{ "cells": [ { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "# Getting started\n", "This notebook illustrates the basic usage of Vis4D. We run Faster R-CNN on COCO images." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## CLI\n", "The following is an example using provided Faster R-CNN toy config file to run training and inference on COCO images." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Inference\n", "Run inference on the validation set." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32m[09/06 00:38:10 Vis4D]: \u001b[0mEnvironment info: PyTorch version: 2.0.1\n", "Is debug build: False\n", "CUDA used to build PyTorch: None\n", "ROCM used to build PyTorch: N/A\n", "\n", "OS: macOS 13.5.1 (arm64)\n", "GCC version: Could not collect\n", "Clang version: 14.0.3 (clang-1403.0.22.14.1)\n", "CMake version: Could not collect\n", "Libc version: N/A\n", "\n", "Python version: 3.10.8 (main, Nov 24 2022, 08:08:27) [Clang 14.0.6 ] (64-bit runtime)\n", "Python platform: macOS-13.5.1-arm64-arm-64bit\n", "Is CUDA available: False\n", "CUDA runtime version: No CUDA\n", "CUDA_MODULE_LOADING set to: N/A\n", "GPU models and configuration: No CUDA\n", "Nvidia driver version: No CUDA\n", "cuDNN version: No CUDA\n", "HIP runtime version: N/A\n", "MIOpen runtime version: N/A\n", "Is XNNPACK available: True\n", "\n", "CPU:\n", "Apple M2\n", "\n", "Versions of relevant libraries:\n", "[pip3] mypy==1.3.0\n", "[pip3] mypy-extensions==1.0.0\n", "[pip3] numpy==1.24.3\n", "[pip3] pytorch-lightning==2.0.3\n", "[pip3] torch==2.0.1\n", "[pip3] torchaudio==2.0.2\n", "[pip3] torchmetrics==0.11.4\n", "[pip3] torchvision==0.15.2\n", "[conda] numpy 1.24.3 pypi_0 pypi\n", "[conda] numpy-base 1.23.4 py310haf87e8b_0 \n", "[conda] pytorch 1.13.0 py3.10_0 pytorch\n", "[conda] pytorch-lightning 2.0.3 pypi_0 pypi\n", "[conda] torch 2.0.1 pypi_0 pypi\n", "[conda] torchaudio 2.0.2 pypi_0 pypi\n", "[conda] torchmetrics 0.11.4 pypi_0 pypi\n", "[conda] torchvision 0.15.2 pypi_0 pypi\n", "\u001b[32m[09/06 00:38:10 Vis4D]: \u001b[0mLoad checkpoint from http path: https://download.pytorch.org/models/resnet50-0676ba61.pth\n", "/Users/royyang/Workspace/vis4d/vis4d/common/ckpt.py:374: UserWarning: The model and loaded state dict do not match exactly\n", "\n", "unexpected key in source state_dict: fc.weight, fc.bias\n", "\n", " rank_zero_warn(err_msg)\n", "\u001b[32m[09/06 00:38:10 Vis4D]: \u001b[0mLoad checkpoint from http path: https://download.openmmlab.com/mmdetection/v2.0/faster_rcnn/faster_rcnn_r50_fpn_1x_coco/faster_rcnn_r50_fpn_1x_coco_20200130-047c8118.pth\n", "\u001b[32m[09/06 00:38:10 Vis4D]: \u001b[0mGenerating COCODataset(root=data/coco_test, split=train, use_pascal_voc_cats=False) data mapping...\n", "\u001b[32m[09/06 00:38:10 Vis4D]: \u001b[0mLoading COCODataset(root=data/coco_test, split=train, use_pascal_voc_cats=False) takes 0.00 seconds.\n", "\u001b[32m[09/06 00:38:12 Vis4D]: \u001b[0mTesting: 1/2, ETA: 0:00:01, 1.71s/it\n", "\u001b[32m[09/06 00:38:13 Vis4D]: \u001b[0mTesting: 2/2, ETA: 0:00:00, 1.61s/it\n", "\u001b[32m[09/06 00:38:13 Vis4D]: \u001b[0mRunning evaluator CocoEvaluator(annotation_path=data/coco_test/annotations/instances_train.json)...\n", "Loading and preparing results...\n", "DONE (t=0.00s)\n", "creating index...\n", "index created!\n", "\u001b[32m[09/06 00:38:13 Vis4D]: \u001b[0mDet/AP: 0.3974\n", "\u001b[32m[09/06 00:38:13 Vis4D]: \u001b[0mDet/AP50: 0.5497\n", "\u001b[32m[09/06 00:38:13 Vis4D]: \u001b[0mDet/AP75: 0.4414\n", "\u001b[32m[09/06 00:38:13 Vis4D]: \u001b[0mDet/APs: 0.2868\n", "\u001b[32m[09/06 00:38:13 Vis4D]: \u001b[0mDet/APm: 0.6932\n", "\u001b[32m[09/06 00:38:13 Vis4D]: \u001b[0mDet/APl: 0.6000\n", "\u001b[32m[09/06 00:38:13 Vis4D]: \u001b[0mShowing results for metric: Det\n", "\u001b[32m[09/06 00:38:13 Vis4D]: \u001b[0m\n", " Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.397\n", " Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.550\n", " Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.441\n", " Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.287\n", " Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.693\n", " Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.600\n", " Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.278\n", " Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.429\n", " Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.454\n", " Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.348\n", " Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.693\n", " Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.633\n", "\n" ] } ], "source": [ "!vis4d test --config faster_rcnn_example.py --config.params.num_epochs 1" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Training\n", "Run the training for 1 epoch and inference on the validation set." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[32m[09/06 00:38:21 Vis4D]: \u001b[0mEnvironment info: PyTorch version: 2.0.1\n", "Is debug build: False\n", "CUDA used to build PyTorch: None\n", "ROCM used to build PyTorch: N/A\n", "\n", "OS: macOS 13.5.1 (arm64)\n", "GCC version: Could not collect\n", "Clang version: 14.0.3 (clang-1403.0.22.14.1)\n", "CMake version: Could not collect\n", "Libc version: N/A\n", "\n", "Python version: 3.10.8 (main, Nov 24 2022, 08:08:27) [Clang 14.0.6 ] (64-bit runtime)\n", "Python platform: macOS-13.5.1-arm64-arm-64bit\n", "Is CUDA available: False\n", "CUDA runtime version: No CUDA\n", "CUDA_MODULE_LOADING set to: N/A\n", "GPU models and configuration: No CUDA\n", "Nvidia driver version: No CUDA\n", "cuDNN version: No CUDA\n", "HIP runtime version: N/A\n", "MIOpen runtime version: N/A\n", "Is XNNPACK available: True\n", "\n", "CPU:\n", "Apple M2\n", "\n", "Versions of relevant libraries:\n", "[pip3] mypy==1.3.0\n", "[pip3] mypy-extensions==1.0.0\n", "[pip3] numpy==1.24.3\n", "[pip3] pytorch-lightning==2.0.3\n", "[pip3] torch==2.0.1\n", "[pip3] torchaudio==2.0.2\n", "[pip3] torchmetrics==0.11.4\n", "[pip3] torchvision==0.15.2\n", "[conda] numpy 1.24.3 pypi_0 pypi\n", "[conda] numpy-base 1.23.4 py310haf87e8b_0 \n", "[conda] pytorch 1.13.0 py3.10_0 pytorch\n", "[conda] pytorch-lightning 2.0.3 pypi_0 pypi\n", "[conda] torch 2.0.1 pypi_0 pypi\n", "[conda] torchaudio 2.0.2 pypi_0 pypi\n", "[conda] torchmetrics 0.11.4 pypi_0 pypi\n", "[conda] torchvision 0.15.2 pypi_0 pypi\n", "\u001b[32m[09/06 00:38:21 Vis4D]: \u001b[0mLoad checkpoint from http path: https://download.pytorch.org/models/resnet50-0676ba61.pth\n", "/Users/royyang/Workspace/vis4d/vis4d/common/ckpt.py:374: UserWarning: The model and loaded state dict do not match exactly\n", "\n", "unexpected key in source state_dict: fc.weight, fc.bias\n", "\n", " rank_zero_warn(err_msg)\n", "\u001b[32m[09/06 00:38:21 Vis4D]: \u001b[0mLoad checkpoint from http path: https://download.openmmlab.com/mmdetection/v2.0/faster_rcnn/faster_rcnn_r50_fpn_1x_coco/faster_rcnn_r50_fpn_1x_coco_20200130-047c8118.pth\n", "\u001b[32m[09/06 00:38:21 Vis4D]: \u001b[0m[rank 0] Global seed set to 1740432514\n", "\u001b[32m[09/06 00:38:22 Vis4D]: \u001b[0mGenerating COCODataset(root=data/coco_test, split=train, use_pascal_voc_cats=False) data mapping...\n", "\u001b[32m[09/06 00:38:22 Vis4D]: \u001b[0mLoading COCODataset(root=data/coco_test, split=train, use_pascal_voc_cats=False) takes 0.00 seconds.\n", "\u001b[32m[09/06 00:38:22 Vis4D]: \u001b[0mGenerating COCODataset(root=data/coco_test, split=train, use_pascal_voc_cats=False) data mapping...\n", "\u001b[32m[09/06 00:38:22 Vis4D]: \u001b[0mLoading COCODataset(root=data/coco_test, split=train, use_pascal_voc_cats=False) takes 0.00 seconds.\n", "\u001b[32m[09/06 00:38:26 Vis4D]: \u001b[0mEpoch 1: 1/2, ETA: 0:00:04, 4.03s/it, loss: 0.9780, RPNLoss.loss_cls: 0.0689, RPNLoss.loss_bbox: 0.0667, RCNNLoss.rcnn_loss_cls: 0.4852, RCNNLoss.rcnn_loss_bbox: 0.3572\n", "\u001b[32m[09/06 00:38:29 Vis4D]: \u001b[0mEpoch 1: 2/2, ETA: 0:00:00, 3.97s/it, loss: 1.0499, RPNLoss.loss_cls: 0.0906, RPNLoss.loss_bbox: 0.1142, RCNNLoss.rcnn_loss_cls: 0.4352, RCNNLoss.rcnn_loss_bbox: 0.4099\n", "\u001b[32m[09/06 00:38:32 Vis4D]: \u001b[0mTesting: 1/2, ETA: 0:00:01, 1.27s/it\n", "\u001b[32m[09/06 00:38:33 Vis4D]: \u001b[0mTesting: 2/2, ETA: 0:00:00, 1.24s/it\n", "\u001b[32m[09/06 00:38:33 Vis4D]: \u001b[0mRunning evaluator CocoEvaluator(annotation_path=data/coco_test/annotations/instances_train.json)...\n", "Loading and preparing results...\n", "DONE (t=0.00s)\n", "creating index...\n", "index created!\n", "\u001b[32m[09/06 00:38:33 Vis4D]: \u001b[0mDet/AP: 0.3975\n", "\u001b[32m[09/06 00:38:33 Vis4D]: \u001b[0mDet/AP50: 0.5500\n", "\u001b[32m[09/06 00:38:33 Vis4D]: \u001b[0mDet/AP75: 0.4414\n", "\u001b[32m[09/06 00:38:33 Vis4D]: \u001b[0mDet/APs: 0.2868\n", "\u001b[32m[09/06 00:38:33 Vis4D]: \u001b[0mDet/APm: 0.6932\n", "\u001b[32m[09/06 00:38:33 Vis4D]: \u001b[0mDet/APl: 0.6000\n", "\u001b[32m[09/06 00:38:33 Vis4D]: \u001b[0mShowing results for metric: Det\n", "\u001b[32m[09/06 00:38:33 Vis4D]: \u001b[0m\n", " Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.397\n", " Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.550\n", " Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.441\n", " Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.287\n", " Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.693\n", " Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.600\n", " Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.278\n", " Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.429\n", " Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.454\n", " Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.348\n", " Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.693\n", " Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.633\n", "\n", "\u001b[32m[09/06 00:38:33 Vis4D]: \u001b[0m`Trainer.fit` stopped: `num_epochs=1` reached.\n" ] } ], "source": [ "!vis4d fit --config faster_rcnn_example.py --config.params.num_epochs 1" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Python API\n", "You can also compose the model and dataset through Python API.\n", "\n", "First, import the necessary components from the library." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "\n", "from vis4d.model.detect.faster_rcnn import FasterRCNN\n", "\n", "from vis4d.data.const import CommonKeys as K\n", "from vis4d.vis.functional.image import imshow_bboxes\n", "\n", "from vis4d.config import instantiate_classes\n", "from vis4d.zoo.base.datasets.coco import get_coco_detection_cfg" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Now, let's create the dataset and fetch the image from it." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Generating COCODataset(root=data/coco_test/, split=train, use_pascal_voc_cats=False) data mapping...\n", "Loading COCODataset(root=data/coco_test/, split=train, use_pascal_voc_cats=False) takes 0.00 seconds.\n" ] } ], "source": [ "\n", "# Create dataloader for COCO using the default config\n", "dataloader_cfg = get_coco_detection_cfg(\n", " \"data/coco_test/\",\n", " train_split=\"train\",\n", " test_split=\"train\",\n", " samples_per_gpu=1,\n", " workers_per_gpu=0,\n", " cache_as_binary=False,\n", ")\n", "\n", "test_dataloader = instantiate_classes(dataloader_cfg.test_dataloader)[0]\n", "batch = next(iter(test_dataloader))\n", "inputs, images_hw = (\n", " batch[K.images],\n", " batch[K.input_hw],\n", ")" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Next, we can initialize and run the model on it." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Load checkpoint from http path: https://download.pytorch.org/models/resnet50-0676ba61.pth\n", "/Users/royyang/Workspace/vis4d/vis4d/common/ckpt.py:374: UserWarning: The model and loaded state dict do not match exactly\n", "\n", "unexpected key in source state_dict: fc.weight, fc.bias\n", "\n", " rank_zero_warn(err_msg)\n", "Load checkpoint from http path: https://download.openmmlab.com/mmdetection/v2.0/faster_rcnn/faster_rcnn_r50_fpn_1x_coco/faster_rcnn_r50_fpn_1x_coco_20200130-047c8118.pth\n" ] } ], "source": [ "\n", "faster_rcnn = FasterRCNN(num_classes=80, weights=\"mmdet\")\n", "\n", "faster_rcnn.eval()\n", "dets = faster_rcnn(inputs, images_hw, original_hw=images_hw)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Finally, let's visualize the result." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "torch.Size([3, 800, 1248]) torch.Size([52, 4])\n" ] }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAgMAAAFRCAYAAADpda42AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOz9W69ty5YmBn0teh+XeVlr733yXlmVTi5lbNKIQuYiIyF45AkJIYR4QeI/8Bt44h3+gyWE/cYDEoWMwFYV2Bi7XFl2lUhnVZ7Kc/Z1XeYcY/QejYd2jeh9jDnmXHPvfcpnxdJcY4ze4x4tWvtaixYRxMyMz+Fz+Bw+h8/hc/gcfmtD+bkr8Dl8Dp/D5/A5fA6fw88bPoOBz+Fz+Bw+h8/hc/gtD5/BwOfwOXwOn8Pn8Dn8lofPYOBz+Bw+h8/hc/gcfsvDZzDwOXwOn8Pn8Dl8Dr/l4TMY+Bw+h8/hc/gcPoff8vAZDHwOn8Pn8Dl8Dp/Db3n4DAY+h8/hc/gcPofP4bc8jNdG/Df/j/8m5lpR5xnMAAggEIhgP0AWmej8u9VgcfvHBGIp50yy1TJpNbMu3yveUTl/HhP7f1itO/fvtH7n4kfxBMFoT3Zaamfbf2vtjzGT90/2Ucozl3O+Ln2+T4z4YpzI0xAR1s7COldne078VJv6wCDwNV3dFxhlXhl/NS5xtNrpzuZLVMrfez6MQqyfQGFGKRTlFKAQodgYEuS7VqUQgwjgQmAGKhMKjdjs9ri5ucd2f49xswPKqL0EjcfaHA7agE8DMM8ATmA+YpoewXUGYcQw7lDKHqCNp2NNRaqPyOxgyYNP4HpCPR3w4f33eP/+Wxwe3oPnCZhmoFapUAF4GMBlA6YRzMUIC5WKjq78gUrMWWYEeVmFSNtgv6WG6SdQbd6zf3oeNrj2DgBrOex9dI5+UxnWO4n+L50Ld3Yes8114SUWr8k3CtBusX7JZcdvSyvxIu6yfpT+NK6Vc4Fn5npVrLe5LepMHXQutWW2Y9a2K2XOnIcSbHnzep/4N452WnxLn8u0333ezIzq/VrBrDROrPGqjpOlAagQvv3n/xTff/3L852p4X/7v/s/PBnnajAABFMSJuoP0lyI70sg0I/+pYMPcz6ROk29M3ERVEbUU85q6v5dkt3LuFngsv23lie3Fb5a1DwtoCXflx0aGeP3dBnW6xH9uYL25eE3+1DMn64frg0mbIg55mR6R/035ga4ETMYwoAqz2CewDyKJKQwHhJxk7Oyev3JACbM8xHH4wecTg+o84xCI8ZNxW47YBhLk5/XMM8lrsA8g6cTTocHHB8fMB0PqPMEzFXa6PRRmrYStQIuoylmdt7VdE7qF//NS0EJposc61L4MSnm3FxJXDqxDBVKkdh/Rz5rwr0HAkhxc5xUPjUl/QsXvGd+tCa0YIJXfwTQ6KvCYBA6ev7E8CwwAHRCP2vYSbMxoRyCdTkdGDFz29dhUXC5zun7Sm1ceFmZ6bNH8Je18lRfEua3aL31PyUmstK2YMxXyN+mbmcid5pjM1+vyH+9/87HWxuHJ1JeE+lf/PCb1kwjBGawWtJcPpvwZp1viXYrgALV8EnAwFwnTNMJZToCpcj7MoKoJEBhdM0KBEKIgCfM0yMeHt7jcHiPeZpQaMRuN2OgEcMwwFgOmebIbBUUQDKfMB8fcTp8wOHxAw4f32M6HsDzDKoGHCQtE4ExICCKPvc/YZmhmUZVkb9mUJCYLjOHZSC9f04gKKbCy8HES4JxpwyCeo0W9r75PP8u3reWgT6dl7Vigb2Ol/wmhfOj9lKdxWeNm404/mxecf5E8ywsM/yqNHU9GFDzmwwwL4TTKhDo4njgsCw0jaGlZm7K/kWz7CoogcfnJ4EJFu+XmnGX6TkgwPD+WUl0fjJQ+zWMCm3dxYSOiEHWR9fMsmtnYl4iiLLXQmv2+xdupr8oXFhkWol8fdwGXl4J3hwLIASPiy7TZvUZsbxnZhBXVcaV2nhGnSecTgegyLNxnDFs9iBdLpAEVeMbGMi9UcHzhOl0wPHwUYBF2WAYNqj1JMsGZUgaerYqVHCdMB0e8PjxHQ6P73F6fMDp8ACeTyBUpfMCoICVFzEVMArAZiXIwMBKWenFDAzWFMCMcTxeYr7XcuEEBC7NUWZu5/2VYV0g2aSEDlVdXXozgbKe5/llgLXlhPa7Iag1PvjbGTj9nzV9h9T+O8VP89X728bMP1+vjleDAVvxFvrqhbbGuCAQQsSKBgMglAx9tQAOCRBIWcu8KX+j9dJbwd4DEyza4oCg5St9sjboYImp8lIfYDFBFkCG+3fmC1FW5xY5SNOqrGgAVsk8ducDg7kFQmZaXpbdf3/9yU/nBvYnDS1dPqc6V8XtGKcLhwxuUxw2Qe7AmsJgVUU2slKi8fJq9VaLV62s1i9S633FPJ9ARyuTQWohQIlnbhFwIKJUygXjuMF+dwPwCdPphDKMuLm5wWazQSkFWFCg+AnwPGE+HfD48T0e3v+A4+MH1OkIzBOKI84CwuAAgB39mI+NfgaSTn9tXfVHagY1U6Z91rDyq1XCbA2gNvs2NPktY4UC4Bz0qvLZrC4o4Jq1/IAd55YZev+AtXfr6aIdRKn9sL5/TV32idAVZfMJZrV9TlWyY8cLUZtbA6xyjgIUFriFIFW/Wb7RZDomxcf3dcKzlwkALKXnudCoOsvknDp1DRQ003jF5NRneg3TXVPYMx9eAwLnAcYyn9V3XQXWIM1TyxdiFYg6Zo18IaQvEesnoPWfDej/7EAAq4Dw1QNDTPuiRqpwD/M/k/7OCRAahcUBA6isZvRlnU0xZ1QRzWQaNwM8CyA4JdriGWUoKMPgmq4BdXCBOd0xRpSyx82eUahg3p0wlBG73R024xZERXmdieQKrhXz6YjpeMDp8BGPH9/heHjAfDqC6+Rgh60sGlChzoFMqjkJECC2pYNYImjAwCW+2QMBtjysr55If21YU6D9lQngC+lfIIiWGmSUs1zn79L592eViLU+P+vG9SOEc+U81X02NyJeu8CzmvZcpv3zhSLfzt+z+TfZJbDQ+G98erjeMkAw7qDr4c8yluac0jduUEAI4LS8sFqXy5Kz1ZDRAIxcliGvhY/CWZ+By+E6U/2leLT6dRmH08Tt2pQ0RWAFxZ8p+9q6/xThN6kuOeR+vTqYgM552Iv0jdK3ni7lDauwS3mwvK8EtKQqDKOasmz1bjhOK5WITZNjcJ0xzwAdRVrwPGEYRwzjgDIMYupHgewEUKdABhgFRITNWEA0gDGhlAHDsAVhA9vJzLWCqzgqztOE0+ERx8MDjo8fcXp8wDydQoNlAqMoOBrEIoCCCt0lwDYmsUyQQYDN+5CHKwyUs7ZNacCM/RpXfx3OG06XK+WvoY4MVM58P1uW53eJbg0c0BUCe/3luR1A+vZi2lcPXR/aPMqa9qr8JqSxNxnHDnYXKeg6bLZCbr1RAGgA2wI1pBorTWYLwyuFZ1gGyP/BgIGFTGtZ8OY5lT9Tns23lbX/2JDXvr8sMHqBqfXvhT6sHbSod6NT+Yj3HX+GFJ4ESuctAUIb5HHI6vdEWLMaSB8YKIC3sV9WiLZYDc5W+ycMqY8aZv0vWkgTm6hpRTu9LXpiYqDOUmDr/hTO9xAgkPlIgxYqXN3xcipLIiLZnqfxqJgJv6JOjNM8Y55nzOMG42bEMI8YhhFl2KAM6lhIBGLR1AtBgUHBhgBQFYsDK1hQE+s8TZhOj5hOB0zTCcfDA06HR3EUnCZtrwKNgVP7CpgKqoIBa6yBEobRvs1kaoDY6pq/9mvLfxmxe4DQvXydYFjnzLp9G3X5/nKSdi6zCRt7e5Z3ntc0z4OEZwr60MKui/+i8FTeOqaLRoXcMCfwZU7U0tGlopOgb7G6Of+1TrirDoOEhBgQ8TT/1+zFZ1kG7E9Mi0oEWuFGmGfNvn+3EKAhcO2cgOZ5qoBP8XNx2gSL+mdAsPYuvtuXABSxPtkXQYsRofT/as1W6tBnKfECFORJ9ySpO41HX7dWj9by0voG5GctivspsQD1P34DsIAIXm477FkZJO3zKR5KSMIfy6UDAGBz5oULL6I1zVfqXEX2yxjbuQTKZ2oBSsOkdS80y5p+rQPKNKA4GNhgKBWl7FCIEeeXzQDNAKpmz+Bpwjwzaq2oXHE6HnCaHjFNB0zThHk6Yp6OsmMA5pZYtJvEWVAUp3xugPWnzBH2T4M9bf+64nWmv/t31of8I9Ee50J+1JAAAXogoGLniXqsa/0t77iuKeTj+1OEPKZZZsgcSXVpxnhlYub3a/O29/ngOEcgEyA3n/GXjQK5zgYYYHnZ77aFrxaeAQbI/4DErJWhtFosN5pnQ4Bdx7eDtEStgfHR5GlFXx9abXyxzL4m5/vf58pbeX5N3ZZrdMsMe2vGeefAc3mnidyM3bp1oh+Pc3X9sYOx+d+YYJocXqNewaDP5tUxn/yzTUfdZ8qg13YBVKitrUoatgOIqmQcU1itBDRj5opaZ9BcQOUEKieUssUwzChlRqENwAWMCkIFaAZhgvgEAHUG5qlinmbM9YRpOmKaj6h10nMNZNkACmyICmqFgB0akIV8ryMFRdt+g+gX07CeAgKr/f4bHp6FURYgZ90ZeEVFu1yH36gJ+vLgep7hfG77N3Q+XSLX0Atx+216PprfES+tDQRgyGOE2DYo/h7VnUEdFPwIDlzPdyDsfAbka3uIiU3OrGVTl0f7k+JzxcS+3O7/Un8FJKXsTA7NUsVLC+kKXJm2lwVxFK4KYZfD89SVa08bXHMm+mnX77OoZaWtK8p/EQN/biJOgxE7Yi7V7mIJOm8ux0sIkMJseYn6jUc4I2OEZSHpFQwAswlf+avEaE9FZJvKYk3gGVwFIBTMoDKDaAJBT//DDMIMoionCNYZXBlcSQDBPKPWCcwKAjDr+Ia/ggjxAhSSdCh6siShwjY2SiuMZnN/5PNLWgCwrpFm3sKNr0DuqB/JPOD5vyBQAMNz+V7KerFDoKuLkfrTVbS+WfaRUfcncOsL4byFYUVcnA22rBoWtvU8AHu97PhGwK8lTFaBnH8zF9fS2FKCORdQOlvATVevR5cvOnQotjsZl8mabEyoxpx/bkBcaTUg0MVdU8X82dP5eqWbh9Q9X4kKZC66rBOwEKD2LL6b00oPfuLL2oTOSDR4WxY+1xKAgawnYhGuivfjhp6hXFeZy66m15T5/CTm1e9m+5Wc6GL2a2ygz0V+Bytd0wQ0ftU6aaEhILmZol5XSskZeq4AmiEQGSjHHRNYfAuY1U9vwoQZVCeARzAPAAapCMQqUOtJBH5lYNYdB6yVRQVRhVfeNJ7kU8HqH8BVj9NlQiXZ/xAUEltx2dcqDVDAmfC6sxV5eVE3i5KZThJ2VzkUv8AUzjFWrxWsGey+D9HAcBRU4XKmspzo4anQ80LTeMmXj54XLhe7ivZWH50zSttyt1nDzjoJ9vXK88PGmbOcP9+ZDKd0TcN+xHdkygEEOFN7avYln4VPCM9eJjD66OWrCXMT0MaizwoYE4QIq8KqFtgNZutOfQELmHqUj1DtKGORdiEVOUdfr9NqBUKIU4rf+qqsndXQltqKOWNIaBzGLgrwRRuXkc+e938JaKXqNPE/OawhP8v//DSNFD/GFOmDoIEeEMirQIkmTJ+q0vkWKxDgtLUQZt5N646eC2cSaV8po3ZQwc2rcDIkNBVKLsNurrR1y8qTMq0qVgEeNFmF3E8wqfnfOKXdQdD65ufvAZxJ+hgBpmOJIK/zZrBs76L1a8yZFz8IKdcOLUEF+xNzoQtXQYZOePYUftWR3NdEWY1j/iDn3r802Hq8CdsfIyy31lrZaEY/88Z4GoKfmxTUdn+8E+JvSmxpiIPOOr+AxtwPdJ2deENyIhWAID6+tWrKNDXDj+f1LS7PAANF+YVSkJtJYxKJA2CaSG7+1whNhiZw2NNdYxKm/osCkJ4FkIGGXr5nEdvVy9fn+9LcOmBS/bpKLvz1e+Hp5fOCEGPxdi3/Hm879PLqUfNlXbgHq49q9G04Gyj15BNx8+sAk2nbVw+6HMQlKUYxDC1YOi9OL4dPYVVSpk3wYOzy/KqDZ3st8xLayWV2SwbyhsX5z0ipW0bjmKL6mXrQyS/W3wlmLNC9/DZGFaqtGGOqzpjAFUKVFe1M1F0BabSkTqTl2n7+cIoUMwR1ltewCnBaXgkajN5A0oYZrGcR9P15gWa6O0eSKMFykFI+eRr3ODAIX0+G/HFEZV+37FDauQ49lbThtSZAz0JXAwBmdUAggrWuvwRCFgJXH+a+XWTpdQSoG7/zcXM87t6jswKkOe4WJ6xq6Q4I0p+BaLgw1z7K7+15ZQXRUXBcmGV5GNhYbeKLwvVgoBRZQuTaSbVO+HdrqY0/gEeMGEXzoCbOhcHsH1HLZJL0S+Uak17PMufVQpwkupzA1k8BXKsTupp1FWtBB6ETEMG6FRx2rwwOdH3FrSUkz4t8qx/lbur6nfuqrIU87pzb9USy9NeAmGwu87ra91y7toh+9J8u2eJfZhhPhkZbyEhOacbJLr3L/WSvz8wlj5mfcYyP68As1FqtzwjNjoee3ZFpFXkyUDAYgslj3WRoAIDktMJ2xYubenA3hr5+33F3YaS0bpo1y4DTd7SDwagUYAPqFd6Pv9Sn18gSROuSNM+bTrN0xpgzDXWBo6xcGze195H9W0zuAJRnAvfle6GLqBnArO4wsXhPkv9aBKXD7jyGhu5t3FaSr/dJz3No2SxWavPGLOfLoju6+jRtyDsKelqkthzX9XWeOFL1BqV80Qr4AAIJELhET0CgJv8Ahi//RRma1k4EX5L+J4VnHUfsnkb9uKNh6/7SnzX8riNok4MNVXbfz8jWrO33Zilq4lzB8NsEK5mV5+W3yDg9WV2kZ8hBLuezoK631/I/RxvrNabmXTacnQ8Xln7OlvN03LWxu/T9+aGTSK8WVvI8V9GQ3vr7KeTUj48+ZhO2cXOgsbVzdolgohJDjhlQYdfNKYIeRZDTIvG/hTyyfBIY0Jov+Ln/l8FKSS9zffqWCzOsdhsTJ0DNUbVkZ9DnHRU1QKCHS1bsp9AKRYUsq46/ra/Vm5DtcnOE1tNLEsJrtdB2XLsevsw7f0bvrpdH3dfn95/TWe67Tw3n8smWjgZBnJGwWZtfed/Sfuv4FyCxtRZk/wHUNL96bOEfkbbWilJKot9PD888dGjtqb7rBLO/WTxH9xztw24mLNZ9Fuki38VUSRrvdc5xK5MtY5FX9bBbm9iArQTl5RcP6zTaVcv66aUrSk9AgU/pgnVA/9sVLrU9M6XGVglnKIDwMRfWFOukLTBYK7CF7H64VYptSokBBkXq+k7j99KqY1heSZ9+DUWng1Syv0UCHKkvmpIYskSQI2V+HqWvhCzEaPnqvNRI39cE8qW4lxj1M8DpAgg8lfdrhJdPUj8i+lMyWG1fQN5z4eULMJf6NNPb+rJAULPSZ3b+UzJtlw2qJ2y8IDoMGbiImzyg31+TDJ5xa+Has7wN78y5AmuaJHVf0kd2AVluNVy/se9sOav1OR+eAiu08u1yWGMOPUg6Wxs06s65WLT2eykArgmfinVeFSv9toVeIDH72r9Pfn2V2ZbfR4CECvP86umBg5mSSlGmljatsIbBQc8o4C6/lK9chSzvTcsJegxQk1hfCI226Yusrdh2Z4S2Q4XH6qpD85lRS0Tu+emrk3GS5e1eg5cI9RdC/KWe9UQ4x3iUpp5a9H9BeCrZxTa8Ij4y4L2mqJ9NYEsAaJcSnO44g4Eaa/72Tsu0icOJVH1JwVFF5gmvhwaesUwgQjWzDZnnKyDgklbav6PIWwR6IsLkS2Cd1Qu7JwW9v15Hmqla6dky7qrvw5Mh2pGr0J4suBK8+BXupvmd6+HWC5m6/n26ritL1LnYz+ETwkLoKAC4yN+cK2QRGkK/dvF1EcB/r2q9KqT9vBAVjj63ssJhQp5zCRofLRh3U2h6GtVO4tgYIaMjMupjhuBOgKD19u+ATVNuaFDs/dZqU4uFDGovd7qG1fYaYJNdl7dl7nupVgo4L/Q+DQg8DxBkwPIThSxc+mExEEUXHHQJqz4kl8JqzExEz5C1RnNxPkAIcgcHvVXLlh8qZJuhp5VLvORXOnTILA7PQ3ZXheefM6BahAs0eSqMJDng5Y8mvWsraNLm8wnyZGxOPEwm06fKsVFsZPzTrdP5ei4ydZ+XBeQCW6c2OuPt0tMi0TI9XQADQEsnGQjENLqOkK6xXjjOWRM6y+i/HeHSGHYRrdsW0VcYd4NrTa7pp99JkXjhGswgQO4qdECQ2X7nZOtApK2drABkAdu3yv6LyjSOU2gpJbortKSGnjQvF+qLSU3e2uC10frg6VpSKpz7KahSs8Mwq6Kx798MCixiE6NV9y7y89an9/UmzvqcXgKyi+FHEETr5cDpMfwm2A/86uMCgO1COns1M9DW/1y8hmaWL13L962zSILcBpfl9lDkOPlrAAYHxym9gQD5rDo3ZLtu5XqxnS8JL7vCWDWEXjY2wOBMupCHa8sKCjS655RAADhu5bt2ilzrL3DO9yBFeVagxTde5LMmBJbCoY+VfjvjySAN3fe2bUY/r6LpX0mLLziK5V/YwOBm50YTesXlXJesAoo1JkgdAJD/z50TEU6HaIQzAfClCa/TGqHGxUG8qGQSmQ04DEDQL3nY99xn7lzHXTwKoJCVyAAmcOLuhXk0ou+XFU0yJeYm3pmwNp5rzxwgcK7xE/l++iRdtz50giQThT+w3z8Rij/THUlk4Kw/AbV0cU0ZGZsJz7UxCakdAjq9MYHeP1wIfVsSyDSZ4ynl+xZdq0/3r1bYll6w3O8Rt3r+HGCg3wXgv6ihl8WadTf3+q1USwDRq8qdSH3KH6EJ3MU713HLOvWabgtYsKbUXxGSukD5y2XRn4OlcAImJMafgUB/8hf1Pmny9BM9AtsefWL75n+hsMCZxtgczUL3TLLnsllO3+z2QsCAVkQiLf9iFVsF2RlpgPEsbuEEF+kofBVyJquCp20As/L0TrNx60HwyZSJ+CygY6ytZYJXv1pr0MyTTtg1TPUZsJX7uLz45jV+ItO4YZTtwSfNmWu1xhCGa28CxAv/eCrP5Rhc60vYkcnq5JA6BC+7zNPXRkb/X4C1c9C2NffHUpjSqgr3BiQ077WsQNCRu/kOsJxEGHVKB29z9fzyuR5iKXhdBeuZPgPAYs2G0kRbSZQn4VLwW34rEyE96wXWggZWrQSJiFfZbhbqK6lXpVr6neb2NY6LHV87kwDhELY6OTvoQMs+kj3k6/0Wdb3QritDo1RQ+/mScA6UrJWzSPsyZPbp4QnQ8+Q0farOC8abBI1p8FmO9VjzTKjA+XMkjO58erTituayeoGbGZ1UMprhdZOEzmAtxZocXwjuyLMXtecDtVXVumSe0OOOS+G86MfKeKW8V0ESrQo0yiCgxykreUTRJuiua40L1DRcxqPXsnDN9Yrs5eTM820/k0gLQKNstcdhccNv4i4KdpoMS3KuAHvFWTJLDUmfjsPIT/20tM1YshyCFUsDM9xXoJqQz2v9Gtf+PJtADOz7C/O7EP6cju7mcwLiE8LL7iZwgd5q9u3pg5FiuTSQ4qFPt/69TRMdsdDYFyls0vcs8oI14srQCqdzeViPLeMuhFsCGFeUHmOQ8gkG81S91mt6dVxlJHTFODScDWtC/ROpmpqPnya8cmGX9JtrUjdg8wo66vBD8822/i1mTbOW3gmwlGdI/3WJ4owupc5CI6kD65Ve6pAXg6kE/bNVvepSll5sF+lZEi9nlk+vPFdWX9DaPPs07dDnMS851YsztGq9ILuwJLX8uh3HTCzrKEVhZ1sljZ9ptR0+Tnmya+4taLM04SMQ2nuXJgl/uAUgxdH1/0bjh72zJQFbJuBUr/j+WuHZdxO4+kprQIBWhEMrKHoB2joeLss8U5sc6Up6Wy3hR9Fmn063UocXjmkPuuJ0uZfX7zllt1r5en/6WeAdaPmtD/w0v7z0/ty7J4EAn7mvo8+AuvwuqIRPkm+KsNRcGXGE8EpmbjbvM33hxNGOc9beLB5fSNR5G/LKt8/hlcIVXdoI9t5XBL0At2+tcG5icGjjlm+/nt8CgdDgxb8vNP/GCmDCH/BdAwEGwgegVgMCKvwzGEhAoNbwGfhZHAjjMiGpU9boMxA4BwqeOntg3aR9pZi/Kt4a1DaA83JJ/FpApGnCFYh6FVCg64tF07L3f4+i6ckyL9fnnGUgtoMuyvwtBQSNW9oFLV66LWnszRu1e+U1pYUWeSbf1TI7fXxhYbou78hhqaVZyqVpPGwQYbml7j3S0drcpLkU1qwCISjSkyeZqqvOfcIn0r0YsqQMrNzXmy/tcuyrZfvpYdXB4JwVpBPqWWAnGvPvrrG36ZriOZnqkyafLQiNkK81tgSmZ6tgIP/pLgOJyskpEA4Map3VUqBLCOmdWHMYPwsYsNAzfRf+RcGCvltbGuh9BSKXc4Lhac39vEA5xyjWLRZPh05durJ+V4dPmOyuocPxLEy22+2NvbC/yupyXaWfSBtiwO8OT/Wls+n6kv6LoX017UgMZgUKn+mWrK4vI5zVrldire3wyGd69EU+ne96JKdDmObVx+jmKnefmsmS2mgR7boatQ/7MfmNCp+MJM6HaOpro4E1xeuKsAAC5/PphSAvCL8DAvrMNHQT1st8EVo/2/p/UEgW8LVWv0/A7xWwMwF6MFB7cBDLAgIEZgUIZhmYm+WB7Htghxa99ri9fGthp9WarrK6PJA06F4I9daFRkPJWhEvEezTmiUDF+7TXnemy2nP/f4RoDStcLsLURsvGuoZafTjxSYuc74a3LTz6OlEtpUp469nWSN+Q3h0w3Ouut/+fCaXs7ik9a48760CF/J1vVo1Tp+dtKIh0wouaGRntihQjGsukRCZJAC03oi1ecDQO6OjbRkTXRs6gdF32ZPJXiMs5s21uf8Y6vvSQnJdmZfrfNYP4tkhMjmXX++0yimuPREAYNp9EtQeaQ2gd0J78Qz+3L5b/u1Jg9xo/o1FAfpctw7WXLfOVyBbDexvuWPs08Kz7iYAYicmdc8ofW/0PkrpCRHXXpGeZJakBGPpxrK0NOR358yAvebfTz46AyjWgMBraNLn0z4nFyoBAAIXyAzMtzSulXedsH8aZK0Bqafz7tHctaXpGNuk/qnDgrsthdJzwo/bhgwEzpfjQIRSfdai90r7BYzs+SynY/d7DVg/1ZnL/j5Xlaf00vXn14zJCwf8YniqtrTgWp9WVtaYL+X8Y4CPJ8K5rjiHHhsgGjTNCeSoPu1meZggT/kurAoax+NmMOHpuUUeVlYDAqqXm5/VahaBORwKdSdB+y+AwBIMvKiHL4arwYDcO05gFBXWJKY/9SNg1+yVeAkay35nU4L8x9B7+oh837FNem5/ejLbepfBxqJj1L+hPVSD9FCT3jSaTvNr7sE22PN0z1i7F28aQLIM1BF/BjwXg1tT2hpImdxHW6nDp070n5ZROMtKWqc183k1udISsSar3HKTqYevI5Emu0/tu55G2+e20+ZqZnEtiV8blFFeJ8J6sN4X2k+QC9E9GTdHNJ8t8wXM9Oq7dzh9ZkOHf6E2smXcm4nSFcGBR6+p+OWKtsLvOfQYwvGaeoQ0eGZw0gnBTYBX3NkqwSR1CEug0fqZPAoaJ1VrkYMGiRxntIbQb0BEAgaeB9KyQtbs1Z/AhL0JeIBRecbMsx85bDlZW8RnoHpfx2cGBs+Y51eE6x0IS/H+9zPNXdPUN/bdaDubstG+c0FOmWSWqiL333wuJ2e4dYXTtcmei2TLBHmrcGZunGO+fZx1TdzrcSksXj8ltNY0/LW6vY7Qfi3R3w59GgsAz+XOPc65ALlWvz6Z+Y+AvIEWSlyf5ukny+dPl3NtTTrRdUV8ahncIpf8u3++AgLSu8wn1upiTPlcvS7V+lODlUtWEaQjos+Wk4jtovNcVpQy4L9W8Ev63DWXBMl5x7RrlaQo9bnBBZ+WR/nZijQPYd8uQTGAWqPKGTBkHN+k4RTfIhkI8GWA+A0z+dfYASDav63556UGVrAq/2IZIFUABioutBlJ0X1FvezZuwkKkd6mloAAITkPRvxGaJ3xGyB51S0T5PdtTzS7e56YCDHNVPtf+Cv0kykxocUEfiki7/rhyrB60FJTSs+iDXhcYIYvBOmvjQb8boWmCZf7eCGQrpXxC6D4VGN4Jf+f5yhlhgLv1Tqn+lyS1j91tW0Y0wEyy2W/p8fg0pv2CmUVcldULc2SK2I/L/RC9vklXANUCE/ZPa4NL9EoP0ULXaa9nFk2iy+eWYZJ6JuwZ8jBWOxR4ke2aDSAgznlqQI+5W+pPE/m5BAoDoCVK+psAGAGVzmEqOqdApWr5xRnBwS4yPWKMwQk9BZe870iel1KfiYYKFoBXZvOAKBfy7ffqyCg3QoXzoP2NueDlTTty7VbrELvpC7nEPiNVUOfrffuOYa8WuNU3+cM1fntmGvzqHGcMRui7RzIguyMw+Zzw6tvAzRC1rrHMtFVSV9Q3PVmgdcXFS8PT1FeE9G/dlzylepwVU4M9/XLGg9rLpQjPtcEwwCovQI42ppsEStSK8+l1x7fprjU9T8C5PjZ8nopEGjHIgG31Qyj17IpvBfgFpdj6B10BgjIYIDhloAOZDRgIEwCIfxTiQYSbJ8/1wQG5jmsA9lnIKUxlNhaDBAWhqbdQeP9EtHyYLnXCc/aTWBohNm03W6DWC+kO0F+DgzE7376GHFEfmtlrHVMn1OvEbTCLZeTAQGld5fCc4HCpdgtEDAw5bmo1rVo8mpHZBj0PBi5EIlBm+n9CymyR3VEL3bMf244p0OubrNL/79CwTnTZyZ9onNWXr/m/uM80tfkeokyPvmEuzXzaAZC59r9Cf3/rJDy58WXl4asJT590IyxgpeRwJnR+4TpHiGQUgMIksLYOMrlOP5eMgizO9r4ZolFiqfaeZ/vcnsiw13k3UKQBDfsd22BQLVbBS1N9L8DB7c2VLcYNM8R4KDvrwb0wLqMmjivEV64tVAroUj9kibaAoH1uAYElspnCx7WBBp15Sf68geZPNaasWqK8GcFLSdZ6/xzHIYuvDtTl5QfgRzxXhWSR+ECW71MnT7LF14eUttyEa/CbJ4RrhAOT8NAg0Q/UsVfqo01loGfuBpkTDXmbv/+ek+8Ll1TqeeB2x8zXE+6P36FfwyNEXjZ9GwUecp5hCZMQNLMu9nULwvAhCxHvGT+j9jk6Slp3SGlERaDLv+aBXN2AEzLB835AFXOB6i6LNAfIZzBANAtEfhgBag5p9xybifzJwK+9fBiMJAZpXw/p3W3QKA/h+BaM/YamEhvfa28f+/WC15Jy5C91k25qWVnyro+XAcG3AR0Rhlfe7C6U0CtBk0NGv+MJxjomoA81wcLtPHM4FmQXGryidldFV6dUT4DBrwI7FyXYC3Wa1oGnhXYaG6tb8wC9IK6qfCPlHrl8cp8vy70mlWWVsv6+eO17Am6LPLjEvBPg5d58e0lgJ3b/7K8a7VzKyPTDHd1yNYCF6IaP1sK/PESKMDyyRI0fUZ8FeKMOHAoCe4WCMg2QbMOyCFE7TKBnyyYLQvIPgkBCKx7KXdBZykIUCKy6zXn+SdYBiK4DpAEVDsnAwicXyo4k3e3fn4eEFwAEpcm8eJFBgKWcIVxPCs8oV+ereBT2fSckNdBD1ogsFZSL4zPe/nnfF7I/HqCccD247E6a9+PcLLrmcJWynjCCvGjlHklab124LUf9CntNI1OszLfgZfgimUNgSvyOteVn0q2aze2Pj8PqYcbBznnC3xCR7WHRl2d9hygOmf+XwKAxbp+kuVyFK+8DTM+gJq+J2uCj/qiXgkQsGj4ruUz+5kAgRuSZaBa/Ip51m2CahlwYGEnElpZHRixi4k8ZNMAd/1UAwxY1NfkmdeDAXdOW4eH2dSf1//XBH52GOxBw3qeKwDiEodzQX6tbn4mE0qDmHNruMJrDMZTNVy+Z76W7+c+O5/fWZyRTbqrYOEFoatoUNSPJ7WULepOmHNxniutlnkt/Q6S9rrI+xyDelmg9P96eT8q3pLSCWqho1bzS53Az1omWKnwFevmK4lSfi+gsyRkf4pwqZw4F6V7nvolO5mdMz33uabS209XYvOa9tMd8ZT/xtr7HjC0OMYaFGll/T20bPfyT+CuBRqpTM7C3TT82S0CtV8mAJqlA7MGhFUgyndLgFovsrO6CfHqcp3TWCUAwy038Wfentfll9fvJtD/uN8ClnYDLBrcpkau/Jo5f7XcBjgYu6OmHxYs2cGA+gus4xdPe97YqwnTWjyasnnZEI8HvLZXXHKLwVqDfB2em4ftj1cwajyZxRpK+cQyXydcgDD9UsW1dV7jodfEfU4ZVwYXc1mjAtp7fX7k4IxvVdFmvMhfoM0BMLDx/JT4Wcwkzw3PoKNLVoXrQECXbxef038L7f1csPhddVttfU1rz987Z7q1unESvJY2PfMZ4eCgF64h1OMq4TgfQDT/7qyAbBWw0wT1cCC7oMhkjzWagMY6bVHMWdGWDFTWB5f3ylLkyZHn0wPxvPC8ZQIiMc8k4Uzxyj/XHQJbR0JLn9+tF7kW//z3RXqQ306wuopJcjLhZUCw/HrmQfuYElG8Qrik2TdvLhlNns1Eu3BFN+WfvPLubLjU1T9ycIsBK508Q3j2gNLdoc45uXHz8cnBHfY6jakp7ifSaCUs5xM3QOB5lWnN3NHO5+6QybV5fvjpKPJy7Zb1WBf4IX3692fjc7zPDmvy7OVWgV4A+zPuAEb3PVs2mjnTCGavoWvOIvTltCGbm3lHgIGH1txfdftf6+AXywS8eDbbVcKOPYTfFy0ZbAcmZWDAUUduR7O3WrhOq2+ykvdjUOOzzhkwZLWsyAXNf8Usu2ZBOHdrocQhlyqWtF0DPyOJ+vpwH+0aZrKoffebu88nor9GeEIzeqrIFwMC5pafX2HdWTzp1IWw9vy8wSet0pZ9/xQhyg0HW4uwqj6n19cXvrZ+/nM4Ef74BzQpqKAAGO1uotct22naOffPTak5dNqzC/N1Lt2mu6af1uIstfizKc+UsfZ4pRnt8rkJRc6AV2iAa9awBQjEjoO8DKDfmxsExexvzn92cJDI7HaZYPGXjgu2SvfKsbfVlAyvz5K9LLR9zn0VICJG9nVp/UVXGK8P9NpZAWunEtr3cxaESOtAQIW2iY2sIZNl1qVEEjJmGaBzZnvqa7qsx+XQWgDaiXaterlSxrkJq+BouT4t/9Gl0/yeK3ypJT2yeq0jvCdYUJ/kNwMIANq2DHjpEwGBdla7zS6/lkzPtT1rE9cUBc8vhPHPgAVgHprr86lDgleGaJ8xgQwCeNnO12p3Gj+fUj8BsV5n3l8b4zUeJBV3LTphxvNlLM3pbZncPfeat3lcyD/XdiFPsvUg5RP+ASpW9b9mq55664MDCIBly2AsBeTlBXaTv+wOmNXcj6Xw76wPUTH5ryGNxmJgfRWWCePfacRCIWm7e9HDL5tFT4dn3VrozkFAXDxEl0z88SW+UvP3JBjohHG/u+Csr4H+R7AzCoAEnZ9sa67D04H9z4UKoAj16fRrgMberC5taElrDDfaecFy8EzLQBhaTEAmbvXUck3Dk5Yg4nzbf9oQ2xvJbz77FEBgCgOZBvuC8BItN4DAz4EEdIjpnHUgm5VelDvifIH8vYvyWmhg0Zafn05zWNPOF2vtjVB+Rr8k7bv5XJST8mywwBWj0Am9nF8sAWTh3/oIGIgwDd5M/JTihvCHHxTkFgUHA2lb4Dy3wjo7JHr1GG1fdnOuARDV6+sywvsmQEvu47UuNY6eOfu10una8IxlglaGEtD4DHSx4Xp85xewOHo4ubqvi7Z0PE3S4PsDi9aShozJ3chXCp++q8/qcFgMkyNFApVy/RxsgfWZPrmc3TW7FF98JLFWygHBSp7tgbOt8D/XFrrQ1tcLSy2meULpFES7GtPai9gD7Fn1pJHJ4CXVOfvwxxfq7oH+yoPQApLQ5F8etIObZYL0/EcIvjPikzvmCqUgOQNe6/z3ZJyFgOGuq/rfrcCPMpKGnmK2MiEmgad5sm4tWAkLRm0+mzwT4MmmfjHv61Y9PwtA1/gtbq0pHRQIzLL+XytIwYTHgd0h0NY52tABgGRVkLpW5x/WI2tAve9jSlkDplTYlzMA7BPDs8AAsDzUR5666G80/oxhGqGt7/1swMXWgviyBgQiG+qjp18hYZi9Ac8ISyDQ5OCNNl18zU2RsNyeuB6y7mHZUurZRbFnqy0NvhznmpqsvGHyQ5rWUvXZLvXA9YLdykHLFE+HawTBGSHbXGmarFd6lSlXoMC0BMglpAy/jJRAyODUTcqJA7cTmprJDvQCs69z0ijW+p2vFVLrabl7xyZo8YLpkrNebVNidOcA/Pkc0/fz8Phpa8h5K+ZTpTsHeBZpXqNM9M+fQpXWj50CsqxpvDONWgnZrGBxf4SlTTmFjAM3dBzzoa9nbylgbnPlJj0nodkXmvJirb9p2DChHnHM4z/vBgAz4tCgEMJcufluywO2xOAOfvopcdjLdk2+aVheTqipfS0fyHwBeZTYQGDsFwNaBSSGnP17KSuy8xPCM5YJcrXaxkgF10CAxMnWAf9ci7vWsKxxmuKS4zVJsmZD+etimjwZ1vwQgBiVpkl5Uq6oiS9QXM7xy1cEghfCmcqSEG44ET4l5ruDYc5UPiBf9Os1pt7WCvFE6CPQ+rAQA0UBpA0tAahe/TxJE/NCL4ziXUyT1BGrFc6MdGnuPR+epopeTv40dLSoRSr5mROiSb8Ckq/MzpzrnstD2Yu8LqGzBVCilzOzJFkEcvsWdeSO7lIcS7skwcSvGYuO6qdyL7BZBXZNxTrc7fq8J1cpuRWc3AjV9NlUggWoNJp5OsmP5WricORjVAUBdkSwA6AeDPR/yY+AKO47zsLddwwg8sRKfxlCybzL3p/jZ04bLu1D9PRpuI32aYh9JVwNBowo3BPyCjneB0nT+gqc0xLWfAKaHQR0vvDFEcdPV21ZfgMsuuBzkWA27ktlrJnVl+XFp3ftpfIvZPcSNtumPCfahUAzfs0gaS2VOF9x83tRFumYuYCmJ3p0rZzLre53QZgjLDVNjnssBACwahqs6Tn+VemJQnaeOXxmu9bTcowoBpkBdBFWv/NlOZoY6pLMgsE0csD6+ky3ZWCzAOBXhrPLBN1avy9TdGX0miZ8S5A05vkn92Vkho5gTWiv5JVl9LWzq3O8fU5Yv5XuOW1M45p4NuJRF8++B9QQAJCEaaYxtF2XrQardM35OfeJ/Erq7IfQCuNZ65DX/7WObMsEdoGQngBYO0vCikBnhi8l5B0I1JSPs2n7MVlMy5X5/1TwuXYFzRkuea3wLMtAP+kCoDQi7ExI2h+WICBcB5YCf+3+grMHD+WPK7zVe+1wkaKh+haZtUsfGoWX2/7ObbdaAI4kUyj/QBuHad150Aj21a8bzvVLqsT5kyTbQMq8rzGbPg2tlime9NHkxOjJ6CeqwABspwlRLA3UacY8n1DnGQBQiVHJmAIAFNSE0jNsBSUml6vyjNkbd9evMJVuz34sUaQ6pHZZ23Lu7TPtIWfMEkf4Uo8krg8h6FMW/aTr4rbPUh3dArmM34CXK+g/a6zn71KI2EH76/MO3avgA9af8X0Jejqhck1X87LGLvQsqDqfn2dhu/6bIylC6FFHgyt4NMryCEb/7L8zcMjRAmADrmE7GFCfgGz2N4DiBwR1xwC70E7tT32WnQejf+xsgkhTu/Sm+ff9Fac/dj2zMk6rgYznX8P7uPt8nfAMy0BfsOpQi4l3uTGqT0nMLura2QHJawBI71fl9QoQOBcyeLha9KzF7dvQlJvh3VIjWch5zT9rq+txaIEY2eNTQ4DPFqznOLXlr0yNUzuJV0BUSiOfZ5joK+CWVixeikdNfYROWv+KgDdiFZinE6bppNYBAQNQq4JZucjW+ih8YzpRHQUYM72m3WtxEhrNzEeEpjCs7FzLHLU5z5TymLcMe3Hi6HPCKiO8Jr8e6LRpz6U24HAecLVOjMyR46c4T7Ya4BpY0Tab4+NCqbry0LO1slcAkT9rNO78XWu99t7+W7smveM5UUSyHvSAJBJG3JQX64ucXvoqDv/J2wL7uAIi4hrhDAJy2/y5lm0+BmtgQAk3hH5nDch9uBiHjubDSrjGAtlKW+2v5ffls9fU+17loqIImfi7x5R5f5YCZ6T6AmMsW00raTMQeFIPvTj/z7y52PlLxifaKC1u5oumBkiIrNmFSp+nP8laCud+VZ6Tmfi1BMOmW56VQu5k38Q4pzE1UVJnd33xnCpeLmMZuIsQQpuWz1ncQGWsxDw5zyfM0xFmVWACmEhMqGjBgDlBXpygK+bjBhg4sDjXoiQoE0OKr6TojLyABTtZW4xeCyEZ1t+ntAvKT6THSQCSPXjRgAczX19SCEBwsbq0/MlW52eklfKWgo/P3ZDqdV+kuFDomdCxhjUhry+SQIz3nN/p9/QRvxtgww6ggBj5RouuEU/qGYrLOghY/qm0RnMSoJnzzXKRlwwaJ8CkxaPPT75WBxDhQCgDE0sjuf/SjycGpR3JhA8uh2Ysny7Dk73yCbevCAYuzaQVwW9PqI8ZjOLs2v8ZB8KzQGCxYIpGMLxeWAMsEEKkJ3T0ph3WAZx/AUi9nNvjfD+3vR+Pp9rZSvgliWnenKwCjebT1f1i6GK9dAhyJc+Mo9TXopB/LsFA9CARgFkBAWYAVSae+jWAq+TL1sclUjdCPI+KMlYqXtc8lb2OLLtsztMm4VyHuVheV0Mi3rm+6sokrdhT/hhn82orFoLFJeO5lJcYsPTxpeWWtVftFbnrZfZAoznAaTXzAONuict+DZ4kQ471+q3UOFkxLk+Q5Vq7fHcnvPyXKpBN+vl51NmaF3vzo3842q0ggDnvqbc8066VVA57vWvy2DdnQRXIeYnAytBManbsS8DAtHjX5tH2S9MXNYEIqALmWyxWOKAuBayNcS4r08PrBE7k87oAIIdnORBaMMc/114vajHkHJaSGbWPJ3w2AYEs2JxBde/9e7w7y0RX1vF/HEBwISxl59loJpR6aBNsq29PIj8VBj1bfTpYijOpXMgsBc61tzB7MU8/ujKfoIP1TKIXfMwXYIAjK5t3xAAqCjG4BKOw5QKCaRG5eFrvuoQN4spS2ZURvW0AgfyYA6KC9cZdHlVvbdcfzdG6fR5kZRPahNzM/WVdztdhjf440cnCXE5rKfqil0DiKh8Bb3OAqTUHRAMA+bAhfy+EEd9XC4KClU9lK9bv5H4faz2zBAJJ4K+AAXsVCC2EfH4egs2oKb6vWRY4r/M32YcAjzbJZ01AwECBnBOQzPpmGWjM+XI+gHFCGdo4edDAidfX+qa2PgC+BLAAaWtbs0mfB33kNmZif76o5m6ytPPAxxPCkwyQ2BkGrxVeYBnIzOnpLTphQE0ss2dS3Zc1vEDN+yTIUwQT7L0AXfwy4JHTXWjBogycBY8pJMl/UVhhATIdP/njXhBcUeMMPK5iSpmaz1C2Z9x22rOAwGuCWh/z9tnZ6DqB270KiQ7UBuombpWLpYTuz1TducrEBXWan7xNACQD6YbZZsKIPFraojQeLS3mHHp6lPveTejlMrDyqXW0gbR9z1gLK3W5EKspTcs454cQWtc1ucrvyz4Cy/RZ2w6mmmt5PkS8pWXrkkUsw9Euxy7/FpTYfGut1q32b/n0QCC05nNWgZSeAyw1vgPgACKusYdwYnT5Z23chH6Kk9sYywo1XQaUtuZlMODXBqO1BuS2pzQ5rYEdARRWjncmQvC3/O6ckOXmOzcvriVDx5YdOTRbtsk+A7Awx3KGpH/iPJlnhk9cJgiGA7wcCTtrMV6Ep1jNU4HW1ZILYONSVpGmFyGXcFlm09cvEeRH62nObYGicORLzj9hVHmqwbnz4/vikKHGbJyFzbWB+9RdQ5+LFoJp9mMU+SVI5SirEaNd/WJmExEKkYIBYWCFRKibTHMvaM2Owe1phk17ux/u5ZeEbGZWSQAtmoX1Mx+an5rt0iLHy+9so7MGbAQkxF0hCex0OXnqVG37LdYQXjTn6aBlOiPVWcB4AkCcyQvr6Riq/XXAZNUad4GRNMNhVrpOCFwSHiHwu9qZkDXhiCQ0NdNsMo946OKt17kBGpTjJy00keVyGcLqk8tswUZuQxwYxOA6ezxJ3F0fXC0vm6VmRfDKpz84sGBo2uRzsBi5xA7ODksCODFH7Vmb77k8WmC3rEhQWQApbYwCfGNfrwsEgFfxGVgj2jWLQbCJNQcb0xooc4+GaV8IFsc/1+JYFDob5Wz2Ke/GtHjRD+AZkGYBFS/vtGc+QwhOhV3/XlUNHRvrJ2XcDtKs7I4BZs33qaHq+8z6tRVRBPiWumvqrJ+UnxoY5FVfDdta2JBtbiNCyyGNX0T86/WkMiNZ+6gW6ycDCN2EoPYrp/IrmUm6aw+C6UX9AjCcxTJN8dySoX/n9YS5B5wmrXzLRJcuFBj0oJS1DF9uMQCQNNKzPgtEDbPWp1JXxwJtw9fTrOdt5fdCfM2laJEebgd6siwPHbNfLtvAh6hZo1/T3s+841pd6Nr7rIl7RVTweo7ctiVbHNwrn5IATycANrtTkrBf+wNT+h4Axn6H2b5i5rgXAMRicbN0tfqr2gj62gr/lKZZ2nCa7xhbN49W6Tn1Yzsnu/nljDD1EXMH/lboOwMQA8set5urZPoMpaX61wnPAgPMfecs3wNiVm06AzaJW0ZmKKe3M59hFRfr1gv5HrSvCfTnhl6IrTGhthVPMymkenkw7XtFkLH15BNtaEq/trkcpm+Xr5zkwCKr8xm3At6eLcGaj5q/upbhKnjBOYsAtP+4S9MFL06Px2ZARH+A0uaqAlie7CcVlqK3ojnz4WUbbSyNGeqbAh1LLrELZDno6VnaubDoD4seAJ3SOMZIWPnBqJrcPFrSeBIA9a3BqexGNzKeu9KM/KXRpvJ8aug+NF5HBDChfgYIUPsj4zPXrnoGsUIbC+uA9qEI8TNnh/hSlNS35f+tgHaSYu+Q3PUen5v3LWiw9FnbbpcF4ECgtQokQZ/6MsZRBDS4XavPrWiEvB3zq/v9Q8hb/Wx+9Ok7vwGdPwwG1W4rYUpsdXSwkHwWWkGKNB7ctcDede3CpRD5O03ZePWWpIQZdNLGULvs0zzSPLQNjvYiBL94Khnt0FDwmmjgmScQAtkBCiiCqrWVxtil8dwxUSwmFlEgzVaTXWvgtUIiZdPltZj616gEXUprY0z2KwX+MwJ1n2sxznp4nxXcTwcmEzOdAF3tozMFXeqOFTm3Xstra67ElR0CO4Z51e4GpiTxHbL6d4DSVjlCUEFo9USisTBamrdqUsrVtOUKk0qMWAeMUipH++wibtG4ewpZcrR2CqVzD0ympuS9XaLFDd2AMgOoANkFXFrHbnpyftZkQUpSzs4TN40yFmREcpIlsZ1RYkBghQ6bxJxe6hik8tdCAAdy4JDLMv6WOLb3ZxbcbR2Wk6RpZdv8iJM06oga72wrn/02IZwBhgvj3K8ZPOjvxswPBnzvPvy59aMLaGaghiCvPKPy8rCeyDfKF/CwvFbYgEi0nb3MlshYwYo3wBrs7TPrVb/VdS0sSBXtPDLQZHU5K4cN1EvJLues+taNThWaJ/mzRKv6OsAA/F0p5cWK7Vq4Hgxg7hBiVNhMh/KmxqB1zH/ZgRkcrJ3ct6hEw/QXmYNWtzC3RXbbtq7sTE8Ti/AAWLeCvQYgyKjpUiw73vf1iCDXAH7hkgQh5ytb+ASw6sHZpVpcF+KyIFsa0Om3GtdnYPNsWb7ruYk5Rd1y3xt4knyLZW/gYlm6MiOSuw68muRMSoT9soyQ3ueQF8frutZ+Sv8j1a/9bORIjwMCPSTQlQUEeReTZ6IfqesdCCTh/SR9GfNYXNjELU9YSwog3y4RWa5fvLYuuBUYCKdPgkHeJvmdcjC71ZqYyQIj942mS1q1DUSMVLw35cwEdmyVi+ov1vQXHZSPHjYeX5vfrRNgAAeuGQzUAALaqjhV0NoVfb++rJA1/CTcEfgrgyE0lgAljzU+RDGzFxtSWlI9y4LarYWpTUAnu6yGthOktWA11riuLBH+vHyuYIBQAF1aFDCwXteXhGdYBuyutmCM4lZFMoAw7axAJl5si+oFdGZ11kn9rW+x7otF4sxEu1oiQ65gU4j8pLDzIueK3m3zvCSY15nAubghhIxQ1iYupXJfM6y0wyUYrU+wLu65s2So//6aFGzZ0aW8gyDc6e9cXkjOf2DkEwpbcUopSgaGKzSRyyMtA7pEkP5ImYuVU3JxCShyzrN/DwKVHFHfNpFXGCLO9UlrYA2KXosdmS6EDlteHMDgWSSs84Ptet/MNy6T1KKdnvaM3Fh1uDGFh9NSzrJXMvhJ9hjPx4WE9kNebsggzEEBuKmk+9D32n4W1PkLh9c+aw59X7hM9S/q2d858GWrg2v8bubPcc3QHUf0RhNaq8ISDHQgwMYK0SegqGuI3ejdZvZxjAOjtRScF/7nCdN5v/M6asZF+jSsq4ZNIn5p6tryrXYMw1IAcWIuBCJxUKIiYOBQhrN1fW54BhiYG1QWhvL8nzaTjc1VqTwAOxUt72V2gQo44grNTjQNUQa0212Id1pOCstxbUbiPAi4lMeZODaZL8u26wSftYhQL6RYY1LXsfTratAxrabvVxh8ZoDJ4/C6/lsDcqkq58pZvLf+17K5S5MSiOZ93sqRKBjmPLUAAnnLXt+ec9hP6xXzp3UApEaw2POqnR6NYhRnrj3RNSBdTfhs3GQBYNrLowwotFnyMp0/bX8v+3rp4GrxjDk+HTro5X2b6p2+uabOmSf1WcbYrZboToaMdonASqttv8ck0d9LmjsXuP8esjuyYVsGyHmz18fXx7PAbYS1KnDpGt5MhVa2eNqrYE9gIKxjdjdAZ2HIgGBhfQjQ4o2z6uEcCIA6DSLyYHZsTRztp5W8rYAWp8VLm4P+2Y0JQZ0TnwwcdKahOGhOPiXqEG/bfJdWcZvL6ZyT9KVQ+AoUswTotcVUCkohPA4/Cxio9kU+uq4kMgcsTpOxgLkqcAid31Q5uQ63OHpj5mSlTiynQdmJSXQI/Swva2u6oJ/86hpBZgyRMkW8irbLAKsZyJl4V9POHNWinLbRMneeAw5o+Y3SvFpj8TozOxjR5fZ0idw9XJRkszhFaG+07Op77Zn6qaC8Xh9rvz1IiXxdMGY1Y1UStUKC+z5aBTCsbQh67S+vcv1DJVZU2UzixVCcj12SMzBE61/ZOsHm6frYr/VqxFvCgxyHtVkrltCV2C0DtZplgNOYxCmsKiGo413PE3oGbZZJYWMtIFiODQKhnGlsmyL3X8ev2O8Ugltfs1BkpRqT5wgB6ssJ/t4EcpzV70LeTfahUTPU+XXmFNcsA6wnbWo+5iToWjmc7qyeYcngsAp490XcdSBg4xyXBXlijjxsfrb8Pjtkts8DBMfLddpLFzKtDSgMTLSzwks4i0KhfgP9HRghQ+wgNCKgDAWlFAUDAu6pEAoVtQ7Is1IIw1BWy3tJeN4yQZp4zIRSAMAmTdLQgiPD1sxE2Ot2pGLWguhY35JVFSzoksPiDHKYY2Iw5bQtXr+3rCnLyXN6YYIYeAoVNCKI+ufp2XPkcMOpnD3jYkUuCh3j9Z8OUlZz4BAYABTYLddlL+cb7V1OKvueDoXJWCA7DTb16sXtU3VQ4eRM18pi+AMTLJx1noQBzPLE6/TVMAATOPp9PRjjyaVZXuZBLBLVnYosagIFASjg9SNAb16kpksbSnMNefEm1XC97k/2O539cTnuSt8uUrO2a+VsBxMBQRumsXXxvJ/spDnrB5vdT9EWNeAhccymHi5MEYLN+pu4FZaUQEIAvva8fhfGnDzzbd0/afQSqbqloFpes4GL6mnz1cJOVxyAIIOAaGWaO/7dxiYJf2iDE7AgtGPq4K/rw4SKFjQQwjz1d5pnlyiO0QG/BR/XPqa27EZRXXxlGNWIlSCEvgt6AooJ/ALX+ostCWhmYiFQmXiJB74wXA8G6uTIUwi+yEAloW2MkWmGLQuQtBTMRRm7eBowFcg57dkzOfNMBqgKgABaRc9mqM57t6Q6QKCE4HT65jg9E17p0BYcrARqPhLbzlr9c4JL1bTk/Jw8NFGX5EWkckZIrU8sJXlSQfU8BNQEn0dkORtnbltBChZbIQsf5wZLXVWuMbQzCSh/6QRsrsCCUPV9BgKmeTMuT2SG0n9XBVSAC1Byv6iHvI1F5s92dscSF2DNdyZrjIvmf2JYtsX4SRvyscnsv00wLWvnqyEuhPKspBy1AUqclrX69voGE38qflDehpRX9mFygOHgxURcBad6Lduhv03IJo3ZrrJ2zR0As53cF9sGwUhb9NKJfibEsyCv6/4A2XnQtG14fWyOaR3rysU+iRNmoe3zy+sQY+aAgtOINUS8QiOLJ4luF5a660II745GvRPQ8udMAGbt7niwaf6lDG7it10AlkyexXcXBZQcD71LhY6kDgVr8+el4WowUOcpETmhEKOyohcwUFT7J/kTMFDExboGUycicC0gt25kNyqA/Xpj3fdqp+klWSdAgRogwESwS3QaS4EVk0HDK4UGOCbi61jQi3KO9NdW2AjS4r+soU+l6t9T87mA0pdDI8vJhaXI2M4/xLlvmiy5Xtb0TxhfYwa5TYTcthDANvWt9g3zeVKSqpcxL2klhDhWHNWiAOYAuSaoMmZxhtotpVh5xfPJZa/sfW9r9XrBhaX+TFXthawpIC0gCJCQjzduhWx6vi7y09OWdqMf0qvG+Y76l23zui7j/D/H2ANpR4PLfwMFJjy72/tUmNf86RaAeN7kYZYITnGaP4RgRhVS7ywO3gQDAxwAJd5FHxkNmp9Os7wAEZTeT40FAQgLTOTHzaCco0kjjvToOcyYI/oiGam41wGrMMd5gAq5gmsae1HmQUQYBjXp629KBch3bgtPk6B2gADMqnxdezjbdeF6MFBnB4wAUGmQPb/EYtZQ8z6BFCSQbyxgvamNGHJCizF+3+4T5uXMIOIyBltHN+tDmooGBJramuSHE7MNpDG8l4Smbry+jfEVkAAa7vCSzF669dAm2pr15Kpy/b/L+TcJpK7iXe2QOEWhEMjpeRIjzlyXZT2v6nFqHrcvWDU+BwSeohW6uf/WyqDcBeR0nA/5C/Cage0yP8sniz2nUCtIgQRR2+d+iqIyFQvV2uJ5LbdpLrv1pXS2JIcABCY0l86562SZhKznk8BO1rAApallXMuKE/1nt4AOWzVgxOp9ftqEALXMWK2b/lftlQAAF+IuwGsCAfJszhp+bZcO2vRecAIMWdhnnqNLE/kQIJ9jhLA2pDFJdJM/COa8qBS1gpIIbdLoxxq/cxriHPliuJo6TUw0ClXOw/6nEOjmSFwKqAwopQBliLV9X98nDANQis5S61P5EXOx6YMWnNqjDMoWvOoTwzMsA3MCZRTophQUZt9MKJWuqEygytoBDLABAoYfNbkidIJxxQSuhlRtvQVpGyK13RbiJXPKpHL03GWVcTc6UmSeSmEDJ2dhZFunp0K0utVV1sjyfHHcVvVy1c6nfBEQWNY210DGqmLdjK6AoJPBbh3orAQMW4oJJnEWZ6xX58KkS0wTSjKZGTV1IZ2UaSkKS5q+1JvtIUJ5FKipEhEazSiWvKy2VetKi7EQza0k2qqurWXaGACxxLF8GgOHi86263oN/jmB2/9SXaUUF67eO+d70awBuT7mACjvuT38DNGu9uTDGL++NBPSizRofQ+ebLT+hYDWuqsbu6/Fs5n747Pq6X6NFaDmeGkboQngzsJgUjwcDVO94gtsicGElTkgwmgDQpCZOkyo5fZmK8dCcFE/TTMDqFh0arJunAufouhdTruyzq+OflQGAQQ0AIVQaBDLd14KsHsUvMCOQREFXRqojZId2BsdStxP1Trb8AwHwmROghBA4UG2pAAAEap3VFVtnfzgdiLV8CujoIILhLjEXADX/6r6EJCazygOeogDNmLNxZgmg8OUnBUj67CGeYaG56AkGtpoBl0nWOMVCJzxD+i0hHPH4Hi2TdpuaiSmk1vVaJErmRs5GdE8STa9LFxIVvjkbUJv42wy66O2bfDnyb3cwJ6XRclJxsaZ81yyUeY01LFklKWY24WYnXaipuYAmYVFME5CKtOsFZyXFKIfONX3MhSwYMy1fbIazb6S1LEXzNI/way98ajJmdThRnofDFHIPzh1iAgJ4nSW50yU3eR6Ja/KQqLR6B1m9VKDUtomJ31GDgj8KducydCuhmXA5nTHoLPQb7clnkeb3HwxUEKuQWdNWSynS5N9FvAmTKufCLgGDOLPfAjI5qQLfga4ola07WTryE6oc4AHj+MWAkbTm5xBs5Rt84gtz3SUdNtR7UA6lVI8t/mXDgpd6fAuA/8ZM7ovq0ljbVVyI13bL0Tq1Jd+EykYGJRHqQ8cTEFMfWm9kAFYqmPj75bnG0cve04K6hhAeYaF5JrwLDBQlUBEfAvRVjC4Du7lKA6QsX5ZEVsLASGYWhl2BgERg0i/c1HfAx0XEwilPbxCrAdDIg6OiWzmG8qsyTQEEzDOvYLgzOfgDOZaisalUGv7q099Pu55trKWR1cT11TlfWJ/T+a2eOJMIX4uqv0kh+flNx27HpKkYZBlJWXWVFLMtAR0bregMIokhDKgy5Mu9V8ntmB9F0o1N4PIORGnygNdH8XSQV/f7EC2DGcadjY0nBTkwMcKzS00cBKgLkwNuReiwg7AVCCGYKWu3+TpYmllvUX+vgV0qSWp2rKmHP4VbZnUzLE2m3Oaup6v0EgTDitCJ+vDEoCGHGymsRJMqxAshY7f9KgAgJstfkjX+KbnSeOXssNKUH05oNvf75YBiSdnliRtmtnLWfCRBFDY6d8sSLn/W7qLiZFHJ20NjJ53YdambbNTBo21IPO8nZchJJZx2y/6VZhN2xTPwg72gQOAoQzi2T8MDgJcGRBngZSByLmKFnz1oLStb/SHjQr7LyAOMApJ9oTO9eJw/TIBz45CAYCLnJ1erHIE2Rphy/9mHynKdEjNaUVWLGulAAEKCgpYtxYyzEnFjybqhBBRBVdytI/MDPU7wbT3NEEbbZEjnnY/kT/OpflHP44L4bvC4LweFwFBDLaf+bYY7ERJKpDI2pTAVlJhV0pqOei6WFqbpVa7vt4RY+mkBafcyCFQLtL3AGr6X+cH0vGcTvC19Yi6nYd0XkxUEcEU82TWnEy4dzkx8lmbl+dnBjjeIFpplsU9kxkBjVtILwhFeNnBQkYPua9ia2/7ZQkgTDCEG0KmY3uCVM5KY54VgihZ1/ab8fGPdSRwdg01re/3hwStGQLDIMBRJY6X/pqWO9O5yQA2zCHo2aie5FKfOgcYsCOKa1VeW3X9nv0CoLj2typQ6C0LAgYK+muHTZAuTfZ5LdrBgs3dpi2ZQte5B5ybpvjWgc3v9eTcjU+oaF2/YgU7rOTrnJXgoM93LCXLIxFhHAcMhcIqUEoouhR1aLma1JC93bn/wnIScZUEVcs3ApNHkoc7DUIc9YNf5UvUWjD/qeEZWwsTCpU6olTSYwHUZ6AWVGL1oqQQUi6sSAhcHQqZDIXJ6woWJwxoAQ7Jy0JY1Jo8z9nyik4iKn5CYBYYDV85xziAFjToxI30HHksOqrLpgEClu4CLFCioJaCugLy+lUwb04Mucn/bFuNcCPiZRzRN+6MdDwz03PfsU16je/H5BjqTvmbqXQtt+eFc70utOays0+lNOfK9FM1WNDAymOnzXM1XFoWWhGsEixn0RzKZNvCODFXIG3jgb4GTMCvdA+RCQ+bP/p/EoI2Yi+S/ZdCBvF5/qwW1DPdlbzIY3mWMjXOr/szYvzX5tE6C4k+Uw6vcUPrNj7qZn2/ojdM/VBLLFnaypiTE6GVwd13dgtuCFOkcnPF7R13v1Pl0zinjmv6+0yn90AAzShGMNLjSBdxgl9YfWQ4SkOui2ok/pid/rLJ37/rJwF6uA+cR2f+KtOKfeeaA0yvWvTXmn9EVFbGhjhM/dXnofJB5LGE82S3VpWCMiyV5E8Jz/MZqJyIpoLd3CICXy4UK8LadS80V/MjkM6rpYgFANbAGgCHCLUSSon1JnUu8OjCt+3AIzshjBAipJ+0DLaNVEkpSBJXBkb/OaY1cwcrs2s89NnVidWhyGvcuoRhpThBtQmsdfKLfezXRkKb2L1N5oxezshvEx4dWFgRftcFSmkbJHA+cIPxm+iLRZ01y0Cf3drvSwBvEds0gjazsNIYl1JTMbWttdjWqvXQgtGmBmvC1wtQmjkDOF1AYY1YOgTBiTB0vzvr7X9Wlplf2+LyGnqiTyru+MgR9Ul8vajehbg5H2okxaX4IdBXcSqHaMu8BEgOmWfyNppc+oOsgKheUCfe6XXg9DsdAtSu+9vBP5qfX/Ub+WThbkIowLP+NX1jtBiCxhU8a5gJoObE/dw+E1u8eB6Si1v+wDET1nvZaFkFfu5mwOeec4iOOVCaK761z4S+afd6kI98mlwi/x01XKP6xCgb2WIpavrOWPRNaqWMhTkUWqXZ+9V2zbFbdtjbGzlfKuVl4WowoJQWHVH1PwKAApSajlMnEfJVhV+pfnZzqYxaOHYeQLVCdfopRRxc+sMXvEgApRTUWjvNuK0rU2Zs1cV9Q0VsSwNnWLkBgmaBMwzdDTO0kAFHqksW38sB7MVL/tZO1K4Fq+Wji+Ov3FoTqQ2hBotkBzoXa5n7Jj/KQmM1PcePBpEk87MBgTP18FxSHotYq8n6yd4OlGsCHLU3oOlbC13oGXdbKSjzSYq8AHR9fT6sMU7Pkmw3Taqn/d8dpCHr4XCNAsjCImXKDBDHsltD622TJK/SNtW3PJ9n932zV8TJU0kSWMrvVnLh5XsbeWOiPo5NjZOgyfRMDLtnRR7nhrTIg1MfN06AvV9AFuqNE2B1/yzyK+PlOTO5KZk56uF5atnk76wjeqbEwdP7/uM+fiLj/t05EGp9x1av/L6jDwbsml+fIMZeGqVGHmS2kLV+42+2ta+k9f6hxP5/32Xi7QozfNMdfLHW0VqLp+nX6ZpbumKFDxSgmrX5FaTDk/zgmhoYbaVloFcIV4MBSkQN4wVNC3Q/c1GmEj0F1NhpUAuj1Kq/7YhiFewK7Yo5DBKB0mVHxqO5cn/TbgRGHMhgJgc10zMX5AtaeuFsJrL+zHtz4nB+CmD9BKOF32rS4OCC9wJZ6a8wbckD9savaooUn9lS3ETh5WPbx94y+0vExT6/8++G+M/NHG1HO4E67d9BU5D+s0j9icgtfzvf2tbSFAzJBFFn32jT2vO1pSBOMTKoOJ9J04+BnTgq5WprojVK9TTfmxS9LasTBp6uBQS2bOY83sEgXLBJtOuAwKJNOUqyUGTZs0pnQON1vgQKMR8Z7GcpJHkTcdVHoQESjRbodwaeLUuSdBo7s98LECDB+I0+T+f++zIAiwOg1DE7CwavynXMJn8GUFKfrAmNhk81z5uO9a++S4XMQZDQZxvOiVa5ADMu4PsCtQ0+50rKlOKLC25CePRTQRkKhlLilL/mXH/JUz46hawBbFjOBdkIt8CGsZSy7FcBKsHvl+2wsbJjxA0I6NIDRHbJtwpg1vHVA42sl4hQuO2qTw3PsAxYB/RTyIiyRoMarSmbEoXATb+V4dc7mVm2FBoyhp5s2ItX11U4BiqL7jD5Wsfq/8SwrUSeSzKZrzFlt06YEFvlc5npJxBEnahz9LhqT0CXMIS+T7iO86zUJWQBY1mEJTKLRo6ToHZf1iIXbiVKA6nPB2OEXouuHEbFgCEN6AWhYnlciJLlQ1cLz1rZb9MMj+aWKWUm/iLyShis+daDzOZ7V9C5JlxqGxzEpV0ETXx2ku+8VXIWStdLMdBaBmwOK8uyKc9ZViTaXbS8yz3NP/vZx15Lzem/NZDFdhYJEmjx/Ln5bEBpCn0/rQpa/7RIScj7o8QHVDhnwdPGUbbfWRJkn3/13hfekiwNK2VGX6zVMeL2/iE9BRiXyDTAzC3oih5KfQXEyXRaAXUG9+/OizsfLEr5JcvgcqnOwEBRC4CCgWHwJQEHr2kMpfiw7hng9KnjPMGrEL1FJtLY+V/0bepHUujWOB/pXKTcRAJ8sTxeGGgEZnlLxv4J6kuK6gqzVPIy131eeJ7PgFWYGISiPWQggFxukWvkQDgEFEBvUzMwYAMt5waoyRo1BojzPt/McDQ/avobOg1agNDDOiihKxNdWqJ1KhD5wMeAeTI3G1Mqs81Dy+sW7xfGhC7FshWROzUlUUeIQWzR/hwB8DXAM16C3DGNtl79OOSf3P5ekz5oNVSbLNxGafshv+wHShmGW5AcgPaF5/6vKQuOwVBG5ZM1E08ad29Y361No5dS3HuOcpple+Pxspw+LyfEtpowmuupMrP2QtFv69xE/VycQWambxZCnwhuSWko5FLdrUJAByr0Wf97NafcNvZ0sXySo7PV3FNzPze7krKg5kjkmq89C+e9AAC5/W4V8D37QCvMVdPvv+eL4ZKwcIcyK+ns994KF8TSODR3E87phKKObkfpTr8NB+A2Dyu/cdBKwNFnC6XHXjvEGf5GW52Jv9nrX0pyAgyrYq4P53K7AltLVtce5QuNCLIhyWMdNQch3RdAYRVxnsxQy4HIIBZko1aBGVxnz878GioIhQmMQZY8BsJmU7DZDHj3/fd4rfDsWwvZtrNQPlFOfpdMqN7zaqopDHA6XEj/LLrsKGRUKtoxFYSipi5yZi0dmbcn2mEPQBxrbMKTmt8MZT7QLYni4KAWAk2jTF+YCgcDT8xRlhw8crsVsTE1KrDQVEhpcnBBw5neMvvOzE/XsHti1EnoUIl0V6fGIhLtQ9xW7CzxBMi8g3LF+pout/hkE3qL29qZnieDxeUmD27Rc7OPnxov3v746RBswfByedrUGJJcKS3fFBhjFuzC37xd4MwyuicJC/DK2AaYZSTZ0/Hg84Ag1b/NNirep/eBpJYHAz7WUP8cbVJf5ciHucWyOnBiytZSimwNLiQzVvx/XFxGVk0maPJtjI2rv82DHGkQM33YjDETetshDHW8C7EWY5aF5uKo9zDJC32Qa/lO6o0233cm0nkBFVRN4CcLRQ8QLM+aapmsiZnX5H5e/14z+/M2WR/z8rFEN7CYmLltKW9Gsxun5kfaFLYU+XD2YILdJl4c5Zs0//TXCG/l4RkWen1zUb0T14VADQPIQCCLfWoGwpVbLjFvreOzlUCZAEGAC6OkeaBb663uBerroNZzDCg0YjOO2G1H7LcF2+2Ad1//Gn99sUXXh2eAgTkQLpTI033pgnLUymHI0yiriICnCr/QCGpJEKclBnHVgbBzBwhEM7gWJxYRFiEkjcjEScpQY3EiIwMiJuB9clt+5GUCBg6ClMz0GO848XtK5bTPmkmR+sfBTBKgsGfaJqljDwQir7TL1BIr7cq4FDAKyU7yosTIKhVku4o6nbjAjhsjkYiRrDVeyXY5JEltl+6kgiZHa3JmbidzakI4NeTxXQ9ZXrUvkm/HYiQszw4IJBxp3c5qfrOmmHxVMYZY5YP2byrLfwdTaAQjR02euol8rX3Nz5UUbdlGQ22eAT6VKTmAWGbO2l6C3V0ggq1WAWXFhFbR9cwkZBoBp5mS003Up7UEcPrdCkhlF01XuEc8soCN9O6dr0BYMZLn3AD5LMwtT6tHZRHmSQ4akw+Hv3juc4w5HQ/M4YtsdbWubspmOFAgOxXClKHMNzr65uhzmYrs+TqYSl3dY5dW0U/CP1k/PG7/jYwfdoVpfzcbAfWrrffH9b1J6KOzBDgQUB5Z47RQUwSCr7U8UwT1ZRCQQwP5u3S53Q2X4mzxRjoCQMFoneWCXhpl+zyNqACmaof4QQ45GoEyEjZbwn4zYjeO2JYNdmXElkZsAYw0Y+AjSj3hL+vj1e16KjzjboKTTyppfIHdNyCTXI8dLjpQJsALOcqtRc4igAth25Zl2510spfQ/sQpUZmtgwQReGwnGEL9DSDvTJ6seY/KAMkxMaT1duGvmhC5FDCy4JSWQv7Z7JTKuaix/Io/yULItHpKeSYJYcycoW0KRgiO/fggPS3LcvKtKfqPCJUYsozDxvtVS5G+ZDZwIGtSTOr54RKD23mFxdzQOB2XWQvcjcNKNv3PXog1cbwf2z7PUexGTWbY0R5gKn5KuGh89quiMDA7UJUJywAqqXMsWH1irM9ngGfdlhSF914h2bbDTZ+GexhSG2T4A0IYY1zv3rYkdDS5yswcoKLrtUYqR3x9VEDaP6rtVoBL0GQF65pmSCmjX6tbTz/N+nrTqsTY5fzjVlCpRPflS+ry49DqwazH6ufWxnxJLQ2zOCMu/YEoMuYPxU01svk+8jePfis/zPupFU272Z9ZnvagkoEoijpfmkTGSJN2b3zNAW8uQ/s7gy0osGssEUhfKD2jbJ7vKJ/gJvzYzhe82YV/Ke7xb7y0zSfnzy2p9p8rXfJjhDy9/FwAMKoQiw6X+r5RQaGKgSeUeQLKjM0wgLeEMhDGAdiMBZtxwH4E9gOwKwVDrRhO71GOR2xOE4bjATh8AI7vgPkDyrcDgO2rtOeZVxgHAc1EchUxGRAYgEGPGubQ0gES5dPvMGA94MFEZXPFEcRLggJkFN2iqGntwKKqdyAY6BCUTHBbr3HfUmAem4AUJcYC22dt+0Nbcm5Xnzi/QKZEaZNqRN0aWuB+hllCGiLvNCJpsRmL0rWgtgRAkafBAMpbKJVzV92mI4c/6gEXhjEU0Mm6sRzeZOYq176s+wHjTikYQ+xn2WK1rn8tMVLaJftYmbmNQEtCLmfsDM8YYPSPCfPsSCe3YwCArM+RHe1qXI4KzLaiN2mEQ4/WmmDLGnWh4TvE5bCQ2TC2bTY/m3gahuxWqEqzrf+eCi34PBsFUqkWM9Aiis2vZoxrWAhd487zrLGASZtsrdRkYgYa64ggC9H8vH1vPRZCvgUCC6GbzPSNZEeksyOCa1rrt+16LqcToFis5VcbTe7KzunQpLE6Jc6iQJJNmi8AxaJPGkDQRo3Lp9DwcqR6WjJas1upguAkpUPsS4XxpVFYChUMQ2/qpwYUZM//hrfqVGjrmqqT+2oFbL4EDSwh8dPx1egvXllcMQNhHagDCAQR2xO2A7AZKspYUEaA6IRxmDAOFZvNgJsyY4cKOlXUh4+YP7wHPn5AfXwAP3wEP/wAPn4Hmt+j8p8C+Jee3ca1cP1uggwGWISynCcg1zbKFia5uUn4RtF9D2qGLpJu1jMGCkHvHBAite2D0MOEhInG4Sg20EQVer8agDz4foYdTPh2EXSUZajlljfVuAhuGm5AQMNHWxO3TWgnnMx/U40Ks/okhM+DX7KU4ydNCmzbKU1Lqb5+Zo5IXCumKlptKeFQY4yMUTGMRc3gUVHz+5jVIuA7OxTJmjkvY4Ho69gPi0bNYxkrPAkJWlWjF4IuJZJR8Zx5T8nQ12vNQ5lsjy4we9pYIydmXz4Jmyb580HJZ4ZsgaU6Sy8NxphzHwgIrnVWpphbXxW85f7MFiZrWoyBPK+eO/W0q5+tE6oRUtvvT46DpfJ51XU1dXLHGHI3JwSn2pkiJYRctoc3TJsVdCZh0wgmNM9TZ3sOAQbaevic1Ei0yJedZqwey10A7IA5n7qqVOJ1bXJNVgGrdtbK29qzCnxyGs7xWmgTB1pZ/HVzd8yjfI6F+zxpP5qBxkDHYm5RHt62jRkYOj+xNKb5+zq/WgAK6ZY/M/OXdI1vjEfwl9xna/RrgOnMa0v2fPn/CvkI4dmGCf9LjJ2YsSnAF7stbjYDBqrAfMD8+AP4+B5lPqBQRaUDHviE+Tjh+PEBfDhgmCeM84RhPqFMH0HTDxjLI4DTKzRWwvXnDNSqGpQQkWjlcrsgagVTERMsTdIBeuiDXe8oawQFVAswsAAIm2IkgMC0N/MRYNKTBpWvkOphcdyx3hIFOHiAasVuVpurOjtKnKLLCebI0Thquc8AKdOlhuiDa6YpQ4DtkiB9YAy/pScTCoIh44njE2E6vi9cTdN2syMBtVYcDo84PB5wOh1R64xxHLDZjBjHjTL0irlOmOuEMhCGoWAcCspYMI6jHGEJeN9Z/6EyUCkxaQM7yp70P2Mki/lofQP7tMZz08fsL9Zns88hGGizwtGl6WeqgRoow7O2hOTg1CZbLCg2xAQMzKBpAs8zMB2xwQmlzInVysVbNY2f0RR5Pspt1cfCrooxAeM+KibnzHQLoyABurb0c93mIbr4czWw9bDOPxX0CwHgc8J6gHNiuJRhX8BK/SzpDfREvhLf6OocTTWC0suyj4gt+SRFxYQfQnCHOV/miPsRcNBFXiJAyq+pxhngkv0jFhYHajLwT0thj6I1Ke3q936A23g2c5r2UFTDDacGAJN1MSwRKU8V9r0mX0gP9tF9/ubV78sGWqZ7+a8AybzksTBiUffdznu5hr5/0iD9V1BladahuHEzpffTEZUPAA7gwwnz6QF0/AA8fIvh+A7jfEDBjFoYcyFwHTHMAGEAlR2YtqgbBuMGRDeY6QHTwy1weJ1WXA0GimsssfWPoGuuSlAVFX46WingoaLUGVQGET5FPP+Zq7xjdXPTQ4fkyNyiSwBCfLUammTVPBhc4hyCoHIFB6RMSbkzJyK0S5KMmG0IPR8G/Opl/Z5lHAAtA/FA2x4UqmTgTN56K7O6tOvBQEewBtjWLVFexbON64TD8YhvvvkG7374HsfDAWUoePPmHm/fvMFmHDBPMw6HRzw8PuB4OoB51i134lU8jiPGjYCHzXaLzWaHzWaHcdxiID20w5itMRJrkwmMpBXlpRX4MzTai7NIZ+BNzDaxj2MGE/37ZaAEAtnrZWiMtL/tABexConwmlFQUXgCzRP4dMTx4RGHjx8xHR/BtWIoAzabDcpQwHqwSYXtYAkuZmU3dGC4QGkJpNgOalVreyiRs+RXlFu7mT33w0IeUfof6Ht72WlN8Ulo92OXyqP4GS2m9F3O0bfxZ+9/Y5eWcdKMtX/gaWw5J4REs95e0Qpjxwc6b/KR6RkQKD2bp75f+pOsAasOcgkMNLsA1vp0DbxYRSi10eud4yJYWZshwNRG6ks39ghOxVb49ogGqCagwlG+K09Kf+SfdlVve55/gIFY828tY7lhXTcl9NODhDZ9zx8YcYvftWF1sjwzPS7mQRA+TRwg3pazZVwIAwilzpge3+N4nDDwA8bpPYbpHcbj99jUj9jRhMKMig1m2gNlBJdbVNpjpi0mDKgqVzEcMPMHnKafAQzIjYRCNUxpG5iFTPAMyFYaqMbPANQ6MJhTF4NL9jmQbiUaWvRZitzaRAyQLUeQCjj1rSfVttX06xqJAQKjPa6onAiXlLDcExQJJMQav1kVpB+kng1xuPaRHF2y30LDu9iBQr8/OyaT3sgoHQkiwjRP+PjxPb7++tf45utfYzodcXd3i9v9FpuhYL/d4HCo+Hg64fDxAYfDA+Z5wnw64nQ64DgdwVxRCmHcjNjttri9vcP9/Vvc373Fzc0Nhs0ewyCgqsKumob3aaWWx2lrmn6Q/koiqWfcfsrXumT3tUPW5ZVVs2gIgMgmAIQxWfIHM8xsX/TgK2AC6gkFE2g+YX74iIcfvsO7b7/B9998i48f3qEQ4fbmBnd3d9jt99jc3GDY7jCMG1DZCOClgorB+8G3OSoQZchlXi5CdXnGdrmQ9pu1M6CEUobRkbc6NfcCWFp0Wx44SpGTfGi6e8EDOTA2AeTjCKWPACwmlIgR9+Zxl2VexmsEZ8yH7ERnn76Ez5xkWRLSBlgdEBgdt0LfrwFOAMFq74Iz1cF2C5yjx7Xg9NcDG+/Sa/KKfo78+ijcPU6gxu3WgN2JYn1leZqZ3wBBc7pfKbq3XY/09XP8NXXitzG+fX3aWpkzrK/U5fc9/S0Sr3fBjxUusCCIvFLO70scNgNa68hQCCMxaDqATx8Afo9S32PkdxjpHfbbCbdbVVILodJGQADf4TjfYq47VN7hVMW/i4YJlR7ANL9aW68HAypcjbiEWKRDhMmbMC1x0BQA92oltSBUcbIoLOcEgEIwMyD3GKRn4IJiUpkYNV0t6UKFE+O0JQYbDGQmJDsbSC9RIHdCjEto4yjaksxpytxJmHnwQKPMPMFth4WUyGzoVy0mQGd9yBNXtEGZshV+/gQRuFbM84zpdMLpdEKdKzabDbbbjS4TDKinAZsyYDdusFUUP08nHB4/4uPDBzw+PuDx40e8OzzidDphHEbc3d7hq69+gS+/+ApffPU7uH/zJTbbrXviV7YtdGECrOpJbmOfQ7PDotegkrXBGBv7yLST5xIQWAQDopqzAyoWF0BCBfEMqnKta6EZhSfwfABPjzg9vMfH777Gt3/9S3z9z3+Jr3/5S3z7zTcAGLc3e3zx9g3evP0Cb7/6Crdvv8D29g7j/habrQCoU7kBlUH6rCQbGmcTuU0Iuz44LcikPvOtc4CARtTmfIJ2G+NaXyy/51Hwb55nQvVuBktZ+OlxlpoB27Hj9G1jyp7GmiTTn50WtCcccINtbT9qJzKXG2CHVDyrdSAwlFh7LN25PwftzLBdNbFEUEOfIcC391qctK1wEXQw1uEtgASczgl0Wn+MQFHcxk1dkqWomfkJ0Xe9kCZCs5ffPf27/fz9rX6xBBCAwovmGjudUg0XU5jSB+XxC2DC0V2r3bFK+GRdZUqEPqaYM1eFBJKMB13OgxzUeNtJ/CPY6buiYMZ2YGy2BTdTxX4+YeRHYHoPKg8YtoTN/R40jjjNozjn8wbTccBxGnA6jjjNAx6PFRWM3b5gf/sGG37Ea5kGngUGHBBoo12opWfNWdDNyAeTkA6fRQSoyVDWepXQvHd1vVXZDFEF6Q4GuFnKtqOo6ZZszd7QLgXlIQ0qFzBV5BsVzYdB2pbQvIsqUuZ5CZ5WmZDOQHPcPEkM7OQ+BmJLJRzwF5L+3213+OLtW3CtKAT80R/9IX7/934XX37xBXbbHepdxf3tPY6HgwAPAup0xOPDB/zw7ge8e/c93r//Ae8/vMPDwwPmacbjxw/41eMR33/9Lb78xQ/43T/8I3z55ZfY728wDLJsUJn1zokS/ZAZZg6NKXRpTnVA5A+MNqyHoo9CXq0DAzK6SeUWCP0wyxE4IwEjCRjg6YSBqlgCDh/w8P47PL77Do8fvsPx/Q84/PAt+P2vgYdvUN/9Nep0wsd3A6bvNvhhs8Wvbm6wu7vF9u4e+zdvcXv3FW7uv8Jw+wtsb+6w3W4xbLYowwAmAQczih5bJHQV2xBdUiKv0TqEdfqByaRGUGfBmoVBHJJlIKPt5xzHO3lJnm0fWwWU/EW4CeQx4BWAh1wDNcHq3L0BKgkwMqIf9FVrum9aC+uuaqBAj8BlBScVCQTYskFnLVhzHnTA4k7GBhRUiK6BU21kaODy2WAqjkFIQxrAIAmuZQjaODc+nUep0Js+dqWKok7u7GdH+BL5mv/iPH9QS0JdH0iUDDpit8j5Nlns2MnSg4izIbq4odv46RTbi5+rQm5dgNZ1EOecTBi3yynfuq4nnZUKFK4YqGI7AON0wlCPGPgIYEIh8bk7cAVPFZUKatmgTgMeT8BpKqg8Yj4xTg9HTNMB9XHGMI+o0zk59Pxw/W4CM+UTVDybAA4Ban8mA32/fgIMvkZEqYOTsFbDKpzzMMs1yFChoD4BtdrhRHZ7oYED+c5Fyo+JQLqFgeLuaKJQ1BLDjsHVoCe2GeignhibfjI/A/JI7L0S5lOLF8mC2QmY0PgMuQ0aBbvtFr/48ivc7m+w3Y74G3/0R/jii7e42e8xlAFAwf39G8yzXm5RGbUecTw+4IsP7/Hhwzt8+PgOHz68x8cPH/Dx40d8fP8B7394j++/+wGnmUHjiHEYMBCBdnsdtyKe1QQ9FLtpcPq+9AqIH2EFkIlq0orS+9ZyEI6c6wRvSy2hdfoCD5gYhWcMXDFAAEA9fcR8eMDp4T0e3n+PDz98g8cP32N6fA8+HVCOD9jTCW82FadxxlRPwPwI/jjjYZrxsRSUzQjabbHZ32F3+yVubr/C9s3v4ub+DW5u77C/vcNmt8dmt8ewvQGNW9CwQRlG0DDCGIU00La1Rr+RNQwA200pMB4c86lh0VnCBEE5l22AQZ6qSM8u8JQ448DK4khAHFnqdz/Iz6YXJbzi1W6FvQEAebWi1QPRd2gBQ1VN3+igap61GhioqX3cpPWQgYGJAKu0d/GKfpj6LwyC52ZBfG/z6RBxEzf3eRfHeajOE9jyKmCqqnnwmwUAOmfsTP/mWF/AG9Ese6Wx8ZqkZYG2I1rBfJ6wUl+cRwyLkETFQsoHzjZwhpgHzyoh1y3VdjUb5Th2mR6bg7gefqfuxoUZxDMwnzCfDqjTAcAE0q3f08Sohyp+9psRzCMeHip+eHfAPI0owxYzF9DIGIr4DEx4QMUWwOYZ7Tsfrj+BkEgd8CCTzhFnTFDvGJjQT8DAkCah/bQvpuXr8YuhKcZ2GZsTYbq0GSj+AmapIKq6r0/9BtRCQFzkmU4e5qLMKrUHBZyFlNbCwIBZEaACfYEW0+E62ewqmrrDHyD9jlKUyXl6BQSKjcYy4O7uDm/u73F7c4Pf+cXvYH+zQykDAN3Pu0mEUSvAM274Fm+++hLzfMLp9IiHh4/4+P493n3/Pb75+hv81V/9Et99+wOYK47HR5yOj5hON7L7oIyIA41qqukqOwv6WPmd9wq3iVRKZGHRB+/z9IjjXUE2WbNOQp180wH18QHTx+/w/ruv8f7bX+Px3feop0dQnVAwYeAJA1WM2wHD7Ra42+I0TuBpFsfMepK9w/WI48MHfPzwHd5//Sug3GDY3mF7c4ub21vc3N7j5v4Nbt98gf39l9jdvsF2f4vt/hbjbq++BuKBTYXk7C6Qb22FH3ikh0YpnZm1yVmwg2sbGxMI0d8L3wvDIKmbvTt1Lq6xZQNaDggsPseMt1PyzGk2Dq7SW0hnqKe1CVeDQKG9Z+/3xTY/zkqCVKDC4lU/D8CWDyJfO/0vtT3WF1YFRS9rbJrnJT3u4/cdx5T8Y6xP8rywOWT0mp93QCCNm2kiJrgpg4Bs0i8EGrKpPw77gfNJivahHf0GoNKyj6IXOHUhh4WkY43nhWmSAwYhaNm/AS6eCJ1Zn5D46ZNppa0LyGd8hWg57gDIts83s0EA+wDGCN29NE+YTwccj48Y+IihTDJvZsaMioEIZbvDUPeYpxEfP8z47vsTZh6wvd1j3O0w3m0xbAg0VKB8BP8wA8efGAw0XeCC0dZGoB2WhLozK/3T/whGdOSDZoQMy9M1oiAOcdBUpoiAHBL0Ozt7ga3JAxA/ARPkMDBAyRTPEO1flwxs6eEJ4lsINxgDNufFQKW2y8LaY/VND/TACqlPoUF7SsGRTrpSCka1ThweDyilYLsrGMYBTGY61fEpgzPwgQYMtMGmbrG7u8GbL97ii198hbu3b4FhQNlswZXx9s0bbLdbACwWBhBoUIEFUmBCYC7BBFI7G3bJy/lvyxdmGs5klS0D9owUHMmdBP4YJk4qc9efDD8lf54wHR9w/PADHr//Bh++/is8/vAtTh/fA8eDCP+BMBZx8NmUESg7jNMe036DQyXMLOc5DBsARSxOj3XG46niNKtz2nTA8eFbHL8t+H7YYLO7xe7uDXZ3b7G7fYPd7Rvs7+6xv73H7vYttvs9trsdNrstymYjFoMygEh23QjzU58Y54xpNjkI5dRJy/4WRhjZALSUfSFlOoQQtOm3vbkQQsbgugU3maG9umn+FDGX+nzLRSOEdr69z74bGHACS0e/hpafLvYxoavLBOC8dQ6efzRzjcV31hp7amxn0VfUpTDAkUHHYjYsC8jp03CbMhXWz8yHs7NfSVaArMQEz11o9VZFMj6YqmQ8uhH6iPplEl3LM/G/FRl7NlD369odBOYvkNNfCQWchSzKsrkD+BkWmYIDnplFIM44t6cDCzAYimz3xgxMqBhM3mAA1xFj3WDmPepwj+Fmg91bwkx32Ny+xXCzRdkxsHnETDMqTpgfnzrU/PrwDJ+BIucMJCRqVgFHqb5+7yufSliB01bRaePdD/i+10RAskphxvZAfRYNPiQJGKSBc2ZWyQU2CsRJzxgXKWjQS5JAAVxAIuDjjIMzHWXCCwRZq9DHDpbgE64VnPEOlPeky7Go8tUOd5mB0xH04YNqU4R9kcOfhFcy2JgBhNig6UEjhqFgs91js7sBDVucKlC2e8ynCbf7G9zsxSoA0lP09Bx6VqZtCLkytSORwRFx1z5jDM3TBJaUPlzSAPlyomQDjByUtnzNkcTBs5CknacT3n/7Nd5980s8fPcrzN//Gvz4EaWesCHCbjNiu5X+IBYET4XA4ygoHbJUwNMJ26Fgsx1BY8GOCZsy4TRVACcQz6gVmCrjeGDU0wc8PP6Axx++BsYdxt0Nhu0e43aP7e09djeynLC/f4PtzT32t3fY3cjywjBuUYaNgIMSjkhGU3YugAk4l7ccgp+75w1zc9JN/5NjCX9GBjJSBDFUyNmhlanRdAnKKIkxkIFHBGbxWNlnJE5tIwNxfiEayzKXCnQBBnpQGAi2jBfWhBVhwbaVVBuX6LNh6g62rBFBm5Is3mWcFP2uNIo8GEmhcbpPAM6BXB6YEJzGI0sCBIUIZRgCENhx5LZEmg4fg/159gEALgtWht9J1KQPntw0p+HIkQfpZ2wv7aFVFvA2t4MFNgw2HqKJiJRtH1/HPJe8EnPxvFLcOtjHM1qyLdVuQGaAMQA8ervk4G49sIxkmWAAYbMZsKUdNvMOQz2C5xmMgrmMqOMeJ9piHHYom3uMuze4u7vFPNwB21vUkVDHE2r5gEqMGYx5M51pzfPDM7YWDqoFmGiNK3MMFcU2wV5Yh5BuwEAiWoUS3ZhamgQUrFQdiTAx5e8RYvpn58VBGaqaFr0eNZYakNfQ9K/INrHsVduXxYj2AbZTwei5BTPOkJ0Rpwms6rMxKwM8mitqnTFX8eBVPxWM260sGdi5DN73tp3TfBF0jMqIzX6PN19+hZkJp+MRmzJgKKPX0848sklQnY1XZ8jO35rOYDTMNptmdTzt0qSwIeVeCY3EwAdxZt59eaIdCXASITCfDvj+m1/j61/+JY4/fI3b+RE7qthtCva6E2PcjVKXiTEwQJgFTBSp/VxnTPOM7UZuC9vsRuxB2A6EaZLtHgPENHiqjMNxxqnOOPIDTsdHnB4J08cRso+BQOMOw2aPzc0ttrdiPbi9/wJ3919gf/sGu5tbbHd7lHGLstuibLagcQeULbgMakGQ8zR8fdjGJHCwA0lS5m74lZk66tNvTM2c8js/YhZqGXKdKnGMifEDEbJGw4kgBKHCPL1N+2ISJ/2iJMmVVTutOtYsB5o5OND7EHSGitJfnRyKz5AgELtPwAmHU6USdm2JWPII7BBSxTF7SkLpeeSX57WZz1OBPj7k25VNwPt+fu9K6btSijj1UuKJ+j6NJBqQ0VdqLRjftLi2FVOfGTCSWCX18JKSnLtp482hd10Et8/MoXqFjXe/wwqT+X9fik8NWraefACbCgT9coCmJpaSNrPSqpF6JQCDdGM5gWiW+eN+QQWFBozbHcbNHsN8gzJX1GPBRIzTuMU03gLDHTY3X2Cz/wIYvsRAb4Fyh7lsMfOMiiOYBlQizJXAwzsAx5W+fX64HgzAzOizrovb09RJAIJMJE4BKWMxRpM8VoPanVk50/FJkMtIQKAXyGRlBjlkuWdrmeLNHcPrWgPC8c9Erueuz+xEwtDSVjvKJ1HscIATmE1cZ7AU30XDMP+HGsTp3SolliJCfZ6OqA8VM884TRN2N3tstzuMm1HWpQupz1XkwQzUuWKqM6bThOPhgHmaMQwjeAMABTXHh9hJzMqid8a4EIr+M+CRVpcb026wj0XfrfGJ7qVvmLIZbmXq5sG4ftCcJyvqdMLh43s8fP89po/vcHczYn+7x/1+h91GT2wskD3nxBgLAXUABkLZFJTNABpGMGaUYcR2N2J3IwS1321la6x2bwVhmioOB8JUGacZOE4Vh+OEuR4xM6FWoJ4+YDoWHD8UPGAAhh3KZo/N9hbj7ha7m3vsbm6xv73F5u7Olxu2t28x7O4w7m6w2e/0qGkCF+uIAaRLN1xtihDAA+ygsKyt27UejeczBvWvsUGzw5mMQ+tW3CAOHWcT6sYZQ0iQdpA5gVZLq3FLAZhLnEnAdjGPEivJ1ixdFPKihQ4pgALSZVQNzMmUxp2Syi0+UGm/EAHG6xqZZ41XNOAi0niQzlUjEG1zWD+DF5b8XQ+2KsnP1NITAYMtp+JSyPXpw1JoWhpXt0oI15krapU/EGEonBS+ZU6kfWNgT1jw0pQdhhxqEzs/PFdLa1oa48zzvS0BKvx8lFy25rEowbfOB9vyxUvlpcystCrxCUChChTdC14qyNbEIFa0ihG17FFxwFx3QNlLr+z2qMOIaXuD4+4NeHyDevMW0/YNJtyg0i142ANlwPHEAI8o5UZId2IwHfDTgwGXv8YATWAYsw4BbwK8wIg/gYdE+BbX01tKSjAjWQScEvy9fUdTp+wYwwRwSbp4Ai0xZdi34eSaFFBsEdbMmrWvUBgS3ZqAJ+G4NqtLbxWwNAoO7MhOvRaHtL2MtHtBC6y6ZkoA6sSYHytO8wm76YDddoftdovNOGIYBjErFvN0nTHXGfM04XQ84ng44ng84nQ6YZ6lLNkbGwxdJkQ2zWuPsU3ZbvONanSZSXvVtb2sx1pXu74zn15Gff9YB7ePLWdR/JTaCEJbqCggjES6m2DGUID9bsR+v8FmN4KGQYQY5JaxSurER4QZwEQzZmJ9Lo6U41CwGSvKMInPxKx+HaNYF6a5YrdVoV+B06ni8RGYZrn0Zq6M08yYKjAxcJyA4+kB9Tji9HHEibZ4GHcoG9miOOy32NzcYXvzFtu7r7C7/xL7N1/i9s0b7G5vMO42GHdyomQpWxQafX7FvgoglmwYQEHhuIMiH0tdmRxImLCS43prkGqR91XzNWDOIPi9G0YRaomy8cpMXv63E0MlcxGGASiMadcCuT6YIPMj+Ue4wSlZjRqL8lmhmNI2ZJbXg7M4yhkbgrCJKfDW7hMh409GjwS9thbJjN9f02tx03W9NkRWo6xEeYUbKJN+GnMKXtg0xXrHstLErWCVOTpNsyy/lSEfk7Eo37rasY/1DwXQkLJ6K658OlC0ZytLP34OQZIzSyjQZBt9mfmYVq0pgVMy62sjQqV9uZmTFSTYeFS97XVWnjLHNnr136CBwThhngk8V4yzLBuUYQ/s9uD9G9T9l6ibt6ibW3DZ4jhvgbLBsBlBhfB4EofwDQO7YYdtuccwvAPwftFPLwnPOI7YBBA5sQvBt8TWvxe+kkDCAgzkdNQ+90yb2d0QlkMJlTiOyskmYxMxaT1KCZRRJHvudusB+YRKatCCgaCZXcYjGUXuQSdSM1KqiGVr/VPJmbCcgWBMpubpkb7JATeMWTze5wnTfMLp+IjNuNG/Qba0mS8BV9QqVoTTQUHANPm11BV526WVwwEGCN2WZvZ2+OEySOAh/ZZ22kUTCKcvmDBPLNhoKk/eqM6ifNLLrKo9UvorRNgMBTebEcQb7Lej9ImCo6rASt0NfecJCoFLFa27DHKfwyCnXxaaMA7CHIUBDBhGgAbCWNV5S8dnnit2m4ppqphnOf52roy5AqeZcZwYxwmY5hlzhYCF6Yj5RDiBcHgP8DCCxhuU7RtsbmWHwu2bL3Bzd4/dzR77uz1u72+x39+Ib8Jmh6FsAHNKRNF2mubMWkeDcXZ8t3oDJpknKwcE5gGMClDFzAaakCxEpg3HX8umAzWHz0OMuCQtEFdkW5owgzQJCIf5qQjtVGZdAggaDUDgzOhiCFIyHpaWvdAKsJ4Es4e9LCu1Ck8p6bOIBcSUKbegdHzOeGXD7hJf9R/r2OZ8ONcP6blpwki+SnJSo/AMixPOiLkz1gEBN0XEL+ctrRblyzzSUo5XnD5SpsGnha4NCvS2HfI4tODfbSeEPLEMDNRB5UbRcfObT0lr7scPhzIEyLLyoJf5MRfME6POM3g+odKEcdDFuGHEuNmhbveoZYNTHXBUf7ZR++TEFVQrxmJ909HKJ4ZnWQayscctAZ2ICuG8BgSSo2AmKi0gA4FAwNSMV1+nPKGMxjoaislGK+lB6qBmdYD7TRXLpMt4zVcp+iANFMKJEU6iQck2h9jtaaRMkr3PzGETOS0XUGE3vTJkwjLPmKcTTnQUJ8FBLopyh0bIZUfTPGGeZtHMk3OesWIY8tY+rZy2FHrn9oio63gO60DVfd75YJN83jyrY5hNaM+GKHYRLPo8JrVgDDMkEwrHMbjDMGC722IoG2zHAUOxkdA221YiHf9SCoaRIMvz4vlLozB1MQ7OILLT6irsnItCojWNg67lF8LIImRl10FRz3bRvmUpoYqmUAfUOuA0Ew5TxXGacJorTjzjODFOx/c4fPwOj+9+jYdv7/B+d4/dVnwLbu5ucPfmHrdv77C/v8f25h6b/R3Kdo9hK/dO0DC6M6Ic6S0ez2JqtwvH4HOIjRZUSJsTmNxlRagl03KyBiTknX8nVxG5vNRJOWuBRnNFQRcJKGNCUXDMmKUelaTfWYSyLC0ILTvTdxLheOLzP1h+7CxqhQIagBr8Q7vJ20hpDz/pTpAAA0jb/UKQutXAaDDTsrO8VpTCY65BlNQqyrFTXTOO4GaoIsc8x4j8pEd3Ziby9hhfW2OF3k+rNaWV79S9ya1czn8T/hbPYhaYdaEvV+jLD7jL49oLBbZNsql9bP5mwrQH7YtZILK2VXYDcalCi15DuCVNrJCMUmbUOgE4qh/MiIIJ28Ky5Ftn0FxQatErVEjqxQXzLNucwRPGckLFz3EcMYKYAThKzOguCLkHAq2fQG/uopR4FQg0wrydtM3EagSnxPc9pikt9QRgUSjbwOBt64Wx7WywkCdzw1TzxEyezJaaUw5GNSK4VTvyfCI/s7wAiL3V9o5I/AFQMU3AyatN3jZD+5lBB/LWfvcxNaZve8IITG3NnWfpOEu9ZkzTjGmaMM8z5nkGM8tFSXqokWthmn0FBTixOptz5xn05QxB7hcGV3h/VQBzlWUaGgowFxTS40AUlNSq631FrDmFxNGLILcZDkUO+OB0RHa7pizwo/IM4kHrPYNJrvImKhg2E1BkmQAMlBp0Xas6aIIgW4sGnKaKxyPj4TTjVAnHyjhMEw6nCcf5CD48Asf3mGiDGQMOZcS77Qa022LY7+U8g5t7jLd32N2/we39W+zu7rG9ucO4v8G42wPjFlQ2GGgQJqVLAQUk/QXTtEjXW9mdVLkUsN1GOlcHziYAAgiE42wmFehhYMLlio+ixBt0bqm1rrL6x5gToTwTRCF7Fc2KW6qcyyBLfsHEXVylE0Vd4TB6N4uVKRQ+O8mfFSI/CdT/FACEw1/wF9/6Z/k1fFH7KeRdt7QRaew7rb6i1MPJzqFzi1L65luSgatxOr7lFr+qt9aOcnPsJaXIxjYxiJRpy8+XsCf1P3ToiFOc0P6T1AAADES2qBX5LNh9KyvML0CqLfTQqm5KU2Z9UnQi/az8nAcUbMDEKAPjRFVPirXL+2a5SZZmlJFAQ9FltAomOROFMGE6PYgywDvQcI/NuMUwbPXYnA2+/eE9Dg/f4u4W+MM/uMcw/ixbCwMACKG11BSMgAMoJI2B/Tea773A94IsU0oDlwR6RM2/gwgCeNhhJ6msFNfMOSBEu9hIILXXyK6fyNpmR6+5LQiE2QZO62b5MTdxBBAgeW5L3upXBfZ/0PrLGrctr87RfS7kObJORSqhq+boveyu0zXqZrzVxjXPd1TMteJ0mpIvwhwOXuOIOg6Y1VRvQoNKwTBIHUj7T6fbSt9FMKElDTNgkICmaTLDkDTjlJ4EvpBe61x4ll0a8wSuE8ATKh8xT+IjIHePkTBErYDcVDYhAJNsSyX9HHnGQGiEailFzm7gijrLPoNR737nSjicCh6PhFMlTFWsBY8nxsOh4nQ6yrLD6YC5AsyE40dgHgZg3KBs9yg7+Rv2t3KHws2tbGm8e4Obuze4vXuLm5t7bPe3GLY7lLIB0YAyCGuuIEwqHNloR86lBkiAUixjIc7+QtO9MBJyDcnmnxIoJ8YazqEKpNSHhnTXiuwwAGopKMqYydYqGEBRAZGXqCjowox/WcaS7gvXmaIv7TpqoR8DgYXMCtBaNu2Ev4b3rHVE7hMG/MwThi+r2TztWEhH8cZiWoHHjYC16U6pvYuR8Q5xvO1ZygPjr8X9SvRsEU5t7Q4k8t0qS5aL6OO2Pk38rq3CA7VyHJmSJeJITCQ7dpD6Rvog5mvD+zIv0B8VFXa4FGmZtqNpULpwsGn5VBYnoTpj5hk8HTDVDzhNB9TTjHJiDIcHbOZ32Jfvcb//gM1uxlgK6gxUqpjqBJwOOM2M775/h3ePAzb7E958dYNyKjhOMx4ePuCH7z9gOj7K8fMz+bi/RnjW3QSyD9+fJMsAFpMhm9Z8LRxQ5JUHLDRfe96CjUjba/QLv4MGDMgaDrtZGE4UrfUgTao8v4xwAXSlpgc2kaz+wRXDk/YMgqb1n+xcCwhij74w4W2m+9B8RCMPcJYZlhIsoh/ztiebUCKMA4REMI0r+kzGvgAc18FyZUzThOPxhOPphHnW8+uVaXKtcpZ2rai+gbqAhkEbp3n3fcXxSf4zvoHD07zBkkR+0l9s2SoKOGS4Bme+DKoVzDOYJ4iAmAE+YZ5PYN4oI6jiB2IXuoAxDAwqwg+KajADBBjYckhhGYOZAT/XnyqIJhAxhmHEWCbQQBgGxjgA0wTMlTBt5YzyXWE8AHiYTnic1Foh6x6YiDDXI+rhEXUaMT+MOAwjahmBYYuy3WOzv8P+9h43d1/g9s0XuHvzJfa3b7Dd3WCz1YOQtluUcYPNMGAchhD8hTDpSX9zrdIejulZfOkAyDdTOhDIg1raOWHLZPKsqPWgiIe2ali1zgAJkOLKKEW3trLui68yxqhm00iG2uY44iAorycDMC/+QZeylIc0l/Qk2l9YARbEaiFbGzqyNkCfBCcymLVIKb0pI/nZakgAbT0k/utO4EkbJuFepQwYRwHBdqBRtmQQzFqIwBdN27n53bx1ppd6zfin8l8Dkwb0fEsgObz0vFnrInmVlGeDTZqyrTsDW4hBP5wHGVS1XK4K4GdZ96/yN08V82lAPQGn+YhDfY+H+R0Op0fMxwl0rCiHB+z4A97uH7D/vQHjfsRuM+CIikrAXGfU6QQuIz4+POBXvz6AxiMejhvQeIOHgxwr//DxI/a7gu14g2kSH4TXCs84gZB0aHWdJjFcf+/P4BoeuomT7ziwdDDE1Qn3SA/L0FL4e8p16IGBO0qb4CAfeCPTYGip8gCI1Sy4gryifPZ2c36zwBUZQEgwJhl5ZnJttXATqCEM5wRwtX/sYBZvu4Ih7f/w7Cc9kjmV7ZqKnKgXHrtdhXPfAjDP7qpLAdM043SaVLOW07bsMhRbT7WWC3/WiccM1rMN4nrUtivid5q5CrfYTfeyBY1Y8pWj2NnzlS1btk8fasm2iS77gkVAsywRDNaN4sXrVyFD1g0LyYlv4yh1mjErDYowYfXai5VeGQvZRTGD5GAD8f8oFTOfpG6FMY4A1UmvPh1RhgJUYDpMeJhPmE9HbPc73N7usdkNmJlxnGccpwkzHzFVub9D72nE/GHAIzY4jFv8MO4x7u+w122LNzf3uL27x/39PW7u3mB/d4fN7R3G/V4OrxrlhMqhMk6qAblzKERYkvm7OOk61MyKZOu/xUG/QZ0MsPgNMIlrp92Hxyx0XgqDMcjSAAiEWU84JNmW2KLGXJOmbnZIEiAa/zgQhk3BMIyIQ8eKO5w2S2tOkDa+QbCN4DkjvEPAJcFEARwaHtilXRPyi2fOcy4DBptL2f9L5r/4PYwg2T5vy2TeqYnXLeRRkvJr340Hu+CHK1WiDBKY5HrwoBVRVFi3uvoJkivtZjKNOcr2knwroP42XKH0MagSIMbQijrN+jdhPp0wm8XzeMR0OmGexAn7dGCcHiccp0cc6w848EfxC5gAOjGG0xE3wyM2byvw5RfY0j22hcCloFLBRAQujHEnt9BOx/f4/ttf48NDAY03OJ5mzPWEzYbx5v4O+/2dnoHyM4ABpxWfudQSEEzY29IAAhVYPHOqIfJt4SaMfV+0jTBFGbH+1k+INn6sBVmF9JU/YI+Xaci24nNElqRMqXUhh5qlifTZoNv0oCdatobn/k1vOT3wQ+C6+O5sp6YXiRcslcCyxpfa5KFGO5ydkfWEi2u9Bz7iiXkzgIUwfz1Yw72OGcMwYBwTffjYJQijE9afGF1cUGecThK3dTOZSh0idayschIesWyYHJwMRdvwbY0k/cZgxalqHUAFSNasx3HQc5zUWoDZT64sRCAMylRENNmhVFzYTY4MlmXuWfqhVimj1hnE4qUPtutjAeYZKEcQFQwF2JQNxg1hMwLjyBjHips98ObNgP2NXIA0zbM4JTLjNFUcT3KWxDQxTjOJJnEYMA1bnB7fY/7wPR42O3zY7rHd7rHb32C7v8Hu9ha7N2+wf/MWu/s3uLl/g93dPaiMGHWpZChFdyiw+x3YZLPhCUfYlsKdDuSQATgvNjL3qAV2BJ8JblbH2cIsWw6ZQVXOMSQSx9pSs87ITbFh4WJxvrLtwrpsN5jTqAFim1dLabtojvOs5m2izy5wFyfIOndCFtJ9gRaDmupQMwZnQpskJ4adWEqctv2SLWlcSq9zPbZJdXG44cdkAjnBNYHaBawgNjAH65IckN0EydsfFSKidAIrMDCpnYCj3lyBWbda11n514R5esB0esTxeMTh8YDj4wHHwwHT8YT5eBAAcJqAOqs1T3ntRAIa5kcw3mMoB7mcaC4oM2TZkWQpcVAZyjPAtcjBYsMod58QY3uzwXY34PHrd+DhA+7f3uL+zVucpiM2W+D2zR12d7eg4QD6OXwGcueHn2SribfesqGZtgI5f4SgoDSYMaiWrz5Mgw203xfm/nZGpvKpKSaKTRYM/d6dJQKziOTJl1lOK/RNarX91Ai/M3281CzSe9dmLE4gZNsVIeus6DiBMhyOiReAQPUUqmAMniLEWGJwVFDVRcdMnKyTbBhMi8pAkXWJIulP2s/mhBSXRHlrNKlyHz8chtvOYQoPYu/r+GM16wUpVMC8b9XcbNnL2T1VNY8ZrMeJlsK6nk8gCMOgOmlukvM46pkFM4tQcf8EghzShagXqfWCCHNlOYOACcAEMGHAgEF3LlRS1KYil+zueT2quIyMzY6xvSFZf2RZqgDEE/x0mnF8nDGfCNMJmE7A4VTxkY841op6PKJOA6bHAXUYMW82OIwbPOxvMN7cYry5w/bGDj56g2F/i93tF9js36JsbqQOEPqppon53QoiQB2MGuPnrI2hOxGGfUdNQ7lUfL1t0CwKCLMsuAJlVmA5g6ozmyAUpZ18LXnMyRyX/eS/7CcfU65jUMg/O8GXJ3LiLS3HWAaZBpx+NNwAQHsWgE0T42WpxumB5sPxznhGg2Oa9kD9KrMPBYfgTUXFUmUw3tLUJWXcLDWztkd+2bkulVhPWzEnU6hgNyseizCH8S+viAhaBah+lkmt6sg8oaa/+XTE8XRUPxx9Nj1iOh1wUs1/Ok2Yp0m8/m15YFar42YDHga5WaASgBlcjtiWWe4OUKdXnsS+VVicnQttQbQF0wguBScexSdonrEpFePuBm9/8Qt8+VgwbO5xd3+H/c0bMDH2+4K3X+yw2e3APIDodS4pAp5za+HKNwAuJDMhZNLKFgUTPnZQyRI5okvbm80uAwIgliq4f8fpOzUyviteAYM7zyVt1mri2XTt7JuRmVzbtIumtZLz6uNRlzXgwtwZbhaafR42mTSvbLZlR+J9Y8IKQajCcJkVFJhgJ5RxRB5/90RWR64qpgWYlYC0I2oCA+uDsh581E1+kPoOqLY5s54U5mXZlkDV/AjqiKauimrlkCv2ZhDNKKX6yhaIxSt4nkA0gADMNPsZAnVuD9Ch1FYri9W7GCA9iEi0AdNcRBbYgpyNVUWdJ3BVoKVLI+LsdALKgGEDjCygYTOOslNgGnHcV8wnAs8F84nx8HDAD0fgYa6YWG5Lm+cDUIGBB5RpAM87HA9bPHw3gssouw92t9jdvcWXv/838eXv/wl2X2wxbKWNhQGqYvJ0BcDIzrSgID6Y01mj0RKrd7XRpNAYgeO43gQiqjOWIqcSYdLFM9vspR8c9WmmSd4orXV0yk2WL4PBvoltlTbzUqglDSGeucdZ2tWHC+Ooh5YDF+W7zTXM1uSIFYdLqSDOq+xRBrcZ+LvSMBu3eDXgQuvkPF6dLGHTPjYMtxZhA8fRMwzALxoiO8q9wiydvkGPK0hBvW/PVl+RWOefMc0TTqejmPaPR5yOB5wOIuznSQT+Ud9N04RaxaufWSwFReXJQAXjKOeJ8EBALRhKwTCIxaGw3trJE0AzeGA5sEyX1Q4gtVASCCOYdkC5BcYtZgAPJ8L7GTgOFfPIGDZ7fPU7d+DhDea6QxlusdnusNvtcHu7wf5mANUqykcN5e1Tw7McCNPxPPIMAQSCqAwY5MQX+HszG7CM6DIiC+GUNn2n7rvJPbMK2PdeJ+iAbpRjP7zZpM1bTmpP22S80txz7WwK54jiAr6NlpNTen5G4Wjj9mgCxqZtTe7MaDFUi4/JzCqcHLil4XfGrjLSDlvJToLMcSqb8fdMTdHaNSLRfiKLQcL8U3pXJKByvlgqOanQYtput1kBTMAI+16jeGVyJtRmnuCaPKBbG+UfF2NaKtRr1eNeWc2wcmNiKSSOSqopme+D+H0KcGBdSgBYwEplEE8ofEKpdidD1VsY4dtAeZR+mScCjSNwJOxmwjQBx5kxT3IHA7gCdUI9zphPR+jZjThhwKm8w/7xEfubN6hfHQVAcQnwQoMMhCFZEqEg/a60knalOIX7DrSW5tyBHHakr57qRnI7pzk2su72lkOKil0Nk+aCPA/LQOZiES/0BNKzEJIjMxuRrc2LsFw27AixE6h/l4OX0T6IGlISeMYHEfVbnLZIARCMeoOP5KiZKfvE0+9yDgUrHYayoPQkBu003wMoGQgQK6oNojn4at4ND415LbtvxfIhPCExEGZ17q0gnjFAfFdqnf3MlHkWf6V5mnA6HXA8yt+Hjw84Ho6YTvJX5yN4njS97QISTjaOBcMA21SFsRDGoWC0wxf1ACyC+hNBHQxVUaiY1XeIgQIMg7aRBoBGVGxxqhtMuAGww8dpwvtTxQEDeLvFrBu69rd7/GLY4/Ew4DTJ7ho7Zn6aWHyzporptE5XLwnPPGcgBpEWk6OTgP6+/+vosEtKOYITJzVxGh9S/U2Aa7WeR9+GJGg8pgrb1aJMqFl7kQi/CSG8l7L4DBc4E87fHZ5zXM/TGJBUiZex3OzYDQDHdEcWemuBfe4o0lJDvd/DQG0NTetGMPigBKmTeX8b11vvAWr719yMYYtWuW1RiLNFrpirmPOoMqioBFDNRZYUJj28KZ3HTwy4tmDxAbnBcwbXgsonKdYcVgfxR5DdHbMuhch+YhRWhztgJHFCHErBqE6dgy5JgM2Pw84xMFAjqlUhxliAbWFsqWKjcRmz+i7Mji25EAA5qngkxs04YDPL8cNzBepcUOeCeZKTEI/ThMdpwjwDExdgGLHb3uHN3QZfvr3Bm3u5W52HjY6M1KuQgS1pix+HogpmYT3LuBVTgkEQXvXZkThWiYouCeh2QBqkBN1RYBaoGbKMJeTEDujJtzDYX8xr0k8RgTa/jemHtWM5o4IpUfM7vSWkHBNATQCCgnmhIdxmunK89n6CWFMSwwq+zEbey+pq641r6Si0eXlR/fIHgTBEJZrn+s94pE76fB23WxAIkPs0wpo3jGGHKer3w/OEeRZHvdN0xDQdMU9H8PGA0+GI4+ERx4No+afpJE5+08m3B8/VAIRYAAcw7NqwooA+aEAPGBsHBSSy7CD+RrKDxrrX+gzSDAGkPOuhQoSJdMmuFIzbEZXkFNjDXHCoO/zwUHD4cMI3H46ou1uUu1vQZoupyDwEn8C0AUqVMwmKnCvz8HgEUDEQYRw3OhavE561m+AcmgxatDjmiGaEYevIbX4utyy7poyWqcMFHQcAMHpzpt8+y8U5EMj1p1Rvf2QEDUcDZS1u3zcJEMSjdXhwNhiDiF65HFVDY5EwZmvgxd+2bQKQNAg1w/E56JJWUDk/BfyAJDYPc53OZip2BqyM3ad77jXRgu0GPF8EzX2aGVuqTBYqufbh3x1aaZ2BWhilFhDPWhedxDyBeVLtQ8RZIfkzIctcvD1yVfKsdSA/e15MoSacZvXDULBBs9DhYI6HYjoci675g+00ZACq3dew1mRhWQgYCdgQYVsIA6q0AbOsb9LsQkeEsiwn0EYAwcADgCJr/QxfRphmxuHIKMeKYWaUacZpAMZNxe0e2G2AkRjFjmO2ffZ2gJDOTcVNDbSUcbSB5BhHUjuNrydTaq+Oo6AJeVMK5DY40rGSq49lJ4jeJ6/bCV0Qk1oHFDRUpUC3bOpBUaK5xr76kjzas3WynXRpGaEJWl8K19wGECAOMwII0xyxZAoYSI5xzwzO+RlDD+UhX3IzP564V2Qh1hvlySxSVqo3MY1BpIu9oQ2/U35fQLD7s2rDgQC7EVGis2zN0/V8QNbmMc/gSXxapuMBp9MBp9MjTqdHHI8H0e4PCgaOR8ynE2pVID9PAFcx35Ngx3GQ+TWaaZ/Y69jLLh4HuR0UuhTDVucaPUjBX6xhrHKPaFTLn1hWmEbwsAHXEVNlPMzAh9Mep/cDvv94wF//8IjN/Q43XDAyoR5nEI4YaMBmQwDJXSrjuMVQRsyzjNh+u8Vuu8Vmu8drhevBABHARZm/9oB+huac/gz95cmM6HRjnL5TDCm5FecJ5S+6P5nmkD6pe9fQMMX75uky7/YbJdzQlHY2cPPfhdirL/pJ24pNgNwM58VQjmt1bqbgetGZnjn29K7FDh7YCmgg8XY/+4AcNDkDVt5PhXyXRsCEArvO2NthB8qgb4fOYBazL6vEM0Yt25Ko6xMV+LUCVU7+kjro4QA8gfgE8AmECQUz7KofMUlLHOZBjmYFEGf6A3JITsJZpDssWI4ull4IE7ltiBOmBXEaVBAR8Ij97N5YrrC5RA5uC4pusZMDT6Dgo7I6UUF8OyrbATsFGCoKBmFeDBAXYADGwthWwjgSNtuC08R4nIADM2YcwI8/4OGHX2PYfoHNtAF2dxg3G2y3I8owhkAcBj+sZ+bqNOBiwIeZ05CSOk4GEGg26RWdS6UIaGSgYIDfLMG2TVU0PgaDqswVE7Z2d2MFI7yDjR8pANAtbda7djrhYl6kCRD8D8jN87eZHP15AOICwofDiL/7//kdvLljHI8HbLZbPD58bICxjHnBZrvDdDr6uQin08npYre/wXQ6YbPd4ng8qJDtppD+cG5GVpuoFzieOJOh9BOAHYeeVjXiuU1TpUVWRz5z6kWdUbni4yPj3/uHbwEefRmJc3xNI8/thFKdFz6fQru3+pB96jxBDE+0gNN37Qf2k1qRLCvGvHpebpl2qo3ypQrFNpUUeRGoEHb/yRZUCqa54jDNcsbFOKYzUQYAA/7lPz3ij/+QMG722Gx2IBqBqlukaYN//V+7we7nAAOmZbCbdQ1ZIkv6jjCygSwAg/+vA9Vu2VOmTvl3oO5+O2MmaugAeobJ5uUWcpuE+tuXGJDaAPiBcr5el8ppRTwvy2p67UzI8jonaurM6cUFoc7W/ABANhETjbaBu5z1v2jjSiJmxJHNMaFM6IR014NgNAKnSWdOcKGvMEADfIeK309PsHV7pZJlw5v+W9HLdJ1e7NAVoElWNCrLFb4GQli0EqITCiYUVD9oRIS1jAVDmUPRsSlVJQ07A7R7FsyLGWzavl0FbXFlrVH1WGdoMo6cHOmEJPxWRRVQzHo16kyYZxKGSwAVQlXNba4Vs+Wja6+1yvmCYsEITbgMso2PZxsbMUUODIwz41iP4I8/4MOv/gqPDwDv34G2t9jtd7i9vcHu9h6b7Y3ch7DZoWw3sJ0qlcXV1BktFdhFVbUmka9HwbLyBPcvUM7qzsd68mJlAsZBTb3sjphk4AscwFl5wuxEqiBRBYaByEpqCWwojoI+nfhWQgMQQlDmOdlHt7/72w3+1//Lv40/+Vtf4J/9xT/GL37vD/EX//jP8e2vf6lzRCbsl1/+Hv7V/+Z/F//g3/938cd/+rdxPDzgH//D/xAAcPfmC/zJf/m/Cq6Mm/s3+Pabv8Zf/JM/10OzQjDmVpgQ1SM3/I3Eo6ayIVSr07CBFHPs42oe97pdT69Jf3z8iMPjI+bpiPl0xKza/nyzxf/sf/O/wv3+Ef/kP/p7+Jv/lT/D3/u//J/w3a/+CnWawNME4oq/8af/Mv4b/4P/Mf7J//vfwd/8V/4OPn7/a/z5//P/DALjzVe/h3/tf/Q/xbd/+ef4nb/1t/HXf/738d1f/APxLRgIwzACJEe12zZCW1oyHunbJ6H6AQPFbjZl4WfFDkfTwOZYgKpyT6xIU51xmGc8nhiPR+DhEWDaYNjscHN7iy9+8QuM+xs8zox3D0c8MjDsbrC/f4Ob21vc3t/jw8M9vvn+Df7On43YbLbYbHYow0aAOwh/+cuKf/brGTeXZMwzw/N3EzjBUzKnJUHUCPD804S5dbxn1k4SnyHkZQXmyAKXukR9TmsTdm06CmPJeQbyTY2nle9PhhUhdqY2CzZDawVGf+W3VtG2LONyHPG4rwt1v8gf2RHItkaeYkRaTqazph3soCCYqMZK67Ym9Eyguru4XTLgaYPOvGkG1kGw4/4ZovE3Ko05INVZwQAjrvAbgCoOSYACAkyyhMCQU+24BYG2Hl6IUfUcAQeP4Fi/ZvbbeeOWOqkTqaBjZbDmbjGohaMCbqXxk07NsECyB1usKWLmr+rJz3bGPgoqz6iVNR15V8ra6SwCFANkzVHW4AsGVDAGFa6yS0+g/8wVxwPj8ciY3h1Rt+9Qtntsd1t82O4wbvegcYdhe4P9zR12d/fY3Owx7LYomw2GzQYoI0AjGHLQSimD+wrYKYechJDREqHqxVw6vpqGIGupg1oY5U8aWqEOg7WqEUciuFOaoAsvp3WU0/+fnOd5PsVdC0qixiWR/YAoJc2Wy+9+OOEf/bv/DF++mfHDd9/gq9/9fRweP4AGy0lA8vfff43D4QGnesLXX/8Sb7/4hZ9lcTg8gAF88/UvcXd8xM3dPZj00Ca7Ip38gnTYDXykdOH1Nh6tiLsaTUP6k+sJPImj3jQdMc2yPc+c9qbjAfPpJOv9hxOOh0ccHh9xOh5kv32d5Na+6YSP0x6/evi7+F/8z/87+PiX/z7e/tm/gt+7Z9RffQeMDBoETP+X/uR38Kd/+jfwt/7of4I3v/838Of/t38Lf3B3AgG42bzDbf0ab//kD7C7L/id/9bfwX/2zX8IriddXpLtu7OCgbmKp7/QiDS42ImiZrkAQe6+UL8aBtzjV2lUlhYZVa8uBtmy24zCFQPJRu1CFTwStjc3uPviBm++lKPBedzgFyAcZ4DLBpvdHW5u7rG7vcF377Y4zQVffrHBMIwYhlEPcBOAcvP9CQ+H2lDgp4ZnnTNgtntDlI2QcsFN6SfFMywFOCEpwmn5IKfLa4hRjSi3WX5YvEeTbv19FB9t5JS0i2syDamNVr1mZFYc+C7UwZdFVsryH+nUr0XEFcfDNTjBK+/XUrn1BzhjwYjMKL0TOScM0K3AjjGkb5XFpPQ1MvRTli7UMgOUvnBKdKbmRdHyZz05r6pjElB51Fku2wjjCGIGuIB5AFeS9ij7ZF2LNt9oRtLg2TqmpMo5aunmhrTT1jUptUPkmQh5MTMC88x+sZGZHAHVWqBWBT11gaiIWCItp0KcHxOsEVBQo/dNIFdztKooxJhtWtaKOk3iXMhHTONHDNsdjuOIgwr5GSNo2GC7v5WTDN+8wf5eDkjZ3Nxi3NyAxh2obEHDFmXYiPtT0VsJCWr0l2ObpU/tcilCXFlMQC3gwhi4yFJMgZ+sKWct2PKIAUwjTlkzzpBUWI46kxkcI7MgVrjJ3AV4pxGQLW7EThxjHaEgdfM780a1+tx/+RX+6T/5c/zuH/1NMICbu3u8+eJLfPjwDh/efw8C482Xv4N5nvAHf+NfwmazwThu8dXv/gHm6YRxGLHZbHD/5gt89+0/x+7mTyAHV9phWOqjAEJhEpClU4/n6p71VR0vK4uH/jSddOvdjDqfUE+i3U/HA47HRxyOjzja3+ER01EEPesa/jxNqJPMv5KsNwUMnhl//F/7N/CP/h//Fv7sv/0/xJdf/S7e7DcY//iPUY8HHN5/K458pw84vf8Wjz98g/3tLf7mv/qv45t/9O9h2Iy4++oP8Md/9t/Dr//R38fhu7/CH/7X//u4++IrnD58A2bGTAToPGYMYJLbA42cShlAw6Caf3VgaFt/ZwJqJTlKnIsCAdMrWBXhInOgAqc6A+OAcTtiuyEchwl13GC8f4vd29/F7u3v4fbtF9jsb0DjqIuSI6hssd3eoIwjHo4V48jYbrd+gmv4JQity5JCzxxfHp63tbDXLB0A+A+E8M8LBNDtR/GeUsq2nJR3EtCxTBCFPwUE1oX+Ekjk9piAN5m06jCoDKG5U8E1vhztEhxo8w5w0cCelXJpIQyj/7mR3HY9sWjR+j3ndxYZ8PIzAaOghb6v2XGJae3ZCawpMmtGZMy4q8w6xnEh0Rgcogf8e2Eo4wmzJqmmyHM4zxVUORo43Y7HPKDOBdNcRLuGriEz6R0EgElcMUNblW2bpQzMXG2hI4ECwwjE4FKTk6E2UKWzGTTmifUGyBE8i9mdSbSdyjMqCgbX3BiDXv406s2MJ8yapc46PccAnGGYCSWpAKnz5DBAzpWo6udQj6hTxTQfMU8DMIxiviRZ02Qa8Pi+4PHbDYbdDpubPba3N9jevsH25g12+zcYd7fY3txhs9uLY9R2K2dU0Iiql83IHW5qAVABFnShV3gDenfSIP3OBfNIfkZIhQm36mNUbOmJZSmB3Ztc9pgPqG4uho2b061RdUPScHlPOm72QE3PKOaPozSgiW3ngjH6/99/9g/wh/sjPvynPyidEN588RUeP7zz9n/47mv8R/+v/3uUmeZBIcI//O5Xbvl4//U/RQFjp0jVztOQcyHkEB2e5chd2Y53wnQ64nQ8YZ6OOB4PeHx8wOPjAw7HR0zTSc670CPH6ywC365PFyfi6vvuB5ItsyAGRjv1wL1CxJlv2uIf/Tv/Nsrt38fHf/qf4pf/wf8Vh/ff4G/92b+Bf/6f/D2UIuPz/V/8x/iHH77Bh2/+Gtv7L+XgL55RCvDhV3+B/++//b8HTw+YH9/jh7/8jzHPRwy7GwWTYr6fZ8jxvbPs0bcTVjGMcj/KMMguAAC1VpzmGVNlTFXm8Vw5jIoglGGDMgwYxgGb3Q1K2QF6EuH+9hbbm1tUGrH78IATCnY3d7j/4hfYf/EVbt58gd3+FnI7WAGVQcCx7tC5+Thht51we3MnS4ysR4HrwWPjWFFG8Yt5rfC8Ewg567tJsJAJ+KQRJcmYJ08PrFcFJrU/AhNk4bNM1ACFC5m2DiWdtyvS5Lam6FcXwY5CjLuvbTqisDCs1oQaBNAwmF7jToHzmwY4ZDU8r7SHgM41cH+Cpk4942srkn0YjGHaeCo+hoAk+PemhhwmcsvWS1GHQWEUdtgJt+3NbUQwV+GvHTixTwYcfCbggJocG1UztwNP5OyhgqmSXhYkgtR2EzCbFzuJ4LUlMO5HjL3Nfc/mZSARWnqanh68o6cRyW/lQH4GgYIn0IyKCZUJozFa3ZpYClCrOPxW26qo7hNC/3K+28TAZGu/sCuJ9QjnItukhiJHqG5LQd0UoMiCQikVG5owqgZ4qoxZnSrKsAOmPXja4njY4PDuW9DmBsPmDpvtHXa3euzx/hb7m1uMux3KZocy7ECbLbbjFtthBBdyR6wgFul3uSkibucEsWxtHIWySIWTeXMpFFLyEyAg9x+II6bur0BQTFxla1qk+3YkNJud10BowIBp/Wb5yCyBQXJiHhU9PtfoOObLu+++ltpw1J+szJg8IeSNxisD9aTavAj7ST3v59MJ80GO2p0OchjP8fEBx6OevDedwHWKbX11kpM3o0kAQujbvSbCd+wwYV3c4/AxK1QwDEPc61EITAN+9e4bjPsJx3dfY/7wDQYi/PI/+LtArdhYgXXCh2/+GSoBHz98jaGI6bwe5fjzj+++lmPQdzeYjh+xu/8CwyDyqFbGPMtpn3ycMZ1m4DQDs1qIFIDyTHikghPLxUGnqeDx8YjDUS5dk1M/N9hsttjf3GB/d4+b2zvs726x3d1iHG9BtAMwYLPfYdjKCYW/X4HKBeNmi93uBsO4w3Z3g2GzEzCrt14SQcETsN0BZTBfBIi1j4WOhGSKOxy+VnieZSAxchdinbkrSBbNZEH6DUp/y5JWfq5o8aleOev+e1O+Zdj/XJPZWZo0D4zwYw0ut9UD67M+70bqnyt0bYnBIYSvEZ5PrxWgmIx9NNPel+lV/BK509G5WB67kfs69m4+MwEu70y4h06qjE3vhg//AGO4mvFKk4UcTRC35cskl/RhqhXGS0q3AyjO1Pd1dRGFlQmnI+N4rDhNAKv3PVicEMtAsMN47eIjrrqbIvlpLPrPLSokJ+cV0eaZZpi3P/vYRG8VKig0qKlXmWsRxUJsvXJQy6BXIYv7gKx52qE7lS3PksZY6lMhZniqs/pMKAs30DMQZgIGYmwxo+iS+6YMGCE7NQrNmMEoNMgSxDSBp4LDe8YJBIw7DLtbjNsbPO5vsLu5wW5/i8ebW2z3txh3Nxi3N3IN8+YGw2aPcbtFKSNk298A5uLaNrHdAikdzUUEugilEZU31jL4wq9ZOPQEyWCuQ8fL1LUzWwlM09duNDpqLVocJ/WROE3qOXVxkdjij92JtFB1IerWUA5tWm6/NNu+tGeeT5h0b32dZ5ymCfN0AB8fZU1fNf7pdBRAcDxiOhxwepS1/TrP4OmkznV2fXfVrbXAtkBBoQFf1Y1Jlx3U+9C8/e18BztMjFVZKFQxENzsXUrBhgQQyXHfctrfUOyWxFFN4gCXglnHGGWDqpo0NltgswGNI8btDvv9Drv9FpvtBmUoqLXicJgwH444Pp5wGqqeTFpRC2NSjZ8rg6ngOGxRxxGlFGxBKKcJm0mIfbvbYre/wX5/I45+t/fY39xhu99j2OxRxhuUsgcNcjgQ68FfXAbIjiP5q6z0R0KvMsqiENi5B4UGH38XuaSE5yI4aOQ1wvOvMIYh5CTbExN2rSUhWKRPOApaCvEAE/I9DoPo67Ii4PWzjZuWJi4CBCj6CoGbZbZpBHkgbDI0xTf5ps4xJryWQPPKz8RrOrlRGRH0FW6eZbAi7fXrkNekEp0jIxWmzKktXdmJAS/ialtlCYXRbFFC9CurIHLRSOa3H86CDjAXFgIFM8ow/Th7ZULRaD2djkRjNluGHPQjmtXknmdQk5twn1qB04lxOLAc51tHmNXFtiXK3nQRGKLl6C4C97Q2AWJdYzREAOu2vjrrtjmbW2QqldyLBDEhDmXAXCntSwfGYcB2M+qWPAWoJWi4kLm1kVtPBDwVt04UYoAGFBrcGQrVHKMGdZwqUFkMoIKmioGBUgs2Q8FGfmBTWbXdgjpXnKZHPBwmPDwccAJh2O2wvb0BNlvUwx7Txx2O2z0et3uM2z3G7Q3G/a2CgVsMO/E92G53GDZbULkBYwMaioAxYhAXXf9mFLtlciZAwQCrpYIxATyp8Dc6Ex8LNuENWaoQRi2AIMiJ1RfGrJ/W36XhG06fzkCEriuTn6NRQHp6XZx+N+jfph7VURJAhdKTbVWtel3uEfN8Qp0m1OmE4/FRTPmHR5xOJ3fiq0c5eneajyrkxcsfsy0RzCjMGEkE/WYg6cNByiOSi5s245CAAFAnhh3MRWTtVguX9YvS/aDnbzhoLwrwyaxcpMBgkJ4aRpQyypkYui4ubEEAFZcRNO4xbEaM2z02+z2GzQ7juMFut8f+ZqdbXcU5dZ5m1DJhwhFHPqCOBQMGoZuZQfMMTALiy2aD7e4G4+4Gu/0O43arB4QVDOOI3f4Gu/0e2+0WY9lgHMW5jzGAywguW6DIUhmr74UBQKYhfGPUsReQQ8ZsCyVxXJ5my6vGtdrdLMDyWu5PD8+8wtj5IUxkxkRIqBkrGhFMUHZCz1Jn6YvQiRbWhb5ODSqPfLM5rs97kVUvzBOCt8rUdHxKtJUiUqPAqraR+iy9TO1RIWfmZc8jhr/BAQbC0PznIdbxzfs3l4WriYfNFOqaZDcuTgOxHOHv1VkrbUBNOXed1YXmdMemrm1cyzuDUAMDrjElD2hjycrf9bIfcSgaVEseCgAeMOsVx0TiJBTrhEWXCfT0O4YDgqL33kPHvFZxvhKQpA4/nMfVrjiqMPuvHZjj41qLCybRjKOPSqkYBjW5DgPKKJYWuQURmCZW7Uoliq7/mxld6NlomtTcOIIri+CYbVeEQIlSzPFMGGgpEEfDovfdD4O2UbawbcYCHkTQPh4Y03QElREDV9B0wmk6gA4fUIYR07DBcdgAZQOMGwzbW2xu7sXH4PYt+PEDHjd7lGGLYbwBSNZpx+2IzWbEuNlhKKOMtx4ZW4pomIQRxDOmKvcWsCIk2VLKOk4ivIruqKAy6pYy3a6pw8EIn6lSSlCdCjPbRunzR7/JmndVkpQ+JQADA3bQFlXGeKqg4wD+8AHTNIEnvXHyeFD/DLk17/DwiMdH8863c/blGt066zHBpNYjnsF6EJVcyy0HXBXF3YPatgYARc/bELDCcnquzpuhVhl7vcq5DpB5YIoKAbK1sKjDvV1ZrnOCive7eePb1dqYBwUD0u9UZNcJF7k8iwqBC4E3G73dbweMW9y8eYPb+3vs9nfYbPcY3dteLrD6cDzgeDoBZYPN/Q1u3m6wZwKRHOBThi0qF0zT7NsGx+0W2GxRNluMmxFllKusHTgPcf256Vni8CqOiZUVsDAghw6ZAqhKZDXlLJQFm5Dk/E8fG4hwHoxIm9njKwKCq8FAKWLMKlxht8wJ3yKnh4VW3EpZnTjdc2Pq6b2dMbAm/tGUE3kscl0BCfm5m2C65/2tfgE4SiOURSRlIWl7mvN7hKDvQgM3vLs4XiYa8vpRrvMKFZDVJOXzgmCiPCGZpsavQ39tLmtYj1eaIVUyq4M+ycsmGQiwbUET4T+oJkymmUCQOUi3/7GCPGXwYFtvFEe+qpYDKkWvPLUaBb3KunDVE9EqSiFnosY8kwFYhtqNBbpxkXTboHoZM43qGe+6l/z5vCnJJCvro2Jyjr5mTxn9PRCBB2kPqKBSlRP39IS/uVYFQhRbKNWnwf0VdTxKIYyD3E8ga7UjKleU4QhmxmYo2G9HbLaqJRcGII5qPA+iTR0GHD6+A7/7FrS9wbi7x3Z/j3Fzg3F7i93+HtvNHsM4oowFwzhg3OyAMsgSxnYEjQIqaBwwgLEp7A58s5JHVbBcQUAZfVuZnHehjqUk42Y9xqxr/lVuoytFhINdymOH45QiVicYP6gziCdx1Jtl3/w0nfA4HTFPE+bjCfVwxK/fAV//1Q3+c/7PcTocUCfxyJez9CfUWT+nCbPdnlfFigOxaUg9q9ZhIJQyi6MlyS17cvoeYFd8m1e/YBpxBCSwXMIzGsADSJcLzOJbOCk4ZLwpzNpyKI5eBgYFB+ooJ3+DHs9bsIGsnY+7W6EBGvRIaVkS4lrAw4jd/g3e/OJ3sb//Ahh3uH37Frf3b7Dd3YBodF5c64z3H97j63e/wrsPE3Y3e/z+l7+DL774EpvNDrUSStmAilz7PVdVZ6iAhuH/T9yfxVi3ZPl92G9FxN7nnMz8vu9+d6i5h2p2U+xudlNU0yKpNiFRkikDkkHDgA3D8pNt2W+Gn/3uRz3ZgB8Mw7AhAhZswxIky4Io2ZQ4iCKl5tgku3ruqq7xTt+QmefsHRHLD2tF7Dgn87t1b9U1tKvyfpnn7DF2xFr/Nf0XxUt0OyMhm55DWuXNVkLcpKKqsT9qX5yjUGvyykIoAfUwnL+L5mVp8o2BA2E4XfeQ9g8+3+0zhQmCiCcjebRisNobJHjUgGcAkD6BNoufPvD037f9Hqj9B96Ei4s82P/xZ3nskCZMR5re0O9FNk0ooI9crHsF2ndvemFvQjmP7TcY0TJ+9tj5P+15P8OlN6j6OcCAxxMV2GbHG8Z0BMbSTjPOD4FzNWmLzbWWSIttNjDQzuegoAk6aSwCNuiV8zr/6sl35jwartXO5XdsYMD6pONlfjjACi0WjXj29Tm4a8RCBfGugoFSg1vyusU7MUVdVIjuvrYExoJmf8YgXho5DmQTMsZklsStNZ9nMUbQ6B3XilVSiFs7zZvlddrivxtAsvbLtN0QJPqPQEqR3ZSY54RQCUGpmjmdrMkTou7WXc3iPR7RcIeGj5Ewk6YDV9dPuLl5wjxP5t2JltClEigocU6Wd7A/kOYdpGjCvFqtN0NJmd1nawkdtvIt/25rniW05BlVoTTrG4hiP1R737UWPFBsoMPd+Lp6OZ6775fjkdPxntPpxHo6kU8nPrqNfPTR23z77jdZ15OBiFpAC0JFa3aAZ3I4heax8Xi+8xGUYusghCFsIuYNiLEBFw8Hqfq6AQna10aInpzWQyLScyraXJLaku/oYJQ2ZqF5WVxPxFYaZwCAmBCZrDFROaBpB/M1ipCr5fatVShVqCEQp5n58Izr977Ks3e/QEh70v6K3dU1Kc2UYg3GzCuXKTnwqrzgw9Mt11PinfkJ6eZd5nlPzgWIHbxIM+o8t0rdI9gU8iZ5tn83INCkjz/7ttBoSLlziYye2kbljUUIWwXT2aVcMIzi8lzsf/5o4LPxDABsqs5+b0BAzj+/POb8tw1EjNq6W2Vs3oEzO+pByGA89vF7Pd//4VM8SK577ByD+1qHTH0/QReu6KasWnJwr7EfXUCwmb0P7vch7OvJcbpd+dHDfb83fv+Z9Pl4v7ohkcdOfPZgXOzrF33DtT3qTyvJeyOi0e2Ihx+Py6QFJ3QgUnGBL+LKWLyOuiXuCVbMZkk8tRan0YVWeb4pkGZ1m8VlKz70mKg2CdkIcgZOAKtCcHepW9fa5oz/WMdDIWsgKyw5mGeiinsKNu9AAYoaWGgeEMVL1hy0a/WfJvRcyG35E/ZuVLDYezQfcqmVLD6mjgqlUfOqsbmFsxdu4ZDO+u/mY4u5msJ1l7RXKGgVzyEyq6x6quOk1inxVJW7+1tu719QVbi+uSa//RaHw86tV3MNF/HabhHSdGDaXxHnGZlmJM1e+jh1oe9IyerLVWjc86LmSpcm2H0O9IhZ8TJUxUrzFiU7u2UthVoy2cNDJavx6h/vyfd3lOM9+XQkn46sp5M12FnM/a8183o5cLqNLOFDaineeVJIwtZFzwGdeZscxBpOcWIrdQ8uGMbT5jgynobuKrJxr2pz0hIFjXTKciCikVg1d7+YVa/ebAetDigan5ORSDViI3HgLaHl1LRETHvHyAQSWapyr4lVZpZ4QEU4LYWjV6ZkBKbIPu3h6inzW+9y/c6XCGmiyARppobJQkCqhBSt+dA+w+4GphWmG2q8IsuOwMSqwQF6NODGsG6bkeBlq1qbDGjroFnmm5Zuciu4QdIBhL8rC+3XMwOkVVwAD5LXH/OGnkOMzx8EtO1HAAO+yRt+v1DQW7JgONtlVPzd6r78flBIjwGBT7L63/Qv7azt5Vy48Ruw2Y7xCdP1YAMR/jMqPD+ffW4vXrTVMX96PSxOJytdCdOvSTvfIw+vZ5P04aZv+uJsh0fuh8crEs6AoUJrltIWjSBnn3WQ0E/QEts2K0zCAHYeeBLefPPnZ233ZALdYuatnGkT7o06GFFUPMFsSDo0iytQxO6lY1ep9J4D1RrMSB2UBiZATQYGAwuo9R9X7fwEnVUwbPfdbLVVheMCr19llgXS5El+CEpxtBkoGsg1bK1S1cl4CE5F7OvI52DFhJ2y1VlHseznIFswoVnMtUifAwYG6pDc5PctHgpWseeOljUdMFQcYiBGb2gknjOhFjWexJLMQrDyLonCPkzksON+heVu4XT7irvTCV1vebIrzLo3sKZWjdm8JgakIlUSEhNFIkUihImYdsS0Y5p27HYH5t3BEhPTZN6QZPHmWBNC6d6dOvDl17VSStky89fFYvbeKS/n1brnLSt59az8dYF1QdYVLasVu3vfCnM4GKtCVEiS2cdMiEqKwUo6W3iL2Od1ZUtMs6oHfJ4LaWpZ6wJYS10RhWhrS8UrWEJCS6Fx2EWs1t4sY0uGDdF6TiDRuleyySBN7v0Y5lgjxGlyP3j5qtatNr8S0WploUtWXuXASWZO6RoVYdFMJhtwC4Ew7wg3z4hXz4hXT4lXT5A4GbCoBoQN3FheTxUlTFc8ff4F0uEJ+/2e6fCEIjNZJmq0zP7qAF8a0PeJbEaBPanI1pisyzhG5ezyT9WqZwaX/yaYhoMExjymS4l2rknesLXz8AaD78fYPlvXwou/Rn0kl/t0wR+Gz5s9Mir6xyy94fzjuA6W4ycCgb5PE4Q/5LH0/O8u5qQh3XChgEdXo168Rb3YR2n5BJc3cnlbPTHzTaWDA2qUy1n0KbY3TbQ2avpGN/753g0a9OMctGxljL6PNLCl3WOiw1ncFD7zAG3hp238xrs8//0TcLK2UifPjGaLyW27NB4A6/JnlqD9IEqcImmO1Cy9EVFolmOwHP1aK8Ze2NB/c8OPWF57VrgbobTEpOK72nxXECt9ykV5dVt5/8OV033l+nricNib4sKsbXOPmwdCexG7MndawwaGfKQUtOp2ny68qhakZqNrzavV52Mhg1KwfgXKluXefu8rxYGrJ2e20IABh1bg37QE9GxytfyNIEqUSkCoAYjGcVAqTKEiJaPLiZCFHSeugli3u1rJpVLUmAaLQi7mLakhcirKMStrhaoRZCImY3mbd3sOhyv2+yvmnZWkXV1dka8O1i62ZO+WZyV7VqefWU8Lp+M9y+noiXsrWsyrJGLW5OpAIbotnKoStRK09fCrHoMP7uZXMoVdrBym0j+zHBcn63HFJaElrLlsDbEz4UkIpCmB57sI0ZIIzR4HLJZP8Pr04O2uJVAlGuGTYnwRGEAIMqEEcuPlaEmzwcGDx911uL/+qoN0Xv+NBVxQ9dyACJlraj5Q90+pIcCukooBmyqCpomwv6ZOB3LcsYaJEGZ7xz4DY0g0r1ipBZWJ/dUTpv0V0zxbPb84g6BXNzSK5XCWEHixdl2GNAOsSZ5NjumgkbdjR6l0ZoD1XTdJfKF6LiTUxR5Nn2gDFZ/ewPw022fIGcCVY4uVbBbHGxX0aDp0QSDDd80zMGKl9mW7rowneqNiPwsdyAAMHtu/K3x7dZtF15TUcPPNgxFizyLu6HhQry22qD5BtCPEARbS3ydNkT0MN7Tz2ZjIm176m/BCf5BB9Z/p08dQVDv4zbi0fyO233iqDgKawu8vVYd9xlFol9osVunD3Q5ozy4Xd/SGF3qG1U3gqltg44JtF+8xQVUUq63vIMw1XoyBaUqU5O7xFl9tCXttBrTmSrplkTcgoi3hDlNYoYLGdjfiYlq3McCsqFzh7ph58XLleGdWZAg7dnsTqKYLzD27KiyLoqVaLXeandnMKHlMkeMhrqZG2jMpUCgF1lwo62IZ5F5u2MpD+0/r1yBeIifupJC6eXZCG2uz2TchiwEG82tbfkSxUI2ezSuz3mIITAl2ScgpsJ/gelaezAbwSi6spXiio7KsSkKt76QKtRSWU6YsmWUVsodbFEFCYp73HA7X7PY7DocD1zfXXF0fEIE1LyyL8ennbGV8xcHAsliCn/gaD8CUIvv9zJQSoWRCuSeJMHkGfxQhjvLA53uMlnCYV0hRmZMDTjwUhTjjUptZ0ulzJSRUTFEDVpc/Tc5cad4Gq091b45GhGTHS/RGWrWHpcwjVTmVQgGCTMRq4ZXsc9n6QUzM046UdiDR6/TtFhtpjrTwEwYgWjWGeg6KhMQcE2u+IdQrdF+s26VCdOVbUaoEJO0oElk1sGogtMRCla1qpK17VdBAijMxKdM8kaJ329VCF/YtRidbRk/zEnT53lwfbeRHD+/gMTjT8dC9jf27QYB1/dH3HQRj3/kRiafeS0HHbz9PKPBZGQgBHYT3ILfZpP6g7LsyZVP+IhfOgk1pXyYSXuYMbJd4IyLwy57fy+X+lyGD/tclTPO3Jl7eFVvtK02/+L22JiAdCAyKgwHF9e/c6lXdJlJ1K+4iEW5DoMOYDrfab7l9P3gvLve9JObpN3g2OPqGOdaeUB85ZgQEsmXKbkds43mGN87nyhk51Zhwgww4ZTzBgDSQvhqb8hlbnnbrFddpqh0oiHpYAHUr2+qBW5KahMBaCuuKN/Fpltc2EKp1uGXtIYAealKgVgtTVou/mrVk9xgUQi9btHimsYwJIQoW4jTBXaWiUV2hRnLJvHq5sJwWdhPGcDYnYnRPR21zSTE0AhKU1KoWHBAZv0BTPNt4OuuLKQK34EWC94kXorTe8e5BCTb/Y1RST2JTCOrhCKwBjwgSzQpsbWttECeCKCnAPJmSVS0c9pEpriQxACNSCKH68Ab2QTityjFnFoWlLqSa2SlMMVJwZbcU1lK5u33J/UdmGYYUORz2HA4HQoBSV6/PN0s94t51hLkreCx7H0ihsg/CFKFKZtHcmQyiWhlf9EQ68+pgyi9EokQSMzEmUmtli9pYEtBsIEyx42SaCcky4peiLFpAItO8Q6fZqHPXQi0VxUMdLseiJIKX75UAuVZyLqzFklPXWllKsUZSzExhZ7kZYkAgxIikibTztrohDXPd1mLzPJkCxcFH6B4Me++RGCf0fkc47tB0tBBGmwfUB3LGkjo3oi+JkVitPLKJzR4OFJMZKQQDZGBgQKXbSeYJLR3Ei4fdmg2zyctBH+loAjbyJzcLxAFulwn+nyYyXazpYEBXLaMUufh3+3MDIA0cDPLvc9p+9JwBFxgPFXOfFWf3OiYLjsq9K+8OFtq/7fzDEf4f5cHpx5M9+Ffb9Rm/enB0V70ydKYar3JZNaE4EAgDc3r3DoQOajrtbRufvt8GFGo15eU57BswaAi2He0EOR1GOJp8iBbbjL98yrbXNgJnxw6cB4874eXRX9+ApPyvAQ17RqW9h83LJO2dvAHo2aHiFu4WqrgsfTy/HxdIoc2Cuk0A2MZ2ABpbZjG9dE9VOZ0WYjWhPE0uAEogpuAp5WF4J63zGQR3FltrVyGoop7NbL0FbA4YBguIJJCJGAJX1/D0Oex2hatDYN6JhTSyZeCb4BHWVfno4yN3tyeuryaePAkos+cmmGLesgEiSOmDKg7kIgLJq86rJRPWnm/gHjEn+AlYSKl5Bbp3wAFXwEBL8CrszlkvYrwIIpizxTwXUW0ILbfP5mytRsKTEFIw/veYFFhRLb1kr9l1je+hBuu2iCqTFiayvcsAVYKRJUUlqVKL5QWsJVMWOOUjId+TUgDxSnhx4p0QSDZlSSlaNr82UIIBFzLJgZU15IEW9opOxRucma4CGry+PsxI2aFEqlilBMLGyinhDCCmeUfaGdNdzZWcK1WCAYGYzMOjxUmidAuHhURMEyEZOU5FWEthCdmIhHxtRLGKgjjvmOads0DGrhBjiKTJePS3uvq2+ftuJbzQn0FUbf6b4KQGy2vJtXJaVxp7YVCjt3afHZIX9tfXaM4Er2KxeWtJn6HpZJSglURlbWswZyuVlYEnYYjbD7a+R9R0s1Vlk8/GqrjJ1DDIFzMumm9h8xyLg4EmoRpvRTOUTCJtobYu5x41xgax9vligL59ejDQM6PpSm6T2+fue/v1DFZtRuGltd6CseO5GEHDBgjO9+HBoMjDmzgX/g9+97tsOrMp+35vSkvM8RSl9hS016cKUutw15sSMQG63euoilvddv8sbJOrufZ6Mso4O/xeL70NtEU2qvYRlW5X7kBE/BHPPCrtvN3f/6aZ+fCeQIZ7kOFf+64DqP4C/P7ErBZHU5sef8PWQjnasUt7Z5YgVb21b0fmqFn5tN18DPwZay+VVVRXE8oaURSJSpwmyvHEcSmoCmmF01Hw3ia2ilx493bFmHUypUiMxmhYiloXOY1WG18tZ6ApWqrT/KkJ3qs9PH8mLLviFraQs9eXO+YOzlHeXnTL4BZJ5rL1zG97L2MZYTUBLYHkFmechIygxUCPNn4E9wp0wTaAJ3shSivT629bWya79HsLYuROZvVbJn8N0ZMJ/Xmcei+rt5t20qC1rBQVCqtZrZKxDpNgTYqiKQKltXggUZi0QGj5GQYMYwrMGK9TVWXNgVIKgcxUA7NEYgqe2Agpubvf1/iUgrmna6Vme74QKkEzqb+HVrliACuEiTD2WsCTHXWi6kTWAxqukOkt4i6Q60JWtXh4SAS8kc00G+vePFs9/mm1UEuIlFZmmarNK0lWTthkhD08GhLWTlqgFmIuxOLAI0hvhy0pEefJAIRs7twAbnlvC7oZOuqWNVqs4gKwUFW2cE6tDsLsnm5vE/evMq8//BB1KmzU+iK0vJgwX3F9eAJLJpVBJyh9jtjl7ffgoCNXpYZq6y7aPDHFXV2hS5u+myy6EDxnYOFCS/egYPtYtR/RF0kzYPp5dfjvKJsfN2pGKWq+GVvLAXuvnycu+AyeAa8hZnAj0rJHz28p+CCY29gWR2vU0Sz/JsCrbHFj/Arbz7jvpgT6no9YkecsiBdgYvvi7Jiz17NJM9rLNH7pCqFZ/faKbB42kKD9/lrjCdgSD8+AQLvQeBvtnpq/zbPgx17o4wjZrnr+Ax2wbS6qIR7tyLvXGLtV3KwXU5CDu1saeNguejl5x7vbxnF8dxf3PuAsux5sqN2s8G0BSlupgC2qCk4/7Ni6vTZtWN2siWZx44xvpqisRWlD8ypC7W558fajlbVOLHWmEpAUSXulFsglW8fCgjHwqbjRlntIIfYEKrOcU1BCKB2YpWSKRgSv4TcrLJWJmI1PXRFqUSIT1zPsJLjwdKum2AhHEeZJSGninXf23FxHDvuJ3c5K9wKtLCxZaAGLN+PlTgZYgjk2KEZ6lMS4DRw42PAGx8XNjX+eaKWIe0e2uW5xeXcrx7i9Gc1EqSQRIzyKCrUJOCVKBil+v4mshdN65LgcWUukEkFM+VafG0FtrGuzFBGj2K2FiCLRiYSq3W2KkaKCOgDPIZGzJZLOIbNPgWm2ORmlMk9m+SeBFAPTFEkSqblSViuzrL52UkwuMzYWRGVCmVk0UtRb4oaJygwkQk2s3CDpGfPNV9hdR14dX7LklRBmApEpJOK8Ix6uSPs9GiLLmjlypEhA4gzRwABYWCLFHclpm/UiAVAxzpjgxkGonYLIvlOltcxFW5KgbgqY1g7cqKubl0pRKBmKVU8odu1Si5ElZSNMqrmgtfL6uOP0ceY+fh8LaWTUmRDjlCBMTAdFTythhahGaOVRWLudnpCkXa6pW+oqwde5KfpGA4w/RmjGkorTd18YQK47tJ2fBgqa/LuUg3WTkU2kt/WiTbO1dzGKSH1oP43n0e1jQTysOIjHz2H7jGGCTUk3z8BjGfvNBSKuSLsu7qECeXjOrj82XPVAAw2j/AZv8nbW7oFod9S/uDhZG+VNgYlsL/nMayHbmYyMxlrLWq/vbPAoRWKy2F/szHPt/O4W7xP3IULU/h/ZPpBhPPqQuCVLU3rjc4mfuy0Ot7gayOgJRU24+93VSta1x9rb+93gywWAGZ6qKesHzoQHIGJ8yJZ/ItvUGA8XPBfBFYwDmhEPi6P83jnNy9ZElUijGxaoYgpAjZynCYlCcA7+iNTKfcm8zjterUY5HDVQqNRJCcmznKt2R45iXf9UFV3beNZhbO139UqFEBbneTdyGiQQozIlIU0GFszSF2+zGqilKWLQEjyJDyjWOW43J7703jOr/ReYkyB1oa6AZsgLQjaA4GuyeU7UwzYhRDRBUjXrUM1KLKL2/BK8pK16nkOFVu7mcV5zJQ9LXRnq9Y2VUVv5RGgobrGgguCWTgYVVCpIAalIqEgj2NmEiWfGG8iL7rkIwbsQqpVGpggaEkWj3Xc1L5QkDzAIyJpp7asFJSXr+RDEEv/2c2CKBlZSDEwxEjBSHEmRGs0aLmrjWEX8GQJZhSXDKWeOOZNjIO537PbXhHQFTFQSmt8ixmfMzyFdBdLpinU9USUSwozGiZwSJU6cojHulaCE6YYYm6VvbW8mJ7pK6saEWi+C6nJCXHE3VksTgVaZUUs1xa1mvVf1z7JZ9njr41qMIbEUkxcI3XtQS0HL6lwU0csxM7WWHs93G5GcbwinJ8xrQaI56QvRqkokotHCGjLNaIyUJiu6l9rl6JDrtMnQNxkrFxLpTKE+po2362zHDnLoUuaNp9ft+8uPLg94c1i2mT5jcPfz3z5TNYEZj9tqPy+329R3+63f+mitn/3n/z8P9qDEcPjv+DnjpLo8BxsgkOF/fgFHn0qthZwX1jUDlVgSO5zJ7ZM2/YQ/dfy1gYfmGhuR6PZkDXwZEBiV9sYsZju7dazQm41grr8q3qfcm+3EVoLULjiAobObdXehiifgDXD1/M1vn7dbbLhH5GL/NsacPUpf6Y2pstkjnf2rM7c1hW2Zx5VA0WR11WIUv6sKpyKsJaBqVLonCSxTRQ/VhV0m1yMSriwWrhVKIWjtgKCi1gSmkdSgHQCYWzRTaqE2F6Zn5NvwK4Fs/QbCQnL3tAQZrLmNr8IaCRnIK+tKPp5IMrOLkZAiaEW0IKXS+uUZKUtFqsXta8vuri2bwF5AVfEERaG4166GShalYux6RU2o05ISHQjU6mydreacLRnM4q1mRda6edjsf0v3RhkIzT6PKxvBU/F2ygzrMPQwhGU8iIHAENzr5PLJOQy0/S2NWtdzIcRAUa2Z4t7m3vNBzB+aUmJOVh4YG91w1Q5igoiFLlQsFq/G3li0cFwLd0vmPkdusxAOB27mJ+yevkeYrrDm04m4PkVe3VD2BSaQlJi0Wq8MrxqovXOjZ+UjhCl4ZYiHJD2cG7zhlD2XGSylFE9UtnVl4GhLss05s7pxU5xRsdZCWa20snp4CtRJllZqaR0O2WiHVdyTJURJltCYneo4JfuJ1nxL44593fH0+sZkpkfLNAVKjOQ4GV/A9RPCNNOogjVs8uGBhBG5FDef0zZodd0k4bl5su334PIjfvkx7+8NauvH2j4THXFbTC3GfO6SP9u72XxngGBTrhu4+GEW/uP38gn3OCjwDjouD/iEa8qglc7KKIeY2fgMQAcFqtWE+BBb7Xfk/5HmfnvjRFA884tzVCDDlNMBXm73pKNHoY/95YW2mWhj5Gkv0iwzOQs79ATIx/Ds2TNtk/zRgoSuKDYvw5A+aP9t5xve13mi5JlTwVSCbMoST8AMImQCWoU1m9cyEFBpNdiJqjMrkWMIZKxBSkgJ2VX28zPq1Vuc7u84He/Q+7suWGtdEWebCx1wZCxu2UIyDSUowfvJm9vUkqKqKz773GKrUrIp8Cw91FBdcIuYIb0R9whUyMvK/e0dtSxM02RJbQ5MqgW7SVHcSWHrQBVqCG71Ka3zYxX3QuBhFpwCWcQpfFtmusV/6Z4lUzBagin1YZ3UWi0O3Crjna2vyQ4Doxb7Nx9KRcj9eMFc3DEYfXGjCG7R3rbepV2zwkYO5ePm67/Hhdk8Xi1BL9TGRW9zrFH+Nqd5EIuCJIz/QLxM1AAgzrOPCzRrm7vkylIqr46Vlye4rRMnZvbpipsn7zI9/xJpOiDVvFf5eIDTjhJnVq3UaGUYQrB3AAgBqWKd+IqNZUCh5rGQ3//N1GoMh2teWfPiHsyyxb4drDavVanFPAClYKRI9v5qy1PBc1RC7McHqnMiYIAtSgfbhEQME00KhhiYkjWYmmIixcR9vuH08m3e+dJWaWHZmIksiTVEwu6Kmydvk+ZDB3CbGTMIhyZn2s+ZEJLhX33k+0+xdRCgmzLesMGD6zS5aPaSbOPuhs6PC1g+b6zzGcDAxi5lf7cRfwgEth//bnDZfyLl7KfcWlh9u7dzALAp4u1SZ96AdjOqjyKsdj5TbC0O2nOD+8I32s2NalXV+e+d2ztsgzWADDl/AL18pY131H9G7deSLvpiZnvIjpLbS2oghu1ZzB1Az4dg9BgI5pbdwMAlAJA3gRjZQE7/95HdzlfpG9xxF+dtYY7xDG1cFOgJmv3pg5VOSeKU4dV9Zn2dWWLlsIvEMIPs0LCnTjtEdkxxZ53PJmtZWrXydL3j1YsXvHrxMfd3ryjrPWU5onkx8piSzQNRK1IWqMXvYbO0aOGKap2OpGR39xvJD3lB1Eh+pJZupTVLXcUJTxwSSWsqpDbXlrWgt0fuT8IULSwVMFCXYmB2wRvcyo5RiMkYFYuPX0qhr23rZ2/kPdYsRt0B0ECDVQqIk/ygxRLGCqio1X67saBgSRHe/KZVFnQl7tn2QbTHczsvgoPh0Kx4hsx8WjIjHQg0697IdLYs7har6HO8fRSG37unwGengy2t6j4T7QmbocWDm1dQrXeD1cPjMQxxjodIrnDMlbsM9whl3nF19ZT9s3fZP32XECa0GCmRrlb6uCjkpVIMelHGsj0FXY1foeRsbYiromsxjglVb09sRFKF7Nb+wlpW1mxgtFnxbY6qVptrg3xorbJFAikJQQxsWs7L5LwrBqisG6KV8UmckLiHtINoSZPRFX+aEilGqw6J1u3y1XHP6+9d8/bXnhpABYgRmSZqiGiYCNOeq6fPmacD5gWyeTaGBnqe0aXh90C+tr21j+mn2dr5W8JynwfdILq4LHT51YBA1yvN6GpI4o33+UNv6nPdPiMD4aAM1aoAbFD8+wc3146hrTz7uyHzASQ8UDqf+p7Oj3k0qfDBB4OS7sr2kbOfxeHbk2ySxda/eDtZc71Gzx5vjU/seS+U4+hR6Wfb/pahy91ZWeIYJzs7Ahotaat3be9jCG6429WOt6ozZcwb4OydNEG73XPHHeOjtDsdQM6D8X7MU/DDNjONOxjq/dClVXGo44TGC77dh0pgLYGPX2e+8/4tdx+95GYf+OIX3ubJk7eYrp4RdtcwXxGmg/HZTzvES79EIOcT05MXzE9fcn/3irvXL3j18kNOd6+oNZNqtfK2konu/scVV2tVq435sClFt7io5mKN+YQ0wqOaKWvuFrvFvZ0wxsGTBrcSa6ESzX3vvelNuVozG0FIUt2izh5rV69+cA+MC/w4VQcE9DCHuos/58p6KtTS+PAtNi8A1Z+lMyi1+bKRGXXvUl8DJhA9v56KEkggXlIruAJue0Qrc/PSxkCwOnlJGI3vMEfVxt56Ijj/rWt49TkkLeuMIaFLIq3sWUKwdsx4xnk1q7eUSg1q3A7aEjmrKyT7vVR7TwmBEIhpR8jZGRkVIRHixDwf2O+umec9EiK6VnTJvH79mo9fLHznu9+jKuTSgJggVftPLd4XoGxVJVqrfe/xfVNSSolK0Up2tsaiEGI0YqQ5dXIjAW9s1Npim9JP3rLXyitNgU8xMqWt5XCjmk5RLLwVExJ3aNqhwRIagx8b0+T5Mi3YE1hvI/MxsXv3KUu2rowgxHniMF8x766YdgfmwzW7w7UxLmKhyDOZ4jqoJQY/ECdddrgM7PKEptE+jVAaJc1W6jwq9a4r6ABgS4r2fc/2HI7vBtijl94AhJ4f/3ltn6G0EAeOTfn4Z5u22JQOF0pp+OYSCIyfP9jkfPgf+fqNIyJcfCln/wxKjEGvXt7X5RHS0V5/cULPJAftk71b3mcX9rvqKPAhgGqTdkSRDIrPT8DZpNH2INJB17kHxl2jSOeHF0yIaOs+pk1sXwArvRhLt/4f2970pvoYtwnfhfd22218HnqZ7MC2CMYrN1+ADu/GEsYrxyx8fLvw3Q9vefXBa54/OfD8y09JT77C4a13CfsnkPaEaU9KU+9h36wdKSvX0w3T1dscjrfMLz+ipAML32c93VGLAQGhMMnQeMTfe0uyk5ZH4HS0LcYeSjEl7nTJlAJpdQGvLkAMKLSqnCqCJeIVNFniXSVTyopI7XkLAc/PK+KAtU0L3dzd+N+hILH2OWEmuJU5lFxZVkv62u0SUSYDGLKSyRbu8Pnf3PdjuVV3kMjGQNCy2Y0Jz6oecMWLMxFaXfqMMDkdryVAWnvgyelnqz9b8Ov5xUJ1lrtW9eTrsHsFLKluA5OhKwQR6bk+LUSDWAVHcQBRVXtinZq7wG5fC9rKUaWBFkjRKJWTBmoQ5hCZY2IWU7alKMd14fblx3z8YeB7+Zu0NySSnJBIkLLljWx5PLauYwiE5JUjfZ9AmWLv3aAua+IUmXcz8zwRohkyKQRiwA0Zt9pTIqbYjRobe2eFdG4VWhOqKFv4SgLqpEZVkmX6iwHJxlVgYMp0SVmFkoQ8CzVkalhBIe733Dx9zpOnb7HfXxuzolhVQNWhJOBCXDS7dCT/2ULGTcJtXoFmiDaitDduF6JaG8oUBq/ACBU48wicKfHLv5t8e+Sa7R+9+PwCe3wu22fyDJwJ4jOPzBDvBTYrclBMjtLPwwsbOutnurTwP0njv+lOL93ZP+zwNwKA9nuLg56/7HGyhfZ8zramtVqp1tkM2izws/OPytXH6xO9I208m9fgbHKMgIBhAm4go4EV8dDGWf1s1/l2vKKPjM8n3NdjH/uiuazTbWCv/6/dd5tr0haU0ata+1jrI9+O6cpHBFGL3RaEU4HXx8KLu8yL28y0j7B7m/npVzi89UVkd00Wq+EWB3Jaq2UrB0FlJl0diPvMtB5J+yeUMLOSeP3iQ3Q5UctqngFpY9g8GdUT/S4YJV1hqZe5aaszU8zajw0MNMIpBwutxFTMurX4rQER1QxlAQpaV8vYV2OTM7DnY9y8QLUyVSVWr7pwNedynNCmessiL8o8R+Z5RmS2TnhhAcmm3CVYJnuw/II2gbS7cr2MTQ0MWHlnRGQ2UBCwEEtQ0OxryErlpO4cpJwQMsadkIhxRpw4qcf6q42Txxxo2t9uaVubjc+gkTCpbmRR4kDkLMzlSqWiFFH3ArQmTw1htHPVfk9NeaagTBGmarc2ibCTwD5EppgoMbOWI/X4kuVWuC3fZ0pX7HZPmObJYuwhEJK1IQ4pkmYrQW2yIk7JGlml6IDGLHSNnnDn9MWIeS7TZCROIkpKyTwFWE6KOHJsVn/3bobGmWAlrW1cGlNnk4fdWKR186vDOHqCattXrC1QUWVVo9auYtwOcb7m5tlz3n7nXXZXV1SE++XEcVmopVH1XBhVgyv+Qsj0eblZIAMg8PsTOJfFn3Yb9c0FuLgEBNLlvQwh6gsr5+L2Rx2xhRfa839+aOAzgQHLTa5s8Y/mBvfvmyIf/tsW4hvPOij/TVfKxT6Xx/RbenT/8bumxMfF3ZGiXkIcMHcnw4u6VFTnrh4/iGatN1FYPZlNJfg12pXsxY5o9bFt/Krj4M7o5XFNvxdRIGxiuF2rOW6CDBb/gGl0zJnonw/xrYu5pnbQg/t77O+z0Rm8CWNCTT+2gRS2NyX9WKgUTsuJ02kBhN28swYkPe7ZTmQCy1jNPIkwTsi0I8wHwnyDzDfUdE2VA0XMWrH3WtFQt3cUJrMiayGFmUOceTtOhPnA/uoJx9tXlOUI2RIJfXBcJhUvo8s9I7t6a2TV4jX71l1QA2iBKoVCcjBg+QeRZtWr955RzloomyhFNJsHwhMcexy4VLS4JVssYbHkTNZCEDuWalUwoc8T9fCMuZurZqROZGZEE5UKMlMlW+KcAyoTBZsiVX8frbuiBUysWZAhgOSAoTpgqFYmGEFShLAjyA6jl0sEjQSMSlckuQyw8EXt8lV7DLsI3qVSIXjr5GrrIgTjJjDcVbZjfZY34qg2rSxBWKwHgGonzzFgEcDDBeZpMUWqE0wFplyZSmUSRYMyB2UXhH2amFIgV+EwVQ6TskvwZBd4+vQJb7/7Na6ePCdOs8fdjfNCdtHmfoqoK+GQAnE2S946FgZvSTxjPR4mQpy6XqwU67C4rg5aks250Kz26syqJggriogBcFXIvnbVvT72Pg30mSenVfhUZwx0eaXG/2HhV0OeCbFmTprI6hUwAjEl5qs9u5sDu8OetRRCXZHV5mk3hDbJ9EPlaeNS2QDB5T6DFf8ptjPX/5m+YQAXuMjXfn1txlhfKdu99JSuds9tD9mu1UK/D8LPP+b2maoJmhYef/dv2SDAm26vTaBmLY/K/1Pew3Duxy3nR17w+JIe02BnoEweeQrpP+O3g05F3SqQbdfRQO/7vOnCXclePJMO342KuIGAFkIAjHRHGuLsMGG7S4HuK93ugA5kLuNV2uKqlyELHhvmT7c1ULBd/HxMZIBaw/e1FI7HI3d39yYDrtR53KPfurm1xQGRkZzY84c4kaYdYZohWj/1gvcG8IY4GtSH3z0EztkvYO5Qz8fYXcEzTJClaUc+3YOXGPY7r5VSMzWbla9uyRcv8SrZ3KBarSWuxX4rUgqU6KVa5u4vWrqhi9TONSBqdMGCx9PD5GX7BRX3FqBIsnEMzjElRe06a7Y68LpSVvNwWFthRYsDBC8VTBJIYWLVCCWQNVCCkcG0TnfaWua64kfcLR/xhjrN3WAESBA2jwFWlgcYoACLO6cdUmckVfPeiCk4i/GHroS9ntHY6sBCHhWknFf/bL/q9uNCejMGHbZ7Vrt6dULzDLRkygYGVLa6HxPOWMvhGKlATEqMhRSECVAnLooSmJygSoMQ58g0B6YpcHNz4N333uPLX/tJ9k+fk0NA5kScZ9Js/CVpNxGnqfNRhCkSpoikaBZ9CB5emAhi4Z0U5s4GeVpOvH79khcvX1KyhYFq9ZwNB5EW0bFETesnMOYkeWwE83JpFXcp+T4196TYXk/mRlhQDARqsDCW9mwQogYv/TWqbYnBnis6yY4duYVOBznxQ0XSmbLePLZy+TWfoMMuBdODY4XzMw3VBO0TBwQdmPBJ4OP8PpqB9iP4Lj7V9hk9A6P1P8alN+8AwlZHeWbCP6ZF2ig1kHGu5Nv5u/oSePOrOn8J58Bh2GP4fVO2bUc9uw4u+DctP5ykf3ahRJulDjbJnW5ZPcHITn/hmu+GZXUhJz1TVj022Roc9ZjXxcRULz4Sj5Wqg63t1lsSnm4JioN3Yfvv9nM5tcfts2CCc91/sTr6uA5XGye845ScM8fjCYDdbk8v33QrBNqkU8y9Xvhbv37DN7/109zfvcN37m/4oF7x7HdW5v0rNJ3QEM1qDG4ND2PSvV6AlWBlU/QlcDpec7yHnK+M8U62FMYe0/f4PX585xzwjH3qVuOtXknQyr60EfvU2seq5RqcdVLTlsTKBooMaWwgEWxcBrzXORHUSiSrgxaT/O6Z8OTHJDB3oh38mJWSjRNhniPTlLwccvO6KZBz5f60cnt3YtUr/qWv/Ro3UjBWRGeM9IFzvWtzMyYkGgWvBN36f3j/geAeiLYOTdRU010t70PKJpN8Qtl+JquMe2Cbg13WqJhVLUIRLyH09VR8zH1F2oiphWIgWla9J99pEFK2qg5rPISVXUowut8GnqIgk5XThSkxX19x9ewp18+fs3vyNksITE8O7G+u2B32zHE2N3/zFogQUrIQQQiIu/ZjCExiICq2BkU+t+/v7xER7o8Lx3r03I9GPe1re0z6oClf1wFq83xze7ti8+oXA7PWQ2JzZ2uXbfREVZdTot0rV7HETKvQcJnnoCugnnfT8nD8zL1UumsjHm7Nm6rIsP+5dNps/cc2O0wefj/Eac+n3HYdbR4HpYcO+ticgYVH7rt91/SHXt7357N9xmoCaPGRvnjkMr4tmz5t+/P4bXc3h2x/P/bviN+2/RsA+RT3vB3y+EQZdbojmVZO2BeAg5vtFWyvqE/EC6FsQscWYdYWC5ZtMvQztIQm7cq8IcZN9LT/9Srri0Ft1o6XWlWjm+1AoO/jj7mtHAtDCGdXG+uutyN/tO3s2MeGX+RsNM+/A3E63lorrZQMabLKFWJj+gMCK4mF/9F/7xd46+bn+Dv/xV/nn/rFP871fub0+pbDzZ4635DnRNpHvvzOW5yO98RgLtjvffjCWsqGyPNn16YAtCCqfPzhR7x69TEvXxTu7q2r3eTJUcHNYa1iceWyzQ1VsTK0qpTVysKkYsLNPQalZItJq3qNvln4qhiVq3riWinGR99KG7FwRimrcRdgFn7N3rGw6Xj/vfRM+NoZBbfyP3fH1pVaFmYtzMHq7KVkgmaknCjLHftd4Oowsd/PRiQjTvgjFhc+LpmPX93ywcev+MbrX+HETOXeKz6klyGCgZ3aSlutUw5GQ+eSMgZCauPcwg4CJAhCwCovBHyeZAcQpc96yxmwjHlty6cGVC3coNXd6x63Vh9vJBrpj2ZvcsO2dor1qxBJBAlW0jklRCPrAillQioWHw+RHBIlBnK0pGOtgkalBkFjgt0OdjM6J2S3Y94dePrOc569+xbXN0+Yp52FIjBZFkQ8yc/liivcgIVLjKhpVHz22e3tnhjjmddP/L14eoqVzlKIWrscbLkAG5BzD8xg0FQKEqwCI/ROgdZlUAhOblVAAjUJGqBEIUdlxeZ8Ca3va6t2aMm9Bhk2hdgEh4PC/mJH+eNKVLxRWFfqTRa20Wklf49vnTdg1CLKmZJvOmarWhjlmoegW5h426vrzCBW1sqF/N0m3Tb3Ptlc++zbj9C18M2IZItr8BkUyTmQuFTwD8IBAyZ580BcgBN/wZ0UZ1ga+MsZ0Avng/w4oDiP+QvbjY+KervZhg4/aWuTZ1Pdbx65nkjS/nbhamCzTb026R5et2Efv73+2YO3Nc76s78fbm+82wuXXhsuG/YNUDbLsoERAWMv8+TBUgoxXd6GQOfR82S7kEEy/49/9x/xb/yPf45v/e5v8pWvfZXd/I6z6kENdsyUEofdzOl0y/X1DbVWpuTELgqndeXmas/r1yfefvaEVy9eeLb1RIqTWYsCEqrHX00YlxKcvGWz0lWtTC2EglTtWf9aXJF3zwBOCGTue9QJfBxo1lq8xjxbXoAnFJZilQXq5YbViWhqVcsdKErOns/ggMDyGWw2VDVQEcNsQjyu5v2lsuYVrScC0T5LhRKEEiaqzM4e58RASE+g3bolbmBWRdydYZPPeOQNlAZMpQutAkGQKMQ5WG/6eSbMEc1NwZj1q54MuWY1DodYjTjJc4AM7HiipLQAhfqaMe+QYo2nGr9B9aDSti6FxvUh3W0OY0mMSCSmmSAzy6xMy0pMhcgWTlHowO7MKhX3gKRImCbibiYeDlw/ecqzZ8+5vrkiOlgxVseWU7LJnzE02J41NFel81M0bpSzZGKh/7RTbLJjU7BnBloTqtS+vls5rfoNFPcAiVg+CP6eG5NttugTxelVLDfG5atuVv/m1mpPOeRg8VBWds/1pbxysNPzrxhegb/RxwzGlrT3qH4ezfkBi6jrm17GyHCxTfn0eeS2TQcuw0H265kHQvozfF7bpwYDymBdbmvCn/M8W/KiPP/iPNvWBqHFlGwgG7rCBMXl+9THz7td7kKZDzfTSIQuEcf5K34z2lIZkj6GlxIwz+353LuYFeN53pSxKtIFTs9JG2+ryw3PJB4JSWQDUtoXT/Dxuki0a5NTN48G+mBYHrk/zufyY9unnZ+XiHEABFW1hY9tVx8MK0Uzgic7tGXde78F8SRAzahknjx/j9/9rd/gybO3+frP/TGWdWEpL9k/e8brxfoMWPncyjzPHE9HpjRR68r1Yc/tcWGeo1EER7MgD4cdp2NiN8+s60xj5lNkewduWYL1F9C+uAOESojaJCJURUIlpuLtjb3kTUF1hQ4GmmcJWthCa+4hhtYZroUijB/ewgq9t32FUiprzcY9r0qutZfRGZNgNlY5pzVGLAeirCeKHIm6EnSHhImcKjkEakieBV4hmjtYSoFFhopX6Ulp6mVpwRP+msVJjd4xzxjsNCRUCoRIjDO7ww2Hm7e4OsyUYtUMVmHgPRHU3mVIJ5RbXt8eWbMp8ypb+WRLbuv9CERorYhFCkI2RetVIda2OTibYSuNtHMVrQYXNKJqlRIpGlHOslTzDIRiSYshEMXZDfucEM//8Nh5iIToFS4xIlNi2u2YdzvmadeKM92Nv2EqW1Jb4nBbpJvybt94mGRYb778aC6B1hytWcGtcFb6U0tD8i7aPH/ABUR3xbt+UGTLJ+nKg63ktInc0eni43RJNtXaIXfFebFtwOjM3On/bWKngY2uUH+I3HqjR3n8d/T2DiGAs10uf3cvC2MyN02XXFxzvO/hPJ/X9hnBgA7D21W/KzEHB5c3Kdukan93Pc25joNBIXXNKn2n81e7fX2meM9+bxllMlxItnNCg2792G2BPAYKLqPr9Btra8nPMsyPlj267X72xBczWujr7A334IJVgtdSMwAB2c4/pKWKSh/rdm/bGLoVNr6jH7L9WJOwCxjbLt9p+70/Bva8MQWj3E3RiXNaDsWwMjzj3ghJKt/+5jf5m9/9zznd3vPv/qX/Cz/9S7/ET//cz3NbCjWYW7uule987/uorIASJKIVcha0Fj78+CM+DoGgcLx/jZaVebJYeTpFltWsIVMSdl1pyX1YLZu6m9Q0Al7h5xn+WiFURFJ/NwYEFNWpexZCo/V1ohjLPTCK5DWv5PVor9w7AcbkZW60xjHaG9UUtnr50ngmuvfACZIcDKhaM5qwLpCPiC6EuiD5CLJCUuok1KBUWU3pRishlJix/AAT0DEYG524wkMswa5iDYEkRKIEQtohcYdIJKSKyERKieub5zx7/kWe3Fz52AVQCx0kb4V8Wo7Md68I4QUvX92yLtYFsedmaDXlewYGAnS2R3ONW5Km8+kL1v1QPGFTcMIeQaRCxlteBxSL5+92O5alMqUTIZwQqWwlh6GDWnWXflCP/3uFi4GiZhy1JFZPpOsL+FLZjdJ3/GzcGiC4CPHKKHKbQGsAw/bRgWjOlPEmY/pVGrjqysztfG8QBpuho+CU3kJUoaiTJ40gwMdHmzfGx6Fn8A9GzKg8z8BCA0XNsm+eU6Gv1W08P7t02yqlNsUmw421MEK7TNuvERYZIAi0wHDb8wwkdZ1Ef/ZLe+rH3T5DmOAMcw6fnd/NY/fW9HF/KU0ZGwT8hGu2Sdiu1S47KPOzyS/DwLWvQv/bXvoWMtiObvsPSrUtgrZg+vWUkRWufWYWuqN7/1+bkeeegAuHVvOXD39v99TwuNDj4d2ycO037NPBQW3ofHg+beceF4T0V9FuZRz6T5xnnwRw3nhM+8envV6OR3uHod+f4Jzmc2IuyZuhCBvxUnOvJiecUaoGShVyqRQKFCWfrOvay/s7rqYDU0pE8RY31Ql9fOyDWIe7KAqtMRCW5xGkEFIhxYqIs/C5omgCpcXmRSHqkKSpxcqiXKGrK2TFY6LN9dzAQI3UKkC1jOrgSkhAsQZIx8WqLD764AWn4z0hWMw6JmOam+eZw+5A2EVvfFSZvZd9D0cg0LgPGse9GtjIdaF0L8QCdUXqCVmPTLqQyAjGg5/rEbOwxbwdQQnhBGoFZDFOpMnKxmJISBBSBMQaPynq+xwI4QAhMCVIaSYRePr0HZ6//WWePXvqTMfiDZKMyEe0cjzeMk0foRrY7T7ieDSOAqp6w6jmTTF+heANibpljHkNxOPtaKsAsPUYQitZFPcVWHfLXDY5FGJinnfMcyElA3mN3hh/1zEKUUySWKZ808Hb2tb2o/5+RjHRtF2774EMrkmQx1bkpvA3MDBErrd1dWYQ+R7S1m7bHl5hBAKCVb00BdBKO3UQBlEbILCQYAtt9ryFwcjrsqsrUx0e29aP1rrtd3HkWNp35mGXptBHYPDI9gaP7qjc7W8/V/u7AZd2N8N+7U57++TmFuypGE1XdlMBAwpyOSV+7O1HyBn4ZP3dM0wv9xmU7KNJh59wxstfW3e8rlxGGrs2aH69LUlxu0b//lEltiGwRx7gh97y6P57bKD6JR85vo/LgDDPFuMFQuw30mTBYE53xjUdxqIDlvGptwX/6OLmfPGOj9S/88X+5ql54fC62PWxodyyHcQTs1IXrG2MLVFSqWqWFRpMj1UQnSwzXANBzT07BSGKEqWSpDKpdZtXnyddMNficUWzEhurXxQlSEVlQeJCjJmUFEhbMla1hEBxwYYOVswg6IOKK8CW9OgteQ1GdvymbX8HGi3BszG6paoUfc33P/iYH/zgfdZ1JTqtbkqJ6+sDX/3KV3j33Xe5ujrQLLomc8SBDuo9DtUFo1o5pOhK9ORXrdZrXuqKlIVYFmI5QTlRlztUE4FscWnxDn9yRDQBkRh35t2JwT0EwpQC1GI5CiLEaWaaDkjYE3JgvxfmNKNYFcn+cM1ud9PBgDYwkKKNvQqn08IU74gyE5kIIVBjBglDeaB2cC0dYA1zUts68mQ8MbnT7FJRccBgir1lISBG3TvvdsynYiEMGBSJrzNVj265ZUzzELS1NNyLr1mRbV1v39n3YwnbIyX0fd8xJr1VazWFM4KidkCTqe0RZLjGKFO3iwgbKNiEtK1pHfbTPh52zRae6OdS7XPV9hztZjgnhxpBzuVzt3cswyCMJ7rY/5Gx07MBfLj/ObawM7TurTIANS4AzNl5/N06ZGTUIefJ9J8nBNi2z9y18MwaOxt1dXfo47ruMYDwOFfAZ90G5Tgo4TMA8BgQaIe+YVwHrNx/P1egejHpBgHLhdJ9A6K8fP6z4x47xPMA2jlbK9NtkvZV089nf8t2Y8P9j5msLp8+9TR7bAgfYILL1ztMDBn+0114j0yHFhJJaWKeCgikGHsTKHXXt6pZULU/u5GkBMVaz9bKpMqMMktllspOhag2ElmNtc96CFQj5ZGCinXVEzFXdgxGAbzbVW5uZqbGzCcBqYWaF+p6oq4Lmi27X9SS+Trk8vsNbomrKxbrUid9EDugY3vWIFgM3RPRppTY7/ZcHW7Y7+7Qek+plTUra16pCLf3C88KxuonYtn2LamzqCdpteu2uRegClINtNj8rh62aG2SFygnWI/ADpEZ6uKJhNV7dNwhOmP0w3vzDASznkMMTExQVopW8wTMe6Zpj4SZGAOHNVh+Rq6kOBPjDgmzKb5gXrIoxvanUs2zEHZELKNfJLpHxTpWVhqAbMpJ+rqt/os2GdcnrUHTGORs3gefnxq8DVPx+4nRQ1oOEsPGFij+HrVWLx82oJlC6ORgffGfzfFtfTWbYKzC2b4bZdUIQMb1NACBQb+1c2z2SLOmeZi7xeXfg4xt6/lC5jcJNcb1u9PD+RxGoN+HosuTTTleKuZuHDymrIdzbiHbbUw7iGh5EKMg6snY/mc31M5R2eil2PaXrvy7Pmr3PRii7QpGk31u7IyVdc2j2s5/CSZ+3O0zeQYeteZljFSNi4iH+7JNwvG7z4oJRiS7nb4N2rnC38pGhs/8sE9WfJuy3KyGTdO183V8dDY5LsCS6qPXksvfHllw2/ctI1+de92FSnuQcUG/4fht0NoK7I96serGUfik+x7O3oTHo4uiIeuLRdUBipxPfrHF1ZJrgghTmvx7SFPa2qi6WFYNnfJWh6uKFkItJC3EWkm1MNfMXFdmrYSiKMUS+7AsfUpGwmpVCcGS6Iy8xRMDYyWmxOFwQDkg4co8tWWl5nvK8Y71+Jr1COvpjry6m12N3tcqJADPCay6AaKmnGpzWzYhhnHQT7sdu90EIbKuK1ULT3c7fvKrX+b5sycc74+sebVEwZI96XFPCJaEuI1zo+FVvwcXyD2JUZ1X3sbYMJcxDjYhV2W2SgKZiXEmxolYj0brpJkQKyEYSDAwsDOAEMV4BGIkSaaKlWhKDEzTgWneI2Ei1sChRuZpZ/0XggEvsMTNxuPRePFNYcde0dFFpjRe/AhYgmorTVSnCW6tCKoL6i3P2MGA2PgbWLP1v13TukC2uFyIRvsbHAj0KoFmnbZrNFniREVBQvc8tCqBvs6bhdyX8ijMzldpVzGjsrxYuU3htEUproykn7sZdgNAeSBcNvl4Jlvab+3zJgaHi5+X8z3UGuPZ2jwdFXev09fhWfrPcI5RYYvlbKiHUWkJpcIWNgjn93GmnHQD9A+Vlr23B96DEIyh9OLZLh2prTcM7vVu6zT0pnVswGzQNZ8nHPiRwgRwMRf7Z48N5CMaTi52eezYvutQQnem/Nu3D+/jsb9bEsfD6zx2Xd3e1htfuv/uSnQwem2yeyBSaGv/4YT4xFtgu3yrgtgsaHlwvlHt2nz0hWK+YDpQa0IGu7Eu/NEudB7cxmg6fCJcoT/z+AybvXK+9+imfNM8EkBCYJpnkqYNMPiiCDHSLVosLqtkFGsNHMnEUJmDEuuKrHfUY6TGewrB8ysKIuYNsMB5JlJAMoJxGwRvkBNCQKZAnA7E6QkhPaVysHutGSlH6nJLPu443U2s95F1uaPkhbounE4nllNmXSsZpYiBgebRMD4iY4Fr7WsRH4PDFU8Oe548PYDCy5f35Ltbprry1hVc7w6UPFuXPVUvT4RpSuxmZZKTeQbY3n/PSvf4dEVpDJZQelqKgOUTOHujOje/WmJE72sQSyToiuQFiSckTBAmAxFBkTD52pggRkKoVq5YMhIDcT4gaSaEiaDCvgZinD03I6JMoBNG2WygpiX1EUAs28/uO+LXwlvuOoMhiriHrZkvbe5qO09oysiIfEIMni8gWIPFHjDwWC8dUDegEFqd/7Y0PUfDQUAj4RHp3f9CIxIK0XsFjHU1viI6ABg1yma+n8nMwfrcZOXFitOtCLlZ9C2cJWwVXeeyQboy7S7tdnbZrt3A03jrm5KXjX4YISP9GVSN6TGXQs7F14YbGkFcpNnEbJ0rm+d6Ax1nd7vJFSevbPitjXAHX7xhOzN8h9F3IM0whu3ciK3BFt7rOqiDmdHMbOFv7fd7KQvh/LPPc/tMYGBbPOeTy7Z+qwM2tH8eH1zhfFiHc8jgLRhQ28Nrbh9sjHR2wIZoL/Zter79OTzM2SA/qviEsaZ2M4Ebl/vo4hnIORyl9+PYnudNW09QbElljeLVlW2zoI2iqHVK9AYe2kXU+NhtRZzLEL+R5ir9NNun3G27+IODRnAwCqVtYYx9yWz9C7hlB60rYBO0PrZSgQyygqxIUOYEk0xc7xMpHCnLRxxf37IiZKeJDaKW0Z+qKacACWvkIgFinDyhW02ZSGJKgTTvCGlPDTsAywgvFY0LWSaiTNQ0UZaZsiplreR5ZZmFdRVyFmoNlKpkrywotQlBZc2VtRRqrcSYmKfEbl45zCuBQJ4yJzlS65EdmTkAs5Wn2XlwgVNQvYPlzmv8kymxWijFqvvNao59InSQ6P0etL0Td+e2lHYVq12nYmMTJqQotWajKpYAwSiEIbp3wcsHSUhsE08gBvCOdwSLoscJQgoQtrVUe38UTPGI5V6gmaorlUwld0kvwZLXmuVdXOEFB1mAgyQ2ZSPSn7GT81XQsMm3Bgba+qnVQ4Uu85onwABeoVCcL6IpMR+/gFVg9NyFTXtuUN3e5VhKCA28D/LlYnWqn8V+uZRvbAbAI/XgzajoWe/tmkO/FX+QLS5+sQ2S+IHYgfGyg8x0QJzXzHJaurLPOXduBgmyVUk1mThcZUtQHvRWM84QFKOP731bGpgbdc+jz7M9xPY8m/N+BH6b7lNQayHdvmwj2ABB8N3qmAzK+Da28fy0OuSzbp++tLBpi+4uapL4Ei06PhJolKFnSXFtT2mW4fbVA8cC56c/T6Jos/lsb/ugab6HI3mWwdmBzWDNji94hDYXF3NBafnB9eyN+IS4cC89WAT++SXKG+YLyiVqHQfKJy6bfj/bLofqDWGAto8Bjct3KW94z591c4Cml/dp99TciV2u9a+3a3ZvBmxtl9s+HYYbNz9SLGYtym4OHHaBJzeROZ2o+SWn4olawQR9StU58I00JxFJYXZXbSQGpbVsJcRuZQYvc2KoOxerSSPGisaKRiVNdotG+ivsQiDPwRkJA7lUcoZcvG69CqXAcYVlNS6AEApTXBDu0BxBIhNH9mGhytGUXzA3eZrMO1BqdaVvIYNSi9/73uh0aiZTqc0cDtFi9x0QYEyA0qiIFZiwEkqnCsY6IW4dAc0NLwFqMIIno5vFJ2qgkqhE6zUQBEuewMc3gSRoPQiCbiWZohQt1rOBSm+cBiiFqplcV3LNVAoqlZ7D35gru4SW/r+eI9Dl1GYpt5bW1gkSF9yNMrxl/DPcRzu9Pav1uXDmyU4x7VeXjf2zkQCNckPRnt/guw2SawMC7Qm6ohoUfV/CXdg1AHC5RBv8Htdkg19sMlNGo2tcye0mN4mp7YZkkN3tHQzj3ta3dKRjYH/NmWVdvcOiUGrp3SJDAyHbA4w304XIqLy3+zPJKkG3qoUBlFwK0w2aNX0x/K1NQUt/TnkwNjhFSN3GUoZjuTjfKIcv9MjZWH/O22fwDGxsWXZPzqM/KuG+OQgAmsukxTm2AXRAcDHyZwrf50qbfDpOHEMb2/XPTtNWw8V3Z7PUTyyCaCvRG38u78yesU2GpoOM7ka6sLm81INVN9xD+yb0hiDGX99Ur1wc1hdkizl26KsOaDbaD4Hu7hyfyR+jx6ikxyEubtM/auTI7T2e39E5Sn3j1i5btzngom7rlteAgJ6DtQ3rtZAMW2mQtP1hsxszSgFnkZuCst/B1bWySwXVheqln1EhUkiyQsjEIEwhModEcjpbQnQ9mZA0I8mb6IQdRlN7ARnVsqKth0wl1wXqCerJE+6KebFduWWxVsQBK8VrVMTFFW0KSlGxUkdOlJNw1NUs3NPCJCeup0LBbjUmYU7eqbDi3obCsppVOs2JtLfs/rIGclaWWo1JMUIuSimmgNZidEo4f0KWTIu2V42eBV+sMiMqMyC5kr1KohoNACVkK3uNWLKdkwohyQGZczMYtSHW4jh60h9nXralFOaSfVpVcnUBG5RSV5ZiYKCBg6IFNPSGU+AcD+pMfGLdCE2BD6Q2vsYkbHkGUk2xVRHvmOk0xWJQoHd4EEFDpAZrjOVIhmbhO4TclMxYOqjbOq/VGlnZurD7DqEpH0/kPFsnfo0uYxx4+DnF11dpfBLK+dpRTxLFKJhpfys9CVKrA95BIm1QpMlVt9qVAWT4+Lp50+zKQAsruFYOm3LuHBvSFL+FFaqGdpl+95soGnTCeKH2PsXeTxAsQbajho0foYO59vkgg9oV+kWlf9L1ySVIaXdk4cCHoVjFX3/vOTJcf3iOPl9Ezn4+r+0zeAbCNqjgQKCBgW1ybDpnVD6DslHZhLmGR7NU4fyws+zOM207uGfA0XybJefxnUukZh+F/p08+PbB3fT/nnXNemSvrc/AuDja9+dHVbcUzuL18lAZQ5NrsgABAABJREFUNlUntOzny0nlVkDbuy2U9uvZE+p4WP/EgJrSqE5d2/Zdz4HOpwQCZ0dvB/TnaiulycJLFDQeKtv9GIjpUMz3a9+1Z1LES9ymFJhjQJNQRUgi7EXZBSXFCqkQkjLHwhwrIc3WYC8FM1RTQKZkP2mGlCCaO7uJu4C7lFtNuRRTSnkln+5ZjveUdemxfFUle4ggZ+NBaNz3JvztkUwdKWRY64Iu5u5uHQ9jMGIcESxeX5Mt7OAzKMDBmQF3+8juKhHjBNla81YJaAw9ka6q1e8vRVmK3WMphdNpIRehFCGvlZotzyJJZRchVYzyWAvLcmJdF2rZXOMVdRc8llwXo5VzppkUk+2jTjgj5oFRViwKYdURp9PRS0zN8xBELTRDodSV03rkVE7kakBARZEYQcsg7NXDJRuboI1wfcTL1wSuuJayBFWz8guSDDxYjweTQYo3I2pMoe0cQfqzGIgNRnwlYgyR7nGoqqzrii4LSmI5LSzLwjon87CgqPfKaJPF1o5s1xcw8iTtetZom4XjceF4Olm1idY+3xrgqN5fqNEWa8tX6jJtU1pNcTbZ00OkLlRFjMdBcbpr2cKswY+xfhyZ5oE0uzEaR8bVnqurg3dOtHvIpXQlfm46cP6+XI6dJV82Ra0uL7p8HITNmboa1fomg3pp5Sbit+u3MRlPG1r585abdebyv/CCXnqXtf9nAAPNm/Q5bZ++tHDDUIzJJdu3/deutLZtAAvDMe3TT9Qp42nck3C5/5muGNHbG85+ed0Lh9UjFx5uXZtafsPmL7pqJWjcztTnTZtMsqHOYYJ0d2EDG74IHqUw9hnSOr61eOblnhtiPvtge643PMxGWjTwOnwmALBdr1krHXUPs3sEPf2QARycvQk5P9+2iPztdarSVganRBFSCCTvFqdBSVJIGOdAkC5CiaE4AZA1UhFPSgvJqGGZZqw+bva4d9xmu/igYaEK854p4G2M88q6niglmwVeLUkwl2qNiBwMmM6yO9rehVMLg1s2Le4thLils6GKlMVxkYJ7BkrO5Jy5+1hJ08QUJ5KaxSopojEaSI8TRYW1QA2JECd2YjkIlEzyDsfrWiirtWkOWFOa07qy3h+5v7/j7vVLynriuC7mSxiUYdZM0MlzE4VGU2uhw4gSLfvFAZG6lZlLMUCwnhCBLFb/D4Wq1nNhyQtLLdQYzDKXYC2S1WCjgR2XUCJm+TdA7uPXJp0ZecEVmo9vc/urVYUke9sU9R/Mz1Ow67ew0ia4m3/ALd7gwK4WIPXeBaUWopejNnrpUlqDnuYV0DNvZFsHZ/C9PQfirYo3a7JLPfEFJw5m1P6W5lr0Bdpk7Lam27xvkk22f2WQ9tLOt5VjaweGLk/VwGp1r4WIMM0zu92OaUrkYmyVIUajuu7X8pvxE/eGRu0Zu9E0SkHpQGAUK9vv8vBzGY8925mHb2A48mL3gIeGBmNySykdRWwLAQ+y/4H8/VGE8Zu3z8AzMP5BD/1sg6XnO3dNorQ4TWNTGkHPw0H44TpniPKd3dOm0NumF/8OZzh7SY/t9xjiepPWHEGO7dYsv14y1uIK46SUAVL6vmfItiPwH/7Sm4AKcnnfY1x0vGUZbwcb1W0CA2f0BJcRl8+0dbTW/pAuQB48x6OfbotXx/P1fdu9hx66Uq8VE6x/fJTo9K/WgAZtLWjVOqWEhMSKVCx2WTG3sLqlE6Ints0QdiATKhNKovOQ49n1Yr0CxPnwQ9iyxYtglnYuLLmQS3Nbt5bG9LIy0YHpsrYeDHgMPXi5WvTOdD6k6q7lWqCYElnXhfv7O169fMGLFy/Ip8xEYA7R2Bi85W4VYd5fsRQ45sp0uOatZ+9wONygBKtuqDY2IWc0r5btrUoGTscjt7e3vL59zauXrzrIMiJlOOXMq+Mtp1PmsF95Ik/Z7eYhhm2sfqrBuyxWcq6mq51HotTK6g2dvAMwVp9dqFrJKlSJaJjQMJGZEI12XplQiZYjIYKFI9z9zaY0tClZsaS+4GV/bc6q4nkr4s9m/xYVsgZWAlkiVSLSKlDc2mv9GXqVQ5v0tITNtkSc0ChEV3BebSBKM8SkkSDJVqDXUodtOKv1QnAZIBJ6f4o0TV5d4SuoJS+qUP33LpqErpC6a76J+L6mh9UqDVi1f0dLdgP/6nPZwEoEDaxLJq8rVdXKLcPmfd6YV+2am6gblHeToW1cH3Gvgz3nKIu3U8nl45w9WJM3Zwr/0e1CZl94GJp3fPQObJ+fW0BNV7R30D0L9WHI4cfZPn3OgCO45oK1zOrLnTZRvr2AEad6wpELz96OdgAJMAg2f18jGrVzcs5AOFx6m6DjIF0oQtqC8uz7PjXHO7h8NOkaUWgLZ5tMennc6M5mywoewfiW3bohwF5bqtrZ0i63dlxtrL2DdWyOhLOR3O75UQTLBgLwmmvBE77owqnpuzexm/3QTfDcjGEhDaZGd7O13S+0/lgKdIboxWKIjbrVeQR9TrQoY/SfZA9Qq/c5DFSZbAFWRSy8TMW61xEiUhNUL2djApJlxHPhFcA8EaIFy95v7YXN3ZrShE576lopEozUiDLAGKhSOktCa2ajmKWkagpQnLY4eHJaVSMHstwLRdVomDUrmj1EsS6sxxP3r2/54Hs/4PX7LwlrYZ8SUxBCsrj3qpX94Zpjrtznys2z58Qvn0hvvYvEmVJtQogqUSvkFS2FrKASWI5HXr58wfsfvM+LFy/Z7/bsD3tOVblbV7734Uec7u+4vb3l+bO3+dqXv8a7+3cR3E2ugBZj9AuCauX+uLKulUqEmKiuzKuapa8hEANb22gmVCqn9TWnNZBLIoSZFAUJCyIzIRbvNrm1Qq4O3nFwIdLGtFmaTSlZGEPFQhoakoEDT5LcvAIWRpKUvLNiYyuMQ+tgzw9xS1fVukoWb65kAMAIjOY5Mc/JwA9NhmlT+92ib3O/+mINIWzy1JdUAxYCtHbrMW5LMtTBkhZ35/d16mf3Z96UolysS1tqwbW/jWlwoAVdVvVQc6CWyv39Pctp8TEx0VbqJkt76OJxEfNAdDcR8zDGrl3udqHcDZ+HQq4p5Mvf37jp2XBsIZ3BI9zyjaKHqloKak/WH67eOAw2zolWOvxfAxjYHDKD0jxzN7F9TthMuG7NyaDg3fwZRGkju+hhdjtxezt90jMAgQfqTRtQ0OGDdiLO9pb+2fa9L4XzY+XypdBd/O0IeyF1m2ziz+LWBQJS6PHgNjaCemnW+UsdeQD67uNCA0PUdUvOGS1/bWN5CS/PQFKf+d0q21yE28gMF/jxtvGc7dJNgOj22Yj75MGxw0xTR/fayuK8s5qHZ6S2MkR3O9dILalXz0E1xSKJqtH61FRQ7zJIaGw0yeh03aW+3ZXnK4jXu2NthKkZSoViyaDazlutiY04PW6MlclMXgoWMgje56Dx1FsSXFOSzQnbaJcD1iUvUDH+fNVKycrxvlKWlbKeqOuRmlfqkiELUQMpK3Et7ETYS2A3TWiA+9NKLM5xUAopr8ylsHPlsLq3pVnkq5oHQkRIaSbsD9QnGUphjhO9u1xZHF2aiz3nzLKeWPIRrRmhEUixEWqJUIpyOmVyEUKcmaYr0rQnTFbKKRKM3EeUvJ5YTiuvX93x6sVLXn78gpcvTyxHa21dlmJKplbjpgAaPXGt2j1JJqi3mG23VcSSAgWhVmUtK6e1ktQSIgvRPTYzEiZCSH1etpkt4o2YHFhYCEQxRslkwLWOQFhaITNnq2N0ccu2dhphTmgovnkjugCpbPINn1vaY/odXJwpT2+YVGvXtqJ99V7I6nF90A1BbXcl3XrxYzzBUQwM5Lxw+/rWAcGp51OdufxrHRT6+XZ+9fbBBgI2VX6umNtDNNn+SeffAIFcXGzYtCn69ndLUPXrDfcjgAbp42JkX/2wTS/oJv1sfl6Cmx9/+/Segc7GIK7jWwLhubJSEY+Vt+JctvFvir3NaayTVRvkMS69TYA2/gMqQ/r/xu0MQJxVqm9Kf4tnnQOFba9LrTcCieGZxkQQj01vCt0FQPN8tEXEeVKjKa/tPJtHY1DsbRBG8PIocj3/bOsoNkSkrFD6bBKbe9TPoS15UAjV4m8PYvYPrvRpccLlXptAGX/85u1bfXjEeLYm+sxKD35c4KxDmkSqRkqNlBIgi5dzRXIIBE2gEa3mHQhdJ3h8tkZjCixqrnfNqC4g1nxHtfHVF6Rmd89ntBitnyAYVbIrcJmsO19QSqzETkdi7XLx0EBjl6wOejZrSs7BgMQNY5XMclRevzqxHu8py5GyHgk1WxReA7u0Q/aJFCpXU+AwJa6v9xACr8MJwuSjWZkleiMZs/CadyuINxhK5jpPBLdcd0xp4jDteHK45v608Pr2nlu9Zw4zb908470nO66mmf1hx26KaMkethF7b32tC82jA8bmN817ptkYCgtYvD1GBAvvlHrHyxev+P53v8f97S13t/fUkhGBstxRTrdoOVm1ZGNg1K1ZFOrZ8g6+mpa15MeKqlUfLLlwe3fi9v7EvKvItMNG2ICnERuZt8FxIaoWAolEopqs06AGMOIEEhl7abTyRbbhOJv8Nv91WJ9KX5uCl4I2hbOpEQtBmVK1PBVjftyqeIJ1TpTGDbEp0X6Fbk034MCmH9R0gOmIxgPgFRp9zW+Jvz3lUYwZ8Hh35PXr1yynBZSzEIuJhtGIe2zr6A26jtoA2RlYuTzRo8p10+py9tEnKOF24iFEcfYVOFdDZRt1QKt/4nKMAfd1GY17rbzT538tYKAzcnjym4grlhbLaG9LoFGWnqk9OhBoVbyBrT57BADbeRgUZPt+sLgvtjFtUfsnF+cVfsgAXoKDFm9zNzPalQX+b3O1jZuBHAcE7bw+rywksLEC2ncbOPlE18+IkkcAMj6X5ydsrrwGCqwu23ZWy3pviLOtbY+ViwusMADAPhaDVXIJbt40phtlCQ6KLhBv96i0R9B+bH8V223ScbLXepvlXk0xV3oWtQoUCVael02wtDCIOADtYKza87eWqo1MR0uFkqGsUI6dcc/mV0HUstWp1rRHi7nP8SY6RuFbQL1pjfkC+rOImDAkiNXHe0jAVLLQut0ZsMCeBYFq7nTxUjjNwt194cWrI8vdHXU5QllJFHbJwgkxRHa7yCQwh8qUKilUtCVYSiSiJBUkB473K7f7I/M+WNmjKlKF0izG3vJPicAuRHSaqfMesnLUE6kGdnHireuJL759w/MnT6wEcp7R2pog2VoJMbr4FiQGdrs9Mc2UUohpYpp2RlfsKkVCQLQSYyHGychqliNoRjRT62o1/mWh6oKQHcv7fNPgSy8aJCv2GbWtEXGXbKEqBIkseeX+eOL27shaI7FYLoiE6NUIFkrRYqWPWa3Ms82r0BNwolelTKa41Tw3UZ1V0XNDQgrWz0HaMtlk7Xk6tXYF3BV/+0uxPAXfr9ZCXlcbV2NfsvuWpjqDvxO/1VGfAngxJaIe5/Y1WL26QhoFWkCkkVzVpuLsOo2nAghSraFUVdY1k3uoRMzD0I1C3JvRlcOZstw2l73dOzOAgg6yapcjDfBsfAjDeR7+059hG/nhP93DfeHxhc2r3F1g4wlsLgdCDwUGiTyoPMAMkEai9XltnwEMbKQUKs3KdbHsk6T15u5otQ+gD3X/UIb/+T5DnHtzsTQEOqC6Pgmkf30+DzbFMy6V7mk4e8nt/O16w5l6cLoh9C2zdrO3M5vVPlrvbUC2utrODnj2bHS9LB0U8NhDbbfVnrIBgaYrx4mp7f58Ekml0Vw2RdrG4nw+tnEdvQdbcpK0fWT4+mzU3lxlsV1nyGtQ3RITg3hC3PBsLWmwT40hycvPN9Ip01F1c7lbMxiVzQ7pABbINDBnwChUE2pBA9FDBiIVzYUQnWJ3cq+Dhs26rGIegXxPXe6o6z11NVAQiocKVNw7YOyCy1pY1+LlaD7HvIa8eq+AXIrF/91L0RLFWpaBhggaXSkIpVROq3A8KffHgi7WGngWpcRACTP30wEOVywpsIqwpsgp7VCJnHYzEvacEtwthSKR16fC+y9uSXcrc87WPXKeCEmoJVNLJopwtdujJbCumWVZOJ4W8pKRWi0IUJW8ZNaj5UpUFXJdCJN1+RNXoCHau2v5JTFaK+YqbiXGaE2O8GoLwcDANHO4uuKL773DIWRuX71Cl3vu7itXV3umJzNlSayn11ZxkKtbzsYXIBrQal4lLS5jQugTt4mcKsY5sdsfKJoIaY+GyXIavPegdR/cVoiFidRCUEXR7HwiIqjYe5QwEQWSRgPp1fIJUGOmbN6yM5k1rMPNar9Yk91wcU+Xz1ntZblWwWTaXofSVqU16PKifFoMQ6VQdKGwgjgAJ9IaQxEiNbRqmMnlZnBuA7XE0mi9HoI4yVU1ALibZvbzDmGroqgxXDzU+SZnX/kaaQmfndvg0lvrwKnWLm5b+GYUbtIGenubw69ytl/XNd3OUZo/zeOa/U2ZHJRHRH1wCNX6WEZaSPLsvj5Hj0DbPgPpkCd0+MP02ErYFPOWm1GbyXMxkO4ZGNBXs+YNUG/QsxmkZ7BARkU1nGNAXwYk2j0yxPDHZ5GznzEyd75tCh4XwNvnI1TU/qgyHLY5gJoKlvHpaHDlPDlnUKnDPwY6ffRbgsmARJFhHBkRqQzDtYEAOT/z9lcDCGJWZ0uwsv/LA/BSx3HV86qF9g634R8yNVo5krT32m7KzyG+di4Axvad9vN05Ey1BDwL/qPudqst3N/ve3tywYh+glZyFaTYlA7afpTIatUGKRNyRqaIaAZdbY1XRdeVut5Tljvq6URZTuh6glypSyYvK8taWJbKaSmcTpm1GIueBHuHlhhnWemqgaJDmIAWZ2wmWnKLy5IYs0LRSJWZIjOViSoZrcqiyt/68k/zxefv8eJbv8XNsz9Jfv0h68v3TQFLcEZC4dmXfgYJiVcffp/7NVMl8fyrX+fbZP7s3cLbH7zPWlYXnImWgLVkpeSF0/HE8XhiWVdUrdPfbp6RDPd3t3wU7lAqUQJTSkxpsgZAYnz807QjxNl7P+yppZJSQOMEKKVk1pLJBBpXWKgFcqbWyn43E5/eEGtmToGTwJwiV4cdJRWOkpElGCFRsQqFIJbJbuGlZPkd6vwDHr7Ay3ZLLYSQ2B+uCMnG/LQqmnXLR1Fvj9Dns2Xw11rIx5XltHI6rSDWJrrcL5RqXockafAqCq2e5HwdtW0ABk0mI2frpe/VD27e0iakjDtAxHOa1DpoiZhnxmR0ZS0nlnVhzSeK3rPWI2s5UnwNBI0EJoLMhDhDskqKXbpiP98wxb31XaheDitDSJJqzx4Dz54+I02Jw35vGKGRsOkm5x9Tg7INRfcga1NKvm7MSxF9HXnop0sDk9VvjhLIsN84sm/6i03o0BLnGWTkw3dluqp5bp0DQxw0nO096IvPERN8RjDgluum9dn4BmT4t555ARpSUBmsTGnI8XGl0c6vw5XQRnrRCxXtuz4gOgzQNkp6ceZWY9wVT6t4HuC06OahGE5/oT/l7PvR1zEesx2ifT6dLVi9eKcXut4e/TG4cpbOOWwyDIw8+KoPz9ng2u5VoIi6K71Zotv32/idD8l4I8Pw+N+bH6m9PZEGPkw4WIMczJLXlmw5KP5hLbaxUUfbKp4IRSVoRfwHBwhN6A2QvZ+uitWFB4WsIMXFd1ViMUY/pEI0IEDOSI4gBQmrnT9X6rpQlnvy6UhZTpRloSyLZfQvliG+ejnhkqux+xWsOgB3/3s/ASOP8QTIJuXEGuaIW1mWK2Bx3dLGIwBpT9rfkEqlhISUE1pX/sSXf46/8LP/DB8/+0m+9DO/QL57xX/6v/1fUZZ7rPVzIF29xb/83/9fk+Y9f+3/+L/h/Q/e562f+nn+9J/5i/yV7/wmP/czv8izP/wDfv2v/vuseWGaInMQpmCgqehCkYxxKlrmd9olDhKJ68SpFl7d31NqZg6JKSZCOCKYlRhTIqUjcdqzP8DVNJHmxLPnT6gS2O2tYdG6LOQQfa5US1BcrVtkPR1ZTyfKumKxaJswLQfDYuKJIMJaK3mtrGshZ8VCBYklK0qxsIgISRWiUFTJ2deBzEiIlBWWnFlWg2W1VLRqj/op1mzntGaoJ169es0H77/PkQL7SC4r9fbI/V1B9AkxCJHgnRdxC55hLpyv/8e3yzV/7kwObPX4Zjg0NlmrsVGqgZ9gCyKXE6/uPuLFq4+5vX/FcX3FUu5Z85FcTp5vEIlMxLAjTTviNJGmmevdM54//SJvPfkC+3SDFOkag9ZnQIQYElNUnj17ytX1gaurK5MRqmy19uq2T+hyrJkBDTxt1WljPL2Bgl5kacfImW/6zSM5CrtP2N78NkbvajMcxUMGF/JYRt32Bk3vx5+FjD6H7dNXE2jdXkBtoADE485WqmIPF/yOtecVbG4ae1719+pUV6Ni8jhu+6wrG8Es4uoTlaasN8XUfpc+ydkUog4kSU0T0cGauQdp8MbRnGfaCoqo9aW3ZK5G+NGhKFqszKmlk23xrI7t+/ZQgevFl0McG3iYSefg6uwUm4eBB5NkQJDbLffJ+MCa122R0fdpI+zDucGbYSB5dGsqeXi883EQq/2vTqRibn1/B82l10MKWyKbOQfMmgkuys1rIkg1t7PUgtTS0MODW1S8cY24M7G6Z0EqGsUUblEoBc0r5EhYIqILREsqo4Cu1pWw5oWSF4vHrpmaC7W1LVZ3X8ZkaTVUS3CUgGplrVZTLy1/oDr5rwRCSBYWaJz93vCnagu7gBCIO+XwpEKcKMuRqOaW/x5Amnl9f+Rbv/1P+Mmf/2d4zc56E+SK1kC4L/z23/ub/MKf/4t8vCiv1sDN7ob5yVtcr1/id3/j7/PPfvXneLHA6e7IYb/j2c0V+8Me0UrVE3UFViGQuydjP0G62xPmA0wLUrJxG4hwKkatnCSgYhHkOQhhl9hf79lfXXF49gSJE0/fegIhsDpZUxHIeaWuJ0I+UY4n7l+94u7jDznd3RKCsN/NgHI8nihrJmdYs7DmyGktHI8nTvcnVGGeJ3KMvM4ZWTMhmFcihuBzErQK1gQpE8LMaa0sa6USmKM1mqq60UrndeW0LhzXlbpW9KMPuUeJH36XMEdEKqFmON5Q6968CcHYK9GCVgtFVjVSozQs5W5bNHHWZYB2WbwtzrDJE/FWz9Hm0nkOVJO5BgRUTizlJR+8+Bbfff87vHz1Iff5NbmeKHVlLYvfkOUYiET288ycJqY0cbV7jurK1e6Kw3R1tp9ZvMbJgYAkOFzt2OnMNE/IIOO6/GkKVNqnm0CzpOGwYX9XvC0lQoIZDm0EhaaRGHIQNsVwCRPGKrJHpdwjXzXAcvaZNC+fy7ZxT4Ux9Gz7Pp5H1vO9PqftM5AOSR+gpuwbCYSViEl/kK3EbsuItQSIxpXtzG4ME7cpdt+7aYo2IcZSim0g/eZ8UOxdWoLTqA5bm+H+qnXkSNiIerRu7v6e4KeW1EEwXvDqmk3ayhm3Dl71/IN2H2cDOt67P+6DRJHtu60r4ydvbUQfXFHZ4vOfcGyHbOpxRX+f4wJqT/hgsVwChAF4SH+GEbzhGfueEBMsQ7ai3r1rU/0tZtpAoLWNNaKeIOJEQVaP37wCipP5+N22xln2zeCpckHYyD4MPzZ3HSZNYoVcCGumhmzf5WxWfBFqzlbClzO1g4Di7mEDA6oKMfQQRMRq1Y2J0KiBVbea91Kw2v52r9VqrI1AxzxrjWBGJSApMWHkSPPugFCtu6LAh29/AVG4e/2S3c0z/uF//h/w9Kd/jp/8hT/NP/gr/w41Q0w7ckr8V3/l3+N+2vHWz/0Sv/3bv8XTX/ub/H/e3fPyg+9wfaf8J4crfvujH3AdhC/Gp3zxyTO0Fl7Vl8h+zy9/5xscrq7RUqk5E1Mi7CZ2T98misuPslBq4X5ZPe+gMKVITJWdRMJyIp5OrM6nEIBwPBLiTA0TRSaq2LiJCDFNSJw6uJKYOFzdEKeVtRSW5UitAWVGgxqQC1CD9YFQVWrawbRn1dXKQnMllNpJoFQwNkGnSpYSLFyRBJEEaU9W4fa48uLuyOvjwtFJmSzqq1QKuWTKasorRtgJqBMp0eQY2vNZtJ4bFF2GvUkIaP/PmYja2NENDFiYJnXLewu9bUaVouR64ri84vb+Q25PH5E5knVhLUcLGUXrlKnB+CLKElhrYK4ztazcHd9jLXcoGZGZrQeErTPFQijFn7OpjSb3upOw6xulaYs2VudjMRhFsi3j0aPddMGo1+TyDPLApDpTvWeK+Ifo5AeAYhCgrfviWJ1Wu/7xZ5XtLGYIdWXzuW2fGgys69rSGOzmpmTWlxhq3RSDxZmD1N7Cszcpai84GHd3Z78S8RjkheoMm/K3t9UEI/3YtjAAGj1m9fvYchOaivMX8SDWIrQwfOitUt1dltQWvlcNtB4NW5xaB7d1Az1srm1/+ZuSfvPb+2Hv9bOAgsfO24TBpqy3F9ctiaaYaeVJ210rjR5iAAM+5n0M1Krpe+hmzOcY9Gu/JhsICW3I1JzkLf9js1YaUDG3dLNgpJ28/bSWMaN7ODDMn20+2LnNfVdaCV+fX3ZDkj2xbS1oLGhYTWGLODcBqHsO6rpS14zmgjq1asnqNeX0vICWNKjuDTCPQDIAU9Q6tBWPF0qwigUan0Lsb0i9ZEu9TXCMM5J26P6aFAL7OTHFyIf5nm//9j/g/u6OP/gbfxmpR9770lf4zu/+Ooe33kOrEMLEP/7bf4Xb+xPHtbJ88IJlVf7j//e/y5f+Z/9T/qWf+ZOU3/0m/4tf+Vf4P/yNf5Pvfuvv81P/9J/gV375beqakekt/tS/9j/g//vh/55/+s/9t9gfDvyn/7f/MzVF/hu/+FP8iT/zzxJjIU0z3/3tX+e3fu2v8Xqt3C+31JIJSyGlwlzgSOS2CGl67Rn1E/PL14T2fHFnbH95IVG5SqDLHafX9yz3K2XJlAqrBo5r4f4EVM/OFqHESp0iWiLoZO9hmijpQCknrMFQAVVPdLP3FUIiphkkUbTXPaASYZo5aeTFKRNf33N3PHEqCikx7XbIFLi+vuLJsxvCYYckIUVhRrnThNxBo7BuyWeCk8s4mKy+PgRopD8tt6bJmrbIt+XdgP0mE0IQpmkiJe8J0QyhEJAaEK9CUq3kspLzPbncUfQemVZEV1RXSl0gREIyo6qsC1kb98ZM1ETWWwpHVLKBJrEF2dzl5qU0IF+19G6Wrue7bG4ejCZjN4NuMEe6Vd2O1b5LBwQ9ZKTb0WchmNHUeXwb8BZnA/tg2xR572kzGKdNn7kFQGcWrJvcY7y/put8XjxOv/SjbZ8aDLx48drdX0AQ0ryzZicNqWnDam5hdcFsDxmChRKqa4QQPTmiWhZn6yAGba7YZ9JLl4ZNPLOY7dqIuKsHt/DPPQlNaRvydppRP2+t6qVE0i0Ai2ErcZrZHZTdPlHJqJcXoqOyUc7JibYb3QDJJRDY/v5kiPDZtrPzfNL8HiZaJ8BQkKKEYoxkqVobXH8Sfx7tE5LmoXFY1KNHHXWcJzIOhgfdOyOBqEpQNVe8ZAT/u91qbclNbZG3+eb3VYuFrqq5xLVmtFo8v7kK27Nv3oFmWdt8rBoM/qmxyInUPmYxQF3VWhKvBQ25gwhVpWZFS+nkPmXNlFydZ90KDVoiYC70fAH1ZMFSDSC0ZCEr+7LvLafCOvyJOJGNh9108BCoGNtdkIAke+aUovUhSIlUAhOBsH+Fxg+pGnj16s7SIeYnBInEtGOVO071jqCrK0HllCZ++wff5p/56i/wG3/wLX7qj/0Sz770k3zj9/6AYzjA1VuEUvj4/e8RcmV+8pzTsiAhcfPe1wgx8ne/UfjJX1T09pvcPH+HL/z0H+U7v/9bfHy/kJfKcb2j1kwoEMvCXG6ZTxlaw59guRJKhLCjhom7JXM8HklSeXaYiXVBlns43aH5CP4+1wzHk1XzTNE4CzLKGhN1P0Myoqg6JfI8U8oElNY52WVTowCO1sRKkpUa4lauU0MvYcerVdG7E+u6sobIfH3DszAzSeLZk+c8e+ddpps9YQrGKLgsvL+ceP9j6LlZbLHlWi3vIGfL5m8hSukMgA0mawe6xplQB9lXu4iqxcpaG5tfrZUQfI1WXzW+dkstrPnEmo+UekTDCQnZ7tNRrAaBZHliogu1nCiiZJmpYU+VO6qc0N710oWThi6fTXY7ycPgGbCyUAdC3rvD7jd0YxG0q5pHZaLLjTMDctz9wgPQR9TDLnKx/+Vl3iS7L8Vv/3eQn6BWvtw+7kDF9j4vK9RucG2A4b8GMPDBBx+x5sJaKsTI/uqa/e7ANM0QxG/OeNHX45Fl8Q5t2dKJphSYUqTk7B2oMKFWFXEO7q6UpHG5G6uX4sQg7aUO+7etTWyEM+YqQbxczV3H2pJnQue9buUlVpO6USpoENK85613vsi7783sDzMi7vKFzbXmrqwNlG4urFHRb8i0vdb2hbxxRj0GId64tfFpy61N5NGS32yFbm6PbFiUTD4diWVF1uhlTVtizvZMOszp7a4uy0LbvZvQlI741TvZtXJNWTIaFmpu78lvzseqTfxxLtjf4u51zGkeMuV4x3q6R1VJ0WK+I1ZTNlDQ5mAbvkZQXdRIQUK2hMogSlwVDcXc0L6AS62UUik528+6+u8bGHD+IVS3JMGidOKX7OEEo6NtlLS1u6VjUgeqbomG4HUTljNQu7dggpiMj95pbGNK1llvPRFkB/MNCxP394X7tRApRBGmFJkDlJBg2iM1IVmRUDns97z73pf5/ve+R5h3/O7v/R6//o3f5E/96r/Al77yJcLVU67mia98/efIz57yZ/7CX+TtL36Z090td3f3hBj59t+rXD9/l/c//AbzsvKFt97jyRd/gvnlPXIslAKrNyAKBHIVS+QT62iXHUAtq7KsVvr4wcevefnqJUmUt58c2EWY68qkK1GKRXemmZD2lCJEiaQaCcX494kRpoBU80TFFJFpImqm9ZRo88fabNucCSFBSFYPHn2Mg8feBdYYeLWaFzHtb3i+vyIg7OOepzdPefLWM8J+QpIgNZPvbnn1A2eUqIVe9tfBgHECLMtCcRAQpOUz+Wpu4FTMzybumrOug3UDBmodEfOauzxVt6B7UprPtcZfsa4Ly3pPLkdqPVFz7t7ZGCckOFFRqEZrTEXVunCWcE/VI0bUZd7iFlI2Be9rA0y5VwMupRRytmdO0dRUrWPY0oSNhCZPB3lMcwI+lJZdRHdXw/a5+DkQN2ibXJbtGG07M/xy/qFvLadNz45tnsrxfrfP271vPVaawdwSqrV7qJvuefCIP/L2GXoTpN6pSyQQZGKaDux2e0KMxrGdM3k9cdR7TsvKcm8saJSVKVob2ZxXci5bb3sR7xJ3ETaIkRgbc5WRd1Rv5GKTMJwpIWvo0cBAGe77fBDB6mqjdxMDnFkO83IolpglVqgWd3tqDdxcPWO/u7Ekbi+LeRNG1KZk3qS6ZXMkDNUn/oE6+m+4QjYk2f6+/OwN1/ikrS3GDlREWE9HPn7/B3zw/e8hWpliq3EdxrqBB7HnbB6WsTqjn1Xa95FI2IAA2gFbSon99Q11zUy7K3vfPtkbXer5fbuF4FaCld+ZJROoJFbK8WM+fP998mLO3hSjNSqSltU7yIFxQfmv1RdhrUb1WzNUMcbAEKolkOXi66GwLNYRsKxWd18dINg09HLBquRazAtQLXyw5kpeM8uyekb7lmyoFYjRePo7MFJCVMvyjp0QmSIQi1CiJeyJRCTOSJwIKRFSJJSJkPZI3FFk4jaDno6koOymxI5KDtnstima8zsUQhYWUf72f/lX+cNvvuL1b/wBv/V//bf56MVL/qk/9vN8/PqW3fUNNzfXTGni3/onf4t/TZ7x8qMPUYTd9TMQ2F8L3/rd3+Gd5++Rc+b3f/MfoWkP+2vYHaj3R3JxRReNlU+iK1lvCV1R8lJ4fTzx/sev+MPvf8DLV6+IKB+/mNlHYR+VfVR2UzBlPivTfiKGmd28ZxfNTR2mRNrNNj5qijWlZIDAGfpEDCDEaK2GQyvxkoCEhMSJed6x2++JKZHzymldqTVDMBrkKQoxReaY2IeZ6/0V87yzTMBo8yO48tSaUS20Uj9z25sm6hax1fFZuFY3fbcpFdoMRhCXmbaOYls/vrY2WWHPa0mGbB5ShJIry+nIuhwtfFIXI8byqhapBuaLWgjNkq6bN6JQ6sKSj6xloWohNt4PRwDVf3K167YcnpFUbWzA1r0Io4wbva6qbxSNIwjYFOlQ8N09j3QA8ECM6mN/bgq/3U8rSz13D4z3OPxUtvsR2bxRYfOcyFnZ9jYWP0zOf5btU4OBqydPiaeFtGYkzVzfPOP65gn73cHc/w4G1vWIqrmRYlBKAs2BSYQ5BiM/icW9A5u7vifx+UNKCFsoAUh164uOSK9NbpuE1uAHahjj6rUvEnsX0stqvB+QJcq0SYK4l81Y68xctL7xVqrkeROXHXN80098OZcOp4tj0bMJ+Pm852GhtLnTrG1HIW0x5HXh9cuPef/736UsizGTaeW7N4nVcyk6Mm+T1IEcvURuDJ0YaAvBONk7U57H/QSLW+7rDTdyR5r2dEAxKP3mURERfroemJyQpdRqYEDEzYvMJCvl+JLXL19Q8sHyDyT0lr9bExIHL8oG7M5ei4HQWs1xG4IQM+RQO6CxlrqZ07Kyrg0MlO4tUBVSsEY1pSrLmi2boUJZC6fTwum0mjvZwYB2oiqrybbx9jrlWizRPAIavDGOy5xgSehaW1WLCdZKAA8viHjTnDijEq3BkCpRTTcVFEnmdUsiXpRp1rGAlb0FZzpQ+Mf/6B/xZ//Mn0ZVmOc9+/2eVE5c7Z52a6aB67TPpH1gvra8k7yc4PWtNfoJExoTNUS3yFuTn4kQI1qV6KWhccpUTtzdn3h9d89xMQ+A3p7YJ+GQhGUWdli5IrUQysJ+N/FkjhAmJMA0zaR5T5gnt4oVidHq4wWo5lYPDhBi5+EKHQykNLPbHzhcXZGmxGk5Ue/vWfOKYEo9TpE0JXYxsZNEjAm0ebcq1JVaVmpZqHWy6gF/1ibTWnOjGK0Pg7hXYPMMuJLv83qzKs3aBdXa5WP3dFz8dMu0zXCFUqyUs+QV1BI90ZbsKESNbsxY1U6IFg5WooMOWydLXilamFqJ7xA+VQc7Y8J5iNEIrlIiJTPago732lbwoJA/paGs5//h0x3l26Wrtp9Kzz/ortZ2yHinbICgal8nbS9pHUldL6o0/gOlUZOfh8A/n+1Tg4G33n6L++OJ05KJaebq5ilXVzfs5t2ZK6rmHdNUuTok1tOBmhdYF5LAFKMTMfmkC9Hf/wUywx82OiWnfevuJM9IH+JFoGcDc05OsSm9VrMbfLCtBnmLg9eq/hIsFmvtSRNXT54bmQnjUuMhIJDtqp+4fYpJ28583rvgx3nxFzi3n9fUL4hzzgdSCk4GYnP82Z/8ZZ4v8MF3/5D3vvqTfPf3f5u71y/tbFUQqUw///P87P5tvvsHv83bX/oay+meP/ydf2ykPSJ85et/lPV0ZN4fON3dcn/7gufvfYXvf+t3SFr5+/UFv/LsPZ7J7O+i8uKD9y0Zz71HvytHklZ+suyoNbu1rS5QDAzEmEGzCae2+OrAP+/uu6Ysu4jvoKC9Ru9b3+ademZ/McFaajU35rpyXDN5zeQlOyDOlFwAo9NNyWrUlyWz1kwplXXJ3N8fWU6LgwCzEEKYep5MI0qhinPjF69EaMLaqi5UQqeNNhIkzMMQzJNB2uZpkGD9A/Z7aqoIK3OK5h3YTYQg5JK9GZGQpHLrYCBoJdXKpJWolXo6cfvxCz5+/wOezDMBJbNw0vvuGbPOgkKulbUqucCUnPrXpbe1YY4e+qs2B5t73te/hoqW0lsWg1WRzNNEI2sJMUISShBWFWthXGG5O/EkzEylELU6BTXekdCS5dS5Naqv4RCsbXGIxn8QgsuP/r0QU0C8jWDzXTSiUmEr30vJQgmR2J+nJ7rWbJUE/mOeJVe2ooQopCkyTxPzPPXeAgE9BwM074BJKKu2Eg89mHs9+rVrrfZMzTMrwTg7mqxshlHVfk9CIUWbQ1Grk2O1knInGZZKDBUNkSIYmVdN3q7D9APR9b0DgtbKWV3+iI/7NO3Y7Xfs9zPzPFHVKg4YgMCjsvaHeUzfuD3qB3h8ewQQPPi+m1jj+c//6YbRI3blFrjdcioq0nXtWVXd57R9ajDw9PkN8S6STishTlxd77m+3ht3eIiuXCq1TKR5YbdT1lPC6qNWAkrqCtgt+RjPlP0DMDC4ShgUvXlHts/kTAk3cODomI2IaEwk2cCDu7ybwm0Qwr0DlUiarpjnRKkZqdvC2a7W/tpezI86JS+3DmD93vXi30/a+rBs6/vCbYV7Q0xRxiny5K0bvlS/CNVdeqr8mV/+F3nx/ve4f+ervPcTP8OH7/4Ev/Prf3s4ifAn/9if470v/yTffPcf8N5Xv06aZv768S9xOt1xdfOMX/wTf4794Zp5d+D+9cd8+/f+MV/+6V/gv3z5gjTvyTeRf/6P/gpvy8ztyxfsDlf8Af+Y21evALfy9BWTBnbst1BBt0Arooldyix6Z65P/19D0jpk37eKk60kdhuPKm5l+7CrCKUCpTpAtJjmms0jsBaL9Ze1si6VdSnk1emQ68o02fta15XjerJjlpXTcfHYrd9NSG35g7pIb/dUK3jVQdBgnBfR8hksibCAZBAjMhVPDFPvQqhVkVpJAofdjD65IcqOUu4JKLt55uCkPsvi1mcw8pxdCKQgzKGSY2UXKnspLHcv+d63fp9vXM+cXn/MF7/4Be7eCrwWYd7vCSFaPkMIXn4J66JQA3k5UtZ7qCtTcLd+jZ7IGC35Mdr6L2LVI7mCJuF6N/H05sDt8cD9yVgWI8phN1nvJDIEYd5fMYeJqSq7qwNxClTno5cayXVlUgMeIpajmKKQJBJDIIkwxUCMBjaUat5MlBggRsW6VmasL0ZhTpCCNViKMSDJAUWIWPMhgw1mhxt3ifW3qA4yM7Vm74XQwpHioVkryTYg0OBsU4tGkLQxVLb8K7pH7iyXSGSb312WiHkkxPoaqLTjbS6EUInWoJlcxAGDnUSw/BJxg6pdPMgEGnlRld8oJ3byGs1HymrXv63KN/eVXw5POYREqLbWU3Jw2Dy4he7ZbJ7CTZZtFr6e/ftpN91O/kO2x3CAwOBx3OTu6DFo4Y4GtrYwwSMnvAiRWJhs0I0Xuu7z2j41GAiT/cRqiDhNQkhCSLaIvCzcSlbm4FSflmhl3du2idlcIeZ+C66sHAz4jtJRuwm2MwTU35uXbXR3mA7fx+08FnyDYZ82oTaEuYEC9x2DCEUDcZotlugc3WO853KT7UH5VLPrU2z6mSa3nP3+mItqm0rDeZ3MaT7seP7OcxN2wehX//53/wm//IWfZbef2O12XD254t0vfQGRQCkLIPyjD3+HP07m+ulT0jQRYuDX39vzcRWeTzNfnpR3Akwo+5tn/J1wxy5W/vPnwl1ciQcb4yntEKnsrw68+6Uvc7ja05pSPV0T+6K8FW86otZqrky0EqUSWXhR7s4soi0A64AABu+Aveqq6q5hG63SLK+AAwE1l3xpPegtT8CSarGkv9UY7fJaKWurEYeyWHOcNa8clyPLyRK4SquC6ALfX5CXYDZOeasz9zep0PjWK950SSoSDKA07gPc+1VD8QRZs0RTDNwcDlzvhN2srOstZV1IKXDYzazrkYjV1qdQiQj7EJmSsEtQU+VqUu5nqOXIhz/4Q36j3PPR+9/mj/7sz3L38z/BSZTdJAgT5nGaiCG5q91aFgcKyfe7OcxMemCdzEsnwZM+vVyyqpJEKRqYAJ4ckBDYH/bcHhdyqUQR5ihQCyWvpBh48uQt9tc3EBNFVwIFqnlzlEIQJUXLI4wBphjYpcgcJ6JYpv8UrPzPqLndqyjJE+YCaQrsZiHFSAqJUj0h2fdV9+dH54cwcFe7LlM8pt8Lt5sxgwOGgWtAtYe7xuVusm+EBd2ksU+aohrl7PZ1Bwab9DD5J/2eCiKFIIWqnteA+Epy2elEXxQxJkxp3RsnVAPfTjt+9Us/TX51z+76iuP9yje/9W2WdeKbq/I9ueLr7PjyF99jniLLmvHoo3Xni4Km5KW4lbHEerOy/e8fUT8+rBsY/tKHv58fefHhqPDb35f/6uNyfXseN7A9h2J7jQ1gfJ5Q4DOAgVIteUQpWK2o02iosYF1ohevFVXnhm8JMYrJY0PXJsrM9rGHrK6AtSt4c9Fuk863bV4DGxny2HBn/L4pw215DNhOt70Fd5ehbgU4MkO3hI7oArjVgOqDM4632C3TLR/BhfmDvV0Z9Or+8UGGfRuUv0Sh/QxsHhDdyHUc8J9vzTrwGdXd5iky7XdmEQVLDPpmPfLRD36P25cfsJxecvvifd7+0tcoJXP78n0E+Ea55dde/CYTAh9/g7weyU9u+MJbf4QXH3yL/+j9b3A83vH69mOm+UBeTvzeb/115HDN87e/SMEK9kWUNEeW4yv2h5knb/0M8+6KvB757vIR+vIFT2XXH7q2hi6odT4rR+5fve9AQftzZYHSqkf6sHp5HoGsavF4dbigls2vzglQAGrLYyhWFeP5Aat7BUp2TgGLUniiYCaLJajmmllPmdW7xbVAQF/U1RSBBqOHrZatQKhbSEOiuS0k6ND4TK1po9h8LVoRqYRgTV6KFhMo1RIqD/s9u7jj6ipxOs2cjncEgf0ucS+VWjK9OdLknoEo7JJQE8yTsJsDa6nc37/mO9+55eWLDzjsJ44//TZltyO69apqVnSKwa1mt7ZTZDcnrvYzUQ/sopKXxMZVadawYmAvomQgxEqcJ/bXVzx59pT700ou6smhmbwu5LySYuLm5hlPnz1nPhx48epjjvcvOd1beYeKu6ynQEw211MKRrGcLIEyqBKDMseEBKEGiCERBibI2Z8jpURJ4pZ9E97BS5RbrkXA2tS2mefLuZWbsIHWLX4+5uGMxrCcy8JBCPXw2GAcnckjmsFjVn/VB8IBOnOqJUJuP2qkaxUjj5OAdeM0T4FZssUBQQAvhX0+7/nFm3d48mTPnHakMPHv/e53uD0KT47JZKsKS858+Qvv8v0PPziza1IIEJW435FXe+dNjqHK1lOl2X127xudM7am+7+bUWgi9dyIGg6iDdc2ittYn3khhnFsY1wvjEaTS7VL/Eb+svk07L/VQUCpF8/g96dnL//z2T41GGi121qqZ43ajWjGG4Y0y1pY10rOTkbUMvilTZ5mMcugUOl/N7rJNvONMjt41v35kxsngOcWNFDQ3P2uFFsrCnFGubMyOHVwglkk1TOIW/yvdHWqnbK2scS1nt0X08ZAtde81+puwWogCTxeXR0QNWtVN0VuTVPc5HUBMC7qhiqFc8Tfvm+axSyKFl8aZIwNhr0LHNP6PkiiYuGQNsmrwK9/8Ht8PT4H4KPv/z6AEZGsC6oWe/2tF9/h3/jlfxVefsTp7hVvffnn+Y4eeUdBv/yU/dVbvHj1MX/r9/5D/sQv/Hn+5n/xH/FHfuoX+Ymv/jwfPn+L//t3/i45r+zfekbJ2UJE02LxyhhZ7k4oWGZ8mP39KaG0Jr9KlQJ1QpNTnVaQKuQQOMXAEq2vHMVhaEyUEKmaEM0EFgIrSVeCas90LlQPJqt3nqvUXFqjeiQLugo1i9FSl2gx+9JeTkvGUnQVKNE6JFLPc0JCMGa8WoyBUSK1CgRFekc8V2INONaIWIDWGsT5JKzBKheKRtayUkqmFCNFklKJ08Q07cl5JaRibuCdldWFvMKaUc19yQVgToE1mqUraSJQKNU4/E9r5vXdPcua0Z0p8Qy8T4aqfByV9xGWurLzvh+vYuTVbqboypVOpODr1sE2EkwYVlNaYRJCLEQV9hJIc+JpjHAs3O/v+YMv/g7xPlmOSAi8TB9x2n2XeZ65S/fc7+84XZ0oZYUgnOaZ1/u9VZt4cmSK1srZo+uc0pF/qvwiT/WpjXlvlObuGykoW7m0WbPilqt5VhrLZg2Z4uxaicpUleRRhlhsXdYQySFSiCQS0Gh7N89RkwnCeRKh6Rafb+iZfOhi1+WqSkWiA8hqYQ7xLo3q1MVNDKtbW1IDQSdfbQlIUCdEd+5FiLQka0K18s0KRCG5ZzWXzEcfveQr736FdNhxPV8hL05krdRgEOR+ued+veN5vKEVzqpa+bq9J8tBEDGQpsXusQalhmpaLagRYVWQoG6QNqVqXA5d14j073qsXvB1u1nyl3K+y1yaV2JoZy/j3roB/sGaF6fVr+34FlKwFdwBQQcOdpCf35I09dJ4/DG2Tw0G7m9vOd6fWHOlViHITMkQ49Ld+BKUWlduX9+yLhYPpDqJDG7FO+IVJxTqLTSa+35IBLRQQdqSbrbdujs+eAJM69VtWeguVGj1mS27djv/mGzYnLBCi6VZGVPrUY7MTFP2JCJ35mnzDrTF1yzy9kP/vWPHQXdLf4jxs23FjmhTxmPaHi3E4aj4HCG2P8wGaRNQ1I4Lw82MpTutl/i6LKxUonN5L3XhniPBLRylUu/vURd0IQTWkLm9v+W96+eUNTPNV6TV4soffPQHPHnry3z08gM+fv0Rz59/iVe3r/kn3/h7fPXLf4Rv/f4/oUZboHk9Mu+vqbUQYmJZ7sl5odTMst5znWZnD27WjWwLBIubtvfTXXHC1nSpSTgc1OGFWEO76bYk22sUB6NqO5uyKbV3yisl9vrw5torHkoYXXptn+YNk2YRdEHh9eCB7b4RC7NJJUrEWjA6KZOHNqjBnqIWpEZLkLPiA3LGIUSh5kJZV06ne2Io1DLbPFDzeu33V8QpUVU4LYV86+t9KNlV1HhFxHm6vCSn1MppWbcKizXzHc38w2d73jlmPrxZSHHH/QffY7/bM4XAst7zOla+/d5T/of6Jd7/w9+FWrl+9g7vf+dbvg7hrfe+xMcffMB7X/wS3/rW77Iej/4uI1/51h3vfv3rfOfFd/nvfOl/zpXecDoeWdeF3/7GN/j4ww85XF3x9rtf4MXLF+RS+NN/9p/jP/oP/1/8i//yXyDnlb//936Nlx9/yE/91Nf5yle+xn5vLXTvXn3M7//Vv8H91zOnLxwJKRBTdQBtsiLnzLIu7lWUvrKa8jUPg4GIEiy5UUQpWMLgtFrOQ6ekxrLHBwFmdnqtlFy89HEwenDynS5TdLM8m64b5GYvU+WiksCXUJu/zThpk7O3+lagRgLJiK5C8jkJ/rT2buqQ1CvK+8st33vxA8rLW+Zwwwcf/gaH/Z73nv8E8q3f9vuq3J/u+b1v33J9tWdK02aclcK6Lt0r1z297QEH5V2qcRSUkkkpuYjwzPxRtuI6xk3JLkbbDn1dvsn8Hk3B5m1oVvLFLjqu80EGtb4rlx6Efn/2YnplyKPX/ny2Tw0Gjnd3HI+LWTc1gCaWpbqyjl4XCbWuHO+PlHwCLYhm6yKHWlypsXmFNuH17A20LP/OTBWsJOaxl9LIMezao8VvM2RT0+Fs4p8tAjW3KkD0MEHVanBABIn0mnYeTCXd/mmoTuHRqSM/5OWdzcKHx3aLvpn4j0zQYQ5vC1dxReZuRtXNq9FzJqCBkOqCvWqxfuJaKFIpFKfiM29D9VBEm6IV5eXrj3n+dKbWwrrc8x/+4d/jFz/8iJxP/Jd//z9lqYXnz3+C17cv+dpXf5aggQ8+/D7f+/1/wM0f/WmO9y9ZDm9Rq1ri4fUzjvevWdYTAHe3L431cvfWgLcqaPCseqDWHsbZxsQ9MDRAIF3JqrQuc1ttQVPW4zncUdMXrM0bE+hFi7uDCxosjFBZKbqegTgV4wkI0aS0OExuiZCmPSxWrt7UqLWSFidYCW7BiocFCIpotXi8VIKUDeg6e1tGqMGywpfTkVevXnK8F2pd3bJVJhIhTuzTRL1WjvcrL/WW2/t7XnuFxO3xnmVdbf6FgOJMdq3JkColF+7u7pjSjFzv+Rff+jl+9uotjl85sr+65m//9b/C8vFLrvY7yrrw6uWRL7/3FX7mJ/8Yu92e/eGan/jZX+Lf+T/9m6DCW1/4Mn/+L/7r/Gf/wf+TP/XP/ys8+/Vf42/+tf+EXKyk8Gf+9f8ub331q9z+47/LH/sX/tuc7hb+8C//HcrpiN7vWV9ZG90/97/8N/gb//5f5j/+3/0lfv7rv4Le7dnHdzj8yk/wR772Hvm08M1/72/y81//Kq8+/pDXLz7idH9L+Giifq2wrpmgwQ0N6XMj57wlOTel0o1LrwfxstoRDEQtHTCyWjvrok5G5evTwopu+7XcEQ19HkrT2A209tkum0W7aXXaXiFEq26IiRgny1tpLJn13LrtPebaj27PHryqQ8UbKrFCLIh419BqobspBl5p5TsffJubZeLlslBrQgj8/re/46DGwnO3d7fEKFzt95xOK9cHW+O1mjxaFiMms95h2fg/aEnioVv7W84Z3ShzVLPJUlwGapNi2spJNnms5xL/TFx2qYlbWpt+2BwDg14400v+TgcANoZrRm9wM5ibDmyhhzfc2Y+8fXrSIW0uTbshcdOjNjrO4cFMVng+QLXJa4CgKY/BBu5ZU/bAW7nPlkRo5RTjo2+Jg0FCJyA64x2QNugGGH4YGDCXW3BLuVA6GEje3WtTFW9U2jZQF/9+iqHtL3YkmPmUx9oJGtYfJn6DLtrLOdXHhMZDjoGvpgiDRBMQKUHxd4wpoRSs3jcEoZbgAsOSooJYmdFf/vY/4F/53tsIlY+//7u8//qblPQ2v/mb/4gfvPgeGgPf/M53+C/+q7/Gyw8/Ynl9x9fe+xrP/vgv8YPbZ5S3My9fvm90qaocj7eejKUdTI0LWbHQjuJAQLQr7RYXacK5v78huURrdTDg7n5tHiwTcl2qDy7TDsZCG+EGBKqhfKlGuyqr0Ra3ue3jHYc1ECR04Vo9vwGPR5vQiO7RMHdglEhIkTgJRKW1e7bzWqa3uHIwOlprHGNQvFDLwrqceP36JSWfON6/Zn+15+bJNYRILta5b7e74eo6k+ZXHJcXvF4Wlrxyd3+krAZwYowg2RK6REjRjALFOgQGecVH5UR6/ZI72fFX/rO/xz/3q3+Kjz76iNtXL3hydSBQWdaFey2EEFmXhZ/82T/O1c1T5v01x9tbfvCdb/Hyw/c5Ho989w//gHe/+FXSvIc1E2Ji99Yznr/7Hl96+6vcXL/FB6c/ZP+rf4Ty+hXf+M6v8ZVf+AV+71vf5C/92/8Wv/qr/zy/8D/5V+GPf43r/S9x/d/8Of7hb/w6a1555723CX/6p8n/9Hv83b/6D7mfXvIrv/pnOf713+h0xG39C+H/x9yfxNqWpfl92G+ttfc+59zutdFmRLbVZFVWT5bZSCSkoixKEAGStmUKMGxPPPFAAw8swLANwwN5YsM2DAiWBwY0MDwQLEukRJEUWUUWi1WsJquymqwmMyIyI6N/Ea+573bnnL3XWp8H37fWXufc+yIjsoKi98N9596zu9V+3//rZ2UUCrrEnHK8+TlQQl5N++NcJloRKhyI5al2SQsiTSnXJFIan0/hxwSnvhbe6f0pqRatC6HKGEWy9Ob1OrOPXS2o944QhL7rNeQxdDVTppUIqz4NeMGFsiQdBI+a3xK4BD6Cm5AUyW4Ctng/4UJU1X72BO/ofaDzAZJjGoVxky2EUhhH0a0mFapruLJpt2pJBadhjCF0xCkzjiObacuYIzhYLJcshgVdCCwWAymtCCEgQCpgQqTmLZmpiZQtbmRT5u93CG3DfW4S7AqBqLRiliRmht8AgxrqXJJAyazNhGoeKI+uc5xbB/bmPZ/B8YnBwL2797i6WrPdRrrhgNXBMcNwSOgGfOgBRTcxbrlyEzEGDZuRWMUqddC3ZAo1T4Cjlbb2My+1ZoI2NFCP+Tk3JWAoWbS4AQzU8xUMuGrry0XSCx685ncvbXCG1MRZUpjvc3zsVD1L/fR9sUajVpL6FfPy2l18hXnWFMwNc6ur1bma5jn4gJghzpnEqhkhO4L3ZGde8Cb5OO/xyZPMK1pEIE+ELvD44dtcXV3w8OFDohPW08jl5SXjesPS9WSZEJeJtk5EVNpU0xM4SzhS8iwIysSLpiZ0QTMQ2g5XX5WZSWr320JYRQMgZva14gGiNl5ndr+crTKh7yhuqrV4ivOkpIBAGUFUbZJLZPRTvBmCy9jOVJsSU43ZDBFHEHMpMw96nTMrU2xk0jtnhFkgKNHWfeXNuTFpqlixMrE5ILmj6wPirPBRjmCldTebDf2iox96FoulghDfEXrPcnXErTt3OT27pI9bum5gWCzYhqBdsmQ42XI4gKfvBrrQM/gB5xxTjFxsrvjNP/hl3ntvy2/82q/w2rf+mH/lL/8VHrzzXXyODH3PS8tDLs8eIWnk67/0n/PKV36Cu/efZzoewXseffgBz7/0Kq//8R/w+R/6UZ577gXTCAZO/9E/5/Cvrbg8fcL52VOWt57jbHrC0cltvnn1Ar/2jcekqeNvfmngP/v7v8IXvvzDjH3gjfUxv/Kbv8rDsy0/97M/x0vPnfAPf/X3+aHpin/8xpZ33jvlF7/zq/w7a88yBPphsJwDYQYHjrqXCl71Icz0y+asQIjkHMmDuIzPmS4luimRJsGHDmXHMEXVVqnS3Vt1Q7W5b7ZbNpsNIXgOViu6zrSiMtNE2/IUs0UhAzlr5JcCUI9kT85Oi2hRzLeiSdYKgPYaViS+5NzIWvWRhLgJvNESAwMSNJWzcx4vmrXRuw5PAAnk1DGOwno9st1siHnJNLmqjUxJBZAUgaYQVN91lmW2B/Ga2yMnxu2WhND3vSUq6gkhsFyuWK/XXFxdVADvmsHYKfVMlTWqsFuIrbQD2JLgSjtN6BKpTrrFhCntZVLmYzYvZ2nur8/abYeUVOnlHRapMpt7PrvjE4OBoe+ZuomcoesVfS2XC7pugfOdJYWIOBfpOl9tm8XT1BlxvhkMWHcNDLRM2+/VIGiPsuFKAiJXxC92AYPa131V3ZV7ynXFWbN616NqWOe9qm2dq/a38sy2DQ3U3GvgMwazgMbvjyWeebs0C3Z31UHxyHZNCEGb4KIOjQjtv3nRm/SbXbM4Z7VjBVQ2KGInNDNbUOaKxlYvF0v60DGOI2OOrMct680GiREGTbCjmf4yUxyZGBGKqchXDRC22YrJZhcYFk2RzlVJt9rOl/ZZ5rGpaN1ixEVjBlyOkCZyTlUdrOF7JV94RnI0x7nyE/UzFaefpN7qJZOcozoL1Ql0YJmCip6g2oqL+QsDspqdU/O/u+A1FXHIRTmhBXUs3rskz1FmqXHzfafAKscJyVFD5fqOvu9YDIPO0bDQILLszGmxY7E6ZHVwxGIbCL6j7xaMhFobwrtAcEJ22fyBtH85Z2JMXOTIN3/tl+EPX+cP3rzN0r3NC3ccm83foyPzwnN3uXfvFr/2zrfoL0c6NALhzT/+bU3xnBLjFHn/7XeYErhhYL254tbtuyyXGl7ovvs6b3/n28Tzke9++yE/92/9NB1bVqsDvnryLo+mj3h4/oi//Z/9E87OL/jrf/N/wP/4v/e/5NbxAf/lf/lf8M5bb/GjX3qJF37yR/jyi0t+9ud+nn9fMv/R/+l/x/PdbU7Ckujv47tuzgjoC8MvRF4MDDiTXsMuHSvT7RzB+LbPiS4EPJEcRiimFmMWOQlpTOS85erykovzFdM4cXl5xWa7YblYGABcMFgZYsDAe1lj+l0p6gZlv4ppA4omTdeX3qTSf0ajQFzwCsh9D65XjRfJHpVBonUu0RB5FSQk4NxAF1aEsAC3UP2VaCrui6uJKcEUB2KCbKVKs6BROQnzPSj7AoLPdJ3Q9R3d1BGi+uuUcNTOtBDBm0khN3StaEhs/+vvUoFCo/9jJtJ7gMC5mpxsPnbgQZXw58Pt/NaeqbTXTs7gxM3nC2howMO/iOOThxaas5Q2FNr82aChhNmyaWEqn130crOavhBqkYbJ7BxlcloGWBg31AQH+oqZ4OqTZ6l577qyeesFsGO/mSVwaHtR2/QsqX5+edOGWfqen1Bixj8BIrB2ubqUGqZy7b27bXON6kDV4kJRI0pJXFJsfxQGa493GDKd0Wwdt7bZtTkGpEyq9d5zsFxx++SEe7fvcHp1oamDnUOmxMIPaK6CbFqlxEQ0qd6IVyN9jePI6DKjG3c2pxTA57VQVkppd63aDKr3/qyJKrH3zsxE1fSVVPUpOH7z8QFP4qLmyXeIRdYcIDlWvwrVJpSxKjY9naOSsrnkmS9jNsuMtpEaVXQZR0OlRrAsPbd3s8lHTHrMrjKA7J0Scavv0fnAHy9H0oees0e3uVoHhMwwDqwuDzj66Jj+TMEArqQW75imgSebjofxkvdGj9sEtn7Bo8PPMS7MNyOrFNt1PcE9z3pzzK8+PcR7z7tdZnX1Pc7feYfTU1igpqF33nmPO7dO2KxfpO8+T75zXxlWNTUWomqOcykRI3S9ox+WHB6ecHh0rHO/WJFXh6SHI//J/+s3OP7ygv/z//H/wF/76/99ttstL770Cn/yrW+zvrpivdny27/9dd55+x2C97z04ksMfUfOmY8+fMCjhx/xX/3t/w/LoafvhzpVWiEvqNp8RtLN+qxLcRZiijRat4r+rullmZ2unWohE1q7YormSzBF4jiSx8wpTxi3G2KMPH78GICTkxPu3rnDcrlktVwyDOZsZ+rn1sQaTKtX2jXFyHp9xTiNNXKo3fdlVaqvVcC5Hu8GHAs0FfGoNLIRhOa1agw8e3Lq8d2KLhzhw5KUe+IorDeZ86uJR6cXJBkYXUfGkyUonRNPjpkcswlqaobU0N1s2gOvWqjB0iB7jyQh5YmchavthvPzc66uLjUstM1P4HbpqPqJMUexMOcwaI8CCuqd+5roemFDmIuQWq4Q5Z27Tt/GqQr/k2adFbrLLnC4KcfNn/b4xGBgmib1oLZDKxRGknlgpxyJKZLiqPooNYygA9v62dr9UjbP7vftUQhDAQvtfft3XTMB0CCo5rudm+rEF4ebmVLPqp7dYjlKoKQittZRb/doNBVS0GjTeFFmex1lzo2Tvd+qZ0GzONqr21wCytzKgJUAFH2pq4ZLY+71Hzsb27m5BoRvChKpul7Vw8HSN2t2PCGlREehE46D1QGvvPwK3TLw3ffe5fTiQs0yWYhXE10YzHnOV9+MZEWAijmgbOLtdkvnElfxct60zjf5+QWXNmzHLVOMFZS6MmYF5EkZiohaaWfQIFYhbhq3TCmzvP8T/I9+6mUuH77P3Ve+wvbylIsP38KrW54+MzhuvfLjpGnD+fuvc+tzX2Vz9oDx4gnOQdcvuP3qTyJxgwCb03eRuLX2YUTAnAVrsPQMBkryHUyVm4FY/AVEvdV9dkpEXanI52dHURHykwv+rL/gvfUDzqbHdJ3j6OSYo1uJw2NHvxToFohoDYVontsfyAXffvgB72w6bj19m/HRO0xPzxmTJldSb3dH1/W8cPAqlyz4ydUaPLy+vo+sN5w+OWXcPs/Qa8TB5cUlF2enSNpy63jF9MptMEfKcZqIcY7VL+rXLEpWgu/phyXDYoUgTM5red8k3L3/HL/5679GjJmzszNe+cKX+Ge/8sv89M/8HP/g7/89xinx1ltv8Y1v/A73793llVde4cUXX+Dtt97kYLUk58Sb33mdn/nZn+Po+NhU8AUIeAvxrLttJgh1wxUgN0uZs7lK51XqJSrMJBwRjVyKktnGkWkaieOWtN2SJHK23fD++1d88OAD3n77bQ5WB7zwwgvcv3+P1XLFyfExBwcrvA+av8KpWcGbv1PXdXR9rz4G3pNTYrPZcnl5SYyxUiuzVlvdg2KiCARZ4GWFkxUSk4HebODI+lM0vZKQ7Egx4PKCMBwR/DGwYBwdl2drPvzojIcPn/DgwQcMixO2dw7BdyRVDWhbzJQVp4mUOhIwbkfGrWX9zBp+PAwLTTGNZzuOSMxstltOz55yenZGTJGuH7SQWNTkX77sOWPrtSKqmbscrrG6qCagmOSq7NjiCWnZ9C4rqPt7Jr8NeHRVG32NC+zR+NK+nb+vaSD+dMcn1wxM0WKVBU9g8lsNL+m0MZqaddRY5hipZYFL3xzXGp6Lj1YzFK2zi24mdYSqkrZzlZ9itypjmvM1Q0G29uQd9dUuA70prKM+V7g2SW0oYUFtOxM0XzgDipxrbgE9pSpsn03Ca98vjT3/GfMspR3779tDkzXLgqCOZDZGoQuNs2SJr7V2lRCiBqnWsBbLSV4CPX0jGZS5Uae4ooIUVUUf34IAT8/XpOzxfc/tk1ucPTxlYIDloRbHCYMmJAktI5gX/cJdsiAwdAtSSjWEiqThRCRV80+jEpHZlKCMvgKCGscuNctZ5x0hq7PRuN3w+PETLtYb/sqfv89qCPS3j7l//y7diy/wpNvQuSYlbNdx8MLn8MMB2+eeYzh+js3jJdunC3COgxd+hMXRPabzD+kO7rDuJ/J0WRfZDLBaAGyqXW/mgyZENDkhYsRLdB35pOezg+w92ZVwSMFLZtk5DnoYXGThJwIwMLIKmUVQJzXVX6uPQfI9KY0cLhYMwam2ZNrg4ohPI8SIT9m85QNBoCcyBDhZ9YzTSEBYDAvu3L5NXN7lc88tWYZL3n7rLaZxQ06Z87NznSs3zNXuqqTa7JeMOYs6nFNGl3NmSomn5xdsr6744P33Gf/wDd5+9x3+t/+b/zUpZ776Yz/GP/2nv0LG4wNcXl7xH//H/xG/8Av/Ol/90a+Sc+Kjjz7kd7/xdS7OnpCz4+t/8AaeJcduxRMPeVwRNwdNMptW8JBGsLHIJlfMkArEZ0NBo8XCESRDDIwZrpYL0uGKcRU4y8e4p7CMI7iOJJmzi0sePNzw8ByGbeQqnfHRWWa5XHLnzsTJ8TH9MNgYGcA334bWZAFOk9nEaI6IRTMrdewFwXcKrrex5/HFLS63L3G56dhsz4l5jWUdopoifQZndRWyR6Sj80d0i1e4nJ7n/PyAd7eZB9874/0Hj3n69JyL84nVQeRqyLz34cTQW9XDnDg4X/P46jEnTyZWh0u6LvDSvYUpgoUQOrq+q0xbRJCUSYHaz77vWa6WDIP6sCgtUdDjHRaBNgtRRdtspKHSjh0m3wilxTxE9ZWy5F47xHtPC2F8oayXsr5Vft4VMveZfTUZ2HOKue6zOj65ZmAcVWLLkJ0mnPGuI1sdds2qNmr2qVwkrj2RuaoCmoFphOWyMPXcfJtKvbPabWb114+iTi/evVK/Y+9d8/XtBENBu452GnY/91/KPCnld+sbMnuLlp6XEJKCNut9RZ6obboJMdaXzL/udKC8e15MKSUuLy9Zr9c45zk6PGB1cFCdCedxKPMlM2N3mlO9hG626m9DWg2AmL/XvuozOtexGlbI7SP+8M6GPju8W3MlEZGJuwdrjn3Aew138l5M3ajORGUTDLFnsGfFFCkONZ2VB85EXBKNemhAoSt9E7E8AbZhrQKh5qFXm2NGUwufXVzy6PQpf/L2I/7sT/4I3mk2wexgcXBMv1gh44UCI2+1AlIE2wPd4gh36wXS9oq8uUQO7ykhEugO7zOdR0qWg6KNmfHy7ONSHLvq1BSQhqiZJ2NMvNxcgHPxSNexc6WwDgJSNC+pLpuUIGdH11t9ejIigWE4oF8s8WHLsFzSr1YMmy1jNkcya1NRR3uv5X5D0t+XiwWL27eJ2zt84fP3OVlN9KEjTVuWg6qFY4wkF1QSLyDI1vHsUFzMWOZPYWBnipHzi0vyZgQOmWJivZ2q0+W3v/063nsWC5Wcu14LB8Wo5qSi8cLakZcv8+rXfgFZP+T04QcsfuoeD+IZ2+lA6YIRkfsvvMqwWPL4o/fYbi9xzvPC576MIEzbDd47Th99gKbuxebFchGYL0zIIDkxpcB2eYQ/OsSdHHDlFmzOMuHqiuJMuk1C8oesbqlD9eQCZ5vAOsFWtjy5clbdz+ikLp6m9stMIsp+bc0ahbZVHa4lR8ri2Yy3EQ9df4xPF7i0AcxHwLL5aYitaocRT/BLXHeCdM9zFe9ycT7w3tORdx9c8fh0Yhw7trJi3HjGtfDho4l+iLg84VJk2XmWZyPDR5d0fc8fvZ/4n/1bn+POycHsNO49PuhqyTGpb4/XcvZd1zEMA8NiYBiGJvxTt5wu2wZ8mrZ0FoRmQdZm72bqX/DAjZK6q3S66CHKdWryqxQKLMkQguYxybPZtl5VBceGFnyGx6fSDIh5eioKi8S4tfhPS7CSNeRFHchyJUr1cDSDMB8zsp4vbK9x5V5nMOBZSGDnWlcnakeCvna9M9v57Dxo+7VKa6WN10DYLIjvfdeAhxYc7HTaQA6FfzZtuMbg29ueDUhmXVSjzpTMNI48fXrK6elTgveI3FMP8mHAOyzlZdESNImcbKi9zNXjQGqTVOpUAlKQcs5qmy9lqbXYjiO4ji8/90X+8g/9uyxTx7jd8tq3/phf+a1/zNv3J44tMZSIMCxWHB3f5ezpRxwd3yVOI2dnD3HOcXBwwv27r7BZX7BaHXN5+ZSLy3MNHyLikmc5qNNi8eSeB1zMYaoAAw21qrHg5r2cs7AZR84uLvlP/uvfxJ1+h1df/Tw5R0Jw9IsliDraeRFImenJh4rwp5HtegOScaEjZ0+8OmfafpsUJ9zZE5xL9i4L3axNLLNmhWKkJSBU95hUKuxZmKQu9Rn8ZjGnx0p4dC13fYfzmj3SS0bQPPPZ4swTQmpfJAHf9XT9gPeRYbFAlkv1rB9Hze2QVSpyDgNh6o8y9OrVHSTgh56VW3Ln9iH3bjlSzCx6j5PIk8cfqsOhJJZ9mKvYFSLqCshwBXuaBkx/Ykys11tCVAfO84srzs8v0Qy/uvaGfsGdu3fVrg4sV0v1Q0iJZb+gmMRiyvQu8dOven7qqz/Pt//wG/x3v/Ln+cV/9P/GP9fRplX/S3/1Z9luLvnmb73O+vKc0A38lb/+F3nnjT8ixi3PvfgFvvn1f8TZ6WPbRx6tlxIoJWmDQEoTY9zydNWzygM/+8rIJJqnAoI5jTqy16inHAv903j+EDJdnwlhDc5V50acRzKVCRYaWwC0Jhpjdr52RuMoEViikQVeQfZmdFxcOs4vM5tpqu/HKc3PJKLVfXDSMXQ9BwdwfMtx+w5IiBx1Cf/RhhM3krKwXk+kDI8PR774YuLLfUailpw+HDyLPhO6hA8Tbz8ULi4vOTrs6bveJKmspgwsu2dR99t691boqnxWMOAr6Z6BQBWkmphR1/gXFbBemIprd67b+2npcaXEe2BB5msLcyt7nYbhFxrmwLdF8uqzP4YZfsrjkxcq8sFsu1ijMzlPZEk2duY9XVTiMks8s50ka+GOAgjmca6SZAECZeJmgt5KPfP5Hd4ozCm7RYmpXnxDh+xxM9Mt89G8gxmgqNWosQ3JvPBUFWh5Du2XUha5TqaFyuFKGUqZ+9EQ7Ll9ihZL99rQNAwVawIhG3ZUZTd7olua3mS2tziR4oQET0qRKU5mLjDiixGKZE47XtVoGa+cpWoR5vGijsg8YOKyqrAtnTM4ggv0w4Iz/5Tf+fAPefXqNo8fn3Ln1nNklmy3yYC5SsrjuFbm1amD4TCsKmPrhwXBqwdxSpGuXyDyVNVzZcIKsxCq/4q2sJhEVN2cJStTFqE4wKac1cN5jGy2E2u/5cnTU1549fOMEulcz7i5onMWiy0WAiYmZdNptlMcOUbU0Un3ThZPTpNKNj7Q5jzwzEm45tBI0xA04FArnzmyczXsMIuaAoqgnrLDdRoOpg5iuv5CF8DBOG3xIZJYkSRqaKY4rsaJy82WmIS+Cyz6wGab2I6JrUucXVzB5Tnb9RV5jCBqIvAOOid0wRGCY/A9zgXCZUCyMG23CFHj5YOn73tWBws8ibNz9RnRegp1IeKcMTLzUxIUrCYy2SkdcbZmY1Sn5fVmw+VHDzk7v2KKuvaWyyX37j/PFz7/eRbLnvX6iu12Q4yJ7TgRul7rUnQ93gfe/OACWdzjH/83/xXT5oL8pZ/XkNq+ByLFAe3t7/w+91/8Inefe5kPpw1C5tu/98949Ss/yXf/5OuEV77M8e17XJw/NJNPwElHCRdVWphRzVuPH3roPPSOLpsPj5RVq3H7XdDQxcrwPHifEUbyZFE2Fn0loiWEKXlgjJVdjvDG44VpB2Z6qzxRzMHYWZ4EbK0CrIi5Z4wnTNOVvdvVHATqHFtAa2Abe64uB06nQ9554vnu0YaTVSb/0AldPMRLwqdbjKMnjY63PoqsxzVIwkum9wnvJ7z3HC474hSIcWRKUW1a4nHJ4ZNQSlJrJsek9SGKMOqL/k0zKPhWM43lzin0nyKUzcB6/kUqT9iJAiugwDlqWs4ZoTfPaJh42c+VB6h20hlNyinXaLdC+53TaqmtA/S+UP2nPT4xGJglTSWcKSdytEGTcg608ltuNnSoIGa+ThdiAQH1Da7Q8maR7nW4xpsXKb6egNk+NwOBBnPYu3e/mZ+r5ysg2Ov5rnf7zffu3TL/WdGdq3/XCcU1kQ57yKa5f1YUzPe1/dvBMZU3C95rIpnbt26pJiAEjo+OWS4W9KZWdFm98MnFDt3M6/5Q1AUu9gYbt7KJzGm0mGmUnXk6An235NbzX+CNX/znLIbbLMIVm/XED730JW71R4BWOuuHJQiWHS0zTlv6fqDresbtmiwZ7wPb7RWL5ZGp34stlup0WH4gK1AqWpcCDvIsTWgvVLMRY2K7HdmOI2nQbGeEgLhAMskhWu+dCEGwVC1lvmycbL4Tog6WIoh4phhrutS+DwzDQN91Jjm05qk27LZshmJKAimpXwuAyOYVrS9FLAY8l8IsFmUA6qQ5jSOSII6Js/UZHzy+woUD+mGJc5Fpuya4Dc519P1AzELcjGy3W1LS3PACFbykySKOvFa7rM5/pvIsjqih8/R9h8OZpkrna0eKK8XAQFeQr66elBwDWZS+hNCTs4asfnT2mIvLLSKOYViwXB5xfHSbk1u3ef65e6Qc+fCjB4jTmP2+74lRwxiTSczf/c5rvP0H3+Bf+9f/Db733/wGJy/c46Wv/Rxvvf77xHGr+zHD+eMPOXv0gBde/jIPH3yPEDrefuMPePzhe3TdHzCu1wTXgVNHPI+CAUTBHBijXUBIHb4PhGXApRKjr9q4DEgQ29+57kEXZsmnALpizstZ12WlO7aO8uEJf/GHv0afL/nog3e5//zLfO+Nb6njrCXmcc5xcHjM5179Mg8fvMeLr3yBx48+5LvffZ3L8ZzzzSlf/soPc/+55zk+ucX33vpj1usLjfH3HZIMTEgCtyHlyK2N+rHkvkOGDnEJ7xacn2dunQ/8WKcpsh0KcLyzEF3gG2+tuHvSE/OWLJEsQc1zuSQ/K+8Tqwuje9tlqe5iCJppsAinRuBa2ilSvhOjXC0BvJlvKBBQtX9GLCOoXdkKpoYiinZGaigw854vSMPNbWt9BK45rF9vzp/q+OSFikpCGBFy8jgXcSUOvSIdbbQvjMF5KEiTYrcvTiclNLDh+FUlMwOCmeGYBG2M9Fm5B8pRCfL1ntjg33hSiZYR5RZ6uQZBz5x5nqy9t1t3Zsa6e4Zrz24Z7a6tiGahSAHs13DQzjyUp5ik3Pc9JycnHB0e4n1gGFQKKgDOY34MtTiSqZdFJXxqP3ZBS2WqtWqVUDQSrmmYc55AR5Ceb//Jb3OQMr/zm7/Ohx885ODWLZZx4NH2ChFdOeN2w6Ptu/U9pYRnjBObfMmjh+8YoxeePj3VMSkJgYSa670wyTJcrvldN2TWksQBsvN4UcliiqruHMfJGIQy3iwerNhWpmgcjGgYclJ19jw+OI0ZdzbWKQmPHz/hw48+ZL2+4s7d2zz//HOcnNyqk1lzZkhJDTs7Nln9pSrplJAoYoZkyZicI002j06dKsdx0rhr0VDAFCNxVGffzdUlTx5v+fDBGUe3X+SAgRgnHj96wnIRmRaZrlNpP2UhxkzMlgJZlyUxCevNyDRGJiJJcgUEKZtZI+kYBG+CQC6gtqx3VwGBagQK4HRG65WpFfupc6plODw8ZH0aGceR06dnbMeJxbAghI5hWLBYahnso+NjlsuBcdyy2W758KOPOD8/49FHDzk9PdVkWGPPL/6Dv8sXbm344z/4bZa/LvR/48tMb/wR03a0jJueD99+o9KgRx+8BQjvvPHNSs/ee+vbxth6ioZHi01p3hX1x8nk4HABQtfhO09nphIv4C3kVZyof4aDUpVH7HsswY9qIDXNewWFUvK0WL0KMmdXGR/P+doPvcA7/gk/8rUfIj/6I9gBA54795b89M/9CK/94SVf/urneeNb55y/u0XOz3jxpXv8qz//swyLjuVyxd1hzRuv/T59B0NnfmRZcFnzEMSUmXDkKeh6DuA6LRn92MF2m3lh2ODJ6vAYMvjEZJq64ANTcqRsOQ5Ms6eVHJxlLGxJkAGBDC5J8XXcpcGy+1NocG7pexW52mOOu6g8we5Vjxzf0OCGjxWGL23GQfvbNMDVH6Csb2tKcfKeQ5bnf58lIvgUYMAKsWRBfFJkU9VPrYRaYKsyhsLQqVdRtQLYhGK54os/geaKlpqT2VqwAwSU5jWTtntp89p58ubTzx7AHbt97YdrzpbxaKakUGrmBdIynN03u2oamO1b85PnyIJntFHm9u+aFfSeXBaIiErKTqzAkJZZLd7FCurmePySj1ztgHkORSztthj61mijuEqqOhPXqNjsAm2WSnJePAGvGeqyKGHtA3/86Lu8evQTJiHOEFBqh1tQJTUlp+0gWgeocm2Jty6Z1MqY07RfRFTCnYQgniAawxynREz6u4ZLQkqOnD0udAYkNWLGFdxYwK6zmOakdQsUhGRVt+JZX2343ne/y+//4R/w6PEjvvTlL/K1r32NL3RqY3cN05NqgnMGRkxKbABBsr4SRSsq2rhFU5eKRLxE1tOai4srLeIzrpG8QVJPHC8YU2K7HvFEJI1st2s248Rm3BLTyJUksvSErlcvfmcGLBGCU7X0NMFmExmnyEZGXKfrNElmjJnohTGKJhOKic16A6n1aFdH1Nnj2xLw4EgiRCs7XCq5ZVEKPww9t24dkx6uiemKcdqqs6T5R+CU2F5eXXBxeY64A6Y08eT0MR89/AhEePLoMeurC7brS0Z3xMJBLhwLTXwUzy+1RDaazjdYcSds1821S3RDV8e9wqRN0i/SqapNTTMQpGY1DF4Zm8sWqYEyfHGzdgWnjq45Z5BkOQsC3mMAXizcVt8VmhwXV5vI8uQl3n79960YmGO57PH0jJs1MUelAWmLd8qw3/vut3n5c1/gu9/+Fk+fPMUlx+Zqw/Hxc1yeP+Vzn/sK77/5BsF3DGFpjrlKd1z2TFHYTBPreEXMGdd7+tCxDAtWwbPwsPRznx2YGcxR0mfsijk0tNdoru1r8+unyjaJqu0scqmmVC7atkZ7Uj7kZgf1Irgj7J53RYvtqXmkS4ts/rWUo/EWM6PPkVKVlNnj5pT8VUgs+5z5mptb+YMfnxwMpGRJVgSXim2pZElzDUoCJdj6W25SYjmnMdGu+g34RsWu5H8uravq2DkO3+lir4CgDJ4yPJH5XBVXbCQ/PtNfy3Qb2GAobSeUkMY+brc2zaufdbNTLOquXl+4h9pApYKbOeVyblZF07z6COHZy6AwYqktVWIdKkOc6zRYGllXVGnFV6NA5Za5ls5eG4GWtdZ2F4KohXY0D0BOGnbTdR0Hq8ByObBcdAxDV0N8QtCMeTk1c1f73wLKeWCcn0FCXS+VgTq07nxXbfLZYTHdQpRsIYrFOUe9klNKNXJGCUNAxON8D743/wvNs0HWiAhKfQvvNelRnCAn1ZKJEIKGnJ0+POXtt77Dt//kmzz46ENENty9c8Tx8YrFsEASBkLKnATzNwnEpMlppDjZoXbhnAUngdnEoKmJU56QPNGRmETTD0/jSEqXkM9JMTOuPyL7E1aLgTsnHZt0yWYdcb7nufu3EbYkrggBlqsVY9+TgfULf5WuP2C7HrVOQRam/oDx/c/xS/T4zvP2eMQqfpHYDWzkVZYXtwgXlzx5IkiKLBYDOd/h/MHz/IoE0gfOwpe1Qp8W8lEgkHKG0HPy5h1OTjuWqwmAl98OvLk4IX+Y2PjA+vl/A3+8JYbAJDANAxebA8JDzx9e9vS9MI53Wa8PiDFZqemXIQjuSJjCLcbeIT7x+OKYz23e4I337nC2vcNxP/LzLzy0/P5a9ljnwdapOQ057xEXaqRCcKqyD5R6P5a90LhTQNP1eitbLJbQTVP5Ks0Qk+yVDgZCUXebBOncTE9zZXwOl8A5Zc4iQkjCe699kxfC+5zcvsd3fu+fczAsuPP8y7z/vW/ho/q+dAG+/bu/ighsxfPgnbdYLRYshgVvvvYtHrz/Fveeu8Ph0ZKXP/cqOU0q2mWPVbnWWgqWkG47XnH69JSrcU2/HDi5dcLgbtPJis4FFt4y1XrRKFrvCb4j5KAlpS2Dp2Qh5lyTbrVyXzHbR9RtJzmrYKrImZa0VnOxgflKW9wuo5/5wbVvKDeXyB4lUybYNsJhvZRG1d/QWGfrQho/g5LtUuu+7PKDKtwUrcRndHxiMKBV7BSROyOeJeC8ZEabvaH1f0VnuWlvkRR32YnMvZwZj1lhC+NzjloxrOYSKAy34efVvt6EFn6SowCMdu6LQFrUOdcFdgMK0kjHNx0VnFjfq0bDpFik0ZY0E/9x7WV+pgKg+T5VMdvIVaasEgKuHW8zFRS1m8HpNtFS/b0w2TL25XUtVnBFclXQIXiS70h4sigj811gueo5Oj7i/OxSpasmm6Wru7rs0nnDXBvWOo5Fhsxzm6xs7EyCgzoTCSSvYCCJEpZkERAuuJovXLUZVtnN9zjXkRJMaeJqfcW4vSKnkZwnYtpC0QLgEEl4EQIQzKnWm/bg/PyUnEYOVgO3Tw7oO8d2fcHp4w9Z9Atl/sUHgg5nZWJ96K3ELUi1Fdt412UW5jXgPD6oB3yPwyeHF2fFmEbgUtPZxhXdInC49Pi+o48wZk0o0/fahtMJYoqM41aTj4nwP//3/hI/+cOv8Gv/9J/xZ/87f56/97f/Dg/e+iMuX+75C6knDJ7NOPC3fuHP8dov/jKPzwf+1r/7r/B//7/+h5y9+wZD5/lf/Af/K8LimI/cXe6HDX/vl38PEc/52ROk046o2tWTxXF4chsXAvfurxiGnu12y9Eic/9I6F5Zkb7+HrfzyzqHky3xrcNdFhpSNBArRBYNzp19hZ4uDuhEuP1oS3g/sLnq+en7j9k+H/nGh3eZoi4rb6Wmy/4XG3MFAll9bl0DBsgE/FxV0gEumyOeZ9xAnDLbbTbNqLPrlc6K+X2oA1yogoovrvGWUngOWyumCaWHlbSIcPrwQ+7fiZx+9IAQHC4ELi/PSFEHTRxcPH3E5dkTRALJ1uN6vcW5TL/seXp2ytXmgjt3b5Ny4vBwCV41ErUUuDgFsl1W1T+R7fqKadqyCB15OIA44LKW3+58yfaoNKRDTSidU+NKSeCZcq4lycs+8M6ZI7X66FTNAraXxCkYsBDcfTJexFGlZ4WB73EPI3Sy96WAmiVKtIkJlbs0ujUFmFagwBk368Ar+xP23lO29gwCXNP/z+L45FULd6Q/ZSDOJLDiA+D2rq62Y5oQvfY/V2zOVAZPkT1tsBRszw53IlZsg8LAZ2Awh4E0H59osFqmOqMzsY0k7d8/yOjvLD4bmf2F1s7+vujdgp0yNlJHqoabVEbqAANrgtMNKmWMfTMnufZpVrsZhC7PNfNB1bSIvtU37anACQ3n0th49XRPeCKeRCaZpN4PS1YHRzj/iDGqSr6w/KrY2Rmb699Qv7EoAmtjdRJEiZESA1XPiuURSDkTk0kQdk9MQmfq1yJ9daE3s4oy6HE7sd5OXFycM06bCgampOlZi+NscI5F37HsNCmKpKzpjZPaT+/cvcNXf+RH2WyvOLl1zGq5YHN1SfRbgjcAgCOJ1ozv+gX94DHV2IwtXUn8pJKogjtdAp13BNfjc0dIW3xylt5Vy8riIsiIY9RkL73QO89xOCD7FTE7pkkYUyat11xdbXn85BHT1TlI5v/5//1N/i//wef4jV/7VV7+3KssFyubv0xME+SOJ+OaP3n/ewyh45d++ff4G3/z3+Tbr32HDz98wL27t7j33POsju+AX/Bz919i2LzNj/7kz/N3/9P/BylGvB8I3QB4bt17nr/4C/82v/s7v8XP/Jmf4cnjx3zvzTdIr418bXyXe198kd/9a/f48L0NILz19ltsN1sFRVWKoqrZe6vYJ6Kp1otG7jIv6L1w3E/0fccDP/Cc7/B0qLG7n7dD1o1VwDwEjU5xCl4KBdRLnYY6Yvc4paGqGRA2ozBOsNkqYCnrzrlgcfHqB/BHDw/UibXRKlZs0ZgNW9X5LIsJ75xpNNGHl5ZVNKimVjUKvbbUQJM3aT1l1WyPaeDyquPRFLgYL5GtsIpL7kwnHBwu6HtPH4KaJeytmssEtuOCy6uBp5eH5JxZbQ44uVoQU8cHpx7/tid0TQigCS13DjW6IGBJvpz50ZgGGcvY2drYkWYEbEyqPFNzDMwURGY1M2ZZukZpZP51V7ht/qz0uD7ecn3s+AQ02oHKA2ZhTKQ4BJfEa3tNqeu4bcdnc3xyMOCdOmnJrirFGSP3zXepGegCEkrjdcKKlJxNeqvTYijWMo2h53dMABjTxtfvnuVMKMyM4eOPhgsbyi+T90kHvLwLQ+xVRyIltHIXDtzI+CmajRnKz2qt/T7l8ngoJKdRbYghoSr5lJd6kyYogOIZ47PTLmEGWo0DjaHoHSeZjMafIySBKekOVLkAZVp+AD9wsZm0DOmUKjGdC6aYD0MDJG8e97m5Dqv9Y5soWxtEygjpXGgGv1xtiwgW+megtqhc7d3JohI0heua9dXWqhqWnObBGECGnDThSa85472DZOllo4wsFoHnXxi4e+8FhUoBMHNFipkok5oeMkQ8+J7FQuj7BV3oLM2whuLpdGj+ePFa5rhIj5pICTyZuNXoiLOzM66urkhRCEboQ3AMfWA46GFYsTi8he8Oidlztd7w+HRk+vCcy7jm0cMP6K/O6L3n1a/8EH/8zd9j6DzPP/8c4Sd/nKePPuBHX/kyj77+dU5uHXESOr5y70X6rwz8O//2C0zbc378J36Cr+Yf44+++Q3e+t6bHN4Z+ZXNET92AJcX50zTyHJ1ZGCgJ4SBJI6np+dcXlzShQWLxYrV6pBpHZl++ocZt5F7L3+On//yl3n9tdd44YUX+MV/+IjtutP89X1JPqMJlVLKLJcrLc6UhavLC6btlpQm3r9asuoSLx1u6DvHNx7dh3vnli/D40XLBns0HMwbQMO0At5rzd/sg+4VNzMqX3aks4iXZl+5rgO/QIImtkpS7vA1DD7j+dpP/SzPHTu++53XePnlV/jOd15nu93UjSCiWT+//OUf4sGD93juuecJXeB739GIgcvY8aUf/nHuho84Or7FxcUpjx8+IE/RpNdc3Bl0jbhASsKUEjHBVT/it2uGdMW4HenyOYc+cnd5xOHBQN95gusIVqnQMdZMeenE83jIrK8u6borbh+MjOmAfHXEF++eQ9B0013ocXim5Pnt91aITIBXnw2jLdXJW9CU3EY3JYPLqgUrdR9b/tAy5fqFa3+fKc4+6S+0tFzXnhA/A4FCL3e8//VbquNyQ7nK9xoFbfU5as6EPerXzPM1oPCnPD6FA6HMqo0CsYDZ6z7Mrc0qYRbnLQUBReKW5jpbdeXvOsgFOZjaq2GmqoUozOxjgMCO7eCTAAJrQ714B+N9oltlZxFkJc5tgaS5cfWeHcfBnXbstmpevDdcZwDm2qJjZpJiTBJxcwxrBRyJHYNa7fv1sW3HVWeixCvbGBRVto1BypkODWHMAuIdPgwMwwFCxxjH2THO0Pzc8t1xuGmu2y04Zxqc92wuc5Gz+r24ktzIPPRFiYiaDbQgSsYcmLDzdY6yhTU6nFepkiSmqnKqHibiXAcMZHpEhClFxggxOZzrkeCV0bmMI5LipDH05i+QkigwyIIPk5lSkql0S1pVqlSok2x7szKg2W6bUmS73fDRo0c8OTsjbxIHix7cAud6sMQ+w6qn6wWtTAfLPhHY4vIG5yMhTxz2nsVyxVvf+RZ/95u/wbjJ/N/+w/89wXf86Ne+ytffeo2vXVxy+9YRlznyn/7i3yH9wWu8c/p5fvFX/g6ec7x3HDx/j//87/8XvPTKDxO+9m/ya7/0qxwdHnNxdsorX/gRROD89CmnT54Qs3DrznNcXlxx6+QO7775NjklDhaHhJdOOD87J9y7zXe+8z2ejBN3V0sW9+4jl2u6rlcg0PcsFoOWXRYMDFj63sslYbMmTlvoe5IbkYPEJJEz7zg7fcyU4Oq840n4EIdYvoROCzSFgLM6AC50uNDjLG8BIZggZap7b9ECNnEli0Lfa3KnflnCzIz+mZkEPCk73n5wxl/42g+zOf+In/naD7E+f8jZ+fnsjAb0w8CP/vAXCPmSH/3ql3AOHr7zh2w3l/R+wasv3eMrz93i8uKcL736Q/zOb73H6M1EIFlTCqeIz1qhsfMenzPBCxIix0tw0bF2mSwTfb5kILAKMHS9BlA6T2dhoilFzd4ZImk5EuIVziUOe+iDpso+XDzBec0t0oUBCGxjIGfPlAMxeyRHfMlfUyIERPd9IWmS0Qqkto9Nvqs0sdCw2XFPdjQBshdFtiP5NrR3rg9jz6i+8sbnWi1AoZsm8Vc62wpvUjQDDS9oaO2s4dj3WbhGEn/g41OBgeLRKE4/q/NWFrRkq5tRDYZ5RCozmsd4DklsB5WGcc7285lB7eI7/W4eTNkZsGJP+RTs3B5d7lPGKaWhhZnuHK0rn8yAqfy4BoE27d0xbzTSeyHw7FUepKqQ9sDPNVXRdcDgCoourS3jKuX7AuzyDpipfaJgCB2DOsZ1G/h5AZf10bQlYLHkzqszUHAsFguOjrXy3BivuCrOk4qOGiyiO7mM1DOnDDc7Du5M+Gz6kBTJU1J7e4NHa9tz1ug8yepcmJQZZ8R8IYTg0MIvvapTJXuVAA0MpZRJLprduCOKJ6fIZkxst1ar3WHgKyoYyJFsdT3imIhmNklR52MYBo1KMBWpHuas6Fz1Eneokk3tqMUZdI47H6eJx6dPeHp2xkLgYLnEhxVCT0wwxgjTljGdkUSl0ZSEHK8YvLBa9Ny/c8L9vmN5cMjGHfLiwW0264hE6MPA1ZOPiNMJJwdHnBwccX/b4e/e5eLPfJX+yW2Wy9v03Qhoqd/twZIHB7c4f/2P+Il7a043V3zjVz8AgePbz3H25BRJ6jT28MMPefThL3N0dIujw2MWw0DOiXXSwlJ/9Nu/x8X5JReXl/zzt/8piGPhey1piyNkwaVETb8zbokpas2OzYa83RC3a6arnpguOLt6TE5bLp52fLR+myk5zrYDDy7fhJwJ3tF3PX3fEbqeECzaov4s8F3X/ASCD4RO/VBc0OJTok4DjJPX8U4YeAg4HzQKx/V435GkI29vcXFxhXMdPnTcf+4lXH+ACFytN+obFNRkdHL7rtVwSIgPDAdH5FMt1hO6nsv1JS997vOEw+f4J69t6IPUKpFpmnTvOS2dnUxzFrOw3d7SXBlJk5m9+6RjuRlYLTQhmHdeI4W8Vs1UgKGgd70JbLdHOJ85Xh+Q3ZJHZwuevumYUuDPfeGUu4dbcvZsY8eYJqZsKatjgoz6Pgk1z50T8N7oZyOJFyokDbXaYfw7lKqhoIVnVS2BqzR19qUqHEl2n7MHONrItMrs7V2lcF2WOVdHKUY0A4KW8rmbhcvP6PhUeQYq05CZqek4FVg0D1brJaDOccLcLWkYk/6NecvO2bLsezs3z2LD8I1ptKxv1ipQZmz+fFbf6uldubRYsiuyvMYs98eICgiUn+dmqTS6BjEnIY0FqotgbkXRwDCbR3ZQYnnfDVEFlSdKJXzY8M04Q7UBxU6qKvEmlpVZBdX6alQc0YLl2kMNESUnCymC4IUeobfQqN4LnYflELhz+5jnn7+P355zOfSzM2gZKYeCzJsGel9p0ICRutsqfrOsZCnhU0LMhtmOZ8ndkMRC9RyIR8sAew0LSiLqyNQFGw/zRsodGCBKQe3lSkg8USCmzGaKbCZtQxT1rnainhQ+JdK0ZRo3xClaiVZ11u1DoO812kJj8wUh4RBC/U53mjeBpgJQWzveaRpiAS7Xa86vrvALB36JsGJKATdmot+wyQ5xW4pjlkpZkVuHS/xzJ0jXEafEdhgYP3qJ8f6Pk8aERAe+wy8XnNy/xedXmZPbJzz3aMHP5gUXbsUfnB/x0iJw0I0aKSGwSgtC7Hkr9xytDnAIcdLQw6unpwQfEHO+DLb4vGjeBJIzgDeRpwkZJ4gjPk2EnMjRaEmOpLjVpbnxjMU+jpmGUmIcN0zjhnFzxdPLFWn9hJzfJ6ct53nFE3kHcYE1dziNbyNR60qEoJJzCB3eAIG3H9cN+NDhhx7f2/edaRK6zpw7Z03COh5w8fSEJx9d4kMg9B1dPxC6nq5b0PdLxC94+ugJ7775mOXQ853Xv4sT+NwLL/Dk6TkxKgPru57vfOcd4nTB+x98nWlaM6XEwcGSbvC8+eZryKkmA/qTP5kYBse//7f+IncOPd/57p/w6itf4lf/6T9ku9ng8JrUSRyHx7f4qZ/+M/zW17/OF77wRdabS37nG78JbLh79y5/4c/9PI8fPeT551/kne99j/fefhffacjjFLesN+dcXJyy3l7QdcJzz98mcsz33j/kp778kDc+POTJ2rPqN8Tk2UbYRmESYUoQs/r/QMMjyl7Ou5RCwKwIUr+Y6fg+zZRd7bEw+xE4V7MUFvqyKyrNv1cWt6cVgEKf3N53eqfmSHI7poH5XZUiGh2feeG/PAdCSfaTayx08cCdJV671s0aE4cmzwCFAFW6dUZxEf305UmCerQ7NOFrYaitfDjbqQWqxaJIQw5XY2yfPWCthKsLwQt4m1F1PGv7Xxhy3pmoWR0/S905Cy4UgDOjyjKjs7ev/l6fCRa73Dy/NN4VdZgzh592kZQOOhvlrMpFV8CEgQNjdCWMpajmxTmVwARb/A1QKw4UFBBQVvw8P87p+zoHS5N8nUyIbHljekw/qeT/jrvk0m8YfORyMcKrHSEdMB6YP0p2hOw0fK7Oin0YaLoGBCjbqdmYBlpdMQGkzJgzwfwAMprSNnlBOo/LXnP1O4GuoztYceveXfJixYP+kLAYzHtZ124XwhyqFHIN/fEeJHn+/q9m+j6btOLYbnvG0SJyRGZgnYtjYSKlycJ3xXJTaN2ExWLJ0dEhR8cLVUObylnXh6ugR7V02cBPSYikIEFyz+vnzzF8+BOcPn5R1bIXA6uPtD5F13cEk3B915lEWhyyPOMUee4DRydfwOVMco705A7pammSmRLo2AVO3uv4RujoPuj55qMlP/LjG+4dwe3DQ1643XN4ODElBY5d8GzF8XQz8M6ZTm2MsYZW5ixMMRFjtkJfju5ypA9nqn6eItM0MY1a1na73TKOo5bltQxvxXRUnLKKn0jV4GWVWrOBhgdTT94KZ6O2cbOMLLpz+m7JKo0cyRml+JBL4CIKOrwHFxAc0QXEaxSIC0FTCDuPlkLWjIRW/ERBQdezjkc8unyRd6b3cJZVset7un7JsDxgsVxBd8CDx/d5j0tCP+C7DgxQTEkAVctH71mTyXmjxeMk0rtMvrpi6VdcPT0lL7WWxPrpYzYbx6///lv8jX/1y/jthvt37vHS3btM06RrzOu+Cd3Ac/fv8srnnuf27UNeXNzj4vQhOScWi4FFH3j11VcB+PJXfoiL8wtC3yFkpjiyOFyyOFyx2V4hORGGgc2mZ4qBzdiziVrGeulE/RSyMCZPdj3ZdWQ/kH1P9JavAYMFWSg+VM4orG79OUqk0LF8jXgYozcwUbzVuIm+FsGzagfK28orZmFkX3As1gHZI2ulDZgQWQFAA0Da/uwCkM/2+OTpiG1jOWOIjQxe2Wr7MQv90hDwpvkV4RgDq9xS6tgru/J2a4M09g55xjnXoL2Wse8kqdntJDOSYQct7qLBPS1B83ApSFVEbYZujvulMmdbRq44Qc4s9lo/ipRb3mEgqPWjqEjDze1rb7/eTzthe2T3IplfXyd3D1DJ/hv0JyCsgrnqucwvsOBB2qhd1jteFhDXkTkjZOH2YcexX3LSH3FegcZNDS0fN/Vmt78tIKx+jfaP4HFB43d712veAHHmcJQJPpGS40gSz4ljuFzzvc0hw2oJ3uy7zuGDrl31CDciI5qgaFh4/qf/3o/xwnMDDz54j7v37vPGd17j3XfeVrU06g19++QOP/ajP853XvsWb77xLfI08mf//F+i6zref/tNvvwjP8YffeM3OHvyPsfHRxwfX9APPcvlkoPDQxaLgZQS0xjVqd33iMBms+H06SkpRXNyUwfBB+MpR+ED3nvrewTJHAw9q+XAatGzWC5YLhcMqyXd0NN1HSGozTe4Hklwq3e8FOHFzYiI8E8eeP61zz1Ai+loBETXDwzDgn5Y0PfC+7+75Hy95MXjQN95VovA8RKmrPUvnMBSJn7s9jlxg+ZGiJEYo4EATfgzTdEATrG3Kh1KMVf1cf2xipQKZGROAiOZySpd+qAOn5q1UhmJVlsdIQ9sswJEJ54Xpj8mDVocxxPohwHpitZNLKGNozgQ6ivNryOp8JRSMtBt4bbSOKv6AKHnKiUut0ecdo8Ah/ed/oSebrGiGxYQljzaZN6cHhC6XrUK3pNRIOItsVgIXeGSui+DI3Rqrru8CDifeRxSDet9uvUsPv8S3/z9PyTLwPnG0x88z3R1Ts6JzfoKcZ6jxSFXsePw9kvQrXD9Acd3XiZOk2qtuhMut1vWV1e8+NIr9Id3GeOkibvCAh8OWQ238OOWzXbDNkUutrCOA1fTHbZpAU4YmcjOM7me5I4R15NY4MKK7Ho0bbmG8hU7gS/0zKsWcpfA6VoQAw018qBQkIaOtz5IoELTjim7rKvmOtmjUbuSfV2yVXNc28P89/wkmel91S7MBHdXK71DiP/Ux6fQDMy/lnzPMy5ydSCUlzRS/Kxt0XO7vJb56l1+M4MJm9Y6p7uM/5pPmShCa3nlzRfe3EU1eOyz1OvXlYmdJ75pj9MAPq9Fs3FWY7w2aL8tz3hRWW7lHe0ilgY86e25ItKShTBjGcxaVLPfD0okwszUdxe7NO/Qq2foMqNYBAKZhVNHI+eELwh8LkGUrGow1yEcEHNgkzNXfoB+yfv9it92GgSZW5vYMzDbbiekXlqkAGfakzn5k81JcBA8nXP43tPngOaMd2DajJy8lW/tYFgyPFnSDYPOo/f4zlxlS7czBISUHMlltpvMP/jHb/A/+R/+CA8+eo+T28dMccOYNkQLYcspcefOlzg6PmKMGzbjhjxNxBQ5uX2LLJm+7zm+fYcP3n2TzeaSx08+YrFYcOvWLZ577j5DfwfJmWnaMI0TSRzjNHF2dsaHH35o5XlVM9D3HYdu4nsnPRdffBGXhKdes9151PTRDz1Dr05vWlM+6zgRyUmYxsRLF5HTaQIH23FiM0acN82QS2TvIXYIkRwhtcw8RlIckRjxWW3jOSnDfClcQo5EGYl5YkoTY5zYjvozxUkZatWoqHYlx0xMyUI3xTLyOWo4IViwUiblyDZvyTmz6Jd0varrnYOcIimNTLJhxXu87V4g+w4EpjDwwN9loOPM3+Nx+HJDv2QmBoWxo00sUSx6ia1Dp7sxZ03RXBooObCWA87dEY+m23bPnCfDrzWbYvaZD3PitastuFHXpFNwgbO8GF03Vy10GjrYdcH8CBxnE/ze4+dqSmiAKXvGX/82R36t/g9/55/hEL744gGvvXtByisAQjcS/uvfqPvJ4TSDpGiSq2H4Y1vjQj98yDRF5t3Z1f0oclDnc4qO9ej5ndP7XI2BLsCy14ZlcTxZO75w3/GVVwYWw5Jc6juQwRm98LYRQcGZy8ZnLPrNwJffk6xnEiI1E+uOJgDMRNDQ2R2hpKGRlak3kr1IXQMtdyvy444pwLXXNM+S3fbuRNR9hkAAPlWeAT1ukMvrj3bc7RJmqqLb0Jw3DZk099/MqF078Ht9L/fvj0cpR6znZhV+ZRrXGPHOU03a0w1cJYz97u7cLjtgBWqqD/2/EIFiy9h/XLNAK2OtTnrNNQ2CnJfMHspEN4KYOSA0C/UG74J56vbGQ/YHuzmHa0wUDmqcL4KTRCcjHYJHY9k7N5L8hASHc6qKjznTSWZYOPwAF71dXzyC9sb949b8DCqZf3PzPJfCJOLAdV4L9fhACANCp6FimnqQnBzOZzoyIQkhZpW8NM4KP3Q48QREM2WKR8Sb5FfSiyaOb93njTe+xcnJCV3Xk7NKI13X8eGDB0xxYvHmd3nhhZcYVgesjo95+MEHvPveOzjnWG+2vP/uO7z06hf5/a//GuM0EuOk2oA4cbBacHR4QM7CuNlwtb7i6mrD+cUFp6enPDk91exl3hGTJgkK45aXt1tijAx+oPcdSCZNEZyjGwaWy6VlwhR8cCyGHieeca3FiU7tmf2iQ9KGf/L+S/V6EQh+IIRBQ1ez8NoHjnM6Xn+64r3Tnjc3icNB51ejMC3ToggigZwGJAdyHkhZSwxnq89Q1mQBxLtaucaR15Xy27PpUURIMrFhQ3aZBUt6erwow49pJE0TMY1EGcluJPsFjo7kHZEFHZ6f6b/Bj/vfU0dSp17rDmqiqi6o/0jOaprSglkGoJ36FghaKjnGBM7hQiC7wNPxhLfGL/Hj3e9bLLxHRItjOdeTxZNkSe8jP+d/l2JGxXmSaA4DT0dHj2Yu8CQCwXV0vqMLnZoDvecvvhw0Nbkxs3Xq+Y3TLzAEqrTmnMOdOn76yPaP0bJKzWsW2VICXMe90E5FoqqxqNpM868oxcCyCJux4/H5gi++LIwZ/uJXAnePAtCxzY5f/a7wl7/aMSwHOt+Z0DXrEJ1p/rKzdVQ1dkU7NK+V2V6/Cwl2ipU1PgINkas0Fil3z9lWir9VOScy88NWeHUUvlLOUa/FSOnOsXP//N2N0vNncHyKqoVim9ZU3pJNjPaIs+IZ7Qzhdb0UdGRUW23pYDvbTpSMVbsagzqbtM9ovy/vm1F2ubVZDg3zmv8u/iGURzlXCY4UhuduMgW4eZL2J4p5foT5mn2nw/b3fXAi0ITIzaqkG50W20XbtLcgpxnQtGNVR3RGsdcRwdyT5pSUjSBQE2mgkrI2V1WtDsFZ5bHgJoIbEdA44eDInSOQ6AP4PrHwieBKuummZve1Ef1+R7Ppm7Gpsd4eCPZ7sPryEtDqwypJZee0upr3ms7Uqf8IIahDl/ME0ZLBTiKSI6N3XK2vuLy85GqdefO7r3PSPeTJ06f841/+JR4/fsyrr3ye11//NudnGgb22muv8xu/9evEaSR4x/byijff/C4nh4d4EW4fn/DCc/e5e+euSq854r3jzu0Tbh0dsei02t6i73Cy0DWTI16OWS17BM1dvxm3bLdbzlO08r8a0TvmxDhuubpcE6eMDx2LYak2bufo+47lcoEHxnFk3I54r4DmkBU//fxH3L1/h4ODFd4J0xRxJDonuATbyzVvn3V8fvM9Xoqvk9cv8vnlQ+75tRKdDDmqliQ4wYmq6nEJgkZlRCJFDVwqUXZdZ0mgqJ7XzjL1qV+Bt6yRoa7znBOb7ZrT7RNiStwabnOwOiR0PSkJm/Ulm+mKKW2Y4oY0bUjjFU5GDui4szrkpA8s/YQkC/YTcGSCc3SGXjuvzo65c0SzaCSLHdexsxS92ROjaLihRdI4LzxOmbtLNXOUbK9JNK30GDNZRq7Cit+NP230SallkWld8vjJ1+8yfn5HYdRCrU9SsxcCA+e4VIQX2yvRVYIsupGoideKlE/7o33JztXaCNU/AtPY+B7BVZCU4kAeYVpPeB/4jW93FknRkfEseiGuPZ0/wOWtpjAr0QSVPrj63jmRmlTyLNbxKrG3BO0aZSmaAHavbf6uEXI1MLS8qIABbVdxGiy0ub5rT6qv7dynca6I01KffUODP7PjU/sMKHOzuG1fBsbQmg2C2s+kSnjFw1kl9NyAAAr32+M/baqZG+ASZSIcO+r5cq5FT1LC8QrCs9v2jeU799gD95hybv6uU1PhYqONaAFAybkgz3rX9ZmV5mf3fMMkK1Kd0e61VVIWYY2ppxKRHc/75vYGS8ygoQE/dVbK/ZZtrfabZM9V9bGQ8CQcWjs8WFrg2GmYkO8SXZDKsAud2emKk5uGaT5d2mr/5dwUjnGFKFGfXVOZMq+LwlZUR+FIOKuPprUMqhXSOfoQ6Bw4CeRktRdwbKfE5dWWs3N48OAjPnjwgEePHnFxccHr33qdmCKSjIh7NVssFgMeIY5b0rhlfXnB0XKFxMjRcuD+vbsslwskJ8ZpixdHjon15RUpqQOdpMyy7+hPjjg+OlCpFC0jPEZ1rnt6dsbTszM2242WL54mJAgD0Iun75YM/RLQqnfOOQg9PsDB6oAjXwpcZS0CtDjALw9ZnpxwsFqY6XBBkAU+w3S15ei9ngN3AJLZrtdc8JjVcs1gFSKN62n+BIc5vWac1/K1veVWSJKJWcsMD2FJZ0wmWYpX51TzkovjpdOolVT3nZqAyJrQKUjSqITkyFNkXK81Te64IccRiRMS1S8q4Ol8R/Cdpm9OYiROV0swTWddi5ZTvuuU4TmrruncbLdHBO9lzjcgwiIJQxBWgzGc7DRUNQvbKCQmehJ//fCX8MEbfTHHypLH30wBqgmB5NSBsWQDjSmRkoEnr5kCdf/oxggWzqjM35wtvZK2bNoBKy+mUTlen42o468XzVqYvWNykMhI0dIQEALe92RmbcbFeMRbcpevdY/IDvABHwZ8v0RCj/jA6YcLTu7dI905xKdDQucoxby0/SUlbWmja+h7pqXVrdZzX8CaWcguYJjpS8v068X1kHk0mYXR6/fMdNVoc9OmHRlMdlqy+64iZH+GyOAHS0dcAQG2cHzDvluFtG/u1U/lT27mzTV+3a6QPSDgZkZbW9L0v5oLbPJn58CCyFwFHBUklFDHncG0k87eL01/S9uZYxtmzcAuQy2Mc5bmd5l2QXo16dWOimJecLvagLp8kD2nyh0g0Kw/R1lo7RTMQIKd76u6oI5lWWi1P9bmgpsV3M3vFWmS9VhhlFohBJWmyFmjDDAC7r1qELzUZrUKmB0Ax+5YNCtg55x6iItl+Zq7VzQ/xcFwNl4V1aLOhYIB1RKIa66xSoQZhwsdXaf16ZP3dM6zWB2yGjPrrSfnNeOYiGPG07EaDuj9otpTs2RiTjpOTkOvui6TppHNZsO42XBxfk5n5WiPjg4QEdabK87Pz9luR7pu3rohdCwWPauDFauDw+roWFZL6Ho2my3n5+dcXl2x3lywHtfqfJg9XVgw9AcEvyBNKuXnrKaCfuE5OFhwcHBACJ7NODLGidAHhsMD+oNjVsdHLIeB4JZ46emyxyfh5LUrnj94nsPtLfr3HDJtEb8Gp9oHXxi3aK461SwriMSr6SV0nilOXMUNjIkQAn3QvouV3KWE6JrqWaxYTgGlGpoQcVlrRricwRjjuBnZXF2xvrpiGrc4iaZlEYL3OLHaFHREi24IVhsieMsz4YAaRmzlia0ioUtq2xZxu2vKtJeZrM531RlOy/KKE6sAr5n3nBOcF0IQ+k7XeUqqTelCR9crqCrrP6M+Bs6iF5LAmCYLbS2mTD87brug0SQo4ItJo8e8d2Zac1Z610wy3kNQCd6Js3o1muPA9YHeKxgoDLqAAUmugoGYhbDd4EePu3xfc21kENfj+yXJ9yTf4ZcHdD6RXriPT3fxqTdnTKeRLAIamQbqjGIIhpn+7JBAt09fbUpcSTR2ncHug4GbD7f3ewsZWlCwq70sP/PdLSG0bwopbLQZrfbzszg+NRioXpwi6rVZcwi0MMDYZpVCmVVNghU7UrVRi6CU/mvmvnJxVZPUPdQwe2aJsfgo1NBFKW0ql7q6CFr+WxI/zN3Uv0spUNWI5BtjQJFyfvcRuXHG882kz+BHKlGo0Sh1oc1gYFYvzQywqKhmkNGE1VUC2C7aGUGX8dEBaLQqc3ca7CMV65TGS7lWnzRvLpuOjCN5Z0OdcSWQx3lyiZxwgki0fASdCRZ1pVfA8cmPIu7PdwlNPyhroA3l9LuAoAzFPCQKqIzwaRIVKE5ryWdyCRvrA6thSeiXHB/f4eT2xMvfO+VnfuI+Z0+fst1s2G6VyW82azabLVebNReXF5xfPGUcRxwJ30EME+v1JXGcCM4Rt+/y8OETDg6XDH1PzpGu87y7eACoKn+xWLJarVitlty5c4fbd7yq0kMwB7LA0fEtbt0K3Ll7X1X+SUvVarY1jQSQFEgTTKN5+luOg2HhWaw6hmHAh0CyrJKlalwInqHvjHH25OgYU2YwU8yqW3IclvR+wk0j4jZkr5JlkYy1LLBmugtBNSZOOSE+gMQIcYOMEdcv8N1C5zprPgZJjpSFzWYkS2YYBnMiNMm3YVY5A0nIU9LiS5sN03ZLHEckKvMLOJzrNMw4O6skqSr/MUEPuDBnBgxlb+WkZiRv5Yqdo6SmEzR1tW7nErps9V2cV/2ZOCbNb61q9Kz5LZKNpebuF6NjCjJ8J4QeFBvGqhUTUBpLIuPJSTQfg/mvaFrlsthVYxF8wuHIlsshGODpuh7nIOZMjBkRj2RlxCGYQ58Gy6MVGdW3pEM1PDEL2XIEaHfVidcJLERYhlsc9WuYNowxkcQjaQmuJxHIaUQ2dwgpVvfB1OxuV0O4ndLDopqvBGz3qFpOSzDiyvwBxRF75/r2vubzGiWq2U1nqf0mE7FATUncCiytZ5fskmjjHQ1pL7zoxpb8YMen1ww0oGCGM4UbzrYUyYaCxexPRooFMSCgUr+rXq0Ncd6TxnFtfII0n+U79v5u27Z/1a4kXkFDq5u2D99wSJFsYWEtItP/vTOyUIASxvRnXjNP2j7TLxt7D5QUVVPrm1BwQYkXaFFv2+6SWAiTJip8qKhsVpPPbi3Ub+qqqxulmHl2FyxUbw9A5zuBpdyMOJ/UhmqSiffOIp4SQRKlsI4YY9ZQy4Jvythz49Fumlp8aVZV1b75pp+6WYv9sqy1Bgg0r63ZzYAg4LJAymQS45jIaVLtQPkJnsVqgXjh5Jbj8198mTiOpJyZRnXA22w2bNYbLi4vOH36hIePP+L0yRPWVxdM44ahW3K4OsEJDF3HolcNhNrvNTGT946+6xj6vqrGr8bE1XjJNsE2wfHRMUcnxywWS/phYLE81noJohqOSSayJHPyKn4Tjhy1fLQApay271yVhMVpJUYbCqaUyAijVTpMaUuOEBIsnKqls9cSz04iXkY8I94FZRo2Nzl7LSrp9V2hOLIBIhHHhBctF21hCLbwdH3ElFhvR87PL8E5Dg89fS/VRu+zaPpa+8kpk6ZJQY0lEPKokOAF1PclEWxBFF1lzFn7LEIm0HmINfkTiDiCQCc6T/pdydCZ1d5k2zxbOCJOVfze9zinkrbCaqMxyTWEX4Bk+zgTPIQuMAya6S9nBWqZZDuyQ6z8c4yZNKlDJg7EF3bq8FbkSmK2+VBBThNbadSJmjyzgXg1TWi666xAMPi620JQEOe9I4lnmjSqJJqbGaL1PtI4InR0bFmGkYkJEU2DrGYLAdcjTOYroDQtg6Xecjpfhd63Ek1DP0rAgRcL8zYhsrCulsg8i7lWim9zce1Ct0t/5utak0Oh6Q3A2H9ny4J2SHt7n1y/4TM4PkUJY/PqNcYo4mfbrisAwWzHJQmEkWxFycVk0MTZ1yvKMTPxmdnN7EonUTURlbFB3Yjl9/3x2VfeWCvKG+vvlc2VmSgLqtj9s1WTqul65rI6c06soiysD7rWht3JnxfZzlgUxl7baH+X8d7DPu19DZaq6sn6qsL89tomoghbSzE3iZBuWK0V/9GUlkCqtChYhr2cEA/JqWezsw3jyfQiuCxW1ApwblaF0arPGs0KTd/aUXVz35zM9+mpohJ1KlMIIAWY6lh6A06lUlhLPLxAECU6HkdwmkY2ZQ2N8w5jJMoABPBdx+rwCH+koEOLEEVN4TpFNps1F5fnPH16ytOnp1yen7HZrJGU8eLoTIuS80hMEeeE1WqhIWLe0fc9RwcHCLDdblmvN8Rpous6+tWKfnXE4vCEg4MDzZ/fr/AhmHZDNV3Z5is7HQ86B73uzZxnv4skQpysfDm5rvwsml1RMwQqyEsJctKxct70Ql4IXsyZNBF8tNBT9W5PWVPcCgkXNDeHatl1n6U8kfOEI6oDqjcmYwKE06WqoCsldTwzDUCOZRNkZFLxXlIijltyjNq/OCF5AonkrAwyx4iTROg9mIoe1BFRs0OacGAMMVRHQIePwmQgGFcwja7hLmSSOdlLWZteJeQmhQIlNNaLesmX+zWRVtL15lUr0/WBftC0xVpbIyE5allue66maND17y3bqIb2KVMnBONlhXY5y4LoVcNkgGuKlsnTygprVJiFlpZqg6Lj1QfVXDnXMXWZscsq9RtY2cZIimvEb1HH00RHRuMtsoICF9SZ12WLTtJoJK0AovVOCq2tJktKcjzZ2est/RQjJCX3SyvFzw7qu5KkVLrUsvE9OlSByQwEKiXaAQANS99lgJXy7QDAhqa19352MECPT56OuKjkRAztFmZfdBkzd9JlC0ipv21goRJvI/yNTXZHjN5h1BbVbqr1iurM/OBc+btpa2mJzBM7n29Q4B6Ta4MS9wFBBUH4GSSUETAGXSZoHo29mb4BqDzzaBn+fiulGatGj1Slibll+12ewU/TxcJEy32umBEsqU7ZPLOGpnlLyR5TW2cuPJZyV5tXbHz6di+umiZyk5mr2NNvXOnlopuQXb1k3kh1p9k6qxkrG/BRh9jtvlDDpbzVky+GBei8p+8H+n5ZXCJtHSqLTFnz+aekNte2HKvve5bDgAMOj4+4ffcOL770MnEamcaROE1gBDzHzGaz5snpIy6vzoHM6mDJou/p+sBi6Dk6OsJ7leTn9NfaD+89i8VA12lst3jNgCeiToWZoEYcG+9sEyECkjSRz5RM5ZzEVJp53tde/SayVZjSxEYDfd+RAhDV7OGDtmMVBoYu02dnzqKqlRBxxDgxjpEueLJERAYGPF2vWjZN5qSCSGGAPlgonbfPAN3Qs1it0GgCrReRokrCOUWmUcMHU4ps1wa2LBHRtN0wTVtSigQcJJW6FRabuUs0KRJWrCo7X0PuUi7mQAUlZUO5BgxAJlr7izZU00ULgcwYJ+IUmcZJzSRQBRwxQYyccTnRdZ7QBbrO4zsrCBQCnkDO+qyUpO4xRE0XXdA9GPPEFEFMO+e7QOhmccZ5T99Z4SWEKU5sY1QHWBFLU61OoNkyOKovoQMDjcE5+gDdsKLrFwwDjDGxHbdMeUTLdGTTqCpNCs4ikxDVXJEwmGkgQBp/mNlJsHj66J0lf6mYwOIa3r5LHa+F8j3ruEaL9v6uZLbQ1esErFLmmU3Ogl5z/y4lnUEItr9nMCDtUz+T41MkHZolQm2hMkZnRLXh84rGqh7G+Ihdo4vcWFJl6NfpfH0tzHZ9mVWY5WwBBjce+wiPGQXuX3izErx2WL93TWd21FB7KJJZPX3tUR93yNzsdkHffK3U5jSvZk7gvPu9ND/lsU5kXmwN8HG6i3aePceMFA2KniyBPNokoWQ9mxmsjasxqkIEdWNHRIOQmpYWANf0XXbHUnbeN3/h3azjkdZTuoyXZHTJ775HSipiJ1aA0CHBa9SBCJIyzuyhvhSb8YE5ZbURIGkdFFEpsqwRB94HI7LdXPBosVAQUEGY5svfbresjg64vLog50g/BIYuaFbALrAYhnr9HH5UpBCpe0Il+1jHLWdRB8kCBiyETRm/VqyLUesDKPBsptE5suXx6ILTksB4EE/f9QTXk1MmMoIrjqKOPvSEEC29bq/tzJk4RdbrNdvtRAgBccKw6Kx9ysACgvcjuB5xyepMREq5Zmdhcp0PHCyXCk6cI+WojCklKwQ11QI8W5Ea4RRzZjtu9XrrbDc4Okd1yItJczHkNJlTXxlNBStlz5Wl6hrTQlm5ki3nQFbTaJHyvHN03ikYiIntVhmrckhPSq4Wrookpix0ODpLOJSjqIklOAO9WnZYfV1U/U/QYkOh69ROPrk5U6OBZO/7uq9LRETRdIFqDL1lbfTm66FOjAp0gmitBm/S0ZQEpgm8JrPqvCeSbe5b3Z+2QQscmfLf9kvOWcuh50bN4goIaCmBwoGiIXA7+7tQr1lYain9PjuVG367djS0cY+7VMa9c/Gzibiuk5Ynub3fK2LYbdZ1uPGnPz5dBsLaaDf/7kwalBnJVB8MN4OAou7dYbbKkcqQsB/uV5mOLTyVWmeG3iaWaX/qvRWZ74KAnUQQzYIp3vc7SSfKlQVY1CbKzoxUNZLsrMG9SbxuPyrpiaW5UfbaOTsTup3v67qbT9XG6KvnhVnV7Q2joLmmdYqsYKfRdigqbQARzXxTVPxSz7V7YN6k7cCUn1w7spN/oW7V+UEtAWkBQe3X3P26W9t9VhlmNnBilL3k/QaUuZj3dIlekmzpt5vxL6BIaamf17fL9VymSNXahlKX3rvW6RaFjmYa8METuo5u6BmWA8ebE6a4pVhJ63i5VssBYiFKVYVdPs1mXL4DZjBgbZuXtP7lfaDrVSsSquOnvio7wQVHP1g54KRmBMmC7z1d6LTn02jvLGxSmUnnO0QS4zSyWa+5urokxsQwDCBLQgiqUbHx9uY1niysL6aEixMZT0xSPdMRLSucshZ+SmnUGgcpQopahS+rPkdk0syFtm/6DnpvBaEc9M7jUf8I71UjIFl9AzTHgcc5izZwBkga8CklHq/OL4iFZc4Sn82PCNk7xhirT4LHQVaIoamNMfNJICZhvdmSUqLvihxt5nznNEIkqVtjVyopBs3N4JwmyHJO12CSZCGuQZMSCVgcgqrzTROckiZI6rpenSMNJKds52yuui6YKUsblJIwjhHn1DFT1yRc844rWQKTWO4JGy+y2ukoNL7s40YYpJBNW8VSAPJMaXaP69/sXivcpDJoOULr7H0tSVFz7Y0wYO/LXUmfmabvv1/a95f/buzOD3x8uhLGhdkJlEx/hclq8ttC9stN7HGp/ba3A1BQxD6i2+FyO5NfmOmuCrsQ6d3nVGYsu5NVm7nPdGQPN1YA4JqJaSbInl2ZnMxPvtb3djEUIND8PftE7I3U3nc7Z6UhMvVZNM9q7m0BzV4f6mva0Msb3tuCn/KFmMSnucEL0yq2xPnV9W1FE1Hf034+o6cFNLT9rM2cQUWWeZu166wWAxFpHFutbSbVe69SaXVbNZDpi+SezYXJu8rE69AWUOq9mkNMAi9rQaVw7Ygzabt5kzqjBvWuX60O6fuB7bhmGrXoTLKwyZSm2t+y59SmrYlQshHzlNPO2lcAbMacKt6YJBg0ba2YxiD4YAyvwBCThA0MeO8ZZTLAMRK8VuATKdUHI5vthjVbcsq1l5KFbOlonbMER4tB6yMsBoJXepKS2qinSf0tppjw40jKlgtCwFIAGaNxpDSRxgnx6qshKWk0kCTwWS3NAUtspcWS8KpuV/u9ggBntRB8kdScmSh8iVjKtXKkr0l1VBp3eHJJOFroiGj1zFyif5z5Q2bNJRCT1l+I2QCEmT91P6vpI4SelIVpmhjHiUWvBaVSyoy91j+YYtJUxy5U0Bq8AtyyDr33Whob0eqc3pI2ZVGznbW7FHMCT2drUsEaNiejZlIEK57lCKGj846M1ZiYEt4nc3AEzcQohGQOkxY5lpNmJYwxEhPgg5lidmlo2af7NNQbX/rBjn04cPODWlq9E/3VCAk7tNz++3hl/h4dK981dGp+ZyHFhRfv0fU/5fHJwYC1RhuRcVJswHsoqG6eXUJpdG8HGO2wyaajsxNHYwcvSoL9J4hUhzgxTUCVUp/ZGZlX1L60XR5fJctmQkSuPXZ3AcjOhN0wgte+ahFh27ydNu0/xiRZ7XYDvppFVEa3OB5JUdM4zVOw2555Hq9vvWcdM9MuY5AQNpIYyHQOoraIxJy4B1GlepLMVpyqaSUjEm4Yo2Lvc7sVStt52FHDlPHcBRSzgWPn0fMZkzoEi3XPVofAGOGscdJ1WQtPsRumWvLfOqchV2VsWuAChVEnq06oGQ+daE6BKAmiqmr7EDTD4ZTYbCcFADlq9cPiw5OlrqPyFu9mE4BkwQczb3htl3fBUvbOWilnkp9zMI6ThnMVqVBKxLaaFHz21sdSOXBku42q4vaBNI3k7QXbEZ5uLjjknCkttOJzSkzjFu8dh4crzXLoA8vFgoPVir4LpBQ1jXLWZ29GHYPtFMmywQddwz5oxT5xHkmmDUkRnNqsfRDEG4CLtjeClnTuRH0Puk61Q86rk3SOGZJZp03yqxoyyQTLC+GdmhE602SUJdgF1R646uDmKlOfDCDlHG2/JPPhUEfaCnBSQytLQi/nCOIMaDg1XYn6saQ0wah1AJJlhXVemMYrxu1I12s1So1alKpxwTucmHut8xRHQIrfBTMtqwDX/B1SUjNDsvXnpswUEkMWzUCYYYrZwG3RiHhCN+Ak0KVMcB0OK+6UFCDmlC0ds5vNKnXzlJ1cVQSVVssN0nxLFz7pURnvx5z7xI8s+76l7R9/wy5Vln0eoB1uMcBnBwU+rWag/Ji0U2zLamZ1FBfamqnPFUneKGYNtLVuiKlIW22CvozKzChKIVfPVdVxy7lyJjeEOzeD2JoPyuNdAQJ1tlpNAju/C1zTHM1Mv7lm56+PGcsCoNzs5zqDgjLhzdMagt2+rUKlujrKvZb5a59B0ox9Ow/tj4hqfWxcpIRKlrFuu2agS1DHHyfwD93IishCMsGhyXpcJFv4ZUBT+Wa0gFFKG6a05fnF4e4YNtMx70HZa0CrjZk/y+i0mLEMnaPM5XUlXmWO5SFu1jLVJ8sMHopmrACWmVC1ANiZKrF5T5jT0IotrrLxMzpmxMxoAGCatmzHrXnV51nbI4CZNSpWsTj3glJKuFmJL5+lV2ee5pmUskq9vTKBFISJSR3jzByRc9bEM1kYpw0XF+fEmFiv15yfXXB2dskUM855htBxvOoZx9u43tN3C7zvcC7gnaqSHaL5Gxa6/4M5EF5eXRCj1glISX0XUow4p/4SXT/gvfqcu2puyYTOAR7pvY6fY8fhOXoBF0GEvtfxcR6CL+sqm09JAnNWUzW+aVyiQ9JEsNwHGLnToS5zUfaKgKhfg/c9vlNw4Lz6ewgDSCaMATc5Yk50uafLPf1iSVugUU0/VkNCoPMLZdwFZOCsurwl2XK+CguQyXnSvC6phBs2wNiha7MBhtmEjM4cCH0IFUx6P1d6dF59X7pgpXeds5oDSkNSEmJSR2KRiPfqXKlKlMx2HIljJIfCB1zjV2F0rQDdQmxz0UwXt+aGDyDXibR1cpaiP+WxB+ILCfiB773xuE6H9nlL+e5f9PGpHAjrmGOeqo4dR8FZTd/Q4To/u/LZXi6dfUUQhTE1hqJ9i0NpFoUpODeH7eyhi2stKwOufjrl+5YDUZlIVec6TVM78+1WjdN+Xzby/th9nwXS3LOvktpVT0lNmFGxQAUCs/ZGHTzFknK0Az53soKJpi/OzlBVlfMYl4yJdS3YL0GEvxoXHHWeYzKHMtF71UhE5xDXWR73RCCTRNiKY/IDfnmPf9ItKjMtVScpTLhdUDftTtk7Je047E1//ZiBhLTfijLjlJPVOJ/HPedSulav3wGV9RlGlGtkrWveVS7TErUFI0shcqiXNr6YAsSqPVqOeXPY9Q5E1DfB+2BRA6WNygC70NEFzc+/2WwY02hM0lfmlXOq0r+aPrY45yxcca3FZLKWEi5q7ClOjNPWvO+TpTaOxKjSusa9DxwcHDAMA8dHJ9xe3GMYtsjoGv8FLb2sKY4FFx1snWkF5sgl0P3pQ6857IKV6EX9K8r61b1vwkh2On5gqm6QoClzwc/aACd4r0Ap54zLES1UoUC6+JLoHsimjSkmSDO3lAJk1tZsenaVwAN0QvBD1Vp2XTDHPEt64DOdBGJe0OeBxfKAlLDskNkErcx2GnEp4ZwjhF59GpwzMGNzL6pdyLl449vqzamCAQoVFttfRttC6KuDoCuauGTPSQnn4qwlAysxLTvRQCkJ05TISazQVPElU2fUlJKBAfUZyTnjArXIUdmXFNIm1IfPTtq7jL1VDBbnw3KmhITu0Gs++fFx1zYcY/d759gHHt/vOd/vGn3uDAgK8P+sj09dtfAaZaVBbrbAbr5HpeDi8V3JrEDxMmw1AC1TpD62kmHKdOxKy6AZEevpnee4+t3MWTKuJkFyYLpsu06EEkmoe8ZboEvTs8IQ3cyMEYtZz8oMrwGBm1YRNAj25qUxg4LCxKGoEXc0ChWg2bNcO6qinRTZGYfyVyEsOz4DFWTQ9KWdc6n3uTI/orUISohp0YE4G6pihZ4dC+drZqIl14ep2f2V2e+NkaakbUAOu0RgXsENeaxYTucupdn5bWayswNYG2R5LQKl0KA6z/NOFqEmpWgdZKmJaoozrajX9uTwURlCzgo2nMNCAdWOO/QDOCHFSIwj4ziSM/ilZgaUDDFafzIkJ5qMxpzoUokgmCIpKaEex5FpioyjVkzMWZhSst+1PHLXK+M/OT7h8PCI5eqAxWLFaliyGjqO3tpw+7bj3uFzLJaPSFsYtxOS1qQ81onI5jvgnTfHNR04lUxVoyBgoYcqyXYWBy8WXYCoP4COqxb4IVvJaGVVDQ1RsOW8xSSYdiGXoPxmobmSpKqs7GzXW40ByanOoXeuAgsFA7mRunWsfdCcAGCphXH0riemnm7s6PseByRvgM87CBlXojucZiLsLFOid2XtqpPlZJqUXIQF55QZ52SmtroL8SGYBtVpNtBOo0K6rtMcDAYEU1RzBiiz8yZxadhmESI0BHN0URONSdFGhWofTA04SAZsivnNQU1RrWDa9q5YdUgbX4f5/bRbTnY/dzlIJQzc9PX3Pfav3xNu/7THDrW//ssNx3VNwmd1/AA+A8wM2AhtRtThptloRW1KRXxW2MjNU1WZqC3Sytadfp2bTrdIrHwW58HWL6H9rLR4R6pur6g90wW98xxL1mPQV+PflblfD2UUqut5yzyrdHpdM/CJl1IrsV/znKEy5evLo8KQG87orFVQ0byLvY0m1zae9ckkN19GWcozb7qvXfIVcjDXQGiv25s915LiGRLXoYbKTCs+aUqS7h7uZrBazUt7gEvmv/fXTgWXpaXF8bWEQTbvcaDMAz1fx69e4S0fR+sEK7UeQoyTMWHNwhaCr9dK1rwGzqktOU7CZh2ZJiEnR+gC6/XEejNqwhjnSFNk3I6M00SKyvA3W82OOMWIAw2fDJrZbhh6Dg9XrFYHLJYLuq6j6zQNcT90VrpX94v3HZ0btHqhG/E+cHB4xGJxRfA943oixzWOXMFPcMx+DRYloE5r6gmfi9PcFAmhp3fary54EpEUNYzQ++JwnBArNeVEfTNiUu2G0p3EOE50QVgugtr5nYbrictWeEvXUnZlS1g4n0140RiUtVxS9+acZ5ApqPNijsY0wRGQrkM1E8my9XmCVn1TZ8yE0k1L3JTSnO5JS1I7JASCZaFUbUOwaJUNOXtCr/Om2ZdLZsJ5i2u9ON1/U0yM0yXBh5reuvicpJxrvgaclmn2XrVOJQNmTEnt/aLz5J2rzrVVSLA9VoCDiEZjZIeuc8sEqYmSTKvjI8lFJGXDW0YJ9pB9ofGzJkEqpXA2YVXIaW5uf2vpsuyd3TlaEvWs8zfefcM3DRGTvc9Cm59Jx/4FgIJP6TNAHew2n/wM8aEQ0VYavYnx1UQ9tuOchXjZLZRp2QF9hhtaer6vlnGmZfg4G9E+PxCx7+yXdpOXNF6aYEXVrM96cgU4O4tV6mcL/BTlz9xk1yfgGc8vYKy8bO7R/hd7rSptswx7NHNnfb1ZI9HeK8yhhVQJXOe3ZfV53oyiZhiVnbTlZYNWtl5AxMfM18fjpp3FZn3ZqxLZwIhdlm5gwxZVe8tsPGjmqD5/BgI7xq89ItWu3Z0uFHDaNrsCJAUCtciTqEd8mkZSnpSBavZ8w6lCnJRYTlHj9s/Oz4nTVOdofXWl2gIpTqfFli4WT675549PNHdB3/csFwuGYaAfepXCu57FsGAYekIXzHw2h1GqvKerQUwzU8xny9UBx8cnLOIdUl6wnrCiO52Fo5kzoJUdnibTevge5zomSWSZrIpfbjQ1Ok6uZp0rw2hagSZjoOZTME2IWFbFlLTssGhmx0rbzFegznCV7n19d6o5A+a4/FKRUJxUCVprKBkNMW2Zy4AlXwqo38JgoZzTOPH0bE3KQj9odIWWIFZpe5xGXRtDT995nDjz0lcm6dF01b4L9H1PlAxZTSq+U9CWM030RUaIXF1t2Fq0Suh68w/QolBdkGrm8BZ5MPsY2HIujNpweaF33ja8Rqp0OJ9JGXwSUgho1oRZOKEAZSek5EhMmi0ypUpXyhjv7Kc6dzKDtXZnlT130z4sz7Q9edOxKzTdfE25rvX+b29omf/eGTu/Bwhm1gHcLMd8lsen9BmYpaU6MW6nO+yQvaIG2iOS7FxbiLduul2qWeDEPK0FzQpzTURrHq4ukBL+U7QYRUtRmjWzhl3B167zziQ9bw45em2uRTDyvPAaTLdD/mX+mD/bUbI2tk8oGoB6/zxwLVgQacekFePLJigq/SYaox7qS1BtoRQNQq73lgbXHsncxwIIq8TcTnftoyUOYWb8xamxjLKV9CiN3hm9naMClmcfhcmXTZ9r2uhmRZaG0FzsmnurNkDf56S1Dc/gSW5qT8v45y7tdUNMgzETPUq7mvkvINmsv7YWEnGaLN9AZosS8TglxjEyjeqlXsLw1ps14zjWlLM5Z7yzrHXBYsGDFjQahoHlYsHCmH8IqvofhsGcyEwlbPXn55z7ymhTThTOGb3m3HcpkU1qHKeJzXbUWPnQQejoe43p11TJHV3wuE7L72bT1OdsMf14S0GscfKgIYPRGK5mulTQRLKxM6c1yXEGJWVdWihgZyFypa4AInM6TKA4dVbQWLRYtsd8LuctS6VXB0GXNYTSeQ1bDKZSd+oKgsPyJJd2Ak4KmMmkOHFxccEUM4dHwmK50AJF0WnioRSRlOiC5gnw2RGl5AJQX4ih65ShdwGJUQv6BU/f9zrGiRpGmDtwPrDZjGw2W5ybSAeZEDqGftAIE4siwDRnKalfQM7Zvi/5Fqh7RWk66iRaahyEoFVKS2gu4LPOmTqUSn2Opvm2fVOBHw0fMipq8+vsffN80+z3BiDY/O4IMLtSwG5C3ZuOlqk7t/d9Qwe+32HPKbR6h5vsAYH/No5PoRloGE1lVGWriBHWUrZmZvQlLr8QXDGbnKaV1Ktbqa5IaS27K8+a6xvM778+eLoQy3et5zf2OVs5VCz09p0URxZTcUFAfAAjRDU2u2WG5e/67tkGvje91xafs3HYMQPI7MnM3vXzdaVvzIy6MrPmzVZD4ppoXds8L8OZmdoarc43Uri5QQb7ve6FPb1P3SgNWCl4sK5smee+AVWV2taNxu6mvnbsaluQWSKdGUC7R119XrNC69jmpjIlrqwdV9fdrgaqED523vGxe1f2rpG9VS66ol1ZWykTLTnP+cUZ281a0xfHyGYzsl1vlYivt0zTpOGIXW+pajv6rldmv1pyeHjI4cEBi8XCUvp6gldg4EOoGeVylirlZlEJuAJpEctjoHOUbT+XxEaRTMwOoid7T0qZq/WaBw8e8PDRhu3FEw6nydqgjMQHrzzM1m5KYo56mnTGe0/oexZ4tTk7r8AnJnLSlLe+rASJNm+aXMg7ZTCpzqmqpgcDIJ0Xhh5lNmnOZ++dmjyy9TFnIbsCqmwoarqA4vw2axYUBBsDdIV2FbNnSS0MImrbH5OwGdfEOCF9NncEK1FsfgPzPpuZbmlLsjTB6k/Qa3GroQfvLfGVA6ufUKTTQheD9/Ti6LpO32n02YdA1/UMC00zXUJlFXBO1xNW2ZqY1fIyRweU+gC+CDNCypEYJ1K2Sor2FO81PDP7DnxH54JWuHSzRmJ+aQECMz0qQGF/H+5/U8iUrpvmij3xe1cjcP2511H//gXlMmkuud669lNqe2562CeiND/Q8Sl8BhS5qjQYGolW5gREiKlbRTcYM0rLBX0bbypMx6PItKp/fJGa9b0mnDWEGSoIsYlrra+FKVcpOpfkLgpWKjCwhSuK7WvSFW+EEizvuwsaq4xu8uQKzxJT/1kfbWfOmv/CnGdmN28c9a8QiqTccInC6Ut/HNWruYIME8dL+GT9v8VgkkH8nuQ7t20OvXS1BQKWAzzhJV9LFKZjZqVbbU86AyceK+xTCJ71sWpjyoYNJeOghrZJFlzWiIcym2VuBRCvkkwLL3QsdYRL1bKy9ur5BkDtcOHivNdoCYo0OoM0R6CzynpUDUG5aQa7N3tllDdexzDt1WadFKFo11zzP1mYxpEHDx7w9tvf49GTj5hG1Qx459V2HgaGrufwrjL5pdl7l8slfd/XbH4hKDgoIYfOu6bCVAFixsDCHEpZgGV1hjVpMuVMSpGcNuQUqxZGjQYBR8c2UR0Upymy3axZbK846bGQtITzM/PEJDuM+Y5TIuWRYQisDhYcDFr0ZnN1wdX6ijhtWQ6eo1XP0HuwcFXf9KmWWy97IwPOyib3Tn0PHJoW2+V5VkxScVbPoayvorGTun6lhj16P69nRMxDvoxlkZTNCTCXsVdNRLK8ESKJ0Am3bx0yJVHnSUvnqnTUGcN39J3X+gnZNEiKXwk7IpnSYH32DCqKE3cJY83J3l/Wn/O4UlFUEiXjoo6HCUtlgaBVDZ13VmCqUBxLepV0PoumQXLEjYlxgu20YZJR82ZYzoXiu6WkUIEqnSY90rG0SAyjb/sMWnUOuxpL7HnJMol+nL5dbvjtk4jnVasHTdbd5kmFLl9/+kx799+9Sy4aofD7NucHOn6gPAPz0XiIl1/a7tYFI5jpyqTfWVvgGpW8bg5fGUnZdCWspKha2xAXmZtSGmoMtWlX+b1eNvfBNZ/zI8TQq5BdwlmIT7lglvWvE35B9saineYZPLTOgK0GoR3jlgk/82gWmW4V88/fW20lfG1njZdHGE/K6BwVr4hZ42Obvb7O5suy6ZUwrMLb9Jmudr1GDDRpjgsg0JfKLBXT+Jg0fZvdHRs1YcvwG21HKRw0WwaatbI/lDtjUkBocVRyu+eaZ8zvL5JK2cClb2KFtW6esnlwbppbfZdWicv4EDg8OMIfHdKbLXjoFwz9gsWwZBiWDEPP0Kt6v+97Zfi2/3aIZfFQd46aDjel6hBaulDs7KkwsZR0D1t63JwjpBFEU0uVcsjO8tbbwjAPcEFyQmTC+4zz2fTDtiaq9k7neIqRy6uJ7QiLZWaxPOTo6IAuBMbtlWUmjKTkyclbrHqyPrc7eQbxOtTOSmdYtckW0Io00n353lZC07ayADTVs6JUtaU7Lb5U9k6hFdIyW53zbCGrIrWiAWWFBy8cLDumZCYX1ISq71FnwT54FosFi75Xf5I4MwoFU1krNMpcjlhfITM4N9CQa89K68r8auigiEPyRLKMgS24mKmNCnNFBzn7AGlEhTctRghq+PKW3TNFqcWW1X/BnCWzI7tM9sXHSYxUWOGqQmjqz7xndAiMxvpm95V94NwsKJRT14jlM2hFe0ihuNLetpu+ZW/zXwMCu3Lfxx6zUPfJrv9Bjk9RtVDmmN3CyEuPC9Ft9mBVdVQbqYOysGkd/DzFXl04t7Pc6eUtWQo5V5t9dc7BV0JCAxiKFO3cXM2+QLV5kqW2FdSLV8A0GvqcLI7sHMGXeF8qDd9VRTULoyZQoD7HGmb7cQZVxZ9iBwDIfpmh8qxiJmn6Wfsm9fl60thqfXYh8Jnsw+wzUfeTVAmojIlrhqdIE77h9oV4FEIqJiVQVIJGKLw5WRW4PEvqMyMvqvkWWO7gytI/afmzST4yazmU6eyC1p3sgXZ/CwBmZdwMFwt9qQSyjo3s3FFnfn+HNu2+gSbMF7nd55Rxn98JR8fHvLr4PJAZ+sAwlGpy3jIJmld3XfPah1KRsM2VUA9T2qjZTh3pqkd4LmGVDRiwpEVK/1Qz5NBKfeoAZ4xQSxXWNjl1p8e7rKp7l8BFYMLc2W2MzEnPNDEpRTbbLetNIosj5sgwdCwWHWdnPaHzhDAwdA4fFNRI1vTA0Nnas+RDGV2TFtbvnFPwWcbCCmuV9VoGX6TQmlD3vljeDWegVov0KBNzk+BM1a5KJGXwRYuimSCdafmsKJQkKMxRBGdVI4RSBbEAOm9LRTMeDn3HYlATUJpGJAmp7AVV3SBWGRIDOa4wwco8PS5r7YngShbCMiWZGCcw50TJjjiN5gBo2UulERKcAi1JUgtAKe0vAogDKfkczPQiWoQpu4BIB9JTHBpzdpprwzJBlsibUlK7pXxlC7WMVsoSN9q2q9Xb2w0fw12loXf7W3eHtrNPrz7mmGXAT3Xc2Iw6l5/N8SnMBLOkV80AzqlaP8+f4CzxhtSEFpUh+xK0LyaZGPMTqsZA30UFGIW4VYeR6jeQTetX8oJLI5xJnfzqsl1Hs2FIBcGIaH10SVqgpjIYj/ig9e53xqJhDFJk1uJUWCbJNqa1YyfqoRIc+7GiMnqNu7bCy6S3CzCbbU+KGrI4LjFLHDZN2j7zflanH2XaIphTpG0yUYbqpNEO2FAGk/bKc0pbNHmpEl+P5uP3zhMEXBbwmrq6RI5kknl12981Hrxl6ruI/qYFXzQA2SI9bOXtEI/26vrIOrRu5+8KYBrgMM/RrtR8zSfBNcylekXnee3dAAd2YzDadln/nXp/HxwdcegOEMl4l2uEYowlTbAgSSjbIldfE1tHvrR5lhCTxd+XtZeT1Zk3z/u50JFQNHGlXHBJu1Rs5cUb3jlPcqUobTOEZMRFVHkbESZEJgoDFsteJqKlgUpVvNA5usHTDUF9CoLjYLVgsRpYbgeC6xiCo3MJ8qQFlFyxfhhEFpPCs4NccLqOV/Vj8mW+MAlftZhVK2AgyxesKCamiJBSGYlMwtc6Bt4YpjpZxiam3lJUZ03HnUtWSFEgRjLnwopGC4NVSb+8tzjcYWCvzmXZ0xb55PeWfjYfBAXsgpoDfD1foia0m5qTAq97O7hM8KKVHKtJzZ5VObEUDmxLwPphjo2lXoYqLhwxQvJqesh0WpzIBCRvGigl+04riFZT7MwP9jfQrOGQnd1YwsavEZNnSO+f+qjj/DFPKFoZ10Ss7aOZH+TFn9HxicFAtZtWRjdPfNlkvqhlKgI1AFBVU2UhGyFs1Ki6yEvnpGY41MsKIi9aBAw9GrB3rhkTN19jC8eZtGpvqpc2gJFKhm0he7ObZT+H0Ugumg1p+miM3MKOKKi4MuXZ6bGVgrOAK+lSKcy+AIzSHvuUuY27KvGyKZWoF75TVIDF4F+AQWXAJUtaeW/BRgI+a7pgJfC6aL1oKJCzIjlkAyNWGCemxLTccHm5ZVhmWGatue4zEiAHZdPqDmAhczPSqX0q9JYy9+0wzDr/ZrPPPyUG2RUAWua+lGNtislISedKYUlmnCjE0e1u6zI+NwoR1/h8adO8pq6fn2+Wnfk1Cavc6dQD3HtHTKPm3Qfz6M9z41zx9i9rdF7jJQlOrUKXs6ns5/HPe/c45mx+VO2aFgcSCTZmmU4gmDSrUMxRMH1xyi0Ssu5pjf2HVDo4J6Cy9evxLBaBY1myTJ5heUjXB7JEnF/Q94HFoqfzQiDjssa3O2+atgI6S79qelvrmWBgMSt9uDZfRQgpYyuUNGNeG1ggt6VrbkFEsUkrncjFhwBqKt+iYS3e/LqZIKdoSX4mlH75mpY3mX+Cq9ocVadPcSJGTQ6lckdn41iEkNkJsu51a08IAVyHd62n/iyAeVsDffAsh46+66x2RSDFSEKBY8qzf1ABKhV4Oupec1JAZq7mgHFMpC5brgEq8HQoGAhWN0EaMLCTC2Z/P1a+asCgrOlKWG64Z//2vWc8+5ZWYGmAQK0loeDsJveEHVN7HfrPjqn/oMcnBwP2KZVZ5TpKxcKfxfJiWw91wqThuFKJl8HsStQdDVrSNEY3tEI3+hyfP0tBhajPrbTf5OYnFUZXUL8vhM+X323ne7+zCWs3GkZUaUbLWctmqBKl7PyUNsAs5buyocpL7L7KKGX379rTZjFW6dYYW1lsbaKowoRm4VZ3ixPBxUSetiRzNoo5EcOW9VrUDmmbWWveawxwipGLW5mPHq3p7iy40w24wRXxCud2C1vNY4cBqaLiLqvi2mQZofDzxq4X2+C3Gqjm8I0Xst4/Fx9qpfMdcwLzWO1rBvbX0DNa/P0P145C/bL5H8rkOVGpTm3UWvvd4aqkpf4tc+a73OQRKOBPcq7e/3WNNq9px6B4bOvwzjZzJ1pUSUwLFMQRUM99HWsj1vUZe8KBAUJnMf1Vbe/M1GR6haHzuINAkkDoOpCJq6sLgkvkPGkFPa+Z6dSrXQGGIGpvtnTHVfqv3Sx/q4re5SLxF78CO1/2rdGyYtrzbh6jnIGcGoA4MzLA2iU1WY8PGoKYd5cnIlrsJxvATikbw9OflDMx6fx2YZbiU05MUzKP/AzZ44I5FeeMJIfUiBCzs5uoXefZ50ZaVwatDn+AJWIKXsMw+66ktzYBr3H4lKJ9pORgmCtSag2DgGrsrMBWshTX06R1S3yq2qrSdVe2NQrFTLkzz2cBke1YlqVmrXFlEZeB/gTHDlNucfoOH3vGfQ2QUDJbPnf9GXY+99/5L/H4xGCgtXXPXruuMrwsgm8RImXsFC2Vgdm3T0sj8enVzQy0Xnugm7YQquIrULldwRiF0Nu5In01R1Ek1DAV5zRGuITweDfTL/aYeH1vI22UVxWi2vzoHizqPJnbIk3XhPreEl6or94DMoX5NVDJsqhTpGLvZmKuj5C6kH0FTDIDi2bk85QYL64YL59a7LawjpGzw4kHH01IihUMTNPENI5IVDvz2atLPnjvEYf+DtPxbYRezQGo6UNzG5gzmtNQIm2aelGXPpV+14ly5ddCJQrTbtdGAy6sz9VUJTKvF7tlHx5WZcv+WNfzzRr4DDautAtF9s/NbSop47SanqYMlqDOWDmVmgBtfYGikSrAtayj9unt+Fk3i3Oo8w29K41rNDbVrq/e5V5Ui1S0LAUMiIHqNqJHTYtYWFHAuVknM3ugK/DqHLgQrPsT43piu1mzueqJ4wYkWsheIkskpYiq6i0E0PwMRDdWjYipSZfqvqdacszAVMGA0jU7J00BnxDqGKVkToFWOwLzx3FYHQNbVF3QipE6cQb4Ko4s2SQ8IppSWJxqWcVpnYEpaoinRnoo5VV/jkYjaOF3YkJOMg1QqoBpjkZSmiSWNXb2EUkxE72GbUo3mxIpJkaXZ55qlRF9oZE2z7mmubYU0523+g/qjJ1zJCUTIiyCQj0eopkPM15c3btZCiCrs0PRhu4D/zqnZckXAlxX/qc7lBftgeZnPaQAo/J2t4c/CsBk5oF1f37ahv0LOj4xGCi1xRUhe0r4ei0gYTy/EmB2yMh1ZFS+E0vG4co1ek9NMeyYS4TqGUvy4SuDqLzDnjcT/fKmmdjUkw23FgPNvgTlGPFKRry8ebV6h9q1spit3tooWEYs+ymcxRAzJXshNBUeC1+XSkiD83PthpsAQQVRewCoNmLub1lsyZwJtahLY7Io5E+sWptkri7Pee/d9zh7+AE5jkgWtinx0SuHfO+7pxQ7ZbRwIVIyiU64unuH87OnbDYLYjqwd1mCIycqFVi2uExSadcYnSt9tUGTShyNeVUQ0CzIFhSa6UaZuhJizaeed6Rnmt7feNzAmK85V95w6w8MD2xur5lEmNe95uVQgh6niWkUpnFCxOoJxFwBZ7nR8G0lly2DF1vnu0JO4y/R7AmQCqIK5NS6k8XF1zwRmYEWO+/TNT6r69Gf2kGlmMWkI0hNIhSsKSkn4phYbyKXQN97FkNA0UauYFJ9d2bfoSyqfs5uVukrQ/e4YLkBnNTwRmTOgYdD6RvUuVdh2eE6DdcUwEWLpKCYmIqn/EwvweaxlRmMbpXMgk4CLmufxJV0XM5GWNtepfsG5GebH9+VUEA/R3uI1BTBRc86m78MIBhZjLmQKAUESuf7et00qXlKwY+r/ccEELU6FuYt9ZzWhTbTlMvqFFgjEaxWREk0RFZwknONorDg9HmFNmaEfUY7b88CiOd13PKcvct3j/LQ2of964RmCtgVRvaulYr1dmjPPhBowfrHKB7+Wzk+uWYgN9KtN1l0BylJ5VGFONSEP658V1S1e7CpSNzlcVXVCK0Nt05EHcX51fO7Vc1WiKE+d8bFoIzb1RzyaA1xSyzicbMUmNHNma0ISsWizf92rSv2wdwyZXPGc6qyq6PQJN8oC0Xt2m52chLmwIRmcbqdxdUwqNLmVupBEFGnLicllCypGaSKw8VhUOvYn56d8ejRI+J2jWQhOri66zk7P68pW3W8lGSR1SlwjBPbacsUR2KK5JxUletU8qFkKEM3/w4aLmukXUulsxSUuTvX+o03gFa2d9FMNQSgSvUF/MwLpyUK1zQDNqblGXVO23aX8aa99hOCg2bvPJM4lXFqNBMpq3QF1HTQ9d5KLPWJu7TFvivnmzGdgUC5U2atW1nzs0hYtVc7YNT2t3c7waGNRLRjlNkhhJrWV5/l655IKnSA5rxIE1OMdH5QR2VB57PJOFdIspSxs/dkMUlZIAQaLZy00zAPk1HxKksXUOrnUr4SsmkDpGoVy4hZTygLW5wj5uIgXMycBUA50xYUmqcOddgclb5UcmX7u7DJIhQ5cdXbPplEXaJMsojVC/DzeDnR93iTU0RqroCWoeYkTIj5Z2neBe9DnddsjqdC+TuZ1U7pfBap1RY9oe5F0IRH4udKnE6RI5rLQDUkpc+VPjodl+taAcd1wO8qLa3m4qI1bmjqzrHHuNuvrjPr3fft6qNtJcre1Q0Q+P+341NULXxW8xsm1Bxux05LAw5sMRfGt3NPe555Y0KlstX9UFc7FWHVmLFCqDLVxXofEAi0XpxCJolTB7mygLKgPvXFwWb3p6hixZzqXMlLXphVw729McN9x5GyOGe0K7vvQhobL3U17o5baU+ew/h9ayopw2cMMTtyycNebYhSCcyYJtZxJI4jIpnkPVES25wIM9ehRpfYvOE93aK3/OdlftSM4QsDcoXxlH7PUmH9tOc3q2J+Zztv9VTD2GwsfWNumftfVwqFKRaCfH3ttoS9HcVdIlTP7xCh+X3PQvrtaty/sy73+s/kVUct9JBE1C/XmcYnqwamek3YuNRnVypU+qyfIu1bd+doB63sDHl5R9HIULV6VbHQzFkdjL2xmiWkBmdV04FprMjqneC0IJaTpBXsFEHUn7rnavtgnmqTsnNpo5sZmZSwR6n9aAWXCrJzBlHJG0oWPPUn0gSlJUOpqd8d4Dw+9NYob5kbm2GRst6dmUOy9UH9WqSsEaeOfL4+t4CB8qxibNHkRSmpcKPv8FUrlsvequbKMsNS908IljLYaXtSLk8Gl8C5bBGhye40H4GU6r4uRepUm+vMnKHX07kK3JxYYSdj8hooINTEds0eKCDTNR0vMO76HprXnqt/Nkz6UzLjm/DFDVcxE3RsmUsNg5ZmjHfe7J7xuH9JxycGAyrdCmRXE9CUuZknxCSPyiR8Vf8VicnJPKIi4Hdira8jKS0Rqm8w2QPZucLehSHrnW9m1ZIi9PmWwnwKYRDb+EjJ268Ety5LoaqwJGek1IA3Zj2HxbWHaiCc+T5UZ65ybWlb7asl2Whiw4sqH0Elk4YYXF9IufZbU6RKJVC5qOl9Jph3vZhn/8xTheiE5B25U8KHaTWSpUgFrKCMhj0NQ89i0bE6OuTe889zcuuExTCYJFADDqu5tDKTMlh1f8+Tc/N+a+e6YqUd7coMOH2d84YitBR0Hv96nylm9zm4zLe0p2ZHzl1w8P1oxz4EcDdet7vCc7O+dJnqOtSiRSp5FhNXuwdc5dLSgOUCyMrAt3vk5q7Pe6MABm+SnMOJn2HHjehHapKYWeIsAL65xc0fuk+kZgWUpPbvwiIrSa1Je8qryiTNgEMxVDPfllUwScZJMpA1P6KdHSeY179p/0rSnSqxazZFHzr1M6qZ8az+gRV0EjRToaA0Bd/sewOpRb0uZRwFpM2pUpGTaSy91LVd6WuhsQbO5+ir5t69NeAtRbFzYvUq1O8h5YSLpgUO4KI645a8RWWV5VzKEWsWV/Udc8YbpYb5Fvqck/oVZBPmagSaAQFNRe0gJEt4Ne+zEpFQO1rYxfxf07fKAea14Pb8x/ZBfKEZzfP2ZArmM7u/3fiVzMxfWrDwpzpk5+OzPD6FZsDIZgkNbFSSM1HdlRZKmEmluMwpL+unckFyNmRZiEJFsjBLR7q4szHYmnTIINbM/KE6NTSU1rWTjKHejEnIljehtS879cYlJ0KVjHNVc81JPBrvbXt6zkXizjX96D4IKGrDnLIxG8ve5jEEr65FDlcJ1i7z0357MOnWnItESFGr1k0xs03qgFR8Pvq+4+T4mC4Ue2omT6qGTQI5dLjlSgvJDD2HJ8fcfVF9Gvqux/ugyVSmyLDoODw84v3nDvn8iePuoTAMGYiW2hikMA9U5VukHP2uA8LMuB2N8F+38jyJhZGj66KaHcplxgCcn+dfGcJcX6JcmytjKqrTZp5c+8jdHV4T/KCbfGePf8JNKu3SLMSfwst0I2TLGqkSkdQtUKNdbPlV9l/2TPNZx7Hm4SipffbQTYOb6uqq+0XM0W5mxMWmXefC2ZNdSZszU+tWEhXUwVAKSLD7S4hhTKna90tbcspIsmeZJq6E5eWUSdGyH3gFJyWcTqGuJUkqtvhMzUuhNvYyflLbVBJjJmAuVuYr+NL9nqs0W7IZipRnq+kgBPXNSNm85RFLyuTMlOktsjBRyFCWxuHWNBFZco25z07d7YJzOK/GyxgTkh3QGcif5wZpxtg0Sdrjkteh03Tg3sbPahjknImWeTInD+IJYfdZSro1SqXzqsGQpDQ9JzWLlKCzKAmiRjZsN1u2mytymswDRcgSiXlEiECnUSeVMZvfmDmSSF1MuoMqg69ao3lNVoC1s/mesUlFrl/LvhBQfzPMcIPjc3vvTe8v3zdk7cb7XT1zvan/AtDApwQDc0Oq4+BMw5tF0hDTQlgrisvsSPd1UqX+2WoXbnp/fWdLhY1QVmJaFpLMi2P3ETO6dPWC2Su/hKDNq8k1jxRKAp7yWNnrR+l7biZ4doqcmU5lRhZH7OeBq2BgRklS+zSHBGkoT6l7r7HHyez2mTEmNpNmmEsp4X3g+PiIznsOVkscGVJkihN933P33j26XiWaoe/p+sCDu0teCfetsE2Pw6nz2jTS9YHlcsXBIRwvehbdBu83OJdVhW199a5TT9FsDNxj9eeNUDdIvlGo1kkruKsOT3WY3D2krg83E6zK+OZnafidgdKaROX7HbNkNROgwgi5sT0f8yjrB3trvWFNpTMzh9b3eFfPudq/ef+19v8dnuAKOJol02sNYmebNN9a7LoUQNBImTOqmQejsQE00ECZewPyRDC/msJMMS1GKQxmyY6EmbqXREKuTUxj77e9ki0pWRK9vAgHJTFPBX7MUQazdF0kbWuHmRqyzD7BGmIXyM6TxNojUs0BAqYRs/e4NjHQ/O4ZWM3zJPX5cx+LK1LRnoqtg+K9n/MMgGuWTuunkjNl8kXgcD4gok6LXtJcqoKiPdEwwFKmOqdcKxDOC2s2i877y8CAmJ+C81Xg0TDJxDhuidOoWl8LK6X49BQYU0LWyrov2pSZ7ewt33m9WYPYAQqf9rB90u7zvdMzeJAb2lOPZ8GBZ7z2htdd00zYmBcFyWd1fDqfAZl/5kEWisOLKxSxMmG7Ku86d4hrLKa+WVvlQ5gpTGUSsOOx62bJT0SZSzsyZXLKo/a1oA05qmizlbqFRI7CmB19WOzMyBxiWXeCNteoRXmfXVyXZunPjkNabYvUdJ6Aet2WuFxL7pNKlENST/JpmhjHLdM0Mk0T23HUjRajhZkpMYzZsASuFrHZbLYEr4VayBpOtFyueOnlV7h3776VHdXN8J3DieeXB8ZEdHOnmEhTVJup8zi3rj4UDk8XOvrOWRS6w7tOQwrF7IsUp7GiyZkZQOF9ucxPnclW+1JX3/WlurOQ5p+ijq1rs1EJ7mz8m4793Snzu3cdaT/+uPkts7nh+z6mMHQ3r+HydfGDmFWvu/eVqI0bLAI3g6FCx6rmxTh3HdP2AYpqZO/ewhh2oohkTlrmEPX6lybXBw5BNTlZZmZck0KVnlezBYZDVOIt7Ska5ZzVqa7klijaFN0Ssyq7dEt5k1Qir46bQsyCJIuFxyE+qK4zSw2Ly1bVUZzgs6dzGkngvHayaqFAGa40dvTSqnZoDV9ZmiQdC0WEVQBJouG+zqo2ztEK82cJGy2AsTh6FmbsRKzEshLDmsbalf1tzwmaOhkT2KTUlpG5vfP6bAQfh4Ulm3m1HexKB6kMv5gDhMZ8V4UpvbgKpPUJfzrWKM0vu+aEG+hMJeHPAgRu/vJjSFTZD/P7m73W7Jv62oZvfNbHJwcDZXPUNSKV3mpFLCjKU2WWJv03KlAMAbt5/nVxeV+9RasUtye5CAqUQzFNiKtERezJzkvNNFeeX4uRFCnezR64WUxFnjR/+DRZTfgYmWJknDKRwNHtRBgO8f1gscSmtvKe7HwldrlC+Ky+FeZRrHvS1XEskkwDxpUAOioASHFimkY2mw2XFxdcXF5ytV4Tp4lxHBnHcSefvPZN1YD90DEMWp/+aHXA8uCIYbmk7zr6fmCxGBj6gRQTMU1WqCaBcyyXKxbDYLUfIEqm6y/oZWlpiItDT0cfhsoJvRsrYNLKj+CcKjo7PMkFc+KapfUS9TEThrLBWwDwrKNwgPL7fH3ZYDUs0LQss1OPWHTI3uPE7X9rzyvEWylzabPGUls46idCA3O/ZkMZO5/tpdUM1YyD8qEKj7E/KWC89UPZfZ7OXHXUcrM0rA+R5o/2qCSr6UPeG/IZWNdANiOg/z/i/jTIsmy778N+e+9zzh0ysypr6ul1v9f9RkwPE0EAAgeTQdIyIdMfaIgKSeFQyLIUnukvdoTl8BfboQh/oCJsBx1ShK1QMBimRYcsCiZN2pRIYiBAkCAAvocH4A09vZ67uqqyMvMO55y99/KHtfY+52ZV9asGWvTpvpWZ9557pr33Wv81/VeuJEi5fleBtCb+1aphZxazKRdPQGioyXouKFQsgKAYJGXquPKrXVhl3lTPgvoji1yZGQIiiCR7FnPlInWUUlbwm30GsXBBYdojW15hzdqo34lJvSmuWOIFRJQnWoCSgSCVAqX3wzSbxfwcBTjUhr82l1WOpZKUYzkJ2ruiQgxX5s0ku62cH5FcKZNLK2tEPZXBOW333AQLk5QpWUJ97iAHwm6xzkPtaaLv55DxiVoa7lPhG1GZWcT+bBXby47FIQB+RNEKFFr4Akg+bnusdJljgCuK9xHAfFVRf++jH27uyg2IHBxyDhR0d92/eK8+bVDw9DwDs3pthyixiKE4b/6cYJN04g90VXAV16R3RQxPWKui9LpIOUCfYPigsh2ZQDKB6ZxauL5MdoX+deIW7m+tPde+5Um0O1o/DAx9z9CrdT3GkXGMDGNiSAnfrniOhus370yZzIDzXnnPjITH1Tsx+t6q5K7kB9hCK+69OKqLft/37HZb9vsdQ78nxUhOUQHBbse+78k517a03ntWi8761jc0bUvTNDStvRp7dQu61Zq27SoI8jWebv3iTTJEWkgt5GAuPrTm2wdCaI10RJQBT9R1mNGuZCEE2gZ8aMA7EpExF2FRKi1ssucwE9yNgqY6GczicJPQMntupv7mm3v870UnFBUlZflMoma+FD9Wbsjj/ihayKTOYxXp4w4gdfcJEMyuRDLFT/HIeYvFJ8VThinRyQJ7XCiqPpK5Ai9r5MqlP0741Pus1s7cTjpUrsVnWMuspObYUnpJ1Eh+ve2pn4FpM3AB7WCqf5f247X/BZZtP7+8+ggNWIhNJEqOQgk52DW74qfxpphLBMIy5QU0d0MZB3OyAIcr55TpGhBjGSzGAaSk1QqheM+uQMAJrNp7lpvA3CiCinQKsMUqnQoiKMOaDdBDUHrmDJNXx03PhwJCMhlnfUmm9aFyXqs5xJokBZMb2YB1HbAalprWlreSYl88VUX+gZUi5hq2VC+ElScWEFKeq4GKAi7AUbqvTmC43NRV5SgHz+bq+q57XvE0usfu/SgQeOTvq3+52Xg9YZuf+WAv97g3p/nyuM8+je3peQac1uELYglrUhdv+b1aeuJ0rroZUgSdOEUC1MCwm4/MzFIpErMoeP2nlK7o+jMUm00pYxSkaSp5ySmSxqiELfZK1qVtjFYfv+8Zh4EY1TNQXIJJhOXRNW7eegaXNJs55YLLVcHEqJM6+KBusDgyCpZkR/U8lMlf3GTJYvzDoNe07/fs+30FAg4rKTJpt+hU2S+XSxaLRW1V23WdxvabRoWRtZEtfjoXAi40MxCmz7koJR9M+GaQpKU+VVEJJoTdVIEgoqVUAt5lEycKjkKrzXWSF0adEDQzbnJKXwMpaUMBaJkyJQw4UQuramJZsS6cKNgSUyIaaz5czkVwFKEq9Y4PVRhuEs9c+fzxWxFEVOvjUG4YSK0/3eP3kXI2OYy3z6V1sXyZfA7TnUxegCq+6jHm13L19wKEHlfWaMcuCLruIVe+r/dW3O2UhDdX0gHn/TvsmgopFBMYqPdlhDxFQc1pOso5ipyvNeaiAFZj/RMML5+rE8JAk7EmSs6Wa6GKPcwqomqSnlHxSpjY93SYAxkh5oQLar2rRVuMnwlgqEu9UEMnjbXjCUHnY2Hyn2qnbdN4GxI0tFaRmt6ZAiCZ1pEkkGDGhxEoYc/QWYJkluJe12ePUzpkXVO6ctXjoB6zlJWArDgYyuPRkKGvbbElHU5/AS2vNrO+AAFjLVZvbpiRMYVEEzyDaczCXJgtzIhkY6KbHsMUFnZ1XlVHTpkwdb0c+unKWn9kZcjs90+yPeZLV996ZPW5770fHFzm97BQmAbhU9o+QaMii/GWcpcw8ww4myhGjjEXI2XKFEtP35sGspLsZDkcXJsIUgVT+XtGfmQWtlTlGolG0aoZq3vG3lzq42ifRWuugS1OyKbQS208TomVcR5nhEPBKSFKso57DohxpB/Vs9CGBsERh7Ei/TFl+n5gt9ux2+8rECkcBYVDHqgW/cnxkSr5pqFtg1KZhoAPnuC1Dri8JhZGe2x2rEI8VCw7J9op0Fv5T7Uac6Z2EMwJybHyBlKPZcd1JYeAKphDG1RQmiDwwUPwROfoxVlIRTvbObI9PxPINECDc+2UNFlJdqggQMxScFcWecX85j6ed7+cu8rnwKgceB6FKvPx8Bma8Jwpz9nOszVhSvlgv5n2kjLBn2SXVORLzSOR+bFMcdaxLLtPx5zA9kyC27Hqka5YJ7X6or5h3ylJmW5+NzOHpMDk93P1Dib1LpYoB2Uxu2IVACVHfypRNc0kUzghlQiElb4qb3+pb5/AlSv8A64kxNn8m2EadXmbRS4ox0ax8l2hBSpjaxZqdrNSYCp5jzhHRKtSCogUX0CrkNB52lprdefUutY8oIBrmgrYJk/ANKbOeAuyV0pimDwnThxePAFvNMxCzpGcihfS0fig15umaTQB3XLPUsfWoR6QbCMq3pFsbUij7Y29qLxpQrDnrGRAZE+0DoiCM7pjzHOjz1y9B0ErLYxG2XupXoKy0IvLW2W5GVtS8lvKGiwNxKx6TApx3Wy6PrJN9/6kbQr/zd4swyJ8b4ffE49rx55j4tmlTKWeB6ed5TCZbNFffn8X8fvYnr6F8TxJpAoDNy00G9RaEjJT5M4V5D6L51fZV2JGYgh2enoqgGTGMqbJc2mMZmlr4lucWf5xHIkxMuwVBCSz9ks/9mwK37lgdKDOeouLCZFZsqMvhD9aP+wkUrwRWYTdfs/Z2UMuLy7xzrPsOpoQ6jOKSZuJjONITBFQhRqM0rRpgrr525a262habeoRvJsJuYl5y4eJiasIkjnqrUCxCMxiTovSopZJnm2n0qfeURS+1UFXLKBCb++EjxjNAsHAkDN2QRAnbHzmI+DSZVYOls6xdJ5FAQOSLPIpJDwRx+A80YGXxIM08P64YXBBgVJNttLzxZx4EPcchfUsh6042C0XhUJ0Faabd64mjhSdVHWTm8/p2Vy/Oi+l5MEwe8CP+9bso+pCKFfo6od6rVJBFfY8pzUvs9f0Vh0npK6pOgcOpI7d3gyPHIrGGXA4uOaPuz99v46J80j2lDyKMuemMMEkHxxMgE7Mk1Q8fnahyeLWKRqhUgiUsIJ6/az0t4gP8w4eNkYq2fQ2G2x/l6tcrswaejUJL5rx6w7GxlWrOQHZo0ral+Jo8yhZTow+NgOjvlGmzuSJKdo92PVYWaET61Zc3e2B6QrLVQLimd2whkh8sKTibHTHev8+OPUIuFljJa8KvMhVbRdevlJCIZmYBUKgXbY0XYcAY0p4dzjPcOolyM6BeRRKl02gOpRKC2znoAmtze1MyrFee+VbKcDIQEVKSYGIS0qiJIUHxeaTjXU+WCuHc/5wm4DrdJHT1x6rZx/znsE/W2aP3eHw3brmpnfnXB+P2x736cd/49PdPoFnYEbWXRe6IXHnAG9CR4XnlOnpIE8lZql0UCvZqpVJ0NWFX8vmSpw/Tu71OEaSlc9l6xVePzeln3PWhJ+cpvOUSxd1WfmSQFXPb7fn3EwR2MSOkRQHchwR57V5SIps9zvOLy85f/gQ7xzr5YrVckHXtGbJO8KyZbVaKKFHaBQIWPxNAUFTLf/ibVGhb/kZbkoAquU188ld5Lot8FKfXV4lbDN9Kx8IfK3NNkTvjB5UJve1B15myau+r65pvYQpDuic4yMyrzqhcZGFzyy8o3WwQGhMCWTUBZnIDJKJJDIjPu94M0YWu/tciwPkCZwVqyEpATrPNevJ8rwK6Q1wTmRXBSC5iWXQLKPicZgE8KEFMf9ksqyvKOire4s930f2O1zS5a+5i1tmH9TgRhnKqqzm1zEd5REQMHs0s70Orqf8LXUu1Heu/H7lNitbZQkVOFMIjtrqZ+7FEAr6ZJ50XG7YYSRftt4VrJu3x5m3QJL1GtAkvDKHBGtMZJNbLJchu+Kh8HVY9H1d39k5battHjGHI+KICNHufRDoi3gq5Fu2lnw2bgHBLHVdP8XAcGGiXJc8Vg9DU61bbH4nA4JiLIvaEjqL3p0zz4bBP4vvY7xGWuGgWNeEgLVIxoBKwUcqk4XSXdDhNGTnFcg5B13bsWxXuKbVsmQDSfoNu4Ky9plKmxV4z4bbQj1FPrggdf80C5WmmMhJygKtBqUmYScqAZFoiaiUcvGyEmQ2sPJ06btPuz3WE2gL6YmhxNkSlyt/T4f656XWf3/b0zMQSiETcTbXptzOIlC02UVBu2qNYnG7YuFpq8yorTpFEOv8VVjySgw+WYZ/HMy1H9OUPW+hgZIlPgmb+byU6Q/TliLqEvMyxdQKaq99suuEd7UuN0tiHAeGsSf7hpiFwTwQeAhtS+s9y8WC9WrFwhL7QtAWrG3T0ratUn2WuJsp7ar8ZwsOLLyeZaaAJ9e3Xufh+JTSG1+P5ex/V5VDuS+1hPxUxytS65RlxgFRTvETclKtjTCjmXZORzl4zxk9f0QcHZGVS6wDrLywctAZ8MpJwwRDduwzDM6TfEto1zSLFT957QVuL28o45zMQkHZrMOUjGO+jLeblJnjwJVYFYA962oQ2P0WF+TVUsXDTR757dCSmCvlJ4GEK1v16FhWxNzDUw/nDudyUcKHVzI7ypWzill+30P2HHxef59LsSf9fvhcpneFgiIr3Cgx/Bn3WBH8tZY8T/O90Pnqx+YxkDyRARnpjgeSJKIIycKT0Q6ayZW9roQFkjUyKlZ+9p4omKtb84MGHKM4UoIhaVlxppQ3BtqcCQIuC8FlAoFApvUg3utf0pJF1boGza19r3gkmzdSwJXsf1EgYAE3GtHmSxqqcyR7rtlBBMaYkaRJiVnMU+FE5ZfXiioRwAvitRlRSQisFAGiC9+J1i00zuFCoF0syC6QYrQcIcuPqh6ybM/T8rFEathRbEJlNyV1el+CKArqaovtYuzZdFHvUnFjTnPpsCRVpgRPKf6nAg3+K9jk6VX3fOmYeJne/wSm/Xw9Tjjnnx+AePoEwjgNSiV/cFOCXJZZ3L7UuWeN+SGYck/EZNZ9SaTLIyXee9hhTp9stiScnCcOctDqgRpXwfKRi/u8CHhdT1PYwpcKSbGEFw60qg+eELRvtwue0DQs1kt8E4g5MgwD2ScGUXKRRddx69Ztbt4QFk3LquvomqB9x4v70rvDOH1hLzRueeyp1jxje0u/U7RDuTVnVNDT+7oVq7eUPRUrpjwEKuuaL+QjlHCHAisfQhXMYl0ase845wgyG/tyRq8hgILuXRUEan0EH/DmcFXDxfrc+UJ8kDUU4yYrpAAzLaGyp1Ot+plFSxE05VvTPpjFKiY4CpNfXVZVGc1d/4fbwcK8uiDlcMeaKPukTcRq4OtoFlhtONUd4ApnFuzHhQsLPphAyrRjqVyZ5s4U+iqg8AAc1WMeQGm70glRP5KWVcWAq9+ZnXUCawUNyEw2ilReiuyZudPrTSAlMTgXQDCBAYy5L1IsR1XoYkBAGzp5kykYP77HY54BnBIGuYaUhVEcQ870SYgZ+gRjcrjQgGsRCTRpqoIITpW3ggHHsvWQG1L0tNlrG2Ya8A04DS6kbNUMWUGKZPOgejXSPdBSuPkLe6c+tOwgZmHfR5wkWhxtY3LBJo1zJSFYwwXiMtGak2mY0yqRiqfJZIpkGIdILzvEBZBM17S0lsqIWIvsqOOS8wTWD+Z4BQ2m2ynGjFQ5GJqAH8OBgVOSP8sKmav5kouSi7yyvA71RD86X5+4ycGPx37j0fU2rZmPPYOb5r7AAT9csb++5+U9ImOmxV29fE9xnD/I9tRgYOjHqtALV34WIeY4Je6lRIqlXj+qBS9QSodyzsTKmGVMXUU5Mj0QLX+zUpZczjkJHuXvcDrJimVt1uocURXyDVXK3ixny44PU/ldmL26bmGfBYvjdxydXMP7QMy5nsf7oJn97QKHo/GeNngaCw84b+GGA7exPOKtACbFUFzvFldE/ExPlMXD/AAToKj3Sq1nnsxNcMHcg9XVVoS5r/RvxeWYXbYyJalKfL6VhELngrqJXcaJCdpRLRcXlGZYhTdaduo9uTRSAQUKLhOcNaJxM0VRfs5hN4B5JChJoPVjEzyPrNkpbn2grWSKAZbD68czpXeg9Klehfn1CLPG0I9brAWQVkAw28mSG+1yJutZZkLRyZXjFkkzh0JXTikTaHvkaZRnfOW7j7NApuS68t1DYT09A70BJ9SyXgV1UMJdxR2uc7goO8sDkGS97dXtrN6noAoge1XqoklzanHbvDIgJr6Mm9L3KkmPKV6Kd0j/Lv0UxKzjlDND8gwJhuzpBaJ4RnHk0NAslqRuRWocLkWrYNCEQU8mSCJKZoxCL9AmofVC6xvaoPcSpFTRGIQ1qzgmkOwIaBnlxOFSa3RwrgFJGorJjiEmnKTaQwCyGQlmg7ts5dYWuDFLXK12p4W8PkwGA4rVxnFkt9njQsd6vaJtNdafciIlHa0QPITiiNXnp9UL84lkYIRpDOt8Clpt5MJYExe9K50Vp7Un4khZX3rp8zJD3aeukQo2pSpgfak8urpEii/tYCnXNXDw18G6+FgLXR5V1BMo/t7b484x8XL889ueGgw8PLswxruhZuSrUlfXrXoDLF4/Tu5ch8OHYJzZQrKyP6Gg2lnktFi/zhKqDLVKnlyqBwKpymVnxa22QCyW5byHJuAabw1FAiE0Rqvb0HYdbbeg61qarqVpWtpugfeard+1Lc57Fqsj2m5hLUt9ZeQKXheHKnK1GColcnnJlYnkpolTQgP1YVSmMIvFMin7OSHKIdycLLTiHj/Yz8xWb1SPbjq5KZvZcUXz+n31WmRTrvN97Jq9V270bMpWFBzksdRyq8DVDGWxSm+L59oxS4KXL8/MFvfMxlUlP4sXVnBj3AUYKCypYfnKY/IFWLq5pWrHmuv1mSCB+XPSZV1yF8rPYjF9Urj+eCFRgJ0crIf5j0NLbAIi+teTrmE+G9zB+7/wy4nNBnMflyRgufKd6dhZ1LqriZ1YlY3lboi31rmKZvAkXvtOZnQdJ8NLfOe9nuMER+2m5vEoP4Uml0k2t7Pz+NDhfEMWx74f2ffqSWwbWCw8TaNrJJWYso1H41twjhSFOEa1vsURs2MfBXFFGfkK1rWrnrbljmLWu/MaiPCBZr+g23e03qlSlynXxCNgDY+c5DrPvXMEp8nCnox3mcZB8IdGT04aBAjeMcqa+/0t7j+8TkxJAalvEQK7fsQqqglePW2LLrBoA85l8wbqfMizkCk4YtKSSUHDeY0vVUgWEhRPzMLOnrNvWtbrFV0bICvwCFYtFhoNcybL7aieHDfNlJQdzx3f40c+8yoY5wJSjI+izG0+27wqOUHF+5sNwZVz5AMv7syYmc/qun4fY0BUQ+xRcPBx2+/XQz8/61Of6+D3mfE4E1KPv55PDzA8NRi4e/cj+n6gH/rqBag0njYRqyFRQI1DCWtEY3VgoYDiATAUXzS7iCpTRYvUeFKxPOakHGpU+ep+qla+9dr23hHaRl9dS2jaiYgntErS07Y0bUfbKnGPb1qcVxARnJby4R3tYkVoO3zTkEuzm/KzxndLO1TTNRSkPgntAniKAjn4tyS+ea2LrmjCJrAK6zwb+ytegsfpg+JJkMPz2ijZwF2xEJ0DvJVXWWVEcf0VZeHQ3AdfsIEtbDxCQxRhFE/EhJXTMiZlMMyIsUc57f8KTtvDlrFW49JNStph3dUKjW0Bkr7OGYdHkpAKr4EJnmpNuIqY5o9nuv1qKkz3OP2lA1BJYsrTOwhbXH32V35WtVrgQFH2Nv4GUJzdc/USUQScMFfWZVyftM1xyuOsmh/9kef4iR+/wb2P7vLss8+y2+14/fXXD/YNIfDSSy8BjrOzMz772Zf4+m9/nSGOiPd8/xe/zKLp2F5s6NYtb771Bhe7C8RBQ+D9lfAjsuP2/jUYttyOv8qt5X2ykXSF4GkbT04jKY5qKYaGpl3ifMeYYLMbOL/YMY4jRyvH0bphuWjw3ilTaFLDxDlP1yxBAsOQ6fuROApJAn3yXO4T0Te4toPgcSGYpzJpYh6OiM7ZFBbgW3y7YLE+YrVes2wa2jwVUXrJeJLF/kckRSvP1feDTxrKzCNeEl1AAYWjkG4T4wiS6IJj4Cbvbj/HDxz/U8ZxQFzAh5bsPJebHTkJITi6IDQBjlYtx8tGr9rnCgaUh4VqUPTDyDBq74I2NOr+b1pT1A1ZAsOYeXC5ZbOLtIsVN27cZLUIuNRDHGtJs7YoD5rAnZL2ZBAmj5eD/bjgt9/7Pl0nWWqSoNj1aPgYVHh4NfRyyWsoOUKAM/6DPEnP6rUrrJ+PWj4zY2KmSGVadR+/XV0nT6doJxPl8Pff91bkPfN7PDQEDs/+6WxPDQbu33+o4QBrgDNPvJqznrnSzKKIvivW6vzeammNm4S/M8utqFgXghJegMWcGqPVbdW1HwKhCZWAp21bfAg0jb7v2wbXBPVOhGDIWH939hMwi6QBplr82sUrBLM47Zoopmzh+y7gRg7uMXPoytWv+FoVMLfoikegdlcrygErj1Kzmjn72+EEN+VX/rRa6UdCC06qm78ewaHxcxR8VRBRFZaNd2EsoZRvqTvToW1dEw1JtAtanwOtqMDNzkETwGVGIgklN8IFxDX60+5TDGiUkjspdcf2vMXK/DBwU+7PmwdCGg3xhJLY5CZrXgXXVct3Jjxmq6/GP8tHc6BAASNMQLh8Z37sCvrc7Hrnn1PnQRltRdAQsraUTUbCUsd8puT5WEBwJWnyymc/+YduEJpAt1jQtA3XF9evCB8liLm4uODmrVucn1/QtI3ev3nBrl27Bll4cPceN+6cEhp/9URmrR7mA+iyt2eRVfiXUrGcqaAxmhcRZom0YJV3Nlmy1sTjGnJqyNmTotXVI4xZQwB9ygxRj+3aQKBBROPwmovgyS5Au2CxOMJ3S5p2SbtY0i4XuGrlqqWvMZ1Scpxx1ixMK2EiSQaCE1yKuDwSyfgsuGzfQS12MjTeMeC5GB0PhgayWuGNaxCEhENcVgs9NDSNo7GKJS8gaMmeSGEOpFZN1EZNmIwJAfFWt5BLE6Q52CxetDLBtO2wc0KKmsipVVuzeV3Ad/2OJTdmS9os/FsCWHlkCC3e51lpqF6bNlRiquoyGeWs66h6BB25ts4un1N1Uk0+Rq/7SfrywPlX5uYT3AElvPC4bTazP0U7fX5Ndg3u6tkO//6Dbk8NBvbjUMtCrj4v9dK7qkBzsWJtS5Lx2U/Kyly3hRpXy/BC/buQ6jRlcjj9/KrSb9vGlLp+p7zvgiXSBQ1RiCn14v73/rCdrSBGqNEoEClsW85pmVAItca5CuwDVW5AwJmytF2KtTcZgb7mQsyTZ8qELwBjLuBtqutPc21SXnUhUi3g+p6fAFo5kBQze3bkqqd8qMJE59fh3ekg29MSKMF5rY5Qd2N2HdmtSL4hhYYcAiODiTMPJEbnSS7rs/YBFzpcaJlIEa6EM6xDXynHbIqQMK+U+BJW0ucbjJxpCq/Io8pQJiEi5dnMXeT2fKcWxwez/dAbINUmmb87f3LzKVCfq6tzopSlgZOZVygI3gdwYsmfn8wC+F4uzt/4rQf8xB+6rdZxTOx3lwTvOb11g4/ufgQo+D45OWHRdTzz7B0Abty4ScyR+2dnXFxcsGg69rs92+2Ok2vXeHDxcHowdh2FXOvgCYlQOArmY+Shjm+pGiI7y0lpag6BE4+koERCAtAyppaYNK4+RKGPmTHBKIEUApkG8S0iDSk3eN8QOk34Fe/BPAft8ojQLgiNegND01Z6cUcJe+X6U28y47Pm2khKIAudypIhKelXjlHL5rLVCLgRyZoEuUsLNqnhYexwkmmcpxGH5EgfNdeJ4AnS0OCJOTAmX4mJ1LWu86t4AZNoV0UpCtQ1ZAKOgODJPihXRA3dTYmFZW5mDECVl+YiMve+zUWKo5SZysy7W7oRFtrpySAqeSWFLdF7T/bF01gSvvW+ynw6DCUy+3QWgrAdp/CX/izEVfOk2oP1zBXAPT/Bx62pck0V9Fz5+BPq7CdFHyf75NOGAp+kmgAtc0lz4VoUSRGqRQDbhJoU+6SIQwjmqlflPjHqNdUdVWrwNfNVlXcoLv62rdz7IYTJHexdTQac6Wuz3EwR23lKAk0pO3OusGuFCQxY7+zJlT0pq5q3IOUcM8vFT4tRyuyYewHmSHgGTav8LHGxRybfhNWne5oWZQUvbn4OZtdps9UVQOAm7EC5DF39k3AWu5RpX03emV9aQOOoAfwS16qlRNsgXQDpSXlkdIK4RHIj2QuhadQSaBb4ZmHP29tzsrJVryxo2crCNC8j6HVYlnnNNhYtGZ0Z74cPsGIi3eHAGijvzoDWI9nS5RjzAShjN3sgdchn433wjGfXUoH+bBx9qfTIOv8lW/a3P5wTMzz2yPY0gueXfvk9Vsu7ODIffvAhIpnVasVms6EkbOWc+e53v1s9Bu+/9z5K/6NVQt/65ndosoOUOLu8T3SxPuHyzzyGO60bSx6uz5M6V509WxGpRSb68jg0nJSzR1wgJhiTJvxlp5bumKAftRJgSI4oQQFAaAm+098JeJMlXaueEd8EDR/4VkOCobEcIUcIBeDPPRRBb9IyPzW3CXUYeIdIa5THlmOQEtKkWkPvHEiO9sqkfkX0S3p/DJKVjTclJEGSjtZbHpQ05AgJvdc2lD4O+kCd03CCE31G2VnFjoA4T7JkRbGQq3hv3tupimFKWlXNlnPCZa9llTicb3QqmqwpFVp1vpfv2jTQiiVwxk455yKA0jAuMvUPMa+qlORP3VeYtXOerfUqGU22FVI4N2OqLXL+sQmBj1P0RbbXNfXxi2ryDtbJP/vux371ke3JQOBAaH3q29MzEHooBFa5ZLA6V7P0y8Jx3tOaBb/oOhbLJQuz2JtGrfm2NT79tgGmyoEw67ldk70oirwx935TLfeaUOgAr14AdbOXRTvpBk34CwTfaKOe2m3OFnclqzElrfVDM/eVHntqOGIzyBVE67Q5iCnmEkerrHgUdxxQv+8M1csBGp08+EWDuWkil3tmsihxZiHUlytIAWbK25m7ucy1A5d1GWSnwrokeYLUhMLiTdFJ6aefGRVUYYXvrF1VF6BtcIxI7okSgZHoG4QEoSM0Db5d4NoVGvtU0KV5BQYGEVz2THTDlj/gPEI0QWOegphrf4mcp/yKCfRoSaNUCsP5BJ8JjsfNf+aLWqbv2M+rlj8OnrCmHxE05SJ16Ewh1vk97e7mB/0DCgNBqbxD0PJdgQoE7JYADRWoQC/zJymtLc6sd4cTLbXNXqYKnnKNM1BpXvbKL+BMuWpY0YBgWTeiqyyUckB0jmlqoieLo0+OPjpGEaIIQ04MEcYMQkMKTq390OF8RwgdPnQ0zeIgV6jtWkJjMqUk8aIKUmVJ1PQZS0TVQTFFaWs3G7lPdhnxDmhqHxYxhr8yT7zJDTFgQBKCWxDGY8LRDYu1R3IeETeA70g+M3oNo/QxsY+ZbYCueEFthgQPTXYzThOTUWCcA1dtDkGMy0FhninkEga0kvFyvNCECbChVRXFVJ+mpD1DH+pcysqUpOHEkizoqPojiRCt9DwlKqeEPrPiSa6Hn1n1di1OfQ81vyaXSpXHlEHalHxkpRfgcQBoZx9/L60+Q+efBj/AJCIePW4NfX6K29OXFsZIypEk2uoyNKHG7ltrllN+rpadNtDpOgUCXUdjDXRUcZq1HwplLBVRKjAI1OQwU0LagKeZJlhVhDa5vbOKAs1qKwi+dt9zJRzRUIhpgitNUoog9lPZjcfSf+16g0fZwQ/Nmap3HVVQTPGzoErSFewqVakxP87sp7vyfvV8HHw+fa1Y7fUws1cRrpOi8bMd9SkCU8TBatvEvCNlsVQlZa8ChHTRKYrHBVxYqDUiwugco2vpfIcPC0QGxA2k3JMkkgg0NIhTIe0EdduGxjTGdJMW/dPrMcOl+gonvYxmJcsBMZGvT6zkSkhdszU8I4fr/hFAYMeexyKFKchU/q047HCUymDUYxWw5xwH1yL+8FsH53zMup8wxeNMm6fb6lSUR48gs38PPi0usaIEZHr+FQfULOIitMorV2sfMB6QqdGOgMW5xUoDvZbhSWYsFmUWUoZ9zOxjVqIgMqN4RhfIjXrzxAd809G0C5rQ6atp7WendODBERpXRYd34N2coCchkigUx7qGpkTmaq1SKmicAVVjSyyUysm+XwwBsfEWbZoU0orQLWnX1/QZWNdSJOJE+RExXoYYB2KKjJK1KVoStOdDwrlMSNB4aLxVfOAITr+bncOHbPJKrylJNgIjJTGq3l9hInezeVJLuQ/m5nx+zjxcxm1eGrWJlOclllNgDcgMOOSs74l1q6yNpvyVniqzaThX9BUIPOF1MLefqEivrrW5Ij78eyL2koIND4DK0+lqOfjx6CflWLO/ZnLvE7sdPmZ7ajAQGrXOW9fSWdy+dM9bLBYsivJfKADQ/tfW5MJc/3UrFrYlBs6GUtGcd2qJCxYuKEo1VEVe4vflu845LRmyOvRgnoYpPg+OiXBHj+HMXaaj6HFWjWBgwDqqOUPetbeCKRBXBUSxclyF3M6U6oEvVMCIfyl+A4o1VAHFDCApypk8IPY91YVXasnLgnRAUUZ2+NKyuCZgORNGxSNRZ5azUskyVocLQ12E5VOLC+qq1oUf1AUbc8KJsM+a8NT6BkQbE0kKJBlIOFL2pOzx2ZOdjnkTGjtvySY+jDfDjMHMkrGqNuKK0CrPrfobp9usx5P5yrJFV49Xn8KhUJmt32qhFCRwRViU881+zH6fgzIVLLnUh0thbbsi1K4cZzacT/z76jaT29Pf89+LTjflLlXj11V69Ubsu3piNYgLWCtapQDhOYKjKghccReDdjfU+TEKDBn6mHGjkuCInzwDowSSc2TXEdFwgAutVgY1Wi206JQivPVW9+/Uy6hhyQICxBrpoJUCBgycJASbZ9WcdgoGMHc73toeh3o/mhCbbZ47xppLVeSHlQ/LlLzsfIMLja5x1+AazUtwJCRFLZkWh8QRUgSSKW9lLRSJaH5OJuREl8fKbGj1OgQv+OTwvpQkakO1yER3nHKJ989YUqQsI/2lNJaqbvy5UcK0/sr3UtImVLhgYwt9PxIaCw/MKg1Ujs2NommizefifD67xyjgsj7nYMAVo+ITbo8DDx/33sfr6E8ATOq/h1+dy55Pa3tqMHB8sga03Gi5WNRWuprIp6+unWh3K3DBWfwnmyJXBU1x1ZveK5Oslg8aasYHCM2EyE25FytcH4ou1AI6nNNQRQEiVSHYRWlJY3E9QqkK8M7XrmTixJLTynncoSAuAr4oX+cmheCcHXPWyMU2X254prQrWHFzF6UBFAM/rgjYcivzJMOqLOfgxEBGcX1y2OCouNLsIdfR4uB69L1q9VGuuZpNlsXv2QyJX0v31V2cMz5lFuJZpkAbnIoaSSQZiRK19jkJITcsGHm1EX7alW6YaOVCpS2d3PAlHphn7aBzEdY2LhN4MiEhov7R2Xagtid9NVn+BfFT5s3VBaz/mBp/LLKfdp7mCwZi586CspMg5k7loEfHI9bXY8DF72erIOAxlz9d8vcSOBW1VoAziXGpL51vZc6hybUzRZJxWpJa6GrNIzDYq0+ONGSdF8EhLpDEkbxDfIOEDuc6TfZbdIRuSdN2BgZauqAx7yDWUtfi617z8jQq6AUkIxKVHDMUDgxbF1IS/wquN1e4axEa8w4EW+/JXN0QRUuh43yaSimPU6OkVDWJAS4MHOs0VvteWxQGfJOstFGTE8UYBjWOq97bTATZ43LE5YRPEY+z+1X5We47RhiNebGV0smwNGqeZoBkMRr5AlItibdY8NWDeTiRlEkSolUlZFFgtN/3hGYgBmsdXSpJDIyWUuICIkuL41L1MHkIJ20DEwfBfPY+iYTr091+HyDjYz+d1lQFBAeC69O9p6cGA6en1xX1e0fbqgegbbsryYCqcPKsNjQQHB4AANrBSURBVNS5EtsuC8eZL87XTPGpVMyUvYEFDTOpaBHc5CUwH97kNjK3vyUj1qxyIxpS5aKTplj4JcwwWXYlpBAs5g/ipSr2SQkWi14oXagmhe7s2koXMq2lLUJP9X+ZsCqBVcm7+py8AaSSTOdqMsCkDPQrk1Ivm8wBRY1/WrzNBmO+XBWs1AszAOBrt8QJDNiCzNO6qyEEB847/tz6s1ymxCiJJBHILHCsfcsihErhKo31npBEjCPOORZ+zVdvPMuNsKgnUA+EeYGymCdo8mRMGefJeOdFa77toRZErZ3VbNxlAkn1mc1+q7ZH8TLI/LOZp6E8l7ov07qcg3jTqAUsHDAQHiDLgjeMKU4Koc5VN+cVNMDhHBA5uLXDi3nCO4LNpQPvy8Gns4stmS6H55+QjYmumVIQs1rrc5U5E6aCNXUdaxnlaBTmRSGNAsm1RO9JogmVuBZCp6EA5zQvwGtegF90tKuOdrEktAtNOA6eQCLkTIOj9UaCZvPaeamKkWx9DJwAJZnZqateDHhiYYPgcEZ0JAS12o1J0JuXKJtl7pwmuGYcSLDnqB6F5ExB+8KuqqLwQNcp+iC7gG9KSTOkUSsS9ICi15kTkkeiNJAGiINSEUtSUiTR23NJ10aKwn4UJVwyX4LVS6Au+3wwE4rMnnKgdK4Ug6nMRQW1SuhUut4q35TKxjGBJCF7nfPzeadr/jA0hxmVKlevzNQyf68g5iKb63agTD/l7ery/JidirFR353J8WoYVlg9JT+WZTaJsU8PEDw1GLhx/aTSWmodf2sZ/Ur04wxJlhsoygfnNNZeYudu5m4/qGnXxVG58y2nwHktAVLFOEswNMU1d8UWsDA1zzCwYdSZVf7WeB8UpA9al6vl76qUazJUzb6fnVumWHZV3vP7EhOdcjghNVQxCc1pk5lnwX5WwGSmm5u+V70HYjkSlOWIhT8mkEP1LkyVEAg0QRflvMyzVGgEP7G0pZysU2ScWatTGaLzjltNw40sxKD01IjQNp4uBBoDJB60i1kQIDP6EYBFu+J6c2yVi3mWVWxjHjxxjNZu2ayEFJE0QlYXqA6DUc46b30o1CxxCEEyTRaSw2LRFiJCJaMgOGe1CZIm5TsDq272qggPpv0owtJAi5uDANuzHKvOKxOuNYPbYrvZkiNngKOuLqHM5Dr3H3VPzkHfFNtELBSH07p6KfPfFCOWMFoPZpa81+t1BLxY0muOxFzySDzOWYgnGSEPiRS3pLhDREvaSva9KkpNBkw4+uzYRdhFb1UAViNPIHYtuVVGQAktznfgm7r2QvC07YKuW9IsAs0i0LWWoNp4XUZZ50AQtbNL46LgHCFYu15L1HWtMyu6wfvO2gNHJIH3EecjuFg9BClrgyLt4toYKssgA55EK4LPjtaXbPhEtlbN4gIDZvQ7y19gpgRFLMdC162y8dkk9A7fLciUNZONSCiDdAgL0tgjIeKzsiR6ycp1kJQynpTICaKsCMEjbkk/osyJ2aOJkJ7BKb14SwMeskSdo1l5DUJJti7tw61KAXGaBJL0+Wa8cjqElmhgLpusC85raCJmxJc4vNi6FzSrIVq5IjofBQP7ZSHZHJ8E7yH4PwALT48KplLlJ+0xyYLDfR49z4EBV9Yth7vNo5pmtT6y3+Sh/XS2pwYD69Wy0lBq5r8BgRAo1nZ5+QMlXRT4lWzhasEW/gH7rlUklHJDH1pwpbEFdZ9iydaBrmbRdOwah2IWX3eW6T/7G4q+d8rrU0CLeQQURMz+s31dcRNXHmJzt1c/4nSOeQy7lI/Vjylf03uoVQMmlafpOwdZ5aILKLIjma4vFrsKNOujbsfUcs0CnELNrfAhaHMhs4bUKs8M48gw9Ixjb8RTyrxW+0oUrwqZGByp8RUkgHWTy9PaDM7hnQpqBWNBqwDGEee8qgpBE7FsfaeUySninNotWqJl0VmjiAZH8oFSWmHiUfcTFbh2KVaSXRaqggYsXn/oli/zxwhMZlbyIxF8KRZKsWDcNE/KgnbTvg61mMQA6Vwpl7a9HHgFpsngZvPiybHDuSCacg7mArF4qCq7G6ro/cE7s7u1ue0K3bjXvBDBEZMwjiM57glpz37vOXt4F7+7T4w3yQTGXPxqyhXgkmfMsB1hOzj2yTFkT5RA9g2+6aDKAE1SDc2CEFpLLHO0TWDZdSwXC0IDPghNmcNao4f3os72zASwXKP72TywpUNp661zRhNdcY2292YPxleYsWRVC1d5NwH1UuLmSJrA56fQZExC8ho2FTQc2Vq4orWS5hpW0YVkSdXWxVAx/Cyxjuolqx67QooUWg0lZAEx1tiUyHEkMZJL2mC7gODJoWE7Qj9G8yRo/lWbPDF5Oh8IRcwBQjRTy12ZMbOtlFzi8E4TO/Fe6atTIjdSI8NOlLUwSyL7bC2Zp3BNLdUsBpIUcFzuew7Sqc/j0e3JQODQu1ZAgDzms0ePNHlOZ0YDB5f02H3nWv7QG3Tly/PjfIpAAD5JAmFQ17f3meC1zl8tdm0OpDGoiS9gUkzWEnemjHBzl7+iyeqeLjwDwStLVWhwFQyU+Lerh4dipZSYcLHKps/qRCnAY/ZSD8H0nQPQUITvFTfTFJO2VWGldwU0wHSdVTjY92pCYz3eHJjo37laa2b1yxzQTK5q3cWAVCEzsvBACGFG5lRij7pP22iFRwmpeDf1jyhegoJGc040w2BhF8cwjnjLdM7Ga1/AiEdo2/Yg1p1NSOWkyjtLJiE0PhCChgIkZfa7HQ7PIiVCqyREItaxbkw1kbBYsgpoTKnMSJx8KIRRNhukJOOp9lVdVlSb5UyYEqei8VmJUrGm50h97h49WJCTgDpM9nuMFSLFZToBgYL9a2lnnbsyEw5uOo975Kjl8ij5usWl+0hFgqj1V0CCt+mWk53fTdUxOc8578VKDEsCWibnkX6MnG93XG42xH5LyD0Xl6d88OGH5PEB/XiNsQtsslYESfZIbsjOMYyZ3Sj0CaIEklNyoNAuaBZLlKESnAuEpqNbLFksl3TtQiuamkDXNnRtC95i/kk1kDglSWu8p7US3JSLF7HVMlUBatw9E8QbL38kMNIkIyRzTnNP0ohzLc5nkngCjgikFGsJcgkzlLwE74I627OFJBpvhkpm2TTsowKCrrFnLtn4FHRgPCoHNYxQwIxTUjSEIKJgpcw7p0x+Ieh6JFn/hKxETq5J+M7WVVRw4J3ofeREHHvz8Aht61mIYwF0WegCSqss6vUNZepbd0mdU8nmjKvzDee0gszywdIYcc0AbSKgnjmHVHCTspEVOV91TUVC5Zh6tuoZmEIKT7nN1vETQfXTHO4J+vpJ787DBI/1UUhZ90Uq/Fe/PTUYaJsW5yI5e5rQKB2mLVKdl5oRW9zM5eK995Tq9mJ9VjBQOAMowOCQcMjNEgKnEsOZIgdD30J2paTwirKvTOCT8qzHt33m/e8KYClejhLrKkco8fS592MKd6mQLh6Mg2suAMFNi2Oe5VpLcYpnQN+1i5IKtryfJ0pOoKpWThQg1fiq7ItCyFmfT2sZ1heXwtvv7EHEsou9OTdmyFrEWlML4+gZR8c4QoxG9OMAV3qsKRjKVk9csoNzghSL+9sSDH2mDUYgJAIMtM2OxXLFar0mtB04R8xKg5pK2rIpqXneAMWtnTPjXvjuex0fPDjhYr/mg7NTWBwRQ8f6IpB9IHqPtK60dYfkkKQ5KikG9n3Dbt9xcbnk4YOWtxeZPsHxWaLtojbKCZniCaqz3Tn6Xnj/g5Fvf2c/8zDVyTX9XS2aih8OPAMxJvp+VAGXM/3esrDKPOYxQqKa8TKtQZGDn8WzdO9e5o034mS9OB07Qb02qvdk6hhavD+2H+KI48h2u+Xi4pLzzSWbXc8QI6333DhZszvv2MdnOOtf5Hy4TZt3LNwJQ0qaTCcK5mK2MkJjpMQ1CAFSQxi0X0jwnqZt6EJLch1DasnSMEYjMhsCTeNwXrTpUUpo0atavg3qJChWqs6vxhLUooIBlDArOCFcws03X+XSDaaE62TBu2hKvoQhE1n2mhybLsyrBc6pO6yjZ//ybS5Xx5YoN1NoTuXexbDgYnfMg4sbxryX7fljMshAhqG8MprOwEHKuSaf5jIzZjJSw2VuVjJZ0KSGpFIeq0mas3afzdkSFZPg9tkaMEHrEo0TGi/60ymlchMcWZac98eI04TIJBqOEi9QcoAkIzmqt0abNWhehSgFd0uA3DC4KZxXqskKz0mJn19xtpk+msCvFAVV5cxk8B0of5l+PglMfHz2/pQTMxkiT9jzMWGCegkHnx2ChvmFFpn+aaKEpwYDvgl4USTLTHEVQpypBNAks0zx9LnlGgwMOAMGJc5UXNaaTT632mfIEit5oRjRRbk6vJ+eytwlXgRcPQSUb8+E9WRpFyBQyvFgKgECJgu8hD1Q99XBcJV1OLuHam27aTEXXOicqxwJzgXaqtSbSq2rCt/4DvwEigpjowtTwmFJGvTG46CMqNm4wrGGTR2//hsPkOw4PW2qsFcmMnMBF8HvAiKBlAKwIKYtw+jIObJYrPF4xjjQ+Ibd7lJbnkphG3Mgnpw82QhFYlLh5L1oxrJkchpxOdO0W5arLYvlmqZttdzKQjClBM05D6KlSqWqQlAPROwTm71jN7bEFNjHlm0fuNg5UkCTlTxIi8pjcSUJGwTiCP0A+96x3XuG3rHbOTZbwQWhHTOhyfgwL8icwMAwZPb7zMVlms2rQ89P0b+TpV/AQFnomZQifZ+qROj3CqY0taAIHDmY0xVnynSCRwWSjk0/ZHabwoUzzcUCMYQSn7bqmqztyvv9jt12w2ZzwW67YRh6chbapqVdLDg5OmW9WnO8XtG83+Caa+ziEduxI8QVnU+M2dWeAKVUWHNuGs0t8o3O/aYltC1t09F1LW3raZsZd75YjD6H2h5bIzm5EiQ5y22JQ8ZHX5OZxz5Uj5GThtJmyzt9Pv6jlju3v8pn/t3/FZv7H3By+wXe/8Z/yQdf/5ssO6Fr1Dq+/uWf5fT7/ywP3/gNFtfu8P6rv8vl+Tkv/MBPcv7gPqc3n+PB//fvs3ppxe9ePOC9775uqE8M5ChPv2sWhO6Yxeo2goKBlEWz/OO0bnKcqmJcHbNcS/0OFKHq+uplcia/isyrydgBnDfwYdU7KZgmMjSfLT/H5YzPg5YrulK2qJUN3glC4B+/+X38+Ev/iMYlJDlSzGg7do9L0OfEECM+eNq2JQKjNT8SWxPl2lMu8fPHyPGZZ2B643DCT/hYqp6er5q5F3nKu3myhn3SZxWEPHbNHVxJPe/0+yEgcAd/zY833//T9xU8PRjwAby1tC1Kuihip5n7pdEEDhVcJvy8JQSqC9fAgJtARFG+cy9AHSGKBWEuylzAsS2F6o4vrv7J+i4JfSVKCUzgwn4/zDQtlrzdB8Ur4OoI1Xh6hSTlq6KKSU2vmeJyJeBVyyLn56z37UvZpVZmNE1H07baTbGwH5akynotM3IPV/FSuZV6neo2Vu509QJoItef/OO3WS7baV+Hdl6bJdA5c6eq8o2IOIah5+LijBgHbtx4hpQSm805105u8ODBh1xePLSsb7vQnJDk1f0YHXF0xBRxWJwwC2mI5DgQ/EC3TKzWsFyt6RZBGeLajtLQyHmvrWdTYUyzhLvUM2wHmrgnb+7x5keeF5+9y2eeb3jxpROOr3XkkMkBaM3XCcpcOEZcytrXfT+w2e44O7/kndWCz38u8vyLmes3AotlS9MutKlVScxE6gzb7TN3zyM//NXl5KEqA1KnbYlJz4GAoyQyqmcgstuZtZEz+81ATqWuxVyp03DPlouJOykrpmDzuUWReett+MHvA+8nWKotw51lgOfqxo4xsd3t2Gw3XISHxPyQLl3gwsA17zlarTm9ccTp9VNOTq6xXh/RBs8/2/bc7Hbk9DZ3LweO/BsswiXZtURRMFBkg7MQY2MMpe1iwWKxYrlcslwsjbtEaIMqHgVGyhnQ+EZ5ULxa417MBVDq78msf/M66zvHLJZL2sWKi4cPOX/4gJSTPjVRH+K1G7cgDawXN/nJ//XPcuuPfYbzD3sW65Z7i3tcXnuPpd+wDJoHe/xjLYuvPMP2eYc/ajl7Yc3FWc/Ryx1ZXuDO86/wW2/8IusXW9buhG82O5rQEYKnaRxtpwyIl/2CNz5c8Ie/tDKmwExMmSEm+jExDsIwjPT9qLlbKSFW5peSgkf14kyNobKNewEJBz4lI2Hz1gjOW3gymQJOxaLOasWnOGioISeIPS4nAgkvEZcj5IgjkWRJlMTdbaZxiZB1nns8jZWc78bIdkxI0M6QGU+fMmOpJklJu556ObimogOLR+Bwu6qIbWe5uheloKvu+yTF/MgZPg4IzC32g/V4cObp+V8538E14J58rhlgedRr8Afbnh4MhIZg3TCKslQUr2GDUJsKFSVttoZ5ALxxBYi5ryZXvrnjXUnsmykRN7PgmYOHw5i/q+7ayWNQjjHhsTAJZgwIKD4GpCYQlus48ByIO/BEFABSSgspZ1JHCc6qJ7yVOpYmO764+Wfu/tJW2fuSsqV8B6FpDQy0ap3ZlVdaTjcDPjPQObnCxPadcj0aCxVg1kKN9RfmuwokwhQuKLGr6gVRb8RisUAks91e0radWltppOtW5Hym11rDKDrGwQsEzbZOeZYcJ9mqA9Q9uY+JNESG3Z7l+oij48wC0T73JYHUOYs9qmdB3Y9ulkxUbgaKb7TSEJu1XZKTKtAu3pzyOMt+RaiUBfi0yLxY3G4mecpskWKVHEoNV2cxs3NNtzLtI48ROOXep+MeAAHbQ71NU05H8V6U2ZxyZhgj4xg5v9xw/8EZDx6ccbG5JOZIt2i5fv06nzk95drxEevlkkXbaTZ/25Fx9GlkzMI+aw37II5BAi55CA0n/YLTXTcZBcHTNBOZ2aI3CvO2tfCYEQM5tUB9Xb8CRJMDms/g6vhY0qeDa4sb/NC/9WdpO8/y+k0uL8/5xf/DXyYNPTllvDjakyN+4n/853EOfvt/9J/zrf/wr/ADz5zSLFY4l7n54k9x88WXufjVv87269/AJWEcHnDn2Q/p372BpO+Q7+4JD0f8Z3rytwfe+Mav8IWf+Ql+5z/5f3H9pVd45u51los1i6VytDSDekHO9i1n5yueuWs5GxYeSlk04TAJMSbiOND3PX3fM/Y9KWr1zubIcXnNa36OczXMII6ZcWOlfrmUBVq5MFplQynJbppKPKRxDX0fsfyluNBmTDma4WDrVzJj7EgELuWIhoGQk1ZyOG99RoTd6NjkQAwL2tCRpSH5juRa+qTzLrpgHBJGUS5YSAe0quWQG6VIqdpcTFDGxvCopV7X8yPLdQrbPu1WFPLVTIW5x+HKmSc58hQABB4VH5/wEp96e/qcgW6B84GcVPCGmbValBnM4zmm6P1U74/D+tE7swbM/evKsr5qpRewoBNCccK8UsEUwkzJM/NYwHzMDTT4mUKvbnzMsi4i0d5gCjeUmnc1wu2z6jGYsGENe4SGRbtQq9bc/cWKLz0YatOmRp9lErHyPakgSfMDjJVMCsuhKvurXo1yOcVyLO5AgMIAGTykpLHgX/jFj/jRH7nJc88tqsUIYuEF3USy1jKjmb/Oe1KKhNAisiOOkXGIXG7O2e22eOety970VMS67jkfaOw+QtA2qIgSjqhlnmgskzsNA/sYSVF7xac40i1WapV7N3UmzKWNslNrB2eU0SYaCpgxB02uOFGoDXPKfkX5VldrWbz2LKY7mi32x6xMN3mTrsoDtUzE5to0dJRQ08yB4GbzmCcc7+AKZMqZmd6a5aXYXBarxFCQGBBU0ez7Pbv9wMXlhofnF1xsNlxebhlTom07bpze5PjkmJPrxxwfH7FednRBW/YEC2XpedBkNqfx3uQbktOSMsHhcubWpuPOj3yBz/7oD3LrzrM8/OgDfvef/grBORaLlq5taLvAF374D3Ht9DbvvfZ7fO4HfoQ3v/FrPPzwLUTgyz/5pzm6cYez999mdXKd17/2a+wf3kdrACeQ64LjxZ/8YU5feY62daTxghu3nuX2T93m7kd32VxukNwwtCNvv/M1vvxjf4wURz765q/yW3/zdb74M3+O48WrtF1k9aW/yHjz36f5ynv46Gj598i/8JfxH/T0cg0ZrpHzTd77ta/z5rcvuOzXrL8TGF/asjy+zrN//IdYr07olktdZ84h3jOewfI1Yf1DlX3nYGxL6+6cInGMxHFgHPS1O7tg+7X3uXfHs9/tGIaBGEdSHMmS6hwTEXzAYvvOaLut2gbQnAlv+NlyqbzOn4yr5Y0JT/IRcluNuzL/ZNDkz7i4DgzksceL8iIWmRBLjwnfspOGzSicDzBkT08gIlr2a9Vk3mvyJIXuWUq4DDP+bV3aXE+lX4mf8xE4SjaFXSqPXbv1s/ltfbz2lflvj6zRuaduvv/HHfPjvBMfeyl/oO0TJBAu8L6x/uJUZe+N3MeZ3zJLRtLscze5/tUtX7JD1bNQumfVfYuQd1SFWOL41e1eXa9QEnEm+7z6B6pQrCDDTddccxtm7huqR8HV36d+BYceCVf2n37U99TV39ItlywXK2vSFKpHQK9N70+z9A0MmLUeU9J5ZdfgrXlKjRUVS66e300XAShdy/ypFC+CPSvJ5Az7fWIYRmIMmtwn+j2fNBtaXfGRMY6kFGtGf8qZGEcVRjGSorpilV8gT8lWxZeNsazh8MU1X1yZKZNHyCnjUgYXjLgqV6snjSNxGFiujlis1yxysrCBR9K0AIN5S7y99Nya+V6eiZ8vVXOlUspPMeU5Y/0r1n2xJibl+uiqLAr8AAjMLfT5kBQ3/sydbxdQQYgzgFr2LQZNmfu1VNDVafEYi2SaCRP40DkYU2bfaxLg+cUF5xcb9n3Pvh8YR3U5d13L6fo616/f4Pr1GxwdH7NYdZpEmUeIIy5FFSQ5Vi+NsQoQcDRO2w0FgUVweCc8/0Ov8Ef/9X+Za8/f4ejkhO9+6xu8/u1fgRRxLpH9niSey8t3+PxP/hjHL1ynW6545fgn+cf/+TeQLLz52j/hx//sv0K6P3LnB77Mu+/9Lh/e/Y6OubOWO07olgve+Plf4frLiRe++AphsWK3+Taf/fGXeN7/GF//tb+NjJ7GtTQr4Vu/+Tfxt6FdtRzfajg6dSya28jZP2B8568RmvuEWwE/Zto04Ib3WK0Fdhe45pLIgNuNnNw6wu+PcUm49vILHH3lZbrlESEsCU1XGQpFnIavPorIHeV+8ObBKuAek1eulJvmrImSMbI/u+TiA+HaF66z3+3Y7/W1214w9HvGcdB+BjFO3jAc0ZXGRZPHzGVn3hdfJ0wqCtbmUzLZlQNAoHA6Oxz4RjkgFseIi9AMVgpY8iAy0iyUujw07HPD5Sg82EckOrIEsoMSEiznrA3fyqXaYiiJxGBVQzlXlkJ1OhZSuIrzywJ8jNJ/nAUuV/5+zKJ/yu3g3IeHfmSfYps88bz1SJ/e9glyBiz+7gxdmdQpwq8IO01MMUFslrtgbLBVwU8Kd8q4N5e6eRDqNlPQVy3yqvjlyv5zZV5+1w8nb4OfgIKb34v6zatH4CpImVP6lmMXmgE9vcZAlZmxIbQt3aJ4CLRWeG6tqSLX6wk+VOu/9PcGJi+GaF5CiQxMYRI3UwDTIiiL3Bn4KBawcoonUo4MQ89+z4zmc8KtKUViHBjH0eKRaVpwIjVRMzQBMYsCEcSrxeHN65KdswzqjPOOtrgsUyYSiW5C/ClPuQ2SM3kc2Y0jcRwZhoHl0DOsRxaLFY0BgtrBElNCTglMNDpQPATWIMrJ1FtBpqlWgYDIwT0Wt14RQFc5CJzlicyVbTnegcU0+2BKip17UOYXMp2TKqDmloWBlNnUd/NPZ6ChlvNaLLaUevZ94u69Cy4uzjUEcHHBvh9wzrFcrjg5ucaNG6dcP73Oyckxi8VKjQERskQkjuTYE9JII5muJKuKyQOBJifalPAZWoGl9xw3gTZ4lkEYHt7j+Isv8zu//F/wxR/9KVYirK6fcvbeW8Q0MjrHF//Cf49xt+Xiw3e58/KXuPzwfbpmxcW9D4nXtuzOH/KdX/8lbr74eW5/9kt87R/8HbLLxDwS04hzwvG1Y273L5H278HYMO53NETuPHvCe+++zrPPnTLuBReFD7/zy1zcf5fF+6/gb17QCfSv/kc0yz2BPeniDYLvoHkOiT2St7h8gZcdrc8aax+VHOt4GVivF/THgePrN1icXCMRSFk5GbJ3Bga05XIUzyitdWksZa8zAiympF7vAi4EmtCyPgm40xusXv5cBem73YbLi/vsNpdsN5dstxv63Z5oaykmbTiX56BSlCXRI+rpMW9o8jAUZkgxz5sHEevJ4L2BgIBky6Vp1XgMbUdjCyQlJTuSPOKaltA0jP2SYePYjOCyx9Ho/M4gUStoSllwkfcHa3LeEKuAAKSukVqx8wgIeFTJP8lb8DRehAMCxcM9rnxTZj/kY44/yZqr5ypWwf/fqgmUk1oO6/ZF7S6lwpiUqboLLXnJ4j0VKtTyOZt8lvUefFDGMFO6U234oYidqgTsnar8Z8LPQEhxHR8ozmqyURWpL98vx/YTJa+3sqLi4ZikrkARfPNyx5oDEUoVt5YzFqADEwQt9+emawmtkebESfFqKZ6ecwqRfK8RkwMrt1ihxRqPMTHGke1uy+XloMjdFEZ55upBSJX1zAevpCiguSKNJh+JaBvcZDH/FEdNzLJ7LC2HyVrKFnwBRHG6Wgc5JiRGba3rLBcgazxyyJkUE33f0+32rI9OWK2PWCxXlNIv5xyNXVdrc8mXsYSpF4OvhV3Voj6YFzJbiAfChUlBz810O8Y8haQKrEeHpRxgEiRMORnT31cV/WyOV3Bn+zjHXMjpnNG1Fax8M6bEfr9ns9nw8OE577znCf/sVfq+J4TA8fExL95+hpNr1zg+Pubo6Ij1akXTKUdFisLQ74mxcOGP+DQQnIZ2WiYyLZchjxE3OvxuTzMk1j5wulhyoxtoPMRX3+XX/x9/ld/+pb9Jt1zwnV/5L0jbDc9+/1e59+o3kDiSsvCrf+0/oO1aHr7/XW6+8Apn777J8c1nSJst9974Nr/0V/6PnH30Af/l//Uv4ZsFu4sLYgUDA84JPmRi7snS48OIp8e5SBN7rl1z5HidcZdQOv8G9ndJXgg+sV5kY9E8og3Xce0SXEceMzlscP4MEQUFjU+0oSeMDjcEvFvSNAPRr3QMxlGpipwjO+0OmB04AgllcUxiSbKikEBHPB8AWm8GiGfqMJiB7ANh0RAWCxZHK05vnBCHPf1+y367Zb/bsd1suLy4UPC370kxKZeHsU86EWUpFCUkppZGe2ISoihrY7L8nCHPeA8OlJeBBKf+Ic0ZQBMQcwQZCbJEmpawW+EXRzgJiIyIRGJUWRJiqjwX2TgSkFAVfy0xdtkYO2d8JGXJms4q5dVzJTxXL7+f5EFm697O8vh9Hvl3Ou7jZEVR9E8+r1z5+QffnhoMjDnNDB0xi1gVWKb8XkriJjBAaZBz4AlwlT3Lz8ICB0KwKqRp0LybYq1SkGJRwkxAYLLq3cwTUdDb7DtFr86TEqsbv7imLNu5uNnrwNsg1HubSqRwGquqnedmU0TzD6Zyn3JdQvm61xatllEuISvQds3s+qgWfrEiNTY/0QSrQkjqhi8JQ8U1bw0/hr6nH4T9vjRJcSBOcxway1VwJnyCp2n8FIf1mh1c/k4pMcbI0PcMvYNxmBasAE7IBBxlQZZMfFUiXbtgHBNx6ElpwMqPQYwkxSfyODLs9+ybLf1+x9CfcHx8jeV6jWs7cGh9eZ6gfoqROI5I0o53Gj5wGhrQNmqzEEo+mBdllMWeFyhTWtHESt/rK54rUqFa7mXMrwA3Z/Na955RBdfJVaXYzHNxuOgLL7wYEJi4F/QKclaegr7v2Ww2nD98yPn5Bdv9npSFvn+Wo+Nr3Hl2ydH6iJPjY66dnLBcLmmbVuPZ3k2WZNSsdQ80ZBoZaLO+mjSQ40A/DPT9yLDr2W22XHz0Ikfn97lNz4kXrgU4CQpkGoTd5UMevHEXMaa7jgVv/o1fZpVWIEvIwvajD8BlgndcvvM2C9cyvnfGQlqyg5R3rPM18t2eKHuOOSUxzX9xwjItQBq239hxPjwk0+PIjDHBHhabDtlFcp9wQ8uN89tcxjXN9ib5jSW7Dz2xbWnaI2hX4Ba6rvpL3L7F9R43HEFKjBH6viEOa6Lz0PXEu579qw8JckZ2Ddm1ZNciwZkXsoULD+8CJ8brUEGoKbjyn2TkhSXpyBL6TAslHGN1K5X1uSA0DcvFisXxKScpMu737DaXbC4v2Wwu2RlIGPo9KUZLDEymdKVSaXvvlKsBywMR8Bl8sBbmXnkaepcNxKQqJ7OtfyikZy3BNwgdQsNiueb42ilu0ZO2O8ZtTxhHIr56EEJpVlfdYQWVC9jzya6svazoKCgD6eTNm0BBkaFSlt205D92e0Q5u2m5FolxCOKnw5bLngp460GnWzo822P+msIbnyIOAD4BGKgK2umzLq7z4gU4oCL2k6AvCnVSmvZdq5cXawqk7FxpKjcq++NIybEZNMO9suxR4u7zPAJVlr4o8hnYqM/NrPBqZomBgdL8qNhh9rGV/1sGu0KROiHczGXvS3KfTk7nILQji71n3TcsF1p1MVUiFJf0ROlb7llrzNU9771j0SWatlUviiXoleSfEuvXzOPC1JdmgKAo/zxNfnsQZ5cD9x86XGNJRC4QgsaD2yYYIDBmSfH4XCxSqSChPFvJSlc69IF9Hxh7r8K4cgubokpTb4OYMjEKaQjkuGKI0PfCOOz02aPWj5apJnCl7/pI0yaW68TRcWR9FFlYQtbY99w/Fy52DfvYcL5rWG0CDzYeWk1a1bKrSB+TEls1WiktAuPg2e4aLvcNF/uWfgic7zPrjUM6WMZMaLMJP2VNK7kKAPte2Owy989TtRSqN0cmj4SOQ0Gjc2+P1Gcz9HaEnNhvteDaoOAk4GwCKl9DYtla+KfvudxsOHvwgLMHZ5yfn7Pve3wIXLt+g/XRMS9//g43blxXABACjVNhl1JSAJA1e137QpgXz0HjNFbejDvoL+m3F+wuHrK9OGdzecl2u2N7ueVit+SZywecLPYc+cyRS6zMlxhyxsURJyMOIThYXq651jzLnZ/8AtsHH7G+cYfXfvXvKRNeFi1VE+H6i69w64s/wHd/81f5TPcnGc9Hzt5/S0ub25YXf+DHePc7v83LP/yH+dY//UX275zRcZ3Lv9fwzm9uIQRt5LMd6D8MHH3lB5HtPdrlHTYf/C6+h3C2RLbXOfvFUzbrG7jr/zXc7jchXYLrkPZ5Xvy5Jfne1wiLP4x76/9DHu/hUsTnjE8BGS9IwxmxF9gG2v0G1yyp9P2hrVVGXRNoGmHRdbWRkKlSYukO6IT44ZZ0sSX8xDVL1FXjI6MsiKUc1JGJApgcDM2Czjm61TGr42ucnO7Z7zZsLy/ZXF6wPT+n3++Jw0AcB50DOdWqH4OtyjbonV6jExpXJOasHBkhSNIqLBE0vKiGkg+e4AJN8Jo42WoFydHRMb7tGPDKomzePukW2omyKeXT2RItilI9fKnxMVnV2YwyfwAAJi36eCX8eMfr43RvARMFAlzV0wWe1Tyg+XGeoMwn42HmLSzz4dCt8KkCgk9ER+zMsi4CLvhSEkdVyOrP9lUZ18Q/s54PLHDnppurLjNBSqa8KecHuxVvnT/DuhuUuKhpuLx4SM5q7RWNvD46oW079rstKSrPfQgNi+VKXe3Bs99tZxbbpPgpr/KpgHPJbknMDT0N7EF4oPpvJ29G8U607chyGVl0PaExdsb5wJqJOOELdY+PY2QcBwRoreIAAxFXW9vOrX5mMbQ6+2b2pQ6TjssbHyVknTi9qJ8SQmEGS7MyTurPeqgSLqozV88XUyRGtSRznOLUxcIv7HDZQhD6noPckkbHsHf0e2+Wib2Ke78sfzttaAba7pK2G+gWS7pO+RDeedvz9r1rPBiOeefyWXbtKZd+zdHDQM6ZYdwxRm2X2y2XdKulcRc44tiqt6R3XG6Ee5cLXu9aznPg6GGm7SK+6RUEl0SR2VwaR+G7d0f+2Xf2j1od8z8LGJg7Iur80vEtjaEkZ+Ig1Vpz9tzFWOdyVg/Idz9M/OgrW467Pbv9nsvLSy4uL9nv9/im5da165xev87NW8/w8OI6d+6sWSw7ndc5MRotbYqjjhHZGkGpdeqSkvmk1BP3G/L2nPHyjP78jM3D+wwXZwz7HeNoSaXSE9JAm0caEi2ZFk1e9SL4bG2DbT41Rx3f/3M/y3M/84Ns7n3AyTPP8+HZr3Pv9W/inKgbnMAP/zv/LucfvMNnbv0YX7jxJwg/6njvta9zfOc5ju88iw8N3/gPf54f/Jf/DM33Od7+tX/IFz/7F/mx/8VP0/n7hOufZbj8Nts3/ynDhz/NnT/zU6SxJ+17nPsRzn79/8Jr/96G5trrvPSvbjj94X+T89ef4/QzH8D+PSSccP9br3D9Z75KvjvS3PwqfP0bpDe+zthH6BuG3RH9fkV2x7BeMl735NsbmqWnWS5olkt81xHaBaFdsTj3LHzm6IdOTIlOimOUROFT9NfOGb97TtsuyJawmb0gzhttkoAB21gqBZwldnuPF4cLLe3S0zQdy8UR69UJm9UR++2WfrdTr9swMIwDQ4qMMZJjpCSzlkrkZqIztLmofRgUNCSUQHgW6c8ZREmStPLHE1DjsPEBmkbplZ23EIPHNcHeMz5JUTCJczUf4HGbFBklheryMYpzJr4eZ80/erw6VQ8X9Gysio64qk4O/340mHAgpg/efAIIecJ1/kG2pwYDTdNUr4x4c9bPLPK5m7ywCU483eXi5+77iRBF0aTagp4p5KBZ6Z7v+/x1fu5Hf5Q3Xv09FqsVt+88z3d+72tsNufVOgfHD/7wDxDjyJtvfIs4RIL3PPeZl7h+4zYPz+5x/fQWb3/3VbbbC72WK8Dk4BEbB/ZBcqMvGf0q/A/6DJR7qopd/27blvV6zXq9plssrMeDbnOrvbh9CwugJvbtiCkZ/XODozAJRkPs1GueAI6mHBRq4ZLrcEDzbPd0nB/ywz98xLPPKC2rk4Cjqa2gK7uhK16RMuRFKU/9IOrEzZqLEMeR0ZL+4jiQR1MwcSSl0UIYvsb3nEAeIvtdZnPZM+z1e2L92OvCF21kgrkcm0aTNFdHa46O1ngHr/KA0+3bfPDObb5y8hrP3rzNc89Ejk827PYj5+dbLrcDKXhu3LzDzTvP0C0XWl/fj+z2ey62G+49OONs0fDVlyIvvnST05sNi9WC0HT40FYCrTIfnHPs9pm4c/yJH7+G+ogmoABmtZSxsv/sDxUozvo3pMh+6K2xTGbYCZKCeoOSdowbh5F9v2O327Hb7Hlw1/HdNx+ybjdkgdA2rI+vcefZ5zg5Pub46Iij9ZpuccxqnWm6BamUjqYRYsSnUQllJNE6IbiEMBLHnnG/o99tGC7O2Jx9xO7hfcbNBXm/I/U73DjgJEER8j4pQ50kvGjXQJ+SYruk81dLRBXQtjfXtDePWJ3e5LVf+Xusb9ymSSs+c/EnkHXPuL2gW59w9nc/YnX9Bdx3HnD0r9wm9z2fufkTvP/W17nzwpd57z/7HW599zO89R/9CqfuJp+//yVoRvp3G979O/+E5//Cc7zz87/J8PCcZ/+Mel7Gu3t2b/Ycf+Ulzv/x5+k/epPh7IS3/8bLtLeW0D1DXrxMfPA6OY3ksde8hvPv4tefgds/zvja39aumaKejzZFYt6Shx392Y7Nm68jzZrF8U3WN56lOzqmW67pFkLqW7x4Ze2zhFqc5lKhKXjqRWwWSKv9GdQDmBhHGEPAh1b7GUiqijtjORxYxQ5iSbYtTdvRhCVtt+bo+IRx6Bn2Pfu9hg42uw2b/Zbdbkff98QxWs8GUSZCM2ScQHbqkm/Qhk2LoBTnDgMgAmRNjBRbv2SPxGAGQtbcrdDgmsZCfcUt6yp/wExAm/KdewaKiJg8A/VVW9jLgdxUcDK3xh/dHh+3l4Mfk5F0aB/pR1cs+vJZtQDnH7iDfeaehiLpC6iYJxB/GtvTVxMQZqQtqjyVPtjK7vwUIgguVK+AEg0VxDQBCIq1OdNi3txIE72ugoF7D0e+8Tuv8oVXPstr3/4G167fYL/fEprm4GHcvfse167f5OTaDc4e3EWAs7N7XD+9zcX5Gac37tAtlmy3lxMQmOUPOCO5v1pfDofupbmBXB6HIvBDtKqTIBOHgd4y6JtGY/9ZRLPpY7KOfJowqJDESvrMXTe6wYhXJiAxWeul8qH0e1AeA+UnYFL+B/er77XdluViwWrVKTBJkNOkoCpnhJspLfvp6lMoCy6b50C9MfUi9UBE8wpgz6RkASvAsKM3gW6xAHeNpmksL2BHHPS7zkCDs9CDpMQ4DgxbIe63jNslzsPu8oIcowmgzO5yy70P73L+8IL9fuDics+uH/HtktVqRT69jrShUjaLWDJlTKSo5Zdq6cpkZAgUKu4yVSooRuOqJclQ5s/NVnIJoT060ew4osJba8sz+36g3+8tJ0NLx/pe/x7jiBth6I9Zr1uunZzSLBYKkI6POT5as1ws6JpgmeoByZFx6BGJyhOfI0ESTdbEQOKAxJ40boj7DcN2w35zwbC9oL98yPbsAfvLc1Lf43XiaGdqNyvD9SV/RUFvTDCKaL+J0oTGHCwue7ZvPuS3/zd/mwc//B4Xuwd8+9d/ifSbLV/4sT/B6osn3Hvtt7n18vdx77WvQ9xy9uY3+OZ/8Dfpr51z/fRlZC08uPcG6+UJP/Qv/izv/+O/w+mdF1kvv8jzX/4yx1+6QbP+1+lu7ZHLN7j5h17h9f/T36F//z4nX3qWs3/4AWF8nc/9m3+UD//WBePWMVwseeM/+i26Z045v/5r3PoXThgvPuD8d19l/fk3SO/9Es2H38ARGAdP7BW4pX3Cx0wj2j64SZnh4X3O9x+R24/oTu7jFyt8q0yLfb7G/Ytb3Lt7QbdY4UOHb1rt2uhDrTqYeAGcdosUT9NGQgjWJMyTslKFiwt4cVNPEEOnCXXv450aAN7RLAK+XdIsRhbrI9Zjz6rfc7Tfsd1t2O92jMNgZb57xr5nHEdlLC00xSIEMxpaI4cCrDWxhRhFFXsW0YThMWhXxZQQpx7odrnAN62CjK7F1Rw0MaAjKBW1Lhgxb3LNOJNJJpGVTlm8my3c2VZA+OESfOw27SOHf1c7srgIZoalTG8ffm+WryCTV+EA1BTZOjt/udby2acJB54aDEw+TP1VgYCWz3mv7p2pBn+eIzDF9Mtxpo8mtVqs1zCzXnX2OHUrhoZ33nqNrlvw3ttv4Jzj+c98jrt336vudID9fsvF5RmnN29z/vABxyenbHeXhKbl3kfva2jhAATMlFwx0oq1Z8K9KkKRA+GviR9iaHAiBSpsyd57nAgxDtArsm9CC84ZNW+esnktlq6XJFSKOgHJQjKLq22UsrUk782TMUPlMvDGdDh5TVxdC5M/poRc2rbVWHHUcFyJ6WuPAR30MiZ1PdX8iQIasGYkKLALgbY8WdFypVGSgg1nbkMTFs4WQ3bg25aVXVPoWth4omRi1jKjkEV7vwsWYhg1cXHY0e83QGJ7eU4aBx2fmNhdbhj7gewcKcI4JsYM3SqTY6/lTrFkMBcFpkBjHAd2u20lg5rCWlRfVi6JhzPI9MhWPUpA5c+zZVUExtyiEBj70WrG9zw8O+Py8pLdZmtAYEdKCR8ci27ByeKYo+MTnn1myYvPL2lXK7rVgq7r9DwpImNkTKPyRAyJtEt4n41fPtGkER/3yH5D3J0zbM4ZLs8Yt+eMu0uG3YY87En9Hrff0w49jRTndEYIB4JKTOmPWYgCQ4KhgAERstP+FNq73kGAxU8fI1547s9/P89+6Ss883Of5ZmXvo/udAn/6Ld56Uc/ywvxRcaLu7z8b/9P2P1O5PXX/yrv/PI3+Mn/7f+Mm698kaZbkzeRz/wZz/61/4Tubw24zbcYX/27HH3lfwBp4LP/7edI/AjHX/iPiZu/w+af3eTW5z/HyRf/p8jmOyyfa4hvgutgGD9i+0//Phdc4+LbDxDusHmjZ//ORzj3IhAhjeTxp0hDIo5CHgNZWjKnyP0d4a27nA4fcTSO5i0Klvypsm/Mp+zHV7j3j79lIShXZaBzDlYNHDU0Y0feefavdhz/N/8i7vptA6Xe2E5VfmRnPThEu4ImlLtDE43Vis+Z2g649HZxriEsAmGxpDs6YZ1Gjvu9hn+GnmEY2G8u2F5esttuGHd7Yh7qei6Rg+C0GkHlYTaPbyXTJklmzBkvSXsemPvfNw2Llddry0LqOppWc630qjXE6CRo46lqfgtIyaOy1sezhGoKJfMjJrqr/5b+B0+qCDhYzrN/P3b3uQeg7DoXIsWYBPVSmLYvMjVfuV6RyTPwvU79SbenBgNq4WcTWqVDYYufcedPeMEE48x6rZJu5o8paunQSp/K+NT4crz1wY53P/oOX/7MxOXvm4b79z5kHId6zLt336tK+MGDj3DO8eHdd6aT2bl8CDOeAbPpSoLHDAjMmxbN+QVEbKLN7mUCQnrNrngSzCrWuG7ChQFgyuov/PRSkjItc7e2H6aGBEJoWCwWtG1jJEb+8NwlubIKmbmLujyEeQbtlLTonFPuEBwxKiNdzlmtDJl1RawAbmYVF21W3IbovdDoHAhgzIJaJpjzqLvmyQuThNo90jtH6BYsvKsJps574n5P6gdSygRRYSHGf+ASJEmMaWDc78njaOMEKWZy7msSE6JkOE7bFJLjQIwNaYxK15oyOY70/Y5xHNjvduRSKmnNgrSDm4qQ2jiHEgYQYApteByulGROaGpqflU9TiVB0+GysL244N333+P+vXtstlvGWX34YrHg5NqSo6Mjrp1c42R1zGXbcnq7YX3Nk4MjexjySBoHZBjxKdEgeANVizTSkJVbPu5JuwuG7TnDxRn9xQP6ywfE3QaJg3oO0kBICW+VRaFpbQ5nckykPM9p0WY3SaxznWgBchK0QyFoz/oaAtL5+5U//md48Ud/FG4nbr/8Jd78jT3NUU//4de5fdrTxTdoj27in/1+utPPc+/u23z+xk+Qf2jH6YufIQQIYc32zQ+59pUvsGr+KJtff4dw+gWaNcj+DL/+PO3is5Du0GXHOg4ENqx+8l+F5W3GD34P0sjJl5/nmX/pLxD7t3nv/77l7LfucfnB52iOjgnLFQ++viGs1oTFEQ+//RusnvksYbFm9+FbLG+/wObtb3P8ue8nfviryHtC0/0AX/4f/jnkZsvSe95881u8+it/C+8Cm7wkDsfk9R/jpc9/kTdee4vbz97Be8f7793HdS9z/Od/kB/80ivc/eiM2/4h/bUX+OD+GbmPtay39GRwNi/FTcyuZW6JU/mVMAWaSzOCEmIsnVEdTWg1x6BdaCfDNDIeHXO5esjl+UM2zTn9ZsMA2ijKcstK7oAT4x4Uh3NSAYG3ud46R/D6ymZU0TQqh7JAq9UEzhK4i/GlLadn+VfFo1tYFfP0e/USVGPocJvseGEiOvpe26Owf1LSM6ggV0MEV7S4m4whsV8mzCLVa1Au8onGxqewfYLeBMFiPphLegoF1Ac4v0HV8rPPpCrLGnO2fYtiKVz5ZZsrqsJJX7oaSs7s91tVyCK1t8DjHtYhJavnYLDsc8zFr9NhbqKVS3TV+q8T6srEyilPKM+BywaEwFx1FmszN37bqldl3rsghImAKATlSBjHaOx+Du+1fbR+N1SLHxsXV9xpdv3FnT3fnJX5VJdTBS6qyUt1JKIlaiKRZJaH5hFYXf+VsdYzztn7JsGkFMnFGyBlT/2ZsW5pdi/W5CobKFifOLquo99u2V1cMGx3pGE0F2A5hwqAko9QLW8BSYmcNMlKn4ldUU5KoENCybSS9UcYibHXXIek/OvBKaNe4b73RfFL6UNl3haMtEVytZAdToO2UhI/y4MHcl0C1pWy8FpAiiPjXku+1qsl3Y1TmkbJq5arFYvlkm6xoGs7Gh8IC8F3nhwSo0QkiYGmkUCkQ+iAxiUWWWj7h+RxQ7+9YH95zu7ijHHzkLy7RIYNjDvIWdvYSsaZS9hnCChdrPPFQxM1X6AmhVppWlnpNk9c0BJh7SMgRm+u8yenyO/9g7/J9jsfcvqnbtKEgXT+HssbP0T/+l/l5JnPwbf+d4Sv/Hdprr+EnH2Dxc1rrN01HnxjJH77P+Pox/410u4DZDiDeI9wfBu5+Gu0y/8n7/2V6/g7Hsc/RS6+Q1rcZvvNOzSrf4P03m9w9o2/jX/hjP7932X5uS8Qtyf079+Dcc/+u2+yfGHgpX/rBdrjIxwDqQc236B99kc4/8ZrLF64QXfjDv3ZbZr1knv/7D7P/MQx7/5C4rM/929w8tUfZPnMS/Sxp8lC801IN/4JN178IT7aCy/Gz7C7fJP+i8/R736L/qd/hs+9/Dxnv/F1bruXeWsf+PAysk0NYfDcfO6Y9nyPXwe23rPd9HiXqInPRnfszJr0hsylhAiySruMNqdy4hS8JUxOFWniwbfKOSEdTdPN5FDLpm3ZXl4qD4V1uWwaLSMu89xRepGUVsqeNni64Gm9/p5K/pT1RRBxxtFyhd+lyPSJXdhETa4hEUTwkhAJBgSmXgZz7+gEBKhlup+Gyq3li7N/r36mv9svB6cuxpX+Xq50ktrTJX6a4OATdS0UcTgvZilrTN/0aLU2Xf1vuoHq2mBmeRdgYL8fdgPUTZgPWvE0YK5Vq1+lXMD0+1X0d7WcpByd4qN1j3ukYobuZOGXYz1mVwRRHvCC4MyadeapKELRO0fbNHSLBU3b1frZUstfej4UqmKAEDQRL8VkyfUCGE2yIf2pnh+menc3m+kw/Tl5BDB3bpaJ79s7oQk6igl3ULKINLhGlHHMTfdeFnqWVLuqMfs9j4OR1ighUcqaSFQWv3YgnCcm2sG9p1ksLATiKZn2fU7EPqpCzlJbqCroLEM6Abz5nEomBCvDYhxocofkkZwsmz5HnFOOh+CYgI1ofNRlE6NGgOWK5WN34SXac0vaAVByja9WytQsuDStC+V30ATOlJTV78a1E5aLltA22sWx6xQwNK3NnWDVJEoJraA4WcleJiC0PtG4RJtG/DAguw3psmH/3ncZdmfsLs/ZbS7oNxeaCJh6Gok0Tuv/A+CLBZkFEU82chwzacz6M2sspYmboXp/FAh6Jzg/MdzlhMZzHZAzH/zeb7D5rTdJ3/4az7+05sWbn6FZ/wjP/uFTGt4gLy6Q7/z7pG/+ZdzY8OAXv487P/Qaw9e+wOqj3+bh7/wlsjScfesVjlyGlYBL3P7p1/Bjg0uvI6NDxoF4/g/Iv/dZjtvfId3ZEONbjPe/pqDGvc/xF3+a9sb3Ixff5OZPrXnlf/7nWb9yqtntAHFD/ugf4258lWf+6Askv6K7/TPgG9J+y9FXv8CN7/sXuPlHf5Zxfclw9x7rOyu6BXTL69z8zJf4wZ/9d3j+h/4kl2cP+b2/9dfZ73d89LVfxj18l/HNrzG6D/mZf/FPMbx3ye71r/HO3/h/IyN85d/+77NaNXwYVtx+9iYPTo7ZXY44NxJcJAQlMFPvoczWgKvirngRxcZi6hVi8sQ7IzsDpOQdKaBrFyuOnNNwZbBS8W0gbVTuhbYl4AysS7XUSw965zLBa4lh4x1dCCSyUh87rRpwTj2SwReDKlunRm/zcGZV40z+lHDA1HeBKv9nwlDkiscEe6/Iale9nI/fij544g71mI/b7wAElL+vnKxcYdm1VHFMGvFjTv772D5RmKA+dlfMx2IN6r/qWp+9N7vj4gUo91xAgLPa+dqNbvZ09OtzCl31CBQLPYMKIvU84SzmUu36KwNxkAgnMM/2m6zc2ecilt2tFr27AhrmAzUpRT1ubZ9sHoUS3mibhuVKW7O27UJDFjaRVVg29j1zy+OR4JDGIdJbk5JMEzJahVME8nT+Mu3NrwJG9VuR9LxuKevnpbmPdZDQfALnSD7XsIHEpLF7yYhPBgJtbKy0SPsJaC+Dwl6YYyRHpYeNKZJT1Ni8CYcsJaFMtfj2Abz9T5KCjhojc0haEIfrDPsF/W7L0A+meBJeEsG8DtvNMRcXpyw/uMNu+5Uq/MS5GofLqCv0o7NTxneO6ZZLUu60vjol9sMR+fKIa7tb7O4d8c5ZYHN9ZLHs8UHwXpM6S/voco79mHnv1R2/txm0rWxWUFDKQTE3enGDlEpQBTATNwbOLCVOAWHIiQFXK3Qywgt/RCBY6E4EJ5kgoqRAQZlBg0TaFPH7Hen8kv3ZQ7YPPuT8gxvc7X6H1F8Qh31tCOWtNW0gq4UJU2gjZ1KGaDkApQKGEv5J031qVEWqR0zXonpwtD8JZkxo9yjnDDj4HmTP0WrPnRstt08HwsPfo+1fJac9krYwRty4IcQWP5wT+jO4PMNtHkAccH5NSD1y+W3zCP0QrruGDwukd6S+RyQTlh/wzB/eQp/JC53nfrwgAbs33ySevY/73V/AnS65+O4XefUv/QY//H/+UzTXjklnZ4TuEj730+S4JQ0BSQ9xiy1h9SJu4elOnydcP2a1OsYNAWRFjiMXF69ycuPzuK4lpoea9+LWpB/4OV5cv82+T5zdveQf/KM3ycffzwvXX4RXP+T5n/pvMLzyx2m3iXjxgAfvv85HZzd47pkbPPfTP4hbN4zDhrfffI1htyO06l0sAldDpFMV1FQYi8kcqbq7eBSLOtLKBSP3ToDzNF2H90daCm6h25hHLRVsOhrncbWsWKrHqMpjVMEF8wwEIJqvIuNIzoExtypWtD4jIpoYWWQ0IOKmyqzilTIDpXqnmObkZCJMOqf+XTwExTh/ZKsa5rGf1k+eYEAeeA0eAQGPwo/HAZJP0yNQtqcGA1nm6NKupgxENi1jE6yS/IiAuTyL9Vu/7kqC22Fb4qKEtaZUXbop6rSNcUKz5XzqBqto4GAAD2Pn8wTHCfVJ9TaUvgP1y1r/DpOiZfJoiO3jSohCyjEMGRsZUwkvlJmvTH6hcgdULgbxM4t4loiJ5goUd362RMNhjBZWsIlcJ9xsnGp8nwPvSCWCKqWTlvnuHDV3AuxZ+wBYQl1MpDgwjlPIpFAYp5Q0BpyU9EZj+UXhW7WEoo+Jano+nUoYxjmOrq/56Z97kd14H+89i8WS9955jTREJHnSENhvG57/7PexWB7x6td/nbtvvU5L5oXPf4nu6BXef+sNvhKe463f+E225w90/pgiU++Bh7aleeY26+f3HF07Nn2XFQyMiXC+IT1Y0B19wPKFllufWXPr1gltu9T+E1byqeGATMyRi83AtZS4/SOZmEZSGhQUzSwVEVH2Q7OeJU1x9upDcx6CVle0iw6wmKrXkN13fzHjIjr+zqkHQLQfwEISjkSKe8btJf35Q+KDM/p7D+jvnzFsH7B9+Arb1fu4tANJ1ZWs4M7yMFDPQLb8iJyFMQpDMjBQDAAbZ01tMde0t2ds82wSuDoHREqfemfeM12/3guhEa6dNtx+Zsl6IYyXOzIPzfOWlZcfD1GfnQwJopC2mgTLIuD9kiackBtwzZq8uIVjpax06SGpjzSu5+ilD2EfYYRxBL8HLh3D2RppPGkcSOuWcXube7/wu+y+8SpHL36ed//TM17673wZ0gX58nVy3BJzZnP22+w/+HXuv/t7vPW//3WO/7Wv4l+7xckfWTD8w+9w6w/91/nA/11iErav/y6u3/HgW/+QW1/903zpMz9A1z1H0634dn6DGL/Gd7/7Nm/9xj/ihcsT3vv883z+9h1+/OUbfOf/9r/kzWf+W7zTb7l5esL1G9d4+813+ezLd9hfDgzDDt86QmENtVyk0ISp4qjKMjMIzAABBQXgDmiAPVKZXwvZkQ8Ni+XSpqxnGHbKftg2BPPSkZ0mF0uogKAkKRdPXuM1RCGWX+KkhDxNzyQFFM6LzifTE0WjSvmJybl5n4KZ7Ct0xI/z8Cr+uRrjf9z2dBb5oUHMdI0zr8BkQJY3Dg3YKYQ9O06507mz41PYnh4MzJPdMAtrboUDxcXkSgmcm9qmBl/yAWbKvGzmIymordBvqtHkNXs0O1ISZSKwY+pEsoYzrlyfTEq/nmeWzOhnF838V5ldm73ry7VdgW+zEIfMAEEp3/NV8Ok/ZhQh7rCcMITC6mbKGFefMeJMYU69x0HDNSkrQ9xehKZpD8iByr24KWZQx8bBxNBYaCHKndnFalLXRAhUzqUkJKNSJJtFqCGLpO5wSRWRU+KDSLUKNOGynGsKGxVA571U87pZNNx4fk23G7l+epOzBx/hjxzSOkiOsOwIa89mf5fbL91heb2lOwvkfiSHgWc+/xJvvvE1/tAf+xk+eHXB2cVO52vwZG9u0cbRrQLdkSMsEq4ZDdRpGCA0wgpPM3i6dWY/nnG+vcvquON0FayVMohL5BzVK8JIciPZDUgjOB8JwXgS7BlViyMrX0LOGZdEww5Z20TXTOLk6YcNowRCp4lUXdvRtkIboE3QZrHGTCMLRtqxx19u2W0fcnl+n8sH9xgfPkQuLuFyS95syWlD7p8j77cEN1bJ48wiUvzmcFZOLE7bD4O6b5NVA5SE4kooVddamV9TuatzZV5OwFzjzsozgItWZphpWsfJ9ZZrNxqt1fcCfq8KJXRI02pnTZ/MC1d9YLpWEuQUcLLEuRbCESyfBXdC9olxcKS0BbYEsmXSe3wOdMmTIjQpsN8sGAZPP0TiJiH9noffeh8537B/d8X221mz8kWT3fo4sN1/wNnDj/jogzcYHlyw/52vc7z5LIvNgv35e7z3nV/g4embpHFDurhLvrhkd/fv8ObvfZN7t/48f/xPfI62O2IZIqenGxaLyLuvf4vdN1e8ejHw/E8d895bcO+1bxJvOPq9Y7+NyHbg/oc7XngBgl9x+fABEhJN4wmNuvt942gajeeXviJTVVVhkzXKX5NFUmSBNSlzFuopuTE4R9N26nVzsNxbD5NFh0tCHgFj6dRQhCabZmMsDL7kkWElplqREIrnwuZQFVLV7U8FA4KuHczj5pwRFOVMMOCRisFajKWZW/eQkdAXCcqj2+M070yzP/Kdq0BgtrkrR3vk0FLvzxTcdP0mP4ox/mltnwwMgCksbWvpZZ5JPQEFmIhqqE18ZvdTjinmgnSCd7l6GbIpVynH0APPtsk6F/t+6R6HTIP7OEAw3+bDeHB0N93RFFcq702ehWkfqkek5pVXl7wOnBgKdDExDiNDM9bmRRW9liYa4hCSkWfZ8zCk64NWdWSrsc8514TCg3t0JXVzSoecHB/ZQuDJupwVz4G5tdOo4Yhov1sr4RhTdXmre9vKfWalO64I/ApCmE3qgoQnfgEpIG02JnGf+ej9e9x49oS+33N0ckrTLei6FfvLS4RIcA3ro+NK0vTc577Ah999g3Z5RLdaQ9tx/3IBL/xL/OZv/jLgrPKlwQdtitWMHcthweJep50XXb1MneNZ2PVLvuFX5Oxov+04Wl9y7XpD2y6qd6RQsYpkxpS5e5b5+b9Xb1ifU7ZsgjIxbK3nmjWpJ53i8rroY1aQEVohtJm2EbpGePCtwK0x0bRWlZAHXr+bWPstS7lkt71ku+kZdh4ZjwhpRUiCz+r+f233WfIDh3MlxlrWp6vnntbLtI5S0jLYsnaKd6gA8/kiS0PHO/FlztJtdmnFy8tXzQugFmgTWnzjlOTeQfBA0DyHxQoWS8HvRwXfwaw5p90RyB4Zk3pKWvDB0Sw80WkflRQTaQSXG5zr8M0prrmBkMjtFmk/UmUXyzz1+NzSpkCMjvXpOfu3n2G4v2T7YGDcOPwoPPjmBfKwo/8QLr95l+y0Y+eYEtv9nofn5zy8eMB+s6cZPcdyzOlPCMuV4zL2bM7usm32nB5fY/BbLvpLmpxI44bvfPBrNP1/yumd52neu8dnv/hHeHh+n0U7EtwCnwd+9e9+jW9cJl7Z3Ofdb73Jw6Pr/P2f/21uvP42l195jre+/RY5X5KkR9xIaBxN62haaBpoWk/bFu9kqGNBKOWMwfKWQvVGlvI8dblnCgV3CctpvktLuxAdsxDolitkFG3AlEvuiQUhPVY5bflnxi2Ui4wyT0HIgDXbwrkqJ0nGojSz8AW0nEHrJVUmZQPd2eiQ63Qu+qHkB0zzXBXsTO9c2SalXo5x8CmP/Wt+jXaaR457ePCZILL9Dz6zkMsc0XwK2ycCAwXCSZVkUpH51IxIGaNKTr5kZadyBxa7gR3E4rhXhqTsY72BS8mcnwELmD1AkVnN7tXjPOqJOCDTOfjCVQBhIKCGIaivOVyYaeDiLpjQZ3XnqL8gJ0+MkTGOhNioyw5zE6cZPCm6pEhlp01BPB7vGpIrvAbqFXGuuIyh0iWXK7SwSwEUpRti3+/ZbISLC22dnHIiJu19nsZorv9sVv8U+y3KQyFQLheKq7+XsakP/MC3MvcQ6bSZShZFhLvvDFx297ns37cmKPrMbt24w7DdkkUX8X6/5Z3vvsrxteuQhePTG5yd3efVn//rvP3d1/nWN3+HOAz86EtbFosF66M166MTlusj2oXDNyOhzYSmV1dqcPhGXZ/OGdFJ3hCTsN8nxrGn6yK3b7ccrTXnAMm0weKtotZIytGSBRNX65ytbx2lLKq2jhbLS0lSKyRySvTjwJgjrvUQPN1iwdH6iA/jNb74M55Fl4nbHbt79/iVMbHs32E5vsPWnzG0lyQ/0IrQitAkoclCCNAMmZ+6/Vs4Z4mOIjV3R7IreV6zOmedk0o3rZwLzhmLps2TEDTptZS8lrVWPEWFRrkAweB9LUUTn/V5en0O+Ij4aPIECOpBkGSew5RxTdKciSbjGqFdeWJyjIMyXY77Hc2qUa57aUAagnN0TUv0LZqzYMBHvAK26EnJ4xcD68+9Qe/ukNIlufscvr/J4pUPufYFz3i348YfTuA7xgyb7Z7d2QPig3v4fsd1ScTveD7zp1ralTBs92w359zPibjacfvGHZJfEQcFWO3S0XghDg85u9/zHJ718Z5hl7l16hlCZNVscckT9xrD315csGOPxMjqfMfFwx0bt8exB3bgdwQDAM3C0XWetnNEAwNjY+78psEZUZj3QT0vPszGrwymzWOUx6DU9hcvpHeBtu3w3tMtlsoj4YI2PzJiIbUhjJRLctX+zjhZnFfAmp03Zvt5EuMETJyJmuq5dUYUVnJ0RBsllTZxuXoGME/UVUU6WXfVdf/EbdIPh+Dgcd6E+TqY/X14mCsCs9yrvXflcg6q2T5F18DTkw7NFKWY0M6irt/gvFnx9oBNkpQqAuexPti2S1HSYEDCz09T9xGLp08ZpXmyLplZ9oosplBAuc5Z/MW5CQSUbZ6rUKiGJQsYjeaB5p+N3sxgQjOpZ9v8+gpQKfckSvwxxlE7ndnzapqkrtO5q8l+9TOlWUovc1aBVVz2uNkL0JisxWVTrhn9qSR3WZx/u91wfr6na71ZeMoBkI0p0BWL0Op2qbG+SUEcZriW32eegAL0CmArZY1VCGj8sXpUHKQ+M+y3rJ5zJIQURwDu3/+wsqaJpImoybfEcU93dMzFwwds9xty8Az9wGq94tbt2xwdHbFaL1ks1zQW80/maWnbhqYN+Mbjggmm0ss9C3HMLNeANDTtkuWyU6XltLV05YiXPCULWtz9ADzNPQ+Yt8hj3AViJYvJKiQSkiMNSYl5SIxDT5SR3DmCP2LZZVzesn34AQ/fe5eLuy1peJeWD2njnpAHkKR5LFYiGA7iQ0WoTNh+Ho4FzKKysTHypzgnyLK5PYUBTfnb7/ZNUxjUOVV3FafP3Lg/Mup1jNnEuPeKgkOLc9YJzyU1MHxEXNKkQxfBjzQu04yZHAfy0MO4VoC1i9CO2kjIEiVdcpCCJpMkBQLj4IlR+1Qgjpw8Qy/kCD5l7t99QHu9YbtZc/+jniF7+lHY9pn9EOnaI25cv8lx63mze5dr62NGEc4vz7g4P+NsP9I94/BhSWgWZAJ57HEdrNYLTq61PNw8AFlysu7pnjvi/MMF948cN48zm/s9ORpYHEdyPyiJ1Jjotz2S9ojsENmB2xCC0BgI6BaObunpFoG284RGwVvTtsp66DWMluNYS8dLW+o6YKLzQJvLlUCuVDnehk5BQbckWnmrpsdoAyyy00lW10IJR1Bd35O1NeV4lbwUkYQkbZRUFajlWokoAM8GCKCURhc5PM135SyYJJbOz6uegivbzFX/+O3J333E8q/X8ei3rrIOPul4nyIOAD5RNYGrfQVgLuTNonOzhA+bNDqQxRqw75fElRLnc9PAF63tnFOhX9oJm6af8wBUW/OxYMxVZDVZ6Kp4ryK0A0+AgHjBSxFsU+8BAZWWxpPtXEnqeMwF2LOpSR6AC/aOaM6A82PlFgCN5TljDCwgqSjMGoKwU/mgyUAiyQRzJEYhZysjyvpeTomYIikaKUk6BAPKa+/Z7YoLLoPECuIq2RLMkn7qNJ3jvslxMnevlUU4U4aFoqwCnPrfdFgns8+FmoOhPmYbjEL65BziMtI0hNWKJo6sTm9w6h05JVbLJcfrI9arJYvVkrZb4HxLEmd5G4GuUzCgfEQKcovSEhypE0SCtYTtEGuBXGiSkowGAPLMm1LcqtN8KHMyC7WddrVCsllZYrFY0eoAjc+qAM5oyedy2bBcNVw7DsT9JfeHc/YXdxl2a9bpnK7Z4lwkuxGx2kVtDiMoXbBZfcxdwLZWrGSr5K6kbGvZqlZkBg7KgBWirGKlTWVchX7sYMVVYD3lswu4DL407HUkCSRpaFwLTl392rmyHFAm8FESHq2iJDghDZHhcsC1PXk/IpsNbuEUHI1bmpgggrcXKZv1qvkSGU8S7cS57x0+CT4J739wn3GV4ew6+3fuMUogSgN+yXJ1nRs3b3Pz+glLBt72d2n9kqHfsDs/Z7/dMtJx1J7QLdZkKxMdnVIEr45W3Lx1nYv9A9LY0/ie41NPuBYY1o5nbno++HBkkFHBQBpIY0/MCuSj9ZjIaSTnESeJ5BNxL4ytEJeONHryGEiLQNM5QvCk2CAp03bKYZGL3Cm8Is5Pa7bIVqZxUG9+EQRa7dK0S5TyOmpeBZYYWNe6N4WsHrJCzFblhNMkwhJGUFlQ5qtDsFyT6oLPdT7nrAnNChCygQVrfoZYnper61cNRwUETwID8yq1J+udJ2wGWh6rLZ6IKz5G1RcZ+Qku4Wm2pwcDIUzWnNjgm4IvQKCIdqnWrDtQavPf611BHYiqVSwkUBn+qjaeHsCBkp4ORVHDOVdRe9WU1+s0T0HZcs6acStGL2sKyVBNVWhiCS5lhrorQzz3ChyEP0SfjghISsToaia6Kt3SFMh03gx4VWZimRIJs8XC4qiWQQUQhoZzilbGl6Zs/zxZqllEuwsmR0zVLp/ccGqCGVHP7Nyz51JcwFXXu6LrC2DU7zkpZaDFGDWB4mbnxRXHTx2pqi4KVisnqQ/JrAxv87PraFcrTm7cZLFe4xG6tqUzcpRu2dG0C/CNdnjLol6noBUvGc2JcNZ+1TcK1hpxqJCzcEoyNkLBSl7Hmh1dvANzboo6xwRt8y5YYp7dl5FR1eYvxaVOITbK+ADH6wVHp9e49cxN4smaa6ee/qKhaxLB9QTX0jWJZciQE1ESiajCPYAEfdIKLnU8J/bDcks2mGLtX5PGJoMLdex9cObJyhSryhVLr8wTiyf74joASvjMF2tQXOVfII+k3JEDajC0HYQOcgeuw7E04udCMhXVIiWAaMDZJVVuPntSL+zu96S0JW178uYhIe3BRUJ/ju8TDIIbMm40YJDteGise8jQj47tzrGMEJLw7lsbHvSJa++dw6v3WJ6csDw65ej4hGurZ7i+epZVs0R2D9Hs+QVjf85+cwk5cbJec/v2LY6uHZEWHb4L+FHzVRarFTdu3eHe2X3y5oKcetZLYb+MrJaBWzeF/hqcdRE3CDn3xHFLkEKgNSISzSslmnQdhciIGzSHIo2QBk9bPASLQE4taUzkuKDt2loe7oInzZqVzfllXAVlOlOTDXPOARyEtkNkgesHJCZNQPUBl1UJ64DpQbJoMm0pA3SuNKzzlelT+WjteyYdpL5HnbMlh0U9V/PursWQkWp01uOIJaJDBRp1m6mq2k23nG/+4cHP+TbbX6587XFbWY/CjK30MfsUvP0pbp+ga2FLVXVimH9m4df4hoNSI29XTinx0AxlVLkaunIy8RbUZjqWUWJTsl6Dq8pSFUFld5t5K3TQtGuXs+9QjyMzXTIbpJkCO9yK+8l+2mhmnCZiec8jySazSVlRawE5oIheiuBR0o6ua7UqwLlp8Ovuubr3SzvglFLtCDiMI6mEC8gm1GUiuKnhglQXRnH75WSdA5Oza9RYJNlqc70jeIzW1LIDpMTfCvoSqgtOMCvB1XOU8fEyn7slj8KscGeVIXWO66CU85Zko/J8C5qfclWCuZp1fixWS7MCFNQF68HggyeEVhu8oPznNQ6aM1AYIFs8qljEoVn/gvYqGDR/wlMS7RJ4oSQ3ZSujrPzoMHl7sETChLZidaDJr8ru59FjkzOSRiQN5DTinLBcLLh95wZ3XnyWG8/c5OLrmdV6IO0TTZM4WsHRwnMknoUT8mgKuVELLzuvdMAJfCmZLYBjkuyV96FWNFiVwMQgp+Ndw0N1LUktQ7NcbrX8HDUXoXgFslO3cUxarqr32uNiS+iErgkcny5ZrDv8tgXXIf7YwGACN+IYgRFci6PD0eBZIDLicoAY2D9IjPst4+WefP4QFz24HjfuNDGxz/YCYtJwQY461jGw7T3b3rPpPWH9Ht3ZK5z/1gs8XCTyfoF3Nzl+6UVO7zzHyckp3XtHbCSwISERjj6/ZEwNm4s9+92W1XLBsy8+x0uff5Gja2s2rZb6tYsGFwJdu+TG9Ts8e+uSy/e+xbjtCTcH2jAQvGe92nDzhiOfePwZOHqy7Eg5kEWTfXMayHnA5YjLyg8S44gwMvSJ/S4RmkToMstVy/powWq9olusjILb07RBG6oFV2WzguZACA3eNQrkS9y3eoscOenPEBpct6RbRkvmzOCnZFUpxob9XiqnRMSAcpmbBVeKJQdmtNKqTN9c53DhMsjW+M3hJt6LfJgYqz8FDtgWbB0XgFGWCGWuFx6bJ2nhjwED32u3g8+LSUuViYfXODvIpwgInhoMhBDqgBUhX6x8tfomK7i4OeuliyWcmNvduynWrNUG3shbJotv4hOYEGnwUtsNO1e4D8xawRlBUJmW06tuVYDZOWeu94MdDQXq7xMSrU4AES23EiMimg/I3C1OeVwzN3xRhNnKbApDn9lZxbqcyFv0c83sj1qamJTYJ6cJKFRObimu2eLu1XKw0hVxun9rXCIWFxaw9FsKlaxqdlHLEttlhlQrWKtAoix0fdtjAmOGoHUXdfU5C1KXdFNHxVL2yN3Ej1QR/jS3/Hz8KCVUxmshU7zQm3Wjz9dZDFPdEL4cJxTrx1lepI5XSolhHK2MUqdDeZbFU1K2LNaAJxvL4cFcsPWQtUmLWNZzAC1vk4RLEYnaujkOPf14gaSRrgusu2scL29yeuI5PoKmiXh2hLBnsYwslxoXDlEgjUg2uuby+AunhyJkW2teb6iMXxabT3bthTWuWvLlPuYgZzpmBWwOSqWJDqOFw5yvHgFxkJ1640SMiTAJTSMsWsfJDWjXkdQnJCyhuW0luAmJe8RvyW6HuKCJxoXSAHDZ4aVBti27jbB/mNh/GFnegLDYQdrAkHEjMC6QXpAxapOhQRhjZBcHLseGXRIGB/nkPUY/8MbNr7O61XF79xynf9rz0ldv8PwLz7A+ukbbrJDskBwZLhPx1x2X51sePtiy34+sViueeeY2d25fJ+aMd4lQmjQ5T+sbTrojbh3f5nL8Fpf3z9gcfQDpEu8WhHBO2zSsV+DPwYeR0ER88lWh1jwaWycFoOUUyTES6RF68CO7zrFfdxydHHFy/TqhbbT8sGuU7jz4Cgh8mHg1Gt+Qax+UEnbS3IKcnMlAFOAslozDwNiXZnLFcCu6Ide5VD1/VVaUxkPW1TAl697o6zmKF01gKomWUursbK0aYZIU0F5k8uTdUsWbDw23uSHqJuPzqgQs11t/FkE2/fIEY3O+zc6FhjEK10J9YPP9pPjiP73tqcFAvVXzbXpf6j/dDAiUxCBNrqrWOFPs0JnF52aKH8slcGUgqimlD6O6p3yx7KsamgmbiS2rPqTquWA6poGYcv1FKdb7nIGdavEWBV7uzwDBAdw4eA4mMAtidgBpImcyL0mKPcM+4MiWwKh1+zlHa6drQCHOXf0lSS3Z89EtGyKu8f4ZcEyFAWzmqZiQtL0EajXA7FkcZOEWa3/miSk5H1M0UOrYTa/5YWViACu8EOW7FXTIbIxny68Cgfl5C8rXvX0IhBJCEg3DlOtwZvUW5jzvSpMUsxKkjI1YN0krqTQwoC5ph6TMFHIBl7261FEwUF6ZYu3MWdGyEfwIAfMKpFHpccc9eb8l9XvisGM3PMSHRHO0IpxkmnRKk05wEVwUSBcEdiy6TLtUhmjN2C5hCgXJ6pGztWQhD8EjLoCbXKgpZ21GU8anlAzqN3F1HN1s2k/hP3FiyiMo4CvcA85RehUL5mFyggtZSXFyS8oLPC1d41guHMfHmabrSb4Fv8A1t8G1OInksEF8Y90OPeLVYnTO2Ciz4HPADx3DJrM7E87ehtPsWV33BJ8VMEUP4wJGT973jENP3yd2Q+RygIshsc+R1GUNI3g4fe6YZ19+hmfvPstnv3yDZ579LOvjU/Ui0QMjkvaMu/vsLh8y3u+4vNwhbsFyveDatWuslw3b7SU+9/gc8VlRaRDH0rUctytcEi7vn/FRA+vdQCAQ2CLZ04QlDmgbYbHwhCEYEVNjitJRqoOKZ1C5PrQXhzYK64m7xLjbMu72pHFkuV7SLTrysiU1gdCoxy0ETTaUEJAYkKCeDGcda71vlTnVeZIkRDQHwAchtA1N2+KbgERjJMRAfDFOKKWFzowJVw2ZSk6Ucm1znKXIV5NwJrNrBU+Rj6D3mqOCgbK7Sphqdatn0gBBrTQwwFBkrCUNyFxBT4JxkvlFTh0IPTd775EvPvav+rvMjK6D90rew6cHB54aDCRTNMUSp1rWrqKmujkpxkhV6MX9X0uP3ITU9Ds6KBVQ2YQpSqJ69W2S2F/mFaBa6MXp42tM2ZRG9SgUC2lKDtTjzvCeST0FnqmcipIFW66jcBvM+QXKjKtcBwUwiFSwglOjbeiFnCL7fajKuXRyy1WBm6U2s4wLG2S9D8rCSeSULUZ/yPom00rQ96xzmWS0AZi55wq/R2l6BFR3d7mDOnaltHRWeFEHypXlIdXcF7vO4i0qO8pEAwneH/ZVKnPg4C31OBTAptbCZM0Wkitvx0pZs+AdCjpb8wJUIIAgWRMtx6gcC+Oo4Kso79IARbLTHhE4MhZ6SY2CAUlEySTjXqgux1y8LRkvIx6hEQiS8UOvAGB7ybi9JO4uycMeyQOJLc3K0y5O6FID+3ukixZpdsh+jesf0uQdiyYTWoEgiAfXOFxqpj7yeA3qGnjJwZGdgQEvSNYM/mSegeJdgv9fe3/SbNu25PlBPx9jzrXW3vucc8v33n1lvIiMKhUWSqWQMrMlA5OEwGjQUIcGHfgAtGVgfAFatGjRokMTMzBDBoYJSSBDIUgUqYyMyAi9Kl5163uKXay15hxjOA13H2Oufe+LfDfjYmEQZ76379l7FbMYhfvf3f/ubg2XkiTrz+B7OGyxFus7BGnAhiSgmZasLwMq1tFQxMfJmtFKrpbB0SamemCXDuzznv2cOewbks4geyRNkA/AAWojpQmVgspx7ElR5x4o0hK6ZjhdUV41ji8yH/xAqMuOt74lHK7O5KboOaPHA9ztWR523J8yt6eFV4vyckncLollNS5KypaG97u//T2++zvf45l+g68/e4dpvabeJkuF1Fvq8pzzw0vuP3nJ3SefcG5QKTx54y2ubjL7qwNCJbcFWU/ocjbyoni/i6pWxlfh4dUd76/3fL3tUH3DsnnWFdqEoBz2MzeHK5A9U35gN18huvZwgXkiR+ovTUlNSGploFsplGXl7nTmeLrn6bOnPHn2lOt6ZaWMp0SeM0wJSoIsaE60aSbNE6nNpDyTsxrxWiZL9Vel1OJkTrGaHvNMWxeoJn+zJCqW6WKg3MBmdU9apDLH3gsgHUp9G//36TeAvknrbah3Sa00zV1+aJdH6uGrIPqGXHEg0HeB646unKTriC7oZBNa2BhU44IbcDCU3BBydLzx6LiwpB6f+Ss9vkRq4RDJXfnJo1sPsIA6WPCf+M7GomxeXCgUeC+Z6VZcVC4MUHCxAL7o9mKC3ZJtSZysMkBBdAcEdxPXOF3cdTANHj+WK3aPV+nFa+FpSGPahhvFLCBN/b5CuSmVUhq1LnDeusiDha7j2oFm3dobmRyeqeNeiQANyQmZ3dPS/9nUiOjA2l33xrj8XBGg/t1+D1jg2e9NkN7+NGpO9Hn2izzO4OBiGnW45jom6MiCDvg89dPWnfYsh9YaU0rmIi21XzNc3Q0PUaXElGbnBHhue7N89FbWi+JKtViWhjWGqnixDA8VuNUitoaqehU6TMFVrb0vQ6TzWRdD44lMzcIBbV0opwfK8Z52vKee7qnLA209IVpI0tjvClea2dcz03KEh5fU2x11qugZ2sMduh7JzdzNKRnpcWamKpRVOzu+NKsciEjPFK3uilQVbzM8YqoISDNOy+R7MTwGW3Gp2kVp32NohAMtBORRXZrvroztd0nVvH7MqM5k2TNxIDFBg7qeqdE5silSZyccJNBsBYUQUrO9riVBFSgTx0/eRm++yfr8OfnJH/DLf3Li+Y+Vt74hvPHWM+ZkSpXr36V+8Ck1P+F4PPLyw59zt8BxfsKT934TTU94tm/Mpx8x6Y7fPP4hb33whPLBRPnHZ27TC9uTbaHVe5bTc073r7h/ecvtx2dKuWL/751452tvwi8WUoZyPnK+u+P88MByOtMK0BbWZaGs7hZXq13w2Yt7cr7h5lwpD0I5N9bzSlNlP++5PlwjcsXV4cizp29QVmFZlXWtlKVQMB4EEm2DxVNzs7ecFmorPJQjy+nI6eGeZ2+9wdNnT9gd9qDGf9Apoe4tUM/YUDwEqWrrTyyN0F53Eqxzq+Z5oqbkJeaHMQfa2yb30KF7AHtoVR3ohWcgpKN/LoqtWmp06emFidTTDHOr3RvdDVD12hUb8aTuce1GrwYQGLVziGq34UG4EPzbZxvy90IvbOUgl+fYqI4hHy9f+P/a8aU4A73JRBjBbbjFL17v7mXpliYqjt6cMBaAakPgMO+BCZoxALK5RqAvif9feCa2P+JWpkTKk1uxrbZ+jzH6qce/XJHpZoFsrFrChdTnZXgQ4rz0++4GC01a6OIBoqTr5DHR/TmCjb25h37qwZaN73T3PSMEs403DaUf3oVYfGYtJ8TirvjG2sIiH2eNxdrHeHNz5ibpIZyLdM3tAwTI6J6UTVhFYq4dk4dC2myQnoa69chsNrMVrbFE+erxQ1Lq8c7sGTFBqCxlpSzWpdD4GNFl0UlIpfXmO9rBFgYMgCqNEmVN3BqhmSfA3L+VSa3gT64N1oqezqynI8vpjvV0T12OUM+kupK81bCgTEnZC8ytwWLhg/Jwx3q3Z52gnq4o9/eU+kBbFjIwZSs1m5mNZ+V1AZoqFayfQDNXUKyh5NkgFkEdRYDE56R73bCU2vBahTtIwyvDIJrWAA0RnsnOQMetUgQLuai7cFdwFr/WTFtmludPyPrA+ipR7xbKZ9V6OJwTLGfS0kiL0M4T68MV7bSj3h3Qorz48Xe5/t3f4nv/wf+Yl//0j5Cbf8QP/iP45P/2f+FaEzVXprkxvf2vcvX3/31y+4j7D6559w/f4eP/+f+M+4cjT/7wD/l7/8H/hD//X/3HfO+/92/y2f/x/8Anfw7X7ySu3mocr1Z2Txroarn05YzIHS1/xiovWPSWwiv0IyH982vyywOnnx951c48/OzE3cvC7U8y5dUEbx1RWVjKiYfzifuHW5bzyquT8tmrW3Y7hYeV8/PKqzuhLsoTtXoj2szFLSJMk2VdwBWJ1bkoBkLVrS4tSsOLRm3kla6NczlbeKxaY7Gnz55xuNqjOaGl0SalzVZ5tnmqpWSlZWhZyTkMvIa21YGopcpOnqZYfI1Ye+SJNE0OzvNG9ozwrIR8bCEvvb5NvK54P5XBlxgkXvfmOd+ghy37k5tndBipuF6K4KTLqVD86mEDhfBIubpgW1vji48IizKu3w3KuPYwCvt/H6GIz4GEr/D49cGAE7CCXRwAICyxrUt/VLpzl+NGMYiIV770tpceNugcAsGtXIhww+Pc5u6J9iY7wBDWgTx1a1v6+zU6HsaZtH83UqzCmowNxuajvaSwa8nUc6/9We0E/TkDDBB37+cL78T23uI7oVy/aKrjuSJNcIyZCwMv0iQ6wJHd+tgk22vZ9NjfqcPbjlA2C3/cK91t93ihqhMVZHgXHoeQRDfphGyutZnbwBaXD+5AJw1BEc/NaPAU41prceFn6ZvTNHtMd4CAdV1Zy0otrvy9kt4AA2rx9+rWvmd1eLs+s6yl0aShatZIqpWk7v7XamCgNnIpsJypDyeW2wdO93csyx2tnElSyMksrdk8sRa+yMk6B9ZKO8N6OnG+f+B0u2dKQjm+yXL/QNEjy/mEqKVJTjmTNDuhTgi73coZGTggWlLXajwcF67JUkfGvvCskcgiKUQdBUx4pylm0ebQK4aO7CEj/OY0hD9MaBMS05g7qc5pVGoV6s0dH/9nv8HNGyv1IbF8dAPno/UAWAXKTKrX5JZ4+dM3kfp9Xv7iG6Sy0ory4Q//gO/9T//7zF97m8Nv/zYpv831bzxh/tFn7L8Nu3cL1+98l6s/+PfINxOn9z/jyb/++9R54eHqM16dj9x86ykvPvmE3/l3/l0+/uTPkSRcf+td3v37wlvf+z0++uAv2b/3J6Zcy0ouJ2pd2H/93yZ/+mPkkw84vPoOL5czT773AW98C7j7Jle/+S32v9k4f/qS+w/+S+SP36b+/R9T68JSHrg73vLZixfcP5x5foZPX6zc7M8c7heef9w43u7ZLUbEXBblfK4k7xmyrouvX0AziUyWjMwTyA6yUihUd+Xj1r2omItfK+tSuH11ZxlKRUlvvsnh+kAVkzu5WYXAnJU0QZqUPIPOFjgyz0Azj5sCrVlqYLJwAUmcky0kMilN7kE27lSvCS70tvYSlmOIjNY6qTmIkiH/WzU5X4utba3h2Ws9rCUXHXdbFzZ9HXel72mGQq8pI/Ge+7mGgh/jOY5htF6c/0LubaydbqVtZWuEVfn88Sv0xL/s8aW6FkYcB7DYZDxoF/4W99FkKD94AsPt7K1xvQc2ya0Gj9+b694VDbJx/6RekvKxxRlNjB57BmDz2qNn2Yw5AOvqhXY2IMO4DZmRIumgAb83GYo04vhbV07PcOgur/G6upD8HBiwDzCwoX7uuR6HJ/r3NVxzsaHUF7MOEtGj+3MQbwxov2IvGiSycdn7SxtF3dFreFjiPgIUxtvoxb9IxJr9RwDJ/ZoduPXKPDIAmHtlLj0PYkx1TzeKDImcJ6Z5YsoTuCAr68paigGBdaGU2j+vXqmxlrUr/iAiVc/aqG5hWPzfgSGe896qCUk1YZlasXDAcub48MB6d896d48ezxY7bSs5WavhrFaXPyPMOTGnRM5C1QpV0aqUpXK6X7jbPwCJ8/HM8f5I1RPr6UwrBUGY8kRqYtyF6qEBX6/dI6dRE8Hz0bdhrs18WuZlAMkgsNpTK4b9uut5kxWU3IsQKapRZtsA5wgf5pxhEjKJxMQ07dCWqe99wOH3E1//Huhd5vZHZ975Bx/RuGYtmbYspOWBuTygp+/z3t/9M+Z8x+mjp9QV3vnv/ps0nrHcvY+kbzG9e6T+8S/4nX/wP+D6+jnHP/8x7eq3ePMf/Vu08wOH995m5Xd4+Y//T7zz1r/Kk999xvX8e+xunvLjP/pj3v29b/Phq0/I3/oWh2++x/5b3yTd/Jw2/QXQkFTJ08q8f8bhd36fq+98g/nP/nfot/818vs/Zv/sTzm1Bbn5fdLXfoNj/lMO3/0+9+0WrbOtRV04ns88f3XHh5++5OXtiU/uE68eErelcf9Q+PizQj4eSCX6BgilBBhYOJ7urAFSeaC1B9r6AG2xsFOk0GodHtYA7E0QTUwJmghtrdzfHpFmpc+naUeezTO8toI0IU+QmlVlnNRT/qSxrrjnzRtgtbFvTd5nqMU8xLHSfP21lhBpHeQL9FoD4UkdAVS67NlmGWlPwa7mwdCNjFI15R6eLbfkrc5Nt4Fc0LlnwH/HG3WpAwLz4oZB0qVh/y+be4xnvDRwtr/qRiLGm4Nw/EVIwELJ8oXv/cseX4JAGA1qvMCIo4FuAUvaKDi35JzEtbX8e9zeBX9rSkqWB9qZYwLpQuCzGRi/QiC1z7mk6Whsm3XgpyCY3bV3hwvlOsiNW3f3uPxwXoW3o1uqOlj3ZsFG1bxArXS02wGUL5KewhXXJPSvBjDs99mvId68gwFEtDUr/BEgqv9r59qOB4Tw3ihx/1wICumf2YxD4ITNHxqAQOhpgOPHvUfbsdtcz7giCZJ6lpt6eqiSdMsadvTm4/C48EeMTfWsiJSsK5s1b8KspiX6LRQr41o8U8O9ArVUarFCTbVWihduap7R0RueOEhIjLTArMUKFZWClpW6LJT1DOuCnM/U04nycKQdj8i6mucgCznGTGFqiZwcQDalrl6LbzLB2Aqcjivp1QnVxMnBAHKknhbqUmjF7nv1dtMlUk/VesxJMsVLK0SKb6QbdnJUG+sNxQsjDnKhumWVkwP6qNLp7bl7CVtVcE+LreMNM9vdrz1DaLO2ypp49aLw4tPMW2/v2ZeDpQq2FeXOXcILlRMzC2Bj/7Xf+68p3xXWZcfz+Re085Hnf/7/pAKHF2/y3j/8f/DuH/5D5of/hPSH98jhM/jR/xJ5+99GPvzP2H/7v8P88L/h6//wJT/58f+L49du+OSXb/Onf/R/5b/5r/yP2K2/y/Pjf8mLP9lRnz/n/he/JP/gF6Tdu/DwMwQl5Rcc1/+CtrxEj29y//wH1Pufwqs9L372Y/TFT6j853xy/I+5eue3uKp77tKnfFYKu7ry8u7ILz58zi8+eMnz5w/89BPluCjvvntgqZnTOrHXK1qbAXH+inl/rKZGAS3QClqKlfFuxTIw2mprs5QLOSJYTZeMee0SiZYSDeX4sPKcVyQyb779JrvDzgpzlcpaV6Q08pxoWFnoWXa0aml/tZbuOa/Rd0DMQ1TFyoxnwdukh57I1vxODW4mseygqBVjCjBtLOyN19H1gzIqgWoaYa3u0dZqz4wLK1+/XZFvPK245S/h7XRQ3WWPoefevfevstK/UG0/emEYmFsDbhN+/txJvjogAF8mtbC7mJUgB6YNAAhl79ifSN8bBU0u3cbGXgfEmM3JXdKu4ofrxgekYWxtUemvw6XS7m7zUECesjPc5fQa2d1lruqeCumFNaJkcpwn3DES3gY/W0umfGLiUl8pcU8bhT5GgbiZnjoTYCDKEfdwycai1qHMo6iPiANvjZANHWSMpsgBLjbx+kfYaYynB+YAJztsijbFk118a/w3vhZAbJy4I3bk8rPq3om08Xo08ZQ0kUdC6/KyUerXrJAIEXk+tBOdwEIG67qyLittXSlRojmqMxYDAmspAyxUi5taBcdCdENTd6UIRgyctDG1Sq4LVD//6UQ5PdCWM1JXci2wFmRZSHUhUa2cdE7ecdEsvGjKVRXWYnnhSiHvErtJkFWQkyK5oJw5n1bO9ydSXmhrRddGXRtrXVmbAwEUTR5XdgWc0/C02FzF+grAWXuY74sAqGrydDJz7wbyTlFqPFtr3KhXL3jTo957wwsQ+U/QC62mgyJM3N8Kzz+pvPlW5a15gpqR2kjtTK4LWhaoC6k2pBUHHY21zSya+fg/+ceUb/yQ03v/OW/+1m/DP32b3/4f/iG7py+RdI/ICnyA1n8GP/4/k9dM+4s/4ir/hHe+/VtUnvAqv8/P/vH/llcfv+R//7/+X/CtP/0+N988wvVPefL2c85vJb79D36PlJ+in/wlWUHaS+TmP6SeX7LkM+2TZ0j+Du/+5oHnH8LH7/+QT37yAT99+Ke0j+95eP8Dbh6+wYfHT/hGPrP78Id8Vj/k+Mk9+e6ep3dGIL05T+zkQ57dz1wtZw71pSncZuubajF60YUpqVWIjOwNtIeEWvWmVAxjBnd3z949NTJzqqccnx/OvJCXTGni2ZvP2B0MiJRoBoRaKquYIi7VQj+tFm9dHftYey8OS8FtBibzqC+TUjYvGRZqU+jG5PCYhiS9lF2+k+wZLlIL28V6DhkZ0kxincYpIwOtW/0b4qCvXxgGb78HgSCXP5aPYciMoyu3/rtxnwKgaN+PW4DxWPaqMurhfAXHl88mkI3Fn9MlWvL3cwcBdAEjgrHqJXUQAHgBIulZBOhw16tGIQm7trmWBlAYytmBwQYoSMtodib/IzAQLqqovZ+d3JLzCAtYXLxegI6ti8EWl3TL3BZ7uvxcv9HgJMiFR2CUyvT3nIkbHoQLF/0jC11bg62i7tZdWPu2jAPRBuq9BALxHD7YDFKRwKj81S3zR2uiv//ocdl8Vjf7oAMap+ZI0Mo2AC9Aks89cBGqMXfi4D5YVgogyUIDzg8QtHMD6mpKfXHLaPRraNTSWNfCujoYcDYya4FaEGcxW350c+XlYYC1IGWB9WjZAeeF5fRAWU5IK1ZHQPAGQRWdxrA08XrtRAzTflozIlQpJmxnhDYDq8CKVcyTleW8cno4M8+LCfqi1NIoa6ElrxqYLD+cCAV5JkQLz2NrqDENGcVpRv2E7ZylPDnIz4jXn9fNPHdg4M+TJNasVXpUHV6EFBVKJVO12EVac0Uwcz5PPP/sxPX7J9KzZ8xLpi2Z1E5M6wOpnJGqVmCpNOq5sS7CuUyc1sxSlLsPfwRvfYw+nDjs/g0yP6E9vCDtPFunHpGHP7I6D9KQ04+Z5h3Tw5/z1hvX1Ls/Z/ewcCVP+NGf/4Q3Xjzlze8UDukV0/mXpPYd8vmfIevJjJ7wmL76EwsTLUJ6+IypvU168SdcaYaHjynllnU98dMf/GNyUfblG7x6BcuzJzw/P+HVJz/nw1+euH6+8l99UKkCORWezk/4ZbnmG/O3WNihV39Aa2ptzNeVVs+0eiZ78yzxMGxR4xdEJojIqAgZis6MOp9uxcubW/M0FJaHE88/fY4Ab779JtPBgGBV8zJoUYp3MFyalfluNSpQpo3YMNlX1DxWOY1U8uZrKGVrjTy5Ys2bsuxxjh4eDeGyCRN0YNv0Amhe9lVxCaReG2Mjg2ib8Gh4vwnQauAJr7mx1e/qAvjzqlncm3WpP+K9YRnFn+pGk91/SGR7awM+ejrk3wAYkF/xO8T9aP9Du1snhLUR95KZgcbyDxdlHqGEMZcDxWmLmI6Yy8QR2FbpXpDl3PIXSeRqceOUpx6qsPe9BrY/TSy24S14pPf0Uhk/jr8PsGrWtVbxnkYD1ahbxy3c3X3gNt6AeEkjbDBeZ/O8nQm+cZFdlK20gevAM9yzKiOsE88R/AIfiR466PdY/wrnl49VBxBKT7gY5/fXEIsZIhF+6+5lZIuoHfHWSq3SlX/EtVNKPXND3JqwNWRlhpMT2Epdu0eguMCsxSo3Ri0B4whUylr9c5ZmSC2I9x9I2qz0dGtQDSy0tlKXE/V0Yj2fyMvRXLAegkjayEmZp6h3IJCTEeCaeGGWWOOpl99uzYR202wMbmZ0mtC0pzFTWkLWRtOF03Hh9vaew34liVAW5zy01ssyG+A17440QYpSSkAQdRBgBCsT4BE+iznd1hLJ3s3RC9ykTG8BTAA489JAc6swwLVSvZYFNCSrVxydqBRfPInmnKOlJD57vtLSCm894W19k9PxhisgnRbS6vNzhnYUzncz65o4n684nhPL2cDWm08PvP32FcsHINxZRqLMNCYPcRREH5BWzDM4w26GSuXZTeab7+5Yv3bFqT1wowuH+zdZ/4vEZ08eePXP3uKX09nSl6sBLtGRUVJL5cVnd5RffIO6KGsR8ssrbp7+mPcAZvMoPr36gG89nDmdX/LJ6Y7d/D5vvjrzJBV++wk0KbzV7ki3t+QPf8rVG3dctSubk5yBFZEFkYqwmIypVmgnO4+jSaKREc1UMo3ipmwyEp+IdcZUehhYvApnSJXl4cgL36Fvff0d9ld7iiYelqOtH5d9a8k0bZR1sYZv3ho5rG8V8wqstTDl1IuANW3eIM5AfcOIqqOzbMgHA5xblfNIKBFyOCx/7cVUQuSaEh5gVvqPGZhhrTevDokDBzbntP0R+lzDo9CPLmX7JboRvyUdbl7qUvCRPo2/tpho6Im/ATBwqaCN5MEmLWODcSy3NJQb2oe5W//+TgyYujUYjz0UO/2s8micN44ExgKw30OJpjRim8lrFnTiykaZB4kspXGREd6gW6v99YuVOBZqWMTmqnIijMgjDwD9M+Cpl50kI59DsJtH7iBw27ioD6Xfkzwaj45RAkuElQ9eCa/PwuZcMRft0Ybbej0eH9v51DEW3bOwBQobB5uagOioV2FbttmA3YYj4eEG8fK4CuTkYQHJ3fNTqhPoilVwDLJg8EVKNUDQSrV4+7KgqwEBakXUwFamkarxAdq60NxFracj7XSknY+Y9jHwYDn01tZ7Cq9XtgI/IkptCalppOlqgpRpRKle8xDkJGgW0pwhT2jKqAq1mMu3rIXlVMjSmPNEkKbB6yiEJehjH3kYEeIwMBCksjbSsLrrcvB8tO+FEMRhTeZBUm1xLk/xUmsPjVgjs+CCCNWhyI7GRGMiCFqaEjUpK5myZni1sm+VaYLbFzMyXTOfF3IByko5NdbzzPHhivMinE4zt/dwOgp1Eq53B57s97yI/cOBxp7SkqdMPkAq5FS7d0a1oaUyNeHpbuatmz1fe0O41k+Z3/mE6du/ID15hfzl7yHf+WPrg1CTEZ9bRbwMdCqwnuC4V6r8mDYl6lsTUieuK7w9KxVlxyvebiu39cT1euJtTjydGx/dWx2IJlbN77wWbo8nTnPiSt9g2SklzSAFkRWhkMTAQBTesVkEdwegOWENtyYng0TRtoqwya932RAySsSKAS2nE69evGJ3ODB7IaE5FVZdvKGVZ/K0xrKcoSWmyTd9MtkZ/jWrz6HdFjFvlaWdi5cUT060To88zUMcSfcSDAklG3k2dIKGAt/qWx6Jsy6HQrlsvQLSrfPRmK+OPdFMjnXZ+uiettf0ByGE4oVxFver8W/ctFyeocvor+74UtkEYekho159t5gfgYJhdYcFGM1KXPE3SGLunOa16h9b+tuptGuxuZZDDNnGxu21JI1BCIxJDDeolfMN678vf4nomU9cFNBBNovoMlLUu3vFc8b9hgt748re6OBx7YuCF9LF7cAaOjz0W9ctg5+g2pf6xXwJm2Ha7AB5tKa2f0T8uM/z44+6+8FO8XlUEPMarjfdALst0DU85d4MEVdRNv4tri/DU5O8omBvtOSDbb8H6dObCjVrgFNLoXrsvXpfh1JW+1lX6rpS18W6tS0ruq5IWc3i9GJBWT1dsKzoekaXM7IsSFlIZUHWs8WutZhiFWc/B/8kGvS4MGxYtoYksa6fPl7dTSmpe2ZSym4tmKtWm6I1ShuNEEcpNi2W0hXx/OyWoq+LVk1uNUU8rdDjMASAVDbdOEm9QqdiCyn270hHvSSlSkrW8dOzFCKVy8IBydNOLbY8qjNkVHZExLe6929FEN3Rzo1PtJA+2nP88Dtcz8KkC+IcjVKU+599E95/yroqywIPxwaffZ357in3/+xrfPrJjtsfvU26/n10PqDpBmVnz653UF8h7UxaFM6JckqsS6aUHUuZmG/h3a/9hINm3npvx9e/9zb7NxLlL65473feRfUK1gmWhpYTlBPUBWrlG+8JP1/f4+v/jY9Y1h3n8pT75SnvP8/88Icv+OUvbvnu/dv85dRYJLPqLX9+e8O6KqUqz7LF8Fud+LNXM/93ueJFeoN/7Wt/h/t3rqhLsZCJeNMmPfqGj3TXQmSOIJCypRCqdw3TJkZ8BS/2g3sPQdXAga0Jc3XXZoDg5fOXTNPEzbMb5jQb+G6LVd70+HxZFktxtcXh+jXWh3uRmq+iAJ0BTpKTWrH9vQ1BdVnyeUHWoepWmV5+Jjyy8bJ2ABSy0bCAEp4T7aWyNr8/IsMGQN6GzdgaPX6r3fq/KLE69Fu/Md3owIuQwkZHXnznqzl+fc5Ad1dc3mwfkI0yFJ/gHjvu79kkNVVfYNLd58CFkO/nFzHX10b5hKLbWpk9PUqcZeskTOsCV0YZVE8Ls6/6ORtIUmielb3xAgwV3QeiD39igI1HGJPeI/7RhMYzSh/SEULQrgC9MJLfg/pnY2FdEDFD4eoYY3Gl4974gFJ9/OOVMNrj3B1UYZbcv2idbZFs/ER98V/9+VB8GkOCNqGJtY1tWNGaLCNLQEQsx9/XyTTZsk0ipGkULmnV6whUIwRaw5+FuhoAWJazvebNgGpZ0bWgawH3Ckir1kGwVfMSlIW2nNH1DOczsq7M1RjsSkOzeQGCP5IidBEkW2c/1xYNo+K5g8kRQG7MF/iz1wYUkgiTx15VLc6vrVHWxpIqa+TguotVxNq+kqxYZKkVLQ2tlrrb3Hozy9C+mnNCk9XHNx+xpyE2V/TJisJY2eJGaRWpgziYswEGL81o4QdP/rFqosbNUhokL9UsCZWd9XHQRlG713NThAzrjqUuLF//U+6e7Lm+mpmk0MoDy+mB81KRT5Tn1z/m4bRyWldeljPfpvLWWye+948eeO9f2ZP/05Vv//s/gP27MH+LPN2g65m2vKItP0OW5+SHFe6Uciuc7zPH447jaeLqXNndP9BewVu/9Zzbv3jGw37P/S/f5rM/+T6q11B3UNQAYz0j7QTOazh99DZ3P/wey5I4rzsWvWJfr/iOvMt9ecXz97/OT3TmlT7jk/xd3jlbPZeKVc7UZKGkT/iIlw8rH332KcvbxUJNVHKuSFlRXaieImg70rJg8HUKlrFjKaSzKbQqtGZAICOW+eGGRnIDJ/fGXSZ3mgr3d3ekbA2lr5/dkNPkabejP0otlZpiXbrC9U6ztVUn8npIShJ5mpFaPWTm3lZtX2Bpd01yWQPlcwrUDUz3frHZZ/Z67D4ZqYKmfLqCieqxBLfA0w0R8bR33ycxwpFv36WchOUzZOAFMggZq5sfe5jBm3KZuemwKMQDy3Zg/trHlyIQOhMoTFW27mSNtqhqFkBYa6b4ImcThgYKy1bpvabDEu8WpbnRA3yEYgjFH4e2IFrY4rFNEGQPBjlqY10PRR+PNkIb/f3wegx8cPk6G4XYTX/zdnREeDGE47vD/ePP5i55jWphl9/s//TrtgEEFL14nsu5CeSrnzudKZ3LKd4Wcbp8vkfPM0AsfYCCEXtx5xLyYLMB4wSxFNS8rETnRryamN9jU6tjnqzFcGvW2GmaZqZ5BkmU1lhKZVmW3uGxucAxIuHS+QPrcqasZ3P5l2o/6wplReuKtMKsSirFMwIWqygozSx7bL0WaRRpeDE9og+7cam8VkFKoJuucl6no2fh+Fj4CiASOzNiYMRz9auCVKVlU+BWV76YBUhFwdoBZyeLiVvl2mgCFQeZ2npVQfO4bNaU2hwpFjdVv08DBRZ6KUVpKg4AzMGQ/Lnif2Zk2r4xfo4LQLe6VOx516qsxs8MDMGTF19jd75CGPUcmgivcuZunqhUTsuRh4d7lrXy5ou3eH8+s9ZKW63RkrSvU19UPvvTM7+8S9SlcZbiBNMrSFekaQftCVImE+W6gDar3FhAlyOpTOxaYt8KizZufuMDnr7byE8Xzg87vvbv/AzVt0jtCbIm2vEeXR+Q9RVpfYksC+vLA9/41/85x3vhYdnx0K6p9Yb5xYEHbrn9EP749Ofc8zXu0o4fpB9alfRUqalSUkFJiF6xb8+4u7/j4XjPcoasSq0PTOuR2lbW0hDNThjtW6xv2PC4SbKCPyqWxkeFVBpJcieRpnlGPFtABYvvY2yTqvDq5S1LKbzVGldvXJPTZFb/akKhtcq61lGXBiBlEFhLYVkLWVZSapYKPO8grQBWSp5BJB+Cgh5qjL0jId++wLru33l8mo18FP9PJxQSFwh+lZtIEoo4SIWhQ8yIi1pJHV3L0PcJ7d9/LD9tfHUzYdrFqRnOuEYUUq/QEp/8FxtsX+b4tcFAEotf2QO7+Gp16IiYuQCDbXAEkiQjRPU4rwnUVtTQIhtdGgDCP6dqRYdQaKVeNDkalr3NeI87R9c1Rune4arfLA0xgk0sjGB8GtnNLJ6trh/fi18ul+FADAPwhULul91cP75dW914IMaFAnOJ9FHuH2nhkot4VqzBLciI/+qjheOnUx0EMbue0AtH+aaRUN6PEaiq63Y/WdLLcekYYlgaAbz7vG420Ujb8856ErUawsMkJMlMeUeplZQmpmlPyhNrq5xb4dQWVl3RtqBlhbKQ1oW0nEnLAssZPZ9gOcF5gbKgpUCxfgFSjJiW1GhWqaykVshamKikZFXXgvWPZ6oUB2Sot7uoY61F7N6sPUHVUrikjTk1wBnrVF3YJMKqaxWqm0G5KZKhVQuHqLiy8HMkt+as10DtMdyEsbRDuAcpkJQv78OnNPaLvWAFwdYatRyycRBEOxehC7D4O+ZUfDyzM9ZTNtc3yfs4RGU4hQTHN245PXsFal6etVTDRJop08wZ5eX6wGflFS/v7vjthz3/b37EqlZOOUvhkL7O24fCO9++Y/67wrvvfoxWtbltC+i9jZUutGZj2WioFJakLApVndDcpt5BdClnqiYyGTTTahTJqVY6crJWvvagmVZ9fKNCjxRUz1Azc5q53sHRPaSNREsTTHuDheLWPB5eSkqTlbUeOZ3vWNfGPmXqekTL0tNkxYsC9aI5GE9DnalhV4pikQl0clnlTbkEU/kp+5xWU2gynOUCLKVwvq+8ygqpcvX0il2eOLYo3V3cOIgKmGKhK0lQjJfRpCBz6x6I1rzktUYrbWtoZJwaGfwHB9yxWLtoRZ3EvJEbYjU2QpI53t0IYKXXWo/39FE5H4Huau4FiRhAQUEl+XvuHRgM8I1+cBSjIyXXXn+M3CI0HVexU/c0cpFOrH8UcfhrHb8+GEgSxh/BRK5hrUNHS0MxmZVnYECQOpSOvZzIufbMg4HGtMfiu7uk2kDX4rXmJdqWbvL+O5iQfj+4QIuuV+G66Va5JFLWjYvJBaLXtw8tuFHPF0qx2946fg9EGecLMl1MqGjtYOpzIQRGJTh/fEJzBzciFHtzyxNtPl5b5LnxLui4Ftvzdi9J6sRJ4z5EYylX1D0laQNifCEYOc0XckpIDiXgLmmNHF7fyL6QmyvNBs4ZsEUuaq7yhBEqJ99u9vyZnHaktHPlsiPnPYpQVFm0slCoLNAWpFh8P5/PcF7Q04n14Q5OR3P3e+xfSkVaZA2oVRCkkbR0L4FSLAWP5usO0IRUJbWEFQr0NaZQajEwkywFrwUPM2UvxzoId3mz1lvdtqbOOEXd1rvkTsSL2VJ3ryeBLNkUPmqCNUIma+m8hMnnSDXUQmYrSiPVM7wUYxWJCdTkVn+zWYrKleYJqGMvygZ095LkxmdQzVQVarMmMk0rXveGJNDmStvZlde1ctKFtSmlJVZdOUviNAvr9Z7TeuJ8Dy/rypEGMpFk5U4XdvXEy/qckvfs5sa8wpSOJH0O0wnVBV1fwmqNgrQZD3DJwpKFmiaKziw1cfQGQsez8qRMTCVZK9+zItMDSIE6+bJY0FypWWhTpqUE84zsvB5AscqUuRT2okzJo9FqPCydjBRoU2/ue/Xy0khFWVnrA2tVdmlPq6uXiDbiZqrquNwsqjC8krSYRcK5nRx0tpRp2UOVIUiDzOqyIm2MjKRCykJphdPtS3JuzJNwuLkiu25otZgIFg2uIoIRuvH71FRgihWow9DRRqlqwEus30jr63CTSeDyM1R9c1Na1AwKGU/qoyBd74d3ISIZISwtRHqpYbVfNWz0AM3h9XLQpZFd4Lqshx9ci8iGayDS7ajYf91KY7wmY3Q2xlyEhr9CJMCXSS3sMmtYDJ1UCOMB0Q4aXDXQS0j2zzrDWjfNYzABYq6rS4WKV6bTcPWLVywk7kn7MEY1q7xJb+ys6NYu0gpTssiHVfDzewsX0Hjy/o8YC8yUeWdHb0BOrDBXvnVb7MIXYOqdm+xzY3xH6uOIMw0Ly57BNoyViDU3arjfdct3iH3rbkEcSdLnMGJSnsrmoDf1+5eBexzwfu6OZawJB+BEFLzp+LBVHgtXWMxz6pZGdy8rThzKPSUqUhBVvBKZj09OmWmaSSmzuuUrrZFKoS4rGsp+XZDzgh5P1Ps7yvPnlIcHynI2z0GzKmhTysyScLsOVFmj4JAWkEZNXhHQFqQJX1VrVYD0ao0oSA/1BJDZDJ5YrX71OetkzYhtujeGhhd1SciUmKbJrWunW0pCNFoUY4KnYWmSulrWwYX3IfK1LaQC4rXjhwgyrp9ZLZJkZG74c+Rk/e1V7dphP9VWrZiNA5k0mdDP/ZpmHZZiqVoV2XjrKsmYhl2sWjnj2IvjGstaWFyCPpkz85vPeON8w9v6lE+PR85FrZkRyvlU+PiDW55/rHzzzR1JTojeGet/2lHLES1HWI9IqbQV2pKhWT3/QmKtieMivLoX5JS4u7vmzWXPdC7WCHApUI82vjpB2ZEVahXWlk1OJagzsM9IEfQI63mlnisT4m2mGex+bTbHvmYaMEky71NrVrlbmwGpNjvTfuzp6Aq4CTGTJMieMabbLKKQmzbyRuq2V834EAfqvva97HcUOqutcX544P7VjCSY0sHuu1p74iZjHyDqdTRsveQ6asAMqx+SZIsoRNdZjX2inn3gskQHMIYoasX2qdwY2hx6+XsYaRdffQQQQgbBJoV7qIVucNk74crfFG74AnABbB0SF3f9hYeGNrVPdWimv+oLX/74UqmFvYwvgTy5iIPHTYfSRsLa9X7VjqxGoZ/JEVLbWBWtu6+317a50O4qCY/DmHRXKkGM6kLYdkVzy6t6+11JQcgaQMUWhn3PPKrb2NA4X7f2XdlGHQS7WennjV4OHTAl8ZCGjPPIxhvQH0X7TA8vhg+GANq8WIp48zgFrY6Mx5z1FMRNaszlpNI3J4GI1VL5IsSz5UT08eogsHW8MRaleww23pj+XdRQQzJuQkMtf18V929bjvzkNQU8Jo1Yk5OUMqrKNM8WtlIrzKNlQZaFaVnJtUJttGVlvb3n4cVzTq9ecbq7Y7m/py5ntFpnwBxj77XKo5IkXsMdHWmqqlYsRas3LFZzZVY1F7ZItjg/avnfrog3jh8Dgw64tHmYJDwvjFauvc4/7pHDQgJNq/d+xy1HsUpzYPUSlsK5njnnMxGSi66gw8MyWYOZPCHTjAju4XN545LOctMHELWCMNkyBjDyWazRlDDiWDinxCyw1sFTxF39HjyfTKhkzPOR6EViff00qrfhXZZqVRmb5YsLRto8SOJ6Trx7uCHtd9yfG6fTHXrKPJyUn71/5hcfXPPdbz4hI5b1Ue8gQ2oFbQusK3WpsAisCdaJdRFOZ+F4nrg/Tnz6cmF3l/nssyu+9s2nzPt7C3GuHlpqCVpCdIaqpAYzZmiIgrRGViFVrFLkuVIXKxRlisSDcaqIVrJWIqtE1DNLmpFC97N5IFpZWTUbb8DlTPUMEetI6C7zIDh3Wb3Z/F2gOA1OrByxRp1sBNRLCbfmoMC+VTwVkKbUdeXh/o40CfPN3s7oxbMM2ITPClSd4Ou1YJITpq0XSOtyPSXzdImHa7cZa0OdulxyGdQhjq+5LkY/hwgej8FY99plvGvqjV7r15AxDn0UtTlHIPVrPsYY4zByYxj2Nj+bT/bQQniDN55dB3P2iLodib/28esTCF2w2aRFepT0AkKXRLNNK1230lOPRZtwMTBgAxdWflcyUcdgG1aIXzZeAC4WN32AGhgjPAoZaXXFXDu5SsJ3u8lhlf4AYTK5yevvDgQenwvAJj2McnFo/0B3GpjxqP11v0HX3K2P81gA23G1X1OQwJJt9ohzaTfJN2TCjg4ul+YAcKPkrLpFKknQTeWvACcGthwMYPFAO5e75gQEL//ZBqDpz+A55ziQ9DiSA2kxXklOaBIrEOPawcrcDgBlxdXs+tJWUlnJywKnE+10ojw8sLx8xcNnL7j79FNOt69YT0d0tWIsgvYKmpBQTZQAXm4BqcdtM9JZ0E0tJBFYJwiPza2nFkDIY4PmUh/g04hbOubWAUVkf+QUCtu+n0nmEauVpa6IwJQEnbKNb3Wh52TLunqp5alazNetpRbWTcylTJAzeTYwQHOiX7NWxyGMrDSt7QOr1jlaRDe30K1mVCa3RIpKo+ENiLKwqh4yCVBt1v8keB65raFwl9OUVhp1qZTzyroUSjVvWBLFisFYXD+3ypPdRNrtubnOHJcr9p9dc9IjH3+q/Nc/K7z3XuL737riDT0x5zMJq3ooChRgAVkyrJmyJJYFjkvm1cPExy8zv/hYeOOlUj5svPe9PburirZkfBOtUA0cGXmvkZq5qRuNVBtprVASUhptsbLRpVTW1Xs+9PVg/IpEJafwsKae7rmfd1wfrsgi1FJY68kyMqrV3y/NLHjUQl2CkjU4DLLxDLCRo5swJvTUQuJzPk69ymKXV8Y3MGBbWc4LDw8PXM/PuvzR2jbnbC7r6ZkEOaXeN6BW9yyl5I3uwtjk8r5DpG72kDB+D+MuZHTcrvYvDmlIPLOGXB7jQljtjy172Xy5y1LFSJ7aiwCZbEyf/4J60KFf0Mdno+zjBu3ex94FXM4MtfEVYoEvAwZCAUTVMlMY4VaNQ5K1Uc3T1EtJditZW/+sCddhGUeTmq1aHivUl21XrAMohIALCyss4NYXSlw/al1LnLRjt36+OL8jzO76Udx7sZ1Y01QDGIwFY+vHEXfanNFRZ1x9AByzOKNC4DjPZlzju+65sHQt6VhlEwXo+rX/wVhYPYbv+fnJY/7NTUML01g9e9mOlX7xD6jfT2SOuDfEwUAHCWbOdUXTORV+P02Sk3Ck10cvPtdTAtXSwUOWaqmHrVLLmbyeaMcHyqtXnF6+4OHlSx5evOT48hXnV7e00wnKammDagor5QQtW6EbCeXddyBKM8CRLNJq69jaEwU3KEHP6ihlsN8nL5SirdFKARFy3+wRBqjQrLiReQWijPeYeysG1FxgGteEnEmKAYC1gad0ia9fqxFongow93JTb7Tkno+WjMwrae6pYyrNS8jaYrPbTRgnBK8rYhHnhuW/J+9FkJKQdDIg5XtYW6XWxUIDxdZEEvPAJAcRU1+/xuKnVsCex34ULXjnRhuvnLV/Z22FVBemsnC9v+FwuOHNN5/xrLyJUrgvN/zg/cobP3ggTdd86+2ZJ7vKLHir6URq0BZoBeqSOC+JhzVze858fJf48YeFH37Q+M7tyoc/u+Wb33+T62czqhN1rSQ9WyvoaqRCrYLWldROwMn7UqzIOqGLzdlahPPaeDg3lmpZFVWDMGiAJycBNeIcyYizN9c3PLm5QVKylsfaaJKYi3sH1MGAy7bMlrwnF3KhK8dQmuNVAwJJgWRNgwQP3TZHwdXBXII0gyZOdWU5nUnz0WSbk2zNS2EZLSTp97nlSsWib24IRu2RYdkP2TyMpK38Z8iokJvjy+N7myfdFFrdqOvwJghf+F/fY+MVBwJdL2x/zH2nHga6uBX8O+EB8HMGABNVS49XuoGn/bvjl+3zfBXHrw0GTuezFWsp1uhiNMsRIhwgEQ6QEb9prXmqlwu9bLFE8AeVAAQmbHrnQwcLAzwMZYa/P2LyJrCi//UgxIUF7HnUSn9vAItoqbqdYOkLxITxWC69ccZm8XW84kcsThsLfCH62XUDHbYoViK3d0MauchDtX8kCvr0jb0hRNoHNkDAYUhYaj6Gya3U6BgmGzQbRX+aWGvowd3YAoDN+d2FPNIwNWzRuGV/XlckGlyTfgIIhQRekGQoRSPHAaUgwC5nZrW6AOv5zPJwx+nVLcfnLzg+f87p1UvWhyPl4QjHI3ldyF4/IJq1KIpms7Alm5VsSfBjPbXWqDSqCKm2brVD7mNsIDTyuFL3LIRrLwahd2FjxF7V/0aCvxLeNGfyh1XtoKOnAkpCvHRwWVemVAwE5IksiZxmC785EKheaCvGvPaYrXrJbLNeUvLOhrbI7cZbNHnxuXGQbIQ/JU8Ts4P+1qrvWRtnRMl5JqeMzo3oG9LcAjYAXNx6DAHtoEgElcyUsnMPKpNkmI2933Q1L0FYqmWhNKiLMt8cuJon9s++Tv3O7zPxnJ/88jk5nXn4ZuKbbwpP54l9Skwo0hK1CK3CaUm8uBc+vc98+Crxs08rP/x44S9fNK5Oyqfvn3jvFy959u6BQ1XOqynGmcakYiz5NUGrNE5UKdQG6wL1ZIUqT0vi/px58QCf3DXKCkXcGk4G0qfJ8/sFkiaQmXm+4unNUw6HKxvHWtxIEViV1hKl4X0w3Jp27W+pnCF7bCbxNWZSz9bhY4UTCrD7DdQK74RDLzzAGWGiUVQ5n5eh3MCNHAZxNmSCWKniaZrJxaoZioeXqsgmhXDI4g1W6eT+rsr7zf/VyvHy7a1BNoji6mGAC55At979cx1NyJCfNH95EK0kPAQuy4ek1nHNAGo6TMRhl4yQQRiVfSjCdfoVHb82GCilGPJMw6p8nGu/VUOtVWozIkl1qzOn3MMHHZn6IW7pjs5/PEJUobCGQtr+HimHF/wFPyxcsFVA9OsEENkSFscCCTfT+O6oGrjdYDyyxuPrrVvwION7PfVxjEFXqH3DbhWvhp7vyt23dM9DD9d9AKDHFn0f4+0YheKPcsl+z+IPFNdTHnEfZICAXvLZgY9ZytJvO7wsyFD2tQUhsr9rLHZVpGLub/HYa07sbPTIIuySoqd7jvf33L58xf3Ll5zv7lju7lhv7yjHI5Ri3AEXPc1rxksf1zYEaU9sM4s3UqEMHDiL2XNqo4Jm+IxM0aoJcX9+6wGvLhCVKSVnyhsckjZY3VaDz4W+qIdZfP5blAz2+RQn5bk3LsYsuzfF3PCmPEUSpSlrdGNsDfX8aCsFG/OundSnzr42gOidOzdrPyy1ji3Fij/NU2by6pDVuz2qPRBCBm3W/MkL0hBFtRycRRXEsP6SwIRASsxpYpcn2qSIGCHPGhtZ4SWcaJdoXgb4iB4bel6oZ4U1IfMT1tb45MWJWQqnO+WNHcxamUWZsuXc16bcnuCTW+XD55VffHzmp+8v/OzjhY9P8O1V+PFHC2/86FOevHXFbz58g3fLjkTxzokrqSk0HwtdWYFSheNpYj1O3J/g1Rk+eUj8/HnjF88LTxdllQx5RtIEzKY7spCzYBkSe66vnvLk5im7vEcX80RZSEKhJlqbLLoaiyP222atmZFpfCO8J0WEqKRbzi7PtzpGYlVu5E4XBKbEcppAlFJHmDAh5vFQHSnE/v0mIDmTvMNogIHmArg1S4UdbeWHdA05+lgP6uYXX1Gfe//x61/09/j+Rvl3JOL/uIxUCZ2hhLcYaUTxJ/t8eJUDCI1rXJx77P4BBFQ37z4CC3y1x5eoMxBuY7riU+gV/brMd6EXhL0o5hP142XLppf+n+7a2QI8D0z0e9jG67eEiuHydkXpitMGsmeoju8pPesA3Dq+eNphDW2cE5vQ0QAH3WPVPyP9/XDdR7taBK+2qN0C72OnoUDium1z3RE+CdKJOQPCJQhcjFPca8S6m49P6qz3zj72OQq1P55tnDUUx3brdMVoemqsjeSKo1fLsjlp4lZqzLGkrvyMoDS8IpMToHZV2CHsqFYuuDWqNo53t7x48ZxXz19wfHVHPZ+st8BiRYSyjxkJavJKbmIj1ZKvqSQ0803bxty4LwWsF4IvgD72bbNGdQCkDihJxvauVh9e1Iq19CWvI6Zro7RheyouId0qMpPOha2tiqRCFgMEOU3M8555clDXSx97Q6TaKKUZ8U4NXJGsglwnnFXLB7cwiBO1sJ4DKU9YrX6bc4nUxlAeLqhzcIJq8Hzw6IITg5053qp6R8TqcWfvHNq9WrjXROIUZBGmPLFTQBqr8y+syIsVFyup8tu3v0cloZpBEm8/PGW5W2l3z9gfMvvDe+ymldNc+HhWbrMlbmaxbpJgLZ8flsbtUXl5hOWucnVf+c4Zvl4z32nfpTwX5j9WPvxo4urrlWev9rx7SFQ9kuvKhJLVSKVLmTg34bTuuD1dcz4mPj3C+3eVv3xe+eEnC794ufL9CiVPtDRjRSz2Bi5dQU7TjjkfuLm64fpwQ6qTg7jRTTNrRsl0P6V7V5sXP4vKqy25dGnN4v9EtsglswgY2VWojXXIPegWMxsDKjofVpeXrTTynKhOrEMNmFTooQJyIrlOkJzImpEezvVQTs6WSRR3F3LTJeWw57cPMNbUr3PY6fzccgkqLs4rm38fv455CDS4ZqZkCOtdtyi6AwGfMYUu+X3PDwD+BYGA7h74ahHBrw0G8pRHap+7H3tsBrxAjw8ow8JKKZFzZtqkhqka4zpY9N36rvUixzNCBRYL48KCFYbLPufcFbq2KGIiXSFexmGVYIfbfQ9/RoQU1NnOXWH39zbAZXOou1yHxWyTHmAiN4s9i8fCrAZ/eB3oGzepbpolJRe8Mkgp/h9peJnSIPCNdRoAyJIMRvvQ8LyMccAZ5PaJ4FJoa56FcPmMYyy3P+FSdzHhiziQf9yzJFNGDbMYpFvCHjxQUwqTw7ZDFZTGblWmYpUEj/d3nO7vOD888HB3y/nhSFkWKyUcnQbVCwNtxqElhV1GJqjLJnwhiqqX6RVfd8HHSHkQenwtxcNoBwCRsSJEaoAnSnRRJKiTZ+3L6mAgGjEZKIzqm6BZe9aNdQQcQFQ14vaZlCZynpinPXmSDkoUsR734mmjahZ/VEDWGqzz5rUOaod8KVnDJ9zjY2mEUyA9Up46SEWrWT8SueoGqCey8Syqw/hipDZtsdbssZPhEvMoJAMGqiNtS5pVNFUPqYjXnQDQlFCZaK1Q1jM/uv4xaCLJBGRg4qYeOOeVn04/pbWKnCs7FZ7ud7x5deDZ1Y7rXSbpmbLecTrecb8+8HItPF+U5wu8KMo9iWU3ca4Z1j3/0fxfcX1e+N4d/L33rjn/xVv8nfcOvHkN+5zYJSGTaCWzLJmHVbhfrqgPT7m/a/zy+cpffLTyZx+c+fHHyqcn+DZCSROad5B3pHRF2mXm/Y7Dfs9ud8VhPnCYdtbNrwwit7QaUqKbBNt0zL4fm4Fg4wm7F8DBWI61+VjBqe9XNTDQx9+hmoKnpdr89gyYFlyZyjxlenYV7hVUz14RAzySbc01v2bITHuWCDkP2d1cv/jjfaEyjNd/VWjz4ujgfvPsF7/q5m83mJTL8Ilf1AyJgLLxuVDzqX/Wcz06GDBAEJaRgwW19d+6wldGgyR/v5/hqzl+/UZFoYg37uIkCclDSYY7x9Khcmeedrd1KBHcbdoVv47FsIFlsYA0Urg8y8A8DckzEnJHqFuwgF9DxDqR4QOZctqOeVccsFHkggl39GJBRdx2+9m4XvOcfyumtF0gUKoh8YFKIOzCcFmnnB0g5eEWC0Sto65AqQ2k9jVq0REfW7/f4dI3j8A8zf1cEU7wb/dnstK1EdNrG/QJnmfZnyk6iXVvR2QQSCx0OgdA/TukTRgDs9yTmJs8qzIpzAEKVuV0Wjh+fGI5Hjne33E+PrCez5RloZzPFjOt7u6MJ1KhNDqjv2qmMZlyRFnxNrlufeLCKTacAUx7puaKE4VEGmu4ufhNMTgJtVwEz0wxa8CuoVYLAIg6AjaUbSPcaq/2p5MYyz9l3/TRJMU/WxN1tVz4UhKlKpoitczLBWM1/puCFTnCUi3dGrMURQfuEc4kvGsbwBtzJYI42O57U8YcOhQAEabZAJVWgZrQbD0atELRYoDXx1jcQurpYxL9EWJfWcdJ4xsZuFGssmJBKIoVgPJMDqOd2K56fviQbzy8xzvnaypWIbKROH028UnOvJoS+10ip4NxJvSGhvWk2K2NJyqkrFxNyrkKqyZ2cmABdBF++bEiy5n755/xs+/O/Ma3J77x7oGn1xNT2rEumft74e6k1FczD7+c+PTTO3766QM/+XTlZy+UTx4yx2rhgWl/A7sb2v6aq92b7HaZ68OBw/7AfndgP82kprRSWJZCrXlTF8XlZlRaJZkpECLXZ7JphAm0pwiKhKUfm3TIXVvrm9DBVhxIclniBp9v9laN8KoKWnSkNrv7vzqgVQ9rzfOOaZ6MT+DGwUAC+B4KGQPhho06FOHFi+PCe7C5c9l+qB9D1cv4GvTx+KKvbDZA/+YGrcvlGIpvsH4l/0rzX7ZqfMtN77/q0E0mn9TTF/0LfxXI+Zc4fv2iQ1hJ0ubKCzAikVhBGDDBES7xUJBjEQUTPn5GUaDH7HT/Al0Iqpc91Y31nS5jSeEK23oOmnhvgyjs0TkJEQ+n3wObv42gp44a9eKcNGP62qbYnkC7u6kRYGMw51G3hCW4DclQuSvjeZqssEyAgc4zsBxc68JnBM7aFYixsHtuugMq0+WBUm31WMcw52+gGzf/hjOBgnweTW+VeuhEHygcOth3dVgosYHF/1B1ReCLOamSWyMrTE2ZWiMVqw8wpZVf/ony83+6sJzPrEuj1RlaBj0MQOpWtm5XWYQzXFjVsvbKfgGo4rnRAXIZo0V4QHpIiSDGDsVsy9Mt2s24+Oqy8RdjzF+MYvAV0D63Md7BvwjFW1vrY9i9EPhci1JYvV2wFdNaa2PRwiKrCV1DbjYXTiQcxCu7p+xr1YialsJm8yXDc9XUUznNqovsByFkkvq5xGtB+JwjaG4Ut5jpVlO87xwkD/HlnCEL05QpwauJOdaEiLuLm6VztjSZN0at3XSiIVV5sf+AfZn44PpnFODchEUnSjPf0yTCrkGWSkoreVLS3Fil8dAa90W4X+B+geMinEri67dvkKc9qe4oVfjkRaWcVu7vCy/udnz39sA7b2cOu5l1nXh5q9w/VA4vlJ///MzHn5745YuFj+7hxbpjTTvSbiave/aHa9jtafOeJ9dPzCtwuGK3P7Cb9syALgtrq5QSwE4634TuoSsOBkzhSoAuzBsTc2VemDoM2MYl4N/sLVR7WCbY9IntPjChrLH3vPKottbXbBgKyAAlkq0fQfJaM+FWs8cJsDK2jga/IeTORj8MgTR22gVJYYtktp+La2z0+r9IvW6v5g494nJGNPRQYOy/boiGLsHf29xSvwm/jQ7I6V7hfo3+e2RdfHWA4NcHA0ksvLrNYdMNOgsLs1fSa2MiHMQMtJb6wLSNMLwAXttrx3+7sPVBU3osu3lJzo2PqSukhHaPxAWgiHCBxPlC6QeWawSO60PulrckpVoOHE03Ewa9elr38Gys76kre/dszBPzPLObRjXGaNlpVRe9wluplOi+ty6cy9IVnRZz8yaku2CjoI5qo1bL8zZuwOPoIBfhDxfB/TPxDGOp+hhodda/9NoBInRCYz+FyIWySWrEQFEPi9QKxdoLL6czy8ORUo586w9OLKcTi3sBtNVI3HdAalZIUWtXHJorFFOAhRizVle0gwHvl+HM+kjNk/i+0gVprLUpW6xeUWopA1yohwLyIFBmF8Q5GSs8RawW7WDEhrE6s9/gVHiFQKi1saxG2g2w2MdfTGFWz2CwTo06ejSwOgkwswU2tvadF4A4KDML0TIdFMkumP1atr/GHuiuyyRIDuzprufqt2faw9zSzUo8z0kQzd2a7CUmvPlUEoF94/qj99i/epu1VJ6cV87raqVpCc8A1t2QRkW9IqOVkxZLVSG1xL5e8Tuvfs88CZooGoV4exDG93eF1JDczMuCUlQozb5TaqKq8Jbc8N9u/4Yz5xO5NebjyuH9wvyicfejBDc79vuZponjWVmXSn2xI338d3h6Knx3Vb7WEisTVSaUibflGf+t8zVLecqL3df4jbWRpx1p2pEny8ZIamWMW1nJS+WDZ3cuV5waqFYd08BA7vtSmnl7LObvXQk8ZiMaLAAASwntctAmvit2hIs+IsnHDyu/dWFIRbExE/9GcLWOo4pM4sZMsyZju9n5AM53yW6cOKeBzV6OMKprXISRbdarAGPX3PoLxrr1d10J2GM56PDPfLEH4fNHGD7hWen6yV+PFu5bSRpE5dBJfezdoLq8uFr9CAd6F9eWuIN4zr8BMHDpXo4Xx689luEIsW0sNtOVnqLnisGkbOrxSxhKGpExwIkuaIMgGJduOuLbPbYi0sMDXaD3vzchAt1ccyswPW88uApDz7uAE5yNux2Cy3hnwBV1ZvaUsyv8mXmemdwLMM0T8zyRp5kp5+5RMcts3GN4BkpZWctKPh3hlGBJrOtCK4W1ODvYlVFOiTlncvJUvdqITpJdKYgt6FprBwSR6tY9In1YZViDW2s2AEyy/HHtljbdao7+5JNnCKTqaWXLyvm8UI5HyunI8vDAcjyxLpY6VrtFH+l7AVVMkDdaJ0D2TpFeFU1D5ah6brSVOk6uVA0kVSaxcr+ApUGFcAsmsyPZeAZ1dnwrqz2fxZk8tm2AIorqoBbFELIVcvJb6Zkz2PqQTQXOqnjaYGENMJCjgJCDaMPlRCvgppVSlKU2FiqrtA14Mf6F10Due1US3t9+K5q03xtiQL3Xe890yxBPQY0Kd+ai74jf5siFuTBCgonUoai1/57J2TwCglKf3nP35k9AJpa1cn88cv9w4risrGtDW2JtsDblLMqaQbPzN1qzRkSr9ZpokqnJFPqisFa6kkxYGEepNC00WWmyUllZtbIqVJ2p7KgyU9UK7Ew6k5mYJVsPCBaSHJmmM4epcZ0Th2lGBc66sGjh/LRwOleOB+G0y5yYWWVHlR1NLR10lxLkt1inzPMnvyDtb0i7G6bdgSnvyDSkrrTlSDk9IKJMajsghdLuVrmAp1hLkmGMCURfzKADNm09c8dIoXTZG97McBjEjrL1FylxXTJ2YnIKz4/fUzcmHLSu60qrjXzI7PcH6zoahUh6dg9Dt4Ynw1ZnT03+QiUYa4/+2MQrYaBcvDaWa//ekOl/1RF8qY0lv3Ez9O6HMNz/WxdCH8dxsc+p9Rh71439HN0rKQPpfEXHr190SIeg6BX7XAkQirRq72fdrcOwwokYvinJrQu+n2vjsu6XxRRXEsylFIs7BH6Y+3aWHgPvLtWNFyCAQFfhagjLANggN4YiHoSVcEm4x4MACXYzErZWpH/NO+bdjMwzaZ7Zzzv2+z27eba8bOc6JCdRbsMXvSCHI1dVa1Uq2bqfyTRZc6ecyfPC4m15S1nNYi3F6sRXS3sL/JREmHc7pjxZKd9m/R1abT3j43PVMdhskY0rK3ojBMEohH1U4Qpns80ISDXSWSuFuhTaeaGcjqzHk/EAzmfqstAWe4ZOqFPtFcoIHoNEeqKDhVJpNchQI8YYdr0kRZN5Fcy9bUqxNltDVuzHTVwXojY3ng+hmzXdCrUs1LJ4OpVYvwCvimcPbNdwOEBTo7VZHYJGbWCVDT0UlKTn4KO+rkXQFFaQopq81oXLfM/4j5hLZGg0TLbXmMq+nn0WU/KkgtTrN2TBXZGm5LUW/6wx82Mcs9ikWvjASyWDcT7EfpKahQ7hLbM1kcTqI1j2hldizJkpz0R+e/PvJVVShmlO7OpsrYm9ml5bq4Faxe9JqMkzbNTnISve7ABkQhCm1gDrRmRLKCOeTljR/ixJQxaodVTUhepzpi1hRYBg0SFTlAZn4Kik2wXJJ6B6aEqtu2QTVs2WaihKdY+Eld1tTKqoLNS2wrqgMtOYKJqtHkYyQZ3E5IZoRQhy5abxUJ8T2PDv+0YMhZ58HYTl3blQj5S7I8LPG31yceYuP+PfWMcbS8r2bDUOiCLM88z+sEdksvWR8+Ab9Cu5lzS5zvDzjM+YXBpKPNb7CC1dujbDdOPitfj7C8zdyzHsz6v9HkONb3X+uIoBHAs5p824yVDoMTcdMGh/QWMcN+McV4j0zb+SHPklj18fDHRlKpevK90aDLdNa3o5XJH2l7Lnzm5PKx0wJAcXA73RF5SBidSVROcXBOBgcw4Z8dX+070KG6DCULjh6h9W7bB0Ii7VNlYz4CDc0yaTWfu2yA/sD1fk/Z6827Pb7djvdm79p4tnjjhei7HEWbwXO9A+n7Kgkpix+GnKM2laWZeZvC4GCtJKXVdP6WrdnS0i7Jqy36m5nNWqXNWNJR9QN5B8zw5JsQHG+HX8rTXC4IRdMGGKOVyGrRbqcuL8cGR9eGB9OLIejwYCiuWgq7sS7XkNZav42gruiXuvqxoRrpRqhV68noP2NbRx8Su0ZC1cVfHiVzZ5Vgkve+EdyJM4dyORM8ZY93zu5jFZrQXRRs6JacpejEj78Bl4NUtrLOIY3pG+qHg4YePtIiUkqRX0ERPptbg7V6y2e1UjCKrncMkw+E2pynALE54uHa5TI996sRhxh0EPqfkzGgJ1r0/GMUsfY4jS0w4o/HxWXMkJu158yTI8HRCk6LeQmPIEE1QcvGoAPjEOQErs5kxtM0IjixEBczWOgIF7KyxciS2+6UJKopERhZyN8yCR1uiTkkQsMwfbV6rZFamz3ptStXjxJgOQ1pTJaynkHdU7ODZRqq4oK6pR08KzhzQZiVWqtbjGFXa2vTLR0LqySkXKAmlGZUb1TM2eYZTFyZYCzTMyYvx93U9iJZ6j4VZY8d0KCoUTnlffbylZBk0vlMOlIt9oqs1rGwt+s86jiem2WFWs/dqMIyPuKZ3nHa2NOhmavIV3zG8URdsanLq9qO+9DUCw6Q2D1NfU5lmGEbd5ooEGxoN87ojXL8dha/n3FMGeCu66I0IHcQl5PJ5bCOH8gm6UBol4BK/Hc3y1x5foWuhIM1yHjo5bat5daiiQQHj2RSwX1muTp4hXhkLcCKmw3mGrkIay1O6K2YCSji02XgVxrB8WolwWM6KDic+/FpcIyys5C7v6M3XPg5dinaaZ3bxjtzuw3+/Y7w8crq7YHw7k3Z48z700cx+/4Dn4g3ZPxPbZ4+H6IpUOqia7XSaNMHp4WQANYley8rKqlGYhhvOysuxWrg9XzHNGg1U+psr2eGxkHffSZPBigzga15Jq7spEYwZmEWtRWgp1XWnnE+f7e+5vX3G+u6ecTmhZXec73U6Hey/cbxEbjDGJsbIME3s/3IvqX4wx6vPtufPxPatvL0w5M6Xdxr1tIGmeJ3IW1MmWtRo/QCIVK2X3CARZdrNNY8x82povsVALTQaMiji7lXl1gOhrxGgDDZEMqbrl72EGoa9F6PLb9kizkFpKZhGP8fH96nshpygRrZ6NYkLICtN4uqE3QJLsjZxcKGXJvTiYyLBGQTf792IXe6gokZlMgU2ZaZrQbGAgqjgqjSZW91+S1Wi42u0sYVBgbXBuwQ5XKzzUF00AHbeLNZvnK8Y5GZ8mFpK9buPRVJx4Z8ApO4ciJ7PKm0BJSmn2vdqS58qHajdLPHmtA9+GxnpXc20nVVS8sqfXN5hTYifCrFaOOLVKqtbiWFJBWG1vZSFrsgZVYdcQlf+kA4JIY5UwKTT3z9p2CjDnizTSWCXWqeA8/c2g+txCn1/dCob+j73WtkXQ9OJMXqa8WVjUPaStRfZRIufZeDwaJtymSRFDH0R/jG1VvyHJXXIGBoqfzf1ubneE5MejPvrg42N7Nf38OxK/DwUf59xK2g4WbUD763F+2QzcJQyRfnYnFfwV9/rlji+RTWBHKK5+6KN/YSDP/t2wPEIuee2AzWe21nEf0EdzYhyBUXK4y7kN2o/NYieQPsORVxuu5/4Mm4puA3zYd5pG3NSG30qFzr0YyLTbs9vvORyuOByu2O8P5orfzeR5MgKXDOCjUeylhZD0Rc6oOyDbBbTxTHRfgdomySnT0kRO1l43SSOlhqaGpomW7VyZiQmzpJd1ZV1WlvPC1WFHKU8YVTbsCrEIk+LO6I2ruXuHBlShNWuu4ozuSRKTGjGwrQvtdKY+PFBub6l3d7TTEdbVwYONfxQ1UQdync9AlMdVaLUXy1EgeRzeGr8ZKaohFkKJ81x4dux+Ewbmpmnu3otaiikW8bDE2qh1taqbzZSVpcQlct5QsB3AiKceGu9OegpfbQrJvC+NAJrZPAcbqyfqT8Sab163okmyFrjuGVHBeTcG4rZAICymlLK7XH0+I7VWY37F0x3NJb+tp5DEKw8K4I1lAmi1ivELsrurAxDETXchGoLKXxI6cFb39uDpwLjiEa/26MMHaso4pUSaM0knI5XtbE2ql0THQURqMbbJKz4mViP3GJhvQtJEMhhNZcM/8oHVFkWyLOSjIbfUQZOEF8TCG2bpQkk+MQBYnf5GpWLfoUHzUI6ty7CEnWAqscrtv7k1Ui2kvPh4JLIKWeWigJWIbYss1rsjJbGeGCEJY80HGVmH/CjabL92Q0o7OddzQPy1SIcNWeXvBMGvCyrM+FCNABZN/CdOHXJMbb4NDEyUOrJM8mSFvhpGCG6xgDbu9O3RVaFe0gZ76MTHeYsENir6C3TX2AtbBfw5dXupuPzzg1B4QQYIFd7RuwzFtqlUaF9pfU3qF8iuLcDoKu+vwi1f8vj1CYT9JxbZxh1/YV1KL27TLYVu9dvDtK4Mh+YPgGQDurEwAuHJxhqJVDq/s4tUuD6AEeuSDuZUpHs2eotlDcfMpZVtqE1IeWKeZubdjt1uz2F/xW53YN7tmfcHpt2OebafPM2k7J350lCkwKhwF/fsr/Xf497B72mLE4diJpB8yujkI97DIjaIGnUJoD/DNE20WlmXheV84vQg3N/DuuxAJwIZj1myGzIA5rUQvKiOOHEzfs8oWcwrcEjKrOaWrUnJyUl2yYSiaqO0MgRMuLVjz4sz/X09RMpoLd7jopn1bymY01gr4g2I3B1tza9aX3firkjJUULZFGLz+GILL0A1l3U0CLLnziMt0gVLlAq1ZToAiClsTwfVRiKZG9vrTPSuja70bdG75e92WWvWya6pbFjcPjvuzU3NwEvUVBDi2Y2IWjx8Y7xBRYPqnxLgYb1WHZDBoFVH+mvIYAVqt0Qkah88FkQdYI+4bbh7A3BrEnsulDUXdj+bzVfg4xrWXGTemMcIqzRYrO3tWqvVDWhR0TI8lVGF1MoxW1Vrs7ijrbm5rh2YudWgWOhljLl24Lbdk/1fl2e21XQI5S5ktOdeiOuhIOMNj6Vs1kwCFR7SUz7KT/n+wzNSmhHn9gRmSTaMzlGxtRucgSxwvnbCayhdlwUBDjrzfmsM+X5uYk2kPLjUAVmPvbsMiiXStXsI3HDh488uApM3AVutJPa5VhbnUUw5s5t2TCmzivlULBYpSJpJWUzmREgvri8hE4esD5nX/9UIC2jnJZp+3WivjfLXeKaL1zaK/HNIYLvmNwre19QWXG+hh5pgZ5Qpdr0ZXKOem2hnsvVnLdtl83actxvBjy3mv8bxpQiEdhuXuY1btiddWY8Uw8ExcAXr32nudgw8oMS/PqD+PUPH5ta0jTDOqa4oQmgrSmrS4//iCr27wvwuOkkLIalY1zodZMFQHPNsbv/r62uub264urrm6nDNYX/FNO+sH3wyTRd4uvmzdQ4CDGG0seBGXGsofHk0nh2V+v11uSP0Qi0peSGlcP/RzH1Zw+Fnq32aJxOEtbCcVh7OR+7uZu7udpTlhmmKFJ9hcVq+r1U6E1Gy+pN6alJwA2b/2QnsBCY14NY0U/Yze23sakXWFV3PHFdxwtgAi70CojudW6RU1ubEI88cwLrN9dbYSSAntFk8eEqJKYe1TecRZDGrPm+8Vs0bFzVvn1qrzaIq3a0cKaCWNBDVA4eQBpPS6tZXa2qpcN7XIHms39ZBrEEd/AhcSZPcSxLWlO+XAIjhMVFBs7pwMECt4S0J2aUBNO0P8WqBNtQ69mCrfo92fW21e2eMT4GZn6II1UIa7r5rPr7J18kAAPa0AarAwKCth+RcFuX2jRP6tKBaydmcBZGKOU9eeEktxdLSaQuntXAqplTW6rU3qoVMjFw3k/NsQDklKl6IqVg55Bq9GrTSjEmJCqzFazQ0CwVUrT0f/nPaQDFre/OyBnL1f2KnJsG9LyOHIio6arJUR2velThTeKVvcJ8/I6fJ+EDRI8LXep5MJtk6psPHnKyeRXZiqHmX6Om7plyCk6NDaSLuPA1yrWwU7vgJQy3e2JhhBAk7vL0t1k82z2hrK8fjmYflbHI2J6Y8s9/tvNBZjKKlolpoLejHI0wcxkfzQd5azP0kGiHqUPxbxKrjITbnlD6BsJnGy7ndHr7vNle9HBxCa/vfWy+BQvBiAjMN3GEGRghf7fOkm1BC2pw31tpXd3xJAqGvlHaZW48Lz1DUYZl1F3lskD5n2i0lK7AScauhHAI6bJ0/sVgj1zlSGAklK5G/PDwRW4LW9lxCwMYo0gHi1d/m3cxhf+Dm5obrJ0+4uXnC1dU1827HnGdj5OeJJsm7wBnjfFgqzRnQdtVtLYVQ6v1fhlxpoTE0ECJ9cfQ7l8j6dosBi1VO80RjB91ytXsoq1UuC7LjPE+03cx6PrGcF158dseLp2eePXvKYbc3lrvvikz0ozfln1rzTm+V1BoZ2KXEfp7Z5cQsxmdI3a0tppynCZl3rPs9y/nAuhbKamV0WwGSItkAgVnGVleh1kqJtEGF7HUasns6zAVoCh6tRu4jyhwbsFCx70huPQUu1pC65SSCteMOb5OCJCvtC1Gzwe/XikiQuvsVNGW3LFvvBqgpIzI5C1o7SBxlvDdrAlP2eZpsP7gFKX2OY6na9bJafNvmHiOmhdC3yD85m/fMQgZiJD2Pt4eAbU7yi7VkrxvZVLJ3SBSswIkhXZTmil5dMQSAcgCwien3tRzeEOwZuhUeOemC/1gfEd3kz7dm6X9KMcu1WV0K60BZjUiJKRlvw0S0g844oMtWn0ANb9EqZI1wjKfXNSuLnWGzLze/aSgLe67h6Yx9GvIvZKI6cdfJi0K3VENONZ8zxHgFM8qehqhV15TmVUmZEJmMx1FXEO9w6MReUbX3hK44OrR28miUwRYHeRbiGUZHrCVxhdU9HqHXEJPTYA/S1AB0TDVeUthDZnkyUFZb4+7hyO3DPdNux+76mjlP7Oc9wmhzbD+e8hjn1OEZbK31ct89A0QGjylKLLdOmrZQyCO1vZG/j17mi37/vKoVlREV2gjwrX67BAKPzxUD6pMVv3YQGVZr7OeN3tzcdPOsnr+RbIKcUuRIuSVNdw3F++He67nnXIxXB0m6fWwN4SH9Mx139vHzAWhhRXHhotPN57s7xhVCQN0Lh1O4ob2efJ5m5v2e/X7P1dWVeQKurri6vmZ/uGK335PzZIvcBbUi3VVptRL8nnwxVh3u5m2qZYCdLRgwjOX35ylwaJCcNsCzs+QlAK7zJMUam8i8sViVwG7LJmwA1vzjsJtJItzd3fLRR3e0VnjnjTeZ510XJgll8tsVtRTHCecGABPKLsEhwZys+UsyyWjjnRJtmr1IS/JCOubyPemZdSmW2lgbScUkNJZ9EK5II15FfN1cwFYOtdKqCUQrXOIu6GpFZPBqdVkSu3miaGNdzgC9lLLFsaElSxnN2S2V1nyvmudg1eoEWC5BgM9huJajT2LzmhZWlnusi9qgeJhqS2gSn38LeQT6tzkUtAPCIcF8fjoR0FzNvRy4CDJPfU82TUgVT9scZwqwHIrNziUdmEUdigDvDS8egwxAH1ZYjD06iLwBflU7f6YLA7FSyWYJNlSrh3WUVNW1dnPAUhExit+kFn4xj5GHOxDrgIj0gk/qqaNarU5+dZBu4RLLxxffX1F8KazotBnnuGGVkFutz1Rv1e6bToJK7xK+uavGYtcQnQItkyX7nFthqAkLt00yQjja01U9LVOCKGtgNHySfVLbpfITxLx6KXILTIHmZMo/wpQCYz3KsMaHwbd5VqUbN1Fi2NZ5rNnkn/f4v2I8pWUlzTNJEvO8YzdbmCB0gHlPQ64ZWKytIe7ZKaV4dc5sxEyX8dItb3/yAA9aUZ0cdPMrjxFy0PH3X/GFx+76zVc33//cRbYf3wCsy4/o5rO62TsDWLT+xa86rRC+TNfC5EhAILWtMLQbirTAi3ifr4YLgl9HPj5x0jzDwP6O79kUx4CYsi1ltXHcWP3iCOICAV4gkHD/a/dEpJRI02wgYLdnf3XD1c0Tbm5uuLm54XA4sNvtmGdzO5pFNgR/pMmUEEjObI+FWEulVCOfWftc9WeSLqzhEjiGUEmbxblNgwrmaOcjiHS3XxJFkzAxXQinbSW5xQWjeJW7ed4xTxPalJcvbkkIexKHp8+Yp2xsaqw3ev8dtWYsIkyqFh5I1lkwq5GKultPcAUutJSZyJRaOC8Ly3mlLJYq1uVYDUujeUU+J0dN0SzHBayC1fP3cdPkoSDzINRiru/Jm/54oWwDCsVy6GWakCkZW1yssU94p8TBYqQH1dpYVxNE05S767ZGBgdWLz8sPbzYFRJejuZEVKytcPUwRChtwjJ2kOOKtjZvqhxgSISIMxjfTjoYiHLb0UEwwmmxzozjZuTKaES1tWxtDRmoStPszWNS3z9oeOACqXvdAaFb791iho3M0i7ltIGm7GGIhGbzSmgTN8xH/w2a9yiIfeBc/yyNnCzNMDtQHe5Uu2xyQp+Eg63VUXnSSXPheQxvpzWqCmHshkcIEFdOPezk42EWfwApXImaVyZSObNEiMS3q9ga70DEPS8iUKl4J43eE0MjvNOkF6maEGu97HMWMkI0AI7vCzdcknsmfEM5EdauHy53dOMy78+iffpiPSPibP9oWGe8DPX1pL4uY+2XamMh2cMe4g22nGOVJPSE9PCU3ZKDHqwOynI+I5KY1tL7ZODGAVFIDgs5t9ZYnSgtOff6FcRaeayFN8t088uvPmI/fsE5xot68fkLnccwkft6S1t94OEb14MRlry8UJgJGyL8V3B8idRCuhVhxUtcZesY4l44SLYPf+nqGOGgiF3GowG9+E2vkeUfbR6LXf1eXKGT+4ai30tcyBbYALdCmibm3Z7dbs+8v+JwuObqyRMO1zdcXd9wOFyz281extUEaGlqLWkDqeEEsRruK3whCFqD6FZZ14rqKFvbVIfVltJGiIyJDkEVBNiAOF3YtFgwGfUEc/HFnuKZUyZlYZotzUnIVhe+CUKGBnUppFTJeWI379DSePXilidpx9vzgd31gZwsS2DC0roSVlL2MCdSs0qC4R3ItZCKC17MqksSzXay1byfGvOc2c0Tu2lHTgvCauAniTXYqcX6nwvO+LeQgKn6qMRYe7VBETt3VPtz/WTWYFPSNLnFutLaCjRbOyLDBe5gs7bqYz7SrYIIW0pDs92DZQKMSnoq0TzHDmvrmz2joBjPQSNEUDyTxOc5pb6uPCPa3P5NqetKcSUkkkiTer6+m3ZhofrySSoeRklMkn2NVl8/4mvEFHHyGP5FmeJkDa3m/d72n4MdM/6b+8JMdCehV8ysVVlXpz4ascICFbX5eEsH66pi9RJEUFGqVBS3llulttXCa1k6WENbT1/MQRzOVhNCwTweqgboNoV4QqZkASswaRkFxnIPEiHueROiWFbBrOYWImUj/8wyH65ZSRECGOPYHNj4x4efZzPPJhVrf66EMrNw177Jz/W6Z8xY+9uM6IS0iVwzc0nkJdO7m3aDQYkusCGrc6SsOqiRvhrs8/YYrYMBU3R22qh1ouimbofJ2OocqDCyekaMWOXG2/aEf/LB7yAZlrLycPw+y7qSqpWJvpV3+PDhbXa7HffHxIefTdweXRW5MVGrh75c+QYIx9dASpZdYYRZA8Hrmrm7azx/qZzLwm6/541nb3D95Nq8gK6YQ+eYzJA+Nz4qj/DA9i/Z/Pfyt+1a+fzxeCFx+beMjwXf4HgSvvvNcnE/jyGBfsHd/nWOL5VNEDekj193NBAIbfve5261u2McZVe1XN5gHItcEDRUnKEaWj0Qqm/YYKVLSs4hqO52jpKcplR2uwNX19fcPH3K1fUT9ocrCwEcrpA8d8a9bjY2hFfCwICE0HZw0moUybBnbmrKKmrX11Y9Nc0tK0ZK0xYIuHHnsU4Tu90iic91F5oR31Sau+e2cWcvEJPE6nzvk6cumcBLJLRUal5AKjlNzNOO3HZE9TkpK1Ob2WfLxZ+TFTMxFybssnt8akOql+X1mL4kDLn7vZei5hntiH0xyzTBNJmlHR4b+9erUMhluKm5ok+SmKdI4/NUzzS5VyDwtKUmaTPiWcLc1yJipKUN416j54OXPQYTzFaISJCUyfNsm8SBpTVKdEvYLfrVrf/gv0TqX2tdzvgcJS8BLJ2f0LSY8mggqdpeaEFeG4I9agFG3/jOKO+7LPXeFjDirHRAMTxpyQmeFkZQBzCpKxNb87Xfu4198IJS51BspcCwJG1flOoV/1yQk5Ltm2probTVsxl0Q0DULiJiz4ivjyQZmRK7KKCkxcejeqxfqHhYozpBUEwG7NLEDN31XKobGCZ+sOqFODE2IbX1FtxxiNP5VWWTcaQjLCfJwyhbw8j3hCjDqxJGlK9XM2fZ84rfS/8hSkbdY0XKSJ6RPJPzzmuaTNYOvmeJqAEmEaZ5YvL6F1PKTDLWQ3ijNjYpnbfSmrWPVzWjQyIrZhRAk/hc2yjUjnh8EHKipht+8tHv83e/8UOUyv35zN3hgWVdmXYzb7zxBt/9buXb357Y7w48v0384Bc7/t5v3VKLeYciLNCaDtCWU5+/6utkShP73Y6bq2uur25Y18L7H37AP/vnf8bz00uePnmT3/72b/Pt736Xw+Gq1+foAFjptScia0JlqNcOGh7psS/wLUCX2dsPjBcu+CVI1xndggkR72BAEVIyj2UoWDMAt3tueD2+iuPXBwMbkkfUCNiM1faTnjq4Aa39He2M6u0gR4U5TamXxt2ino7SU7o4V4AGQXo4onXrw0IBu/2Oq8MVN0+e8OTpM548fcrh6pppt2eaZlKeaeKb3AXZCIUqqkGiG1ZYkBejr0LEb0IA11bdle2eAY1NpJ07vkVX4TFIyVjGSVJfGOHSxRXggGO2ehJKC3DrSinuNao+znmiTRNME5onNGVWwwtcTTPX8zUJ4c2rK57OiesM+5SYkudWE/nMwoxbP62hS0GLl/p1YSDuim6qLEthXVs8JKUYQBLBAdpMzpafnFwwVxeWKW1aU9dQKhGG8hhm8lSqGBHx8sCaqGsbmSZiBWRSnkypqhhYKCtrWVirIfDIs48KfirJgGIHe1uiKN0KLs3WnVXO89CRK0h1L0MSo6ZdZre4NemMKakhmXzOoQMjYax9q+vvniMdxbC6DFLdWMiM7BBfN53om5Mrj+yhBVAnX9ViHBPL2nCAJgNw2efU94ZdozFS/mq15w/MID0B3qocUqu5/j2UpJpArJdGTlyMgwT4kMTOGfmCkFOlVKF6FoBZd55ZpNU+Jx7aEbEwljSkrzLzlkxZB6nOvU7aiWLhBlf/SWga+121myVkRpZF1HsKcqVqZOFsn0sdEPgGpvTMA3XPVe/rIMmzdqxCYheufo8pJSZpHipScmpMLlsinLvNwhpS1IjGOONFdRP6CBnsgEObETa3a1NSp/DZvpzFjRvzfqiuoIUkjSnBYTdxtZ857GYzCLJ7tLLty1VB8LopmTGWCasn0SprseZjp6ac84SuZ8JXp21hXU6cjvfsDhO1nu3aE0iNMK/pM5p7YzdAdpAw6c8+9NyvULwywn1dqF/8KgwY5nPdN6WDiCCvSHwpzrEBkjFvF/fyNwAGIqZnpJ3mAyAOiAbqaYEgiceR8WyPshDifZOrzibdCDVbBIIk+Iv3r/nsYWbwA+K69mMWTCiMzDTPzLuZ/X7PYVMVcLefyLkhcgZZCKrclrXatgsh0sm0z5sDmJGvG2AgctM7OOithsPq8YXogi6Uegi7sLoGqSvc4ZvwTN+IXIy9udF9fDvwd8RfCmVVypoo5x3r6ZpySvzly5lzSjy9esqUMs/XiQ/uZ/aTKYccZ1a9qD+vLdHKhJZdzwUO7wzZtmXRxlosXQ+39td15bwcWNdKLe5F8Ra8pRbKJqUr2vhqlDCVIMhFtT5fOxdKwAVkazRPRZTN6xF+0Tas17UWBwzSaxekjWWkYTXopubBZk7DNdzBSBkCMrwH0oUL43Vf+dGHHtwNHnMNDursue0LurHo46ROkBLhg/PbvHX4sBPPRlovXajJdmemZI2CplEq2FodW5wd8JBCNl6KK6rW8AZR4UEbHKLmlpv7wfr+6nJAjQsxJ7P2czLyo4oizWPcuMJWPK3OgEtKUezI9smajYeyFmtSpMXDcZ1FPvaspc0a9yD1TAX7VPbQSVj5ORS6C+LWTFALgxzZPAkhXOZRJMuUibiCtfHsrvgotBVeA4lQjSkDUUWSz08Cd6hgXSWrgUCVnm5NV/DBH4nMAr+28yfo4GHMU6zGkHmRXUOIpfGPrxfzRCk2bj211XVVePKsoJQpvUbqWSOxTqbJa7LkiSAD2zNEJ1uXehH+dTlpXiBXqq1SlzOn45m72jg/HFnOC7vdjrKuHA57njx9wvX1NXNkHf2KY+wGvXyxK++LF3/lSTTwHBCu/rHXuo+3z8P2y1vuXbw2svBknPLiHgOk/erb+rLHl6gzEIJsI5xlKCfd3GDEG7tbkqHAceEawqFX54uTqC+0cGmJ8J13Ft64qfSUQo0NHgxli1Hv9wee3Nxw8+Qpz954g5ubG68KOLsXYELBFZDG5S4FffTjJtC/CcYQBCEcLCVJuPAG1I3yh64wbDNsFUhYG2H54e5f51uEBeZrJqVohZs6Y9wEhHQlrGwEE87CL4pW0KKUVannSj0XyqlQTivzXeb3v5v41jsHDvPMvhWmcjTF33PrbVxS6F81dC7Ne8hryHilaDMCIMYybg4CIFkFxPPK6jH/JBltiVKU87lwf7zjuJzNZe/rqqlVB1xLtfHJTjiKXPkGrTSvtRDpUnaPlqVQoYdqgkRm4K1JZaVQxVzCphgnq5lPuiBJtQB3eI36rgiHKz7W90VnTQezMWdBDNym+Um2GLgBqsgQSCP1ywFfMKSt3sboiRCuwqbKN/c/5oZ7JzJuQPpmPRPjFgpTfI5CAbqnS2JtuVCzcWge3vd8/apmeeds4Kq7cAUkullm1E08VbPE5hwFglJPCZOUkOZs/+iP4ByPPGXmydLrmmfbWHObyloSkiqsBjzMKxNetGC221z0TCDTksNj5/JmcpkWWQ4BAnuoMkA7gqTWOTwhj3pmh1jqlxkLQmsRpzZQZ/1XopNl8E3Eyc2eTtj3uoFiyxqohOk6ql4Oo4yQV3FTPt6hmkymXmY3RQG28IYKoXic1MfGCEoJ1Uota1eANPU0x4xMs7my/bMiqadbR7x+8j0mYlkURh60dFK89kNUwRTEZap5Zq1+SvUy5wunh3uODyfuXt1yf3fP4eoKFeHp0ydcPbnm5ukTnj59Qs6+/h5rThkG+lBPm089AkeXn3v0V3zUAYxgoHAo/8cnkfHV/usj5R5GBoo6mB23FAyjrw4NfIlsAitraoI6YtlxY8PsCddaREm2HIL4rI2P+oJmfE5i0TJWICCpcXNVe/c4u5/MPBkAuLq64ebmCU+fPOPpk2dcX19zuLKUwGmaHF3ZkJbWqHVkB4Ri1taoNXXLPYBAreoMbAMDWunuUa3b6nXraKcbSoSN92ADAmICTakHsJJunXSHhw9DDgvOm9hYqRJxSxKzCJILCKwegFlKK1pXdF1o65k6nWjTiTaf0cNK+Xbmz358zQe/MItfKlBsAZsgsrVctfV7sXDH7CS8UL74GFiHuWCMWxlaIwBWdaZ/a4inRqkqZS2czmcejjec18UAjcf0YQirsIB6t8LWen7y5J6MqENhN+TCvLUO6IzUpv1+g6ilbr6PmhQyQl3+4Nv+D8H/CATbgjipg3Xe5zdCGmJrrXal2vo1A8RYqtSwUI1tbevR1r5XWQzPgCtMRTtg6ddm7B8uXgdR4Qcvvs+xvmHu2bg/Yn7p99MlW4yJgyPjw9A9F1E7QPu1w8uxySyKKoMSrng6Gu+x7c5zUF/74TVzW6ttwJnXdbD0Xnfbw7A2A5S5PLY96WGeDUFta6lJKLOtly3kUR8ZvdzTDLll8y8MQ6BdfC42UoyRQlegEvsmlHAXBC4hu/cqQEtI142x1eUK4zz+b/I6FeGJsrHZyqWY6s3YbdZTT5GNzpbuQZOUyPNEnicqMzfXZ/KUKM3AWWsWXsk5s9sZ9wEdHVrDo9uSklJGs4I6QVUELb5vW6PVlbqeWc4nlvOJdTmBZNZ1hZcvjDcyTVw9ufGGcXtE0iZUK2NJf9Gxkc9h4P5KdavjHcdP25c2enqbESCP3yQgyDbrTkPBKpvshZFlEcTnv8FsgoQkI+dtnoNwgpjraOPmvLD6fcGF4RDCghDC47VgOpuDLfJZjZkzTbMDACON3Nw84ebmqYOAJ1YdcJqMfJbMMqhu8UdNgLpxi/XN2jYC1UMDrVZqXT0dyAsCN0uDCwVjltRoaBPnBr9/VwKfG88QkG55dOmYxrh1ea4+rkrP87YCA+P7ST3GTyO1AuVMXU+09YyuCywn0rIgdSFJIc3Kv/V3z/y7f1itAMu6wLmga7jXTSA0lLW1YY2ruY3naWI3We0FWlR3W2larXjTNCHTTM4TKWWqKuuyUtcCDbJk1NOGbu/u+OzlCx5OR29Zm7tSVTVrU8QUzrKunM9n1lK6UDscDuz2M5Oz7M3V7fNXVuuauBZKWWzsNWL/tnKbZKK57XaGfFGCiKWRds7MJjSCom2xNeMguCvCNHoPAF15GXciCKWjwlxyMGDEO8zFKeIxfLuGeQacaU+sNd2EiNyCdYWwkW19f2VJ/ObLF7xcnnERH9bwCgyyoOK8C8LFjHkBigt5twBLeNs2HkN7L7gfDaR5lUFn7LtSdlWKoNRaDARkGVkPaXAPtGqv6dHUwX2AAVWMpJm7hR4AJ2RIbZH2G3U33EvQwltnoPrSaxAoPbCLC+5H1mZ49+Jz4WnsbcldRqqG1YhnNyQHLLJZPwEwvKxY8vboKUpxO9ciFAZxL5uwkrMZB3nU+TydAOmfCk9lPP9m7DqR1TVdc65NC43qQGCaZ9JsLdb/4GsfstvNlHPtZNjsnrcIEcS8xJqyAmEKkjv4y50vE+nEtYOSkNsBqM6nhaUUVlXyvCPv9giZadqZDqjRE8b3toZctWGK4dhS8jos/pWAYKP9N78+gggxep97Lf422aqjrsTnPps6OI6XNMjJX3hf/3LHrx8mABBnpKbx5F2h4Y8X6zAAgQ5LW/vwbuLiW4ts83fPxSc2vi2ow9UVb775Fm+99TbPnr7BzfVTrq6uOOyvyNPOGPOYtRffreokr6a92Y1ZB1bOdAhCLyMcQr8Vy01XV/xaoZl1Uqu1tsUXpaXClLFIwdxqIiGf7ck3iD0GyHKwLcoojZ6rC/T4dTeiwg4RhqtZTWCKqjUAqhWtCyxH2vlIW85GsikrkzZ2Caak7CbYZasPULWgWL71CHWIuf21OeUKUGGaUs8pFvdxe8TU4sCTWQkkjwvGhu7x6ECFbv3lxDxP7NoOKZW1RoW6DQdDrGBPWT1dz9nuRn7LzNNshKNGd02WEPylUGux8JZLn+EZSDTxTPZulSaPacYMWUZDqVFgqm0sV0ZtiG6RMZ47gEDfxSP8M7wMIfzp6xCUZP2F+72a4NjuuSENeogkAHYaAkhDsSTpCuX3v/4RIh8PwepAGCd4WoEXd3XTutBuatbeei6UimePJJalWJU/Se6lSUieEO+g2IJENsFusvRZrY11WQHPdFHLOJkyzHPq/YyS97eQ5mCg2rPXpqy1sHQr39zVUQrXxh3PIKgstbCWlXVdKG31eZ5R6PyVUMAR3iNtSmV3EOLCuI//UMI5uyGjeKZKEE5NCDQNlr6NZwVWPKshAGiKQkWWLZOTpePOefJGSRN5yoO8tzmndDAEVSMVW7oHJ4o1YbjpQikHJIvqsQ0lOK0JB/21spaz7U+x+d9fH5gOO/JuJu92XD97CvOMLOcRfnCvhhkHqa//3dT45OXEf/pPnvZQLerZK5K6UdbUDLNlWTifTxxPJ87nM6VYWGRdixkSCqTMzfmGj8/v8PMXb5Gn2YFNGFJd9PZYfHhsB6i6BNK/jtr91YCBC33YX48/RfuVv/gUwzMU5ytV+P3fWr9SNCD6VfoZXh+vj9fH6+P18fp4ffz/3JH+xR95fbw+Xh+vj9fH6+P18f/Px2sw8Pp4fbw+Xh+vj9fH3/LjNRh4fbw+Xh+vj9fH6+Nv+fEaDLw+Xh+vj9fH6+P18bf8eA0GXh+vj9fH6+P18fr4W368BgOvj9fH6+P18fp4ffwtP16DgdfH6+P18fp4fbw+/pYfr8HA6+P18fp4fbw+Xh9/y4/XYOD18fp4fbw+Xh+vj7/lx/8HbgU4nCwh4mAAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "print(inputs[0].shape, dets.boxes[0].shape)\n", "imshow_bboxes(inputs[0], dets.boxes[0], dets.scores[0], dets.class_ids[0])" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3.10.8 ('vis4d')", "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": "3.10.8" }, "vscode": { "interpreter": { "hash": "8a7b97dc50f087d28fa11186d932973d2d4b06a79ca606b84277a179bb90937d" } } }, "nbformat": 4, "nbformat_minor": 4 }