG(e#cqpz=(dsFf!Sf?&$wZROi}%gOAc!3+f8;4 zT(MG+BkDiS$Y^#3gL{g1@Q+BJL)e^KCh#iU?1SFPMjb+QjR-GO1mO<3)@kazwWVSM|qY%2dakMf;(!)Zt=>v*n5(L&2B+m2#%2w@>IfZ z!5K|GP!)6xCdkkhL5P)tDqt-Ub$X=NB}9VnK$Lw~jpJ=$xA-Q2kXJ;Zi0qaS)LVf; zB2z#R)Zobu5AhY6(b~dpA@hos24lAlz~a=2-9lC;h9M1wN&)pdDs^DDkW~Nym)JbE zek)NAb_-bx%nl=e#tpNT?3Ut;LeFA7yM@e#hw@&s9+nmC79uIKYtWZj{aW-Ku7=%0 z)EaDnp&jfNmo9-Q&p`w`*eyhPf~T>A-9jWyL?(8yTZoj>=++K)OCmLLU7|oeOUZ7% z?GW3{Q@f191_!2Z-lli$)G61Vgp*DcvLIV~>K!PX7(C}WrizaIL6gDCYR0mEB0uA| zE}3^la?9O?`G(^QHB&}Vxh`K;v)Ap7hE=TS1&5t4>tqWrU;3c6O8I*$N&G3FgD*Jj zy)X?fzTnz(;AhW=_!djVVldJXN`Jh^A}K>QKdX)RePSVVjV2~VkKCYkdfMAvlW=!n zqFH5n>0i{#Ie6}Z{bG5tM`ioP^4yL;XY4KJ9A1ijiDDVNRZW!+*tOG-Q9_}vP>H)F z2U5|v{ffpV<(qpI2~7*KDcf?%N>lQL*m6@#7p7O4I3Eb~#)B2b%TQztRuAY5rT*(r zIwe0e%vL=@jMq{5Dn$5K9CoiIyC@DX3s*z?x4Mkz{<^~+utdx75-t>wvR~73BKzG< z_P8aw#_S^UXWURi;@bX2$U#(psmb14#w7;2C4TSqdx;95_1hSAcxCySOW1xD>l@uu zu?|ob-kM!&O}%TSt1p@FE*So~HMk#8E__SL6!VS*yJc9e1(y`~BvAjfTH9HWQ~G$5 zt(wzZprv7)Nj3J`r;6pL98*BFD06^@TAe|v0p2czqA-v&CGn68Qy%;md__Fwf40)^ z9g|-dw6wm0YT)~~Yk5snWAoNu;#BKvS!46oU$ImxBWrBl`k830>#e2L89d*!n+FF4 zv8SoFw>pEf5sWs)LFs691_hj&Qw=T2uA)`ve1~aYBBvK$@ALaVClr+FUG}!ezj$s1k?{#&zIYV|qbk>W)!XI$h%ZkrD z@H;8+&ua0n#vx&>!vY`GAG#(MEXjqiw>j(;#itQ1O)ugx#%mLos%*;9hI{12?6TGE zy~)|V$?ERuwX^HHt>>}Jk3Xm79BH(gNA76w|F|yrA7+R<;Lk2G*go_oD+95bg9+{+ zMTn3)7?i;sKneKv?(44)NCI!b&S6@xWNhC08}4bvl8w!K8Mq>By)Ea8zHx-n!*e+A z$S>fpYjijqcLKat+@t1x>^Zw-z-fS>pI1yFRNm7;8bAT3c2onnk9}7MK97BuWUWjI zMROgLZ9&>oq#~5GA1C9;W6FV+Db|2*HFegY6od_t2!oP>M&9er`$jBPutihlTtid-Avl~Ico#P4jBD{t!I=U!e&l?P0ON_7v$R-f%oDtRl z893pD%&-Q?sM4^(3~L~fLSzj{sX+&dHBb)MpK36AUOHc-1#K`p^1SZzrC}AZ-7_0| ztFBq|QuMaMr+*8ud-;KesrmCVkYFLKK4o;=5d0lwfWKdBuvY^yvdlg@*}x53UbRT) zR4p$=q;snJYYWk!nB+lcI;X0?^AiaQgDtWy9AU53aaJSy?4x<#rksIWmYJnsbzN7V zHPrX1fxb_XYVmmbw{wLOMQ|>>cMietx%8(u=;j~-E3^_;@4Oqv$%>aBZE)h<*+vz(*#5ktk@rN zko40IyNh0=Ce5~B#~S%Fe$F8-TE)J}0fpYxWY>aiq?}k_Kcso2aZsUT z;AH^KUu-bN)H*mJzV}C#m!+UhF6HroqPigM;C1_Lt*|3)a+Z?n*@RzgnGGz6y8|=q4&K6*)V%ht0W-LcfA8^>7#yMkW4*4^F2q9crjxurp zq+fN|OMzw}K$>oQyzZ#oO+cd6Xt@p;=;xoot|_eOS&Ycd$+N>Wubb8;bd6dA*O+B>OY>X>(AkC3(|n|eSCa6MWx^{LV9sY7tgn2i76|3- zE1;sXhLf2D&eWsOSF!H`Gr0Quwr|@y*}L(oz`PDxmz~`?vw8eD-%-1hwXMmqE7+m6 z$z-Q>S?ihSkDgoG*jqn({HVXr*4ZHKL$lq;?<#ON215*mArj$3G(>x)-S+m`siMP- zgkfGVo5^!p&sxlc55p&OXQSXSURxOEyJy2((R%J;n92Iq?)J`=-b?nmLSb2hL(Dn; zH1@sHmGL}bpl8ko;`{UbK9eu3*Aae>E-cr0#)o{h54AHt)YbK&p4x}9r`A{dP-mar z(U31z3ZO4LdS2g^|8?@jXNk~BDbXMuqbC=kms5n4Y6(&ix^fY^Km^`8_@AYjq1#vH zFH_de-LiUidwZjE$}MQXc5QsCREADYe#Z$k zG}V%dG<+MDB+cg=?Dar5BHJ`~_zOQB{MS5GhgWRjf#>UV4KbebOIbavA84>H7%^)K zJkIEpV1tWE=9gfa3rbeRV&`-k1tm+VK%>)_eEjKbm~)>+_NIrDDcNSqHE>#`hR*Zc zLT9PSul#nQUuAm30u%5voMgrxrg`9uvB6uAEC(I9o-2d@VSm#QTHGiZdw3~JWfJ%^ zzwZbg*Q?eiSMy7t@X)W&cnEYkr4W?5vGNjEYv7O;5+a&3!X1=8Z57hsOAYn|I_4c` z3k1i0qmB{Mmp5_G-&)%Ykc6XwKu7o4R~qaF9izkGMR=NNc#d*n;2wu<>6j&^W8}|P z#1i|4r=NogxZo7TT>Mdj11MRcZZX))livY7aLY+WiN5@FA=wHEhM|d%;*iNhAmMmhi3_vig*_!P7(jG`P+#V!l%>o3wDYYzRB51}WyD7PzQV}vj zb6__!wUCmLsZ)esak2oaPJ7O*Zm!)PA(NTcMLEjYmESYE@=Hut4!m|VmZ1QC7G7cs zAy&N5xD>Gx9@ynatWt&u5v#18jS3hC{60sldUoJKm}Et8A^C>#Ad+8DXGL(KjJ*s^ zNeN=9)`D-4j%gXq5hQwKaos2vTBUW5FFkFkk8!=4Q0BIoOAy?}uVx`nD zt`K5{2oX&hL#)c4wlTyCnRgtq(tze5Bcv~{cEk!99hyTSbNNPa9m>90BBP|w(Ewtl zI6flN%Ao8e){9snGw0rj_sd{mBIVktQ>$)%#0vQ=qCB)l>7ZBehF>CLg-kDsQ?Q5k zS%?+?T;h5VeakO^SRtYb2etrWg?u()=L#TJ$S0*PqX1$h83J*|@(5+A5G$^@7-H4Q zi&!CgkM=aUtf@?joSE;_;c2Uvg!VP)VI>QU`x$|8 zPIU&U!6A-yJOeLI2!b}IlDCQsYTu#z3Vh%Ez z4a<{QNyCUa$R>v2Mbed$wz<+y64r*lE`q}(GmtmrPkZ=AS}Z)g(ebq(h$+g6@EatC z-%1=!%wv}1hrgpi98FAimK|4Fnt1+#5(&j8P8^72#Kec31tl^^8c!4cvf9>Vz1&Y9 zhHs-`3L*$uA$6lP$Y{1B6=%=}?u<6M6t7%-a{Y{FK+?(aI*dsZK$~0&Jyd*hHmzI= z@lSNN)qXk2$)&?$09H^*LaCox{z?*3St1o+*m^}uP=VO0338@~qgCBJgn0(Gk z64I|D8pWacjP_yDL4p{C;_TtYBsJqStCECN%2{y8UoYpZB$4=P;?g>gH}h7KNPH4H zLBSg2tt27+dcv~itt27+vea|stt6o|5)vj5;%pv5NejYAMGDSB z5bk#x!dtU+Kw?211a_+%y}J#wU8S`oq}rRG&7zaw<$GV0fq4f4_acGAhr*D(Q=Yf0 zFjzmMl3qd~39}OHC5YAVC(sIGj{3;^UX|bFBpVjl#_!K4lgnorEiU#F+Nf;z=Wa^E zrIk=4!6G4K0kqdbl>R2LGh;(+B0c6QLWHPhRzEhL2L$0%xb7 z&&&D0+nwy}jVA<~OuCH=hsfBxi?lD3o`1cFnz4DOJZvwHB-UfSd8r-E`&{pOfBp!Q zcD*fRVInh*KQNb8>*eD`zxMMsL?|SyV3H{&$a4)DOGDos8u~7Yo-rg8&kU=`*enUu z+gPNPIJ`EQnMelSfTNqFc)t_Cpr0y7A`C|f5Mrh7Z@-bhgO#e)OVb>N9^0oo6=3-z z4%;nfjpN9OkojEsK9j-Gk2>tOa&!b8t9^S)4r2el!+yRbBZip_9K<3{(%;2L9E$b7-^H>=NgLeTlM(P5a4KQ z6qQy6^rE8p37!|DR*O32Bd$C~W3maYY6hmk+yhPnR7B?r6o z?Iybiu2?Bh5_I*!-9K6DyZ$?=4)oRi%$^O6hSX|Ir9987hTlTe8f*YwJSc2k zaMRjke0p_jduP+FfZyWMB_QQFieLx7g(y$(G3R=b8-GPcxPQ z6nUCn)Wav(4CVFG3ASO0!v(E-Dp}G`JM272Of|No!t>S6Ao+Z?{LNMLN$VFJ_Fk9_ z7YF;aC-jE7??Hd4L_7wg9iaxudn}SNr1Z18WZ&nobLMtriXOR5O>1pt%X`Ag^kRAc zmCE#DdB#U&da*pg|-SMFBGu8N=3t*PuO>*Pu^2CBHY!Rz1d!*HHN? zZ1`6kcCRJ7D2_1;oU8p?UB-5Q-C++{qGfms7hW~nuW31({q81v+!9@5b`kkAZYbgF zO#2rh2V4E6CVO)kw;1S_I8ZY16XbOLHbxyDTRw3K+pl7MXBSmoTubDiE4((l)|z_P zN>^Vp>0L1Vb8B!vpxpSDsfpQwC454x60ea`T5PoiofJ5wc{{PN5^A-^vnZ|fi6&b$ zXY~U$_2YD^u~$E^Kyw-EPdKQ>8F52x&Ez!SP%P8~nNt!Mxj16Mf5GR(WBz9=!@)86 zjX_JBE2sv(frr}LJ&~Tsz@5X4&0Bl5Q@uqzjm=wo@zR>Cw{Q0|X)SHd;Q5X&ANU*9 zYTKGYS(BI#H^~(Lqob`E6mV)RHMAeYzH3TeN-0myuh4tLVUzVKD@*B#wsefqXAHG9 zQ%naWNeF}wq}TqpkozC!pij|zxkMIYlf%_Ga1OA@!J~YLMqo`4yr>-TQfv^JU|+? z6I6zgwr0r4$Qt4A=BNN-DevaAv^7Jt6x{}T2o*tZYsLpmpc~O>zLB5 zqCouz9QLx}Qx7~(3cj;i{Ht-y7b`ZyM;-KC6DyX~B72*|UQv7+(b~*k0gl%uE>+ot z!wn(ctmkshyi2zsa=-_k3px_v5@v!NND(3=2S#O(15kqCP-(9OXdzgP&3j}wSgeH{ z5a;c+mw^nz=509{^o=8o9-zZ{M}7f+LZidsxD(*D;vO~ki_Tem1E(QaYl>^qfx|-q zr*>2Wl#YFOWaPWt4iJ>6g*Ol<>(Lk?;*5$vTIF|{%6^=TBh>>fQ@jCRRdwE=6pRg# z2m_OXha#gYc>_dF8316P?keOB5Z%Qg8{u(*2`m?pA$^}!z#Aa)LC0#}o~nj7Kvab- zCGuz7hLph@C<++bw6b{vL^!YKwTI?;17u`mjd0#zREH-HT6hCQOS6kY7kk2B@LFPo zH$bK**f}G-0WxsH37O#ykWr;!gBjjHB8A8s5X0q{f-5J?l%CxpJuwpXx}yQLt|lqp zYEU#>f2zUgndf|w7Q8`p^p^q(lLZIshv~J3GL1#li~3Rz7J$U>9+YPw?31 zh3wGUWU|wGLF@VFk8Z7Pt{**q^k{U4;kSpQ`|Lrnz@VK*CF zyVy0>6FRt8v1MfN>AM{EMq`=)NP->Okb|VWT=8A>LNs}fHFDJXIfuAt75gR!6na;a zT?@96>YWSPUw-ZCbQ9>O6$?@a!1IyA>^e=W5Czl&BsW@b#O{`8f83I+zEFCyB>$@+ z!6eOeMSfodC`W|b$xwipEp}kNdoRReamqzWAnBg2CaEebkrEwV zL`Bc<6yk=!_3so&e_XQsTaC0T8rVSVXh4aL) zXf%(Sq?$Gwj6eiCM@>>y9XR2H$VsZIqe{aDa*}FZDIf;SLl?sRZK*KeMYx_fNi}Ve z1VFe4DpltyaFI3&Jb%%F_w%8{i|O;`O&=u^tw~wq6bn|Jf+NX+$vUxskWU71Z5Es? zyz-%zls74Lh(BjFKz+nvcSF@n*;*qa^8lh}Ie=-8qO>EPBxnUzEMe9ts&9G02744` zd4-2ZFJ_>c1i^6-)p-I~SwssQOdX6Y0#uq)s- zl)AKju*oi1I`_Zs0b-oO^NRYd zgq-|&tjRuW=~`fR82K}9m?2qIzeUQyE`7Vn?tv>-3X}w0Jx7!J$(kwk-$`|Na&SMh zXakH8uFEDA!L5y_A-8um71Adn6StPpty{zE5&`R3QhLu8ev22U55UGbQxAg5j_}gZ z3Vtg^>X6^cY7JTq$PPv35y`;v@-g-(N_+7cy=6-5QIzFReC$z_cMX*P6?Uj%IE+b7wh>gWPNxn zKTKA|vVz}2Bt>=&{yeJ|y@#vew-B`k8vtumTmiqurAt7{a}>c2ehX2a;A!mOw-8Aa zk%=Ar79yoIy0wGfl1PnQmk3zTlJZ-3A7Yz%N|;dy;lTFwTbG2Dz1L2ia_z}E8C4+* zvbU%1fv}6=lOFZ5BcE$BSYgdr2GGpY^u73ID0dsWxrXB_HB&}V!7g8BbAVd)Dp^uq z1owPdXIpsx(g!_O%HLc?pR|6#Vef^>aPcMAo(VsDMZ`B*A|8X$j(|74$08|1NP?%T|504B^dIAn%pHhkc!6jD;k$lG>N~RJXiWD46HUS%qDEhrF$*P z(_+g_FkRSQb@p7~I3BDhV1^=N*n039RH+sFlTOL+4YO5`vEwyVz6u-u6^Gqx$u5dx z%)*;O`?tD`?f$yM9 z`~=;S*Xy)9iCUob+Zc6tZ280`Y`=>2jV`KKGpGu$&91ek-nG)zmrQyW4FB93+z%)> zK5E(vwW@K4Bz#eB~+Yss59aZklPa{lO-00H2AMM-2g8bLTpRy8Jb6kF&AvbYkSA!R|YMeupr$T>|o35 zqnetxr@h>%-gmRc=B>SYsa{&v*u1sV(R$ZgOXo9qzN6a*{z%pK&S!8og4L$DC>@>8 zpny|zs-Z&}@?EcO=)06^pISPfVUwi<+9Y$dbfnU+JM2!aNaP~of>2kK`7GuT3*pxt zC5eOpoxu~zAR2oiJG3^L?6h9cdj9#NTWg!^M~@#p8k@q=efC@QhWBZKVw&zS*2hNe zsn9wPi}zYm%3u1Zysj!Hbp!LgDz)w zcNlm`Wk`A#G#K^GZz@K*pdr%}teufAXvn|`XJn=e8Zv4Wxu5}rnJ#D&DUcA5aF<)s zXJp@Mu zgzir@7(Hv9FVccUh>rY7H<5sBg=nmt73vq$|HlTqg$z1ONp3F#78c&Ht{WY9h6MLA zkl?R1*sFmYS?oSKTkeRvme)1XIaSL`73rL+_Uc0n%cBO=_Eul zAWMhMepttgy2$6Nqp<>D0iQ7D=XTPBz^>xcB<`LH{`!zu9#fxavI~i8|zH>90BLt@Otld5$)6+&MsM$JWUK ziN3YTt_3?u_2vbwFu#2D`~(VW$CA_m_13(0ofk;mmmBQ+3m()3HW^sTUJ{qoe)^NyxLKty78Crq z!(Nmz!9e^JkRtP^-O;G;UYRk#%!GNqtMhHRrgcjymi;ALSICZmI1hECahQ5M$N-$b*kIq2u?bUV z#5X^0UUK=_oim%qk6(Lccf$YO?qp|gJRvO>>Bq^HX0*wrJV{Vg7vvv;7AT~&yph() zSxyenR!%z|pm*gSKb-kmCgsdUA?*N#ij~c;3tx~@jZJt{UKw^N)hjsKt9Z7cah;kX z%8!-nTVNxTg2y36Y)XOpi>U4S{j5;n&^#2lvk2t2IK&VkNWX~)xJiCmI(=9KstGe= zm0Fa))nTVWsF25Qr0D?5eyvIiD(LH9HP{<8sv(ZIYRE|_wD>ZF^=}&N$23kCV5&Sx z;XA?z@>T1Tt9gAFx1{|pM^WEjgoMbadgLr}*tDu0kOL_FZw`AY*bopXP1gkX)VzQJ zo43DQEdVp6e;v_jN)jkFxs2v{lac(fE7)bL+k2CALc_s-&0p3=pB%VGErM&zyt<|NuL3CTLg{IqQp7Du=>ya=Kux4p z4!W_cbj}RJMI`sz4K`3dR12i?_7(mlCsBz(!_fqG;KhO+cpkg__;Yv=+GsV8+_9L$ ztJrseDO~-1+qZ3<9Nc(SU|_qg%R-;Zx76-rZEM0UOjtbaveq-tA3e9Wu@_WN^Y_`h zpo{s3X4{eL9&X2Ah@LP+B8G^DXs@)}-ab23beO&{%nN2Sc~0wDi<$6Y_+;)BS5|R0 z17Vo&o(*$F>$!_zChJ?f+dEf!FWFBu+21Q)nV~SyGiL+w#XY~zG8T3u{2X0au5tN? zhHbSEwKG5D>H1Jd?L*m9^VL4o*=Kh&q>IJdbfe&=?C1@BSN_+@6Q3zUO8o}u7#+C? zotz@1lv0q2;K@bsfCyi7*gsFRXWZ`2`P;Q~x2&Gs-rne(a*LX9xnO|i$&{-<_Q>O^O;$#C=bCz{;?e++x%)B*9Z2;e6vi-u>U;fup4A%EDmZ1QS z7T#qFAy>RIy%f0;;-37-Rmu<{a^+<;dsM(W-~e9F_w2xjFv*JGL((198A4RQpw5cm zLm8VH+LU6FbyA89OHEBqohcw!a5Y0$=kvBUSoMfZ8#F3_TtN}wJxyx3Its`Y9AJ8u zGBGIZSJ@~T_AB`WhV3GvbfosWvqZ=h*Eo#V(&J>o^yddQknxb~^)wNdI|7A1bA^yA zM2cwE7;;tmyp17O$i!pFmDttH^a5)~u8;`=i`Wxhdzqf30ptpqCU%UFKjW!Wr7J)$ za)r#D`y}38Bc92cAGtz4i>MDzVfDPCH+|`~gFB++C6Iz#A@hsEm3dOfO>2|!>D8_6 zolQ3jx#FKoToa;ic?FOwL^R>h7C^3$&nApr0ptq#q||W~K&~W1h{%;ZI9e{`iYqRL zTy^pySBT!DJq@53bu#f0X}*u2)+!}8M(1YzLeNdpuCRwQ^M8C^MJD!8TyoLk(~_Yf zqES;wwGHu%&otO3fG-oT9fo`dtiNe*eQR=NZR6zl9G~^oQ~fvA9r2&NLwBw?n5 zVH8u6d3q;l7%?pwO_1ezt)yYZv}7a0h-t~_FkERTDQlCJl)NE-@549JV&UP%E?9dp zYdH~ugIw`jX`^+;)MiP__&XZJ(Zu{`*>RO+j^{5nkx+c%#KA~Lcx0Ee*hJs5dHID8*|lsW^TgIBU|% z@#`;|Nl%!ZMJt!WKoKUVb>%*mQEVc8A4H)jUTh)*S>~}@-YOI6k_h&Ua&9v!E~HB_ zwLyfDdl?PTq$Bq-iepHB>}R|al>WGv@lH?rW1nPjuyC(|(*Zo>_Od;9XyM z*~njIA~6dXd_^#UaEIqjrD?D3rNd$nR*)9T!vh6yJ%5!6sW6ca5RAPtEvP{4`KwGw z)er}vglI5l$pz^^lEqI%{UBvDf0YTT6wqM^PhU!!vK)rbUu8l%X-xIVp9Kf8qT`h2;OlX~Mja*}Rorhm?5>gojdX{>$Tn(E1!8{KVL2O^sd^2#^WyM`0L5Cc z*JQ}_#~gNBIp-6)SK$eO1)7or+JES<_mp%XG0TDc83(&<+;BO7@Ly~SO=t?;D&d*r z7t3KcfstFdbTsU*9Q^#7huMw5KxkQ@=w^V`crbVmajUX+ZWYeRwIYCUEeHWALHjac z{EN{2sRo02l!Xrd0{)MV{2)Tqch79>t-5B-OFoc#G5!C~VIS4%?Bmy->}2^6H|EGJ ztPT#sD9)#VT$f+6Sn3(noYl4M5r^FkXOUy?Y0@+gA<~L-5->X&_K@7o%pOJQ2R9F> zqEbpzT-;II*3DaS1V>MQK0FDFgel{XUdrBCy^V@o>If~5Vak8I_3(_8m~ZIX;(=@t zWMGRRlni&CDsIWTk`i}FzH!+&i1#Ft8M^TvqU0DN@gPuB?u6)zCLkW*(Dx`m219AS#%XZ;zsU?T=No zvJ&O{bp4x=yHP``I7nBNk zE-qaHTAqUmcJN$?@&s>V2hW8_ng~zq;JFYfr7^A@JeNdjold%) zZq(al?bIpPp5&836|x|Ed+Hu2yBJVJ>M+UYn(R#=rO{X_P~>U+_+}`v;SS%1Zi&P3 z{yvo~>8BlbzN{q`p0jp9Klk!CS5d(5j~w=1m=$Lsn!(dTnjaDW_k=&@JH9)iFePLyKvAju3WqPqZ^P@7oSf1$dRmR?8&gG@p zmnfXUTjo^hf?Ycu86_GTx)nK)ipKRS8kZEZ_9_yZRwtaYEtic|=lQW8sVMwZXVHa- z`5{Y0#?bYk0w#~26`CbI<&^yVaN+mTbdRy*b=1BJEB%( zpE3)d;&GUMwPYqp%hsp^DgDGHY`=;Hj_#{i`>qOa&#txR-nG)-mrQ=AA4?gHJaTJr zO`u%-mXkJqLaZWh1jk>{N`Y6J_Z$l=q*iM@i_%Mt&52nZH#E@S;E z2emLWZm9QJ2HiIhO2(MzeU>7`IArtuWAa;rmYz^hgkT3-UN+U(y!BT>)%uLq*u3=@ zH6=Zf0;YnQns={l_p@m&z0ctJp4~ot{LN~$z0aVm5cnbS3p#qAK>?@6QbUh2?7ODq zC6)Np(fbUUY_ClUEhs-;Hsj4#K$z)$CXoUO0VzTIa-#m< zYOw2zL)QxeDS_(uM!Nf+A=@B2?0!+y{sRtsS@EfJ*V9kIdQ5Wxu89>(YLUIoVXr8z zoM>%&(QB~r+Qg+Qn{v1T{Fn8H&Y8FMHpCS8z;i)IA{5;)!4#wjF=GmPWiSO$gy2-^ zFB51Va*WNpZ#QzR1u@6wy$s9{HgC(Bp>G^v^avf!J8}&8yBZxH$DIJTMSABs3vl2x z1anRCO*%k%DB#qNY9JA?@AeISmt>`NkOF#tm0CiGV1O$4Y~qc@hB`8Cj+j5}~&=Bm$zQ=+b~aZZLR7 zF+w6B(-W+n5fT9zIN^-UkO;`A(g4B?i6D_eBoRmnVar4!EI`ty8jPNk&KGGxBFv6F ze*t@G_-HMB9&jVL+viA7U)<#3ZD4L*ir!rQvB7Qug5?Jtrt*1mSa>MpIISBUcZLKH zGLYb}HQ1|x99av4&Xzl3KEun;?wr{?e*D@qyA%Geb|*V~;|b+LO1gvt-hk+Rp^w%8r zR(f5aH2Z=bZRF25Kx)U<$pMMJwaKmpJ4yBC1q~p-e2u&W3Tnra)B*T>FN#K-4bn(TaxJ)YE%*oS>>1SnHxFT4iU+d<8xWqq!5Y{Q&#f`F%FAcWObp> zo5H9hg4gS{EyuTv&D(OY%hScej5<5 z3u=y>sz?Zw5|+PEY8S4d{DrEZk?t@Y)kf{9psMup7pmHeL#*2KF;#_->@^wSN-uw* zDj;;PHts7q7OSEBg{rc!)kOY`1G6@6xEwHT-trf!3goep=O-{*YWWM*k&$Ie$y}{P zFX_DHFI3euyF2te1kKHrxtca$fEvQ`7u^vxb2V)=7>x+lj+(iuI&i`nkuz6SN0kN; ze+&CN?bsCY4b-ty_AMB+6m zYn*QhLF8+;CzFl!t@ZJ(0hY{R<-lZ}Sm4Pg1MD^nTNeEPFIg;g2uAx^eN!KC*xhgz zQu5Y_rg;d#-vwEnb8C;H^uwPdlMR!T?NOBFB^~Thl;t%b9=(*kvw9m9xw#&Sz~_2- zlC+_LD+)ak;=kQ`ct%PRz|ghD1KA=--xfhgj-hAEEG|~hIJLeJa>1yv5f zUaG@8g!`FAJD`tnUN(UVZf(2`xht%xus9K(xV4ON$&Ij0={AbYky{f5@>x!r&laAG zm$45p$2nsU154qtrWHI_iqtcnE32buHDEiGna3o&n9xO@OQ2pcMd`0hLrO;OC+Tfw z&yKSE-H$zrvizY?H9QwQdJ)fs7e_zXJQvi3;29}FPbEAToYB++RYA;Pf^=*Vgjh?c z0{#+H=fz4y%f@r@T>xRP)EgTQJZ;2_ktrZJ>hvv-uhh!c7M=^4ShO|>&vhVHr%pT< zvOIAhNw@=B!E+%(OAbpNcrIi{Fz6CWI@E9}>cMj%i-Bz~N4tp=miijBvhbf8-jOxg4Cci4Z^xGHpat-ZeoxuO0MbngW*d<|<1BU^cYF@k`pZrB z<}&Uw(5461-%*03{-h=65ZMMPq;#(ik1wCNgzZljtx?b)@~+`Cr#`;y7; zbc-#ck$txY*96MNZ#ik>CmaU5LK=Z#7PJ!gN&`SCRckzp-kd+tWUJ<^exRmKoK`jV z2&jtnrySJ6%($WMXpnVCUNS~);R%3=?r14OjQNve9$*iS$!`r>x@AETf*ovm*;Hfm z)?Wox>oZzo^VVO~lvE87mkxAf}{yHhLTlznv-bBP6T(MWeRzR@83 zhJjpDZfKxVIn-2lG(=F@wckeVsc<`nx}zc5i&Hm3W}gLnO-9Wa>W+qJ3A$H-Q?x)+ z@;j2L?r4azFw24bS#Ys~&&w@PV-99SOLsIxfjm|k_7lv9k?v^7$jCCKFdKt9FdJIB zqakXF?hYg51s%OR8Xqu-6y~+oqR|FMx}zb}6Re$)?r6xs31?)cI~p>oG=MPE9Zezy z5&}{p{^jHazSUsY7YDZ&ae4yx9}abQMnkqibl68las3ZC>}AEL9=M(qG{`ht;F?&m zq!!uR9QKOh%9*VV=YK8#-oLnp?b&U8Q8|)S`=rBbZybM@a@Zjr4 z#|@F-u9txXf33k@4dlprTY}D(J7UlB@Ioirh^t9XFF^5Ex%?9kd|veSA&>-p!8 zZmn&uA3c8bXmpF=_lKkV>>;sArasZ4p)kbN4h^YbtnYBx&A{>KQ&H?D%L_q*PE3_- z8X1uKa}Il>F;xIG!LvghaAxMc zzB=s$3Tnra)B*T>Y;}uOzREY-4bn(TaxJ)s#xlCF;XwAA?YN|dPU=k zKqcvY<8lI(Uv9APFL+QF*koWSJ4swp`{_>t6zWjq#~t>fj0pzfr+^gMKlS^*du7G| zGZW@{uFkjNn$|6;SoQ}ErZ}D9yb(%}%bcw#u4D>`0J2WAcEFK&!t$Rq*pGk($~J;i z<1;?jmBY`T@R$$cJk*iK)70axp8+_3vBACv%n^n?DKiQ-zvZ8MlAx$A$Ug+F zP_)92q{;b~lLNHL>8As~+OsZ3V5w+dV3Iz_$LxDSsKyHge3=x9Vn+Wfa3Lv-qv~>Eg z2vjp|Sk9va1!VTE4m%A(g*-t@nhp>wwlXcKps#<`U~kZ{*P>$bNy_z~vaTDkG%yxe7Hcg}1cKhC$??qqFia_ov3Cx2P% zndgt5Tie(RNcqk_EB5`4+V^|=>?c@1UH;i&5N}LL2Kzy%*Y!8;t#3`vtZkg!3>);uEJ4aif^oR;F6{OC1{sG?bXI@d z|GiOcC#LncEoNT&Zo%Ir?Kmqso3yU9#iZ&LoDE3eFFur z9cIVjVO>N5Dd&F{&x|}2NhU=|t`YlGa3c?j{jN7E_B-CPw9sbgd&Pd&?H2o8zfgEN;nqJi*cv>AYJM3;K#0Ui1YJtJbc$uwhEsU_!s zZ?Lf*Iii_kkZ=WaS3!gSR4n=@B3NiR2A4e!1PiFB`GrnI*imYBAQR8Y=8t-^(-V{? z3Byhy>Dv56<;d^59rh+Yn;AP)$e(f0w}REqf%pDrr|`80v{Eczv2M{TXs@6j?}A5S zsn@uNp25Bs?lUZCgH|Gn+k6DpB}9S3GqZw5OgP^{fz5&+PFP2`41eRAcjtv;o1)vg zJ1Tr4y2GN<7LBNWtHA~;M??T=N4+FSOFL*q#sA+LMF84CN^~Ko zM@s3@V$pojTL-Yltl*lYloKtYU9ZrZczV_(r95c0Yw~+dHcUU}D3K94!8y0Nxpw>N z*(uNA7Bv|~)@9%q`c=2kuX=@kRrKU^lRHlR9;|T0c;OJpOAS(zZHpYS(##$*k6}t) zZM8?N*qZQ%Q_HrT&P*HpMMyS(jr ztj9~1W(&eGAP&h2>=&;g3nrfQq>4YJew3JUemSF>dJMk&0jo2A@KyBo5JxnW!tLcZD8XSjYU-ES5!{ycb4auEb`V1=9lobffQntWg(P7 z>1iRNkr5HvJA8Mj)YiLTehDH+G;=J!q=LB{%r8MEA7@a7Y~Lbj7swcrg*K31f(QW3 zx|XaVWE{yvjpUaoihzj4^GhmNZQc1L$o#$DpxsM6B`lI(f_xZJV#+JRL18xCj{Fj2 z@=`6bAQ6V|a%ehKnXslO?dUm_Ua6gmY*%N0PJAtueDU?Ojm&SPH6_TNiktmUlA2_H zt00co`p&TC`rb@;t6S@9JL|iX&MAdV0(^61OFGK@Ctf=_8I^5uC9hU;C4031$#RR# z>#Uvh_)+JZ!c%;q$sg7|)X4f)O0rVcQt^6r5CKj+Z10C|gg;^Bkow~I-M-?%M3|3> zxN2;=(HR@baMjqq57gtk5O@Xupp$Q90su8!nI{@-3!K=*tUXQz#j+!(?{{ba;3PlL zvA^PPd4s>WW_vQ(Sl?P7-x~Zq{}V3hxf5J#vy~QKnaUm=wk3}aU&sE3EXf1iDLy*o zkBe`XKf(@F5lkkWOYmRwkRljIe0qvLVxGPYl|E(47)P|9=s4VZ(&i%?RwLu^qQt6C zr+Ie9Sl77&v+02@IbYRnHlzrT($YFK_LqohM}KS68ar=$lF z3`eK!l75}^FpN0A6emrP&>K-WTA_HuCaRc*>F zLgTF!u--?I4dO>Pie%@ZoeSGmlC4f?=T=6Y9%YwvMv1UOeuwmHpY-c4<=5Vj@@t=_ zbCTVqN$w3O^QQhf=`qxAi+4GB`z2NkyI|H)nPT)r%ER8@HDTh<0hTn)g>=D%yO8+EQcjFBr_Z8;0| zL5JO@bK2PPL;fs?vUWiZM(Qse;tj6bN$^rtsoIs+d6b{r;Fe8_13D1FOe<*h zU!TEV0rsLKdW5Dn3Lvrf(Bz=hHESF4mSLB#Si;u2<@vL`jYQ?MkOUCK_=LhP~~-2R3K5fJ+qzZY z=hdg~sto7#DVq|SNcMo@B>SyrFCOOIuyuBAe5;bUT~O97>z)u)Hwt&r2OI1qSw=cC z#XNPOWa)Uh?mZx#Li`^4Cy;AVL_mdLCTD-lz!VmiA_PZ!SsmrSCD!f{4nckyxOM2I zWLOhW56!rnxv8h5V-u#X8Im(M^^}L&gsInM)zd0-5~i+s)&KYiI|=NdhO-{o^#O{} zs=EcZ8XHaW(4LUEra_@o<7w){LsK87aXzNR;srMe=Z|K3mIp9y%mcySbl6WffQ^ZT z53~By#SRI)+o#_Jg~031vSdO~t?5$+9)~HkQ2L+pcjs1)5!1AXfzVd!PX(aaP41p*zG0h2|(VymAaC{;k?ACw#S3g9Xd9Evbj0Hn0;Wg{SHj6z2sIxlIf6QTT zhttTj|1{~E2Nh{WC@TXP1cJyOU8NPeyr?Vi1eWisv_hH}b%p3ke>T2mko`Yi%6`TI zdlk7@yp9fhijl{lF33;Bp}RHll$21Ar*2#0k!+EK7jLyhCqq(VJ;&^AnFlE$=pu8` z;yF&|_p?%17E%5Oo9t82ZpUNCl*e$fe*&{aVt=LZA~zo8r(yL%+I(L?Q$K0z91svQ zWJY`yX5<%}?9;Z+OagoyjP+4rUhZzPkJ`FGaX?JCBiHf3$f%v4ZLq0=lLUV$^#}OCC_!c&gzZGd(#s*g z9%2^l0$wZq*j487UX>jY~ciei!DsDYvUbl`HDGDOAyyT!Y+}Nxl)VvN93^j$9 zwsvr1DPqsKv0g@Hn~L}zC^U~z(s~^%J%@qmDy5SGL06hN42$-a^{$lY>dpw?-0L5u$3iF-)VRB2pK*vD$KD zd@rbTW0r!J$Q%&RHRQ&6wc^H*naQ}Z1F=4};>M5#igRO@(lLnCk^@r}EaAow^$C8*5^f9;H4&>=!i^zfN@HG2xG{;?Vv-@L zT=epCWA8jvYD1SH?>jZ?559Kllxt7^%BWq5Fvu34x(X7!39FXAm|eEIy*D|#H(A|1 zy>@nexAi=B`SIuQdMJ%n^T-{G^y2@s$#w`2sq-ZiMQ$gtAY2@lCEj-9C&V&vCPm2+=_N(-ku6@3l$H z@wDYlZ;+7~@IJACx6bs%6jgHb>gn$$LxbyuH?q~K#`;Dy)u~2*51RwCYphQe`8&qW z8+3swwq_RM@N!aEXP`=bvTLbhBL%*m3)>WwZ|P+S(hUn{B9T7}Y$j~mRfmPh z!Fm5_lf9*sI}Wt%98&4{iRYgszpc`;JL*Ac|IQ`s-&eB8(Onj6QdZ^F+O^m4yLLMN zvbpp0(y!Bpa%#P z)sJ)Z=AIhCE(oRU0m_MmJdJwcE>qpzvWPibEb@I?Nb5r-UPhIo#U2{{{Uwu_GPiJoG`iX7LtFEWJ8$9dL z-2{ItTXlCgC@lntNK^`c%lgBFXkZbW2mdus37#5HQy(@aF{v0Sr)LZ)l9ZWBGd;`5 zIsK-o?r!`XL*y&Ez>4X}0@!$`UVM6SaG^{H_!+*_9I0?d#=5&nw1;s*R_afM^D))k z4bfkm(h*+b*|6Val#QwGZit?s!?kj6$r%@8-Q5s%VFm>GGtQ`3x#@B+CVINNAu8nY zQ@5R9M9g$|Lxx6HD&-O1s2+@mp6+glrlMQJ0C|_Ep}QL&F%eTo!}ZK`cS9y9*gZ4d z-H?$Jp2<*mH)Pl-976*NL*3mZVjxi=1wC5cM{57Q!G2K7B{#tbbUVq1DH=MvA)6sO z_Jbt!rw$!|*kLaxOg?Z$DX@@n8o@QPYDq=1cR1|(2>OZEXB2TB%|IwW9k5)3V`4~@#-M~E1yrh#f*SD{6%eU|Cbf4Q0Od}Hq zW127uF+%`9aBLFZSjrz`^C6SW5RJ)`M)N1(MS2?05C;*B{6Kn7L3#-u=dFFtsdM&T zwRTnQy{h)EeNT^Mg}L_GwQ5z>s#U+=`q-MrY=v{qc~O=jS~fQK#WM8JRfaDX#Siqt zGUQ0HJ!2V$ok~~+EJJd-+*dT@fj)TuIAR&7sZZ8}Wgw$H^TOAE29zmuu(lZNmoHxRsj2v6egI)YCJKQ{l2*V)vq)O;MnDjfO6^g2 zL6G{ZlYk)fmx6hqKkzH&u{L+?OmCk~FUBG4w>k(2LQm+z9R#VXng|F&U6cVK{+3vj z5I0@r1O%Z%@Sg_b3J3^dXkw*k0%F)%Cjx@dlzdQ7DHT57FMbFJVuFg@^Fu%oBWG?V zPXq)ptk$9ML_lc7AiP4>3uVm`7FI6(i!I?G3?5c$ML@{IkCGA`kPyU%kc0KI*tv;> zSSjG2TH;>?I(jf!ZR2^5-+>qSanFDsKi?8>MS>Xf70CI*)jSNo%97LB246VI z>1^HCLgGO%3LW5dw(eVBIgU90Pe;WmC+Ak$&=Cp$db=Lt%Iq%3HGnX5ht|>Iw+0Ts z#VQ^INT@pvv05bY%*i?;x{pP|0Wl-J0c#9*q`(_EW3mK2lqUuCY@eaFz2g?B?GtJ( zPlvK;o>igf$Of6c8j1IytH_~}(obHc=1e^sM+d+DekAVmrwoidD0#5;C`6C3J`;%# zJIE3#a>9vI53p(=+ou4K`tXLh3+*QB*BQ3Q@IV{&GuUY$tI`a(^xt16-r;H~q|ZGe zLbM%w^>LNfD6Z-rQ0iUDy^{2Qnr+bS%O*rq$v5MM#}<)ddmbJ;Fu-kPt_%}E7_ZLk5SB|d%Wo^N4t?}2zoUv7} zF&9y?d25Sb^!X141?gZ%E!xUNATP5r9Yd>j>Mo*WZ6%f3BcfzSLF&&2i*-<@!&ZN3 zU{=8)L)dRRnASm=4qH9p3)g)Fwyh+Zv#CdLU6kqI2uTPIaBh&Bt^l}OxJ-ww3c-Jx z3^PbCyG)1e(8NmRM9DU!*LLAD9k!a1?}`C|0T+vs%^NXst(K+l>#E+7-9aig5@S|jlilM^Dtcrc>1|zRr`odANc`K!2%A+i%Tr5g9Zy0{$8T0403Gay~Lhf8?@Zc4mtIJ)WtUvwfMT?JpI z;wv|Zj|E__s*y$$j2LOm%66ICP9o46Qy?&wP!;@MD_gEGm)-x81pS7d48LKWbq9y}th;#I2# zbi!9Z;7*-v$(O^hotlyJ@JAw~T|i|^1cfxj&AE5@&2lU8RpMs)yfM2`xG(KWSDkoB zaS);PB?p7y#^4#70Fz6?AG?~$Lo5t#EJy4GH)iUwS`#jhg$5s`8+`4XfOO@)a*pHb zDgo&#_&lS4bQOGJQcc_#wpR;o4B{oIoR-7RjbUvlHzmgts)-xJbDG^qwJ=hYB!gfi z;nq5;gBznX%F2zo#*J+r*^KVLVyY7vAU6hk0Rv?DPr5)sOJWWL=sM3DvTE)d3^zv1 zOs)>ajU9^hX%sg`EKr&oQ&MxnK=}!&H3y~<+!!$>?1mkR)6o!aj93n8hY^1RZtPH; zn((^Y~KWzWNZjl{pj5q9ZScOR<0$XkMqmT}Rr|D!zT9tlaz zd0@cE)E52IYTruO@7G9cTW3N8;0=C>p)h)h=O8P_~{Ef28s<1o?)AGLgjJ z5}S$hLz}P=1vu~LHpKfY@v5+G2ghpA&D1ijIJe5l?r283=d;&~57x5C@-0hcc-Hx} zj>9$lahR8X)!cdh>C}GZ;@uu^fJ9M)G$rdV)u@&|z}fMbr?F2?@YVkf^Az~;p)|?x(*G?-itSnP z+)=NR{%=@@WFH4#-_=bMG-B#Q_vKn0r|iatqVJsHjjwt>Z+^3?y07*^|0c2hE5kO%tU{Uh8U($v)5w_I^W019TXp+n~ax_x^R5(L=^MQx~-fL5Lm>SU3I|| zP#+%q`tXFKNH+uoG2bz(9Ubp3S|0*p<%M}8AYg6tAawPqSrIlz$V4Gfv$U2$tpo%i zsSYm)Qh#+45QP5HFi%CGIw6H-zturN5E9}GS4oNTLqHIcXmnK*0bwa5Avh2aL2kOr z2?#=k;6IH=6%Y`_(8NmR5D)`yfOC@w2trfxK|v*5_ z5X7)rhr$y9p%H`d3Ry3d5%<8dDMwZ;Ri|L4`^u$%u_YV?%EL;n2#Ceuhd>wCBm}V` zmX;=qotq-uR|@#2mbjM>P0a9!jvh=_BY*DkJMaQO9vSfC=Ud{fNDyOI3pro7nkT{6 zVRAa#;7cnxovr(7NjwNfp#z-G)_rp<#|*%KIx0>%Ik(ba_sB4GZ`VUyncd~M2GDfL zp>=flt-ix=vC0bp66#JvtR_l4bFz+z?qiW~K+H&Qz#hX@;0>HpS%MzQlY)A-&rsXZ zaf`6=C)8@64rS9ls{+xH4KjN*67NA*kwYb=pS(&yMm-xx2fzM)B<}O441_$46*Rvd zh3GNXXCm=o2U#LTPB?Mu0aguU`xF3DAKnmmq1|NtI>Yw3Giipd0W@C@^B2c!Nle!Xdkg+YT}5l-{gU9DbLyW*QI zVLKyW8?T?IJ021);IOZ*yICJUoDvqjsN`v&k@d5vIPh&|Ny zJluI=fUCdL61Me-@toiobb_z4!JJ=CMue@(Fo%(}f8hoHP0-O}&M$a^fjK|-l!D{+ z`}%d}teqU2BAwm|2{hXqkpE~=(3TQ}cmB8p!ZR-iV%6CFp-7zL zI7@k2APU8U2lFv|$#keXx*kHFmY>8iWsfaXMtAvAAHE|t2`}ZyJ z8!jh|5!u>STaUp$T8hXhcKnDV37~6jyPyEf`g|mQ32h1mX3f_HJS@7M46us(#1wiR zVcSBeH7D@2Aq}p-{W9^U^4eawkVy=>&Bi=&za0ZieU ztEt>2ej3f>T^BBGoxiZVbGifJpo!t_Z{9ffu3(2l4> zTe}B4$4(yWo@ieYx0^pVP(Jta#pgh(`>%-KYni{1gSDEc5}W^%tR}@jSco&){AY7R zd9cvknZ2E@i#wO5-Lo-oqnPC#nE#Vuc1kvz;stV&Tk#;>`l*Y?aup_F0^vGo%vTb z9jb@zUPoEz*DMzL*3Da13q9T0yR?7tb?w(*Ii6RP>um-$1tf=^)$1w)k~^z=MciY6 ztKox-t5HE1V4R-aIIx3xMb zzcRW{&fxMjfS>fr3$`fvWgKdIMt+S=y~mB@LjFLonfj%w+Gs!7GjW}UUuSO^!JJ>t z9j%91^%9x_FATqSI=?}w`ZRh8Lt4K{kMzGbk<;2=4@?DQw7>3|h%4={2PU#m`)j7%Wl7#Mk%fB6 znZM3jRMTTIN%Wk*NlMUOnR#I6EFZN}yoI8yhjv^F3{KJ+z<01nXDC5?X{C``plGk! z^x%p1(kfy_dkxx3i-f8+K;~(%w{VOKToKYroF};Ljr+znB-x^^8+w|nTIVIX)mpu z(t)Iks_4u5WZ3FYV_uwze?srTw(_J}XRnSq-HI`?Gvn z@Xqv1wpOUboi~xl#t*PO`d-0$;wumDFI!@Q5b_Mv-pL5Q!rEcZ(04FXtVBU?6C)wS6 z)tubB^W3HByY?<@ZQo}l?yytrozPmo6CO3C2Eat;Yn(WGRZCZ*5IV@K;aZZF0s;ne z57>e$X{JRBp>w2IfTQe&tfgdt-3#r2ZeHy|(AcHv#e?lB3o~(xyBVv2m!5j5cyt&o zXI~|@z%3-_Z|bG$-RP&@lvU3OUSoh%@8q>%)CtALbb-Z(=cx2Wxj69>DnLm7X)Vh|QC)0{<`Z0dHISfn|!F z+ny2pW{|H=H@$*C2 zZ#r1JM7Pzldcyauk`f()uJmYlnQp6P)kPT);%|VI2f67Apy35rewgb;NxhH{_;dIfA1&m>Ve=Nru5l!iuVg*z{1=mKP1g zy8zaYws>?yJdMqE%7d@e$;Uu~d{?UvS_J`oD%3epxY&#qvFZW)`3>>qP-iArhoVsq z#roLLE)Q*pKMr+)(rB2%Jv8ya=y;vq+YtXQ)P=x+sFLW?#Kq7PM_<|y&xX1jlu0K3 z21L`LI5h=`sRxgUt9aFlJdx6l!yNc~NKYqd7~p&O z>hBCYP(nS;WF3a>#Ei7Bi1~U6dblyX#Iq}@7AA+1q#KMRyc$CFaATB4dHmEhZfsVP`M7NWTrk`iYy}LE zN%lqM#sUQ`i8&CU>#QRSJOC_8Qw76~5i^skLvdq=VtpFLjS&l!=Ejup(J<&3LTb%{ z(Q#uR-+*f1Aq4UgQ&JF%K&fLwbj@lsgdDS+6fw~RrNPir6OT>!<{bzjK;fovq_i}ugB%0#GC1@SYKR+j@dUz- z5lfx%Rsvzi2r;!@Zy@ZLMr`6K#e#&^l^y%&kxIL{bhf#yq5Rc`xQJdJ{sM~Rt&`agdzB5JXt@_xIUY1Js%2Hb5{VB~rdB1}rZdQ9 z&(^TPvbj&zr{UX?_*AtI@x&{e_sh!oXUeNv0i_-ZNzR0)f*0rHxc*)JX|-joOJkFx z%jDR5Xe7e}>yf<{wW+2Td=HxXRO6w2&0*O!!N-dHy%6_%yaID4a{?8`*n%UtaHxVoxE@WUQh({*Cjn@s7dogU7jfhoh96* z;zkNJ@^~mRQ+WI=9d%+uxxW}yo$a`~2lKQ~QS6P>zYV4S{YZQ=l&zEorIn1vCTw^e zW&VRmd?pk{E06U?Zg2h5{gKMc5ae4H%0?1@O8^N>fj42>7ofbK+Ys-sAwR$|0fY!uv4{bf(JOXqeE&crp_(UNcKr#8g9J?bveQ#Z}f`^z+{Wec#* zE8=OanZ(aV;xbw@UIOyUq9*?V>f)(7f%z2vZhjH3p94C$w;&ABqyES zutsOr(?tU|>cie7=G7u~(%FrgFR$S<&-Sbz=j5%k8!RmbzU1>&<&+f1%TMVS(+5BlFe%sTN2=6n@$b_jZJ>%l7wHvXoC<{XT?L?=l{)?6}Cd@ckxdM!do7QfG zc;G(`h8afW52~`N#7faQe3MQy7>@^zx@hf2ERuXS^oX=P2d&*;#0)AThwH@k89qO~ z-3Z-g?j}#Y-H2hOLq@t3o_f1!#31}a)?05~`GS9FiFYDrp-5oo$_35v0fTWiGsQt) zH)1cyW8W)@_kS)Dw=w3P+(bFBkarp(_OfVMJ&K1T@n(j8Ri^hH?^;%|WW2f6DiryvLwf&(?`S3p4!LlY~NLqTu> z&5Fthe#i+0L1;=oDX63h2NVR1NKz0ZKNJKpLDlg2p&*E%Gk23G3W69`>r!~4AT(kS zej(2(W|D@z3HJlMD6i5^{fjN(AQT=}YQ;e;PJa*OB{<+Ahz+qcHCg=pxb>^%fk>P~ zFS!yy?6bEXe(5PzLdluE$M47s40&L{ke_dfw<1A|JQO)$xSYqqms)Z<+u*AwIi0PC zf=E0R22%n~XX~N;m0K3z*`wl=lXELAc8`oS_jW(T)frxvb1;e>nn#D<>NxxsuYyqD zp(H$PlxI&4Ph7dR|MOTR4v-OH_&@eIu7Ysjyh(>rP%rlxayvL~5j_5cTG7*?Y`TY4 zAUd)^XRk)$J^r>)`q8UkjP-0B9R&M{NbLGkhVraXvI^?ah#qHsCK4ZZ5G*X;9oW!N zN1XT@K&yf5p8{a&!yDo*w4JQqXIM}0M4PlT_-P=k!o*K1f=r*fPQ1g_Qb@0RKm=+# z_Uq$H%~4#{O`w$9tmv5S_uNW>V(O8J{doA%RWzVdNYL2qe)$Xl9Ss>Fvm@MF{ zi;LxSd(N>y*?tqM3Hj+LNsk*QTSSZn#5poRoP`4>tz_s7yY1jHF@IAJ9w75K^}`n& zZN1@x503tw>qRk=*=p+2Tbqy=smlw79W84$AN-2!@=BijG~uftYflm#LF z28eEuyRHDfTex0_tqQ?^>U1+;FS}lc?a;(ZU|HK?wJrreShlDbgkN|KN#25TVw=T$`u|ZhRyJ>;6jZt2 z%c9D~VrBD&!S95nr9lw$&nuM}ZV{U&Up1@55FNd3S%~3F&kCqy!8eoa9=FAIcrdpt7(2S5f^&g zl&g~E3XbAnuB2cj83ZE<@1E!fGmmS9KKA$S+CRIqE5kG1a_8-*`lmaC+#rovk&%*a z{-X}sAZ86^c{d+FVdTqNebOo*;8XbSNlTF^a~bTi(q`&E*}m*+4iq#ti$=Fkahu;F%cBh z5I5-J;kV7L#9N7*>Gj6!p5eZ4qKi{`Q;B%8|V#lz(lI$2= z{r#}BV^|vsEW>MZS`RyhCpEj0YT3R;3#df0I@mD~FM~rbp@u-%F+zRn#S;iSM#!4+Rsvzi2r;!@Zy@ZLMr@TG<3U2} z%8q^Xh}bJsgpEUcCRVU3J0EYIJsSrU!7`{t7-EOdt_l{@ixP>B+cKqpwIME6wio2B zGfD43X-;+O%#1nOSrq&dEN1;X@4@G7QkDpQQR*mgnjH=FeT-}3t+9xRX zX6oODQvZG=J{ihZN`unM^RWpVUPqb#AQGPmMbXM*T`76h1a0dn@kc5zM38S;C>u%q z4JhzNZufJ?u6+Fs9CX5a7T^WSthDxJDSD(ty!t3 zHpII2F?LV0^A#cRBDfXfkM8*-h&?H*Lp0S?QM z?Bn1Iyt-+FMoryAy;ir`yZ)x`q5LYZTqCj?!r#i`E! zi=i?3z*VA^I|>@G-6FCPqiJaa#z!8#4?NO{zkovP>g?x2@BlMRheH0oZ zg#D%?b$oSzBlM(PxJuS<2+GoPGTu7C5&EJm2=TY%@rTn6Lr`P^PQ^_JI6{TsKaB?& z&csg#IAUmGrE;?T2F>6^+;o5=G$kJv6F(i`V8jF(U)F<@!;SoOfFmZT8a_WA;E16! zcax_MaKx}$m%>vAIE@&DU&wk3tSh7N4=wRd1}eT{s4|Sfc$8%f9CUvp_JTb2lalY5 z&qd-k#@v&eCns@o*&G%+Swbc_7IB`gtDH_SQ6JE1Y%85u$kfwMw7B zpAa{nylK`aaO3C$t!1M?Uql4tgl29se6K(cRa7U$3lWhc#)60#RYF8y8Q^$LJk&ho zfj(#hIfA6Ase5Qh=oXT8gT_-+UlaO?ntJf`(+fw1gBH$s>hh|f6MmdrLh)sEmGLrC z7mg2}h-$xC_mvX{0?RlvtS*QG>cdW;e(J+K?w$f zz&S!D3WAy?wv1|}AP7lyctMc*tCNBt^p}QtlxQSBU@#$tX1~=zK@buuH*Q7z79om8 zSv64*mO>JO0|gP}uB)7aAXL~H_8=!l%s~w(#&jn3LqQNj6DyTNL5!L~L44?_Z~zVx znvzcnD(%AO3&sxxK}=9Je10ehV(84>77%Bz9d!rmS3c}i{f3YPT z1k1xptvCpI`rY#o#D)LOK~U z17t)>urtyfu*Y!~gac<*I+TKXxzCW>$#IJ=Ku@SOKOM@ZdsqdcBO7$~Y9!v{ZyTi_ zy-JvKJsU>{!G0nVyZ)4+fDeIe6FtuQOe8++pxjZOp`ngA@i%~01KB?Xz|@B~#9e4R zS-;P)L53$8Wm({NLW=q)4Xw*x`QCp}BRLwf9DAv`q6OJr{ zrN7rwVgxOW;>@eszT7tf*oyCju_5+Y3Gj5H+vyk}>+iILZCzqKspK34Uv7grzns(v zTa{rVBWVNU7P@54FL;uHH@}_-TEXr5{l#_W^qm}|BHi8r2{zkXlT+!uU+`>&WBg=pz0JXi{_Tb*eP zEJz$vjm%J-h7zoI{#%1L!c?AGMU=H`atPDhn;-Q1)O|v)1FVkCtLH@^?IS{)oRNK7CyZDFC%T zABkT=$3THv^K}7Fi{2;$uD%z2jJ3rGwbB8oP=?rc7U1gRqYK`CpLrQ)U)slSRZ@MA zi0I@?#CKjM-h>oXK-xF*3e|9HV`r-R@iwJEh0zD&xF*F_)V*U%8qKj04m89d&ta z=hIWhdCg*+TQ_f6jRP%kFYRA^UFY>za&7oOH>^%y8R_MVk!BATVOrgR@_TZ1LF=Y3 z4eh?vHh*d4>`P<2FImiPV)v!)74cw8zhuztoNP6#KZTRn@b9z7-z-H={R#ajV}lgq zqEh6Pg3wDbGDtB(Qal%l|2fyhfiYfsI9r$BbLPVS{%-edT-vbfWgB!2|GsDV_kI1p z?+*?Ceqi|b{jBb60FSo;=1Eix1 z72Q@Xpx?E3VQc$7y%>XnG*VJ?XRa(8d7u_rAy(%wTWpd;&`xOGG+$Mf_b${A(vuRGb_o>(u)^^$f(v zBXPmWOsV5U{4F_Om7nJVoC8G0MZ+}pFgLX^*vSX5|7=E#G zd%n^V9b`7Cy`DnxJ10;H1|0uK{T`c{v*Ss^Rx|WZfC_c!i}Sx>YsWk zOfV0sj%}7ACookng~^jg*3>LTPWY%>DV~bVkQdZ4U*yJ|-+G@!K8=sfvEk_f?5=hy zBg4~YWWaYvrUfYh%gvuYSSWtZ=1_aZ%0Lz+iY;5%%yT9Hhcv zE}qTAfW#Yp9^Mu;KjO~mSUtDm_)7>t;D8U}L#4-rFX7TG-vMvSi*NhSQc z1Pn%uqnW1<7|c=vLMnj4s$XiyFc>j=xTv62NxC3x2^fs{E}_AkVB7L2LzOTXF~x;5 zGocC)7-2B@UglA;^o+{DV1#h$`7Hy35g*RjzA`Wv@lEYjQU(Uoj6qz}2KTT025l$| z2HH!(VBNwn7@_^;St;wTJ!uF(n&iBBierAU@h6IYvXc@|m}DKL)8VyP%EaV9qbH-u z|4qVz=UB)ui=RSpDA*%tb9TBjn#BcA>|-mx&@z21C*fE>^-=tbNWyG(11v*gLQl^U z?^hdkzSa7Z9$FRHK|hPWmzuHMpqWYq1`SPO!+%h4abC7uoM&2M56POH`xuVs&Tk#; z>`l*Y?SckC7mNSkbUX8}&d>kF8~3Nv-JQLi?fa5{5C3VRxl`~%2-xln`)xHqTNlvW z)&w-a%}`1MBu@rZBelu6WQe!DN8zXxRV=oFn!M15V)r=moE!%tgn8qraoXfK5FO1M z$1P^Q#-tw3$Wg$U;SaxQAl{7jWI^z%buZp`_0OH~HZOBmAnLHrq+dlJt2ea%$) zBwyLmMWZX9*!XsZYo6o_gWuOfQw8Y!PbIgMspg6H*Bw*U68*1DRZFzL?wV4awZCqg zYMy9+-R0?=cW_yfw|j<+T8d z3T;-^to2k&iJB+cc~j?)_!}@TwQYj}#EY@!iB=bI`FF<|{-tQm6Yb{-wdT+;rlxz^ zVUnj2&k;cHnB0(MW6cw-oYI9{#>L&esu``Xd6M~T=B+EgS-j>+=9~C(REbO!8}FBgG$DPO?iRn%jum>lAw_tjMKDO|_w6qH>L?w0ytPeKr!8(dkZ+Dd+dk z?(8nFov4#=DOPcYxIG6k76Q%tzx&R?ofjO{r3bor$w;#t$B`1h*?#meP18u?Nx7LF|7w{cdQL)yvn=$^9Ty< zd2(~`n^`_Q)z_c`Bz>qVnJ5Hi1~ywYPyBi$ezz(~rS>QwI!OK5fYg5yiJ}b-ZGC;b z`_hPt5-lIXe$!#we;SG3uIQ91&!QkVmmU)Tt4RDoRp*kjAjIDQE)R0o6@b#8*bu*l zHeosM2_H>xpa$72hY(kf2^m&|z<=ndQu*J_BFT3HRaOKyt0^~P2Az?^b>jLAUtG)G z6o=tb#3A^FEO*{i867-{6*NfLq;|7df|XPMVoTrv&T=PmMIgxIh$^T5rkDFb4pxvR zSt;O!NPN-l{hz{AEn@cP+X@g}9P_R?SBg*Yg^=Z*gVbG9|H3CD@ew?YA{)?=vcatw z29IwBq$>}AC=<=e5?mr6UFDQA;(*78R#zUP@_FDTj#~ff4dP<~*eiMMjYwqP+l?MK z<*H;kgQGZ@D=8RBhQUa}3b2PT^-$K97Z$|30oIVccyvQNjSY9&c`P0)lK!s7Wx@%f($bq)lMIjdy^F93`7qo3apUk-I~1ibv-DXO#JOcSM7Gt#A8!{pL+0! zxQbV;8rTWn{eV0{;pcSOuEVgMnn8d)E<)M`Ls{ba?o}#FP*_9Upo=GNhPM(o)9a0! z_>^K{LTgJ92E&gniiG7>rWq+Yw_)&OIdU)fF;iQ_ns^K>GZg5*~_$vpxdS zRZdq*4(H>R#|TJQ!DkZ%q^sc5k80w_u)UJ}7~P)Wu=8VB8wxJND_TgZCqwr&p^&ceM zPt1Y9UFZCmRm~O44qxdmmfzte#@<ctZXKSs!!@m2!i#|SaCUT+}$m_}^k zDRqq>+nP=)u)o39?Jw!sVZc)NaX2Di?hjROi|8P*~UvBhV11#2@SV#$6p zd}~8oWTZJ3izr^)JDpB?LsZ&qXwr)-9k0zS6JHh^`)VXUP}#C7iL{-bENyw|-0s1d zxP~28R&n2s#HVnWU3!zd54xX+*(Y7JGCrE(04bG99tla#MR0(rS^TFXfon{=3}VdD zWny1FbeG{F_Q+(5x>Pf02j7^cKGg&tK~kS;f)5z^kr4NLyaRJ=jr4KoPC>O^%5kVS z8_V?_#dX~%^$ZO5x~_qF&TPLfv6+?6S-W!$dHEkl(1jQo-l|+^dmdilM;;GFW(t%~ zs&;k^~ZHV`y%hnH~f{lA;IA~8YG|@z?MG_^ZKuvKhHm&IwHCkH{tETdJ=L&X&PI( z_0QCL_o4O7*PX6p53o)wqH65f zbzj}yOk^QszM?DxFWug9#Mqv7d+Uyl>)#V@`hH;Xza4H+2u>w%b*A)9nqPb@@7>b7t%A_J*a!7}1zVr#R{MhGm>tPZv$us1JLSm{*w8 zNw+s@z7w9)!TR+Y@=o5my}{aI@Jl{n)u3brZ~Ty3j5_~WP2ivNe9e&!Z{)4pn?`#S zFBGKyYJBrkh@Wn6#L&b_GnowYVmG>8nSABo`Y_0Fk*5` z<8-^u#80<3VuGsS^V98(7&>z|dFu8?3@aTn(xvd!?M)*F;TN*p`L*Q?{;?(A$$-6A z-g1T$=#I0TfP+qN#AaBUnX;Jw=OS?%WAe#el!FX;rxIc>tCm%ycsLSoX6Q$*&oV!8 zdutlA70x>61(}9uGdlXZbd~X9<`h*sg;BvB-J4XLF%tg5`xfQ8t7579sJ+0}>+0T~|2?L8uTMsD8f!5`q|-Sg9NmVzN#o1fePUq@YqOe7<1(kPyTK zRm10pgdm2_+)bWH2x3^ROW}!x(1@Xu5WL60nvoDIr~bv3a1ag;E43ma1MB*GDotQxq9TT9e-0JuE9eIu+_c{g)`T3T3D-y(*xIj)AF6Tk; z6_=dOHuxe+PG{?(E)oxgL7b9sI$IB|u-vi$&mI-0oSfT*5rqa3oAYX>XA;Y?zk4t} zx4##AyC34}3@-~Y8^sRIqr-1?9Da*eNT}~n5*{|nvnOj4TE6ms9*e{QG9o3|8R-t# zW`(9-z4?>(AKTkHzjN&5v19VF1Fwu@SHu%)VNZv$ z$+4*Du0V8TgU()!#C!a0qtv5!pyYqnvvG6~>?b0z>rWXNe1MJ|C?mEWjp%XKXCm=o z2k9bthK4%g#NU!LABMIHfT<5}h`Z2svVNaogA7l!VLOAL2C^#6fJ~pdPQ1g_Qb@16 zM}%rS_Uq$H%~4#{O`ufWtmv5S_ub8!kIKS5tzf$(hDyU{}kVQ4!TZ6Jdrh_n9 zz*iR+%jxzU%RIe(*@S9B4;18naKmJah>-vlaH;nU5NF|lNh=xPG93kviTRs)@Bo>= zsUN=JXzL9hd~o!G*B1hgkNN6T8xM|nl^aJQn-vQ{$A>}$cGR_hP< ze0`V)A{LF7wVp4Jd$@+H7Hmc5B3d?YZSkXCVu(sqL|*|r*wKr&G7;d*tYincY8IHQ zi;^9-l1l9n2yB@8v%zB>l#pk#-wo|GF`$uA5+S$Y)LMad3Z zeNh&K_*?S&!!OVf6j=b^EnKq0R)yd|jk_7NmtC^Mc4%Uy=xEs<7nrK3|90V$9k!a1 zFN+C*0~d>y%^NWxO>oJM-iRG7n>QSGPgKLlj+V6@I&(Miqh)P})w&e?XxXA-5Psn` zD7j33>B7;nc`K#h%HU~cN_iJ6+mSa6K8Z_HQw(HoEo(8n5Q#5xS=_9!Y072}KfiH* zI^Esb+u6P^L7@SVPR!S-6%u_q!F-LVw33SSg^=Z5z}Ti9vrk6iBX}BmD%gv%!L67C zkAMcGD-Vz<50AldvjOQU_yQCG=_>e&6<@tUd@KNawYc{BJrcVw7T=sTsL9ndznO>| zJ#NZX$#MoqaWGd>Fp>;{k%V_o^n;lPFTIbeg*B=5vGVgDb1+E!k154iv6=YyUT!=x7>OAss8EC7!nzGe(PXoZ+dQP7Yw_vIZ)`>EF#^i5$@+V z#Fs;znOq%;O*s_nW5d2Yw88IG>}%_#Au)x4XySp<(K{dC5Ko4BQWRKJN%v^tYUuf+ zFKvitLtPKbCKG=HzUfdLn*#jQgGay6pn!+mL2I_tz!iiHVrDgDOw0S<;AgPQ#bHo0W|k+a!p zE0KX=@MAf0FZeN2-_@G1c`P(|DV^Z!-~^;A4^?z{(awV`KQ02&Rq**n0qH9E1f`nz zF>J3SKSq~;KkWP%)`ogjvV5U>_%S@G*_Bian?p&`2}Tlb-J?3VPfDY_?5%73Si$U` zVE8fE3m7BIf7AtvTM~01aMyYEkX6IqVE8d&W^#2Xe(X@JPowxTVu8~9m=Z)91|vgA ztvN7_;Kzt5DSlX>^f4j2W;GhZk6BKNm?-dLhvL|T&yNvn1a5veTiz=SevA;6*g820 zVh!o(ToXS=s5aRJR0HTb_%RSK14J*ehCui+LVfDR69_*>$eQt10^!F9F|}TAApDp{ zY?UA5;md2wk6k??_6pTv<1n9z8SHLeKQC#%b@pr=P!P+Y7Ga1jKD#Se04GW&GPT}V z1sQ*9LtLzEGst^ql->{(@5Q*-c(7Wja(t<{Sy$c<%hklXsrGG==}}()8lN_LO%zdB4tXQBj|2Cf8JxBoN{g2)m{id<02t zy9R2wJ3ml7haLxv{78uVJ>G#iwr1huK#K&bk58?aavbW-#(vJ~(sIYnQkB<48PFmuqUz!z=vAfNk5}yoZE2WWXC9|;!8(zno{~!{d2}RM$YrT=%ThEI>Qh7ase9J=FNaAn6 zgEw;97vR00+Ys-sN$bJ91U28U^S=8U2n0k6c zyxZdykSMB?re*zQ9M!T1SSPkLyY8zW9HuIi=ZE6;dg%w3BgQr)J)h|IJC*chJ5vdBlMRdeuhewp%C_) zj@a?l5020izHvK2DofAHc!-#NU$FUp4*UEM-jibFgv+cojGO;0W=+ff@`l zyosNFaKzBWO3~?l{Z2D@5jXwd2u;bC#fYeI>7XARjF`aV%gS(axPhO3aKr>v!{?_T z95Hm}Zt~O*ju=+!Qh4eIrxAnj3t5kWwPh9lu_fNg0LE7|RfaVfjIykOgI;jNW{~H8 zRQ5&lxk%i`n0#^<;|JR+i#FA;7?2trfxNkJuF_ycG#zOm874oLtVq*JN@z+i~z^mYmMkL**nUhLb(@!s%>1 zG|S=vX}C_*vq!}#C+Aig(Gdv&d%GXv>I^Rn>l?)m&7-?-joS{t#dDwf4kh6=RpQx` zHAHnEi^KskA|==v=?>WAxC+97vnw4+LA~5($nD^`Mfms=YUxjhvgsaHf#}EvoxK`~ z_xRgJ=|``EG1jwjbP(((BC+dF84CEI>n>ZXA8!=rUOPdo3kK(84IrysGWXeFK0EeZf%h4aSDpV{Ok%u#60l^>2fd-PNt8}>YF>}$BM zRTFynkB+`B`A0lh3b0$9X$&k#98-o{h?Cqf4($Q3q<)3 z$el;dQ&oDf!Eb-q62FSv`$F~muwSU*(z&pu=c?)Dk!~mNj9F%61j-zN+Qc zjHT>bzRSc0N62oYySIxpniF z)i~3gy-WKSU)Op4mE0tPe{NWvzB1Cw7bDFcEW)(91LgPR>VnoyUmDtdscrt!$k~_1 zc3-lX-Nf!o-7Dh3mVU{g?K#;XQ-2C4vEkomkH1-poca^`QN{)-#zm#bDFvaIVq}m4 zRm~CqEfR6AiF==PZ?-PK=gfuu{oU@_xU^N*3)bx#{(aBz@B8|H-x(VI{lM_=``P8Q zxkFwHXvb^CADZ_3P*Qu__a5xs7i*ToAfo9U;2rq!miU?6wU;g~RC8PPfPUBBg{|%T z^kQ@i5=cox$Xru4@{A#|t15Z^TCI|$KBA~=FS*c{e!cQKSHKud=9V91dro1QI*Na` zB?h?*zw$;h(*RebSBZ5lD_kW;yR2}fYkHVp4R^NgFgF`5Ft` zrPNC+f3#K%jq#?4%N?$AKkJqInfbabH3^e$Ok0|JOPj_=c`T+|Jh_{0N&XRl+2ZPc zc6$jw=_IJ3A`J>ic?O-AasyJ(-7Es#sx>Z@`?}kS7;@eeJyHG4ZFmU?-uhQgrk*Aw zlz?gPi=06V_O{L^fW)yxq+?ga-?hZQb}~i9$*F!x_1we9BXPmWOsV5U{0&Hl>X*6z z+W;}~_$5bqvekR9|q%7vZ&`%9GoFdGpT&dj(YAJunn zO}Fnov$ucod|ci$QVP12yCl@}8+)*QaRpaN?ERY7KYu%e(i^l}`j;J(OvS*9mD}^B zmUsg)o77%U;rA#|8OQxmzs5#pc~Z(sZGsu|n%(JNJZ*!L+gWjqFk?Tb>Ze``6UZ|u zDn(8}s$L3{ACGLQSr<8Bqi&^mDl!9J<0Yqie(QY_^fW#-$A-(LZ+MvW4G*8b0oU!D z7Ni6yH-Gq)1Hqtfdj>sH?ia;5DglD!3^E772Bub;HfRYR0oTq&H%u(vvx zGbpRMQaF=oV`EEGR=85exTxlAKrp~NL) zS;^51Mj1FGBM3%K!eGlgrY&vyy-952zt6e|zCkch5%%yT7^H$=%DqqmA0Y-LUg)z> zUAQGI$}p4z!3Z(ryeSZ@`kDI!!HB7+Krl#YL*dBY7uh`sMobYK$zJvI^Z|kqGo_9b z@wXFQwdS+;rFIO05wnMj3R;wiEeKIMd2;LQ*)wqo5RCXPp+P#x7Aj7b1n(*Z!H6kJ zXND>~UAT%_2&gijdQf3keJV!x(S^N}&LBSG1LjLJ)dlm^iw2!9zT+8&WoD^gI)JO3M zN%+6K{q1kL^Y&AxAyzpto2R!g57L`-zQOu!{JMX#C4LrtDK*!{wuE{V*U#_2q$+_y zHxtu;P;gn2k^}Q)d8Q@ykgS<3jxNMhr|yF7%diy}|G{ZkxYWNoKmQkR+@DT&clLI+ z?@RtY{HKZLPJ!y+LvZbb=ZXWqb-~MRP4M#D^kp*=$&&%qsBAI@8DeYiQCKNO6^m^E zpHBYQGD0mGM~%uR$AM^I-Z*MZHaQMNLi5J4jNN9BV;R{Edi! zJFQk9KgW{|pc=5un+c^E>~e=wW5zYv1|MxPhl66tMb51*>7aO(ldSGDCr|M>mCVim z6`8lR$=W}=v%9osiK*|OHjlME3lSZdnmd}RNN5Iv-89L;p)ng+#6lU;?DYbT5dR^V z^UHylZ<&d77`MF)cuNkVGXtslN(da5CHojfa`X(A- zR12rPhKd*gLwysCATz7P8GFK7;0bU08|s@F=FQUDs7A>l8Jcq>nZM3HRP7&&#p|17 z*AKgA66#T47-*b|fb@ce9`xfDQiZ=#n|x{%9QxVu-e%G&xS z+0SO)y7HTa>zic1i7!XhI25gKqW^xz+7_*EqW`q^Mk`w1#BM0UgK%Ob|`nPvgpKIB`&|@eqb;APg zpXI1ys@8t$`U=L$Y?DPbR4~peC1YihUn3itWZ-M-CeKG5x5q?kxz!I5gRbphVK{Y8 zIR(X40px{cnycmF*pzb!ph?>IT|s)R}uBuE|KVY>FDQ#1Z!y7_Ro?d!vair)PE9*g01@!yJY3y;@y`ReJ5g!mi4fX!U2yDt*$&o z<+}yizj}lCSOE4)UV8(w?y$ETJ#NZX$#MoqaWGd>Fp_kGk%SjA-4A9SJO+Vx1MtS? ztpM}aW&Qj|H^kG}aHpNeoK&^ce}ZF0Qva%;pN~N;iPx)ahk^q>73v%a9CKd3$g0)o z=QqTcL!Fsi9g0mk6zgNdzC5%c{y5YHO4Bt;U{(_kjE>&<_=b2g)P+zW3x#ZK;%eym zqc3fUXG2{N$|e(k1HS1{9Ge3C)PqOFRlI7|z)tw?2jmG#kflp?9fs}H32V`W%>#o1KeVqx%OIdU)fF;gSN zns^K>bmFCWs7S&?v2greaqHuII3_ks+CVmXtE6I=1EeQ@g zKZdoTUX?6gs2+X{Pil50)xzdbl8l3qWWrk8diXIyqeEsD3Z@n~H#L*tVoBa>JU<3| z0b^v6fl>LfKygcA4g~Hx=f|v?+y=vs5i^skL-AvWVtpFLj}Z%$=Esx_oiG>~LTb%{ zX#_t;OiA&>4#n|k2tP)w2erkBzX3mXD2`3|{1~xD;N}lU0rF#nsKnOEDbdEQDOFK| zSWWyGq1t2@K=Gq_g{Qk$rQYh`$3VOc5WU120^!F9^{E$6Ap961YsOm%gdZcs)Ox*v z@M9XWiKi6r-N|J98&+m-l|Od%NTm&4#>0v1YXg1V;(&r!y0r*HZ1LG$!P?A-STa@1 zTWyAKZHSAEG{<5Q#q!?CY=|nG4Z&WFs~iuS8`ZO{UyZ~EDqB`1k+##xCeqfh!^(n+ z-;TtmaF|_sle-VPPdqay;0R_Rty%au9lBFct(S5f>dnUTkw$S{ zH%eUt59=D3*Yl`fm)K+0{^H&8YnZqC;|Tf>Bg0#j3vJKCEAI5;p~y^u@=4WBaIP&{ zM7vI za!t^-o)>?l@_GdMmW8sB#NQI5*~En?zNNJTR(^jHtqnbj0YK-yW$ipC%c15 z0#!t7f8%=b!CDqszGkVWWpzHTf5Yy4Gw+%Mw#hZ-{q$yaEzMjnh26zlzvt-b`en z+Pv0Fx3?TIwrAbmhP~tZ_k^3iUswj%$dlk}z51KFhtjQX(|G+&-9sf-9`=jOhNDJz z)Q0y!Zo6G|H{IUw)aC1h&Y7*d+Z&cv!H9TScTT#!VHs!E(?$0)>cc%>ALfxPPP)BO z^W_~Op6%hOgts%9zb@+`d+YWFYm31z`Gi%1l1B>O=%=9+Arpar&hjh?zHFHP$x1uH|?Z#vq>SGPApPs)v}6kG~HS^8I!w{CBQz9*2GP>H$sJ-;iTQoup)lCy%9qbD@7;s4Y>$pMXZOLZf}I9Gnnpow=Jlb$cU*)w&d(y1i+{ApAlW0?9qGjZIej z$Ch{}1NL5#P-#wJ((Y#yR2+1ABQ}FP_mi?On$JbzHpb+WyC?@4@=hhhUREuuNbzta z-ptU?Vtu+D$$M;XO=GsgS?3%zghQ{6A}W;I5Vs+xB}|K9bX^rvJ~lrgrMfj1LJv@(b|v@ zD?iK|2?1+sPeN1#&k-_FAk-{*Wl$>#K}f1Y41&~Oog@UIzckQO5w1>1q1kVBkPw7~ z%8jdJKKUUb2vIc3s)>ZK6p|1eNQfYJUF9SMp+az=y6p-`2x4errE*A!K{HY>+>j82 zrsR`?O0Dqug7HH_5EE1lpC1x}7&>z|c_JZ*VYM!WClW#iiD7-A0;O^AR>qjAqPVUnLWDvKqSub(TN!((J=tZYQp9{en(zl$Rh)W{CrEi z6$xTYTp%Z$T+YE)Tyi?w;EO0ZovnwuNIVn!B5vTNdEiqvDj4b1RMLWOH*~ z)cH(eIreuCrswweVsH0DT%F-%0hpuMp?P%pEthif3JLWc&WhJEiDysN5Y>Gw5(mhL zlwfD1J7ACFDhLP8opdM#^>Uvfx1-}0;p0!Jg*_e0rh8Zgq9Yr0_G%>F<8K?KAH7Oc zMm-xx2f=xocT#w7d zdc~|Q#QD9J_?5C}RzWp;y=-{3duxyl^|J>u9fZjOzPh+rPPgY+CRFb?qMC}A$_plR~Rtn92(?PWkN_N;vsNA?gZZ18F z>!M_bt-h!gCH|JY{%|4m5UgAQfVXhT4qFw112q_D&|Y@Q4%?xLmCA{hZAky^!qKv} znvySz5rG32it*o(5k zt$<>N&S5}a>=up%4M}aiqHQPzI@VB?4RA)T?V|o<<8qr^-p)ekt_XX3-KotlyR@VE$R7jy}>EGVoYZqUWUZ=hR=w-Ptg>y6pn!+mL2I_tz!iiHWS zEkPIzKL$1X6KrzH`YX<+QU@{&ek@1s1wUr$yIK>EfrU=Il;A7F1f(kuIW%s0jDU3I zA?b#Pjt0WJ5@&GYAxp>YzN(2I!@83E7+nJXu=8VB8|qcb@`dW*$MB?PS5hr(4kgJr z7)f~5hU($R2#rp7Nk_aJ;2J-cP)TXx=zL||66^(xk>x(>06BZbJazMqo$2k<>BTq< z+>)3BfxFJKhelQne}m!2h?&XNA^5Swu|AFB$A|?=^JB^*xrqm+5&Rgj5Q-nB6q;z_ zYBYo&Bi4hm$;97)A3GGsCVYO3SR-)rC!+xQF+x;g>(B{eBQBa;QBUWZ_%TAY$u1ZN z!jFM?86bLzH3Y(s5$aPfoeK!#wEIG`YwZY{zPTYPp`umDa(0GKM)t&$19wIME6wi)ETGe~cU ziuYn%Y&=-4R5`v>T=IEyqGV?{8u4sY>1F+DBtB5tvMOmeebjcQh8FT0_!JJa zORu_nP;rsI1RE{mqbUxMQmN#TkmOth2bfx=e_E~M?lOomN0*&ZyFCa!SGGRY1m7;G zKGg&tK~kS;f)5z^kr4NLyaRJ=jr4KoK0dWx%5kVS8_V?_DHX`8x>4#Hcv#oKBi2Io z>k^ySSLqrre`GVd|BC&S^2d>QqAu6eo`+ZXk;g-knF8f!d8t-C?q7_mPJ3Kkgn8Ph zc=kr>--cKJek48_%2rAv(+YFjgblCb&3_Py&xE3A<+ZM)SvNu3dS3jI%Igv2TNcVj z5`P08yph|!0Pp?WhIoG^uN-XL0aWP>GBkI^DOOH)M>Enszj3|zU@eQhc+En?iC4|@ zeed3yZr^)mZ~x-?xX#CQ9I)k&!@T~h=Fjtwr;dp3#Z7oSu-?IIOFaKsByd+uKTyqz zkV-BoL`KzYNXrsaPj85Kd%OY?MUB(6tiOz-TJ`|z#FnOEef5Jgk%ej$yO(}&Ibv+j z3+aw3=?8~pfQ{S@zSgUorfAgEJ(O;Bn{MfE>K-bw@~~fIHiW;admy*nuDY9kaCpPZ z*9o078-71HJRgiAF(VwE^n=4P&g`p;wr$jhd%ix*OOJHY5008I?~w7V6Hg_~ny4&y ztXI~D_SO#$))vEK@{y~CEh~tmpH4}HOawwY&*&W4R6O<84~~#jYL8-$g4CZ4Gvuou z9HGB7@uLI|hOpms#E!3iaD<+e8&{zvLr|8Um+{sQj?fonL5RNr?-Jy$E5NI`=?6!s z5FDspH^ZCw=?6y)O{`Q-y5Fc7yoj5AaD=Ah%VI$A9uE4!!H5YwzN`!h!4X4e?j}$D;D}+hE`_Ila2hcPzmVq?Gf!+|)7k#9CEm#Z##b~|hBfH*o%ezx zHiJC(sArFTtlj4#aT{au$z7C#9eF1kVlS(feHw~~Bk^X2e&qU$Br~$THI3N{XPt8d zDw?)Rv>6?}CHY7A;vyhBG;^0JH;eLK^TI{sh_T=zCY5jzSOz#=eGl~ydAJYSK#ovp zYU&=^6Y>BvWM(~1eN7lBYSn{hpk6pC9Jug!>hh|f^M0IMLh)sEmGKf&7oHEEh-$xC z_mvY80?RlvtS-0$>cbshAMUag>4b!!=F5Zfd6&`JkPs_B%o_;-YimzJR0PivGEpGZ zEWKq?D+xhJszVHd)L)$>1fjn)(4*u-_`%f)DKz`74ibWpP`Pn~+*~!05QM&{6(#-# zBt($Au5uEBP$4)_gLVZZ1Ti$RQaL2Vgb8U@RCCY`2|;LT@uV11$rnCfFn&k~VuGsS z^Fu-qLuc+LPb35}tk$LQL_%o9P)P`0ivOCWHmscb7hA$Xz&xzfiiD7-zvrBYAU1>? ztdqsh?a}22B5{t7PRt+)=>Mz-l$Bfk9={{cG30T_fFVEM5^qI<7}HzG2`86x@HLs7 z&NlcmOHOC&p>h%rg~617)7g4xmgSZOc=o6`<>cH-BRbgJoF~hkNi4_y?!olj{$A|u zeu%3xyet576gxDJ4!`A6E?%jjzQbAZnkw<^$r_@%k454D8Icm~jC2R=aa_e0!r7G$ zrJ!E!333ab(NBvbThPpC^VOR_dH=D!t@As_P98fZA3N~MICe!mp_cx1D4QIM3K$PW zM>go})kwU@-!@u3dWUVL4^=%IM+d=vA`-j)l!3vANgx{0M#9_1Mt>WCA6 zOU^v*V^+`pDFCKEydmyF+sXQUh7B@2(T2keej3QCGy^hy>N@cbS4$zi?hz5H?bxr6 zD>X-PRX2fBm$RySIj+ZLV!dM47UKMFOWaZR%&t()#Bh$Yh^Bi>P!_~|Iubu;nqo46 z97x0b+u^u9j$dyYVs6oflTqw6h27QaWwk55*%FpB8iC@jpCcnl9JN_piK{S)ob$JEdq*7-Y__+^F^(i) z+n)Ku`b4KQ;YF6(Q_zzL?0rJdBgMbTRf$ct2iv7=*MrwgTbL-QC z4SxH>miSfVP!+PLcsryKTg7XvY6Ivn+8?#VZ@QeYg32n{gH_F1kHbD%ip|L1@znVv z{+9Uk7~IP%9mPI_6?M6$PMv=Vjte zNI?a(Egi`ofu9;vomY#P{4ZS30=i#%HV&~rYg;C)Vx9J>o@I6f7IJ^6~z2OZ=k!`C4I}^OH61q6khGXSJ-m`ui>MFVIvL zsi~*CP@f`YSKD(C>oojdWi7!zk2Y_-aPi#vlP6&xUYc(0O^?535dv`Q<}LRhyS%k~ zki-B?clIvrUwmEX^;eGHDsDWpe=xmpFgFMpux%MKnWfg~BNp9Om2FaHQ+jC6Z)S~$RZSfCK2WsixJhzXD zvSv2&;=%Sb#d?b5;2se|?;l&R1q`Nr%RIk2gM}+KV+L35;rmW>2JuDo%ajrDWq(~LxXu3v z*hm*2nK<}J*THn!ldcO%+*o(MBu=K&p7dQv;^rgS8}InfE6t`(Ux~y6<{;Iy1-5f6v6ND2 z6ipDC+HBZ^|1A<1Dp=e!si45?HSey>^I0YmBmzSQ!53_DEcm-hd9f(@12yYN&rJN6 zNc@{B4j*MAh`#}25!xOrKxBM+!wFE->5emeMraEZI|2n=-1ayHJr6hh+v}8c>-5=A zUDB!7G`>NkTTca#<9JE)*E4T*`RRd0lymyi<*q{2XvLLZC2{?ievG?2rnW)p_Y~eV z((NF8H5Uh<@8~p+9eu~a3kx0sCEf4;v!xVpP9K)k@}^Gt>WwWA;UpV!juVm1pTv7W zet1-JUOu2#3v!KA%FuYXw>dc`ZfFtw0zN|n`Em~N=B0glto?iou~;*ESyU40BLf#785aG>;?7^j9VPr&VHlR0&Zwv)>PLWxE&35B z)1f}%20?W(ow9zQ4;U8K47+vtuDyQ{gAj+nQ|3|GRt+1yz_5grQfU+n8=Bhcf?)}@ zrD0elD8f0!NC=?WT~))dgmlV{=^xQ2q|oT71{l^-KtgDMVME(vUSU{5Q{e0Lvti}# zVOU~VVli^U%}0&^o5IcuO`k}GKgPWkQ*$jvQp|^3*q$@p6NBSA z|Ly;4S=5+IFNN6@W(1haaiY_0E6%_FiR+!RziSB`s+XQ zFN81r+zY_Sn5n-gRxhAAW2QO%2tx&pKXU2sl z=ITc}Lnm)L2Rd;wosbikUaKT7{e-yr|%QhUl=ahMpSrnNW} z-7?EuvT85Pq|B|Q)S>60sm(uSZmqTys@hQ+5Y)W8bdW1AbIDpg%9BMwo@>^T9-U=o zE?KLIG7-ezfHDtFe_knbxYe<32WMxLZ4=C)%zZ3S6DjlWIm}#wE&8fCrFQq$bo<^j zd;1s9#|0^K?9MHp3>?bbda+fb#i7iths|6iEXv$^NbRN1q09?Qpi<^e9#?BYnOpnc zf9)i73F_T)ICH|N%i}#koVoSHe4wwuxMae1uvJjqJ?H3ajtFz~bzfK+D5OW;abw3P6I#1c|UrBTUCp{cDdB$iNH`uXfKF~@qd zYj#)FNGzcq<;o0AM>Qa^gqo;DB>r}yt9E^Hj$~VkmvBj7!Mq}|gec(bjI#}g-6OHY zu*71}$xGmeHn4_NaU_<|k@WEgd?XgWo zejmc~3kpk>{iTylR(^OV2&xm4aL55+eNTZ^WbW5m;uy+0PjA9xv*i%MC3oPUS9*pa!+gsDvI8hhR9ppY3(*NJM43XwVGGrTIfzeIg?#4W_juPL?h-4@v z!XlEPcUtaW`k5pTERVRs))p24t*4kN38eqLH`NwGktklBeXaNbyV?cbUR;_1Hf4L?Di$f7# zGwQEbLGXgLlu~JG@IrWM^B=rmt+q6hpm^go?=FAA3)bpUctDqNFxFCNPN4q%!b~G$ z2}lSH;Q}s$KUm@|ESQ(z1&wV7U#H`%@~UQ7Vli@p7kZB9Qa8>EVgvaNurxZFyY*wZ zWJ{-!rM^xEFHAVW3)b6RHCmkD1?yomR|zY4!FovTrOydoC@cZttJ%J27H=vAEnA!5 z1wB^0a=+~>ucpo+j$IhHd!=F*QlG>Q^3rf1Yh^nxAJFSU+}sjgU8QD#bLcfkga!0E za1OoV@!+aGydCM~cBCfVumFeRAUic_f3Xfu5EMShPEFch*n=17)xH5%-u9NJmK7Ty zKMof!aXYw&Ve!gg|E%j|hZTllu~;*EY3sB|9a0~$o{sJ#P9R6?kLV;Rd=yljTq}7> z5eLN^VEKb#Va>2xCm$E8YwsV#AjF}b@G}r&P#X+ONGX*@!LXsJtu7drP+R)#>>pwz z1kmiRs$p0{I_1U;Z7bCP!xCzu7LoWHz_3anyK|`DQoMx)^9sWfqJXc{b63raMvI7H ziN(l)VF&90!xB1@F8+uQ!@}1I7o4HCnz_7%S+DqR(46BiV z@YQTzG}mBQrJC+7V)NvyAo8IF|8QVfSTOaWJz>GH#2#20j*>7e;84z*jevLy%L8{q z>O`ur>lTWBPKDhUYk-v*a$$QQgRIlhrjY%E!wy)K1am! zrN?v@I(#xwUl4lf`9VfwdGG9qG|oX6_P8KtgCB&6Ou#%@)inX%4Odw(a1j415({ zO*s>ISYk19Nb^w>Npt(cs~R0izrM#O&9P4?Ki%Pw=GLcCHCi0f+zB7c$w#dB zj_xB)us&;gS0{-RSI)^2TTf^40#P{Fc|yE{VtP(i2WKx?J4`NHV5L?bJ9hGYp?dfJ zaSRX(i$lHQXGrX%HYApiQYwu~UkXiabs@2Y+S1Qw|9~|ifM$19jl>etVNj#zAFU>& z(CDZJB-TzgS0t7Y1^kpzcT>zuOK+V$dnR_*0t<#qoYus7wXxwj z3$z|cETJRm<4^cV>|!O<=YxABmY9fYwA>@H#ITvG!~+sb45_{J-6OFY2?$@!_DQ36 zn%y*{YkCW;vPdkfnDW$yOdbvrOKgIraLv z?K->V#3USYNLXJ0G--l0_ehORu)5oXbW-W-4jy-C@AnqbWrf)~q>O}2#p-wa1t9HQkbUU^q59yKGAtdIz^ScYD^<1CgTZ_2Ra zCjPE$Czc59m;z0(bdx@`l~{F?&M{REc)NgC+F#U)7mxHm9u;?>!Xr6XN8U;=&U(V1yPO|axAdz>H!kT;dWpC`R)gk4-a){a%4STjRuD~awS)+a^x z5hqu%^+$A)I5`8>I?=hk*3;2_#7+Ex?LN^;g0M!t$C}iDx+VF?X(z1I!ehcoBJ(OP z?veon0cewf#UZ$^Hvj{exKKYWj%-b*7dKzM`IGk_+uJ(7bL`}?V=3{ET@hc2!~-p4 z7gOUFtM+7}G%AK6G`0DUVX$7@G@KBcn*7BuSgS|5F+?NP*?)OS99X2Iy#L($1vEs-}arbQoB?QVJKIEHT6k+-sI^Xm3&tCz+V?& z!_op_o6uJ-V(0j4jtC34rr)*jMt>P1;|;gA)XWkF--O z?JxGh3HF4eJnTDR<*oF>)IugKg}+(`2*{5EL`2*U?qOKGa;hzM;VKk{VX;^#AP5k5pULOD9R;xCK=w*E(S>;Mk=7UEbhrdgXa@^3$xMUe=4P8ZGxQETO;5RpJ4LC5F^q`tD&^jRb_R zX8WSi9e}kc>g5lHg#}X{+R#j>OeR_CXk&j}o^FIX7{Xvz(H*=*GSV!-a|iyOK9S1B z%Sflv47sp9Ng~<6V{?jv zEG(DDpJ#I|7n@C~!lpdtT;?wo5@Erg51jMoDn#Gw`MW8++=<1hWNOm>Ds%=s=|dkW zL9MjENC_u*6ne>uue-`$>e01W>&ss%WC2&ckrQ;YFmX=pBx|Q2?}C9>WzX6v(0#YP7)`pm~O85k#C@)Jk%Zz?6GPF%l>7U=@v3;4cQZ zX)O-Hu*?&f1{E;p)>2BPQOtR0YV*&WTdOVoj8!1Uns=8!=Gej9sHDj-%}CRlrw>cB^Dzmfoaf0=G?v=mPSXC0Amzk zO?^EBS;4TTq5HCi0z+}a3at`Zh=Zat*-(&sSeg(V<-H5YW&S}^C<{?SXODB2e!BuusMq`5dp79npGM*X6$mJGrGT#iY0Cz5{d6QQ zRG_Z(OIZnosBuH-0N2MNaZrJ3lvj#^-PfoeJ=pqeB(5?_wdHyb*f3GnfcRTLN3Q_L z`pFGp*>)!7K41-j8#3%GH_@cHm@3Lg!Z$1<7m2+5=ff?GO_Gr_(dHukeM{W!Wx^SASHqmH@5;kH&SthBg?a4JLSIx%iBOgtl3ZJyFn#a=` zTUhl*ITUWmEzlj5-Swk(c8!m0<&wy&Qz+uq)q#>bFrmUgfc8|P$SA#&A_yZ^@J zLi|xn+=ApwWa@3+GEdWf=fQ>D9e8jr^0f7H=}bn3*+O?O!+!zFL;5~YCG2+wgUy># z625Ei!q)bEF*%j&=PWeycF@k-1wHK0->~zZV)U>hf5XlX)YS{_AcxQb_O_gQ%O|` zz{A4>T5$gX>^PtRkP;J<5EGG-kdTm(k&;s~P*GA)P%_ie(=f2HfY{ksSXnu^uJCZ2 zzs$+X$}4v9vfxz_5fKoNgp9b5^c7(dp!_2~c zfrt0vB@xkUV&W2#3O5v$lvPx3-o2--qpPQHVD`xTv4y3TwS%LRvkS!4&G)6Bf55B2 zpf?e3Bcr0fx)5SkhS27e&GQG|JJR)_3StOqQ&(KpOBD%kmQ$s;o-aBE&^IYqH|Y? z>EyLY9@x{L7xE@$xE`LIUq{9%d}oXC;qzW{CN7a#Zsadr`%BM$U&nlYsAqrc*suK> z11Jgba9fJqAgNT(S|;KG&GQxmTk1^F#UOgG+W{ z1|3LTV2v+H1$Vl1F-f!{!VwbZ-aQ?(Us zNzj^?BWlNpeuljEN?JE>*;yy5r<1{1EG&pD>~d&XZR}ZdSWW_m3L0T;c&!7~9YvpBY!9;zM(CnLOn@CQ zV)|Im_5Jd}9OgaTG>KYywj@L|6n)k%>t-<9oRqv{V2?^^D|-W@_1UzdV3 zKnWE(M?>E_Lqpd}o#B0l@$+jTGrPMbBx&x|!5Qt@mO~{wdJ}rBl6E#Wk$harz1~aK zCk%LBnU0jw=b$iQ8y5d~7vk__`LFuYTS8oYjuRh3#4ay#9%q}tadvqzdis=y@`sg@ z;^+im=t@$Mi=lh2jK|j)!DgFNByB3q(6+M0zRJ5uaFc;-a*pMjB@?zj?w!7~A5V5S zU%Q%+cJ)Y7Qf{llAEmqyhX=7!#x^A|9E*kov!`1LO^jBs;?K~Q$b6<*AaW4)kV8&3 z1&tY*;0>A~37Y3)Q%Z|$)yDG0zY!) z4J%-Q*P=DOHM^Wf+Ro)5w0ABh6bmG?Oa(N!jz(`q!1IroAz^)#;S*!?xf@?8m=y8y&I0n)x${djn8TL(yN??7%$~ zbFUvp#8X2fh&PX589#^@2Q+`+`p(+gYmY5Kw~0%R#4s;y+(5L8k4?Xr)TD~w7U!z; z4_ksCu^#{XZN8!(dpx>d7+klSPGnVA(BH$>Z z`x<4ZiAtUmptd^t;vwflROx3iZnat}wr+~T-B9;)h-!wlE?MOb4O#8GuQfRwB_x)8tSe>tkS^Y6 zk<2MIT;*!KFOIIg*g%EipgyL4$KL_2T|R z`1T7oM{8wk@iqHOmmi|)ZBmLWkE)}&T0sd%Vxz?P2yOy|{S)VIlU=;kd%99HP$omj z@R#E9&T?1v3wJCX60ay8wCOe7#nv4*sV%4WU)aPyMU%4x09#L9Wm+ zjOk6Aj?|_$O3RQ#Vs#RXs-|!XzKva z8t3`CW?HlGR}H~GLLZyTZeHu}qC12B06@)*Y5#K&`dc9X6O{hXLEw*?z<*S` zpP=-|oZ^3GQ2P^<{*X)jzYl7Ezw4f3M-Oee3SP~?C>7iM>PKc|ZV9JSpe>K$;u*Az zNcw&l-hE2|%w>NAw}y6QIlDS)URFVsEVUFFhaf-fo&Km-`>)#WTcG@8=vO~d>+Xz& z(rHxho`fWCN-52UA4as_5&(_gl6bjG9?J3Wp=55DkRBY1l!L_o5!dwpl{RHi=GBDr zy-9_p)DXwj(_)luqtOq)0B86UjgG=12ejna&9@Gk6L^p$Aw`Kas0hvewT1p!>N^8h z?>B@|*xiT7WEUZoa-k_p!Y0cxx5{&89;xJ>w@qsoWbUE{x->tno7m0R9STfI;AmGh zbYGRv3+XS$E^}y|b&n~go*2fnp)ner66`Mm#x(oNVfc`-_GS|hrmx6veIZPNs<9xh z@D4yNJaK=^x;sSLFdZUXzq2wH;!A$5o)j$7=d6td*y}HpfqgKn10qn$DQmZ!$7eeq z&riN1ZH@}qn0MykLi7XynVG2JW?d+~Xd*f4ar^Z*GP1lMr#(LVUutER&Ys!E_y$dH z?KL-~4<(t>>Z6{^T=w5FXlY;YEnII};M_Em9nIlau4Nar3uIXgEM)U)zo~|r^V6T% znZK0ZM6K=LyTenZV1W=g4H0XSbO}H|8;Tw>NIi6piT~^hm6fXpfR%gf#9|f~UPyJH zMrGC4C9swbIZ<_l&zc2lcJd_zfx7{EBh~~FRI*(v7Wkq7e(6}VmXzRbaJh3oEtt7= zkxk;bY(K+G3=5=LR}=SrT^QTcX17iVpbSRGXAi&E9>@mng`9Gum1CAYgJgpROUqd0 zEO&SW`*jT+x75zQJ@z%&n+F4W^(l}5jXSrP%CleXj4%>l0dvOH0YJ;d9t)7c8tjfP zm>%i}pm8pxohZM8VoCYnZueUI;^e}Z>laf2O1Z-T5)J~?+zXM6KbZFXiM0NAkd}@~ z*&IJ-y>suxs@T@30_UOSc7*>E3(#xP%zH)rpj$%^RGic$yN0Nm7k4sc`Dp(lKzQ(I28g@LXzJ)l1;bu`1G1f zQ043ci6$uLJuEOwxCK2Sj{#vQa50%V8|7O)yYY;VjQP|)f6`YGqA+xPCBY_KNVzA1 z*A4yByJc;CI_k9KJX48|LnXcPb4tjghv|eNw9RHFu5;_phv#50Y0(sjndjHMSjQ`H zyGYV7(Y9TlQO$wZIFIzezmQ+!?v>;etCHvJaC_@FpblT1HOEypA)51Fx~BSA7u$Wf zL!lg3<=9=2@ar`L(xMM?mY)?4mvfIzz8ZM+7IT^AA;Sq?=7y{&N=EwfSdL_n%xJ)K zz59pNkHxQFU2SsHP1P|#*~sI@u;gRl$J~YWX-lT?K;hL2=1#!AhNx1^JqdEAGgGN| z+S-N6^}KjJF9#8!vp93}vGx+qa{n;g`OjFepKR7YC{X!-DGd5G-10L>`Y#ip{d4nC zDP`QYA15Od@NvJ20Ibj4;snh)MMmq=kXHgWN5?u2}sh13~Vp~dPmv?yJ^*(&0lS}Z_f zUhrnfFjvd=af}{+Pur&OydR#!8=)+f-R_(HDB}-COHe9DHHwxG{q}O(Z2q05eo;zwOJ_D)zmXZCvzcYRlI1KtW^l#XM zf=LNs==M&SlX1ak{keb0wD?c9TiT8VapPfT0#4DJN3ICv;I9vF7hiV-1-olkRGz#s zVrBbSCcr3?|2}NJvxJ!fHe)s{8n601JN}*I&71*fp8wXMUPuUZ8Yh!$)H=zUnm$;= z0!Zynz42D=5dN?5$!1-g-ml1P?F|;_7DZ2Efv_R#=N6AX72dU8=wA_1<+_Fka$zX6sw3-BFzGsL7z5)SNk0NuuA>PB5)Y~A>sV#gOQ)8hppto@ z;G>DFR> z=UKIiJJDCKo7|JpiVu#IML2`Wft8FDoI8%{^f*V9Yz)#G?s$2MerEa$0~#+^J|TJn-8u(u3bQ<*d7yh}I$^1$j|IND0sHnnMce~EWuxI6 z|7izOV`S<_v@yB|EDSo(Z+n({?4p7Nl5$}fLLO9aC;RN$B`m;q97@gy{_f66#Rq7Q zPBRw3r$<{Zz@F_hLL*O_{1_9zyYb!7I4GC?$;RxGxP|`$V+`3Hz1WR%!TVk>??o!v zimZLX?T+%l5VL<`5|cEq1~H_0U=xh&=xqv1`}Fm#cSK7aN&0}7)0i=|IVW*rI1YXD zVae^8@c#6^G9-1+lf7+Ahq+XcX-`}6@SF;xfvPuKWGpBR=l+s0fOduum}9pE+xhq2 zTGDMKkH9DPcNgpqkIPQLsH~kqRlTF-nT#DNEMV%LDVtGJVt+{_1U&Ybrv^2gVHNg9 z|2ndG-YW3!il9y7`6#7wsSnOlhEdWd{U*(`n}>L~WmEqVf<`<_Es8>oW3)tvvUpYKbk3_iXTC`amxC`x!_7 zDGBWa9gY|HzHt_rOBZDsm!l29_59>rNM@c>g(0DJw>P@*b~yy+UP!UC4dhD#c!}fzqP|1|l>X8^Zm{1KOlY)}9n!9sW8A za|4z=E8bmJ5y)E`c=#@+>g7L8w;-xl3TX zk(kBv7Lh@uUlV6@8zQ?sT?aZ-X_#W&&z&RLk+R>WA8ReEA8W}|)1^E}`T;O_DG=W8A<%SBAIfSI)I-AR;6;A zDDF|W-2Z$d^y!kBC2~8GlhCZ6@#{3}?(y4R5mVZ+>*ls}Cp_W0pXqQkdv&BT!q~I9 zfrd(c_A!!l(AK28b>|eBt~=|a3lodZkmg*#-V}KJMu2M7?XCo5O;k*!b?pN+SWpvT zQf6Yj#iLsOdF#ee{F?cNK{)%m{Fy^RK>Xm`tNrs;N-v}l7^dkHl?0s5q7Jv^nd5{O z*|?o=srV>*MBs_^`t;IpzN^E9Gw_b8f)Ln4zMKCh3P5;WfVLFSoOlXgd&>TZ>dl##rjN+rW<3`ad!Kkq`(q*z`=3h2XfzlD=iNMQ1`7GA$`xZ~3l3fp z9=Yr4Fpd^{=}zs|xP~c_jBq-&V&&Bj%C(Rg<-)6BWzSu`EAPP-NWIW{TSKRc+HBsK zDRRx=_?~`~Yx<#Yh(9wTT>Dnz{C%?7XU|JlbrMeuPIM3ZZ*^(itY1nAN)`NN()>|Z zoN$z4SHNs z9656N_D=pM(k|UI>jMW#B$nl%I%DcXf%^lyWs9LDO2fKS_Z3zc;w)D9h8)*#w(EWh zJJu)Pf*R^|uE{x4QUrh1Ra41{1-nshe`nZ||47}G-JYCN?rX@$3mElc$Ju3tt1{ex| zCDK{#8oCde9$*1Du3?WsWlWXDoCP{q5SO^vhYNA=o2Z-U2%rL{o*f*&*?WK^46bhc zs7uQ}hzpw1J7R%U+=Fe6sT`(oUsJf4<`EdnkGLcq~u&TF+OPI^LoZg{y zPL)K4M$~OV)M~zE^F;B^Rmu+xoQa2CwfUJO%zAarH9z2_PFrQ6!_c{AFB#HtQ)t~pTUnv$BArfG&uJ2Z zJv@PQ96k>U*K;A{(lj%-wQsI`vo}+Z2}=DcREhg6s;3+c0#` zX3uod_|(XDKBxht$e|`$(!?-Lb6AosDyHL5I(E0f6|ljiiKjb))#Ow$ zQqtPM@#slUZv8vkp318UE|P0q!2Eg_--tA`eWo!=L8EMNb6u2TG*w7+@Lj_lzN@^t zUrlE((Ga}0ByjsL2u^CT->&=uq%cPD9dvaWy2}K=0Ovc6R@fAGKWTOQgcFgxJHY=h z9{3;Kr?LJH!jx@(hi}Hxwv>B8?+{pE3ilNUVxHh|Q_t7GXkz}9F&!bzQt%Y0xKH5BWSJ2 zbxw&n@A=sTNoa-fVhFeEZo8<%>yk@KB*zz0qU$&d*zzv;8lOdn*Ns4Ppa%iFd7C$J znE=K$Ck~7adPzGU&e&B-dGZzX$9+u1_pX({`D#bzPRU+!^2ufr=Is&|7^1-~ZqjJ( z()HE5H=fVHw9u<*?3_AEVTlLkM?)3Au5!#;jlo|RxnaFoM}vnM4zlzt{IF2!?*%5e zr)eNwTazBQdMt`#Xfut}_^TSi!&!r+Z4V63NIe%0dk?>pr(7p{u^P#}8JJudG$q=% zXO(kbFdM%m04P>%_Y{=LAm}Kx3p#S~$FL<*SdTevLwwpu@{gGV0-j#qS@sb=vIyFp z_B+zv58fKT@o7LSwLFZ;LixCbdDJKIIsqQcdTF!r9sfeLWr|Q8y=2RZtP#H3kq)T7 zo7MzXP+R`AEJKk{SJ&i$qxa3EaZcV^u7n_|9um#}LNG^i_WO0Lk9v;<&Ub+Kc599( zbR%>lgE8k0;$$%MReHERx5NEM1%D((kh7Q@lVIF8dvsP;!RWxdW?sD?1H*x_B1h5n zJ1EX2SO-p&v#AZmC9GbAZ# zy~`IOGjEl+41MVi^|P}c8xR}HZ=yiwosFIx+2_#Zp}#R7Fjjr6i?%i{MqmssVu2TM z)bOR)n=J<`v&k1T)f`Pe@hz&gHn)es`^t~$s6x2duaVE>n#0x!Z9$F*a!JIhNkGbY z!LoA*!%W_U;}V!A_C&5PIcJGPcVSdYor;XNn9Dd?8=6md(G<}J7 z_ZPSyi*qX@LynGgH94huOs-Y1eSFk>jz@Z^{ohSPmp|y-1QcQs)n%iI1qR`R(0E6A zeRf;tG^ylWEk*r~-y1LcJ)d)s72blPx%Z=RbvDLNA6bN-^W4`gtX2~A%|wY{)~!K|OWZs!19 zdgS&9YEY!e$Jn*`JhVe#-&LGVMiVuh=%IKgqT#IXnrC+3U#aXaS)6>Jc>o-+o#%1$ zWLzfhjrts7NBk7tiaqMiEVvqaDQfg~)KpgeCku)bMg37bEFk?5M=ax9xF9$`=LWY( zd`(NP4Xlvnzz|1!iLS9wK5?`W0-84OF7LrXFCNZ&_uII1Z^i7}(Lh_Mn@_O7NmTh( zu#N{7I8|{sv?jOnn$L9-iUIa?w6)xu7l6u^OqLs8Z$5HjJu<|Bsf&}9wlD462wov2 zZI|^;-cNCPxRok&{Rfff-$kUA%?+j$qEemicLzKq<^l^Xon8BU`zL!UsYuP&06aiN_`ic$B5rZ_&qxTua2?kd-{i`oqvGXDYw@!+~bH}Dh$COV; zEuRUM>oTNP=~5Ek;47}K^ws!OT3!AuY9A@`IUmEQ^#*#*~}vqCLGqmB@(iS3kOQ%nt8Z%ULaJZyMsA8hZ zI;$<$%C*n9DCF^cE30LbEiYdtNVaL<{O1dJs5dmr+SOod;V}={pti}N;#5zziW$U3 z|0iD7MN4kZfe${SyrysXPYIh*;?wYEjJ1cbh8-@-mWkk9d!IRKBl!eZkK}puwTQf> zuL|`v%e(73t1Z=}70bgIp{-J98(W^c=YeK%9ShTwk2DCA3OORi#l)>jFA%iH7N-uS zw!@sS;HNO^N2{h9u8iGVaOVr1GV)^JjU>ebAF zTw zd~noW#L3tUhC}~w?Ltd~xe~Qoc;Y;ji^~lPebpIT(H2Nu>f4(H!~`UlPQF~t;mfW| z9cX)mcoh=8mtR|#rpYDWm~)H9`7y@-1Ev|rAts80H`8%p_SLn!8aCn`p*yctPf%

TZUOuay(ggBr-)UPCU9O^`uX~;`Tcwxb$IH8XD?06-rjp&!7B| zEX?==?7mIlpick#vmCVNLr?Ok+3hpuF@bCRT{$*e?pAZkM&r^OzlEza5lTN8X&)tqRcGQjc$Z>rigk zF?^FU-2a?jD1!Nn2;N-`Q*Fr7lif;NZS8Y<033eI04<;i;C zc92A6{Z|kqU4sZKk|}w)?jiFaYCv>6vM7{c`!;O_=#Cb2MyaBk+VT^`p+3e7W(T{{ zM-==F1o7Sxn|lsr=^Ch{`Di^Q((j?=DlO0JkABk*UV%e99)Hx?eg0g zmJJbYz|*IVUO#^GWwU)sjv$%jQ)Z>uRzbZ9%OJSup<4F3isyL6Vdd!QVr76}Go*(E zj6BdNEl0Uht&!{Ru8wSQ)h?Aj;@L5W-{>!@pi-;fKbjDu4Q5WFKTPu3P zmmSTtH94+k>p-VQm~lsC!dzda4#zR$Y%JAQw$uk*gAS%E$K#qoyRT?wGSu zfF0U=?nOxPSnZ@OSc+owY9=u594Cx#iUPH872|C zUWImZ;o^IW68Ct&ydX(R`!^}_PwaUc@7t;e|6Ijg@Ti8-Zta-m9QB7oW6SZubpEm) zC0f2dvQ<=$qKyA`FZ1ow&?Rlh`51|eoDV@) zl(}y?igloqWlawK?~8(xl2Oz1W7oWk|b=bGvlt< z1{dt<8e%h}ds0S*mmoQ%K(w3I62tQO_;Epoyak?=_6O3=~yl zO=sC$$A|MdtJtYIRZo(n&C-q7V4ma?b%_WNpZ)3q>}1>X(n0fhL%?j==Prw?iXh(C z&-HvuXP~uEEjcP&+OgFP>Mmh1Wp8!iRxNqLb;)Q>*;!|d=-@Jx1}*VmR=kj;FZV*p z_6-N&8x%K3zP39}XiBV)pUERZXhhnZZzWzoCw48;{t5RkpmY~}Fw~10{-i%8@A-ge zz0!MqG0;4;ZYG=3_mBnHp7uHI!jun*{u0sAm*2y0Cb2|5cpm-&;3l__YTU zF4P|I3hfGS>`dFwe8uW`pG66CM_|#UMviq6eVGO))#({bh0Z*IA`Ep{{1URw*)|fL zs0MT1kBU&Uoh9`35f|rxeaVN;nxe!oe#U39z%M!<^080-YrEOJYlX*pwzg(nE%)VK zm2t)4)wXhBMDQNtkk(Jt0q||5jz4?3T}G3mUc24n*lRAK7J(^O0w|Ncnc2~ULA(SV z(X;Si{<&kB^oDhPemA0+5j76>*mhrI5}#`JWfSt#!sG4s?wQ7M6Vt}mmbn(i_n8+5 z4tVg($9M_CkkR$yU?vm&m1omN%LaqdOb7ev3k1hGQem3*14l6(ebr3367bhzrh}wa zUFXhbbC&mB2vKBEA9k+Q(2$cUBamox<7U9Sd$0fUUi_6s^#Kn3^((iVFWXLl<~@&f zW8hz??o2iA27^G>Lq`f4Yai^H7d|UJmt#3iJPNH}Jn# z_#dwceG4bWehfM~GCd*6Zp|M0KDFg5F695pbCCvGCZL0hDmt*w{NRh=t($zO`Ih-! z5$=Akn)HZshZTA}Xo>`P;-XXrtjT}!q{F`}S@I_{naN@~ZK*@Z9B? zlc1?(u^tmcdYI7Z7LuMLkeRmQCK<#orqj) zjFJW2jyZ2gAfg4$Qr(WDuJsoJq&(`20GBBaRK%Vd(N`)M%Yh#nU>-Rj{ZC14?L!hHgN}dHVz@{oW85bbIHGEdA zF%jQzg}6JAV~EOqKEB}87a60l(R5uC+A(Z8i{ow5RR*gEvr$vF4~N^$kNHL} zbJ{nZeP-5w)I;)+QJxDRTd^OiwAuIZpPIhe<0N%EGp{k@(pWh(=MtV-*gP@WF3(hX zs97z`WLKGM=2Er9z;3eR?9_NW{f%_MBTI!KO(E5T*B^AM4vva2u0m3$J&`XF3@&8M>4T6r9f?ft^DA9^M38hRr{;)O3pJcM`uB(u*pIn)N#r#| zHFFQi2UUMr=Q^e zC;0yf{(pl1AH?5(&*}IH{(qKD{yk2{Pon-OQU4#F^{4N`&fQ~c=hbMRyZmW#k^M%r z%4dsyD~Tkko4l*Po=fsm=={x5iht(Ay}m0oLEwj~n6pVFN6S=Ie16^N`fSyP&^L>z zOXYz4EITS^onU6#kN(TG{g{vMN+e%yk(5_B%i6`%b7fnE&^PzT?c9S}x?Ay}Y$;!n z>4~2C;NeVU42>n<pt8MdSAIpdYR_Bod68FanLUxut4T! zlPL<9zrAKt)Z++S<7b*yKlWV50udD_7xqnsEZUh4W2=R|*N6Zs+&=yP+h3=PWG=Mp z6&u>1JeDHs{ifPm2rW2ZclE(rJ`fv>cg-QYCgxIU_H6nckCr2&Y>DKT^~aY2OI(U- zI*@LBV_;lG=;0Fr=(cnsS{w9joBX3ljiue1AtRpc_6^eoNEPGyclTi^d1+BBAUBPM z@n8W)<$)|0dCccoaFpqDEFj#t1h>QjFX`(|cX7#AE!$A!J?Iy*S@;o-v72|rRiu(l zyIW4P7fpu#d>nn4AfV{3jOIvS!KH@TVU#0q`9P_dQ<_xJ9$Yzh&emUwGwxlA?}6r& zYJQEL_^;j^mU(Z(_r&}Q^m6rAj74y-N$)Q;w*70CaAD+dTn^n_#&6!t^JcmuX!Q#H zq4|NpjH%2KewxEF`G-FJ|N2t=~gK(-ns0!`Pnmy ze@(gy8TC}YwRP`8h3U`1`rBX?em@bupMiHWCrOUlUt;t<+tJ;pQ>uPD4SxGg{xV6y z|2{{hzR&xEo0-{u9BsC;0!0(Lj>QHxX=w5!e9X~JC2D7Qk3_`;JB>QV9lAPVV23`2BGxe??qnqUkypC6 za4RJ^r9yL!Uku|}gWShSn8BY4rw?&IG>@Y#_vvWXFBvD!Vk}N8Iw$_x8v4MhW(Q{? zU?r&DH7?NDy$WzWy6Z~N`nQe0eZLVEaABr1G~h7Km~rge)+c@+afMAwFtXDKENzO+#cXu;l5*Xo<*M!Np6{eT8I^YUra%KZN7)_uKlS9iqa zi7*Y#%y0U8)iSUDo8iJ4yuWo_=B4kSV&I&9t)^@B%{OMfc1qcnyq7h zInD{)SOW;(+|xi@iJ|+;?3eqx-n?igYHYZC*uwvv9>5fEVG*W9as7-Z~EW=nJ=!l^5RJZ0z?b(U9Yy=Zw^0(@!3UuJ!e`KQ6bSS z4|7{u`my6+e;b|ov;Lm%p*?3KK#KB0=+;mpoBdQ$nO%+IF2T#dL&e#?sFHM(DTv0< z{+G$Tv_7XZqD&?7QIVWoGbCPT!G3`DR!LZ;dKP5OlI0*^rtgli_;fuecHt&HM0-NM z7IQ_AhOx)0n(xhKvs<&@#*-+r%QImMQ|1vaiS*Aj1h37!mO6loYraZgEJL;0&f#S@ zvd4Hx%@=;gPcz?Xf5OQ;88%okSgz^bDvY_ox9`I$B}np#bB}Es zAj$ZHNE^IGS<#BYy=hjf1k%1eiNcHv1vba46%K(R@g66VSRev!m5K%bIY5b+siq*R5 zoo;PhHmN42%FWZlrhFlBwu&90J$QwX>Gc)k{5P6%z=rA!Ik2q;e^oAU1TJn|nHWO*fZ36gzi8=GfO`rK{Wb;z8|pI4Z_JPt$nc9)1JQR4>m z53z+b=TN?L@tk#F#zNcYD>_lm{h_&?SxSu!lxufxh>tz1^Ct8S8Z`|wr5Tl%>_~d4n(aA6*~LeK2-n+c@7|r#yu=hj=uaKCo&HD2XN~3 zT}>)TwldNy_Cj)s@!43*1;K)Mqk=QUoRoM=^*gySiyq8#wr3j+q)WzF=@hIZ-szjr z(q3Uy6=&~|$P4;iRQ(^3i1x4c3}%sDLwT;9wr~Zy=r^ioE~R+CQI!Tr+_tBK#+tly zAqE3uHU{dOBch~sj|Z3!c~XOGV$hpI`#I4@b&ciQJ| zI0YsDDt$J?%8MISmxuCIE-$&}tEqO21aHGgGU_eQ)L7D`4NekH#;%DKC|+(}2yx$( zdOER6Qv7Q#T(K9*;S>nZjV%#Nr*4vQ{W-l3ewm7V@fL19`q$4HW?s16CNcYi&>PAvvON%}ix&3PA?SUczn)Y-}_H_4;RT1atavL&k!#(Eb%CGPc0+Ra; z%AYG*Cx(Er(9{|-iMZbJEUR98qFJ;R;#*fk?7{5twEXMm@pj%xR&|+<4pHI+VgX_!Z?4ZHhAYB#>8)2(ZSE^|Y4R|0ZZ%u)vUK+(-i%Nvu%*GdCZqmW z_n`#<=lB{40<}>1)7<~)b^@0|^)eKoE=*l>rPr{%Ibp31+8Tc<6}V6JY1k=KA8NU* z8zt*ej0LQ`XLpiq;p|^IpC>d}a86auY5FXSXfjk^Ln<`QWb>Ik5|ok0op-XS(IY}( zEW~FEzV*rQyzj$ix=8b85^!UpiGvZ(OObXN0fa!{{jH5UnlwXtJ@1f6xj0+&-uwM|))C+&q1|WdEkYLFy^@vzW}f2Q<(aZ>>q*^~Skj}J5r z_t?n``z!4c-At&DD`ONVGLO_H>pq4^GAJIl`CRR8bHMcO<<&Ht_F@}A%cr9>_4-fW zF0BaNFjM8wRf!bdq0`Wn_718?o(^+_5*RDYdUDp6==NVGwkYVE{ZdCO9Z~p9lPA4Q zItYNxl@&=!a2X4u}bIv%bmTo`G|!=)~=2@i@_(inGsjjOcxv&R`;|^kgpwH0&&E z3B25JJa$Kl3(24!`t#?$7EF&@Utg7DwecX?D!W6RnwKflID@M<$(9AC_7Jd|nGP&( z3g(`i9Gn{=TYvn38I$V!o-X_2YYW9<+)5T=mveB+*o2ih7PF z|CjoGNE&G^qgjQx#8yH*ww;GHtfi3c}LZbeTQK43K{z$!Ir34 zy-1?=AX*C%Jg#s1aM0pj!D+sHze2SaQ?A74w518{&cn*zgR8UkI4!j<2k#{y$Z_|0`5>a)f=N8Efip1H3C9{w&o1WhIsAOMwg0+>7iBt=QbL$Y5X5v}b?sz;c z%r~^+uLL`;RCx7Dfdr4^bMU}^CMc&Q)VMlQDKi80d0HbJp3-j8e9kKP;_dJk)Po^c zHt@sjBjng){|HcI1a6c$dvDM~;(>kY*h${b&4HN#osnylUu0@C4h{=Yy7r0ygcGea z1fG4Om|5cMaXnAOj$`@Z1tHK>#DZTlA6lYW%h&?VA8(2Yga_4Z;WS#Pm|fvCJ+}MS zO??9EcqF5ZP1AA8@#7B53D#eM`zXx@FH9UROoVG{nxdUnzR-EaNm6 z`EhEb_~B~|XGj96g!Ei=ZH46wO7o-23*yo!R}foEWb`3#4wMm^?A2RMTNd!uJytB} zHu%*;t?mWzIXU(kqwWyVNq1%cE&&>dXHjr_x_Mo6d)O&JDsHz~rX?>X2-uESYs3N! z(xMNKs*7ghSr%`-v@2C3i&LX>;fmrwjDXszXzIt-qXP>mWGplv+ZcYBiuEUto5?&N zJmnSHiq=CqRr}4l?!ID}Se0y0x3aQ2GqGN2%MX)JkkKH?6Rl=NJ%y5?Xw>?yygQo_ zp74a#&*fnwloGL(L=93z)-=>Gnph(gK5g|D_ivgE#D)vy*CA4O8eP~KVw;5~jcAw* zEyLwbx$gA$^;rY1$5LON|+o?K;X!%IjgC7d@)Cd8KjcFTG5G#l9^a8Y%OyJ77ZTKFkz z_gT8bF{i{>mibR(8p@s9i|j9Nljtix_d0{@MstnDMVW4eLVRzHl0|n7JV9rS6DjpP z_p*x>-z6?@`$lyB-w&SrDp>#DZ_C&A)I)b}ng!B)w+DUN$?D_sk(#Tn+uN-`{rT3j z+A5qGG8Oa*a&R3u$4LU%edgrhipEp!!ACn}D^M3^%o9s|Ou*bGJ;c3PXX+F(r?>=a zcYU8FzS2uC+}}$_%RAv}?F=GA0)89Lf$Beo(?ReTWUp`zK6~kOj07#7 zk8L@}rPo?ZmtHqkdS-RG3Ess;KpVh*AV$)iU$pz_iube9h3o5W&8?p=y_lh5=Uab3 zozXx`IpI>#tWw;!YE;^{6Bk@KhFdd3^MD?8S>2mvXx)2k;63JgoWzZL8Rn)JMsM`; zN*(L7=?OJGm2Q0ufrfm3&W|IK(US>DuA0FT)4rY9c~rYqNOYhH|1fT$^V;9WF=r7u z6x~(XQMCQ4#(>;=`|{-nIGc^X5M%xx8TJ41XGTjExqG~FBr+5#-ZhWy-uPVG$MUe`l)#x-W^M4V_lk5wFOMdT7K`3*H$>7J*(_h9o@glZYvSGlwN z!rs})s~(=FlhhCcIf}%+$%rDK!ZNBT;fQA@6>@p>k7}w)t15f)?%m4^dYq_5I!+%y zrxlPd649Y3-tCwc=%|0M?c^y#)4jZIrB}O6leXWKa6(-0kL#nHw_FMv6Yq4d3n{vA zZtJn=a>G6+6b9i@3tXN(+6^jAUvg8maPyqibh02n{Kzxuw0pMjzwC3b(;#2aop&KU z!Pv^w67LqJOBC1n-9xoA52(^I8f(vv>k#;ElI9vwu-rErb+@92McN8buVd~Q203Aw zyPrfK6G;@oZJid>6lVE8cL^Ia(fD_A8f4f`u@R1aH7VcN3+GBjdqgQ0nl4FLh}sb5 z;$5g>Z@6~pj%}v8G9Yfr{G+k`{d3ZHxp1-@p2HH?9<~_~ZogEplgcmFqnlrO7ZIU8 zR4QSAWL@s)nhDBq&tG}WX7W!GFR$ufAWolLrF+%e_YE}Kzi@#>6ACs0Ym4X(C ziU<7>i?V5l(h1TH_SwmWJMN2)1X5Az5>IX#hFoEPfygscYrA*vYi2Q{1DJo(^?yj-yi$TM7Pp4Z0;tt@h~o{@WvPK2~z(I54&$xJMW+L zt#Hf98!*?)J-sXQbn>z9Vx34?zE<)Jp`5AffjJ^M(}rXg{T$|K-7+E@I9)^b*=7dX z{TCEX&lPPAa{lk+vwvl@S{Z{#$L_rKQ{d?Ej`d&dM{e)poM1@BzZh;21!F6MXW=oZ zST&Lv_xB1p{srUEi%M;xDjc{%SLM`K5VN#arx3m9L;M20Rqeqci(g_kWilwGaqeVQC1}0#EYwBZ~M~WFPB!54Ju88qBOMov-GoJ9NiN zLo1Sij9~jRyAPJst*|&p8@1BSN9>Mw?rI2M-EK~XwXx^BghTy+`~zv!DFhu)yALRt zHx_e3v5mbj^aS9*8E&E~icuf(T1;iy4IYDz`tgHM0;PVG6qc=N3&Sl~?-^_+7{J|A@=%8QA;V)A9xBhDBg3H&I^4~HZ3GP? zx@5p6A4yo!%l;W-ItD`FjRlX4MMsJFXs%n&)4M=J=Nr+?FV_lC`E-gW5PQKPT$XUDV0lACM=>B3JUQQL>K@M!0oVcC)2b zB|h|F?dCjJ?Rx&iV*I~6Tg7bFmN`8ByZ!utkrUX?Ks@!&ocRC$wSGnSnbu>;g^3UO zj04}(id_KA;}M-V7z|>@A4{4ipb}fbnIJ*fS>czJ*2UPAK=P>sZ8`OVDPeq389nyC7Vujps0$6%vJxA(51_MFTb z0b`*VpzHd@q<{HN|8uO@d0t+nVM&IBJr+UHIw35n?lD{uP;P@Uwzc&+2mV-5P;VGe z#su1P_sIsBQWoMz>KQ+CtQ~Q4{xKT@u_U!4I*7mgNZP!gMw;LEWGv>`m0Is8Euo_- zM4V^QSnO@3bSpi?4oZAXrUb5yz<45>J`{jGsC-LL91Z88#ksR5uS1vgG>iKsB_daA z63n7XRb1_x6WWX7pM~*LIov{xSX?i)BcF_RKT{T%YJ1=}zngzZ&~*wq0~(%5Xl<-x zUV--1D5*m~CfR#bC(gLN7J6^w!9IvLzX5jw`QP-%7Vwdyf3TUCvE1LxoWh5Ogq-mT zzWTms5dw1%s^B-CeoIv^w~fRI=Lf!gZ1JD`a-^zCeGaR)ukxfJ;HFpki0nCSR%l1L&3!b0894X;^8eF=rlTcRnv8uH4 zMLZr|Fxwxzw)X!pO9oEcq=oe$5u6PRWZ zrMZ0dtT_C6*ej-Vr|_WH`2%s7D;onCdO+#Ei(-^7)rs>&Jqi-L`nI{p3Yge5C-Z{-`fN-8aYOBhhA2H@z_%|+cs>JPbz=#>brhiTT5U(32yHeOi~#kdC@7fQ?b}aETa5mAx1rmMxPv*rCMKqtad0hFnh02Rd;JNH7ooe_{G_2&0GxJg6$HdCN*|!R! z)jSy13%1z=(C=(Md8Iq|J~c_4CK@BRqsB9!G}iRYdp}c9rj82B&27)sAF!Y>B|)O{ zFIU-<|0ynImSdKVb_;!3v{7goVd~}qk%c*LGO@X}ZgQ4rj<(*{j}0P=lzf!rPF=Q| zX12E9KgbIQ$!=@+-l{GOym$W{J!_!%$`7Z=b|DVLlk~?;L69&j)78 zx!c~-ouiR7790ps>@VgbAc$it@=O+v+gm;K?&MtDMGe<<4FT|0ba;|pT2Kh=GhYAC z=Ij5<0VA>Xy|uq+LjW%J5id&YY@I2S4|;azqUg-Io<;q>6C_h5JU+tpuzESxL0RH? z!haNm7>FJNf?4tbT)%sEdcH>;!L6tqA%QiUh;%z~MdfcC8}xYSI!_y(v)C))C7U_n z>D(m{g*uLf;NkEK3xszuC|%TSGTf=XesE6SKkgm3@By{DcoXN&^5Ko$qwQKk4_MzD z|2O^~M%i^)7Mqe!i~WZ1>ny9b$|2#ctD}jE@@#JnXg1m2-YHtZaOWaS+Anm)2zsVV zd$ers+r2<9xO}+WR^>ds^2sHmah!bPLSaIws(ESntftkERe7E7>OIJ)j;{mO9TuB7KcZDLeZ|U-#0sniE@B zezkrY+$P6ZF*4Y0Uu{hG?o#tJ*R9dm2CUe1UF5hyiu%(@KlkM(dye zk*@&r&k6j)^hze&a0?fSJqH{Le#ZdH^!4F&mQ)FLA78tRb`~YkLIVN;N?p))VpBWm zM(@eQ*A+KqQnL-eHmMVPyf$_!fo%~1wiikc<4gOb2p9(~*!m#KU~O$4+By?7ttJr~ zsjl||A_QR_**m&>N6esI!^{PV)kjPsj_=y{acy_-Oz>!iQ#9={krFzp1T&C4VwH>4 zq*PMeZ|*LvT1238P9YPLg^mO<{f=i{aoUHvvQP(4#`cAd-bbXkQ#PmZl$WicF1?_b zqd(c!5IU?y=OXvN=S5NP^N(`~2PMJ!^1o?Jysn*PWIC~hebpqR+B%du9$0|A?HeJ; zd5bop{*vi5!#WH0t=7Ffs#88Dcdb0UV2Qg<4Kd6+v3&?e8KH}Tmmd>mV2o!tzcc3nRAe`q!Op91u_hJSe!9A@gIpga=+6XHoVC^Yo|)Ai6Vv-f$kI-L4D%YK zb|wvv@KBveL7n|fMASvhGbyYP33-KL2^CFISt`Fe2~wYFxpyCqdBeFv*CrAIB;DN9 zRNn}d%f^=**}M5o!HU=r=(QOvmKF%u#P+dXYq0gHA94LreC2yjV<*81C{sg^oCuO$ zj=rT{g=0mg=>lBy&P+QKu}gc59+-|{z~BBU?#N(ZUTJr9Wl#>gCY2_4_$v|^U$_qLFbYj zGGaM1*>CnAFGKLa_yeT{gY}G&dRbPr%xKuGI_-gU9t<6S3fXS~uU80cElCHw_Hrgx zvOIPvMUo?Ms7oa^1$s+2=KO%F><3?G6N=@R7I10-IFJXnJ=1^Rxh17{?5-|50nl7E z;xjDIK`s2%y@1E%X(nQ^+>P=6j`Uwtt}#4Lo%L>Qrs=cCUXz0z&cRN$U`<7AKyOP8 zNc?)p!y8jMthVZr=x_ZtL*~Sl#pQDC&l2y~>GBZ{`1r*Z?!XSuft7IaibxkMGTFtDBb2pkvU0thRT{>7cR#^%KEReEc6;6aAwru zJ+FuZy9DelG}sYEPq52aag0Ua>Zsi#T*7_ZmZM&E14NBTrgKjY-|ZQ|jEWS!v!(FI{vY=S_? z^R^E@g+eD1kB0%8iihoXAR^&r6PsX^cE6rN*mXOhLnTjSQ>(Ls<>FjW&Dd*#utW4O z@3-uz&_Le8HlaM&I%1T~sN_?15SI9k?3B3G;fqceFx-V&SOC~UJdnG9(sWaobgtJg zAXX{~$0fbqk2#b1pHJj`s#5g49Wy0tf+c=uWoa6NyQ0BEf2f2*ndzY(W#zOjvyt)I z#zW$6xK%|g#Y1I!w~KVM8=jm#0sUPsF$kj>yn8EwX-#oCLsa@&`j-TpT6QUBJ{;L` z`fkwFLk)eSG?`PrRwtULS2S- zgkP2;$z7UYc%mj3BN16+m}YPcJHX;s|@AVgu}BAzRBx{~P^**TxTgrm$HV zi|#MnQxlAtiNxBAj5fI!hE38;bIqfM179r*r?uhT3U#{=YhN5LSM;l)@4>((spZ-5 zs|Ge?%&lyC+t$+D+%CflXb=)ojz)8t#Wj1=hYOFh7fYj@wmZc9zg^ zI-Kb(s)+59i_`WO-VzV}qHDO*uTCKjB#Qv^XB(MVsoo{FMWj2!mJ z3|-i0ITAVesoy9M4)AZB{Z4=2e)rg8fOp_i>zz02Joi(WHkdZKRh#L|VbmDntdYR5 z@f@9w;2FJ0^uRlq=;8w!U~StD;--0ht8QjVWh}e->*}@QCMfB)9E!>MM5+j6VKUEU zCzl&u!bonE`tP!Eoe(R-G{!Ys1l?O>k8EtL*=8k&No?$j2{bw60~Q z1qn=E>RGBu0w!c6|7aR0>wEkvr4=8VBI@Oh!ETx;*m@|In$9E+~y!=frK(#ZS z6O*lpTz+$0yd;h%Q_0zt^)8Fl!TGufV_`2FeX$=)-vr-1K*biR=_@pFokAXxTLHIz zbS7UM^+=z&J2t?bnq22o*2TF|C{(BCcCSY;V~Qc0lXIBB%r|$9Jkl;aK9OfO%vn&* zNWcIv*~hv8RrG`u1~{^xj-c7eB}aYYu$<3b-&c%#R%uwYDFS?J#H5=b*vKRa(ty<2 zwT`C|>LH+(MgLE`%>MzLv0GuocySINn^rDzwBR+~($Rf5HB;o44C(?Hv3dz}Fl=a0u#-CIle`wy63tM`y^v{Tt+F=86mVao z^PJ=4bb4xELX6BPxX6Rw!VnJWlo+S>8v;J@9J40Lf1nzz^Jpm7i;>Vi=y~N@E@w=T_l*cUIERPk=SxjKbf1wHSAI>VR9?>TOXYTS4|%3EQDk z>kRomly>qb*wih6L=%A=V1gcF1}2kV57rexbdTW8oITYQ#iBR%27bV!{`7f9W4=xY z$HRiJ6obqycC~G;yBe}w_zL!fku5ytna2kK` z^HclJ=eo0f{GzMm)kYmy&B>fOmO@gauT>-rY1oM#$~%&F)@8`2el0Eh#HH*xMZvJ$ z{9M>#0>hwz-0nmi&msc#wYJ+fbchx7vb(t#(k19(Ng_q@m&i>~gd*jEEo|g@fekD- zUs;OcgxKl@kNl{kEFq2$;CVH`J9u`T*xAg&-;F}Sm^_+Ct$a6K9YAdF!cH(;uaDMg zH-G%ZEss{?qr;N;KM!(xF~mKvax{oWFWR9;)?w(iAD80MerB#8E6Gs65Z<3VpADO^ z$;!zfNo;bY3>s`!;f1JV_$2bPRjrX^1?1P$3SUjDBl%$Kx)qZ?W9l z++zJ(^IGHM&bWslB^Qt;Zi9 zWT0b?Sx+IV!?_lTB;OqqOcnZe3D^XV6|DL{9inQqTZGR*ws4dz*oa*?8?g6-hK1c4 zR^gV~$uth3t9JuVnkW_ozTupi9J^?E75;7pNu{q#x!swNUX)@S=BT2Ete(KhQ0-Dw zOQ7rBIh@ocol4{h_;f`Qw+=;*C5dk6IwGsxass)vAWhv52MD>1rifURVE7)K%fvYN zt7#n*QxpTX=*&Fr1@1Uc0{K26%3M7O^X$daPghAgiQTB|%9mT1g1*q~bVx1{QF*w3 zztx?p8%IR+xkq2`p)*~`?CSaFu7j}keAykgD+dJiSk?s7{vxw`8OlYn1d_9E*TwK? zb!wAbY$P{2LW{mTEZj*lin*)v&-+EupPs1E!*z7;9^O!XO>V)#j<~K!16)>>`<3r3&ROQ)<{Scli`Wlwpb0c_UN915$_n3=7^;BYbt@ z9C!jZi3S;lF^YD(4UIiC+{_mtnS=T2twaEgdW46(v%O80WXP!8jrXEAsl4NnviV7d z`W?9=&3Aj(-Z-hJGSEisov#hp=p%=ujF|Cw^XTts~XX_eiR5!-`%(e6HQ0*IdlH@z9%ILV}u95|W{z z;v8-gsv!fEEh>M-;mD=Eb_!|F#}FN9>`L9a(hSW1&Up7L?`kAE~ZcxT0JlJVBD#G;;1; zVL8Lo&l`&3`eeUdAL_{VWUcyg+6V z{cS!1yoKfbBhVhIWq?q>1Navo6k<6XL9Zv_G$nG~{wc47T=1^Xq72bdU(Ta!MOLCI zdDailm~jR*?V_UiM!CzDz*qCEDdthkN}qJYr~e?Q8n?-YsQ@acQ%KrlO-)oXZQ-2S z$y&;y*0>sCy92?xoO=?BccR)%w{1$F08^(sTHS*?RBD)4Jhv8G;a3 znNFgk`P#NpAsFCiY#|2dF^vYrMJ2~nvI ztVF{sqs0b+2Cm+V25$`Rajsyx>G8MbEY(2tLPDr&)x(R#^ySzy3eh$=&I__kedBeU9U!9s+xgl&STgi`-A zm!g<)-ev6XS^)^au!S-{`@90|SYy3_dv2#Y%EsR#r&&3CUj8fWO*0YpM0Z_0rkB_=F_x(5t$F3;AW>TJX166k{eAhI1KyR7Wj`<( zQHpA-CsfrABQDYCUiFw2$8OTmX107F5>5VC1)c5?Y`S4tI&3kTEYAK?Ywam}1s^0t z>btKsXleiN^A;{jti9Q5FGa3W@*2$z#Xml?ysBb8EH!xVh9T^0n^n_SXPklIqJ=!+ z+(TEJB$`g%GVuOmektQKaDUF zhgw24$9$h`QJp!h;C{G!M6n>E=+IDPtb7$I+l2+@F}?O+{S;zQyoPwQnY~-h-zvdi zubzS@UlO4B5z(WFampH7tW3k{Xl_55z*bwT!+#i0eIAwX@$y@6Vvf78wg^~Uyc0+j z4CIJt)-I|jtCKV5&{HU=I)`@ah-2U2fScSIC@t3Z6AnV|;*(M`ax159V`ZE5}K%`B=03=m1CXw{H8-I_7Y!CO$R-fvWVDN8UtTC4Y0- zPA>95;uKN{>%k7qd&cdL2<2LjbaEzg`Yp4j=KxRSKXEk0gnbE5kGhp=b$*9`Nhy6K zPA7gJb9-W!2+WU(lR#l1<0{h?@>56&II!Inf;~Th_e5RxGbEbs65-44SU;q`oHC6l z9+bfu+_P@(m`9V-9chq_AQq9!kD^bsvv<>2@B4jvsGi5OYib0awqfnW#kMAdW~09@ zd+%h&qH<0$=Dg7DTiY1zPTSR0ZCgZ^;=Y7Pc_g`{UaN(}v347eB{Uht-?~^NY>Ny` zhVtPZ*=AxDrBWz&5^mc*i+L37P=5ze+`P5j&`8i{w`28T=6n$qFm_L6{*o6-%L42{ zQ{6k`nla_|GfslUi>um(8xg0F9wZjLpk;L=F`|VBcC-QuMX6L~D!-a?r4K9CmehE( zP&;)UtfDTAFPK4j`Wy|%0z*mL9vz*!g0_Q1h8C3)_OeCudADtD*!ow90veR0_n%-E z{$_i*ebeXOt4Dg_dEep@Z<|8fJlI zK%S@~nyM6INF>NF(P!PBYr;?T6j8H3bQ{QC5~ztuWw6Ow;)#-hS_Yy_wHiu4j7lmN zL!O^PD7o7MiKfyPi|wff!Wcg|^4-*BtmW3A4YaQz+blX_^If$Px;ZH14N3|Vn3V=v!!@Es~Ra5zzlK2hv@v9nL~a;8?4wiz;=k8 zs~SQ;`g9Wywj7Fmnm@i^Xjv6Dvnt3t^Sj@ufbDrU$e|Bo#L9+(CXbFajdF;L+dVDq zS?%_s3$pao_c5>TA(nFxoceiB6+sP7U|Pnjuhc!NIXeCsy8lxWUtP`9WrYzJ42H%d)%fVIogD1IhRfQcgX#k!jN0#h zl@;%g3MU;6Qo+6h5AE^;_v4{z%Hp8G1>;h-g`vcWliLxcwP?e2TpEKfblC(%q1FRRbL&KUaOw}pmvVAS+zn=<02Q|<^OaM4T~mB>WYjH8$1{scuu<-(Ps;1| zGBJ6lkbAaBi$#AKsxA3X#cm=oz%J&%jwX>uxG0O8>{YJ^gVNR_kr{ z_)Df~_S4f#63moOkcCz)&i=5u9xTo&=fgL+AvU?)}afM%WHWLx&=c`f|-WWfv*ha&N5+ebRDG>{;y|Ky5iHG{ zh}~rvmU!amH7J21uuUadcu%cXic5EU+qmi9V4=kT2KWX8{~`-Jnuf(>5C2hB&v635 z0iK@8G0b?YE4*+WO@$UhxbNib-M|^lH!3?;IEgv*r~-YK4c(|_6yh@Ou3Ytx?~`7! z1nL5GLehWI(foYxA9(zR3!>32z%8M9c%_(&(re@iZzKyfgy}pjigUOUpZQ$m2C|_8 zr>>{V@d?%TL?`>*)zO+~UxhheK#nfE_ttO#h1rZd9O|jyUKZAk5aG03N-bgcDOV)z z{{Db4j4O&a=%Hp{orVU*B_buMG}p%FIwFEruBPr~t)5j=tL~v;11sMXyHw)frs~^% zkoIpv!f7ssGQp3&uU;GO!xNO0F%i~&H;c5_iBSGi+jo$QFrGr94G(B{a`D$Ks`oKI zYrll^`dm3%X_Vv&kt30vtbR}wDDz+arOYqJ-J_9ltK65*zLF}Cbo{%PC%k2332W?5 z`v=Ir3bF(@36Mui6JPtAUnAz0v1d*!ER>2|*Z9<{$}Qml%=~7Szi8TklmAF5=zt`G zB)tQVV)cOv(*#MF=X!k@tOi;#OcmXm_}(qnleb!y#h=#A)B3;&Yfw8$d(7=X+OB!E zm5Gv?WMNx!pATQTyK-sX1Hhu2xBwc3U`_lS59i?L7q)UnTZCDP^7hRmy93CV1_8$X zjb_|ReSzK~Gu}0MTFnqzKB0L*xi>OFK&101S|I-9Z2m&+7MTzB0*FOp2LL(wH)K4J zn>|oGWhCoR5?K$V3!MK=(uFd4ajcl8;qK5WBqlGjdoM6&uq{nN!ktot1q_|y0WG#& zZ&ke-OVkty#ft42?vBGwa5ZyegBkDc2`xpIXIttdS6?e5qC&J-&>rm@p5WzBaobpl z$Y~8+B{I6~*#fxM8Wz<`z?B69_)R+tH>p6=nylFML>KFg;MP9(gr;niVnDq98MbFJ z+yl%6B^+2f)kFNoO+`!v0wiwsbhh;kEl(2i?7yj<#GLdU$T&F%4~3`EPIM}8RaKpEJFKO&72I98PS7eIGYFVIFT-k7q;Si>$LH*kH0 z4OE)aJTpv@#~qcNrOtevo(t!&S0|2KfR~x1bi%qW>+JnOpfhoKiI;v1izIFh92!iW zNn`G{i)Kjli6AlRpl;izq1#?fd$UsMoTPUc(ubXeV2;*b%4!FnlJ zXZe*8?JIPA8r$2K5)GH#RhTXj3K&+2M11cr)g`ZP<#kt<&w$u=r=~iHfB-N${{RQu zp?|?1`|H6j>SfhesZEM8sYyv348z3EB5>@mqh11=RgehC!%B9Itv0R9#G`|C(90P= zg~SUvxIMvKTqa84adT0P1gk_VQFe-Z3CFfuD@}F}c5^*zb_ajr8O~Z{DyRewaVMuh z=~ksBB`Bkh8@5wGddtPju{eq{#|qWIN!jr*L*uG3B@cLsVwZ zhX59{*OQkODQIB~yEBO=V>P0;EtUO^`6%;y!jIV5M|CnU1 z%X+KMu?UQh6=K;BaZ}$hEIB+Qt<%D0xKdFyxPM2nz?F89a(@kb$%uS^KX=5errnXS zX?0vRXSIpbCtg!~TFx~Cu>UTFSxqGPDG0b}!tO>6KU~`@WX%qf33zeA;al#UJPRj& zQCOTg*m>b+IEGhLdmyK0csTKFt2w;TCMMoKeii^Al)Kw6gWG!mSNc@alPa?|`7Yp# zuj|?P$M&shD#(w)!lb7AuS{2wjG7K6V=juvtYhn5BlCw^heCPft<8E!ozCsrp%Zw{ zfTJK@5&Z3RO^LJM^BmSNuO}niO|HOFcY(!N<7+Oa&e|NCKJRFx5K(Tv;;1psxMlUk ze@to){FQQ8hZTSqMhRb?&HhV}Bm+7%m%F%mn zM+3q-$}jC-_AX>7cVxCM$N{uo`YT$e-S9{Bps~POFZVa^MZUpcM-UTzfVEYuhpINN z#9a23jT=NGe#$iD@cdT@IFy_=kl7c)!B*` zY%sOl2~MVzxYQswq@xlR(DO{qA4GW?&A+pl`#(*8vw9N4sD1lR0Qs|kXI`XPng+>n z8n+{;Gyq2aAxtCf(pv^11Nm#scxq0{A@(o4il3*W3piqfW-wr&?$vI<7PYU#wyppR zjLN|@!bcEaP9e_2HHu7>9)Qk(vPX()B>&A_y0ckrXQSpXU$&dqz41$VfRXTL- zfO*OE>uM~&vDV;0)H|EMNu3vr@mZ~120r1Y1~kgwpyD;jJEK?G%;34a5Bf_&GdmDy z*KGenYo4~gUw6yxE-E|TsM9@cFC*AC+`|< z+(x=jhtr67=$ed5aD_eXxhH89i>ZHdQNXhovU=LJny9PrwZ}Mg4;^1MWK^j$zH~XkSnv&{aYO3Dq0V z&Tfv-M5@MSmm8I{`==kKn*VIb;bP0W<&`Ba4AL)4IMk>%?3cAG1I@+alPEb@J7mU4 zC)P{*BL#Z=Udnu6zF3i;)L|u&m3<>NS>nrLl^}q*zfz}{=^JXdh{CZI$XTdCRmB9Q zFg^kwVwdgyBPx# z2V$fSHQY-Qir(?YKbc}ZYF$OriIH2MLv=|5EYIhdo(tC5fh#AdMJTX3rpSy-*{gFK z9-cP#=1;}E9kC$Dr}mR)MJU~SV);X7X}x5s=60lAg;*^al~s-?E?okBKO z$&P&vRpc?;T6$HF=?Hu$O@~W%2u1FiuF{&B8bYln?s&(eQKCDj8^}rpyTKj0!_^Dr zp#}+Bh8yn&5nZ~-<3&V$7D%H55G4fc=XyAnyFvTp>3CPtkc>O!_O3uS^aryqb|34i z3uYD*#-cwCrEg$yRkxMuCM`efWta0HrzO}R4=pq{ARJr(Cgk(rKe8jge~!|`UV~2@ z&e;G)7jiRCpG-AQc^fkq=uurZh`WqbUDZ{1HCY}L0hd&0=>v*#Vx{DNN;~u~i`xD! zt>@pk=NXEZStfMM6by-wOp!73QwU56F;OS+dnBr-ZX+8OYgNb^NkuW1`i>PRu&;N= znEzs!jFGRi+^t*T0fmoEvOtK2`%8$HbR&P7?GUH=6rwM+#f?vfWKl3cvm<`*3DG__ ztk>=;6gtwj(9H>Dy@t#5l28TJ|9jOtZ+P!Up7m2?@%NZS+LvZt-{-$K zri^fW>1Jj5QDF)0n#IiJtcP_i(e%A4&)oci{5(=e!|8j~c2#nFTS>1w(op~4QT&DS zt+N|E)pdvi5=#1tTciaB@-~5qfiQ0nuxUsA^Ep24ak^egnT_$RtlPXgI&yqn**9$# zA5hg)ZyGgJTra#G5^8ZH4Fg+F>aoJikYyT$a0t%ut?SYdZ=&AK$njfq`A3<)T8+ii zd{#g+61^c55JYH4duFF)6-$H4ZSb7WvcJ>wb+mHT?gcSWD>E%M6&5oXUiRu1cvSLO z;&S=Zb_f5@&Swsr`{-fFJcv7?(LwZ=Bh6PuK3U6TgoK&4&VQT(4j(=?T^Lj85! zi`2?rvP5d#*S>Q9yfeBQ@;s63pl)h{%q2*eSiYq9)fT;g92avzND9+I>k0H5v>6TY z>b?H>(wWrwGuUO#k4iW($iP@m1N{+Q7xyovCjBNarAj`@kZ{D)JWTBSexTaSgS}Hx z_L7iTx92M^RY{7)EsfSDlGps)^CI}Y9)?qR9uMz&;AL7UjV;-Y-bq)6jD%hM)+T3~ zPr6V;a1fY&&@{dDSyykdqB?{3IvKpU*Ytd_5*}oSURXd0$5?_iJliGZ!S{O_BkKJ{ z#}q^7{i!?ZB^zbv`Iyp00he3HueBSa`~mKK*D4LJn%|wex8~QVt{BLUak6Qn^8N>o$`JcvFr!gS4S5~ zZT|0u+wdv-`5q8KNpfYYwu7Srvm(P~CUE zMM`qFd;*fMaq8%BC-mwR5iu6E_&8~Yybw{3W>XYRhO=7PY1s3r2fp8p0}IwQN6-e**6r1lebsEajVq{vPHt)QaL8`hDqf8H;!4 z^p{lY8BN0(tkmg(KJ2Y1xSp-nsq)!#Ia&AF_0Qrji&hW+%9M37YI<1kf#8VNze;{; zom$sLyy?^M*hw|PpoP=s;ZsS9Lv6{6F3snBfOcK05C<|7vzdEq~ z1@WGAdFMFw=(ppo_*NgxDwogq9s=V%sn*H9sTMBkVEl9XigQy?(%*+H$nz=w9irneBiabVL# z(%}Wz2y7693mYMx{>Q5G+t|j+*5hXDvC)&U@-B~W7bE{~GjC5UZuE7e?Sx2%lIlJF z$Ul2-S+}?aP|(PJQCoiSn;;@((T>pwSN_)DU97#1ie*u`pG4sC0nJZ?-7V1TdV`p~ z$#h}|M2qsWRcfZs1mw%ce&E*FOHu4xY{b_{d$XGLZnOi0<kH_Sys&9;y`j5?0O$p)s+A68B8qcc~+DpCRf60mcvp zaZSye1C3PWw@;)a!ZMR2-6mBRGFaMl3z*YBs{iEOQ=?p-G{><@CB_Y2>eFp+*C;4c zFMm}K_yS}@Y#*vt;Bgy;q&D7t6cx?!!DV&MQJ6w01m0U6M4(rg9DER0_ZOv@yklS6 zVu-v|W+T_8kn%leAwPAg^LFwMhJX0fI}&rylX;r^KS98CT@Hk7cRG6d9@%-xUa$Mdp2N1uum>!OOH)k>e7( z_2@0maeaHjPQs*m*Wh1s zk%Fe4Jmt#V02L<8WI^mJbRVL3=wPLkoW4wn*6H0EOOOxb};g&cKstp3-J zT?Eft%iCW{VQ_=9V>^2jJfx1L7w->+-Vvbo=kCeBN%dw1rU_J3co;zxoMUP6 zUQ*gb2e!hBXQq|oD2kk(sfImqw{Qw}!OV-GFpBWjP~^N|Mxw^Vos5!sjN-X-v5>xs zzMXc;c6Y&Q$?ox`*=bzH1m!vYCQ_Mp`$bJ??0^SRy33m{6+D&B!o&LJY&GZK_0m(< z)jU=UZ&{Hr*kpS%xhe9FC(_>86;6_yYg`z@;A4*SQgmnM0}&6%=Y=PMaQmY&P)zDn zd%kCldV1D7OwnR1WrLuhX+fVF@uk-6oLTg0=z4RyN7aDiR2RYUfz1N}AztUwkn48O zsw0HnI4hT(X@pqOr@qangwkKiVQHc7)eIbyyO?yWWZscVY7ft-SW+aTyDxK*lDcW( z&A_>0DU@G{5yd7gHKdW4Xod%Fz6% zV0Gm_^SR{Q1l9VZi=}p@0x18C35860?R!?;lK6Oht<)TfXq{fAiwes;*1S;7h-8^rl(^-XtFKt_)4eBjUuUn(95+={F%?B1*&E+I_tQ&ZD0gT&yRD>W zAhT!gVp!(xu4b>Vn^0Tpk3A+efWI}sBQ*&qP=Q?HP=I#(a;LwE6Uf))ro z(0SX0w6omw9@*LfF>fC&tK#82kmt7M$#ZL44c@0)7nb^n%344L;cG_Z-IB8sVMc3S zI;2>V%IMBNgf3a|y*4J#5!5}-*g|QyPH4E1B#{(}KL84%5{J9D2~}5V+*@i4MlIS$bFd+cT{3_PA3}cWskWv%vdq0W) z=2)y9>jmlp>maJTVb1$8PP#yXhyR)y5oJ!&LYp0-z%Rde>3Ef9LMg#Ga!!Mwbe8VY zGo+&1Yg!^5Q6anB@F>Yk91RpWB9VC#X4xIk+u|A5*B^tBo#T&N{&wsC#()2xHjcbV z>xYp|BSxT=w^Q^W7hv^wgpf+e3V6(o13BDyCS86(k!`GbOpM2HMN&H7^ z(tHWKz1ZrV(h$k*IUNZV9yU5;nj@(?OPN_CUe*f0+a_Ad5_SV_jTp`Frtm2ZNhKaO z2yL3VLR{v`+xTAIy9d#~bdl)(2z3Xtw0F&MAf+|osx^e+>$LBod6}obc%5Cl>z3$i zts(F6(JLawJvaQ2Yvc3Re2_Ik1{JHn>m~F89f#R4FX;e#46z`Y$TVq?oV1De<8Ay- zrmY3(s}N9M*q{Y<oq_*K3zJn!aA%oAlmAX%uHD%j;8gUZxCb-+$8`E6}aSe(e%X-}Sv+ zR74T~9F)WDW37WH>znuE#a84i2JZMVjgfe_W?G@SNp&5j?s?^%tsl6QKFL>B&Z zQ@!wfa=FL^_B0k~O7O4pUA9>(Ns`;E1F(?huq zwRO)Mm6o9ps{^##Jzx_W(lH=N{JIUjXRc43O1ruKBUh-F)BkDJnvo|Y4D){A<4#Ug zcV&w>Re+nO(1%^qXRJ)mbaEV3(#OY(yBO`$FMnxBGc)^xCs6ufP}e}KD*CF8?M)@; zt4%mb`#I4i8b^*PV>-=qT{Ju;)3#w}CO5yuPG_m>_beCm;aj(P61qV{vBRKQBoKH} z8E&A09(eY5Q}uW3MS+lJ=7NsM>!Xaf zM&2tcW5$X+H*a2ZPyxj?TE6pc{XG>;0c&;2lG^V+pX;xh_&?OWbzIbIw?2#oiVC8j zG%6r4LkLKhsI+tsr6AqijDmj@3q#o)^%M!mmLn9yneVEBUT%{(OmhkK#PTbvKEAFe7vWwh&2qWpMj@+C;r)%l{;xJJvp`3y)19Lwl@$G;|U z|K>4y&Y#unr7pB<@g#Z)UO%yUGYC@>G;2x_#vA_fqbaJc{0ZZhX;w=T^H*k}sac)9 zt}SHMGMJsT-Qj4^;bTs)$+WtdjWcW7nZtBuKs9`SZadX? z`U#1~MH_BJbWaDV*@8(u6__Co$MjWz9>T=_JP^h~^&(TF2BO4T@Wh1Yq0IVB1ig{W z*`uJm3i3w7!;Ms=!~9W3SEk}-U;}OHFfsEh+H}roV9#-)FePc5L~nlnf^}dEwj`MG zDy;hR3Br*M-a#<=JFL6KX=vFl%8p9d%^{5*;H~It-!a7DbxYqW+g=3IX>VO60XC_PG{ zr(b~r2%mo|g7J^4`^5haY+Xu4wjWflO?q@`JZKU%m@WHxciQ`X1i$%rC14Kid>|{_ zoasTfUpmP`z+HS~-ItSJFgy{&;N^1OL%}^i&ID^UJ^qHM*!}AH`a5@Gj>+cTi@DnH>f}?-(#%mAy1>bU||A4 zg6|&19ZpX)5BTN$`Jj7tPS5}s!kWjOxl{mpEyBMEm)LNiz+v?}V!l|9zS=*Ruz^2t zH)KvGf9NmpCW9(P8zUWpL%NRx z%ZVpn*O23e9yv-=ZEgW-D%ZX$G#v~KE@8@rwm8(YGG4x9(lBJNmoTy~b{ULgirz?R zR8P{spl2g~sLE90(oc;LEb^xBQxUbzoGZOv)9$q(7wQ*rqFQp*y-!Pih`e{~-Q<$0 zTo99oXMQFczSuX3H$}(!Y!L-%^(Q7HyI2V5uBhKOpAF7N{ssWLpuDo8$lU)G2+lp zUb0-vHaL3k0is9JK83@8TT$Lo`1kq!3$N_`ID64LU*uq(_35w7+OuZ{&^Fu2rvVj6dG$VnWNSHRhRNPkKQj zgvPLPo806s!T05>@T=yA;ppp@8weddH2pgK-A0lP`I4yt=0V)q+C>8i|bR2kKvMdxd%l4m=+LNmj?;Mpc|YcggtK2g{Rth5`Qj^5iO^V}>o#BQBdbTWJ!h z+G4lLpL#3P#MGtD!C+Kqa3X_f4m+XJ1zim~+5CgOE}xz-G|rJ}z@GU<1QP#P6KYmr zGG3V2Se;mlo2F0Bxu+7zXc2I9<>PqMmdoxgN8v18&VuGRs5z;6Fhb3PGotseej34% zFA-AAE7-Ulem#sp!rn)GK+V~_=E4Gu6BZMjH0vH>$==qu7Uplry(kdi9D2Nah*JL% zci;hNHt-`3=TH7L_oO?xZ2J=Yq8I5OW!s0zi#YqlE0y&l7^ewFrE;4`v3s4+IE9?o zVXd?J?@0E&WM{Xu5Lm3%*KaQf$V^c>ezv*8O5MwXSEUS{JBG=AOT9<13IhI zzfC*+P1f|EWmNwQ&*7pD10uqWP%!V&+Yt+UDY1|Jgl=iGP6^!xEDscZ>iqc4xCU4% z=Z6nQQ3O-%Jr8*^5m)-HV*k0Hvp(&BVXK#Beu1x%GbhU|&44Y@wHfpG^ zpzZqo9`i>_+)PZUWI0g+IPl`3p0qsgrncVr$--_-yO$!(#t6m!In;8`)-%(^y;m@? z@@X|CGn~Z9Y+@AV9=JO`xnl7H=N|2IL(1=WkL>0U_8d>8dhAwi^L^SLQ7YE>JUsj2 zEqarai?z%4&Eq@s|6qKlcChejmQ;P<6$b`?Rx;r^x_%{?c80TcdIMp;g=nW}H=r^p zEWz9d#(qj%)aVx_jH$K_T{K~0k*X-}*NsqfNSvdy5_rFZY*;>yllngEhCVj4Q#zrt z-aE}{n!Pt9>>nkJ|?PzhEF_|QzZ0OOqrZzz$EO??4tGj;g zP*wgcABNZ|b*#tRpjUp>PPW8+&t*5 z`E$r(8O|PJhStOUbWFp^m7D2> z+htAwJ#V1eaR}fUa}g1-iHY{cq)?BA7-&IWMW9W4gYV9Rgh+qg`zd6QxG_(? zrKRY8jjNT^8+Jj;OMP^(-ZcneI3d2o`x@@kH#)FVH<&)2B=Hc!#`&{2Ig&G#=*vuZ zS4DV7mgjg(MvaeF`|?fCrEk;to8qAdz)_hh zp=}NV4K^zgN%p2!#Px?$@CafZiBf1$gy9#WnVeqwN(Z-O+?x zu&?%``g^y_+uTJN^nFYKGxWmuAlOva^73wJpKP4;^2xSxo-_J=m#h5IkVE^*>Y~bb z%B2OL=B`5KNSe6s2FDI{aW_~lhK$!GYqzCVN8VYuP*}kH9e8OwWbhDQ{9#Yjss+Hi z8`SF}-ZMGxmXkNgL&M8*O}z;kD0QxpwbyVH{DMVr)U=K@lemFuxc-1PuOE#y?A?34 z%A_#z@-J8`6bU{;^4mo4T0!y+?c%9d8#(@o?^>mdNUsaYc<0YxU%YL0>wD}0&&q2E z{=S4DJG?s}1^(j|9PLtA!GS`(( zt<@%~=-yeoWr9N8XyeRvq80Js4y3(!KjiToPSnyrq0TYniRX%L^3>jCZ0g2MI3tIw zl)zy2b~<7?0coP@;Fv*CQGTP5I3Rv2bWtEHZlJJIWVK*LL6k?{}t=<^14bI1Vit2jHYx(f;ALLU@JE;K*n|d=6 zobnhIGBKdC)Yib1e_=4elZ5got#S)9*4+5lD7QIf9*;E})KCIuZqbO*93vh$z(0jB zhU<^RyQt7k@PMbx!EWuBz4+lkI=;~2swr{0l4~lTNR$MJ5y1$=@s-|jsFq_yY#hRt zROXALc}Cr%9`gXlSF1St;>)IKTenc#NXSa5kqfulW=$$0V*uvlC>hmytZlgiYfxpJqN>>rLXeNl&efl-F+LywpP2BeDTenn+EOS+bsq%iJP8(<8F zba~O5Kgvd9S{cvX*)I}io-*wz^}e`-On6j`>djtiP4bY&^ZcjSLwC6OzV9~Ksv03Z zfDCu{NCelZ4mbU~#onvU^^R96&y8Y>&#fO0$SyN+oqRaBN2EQ888TAOTC6{efku~t z-0z$7{}=zN4-fPYMi|rJ=lZ{qsOEohICy7w5S;oTkN~*D+Z>k-_)df?-!YIwe)(e_ z64G?`tWhs2eAmlPekE68R8(Sa0|6QIpL!+2E5la)0O00fqx8TjWq^fgheX%UJiVlP z82^PkMC*=RS$T!iT%^nUwsQq|HUgK-=3B%*bqyme6dnGQj5wS7y;~WE@=QNH!A`gD zs(Hxt{3n3oPja5sMLK7 z^pX=}5CRw;mt9BJwn-OMO{!~ zsinbeA3o$mlxzSm4CySfaM(*sEugxC=KDU2yqJ^%K@>Cn(Es*MbU8DeFIh0s;a-_V+0Wry`) z7`c3t6b|=*qWNv({uh6_FWUN&nYT-qYQID@!0`ZzCn$Tk2>*z1c{e;rCf;uKpn=Ys zgf6ZzHAm1!A=GHu^As72kN>X_u52pe{nWmiZ=@xI%u~j06*O`QbyC#ikRaKdc#cYK z*Nu?I)wvogo#Dr*>&c5Z7H>XDqU~WL+q@pSd>u>AX#C;E9-2`W-`ImDzi*kb&@NV_ z&|6B}FPI&xKGf@DRnGacksu-+bvOBf^@jS}zhJ$n$~FC<9`-P_f_r_dAQ<_f}>DF}MEE5sRWSBY5JXQJ;=g}*z5l6$rDlcL=US8fle7j{>{+?$Zl>AC7)-=gB5F+BGS!f?`9 z`hSrj{ofGL`M>Ef0zoEZEF6mD3>QL|08_WdZRE4cqn3HL`fCH3>r_--EcF^f1ST8J zb#>Yl-c$Jyt71ntY`DFg6Iwt#9^a{;yr`-$aIy0z^n@|#}cLwI8@ zuwb~|esfiS z{ka9+>Q8lPrKN0;ab~*_tTp!(+M>f3S{_8~?(z{o%gYL9DxM*qL;K~cQ{D&h;a4rR zX95RH{j{r1k3m1;PZ3gtc=D|$A?f$Do?hFjLEbLc_=6~1m?Qa6ve7P+M?ie7klqdm zOm(P}0d>_2ePAL?_KbRTJOG8j9;^oRLfhlT1-ZBJUmm0YbrUi96TU|pdMgfdKsBZ2 z;@zq>A;JIBv*;mN4i;{fh&isjR~g$0vk?rE!EPuyeJUppEa-KMtL$`#)EqS}DI=@A zHV{8om)rFd%kT^6lH_;aZkr%POq=~HlNguT(QU7B$oo}quvOOw2MWcgf$~cUKAyOR z5ztx3*yBpeG?b)ax5uQGcL>#Uel#x1ePnxETwVf~^&{2}@^&FecI2s!k`Cnk(nx(7 zZh3$4a^T!Cm!WvtvZ*36RL)mTVZFAZ{yCM!#oksF7t*|FW8Lj$|eHX=X8In zP#QSgd1;I$kNgr9s*hrE%o){~b%mvZ;KG58guZFIu(ez8bf^Uz)tfG|H)!_Z*ZfB+ z8?x0)E20v!>pSgvw_8Gn?|2g*uHaR*mc!4xNv(6NrWj7buPvZBMQvsu9kC_q%jGgY zy(vSu)#36WqReHXXiieYT33$PqaDj1$vqOtsxtpix=H6#(`)QL3<_MtgKzX{8}5Sh z7c8KUIg$f_y?hl8SeBdc`3DuTmHtJza^YQctm#wq-*Y*lqr7}|A(_~tJT+Z9OG@@Y zTV9HUF8E{S)IEtV8hpu-KKRs7)r3&966HPcaYS9el3#|GB-y4l$l)q!+(%-iP3|cI zq-k0*L~<#wnu+Iy8uK&R`v-V?MWOgOr728kg(;IN%6R#UZM5~`=i0b02*EmKc1%t} z5lGKYVv)3R=&giH2|ezfI%{;Zrik@#h31LIAsU*=$Q9O)#MRUn=~u;4Udk(~yBclE z>cI$<47;v(mdkAjgzxxA^oUqdY@QPZ|LBu%<=Sfc`sdUQ`#JSKM7o+Ef* zct5uFs<^HZ@+yr<8g5B5@lJAy^-rxTy>_@^=Py`%{;LcAhDWKTumv>uHCf`;@sFcQ zGkXH)%YsMe(^Qmc5}4kBVH;NvSIxoVOTrKh0PJ7~(wbK9P#gX7>mM3l|B46v-+KK2 zee0HMIsvhexVmq*JX?nqEe;DN3|!;cUVNb9!{VXCq4Hhx`)Qx!D|o?YQhDNS!JTrP z<=E%) z@c}eb+P+KA4DY)bgKLXDACqRAaH{0B=EK%EW*&4f6uyB-a)rO`T?U)SSau{r+t+!5s*OTFB;Qjk)G5fAxJcynr~ zMYHsX%D>8Kn`%cV(67EtP611rP5t7-itH;&3QZJN5J@T#FiCtyl)UF`B!amz>{1Uu zEzJ>;&l`C0?Nh@|abo7RPuKLe_Ob?Uf&zx&(T*_SP?KDmBFZh%r+FCg{_Z9oH2BDV z0(}gM75H_BJFK4(2EO9g=3CkOXjBEjMBvH%VZKg zNk8|v8q4Yu6H)z$YmAC`^`BBkdPA9oJ7syEsUjB%YG#YverKPm74=@WNC1lMf!Wq5 zER;LdBy~vI243ACI;w4p8_BTb7E%cPh`0P}L3s_Kv%$+deKcikJG7A)s&}qz9V>fY z)I@v3UjGgSZoh&-L|LFsIn}3Q}QlShzgx1`Oq zW!cr78F|J`&1;m>>fhbLVAiLh_pj-zi4PSd*-3DM*Cb^+uixWq?CC%3N31FiH<XeW$#sr@H1fHW=Q_@H~b^;k|!@Iip%10)aTWnDH=2K&GC^1d6GLysL_*Fuqct1|Ib77D19vW{fsSH{p zvV9qx9tZfn@f5=$KT>k!Vn8-BnLnk@*t!z==1r5?A&N$+zcjY#skL?9=-g7_pZD>_ zzw9e%Sps=Jo3BaOId*K^N!|_(r1wLkAwLY_M4s9MY1TFVH-1RAJ2`Yj9a#p$G}8as z`c_>|`yOYEH?_0y>RkgV0|jw2w(?hNFU`F_m!t0N49E8dMEWax!Iy0754l(3U|`1V z>>`eSNhWK1B|~DIj{;0`Yl_ML4>yCJp?L62@1!$DOyF`pdFU2txw74nVL@)-72F8T z=^Pme4wJ7j(J=vf>nDDuf5FnuDJtcXrUtvF74$wSmgC1(3#7Qfpw;S15bd``z0TYc zmgQ7j|BAr#dh6DqYBn<uyrDpe5FRAA>rXf@2nL9(0s*fIGsXVD0d*NfILUDJ@-!=2m9?3Tb%fjUR>&@;R>hjyH-p zC+l-JGm0-lv~=XXnY)SLC4BgbYwBDsVN51J7-P!ubr3G-Zn^x?4Smu;#8hEx*eA+x zofS~q*aM(UY(x(@)I2G5Pv(n>ZFLX0s;^iM!Iv4Z8MvWU`y}VEVP#F-0o8MT0=l~l zSxMOz-8@%#5bTN%oA(yCS+(g;QHCg!h<#Ku5s+x@G~TnMmZDa`JxZN65}7 za~}1ZqFJ-}VIInQCcx0dL+OZF~YlfKuF+-L~ovqaf|H_b}&4V-~Twp z-KGcJxCiP<-5wHehr_{cTj$qKFSPh|q{ zgBBbfy1wzmK0CfFfhSO3nzumBT%zl4kgUs+V%jodu!-IOIOS0Dgi<`oTkDtQ?tVM& zd>f>k!My73#kq^WU`c{f)Xfo|m1|J+HkXH{kxiPH&*+|ck1#1Kacevd(E#HUtC`#`QYOhg z+7qC79!#da{>vZ8)kdhERjc?*vKzwFE+qf~f{+bbwm2{}Mg^s@ zd``jdM%m&|q@!JiV?^Y^P%n949loNn#V=T18)@YfD=kY)(nk}naR|Ex_0ieTvRs(Z zP6lQjLHb77F{hRHP&o=BxokJ}N;Pr~KZOSFrqqe;g8LXt;1YEHcE3GWC2u(tN+$O8 zG&X{b2x22{EkapZ>&ufbu|5<)`pco}MLq=+NEfSggML?1SHUMNCu8JWRYMwryLKZ8 zQ;I)pawa{p6$xNr9G6N~9~D=6lw^J3f`1%BGIjoFIZeoTH3=#Ls<{fPb(Z6cC@r~^ zlmZz_@O%1*Dq;CWPr(UifY#Z90q#1jN{|KIv@s+>fQieaX2F!@*g8=xSv!)1@nGEGfWqi_2o|k*46oh_sT~?Ur zea%`Sym7TQ_D=cjsK&xem7V7vdK*&+FMNC*yg!)wA!k95`s{!Las&&c1mu zIrjkPoEjl~n2r++PPkaKp}kmE*`6m*KTqNL4*Dkc^NXe+OJU{7BA;p?lSqpQ{7gEs z5PL75iK#-5Ap12>v$j_lXjOJ#xzZ{OaJch5%j1el*{O{Ade3cW`f{lNj(}{TR`#*p z(>{J-gCdv0Fx7~*yB|g9TUSYHnmkfpv)bwSQW9+7<&}wsW-|?JK_3R(`*{@2m_b>jOwkk=mt3*k>T9t8X}rFKkQe5hTUc1@2zWBY|O&LXtk z1J`KqaP>>3Q=59R-TuuV=TW*3Qnb$sI_sVkR&>qPcr6 z6gEy)5(Px7`y?KWeHyQy%0bx4;!WYXern7MD>X9$4fxGVRli{6I0JB;ws^G|U$ zJcu05KqJrJ+?hQPn^E1Kewqn8pD7j{Q#DMKeDBrg7)jrjq!fe}7e?UA@fO-!?TBA! zt5N7g%9aS5;7QP9R+v(D8kt&@5;?6yhrm_LQ_#^r-S39luH-?td;*5Z?ew|tr=1n1 zuUPD-kkDf9Nl_PuH92ao`N4nFNgW*fz`n5CUY}1K79u0TO?Y5F8AoZy+ESdlgF_W# ztr(dfGx0Rjdd@pYDCZftVne$+TML$eO5L=t?AKeVuP~@VAo<06l~9%ACt22ej?04# zGXc*ZPXb$zsGKBiEvc->A)4*;j{52?I5UqJ`K;zjcv}EHTLaLud2$1Q)+lxp5K8db z7)+DH zI%WV*eSxCA*~@}R6I62Q3aN{H)RLjos=UL{sP&zJ`op&$7&n^}?^~^kcZ%2*D5Wm6 zg}fz-+UR&%j75Y?h@* zlWy004ShTcpQyud46Ee}#+kKCvHD8TOozUKDaS8l6^Za>S~SN3SpNExzf1-~-=1AV zMJXcvmB3sILJymB6nVApVrMI|~Rsv8nS`fzni-Y<9 z`SS#tjRu8Lw0GH)=)0Z=Ywn?`i{V=!yw8Isyj{P_$1HlYXBin5%6%)by^Y*75Ov#- zN*uY=95n`?mo@Un*y~j=jF8U7a|i8i)>=s+4>HT!zb1{j+qY!VFP@GF}Fyu$WI#Lyf^gzap~Dt3)W%xJ{f> z?s)?4RF)=Wk18XU`X{x~r(7QLC_lw%Jx8AHEceV9U}2JvhNn2xj15JHsswZols>L| zx1{KvCnSo_;}c4&CwMS3m?RaNwoREE%3(sd#F9 zJ)8BBZNxKWZh8MVKroP@a*3zUe>>Rv%ey8OehGsy>eD6#z)Sw@SZEfwFYJ7%dpw}} z2?$C|{Goo*jym&*FqaBTem{ULE3BZ{dHR~N^~XwQ?(DU{n8@WK;J?$ig0s_m{ihsE zRgx2z0~Z-Cb|+_ER+Xz0uri57=+hqm)@{L&-(n`&6PFGnjV2rXg!U|L_yHI6>|VXFOS@g_!0D@`QvN& zqmy=;*#sIALE*5avYzIfJu&9vbpdSWMURSWSoZy@WIy5O04^diMTPI=btDD)s^2#)H~9lFj_qV*#n&qZ zuAA>iO7(LD+%#okQ419>cTgy{Zki>;@)Tv`4dmVXk9=lTr9#t{`@20dq)wFgcJ!$a zQDIy)aW^?D$|m;%Z0tpXTJPu#)j8?N?tGiAq^muYNlBb{K~6a zk1lQSHMh{~JH~W%LuO<%rMZ<6JbFUTw(m%&e5u}K#_~|B?63WZVH;hGXn`%7!Ou?@ z3r33_2EoP#Ft_vf{g$-Wo8IT}3%ELW4A&4xFa+)S-Q?+%^^h$+G4kXuSV!!PBdp=J zS*DI&WU&VD6 zrpI54VF8qAUmFy!%7?V?oy~g2Oo(1ih&XpM1sl!`tpC?DiF^R%gPbdmQVzk&p?=s# z{v-NO;VIj`j*vOFY=L_hU9|a9^wd#pnaMO7EIMYPT`+H|k8HhVpPJESU^D2Kf}_9} zShZpPcG$jO>Uy)GZ@<1O3CQvbHMvH9o?r%PUyh%}t;Wr$6Rk{s?f((wJNa`%nU>a; zsy;HfD2e1;)d1f3Y@S|40L?Y!uL7A(@2jToQ61X=xf5wC)E94+$fsp*i6j}?GJs_R z{@yFJ&wj67`$3cFv_amI3e^rP=n)Bpb1R378ROa|NvVa@`phn<+HK@36zX+9_t_y* zq57HS0N*$Ufn4j(0ZLQ1REDQzD`sMZdfT$K(5{2cTxBTjO_H)I{nHRUD=>>>8iSmw z0W_OPOnKb#CDTZvqcXQ1zOP-wN;AQ6jtOJxBLejyPvluYCeMX}TD~3Gr3FfW-zC)= zRft^ztt$fky5+)y$3buRz_Xd zlvJQG!6Br61MxeQgu|^p>6vj<|C> zOn8f1auGjy?p@wLwTtW(J3ID0j8h&tvjt8f2xM)7n zx1(e1t!`qrXI>$K&0MT`6UMQ*XXs3g6u>Do>5;r?<1a1=EP58Hsr;Dock9I?!C1X1cfo`|ID#r=Kehs}-{9DUG#8jpr zBkNhG-IPEpkQy6W*wAQJDl?>Y0php?CMsRdX>FDya%=v#7iw@0mCGPJaa>#qrK&6p zt>7>@+Xw3%uJ49Dy>&yKTA6#{BdbD>szN~~RQ!{oKPQ9EqSeB_vxOXx=7=D*@Rs(dHw+Q%B9-LK+aQ=zXLF_Dh7OkL?qaB!j zrvTjpxzj{QGY3u0RkbxZaoQPBCQ9MWOY=~mlVKnId;eIr(9m)SgNQmvH2!Lk_HSks z{;t`2{vB9{cYT4Vuh8KQq-eRuh-DFspX|gv#eeD|)dCO<4uJPfU;q(n38jo1>~A*I zrE)V28DRQH>pxq`N@RMZ>9(WUu0v zl66V1X&Ji3K%bSb?bqH{2rnLeq%9Wtb}Z(_CIxQD)^oV8I>@&p14{!6xUGCcH~ zbErwfnFq#Ac67N7s#=Mlpt+B~e+To{G#FWa0t7re0Rk?gEC4q;jS2sK6-c_T4F29F zx8X&hy#ZkQ8qCq%&vtUeJh^#l8m2l}HO+FGeFzg##<=fZeHYob#rDOzoT3I3KCfP; zq7}%OqOevvB(HW>Pgx%11Aq8O9O1?U2ASeb{?s`DQ0W^0+f`>B0{Q2pvj#It(7Z6s z7oj{RkH8eve?sc(y0y-tFz+UENS|0DlmEIOK1~O@Y+7KD`w54ps=W1NT!CgA*YNH^ zpbn+Bb!Z%{Wxy_Hxr%OY-12kWP5l`KbG9mjj0XZ7~2{S7C^3!q&HT85&)R%>g&=RX+4BqimnwZCwSB!)gR z2!H1=_@`*JTILxAX|q%dnzCdMJqV5LT*jI|l*hk}ZTmsvk z9#IU-?gkv$p6E4S-q}Mos8DuA9Dbj*o9O~(x&NC|?$CgZHFO=AMNh-DX@%QR@&v)Z z^EC2z9Y>U{Gk<>%W)UCQ=qb-ju&}iM>|4tjL@28_4IyUY)||z4ET8`{Bm&#)isdm6 zd|C%n=o$_Y5m28}NPAGkUIF^1_l&BRz&h-X$~A{i%?MG=sB%<_9m(uG*sQ3`ecQOa z2SDRYb>vb3mClT|SkrU5KkK@aB0G;~V2*yjh$< zWU^4Tv3$ZZgA{*FzJ!+Zm~CewxJ!m`y?I0(jfT3brrALRJ%559IM~;y zkGp%WFuPT;8+d3=@enWV4;G_of&BIqAZJt^k#4e{I$i|90@R*xhO&W~!7EyDlp)5T z$PE;^Ebx=jgpWo-mgl!t1a*dmT=Uz2Ao>)~9D)V?L1%kwH)tPwtSZ)HZ$ZY^e{y-M z(Q}eQWwmh+PVqX%z&;=TWVDvN{)HZ1tFqN~( z0=Ro6-w>*~sFj61UI-MFB4?fnI{Ti(LhYK<7ttqvaou7%k`qqccyu8flx>Y~UOl*Lc@x9ZinPkkAg<=0A+9H;k9p zTsw2=3SZjqj?k}inoYz-@-$wd>a95FjV787{NC>$6Uulp6=L`aB|C|K0Jh_6_;NqI z_TDd8vY_q()-wocDlts!Ruz2qpd9XH!5U|~q#a95AY(VGyTeW26K(KCG=@-K`{g*H zyiy^!1vsEeBP7zkj(q#fX`$mBcR=6Rf{_ z`pijM?FX}FkeEsQGko>mmGP>VezN#xr8xyu@WmTBx?pl{uEml$Uj7)g8|~%Qyb>tJ z^Yb;|F!cR;TK#(t;D(LA7^OVui+mPq_7xspG!r)~)GcpmNw2plX>gEzZs;v|tLb3DFu z;#V~7&oP!p7gCeq=YhJ63gXkmPSJXhI@Cuv>FB@jW0q2w{^9qeWlxj>i4L4r^5M;G z-~S^}+V#szCLhdLy>(Xh^!tm}vE5`B^x{k_(ym{XNbh8({#O?RQyGMi!HTtF951+E zd5=zS+8K)bfFDDep|yYv?io}-bsmv9IH!^u!>bv%2j1}Oo;i6Z&zUc%1i^sSeh+~0 zAd$J8NwmpvJbC5 zxo)3yj=?W71kJ(9dGEJ_{@fB6$xJERwKlRHB3nru=4B5N{&1RuP!rXtIXWC zhsAPS6Y1-2j9UvzkpLl&Di@HH`*!g6_jUH*8JXd8LN+N!lu>&NBW1jh>o=pe?$C4)8`!c^apuqhln({?I8s6%or#|CLElOw zUNyAPso!pecFt#iOFLexMlA`729|@p@a04o#1qo>4n9pwcWf=xuF~m!A{PQb&5uP> z?N{!|j2I~~XiGY7;nL^uWzYBQMh*@#BebQA%$@#>CA$6W?i8#O?&ZaH<&o9%M|WwwfjuJU)2>aDSE8b`)_qmOYwy)3y@_ z7~9BOvLG!F&pCFGorRWXLlt(-p`*hwGWM>Q^uP}l&IJMNB|5;YNB)XUi+Dy;6es^G z7|F#57gg;v2mvEwmBOr}XW`j~GLh7$TBWw2)cC6acJ_)R<}r%uMDj=_fJi=)F_bX8 zPb>y?R;5MPZ@3U{6jJD)(L3#U0@wccjbw?YfPnMs{zp|eo!-4HTm1z~*_t{w`4T>Q znq!%0it36bqJk_3s7LZQy zO4%MQ6$Ev~rC?dZFBM?-^3z(o)9$474ScRi6hj)vEc{DPHnt5Ij45hMUvh28e>m9g6s3P+b# zd}7LvNq1S8U)2#EL>5^GFN+xeyAb=^{~MU_ijAz^))8u}1wOTVbg1!y`Aq+4t?m>6 zH0TOXg3SCUkH@rWEv_!=B;d@%3 zoB<(l?(}gZO$NnxgR!T8yO~3?{UpCo3wk8mdb}4oGq-OWJvA|0VD!hfwXOQosRkt? zLO7?Oxc`~;tzK?WmXXeIq?FLG8zTJ{8J8nnze_*N(MPbxouX^_#BA}zrZBK{4>1fG zaPi}h?2Z)0(;V!FVo%k1xVPuK=U9H4$(@-a;n_hfLhdQZ?MsDGGj*Dy87lNvz1hH_|U4uogR6`ov6yTUBV-x zWhRdXeXz@p*tbr!b`J+YHFF|iNvr?rw6gv41GI>ULxJK4gYonFz5_oOeU?y;Vd4E{RH(mn@8Eo*E91f_c{>};rTwqJ^ zh1x5<1sktdy+eQalzODS##E=*cJg6hW2ko~r)}H;`ojQhl>0mG@;Qq7Zz2WxKtw0O z%#ftIBEUV42At<#uMW$>ZnQykt~WCZ`6ocQpr%hhll1IF%4WY zR~^_=zCnOYUgwYiK{^*DDNXIf*T4x*>i^k}R1>_vuIj_DJ`-ar;khzJEOCYYhl_;* zo${t;E_n1nN+?w=ME0lA2EO+r9ipe^c!m1A=_@H)x|F7= zs7Ch9;JC&jqj+52Zvm-GgV*&khn_l{)UyUEH#g6VCF~((SiIu!e?~w5M*hBpr>+ai za=fWSmEx!*cagKGXqPj0cvzV5_6GC!pT6fagC66YPyGiHEC3MwPh6JrIow4}@#$KX z%#ZRbZk-UXTT7`@LSNa*jeWw<0hk+@PGZ{B2B|g) zPU@Qsbc22Ip&74FlXttaX&vcsgIMV%PNg7*G#Dqr`YY_YSj#~i_Y z(`g)V+OVmCpd(25Qq!REDR+nr&W?B~TMP`e#SeF|xAs0K`JP)t+=7OZ!TKiq&_N6_ z#jBm0_|IKkQCg6mPHl(RiBzXHh(-x$q{uJHUAmaji9=biq!|7z>`8P# zWlGL%_-{V3NQ<0B(&*vH$T>#SnK`m^6xNIGnSszme@%w;d|ZU2d1AQX1U%=Yy2|kA z$9zym(y)nNX?kw09mCB5&2K@-OL9JWiYYW1Q1&@C8OSVM6=8WhC*ZEigwuXZt!Z=lPd%Mk{F0xB?qOI1e&`(E%@Nsy%LZf0>a<&X^fs(qs;M$Z* zHhgMRsOf;zs=yx)anQdzI3I~yT_g&)%(zO)$pMQ4AKq48#|?Au*-p<=AtR0@{+>Ub zE+CfT(!3F6_C*wYK`_KbwFC>-kuC^i;WDFoqb+&!C`SHW^0ool#}E};_T zF$KoO7yXn+owzW~9#MbZ<=1>RoAR$6!z3(dDLz;l5sOO{6v3z<# zVX9xWE1-2DWU=A6>`8*o%cf@y`bt{Iy%fKweKuph&EcoH%IZn{!q7i-K@~npk_RZP z#Z-GB^5Zr}hhJ(F=$N~sy!C8`9+`t7_`-6q1dstB-=7_0`rJomlRqN3qGM=Wcp*r5 z4OUz6;6Oesy%n_^cSVw`TO4df?<@KEkW-Mh&@brR#ZM!J>jePJBBGUC`s?bYdqEi;w4ReXdhLfDwR z3VQoO4tC@bC)Jw7LC|_~mWWXUZX4cMw65Q>T;$MB6$5f-$wOaHXB3Umnf3AMnL`^kVST)HAvQwb4zSjm1 zaN3XNUzFzF704Das^tvUs2AF#DE+O6l(*(I%!J7s;-sO`8<&W&=KW(5BFoMkbr#qufVRrRDgeLa_2QuxTVw zm~y%;qVQBrfsTAW?~6R-?w3p!&LF!sV3d|U&p#|Ags*JU?I|ewN8(Opkjrv}HfXZT zj=QnoIGEQ^AFLetLwGRC-yyY9^6T-|c1C6xJLgvQg5p8PJhV4VtCLt-Z98+$P4RbB zD+`40v+h`uzhD8gs?8I#s*0%>pqDFK=v-hVb4$U{9o7>D6M--w9g-d{p8G%Sy>(oa zTiZ5_iK2oiC_PF_E8Qa^3?bb}NQty`%BToPmw-|uodY5DuFOx;3BDdQ1SGsdkLCe`)rp_Ycd|{e`lhyjPT(T}@0U2rV5b38AMzgSRz-dl zgAJ0>A8D)r#rAUrD6+tN>`k5S#|v z;~w=&jT)N&i#4^>R@wFJY+(k%tVV)UT{=<4?)I^7c;}xt5~_B6OD?b3m$Isv zLpEWzp!qE!#ln2C`&=vvP|LSKf*Ns8?SSZxkK9WF+_(NJAZc7 zmn2~xnrZ%cdO>BGRGiHfk5DGds}>;1Vv(R_w@?8fQei$QtdqekYjIw7aRR?dh`VE7 zcWtHZb&_y$GA9i(+KBuU;wYV>tXkD3AL66p9t;?mxmlF(Ee_oEB?euPTmpGQ3B&0~ z2Hq?s1gr4-3}34QmDKl31+N-pw8VhBJ(jfvS;^KSEJA_FgrS`hRKI^k+o#Ux57Uua zW=foSecAgKn&|DEFTBu=D>cr=%=k=5VpI$qoPEmt!$siM`c797sFCPIbqGc2Mh5#{ zeeRmB*1o6MlQW>}B$)Unt0%F>JtcG%$4iS{j8=gtaV0c)5A~ zcZ-BsLD)k^{*YTEH7aFUv+P95s1}E`I#C^y9vfMJ|NP6b_W#W9?Of3Owwb!0hdWwL zjV=U*Ny*!fF$c)metwb6ALxv&Hj3&TU5MQo-m(pZY=J@9lJO%3ch^U%y9FA!T(`k* zLc3fpxV-1Ra*%MQjvB|k-Q3_M?8HIeXLt@gDVua$KgXKJnIb@DQ5SNzd2T`VvDBt6 zOEUMpj?+PjQRngx3wMw&{%Tq7rhexq`dwmK6TY>?k3HfoJ6Ab5cFQpAs`tKPnq_~~ zk@teeQgN5^*SuNlcohz8_ooh_fZkr5ylnsYjQWR*OfS!a-0nI;v?JTG?;6Yvn*>m z0~L5DfH11%&Fh11E55^a4@c+be}~A%Mo~(=%gn55R(ji^>qE`;T@}|&gxL+n9g-RV z3mXc)t0$aJTkSza?5t6ic5e)e6b(@lpsOlzQC-;N;p>%7R^fUp-GQIx(7!NFSTk(^ zz<_*E2k5$1)Y#{k{$zri{Y7Ed#2AQ9l~QUH=Z zjtn~5fIq@Qn^&8D;$3n7iT5D^kD=qdYt}AmPjNwVzb(z^Rz0tz5I%5S!}F0-q)^rV~3xTUi_n%L; zD9gsQcbJdQC55F5%L6rDO_zMQ`kRKhrNaZ@<#>NlgFOK1cpVi1jw{pV6wJlK2fzpE z`iWDauGWSMJ)0T@I`@c<_b7Bot;XVcqvv>G*W`^{GjMv)AMhh~WAhWysgr75mg-zt zr%(s?Ou=ZkBx$Q7K#%^%d*c67pQ%>en^d!jK|2k_1Ff1SRPp2FSZm=Vp4h^BsomDO zQvq-*EH8E$}YxT_l z;BB3nEQiRJ9VrvhA}xw zuEJcG-i270CLr%3FYgtg-#)801}Ta)XE0~HysS0h%ca=!nfC=BHMC_@M{2x6xLNex z%9@_31CH_cqnZ~$$~YVOl+=*)M$g>~%}q%D76Vm<=A9I9_<@G~xJ%b`Z`Ro$BkP>z zMzRXF(HNmH@|(%;qMGiX>vfLYvL2Z~0B*fWDzRbOMF0Z<>-z z>j(uz1&Rj?(BpWtZ0UVHzv{!(D3~ev(o4%vM@|_SEI>}-=j`{KW4Oi?>76&rd4gJ7 z-@Lx~!&{e!iE*4;Xt9xRPnL~azCoVnx9Yi2&QC|0VVmr;UW1OS7m3yuX|h(+ze%|;7bri2UP=K$Kz znA(QTaoZx=SsTZusQ0+0bQ~x<^s=4vP)Z?7yMt6@bkdCrO7s;OBQ4OPr+pkkf~c%U z$TowR-@fw?)xNxH%l8x)NzIOhrwF-Ra}$EGy$71=cbGX}P(@|54iuX4IvJ9_OBNVv zjT+q|#(Ag*lUemYG3>Jej#XYRyWw`ZE*&Jyk!JQoIvp&tz9UV|jKLRQLT8iVvtZxo zj+yEl|Hq8LGQ2aF4%7{VI1lC#dtF(0^ruhV+NMpab%H&Jo9_s%D^UiKulbRL(7|Kp z0~5lsrT9Y)AE#nBbIJp%QaqlytLgDeZCV`0Lr3Vh4O){UBv@^p za0l7R4~~yQqs|id8C6M=Awzjv746c#8M`*ZkiW}rJ$(7T`3&#*Us8NpjqDbt%rc^v z%XS2P>bXfX5qb zRr`WcX^|BhoI$%@Eo0Y-Mr;K;TOk*?r!tO{8DR0zf?QNNz<|JF#N5}Ikp516ok^_|nDibO+UvxT@-<37q*oCGznOx=z9aJZvTX%Wj zil7ItOI8(VG6c(r*#!Mn)sHcjG)HQQi<>eD#+L`1mB2EiQ+}PZ+r4W~vC|qZgnlV( zkHj%{S`VV`2oE<&%0|&6?Q*zv@A`is7_~#E9#MfhK{vI}G$BK5kL#3v?nW5?q{WLi zkR$fXYIsfD4IZdgy?e)q%e@cXeBGJ5g9ZLczhx^ebs5=gNPa7{HMCIC7FT_dcC^=> zv~y0To!2ttZs9S%a3-%X77mFR1C^PQsNz_fHVOvi6d#|p!K-8c3~+L zZh;PFma=%%fs`&S3feu&SWsW=^Cm9XKA(Bu2iiLt*XAW?q>h(dGO>&-IWPRW0uu~aqIB|m0$=H z)(P6Ic`tSWBM5@)1L#r~?m=-=^*$12Y7J<`w(F`q4iQ#*AdCC^+)taC+FrL_${dL;i9R+APtJ88zYw0bPV)VdAzopu>_oksAOmf%!gm&|IL(*K zE?JJ0cI!)1&(^EF%jbn=vPyl2;y>5kx$N4BbuipE1!}LR$pKqL!S18jbf2_&3f=Z| zvlXuFA`JqxVrNe6u%*l^BJo`8_G84OLFdE0C3nj)Gut8b%HfvY0^!~I>v2Kga1W?6QeHFW#e}34N9XZ|SdHZ}U-Mb4j5$*Ry z9E$yvm%Q&&%af?;Je2TtQeCyXPnaD0nJ%6+2VxxS^b2xy3jw8&+aBYGYfNCO2mrx6_sGY1}qC>F##vmQV zi}58bXBD}k*(sv&wwuBJEy;tI-JFIumNOpg3Nmw=AZbBe;&A6Dp37luj*2*|!R=_J zGiOjU3!$49jwMphFIu3vWQE>$5UN;{vVH`5yGleaJABn(pV!Wf@Z%wawqSIuQRz_AH!hAt)l#1mTfG)@}P!UncR z7}t2Y5RcfRs_gR#M(7mYLT@)A&{vYOBD}YOA{)`kVp>g!Rk9rOAl6`T zf*6PP*9a-@!`MJ93?QLj70EhcDV5@oc=l(Fdt6q~KK`TeE;SSs2qgJ!8gn;=yyXj&XkP=BF6iT_NU zmX&6CT4_~iDH`FThc{c`ZC9)dGv}H=33i8;)4qi|vdla@yK@=8|3prnR@D$Fqi9nQ-@e;RAK>c~(72 zY~!IO=Y-ppybrXu&XW5dR0ry8jkiW`-c@T>afiq{X30g}R4H=%AnHJI0;J5qjg|v@ z`}{ccy$J24`Yuyfqf{j@b*QlsXe$ws_Ap$`2Ru*Ej;GrR2%R)I!U>w3r?2l_m|JAE z@Mjg~S}2-wv_Rwg!)FF?_*j+<4E;dOR_pk&E} zm$`E2^Ag-|GDv$^9@K143TnPQ*!a{u?~$)uh4a?xnnx=;*#^UfKk@9L$C=Kv#@AXA zQXSe7R32y>LW*WIud$|dxauUh3&a|MY3Hi*%ADYm5_?_F`BV0U7VmVUx;bRI3i(+J z!RXT!5O|+HF8{gJ?7kcS^ zr^|kKX{E9Q{hs13cIoZcn=WXK#4~p)ujvkqnBW$@q;l{d*roTbN^w*Q4kRt=*kWF< zK$l*_=V=Qts((~yi;L3PQw9qbt*4;-^QkqxxBEP61XB$-f3@2vujrf5CuyvG+ct^M z8lsXU?FVk`FGXb%(6R|a-rwbw2X?Z}p#8I2CvS;j4f84ww9_A6&CS{oEOLweI%@nZ zxv}>aLx_}HElrVlR(tNFlAD((8aQ0YYA@gAZj{;16@6D$l_B3=mFnguwEX06{niP` zQ@VfZU~3fJW4j8w7NJgZr&IS-fL1_vX2e_Nj63{xAfo!a#^tFKT^;|wKkEx$`HAoz!*+vjz!rwCn2US^ zc2^U!(~bvK01svTXp%8*BEdmBPP^MFOrv#m3G1jbM=9qd5(QbmB_&9@6g3T@sF^lg z#|I}G0vWDrYci<0xzpf|#WUQ`Ytrv?wEevAq8cb)<)-QM?JdN_bM?!u>Fw>qfXO^D z^8IW|SXse-c%Dr5o$s$*#3WEjkHSu2?B*@|EIYmETvx4`+SWV$jQJDq^uc1zDm&~t z(P53QYG$MIqc<~Ui zo3LrKWrGR7`5~I#Gv(FG`xx%~6l(v2)i;vgKg)j4U2+>0*&Jr7BlW~3{}uwNT>iPV zaA^1Ku5HJdc!wB5XC>zh(12Y6gBQ4{A*rG?h8qrQsqb_{+!c(Uh+a|NMD*_D9M?6I z^7e(P90H!s`4tO`ihY&NOW*w7s&yrG1uDx@=*1X<$U@wp_{BI;2*yiL1>nw>LD4_gfSJ&tus#wS!pEN-Ce$$rFmoGJ}Ywc8JvVl@DgDpw%V0exm)P`dBo;T@82Z% z=CjtJ5@epzOY_MAn;q-_kWT%x!SG-ImTP7y{K0PVbzGr3vOQ9<&)6tjaMec~7ypFnhep$D&od55OZ;Q>13R~~U40LnWrWfP zCl$ohATQ_6ygV;7eWoJ+)_yN8aMHlM1sg(eybc z7%#`_y^G67R`=3-xv%0=s#)8dg4`p`nBu&s$&II?c+^WRP_sUB5q6}3H7jXHCeXHjnbWxx`ZYDK7EZ$H=smGib7KKM z^eFLBjLapX7Zw%cDjqyk9 zn$Dw)yQ?{e8g^YhUVS+e|I(!&42Dj0`cxWZ!7?q~9dy4pU3jIdEB*ey+$oQlb8QXm+r_cjX@@w|T@s18Y zTsKD-Nb{9H2&faR#XF;MC!e;2(J4X&mIEWAkS~o74Y?Iz`^n9+g665)nWN$+nY1xo zsV+&v1^RQuE~g?~sh6rY6fx!SFF)~ibsBp?TMUCG7%q!E2-v>cKSOYlliQEjFKCGm z6T*+X3b_u}h8uK0gF0)2DkYdm@o$-W1is1!d_x^@htW0ly|}rvC3NF-EI_jJ!zW9; zPH(VjO0T6)NZEVtW1(Y6#eIq5wS#r=p6;J`8z95i2m`wI+6*AU_z?9dFBs-LK7oUI z>+U;f$dyGQ?@D}vRw^1G<&Bdq?j9tXR&xh=F0HNUH70=|lr{fw8MKP@TdexHu}aS* z-ne2v8b7zIH;35((*b__{rR811A_#`xN5YMrqs7@OWD<`hP1!Gwy&wv_g>!IbXF?G zP|SkReNSxi190t}{?K`9&}Rikp(b;BJ;9CM8iFnr;2xA%zD_sR;5KK#dUiCM7NwDl z!2J$r!0-S5mK$*2F?J7sa>w}B_1?ShtKeh#AMfP3mkvj%$HFA3t_aDOmbhN2se|93 ze^V0qD)e9<04V`Eko9~K)t`9xYcTJRU*|g~CktdXXw#ds@zAe!o&tW(L;W``?V2gg zWl!pSy$AY~S6V609(0F17u6{*U&Q?NRjVjUKlFrhiR>HRR^BY>yk~pbH7xYtJb13Z z_Np1?*73~7M_U{$^!Qp9$z}Sc>e~jP2XVQdBfvu=+7zLf`+C@3Tqnt%IG}6dmg!-J z&XN0Q@$6%9$$9u3NVtOCy+BXu?~{3~6kAvTjJj83^*P8?XYk4r`>b^R0BML5(ZL>g z3IiAm=t*s|d1M05H??6d9&4f1vGyLVl7g^!8~h+5_X^&q`Y`E08tr#4xr8Q*43CE$ z^T#1NUfm7amxiPimZ#yLc%cWoVCMwlc#TA94+Xv!kY)DQ_UhcQkQncHLoc4wZm}GOO70<&g*clikx|iSbx1AiF-AEKm*0G zq{MvjVz4p>=vp(_I~(dNYMKFCEJ&R;@QQmt+mvL@Wgi|siN;;nAVq%Dyly^X0e z)*XLGkjWRh#*T&RY>S@g)FUiOdK;xS!kA9OlMs&J^mX!BxYAynzHhLKdhadpV_h*b z9as_Se0ZlHPU_c_kUSZcU0w0Oc|tdN;23p< zPc2r-7d5TIgG0(XF8m1CKHRF3!##+B?~DSn0y-V#Mzwmr^ymctXo5tD7Jt5j(CkIV zk(s<@Gm%$HP3fa;v{K=w-+h!z?G>kV03blB-+SWl&pXYWGcnt7Z6EzGz8+u+-ezc1;UqoM+AO2VtHGfXU!%HJlG2KBa)+jYlE*4Vlie>@+^?1^Y*cImyaqM zOuWL;Lk@26>#=DgIF-Yrtgo9e+9}D(dL=?KfIqy0_|#Lem+C|-qx?88_^;Tc5Xcwv zErGe+P2So8NrHQsaZh=(OL>h}ks>Za@x2d5Qmjh_==SfgsQ}dZk1H4Ez#f30sr`3J zu@T-jnY6)~z{=jOV_o0M$nIYQ-v7wg`|rNq7_<_RTt_tuwWB|L9JTbK>Yq7+#TfC+ zSu@Je*{TTAEui9Gvkqo{B%iV7C=9 zXHO-{I~iQ9l$bOi8Zz&3wS?h%qCF5CPDebEZgx{^h8LRpHuR!MPPKW85AY(-e09)s zh07w8`x5GvVVBvNLvLYb)UMrcnw50Zd|B*)xX93$1pmQFW+8T~iXoqKT+v8D!8yy>WJNu@Zao6mZNIw>v}O10u=(U!rN^(1gFz|lND?+ZySX6?oV-v@Lv zU}>EUjR_>5OXjSmr>L8AoK)pr%e@e~lctwf*4*I{sj+l%PI zr=hVIC)Q1a{V=jc9E25%G72y+T7A>w@qyo6^o_G>xwx;^pm$aI)RJy`!*<^6PduFX z9(1RrCOnU};!{tg!tzW$N$h7@*RDj^(nGtC&+pGh4W6Iw3QB9@9YBWYamc^YL;eNi z>S{=y1n2FHN?>|dh9q>WN((nd{P}D~5$~v`XlittPblUhU)Z-!ZZ&Vxjia2sp4^KE zjrep&H^Fg5z%f9oGC;pG+(BnT6#csAUZgDj7ACfXZ!SQG zXe>)xVPDf76N%}m%XlsPR)<;Bo?kiM1E@agL4U0{Fu4>ck&ThBJ*^|k?(t^B*>G#n zA+rTcV+jAgN~mbn$eS|GHT;v8SM7TeDudEqj%kfT7+S4PodqMc1Vh1SE%ZY{jZ?37 z&SzR`6zUD7K4;v$cAoB*o%fRFMHGGNHc4`sEr}uA+5+W6#{|UZCU2d>&so+ae|!h#*Sx_31vb z#{VQ1#SxgPr#B|z&{p-(^yM(VAkFLKex8c9U@2`QKYPBrE~f^GbYdiXSCO1FGLwVp zTpw5Q<3lC%Y=@3GVhX;M9UKmh0#fj>h5w475ukp+D-_k;geif~T8b_0dGOiA&ldef zOH-Ja;>Kr1-ssTo@h)*dBp?T7bisxpz;zl{mvUb9Rqgo__{8mg_#8-4Z|Co8aE8-* zE|;oL$M2@BfNcif=FMGbbRV7tGkZ46S~WH0l?f(^daE~|3E!V$>hkE(((APKpehg> z(Eag)rZKxR@OCRz$UFM(k3wZ_C-0h_M9N?&t> zKDymo2XT%w5^kjh?}TIQYQC0L#JN4Kh}9anv-&NAE=-Y>=WbWU?CT?+fcloS<+(ks zou&ZZxRo07%JD*BxT81uQkRFCgl=CFt=8)Eg)Qd6O5)yP(ADi93Y{M9t+w0Fj9t8; zlC&xP<;Q>-14)@x%^AO8O`AQqe=(?>&iTXVL0A+<2O>X-@>zc`{sA!fcidF-9ir+Zca~wytt*; zwq;x>%x6V|Jqx0Jx#G?P9B{0l2w2~5nZU8JI_u=e(os)cH?XA6R9IRvGTVf5Q4r4; zd!BV;G!~YlfE1+9i{ph(a121_j=<9dWvA;J@Cjx#d~WObMsQ`{Ii<<*tzN6)l{ogZL+2@ z$dtUE*dpKMZbR6MI*hr{HT#OtAG~j02baZ+IYHM8DmB4~tN|tl1hW3wD;um0wQng< z@Ppms*SVauimSNf9Nyf9k?FNXW`%$S$d~8HF$4b|5DT?!xM0tLzB?UG9AoIdwih_L zA8T-OlHm3Sc-ZEQUqKd`y=omm4GTDd3FT$TChlDMhJob<59n_^dCQtsm=}|l(vO~7 zc#xD#ioETF1`G)AYS)w<28fh|`jLrR#GByg8SY@Co!B>+8j@rvP`_QK7dm0OUx9lK zx+&Rjg0<5fez;W{0$8CxcCZ*M$BiFM0Gus1lPWTyI>5) zXnZS11zB|1t=txi^z=;Aj>6$z<#IsI0=ViF*HduU^bBxbU{NUGK7do869b-OlaDxf ziovbfqlM)x?@9{#%*$8P*ekfdPp{Ffa(>*+L5%3UoYu964jQcI$}>m^zLcRxL}P)4!G?id<%SH*Z_uEsyLIMaSE|_6T=cS!~|55?`$TBX^_#4 zly$%z{d%#n8M7ICHL^KwXJb4>e8y3N)0fSblqpCe z(X6Xd#jO2yo}XQI7!Zv*nCMM9gBfjUx|Yy%=xDCN3RV$>d7Bh~Bv_Fz&iPYwBO6{S z;=TI|OV;Mdqnb=4HH+nsfCIV&b+CY(^f>DT_Lv~vLH26`Yb75$@FVo_w}Q)6u|t!-7ofDMuVzIFMpZ)nP0!Uc>_o!C>w&O6uN8Sew4Gy1Ui1d;WjU^w)t)G%fuUh+RG^z`z}c<9bwqz3v4k-Lsv17S{7TW ztl?h8EINc#5tU{%ncA`WQ@~>ENu^-)Xl})N25m`ZP`%;;9Ut_=O&BZ)-N88^ z$Pi0%a^RNdsYtalSvgZ8OaO5D3mxELh#?M$p^cf}wRLqAx)fGM4tKD%k7(ck)_esY)dPxbCw&8(GW5Lw)}k{Shd{D~rH^HiDmY#1 zF4S{ckwGX+^GDAwvEGTc6OD7u6V7HFbdDOwB~f}XCE*w=7Gnlf{B$L%>V1G>I2n!KSdo-> zI&*W$9Il*yAKlaNKy2wzi{T8X8&%XvMkh^NeQ(X&I4C99Zsc?)H&8Ts6MVcw^HP(+ z9TY}j@+>w)%6*{KB#w&IaSXsLVV;PcKH!%$paqV=?vnlOnK}jTkJ4V}R3}TEX#TqJ!w3k}{VG zCwu%w@2P4m8NeHSp7g$wC|-u9u!{?y&aFIxis2tQIhXnX@*IrYo6y|mJh(gpWIb!P zud6}Uyhx7Br%|QaM%H;{wT&J|74-S%L$oSnxT}-PAS+-l4*=rFTYi4KY`U~JIa=fU zN_@O=8R=|C(8s)vc{LSh$?`w>!T#NJ@jv)GffMXX+5Ki9G7F0uz&gWcE#Bp7lJTyH z>(RAE78=_9#G?TRsuUh&sL?SAfI6z2=aLXZP-jns?{DPAI;i!3Xw!+z?v-+cJjYtF z0{C(>avf)suXydjgt6{vZglcygzacES4L*LMS9%qy?4~{g!aX>fUgO$8c>6cF$0DZ zzA=U4^|rHP9@pK*Gx^oAu~Fp!6bQ~UsEE| zw2vN*j{~COi#cR{>8o0{m0rc6NYJMP*ipB$Xjb9(s=ekurSl)^1FsZkt1#Hv^9jkT zLU_p`*@s`&BDF+H(nbwp?2U87rI+AZ@b{pq+7t7#{AGEp*DvZc-0_+??1mmjC$C{? zl)^o;H3gQ`F$3_Z5b@nSKl&Kvb~3)cL*hQOtQ<;M+M|*U(zE&W?y*fnWmdK;#?-B0 zzeZ4DK6K>jwF~H!Y-PLdu-Ww0fMS&;>@yI}7FWLiiC1yhOVfidXwq^R+vv!^VB)A+ z|CM7oDIMM{#R=xD=X01ph73LG${V_w)FL*z2u0}v@2`k)RPT;RqR}QF@UCx5q_ocJ zg6*BttoezjRI>(`(DsKr6nTLILk*cwxTz|?*?jbJ?jvbMJ~=C0f?>u@XLdvM4Ck&> zK4udfs?hxbULCF+8+|`@s)x_U^#W~M)@a@uU zXLCBmD#y-ArHy0UI>ALo4m3IS=n5Q7j6ol{Xm*_GO&%*azZ{3Fn(D2 zHT&iHh99T4^K>Q2<>^DRNsVu;TKx0bkDHo%{1sx|i~t}2wihe*4y3(*5>j6E_TkXD z77-`A5h4S#v0s=qr&;*GU z#1mLHsz81CQVKj+_~;S<9}%{g7d4ILX+i0S+=&9(d6|VEnP}!4z?Eifk{ZQPS(2Dj zT&Bg#KDJ@;qoW;t{~(4y8k|4=edq;ZdDCjV!ljkaF4O>NI3Fmn=*w#-W| z&d^ZOka9@RDD%%yq=~fY(nm$HimjK9HsW=XZ}TRd&oZ;)Y9JX&D8G{Gaj3!cCvSWI zi<`Iy>%Zvl9t+7T?}j??DmUuBUCK-jm=-#Ha&eN%%6)t8(XSQA3=>|QThGclq1`n> z%1qx9SM-?eB#xp0pI#SOx9}v1 zBTGfF$3l)a7N2^aDR{IQQKOlKYT2Z&F0GOFv`dt(#C+;1QCAs_JHF_)_G^D7NY z(I@OO3yaqRNS)WjH4rDh0jg!nm|$JnH2M$R&Vi<(C#u9Xx}+|}X%@0K3P`dAk6H9I z&L{n6njns8el7wuS9S?k0jhLVLQeg-wL-~RtE2I|WSt5b!>N7HX$B_%jv@|Xht^RT z;C8-%Fnh<8Uje}-GGD9UncHMQWbx|N5hwg$zGh1GC!V1N==c7W!wr~8+E<#wx~VT+ zI@h20IPY#xzRIQE8R>4nOM9g)oEK>&}Vu z-D#g6-z5FLD!u#cs80=H+=yhNSiMx%KOpRot}o-nohzu}d~21OdnYd-;5I*XV3v%U zh8eY+p~Lx3F43|Mu_qQ;uOC5Tc1U}GEJz*h9F~;|+q<3jUQ$8i+twn~OiaD2W0M}Y zwxlYNKHA}v9BA(yw0h>SufI4I-ULG9YIs;?6i-w;b02t00kM+n&mU32tHFK3O+jV` z!MMVM9Uav&jI~u&T+GNB5snPcjaK1r;lW~8#O7DA12_?AW69H>cm_;IO$U9^prE&} zk=V#OCfM)B-)sUm(*u5p^Y~MAj&vd8*ee#AoC=t@vmevSY&_g-b!BWSx~`;76T%@# zNo;~Mf?M(>bQm(FQ?cr15uikjomesb!VJ<&~peq`{DX9opzQR51YYsa{;MO zXFQ?;cN_BnX%7F5hMM&O=S~Z5JxwTBk5u7}Nu&wH5aeedGF#79UC_+u=Bf*`!&olt zw(B>;XdMiQo3Hx+D~-_?c;uBzQ$A#D{3PRsQ3?%f-@*z!B>Kcx7G0>2HVr1=);YhM!tWW#e5U!I38;1hw$^tuw8uHbV9+nQI z^g``Rc+-;Z6(=up5LjCwb_Rj1)qG4u2KzuPTa>}d{S;8JOQilgsn-AI-vr1# zW3=w6qx?kHc8iI`-`x7TU&t7}VRsZBZF+LTU@piPQ}3RvfTYWiIB*OZ!;~C+b%T26 zKN0{N337gf7IbYeU22Juy1CaqPkzH)j zseKwS47~rr&!QasE=p>=`l)c5&xn^5k-> zyr{ClpObvKVD9e}ZkwySKJ?!gAul#TPe1W2| zd$3UF%Qpp?d#`13<>6R-&}0C>A{dCMA~$Us@5MVU{sV)qr?5@(qsGs&S5k}a&Cutae^&?FbD(9ICUyK}8=tYK8 z2QoWi{SwPubw`aRx7@Gm^(~6m(szobF=q!CaqQwYFiYKzBbNkuDqtScKnJgn*rbSfd=lv4|EZ3t_js5F7oZ_b_kpytV!r%8;_ErNG$BjGPBta8ur((@&V0&t-YvrsWcE5U;AKgbOVqYGVU$pSCnO zS^yxmAMWZ4MV!Yld>kxkJ-VPlspK~)jN>j^j;CQ-yq1$?h{ZUmQw);SRe0d3S zu!RC5pK>@-083r40bW=X313S;E*bz4vp-c&bc^rtj3Vi>qiHPm{5gHMk%HR`m$Y;W zwiLD0c4_*V-WIi8aAb`MX&j=mu49wEaNt+`Y<`z(VKmN!_-%S)Jh-fLff-{` zn!M$8mWq{HhgWrHu&f=sog*19I9!C}28*q&+(IL7{-&Fpx)6QCI&~=0{1oF^`u9zH zk`4yzzKhVU;Q`#CEsn8*@{Z2%*D?HCMRqLLgiJ1LD)3dBk+#qw@E<5e+6M>O5)X|? zW;Aw>eD!NT!}8LZ_nVtCF#Wuk92A<(w2%GToe!jMURB%QZ@hpj24Uz4r5ZKEC8@hb zACMOEtqWA>W9`LEJVI|$5R6?&0NCUX@EO%{m^+|{MFCV#-ACZ#@;K6godAPx_CQ-C zNV-w?X~uBPC?v|DbbV(u=!yed7|A0OR;o?Ag*CNjb3r?S5W0{Em}ZLBupH3I)A_RM zVj6o_<{;QW$n@2cu@!tJ0^q^oC+VB>8B=FEb{5_52DxeYC@v#~ah~k(HQ+{lU|642 zco$0(XkP5auwY5WdR`2U3W)YFbA+bf`f8325Isu(O_TIUAA}h`Uof@GEx31?R!O{e zF3nu+?|MC|>I_cKgv2Fpe*i9p+!fQFCvNOXF2bL`y#zAf-@x5I-2*oZrg~r)R=9kL zho~5<8$ryYW6^IYy1anYXlk`EF_im4sYO??u*{;F{=4sMBu>zw-9JSgRj7sPcM4I^ z-4^)Q+-`jro{EI;IR%92>iZ~Hi}gz&MX+@itT%h9JPFGVPYn2m+z>Z%fNtnrf&AALN>z_ys($&<(;G2^<3RoJ<8IwZxL*AUoPml*qLVP`_5?m zUYZkQ3^UYsl@WA^I`+t*p7Iw6ECITKsN{u6P<)8*Mtwk0UKHhC6kXCN%-R2nWTF>9qr_r*_;oQi!x z@;z=epaldS(uV)Zl;sp)=iJEm6JeSOcF=g;Jxwm%%&{!$oXJG9k6hdceN)0W#x;PE zpR(4tusRp9KceH-N_GF`86W(N)@JUN)n{jVE1{F^_zg-T!;Bf{CY$#9xyVJiQcpvP zAM;L$@fV`jVGW22``$7>>~#HRe45=~E0k+ZDc@3=5h1eA=(pd$sz0u?P+~u3pxa<= zeRY(+S3q5PRo)(rAgLsU=hmhUEfpwwJf9SZ5HNZ2&HYNPGp@L2(cLt#0 z{f_0NK2*;3Krq9D2-@<*?7Cb1lEX3qvI{A1{;A^i(tl6!`rm{8|4s@;+Ohu!4T+;V zRmpm1s1VuoNUythXh%_+m`oP2ib!`s{Yf0k#p(3mFx~mbTBNUV0Z+{NPuXLR9T;M=!#P2EYtQ!`Z_ zYD)BLnNaxsP1trJMNc(2_HK@3``C>2$@ykJfgbvc6fC#qv+tf0`VJDC};v9MYle|my2A5-$Hz-{L?+H_tG8NzUU8N4!_9`7=3zSh_mVA5R89+Dngrt}Z@vWix5(#SbhNF zM3K#=$SB4b;%2uq`%;(%U`qawP3>w3d_V*2A9R(XW>Hy95624Inoi^Fvk$c8lHZMt z1fFnlha%n7*MP94g-$|Zn%f4&tYsTroH;^)GFj9WyMpHdB$Zqx?xP(qJ$_$|xYnN6 z!s;6$^JFu~m>Tc9gB~@wne}`OCE!QQ3kJhXAmH(_)-vC9SAXZM^CFk8q+rhE?yZNq z5ej%eOd{YEU|Qh6a-9F)d;agO8);mss7t?YUWkFU#I%isjjp4K5Or9t@W+-g%5ZA=?~*z2Y2wA ztz-BttJbV=;tz|vG)L*RIYJ$#5cq_OA@6zVsR1!N&>9h}RiyfUQ&Q2n=Jl@$)~_<> z`}HXawt%jaa5)_NcK}bS2A*FHyJS1s@cDPm^dG#nDP*m^#O3T`PLcJKQ~&wI%wzMm z1_j6N=4L`d!s*y4xD+<=B3&^m@Ax+wLxCC~Q2uvfEPsx*{3EW+jakQ;rQ0%o$-dsJ zUtJZP=AM50e40(Nwn9k>d<=Tjh8|G-W`4y1!$aq*82XLFKOFC0DE|DtSL!cdABj60 z?vlm$xwEb+II-bNadGF~T;qq+`A$Bmk3e3+rMmKu3iz{cGy@+b5HGzNvq}8VPD_8+ zDWrdi7Gn4e1@(GwGa_>gevYM=a&eHS3wgNyE72^4WV{0JoC|56WC$%D+t;MYZ3;ei zWYl7OlB>D=Jmg6NDpcMv_5w$~=r zi8OdJ5~WCU`3~_o*sX=iOZ*=C{?ok!Yg-g`YZa+u+0uRoGzwN; zsJ`9!Iybd?j!SN2x%Iwv?K(@nlS!|=-%z~3ZdkMzqHC0@K2$XB(AYm(% z9F&3GkB0@sF*{}_Au z%dL$*uWH-WhJ9l1=!J?(dP8-_a}uo`zzI*N{8&JJX?)1t?Lgb(<7A}#1DE@hNmgHU z@JQp*jEGu8PkJ|3gkW3DOmZ2_&Yo$=?C$^^5f;u#R;^_~yi$SEf{heL_r7mE*As-?uJU7s=;j z9SbExeM*BRn7;MH4X-y(L*-3ld$1vm3gOF(Miw>Z&$4FbN}@F>xM>kmT*-&xJt^1JMmRh7)>x3&0JO0b`yCiUl$ZWspb1_ z=z}}icHK2$-1>GdAK|BsDxt0rIR#M4cYw}x1$8Fe1zxi^+JH>R{^f-E%04v-T=&mC zEe5uFGxIOTdH^RUg-0!!ca_O)G6 zf7-6Ot<9>w#mq#Hm!ps`AMFs|$T$gP$bfHp)|~{>qZUtHMRbB0xHnAnCpaHf2Vu*5 zXmJ)t+PYeI+MK=V6A){sMV>|W34yt}nfa7?b4T-v6kt=?I5o(7nZewy_t-NhEZiCo zoP?0&<5alo)P<}XL1lWgDTS{@NC12aQRLLJj*V^i(D9-Jj575ddBk7zOY~QC+-Z$P zpGBHcK36cBr6ZV{jRViBqCEO5Z|Y4(Wf$YzVRcJih4^fr=fnnmd#O=ne#l&Mp@EAP zw|;R!RkStX@?cMRE32}1hqml|vh;b-Z{E&u6}(4gzZXuqY1+aO19xc>V7v^>%j2U3mtDj*S`#Wx7;L*kBRB2Tr;q7w&i-P!pS~li#4&4rbq{+d-a*odC;kLW3gb;1CmI@8$r}{1e=GyQ|(W`!Xfk>pnF*;$7nA(MkL|k8F~neNq|Ys zeuLY>d2rPb?|fWsuYy8jV@eQ2c$Be6I9>B~?r#!ykL8^SC*niA)xT_3!+yV2ZKn94jEiIas*CnW8usawq==HdcD4(p;28Z zlVnPBKpBt=ledSstcZeZTiB^B_`*9TGf;=`_IlHNS@@ z0IB7R(>^UCTRK0vr;hR!HT2=tneU9tx67Vqga_M~;?SxPE1k$KkZGV@2{1E?nwEEa7GBpwTZ+Hct{tM|_Ao9&6MRY>?*}DzVbw8V5MYu<02E z(2rXPV}!5Mx5|2^TeKotNe?~%*e$#VRo`IL0zcu20OI9}F}X6Bj&NkA!Xkad?EJpR zZKKt`P`LVjm%<#s%xu%YE5QE`SVbZkSLINPv1#?ae%stXXE-R_A4W z?Y(9wNmF_NC;L!Z#wlOb$>Zuoqp7`}yHc@Rj1gC_ia6KtGJKr_3>>5gAvtE$!Y@<% zhYK;3x>C39#3$^O+fS$Nkqrg{8d2~=p?S$3$p;s3Z%6DSQY_^o>5IV?(Cqd=9qUUh zBib1&A13Q8!~U)@ay9Aw_&rLg@k<~3Lz5%8(rmC-2{fp$MIyqVcwy0XyoNM}t{|s7 zL5vmnR6tsMKe32bd^X}j^dT(byd3T)S5U~GqItv57mCl$L#ac&W^1N2* zv(E!Y@m+9Ca;WeIDQ~5}_-Ykj{Wz72=|x$2i;(q3nK6_xR_epYl7`R>KES=pSG#xr{lFc}4%uz)kE9SP~TDpAya zq<=N`JZWso9lcPJhBRj z_|b2Y2WQ`SD>1{!J14GqgH;hI)YsiG6T?ZZ0GSY2ao}ZuZFl_rGh-}i+!2LeV}@;; zXz$I0hf39?8`??oD&b2lm!LrwM>ty0sOK1CU3r|9y_WLOkQJD*m(-WnCi7B>?SAG} z&bh(10&MJ<>RvFuW`o*P0F6)Ku3PgCXglwP(1F90fa%FYr4uo9c=_y3meq@&xSmN7sewfpVuNw0meC<>NP*GUiclDmV{F8<^zZ)1*LaJx>M zZ`W77Aw#euq9?4xE*KH9AKO7Rw~1+aQFEe^Kp$WpvG^-x^~&+s)6Y0XR9=)1D;NUm zw|p|-k!4nYdtQ7n@CC%) zo2}t2t+423Vv80j_yxh>s!af91jUeuCjgPdBioGpTJ*|`M0 ziGl{anG5{OGha)ZD3& z61Hp?IQ#1l!&m=W$p2i(R@(6F2|<^*LMaUsi)R}5{`ZZMCN znZHcZjEET?ebw4|%O+bfMyx4Vls7tk{UhSWO~o7h$S(N{Lq!wbyhIdsjjeN4SkN2C>Tl z!WE+QIW@q79jRVqwRIv@2no6BrVv`n^9EV7>L0G=e+4_}erUS?>lq6#99S7o0@|J2 z$a1xD@}Fmz62AMw-(I@%5g*{apNx8Daoc|B=1h8`=fWBo${-5z9Jf53p5Ce%5oH?G~dl;3=8I^d?#STIBB2EBqC$}kUV)JyfNIW z?uRc&tgHG6QSbavCM}|JM``8GDClHsv8gjf^L-~jKWqb z)m7+eq!RP;H}Rsp47pU&zOSG*4@ER|F%T!U(22Y-ADIYQhnNAa2L~+0Jp7=r+i}3IosnFf2Rgu z=YPYZo(V1+FI(80Nw(D!79aKGALc?w+KB{GcceX!1tdUkwY*$zij{uq6`7!h?=?y$ z@0y#Fzj3D8x|yXLpQ=bXGc(NWQ8giINoPQKHxd+`bq}Rw@6ODwN_a$4V~>f7{HckN z7V591^>QfLt&kEp>kfAO34fAAdXE zKAxUdo!;1vV1w8M!mR@_@l{7uQWun0yN^<=MQn!RK1$0uwLd8cz2|DFkXg}_w3X$X zbEvuS>3+V2iB*Y`oo7JBI8IrP6Q9v4iTVx*+koM+Hu&<%AcBGwg7)>bjj>Bhw;H70 zDn*A+5OlrIii$e4wlv9jJS8CHpd1mD?U0oC)()&53vhVQ??J9g>B6S@pez<(xB=MI z|AV~!|J}d@cOZfSDIex%$RLJ(0<;74^e?U@04fGBut*M={DpLpSo8R6H+#Xns`>eX zP?qTGf&xBc!_fB+0Hwd<9sbA{|Ht3AQACw%Cq^uZafnYL{V-QWC_%>=;XXJ08!wNf z&r%fQLVYr;3C(C8j8^uaIVHo`r_w1Ci3l{C^;;`o~}A zUu$>&kmumM2u0MJ%K~3*p;iwRmAt#X&4BSXo(J#&#)7=iFMHD1FT2k+cqCU=A zyc%DEc3d+uUQGn++92E{UoWY}szSGx_Sn@w1&cHkJJ#~c&1A2gzMOmWyt7Znr-~b; zabe7PGZ=_`c3NPuVA!nJe=}`-IR!WnuW_XZ#xv7@<%UT+6V8CraLE<68=OGj7e+dH zL+y?6miHt;kUP^HOf*p5vMSI(%2(VvDy=iruCu9TN)Qq<`%b(S65t)isE{WD)PMbk zjeH1~hFJrWLJ1ApF=M+s5)M56$3{913C8#HACMN3%s-cP43%fRx)HPh{MmGg_qE`s zZ<{nrT5ZHPH0@2L7Z5zTY1K%1SAANjkg++wW<@M&WVY%lVA z7+-(frWbOc^f7s@62~p>v#8~mqu0i5ypkuvp!q=Gg15EJ zRwJxI#Y`537Jx${r?ctlzcz{Y|MEGrBxuj^I?Cx))Jw6LOffLyjctFg-0P&#FOTqr z03Dr+co#!kZ}M>L)-!8Sy}B9;tKhJC;#abPIr$C~r0F=3vvp+SE7mT{zR@!^bf%AX zv&{2==)5O+=Xkv}n@;0;Do&kGeX5TUl|l~%JA}Qj4Oh3TFMEch`Gx*ZD#|~@Z@D9r%pr^x}YQ&1v~-UPEB@oXB;yNlP8o_%p#mAVBP6uiGXd>V~7 zfLl+CEl^ob&u^KU&Ze(K3P0(qxyAjq_Zq*mAhNz8VSb4T6~=R&&9KZwjSv8k0#HvA zAUjFm_vP%-+4x=!i|_Ca)TVap4i_&k^F@L0G!!v1OVhBGwYt3XYmx`)?I7LBx^@QM zxJL-L9sA@)8OyF}5``i@X0hX`!;@)*5tzbsnpUp9<-xl&qr6`fL`ZpGo#X@WV&x}r zFl-Bu!IgGMOxI@AV*GiTxyrJTf#P-+=Ub_d{6cXsS}|SQu8etwmwqid{XK;rXO?TM zda80-8?9~`@Jv}tQ^(@X7bUMkd?-+Efg1! ztqgKMe;JOOAZ7P*5kJ{EplWYnz6+yPtEY3Qrn%R3f-1id!j4B;b#rh|Wn0!I8k(mp z?9^yAsNVI902~buDAaF0P^PMEGd;#?P||W~qT^NG^DzMkx&U6WqY8AG%}%R>d>30c zEuuKDW2uX-<&_6+PFx3BfP-z=sdRbg`86QES2lL`N=v;MUsz@L9WWVZy)ku&eV3zS zZW*tfIwGk;fA9$AA0nFQhJYV#3qGE#6sM348gb;RlcW`h)|6&`Ot!5=Ja*-1i3_I)d44cTRBLMZ#L2-$bC?~ zSlMo|b8vDA-W3uSxhEQN>0hn$<50zC@dfnDf7NX1|@-kMrt-;Gv^| z4-cIH!VlTpp^bTgd-OQE21je)Xbl{#ful9>pIQScWD9Fyn(pficZh{U;Be)3&BcHu zC3K$wspC8JwWR`MQ3MhrWirUA;fixeWn-Q?E?w{tlkdpZ{|7Vy1}@t_ZyJ&IQUpG5516)57h%I2O+2LGC>LbJ9l z40$)*9$C>txxnI4-G+0EXf`dm(>1Zh(Ev2KF_pijfBUCy<&Hp0QJX%Ue zOX+AS{VU*m^xVHbSRbL%5h@*_(h<`9^+@xtT;n5DIzpwt0+pmkM@5|1J2?11@6$@D zmFp2)wY>OJfQD31HNbv!#`#p|f~ri+?A6ZR%Dl%Caqx)<3*>FG&^@~*6y$wapd1R~ zC$Y5m6bi^DyD7vAHm05RP!vRf?P@X#axr{(=L-t5gOjPC?udVtmls;UbIgM_^YrE& z58C(OyQ9b7{2JhyoA1-?6a{LQZcCi@>Rs^(eTEpLKLLk zSmRm-v>sgs1<6!~t`VyDO1g<)vW&W~_x>4%y<_ga?42&s2iW<3zPsZ+Pl|WQZ_dmi zMcOPC{Xg5rR%^?3c1V~!(+XI{j`RNV0#h+q&W8#sn)jsL#53Y+jp4bzx)DlUim#-F zh~K`K79xTiJ^t3$0L^<81=&86x3r6;2A$5&Bsu_JnMMZ{A4QJ?kk?~PIO1R7wH3W* zeez)ZJ+MUe4;(4>Cm4O)(>CHOskzF!03D|X=-MmXgMx^}+k4wuWg=WHVY}FU0B+YZ z%`)&zYs>Hj(Gl#kMAAZL5l5K$_m3BU1z!HaV)Q<^eiuSD1>N@Z!p=Mp_%lG}_~^Xm z9!2mX+Xx)CO5A~h%u^YmAh8`~wS_lfWNW;5_{+md04!^*U5TV`A3u8ht*-&e5EBaG zPp^T3e6XrRdK#`s99%pbus=*LZ65KFl9RN0Q1(3heP}$i8V{hUQNFt4DUxqu`GX$h zonpnqukK?+%dd8qIwJFq8M59GP+hf1;Rx#_2MiJ9AE)<5L} zrCf(G8IyfX!#&ywd43(RgoQ0_F&?y#qsQO#8e~ST!L~6zLwhg)$s^>5rpZ48UBv-( zQ3eiRBs~@?9PWRqbD-^CMnQadgs|M!3bnYDJh(Z6+574r9D^`Bv+iFBzYtS-68ZTe=qTcBd^OriKcg)s^ zD-YQ9;Dt(!H$$1TLg>tbVjGwCF8&*NO9seWIF9m`qa5r|4(hOwXaJWn2=Uplo?pN{ ztNU7%+NohQz8!F>67hm{ zcxN3jYy!lynqP&Wi|QyyzuoE}K2QZr_v`?*_TFQiX*&kC$%uk1l$nhpNucUJ^OQCG zb43%ye+Kr24@HXKSlmAqG7i7?%-l2qAmfB14wD?2r+zLrE4;UQqNg81-S&Vmk-?Hn z8{+{vdi*`F!8Qs4iZ?%r(7mUUdl+(d2Uqk}KtNm!XWID^wS%3sb|4V+`$|f#@?5h5 z=II-4K(atf04l@&w#fv%aTq-cV!njz?+KZPu0lGYb8x0T48>$kCO>@Jf2%|tk9I>0($XxClIbM$$_4W+4f3F5VoKPLi!Pt5j%iXE%?7+_d*I&#k zp7~w`RQ8yeCtE7BEZ{J6r?T)y1s4-6o7!-!`hXEq?<<6q&$-cA8g#- zn@C#Y=E9L8@HbUNexkAZ5>`aq7ZL+-)(4rd#cE}qAFNG_v%(;($RzG~#U{bH&|KkAO_ZFx+|-F^j9(GyLHL@1 zKvm28;V4l3Edv#LRR(OFJ_XtSHyb|RsTj1OWCiWF8>t5=-d(Y{F^6GkUn|np<^aNKe?bFPhorUvKxxg;-lN4 z>;HQ8mu$60^xqesGV6F0dipHCHu?)**h}RJxFIif^?rb)fUN9DXySIT_^5B@HpQHf zPSvO{{y;1FX`^DDoO=~AtR>!WUr$4@0#&-lD0+`%n!lw?gErEmxk}v4KTl-^QkkKg z1F0VUgE=5CC+@v8fvwrYbq@s_dsZaL4%B~Cek*YBi`;Lx37r73VYrm9S zE{Z6KFD(i(H#-a<>IxYQ@k|5-(Nq9VVousa5l;9}`uIB)+mSf>_eT}2*`e$0x#Bgs zup)mN{px6{{1DBc0JJMaPK{BGVG{FKJG#T=6yIn#h;*5-sdlx8)ucW2*Y?hMGBH%w zB+Pld%SXv4A|)7BZAvJ~JD_8LULPck|CxF_+v76|qKbs`<90uqWwZ3sxEf%5%Wi_W z##XN`Bs3&cTeF+hle>`7Ay1N3u;>;QX5XTu0u|?iWbsyTte`z_S$Y}#z266g!W?~# z%VKUHwJ)}yPGbmO~JqxZhf=$T&XP%B<%tYk6!07eGZr&UZ267n4dUwqcU{7EAMiH6j9 zJ1Ywt3ZCVOye{~vhU8=wmC!};YXg`v0;Jdi6&Pk}S`PPmGF1%HsX9jrzE0d5i~QVo zJ7qrBOxY}wvyS+avbwlkD7)?qVj(Z>tM;-#wA6a|ieCD0dny*X;RJTK#^B>f^GIP`4rf2*o z7}%4VNS@gJ3j*CE4>CkSRwgL-994n!ay<5rFz@&HTZipbmiRaca^LfwsSZ3(Oyj);lvL=tU9-7DSI2p;1W z$N8jtOP|$pJIL>;fH_xE;$x#>Y4ss^+jE{A%?;%l|K4wAyNtNJ za%@oaDUZ6*Bo`g!RtSZMlJB+=vORs~f!Fn&H}Z)p@jZfXIssR)DG$&PSd`jtN+$xc zZxO(era0&X(#nWrdZ}^IO*8@=q*(9Nb|=1iG;}I6#^dsq&?vUf+s+zzNy5{mh#TvD z=a6+kueab+4y6ccWc889M1&*mIEW>|JWr1w==z*Fh^)Y~&#kX66ex`4jq$BBOKa@q;avRo!p0 zP>_)FxOU@Z&+4=JS*kUobDE6Q*hQWAw{P%Iq@N&`P@*^!TlDEbbUn zV|var-J#I$^3;7^2rwLm4-TidEmb#~sCGKX^=KLs3z3(Ef{aMa!9GWUOl&z+^%;evzwdliM2YqKS4X<% zIS=5gl--6JNIlMj*0IB3+;Wp2yHvo+h@rHcF>iI^j<@%XH7YEmO1lL(`*RA}{Z0F4 zFGt(kiGSw?bRu20M%Ly`rJMriq3Yy7L1UCyw0}WUm5nD>tTIFCh@Kd@N0acc!abwF zsx8h78PYtbvTYtMT>Hk301z1r`nD-1Up@pA`)L0`oTpPpoX;FU+@`<}tX3FMx|+Z! zJ z%K7uDCsN($@z~)RBN_RScO#CaS~GsGiDn+MWW(wu%YLexYa4p&4&HNm~qnR^=pFEJ_!;n zqAb$K=&e*HpNyvZ2xdYY;Pin!ppEr^HiysDYFDtwP&zZ z3wysPUF6Ni29|4cGioeSu;P|2&i)~hq;?I9pI}|k;)^8Z&}EQDo*Ab-Z+*G*CG|Uk zCgIuMsRT1A<(VKw|3Spn72ciN&~h&O!dS;q`fvl?J5PnhN~>*H7x+gcU$1$#=FMoZ zp)pXw`a{6oeV{m&fWs3ZD+c}FxJFH6l?yUf>l>6j#X zsu5HTUk5+-BDEIP3puAb>xqjr%)TsbUxxxfS*Sum?uM<|9XZMVU|0Peiq4fXDRqS8 zR$|hYq4;jN=}CQm-`qOmt5p`)>hPWyQQqYkpG@8g6y-m@ZcM4s#>9l_Vqwl;bpj`z z`6@Pz`BXVN`Nl{{moG!tc+o1ZNytcXdl^KO}7;)$89$3V65c6 zscrPz6dz6ri-^^(m?T=nYzZoL&A0J3r@zat#;zYA^1HW)rCFJqrfr+X5F5A@Czier z(amvC&gkFLs|*XtvBHlcPP^iz`L!)Dm#HlPYwR|K^cP9DK6YOo8skw(f>}GCQ=7=0?)Nlv@qx4)H$boyg;#2@bw9tLE@X7k z`I3#XBgSR+w@*v&VJTFdf_~KQ$R@pm{O-s|mvY+}k(3 zzCllKU{kuC3LGx?V&N&hm8!k3@J0w^0-<Dq#<>8K}I2_L2Odor3onU-}%3 z#SHLk?p6LFsL|sqcQK|jo#D9BmvG}=A3i5vOvY&o>${C&bn^o-(RtPZEjZ*8VQkbp z0d$5T>CyX4&F$~+UY?CJuAp-wwx;;D(a3Fb5+0W&_(C zs}vT?*zlGZ{|IsTeiFNl_w4lq3X-y0v<-thl+j5D3WQc8(YP4%Cm1v41Gqz_;^O)R z7@R7qyjJRn+of+)2)?gdQLM1LZ->W)8J?li=N!^wWSez5!Uglyd-&sauG+f&$KaRAXK{BXVYuXybtzzTbQOp4GX)#V`Y!oP!^kzKSPdB3!<>q-c%4V5<5(+lopmTYAT z@3gh)43fo0goqR{qm}tC0gVV7Xhca!;oO8UZrdNa5h9DZq9aRN%Yn$^sBwCgoLnP=^y@>MokpZM=oeRIe!QH+UIktKih@9pc_qqRSAuI2qo(R|tOv|bnMH}gQ`0)b^~1#46#)Wdvw|=G zy9QkSfBb%U#wvzam5^XX_q!usvrVs0Q5+6!|6x&pOV)~T)4wgWE;Lb(d< zp+eLc8S$^;L?O{pkZ9b7%0jx>iuf&~_Tg*42RtP$}&JC}OSb!gfZ<9s7F9)0I zMAXjsaD5Mtjc}_rR@Lwd3PQ7I&i_eKT&>3)Hinek8Hc{f2+6N@(6xMi8d!zUrH-P> z|5!BnuZUFWKjZYjQNsA>YZtzb3AUlKBCXMxJzW>CnzkW6aj*G9zKxl)S&QRwV+F}q z(6LJXomqbWbOZKJp@LkVgHP&_pS$>{#!wJ)&E=$FC78bodlc=*^%>{svBiln>pm(Piz_{Q+K;&Ftkp%(hvWId3 zl^&J;1>ZbNwub59)w3?hBTsI`*q?lLQQzBCx)tF79rHvIEgd*!%LO5x4$G0x_>t-@slvr!i_PN^ zn;-mMJjEiR2#!_e12NanA!@w~oSsVeRJTI-z4?SCB9JcXD*gR^0RJc5LufzaeJ01U z4I+g96?9_+P>d3GyuZ~gf@T&cx_RmV*YvVhaxaZHvVM z;2xpbv*NE;DE0jOmGo=*b6FJ++BENDKUX5z4j^HpAOIF@X@s}Y!CiXILEj_l1ZRrw zsioQ|i6xBy4haUb+4JIc0XBUJ%xD!n<971tcSzY(T_YPDdb_R9whWm+;H*nZ6PqdJ z23}OKTa%G@ie@t;hZvfZ%T3MZ^;Kd;^e{|rG?6*;ViU6wDH7Ur%?St*$@~UmDS?L8 z)~mTP&3QdZeUfXbRtBz>$G076~)FecqEO+?DF)DPY zRvCKLT_Z^pB+3_I2CMWoLJF{a+j*DNUZ;-`s}A`G#m(?3h2)7R>2*C0U?1@IA}8oo z&^A=?C}Lhg&Vb!&vG-MNZFn}U>^d)YgL0%b4FRoTY4ck)&*N%ucTo^<)Ue`aCvxyR zeAu@XZ<-;~91UraOJnL#S$FHFP<{D%SmxWlI;#_|j~(19$jLrjP<>%^wsY@3ODJ?UDL%Wn2+N}}=9?FMork!ru7 z0jUp0U);D?VC$I5*G#=ez54C#*GVxR_50KVgcjuc9jY^{O@zi)wWnAH{; zfa0tgS$lY7j`2wlPLCPOl2GeJnmZb?l-YqU^kR;0p#$+mS%oc)-Nu)Ers%E? zI86Oos>;g_1H}`^1D{D}FVTAsjC*~J5>V;}e*F^FFj=+o-QH>a46Po8axngG$RYLK zdvDKrni-Y8=1=et18V#{uNQDb}x1YT<2 ze!Gn7YZD#j#@&eGcW4XhLHc5+<|mUCm=#2n)1mcO_n-cf-k(itNxm%X^H_j!y_tWO z2sB=Iy8~*!maZ=yq^+x`l41@L7l$5R_MLk*2u^EQ;Tb?_M9MI_s&TRG3iPV$NDg6k2TI5Z$`@@Z9P zv2KvUIWN)6RaE(^h5W~^L<-&ZK^17S%U*Z-z4DbEMfS%QH&vf%dNDm(P+jIe$H|+D zyR5%ZB`2dGqCGOajRooeb;(uYOf~t8SQ{gPdym25^M3zz%VTcgLVS+12&b;MQk0C4 zZQe{_)7y1k4_OJNFwh!p0m|P0)5-2{k>+o99{+9ZksJ`Orl{v}Q>`G7m*KLTk%#Wj&lF-dR!6&_wI~C^n@>DZy^` zMHb;t8cOhyvZlI4t~(@sw#IB(G(W}B8l3_Vgx%&fHU2)K;>_8wo~+V6sYQEzOcx@am#i?T@I46r9?vVK}on&$i30VcMlgST!xC~eDPkzq`n(3Ab z@G$YL8Uc>(K*tu7yj5}b&{_K=4EloH26b~ho$duGGvVGVicihGGmt{;b3y=h6%kZ0t%pu>|H?ql*V*@toSEG|25Ak|iG zBF~+C z6?k>%ytV_jQ#9=k*H-Xli&k_Z306!3Dc+`U>nf394W6ugA=wmQ_K_xe+K#{jvL;5G zfh7e-xke=qDnl#JjW+q_d|G+dX3!rSXh3BiF_2sotyHK9khg|nH_kUvawt>g z4Ao3DzVUYdRF>nlhn=bTAJT-s7JqnAKq{zv30?1kQmJ)YmILPTS1!FMWvL2*b;b16 z9RDO5$Yx=?3_4r(Nd9p!UrA)!0}c$=SbN1_EN5OIpwdy0Kx7f+Bs~d&kTtZ1Fg}BE z7srk7OBzKh%{*tY3acz!8eVU!T9bA9AE(2uxbLTjXygI6) zCp?M(V^)t~WG=SUmnmI@d9ew{lry1~=suucIXy%^GFG;%L zF5Yv!{8Nu)CG`v13f}T@P;cbT8wrkycwEPK8gI+pP0Cp3)wuV?d1$bz=zIkYdR8q~ zGTU@@CABjTtWT)9Uyo^epvF$Qg5M zBoUgnxT@xHTigb=YcCac)V++%Xk|VcOObpzCdoOYpjFaYsy)K_xO35A?xgV0y#Qmc zA`BuLJhZvUn2cGw$B{V+YBL4P+wf3Y?GWA?n`^Vo*i_4`&6FY^+E~LKneMyPXBQmT z^0mL!CQ1`R9Vt4ikKTa9G_+PZ>zit;C>M5~L912Df81FQTa8%SKe9A=rXQ<}U9l{G zMRNgXWTO3wcw7g==OvRz-2Qwk{e@5MoYtRMvrR`{TE=oMm4C{}7D0C6?ML*M_2A zf{5}Jh7(f22e5KoS|ab<`#yYFyrpJu9~1%TpRolbTZ7^==~tV^P0@0Wa|06&0*_7g zHcT(`hHsi|zizoXx1Oeku71t~HqnU$saAFm50|0@<{;~5SDm0f{43}D3i(y+XrGKr z*~!K(sobg;RTIRxZ>|`XoZuKjSRvWfwdRt3g=WBnJ_{}P#VNvdR_CEh?NC{T^YP5d zV(K+b6jjc&Qji5<$cz}5lp!uVt2!SXu)mQE^VAnFRGT?X8@x_Z7fDW!5r1{|5s7-N z>q##?(iugbA7orMY?2=ZG1c5i&% z;TS+`HJEgRgNg?^TQYbVVOY%I6GOG?I#_D4ZJ$$M?pA9*#x`R2V;W6aR3+u=6@C7V zQw3mc8mTLJNIQG_%7&g)kS7l+KF=yGWFB#p75=$-<^M(dTvq*uV$O9yJ?s=)th7H_ z(8XXfezSsc5}n$Z%C}lRY_jx+GHID-^)Q=8X%$uO%(?VE$cbwl-){HDYvoup*>eXPwi~e=Nf8@ z3X6t(k>si?wGr2)89@oAccI3-=a%AGdxxzJlNL@ajvYs%+%(EF(56fT{*D62v)pa* z^y4Plm?f{Le1^`3DD-)Djq!C?EAEp%m%o!fVza9rmp!usZ}JE{GqvA<<}|=`7X}Et z#(HLy$~f5Qt&_r+6xBJB>VnC?hO$iRyv1^Q;6)JT{d_q&Bpic*51YF1t=4NBZcEZ* zvFRtzBk#09Kf=}sl^gmPLW!;YkHe#^j7~p`>5Knx>dQ04N!g6pYUnDyFS6Ko+~`fb zu!&j8g?mYj_3Cq-Jnepllw$}(p*fXY-M6rq*|Yf}rsS&&+LtaG(|F+v+?U{+m5?y$ zxc;#d2i=4``N%z`Go1tIILdrg63fP&bH`emD;v#L4M&Ts<@C4Vu}B zkN=evHs#^TpBqqYXnpW|aCZYP&^IiUZd)4)D)C>Yxn=4tyMw!FZpEu5DsE-AI03blLHfUZwIZim}0 zYr=S!GoDe_`~a+Utsmb+*n(!Xo~uaV819(JTKof+grdwJDzG|(@vE&*(}+ulpdi(Xi}*Qycjmx0 zZbhLWd??7)F4SAAHF-!?^7`rKe2zCUjBQVW-OmFq*>6DMW~R}kd_m&jRv=Ox`UTpN zQ=6BhhvfS%1-nhIj(#s9c#!1P)pz6j##{0gfl#8;*4U9zkoR??u!>mT^yn_2$6ccCixwVz1E@#*X_kiV`G4 z=TVT*s4cAZ^gidl#-UCde~RYbR_ZBAmBR0nV4CyuEfrT zgg~Wk&xSKOlnbP_qL4^mm5x}t^f+ymTm$NHf%pT{v_B(2-F#WWWq;5+bnk55Xz?`~ zfzH>QSK&NSTiBU~hXLooH^7-Z0-QeuGH3_D_&*OgXoBFL4Sx4Q{}|;Swt^&(UN3#~ zG%4gC;A+#N@S*j0zT2C^pcVcvQ4kNGkVEJbVU?uPK)&&sQSV{9Yu_{NS{5&>w2R?( zWDRj%u!G?9Xu8j_JASNzM^&!&Hn-ChRU3T5Ks}K=#^7pfGLT+AL6JkS4Z}J5caD6s zyb>8h*Kg;Lo-iS&{T845eodSX)IVns~bv*K3}8k z;h}}b^DBuuK7BZ;*)_x}!%}%AesvfnZ}9wcefS9!jQkUF_3jwVgBs?NEAjE>g|dWU zK8f%gADkAxpe5eFe+8h889v{^-y6Qg>V z+#`4G4odh=RQ0vzXpi4<}fhs{=xF!Ow0ODYIIW$ zdZ|V`SA9<|xvxD+{S*pOQ^o8XdH`?G+$b=fw*w6ZF)^iI1-6<-ycNdgRRWu%XX&iV z%45ovPR_tU`sifL*FAl+K2SLO?(B3GU86bnI_8TD2LS0;aQd$RCgnrG^sB!z-B|B8 z`-(E(59?d80SbaCOo+V9r2+`qUu$`*;2)48$K_KX2-?`_-}O50A_X@2*BfB|X_UZE z`U|$D&n<0Z4SY|bJ~#ks;1bR^S6wk!Pp5=gwni!T*#>qi!6ekK0r z6ie|X1PdubPyC0BNFTrk2d150U8m#T56+L!!K$xZoD;vt)g$`iv%S2{Zf%-)Un*>f zEe>yzjc+UU=4ML6W{t9M8K(#OY{_1g0v-4wd$K9A);b!nv~$SKH8xi(nBm`z5C8M#UHlU=H*s|iw@wo>$Y(_%J=J{?+#dR#jVV)b#TQ`k{tX9R1Q_K zxhs?;(pz_cwd&-3CQw8cfFe?U;XG2{#(qghCFdZDf-nv*^Uo;e9#Hix#kc5p7PToy zv-iN=Stcv~$>RETk^QIs{^{NbJIBhQ;FenBgpYx$Nw_Zt_B(IAt?=2BrU1^BACnO6 zHDB_Ni?u=LFPH-V8N5_h5L~(6#`~6K9^zpn&n?&O%#$$f&*;?!76HQ2U-jUlzdayy z^qy}R7=}hC^+#MWHAG41lGdr0=~OCKG+$a~lFn?v$tpi>d{9eo4J8j}|Dd3DlY9)% z?%~?x3!cr|a-Lb3NJlD!f>qz30J;TzpP(ThH56X2`7af_UL1l_8tjT~QV)tY|e3d@F9Tqe9)R zgXWdo45s(qJ}SBABVBMzJ~Ys4fwwi|*;ro6Sv$sv#92kq`H&)H^IU3BEN)Wfy=!Y5 zq2lz<;QX%`4_e?Ry16-`7ah}dAn(v?@zcrJKJ{3eQZE&~e2M;o|jS#k!ghbYm9f$1de!$~;Z4#R#9Wb~zk~N%Ta($!u!#~tE6DVqy zSaUtSsGpOg&O*)6DvbR%si`=Nz{BTNrB`@J8cdmMaG@sAe_S-jdVcwonXd{w?bqF` zKqO-!8rE&?nH8TPaiunjC_8`Z$@tiXW}TU^h>6;0BAMo*^PJ~z&pW1y3-6;jR4_=tq!5X#B7SurZ7GCdiofv8slVEMC@+R|jRGnY8N6Mt%V4MNcCFXB)!0 zQNw0pUly?**6gy%6sWH9UTo_s^jXRCg}Mxj$UGAdLZgQUyq^|yCym5e1F-sPZ{vLA zdAQRatJZ9zyZT`F&Ar~gtZ)C(C}YH=ZNUvQ(3Wo3@s2eMekefk z9?lnwXD46Ws#7kPwtGU)hJ=QEs!gF=XUh{Q0C@O)E2#v{(v>!=bH$%q2h=5OE`r9m zj}OVw>PGH+_i>)R%klV<)7s^?;u@~OX=Z~%6GeI4O|QbP=?-{z8KdvWvxwi*7iDnk zxA)IEZOAd``9gxXd?g9A<}1<5O{qM|$S=JJ(@T`IUz}ThX!kJ8)Xk&!ixVitd z%AcLP|5g9~IVP+f|0#4!=&fdSLTB)D!4OgDSXT)kGA)iP1m1RuQtw+ z>&Hh7e4!-|kbES!)@&pOCfG^P%jUrDwe%P%!=)12f@z2=wsv-=YEt>YiN1tjq(?=4j{DKwvQu=(_Jl6hA*EAFGDGN9M*_BiNi((u21(ne{_fP6&mjO2UbwtqUOl6zzQsPQp_8?#$??v$$L@xV<~HcPyFG$JGD+Qt>Ms$cUJ)jZ zqf7OxRKo?<&(KNh(p5Vz1q@4iTvIg4FlULJOm7!$E==+kxMl&`2BoCH4nqqBPP*l9 z%7H#;|FQ+yD6oAJ*}5Zn01228yG_OeBpHe`-^}Nh(567jZ97$DXU?vO|J3u%=glRO zYGW7Z5?=um*0-<#7eUm4$p&*Mh+g{sjDufHBoYF5%svzi#4K8{ZnekxYYT*EK`7!n zPb%%p4By>&irUtSoB>?{j?Ak-Rr!sF&^hSByL8_n!FwsF;^?9aX$=*{tPmj9Za4#&*G_*FB%eyW=kv z%VWdfxMk<;=;)8Ln{6d2i^@PI6BB&$0(8CAl9um@oY;XIFGg8iuL!vAUASA-wF_To zD~5N?HJ+NTO`u>Seyh=6wG$?AvPxC!iqu4D&2C|fUH6>5=;HXzkKw&1t94HClg)}C zJcl>HMaVutCMi;9v4jPM_0ITEu=aV(>PZ^##sZ7Cm+%*6d`egAv;3?0`QVa^BU~SD zxg+_F!?;v!hwi0gbeJ;rI52!l zF>gx{c{d#kSph6aI}8Tkwo+gzyBuGU+*y1ARI5sxzl_uQtGJ^7rsGlwBtYLIySQ4T zR`+0HnpFHXuAUqy2uxyIQFJ9>lH1gkY{buLlG-e3{i+b<9<(xUrRT-t6^6yA^ywYn z4b4}qok(A+0&{SOJ+rz*nx145&a@Lz?&UXDTqoW==jyTCW(^m`fN6DVKcsoIxB5|g zeb&rt@&z}Odwz$C1NZVgvokfB1GP)nV}ZIk1%zrw6yBDkEc`B?h05)Y>pEXpEFrr( zUY(`liNmuLXS-PUD8`kC#nF8F9xjl)F1gUid~-qCmS3XV5{lESWMl&~?ur&B9C(&~ zbydmF<_4baMT?o+6zt2Jqfi$Iw)la;*`9(>GGyYlqAtecS)AJMF7gjbL7DBfVz(H^ z(g`KI*VP$EMO|C6k{5H2T^2a`PG@6I^Nu3ca!-Xys0*|JnyZ%^x_f7BKxo58x36@$ zKggo>NgLKPwX4y~79aZ(;sHfEy>z9ytCgp9qsVPaOW6ngp}C~k;`Dob+O5YiO13tm zioUE7jD#nH3$qDo)x$}>->g;#Hn7e9V_z>e6Kt$<3R%Ry%I0#wP8VybOr<~YSn0G# z5}R*Q6-BT~&S$1zD!$6kgS9wyoNL5o*X%PcCd(zQwQVhh!ByS z*N-Y3M4`jghm>bv_Enh)Mcq8&1{CDUEag{_y!$Y1DJsj$gu9Kt>;m~|hP`ap62m%< zmWOdt;kUL0F)*7#@LiYu=eG8r#!vjv@yvhK@eISw%n8F}CfLE-_>@EQ&+3aiqkZQK zt1S{HurBKOKyeusqI13Kjv33C3yV&zq(AG)nP3@rK-Ap?&7CO7t{n>Uc~0}U<8;I3 zoA`5|Atje=mIe#gTP)xyAh`Wngy<(Ea`gI$kd(Y@NIkpn5CTqOb;WIuOvzuWkc%$U zLe^|n+HZLur0#13cfV@{iqv%DI}sDr3`995!n3!W_UQaab7HZuKZhz9KA3isTz5<9 zu7zY>O%@ivhc=_`*EOlQFRxrSGB0>#m3Sxu|sU)8y?k zqCN!rj;vOR9md1~tRI5lb1Gp!_0*)p<|V-XY=R;AhR2j2ls=qqrV?#XhX9J$9ytiz z5NlXoLcF8~;RE z%{_+hQ5oAVn8N1V-CD$Zc&#W5d0VgzhBt68KDq??a_R=}wFh4BGwR4v9@JL@vnUF( zR|cK$hRaL-`Z=+ie*c`(J5t%Wl`dhOAE^ANRj<}$;XZ0spk4@u)8PvmU+w%g_50O|!&-qfFaaAYWA%S!GLF%&P6+tW2Vg zx=l|h9mcCL_%Pe_mXPCwS%DWpq}eRJiue$i5hCdtBe_qO^GWW^LjBSWTiVkBWn~NU zI2~#{ms+fN{f?BSTWvF`LLkLf4k0?|fKqUm%_$59K-n^g*})&rc6R-qM4amWoDljG z)lsVpCPjysO=NKB+WwC*=xDL4WCL5aPTx$``+vCA}2f% zFOuyOzmeV^M;)qy-O@&Zj>J?*IQph6KJ72-O)WKIX&PeuMH35#DmM28g@)^G< zi&@{5MWPPVyH`5~a+LWl1C0Fc98l4)gzA0Wd_JeU*Sp{~nQcWn)}0PNarNtCg(1cB zwiTpP6fwDRQOr7WMj>_F;xYp&%?1~JEPJbU@LcLfq!r&stczSoBkGi?!V5i<2CP{o zE*zVQgP_sq$=9*ZB^=vMK)qAfsL(SC##f2P-)UFuPnY$%rHJ7}Z_7*SEtJ9_G86_{ z>pEk34M<6{E}F@9Ww<1-Y$hzQj$`PtF=>U2O{YGc2@O4+mL*tpK6(IaJ;mNtH_ZNQ zr)n7TfTW@_!D^Ib%tQg2s^8ROVSM$UQH|;c<6c1rqBoMbLF0@?v53UAD;JcTHKBET zt$S9clZLn*QTI!W3IlAT2g$wE&p#!_7^lc>oi`Rlg7R}^9oQviWIa^ha5V0c4gFv- zGl!vduC06KrsIYgKb4!b#a#?KKK6G*Sw84jF7RZHk=AnckeAJR$0l&y`7~h^|D$*# z4&3ujg0_P202@=aW6OmD!`Don*Gnfq+mCDMb1jT#@7D&Yge0{C5$M(IU+0(j#S8wE zz}ZIp6?wpRl`(Lxx&_as^3~dbd;j(QY@7)DBQ?|(=EmRiu)^WUsP!+ZME|ioiFUwF z_2IzO7*nv)zb{mygA-tc_($q%p=A3EN>Q^j2(t&$*Jk}6<1uDTf6HnQ{WuoENg}s3 zY6TQ{i}SygYvwB8u0y{eTi0^26x?`)5Cuulw?rc`JtL6>R*{H}5!H(h$CK4)JoI8v(_6 z!-8tZ7J;{;=YACr)n3f0t?^w0@vAunar11D zWnBCP`uEifPrx9Req<5TDlxBsHeheQH?btoHHOTuovk=T5ft%n`+~7TJ;-L&w%Nz3 z(ePgo{;zj>AI5>q_lM{J^}>I=HJf6JtzwPF1(!-PYMHq{HS_qFxYL{d&T+!;omna} z=?^glhwnF9kSfxbl-j=|Oq9AyLt})3+~2{xrX5KXMtbI6oK*d^c^dvjXD$y%ZQFws zf{|`%4*V~N$G^!~tN(aJ6=v~u|6CL1G;FFaGUs8*yj;Hq3{@pB!oo;?LIwSVaIwnl z0Z;>eo3leUoh{s6*!bb1uasdf*W-xN)az0UR?{|wdxnEVU19AvS>FKe(#@hzH}RQS zlF)t;)*{@-O=&o76bN)NhHovi0&H-Ft(QT$%rX5w(cgx`$zScfzIfH(vAacqY@zR* z!gNBoDo)&Q;tAf*@>dU=g$3Jyv*@q|8kn9#>1z4S`tZw8xuQVzUdtjAbGT_(P3D4l zYtFuHH2+C|u4V1bj`S@XGxnm7WJ=V}3ozi3LJEBW7^5O9kSOfejMOU;g4>rHbGnyW~tGt}@9xco6 zxg6kie@rfF)hy-<%4?jd%j#@poRa@pC=B0aZe5^&2JSZZZ<_F0yjxF+{E_G6rMksV zgo_Ji;I4cdHh2981@YJ2VPlnhn8?;^Hq2Qhy_HCMNRr4b?)2%DfNZBvI&0|38QQ{H zJ7*)C8*a4+f~3)-qZlNz8ObQfqw|@26zgvRkAL8P_hlr)*H{Zgyfw@N159-f&Z|Fo zbFIVk@P*wEIw%bGZy))1|HfNCc`5RZ&L475sIrYxEQ7`Vf4LOcQFslU-@Q_s%BsrE8OW`SOv9VmvXy zM$j!BGFRiL2n*HrZK1u!Ara1?qp>9_V?@yW&aX+EN&4TG-w z(*^&Jz4wl5D&5w{V?}JJfOMjQpdcVBO-d951cZo4k*f3}AiWbs0i}1OD~Qw(>7A%_ zY0^7L?;Qe!B>vtwGY&Z8oVoYhdp^JWJ?D>^NMP?|zk9!HJ?mL(J?mnRrciKMC3onz zpyFQXR8^|{xRSPac42Pv2NvWb!0APuc>A%tw^6E^e~nUhHEJ@!!2V(?DXZfm$%rZe zWWv4+d2Lha8^vUt7*%6nY>=|L?C(Ltd6p>C(7)e8X`4iWk+u2nc*Q2vCQbT87E27z zS=&dgpLXU9e__C<%0d94FKqxN1d{K))CLzqr}KdrLW$V8F<6M z*3HeFz&|6-WScC0yg1pa;jTVJH!>2iU};k8N6hy=5V$yie9t3vcsCTO059E8OfH+k zwl^5wVCZ&moy6Y7U|Kb5be`~m6x}I{jW*JCswvfN5m-U0Oc+N(-oZI01&KT$uR9XM zn;8&riHs;`CQdmat=>30C;jQePA>DGH6(?lPE}#5``_k~s|>2wKe+cI|M=X&`u7G_ zC;>59R#sisvy`^hAxdPP&Wc9EQfBe_ImP)-dJ;ATq%|&GOeTEbx^K72)sxF=03P5M zh0bm8oWxTDQKJkj>O0>~g1=+^4)B5$L~S0Nj>8-WHmG^w-j3jBwsk{iiXizyc{u#X z$+LgY3@H)~&kf>WtcV}WO1sm|cUF=`xUPVAF&!P zPHBqe6EI*@egG^PIS!eUEW9I*PyKR3#%cjdwg3pZyEUN!M_7c)bM+Wq)gDU~)V*)K1DS_?G*qzP@0V%4pon4!@Ib5eMzU z&)Wj(y6&HfK9z#M`D)x235Zh@STcOLmgJkf35N(p;RISl zjhY$=X-}fD6l+$MWgP9Rh+{`!@RMgwo6yg89xKkgu*|ui;gQJo%}(JjO~jMDhC0_q#V>FK-bc{rDQ)_wBPYAS`Wi?SV6E>?AG*>hk zKpF694F$qSJ}s>93~GOH6k5lhw&yLfudZ290d6gRFwN=_WDkT)V9NS;_UT*;Y~&Lh ziv4Qn*9-u z>&LtLq)e#8#Q`hE@m`>K=?A^@|Avn4Z?~)l zuuxBlB_g0gXWUbI%2^yl7aPCGoo8LhNm+PsNn*+UNd7o$Z|^{Ha;-#6cby`i@Igf+ z5O+HOs(gURGZ1PLw)+YZKJ^t+=D(ph$1WXPHI*1T!gd?=NzT#V+?eg|)2C8i$AW@P zX;+CIuzE*+?>e~a%=Z<-1zRKo2}<|k{;t}+dSbj6)sptoBHv7{s5lImoF2@llbVY& zcO1B+S)1`z7G@aXP0T?2qNB&oTf`wIQBYhKWIu2U>9e0z2qMfL!?cH|Q$h-KWw&|D z=1H;|-`$FjoZwGXaHm9zF}^8Bns1mBG!b8*9hs)41M_32e3JDW4_SZFFVbLzN0v9P z+&hXd=z%}na_ZzfBNLjDBu=rJ@nA-4nd(=C&?Y3q?~1!JHu35`y(NuHljG;Bb@*$eDlV)=~pPzzKxMSb+%uHOX3D+^d$j;~}mH1(&^j@f(yN13vApjdu z?YP>IA8u-rrLm#1^2BFR*r@GU41d~Q=E7cH!+5XJtGhv@a`?B(bCo@BdrH4}n51mPG<|!wz(gTqZu8O|dB1Vk;l9|a_P^hC0JIj{=B~Ji z$jnULQd$Z<{DG$Np4$`mz0pA=drBc{@rA_*MtjTgX*&A_))oCgZ6D!~$wS?f^%{<3Sql2PdOxv)D=y?HR;B$_0ldp~O+_$8k!I8;GGB zVB=K~zvj1LJ?!Nf=u!4mM3=-27(iX>o@$3b9j`9muKYdl4` zSWS;U$TM_m?}0!MmmAL|XVfSB(sQ8)aMG=WQz|NOm!ur19uULRXgRY==6}l+^T|@e zgsaMx7fNBBj63_KSFqQkG*qP9=EA-+`MxTA_3#2{*nX*3WH&dgnCcb>%Y9FuMQ0Du zWA{N^A1lMvF^M*0Pn`EKV=&|642+eEXSlK*;~(#TWYPM$RY-VvG8er|Y&d03wc})d z(9n?b%0af1jYs#}YhAxaD{^XSf7FogNf%|sf@8g+0)&;=PYH!0p%Yq%R%77mOA^Q> zI+c80WXda#kKIM-P)=&Xfme*U*k{VI)k`Gh16P*(F-?A4%%0Mjh>dW=rH{*}VS@or zp3V!dPF{3LD2I~c*oPbL8aeXxWvOrKU-LDq;q@^H;vRS`$o9pCjB*3pt5D?DG&IqJ z)QM=J^Pe*eZn$<+xko}m;;5j0@$|VppG2q!jDd?e;cRD>I)(1eZ@f^_3+I;^8|K|J zPEY@sY(x|FPx#MTFn_~d@>}NrioFv-h*&O@w0TfS>`&WEieO{4{Ip)cxc!-6vX*D zGPH@12Xz3V`d3<|bX#VgL>16FIp4~R_9|hrfm@IGrSm^699K*zCWq#2*IOfgVJOJt z6BRWXe@|Nb|6a(W2;B4w&^#}Gh$xv!tT0W(Rhok&*>5#a_q#yR4?Z7nqczU%RH5~& zj)-9j?&dR?N8|l=@9%O+X_1*Aopc(=f&leQn!_UBN|5b;10z1E9y|* zrkTs0aAfIa=Z0L?-xY}6Lsc1>+xTLr&U;JzMUv!;W498+CjxH=?b^FoU4Xi{1oh$R zmz3N(+uiDOqOaF;85yI7w`3#@@GEPdgn>&Rl>yXA24)Z|&)~p_0=HBitWZ0e;3qv- zuHX|t+L1h5sTiUkAM4W!41GXGIFaYo!ZU`>^9*&MmnlIH+$aNI8)PFcDB$EQ^HTr2V|uW0q)PQA{Y=r+Q7Ac?x~Dz;4(?tR77YzcXR zQ`e#6@_8waMDMY^yRX|omdjU?3{1QuG%I108yQ+h)m1+1j}14s&O$dm(mr_X)vRyy z0yNYi1Bq%FCL?dM5RSG*GDIIZ&U(p>uih#sZKjp79VY|6a~`;->YV7+bL@||IX$}} zqpD9Xa2S=6@}tS0c)%P06;E$9Vb`7lS6%}7Zy$*)T?KG8#x_ZS^cZ(2Ma4s}smMaeB5O-nW|(%72j zGqt%u<-r^nNHMpZ@X-0y(R3%}m={TBSw%dPJkqErkESqa0Bn&&tUdomh$!!5!q#aQ zXSTCn8ZWtgvGghnLnwvIH$koVdDzVK2=KYWJJ>EG=+YP~-bEcTIk7YIS3J_%iu1p! z;ex2YvMt2hLAUKZV#ioqCUCSH@!%A5pyY5@3v(2TOxm09p&aPQbT+Sj z@ZJ*fOnADb38GSEnw}pC=KuWsN7DVjKMZQ$o%WcKRu=p2P>()Jex`9s+wDDm1$iUkO^jS0{NPAaC-Gt~PflKhI~wns8h5 zv!Bu%nb~Ns7d&}VC2JMh0w}HDoZ2kv4X2g-M!F$KOzJzmyk{2$_MWOqs->{v?ADRI zZRJ5jfo1oYoz4<~9}}nNo6I~@1?a4VJpw#(*vy&Dw8=mIi!H={%Ho&dM?r}%#K$qK9Kla!bvkd08At~0-kog(|W@t#~ zbwF_dB0iBh7OhvWiE{__+CJlt8K5_rX{4i-R~24ZMdT%_+CSfD`cGAS}`4 zfP#`Ja4Ua0V2t=XdUOSB^Ta%QrZk@rBB?2v2Hau@Vr>m<{e+-Wt6?bag`L*g0B9kX zWt5=^ap>kr?KoTI8yBf_{vmTSPDwtp(E1eGE0s!$(p^YH#*2uODoc-S?iyD zIUy-T+r0ri)@f66LV*Ti^0x9WE}Z8qi2XYd_=9Y#Mq;s^Tx*5n9dRs7QTdw;;r=|n zT#D_hPm+w4>^%56?Ytd2WD5-~V&06r&fxt$GRgtp`t%kIy9ShuM7_5Ag^sq@vn~E{ zlMj@Va?CWfl7H$znyGM}3$U3EGWL`E++cLbs^LJ`3Q?|oqnQXufA1J=4MYqbIIasdwRzDCtwRe7-!@kXp z{G2JYt4>PVWV9xxSzc~yQu(Wl@D7J22@c=;ElG1{kZ>azJxdQ;)o_7o@dJXeCX@>Q z)RW+iN|<>{g>fO1B*B!50%UbL=eO|mKd(Q}{{1+Jqw_~W)1ObhLnf=0_WJ}#+`X)` zujtYBv?~g7jgzt(Dh(~xo9RLeJOK;6zHcy1`K3nk;sPMY`|OTa766TJ0AKyb6q;i0 zA-m$tpaY*g9^TKFJHVswWz^kI3YrExaZH_vl@_wCNigu~;)dB`^kx8JP!h+U9G{1+ zsK@&p7KTX_6u|lkIh)76Z>91mYY55 za^#h4!$`7!!N_CQ1=ETT}Z>u-hZ8kE00@g zu-M_dJ|WLl@rk#loR_X|F7#aD0phwYZYtV8Kdb9@>2(w}N2}Wrr9a*#rMGPkjwgmu^~Arw{%5!8`+G`l z=JBBOvUs!nrRf8Q=u>r+ip(Q}yGv$36T`9LlFz!i+1c&0Ns)%f4f<(K_unNMmpXLV z$4}TefmBBKMiTXWW7J=HkUJ(+e7@S=EQ!gVJf;WFbIfL)$1mF`X&?E)4Y6H`;jg`1 zk5W_&(e*|fdsIz-oF4KjKeCoqcu?gr%dN#r@XyLt!|>;khM&hY=x!JI;m17qqq}Oj zixic{Z({H*j-AodpayviigzJq8%7h90jxd;yvH;sDwjNawe9X$J@%llot#iwnjrkB zy}xF`l2W*lU0Q>cxdrnJX7j^r2aew?554A?yrB77Q*g+Cli>;syTC;VuG7qRN$#2o zAYEACm^;mpBPEnZ8$1={xQJjIuBenqjQ5+p(3diBD`6OVtk>SM@le!DPFC_;r*Awy zuibkO{o-*I#d>-vdv(Xv45VoiOHA?yj=D<;^_iwM63z@6aB<-@vT7{GKc#ExHqdD1 zvpR&Y;^(|0v8OgXdQWShN-Q;KfoT;39(4IDWJ)M!NaE6)@paJ@Rr&N+c?Jd}@DtOj zM>=BmN9RQpO2zaHvp7HGehg94T8R5pz@S{|h)GNBR_hz^wyz);xq=DnwKzh(`8;5P zh94U_Ewa-)zu)02^U7PEx&^Dg)Hadhp;u@rpJyou*32d!&{W@LBC@ZtK4@gz`|YsB zh5|TA06q@y*aUo{_zmDhQrI zL_GO2d0V7Oi@>=~qt{l^SQa)axYi0uXS1sZ+7qXcZn%)D+C_JqtalGogv7SigLA0U zFD9+UnF^(4f;AoOoH1j`FS@vA_oefUsv?i>6>c`UwvS-9oo>N-7s?Q;=a;sRfYdSK zM)xtrjxlKqy)677%+FK#B8iewH@C3YJ&jdFVpRs`FBzYvGR=E6dcV`5I;R3L(@WRc zYF=S=8B6>d(>qBgzd<|GrV1C4f#vZoBgg2sq_HQhRcyl~*eoJ;Rb8KEZ#+{XD{9hP z(>x-DGE--M*;g2`!Ov_kDXX#*BJ3b@OQk7v4oTT)jXLmqwZsf#VJk-6 z)30uK`ak7>2ZV)TH50^);F0ah34b$EeZIO1$RXmLf**eibpG@D(@_az zKaSq}F_8U(0M3tsIRB-e)3;4xP;J{Ds-~V83(~FCP#Ky5?;$>!3Gz3hZxMfBT4ZnqbuR= z9V>Tgio5AabSkH%D*IgiRvPG5n93LT@yHu~=i0K1quHL+GRL|VAU0Hsl)GJ9@u6uB zbV3bV4?v&1#kfJDwI&x)%T5zSNH*03Z{s8?hGsVTuzC{jk}Gl~&#i+HGZ+|wEze}4 zU(d@B6nvzao~HQzD0vVY%l?EiP%^V>DbHESNp&<_Um@^t$^ELbQY&==$SgsNl<_Wngco7H zVg#5q3X3(zlXDob$%hmUOjiY_ohuJ~I8W<|bDh#!TOGu*sFvjURux{S=fv=6YI%HLOySa z_^`MCu^C5Wcv7X&Xm1}ScVC2^-s?5-YPe(NHcxi~L^G~Ugi_$(KF7yvZIX2ZR|6hr zEXCb~eFv5^Mxy)1>bLg(%u)XQa78#O6@NfO7&^W4Z??I%9UgppwAKB?Rd!Ae)?TIORneK z{n?xG_u;`*0@kc+s9S%@&<5}H^C?)H$~HU4_;Q5HZkH6-o1CLB5N*|sl#iQAt=eC` zE$yGTZm!^mIhh~=r`BP|SGSz%q8=npTfStmzt{Yr=N@%Rl`aVlNpkwjvh#iYq|AAr znU-&$Xg521p<~)5?!J$OY*}a2S%MldK{-J}er6e$mbvv|Wv)^}!ShDj5~FS9hmLRx zjIf!Qjd`0?wb9Nm4IjVK8P0i|_sg4loWUNL`a#qV=epekZ{vhBUa~WnplimWii20a zLN5M1Y^RmPIY@y=S{aHJnA|}UClSjg&)ckl!*{&@7v%AFH|`IIFOw3FzT}Ckfvq3< z3h7ZyN(Dm#*9iqMpu~KcpbOn{2L<+Qt?jT;awov;LxKDr5Btz2B_=#&6@VB`?)iVj zVEyO!^4I=2dUIJBPP<_~tn8Jm!Tw<`?cTIUm*nX(KgeE-5uwrOAeXC3aX1#(ar9&a zVoV>p_=-$2zGQ?z4t+kjdJDarO|}7&N2LB0=2#Z3&3m4>b974oSbHYE9nZxP=#Z0F0h<{~DYw_(d%)`~;tisO;g%j-UIUU)-U3`&kmUU&d{cgl0{Po!7GSGImX_Do5|UmLD$z;wVfx@x!(3yo~>i zZvo;Z_m~m*#!bXK#E^#n94y-fRYU0T7g3rk&dz7Bud=$vi28r@+W+hhj6oN(OMuNL zCBu;6*fa4-81vjsXixLRr~Z6f+YuCXqlwu6Be(ufE}z0n>h{eK)l4m6fUCNdH9X)r7m@#yCTS5Ggrbi{BllPs$_4Abn>3U*sgj0(a}=)gQ2ewx_eU{ zdB`tYZw(*ZtUFZf`UpY*BdDyaLSeZ~k&3DKmo(WI&G+8?WO+0aWHr&&cmugif3Y@( z3v=yZJ)+b%UOmm(x(jkX-u8op<4v!kzWLrQJ7R85Vs^qN(vj+}3%3sGP+f2gjyQi}+xc`N0hhwJo4#w7S;DB>Fbe=5+h^M9og5 z9r=?lR7zajj8`h1;NovIO9k7R<2aFcQ1ip!=s11+wSw%`fNAK`RwAOa6)_oMxC0iq zb&5cja#p%)grL@Y$!QMo+2U}1Xh5wQd&iM&^f=6pGLjYTCiQtnSM2I4skHze3o#U2 zhin7if}WW|uinb#X#y87gs~(e>EE@tO7uuS8pecL2N)uL0<37P zlK{!n`NwWLr}xhf#szk60T^+6rnU3-T{ffFhku5hZ-JYXZG2G!@eyj1$FJ+-pWC}q z@ESZoTTmn!aZz~__I2V;udC^J+^pHsKnr?7!FSEXe*TANR9xk+)ZU(-+79E5b&2N>myi8+{wy*2`{4Y(iA~`Az4&u~ zaejBr*vO}^6*R6Q0uOKdzJ@y^fV;KC)#XeO{e9)?fz{2&%9|2@d0lwa z^TYZL_{D%-cIMSJ-r&*07%EOpC10iFX-(QZHno$L`{Dc@1KpfcoC%-~l9EU=|@OI^*!{F)&LaH?+XVW{aZWve!SSWW>N~JmEhLKi=jM*X330 zve=icc-EIUA;tM4qvFIT=8Bp+KL+;T|};mdC`qV zFWfL`ZM_|OFmh7tXW)NL=@aaP>Wu7A$6{rjvHMx{^1gc5w5rl(b}@q-cXWq)IM`4o zdn5+PinR5^Zh03YhHZg0X{KFWZ96Oaw&>W@&k9Q3W)T+wdEc=2!}_gTEwzEbHpn%A z8{~LF2sUCOe6^#!1Zv%I_&m*-`N3!i3_bVzw|xzw-8~>$Mya4zkMHa(kp0nV)Pmdg zWf#%r{KNC=A?lxkwmdXGQI)op;&bkP1vid2OoYuVO&j7R<{;@afib|H;S(g(VqCsL zOrFwo=fhmnwKfn{osl-}sT(3ws)m{ufiE@Da zS)qc|Gmjs4eE}3?hH7&X>--hJ)Dvlx3vZije!$mvtv1lZIu%NTLluu|EM73Tp9$a+ z!oA9{Z(2GyDo7?1Uy|u8zof@-uY}Tw&4VsLieAsdVOI&}L$xzB5$x^lNWAA=a3Mgk zA&8HSOG!9pSQl(DqZ$*}UDi2@Fp-R7x9#ul^()a4_yIcKH24EHX3zP|Wg{#m;WnY% z0)!kFqVpq+Cen*9R*=1XWC?-!LX4XKQylxPgzL9buAjW_dcOghKJzw^BgM6|^Jj7k zx2OUID?SCyJ@@FTc<|1ie@bKRPZFfRW!}`uFfI!?F4P<}v(LqoaD0JvPDH^$(;zM; zD$}=Xf(EeHf6T7_b})D)*@KS*@${jYEy-Cs=mYS$IMr^!Lk5&1CMNV}b!-Kytp4)z zx1DO&wtxSVr~N;D`1W=9cl`H06&`lFsF|p9T&Ke3JI#AeOYO4HKb$etrfYdwDecED zpT8_R`X8rk6yxq>=9T4T#V#Mnn9p~Kr3xSkH>@*dkRxHGG%gvbf-S2M7!kc+A%qtc zAm0Czc6g8r|3i!Xf8P7wS(6`=M>GEm50ByzxB{VZ8ErN05J9-0LycKaqAnCX%^OtA z)vP$1;o5B&Jll^>>`z0Dgv#2yMJ z<>}JU{I0nZN478q<5ib~;A?4=myK$3_|wEsfeC=p-}^Iu_7ztAL7_;k&V~b+bPRG$ z%*qL%2&@`RwJvYkLVzUA86r9RYsv3F`FfOXiy#Wr=0P`q>RK}#1b0`5rCi(dox-Za zqje`b0O53?6E6&^$zg<2$Kxnjjz&IdyDlLf(6pfidMnl1#bjF%*(HO64zc<$PwFZc z{50O8Jt(ACQua#Qod=*3TF?C-)V2PPyO{qgpGP?n>0gC7e9xHbWY|07$fRyR)+l)H zinc$4Wrd$`mAFkT{St5RaKl+14%#_0j@q8SV>SKlPey4WouJRhS#89H>;rFrx{30M z8=N#@lzuFhqdLO;43c+<1HuYW`*63Lg=|v#Rg7$lp55uaan`oz#c}B%5^8Oy_1(pE zFFJa9)I9gTxvAl{_MT?=F>`!LS?5TYuL~r$sa%Au;91b#fG(yKramdJS)ud8T|)Ov zEQDy4(vqIjpVpA*yU`FBoxFGSHpz7&hW)Wf@xMKF{T~2!<bU*Lvr|D$8qx zoEFn=(qi_obLkC&%7o7ah9&-72h;>t`pDpptx4w!iZA+vgnkC4^h|%b>;8p1Zuj>c z%T7W#p@p>uL3bS9xIiI$RUNYG^yCOuO|F>?~zR4#kuOW-{uGN?t7B*d_)4=M+NiLwVS zdZV7B4avx7!k$Sbb@d=4>r2w4mbpmKeZi}*$Q~r?=j0Ux39#mSDL)UUySo1zT%Ek- zwW-!E4Mpp`Hq-s_b)}|aeEWt=KE%m(VnYFto zsz@M5lg4<)H1~gn1mQ=(>^F1+d*_=lejTH;Ha9e7xZgv4A@*A3b52zvhZkkbVqF=g z!viH2*k#5y%{>H$FD3dqBHVB`Z#E|2VIy)Y+6DRd!+EoPvqT3*3i$a&s$UNmIWNVw zkBICGBPNDPs;IC6$}N@2Qo7zDM%j#Tdflu~R)cY>5RCB<51Eha{+2a%q{xDb{k*BZ zJqtYRmTgf``Xwro07qrJTNf*&SgtSw!UD8V5@<|p8P9Bljx?yryll{Wbiv1xLa&iY zPw3)a%Oj4Z4(O*8TvgEL53cRO?|A}J&c2TSGboo*Obw8$H-70^QN)gO*)-*;3PBCJ z(NJF8$X+NA(eycco~4MUEl56_?CAHYsg#&6!3 zb{mlVbmA_3YG6BjOr5gH7Y7@G`H1W@J-C+Po>EG#PvvhmX}|T}U_Lf<7D+2mcP4Y4 z1|_iMc*a?K!y#AE3PX4bU9PxI^5!SJ$3HN&f6`d361?%WwjhWrYrbpDYFvk(fAuZm zqs&)`T-+x4R|rxyl@cljGdViGMhOT%QZD>e#3-DQ3tbHQ3TaIufc2hHz)%X36_F8 z!;@`P$G>BU|Kl~2#7x8X3voLot84T$r5YiO1Y#LPWqUi-0Ph1p<;PQXH~5DN`XNP?8je!PelY+{8kRG#q#PR~K{$cZ;CE}JKpFE*@+ zXv*4I*sFeUJ`Dh5Lq#~BElXc-aTBMWjj&}o{Z>am#jbIKF9=T@>NF4Pc;f3XJ;;sa z=c`o%p*{9iAF;4!s~?gk^Q27o+li3s+pg&g1*`o+!TpPnhVmW_9!xQYy_SQ}fYui= z-Dtcf61&!q4NhOw0?SO5Ux zHNQe~%<%(#533v+9adkdAwFIwgrjG-V0QU*D}Gk7!bVn{2&2yzHXW`;ZJV^ClKjQH zCg1DAeAg2zAA>!VXD#ZKtdVZNH3`N4*6h3O6~({gj|+o&#$kvtZoIgoutT*EVl)#c z1QIx4n!yQTfyh5SE+=iE5AWAJ(Tz3}Q6CXFg-|up_!Wpje~)^Tw{P)Wu=S6F2)L#U z*j^ycOq3xnl@cnmsR$Y|Tj%hZpbWU7)y9TJ-CP@zvj52(44obZFD3`ajjNrvwILt9yLOHMe+zle+WuMXk^b zp1FFnY)*&NQj+pK^ZI5De{{)@gpa=avkmmyd;f}!#O9F;YUE%1Dxk2YiRqmS^WTq; z%3RUm|3HFOyxt>~rHeZ0$L2+JmnMYRuaIRZ=(h0RkU&o@fD-AikhK|fZ|l6J(|OFr zb4lu~fmRm;`ZGUGynSRLKaW8wz13kM(0WBVSd2Z~yd1rriUyRzTg1kiwPG!N@=Ws5L;~mRlZ2sfp*GMBPOA87NN6OckC`LyIgAmy+G?I$d~~siqQ&Z5=E#_ z7YIX|{5S7Hpn9n4U~Tsm#THZ<#6Ql&qc1KuzW#wt)yOg)5`<~i1s4} z!MxNYM0GKu3=xpJuB_>N-PZI&qg7-aoIl@u9sMdJ>14{i=;okMwS>>J0Gk1)rXId| zFjM6u?F7zA6(6;gIX}2cQ^oFDay1}CGYLg{o&y-*zYqxgZ%5p0x%k1Zhi?kIfm70LMUaUG=x&o47Ipw7{uCzdOv6!5g1K+pfLo|uTp<8Aw0e_Rg1ilJ{`T+meka1U zeCQ$+e?TeJz$D=+M>SEE83<35@nZuOz8H{;3!0bGxy*DIj;qYBLN|AVG#`;MS5=I8 zeb_MX8!R}`;cMUSD&QC!1ADTMQbE3KYhO{_*k*)FLBC%GkT$5_jwz#!Z5Fy(==r`)(xFK+sQ9?A^#t?q}%NcO4i{+l0-zhR#;Wgfgnf&(|Xr zzL|#XGzCR(MmTI>ZZ&-_c5U*rNq0hBh4_}lr6Sb{Tc?f%BJ91VtvILikR`m3<7S-Q zQtE)+77S@>M5~MmO=y^Ka8l3Uop>iwwpJ;>EU_#&v>m6c*GM z)FAMV&WzAyGp6u4wLJcZ4)%>lT})y+lS~`h&kyRDd7VQE&Hg1x`m=P!ztQ{uc#6cI z?x(*24z?e6RFX(fm3*V8_A1>NoL0@{sjkZ8uU<#29#>y$e4W)F^{J5?2VzQT%%jDS z1Ud&s4aY!lyOmR=UmB+O;!D?;Cl+^Qpe#R|hJ819;Fl zz(b1iB&g?lfEfMU95F_B1u?o5h|vuQClFXGa0WEqcm=fL2OBZGOWQ{gbz$3RcPpME zPN1!L3Z~mV`Vc=pJKxA(#lMz>_z2QkaKt7VD1lRL4N79XH(3*{K6u6UB6}`zN4ezV zEwx73S-0(|9yczQ0sib_?R|~h(TA06rX`FlvnD^vn~jESpAkgg1RA)0ozNq0qv{uk z*>VqWT3(E@$QG_$TThK!^hLA|62t&Q)@gI~v%FMxnDyvrkA%2C?imMqCKXJM)Ie%q zANmSm85VGDFV^v>4)^&o(UCWEaK)!*>`DR^#XKm1xc_a!5V01*LV0lcSRuHjNL+(* z(qNsh#H8ue<@I$Qtwu2Ucnzh>?VP-lc-GPn0GSJjFIp|xY>lN(qxiUWhsJsESXB`~ z-uf+U1JsnNma>s5rc@h;VN!_b4Lp>ij~}mJv*`! zG0J1{E0(dei(8uh3h`XY@V-;JrS$s3fM$Q!h^@ureO8@yd5vOm@NxFRkE|5I%R)jr zMZuc-vgU?yOCZ2p`wU`R6?v}6N-Mw1YFDk}^z(JAW(x%x1rN?uuz##sdFOby_$mhs z=s%%}`cE0-h5dYD{R}Y+Jy)NF>o>gyMRSzS11!dOK4Tq^8(#%EX!WY0pK-=NmW8Z3 z{urJRdz1c9O{q7n+JtfWR1V<7wO`?b1gBihoglAb9(F+uqNVy30EulgN=TOsd|smr zBKzT>f0V0*8(C7W=|M`0V8be#`@=2z925l!l#_kK?-CLzUfa*eoIM z%>ELn!C*c}kQkhT!X4$G24|5?K&20Hc`Iv6A zbQRz!M0*KEs1-_OyIhrb<{K~7z|+eCX6$|mYL0!TnLIc7T|x3YaQvs~)1T}A{Qvhe zBA7GF>7>|G&n(~bgWwEzttuff^MRmoM-7TQ0AET|>a^_)jNmXk6SJ#FmG$th)f(*Q zy>0S}Ho_9UH(Tb{=&HL-O~_^09oc;1s=Xk&;tu;?q&VMN!h6qP<rEbW_K>p`zu! zn1~Su<3825l}xowumJ#8l<&4W(NpLq6wXE}NwXPzOj2hwcnCI^^SIC8ekvve#a z85b^h9Uh@Lz{kLWuE&n&3j4)OuRNh&|_N}d(BhAsLaS|b`W zzD=WdN3{oRdjwnRE?4E+!SE>-n8RO{4OP}YM}a0&vYz!#I%47|o0vE<1Oc%QAr7`o z1$g12*Gk8{d}5O)LItE&&c6120Nf~@7Ir$WUfD_=bm@?F`S%c7(KYz-{+Ipv(FP)I z3)=!-wzQs{p_D{ef7;D~3`te+xxWP=p1<4pHiSMHwT?*I9DqmR=e1v~yMs1j7&*U!`vg?exxjOfv9%TK1tzt!3bK zK$OsJ5{-!rkHkfIAF`7hBd&HYOwGdz-~6M`NGM-=iv; z=$aoO%U=TIPD`k51fI~4pC;+2v8kwD%e#PC)MB%&AgtnvE~uwphv`+gMoy5!n+cfvwn_1m>mNa#n=X>yxlplZZ+-j5RdZA{H*t zkG)MIrp{Vr#K`rmXhq_tcHsHy*Act$q#5&BLW-}GUO024Og4TH>D(ic;mB^IuyKrR z=o&>CV>P|jQD@%F#}rd}vli1jdkJqkN#7DiFmWAw)k$*_FFhg5YT<6C#vb1YCwn3! zNai7=mo&{A85Vh%o8oa%-ziqJ^3O}vuip!-c5LXqF^)ue=Pp2JPTuLtd%O3fQtRQX z?|GLc&5o0lkxq(391|(48b+E}heOeB=xnPAH9G%12fT>V!-u_uCXN0X$;yGtEkfi; zADq&K>JGPT-qiMY=y!8;+4bt^p7(>xS|wKB@&SpqFp5$8GO7*t1ZM6WJ^oeZJy>#0 zfg%4F1iF?ocKf&rzB}sPMq${<1eGKchG^H&pm80EycRVQb_t0VzG6**FneuE47k2IA(@k|I`lMzp?2` zHyOA1Vxy%B+c5#RQ!^TQT+2|Q=Y8aj&1it24#SEnn#_7mrXubb58}CM%(D*O)(Q^m zUWZPTmm737a~}z3{jT07Nmt&JY>%q$=!t1Ni69ecH=%C~=tG#?h&A3VTGn#u(nX72 zovlrX>c}O?feA0Pd zKt#9n27}Q|OZ<^0=}7KEtJcUV$wNwlzK8H;5rkE(mQvc11yOaGw<`l&Q<^Wd1pGFd z*Z8@J!OGB2Q-(+3m9$?W-dB)v{8zXDef+Q|=k&nHmMA}OnF>WuIV)sO9K!fZQiqUu zn)8E2?j;frMCM`rm0IXSDO_Lqic53VMUg_3(T~|%APn(`x?m;!gfzU{koK}r{oC1v zYD;0^)C4M4-Sfn_#wK(az6k+7^F3_!v?6+&XHHek%g6LzGC^d|4(5X>=fRUz401|7 zGUa6F-3LnP^tABTb@Fn(3lf8ln0W_Y7Js}-(w$019eSXTfoRDzRqtli(fK&IOdd`s zh{KbbWMsh0N%QXnOb}G!#&bKAL%j*7Cx^;_3|B>51*2?5pi8)IHGAA;nh({952&RP zr0H)GKt|_25CxF=UVEjy+Ap&u*??~f9~;@oj-Kf4NxhpyY5OcyyqHCcSSi|g5HM&e zD}GVs=w-5B(o33!8iIiTE*1v?tP2QW-vj=8d(VPbB26K0VEe&9z(=WW5w5Sp)@sp# z8El}6BwwVL;Ei#KMa-|8H}>}#P_HL!W5tT#-Ry8tV=klgTL)*rQ#e7iGj6RPWFD9l z*)U0rHfrT@n`WS>=6GtE7J5ocY=5ErP=koRr3hf7!l7G6pt`X0yoR~20`$QI!4WZ= zTRU86Ji}|PuyH$dvVB4&qi#!!@Decs!b;<*5BP*|Y63JONsU$+=a|1Wv3YO|20Z(e zCjkaB2^oVQI$*t5Z{#x?1m{^s+0Hjo$~if9yevG|T73CKhH;))YUS@N9l%V#Q+cgl zKwuDTL60`>&n(xet9oQLqp60H>y6Dy6r42$=wKqolL?9Vb?_XUyLD#~w3l-Lk@K+M zKV0A9F$pRcEZpz)_jVt1DDFHQ4Lx7TrvnowqO)H#yEX2eRE2iUw;*!Nd*j0OF9%4X zN=-U>98#nwdqUK8^nnS{HYUa&|8D=ux7+v%ie>T@C64ljeQ=A=d&mjDuBq|b`DSzY zu&38($qb6vc_8)R*wgo$+0k|=(WP5uCrzklOBAgVt4#&X{5V9deRbLW zB!(~h_}44Pscz^D?JFxrB$uIv3SSr9J>FgGKoV-6b3bG=yGh|1187TL6iv|?HWh>z zys$)^zK1wqBiL_J9+{VDXJ=z|q$=|f#{AK2#r0+PL&foKbbe1G(~ImrB;FU>5M%0? zCI=~DWvh5i!_G)c-~Hnsov7g<==*`R{56m{I)3_N77N#Cul(e8{*4e**WUm8Yz>ok zVTtN3(SGd}p%VUwb4}VXqy}$Dt8N3|$v}njxbK!CWvT<#jhUm07}u*aFcaK`XB(rW zwKCmHE-wX~)9vrm5`GrZ{mJ{gwin?lAw1AyGlX4u+}7>&_P&|Pk^pIWuJDvWM=l{3X?Q5Bu^u>B49qT9QlS0X!*o>^%+r?J?j&?n;ZoCQW$?nvkO!N?HlT-?v4!%O!u6!h68lh9{ zAQZFdlfkD`fWaWq+XBO;3i+s*7C}QrFOT$rjNf~Pkci*^D49^cWsX(u;dS^5De27? zw6pS=7>EzT$gO-%_3tqv-<^*G>6LF?Ly|ZqtyPd(2mm&G4e^HtqUrW$uUd3llg={t zZ~-e>VM9+z(Lc~;hCyjo$5^!8*%K&p^AISKJO+X{;;E5WG&Llx1BFARvOO$WfTHC!%y1%{@c%7Wl&OPq$y*jA(z0<;^^F%vfm3HV z_(CII(U4EKA@W>&<`topJK#Gf4g&5H4_XCsQxG+G76`>K!ZTx})8`HO5t(6wvm@r4 zfIrNO+v2cP?64oo!$0-k1Yv4c=jm}LB}&?H{m+_{*nteEdQ3)e-FikeV@U^pCf0JW zX_ZD33DoAri~X@6ud<81P6+L|2KRVs?#W4l7tSX<4#}q6@_(7tQHrjO2?csdiiw2OUrG%S%}ig#N6meNk`7>aT$xxC-s zl>OGHDyfMFPcQhcM==ybgdsE67>@h_wEi+A;*TboN|_7FT_p zd)2HhD^@;93t_01Q>GQ}$?n@dOSYCe8qUQh>JU1s{%0MG{In8C?|!mbTYp#&-)wbV zHcjoG&H>Q)Ksh67>{zifLB&vChuYXgly54t!?0l)siWgVXtFW&u-B~Jv%2AQc_V%? zm5w2*cY9s@=}ttaG8bhPt)+}?p?!5KQx~*_qAlr z$b0Xwrn0qtm^sdfWt6cXfR|y(1uXj|EYx^r1$2CsINS z5EbbqQUioC5;}z5Q~a%98T8DY_FmuhUFUuOv4n(V@9e$S^W5$EO*hMFoh!wsuV{mR zDHjhmtdH{zg#y|Uo|xpQ8jT~cUvpzrag-k#uZ-9>u+~hw01Z`@pMFE#^6B`QF;fMt zb~LU~xECqXSQTC~y~4cF*)Xqb-V>ky5A3-Ak+FEB94xj+4+F^YIo+fzdQ?WSw1WpM zU>Db;2RFx0{iu5fH`xpbpQKo8?;t}|OT~$qKmn_ULM<7*ZC8*OaXHrysCcxxLgF(j zE}F8ZxgyD4VU9-^^14t{>J*Ga=BpUa*fHNcZ12mA?0|`JAB3ebP?v&Lc^FrR*oW=K zy0fe^6CvOpk}t{AtO-AFe7Lr_!hykJO@xJM_arGe4$g%^ z?I=1ZH>WfJYNhmqNg!$Y!e|>(M=VxgLeY1 zxB~~Ob%y9v#Pn3vO7M(1V23}mF1>{B(hO}n$ZU-@CKm{_1Ou9#(GZExv0x7$?=)-8 z6mEgNMfKEP!6|4b34$+mbw%6IVwsB^#-VL)*&gDZZuB`MU57m+gyZrA`E85(S2@Aj8R zl9AJ1m~puu2$fZds%$;Qqa!hLCU9@hip=@J@}x$tru?OeuF;6v6b=0`Dj&2o0th!~ zqmvK!teo;&0_FIi=qJ&ip-`2!Zue@qn{5UT$o{q`{2$s3K6Bt(|7MmQ+To#f3Y~cN zf#cmn@u6eauRMqh5w3sZkrrz^Bjr0ry<$4Ag8azN0MEdC|44!4J{aTw1f46Q&z{+su53p0ez+7Y=wU}+=r%01*Y1=&j zzv=;_OBxhEN|?XOaVcwPDn=;amzJxxCZ`_?XZ`A>(cx82=X16`z7lQ=I*p z7SD`;tjk~N;W!!3ND-}52=XbgTL^8t_6=tJwboLB zj`xu`$GQ;$8Iq{mC+`zu9SJ393sJA?b@aQrOl9}`>+p`z9MIOoQVfG;P&wLWl}(Z} z{qdsyI`J`m{%}Uudxk8cF*qqz8{^J!5LmtginB9 zaum#rh{(Cz9(gi8P4(RQn)&mSGgk0nF0fhX1CF(JD|uBcJhUL3=p$Y9vp$LaRki() zAW%~kWcu?Rno-tY^@WeL(*YisPq=uqH#L%$GU7#PTv()@Z?T^x-_!{4Z#M}y8rdFP z(`vv*1)A@rbx^G1HkP0_B0$xJTHg)UT7$tGX??@Mh{Smp6wuGcybmq~-EXm1TY!3L z0$?Z2w-%$zcR|bj0P`~pHMBOT2f2Pf=-wENIW_$H2la;HRZRn zZ{kyBBmp%d$C_NB8jC#?dJgs&?pNh_4~1p@8)41sFTU$mx(z`$M7V_6)fmTyllK3}SDE*-l)1N;JZ zh-Fylw=$3>X$k-oC#i?FmB9u6Bmn-}>RBhnnx-wHJtd~SkO_;S>O|@XCM}Ld+GP-< zh$#oCF!z3lphfk*dxn;5)zaq}k4a0#b>~FO*fvJs)vBmMK`c}oFCP=3HO@F2XJ?!P zOCmwYqw6Y4fd>Bi$spz-9>VienbCNYzSdMckBSmF#}!d=rT-6 zg3R=@2cXEuy91(T)X^2z@+x9ju`EWJ9ex3K7kLOct=Xlf&uM-?NZY8AekOM>G*bm7W*`ErmdsVx^|Ez z046OAPH5rxcko)TiP0|}fCzw4e;0v`UZiawqnueE?HRT4PZbON9SBs%w=yzl9(FaY ztounFZ&c;ul5M}X#prbGU+-nG*|?z-33U+wE3L%8*Op!osAfiW!z4bou`be=~~3w>~gAY!N^kfx2HnYnde@8m@- zrz5oWbDS!X759E;t6rd~$<$Nf@OO8ewYO3H|Nx9;SoW9UF)B8c#`D$#=JiJ%~<71G{@K+a9*yk@vez zz1$y6%wA789&@Rbce+{XuLUA?6$H6j=Q&Rl2+kqS$NuUmJDCK4P~HX=!D$dC#0aHI zAB(Ijj?lO1_Rfnn-6k&lONeh%I|d@}e&ScRFy~!>lYOFWuxoYYHvFl`Wvqlde(8jA>buwwXOp;t8k(ONf;%@YQC8T? zav;IS%X+=$JGuByjmOC`20I;;d!m;#6qGOM&-&s%6?*M4Z`ari)^?`1*{*g`vSlVNzefP@PxYW2PQ$tWsuTYuV()w zL|X8THtUcJnEvIi`+=zhRj1Pg_n-;Ix92*Vn>j;&b6H_+A9n`dNF;jutdP~+#en`- zE6Z8vWY_rDKIWC$rR{5u^a~4{y9MA{q-rU0{fUb*O{G@k+FS4xef0JuHR~keLkj^g z^iy!xNB>Q>U%%tDi!E~xgLubn!q%Cm!}=4iCMV`Ly9rj1@!e!@&zKeCkruHK=H+zp zX7#VBU+&`Zw=o|8o;Xe6VK=+RwUFjCOkt;4+0ikPKm%_pTf%-4DsI3u3 zTh(ispvK+}6#Et5(A27O$HBT9^s$6a>b^eB-OJVTFrNzGrJs+W)>!C|1yNKWcv~9# z2yZAM2=vaBW|p3!86wan1FAho;97d70x?r8Lzgqi&_`N90X(%}qjmF70;U1aA9o-y z45NxJ5=Dxf1I2JC<>Du`muwj20Qp5(wDaH;OIwbPf%jO9^eGS|H8mro1mJj!JPRFD zZGjq%GMGV55cLrmHwA)Aj_Sjs$OhFuQcigQ!&0Vt+YLoLovy05Y4p?{;r3`wXN#{b?<3oeiV4yn){ljO`dZD|y(|c7s2|SFN-SsZ}h^JCh z=`)#Z8#^)V;Do{ULAN*g1qdm-1x>Xoi(%NLP9}LZ>)QN&g0N~}nWd(RBBih}U{&>w z)fwNbtBrs0^fX^Cg$9?3zm(_H-7gG%5Rz(>h z&8Ofi?F?{Br3}t$NGq5|VS9=p5MM~7v$h~&o~nW#B9L3Aw*b%4 z^_OC+j_;h%XXfG5!00iW3upqBhjMV+@3+gh%ZReZ^*2q)AlQy}T8-L?$@t6){^YhI z(JrN|<)4T#6_#r547; zcteWry*;sOs6W~Kr?&bV z06!n6D`sDJtR5pa9&(rwJ0J%PV( zP;}zVbyc*=jxkgm2u5y-C!XeDJ8Ze_52hn2UPNx-MnSO~Ym1n_zxE#K%OI7?+ykg* zPauwn_Q8-A>5PLqnAq2@2sYvy9NvsR%R!2t>J92>22fr$S@%Vk+w@tN>!#&z%)1eF z-OoXl1MJJUEL9K9nUc zNScCHLRJW$qoxrlt;-#->t&ehfe!N0?Ajs#E^^JO-p-YKz$qxlErVrt{EGhGNSCtR zCsv%U>jS{=ZW4HhJBG5gk)t#Isr^LvNAdLV)@Od9@kQf0WWr1_Gvr=fauwqbiqpNky5^I8^QIR&&r5N1i&fH0c6GjR`cn}BcOcF^zxhS3>WvYf)Z z;_=3DxwDMs#2QVrS05HSLf;2%fSaKXNprL7qQ8{`GY05NK(tmvE;l_)O0nw-$qadt zX3aZ+#b5LS?dAc{>Y%ACV54cjRV0IvBV~}1Z zvY1;|GQ|&me=&)!i(bsFa=|zlNti92c2n@vN%+8YT`+alV*Fn70dn*`1k9`l)9=uUnJLkR{XWS~0Cxy|v;raneWOJ(Ks zcuMu*oEc+dU&c!EIf2Q{Pc%7yQ6<-_W1IY^)bd zy!j`dX%?=p_TgL?fX#rqe`=BhhD6KWGX%dqxLqH7zrJnayZDPjG9Ch`GA{R)^EY7 z+iS^;eD|V5w@k_xpHsWpDW&65T{#Y*8-WjBVVDM1;Tsx!POQWAHw)eO zx%h&OT=PqUz+W*t|J{%0%V_2DKPeZ^m^zg}uith#-A(MC###t7=@*VAgzuWt`(!!k zxg|sX`G}A56_E(-%W;T7$WBp2Aw9IODx}yyV#mK<*0bIIKjkhcL#ucV zTHYm8S=e^djw$hjSt5liLDE`U7-ZlH|`%+y~Z;QL0Plhxe`)#D-@yTDTSR(Dv z_H#jx3PqTER1ZBmz{_@(&&cG=_H(a(4xRXgixq6Z|F(RC)o^7D=qu!!DWVHwKwh!Y zu3UWQ_;l_KkS89E`X*02QN!N(ROdO#q&vh_DH|OX%nartSUR zwOkIeLT=n+IAQ-u%D`mbAgGgm`@?vetxUZ*tbc{A$HmH_bWt>x(@i_z?}B+-TcZ(X z-kQR_qo5$U8F5hCorucom7y@CBeABuEK}G1?vOMe$GVmsXhIv&SiRHl2TilJ>3IUG z&SLviZ1$6)1=Szeo{+6C69d9GfN(SGCGr4~-e_JtejhWc;Gd?FN|T1fMW) za^OHVN`!g&`=J`JcZ>V%u}hg*ydk*T?-PmP*f`{4+%T&M%>}-(t83XoN-d2RY4Ofg z&Sp#m>pbwv4W=^r;;R(W--nEV*jdrNgJW1@QW=z}=U@IAa`ita9k=KfZGG07vOKmc zC;{D1hM-Uc(WaJtf;t71ibD}i8DDqr2%+an0Z_vE| zfmdfCr%;ypAuI*c{U1%{DR%Py9ie9AxEtp%j)xd9z|u*3{n1<;X~A}5e6S@UXXkWr z-{k?5Gs7g?3bAR}65#_Aurp2(ayWwXJLc~ydf+dH&%>x#@cB}1Bb0`)5YIH~?DQ-- zXohg!(1b5dyU?w~tfWmDpcLLt%XJ7nTyL2j+;U_i)-|$co&G4R4Gi}9R0n(~)KpAC zqD{kvhFT)C!hjKmvNK$0_mO;EpUsVxbP21i2 zVqK-Qv~~6?X!Lq~Dab^+ghg)5Is)itKSD#F|3SHO!i_bx-If)WYQ=HzJGSm|J6UYL$N2h zdhMTTJk0m-QZ4txJN!%Av1M66U*208>5^u6oMM?C&5r22af>eVZo5cT4^QNK{FB}@ zy8_PktI1xv1?%8=FFrU(@8Edt7rZwtQ4`(|fEeF{X3@592bpeEK1eaw^}?kpPFv;P zDgCKXMfsc)@0~ki+d3Bgjg!_~eg{ux!Dm`l{#@!i_LieCW`;wgbpO~et0NB!Kx8iCgfW0t=%tB2Kru2#3P%UVugjd(?l8`mb@zrV#pcw|BU+3pwTj~*1| zk@G=c^{zwBK<66ZBN>)Ja9yn*35E z>M)y-SK`TyX%Q?ez+lbwcU7fdI-KD9)&f_g@jqGktTwatJrj$2F(2c<`)OJz>6R1vPUdHSqgFEWc|57bDY zZrkXh-Gb_{07vA8sM~A?@v@eN4P)epXL8Lkiwk4tUh`~d>!?;b6&#PrA90TW<VXI>wW)yi*(B49|;1AP%LLyXmjAf0D{@AQz z2~UOztqvd~QSVzEgCL9e2I92yv+XpB*rG9eJ^x0lKy{nO?w`wOH;Gt-OiDX3v(m(SlI`3j26X_ejIj}0;ggYK;%=6 zy>E(|D#qFyf8@Ajs{-o}oT^{8J_PkVK&p1ar-JE5=|~W2K1MGqUX(ZvC}xx$7%^aS zjiLO9w^axnpXlKfHCLOSPX9AwqM@Uzv=~Obv-M969F|`)Oy@slnCgg0QhDx^$S~l^ z{?(eeJ~pefG$b%+|%!y%tV9%@Tt~wx7RiMI1O> zY!Dz79tvrLF}2zDE2u)~)mbuiaW!i@eU?nf*9U`zU|_HilN9}+hMyCcLIIaf*g@{` zRFsES3i(=jyh>z^JyE=)Y;keHnm8LhGh(Y16er@6AwNr(L(S2(gP1o)vQ}61MD7?w z)ksrzwLHr^aSkmXy{a*+W8SSu{ z*v=;a(xNzU@g(Fz> zIHaLEHKcUvcCU4J-oGIF&XrSkSiC3oQT2^>cU+NHLYdHhTX*yyen2zlCFUP-Mx4~R z{&(~fx|K0_;~VcPC(2g_z;`>(rg6wKNKaC>HHGPX*_$i29$}(!13L^e4 zQ#{`^j;-HUE$N9L-k@|9-boTFkjiri2yW(SvHs=%KEWk1?T*b! zya(Gn-Km8k!TiKZ>8>CutrOvq{$l|Hqxm^17E(!x-fj-zq2dCtndnChsd8Z=bec@` zrw}B0ln_!ztyg?S6{?Np)R%*n#d`xS0}ATSE*VKt+U45mwNnO}dutEG+BjC80cstQ zkD_TI14+L-i(a)gqTn{Yn`_BheN*DBv!?lLaXu&QMx(Nd%4Na>3XEGDOFJ-#VeEe>`nFBJT!prpoGhp+53>MB>rMqd2!T~goA3!}smqa8ld%CH=h zE!b8P_zgk*2zq5Cm~K|BxV0Q!KFY1f*ESZesis=L{PN$gdDUcP;dN0?%O99dZ!Lul zzbSx&w|pA3K4XN{F#|Ns1ytc}&xAtRsOREJ;6s-u!PdHnzx3Y?Y5ivzPXC@jTWApI zuE*%5k_!?|IUVA8 z)%4JCw9wk8NT5P-^*^lG9Pv@Kq^%NKtsXtkz}BA!L6oAE@p-_(>uSat@Np+;c(vwN ze<6+z0w$z%MYf~EK!cI40`;dH(`sX zAtC`JO&p3drlD+F!6-5PB4^S|SX(9|(c^6u83}5Kh)R?G`1Kk`y_)3f!?UHKk4udL z+yvv3K=opi52_daQQ%YM6=>aZWM&YQv8?sHld2_g`z-dU zC{{RD0#G|reGNu$G+=e~I%$nFCcz=F-ep!ntOt;5RwIBqyJ4wbHMqbDc5Mb5mzRp# z|B|@TcEb`tZ>xFzo-s{8(Fg#l9aBMWD=8|DsU3)m_1YQj(GH$!Rn@3388|U%gZGmt zwv8W{E-rY)0vf}hr$yE$+`Au?X#Blg9$n7&Ro&P6{SN z9y%4xKD{;^NHLpf`(oL=s~n0|SbPh-8`L{p^BD(2OgYD!0o$}LH%qz^oksOQQy#5H zPvlyar&qZ~jlrDrZILS6|H z>6HOjfffFir{`2|v0q)0FBh@AaCfZnxx;8ScFi-+O2yufL$G51vD3k4)9GNta5{X| zoS-}1iMC**(2*5e5S;-g3QgR+kiy&JfbdgP`ebyr^a8-G>55AXusAf;&XEq|aTUnS z96o^}Z&itdKsm=6^@ZR6_Z6KQc#%+B-Y?w|+tx{A?P2tTSJMv9e4~@p(tAr$ldJux zyYYIHW+YoE9rwdskgN3z8+?w1wnH1frUL)0SI-R0LDLGZMuV+VlDuBtMEVir7@Dhi zD`*Pmru$-E{NB02+4;$}Yf~HKpiL>n@Sa`|7P6^vH%g{RQlJ!*v4hRmk6Z-R3UFiG z%yh(cU%L{pE^XgVT}p=+!9V3MWZWBpy9r&O+|XLRvn)P|^&~B40z`VL3Xsp>I@7A| znmb}5hSy~ksJ+KM5LU#Qa&b256?MKdGD^S{jjlF zCcGEE1a1{>@GCTE;MTv2n+Fa_#+9HK`qF9qDRTEd!`aD9u zBl!A27{~gaxNEA_XUrf%Eq#velymb?t!IZoyJI?@WWe7I|4d}2*Yh@6wuf3&3yzBq zt}|DIK0xdy>K2d@;nrqBSXYtNt%YflK~IfqZE4EW5POlGYAQCgXXf)z_CZ&#rOdOZ zZAx;FFUcN^Ydm<}%NF?0xEX(#HZ;2i``Lrz2jx^H6sL5xw6wY-$#g!Rz6|Syx@ndj z{#?PN2B1Mp75T$8A*)x(6WK(OJX|vaj_nOv@~0f__;~g-WpUO{f`H)zS^(&aVQXWI z5B9oQDSAv!DmJaL0UM>=e&6M@hRqZ*hT3cCpphix#2qJ0N91tRdK?`6omq>HC*M`8 zt7TTS%W^$N+mb*nSh3|lLQN4(%cRm?(3*~LKd7}tEgb$doB*GjN|C2n4@bhx89iAO ziHQYifd=sxwKO?sSOiR;{0Xh9aJ=QbW=yC#doPUotdHBFm+{MK4S=sGXIs#TBnfhlUV(H6U~hlehc3|^fTMB`lg z*Xphyb@hdVWg8!ue%tc=tc|_6+}??RA5!yVe&TC>bvfej4Ut(C_9#3mbL)GLZ!OQX z>e+dd{j|c4*qfHDInRLQ@kevXNRdi+zjJqkUv9toe81f}&gk}R+Z|9{_=^ur-BN=e zm=toX2>$M0R-gZ6>Y?xc!SVcaWzlAo!{3o6+J7Ihv_(9is~9$lK6okZFjmaV7k$@p zrSTHVqb0u3k&Inoy1dlood3(mdTM(8a{ zIQIq-9CxEsu?|Rf8NRv#2`(g1FfsCrURZ7B7iGce`_U-dZY+sr3o1BFz^)L)dW|eqG(ubGycN1g- z?gp>Mh~6mo%aki|cUd2RCSH=A!oNAsO_Sxo7#+~;n}(*Bz{6Bi$q;mw!q$I-lc#{r zJ*)ODSoR`63O=(NT|H<<0(r%ruRtt+qe&6a;$uV3WSnd0l9n3vKmwT|GzX_e6r*!1 zt4;Z8zL1>+{;Ww@Z>9Q7Ia1osuo ziDL_^*0s`k-5hTWjGJ!7D~b(*noGCRH#STYr!{8De|FtXzwad|DN#PlnFQ4Q5{M{X zNEdd33qdoEu@D=0ase9CUkvyY)3kXCi-kk%?NhE+CJBPiufH!l>O*trq6dMHSlsXM zuF@+)vr^;(jWv!fvlf#}#wa*_8_iP6(SM@&z)ksU*zbXkoOR9#rH#qI3VJQl6KzV(UvwTLo@@3PJsz8+(Qo6)w<|b|)$gE=VGK~GnCTbF zDMdaOj$5B$POGrc+3)99aQ4d#Rlz4|0QWX^MV0~y6L80h`n$V#tRUc4g~}@+HzV?V z%}!Wb#v2ux{+*+UJfp3H5&kXDyb%0)C%nJ|-M1cZ0{H>^XT=n_u)pNGcZr+w-SZ#O z6m_=h-lB^0&GAF+cP%PVTDfW?U%DuD$5SYN)0*yld%T(do+Bb_duNnM5>&Bv9SK%K zOj|}{Ud!aA_(ag91~~&akk}@|QP01~BT&pf8{Kv~#O#@x@R^*0WE|FePH|Kl7TT(Mc`&~62_r$t1!^wl2iIKVHTA|k669Jc#!|Rr9*Orm1wF?qK z2q(S1UNqQx{UNrz>>yC>x5K-zcJmg8OyhiG4dgowgJ`<6AB<_m^eB4a`y8tyUieu1 zRiGE{bUM~^FjGNR)wih&J`zOTy>T5PqL#?u!vg9oGn}3QD&19S=drbd39<%j!%Sla z-?@@n`!H==%m=2tjn)<13S5`at5n)Noz@-iTSo^)e;Tx@KUP{9qX8ioZRZwNQZ-U zixE*TH7(>*P*y$7Y^uzLt8hYr1t=A{nIK=BFw1YuF&mt6Y{Xpm(}{cO1$LT`RhPjd z?Vere&{)&83VOJnz$h)rd#NA zQsMY?l!LD-BON9^FQvtKj4qe@fyomWr=Zc_Pp*h_z8CC+bn{_^c`l>X&gdvTJ6CC9 z3Rb31%BBF_-a?ew!hK?~3ogZE9V9A*j|^!!=_#Qfhg{c$x{{qHF(U&A3NpnlKu|fW zuPaHdYgef`J^cey#r25^r{O(VNz>RdR!6^({NwvITuiS6Lk4V zBy#aTtZ;TRz$CF=Dj)!k={)+tbZZKt9m2%p_IaG1WVg*_zg&0sWy#M$*PL~H9>a%K z-a*q`;F3!0DmMm4@?15NW~Wa39uXz)o7ro%Y|k3U8?98KYjDxi^oRa}_2=pwjYobD zXsG)6_r-S|ox^m_wP&8z?*oqai%YxQ$bSFJC@t*ej_vj%oStVa+r|CnGslaho(46r zInU!qW?K3ijEPxY6p+`9ghQ;>vv-J zx-qh%N6A#z_l+^>)}(S&bF_l*=@qRPC*Lxix%OSiFQa8D))FP5>bDYo1%7Op=YDx_ z&n`~|>*^}S))!CfUy8c2GB-a8s)+YVaV!%F%5{=;Zd5}lJ^7)`x<4@P1MB zsy(3s$w-tuW6G_eEl{JwXf6QoQy$6ny+;z%4DILav}lkpW-XBQ1u1%t z$y-a`|4sk?H=wkC0VhK6mVT5NjeN2zeHBoKIBI|)7ZZiK_b`IVYCvrNQm(01JG`JA zJqYlsPZWM$5wZf`7=}k>!`3ZLc9u*( z>9mSgd(06K^;%cCVWen6HDPdD%4s=wZQkRpB6IYEeq8~BB5ED)*2pSVC8JY1R&WxX zKrc&MWR+K5DLT8doRKp_jT(wEaXxKjn!DF5?8wt33CEXU?jy@5RdlTm=$@Wd_T1%# z-R;4`B%>J7ZZ|XyrfchCDP8w1#Qd#VohDynQyp~)RBzCP{>n&vDg6yj5O$Uq+Zr3>K46Xk3cJHZ;*|Ci{Xzo@Sbp+EQ2V$I2S?4({j5Kt>^kyc z$K~Vf2QsTgdU^L*6S0+!dJ1sA7iqi|14)*0V0(1~>K2-+^${7UQN1l+;xaWWTz_ns zd08Uo{PCspQ}P;t$r_%+8@`osW`0+j%T&i8CJ*Zse9o2cxs8LdoTe$~)r8Fyq_hI3 z9Mx69)(>_@4*Zb@F~U9c9YD$lSoUt>w6;crNl>5TjH;~z8$K8 zNFsb4^!}?X_onRk?{iPZwg6b2*U~rGDK}h>0PT;{C%Y?NyV>z31rbaSDz=#=0gm0G zj^eU8oF=O^LB%5a-TNFJ&RNaI4@_CM37OaP2g%;}@K$BURHOzvz$;T>pi2Q|KUP39 zuIStpA~hN-0Tl2B&=(vkiK6Esr@m>8$_Zy*5xpO6(7a0sPSN^24F`^aPXy6r0h*Q6 zqn-x`K@;y13qCOY@#r5<1x7UHE`ilk#RJLNgwDBP*H7;rN-_Q%OX}5P;0?wV@^wO_ zPR4k~E(ODgS#ra%o&siPN7Q0h0!0KsXtv+C6`Z$}5HMh!Ebv@h&Vd0BTJeUCe!f){ zfxT+qrCzhJY)Ucgw!cK z^cYYQqG)dLeE0-z6YK#g7TV->u0g$|!9{_Kt1Ml~S;lG$H8Opx6dcV>uIl3ej@E1G z5pT;C_&a@lxi25U!whVrUUTheCp!EGDW(&s#- zdqVt5tl?ALVz3U@88*_fX~63kKWh3f}b6O`fH32PMy}kv$LMzy=(oJK8D`)GrR;T|;*_p_o9yOzRh1bj29{->XkZoL{k14*^C z{#NOoR^Xsoc;^Gt;IYz|9Vy$1lTJpNK=&{E{X0;be+L>4LN;<^2ikJZhx$yHh4u(^ zL`%8^Uo&WdsU4c?5}|#sZGA*7&yz*nrJ&fv(yZQie~4NuSzE_1GclB2cs$^)ay^D- z;SQsowB7CMWl9`fn8!lhro#v-yue{{0c1;R7kEM$7t;Egx%0A^ z1CQT@_lm{-w3ExQbmXyf`OS7tql)ApyAIpLcJW5+dev{%w_Rg@Ze-QwB@Ojs6l$%MS;&Wfdt5>G=Y+sYKtV)(A=wk8zf_=5y9h%$Ohy_8uaOM2@^~AUV5lqgjmX z5ubhyv|YhN@O5UeUK%JZh~NKWVdv)g6ATfdL@im5f*RYwfTvtz(Bhn6%4XUB(MPqR z?I-L=jx=ZPS+T`85=x?wqFTP%g^>*6W zqVfY9=vH&ux2&43cGgZ6VcDl?J5Llg1$`EN(XO?NWUSTN%xcq!bIPGsd{V(Ly4eEEM6>w6K!kL6Ut%$8

vf=!7wheE|Q|C3f5cmp;YYuX*vz0}y&vx4e=a;bWDude4f)N>nk=N{YzV zbv_c}#=upT)RJm#Do>H?y5U*{vwc5PEStR`(y(%#qHrNcmKjk#^4fM_;vH5aRd zq438o&h{40SPNWk6i`uIUYB87yu!E+6)dFTuhu3vZ1;;#rtB>3~ z6zOjBe0q77tlN%AZJRc|nW7=tH)s>?4FJd5A&4MKZ8kfb@PMB6k&x4I8r#r+qh9Jw z3@p@moH$eaEQ4LKK6(x;PG{j8L-23~Q+f&b!mjG&L>S3N5xK=s7OH2FXWvI2Uf(%2 zBj~E@A0rZfN<%U6UY5{19qmrAGmq?BcVEC3U}0k^X5IBGrPfI``19e81omo&j>loH z@wEn0!4CH7TJC>1Ytyou|K3d7j^-!~OS|V*m`FNuIx&xbo+TK_Z0|BAt~b@#*-vQx zUBE?$l$gp2tT2Ev04*V766zU1%y{6%;MM-d+yl$9;dr9(e$N=mF`#jLsI-)B7ZN0S zVNnPO^bTGR`@B4{exrJ0B!$ceQ6u0!jNS%-B4CDxEU*=E{$X^`o~-_&{M4T646Ium z7!kg>NsOj<^fu#rs6nC5U`Z{3!f$sy z8eD%`KSHvrak-aSsRZCKr*=Qzj`wK3v!$2K8{3i>;Jq|Kc4Ymnk`_hFE5AA9EnQ~_ zK8=@C>s>|?tfOix_<0{F6dN_OqG)LV_=6a9D_|>^z#79KVXuRPG;vV290I%S4fF7u z=winSHbf!)4BdCWOf2xfcr!RXWSds%{XFnO?Hoxu1Fd=Af|bIC!=sq8wL%+hK|GI z;ABCiQdTEjIQ3z|CatMhie{K!Fw+>3{9ax;9dhZIvsjC#fZ|D)x+feL1!q%{4h3=U-Oi({u8h+KYH90Npl3r+~(otypa|}QMKY5YwOuiw;2x?VUZ=6UhQTsg+GhGNT(&Yt&1Q><% z$@-eNbr`~(sSDC)%`#N8y78@mA7-ZR1_ELUVAPKAS&=RTM(vfcksklyeN(f#%k_p9 znq^V~3N>c|si|{3VG9Ge{qEq?Lh0QRMde-hrp()qBt}o{d!nd#;rxW5R<2?1B=^a# zT&vvMr4Q1AtX|e}sr~#EB&X@3-U0ww$`Z9aAVTB!E$xT@K?A#;vydr@Tb1ck^|EX) zdJV4izeHa-{v5F-Xb#R&Ta^EQ1Z7WuRn{hf((3tk&=MNvLF2~)Sm?iS*wWmp8MA`L z;p!Uv&yLO@1GqdHZ0+wTp`m2P< z#&RUMQpADufT;sF)rF*e-)=5Md>Lv(n5ADL6l?bIVLFb;jH894WUBcbj$gg=w=?j4 z2Ew&(gZAA#>8QLnT*|eTNAaaH`>mF&D%XI(3TIS`Lo|-+ssu209nfK(KLIuzQUiQr zqZkMV>NRx2juS)1%~i605AmC#E4@&fm%39@%vPqFgDDJEIv5)FOYmWr-6f-^Pm9GT zX0MICjb>eaJXTcLRXFu*z}-4n;a*@fWev~7886g~fz}p+=#`BA!a)OUm$hNg@-jfh zlS1+$4hbUsx(Cjcp6gXv-GijdfD?z#f@qxKt@pPU(*)_SURNgaBUCp579D~sv=pz~ zi+e3{aTko!Q{5=h_w_vDDXPl(5MkfVoc2Eb9e)!axB=s-bj09FCkD#HVw{y;_Nq(| zB$foQ)e@xQv3JwdldAsKFZOe|$dBHa15h)+5hx{716VhQM}CFg>@^ni;Qsq#SNpuX z{kQ-9FBIWhb&=-ZI9JGUBDlPdy;yy$&m=P`FD(tg-4zOWz95Mr+y)K;RM!4NapWh2u)5fve&?X}Z)cxPg|^ z7{&^k8a3w;H86oX(au2Jynx-{Rm`zykr21nq@MNIB z0vKsB(0Ib>D6n|501>8v5StQi)KNyluvSDp2*?Z#>5U(lp850udkIi;5`mgi!ubPJ z6(}QKo*cATlswz#dVg9SjWHKoTB#h)6dNEO#&?C$@NeShZ&$9`szAYEH8V+Vfp<8w z)1^9EUD7-wIcI4C6MMxLy~0Ms-z9DLZ3CfW67_g`N>+iTb(0#^>tH|f73x;oXeqsI zu)wx)7}yP@W>$03hXktnLp!G(hF*4BxVP#G^)2+9(r+-#m)brw6@s?QdsNZ%2c|1M z1@Hy@c|3`HN$$tDR~X0k9HI!;Wb;mz-aDJXo1QNFwjD>Ji`1@jOj_ZB<}wfUG6&n` zd!{+}&5w|ZyUIKd$Wv@l^w0v6!QWdP!ECMG3bPYMJrRez6@+fQMbR9+U=5{2+qE@h z?K;9TeFA2J3lV`k_c<1DJy^~@C(czMKv9E!htb?JB_zCQVW4Nu_|05uZC5pz{$7A-SpnCYuxW+7C?fo^KZl4g39}#5b(G&gvfj`TFb78G5sRVz7`mvfH7 z$DO)lUa#X|sp!V~_Y>L_zs=vQbPv%l?`Lt3GOQKy1Tgw;)W+msQ)j>dy8Il&xqCp@ zam^iH5`n~64~*oEjIp0z22^nY9MmrD)LH2U`W~!fywvap!7^*7Qn;*|ttsCr)0dxz zwtl71zGdMCjQt>o4fM$%X{)vvV+$nUJ2oe4CU7()>zgH0fXFPF!|8|usG3Suzhq|o zYiV!WzRCen^%|T%T?)cTfF%s+f^o~!<-yx(u>mU$XzoA+h>w9{(rwUeh^)pN0_n$I zpp)^|puYl20uoH%xMEGU8-&!?wx6NBU(T4iJT85~ws4G-hNoAE zQ6xXt););S6%(P|I@0L6gzL6&0?VqU%O5{|XwBAQH)vLSn1Z6YaouoX0im0ZH1wf# z+p6_0Q1Ua=WB~LAr&k=E8;q5~VMwx69KGUFrXpT5K|bxwyO9&QY4o24H-PY`4o(Y) z%{>8M01$>=0DXH_Xgt45L8Ngcmw;um?N0JJiVZ{tMS)=`eIIfIe5;JK7!0q;dmfG| znmdH0DVTLq)PHn!2wiESg2q!D9BvkFE(mHT&@Y1CrE6)b-M7G0LSN!$!@MHbwNRQd zP1Ond;|ZN6b48>4RGHRervR?(*z267{=_Rlkf(=_0+Ut54 zbSC|%4bz}0Esl4UBUe~7iHAFMa4Y;Y8E6xh&x22pJ}_}I-nz0)w#n05t=dgUkHSWe zhtGqP4C}@%fr~#7ycf*~Ww()HGZ-AIU|tzqNW$Z(+ZgXc2maL5!A%t^s>sLQQx|P~ z3b`yopU5toKq>bh5kYnAW8Ak|bg%$#0Mw%nqPhJ)_TD@Y%DwL&AE}f=+4m8$7G)2a zB!ncptd+`^ExRz4q+|&p>)7`t*+NWY&%Wlc0YQ#O|0DT;S(dn<i=2D=sJ5ZYmOg{A!Zsf~dQ1hlUUnWE5nUNI1IBes_^%?fm zQzo*?dIVS&=(hyqr<<^DpM6*j*SuUCT)i>WYCuukRRjqnDF>)Z3I4hJ6#Cje!fr`a zZd2hTk9^JspgB_#RM0(7N`ygAPE_#+D6OSYlnFZt`Myb$X8N;&EaDD72Pl8cjq?ez zgaQ6LT|hQXy-e$h!-_-+T8>=$8I%7Hf{a=K$A9~7-$$(bMPMNKnvUnE?y28JD6zD) zVLf)J`d_HPpbW;h1BvsMKi<{M z^0(ivcy_$QHz`5s*4@sPXTgWKQnP6uUs``lVi%!P-g!d2Vmrkv%G>PdWtZgw>(z`_0bKDoBV0=4_3Zv?>Sl9AuyFQZUB6G14-k?76*(EYl zs8%SoqgI48(o(NLk6rqEqowt6p{RUg(YW&Wc@zv3!P-C zB^7DZ?Dda^NM*%oyN*)SvYW$)y{%eJr)HaN3{AToox*80d)L@oe)giH z)-*FP(ObU7@uq2++K<9`6ns2{x^M3@?#?9A2Hh0o|1K} z`$za}Ae=>u5r~_wX&C93oY2dak;ToK))6;vB>yod<6?yR8Ma#-1p+Nee_CHhcUOY? z%%ayPa$(s60C*UqasZL_x$@B9i&5%Yi9~hg{y>?MozS}PY!ZebW$<~BV4ekAX*t;E z`nqKZmE$IH$A}t;9{H3c6KKym5iepVUHok^_t|;9BN6KCRE6Fk!K1*`@3rO6e09Li zfCC9$BLUl*f%(T_NISyImXwm2lNsss4+Yo0g>qXB8k_Um&oS}AI6Ez*-R!J(!*P9 z1j_pt#f)jO5jMU8WHEeg3P|!%H2>VSE~OE_O)3lI5Oj;S1HL=EppsfPuC*;8cSRh@ z4;AVk-OGsZxW)C#?ilOprM%0!0U860*Ggvk4Q48B4a)<%7EL3$0g94+q5l4e|w{mOP6$mLkf?+rQYni{sDX@-vmSAv~2 z>2irkd4q?%>fIuly(lYJv!q2N)}0lYB&&h6(e}XdzBQbG30@K?mhG)zBbe*E?b)y* ze8vT&fdty>xz2QKQ znr(+J0?p$q+R(a@auPLRBz{)*^%-YwfChI_5VAYouV6laAp)o!nbESa>Az-L;;WA! z*=o__{qEbljw3!h>fJ~yWoUJia*3AKYdUT08p1r=cH2N@I4XSyXex75~(qR6^?FcyxV zAW>k>0$}8~|33m?~-!HXOm-mS`dbjsp|%18(jc0 z9r*pFq$9D?tN#2l2IY`et9i!&gpk zW$2^)L6Z@SUhuYsuOpMRE%9Y-8?FJzteqxv^A1AgZ`mmgGgQMYs<#1!JePv}ZeXOJ z#hHJC@G;V6pwHMex7&5X%NeS7+~UWexH`ahA28a6eK|W4V|Q~m;GJFoGYlX81~60u%lfE=`&Rt63<2D@ zvSe$HoH%qy1LG#Mj{=McCwS@?94L!rMyvvO4>sI2zfKbeAz&M$FPoLNMJ_%CL;bDc zA-^|Vvopm3TM4T2`MU9}9k*onu%Fx(KC|P4zwHeF21nK+vdR1U^JMJ1C)1kE5TL&e zaR}Hl&|LM42*)ebyyxp0y-vNbwAxAR*Z-r2(7!Xh?t8bPpF)re&d%`X zJDI;8gC+h8-~wp8-vG(qbMp(>1Q3013~;S!Te~b8f>OAfPz;bp^IXW?utKF2>Th7; z{J3!EeSi1m`5C%s*?p%vPw7KHC4=SN#)KE904Yato(0XFsrVVzI)3IqE2TKu@#&QPYDn|Od%b&u>U`Al|og@&(z7$y%2QZOOh07(OGX^xFG*d*xz`a?P(HOSQ@O4C;N zwYA`q{voJX#V|Nr>|ist-PWl3sIFHZync`cuZ?w&tFoK46j(7PGcA?@U`UeO>kseaFu zxs}`a#zW!j$&w{Kp%K>OAMT%uLuE*tED38XV4mq@2rCtHlHcW)X6YNX29EHdh~oK; zF5!+DZM5hhbAWx}%nMEaVI_(WBVx~{*xOoL<~7(ic@D?8hcL8Q`*^NohJE&BPrn%t zoY^_zLE#II@6vqzFFVHn(d9~CDaO%VrWto?V`HW_Bk0M?o&yc_vy9jaHr`Rz{+nH9 zpCE_u%aE&r#;6TC=teVvth5bc@s&6o$lRde1FZkqpCCTaA5TDRZ8gDezWYv~k?cPF z&x8KcNB@~e->-@P&LskQh)2NGa&8|e9u5ad3ju*$0OCAIxm#vG;FwG)osBBtphn|> zl$rUFQa(lgN9y(R`{jmgDk07u6pirmcZ-(WMB2i*{na>u?~m|WT68C|CrI`K5z!F` zAG!k{mHqzk90S9D9`Re({HHIzO_Trh#Xsr`!MvmyA?=I+eUo)7z24f$KuIRsJM_Sx z>xwkw>SwJZ&6L(BIOyhjm`6WlaQ3K6Tg_1_c6`>Q_6J(XKMG{Kk-?KW`GrfR`E7mg zxevxdiuN-(9kp)iETO|u61c;sOk0qPLa?Q*Q(b}$T%RD7+Lawq2`1K-tV?sjoIyd^ zd(REI&m6#VCmje(N%`PyuG;*eb;Or0^0G*rRfDTY5a2hEfQx*F%--Cy_!n%mE)>k#^fmpD2-MLIj9)eMmM*GP-+ zUDDE~3Ob*~n9OvYdQ92!@Q|;BvdlAA<08ta44VVj&8eB*jE&Uy96JaVr+9QAtvEJY7^O5>p`fQaqq{RA;l-?jnH za3R~yfXIjrtHqdSVVOz|dYMt%p#>I85u18k=sZ{BUdre+n}detOc0UDaY63kO%mX) zR`pXjCTO5tnrnXOihALr?EL2tdYk1i!L(VK=DdA6FBRxaAb8a<&eRYCN!g^VO-jL^ z`h%s-bana|QR}>v!zdOGSDOU*Xm7Qoj~=o)2s0@V7n$c%<|%!^7=;|u`W{JT?KT!= zr5R`oMqIbJ&OR?R>B*2NFK9L^ljD7|o^?C1e{nRo_CnFtUT0t)_BZ?i3GRYUe|QM* zLI%;qOX+&nL&5Bm^llUK$B_e@kL&?rW3B>t`KyJ^3gf%9V;}0iXUEwu5&?{JwWMjJ(xsxgKQto$%C=G?urfWF$?BzwO6H1LD+x0IL zTuru%jZr3^#`zIsZ{g0oi!p0p^)T(gKdqmkw$x>mHr%3Dxc7SR$)vpt(7|U|j^M2} zjD1UK8*z)d2)iS0)nHf(*dxysIm6nsd9j|r&OF-*-zMbx4o9kwm*(OIaxHV;=jvQO zI0!4D+E6~ZmV};enqjaM%RQ?!-sxpQNlgD{f?c;VKi0ny4B;}n-A6f zC0A?CIzc1Vi&Ur0iqYgo5k%ay5)qWc@oYFMa+MJc)SIv{g;Cv)50|4+ zxwY5bmzZ1dpzuu}`jMbMu^H~bHr#PXnXLvM)~*wG`hztJiVJ;M&r@eHonCFyf25As z&|)Npt_VzhhN|tomFzZgv4u_GED<0=(qw>brTY`4%J0V$_eDjyBS6CR2ScbW+FVO4 zkssCsJ`7ugZxhkNKC8TVEy};3{Og(i!BKpI03Ask=tzXH#klVeGkv`vldxff4Pl&z9_SHB9Qc7BkEf>o%^#C_ z2zQhOER^yMTs^L=&8-aB6xI=F%hyRE6HXhb0_sMQhI{+KI=(iISo8jIF(JH_(U(8pIQVvw zW<7)J|G?Dxlm3K2Ap1WPsp$0(Ac|ooj4)PFq5-W0tG8U!0afQC zOPm_{7qr#>XWsvRt|v!7K^C7lTH>gx(MD+Ea5Tw=>|5Yf>>32TC7P%CF6tS zoiB)L1e&AoaVSua3^w`HYb{qq#jj`3{@;|0f6yd{-f|C<5cOl#mpWc-5r>~l$m%X_ zI@B9;vEYJ&IrY2Rv5}I8Id@hW_?0^C81y^)K9sh*AoCO^POk_NrIm?LGv2?l-{A+b z`TtCe{w-VQFFj-w$GzzJc)pZtgR+i@K+&spb{=W$aq0VXm5Iw!$6*Kw!XPSPL?|wg?C=%ts-vN`mq#Mu!b{}%b z#s2Dpgyk2}&thmU2PRzAqRF0c4cq7E#_v63MhvxC_Lw#lMESe=R zQu(%333a{F?GZwxo3uI!=U?vO==XN-Cnah2i(z8$AlHPBEF5u6eXpF~_V)B}LVJ7| z3(J6#aL8ftQG!Gz7bA&wyl!QEr4+~Y>cPVo^GK*1Z4|?0jSimJ(#_A6yCUB4{{Qk>SGbBh^rQsY?DB<+hUC@}&f>{QtA=_F*BtvKEy*0YHCjfi!)+`s z=oC4*Ph7%S?77d4J(KU-HeB#{^a&&*N$Oa2TD0L-b|w^H4ax1qwVId_v69pJ(hS1p zPbO!pXG}mCTq&EesDZorswJrbPf+Ug0du2=<5#sF4PP9MI(52>Wm<8=gdWGe;WGkz zvi~4+Tau*FwVS#$N6h!#-;#k*vSde-=*JeOxL7Ajk50MJH|s^p7$2VHkY0W`6hT&e zW>d-Z-A2OFadEO+L>^D%1dGQ(tOx0kEMcJE>DtjO$@!)|_xauU%sxRZ+C~={{iyl` z8}vpsJkBf|9;UN#HnMbcXZPhFGzp_K(I?Drj(dI)jXq>bzew}YyeVJNsp&qi_@QBu z+wFExDv)=LxpZ^EGHU2_?O1GJi_PZf6hWe%qvxf(#r{$z%()OnU$Qe{&Q?j%3@qNU4*cuRH9g=6a9w!Yq9qp+$8euqr z+q{7ZNVI-KY~6m3;hparD$h#99y)$oaXFLm2a)lo;FwW5r2Ht3)-|pYPVOQ%IyHZ* zpw;3SrTt^|-rLo|!X)L#5cbuk5VYu!9SOz8R-bCo!=~ZM-VDRgRyx0VgiO#)9O)cUJo{IjobUseWRN2b+^W7r zhX7;LCzNr(;SH|YmnbWEpU|t?caTX`?;FlFzoVuoYL~+TD%Q?oQOR^PF0__rvGeW({2guiR zda)}!ASNp=VzbxLi@DgSS)ZQ`s9j`Fe{G2dFS%5dq8Ad1bGpz{9oIc_nU)&CtF38 zVGBVbs8VsLvz)bQz$xrSwp<)E_9R4>(jk|J^f!eLf z(I4w)q(bS{DSBNWx8Ym?Ylpny_o^4(lnz~=1A(nq^}I{mKU&*rnxN^FHrL#7+g=jy zfv}W#1xIDec4}TjlN5q%Rk}tO|4>NdC-3to*Wpbf=;31lX3zy-Nr?+6*#liW`Uz45 z3vvQp=Fm;nuxd;*d}=J~oagoh_(#9-b0k0RJeh1?>w#tVMw@Z}-bU}6VZA=mius_C zk@V6I9R_nk@ReDDZ4AYYNYm7WbS|}i9*TEeuIjk=z=`*Bqoiq5BR^7@6n2l@fsY*n z^IlJL(`!C;-|IY$!}-mR37DQ#Nv2F|B&P~APrvsE3tlVie^gQYpHxbJ_^rQdAzccV zJj~0zN1Z&oTAy=m-`C(hMbip2)9a3Fr7tTfQxOpRn%ost439SX@p`AeWin zQrbFdY1jrNX%63{9hr^w5or*6*%AJ%c^W=^47dkHfv-?3ShMrJ!#wkyj_>!~84}hf z=Jv|W0i5~sOVCB$?E`HY@~3>7Q`GL--`YtQ;Zyz>qCH8(H-Ok@4b=JsaV7x?g{FYI zlWg0YPUA6)-lV_(d&;t8Xprba$>&-%~}TSn61+0j+V3s*nbr5Iw*!> zxS3Pr>V$zn{XWsx|265l)1H5|T+y%ZvJhqUyhEP3*#VB_!MfLkFJGk4yx4vlx$?F{ zGRH#59VLP5FeR!EkKvJ1c+mzj5fJ_ofAY(Tz&WD#{L^X5Ev(Vb_G;NBK?-T_fZxZ6 zTT^}(_?kS-t5_g8(+o#ShuoYb*j|PMCxwd^K!J^buGfBo(00wN@S|HqwZF?y{x6U} z;wz(m*Z@Vt?J3ymUCn4ITr6x|b~y|7lNFPUxB924XmzWxtPY5kMiR^z@YFFOyc<<< z*;Fj@EJZ!MTo#BlaiF)9Ds6NrU6`(;d&HLT>bnAge?>|7UwZ9-(_B}h63$28bJ-NK zXp~T~@k>zBk^o`5AqE@J)wCoEPS%=;2t!+QDFKHg>DfYK7M|28T#tcWg6Sn}$YASe z+G>0To7c0VOMq(fe_0fjWMrMBK(1bQupCpVgejuR=8oIR^c0^DkRm zz&_fEE0*2#>O69pSkHT0DBiynl+*K%{u3qXvnPz^_eu6k7{5;sM2?N(3Qv&T&H+B9P1QIN)UcLz6V?M9-3Qt?bF$`5t0n786G0|yEj>Cj zlm&OGheB-d0)+glN4Oen^cg|C)#jI)1KN{m`wm{EQw32uT4#7>qWd|Xh8 zmIUyS``rB*#_*#w9UC+r{xZ@+UaOZ`NZ`)V6oO#}hJ3sRHW%QXO zJ|T$4KE?33@GFfb$R_qw-} zElguood)JdVfseNyH(uapxuP`^Gaq_KPf)^EwXd;gHKajE-h_8o87vcmNZ3s)3>~? zSK&Ihe6)Ya4dVSWd}m3htDIq;ZoP9gR&1>=>Ig8|@FnK^XWia>f>4n#^v?)& zx{;d;wYJ2bw03nA<`Z&M*SDz_&l=V9Ajccs!X+&656?g8vSZLuS|Sc2OD^`DOT({9 zKUWuoUx+WhMz5LFI~y#lPybAx^vyqmP?0;T)mdmUlCOSnRC9Q8yMT z>kMPc0%i5R(hK%Sr>2m+XXo2MweQLovUW~AlpM~7s-U-$mn5q z?@?j`i&WS5#01Q_5)`uZ28Z5?XWu99eJrxZ8VGvh5r|&hPBwoVCBDtN*}bq_V1OAn z#_yVneZwGC=_Zli{xLdd!wH?HHDUXB6r;_$a)p!v?eFjJ?%NYhI7s{n5>UNFg6oH^ z%7Hw{92rsf2s?&a!&dG@b&*NJ)Z?#|W*(2lSCAyD#&l^;M z9@re)KS9UY*YnI_#}Lk>0#HWp_1S}HC)1#aww zELuhzZsbHv_VqqhO%Cdov9hQ^{!Sh2;d`u-j;C@;a>`U>KH8%|`mk|@Ay+hQu$RLj zppjqv=~Dk*Mo<)t_`oZ}G?M6Pseq!NZ?1i0!FoG}p3dL|q51W|`*=;rJS){%M&^#v zQybJ9?(bpUkNKU({PJ0G7S}gRr$(uvy3GW+Eq|hTs-L_%c$Uw|CsfP4O!c9}bxqSl zeU^E>pmeguPU&O#Hdes3XaVO2 zZrF@Et8`i*(p*c2V?otS2T(N= zOorCDCV4ReV&pv@WG(o-@2%gXAYyD0HjM!OVy!)+kgjmttIt6~;FmUEd5u zy#tBv3$6;Z<(w4gXa>r~<6m7l->%b&;%HyX;8yf?J#-$|Q)Ke+EV5UFDCP0-bzy?N zcz$qG$oS6y+fxh@Ov;XpgzyJu=Y~a`@h%yut zw|NDBD%NWkasS7>?3xGU;RpEwd?yC13V?=fJOC7`lZef*K7c$!aFMWOcF@|w*--3k zNx>bC`czXrK&I)N5MCR)y$ge%-K zO{X!BIZP~h)Z1OPlLGk!i+LG?VMCoRpR8}>v!2$;doe76l`dBfDc|w_ct^pq_h=af zLH8Y?Wpt8Y&|H-ioO#(Ampo3MjI~!Yf^WM4A6eWOl?vi;q|y58%aTKfkt&X+T-mz_P3r51Z% zr01>E7*?fVQ4?+9GHYm!Zh|G%HTZPv)6HmPu7~| z#(NV6CsyL_YM0Ke_XA=oOY9Xy1|yV7*9CoYmk#L(4chfiNbFx0vqC;K^bMN*!ZrQP z2+F%mE$0aN;Q(hsU$K{L=GlsLuV~6&v4sQXmd4i3h=UUCC_LL5!zkp1i$}V)jefR z6T-{2udDkqV3RW>m<W>Ek4Q@(aG%*(JwjqiQ_PRmprOkmK(`>=?xU%zVoD3h?<7*_6+6W6kUm}uW z3qzSFly#S*;}>ikJ598!O$&n4%QPlPD~2GWY>AmX)i~HZa;M1bX}ts+^~C5opOmIh zpuqffHkZ+9sTwE8mW^A5Zk^$7{#}A-BCys#v6M@Pmk@v~iK_?T?XtKjoEij>rQe)_ zMtGm#nhPgCC&}&WI+zR+b%BaSAW>J>qm9s}Cp|~UoV`3=1dB7~&OEoJ7|5^QL4>jiFleVl#t{h>S65=$0Q&e4}#!8i6i2#^~hbf518 zY7fCSmfQedBQc396kZmr=(IIXeVYFvMY$}pT(3`lnB~n=FnO)yQqufeVBd-%sC6Xn z(4kF{x?umWX$Jr7l9B)SKL3S!pt}e451-Q)=ELFnuHiR}u}!=p)Q#4&YO&+5A_Dqb z0K+LG*mBb+&N}FtBx7_t<(6wk{Nszv-4)j&E0#9Ga-;=%H7J6IrO8#OfyRVaV|ER0 z1}JCbq-J8kOV@92Y>`t}GcWlqM_>33U_Vp`Rihdw7w`(NEo7d?z!d@0f72q&+ zRZYWHHc>BEDVn&Ro5d_PSNDSSe4Ry0l*)H?B33OMjIs+3pYAKqzEG^}e0U;0)@!9e z?EJ4V1V2ECskI-9*hG`a#{Nm_m*k1ZVo$<2HSY>5N2mo6HI!@Xuxzk}Y_5Zz?ZcXqY+N*lO#-EC9c)vyuFmt%QtVB6MdW3jH2WXMKa(xS zoH#nGFd>}5`(iLQj(xA6{3=CgWhxY$VH=%Q?B`PAERiOzq39l{?o8@E%f$;0<=)2^KvD z97oe7f87NvO9F9AzJt`TV(>Xxv*;W4a5Buyc!TOiJ%R0R@K0f1^D@h#Vx|jPp*`tD@faCo) zUyz=ERa@>?ml;7nUiTzLS=EpKtfa9PRLbA@)}@vr`rN0OekS%&ynRQ_EPR;? zfy3Xa8`QSAx}tUb>x+BRTOHs4^ zjhsr7YtW-(-^gU@V8nJNHqb=&Anw`tl&NdSwcxwjZ-chpi`WG z@015YH;7M}MPlqGf1{mDF1v@7)I_RNnK9&9JD`?6K>#D6r?VMm*_Q>t0(etX=KA`p zPfs|pM#*J*sp$#Z*K?_>N=hF;mQi1=e5rOVj=l34;iRjyHQb^YNWzp)kcHv6-$^>b zO3=6&^lUb~0tTK9-M$Mdb0|v4-3%>IU=hRf&aO?=RAc!-?#=q~BST8wjRqBu(4`F_<%;FvJcHy%#17KLM?*Ioa*g|*aJ=G{3^YdEQf<~TN zKa$}hfUHskA_~?uJd!cIPLYbg(z#EDdrkW9riYnU2q;V2(NCHH@y$qyTC0UWPnkIc z-B{eQ!6;xol=O8AjGVi{B$5L2?i()nlh6MJyRfdu{Cq1)m#e>?T>c&2v3E2XoNaat z{$z+_U0q~A?K$?P=tv8CwrO(Snvl z@j4A&z+5kr0)92K7F+3HH`!|gofo?dpdip>J)DWGMk(Tb)47WPrq!fr|LrN4~d+{<|2ej~*Lfw@Xs1prED_RSacon$1!2pdjRS-Xd2B?7l- zoaKT`!v>DtkY;^7ZH+$X{eJNt74g-T5##gfA`6HJ*a3 zp)+;qBQ!11vr3y=?l>Iba5VwD*ZliBML`}Hn`+kWd} z3&Fe=({|JB)!uGcAK4Np{Iplaa|xBSxfl7!3$1~;Q+!c)4uuG(sltP`=BvYp831eQ z2gBhNSWZUeg~xrMcTPXC%$z(BpoO=tXfg|*E|u+p!*lExxIu%wN2g3W%p0WVI9Q{{ z3Iyje-Fl1z=XMGR+IZ8ettrUK`d#v1m64%)O?}PpW&5<9CCek<5q867?uUxja`zgm z)%3l_w0->g=08`=`Uom!!A4~w4bg|}pVhDMVL+u<&kgmb$9*XVPCW6t%vZhV$++*W z0rDp^#C%E22!TTL<`ack?ZEZv%9VdKzy6vHw0;9eZMFGeFwGEcePJtYY7WMfV2lgJRY>(ZiHA`9~YK=igbGLq% z;?ofk&Rq&>c{iN|Y6Aps8y4Wn$ZdM4aVyrcRdOlI_0aoJz`A#wXFA~+v@wPVh1~+E z)~&&Qg=g|)sM`k}%<))Bv@6DD#j@(I&9nw=m=(OF5*Db6o$10dPwOrwP}^xxGlyT9 zDx1C0A(z2p5$*>p{;PVWGEIXPjdP>khJM;gyAs0B-RNzgAAs%BddHm7{dHbE9xNf?o61*IUMTX|%V7Up!2dVRA2< z$c;HuTY7`5>a_kev2m3Nr?f5gW0bQHrghA@#eeo39qMOYY35qghI5MsY~(|~0&Sq> zK-U*F3G!0y?}-|nOup*+aQMcG@VJAKg&1NnH7F^wfxMumrN&qM6<<1u&DBuGydK2@ z@}35P7hxBkD~$Ea^6+Q78=kc?Gs2N7ZP@~i3bAckR_aLw_1paQF z@S8);!&euC>sH|I7ITKag^WS&dJ=(lmXx7{a@M4$27-(relI)KS>`&13*(PB&hsI$ zEbvu;jGuq5nNu$OwWG9AUwO9#g)}F6R)?cvj1P24&7fv#T|I4luw9dEw^eN*HmR>2 z6sIAsqC%s(fz!NO6S8)DaDJmvr1A9pZrd5c$;h^=;BbB$1>fnt$I2$6zfBt3RNLO- zQ#N7U)3yT&7^#Nsu8$E7R%Mkv!l?J3EsEq|}-cW=g$e zc6)fU)8_7s39*2)mRCpBnTBLPs!l!^x(^4~(|ao1t*eS)w6eeRVlbc@e)O@0{(ymxA5;ByQF zIPb8cQ^-nL3EmCftr>$26QGWmTjJhm10NvOuGp?fmmlP?sWr6n)^$L10LL9}vTHxU z=g;{n{{C~LE~+DnQgTZu_uOY1-rA@<|S{VxDAI<(2YlwQjPVQ^1b>h zXfK8HQ1TXXP2zQ7N1w~;LWq~WxI>mgm;4{L@)Bf59Jjx2E%?!zcF4TXuR1%LIM!>~ z^6?dW_!9P>DeAMp0!Q8{Xni4rO0prJON37`C0dY(G#h$Hb{ zkQ`~pkO!y{2cNg6iSwv@hx6oEZI=-W51#Z|cNu3XE+&SLC<=8Bi_2wIr(gPbSmk)C zMQ&W5ZfI+?#DtYe^ycc7sDJWBGU&HO>PIA!%)}Yi4b^0wFS&lGUo>6Q1=cV zAb?munAWV>bb30e+n;pin_AleqUykGJOA12km1>S=ca$WBVWB7`@OqLqbfSn===a0 zre}snA3Bg#kC-`WKJ(=CHj$Gb597$R!KkcY3~N@9c0g0H_YKeX4SK{`I9T;M%y&{& zi}CpHo@HC_mUyv6Af3o3NP-^8$T5u#nn$8)mg_|Oo`~!ZlVjOm!s<)e=w6Oo2Ad}Y zB4{ zIM{M|4Hijeb^A^6AMVr7FL{$QFeaB{&%f**;c8~OG^rtDYrtJBCO?*Iuz5)GH$P@u z?VGK-CM^ow7WR#oPxrSFhZ)F2lQ2u^x=fVB2tkueHNjWPu3|%D!y}t5Ju4@P~hB(*}Eo%|Bd*e;EOP-G@?5 zZR9MI6iz7Sby15nSu1iEA1vk$p2}3%#g+Q)qV!NRZG7k@GO%}iWe*60P2%4KB?J|S z*@;x=@$V^S&LHrF=Dr7sF^bp4N&Xo zx$-Rh^_dxDESPfIUrc=WFjPtaTf(uf$f|hHOF0Fhx4alKONd9{8P`u-(A5_5pL0nX&lyoaL+T7E+(n)txRboq;o38jfJJps@C2vP~=fZbN6*vf$H zjI|CkEpU69rJFHr9G$)L`eDUriL+Jn%47wd=n>Ww*51pQ0&{K1r zn6n;XjSZ@uy$!bJyrMC3+)0nK!*9sNyKC=^7a6dgSydGA}H%>BM<5Lttxr>De!s$ zKwkcWBl%CRd7D*@Toy%O2*B!$W6M&@;$B+7`X=GZKzLDYTHGP5nhoIb9|D}2@Cou5 zu}s+shQlKZ=W*8gq*K>>5T0NLUn}ndS>2*aD3gw2H8h|b%78t{7W!ut!r$>db5Vgp zv0O&{2~y);Aug+PECdvzqMmari9%V4f{zoN1=fr(R&UI6o55F7p)+? zoP+bb^ywF?JY9Nid&fUipByo=wT@Of$MXF0+@j>BwSO3-5j59z5wX43t_e%1gkvsR zAaIdr7AIk-Mql6y%{+BH%1O8wui5B6!P)zn=Ufi7>F$5Cr1WI$#r7l>7ayDg)>y<# z;3Dv9@pcwZoEgYh>c_etpJA+S3h&mP`{XvuxWxNnro$5a7nfX)cZKmukw3kB_HYf! zl%j*(Pdz{&35#fvkqw*SJa0&nVu7KbDmD8W+Z#pUb!aZ`74wi{0_O{o^&6icBhqS% zeid(A4i0y_oE|+1Q_gMAZNB~_eqZM>o|rwOr|(%}yr#s0_a|A@I$ZR!96=GN*TI!} zrU24vtJAOGYOcc?OnZI~*a}-S3*yG`*Z-cpHUw{+{lMhBJ&M>GLpE@CS~3Z12vZI}3^lyD z7hO~7GCl0~6i3%u%I%1#5LVHBMkFJsMOdytDzwH>M7yp$5^mhG5( zWIO(x_?`38IeN;FMI)7#)hBav5=>_HK8#l>yEm;KiwBNBowij$3m zl8$P$wkt67Ld2&^^_4DLO-X*Fi;_LIF*{80WZ{{HLOQ%U?y5hhM5HyMD%C}>RWQ<^ zT6>{_$Ve&hvflY)mPTf$-ftQj)k}_9)B3ptwvpq_QoNgiE&^$p`w^Lg945n%0At+k z6)ea|{Gqn5nBD@UY+FMqpJP;Bti~APD3yFc+Vs-u?WAYCusNN#S!?D##f6|~I7)B^ z*b9Lou*=u;m)G!N#8F@?|5EboJ#v{O5Lbj4<5;4?x{rco8n;O+E(V-bfH!&y?tBq! zyw(p}BAEQSbXqyCvJlsf(b&j$8obSCzj7#_*!Zu8Pm1lQp0K~oPddjidJu~%4S*6r{1O?R8y&Da7+!>PN!<4j+MjTH?V@|H@TpS`s!ccK8)HtAO~K= zZ-v6@q19d2gD=7YWC4Ms!RB$VuY2w~XNsBZ&!B=$YDq`_D2v|J>IBS2Lpc@7!&hxnxpst>+auQ9F4Q-CKGXpP{ zRS1OSz%gTRP>*BR^$p58+xq+Udu0_qK@JinVOJ2iP3Wj{Q?hhwdFK`G^Z;8Pkhi%T zAwQXl1FXz3 zphhe)+r+>;5A8uhV9d|DEMt12W8MsR9(aqqgRdS{efXcc3Vm}nxeangfi>(abrLipEO@`kbIQeBw0%J!@o4o{G6ipI>I?Y+aI2yv@UIXH`TdfRMjpQalW93befXPk?tCHPOpH9gPfwFZd>l7RMqXz| z=0}wStydZ%DDmkJZ*}_I6=lbI41JjwMKg_W$&cUE<2)lXmzLajcEJ0&j2ge;z9K8h zblweFUfAy|V0tQn@b$yjTxz52_J-4tb7 zCer@qYEdyt4I9-0c1K@ea=Zvz07)_1S~Lk;AHHT&i(|LHZ9;3?3y++5EwufnTW%V7 z$bb;Vr*gFeA=JrfOgp|j{}sc<|8nC5Uf_t%w$i1=?T!f_03b|EkIpS;2+yzZ4Kcbt zU|-BSwj`0VL|2iI4&8vCOqlm6@9!C?yqgg7{2t>0mWL$T>+&ORERLgB76pAW<})AK zaciQ`PhCDiIImR=6pCGTun^h0Lcni1itsYobF%tkRG2((%l2E`-aHS%*QtHW7?jlIX-2mq~wqDkrY4{JYR`+00G`JgUVW% zg#%q$>LZ{_&+_u4j68S`ru=Xz4=&TAbe zQihivoJDIPir{X)K#|Po6|JIk8a@$eO?M}@WS@EP7BTj0Y-DjsmRPgnqJtyN;82Z@ zdB%CH@YqqByq9G{EE=Y9S^auLQU`obYBbAw#S%+kCNk`tmqnx73nPl56l!NFl+_${ zdM;UMXoel5I<`V4!nBx5F*f^jAgsp~nV76!=Wf|vpGGZg5Ng|s@Yhd}sqXP~hJp3^ zCb;_t=kNc5Y0)sv1|MW>?}N%U}?f_z^H2$ZJ}FQ6C$rkjgHqp zegnAasG&2IZ9U~b*r|lI!kl$kogIC+-k`|d{1(Cb*X`3~@}D_x{L5pMD+sj9W86P< z-QBSL-YBWZmMU%nXY(U*x{eFGh<-%32EnwHc9dIb+r0(vXfpxtt9&HCxWeSaqOMHX zaR&&9ma1NDo-~o}A?9SK&PZhEO1f(3pm)jC<%-dErVXks7~Oguq@*IuvA~X3ODC9= zCmqj4$}b*J;xMi-2+hD{=}q<)2+~ew6^NSir%kVlte~)k6~oN$Kz;TAF~qhDZ?0+& zoii@?md0*~xN^l5bfZ&Bd@cr@L{Ee3e*h0pK+|+Q=%4ZHEI7)^6>(f3Pd5JSEmNAQ zms~M>r|Js9r4m>=#4V*BRf+u&24!fDMSkeOWJZ;K`5biNXiwc8`}b_PLJLJQvPRqB z;1YlV{Lej;{tj6G9m44PE8zd-!&f3o`pt^Z6*K9G;nZDkOvUyvP%OVu(tn}vxY$9s z(L02H0D8RE)NE*a6@oJC8G+&k5E3c;UjkbGQ;_Ce#Yoqzt99w;s5u##*7(i{be(QO zdE0m%xlJ_TP#Nd+d@r_V-g^E*;S-(`t>_DAMG(7XcRj1jZuFyb$&EgExHf!hqb^h@ z;w4K%Wqq*AG?|pV*L5l*9ADjR^_Yl%(yJ=#GneXB8H<~_n%(fr4BWDeLjmzabd)r?AOWrhlvsASWHGHenpXNewg3n?y1hV zL^yx{u_sFig!^sJN6<=Qi{@~p@I?WPIDSioC9rDd>DAWABhm#6^_gId5 zVM&wC+n^>K_M&;xnOtCyLIpGe{}{vh-%tT{xLGu}Sl|Wm9cQx%5}F#+J%rIT)5-#v z`_JC&)`40bT}I|!3uCVvi1wNiY{RyTQL7&aDSJq=l%d`WdP46Oyq(P$`~^CLpT6V% zha?JpPn9;Pr6~n1yEr>Bds4z{PcTA4%p>P@JvshBWg3m*XpL)*a%@VZk@*XY)zo-q z;pAjW7$sPyq^q@w7own78G>#P&&cyB-_`YyOs-5Jen;cZ;hN&OYVg@RD_(5`#w)P>)f$k%E19nCw3=|@uveJEa{crRf|1%pZ^i3T@ ze$d|T(Mjm?q5)^ZO+ltT^(0J@YShDrI`C<7k!v>%;1B;a;VLgaHnd3q6XR&q?o5AW zwo5GI-Nh=;oC)8?<&*Euf@;MmO@@#|NGZvL%5X*VT^t!e>dVIs;NhA1k^H$&wBFvb zBxmeu!DT_F!R-Ou?~o2*O`NbWf2MpWexVhd!mkFy>R=X{M%|aQ91Tq;n-JWcUJW*~ z-Gu5+$m9_CRScH0wihxRvbFDE0=4~Fx%$UZd@sIap9}i@Aq!cxpiczRo;FV?%22a+ zHd8zICg(&iU%|J{C-=#;G}>T?YELi^XcYvuWSXNRlb!3lVr1;3aPpM%t6o2q2C`1w zv3b%QMoe29R6#btdiH^*XYStl_n+vn|0^Q-e|-LF53(*LZIk8mec>yb5A11o3YJSe zE6AHhbl^Vz;}%ZoH?%+P;RZoU6@+^LXPA3kiJr0Nt0U5j?uI7fEu97_m(FYkf0!82 z;m5eSc@aaS8cD~bnw_#Y@S+-Pwh%BVGDew+_yi!oFVEoxXiMMQR?I2U(eY9Lk1WVv zo_!LCP8;9Csi`wl+Ng@&OJ;o&(6SIG+;L%*!($|sS$g)vpp?PHa4F_@t&RsbNI$N& zq@B2RvIZmBaOl9|i-t2DGkWSS;nj{I8eO~0!!m5a45FH4hyv<93kN@rBXRCSuNgy$ zmE;!5E6ePa!2Y{*KF7s&I1~PGVI**N zLqcz~u`T`FoQavJ47(^vwcQ|H>uL-6BlmZ2+b<>LV+_cAPGN;wq9fSELf(&c&Cwq- z=q0Z@sk6j@3#6=m&mh)yPraqQ9U(%rTJldsn|q9l*l6X@vL@j?aNc}I@a5kdTLEXv z-^0)WE{~#ISg}s$@0+0yn)bjEK*J`{lIP@MwS_(8&Kb(mVIIyB69I5fwa{+`vxdTa z;ksy{*X+*v=){oUm{~g}Bbk&UYFakfy7o7^Dj~S{NR-1{?Chay^+(bi=@#DVWR)94 zg!lP>nnirb4fK7B7zKzR@B+w`R*eoDxs^(p$e!WdeItz++Dybi+N7r&Bz0}>6`v!i z(A^+io8F2JLU$fPdn?L*A=I ze<(HbKPA&lVF(jk&kUTa;GR1@yQ4Tz+RRg$!lkO*1x}dxv)s&$^@o~wotZm&-x`Lu zbd7}5IXBbMG+*mUzD?FF@5q7<7Nrf)JRik)U*@8S^&MLkW!+Rs?9AaD%RCm#Q@8s; z%HcAy?mCI*p%eFK;4%94ar1kAGC5Cr?e)tT49m!`p+lIM8HM>z&D?D02*gE|ij5Q^ zb3!AFa)>7a4m#>nfhGnR>kyiBOHQCqI1tWS4Z%lu;&%A$jn)9Nflk@9@n@j4r&Z{x zij3x9twN_d-4s5zn^NLB<^UegGe2e-I5`)Cy482uM5fuZnxtSm2R~GgxkM=R31tE5+FiekwNX#rjOecj<8V65DPmVowNR*zHbH ze5y{p+({2pQuJ#1@K`MDc942l^h-%GPp;G*fOCHzez$FH7*nDz8UWfgp=Po@@tVz_ z;CF3S+ub0t0>2 z0>CYPqG10#KiYM5@?x>Vl;SDQs?<2XTpptnO2Dw)%vu@KD z7cSH+N%?Mmr2U$I2ux(?Puor9pYID8mwlSSUv?pxFM8BP%942*m(*?0lxjr4oPt3( z?SVK)N7JOP+?9SCyH73hk){il^D>{ttaSTY&-sAKj~wPvYe9CQ86AUP*V9a)6FmC6 zL;YJ(OS_s_-nj)B@ZkVh!VkqKS~h~FqWg5^QF8=Dw!&DV z%1zT*0FZZJyfrIoz-BhwhO}p6uBNGirnV(n5`YJ6coD>y5&>hG)|8oKIt{h3cS6?X z;t1VNFWuuzXLtKn{ElyHU~a{a>`4zW080A4PybKAj3-NUMcwn)O-aVTAbKc=V6hJ) z^~%qeP!lE*>j#}prq>Kox9A^ETEaV9R+x6?wz|2T=GJ=%#)O>Goo=Z~MBaAyDff)o z&MUCG<{nKmMDcpIi6S57)w4jA(^;q!a;1GcH7hBMGFd}&f!m<12>eR4mMP0USQYHh z|0ZWDvYqm-s&r{|N1}*!ljc=%uDqOrCs~($eXhyN%5aJwwCxk0d7B$&Q@m5ijvpMb5w8zUVcaNTFR& z_@GV7mi@qu=ftL!2h1iI0*RKQ?~tD4%k~q96%04fqmwEs53bn}M<1xaz)>WCPyT3K zyIO;BC4DSLr5(|#z&Yve%`?w$IiBws{`1Gr+Cj*Ho!BNwbzkYN$a zt+DQtT*rSQsJA^7t&BatIG=ra5H$)Pup@n3RnSqTuKt39JcQYfh&grX4yn~&NMhnY zLGkE^q69gnD#*?Qu(}ub{Oo?O*jD%7XT-m(Vs)Ee{3K)11xOsFu+gYh<2acG+ulUa z_xboSO!n3>ApauXQ}j7v>fi>;XMapD%)k>0E6>mxPW*S``mY9 z!|oEc(x?_-$+BWOIhD#QqCpT#$@Vv3-yaVj#dFF*HrJGDwz?I{s+prA*XZR)P!8o3 zf2tyN@#3Q0tePv8RWm7DtoE&3`%MWdfS1OFJ)zxGbFhYg8dXeIE(?-vGX(3_DHSAd zPrQSI3w0Ris9q9G1NRV}?`qJ*Dud;dfrMi63CpRE!6@J8;`DydxV|RE12N}pSjaxv zLIz??AF?*{l_*z3&<89LGuxgQurib9UG4yu*uC|Cidd^f@ao_o%jA1&wm01cHRcRQ z1{!OAXtx8^R^BCWSNwy*n(HrqzxsiHwe28Ub^TGUU419>mFUXQB4kRFzYHKuPTvux z%Iq7@7TaoIqlT`u0ZHNY1JB-{EY1S8*&B|K?=^|Fd0-@iQq z`cwugC8Jnrrww0EQ9)idEUQY0fr=tOny0fTKX}_UB_};#!A?Ee9w9dvBY#LOeFG{G zEuv!hGG9emg{M>1Jl=>gUo|aZNl*lbT% zG-|Z>M4+16k?h%*7KFvk_K6ir6H1Jq=gMNq{0HXkTm^sX21@GLvoh2so%x;$tMBcL z4d42&|K3nlH=q#QFF)`U6o=}1K=*~DEz0JSccayiWgb9$yoanF%;c|y{~AGEdqC}> z?GGl881?Ty$G3N6Z-r;J@N@5@^BpiDg4gu zm>eu!J3lS^X13_5=i>#>(r)%WI$!H5sB=oR>5rttf@Z;YF#j^CL8oOZ^_1#n*iXX#_CEe+_x6AC zcU*Pl7jz`;N3XMa3g4J&om)96z{}Eu_3$h+{aq=ETC87FZb3RF&DuJ>ylI2hXE`Nx zI?DWr+MPtvb4VR;a@u*`^l+x#n`;1Z06GUwT0EZl|_B@npR~04YQOL86DD zAky$C%hK6INLF;sKe^iTzT;W|>dAY?v87F%_X7mY1{kkO>VEfbzUQp%)Z|5kd@JeY zVH7DAa&pyn#7YUP{VIU_7=KJ`w38I=AJ;Dt)0H@Y^eC~V(#5`N?W%1Y=JUcC`9fOk z%gW$!7?b(a(c@Ctoc8@!TbN_RhY2A0OM-TJsc`4okkHz4Hv|p$>Zlm|!f(Sxc)~R? zivI+5_0fFdnYD(^7U8Ni;9kRtG`;NC8zjQfBbJoUMc^(kC_n4j(9$UyOF#_{gy~Hkkr< z9yV$kBPo*q6&<+1m%=1exXw4R)P?DJYWbNv9ac=uC{_v>W6( z!UPj+_7H5gxkd<%Bdn^n!a~$E3rHf=UsG$A1APQs{hw9EG4xrMgs+D!ALABSs5|8n z;s1O~iiGINCM>h{&jRYN|2^c0^S5z+05~3>`}a7gKO48_nn>6i#T4PVW*+bI3QcTa2 z>wC*Qr`Ioa)7W#}%v9ifti=Xc(2p>6+cfQ7Y35ixzuVV)m6#r*CFa$F*PU;MSx|cg z#79nlgboZ)!-CtZGY7QYzT5&bi<{O!X0fu7oZDrV^R)W(ZMA}h*YxWf>si}(;Hf=W zT+TDGY`2)yUZx%HIUzlQQba&cUu11zk-ObZD?7?lQm>Ee(g%o6;_?v_psKU3*kQf< zrTb2=zF0{49uIb8lDWP3Jd=}xb%1Y!T5NS@RCsIB*@8EE)GkjO>gq-d#JLRSxbflZ zSy#Riu{GA*pKG!&>FN}8_64-lEyFXO!gXsXFdPk;MKCwxCwtbddR^zRBC0V0qf}O| zNM0F?`|%x=>B#)R9>Mzw5WJNwD3j7KERRxc+L+3x8vgFXXXv45wcSjwPDS`6TO!4kUvR{*5YJ;{{3#o3wwIV?|i%S z964C~=$~tESJ3O;)oC*P!p_UnnYd*Hp0<3CP_ryR*qGfBm@Mx%D$cxpB*}kDxU@g@ zACx-UYtIrbHZ;NmS(fgr(h$v)MhD*12@BKLw{d8X*>e93#Bj{l{{n^+{gni>+DyE@ zWSW@{l88phXW{BknftyHnbk;4Hk{shJ$COT7_-o&*oHjMkMol_#CUE=aJ}c{pbOiq z1!>rG51SH~W+|YPo&z!;A_{f3t}NqkUeeOc#t)>174~N=WsZd#xs3KF?kgNoR@Uo- z3$@EEdt9sv;9_wK&dLgs7wyz7>OPUnT5~AL$|JjId^nDsk_%F>R^U4~=$_WEMDd!B zSh4nCH8rSbd6By9%GZzK{6S)3s$o0zKtiIpf`XUwNjr;_i>&8`QVlyaX%lX`tS7px zCsigMdU39lwTUKWo-yB=5hK7kniDC2gq}k>L5VJM@XEz1>-E`X|G!J98VFr#i44g6vriVfQq)1rER^3iL-cbh}*5>-MuwD>cO) z$N-weB3~2VLS_e{Y8mAm0RH@7+9`cU{CTyz96o(+#SG2DlV6MWyGNMyzcy5bKe#3> zyuJ}nX7JBOce0OdCJtB7T6`rUcccSqc}VXo_BNMSaXmTJ71!9At_oALFnuU%|1+$H zNTQg*hHzu$yR28w(RRBp4aauiE0HtsrKRlf-W+=4!#vF1ePZO;vq0VAJ5(e#1{+W( zg3)$2@raD-j>lx&Jm@O!!7`ym^^+04$k5Bhs&jU(+~b-nLvoXK%c+CnfhheI)t#Ya z<3@Y2r-+ANi9~q#O-xM9yc6k46Ko3Q@SVHYgE?aXi9L)tDKTJ(^=tdSy@gQu~N|S()O|qK8VkSd8!5)a>ROjB!1Zm0>=9JSv2( zAMQptE!y%Ubm8rzf>jh^R`2FFzb-&Z)2?J>SohbU6q*b|8(ZSJNS;s1Jl_pa8U+hY9q-PgO#I>r1JGWI;}Q} zK4AjN7-1mM6$dKT@@JbGWt30N*k_w`)e3o04mxnT&{)CH+)3i+HO!1*iBJkzMa5Z5 zPLXd4QT0x1{dTO(=us`(#{j ziA;l?IQBBqnDe`iqf|F6RIO|v0IAzwz7&x;&1*qW3Qg ze3=bvoVH5h)&9suMAN1@nj)PJzXpu(dk5JsM%~XjC#9G4`H80xCEGdZvD!e?{;$AzyeOr zBFO;iav<;!!f8ja`#)f~`*XMXvFqr=_9Kk23|QFaehRtG zo4_f&gs22Fo`L(CBp|HuSRs@df+jOLfqRR55Ye5*v`vw}hoSs}KKVPkcUw5tRt??^ z?ec-%>!(%9^t1hzDzJZnhoafP5|ttJ0;Uip2))`zOruDZ&fLkKg=g03SnJce z!Z#JEnfS75JmFz|0Wp@Er0oevKPn2C+q+1A{BQip!^|;~pERf1hPGXxtED}Ax64k5 zxu2ftL%w-DIqf2@Y?SF)q|jn>>gNGD&9f%2npYGLjs_iJIdqPp%r(~bNr3Rcrq!^X z=?S>@QlRe}9d~1xVfuYkT;2yBZ?RAf2keVdr>-6^r&o6O4QYmarY}DuD$(3nNQ?X^y=eh~ zannpEt~#2V-hU06F+iq?9f} z+M5OHD1P&}mlkb1YfPk!WhP0)AFrNUu^27|t)ix6m)6}IEpNBP)-T3HNpLXHBzfKED|`d0Cc&RGZGv2*XRUmVq&JNYi|jlEG4o zvfYLFtJ{=mT!B1WN?|`Jc@Cz=kYLxO5B*euJDQ^&vT*dvJK+PW_|#@!7Hq%G9oueP z(TrS>Jws?><19b`xd$l`Fn{K*i_&fCxBCxLlZ;bdcTA>gqVvxbJ*})PEvpB!=e2xB8BsTd_Us%(5Etar=^1n5)_)j5Lq0$9#+4iK^sNE(> zy-cm%yt8m~xii7C$0L>gBt~J{RY@r0m{zNKThrizwaxR-W(jK25d$$9hg>x-JKWH1 zD}I_-KYM;kKAl|F#N5|NSx&(^zv?nYW1O}!F2-{NsKd@tH~>JF$ZjoF?bb_?c0eVE zd5(3_Ok0!&rl&fk!Vk`~o=;VwC9;swd0RQYJ!xjT+H52UVHK%Oi?OsVc^&U#_JpBZ*8%P!N*# zlst9#jHAf`8VW#2n_JhOKA%wf^RxXTeaE-!frlk&e|93G_To2m-4f4#iurm_Mn=Gs z+eE3bOEG&|HATe%V#COS)H`_IAfT4C{aB`Q?zIgyJ*& z6TKqp6*YLnZh-E+V#BzI6D}LRh%rNe;XFos`Jj5E@Im^a z!}VyFr8o(1+LjPJ{43Er%L%3Q}}Gl|=Ekp#nt-CG(=uj2X* z>Ps4gI%e-YdO<+BxxqA!(&w5nO6V>@wdZCbV@v=m(GA}^Iw6)%7$K;)_eN{qASG!q z7}p+ILtcB&CG#q?JX^eOjo*H*JMLSY1pgQ=VG_>UldODW(h6z|u?9foPcyq8FL~Bw zU~iChrN#_YtOJ40JLz!#2b31uW!wY< zATPtOfv$@3AkcySLx4H`FJ~O}nZn;vGL_!;fRTc|&`+4r-a{4v92g#LI{Ojlamnh*M`e?F(NcT4`I+L;dfi~F0yT?8`Vk-?(DTIc8pxDWp=dc40d z%2sdy%?EG2yF1kv&|CdIudDtqaOO-TWWk`@xWr&SuG>Da1E7-|;N{uLfQIBzP6ajm zeCAgo1G%q62}X&4Lkt{%5z50ss&w^jP+u~YWaHhr3BJfun3BPYkbwbon=$6!5y$#a zn-RIrbx1h)7kSz=ErO)BNV$T^5%MhB(339^R5#~M=#*+_hq4I=0aI67ibPp`wjb? zfX2ejWKTPr*QrIThw!a280_2_Fj^LSCv<Lhd3X*p60gv4jD2daqBd|(aZ*N z_|Utt)z0n zRvU;9iZ`B4u_#Rh~P%KL3rTsKs3k% zPk%nBn#*Tq+@^Lfa%gexU8{R)Gg5k`kgn5jEj?30Q=pJD+9fIE)5o&H9m>AGg`qqq z0iNi`2$ZtvmJ(%QmbPv~M&nXn{j}3?*b&lkN}u<0Vzjsy6G&4>^{87)Oi=;0ftG&R zubkGZy!f`o6(A&3M!J?%;jw;c6q;@qr?Ef zlpuEyLzPNl>y&LlBdUS905#eZ?pd#+vQL59+;llv3OhSzXxsjFrY*k032ocuvBOX* zo>nao&J41Hj7DC6jC7JpODSYSo_zf}p3FR%!Sbmng%Oy9<%_1}m7J0Bnvy?A;!II) zP<8|tC-e4g3-@3^wCdDT`dD`POEgKzm8(f&jw7!RQbaH&_yvNZ2FW86G|gVSMnQyg zPo-{Ri<;YRm%cq;mJZzREVxdN%}cY?VIkTcmPEIQ*V5B0P6%AFaCTEQPk%cv>WpC* z7D_SPRt@)|&?KGPNVF-tB88%1#88=>d{xOz5mlB>y<0OQqpjIIhTNQ!n{ZRR{-hJB z*Dwtc(O{?(Yq9kBN@VF}w;kA=l+@b6RM8tsj||9?v=Xb;7P{xyd@VykE*Hv`6DA(G zi|G62VH5avZwf989JaHaxPrn{`jRX!WuNDA@m@PgL>jDcD=BO3GMha*A^ulT2GdWg zylla+bx~_1Rmo7#l|k~ng}%Tj58j|SS+9NeeW~e{{LODJy}h-J{q!;673pIUWcoUY zAYF?i;3H@KIUi+A@}-KF(&4m+dgt58^JWL)qC9M$#L42&#xj_qKvnNCPj%%|)|ZbZ zRQ1H~YV-J^&R8m7(!lZT8~;Bl+Oj2dV;V4f&$3N*}l$2gV>GRYLWj@k`%u3j&5Ahz^@wa7<@wzeU%A zu`0_aaUb6FR}3=6Xx@mZk>`4)x(8bgX>A_oA9%qtG ztG;%x_p;8Qiy)8O_@uE9*7Y-PVV4!LIt~nF5!+pj4rA>LN( z)ADAU)g#>ng~E&)WHAExX+9&|2Fen6oU_v9a+5D^UE&SEzOTdQbjTp&b*gV#0V1ed zYLtoR1Kx|~D^bc2-X9$MN2Kt=KyhL~z}T+O9-r|9%r$43vg$DzajFSDF)*D`V5L6; z3>e*P^6n3TTgcXvT;5INc8ja|Ir^JEU<2FQ%+~kyy(ER2;iBHR05b*m{A4`!2LsVX=ui$ zwsX`Sx!y7Fr0uw|?)@!W%u__OmiLnPQ-Ah`2_-htr+-SF8 z&N%%}^?nW%w&NK0BesUgdaoVd3yet{cSlY@k(?EMz-(c19;DjP zXgQIY^yfe|2(4hBjB7ybY*&E12k-D*f(|IdyFkA$Z1PDs+|GZ#_=g(bcu$Q_GPM9| zy8Rz_K>t>_8aR#|z8^=NVNM^O(yN+}g=wYCHcuaUwDT|-JMd*s^3JQG?#8r53bq*49a?1#LN_8RbCAoPD?ug-tBG&;{DfYzt_ev%c&WH*|C`~6*oJ|!GrRLX$q>@P$FOxYbBEuEhEW#*nznl0aE35>W%uu6#eYbaI#0KN~o`pKr;kP*s1&+VVCN@ZvB@$kGDnRth(9olB?uR7~v?Ib^@oE>8YT8g~Bq zGrCYW4zETz#@0Pb*D5$$XMI&sxFtSIG%6jPM9w>Jc$JK3bTPwoGA>`|47Zb5pzS`w z#^&KK1tSmNj^-++R60lGJ?n|0#Yzx*$N(psQ7$cc&eA@A$L>(8@b1AQZZhdt9^-3! z);KG)m3tox9*_Le9B#^I1F6F=^lZ%cyUsPc;yTjaz$36^Iy5D}{AfygKMxnb8Z>#u z);rVsnRbegYbI(a-#tNLM__L2I@W$_75xY*xD<6Ka#I1hQU~dZ9PDz`>9dm6yc=bC z<*I3dJsd8pZlmNvWP67>{7VvOR>C+X`#Bw#9Hq)Kw= z^>iY?wMy47;n{v2E$UYsQkS_ygQ&|Z%{O4x=h?P#4%6(_)oWKC*agGiMEn}C{pPj! z1Ei{M3M-o!k`Ujq4}9%sHl^f4JvXeGpqEy5$X=#N#FF`rrS+{)W#~QgKc5E5zk~>Z z1X!V^z};7nXL0Lai9qKKC2|!9Fb2Ke25<}j`w_4VhzF_2qlE7P%?DkBdg#e*QN2-$ z)}6iiawM&tj%=!mpUOiQ?rM+mtxYL`|Ft5CPkeov4l4SG=OGSVWA@~P*WL{5DPzcM z=5NU;^1E0f9WP!@PDUiqW?VXR4)DMG)&BE-ksN7s^4Pt_&< zfu3+;2EU+H14Uo{sBoHCH(_H+8+$o3Le@g`tmWLjt!(^4JH`$!5@d-DO^T^T$9;_Z zVRXh7Uia-QvTwF$T!Cj685|^djpEC}GY*miKrmnDYBw}kz#psr=< zN*ux%?Bd@Bb_+M#_5}s$#c4fhnq{FC-1P(`6EJ+bo!$B1Bf~pDd}65Ln=NI>Lf%D* z7-ap5I%G#zLM>VOPvlBz4juEB^=Qf-DMlOuPs7F%HrCOPSag$S zZTuts)NA1dIRIC3FT~pcLOW#Hn6NOT=O4_TQ%DV_W94=;bCqrT$CCL4h$cCT)UlyB7D|cLgU8frMN_D;Lxc5%ycKSro!nVp*JHl-> z<#Scaix;>U^}9hmwQPmSN=4f^yBG59*Az~tYP-Y8KE6p_p~EFthc(LL)5GX$`|TA5 z2lG2Mqk~LDJ2DOr1h}NmgNbQN71z_s>Lw9g?@t7XbHtg4?+nFfsP(aS%H5cwJfI?a zo@Fx9V{}Gkq)lc>*#IRF!Ti>`EFE~Srb9o4vxt|ku{vx^gcv&~e-vA^2`ap|a5tKV z!C#+H*#VjC1JjFwo84kLcV5_9e7XO2Ik-fan(#SQy-abCOYer}UA-Li)oV(IZe6nZ zTVZXNb#CsvM4Z*IU)PJX+C^m`_Nf!N2Vee67V!7_>RMMJK(s?g*dIBnkThsy9%IL4bvxoWu*TX zzy9}b7C!-$9|Xo1;XOq{TUXg?si$@*p#0#%M;J}t;aPh8%cjtN#&o55xi)^ zf#E-s{EyLp+WbGqIXEO`HyC7uda;DRcrNk>Jldc2rT}Hv2&H@}8+~uSUiJ3fHWuIK zmtKu4iafy7_h`wa$s73wXQooVtp-iPB-Eg#Z?MVJzZA8o@R{`)qBc6%_FlGW;E4W#$eU#uh0%;2Yvx6kv-C7N9!_WwUg3uhdvSZ!L8D{TiiHja=+kqQ>P& zo;;daK%}L%U^raUXXzta+^HR6XtTgm-Fbo2TZ+&XpLmy4vyL;SwY2n$$1d z5F$O@6=VG1a3J23#TyO)+&q)O)LfG0R)2YmzH5k^|6SuudRqb!2`*lylguX=Q6zyO zn$piQ%6f?5l#85{vuWfJw2JS_7wscy&(J~CBtho6mox9UudHTsrmFTP=d!T7XJ{H( zmFeWAa8x;YBt)Vs$bd1atikDL0bv|T6q+&%$FOWigZ#W`ssqsV@v zIQbCFFW zY0fn>(1xkH9=yWA@iE!d{33g=!e#au=>wnK(>}SUuc{QyYS_H<$PYzrwBUmCdAanW z@9$coEt@76J@_?B(s$X%)0cScwfkzy?r9`LO>&Z{itwX@1*`7b$GD^dZoLdSZxc!` zxiF{6&j)#chX*H7B$_(juo6v72dW!qT)J3O^5D6riX{vp6J}SsDnqe=u|?2OTq1s z^X;DauY;b}COo*x0+>z@VC%>HV~7YN-6^o(haH65eG5Bgpn}DfT|#rJN4i(2xkP03 zv!|32{4(*$vGS&6Q`Pv%rAQ|s-QUV1+a^O2b+#n^^T_e$+PxsR9`gaESq|LU08|nLE=WYR66HLIF~ME9`nIX{$OCgxS8EuA4Vee0pw`YwN@`r}Bg6Z=~<1 zRi=K6nBqS+*k3q*Uu#Fjm7jNR3E>DQ7e{xA(XxgK;rB|!F!i19{{##=#Cz;aEhct ziR9gHyO2EaLFfJ;^?WmrdPV*l!ff12fHd(3ZW#k_e?nNeUcSZcI|{Mxt}EVB6xO{1 zH3IlIK0KZ3fjsUfOf2G-yB7(VH=636sum1qw7b9GL+FVVTpso{;W(>ysV zF49>_ju9X)^1xg+W=qe~@D}wsRZF}&r|i=3#bTpk=GhKLyW~8@h#%X6|K@9JC-9YMnreyQ$ZD%}g7ji@Ei4i#B`FXikj-VF zlY2=8-**0d(P%Wu6evnQ2)q0YG}S2Z1{TV2#NHqu{B|*`_5*9Kdk&n+!4vNC=4+X7 zAsp^j=(}^btFKowdj+_s4=o1ufZY}VqkD$CPu#&B@;$|@%eCi@7tB;K|J5^R3Quzt z^#fdKcVmnAwzI*Codc6)V->aP$YIOI86AN7NCRl(pL$^t|Nlul*9-wL@!zn+e^=qn z>4_s6hxh1f_$H!S1RJoOjCzuD691NG<+Jns*GBUU52t#|*eYGu)+>sRadTv@DWn)(OBtlwUx$uhv1qlF}#m$%P7)?n9HoDB4bi= zQfu6eIbIFksMJh6U!S9L_5CT&!(&cpF8=hvNY}Gp{)61Se>i6UdhGt&ud@OvW_*XU zk6F4lq#<&zw{tT34N!QnJlSkLR7N>cernT#JYZLx%6Hc!ZCcRvRnqac1JMb6Z`iCW zTWwq7YpK_8n!18|kNd|m8=r5j{qhu5}zYc^~LAB*2WF2zwi;wV@Q_nCimb68wXH6Q2j zsi{G>`(Sx%X2UZEkw4tYZwR9ofIyG&(x%zj0(Is2`$;S6u16@Ym5Ud0#FL?sTY1BU zUgh*~Mlwvv(&e=zk)+((6k*5n$4=6bjQ4Z(KVtqocdT+<6&hbvcd+A#W`y69fUAdD zfd48KJT3oGU9H+_1DJE10e54AH+I&EZCh2Q@ZQCCm`OcnY>YepjdlB$hdw=8(CjS) zhrZLH*my=k@At=%@}^2>Mc!`qfJ@X0Fogg^5Q;o@PB*MroeUD7Qf+L~jZRHn;r7n# z*%|Ke36u3vCsC%wM8)zQ_it2$JD?&y?!v=^mRB4ECtx|vh{nqAiK+MZp_Rs?1Wxkr z9;}I-_dSNJb6jHenVg&^LH9{Joz9Ycw((q)U$D^h9LUG`Q-B19T%OtxK%KnI^p!}z zApS*NVZfzHql3*NpVeULG_0oT)UucR(@{XLwHKrMl=Ioov0VN2zPVR{hwxE3E5<^V zO)$Xp1BwGs{ieGJG9JI3ozB}9Dz?+AFV=lui**00WD3FT`cI97;mohe^#NQnpKr@f z#r8>*2^dHQRWR0e$Bf1D;tn=eM?76%ev-d8U-)$!E~r%H&}1^%ry5F)&ZsXYd!=~? zfvLVYDsJt>CPJjIlUuBG>P$m3PqVwXUEZ|Lo4ezP(ILF$sxj+fw*lp`&KK#b{kTT; z84c#0)ETYIXWZw>0aNMz-BxYT=@NbUZbvOE>KDZg0x4r$iW)mO%)T1r=-6keBEq1`nFKk~`K~ zUg5fD2ZF`>2wpUJ_pj+!Q_CuZLy?^d!=rp3CaF={r<1D=O%`Ts9*XAb`l{RE&BXE;dU_12MJEd;p1YKEr zE@ZxiqTTt-CnVA=VooYzPP->!;Ov=sq_&a39b3hLxjStZf%^H=M)Z;HH#rVcs2+dK zV)R1SnMt~Hh_`PoX(+aHw%XP_sfi~3wm2n7XCp*>yTFiq$W%B1d~{s4Qjb#3xSOkc zlcvP*c4t`3p*NwBk_9}t#&Q6G-3B*UAn>E2QHfa>Vb(s|UsCbV-Ll$L%DqI*fIE|T zBU1{2F;+Ptt}xYnO`9w^#b!PIlruYjRBM~4udGN%fm>T4{Y1)_%)Q;^X!b_mj6%lp zz+6PP>4PfA6nr5ef`I8vukWL8&f+fK1C^bA%+zNNa(3><<$6pC5A7Pv@4$rdfGAW1 z6xALotc~$^b?Ckno60ILE}LubSz?NE2Khr zbE=M$sj7X#-vV6xrTL)+grx4|dN!U1JQEe$U8M<1>rsO4rMBm(o8A5odtV(FRkyZ{ zi3*AeD2)n8iAXmiA}tKvp>zmHH=`mTT>=u)ogxek14?(Nba(g6_$_=w^n0H3p7Yl4 z{PF&wFvH$6d+oi}z3#Z~>$=oduIfHmNtC1~+Zf5F{RRC9XvYH4?KCFEdm_juzf)MM zUw35b@&_10Jf&cOB>CBo`OlhzC2=OVaA_Po!c3jup>yeOh^sCydU|X)yL5Gh< z<&4>*OsLV*j9e6{*`8gM|b_GAYCX?l+8V^*xXW zT!=;UDYO%;8qkQtE?O3tV66asND%pvr6YZ+p@=LVkGNBa9 zE+T&v`GI%do%_9TEvwuFX+3!JQDJNlDN_J)Z#@bTWF>Q)(0m;}fP>h{FbC$NoAFp1 zFIzDWZzeQIp zVDLoCJaO`743lu zXK;Kwn!)Wjz6*~Eh`zR^kfpNM4$)yb#qvKYV;?u*YE`Z^C#0oMjFGXh)kCqMRng>q z1@zbH$MOvJoWKy^zQCpKmxYG4 zetd;jt~(~`sa{ij?ivrC0Ty~~hfOxi;|R89F*7w&uLWC@*oA_jh|j+X_I@&*eo;zF zW}qkq3>H=i3(SPewmQETpW}Mo`vKkCD5t_6@W?+}sT8KgAYmq)y9<7Q?70*B0ccK1(n(wL%4Ku0Oc6$_G2rriVnH(^U)I zZS(Na7tYkeoSku=GxN z{r>=&dNTH~Jq8cFsI2tazWh(*oPVwV9|tSs0O5K*_5|>?!fIj;>1B)983hYeoHCc< z7nDGbGcQ=U_xsUhpm4YFIJD7c|7Ir70~qnP2*~&<#W>#n#c2L&ME}dL)v4Y(H@veu$jv@ghfc2Em`mX2<(3&dreVr&- zBo`npfrrI%A^zAp)zFj70v+N5!Le}Gto^{tp68TFe>(UHGJUnt#B zsQi#-xF=?mv%uo8Yl#>!6QCROb{k7AiM!%f`-zetyPxviE24$1u=doj-a6zpIJ5Ju zJnt9IB}3qQXP6&A`abPMLA_nsyV^Z-xBWOC=f`3>IEUYPG=D`@2wSv0eyRIT#VKnO zKg?=D(e?g!;p}0R3K7Le$yMWso=w++Q^BzpoiBt5ci5Zt#1nj#xCy!ew#s&L1SevL zcxg8TYhq6MFRJ<79lhpYNM%|_a$sPHq$1o?-^BZ5}*w}luc0JOV@0^+Pd!F-C?yn9j^dJgy163S~Tt$6a zTAqtEaT1)x`COs-|Im&H{VM=3EtHAjnwayD0qn7dy%uC`&iZ@j1y1fp4I*NBoS$gP%iw4ztnQnqFy~{ znA77BeO`W==nJ561f3SZrAgN6giYgOBC&wr z99yP)dU{0qs2SB^^^XJ06>+>EGyP~x6iqzxF}~~hlV{kBP(0e?PVi6m$H-7+{IlTe z_k%S`TzrRUi^$d;>0<%K9^6b8W9m0K<2}b_qUOcM6~p78A@vpik-&kF${!^GbA_>i z)`2J|QF?cvQ9%U$dr0WGEGwz)gJ-r(iFt|Hk%*Nh$)mOp0J9sU2%c`^rwbXiuUcMf zT(csnA2fp$BHQzu^H+F^o^#f%mgK~E(?lOEU-e`FWxn4igSh-u`z9r&4E#rx8q$C`?^=|yY`z<56%o$5Ziw7)wPOj173%sD|`fmA`Se*=n}?F{26WI zVzP=0R=Ax)__L&QOuK4;z?Efr6A-wr3}0a?%P~n!@b0pj%LDhZ1$wm_fVuQH6C9Yz zc<`dFGfN+v-w3}X>g&s)rwo+RdlzYJh+n^?QI!(-v&ZEaV-f4kigUxbG}>xj^8vaJ zuKb7(vFmKL>YT?|;x8<4hHP}F8k)H8Bewr#{MjT9F3dFI@?5ZMU7&-q=j>5x^t20; zX7{f#(QoWow@sQAw6m=)JbfWx5d?Z-ewUe_&iw)8u*qUJ-s2jvjj3yYOYLo*f81Fx z@*(RAw;}@re&>bFy1MJmZQ~g&)$-SC#xc0qP6(KTxczs|DkUS8-i+~OKiY0tk(+kQ2AA8cfybgPzdPuXB!Gwtz1IjTvP$jF3}Zy3^Jo?AI- ztNsqpn@YYTqh(|?cvCr;EZH^Of)2Wi823Eq6hc54)>Yzu{eJK0|l-@3HKze;i0JbdM)rP9M;&gV7J?M;5%5g!bd)IFfqMMl9@Jw-Q z>Hs=QS^=oSh0t)wD1M@P?~JW~#wf9k*+1*?7)A#`Av5h9hijiF>N&xSZS3lf{hWj%Mx`m0}q^E&Bh z@2*+`r^}Y44!<7h+>Aaz+mK2?kj@g{e{+;^q-YNAjV|(q%rv8ckN&BjQA5NR_U8*t zed_(J?e($G0vciU=p|Q$x_%c82fLvI*VOYyyZo?tC~#?Q5OfPjuFZw6^Wz7pxgCmB zX7h-RS>VTZfaj*6oP3lYej1e2O>`Z-^Rxj3w1@%);twYIj5^?*+@{w$T#ju~3a3is zORJC>0qbR&EbwH7S&`bCwbewSTgUBDKP)dN?CF}tu3oI=vsaSYRgJgihDQtM<8Utg zOSBKb3H&Ril!rJuXKFxE%6!BE)eh=2F!f{f9-q~3_f*JsoHPRh-Q;45{i2z|j}xCI zu}@_(c&TREqCsw+-Zd^{Epj)#tz~0LPR`HYX?Y9e+X;c*i>d|1TWS2KkNkTry?c9} z*RkR`hT0y_5A~TQ$k6P8+FFsh$9m`4O|zLk_^Sik56okurd7Tpv{_6X$(!Oc;jQHM%i*O; zdZwu}e0+4|4Bs${$3is|JS86}5Ya5ZU{*lTnQDfh)LbshWX+MuiAuZ=8+i31DcT0D z5dU2dz10WxG!s9Wc92lPlchxO?X#Bx{I4VO5T!7>=j2P_8)yaFBJVjRu9^EHy0SsU z%@A5-Mr9v*0huYTwWFUYFQ1y8%+4G}Q3rd@OLXRqpdIv9TW|H7jwbT0*pDSEByR#tu9JX3CqZsx< z&~KzBwJA%)6wlN4T7cB+)J;7=Rs-g}b7T?lw40${4ts~#J90ElMekvTpTRtkS{~mR z_)Yk|*MWa;;z?rIVOVN&d@^Rs8-Irt+3`ank1r@eSOw~wYK}^oSYlyJ-jm02{vIFT z$72m+EOjk7Y;2aZAwA8GMR4||%Vi#b@342ZQH53-!Fj`boOe4)xd=%DjMd2ng%F4C zNZ1E46%GR(y^NA!Wmp4uKe`x%`P!K$wg>HUFSB-Wp6?VFe-{%SzwgjrgE+u4jNSPR z(2S2>7hgCL!Sus67=aWFHR=WMJUZfXPXFK@fGhXWKq&4Mi=qiG5BRAVq*=1Qg??P7 zb+`tWee!jsyNu(SS%wkzp-0 zs@CKhrK|k55?G#!)z#G`WCFRo+hS>d!D0!jX!#!4+NERvt8VD(3Kl?Z-n^G`U zMd3vU1v?;(jcG@QK7XnJ4q*~ARusKcYo)W(?i@K2L3>v$Hq-FuyvJoSj@YwF2_HtX z=;^=G{c=p$;sgW3sKXh2bzMeHDLQ&mVdCRnQ6*xg4^?*U2smp}I5Vy>GAo8ar^sE~ z%Qj(~uoYL36f}uvmJp}4(TTUg`%G6?um8|N?06TGMl2z$TKK652)>H|!S^j(Aoz|e z*R#g3L#XX-npRvjg!61g1OM3~5nJuZc1YdEx#v%rxW-Q{sLH-`$YrLZZZ?eMj_y)h z=xW9_wW+(p@>S8+FHJ*Zl-H`c;<4_lf-9DM=ZqF_tl8;MUJJz@s5XnfYV04H4Arsj zYT5{;QJSIV6DfjUeX(nH^yXbjZy_5fzt!~o`jqKn(s{#%tUuKZYgoAX?w!t2&=4M6 zUDkcg93Mr%(Ea+dJVQ&)lia3dOFNFDn^DdO9LsHE@30LPw$nt!dw)U=B$JVr0aFqgu0zb1nCSZ8NfaZ0G{$T^DTGE+w7vHz@|2-ycBGw^E_QCrszm zWT8l|=ST=}6l!eF;mLC-T{JS=Y9Pp%y6w0LH1FqMmEp=L+_NDt2Yf5)&+F_?jq#&< z%{(G)wI$iCe?4ACdGW#6L5ytipzrFLN*7f6W|>x;75zXFXaVp&epdf183HYUSW@~? zREKGc@eBvUh|G7{fp^0X65vNLKdpq^7>&m10Bz5c?~)G;!H^(pI<>={0r z3BX4kJUU~e8L-cSAo0x$GBuSV`@Olwy}gaDtvt+P+s!;C4%FVHpM;Y;i*R3`7g$n8 z40C%Tk+3NrG=AD)YsFVnQzCJ)r#iA#PjRc-*(A`{fY`tSCTbh@8SWmw0mJ1QL7pZ5 zaZYk-HCd)v_h@buU18PWaNVhTf*m%w6K7=&e@*cuEG)rZt#3JhUl@mUV?oM{!F3IG zTO~N8Sqgg+Xgj7wnu%!F0`*rEoA^`Cj#q3Lo z%xuebspo)(4%M^Fd#D{GZalLUXaLhp^dNO=~^S(AqtJZcMFqq zJ3Zrq@=b_%EL(IDtADkGSY(e6fO+AC>b?Q^g(BhJIbWrSbqPNGIWTxQ`oRo2P#uXF z#82_!2na9A7MY<2@5X2A~wrNTJKnq=R%i&&5aUL|4Ps8S7;<_+4F5*Tfx%Fj zd;w>)&A=?LoH;Hk#Bz@KD0bK6!x0JjR{IWH_kP^-qq|OP-#a0`(y42Y3{f>nJZ^BU z$3$+SBtZt)z~=~&p2PDZr)))RzPEy42$_PP>|_O2;P<~|o8D(t)5p-6gES~|425)N z8i)mo8P^!B1+{m`)>v5@E8!4sbPdKN z*@^sCc)2ZPpbm78!!MupqSdPtf8{UiV$8TNY6>XmKvyU*K}4OhQN4FaCQBoG6m1Ig z0Ws!B;b4#F;~xpe4f+a<^=^_9ilu%$-jj}@3jaF#>x;d+K>vN%cj>3uV%Sw!gXI+Z z%r}fU@8xRPwL_9(#4E=LCy``@ciM7_i{*J?fkECoaXY+&*{ruS%z0l6pDI4Pn~9cl z^lp8pZ9u+4w2-Rb#@#P=<>)bD6m{;Iy7=s@R@8pGx#K_H=2qQE6 zC*%|!DRz|JPcql<#2Ls2#hh3)uW|d}E%e-?QIxxCnmebhP*1v?q}J%ezQA+T2Ig|o z4%YyO-A-oq9<(bC-~>ZCw*@YJD$Md+-e9WM#K8=aLbrh$ON`e32Dsyaw3z(wKt$$p znM#UOmbNE-SM3)2jV9(h)#NMW8!4zT@>SQAELJz8@gAr83hGNH2_yyzs{;co2})QslNdE>-}pzFJSJ9uA+vGJ#tB#-VvzM>>~+Oz~kqANW<#ML_b zWZqL&6__h(MDnNhD29I@hzWPy#0_mx^D>l>;rDT8DpQ$ar;MN`f`@C~UP`&*A}I)r zg9KX>H^v#8H0R!JwuHQQMIDG#RRNBO*}Ka+Btc6`hX-t`=<57%ENb8@}@Y^6mqCw95Avd(_107r>01aYpt4Op;kFp-TdE* zZXc=KWVj&(D~Hv^q9P1{DTZxKq1h;<@Go#J$vR}to806M@65N6`T&<$rGpnpljf!L z@=j59nUaNOnbO7Rm5?~Bi6MNk-cafskU9vs7I*gwR zn4b#K*ssYRm@KGv+8b}&Jg>|R!i#Sh?hy2~=Jww$_oq;MEh`0a#euvO!$_CDSiEkv z)u8;43QtQOq9TB2T@3}B4dUP$qAuI0uiZ$8q&WSo9Ae~$apOn>&Xh)KiQ zd%p7H*t)K)?fas~{hog;R@WwTHLM{48@Blrpgu|xn8i% z8=a6P_kOhdxfdrxlpN3vt%YiIIA9Y-6{iD`_;zaZg%9bY?y@0agME&cfnN0Y1A{2MP1Q&N)+5X$6 z&0k`fpUXzaA==a964lArNMR`!2Qn=I2Ud3vawtRPKnC{ZKWR^Xss7|V(W zp4;%o5vBA}ne@{a!VaijJ$tQsyGX@1g-nL)QbFqKuP8L%F&ynd?3y{3mefc6(fVFb z_v@DI+aTk2N{pTzBpvj5>ZwET-K6MGUmX(K@3mGVeJnDARc1f8xo2QDbJ=&V&UnTl z)uZyxz|g*uNRcVEycPaC8kMu0&uZ)Z+9UEoH*AUg-R~`Q-UjOg@ zn?t=DVmc2g_zj~72X)<~bE%D&^cx0Mz$7`U7&afG8SwC`7Oa7P4qd{r$>w%Kf1#^W zRX90e>Z{kIP3ZAv33M@j03J@Vx5@Kze8XVWTE|(EXVp5u0{CN)tLu=ofpIe6j zJSz`AmoVH!Kk9&0A+~WfO!1@XEK|zDX{=a}07gV5>>m&LZ=?ZQzH}v;^$wXJHqRCR zh68_;UrrA$1h$TYiY!ai+B35qm=0xhc{F#<1x(^#SMmlWk}>Q4OnXnXU^wJht5Fdb z^+hw3JEjXu$}>VXfN~fi_tGr%-Z6x|ND59e=IlZ@MQ-oKQ`7Jfh$Wb!H(}ySPmksn zB!Rt@yLpt5&8S*ep=o;0+#`OucddAOL8Br7>9&G6W+T6?F1nxr|M5~&kzUu)-enN9 zHmVy)pA_*>noqr{|30!b&us#60P;dFVXC7E-s#OT>Yv{@D0ma~BVU8f10)saAEnuw zqcsuZ;ONdvKC<756|our zKqFnYvsQXczbO({$CBK#X5|BXwm%c=LiqT`R%HWef`RmrK>y^A{*(oi$PFAMtRB#G zd2X>O!+aGgaqlF6hj5%iPfsUbja*Y@@ykqP_O1{zU%_^XjgWC&VNgl%x7fTk{0$=u zBA%}rLj+8(Z|n{LtutvzTJ+Uew)Jrv$;|q#zEBuC5vpl>PiLwP(JRlVLW5TEUrlQL zq47GFkPv-9)uKMtN=$MYe@sRLqPqFu5D_sauMkO}|9)nM7BY&Yh1>5WWyn!grF@4l ziH&{`YcXcOoh}E`_^M&6vX5jWl(x-(OxedDLiCdDbhy3O40Fu09f(m{En8xcK8~Jl z6IsyZ^N2%h2gJ(}89VdBDW13A2-l1)m zdL8ag>4X5`iJai<<^hMVt#XI$YRWV8aUiWd1u#5I@#sg{J?p41J6R@^ToWdw1kTj? zv23dh%HS~sy8lLvOczs+hJZN*TJxFInH^a=00I@TTsQHZ3F(9VDPi-dtdu^5(}yza z>HNs(95o=3Q#~e;du@`H;N6rgWoIQS7^)05&z55;&NJ=&oZm1SDf=L!Zr?COs2tBi z7Ad|Kw!?2&`XR-!_?buY zkYqp9o?qO$y#PeIhcim;Ql1SxVvz7BcEIKrY_6cm4pZxDye|AKqd|AXG6

$bg-?CDSsdJb&<{kw8Qa~DP4D=@vMdpTv zJ|gR6f8iOQwuDH?v$=1babwZp$Yn^+@gB@sekVFLJ39ZfGqknK>Za z0kg++7lE@+O`QT#%32_$d^il+fn7&Ymz34$)l;8+!(f2mEGf~atcN2jLF3h~@q$Tf zuJ24*KjWk$>x1wVIPZv~Y=2^>GRp1<;f3gRZh?Z5a04^+a2XcdH-e``DrVK#u<*t~ z8x%W!P`~{|_g0xu+DF&a$2Cf}W_iLkDbjlZPcje)_5uxd;|fTomYUD-umtJOv2hYT zSvvXgy9F74A6$cZPuxuk;UpBpHTo#1uGahg%cI4Cqq$`HJJSa;EWvNoBSik*`7$1j z&sdD~FVimdk7pQ=FlurLsw;Cf%-_R@X^E$wfYa>I2z;hvESc_)jE)X}`mZwO!jG{l zjsJZ_x&Jk=|H;JhNnh(%z)d%>2|vi_q)Wk0@Sgt{@Q&l$m-d6}E3l=CcJw-6u z$hX8I3YG^gWNC2j@u@aKBUrBj5lP}h&5n;GX!0k1KGCf>rj-@ z)SA|j8EHHKS7=1OF++`VQHRaXB?2EK@O%_NN9Doh@A#c?@wN?Nn;6}&r9MW~S-Aix zbn~u;3#^3|a)4ok*jWNriUt_O=~G~#^k-=uUijsMaL^Bl%u$ZD#{o7)cQ^9&@yWZ0 z3$TVzV5A1P$G%|*Wk2utvxn7_-EsTksLn)sPlz;HJZeRk`VC(l^jwaW=JOZ%jukkv%4rNYQoG*CJPA`Ccb|=X>`&8^UlvXGsu8e+ zmH5YRD?Zq;^YE(LxDpISxq^+aR z3l|j>i%mI5+RBeAMzE|hiouCFUP2=3;Y>eJ{ zSJLejxx>kHBQ{(V+&KTBy#tA7$;VwV;EqYAWZaA zx45=MwHLyTlO%3&OSuDk{hYDkuEp3$xorNqYhedauH(FuPzU_hOJcLJF|CbkNgTFx!$yS9;;}E zg1mV&S4L8-cI0BxwmuX|(HFbb1v{FDxy$zym^i6j)E9a8X$sKpQ{srv8^@%d4d=E7 zm6{KEucGbF!`)S^=<~Vc0_Z<+mdki|qHB6!zpIcZ9^uLWN~iBi;$^5Lp2Uz~4d3;b z{@Z1k6^55@O4lD_bf=cktcZb9&+iFt@Owp;Q@~(z9)~C1<=@2Qa$-JioAUp`qkoIE zYAa~o#Io3=V9we`MpC#1OvoSAlJR_D02%m+-kto%hqEmliQ0)^QkLNXHCpdVR*fHO z2U^RfKVI-9IR$`AMat?I!1CaK(Eb~pyi6xiyPM#1SfohlKwdlk2b(-iCmb7Ak3jPS z7OMhJi%p3<;oSML%^Pm$bHKDkLVkRn@n}SfrrP2)iF-UURw2b?^`i+^K0ZBZb?VK6 z@nCJX^IQS`^9g@6+b(ge*@@Tdyh4&brsL+t!yd?hW5Dk>j%`sm=^k9<%$wXiFQ@0> z#2jJ7R=%$Ia!1_cYmiyU=Ta_fQn5U+P~IY@z*G4Q$$+&3K(*FJ&Rgv}iF#Cf(cNFR z#8>ZP?pi}efiR-G(F(p5`Wi|O?eg2&kVLts!`h3E2PSSa#V}pDnciVBbl0p??(u`v zB_+s5IOD-C*s1!F#*aH~Fv^Gb(1&12>Ct^GobO`=Bwz}Bf71J9!E}ttzcZMC1z1=r zxosCHy8cX2i1NEQeVd$LOp5pQ%6ce3lSbOQ|8D&LnDk^08}(?hyLsqs@85vItt}z7|1$++^tDOuXX0|2Pva?Pixa6 zOh^AJJGM>_BgwCIrDog&QSEU3ky}pTI?>TEx_Q`%F=dUC_NprC!5bjkov^wJIt8QD z4aV~EOmR!a{0HTsJ8U!&@6KU7wNQ;+_gfs>S^x-HT%=Lz7w*d6w7;qM`_MxnqY`Ue zC_kYBt*`p1c+`!w#uUMOeiW=POYXf8fqe$+cY?4FG6$T5JJkE#^&W6%SUsR?gKnf` zcKLT{*?+j$KIwDhZ+>(aXRYxdU_G<5LEBG9`ocpzgCRI#g18s)$GK1s8{lRCc5?hA zZLb-J$P>qH*(n--S+s`=OER%{yn7x1vX|1P$XLY$7F$eDlXCo!8SrxHx6-+6V zJd^gk8jbnM3%XYN>?tE6VxL{9@_iap<*2A%y{6#`H(?uz6gh4F?3Ok&CILU(9pwWm zJKxQPhJ2=#@K#s~ZgSHKemq%dsvyj|Q@kzXYEi>Ot_DE=mkaW@72(Jo5QJBTBWX+T zf3PvK--O<%WeUZ7!8`3p1d8U0!QrLbY^mb+`8Szx+_Rua`0qzUCh+q>TDgdP5Ac<^ zo5`r4v~w*{e*E=(tU6z!Tkwj{3be1<&L)~nH#0ExPtyuj2Uh%(f{N00BJh@R`19_$lIGKm&dgs-lsD^FbhAAPej7tw;Mio`_>QlVJ7lVt01H&X5@M)2Skl)Lyy1)_NLec*wyz2Q^qD8ZnB&;yqRkF~4E?hK&B-9>Z_dt;L4=RXI~$lq zUV*HHYW(!c8RT2H023?YHw+_rROr0yex*S&bmP(P=&0D(!=gc=aMMyZ+?On%dF0~; z4C$r1hjIf!oSKsNlCB@7%&l=Bl@}sMDY4ljTCk_aJa7#e&q2MW%6OJDn=uy{Ui0}` z_I}Ph^3=PhR#eHMq8&*VH(+D@-eAkZx!N=)El-JiyZWHwvZIajPBvX-%-cmm)!DCCg$2kg6`HY#McK0HL`|Ri)g_vE zh*nYTHE?^+X1l8vFX-Ax*Ye@*n8s`g$@lE=NRmT?4-e(=%k=~w2wR0cje90QP5G*7 zO}P)vyFSy}!@e;Joo&5SOW;J?aYGw}kOrgimX$g!M+VQZgs}BH8KK+1dKZ6q8UNLv z|0*TruO9k;_v>Hr+yAJi^;g2C|Ebsiy0XQuX8V8R^)Fk4JPhxa_mo`cb^BoXO*8*~ z=`UQKF|H})NY&wClikY4*Mv&@Tt-#TwYT0(wtY5VL8m@h(YEWwEM1QpSxJ{al} z-On{i#3nh|OmbB~=O9hmi9DFy&H>spwtMFA&57FPN!{I(1<@0XvIX~nS;hf;vL~RP ze~;rlxewh0k_VWe@cHWJoYT)m#h>l*iP9z(U{!Pbzun+JN^ku$yTK2OuYfw48Us5N zGY;xAh;c)qgPQJ)KC@c=km*zDKuZj9crj7^I60RLoRd$$Il1d+1(IsvD97gG$dj%8 z0K-^o2WZT_HcsyEkO7rpfgD)F8Bp`cRe^2e3Iq3&Oa>(9dJ!OeI&riisD?~6K@JZ= zc+%PUxb*O>Bgk3?f;f9)h8*Rh2EJ)JosDp|@b$&)8Kx)UwlgFc;;~#0UI>uCPuqd* zZw8<%0T^Z5QYI5bB=2B5JLboXl3pgThi>o+SOX&0j^PmFKRcS9zSh7$8KMMIH#A@^ErP6|2-Q!!51j)AUYC$n zlhl1^db;T(gT&)L>*05$l@*s+g!}fmealD)l6Y6Ya^52QkXh2{>|&L^RH$lw$oqhy zoB5*bdV~DiLG*$jtjxb+sRfR+kLp4!Eg-g^z#T6uO5W7yVoWGf^OW#B%^uQ>`9Pe1 z_X>orF8c!OkZM$CjU;PS2cU!yu7C0p3Ue?wx@ejpHly4F=)C&f4iwa&*9`6U=uHi> z7W!E#ZEG)g@sMCgV_0>Sm(`LnmG&!%=f_HT^a@S9Sg_UOy4qZaZL-wQ=H^71H)dpt zeca|@Y#u|X%1&Mql1O`2iS@xJi?YrSEVXsapL)p!WHh!&!^4*Sg96z~WW za&JoZi0&BEe=cB9aAue^OwH?Nm@&$l6^61j65w2GdsGO!zcZ}t3@zgJ9$MTzUB}@* z?Jr6hJRO`Ya8B`-$mr6FRPx2@%6RCti^2oYT*pE%Sr$L^odyDU-=ye((8&hwCGCJW7FU)mb=h@a|XNdne`nx z_#=OxkgBysW1M~Y*d4xou!hdVP=0{4_S78tdOBp$X(Jqs4Yb3EAQQ5%p1mnXBq3Op zZ1dZI$p!Wq;2zS~>a_M*K-Cb$*6w1UmOSQ*SOdO2LqdN8*hK^7a)(NZ?_)LC|#p|KD{?l;XHCvT2dorwT;XRnn`O zQY?=OrX<-R-n;uR``VB^y|f5|)RPz2WjKn5ZrliXTQ0CW#&M+6fT|BIYTOLW9c={C zBysf>*4Fxp1$DHwuS4#KVFmm5c>ezrcjzzXp}jfsc6jVM95#Uu zl0^NrFl}_h5iAOom2IEckd zd7fDL!QzEQ`gi0P)-lLHoxasHeD%H@7O)$Iy1@Z{&LS z4T~Oe1TLhLuFc-oDWf12Avj&pRMJZPId+hrY2)Tw{^40b>*YXRyjgg_FN=RP$dezv zO|Tbt#r%I^*ZWTl?|)|Z?Jp;ENVeblJcP~9wxOm5LTaO}ksXQ(-U4j)ah>$JTm2x? zJsBqCgs7~i?iTqv^GxCt9%v1qVXM5^qjr(6Tz7@P>hN80$xQs;axS9QbKgKFZkQyZ zDzc3ch8LL9M;t~qzoJIZv&6W*E)@s0nIMlD3QAp_J7NEXuhObDK2z{1E5!awElVk_ z0?R06lt7(D$rYAY2XfGAr!&k=&XTzY-pPUvf$LW;k}sk>XEY;(WTS&W>2kj?TOreT z#Tp>DrP5V(0>6r9{X2Tq2V@GomN z#ct*nZ!xWFRz2woz%@bZ(8!MJ^1cejJVaO>bns&hT#S@C{!qP3YAv3D%n!kbuEMyt zn`n0PSHBF(p%wPX^#AUtzyE5oK9>O}I#^TXR7>}G#T!!!YA^VD7yBH)E^qXy*d5oG zuJY8?P8WuRp|~a!Nv3Vi4Gx@VAd4srWM(%_;!t}Tjvn+t>8nGe^UaTbNxB>Cl|;f{ z=UO~NUb3KbJ8+ub>@z+i7Hym~b!PP|X^+66#xOu>#gT_P>ft%5>^)mf2U=%G0W8qh zyVnYQWA65U5gm>`2;6*e9@cw!>Oh7Ze7Ag->)rld36`srp6Qe!=-i&jp9XF4*T+zR zFTNBSP&0IxuCIMIaECG&d}0W=*(XLk^_Ryy);hO*%l(cIIJM3jUtSCc;|1nn=}+Hz zZKBwAK!%XACI*tH~>%z(&O*+07FX=OVz}>u>Bx4_?rQG=_!|V3= z6%6piG^G3{pv$oY`#v?~rdzN=-hi(TYR<8=mr%XK+f*QDziXitICxQ@K}G3KVX7Ou$(ak`=$C9hjG`Qp-VPx9uc zRAlDr-<=4aZ^R?;99`Zqe>^Yh`1%5v1P^ncBm{uD%NGin(XyDe{L5n!z_Z1rQ33P* zlZPTkBaXBHCQ2&}f8m|XiouBI@89{C$KZ*rYktnm6StTHOaThvb}&B+OiOSga4^q;`56!SfCIi-*e|wb=)iE;lAM|B%7ykr z#G_x=+c%7J%an$LNXgtVzoOe)x5vkQ!4+;(Z^eQ8%yKWaW(Z&wGvqlUa4^P$(76My z3O^0I-KKS zhVam0H7|{+(FDBF_!sXN>(ls5MwX)coM}<8?PF_{EYDpcTeMHPWmUyMST)@>jKt5&zyG{k zY0^Y;f0V&2`079#^R@Gik=u*38be=ZluG6(CTPjGe#?1jq5Lo>?!spOOm}S?(_;UJ zk!LgUxTgPV`+Y=qGew?$u%i2*7Z+uoZ?G#|8^ugS4&Qml#gU9x<00J`|BHtDoRnRmpu0xNi%df;nzD|%BD zGo;PpAz8MNCD4d27h?1-KbN$)ca}Ipo0f}2uhW|eDGsC(5?->{;9N6|d=jIXn6IdwzkE8B=cGpWg4|zTkK!N0>^1du4IN;B@3hi@O&W zuS@6trOD-jdEU!M4~-5PJqahfZPeJqHfy+aecc0JvvjYX=3^ESd`MQEZo;kUcU>Z5 zQPGyE%v7ZGgEqFyDQ#vG7Bnsb6V!G4LA7DLjvP%_j1%B7_?-8Cf0Szzn;wffAu-dI z!7yREby@6d)z(dwL4kPqm%<(uQ&oogj+@dK<8YMyABV98b0~?N3Vk3_NZdg-$*j2u4btXtTc3ey*+xOuf8v9(6|a~d^|o$XE> zj{c_&bB`VR;+1>Of=MIljUNK5oruex>P`qWj^nD~SM9SidN?K@j_%8jiJC0EPQeocI7DnHi-f0Vs0JcnwDWDws*5cP(o#|nPMyH6+-#f%5DSE=RnhmG^U}mM4S&8 zI;pwj&8R|D?26Is??dO(dL46x>;{p9(Y#sthg9jtt@0KZdSXmi)=Rx1>sisUxDqUzPQY<~NS8HHMejZ5^bFHYLm$kN}hx#R7?{MCh za~~m<8t>B>{^+?#jP1$-rBEb6FJl7qs=bIzv5A*8)|a!)CDSz$82m5e>*JpCC}l{W zmx`Z^#WCU#?w9Qc%5*Q!5agIm`Bm{N~BPQAsBaDD&gd=5~bv%6#B(*CJfbHZ0bbGZg1gRjsAAoHOeD9t4 z+Yf_8Qa{~c6vB9VO7q$H2y}dNUrQ9;m)M1XSGFaLw;ImPt(EMqv`;-GTS#40B!Z`v zcAJ~#GBnar6^80Q5|Ig|RLE%Ucy8@<`7X^ifvI-)*j^ASoJ`GN{}l;IU+6!9F;^yI z?~nSzf2kM#wra~XyV1uE`T&_8Yg!|H4rJi2&PQr|9$qA>i#1}g_Me=g(AmF!*-+$; z1W_Y#W+HYbZ39IQ(WaKC7WOu&Ty^1Lzt=q_gIZD2vpJ$S`WV@*mrR-}_rAJRr&2{T($o|yOOSbKA7}pFP3+fm+RJzynNZu8e zid{hBMRw&9?&pm&V$YLZimf4HOL7!WPi-U~ZZ)i9t|?Z3N+xy1sz;}rZDAA_QQFIU zJJI-N;!P!X>1IZPX6DmUJO*5Gm%V>d8OXvRHff!RJ!d>r^VFfRZ@RWD^}VZnd*LL_ zX|P+owU)d;VY+i!2U-wODq>+7l!v@{zJMZ#%1_s?x6?!6-SoA^%MOfRay=Zcq>m4~ znAC*PXDpVM5~t6V=FshE!^mLrAwYX z$!$Z{DH3C6ktTzvFHbMdu-`E!o-y3SgfLimZ5cD28Ush};YC=k;gCj);*dx7GXo2b z!?c|Hvh1!Fo390UH);))TFCBq?-1{;1MIBL$BnTi)hw7nA+?W*LVZ~A4p;lMV~7^C z<2#7^PlyQqt0_~5a+dLIHDzBM_Mxxui>$YBnj&_;3Snpv+aX{rlyjTpbhWdy_PBvK=E3* z#gstA&A*6Iujkg7UqeDz8t;EFd%amDI>;11B<{8y=t>8*dPr6wgg=A00Us{vVTGI@ z7$ZKDC91l+%-)Uv3AO5^Yeqe2(GiKUIs**u(=ztpr9*YQTjQVif;=(130qAlG80N4 z=sgP*Xt-0ZUCn>)bSbNOiUjpn<~GV^vWTs>XEtv+D&;Qpu@C7-m^{;sVla&dvU9bC z2`}+ zZ)ZLiYli1LEB7bIqc6ml`+bd#J92h+5zFvqR(``ZkxBbB>lLjhy;DZ4t-@WqY@GUqA9T+w%13Up=6O!q)oJLD zDUa~GPxM}`H7I^#CAc-Z8V8&Q z52^W_luRei?yF@P(^^dUxR9=`w7-v0=T}chcPO4hkVs?3pPak0EOfW+o@OLchP*t- z;6PpLlbP*Q3--0k6*Yls#%2bUOwlYgNl3&K`q(tGcc&I^xKecN5GR`G0APXAnJj4y zielucR-^uR`%4o_o(#_T4o-1KODT(vx_1|cW=972b%@_m^9G-q-ilVzSYN7<-OsF2 zmCAh~P!e`0B&beAt9sIN*lB?b&A-`wmCmg%O~klm*t3tRZcuqImgeMmEIO>JM1b_o z75gbnK1`g5hv%6%0uxfV8QIN@vKKtMz8 zmEmajmQ_R3;a0be6V_k?agzVg45cn%ov5sZO69$Eey=Hod`UAxegDpg#K-UAs9s`n z&J|@l6n!D3Yks`nJ4MPN^-{pV+$;**PIX{bS3Ng|jb( z1dl~f6Rcl10@!{=PcLHnGHCME+=R{Ft+d}aO-J5?uiIqt(*;PGDmUMq;!A88wsS6d znskM4{>;1vi)t4{^c*(WJ)d^=j-K2d3*)IB_%<^8{CVPA!INt{!%MCg(o3jtB(n zE6iErTFaQb`!*8@0^`C%j}jAxmaq*6F@lI7reKF5fkhX?Gj@`F1=&WFF7$GrDwW?} zXUqQFbT#JX3N^lCx%oI-xnejOQ_-u_f;W<95&|Zq)lVHLeUkopcmKi1@LTH^8>y98 z=Pt}>F-%bny*6Zaoo`ICMnAbHH?f}OGu|aPzpdYuDg5svo^OA?iUWS z@u0*fY9zR*?)XW4r9%mjRbku3;pi2X7L^xC_^3?A+$2=F^P=g?fd6F)O}4n<08cGq z5%*=%et~`l$r|>SnXrowb?RVCQ8;19#IlB=c=j;q z(i?@Us}WW&q|Qo@)UAPiE5ns;UCM6?@-YQY(k);_A^I`N9lw#_Ag_H|$dZhEUu(R9 z_gaRAnvw0HO>Jmq`?;30ne++4%vM{vzE(^1|F6C84r;Pn_YEKf6bOPeLz5yX9YPIN zq=^_o5TuHLlt^y@LRE@LM?gTDpnyn~PAJj>^3kM8hk*2wPy>W~H~a3HeZIZtoU`|y zbI+N3@9h6FZ`Qo;%(K>d>hJkI5VB2(2`e`DaoYs(y5q@o7AjpNfjyOY7{-}udiI`d zD7bd|KNs0w9HqYz<$v%Tn22b*xN;newLDx9VS3Wi#5CM`lZ~)qJ=nt3BPTh97qo16 z8~WNtL1Ay7a6exP{yS2)99Mydodfi>o4{%(5k3{y}c2&vPi7NpU z!n9FZ;QC1Q=M5W~b|8mj-A6mA0ZNxju zTRCi^H)>>#rfW-bCF6U}dS%GEr?QpH(dq{FBr>zVYr5h%`?SHIRKapgesSYU#Oxwh z9&R)fkbrJguEE;B@<3m0nQ$HK2UDLqnPO=uvKt9!pce~K!Bj0jT+0atm?y2H7?=Cc zZO2`PmrvlQ0FU-|im;TvX`})^)qWY=#uTT~DVO=SD|!{>^uD7tnjC=gK)aO;IeeHQ z80bHns%>7NZOsIqY&i=Y+*`buEoL7SqNr&7QFC#>!)@E892L31n#p|I}#XORvN0#(+`BLB+rUqsH5z)H8`(vx4X{RjgHT(1W zrYNMBT`Z%!P7g?ZzEKp`zHn8^hI$kU!?;LI>OQA(^lr%VZs%A`qc~04_E6&#>~JyM zGsW9{u(F2gy4xc9tNNZMOWhJ|?1+cgd=7Y!?)1S)w#ojLm2ugZXF@6EfFtE0Pv>8M z3B;IJxUYwdAoWN-xKa8WxW38BmjGInJ|U@ea*LwJim?(`5xF+9*U#Gsy7paaL`PAA z(2I80$)lU}iIGkEd0R;2w*UZiGC6pt_y@w=tabXaaJIp;(g~SKE@=phu3R`#$Z7-F zIT+Vyzp|&6BaeL}Q z$V!dCcYoxZnXiq$nBTRa5p*6;;SB;CTQ@Q7pp6t^l}E49MKIqx8c^ofv_viBn&6lantA1qRQSmLgGYx7Iwyb z9QnurBhCp=+R=+Q~hw zI=@Y*Kb)7Hl( z=_^;hUb!gNjJ5qF9WULiao``S$Ns8|E83O3L*ozL(^*TiJ-VO*Is<0@fD)(Z zYjX^A62!aEM$?$euoWVGDJ?^?E*}XCzuSA^vYUV7L#99y^)7WU(Z}3!RM^k2hbwz)Ogd_eJx!I<I>%X5Xh63w=z}ZJgSkdNL+G~NHnzZtc!?uzoJvj4Mc%UH`5{ zt@_ZBA{+1J#ktVwM%Q`q-$~kmUmC*G`s?Ozfg3p1z5N+~|1x%A~=fIJw}XB78ecEF}s5b zH%pI}MtO?LK2^iuP=GJ98Id@8uQKQC3l5itTVqmNo4Km$J4;^J zrohhczx2*Bb=}8R?yC=ab=we(v2rmeH!mBi)M6*xh6LciY_6Y|#=dW5`%zLXeL)N0 z+02YJ0X~Tt6MvRA`t3ThYlc+D6t?b_pABkCut`+lPjE0cQj5+v)&fufE+2qhq%jxS zHIFAIt!N{u-|~C(q)-}j000jt16Y!qVm4$;OIw;Zc_oh{>xR;-TW1dv$^e#sl==Sy zvR+zXMp}Pt>*AE_%;8BkMXEk!Io{#Bv%34B_!Vf0lUOv}e2P-WnBYIUm7~A7U^mU# zRz``VJaacEz$nxUr9`jyILlN3X&Rz7#w`+Mq@)BX5u>hZW%`Ya@tt~nPK)pyK@?La z-J_^J4oOcfdsW6_ryu3sgCJ;nEij^(OA!6%SI!j!b=tn}X?C?a`dap*uhhbn{JQ<# z{#Cn;2^}tGTCd{O8Nq|xRFfl$>-BBPi))i!2A1X;fle}IzrjVAdPe%d-u8T#xQiiV zg9L@f_`Rk2$d%~u(jpCZ^k<$&XC>v_q~Ptr#iye_n^ma3q@fn4oJ+Lr*3i0hAczcc z(s6a@6JDb$(_)5pOMyQS+4gcoC3!6*dIw%{)=sg7)^9v0g}lIPAQE zwE*>HZYq4hL3>kb%7(AI24!Kw74+r&uvA^zLV6P5@M|m0rkq)N$DCyOT=tR^kGAVa z=4k6)5By`}lb6AQTW204GP%r7k{g~NF-)KicqjuJE*mPna4DF#g;i~M8zqPqzGiGxdJfmCY zYWw7Aj%>WnOu;QSo(uIndcUQC-~2-8P;&ftnJpFB29*uSbI0}F&$Q3{cI3+SK$6o= zG074e%`Y^#twJ;&{X|?rw=%>B$#rn?kH*LD4$+#uy>C}P*EfA9F@y`coMNdRilWY; zuWQL!J*uU%HAoq3Y4PbfURk8?Vtb7<}+jS<|nk_NqA@EkrJ{1~%xp=MNQn2xQFvqY6 zN^OGEq{i$MKa>S0t#9p9mo<`41fTKgCDDL?mf&<{f+mj;qI2Fcar`6=s-Y z7p404&FR=ejmUQuZnNpICU~|Me;m;8PUG?+Vav8V7jy(}yVi+Wxa?fDk-3Tfb^oUR z@NAJ9H~ThVJ%Ikz^OBzgWgJT*<_(<}I-omyanwBMV??aoor-U>-Jybs^pb->dA2-| z_ScBA?Xo4?w0N02LG9fhxol;HO?X%ZnnB=|L9fSpasl^$e+ z)AO#n@o0YR@;Jk-3!_O;VMtN%XuwM40q3W8C4BT*bzPE2Ylkw*QK6{7CF-?NK;tuKP^BU76Ua=QpX=yw`EKA8*`>|_@g4~{vl zYI)9c{z8O1s4mx@-IT(PBUw!_QM%`W;&Ke&2;iBQ6np&f4@~&Ny-L=^h;uE3*qK`z z&6oK(nssX?+F(!dHLEs@+yo>YFs`N<(LFll{MhjH*d$u&S+J@`*k}Vul{n&iR-vkw zw(1!ZuZjo?DibxrEb800oJ5J&oSv&`XCCO}ow2ile&zO5R}ik?n7SV)trG=tDw$2P zzoak1S(q#Uo)q?KoKTM(5($K;lrSBocZ-ZB%6;aPWsylTyT7Np=Ba2r~8^X06DY&xg$$kfX zEwjSHB2@$sj!psg^CfvI5ston94a<%Kk2sLlpKVW`KUm#`bF`O8@7-=xEF0W+`PEQ zj2#%_u_?VVdl@h_DQ5e1SO#1YeN_W45)XTNEyXGbOEs;d!rI9f&Jx&Ic>jd`3Sn#< zzIO?E56AKzq8!+5_H2VLBF9|Ee1|Dd8GIWs2<0w^k3!;Zk81o7g)~zWn$1nSJSvd% zYhyWuXPJQJKU`ekziZeg(mS)>?GnKVSDonFP2Q6413plye$HGkFUxPK$(&e~NuybI zT#0LvN(u*&idy}D&w4qM)A3zEkFzEPqTcO5x^>yS=jv`GRH)`xSeL7|TU~+y&8>#K z0;VIYiu=~A=9`uSJ>7ve$-#vefERyPRp!xuM}@R6>|3KqnM{lH(~o{cv6tOm8(8sI z<%e7FDlvOFw)@^wtVGd!460urAA);y52x}G114!ljfZ1KqMed&ODH&j>1cH|t|@*e z5f_dab`EBHWontsoa@7ey;C>e6p5CA@AHn!UOnu&U0F4`i(-3GUdtwWv?2Ok=2vyf zb-kDuTm{y%~xMYQIS+Dj9LlE8y?)R?T z{oX|)@R#R?Nk$FR9#%Xr7jL%)eZV@lv^2G*7*5nuE%*iUd~@}RV3%iCP-#o#{P>r^ z_#Z)7Ft04sDA%MAWFzlh`f@$iPz6d}-Zl^sFyOG&B$^&w10CRd7~4`dX3s%SinC5G zkt=rto>Vu+ANR~}GG4#+;R!?hVr;^i6%1Q?A&v3tQobYRLj1}5n3F9krRdk$*hJ1{ zeAWl2ke`a$Zy;X_^CZ7{cwD*i&i2rPT%J>5xlX=(vYkj*ja7|G(W^-+N_yY#;l4}< zi7G+cv;#uU)+q`R!RM02weRJW#4%rH=^}sQrL>;cX zt1ha8by~m1#(anT!Zc0EWhTNc0Dx%)hV*Lpkea=iRR^|y3U?tDNQnYWQH1@N-Kb0m zov<_0>A`8_|6G5#^%|8L}b*Z$=Bk;P%Q zoWzw_%cnbN(p(fV5Q;|0O76i%?l3>eA#CpbIBHQh5nL;jNmy>*#wx+ev<;+WyrgeM z3?YL*W;ydY%z2R+TmZiIddT}W=x`aZMjm<#UwR>T9EXjoQI(!~f~rm;@G<6u+&GOn zI$Kg=S_EfXPfP)*Y8cGkWaj5rFa>0Le*NBy4GqaWhyFdt6Ys#clUv zyKpYZ9v_C#ji(BNC4wb+AXsHp-6-Td5G?c<3`cZ%Xtgk_ zwKG4fM#^U%1}KWZ7N|-woSm8Ol1r^u6_W#a#Z3GGbneKvr;t@HHM1u2T^@X-G zAT6eUlA!q!VXfz)_oV4uCbL09Fm0%BT_P{{M@@lGnoJVCap=<^^*rF;+^xTgtp4l& z*-atRb;f+QF6bxrej9s1Ui+Jhd4dRs?J6IzcwHX=|MM42+FI*JAzNAJeM%&AnB$b| z1T|0>aaWKB9OhlQX3WWLS~+=`74+zS?of3D<%bkou|*nSBp_aW^Y#%*^FC3kzJ-n{U$bz6ErOjUc$$O}eSBMR9sG!UQnXS`_Rw}#xR)y$3NUyIal zQRLX&$dNBWc`Y}?C^vjZulSCM@7bGv`SJ`2+144Prw8<|0h56NRm&^Gx$S4gIChHr z3@JCb5pq~kBbuA9X0Gp?z!tB8{mw$ z!@Oi$^jAxrIlL$qQpw-?G%os=-%|&!hSI;`8~g8)!T)}*rY)LH-wsuVwsbIC*cTyVbwE~k?i~M6 zl`h3FKuULAcuu&N!0EflKpch<@`fo zm)HF+ONs=H-7s(Xt`m|+C>6$7AJ3sl?kUZT6XO$s?^8-?Q4eXKG7=Ab-Dw7yJ@)EC ze>#gB#`l6x`2R(0Iw?+@P z*eZ=gcWO2TV5_$Ca(T^AENfbd*-+r(Nu=YnoZ;8~!lwz1>rURk18AMCKzLC3dQ;)? z0gNgeXn3g-?`VJaw_f@szYvE0k=DIWNmR z>wX8Yiq~dktYC-!d`P~_Z1(cfYFow_?Vj0jX{mh)R1kb~Z1TLGU!gMTfojw98*R8B z@MgRXrFT!9dS6J*s^dxVcREONOTyLqB9V2*J>rRF~8dlv;)PExn6Vq z(b>y-zH$e)_Ko2D#08UkoE@>EHb9@WdV_Dbo&?pt4rmtd?jPVKjw1~g=QK1&%L}if zgZMi%4FlW&bgd12^1zodDvFz|Bn?czTjt_j*HqI4u$X%t{^nt|mQgBtpaJ)dtyGnh zPaCiQSz1VdKkRJ|dcc72`ZEbdX<2xYTh94fWP;^Y%IscDD0oqv8DH)q*E#)So-&hD zZo5+RqR?$PK|~9X@_cq5AU_mvbh#62O^D9nB2}yG>xnUDv;S8)!Sob8T-4(zI3`7RSPfP3dw?yAuRYh^^qfjQ^UdI0uqZwcUoTz^ z-0KfAjtC_2t1)7qCoHxon(N2$Mt?hBNo_Ix9iSdIIX0>OKjO#HX0q+_B(obq zJa1_~8V;Ax^mps1hzN)Z^JyU=8Xh&*HZtB3-6ljmzs2r3(Cis&7qRHj5>R%HY=w9e zuOC>BH2I2yn8?2Q=wEj*ueRHv%OxiN@S_fo&`Nv}ZmX3K|NNwzNYy$5Id#D_HaNy8 zcQUKjY1$@}DUSuzo^7F}^8J zGnwn(c(-l8oBSTLvolp*kdSwox<_pzP5!9Dn8cs3w^Y>G+(x$9%IEKDlQT%vi7R20 z)~i+eEki2L6^gzSICi})4E4xnIqP@8HH4hes7;FDYs1Y+1Fc)B06XSO$3w24TEs}L zi*2lUjczU}ygk>O5U-D7O`~5@biq1xE5cRaV8aDJH`m5;;40toAu_Db_th-cQ0L+;xpZ^>F$v>9Q{;R*s`8tX8W02g} z!2&q`1GCzk;-oLPz>-P#Lg^Ptn3F1*nGrP(?QRgznM-C^LlJ=zovD>Y9K9y!1VW?kx7fz-1rA_qe`NfASr#C_b77W zO(z~&Pv1p`5DA(!3YjgL)dK=E_PkGg>L`Ta$v0sZI6RP`<<-Y_J0u(6xj4J@GRovz8egx_+~8-W5?})$n>_)X`T;Wk7+C2)#ftqQ-TJR}|B~mw&cOd4X8`#7 G)c*ov>duD% literal 0 HcmV?d00001 diff --git a/runs/train/exp5/opt.yaml b/runs/train/exp5/opt.yaml new file mode 100644 index 000000000..b83babd5a --- /dev/null +++ b/runs/train/exp5/opt.yaml @@ -0,0 +1,73 @@ +weights: C:/Users/user/Desktop/gelan-c.pt +cfg: models/detect/gelan-c.yaml +data: C:/Users/user/Desktop/fissures_bubbles_data/fissures_bubbles_data/data.yaml +hyp: + lr0: 0.01 + lrf: 0.01 + momentum: 0.937 + weight_decay: 0.0005 + warmup_epochs: 3.0 + warmup_momentum: 0.8 + warmup_bias_lr: 0.1 + box: 7.5 + cls: 0.5 + cls_pw: 1.0 + obj: 0.7 + obj_pw: 1.0 + dfl: 1.5 + iou_t: 0.2 + anchor_t: 5.0 + fl_gamma: 0.0 + hsv_h: 0.015 + hsv_s: 0.7 + hsv_v: 0.4 + degrees: 0.0 + translate: 0.1 + scale: 0.9 + shear: 0.0 + perspective: 0.0 + flipud: 0.0 + fliplr: 0.5 + mosaic: 1.0 + mixup: 0.15 + copy_paste: 0.3 +epochs: 300 +batch_size: 16 +imgsz: 640 +rect: false +resume: false +nosave: false +noval: false +noautoanchor: false +noplots: false +evolve: null +bucket: '' +cache: null +image_weights: false +device: cpu +multi_scale: false +single_cls: false +optimizer: SGD +sync_bn: false +workers: 8 +project: runs\train +name: exp +exist_ok: false +quad: false +cos_lr: false +flat_cos_lr: false +fixed_lr: false +label_smoothing: 0.0 +patience: 100 +freeze: +- 0 +save_period: -1 +seed: 0 +local_rank: -1 +min_items: 0 +close_mosaic: 50 +entity: null +upload_dataset: false +bbox_interval: -1 +artifact_alias: latest +save_dir: runs\train\exp5 diff --git a/train_notebook.ipynb b/train_notebook.ipynb new file mode 100644 index 000000000..060f664b2 --- /dev/null +++ b/train_notebook.ipynb @@ -0,0 +1,77 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\u001b[34m\u001b[1mtrain: \u001b[0mweights={HOME}/weights/gelan-c.pt, cfg=models/detect/gelan-c.yaml, data=C:/Users/user/Desktop/fissures_bubbles_data/fissures_bubbles_data/data.yaml, hyp=hyp.scratch-high.yaml, epochs=300, batch_size=16, imgsz=640, rect=False, resume=False, nosave=False, noval=False, noautoanchor=False, noplots=False, evolve=None, bucket=, cache=None, image_weights=False, device=0, multi_scale=False, single_cls=False, optimizer=SGD, sync_bn=False, workers=8, project=runs\\train, name=exp, exist_ok=False, quad=False, cos_lr=False, flat_cos_lr=False, fixed_lr=False, label_smoothing=0.0, patience=100, freeze=[0], save_period=-1, seed=0, local_rank=-1, min_items=0, close_mosaic=50, entity=None, upload_dataset=False, bbox_interval=-1, artifact_alias=latest\n", + "YOLO 519346b Python-3.10.7 torch-1.13.1+cu117 CUDA:0 (NVIDIA GeForce RTX 3090 Ti, 24564MiB)\n", + "\n", + "\u001b[34m\u001b[1mhyperparameters: \u001b[0mlr0=0.01, lrf=0.01, momentum=0.937, weight_decay=0.0005, warmup_epochs=3.0, warmup_momentum=0.8, warmup_bias_lr=0.1, box=7.5, cls=0.5, cls_pw=1.0, obj=0.7, obj_pw=1.0, dfl=1.5, iou_t=0.2, anchor_t=5.0, fl_gamma=0.0, hsv_h=0.015, hsv_s=0.7, hsv_v=0.4, degrees=0.0, translate=0.1, scale=0.9, shear=0.0, perspective=0.0, flipud=0.0, fliplr=0.5, mosaic=1.0, mixup=0.15, copy_paste=0.3\n", + "\u001b[34m\u001b[1mClearML: \u001b[0mrun 'pip install clearml' to automatically track, visualize and remotely train YOLO in ClearML\n", + "\u001b[34m\u001b[1mComet: \u001b[0mrun 'pip install comet_ml' to automatically track and visualize YOLO runs in Comet\n", + "\u001b[34m\u001b[1mTensorBoard: \u001b[0mStart with 'tensorboard --logdir runs\\train', view at http://localhost:6006/\n", + "\n", + "Dataset not found , missing paths ['C:\\\\content\\\\drive\\\\My Drive\\\\fissures_bubbles_data\\\\valid\\\\images']\n", + "Traceback (most recent call last):\n", + " File \"c:\\Users\\user\\yolo9_train\\yolov9\\train.py\", line 634, in \n", + " main(opt)\n", + " File \"c:\\Users\\user\\yolo9_train\\yolov9\\train.py\", line 528, in main\n", + " train(opt.hyp, opt, device, callbacks)\n", + " File \"c:\\Users\\user\\yolo9_train\\yolov9\\train.py\", line 95, in train\n", + " data_dict = data_dict or check_dataset(data) # check if None\n", + " File \"c:\\Users\\user\\yolo9_train\\yolov9\\utils\\general.py\", line 537, in check_dataset\n", + " raise Exception('Dataset not found ❌')\n", + "Exception: Dataset not found ❌\n" + ] + } + ], + "source": [ + "!python train.py \n", + "--batch 16 --epochs 300 --img 640 --device 0 --min-items 0 --close-mosaic 50 \n", + "--data C:/Users/user/Desktop/fissures_bubbles_data/fissures_bubbles_data/data.yaml \n", + "--weights C:/Users/user/Desktop/gelan-c.pt \n", + "--cfg models/detect/gelan-c.yaml \n", + "--hyp hyp.scratch-high.yaml \n", + "\n", + "\n", + "\n", + "\n", + "docker run --gpus all -it -v C:/Users/user/Desktop/fissures_bubbles_data/fissures_bubbles_data yolo9\n", + "\n", + "python train.py \n", + "--batch 16 --epochs 300 --img 640 --device 0 --min-items 0\n", + "--data path/to//data.yaml \n", + "--weights path/to/weights.pt\n", + "--cfg models/detect/gelan-c.yaml \n", + "--hyp hyp.scratch-high.yaml " + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.7" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} From 268dddfd7cf019c70f9a7fae67f3d9adb3ce706a Mon Sep 17 00:00:00 2001 From: sherstpasha Date: Wed, 15 May 2024 13:17:43 +0700 Subject: [PATCH 2/8] . --- README.md | 13 +++++-------- 1 file changed, 5 insertions(+), 8 deletions(-) diff --git a/README.md b/README.md index 3b83582f6..87a8f08fd 100644 --- a/README.md +++ b/README.md @@ -1,21 +1,18 @@ ## Использование -1. Сначала установите Docker и драйверы NVIDIA GPU на вашем компьютере. -Для этого проекта используется контейнер с версией CUDA 12.4.1. - -2. Склонируйте репозиторий: +1. Склонируйте репозиторий: ```bash git clone https://github.com/sherstpasha/yolov9 ``` -3. Соберите Docker контейнер: +2. Соберите Docker контейнер: ```bash docker build -t yolo9 . ``` -4. Запустите контейнер с графическим процессором (при необходимости монтируйте папку с данными): +3. Запустите контейнер с графическим процессором (монтируйте папку с данными): ```bash docker run --gpus all -it -v /путь/к/вашей/папке:/workspace/mounted_folder yolo9 @@ -27,7 +24,7 @@ docker run --gpus all -it -v C:/Users/user/Desktop/data_and_weight:/workspace/mo ``` -5. Теперь, когда вы находитесь в контейнере, вы можете запустить `train.py` с помощью следующей команды, чтобы начать обучение модели: +4. Теперь, когда вы находитесь в контейнере, вы можете запустить `train.py` с помощью следующей команды, чтобы начать обучение модели: ```bash python train.py --batch 16 --epochs 300 --img 640 --device 0 --min-items 0 --data path/to/data.yaml --weights path/to/weights.pt --cfg models/detect/gelan-c.yaml --hyp hyp.scratch-high.yaml @@ -38,7 +35,7 @@ python train.py --batch 16 --epochs 300 --img 640 --device 0 --min-items 0 --dat python train.py --batch 32 --epochs 5 --img 640 --device 0 --min-items 0 --data mounted_folder/data/data.yaml --weights mounted_folder/gelan-c.pt --cfg models/detect/gelan-c.yaml --hyp hyp.scratch-high.yaml --workers 0 ``` -6. После окончания обучения в докере результат обучения сохраняется в папке "runs/train/exp". Чтобы перенести ее на вашу систему, выполните следующую команду (не в докере, а в терминале вашей системы) `docker cp`, указав путь к папке в контейнере и путь на вашей системе, куда вы хотите скопировать файл. +5. После окончания обучения в докере результат обучения сохраняется в папке "runs/train/exp". Чтобы перенести ее на вашу систему, выполните следующую команду (не в докере, а в терминале вашей системы) `docker cp`, указав путь к папке в контейнере и путь на вашей системе, куда вы хотите скопировать файл. ```bash docker cp :runs/train/exp . From 96b058872cc326d884ad7bd32f9e023530e11234 Mon Sep 17 00:00:00 2001 From: sherstpasha Date: Wed, 15 May 2024 22:41:21 +0700 Subject: [PATCH 3/8] . --- README.md | 4 +- ...t.tfevents.1715743751.SiberianaDev.40700.0 | Bin 983884 -> 0 bytes runs/train/exp5/hyp.yaml | 29 ------- runs/train/exp5/labels.jpg | Bin 118290 -> 0 bytes runs/train/exp5/labels_correlogram.jpg | Bin 195263 -> 0 bytes runs/train/exp5/opt.yaml | 73 ------------------ 6 files changed, 2 insertions(+), 104 deletions(-) delete mode 100644 runs/train/exp5/events.out.tfevents.1715743751.SiberianaDev.40700.0 delete mode 100644 runs/train/exp5/hyp.yaml delete mode 100644 runs/train/exp5/labels.jpg delete mode 100644 runs/train/exp5/labels_correlogram.jpg delete mode 100644 runs/train/exp5/opt.yaml diff --git a/README.md b/README.md index 87a8f08fd..8ef0c6008 100644 --- a/README.md +++ b/README.md @@ -38,11 +38,11 @@ python train.py --batch 32 --epochs 5 --img 640 --device 0 --min-items 0 --data 5. После окончания обучения в докере результат обучения сохраняется в папке "runs/train/exp". Чтобы перенести ее на вашу систему, выполните следующую команду (не в докере, а в терминале вашей системы) `docker cp`, указав путь к папке в контейнере и путь на вашей системе, куда вы хотите скопировать файл. ```bash -docker cp :runs/train/exp . +docker cp :workspace/runs/train/exp . ``` Например: ```bash -docker cp :runs/train/exp . +docker cp :workspace/runs/train/exp . ``` \ No newline at end of file diff --git a/runs/train/exp5/events.out.tfevents.1715743751.SiberianaDev.40700.0 b/runs/train/exp5/events.out.tfevents.1715743751.SiberianaDev.40700.0 deleted file mode 100644 index a2633d7df96bcca0419340eacf096c31106c9efd..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 983884 zcmeFa4YVXjbtXty1m_^G8>^-*MB<+L^7DSDstnnjG)Eeue#;$@h9^av+KL9E7)_7 zw_47T2LGRCt9j&(r%(SEdjoq`_z$lN|4;0T?sLCyeX>5DoY~%bEgxXxDz820bQ9ya z!Z=6RGmak$#$o5!zX890#rD>@lkFR?x@K)MK7C?)XR~waD}=ERG3WTx*pK8Iwdo_DWin;=|aZQc+{|R-~6+ZmT z*@wC2&+oJA)j!n}K6S!W?OkMc?9kaVE-(RQwn4o!S?r1nuh{oib` zSAj*pe*H~*+!&l$+c>!y9J(8?icU>p8{D>j=9bfwtHS@Y((jB~-w__4SFKO3=2pOc z1?juNUR&{w{qxygcy6n8{^-`)W^e+JhGQPxXCG}S@3WELx;&Kc+B3ToK9k+a&fa+9 zDsTB-j(>VAc^dMF*(HkER~NHS5VKbgG5bU@hw9oK0&PC>boQ^o2|&-$)Q@tX*IMJA z<@oW{VB>FZ>;*p0T{u}+*C|z>P*?e%j(qihn&YcEPTW9UfIJ68`Kv>90fr;>ujcuu z$?caBf4!WCUY~WQ|BL;X2KzyhGBuPj0*_ z+?T!9rQyEZJ+ra5>gL?kg(XY@bUX~u>9j=?V+%z`Vf2zkJHK zajvbwv7U#*|CIyq;WEN|Nd$=qfR9)7E{Y6-+%5ya$JYz^AOlCULja#r=BF3%K_(an zd;|xt2p%AxOSHj zH)tMd9H48x40P>_4Z<$%rr>P^o78tHKTf(7Mw?s;N=J~dN10qt=j3`R*dAeW_N-hl z1ra1nPV35j>TnJNm+;zQq=S|+VL4)ZpTi~^ zr;MF9BS^FHQ?w>n3VisuZ_=U5V#Ca>xu}iu#cS(L;H68Ht&tO-B{g-~fgnFKZ zhdl%^R-ZZ=aJokAfNRX8x}|w6x1{KR7CWhL1Gu*W&}c+EK|Uo$_d)JOp4jbwX|SR4 zp<1Bae9HZH65^(x&EgR#f3~0i9{1;<{P^_V)~#;giMtAe`5nr31U8Y~uQtI>>)DG} zdpB&I<&Qs9WbH$OPW~J@cn%X~N4&qmUYxOiW~O&gx@?64mKcZ$*%3ALvMXeEoCOMs z4KaH%3jJ8@U*r>F3TzHCfX%-bANkM);1*$!@@SL*E|G5H@DLfBcgibN!o0PDYR2ZB z@~o9G?|Q6v$~#%YytS_PA082?8T$F2S@98yud2ELH~;0Puqh0$)GPfi2?`tt=@@iX zPEDnu?{*D+m$X4m2}QFOl=$p`fV}cJ?`SN}`!$E%*)S8w!0S|mev0_700sT~awI}v zsQ?-ts6fNN?y$Q`RvZQ!Tc%kt;)i=Rd^rQig3ZTAljn@=sxX~+J)zOnsEUbw)!m@IfITKE#K4YAMewOBga3Itjt}Ll#Rt zg_K7bkTMTL?}l^8u_rX?nFkLe%P~oN6r~@;q`@)CQ_t*C)Bt}(Pe6MQsG{_zypvEz zm=*rWrR<*SZPd)4_D~!h)_TfeLPO^hxE|4WyY=vjlz4C8+Twp~5u|U6Ae7v7o&;{m zx{?xfNCtoDxP}Ls?32(?$0J1iZCUJJz?_NLU*!zr;T0vFn-IXfPgpty1c?mDjFAeN z@qs40VCl4?mBGl5`mc=&Tk_LQ_OPXk6Q@^%)b`pP6d51$jwXB5(nWwMMEy^Nobma1 zll{+@E(KtYQK+YXm~lC)&0z(_3tALmqqA- zTN@|i)*>cxYZ=zMHM}NKK%ONf^}b~Zt;K6aNog%1TKR|#;a7^(Q(B8xrjy5z)vypy zWFC<4f?{YxuH|MSFhzB=D@rd5Q3+FuDa!KKI`$kr%b)jD!)w7EHRHALLf!|O*MgdW zI18nMj$a9{1!pw%KUEMhm>?Zn1R<5%sf5?U)JbBOF7jIY8Lb23Z)o0U39rSs0ff9F z_C$PhBLwx2SrXL4DIoZ1z-#dkU!m{e2Q4ACBuj%4TL)lqRG6*1EMc~g)rm1%Vi(2w z9Tge1b&n;~7P1N;L8Hg|t%Mwxc&y1jTO&J+*k*2+>%T}j*sX6@!fqjFg$MKe z{Z71v8}jpKCH$D=o(hh(=kRUlmN*=5)I+gMppsgS zCB5LVw}2O!#+DR5eBl@JL=&dc_g3;rTMn&#!C~($^?Db^i$S!Qh{s^KBh>tOk3~|B zgQhNCR?lQ!6!M(84Vj|Hz^3Z&nLBYCa-AZM8u{`0UGQC)y-|^>+y}5Mz z5(YE8Yh5dhY*zzYxV^DAIkUaxR_K3SJG~es6dJe{xsPhb_1hJVONv*!6$wqdH&M1F ziN+^oGSGfpI7H@2vE`aMShM7 zT0`$z>F7(QybA_@ZVhe+lndXIzJ+{3ED5iXPg?A?1((Eq5^w30Ad)JzorQ1ApJ=jG zb4EW#e1M89d*!y9fS2wbBM=P*TAlQ{0b^24+yesj1Y^Xbk(VDS1itJ9RWL!zN35 z8cZ@ZOUD;|#!v$@zN`@CNauqD)bOXwgjP@@1j3xsJw27Tk-uT6gPBBg7@cFE?o`;C zkBIkGP2n?K<2V^3Pz06lGa1+NsF@yS$o_(!Rd_#Jxt`=q$?rSt=e05=iz^}APMFC+ z{)}JNAQMu#4s#G4AJ);v4B2QrLhAJsM23CqRtKU&OCK|2eP)+|5%LU<-p7oOmjGCz zn}?A;X2|3OD`%vS88UFf1)1q%hKw48TWHW=rjMCK3NZl^aBVo7GkX9yUYod7T~n}`eAK|pW9_&NQ3F2k zT)>m`g?vU6)If?5AvG{4gBpMm@a^5#Uj&eZ-+-;dv_Qq!y!H3f(+U+EoA)wMLD+g* zP6hqd5e3XV$HBb~0 z5qrh6Z?Bcj8X(%^5z?S*o;5&5M%L&m71(NWrlQ4Re$9m5|{!Ze4SI(-`hzmYX7Mt>{=aXb!Ib1Xx$@2uD~tJ z$Wj7;fve9J>id+Z?^C2oJ6(NpkU&k6`B;h!?s#g?GC%y*xJQ!u|isL6uUYA2x2yXcAT^aZH{+WE_e+3Ubz zR=xPbRS4s0-abj}4pMZXgEg2xHIL$Tw?ymXmSppVl9MHQUk%A6Y3C&J`XV|>N(!m%C-Zx#jkL|;OUAe80; zZ-u1N2RYMIl?0p`(|l>9%HQ=3eV2p*=1fmjo-BzexCn{nX`QAaJvD7v;ngtxE+7P7 z#I!+Gi4X`SKudWjrqJ+PLs1J=IU~(s>8bYVP6bG%7qw8;T?|#_&-Oqu{mS>53}U4h zwNTX&@T>#-^dtvgH59c_RTXA3kU!%##Jatf1D4HO)IwEzJVNq135=Fn)IxP+WR1}D z)Q(pNz&3Ass;ZV|*M$Ls-sVbAO&bq^a(g{$dTQEWF#Zs%95p>vb>M^xBB!USjw%fr z$mywhr4RvN()DeL0N|ssNBeoxQ`1&SxWSK-XmGB&7HNaP^A{PHT+ncQ_Pk-!M~ReP zQr0-Xf)%CUFmhnAPMnAa$)K}e8;usABL3D1^& z*wWRBV_d@hw|+-O#>?E(WRF_93J~HHp4rxKCFIP{V@>v1OVdr35m*`p}SpZD0KD9hgiRYPw<8#SZ1@IvPYn%;t%5ZodqatP@lLTZpYIiR!sXZ{>MXV+*~-w*kBzMI4GqZ`lb#B2z#h)ajcY zrAD;2&|Ap7qNTy;tpl()b)vVB)rq4>c9JTH(CJ5|4)hi>AsBKAZ{Mt7P7uMyaEksge*WgdHdKc-fpt4N>&cY`Nh+2aUfR*8@ zfZpQLB@pEZM6iS2LUboM8awDMMAAfHVh6p2NGT0&?Vz_LQX{t|3f8lvZ`a;_h;3%j zda*pt@i_`19N4~2)T4Lp)G4@8(2DSZFZ2fbBF-&;xQ zFULXng2UchYW89fh4Dv3e3K>OF%a$ygbcUwdYE!vEdwWM^+YA)QLnkCU5|Ri>BGMZE~;j_;Sgb?x+G6uUVPigB0ZJ}Me_RL!{kHf52z6$woXvS~A3 zvbUnV=1aNhr3=#wZ|@O^CBi`h#qnT8@iG({gVuw$pi2GMpL9xoZJ4ckj2y3_@>R(2 zuQ=>pOLkElV-}LX?ceG$vis`}d%zMc!%Mi3^kKiIbWfZHzi_(Vw}5{bU)JRJgw3J(ZUc7Mnm-cWHL5HT15P zj=p5dyI}C=*5GzPx$rG1S^R{CuvQ=}c3)JMr z$y8HseyUi0%0Vqoha2j6mPPUj_hu6v&r*aKPdU8NG5Li-O9w0{L9l@>FO6z!-uf$@ zYUNan&0BxrQqqekU@DlgdF$t*wXV08j%VOf^^>3D`{X?9(} z>Oj&vp7HSlSbJVcExMZ+>3D`rPOx%DI-Vf|CtQ%3j%UcI(xAai$1{l(Vww=?=CPzi zz_%Lg`r>Hzf>cTX{X_6#gx>B9*$0tjDST1+fWux^eCmPYNx^?i(*v%F6-%m-z0G0Q z6j#n{Z3YpMFj-FwJm8Nn6P^ot5+T+zK^~+CF(nUtuMF}4 zO27}*NPn3?`@m#u-ufHwk>E^Na8nD2j?H@+$RcdsmXk$)b%fCabU5#sU%(&OXz(}g z1o*7@1K-?jk7m&goP=PjDV|9OYXAkDT2T$?KK5N506q3ylC3f&6wPr^w#8Dg2Jtw{ z6l=iunmTJBL|rD(Ttp%aO5)E*cntPJc4%!f*=fC?_5AZkx7Ie-j~+jIG`ffL8}QM6 z_8ShnOKaNq!tAAK4r2}M(_MwE0kXz1$cC4V`i}4o`>WO`SM%j{E8k}oum*^ZfM*@q zr>AOI14LDr$w2;$+YsyaTG^}tqCJn-?(@yF2FS?B8lkKKFEm4H($Xb8{DpYQ73{Lr z?Y+s_y~*nC>9w=#yRAdaIsP=Jg*8C56y6hfofPqbgSktI5!L{ioM7dQum;G$2^VCB zH9$s)(>`fQ=LPkC*9pCZ-b>FSe%)Fy~zK9&xP{gA`x zJW6Cn(lA6J5bp{|#SXAs`N^C#A+TF`0J!=pfa`-|=}Uc*Np4GaC`biWeY?YMHnw*0 zTdWWtSFvSe*y+0*_C{lxfVTzV#c37VkRzm@)S)|YDvAa&o!9ZWQL=7zH+vjxP~dG6OwE% z5lFV@v*#VZyyYBe@Py<$oLE-!A2)>Lylf*lRs8r|Hv@APp6WrQpE}ZbiZb^yQ06Z- zm|`hjIH6$cTV9cZHo25%2a4)~oI}vnL@VYZQTh1@>X(u5b}mHvqIGEDi$P$^SGr0OBCA1ha_z*@>RMODM1Bu{mTY>gGMdHQC0z0ENAIuxawaw7|ac!tT{wdg=FS(W-P}} zA8^>7#udiS9P(%U5JIrD9A)HyN5AUih+E)!=U&<$BmmKBv|I-S^z+YPSA#7G5zura zKZ_B41oI?Dovu+^;2N{5ZfSn205+Sxkdh#Q6a~>vfKRNm;wwknXz*A(g!}CV>nk6s z1!{Kt3P_fupUmQOcoq9DFomnXZ~L~blRWp2+t+Tpby@h}g>S0e$=cTB*cG#fO_#Nv zdH(3RwT->tWs|?p*4ZHKL$eLZwU3x^PL9JN67fScM0=&(_V(GSqQi8AVO}ts$#YuI zTFitG!zXiRqv$ZcFwA$)hPk5k+{G|F7i)KW=SuG-`&^-TivIV?SEefr^vu~nhg#10 zeU`DXJ>lo*!g7sge5kMXp?2nn2D&~pRQpi&)JAF_>g=;S8q&q$Ew|C0jnbnxa^-)W zJoA|%q*P~+jxm&rFw7}JN}&X)2m`qY10cc|9rn-C%+T#C^I}$O=Wba&yS=^9Ipr3# z;8L-A9r<7T^1tp%|GL|k|8-CP*WIMXR3M870~+JO2D>j~m-i#qZG3uf>sD8`5ONta zwm#f+IV2R;dWRoE%T6p-@flYOoi|#qrwwfmCVoe7?b6 z59ATA+;gwLaMr{-zQ8V`Xlr!<06J62xcYE6d_(WEi{pzLX@5C>msupiJd?>J*14q4{EyO^6gBi$y*FnZIK=@4g;1mL@X36QPV3iQP=Lf4&h6ur`tbUCO z@CN)o4{C;XKth;gMIa&hhU!8jzo5>FKtdUN8Jd)Wk`=MHId%5&r?X*(tAwi=hJjui zFA$Mwg8Tw-6%+y9&*XMX0j`1rOwUp#@Pz#;8ydrYl`(;SAyMS!x|^|wGk%>Ran@fa z-M(SCifbI+WzwT$4VPVHJmg+Ig{zdB#TA095Fw&TV{ld3(>4ZIA@h#IRYJPwjlle6 zU%HSH(wA2|T!oAd&0*PVX#lQ5W{K$-`Lh+j>?PIxWAczx1Q(F?vNxa!MK7v2X#xC)tG6sKSh?+eE~1pq5VG~vJ&0IZPDChS}RzzX@K z)MXR^tRzE-fK^5;+bg;)tpltsWCK=QaWTNE0|6`eAT-bUC>o1BB2VrarCeWfLvwD{ zF9h8rXT%;>NUuq}2bWlhVZoE0T9M;ZsYe%-8&by-jM(}&^P$V)*4p^wdBlrr8MOT}q}C&P?3xfHKVm|R9> z6#3*jz*o~ImqHH_CTG#gr4Ubq$!T4=j~$lxSWVvtvzwZSmz2mvlt+1sNu*06m^1k! zxAYGM-YBC&f%L~-MzIh1k27lE%72_u14H`bc18(d>5sjPS9#JOw@C+;B6d5Y28LX0 z+K-dQQ~j=yzm!B`7BKdTPy+D^FT?{mACyan#Q-c`N`glR3cb|wmy(dm5~%>g)+h-{l!18%0uLjB!)L;fy;GjIn>`rEsVRFAn8e@#boQA24$r9<9`~yJ zE+^Trc=q-F2D>st@sX9p9zq+H?f%?7N%#?$P$PluN5}$buZ2fGZvqO64Y7$dn5PI4 zqMBLV*mxcggj3{V7hez0t0-HlW-;o)|AD1gTfxI0NDAq8v%qs(rWJS92W_5)G zoEl3*-}MZAm$XGq2}N32(vJ@a)cZdQ5B#6YTF0L~ec-B!7tm!|5QuMAuEQMA_lKK8Q<*}M zCNyL`KI*j-sJMOWMnwBcLCpXDFoW+>w5(5b8Ng~d7`%G8RoOYW3Mb^|?XqYjY;Y|I z`zT22fkO3FqxB~n?1w=}Q0Uw*@c!9}hyCr$S{FbEsLuXd4*RH9Hy^*~WGBUk04WEH zVbO0GJ_+yZK4P)dA+(&;g6$E9-3=#^W9Mm7G!Gxr>TMD*Iucv}v1oe~r60^Zpo&T< zJ#leIaZ@)hfD#-%{dw;s>=CAhKXNI1XZ1EJa;QF9tksnFcI)97DFI*CwZ#M3B8YE` zAe2mYo)T`!x{~sANWO8&IEVK&*(af)jz@^OlPBUo&KJi+fGVA%5b(UmES&;^Mh2y1 zx=IZcKiFg!ES*=hG#CkT02W7uHMy(F->QTAe|+y(cyQu0i$EXL@2JRlnR}Y-QA<|= zA`!yNlKQQLocVdI$v$i8T3~h<`7>^qAyZVpMan@feY?r-fh$%Dk_25nztMss-}T=~ zb>ObWPKrR4T(VYhhQs6^U2h$%T!2wt&T z!EU8U9kN?lt>3C4ZJ@|OK%&2f2ML(6gWbXuHPZehMK2do315mRYH0b}9czx>(DKJV z)v#M|M@8%wUflg)vs+LXf@7qFJe9Cpa7I%PR0SP_2{N)okRhoAPbKUYqRt_SV)L=r~SBKmYOZ>7T*LA@`@-F@db{Z7$hxwDY9$uT4sZb>=r1~KYx*cs5RIC*fXvQ*exzy0#TlW2zIbri1GwaV+Xs1 zNScUD>|nPLDW%b^9qg7wYUH{^fqIsb-Fn-hGP{@bNA1=n^L|*aJqag%6|x{(d+Hr1 zn;0-d$5h|&{Xvt#x@pF;eR)tD~s& zV_2)Q{Jm8WCH#WJ-V4*?QJG#W&+Yhg#@BlIcP}i-< zfmAf^prUa}@v2vm(6svBlx?|WL^@B1EjP7v5!$H}=K{U)U`6pV6d8lngJ+;4mF7oJ zIwe0e%vL={jMq^4Dn$5K9CoiIyC@DX3y%ry-|8}=`|A#Sz!ELPOLz_UwVcR)cauGC ziLNobi2NBhl<=K{{o6eUQT?SRdvh6=80eO~?x5XI@Y40$7)eJS{hqHHSqoGSzZ&>*u3?ZIMw=E*4VuDS1cvHgaU?w8JlWI8GJ~>0z=y;s=xAgH1)Lg74GqVz@0yaARKHV4BQtEWeNtdS`SFsmMf}=u zr&fq@5y(IcE6QdT^MZxY%0$y2zRjRS2!I*9isXUT3)!Ky$z-SXg4XlTAKhBpTt9mJ z=+W2&j_xy4jm!`^qk%Cp$3ESua5aV+nIXE1Q85Fd22bVtOvbbrYGj7!2>4Z=Edy#5 zRjw!b#m7`5GelLG$w2;$+Ysw?n1klf(#QVYeuBm@(#Q-M8CfIrxm?ey15Kf& zkr|?;=rS;9Jv)2`a?{#me0p_jduP+7H!|Y`Ccuqow4RYhX2|peJ7=Vk88UFf37KhR zhKwo=8_YB^lSqMteUvzTDM9{!Xt3*xL)DAWJOSc&ddbHi^d@G=E{M+hpdd*90f)V; z_{;;plLGFn7XNA-@WuKk@KM_%*TjM)mB`-auvZkHMzl0@mSVg%ajD9t9BqL29ec6R zl>2$?^5f5$Hsx*}xuY@f%58`l@PXfgZbT@kVS*V*5h7#;{4$sUC;{Kz{HAdE*_|_+ z$B$ooW_QBv%kE@nZ#*F_KIzBcU}!;#v3Ym2&)Ys`0GszRFhSV7EoXwhafH#sb2#sr zU+Cg*XLL9mcLKat+@t31$}$UY;4}nlO))S!KzJzN)Q)N(4Y2Qa41Jfx=jk8~u*s78 zsS#&Hc&$n+w@BH|?WDU@5423N27FZ^Mju^bh3jL#6od_t2!oOW*1)flH9+KyG>5PT z7V54-)&S969Iz3>dlP6lB18H=lx$TvTz{&;=vn7{kruQ;bmX;D z2gp{4#wrX8^XcD01{$X5f|r2=3olSl867tSe|s6=@7Ega)j*7_rvd0>12=4WO(LCB zwYz(Hpkr`prs*GVgIf8hvwt&X!A*~~$!6^6~Lfvwoy*qfZ$-f~Sj z1Gg+QO9=tGu0Ct1?^8p4pCV<&d)nmak#J3t0XZN!+{(Q7ha5&{QX-$P4!{av#SSoC z`RSZAA+U>hfKT*PFxLmg%9i>hlU>3+`gVuiY;5h~*H{4~tYXW^;L~?G?2X1W z0g(hDcfSg4$U)LiJM1p{`;a`x8ae9xoI_l+3QgsJLhov_Yr!^By>mhP%dcI%K?41> zVnK*N$bb^UfeXU1D})5GL(Dn;H1^10cAchGhyrS?H;CSd-7V4nxFuPAq2^>s{#QeS zNt)@3{JscKl0w%5mDa2r!2W52y{6zn6);Ku^5)X;&KuSw(QW~XCQZ<@Q#m*~^CBnP zArg6Vd@ci%G^d{68LTNVOX4oYmSUHnal?0rc(|pOKs^1;74SkoS z#GFa0%9AD01*FiDqz)38OZzd1w^UnZX~trvjzYD_f}QE{>}Ti3gSMGa1NAuWX^JBj{HJM80x8$>CQGl`T|N zg_#WG&sI1X2`-eC>o5l}o42xss`hw%G#DjNT567}>d43%;W?_cXat?NvW2RaqU%DB zTG=9PzyK$lm+g#3^Qk$iX`{giM6h$z997kU6HbVnqpCWpG;AQ}sOFVIgn(&joJRC-Ya-l;XRu^N@Q7+qQ?0ZtTY9OkpqKu zVu2r@46xcPELjN2sg>kSN*#jFS#3`raoF8Z^-`+Vh{!yA7+H>9+M_7_a3={@0cTOiy=d}*h8i+Nv@eG(e#cqpz=(dsFf!Sf?&$wZROi}%gOAc!3+f8;4 zT(MG+BkDiS$Y^#3gL{g1@Q+BJL)e^KCh#iU?1SFPMjb+QjR-GO1mO<3)@kazwWVSM|qY%2dakMf;(!)Zt=>v*n5(L&2B+m2#%2w@>IfZ z!5K|GP!)6xCdkkhL5P)tDqt-Ub$X=NB}9VnK$Lw~jpJ=$xA-Q2kXJ;Zi0qaS)LVf; zB2z#R)Zobu5AhY6(b~dpA@hos24lAlz~a=2-9lC;h9M1wN&)pdDs^DDkW~Nym)JbE zek)NAb_-bx%nl=e#tpNT?3Ut;LeFA7yM@e#hw@&s9+nmC79uIKYtWZj{aW-Ku7=%0 z)EaDnp&jfNmo9-Q&p`w`*eyhPf~T>A-9jWyL?(8yTZoj>=++K)OCmLLU7|oeOUZ7% z?GW3{Q@f191_!2Z-lli$)G61Vgp*DcvLIV~>K!PX7(C}WrizaIL6gDCYR0mEB0uA| zE}3^la?9O?`G(^QHB&}Vxh`K;v)Ap7hE=TS1&5t4>tqWrU;3c6O8I*$N&G3FgD*Jj zy)X?fzTnz(;AhW=_!djVVldJXN`Jh^A}K>QKdX)RePSVVjV2~VkKCYkdfMAvlW=!n zqFH5n>0i{#Ie6}Z{bG5tM`ioP^4yL;XY4KJ9A1ijiDDVNRZW!+*tOG-Q9_}vP>H)F z2U5|v{ffpV<(qpI2~7*KDcf?%N>lQL*m6@#7p7O4I3Eb~#)B2b%TQztRuAY5rT*(r zIwe0e%vL=@jMq{5Dn$5K9CoiIyC@DX3s*z?x4Mkz{<^~+utdx75-t>wvR~73BKzG< z_P8aw#_S^UXWURi;@bX2$U#(psmb14#w7;2C4TSqdx;95_1hSAcxCySOW1xD>l@uu zu?|ob-kM!&O}%TSt1p@FE*So~HMk#8E__SL6!VS*yJc9e1(y`~BvAjfTH9HWQ~G$5 zt(wzZprv7)Nj3J`r;6pL98*BFD06^@TAe|v0p2czqA-v&CGn68Qy%;md__Fwf40)^ z9g|-dw6wm0YT)~~Yk5snWAoNu;#BKvS!46oU$ImxBWrBl`k830>#e2L89d*!n+FF4 zv8SoFw>pEf5sWs)LFs691_hj&Qw=T2uA)`ve1~aYBBvK$@ALaVClr+FUG}!ezj$s1k?{#&zIYV|qbk>W)!XI$h%ZkrD z@H;8+&ua0n#vx&>!vY`GAG#(MEXjqiw>j(;#itQ1O)ugx#%mLos%*;9hI{12?6TGE zy~)|V$?ERuwX^HHt>>}Jk3Xm79BH(gNA76w|F|yrA7+R<;Lk2G*go_oD+95bg9+{+ zMTn3)7?i;sKneKv?(44)NCI!b&S6@xWNhC08}4bvl8w!K8Mq>By)Ea8zHx-n!*e+A z$S>fpYjijqcLKat+@t1x>^Zw-z-fS>pI1yFRNm7;8bAT3c2onnk9}7MK97BuWUWjI zMROgLZ9&>oq#~5GA1C9;W6FV+Db|2*HFegY6od_t2!oP>M&9er`$jBPutihlTtid-Avl~Ico#P4jBD{t!I=U!e&l?P0ON_7v$R-f%oDtRl z893pD%&-Q?sM4^(3~L~fLSzj{sX+&dHBb)MpK36AUOHc-1#K`p^1SZzrC}AZ-7_0| ztFBq|QuMaMr+*8ud-;KesrmCVkYFLKK4o;=5d0lwfWKdBuvY^yvdlg@*}x53UbRT) zR4p$=q;snJYYWk!nB+lcI;X0?^AiaQgDtWy9AU53aaJSy?4x<#rksIWmYJnsbzN7V zHPrX1fxb_XYVmmbw{wLOMQ|>>cMietx%8(u=;j~-E3^_;@4Oqv$%>aBZE)h<*+vz(*#5ktk@rN zko40IyNh0=Ce5~B#~S%Fe$F8-TE)J}0fpYxWY>aiq?}k_Kcso2aZsUT z;AH^KUu-bN)H*mJzV}C#m!+UhF6HroqPigM;C1_Lt*|3)a+Z?n*@RzgnGGz6y8|=q4&K6*)V%ht0W-LcfA8^>7#yMkW4*4^F2q9crjxurp zq+fN|OMzw}K$>oQyzZ#oO+cd6Xt@p;=;xoot|_eOS&Ycd$+N>Wubb8;bd6dA*O+B>OY>X>(AkC3(|n|eSCa6MWx^{LV9sY7tgn2i76|3- zE1;sXhLf2D&eWsOSF!H`Gr0Quwr|@y*}L(oz`PDxmz~`?vw8eD-%-1hwXMmqE7+m6 z$z-Q>S?ihSkDgoG*jqn({HVXr*4ZHKL$lq;?<#ON215*mArj$3G(>x)-S+m`siMP- zgkfGVo5^!p&sxlc55p&OXQSXSURxOEyJy2((R%J;n92Iq?)J`=-b?nmLSb2hL(Dn; zH1@sHmGL}bpl8ko;`{UbK9eu3*Aae>E-cr0#)o{h54AHt)YbK&p4x}9r`A{dP-mar z(U31z3ZO4LdS2g^|8?@jXNk~BDbXMuqbC=kms5n4Y6(&ix^fY^Km^`8_@AYjq1#vH zFH_de-LiUidwZjE$}MQXc5QsCREADYe#Z$k zG}V%dG<+MDB+cg=?Dar5BHJ`~_zOQB{MS5GhgWRjf#>UV4KbebOIbavA84>H7%^)K zJkIEpV1tWE=9gfa3rbeRV&`-k1tm+VK%>)_eEjKbm~)>+_NIrDDcNSqHE>#`hR*Zc zLT9PSul#nQUuAm30u%5voMgrxrg`9uvB6uAEC(I9o-2d@VSm#QTHGiZdw3~JWfJ%^ zzwZbg*Q?eiSMy7t@X)W&cnEYkr4W?5vGNjEYv7O;5+a&3!X1=8Z57hsOAYn|I_4c` z3k1i0qmB{Mmp5_G-&)%Ykc6XwKu7o4R~qaF9izkGMR=NNc#d*n;2wu<>6j&^W8}|P z#1i|4r=NogxZo7TT>Mdj11MRcZZX))livY7aLY+WiN5@FA=wHEhM|d%;*iNhAmMmhi3_vig*_!P7(jG`P+#V!l%>o3wDYYzRB51}WyD7PzQV}vj zb6__!wUCmLsZ)esak2oaPJ7O*Zm!)PA(NTcMLEjYmESYE@=Hut4!m|VmZ1QC7G7cs zAy&N5xD>Gx9@ynatWt&u5v#18jS3hC{60sldUoJKm}Et8A^C>#Ad+8DXGL(KjJ*s^ zNeN=9)`D-4j%gXq5hQwKaos2vTBUW5FFkFkk8!=4Q0BIoOAy?}uVx`nD zt`K5{2oX&hL#)c4wlTyCnRgtq(tze5Bcv~{cEk!99hyTSbNNPa9m>90BBP|w(Ewtl zI6flN%Ao8e){9snGw0rj_sd{mBIVktQ>$)%#0vQ=qCB)l>7ZBehF>CLg-kDsQ?Q5k zS%?+?T;h5VeakO^SRtYb2etrWg?u()=L#TJ$S0*PqX1$h83J*|@(5+A5G$^@7-H4Q zi&!CgkM=aUtf@?joSE;_;c2Uvg!VP)VI>QU`x$|8 zPIU&U!6A-yJOeLI2!b}IlDCQsYTu#z3Vh%Ez z4a<{QNyCUa$R>v2Mbed$wz<+y64r*lE`q}(GmtmrPkZ=AS}Z)g(ebq(h$+g6@EatC z-%1=!%wv}1hrgpi98FAimK|4Fnt1+#5(&j8P8^72#Kec31tl^^8c!4cvf9>Vz1&Y9 zhHs-`3L*$uA$6lP$Y{1B6=%=}?u<6M6t7%-a{Y{FK+?(aI*dsZK$~0&Jyd*hHmzI= z@lSNN)qXk2$)&?$09H^*LaCox{z?*3St1o+*m^}uP=VO0338@~qgCBJgn0(Gk z64I|D8pWacjP_yDL4p{C;_TtYBsJqStCECN%2{y8UoYpZB$4=P;?g>gH}h7KNPH4H zLBSg2tt27+dcv~itt27+vea|stt6o|5)vj5;%pv5NejYAMGDSB z5bk#x!dtU+Kw?211a_+%y}J#wU8S`oq}rRG&7zaw<$GV0fq4f4_acGAhr*D(Q=Yf0 zFjzmMl3qd~39}OHC5YAVC(sIGj{3;^UX|bFBpVjl#_!K4lgnorEiU#F+Nf;z=Wa^E zrIk=4!6G4K0kqdbl>R2LGh;(+B0c6QLWHPhRzEhL2L$0%xb7 z&&&D0+nwy}jVA<~OuCH=hsfBxi?lD3o`1cFnz4DOJZvwHB-UfSd8r-E`&{pOfBp!Q zcD*fRVInh*KQNb8>*eD`zxMMsL?|SyV3H{&$a4)DOGDos8u~7Yo-rg8&kU=`*enUu z+gPNPIJ`EQnMelSfTNqFc)t_Cpr0y7A`C|f5Mrh7Z@-bhgO#e)OVb>N9^0oo6=3-z z4%;nfjpN9OkojEsK9j-Gk2>tOa&!b8t9^S)4r2el!+yRbBZip_9K<3{(%;2L9E$b7-^H>=NgLeTlM(P5a4KQ z6qQy6^rE8p37!|DR*O32Bd$C~W3maYY6hmk+yhPnR7B?r6o z?Iybiu2?Bh5_I*!-9K6DyZ$?=4)oRi%$^O6hSX|Ir9987hTlTe8f*YwJSc2k zaMRjke0p_jduP+FfZyWMB_QQFieLx7g(y$(G3R=b8-GPcxPQ z6nUCn)Wav(4CVFG3ASO0!v(E-Dp}G`JM272Of|No!t>S6Ao+Z?{LNMLN$VFJ_Fk9_ z7YF;aC-jE7??Hd4L_7wg9iaxudn}SNr1Z18WZ&nobLMtriXOR5O>1pt%X`Ag^kRAc zmCE#DdB#U&da*pg|-SMFBGu8N=3t*PuO>*Pu^2CBHY!Rz1d!*HHN? zZ1`6kcCRJ7D2_1;oU8p?UB-5Q-C++{qGfms7hW~nuW31({q81v+!9@5b`kkAZYbgF zO#2rh2V4E6CVO)kw;1S_I8ZY16XbOLHbxyDTRw3K+pl7MXBSmoTubDiE4((l)|z_P zN>^Vp>0L1Vb8B!vpxpSDsfpQwC454x60ea`T5PoiofJ5wc{{PN5^A-^vnZ|fi6&b$ zXY~U$_2YD^u~$E^Kyw-EPdKQ>8F52x&Ez!SP%P8~nNt!Mxj16Mf5GR(WBz9=!@)86 zjX_JBE2sv(frr}LJ&~Tsz@5X4&0Bl5Q@uqzjm=wo@zR>Cw{Q0|X)SHd;Q5X&ANU*9 zYTKGYS(BI#H^~(Lqob`E6mV)RHMAeYzH3TeN-0myuh4tLVUzVKD@*B#wsefqXAHG9 zQ%naWNeF}wq}TqpkozC!pij|zxkMIYlf%_Ga1OA@!J~YLMqo`4yr>-TQfv^JU|+? z6I6zgwr0r4$Qt4A=BNN-DevaAv^7Jt6x{}T2o*tZYsLpmpc~O>zLB5 zqCouz9QLx}Qx7~(3cj;i{Ht-y7b`ZyM;-KC6DyX~B72*|UQv7+(b~*k0gl%uE>+ot z!wn(ctmkshyi2zsa=-_k3px_v5@v!NND(3=2S#O(15kqCP-(9OXdzgP&3j}wSgeH{ z5a;c+mw^nz=509{^o=8o9-zZ{M}7f+LZidsxD(*D;vO~ki_Tem1E(QaYl>^qfx|-q zr*>2Wl#YFOWaPWt4iJ>6g*Ol<>(Lk?;*5$vTIF|{%6^=TBh>>fQ@jCRRdwE=6pRg# z2m_OXha#gYc>_dF8316P?keOB5Z%Qg8{u(*2`m?pA$^}!z#Aa)LC0#}o~nj7Kvab- zCGuz7hLph@C<++bw6b{vL^!YKwTI?;17u`mjd0#zREH-HT6hCQOS6kY7kk2B@LFPo zH$bK**f}G-0WxsH37O#ykWr;!gBjjHB8A8s5X0q{f-5J?l%CxpJuwpXx}yQLt|lqp zYEU#>f2zUgndf|w7Q8`p^p^q(lLZIshv~J3GL1#li~3Rz7J$U>9+YPw?31 zh3wGUWU|wGLF@VFk8Z7Pt{**q^k{U4;kSpQ`|Lrnz@VK*CF zyVy0>6FRt8v1MfN>AM{EMq`=)NP->Okb|VWT=8A>LNs}fHFDJXIfuAt75gR!6na;a zT?@96>YWSPUw-ZCbQ9>O6$?@a!1IyA>^e=W5Czl&BsW@b#O{`8f83I+zEFCyB>$@+ z!6eOeMSfodC`W|b$xwipEp}kNdoRReamqzWAnBg2CaEebkrEwV zL`Bc<6yk=!_3so&e_XQsTaC0T8rVSVXh4aL) zXf%(Sq?$Gwj6eiCM@>>y9XR2H$VsZIqe{aDa*}FZDIf;SLl?sRZK*KeMYx_fNi}Ve z1VFe4DpltyaFI3&Jb%%F_w%8{i|O;`O&=u^tw~wq6bn|Jf+NX+$vUxskWU71Z5Es? zyz-%zls74Lh(BjFKz+nvcSF@n*;*qa^8lh}Ie=-8qO>EPBxnUzEMe9ts&9G02744` zd4-2ZFJ_>c1i^6-)p-I~SwssQOdX6Y0#uq)s- zl)AKju*oi1I`_Zs0b-oO^NRYd zgq-|&tjRuW=~`fR82K}9m?2qIzeUQyE`7Vn?tv>-3X}w0Jx7!J$(kwk-$`|Na&SMh zXakH8uFEDA!L5y_A-8um71Adn6StPpty{zE5&`R3QhLu8ev22U55UGbQxAg5j_}gZ z3Vtg^>X6^cY7JTq$PPv35y`;v@-g-(N_+7cy=6-5QIzFReC$z_cMX*P6?Uj%IE+b7wh>gWPNxn zKTKA|vVz}2Bt>=&{yeJ|y@#vew-B`k8vtumTmiqurAt7{a}>c2ehX2a;A!mOw-8Aa zk%=Ar79yoIy0wGfl1PnQmk3zTlJZ-3A7Yz%N|;dy;lTFwTbG2Dz1L2ia_z}E8C4+* zvbU%1fv}6=lOFZ5BcE$BSYgdr2GGpY^u73ID0dsWxrXB_HB&}V!7g8BbAVd)Dp^uq z1owPdXIpsx(g!_O%HLc?pR|6#Vef^>aPcMAo(VsDMZ`B*A|8X$j(|74$08|1NP?%T|504B^dIAn%pHhkc!6jD;k$lG>N~RJXiWD46HUS%qDEhrF$*P z(_+g_FkRSQb@p7~I3BDhV1^=N*n039RH+sFlTOL+4YO5`vEwyVz6u-u6^Gqx$u5dx z%)*;O`?tD`?f$yM9 z`~=;S*Xy)9iCUob+Zc6tZ280`Y`=>2jV`KKGpGu$&91ek-nG)zmrQyW4FB93+z%)> zK5E(vwW@K4Bz#eB~+Yss59aZklPa{lO-00H2AMM-2g8bLTpRy8Jb6kF&AvbYkSA!R|YMeupr$T>|o35 zqnetxr@h>%-gmRc=B>SYsa{&v*u1sV(R$ZgOXo9qzN6a*{z%pK&S!8og4L$DC>@>8 zpny|zs-Z&}@?EcO=)06^pISPfVUwi<+9Y$dbfnU+JM2!aNaP~of>2kK`7GuT3*pxt zC5eOpoxu~zAR2oiJG3^L?6h9cdj9#NTWg!^M~@#p8k@q=efC@QhWBZKVw&zS*2hNe zsn9wPi}zYm%3u1Zysj!Hbp!LgDz)w zcNlm`Wk`A#G#K^GZz@K*pdr%}teufAXvn|`XJn=e8Zv4Wxu5}rnJ#D&DUcA5aF<)s zXJp@Mu zgzir@7(Hv9FVccUh>rY7H<5sBg=nmt73vq$|HlTqg$z1ONp3F#78c&Ht{WY9h6MLA zkl?R1*sFmYS?oSKTkeRvme)1XIaSL`73rL+_Uc0n%cBO=_Eul zAWMhMepttgy2$6Nqp<>D0iQ7D=XTPBz^>xcB<`LH{`!zu9#fxavI~i8|zH>90BLt@Otld5$)6+&MsM$JWUK ziN3YTt_3?u_2vbwFu#2D`~(VW$CA_m_13(0ofk;mmmBQ+3m()3HW^sTUJ{qoe)^NyxLKty78Crq z!(Nmz!9e^JkRtP^-O;G;UYRk#%!GNqtMhHRrgcjymi;ALSICZmI1hECahQ5M$N-$b*kIq2u?bUV z#5X^0UUK=_oim%qk6(Lccf$YO?qp|gJRvO>>Bq^HX0*wrJV{Vg7vvv;7AT~&yph() zSxyenR!%z|pm*gSKb-kmCgsdUA?*N#ij~c;3tx~@jZJt{UKw^N)hjsKt9Z7cah;kX z%8!-nTVNxTg2y36Y)XOpi>U4S{j5;n&^#2lvk2t2IK&VkNWX~)xJiCmI(=9KstGe= zm0Fa))nTVWsF25Qr0D?5eyvIiD(LH9HP{<8sv(ZIYRE|_wD>ZF^=}&N$23kCV5&Sx z;XA?z@>T1Tt9gAFx1{|pM^WEjgoMbadgLr}*tDu0kOL_FZw`AY*bopXP1gkX)VzQJ zo43DQEdVp6e;v_jN)jkFxs2v{lac(fE7)bL+k2CALc_s-&0p3=pB%VGErM&zyt<|NuL3CTLg{IqQp7Du=>ya=Kux4p z4!W_cbj}RJMI`sz4K`3dR12i?_7(mlCsBz(!_fqG;KhO+cpkg__;Yv=+GsV8+_9L$ ztJrseDO~-1+qZ3<9Nc(SU|_qg%R-;Zx76-rZEM0UOjtbaveq-tA3e9Wu@_WN^Y_`h zpo{s3X4{eL9&X2Ah@LP+B8G^DXs@)}-ab23beO&{%nN2Sc~0wDi<$6Y_+;)BS5|R0 z17Vo&o(*$F>$!_zChJ?f+dEf!FWFBu+21Q)nV~SyGiL+w#XY~zG8T3u{2X0au5tN? zhHbSEwKG5D>H1Jd?L*m9^VL4o*=Kh&q>IJdbfe&=?C1@BSN_+@6Q3zUO8o}u7#+C? zotz@1lv0q2;K@bsfCyi7*gsFRXWZ`2`P;Q~x2&Gs-rne(a*LX9xnO|i$&{-<_Q>O^O;$#C=bCz{;?e++x%)B*9Z2;e6vi-u>U;fup4A%EDmZ1QS z7T#qFAy>RIy%f0;;-37-Rmu<{a^+<;dsM(W-~e9F_w2xjFv*JGL((198A4RQpw5cm zLm8VH+LU6FbyA89OHEBqohcw!a5Y0$=kvBUSoMfZ8#F3_TtN}wJxyx3Its`Y9AJ8u zGBGIZSJ@~T_AB`WhV3GvbfosWvqZ=h*Eo#V(&J>o^yddQknxb~^)wNdI|7A1bA^yA zM2cwE7;;tmyp17O$i!pFmDttH^a5)~u8;`=i`Wxhdzqf30ptpqCU%UFKjW!Wr7J)$ za)r#D`y}38Bc92cAGtz4i>MDzVfDPCH+|`~gFB++C6Iz#A@hsEm3dOfO>2|!>D8_6 zolQ3jx#FKoToa;ic?FOwL^R>h7C^3$&nApr0ptq#q||W~K&~W1h{%;ZI9e{`iYqRL zTy^pySBT!DJq@53bu#f0X}*u2)+!}8M(1YzLeNdpuCRwQ^M8C^MJD!8TyoLk(~_Yf zqES;wwGHu%&otO3fG-oT9fo`dtiNe*eQR=NZR6zl9G~^oQ~fvA9r2&NLwBw?n5 zVH8u6d3q;l7%?pwO_1ezt)yYZv}7a0h-t~_FkERTDQlCJl)NE-@549JV&UP%E?9dp zYdH~ugIw`jX`^+;)MiP__&XZJ(Zu{`*>RO+j^{5nkx+c%#KA~Lcx0Ee*hJs5dHID8*|lsW^TgIBU|% z@#`;|Nl%!ZMJt!WKoKUVb>%*mQEVc8A4H)jUTh)*S>~}@-YOI6k_h&Ua&9v!E~HB_ zwLyfDdl?PTq$Bq-iepHB>}R|al>WGv@lH?rW1nPjuyC(|(*Zo>_Od;9XyM z*~njIA~6dXd_^#UaEIqjrD?D3rNd$nR*)9T!vh6yJ%5!6sW6ca5RAPtEvP{4`KwGw z)er}vglI5l$pz^^lEqI%{UBvDf0YTT6wqM^PhU!!vK)rbUu8l%X-xIVp9Kf8qT`h2;OlX~Mja*}Rorhm?5>gojdX{>$Tn(E1!8{KVL2O^sd^2#^WyM`0L5Cc z*JQ}_#~gNBIp-6)SK$eO1)7or+JES<_mp%XG0TDc83(&<+;BO7@Ly~SO=t?;D&d*r z7t3KcfstFdbTsU*9Q^#7huMw5KxkQ@=w^V`crbVmajUX+ZWYeRwIYCUEeHWALHjac z{EN{2sRo02l!Xrd0{)MV{2)Tqch79>t-5B-OFoc#G5!C~VIS4%?Bmy->}2^6H|EGJ ztPT#sD9)#VT$f+6Sn3(noYl4M5r^FkXOUy?Y0@+gA<~L-5->X&_K@7o%pOJQ2R9F> zqEbpzT-;II*3DaS1V>MQK0FDFgel{XUdrBCy^V@o>If~5Vak8I_3(_8m~ZIX;(=@t zWMGRRlni&CDsIWTk`i}FzH!+&i1#Ft8M^TvqU0DN@gPuB?u6)zCLkW*(Dx`m219AS#%XZ;zsU?T=No zvJ&O{bp4x=yHP``I7nBNk zE-qaHTAqUmcJN$?@&s>V2hW8_ng~zq;JFYfr7^A@JeNdjold%) zZq(al?bIpPp5&836|x|Ed+Hu2yBJVJ>M+UYn(R#=rO{X_P~>U+_+}`v;SS%1Zi&P3 z{yvo~>8BlbzN{q`p0jp9Klk!CS5d(5j~w=1m=$Lsn!(dTnjaDW_k=&@JH9)iFePLyKvAju3WqPqZ^P@7oSf1$dRmR?8&gG@p zmnfXUTjo^hf?Ycu86_GTx)nK)ipKRS8kZEZ_9_yZRwtaYEtic|=lQW8sVMwZXVHa- z`5{Y0#?bYk0w#~26`CbI<&^yVaN+mTbdRy*b=1BJEB%( zpE3)d;&GUMwPYqp%hsp^DgDGHY`=;Hj_#{i`>qOa&#txR-nG)-mrQ=AA4?gHJaTJr zO`u%-mXkJqLaZWh1jk>{N`Y6J_Z$l=q*iM@i_%Mt&52nZH#E@S;E z2emLWZm9QJ2HiIhO2(MzeU>7`IArtuWAa;rmYz^hgkT3-UN+U(y!BT>)%uLq*u3=@ zH6=Zf0;YnQns={l_p@m&z0ctJp4~ot{LN~$z0aVm5cnbS3p#qAK>?@6QbUh2?7ODq zC6)Np(fbUUY_ClUEhs-;Hsj4#K$z)$CXoUO0VzTIa-#m< zYOw2zL)QxeDS_(uM!Nf+A=@B2?0!+y{sRtsS@EfJ*V9kIdQ5Wxu89>(YLUIoVXr8z zoM>%&(QB~r+Qg+Qn{v1T{Fn8H&Y8FMHpCS8z;i)IA{5;)!4#wjF=GmPWiSO$gy2-^ zFB51Va*WNpZ#QzR1u@6wy$s9{HgC(Bp>G^v^avf!J8}&8yBZxH$DIJTMSABs3vl2x z1anRCO*%k%DB#qNY9JA?@AeISmt>`NkOF#tm0CiGV1O$4Y~qc@hB`8Cj+j5}~&=Bm$zQ=+b~aZZLR7 zF+w6B(-W+n5fT9zIN^-UkO;`A(g4B?i6D_eBoRmnVar4!EI`ty8jPNk&KGGxBFv6F ze*t@G_-HMB9&jVL+viA7U)<#3ZD4L*ir!rQvB7Qug5?Jtrt*1mSa>MpIISBUcZLKH zGLYb}HQ1|x99av4&Xzl3KEun;?wr{?e*D@qyA%Geb|*V~;|b+LO1gvt-hk+Rp^w%8r zR(f5aH2Z=bZRF25Kx)U<$pMMJwaKmpJ4yBC1q~p-e2u&W3Tnra)B*T>FN#K-4bn(TaxJ)YE%*oS>>1SnHxFT4iU+d<8xWqq!5Y{Q&#f`F%FAcWObp> zo5H9hg4gS{EyuTv&D(OY%hScej5<5 z3u=y>sz?Zw5|+PEY8S4d{DrEZk?t@Y)kf{9psMup7pmHeL#*2KF;#_->@^wSN-uw* zDj;;PHts7q7OSEBg{rc!)kOY`1G6@6xEwHT-trf!3goep=O-{*YWWM*k&$Ie$y}{P zFX_DHFI3euyF2te1kKHrxtca$fEvQ`7u^vxb2V)=7>x+lj+(iuI&i`nkuz6SN0kN; ze+&CN?bsCY4b-ty_AMB+6m zYn*QhLF8+;CzFl!t@ZJ(0hY{R<-lZ}Sm4Pg1MD^nTNeEPFIg;g2uAx^eN!KC*xhgz zQu5Y_rg;d#-vwEnb8C;H^uwPdlMR!T?NOBFB^~Thl;t%b9=(*kvw9m9xw#&Sz~_2- zlC+_LD+)ak;=kQ`ct%PRz|ghD1KA=--xfhgj-hAEEG|~hIJLeJa>1yv5f zUaG@8g!`FAJD`tnUN(UVZf(2`xht%xus9K(xV4ON$&Ij0={AbYky{f5@>x!r&laAG zm$45p$2nsU154qtrWHI_iqtcnE32buHDEiGna3o&n9xO@OQ2pcMd`0hLrO;OC+Tfw z&yKSE-H$zrvizY?H9QwQdJ)fs7e_zXJQvi3;29}FPbEAToYB++RYA;Pf^=*Vgjh?c z0{#+H=fz4y%f@r@T>xRP)EgTQJZ;2_ktrZJ>hvv-uhh!c7M=^4ShO|>&vhVHr%pT< zvOIAhNw@=B!E+%(OAbpNcrIi{Fz6CWI@E9}>cMj%i-Bz~N4tp=miijBvhbf8-jOxg4Cci4Z^xGHpat-ZeoxuO0MbngW*d<|<1BU^cYF@k`pZrB z<}&Uw(5461-%*03{-h=65ZMMPq;#(ik1wCNgzZljtx?b)@~+`Cr#`;y7; zbc-#ck$txY*96MNZ#ik>CmaU5LK=Z#7PJ!gN&`SCRckzp-kd+tWUJ<^exRmKoK`jV z2&jtnrySJ6%($WMXpnVCUNS~);R%3=?r14OjQNve9$*iS$!`r>x@AETf*ovm*;Hfm z)?Wox>oZzo^VVO~lvE87mkxAf}{yHhLTlznv-bBP6T(MWeRzR@83 zhJjpDZfKxVIn-2lG(=F@wckeVsc<`nx}zc5i&Hm3W}gLnO-9Wa>W+qJ3A$H-Q?x)+ z@;j2L?r4azFw24bS#Ys~&&w@PV-99SOLsIxfjm|k_7lv9k?v^7$jCCKFdKt9FdJIB zqakXF?hYg51s%OR8Xqu-6y~+oqR|FMx}zb}6Re$)?r6xs31?)cI~p>oG=MPE9Zezy z5&}{p{^jHazSUsY7YDZ&ae4yx9}abQMnkqibl68las3ZC>}AEL9=M(qG{`ht;F?&m zq!!uR9QKOh%9*VV=YK8#-oLnp?b&U8Q8|)S`=rBbZybM@a@Zjr4 z#|@F-u9txXf33k@4dlprTY}D(J7UlB@Ioirh^t9XFF^5Ex%?9kd|veSA&>-p!8 zZmn&uA3c8bXmpF=_lKkV>>;sArasZ4p)kbN4h^YbtnYBx&A{>KQ&H?D%L_q*PE3_- z8X1uKa}Il>F;xIG!LvghaAxMc zzB=s$3Tnra)B*T>Y;}uOzREY-4bn(TaxJ)s#xlCF;XwAA?YN|dPU=k zKqcvY<8lI(Uv9APFL+QF*koWSJ4swp`{_>t6zWjq#~t>fj0pzfr+^gMKlS^*du7G| zGZW@{uFkjNn$|6;SoQ}ErZ}D9yb(%}%bcw#u4D>`0J2WAcEFK&!t$Rq*pGk($~J;i z<1;?jmBY`T@R$$cJk*iK)70axp8+_3vBACv%n^n?DKiQ-zvZ8MlAx$A$Ug+F zP_)92q{;b~lLNHL>8As~+OsZ3V5w+dV3Iz_$LxDSsKyHge3=x9Vn+Wfa3Lv-qv~>Eg z2vjp|Sk9va1!VTE4m%A(g*-t@nhp>wwlXcKps#<`U~kZ{*P>$bNy_z~vaTDkG%yxe7Hcg}1cKhC$??qqFia_ov3Cx2P% zndgt5Tie(RNcqk_EB5`4+V^|=>?c@1UH;i&5N}LL2Kzy%*Y!8;t#3`vtZkg!3>);uEJ4aif^oR;F6{OC1{sG?bXI@d z|GiOcC#LncEoNT&Zo%Ir?Kmqso3yU9#iZ&LoDE3eFFur z9cIVjVO>N5Dd&F{&x|}2NhU=|t`YlGa3c?j{jN7E_B-CPw9sbgd&Pd&?H2o8zfgEN;nqJi*cv>AYJM3;K#0Ui1YJtJbc$uwhEsU_!s zZ?Lf*Iii_kkZ=WaS3!gSR4n=@B3NiR2A4e!1PiFB`GrnI*imYBAQR8Y=8t-^(-V{? z3Byhy>Dv56<;d^59rh+Yn;AP)$e(f0w}REqf%pDrr|`80v{Eczv2M{TXs@6j?}A5S zsn@uNp25Bs?lUZCgH|Gn+k6DpB}9S3GqZw5OgP^{fz5&+PFP2`41eRAcjtv;o1)vg zJ1Tr4y2GN<7LBNWtHA~;M??T=N4+FSOFL*q#sA+LMF84CN^~Ko zM@s3@V$pojTL-Yltl*lYloKtYU9ZrZczV_(r95c0Yw~+dHcUU}D3K94!8y0Nxpw>N z*(uNA7Bv|~)@9%q`c=2kuX=@kRrKU^lRHlR9;|T0c;OJpOAS(zZHpYS(##$*k6}t) zZM8?N*qZQ%Q_HrT&P*HpMMyS(jr ztj9~1W(&eGAP&h2>=&;g3nrfQq>4YJew3JUemSF>dJMk&0jo2A@KyBo5JxnW!tLcZD8XSjYU-ES5!{ycb4auEb`V1=9lobffQntWg(P7 z>1iRNkr5HvJA8Mj)YiLTehDH+G;=J!q=LB{%r8MEA7@a7Y~Lbj7swcrg*K31f(QW3 zx|XaVWE{yvjpUaoihzj4^GhmNZQc1L$o#$DpxsM6B`lI(f_xZJV#+JRL18xCj{Fj2 z@=`6bAQ6V|a%ehKnXslO?dUm_Ua6gmY*%N0PJAtueDU?Ojm&SPH6_TNiktmUlA2_H zt00co`p&TC`rb@;t6S@9JL|iX&MAdV0(^61OFGK@Ctf=_8I^5uC9hU;C4031$#RR# z>#Uvh_)+JZ!c%;q$sg7|)X4f)O0rVcQt^6r5CKj+Z10C|gg;^Bkow~I-M-?%M3|3> zxN2;=(HR@baMjqq57gtk5O@Xupp$Q90su8!nI{@-3!K=*tUXQz#j+!(?{{ba;3PlL zvA^PPd4s>WW_vQ(Sl?P7-x~Zq{}V3hxf5J#vy~QKnaUm=wk3}aU&sE3EXf1iDLy*o zkBe`XKf(@F5lkkWOYmRwkRljIe0qvLVxGPYl|E(47)P|9=s4VZ(&i%?RwLu^qQt6C zr+Ie9Sl77&v+02@IbYRnHlzrT($YFK_LqohM}KS68ar=$lF z3`eK!l75}^FpN0A6emrP&>K-WTA_HuCaRc*>F zLgTF!u--?I4dO>Pie%@ZoeSGmlC4f?=T=6Y9%YwvMv1UOeuwmHpY-c4<=5Vj@@t=_ zbCTVqN$w3O^QQhf=`qxAi+4GB`z2NkyI|H)nPT)r%ER8@HDTh<0hTn)g>=D%yO8+EQcjFBr_Z8;0| zL5JO@bK2PPL;fs?vUWiZM(Qse;tj6bN$^rtsoIs+d6b{r;Fe8_13D1FOe<*h zU!TEV0rsLKdW5Dn3Lvrf(Bz=hHESF4mSLB#Si;u2<@vL`jYQ?MkOUCK_=LhP~~-2R3K5fJ+qzZY z=hdg~sto7#DVq|SNcMo@B>SyrFCOOIuyuBAe5;bUT~O97>z)u)Hwt&r2OI1qSw=cC z#XNPOWa)Uh?mZx#Li`^4Cy;AVL_mdLCTD-lz!VmiA_PZ!SsmrSCD!f{4nckyxOM2I zWLOhW56!rnxv8h5V-u#X8Im(M^^}L&gsInM)zd0-5~i+s)&KYiI|=NdhO-{o^#O{} zs=EcZ8XHaW(4LUEra_@o<7w){LsK87aXzNR;srMe=Z|K3mIp9y%mcySbl6WffQ^ZT z53~By#SRI)+o#_Jg~031vSdO~t?5$+9)~HkQ2L+pcjs1)5!1AXfzVd!PX(aaP41p*zG0h2|(VymAaC{;k?ACw#S3g9Xd9Evbj0Hn0;Wg{SHj6z2sIxlIf6QTT zhttTj|1{~E2Nh{WC@TXP1cJyOU8NPeyr?Vi1eWisv_hH}b%p3ke>T2mko`Yi%6`TI zdlk7@yp9fhijl{lF33;Bp}RHll$21Ar*2#0k!+EK7jLyhCqq(VJ;&^AnFlE$=pu8` z;yF&|_p?%17E%5Oo9t82ZpUNCl*e$fe*&{aVt=LZA~zo8r(yL%+I(L?Q$K0z91svQ zWJY`yX5<%}?9;Z+OagoyjP+4rUhZzPkJ`FGaX?JCBiHf3$f%v4ZLq0=lLUV$^#}OCC_!c&gzZGd(#s*g z9%2^l0$wZq*j487UX>jY~ciei!DsDYvUbl`HDGDOAyyT!Y+}Nxl)VvN93^j$9 zwsvr1DPqsKv0g@Hn~L}zC^U~z(s~^%J%@qmDy5SGL06hN42$-a^{$lY>dpw?-0L5u$3iF-)VRB2pK*vD$KD zd@rbTW0r!J$Q%&RHRQ&6wc^H*naQ}Z1F=4};>M5#igRO@(lLnCk^@r}EaAow^$C8*5^f9;H4&>=!i^zfN@HG2xG{;?Vv-@L zT=epCWA8jvYD1SH?>jZ?559Kllxt7^%BWq5Fvu34x(X7!39FXAm|eEIy*D|#H(A|1 zy>@nexAi=B`SIuQdMJ%n^T-{G^y2@s$#w`2sq-ZiMQ$gtAY2@lCEj-9C&V&vCPm2+=_N(-ku6@3l$H z@wDYlZ;+7~@IJACx6bs%6jgHb>gn$$LxbyuH?q~K#`;Dy)u~2*51RwCYphQe`8&qW z8+3swwq_RM@N!aEXP`=bvTLbhBL%*m3)>WwZ|P+S(hUn{B9T7}Y$j~mRfmPh z!Fm5_lf9*sI}Wt%98&4{iRYgszpc`;JL*Ac|IQ`s-&eB8(Onj6QdZ^F+O^m4yLLMN zvbpp0(y!Bpa%#P z)sJ)Z=AIhCE(oRU0m_MmJdJwcE>qpzvWPibEb@I?Nb5r-UPhIo#U2{{{Uwu_GPiJoG`iX7LtFEWJ8$9dL z-2{ItTXlCgC@lntNK^`c%lgBFXkZbW2mdus37#5HQy(@aF{v0Sr)LZ)l9ZWBGd;`5 zIsK-o?r!`XL*y&Ez>4X}0@!$`UVM6SaG^{H_!+*_9I0?d#=5&nw1;s*R_afM^D))k z4bfkm(h*+b*|6Val#QwGZit?s!?kj6$r%@8-Q5s%VFm>GGtQ`3x#@B+CVINNAu8nY zQ@5R9M9g$|Lxx6HD&-O1s2+@mp6+glrlMQJ0C|_Ep}QL&F%eTo!}ZK`cS9y9*gZ4d z-H?$Jp2<*mH)Pl-976*NL*3mZVjxi=1wC5cM{57Q!G2K7B{#tbbUVq1DH=MvA)6sO z_Jbt!rw$!|*kLaxOg?Z$DX@@n8o@QPYDq=1cR1|(2>OZEXB2TB%|IwW9k5)3V`4~@#-M~E1yrh#f*SD{6%eU|Cbf4Q0Od}Hq zW127uF+%`9aBLFZSjrz`^C6SW5RJ)`M)N1(MS2?05C;*B{6Kn7L3#-u=dFFtsdM&T zwRTnQy{h)EeNT^Mg}L_GwQ5z>s#U+=`q-MrY=v{qc~O=jS~fQK#WM8JRfaDX#Siqt zGUQ0HJ!2V$ok~~+EJJd-+*dT@fj)TuIAR&7sZZ8}Wgw$H^TOAE29zmuu(lZNmoHxRsj2v6egI)YCJKQ{l2*V)vq)O;MnDjfO6^g2 zL6G{ZlYk)fmx6hqKkzH&u{L+?OmCk~FUBG4w>k(2LQm+z9R#VXng|F&U6cVK{+3vj z5I0@r1O%Z%@Sg_b3J3^dXkw*k0%F)%Cjx@dlzdQ7DHT57FMbFJVuFg@^Fu%oBWG?V zPXq)ptk$9ML_lc7AiP4>3uVm`7FI6(i!I?G3?5c$ML@{IkCGA`kPyU%kc0KI*tv;> zSSjG2TH;>?I(jf!ZR2^5-+>qSanFDsKi?8>MS>Xf70CI*)jSNo%97LB246VI z>1^HCLgGO%3LW5dw(eVBIgU90Pe;WmC+Ak$&=Cp$db=Lt%Iq%3HGnX5ht|>Iw+0Ts z#VQ^INT@pvv05bY%*i?;x{pP|0Wl-J0c#9*q`(_EW3mK2lqUuCY@eaFz2g?B?GtJ( zPlvK;o>igf$Of6c8j1IytH_~}(obHc=1e^sM+d+DekAVmrwoidD0#5;C`6C3J`;%# zJIE3#a>9vI53p(=+ou4K`tXLh3+*QB*BQ3Q@IV{&GuUY$tI`a(^xt16-r;H~q|ZGe zLbM%w^>LNfD6Z-rQ0iUDy^{2Qnr+bS%O*rq$v5MM#}<)ddmbJ;Fu-kPt_%}E7_ZLk5SB|d%Wo^N4t?}2zoUv7} zF&9y?d25Sb^!X141?gZ%E!xUNATP5r9Yd>j>Mo*WZ6%f3BcfzSLF&&2i*-<@!&ZN3 zU{=8)L)dRRnASm=4qH9p3)g)Fwyh+Zv#CdLU6kqI2uTPIaBh&Bt^l}OxJ-ww3c-Jx z3^PbCyG)1e(8NmRM9DU!*LLAD9k!a1?}`C|0T+vs%^NXst(K+l>#E+7-9aig5@S|jlilM^Dtcrc>1|zRr`odANc`K!2%A+i%Tr5g9Zy0{$8T0403Gay~Lhf8?@Zc4mtIJ)WtUvwfMT?JpI z;wv|Zj|E__s*y$$j2LOm%66ICP9o46Qy?&wP!;@MD_gEGm)-x81pS7d48LKWbq9y}th;#I2# zbi!9Z;7*-v$(O^hotlyJ@JAw~T|i|^1cfxj&AE5@&2lU8RpMs)yfM2`xG(KWSDkoB zaS);PB?p7y#^4#70Fz6?AG?~$Lo5t#EJy4GH)iUwS`#jhg$5s`8+`4XfOO@)a*pHb zDgo&#_&lS4bQOGJQcc_#wpR;o4B{oIoR-7RjbUvlHzmgts)-xJbDG^qwJ=hYB!gfi z;nq5;gBznX%F2zo#*J+r*^KVLVyY7vAU6hk0Rv?DPr5)sOJWWL=sM3DvTE)d3^zv1 zOs)>ajU9^hX%sg`EKr&oQ&MxnK=}!&H3y~<+!!$>?1mkR)6o!aj93n8hY^1RZtPH; zn((^Y~KWzWNZjl{pj5q9ZScOR<0$XkMqmT}Rr|D!zT9tlaz zd0@cE)E52IYTruO@7G9cTW3N8;0=C>p)h)h=O8P_~{Ef28s<1o?)AGLgjJ z5}S$hLz}P=1vu~LHpKfY@v5+G2ghpA&D1ijIJe5l?r283=d;&~57x5C@-0hcc-Hx} zj>9$lahR8X)!cdh>C}GZ;@uu^fJ9M)G$rdV)u@&|z}fMbr?F2?@YVkf^Az~;p)|?x(*G?-itSnP z+)=NR{%=@@WFH4#-_=bMG-B#Q_vKn0r|iatqVJsHjjwt>Z+^3?y07*^|0c2hE5kO%tU{Uh8U($v)5w_I^W019TXp+n~ax_x^R5(L=^MQx~-fL5Lm>SU3I|| zP#+%q`tXFKNH+uoG2bz(9Ubp3S|0*p<%M}8AYg6tAawPqSrIlz$V4Gfv$U2$tpo%i zsSYm)Qh#+45QP5HFi%CGIw6H-zturN5E9}GS4oNTLqHIcXmnK*0bwa5Avh2aL2kOr z2?#=k;6IH=6%Y`_(8NmR5D)`yfOC@w2trfxK|v*5_ z5X7)rhr$y9p%H`d3Ry3d5%<8dDMwZ;Ri|L4`^u$%u_YV?%EL;n2#Ceuhd>wCBm}V` zmX;=qotq-uR|@#2mbjM>P0a9!jvh=_BY*DkJMaQO9vSfC=Ud{fNDyOI3pro7nkT{6 zVRAa#;7cnxovr(7NjwNfp#z-G)_rp<#|*%KIx0>%Ik(ba_sB4GZ`VUyncd~M2GDfL zp>=flt-ix=vC0bp66#JvtR_l4bFz+z?qiW~K+H&Qz#hX@;0>HpS%MzQlY)A-&rsXZ zaf`6=C)8@64rS9ls{+xH4KjN*67NA*kwYb=pS(&yMm-xx2fzM)B<}O441_$46*Rvd zh3GNXXCm=o2U#LTPB?Mu0aguU`xF3DAKnmmq1|NtI>Yw3Giipd0W@C@^B2c!Nle!Xdkg+YT}5l-{gU9DbLyW*QI zVLKyW8?T?IJ021);IOZ*yICJUoDvqjsN`v&k@d5vIPh&|Ny zJluI=fUCdL61Me-@toiobb_z4!JJ=CMue@(Fo%(}f8hoHP0-O}&M$a^fjK|-l!D{+ z`}%d}teqU2BAwm|2{hXqkpE~=(3TQ}cmB8p!ZR-iV%6CFp-7zL zI7@k2APU8U2lFv|$#keXx*kHFmY>8iWsfaXMtAvAAHE|t2`}ZyJ z8!jh|5!u>STaUp$T8hXhcKnDV37~6jyPyEf`g|mQ32h1mX3f_HJS@7M46us(#1wiR zVcSBeH7D@2Aq}p-{W9^U^4eawkVy=>&Bi=&za0ZieU ztEt>2ej3f>T^BBGoxiZVbGifJpo!t_Z{9ffu3(2l4> zTe}B4$4(yWo@ieYx0^pVP(Jta#pgh(`>%-KYni{1gSDEc5}W^%tR}@jSco&){AY7R zd9cvknZ2E@i#wO5-Lo-oqnPC#nE#Vuc1kvz;stV&Tk#;>`l*Y?aup_F0^vGo%vTb z9jb@zUPoEz*DMzL*3Da13q9T0yR?7tb?w(*Ii6RP>um-$1tf=^)$1w)k~^z=MciY6 ztKox-t5HE1V4R-aIIx3xMb zzcRW{&fxMjfS>fr3$`fvWgKdIMt+S=y~mB@LjFLonfj%w+Gs!7GjW}UUuSO^!JJ>t z9j%91^%9x_FATqSI=?}w`ZRh8Lt4K{kMzGbk<;2=4@?DQw7>3|h%4={2PU#m`)j7%Wl7#Mk%fB6 znZM3jRMTTIN%Wk*NlMUOnR#I6EFZN}yoI8yhjv^F3{KJ+z<01nXDC5?X{C``plGk! z^x%p1(kfy_dkxx3i-f8+K;~(%w{VOKToKYroF};Ljr+znB-x^^8+w|nTIVIX)mpu z(t)Iks_4u5WZ3FYV_uwze?srTw(_J}XRnSq-HI`?Gvn z@Xqv1wpOUboi~xl#t*PO`d-0$;wumDFI!@Q5b_Mv-pL5Q!rEcZ(04FXtVBU?6C)wS6 z)tubB^W3HByY?<@ZQo}l?yytrozPmo6CO3C2Eat;Yn(WGRZCZ*5IV@K;aZZF0s;ne z57>e$X{JRBp>w2IfTQe&tfgdt-3#r2ZeHy|(AcHv#e?lB3o~(xyBVv2m!5j5cyt&o zXI~|@z%3-_Z|bG$-RP&@lvU3OUSoh%@8q>%)CtALbb-Z(=cx2Wxj69>DnLm7X)Vh|QC)0{<`Z0dHISfn|!F z+ny2pW{|H=H@$*C2 zZ#r1JM7Pzldcyauk`f()uJmYlnQp6P)kPT);%|VI2f67Apy35rewgb;NxhH{_;dIfA1&m>Ve=Nru5l!iuVg*z{1=mKP1g zy8zaYws>?yJdMqE%7d@e$;Uu~d{?UvS_J`oD%3epxY&#qvFZW)`3>>qP-iArhoVsq z#roLLE)Q*pKMr+)(rB2%Jv8ya=y;vq+YtXQ)P=x+sFLW?#Kq7PM_<|y&xX1jlu0K3 z21L`LI5h=`sRxgUt9aFlJdx6l!yNc~NKYqd7~p&O z>hBCYP(nS;WF3a>#Ei7Bi1~U6dblyX#Iq}@7AA+1q#KMRyc$CFaATB4dHmEhZfsVP`M7NWTrk`iYy}LE zN%lqM#sUQ`i8&CU>#QRSJOC_8Qw76~5i^skLvdq=VtpFLjS&l!=Ejup(J<&3LTb%{ z(Q#uR-+*f1Aq4UgQ&JF%K&fLwbj@lsgdDS+6fw~RrNPir6OT>!<{bzjK;fovq_i}ugB%0#GC1@SYKR+j@dUz- z5lfx%Rsvzi2r;!@Zy@ZLMr`6K#e#&^l^y%&kxIL{bhf#yq5Rc`xQJdJ{sM~Rt&`agdzB5JXt@_xIUY1Js%2Hb5{VB~rdB1}rZdQ9 z&(^TPvbj&zr{UX?_*AtI@x&{e_sh!oXUeNv0i_-ZNzR0)f*0rHxc*)JX|-joOJkFx z%jDR5Xe7e}>yf<{wW+2Td=HxXRO6w2&0*O!!N-dHy%6_%yaID4a{?8`*n%UtaHxVoxE@WUQh({*Cjn@s7dogU7jfhoh96* z;zkNJ@^~mRQ+WI=9d%+uxxW}yo$a`~2lKQ~QS6P>zYV4S{YZQ=l&zEorIn1vCTw^e zW&VRmd?pk{E06U?Zg2h5{gKMc5ae4H%0?1@O8^N>fj42>7ofbK+Ys-sAwR$|0fY!uv4{bf(JOXqeE&crp_(UNcKr#8g9J?bveQ#Z}f`^z+{Wec#* zE8=OanZ(aV;xbw@UIOyUq9*?V>f)(7f%z2vZhjH3p94C$w;&ABqyES zutsOr(?tU|>cie7=G7u~(%FrgFR$S<&-Sbz=j5%k8!RmbzU1>&<&+f1%TMVS(+5BlFe%sTN2=6n@$b_jZJ>%l7wHvXoC<{XT?L?=l{)?6}Cd@ckxdM!do7QfG zc;G(`h8afW52~`N#7faQe3MQy7>@^zx@hf2ERuXS^oX=P2d&*;#0)AThwH@k89qO~ z-3Z-g?j}#Y-H2hOLq@t3o_f1!#31}a)?05~`GS9FiFYDrp-5oo$_35v0fTWiGsQt) zH)1cyW8W)@_kS)Dw=w3P+(bFBkarp(_OfVMJ&K1T@n(j8Ri^hH?^;%|WW2f6DiryvLwf&(?`S3p4!LlY~NLqTu> z&5Fthe#i+0L1;=oDX63h2NVR1NKz0ZKNJKpLDlg2p&*E%Gk23G3W69`>r!~4AT(kS zej(2(W|D@z3HJlMD6i5^{fjN(AQT=}YQ;e;PJa*OB{<+Ahz+qcHCg=pxb>^%fk>P~ zFS!yy?6bEXe(5PzLdluE$M47s40&L{ke_dfw<1A|JQO)$xSYqqms)Z<+u*AwIi0PC zf=E0R22%n~XX~N;m0K3z*`wl=lXELAc8`oS_jW(T)frxvb1;e>nn#D<>NxxsuYyqD zp(H$PlxI&4Ph7dR|MOTR4v-OH_&@eIu7Ysjyh(>rP%rlxayvL~5j_5cTG7*?Y`TY4 zAUd)^XRk)$J^r>)`q8UkjP-0B9R&M{NbLGkhVraXvI^?ah#qHsCK4ZZ5G*X;9oW!N zN1XT@K&yf5p8{a&!yDo*w4JQqXIM}0M4PlT_-P=k!o*K1f=r*fPQ1g_Qb@0RKm=+# z_Uq$H%~4#{O`w$9tmv5S_uNW>V(O8J{doA%RWzVdNYL2qe)$Xl9Ss>Fvm@MF{ zi;LxSd(N>y*?tqM3Hj+LNsk*QTSSZn#5poRoP`4>tz_s7yY1jHF@IAJ9w75K^}`n& zZN1@x503tw>qRk=*=p+2Tbqy=smlw79W84$AN-2!@=BijG~uftYflm#LF z28eEuyRHDfTex0_tqQ?^>U1+;FS}lc?a;(ZU|HK?wJrreShlDbgkN|KN#25TVw=T$`u|ZhRyJ>;6jZt2 z%c9D~VrBD&!S95nr9lw$&nuM}ZV{U&Up1@55FNd3S%~3F&kCqy!8eoa9=FAIcrdpt7(2S5f^&g zl&g~E3XbAnuB2cj83ZE<@1E!fGmmS9KKA$S+CRIqE5kG1a_8-*`lmaC+#rovk&%*a z{-X}sAZ86^c{d+FVdTqNebOo*;8XbSNlTF^a~bTi(q`&E*}m*+4iq#ti$=Fkahu;F%cBh z5I5-J;kV7L#9N7*>Gj6!p5eZ4qKi{`Q;B%8|V#lz(lI$2= z{r#}BV^|vsEW>MZS`RyhCpEj0YT3R;3#df0I@mD~FM~rbp@u-%F+zRn#S;iSM#!4+Rsvzi2r;!@Zy@ZLMr@TG<3U2} z%8q^Xh}bJsgpEUcCRVU3J0EYIJsSrU!7`{t7-EOdt_l{@ixP>B+cKqpwIME6wio2B zGfD43X-;+O%#1nOSrq&dEN1;X@4@G7QkDpQQR*mgnjH=FeT-}3t+9xRX zX6oODQvZG=J{ihZN`unM^RWpVUPqb#AQGPmMbXM*T`76h1a0dn@kc5zM38S;C>u%q z4JhzNZufJ?u6+Fs9CX5a7T^WSthDxJDSD(ty!t3 zHpII2F?LV0^A#cRBDfXfkM8*-h&?H*Lp0S?QM z?Bn1Iyt-+FMoryAy;ir`yZ)x`q5LYZTqCj?!r#i`E! zi=i?3z*VA^I|>@G-6FCPqiJaa#z!8#4?NO{zkovP>g?x2@BlMRheH0oZ zg#D%?b$oSzBlM(PxJuS<2+GoPGTu7C5&EJm2=TY%@rTn6Lr`P^PQ^_JI6{TsKaB?& z&csg#IAUmGrE;?T2F>6^+;o5=G$kJv6F(i`V8jF(U)F<@!;SoOfFmZT8a_WA;E16! zcax_MaKx}$m%>vAIE@&DU&wk3tSh7N4=wRd1}eT{s4|Sfc$8%f9CUvp_JTb2lalY5 z&qd-k#@v&eCns@o*&G%+Swbc_7IB`gtDH_SQ6JE1Y%85u$kfwMw7B zpAa{nylK`aaO3C$t!1M?Uql4tgl29se6K(cRa7U$3lWhc#)60#RYF8y8Q^$LJk&ho zfj(#hIfA6Ase5Qh=oXT8gT_-+UlaO?ntJf`(+fw1gBH$s>hh|f6MmdrLh)sEmGLrC z7mg2}h-$xC_mvX{0?RlvtS*QG>cdW;e(J+K?w$f zz&S!D3WAy?wv1|}AP7lyctMc*tCNBt^p}QtlxQSBU@#$tX1~=zK@buuH*Q7z79om8 zSv64*mO>JO0|gP}uB)7aAXL~H_8=!l%s~w(#&jn3LqQNj6DyTNL5!L~L44?_Z~zVx znvzcnD(%AO3&sxxK}=9Je10ehV(84>77%Bz9d!rmS3c}i{f3YPT z1k1xptvCpI`rY#o#D)LOK~U z17t)>urtyfu*Y!~gac<*I+TKXxzCW>$#IJ=Ku@SOKOM@ZdsqdcBO7$~Y9!v{ZyTi_ zy-JvKJsU>{!G0nVyZ)4+fDeIe6FtuQOe8++pxjZOp`ngA@i%~01KB?Xz|@B~#9e4R zS-;P)L53$8Wm({NLW=q)4Xw*x`QCp}BRLwf9DAv`q6OJr{ zrN7rwVgxOW;>@eszT7tf*oyCju_5+Y3Gj5H+vyk}>+iILZCzqKspK34Uv7grzns(v zTa{rVBWVNU7P@54FL;uHH@}_-TEXr5{l#_W^qm}|BHi8r2{zkXlT+!uU+`>&WBg=pz0JXi{_Tb*eP zEJz$vjm%J-h7zoI{#%1L!c?AGMU=H`atPDhn;-Q1)O|v)1FVkCtLH@^?IS{)oRNK7CyZDFC%T zABkT=$3THv^K}7Fi{2;$uD%z2jJ3rGwbB8oP=?rc7U1gRqYK`CpLrQ)U)slSRZ@MA zi0I@?#CKjM-h>oXK-xF*3e|9HV`r-R@iwJEh0zD&xF*F_)V*U%8qKj04m89d&ta z=hIWhdCg*+TQ_f6jRP%kFYRA^UFY>za&7oOH>^%y8R_MVk!BATVOrgR@_TZ1LF=Y3 z4eh?vHh*d4>`P<2FImiPV)v!)74cw8zhuztoNP6#KZTRn@b9z7-z-H={R#ajV}lgq zqEh6Pg3wDbGDtB(Qal%l|2fyhfiYfsI9r$BbLPVS{%-edT-vbfWgB!2|GsDV_kI1p z?+*?Ceqi|b{jBb60FSo;=1Eix1 z72Q@Xpx?E3VQc$7y%>XnG*VJ?XRa(8d7u_rAy(%wTWpd;&`xOGG+$Mf_b${A(vuRGb_o>(u)^^$f(v zBXPmWOsV5U{4F_Om7nJVoC8G0MZ+}pFgLX^*vSX5|7=E#G zd%n^V9b`7Cy`DnxJ10;H1|0uK{T`c{v*Ss^Rx|WZfC_c!i}Sx>YsWk zOfV0sj%}7ACookng~^jg*3>LTPWY%>DV~bVkQdZ4U*yJ|-+G@!K8=sfvEk_f?5=hy zBg4~YWWaYvrUfYh%gvuYSSWtZ=1_aZ%0Lz+iY;5%%yT9Hhcv zE}qTAfW#Yp9^Mu;KjO~mSUtDm_)7>t;D8U}L#4-rFX7TG-vMvSi*NhSQc z1Pn%uqnW1<7|c=vLMnj4s$XiyFc>j=xTv62NxC3x2^fs{E}_AkVB7L2LzOTXF~x;5 zGocC)7-2B@UglA;^o+{DV1#h$`7Hy35g*RjzA`Wv@lEYjQU(Uoj6qz}2KTT025l$| z2HH!(VBNwn7@_^;St;wTJ!uF(n&iBBierAU@h6IYvXc@|m}DKL)8VyP%EaV9qbH-u z|4qVz=UB)ui=RSpDA*%tb9TBjn#BcA>|-mx&@z21C*fE>^-=tbNWyG(11v*gLQl^U z?^hdkzSa7Z9$FRHK|hPWmzuHMpqWYq1`SPO!+%h4abC7uoM&2M56POH`xuVs&Tk#; z>`l*Y?SckC7mNSkbUX8}&d>kF8~3Nv-JQLi?fa5{5C3VRxl`~%2-xln`)xHqTNlvW z)&w-a%}`1MBu@rZBelu6WQe!DN8zXxRV=oFn!M15V)r=moE!%tgn8qraoXfK5FO1M z$1P^Q#-tw3$Wg$U;SaxQAl{7jWI^z%buZp`_0OH~HZOBmAnLHrq+dlJt2ea%$) zBwyLmMWZX9*!XsZYo6o_gWuOfQw8Y!PbIgMspg6H*Bw*U68*1DRZFzL?wV4awZCqg zYMy9+-R0?=cW_yfw|j<+T8d z3T;-^to2k&iJB+cc~j?)_!}@TwQYj}#EY@!iB=bI`FF<|{-tQm6Yb{-wdT+;rlxz^ zVUnj2&k;cHnB0(MW6cw-oYI9{#>L&esu``Xd6M~T=B+EgS-j>+=9~C(REbO!8}FBgG$DPO?iRn%jum>lAw_tjMKDO|_w6qH>L?w0ytPeKr!8(dkZ+Dd+dk z?(8nFov4#=DOPcYxIG6k76Q%tzx&R?ofjO{r3bor$w;#t$B`1h*?#meP18u?Nx7LF|7w{cdQL)yvn=$^9Ty< zd2(~`n^`_Q)z_c`Bz>qVnJ5Hi1~ywYPyBi$ezz(~rS>QwI!OK5fYg5yiJ}b-ZGC;b z`_hPt5-lIXe$!#we;SG3uIQ91&!QkVmmU)Tt4RDoRp*kjAjIDQE)R0o6@b#8*bu*l zHeosM2_H>xpa$72hY(kf2^m&|z<=ndQu*J_BFT3HRaOKyt0^~P2Az?^b>jLAUtG)G z6o=tb#3A^FEO*{i867-{6*NfLq;|7df|XPMVoTrv&T=PmMIgxIh$^T5rkDFb4pxvR zSt;O!NPN-l{hz{AEn@cP+X@g}9P_R?SBg*Yg^=Z*gVbG9|H3CD@ew?YA{)?=vcatw z29IwBq$>}AC=<=e5?mr6UFDQA;(*78R#zUP@_FDTj#~ff4dP<~*eiMMjYwqP+l?MK z<*H;kgQGZ@D=8RBhQUa}3b2PT^-$K97Z$|30oIVccyvQNjSY9&c`P0)lK!s7Wx@%f($bq)lMIjdy^F93`7qo3apUk-I~1ibv-DXO#JOcSM7Gt#A8!{pL+0! zxQbV;8rTWn{eV0{;pcSOuEVgMnn8d)E<)M`Ls{ba?o}#FP*_9Upo=GNhPM(o)9a0! z_>^K{LTgJ92E&gniiG7>rWq+Yw_)&OIdU)fF;iQ_ns^K>GZg5*~_$vpxdS zRZdq*4(H>R#|TJQ!DkZ%q^sc5k80w_u)UJ}7~P)Wu=8VB8wxJND_TgZCqwr&p^&ceM zPt1Y9UFZCmRm~O44qxdmmfzte#@<ctZXKSs!!@m2!i#|SaCUT+}$m_}^k zDRqq>+nP=)u)o39?Jw!sVZc)NaX2Di?hjROi|8P*~UvBhV11#2@SV#$6p zd}~8oWTZJ3izr^)JDpB?LsZ&qXwr)-9k0zS6JHh^`)VXUP}#C7iL{-bENyw|-0s1d zxP~28R&n2s#HVnWU3!zd54xX+*(Y7JGCrE(04bG99tla#MR0(rS^TFXfon{=3}VdD zWny1FbeG{F_Q+(5x>Pf02j7^cKGg&tK~kS;f)5z^kr4NLyaRJ=jr4KoPC>O^%5kVS z8_V?_#dX~%^$ZO5x~_qF&TPLfv6+?6S-W!$dHEkl(1jQo-l|+^dmdilM;;GFW(t%~ zs&;k^~ZHV`y%hnH~f{lA;IA~8YG|@z?MG_^ZKuvKhHm&IwHCkH{tETdJ=L&X&PI( z_0QCL_o4O7*PX6p53o)wqH65f zbzj}yOk^QszM?DxFWug9#Mqv7d+Uyl>)#V@`hH;Xza4H+2u>w%b*A)9nqPb@@7>b7t%A_J*a!7}1zVr#R{MhGm>tPZv$us1JLSm{*w8 zNw+s@z7w9)!TR+Y@=o5my}{aI@Jl{n)u3brZ~Ty3j5_~WP2ivNe9e&!Z{)4pn?`#S zFBGKyYJBrkh@Wn6#L&b_GnowYVmG>8nSABo`Y_0Fk*5` z<8-^u#80<3VuGsS^V98(7&>z|dFu8?3@aTn(xvd!?M)*F;TN*p`L*Q?{;?(A$$-6A z-g1T$=#I0TfP+qN#AaBUnX;Jw=OS?%WAe#el!FX;rxIc>tCm%ycsLSoX6Q$*&oV!8 zdutlA70x>61(}9uGdlXZbd~X9<`h*sg;BvB-J4XLF%tg5`xfQ8t7579sJ+0}>+0T~|2?L8uTMsD8f!5`q|-Sg9NmVzN#o1fePUq@YqOe7<1(kPyTK zRm10pgdm2_+)bWH2x3^ROW}!x(1@Xu5WL60nvoDIr~bv3a1ag;E43ma1MB*GDotQxq9TT9e-0JuE9eIu+_c{g)`T3T3D-y(*xIj)AF6Tk; z6_=dOHuxe+PG{?(E)oxgL7b9sI$IB|u-vi$&mI-0oSfT*5rqa3oAYX>XA;Y?zk4t} zx4##AyC34}3@-~Y8^sRIqr-1?9Da*eNT}~n5*{|nvnOj4TE6ms9*e{QG9o3|8R-t# zW`(9-z4?>(AKTkHzjN&5v19VF1Fwu@SHu%)VNZv$ z$+4*Du0V8TgU()!#C!a0qtv5!pyYqnvvG6~>?b0z>rWXNe1MJ|C?mEWjp%XKXCm=o z2k9bthK4%g#NU!LABMIHfT<5}h`Z2svVNaogA7l!VLOAL2C^#6fJ~pdPQ1g_Qb@16 zM}%rS_Uq$H%~4#{O`ufWtmv5S_ub8!kIKS5tzf$(hDyU{}kVQ4!TZ6Jdrh_n9 zz*iR+%jxzU%RIe(*@S9B4;18naKmJah>-vlaH;nU5NF|lNh=xPG93kviTRs)@Bo>= zsUN=JXzL9hd~o!G*B1hgkNN6T8xM|nl^aJQn-vQ{$A>}$cGR_hP< ze0`V)A{LF7wVp4Jd$@+H7Hmc5B3d?YZSkXCVu(sqL|*|r*wKr&G7;d*tYincY8IHQ zi;^9-l1l9n2yB@8v%zB>l#pk#-wo|GF`$uA5+S$Y)LMad3Z zeNh&K_*?S&!!OVf6j=b^EnKq0R)yd|jk_7NmtC^Mc4%Uy=xEs<7nrK3|90V$9k!a1 zFN+C*0~d>y%^NWxO>oJM-iRG7n>QSGPgKLlj+V6@I&(Miqh)P})w&e?XxXA-5Psn` zD7j33>B7;nc`K#h%HU~cN_iJ6+mSa6K8Z_HQw(HoEo(8n5Q#5xS=_9!Y072}KfiH* zI^Esb+u6P^L7@SVPR!S-6%u_q!F-LVw33SSg^=Z5z}Ti9vrk6iBX}BmD%gv%!L67C zkAMcGD-Vz<50AldvjOQU_yQCG=_>e&6<@tUd@KNawYc{BJrcVw7T=sTsL9ndznO>| zJ#NZX$#MoqaWGd>Fp>;{k%V_o^n;lPFTIbeg*B=5vGVgDb1+E!k154iv6=YyUT!=x7>OAss8EC7!nzGe(PXoZ+dQP7Yw_vIZ)`>EF#^i5$@+V z#Fs;znOq%;O*s_nW5d2Yw88IG>}%_#Au)x4XySp<(K{dC5Ko4BQWRKJN%v^tYUuf+ zFKvitLtPKbCKG=HzUfdLn*#jQgGay6pn!+mL2I_tz!iiHVrDgDOw0S<;AgPQ#bHo0W|k+a!p zE0KX=@MAf0FZeN2-_@G1c`P(|DV^Z!-~^;A4^?z{(awV`KQ02&Rq**n0qH9E1f`nz zF>J3SKSq~;KkWP%)`ogjvV5U>_%S@G*_Bian?p&`2}Tlb-J?3VPfDY_?5%73Si$U` zVE8fE3m7BIf7AtvTM~01aMyYEkX6IqVE8d&W^#2Xe(X@JPowxTVu8~9m=Z)91|vgA ztvN7_;Kzt5DSlX>^f4j2W;GhZk6BKNm?-dLhvL|T&yNvn1a5veTiz=SevA;6*g820 zVh!o(ToXS=s5aRJR0HTb_%RSK14J*ehCui+LVfDR69_*>$eQt10^!F9F|}TAApDp{ zY?UA5;md2wk6k??_6pTv<1n9z8SHLeKQC#%b@pr=P!P+Y7Ga1jKD#Se04GW&GPT}V z1sQ*9LtLzEGst^ql->{(@5Q*-c(7Wja(t<{Sy$c<%hklXsrGG==}}()8lN_LO%zdB4tXQBj|2Cf8JxBoN{g2)m{id<02t zy9R2wJ3ml7haLxv{78uVJ>G#iwr1huK#K&bk58?aavbW-#(vJ~(sIYnQkB<48PFmuqUz!z=vAfNk5}yoZE2WWXC9|;!8(zno{~!{d2}RM$YrT=%ThEI>Qh7ase9J=FNaAn6 zgEw;97vR00+Ys-sN$bJ91U28U^S=8U2n0k6c zyxZdykSMB?re*zQ9M!T1SSPkLyY8zW9HuIi=ZE6;dg%w3BgQr)J)h|IJC*chJ5vdBlMRdeuhewp%C_) zj@a?l5020izHvK2DofAHc!-#NU$FUp4*UEM-jibFgv+cojGO;0W=+ff@`l zyosNFaKzBWO3~?l{Z2D@5jXwd2u;bC#fYeI>7XARjF`aV%gS(axPhO3aKr>v!{?_T z95Hm}Zt~O*ju=+!Qh4eIrxAnj3t5kWwPh9lu_fNg0LE7|RfaVfjIykOgI;jNW{~H8 zRQ5&lxk%i`n0#^<;|JR+i#FA;7?2trfxNkJuF_ycG#zOm874oLtVq*JN@z+i~z^mYmMkL**nUhLb(@!s%>1 zG|S=vX}C_*vq!}#C+Aig(Gdv&d%GXv>I^Rn>l?)m&7-?-joS{t#dDwf4kh6=RpQx` zHAHnEi^KskA|==v=?>WAxC+97vnw4+LA~5($nD^`Mfms=YUxjhvgsaHf#}EvoxK`~ z_xRgJ=|``EG1jwjbP(((BC+dF84CEI>n>ZXA8!=rUOPdo3kK(84IrysGWXeFK0EeZf%h4aSDpV{Ok%u#60l^>2fd-PNt8}>YF>}$BM zRTFynkB+`B`A0lh3b0$9X$&k#98-o{h?Cqf4($Q3q<)3 z$el;dQ&oDf!Eb-q62FSv`$F~muwSU*(z&pu=c?)Dk!~mNj9F%61j-zN+Qc zjHT>bzRSc0N62oYySIxpniF z)i~3gy-WKSU)Op4mE0tPe{NWvzB1Cw7bDFcEW)(91LgPR>VnoyUmDtdscrt!$k~_1 zc3-lX-Nf!o-7Dh3mVU{g?K#;XQ-2C4vEkomkH1-poca^`QN{)-#zm#bDFvaIVq}m4 zRm~CqEfR6AiF==PZ?-PK=gfuu{oU@_xU^N*3)bx#{(aBz@B8|H-x(VI{lM_=``P8Q zxkFwHXvb^CADZ_3P*Qu__a5xs7i*ToAfo9U;2rq!miU?6wU;g~RC8PPfPUBBg{|%T z^kQ@i5=cox$Xru4@{A#|t15Z^TCI|$KBA~=FS*c{e!cQKSHKud=9V91dro1QI*Na` zB?h?*zw$;h(*RebSBZ5lD_kW;yR2}fYkHVp4R^NgFgF`5Ft` zrPNC+f3#K%jq#?4%N?$AKkJqInfbabH3^e$Ok0|JOPj_=c`T+|Jh_{0N&XRl+2ZPc zc6$jw=_IJ3A`J>ic?O-AasyJ(-7Es#sx>Z@`?}kS7;@eeJyHG4ZFmU?-uhQgrk*Aw zlz?gPi=06V_O{L^fW)yxq+?ga-?hZQb}~i9$*F!x_1we9BXPmWOsV5U{0&Hl>X*6z z+W;}~_$5bqvekR9|q%7vZ&`%9GoFdGpT&dj(YAJunn zO}Fnov$ucod|ci$QVP12yCl@}8+)*QaRpaN?ERY7KYu%e(i^l}`j;J(OvS*9mD}^B zmUsg)o77%U;rA#|8OQxmzs5#pc~Z(sZGsu|n%(JNJZ*!L+gWjqFk?Tb>Ze``6UZ|u zDn(8}s$L3{ACGLQSr<8Bqi&^mDl!9J<0Yqie(QY_^fW#-$A-(LZ+MvW4G*8b0oU!D z7Ni6yH-Gq)1Hqtfdj>sH?ia;5DglD!3^E772Bub;HfRYR0oTq&H%u(vvx zGbpRMQaF=oV`EEGR=85exTxlAKrp~NL) zS;^51Mj1FGBM3%K!eGlgrY&vyy-952zt6e|zCkch5%%yT7^H$=%DqqmA0Y-LUg)z> zUAQGI$}p4z!3Z(ryeSZ@`kDI!!HB7+Krl#YL*dBY7uh`sMobYK$zJvI^Z|kqGo_9b z@wXFQwdS+;rFIO05wnMj3R;wiEeKIMd2;LQ*)wqo5RCXPp+P#x7Aj7b1n(*Z!H6kJ zXND>~UAT%_2&gijdQf3keJV!x(S^N}&LBSG1LjLJ)dlm^iw2!9zT+8&WoD^gI)JO3M zN%+6K{q1kL^Y&AxAyzpto2R!g57L`-zQOu!{JMX#C4LrtDK*!{wuE{V*U#_2q$+_y zHxtu;P;gn2k^}Q)d8Q@ykgS<3jxNMhr|yF7%diy}|G{ZkxYWNoKmQkR+@DT&clLI+ z?@RtY{HKZLPJ!y+LvZbb=ZXWqb-~MRP4M#D^kp*=$&&%qsBAI@8DeYiQCKNO6^m^E zpHBYQGD0mGM~%uR$AM^I-Z*MZHaQMNLi5J4jNN9BV;R{Edi! zJFQk9KgW{|pc=5un+c^E>~e=wW5zYv1|MxPhl66tMb51*>7aO(ldSGDCr|M>mCVim z6`8lR$=W}=v%9osiK*|OHjlME3lSZdnmd}RNN5Iv-89L;p)ng+#6lU;?DYbT5dR^V z^UHylZ<&d77`MF)cuNkVGXtslN(da5CHojfa`X(A- zR12rPhKd*gLwysCATz7P8GFK7;0bU08|s@F=FQUDs7A>l8Jcq>nZM3HRP7&&#p|17 z*AKgA66#T47-*b|fb@ce9`xfDQiZ=#n|x{%9QxVu-e%G&xS z+0SO)y7HTa>zic1i7!XhI25gKqW^xz+7_*EqW`q^Mk`w1#BM0UgK%Ob|`nPvgpKIB`&|@eqb;APg zpXI1ys@8t$`U=L$Y?DPbR4~peC1YihUn3itWZ-M-CeKG5x5q?kxz!I5gRbphVK{Y8 zIR(X40px{cnycmF*pzb!ph?>IT|s)R}uBuE|KVY>FDQ#1Z!y7_Ro?d!vair)PE9*g01@!yJY3y;@y`ReJ5g!mi4fX!U2yDt*$&o z<+}yizj}lCSOE4)UV8(w?y$ETJ#NZX$#MoqaWGd>Fp_kGk%SjA-4A9SJO+Vx1MtS? ztpM}aW&Qj|H^kG}aHpNeoK&^ce}ZF0Qva%;pN~N;iPx)ahk^q>73v%a9CKd3$g0)o z=QqTcL!Fsi9g0mk6zgNdzC5%c{y5YHO4Bt;U{(_kjE>&<_=b2g)P+zW3x#ZK;%eym zqc3fUXG2{N$|e(k1HS1{9Ge3C)PqOFRlI7|z)tw?2jmG#kflp?9fs}H32V`W%>#o1KeVqx%OIdU)fF;gSN zns^K>bmFCWs7S&?v2greaqHuII3_ks+CVmXtE6I=1EeQ@g zKZdoTUX?6gs2+X{Pil50)xzdbl8l3qWWrk8diXIyqeEsD3Z@n~H#L*tVoBa>JU<3| z0b^v6fl>LfKygcA4g~Hx=f|v?+y=vs5i^skL-AvWVtpFLj}Z%$=Esx_oiG>~LTb%{ zX#_t;OiA&>4#n|k2tP)w2erkBzX3mXD2`3|{1~xD;N}lU0rF#nsKnOEDbdEQDOFK| zSWWyGq1t2@K=Gq_g{Qk$rQYh`$3VOc5WU120^!F9^{E$6Ap961YsOm%gdZcs)Ox*v z@M9XWiKi6r-N|J98&+m-l|Od%NTm&4#>0v1YXg1V;(&r!y0r*HZ1LG$!P?A-STa@1 zTWyAKZHSAEG{<5Q#q!?CY=|nG4Z&WFs~iuS8`ZO{UyZ~EDqB`1k+##xCeqfh!^(n+ z-;TtmaF|_sle-VPPdqay;0R_Rty%au9lBFct(S5f>dnUTkw$S{ zH%eUt59=D3*Yl`fm)K+0{^H&8YnZqC;|Tf>Bg0#j3vJKCEAI5;p~y^u@=4WBaIP&{ zM7vI za!t^-o)>?l@_GdMmW8sB#NQI5*~En?zNNJTR(^jHtqnbj0YK-yW$ipC%c15 z0#!t7f8%=b!CDqszGkVWWpzHTf5Yy4Gw+%Mw#hZ-{q$yaEzMjnh26zlzvt-b`en z+Pv0Fx3?TIwrAbmhP~tZ_k^3iUswj%$dlk}z51KFhtjQX(|G+&-9sf-9`=jOhNDJz z)Q0y!Zo6G|H{IUw)aC1h&Y7*d+Z&cv!H9TScTT#!VHs!E(?$0)>cc%>ALfxPPP)BO z^W_~Op6%hOgts%9zb@+`d+YWFYm31z`Gi%1l1B>O=%=9+Arpar&hjh?zHFHP$x1uH|?Z#vq>SGPApPs)v}6kG~HS^8I!w{CBQz9*2GP>H$sJ-;iTQoup)lCy%9qbD@7;s4Y>$pMXZOLZf}I9Gnnpow=Jlb$cU*)w&d(y1i+{ApAlW0?9qGjZIej z$Ch{}1NL5#P-#wJ((Y#yR2+1ABQ}FP_mi?On$JbzHpb+WyC?@4@=hhhUREuuNbzta z-ptU?Vtu+D$$M;XO=GsgS?3%zghQ{6A}W;I5Vs+xB}|K9bX^rvJ~lrgrMfj1LJv@(b|v@ zD?iK|2?1+sPeN1#&k-_FAk-{*Wl$>#K}f1Y41&~Oog@UIzckQO5w1>1q1kVBkPw7~ z%8jdJKKUUb2vIc3s)>ZK6p|1eNQfYJUF9SMp+az=y6p-`2x4errE*A!K{HY>+>j82 zrsR`?O0Dqug7HH_5EE1lpC1x}7&>z|c_JZ*VYM!WClW#iiD7-A0;O^AR>qjAqPVUnLWDvKqSub(TN!((J=tZYQp9{en(zl$Rh)W{CrEi z6$xTYTp%Z$T+YE)Tyi?w;EO0ZovnwuNIVn!B5vTNdEiqvDj4b1RMLWOH*~ z)cH(eIreuCrswweVsH0DT%F-%0hpuMp?P%pEthif3JLWc&WhJEiDysN5Y>Gw5(mhL zlwfD1J7ACFDhLP8opdM#^>Uvfx1-}0;p0!Jg*_e0rh8Zgq9Yr0_G%>F<8K?KAH7Oc zMm-xx2f=xocT#w7d zdc~|Q#QD9J_?5C}RzWp;y=-{3duxyl^|J>u9fZjOzPh+rPPgY+CRFb?qMC}A$_plR~Rtn92(?PWkN_N;vsNA?gZZ18F z>!M_bt-h!gCH|JY{%|4m5UgAQfVXhT4qFw112q_D&|Y@Q4%?xLmCA{hZAky^!qKv} znvySz5rG32it*o(5k zt$<>N&S5}a>=up%4M}aiqHQPzI@VB?4RA)T?V|o<<8qr^-p)ekt_XX3-KotlyR@VE$R7jy}>EGVoYZqUWUZ=hR=w-Ptg>y6pn!+mL2I_tz!iiHWS zEkPIzKL$1X6KrzH`YX<+QU@{&ek@1s1wUr$yIK>EfrU=Il;A7F1f(kuIW%s0jDU3I zA?b#Pjt0WJ5@&GYAxp>YzN(2I!@83E7+nJXu=8VB8|qcb@`dW*$MB?PS5hr(4kgJr z7)f~5hU($R2#rp7Nk_aJ;2J-cP)TXx=zL||66^(xk>x(>06BZbJazMqo$2k<>BTq< z+>)3BfxFJKhelQne}m!2h?&XNA^5Swu|AFB$A|?=^JB^*xrqm+5&Rgj5Q-nB6q;z_ zYBYo&Bi4hm$;97)A3GGsCVYO3SR-)rC!+xQF+x;g>(B{eBQBa;QBUWZ_%TAY$u1ZN z!jFM?86bLzH3Y(s5$aPfoeK!#wEIG`YwZY{zPTYPp`umDa(0GKM)t&$19wIME6wi)ETGe~cU ziuYn%Y&=-4R5`v>T=IEyqGV?{8u4sY>1F+DBtB5tvMOmeebjcQh8FT0_!JJa zORu_nP;rsI1RE{mqbUxMQmN#TkmOth2bfx=e_E~M?lOomN0*&ZyFCa!SGGRY1m7;G zKGg&tK~kS;f)5z^kr4NLyaRJ=jr4KoK0dWx%5kVS8_V?_DHX`8x>4#Hcv#oKBi2Io z>k^ySSLqrre`GVd|BC&S^2d>QqAu6eo`+ZXk;g-knF8f!d8t-C?q7_mPJ3Kkgn8Ph zc=kr>--cKJek48_%2rAv(+YFjgblCb&3_Py&xE3A<+ZM)SvNu3dS3jI%Igv2TNcVj z5`P08yph|!0Pp?WhIoG^uN-XL0aWP>GBkI^DOOH)M>Enszj3|zU@eQhc+En?iC4|@ zeed3yZr^)mZ~x-?xX#CQ9I)k&!@T~h=Fjtwr;dp3#Z7oSu-?IIOFaKsByd+uKTyqz zkV-BoL`KzYNXrsaPj85Kd%OY?MUB(6tiOz-TJ`|z#FnOEef5Jgk%ej$yO(}&Ibv+j z3+aw3=?8~pfQ{S@zSgUorfAgEJ(O;Bn{MfE>K-bw@~~fIHiW;admy*nuDY9kaCpPZ z*9o078-71HJRgiAF(VwE^n=4P&g`p;wr$jhd%ix*OOJHY5008I?~w7V6Hg_~ny4&y ztXI~D_SO#$))vEK@{y~CEh~tmpH4}HOawwY&*&W4R6O<84~~#jYL8-$g4CZ4Gvuou z9HGB7@uLI|hOpms#E!3iaD<+e8&{zvLr|8Um+{sQj?fonL5RNr?-Jy$E5NI`=?6!s z5FDspH^ZCw=?6y)O{`Q-y5Fc7yoj5AaD=Ah%VI$A9uE4!!H5YwzN`!h!4X4e?j}$D;D}+hE`_Ila2hcPzmVq?Gf!+|)7k#9CEm#Z##b~|hBfH*o%ezx zHiJC(sArFTtlj4#aT{au$z7C#9eF1kVlS(feHw~~Bk^X2e&qU$Br~$THI3N{XPt8d zDw?)Rv>6?}CHY7A;vyhBG;^0JH;eLK^TI{sh_T=zCY5jzSOz#=eGl~ydAJYSK#ovp zYU&=^6Y>BvWM(~1eN7lBYSn{hpk6pC9Jug!>hh|f^M0IMLh)sEmGKf&7oHEEh-$xC z_mvY80?RlvtS-0$>cbshAMUag>4b!!=F5Zfd6&`JkPs_B%o_;-YimzJR0PivGEpGZ zEWKq?D+xhJszVHd)L)$>1fjn)(4*u-_`%f)DKz`74ibWpP`Pn~+*~!05QM&{6(#-# zBt($Au5uEBP$4)_gLVZZ1Ti$RQaL2Vgb8U@RCCY`2|;LT@uV11$rnCfFn&k~VuGsS z^Fu-qLuc+LPb35}tk$LQL_%o9P)P`0ivOCWHmscb7hA$Xz&xzfiiD7-zvrBYAU1>? ztdqsh?a}22B5{t7PRt+)=>Mz-l$Bfk9={{cG30T_fFVEM5^qI<7}HzG2`86x@HLs7 z&NlcmOHOC&p>h%rg~617)7g4xmgSZOc=o6`<>cH-BRbgJoF~hkNi4_y?!olj{$A|u zeu%3xyet576gxDJ4!`A6E?%jjzQbAZnkw<^$r_@%k454D8Icm~jC2R=aa_e0!r7G$ zrJ!E!333ab(NBvbThPpC^VOR_dH=D!t@As_P98fZA3N~MICe!mp_cx1D4QIM3K$PW zM>go})kwU@-!@u3dWUVL4^=%IM+d=vA`-j)l!3vANgx{0M#9_1Mt>WCA6 zOU^v*V^+`pDFCKEydmyF+sXQUh7B@2(T2keej3QCGy^hy>N@cbS4$zi?hz5H?bxr6 zD>X-PRX2fBm$RySIj+ZLV!dM47UKMFOWaZR%&t()#Bh$Yh^Bi>P!_~|Iubu;nqo46 z97x0b+u^u9j$dyYVs6oflTqw6h27QaWwk55*%FpB8iC@jpCcnl9JN_piK{S)ob$JEdq*7-Y__+^F^(i) z+n)Ku`b4KQ;YF6(Q_zzL?0rJdBgMbTRf$ct2iv7=*MrwgTbL-QC z4SxH>miSfVP!+PLcsryKTg7XvY6Ivn+8?#VZ@QeYg32n{gH_F1kHbD%ip|L1@znVv z{+9Uk7~IP%9mPI_6?M6$PMv=Vjte zNI?a(Egi`ofu9;vomY#P{4ZS30=i#%HV&~rYg;C)Vx9J>o@I6f7IJ^6~z2OZ=k!`C4I}^OH61q6khGXSJ-m`ui>MFVIvL zsi~*CP@f`YSKD(C>oojdWi7!zk2Y_-aPi#vlP6&xUYc(0O^?535dv`Q<}LRhyS%k~ zki-B?clIvrUwmEX^;eGHDsDWpe=xmpFgFMpux%MKnWfg~BNp9Om2FaHQ+jC6Z)S~$RZSfCK2WsixJhzXD zvSv2&;=%Sb#d?b5;2se|?;l&R1q`Nr%RIk2gM}+KV+L35;rmW>2JuDo%ajrDWq(~LxXu3v z*hm*2nK<}J*THn!ldcO%+*o(MBu=K&p7dQv;^rgS8}InfE6t`(Ux~y6<{;Iy1-5f6v6ND2 z6ipDC+HBZ^|1A<1Dp=e!si45?HSey>^I0YmBmzSQ!53_DEcm-hd9f(@12yYN&rJN6 zNc@{B4j*MAh`#}25!xOrKxBM+!wFE->5emeMraEZI|2n=-1ayHJr6hh+v}8c>-5=A zUDB!7G`>NkTTca#<9JE)*E4T*`RRd0lymyi<*q{2XvLLZC2{?ievG?2rnW)p_Y~eV z((NF8H5Uh<@8~p+9eu~a3kx0sCEf4;v!xVpP9K)k@}^Gt>WwWA;UpV!juVm1pTv7W zet1-JUOu2#3v!KA%FuYXw>dc`ZfFtw0zN|n`Em~N=B0glto?iou~;*ESyU40BLf#785aG>;?7^j9VPr&VHlR0&Zwv)>PLWxE&35B z)1f}%20?W(ow9zQ4;U8K47+vtuDyQ{gAj+nQ|3|GRt+1yz_5grQfU+n8=Bhcf?)}@ zrD0elD8f0!NC=?WT~))dgmlV{=^xQ2q|oT71{l^-KtgDMVME(vUSU{5Q{e0Lvti}# zVOU~VVli^U%}0&^o5IcuO`k}GKgPWkQ*$jvQp|^3*q$@p6NBSA z|Ly;4S=5+IFNN6@W(1haaiY_0E6%_FiR+!RziSB`s+XQ zFN81r+zY_Sn5n-gRxhAAW2QO%2tx&pKXU2sl z=ITc}Lnm)L2Rd;wosbikUaKT7{e-yr|%QhUl=ahMpSrnNW} z-7?EuvT85Pq|B|Q)S>60sm(uSZmqTys@hQ+5Y)W8bdW1AbIDpg%9BMwo@>^T9-U=o zE?KLIG7-ezfHDtFe_knbxYe<32WMxLZ4=C)%zZ3S6DjlWIm}#wE&8fCrFQq$bo<^j zd;1s9#|0^K?9MHp3>?bbda+fb#i7iths|6iEXv$^NbRN1q09?Qpi<^e9#?BYnOpnc zf9)i73F_T)ICH|N%i}#koVoSHe4wwuxMae1uvJjqJ?H3ajtFz~bzfK+D5OW;abw3P6I#1c|UrBTUCp{cDdB$iNH`uXfKF~@qd zYj#)FNGzcq<;o0AM>Qa^gqo;DB>r}yt9E^Hj$~VkmvBj7!Mq}|gec(bjI#}g-6OHY zu*71}$xGmeHn4_NaU_<|k@WEgd?XgWo zejmc~3kpk>{iTylR(^OV2&xm4aL55+eNTZ^WbW5m;uy+0PjA9xv*i%MC3oPUS9*pa!+gsDvI8hhR9ppY3(*NJM43XwVGGrTIfzeIg?#4W_juPL?h-4@v z!XlEPcUtaW`k5pTERVRs))p24t*4kN38eqLH`NwGktklBeXaNbyV?cbUR;_1Hf4L?Di$f7# zGwQEbLGXgLlu~JG@IrWM^B=rmt+q6hpm^go?=FAA3)bpUctDqNFxFCNPN4q%!b~G$ z2}lSH;Q}s$KUm@|ESQ(z1&wV7U#H`%@~UQ7Vli@p7kZB9Qa8>EVgvaNurxZFyY*wZ zWJ{-!rM^xEFHAVW3)b6RHCmkD1?yomR|zY4!FovTrOydoC@cZttJ%J27H=vAEnA!5 z1wB^0a=+~>ucpo+j$IhHd!=F*QlG>Q^3rf1Yh^nxAJFSU+}sjgU8QD#bLcfkga!0E za1OoV@!+aGydCM~cBCfVumFeRAUic_f3Xfu5EMShPEFch*n=17)xH5%-u9NJmK7Ty zKMof!aXYw&Ve!gg|E%j|hZTllu~;*EY3sB|9a0~$o{sJ#P9R6?kLV;Rd=yljTq}7> z5eLN^VEKb#Va>2xCm$E8YwsV#AjF}b@G}r&P#X+ONGX*@!LXsJtu7drP+R)#>>pwz z1kmiRs$p0{I_1U;Z7bCP!xCzu7LoWHz_3anyK|`DQoMx)^9sWfqJXc{b63raMvI7H ziN(l)VF&90!xB1@F8+uQ!@}1I7o4HCnz_7%S+DqR(46BiV z@YQTzG}mBQrJC+7V)NvyAo8IF|8QVfSTOaWJz>GH#2#20j*>7e;84z*jevLy%L8{q z>O`ur>lTWBPKDhUYk-v*a$$QQgRIlhrjY%E!wy)K1am! zrN?v@I(#xwUl4lf`9VfwdGG9qG|oX6_P8KtgCB&6Ou#%@)inX%4Odw(a1j415({ zO*s>ISYk19Nb^w>Npt(cs~R0izrM#O&9P4?Ki%Pw=GLcCHCi0f+zB7c$w#dB zj_xB)us&;gS0{-RSI)^2TTf^40#P{Fc|yE{VtP(i2WKx?J4`NHV5L?bJ9hGYp?dfJ zaSRX(i$lHQXGrX%HYApiQYwu~UkXiabs@2Y+S1Qw|9~|ifM$19jl>etVNj#zAFU>& z(CDZJB-TzgS0t7Y1^kpzcT>zuOK+V$dnR_*0t<#qoYus7wXxwj z3$z|cETJRm<4^cV>|!O<=YxABmY9fYwA>@H#ITvG!~+sb45_{J-6OFY2?$@!_DQ36 zn%y*{YkCW;vPdkfnDW$yOdbvrOKgIraLv z?K->V#3USYNLXJ0G--l0_ehORu)5oXbW-W-4jy-C@AnqbWrf)~q>O}2#p-wa1t9HQkbUU^q59yKGAtdIz^ScYD^<1CgTZ_2Ra zCjPE$Czc59m;z0(bdx@`l~{F?&M{REc)NgC+F#U)7mxHm9u;?>!Xr6XN8U;=&U(V1yPO|axAdz>H!kT;dWpC`R)gk4-a){a%4STjRuD~awS)+a^x z5hqu%^+$A)I5`8>I?=hk*3;2_#7+Ex?LN^;g0M!t$C}iDx+VF?X(z1I!ehcoBJ(OP z?veon0cewf#UZ$^Hvj{exKKYWj%-b*7dKzM`IGk_+uJ(7bL`}?V=3{ET@hc2!~-p4 z7gOUFtM+7}G%AK6G`0DUVX$7@G@KBcn*7BuSgS|5F+?NP*?)OS99X2Iy#L($1vEs-}arbQoB?QVJKIEHT6k+-sI^Xm3&tCz+V?& z!_op_o6uJ-V(0j4jtC34rr)*jMt>P1;|;gA)XWkF--O z?JxGh3HF4eJnTDR<*oF>)IugKg}+(`2*{5EL`2*U?qOKGa;hzM;VKk{VX;^#AP5k5pULOD9R;xCK=w*E(S>;Mk=7UEbhrdgXa@^3$xMUe=4P8ZGxQETO;5RpJ4LC5F^q`tD&^jRb_R zX8WSi9e}kc>g5lHg#}X{+R#j>OeR_CXk&j}o^FIX7{Xvz(H*=*GSV!-a|iyOK9S1B z%Sflv47sp9Ng~<6V{?jv zEG(DDpJ#I|7n@C~!lpdtT;?wo5@Erg51jMoDn#Gw`MW8++=<1hWNOm>Ds%=s=|dkW zL9MjENC_u*6ne>uue-`$>e01W>&ss%WC2&ckrQ;YFmX=pBx|Q2?}C9>WzX6v(0#YP7)`pm~O85k#C@)Jk%Zz?6GPF%l>7U=@v3;4cQZ zX)O-Hu*?&f1{E;p)>2BPQOtR0YV*&WTdOVoj8!1Uns=8!=Gej9sHDj-%}CRlrw>cB^Dzmfoaf0=G?v=mPSXC0Amzk zO?^EBS;4TTq5HCi0z+}a3at`Zh=Zat*-(&sSeg(V<-H5YW&S}^C<{?SXODB2e!BuusMq`5dp79npGM*X6$mJGrGT#iY0Cz5{d6QQ zRG_Z(OIZnosBuH-0N2MNaZrJ3lvj#^-PfoeJ=pqeB(5?_wdHyb*f3GnfcRTLN3Q_L z`pFGp*>)!7K41-j8#3%GH_@cHm@3Lg!Z$1<7m2+5=ff?GO_Gr_(dHukeM{W!Wx^SASHqmH@5;kH&SthBg?a4JLSIx%iBOgtl3ZJyFn#a=` zTUhl*ITUWmEzlj5-Swk(c8!m0<&wy&Qz+uq)q#>bFrmUgfc8|P$SA#&A_yZ^@J zLi|xn+=ApwWa@3+GEdWf=fQ>D9e8jr^0f7H=}bn3*+O?O!+!zFL;5~YCG2+wgUy># z625Ei!q)bEF*%j&=PWeycF@k-1wHK0->~zZV)U>hf5XlX)YS{_AcxQb_O_gQ%O|` zz{A4>T5$gX>^PtRkP;J<5EGG-kdTm(k&;s~P*GA)P%_ie(=f2HfY{ksSXnu^uJCZ2 zzs$+X$}4v9vfxz_5fKoNgp9b5^c7(dp!_2~c zfrt0vB@xkUV&W2#3O5v$lvPx3-o2--qpPQHVD`xTv4y3TwS%LRvkS!4&G)6Bf55B2 zpf?e3Bcr0fx)5SkhS27e&GQG|JJR)_3StOqQ&(KpOBD%kmQ$s;o-aBE&^IYqH|Y? z>EyLY9@x{L7xE@$xE`LIUq{9%d}oXC;qzW{CN7a#Zsadr`%BM$U&nlYsAqrc*suK> z11Jgba9fJqAgNT(S|;KG&GQxmTk1^F#UOgG+W{ z1|3LTV2v+H1$Vl1F-f!{!VwbZ-aQ?(Us zNzj^?BWlNpeuljEN?JE>*;yy5r<1{1EG&pD>~d&XZR}ZdSWW_m3L0T;c&!7~9YvpBY!9;zM(CnLOn@CQ zV)|Im_5Jd}9OgaTG>KYywj@L|6n)k%>t-<9oRqv{V2?^^D|-W@_1UzdV3 zKnWE(M?>E_Lqpd}o#B0l@$+jTGrPMbBx&x|!5Qt@mO~{wdJ}rBl6E#Wk$harz1~aK zCk%LBnU0jw=b$iQ8y5d~7vk__`LFuYTS8oYjuRh3#4ay#9%q}tadvqzdis=y@`sg@ z;^+im=t@$Mi=lh2jK|j)!DgFNByB3q(6+M0zRJ5uaFc;-a*pMjB@?zj?w!7~A5V5S zU%Q%+cJ)Y7Qf{llAEmqyhX=7!#x^A|9E*kov!`1LO^jBs;?K~Q$b6<*AaW4)kV8&3 z1&tY*;0>A~37Y3)Q%Z|$)yDG0zY!) z4J%-Q*P=DOHM^Wf+Ro)5w0ABh6bmG?Oa(N!jz(`q!1IroAz^)#;S*!?xf@?8m=y8y&I0n)x${djn8TL(yN??7%$~ zbFUvp#8X2fh&PX589#^@2Q+`+`p(+gYmY5Kw~0%R#4s;y+(5L8k4?Xr)TD~w7U!z; z4_ksCu^#{XZN8!(dpx>d7+klSPGnVA(BH$>Z z`x<4ZiAtUmptd^t;vwflROx3iZnat}wr+~T-B9;)h-!wlE?MOb4O#8GuQfRwB_x)8tSe>tkS^Y6 zk<2MIT;*!KFOIIg*g%EipgyL4$KL_2T|R z`1T7oM{8wk@iqHOmmi|)ZBmLWkE)}&T0sd%Vxz?P2yOy|{S)VIlU=;kd%99HP$omj z@R#E9&T?1v3wJCX60ay8wCOe7#nv4*sV%4WU)aPyMU%4x09#L9Wm+ zjOk6Aj?|_$O3RQ#Vs#RXs-|!XzKva z8t3`CW?HlGR}H~GLLZyTZeHu}qC12B06@)*Y5#K&`dc9X6O{hXLEw*?z<*S` zpP=-|oZ^3GQ2P^<{*X)jzYl7Ezw4f3M-Oee3SP~?C>7iM>PKc|ZV9JSpe>K$;u*Az zNcw&l-hE2|%w>NAw}y6QIlDS)URFVsEVUFFhaf-fo&Km-`>)#WTcG@8=vO~d>+Xz& z(rHxho`fWCN-52UA4as_5&(_gl6bjG9?J3Wp=55DkRBY1l!L_o5!dwpl{RHi=GBDr zy-9_p)DXwj(_)luqtOq)0B86UjgG=12ejna&9@Gk6L^p$Aw`Kas0hvewT1p!>N^8h z?>B@|*xiT7WEUZoa-k_p!Y0cxx5{&89;xJ>w@qsoWbUE{x->tno7m0R9STfI;AmGh zbYGRv3+XS$E^}y|b&n~go*2fnp)ner66`Mm#x(oNVfc`-_GS|hrmx6veIZPNs<9xh z@D4yNJaK=^x;sSLFdZUXzq2wH;!A$5o)j$7=d6td*y}HpfqgKn10qn$DQmZ!$7eeq z&riN1ZH@}qn0MykLi7XynVG2JW?d+~Xd*f4ar^Z*GP1lMr#(LVUutER&Ys!E_y$dH z?KL-~4<(t>>Z6{^T=w5FXlY;YEnII};M_Em9nIlau4Nar3uIXgEM)U)zo~|r^V6T% znZK0ZM6K=LyTenZV1W=g4H0XSbO}H|8;Tw>NIi6piT~^hm6fXpfR%gf#9|f~UPyJH zMrGC4C9swbIZ<_l&zc2lcJd_zfx7{EBh~~FRI*(v7Wkq7e(6}VmXzRbaJh3oEtt7= zkxk;bY(K+G3=5=LR}=SrT^QTcX17iVpbSRGXAi&E9>@mng`9Gum1CAYgJgpROUqd0 zEO&SW`*jT+x75zQJ@z%&n+F4W^(l}5jXSrP%CleXj4%>l0dvOH0YJ;d9t)7c8tjfP zm>%i}pm8pxohZM8VoCYnZueUI;^e}Z>laf2O1Z-T5)J~?+zXM6KbZFXiM0NAkd}@~ z*&IJ-y>suxs@T@30_UOSc7*>E3(#xP%zH)rpj$%^RGic$yN0Nm7k4sc`Dp(lKzQ(I28g@LXzJ)l1;bu`1G1f zQ043ci6$uLJuEOwxCK2Sj{#vQa50%V8|7O)yYY;VjQP|)f6`YGqA+xPCBY_KNVzA1 z*A4yByJc;CI_k9KJX48|LnXcPb4tjghv|eNw9RHFu5;_phv#50Y0(sjndjHMSjQ`H zyGYV7(Y9TlQO$wZIFIzezmQ+!?v>;etCHvJaC_@FpblT1HOEypA)51Fx~BSA7u$Wf zL!lg3<=9=2@ar`L(xMM?mY)?4mvfIzz8ZM+7IT^AA;Sq?=7y{&N=EwfSdL_n%xJ)K zz59pNkHxQFU2SsHP1P|#*~sI@u;gRl$J~YWX-lT?K;hL2=1#!AhNx1^JqdEAGgGN| z+S-N6^}KjJF9#8!vp93}vGx+qa{n;g`OjFepKR7YC{X!-DGd5G-10L>`Y#ip{d4nC zDP`QYA15Od@NvJ20Ibj4;snh)MMmq=kXHgWN5?u2}sh13~Vp~dPmv?yJ^*(&0lS}Z_f zUhrnfFjvd=af}{+Pur&OydR#!8=)+f-R_(HDB}-COHe9DHHwxG{q}O(Z2q05eo;zwOJ_D)zmXZCvzcYRlI1KtW^l#XM zf=LNs==M&SlX1ak{keb0wD?c9TiT8VapPfT0#4DJN3ICv;I9vF7hiV-1-olkRGz#s zVrBbSCcr3?|2}NJvxJ!fHe)s{8n601JN}*I&71*fp8wXMUPuUZ8Yh!$)H=zUnm$;= z0!Zynz42D=5dN?5$!1-g-ml1P?F|;_7DZ2Efv_R#=N6AX72dU8=wA_1<+_Fka$zX6sw3-BFzGsL7z5)SNk0NuuA>PB5)Y~A>sV#gOQ)8hppto@ z;G>DFR> z=UKIiJJDCKo7|JpiVu#IML2`Wft8FDoI8%{^f*V9Yz)#G?s$2MerEa$0~#+^J|TJn-8u(u3bQ<*d7yh}I$^1$j|IND0sHnnMce~EWuxI6 z|7izOV`S<_v@yB|EDSo(Z+n({?4p7Nl5$}fLLO9aC;RN$B`m;q97@gy{_f66#Rq7Q zPBRw3r$<{Zz@F_hLL*O_{1_9zyYb!7I4GC?$;RxGxP|`$V+`3Hz1WR%!TVk>??o!v zimZLX?T+%l5VL<`5|cEq1~H_0U=xh&=xqv1`}Fm#cSK7aN&0}7)0i=|IVW*rI1YXD zVae^8@c#6^G9-1+lf7+Ahq+XcX-`}6@SF;xfvPuKWGpBR=l+s0fOduum}9pE+xhq2 zTGDMKkH9DPcNgpqkIPQLsH~kqRlTF-nT#DNEMV%LDVtGJVt+{_1U&Ybrv^2gVHNg9 z|2ndG-YW3!il9y7`6#7wsSnOlhEdWd{U*(`n}>L~WmEqVf<`<_Es8>oW3)tvvUpYKbk3_iXTC`amxC`x!_7 zDGBWa9gY|HzHt_rOBZDsm!l29_59>rNM@c>g(0DJw>P@*b~yy+UP!UC4dhD#c!}fzqP|1|l>X8^Zm{1KOlY)}9n!9sW8A za|4z=E8bmJ5y)E`c=#@+>g7L8w;-xl3TX zk(kBv7Lh@uUlV6@8zQ?sT?aZ-X_#W&&z&RLk+R>WA8ReEA8W}|)1^E}`T;O_DG=W8A<%SBAIfSI)I-AR;6;A zDDF|W-2Z$d^y!kBC2~8GlhCZ6@#{3}?(y4R5mVZ+>*ls}Cp_W0pXqQkdv&BT!q~I9 zfrd(c_A!!l(AK28b>|eBt~=|a3lodZkmg*#-V}KJMu2M7?XCo5O;k*!b?pN+SWpvT zQf6Yj#iLsOdF#ee{F?cNK{)%m{Fy^RK>Xm`tNrs;N-v}l7^dkHl?0s5q7Jv^nd5{O z*|?o=srV>*MBs_^`t;IpzN^E9Gw_b8f)Ln4zMKCh3P5;WfVLFSoOlXgd&>TZ>dl##rjN+rW<3`ad!Kkq`(q*z`=3h2XfzlD=iNMQ1`7GA$`xZ~3l3fp z9=Yr4Fpd^{=}zs|xP~c_jBq-&V&&Bj%C(Rg<-)6BWzSu`EAPP-NWIW{TSKRc+HBsK zDRRx=_?~`~Yx<#Yh(9wTT>Dnz{C%?7XU|JlbrMeuPIM3ZZ*^(itY1nAN)`NN()>|Z zoN$z4SHNs z9656N_D=pM(k|UI>jMW#B$nl%I%DcXf%^lyWs9LDO2fKS_Z3zc;w)D9h8)*#w(EWh zJJu)Pf*R^|uE{x4QUrh1Ra41{1-nshe`nZ||47}G-JYCN?rX@$3mElc$Ju3tt1{ex| zCDK{#8oCde9$*1Du3?WsWlWXDoCP{q5SO^vhYNA=o2Z-U2%rL{o*f*&*?WK^46bhc zs7uQ}hzpw1J7R%U+=Fe6sT`(oUsJf4<`EdnkGLcq~u&TF+OPI^LoZg{y zPL)K4M$~OV)M~zE^F;B^Rmu+xoQa2CwfUJO%zAarH9z2_PFrQ6!_c{AFB#HtQ)t~pTUnv$BArfG&uJ2Z zJv@PQ96k>U*K;A{(lj%-wQsI`vo}+Z2}=DcREhg6s;3+c0#` zX3uod_|(XDKBxht$e|`$(!?-Lb6AosDyHL5I(E0f6|ljiiKjb))#Ow$ zQqtPM@#slUZv8vkp318UE|P0q!2Eg_--tA`eWo!=L8EMNb6u2TG*w7+@Lj_lzN@^t zUrlE((Ga}0ByjsL2u^CT->&=uq%cPD9dvaWy2}K=0Ovc6R@fAGKWTOQgcFgxJHY=h z9{3;Kr?LJH!jx@(hi}Hxwv>B8?+{pE3ilNUVxHh|Q_t7GXkz}9F&!bzQt%Y0xKH5BWSJ2 zbxw&n@A=sTNoa-fVhFeEZo8<%>yk@KB*zz0qU$&d*zzv;8lOdn*Ns4Ppa%iFd7C$J znE=K$Ck~7adPzGU&e&B-dGZzX$9+u1_pX({`D#bzPRU+!^2ufr=Is&|7^1-~ZqjJ( z()HE5H=fVHw9u<*?3_AEVTlLkM?)3Au5!#;jlo|RxnaFoM}vnM4zlzt{IF2!?*%5e zr)eNwTazBQdMt`#Xfut}_^TSi!&!r+Z4V63NIe%0dk?>pr(7p{u^P#}8JJudG$q=% zXO(kbFdM%m04P>%_Y{=LAm}Kx3p#S~$FL<*SdTevLwwpu@{gGV0-j#qS@sb=vIyFp z_B+zv58fKT@o7LSwLFZ;LixCbdDJKIIsqQcdTF!r9sfeLWr|Q8y=2RZtP#H3kq)T7 zo7MzXP+R`AEJKk{SJ&i$qxa3EaZcV^u7n_|9um#}LNG^i_WO0Lk9v;<&Ub+Kc599( zbR%>lgE8k0;$$%MReHERx5NEM1%D((kh7Q@lVIF8dvsP;!RWxdW?sD?1H*x_B1h5n zJ1EX2SO-p&v#AZmC9GbAZ# zy~`IOGjEl+41MVi^|P}c8xR}HZ=yiwosFIx+2_#Zp}#R7Fjjr6i?%i{MqmssVu2TM z)bOR)n=J<`v&k1T)f`Pe@hz&gHn)es`^t~$s6x2duaVE>n#0x!Z9$F*a!JIhNkGbY z!LoA*!%W_U;}V!A_C&5PIcJGPcVSdYor;XNn9Dd?8=6md(G<}J7 z_ZPSyi*qX@LynGgH94huOs-Y1eSFk>jz@Z^{ohSPmp|y-1QcQs)n%iI1qR`R(0E6A zeRf;tG^ylWEk*r~-y1LcJ)d)s72blPx%Z=RbvDLNA6bN-^W4`gtX2~A%|wY{)~!K|OWZs!19 zdgS&9YEY!e$Jn*`JhVe#-&LGVMiVuh=%IKgqT#IXnrC+3U#aXaS)6>Jc>o-+o#%1$ zWLzfhjrts7NBk7tiaqMiEVvqaDQfg~)KpgeCku)bMg37bEFk?5M=ax9xF9$`=LWY( zd`(NP4Xlvnzz|1!iLS9wK5?`W0-84OF7LrXFCNZ&_uII1Z^i7}(Lh_Mn@_O7NmTh( zu#N{7I8|{sv?jOnn$L9-iUIa?w6)xu7l6u^OqLs8Z$5HjJu<|Bsf&}9wlD462wov2 zZI|^;-cNCPxRok&{Rfff-$kUA%?+j$qEemicLzKq<^l^Xon8BU`zL!UsYuP&06aiN_`ic$B5rZ_&qxTua2?kd-{i`oqvGXDYw@!+~bH}Dh$COV; zEuRUM>oTNP=~5Ek;47}K^ws!OT3!AuY9A@`IUmEQ^#*#*~}vqCLGqmB@(iS3kOQ%nt8Z%ULaJZyMsA8hZ zI;$<$%C*n9DCF^cE30LbEiYdtNVaL<{O1dJs5dmr+SOod;V}={pti}N;#5zziW$U3 z|0iD7MN4kZfe${SyrysXPYIh*;?wYEjJ1cbh8-@-mWkk9d!IRKBl!eZkK}puwTQf> zuL|`v%e(73t1Z=}70bgIp{-J98(W^c=YeK%9ShTwk2DCA3OORi#l)>jFA%iH7N-uS zw!@sS;HNO^N2{h9u8iGVaOVr1GV)^JjU>ebAF zTw zd~noW#L3tUhC}~w?Ltd~xe~Qoc;Y;ji^~lPebpIT(H2Nu>f4(H!~`UlPQF~t;mfW| z9cX)mcoh=8mtR|#rpYDWm~)H9`7y@-1Ev|rAts80H`8%p_SLn!8aCn`p*yctPf%

vf=!7wheE|Q|C3f5cmp;YYuX*vz0}y&vx4e=a;bWDude4f)N>nk=N{YzV zbv_c}#=upT)RJm#Do>H?y5U*{vwc5PEStR`(y(%#qHrNcmKjk#^4fM_;vH5aRd zq438o&h{40SPNWk6i`uIUYB87yu!E+6)dFTuhu3vZ1;;#rtB>3~ z6zOjBe0q77tlN%AZJRc|nW7=tH)s>?4FJd5A&4MKZ8kfb@PMB6k&x4I8r#r+qh9Jw z3@p@moH$eaEQ4LKK6(x;PG{j8L-23~Q+f&b!mjG&L>S3N5xK=s7OH2FXWvI2Uf(%2 zBj~E@A0rZfN<%U6UY5{19qmrAGmq?BcVEC3U}0k^X5IBGrPfI``19e81omo&j>loH z@wEn0!4CH7TJC>1Ytyou|K3d7j^-!~OS|V*m`FNuIx&xbo+TK_Z0|BAt~b@#*-vQx zUBE?$l$gp2tT2Ev04*V766zU1%y{6%;MM-d+yl$9;dr9(e$N=mF`#jLsI-)B7ZN0S zVNnPO^bTGR`@B4{exrJ0B!$ceQ6u0!jNS%-B4CDxEU*=E{$X^`o~-_&{M4T646Ium z7!kg>NsOj<^fu#rs6nC5U`Z{3!f$sy z8eD%`KSHvrak-aSsRZCKr*=Qzj`wK3v!$2K8{3i>;Jq|Kc4Ymnk`_hFE5AA9EnQ~_ zK8=@C>s>|?tfOix_<0{F6dN_OqG)LV_=6a9D_|>^z#79KVXuRPG;vV290I%S4fF7u z=winSHbf!)4BdCWOf2xfcr!RXWSds%{XFnO?Hoxu1Fd=Af|bIC!=sq8wL%+hK|GI z;ABCiQdTEjIQ3z|CatMhie{K!Fw+>3{9ax;9dhZIvsjC#fZ|D)x+feL1!q%{4h3=U-Oi({u8h+KYH90Npl3r+~(otypa|}QMKY5YwOuiw;2x?VUZ=6UhQTsg+GhGNT(&Yt&1Q><% z$@-eNbr`~(sSDC)%`#N8y78@mA7-ZR1_ELUVAPKAS&=RTM(vfcksklyeN(f#%k_p9 znq^V~3N>c|si|{3VG9Ge{qEq?Lh0QRMde-hrp()qBt}o{d!nd#;rxW5R<2?1B=^a# zT&vvMr4Q1AtX|e}sr~#EB&X@3-U0ww$`Z9aAVTB!E$xT@K?A#;vydr@Tb1ck^|EX) zdJV4izeHa-{v5F-Xb#R&Ta^EQ1Z7WuRn{hf((3tk&=MNvLF2~)Sm?iS*wWmp8MA`L z;p!Uv&yLO@1GqdHZ0+wTp`m2P< z#&RUMQpADufT;sF)rF*e-)=5Md>Lv(n5ADL6l?bIVLFb;jH894WUBcbj$gg=w=?j4 z2Ew&(gZAA#>8QLnT*|eTNAaaH`>mF&D%XI(3TIS`Lo|-+ssu209nfK(KLIuzQUiQr zqZkMV>NRx2juS)1%~i605AmC#E4@&fm%39@%vPqFgDDJEIv5)FOYmWr-6f-^Pm9GT zX0MICjb>eaJXTcLRXFu*z}-4n;a*@fWev~7886g~fz}p+=#`BA!a)OUm$hNg@-jfh zlS1+$4hbUsx(Cjcp6gXv-GijdfD?z#f@qxKt@pPU(*)_SURNgaBUCp579D~sv=pz~ zi+e3{aTko!Q{5=h_w_vDDXPl(5MkfVoc2Eb9e)!axB=s-bj09FCkD#HVw{y;_Nq(| zB$foQ)e@xQv3JwdldAsKFZOe|$dBHa15h)+5hx{716VhQM}CFg>@^ni;Qsq#SNpuX z{kQ-9FBIWhb&=-ZI9JGUBDlPdy;yy$&m=P`FD(tg-4zOWz95Mr+y)K;RM!4NapWh2u)5fve&?X}Z)cxPg|^ z7{&^k8a3w;H86oX(au2Jynx-{Rm`zykr21nq@MNIB z0vKsB(0Ib>D6n|501>8v5StQi)KNyluvSDp2*?Z#>5U(lp850udkIi;5`mgi!ubPJ z6(}QKo*cATlswz#dVg9SjWHKoTB#h)6dNEO#&?C$@NeShZ&$9`szAYEH8V+Vfp<8w z)1^9EUD7-wIcI4C6MMxLy~0Ms-z9DLZ3CfW67_g`N>+iTb(0#^>tH|f73x;oXeqsI zu)wx)7}yP@W>$03hXktnLp!G(hF*4BxVP#G^)2+9(r+-#m)brw6@s?QdsNZ%2c|1M z1@Hy@c|3`HN$$tDR~X0k9HI!;Wb;mz-aDJXo1QNFwjD>Ji`1@jOj_ZB<}wfUG6&n` zd!{+}&5w|ZyUIKd$Wv@l^w0v6!QWdP!ECMG3bPYMJrRez6@+fQMbR9+U=5{2+qE@h z?K;9TeFA2J3lV`k_c<1DJy^~@C(czMKv9E!htb?JB_zCQVW4Nu_|05uZC5pz{$7A-SpnCYuxW+7C?fo^KZl4g39}#5b(G&gvfj`TFb78G5sRVz7`mvfH7 z$DO)lUa#X|sp!V~_Y>L_zs=vQbPv%l?`Lt3GOQKy1Tgw;)W+msQ)j>dy8Il&xqCp@ zam^iH5`n~64~*oEjIp0z22^nY9MmrD)LH2U`W~!fywvap!7^*7Qn;*|ttsCr)0dxz zwtl71zGdMCjQt>o4fM$%X{)vvV+$nUJ2oe4CU7()>zgH0fXFPF!|8|usG3Suzhq|o zYiV!WzRCen^%|T%T?)cTfF%s+f^o~!<-yx(u>mU$XzoA+h>w9{(rwUeh^)pN0_n$I zpp)^|puYl20uoH%xMEGU8-&!?wx6NBU(T4iJT85~ws4G-hNoAE zQ6xXt););S6%(P|I@0L6gzL6&0?VqU%O5{|XwBAQH)vLSn1Z6YaouoX0im0ZH1wf# z+p6_0Q1Ua=WB~LAr&k=E8;q5~VMwx69KGUFrXpT5K|bxwyO9&QY4o24H-PY`4o(Y) z%{>8M01$>=0DXH_Xgt45L8Ngcmw;um?N0JJiVZ{tMS)=`eIIfIe5;JK7!0q;dmfG| znmdH0DVTLq)PHn!2wiESg2q!D9BvkFE(mHT&@Y1CrE6)b-M7G0LSN!$!@MHbwNRQd zP1Ond;|ZN6b48>4RGHRervR?(*z267{=_Rlkf(=_0+Ut54 zbSC|%4bz}0Esl4UBUe~7iHAFMa4Y;Y8E6xh&x22pJ}_}I-nz0)w#n05t=dgUkHSWe zhtGqP4C}@%fr~#7ycf*~Ww()HGZ-AIU|tzqNW$Z(+ZgXc2maL5!A%t^s>sLQQx|P~ z3b`yopU5toKq>bh5kYnAW8Ak|bg%$#0Mw%nqPhJ)_TD@Y%DwL&AE}f=+4m8$7G)2a zB!ncptd+`^ExRz4q+|&p>)7`t*+NWY&%Wlc0YQ#O|0DT;S(dn<i=2D=sJ5ZYmOg{A!Zsf~dQ1hlUUnWE5nUNI1IBes_^%?fm zQzo*?dIVS&=(hyqr<<^DpM6*j*SuUCT)i>WYCuukRRjqnDF>)Z3I4hJ6#Cje!fr`a zZd2hTk9^JspgB_#RM0(7N`ygAPE_#+D6OSYlnFZt`Myb$X8N;&EaDD72Pl8cjq?ez zgaQ6LT|hQXy-e$h!-_-+T8>=$8I%7Hf{a=K$A9~7-$$(bMPMNKnvUnE?y28JD6zD) zVLf)J`d_HPpbW;h1BvsMKi<{M z^0(ivcy_$QHz`5s*4@sPXTgWKQnP6uUs``lVi%!P-g!d2Vmrkv%G>PdWtZgw>(z`_0bKDoBV0=4_3Zv?>Sl9AuyFQZUB6G14-k?76*(EYl zs8%SoqgI48(o(NLk6rqEqowt6p{RUg(YW&Wc@zv3!P-C zB^7DZ?Dda^NM*%oyN*)SvYW$)y{%eJr)HaN3{AToox*80d)L@oe)giH z)-*FP(ObU7@uq2++K<9`6ns2{x^M3@?#?9A2Hh0o|1K} z`$za}Ae=>u5r~_wX&C93oY2dak;ToK))6;vB>yod<6?yR8Ma#-1p+Nee_CHhcUOY? z%%ayPa$(s60C*UqasZL_x$@B9i&5%Yi9~hg{y>?MozS}PY!ZebW$<~BV4ekAX*t;E z`nqKZmE$IH$A}t;9{H3c6KKym5iepVUHok^_t|;9BN6KCRE6Fk!K1*`@3rO6e09Li zfCC9$BLUl*f%(T_NISyImXwm2lNsss4+Yo0g>qXB8k_Um&oS}AI6Ez*-R!J(!*P9 z1j_pt#f)jO5jMU8WHEeg3P|!%H2>VSE~OE_O)3lI5Oj;S1HL=EppsfPuC*;8cSRh@ z4;AVk-OGsZxW)C#?ilOprM%0!0U860*Ggvk4Q48B4a)<%7EL3$0g94+q5l4e|w{mOP6$mLkf?+rQYni{sDX@-vmSAv~2 z>2irkd4q?%>fIuly(lYJv!q2N)}0lYB&&h6(e}XdzBQbG30@K?mhG)zBbe*E?b)y* ze8vT&fdty>xz2QKQ znr(+J0?p$q+R(a@auPLRBz{)*^%-YwfChI_5VAYouV6laAp)o!nbESa>Az-L;;WA! z*=o__{qEbljw3!h>fJ~yWoUJia*3AKYdUT08p1r=cH2N@I4XSyXex75~(qR6^?FcyxV zAW>k>0$}8~|33m?~-!HXOm-mS`dbjsp|%18(jc0 z9r*pFq$9D?tN#2l2IY`et9i!&gpk zW$2^)L6Z@SUhuYsuOpMRE%9Y-8?FJzteqxv^A1AgZ`mmgGgQMYs<#1!JePv}ZeXOJ z#hHJC@G;V6pwHMex7&5X%NeS7+~UWexH`ahA28a6eK|W4V|Q~m;GJFoGYlX81~60u%lfE=`&Rt63<2D@ zvSe$HoH%qy1LG#Mj{=McCwS@?94L!rMyvvO4>sI2zfKbeAz&M$FPoLNMJ_%CL;bDc zA-^|Vvopm3TM4T2`MU9}9k*onu%Fx(KC|P4zwHeF21nK+vdR1U^JMJ1C)1kE5TL&e zaR}Hl&|LM42*)ebyyxp0y-vNbwAxAR*Z-r2(7!Xh?t8bPpF)re&d%`X zJDI;8gC+h8-~wp8-vG(qbMp(>1Q3013~;S!Te~b8f>OAfPz;bp^IXW?utKF2>Th7; z{J3!EeSi1m`5C%s*?p%vPw7KHC4=SN#)KE904Yato(0XFsrVVzI)3IqE2TKu@#&QPYDn|Od%b&u>U`Al|og@&(z7$y%2QZOOh07(OGX^xFG*d*xz`a?P(HOSQ@O4C;N zwYA`q{voJX#V|Nr>|ist-PWl3sIFHZync`cuZ?w&tFoK46j(7PGcA?@U`UeO>kseaFu zxs}`a#zW!j$&w{Kp%K>OAMT%uLuE*tED38XV4mq@2rCtHlHcW)X6YNX29EHdh~oK; zF5!+DZM5hhbAWx}%nMEaVI_(WBVx~{*xOoL<~7(ic@D?8hcL8Q`*^NohJE&BPrn%t zoY^_zLE#II@6vqzFFVHn(d9~CDaO%VrWto?V`HW_Bk0M?o&yc_vy9jaHr`Rz{+nH9 zpCE_u%aE&r#;6TC=teVvth5bc@s&6o$lRde1FZkqpCCTaA5TDRZ8gDezWYv~k?cPF z&x8KcNB@~e->-@P&LskQh)2NGa&8|e9u5ad3ju*$0OCAIxm#vG;FwG)osBBtphn|> zl$rUFQa(lgN9y(R`{jmgDk07u6pirmcZ-(WMB2i*{na>u?~m|WT68C|CrI`K5z!F` zAG!k{mHqzk90S9D9`Re({HHIzO_Trh#Xsr`!MvmyA?=I+eUo)7z24f$KuIRsJM_Sx z>xwkw>SwJZ&6L(BIOyhjm`6WlaQ3K6Tg_1_c6`>Q_6J(XKMG{Kk-?KW`GrfR`E7mg zxevxdiuN-(9kp)iETO|u61c;sOk0qPLa?Q*Q(b}$T%RD7+Lawq2`1K-tV?sjoIyd^ zd(REI&m6#VCmje(N%`PyuG;*eb;Or0^0G*rRfDTY5a2hEfQx*F%--Cy_!n%mE)>k#^fmpD2-MLIj9)eMmM*GP-+ zUDDE~3Ob*~n9OvYdQ92!@Q|;BvdlAA<08ta44VVj&8eB*jE&Uy96JaVr+9QAtvEJY7^O5>p`fQaqq{RA;l-?jnH za3R~yfXIjrtHqdSVVOz|dYMt%p#>I85u18k=sZ{BUdre+n}detOc0UDaY63kO%mX) zR`pXjCTO5tnrnXOihALr?EL2tdYk1i!L(VK=DdA6FBRxaAb8a<&eRYCN!g^VO-jL^ z`h%s-bana|QR}>v!zdOGSDOU*Xm7Qoj~=o)2s0@V7n$c%<|%!^7=;|u`W{JT?KT!= zr5R`oMqIbJ&OR?R>B*2NFK9L^ljD7|o^?C1e{nRo_CnFtUT0t)_BZ?i3GRYUe|QM* zLI%;qOX+&nL&5Bm^llUK$B_e@kL&?rW3B>t`KyJ^3gf%9V;}0iXUEwu5&?{JwWMjJ(xsxgKQto$%C=G?urfWF$?BzwO6H1LD+x0IL zTuru%jZr3^#`zIsZ{g0oi!p0p^)T(gKdqmkw$x>mHr%3Dxc7SR$)vpt(7|U|j^M2} zjD1UK8*z)d2)iS0)nHf(*dxysIm6nsd9j|r&OF-*-zMbx4o9kwm*(OIaxHV;=jvQO zI0!4D+E6~ZmV};enqjaM%RQ?!-sxpQNlgD{f?c;VKi0ny4B;}n-A6f zC0A?CIzc1Vi&Ur0iqYgo5k%ay5)qWc@oYFMa+MJc)SIv{g;Cv)50|4+ zxwY5bmzZ1dpzuu}`jMbMu^H~bHr#PXnXLvM)~*wG`hztJiVJ;M&r@eHonCFyf25As z&|)Npt_VzhhN|tomFzZgv4u_GED<0=(qw>brTY`4%J0V$_eDjyBS6CR2ScbW+FVO4 zkssCsJ`7ugZxhkNKC8TVEy};3{Og(i!BKpI03Ask=tzXH#klVeGkv`vldxff4Pl&z9_SHB9Qc7BkEf>o%^#C_ z2zQhOER^yMTs^L=&8-aB6xI=F%hyRE6HXhb0_sMQhI{+KI=(iISo8jIF(JH_(U(8pIQVvw zW<7)J|G?Dxlm3K2Ap1WPsp$0(Ac|ooj4)PFq5-W0tG8U!0afQC zOPm_{7qr#>XWsvRt|v!7K^C7lTH>gx(MD+Ea5Tw=>|5Yf>>32TC7P%CF6tS zoiB)L1e&AoaVSua3^w`HYb{qq#jj`3{@;|0f6yd{-f|C<5cOl#mpWc-5r>~l$m%X_ zI@B9;vEYJ&IrY2Rv5}I8Id@hW_?0^C81y^)K9sh*AoCO^POk_NrIm?LGv2?l-{A+b z`TtCe{w-VQFFj-w$GzzJc)pZtgR+i@K+&spb{=W$aq0VXm5Iw!$6*Kw!XPSPL?|wg?C=%ts-vN`mq#Mu!b{}%b z#s2Dpgyk2}&thmU2PRzAqRF0c4cq7E#_v63MhvxC_Lw#lMESe=R zQu(%333a{F?GZwxo3uI!=U?vO==XN-Cnah2i(z8$AlHPBEF5u6eXpF~_V)B}LVJ7| z3(J6#aL8ftQG!Gz7bA&wyl!QEr4+~Y>cPVo^GK*1Z4|?0jSimJ(#_A6yCUB4{{Qk>SGbBh^rQsY?DB<+hUC@}&f>{QtA=_F*BtvKEy*0YHCjfi!)+`s z=oC4*Ph7%S?77d4J(KU-HeB#{^a&&*N$Oa2TD0L-b|w^H4ax1qwVId_v69pJ(hS1p zPbO!pXG}mCTq&EesDZorswJrbPf+Ug0du2=<5#sF4PP9MI(52>Wm<8=gdWGe;WGkz zvi~4+Tau*FwVS#$N6h!#-;#k*vSde-=*JeOxL7Ajk50MJH|s^p7$2VHkY0W`6hT&e zW>d-Z-A2OFadEO+L>^D%1dGQ(tOx0kEMcJE>DtjO$@!)|_xauU%sxRZ+C~={{iyl` z8}vpsJkBf|9;UN#HnMbcXZPhFGzp_K(I?Drj(dI)jXq>bzew}YyeVJNsp&qi_@QBu z+wFExDv)=LxpZ^EGHU2_?O1GJi_PZf6hWe%qvxf(#r{$z%()OnU$Qe{&Q?j%3@qNU4*cuRH9g=6a9w!Yq9qp+$8euqr z+q{7ZNVI-KY~6m3;hparD$h#99y)$oaXFLm2a)lo;FwW5r2Ht3)-|pYPVOQ%IyHZ* zpw;3SrTt^|-rLo|!X)L#5cbuk5VYu!9SOz8R-bCo!=~ZM-VDRgRyx0VgiO#)9O)cUJo{IjobUseWRN2b+^W7r zhX7;LCzNr(;SH|YmnbWEpU|t?caTX`?;FlFzoVuoYL~+TD%Q?oQOR^PF0__rvGeW({2guiR zda)}!ASNp=VzbxLi@DgSS)ZQ`s9j`Fe{G2dFS%5dq8Ad1bGpz{9oIc_nU)&CtF38 zVGBVbs8VsLvz)bQz$xrSwp<)E_9R4>(jk|J^f!eLf z(I4w)q(bS{DSBNWx8Ym?Ylpny_o^4(lnz~=1A(nq^}I{mKU&*rnxN^FHrL#7+g=jy zfv}W#1xIDec4}TjlN5q%Rk}tO|4>NdC-3to*Wpbf=;31lX3zy-Nr?+6*#liW`Uz45 z3vvQp=Fm;nuxd;*d}=J~oagoh_(#9-b0k0RJeh1?>w#tVMw@Z}-bU}6VZA=mius_C zk@V6I9R_nk@ReDDZ4AYYNYm7WbS|}i9*TEeuIjk=z=`*Bqoiq5BR^7@6n2l@fsY*n z^IlJL(`!C;-|IY$!}-mR37DQ#Nv2F|B&P~APrvsE3tlVie^gQYpHxbJ_^rQdAzccV zJj~0zN1Z&oTAy=m-`C(hMbip2)9a3Fr7tTfQxOpRn%ost439SX@p`AeWin zQrbFdY1jrNX%63{9hr^w5or*6*%AJ%c^W=^47dkHfv-?3ShMrJ!#wkyj_>!~84}hf z=Jv|W0i5~sOVCB$?E`HY@~3>7Q`GL--`YtQ;Zyz>qCH8(H-Ok@4b=JsaV7x?g{FYI zlWg0YPUA6)-lV_(d&;t8Xprba$>&-%~}TSn61+0j+V3s*nbr5Iw*!> zxS3Pr>V$zn{XWsx|265l)1H5|T+y%ZvJhqUyhEP3*#VB_!MfLkFJGk4yx4vlx$?F{ zGRH#59VLP5FeR!EkKvJ1c+mzj5fJ_ofAY(Tz&WD#{L^X5Ev(Vb_G;NBK?-T_fZxZ6 zTT^}(_?kS-t5_g8(+o#ShuoYb*j|PMCxwd^K!J^buGfBo(00wN@S|HqwZF?y{x6U} z;wz(m*Z@Vt?J3ymUCn4ITr6x|b~y|7lNFPUxB924XmzWxtPY5kMiR^z@YFFOyc<<< z*;Fj@EJZ!MTo#BlaiF)9Ds6NrU6`(;d&HLT>bnAge?>|7UwZ9-(_B}h63$28bJ-NK zXp~T~@k>zBk^o`5AqE@J)wCoEPS%=;2t!+QDFKHg>DfYK7M|28T#tcWg6Sn}$YASe z+G>0To7c0VOMq(fe_0fjWMrMBK(1bQupCpVgejuR=8oIR^c0^DkRm zz&_fEE0*2#>O69pSkHT0DBiynl+*K%{u3qXvnPz^_eu6k7{5;sM2?N(3Qv&T&H+B9P1QIN)UcLz6V?M9-3Qt?bF$`5t0n786G0|yEj>Cj zlm&OGheB-d0)+glN4Oen^cg|C)#jI)1KN{m`wm{EQw32uT4#7>qWd|Xh8 zmIUyS``rB*#_*#w9UC+r{xZ@+UaOZ`NZ`)V6oO#}hJ3sRHW%QXO zJ|T$4KE?33@GFfb$R_qw-} zElguood)JdVfseNyH(uapxuP`^Gaq_KPf)^EwXd;gHKajE-h_8o87vcmNZ3s)3>~? zSK&Ihe6)Ya4dVSWd}m3htDIq;ZoP9gR&1>=>Ig8|@FnK^XWia>f>4n#^v?)& zx{;d;wYJ2bw03nA<`Z&M*SDz_&l=V9Ajccs!X+&656?g8vSZLuS|Sc2OD^`DOT({9 zKUWuoUx+WhMz5LFI~y#lPybAx^vyqmP?0;T)mdmUlCOSnRC9Q8yMT z>kMPc0%i5R(hK%Sr>2m+XXo2MweQLovUW~AlpM~7s-U-$mn5q z?@?j`i&WS5#01Q_5)`uZ28Z5?XWu99eJrxZ8VGvh5r|&hPBwoVCBDtN*}bq_V1OAn z#_yVneZwGC=_Zli{xLdd!wH?HHDUXB6r;_$a)p!v?eFjJ?%NYhI7s{n5>UNFg6oH^ z%7Hw{92rsf2s?&a!&dG@b&*NJ)Z?#|W*(2lSCAyD#&l^;M z9@re)KS9UY*YnI_#}Lk>0#HWp_1S}HC)1#aww zELuhzZsbHv_VqqhO%Cdov9hQ^{!Sh2;d`u-j;C@;a>`U>KH8%|`mk|@Ay+hQu$RLj zppjqv=~Dk*Mo<)t_`oZ}G?M6Pseq!NZ?1i0!FoG}p3dL|q51W|`*=;rJS){%M&^#v zQybJ9?(bpUkNKU({PJ0G7S}gRr$(uvy3GW+Eq|hTs-L_%c$Uw|CsfP4O!c9}bxqSl zeU^E>pmeguPU&O#Hdes3XaVO2 zZrF@Et8`i*(p*c2V?otS2T(N= zOorCDCV4ReV&pv@WG(o-@2%gXAYyD0HjM!OVy!)+kgjmttIt6~;FmUEd5u zy#tBv3$6;Z<(w4gXa>r~<6m7l->%b&;%HyX;8yf?J#-$|Q)Ke+EV5UFDCP0-bzy?N zcz$qG$oS6y+fxh@Ov;XpgzyJu=Y~a`@h%yut zw|NDBD%NWkasS7>?3xGU;RpEwd?yC13V?=fJOC7`lZef*K7c$!aFMWOcF@|w*--3k zNx>bC`czXrK&I)N5MCR)y$ge%-K zO{X!BIZP~h)Z1OPlLGk!i+LG?VMCoRpR8}>v!2$;doe76l`dBfDc|w_ct^pq_h=af zLH8Y?Wpt8Y&|H-ioO#(Ampo3MjI~!Yf^WM4A6eWOl?vi;q|y58%aTKfkt&X+T-mz_P3r51Z% zr01>E7*?fVQ4?+9GHYm!Zh|G%HTZPv)6HmPu7~| z#(NV6CsyL_YM0Ke_XA=oOY9Xy1|yV7*9CoYmk#L(4chfiNbFx0vqC;K^bMN*!ZrQP z2+F%mE$0aN;Q(hsU$K{L=GlsLuV~6&v4sQXmd4i3h=UUCC_LL5!zkp1i$}V)jefR z6T-{2udDkqV3RW>m<W>Ek4Q@(aG%*(JwjqiQ_PRmprOkmK(`>=?xU%zVoD3h?<7*_6+6W6kUm}uW z3qzSFly#S*;}>ikJ598!O$&n4%QPlPD~2GWY>AmX)i~HZa;M1bX}ts+^~C5opOmIh zpuqffHkZ+9sTwE8mW^A5Zk^$7{#}A-BCys#v6M@Pmk@v~iK_?T?XtKjoEij>rQe)_ zMtGm#nhPgCC&}&WI+zR+b%BaSAW>J>qm9s}Cp|~UoV`3=1dB7~&OEoJ7|5^QL4>jiFleVl#t{h>S65=$0Q&e4}#!8i6i2#^~hbf518 zY7fCSmfQedBQc396kZmr=(IIXeVYFvMY$}pT(3`lnB~n=FnO)yQqufeVBd-%sC6Xn z(4kF{x?umWX$Jr7l9B)SKL3S!pt}e451-Q)=ELFnuHiR}u}!=p)Q#4&YO&+5A_Dqb z0K+LG*mBb+&N}FtBx7_t<(6wk{Nszv-4)j&E0#9Ga-;=%H7J6IrO8#OfyRVaV|ER0 z1}JCbq-J8kOV@92Y>`t}GcWlqM_>33U_Vp`Rihdw7w`(NEo7d?z!d@0f72q&+ zRZYWHHc>BEDVn&Ro5d_PSNDSSe4Ry0l*)H?B33OMjIs+3pYAKqzEG^}e0U;0)@!9e z?EJ4V1V2ECskI-9*hG`a#{Nm_m*k1ZVo$<2HSY>5N2mo6HI!@Xuxzk}Y_5Zz?ZcXqY+N*lO#-EC9c)vyuFmt%QtVB6MdW3jH2WXMKa(xS zoH#nGFd>}5`(iLQj(xA6{3=CgWhxY$VH=%Q?B`PAERiOzq39l{?o8@E%f$;0<=)2^KvD z97oe7f87NvO9F9AzJt`TV(>Xxv*;W4a5Buyc!TOiJ%R0R@K0f1^D@h#Vx|jPp*`tD@faCo) zUyz=ERa@>?ml;7nUiTzLS=EpKtfa9PRLbA@)}@vr`rN0OekS%&ynRQ_EPR;? zfy3Xa8`QSAx}tUb>x+BRTOHs4^ zjhsr7YtW-(-^gU@V8nJNHqb=&Anw`tl&NdSwcxwjZ-chpi`WG z@015YH;7M}MPlqGf1{mDF1v@7)I_RNnK9&9JD`?6K>#D6r?VMm*_Q>t0(etX=KA`p zPfs|pM#*J*sp$#Z*K?_>N=hF;mQi1=e5rOVj=l34;iRjyHQb^YNWzp)kcHv6-$^>b zO3=6&^lUb~0tTK9-M$Mdb0|v4-3%>IU=hRf&aO?=RAc!-?#=q~BST8wjRqBu(4`F_<%;FvJcHy%#17KLM?*Ioa*g|*aJ=G{3^YdEQf<~TN zKa$}hfUHskA_~?uJd!cIPLYbg(z#EDdrkW9riYnU2q;V2(NCHH@y$qyTC0UWPnkIc z-B{eQ!6;xol=O8AjGVi{B$5L2?i()nlh6MJyRfdu{Cq1)m#e>?T>c&2v3E2XoNaat z{$z+_U0q~A?K$?P=tv8CwrO(Snvl z@j4A&z+5kr0)92K7F+3HH`!|gofo?dpdip>J)DWGMk(Tb)47WPrq!fr|LrN4~d+{<|2ej~*Lfw@Xs1prED_RSacon$1!2pdjRS-Xd2B?7l- zoaKT`!v>DtkY;^7ZH+$X{eJNt74g-T5##gfA`6HJ*a3 zp)+;qBQ!11vr3y=?l>Iba5VwD*ZliBML`}Hn`+kWd} z3&Fe=({|JB)!uGcAK4Np{Iplaa|xBSxfl7!3$1~;Q+!c)4uuG(sltP`=BvYp831eQ z2gBhNSWZUeg~xrMcTPXC%$z(BpoO=tXfg|*E|u+p!*lExxIu%wN2g3W%p0WVI9Q{{ z3Iyje-Fl1z=XMGR+IZ8ettrUK`d#v1m64%)O?}PpW&5<9CCek<5q867?uUxja`zgm z)%3l_w0->g=08`=`Uom!!A4~w4bg|}pVhDMVL+u<&kgmb$9*XVPCW6t%vZhV$++*W z0rDp^#C%E22!TTL<`ack?ZEZv%9VdKzy6vHw0;9eZMFGeFwGEcePJtYY7WMfV2lgJRY>(ZiHA`9~YK=igbGLq% z;?ofk&Rq&>c{iN|Y6Aps8y4Wn$ZdM4aVyrcRdOlI_0aoJz`A#wXFA~+v@wPVh1~+E z)~&&Qg=g|)sM`k}%<))Bv@6DD#j@(I&9nw=m=(OF5*Db6o$10dPwOrwP}^xxGlyT9 zDx1C0A(z2p5$*>p{;PVWGEIXPjdP>khJM;gyAs0B-RNzgAAs%BddHm7{dHbE9xNf?o61*IUMTX|%V7Up!2dVRA2< z$c;HuTY7`5>a_kev2m3Nr?f5gW0bQHrghA@#eeo39qMOYY35qghI5MsY~(|~0&Sq> zK-U*F3G!0y?}-|nOup*+aQMcG@VJAKg&1NnH7F^wfxMumrN&qM6<<1u&DBuGydK2@ z@}35P7hxBkD~$Ea^6+Q78=kc?Gs2N7ZP@~i3bAckR_aLw_1paQF z@S8);!&euC>sH|I7ITKag^WS&dJ=(lmXx7{a@M4$27-(relI)KS>`&13*(PB&hsI$ zEbvu;jGuq5nNu$OwWG9AUwO9#g)}F6R)?cvj1P24&7fv#T|I4luw9dEw^eN*HmR>2 z6sIAsqC%s(fz!NO6S8)DaDJmvr1A9pZrd5c$;h^=;BbB$1>fnt$I2$6zfBt3RNLO- zQ#N7U)3yT&7^#Nsu8$E7R%Mkv!l?J3EsEq|}-cW=g$e zc6)fU)8_7s39*2)mRCpBnTBLPs!l!^x(^4~(|ao1t*eS)w6eeRVlbc@e)O@0{(ymxA5;ByQF zIPb8cQ^-nL3EmCftr>$26QGWmTjJhm10NvOuGp?fmmlP?sWr6n)^$L10LL9}vTHxU z=g;{n{{C~LE~+DnQgTZu_uOY1-rA@<|S{VxDAI<(2YlwQjPVQ^1b>h zXfK8HQ1TXXP2zQ7N1w~;LWq~WxI>mgm;4{L@)Bf59Jjx2E%?!zcF4TXuR1%LIM!>~ z^6?dW_!9P>DeAMp0!Q8{Xni4rO0prJON37`C0dY(G#h$Hb{ zkQ`~pkO!y{2cNg6iSwv@hx6oEZI=-W51#Z|cNu3XE+&SLC<=8Bi_2wIr(gPbSmk)C zMQ&W5ZfI+?#DtYe^ycc7sDJWBGU&HO>PIA!%)}Yi4b^0wFS&lGUo>6Q1=cV zAb?munAWV>bb30e+n;pin_AleqUykGJOA12km1>S=ca$WBVWB7`@OqLqbfSn===a0 zre}snA3Bg#kC-`WKJ(=CHj$Gb597$R!KkcY3~N@9c0g0H_YKeX4SK{`I9T;M%y&{& zi}CpHo@HC_mUyv6Af3o3NP-^8$T5u#nn$8)mg_|Oo`~!ZlVjOm!s<)e=w6Oo2Ad}Y zB4{ zIM{M|4Hijeb^A^6AMVr7FL{$QFeaB{&%f**;c8~OG^rtDYrtJBCO?*Iuz5)GH$P@u z?VGK-CM^ow7WR#oPxrSFhZ)F2lQ2u^x=fVB2tkueHNjWPu3|%D!y}t5Ju4@P~hB(*}Eo%|Bd*e;EOP-G@?5 zZR9MI6iz7Sby15nSu1iEA1vk$p2}3%#g+Q)qV!NRZG7k@GO%}iWe*60P2%4KB?J|S z*@;x=@$V^S&LHrF=Dr7sF^bp4N&Xo zx$-Rh^_dxDESPfIUrc=WFjPtaTf(uf$f|hHOF0Fhx4alKONd9{8P`u-(A5_5pL0nX&lyoaL+T7E+(n)txRboq;o38jfJJps@C2vP~=fZbN6*vf$H zjI|CkEpU69rJFHr9G$)L`eDUriL+Jn%47wd=n>Ww*51pQ0&{K1r zn6n;XjSZ@uy$!bJyrMC3+)0nK!*9sNyKC=^7a6dgSydGA}H%>BM<5Lttxr>De!s$ zKwkcWBl%CRd7D*@Toy%O2*B!$W6M&@;$B+7`X=GZKzLDYTHGP5nhoIb9|D}2@Cou5 zu}s+shQlKZ=W*8gq*K>>5T0NLUn}ndS>2*aD3gw2H8h|b%78t{7W!ut!r$>db5Vgp zv0O&{2~y);Aug+PECdvzqMmari9%V4f{zoN1=fr(R&UI6o55F7p)+? zoP+bb^ywF?JY9Nid&fUipByo=wT@Of$MXF0+@j>BwSO3-5j59z5wX43t_e%1gkvsR zAaIdr7AIk-Mql6y%{+BH%1O8wui5B6!P)zn=Ufi7>F$5Cr1WI$#r7l>7ayDg)>y<# z;3Dv9@pcwZoEgYh>c_etpJA+S3h&mP`{XvuxWxNnro$5a7nfX)cZKmukw3kB_HYf! zl%j*(Pdz{&35#fvkqw*SJa0&nVu7KbDmD8W+Z#pUb!aZ`74wi{0_O{o^&6icBhqS% zeid(A4i0y_oE|+1Q_gMAZNB~_eqZM>o|rwOr|(%}yr#s0_a|A@I$ZR!96=GN*TI!} zrU24vtJAOGYOcc?OnZI~*a}-S3*yG`*Z-cpHUw{+{lMhBJ&M>GLpE@CS~3Z12vZI}3^lyD z7hO~7GCl0~6i3%u%I%1#5LVHBMkFJsMOdytDzwH>M7yp$5^mhG5( zWIO(x_?`38IeN;FMI)7#)hBav5=>_HK8#l>yEm;KiwBNBowij$3m zl8$P$wkt67Ld2&^^_4DLO-X*Fi;_LIF*{80WZ{{HLOQ%U?y5hhM5HyMD%C}>RWQ<^ zT6>{_$Ve&hvflY)mPTf$-ftQj)k}_9)B3ptwvpq_QoNgiE&^$p`w^Lg945n%0At+k z6)ea|{Gqn5nBD@UY+FMqpJP;Bti~APD3yFc+Vs-u?WAYCusNN#S!?D##f6|~I7)B^ z*b9Lou*=u;m)G!N#8F@?|5EboJ#v{O5Lbj4<5;4?x{rco8n;O+E(V-bfH!&y?tBq! zyw(p}BAEQSbXqyCvJlsf(b&j$8obSCzj7#_*!Zu8Pm1lQp0K~oPddjidJu~%4S*6r{1O?R8y&Da7+!>PN!<4j+MjTH?V@|H@TpS`s!ccK8)HtAO~K= zZ-v6@q19d2gD=7YWC4Ms!RB$VuY2w~XNsBZ&!B=$YDq`_D2v|J>IBS2Lpc@7!&hxnxpst>+auQ9F4Q-CKGXpP{ zRS1OSz%gTRP>*BR^$p58+xq+Udu0_qK@JinVOJ2iP3Wj{Q?hhwdFK`G^Z;8Pkhi%T zAwQXl1FXz3 zphhe)+r+>;5A8uhV9d|DEMt12W8MsR9(aqqgRdS{efXcc3Vm}nxeangfi>(abrLipEO@`kbIQeBw0%J!@o4o{G6ipI>I?Y+aI2yv@UIXH`TdfRMjpQalW93befXPk?tCHPOpH9gPfwFZd>l7RMqXz| z=0}wStydZ%DDmkJZ*}_I6=lbI41JjwMKg_W$&cUE<2)lXmzLajcEJ0&j2ge;z9K8h zblweFUfAy|V0tQn@b$yjTxz52_J-4tb7 zCer@qYEdyt4I9-0c1K@ea=Zvz07)_1S~Lk;AHHT&i(|LHZ9;3?3y++5EwufnTW%V7 z$bb;Vr*gFeA=JrfOgp|j{}sc<|8nC5Uf_t%w$i1=?T!f_03b|EkIpS;2+yzZ4Kcbt zU|-BSwj`0VL|2iI4&8vCOqlm6@9!C?yqgg7{2t>0mWL$T>+&ORERLgB76pAW<})AK zaciQ`PhCDiIImR=6pCGTun^h0Lcni1itsYobF%tkRG2((%l2E`-aHS%*QtHW7?jlIX-2mq~wqDkrY4{JYR`+00G`JgUVW% zg#%q$>LZ{_&+_u4j68S`ru=Xz4=&TAbe zQihivoJDIPir{X)K#|Po6|JIk8a@$eO?M}@WS@EP7BTj0Y-DjsmRPgnqJtyN;82Z@ zdB%CH@YqqByq9G{EE=Y9S^auLQU`obYBbAw#S%+kCNk`tmqnx73nPl56l!NFl+_${ zdM;UMXoel5I<`V4!nBx5F*f^jAgsp~nV76!=Wf|vpGGZg5Ng|s@Yhd}sqXP~hJp3^ zCb;_t=kNc5Y0)sv1|MW>?}N%U}?f_z^H2$ZJ}FQ6C$rkjgHqp zegnAasG&2IZ9U~b*r|lI!kl$kogIC+-k`|d{1(Cb*X`3~@}D_x{L5pMD+sj9W86P< z-QBSL-YBWZmMU%nXY(U*x{eFGh<-%32EnwHc9dIb+r0(vXfpxtt9&HCxWeSaqOMHX zaR&&9ma1NDo-~o}A?9SK&PZhEO1f(3pm)jC<%-dErVXks7~Oguq@*IuvA~X3ODC9= zCmqj4$}b*J;xMi-2+hD{=}q<)2+~ew6^NSir%kVlte~)k6~oN$Kz;TAF~qhDZ?0+& zoii@?md0*~xN^l5bfZ&Bd@cr@L{Ee3e*h0pK+|+Q=%4ZHEI7)^6>(f3Pd5JSEmNAQ zms~M>r|Js9r4m>=#4V*BRf+u&24!fDMSkeOWJZ;K`5biNXiwc8`}b_PLJLJQvPRqB z;1YlV{Lej;{tj6G9m44PE8zd-!&f3o`pt^Z6*K9G;nZDkOvUyvP%OVu(tn}vxY$9s z(L02H0D8RE)NE*a6@oJC8G+&k5E3c;UjkbGQ;_Ce#Yoqzt99w;s5u##*7(i{be(QO zdE0m%xlJ_TP#Nd+d@r_V-g^E*;S-(`t>_DAMG(7XcRj1jZuFyb$&EgExHf!hqb^h@ z;w4K%Wqq*AG?|pV*L5l*9ADjR^_Yl%(yJ=#GneXB8H<~_n%(fr4BWDeLjmzabd)r?AOWrhlvsASWHGHenpXNewg3n?y1hV zL^yx{u_sFig!^sJN6<=Qi{@~p@I?WPIDSioC9rDd>DAWABhm#6^_gId5 zVM&wC+n^>K_M&;xnOtCyLIpGe{}{vh-%tT{xLGu}Sl|Wm9cQx%5}F#+J%rIT)5-#v z`_JC&)`40bT}I|!3uCVvi1wNiY{RyTQL7&aDSJq=l%d`WdP46Oyq(P$`~^CLpT6V% zha?JpPn9;Pr6~n1yEr>Bds4z{PcTA4%p>P@JvshBWg3m*XpL)*a%@VZk@*XY)zo-q z;pAjW7$sPyq^q@w7own78G>#P&&cyB-_`YyOs-5Jen;cZ;hN&OYVg@RD_(5`#w)P>)f$k%E19nCw3=|@uveJEa{crRf|1%pZ^i3T@ ze$d|T(Mjm?q5)^ZO+ltT^(0J@YShDrI`C<7k!v>%;1B;a;VLgaHnd3q6XR&q?o5AW zwo5GI-Nh=;oC)8?<&*Euf@;MmO@@#|NGZvL%5X*VT^t!e>dVIs;NhA1k^H$&wBFvb zBxmeu!DT_F!R-Ou?~o2*O`NbWf2MpWexVhd!mkFy>R=X{M%|aQ91Tq;n-JWcUJW*~ z-Gu5+$m9_CRScH0wihxRvbFDE0=4~Fx%$UZd@sIap9}i@Aq!cxpiczRo;FV?%22a+ zHd8zICg(&iU%|J{C-=#;G}>T?YELi^XcYvuWSXNRlb!3lVr1;3aPpM%t6o2q2C`1w zv3b%QMoe29R6#btdiH^*XYStl_n+vn|0^Q-e|-LF53(*LZIk8mec>yb5A11o3YJSe zE6AHhbl^Vz;}%ZoH?%+P;RZoU6@+^LXPA3kiJr0Nt0U5j?uI7fEu97_m(FYkf0!82 z;m5eSc@aaS8cD~bnw_#Y@S+-Pwh%BVGDew+_yi!oFVEoxXiMMQR?I2U(eY9Lk1WVv zo_!LCP8;9Csi`wl+Ng@&OJ;o&(6SIG+;L%*!($|sS$g)vpp?PHa4F_@t&RsbNI$N& zq@B2RvIZmBaOl9|i-t2DGkWSS;nj{I8eO~0!!m5a45FH4hyv<93kN@rBXRCSuNgy$ zmE;!5E6ePa!2Y{*KF7s&I1~PGVI**N zLqcz~u`T`FoQavJ47(^vwcQ|H>uL-6BlmZ2+b<>LV+_cAPGN;wq9fSELf(&c&Cwq- z=q0Z@sk6j@3#6=m&mh)yPraqQ9U(%rTJldsn|q9l*l6X@vL@j?aNc}I@a5kdTLEXv z-^0)WE{~#ISg}s$@0+0yn)bjEK*J`{lIP@MwS_(8&Kb(mVIIyB69I5fwa{+`vxdTa z;ksy{*X+*v=){oUm{~g}Bbk&UYFakfy7o7^Dj~S{NR-1{?Chay^+(bi=@#DVWR)94 zg!lP>nnirb4fK7B7zKzR@B+w`R*eoDxs^(p$e!WdeItz++Dybi+N7r&Bz0}>6`v!i z(A^+io8F2JLU$fPdn?L*A=I ze<(HbKPA&lVF(jk&kUTa;GR1@yQ4Tz+RRg$!lkO*1x}dxv)s&$^@o~wotZm&-x`Lu zbd7}5IXBbMG+*mUzD?FF@5q7<7Nrf)JRik)U*@8S^&MLkW!+Rs?9AaD%RCm#Q@8s; z%HcAy?mCI*p%eFK;4%94ar1kAGC5Cr?e)tT49m!`p+lIM8HM>z&D?D02*gE|ij5Q^ zb3!AFa)>7a4m#>nfhGnR>kyiBOHQCqI1tWS4Z%lu;&%A$jn)9Nflk@9@n@j4r&Z{x zij3x9twN_d-4s5zn^NLB<^UegGe2e-I5`)Cy482uM5fuZnxtSm2R~GgxkM=R31tE5+FiekwNX#rjOecj<8V65DPmVowNR*zHbH ze5y{p+({2pQuJ#1@K`MDc942l^h-%GPp;G*fOCHzez$FH7*nDz8UWfgp=Po@@tVz_ z;CF3S+ub0t0>2 z0>CYPqG10#KiYM5@?x>Vl;SDQs?<2XTpptnO2Dw)%vu@KD z7cSH+N%?Mmr2U$I2ux(?Puor9pYID8mwlSSUv?pxFM8BP%942*m(*?0lxjr4oPt3( z?SVK)N7JOP+?9SCyH73hk){il^D>{ttaSTY&-sAKj~wPvYe9CQ86AUP*V9a)6FmC6 zL;YJ(OS_s_-nj)B@ZkVh!VkqKS~h~FqWg5^QF8=Dw!&DV z%1zT*0FZZJyfrIoz-BhwhO}p6uBNGirnV(n5`YJ6coD>y5&>hG)|8oKIt{h3cS6?X z;t1VNFWuuzXLtKn{ElyHU~a{a>`4zW080A4PybKAj3-NUMcwn)O-aVTAbKc=V6hJ) z^~%qeP!lE*>j#}prq>Kox9A^ETEaV9R+x6?wz|2T=GJ=%#)O>Goo=Z~MBaAyDff)o z&MUCG<{nKmMDcpIi6S57)w4jA(^;q!a;1GcH7hBMGFd}&f!m<12>eR4mMP0USQYHh z|0ZWDvYqm-s&r{|N1}*!ljc=%uDqOrCs~($eXhyN%5aJwwCxk0d7B$&Q@m5ijvpMb5w8zUVcaNTFR& z_@GV7mi@qu=ftL!2h1iI0*RKQ?~tD4%k~q96%04fqmwEs53bn}M<1xaz)>WCPyT3K zyIO;BC4DSLr5(|#z&Yve%`?w$IiBws{`1Gr+Cj*Ho!BNwbzkYN$a zt+DQtT*rSQsJA^7t&BatIG=ra5H$)Pup@n3RnSqTuKt39JcQYfh&grX4yn~&NMhnY zLGkE^q69gnD#*?Qu(}ub{Oo?O*jD%7XT-m(Vs)Ee{3K)11xOsFu+gYh<2acG+ulUa z_xboSO!n3>ApauXQ}j7v>fi>;XMapD%)k>0E6>mxPW*S``mY9 z!|oEc(x?_-$+BWOIhD#QqCpT#$@Vv3-yaVj#dFF*HrJGDwz?I{s+prA*XZR)P!8o3 zf2tyN@#3Q0tePv8RWm7DtoE&3`%MWdfS1OFJ)zxGbFhYg8dXeIE(?-vGX(3_DHSAd zPrQSI3w0Ris9q9G1NRV}?`qJ*Dud;dfrMi63CpRE!6@J8;`DydxV|RE12N}pSjaxv zLIz??AF?*{l_*z3&<89LGuxgQurib9UG4yu*uC|Cidd^f@ao_o%jA1&wm01cHRcRQ z1{!OAXtx8^R^BCWSNwy*n(HrqzxsiHwe28Ub^TGUU419>mFUXQB4kRFzYHKuPTvux z%Iq7@7TaoIqlT`u0ZHNY1JB-{EY1S8*&B|K?=^|Fd0-@iQq z`cwugC8Jnrrww0EQ9)idEUQY0fr=tOny0fTKX}_UB_};#!A?Ee9w9dvBY#LOeFG{G zEuv!hGG9emg{M>1Jl=>gUo|aZNl*lbT% zG-|Z>M4+16k?h%*7KFvk_K6ir6H1Jq=gMNq{0HXkTm^sX21@GLvoh2so%x;$tMBcL z4d42&|K3nlH=q#QFF)`U6o=}1K=*~DEz0JSccayiWgb9$yoanF%;c|y{~AGEdqC}> z?GGl881?Ty$G3N6Z-r;J@N@5@^BpiDg4gu zm>eu!J3lS^X13_5=i>#>(r)%WI$!H5sB=oR>5rttf@Z;YF#j^CL8oOZ^_1#n*iXX#_CEe+_x6AC zcU*Pl7jz`;N3XMa3g4J&om)96z{}Eu_3$h+{aq=ETC87FZb3RF&DuJ>ylI2hXE`Nx zI?DWr+MPtvb4VR;a@u*`^l+x#n`;1Z06GUwT0EZl|_B@npR~04YQOL86DD zAky$C%hK6INLF;sKe^iTzT;W|>dAY?v87F%_X7mY1{kkO>VEfbzUQp%)Z|5kd@JeY zVH7DAa&pyn#7YUP{VIU_7=KJ`w38I=AJ;Dt)0H@Y^eC~V(#5`N?W%1Y=JUcC`9fOk z%gW$!7?b(a(c@Ctoc8@!TbN_RhY2A0OM-TJsc`4okkHz4Hv|p$>Zlm|!f(Sxc)~R? zivI+5_0fFdnYD(^7U8Ni;9kRtG`;NC8zjQfBbJoUMc^(kC_n4j(9$UyOF#_{gy~Hkkr< z9yV$kBPo*q6&<+1m%=1exXw4R)P?DJYWbNv9ac=uC{_v>W6( z!UPj+_7H5gxkd<%Bdn^n!a~$E3rHf=UsG$A1APQs{hw9EG4xrMgs+D!ALABSs5|8n z;s1O~iiGINCM>h{&jRYN|2^c0^S5z+05~3>`}a7gKO48_nn>6i#T4PVW*+bI3QcTa2 z>wC*Qr`Ioa)7W#}%v9ifti=Xc(2p>6+cfQ7Y35ixzuVV)m6#r*CFa$F*PU;MSx|cg z#79nlgboZ)!-CtZGY7QYzT5&bi<{O!X0fu7oZDrV^R)W(ZMA}h*YxWf>si}(;Hf=W zT+TDGY`2)yUZx%HIUzlQQba&cUu11zk-ObZD?7?lQm>Ee(g%o6;_?v_psKU3*kQf< zrTb2=zF0{49uIb8lDWP3Jd=}xb%1Y!T5NS@RCsIB*@8EE)GkjO>gq-d#JLRSxbflZ zSy#Riu{GA*pKG!&>FN}8_64-lEyFXO!gXsXFdPk;MKCwxCwtbddR^zRBC0V0qf}O| zNM0F?`|%x=>B#)R9>Mzw5WJNwD3j7KERRxc+L+3x8vgFXXXv45wcSjwPDS`6TO!4kUvR{*5YJ;{{3#o3wwIV?|i%S z964C~=$~tESJ3O;)oC*P!p_UnnYd*Hp0<3CP_ryR*qGfBm@Mx%D$cxpB*}kDxU@g@ zACx-UYtIrbHZ;NmS(fgr(h$v)MhD*12@BKLw{d8X*>e93#Bj{l{{n^+{gni>+DyE@ zWSW@{l88phXW{BknftyHnbk;4Hk{shJ$COT7_-o&*oHjMkMol_#CUE=aJ}c{pbOiq z1!>rG51SH~W+|YPo&z!;A_{f3t}NqkUeeOc#t)>174~N=WsZd#xs3KF?kgNoR@Uo- z3$@EEdt9sv;9_wK&dLgs7wyz7>OPUnT5~AL$|JjId^nDsk_%F>R^U4~=$_WEMDd!B zSh4nCH8rSbd6By9%GZzK{6S)3s$o0zKtiIpf`XUwNjr;_i>&8`QVlyaX%lX`tS7px zCsigMdU39lwTUKWo-yB=5hK7kniDC2gq}k>L5VJM@XEz1>-E`X|G!J98VFr#i44g6vriVfQq)1rER^3iL-cbh}*5>-MuwD>cO) z$N-weB3~2VLS_e{Y8mAm0RH@7+9`cU{CTyz96o(+#SG2DlV6MWyGNMyzcy5bKe#3> zyuJ}nX7JBOce0OdCJtB7T6`rUcccSqc}VXo_BNMSaXmTJ71!9At_oALFnuU%|1+$H zNTQg*hHzu$yR28w(RRBp4aauiE0HtsrKRlf-W+=4!#vF1ePZO;vq0VAJ5(e#1{+W( zg3)$2@raD-j>lx&Jm@O!!7`ym^^+04$k5Bhs&jU(+~b-nLvoXK%c+CnfhheI)t#Ya z<3@Y2r-+ANi9~q#O-xM9yc6k46Ko3Q@SVHYgE?aXi9L)tDKTJ(^=tdSy@gQu~N|S()O|qK8VkSd8!5)a>ROjB!1Zm0>=9JSv2( zAMQptE!y%Ubm8rzf>jh^R`2FFzb-&Z)2?J>SohbU6q*b|8(ZSJNS;s1Jl_pa8U+hY9q-PgO#I>r1JGWI;}Q} zK4AjN7-1mM6$dKT@@JbGWt30N*k_w`)e3o04mxnT&{)CH+)3i+HO!1*iBJkzMa5Z5 zPLXd4QT0x1{dTO(=us`(#{j ziA;l?IQBBqnDe`iqf|F6RIO|v0IAzwz7&x;&1*qW3Qg ze3=bvoVH5h)&9suMAN1@nj)PJzXpu(dk5JsM%~XjC#9G4`H80xCEGdZvD!e?{;$AzyeOr zBFO;iav<;!!f8ja`#)f~`*XMXvFqr=_9Kk23|QFaehRtG zo4_f&gs22Fo`L(CBp|HuSRs@df+jOLfqRR55Ye5*v`vw}hoSs}KKVPkcUw5tRt??^ z?ec-%>!(%9^t1hzDzJZnhoafP5|ttJ0;Uip2))`zOruDZ&fLkKg=g03SnJce z!Z#JEnfS75JmFz|0Wp@Er0oevKPn2C+q+1A{BQip!^|;~pERf1hPGXxtED}Ax64k5 zxu2ftL%w-DIqf2@Y?SF)q|jn>>gNGD&9f%2npYGLjs_iJIdqPp%r(~bNr3Rcrq!^X z=?S>@QlRe}9d~1xVfuYkT;2yBZ?RAf2keVdr>-6^r&o6O4QYmarY}DuD$(3nNQ?X^y=eh~ zannpEt~#2V-hU06F+iq?9f} z+M5OHD1P&}mlkb1YfPk!WhP0)AFrNUu^27|t)ix6m)6}IEpNBP)-T3HNpLXHBzfKED|`d0Cc&RGZGv2*XRUmVq&JNYi|jlEG4o zvfYLFtJ{=mT!B1WN?|`Jc@Cz=kYLxO5B*euJDQ^&vT*dvJK+PW_|#@!7Hq%G9oueP z(TrS>Jws?><19b`xd$l`Fn{K*i_&fCxBCxLlZ;bdcTA>gqVvxbJ*})PEvpB!=e2xB8BsTd_Us%(5Etar=^1n5)_)j5Lq0$9#+4iK^sNE(> zy-cm%yt8m~xii7C$0L>gBt~J{RY@r0m{zNKThrizwaxR-W(jK25d$$9hg>x-JKWH1 zD}I_-KYM;kKAl|F#N5|NSx&(^zv?nYW1O}!F2-{NsKd@tH~>JF$ZjoF?bb_?c0eVE zd5(3_Ok0!&rl&fk!Vk`~o=;VwC9;swd0RQYJ!xjT+H52UVHK%Oi?OsVc^&U#_JpBZ*8%P!N*# zlst9#jHAf`8VW#2n_JhOKA%wf^RxXTeaE-!frlk&e|93G_To2m-4f4#iurm_Mn=Gs z+eE3bOEG&|HATe%V#COS)H`_IAfT4C{aB`Q?zIgyJ*& z6TKqp6*YLnZh-E+V#BzI6D}LRh%rNe;XFos`Jj5E@Im^a z!}VyFr8o(1+LjPJ{43Er%L%3Q}}Gl|=Ekp#nt-CG(=uj2X* z>Ps4gI%e-YdO<+BxxqA!(&w5nO6V>@wdZCbV@v=m(GA}^Iw6)%7$K;)_eN{qASG!q z7}p+ILtcB&CG#q?JX^eOjo*H*JMLSY1pgQ=VG_>UldODW(h6z|u?9foPcyq8FL~Bw zU~iChrN#_YtOJ40JLz!#2b31uW!wY< zATPtOfv$@3AkcySLx4H`FJ~O}nZn;vGL_!;fRTc|&`+4r-a{4v92g#LI{Ojlamnh*M`e?F(NcT4`I+L;dfi~F0yT?8`Vk-?(DTIc8pxDWp=dc40d z%2sdy%?EG2yF1kv&|CdIudDtqaOO-TWWk`@xWr&SuG>Da1E7-|;N{uLfQIBzP6ajm zeCAgo1G%q62}X&4Lkt{%5z50ss&w^jP+u~YWaHhr3BJfun3BPYkbwbon=$6!5y$#a zn-RIrbx1h)7kSz=ErO)BNV$T^5%MhB(339^R5#~M=#*+_hq4I=0aI67ibPp`wjb? zfX2ejWKTPr*QrIThw!a280_2_Fj^LSCv<Lhd3X*p60gv4jD2daqBd|(aZ*N z_|Utt)z0n zRvU;9iZ`B4u_#Rh~P%KL3rTsKs3k% zPk%nBn#*Tq+@^Lfa%gexU8{R)Gg5k`kgn5jEj?30Q=pJD+9fIE)5o&H9m>AGg`qqq z0iNi`2$ZtvmJ(%QmbPv~M&nXn{j}3?*b&lkN}u<0Vzjsy6G&4>^{87)Oi=;0ftG&R zubkGZy!f`o6(A&3M!J?%;jw;c6q;@qr?Ef zlpuEyLzPNl>y&LlBdUS905#eZ?pd#+vQL59+;llv3OhSzXxsjFrY*k032ocuvBOX* zo>nao&J41Hj7DC6jC7JpODSYSo_zf}p3FR%!Sbmng%Oy9<%_1}m7J0Bnvy?A;!II) zP<8|tC-e4g3-@3^wCdDT`dD`POEgKzm8(f&jw7!RQbaH&_yvNZ2FW86G|gVSMnQyg zPo-{Ri<;YRm%cq;mJZzREVxdN%}cY?VIkTcmPEIQ*V5B0P6%AFaCTEQPk%cv>WpC* z7D_SPRt@)|&?KGPNVF-tB88%1#88=>d{xOz5mlB>y<0OQqpjIIhTNQ!n{ZRR{-hJB z*Dwtc(O{?(Yq9kBN@VF}w;kA=l+@b6RM8tsj||9?v=Xb;7P{xyd@VykE*Hv`6DA(G zi|G62VH5avZwf989JaHaxPrn{`jRX!WuNDA@m@PgL>jDcD=BO3GMha*A^ulT2GdWg zylla+bx~_1Rmo7#l|k~ng}%Tj58j|SS+9NeeW~e{{LODJy}h-J{q!;673pIUWcoUY zAYF?i;3H@KIUi+A@}-KF(&4m+dgt58^JWL)qC9M$#L42&#xj_qKvnNCPj%%|)|ZbZ zRQ1H~YV-J^&R8m7(!lZT8~;Bl+Oj2dV;V4f&$3N*}l$2gV>GRYLWj@k`%u3j&5Ahz^@wa7<@wzeU%A zu`0_aaUb6FR}3=6Xx@mZk>`4)x(8bgX>A_oA9%qtG ztG;%x_p;8Qiy)8O_@uE9*7Y-PVV4!LIt~nF5!+pj4rA>LN( z)ADAU)g#>ng~E&)WHAExX+9&|2Fen6oU_v9a+5D^UE&SEzOTdQbjTp&b*gV#0V1ed zYLtoR1Kx|~D^bc2-X9$MN2Kt=KyhL~z}T+O9-r|9%r$43vg$DzajFSDF)*D`V5L6; z3>e*P^6n3TTgcXvT;5INc8ja|Ir^JEU<2FQ%+~kyy(ER2;iBHR05b*m{A4`!2LsVX=ui$ zwsX`Sx!y7Fr0uw|?)@!W%u__OmiLnPQ-Ah`2_-htr+-SF8 z&N%%}^?nW%w&NK0BesUgdaoVd3yet{cSlY@k(?EMz-(c19;DjP zXgQIY^yfe|2(4hBjB7ybY*&E12k-D*f(|IdyFkA$Z1PDs+|GZ#_=g(bcu$Q_GPM9| zy8Rz_K>t>_8aR#|z8^=NVNM^O(yN+}g=wYCHcuaUwDT|-JMd*s^3JQG?#8r53bq*49a?1#LN_8RbCAoPD?ug-tBG&;{DfYzt_ev%c&WH*|C`~6*oJ|!GrRLX$q>@P$FOxYbBEuEhEW#*nznl0aE35>W%uu6#eYbaI#0KN~o`pKr;kP*s1&+VVCN@ZvB@$kGDnRth(9olB?uR7~v?Ib^@oE>8YT8g~Bq zGrCYW4zETz#@0Pb*D5$$XMI&sxFtSIG%6jPM9w>Jc$JK3bTPwoGA>`|47Zb5pzS`w z#^&KK1tSmNj^-++R60lGJ?n|0#Yzx*$N(psQ7$cc&eA@A$L>(8@b1AQZZhdt9^-3! z);KG)m3tox9*_Le9B#^I1F6F=^lZ%cyUsPc;yTjaz$36^Iy5D}{AfygKMxnb8Z>#u z);rVsnRbegYbI(a-#tNLM__L2I@W$_75xY*xD<6Ka#I1hQU~dZ9PDz`>9dm6yc=bC z<*I3dJsd8pZlmNvWP67>{7VvOR>C+X`#Bw#9Hq)Kw= z^>iY?wMy47;n{v2E$UYsQkS_ygQ&|Z%{O4x=h?P#4%6(_)oWKC*agGiMEn}C{pPj! z1Ei{M3M-o!k`Ujq4}9%sHl^f4JvXeGpqEy5$X=#N#FF`rrS+{)W#~QgKc5E5zk~>Z z1X!V^z};7nXL0Lai9qKKC2|!9Fb2Ke25<}j`w_4VhzF_2qlE7P%?DkBdg#e*QN2-$ z)}6iiawM&tj%=!mpUOiQ?rM+mtxYL`|Ft5CPkeov4l4SG=OGSVWA@~P*WL{5DPzcM z=5NU;^1E0f9WP!@PDUiqW?VXR4)DMG)&BE-ksN7s^4Pt_&< zfu3+;2EU+H14Uo{sBoHCH(_H+8+$o3Le@g`tmWLjt!(^4JH`$!5@d-DO^T^T$9;_Z zVRXh7Uia-QvTwF$T!Cj685|^djpEC}GY*miKrmnDYBw}kz#psr=< zN*ux%?Bd@Bb_+M#_5}s$#c4fhnq{FC-1P(`6EJ+bo!$B1Bf~pDd}65Ln=NI>Lf%D* z7-ap5I%G#zLM>VOPvlBz4juEB^=Qf-DMlOuPs7F%HrCOPSag$S zZTuts)NA1dIRIC3FT~pcLOW#Hn6NOT=O4_TQ%DV_W94=;bCqrT$CCL4h$cCT)UlyB7D|cLgU8frMN_D;Lxc5%ycKSro!nVp*JHl-> z<#Scaix;>U^}9hmwQPmSN=4f^yBG59*Az~tYP-Y8KE6p_p~EFthc(LL)5GX$`|TA5 z2lG2Mqk~LDJ2DOr1h}NmgNbQN71z_s>Lw9g?@t7XbHtg4?+nFfsP(aS%H5cwJfI?a zo@Fx9V{}Gkq)lc>*#IRF!Ti>`EFE~Srb9o4vxt|ku{vx^gcv&~e-vA^2`ap|a5tKV z!C#+H*#VjC1JjFwo84kLcV5_9e7XO2Ik-fan(#SQy-abCOYer}UA-Li)oV(IZe6nZ zTVZXNb#CsvM4Z*IU)PJX+C^m`_Nf!N2Vee67V!7_>RMMJK(s?g*dIBnkThsy9%IL4bvxoWu*TX zzy9}b7C!-$9|Xo1;XOq{TUXg?si$@*p#0#%M;J}t;aPh8%cjtN#&o55xi)^ zf#E-s{EyLp+WbGqIXEO`HyC7uda;DRcrNk>Jldc2rT}Hv2&H@}8+~uSUiJ3fHWuIK zmtKu4iafy7_h`wa$s73wXQooVtp-iPB-Eg#Z?MVJzZA8o@R{`)qBc6%_FlGW;E4W#$eU#uh0%;2Yvx6kv-C7N9!_WwUg3uhdvSZ!L8D{TiiHja=+kqQ>P& zo;;daK%}L%U^raUXXzta+^HR6XtTgm-Fbo2TZ+&XpLmy4vyL;SwY2n$$1d z5F$O@6=VG1a3J23#TyO)+&q)O)LfG0R)2YmzH5k^|6SuudRqb!2`*lylguX=Q6zyO zn$piQ%6f?5l#85{vuWfJw2JS_7wscy&(J~CBtho6mox9UudHTsrmFTP=d!T7XJ{H( zmFeWAa8x;YBt)Vs$bd1atikDL0bv|T6q+&%$FOWigZ#W`ssqsV@v zIQbCFFW zY0fn>(1xkH9=yWA@iE!d{33g=!e#au=>wnK(>}SUuc{QyYS_H<$PYzrwBUmCdAanW z@9$coEt@76J@_?B(s$X%)0cScwfkzy?r9`LO>&Z{itwX@1*`7b$GD^dZoLdSZxc!` zxiF{6&j)#chX*H7B$_(juo6v72dW!qT)J3O^5D6riX{vp6J}SsDnqe=u|?2OTq1s z^X;DauY;b}COo*x0+>z@VC%>HV~7YN-6^o(haH65eG5Bgpn}DfT|#rJN4i(2xkP03 zv!|32{4(*$vGS&6Q`Pv%rAQ|s-QUV1+a^O2b+#n^^T_e$+PxsR9`gaESq|LU08|nLE=WYR66HLIF~ME9`nIX{$OCgxS8EuA4Vee0pw`YwN@`r}Bg6Z=~<1 zRi=K6nBqS+*k3q*Uu#Fjm7jNR3E>DQ7e{xA(XxgK;rB|!F!i19{{##=#Cz;aEhct ziR9gHyO2EaLFfJ;^?WmrdPV*l!ff12fHd(3ZW#k_e?nNeUcSZcI|{Mxt}EVB6xO{1 zH3IlIK0KZ3fjsUfOf2G-yB7(VH=636sum1qw7b9GL+FVVTpso{;W(>ysV zF49>_ju9X)^1xg+W=qe~@D}wsRZF}&r|i=3#bTpk=GhKLyW~8@h#%X6|K@9JC-9YMnreyQ$ZD%}g7ji@Ei4i#B`FXikj-VF zlY2=8-**0d(P%Wu6evnQ2)q0YG}S2Z1{TV2#NHqu{B|*`_5*9Kdk&n+!4vNC=4+X7 zAsp^j=(}^btFKowdj+_s4=o1ufZY}VqkD$CPu#&B@;$|@%eCi@7tB;K|J5^R3Quzt z^#fdKcVmnAwzI*Codc6)V->aP$YIOI86AN7NCRl(pL$^t|Nlul*9-wL@!zn+e^=qn z>4_s6hxh1f_$H!S1RJoOjCzuD691NG<+Jns*GBUU52t#|*eYGu)+>sRadTv@DWn)(OBtlwUx$uhv1qlF}#m$%P7)?n9HoDB4bi= zQfu6eIbIFksMJh6U!S9L_5CT&!(&cpF8=hvNY}Gp{)61Se>i6UdhGt&ud@OvW_*XU zk6F4lq#<&zw{tT34N!QnJlSkLR7N>cernT#JYZLx%6Hc!ZCcRvRnqac1JMb6Z`iCW zTWwq7YpK_8n!18|kNd|m8=r5j{qhu5}zYc^~LAB*2WF2zwi;wV@Q_nCimb68wXH6Q2j zsi{G>`(Sx%X2UZEkw4tYZwR9ofIyG&(x%zj0(Is2`$;S6u16@Ym5Ud0#FL?sTY1BU zUgh*~Mlwvv(&e=zk)+((6k*5n$4=6bjQ4Z(KVtqocdT+<6&hbvcd+A#W`y69fUAdD zfd48KJT3oGU9H+_1DJE10e54AH+I&EZCh2Q@ZQCCm`OcnY>YepjdlB$hdw=8(CjS) zhrZLH*my=k@At=%@}^2>Mc!`qfJ@X0Fogg^5Q;o@PB*MroeUD7Qf+L~jZRHn;r7n# z*%|Ke36u3vCsC%wM8)zQ_it2$JD?&y?!v=^mRB4ECtx|vh{nqAiK+MZp_Rs?1Wxkr z9;}I-_dSNJb6jHenVg&^LH9{Joz9Ycw((q)U$D^h9LUG`Q-B19T%OtxK%KnI^p!}z zApS*NVZfzHql3*NpVeULG_0oT)UucR(@{XLwHKrMl=Ioov0VN2zPVR{hwxE3E5<^V zO)$Xp1BwGs{ieGJG9JI3ozB}9Dz?+AFV=lui**00WD3FT`cI97;mohe^#NQnpKr@f z#r8>*2^dHQRWR0e$Bf1D;tn=eM?76%ev-d8U-)$!E~r%H&}1^%ry5F)&ZsXYd!=~? zfvLVYDsJt>CPJjIlUuBG>P$m3PqVwXUEZ|Lo4ezP(ILF$sxj+fw*lp`&KK#b{kTT; z84c#0)ETYIXWZw>0aNMz-BxYT=@NbUZbvOE>KDZg0x4r$iW)mO%)T1r=-6keBEq1`nFKk~`K~ zUg5fD2ZF`>2wpUJ_pj+!Q_CuZLy?^d!=rp3CaF={r<1D=O%`Ts9*XAb`l{RE&BXE;dU_12MJEd;p1YKEr zE@ZxiqTTt-CnVA=VooYzPP->!;Ov=sq_&a39b3hLxjStZf%^H=M)Z;HH#rVcs2+dK zV)R1SnMt~Hh_`PoX(+aHw%XP_sfi~3wm2n7XCp*>yTFiq$W%B1d~{s4Qjb#3xSOkc zlcvP*c4t`3p*NwBk_9}t#&Q6G-3B*UAn>E2QHfa>Vb(s|UsCbV-Ll$L%DqI*fIE|T zBU1{2F;+Ptt}xYnO`9w^#b!PIlruYjRBM~4udGN%fm>T4{Y1)_%)Q;^X!b_mj6%lp zz+6PP>4PfA6nr5ef`I8vukWL8&f+fK1C^bA%+zNNa(3><<$6pC5A7Pv@4$rdfGAW1 z6xALotc~$^b?Ckno60ILE}LubSz?NE2Khr zbE=M$sj7X#-vV6xrTL)+grx4|dN!U1JQEe$U8M<1>rsO4rMBm(o8A5odtV(FRkyZ{ zi3*AeD2)n8iAXmiA}tKvp>zmHH=`mTT>=u)ogxek14?(Nba(g6_$_=w^n0H3p7Yl4 z{PF&wFvH$6d+oi}z3#Z~>$=oduIfHmNtC1~+Zf5F{RRC9XvYH4?KCFEdm_juzf)MM zUw35b@&_10Jf&cOB>CBo`OlhzC2=OVaA_Po!c3jup>yeOh^sCydU|X)yL5Gh< z<&4>*OsLV*j9e6{*`8gM|b_GAYCX?l+8V^*xXW zT!=;UDYO%;8qkQtE?O3tV66asND%pvr6YZ+p@=LVkGNBa9 zE+T&v`GI%do%_9TEvwuFX+3!JQDJNlDN_J)Z#@bTWF>Q)(0m;}fP>h{FbC$NoAFp1 zFIzDWZzeQIp zVDLoCJaO`743lu zXK;Kwn!)Wjz6*~Eh`zR^kfpNM4$)yb#qvKYV;?u*YE`Z^C#0oMjFGXh)kCqMRng>q z1@zbH$MOvJoWKy^zQCpKmxYG4 zetd;jt~(~`sa{ij?ivrC0Ty~~hfOxi;|R89F*7w&uLWC@*oA_jh|j+X_I@&*eo;zF zW}qkq3>H=i3(SPewmQETpW}Mo`vKkCD5t_6@W?+}sT8KgAYmq)y9<7Q?70*B0ccK1(n(wL%4Ku0Oc6$_G2rriVnH(^U)I zZS(Na7tYkeoSku=GxN z{r>=&dNTH~Jq8cFsI2tazWh(*oPVwV9|tSs0O5K*_5|>?!fIj;>1B)983hYeoHCc< z7nDGbGcQ=U_xsUhpm4YFIJD7c|7Ir70~qnP2*~&<#W>#n#c2L&ME}dL)v4Y(H@veu$jv@ghfc2Em`mX2<(3&dreVr&- zBo`npfrrI%A^zAp)zFj70v+N5!Le}Gto^{tp68TFe>(UHGJUnt#B zsQi#-xF=?mv%uo8Yl#>!6QCROb{k7AiM!%f`-zetyPxviE24$1u=doj-a6zpIJ5Ju zJnt9IB}3qQXP6&A`abPMLA_nsyV^Z-xBWOC=f`3>IEUYPG=D`@2wSv0eyRIT#VKnO zKg?=D(e?g!;p}0R3K7Le$yMWso=w++Q^BzpoiBt5ci5Zt#1nj#xCy!ew#s&L1SevL zcxg8TYhq6MFRJ<79lhpYNM%|_a$sPHq$1o?-^BZ5}*w}luc0JOV@0^+Pd!F-C?yn9j^dJgy163S~Tt$6a zTAqtEaT1)x`COs-|Im&H{VM=3EtHAjnwayD0qn7dy%uC`&iZ@j1y1fp4I*NBoS$gP%iw4ztnQnqFy~{ znA77BeO`W==nJ561f3SZrAgN6giYgOBC&wr z99yP)dU{0qs2SB^^^XJ06>+>EGyP~x6iqzxF}~~hlV{kBP(0e?PVi6m$H-7+{IlTe z_k%S`TzrRUi^$d;>0<%K9^6b8W9m0K<2}b_qUOcM6~p78A@vpik-&kF${!^GbA_>i z)`2J|QF?cvQ9%U$dr0WGEGwz)gJ-r(iFt|Hk%*Nh$)mOp0J9sU2%c`^rwbXiuUcMf zT(csnA2fp$BHQzu^H+F^o^#f%mgK~E(?lOEU-e`FWxn4igSh-u`z9r&4E#rx8q$C`?^=|yY`z<56%o$5Ziw7)wPOj173%sD|`fmA`Se*=n}?F{26WI zVzP=0R=Ax)__L&QOuK4;z?Efr6A-wr3}0a?%P~n!@b0pj%LDhZ1$wm_fVuQH6C9Yz zc<`dFGfN+v-w3}X>g&s)rwo+RdlzYJh+n^?QI!(-v&ZEaV-f4kigUxbG}>xj^8vaJ zuKb7(vFmKL>YT?|;x8<4hHP}F8k)H8Bewr#{MjT9F3dFI@?5ZMU7&-q=j>5x^t20; zX7{f#(QoWow@sQAw6m=)JbfWx5d?Z-ewUe_&iw)8u*qUJ-s2jvjj3yYOYLo*f81Fx z@*(RAw;}@re&>bFy1MJmZQ~g&)$-SC#xc0qP6(KTxczs|DkUS8-i+~OKiY0tk(+kQ2AA8cfybgPzdPuXB!Gwtz1IjTvP$jF3}Zy3^Jo?AI- ztNsqpn@YYTqh(|?cvCr;EZH^Of)2Wi823Eq6hc54)>Yzu{eJK0|l-@3HKze;i0JbdM)rP9M;&gV7J?M;5%5g!bd)IFfqMMl9@Jw-Q z>Hs=QS^=oSh0t)wD1M@P?~JW~#wf9k*+1*?7)A#`Av5h9hijiF>N&xSZS3lf{hWj%Mx`m0}q^E&Bh z@2*+`r^}Y44!<7h+>Aaz+mK2?kj@g{e{+;^q-YNAjV|(q%rv8ckN&BjQA5NR_U8*t zed_(J?e($G0vciU=p|Q$x_%c82fLvI*VOYyyZo?tC~#?Q5OfPjuFZw6^Wz7pxgCmB zX7h-RS>VTZfaj*6oP3lYej1e2O>`Z-^Rxj3w1@%);twYIj5^?*+@{w$T#ju~3a3is zORJC>0qbR&EbwH7S&`bCwbewSTgUBDKP)dN?CF}tu3oI=vsaSYRgJgihDQtM<8Utg zOSBKb3H&Ril!rJuXKFxE%6!BE)eh=2F!f{f9-q~3_f*JsoHPRh-Q;45{i2z|j}xCI zu}@_(c&TREqCsw+-Zd^{Epj)#tz~0LPR`HYX?Y9e+X;c*i>d|1TWS2KkNkTry?c9} z*RkR`hT0y_5A~TQ$k6P8+FFsh$9m`4O|zLk_^Sik56okurd7Tpv{_6X$(!Oc;jQHM%i*O; zdZwu}e0+4|4Bs${$3is|JS86}5Ya5ZU{*lTnQDfh)LbshWX+MuiAuZ=8+i31DcT0D z5dU2dz10WxG!s9Wc92lPlchxO?X#Bx{I4VO5T!7>=j2P_8)yaFBJVjRu9^EHy0SsU z%@A5-Mr9v*0huYTwWFUYFQ1y8%+4G}Q3rd@OLXRqpdIv9TW|H7jwbT0*pDSEByR#tu9JX3CqZsx< z&~KzBwJA%)6wlN4T7cB+)J;7=Rs-g}b7T?lw40${4ts~#J90ElMekvTpTRtkS{~mR z_)Yk|*MWa;;z?rIVOVN&d@^Rs8-Irt+3`ank1r@eSOw~wYK}^oSYlyJ-jm02{vIFT z$72m+EOjk7Y;2aZAwA8GMR4||%Vi#b@342ZQH53-!Fj`boOe4)xd=%DjMd2ng%F4C zNZ1E46%GR(y^NA!Wmp4uKe`x%`P!K$wg>HUFSB-Wp6?VFe-{%SzwgjrgE+u4jNSPR z(2S2>7hgCL!Sus67=aWFHR=WMJUZfXPXFK@fGhXWKq&4Mi=qiG5BRAVq*=1Qg??P7 zb+`tWee!jsyNu(SS%wkzp-0 zs@CKhrK|k55?G#!)z#G`WCFRo+hS>d!D0!jX!#!4+NERvt8VD(3Kl?Z-n^G`U zMd3vU1v?;(jcG@QK7XnJ4q*~ARusKcYo)W(?i@K2L3>v$Hq-FuyvJoSj@YwF2_HtX z=;^=G{c=p$;sgW3sKXh2bzMeHDLQ&mVdCRnQ6*xg4^?*U2smp}I5Vy>GAo8ar^sE~ z%Qj(~uoYL36f}uvmJp}4(TTUg`%G6?um8|N?06TGMl2z$TKK652)>H|!S^j(Aoz|e z*R#g3L#XX-npRvjg!61g1OM3~5nJuZc1YdEx#v%rxW-Q{sLH-`$YrLZZZ?eMj_y)h z=xW9_wW+(p@>S8+FHJ*Zl-H`c;<4_lf-9DM=ZqF_tl8;MUJJz@s5XnfYV04H4Arsj zYT5{;QJSIV6DfjUeX(nH^yXbjZy_5fzt!~o`jqKn(s{#%tUuKZYgoAX?w!t2&=4M6 zUDkcg93Mr%(Ea+dJVQ&)lia3dOFNFDn^DdO9LsHE@30LPw$nt!dw)U=B$JVr0aFqgu0zb1nCSZ8NfaZ0G{$T^DTGE+w7vHz@|2-ycBGw^E_QCrszm zWT8l|=ST=}6l!eF;mLC-T{JS=Y9Pp%y6w0LH1FqMmEp=L+_NDt2Yf5)&+F_?jq#&< z%{(G)wI$iCe?4ACdGW#6L5ytipzrFLN*7f6W|>x;75zXFXaVp&epdf183HYUSW@~? zREKGc@eBvUh|G7{fp^0X65vNLKdpq^7>&m10Bz5c?~)G;!H^(pI<>={0r z3BX4kJUU~e8L-cSAo0x$GBuSV`@Olwy}gaDtvt+P+s!;C4%FVHpM;Y;i*R3`7g$n8 z40C%Tk+3NrG=AD)YsFVnQzCJ)r#iA#PjRc-*(A`{fY`tSCTbh@8SWmw0mJ1QL7pZ5 zaZYk-HCd)v_h@buU18PWaNVhTf*m%w6K7=&e@*cuEG)rZt#3JhUl@mUV?oM{!F3IG zTO~N8Sqgg+Xgj7wnu%!F0`*rEoA^`Cj#q3Lo z%xuebspo)(4%M^Fd#D{GZalLUXaLhp^dNO=~^S(AqtJZcMFqq zJ3Zrq@=b_%EL(IDtADkGSY(e6fO+AC>b?Q^g(BhJIbWrSbqPNGIWTxQ`oRo2P#uXF z#82_!2na9A7MY<2@5X2A~wrNTJKnq=R%i&&5aUL|4Ps8S7;<_+4F5*Tfx%Fj zd;w>)&A=?LoH;Hk#Bz@KD0bK6!x0JjR{IWH_kP^-qq|OP-#a0`(y42Y3{f>nJZ^BU z$3$+SBtZt)z~=~&p2PDZr)))RzPEy42$_PP>|_O2;P<~|o8D(t)5p-6gES~|425)N z8i)mo8P^!B1+{m`)>v5@E8!4sbPdKN z*@^sCc)2ZPpbm78!!MupqSdPtf8{UiV$8TNY6>XmKvyU*K}4OhQN4FaCQBoG6m1Ig z0Ws!B;b4#F;~xpe4f+a<^=^_9ilu%$-jj}@3jaF#>x;d+K>vN%cj>3uV%Sw!gXI+Z z%r}fU@8xRPwL_9(#4E=LCy``@ciM7_i{*J?fkECoaXY+&*{ruS%z0l6pDI4Pn~9cl z^lp8pZ9u+4w2-Rb#@#P=<>)bD6m{;Iy7=s@R@8pGx#K_H=2qQE6 zC*%|!DRz|JPcql<#2Ls2#hh3)uW|d}E%e-?QIxxCnmebhP*1v?q}J%ezQA+T2Ig|o z4%YyO-A-oq9<(bC-~>ZCw*@YJD$Md+-e9WM#K8=aLbrh$ON`e32Dsyaw3z(wKt$$p znM#UOmbNE-SM3)2jV9(h)#NMW8!4zT@>SQAELJz8@gAr83hGNH2_yyzs{;co2})QslNdE>-}pzFJSJ9uA+vGJ#tB#-VvzM>>~+Oz~kqANW<#ML_b zWZqL&6__h(MDnNhD29I@hzWPy#0_mx^D>l>;rDT8DpQ$ar;MN`f`@C~UP`&*A}I)r zg9KX>H^v#8H0R!JwuHQQMIDG#RRNBO*}Ka+Btc6`hX-t`=<57%ENb8@}@Y^6mqCw95Avd(_107r>01aYpt4Op;kFp-TdE* zZXc=KWVj&(D~Hv^q9P1{DTZxKq1h;<@Go#J$vR}to806M@65N6`T&<$rGpnpljf!L z@=j59nUaNOnbO7Rm5?~Bi6MNk-cafskU9vs7I*gwR zn4b#K*ssYRm@KGv+8b}&Jg>|R!i#Sh?hy2~=Jww$_oq;MEh`0a#euvO!$_CDSiEkv z)u8;43QtQOq9TB2T@3}B4dUP$qAuI0uiZ$8q&WSo9Ae~$apOn>&Xh)KiQ zd%p7H*t)K)?fas~{hog;R@WwTHLM{48@Blrpgu|xn8i% z8=a6P_kOhdxfdrxlpN3vt%YiIIA9Y-6{iD`_;zaZg%9bY?y@0agME&cfnN0Y1A{2MP1Q&N)+5X$6 z&0k`fpUXzaA==a964lArNMR`!2Qn=I2Ud3vawtRPKnC{ZKWR^Xss7|V(W zp4;%o5vBA}ne@{a!VaijJ$tQsyGX@1g-nL)QbFqKuP8L%F&ynd?3y{3mefc6(fVFb z_v@DI+aTk2N{pTzBpvj5>ZwET-K6MGUmX(K@3mGVeJnDARc1f8xo2QDbJ=&V&UnTl z)uZyxz|g*uNRcVEycPaC8kMu0&uZ)Z+9UEoH*AUg-R~`Q-UjOg@ zn?t=DVmc2g_zj~72X)<~bE%D&^cx0Mz$7`U7&afG8SwC`7Oa7P4qd{r$>w%Kf1#^W zRX90e>Z{kIP3ZAv33M@j03J@Vx5@Kze8XVWTE|(EXVp5u0{CN)tLu=ofpIe6j zJSz`AmoVH!Kk9&0A+~WfO!1@XEK|zDX{=a}07gV5>>m&LZ=?ZQzH}v;^$wXJHqRCR zh68_;UrrA$1h$TYiY!ai+B35qm=0xhc{F#<1x(^#SMmlWk}>Q4OnXnXU^wJht5Fdb z^+hw3JEjXu$}>VXfN~fi_tGr%-Z6x|ND59e=IlZ@MQ-oKQ`7Jfh$Wb!H(}ySPmksn zB!Rt@yLpt5&8S*ep=o;0+#`OucddAOL8Br7>9&G6W+T6?F1nxr|M5~&kzUu)-enN9 zHmVy)pA_*>noqr{|30!b&us#60P;dFVXC7E-s#OT>Yv{@D0ma~BVU8f10)saAEnuw zqcsuZ;ONdvKC<756|our zKqFnYvsQXczbO({$CBK#X5|BXwm%c=LiqT`R%HWef`RmrK>y^A{*(oi$PFAMtRB#G zd2X>O!+aGgaqlF6hj5%iPfsUbja*Y@@ykqP_O1{zU%_^XjgWC&VNgl%x7fTk{0$=u zBA%}rLj+8(Z|n{LtutvzTJ+Uew)Jrv$;|q#zEBuC5vpl>PiLwP(JRlVLW5TEUrlQL zq47GFkPv-9)uKMtN=$MYe@sRLqPqFu5D_sauMkO}|9)nM7BY&Yh1>5WWyn!grF@4l ziH&{`YcXcOoh}E`_^M&6vX5jWl(x-(OxedDLiCdDbhy3O40Fu09f(m{En8xcK8~Jl z6IsyZ^N2%h2gJ(}89VdBDW13A2-l1)m zdL8ag>4X5`iJai<<^hMVt#XI$YRWV8aUiWd1u#5I@#sg{J?p41J6R@^ToWdw1kTj? zv23dh%HS~sy8lLvOczs+hJZN*TJxFInH^a=00I@TTsQHZ3F(9VDPi-dtdu^5(}yza z>HNs(95o=3Q#~e;du@`H;N6rgWoIQS7^)05&z55;&NJ=&oZm1SDf=L!Zr?COs2tBi z7Ad|Kw!?2&`XR-!_?buY zkYqp9o?qO$y#PeIhcim;Ql1SxVvz7BcEIKrY_6cm4pZxDye|AKqd|AXG6

$bg-?CDSsdJb&<{kw8Qa~DP4D=@vMdpTv zJ|gR6f8iOQwuDH?v$=1babwZp$Yn^+@gB@sekVFLJ39ZfGqknK>Za z0kg++7lE@+O`QT#%32_$d^il+fn7&Ymz34$)l;8+!(f2mEGf~atcN2jLF3h~@q$Tf zuJ24*KjWk$>x1wVIPZv~Y=2^>GRp1<;f3gRZh?Z5a04^+a2XcdH-e``DrVK#u<*t~ z8x%W!P`~{|_g0xu+DF&a$2Cf}W_iLkDbjlZPcje)_5uxd;|fTomYUD-umtJOv2hYT zSvvXgy9F74A6$cZPuxuk;UpBpHTo#1uGahg%cI4Cqq$`HJJSa;EWvNoBSik*`7$1j z&sdD~FVimdk7pQ=FlurLsw;Cf%-_R@X^E$wfYa>I2z;hvESc_)jE)X}`mZwO!jG{l zjsJZ_x&Jk=|H;JhNnh(%z)d%>2|vi_q)Wk0@Sgt{@Q&l$m-d6}E3l=CcJw-6u z$hX8I3YG^gWNC2j@u@aKBUrBj5lP}h&5n;GX!0k1KGCf>rj-@ z)SA|j8EHHKS7=1OF++`VQHRaXB?2EK@O%_NN9Doh@A#c?@wN?Nn;6}&r9MW~S-Aix zbn~u;3#^3|a)4ok*jWNriUt_O=~G~#^k-=uUijsMaL^Bl%u$ZD#{o7)cQ^9&@yWZ0 z3$TVzV5A1P$G%|*Wk2utvxn7_-EsTksLn)sPlz;HJZeRk`VC(l^jwaW=JOZ%jukkv%4rNYQoG*CJPA`Ccb|=X>`&8^UlvXGsu8e+ zmH5YRD?Zq;^YE(LxDpISxq^+aR z3l|j>i%mI5+RBeAMzE|hiouCFUP2=3;Y>eJ{ zSJLejxx>kHBQ{(V+&KTBy#tA7$;VwV;EqYAWZaA zx45=MwHLyTlO%3&OSuDk{hYDkuEp3$xorNqYhedauH(FuPzU_hOJcLJF|CbkNgTFx!$yS9;;}E zg1mV&S4L8-cI0BxwmuX|(HFbb1v{FDxy$zym^i6j)E9a8X$sKpQ{srv8^@%d4d=E7 zm6{KEucGbF!`)S^=<~Vc0_Z<+mdki|qHB6!zpIcZ9^uLWN~iBi;$^5Lp2Uz~4d3;b z{@Z1k6^55@O4lD_bf=cktcZb9&+iFt@Owp;Q@~(z9)~C1<=@2Qa$-JioAUp`qkoIE zYAa~o#Io3=V9we`MpC#1OvoSAlJR_D02%m+-kto%hqEmliQ0)^QkLNXHCpdVR*fHO z2U^RfKVI-9IR$`AMat?I!1CaK(Eb~pyi6xiyPM#1SfohlKwdlk2b(-iCmb7Ak3jPS z7OMhJi%p3<;oSML%^Pm$bHKDkLVkRn@n}SfrrP2)iF-UURw2b?^`i+^K0ZBZb?VK6 z@nCJX^IQS`^9g@6+b(ge*@@Tdyh4&brsL+t!yd?hW5Dk>j%`sm=^k9<%$wXiFQ@0> z#2jJ7R=%$Ia!1_cYmiyU=Ta_fQn5U+P~IY@z*G4Q$$+&3K(*FJ&Rgv}iF#Cf(cNFR z#8>ZP?pi}efiR-G(F(p5`Wi|O?eg2&kVLts!`h3E2PSSa#V}pDnciVBbl0p??(u`v zB_+s5IOD-C*s1!F#*aH~Fv^Gb(1&12>Ct^GobO`=Bwz}Bf71J9!E}ttzcZMC1z1=r zxosCHy8cX2i1NEQeVd$LOp5pQ%6ce3lSbOQ|8D&LnDk^08}(?hyLsqs@85vItt}z7|1$++^tDOuXX0|2Pva?Pixa6 zOh^AJJGM>_BgwCIrDog&QSEU3ky}pTI?>TEx_Q`%F=dUC_NprC!5bjkov^wJIt8QD z4aV~EOmR!a{0HTsJ8U!&@6KU7wNQ;+_gfs>S^x-HT%=Lz7w*d6w7;qM`_MxnqY`Ue zC_kYBt*`p1c+`!w#uUMOeiW=POYXf8fqe$+cY?4FG6$T5JJkE#^&W6%SUsR?gKnf` zcKLT{*?+j$KIwDhZ+>(aXRYxdU_G<5LEBG9`ocpzgCRI#g18s)$GK1s8{lRCc5?hA zZLb-J$P>qH*(n--S+s`=OER%{yn7x1vX|1P$XLY$7F$eDlXCo!8SrxHx6-+6V zJd^gk8jbnM3%XYN>?tE6VxL{9@_iap<*2A%y{6#`H(?uz6gh4F?3Ok&CILU(9pwWm zJKxQPhJ2=#@K#s~ZgSHKemq%dsvyj|Q@kzXYEi>Ot_DE=mkaW@72(Jo5QJBTBWX+T zf3PvK--O<%WeUZ7!8`3p1d8U0!QrLbY^mb+`8Szx+_Rua`0qzUCh+q>TDgdP5Ac<^ zo5`r4v~w*{e*E=(tU6z!Tkwj{3be1<&L)~nH#0ExPtyuj2Uh%(f{N00BJh@R`19_$lIGKm&dgs-lsD^FbhAAPej7tw;Mio`_>QlVJ7lVt01H&X5@M)2Skl)Lyy1)_NLec*wyz2Q^qD8ZnB&;yqRkF~4E?hK&B-9>Z_dt;L4=RXI~$lq zUV*HHYW(!c8RT2H023?YHw+_rROr0yex*S&bmP(P=&0D(!=gc=aMMyZ+?On%dF0~; z4C$r1hjIf!oSKsNlCB@7%&l=Bl@}sMDY4ljTCk_aJa7#e&q2MW%6OJDn=uy{Ui0}` z_I}Ph^3=PhR#eHMq8&*VH(+D@-eAkZx!N=)El-JiyZWHwvZIajPBvX-%-cmm)!DCCg$2kg6`HY#McK0HL`|Ri)g_vE zh*nYTHE?^+X1l8vFX-Ax*Ye@*n8s`g$@lE=NRmT?4-e(=%k=~w2wR0cje90QP5G*7 zO}P)vyFSy}!@e;Joo&5SOW;J?aYGw}kOrgimX$g!M+VQZgs}BH8KK+1dKZ6q8UNLv z|0*TruO9k;_v>Hr+yAJi^;g2C|Ebsiy0XQuX8V8R^)Fk4JPhxa_mo`cb^BoXO*8*~ z=`UQKF|H})NY&wClikY4*Mv&@Tt-#TwYT0(wtY5VL8m@h(YEWwEM1QpSxJ{al} z-On{i#3nh|OmbB~=O9hmi9DFy&H>spwtMFA&57FPN!{I(1<@0XvIX~nS;hf;vL~RP ze~;rlxewh0k_VWe@cHWJoYT)m#h>l*iP9z(U{!Pbzun+JN^ku$yTK2OuYfw48Us5N zGY;xAh;c)qgPQJ)KC@c=km*zDKuZj9crj7^I60RLoRd$$Il1d+1(IsvD97gG$dj%8 z0K-^o2WZT_HcsyEkO7rpfgD)F8Bp`cRe^2e3Iq3&Oa>(9dJ!OeI&riisD?~6K@JZ= zc+%PUxb*O>Bgk3?f;f9)h8*Rh2EJ)JosDp|@b$&)8Kx)UwlgFc;;~#0UI>uCPuqd* zZw8<%0T^Z5QYI5bB=2B5JLboXl3pgThi>o+SOX&0j^PmFKRcS9zSh7$8KMMIH#A@^ErP6|2-Q!!51j)AUYC$n zlhl1^db;T(gT&)L>*05$l@*s+g!}fmealD)l6Y6Ya^52QkXh2{>|&L^RH$lw$oqhy zoB5*bdV~DiLG*$jtjxb+sRfR+kLp4!Eg-g^z#T6uO5W7yVoWGf^OW#B%^uQ>`9Pe1 z_X>orF8c!OkZM$CjU;PS2cU!yu7C0p3Ue?wx@ejpHly4F=)C&f4iwa&*9`6U=uHi> z7W!E#ZEG)g@sMCgV_0>Sm(`LnmG&!%=f_HT^a@S9Sg_UOy4qZaZL-wQ=H^71H)dpt zeca|@Y#u|X%1&Mql1O`2iS@xJi?YrSEVXsapL)p!WHh!&!^4*Sg96z~WW za&JoZi0&BEe=cB9aAue^OwH?Nm@&$l6^61j65w2GdsGO!zcZ}t3@zgJ9$MTzUB}@* z?Jr6hJRO`Ya8B`-$mr6FRPx2@%6RCti^2oYT*pE%Sr$L^odyDU-=ye((8&hwCGCJW7FU)mb=h@a|XNdne`nx z_#=OxkgBysW1M~Y*d4xou!hdVP=0{4_S78tdOBp$X(Jqs4Yb3EAQQ5%p1mnXBq3Op zZ1dZI$p!Wq;2zS~>a_M*K-Cb$*6w1UmOSQ*SOdO2LqdN8*hK^7a)(NZ?_)LC|#p|KD{?l;XHCvT2dorwT;XRnn`O zQY?=OrX<-R-n;uR``VB^y|f5|)RPz2WjKn5ZrliXTQ0CW#&M+6fT|BIYTOLW9c={C zBysf>*4Fxp1$DHwuS4#KVFmm5c>ezrcjzzXp}jfsc6jVM95#Uu zl0^NrFl}_h5iAOom2IEckd zd7fDL!QzEQ`gi0P)-lLHoxasHeD%H@7O)$Iy1@Z{&LS z4T~Oe1TLhLuFc-oDWf12Avj&pRMJZPId+hrY2)Tw{^40b>*YXRyjgg_FN=RP$dezv zO|Tbt#r%I^*ZWTl?|)|Z?Jp;ENVeblJcP~9wxOm5LTaO}ksXQ(-U4j)ah>$JTm2x? zJsBqCgs7~i?iTqv^GxCt9%v1qVXM5^qjr(6Tz7@P>hN80$xQs;axS9QbKgKFZkQyZ zDzc3ch8LL9M;t~qzoJIZv&6W*E)@s0nIMlD3QAp_J7NEXuhObDK2z{1E5!awElVk_ z0?R06lt7(D$rYAY2XfGAr!&k=&XTzY-pPUvf$LW;k}sk>XEY;(WTS&W>2kj?TOreT z#Tp>DrP5V(0>6r9{X2Tq2V@GomN z#ct*nZ!xWFRz2woz%@bZ(8!MJ^1cejJVaO>bns&hT#S@C{!qP3YAv3D%n!kbuEMyt zn`n0PSHBF(p%wPX^#AUtzyE5oK9>O}I#^TXR7>}G#T!!!YA^VD7yBH)E^qXy*d5oG zuJY8?P8WuRp|~a!Nv3Vi4Gx@VAd4srWM(%_;!t}Tjvn+t>8nGe^UaTbNxB>Cl|;f{ z=UO~NUb3KbJ8+ub>@z+i7Hym~b!PP|X^+66#xOu>#gT_P>ft%5>^)mf2U=%G0W8qh zyVnYQWA65U5gm>`2;6*e9@cw!>Oh7Ze7Ag->)rld36`srp6Qe!=-i&jp9XF4*T+zR zFTNBSP&0IxuCIMIaECG&d}0W=*(XLk^_Ryy);hO*%l(cIIJM3jUtSCc;|1nn=}+Hz zZKBwAK!%XACI*tH~>%z(&O*+07FX=OVz}>u>Bx4_?rQG=_!|V3= z6%6piG^G3{pv$oY`#v?~rdzN=-hi(TYR<8=mr%XK+f*QDziXitICxQ@K}G3KVX7Ou$(ak`=$C9hjG`Qp-VPx9uc zRAlDr-<=4aZ^R?;99`Zqe>^Yh`1%5v1P^ncBm{uD%NGin(XyDe{L5n!z_Z1rQ33P* zlZPTkBaXBHCQ2&}f8m|XiouBI@89{C$KZ*rYktnm6StTHOaThvb}&B+OiOSga4^q;`56!SfCIi-*e|wb=)iE;lAM|B%7ykr z#G_x=+c%7J%an$LNXgtVzoOe)x5vkQ!4+;(Z^eQ8%yKWaW(Z&wGvqlUa4^P$(76My z3O^0I-KKS zhVam0H7|{+(FDBF_!sXN>(ls5MwX)coM}<8?PF_{EYDpcTeMHPWmUyMST)@>jKt5&zyG{k zY0^Y;f0V&2`079#^R@Gik=u*38be=ZluG6(CTPjGe#?1jq5Lo>?!spOOm}S?(_;UJ zk!LgUxTgPV`+Y=qGew?$u%i2*7Z+uoZ?G#|8^ugS4&Qml#gU9x<00J`|BHtDoRnRmpu0xNi%df;nzD|%BD zGo;PpAz8MNCD4d27h?1-KbN$)ca}Ipo0f}2uhW|eDGsC(5?->{;9N6|d=jIXn6IdwzkE8B=cGpWg4|zTkK!N0>^1du4IN;B@3hi@O&W zuS@6trOD-jdEU!M4~-5PJqahfZPeJqHfy+aecc0JvvjYX=3^ESd`MQEZo;kUcU>Z5 zQPGyE%v7ZGgEqFyDQ#vG7Bnsb6V!G4LA7DLjvP%_j1%B7_?-8Cf0Szzn;wffAu-dI z!7yREby@6d)z(dwL4kPqm%<(uQ&oogj+@dK<8YMyABV98b0~?N3Vk3_NZdg-$*j2u4btXtTc3ey*+xOuf8v9(6|a~d^|o$XE> zj{c_&bB`VR;+1>Of=MIljUNK5oruex>P`qWj^nD~SM9SidN?K@j_%8jiJC0EPQeocI7DnHi-f0Vs0JcnwDWDws*5cP(o#|nPMyH6+-#f%5DSE=RnhmG^U}mM4S&8 zI;pwj&8R|D?26Is??dO(dL46x>;{p9(Y#sthg9jtt@0KZdSXmi)=Rx1>sisUxDqUzPQY<~NS8HHMejZ5^bFHYLm$kN}hx#R7?{MCh za~~m<8t>B>{^+?#jP1$-rBEb6FJl7qs=bIzv5A*8)|a!)CDSz$82m5e>*JpCC}l{W zmx`Z^#WCU#?w9Qc%5*Q!5agIm`Bm{N~BPQAsBaDD&gd=5~bv%6#B(*CJfbHZ0bbGZg1gRjsAAoHOeD9t4 z+Yf_8Qa{~c6vB9VO7q$H2y}dNUrQ9;m)M1XSGFaLw;ImPt(EMqv`;-GTS#40B!Z`v zcAJ~#GBnar6^80Q5|Ig|RLE%Ucy8@<`7X^ifvI-)*j^ASoJ`GN{}l;IU+6!9F;^yI z?~nSzf2kM#wra~XyV1uE`T&_8Yg!|H4rJi2&PQr|9$qA>i#1}g_Me=g(AmF!*-+$; z1W_Y#W+HYbZ39IQ(WaKC7WOu&Ty^1Lzt=q_gIZD2vpJ$S`WV@*mrR-}_rAJRr&2{T($o|yOOSbKA7}pFP3+fm+RJzynNZu8e zid{hBMRw&9?&pm&V$YLZimf4HOL7!WPi-U~ZZ)i9t|?Z3N+xy1sz;}rZDAA_QQFIU zJJI-N;!P!X>1IZPX6DmUJO*5Gm%V>d8OXvRHff!RJ!d>r^VFfRZ@RWD^}VZnd*LL_ zX|P+owU)d;VY+i!2U-wODq>+7l!v@{zJMZ#%1_s?x6?!6-SoA^%MOfRay=Zcq>m4~ znAC*PXDpVM5~t6V=FshE!^mLrAwYX z$!$Z{DH3C6ktTzvFHbMdu-`E!o-y3SgfLimZ5cD28Ush};YC=k;gCj);*dx7GXo2b z!?c|Hvh1!Fo390UH);))TFCBq?-1{;1MIBL$BnTi)hw7nA+?W*LVZ~A4p;lMV~7^C z<2#7^PlyQqt0_~5a+dLIHDzBM_Mxxui>$YBnj&_;3Snpv+aX{rlyjTpbhWdy_PBvK=E3* z#gstA&A*6Iujkg7UqeDz8t;EFd%amDI>;11B<{8y=t>8*dPr6wgg=A00Us{vVTGI@ z7$ZKDC91l+%-)Uv3AO5^Yeqe2(GiKUIs**u(=ztpr9*YQTjQVif;=(130qAlG80N4 z=sgP*Xt-0ZUCn>)bSbNOiUjpn<~GV^vWTs>XEtv+D&;Qpu@C7-m^{;sVla&dvU9bC z2`}+ zZ)ZLiYli1LEB7bIqc6ml`+bd#J92h+5zFvqR(``ZkxBbB>lLjhy;DZ4t-@WqY@GUqA9T+w%13Up=6O!q)oJLD zDUa~GPxM}`H7I^#CAc-Z8V8&Q z52^W_luRei?yF@P(^^dUxR9=`w7-v0=T}chcPO4hkVs?3pPak0EOfW+o@OLchP*t- z;6PpLlbP*Q3--0k6*Yls#%2bUOwlYgNl3&K`q(tGcc&I^xKecN5GR`G0APXAnJj4y zielucR-^uR`%4o_o(#_T4o-1KODT(vx_1|cW=972b%@_m^9G-q-ilVzSYN7<-OsF2 zmCAh~P!e`0B&beAt9sIN*lB?b&A-`wmCmg%O~klm*t3tRZcuqImgeMmEIO>JM1b_o z75gbnK1`g5hv%6%0uxfV8QIN@vKKtMz8 zmEmajmQ_R3;a0be6V_k?agzVg45cn%ov5sZO69$Eey=Hod`UAxegDpg#K-UAs9s`n z&J|@l6n!D3Yks`nJ4MPN^-{pV+$;**PIX{bS3Ng|jb( z1dl~f6Rcl10@!{=PcLHnGHCME+=R{Ft+d}aO-J5?uiIqt(*;PGDmUMq;!A88wsS6d znskM4{>;1vi)t4{^c*(WJ)d^=j-K2d3*)IB_%<^8{CVPA!INt{!%MCg(o3jtB(n zE6iErTFaQb`!*8@0^`C%j}jAxmaq*6F@lI7reKF5fkhX?Gj@`F1=&WFF7$GrDwW?} zXUqQFbT#JX3N^lCx%oI-xnejOQ_-u_f;W<95&|Zq)lVHLeUkopcmKi1@LTH^8>y98 z=Pt}>F-%bny*6Zaoo`ICMnAbHH?f}OGu|aPzpdYuDg5svo^OA?iUWS z@u0*fY9zR*?)XW4r9%mjRbku3;pi2X7L^xC_^3?A+$2=F^P=g?fd6F)O}4n<08cGq z5%*=%et~`l$r|>SnXrowb?RVCQ8;19#IlB=c=j;q z(i?@Us}WW&q|Qo@)UAPiE5ns;UCM6?@-YQY(k);_A^I`N9lw#_Ag_H|$dZhEUu(R9 z_gaRAnvw0HO>Jmq`?;30ne++4%vM{vzE(^1|F6C84r;Pn_YEKf6bOPeLz5yX9YPIN zq=^_o5TuHLlt^y@LRE@LM?gTDpnyn~PAJj>^3kM8hk*2wPy>W~H~a3HeZIZtoU`|y zbI+N3@9h6FZ`Qo;%(K>d>hJkI5VB2(2`e`DaoYs(y5q@o7AjpNfjyOY7{-}udiI`d zD7bd|KNs0w9HqYz<$v%Tn22b*xN;newLDx9VS3Wi#5CM`lZ~)qJ=nt3BPTh97qo16 z8~WNtL1Ay7a6exP{yS2)99Mydodfi>o4{%(5k3{y}c2&vPi7NpU z!n9FZ;QC1Q=M5W~b|8mj-A6mA0ZNxju zTRCi^H)>>#rfW-bCF6U}dS%GEr?QpH(dq{FBr>zVYr5h%`?SHIRKapgesSYU#Oxwh z9&R)fkbrJguEE;B@<3m0nQ$HK2UDLqnPO=uvKt9!pce~K!Bj0jT+0atm?y2H7?=Cc zZO2`PmrvlQ0FU-|im;TvX`})^)qWY=#uTT~DVO=SD|!{>^uD7tnjC=gK)aO;IeeHQ z80bHns%>7NZOsIqY&i=Y+*`buEoL7SqNr&7QFC#>!)@E892L31n#p|I}#XORvN0#(+`BLB+rUqsH5z)H8`(vx4X{RjgHT(1W zrYNMBT`Z%!P7g?ZzEKp`zHn8^hI$kU!?;LI>OQA(^lr%VZs%A`qc~04_E6&#>~JyM zGsW9{u(F2gy4xc9tNNZMOWhJ|?1+cgd=7Y!?)1S)w#ojLm2ugZXF@6EfFtE0Pv>8M z3B;IJxUYwdAoWN-xKa8WxW38BmjGInJ|U@ea*LwJim?(`5xF+9*U#Gsy7paaL`PAA z(2I80$)lU}iIGkEd0R;2w*UZiGC6pt_y@w=tabXaaJIp;(g~SKE@=phu3R`#$Z7-F zIT+Vyzp|&6BaeL}Q z$V!dCcYoxZnXiq$nBTRa5p*6;;SB;CTQ@Q7pp6t^l}E49MKIqx8c^ofv_viBn&6lantA1qRQSmLgGYx7Iwyb z9QnurBhCp=+R=+Q~hw zI=@Y*Kb)7Hl( z=_^;hUb!gNjJ5qF9WULiao``S$Ns8|E83O3L*ozL(^*TiJ-VO*Is<0@fD)(Z zYjX^A62!aEM$?$euoWVGDJ?^?E*}XCzuSA^vYUV7L#99y^)7WU(Z}3!RM^k2hbwz)Ogd_eJx!I<I>%X5Xh63w=z}ZJgSkdNL+G~NHnzZtc!?uzoJvj4Mc%UH`5{ zt@_ZBA{+1J#ktVwM%Q`q-$~kmUmC*G`s?Ozfg3p1z5N+~|1x%A~=fIJw}XB78ecEF}s5b zH%pI}MtO?LK2^iuP=GJ98Id@8uQKQC3l5itTVqmNo4Km$J4;^J zrohhczx2*Bb=}8R?yC=ab=we(v2rmeH!mBi)M6*xh6LciY_6Y|#=dW5`%zLXeL)N0 z+02YJ0X~Tt6MvRA`t3ThYlc+D6t?b_pABkCut`+lPjE0cQj5+v)&fufE+2qhq%jxS zHIFAIt!N{u-|~C(q)-}j000jt16Y!qVm4$;OIw;Zc_oh{>xR;-TW1dv$^e#sl==Sy zvR+zXMp}Pt>*AE_%;8BkMXEk!Io{#Bv%34B_!Vf0lUOv}e2P-WnBYIUm7~A7U^mU# zRz``VJaacEz$nxUr9`jyILlN3X&Rz7#w`+Mq@)BX5u>hZW%`Ya@tt~nPK)pyK@?La z-J_^J4oOcfdsW6_ryu3sgCJ;nEij^(OA!6%SI!j!b=tn}X?C?a`dap*uhhbn{JQ<# z{#Cn;2^}tGTCd{O8Nq|xRFfl$>-BBPi))i!2A1X;fle}IzrjVAdPe%d-u8T#xQiiV zg9L@f_`Rk2$d%~u(jpCZ^k<$&XC>v_q~Ptr#iye_n^ma3q@fn4oJ+Lr*3i0hAczcc z(s6a@6JDb$(_)5pOMyQS+4gcoC3!6*dIw%{)=sg7)^9v0g}lIPAQE zwE*>HZYq4hL3>kb%7(AI24!Kw74+r&uvA^zLV6P5@M|m0rkq)N$DCyOT=tR^kGAVa z=4k6)5By`}lb6AQTW204GP%r7k{g~NF-)KicqjuJE*mPna4DF#g;i~M8zqPqzGiGxdJfmCY zYWw7Aj%>WnOu;QSo(uIndcUQC-~2-8P;&ftnJpFB29*uSbI0}F&$Q3{cI3+SK$6o= zG074e%`Y^#twJ;&{X|?rw=%>B$#rn?kH*LD4$+#uy>C}P*EfA9F@y`coMNdRilWY; zuWQL!J*uU%HAoq3Y4PbfURk8?Vtb7<}+jS<|nk_NqA@EkrJ{1~%xp=MNQn2xQFvqY6 zN^OGEq{i$MKa>S0t#9p9mo<`41fTKgCDDL?mf&<{f+mj;qI2Fcar`6=s-Y z7p404&FR=ejmUQuZnNpICU~|Me;m;8PUG?+Vav8V7jy(}yVi+Wxa?fDk-3Tfb^oUR z@NAJ9H~ThVJ%Ikz^OBzgWgJT*<_(<}I-omyanwBMV??aoor-U>-Jybs^pb->dA2-| z_ScBA?Xo4?w0N02LG9fhxol;HO?X%ZnnB=|L9fSpasl^$e+ z)AO#n@o0YR@;Jk-3!_O;VMtN%XuwM40q3W8C4BT*bzPE2Ylkw*QK6{7CF-?NK;tuKP^BU76Ua=QpX=yw`EKA8*`>|_@g4~{vl zYI)9c{z8O1s4mx@-IT(PBUw!_QM%`W;&Ke&2;iBQ6np&f4@~&Ny-L=^h;uE3*qK`z z&6oK(nssX?+F(!dHLEs@+yo>YFs`N<(LFll{MhjH*d$u&S+J@`*k}Vul{n&iR-vkw zw(1!ZuZjo?DibxrEb800oJ5J&oSv&`XCCO}ow2ile&zO5R}ik?n7SV)trG=tDw$2P zzoak1S(q#Uo)q?KoKTM(5($K;lrSBocZ-ZB%6;aPWsylTyT7Np=Ba2r~8^X06DY&xg$$kfX zEwjSHB2@$sj!psg^CfvI5ston94a<%Kk2sLlpKVW`KUm#`bF`O8@7-=xEF0W+`PEQ zj2#%_u_?VVdl@h_DQ5e1SO#1YeN_W45)XTNEyXGbOEs;d!rI9f&Jx&Ic>jd`3Sn#< zzIO?E56AKzq8!+5_H2VLBF9|Ee1|Dd8GIWs2<0w^k3!;Zk81o7g)~zWn$1nSJSvd% zYhyWuXPJQJKU`ekziZeg(mS)>?GnKVSDonFP2Q6413plye$HGkFUxPK$(&e~NuybI zT#0LvN(u*&idy}D&w4qM)A3zEkFzEPqTcO5x^>yS=jv`GRH)`xSeL7|TU~+y&8>#K z0;VIYiu=~A=9`uSJ>7ve$-#vefERyPRp!xuM}@R6>|3KqnM{lH(~o{cv6tOm8(8sI z<%e7FDlvOFw)@^wtVGd!460urAA);y52x}G114!ljfZ1KqMed&ODH&j>1cH|t|@*e z5f_dab`EBHWontsoa@7ey;C>e6p5CA@AHn!UOnu&U0F4`i(-3GUdtwWv?2Ok=2vyf zb-kDuTm{y%~xMYQIS+Dj9LlE8y?)R?T z{oX|)@R#R?Nk$FR9#%Xr7jL%)eZV@lv^2G*7*5nuE%*iUd~@}RV3%iCP-#o#{P>r^ z_#Z)7Ft04sDA%MAWFzlh`f@$iPz6d}-Zl^sFyOG&B$^&w10CRd7~4`dX3s%SinC5G zkt=rto>Vu+ANR~}GG4#+;R!?hVr;^i6%1Q?A&v3tQobYRLj1}5n3F9krRdk$*hJ1{ zeAWl2ke`a$Zy;X_^CZ7{cwD*i&i2rPT%J>5xlX=(vYkj*ja7|G(W^-+N_yY#;l4}< zi7G+cv;#uU)+q`R!RM02weRJW#4%rH=^}sQrL>;cX zt1ha8by~m1#(anT!Zc0EWhTNc0Dx%)hV*Lpkea=iRR^|y3U?tDNQnYWQH1@N-Kb0m zov<_0>A`8_|6G5#^%|8L}b*Z$=Bk;P%Q zoWzw_%cnbN(p(fV5Q;|0O76i%?l3>eA#CpbIBHQh5nL;jNmy>*#wx+ev<;+WyrgeM z3?YL*W;ydY%z2R+TmZiIddT}W=x`aZMjm<#UwR>T9EXjoQI(!~f~rm;@G<6u+&GOn zI$Kg=S_EfXPfP)*Y8cGkWaj5rFa>0Le*NBy4GqaWhyFdt6Ys#clUv zyKpYZ9v_C#ji(BNC4wb+AXsHp-6-Td5G?c<3`cZ%Xtgk_ zwKG4fM#^U%1}KWZ7N|-woSm8Ol1r^u6_W#a#Z3GGbneKvr;t@HHM1u2T^@X-G zAT6eUlA!q!VXfz)_oV4uCbL09Fm0%BT_P{{M@@lGnoJVCap=<^^*rF;+^xTgtp4l& z*-atRb;f+QF6bxrej9s1Ui+Jhd4dRs?J6IzcwHX=|MM42+FI*JAzNAJeM%&AnB$b| z1T|0>aaWKB9OhlQX3WWLS~+=`74+zS?of3D<%bkou|*nSBp_aW^Y#%*^FC3kzJ-n{U$bz6ErOjUc$$O}eSBMR9sG!UQnXS`_Rw}#xR)y$3NUyIal zQRLX&$dNBWc`Y}?C^vjZulSCM@7bGv`SJ`2+144Prw8<|0h56NRm&^Gx$S4gIChHr z3@JCb5pq~kBbuA9X0Gp?z!tB8{mw$ z!@Oi$^jAxrIlL$qQpw-?G%os=-%|&!hSI;`8~g8)!T)}*rY)LH-wsuVwsbIC*cTyVbwE~k?i~M6 zl`h3FKuULAcuu&N!0EflKpch<@`fo zm)HF+ONs=H-7s(Xt`m|+C>6$7AJ3sl?kUZT6XO$s?^8-?Q4eXKG7=Ab-Dw7yJ@)EC ze>#gB#`l6x`2R(0Iw?+@P z*eZ=gcWO2TV5_$Ca(T^AENfbd*-+r(Nu=YnoZ;8~!lwz1>rURk18AMCKzLC3dQ;)? z0gNgeXn3g-?`VJaw_f@szYvE0k=DIWNmR z>wX8Yiq~dktYC-!d`P~_Z1(cfYFow_?Vj0jX{mh)R1kb~Z1TLGU!gMTfojw98*R8B z@MgRXrFT!9dS6J*s^dxVcREONOTyLqB9V2*J>rRF~8dlv;)PExn6Vq z(b>y-zH$e)_Ko2D#08UkoE@>EHb9@WdV_Dbo&?pt4rmtd?jPVKjw1~g=QK1&%L}if zgZMi%4FlW&bgd12^1zodDvFz|Bn?czTjt_j*HqI4u$X%t{^nt|mQgBtpaJ)dtyGnh zPaCiQSz1VdKkRJ|dcc72`ZEbdX<2xYTh94fWP;^Y%IscDD0oqv8DH)q*E#)So-&hD zZo5+RqR?$PK|~9X@_cq5AU_mvbh#62O^D9nB2}yG>xnUDv;S8)!Sob8T-4(zI3`7RSPfP3dw?yAuRYh^^qfjQ^UdI0uqZwcUoTz^ z-0KfAjtC_2t1)7qCoHxon(N2$Mt?hBNo_Ix9iSdIIX0>OKjO#HX0q+_B(obq zJa1_~8V;Ax^mps1hzN)Z^JyU=8Xh&*HZtB3-6ljmzs2r3(Cis&7qRHj5>R%HY=w9e zuOC>BH2I2yn8?2Q=wEj*ueRHv%OxiN@S_fo&`Nv}ZmX3K|NNwzNYy$5Id#D_HaNy8 zcQUKjY1$@}DUSuzo^7F}^8J zGnwn(c(-l8oBSTLvolp*kdSwox<_pzP5!9Dn8cs3w^Y>G+(x$9%IEKDlQT%vi7R20 z)~i+eEki2L6^gzSICi})4E4xnIqP@8HH4hes7;FDYs1Y+1Fc)B06XSO$3w24TEs}L zi*2lUjczU}ygk>O5U-D7O`~5@biq1xE5cRaV8aDJH`m5;;40toAu_Db_th-cQ0L+;xpZ^>F$v>9Q{;R*s`8tX8W02g} z!2&q`1GCzk;-oLPz>-P#Lg^Ptn3F1*nGrP(?QRgznM-C^LlJ=zovD>Y9K9y!1VW?kx7fz-1rA_qe`NfASr#C_b77W zO(z~&Pv1p`5DA(!3YjgL)dK=E_PkGg>L`Ta$v0sZI6RP`<<-Y_J0u(6xj4J@GRovz8egx_+~8-W5?})$n>_)X`T;Wk7+C2)#ftqQ-TJR}|B~mw&cOd4X8`#7 G)c*ov>duD% diff --git a/runs/train/exp5/opt.yaml b/runs/train/exp5/opt.yaml deleted file mode 100644 index b83babd5a..000000000 --- a/runs/train/exp5/opt.yaml +++ /dev/null @@ -1,73 +0,0 @@ -weights: C:/Users/user/Desktop/gelan-c.pt -cfg: models/detect/gelan-c.yaml -data: C:/Users/user/Desktop/fissures_bubbles_data/fissures_bubbles_data/data.yaml -hyp: - lr0: 0.01 - lrf: 0.01 - momentum: 0.937 - weight_decay: 0.0005 - warmup_epochs: 3.0 - warmup_momentum: 0.8 - warmup_bias_lr: 0.1 - box: 7.5 - cls: 0.5 - cls_pw: 1.0 - obj: 0.7 - obj_pw: 1.0 - dfl: 1.5 - iou_t: 0.2 - anchor_t: 5.0 - fl_gamma: 0.0 - hsv_h: 0.015 - hsv_s: 0.7 - hsv_v: 0.4 - degrees: 0.0 - translate: 0.1 - scale: 0.9 - shear: 0.0 - perspective: 0.0 - flipud: 0.0 - fliplr: 0.5 - mosaic: 1.0 - mixup: 0.15 - copy_paste: 0.3 -epochs: 300 -batch_size: 16 -imgsz: 640 -rect: false -resume: false -nosave: false -noval: false -noautoanchor: false -noplots: false -evolve: null -bucket: '' -cache: null -image_weights: false -device: cpu -multi_scale: false -single_cls: false -optimizer: SGD -sync_bn: false -workers: 8 -project: runs\train -name: exp -exist_ok: false -quad: false -cos_lr: false -flat_cos_lr: false -fixed_lr: false -label_smoothing: 0.0 -patience: 100 -freeze: -- 0 -save_period: -1 -seed: 0 -local_rank: -1 -min_items: 0 -close_mosaic: 50 -entity: null -upload_dataset: false -bbox_interval: -1 -artifact_alias: latest -save_dir: runs\train\exp5 From 65ccd0caa3fde736ab598c62bcb7f7b872e80140 Mon Sep 17 00:00:00 2001 From: sherstpasha Date: Mon, 20 May 2024 16:05:35 +0700 Subject: [PATCH 4/8] . --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 8ef0c6008..85c9e5beb 100644 --- a/README.md +++ b/README.md @@ -32,7 +32,7 @@ python train.py --batch 16 --epochs 300 --img 640 --device 0 --min-items 0 --dat Например: ```bash -python train.py --batch 32 --epochs 5 --img 640 --device 0 --min-items 0 --data mounted_folder/data/data.yaml --weights mounted_folder/gelan-c.pt --cfg models/detect/gelan-c.yaml --hyp hyp.scratch-high.yaml --workers 0 +python train.py --batch 32 --epochs 5 --img 640 --device 0 --min-items 0 --data mounted_folder/data/data.yaml --project mounted_folder/ --weights mounted_folder/gelan-c.pt --cfg models/detect/gelan-c.yaml --hyp hyp.scratch-high.yaml --workers 0 ``` 5. После окончания обучения в докере результат обучения сохраняется в папке "runs/train/exp". Чтобы перенести ее на вашу систему, выполните следующую команду (не в докере, а в терминале вашей системы) `docker cp`, указав путь к папке в контейнере и путь на вашей системе, куда вы хотите скопировать файл. From a659ec8ca4b363fb409bbe297ce382b557580820 Mon Sep 17 00:00:00 2001 From: sherstpasha Date: Wed, 22 May 2024 13:26:17 +0700 Subject: [PATCH 5/8] . --- create_dataset.py | 56 ++++++++++++++++++++++++++ del_labels.py | 35 ++++++++++++++++ del_no_label.py | 33 ++++++++++++++++ detect_function.py | 99 ++++++++++++++++++++++++++++++++++++++++++++++ finc_clone.py | 45 +++++++++++++++++++++ runs_commants | 1 + split_dataset.py | 54 +++++++++++++++++++++++++ test.py | 8 ++++ 8 files changed, 331 insertions(+) create mode 100644 create_dataset.py create mode 100644 del_labels.py create mode 100644 del_no_label.py create mode 100644 detect_function.py create mode 100644 finc_clone.py create mode 100644 runs_commants create mode 100644 split_dataset.py create mode 100644 test.py diff --git a/create_dataset.py b/create_dataset.py new file mode 100644 index 000000000..ed421576a --- /dev/null +++ b/create_dataset.py @@ -0,0 +1,56 @@ +# Установите библиотеку Pillow, если она еще не установлена +# pip install pillow + +import os +import shutil +import glob + +def process_images(input_dir, weights_path, labels_dir): + # Создаем или очищаем директорию для изображений + image_dir = 'images' + if os.path.exists(image_dir): + shutil.rmtree(image_dir) + os.makedirs(image_dir) + + # Копируем файлы в директорию для изображений + for filename in os.listdir(input_dir): + input_path = os.path.join(input_dir, filename) + output_path = os.path.join(image_dir, filename) + shutil.copy(input_path, output_path) + + # Шаг 2: Запуск скрипта detect.py с указанием пути к весам и изображениям + os.system(f"python detect.py --weights {weights_path} --conf 0.6 --line-thickness 2 --source {image_dir} --device 0 --save-txt --save-conf --imgsz 640") + + # Шаг 3: Перемещение результатов в соответствующие папки + base_path = './runs/detect' # путь может быть другим в зависимости от настройки + exp_folders = glob.glob(os.path.join(base_path, 'exp*')) + exp_numbers = [int(folder.split('exp')[-1]) for folder in exp_folders if folder.split('exp')[-1].isdigit()] + max_exp = max(exp_numbers) if exp_numbers else None + + if max_exp is not None: + latest_folder = os.path.join(base_path, f'exp{max_exp}') + else: + latest_folder = os.path.join(base_path, 'exp') + + # Создаем директорию для лейблов, если она не существует + if not os.path.exists(labels_dir): + os.makedirs(labels_dir) + + # Перемещаем файлы лейблов в указанную папку labels + label_files = glob.glob(os.path.join(latest_folder, '*.txt')) + for label_file in label_files: + shutil.move(label_file, labels_dir) + + # Перемещаем файлы изображений в папку images + image_files = glob.glob(os.path.join(latest_folder, '*.jpg')) + for image_file in image_files: + shutil.move(image_file, image_dir) + + print(f"Всего изображений: {len(image_files)}") + print(f"Всего лейблов: {len(label_files)}") + +# Пример вызова функции +input_dir = r'C:\Users\user\Desktop\reports_orig' # укажите путь к вашей папке с изображениями +weights_path = r"C:\Users\user\Desktop\ddata\exp3\weights\best.pt" # укажите путь к вашему файлу весов +labels_dir = r'C:\Users\user\Desktop\labels' # укажите путь к папке, куда сохранять лейблы +process_images(input_dir, weights_path, labels_dir) diff --git a/del_labels.py b/del_labels.py new file mode 100644 index 000000000..3871c0df4 --- /dev/null +++ b/del_labels.py @@ -0,0 +1,35 @@ +import os + +def remove_confidence_from_labels(labels_dir): + # Проверяем, существует ли директория с лейблами + if not os.path.exists(labels_dir): + print(f"Директория {labels_dir} не существует.") + return + + # Получаем все файлы лейблов в директории + label_files = [f for f in os.listdir(labels_dir) if f.endswith('.txt')] + + for label_file in label_files: + label_path = os.path.join(labels_dir, label_file) + + # Читаем содержимое файла + with open(label_path, 'r') as f: + lines = f.readlines() + + # Убираем степень уверенности из каждого файла + new_lines = [] + for line in lines: + parts = line.strip().split() + if len(parts) == 6: + parts.pop(-1) # Удаляем последний элемент, который является степенью уверенности + new_lines.append(" ".join(parts) + "\n") + + # Сохраняем отредактированный файл + with open(label_path, 'w') as f: + f.writelines(new_lines) + + print(f"Обработано файлов лейблов: {len(label_files)}") + +# Пример вызова функции +labels_dir = r"C:\Users\user\Desktop\reports_detect_dataset\labels" # укажите путь к вашей папке с лейблами +remove_confidence_from_labels(labels_dir) diff --git a/del_no_label.py b/del_no_label.py new file mode 100644 index 000000000..eaa39781b --- /dev/null +++ b/del_no_label.py @@ -0,0 +1,33 @@ +import os + +def remove_images_without_labels(images_dir, labels_dir): + # Проверяем, существуют ли директории + if not os.path.exists(images_dir): + print(f"Директория {images_dir} не существует.") + return + + if not os.path.exists(labels_dir): + print(f"Директория {labels_dir} не существует.") + return + + # Получаем список всех файлов изображений и лейблов + image_files = [f for f in os.listdir(images_dir) if f.lower().endswith(('.png', '.jpg', '.jpeg'))] + label_files = [f for f in os.listdir(labels_dir) if f.endswith('.txt')] + + # Создаем множество базовых имен файлов лейблов (без расширения) + label_basenames = {os.path.splitext(f)[0] for f in label_files} + + # Удаляем изображения, для которых нет соответствующего файла лейбла + removed_count = 0 + for image_file in image_files: + image_basename = os.path.splitext(image_file)[0] + if image_basename not in label_basenames: + os.remove(os.path.join(images_dir, image_file)) + removed_count += 1 + + print(f"Удалено изображений: {removed_count}") + +# Пример вызова функции +images_dir = r"C:\Users\user\Desktop\reports_detect_dataset\images" # укажите путь к вашей папке с изображениями +labels_dir = r"C:\Users\user\Desktop\reports_detect_dataset\labels" # укажите путь к вашей папке с лейблами +remove_images_without_labels(images_dir, labels_dir) diff --git a/detect_function.py b/detect_function.py new file mode 100644 index 000000000..27a0d79c6 --- /dev/null +++ b/detect_function.py @@ -0,0 +1,99 @@ +import os +import sys +from pathlib import Path + +import torch + +FILE = Path(__file__).resolve() +ROOT = FILE.parents[0] # YOLO root directory +if str(ROOT) not in sys.path: + sys.path.append(str(ROOT)) # add ROOT to PATH +ROOT = Path(os.path.relpath(ROOT, Path.cwd())) # relative + +from models.common import DetectMultiBackend +from utils.dataloaders import IMG_FORMATS, VID_FORMATS, LoadImages +from utils.general import (Profile, check_img_size, non_max_suppression, scale_boxes) +from utils.torch_utils import select_device, smart_inference_mode + + +@smart_inference_mode() +def run( + weights=ROOT / 'yolo.pt', # model path or triton URL + source=ROOT / 'data/images', # file/dir/URL/glob/screen/0(webcam) + data=ROOT / 'data/coco.yaml', # dataset.yaml path + imgsz=(640, 640), # inference size (height, width) + conf_thres=0.25, # confidence threshold + iou_thres=0.45, # NMS IoU threshold + max_det=1000, # maximum detections per image + device='', # cuda device, i.e. 0 or 0,1,2,3 or cpu + classes=None, # filter by class: --class 0, or --class 0 2 3 + agnostic_nms=False, # class-agnostic NMS + augment=False, # augmented inference + visualize=False, # visualize features + half=False, # use FP16 half-precision inference + dnn=False, # use OpenCV DNN for ONNX inference +): + source = str(source) + is_file = Path(source).suffix[1:] in (IMG_FORMATS + VID_FORMATS) + is_url = source.lower().startswith(('rtsp://', 'rtmp://', 'http://', 'https://')) + webcam = source.isnumeric() or source.endswith('.txt') or (is_url and not is_file) + + # Load model + device = select_device(device) + model = DetectMultiBackend(weights, device=device, dnn=dnn, data=data, fp16=half) + stride, names, pt = model.stride, model.names, model.pt + imgsz = check_img_size(imgsz, s=stride) # check image size + + # Dataloader + dataset = LoadImages(source, img_size=imgsz, stride=stride, auto=pt) + + # Run inference + model.warmup(imgsz=(1 if pt or model.triton else 1, 3, *imgsz)) # warmup + results = [] + for path, im, im0s, vid_cap, s in dataset: + im = torch.from_numpy(im).to(model.device) + im = im.half() if model.fp16 else im.float() # uint8 to fp16/32 + im /= 255 # 0 - 255 to 0.0 - 1.0 + if len(im.shape) == 3: + im = im[None] # expand for batch dim + + # Inference + pred = model(im, augment=augment, visualize=visualize) + + # NMS + pred = non_max_suppression(pred, conf_thres, iou_thres, classes, agnostic_nms, max_det=max_det) + + # Process predictions + for det in pred: # per image + if len(det): + # Rescale boxes from img_size to im0 size + det[:, :4] = scale_boxes(im.shape[2:], det[:, :4], im0s.shape).round() + + # Collect results + for *xyxy, conf, cls in reversed(det): + results.append({ + "path": path, + "bbox": [int(x) for x in xyxy], + "conf": float(conf), + "cls": int(cls) + }) + return results + + +def detect_image(weights, source, data=None, imgsz=(640, 640), conf_thres=0.25, iou_thres=0.45, max_det=1000, device='', classes=None, agnostic_nms=False, augment=False, visualize=False, half=False, dnn=False): + return run( + weights=weights, + source=source, + data=data, + imgsz=imgsz, + conf_thres=conf_thres, + iou_thres=iou_thres, + max_det=max_det, + device=device, + classes=classes, + agnostic_nms=agnostic_nms, + augment=augment, + visualize=visualize, + half=half, + dnn=dnn, + ) diff --git a/finc_clone.py b/finc_clone.py new file mode 100644 index 000000000..c198049e4 --- /dev/null +++ b/finc_clone.py @@ -0,0 +1,45 @@ +import os +import hashlib + +def get_file_hash(file_path): + """Возвращает хеш содержимого файла.""" + hasher = hashlib.md5() + with open(file_path, 'rb') as f: + buf = f.read() + hasher.update(buf) + return hasher.hexdigest() + +def check_duplicate_labels(labels_dir): + # Проверяем, существует ли директория + if not os.path.exists(labels_dir): + print(f"Директория {labels_dir} не существует.") + return + + # Получаем список всех файлов лейблов + label_files = [f for f in os.listdir(labels_dir) if f.endswith('.txt')] + + # Создаем словарь для хранения хешей файлов + hash_dict = {} + + duplicates = [] + + for label_file in label_files: + label_path = os.path.join(labels_dir, label_file) + file_hash = get_file_hash(label_path) + + if file_hash in hash_dict: + duplicates.append((hash_dict[file_hash], label_file)) + else: + hash_dict[file_hash] = label_file + + if duplicates: + print("Найдены файлы с одинаковой разметкой:") + for original, duplicate in duplicates: + print(f"{duplicate} является дубликатом {original}") + else: + print("Дубликаты не найдены.") + +# Пример вызова функции +labels_dir = r"C:\Users\user\Desktop\reports_detect_dataset — копия\labels" + # укажите путь к вашей папке с лейблами +check_duplicate_labels(labels_dir) \ No newline at end of file diff --git a/runs_commants b/runs_commants new file mode 100644 index 000000000..7b7ae566e --- /dev/null +++ b/runs_commants @@ -0,0 +1 @@ + python train.py --batch 32 --epochs 5 --img 640 --device 0 --min-items 0 --data C:\Users\user\Desktop\data_and_weight\data\data.yaml --project C:/Users/user/Desktop/data_and_weight/ --weights C:/Users/user/Desktop/data_and_weight/gelan-c.pt --cfg models/detect/gelan-c.yaml --hyp hyp.scratch-high.yaml --workers 0 \ No newline at end of file diff --git a/split_dataset.py b/split_dataset.py new file mode 100644 index 000000000..94b7fe3b5 --- /dev/null +++ b/split_dataset.py @@ -0,0 +1,54 @@ +import os +import random +import shutil + +def split_dataset(images_dir, labels_dir, output_dir, train_ratio=0.7901, val_ratio=0.19, test_ratio=0.0201): + # Убедитесь, что пропорции суммируются до 1.0 + #assert train_ratio + val_ratio + test_ratio == 1.0, "Train, val, and test ratios must sum to 1.0" + + # Создание директорий для train, val и test + os.makedirs(os.path.join(output_dir, 'train', 'images'), exist_ok=True) + os.makedirs(os.path.join(output_dir, 'train', 'labels'), exist_ok=True) + os.makedirs(os.path.join(output_dir, 'val', 'images'), exist_ok=True) + os.makedirs(os.path.join(output_dir, 'val', 'labels'), exist_ok=True) + os.makedirs(os.path.join(output_dir, 'test', 'images'), exist_ok=True) + os.makedirs(os.path.join(output_dir, 'test', 'labels'), exist_ok=True) + + # Список всех файлов изображений + images = [f for f in os.listdir(images_dir) if os.path.isfile(os.path.join(images_dir, f))] + + # Перемешивание списка изображений + random.shuffle(images) + + # Определение количества файлов для каждой части + total_images = len(images) + train_count = int(total_images * train_ratio) + val_count = int(total_images * val_ratio) + test_count = total_images - train_count - val_count + + # Разделение файлов + train_images = images[:train_count] + val_images = images[train_count:train_count + val_count] + test_images = images[train_count + val_count:] + + # Функция для копирования файлов изображений и аннотаций + def copy_files(file_list, subset): + for image_file in file_list: + label_file = os.path.splitext(image_file)[0] + '.txt' + try: + shutil.copy(os.path.join(images_dir, image_file), os.path.join(output_dir, subset, 'images', image_file)) + shutil.copy(os.path.join(labels_dir, label_file), os.path.join(output_dir, subset, 'labels', label_file)) + except Exception as e: + print(f"Could not copy {image_file} or {label_file}: {e}") + + # Копирование файлов + copy_files(train_images, 'train') + copy_files(val_images, 'val') + copy_files(test_images, 'test') + + +# Пример использования скрипта +images_dir = r"C:\Users\user\Desktop\ddatas\data\images" +labels_dir = r"C:\Users\user\Desktop\ddatas\data\labels" +output_dir = r"C:\Users\user\Desktop\ddatas\datadatadata" +split_dataset(images_dir, labels_dir, output_dir) \ No newline at end of file diff --git a/test.py b/test.py new file mode 100644 index 000000000..28dcfc86a --- /dev/null +++ b/test.py @@ -0,0 +1,8 @@ +from detect_function import detect_image + +weights_path = r"C:\Users\user\Desktop\ddata\exp3\weights\best.pt" +image_path = r"C:\Users\user\Desktop\test_images" +results = detect_image(weights=weights_path, source=image_path) + +for res in results: + print(res) \ No newline at end of file From 8cda056d81c7cd268d715d66406f4a06da7bd722 Mon Sep 17 00:00:00 2001 From: sherstpasha Date: Thu, 23 May 2024 14:23:37 +0700 Subject: [PATCH 6/8] . --- detect_function.py | 58 ++++++++++++++++++++++++++------------------ utils/dataloaders.py | 30 +++++++++++++++++++++++ 2 files changed, 64 insertions(+), 24 deletions(-) diff --git a/detect_function.py b/detect_function.py index 27a0d79c6..efe710e35 100644 --- a/detect_function.py +++ b/detect_function.py @@ -11,19 +11,31 @@ ROOT = Path(os.path.relpath(ROOT, Path.cwd())) # relative from models.common import DetectMultiBackend -from utils.dataloaders import IMG_FORMATS, VID_FORMATS, LoadImages +from utils.dataloaders import IMG_FORMATS, VID_FORMATS, LoadImages, LoadCV2Image from utils.general import (Profile, check_img_size, non_max_suppression, scale_boxes) from utils.torch_utils import select_device, smart_inference_mode +from utils.augmentations import letterbox +import numpy as np +import cv2 + +def sort_boxes_by_center(boxes): + def center(box): + xmin, ymin, xmax, ymax = box['bbox'] + center_x = (xmin + xmax) / 2 + center_y = (ymin + ymax) / 2 + return center_y, center_x + return sorted(boxes, key=center) + @smart_inference_mode() def run( - weights=ROOT / 'yolo.pt', # model path or triton URL - source=ROOT / 'data/images', # file/dir/URL/glob/screen/0(webcam) - data=ROOT / 'data/coco.yaml', # dataset.yaml path + weights=Path('C:/Users/user/Desktop/yolov9/yolo.pt'), # model path or triton URL + source=None, # file/dir/URL/glob/screen/0(webcam) or numpy image + data=Path('C:/Users/user/Desktop/yolov9/data/coco.yaml'), # dataset.yaml path imgsz=(640, 640), # inference size (height, width) conf_thres=0.25, # confidence threshold - iou_thres=0.45, # NMS IoU threshold + iou_thres=0.45, # NMS IOU threshold max_det=1000, # maximum detections per image device='', # cuda device, i.e. 0 or 0,1,2,3 or cpu classes=None, # filter by class: --class 0, or --class 0 2 3 @@ -31,23 +43,23 @@ def run( augment=False, # augmented inference visualize=False, # visualize features half=False, # use FP16 half-precision inference - dnn=False, # use OpenCV DNN for ONNX inference + dnn=False, # use OpenCV DNN for ONNX inference, + sort_boxes=False # sort boxes by center if True ): - source = str(source) - is_file = Path(source).suffix[1:] in (IMG_FORMATS + VID_FORMATS) - is_url = source.lower().startswith(('rtsp://', 'rtmp://', 'http://', 'https://')) - webcam = source.isnumeric() or source.endswith('.txt') or (is_url and not is_file) - - # Load model device = select_device(device) model = DetectMultiBackend(weights, device=device, dnn=dnn, data=data, fp16=half) stride, names, pt = model.stride, model.names, model.pt imgsz = check_img_size(imgsz, s=stride) # check image size - # Dataloader - dataset = LoadImages(source, img_size=imgsz, stride=stride, auto=pt) + if isinstance(source, np.ndarray): + dataset = LoadCV2Image(source, img_size=imgsz, stride=stride, auto=True) + else: + source = str(source) + is_file = Path(source).suffix[1:] in (IMG_FORMATS + VID_FORMATS) + is_url = source.lower().startswith(('rtsp://', 'rtmp://', 'http://', 'https://')) + webcam = source.isnumeric() or source.endswith('.txt') or (is_url and not is_file) + dataset = LoadImages(source, img_size=imgsz, stride=stride, auto=pt) - # Run inference model.warmup(imgsz=(1 if pt or model.triton else 1, 3, *imgsz)) # warmup results = [] for path, im, im0s, vid_cap, s in dataset: @@ -57,19 +69,12 @@ def run( if len(im.shape) == 3: im = im[None] # expand for batch dim - # Inference pred = model(im, augment=augment, visualize=visualize) - - # NMS pred = non_max_suppression(pred, conf_thres, iou_thres, classes, agnostic_nms, max_det=max_det) - # Process predictions for det in pred: # per image if len(det): - # Rescale boxes from img_size to im0 size det[:, :4] = scale_boxes(im.shape[2:], det[:, :4], im0s.shape).round() - - # Collect results for *xyxy, conf, cls in reversed(det): results.append({ "path": path, @@ -77,10 +82,14 @@ def run( "conf": float(conf), "cls": int(cls) }) + + if sort_boxes: + results = sort_boxes_by_center(results) + return results -def detect_image(weights, source, data=None, imgsz=(640, 640), conf_thres=0.25, iou_thres=0.45, max_det=1000, device='', classes=None, agnostic_nms=False, augment=False, visualize=False, half=False, dnn=False): +def detect_image(weights, source, data=None, imgsz=(640, 640), conf_thres=0.25, iou_thres=0.45, max_det=1000, device='', classes=None, agnostic_nms=False, augment=False, visualize=False, half=False, dnn=False, sort_boxes=False): return run( weights=weights, source=source, @@ -96,4 +105,5 @@ def detect_image(weights, source, data=None, imgsz=(640, 640), conf_thres=0.25, visualize=visualize, half=half, dnn=dnn, - ) + sort_boxes=sort_boxes + ) \ No newline at end of file diff --git a/utils/dataloaders.py b/utils/dataloaders.py index 776042999..4f95471d7 100644 --- a/utils/dataloaders.py +++ b/utils/dataloaders.py @@ -334,6 +334,36 @@ def _cv2_rotate(self, im): def __len__(self): return self.nf # number of files +class LoadCV2Image: + def __init__(self, image, img_size=640, stride=32, auto=True, transforms=None): + self.img_size = img_size + self.stride = stride + self.files = [image] + self.nf = 1 # number of files + self.mode = 'image' + self.auto = auto + self.transforms = transforms # optional + + def __iter__(self): + self.count = 0 + return self + + def __next__(self): + if self.count == self.nf: + raise StopIteration + im0 = self.files[self.count] # BGR + s = f'image {self.count + 1}/{self.nf}' + + if self.transforms: + im = self.transforms(im0) # transforms + else: + im = letterbox(im0, self.img_size, stride=self.stride, auto=self.auto)[0] # padded resize + im = im.transpose((2, 0, 1))[::-1] # HWC to CHW, BGR to RGB + im = np.ascontiguousarray(im) # contiguous + + self.count += 1 + return s, im, im0, None, s + class LoadStreams: # YOLOv5 streamloader, i.e. `python detect.py --source 'rtsp://example.com/media.mp4' # RTSP, RTMP, HTTP streams` From 52b7cae51c5f9f36b0359e9805d810333b9a4639 Mon Sep 17 00:00:00 2001 From: sherstpasha Date: Sun, 21 Jul 2024 22:30:58 +0700 Subject: [PATCH 7/8] . --- PSGUI.py | 187 ++++++++++++++++++++++++++++++++++++++++ detect_function.py | 85 +++++++++++------- detect_function_dual.py | 143 ++++++++++++++++++++++++++++++ gradio_main.py | 180 ++++++++++++++++++++++++++++++++++++++ gradio_main_old.py | 132 ++++++++++++++++++++++++++++ output.jpg | Bin 0 -> 50054 bytes test_detect.py | 9 ++ 7 files changed, 707 insertions(+), 29 deletions(-) create mode 100644 PSGUI.py create mode 100644 detect_function_dual.py create mode 100644 gradio_main.py create mode 100644 gradio_main_old.py create mode 100644 output.jpg create mode 100644 test_detect.py diff --git a/PSGUI.py b/PSGUI.py new file mode 100644 index 000000000..b5d804bd1 --- /dev/null +++ b/PSGUI.py @@ -0,0 +1,187 @@ +import sys +from PyQt5 import QtWidgets, QtGui +from PyQt5.QtWidgets import ( + QFileDialog, + QLabel, + QVBoxLayout, + QHBoxLayout, + QPushButton, + QSlider, + QWidget, + QApplication, +) +from PyQt5.QtCore import Qt +from PIL import Image, ImageDraw, ImageFont +import zipfile +from pathlib import Path +import pandas as pd +from tqdm import tqdm +from detect_function_dual import detect_image_dual +from detect_function import detect_image + +# Переключатель для выбора функции детекции +use_dual_function = ( + True # Установите в False для использования стандартной функции детекции +) + +# Путь к весам модели +weight_path = ( + r"C:\Users\pasha\OneDrive\Рабочий стол\yolo_weights\yolo_word_detectino21.pt" +) + + +class MainApp(QWidget): + def __init__(self): + super().__init__() + + self.initUI() + + def initUI(self): + self.setWindowTitle("YOLO Detection") + self.setGeometry(100, 100, 800, 600) + + layout = QVBoxLayout() + + self.imageLabel = QLabel(self) + self.imageLabel.setAlignment(Qt.AlignCenter) + layout.addWidget(self.imageLabel) + + self.loadButton = QPushButton("Load Image or Zip", self) + self.loadButton.clicked.connect(self.loadFile) + layout.addWidget(self.loadButton) + + self.confSlider = QSlider(Qt.Horizontal) + self.confSlider.setRange(0, 100) + self.confSlider.setValue(25) + self.confSlider.setTickInterval(5) + self.confSlider.setTickPosition(QSlider.TicksBelow) + layout.addWidget(QLabel("Confidence Threshold")) + layout.addWidget(self.confSlider) + + self.iouSlider = QSlider(Qt.Horizontal) + self.iouSlider.setRange(0, 100) + self.iouSlider.setValue(45) + self.iouSlider.setTickInterval(5) + self.iouSlider.setTickPosition(QSlider.TicksBelow) + layout.addWidget(QLabel("IoU Threshold")) + layout.addWidget(self.iouSlider) + + self.processButton = QPushButton("Process", self) + self.processButton.clicked.connect(self.processFile) + layout.addWidget(self.processButton) + + self.setLayout(layout) + + def draw_boxes(self, image, results): + draw = ImageDraw.Draw(image) + font = ImageFont.load_default() + for result in results: + x1, y1, x2, y2 = result["bbox"] + confidence = result["conf"] + class_id = result["cls"] + draw.rectangle([x1, y1, x2, y2], outline="red", width=2) + text = f"Class {int(class_id)} {confidence:.2f}" + text_size = draw.textbbox((0, 0), text, font=font) + text_location = [x1, y1 - text_size[3]] + if text_location[1] < 0: + text_location[1] = y1 + text_size[3] + draw.rectangle([x1, y1 - text_size[3], x1 + text_size[2], y1], fill="red") + draw.text((x1, y1 - text_size[3]), text, fill="white", font=font) + return image + + def loadFile(self): + options = QFileDialog.Options() + fileName, _ = QFileDialog.getOpenFileName( + self, + "Open Image or Zip", + "", + "Images (*.png *.xpm *.jpg);;Zip Files (*.zip)", + options=options, + ) + if fileName: + self.filePath = fileName + self.imageLabel.setPixmap(QtGui.QPixmap(fileName)) + + def processFile(self): + if not hasattr(self, "filePath"): + QtWidgets.QMessageBox.warning(self, "Error", "No file loaded") + return + + conf_thres = self.confSlider.value() / 100 + iou_thres = self.iouSlider.value() / 100 + file_path = Path(self.filePath) + detection_function = detect_image_dual if use_dual_function else detect_image + + if file_path.suffix in [".jpg", ".jpeg", ".png"]: + try: + results = detection_function( + weight_path, + file_path, + device="cpu", + conf_thres=conf_thres, + iou_thres=iou_thres, + ) + image = Image.open(file_path) + detected_image = self.draw_boxes(image, results) + detected_image.save("output.jpg") + self.imageLabel.setPixmap(QtGui.QPixmap("output.jpg")) + except Exception as e: + QtWidgets.QMessageBox.critical( + self, "Error", f"Error processing image: {str(e)}" + ) + elif file_path.suffix in [".zip"]: + try: + with zipfile.ZipFile(file_path, "r") as zip_ref: + zip_ref.extractall("temp_images") + detected_results = [] + csv_data = [] + image_files = list(Path("temp_images").glob("*")) + for img_path in tqdm(image_files, desc="Processing Images"): + if img_path.suffix in [".jpg", ".jpeg", ".png"]: + try: + results = detection_function( + weight_path, + img_path, + device="cpu", + conf_thres=conf_thres, + iou_thres=iou_thres, + ) + image = Image.open(img_path) + detected_image = self.draw_boxes(image, results) + detected_results.append(detected_image) + for result in results: + box = result["bbox"] + confidence = result["conf"] + class_id = result["cls"] + csv_data.append( + [img_path.name, int(class_id), confidence, *box] + ) + except Exception as e: + print(f"Error processing image {img_path}: {str(e)}") + + csv_df = pd.DataFrame( + csv_data, + columns=["Filename", "Class", "Confidence", "X1", "Y1", "X2", "Y2"], + ) + save_path, _ = QFileDialog.getSaveFileName( + self, "Save CSV", "", "CSV Files (*.csv)" + ) + if save_path: + csv_df.to_csv(save_path, index=False) + else: + QtWidgets.QMessageBox.information( + self, "Cancelled", "CSV save cancelled" + ) + except Exception as e: + QtWidgets.QMessageBox.critical( + self, "Error", f"Error processing archive: {str(e)}" + ) + else: + QtWidgets.QMessageBox.warning(self, "Error", "Unsupported file format") + + +if __name__ == "__main__": + app = QApplication(sys.argv) + mainApp = MainApp() + mainApp.show() + sys.exit(app.exec_()) diff --git a/detect_function.py b/detect_function.py index efe710e35..e2dba1ad1 100644 --- a/detect_function.py +++ b/detect_function.py @@ -12,7 +12,7 @@ from models.common import DetectMultiBackend from utils.dataloaders import IMG_FORMATS, VID_FORMATS, LoadImages, LoadCV2Image -from utils.general import (Profile, check_img_size, non_max_suppression, scale_boxes) +from utils.general import Profile, check_img_size, non_max_suppression, scale_boxes from utils.torch_utils import select_device, smart_inference_mode from utils.augmentations import letterbox @@ -20,31 +20,34 @@ import numpy as np import cv2 + def sort_boxes_by_center(boxes): def center(box): - xmin, ymin, xmax, ymax = box['bbox'] + xmin, ymin, xmax, ymax = box["bbox"] center_x = (xmin + xmax) / 2 center_y = (ymin + ymax) / 2 return center_y, center_x + return sorted(boxes, key=center) + @smart_inference_mode() def run( - weights=Path('C:/Users/user/Desktop/yolov9/yolo.pt'), # model path or triton URL - source=None, # file/dir/URL/glob/screen/0(webcam) or numpy image - data=Path('C:/Users/user/Desktop/yolov9/data/coco.yaml'), # dataset.yaml path - imgsz=(640, 640), # inference size (height, width) - conf_thres=0.25, # confidence threshold - iou_thres=0.45, # NMS IOU threshold - max_det=1000, # maximum detections per image - device='', # cuda device, i.e. 0 or 0,1,2,3 or cpu - classes=None, # filter by class: --class 0, or --class 0 2 3 - agnostic_nms=False, # class-agnostic NMS - augment=False, # augmented inference - visualize=False, # visualize features - half=False, # use FP16 half-precision inference - dnn=False, # use OpenCV DNN for ONNX inference, - sort_boxes=False # sort boxes by center if True + weights=Path("C:/Users/user/Desktop/yolov9/yolo.pt"), # model path or triton URL + source=None, # file/dir/URL/glob/screen/0(webcam) or numpy image + data=Path("C:/Users/user/Desktop/yolov9/data/coco.yaml"), # dataset.yaml path + imgsz=(640, 640), # inference size (height, width) + conf_thres=0.25, # confidence threshold + iou_thres=0.45, # NMS IOU threshold + max_det=1000, # maximum detections per image + device="", # cuda device, i.e. 0 or 0,1,2,3 or cpu + classes=None, # filter by class: --class 0, or --class 0 2 3 + agnostic_nms=False, # class-agnostic NMS + augment=False, # augmented inference + visualize=False, # visualize features + half=False, # use FP16 half-precision inference + dnn=False, # use OpenCV DNN for ONNX inference, + sort_boxes=False, # sort boxes by center if True ): device = select_device(device) model = DetectMultiBackend(weights, device=device, dnn=dnn, data=data, fp16=half) @@ -56,8 +59,12 @@ def run( else: source = str(source) is_file = Path(source).suffix[1:] in (IMG_FORMATS + VID_FORMATS) - is_url = source.lower().startswith(('rtsp://', 'rtmp://', 'http://', 'https://')) - webcam = source.isnumeric() or source.endswith('.txt') or (is_url and not is_file) + is_url = source.lower().startswith( + ("rtsp://", "rtmp://", "http://", "https://") + ) + webcam = ( + source.isnumeric() or source.endswith(".txt") or (is_url and not is_file) + ) dataset = LoadImages(source, img_size=imgsz, stride=stride, auto=pt) model.warmup(imgsz=(1 if pt or model.triton else 1, 3, *imgsz)) # warmup @@ -70,18 +77,22 @@ def run( im = im[None] # expand for batch dim pred = model(im, augment=augment, visualize=visualize) - pred = non_max_suppression(pred, conf_thres, iou_thres, classes, agnostic_nms, max_det=max_det) + pred = non_max_suppression( + pred, conf_thres, iou_thres, classes, agnostic_nms, max_det=max_det + ) for det in pred: # per image if len(det): det[:, :4] = scale_boxes(im.shape[2:], det[:, :4], im0s.shape).round() for *xyxy, conf, cls in reversed(det): - results.append({ - "path": path, - "bbox": [int(x) for x in xyxy], - "conf": float(conf), - "cls": int(cls) - }) + results.append( + { + "path": path, + "bbox": [int(x) for x in xyxy], + "conf": float(conf), + "cls": int(cls), + } + ) if sort_boxes: results = sort_boxes_by_center(results) @@ -89,7 +100,23 @@ def run( return results -def detect_image(weights, source, data=None, imgsz=(640, 640), conf_thres=0.25, iou_thres=0.45, max_det=1000, device='', classes=None, agnostic_nms=False, augment=False, visualize=False, half=False, dnn=False, sort_boxes=False): +def detect_image( + weights, + source, + data=None, + imgsz=(640, 640), + conf_thres=0.25, + iou_thres=0.45, + max_det=1000, + device="", + classes=None, + agnostic_nms=False, + augment=False, + visualize=False, + half=False, + dnn=False, + sort_boxes=False, +): return run( weights=weights, source=source, @@ -105,5 +132,5 @@ def detect_image(weights, source, data=None, imgsz=(640, 640), conf_thres=0.25, visualize=visualize, half=half, dnn=dnn, - sort_boxes=sort_boxes - ) \ No newline at end of file + sort_boxes=sort_boxes, + ) diff --git a/detect_function_dual.py b/detect_function_dual.py new file mode 100644 index 000000000..8067a0ee7 --- /dev/null +++ b/detect_function_dual.py @@ -0,0 +1,143 @@ +import os +import sys +from pathlib import Path + +import torch + +FILE = Path(__file__).resolve() +ROOT = FILE.parents[0] # YOLO root directory +if str(ROOT) not in sys.path: + sys.path.append(str(ROOT)) # add ROOT to PATH +ROOT = Path(os.path.relpath(ROOT, Path.cwd())) # relative + +from models.common import DetectMultiBackend +from utils.dataloaders import ( + IMG_FORMATS, + VID_FORMATS, + LoadImages, + LoadScreenshots, + LoadStreams, +) +from utils.general import ( + check_file, + check_img_size, + non_max_suppression, + scale_boxes, + strip_optimizer, + xyxy2xywh, + LOGGER, +) +from utils.plots import Annotator, colors, save_one_box +from utils.torch_utils import select_device, smart_inference_mode + + +@smart_inference_mode() +def run_detect( + weights, # model path(s) + source, # file/dir/URL/glob/screen/0(webcam) + data=None, # dataset.yaml path, can be None for detection only + imgsz=640, # inference size (pixels) + conf_thres=0.25, # confidence threshold + iou_thres=0.45, # NMS IoU threshold + max_det=1000, # maximum detections per image + device="", # cuda device, i.e. 0 or 0,1,2,3 or cpu + half=False, # use FP16 half-precision inference + dnn=False, # use OpenCV DNN for ONNX inference + sort_boxes=False, # sort boxes by center if True +): + source = str(source) + is_file = Path(source).suffix[1:] in (IMG_FORMATS + VID_FORMATS) + is_url = source.lower().startswith(("rtsp://", "rtmp://", "http://", "https://")) + webcam = source.isnumeric() or source.endswith(".txt") or (is_url and not is_file) + screenshot = source.lower().startswith("screen") + if is_url and is_file: + source = check_file(source) # download + + # Load model + device = select_device(device) + model = DetectMultiBackend(weights, device=device, dnn=dnn, data=data, fp16=half) + stride, names, pt = model.stride, model.names, model.pt + imgsz = check_img_size(imgsz, s=stride) # check image size + + # Dataloader + if webcam: + dataset = LoadStreams(source, img_size=imgsz, stride=stride, auto=pt) + elif screenshot: + dataset = LoadScreenshots(source, img_size=imgsz, stride=stride, auto=pt) + else: + dataset = LoadImages(source, img_size=imgsz, stride=stride, auto=pt) + + # Run inference + model.warmup(imgsz=(1 if pt else len(dataset), 3, *imgsz)) # warmup + results = [] + for path, im, im0s, vid_cap, s in dataset: + im = torch.from_numpy(im).to(model.device) + im = im.half() if model.fp16 else im.float() # uint8 to fp16/32 + im /= 255 # 0 - 255 to 0.0 - 1.0 + if len(im.shape) == 3: + im = im[None] # expand for batch dim + + # Inference + pred = model(im, augment=False, visualize=False) + pred = non_max_suppression(pred[0][1], conf_thres, iou_thres, max_det=max_det) + + # Process predictions + for i, det in enumerate(pred): # per image + p, im0 = path, im0s + if webcam: # batch_size >= 1 + p, im0 = path[i], im0s[i] + + p = Path(p) # to Path + gn = torch.tensor(im0.shape)[[1, 0, 1, 0]] # normalization gain whwh + imc = im0.copy() # for save_crop + + if len(det): + det[:, :4] = scale_boxes(im.shape[2:], det[:, :4], im0.shape).round() + for *xyxy, conf, cls in reversed(det): + results.append( + { + "path": str(p), + "bbox": [int(x) for x in xyxy], + "conf": float(conf), + "cls": int(cls), + } + ) + + if sort_boxes: + results = sorted( + results, + key=lambda x: ( + (x["bbox"][0] + x["bbox"][2]) / 2, + (x["bbox"][1] + x["bbox"][3]) / 2, + ), + ) + + return results + + +def detect_image_dual( + weights, + source, + data=None, # make data optional + imgsz=(640, 640), + conf_thres=0.25, + iou_thres=0.45, + max_det=1000, + device="", + half=False, + dnn=False, + sort_boxes=False, +): + return run_detect( + weights=weights, + source=source, + data=data, + imgsz=imgsz, + conf_thres=conf_thres, + iou_thres=iou_thres, + max_det=max_det, + device=device, + half=half, + dnn=dnn, + sort_boxes=sort_boxes, + ) diff --git a/gradio_main.py b/gradio_main.py new file mode 100644 index 000000000..b89b0bd51 --- /dev/null +++ b/gradio_main.py @@ -0,0 +1,180 @@ +import gradio as gr +import zipfile +from pathlib import Path +from PIL import Image, ImageDraw, ImageFont +import tkinter as tk +from tkinter import filedialog +import pandas as pd +from tqdm import tqdm +from detect_function_dual import detect_image_dual +from detect_function import detect_image + +# Переключатель для выбора функции детекции +use_dual_function = ( + True # Установите в False для использования стандартной функции детекции +) + +# Путь к весам модели +weight_path = ( + r"C:\Users\pasha\OneDrive\Рабочий стол\yolo_weights\yolo_word_detectino21.pt" +) + + +# Функция для рисования боксов на изображении +def draw_boxes(image, results): + draw = ImageDraw.Draw(image) + font = ImageFont.load_default() + for result in results: + x1, y1, x2, y2 = result["bbox"] + confidence = result["conf"] + class_id = result["cls"] + draw.rectangle([x1, y1, x2, y2], outline="red", width=2) + text = f"Class {int(class_id)} {confidence:.2f}" + text_size = draw.textbbox((0, 0), text, font=font) + text_location = [x1, y1 - text_size[3]] + if text_location[1] < 0: + text_location[1] = y1 + text_size[3] + draw.rectangle([x1, y1 - text_size[3], x1 + text_size[2], y1], fill="red") + draw.text((x1, y1 - text_size[3]), text, fill="white", font=font) + return image + + +# Функция для обработки одного файла +def process_file(file, conf_thres, iou_thres): + if file is None or not file.name: + print("Файл не предоставлен") + return None + + try: + file_path = Path(file.name) + detection_function = detect_image_dual if use_dual_function else detect_image + + print( + f"Используется функция: {'detect_image_dual' if use_dual_function else 'detect_image'}" + ) + print(f"Параметры: conf_thres={conf_thres}, iou_thres={iou_thres}") + print(f"Обрабатываемый файл: {file_path}") + + if file_path.suffix in [".jpg", ".jpeg", ".png"]: + try: + print(f"Обработка изображения: {file_path}") + results = detection_function( + weight_path, + file_path, + device="cpu", + conf_thres=conf_thres, + iou_thres=iou_thres, + ) + print(f"Результаты детекции: {results}") + image = Image.open(file) + detected_image = draw_boxes(image, results) + return detected_image + except Exception as e: + print(f"Произошла ошибка при обработке изображения: {str(e)}") + return None + elif file_path.suffix in [".zip"]: + try: + with zipfile.ZipFile(file, "r") as zip_ref: + zip_ref.extractall("temp_images") + detected_results = [] + csv_data = [] + image_files = list(Path("temp_images").glob("*")) + for img_path in tqdm(image_files, desc="Обработка изображений"): + if img_path.suffix in [".jpg", ".jpeg", ".png"]: + try: + print(f"Обработка изображения из архива: {img_path}") + results = detection_function( + weight_path, + img_path, + device="cpu", + conf_thres=conf_thres, + iou_thres=iou_thres, + ) + print( + f"Результаты детекции для {img_path}: {results.keys()}" + ) + image = Image.open(img_path) + detected_image = draw_boxes(image, results) + detected_results.append(detected_image) + # Добавляем информацию о боксах в CSV данные + for result in results: + box = result["bbox"] + confidence = result["conf"] + class_id = result["cls"] + csv_data.append( + [ + img_path.name, + int(class_id), + confidence, + *box, + ] + ) + except Exception as e: + print( + f"Произошла ошибка при обработке изображения {img_path}: {str(e)}" + ) + + csv_df = pd.DataFrame( + csv_data, + columns=["Filename", "Class", "Confidence", "X1", "Y1", "X2", "Y2"], + ) + + # Открытие окна выбора пути для сохранения CSV файла + root = tk.Tk() + root.withdraw() + root.lift() # Поднятие окна поверх других + root.attributes("-topmost", True) + default_filename = f"{file_path.stem}_results.csv" + save_path = filedialog.asksaveasfilename( + initialfile=default_filename, + defaultextension=".csv", + filetypes=[("CSV files", "*.csv")], + ) + + if save_path: + print(f"Сохранение CSV файла в: {save_path}") + csv_df.to_csv(save_path, index=False) + return None + else: + print("Сохранение CSV файла отменено") + return None + except Exception as e: + print(f"Произошла ошибка при обработке архива: {str(e)}") + return None + else: + print("Неподдерживаемый формат файла.") + return None + except Exception as e: + print(f"Произошла общая ошибка: {str(e)}") + return None + + +def reset_interface(): + return None + + +# Gradio интерфейс +with gr.Blocks() as demo: + with gr.Row(): + file_input = gr.File( + label="Загрузите изображение или архив", file_count="single" + ) + with gr.Column(): + conf_thres_input = gr.Slider(0, 1, value=0.25, label="Confidence Threshold") + iou_thres_input = gr.Slider(0, 1, value=0.45, label="IoU Threshold") + + output_image = gr.Image(label="Детектированное изображение") + + def process_file_wrapper(file, conf_thres, iou_thres): + return process_file(file, conf_thres, iou_thres) + + file_input.change( + process_file_wrapper, + inputs=[file_input, conf_thres_input, iou_thres_input], + outputs=[output_image], + ) + + file_input.clear(fn=reset_interface, inputs=None, outputs=[output_image]) + +# Запуск интерфейса с параметром share=False +demo.launch(share=False) diff --git a/gradio_main_old.py b/gradio_main_old.py new file mode 100644 index 000000000..cbc26a6d2 --- /dev/null +++ b/gradio_main_old.py @@ -0,0 +1,132 @@ +import gradio as gr +import zipfile +import os +from pathlib import Path +from PIL import Image, ImageDraw, ImageFont +import yolov9 +import tkinter as tk +from tkinter import filedialog +import numpy as np +import pandas as pd +from tqdm import tqdm + +# Загрузка модели YOLOv9 +model = yolov9.load( + r"C:\Users\pasha\OneDrive\Рабочий стол\yolo_weights\yolo_word_detectino21.pt", + device="cpu", +) +model.conf = 0.25 # Порог уверенности NMS +model.iou = 0.45 # Порог IoU NMS + + +def draw_boxes(image, boxes, confidences, class_ids, class_names): + draw = ImageDraw.Draw(image) + font = ImageFont.load_default() + for box, confidence, class_id in zip(boxes, confidences, class_ids): + x1, y1, x2, y2 = box + draw.rectangle([x1, y1, x2, y2], outline="red", width=2) + text = f"{class_names[int(class_id)]} {confidence:.2f}" + text_size = draw.textbbox((0, 0), text, font=font) + text_location = [x1, y1 - text_size[3]] + if text_location[1] < 0: + text_location[1] = y1 + text_size[3] + draw.rectangle([x1, y1 - text_size[3], x1 + text_size[2], y1], fill="red") + draw.text((x1, y1 - text_size[3]), text, fill="white", font=font) + return image + + +def process_file(file): + if file is None: + return None + + file_path = Path(file.name) + class_names = model.names # Получаем названия классов + if file_path.suffix in [".jpg", ".jpeg", ".png"]: + # Если файл - изображение + image = Image.open(file) + results = model(np.array(image)) + boxes = results.pred[0][:, :4].cpu().numpy() # Получаем координаты боксов + confidences = results.pred[0][:, 4].cpu().numpy() # Получаем уверенности + class_ids = ( + results.pred[0][:, 5].cpu().numpy() + ) # Получаем идентификаторы классов + detected_image = draw_boxes(image, boxes, confidences, class_ids, class_names) + return detected_image + elif file_path.suffix in [".zip"]: + try: + with zipfile.ZipFile(file, "r") as zip_ref: + zip_ref.extractall("temp_images") + detected_results = [] + csv_data = [] + image_files = list(Path("temp_images").glob("*")) + for img_path in tqdm(image_files, desc="Обработка изображений"): + if img_path.suffix in [".jpg", ".jpeg", ".png"]: + image = Image.open(img_path) + results = model(np.array(image)) + boxes = ( + results.pred[0][:, :4].cpu().numpy() + ) # Получаем координаты боксов + confidences = ( + results.pred[0][:, 4].cpu().numpy() + ) # Получаем уверенности + class_ids = ( + results.pred[0][:, 5].cpu().numpy() + ) # Получаем идентификаторы классов + detected_image = draw_boxes( + image, boxes, confidences, class_ids, class_names + ) + detected_results.append(detected_image) + # Добавляем информацию о боксах в CSV данные + for box, confidence, class_id in zip(boxes, confidences, class_ids): + csv_data.append( + [ + img_path.name, + class_names[int(class_id)], + confidence, + *box, + ] + ) + + csv_df = pd.DataFrame( + csv_data, + columns=["Filename", "Class", "Confidence", "X1", "Y1", "X2", "Y2"], + ) + + # Открытие окна выбора пути для сохранения CSV файла + root = tk.Tk() + root.withdraw() + root.lift() # Поднятие окна поверх других + root.attributes("-topmost", True) + default_filename = f"{file_path.stem}_results.csv" + save_path = filedialog.asksaveasfilename( + initialfile=default_filename, + defaultextension=".csv", + filetypes=[("CSV files", "*.csv")], + ) + + if save_path: + csv_df.to_csv(save_path, index=False) + return None + else: + return None + except Exception as e: + print(f"Произошла ошибка при обработке архива: {str(e)}") + return None + else: + print("Неподдерживаемый формат файла.") + return None + + +# Gradio интерфейс +with gr.Blocks() as demo: + with gr.Row(): + file_input = gr.File( + label="Загрузите изображение или архив", file_count="single" + ) + + output_image = gr.Image(label="Детектированное изображение") + + file_input.change(process_file, inputs=file_input, outputs=[output_image]) + +# Запуск интерфейса с параметром share=True +demo.launch(share=False) diff --git a/output.jpg b/output.jpg new file mode 100644 index 0000000000000000000000000000000000000000..70dd2dfe555cf8609fe82584c32157b5e6c0ce80 GIT binary patch literal 50054 zcmbTdbyOTd(>^*#aJN9P;10o^g%I4`CAb79I4pz!K^G@D2@u@f0>Rzg-Q9J$`+o25 z>RpFlVFD)kxz`+3k9P9(UE&-AN3K9}B(i;?HWMouS z6f_J1Obm2%3=%wiYy$FkloaIe$jIK)vNOD=W~Ct`W8`OI{lLk?!$Zj+C@R1u!p_aZ z^`B1QP*G7a&@qTHF^RdT$f&sfKVPpM04@sr5`ZE(Bab zalcS#K34rBRG&Df@b zeRB&-D{C8DJ2&^Q9-dy_KEdBZLc@N9N5m&2CMBo*OilZpo0tEmps=X8x~8_SzM-+H zxwEUgr?;&0wVH%aKXWQ!oCQ&h;OJkk?*hFkrd(9CrL zjfj?KgYM!#(EbP6|2tsc{(m9+KY;z8xE28n1UT5_A>aZapit`-Xur2g*xRSPDH;GS zaPyd!e?97;&PrZwy?lN?;HE#jNiFig+Gm=7@DgW=`i_b+di5~zG&M1{Y3G>nWrPYn zgW#DF9<+-6VE;I2W!~9-q@I}z)l3kIvj)>0`;g918 zehXpGwK*dnwnliKgL;S4l(EklbC6zsJA-ENm@wkAJhMl$kYpH{JTC5t0% zYk&{;`C88G>E{OxkDzHb(yO4lbq^S38CA5`-++nZn#OJ*5RhtuBuyaHnOYE6fxLOOFhKwS!u6pWI4RcbZg z565BqOqj<7_nMUXA8``yT$BZre<>j}-Zs1DY)J8+Ff0-cmI4R zD0X8g=Fh}$9TjwwV-a$>u&!AoHuKb5f<)8E(?mXx-5JRCQsxq6mA?1UTTtUfD;QjJ zKN+tA?u?{*`(|0(l#?ghHatChwCEe$9#5_?zsK(mJ+4k{#56oDa=S`bxPzNqa0PuJ z8|pYk9mgUy$ZOko2FGhuWk*`2@L38lHu&+c;|q4a@CmNl720ns5QI|RaNYkE=$^Ti0};RasF|>qnpWy$~1szIC3%Zn(%LFV}GKC%+4+i$YXMXQ%Hx z%~n|a0VyC6V+y}W01JEa+xiX7MQIhiuladCX4atSK7y<~va-ZAPs`J}SY2vM#*Rvz zzz0ze$Y{{pt`cWKCv$n_8A=YZn=C%-ZJzvjk5SQmT;Jh;yP3P#w;<*mN}AI+=nZL@ z%`}w9hFhKk*{%%2)0^R$Tw<5TnkE=I7N?S$K`3}&97j#{rLf$jS35z)8l%cIk2Lkt zN4uPeOT$y3`iEPx`Mo+E@w)8#6PmdgHU{!+U>~{a)2vlqc5{DM)8n|J#mnuZhQy-S zWq@D~j?eK}0S|`f>65VafhuoL>lbag30)5cq^!v#(7(q?!(Ar#p8CpfXD18X$kB2h z7&=2((i&(4+vcP-2YS=#5zWGv!(=XBGns^K)>e+TxlcU8LYp*R0R#flNNTs+pBD#> znv0G>*2R*!tb-S<<9X7u5#<)X;WG-(3SJfM#5iO=1rTbK$i=kvnsjU60$3Sz8n_~+cZDE zD+7HwyBLNU+L~tW-qMTSU&zKDl&PZ

Интерфейс обнаружения объектов

") + + with gr.Row(): + with gr.Column(): + file_input = gr.File( + label="Загрузите изображения", + file_count="multiple", # Разрешаем загружать несколько файлов + type="filepath", # Используем 'filepath', чтобы получить пути к файлам + ) + submit_button = gr.Button("Обработать") + + with gr.Column(): + gallery_state = gr.State([]) # Для хранения изображений + output_image = gr.Gallery(label="Галерея изображений") + + submit_button.click( + process_files, + inputs=[file_input, gallery_state], + outputs=[output_image, file_input], + ) + + demo.load(fn=reset_interface, outputs=[gallery_state, file_input]) + +demo.launch(share=True) diff --git a/predct_images.py b/predct_images.py new file mode 100644 index 000000000..55b80ba90 --- /dev/null +++ b/predct_images.py @@ -0,0 +1,136 @@ +import os +from pathlib import Path +from PIL import Image, ImageDraw, ImageFont +import shutil +from detect_function_dual import detect_image_dual +from detect_function import detect_image + +# Путь к весам модели +weight_path = r"C:\Users\user\Desktop\crispi_defects\data\exp3\weights\best.pt" + +# Заданные в коде названия классов +class_names = ["Вмятина", "На проволоке", "Накол"] + +# Расширенный список цветов для каждого класса +default_colors = [ + "#000000", # Чёрный + "#00008B", # Тёмно-синий + "#8B0000", # Тёмно-красный + "#006400", # Тёмно-зелёный + "#4B0082", # Индиго + "#2F4F4F", # Тёмный серо-зелёный + "#8B008B", # Тёмная магента + "#8B4513", # Седло-коричневый + "#800000", # Бордовый + "#483D8B", # Тёмный серо-синий + "#4682B4", # Стальной синий + "#556B2F", # Тёмный оливковый + "#6A5ACD", # Сланцевый синий + "#2E8B57", # Морская волна + "#A0522D", # Сиенна +] + +# Функция для рисования легенды на изображении +def draw_legend(image, class_names, colors, font): + draw = ImageDraw.Draw(image, "RGBA") + padding = 10 + + # Вычисляем высоту легенды и ширину на основе размеров текста + legend_height = len(class_names) * (font.getbbox(class_names[0])[3] + padding) + padding + legend_width = max(font.getbbox(name)[2] - font.getbbox(name)[0] for name in class_names) + padding * 4 + 40 + + # Координаты верхнего правого угла + x1 = image.width - legend_width - padding + y1 = padding + x2 = image.width - padding + y2 = y1 + legend_height + + # Рисуем фон для легенды + draw.rectangle([x1, y1, x2, y2], fill=(255, 255, 255, 200)) + + for i, (name, color) in enumerate(zip(class_names, colors)): + text_position = (x1 + padding * 2 + 30, y1 + padding + i * (font.getbbox(name)[3] + padding)) + color_position = (x1 + padding, text_position[1] + (font.getbbox(name)[3] - font.getbbox(name)[1] - 20) // 2) + + # Рисуем цветной квадрат + draw.rectangle([color_position, (color_position[0] + 20, color_position[1] + 20)], fill=color) + + # Рисуем текст + draw.text(text_position, name, fill=(0, 0, 0, 255), font=font) + + return image + +# Функция для рисования предсказанных боксов на изображении +def draw_boxes_on_image(image, pred_boxes): + draw = ImageDraw.Draw(image) + font = ImageFont.truetype("arial.ttf", size=16) + width, height = image.size + + # Рисуем предсказанные боксы (предполагается, что координаты уже абсолютные) + for box in pred_boxes: + class_id = int(box["cls"]) + confidence = box["conf"] + + # Используем абсолютные координаты напрямую + x1, y1, x2, y2 = map(int, box["bbox"]) + + # Проверка, что боксы попадают в видимую область изображения + if x1 < 0 or y1 < 0 or x2 > width or y2 > height: + print(f"Warning: Predicted box for class {class_names[class_id]} is out of image bounds: ({x1}, {y1}), ({x2}, {y2})") + continue + + # Рисуем прямоугольник для предсказанного бокса + color = default_colors[class_id % len(default_colors)] + draw.rectangle([x1, y1, x2, y2], outline=color, width=3) + + # Подготавливаем текст с именем класса и вероятностью + label = f"{class_names[class_id]}: {confidence:.2f}" + text_bbox = draw.textbbox((x1, y1 - 10), label, font=font) + draw.rectangle([text_bbox[0] - 2, text_bbox[1] - 2, text_bbox[2] + 2, text_bbox[3] + 2], fill=color) + draw.text((x1, y1 - 10), label, fill="white", font=font) + + # Добавляем легенду на изображение + image = draw_legend(image, class_names, default_colors, font) + + return image + + +# Функция обработки изображений из указанной папки +def process_images_in_folder(input_folder, output_folder, conf_thres=0.4, iou_thres=0.45, use_dual_function=True): + image_folder = Path(input_folder) / "images" + output_combined_folder = Path(output_folder) / "combined_boxes" + + # Создаем выходные папки, если их нет + output_combined_folder.mkdir(parents=True, exist_ok=True) + + # Выбор функции детекции + detection_function = detect_image_dual if use_dual_function else detect_image + + # Обрабатываем все изображения в папке + for image_path in image_folder.glob("*.*"): + if image_path.suffix.lower() not in [".jpg", ".jpeg", ".png"]: + continue + + image = Image.open(image_path).convert("RGB") + + # Получение предсказанных боксов + pred_boxes = detection_function( + weight_path, + image_path, + device="cpu", + conf_thres=conf_thres, + iou_thres=iou_thres, + ) + + # Рисуем предсказанные боксы на изображении + combined_image = image.copy() + combined_image = draw_boxes_on_image(combined_image, pred_boxes) + combined_image.save(output_combined_folder / image_path.name) + + print("Обработка завершена.") + +# Использование функции +input_folder = r"C:\Users\user\Desktop\crispi_defects\data\test" # Путь до папки с папками images и labels +output_folder = r"C:\Users\user\Desktop\Проволока\снимки для КРИТБИ\yoloimages\out_test" # Путь для сохранения изображений с боксами + +process_images_in_folder(input_folder, output_folder) diff --git a/predict_images_true_not.py b/predict_images_true_not.py new file mode 100644 index 000000000..7879cb86c --- /dev/null +++ b/predict_images_true_not.py @@ -0,0 +1,146 @@ +import os +from pathlib import Path +from PIL import Image, ImageDraw, ImageFont +import shutil +from detect_function_dual import detect_image_dual +from detect_function import detect_image + +# Путь к весам модели +weight_path = r"C:\Users\user\Desktop\crispi_defects\data\exp3\weights\best.pt" + +# Заданные в коде названия классов +class_names = ["Вмятина", "На проволоке", "Накол"] + +# Расширенный список цветов для каждого класса +default_colors = [ + "#000000", # Чёрный + "#00008B", # Тёмно-синий + "#8B0000", # Тёмно-красный + "#006400", # Тёмно-зелёный + "#4B0082", # Индиго + "#2F4F4F", # Тёмный серо-зелёный + "#8B008B", # Тёмная магента + "#8B4513", # Седло-коричневый + "#800000", # Бордовый + "#483D8B", # Тёмный серо-синий + "#4682B4", # Стальной синий + "#556B2F", # Тёмный оливковый + "#6A5ACD", # Сланцевый синий + "#2E8B57", # Морская волна + "#A0522D", # Сиенна +] + +# Функция для рисования боксов на изображении +def draw_boxes_on_image(image, true_boxes, pred_boxes, true_color="#00FF00", pred_color="#FF0000"): + draw = ImageDraw.Draw(image) + font = ImageFont.truetype("arial.ttf", size=16) + width, height = image.size + + # Рисуем истинные боксы (предполагается, что координаты нормализованы) + for box in true_boxes: + class_id = int(box["cls"]) + + # Преобразуем относительные координаты в абсолютные + x_center, y_center, bbox_width, bbox_height = box["bbox"] + x1 = int((x_center - bbox_width / 2) * width) + y1 = int((y_center - bbox_height / 2) * height) + x2 = int((x_center + bbox_width / 2) * width) + y2 = int((y_center + bbox_height / 2) * height) + + # Проверка, что боксы попадают в видимую область изображения + if x1 < 0 or y1 < 0 or x2 > width or y2 > height: + print(f"Warning: True box for class {class_names[class_id]} is out of image bounds: ({x1}, {y1}), ({x2}, {y2})") + continue + + # Вывод координат бокса в консоль для проверки + print(f"True box for class {class_names[class_id]}: ({x1}, {y1}), ({x2}, {y2})") + + # Рисуем прямоугольник и текст для истинного бокса + draw.rectangle([x1, y1, x2, y2], outline=true_color, width=3) + label = f"True: {class_names[class_id]}" + + # Добавление фона под текст для лучшей видимости + text_bbox = draw.textbbox((x1, y1 - 10), label, font=font) + draw.rectangle([text_bbox[0] - 2, text_bbox[1] - 2, text_bbox[2] + 2, text_bbox[3] + 2], fill=true_color) + draw.text((x1, y1 - 10), label, fill="white", font=font) + + # Рисуем предсказанные боксы (предполагается, что координаты уже абсолютные) + for box in pred_boxes: + class_id = int(box["cls"]) + + # Используем абсолютные координаты напрямую + x1, y1, x2, y2 = map(int, box["bbox"]) + + # Проверка, что боксы попадают в видимую область изображения + if x1 < 0 or y1 < 0 or x2 > width or y2 > height: + print(f"Warning: Predicted box for class {class_names[class_id]} is out of image bounds: ({x1}, {y1}), ({x2}, {y2})") + continue + + # Вывод координат бокса в консоль для проверки + print(f"Predicted box for class {class_names[class_id]}: ({x1}, {y1}), ({x2}, {y2})") + + # Рисуем прямоугольник и текст для предсказанного бокса + draw.rectangle([x1, y1, x2, y2], outline=pred_color, width=3) + label = f"Pred: {class_names[class_id]}" + + # Добавление фона под текст для лучшей видимости + text_bbox = draw.textbbox((x1, y1 - 10), label, font=font) + draw.rectangle([text_bbox[0] - 2, text_bbox[1] - 2, text_bbox[2] + 2, text_bbox[3] + 2], fill=pred_color) + draw.text((x1, y1 - 10), label, fill="white", font=font) + + return image + + +# Функция обработки изображений из указанной папки +def process_images_in_folder(input_folder, output_folder, conf_thres=0.4, iou_thres=0.45, use_dual_function=True): + image_folder = Path(input_folder) / "images" + label_folder = Path(input_folder) / "labels" + output_combined_folder = Path(output_folder) / "combined_boxes" + + # Создаем выходные папки, если их нет + output_combined_folder.mkdir(parents=True, exist_ok=True) + + # Выбор функции детекции + detection_function = detect_image_dual if use_dual_function else detect_image + + # Обрабатываем все изображения в папке + for image_path in image_folder.glob("*.*"): + if image_path.suffix.lower() not in [".jpg", ".jpeg", ".png"]: + continue + + image = Image.open(image_path).convert("RGB") + label_path = label_folder / (image_path.stem + ".txt") + + # Чтение истинных боксов (если необходимо) + true_boxes = [] + if label_path.exists(): + with open(label_path, 'r') as f: + for line in f: + parts = line.strip().split() + class_id = int(parts[0]) + bbox = list(map(float, parts[1:])) + true_boxes.append({"cls": class_id, "bbox": bbox}) + + # Получение предсказанных боксов + pred_boxes = detection_function( + weight_path, + image_path, + device="cpu", + conf_thres=conf_thres, + iou_thres=iou_thres, + ) + + print(pred_boxes) + + # Рисуем истинные и предсказанные боксы на одном изображении + combined_image = image.copy() + combined_image = draw_boxes_on_image(combined_image, true_boxes, pred_boxes) + combined_image.save(output_combined_folder / image_path.name) + + print("Обработка завершена.") + +# Использование функции +input_folder = r"C:\Users\user\Desktop\Проволока\снимки для КРИТБИ\yoloimages\all_data" # Путь до папки с папками images и labels +output_folder = r"C:\Users\user\Desktop\Проволока\снимки для КРИТБИ\yoloimages\out" # Путь для сохранения изображений с боксами + +process_images_in_folder(input_folder, output_folder) \ No newline at end of file diff --git a/tg_bot.py b/tg_bot.py new file mode 100644 index 000000000..43ee095bc --- /dev/null +++ b/tg_bot.py @@ -0,0 +1,313 @@ +import os +import zipfile +import nest_asyncio +import io +import shutil +from telegram import Update, InputFile, KeyboardButton, ReplyKeyboardMarkup, ReplyKeyboardRemove +from telegram.ext import ApplicationBuilder, CommandHandler, MessageHandler, filters, ContextTypes +from PIL import Image, ImageDraw, ImageFont +from detect_function import detect_image +from telegram.error import Forbidden + +# Словарь классов и цветов +CLASS_NAMES = {0: 'Dent', 1: 'WireFlaw', 2: 'Puncture'} +CLASS_COLORS = {0: 'red', 1: 'green', 2: 'blue'} + +# Переменные для отслеживания режима и порога confidence +USER_MODES = {} +USER_CONFIDENCE = {} + +# Максимальный размер файла в байтах (1 ГБ) +MAX_FILE_SIZE = 1 * 1024 * 1024 * 1024 + +# Максимальные размеры изображения +MAX_IMAGE_SIZE = 1000, 1000 + +# Путь к весам вашей модели +MODEL_PATH = r"C:\Users\user\Desktop\crispi_defects\data\exp3\weights\best.pt" + +# Функция для обработки изображений +def process_images(image_dir, conf_thres): + results = detect_image(weights=MODEL_PATH, + source=image_dir, + conf_thres=conf_thres, + device="cpu",) + return results + +# Функция для распаковки архива +def unzip_file(file_data): + image_files = {} + with zipfile.ZipFile(io.BytesIO(file_data), 'r') as zip_ref: + for file in zip_ref.namelist(): + if file.lower().endswith(('.bmp', '.dng', '.jpeg', '.jpg', '.mpo', '.png', '.tif', '.tiff', '.webp', '.pfm')): + image_files[file] = zip_ref.read(file) + return image_files + +# Функция для изменения размера изображений +def resize_image(image): + original_size = image.size + image.thumbnail(MAX_IMAGE_SIZE, Image.LANCZOS) + return image, original_size + +# Функция для рисования боксов на изображении +def draw_boxes(image_bytes, bboxes): + image = Image.open(io.BytesIO(image_bytes)) + image, original_size = resize_image(image) + draw = ImageDraw.Draw(image) + try: + # Увеличение размера шрифта и установка кириллического шрифта + font = ImageFont.truetype("arial.ttf", 40) + except IOError: + font = ImageFont.load_default() + + scale_x = image.size[0] / original_size[0] + scale_y = image.size[1] / original_size[1] + + if not bboxes: + draw.text((10, 10), "No defects found", fill='red', font=font) + else: + for bbox in bboxes: + box = [int(coord * scale_x) if i % 2 == 0 else int(coord * scale_y) for i, coord in enumerate(bbox['bbox'])] + conf = bbox['conf'] + cls = bbox['cls'] + color = CLASS_COLORS.get(cls, 'red') + label = CLASS_NAMES.get(cls, 'Unknown') + draw.rectangle(box, outline=color, width=3) + # Добавляем контур к тексту + text = f'{label} {conf:.2f}' + text_size = draw.textbbox((0, 0), text, font=font) + text_width = text_size[2] - text_size[0] + text_height = text_size[3] - text_size[1] + x, y = box[0], box[1] - text_height + draw.rectangle([x, y, x + text_width, y + text_height], fill=color) + text_color = 'black' if color == 'yellow' else 'white' + draw.text((x, y), text, fill=text_color, font=font) + + output = io.BytesIO() + image.save(output, format='JPEG') + output.seek(0) + return output + +# Функция для нормализации координат +def normalize_bbox(bbox, width, height): + x_min, y_min, x_max, y_max = bbox + x_center = (x_min + x_max) / 2.0 / width + y_center = (y_min + y_max) / 2.0 / height + box_width = (x_max - x_min) / width + box_height = (y_max - y_min) / height + return x_center, y_center, box_width, box_height + +# Функция для создания архива с результатами +def create_results_archive(results, image_files, original_filename): + archive_buffer = io.BytesIO() + with zipfile.ZipFile(archive_buffer, 'w', zipfile.ZIP_DEFLATED) as archive: + for image_path, bboxes in results.items(): + img_bytes = image_files[image_path] + with Image.open(io.BytesIO(img_bytes)) as img: + img = resize_image(img)[0] + width, height = img.size + txt_content = "" + for bbox in bboxes: + x_center, y_center, box_width, box_height = normalize_bbox(bbox['bbox'], width, height) + conf = bbox['conf'] + cls = bbox['cls'] + txt_content += f'{cls} {x_center:.6f} {y_center:.6f} {box_width:.6f} {box_height:.6f} {conf:.6f}\n' + txt_filename = os.path.splitext(image_path)[0] + '.txt' + archive.writestr(txt_filename, txt_content) + archive_buffer.seek(0) + archive_buffer.name = f"{os.path.splitext(original_filename)[0]}_labels.zip" + return archive_buffer + +# Функция для создания CSV с результатами +def create_results_csv(results, image_files): + csv_buffer = io.StringIO() + csv_buffer.write("filename;class_id;rel_x;rel_y;width;height\n") + for image_path, bboxes in results.items(): + img_bytes = image_files[image_path] + with Image.open(io.BytesIO(img_bytes)) as img: + img = resize_image(img)[0] + width, height = img.size + for bbox in bboxes: + x_center, y_center, box_width, box_height = normalize_bbox(bbox['bbox'], width, height) + cls = bbox['cls'] + csv_buffer.write(f"{os.path.basename(image_path)};{cls};{x_center:.6f};{y_center:.6f};{box_width:.6f};{box_height:.6f}\n") + csv_buffer.seek(0) + return io.BytesIO(csv_buffer.getvalue().encode('utf-8')) + +# Функция для создания клавиатуры +def get_keyboard(): + keyboard = [ + [KeyboardButton("Выбрать пороговое значение")] + ] + return ReplyKeyboardMarkup(keyboard, one_time_keyboard=False, resize_keyboard=True) + +# Обработчик команды /start +async def start(update: Update, context: ContextTypes.DEFAULT_TYPE) -> None: + USER_MODES[update.effective_user.id] = None + USER_CONFIDENCE[update.effective_user.id] = 0.1 # Значение по умолчанию + await update.message.reply_text('Привет! Отправьте мне фото, изображение или архив с изображениями для обработки.', reply_markup=get_keyboard()) + +# Функция для подсчета дефектов по классам +def count_defects(bboxes): + counts = {CLASS_NAMES[cls]: 0 for cls in CLASS_NAMES} + for bbox in bboxes: + cls = bbox['cls'] + counts[CLASS_NAMES[cls]] += 1 + total = sum(counts.values()) + return counts, total + +# Обработчик полученных файлов и сообщений +async def handle_file(update: Update, context: ContextTypes.DEFAULT_TYPE) -> None: + user_id = update.message.from_user.id + conf_thres = USER_CONFIDENCE.get(user_id, 0.1) + + try: + if update.message.photo: + await update.message.reply_text('Изображение получено, подождите немного.') + file = await context.bot.get_file(update.message.photo[-1].file_id) + photo_bytes = await file.download_as_bytearray() + + # Обрабатываем фото + image_dir = 'temp_image' + os.makedirs(image_dir, exist_ok=True) + with open(os.path.join(image_dir, 'photo.jpg'), 'wb') as img_file: + img_file.write(photo_bytes) + + detection_results = process_images(image_dir, conf_thres) + results = {'photo.jpg': detection_results} + counts, total = count_defects(detection_results) + + # Отправляем фото с нарисованными боксами и статистику + img_bytes = draw_boxes(photo_bytes, detection_results) + if total == 0: + await context.bot.send_photo(chat_id=update.message.chat_id, photo=img_bytes, caption="Дефектов не найдено.") + else: + caption = "\n".join([f"{cls}: {count}" for cls, count in counts.items()]) + f"\nВсего: {total}" + await context.bot.send_photo(chat_id=update.message.chat_id, photo=img_bytes, caption=caption) + + # Удаляем временные файлы + shutil.rmtree(image_dir) + + elif update.message.document: + if update.message.document.file_size > MAX_FILE_SIZE: + await update.message.reply_text('Файл слишком большой. Максимальный размер файла - 1 ГБ.') + return + + if update.message.document.mime_type.startswith('image/'): + await update.message.reply_text('Изображение получено, подождите немного.') + file = await context.bot.get_file(update.message.document.file_id) + photo_bytes = await file.download_as_bytearray() + + # Обрабатываем фото + image_dir = 'temp_image' + os.makedirs(image_dir, exist_ok=True) + with open(os.path.join(image_dir, 'photo.jpg'), 'wb') as img_file: + img_file.write(photo_bytes) + + detection_results = process_images(image_dir, conf_thres) + results = {'photo.jpg': detection_results} + counts, total = count_defects(detection_results) + + # Отправляем фото с нарисованными боксами и статистику + img_bytes = draw_boxes(photo_bytes, detection_results) + if total == 0: + await context.bot.send_photo(chat_id=update.message.chat_id, photo=img_bytes, caption="Дефектов не найдено.") + else: + caption = "\n".join([f"{cls}: {count}" for cls, count in counts.items()]) + f"\nВсего: {total}" + await context.bot.send_photo(chat_id=update.message.chat_id, photo=img_bytes, caption=caption) + + # Удаляем временные файлы + shutil.rmtree(image_dir) + + elif update.message.document.mime_type == 'application/zip': + await update.message.reply_text('Архив получен, подождите немного.') + file = await context.bot.get_file(update.message.document.file_id) + file_data = await file.download_as_bytearray() + original_filename = update.message.document.file_name + + # Распаковываем архив + image_files = unzip_file(file_data) + + if not image_files: + await update.message.reply_text('Не найдено изображений поддерживаемых форматов в архиве.') + return + + # Сохраняем изображения в временную директорию для обработки + image_dir = 'images' + if os.path.exists(image_dir): + shutil.rmtree(image_dir) + os.makedirs(image_dir) + for img_name, img_data in image_files.items(): + with open(os.path.join(image_dir, os.path.basename(img_name)), 'wb') as img_file: + img_file.write(img_data) + + # Обрабатываем изображения + detection_results = process_images(image_dir, conf_thres) + + # Преобразуем результаты в нужный формат + results = {} + for result in detection_results: + image_path = os.path.basename(result['path']) + if image_path not in results: + results[image_path] = [] + results[image_path].append({ + 'bbox': result['bbox'], + 'conf': result['conf'], + 'cls': result['cls'] + }) + + # Формируем и отправляем CSV с результатами + results_csv = create_results_csv(results, image_files) + await context.bot.send_document(chat_id=update.message.chat_id, document=InputFile(results_csv, filename="submission.csv")) + + # Удаляем временные файлы + shutil.rmtree(image_dir) + + else: + await update.message.reply_text('Пожалуйста, отправьте фото, изображение или архив с изображениями.') + + else: + await update.message.reply_text('Пожалуйста, отправьте фото, изображение или архив с изображениями.') + + except Forbidden: + print(f"Bot was blocked by the user: {update.message.chat_id}") + except Exception as e: + await update.message.reply_text(f'Произошла ошибка: {e}') + +# Обработчик текстовых сообщений +async def handle_text(update: Update, context: ContextTypes.DEFAULT_TYPE) -> None: + user_id = update.message.from_user.id + text = update.message.text + if text == "Выбрать пороговое значение": + await update.message.reply_text('Введите значение порога от 1 до 99:', reply_markup=ReplyKeyboardRemove()) + USER_MODES[user_id] = 'set_threshold' + elif USER_MODES.get(user_id) == 'set_threshold': + try: + value = int(text) + if 1 <= value <= 99: + USER_CONFIDENCE[user_id] = value / 100.0 + await update.message.reply_text(f'Установлен порог confidence: {USER_CONFIDENCE[user_id]}', reply_markup=get_keyboard()) + USER_MODES[user_id] = None + else: + await update.message.reply_text('Пожалуйста, введите значение от 1 до 99.') + except ValueError: + await update.message.reply_text('Пожалуйста, введите корректное числовое значение.') + else: + await update.message.reply_text('Пожалуйста, отправьте фото, изображение или архив с изображениями.') + +def main() -> None: + nest_asyncio.apply() # Обходим проблему с уже запущенным event loop + + # Вставьте сюда ваш токен от BotFather + token = 'YOUR_BOT_TOKEN_HERE' + + application = ApplicationBuilder().token(token).build() + + application.add_handler(CommandHandler("start", start)) + application.add_handler(MessageHandler(filters.TEXT & ~filters.COMMAND, handle_text)) + application.add_handler(MessageHandler(filters.Document.ALL | filters.PHOTO, handle_file)) + + application.run_polling() + +if __name__ == '__main__': + main()

NQ~cW+v;oeF4{x|mlFF`Zn;h|S{ODB`HB zJe|6J2r#iTUNj25#1K*{Y7-TC1qPr9BRf9;?=9#f!CLJC=h))ggH}yr;%NQTRhCHE zyoRRiL9B7sP-!6GjNwIBI8+xSrmYc=*9mJ)N;FSS1V@V1D@bB~w7vC8(2Bu>@A}`^ z`DT0teTCUhS0as=vgcHTj?=#skcSX!*g=FAC)^cn>RmpfPnuz%7u)@u-o=)rwAcK6 z&hh6?e#*Vcm=~2zrlx;KW0eGEABy_Nc9gEtMaMQ2Q9FYM z6ek0}yAcJ{0qF?4Y%*DJ%cvvp^h_iN6rgu}y<+OEuqL&^a}Nk!bryhsd0}DFNU>xP2+v zX6Zj`9-UhklIj&Sc?`Fbt-d-`^A(w0EB8`8_0z%)+7ipk8u2pU{sl?>eimyN;Q-GPw zAc(NM%#RTJ!sM@i?kjLKo%=62D8RmH35uW+7se%sk#y9+6Qb9&(Nv{8 zc!5Jiyd>rN#JoXgkn@86u8fWPN+?DE54_uio6-JxRunSdCI76XI!CCxCGisuNZb6y z_7Yie?>e52+Dh~Z^0>a=v&InNEa88y{O)g|ALmC`j1Mgz@xKEH zmM`&GNBI2^TKVw4M69DPM!wbP467&wyCz$b4tx8vnq3@Yy?$b@*)n^0N`vwT_*nPS4 zUy>%r2erqDeP7}}x8XEtv^8Je6^6iH$&9O_@)p?d>M`{82zRemVtu3LnwMfLKZ)Xk zlN8NecW9!(z%ceeQANEuXiJShs17H<=pzzrX?=hut>Ou5a0wRQx-g_>`Ez`$%kZmS zth~9>1}h%h`dF9~ zHx;PIh7_> zrc!0HByjd{53?8p$0FQii_hyP;Cj{IKypwl3k z6m}A&rcya7oOZ|)40-334qX9X>y_Q^{>~&8IBaeoUZRBbNLRZQ&b1)t+UuYkde5KN zx4Z&k=dZxpB4~qfwtt6h4!SrOunhCiI>mV#s710ooXtChO0d%uEMaq@Vy-2dso|qE^Vb;O zr^4X<-?3OsQbgzwWCBM~Zp9IT<8PbEd#kYx1evzj)UkNjCI`wZYViI{-BXw{dm>h` zX*MF02|e%xoJc8xf6%;?*Q;4Px? zf_N-whuR@(J!Tu&Zr85>bqfcsf%l_Ltm_2%vX2f;j28#wPUU`1WG1!Ng9a_^KK%eH zg+$lu{T!m$wCGIs3Upvnu{BVkJi;6`5aBFG;bw_@GzrVK7~?{Y!hUV*uSGf`!r zuZ_At&p{jE!VWM+I1K}-yUDBdT_mUzec5vE`?8xR4y75Z13aabW?dSZ%B_1V8amHT z4_WdO-_(W6s6g9X1B9JLK9r1cS6r5dRYj@LH+onr1EhglM<$X5C|UjOgMZzA28$@f zl;=`L`x7A%$~;jgB2%l{e!uyXAg4_gM*E?5nMa_P3OfL!9SFiEeo zpn&v-t6MLZi<$}8XdH&D?u_3OX_c*D{J{?oDySs_F-dfz;K|6lww{+nezP^b|GoI+ z|5nT&sgRS~#hp~9WxxI0KH|SuM$|*UVf3kbfjc;)%?m)#l_(Z zCXdiIS)K`WVH`rKQ8|W&c$1g#@Fq9BX7$eF*rOcNtco6u4^sP^{|{qCZCVhp;? z{5a^K@+7H0V-eAN;(+q)B(VnX72s3$g6G>>c2jC-ozA@=>`m}2wyXYm`i_!|a5 zM@hkcM*tCuls!9V2A&CDsM8W=IoW>&=pmo;E2!g-R2`Tq*qm-sJyVTE4owN74S>Yn z-3}63Q-7AJS|$o7?1SpT<4e&}#nC>xaEW*oH~q=dVqx8@8jL@>j7&`o9&^hkIckRV z1)FWIgO8Vp&;d-`xUGgbiz|IPhFy`9(TNNTJYiSnLrqm3Yj$in9TJ9j+Rdk)i8^U2 zTMzAjIMyPKAuIH zFQ3~{>rSo;E<}AOdibTM`-Xb|>PB?OJbi6hUI9CTM%|q_Gn^t)bE7^tFqSt$aJ;bQ zn$2eiYd4~N7sjl8$sHxT@Fr<~97%q~!e^Cyv{n<9{cIRk%;ZR!+f!^oAASX2FN2uj zyLVl;b|vEuZMZD1c@1n&PqOVKpbyXc2ooHnL!pGX^o?s20R3k*8sC(lPBe#3d9#qKVE^8rB^^I zZ4gZ050>`W00o;o!-S;}l(O;7!SAcD{i40qvwS6Jdd~4DVW<3>>3!rMdFAP34Sd}F zE~k4PADJ^ud-ER&#d9?4*PQoD-S*i@zce7Z*%#&Qzvq}XOj7z57vt{AYF+^dPfeEXINSwM%j<8*rB6{pn_L^*jLE~`f)3caD znnvia(#E&QBP1Uu9eF|n-_{Xt{>Qt4QwWlU%efFo4^jxU<&+>(Mff%q3ik)Fo!^W^ zK_M@)1@e0US86Q=_9K`%yDdKzrxa`v5+efOTCG5%OqBsyi`%!{hI<%jgjGPT(WW*R?$}sc4e7 z2O$Bu$O3|6yu5dzB645{5q5X?s~J2QnRGYiSRFw`{EmkoY%$zMY-Q8xBEP58i)e%` z5@X=DLI9VT%x2AmBb>$l&p#;zarLEC(%-}o+P-L$64V^4+sUz1&_uVNJN@9;;2dC2 z4B5sTzNifxUN?8Mpzs#`AjoqxhJ18aRW0uxw96T9R>8IkoNyr;?qwO-a|fkyevDd-Wjeci^|t~ooB$DhmoDP%&QvHlb{ zT!AcBV1S~oX_K_@%QMKEbtjo#g(*{7K1`S&?xY12;tFNHAdJ5IzEdBwyQ+{HN1iN* z+%H)~Lq0Y&KC?!0_-Hxzz2bAjv;%!oYg<*HPz~iOlK_0ULQ1OfBlze3#*V(Ow~$}i zNP(q;=-8DtsySU~w(F0tR3B{ECo&12^SD0t|9m59kzuj*N0cQ%39Kv=C{awsv`0NS z#8utxml^C@uJ%`F15T~KmpJX%p)Qj}{bwpKsU(R*?Bc^vvt))v)ONfN)(wHS4wqr6 zn5LS7)6+n?C1e<{X~P3+L)z=6NAW|wc2vsBD}Z>^ZM{6DULp;16vNqHf#oZKl9zxE z!-G3cT{MT&o-4l`$pAy`*6q zK)q?pO0HLshIaNl(Ol(W3em;9kqnxif7--eRooWn1KkQ=Mkv)NS_ToBOK*1MjUZ12 zNtcM{o9d;GhR1&Q}Uvr;cKspN1~3H@br<% zOb)FOc}NurX=f`?(*c2Odau)%I{tFgdlbSowv!SnlbFN!A?(kl_!w=*_MTvA_e`t% z0=#p+!l||{L7}=NC!z%-b4S%y@Cc4qWOw9k@-*+Cx(MVLdYhBqiOI2ejlFQBS}_v) z0wd~4>_tD7V?KKvjAoW5B{*Cg5#A~M^1yy`A4*bgk!8fZZ`hconVI*#kv8-}({0Gt z)i$gHO10+3pZ$lVTrFO&pQSdsh!95xDtCO~ju)oLFl+erPCZ~}V#jKRv(_w&AzsHn`!G&LYevK*_dxxS zAN4m6r^7N0Uh;Mbx$I53K{qFTS?OWQQNbbi2)dl(CL{Vs5-}~;_3h6e;~Ni!*5{-) z-Ml?FFqNS@5lhVtV%wQ>Ur~Mqj{6^@yF)%H>kYieSjUYD z?yF;-Q1**Y&H{5?E?&iuY!<4wp3eNvDp@`W*wOvt_CL6^uf*lOZ4BH42; zvw<_o`>h5ZdVUJ(s~dsqBKCsMwD7wI-+>U5)`6fD6rEV{eq=J8&$gRqn2XCw!gjmf zf6&U$oZfe+1p??DMfNeeYYNyi0F42{AY`K6?VPKtjUQ zTXwd(bOSfhu`pVjMCe6cd-U_a1QAiCq=rQE|> zEI9I4k2_WislyM#wcJe`>u60-OhqNt z@*fa)fqdkCu}{44&t7zwd64`v&|`DYe!X@ttl}w{OvpExeH**=U{)&--Ak;$^(?X! zKxfDF@}%=Z0`6_z6RnBZ;t4~)P*_y34cjIdr;&siqPVf{wf{ye9IHy%7+--N%T1@J z|9X7N_ChAuBhW7=!=R}4F6D66wOlV7<@Fu(U7D#a#Ty^mo@X$4_1*VI!^wQ5fpUmBN;_{ zRZ_$o`wfY~WJPaZl=p%{P z)@(@Y9LBgL-E85TDJm(9?LqDkX6`FW`D6V)-L_`K`p_Qh#4zm)q@-^|rdvrgLu!{v z2yx?^#RCq-tM){E>LZq49NAaDHq}P=b9LvPqIEMKJ-@fObc@(?w`1R{QQ`hK_UTtm zKyu4TdBhXAqqDVD+cRQGG2TFrZBgm&L$Gi>Dpx8nieUZgAA0}xlp|Z|DO~J9bE4yH zA@$`iwDkBDbWY-jAQ0#KC>EqWf%0!%opbuFLU}R<@r$FYw>D`jxKSod$R3mT2w54| zN9qM3<)InGUcavm6rO(O>Mr3Il1k592^zYL5&u#xq4N!p5LrWzHjK$nyG%*=3tO9A zWCv5VHJNDv&2BEYnu8o1V^1J(!71zzRHtSz0)G(K;l4n@U!S^@e!O0lNVGWk@{yee zIc}zrcLsuCl8)F4J2VxjEl_*gWEnU*E5pO>x(dP6X|CKF@FrVpnFbFM|tqoKeUNW9zfQ;s(Wn-j;Ozly0_EX$-i zPaFd@q8n+~DF;gw)}PS3{S58YyS!8>~sy+9(ocDKS(vDOoWVyS3B?nvG-=4EhNqum~ zT4zRA|L18w-r;ZE?JzH6zCvVH@qUJOa_0hpe~WT2$6ki)G`N(uADvxUchaTd+t6WW}S}roO zvg+F2M${ELstdB^#4RAkl^i;6G~jVz2V?-QLU)8szwH*28!(q@!PZR;8UL#Jka#V7 z&VVJ7m6F#XmGmo z*^L(#9-riCu%mOBk3(kJC-mVs(yn}NE&_Eu#|S+XR}hknha{a?(zR98rdU{swQUkd zJY>DqVhCzcj|w1*sLDUOoAcQ^;D1z^w={5bZfw#EF#6}xaVPquRrN=XH&So-f_Ndo z8;*55d-IkztGMWbTn%}!`GZ=v1RI_*pWhgmqrZ@FY=k~i7kQJg z3XDl`r}s~J1T^N^YEdFFV=C?`p>;g`PmUmbDB%ZjA)%^UC+J{`>1iMI3A804F3h787S!w5&Ow~BK!hIaQt2^vc#`IO5Q6lUa}VL z1qxLKMc2B#0xHb*tBir$Jd@`18MfGjAKyv2`N+bEjlS;e|3z%9*#AtIzj#yLUbuD; z{fD?hq%<;texu6endazdv8KqkXUY1JyXDQ`mNu50oAlr-uo?NBzR z>u&D95m{1eV9S1eFfXXvH-BcdKTSEX)5XcqSaCkgWMkVn{NY)w&#hb=<@^2hGUez^?KJpcJK!SC0Dp@T4|nYtM#;?H>R0h7@vGNQ*Rh-^m0>hw zX}_s*$Tg+851YCv8)wYRW^Y^DB?*o!J8gkcrp9U!;0PRyajyb(TzxW0?abB0b#-$d z48|VDb+yGnyx_@TaRT7yzkCt(n_Q9{L~|j+w-ULpc=ud|l3t$vmaj(BxINTTj2c zpu;>mk=w)4h#>M!6-ULCONPFMgLD~%!#ywl#)0jR-mFgivT`FF${>!!Hg7Ex)iZ5{rH))gkUBC5yOX=@F`cB0FiEx%$);q)4!=tdua-U3g2C zL&l7IRPI0h!j~hpi)fK2UsW}YtELG{z>qJeBq0se+ztv>1)DF;8?M$C-*GPKMShR5 z;5?(3in6vRgQRsf0@xHErZv1iAjCxA31X_0+JNGs!cv}p?6 z5K(Gt%_ZuY{Pvr{C|~SgfOZ|8drW^|3ZmeD^gJdn01MVS43vOrp3D>BY{Fo}*UbCS7{J71LDivr@Yv8r@b90di}1jy=dra%lJF zcP+^2|95bpzew2KqoX+Kr#^(p@NE{ixHu!ey9FUC0~}|drk(x33$;#3(^T)O^T$`d zidOhCce#IK5z-cdO9?`AI@riTlsQF2!TbrQH|O{W`^Gl*YK#9%HdW;>&;hE+#l(x zY*LcQP!}wz-O12KO#JvCz6&EKDv&#B?}{+-kWpA6{am=R5p^?XPioTETh5_EGbXIt z^WC%$>+Iw8q6J@rNt2wz_q;xO&ucTJ)MDFVw#5qaK&zw_?us z1S<{5WNsO5N{z;&Cc!9@M4NkP@0L^ounzWb6`a%&E8Buqr#7G7T*n&B582$I+p=@N zPuT?u1x)y-Kx|fa^;JDCe{@%d&*^HJ&u zM~YX6GOjI-p9s5T`FK)R{3>;D(w@Ch=rs~nPM*A68!`y3Ys9Nzf$v9EyOTB$*`l@1 zDax=dd@6@=Y4+c{&FQp+rl+;CS}#s-j%MoW%5Mc5Z)6Sh8fPf)9MG&r$?!vob$h|{ z#3DBfXZpq@Gk?1Z-n{;3=;zbjS2>TU>4+=SSHF z1XFcXvUnsJAY=Vq15Ax(Gs*7M%2QaYmd1pfSbOr8Xo^F+-h2U?AUkf~Bm@a@qNbW( zz>+2SI+#L^8B-^<#&ZqbX;+Jn@vlIqRNphi`*HsPn%I6G_XYEAE#E{o=9xp{X=vtapISlR|AFML z30@+`Ffd(N8daTp1g$jtSr``W&ocPP=P|K#Jb9S@3S|411ju}LD)0)uTqOO`YG}-) zD#U;5>Y8Ukp`<@~O?sr{Qm61@ax$52{snmB?Jpm*^16^tJ`)16K)G-)5tCCuLy)Z8c)a+&jQ;3v_H@B#s;4F7XOwr=30PiU zeU&48TriK^GF7&p&Z|cxOa!xQ*%U0_Kf6&)NO@!+76g8rCjY)C_-ydZ^oy@ySWfID zO+CT~ks#3dvW59#4O8NB%^i&6J1MoXAs^FO2-mJHSF1r&lLN)`dI_U zz^U|}g1xgH8JX9*Epn{Ep#C^U+70_rDAk#7i&8m&%TIaEe2t!gTD6~}lld%e1sxC3 z$O(G|taw}NIfF*LB#7^iGRt*tT+!Hs#CQ}(%JssF*N0ElhM z;|bi1&6q(^b&>coCB>AZjT0B)_^8gs)Pf23S#E^h7A=jBOck!z*6TnPXYyF!NW5cm zk6@)>_M1S?$1Ei>&wLmfH%ENsJj{J(OC~UNP9eiyV>=zaN=Zh5j?XkS)EVr zaICXmP*qlwI&i9}qEf*>7I z-j2Nj(rlJSULff(4Mv9(^M>ePd5riSnm&)UJBTT=vVBY$s&YZgHcZHkkEIRV`Jo;8 z#;2!h+Hy+@H}<8&O(Oi}2pyyfo{0|=$0nRJ5#9oRNEk;~4NNh8j&LKsBcv)*XYLEM z)v|2KkHiI@Nk4_M3`3vFGbnUy$%!pyJMXQ<8$G;A@ld{nx$#s79E$Y>I<>B(Ol8~E zW|5yq)zGRPxTTWScVE#C!L6OS-xYbuT`N33kaKR52{rKS-tD(Pa3?ihi7osBcS>Z} z`nNs50-%b8JDI4xd$--KdLb9(WZ}7%2?H(SHicQ+tQ}9pU_S{3$f+Yo%)E$>(%Z0B z2BA2o{2`H!ShE-%TGK7svvvGsXdPKI!}oZ>e29F!O>Uy(F6~$t__Si=>RooR=H=5X zu>KZWxn4V|Z*pATu(Ub_{ztaiZCbQblQ<>hAV_$G<^A?2G3g#+=P3ideTSXu^ACb94 z`5ixudLO8*?x#6syW|-z%>OWX(ncBnEyKLN{roF@D`>=?aXO*}Cfs!jf99X^Q`@0u zZM?6*5J^dqkyq%HVq=1?1FP+EC{xo+7}ZdK$;t$q9~d6tC3ER)K+zP98;x5XzMypqc-+6~P@ z(WVhAqlz#pUt6}7avFv2YwyCe<0(9y#^4^YlPX=6iQ421lB(2vz36Q7J`)ffd|Q6p z4$9Cp*KNj=59nQp;NX#Y$4zt%_XBuLc(5+RMp`YaXn~??-p6UkNoSO{x3580MA9Vk z^p(tlLM~}{6;hP;DOk(#GjNn`XMAF{iuz% z*Ys`1Jk6nNCu&Q)t9h!Gwr}m2t_`ySGBnD1u8*p<8Y2i9LY>Q~UIE*nb?bYbtNa_v zvjEC-r8&aG^t_e!wxgFdvFu+v0bes`+w4(R*rJPn{EAi!&vsM>5Z?DcJUZQ$nPBV} zXkSQ82fVLI_lp(%rzhF#Y9xJ(fj?7Heu37Xyofe>IQa_L8)PRsBad|46ev$(|8Ur0 z--Y&zwFcaQGOfvkG-lQ`>{6$XKBpH@Xm7DO71x|uwyUXp6XBuN%AVgS}L~ztuw!Dy{YP>Mue6+^D}q8 z;>poVJOu9lomn|%@-T6^TwC-ydwAh^MtucRRqye;GGN4JZ4rXNRUXU{?JELrAe`?J zPlYq&T;=Ue-4_oN>F3!yPOkJMaj^8}ZS2tO40!@s8Sa0;mWE1}J8c_s%MdOLE3+=p zhn3#7-xJ47VCJXbClzwo_K*(??SZaXC=u^JbMNZ@4%w-3-J-m|VY#R5;w-YR(h_fp zlOf^il9oY{_GT%jL#X%P0Xx@RfmyndXGjO(#{k=-3%Ls;2!QY2b zYSk;e)wcVR3me~D4mXid?@WCUWdUHeMi-KFF?zOZR|7g-~M4BNdFHI zf=$nY8?x5+T9d{KlmGBm94U9rxVV-ob7SOA)D8lO&sUaRat}IfNq&-0r77iLp}Q_) zoC{~@7(0|@@yIkp$BSvnpBEHdjwt?81tKDvM&W}L<|m&H+~q@HjMYBM&iyYB4?^3Ap3O)k~q?X~& z(ynVp{4(uFzFY|6JPi0#>Gw6{Tr8&;Fj+ZAE-kiao-TS4qS>pMJNt_c^r~ zsLkE6z%qUWNCFTaTD=RdGQ44q1ex6(evemn*G5ZUvNbuLHf+UW`a1bI6NKW}3Ks0m zMrongY{K&8J9x6$U3!2I{5+1knGHN&dI0YC<+cb@7d@mvj-*?fs+&TT`exue=QkuU z`Pq7?A|NYHT1R+@GQnSnqqZ!jc-Vg2{nb{Vw%fb8x+qC@**icQ99=36*MH3;8b**$ zn_k7pz=LN$$a+J0LaseHx~4aqd*x)-;KX&DK>KB$y%Aud2=g><)o^fl{%<;G)Bh!% z^PyvVgEVAdjCi2O<;6wxw?FqrYTs6IN^t;q=Y@MVajy;W%2>jW_X!=>1NuI0;_rIQ zsbS+v1I>Gkz2ZIR(>F>b%O(qwp11zyT3quhk#fT+ijq~>SB%6R!w&z(9Bm#qp=#yC z33f9Y?FpAA>9RL|SMsEU+mEexv;R#5RjlVXn{=a_!a0_F9z^=UP3r8nl-5vOHkuJ} zR&E!Lx5CQ4=5VDqUPM>Vj^WVpK$-lHDs{ zYSRd_tx91~1crMJ<=|ZKIDOYE0GII0v|8cLaSO8&Z@?!YY*b^Z_9?<8(jS>f&L4yy zHKugNf6GpaDkw=szUbojUHS`d<_lp(Lmm+4!RuV$5QbZ#$p75H%scFkvh@=CKV2c( z7w@AAW_~5-wPe{j!~b*AzJe@*oiE$G`=fwHV=Bxzp;rjXlRdA`54vEggza}0uK*hO z7ArEw{lCC-@3JJIT`y-H=JrD9)xviA_9EtJy*2}CCnM(f5Y5WJ=~4;?Pxj$RB?yEO zmafPm=Wferi|>dcz`MAgUxB~@D8c@<5j_);>~#yRJ5^Hh3Y@wSj*AB4bbL)!9ooDQ zw-$BY;`Q;n)1;TWT$O@{Rh7(!yL3;7E~JCF1HD}73*x?KEm0wG_g^u=$2rNr(a+b# zNdf~a&@a3B(IxT}qkMLEvz*E0b1P!~d+k-NQXOJUlpKl&6BlP0Q?Ed^p8~ACb;EPl z*2(>xI5vS5#GDe;2D4D$MZy-DR{((NKDFE0Jd~CpoABzapbyG}N!lF&+P1reO_LvZ z%i!tZUryCClP}%gUHcXG3EE0743{K~fEDaLUoHFUVs!_ldQ#+@V{)c`diO_9rBE#O z`A|tkVOHkHoc3h83M@xY;>(bS$>kFt4ZB1CjVVF|T;w1m=1@}+cNm{ygtR4#dR=hbI{z0ocIB-*V!&%ia5N;l zblTw}4s-?g?03qNGmx8RJT?+G*M6`Zu$A2x74`yvE_q2VvXF&P9#KpDEGGIzCXUxU zD2-o%0+%OP%K>L45zKN(>mv!togR3T)e{!4~_^ zS0D!)DqVJ=Oz@JDj$HwsYJBMfWs_|EPurryW~a!nnd}Z?8?{oQMlDfRs>>f}NRTI+ z2Msq9^3rO)GxdeDoUXFxK*iU(|-d;++ zAFQMy+?(pCG?YW9!iv&-p8nIE5$i(`b&zEgHmwmoxDNMzZ!*uT3xmj6_&H|^vz5*V zYOj|}VHf4M^;OuLrm#?d5`R|q-^n*AhWT?bnXyR~XdR$S>+vVq?AkrMOK&) zHk%tB!n?V$vXAHL%vzl`{*dCI@_jj>NvZ^)xH9_sA4KiG^G1KTQpc5p*a0@g zyD9V;$b?zECvSsas$i-S#02HZh+l40&s6!w_W0J-*4Zv@?poy$T^GDA4~~ZAWx#ZZ z?SEBl+FEWeo`cHVaovjA+J!ySzGHj^e%6IS5ex1oqrpUbioXk6`*t5_>-^uJFC%F+Dq37sYg^o90Y6r?ktqe+t&V0vuBYTnXk zT&4MWlzphHd1r9mPTOVw_FsO)Gjl4^9VOQ(BH33Fc4YcYx4fewM^k$TYTfnAMWw$k z#4&tQh*?O4V=Te3SZ*U8#+0y^%F;|;e55kKjl#FZXP%C8I^SNRI~R-lX?_q%Y4k6H z+WOp(4_YWIngYu+*a{njW6PY3C3dexV z>esXg$tLN&qU%7uw6O%wDC9l20P*qya+ZqXR}mfK#ptfJkEI7_NmuU(9#S(brVb?D_2vUMbNjK8nJs{HE zF@%70NjF0Yf^6;JhXOTiL74XkLmCbSD=}KZy?5ub?+GDN8+|pLU{=A=pH2f*<1d0 zv@08bNqUF~yw#UV>Szv<>UmbNv=5uhwxI2M|WkLDcPtnU2f z6qkYI?WOs5oX`$@1vhX6_EAU?cKVPS$4{wz^~(`Og~E1-^L19w%Wl*{%*D|KCH4qK zS>i|V8nyXq0z!=l`{`Vna=1pEIk(MJo~4s|5M)^ckU|c(HeLRR2)~bo8gYG>oMIDW zr=}b1-#vyrX^bQ-NhGXfe~Igetu*kf4sdv!W67V^I~3TN2khk}t%o?E^cGiQEKf36 zW0?{L*+YJ9`_uJ*5G|ZPDd`mx8U=)n8fr1Lqqexsg!sA3adWu{aMJu`N_BRF*2t$4pVCgX@{PCCJ}OpYkIk+H5-1 zYY06J$17rEKxice|AapEIuBXpw_Dzg66(S2_3)PaG{X`&wZwnb@CB^1A3zzbo2atj zm$JruZ3hEkvjjI(7v)aIHkEy1{S~^Z-Q1wnnOF&y*W|})1(5vvmF>XesrdGihCQo7 zM@1Q$Bv;>~iY-h3H7g;5Vb~qxkdWDs%b_I47whGvHhUHR^tA6pdwZ?F`h*?=yq&IS zp?B7n1fq2pol-9}SRX`Af$tZ0g~^!blUDQ#ld`vl>sn&LKhS60+Y{qr3i1xFAO|@a z`OmI7IJKnlpb2#MvC4e$f@4_fxFRDB*QQUn2-r$p4 zLu4KOBi)RA%1;Sjbvnb@T$OR9`L>$al@sJ71&@3_iv7w9jF6qpY;mv1Z2bqKhW!J@ zhS;^G82BGQ5nTr_@goJNd|0+N+R*Y+apy_797JnwlkV@s(oR7M6}V!xL=H=!Z}0#UdNIp2%-0rxuzEAL6)s`&5En~ zclz%}VH%Y`enwLEy21zgxf?q=1x_`%*dr`1xw{_Z7ZnR>R<>4sz6bRYsK;EL-rn4n zkqF97ZB5$LJs;#ZHimV`QOAx`2NgxJu#HHOH{hQusKmw|+Cs4jlk-W{zfH%-R}eu; zBAV}E<+tQ<{XCOGC^RvpIb)(fbQj<$_&N+zGja;b)WKLcCjUSz^MF6&6#P)U%k_Fk zcpBf3Qdb)zQi3pAZTfwKoko-VrIj=UDeh1!>z7=hLM;~5bW}jd%ZZ6GePYN^*aM>` zX($#+f-8}-`8x$|BDK3st?xtQSZRM% z+`NhmF{X34G<=|TARw~%T8y|m^z}~oY0mF5C^6AtsUc`j+ph7A495B3&5-x1l#-1m zX%iD?cM<-X?G9d2*U_S;=_g9{=x9k_wP3N@jo3!`JcHTtvNQQZdk;&%Lf55TPMPVX zDAWMA``GR(LvDf!1{n9+1kVx))`2M!2-|=5owzHAnypCP1!;o~7}GD#vQ2Ea1fe2(V~dniFNx}D z_&HEs*I7r!lfcF+4`V?s%h$F)+c5Eu|E&@9xeDkduQGRGQsaAE^qa?yD%~_?ulJ9# z>vJdLu%%1#<4wK0eU&KiP}FG!);{iF(9&xPeVX6%@!KR&9y(zfdN_H{69oH}z@w zDn86+SJ!4LPv=zHbBvroa?O}}wdu_fPEj2l`~)g=hg$PwXkB6FSHi>v@1)q`b53%I zAdhRnZHVbxkbT6v_GyM|xI}z2Aj6yaJ<$9ikF5l7M!s5mNi`(Sf2nLpc9p}ewK$Ic z-YH5Ic6EG?y8POpYEk~9^n-x_!$63!#Qx8k#YFMO22Y26UE{VU_HK6(r^#r+LPZ39NU42@zPkF~ z&KqaWvuDUZCV6@PR+TVwUddA~A@^B%U#o;C64upqu}1=48yo~Px}K~Zt`Dud z*|PRTFc28f+tlIjN-`W=(lJOOV73GTArC*2{`>=t1C`mFC0r@=|Xxq+JrjIJBu_ZP{Te+!ItAYk*tm`t*hzPyArsoY-EQFK8wcveO<*i zjafXj9M*&iMSXzo^M4g|6X3msWz-irFWD8=pShOizeVn!AXyN`*cEq&buw!n-mI$F zuAJ(~qhdy7308U%Zk?Tx3+T^uZG8;$5m{QJ`{LI;6fE3RpmI;mPX%;n0v<*wU2bxz zj!8T`^_4wl%9`rzXVlnNQL*BU8{V%TdABL)qncs?uC1hZtB<}6=V#_tYdj5dN_F*7 zrOfpcYYz2rY~SHlTk!eG(simY^~?53>mVe9fp{mzJmOPMKRJat56otl?zrbd{4nOV4l^={1=Io1}%` zA;EKPhNfDbS4A>XbWI068lT0d%vbveYmFV;jJ&T+?kpBJoRrzu{7+*Y{|`hcUUATN zYmL#h3+`(HDte&V`=6Q~<|L;MZn)8d4j6O;5SQAE1#Ep1`ae$(9kfiu{T}0gHoVwM zEEX%ZbW=mNts~+$wQr6YEA4NG2M?9)rC6Sr3OEJU&bBGBUgF-QxYqfY)07qWgU17Z9F<3i!|`=eGLAL!e*D`z-b%5_kw(S)Lo)8Qy@%_gPO4BPg>d}>TM&b=p zJ|r^e8MIDidBt$h2pIsKo=tmm=N&4WZNsXP9;J_Dt}@fY9eSO&#V(nf`&3CV<=^K1 zq|apNFJCu#9dCk-nu%=+y9#sAeR)zE$L>cPx$^iK6??$f?>Z(%<#3xlmEuXmw};P5 zB>TPXnPq&qEpziY$=(6_DTv}WLhCf?W1N0p*I_+FpW!Z55$%w#BYQtCAlP!^N%9cx z%PvJ>-rmxfLDr0k#B@C!F9P#Qa5rHD-X5I1tyaqAS9e$Sxx$Me`xNgGPTZiZG~#1b z3PYVud0X|Y8TY33lsv-pyUx!Jy=W)@G^Y$Dy_si$w&db|)3Vxq0K_)Ds&4R+Np>L- z)T#V&E3B|2EXiouu;vjnI6m6JuNbmxvqOBxeW<NmQTeRiefQ`~Bas;tJ*~d~mZ660GxJ>T-IREH}UcJi_c^b2+q`H!Db+Fij*hk>VavBGM-aeBFIETNpZDt<9L>GWX8e}!Aue|mBI$uO;z^%rudE#kU`XI#&i(ZYutpVQvMm3O3RNLp!eR0JpB zeq6FVHTU_^OOXGO>)R~x_O;@%N|<}rTVnMi@o&83cic#xF`Q|UwQwC)JY>f0Dd;;4 z^;!%9q|h?8s}C1E>>|a0SRRV6+i308D5+5$@zU$qF@zsb_K>n4Tf+lEX70icqP@<& zLf#1`GeEk^xli7r1uI(04ZijpKATyhiQAv~`p>2AY}df7VO-mc=KBl6i*%NL;A5(n zLiqMsMKTz?0eGvceR*D(vrY;oXwX*TME`_(d5+ugqEzl{j4{0Y8Uv9ZLY(i)L+TL- zqzIGQ>fQ1nIHZB&eC{7; zcH9I7oW@it{xjiaxTNSkTGTwj`T3)RLVe^Fv+V6&*q#K1D&4k?R7BPpLI#H-81;%T zyMB77g;&>QbUcZYvh=c6O#It!eZBYxJ_4$uQyDCs#Zm8R%XwZDoGogZZgNq%Zz5C3 z-YlTQ`!)vHUqI$~31Dp|uwrIgjrM03YcHtRcv+Ng^igGP(HpJ|d8Ugh@7&16jkGh{ z91w=5bL>%c-(Nizm^wN+nwtz$AiicloX7a4!Ixj=roz|51uKd%@|2N+egoK_8l#I4 zMDYA!_jxkaeaPn~sdCMar0N`hH!gTE;&Z=&+~8ZtFVmc}P1;+4_jCu*rods7g({_35ioP)x&T;*4Qr9 zNI*Y)BV93>OEXoF(D%i739XRBW2km0E?oxBKcK(a`4zilF)=Vv?r$Pg6;X}95l$EP z97vUTdy|_1M(d>idC0@cWZmo%wn#LHKTeCQxu#&YG>44WSv-uoNpOq2SnXLaePn58 z*DB7PKH5r(8HSgRdWQGCa*Pc{&wF89Tqz^z3Wo6#K1YVX+E)Az)cK!9gA@d18vW0A zC(Hhh;&UJ~+fIgse<$(VZQ1yy{tGd-umSrZMLSaUBR*vSZ*&y_D5hgO!_&E(bi6l% zp)rL~4stLOMcGMgOed++2y&QS&)Uw@(YNk%U;^qW?D35tNQB|i@b0F4;AF3M%2q{a6hl74GWFXB-LA-y)vJX*(2=EL`Zv}& z+>5<*YF`~Uhc|DP&LVn@q6}M7w$5C}2^Msd^P3|1{00`HeWo0mK8K&uMsx=rtLQxx z^nL6)9&1~?vwR7y!ZBnDaU;gKBZ}$A0U{(?$yNgR5sg@bTMb{^Sg)?7?B+a;4>cW! zvk$-P>qq0r*tJk0U^g|Mff8`8Z69;@SF)!@2 z6@>?REji`2hDCg*NOfkbAAEm;(E=NG6sAwf$k{r6SXY{nABkh+*9yhq6Kmb9Oa8f1`T|H`Zfm%g#r@0*3&PZZlRDk7bP z_&I#SJH;oX zKqPWv`4?B)Uu&r^u3tgyn}3ZJ9cY9_bPc9RfL z$hTMj{oC}drqxT?2s8gS3V)D6J3OwF`n@m%I()aM#(q$#%e&`fN)eL}SahLg?>pWr z*Sr_Nl5o^Iw6FmRb*5O*^)NQ%+_4nf2qD&Kz?&FzI$YfvH)2NDwwX&=rf%tI^Y;ZW zF&cKj=W~{V7@xnu)4P=CiO66YEW8^o(1*^?ua8 zCbL*x#<(=>-AyIX4rwy+&g>{{*V7j*6t;#~?G0DsB-Jki*-1#F6ap8hS+w)vX*FGL zx^EM+OC)QSmKPP!QzetIiw3Xm`KU9bO$JVU81o{ZyDkQ%q1cTJ~2{z*9-hLm(49Kj*YFJn_Fd>KeruO{uPDV?S@`BU7MTuS-bX9f{^L!>q*R@ zaLAtLti;R<4eJPpwng8YVi@1Q-cR+tCqKoqesQt$MyB$3p6-)$+ckWnE(DrbUzi#csB{i~*@Ry86=BP8X84)>AkCfOxfcMbeVQSBlk340 zQ_6J3&xhI;5dM1RNje+g&73bGJc1?X+Bds*oi43k7|ZcS%Tn+?9tX=tZnReTEO(6p zy9)|=txkTV^|vs=A2RK3lr>me#E>sGp%0|FQvXXdOEd#@>o9uoV52OdJP7| z+AmwpMAG=ad&m?^e|s93d^+BpE2JEYa(i%XWUX)gaO2zBSUpUPhquoBX9eG*niwxcCt=8FY{FSCiIvIBClpA2feCT|4 zUlUUcmp;QJ2UEuyG>)^Xee&f2Ai#%o++hnDM{1=L6w04in_ob(N}@RxNJXOt0wfJ* zxey|hzcWqi_NGL=SZF?L93zfwGX0*LJCVpCVK%UCyWn-FzIC6R-VteB?K@EA04VL+ zAR^m3MP7t#+9Xb+I`T_hs1D&K90K_Oc}BbLT!h8wk_^@ONcGc#m6fwOzy30ie^3E=MUQ1<)SX1aA*y~XZyoqqJ=JcB0|LPV8 z08V)rmblie?Jzj)(2bHA7vi0Y=>(C?ZHb??uafArrnUb-hjDxytyh>;;N~`;cHKl_ zo-GvSAl1&@ZX!QwP21AZSkY}E4e*1Q5H|pStiMFj{sZAkd%xSPcmh)Hc02&o?5}6$ z5K!zqAc~B`1Gy(>M=5>Ia8bX9`)u}e<@ z`Pne<=yHaY=H*zD$p^P77dpzO;effL5>^sPNKAl$gPv=<1N`z4OVWp-hUS132!k|! zu9zV|{MqXbJ|CF1PEaqAU~?wijpyp!@TQAR2}f)UgS0din7*5Q>AQ>`91s_$KChY` z{WX($k-GN${wP)68AcUkVV z=Ct|wMxQop7&Ch}6kanB1XQ7(&2KpM^8O}ocv=6nGs@^R4eic;_SguFnJsa8hDx56 zXaiQz{vl|DbC+%dP2IH+ng-2bS32F`)w&ju-AgK~za&G*9V}w}MWGaWK>_abudwLY ze%9>)Qf9iK5tiem`((4$fJyy1`47F5PUi9wJNW8j<#xl8+KVN$;Rg6xvRh*VSy%wg z31A%}C5De=E29*1dEx;Kt#}{wKi4de#C=(J+5S4@(T|{hWHq8|xfo-m8E`L`i1zJt zD9T}=LfD=Ot{D-rjU8k3IAznN#jwh1`cF6`$)W$koCfB1GZiXfeW|ScVEBjSOI!*w zG{^N|`oC_^ITxkFA4H&0|3D&xRxD~4c^q2#I`N)Ul>vDaE z%oc#s4!c8F55GQO>=%-JXRY-G`#yy10u$)tkW?;yo84>i{R1UBV9d-Hn&9q%QE(oc zhsmU+U_T5pJT;hqPynIcN=kjH%4?n6bLmd@_7ssG#@`}3`{u~~90k5kdm*UC$J+I1 zJq5Ws_C!zvAxu|XA#eERi~1cELFIxFuQIvb50KJPv+9N1LG0yE!<;DiEI1cL2x%9h zh)pHdjdl8VUHEkh`len3r@w|Bb=GKYKB`4U1JVYk`K44_ldX5th_+xkDH6;#8tyVFsrp2)=j;Eazt-p?_YxvYK2g#R=b%k$2h# zTBw9OA28qxQ9D0FPjN39a^0v#n1v%xANW`6LU%}=!XxX(tu6-5ja+QszFz8!T7ilfZxVCQjIS&_Tr z-q zb>VeAE#$o2ojCYuxSJ{Fai}mG)MMnn9ey*uudiM>nPzY8y|`&o!{qz1fvPYQawP?j z`5a|TE*4lMA{h8I#_v$2NHZc4kw82i9Z0nG{6$#IMvJrF7J{daT| zA7s$4(Vk2$xAR;)>sAsyxo<~kvBmAFe=3=wO2agEQ}Xl5%d@G*O>n9gkB~|C==5@i zF-_af>#jjenLHi5>8TbyPrexm|&o6-Y>}1Jn4!tP?k zVS`M6E%j*^uVnLDTP%&Hrqom3&w}yM$*z@Zej;K?#$w}o-&FM^3RyyZiXi=Wk~M$D zo%ZyS_2e^Y2d_3*&)+-t^ATT;?q1&Z#TBlLJLTD?jxI9ExYTLPlV`vo#LYxDmeRkd zn@zgd3ZA$V{#e$xzlP54CR9bVzOFTqSkW9*1SK1W5un0e zS7?XN3+a5CY!6?vCUmJ^Sf$jaKp@$+hQrq|P*2OWA69swFC3?tyQIb>?8$Dv5QC&X9qc4FhLJk!^4QfVE{8IZ7j41a;!`C20 zD0~)L4HTM>?DYH5T6)FvfXG?b?S+?FX~S!{16s>H?EF3G1j2<{(#URy3{UO2szk+C zOuPA7HWSL^d7gY1s-rek*S(1H((}Gd56z{c7?qwv^{#|~^RvXLQ z9z^beHRuz`00KJS13k6DNum37B%UQ1OHR|WMn(`(R7Z#Wz zLhF!$_s3p9&ORT(qY`ljgU(+nz2(oJQpGGLhAv*_wFRdwzeTMTGK!2weSpyQvc_a&or( z@D-!4RO}MO?xOHFo5c?T!i&? zw!84ym~4^;Zn%AGerYjB)`;g@tV?HKlWQMy*b()lToJ{NUkHfN9G2>BTlN36Ea2cvgTyi_z^c#rj3);>7i8?CHl=H{R1ATG0=_!+Yo$1G7?ZiVz}7Eu@fir&01* z-pRw_H+2JuI4*n}EW3Z^4dFMe!LLm&J6#z0Sv6j5PVGvKB`Nb*$tSXyEcXu2n#ky2 z|2AhNcfLI8N`MH8{NOp|mO-MWUT1*=&Y;%5Ac}lHIWJry^CFBoGVvc*;uc2~GDpD^r|p|$4Ob?qFsuj*DOODOzt1nO+u&gOlI&&S@x?!v zv_DDh90Lvl*f__u4j<T--H?ZFJ@wh61o5&Tq?w@fhg~t&pp!X zwFb8>iSsLm<$RC8{t^NPwTkebqsBW&5D=f{bm=~H$iiaVlR_7){BFRw@oL$R$NxTL zNAOzn^hLj5?ZI3*O8Hs%Z`R}}4m|?vHKHgSZAJlA+)|XaSbhvxd9+BDBcu4}PHTPl z{!YMy+QXN$HdcC^>QEv%ZKsOeQRd95KEX1pAo$d-y!My|bE#)acJ46A*e_^0yZ}F#*IJKY89Max1Ft#YX?>{+q$g!*v8td?g zk@71UX6NfC=tFe0Lh+WZF&ViyYkc5;d*T!|m*K4(R6_RN+CS;6VF8Zna2&TlnCuYW z$B^ypALxShf!a-BGnJ2-CR4g5f+cz=Urs}<*2^Ro+RV_cW06XZd7v3!oxn`&1d;rW zkHp+h;;AX0l9hN;n?loa=K_*KJ?yX{=@4ut8(*s!+|tg2AGw&TUEtTB1D!rOoq!qm z0r`uxq1K3C`^!5R3X`XA66YYAz{hl^%IF$_o($b8f(}7P_hO~j1e~hUzxe+0Kc^mL zY+_{#`4IdX_elg@ispNwOaEFuSVOQ(h<-$3?5DV28iArt(A`J_#>s$mYVZ_B$sWl% z>@6Ti%C&J`Ufe~`{?zIam7qGjXM>jJofCH+`D*1}+qetyz!RTZ;wN%?>yOwApMxbB z_e7Wk!)k?&!0Q9t2pHCe)Jt9t-XxoEzrX+Bc$ELne1*Ad=OZVOS&b?57C>d_+?3 zBEbwbr2a<2e`xQ7o8_WMsiS*-3wMBs!|Y!^c}G1&Temv@1Bo9#O^5tqAHPFv1)q)s zhc1_qbQ5^=7y_*15ADQ&$9Tvo#drm_oQ%+CNYfJDIH0Y&NRQ|JFo;&NXD5SGf{`9Y zKKH<_4hxLOE3h}&H;Ua+=DA-8fV%mKd=8WQ9khvJs@w0$NE>rkkPyJH z*Q&wWCB8W4ystH)Bz7g_E-bm2ky-Om4?p6qd7&cj&kqgSi~sly1%lp#0FmE=U({(y zhv=4)lGT!=vH5(W=bsU zi1W)Xb>y6;B#9WRG`IVlT{|F_p96R>1IK@$1H^dPN9$m%GKA-fk&RR52+ePS>h%K5 zxehYu&(WrEJ5-JV$U@<-vmK9(r&@}krNd^00Od?c9m}^MsC3OiMM*2%5&gPC9KKIk zSNm=pqcg{H%{AL(KUYOs(>h^@Pvb-h!Q{BVPPe}4Vz#u^39ijP6>X$P zxy59jX~mY;?X^&+daUxKpf~H^5J8{pW4B@9_yz$S)fHn}dajlQso+i|esYXf$rJcE z<@E39Rp5PjbKI=AQT`Sj`lbNj7 z-c~>VSjT0tC#Q220j_wv%q{!i5r;a4LiPMux95)sHe|@*(1Gp>z~^HB4`gEC;$g8g z&@^+()u!t8Yi|8&85_qA!lL0X*n|KQ?emfFqM*ecbZ1-5M6=AMG;6>dPGeJsjM$;v z^lIp0#>Z=>!ZP$B4#ryB_R_R$A5)iK=!Q~`paNI!&bFTXcAq%tpYcX=SD6;k zWcomTpiU~<3fwbI59j-O1w6;dXlL?2)PQcAEVXqpnGPdtGnkG?7lR zGFNk6dbWwM`CpXs6{MN#=($d728o?)&6K0k*bcJpZ|?Ii8jj?h?n#Os&t5Tj8tZ31 zRi&E!Dt@irnj(?`z|LOnJMWHL>PMMAME;#g2lV*`+E`mg%`h2Tin=Bf3s(tZ2**Y& zhXdBdcY$kzbYi#a-zLf7D#fsyvysR}VlpwE<}L$03(s!-+874N=x#rXAyc7RfRg6u zm&#C@GZ&RD{xOG;8rf49U&Ech+x|-Lj+2^6f;4rVeiQrrk>cp%t?^kwUwyMp(9bk0 zu9ebvw5>d2+-`gy(PkT?jloCxZcy$JQcf!c~xB9oViH-WDrv?QAN3u`DAW=?ZoSK4P{vB z`_$K#d*1F|hvSm6vqCAv!S>!Rq1&cIRj3jGU}oL%N4-uRyL>p@-xup=(6SU$8&6^W zP#$S-RYY3vrWMql&steu)g4OBMxz}PCweJsDc8Qjb@y(npr(bs7*7VgcYh23^w()4Ebq0t>v7lZn0MolnH?5i_AG zzCMhEzW2UX&JA;%y7F76nvfPjYffw`*g>Dk%8q{k*d>F**Dm4U{@#~@kcd0?4W!7F zLSJ;m!uPQMzLF42LrI107H0gPpX{89?>5r4>#Y}Q`@W@Y2$?Smx|Nr%Aw_Hb=H^~|D>CV!yL@ACw6R&vi1{gdF#4|%r@L~Fxvj;2za^6( zPIio!`;=rfLHaIXQA}&b%QBxj>vbHOq+*)}PRFb*y`+zp4yVUwt`549^cy9yloAzR z22VfU?dZ3}`%($#t?s6W--lXU6r>S;F~eev#aKm(sR_TlCbdRVoVB5>mkOyP*pv~cCuk!AF?n=cgFp&anjZdDNNiZdD?C_RM_~Nb)Y*6|y<`!zKEkdRwQv@=Vxk3wgIBY1=EoA#J=t zacjWMiDh|-E@0a@<@pcf;imK`6vb)#d0Z`3Tc`YOih&{Xl3)%Sh=8M=j+QS@B$HXv zg-ESp-I}7q&CeQl_1)%T;+FBa^7#qZr}uz!#! zkPA$KVq2@>D05_ROaw)rhvUZfwuP&vl4dfm|Knay!tOMf(XW4K)?wW}{^pUMSYnA7 znXeTr_xsem{)_wis3E8OqqcX8uj9(g;s7z>4H=qyl2lXW)J>uNJA<-nsa^aPqXZE< zhsb^)p`1ZrM&WIoLqwi`fMq-)HvbINM`eHA%c=es?MX zk@|^VEJlXIW!}nIEd-Z1>OED@!HG2a_l?o0_1)fc2y5?J8) zZCJL${lm`6u~nYczyD~K(+Ib9rpPrr(>4cPFvvC9XR1Jcxx2m<4@wjZr1{PPcNokh z<&%?#fdZ}NyM+JMUZd}Mzy5S{62$}2mn3>-WtEuC7+af?`#fqfbW)AN%fkN#AHC`NZtzfP+?(dO3y@72qx^X)ndL}}ciB?aI*E9s;whyyE7dqP$9R18% zy=IwmQk4)?H(A5XR6!6&fUtcwpmk2xEHF3cU$%BQSjc@Ia+@h|b_L0ztffZpa2Uj$ z;v$T$3tn5DLe`iy9P+tBzHkb*R~s(TmaOwZgG*`A!GAVOL!Xi}tDxoSjqO->pQ5c$e{(%MrmgwE}M z0O%O_k&_PC86*J-hWYA+KjzyDOi;>luiV(~e!3@tPSixrmGdNX3?ncM&7n43#nhws z?CiLyMB;@tI9c5DeyCaDSpJgMk>(MxPz5_6>y}G29DP7)=mM13nJ>w|kGE#O>u{mF z#1nthaR%Sd7jT924wYiok~p&ypxQjXh*&i?(=3|>>5I_Bw~pj|U0$Fg^LtXi7x3v{ zVr8*8`@%6ym}|6!zPn)p*J2ha1LfTS+Xw&8antL%{~=0OUF%ZdRI5$gc1yI&!VIi) z^tyg@!>xBOw^s@MdTAI;r8*)?`dl^0J-JU4W_y$=^+aJpp}^o&K;$HO*9M@= z2RN!*(Q_dmLMpgaW~MUIl;1e-r6F?-sq}*Qrot@t(h$)>(gkk{B0>z@_rprxGf41d zNnvk6cx&gVmrPJt&p(*YR~+jgjlrK4yxzmOmmiAfPd|QGIYBe><^!14a^`KKu%KVy zGfiwwv&jWBGXfF$%s>`!IxmZ7H}Afziqv{ImN3B&hQfZL`33eOx)T?pfPWy_%k>X$ zTvDgVV7ksPj0-LXZu?WMhK4aodTj*TV^oitQyl&WWGHZinuTi(4F93kkLUlG)3n}i zvXA)}lAQxR>q$Txh}0^v%OsLM_KyN~FC}B&MhPQYFj65^W8N6Omm0!pF{h;epQy(m z%YE1?VA3Y~JShekgN6U=-`4aOa**ezDTo!0_*-N6xV|(eN7AL>OOYBgKTQrAgUf2MC?+M%oRf02JD|UwDiUa>P0<(JGkI( zqC0JqQ&V$E7m0jbrSdSd`Zb-X z=SKq>?oRkdx`2pC+NIPTZ>ZACsL%C35IF!_^fmNtDbhwFPC(I$fpE(*yTvx zGIbgjXnc)(J}o2O5tM&eU{6VJLi?6_Dv48J)kO=KiQ=^JF!3E+$$t!MNhxtDc<8#a z=dk3`RA`Zh>@Re$XsODnMy%ZcmT0a2@l}JMT^1ntXLu4eq0L@+7`FV)#p4~N)d8Dy zUS}_>`Cj+&`pp^GVH|V&GctGqfwcYjfVM9P_`ZFG?$}>3W(gLtE#@qGR6gCm3P!Db z4cwN$5E2o|_+Gd<^&;-Fh0d!yOCWj%B1>6> z$xhsEkjAu@TyxC}!PrrXL9Mqmw=I3`3lX?RKtBogXe_F7bAGHq+ZU1HOdNB}ULJx* zM;;mP^~o#0r)p|fC7$x6teF2-iT%elO6uXP>YQ_BLWjTy^-#QU@}Clf?mko}VKn`1 z&O&?f0YGNS%Yu&=EWQ7X|K(vMu+M+IcBbhv8=%dR3SR2VF3@Q>{-15wWG<7*u0enT zR-u^BdHjR^Lx@8A%(6VD&VPSUzo*H65<1I&A-yC4aEKF6=;dzaF(JXV!SN5`N-mA}eH=0L4Wa(wYVZ1c6WR>gz{o29z2lmP zvntrK8mB}=r>4GQJhgQ6{2RC`LSHd3{3A2}=7?|+!)HYmr0c`+XQdbnk4F9fmuJ5Z zdJF0=I0qn!uxao$=pSfccH(OoI_dEL8t5~|!w1J-q<#3W|Fg|FJ}~+<%vOA5Zvy zefq#MAwKWcUtMU<@t-WfhHLZUVxy%0$Ht!$qBwt6_X?mkYCc>N=6f3u0$!5ChKG>K zSL?iU(Hx;!NmO3;9^+5?eTOU>-xAXyFUxp!6vQeSz{K1VwvT~R(HZo)6Yxcr$-M+y ze$EOCD{wClbS$1sseTv0tX-Hf%Y+*R%-n&{xrgqO9S&Ik^zS(N~qy&}S z@z(lwag^_DBlW$-k8F*Y5QvFG>$vJ$Zzq3Bn*z?tVF`4d%O;-1%|A++K0A-<9N>_> z=OjanO8yeOK2#9Q&%4(7uKWX)+qLg6wMA(X@snxz;H$g~OwblEYE z;{t`a3aWZ{#iyxap@UeItklvRK0m3R;df>sV)abMO3?A=4RFDcQAS!mj#2=7@E66& zE=2VEfGU8hHz9p0(E%n@v~&v7oBaL(K81ahWpgP>_@EI^Errc;xyUI{6f>Sbs|c5Z zi`3!`bH>dF%N}4BlQtqQxoTwmmSb&l7UFi=1foZQIZn`}DEhKYq(^~SfCXHZS(14h zIUiR`&9Nv-!&QEaDtwGQ7iiL7?k4Y4rWeF2>uL!aC82|p;B%yZOSk2ZmAx;LUL5ta z6t?`QCf9Vgfnw%;i`Q%qpPit_&#**>ZHA5_GF{bKbc=BoGYwy3`{#YItRcIUC{q16 ztj=m}nfu4i-0shXh3)A&jrFtj&~hgys0O&zzRZ2ER_$5!g7mMG)5Cm~Rl$A8>(M1( z(0MKJie9)*%^LTdlT;Sw+>Cy=u^HH{FZ0S+bFLTCZG-W)JMx|*bFO(>vmSfJg@S7d zoedQjtf?dmlHZw-A)z}|1f1hdIoa94(pix+s9k|Evh>;R_XP<2S#QVObMW&PC8tH- zQV`@=7QE%lLZE8Hu_eFF0xaE#aa_NxMESFj-b;|s_2c{&sRa?rs*Q5dkAhe%3NZa; zYA4=cN_pxL%7T{9!ZbReAV zf!sGqIH34iOi>^yIIkb4#R3P^l!rtUXJ`3&W8%$z3TH;V?S1Z|D6$sU6uT0#0)==O z$Y}dbG@)uO0~)YkoP?0SJcColjP{!Vx?YyaFp!<#v=m}yq$P6Jn-t3h9AiI%3_5tO ztG6`lQ+^-N0EY+;D(HJ&F3vZ=vd*9mjH3U*x0ex;f?(uczj*!jghIqVrt|iQF^TeI zdq>slW%eMcJ``FYXHSks;Ept32-DcNe_Nf#MMV`^03NFp~?z9ShiklSUFX-)E%}!|=Wj|(Ic%q334f6eP;MW2yfw7lPqVJF8($v0Ny50iU zN`WAYnPtsM^j)J{0phs=JY__#GNr-Hl$SE+skBTMJXdy6<5m)qa3P2$jw^_G%7+f_ z@zD~lGgns?_@~S=f?W78cF}h!0;;IW7N9W;q%ivt%kL5(mLpL|x?Y4!Q4rr&8hvf+ z#GANY8Yj81&+MXz4pM5;p3XQJE$5=|sixwxv;Mm)+3)=M{&E2dAcV;bI#f&74dplA zyru$EF0WkLEYTS;7)<2YY$PenmoO*p7}ZdnMcVnW90wUK|K(;P%G8>wPsGU#`9 zob%sufojtW_qo1C$%4e^!lzQ$Ea1=)!?C5smEpqJ#RhUnYe7K{QeujoT(Pf#rCJ{Ltzl};kVy0UrtXaJz8nY|sb z3FjY-o&Q@tw5j>A>Dw2bD2nZn~%J?hDbh*Bhm7 z3*!4`eRSLuqhIY${&wC-p}t^G<;t1Q^RA%C_%YL%t;_%8NBLd~U*I;uKVO!Q>n%YC zuDg-CX8o~U^X{2~DX(8s=Q9ebecFcJcKz8MAbNGvnPuWAB13edP(SdS_=>{>Q2}Be zyPErn=}uHcF!#|d+PfL3vR@rih7wPIi8ENPWmg#}l75Ill5&wPC7s4lzZHM0Qzj63 zceGMl%tV~r??4k81VC5^y16=*DC;P&K>6i%CxP_gr?{6IOb;fqrAD1yCY1TtA596+*?z7GrL{RkYRY&Ct=9(EBuA3%uE62f!3SVthaSRq! z2uY-g`_n`c?p-OJ8)z^SCv(aMni?AsTF5fJ$Qvih>!y?iqrv(HOa0Ejj=(|8{m!Hj z8qD77rCgQG!h@XttRwIeD7YJ_s}A^qjAPg+mDcPbn_1H*#ZOLsBz%eq8^}I;@%^pZ z$cnGO1JvBD9=;(OB$Q=M{yC*LQ}X<x8l5cZQ^gm5BmY0lOOsBuf621*~JWE+0+QVlA^OTA` zLS`mM`F-W&DI~hjhDKl|9is`KpPfMCM~J-6ps8~^p?y!U_ma;7bQ6;u!JPfeIr z{JXW?erwOkC zx&Qcw_>4oRm+9^II)TN67tYkp4$jm$vusg>XkoVkMBL#FtAIBbn4{}&0A`Hw?Y%RRo%GOq46@`Gl344 zmy(3^{)u4cn_7E9UtB$NM?1&ou&H1uxU!|uDZT^Wv?p11Z0}#Q(p1tXOWsvlOsk>V z$-K&w&uT4=-%ZCaAaKpU9vf;oE*oW+sFs}9%a8c#w*Axz8^7-rz^;4(vTAvMU_1RG zHXk9;c`G66>-5Xf+3{CaXL$N&K)RFga*g+|Yy%K#L7yXMx7GFC3v000`SIHBhRW%J zFBMM)R}L=S)j{5=dmIr_k@8v-*pa5z1MQWR(TG90?PMvuN^e|`-IFg7_wDXCS*tRO zR(+>t`yBGxmt`OU%x2I|J z#cuinCGOrh>HL)a7W|9Tk!t=a`yvPi>&i~#1)jNGJ=jL8QM~ugIKn@1=!xWDOijk8 z$E)jy8-MIPy!HA>=?y*7@1id62Y=J6;wD{hHoiumX+Fp8IA{3dfKgGzDVwJf&cWXy z$)8b_9KRmPbDVLKoV)hvqXfS{8=ZQS_LBRF@T&%sr%)fajPg~Uez(qkF!3euJok2I zqmxsv+EWE_-R5m;N57qt^K=c{T>W8=lUVOKv#dJ*vZQSM<63^W$a?qmy4ourb;aCG zO+!uQk8)+@1}n80dtXGfy`$SFT_$!X>@98Lz7i_s7!y88XqUh*RS*Kczn4^RZhuzasSE> zUp14V6T7P!_gh9gsgy^{Ijy%3Ys!O`6}G?_RyJ0%N7}>8 zR>wcjJa;(Zsr<^a`qPm;mtqgTzFTHDI+XL{ZXQMbm$kPOnO-@RhlXc;bepU-pIP6s zPH`rFAvx+dH#W-6X?nSd^w>t{b-+~*w_s7WUwqNyD6d9fv4JUbeiV;7zI1$ctRl_~ zkTxGb%z7pWCY|fJg$xxlj`dt-CbU*oQyiae_bZ6FG2THTih7`QUmje1Gj5wvfc9Hz zTs?c86xy-_`-1VMl?MCS&hm@o-~m#l2c^&}*`?A9iQph-msT3}2SY0#W3Np`Xm?z5 zf`UNkUdL9K@(D?I{E^h3QKJIu>@{%_8UdtL&nbucStQ7!Tva~}#oQf4RA6`52rw4{ zAbBGz3^rbTC6X<*KRwTv74ee_!}BEq!4*?$oac++v!VQrpp!jHoK9-98aCW)3GmfpC_tuyB;4HOj{{UQV8nlQ0^LzPbnABRc;-zDY1pJg%w?o z^$sSRsy0fyeL^W-_6%Men6;qAz5=I*U&dk!%Wh52V-~)z+j-(>s$Sy;%eygdKBD1T zF+1hYj>ff*w|zI~oU5=c$QGVY8vYNmfln8odUj{@f}{!8!WSd;Is&oW8Xfzj#532q zBIoSOhV`}qbvJimWowO)x0{6VZG%TQ+biAs)APK0^$FQW($&URFN-R=^z!AR$Lx2T za~p0&-qLPJ9#(sxh%60IEFR0S#cg&B zUb)5AGpEjQ<%6pVRSCO?x4a5%3t{$irV-cJ)sfQoE`-e9zUqA6FJyDnN>!j+tyejy ztEZK?_3+xKhc$1XH$T}~s7BR^8G}?3HM6X{vS)Wye_h6cask$-!91&-F&~{QIakC~ z8&2Muer5almX^QKm|J6e1FLWB97*1^9dC6}lWBFNyRvB7KQZf;^En&cTiQdGUmY4Q z$w^$tmG1l?Jyh=vZ}PG#*BUw=5$oq$JN%(`N@dOd zg5ig~3raRSA3S@1ix~~ITsUDBbVD?(v!Pa{rvD?0sv23r>W7^Ih ze3a;M<=|I~n_5oy?vH+AWnZ~$eS7avze9`=tJ{1({CaDkux@O7`|D2$CQVui|8w4$ zdA;erot*D${C)l&m6E@qev1zjswoK^PSzy)aZRq>J2#EY@V_p*qaRHBt}CmxgiNuX zmi_j9(Q-Et1i)l?!AbNGyb`>;M$NVzA{U204Ff`8mV`#snC)I1Zip@KsdD!w#{r%Jb zTc|SHS#q#Q#~qZ&XO`v%$PhaBA*SAP=8CbN36|>KLmULM44ULgPLrgQMDSO#Ch3#* zUV!7*Zsxm-0sqn0BESqYFF1w&3TMOYWG3BE9UkHoz^nAt6o=RaW6;pncqd18x{VnU z@*foHI}9M_;i$Yz;;M@!UNc zWGJ-U>v;tc0I{JL=$dnFW-;7F6iI&+%_y| zTZ8SNZI@LnlQKr2l^w;hn859)r3{55Cj-c@63cB%XW^c<&kv}X1!$2OZ2ruiCr zZ~262&)7lm%j26gAuKQ;`u`Ktem(!UlIS(tX}u&<=8Pga^z+i{nbz_{Vb@EHd~Xl( z#AycUdhA0y@8qjGqP=Dok;`AKLMDhIbuE9M;HPS@g&uWlc=60S^V3CPtuUiCT`49U z9)!?d_6H#jkLYD{xu_3cUbs#jH! zTW7yi3m7nrsf4cMPUSA6a|j;PBFwDQpwLiFI6RWCQWSp7pq=jL@Xk!PKIG ziqu7!l`&0e(y!MGYxbe|{7j0s7zh-4FE3p0``uf6bX`(5uT1bVu~%AK>F3tdD(%_3 zPo=p2i0UXR>*Th-jSYxAE4N|GsSU}`oZkB3<^o-E^fF%Nmwy_yMvB6=EH|njG0gK( zmdtQKnYEY=cU;hT?!~XmSJ#@A2Ndc|?DT@E? zFj;oKwfK@BOYX zJ!~1i=RN$wHe7Rkd)fQib)SVnd@s_D$lQD&efHa-ZdvW%yaewYzI`TouUPG%#iYWPMKrw$%M#|9bYayi#4q78kk$Y@O1Qc*QJ%Ve zF}UzjzuflNSA;A)ssq;G`R87l$^Z`VU`6rqt^m)32+&3OQfR>WVBnja=qAja(3U)E9Ji4KktKe=r~Hg} zFc;_3Hk=>I4&=gFM*&A79=d`RsP^AvoJS6t1)Miy1K^|;Wg@`h*h7r1$lskJ6ITN! zq^O^b%n?9SG#J0c058PnQA5&+vS!E{40@a>OKU@3WQ!oPvE4hEqOilb*sHe>y4yKt z)8b8K5_vu~schixd{9L`lTkYLqLP1TTQdK~N|lGC%vxP?{nmW$@U5t>;8(0$2Yco$ zrhc?WM2hn|k7Rn){KXhNi*CO_TJL}U=}75aU@(8p3;djV@v`Z3^yZw+H;SE0cD~HG z(P!&<*l|s7;RQd|hDGHp=B{0B{S4&7(94RhWd)yqY-=R+?dSytHV{M}9^k%yze4y> z@Bl>Qg6U;GnAn>i>8}Y=&K&8?_F*|vCSajySpT6$r>CRM6J2Gxwa+Vn3~+IM0r6Xx zvDlK-qG?E2G)i5e^X;Z}2CFIDzjycQQO3ZLThL}Ynv%K#N)LZ0tPw5OrS}RgQ~!b! zw;c6X#534^;@Z+s=V*)8+3LGJ)n8wlo&3H#`iz6SBfj3?b5fYYN5O$&MCi}%xpPc< zr2zj|tQqh-IN5+jb+D7yr$J*hurUOpLWnX^RGF4y^9~Y(OLAv=nGn}8UFXJ}p#E}| z`rOqn0x!~J`)pm+_4iLM1RX0WMs4l+{c`4sq3!pJ0k3_AJb-u*=VA5!#&7;)`lM4N z_rm<6=n>)Jo!yn?nq`2@$kmQAGY)-EIt~6-or3Wx*tJSnfi|Qi-`v zsI7{;mQn_-FcCGzs5lB4#yU3lW3C9)`$P}1@O(M41PeBlQG=0SY|aFeWtNgcgMGI( zG{yA^Aw)W{*WIzF1j5TvI&Avyf^IE$M`@$>0h0J2n^8v=mIb-n-~iW%tl&;M$wR8_ zAX`BDI4H>Qgjif51Ih9Za-c~wHs>Z$pOeM_KjdT~_GeLvFx(~HE+xp&7CWjgC!ebY(5v)Wf}>!CVQe&5A59ywLfpBWNfT^gf8veEj9gg@r9k2Vs1p zuo8kn$=le!8}1vPy>w*L&{KiIKFrU{Z-UUZ6pPT?}!hx~QV4aZ9$4d7k2X7Xuu-7o;QOL?i>$StTlH zW|lET3N%CiXLc=ONm^zU}C=a2>+An6%U_^lquaL0;MIE&uOQWGSTm=^i zXF=Wrto=<+-V{w+NUffY63hAG*s}siI=ft(2b3maJqKyNMe}NfLf)C+)|ajp`S(BnG%Ya6X<;M6i{xf7 z?^^^qsP;fv;_ir1JGzYkLJuWT;I3n6n3Q!6)7`etD;!@0&tRqnq5=1dFUlvO0ZU(2 zmcx@~AVa{yv;_J>g=`dM7}@Ow#X7;3im|qUj-_L};_ba4cUN83zad4*BN>-Ffu`h6 zvZTZlo79OI(l!Y>AR{>a8!S%AHo$l@RPbD`5X@xc6g{&BO!*(3p&T5a2kFy<+mPOf zKmAG5E(qjWCKSp;=Cp9SZZc{{iiT?pRiH^{rjxfwf)Y>SA)&&QqBQlu1-5j48718j z^rYl7!JM^}6G8HLDp9BbG)c2UM&!_ypiVN}5q#ftTPRZc!Ix(h1IbsPuWY_EeJ;Jp zHUl_E_Jkb3cl^e#HXN{&V=q4Lxvz^+Bsg8ASb58ubZ6OnQ9X68G2JI^kawjZs8`IQ zp#U<#&2fvRrHp52FoHU)Dasqf*(&6{XEXsG!1IuJS9yV|P!&AN+)b4& z*&^6dYVS+@7qUei*Su&b3P=|$nAi+QFq&b!=1~$749F^xO$le`iQp+1o1zpt5hoKw z*keTJu!w-5&bM7pYQz1$!a%v9+*w2#TS}-giV0ys=)!n0Lk0J5a)p7okzvNp2SQwL zU?jIkXo?a=folr3BpUxrLDx6ZBwU!-9~^Db1L9ASB$NIHZe6|sf%`oN{pxrwu!G@3 zh#SK=Jl#2-B@=SRe3!z>sRNM!57AmN>|SwuAY6#%YBMd!5-5sNlLmUiE`%tJM{;=E zAQ5D%y}%Q~d5{hV#|9IO z#h=co0xFjS>}s^HAb==Lacq%)?fBVxgaud_V{Zk2Ki4rdeaVX#|kXRN=kkkM~2vkF!=x5M7ArZPM%BCw1xC3UL zT;+8*W^6F>qo5%Au{r2kyt6|j4_<4%rf%7o~iCoXW3A}2KAu4WZiG_$4CSu(t#w4Y>{h~lrG zw@#p=F##R_!da1Df%#S($YTM6PG^h?YW z)=fRfvj0jj2HOU5mj3MWZIaVO>6n1sbgU4VWVCGcqbTu0XxCY4B8~+E1>-p=iUQqn z0QCO_n5HNO*9#Ou8@v^|73~XFg!Vtt43U!QkApNxMlx&=JUU7sZDeviPpDIGDMBQU zd4Coz#+n>OG|2qgIRh`6IE=Bu`$wQ>?Udrn&Et(Ak3CUR=vOeuHW z4dxVIX1H|#RUDVDB-BC9Iz*A-K>{7*;LrXmH6yTUxC6a0LyavRZyyzosb~SBAJgfd z-N6@mlBsxnn27K)cejPMAu9?QiUHmfe_WrKp&r$4!$XO50NTx?+FF!DJCf&R@Mk?n zyK=XmXb)5(Ihfs#<1>xm&zTp2Gtb;djSnY6z0&|DG*E_F5E&~(GCJar5NxJDC6i17 z(;5fQ5F#N?i4hU`qYTVCuI?fL)IQtzRR5`6&t+K>s$WH)3^n->&_^9AZYyO#{n z5amW#5Z$3(S{vwwn2q|U+i&j(87G?IVA@<{CLb&~X>;%>^l5CwZFXJ<0tfbKHWQP; z0!v{i8`t6Z@1y-PRFOGsMcK~av!Jus5_2p@RpQ`*;kC$=g2{tBF2}ZOjS=oVuI)=T z9;@DPvFX!Dz~Q3`znGXy?p^oO6PQ@$K~*liEA9pWJ$IS=iSj5^$Bq6ZO1>?G1<$?g zR}jEayYpPp>sin_H1e*zAq4s2?(mRBj7`W)cOoL{SZ5}@5e*}0+{ZCQ60#BfENKOL zrwpcnb>SGs1~C09OviNsS^AfEEQlc+Vc8C@q9{}o;3&g5Z^Uq(SfQ*t(9%6nnNG(F zj3U_Z5@cp50O3Nl_mqo;43r|SVkoyOPYRM?Vr^AmAxwD#FGPt7G?dL#699{fnh=d- z1UV_7VfI~DOziMHD>MXW+BgA>4Utp@l4P2MO$Uoer0?a*}^G`6D5>mlJ%liTpo>;~ix|KguNmr8-N6Shat)7x#l zpw(Ixd-bq-45tUXYb~DgZsg)tsvF4CJ0?AJ6meoaU#vuw=T5p!xPvW4+|K~X3v?bM z!|!kdKe4XVIJ-!06Am(-6l}Acb!0;4)OflXHQ+u@X3iHfHr?YkV!(Jp6OJ~8aZ+g9 zRR9#DK;M}kS8p>k!IWVBQ^4^Z=G5mxTnY_Z;Gt6JXb{zq)6SigFgA(|Pn0SJ@cJ$Z zG751fqA30>D4b^Sf{x+9YDOensL$h=bR1~zAf1iNX+e@D;#uCqB{-D2#SjB!i(W3v z;ec52#G7(uUC~tpFl#^roI;i+y-ozLqWH30i?Z=Zh|jv<2(vVRzNw5I{o3cF!As_`565}RzDcij8RbS=7@B}w#?8dWn+%`P+GjgrnN!Eo7< zf5qwXw!l?I6Bva!5)&HfQI!5GCPW#!Er`w4l%X`rzZR$Y^h#a}4pO&qqN8CnfWOeN zaWNyr!Bq+pf%vdnew!+Yyg>qetaAmK2E$$jdFgf^HC*39OeWN4kNh_6up7uxwaA*{ zGJtsTCz$4xV89AV$1}sDNBJ6P95km1EG4jh27r2^D5{N6g{mD!l@*!GGOyAtdRd->^(;8>++ETP-NXKr0EDi!fa+fFVtd_h~hiMPbYzXJ^C1# z1-@oxyAZ-LT?_9rT~0Do(GuY25JQf7siR7)4$-)iuE@J2iA|Ovj@`F!#og!>_a~hY z=Sx92krePBLTD?rCCJ(p^28tu*g)CD@F-U|@nG`2b# zhPiYygJ%fs0w@gEA&wKMz=nC-)cTo55+XX*W{4p{x9QJK5~pNBh1vIt;%BL)EC|p5 zVg-3Mz={dsMVN=cKLdjV7+~E1!I&>g$FYIMCPjXi*ZD{e3!;Mm&6!}D1B{331v^~b zEKw2cj66#iQOXDd16(6x14ys`tq)1Y*n{K|uNLnpIGi3%tX z$G=V60^wC6mlgOAE$cE&oLLaj#7O~z{ud`O>%hH5_&p{BX)XT;iEC8)o;D@suD$lE z9zTp{Zm=kiA~g6Eth?o^*sXqR$GuNX83DSN9I1i1ehwGL595N}1!IhLZNepx;SNO$ zd?ls}cy53oswp-HuhjF#9b5q&AgMFzfWQriGs+PP+8K=Aa7Uos zp9k)2(-W_K7$O^_kczq)NH&?smJ}etHWskonYDj{D2--=^ob0pEQFUuKLbgQ5^H9T zK^LMdL_r_`&_-nC>nUPVy=m*ETV+E|%>qBb@=( z#Q++>N)^8hH4@c?h;j(&7cbBc2K2D4LBP6x1`5qZ0L%hm!SzAb+N2BI%0WaNL`~eA zt;^61meQxMW0T>}9UVpDA%==7(*0EuKvUy)Fc9I#o>784q`9$9Yi4SGa8r+C)WOTN zs*t2TQB4i0OUl6y9AhaKdjN5m9co7St53$TU?h7DX3Z{CfAO#}> zhE0d>4t6f2J6Le;0POfN)WH|K7;p~KnPXEH0CggZb&5cK6G3=33j{k9fSOQjj>X7#kBZycC7CTme<`e<)09j+k)lCu^gCsYNtn)>H#$Ds7^~c>( z$PB}Y0HdLzoOu2YchtrV=N^dEL|b9Z$uScuuxP1WP8VEIVgM_oTIpCO!~s4!LdjXKIS%X${l+k6%ySyW?=sSVh}_ zH)p&5e^810Q}|<#Zs-)ay#BRYz;K;2p?8+ zce}Im(kZPCmV3fF+&6${bZUoJ+G4zYCA{UMp%!88lUD2NXmr!!p#i=nRW_t~W!mlT z%`7cPZu|SS2ZwrA8xenjysF@_8u=twFP~QXu}xR&k2kYQp|<2m`p>aX#i@=YRNuQ) z_H?6zz@VRCJ~eVVq~F0jAk|Cu{c)J>}o4;v{g~g@w;N;ptdC| z)MrdpJ<`*X5j4&;+N>Hyk)_CtnJiKORp>%>5IRIr6)@M$Wno-PrVSB1Ona|LwW0wg zgpt?4DB`3TV#+-CH*LKXk^-o3g|aZVtPOF!9oB(_9(9mHlpA;!=C0V?IppQt5%rJ% zrYq_*fLxMj1xQbJG(C!JJVE5)+KEk+KU{#_Eh*|mI)H*Gd5uvigD5E8FywvQ}If3ghacR6yCKyS2Wl?K!?c0(|QtqP2$o$dYCrU+8#A;tycu| zw47_2L4TFGiYA~2BRKVR8N|8)Rjowh#(;hLgvd{tRY9bN_y!(?v+MaTopGL!p!g;a z$m)@9eU3S%zBKDO2w69j^KzB5=#k6)UC45t=<`^m!E%ubLm585wv&D%{({pTlMnVC z`VUgD&J#(VKF))*CQ%*F8Yb-yT_PV+TH}FT>mGcvpq15Z!OAdBZ%%is;Diz;VmxFR zT)Vi9idE@z_~M%e{9)3!oaJ`}SzpvGH>K6@A4XGuHwSb^{dkD@TSJ)!86QbuJHI(L znbu9HMs&q(agX@)HV{%dkaKN0BH*RU+gK&R-G$9F{>$y3Op^-cnbC2eP;x)uB3? zWvX8-2WATU-d#EwQPnUT{oSjlfXaNz`ki6$t+T{!wM?QK{U-L6VxNPLMp}%=(&u1K z&#kpqo6PE$7r0l74kj-h_SO3m_ay(1)V!8cx~A=Nh7dZ8 z2S$%czI@pnweK|@RkQ}@Na~TybAdAzbF-< zYd&^bHui&U^8%SRq_F=>DH9LOrCJd;5G$7(dnRo?3l~!#8}v9I{9B9+(H^uq$iscg zHF*1-7+X^Mf?&7DCr1AzY))W3zU@Fm*4-uje1vj+>W%Q9r^~+7O!f2KZkW>>$9J%! zU$BgfJi|Fm_pVCh;th^zPs*ruvFD~H7F@wU%dOh)W@1V%{6~@}GR8!-Rcl5m>C#@? z!>MnhaGb%;5-^co8A;z0=tn$AAA1#A8@%>yb*u93??(vhL)HPU3#{x@3GEIVYELy3 z+l!Y&I#>{mAMbEbBX@>}QhY^&MTN2fhYVPKFS;t-D^B__xTI zFqnh$mTmkVTeYNa-FodgDABf=@QuLW$tn72x!b<=oPkjOvz(S;)M`NcSCRir(b{BX zec`~4JF(rkhV`Md>W|@S1G;x-;%6$fydZ9AMN_L=ImS*y=>6H@KgbKSFSf22=CG9k zPB7g?E2ic&4SMFdk%|~OC?@oT?O#Do8o9{1^jznyGhLZG{+29x=^&qwWp#ws_r?ANz1|NoiQ)UX zugK6krEmPCriY;aT6nbg^z8apQvvU$y2$Uk6i92)I487tYNTKJ(15gWc=R>@xbirS zsGiU;27AojAFvu^0VC%@Pk{ zl)1-Z+#~c-VflqX6UvjfXXdr4pWe83-`Be$!FcHq>-e^7F6|#seD4CKp2fMo0{>$B zw}(=Hbo^XVuXw&Cin0_jhUb51$ox(1*SNRbwJG(U^7hL%9XFOH&LetvFieWql%NbS(JKB8@t#r8Y_>!F`K8f z*fFf|zf0z0;fCU|UCU!d&R^|7TaD}gLDEl@l`7|(O8I`|h*<*G9v`gPz3qDbw*8A8 z@lC7qE8}kk!gm^l^rrS?2cyT=oNpE^|LPc4(IH2&{dX*~2vM=utb08weNu;{^hGw` zyq7~CCCj+wDQ>?uhZD8p(FF6nCv5LavvzI!Oh%+6bayMQs1m$LKf}D2W$!$;C%j`+ zu5GZdf$R44yt~kvytrJK>O;wTuMqzgmkVow3V0H_-x8)u=5=$kG;6aCeNAlA8z+6X z!V))J)pEN`y_TI?^Qs7Katq>quBpv3*4>Gmn6QbMe((QTHv9eiQ&g8z7bO^aA0o$@ zyRr4E8e^oy3aB8&<|ciDMYMAYKaJbSjUH6iZyzDR9DLOV5ragfK4hTHUsi_S;PU%9 zWFaISE=M_QJHa|(`hFmeCE=f3TY`VfM`)!NWhMm%qhVDt)|q{qHq`|jU}(MKYYye> zes3IF8G&8Zwa{wJ9o%~<<^cLSf7&6$N%VBsa8V>FVIA2tXrIY{5I?VMjoPIE6(M3L z;frL+liRfF%2bj0p1f^;<lEAoVQP}tejsLY+r zD7bUwZ0gQvnwt0j+@{rIzvP9aFLo9lt(|#4&5Lxe!^_en;PBXu816EfP=C;42W*z# zf%^}_C`I}#iQ$&r3^R)L)kH?(@&~Jj#Iss&+-lJFC&SYaH4@nB9Ovi(C&O==l_kmv z`H$#5{xW7bIiazGIc!PX56-jSj{NI+Jw@+Z!CA6z>T<~LhKNdFaR3+WmPnwM1J3l3ZrelCIVpVGi6e z=@#$mvt@*LY1nYP`FGi=zD|e#tcYK@-7mV98Qld%qo1yS3I9DX%~gY2DlRG$TJKC> z@6K#qY|2(Gth0^#6;mxvPf5_?S+wpn_JMz+CS1oKQoS@^*lV9pY#VjcO94AdP_~)8 zl9pGJQ_hxla9-4XtqT)g(1%;Nt!r(2`4W>jmEID>GLi`XrZOx}RC*k29T0BVvp7Xh zDm|}CxWR_=i!h%DU^Db(UA=&J+zv_NT%e*D*vW!JCLEBM=Jku6Z#LSKX?uU7UYN|Y zWt>jiIjo>feAzfsEs6eNo=UJ0MhXO zG1WC($Hx5YUl#Tlt@k~@LiTtfCXK>Nsw`< zM=oDmjQHD;kc9VHqW*dMyMp)4eoCDYj3$9Yitl$G?~%^j z>vlGp&O_#Vc=&B?(6soJ1`E%3G3M{I}*h3U^*{^7{-C#V z*ZhI0qTIx`<6;KNhWeJfhGf?+z%Q{5l8Duk-WuYUI4Af*>mF!y0Vh?FUFge7A4qxwBekL4QD{U zKApe+@L}n72BR)B*)N^QOzZLVIUvMI)$de|L9zw;p7-A7^i!GP+tx4C|KY-0G$cxq zeX08}aYL?maQSE7=J6oE6Q$$8jF5jIRWq~VYpbhu=DqC4vD4ir46^g9k}XcA_O*42 zTqB!T&{FWw3$1A~9_cAkTh=QCEy@O}oegVyynWvt4b@9bD9$%HA}QJpIb?@2CP!ED z|E%r&D^jz6Kl2~dW5*~}vt1iE;eLMmd;5Wya%%_`Yc4VUZHS?J=xNM?m%ZoOMmsC1 zLo-wM?;RS-AkV|4gko6j!*u9Z_TYUUId)t>*AdnqpPPgafEf>~}NnNPu)-te3akrN4gsnX3`V z$P=h6LZZt04GG?{Dt&f>wjS-(?Vd!a@BWv#{8)7(NxZ?s(!U+?=BL(S=aHa%l?;+c zv>cdX%e>8izrCa7q)Gn_tBs>bdX75(OfyGC(<)@1eK4OOc&Q)sZ65e6zEh7Mp1oIC zzmzL+lhK1yc=|jB2MPsV$t*sW(lEs?ioFS(K`BDk+AQts zeBVW8B+Izg$gzma&U+r?$B@Xe?s1Yd^AQjR4J=+QiyYdhi|PAS% zjjd>~naaC5TT3DZ#arg#U**_^BDl7E4{ zfZqD;l1G)DxvWp`oK_aJ$8Vqc-e|0SH*|I*abbw3?GwQ_){LKF`~L5}?#i=)ujjON zD!yUYCUoG4xFw2AdPWvfChc-^Jz|=Ft<8fFA95gntNfczTVl&F!3%ors-m-XWt2C& zqM#@`ATP{2Pq^zQmz+{2S6Y$h|3sYjD*pYGL3jHd6Iv#`ifyXOcpMC!ZiAm`o>yaA zA4#HK)Znlf&2@6>l1K1*mNC+d%45j|0Uoy9pbman!Yco~D*%`+P48mP^{?ml~%dB^T`CL=*g zqixWMW3YATO5o=S_v~|@+mJ9!%h^dSmkt^0$`u-UeG)UKJwLNfVxS^d<=6U04vcv`im87G%52No^$qnf4OTFUzQmM$Utw6fnlxS9T1*6K6f-udEKQJ)E&#Zlcwyp{N4BgS5 zDR!b&5c42Pe3Budlmg+4mK0^Y-zYLej{Zv z(Cjix@dxggoF*EU+w)jNAKz;&xiind W7L;K25g2QsPwI*`0xQvfU;ZER5U!;F literal 0 HcmV?d00001 diff --git a/test_detect.py b/test_detect.py new file mode 100644 index 000000000..4252483f8 --- /dev/null +++ b/test_detect.py @@ -0,0 +1,9 @@ +from detect_function_dual import detect_image_dual + +weight_path = r"C:\Users\pasha\OneDrive\Рабочий стол\yolo_weights\yolo_rusal.pt" +source = r"C:\Users\pasha\OneDrive\Рабочий стол\photo_2024-06-18_14-25-05.jpg" + + +res = detect_image_dual(weight_path, source, device="cpu") + +print(res) From a5525a32d5211c63b5ecf95e5dc45176921826f0 Mon Sep 17 00:00:00 2001 From: sherstpasha Date: Tue, 27 Aug 2024 15:48:30 +0700 Subject: [PATCH 8/8] . --- draw_boxes.py | 148 ++++++++++++++++++ gradio_main.py | 4 +- gradio_main2.py | 122 +++++++++++++++ predct_images.py | 136 ++++++++++++++++ predict_images_true_not.py | 146 +++++++++++++++++ tg_bot.py | 313 +++++++++++++++++++++++++++++++++++++ 6 files changed, 867 insertions(+), 2 deletions(-) create mode 100644 draw_boxes.py create mode 100644 gradio_main2.py create mode 100644 predct_images.py create mode 100644 predict_images_true_not.py create mode 100644 tg_bot.py diff --git a/draw_boxes.py b/draw_boxes.py new file mode 100644 index 000000000..aaf195abd --- /dev/null +++ b/draw_boxes.py @@ -0,0 +1,148 @@ +import os +from pathlib import Path +from PIL import Image, ImageDraw, ImageFont, ImageColor + +# Путь к весам модели +weight_path = r"C:\Users\user\Desktop\crispi_defects\data\exp3\weights\best.pt" + +# Заданные в коде названия классов +class_names = ["Пузырь", "Трещина"] + +# Расширенный список цветов для каждого класса с альфа-каналом (прозрачность) +default_colors = [ + (0, 0, 0, 128), # Чёрный с прозрачностью + (0, 0, 139, 128), # Тёмно-синий с прозрачностью + (139, 0, 0, 128), # Тёмно-красный с прозрачностью + (0, 100, 0, 128), # Тёмно-зелёный с прозрачностью + (75, 0, 130, 128), # Индиго с прозрачностью + (47, 79, 79, 128), # Тёмный серо-зелёный с прозрачностью + (139, 0, 139, 128), # Тёмная магента с прозрачностью + (139, 69, 19, 128), # Седло-коричневый с прозрачностью + (128, 0, 0, 128), # Бордовый с прозрачностью + (72, 61, 139, 128), # Тёмный серо-синий с прозрачностью + (70, 130, 180, 128), # Стальной синий с прозрачностью + (85, 107, 47, 128), # Тёмный оливковый с прозрачностью + (106, 90, 205, 128), # Сланцевый синий с прозрачностью + (46, 139, 87, 128), # Морская волна с прозрачностью + (160, 82, 45, 128), # Сиенна с прозрачностью +] + +# Функция для рисования легенды на изображении +def draw_legend(image, class_names, colors, font): + draw = ImageDraw.Draw(image, "RGBA") + padding = 10 + + # Вычисляем высоту легенды и ширину на основе размеров текста + legend_height = len(class_names) * (font.getbbox(class_names[0])[3] + padding) + padding + legend_width = max(font.getbbox(name)[2] - font.getbbox(name)[0] for name in class_names) + padding * 4 + 40 + + # Координаты верхнего правого угла + x1 = image.width - legend_width - padding + y1 = padding + x2 = image.width - padding + y2 = y1 + legend_height + + # Рисуем фон для легенды + draw.rectangle([x1, y1, x2, y2], fill=(255, 255, 255, 200)) + + for i, (name, color) in enumerate(zip(class_names, colors)): + text_position = (x1 + padding * 2 + 30, y1 + padding + i * (font.getbbox(name)[3] + padding)) + color_position = (x1 + padding, text_position[1] + (font.getbbox(name)[3] - font.getbbox(name)[1] - 20) // 2) + + # Рисуем цветной квадрат + draw.rectangle([color_position, (color_position[0] + 20, color_position[1] + 20)], fill=color) + + # Рисуем текст + draw.text(text_position, name, fill=(0, 0, 0, 255), font=font) + + return image + +# Функция для рисования истинных боксов на изображении +def draw_true_boxes_on_image(image, true_boxes, start_index=1): + draw = ImageDraw.Draw(image, "RGBA") + font = ImageFont.truetype("arial.ttf", size=16) + width, height = image.size + + # Рисуем истинные боксы (предполагается, что координаты нормализованы) + for i, box in enumerate(true_boxes, start=start_index): + class_id = int(box["cls"]) + + # Преобразуем относительные координаты в абсолютные + x_center, y_center, bbox_width, bbox_height = box["bbox"] + x1 = int((x_center - bbox_width / 2) * width) + y1 = int((y_center - bbox_height / 2) * height) + x2 = int((x_center + bbox_width / 2) * width) + y2 = int((y_center + bbox_height / 2) * height) + + # Проверка, что боксы попадают в видимую область изображения + if x1 < 0 or y1 < 0 or x2 > width or y2 > height: + print(f"Warning: True box for class {class_names[class_id]} is out of image bounds: ({x1}, {y1}), ({x2}, {y2})") + continue + + # Используем цвет, соответствующий классу, с прозрачностью + color = default_colors[class_id % len(default_colors)] + + # Рисуем более тонкий полупрозрачный прямоугольник + draw.rectangle([x1, y1, x2, y2], outline=color, width=2) + label = f"{i}" # Только номер + + # Центрирование текста по высоте бокса и размещение его слева + text_bbox = draw.textbbox((0, 0), label, font=font) + text_width = text_bbox[2] - text_bbox[0] + text_height = text_bbox[3] - text_bbox[1] + + text_x = x1 - text_width - 5 # Размещаем текст левее бокса с отступом + text_y = y1 + (bbox_height * height - text_height) / 2 # Центрируем текст по высоте бокса + + # Добавление прозрачного фона под текст для лучшей видимости + text_bg_color = (color[0], color[1], color[2], 128) # Прозрачный фон под текст + draw.rectangle([text_x - 2, text_y - 2, text_x + text_width + 2, text_y + text_height + 2], fill=text_bg_color) + draw.text((text_x, text_y), label, fill=(255, 255, 255, 128), font=font) # Прозрачный белый текст + + # Добавляем легенду на изображение + image = draw_legend(image, class_names, default_colors, font) + + return image, len(true_boxes) + +# Функция обработки изображений из указанной папки +def process_images_in_folder(input_folder, output_folder, start_index=1): + image_folder = Path(input_folder) / "images" + label_folder = Path(input_folder) / "labels" + output_combined_folder = Path(output_folder) / "combined_boxes" + + # Создаем выходные папки, если их нет + output_combined_folder.mkdir(parents=True, exist_ok=True) + + current_index = start_index + + # Обрабатываем все изображения в папке + for image_path in image_folder.glob("*.*"): + if image_path.suffix.lower() not in [".jpg", ".jpeg", ".png"]: + continue + + image = Image.open(image_path).convert("RGB") + label_path = label_folder / (image_path.stem + ".txt") + + # Чтение истинных боксов (если необходимо) + true_boxes = [] + if label_path.exists(): + with open(label_path, 'r') as f: + for line in f: + parts = line.strip().split() + class_id = int(parts[0]) + bbox = list(map(float, parts[1:])) + true_boxes.append({"cls": class_id, "bbox": bbox}) + + if true_boxes: + # Рисуем истинные боксы на изображении и обновляем текущий индекс + combined_image, num_boxes = draw_true_boxes_on_image(image, true_boxes, start_index=current_index) + combined_image.save(output_combined_folder / image_path.name) + current_index += num_boxes + + print("Обработка завершена. Последний индекс бокса:", current_index - 1) + +# Использование функции +input_folder = r"C:\Users\user\Desktop\rusal_data\data\test" # Путь до папки с папками images и labels +output_folder = r"C:\Users\user\Desktop\rusal_data\out" # Путь для сохранения изображений с боксами + +process_images_in_folder(input_folder, output_folder) diff --git a/gradio_main.py b/gradio_main.py index b89b0bd51..c8eb0dfdd 100644 --- a/gradio_main.py +++ b/gradio_main.py @@ -16,7 +16,7 @@ # Путь к весам модели weight_path = ( - r"C:\Users\pasha\OneDrive\Рабочий стол\yolo_weights\yolo_word_detectino21.pt" + r"C:\Users\user\Desktop\crispi_defects\data\exp3\weights\best.pt" ) @@ -177,4 +177,4 @@ def process_file_wrapper(file, conf_thres, iou_thres): file_input.clear(fn=reset_interface, inputs=None, outputs=[output_image]) # Запуск интерфейса с параметром share=False -demo.launch(share=False) +demo.launch(share=True) diff --git a/gradio_main2.py b/gradio_main2.py new file mode 100644 index 000000000..c388849a3 --- /dev/null +++ b/gradio_main2.py @@ -0,0 +1,122 @@ +import gradio as gr +from pathlib import Path +from PIL import Image, ImageDraw, ImageFont +from tqdm import tqdm +from detect_function_dual import detect_image_dual +from detect_function import detect_image + +# Переключатель для выбора функции детекции +use_dual_function = True # Установите в False для использования стандартной функции детекции + +# Путь к весам модели +weight_path = r"C:\Users\user\Desktop\crispi_defects\data\exp3\weights\best.pt" + +# Заданные в коде названия классов +class_names = ["Вмятина", "На проволоке", "Накол"] + +# Расширенный список цветов для каждого класса +default_colors = [ + "#000000", # Чёрный + "#00008B", # Тёмно-синий + "#8B0000", # Тёмно-красный + "#006400", # Тёмно-зелёный + "#4B0082", # Индиго + "#2F4F4F", # Тёмный серо-зелёный + "#8B008B", # Тёмная магента + "#8B4513", # Седло-коричневый + "#800000", # Бордовый + "#483D8B", # Тёмный серо-синий + "#4682B4", # Стальной синий + "#556B2F", # Тёмный оливковый + "#6A5ACD", # Сланцевый синий + "#2E8B57", # Морская волна + "#A0522D", # Сиенна +] + +# Функция для рисования боксов на изображении +def draw_boxes(image, results): + draw = ImageDraw.Draw(image) + font = ImageFont.truetype("arial.ttf", size=16) + for result in results: + x1, y1, x2, y2 = result["bbox"] + confidence = result["conf"] + class_id = int(result["cls"]) + class_name = class_names[class_id] if class_id < len(class_names) else f"Class {class_id}" + color = default_colors[class_id % len(default_colors)] + + # Рисуем прямоугольник + draw.rectangle([x1, y1, x2, y2], outline=color, width=3) + + # Подготавливаем текст метки + label = f"{class_name}: {confidence:.2f}" + text_bbox = draw.textbbox((0, 0), label, font=font) + text_width = text_bbox[2] - text_bbox[0] + text_height = text_bbox[3] - text_bbox[1] + text_background = [x1, y1 - text_height - 4, x1 + text_width + 4, y1] + + # Рисуем фон для текста + draw.rectangle(text_background, fill=color) + + # Рисуем текст метки + draw.text((x1 + 2, y1 - text_height - 2), label, fill="white", font=font) + + return image + +# Функция для обработки нескольких файлов +def process_files(files, gallery_state): + if not files: + return gallery_state, "Файлы не предоставлены." + + detection_function = detect_image_dual if use_dual_function else detect_image + + # Устанавливаем пороги внутри кода + conf_thres = 0.4 + iou_thres = 0.4 + + for file_path in tqdm(files, desc="Обработка изображений"): + file_path = Path(file_path) # Преобразуем каждый файл в объект Path + print(f"Обрабатываемый файл: {file_path}") + + if file_path.suffix.lower() in [".jpg", ".jpeg", ".png"]: + image = Image.open(file_path).convert("RGB") + results = detection_function( + weight_path, + file_path, + device="cpu", + conf_thres=conf_thres, + iou_thres=iou_thres, + ) + detected_image = draw_boxes(image, results) + gallery_state.append(detected_image) + + return gallery_state, None + +def reset_interface(): + return [], None + +# Gradio интерфейс +with gr.Blocks() as demo: + gr.Markdown("

TZUOuay(ggBr-)UPCU9O^`uX~;`Tcwxb$IH8XD?06-rjp&!7B| zEX?==?7mIlpick#vmCVNLr?Ok+3hpuF@bCRT{$*e?pAZkM&r^OzlEza5lTN8X&)tqRcGQjc$Z>rigk zF?^FU-2a?jD1!Nn2;N-`Q*Fr7lif;NZS8Y<033eI04<;i;C zc92A6{Z|kqU4sZKk|}w)?jiFaYCv>6vM7{c`!;O_=#Cb2MyaBk+VT^`p+3e7W(T{{ zM-==F1o7Sxn|lsr=^Ch{`Di^Q((j?=DlO0JkABk*UV%e99)Hx?eg0g zmJJbYz|*IVUO#^GWwU)sjv$%jQ)Z>uRzbZ9%OJSup<4F3isyL6Vdd!QVr76}Go*(E zj6BdNEl0Uht&!{Ru8wSQ)h?Aj;@L5W-{>!@pi-;fKbjDu4Q5WFKTPu3P zmmSTtH94+k>p-VQm~lsC!dzda4#zR$Y%JAQw$uk*gAS%E$K#qoyRT?wGSu zfF0U=?nOxPSnZ@OSc+owY9=u594Cx#iUPH872|C zUWImZ;o^IW68Ct&ydX(R`!^}_PwaUc@7t;e|6Ijg@Ti8-Zta-m9QB7oW6SZubpEm) zC0f2dvQ<=$qKyA`FZ1ow&?Rlh`51|eoDV@) zl(}y?igloqWlawK?~8(xl2Oz1W7oWk|b=bGvlt< z1{dt<8e%h}ds0S*mmoQ%K(w3I62tQO_;Epoyak?=_6O3=~yl zO=sC$$A|MdtJtYIRZo(n&C-q7V4ma?b%_WNpZ)3q>}1>X(n0fhL%?j==Prw?iXh(C z&-HvuXP~uEEjcP&+OgFP>Mmh1Wp8!iRxNqLb;)Q>*;!|d=-@Jx1}*VmR=kj;FZV*p z_6-N&8x%K3zP39}XiBV)pUERZXhhnZZzWzoCw48;{t5RkpmY~}Fw~10{-i%8@A-ge zz0!MqG0;4;ZYG=3_mBnHp7uHI!jun*{u0sAm*2y0Cb2|5cpm-&;3l__YTU zF4P|I3hfGS>`dFwe8uW`pG66CM_|#UMviq6eVGO))#({bh0Z*IA`Ep{{1URw*)|fL zs0MT1kBU&Uoh9`35f|rxeaVN;nxe!oe#U39z%M!<^080-YrEOJYlX*pwzg(nE%)VK zm2t)4)wXhBMDQNtkk(Jt0q||5jz4?3T}G3mUc24n*lRAK7J(^O0w|Ncnc2~ULA(SV z(X;Si{<&kB^oDhPemA0+5j76>*mhrI5}#`JWfSt#!sG4s?wQ7M6Vt}mmbn(i_n8+5 z4tVg($9M_CkkR$yU?vm&m1omN%LaqdOb7ev3k1hGQem3*14l6(ebr3367bhzrh}wa zUFXhbbC&mB2vKBEA9k+Q(2$cUBamox<7U9Sd$0fUUi_6s^#Kn3^((iVFWXLl<~@&f zW8hz??o2iA27^G>Lq`f4Yai^H7d|UJmt#3iJPNH}Jn# z_#dwceG4bWehfM~GCd*6Zp|M0KDFg5F695pbCCvGCZL0hDmt*w{NRh=t($zO`Ih-! z5$=Akn)HZshZTA}Xo>`P;-XXrtjT}!q{F`}S@I_{naN@~ZK*@Z9B? zlc1?(u^tmcdYI7Z7LuMLkeRmQCK<#orqj) zjFJW2jyZ2gAfg4$Qr(WDuJsoJq&(`20GBBaRK%Vd(N`)M%Yh#nU>-Rj{ZC14?L!hHgN}dHVz@{oW85bbIHGEdA zF%jQzg}6JAV~EOqKEB}87a60l(R5uC+A(Z8i{ow5RR*gEvr$vF4~N^$kNHL} zbJ{nZeP-5w)I;)+QJxDRTd^OiwAuIZpPIhe<0N%EGp{k@(pWh(=MtV-*gP@WF3(hX zs97z`WLKGM=2Er9z;3eR?9_NW{f%_MBTI!KO(E5T*B^AM4vva2u0m3$J&`XF3@&8M>4T6r9f?ft^DA9^M38hRr{;)O3pJcM`uB(u*pIn)N#r#| zHFFQi2UUMr=Q^e zC;0yf{(pl1AH?5(&*}IH{(qKD{yk2{Pon-OQU4#F^{4N`&fQ~c=hbMRyZmW#k^M%r z%4dsyD~Tkko4l*Po=fsm=={x5iht(Ay}m0oLEwj~n6pVFN6S=Ie16^N`fSyP&^L>z zOXYz4EITS^onU6#kN(TG{g{vMN+e%yk(5_B%i6`%b7fnE&^PzT?c9S}x?Ay}Y$;!n z>4~2C;NeVU42>n<pt8MdSAIpdYR_Bod68FanLUxut4T! zlPL<9zrAKt)Z++S<7b*yKlWV50udD_7xqnsEZUh4W2=R|*N6Zs+&=yP+h3=PWG=Mp z6&u>1JeDHs{ifPm2rW2ZclE(rJ`fv>cg-QYCgxIU_H6nckCr2&Y>DKT^~aY2OI(U- zI*@LBV_;lG=;0Fr=(cnsS{w9joBX3ljiue1AtRpc_6^eoNEPGyclTi^d1+BBAUBPM z@n8W)<$)|0dCccoaFpqDEFj#t1h>QjFX`(|cX7#AE!$A!J?Iy*S@;o-v72|rRiu(l zyIW4P7fpu#d>nn4AfV{3jOIvS!KH@TVU#0q`9P_dQ<_xJ9$Yzh&emUwGwxlA?}6r& zYJQEL_^;j^mU(Z(_r&}Q^m6rAj74y-N$)Q;w*70CaAD+dTn^n_#&6!t^JcmuX!Q#H zq4|NpjH%2KewxEF`G-FJ|N2t=~gK(-ns0!`Pnmy ze@(gy8TC}YwRP`8h3U`1`rBX?em@bupMiHWCrOUlUt;t<+tJ;pQ>uPD4SxGg{xV6y z|2{{hzR&xEo0-{u9BsC;0!0(Lj>QHxX=w5!e9X~JC2D7Qk3_`;JB>QV9lAPVV23`2BGxe??qnqUkypC6 za4RJ^r9yL!Uku|}gWShSn8BY4rw?&IG>@Y#_vvWXFBvD!Vk}N8Iw$_x8v4MhW(Q{? zU?r&DH7?NDy$WzWy6Z~N`nQe0eZLVEaABr1G~h7Km~rge)+c@+afMAwFtXDKENzO+#cXu;l5*Xo<*M!Np6{eT8I^YUra%KZN7)_uKlS9iqa zi7*Y#%y0U8)iSUDo8iJ4yuWo_=B4kSV&I&9t)^@B%{OMfc1qcnyq7h zInD{)SOW;(+|xi@iJ|+;?3eqx-n?igYHYZC*uwvv9>5fEVG*W9as7-Z~EW=nJ=!l^5RJZ0z?b(U9Yy=Zw^0(@!3UuJ!e`KQ6bSS z4|7{u`my6+e;b|ov;Lm%p*?3KK#KB0=+;mpoBdQ$nO%+IF2T#dL&e#?sFHM(DTv0< z{+G$Tv_7XZqD&?7QIVWoGbCPT!G3`DR!LZ;dKP5OlI0*^rtgli_;fuecHt&HM0-NM z7IQ_AhOx)0n(xhKvs<&@#*-+r%QImMQ|1vaiS*Aj1h37!mO6loYraZgEJL;0&f#S@ zvd4Hx%@=;gPcz?Xf5OQ;88%okSgz^bDvY_ox9`I$B}np#bB}Es zAj$ZHNE^IGS<#BYy=hjf1k%1eiNcHv1vba46%K(R@g66VSRev!m5K%bIY5b+siq*R5 zoo;PhHmN42%FWZlrhFlBwu&90J$QwX>Gc)k{5P6%z=rA!Ik2q;e^oAU1TJn|nHWO*fZ36gzi8=GfO`rK{Wb;z8|pI4Z_JPt$nc9)1JQR4>m z53z+b=TN?L@tk#F#zNcYD>_lm{h_&?SxSu!lxufxh>tz1^Ct8S8Z`|wr5Tl%>_~d4n(aA6*~LeK2-n+c@7|r#yu=hj=uaKCo&HD2XN~3 zT}>)TwldNy_Cj)s@!43*1;K)Mqk=QUoRoM=^*gySiyq8#wr3j+q)WzF=@hIZ-szjr z(q3Uy6=&~|$P4;iRQ(^3i1x4c3}%sDLwT;9wr~Zy=r^ioE~R+CQI!Tr+_tBK#+tly zAqE3uHU{dOBch~sj|Z3!c~XOGV$hpI`#I4@b&ciQJ| zI0YsDDt$J?%8MISmxuCIE-$&}tEqO21aHGgGU_eQ)L7D`4NekH#;%DKC|+(}2yx$( zdOER6Qv7Q#T(K9*;S>nZjV%#Nr*4vQ{W-l3ewm7V@fL19`q$4HW?s16CNcYi&>PAvvON%}ix&3PA?SUczn)Y-}_H_4;RT1atavL&k!#(Eb%CGPc0+Ra; z%AYG*Cx(Er(9{|-iMZbJEUR98qFJ;R;#*fk?7{5twEXMm@pj%xR&|+<4pHI+VgX_!Z?4ZHhAYB#>8)2(ZSE^|Y4R|0ZZ%u)vUK+(-i%Nvu%*GdCZqmW z_n`#<=lB{40<}>1)7<~)b^@0|^)eKoE=*l>rPr{%Ibp31+8Tc<6}V6JY1k=KA8NU* z8zt*ej0LQ`XLpiq;p|^IpC>d}a86auY5FXSXfjk^Ln<`QWb>Ik5|ok0op-XS(IY}( zEW~FEzV*rQyzj$ix=8b85^!UpiGvZ(OObXN0fa!{{jH5UnlwXtJ@1f6xj0+&-uwM|))C+&q1|WdEkYLFy^@vzW}f2Q<(aZ>>q*^~Skj}J5r z_t?n``z!4c-At&DD`ONVGLO_H>pq4^GAJIl`CRR8bHMcO<<&Ht_F@}A%cr9>_4-fW zF0BaNFjM8wRf!bdq0`Wn_718?o(^+_5*RDYdUDp6==NVGwkYVE{ZdCO9Z~p9lPA4Q zItYNxl@&=!a2X4u}bIv%bmTo`G|!=)~=2@i@_(inGsjjOcxv&R`;|^kgpwH0&&E z3B25JJa$Kl3(24!`t#?$7EF&@Utg7DwecX?D!W6RnwKflID@M<$(9AC_7Jd|nGP&( z3g(`i9Gn{=TYvn38I$V!o-X_2YYW9<+)5T=mveB+*o2ih7PF z|CjoGNE&G^qgjQx#8yH*ww;GHtfi3c}LZbeTQK43K{z$!Ir34 zy-1?=AX*C%Jg#s1aM0pj!D+sHze2SaQ?A74w518{&cn*zgR8UkI4!j<2k#{y$Z_|0`5>a)f=N8Efip1H3C9{w&o1WhIsAOMwg0+>7iBt=QbL$Y5X5v}b?sz;c z%r~^+uLL`;RCx7Dfdr4^bMU}^CMc&Q)VMlQDKi80d0HbJp3-j8e9kKP;_dJk)Po^c zHt@sjBjng){|HcI1a6c$dvDM~;(>kY*h${b&4HN#osnylUu0@C4h{=Yy7r0ygcGea z1fG4Om|5cMaXnAOj$`@Z1tHK>#DZTlA6lYW%h&?VA8(2Yga_4Z;WS#Pm|fvCJ+}MS zO??9EcqF5ZP1AA8@#7B53D#eM`zXx@FH9UROoVG{nxdUnzR-EaNm6 z`EhEb_~B~|XGj96g!Ei=ZH46wO7o-23*yo!R}foEWb`3#4wMm^?A2RMTNd!uJytB} zHu%*;t?mWzIXU(kqwWyVNq1%cE&&>dXHjr_x_Mo6d)O&JDsHz~rX?>X2-uESYs3N! z(xMNKs*7ghSr%`-v@2C3i&LX>;fmrwjDXszXzIt-qXP>mWGplv+ZcYBiuEUto5?&N zJmnSHiq=CqRr}4l?!ID}Se0y0x3aQ2GqGN2%MX)JkkKH?6Rl=NJ%y5?Xw>?yygQo_ zp74a#&*fnwloGL(L=93z)-=>Gnph(gK5g|D_ivgE#D)vy*CA4O8eP~KVw;5~jcAw* zEyLwbx$gA$^;rY1$5LON|+o?K;X!%IjgC7d@)Cd8KjcFTG5G#l9^a8Y%OyJ77ZTKFkz z_gT8bF{i{>mibR(8p@s9i|j9Nljtix_d0{@MstnDMVW4eLVRzHl0|n7JV9rS6DjpP z_p*x>-z6?@`$lyB-w&SrDp>#DZ_C&A)I)b}ng!B)w+DUN$?D_sk(#Tn+uN-`{rT3j z+A5qGG8Oa*a&R3u$4LU%edgrhipEp!!ACn}D^M3^%o9s|Ou*bGJ;c3PXX+F(r?>=a zcYU8FzS2uC+}}$_%RAv}?F=GA0)89Lf$Beo(?ReTWUp`zK6~kOj07#7 zk8L@}rPo?ZmtHqkdS-RG3Ess;KpVh*AV$)iU$pz_iube9h3o5W&8?p=y_lh5=Uab3 zozXx`IpI>#tWw;!YE;^{6Bk@KhFdd3^MD?8S>2mvXx)2k;63JgoWzZL8Rn)JMsM`; zN*(L7=?OJGm2Q0ufrfm3&W|IK(US>DuA0FT)4rY9c~rYqNOYhH|1fT$^V;9WF=r7u z6x~(XQMCQ4#(>;=`|{-nIGc^X5M%xx8TJ41XGTjExqG~FBr+5#-ZhWy-uPVG$MUe`l)#x-W^M4V_lk5wFOMdT7K`3*H$>7J*(_h9o@glZYvSGlwN z!rs})s~(=FlhhCcIf}%+$%rDK!ZNBT;fQA@6>@p>k7}w)t15f)?%m4^dYq_5I!+%y zrxlPd649Y3-tCwc=%|0M?c^y#)4jZIrB}O6leXWKa6(-0kL#nHw_FMv6Yq4d3n{vA zZtJn=a>G6+6b9i@3tXN(+6^jAUvg8maPyqibh02n{Kzxuw0pMjzwC3b(;#2aop&KU z!Pv^w67LqJOBC1n-9xoA52(^I8f(vv>k#;ElI9vwu-rErb+@92McN8buVd~Q203Aw zyPrfK6G;@oZJid>6lVE8cL^Ia(fD_A8f4f`u@R1aH7VcN3+GBjdqgQ0nl4FLh}sb5 z;$5g>Z@6~pj%}v8G9Yfr{G+k`{d3ZHxp1-@p2HH?9<~_~ZogEplgcmFqnlrO7ZIU8 zR4QSAWL@s)nhDBq&tG}WX7W!GFR$ufAWolLrF+%e_YE}Kzi@#>6ACs0Ym4X(C ziU<7>i?V5l(h1TH_SwmWJMN2)1X5Az5>IX#hFoEPfygscYrA*vYi2Q{1DJo(^?yj-yi$TM7Pp4Z0;tt@h~o{@WvPK2~z(I54&$xJMW+L zt#Hf98!*?)J-sXQbn>z9Vx34?zE<)Jp`5AffjJ^M(}rXg{T$|K-7+E@I9)^b*=7dX z{TCEX&lPPAa{lk+vwvl@S{Z{#$L_rKQ{d?Ej`d&dM{e)poM1@BzZh;21!F6MXW=oZ zST&Lv_xB1p{srUEi%M;xDjc{%SLM`K5VN#arx3m9L;M20Rqeqci(g_kWilwGaqeVQC1}0#EYwBZ~M~WFPB!54Ju88qBOMov-GoJ9NiN zLo1Sij9~jRyAPJst*|&p8@1BSN9>Mw?rI2M-EK~XwXx^BghTy+`~zv!DFhu)yALRt zHx_e3v5mbj^aS9*8E&E~icuf(T1;iy4IYDz`tgHM0;PVG6qc=N3&Sl~?-^_+7{J|A@=%8QA;V)A9xBhDBg3H&I^4~HZ3GP? zx@5p6A4yo!%l;W-ItD`FjRlX4MMsJFXs%n&)4M=J=Nr+?FV_lC`E-gW5PQKPT$XUDV0lACM=>B3JUQQL>K@M!0oVcC)2b zB|h|F?dCjJ?Rx&iV*I~6Tg7bFmN`8ByZ!utkrUX?Ks@!&ocRC$wSGnSnbu>;g^3UO zj04}(id_KA;}M-V7z|>@A4{4ipb}fbnIJ*fS>czJ*2UPAK=P>sZ8`OVDPeq389nyC7Vujps0$6%vJxA(51_MFTb z0b`*VpzHd@q<{HN|8uO@d0t+nVM&IBJr+UHIw35n?lD{uP;P@Uwzc&+2mV-5P;VGe z#su1P_sIsBQWoMz>KQ+CtQ~Q4{xKT@u_U!4I*7mgNZP!gMw;LEWGv>`m0Is8Euo_- zM4V^QSnO@3bSpi?4oZAXrUb5yz<45>J`{jGsC-LL91Z88#ksR5uS1vgG>iKsB_daA z63n7XRb1_x6WWX7pM~*LIov{xSX?i)BcF_RKT{T%YJ1=}zngzZ&~*wq0~(%5Xl<-x zUV--1D5*m~CfR#bC(gLN7J6^w!9IvLzX5jw`QP-%7Vwdyf3TUCvE1LxoWh5Ogq-mT zzWTms5dw1%s^B-CeoIv^w~fRI=Lf!gZ1JD`a-^zCeGaR)ukxfJ;HFpki0nCSR%l1L&3!b0894X;^8eF=rlTcRnv8uH4 zMLZr|Fxwxzw)X!pO9oEcq=oe$5u6PRWZ zrMZ0dtT_C6*ej-Vr|_WH`2%s7D;onCdO+#Ei(-^7)rs>&Jqi-L`nI{p3Yge5C-Z{-`fN-8aYOBhhA2H@z_%|+cs>JPbz=#>brhiTT5U(32yHeOi~#kdC@7fQ?b}aETa5mAx1rmMxPv*rCMKqtad0hFnh02Rd;JNH7ooe_{G_2&0GxJg6$HdCN*|!R! z)jSy13%1z=(C=(Md8Iq|J~c_4CK@BRqsB9!G}iRYdp}c9rj82B&27)sAF!Y>B|)O{ zFIU-<|0ynImSdKVb_;!3v{7goVd~}qk%c*LGO@X}ZgQ4rj<(*{j}0P=lzf!rPF=Q| zX12E9KgbIQ$!=@+-l{GOym$W{J!_!%$`7Z=b|DVLlk~?;L69&j)78 zx!c~-ouiR7790ps>@VgbAc$it@=O+v+gm;K?&MtDMGe<<4FT|0ba;|pT2Kh=GhYAC z=Ij5<0VA>Xy|uq+LjW%J5id&YY@I2S4|;azqUg-Io<;q>6C_h5JU+tpuzESxL0RH? z!haNm7>FJNf?4tbT)%sEdcH>;!L6tqA%QiUh;%z~MdfcC8}xYSI!_y(v)C))C7U_n z>D(m{g*uLf;NkEK3xszuC|%TSGTf=XesE6SKkgm3@By{DcoXN&^5Ko$qwQKk4_MzD z|2O^~M%i^)7Mqe!i~WZ1>ny9b$|2#ctD}jE@@#JnXg1m2-YHtZaOWaS+Anm)2zsVV zd$ers+r2<9xO}+WR^>ds^2sHmah!bPLSaIws(ESntftkERe7E7>OIJ)j;{mO9TuB7KcZDLeZ|U-#0sniE@B zezkrY+$P6ZF*4Y0Uu{hG?o#tJ*R9dm2CUe1UF5hyiu%(@KlkM(dye zk*@&r&k6j)^hze&a0?fSJqH{Le#ZdH^!4F&mQ)FLA78tRb`~YkLIVN;N?p))VpBWm zM(@eQ*A+KqQnL-eHmMVPyf$_!fo%~1wiikc<4gOb2p9(~*!m#KU~O$4+By?7ttJr~ zsjl||A_QR_**m&>N6esI!^{PV)kjPsj_=y{acy_-Oz>!iQ#9={krFzp1T&C4VwH>4 zq*PMeZ|*LvT1238P9YPLg^mO<{f=i{aoUHvvQP(4#`cAd-bbXkQ#PmZl$WicF1?_b zqd(c!5IU?y=OXvN=S5NP^N(`~2PMJ!^1o?Jysn*PWIC~hebpqR+B%du9$0|A?HeJ; zd5bop{*vi5!#WH0t=7Ffs#88Dcdb0UV2Qg<4Kd6+v3&?e8KH}Tmmd>mV2o!tzcc3nRAe`q!Op91u_hJSe!9A@gIpga=+6XHoVC^Yo|)Ai6Vv-f$kI-L4D%YK zb|wvv@KBveL7n|fMASvhGbyYP33-KL2^CFISt`Fe2~wYFxpyCqdBeFv*CrAIB;DN9 zRNn}d%f^=**}M5o!HU=r=(QOvmKF%u#P+dXYq0gHA94LreC2yjV<*81C{sg^oCuO$ zj=rT{g=0mg=>lBy&P+QKu}gc59+-|{z~BBU?#N(ZUTJr9Wl#>gCY2_4_$v|^U$_qLFbYj zGGaM1*>CnAFGKLa_yeT{gY}G&dRbPr%xKuGI_-gU9t<6S3fXS~uU80cElCHw_Hrgx zvOIPvMUo?Ms7oa^1$s+2=KO%F><3?G6N=@R7I10-IFJXnJ=1^Rxh17{?5-|50nl7E z;xjDIK`s2%y@1E%X(nQ^+>P=6j`Uwtt}#4Lo%L>Qrs=cCUXz0z&cRN$U`<7AKyOP8 zNc?)p!y8jMthVZr=x_ZtL*~Sl#pQDC&l2y~>GBZ{`1r*Z?!XSuft7IaibxkMGTFtDBb2pkvU0thRT{>7cR#^%KEReEc6;6aAwru zJ+FuZy9DelG}sYEPq52aag0Ua>Zsi#T*7_ZmZM&E14NBTrgKjY-|ZQ|jEWS!v!(FI{vY=S_? z^R^E@g+eD1kB0%8iihoXAR^&r6PsX^cE6rN*mXOhLnTjSQ>(Ls<>FjW&Dd*#utW4O z@3-uz&_Le8HlaM&I%1T~sN_?15SI9k?3B3G;fqceFx-V&SOC~UJdnG9(sWaobgtJg zAXX{~$0fbqk2#b1pHJj`s#5g49Wy0tf+c=uWoa6NyQ0BEf2f2*ndzY(W#zOjvyt)I z#zW$6xK%|g#Y1I!w~KVM8=jm#0sUPsF$kj>yn8EwX-#oCLsa@&`j-TpT6QUBJ{;L` z`fkwFLk)eSG?`PrRwtULS2S- zgkP2;$z7UYc%mj3BN16+m}YPcJHX;s|@AVgu}BAzRBx{~P^**TxTgrm$HV zi|#MnQxlAtiNxBAj5fI!hE38;bIqfM179r*r?uhT3U#{=YhN5LSM;l)@4>((spZ-5 zs|Ge?%&lyC+t$+D+%CflXb=)ojz)8t#Wj1=hYOFh7fYj@wmZc9zg^ zI-Kb(s)+59i_`WO-VzV}qHDO*uTCKjB#Qv^XB(MVsoo{FMWj2!mJ z3|-i0ITAVesoy9M4)AZB{Z4=2e)rg8fOp_i>zz02Joi(WHkdZKRh#L|VbmDntdYR5 z@f@9w;2FJ0^uRlq=;8w!U~StD;--0ht8QjVWh}e->*}@QCMfB)9E!>MM5+j6VKUEU zCzl&u!bonE`tP!Eoe(R-G{!Ys1l?O>k8EtL*=8k&No?$j2{bw60~Q z1qn=E>RGBu0w!c6|7aR0>wEkvr4=8VBI@Oh!ETx;*m@|In$9E+~y!=frK(#ZS z6O*lpTz+$0yd;h%Q_0zt^)8Fl!TGufV_`2FeX$=)-vr-1K*biR=_@pFokAXxTLHIz zbS7UM^+=z&J2t?bnq22o*2TF|C{(BCcCSY;V~Qc0lXIBB%r|$9Jkl;aK9OfO%vn&* zNWcIv*~hv8RrG`u1~{^xj-c7eB}aYYu$<3b-&c%#R%uwYDFS?J#H5=b*vKRa(ty<2 zwT`C|>LH+(MgLE`%>MzLv0GuocySINn^rDzwBR+~($Rf5HB;o44C(?Hv3dz}Fl=a0u#-CIle`wy63tM`y^v{Tt+F=86mVao z^PJ=4bb4xELX6BPxX6Rw!VnJWlo+S>8v;J@9J40Lf1nzz^Jpm7i;>Vi=y~N@E@w=T_l*cUIERPk=SxjKbf1wHSAI>VR9?>TOXYTS4|%3EQDk z>kRomly>qb*wih6L=%A=V1gcF1}2kV57rexbdTW8oITYQ#iBR%27bV!{`7f9W4=xY z$HRiJ6obqycC~G;yBe}w_zL!fku5ytna2kK` z^HclJ=eo0f{GzMm)kYmy&B>fOmO@gauT>-rY1oM#$~%&F)@8`2el0Eh#HH*xMZvJ$ z{9M>#0>hwz-0nmi&msc#wYJ+fbchx7vb(t#(k19(Ng_q@m&i>~gd*jEEo|g@fekD- zUs;OcgxKl@kNl{kEFq2$;CVH`J9u`T*xAg&-;F}Sm^_+Ct$a6K9YAdF!cH(;uaDMg zH-G%ZEss{?qr;N;KM!(xF~mKvax{oWFWR9;)?w(iAD80MerB#8E6Gs65Z<3VpADO^ z$;!zfNo;bY3>s`!;f1JV_$2bPRjrX^1?1P$3SUjDBl%$Kx)qZ?W9l z++zJ(^IGHM&bWslB^Qt;Zi9 zWT0b?Sx+IV!?_lTB;OqqOcnZe3D^XV6|DL{9inQqTZGR*ws4dz*oa*?8?g6-hK1c4 zR^gV~$uth3t9JuVnkW_ozTupi9J^?E75;7pNu{q#x!swNUX)@S=BT2Ete(KhQ0-Dw zOQ7rBIh@ocol4{h_;f`Qw+=;*C5dk6IwGsxass)vAWhv52MD>1rifURVE7)K%fvYN zt7#n*QxpTX=*&Fr1@1Uc0{K26%3M7O^X$daPghAgiQTB|%9mT1g1*q~bVx1{QF*w3 zztx?p8%IR+xkq2`p)*~`?CSaFu7j}keAykgD+dJiSk?s7{vxw`8OlYn1d_9E*TwK? zb!wAbY$P{2LW{mTEZj*lin*)v&-+EupPs1E!*z7;9^O!XO>V)#j<~K!16)>>`<3r3&ROQ)<{Scli`Wlwpb0c_UN915$_n3=7^;BYbt@ z9C!jZi3S;lF^YD(4UIiC+{_mtnS=T2twaEgdW46(v%O80WXP!8jrXEAsl4NnviV7d z`W?9=&3Aj(-Z-hJGSEisov#hp=p%=ujF|Cw^XTts~XX_eiR5!-`%(e6HQ0*IdlH@z9%ILV}u95|W{z z;v8-gsv!fEEh>M-;mD=Eb_!|F#}FN9>`L9a(hSW1&Up7L?`kAE~ZcxT0JlJVBD#G;;1; zVL8Lo&l`&3`eeUdAL_{VWUcyg+6V z{cS!1yoKfbBhVhIWq?q>1Navo6k<6XL9Zv_G$nG~{wc47T=1^Xq72bdU(Ta!MOLCI zdDailm~jR*?V_UiM!CzDz*qCEDdthkN}qJYr~e?Q8n?-YsQ@acQ%KrlO-)oXZQ-2S z$y&;y*0>sCy92?xoO=?BccR)%w{1$F08^(sTHS*?RBD)4Jhv8G;a3 znNFgk`P#NpAsFCiY#|2dF^vYrMJ2~nvI ztVF{sqs0b+2Cm+V25$`Rajsyx>G8MbEY(2tLPDr&)x(R#^ySzy3eh$=&I__kedBeU9U!9s+xgl&STgi`-A zm!g<)-ev6XS^)^au!S-{`@90|SYy3_dv2#Y%EsR#r&&3CUj8fWO*0YpM0Z_0rkB_=F_x(5t$F3;AW>TJX166k{eAhI1KyR7Wj`<( zQHpA-CsfrABQDYCUiFw2$8OTmX107F5>5VC1)c5?Y`S4tI&3kTEYAK?Ywam}1s^0t z>btKsXleiN^A;{jti9Q5FGa3W@*2$z#Xml?ysBb8EH!xVh9T^0n^n_SXPklIqJ=!+ z+(TEJB$`g%GVuOmektQKaDUF zhgw24$9$h`QJp!h;C{G!M6n>E=+IDPtb7$I+l2+@F}?O+{S;zQyoPwQnY~-h-zvdi zubzS@UlO4B5z(WFampH7tW3k{Xl_55z*bwT!+#i0eIAwX@$y@6Vvf78wg^~Uyc0+j z4CIJt)-I|jtCKV5&{HU=I)`@ah-2U2fScSIC@t3Z6AnV|;*(M`ax159V`ZE5}K%`B=03=m1CXw{H8-I_7Y!CO$R-fvWVDN8UtTC4Y0- zPA>95;uKN{>%k7qd&cdL2<2LjbaEzg`Yp4j=KxRSKXEk0gnbE5kGhp=b$*9`Nhy6K zPA7gJb9-W!2+WU(lR#l1<0{h?@>56&II!Inf;~Th_e5RxGbEbs65-44SU;q`oHC6l z9+bfu+_P@(m`9V-9chq_AQq9!kD^bsvv<>2@B4jvsGi5OYib0awqfnW#kMAdW~09@ zd+%h&qH<0$=Dg7DTiY1zPTSR0ZCgZ^;=Y7Pc_g`{UaN(}v347eB{Uht-?~^NY>Ny` zhVtPZ*=AxDrBWz&5^mc*i+L37P=5ze+`P5j&`8i{w`28T=6n$qFm_L6{*o6-%L42{ zQ{6k`nla_|GfslUi>um(8xg0F9wZjLpk;L=F`|VBcC-QuMX6L~D!-a?r4K9CmehE( zP&;)UtfDTAFPK4j`Wy|%0z*mL9vz*!g0_Q1h8C3)_OeCudADtD*!ow90veR0_n%-E z{$_i*ebeXOt4Dg_dEep@Z<|8fJlI zK%S@~nyM6INF>NF(P!PBYr;?T6j8H3bQ{QC5~ztuWw6Ow;)#-hS_Yy_wHiu4j7lmN zL!O^PD7o7MiKfyPi|wff!Wcg|^4-*BtmW3A4YaQz+blX_^If$Px;ZH14N3|Vn3V=v!!@Es~Ra5zzlK2hv@v9nL~a;8?4wiz;=k8 zs~SQ;`g9Wywj7Fmnm@i^Xjv6Dvnt3t^Sj@ufbDrU$e|Bo#L9+(CXbFajdF;L+dVDq zS?%_s3$pao_c5>TA(nFxoceiB6+sP7U|Pnjuhc!NIXeCsy8lxWUtP`9WrYzJ42H%d)%fVIogD1IhRfQcgX#k!jN0#h zl@;%g3MU;6Qo+6h5AE^;_v4{z%Hp8G1>;h-g`vcWliLxcwP?e2TpEKfblC(%q1FRRbL&KUaOw}pmvVAS+zn=<02Q|<^OaM4T~mB>WYjH8$1{scuu<-(Ps;1| zGBJ6lkbAaBi$#AKsxA3X#cm=oz%J&%jwX>uxG0O8>{YJ^gVNR_kr{ z_)Df~_S4f#63moOkcCz)&i=5u9xTo&=fgL+AvU?)}afM%WHWLx&=c`f|-WWfv*ha&N5+ebRDG>{;y|Ky5iHG{ zh}~rvmU!amH7J21uuUadcu%cXic5EU+qmi9V4=kT2KWX8{~`-Jnuf(>5C2hB&v635 z0iK@8G0b?YE4*+WO@$UhxbNib-M|^lH!3?;IEgv*r~-YK4c(|_6yh@Ou3Ytx?~`7! z1nL5GLehWI(foYxA9(zR3!>32z%8M9c%_(&(re@iZzKyfgy}pjigUOUpZQ$m2C|_8 zr>>{V@d?%TL?`>*)zO+~UxhheK#nfE_ttO#h1rZd9O|jyUKZAk5aG03N-bgcDOV)z z{{Db4j4O&a=%Hp{orVU*B_buMG}p%FIwFEruBPr~t)5j=tL~v;11sMXyHw)frs~^% zkoIpv!f7ssGQp3&uU;GO!xNO0F%i~&H;c5_iBSGi+jo$QFrGr94G(B{a`D$Ks`oKI zYrll^`dm3%X_Vv&kt30vtbR}wDDz+arOYqJ-J_9ltK65*zLF}Cbo{%PC%k2332W?5 z`v=Ir3bF(@36Mui6JPtAUnAz0v1d*!ER>2|*Z9<{$}Qml%=~7Szi8TklmAF5=zt`G zB)tQVV)cOv(*#MF=X!k@tOi;#OcmXm_}(qnleb!y#h=#A)B3;&Yfw8$d(7=X+OB!E zm5Gv?WMNx!pATQTyK-sX1Hhu2xBwc3U`_lS59i?L7q)UnTZCDP^7hRmy93CV1_8$X zjb_|ReSzK~Gu}0MTFnqzKB0L*xi>OFK&101S|I-9Z2m&+7MTzB0*FOp2LL(wH)K4J zn>|oGWhCoR5?K$V3!MK=(uFd4ajcl8;qK5WBqlGjdoM6&uq{nN!ktot1q_|y0WG#& zZ&ke-OVkty#ft42?vBGwa5ZyegBkDc2`xpIXIttdS6?e5qC&J-&>rm@p5WzBaobpl z$Y~8+B{I6~*#fxM8Wz<`z?B69_)R+tH>p6=nylFML>KFg;MP9(gr;niVnDq98MbFJ z+yl%6B^+2f)kFNoO+`!v0wiwsbhh;kEl(2i?7yj<#GLdU$T&F%4~3`EPIM}8RaKpEJFKO&72I98PS7eIGYFVIFT-k7q;Si>$LH*kH0 z4OE)aJTpv@#~qcNrOtevo(t!&S0|2KfR~x1bi%qW>+JnOpfhoKiI;v1izIFh92!iW zNn`G{i)Kjli6AlRpl;izq1#?fd$UsMoTPUc(ubXeV2;*b%4!FnlJ zXZe*8?JIPA8r$2K5)GH#RhTXj3K&+2M11cr)g`ZP<#kt<&w$u=r=~iHfB-N${{RQu zp?|?1`|H6j>SfhesZEM8sYyv348z3EB5>@mqh11=RgehC!%B9Itv0R9#G`|C(90P= zg~SUvxIMvKTqa84adT0P1gk_VQFe-Z3CFfuD@}F}c5^*zb_ajr8O~Z{DyRewaVMuh z=~ksBB`Bkh8@5wGddtPju{eq{#|qWIN!jr*L*uG3B@cLsVwZ zhX59{*OQkODQIB~yEBO=V>P0;EtUO^`6%;y!jIV5M|CnU1 z%X+KMu?UQh6=K;BaZ}$hEIB+Qt<%D0xKdFyxPM2nz?F89a(@kb$%uS^KX=5errnXS zX?0vRXSIpbCtg!~TFx~Cu>UTFSxqGPDG0b}!tO>6KU~`@WX%qf33zeA;al#UJPRj& zQCOTg*m>b+IEGhLdmyK0csTKFt2w;TCMMoKeii^Al)Kw6gWG!mSNc@alPa?|`7Yp# zuj|?P$M&shD#(w)!lb7AuS{2wjG7K6V=juvtYhn5BlCw^heCPft<8E!ozCsrp%Zw{ zfTJK@5&Z3RO^LJM^BmSNuO}niO|HOFcY(!N<7+Oa&e|NCKJRFx5K(Tv;;1psxMlUk ze@to){FQQ8hZTSqMhRb?&HhV}Bm+7%m%F%mn zM+3q-$}jC-_AX>7cVxCM$N{uo`YT$e-S9{Bps~POFZVa^MZUpcM-UTzfVEYuhpINN z#9a23jT=NGe#$iD@cdT@IFy_=kl7c)!B*` zY%sOl2~MVzxYQswq@xlR(DO{qA4GW?&A+pl`#(*8vw9N4sD1lR0Qs|kXI`XPng+>n z8n+{;Gyq2aAxtCf(pv^11Nm#scxq0{A@(o4il3*W3piqfW-wr&?$vI<7PYU#wyppR zjLN|@!bcEaP9e_2HHu7>9)Qk(vPX()B>&A_y0ckrXQSpXU$&dqz41$VfRXTL- zfO*OE>uM~&vDV;0)H|EMNu3vr@mZ~120r1Y1~kgwpyD;jJEK?G%;34a5Bf_&GdmDy z*KGenYo4~gUw6yxE-E|TsM9@cFC*AC+`|< z+(x=jhtr67=$ed5aD_eXxhH89i>ZHdQNXhovU=LJny9PrwZ}Mg4;^1MWK^j$zH~XkSnv&{aYO3Dq0V z&Tfv-M5@MSmm8I{`==kKn*VIb;bP0W<&`Ba4AL)4IMk>%?3cAG1I@+alPEb@J7mU4 zC)P{*BL#Z=Udnu6zF3i;)L|u&m3<>NS>nrLl^}q*zfz}{=^JXdh{CZI$XTdCRmB9Q zFg^kwVwdgyBPx# z2V$fSHQY-Qir(?YKbc}ZYF$OriIH2MLv=|5EYIhdo(tC5fh#AdMJTX3rpSy-*{gFK z9-cP#=1;}E9kC$Dr}mR)MJU~SV);X7X}x5s=60lAg;*^al~s-?E?okBKO z$&P&vRpc?;T6$HF=?Hu$O@~W%2u1FiuF{&B8bYln?s&(eQKCDj8^}rpyTKj0!_^Dr zp#}+Bh8yn&5nZ~-<3&V$7D%H55G4fc=XyAnyFvTp>3CPtkc>O!_O3uS^aryqb|34i z3uYD*#-cwCrEg$yRkxMuCM`efWta0HrzO}R4=pq{ARJr(Cgk(rKe8jge~!|`UV~2@ z&e;G)7jiRCpG-AQc^fkq=uurZh`WqbUDZ{1HCY}L0hd&0=>v*#Vx{DNN;~u~i`xD! zt>@pk=NXEZStfMM6by-wOp!73QwU56F;OS+dnBr-ZX+8OYgNb^NkuW1`i>PRu&;N= znEzs!jFGRi+^t*T0fmoEvOtK2`%8$HbR&P7?GUH=6rwM+#f?vfWKl3cvm<`*3DG__ ztk>=;6gtwj(9H>Dy@t#5l28TJ|9jOtZ+P!Up7m2?@%NZS+LvZt-{-$K zri^fW>1Jj5QDF)0n#IiJtcP_i(e%A4&)oci{5(=e!|8j~c2#nFTS>1w(op~4QT&DS zt+N|E)pdvi5=#1tTciaB@-~5qfiQ0nuxUsA^Ep24ak^egnT_$RtlPXgI&yqn**9$# zA5hg)ZyGgJTra#G5^8ZH4Fg+F>aoJikYyT$a0t%ut?SYdZ=&AK$njfq`A3<)T8+ii zd{#g+61^c55JYH4duFF)6-$H4ZSb7WvcJ>wb+mHT?gcSWD>E%M6&5oXUiRu1cvSLO z;&S=Zb_f5@&Swsr`{-fFJcv7?(LwZ=Bh6PuK3U6TgoK&4&VQT(4j(=?T^Lj85! zi`2?rvP5d#*S>Q9yfeBQ@;s63pl)h{%q2*eSiYq9)fT;g92avzND9+I>k0H5v>6TY z>b?H>(wWrwGuUO#k4iW($iP@m1N{+Q7xyovCjBNarAj`@kZ{D)JWTBSexTaSgS}Hx z_L7iTx92M^RY{7)EsfSDlGps)^CI}Y9)?qR9uMz&;AL7UjV;-Y-bq)6jD%hM)+T3~ zPr6V;a1fY&&@{dDSyykdqB?{3IvKpU*Ytd_5*}oSURXd0$5?_iJliGZ!S{O_BkKJ{ z#}q^7{i!?ZB^zbv`Iyp00he3HueBSa`~mKK*D4LJn%|wex8~QVt{BLUak6Qn^8N>o$`JcvFr!gS4S5~ zZT|0u+wdv-`5q8KNpfYYwu7Srvm(P~CUE zMM`qFd;*fMaq8%BC-mwR5iu6E_&8~Yybw{3W>XYRhO=7PY1s3r2fp8p0}IwQN6-e**6r1lebsEajVq{vPHt)QaL8`hDqf8H;!4 z^p{lY8BN0(tkmg(KJ2Y1xSp-nsq)!#Ia&AF_0Qrji&hW+%9M37YI<1kf#8VNze;{; zom$sLyy?^M*hw|PpoP=s;ZsS9Lv6{6F3snBfOcK05C<|7vzdEq~ z1@WGAdFMFw=(ppo_*NgxDwogq9s=V%sn*H9sTMBkVEl9XigQy?(%*+H$nz=w9irneBiabVL# z(%}Wz2y7693mYMx{>Q5G+t|j+*5hXDvC)&U@-B~W7bE{~GjC5UZuE7e?Sx2%lIlJF z$Ul2-S+}?aP|(PJQCoiSn;;@((T>pwSN_)DU97#1ie*u`pG4sC0nJZ?-7V1TdV`p~ z$#h}|M2qsWRcfZs1mw%ce&E*FOHu4xY{b_{d$XGLZnOi0<kH_Sys&9;y`j5?0O$p)s+A68B8qcc~+DpCRf60mcvp zaZSye1C3PWw@;)a!ZMR2-6mBRGFaMl3z*YBs{iEOQ=?p-G{><@CB_Y2>eFp+*C;4c zFMm}K_yS}@Y#*vt;Bgy;q&D7t6cx?!!DV&MQJ6w01m0U6M4(rg9DER0_ZOv@yklS6 zVu-v|W+T_8kn%leAwPAg^LFwMhJX0fI}&rylX;r^KS98CT@Hk7cRG6d9@%-xUa$Mdp2N1uum>!OOH)k>e7( z_2@0maeaHjPQs*m*Wh1s zk%Fe4Jmt#V02L<8WI^mJbRVL3=wPLkoW4wn*6H0EOOOxb};g&cKstp3-J zT?Eft%iCW{VQ_=9V>^2jJfx1L7w->+-Vvbo=kCeBN%dw1rU_J3co;zxoMUP6 zUQ*gb2e!hBXQq|oD2kk(sfImqw{Qw}!OV-GFpBWjP~^N|Mxw^Vos5!sjN-X-v5>xs zzMXc;c6Y&Q$?ox`*=bzH1m!vYCQ_Mp`$bJ??0^SRy33m{6+D&B!o&LJY&GZK_0m(< z)jU=UZ&{Hr*kpS%xhe9FC(_>86;6_yYg`z@;A4*SQgmnM0}&6%=Y=PMaQmY&P)zDn zd%kCldV1D7OwnR1WrLuhX+fVF@uk-6oLTg0=z4RyN7aDiR2RYUfz1N}AztUwkn48O zsw0HnI4hT(X@pqOr@qangwkKiVQHc7)eIbyyO?yWWZscVY7ft-SW+aTyDxK*lDcW( z&A_>0DU@G{5yd7gHKdW4Xod%Fz6% zV0Gm_^SR{Q1l9VZi=}p@0x18C35860?R!?;lK6Oht<)TfXq{fAiwes;*1S;7h-8^rl(^-XtFKt_)4eBjUuUn(95+={F%?B1*&E+I_tQ&ZD0gT&yRD>W zAhT!gVp!(xu4b>Vn^0Tpk3A+efWI}sBQ*&qP=Q?HP=I#(a;LwE6Uf))ro z(0SX0w6omw9@*LfF>fC&tK#82kmt7M$#ZL44c@0)7nb^n%344L;cG_Z-IB8sVMc3S zI;2>V%IMBNgf3a|y*4J#5!5}-*g|QyPH4E1B#{(}KL84%5{J9D2~}5V+*@i4MlIS$bFd+cT{3_PA3}cWskWv%vdq0W) z=2)y9>jmlp>maJTVb1$8PP#yXhyR)y5oJ!&LYp0-z%Rde>3Ef9LMg#Ga!!Mwbe8VY zGo+&1Yg!^5Q6anB@F>Yk91RpWB9VC#X4xIk+u|A5*B^tBo#T&N{&wsC#()2xHjcbV z>xYp|BSxT=w^Q^W7hv^wgpf+e3V6(o13BDyCS86(k!`GbOpM2HMN&H7^ z(tHWKz1ZrV(h$k*IUNZV9yU5;nj@(?OPN_CUe*f0+a_Ad5_SV_jTp`Frtm2ZNhKaO z2yL3VLR{v`+xTAIy9d#~bdl)(2z3Xtw0F&MAf+|osx^e+>$LBod6}obc%5Cl>z3$i zts(F6(JLawJvaQ2Yvc3Re2_Ik1{JHn>m~F89f#R4FX;e#46z`Y$TVq?oV1De<8Ay- zrmY3(s}N9M*q{Y<oq_*K3zJn!aA%oAlmAX%uHD%j;8gUZxCb-+$8`E6}aSe(e%X-}Sv+ zR74T~9F)WDW37WH>znuE#a84i2JZMVjgfe_W?G@SNp&5j?s?^%tsl6QKFL>B&Z zQ@!wfa=FL^_B0k~O7O4pUA9>(Ns`;E1F(?huq zwRO)Mm6o9ps{^##Jzx_W(lH=N{JIUjXRc43O1ruKBUh-F)BkDJnvo|Y4D){A<4#Ug zcV&w>Re+nO(1%^qXRJ)mbaEV3(#OY(yBO`$FMnxBGc)^xCs6ufP}e}KD*CF8?M)@; zt4%mb`#I4i8b^*PV>-=qT{Ju;)3#w}CO5yuPG_m>_beCm;aj(P61qV{vBRKQBoKH} z8E&A09(eY5Q}uW3MS+lJ=7NsM>!Xaf zM&2tcW5$X+H*a2ZPyxj?TE6pc{XG>;0c&;2lG^V+pX;xh_&?OWbzIbIw?2#oiVC8j zG%6r4LkLKhsI+tsr6AqijDmj@3q#o)^%M!mmLn9yneVEBUT%{(OmhkK#PTbvKEAFe7vWwh&2qWpMj@+C;r)%l{;xJJvp`3y)19Lwl@$G;|U z|K>4y&Y#unr7pB<@g#Z)UO%yUGYC@>G;2x_#vA_fqbaJc{0ZZhX;w=T^H*k}sac)9 zt}SHMGMJsT-Qj4^;bTs)$+WtdjWcW7nZtBuKs9`SZadX? z`U#1~MH_BJbWaDV*@8(u6__Co$MjWz9>T=_JP^h~^&(TF2BO4T@Wh1Yq0IVB1ig{W z*`uJm3i3w7!;Ms=!~9W3SEk}-U;}OHFfsEh+H}roV9#-)FePc5L~nlnf^}dEwj`MG zDy;hR3Br*M-a#<=JFL6KX=vFl%8p9d%^{5*;H~It-!a7DbxYqW+g=3IX>VO60XC_PG{ zr(b~r2%mo|g7J^4`^5haY+Xu4wjWflO?q@`JZKU%m@WHxciQ`X1i$%rC14Kid>|{_ zoasTfUpmP`z+HS~-ItSJFgy{&;N^1OL%}^i&ID^UJ^qHM*!}AH`a5@Gj>+cTi@DnH>f}?-(#%mAy1>bU||A4 zg6|&19ZpX)5BTN$`Jj7tPS5}s!kWjOxl{mpEyBMEm)LNiz+v?}V!l|9zS=*Ruz^2t zH)KvGf9NmpCW9(P8zUWpL%NRx z%ZVpn*O23e9yv-=ZEgW-D%ZX$G#v~KE@8@rwm8(YGG4x9(lBJNmoTy~b{ULgirz?R zR8P{spl2g~sLE90(oc;LEb^xBQxUbzoGZOv)9$q(7wQ*rqFQp*y-!Pih`e{~-Q<$0 zTo99oXMQFczSuX3H$}(!Y!L-%^(Q7HyI2V5uBhKOpAF7N{ssWLpuDo8$lU)G2+lp zUb0-vHaL3k0is9JK83@8TT$Lo`1kq!3$N_`ID64LU*uq(_35w7+OuZ{&^Fu2rvVj6dG$VnWNSHRhRNPkKQj zgvPLPo806s!T05>@T=yA;ppp@8weddH2pgK-A0lP`I4yt=0V)q+C>8i|bR2kKvMdxd%l4m=+LNmj?;Mpc|YcggtK2g{Rth5`Qj^5iO^V}>o#BQBdbTWJ!h z+G4lLpL#3P#MGtD!C+Kqa3X_f4m+XJ1zim~+5CgOE}xz-G|rJ}z@GU<1QP#P6KYmr zGG3V2Se;mlo2F0Bxu+7zXc2I9<>PqMmdoxgN8v18&VuGRs5z;6Fhb3PGotseej34% zFA-AAE7-Ulem#sp!rn)GK+V~_=E4Gu6BZMjH0vH>$==qu7Uplry(kdi9D2Nah*JL% zci;hNHt-`3=TH7L_oO?xZ2J=Yq8I5OW!s0zi#YqlE0y&l7^ewFrE;4`v3s4+IE9?o zVXd?J?@0E&WM{Xu5Lm3%*KaQf$V^c>ezv*8O5MwXSEUS{JBG=AOT9<13IhI zzfC*+P1f|EWmNwQ&*7pD10uqWP%!V&+Yt+UDY1|Jgl=iGP6^!xEDscZ>iqc4xCU4% z=Z6nQQ3O-%Jr8*^5m)-HV*k0Hvp(&BVXK#Beu1x%GbhU|&44Y@wHfpG^ zpzZqo9`i>_+)PZUWI0g+IPl`3p0qsgrncVr$--_-yO$!(#t6m!In;8`)-%(^y;m@? z@@X|CGn~Z9Y+@AV9=JO`xnl7H=N|2IL(1=WkL>0U_8d>8dhAwi^L^SLQ7YE>JUsj2 zEqarai?z%4&Eq@s|6qKlcChejmQ;P<6$b`?Rx;r^x_%{?c80TcdIMp;g=nW}H=r^p zEWz9d#(qj%)aVx_jH$K_T{K~0k*X-}*NsqfNSvdy5_rFZY*;>yllngEhCVj4Q#zrt z-aE}{n!Pt9>>nkJ|?PzhEF_|QzZ0OOqrZzz$EO??4tGj;g zP*wgcABNZ|b*#tRpjUp>PPW8+&t*5 z`E$r(8O|PJhStOUbWFp^m7D2> z+htAwJ#V1eaR}fUa}g1-iHY{cq)?BA7-&IWMW9W4gYV9Rgh+qg`zd6QxG_(? zrKRY8jjNT^8+Jj;OMP^(-ZcneI3d2o`x@@kH#)FVH<&)2B=Hc!#`&{2Ig&G#=*vuZ zS4DV7mgjg(MvaeF`|?fCrEk;to8qAdz)_hh zp=}NV4K^zgN%p2!#Px?$@CafZiBf1$gy9#WnVeqwN(Z-O+?x zu&?%``g^y_+uTJN^nFYKGxWmuAlOva^73wJpKP4;^2xSxo-_J=m#h5IkVE^*>Y~bb z%B2OL=B`5KNSe6s2FDI{aW_~lhK$!GYqzCVN8VYuP*}kH9e8OwWbhDQ{9#Yjss+Hi z8`SF}-ZMGxmXkNgL&M8*O}z;kD0QxpwbyVH{DMVr)U=K@lemFuxc-1PuOE#y?A?34 z%A_#z@-J8`6bU{;^4mo4T0!y+?c%9d8#(@o?^>mdNUsaYc<0YxU%YL0>wD}0&&q2E z{=S4DJG?s}1^(j|9PLtA!GS`(( zt<@%~=-yeoWr9N8XyeRvq80Js4y3(!KjiToPSnyrq0TYniRX%L^3>jCZ0g2MI3tIw zl)zy2b~<7?0coP@;Fv*CQGTP5I3Rv2bWtEHZlJJIWVK*LL6k?{}t=<^14bI1Vit2jHYx(f;ALLU@JE;K*n|d=6 zobnhIGBKdC)Yib1e_=4elZ5got#S)9*4+5lD7QIf9*;E})KCIuZqbO*93vh$z(0jB zhU<^RyQt7k@PMbx!EWuBz4+lkI=;~2swr{0l4~lTNR$MJ5y1$=@s-|jsFq_yY#hRt zROXALc}Cr%9`gXlSF1St;>)IKTenc#NXSa5kqfulW=$$0V*uvlC>hmytZlgiYfxpJqN>>rLXeNl&efl-F+LywpP2BeDTenn+EOS+bsq%iJP8(<8F zba~O5Kgvd9S{cvX*)I}io-*wz^}e`-On6j`>djtiP4bY&^ZcjSLwC6OzV9~Ksv03Z zfDCu{NCelZ4mbU~#onvU^^R96&y8Y>&#fO0$SyN+oqRaBN2EQ888TAOTC6{efku~t z-0z$7{}=zN4-fPYMi|rJ=lZ{qsOEohICy7w5S;oTkN~*D+Z>k-_)df?-!YIwe)(e_ z64G?`tWhs2eAmlPekE68R8(Sa0|6QIpL!+2E5la)0O00fqx8TjWq^fgheX%UJiVlP z82^PkMC*=RS$T!iT%^nUwsQq|HUgK-=3B%*bqyme6dnGQj5wS7y;~WE@=QNH!A`gD zs(Hxt{3n3oPja5sMLK7 z^pX=}5CRw;mt9BJwn-OMO{!~ zsinbeA3o$mlxzSm4CySfaM(*sEugxC=KDU2yqJ^%K@>Cn(Es*MbU8DeFIh0s;a-_V+0Wry`) z7`c3t6b|=*qWNv({uh6_FWUN&nYT-qYQID@!0`ZzCn$Tk2>*z1c{e;rCf;uKpn=Ys zgf6ZzHAm1!A=GHu^As72kN>X_u52pe{nWmiZ=@xI%u~j06*O`QbyC#ikRaKdc#cYK z*Nu?I)wvogo#Dr*>&c5Z7H>XDqU~WL+q@pSd>u>AX#C;E9-2`W-`ImDzi*kb&@NV_ z&|6B}FPI&xKGf@DRnGacksu-+bvOBf^@jS}zhJ$n$~FC<9`-P_f_r_dAQ<_f}>DF}MEE5sRWSBY5JXQJ;=g}*z5l6$rDlcL=US8fle7j{>{+?$Zl>AC7)-=gB5F+BGS!f?`9 z`hSrj{ofGL`M>Ef0zoEZEF6mD3>QL|08_WdZRE4cqn3HL`fCH3>r_--EcF^f1ST8J zb#>Yl-c$Jyt71ntY`DFg6Iwt#9^a{;yr`-$aIy0z^n@|#}cLwI8@ zuwb~|esfiS z{ka9+>Q8lPrKN0;ab~*_tTp!(+M>f3S{_8~?(z{o%gYL9DxM*qL;K~cQ{D&h;a4rR zX95RH{j{r1k3m1;PZ3gtc=D|$A?f$Do?hFjLEbLc_=6~1m?Qa6ve7P+M?ie7klqdm zOm(P}0d>_2ePAL?_KbRTJOG8j9;^oRLfhlT1-ZBJUmm0YbrUi96TU|pdMgfdKsBZ2 z;@zq>A;JIBv*;mN4i;{fh&isjR~g$0vk?rE!EPuyeJUppEa-KMtL$`#)EqS}DI=@A zHV{8om)rFd%kT^6lH_;aZkr%POq=~HlNguT(QU7B$oo}quvOOw2MWcgf$~cUKAyOR z5ztx3*yBpeG?b)ax5uQGcL>#Uel#x1ePnxETwVf~^&{2}@^&FecI2s!k`Cnk(nx(7 zZh3$4a^T!Cm!WvtvZ*36RL)mTVZFAZ{yCM!#oksF7t*|FW8Lj$|eHX=X8In zP#QSgd1;I$kNgr9s*hrE%o){~b%mvZ;KG58guZFIu(ez8bf^Uz)tfG|H)!_Z*ZfB+ z8?x0)E20v!>pSgvw_8Gn?|2g*uHaR*mc!4xNv(6NrWj7buPvZBMQvsu9kC_q%jGgY zy(vSu)#36WqReHXXiieYT33$PqaDj1$vqOtsxtpix=H6#(`)QL3<_MtgKzX{8}5Sh z7c8KUIg$f_y?hl8SeBdc`3DuTmHtJza^YQctm#wq-*Y*lqr7}|A(_~tJT+Z9OG@@Y zTV9HUF8E{S)IEtV8hpu-KKRs7)r3&966HPcaYS9el3#|GB-y4l$l)q!+(%-iP3|cI zq-k0*L~<#wnu+Iy8uK&R`v-V?MWOgOr728kg(;IN%6R#UZM5~`=i0b02*EmKc1%t} z5lGKYVv)3R=&giH2|ezfI%{;Zrik@#h31LIAsU*=$Q9O)#MRUn=~u;4Udk(~yBclE z>cI$<47;v(mdkAjgzxxA^oUqdY@QPZ|LBu%<=Sfc`sdUQ`#JSKM7o+Ef* zct5uFs<^HZ@+yr<8g5B5@lJAy^-rxTy>_@^=Py`%{;LcAhDWKTumv>uHCf`;@sFcQ zGkXH)%YsMe(^Qmc5}4kBVH;NvSIxoVOTrKh0PJ7~(wbK9P#gX7>mM3l|B46v-+KK2 zee0HMIsvhexVmq*JX?nqEe;DN3|!;cUVNb9!{VXCq4Hhx`)Qx!D|o?YQhDNS!JTrP z<=E%) z@c}eb+P+KA4DY)bgKLXDACqRAaH{0B=EK%EW*&4f6uyB-a)rO`T?U)SSau{r+t+!5s*OTFB;Qjk)G5fAxJcynr~ zMYHsX%D>8Kn`%cV(67EtP611rP5t7-itH;&3QZJN5J@T#FiCtyl)UF`B!amz>{1Uu zEzJ>;&l`C0?Nh@|abo7RPuKLe_Ob?Uf&zx&(T*_SP?KDmBFZh%r+FCg{_Z9oH2BDV z0(}gM75H_BJFK4(2EO9g=3CkOXjBEjMBvH%VZKg zNk8|v8q4Yu6H)z$YmAC`^`BBkdPA9oJ7syEsUjB%YG#YverKPm74=@WNC1lMf!Wq5 zER;LdBy~vI243ACI;w4p8_BTb7E%cPh`0P}L3s_Kv%$+deKcikJG7A)s&}qz9V>fY z)I@v3UjGgSZoh&-L|LFsIn}3Q}QlShzgx1`Oq zW!cr78F|J`&1;m>>fhbLVAiLh_pj-zi4PSd*-3DM*Cb^+uixWq?CC%3N31FiH<XeW$#sr@H1fHW=Q_@H~b^;k|!@Iip%10)aTWnDH=2K&GC^1d6GLysL_*Fuqct1|Ib77D19vW{fsSH{p zvV9qx9tZfn@f5=$KT>k!Vn8-BnLnk@*t!z==1r5?A&N$+zcjY#skL?9=-g7_pZD>_ zzw9e%Sps=Jo3BaOId*K^N!|_(r1wLkAwLY_M4s9MY1TFVH-1RAJ2`Yj9a#p$G}8as z`c_>|`yOYEH?_0y>RkgV0|jw2w(?hNFU`F_m!t0N49E8dMEWax!Iy0754l(3U|`1V z>>`eSNhWK1B|~DIj{;0`Yl_ML4>yCJp?L62@1!$DOyF`pdFU2txw74nVL@)-72F8T z=^Pme4wJ7j(J=vf>nDDuf5FnuDJtcXrUtvF74$wSmgC1(3#7Qfpw;S15bd``z0TYc zmgQ7j|BAr#dh6DqYBn<uyrDpe5FRAA>rXf@2nL9(0s*fIGsXVD0d*NfILUDJ@-!=2m9?3Tb%fjUR>&@;R>hjyH-p zC+l-JGm0-lv~=XXnY)SLC4BgbYwBDsVN51J7-P!ubr3G-Zn^x?4Smu;#8hEx*eA+x zofS~q*aM(UY(x(@)I2G5Pv(n>ZFLX0s;^iM!Iv4Z8MvWU`y}VEVP#F-0o8MT0=l~l zSxMOz-8@%#5bTN%oA(yCS+(g;QHCg!h<#Ku5s+x@G~TnMmZDa`JxZN65}7 za~}1ZqFJ-}VIInQCcx0dL+OZF~YlfKuF+-L~ovqaf|H_b}&4V-~Twp z-KGcJxCiP<-5wHehr_{cTj$qKFSPh|q{ zgBBbfy1wzmK0CfFfhSO3nzumBT%zl4kgUs+V%jodu!-IOIOS0Dgi<`oTkDtQ?tVM& zd>f>k!My73#kq^WU`c{f)Xfo|m1|J+HkXH{kxiPH&*+|ck1#1Kacevd(E#HUtC`#`QYOhg z+7qC79!#da{>vZ8)kdhERjc?*vKzwFE+qf~f{+bbwm2{}Mg^s@ zd``jdM%m&|q@!JiV?^Y^P%n949loNn#V=T18)@YfD=kY)(nk}naR|Ex_0ieTvRs(Z zP6lQjLHb77F{hRHP&o=BxokJ}N;Pr~KZOSFrqqe;g8LXt;1YEHcE3GWC2u(tN+$O8 zG&X{b2x22{EkapZ>&ufbu|5<)`pco}MLq=+NEfSggML?1SHUMNCu8JWRYMwryLKZ8 zQ;I)pawa{p6$xNr9G6N~9~D=6lw^J3f`1%BGIjoFIZeoTH3=#Ls<{fPb(Z6cC@r~^ zlmZz_@O%1*Dq;CWPr(UifY#Z90q#1jN{|KIv@s+>fQieaX2F!@*g8=xSv!)1@nGEGfWqi_2o|k*46oh_sT~?Ur zea%`Sym7TQ_D=cjsK&xem7V7vdK*&+FMNC*yg!)wA!k95`s{!Las&&c1mu zIrjkPoEjl~n2r++PPkaKp}kmE*`6m*KTqNL4*Dkc^NXe+OJU{7BA;p?lSqpQ{7gEs z5PL75iK#-5Ap12>v$j_lXjOJ#xzZ{OaJch5%j1el*{O{Ade3cW`f{lNj(}{TR`#*p z(>{J-gCdv0Fx7~*yB|g9TUSYHnmkfpv)bwSQW9+7<&}wsW-|?JK_3R(`*{@2m_b>jOwkk=mt3*k>T9t8X}rFKkQe5hTUc1@2zWBY|O&LXtk z1J`KqaP>>3Q=59R-TuuV=TW*3Qnb$sI_sVkR&>qPcr6 z6gEy)5(Px7`y?KWeHyQy%0bx4;!WYXern7MD>X9$4fxGVRli{6I0JB;ws^G|U$ zJcu05KqJrJ+?hQPn^E1Kewqn8pD7j{Q#DMKeDBrg7)jrjq!fe}7e?UA@fO-!?TBA! zt5N7g%9aS5;7QP9R+v(D8kt&@5;?6yhrm_LQ_#^r-S39luH-?td;*5Z?ew|tr=1n1 zuUPD-kkDf9Nl_PuH92ao`N4nFNgW*fz`n5CUY}1K79u0TO?Y5F8AoZy+ESdlgF_W# ztr(dfGx0Rjdd@pYDCZftVne$+TML$eO5L=t?AKeVuP~@VAo<06l~9%ACt22ej?04# zGXc*ZPXb$zsGKBiEvc->A)4*;j{52?I5UqJ`K;zjcv}EHTLaLud2$1Q)+lxp5K8db z7)+DH zI%WV*eSxCA*~@}R6I62Q3aN{H)RLjos=UL{sP&zJ`op&$7&n^}?^~^kcZ%2*D5Wm6 zg}fz-+UR&%j75Y?h@* zlWy004ShTcpQyud46Ee}#+kKCvHD8TOozUKDaS8l6^Za>S~SN3SpNExzf1-~-=1AV zMJXcvmB3sILJymB6nVApVrMI|~Rsv8nS`fzni-Y<9 z`SS#tjRu8Lw0GH)=)0Z=Ywn?`i{V=!yw8Isyj{P_$1HlYXBin5%6%)by^Y*75Ov#- zN*uY=95n`?mo@Un*y~j=jF8U7a|i8i)>=s+4>HT!zb1{j+qY!VFP@GF}Fyu$WI#Lyf^gzap~Dt3)W%xJ{f> z?s)?4RF)=Wk18XU`X{x~r(7QLC_lw%Jx8AHEceV9U}2JvhNn2xj15JHsswZols>L| zx1{KvCnSo_;}c4&CwMS3m?RaNwoREE%3(sd#F9 zJ)8BBZNxKWZh8MVKroP@a*3zUe>>Rv%ey8OehGsy>eD6#z)Sw@SZEfwFYJ7%dpw}} z2?$C|{Goo*jym&*FqaBTem{ULE3BZ{dHR~N^~XwQ?(DU{n8@WK;J?$ig0s_m{ihsE zRgx2z0~Z-Cb|+_ER+Xz0uri57=+hqm)@{L&-(n`&6PFGnjV2rXg!U|L_yHI6>|VXFOS@g_!0D@`QvN& zqmy=;*#sIALE*5avYzIfJu&9vbpdSWMURSWSoZy@WIy5O04^diMTPI=btDD)s^2#)H~9lFj_qV*#n&qZ zuAA>iO7(LD+%#okQ419>cTgy{Zki>;@)Tv`4dmVXk9=lTr9#t{`@20dq)wFgcJ!$a zQDIy)aW^?D$|m;%Z0tpXTJPu#)j8?N?tGiAq^muYNlBb{K~6a zk1lQSHMh{~JH~W%LuO<%rMZ<6JbFUTw(m%&e5u}K#_~|B?63WZVH;hGXn`%7!Ou?@ z3r33_2EoP#Ft_vf{g$-Wo8IT}3%ELW4A&4xFa+)S-Q?+%^^h$+G4kXuSV!!PBdp=J zS*DI&WU&VD6 zrpI54VF8qAUmFy!%7?V?oy~g2Oo(1ih&XpM1sl!`tpC?DiF^R%gPbdmQVzk&p?=s# z{v-NO;VIj`j*vOFY=L_hU9|a9^wd#pnaMO7EIMYPT`+H|k8HhVpPJESU^D2Kf}_9} zShZpPcG$jO>Uy)GZ@<1O3CQvbHMvH9o?r%PUyh%}t;Wr$6Rk{s?f((wJNa`%nU>a; zsy;HfD2e1;)d1f3Y@S|40L?Y!uL7A(@2jToQ61X=xf5wC)E94+$fsp*i6j}?GJs_R z{@yFJ&wj67`$3cFv_amI3e^rP=n)Bpb1R378ROa|NvVa@`phn<+HK@36zX+9_t_y* zq57HS0N*$Ufn4j(0ZLQ1REDQzD`sMZdfT$K(5{2cTxBTjO_H)I{nHRUD=>>>8iSmw z0W_OPOnKb#CDTZvqcXQ1zOP-wN;AQ6jtOJxBLejyPvluYCeMX}TD~3Gr3FfW-zC)= zRft^ztt$fky5+)y$3buRz_Xd zlvJQG!6Br61MxeQgu|^p>6vj<|C> zOn8f1auGjy?p@wLwTtW(J3ID0j8h&tvjt8f2xM)7n zx1(e1t!`qrXI>$K&0MT`6UMQ*XXs3g6u>Do>5;r?<1a1=EP58Hsr;Dock9I?!C1X1cfo`|ID#r=Kehs}-{9DUG#8jpr zBkNhG-IPEpkQy6W*wAQJDl?>Y0php?CMsRdX>FDya%=v#7iw@0mCGPJaa>#qrK&6p zt>7>@+Xw3%uJ49Dy>&yKTA6#{BdbD>szN~~RQ!{oKPQ9EqSeB_vxOXx=7=D*@Rs(dHw+Q%B9-LK+aQ=zXLF_Dh7OkL?qaB!j zrvTjpxzj{QGY3u0RkbxZaoQPBCQ9MWOY=~mlVKnId;eIr(9m)SgNQmvH2!Lk_HSks z{;t`2{vB9{cYT4Vuh8KQq-eRuh-DFspX|gv#eeD|)dCO<4uJPfU;q(n38jo1>~A*I zrE)V28DRQH>pxq`N@RMZ>9(WUu0v zl66V1X&Ji3K%bSb?bqH{2rnLeq%9Wtb}Z(_CIxQD)^oV8I>@&p14{!6xUGCcH~ zbErwfnFq#Ac67N7s#=Mlpt+B~e+To{G#FWa0t7re0Rk?gEC4q;jS2sK6-c_T4F29F zx8X&hy#ZkQ8qCq%&vtUeJh^#l8m2l}HO+FGeFzg##<=fZeHYob#rDOzoT3I3KCfP; zq7}%OqOevvB(HW>Pgx%11Aq8O9O1?U2ASeb{?s`DQ0W^0+f`>B0{Q2pvj#It(7Z6s z7oj{RkH8eve?sc(y0y-tFz+UENS|0DlmEIOK1~O@Y+7KD`w54ps=W1NT!CgA*YNH^ zpbn+Bb!Z%{Wxy_Hxr%OY-12kWP5l`KbG9mjj0XZ7~2{S7C^3!q&HT85&)R%>g&=RX+4BqimnwZCwSB!)gR z2!H1=_@`*JTILxAX|q%dnzCdMJqV5LT*jI|l*hk}ZTmsvk z9#IU-?gkv$p6E4S-q}Mos8DuA9Dbj*o9O~(x&NC|?$CgZHFO=AMNh-DX@%QR@&v)Z z^EC2z9Y>U{Gk<>%W)UCQ=qb-ju&}iM>|4tjL@28_4IyUY)||z4ET8`{Bm&#)isdm6 zd|C%n=o$_Y5m28}NPAGkUIF^1_l&BRz&h-X$~A{i%?MG=sB%<_9m(uG*sQ3`ecQOa z2SDRYb>vb3mClT|SkrU5KkK@aB0G;~V2*yjh$< zWU^4Tv3$ZZgA{*FzJ!+Zm~CewxJ!m`y?I0(jfT3brrALRJ%559IM~;y zkGp%WFuPT;8+d3=@enWV4;G_of&BIqAZJt^k#4e{I$i|90@R*xhO&W~!7EyDlp)5T z$PE;^Ebx=jgpWo-mgl!t1a*dmT=Uz2Ao>)~9D)V?L1%kwH)tPwtSZ)HZ$ZY^e{y-M z(Q}eQWwmh+PVqX%z&;=TWVDvN{)HZ1tFqN~( z0=Ro6-w>*~sFj61UI-MFB4?fnI{Ti(LhYK<7ttqvaou7%k`qqccyu8flx>Y~UOl*Lc@x9ZinPkkAg<=0A+9H;k9p zTsw2=3SZjqj?k}inoYz-@-$wd>a95FjV787{NC>$6Uulp6=L`aB|C|K0Jh_6_;NqI z_TDd8vY_q()-wocDlts!Ruz2qpd9XH!5U|~q#a95AY(VGyTeW26K(KCG=@-K`{g*H zyiy^!1vsEeBP7zkj(q#fX`$mBcR=6Rf{_ z`pijM?FX}FkeEsQGko>mmGP>VezN#xr8xyu@WmTBx?pl{uEml$Uj7)g8|~%Qyb>tJ z^Yb;|F!cR;TK#(t;D(LA7^OVui+mPq_7xspG!r)~)GcpmNw2plX>gEzZs;v|tLb3DFu z;#V~7&oP!p7gCeq=YhJ63gXkmPSJXhI@Cuv>FB@jW0q2w{^9qeWlxj>i4L4r^5M;G z-~S^}+V#szCLhdLy>(Xh^!tm}vE5`B^x{k_(ym{XNbh8({#O?RQyGMi!HTtF951+E zd5=zS+8K)bfFDDep|yYv?io}-bsmv9IH!^u!>bv%2j1}Oo;i6Z&zUc%1i^sSeh+~0 zAd$J8NwmpvJbC5 zxo)3yj=?W71kJ(9dGEJ_{@fB6$xJERwKlRHB3nru=4B5N{&1RuP!rXtIXWC zhsAPS6Y1-2j9UvzkpLl&Di@HH`*!g6_jUH*8JXd8LN+N!lu>&NBW1jh>o=pe?$C4)8`!c^apuqhln({?I8s6%or#|CLElOw zUNyAPso!pecFt#iOFLexMlA`729|@p@a04o#1qo>4n9pwcWf=xuF~m!A{PQb&5uP> z?N{!|j2I~~XiGY7;nL^uWzYBQMh*@#BebQA%$@#>CA$6W?i8#O?&ZaH<&o9%M|WwwfjuJU)2>aDSE8b`)_qmOYwy)3y@_ z7~9BOvLG!F&pCFGorRWXLlt(-p`*hwGWM>Q^uP}l&IJMNB|5;YNB)XUi+Dy;6es^G z7|F#57gg;v2mvEwmBOr}XW`j~GLh7$TBWw2)cC6acJ_)R<}r%uMDj=_fJi=)F_bX8 zPb>y?R;5MPZ@3U{6jJD)(L3#U0@wccjbw?YfPnMs{zp|eo!-4HTm1z~*_t{w`4T>Q znq!%0it36bqJk_3s7LZQy zO4%MQ6$Ev~rC?dZFBM?-^3z(o)9$474ScRi6hj)vEc{DPHnt5Ij45hMUvh28e>m9g6s3P+b# zd}7LvNq1S8U)2#EL>5^GFN+xeyAb=^{~MU_ijAz^))8u}1wOTVbg1!y`Aq+4t?m>6 zH0TOXg3SCUkH@rWEv_!=B;d@%3 zoB<(l?(}gZO$NnxgR!T8yO~3?{UpCo3wk8mdb}4oGq-OWJvA|0VD!hfwXOQosRkt? zLO7?Oxc`~;tzK?WmXXeIq?FLG8zTJ{8J8nnze_*N(MPbxouX^_#BA}zrZBK{4>1fG zaPi}h?2Z)0(;V!FVo%k1xVPuK=U9H4$(@-a;n_hfLhdQZ?MsDGGj*Dy87lNvz1hH_|U4uogR6`ov6yTUBV-x zWhRdXeXz@p*tbr!b`J+YHFF|iNvr?rw6gv41GI>ULxJK4gYonFz5_oOeU?y;Vd4E{RH(mn@8Eo*E91f_c{>};rTwqJ^ zh1x5<1sktdy+eQalzODS##E=*cJg6hW2ko~r)}H;`ojQhl>0mG@;Qq7Zz2WxKtw0O z%#ftIBEUV42At<#uMW$>ZnQykt~WCZ`6ocQpr%hhll1IF%4WY zR~^_=zCnOYUgwYiK{^*DDNXIf*T4x*>i^k}R1>_vuIj_DJ`-ar;khzJEOCYYhl_;* zo${t;E_n1nN+?w=ME0lA2EO+r9ipe^c!m1A=_@H)x|F7= zs7Ch9;JC&jqj+52Zvm-GgV*&khn_l{)UyUEH#g6VCF~((SiIu!e?~w5M*hBpr>+ai za=fWSmEx!*cagKGXqPj0cvzV5_6GC!pT6fagC66YPyGiHEC3MwPh6JrIow4}@#$KX z%#ZRbZk-UXTT7`@LSNa*jeWw<0hk+@PGZ{B2B|g) zPU@Qsbc22Ip&74FlXttaX&vcsgIMV%PNg7*G#Dqr`YY_YSj#~i_Y z(`g)V+OVmCpd(25Qq!REDR+nr&W?B~TMP`e#SeF|xAs0K`JP)t+=7OZ!TKiq&_N6_ z#jBm0_|IKkQCg6mPHl(RiBzXHh(-x$q{uJHUAmaji9=biq!|7z>`8P# zWlGL%_-{V3NQ<0B(&*vH$T>#SnK`m^6xNIGnSszme@%w;d|ZU2d1AQX1U%=Yy2|kA z$9zym(y)nNX?kw09mCB5&2K@-OL9JWiYYW1Q1&@C8OSVM6=8WhC*ZEigwuXZt!Z=lPd%Mk{F0xB?qOI1e&`(E%@Nsy%LZf0>a<&X^fs(qs;M$Z* zHhgMRsOf;zs=yx)anQdzI3I~yT_g&)%(zO)$pMQ4AKq48#|?Au*-p<=AtR0@{+>Ub zE+CfT(!3F6_C*wYK`_KbwFC>-kuC^i;WDFoqb+&!C`SHW^0ool#}E};_T zF$KoO7yXn+owzW~9#MbZ<=1>RoAR$6!z3(dDLz;l5sOO{6v3z<# zVX9xWE1-2DWU=A6>`8*o%cf@y`bt{Iy%fKweKuph&EcoH%IZn{!q7i-K@~npk_RZP z#Z-GB^5Zr}hhJ(F=$N~sy!C8`9+`t7_`-6q1dstB-=7_0`rJomlRqN3qGM=Wcp*r5 z4OUz6;6Oesy%n_^cSVw`TO4df?<@KEkW-Mh&@brR#ZM!J>jePJBBGUC`s?bYdqEi;w4ReXdhLfDwR z3VQoO4tC@bC)Jw7LC|_~mWWXUZX4cMw65Q>T;$MB6$5f-$wOaHXB3Umnf3AMnL`^kVST)HAvQwb4zSjm1 zaN3XNUzFzF704Das^tvUs2AF#DE+O6l(*(I%!J7s;-sO`8<&W&=KW(5BFoMkbr#qufVRrRDgeLa_2QuxTVw zm~y%;qVQBrfsTAW?~6R-?w3p!&LF!sV3d|U&p#|Ags*JU?I|ewN8(Opkjrv}HfXZT zj=QnoIGEQ^AFLetLwGRC-yyY9^6T-|c1C6xJLgvQg5p8PJhV4VtCLt-Z98+$P4RbB zD+`40v+h`uzhD8gs?8I#s*0%>pqDFK=v-hVb4$U{9o7>D6M--w9g-d{p8G%Sy>(oa zTiZ5_iK2oiC_PF_E8Qa^3?bb}NQty`%BToPmw-|uodY5DuFOx;3BDdQ1SGsdkLCe`)rp_Ycd|{e`lhyjPT(T}@0U2rV5b38AMzgSRz-dl zgAJ0>A8D)r#rAUrD6+tN>`k5S#|v z;~w=&jT)N&i#4^>R@wFJY+(k%tVV)UT{=<4?)I^7c;}xt5~_B6OD?b3m$Isv zLpEWzp!qE!#ln2C`&=vvP|LSKf*Ns8?SSZxkK9WF+_(NJAZc7 zmn2~xnrZ%cdO>BGRGiHfk5DGds}>;1Vv(R_w@?8fQei$QtdqekYjIw7aRR?dh`VE7 zcWtHZb&_y$GA9i(+KBuU;wYV>tXkD3AL66p9t;?mxmlF(Ee_oEB?euPTmpGQ3B&0~ z2Hq?s1gr4-3}34QmDKl31+N-pw8VhBJ(jfvS;^KSEJA_FgrS`hRKI^k+o#Ux57Uua zW=foSecAgKn&|DEFTBu=D>cr=%=k=5VpI$qoPEmt!$siM`c797sFCPIbqGc2Mh5#{ zeeRmB*1o6MlQW>}B$)Unt0%F>JtcG%$4iS{j8=gtaV0c)5A~ zcZ-BsLD)k^{*YTEH7aFUv+P95s1}E`I#C^y9vfMJ|NP6b_W#W9?Of3Owwb!0hdWwL zjV=U*Ny*!fF$c)metwb6ALxv&Hj3&TU5MQo-m(pZY=J@9lJO%3ch^U%y9FA!T(`k* zLc3fpxV-1Ra*%MQjvB|k-Q3_M?8HIeXLt@gDVua$KgXKJnIb@DQ5SNzd2T`VvDBt6 zOEUMpj?+PjQRngx3wMw&{%Tq7rhexq`dwmK6TY>?k3HfoJ6Ab5cFQpAs`tKPnq_~~ zk@teeQgN5^*SuNlcohz8_ooh_fZkr5ylnsYjQWR*OfS!a-0nI;v?JTG?;6Yvn*>m z0~L5DfH11%&Fh11E55^a4@c+be}~A%Mo~(=%gn55R(ji^>qE`;T@}|&gxL+n9g-RV z3mXc)t0$aJTkSza?5t6ic5e)e6b(@lpsOlzQC-;N;p>%7R^fUp-GQIx(7!NFSTk(^ zz<_*E2k5$1)Y#{k{$zri{Y7Ed#2AQ9l~QUH=Z zjtn~5fIq@Qn^&8D;$3n7iT5D^kD=qdYt}AmPjNwVzb(z^Rz0tz5I%5S!}F0-q)^rV~3xTUi_n%L; zD9gsQcbJdQC55F5%L6rDO_zMQ`kRKhrNaZ@<#>NlgFOK1cpVi1jw{pV6wJlK2fzpE z`iWDauGWSMJ)0T@I`@c<_b7Bot;XVcqvv>G*W`^{GjMv)AMhh~WAhWysgr75mg-zt zr%(s?Ou=ZkBx$Q7K#%^%d*c67pQ%>en^d!jK|2k_1Ff1SRPp2FSZm=Vp4h^BsomDO zQvq-*EH8E$}YxT_l z;BB3nEQiRJ9VrvhA}xw zuEJcG-i270CLr%3FYgtg-#)801}Ta)XE0~HysS0h%ca=!nfC=BHMC_@M{2x6xLNex z%9@_31CH_cqnZ~$$~YVOl+=*)M$g>~%}q%D76Vm<=A9I9_<@G~xJ%b`Z`Ro$BkP>z zMzRXF(HNmH@|(%;qMGiX>vfLYvL2Z~0B*fWDzRbOMF0Z<>-z z>j(uz1&Rj?(BpWtZ0UVHzv{!(D3~ev(o4%vM@|_SEI>}-=j`{KW4Oi?>76&rd4gJ7 z-@Lx~!&{e!iE*4;Xt9xRPnL~azCoVnx9Yi2&QC|0VVmr;UW1OS7m3yuX|h(+ze%|;7bri2UP=K$Kz znA(QTaoZx=SsTZusQ0+0bQ~x<^s=4vP)Z?7yMt6@bkdCrO7s;OBQ4OPr+pkkf~c%U z$TowR-@fw?)xNxH%l8x)NzIOhrwF-Ra}$EGy$71=cbGX}P(@|54iuX4IvJ9_OBNVv zjT+q|#(Ag*lUemYG3>Jej#XYRyWw`ZE*&Jyk!JQoIvp&tz9UV|jKLRQLT8iVvtZxo zj+yEl|Hq8LGQ2aF4%7{VI1lC#dtF(0^ruhV+NMpab%H&Jo9_s%D^UiKulbRL(7|Kp z0~5lsrT9Y)AE#nBbIJp%QaqlytLgDeZCV`0Lr3Vh4O){UBv@^p za0l7R4~~yQqs|id8C6M=Awzjv746c#8M`*ZkiW}rJ$(7T`3&#*Us8NpjqDbt%rc^v z%XS2P>bXfX5qb zRr`WcX^|BhoI$%@Eo0Y-Mr;K;TOk*?r!tO{8DR0zf?QNNz<|JF#N5}Ikp516ok^_|nDibO+UvxT@-<37q*oCGznOx=z9aJZvTX%Wj zil7ItOI8(VG6c(r*#!Mn)sHcjG)HQQi<>eD#+L`1mB2EiQ+}PZ+r4W~vC|qZgnlV( zkHj%{S`VV`2oE<&%0|&6?Q*zv@A`is7_~#E9#MfhK{vI}G$BK5kL#3v?nW5?q{WLi zkR$fXYIsfD4IZdgy?e)q%e@cXeBGJ5g9ZLczhx^ebs5=gNPa7{HMCIC7FT_dcC^=> zv~y0To!2ttZs9S%a3-%X77mFR1C^PQsNz_fHVOvi6d#|p!K-8c3~+L zZh;PFma=%%fs`&S3feu&SWsW=^Cm9XKA(Bu2iiLt*XAW?q>h(dGO>&-IWPRW0uu~aqIB|m0$=H z)(P6Ic`tSWBM5@)1L#r~?m=-=^*$12Y7J<`w(F`q4iQ#*AdCC^+)taC+FrL_${dL;i9R+APtJ88zYw0bPV)VdAzopu>_oksAOmf%!gm&|IL(*K zE?JJ0cI!)1&(^EF%jbn=vPyl2;y>5kx$N4BbuipE1!}LR$pKqL!S18jbf2_&3f=Z| zvlXuFA`JqxVrNe6u%*l^BJo`8_G84OLFdE0C3nj)Gut8b%HfvY0^!~I>v2Kga1W?6QeHFW#e}34N9XZ|SdHZ}U-Mb4j5$*Ry z9E$yvm%Q&&%af?;Je2TtQeCyXPnaD0nJ%6+2VxxS^b2xy3jw8&+aBYGYfNCO2mrx6_sGY1}qC>F##vmQV zi}58bXBD}k*(sv&wwuBJEy;tI-JFIumNOpg3Nmw=AZbBe;&A6Dp37luj*2*|!R=_J zGiOjU3!$49jwMphFIu3vWQE>$5UN;{vVH`5yGleaJABn(pV!Wf@Z%wawqSIuQRz_AH!hAt)l#1mTfG)@}P!UncR z7}t2Y5RcfRs_gR#M(7mYLT@)A&{vYOBD}YOA{)`kVp>g!Rk9rOAl6`T zf*6PP*9a-@!`MJ93?QLj70EhcDV5@oc=l(Fdt6q~KK`TeE;SSs2qgJ!8gn;=yyXj&XkP=BF6iT_NU zmX&6CT4_~iDH`FThc{c`ZC9)dGv}H=33i8;)4qi|vdla@yK@=8|3prnR@D$Fqi9nQ-@e;RAK>c~(72 zY~!IO=Y-ppybrXu&XW5dR0ry8jkiW`-c@T>afiq{X30g}R4H=%AnHJI0;J5qjg|v@ z`}{ccy$J24`Yuyfqf{j@b*QlsXe$ws_Ap$`2Ru*Ej;GrR2%R)I!U>w3r?2l_m|JAE z@Mjg~S}2-wv_Rwg!)FF?_*j+<4E;dOR_pk&E} zm$`E2^Ag-|GDv$^9@K143TnPQ*!a{u?~$)uh4a?xnnx=;*#^UfKk@9L$C=Kv#@AXA zQXSe7R32y>LW*WIud$|dxauUh3&a|MY3Hi*%ADYm5_?_F`BV0U7VmVUx;bRI3i(+J z!RXT!5O|+HF8{gJ?7kcS^ zr^|kKX{E9Q{hs13cIoZcn=WXK#4~p)ujvkqnBW$@q;l{d*roTbN^w*Q4kRt=*kWF< zK$l*_=V=Qts((~yi;L3PQw9qbt*4;-^QkqxxBEP61XB$-f3@2vujrf5CuyvG+ct^M z8lsXU?FVk`FGXb%(6R|a-rwbw2X?Z}p#8I2CvS;j4f84ww9_A6&CS{oEOLweI%@nZ zxv}>aLx_}HElrVlR(tNFlAD((8aQ0YYA@gAZj{;16@6D$l_B3=mFnguwEX06{niP` zQ@VfZU~3fJW4j8w7NJgZr&IS-fL1_vX2e_Nj63{xAfo!a#^tFKT^;|wKkEx$`HAoz!*+vjz!rwCn2US^ zc2^U!(~bvK01svTXp%8*BEdmBPP^MFOrv#m3G1jbM=9qd5(QbmB_&9@6g3T@sF^lg z#|I}G0vWDrYci<0xzpf|#WUQ`Ytrv?wEevAq8cb)<)-QM?JdN_bM?!u>Fw>qfXO^D z^8IW|SXse-c%Dr5o$s$*#3WEjkHSu2?B*@|EIYmETvx4`+SWV$jQJDq^uc1zDm&~t z(P53QYG$MIqc<~Ui zo3LrKWrGR7`5~I#Gv(FG`xx%~6l(v2)i;vgKg)j4U2+>0*&Jr7BlW~3{}uwNT>iPV zaA^1Ku5HJdc!wB5XC>zh(12Y6gBQ4{A*rG?h8qrQsqb_{+!c(Uh+a|NMD*_D9M?6I z^7e(P90H!s`4tO`ihY&NOW*w7s&yrG1uDx@=*1X<$U@wp_{BI;2*yiL1>nw>LD4_gfSJ&tus#wS!pEN-Ce$$rFmoGJ}Ywc8JvVl@DgDpw%V0exm)P`dBo;T@82Z% z=CjtJ5@epzOY_MAn;q-_kWT%x!SG-ImTP7y{K0PVbzGr3vOQ9<&)6tjaMec~7ypFnhep$D&od55OZ;Q>13R~~U40LnWrWfP zCl$ohATQ_6ygV;7eWoJ+)_yN8aMHlM1sg(eybc z7%#`_y^G67R`=3-xv%0=s#)8dg4`p`nBu&s$&II?c+^WRP_sUB5q6}3H7jXHCeXHjnbWxx`ZYDK7EZ$H=smGib7KKM z^eFLBjLapX7Zw%cDjqyk9 zn$Dw)yQ?{e8g^YhUVS+e|I(!&42Dj0`cxWZ!7?q~9dy4pU3jIdEB*ey+$oQlb8QXm+r_cjX@@w|T@s18Y zTsKD-Nb{9H2&faR#XF;MC!e;2(J4X&mIEWAkS~o74Y?Iz`^n9+g665)nWN$+nY1xo zsV+&v1^RQuE~g?~sh6rY6fx!SFF)~ibsBp?TMUCG7%q!E2-v>cKSOYlliQEjFKCGm z6T*+X3b_u}h8uK0gF0)2DkYdm@o$-W1is1!d_x^@htW0ly|}rvC3NF-EI_jJ!zW9; zPH(VjO0T6)NZEVtW1(Y6#eIq5wS#r=p6;J`8z95i2m`wI+6*AU_z?9dFBs-LK7oUI z>+U;f$dyGQ?@D}vRw^1G<&Bdq?j9tXR&xh=F0HNUH70=|lr{fw8MKP@TdexHu}aS* z-ne2v8b7zIH;35((*b__{rR811A_#`xN5YMrqs7@OWD<`hP1!Gwy&wv_g>!IbXF?G zP|SkReNSxi190t}{?K`9&}Rikp(b;BJ;9CM8iFnr;2xA%zD_sR;5KK#dUiCM7NwDl z!2J$r!0-S5mK$*2F?J7sa>w}B_1?ShtKeh#AMfP3mkvj%$HFA3t_aDOmbhN2se|93 ze^V0qD)e9<04V`Eko9~K)t`9xYcTJRU*|g~CktdXXw#ds@zAe!o&tW(L;W``?V2gg zWl!pSy$AY~S6V609(0F17u6{*U&Q?NRjVjUKlFrhiR>HRR^BY>yk~pbH7xYtJb13Z z_Np1?*73~7M_U{$^!Qp9$z}Sc>e~jP2XVQdBfvu=+7zLf`+C@3Tqnt%IG}6dmg!-J z&XN0Q@$6%9$$9u3NVtOCy+BXu?~{3~6kAvTjJj83^*P8?XYk4r`>b^R0BML5(ZL>g z3IiAm=t*s|d1M05H??6d9&4f1vGyLVl7g^!8~h+5_X^&q`Y`E08tr#4xr8Q*43CE$ z^T#1NUfm7amxiPimZ#yLc%cWoVCMwlc#TA94+Xv!kY)DQ_UhcQkQncHLoc4wZm}GOO70<&g*clikx|iSbx1AiF-AEKm*0G zq{MvjVz4p>=vp(_I~(dNYMKFCEJ&R;@QQmt+mvL@Wgi|siN;;nAVq%Dyly^X0e z)*XLGkjWRh#*T&RY>S@g)FUiOdK;xS!kA9OlMs&J^mX!BxYAynzHhLKdhadpV_h*b z9as_Se0ZlHPU_c_kUSZcU0w0Oc|tdN;23p< zPc2r-7d5TIgG0(XF8m1CKHRF3!##+B?~DSn0y-V#Mzwmr^ymctXo5tD7Jt5j(CkIV zk(s<@Gm%$HP3fa;v{K=w-+h!z?G>kV03blB-+SWl&pXYWGcnt7Z6EzGz8+u+-ezc1;UqoM+AO2VtHGfXU!%HJlG2KBa)+jYlE*4Vlie>@+^?1^Y*cImyaqM zOuWL;Lk@26>#=DgIF-Yrtgo9e+9}D(dL=?KfIqy0_|#Lem+C|-qx?88_^;Tc5Xcwv zErGe+P2So8NrHQsaZh=(OL>h}ks>Za@x2d5Qmjh_==SfgsQ}dZk1H4Ez#f30sr`3J zu@T-jnY6)~z{=jOV_o0M$nIYQ-v7wg`|rNq7_<_RTt_tuwWB|L9JTbK>Yq7+#TfC+ zSu@Je*{TTAEui9Gvkqo{B%iV7C=9 zXHO-{I~iQ9l$bOi8Zz&3wS?h%qCF5CPDebEZgx{^h8LRpHuR!MPPKW85AY(-e09)s zh07w8`x5GvVVBvNLvLYb)UMrcnw50Zd|B*)xX93$1pmQFW+8T~iXoqKT+v8D!8yy>WJNu@Zao6mZNIw>v}O10u=(U!rN^(1gFz|lND?+ZySX6?oV-v@Lv zU}>EUjR_>5OXjSmr>L8AoK)pr%e@e~lctwf*4*I{sj+l%PI zr=hVIC)Q1a{V=jc9E25%G72y+T7A>w@qyo6^o_G>xwx;^pm$aI)RJy`!*<^6PduFX z9(1RrCOnU};!{tg!tzW$N$h7@*RDj^(nGtC&+pGh4W6Iw3QB9@9YBWYamc^YL;eNi z>S{=y1n2FHN?>|dh9q>WN((nd{P}D~5$~v`XlittPblUhU)Z-!ZZ&Vxjia2sp4^KE zjrep&H^Fg5z%f9oGC;pG+(BnT6#csAUZgDj7ACfXZ!SQG zXe>)xVPDf76N%}m%XlsPR)<;Bo?kiM1E@agL4U0{Fu4>ck&ThBJ*^|k?(t^B*>G#n zA+rTcV+jAgN~mbn$eS|GHT;v8SM7TeDudEqj%kfT7+S4PodqMc1Vh1SE%ZY{jZ?37 z&SzR`6zUD7K4;v$cAoB*o%fRFMHGGNHc4`sEr}uA+5+W6#{|UZCU2d>&so+ae|!h#*Sx_31vb z#{VQ1#SxgPr#B|z&{p-(^yM(VAkFLKex8c9U@2`QKYPBrE~f^GbYdiXSCO1FGLwVp zTpw5Q<3lC%Y=@3GVhX;M9UKmh0#fj>h5w475ukp+D-_k;geif~T8b_0dGOiA&ldef zOH-Ja;>Kr1-ssTo@h)*dBp?T7bisxpz;zl{mvUb9Rqgo__{8mg_#8-4Z|Co8aE8-* zE|;oL$M2@BfNcif=FMGbbRV7tGkZ46S~WH0l?f(^daE~|3E!V$>hkE(((APKpehg> z(Eag)rZKxR@OCRz$UFM(k3wZ_C-0h_M9N?&t> zKDymo2XT%w5^kjh?}TIQYQC0L#JN4Kh}9anv-&NAE=-Y>=WbWU?CT?+fcloS<+(ks zou&ZZxRo07%JD*BxT81uQkRFCgl=CFt=8)Eg)Qd6O5)yP(ADi93Y{M9t+w0Fj9t8; zlC&xP<;Q>-14)@x%^AO8O`AQqe=(?>&iTXVL0A+<2O>X-@>zc`{sA!fcidF-9ir+Zca~wytt*; zwq;x>%x6V|Jqx0Jx#G?P9B{0l2w2~5nZU8JI_u=e(os)cH?XA6R9IRvGTVf5Q4r4; zd!BV;G!~YlfE1+9i{ph(a121_j=<9dWvA;J@Cjx#d~WObMsQ`{Ii<<*tzN6)l{ogZL+2@ z$dtUE*dpKMZbR6MI*hr{HT#OtAG~j02baZ+IYHM8DmB4~tN|tl1hW3wD;um0wQng< z@Ppms*SVauimSNf9Nyf9k?FNXW`%$S$d~8HF$4b|5DT?!xM0tLzB?UG9AoIdwih_L zA8T-OlHm3Sc-ZEQUqKd`y=omm4GTDd3FT$TChlDMhJob<59n_^dCQtsm=}|l(vO~7 zc#xD#ioETF1`G)AYS)w<28fh|`jLrR#GByg8SY@Co!B>+8j@rvP`_QK7dm0OUx9lK zx+&Rjg0<5fez;W{0$8CxcCZ*M$BiFM0Gus1lPWTyI>5) zXnZS11zB|1t=txi^z=;Aj>6$z<#IsI0=ViF*HduU^bBxbU{NUGK7do869b-OlaDxf ziovbfqlM)x?@9{#%*$8P*ekfdPp{Ffa(>*+L5%3UoYu964jQcI$}>m^zLcRxL}P)4!G?id<%SH*Z_uEsyLIMaSE|_6T=cS!~|55?`$TBX^_#4 zly$%z{d%#n8M7ICHL^KwXJb4>e8y3N)0fSblqpCe z(X6Xd#jO2yo}XQI7!Zv*nCMM9gBfjUx|Yy%=xDCN3RV$>d7Bh~Bv_Fz&iPYwBO6{S z;=TI|OV;Mdqnb=4HH+nsfCIV&b+CY(^f>DT_Lv~vLH26`Yb75$@FVo_w}Q)6u|t!-7ofDMuVzIFMpZ)nP0!Uc>_o!C>w&O6uN8Sew4Gy1Ui1d;WjU^w)t)G%fuUh+RG^z`z}c<9bwqz3v4k-Lsv17S{7TW ztl?h8EINc#5tU{%ncA`WQ@~>ENu^-)Xl})N25m`ZP`%;;9Ut_=O&BZ)-N88^ z$Pi0%a^RNdsYtalSvgZ8OaO5D3mxELh#?M$p^cf}wRLqAx)fGM4tKD%k7(ck)_esY)dPxbCw&8(GW5Lw)}k{Shd{D~rH^HiDmY#1 zF4S{ckwGX+^GDAwvEGTc6OD7u6V7HFbdDOwB~f}XCE*w=7Gnlf{B$L%>V1G>I2n!KSdo-> zI&*W$9Il*yAKlaNKy2wzi{T8X8&%XvMkh^NeQ(X&I4C99Zsc?)H&8Ts6MVcw^HP(+ z9TY}j@+>w)%6*{KB#w&IaSXsLVV;PcKH!%$paqV=?vnlOnK}jTkJ4V}R3}TEX#TqJ!w3k}{VG zCwu%w@2P4m8NeHSp7g$wC|-u9u!{?y&aFIxis2tQIhXnX@*IrYo6y|mJh(gpWIb!P zud6}Uyhx7Br%|QaM%H;{wT&J|74-S%L$oSnxT}-PAS+-l4*=rFTYi4KY`U~JIa=fU zN_@O=8R=|C(8s)vc{LSh$?`w>!T#NJ@jv)GffMXX+5Ki9G7F0uz&gWcE#Bp7lJTyH z>(RAE78=_9#G?TRsuUh&sL?SAfI6z2=aLXZP-jns?{DPAI;i!3Xw!+z?v-+cJjYtF z0{C(>avf)suXydjgt6{vZglcygzacES4L*LMS9%qy?4~{g!aX>fUgO$8c>6cF$0DZ zzA=U4^|rHP9@pK*Gx^oAu~Fp!6bQ~UsEE| zw2vN*j{~COi#cR{>8o0{m0rc6NYJMP*ipB$Xjb9(s=ekurSl)^1FsZkt1#Hv^9jkT zLU_p`*@s`&BDF+H(nbwp?2U87rI+AZ@b{pq+7t7#{AGEp*DvZc-0_+??1mmjC$C{? zl)^o;H3gQ`F$3_Z5b@nSKl&Kvb~3)cL*hQOtQ<;M+M|*U(zE&W?y*fnWmdK;#?-B0 zzeZ4DK6K>jwF~H!Y-PLdu-Ww0fMS&;>@yI}7FWLiiC1yhOVfidXwq^R+vv!^VB)A+ z|CM7oDIMM{#R=xD=X01ph73LG${V_w)FL*z2u0}v@2`k)RPT;RqR}QF@UCx5q_ocJ zg6*BttoezjRI>(`(DsKr6nTLILk*cwxTz|?*?jbJ?jvbMJ~=C0f?>u@XLdvM4Ck&> zK4udfs?hxbULCF+8+|`@s)x_U^#W~M)@a@uU zXLCBmD#y-ArHy0UI>ALo4m3IS=n5Q7j6ol{Xm*_GO&%*azZ{3Fn(D2 zHT&iHh99T4^K>Q2<>^DRNsVu;TKx0bkDHo%{1sx|i~t}2wihe*4y3(*5>j6E_TkXD z77-`A5h4S#v0s=qr&;*GU z#1mLHsz81CQVKj+_~;S<9}%{g7d4ILX+i0S+=&9(d6|VEnP}!4z?Eifk{ZQPS(2Dj zT&Bg#KDJ@;qoW;t{~(4y8k|4=edq;ZdDCjV!ljkaF4O>NI3Fmn=*w#-W| z&d^ZOka9@RDD%%yq=~fY(nm$HimjK9HsW=XZ}TRd&oZ;)Y9JX&D8G{Gaj3!cCvSWI zi<`Iy>%Zvl9t+7T?}j??DmUuBUCK-jm=-#Ha&eN%%6)t8(XSQA3=>|QThGclq1`n> z%1qx9SM-?eB#xp0pI#SOx9}v1 zBTGfF$3l)a7N2^aDR{IQQKOlKYT2Z&F0GOFv`dt(#C+;1QCAs_JHF_)_G^D7NY z(I@OO3yaqRNS)WjH4rDh0jg!nm|$JnH2M$R&Vi<(C#u9Xx}+|}X%@0K3P`dAk6H9I z&L{n6njns8el7wuS9S?k0jhLVLQeg-wL-~RtE2I|WSt5b!>N7HX$B_%jv@|Xht^RT z;C8-%Fnh<8Uje}-GGD9UncHMQWbx|N5hwg$zGh1GC!V1N==c7W!wr~8+E<#wx~VT+ zI@h20IPY#xzRIQE8R>4nOM9g)oEK>&}Vu z-D#g6-z5FLD!u#cs80=H+=yhNSiMx%KOpRot}o-nohzu}d~21OdnYd-;5I*XV3v%U zh8eY+p~Lx3F43|Mu_qQ;uOC5Tc1U}GEJz*h9F~;|+q<3jUQ$8i+twn~OiaD2W0M}Y zwxlYNKHA}v9BA(yw0h>SufI4I-ULG9YIs;?6i-w;b02t00kM+n&mU32tHFK3O+jV` z!MMVM9Uav&jI~u&T+GNB5snPcjaK1r;lW~8#O7DA12_?AW69H>cm_;IO$U9^prE&} zk=V#OCfM)B-)sUm(*u5p^Y~MAj&vd8*ee#AoC=t@vmevSY&_g-b!BWSx~`;76T%@# zNo;~Mf?M(>bQm(FQ?cr15uikjomesb!VJ<&~peq`{DX9opzQR51YYsa{;MO zXFQ?;cN_BnX%7F5hMM&O=S~Z5JxwTBk5u7}Nu&wH5aeedGF#79UC_+u=Bf*`!&olt zw(B>;XdMiQo3Hx+D~-_?c;uBzQ$A#D{3PRsQ3?%f-@*z!B>Kcx7G0>2HVr1=);YhM!tWW#e5U!I38;1hw$^tuw8uHbV9+nQI z^g``Rc+-;Z6(=up5LjCwb_Rj1)qG4u2KzuPTa>}d{S;8JOQilgsn-AI-vr1# zW3=w6qx?kHc8iI`-`x7TU&t7}VRsZBZF+LTU@piPQ}3RvfTYWiIB*OZ!;~C+b%T26 zKN0{N337gf7IbYeU22Juy1CaqPkzH)j zseKwS47~rr&!QasE=p>=`l)c5&xn^5k-> zyr{ClpObvKVD9e}ZkwySKJ?!gAul#TPe1W2| zd$3UF%Qpp?d#`13<>6R-&}0C>A{dCMA~$Us@5MVU{sV)qr?5@(qsGs&S5k}a&Cutae^&?FbD(9ICUyK}8=tYK8 z2QoWi{SwPubw`aRx7@Gm^(~6m(szobF=q!CaqQwYFiYKzBbNkuDqtScKnJgn*rbSfd=lv4|EZ3t_js5F7oZ_b_kpytV!r%8;_ErNG$BjGPBta8ur((@&V0&t-YvrsWcE5U;AKgbOVqYGVU$pSCnO zS^yxmAMWZ4MV!Yld>kxkJ-VPlspK~)jN>j^j;CQ-yq1$?h{ZUmQw);SRe0d3S zu!RC5pK>@-083r40bW=X313S;E*bz4vp-c&bc^rtj3Vi>qiHPm{5gHMk%HR`m$Y;W zwiLD0c4_*V-WIi8aAb`MX&j=mu49wEaNt+`Y<`z(VKmN!_-%S)Jh-fLff-{` zn!M$8mWq{HhgWrHu&f=sog*19I9!C}28*q&+(IL7{-&Fpx)6QCI&~=0{1oF^`u9zH zk`4yzzKhVU;Q`#CEsn8*@{Z2%*D?HCMRqLLgiJ1LD)3dBk+#qw@E<5e+6M>O5)X|? zW;Aw>eD!NT!}8LZ_nVtCF#Wuk92A<(w2%GToe!jMURB%QZ@hpj24Uz4r5ZKEC8@hb zACMOEtqWA>W9`LEJVI|$5R6?&0NCUX@EO%{m^+|{MFCV#-ACZ#@;K6godAPx_CQ-C zNV-w?X~uBPC?v|DbbV(u=!yed7|A0OR;o?Ag*CNjb3r?S5W0{Em}ZLBupH3I)A_RM zVj6o_<{;QW$n@2cu@!tJ0^q^oC+VB>8B=FEb{5_52DxeYC@v#~ah~k(HQ+{lU|642 zco$0(XkP5auwY5WdR`2U3W)YFbA+bf`f8325Isu(O_TIUAA}h`Uof@GEx31?R!O{e zF3nu+?|MC|>I_cKgv2Fpe*i9p+!fQFCvNOXF2bL`y#zAf-@x5I-2*oZrg~r)R=9kL zho~5<8$ryYW6^IYy1anYXlk`EF_im4sYO??u*{;F{=4sMBu>zw-9JSgRj7sPcM4I^ z-4^)Q+-`jro{EI;IR%92>iZ~Hi}gz&MX+@itT%h9JPFGVPYn2m+z>Z%fNtnrf&AALN>z_ys($&<(;G2^<3RoJ<8IwZxL*AUoPml*qLVP`_5?m zUYZkQ3^UYsl@WA^I`+t*p7Iw6ECITKsN{u6P<)8*Mtwk0UKHhC6kXCN%-R2nWTF>9qr_r*_;oQi!x z@;z=epaldS(uV)Zl;sp)=iJEm6JeSOcF=g;Jxwm%%&{!$oXJG9k6hdceN)0W#x;PE zpR(4tusRp9KceH-N_GF`86W(N)@JUN)n{jVE1{F^_zg-T!;Bf{CY$#9xyVJiQcpvP zAM;L$@fV`jVGW22``$7>>~#HRe45=~E0k+ZDc@3=5h1eA=(pd$sz0u?P+~u3pxa<= zeRY(+S3q5PRo)(rAgLsU=hmhUEfpwwJf9SZ5HNZ2&HYNPGp@L2(cLt#0 z{f_0NK2*;3Krq9D2-@<*?7Cb1lEX3qvI{A1{;A^i(tl6!`rm{8|4s@;+Ohu!4T+;V zRmpm1s1VuoNUythXh%_+m`oP2ib!`s{Yf0k#p(3mFx~mbTBNUV0Z+{NPuXLR9T;M=!#P2EYtQ!`Z_ zYD)BLnNaxsP1trJMNc(2_HK@3``C>2$@ykJfgbvc6fC#qv+tf0`VJDC};v9MYle|my2A5-$Hz-{L?+H_tG8NzUU8N4!_9`7=3zSh_mVA5R89+Dngrt}Z@vWix5(#SbhNF zM3K#=$SB4b;%2uq`%;(%U`qawP3>w3d_V*2A9R(XW>Hy95624Inoi^Fvk$c8lHZMt z1fFnlha%n7*MP94g-$|Zn%f4&tYsTroH;^)GFj9WyMpHdB$Zqx?xP(qJ$_$|xYnN6 z!s;6$^JFu~m>Tc9gB~@wne}`OCE!QQ3kJhXAmH(_)-vC9SAXZM^CFk8q+rhE?yZNq z5ej%eOd{YEU|Qh6a-9F)d;agO8);mss7t?YUWkFU#I%isjjp4K5Or9t@W+-g%5ZA=?~*z2Y2wA ztz-BttJbV=;tz|vG)L*RIYJ$#5cq_OA@6zVsR1!N&>9h}RiyfUQ&Q2n=Jl@$)~_<> z`}HXawt%jaa5)_NcK}bS2A*FHyJS1s@cDPm^dG#nDP*m^#O3T`PLcJKQ~&wI%wzMm z1_j6N=4L`d!s*y4xD+<=B3&^m@Ax+wLxCC~Q2uvfEPsx*{3EW+jakQ;rQ0%o$-dsJ zUtJZP=AM50e40(Nwn9k>d<=Tjh8|G-W`4y1!$aq*82XLFKOFC0DE|DtSL!cdABj60 z?vlm$xwEb+II-bNadGF~T;qq+`A$Bmk3e3+rMmKu3iz{cGy@+b5HGzNvq}8VPD_8+ zDWrdi7Gn4e1@(GwGa_>gevYM=a&eHS3wgNyE72^4WV{0JoC|56WC$%D+t;MYZ3;ei zWYl7OlB>D=Jmg6NDpcMv_5w$~=r zi8OdJ5~WCU`3~_o*sX=iOZ*=C{?ok!Yg-g`YZa+u+0uRoGzwN; zsJ`9!Iybd?j!SN2x%Iwv?K(@nlS!|=-%z~3ZdkMzqHC0@K2$XB(AYm(% z9F&3GkB0@sF*{}_Au z%dL$*uWH-WhJ9l1=!J?(dP8-_a}uo`zzI*N{8&JJX?)1t?Lgb(<7A}#1DE@hNmgHU z@JQp*jEGu8PkJ|3gkW3DOmZ2_&Yo$=?C$^^5f;u#R;^_~yi$SEf{heL_r7mE*As-?uJU7s=;j z9SbExeM*BRn7;MH4X-y(L*-3ld$1vm3gOF(Miw>Z&$4FbN}@F>xM>kmT*-&xJt^1JMmRh7)>x3&0JO0b`yCiUl$ZWspb1_ z=z}}icHK2$-1>GdAK|BsDxt0rIR#M4cYw}x1$8Fe1zxi^+JH>R{^f-E%04v-T=&mC zEe5uFGxIOTdH^RUg-0!!ca_O)G6 zf7-6Ot<9>w#mq#Hm!ps`AMFs|$T$gP$bfHp)|~{>qZUtHMRbB0xHnAnCpaHf2Vu*5 zXmJ)t+PYeI+MK=V6A){sMV>|W34yt}nfa7?b4T-v6kt=?I5o(7nZewy_t-NhEZiCo zoP?0&<5alo)P<}XL1lWgDTS{@NC12aQRLLJj*V^i(D9-Jj575ddBk7zOY~QC+-Z$P zpGBHcK36cBr6ZV{jRViBqCEO5Z|Y4(Wf$YzVRcJih4^fr=fnnmd#O=ne#l&Mp@EAP zw|;R!RkStX@?cMRE32}1hqml|vh;b-Z{E&u6}(4gzZXuqY1+aO19xc>V7v^>%j2U3mtDj*S`#Wx7;L*kBRB2Tr;q7w&i-P!pS~li#4&4rbq{+d-a*odC;kLW3gb;1CmI@8$r}{1e=GyQ|(W`!Xfk>pnF*;$7nA(MkL|k8F~neNq|Ys zeuLY>d2rPb?|fWsuYy8jV@eQ2c$Be6I9>B~?r#!ykL8^SC*niA)xT_3!+yV2ZKn94jEiIas*CnW8usawq==HdcD4(p;28Z zlVnPBKpBt=ledSstcZeZTiB^B_`*9TGf;=`_IlHNS@@ z0IB7R(>^UCTRK0vr;hR!HT2=tneU9tx67Vqga_M~;?SxPE1k$KkZGV@2{1E?nwEEa7GBpwTZ+Hct{tM|_Ao9&6MRY>?*}DzVbw8V5MYu<02E z(2rXPV}!5Mx5|2^TeKotNe?~%*e$#VRo`IL0zcu20OI9}F}X6Bj&NkA!Xkad?EJpR zZKKt`P`LVjm%<#s%xu%YE5QE`SVbZkSLINPv1#?ae%stXXE-R_A4W z?Y(9wNmF_NC;L!Z#wlOb$>Zuoqp7`}yHc@Rj1gC_ia6KtGJKr_3>>5gAvtE$!Y@<% zhYK;3x>C39#3$^O+fS$Nkqrg{8d2~=p?S$3$p;s3Z%6DSQY_^o>5IV?(Cqd=9qUUh zBib1&A13Q8!~U)@ay9Aw_&rLg@k<~3Lz5%8(rmC-2{fp$MIyqVcwy0XyoNM}t{|s7 zL5vmnR6tsMKe32bd^X}j^dT(byd3T)S5U~GqItv57mCl$L#ac&W^1N2* zv(E!Y@m+9Ca;WeIDQ~5}_-Ykj{Wz72=|x$2i;(q3nK6_xR_epYl7`R>KES=pSG#xr{lFc}4%uz)kE9SP~TDpAya zq<=N`JZWso9lcPJhBRj z_|b2Y2WQ`SD>1{!J14GqgH;hI)YsiG6T?ZZ0GSY2ao}ZuZFl_rGh-}i+!2LeV}@;; zXz$I0hf39?8`??oD&b2lm!LrwM>ty0sOK1CU3r|9y_WLOkQJD*m(-WnCi7B>?SAG} z&bh(10&MJ<>RvFuW`o*P0F6)Ku3PgCXglwP(1F90fa%FYr4uo9c=_y3meq@&xSmN7sewfpVuNw0meC<>NP*GUiclDmV{F8<^zZ)1*LaJx>M zZ`W77Aw#euq9?4xE*KH9AKO7Rw~1+aQFEe^Kp$WpvG^-x^~&+s)6Y0XR9=)1D;NUm zw|p|-k!4nYdtQ7n@CC%) zo2}t2t+423Vv80j_yxh>s!af91jUeuCjgPdBioGpTJ*|`M0 ziGl{anG5{OGha)ZD3& z61Hp?IQ#1l!&m=W$p2i(R@(6F2|<^*LMaUsi)R}5{`ZZMCN znZHcZjEET?ebw4|%O+bfMyx4Vls7tk{UhSWO~o7h$S(N{Lq!wbyhIdsjjeN4SkN2C>Tl z!WE+QIW@q79jRVqwRIv@2no6BrVv`n^9EV7>L0G=e+4_}erUS?>lq6#99S7o0@|J2 z$a1xD@}Fmz62AMw-(I@%5g*{apNx8Daoc|B=1h8`=fWBo${-5z9Jf53p5Ce%5oH?G~dl;3=8I^d?#STIBB2EBqC$}kUV)JyfNIW z?uRc&tgHG6QSbavCM}|JM``8GDClHsv8gjf^L-~jKWqb z)m7+eq!RP;H}Rsp47pU&zOSG*4@ER|F%T!U(22Y-ADIYQhnNAa2L~+0Jp7=r+i}3IosnFf2Rgu z=YPYZo(V1+FI(80Nw(D!79aKGALc?w+KB{GcceX!1tdUkwY*$zij{uq6`7!h?=?y$ z@0y#Fzj3D8x|yXLpQ=bXGc(NWQ8giINoPQKHxd+`bq}Rw@6ODwN_a$4V~>f7{HckN z7V591^>QfLt&kEp>kfAO34fAAdXE zKAxUdo!;1vV1w8M!mR@_@l{7uQWun0yN^<=MQn!RK1$0uwLd8cz2|DFkXg}_w3X$X zbEvuS>3+V2iB*Y`oo7JBI8IrP6Q9v4iTVx*+koM+Hu&<%AcBGwg7)>bjj>Bhw;H70 zDn*A+5OlrIii$e4wlv9jJS8CHpd1mD?U0oC)()&53vhVQ??J9g>B6S@pez<(xB=MI z|AV~!|J}d@cOZfSDIex%$RLJ(0<;74^e?U@04fGBut*M={DpLpSo8R6H+#Xns`>eX zP?qTGf&xBc!_fB+0Hwd<9sbA{|Ht3AQACw%Cq^uZafnYL{V-QWC_%>=;XXJ08!wNf z&r%fQLVYr;3C(C8j8^uaIVHo`r_w1Ci3l{C^;;`o~}A zUu$>&kmumM2u0MJ%K~3*p;iwRmAt#X&4BSXo(J#&#)7=iFMHD1FT2k+cqCU=A zyc%DEc3d+uUQGn++92E{UoWY}szSGx_Sn@w1&cHkJJ#~c&1A2gzMOmWyt7Znr-~b; zabe7PGZ=_`c3NPuVA!nJe=}`-IR!WnuW_XZ#xv7@<%UT+6V8CraLE<68=OGj7e+dH zL+y?6miHt;kUP^HOf*p5vMSI(%2(VvDy=iruCu9TN)Qq<`%b(S65t)isE{WD)PMbk zjeH1~hFJrWLJ1ApF=M+s5)M56$3{913C8#HACMN3%s-cP43%fRx)HPh{MmGg_qE`s zZ<{nrT5ZHPH0@2L7Z5zTY1K%1SAANjkg++wW<@M&WVY%lVA z7+-(frWbOc^f7s@62~p>v#8~mqu0i5ypkuvp!q=Gg15EJ zRwJxI#Y`537Jx${r?ctlzcz{Y|MEGrBxuj^I?Cx))Jw6LOffLyjctFg-0P&#FOTqr z03Dr+co#!kZ}M>L)-!8Sy}B9;tKhJC;#abPIr$C~r0F=3vvp+SE7mT{zR@!^bf%AX zv&{2==)5O+=Xkv}n@;0;Do&kGeX5TUl|l~%JA}Qj4Oh3TFMEch`Gx*ZD#|~@Z@D9r%pr^x}YQ&1v~-UPEB@oXB;yNlP8o_%p#mAVBP6uiGXd>V~7 zfLl+CEl^ob&u^KU&Ze(K3P0(qxyAjq_Zq*mAhNz8VSb4T6~=R&&9KZwjSv8k0#HvA zAUjFm_vP%-+4x=!i|_Ca)TVap4i_&k^F@L0G!!v1OVhBGwYt3XYmx`)?I7LBx^@QM zxJL-L9sA@)8OyF}5``i@X0hX`!;@)*5tzbsnpUp9<-xl&qr6`fL`ZpGo#X@WV&x}r zFl-Bu!IgGMOxI@AV*GiTxyrJTf#P-+=Ub_d{6cXsS}|SQu8etwmwqid{XK;rXO?TM zda80-8?9~`@Jv}tQ^(@X7bUMkd?-+Efg1! ztqgKMe;JOOAZ7P*5kJ{EplWYnz6+yPtEY3Qrn%R3f-1id!j4B;b#rh|Wn0!I8k(mp z?9^yAsNVI902~buDAaF0P^PMEGd;#?P||W~qT^NG^DzMkx&U6WqY8AG%}%R>d>30c zEuuKDW2uX-<&_6+PFx3BfP-z=sdRbg`86QES2lL`N=v;MUsz@L9WWVZy)ku&eV3zS zZW*tfIwGk;fA9$AA0nFQhJYV#3qGE#6sM348gb;RlcW`h)|6&`Ot!5=Ja*-1i3_I)d44cTRBLMZ#L2-$bC?~ zSlMo|b8vDA-W3uSxhEQN>0hn$<50zC@dfnDf7NX1|@-kMrt-;Gv^| z4-cIH!VlTpp^bTgd-OQE21je)Xbl{#ful9>pIQScWD9Fyn(pficZh{U;Be)3&BcHu zC3K$wspC8JwWR`MQ3MhrWirUA;fixeWn-Q?E?w{tlkdpZ{|7Vy1}@t_ZyJ&IQUpG5516)57h%I2O+2LGC>LbJ9l z40$)*9$C>txxnI4-G+0EXf`dm(>1Zh(Ev2KF_pijfBUCy<&Hp0QJX%Ue zOX+AS{VU*m^xVHbSRbL%5h@*_(h<`9^+@xtT;n5DIzpwt0+pmkM@5|1J2?11@6$@D zmFp2)wY>OJfQD31HNbv!#`#p|f~ri+?A6ZR%Dl%Caqx)<3*>FG&^@~*6y$wapd1R~ zC$Y5m6bi^DyD7vAHm05RP!vRf?P@X#axr{(=L-t5gOjPC?udVtmls;UbIgM_^YrE& z58C(OyQ9b7{2JhyoA1-?6a{LQZcCi@>Rs^(eTEpLKLLk zSmRm-v>sgs1<6!~t`VyDO1g<)vW&W~_x>4%y<_ga?42&s2iW<3zPsZ+Pl|WQZ_dmi zMcOPC{Xg5rR%^?3c1V~!(+XI{j`RNV0#h+q&W8#sn)jsL#53Y+jp4bzx)DlUim#-F zh~K`K79xTiJ^t3$0L^<81=&86x3r6;2A$5&Bsu_JnMMZ{A4QJ?kk?~PIO1R7wH3W* zeez)ZJ+MUe4;(4>Cm4O)(>CHOskzF!03D|X=-MmXgMx^}+k4wuWg=WHVY}FU0B+YZ z%`)&zYs>Hj(Gl#kMAAZL5l5K$_m3BU1z!HaV)Q<^eiuSD1>N@Z!p=Mp_%lG}_~^Xm z9!2mX+Xx)CO5A~h%u^YmAh8`~wS_lfWNW;5_{+md04!^*U5TV`A3u8ht*-&e5EBaG zPp^T3e6XrRdK#`s99%pbus=*LZ65KFl9RN0Q1(3heP}$i8V{hUQNFt4DUxqu`GX$h zonpnqukK?+%dd8qIwJFq8M59GP+hf1;Rx#_2MiJ9AE)<5L} zrCf(G8IyfX!#&ywd43(RgoQ0_F&?y#qsQO#8e~ST!L~6zLwhg)$s^>5rpZ48UBv-( zQ3eiRBs~@?9PWRqbD-^CMnQadgs|M!3bnYDJh(Z6+574r9D^`Bv+iFBzYtS-68ZTe=qTcBd^OriKcg)s^ zD-YQ9;Dt(!H$$1TLg>tbVjGwCF8&*NO9seWIF9m`qa5r|4(hOwXaJWn2=Uplo?pN{ ztNU7%+NohQz8!F>67hm{ zcxN3jYy!lynqP&Wi|QyyzuoE}K2QZr_v`?*_TFQiX*&kC$%uk1l$nhpNucUJ^OQCG zb43%ye+Kr24@HXKSlmAqG7i7?%-l2qAmfB14wD?2r+zLrE4;UQqNg81-S&Vmk-?Hn z8{+{vdi*`F!8Qs4iZ?%r(7mUUdl+(d2Uqk}KtNm!XWID^wS%3sb|4V+`$|f#@?5h5 z=II-4K(atf04l@&w#fv%aTq-cV!njz?+KZPu0lGYb8x0T48>$kCO>@Jf2%|tk9I>0($XxClIbM$$_4W+4f3F5VoKPLi!Pt5j%iXE%?7+_d*I&#k zp7~w`RQ8yeCtE7BEZ{J6r?T)y1s4-6o7!-!`hXEq?<<6q&$-cA8g#- zn@C#Y=E9L8@HbUNexkAZ5>`aq7ZL+-)(4rd#cE}qAFNG_v%(;($RzG~#U{bH&|KkAO_ZFx+|-F^j9(GyLHL@1 zKvm28;V4l3Edv#LRR(OFJ_XtSHyb|RsTj1OWCiWF8>t5=-d(Y{F^6GkUn|np<^aNKe?bFPhorUvKxxg;-lN4 z>;HQ8mu$60^xqesGV6F0dipHCHu?)**h}RJxFIif^?rb)fUN9DXySIT_^5B@HpQHf zPSvO{{y;1FX`^DDoO=~AtR>!WUr$4@0#&-lD0+`%n!lw?gErEmxk}v4KTl-^QkkKg z1F0VUgE=5CC+@v8fvwrYbq@s_dsZaL4%B~Cek*YBi`;Lx37r73VYrm9S zE{Z6KFD(i(H#-a<>IxYQ@k|5-(Nq9VVousa5l;9}`uIB)+mSf>_eT}2*`e$0x#Bgs zup)mN{px6{{1DBc0JJMaPK{BGVG{FKJG#T=6yIn#h;*5-sdlx8)ucW2*Y?hMGBH%w zB+Pld%SXv4A|)7BZAvJ~JD_8LULPck|CxF_+v76|qKbs`<90uqWwZ3sxEf%5%Wi_W z##XN`Bs3&cTeF+hle>`7Ay1N3u;>;QX5XTu0u|?iWbsyTte`z_S$Y}#z266g!W?~# z%VKUHwJ)}yPGbmO~JqxZhf=$T&XP%B<%tYk6!07eGZr&UZ267n4dUwqcU{7EAMiH6j9 zJ1Ywt3ZCVOye{~vhU8=wmC!};YXg`v0;Jdi6&Pk}S`PPmGF1%HsX9jrzE0d5i~QVo zJ7qrBOxY}wvyS+avbwlkD7)?qVj(Z>tM;-#wA6a|ieCD0dny*X;RJTK#^B>f^GIP`4rf2*o z7}%4VNS@gJ3j*CE4>CkSRwgL-994n!ay<5rFz@&HTZipbmiRaca^LfwsSZ3(Oyj);lvL=tU9-7DSI2p;1W z$N8jtOP|$pJIL>;fH_xE;$x#>Y4ss^+jE{A%?;%l|K4wAyNtNJ za%@oaDUZ6*Bo`g!RtSZMlJB+=vORs~f!Fn&H}Z)p@jZfXIssR)DG$&PSd`jtN+$xc zZxO(era0&X(#nWrdZ}^IO*8@=q*(9Nb|=1iG;}I6#^dsq&?vUf+s+zzNy5{mh#TvD z=a6+kueab+4y6ccWc889M1&*mIEW>|JWr1w==z*Fh^)Y~&#kX66ex`4jq$BBOKa@q;avRo!p0 zP>_)FxOU@Z&+4=JS*kUobDE6Q*hQWAw{P%Iq@N&`P@*^!TlDEbbUn zV|var-J#I$^3;7^2rwLm4-TidEmb#~sCGKX^=KLs3z3(Ef{aMa!9GWUOl&z+^%;evzwdliM2YqKS4X<% zIS=5gl--6JNIlMj*0IB3+;Wp2yHvo+h@rHcF>iI^j<@%XH7YEmO1lL(`*RA}{Z0F4 zFGt(kiGSw?bRu20M%Ly`rJMriq3Yy7L1UCyw0}WUm5nD>tTIFCh@Kd@N0acc!abwF zsx8h78PYtbvTYtMT>Hk301z1r`nD-1Up@pA`)L0`oTpPpoX;FU+@`<}tX3FMx|+Z! zJ z%K7uDCsN($@z~)RBN_RScO#CaS~GsGiDn+MWW(wu%YLexYa4p&4&HNm~qnR^=pFEJ_!;n zqAb$K=&e*HpNyvZ2xdYY;Pin!ppEr^HiysDYFDtwP&zZ z3wysPUF6Ni29|4cGioeSu;P|2&i)~hq;?I9pI}|k;)^8Z&}EQDo*Ab-Z+*G*CG|Uk zCgIuMsRT1A<(VKw|3Spn72ciN&~h&O!dS;q`fvl?J5PnhN~>*H7x+gcU$1$#=FMoZ zp)pXw`a{6oeV{m&fWs3ZD+c}FxJFH6l?yUf>l>6j#X zsu5HTUk5+-BDEIP3puAb>xqjr%)TsbUxxxfS*Sum?uM<|9XZMVU|0Peiq4fXDRqS8 zR$|hYq4;jN=}CQm-`qOmt5p`)>hPWyQQqYkpG@8g6y-m@ZcM4s#>9l_Vqwl;bpj`z z`6@Pz`BXVN`Nl{{moG!tc+o1ZNytcXdl^KO}7;)$89$3V65c6 zscrPz6dz6ri-^^(m?T=nYzZoL&A0J3r@zat#;zYA^1HW)rCFJqrfr+X5F5A@Czier z(amvC&gkFLs|*XtvBHlcPP^iz`L!)Dm#HlPYwR|K^cP9DK6YOo8skw(f>}GCQ=7=0?)Nlv@qx4)H$boyg;#2@bw9tLE@X7k z`I3#XBgSR+w@*v&VJTFdf_~KQ$R@pm{O-s|mvY+}k(3 zzCllKU{kuC3LGx?V&N&hm8!k3@J0w^0-<Dq#<>8K}I2_L2Odor3onU-}%3 z#SHLk?p6LFsL|sqcQK|jo#D9BmvG}=A3i5vOvY&o>${C&bn^o-(RtPZEjZ*8VQkbp z0d$5T>CyX4&F$~+UY?CJuAp-wwx;;D(a3Fb5+0W&_(C zs}vT?*zlGZ{|IsTeiFNl_w4lq3X-y0v<-thl+j5D3WQc8(YP4%Cm1v41Gqz_;^O)R z7@R7qyjJRn+of+)2)?gdQLM1LZ->W)8J?li=N!^wWSez5!Uglyd-&sauG+f&$KaRAXK{BXVYuXybtzzTbQOp4GX)#V`Y!oP!^kzKSPdB3!<>q-c%4V5<5(+lopmTYAT z@3gh)43fo0goqR{qm}tC0gVV7Xhca!;oO8UZrdNa5h9DZq9aRN%Yn$^sBwCgoLnP=^y@>MokpZM=oeRIe!QH+UIktKih@9pc_qqRSAuI2qo(R|tOv|bnMH}gQ`0)b^~1#46#)Wdvw|=G zy9QkSfBb%U#wvzam5^XX_q!usvrVs0Q5+6!|6x&pOV)~T)4wgWE;Lb(d< zp+eLc8S$^;L?O{pkZ9b7%0jx>iuf&~_Tg*42RtP$}&JC}OSb!gfZ<9s7F9)0I zMAXjsaD5Mtjc}_rR@Lwd3PQ7I&i_eKT&>3)Hinek8Hc{f2+6N@(6xMi8d!zUrH-P> z|5!BnuZUFWKjZYjQNsA>YZtzb3AUlKBCXMxJzW>CnzkW6aj*G9zKxl)S&QRwV+F}q z(6LJXomqbWbOZKJp@LkVgHP&_pS$>{#!wJ)&E=$FC78bodlc=*^%>{svBiln>pm(Piz_{Q+K;&Ftkp%(hvWId3 zl^&J;1>ZbNwub59)w3?hBTsI`*q?lLQQzBCx)tF79rHvIEgd*!%LO5x4$G0x_>t-@slvr!i_PN^ zn;-mMJjEiR2#!_e12NanA!@w~oSsVeRJTI-z4?SCB9JcXD*gR^0RJc5LufzaeJ01U z4I+g96?9_+P>d3GyuZ~gf@T&cx_RmV*YvVhaxaZHvVM z;2xpbv*NE;DE0jOmGo=*b6FJ++BENDKUX5z4j^HpAOIF@X@s}Y!CiXILEj_l1ZRrw zsioQ|i6xBy4haUb+4JIc0XBUJ%xD!n<971tcSzY(T_YPDdb_R9whWm+;H*nZ6PqdJ z23}OKTa%G@ie@t;hZvfZ%T3MZ^;Kd;^e{|rG?6*;ViU6wDH7Ur%?St*$@~UmDS?L8 z)~mTP&3QdZeUfXbRtBz>$G076~)FecqEO+?DF)DPY zRvCKLT_Z^pB+3_I2CMWoLJF{a+j*DNUZ;-`s}A`G#m(?3h2)7R>2*C0U?1@IA}8oo z&^A=?C}Lhg&Vb!&vG-MNZFn}U>^d)YgL0%b4FRoTY4ck)&*N%ucTo^<)Ue`aCvxyR zeAu@XZ<-;~91UraOJnL#S$FHFP<{D%SmxWlI;#_|j~(19$jLrjP<>%^wsY@3ODJ?UDL%Wn2+N}}=9?FMork!ru7 z0jUp0U);D?VC$I5*G#=ez54C#*GVxR_50KVgcjuc9jY^{O@zi)wWnAH{; zfa0tgS$lY7j`2wlPLCPOl2GeJnmZb?l-YqU^kR;0p#$+mS%oc)-Nu)Ers%E? zI86Oos>;g_1H}`^1D{D}FVTAsjC*~J5>V;}e*F^FFj=+o-QH>a46Po8axngG$RYLK zdvDKrni-Y8=1=et18V#{uNQDb}x1YT<2 ze!Gn7YZD#j#@&eGcW4XhLHc5+<|mUCm=#2n)1mcO_n-cf-k(itNxm%X^H_j!y_tWO z2sB=Iy8~*!maZ=yq^+x`l41@L7l$5R_MLk*2u^EQ;Tb?_M9MI_s&TRG3iPV$NDg6k2TI5Z$`@@Z9P zv2KvUIWN)6RaE(^h5W~^L<-&ZK^17S%U*Z-z4DbEMfS%QH&vf%dNDm(P+jIe$H|+D zyR5%ZB`2dGqCGOajRooeb;(uYOf~t8SQ{gPdym25^M3zz%VTcgLVS+12&b;MQk0C4 zZQe{_)7y1k4_OJNFwh!p0m|P0)5-2{k>+o99{+9ZksJ`Orl{v}Q>`G7m*KLTk%#Wj&lF-dR!6&_wI~C^n@>DZy^` zMHb;t8cOhyvZlI4t~(@sw#IB(G(W}B8l3_Vgx%&fHU2)K;>_8wo~+V6sYQEzOcx@am#i?T@I46r9?vVK}on&$i30VcMlgST!xC~eDPkzq`n(3Ab z@G$YL8Uc>(K*tu7yj5}b&{_K=4EloH26b~ho$duGGvVGVicihGGmt{;b3y=h6%kZ0t%pu>|H?ql*V*@toSEG|25Ak|iG zBF~+C z6?k>%ytV_jQ#9=k*H-Xli&k_Z306!3Dc+`U>nf394W6ugA=wmQ_K_xe+K#{jvL;5G zfh7e-xke=qDnl#JjW+q_d|G+dX3!rSXh3BiF_2sotyHK9khg|nH_kUvawt>g z4Ao3DzVUYdRF>nlhn=bTAJT-s7JqnAKq{zv30?1kQmJ)YmILPTS1!FMWvL2*b;b16 z9RDO5$Yx=?3_4r(Nd9p!UrA)!0}c$=SbN1_EN5OIpwdy0Kx7f+Bs~d&kTtZ1Fg}BE z7srk7OBzKh%{*tY3acz!8eVU!T9bA9AE(2uxbLTjXygI6) zCp?M(V^)t~WG=SUmnmI@d9ew{lry1~=suucIXy%^GFG;%L zF5Yv!{8Nu)CG`v13f}T@P;cbT8wrkycwEPK8gI+pP0Cp3)wuV?d1$bz=zIkYdR8q~ zGTU@@CABjTtWT)9Uyo^epvF$Qg5M zBoUgnxT@xHTigb=YcCac)V++%Xk|VcOObpzCdoOYpjFaYsy)K_xO35A?xgV0y#Qmc zA`BuLJhZvUn2cGw$B{V+YBL4P+wf3Y?GWA?n`^Vo*i_4`&6FY^+E~LKneMyPXBQmT z^0mL!CQ1`R9Vt4ikKTa9G_+PZ>zit;C>M5~L912Df81FQTa8%SKe9A=rXQ<}U9l{G zMRNgXWTO3wcw7g==OvRz-2Qwk{e@5MoYtRMvrR`{TE=oMm4C{}7D0C6?ML*M_2A zf{5}Jh7(f22e5KoS|ab<`#yYFyrpJu9~1%TpRolbTZ7^==~tV^P0@0Wa|06&0*_7g zHcT(`hHsi|zizoXx1Oeku71t~HqnU$saAFm50|0@<{;~5SDm0f{43}D3i(y+XrGKr z*~!K(sobg;RTIRxZ>|`XoZuKjSRvWfwdRt3g=WBnJ_{}P#VNvdR_CEh?NC{T^YP5d zV(K+b6jjc&Qji5<$cz}5lp!uVt2!SXu)mQE^VAnFRGT?X8@x_Z7fDW!5r1{|5s7-N z>q##?(iugbA7orMY?2=ZG1c5i&% z;TS+`HJEgRgNg?^TQYbVVOY%I6GOG?I#_D4ZJ$$M?pA9*#x`R2V;W6aR3+u=6@C7V zQw3mc8mTLJNIQG_%7&g)kS7l+KF=yGWFB#p75=$-<^M(dTvq*uV$O9yJ?s=)th7H_ z(8XXfezSsc5}n$Z%C}lRY_jx+GHID-^)Q=8X%$uO%(?VE$cbwl-){HDYvoup*>eXPwi~e=Nf8@ z3X6t(k>si?wGr2)89@oAccI3-=a%AGdxxzJlNL@ajvYs%+%(EF(56fT{*D62v)pa* z^y4Plm?f{Le1^`3DD-)Djq!C?EAEp%m%o!fVza9rmp!usZ}JE{GqvA<<}|=`7X}Et z#(HLy$~f5Qt&_r+6xBJB>VnC?hO$iRyv1^Q;6)JT{d_q&Bpic*51YF1t=4NBZcEZ* zvFRtzBk#09Kf=}sl^gmPLW!;YkHe#^j7~p`>5Knx>dQ04N!g6pYUnDyFS6Ko+~`fb zu!&j8g?mYj_3Cq-Jnepllw$}(p*fXY-M6rq*|Yf}rsS&&+LtaG(|F+v+?U{+m5?y$ zxc;#d2i=4``N%z`Go1tIILdrg63fP&bH`emD;v#L4M&Ts<@C4Vu}B zkN=evHs#^TpBqqYXnpW|aCZYP&^IiUZd)4)D)C>Yxn=4tyMw!FZpEu5DsE-AI03blLHfUZwIZim}0 zYr=S!GoDe_`~a+Utsmb+*n(!Xo~uaV819(JTKof+grdwJDzG|(@vE&*(}+ulpdi(Xi}*Qycjmx0 zZbhLWd??7)F4SAAHF-!?^7`rKe2zCUjBQVW-OmFq*>6DMW~R}kd_m&jRv=Ox`UTpN zQ=6BhhvfS%1-nhIj(#s9c#!1P)pz6j##{0gfl#8;*4U9zkoR??u!>mT^yn_2$6ccCixwVz1E@#*X_kiV`G4 z=TVT*s4cAZ^gidl#-UCde~RYbR_ZBAmBR0nV4CyuEfrT zgg~Wk&xSKOlnbP_qL4^mm5x}t^f+ymTm$NHf%pT{v_B(2-F#WWWq;5+bnk55Xz?`~ zfzH>QSK&NSTiBU~hXLooH^7-Z0-QeuGH3_D_&*OgXoBFL4Sx4Q{}|;Swt^&(UN3#~ zG%4gC;A+#N@S*j0zT2C^pcVcvQ4kNGkVEJbVU?uPK)&&sQSV{9Yu_{NS{5&>w2R?( zWDRj%u!G?9Xu8j_JASNzM^&!&Hn-ChRU3T5Ks}K=#^7pfGLT+AL6JkS4Z}J5caD6s zyb>8h*Kg;Lo-iS&{T845eodSX)IVns~bv*K3}8k z;h}}b^DBuuK7BZ;*)_x}!%}%AesvfnZ}9wcefS9!jQkUF_3jwVgBs?NEAjE>g|dWU zK8f%gADkAxpe5eFe+8h889v{^-y6Qg>V z+#`4G4odh=RQ0vzXpi4<}fhs{=xF!Ow0ODYIIW$ zdZ|V`SA9<|xvxD+{S*pOQ^o8XdH`?G+$b=fw*w6ZF)^iI1-6<-ycNdgRRWu%XX&iV z%45ovPR_tU`sifL*FAl+K2SLO?(B3GU86bnI_8TD2LS0;aQd$RCgnrG^sB!z-B|B8 z`-(E(59?d80SbaCOo+V9r2+`qUu$`*;2)48$K_KX2-?`_-}O50A_X@2*BfB|X_UZE z`U|$D&n<0Z4SY|bJ~#ks;1bR^S6wk!Pp5=gwni!T*#>qi!6ekK0r z6ie|X1PdubPyC0BNFTrk2d150U8m#T56+L!!K$xZoD;vt)g$`iv%S2{Zf%-)Un*>f zEe>yzjc+UU=4ML6W{t9M8K(#OY{_1g0v-4wd$K9A);b!nv~$SKH8xi(nBm`z5C8M#UHlU=H*s|iw@wo>$Y(_%J=J{?+#dR#jVV)b#TQ`k{tX9R1Q_K zxhs?;(pz_cwd&-3CQw8cfFe?U;XG2{#(qghCFdZDf-nv*^Uo;e9#Hix#kc5p7PToy zv-iN=Stcv~$>RETk^QIs{^{NbJIBhQ;FenBgpYx$Nw_Zt_B(IAt?=2BrU1^BACnO6 zHDB_Ni?u=LFPH-V8N5_h5L~(6#`~6K9^zpn&n?&O%#$$f&*;?!76HQ2U-jUlzdayy z^qy}R7=}hC^+#MWHAG41lGdr0=~OCKG+$a~lFn?v$tpi>d{9eo4J8j}|Dd3DlY9)% z?%~?x3!cr|a-Lb3NJlD!f>qz30J;TzpP(ThH56X2`7af_UL1l_8tjT~QV)tY|e3d@F9Tqe9)R zgXWdo45s(qJ}SBABVBMzJ~Ys4fwwi|*;ro6Sv$sv#92kq`H&)H^IU3BEN)Wfy=!Y5 zq2lz<;QX%`4_e?Ry16-`7ah}dAn(v?@zcrJKJ{3eQZE&~e2M;o|jS#k!ghbYm9f$1de!$~;Z4#R#9Wb~zk~N%Ta($!u!#~tE6DVqy zSaUtSsGpOg&O*)6DvbR%si`=Nz{BTNrB`@J8cdmMaG@sAe_S-jdVcwonXd{w?bqF` zKqO-!8rE&?nH8TPaiunjC_8`Z$@tiXW}TU^h>6;0BAMo*^PJ~z&pW1y3-6;jR4_=tq!5X#B7SurZ7GCdiofv8slVEMC@+R|jRGnY8N6Mt%V4MNcCFXB)!0 zQNw0pUly?**6gy%6sWH9UTo_s^jXRCg}Mxj$UGAdLZgQUyq^|yCym5e1F-sPZ{vLA zdAQRatJZ9zyZT`F&Ar~gtZ)C(C}YH=ZNUvQ(3Wo3@s2eMekefk z9?lnwXD46Ws#7kPwtGU)hJ=QEs!gF=XUh{Q0C@O)E2#v{(v>!=bH$%q2h=5OE`r9m zj}OVw>PGH+_i>)R%klV<)7s^?;u@~OX=Z~%6GeI4O|QbP=?-{z8KdvWvxwi*7iDnk zxA)IEZOAd``9gxXd?g9A<}1<5O{qM|$S=JJ(@T`IUz}ThX!kJ8)Xk&!ixVitd z%AcLP|5g9~IVP+f|0#4!=&fdSLTB)D!4OgDSXT)kGA)iP1m1RuQtw+ z>&Hh7e4!-|kbES!)@&pOCfG^P%jUrDwe%P%!=)12f@z2=wsv-=YEt>YiN1tjq(?=4j{DKwvQu=(_Jl6hA*EAFGDGN9M*_BiNi((u21(ne{_fP6&mjO2UbwtqUOl6zzQsPQp_8?#$??v$$L@xV<~HcPyFG$JGD+Qt>Ms$cUJ)jZ zqf7OxRKo?<&(KNh(p5Vz1q@4iTvIg4FlULJOm7!$E==+kxMl&`2BoCH4nqqBPP*l9 z%7H#;|FQ+yD6oAJ*}5Zn01228yG_OeBpHe`-^}Nh(567jZ97$DXU?vO|J3u%=glRO zYGW7Z5?=um*0-<#7eUm4$p&*Mh+g{sjDufHBoYF5%svzi#4K8{ZnekxYYT*EK`7!n zPb%%p4By>&irUtSoB>?{j?Ak-Rr!sF&^hSByL8_n!FwsF;^?9aX$=*{tPmj9Za4#&*G_*FB%eyW=kv z%VWdfxMk<;=;)8Ln{6d2i^@PI6BB&$0(8CAl9um@oY;XIFGg8iuL!vAUASA-wF_To zD~5N?HJ+NTO`u>Seyh=6wG$?AvPxC!iqu4D&2C|fUH6>5=;HXzkKw&1t94HClg)}C zJcl>HMaVutCMi;9v4jPM_0ITEu=aV(>PZ^##sZ7Cm+%*6d`egAv;3?0`QVa^BU~SD zxg+_F!?;v!hwi0gbeJ;rI52!l zF>gx{c{d#kSph6aI}8Tkwo+gzyBuGU+*y1ARI5sxzl_uQtGJ^7rsGlwBtYLIySQ4T zR`+0HnpFHXuAUqy2uxyIQFJ9>lH1gkY{buLlG-e3{i+b<9<(xUrRT-t6^6yA^ywYn z4b4}qok(A+0&{SOJ+rz*nx145&a@Lz?&UXDTqoW==jyTCW(^m`fN6DVKcsoIxB5|g zeb&rt@&z}Odwz$C1NZVgvokfB1GP)nV}ZIk1%zrw6yBDkEc`B?h05)Y>pEXpEFrr( zUY(`liNmuLXS-PUD8`kC#nF8F9xjl)F1gUid~-qCmS3XV5{lESWMl&~?ur&B9C(&~ zbydmF<_4baMT?o+6zt2Jqfi$Iw)la;*`9(>GGyYlqAtecS)AJMF7gjbL7DBfVz(H^ z(g`KI*VP$EMO|C6k{5H2T^2a`PG@6I^Nu3ca!-Xys0*|JnyZ%^x_f7BKxo58x36@$ zKggo>NgLKPwX4y~79aZ(;sHfEy>z9ytCgp9qsVPaOW6ngp}C~k;`Dob+O5YiO13tm zioUE7jD#nH3$qDo)x$}>->g;#Hn7e9V_z>e6Kt$<3R%Ry%I0#wP8VybOr<~YSn0G# z5}R*Q6-BT~&S$1zD!$6kgS9wyoNL5o*X%PcCd(zQwQVhh!ByS z*N-Y3M4`jghm>bv_Enh)Mcq8&1{CDUEag{_y!$Y1DJsj$gu9Kt>;m~|hP`ap62m%< zmWOdt;kUL0F)*7#@LiYu=eG8r#!vjv@yvhK@eISw%n8F}CfLE-_>@EQ&+3aiqkZQK zt1S{HurBKOKyeusqI13Kjv33C3yV&zq(AG)nP3@rK-Ap?&7CO7t{n>Uc~0}U<8;I3 zoA`5|Atje=mIe#gTP)xyAh`Wngy<(Ea`gI$kd(Y@NIkpn5CTqOb;WIuOvzuWkc%$U zLe^|n+HZLur0#13cfV@{iqv%DI}sDr3`995!n3!W_UQaab7HZuKZhz9KA3isTz5<9 zu7zY>O%@ivhc=_`*EOlQFRxrSGB0>#m3Sxu|sU)8y?k zqCN!rj;vOR9md1~tRI5lb1Gp!_0*)p<|V-XY=R;AhR2j2ls=qqrV?#XhX9J$9ytiz z5NlXoLcF8~;RE z%{_+hQ5oAVn8N1V-CD$Zc&#W5d0VgzhBt68KDq??a_R=}wFh4BGwR4v9@JL@vnUF( zR|cK$hRaL-`Z=+ie*c`(J5t%Wl`dhOAE^ANRj<}$;XZ0spk4@u)8PvmU+w%g_50O|!&-qfFaaAYWA%S!GLF%&P6+tW2Vg zx=l|h9mcCL_%Pe_mXPCwS%DWpq}eRJiue$i5hCdtBe_qO^GWW^LjBSWTiVkBWn~NU zI2~#{ms+fN{f?BSTWvF`LLkLf4k0?|fKqUm%_$59K-n^g*})&rc6R-qM4amWoDljG z)lsVpCPjysO=NKB+WwC*=xDL4WCL5aPTx$``+vCA}2f% zFOuyOzmeV^M;)qy-O@&Zj>J?*IQph6KJ72-O)WKIX&PeuMH35#DmM28g@)^G< zi&@{5MWPPVyH`5~a+LWl1C0Fc98l4)gzA0Wd_JeU*Sp{~nQcWn)}0PNarNtCg(1cB zwiTpP6fwDRQOr7WMj>_F;xYp&%?1~JEPJbU@LcLfq!r&stczSoBkGi?!V5i<2CP{o zE*zVQgP_sq$=9*ZB^=vMK)qAfsL(SC##f2P-)UFuPnY$%rHJ7}Z_7*SEtJ9_G86_{ z>pEk34M<6{E}F@9Ww<1-Y$hzQj$`PtF=>U2O{YGc2@O4+mL*tpK6(IaJ;mNtH_ZNQ zr)n7TfTW@_!D^Ib%tQg2s^8ROVSM$UQH|;c<6c1rqBoMbLF0@?v53UAD;JcTHKBET zt$S9clZLn*QTI!W3IlAT2g$wE&p#!_7^lc>oi`Rlg7R}^9oQviWIa^ha5V0c4gFv- zGl!vduC06KrsIYgKb4!b#a#?KKK6G*Sw84jF7RZHk=AnckeAJR$0l&y`7~h^|D$*# z4&3ujg0_P202@=aW6OmD!`Don*Gnfq+mCDMb1jT#@7D&Yge0{C5$M(IU+0(j#S8wE zz}ZIp6?wpRl`(Lxx&_as^3~dbd;j(QY@7)DBQ?|(=EmRiu)^WUsP!+ZME|ioiFUwF z_2IzO7*nv)zb{mygA-tc_($q%p=A3EN>Q^j2(t&$*Jk}6<1uDTf6HnQ{WuoENg}s3 zY6TQ{i}SygYvwB8u0y{eTi0^26x?`)5Cuulw?rc`JtL6>R*{H}5!H(h$CK4)JoI8v(_6 z!-8tZ7J;{;=YACr)n3f0t?^w0@vAunar11D zWnBCP`uEifPrx9Req<5TDlxBsHeheQH?btoHHOTuovk=T5ft%n`+~7TJ;-L&w%Nz3 z(ePgo{;zj>AI5>q_lM{J^}>I=HJf6JtzwPF1(!-PYMHq{HS_qFxYL{d&T+!;omna} z=?^glhwnF9kSfxbl-j=|Oq9AyLt})3+~2{xrX5KXMtbI6oK*d^c^dvjXD$y%ZQFws zf{|`%4*V~N$G^!~tN(aJ6=v~u|6CL1G;FFaGUs8*yj;Hq3{@pB!oo;?LIwSVaIwnl z0Z;>eo3leUoh{s6*!bb1uasdf*W-xN)az0UR?{|wdxnEVU19AvS>FKe(#@hzH}RQS zlF)t;)*{@-O=&o76bN)NhHovi0&H-Ft(QT$%rX5w(cgx`$zScfzIfH(vAacqY@zR* z!gNBoDo)&Q;tAf*@>dU=g$3Jyv*@q|8kn9#>1z4S`tZw8xuQVzUdtjAbGT_(P3D4l zYtFuHH2+C|u4V1bj`S@XGxnm7WJ=V}3ozi3LJEBW7^5O9kSOfejMOU;g4>rHbGnyW~tGt}@9xco6 zxg6kie@rfF)hy-<%4?jd%j#@poRa@pC=B0aZe5^&2JSZZZ<_F0yjxF+{E_G6rMksV zgo_Ji;I4cdHh2981@YJ2VPlnhn8?;^Hq2Qhy_HCMNRr4b?)2%DfNZBvI&0|38QQ{H zJ7*)C8*a4+f~3)-qZlNz8ObQfqw|@26zgvRkAL8P_hlr)*H{Zgyfw@N159-f&Z|Fo zbFIVk@P*wEIw%bGZy))1|HfNCc`5RZ&L475sIrYxEQ7`Vf4LOcQFslU-@Q_s%BsrE8OW`SOv9VmvXy zM$j!BGFRiL2n*HrZK1u!Ara1?qp>9_V?@yW&aX+EN&4TG-w z(*^&Jz4wl5D&5w{V?}JJfOMjQpdcVBO-d951cZo4k*f3}AiWbs0i}1OD~Qw(>7A%_ zY0^7L?;Qe!B>vtwGY&Z8oVoYhdp^JWJ?D>^NMP?|zk9!HJ?mL(J?mnRrciKMC3onz zpyFQXR8^|{xRSPac42Pv2NvWb!0APuc>A%tw^6E^e~nUhHEJ@!!2V(?DXZfm$%rZe zWWv4+d2Lha8^vUt7*%6nY>=|L?C(Ltd6p>C(7)e8X`4iWk+u2nc*Q2vCQbT87E27z zS=&dgpLXU9e__C<%0d94FKqxN1d{K))CLzqr}KdrLW$V8F<6M z*3HeFz&|6-WScC0yg1pa;jTVJH!>2iU};k8N6hy=5V$yie9t3vcsCTO059E8OfH+k zwl^5wVCZ&moy6Y7U|Kb5be`~m6x}I{jW*JCswvfN5m-U0Oc+N(-oZI01&KT$uR9XM zn;8&riHs;`CQdmat=>30C;jQePA>DGH6(?lPE}#5``_k~s|>2wKe+cI|M=X&`u7G_ zC;>59R#sisvy`^hAxdPP&Wc9EQfBe_ImP)-dJ;ATq%|&GOeTEbx^K72)sxF=03P5M zh0bm8oWxTDQKJkj>O0>~g1=+^4)B5$L~S0Nj>8-WHmG^w-j3jBwsk{iiXizyc{u#X z$+LgY3@H)~&kf>WtcV}WO1sm|cUF=`xUPVAF&!P zPHBqe6EI*@egG^PIS!eUEW9I*PyKR3#%cjdwg3pZyEUN!M_7c)bM+Wq)gDU~)V*)K1DS_?G*qzP@0V%4pon4!@Ib5eMzU z&)Wj(y6&HfK9z#M`D)x235Zh@STcOLmgJkf35N(p;RISl zjhY$=X-}fD6l+$MWgP9Rh+{`!@RMgwo6yg89xKkgu*|ui;gQJo%}(JjO~jMDhC0_q#V>FK-bc{rDQ)_wBPYAS`Wi?SV6E>?AG*>hk zKpF694F$qSJ}s>93~GOH6k5lhw&yLfudZ290d6gRFwN=_WDkT)V9NS;_UT*;Y~&Lh ziv4Qn*9-u z>&LtLq)e#8#Q`hE@m`>K=?A^@|Avn4Z?~)l zuuxBlB_g0gXWUbI%2^yl7aPCGoo8LhNm+PsNn*+UNd7o$Z|^{Ha;-#6cby`i@Igf+ z5O+HOs(gURGZ1PLw)+YZKJ^t+=D(ph$1WXPHI*1T!gd?=NzT#V+?eg|)2C8i$AW@P zX;+CIuzE*+?>e~a%=Z<-1zRKo2}<|k{;t}+dSbj6)sptoBHv7{s5lImoF2@llbVY& zcO1B+S)1`z7G@aXP0T?2qNB&oTf`wIQBYhKWIu2U>9e0z2qMfL!?cH|Q$h-KWw&|D z=1H;|-`$FjoZwGXaHm9zF}^8Bns1mBG!b8*9hs)41M_32e3JDW4_SZFFVbLzN0v9P z+&hXd=z%}na_ZzfBNLjDBu=rJ@nA-4nd(=C&?Y3q?~1!JHu35`y(NuHljG;Bb@*$eDlV)=~pPzzKxMSb+%uHOX3D+^d$j;~}mH1(&^j@f(yN13vApjdu z?YP>IA8u-rrLm#1^2BFR*r@GU41d~Q=E7cH!+5XJtGhv@a`?B(bCo@BdrH4}n51mPG<|!wz(gTqZu8O|dB1Vk;l9|a_P^hC0JIj{=B~Ji z$jnULQd$Z<{DG$Np4$`mz0pA=drBc{@rA_*MtjTgX*&A_))oCgZ6D!~$wS?f^%{<3Sql2PdOxv)D=y?HR;B$_0ldp~O+_$8k!I8;GGB zVB=K~zvj1LJ?!Nf=u!4mM3=-27(iX>o@$3b9j`9muKYdl4` zSWS;U$TM_m?}0!MmmAL|XVfSB(sQ8)aMG=WQz|NOm!ur19uULRXgRY==6}l+^T|@e zgsaMx7fNBBj63_KSFqQkG*qP9=EA-+`MxTA_3#2{*nX*3WH&dgnCcb>%Y9FuMQ0Du zWA{N^A1lMvF^M*0Pn`EKV=&|642+eEXSlK*;~(#TWYPM$RY-VvG8er|Y&d03wc})d z(9n?b%0af1jYs#}YhAxaD{^XSf7FogNf%|sf@8g+0)&;=PYH!0p%Yq%R%77mOA^Q> zI+c80WXda#kKIM-P)=&Xfme*U*k{VI)k`Gh16P*(F-?A4%%0Mjh>dW=rH{*}VS@or zp3V!dPF{3LD2I~c*oPbL8aeXxWvOrKU-LDq;q@^H;vRS`$o9pCjB*3pt5D?DG&IqJ z)QM=J^Pe*eZn$<+xko}m;;5j0@$|VppG2q!jDd?e;cRD>I)(1eZ@f^_3+I;^8|K|J zPEY@sY(x|FPx#MTFn_~d@>}NrioFv-h*&O@w0TfS>`&WEieO{4{Ip)cxc!-6vX*D zGPH@12Xz3V`d3<|bX#VgL>16FIp4~R_9|hrfm@IGrSm^699K*zCWq#2*IOfgVJOJt z6BRWXe@|Nb|6a(W2;B4w&^#}Gh$xv!tT0W(Rhok&*>5#a_q#yR4?Z7nqczU%RH5~& zj)-9j?&dR?N8|l=@9%O+X_1*Aopc(=f&leQn!_UBN|5b;10z1E9y|* zrkTs0aAfIa=Z0L?-xY}6Lsc1>+xTLr&U;JzMUv!;W498+CjxH=?b^FoU4Xi{1oh$R zmz3N(+uiDOqOaF;85yI7w`3#@@GEPdgn>&Rl>yXA24)Z|&)~p_0=HBitWZ0e;3qv- zuHX|t+L1h5sTiUkAM4W!41GXGIFaYo!ZU`>^9*&MmnlIH+$aNI8)PFcDB$EQ^HTr2V|uW0q)PQA{Y=r+Q7Ac?x~Dz;4(?tR77YzcXR zQ`e#6@_8waMDMY^yRX|omdjU?3{1QuG%I108yQ+h)m1+1j}14s&O$dm(mr_X)vRyy z0yNYi1Bq%FCL?dM5RSG*GDIIZ&U(p>uih#sZKjp79VY|6a~`;->YV7+bL@||IX$}} zqpD9Xa2S=6@}tS0c)%P06;E$9Vb`7lS6%}7Zy$*)T?KG8#x_ZS^cZ(2Ma4s}smMaeB5O-nW|(%72j zGqt%u<-r^nNHMpZ@X-0y(R3%}m={TBSw%dPJkqErkESqa0Bn&&tUdomh$!!5!q#aQ zXSTCn8ZWtgvGghnLnwvIH$koVdDzVK2=KYWJJ>EG=+YP~-bEcTIk7YIS3J_%iu1p! z;ex2YvMt2hLAUKZV#ioqCUCSH@!%A5pyY5@3v(2TOxm09p&aPQbT+Sj z@ZJ*fOnADb38GSEnw}pC=KuWsN7DVjKMZQ$o%WcKRu=p2P>()Jex`9s+wDDm1$iUkO^jS0{NPAaC-Gt~PflKhI~wns8h5 zv!Bu%nb~Ns7d&}VC2JMh0w}HDoZ2kv4X2g-M!F$KOzJzmyk{2$_MWOqs->{v?ADRI zZRJ5jfo1oYoz4<~9}}nNo6I~@1?a4VJpw#(*vy&Dw8=mIi!H={%Ho&dM?r}%#K$qK9Kla!bvkd08At~0-kog(|W@t#~ zbwF_dB0iBh7OhvWiE{__+CJlt8K5_rX{4i-R~24ZMdT%_+CSfD`cGAS}`4 zfP#`Ja4Ua0V2t=XdUOSB^Ta%QrZk@rBB?2v2Hau@Vr>m<{e+-Wt6?bag`L*g0B9kX zWt5=^ap>kr?KoTI8yBf_{vmTSPDwtp(E1eGE0s!$(p^YH#*2uODoc-S?iyD zIUy-T+r0ri)@f66LV*Ti^0x9WE}Z8qi2XYd_=9Y#Mq;s^Tx*5n9dRs7QTdw;;r=|n zT#D_hPm+w4>^%56?Ytd2WD5-~V&06r&fxt$GRgtp`t%kIy9ShuM7_5Ag^sq@vn~E{ zlMj@Va?CWfl7H$znyGM}3$U3EGWL`E++cLbs^LJ`3Q?|oqnQXufA1J=4MYqbIIasdwRzDCtwRe7-!@kXp z{G2JYt4>PVWV9xxSzc~yQu(Wl@D7J22@c=;ElG1{kZ>azJxdQ;)o_7o@dJXeCX@>Q z)RW+iN|<>{g>fO1B*B!50%UbL=eO|mKd(Q}{{1+Jqw_~W)1ObhLnf=0_WJ}#+`X)` zujtYBv?~g7jgzt(Dh(~xo9RLeJOK;6zHcy1`K3nk;sPMY`|OTa766TJ0AKyb6q;i0 zA-m$tpaY*g9^TKFJHVswWz^kI3YrExaZH_vl@_wCNigu~;)dB`^kx8JP!h+U9G{1+ zsK@&p7KTX_6u|lkIh)76Z>91mYY55 za^#h4!$`7!!N_CQ1=ETT}Z>u-hZ8kE00@g zu-M_dJ|WLl@rk#loR_X|F7#aD0phwYZYtV8Kdb9@>2(w}N2}Wrr9a*#rMGPkjwgmu^~Arw{%5!8`+G`l z=JBBOvUs!nrRf8Q=u>r+ip(Q}yGv$36T`9LlFz!i+1c&0Ns)%f4f<(K_unNMmpXLV z$4}TefmBBKMiTXWW7J=HkUJ(+e7@S=EQ!gVJf;WFbIfL)$1mF`X&?E)4Y6H`;jg`1 zk5W_&(e*|fdsIz-oF4KjKeCoqcu?gr%dN#r@XyLt!|>;khM&hY=x!JI;m17qqq}Oj zixic{Z({H*j-AodpayviigzJq8%7h90jxd;yvH;sDwjNawe9X$J@%llot#iwnjrkB zy}xF`l2W*lU0Q>cxdrnJX7j^r2aew?554A?yrB77Q*g+Cli>;syTC;VuG7qRN$#2o zAYEACm^;mpBPEnZ8$1={xQJjIuBenqjQ5+p(3diBD`6OVtk>SM@le!DPFC_;r*Awy zuibkO{o-*I#d>-vdv(Xv45VoiOHA?yj=D<;^_iwM63z@6aB<-@vT7{GKc#ExHqdD1 zvpR&Y;^(|0v8OgXdQWShN-Q;KfoT;39(4IDWJ)M!NaE6)@paJ@Rr&N+c?Jd}@DtOj zM>=BmN9RQpO2zaHvp7HGehg94T8R5pz@S{|h)GNBR_hz^wyz);xq=DnwKzh(`8;5P zh94U_Ewa-)zu)02^U7PEx&^Dg)Hadhp;u@rpJyou*32d!&{W@LBC@ZtK4@gz`|YsB zh5|TA06q@y*aUo{_zmDhQrI zL_GO2d0V7Oi@>=~qt{l^SQa)axYi0uXS1sZ+7qXcZn%)D+C_JqtalGogv7SigLA0U zFD9+UnF^(4f;AoOoH1j`FS@vA_oefUsv?i>6>c`UwvS-9oo>N-7s?Q;=a;sRfYdSK zM)xtrjxlKqy)677%+FK#B8iewH@C3YJ&jdFVpRs`FBzYvGR=E6dcV`5I;R3L(@WRc zYF=S=8B6>d(>qBgzd<|GrV1C4f#vZoBgg2sq_HQhRcyl~*eoJ;Rb8KEZ#+{XD{9hP z(>x-DGE--M*;g2`!Ov_kDXX#*BJ3b@OQk7v4oTT)jXLmqwZsf#VJk-6 z)30uK`ak7>2ZV)TH50^);F0ah34b$EeZIO1$RXmLf**eibpG@D(@_az zKaSq}F_8U(0M3tsIRB-e)3;4xP;J{Ds-~V83(~FCP#Ky5?;$>!3Gz3hZxMfBT4ZnqbuR= z9V>Tgio5AabSkH%D*IgiRvPG5n93LT@yHu~=i0K1quHL+GRL|VAU0Hsl)GJ9@u6uB zbV3bV4?v&1#kfJDwI&x)%T5zSNH*03Z{s8?hGsVTuzC{jk}Gl~&#i+HGZ+|wEze}4 zU(d@B6nvzao~HQzD0vVY%l?EiP%^V>DbHESNp&<_Um@^t$^ELbQY&==$SgsNl<_Wngco7H zVg#5q3X3(zlXDob$%hmUOjiY_ohuJ~I8W<|bDh#!TOGu*sFvjURux{S=fv=6YI%HLOySa z_^`MCu^C5Wcv7X&Xm1}ScVC2^-s?5-YPe(NHcxi~L^G~Ugi_$(KF7yvZIX2ZR|6hr zEXCb~eFv5^Mxy)1>bLg(%u)XQa78#O6@NfO7&^W4Z??I%9UgppwAKB?Rd!Ae)?TIORneK z{n?xG_u;`*0@kc+s9S%@&<5}H^C?)H$~HU4_;Q5HZkH6-o1CLB5N*|sl#iQAt=eC` zE$yGTZm!^mIhh~=r`BP|SGSz%q8=npTfStmzt{Yr=N@%Rl`aVlNpkwjvh#iYq|AAr znU-&$Xg521p<~)5?!J$OY*}a2S%MldK{-J}er6e$mbvv|Wv)^}!ShDj5~FS9hmLRx zjIf!Qjd`0?wb9Nm4IjVK8P0i|_sg4loWUNL`a#qV=epekZ{vhBUa~WnplimWii20a zLN5M1Y^RmPIY@y=S{aHJnA|}UClSjg&)ckl!*{&@7v%AFH|`IIFOw3FzT}Ckfvq3< z3h7ZyN(Dm#*9iqMpu~KcpbOn{2L<+Qt?jT;awov;LxKDr5Btz2B_=#&6@VB`?)iVj zVEyO!^4I=2dUIJBPP<_~tn8Jm!Tw<`?cTIUm*nX(KgeE-5uwrOAeXC3aX1#(ar9&a zVoV>p_=-$2zGQ?z4t+kjdJDarO|}7&N2LB0=2#Z3&3m4>b974oSbHYE9nZxP=#Z0F0h<{~DYw_(d%)`~;tisO;g%j-UIUU)-U3`&kmUU&d{cgl0{Po!7GSGImX_Do5|UmLD$z;wVfx@x!(3yo~>i zZvo;Z_m~m*#!bXK#E^#n94y-fRYU0T7g3rk&dz7Bud=$vi28r@+W+hhj6oN(OMuNL zCBu;6*fa4-81vjsXixLRr~Z6f+YuCXqlwu6Be(ufE}z0n>h{eK)l4m6fUCNdH9X)r7m@#yCTS5Ggrbi{BllPs$_4Abn>3U*sgj0(a}=)gQ2ewx_eU{ zdB`tYZw(*ZtUFZf`UpY*BdDyaLSeZ~k&3DKmo(WI&G+8?WO+0aWHr&&cmugif3Y@( z3v=yZJ)+b%UOmm(x(jkX-u8op<4v!kzWLrQJ7R85Vs^qN(vj+}3%3sGP+f2gjyQi}+xc`N0hhwJo4#w7S;DB>Fbe=5+h^M9og5 z9r=?lR7zajj8`h1;NovIO9k7R<2aFcQ1ip!=s11+wSw%`fNAK`RwAOa6)_oMxC0iq zb&5cja#p%)grL@Y$!QMo+2U}1Xh5wQd&iM&^f=6pGLjYTCiQtnSM2I4skHze3o#U2 zhin7if}WW|uinb#X#y87gs~(e>EE@tO7uuS8pecL2N)uL0<37P zlK{!n`NwWLr}xhf#szk60T^+6rnU3-T{ffFhku5hZ-JYXZG2G!@eyj1$FJ+-pWC}q z@ESZoTTmn!aZz~__I2V;udC^J+^pHsKnr?7!FSEXe*TANR9xk+)ZU(-+79E5b&2N>myi8+{wy*2`{4Y(iA~`Az4&u~ zaejBr*vO}^6*R6Q0uOKdzJ@y^fV;KC)#XeO{e9)?fz{2&%9|2@d0lwa z^TYZL_{D%-cIMSJ-r&*07%EOpC10iFX-(QZHno$L`{Dc@1KpfcoC%-~l9EU=|@OI^*!{F)&LaH?+XVW{aZWve!SSWW>N~JmEhLKi=jM*X330 zve=icc-EIUA;tM4qvFIT=8Bp+KL+;T|};mdC`qV zFWfL`ZM_|OFmh7tXW)NL=@aaP>Wu7A$6{rjvHMx{^1gc5w5rl(b}@q-cXWq)IM`4o zdn5+PinR5^Zh03YhHZg0X{KFWZ96Oaw&>W@&k9Q3W)T+wdEc=2!}_gTEwzEbHpn%A z8{~LF2sUCOe6^#!1Zv%I_&m*-`N3!i3_bVzw|xzw-8~>$Mya4zkMHa(kp0nV)Pmdg zWf#%r{KNC=A?lxkwmdXGQI)op;&bkP1vid2OoYuVO&j7R<{;@afib|H;S(g(VqCsL zOrFwo=fhmnwKfn{osl-}sT(3ws)m{ufiE@Da zS)qc|Gmjs4eE}3?hH7&X>--hJ)Dvlx3vZije!$mvtv1lZIu%NTLluu|EM73Tp9$a+ z!oA9{Z(2GyDo7?1Uy|u8zof@-uY}Tw&4VsLieAsdVOI&}L$xzB5$x^lNWAA=a3Mgk zA&8HSOG!9pSQl(DqZ$*}UDi2@Fp-R7x9#ul^()a4_yIcKH24EHX3zP|Wg{#m;WnY% z0)!kFqVpq+Cen*9R*=1XWC?-!LX4XKQylxPgzL9buAjW_dcOghKJzw^BgM6|^Jj7k zx2OUID?SCyJ@@FTc<|1ie@bKRPZFfRW!}`uFfI!?F4P<}v(LqoaD0JvPDH^$(;zM; zD$}=Xf(EeHf6T7_b})D)*@KS*@${jYEy-Cs=mYS$IMr^!Lk5&1CMNV}b!-Kytp4)z zx1DO&wtxSVr~N;D`1W=9cl`H06&`lFsF|p9T&Ke3JI#AeOYO4HKb$etrfYdwDecED zpT8_R`X8rk6yxq>=9T4T#V#Mnn9p~Kr3xSkH>@*dkRxHGG%gvbf-S2M7!kc+A%qtc zAm0Czc6g8r|3i!Xf8P7wS(6`=M>GEm50ByzxB{VZ8ErN05J9-0LycKaqAnCX%^OtA z)vP$1;o5B&Jll^>>`z0Dgv#2yMJ z<>}JU{I0nZN478q<5ib~;A?4=myK$3_|wEsfeC=p-}^Iu_7ztAL7_;k&V~b+bPRG$ z%*qL%2&@`RwJvYkLVzUA86r9RYsv3F`FfOXiy#Wr=0P`q>RK}#1b0`5rCi(dox-Za zqje`b0O53?6E6&^$zg<2$Kxnjjz&IdyDlLf(6pfidMnl1#bjF%*(HO64zc<$PwFZc z{50O8Jt(ACQua#Qod=*3TF?C-)V2PPyO{qgpGP?n>0gC7e9xHbWY|07$fRyR)+l)H zinc$4Wrd$`mAFkT{St5RaKl+14%#_0j@q8SV>SKlPey4WouJRhS#89H>;rFrx{30M z8=N#@lzuFhqdLO;43c+<1HuYW`*63Lg=|v#Rg7$lp55uaan`oz#c}B%5^8Oy_1(pE zFFJa9)I9gTxvAl{_MT?=F>`!LS?5TYuL~r$sa%Au;91b#fG(yKramdJS)ud8T|)Ov zEQDy4(vqIjpVpA*yU`FBoxFGSHpz7&hW)Wf@xMKF{T~2!<bU*Lvr|D$8qx zoEFn=(qi_obLkC&%7o7ah9&-72h;>t`pDpptx4w!iZA+vgnkC4^h|%b>;8p1Zuj>c z%T7W#p@p>uL3bS9xIiI$RUNYG^yCOuO|F>?~zR4#kuOW-{uGN?t7B*d_)4=M+NiLwVS zdZV7B4avx7!k$Sbb@d=4>r2w4mbpmKeZi}*$Q~r?=j0Ux39#mSDL)UUySo1zT%Ek- zwW-!E4Mpp`Hq-s_b)}|aeEWt=KE%m(VnYFto zsz@M5lg4<)H1~gn1mQ=(>^F1+d*_=lejTH;Ha9e7xZgv4A@*A3b52zvhZkkbVqF=g z!viH2*k#5y%{>H$FD3dqBHVB`Z#E|2VIy)Y+6DRd!+EoPvqT3*3i$a&s$UNmIWNVw zkBICGBPNDPs;IC6$}N@2Qo7zDM%j#Tdflu~R)cY>5RCB<51Eha{+2a%q{xDb{k*BZ zJqtYRmTgf``Xwro07qrJTNf*&SgtSw!UD8V5@<|p8P9Bljx?yryll{Wbiv1xLa&iY zPw3)a%Oj4Z4(O*8TvgEL53cRO?|A}J&c2TSGboo*Obw8$H-70^QN)gO*)-*;3PBCJ z(NJF8$X+NA(eycco~4MUEl56_?CAHYsg#&6!3 zb{mlVbmA_3YG6BjOr5gH7Y7@G`H1W@J-C+Po>EG#PvvhmX}|T}U_Lf<7D+2mcP4Y4 z1|_iMc*a?K!y#AE3PX4bU9PxI^5!SJ$3HN&f6`d361?%WwjhWrYrbpDYFvk(fAuZm zqs&)`T-+x4R|rxyl@cljGdViGMhOT%QZD>e#3-DQ3tbHQ3TaIufc2hHz)%X36_F8 z!;@`P$G>BU|Kl~2#7x8X3voLot84T$r5YiO1Y#LPWqUi-0Ph1p<;PQXH~5DN`XNP?8je!PelY+{8kRG#q#PR~K{$cZ;CE}JKpFE*@+ zXv*4I*sFeUJ`Dh5Lq#~BElXc-aTBMWjj&}o{Z>am#jbIKF9=T@>NF4Pc;f3XJ;;sa z=c`o%p*{9iAF;4!s~?gk^Q27o+li3s+pg&g1*`o+!TpPnhVmW_9!xQYy_SQ}fYui= z-Dtcf61&!q4NhOw0?SO5Ux zHNQe~%<%(#533v+9adkdAwFIwgrjG-V0QU*D}Gk7!bVn{2&2yzHXW`;ZJV^ClKjQH zCg1DAeAg2zAA>!VXD#ZKtdVZNH3`N4*6h3O6~({gj|+o&#$kvtZoIgoutT*EVl)#c z1QIx4n!yQTfyh5SE+=iE5AWAJ(Tz3}Q6CXFg-|up_!Wpje~)^Tw{P)Wu=S6F2)L#U z*j^ycOq3xnl@cnmsR$Y|Tj%hZpbWU7)y9TJ-CP@zvj52(44obZFD3`ajjNrvwILt9yLOHMe+zle+WuMXk^b zp1FFnY)*&NQj+pK^ZI5De{{)@gpa=avkmmyd;f}!#O9F;YUE%1Dxk2YiRqmS^WTq; z%3RUm|3HFOyxt>~rHeZ0$L2+JmnMYRuaIRZ=(h0RkU&o@fD-AikhK|fZ|l6J(|OFr zb4lu~fmRm;`ZGUGynSRLKaW8wz13kM(0WBVSd2Z~yd1rriUyRzTg1kiwPG!N@=Ws5L;~mRlZ2sfp*GMBPOA87NN6OckC`LyIgAmy+G?I$d~~siqQ&Z5=E#_ z7YIX|{5S7Hpn9n4U~Tsm#THZ<#6Ql&qc1KuzW#wt)yOg)5`<~i1s4} z!MxNYM0GKu3=xpJuB_>N-PZI&qg7-aoIl@u9sMdJ>14{i=;okMwS>>J0Gk1)rXId| zFjM6u?F7zA6(6;gIX}2cQ^oFDay1}CGYLg{o&y-*zYqxgZ%5p0x%k1Zhi?kIfm70LMUaUG=x&o47Ipw7{uCzdOv6!5g1K+pfLo|uTp<8Aw0e_Rg1ilJ{`T+meka1U zeCQ$+e?TeJz$D=+M>SEE83<35@nZuOz8H{;3!0bGxy*DIj;qYBLN|AVG#`;MS5=I8 zeb_MX8!R}`;cMUSD&QC!1ADTMQbE3KYhO{_*k*)FLBC%GkT$5_jwz#!Z5Fy(==r`)(xFK+sQ9?A^#t?q}%NcO4i{+l0-zhR#;Wgfgnf&(|Xr zzL|#XGzCR(MmTI>ZZ&-_c5U*rNq0hBh4_}lr6Sb{Tc?f%BJ91VtvILikR`m3<7S-Q zQtE)+77S@>M5~MmO=y^Ka8l3Uop>iwwpJ;>EU_#&v>m6c*GM z)FAMV&WzAyGp6u4wLJcZ4)%>lT})y+lS~`h&kyRDd7VQE&Hg1x`m=P!ztQ{uc#6cI z?x(*24z?e6RFX(fm3*V8_A1>NoL0@{sjkZ8uU<#29#>y$e4W)F^{J5?2VzQT%%jDS z1Ud&s4aY!lyOmR=UmB+O;!D?;Cl+^Qpe#R|hJ819;Fl zz(b1iB&g?lfEfMU95F_B1u?o5h|vuQClFXGa0WEqcm=fL2OBZGOWQ{gbz$3RcPpME zPN1!L3Z~mV`Vc=pJKxA(#lMz>_z2QkaKt7VD1lRL4N79XH(3*{K6u6UB6}`zN4ezV zEwx73S-0(|9yczQ0sib_?R|~h(TA06rX`FlvnD^vn~jESpAkgg1RA)0ozNq0qv{uk z*>VqWT3(E@$QG_$TThK!^hLA|62t&Q)@gI~v%FMxnDyvrkA%2C?imMqCKXJM)Ie%q zANmSm85VGDFV^v>4)^&o(UCWEaK)!*>`DR^#XKm1xc_a!5V01*LV0lcSRuHjNL+(* z(qNsh#H8ue<@I$Qtwu2Ucnzh>?VP-lc-GPn0GSJjFIp|xY>lN(qxiUWhsJsESXB`~ z-uf+U1JsnNma>s5rc@h;VN!_b4Lp>ij~}mJv*`! zG0J1{E0(dei(8uh3h`XY@V-;JrS$s3fM$Q!h^@ureO8@yd5vOm@NxFRkE|5I%R)jr zMZuc-vgU?yOCZ2p`wU`R6?v}6N-Mw1YFDk}^z(JAW(x%x1rN?uuz##sdFOby_$mhs z=s%%}`cE0-h5dYD{R}Y+Jy)NF>o>gyMRSzS11!dOK4Tq^8(#%EX!WY0pK-=NmW8Z3 z{urJRdz1c9O{q7n+JtfWR1V<7wO`?b1gBihoglAb9(F+uqNVy30EulgN=TOsd|smr zBKzT>f0V0*8(C7W=|M`0V8be#`@=2z925l!l#_kK?-CLzUfa*eoIM z%>ELn!C*c}kQkhT!X4$G24|5?K&20Hc`Iv6A zbQRz!M0*KEs1-_OyIhrb<{K~7z|+eCX6$|mYL0!TnLIc7T|x3YaQvs~)1T}A{Qvhe zBA7GF>7>|G&n(~bgWwEzttuff^MRmoM-7TQ0AET|>a^_)jNmXk6SJ#FmG$th)f(*Q zy>0S}Ho_9UH(Tb{=&HL-O~_^09oc;1s=Xk&;tu;?q&VMN!h6qP<rEbW_K>p`zu! zn1~Su<3825l}xowumJ#8l<&4W(NpLq6wXE}NwXPzOj2hwcnCI^^SIC8ekvve#a z85b^h9Uh@Lz{kLWuE&n&3j4)OuRNh&|_N}d(BhAsLaS|b`W zzD=WdN3{oRdjwnRE?4E+!SE>-n8RO{4OP}YM}a0&vYz!#I%47|o0vE<1Oc%QAr7`o z1$g12*Gk8{d}5O)LItE&&c6120Nf~@7Ir$WUfD_=bm@?F`S%c7(KYz-{+Ipv(FP)I z3)=!-wzQs{p_D{ef7;D~3`te+xxWP=p1<4pHiSMHwT?*I9DqmR=e1v~yMs1j7&*U!`vg?exxjOfv9%TK1tzt!3bK zK$OsJ5{-!rkHkfIAF`7hBd&HYOwGdz-~6M`NGM-=iv; z=$aoO%U=TIPD`k51fI~4pC;+2v8kwD%e#PC)MB%&AgtnvE~uwphv`+gMoy5!n+cfvwn_1m>mNa#n=X>yxlplZZ+-j5RdZA{H*t zkG)MIrp{Vr#K`rmXhq_tcHsHy*Act$q#5&BLW-}GUO024Og4TH>D(ic;mB^IuyKrR z=o&>CV>P|jQD@%F#}rd}vli1jdkJqkN#7DiFmWAw)k$*_FFhg5YT<6C#vb1YCwn3! zNai7=mo&{A85Vh%o8oa%-ziqJ^3O}vuip!-c5LXqF^)ue=Pp2JPTuLtd%O3fQtRQX z?|GLc&5o0lkxq(391|(48b+E}heOeB=xnPAH9G%12fT>V!-u_uCXN0X$;yGtEkfi; zADq&K>JGPT-qiMY=y!8;+4bt^p7(>xS|wKB@&SpqFp5$8GO7*t1ZM6WJ^oeZJy>#0 zfg%4F1iF?ocKf&rzB}sPMq${<1eGKchG^H&pm80EycRVQb_t0VzG6**FneuE47k2IA(@k|I`lMzp?2` zHyOA1Vxy%B+c5#RQ!^TQT+2|Q=Y8aj&1it24#SEnn#_7mrXubb58}CM%(D*O)(Q^m zUWZPTmm737a~}z3{jT07Nmt&JY>%q$=!t1Ni69ecH=%C~=tG#?h&A3VTGn#u(nX72 zovlrX>c}O?feA0Pd zKt#9n27}Q|OZ<^0=}7KEtJcUV$wNwlzK8H;5rkE(mQvc11yOaGw<`l&Q<^Wd1pGFd z*Z8@J!OGB2Q-(+3m9$?W-dB)v{8zXDef+Q|=k&nHmMA}OnF>WuIV)sO9K!fZQiqUu zn)8E2?j;frMCM`rm0IXSDO_Lqic53VMUg_3(T~|%APn(`x?m;!gfzU{koK}r{oC1v zYD;0^)C4M4-Sfn_#wK(az6k+7^F3_!v?6+&XHHek%g6LzGC^d|4(5X>=fRUz401|7 zGUa6F-3LnP^tABTb@Fn(3lf8ln0W_Y7Js}-(w$019eSXTfoRDzRqtli(fK&IOdd`s zh{KbbWMsh0N%QXnOb}G!#&bKAL%j*7Cx^;_3|B>51*2?5pi8)IHGAA;nh({952&RP zr0H)GKt|_25CxF=UVEjy+Ap&u*??~f9~;@oj-Kf4NxhpyY5OcyyqHCcSSi|g5HM&e zD}GVs=w-5B(o33!8iIiTE*1v?tP2QW-vj=8d(VPbB26K0VEe&9z(=WW5w5Sp)@sp# z8El}6BwwVL;Ei#KMa-|8H}>}#P_HL!W5tT#-Ry8tV=klgTL)*rQ#e7iGj6RPWFD9l z*)U0rHfrT@n`WS>=6GtE7J5ocY=5ErP=koRr3hf7!l7G6pt`X0yoR~20`$QI!4WZ= zTRU86Ji}|PuyH$dvVB4&qi#!!@Decs!b;<*5BP*|Y63JONsU$+=a|1Wv3YO|20Z(e zCjkaB2^oVQI$*t5Z{#x?1m{^s+0Hjo$~if9yevG|T73CKhH;))YUS@N9l%V#Q+cgl zKwuDTL60`>&n(xet9oQLqp60H>y6Dy6r42$=wKqolL?9Vb?_XUyLD#~w3l-Lk@K+M zKV0A9F$pRcEZpz)_jVt1DDFHQ4Lx7TrvnowqO)H#yEX2eRE2iUw;*!Nd*j0OF9%4X zN=-U>98#nwdqUK8^nnS{HYUa&|8D=ux7+v%ie>T@C64ljeQ=A=d&mjDuBq|b`DSzY zu&38($qb6vc_8)R*wgo$+0k|=(WP5uCrzklOBAgVt4#&X{5V9deRbLW zB!(~h_}44Pscz^D?JFxrB$uIv3SSr9J>FgGKoV-6b3bG=yGh|1187TL6iv|?HWh>z zys$)^zK1wqBiL_J9+{VDXJ=z|q$=|f#{AK2#r0+PL&foKbbe1G(~ImrB;FU>5M%0? zCI=~DWvh5i!_G)c-~Hnsov7g<==*`R{56m{I)3_N77N#Cul(e8{*4e**WUm8Yz>ok zVTtN3(SGd}p%VUwb4}VXqy}$Dt8N3|$v}njxbK!CWvT<#jhUm07}u*aFcaK`XB(rW zwKCmHE-wX~)9vrm5`GrZ{mJ{gwin?lAw1AyGlX4u+}7>&_P&|Pk^pIWuJDvWM=l{3X?Q5Bu^u>B49qT9QlS0X!*o>^%+r?J?j&?n;ZoCQW$?nvkO!N?HlT-?v4!%O!u6!h68lh9{ zAQZFdlfkD`fWaWq+XBO;3i+s*7C}QrFOT$rjNf~Pkci*^D49^cWsX(u;dS^5De27? zw6pS=7>EzT$gO-%_3tqv-<^*G>6LF?Ly|ZqtyPd(2mm&G4e^HtqUrW$uUd3llg={t zZ~-e>VM9+z(Lc~;hCyjo$5^!8*%K&p^AISKJO+X{;;E5WG&Llx1BFARvOO$WfTHC!%y1%{@c%7Wl&OPq$y*jA(z0<;^^F%vfm3HV z_(CII(U4EKA@W>&<`topJK#Gf4g&5H4_XCsQxG+G76`>K!ZTx})8`HO5t(6wvm@r4 zfIrNO+v2cP?64oo!$0-k1Yv4c=jm}LB}&?H{m+_{*nteEdQ3)e-FikeV@U^pCf0JW zX_ZD33DoAri~X@6ud<81P6+L|2KRVs?#W4l7tSX<4#}q6@_(7tQHrjO2?csdiiw2OUrG%S%}ig#N6meNk`7>aT$xxC-s zl>OGHDyfMFPcQhcM==ybgdsE67>@h_wEi+A;*TboN|_7FT_p zd)2HhD^@;93t_01Q>GQ}$?n@dOSYCe8qUQh>JU1s{%0MG{In8C?|!mbTYp#&-)wbV zHcjoG&H>Q)Ksh67>{zifLB&vChuYXgly54t!?0l)siWgVXtFW&u-B~Jv%2AQc_V%? zm5w2*cY9s@=}ttaG8bhPt)+}?p?!5KQx~*_qAlr z$b0Xwrn0qtm^sdfWt6cXfR|y(1uXj|EYx^r1$2CsINS z5EbbqQUioC5;}z5Q~a%98T8DY_FmuhUFUuOv4n(V@9e$S^W5$EO*hMFoh!wsuV{mR zDHjhmtdH{zg#y|Uo|xpQ8jT~cUvpzrag-k#uZ-9>u+~hw01Z`@pMFE#^6B`QF;fMt zb~LU~xECqXSQTC~y~4cF*)Xqb-V>ky5A3-Ak+FEB94xj+4+F^YIo+fzdQ?WSw1WpM zU>Db;2RFx0{iu5fH`xpbpQKo8?;t}|OT~$qKmn_ULM<7*ZC8*OaXHrysCcxxLgF(j zE}F8ZxgyD4VU9-^^14t{>J*Ga=BpUa*fHNcZ12mA?0|`JAB3ebP?v&Lc^FrR*oW=K zy0fe^6CvOpk}t{AtO-AFe7Lr_!hykJO@xJM_arGe4$g%^ z?I=1ZH>WfJYNhmqNg!$Y!e|>(M=VxgLeY1 zxB~~Ob%y9v#Pn3vO7M(1V23}mF1>{B(hO}n$ZU-@CKm{_1Ou9#(GZExv0x7$?=)-8 z6mEgNMfKEP!6|4b34$+mbw%6IVwsB^#-VL)*&gDZZuB`MU57m+gyZrA`E85(S2@Aj8R zl9AJ1m~puu2$fZds%$;Qqa!hLCU9@hip=@J@}x$tru?OeuF;6v6b=0`Dj&2o0th!~ zqmvK!teo;&0_FIi=qJ&ip-`2!Zue@qn{5UT$o{q`{2$s3K6Bt(|7MmQ+To#f3Y~cN zf#cmn@u6eauRMqh5w3sZkrrz^Bjr0ry<$4Ag8azN0MEdC|44!4J{aTw1f46Q&z{+su53p0ez+7Y=wU}+=r%01*Y1=&j zzv=;_OBxhEN|?XOaVcwPDn=;amzJxxCZ`_?XZ`A>(cx82=X16`z7lQ=I*p z7SD`;tjk~N;W!!3ND-}52=XbgTL^8t_6=tJwboLB zj`xu`$GQ;$8Iq{mC+`zu9SJ393sJA?b@aQrOl9}`>+p`z9MIOoQVfG;P&wLWl}(Z} z{qdsyI`J`m{%}Uudxk8cF*qqz8{^J!5LmtginB9 zaum#rh{(Cz9(gi8P4(RQn)&mSGgk0nF0fhX1CF(JD|uBcJhUL3=p$Y9vp$LaRki() zAW%~kWcu?Rno-tY^@WeL(*YisPq=uqH#L%$GU7#PTv()@Z?T^x-_!{4Z#M}y8rdFP z(`vv*1)A@rbx^G1HkP0_B0$xJTHg)UT7$tGX??@Mh{Smp6wuGcybmq~-EXm1TY!3L z0$?Z2w-%$zcR|bj0P`~pHMBOT2f2Pf=-wENIW_$H2la;HRZRn zZ{kyBBmp%d$C_NB8jC#?dJgs&?pNh_4~1p@8)41sFTU$mx(z`$M7V_6)fmTyllK3}SDE*-l)1N;JZ zh-Fylw=$3>X$k-oC#i?FmB9u6Bmn-}>RBhnnx-wHJtd~SkO_;S>O|@XCM}Ld+GP-< zh$#oCF!z3lphfk*dxn;5)zaq}k4a0#b>~FO*fvJs)vBmMK`c}oFCP=3HO@F2XJ?!P zOCmwYqw6Y4fd>Bi$spz-9>VienbCNYzSdMckBSmF#}!d=rT-6 zg3R=@2cXEuy91(T)X^2z@+x9ju`EWJ9ex3K7kLOct=Xlf&uM-?NZY8AekOM>G*bm7W*`ErmdsVx^|Ez z046OAPH5rxcko)TiP0|}fCzw4e;0v`UZiawqnueE?HRT4PZbON9SBs%w=yzl9(FaY ztounFZ&c;ul5M}X#prbGU+-nG*|?z-33U+wE3L%8*Op!osAfiW!z4bou`be=~~3w>~gAY!N^kfx2HnYnde@8m@- zrz5oWbDS!X759E;t6rd~$<$Nf@OO8ewYO3H|Nx9;SoW9UF)B8c#`D$#=JiJ%~<71G{@K+a9*yk@vez zz1$y6%wA789&@Rbce+{XuLUA?6$H6j=Q&Rl2+kqS$NuUmJDCK4P~HX=!D$dC#0aHI zAB(Ijj?lO1_Rfnn-6k&lONeh%I|d@}e&ScRFy~!>lYOFWuxoYYHvFl`Wvqlde(8jA>buwwXOp;t8k(ONf;%@YQC8T? zav;IS%X+=$JGuByjmOC`20I;;d!m;#6qGOM&-&s%6?*M4Z`ari)^?`1*{*g`vSlVNzefP@PxYW2PQ$tWsuTYuV()w zL|X8THtUcJnEvIi`+=zhRj1Pg_n-;Ix92*Vn>j;&b6H_+A9n`dNF;jutdP~+#en`- zE6Z8vWY_rDKIWC$rR{5u^a~4{y9MA{q-rU0{fUb*O{G@k+FS4xef0JuHR~keLkj^g z^iy!xNB>Q>U%%tDi!E~xgLubn!q%Cm!}=4iCMV`Ly9rj1@!e!@&zKeCkruHK=H+zp zX7#VBU+&`Zw=o|8o;Xe6VK=+RwUFjCOkt;4+0ikPKm%_pTf%-4DsI3u3 zTh(ispvK+}6#Et5(A27O$HBT9^s$6a>b^eB-OJVTFrNzGrJs+W)>!C|1yNKWcv~9# z2yZAM2=vaBW|p3!86wan1FAho;97d70x?r8Lzgqi&_`N90X(%}qjmF70;U1aA9o-y z45NxJ5=Dxf1I2JC<>Du`muwj20Qp5(wDaH;OIwbPf%jO9^eGS|H8mro1mJj!JPRFD zZGjq%GMGV55cLrmHwA)Aj_Sjs$OhFuQcigQ!&0Vt+YLoLovy05Y4p?{;r3`wXN#{b?<3oeiV4yn){ljO`dZD|y(|c7s2|SFN-SsZ}h^JCh z=`)#Z8#^)V;Do{ULAN*g1qdm-1x>Xoi(%NLP9}LZ>)QN&g0N~}nWd(RBBih}U{&>w z)fwNbtBrs0^fX^Cg$9?3zm(_H-7gG%5Rz(>h z&8Ofi?F?{Br3}t$NGq5|VS9=p5MM~7v$h~&o~nW#B9L3Aw*b%4 z^_OC+j_;h%XXfG5!00iW3upqBhjMV+@3+gh%ZReZ^*2q)AlQy}T8-L?$@t6){^YhI z(JrN|<)4T#6_#r547; zcteWry*;sOs6W~Kr?&bV z06!n6D`sDJtR5pa9&(rwJ0J%PV( zP;}zVbyc*=jxkgm2u5y-C!XeDJ8Ze_52hn2UPNx-MnSO~Ym1n_zxE#K%OI7?+ykg* zPauwn_Q8-A>5PLqnAq2@2sYvy9NvsR%R!2t>J92>22fr$S@%Vk+w@tN>!#&z%)1eF z-OoXl1MJJUEL9K9nUc zNScCHLRJW$qoxrlt;-#->t&ehfe!N0?Ajs#E^^JO-p-YKz$qxlErVrt{EGhGNSCtR zCsv%U>jS{=ZW4HhJBG5gk)t#Isr^LvNAdLV)@Od9@kQf0WWr1_Gvr=fauwqbiqpNky5^I8^QIR&&r5N1i&fH0c6GjR`cn}BcOcF^zxhS3>WvYf)Z z;_=3DxwDMs#2QVrS05HSLf;2%fSaKXNprL7qQ8{`GY05NK(tmvE;l_)O0nw-$qadt zX3aZ+#b5LS?dAc{>Y%ACV54cjRV0IvBV~}1Z zvY1;|GQ|&me=&)!i(bsFa=|zlNti92c2n@vN%+8YT`+alV*Fn70dn*`1k9`l)9=uUnJLkR{XWS~0Cxy|v;raneWOJ(Ks zcuMu*oEc+dU&c!EIf2Q{Pc%7yQ6<-_W1IY^)bd zy!j`dX%?=p_TgL?fX#rqe`=BhhD6KWGX%dqxLqH7zrJnayZDPjG9Ch`GA{R)^EY7 z+iS^;eD|V5w@k_xpHsWpDW&65T{#Y*8-WjBVVDM1;Tsx!POQWAHw)eO zx%h&OT=PqUz+W*t|J{%0%V_2DKPeZ^m^zg}uith#-A(MC###t7=@*VAgzuWt`(!!k zxg|sX`G}A56_E(-%W;T7$WBp2Aw9IODx}yyV#mK<*0bIIKjkhcL#ucV zTHYm8S=e^djw$hjSt5liLDE`U7-ZlH|`%+y~Z;QL0Plhxe`)#D-@yTDTSR(Dv z_H#jx3PqTER1ZBmz{_@(&&cG=_H(a(4xRXgixq6Z|F(RC)o^7D=qu!!DWVHwKwh!Y zu3UWQ_;l_KkS89E`X*02QN!N(ROdO#q&vh_DH|OX%nartSUR zwOkIeLT=n+IAQ-u%D`mbAgGgm`@?vetxUZ*tbc{A$HmH_bWt>x(@i_z?}B+-TcZ(X z-kQR_qo5$U8F5hCorucom7y@CBeABuEK}G1?vOMe$GVmsXhIv&SiRHl2TilJ>3IUG z&SLviZ1$6)1=Szeo{+6C69d9GfN(SGCGr4~-e_JtejhWc;Gd?FN|T1fMW) za^OHVN`!g&`=J`JcZ>V%u}hg*ydk*T?-PmP*f`{4+%T&M%>}-(t83XoN-d2RY4Ofg z&Sp#m>pbwv4W=^r;;R(W--nEV*jdrNgJW1@QW=z}=U@IAa`ita9k=KfZGG07vOKmc zC;{D1hM-Uc(WaJtf;t71ibD}i8DDqr2%+an0Z_vE| zfmdfCr%;ypAuI*c{U1%{DR%Py9ie9AxEtp%j)xd9z|u*3{n1<;X~A}5e6S@UXXkWr z-{k?5Gs7g?3bAR}65#_Aurp2(ayWwXJLc~ydf+dH&%>x#@cB}1Bb0`)5YIH~?DQ-- zXohg!(1b5dyU?w~tfWmDpcLLt%XJ7nTyL2j+;U_i)-|$co&G4R4Gi}9R0n(~)KpAC zqD{kvhFT)C!hjKmvNK$0_mO;EpUsVxbP21i2 zVqK-Qv~~6?X!Lq~Dab^+ghg)5Is)itKSD#F|3SHO!i_bx-If)WYQ=HzJGSm|J6UYL$N2h zdhMTTJk0m-QZ4txJN!%Av1M66U*208>5^u6oMM?C&5r22af>eVZo5cT4^QNK{FB}@ zy8_PktI1xv1?%8=FFrU(@8Edt7rZwtQ4`(|fEeF{X3@592bpeEK1eaw^}?kpPFv;P zDgCKXMfsc)@0~ki+d3Bgjg!_~eg{ux!Dm`l{#@!i_LieCW`;wgbpO~et0NB!Kx8iCgfW0t=%tB2Kru2#3P%UVugjd(?l8`mb@zrV#pcw|BU+3pwTj~*1| zk@G=c^{zwBK<66ZBN>)Ja9yn*35E z>M)y-SK`TyX%Q?ez+lbwcU7fdI-KD9)&f_g@jqGktTwatJrj$2F(2c<`)OJz>6R1vPUdHSqgFEWc|57bDY zZrkXh-Gb_{07vA8sM~A?@v@eN4P)epXL8Lkiwk4tUh`~d>!?;b6&#PrA90TW<VXI>wW)yi*(B49|;1AP%LLyXmjAf0D{@AQz z2~UOztqvd~QSVzEgCL9e2I92yv+XpB*rG9eJ^x0lKy{nO?w`wOH;Gt-OiDX3v(m(SlI`3j26X_ejIj}0;ggYK;%=6 zy>E(|D#qFyf8@Ajs{-o}oT^{8J_PkVK&p1ar-JE5=|~W2K1MGqUX(ZvC}xx$7%^aS zjiLO9w^axnpXlKfHCLOSPX9AwqM@Uzv=~Obv-M969F|`)Oy@slnCgg0QhDx^$S~l^ z{?(eeJ~pefG$b%+|%!y%tV9%@Tt~wx7RiMI1O> zY!Dz79tvrLF}2zDE2u)~)mbuiaW!i@eU?nf*9U`zU|_HilN9}+hMyCcLIIaf*g@{` zRFsES3i(=jyh>z^JyE=)Y;keHnm8LhGh(Y16er@6AwNr(L(S2(gP1o)vQ}61MD7?w z)ksrzwLHr^aSkmXy{a*+W8SSu{ z*v=;a(xNzU@g(Fz> zIHaLEHKcUvcCU4J-oGIF&XrSkSiC3oQT2^>cU+NHLYdHhTX*yyen2zlCFUP-Mx4~R z{&(~fx|K0_;~VcPC(2g_z;`>(rg6wKNKaC>HHGPX*_$i29$}(!13L^e4 zQ#{`^j;-HUE$N9L-k@|9-boTFkjiri2yW(SvHs=%KEWk1?T*b! zya(Gn-Km8k!TiKZ>8>CutrOvq{$l|Hqxm^17E(!x-fj-zq2dCtndnChsd8Z=bec@` zrw}B0ln_!ztyg?S6{?Np)R%*n#d`xS0}ATSE*VKt+U45mwNnO}dutEG+BjC80cstQ zkD_TI14+L-i(a)gqTn{Yn`_BheN*DBv!?lLaXu&QMx(Nd%4Na>3XEGDOFJ-#VeEe>`nFBJT!prpoGhp+53>MB>rMqd2!T~goA3!}smqa8ld%CH=h zE!b8P_zgk*2zq5Cm~K|BxV0Q!KFY1f*ESZesis=L{PN$gdDUcP;dN0?%O99dZ!Lul zzbSx&w|pA3K4XN{F#|Ns1ytc}&xAtRsOREJ;6s-u!PdHnzx3Y?Y5ivzPXC@jTWApI zuE*%5k_!?|IUVA8 z)%4JCw9wk8NT5P-^*^lG9Pv@Kq^%NKtsXtkz}BA!L6oAE@p-_(>uSat@Np+;c(vwN ze<6+z0w$z%MYf~EK!cI40`;dH(`sX zAtC`JO&p3drlD+F!6-5PB4^S|SX(9|(c^6u83}5Kh)R?G`1Kk`y_)3f!?UHKk4udL z+yvv3K=opi52_daQQ%YM6=>aZWM&YQv8?sHld2_g`z-dU zC{{RD0#G|reGNu$G+=e~I%$nFCcz=F-ep!ntOt;5RwIBqyJ4wbHMqbDc5Mb5mzRp# z|B|@TcEb`tZ>xFzo-s{8(Fg#l9aBMWD=8|DsU3)m_1YQj(GH$!Rn@3388|U%gZGmt zwv8W{E-rY)0vf}hr$yE$+`Au?X#Blg9$n7&Ro&P6{SN z9y%4xKD{;^NHLpf`(oL=s~n0|SbPh-8`L{p^BD(2OgYD!0o$}LH%qz^oksOQQy#5H zPvlyar&qZ~jlrDrZILS6|H z>6HOjfffFir{`2|v0q)0FBh@AaCfZnxx;8ScFi-+O2yufL$G51vD3k4)9GNta5{X| zoS-}1iMC**(2*5e5S;-g3QgR+kiy&JfbdgP`ebyr^a8-G>55AXusAf;&XEq|aTUnS z96o^}Z&itdKsm=6^@ZR6_Z6KQc#%+B-Y?w|+tx{A?P2tTSJMv9e4~@p(tAr$ldJux zyYYIHW+YoE9rwdskgN3z8+?w1wnH1frUL)0SI-R0LDLGZMuV+VlDuBtMEVir7@Dhi zD`*Pmru$-E{NB02+4;$}Yf~HKpiL>n@Sa`|7P6^vH%g{RQlJ!*v4hRmk6Z-R3UFiG z%yh(cU%L{pE^XgVT}p=+!9V3MWZWBpy9r&O+|XLRvn)P|^&~B40z`VL3Xsp>I@7A| znmb}5hSy~ksJ+KM5LU#Qa&b256?MKdGD^S{jjlF zCcGEE1a1{>@GCTE;MTv2n+Fa_#+9HK`qF9qDRTEd!`aD9u zBl!A27{~gaxNEA_XUrf%Eq#velymb?t!IZoyJI?@WWe7I|4d}2*Yh@6wuf3&3yzBq zt}|DIK0xdy>K2d@;nrqBSXYtNt%YflK~IfqZE4EW5POlGYAQCgXXf)z_CZ&#rOdOZ zZAx;FFUcN^Ydm<}%NF?0xEX(#HZ;2i``Lrz2jx^H6sL5xw6wY-$#g!Rz6|Syx@ndj z{#?PN2B1Mp75T$8A*)x(6WK(OJX|vaj_nOv@~0f__;~g-WpUO{f`H)zS^(&aVQXWI z5B9oQDSAv!DmJaL0UM>=e&6M@hRqZ*hT3cCpphix#2qJ0N91tRdK?`6omq>HC*M`8 zt7TTS%W^$N+mb*nSh3|lLQN4(%cRm?(3*~LKd7}tEgb$doB*GjN|C2n4@bhx89iAO ziHQYifd=sxwKO?sSOiR;{0Xh9aJ=QbW=yC#doPUotdHBFm+{MK4S=sGXIs#TBnfhlUV(H6U~hlehc3|^fTMB`lg z*Xphyb@hdVWg8!ue%tc=tc|_6+}??RA5!yVe&TC>bvfej4Ut(C_9#3mbL)GLZ!OQX z>e+dd{j|c4*qfHDInRLQ@kevXNRdi+zjJqkUv9toe81f}&gk}R+Z|9{_=^ur-BN=e zm=toX2>$M0R-gZ6>Y?xc!SVcaWzlAo!{3o6+J7Ihv_(9is~9$lK6okZFjmaV7k$@p zrSTHVqb0u3k&Inoy1dlood3(mdTM(8a{ zIQIq-9CxEsu?|Rf8NRv#2`(g1FfsCrURZ7B7iGce`_U-dZY+sr3o1BFz^)L)dW|eqG(ubGycN1g- z?gp>Mh~6mo%aki|cUd2RCSH=A!oNAsO_Sxo7#+~;n}(*Bz{6Bi$q;mw!q$I-lc#{r zJ*)ODSoR`63O=(NT|H<<0(r%ruRtt+qe&6a;$uV3WSnd0l9n3vKmwT|GzX_e6r*!1 zt4;Z8zL1>+{;Ww@Z>9Q7Ia1osuo ziDL_^*0s`k-5hTWjGJ!7D~b(*noGCRH#STYr!{8De|FtXzwad|DN#PlnFQ4Q5{M{X zNEdd33qdoEu@D=0ase9CUkvyY)3kXCi-kk%?NhE+CJBPiufH!l>O*trq6dMHSlsXM zuF@+)vr^;(jWv!fvlf#}#wa*_8_iP6(SM@&z)ksU*zbXkoOR9#rH#qI3VJQl6KzV(UvwTLo@@3PJsz8+(Qo6)w<|b|)$gE=VGK~GnCTbF zDMdaOj$5B$POGrc+3)99aQ4d#Rlz4|0QWX^MV0~y6L80h`n$V#tRUc4g~}@+HzV?V z%}!Wb#v2ux{+*+UJfp3H5&kXDyb%0)C%nJ|-M1cZ0{H>^XT=n_u)pNGcZr+w-SZ#O z6m_=h-lB^0&GAF+cP%PVTDfW?U%DuD$5SYN)0*yld%T(do+Bb_duNnM5>&Bv9SK%K zOj|}{Ud!aA_(ag91~~&akk}@|QP01~BT&pf8{Kv~#O#@x@R^*0WE|FePH|Kl7TT(Mc`&~62_r$t1!^wl2iIKVHTA|k669Jc#!|Rr9*Orm1wF?qK z2q(S1UNqQx{UNrz>>yC>x5K-zcJmg8OyhiG4dgowgJ`<6AB<_m^eB4a`y8tyUieu1 zRiGE{bUM~^FjGNR)wih&J`zOTy>T5PqL#?u!vg9oGn}3QD&19S=drbd39<%j!%Sla z-?@@n`!H==%m=2tjn)<13S5`at5n)Noz@-iTSo^)e;Tx@KUP{9qX8ioZRZwNQZ-U zixE*TH7(>*P*y$7Y^uzLt8hYr1t=A{nIK=BFw1YuF&mt6Y{Xpm(}{cO1$LT`RhPjd z?Vere&{)&83VOJnz$h)rd#NA zQsMY?l!LD-BON9^FQvtKj4qe@fyomWr=Zc_Pp*h_z8CC+bn{_^c`l>X&gdvTJ6CC9 z3Rb31%BBF_-a?ew!hK?~3ogZE9V9A*j|^!!=_#Qfhg{c$x{{qHF(U&A3NpnlKu|fW zuPaHdYgef`J^cey#r25^r{O(VNz>RdR!6^({NwvITuiS6Lk4V zBy#aTtZ;TRz$CF=Dj)!k={)+tbZZKt9m2%p_IaG1WVg*_zg&0sWy#M$*PL~H9>a%K z-a*q`;F3!0DmMm4@?15NW~Wa39uXz)o7ro%Y|k3U8?98KYjDxi^oRa}_2=pwjYobD zXsG)6_r-S|ox^m_wP&8z?*oqai%YxQ$bSFJC@t*ej_vj%oStVa+r|CnGslaho(46r zInU!qW?K3ijEPxY6p+`9ghQ;>vv-J zx-qh%N6A#z_l+^>)}(S&bF_l*=@qRPC*Lxix%OSiFQa8D))FP5>bDYo1%7Op=YDx_ z&n`~|>*^}S))!CfUy8c2GB-a8s)+YVaV!%F%5{=;Zd5}lJ^7)`x<4@P1MB zsy(3s$w-tuW6G_eEl{JwXf6QoQy$6ny+;z%4DILav}lkpW-XBQ1u1%t z$y-a`|4sk?H=wkC0VhK6mVT5NjeN2zeHBoKIBI|)7ZZiK_b`IVYCvrNQm(01JG`JA zJqYlsPZWM$5wZf`7=}k>!`3ZLc9u*( z>9mSgd(06K^;%cCVWen6HDPdD%4s=wZQkRpB6IYEeq8~BB5ED)*2pSVC8JY1R&WxX zKrc&MWR+K5DLT8doRKp_jT(wEaXxKjn!DF5?8wt33CEXU?jy@5RdlTm=$@Wd_T1%# z-R;4`B%>J7ZZ|XyrfchCDP8w1#Qd#VohDynQyp~)RBzCP{>n&vDg6yj5O$Uq+Zr3>K46Xk3cJHZ;*|Ci{Xzo@Sbp+EQ2V$I2S?4({j5Kt>^kyc z$K~Vf2QsTgdU^L*6S0+!dJ1sA7iqi|14)*0V0(1~>K2-+^${7UQN1l+;xaWWTz_ns zd08Uo{PCspQ}P;t$r_%+8@`osW`0+j%T&i8CJ*Zse9o2cxs8LdoTe$~)r8Fyq_hI3 z9Mx69)(>_@4*Zb@F~U9c9YD$lSoUt>w6;crNl>5TjH;~z8$K8 zNFsb4^!}?X_onRk?{iPZwg6b2*U~rGDK}h>0PT;{C%Y?NyV>z31rbaSDz=#=0gm0G zj^eU8oF=O^LB%5a-TNFJ&RNaI4@_CM37OaP2g%;}@K$BURHOzvz$;T>pi2Q|KUP39 zuIStpA~hN-0Tl2B&=(vkiK6Esr@m>8$_Zy*5xpO6(7a0sPSN^24F`^aPXy6r0h*Q6 zqn-x`K@;y13qCOY@#r5<1x7UHE`ilk#RJLNgwDBP*H7;rN-_Q%OX}5P;0?wV@^wO_ zPR4k~E(ODgS#ra%o&siPN7Q0h0!0KsXtv+C6`Z$}5HMh!Ebv@h&Vd0BTJeUCe!f){ zfxT+qrCzhJY)Ucgw!cK z^cYYQqG)dLeE0-z6YK#g7TV->u0g$|!9{_Kt1Ml~S;lG$H8Opx6dcV>uIl3ej@E1G z5pT;C_&a@lxi25U!whVrUUTheCp!EGDW(&s#- zdqVt5tl?ALVz3U@88*_fX~63kKWh3f}b6O`fH32PMy}kv$LMzy=(oJK8D`)GrR;T|;*_p_o9yOzRh1bj29{->XkZoL{k14*^C z{#NOoR^Xsoc;^Gt;IYz|9Vy$1lTJpNK=&{E{X0;be+L>4LN;<^2ikJZhx$yHh4u(^ zL`%8^Uo&WdsU4c?5}|#sZGA*7&yz*nrJ&fv(yZQie~4NuSzE_1GclB2cs$^)ay^D- z;SQsowB7CMWl9`fn8!lhro#v-yue{{0c1;R7kEM$7t;Egx%0A^ z1CQT@_lm{-w3ExQbmXyf`OS7tql)ApyAIpLcJW5+dev{%w_Rg@Ze-QwB@Ojs6l$%MS;&Wfdt5>G=Y+sYKtV)(A=wk8zf_=5y9h%$Ohy_8uaOM2@^~AUV5lqgjmX z5ubhyv|YhN@O5UeUK%JZh~NKWVdv)g6ATfdL@im5f*RYwfTvtz(Bhn6%4XUB(MPqR z?I-L=jx=ZPS+T`85=x?wqFTP%g^>*6W zqVfY9=vH&ux2&43cGgZ6VcDl?J5Llg1$`EN(XO?NWUSTN%xcq!bIPGsd{V(Ly4eEEM6>w6K!kL6Ut%$8