From 3dda461500f2d0dbe32679bc091b2e479f968a73 Mon Sep 17 00:00:00 2001 From: "Cano-Muniz, Santiago" Date: Sun, 4 May 2025 14:36:47 +0200 Subject: [PATCH 1/9] Add 2D image restoration tutorial with Restormer Introduce a tutorial demonstrating 2D image restoration using the MONAI Restormer model. This notebook covers setting up the environment, loading data, initializing a small Restormer model configuration, training with SSIMLoss, and visualizing the restoration results on noisy images. --- 2d_regression/image_restoration.ipynb | 635 ++++++++++++++++++++++++++ 1 file changed, 635 insertions(+) create mode 100644 2d_regression/image_restoration.ipynb diff --git a/2d_regression/image_restoration.ipynb b/2d_regression/image_restoration.ipynb new file mode 100644 index 000000000..0dc93b74f --- /dev/null +++ b/2d_regression/image_restoration.ipynb @@ -0,0 +1,635 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": { + "id": "DpAWjuE0zX__" + }, + "source": [ + "Copyright (c) MONAI Consortium \n", + "Licensed under the Apache License, Version 2.0 (the \"License\"); \n", + "you may not use this file except in compliance with the License. \n", + "You may obtain a copy of the License at \n", + "    http://www.apache.org/licenses/LICENSE-2.0 \n", + "Unless required by applicable law or agreed to in writing, software \n", + "distributed under the License is distributed on an \"AS IS\" BASIS, \n", + "WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. \n", + "See the License for the specific language governing permissions and \n", + "limitations under the License.\n", + "\n", + "# Image Restoration with Restormer in MONAI\n", + "\n", + "## Introduction\n", + "\n", + "Image restoration is the process of reconstructing a high-quality image by removing degradations (e.g., noise, blur, movement) from a degraded image. Imperfections frequently manifest as speckle, streaks, intensity variations across the image, or motion blur, all of which can mask vital clues. Image restoration aims to remove these imperfections and enhance the image's visual quality and information content. In fields like medical imaging, the ability to refine visual data via restoration is of paramount importance, as enhancing clarity and information content directly impacts the reliability of diagnoses and subsequent treatment planning. \n", + "\n", + "In recent years, data-driven Deep Learning architectures are setting the new benchmark in image restoration, leveraging vast datasets to learn complex patterns, significantly outpacing conventional restoration techniques in performance. A key innovation driving this progress comes from the Transformer architecture, due to its capacity for capturing long-range dependencies. \n", + "\n", + "Building on this foundation, models like Restormer demonstrate how Transformer-based designs can be effectively adapted to understand and reconstruct complex image details during restoration. The Restormer implements a computationally efficient channel attention to tackle image restoration, achieving state-of-the-art performance. Thus, we will leverage this model from the MONAI framework to demonstrate its capabilities in image restoration.\n", + "\n", + "\n", + "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Project-MONAI/tutorials/blob/main/2d_registration/image_restoration.ipynb)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "lI6G5tLMzqUM" + }, + "source": [ + "## Setup environment\n", + "\n", + "We will install the latest `dev` branch of MONAI where the Restormer is available. Also, we use `pip install` with the `BUILD_MONAI=1` flag. This will fetch the most recent source code from the MONAI repository's development branch, build MONAI's C++/CUDA extensions, and install the package.\n", + "\n", + "Setting `env BUILD_MONAI=1` ensures that when calling the relevant Python modules, MONAI will prefer those extensions instead of the PyTorch/Python native implementations.\n", + "\n", + "(The compilation may take a few to 10+ minutes.)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "7qsy3BznrPsT", + "outputId": "50977b31-1da3-4e53-ff34-dd1a8ddfa9e6" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "env: BUILD_MONAI=1\n" + ] + } + ], + "source": [ + "%env BUILD_MONAI=1\n", + "!python -c \"import monai\" || pip install -q git+https://github.com/Project-MONAI/MONAI@dev#egg=monai[all]\n" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "HSGmeSK8zy4C" + }, + "source": [ + "## Setup imports" + ] + }, + { + "cell_type": "code", + "execution_count": 69, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "9a4y9P06TzmR", + "outputId": "fed609e0-8c23-409f-fb9b-7e1f838d46f1" + }, + "outputs": [], + "source": [ + "from monai.utils import set_determinism, first\n", + "from monai.transforms import (\n", + " EnsureChannelFirstD,\n", + " Compose,\n", + " LoadImageD,\n", + " ScaleIntensityd,\n", + " RandGaussianNoiseD, \n", + " RandGaussianSmoothD, \n", + " RandAdjustContrastD, \n", + ")\n", + "import numpy as np\n", + "from monai.data import DataLoader, Dataset, CacheDataset\n", + "from monai.config import print_config\n", + "from monai.networks.nets.restormer import Restormer\n", + "from monai.apps import MedNISTDataset\n", + "\n", + "import numpy as np\n", + "import torch\n", + "from monai.losses import SSIMLoss\n", + "import matplotlib.pyplot as plt\n", + "import os\n", + "import tempfile\n", + "\n", + "from tqdm.notebook import tqdm\n", + "\n", + "\n", + "#print_config()\n", + "#set_determinism(42)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "IEdRdq0NUQj_" + }, + "source": [ + "# Construct Pairwise Training Inputs for Restoration\n", + "\n", + "We use the `MedNISTDataset` object to download and unzip the actual data files. We select the hand X-ray class for this demonstration.\n", + "\n", + "To create training pairs suitable for an image restoration task, we structure our data dictionaries with two keys: `\"fixed_hand\"` and `\"moving_hand\"`. Initially, both keys point to the same clean hand X-ray image path.\n", + "\n", + "During the data loading and transformation pipeline:\n", + "1. The `\"fixed_hand\"` image serves as the clean, high-quality target image.\n", + "2. The `\"moving_hand\"` image, initially identical to the fixed one, undergoes a series of **random synthetic degradations**. For this small example, we apply common degradations like Gaussian noise and Gaussian blur (smoothing) specifically to the `\"moving_hand\"`. This simulates realistic scenarios where images might be corrupted by sensor noise, motion blur, or varying acquisition settings." + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "H9KlURISUxcr", + "outputId": "51492daa-0cc9-41d2-b71f-d0ee4b117da9" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmp6u_jdwfp\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "MedNIST.tar.gz: 59.0MB [00:07, 8.31MB/s] " + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2025-05-04 13:46:26,951 - INFO - Downloaded: /var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmp6u_jdwfp/MedNIST.tar.gz\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2025-05-04 13:46:27,097 - INFO - Verified 'MedNIST.tar.gz', md5: 0bc7306e7427e00ad1c5526a6677552d.\n", + "2025-05-04 13:46:27,098 - INFO - Writing into directory: /var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmp6u_jdwfp.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Loading dataset: 100%|██████████| 47164/47164 [00:00<00:00, 274128.10it/s]" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + " first training items: [{'fixed_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmp6u_jdwfp/MedNIST/Hand/001727.jpeg', 'moving_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmp6u_jdwfp/MedNIST/Hand/001727.jpeg'}, {'fixed_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmp6u_jdwfp/MedNIST/Hand/009015.jpeg', 'moving_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmp6u_jdwfp/MedNIST/Hand/009015.jpeg'}, {'fixed_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmp6u_jdwfp/MedNIST/Hand/007610.jpeg', 'moving_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmp6u_jdwfp/MedNIST/Hand/007610.jpeg'}]\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\n" + ] + } + ], + "source": [ + "directory = os.environ.get(\"MONAI_DATA_DIRECTORY\")\n", + "if directory is not None:\n", + " os.makedirs(directory, exist_ok=True)\n", + "root_dir = tempfile.mkdtemp() if directory is None else directory\n", + "print(root_dir)\n", + "\n", + "train_data = MedNISTDataset(root_dir=root_dir, section=\"training\", download=True, transform=None)\n", + "training_datadict = [\n", + " {\"fixed_hand\": item[\"image\"], \"moving_hand\": item[\"image\"]}\n", + " for item in train_data.data\n", + " if item[\"label\"] == 4 # label 4 is for xray hands\n", + "]\n", + "print(\"\\n first training items: \", training_datadict[:3])" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": { + "id": "QZJCeerKTu3s" + }, + "outputs": [], + "source": [ + "img_keys = [\"fixed_hand\", \"moving_hand\"]\n", + "degradation_key = \"moving_hand\"\n", + "\n", + "\n", + "train_transforms = Compose(\n", + " [\n", + " LoadImageD(keys=img_keys),\n", + " EnsureChannelFirstD(keys=img_keys),\n", + " ScaleIntensityd(keys=img_keys),\n", + " RandGaussianNoiseD(keys=[degradation_key], prob=0.5, std=0.1),\n", + " RandGaussianSmoothD(keys=[degradation_key], prob=0.5, sigma_x=(0.5, 1.5), sigma_y=(0.5, 1.5)),\n", + " ScaleIntensityd(keys=img_keys),\n", + " ]\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "vUKGXidL2ViQ" + }, + "source": [ + "## Visualisation of the training pairs" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 402 + }, + "id": "LzFV9LY8VXy1", + "outputId": "1444374e-0f51-4485-8ff8-4e1879fc03a4" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "moving_image shape: torch.Size([64, 64])\n", + "fixed_image shape: torch.Size([64, 64])\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "check_ds = Dataset(data=training_datadict, transform=train_transforms)\n", + "check_loader = DataLoader(check_ds, batch_size=1, shuffle=True)\n", + "check_data = first(check_loader)\n", + "fixed_image = check_data[\"fixed_hand\"][0][0]\n", + "moving_image = check_data[\"moving_hand\"][0][0]\n", + "\n", + "print(f\"moving_image shape: {moving_image.shape}\")\n", + "print(f\"fixed_image shape: {fixed_image.shape}\")\n", + "\n", + "plt.figure(\"check\", (12, 6))\n", + "plt.subplot(1, 2, 1)\n", + "plt.title(\"moving_image\")\n", + "plt.imshow(moving_image, cmap=\"gray\")\n", + "plt.subplot(1, 2, 2)\n", + "plt.title(\"fixed_image\")\n", + "plt.imshow(fixed_image, cmap=\"gray\")\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "nwO0Q3Hg2hOJ" + }, + "source": [ + "## Create the training pipelines\n", + "\n", + "We use a `CacheDataset` to capture the training pairs and accelerate the training process. The MedNISTDataset provides pairs of \"moving\" and \"fixed\" images. For demonstration purposes, we treat this as an image restoration problem: the \"moving\" image is a degraded version of the \"fixed\" reference image (e.g., due to simulated movement or noise). The goal is to restore the moving image to match the fixed image.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "DjSwFJJvW7Qc", + "outputId": "d81e0f01-4ec7-4cd4-bd7f-645a1f5dfc9f" + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Loading dataset: 100%|██████████| 1000/1000 [00:00<00:00, 1121.06it/s]\n" + ] + } + ], + "source": [ + "train_ds = CacheDataset(data=training_datadict[:1000], transform=train_transforms, cache_rate=1.0, num_workers=0)\n", + "train_loader = DataLoader(train_ds, batch_size=16, shuffle=True, num_workers=0)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "gx6GD9X_shGO" + }, + "source": [ + "## Model and Training\n", + "\n", + "Now, let's initialize the Restormer model and train it to restore the noisy images. Since this is just a tutorial, we will initialize a small Restormer model with a small size configuration for quick experimentation: \n", + "\n", + "- `dim=32`: the embedding dimension (feature width) at the first stage.\n", + "- `num_blocks=[2, 2]`: 2 encoder and 2 decoder blocks.\n", + "- `num_heads=[2, 2]`: 2 attention heads at each stage.\n", + "- `refinement=1`: 1 refinement block at the bottleneck.\n", + "\n", + "When training image restoration models, common regression losses include `MSELoss`, `PSNRLoss`, and `SSIMLoss`. Here, we use `SSIMLoss` because it encourages the model to focus on matching the structural similarity (shape and details) of the hands, rather than just restoring absolute pixel values.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 70, + "metadata": { + "id": "zHAj8nuHXG-D", + "outputId": "462d37f3-b59e-4d88-ca18-60224f69076d" + }, + "outputs": [], + "source": [ + "if torch.cuda.is_available():\n", + " device = torch.device(\"cuda:0\")\n", + "elif torch.backends.mps.is_available():\n", + " device = torch.device(\"mps\")\n", + "else:\n", + " device = torch.device(\"cpu\")\n", + " \n", + "model = Restormer(\n", + " spatial_dims=2,\n", + " in_channels=1,\n", + " out_channels=1,\n", + " dim=32,\n", + " num_blocks=[2, 2],\n", + " heads=[2, 2],\n", + " num_refinement_blocks=1,\n", + ").to(device)\n", + "image_loss = SSIMLoss(spatial_dims=2, data_range=1.0)\n", + "optimizer = torch.optim.Adam(model.parameters(), 1e-5)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "0a7hoesI29m4" + }, + "source": [ + "## The training loops" + ] + }, + { + "cell_type": "code", + "execution_count": 72, + "metadata": { + "id": "eyiL4ccmYsjt" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'Epoch': 1, 'Avg Epoch Loss': '0.6833'}\n", + "{'Epoch': 2, 'Avg Epoch Loss': '0.6229'}\n", + "{'Epoch': 3, 'Avg Epoch Loss': '0.5841'}\n", + "{'Epoch': 4, 'Avg Epoch Loss': '0.5568'}\n", + "{'Epoch': 5, 'Avg Epoch Loss': '0.5391'}\n", + "{'Epoch': 6, 'Avg Epoch Loss': '0.5246'}\n", + "{'Epoch': 7, 'Avg Epoch Loss': '0.5123'}\n", + "{'Epoch': 8, 'Avg Epoch Loss': '0.5007'}\n", + "{'Epoch': 9, 'Avg Epoch Loss': '0.4917'}\n", + "{'Epoch': 10, 'Avg Epoch Loss': '0.4799'}\n", + "{'Epoch': 11, 'Avg Epoch Loss': '0.4702'}\n", + "{'Epoch': 12, 'Avg Epoch Loss': '0.4574'}\n", + "{'Epoch': 13, 'Avg Epoch Loss': '0.4454'}\n", + "{'Epoch': 14, 'Avg Epoch Loss': '0.4314'}\n", + "{'Epoch': 15, 'Avg Epoch Loss': '0.4118'}\n", + "{'Epoch': 16, 'Avg Epoch Loss': '0.3839'}\n", + "{'Epoch': 17, 'Avg Epoch Loss': '0.3408'}\n", + "{'Epoch': 18, 'Avg Epoch Loss': '0.2824'}\n", + "{'Epoch': 19, 'Avg Epoch Loss': '0.2239'}\n", + "{'Epoch': 20, 'Avg Epoch Loss': '0.1965'}\n" + ] + } + ], + "source": [ + "max_epochs = 20\n", + "epoch_loss_values = []\n", + "\n", + "\n", + "for epoch in range(max_epochs):\n", + " model.train()\n", + " epoch_loss, step = 0, 0\n", + "\n", + " # No inner tqdm bar here\n", + " for batch_data in train_loader:\n", + " step += 1\n", + " optimizer.zero_grad()\n", + "\n", + " moving = batch_data[\"moving_hand\"].to(device)\n", + " fixed = batch_data[\"fixed_hand\"].to(device)\n", + " pred_image = model(moving)\n", + " pred_image=torch.sigmoid(pred_image)\n", + "\n", + " loss = image_loss(input=pred_image, target=fixed)\n", + " loss.backward()\n", + " optimizer.step()\n", + " current_loss = loss.item()\n", + " epoch_loss += current_loss\n", + "\n", + " epoch_loss /= step\n", + " epoch_loss_values.append(epoch_loss)\n", + "\n", + " # Update the outer bar's postfix with the final average epoch loss\n", + " print({\"Epoch\": epoch + 1, \"Avg Epoch Loss\": f\"{epoch_loss:.4f}\"})\n" + ] + }, + { + "cell_type": "code", + "execution_count": 73, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 282 + }, + "id": "hZYvG_oE32-9", + "outputId": "354e2e53-85ae-4d48-a388-6206bc16e3f9" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 73, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "%matplotlib inline\n", + "plt.plot(epoch_loss_values)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "dEfFYtwgqy6i" + }, + "source": [ + "# Visualise some validation results\n", + "This section creates a set of previously unseen pairs of moving vs fixed hands,\n", + "and use the network to predict the transformation between each pair." + ] + }, + { + "cell_type": "code", + "execution_count": 76, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "Qgxi6nsQn1om", + "outputId": "5c58700b-39c5-4435-a0b1-2d776e46c46b" + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Loading dataset: 100%|██████████| 500/500 [00:00<00:00, 1155.66it/s]\n" + ] + } + ], + "source": [ + "val_ds = CacheDataset(data=training_datadict[2000:2500], transform=train_transforms, cache_rate=1.0, num_workers=0)\n", + "val_loader = DataLoader(val_ds, batch_size=16, num_workers=0)\n", + "model.eval() # Set model to evaluation mode\n", + "\n", + "with torch.no_grad(): # Disable gradient calculation for inference\n", + " for batch_data in val_loader:\n", + " moving = batch_data[\"moving_hand\"].to(device)\n", + " fixed = batch_data[\"fixed_hand\"].to(device)\n", + " # Pass only the moving image, consistent with training\n", + " pred_image = model(moving)\n", + " pred_image = torch.sigmoid(pred_image)\n", + " break # Process only the first batch for visualization\n", + "\n", + "fixed_image = fixed.detach().cpu().numpy()[:, 0]\n", + "moving_image = moving.detach().cpu().numpy()[:, 0]\n", + "pred_image = pred_image.detach().cpu().numpy()[:, 0]" + ] + }, + { + "cell_type": "code", + "execution_count": 77, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 591 + }, + "id": "Sz-lwwv-oIZ6", + "outputId": "b6583ea8-f5e8-418b-f369-ba8dcc851ffe" + }, + "outputs": [ + { + "data": { + "image/png": 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udrObrazcXXYu94VccmI4n/zkJw8zyf7kT/5k+E+zXbDMxtqL2iDMpsu3vvWt2WaIXHGaBayZSHLJIXJRuqBjWvuPXAXXve51zzGodtm5RG3VWSW9a41DY1m+BZDlLhY4b+kTX/va1wZg4OCspU+orX3wgx8cwH+NfcpA30aVcRUiBurDH/7wwDyJNUaibtEYJo9Sa7/V8+l9X+Yyl1lX+bZMBsdb3/rWsx/84Ac7xDIpUd5LX/rSAQ0y7VoicCW/7Pve976BOdFxrfFOLSLLWm5AJRdE1JkUE7JZIpQcmTrVTUyxoLJ/+tOfHmJWEHW6aCHrOLnmNB1dz5rRvV3OOyJwrr73vOc9b/Znf/ZnA6P5lKc8ZQAdKCilABDje+KJJ1bbi/ryZz7zmdn//u//7vB/iaVZtWBhev/Rd039dpFrRKkJ3vjGNw5xlojiLUmJ4Bax+t6znvWsc9xP+igaNV22rkS9Lr0qifEyWbtSCIliigQ6xvqEYupITSORcV5ypbnoHmqvAhFRvE2LTY3tbqPKuFH9ViKjLh4nYPgv//IvQ/kdOIlhcrnzne88HK+6jNfV7ywFwpZnnhRjIcUsGv0LX/jCgPr1Ej/5yU8OleUBoRKBJTVyBdEpmJPYqGWIXIEKdn384x8/vADR/IqVEAiRbEb2VOXKEFCUu04BeAJIsnyVl8TliU984hC3IjeFXH3qUK997WsHv7PKT9kFnF75ylcOuayucY1rDIOlrBTFhijmRRb1y172sg1/zi4bL4oZeNjDHjZkEVYuG4nevdhX9cf/+Z//GQwWDTJietXfNJlCbNRJJ500tEXlh1EeNNqg2qqodeXMURuUAoZd3mhR/5XFKZejXHVq+xpMsnxMMiaUj07tX/nkdIzqQqDKAZWMOeV0EksnQ+X3f//3B1ZOVrGCyQXMPPC2y9YVZby//e1vP7RXtWXpz3vd615NYSAyNtRPFOOnPiHdLD2r+DjpZ8YM/ad2JOZT45s8J+ojMa42E/VL6emXvOQlQ/vCZaXcZd5nNVlB93zhC184GAJiV1SujSjjKkT9VF6mv/mbvxkMfMVTfuhDHxreVxTlc9J/6rfSZTJs6LdOJEgPKOecmHXFtGmsF7bQNZXPTTiEXJGjMl/ytM9TTjllh/2aOqkplFE0dV/5llxOOumk+QMe8IAh54JytWjacCktgKZoKm+F7qm8DVFKqQqysmRTo/Uc97rXveYXutCFhumcyrPxyU9+cjhOeZkWSVUQn5epnMqHFUXnP+IRj9ghvQN1o9QNt7jFLYZUBzo/Tk9VmgLlxtDUbk271pRs5c3SNZWKIJZV19IzKr/HJS95yeFZP//5z1efscu5J1XBne9856Gdaxqvy7/+678OxymnE3LkkUfO73vf+w7pAZSTTTlblCPqXe961w7nKk+U2rzalI551rOeNX/d6163rlQF3h+8jyuP1Nhzf+Mb35jf7GY3G/qO+pBScWgqepZ6RP1budHUf5Tf6b3vfe+QD077oij3jNKcaNq16lA6SzlyTjjhhOozdtl8oZ2pbSjfl96fcnopt9/pp58+2v583NJ/Go/UJ9Q3lNZDbcNF0/KVFkFT6tUGlbOI1BZjeZ6U9kftXG1QY6PyTSnn0xe+8IW1YzQeKO+a2qKu6ePCsss4JVVBy/hW6s/KW3inO91pSKujMepud7vb0Ld0nN6fy4c//OEhxYrqR+PYa1/72vnjH//4QQdFUTqi613vegMe0Ef1qvJ861vfmrfKuXZtu1WIaME73elOgyUuhLsziQLNxezJej4vpdDv0mUZomBVMbMxTqrLzitiK+S+kesqzgbvcu6QO97xjsNqB1kM5nply8Q8bTWJyzaIBpSbUFSi3Fw7U9nlxxX9KpdLB05dupRF7gHFLMVlH+SSrC2K2qVLl6017gkwKXfVqvrtlol52mqieCG9DKUFUD4p5ZLSlEnFRGz12TUqsxqM4sAUk/K6171uWPuvlJ+nS5cu/58oJkrBp5rarbgRzfZ91ateNaTziMl1u3TpsnVEMZisg6ecVYrp3X333YcYzFVIB08FUfJIpQV4//vfP6QEUA4bMU8E521l0awJBdsrSFcB4mLKBKAUfNelS5eyKGGuAm81yULuHAW7a7FsBd3GyRldunTZOqJA+re97W3DrH0lzxaJILKjlBBzvdJjnrp06dKlS5cuXSZIj3nq0qVLly5dunSZIB08denSpUuXLl26TJAOnrp06dKlS5cuXVYRML733nsPW011J0t1zLRN+FRcBiHuK52THaN7xI/f289R1lWuk12vVO6p+728pXKXnr9UH7V7xWcdC1MrZUAfe2+t5ee7Uvd3Wb5olle2dED2e0rI4tg1W8+bet/a8YuEXLY+xzLv2SpjfW/Rc/pyL6uRhz/84cO4oUlBSkejNBX6nY0lrvv8/yl6PtPFpXEt6tx4z5LUrp2NpXG8zp63tp03jIO18c3vPXZ+7Votv7VSAtvddtttwDOakafvmhyi/a94xStmS59tlz1ArbAsMOjb7JzS/y3LoJSuG/9bJnCaIvH5xuojO790zdbjfX98h2NlWbTcXRaXzPgo/W79r3bMRoOolja0yLMsCpZan8H7TuwTtWvVdF92Tml/l+ULQEnAic8YeHIwI5kKoKIuzsAT52X3nAJSxgCU3yu759hzzRcET6V7+zaOVYuApXi+6k8Ayfut3jn/TZFm8CRk5sxTC4LM0HPtWB6qFZ3znWtTAdmLb63oWoN2JdjSaGIZSi+n1rAyQJrdT3WXHV+6V/xdU+5+367Qt44sAlw2W9ZrjCxTIvCpyXqMqyn36bKxcuqppw56WSsviHVSklQAVGR74u841kQwhYwZulPBU+2a2XUzwJSNFyUwlIHEuX3n/xr4yABbrJ9sfMnOG+t7WV/lo+fWRzhGa1EK11zgAhcY2Cftm5JEuhk8eaXXCp+xFFOUdoktqgEMPy+zDktlrSnElnvWJKuH2vmle5Wep3SNDFiW7jUmrY2zy3KlheEpWbWlfS3/T+mnrQPEotebckzr/qwvtpa79bhSX8+Mws44bb7gpiOz/FlnnXUO9qkEoCJoyIx2ZIx9it/9vNKH/1vGsTh+1xig0nPVwNM8jPO1MTyTjGCYOg7Xxnh31wGeKDuEkN77FJkEnrKXsYiFVWKXliUZUzRW4SXmaT3AycugrTeMTJHXULYf3/rssUxj58X3l9VjV+wbL1OA09Rrje0/N8kqdE28dsv1OxO1dUSgSXpZq0jou8ATbrwW8JQBC9+OjXvZ9+xa8Xsr85QxL9n/2fVr950XmKns+ccAVA101oBg7dmz83l2GCbdS+8Z8BSXZVo685QVsHR8rMAxIDNFSlalfx9jnrxsrcCpxCaVOkbGQMXrjN3Tj8/qoNRgsvuUjqsBp+yaXTZGWi3Z0r4p+8cG9UVYrmXIep9ryjklo6PU72vnx31j+mKsDF2WLzHeCdCkgbQGlDIGasyoKQGD+Du7zhhIq4EGd9OVmKcSeKrd++yCO68GgGJZS9eO53r5a3VYuyfxTgixTrx3f5crW56lpjz8dwtKzmSq8sgqvAUwZPtbrMZs2yq1Mk2xjGPHit+nApwWVmuRY7vsPJIN8hstq753qe2O6QX/3lq+mlEzRbqxsjoRSNLACeuE264VPEla4pBapWYk1caesXGlNMZkYH8MNGXs07yxbC33y54hxmjV+mLJ4Id9wiULoFLsk9gnwNTK17Ybs0JraNL3tSiYSCu2lKeFaYplyNB4jfEpWQi1+5as1zHFXGuwtTLWnr91/3qP7bKxMpVBKrXF0vGlfVPKV5KMmVmWtFxzigFRO7/3j51vtt3YrLtSKpyNAk/+u1W/j4GmMTAjqTFr84ngqfS88V6xjGNjdel5fX8cJzeFecqkpRJr540xRmPnrkcioJlS5tqxrYCmtXFlHZfvXIOX79ZGy33Gyj62v8vWkUVYx42UsT52bmhjm8nedWkXB0aZ+67GPE0d61xqoGXsWlPH1NJ9s/Y5BSC1ln2MhOB7DXiV3JDxebJ7lXBFBE8rY55qymBR4OTHTAEvpXuUGkoLiFnPvWuW+di9W9yfY/fw79CRtXuMSUsnPjcMcFtZWut3Kiu0HhZp2QxUPD+zNFvuMbWNroeBGmPGskFxKgPeZeMkgiEAU/y0Mk5T33k8bxEgVmuLGYiYer0xsNRS7innxe+Zx4Zxbgw/1PZnwHglzNOiA3CLIs8qa5FrT7H2agBq7LixcrT+P/Zfdo3YgWv3dqoyDkxjQDi79ipdKl02RloV6EZJ1t9ajaDNkCk6plXGrtdB1erFdar/HvtwrG/9GjVAHdv1FBCWlT/bNwXM146plW2+AFmSnZf9lwGnOJ7VwmGy+ztIdoYxBpRvCPOUFa72f/Y7VlbLfeJ5sZw1BJ39Lt17GY1uUcW/jEYbO9BU12RtX5flS8s7Hztv7NhFjt+otjE2iLQo+PXsrx1T6jutAK/mKikxUb3frVYy0OTffcAtGa4tQMClxK6u510ve+yqHTtfoq4Zq7sxAJXdq/afB4uXAPFKY54iWFkEKS8bWEwJTBu7Xm3flGPW84wtnavUSUs+5lJAXZetL+sBUlP/X+/9F73H1Gu1lGG95awZZDWA08KgZ4ZNl42X2E6m9rWp41n27mv/167TUsaxc6ccv8g4OR8x/Nery1pYp8yFtwhoWgg8tSDoqTLWSFvcS633mGpZL+O5NrKBxmMyP+96FXW3gs97wGkZynIrAqcp/Yltya1fYpQ6gNr5QVQcaPnuWz9+yr1q+2ptq1aGsfssw3BCWu9de9ap43KUGjOV4YnsHS4CoCa77cZeaDzHtxsRg7FsxdP6DIuct+g9pzS2qfU71drpsnypKbspluaiwKEVLO0sAGo9//sxNZddy3XGlPl62fwu08UHztY+URp8x85bTxklWSxg1lZa+moLoJoSLzVvqLtWsFiSWv9ode1lxkrrcyyNeRqzkKYAp2UoilWAplZEWnpJrfcZ27dIxyw1oLFO0mVrySqU8tRzz23AaVF2ICpr3z/GDrQq85ZrdlmeRP1e0/u+bz3G8TJlSvxqK4hZRhucN4xh69VhUwBUBkAj+F0p8+TbKefUpMVXWTov2zcWRFYqU0twZu3cRRtaRiOOlWPser51qTWsHpy6dWTZiiZKy8SI2Ca9ffh0XhbadOUTp/sSoMnSEFFZZUAktl+/RjaIcXw21ThTjpTFZ9lQNu5VYopiX/FrZX2ppBdaXHpdViveNmpr1cVzsu2qpFWnLxvgtFx32zrS4CxbWsa3ZZZjaeCppdGVZIo7sBWQZdcvlW29Fl7tJbXeYz3AKXauRYBTt3TPWzJGXWd9xcGGX8MBjf/PfpLPsQBntPgiqMoUnQMcP9cBTAR2fh0GRiSCJYnKx/RlB3uxLExn9ntnZWqt/y6bJyXg5Pu87Ww0cGolBqJRsV7gFPdt9fY632DgtNBsuzjI1+J94vepgCe7bokhoXFlmUdjQrNF4oBq5401LAc1pefyT4sPO1432/q5UwBVdo/1gLsu06Wlb035r+V+vo0gJ/YvBx0RNHg79+++FlhUzCUWaFHF7vladCyrqMcBMQ6MDpoylisrF2DLwRTPM/Ud1EBtl+VL1L3Zx4+rXSeT9ZAB3ofigr5Z2VuvO+WY0rHbRsbrsTG2NI5OvU8rgPLrLwsILgyeSgPuKjv8GHhxBZ+5AsZWv6690EWpUb9O1gG4b63TlgaS+NxZo2hpxJ2B2nqyGe8gAzQCBi60YdaC0oKqHAO7dP7zn3/tet6u4mKrWpAz9ok4EMTvJUAS27iXU9vddttt2GrhVxaDjdemrDo2Xju7d6lP4sqcCqB6v9t4iTq3lll8M8TbU8aEZsYAMmZ0LLucUVrGzDGwVNq3yHi27LFtKWvbTUG9LS9vkUE8NrJI8fu6Na2KsFa2kkSFXGoMGeCMoCnbVwJ4kXVqLeMYIK0NZF1WJ1OVTu2/9YJ+H1gcZOy+++5DP3N3lyQbdLx9jrUjv1fpeWrPGNkjCVsBo8zNqGeI7rfsuvGeGdsbkym2Su9Tmyultpjp5Np2TGo62ttRNqapnbrQ1twYoF0D3qcY/ouMz9saPCvx+9S6y/pey7NE5qlWttbrLgSeSpUz9aa142ssSKmivZFJOaqBYT3SgGhcsjr1Gyu4pCgXlexl8Ayu0F2xj10rWkaZYq41jJr1VOrAtbrvSn7jZZV1PtYuYHB8OYMLXvCCswtd6ELDdu+99x4YqFNPPXV22mmnzX74wx+uHadzxTDBSrmLjvvE++tc9c+sj2SgLOu/upc+3Jv+L8Dn1xITpbJLX+ij3/rEcnlZIrDjudiPbkEncX5Wx53t3RqS6cpav1gPCGjtyw6YYnvmOnGZEbXlDExl/WVRie11W3Dpl9p8BFFZXU8pW+09lcqajaXOMk6Rhda2W6+brgaCokKpoVZ3V0WU7ooaRRZjLmhkWdlq5XFrfMySrjFPJbdbxkx5eXnhtfovNaxSWcfqvnbNLsuVMWWwyLFj76zUJ6OCo59Jie+xxx4DePqt3/qtATBon8CJvkuJn3HGGedQjFGJc003MGquh1iW0nERpLEvmxkHEwXo8WP9Wn4dSamcsVxjemQZA1qX1UmmJ2vHlf4fe8/eHuJYwJiG+5kYPsYC9bdsoVtvz5QtG1tKz1sqZ0nieJx5RZAIYGogKgNesX+XJDNSsvtMHdvW7bZraRBeuPh90YEiozdpXPq4S8HRJY0MJQ1Sl+L0+7QquPgcJUDi1+U/PrgMcClgZXjD4xmwMFD0gKn4oVHxPyCx1jjHWL8OnnZOGVP22Xd+R+UGsyvAtN9++80ucpGLzA4++OC1NinA9NOf/nRgoH7wgx/MzjzzzOG32h9tEFDihoDaGtd2cJMp/6wN+wxABz6nn376cJzisLi+/lO56PPaB+PEuegQB1exjiKLzf0ZNIit8nQONQDVZXMkguPWc7JxoTaulcYv/780PmCYXOACF9iBgaL/EMun/qc2p/btrjuuP8awtOj2GjjcZfv45V4g/zig8tgy+lJGDsRxLT5HHJey/uTvKrtWFjO2ITFPEc2VGkZpX+tg7NevKRxnofARR0CRraYcX9oYMCyBu7FOEp8lWhfqGN7YEG9kgEBvbL51UEUn8vKU3scY81R69i6bB3xa9k0FUPF3poy8D+l/tVuJ3HlSnAIufNwdFpnWGjj342vPEPsT4qkTONZjnHA9CuypnNnxUaFTFoDeWF35c0wxzLqsXqIRHn9PeW+xr9VARvbfWHuIYwS/Gb+iQZ257lr1Sa3s2bnbCm48WGrKzCSREqmRgajsmTguAp4aLoh1EZ+zVj8rA08tUhqMs8Y3RguWLLaowGIjc+AkFK8tSF2KnVgLf6klGXsRpWNp6H4u5aNxybpQ+byx0UkoI+XV1hkp933ru8+GigG/UxpK9rxdtraU2mUr8HKQ48pX7U/xTQJI+q2t2qzYKG0vfOELD8eIlfrlL385HKPjTznllDUmhv4poc8R5+RtNANt8bcbCBHM0Ce4H/1l3333HYDT9a53vdnVr3712Y9//OPZT37yk4El+9GPfjT72c9+NjBnAlTaF5kticdV6hMVO32xZQDuzNPmSQaaon6c4oEYG9fGgJN7Rvx+sLNiUffaa6+hPWucAFToo34mna9+p62MAsYLD1tZJMaHsmeg8WwjILys+si9T5n1XTpCH58Ri6tfjBnMmY9vjHfOrGXjX6l+sz4W3ZsrX9vOJQKX7He2jYVtLXTL9Ur+XhR1ROsoVndrucLz58m++++ss2V1WLuWl1cNL0PqDDKU3V0HuAroeCj0RajpWhm7rFZq7S8eN3adRQGUfpcCtlFg+kihYflC16vse+6559AOpTQlP//5z9M2OMYqjdVD7dxSX4vuOQEp2DN+S9ELUOHik3LnGPVHPR/PhQuQuqmVv5V56oBq85mnGrM41rdax7eWcS2Ob95+OR69r31qj2qjjBWMEW64jxkm2b5WsD+3vueTuSAH1HcY4yibux0jSNLvOMZxbR/fSnUe/yuB3Q1Z2y4DUtn/tUoea3wtFKokQ9FUqoMPjz2QgtR5+l8vAoTOy3IasVahtWeg/NEtyIuO00njc2BZqIzkzuG4yDzBMOH7lgWCBRxB1JjQmFoG7y6rkWUOnC2KIf4X3de+X+0KFxcAS64vbbEs2af2e8lLXnLoX2rHapdidmi3nM8gQPuuxTTEcvt+Z2klfk31ARS2+ssvfvGL2be//e3hWQ444IDhI7ZMwEkzCBXL9eUvf3n2xje+cThWIEnnirXScde61rWG67zzne+cnXTSSWtMFDqkxFzXgFMHTJsjY8xTScaMmhZD2Y+lrfI7xv5QTvUzxgcMAAmTN9T31Mc0bqg9wkQBQhgTYr6zluctEQBnW3+WwDLHmbcqu/oXE068z3rslrbSGyq3+p7+EwtMHCVxXbF+xkBgBkgXYeMmu+0cjbcyM7VjSkox0pW16znN6S/Mt0iMIWJ2kE9plkTGJlPkUxudf2+xMvz5fSahAyK2PCvXxKVSSsw5Vs4Sc9Zl60tNeUwBUOzLrDhAlBSawIfamRSd/mPqv/qUtsRASbHrOFx5GChjzxL7SA3Ul1wu8X8MJClh6QCSe2JY6XPIIYfMjj/++OG7/pOi15ZAeYEtKXBPqtmi+2rAyZ+v97etCaJK+r/2e2yMy3774A7QgaHxRK/oe2ej9L+2ap/ap34qiWEpU4Cil2vbSFxfDMb2D88K+GOr/9S/CKvhGSAKpE+YAMIzejqQrDxZ3dbG2pWBp9iwpsgUFN9CDcaHpXGRsA9gpGu4O4EZbXoROhfmyRuclKquA00PJR/TGkyVWseQMPPPqUgaBuAORY2v22f8QNXqOnSWmCx07D1EK6j2DF22tkwBv6X/nL30SRg6Xu1WQEhskpSeXFwCSrIaRcsfeOCBayBEx2ofx4rJUT4oHYu16Yrcy+MTHqKOiArS189zK5gJGB6XJPnud787+973vrfDLF2V78Y3vvEAkhSnpefSf5e5zGUGi/lyl7vcwK7pPlLm6B4UO/01DnBe1zUdN6b7uixXIhmwCKBAxliPuD8zBHzLWObgiXEC15faotqs2hyuZG11vNgdASgdo/apWD79ZhKHrrWe8W0egIcHe8Mu00cw6IlFVt9UOYmZjLoFhlvXofywUfow8cMTYLe8lxJ4WhnztEhnLiH2sWPHlEt2XrwuMRhOUXpAW2Sj+N8BE0qWzjTmV50q0arOOgqDl79YABHnuwWBD9lBU1a/Y++ipjy6Yt/5pRVI0S5jbIHE26pPhBAwkkjpwUAJlIh50m8FlOsaAlIAf58dWiung6co3ke9v8R+wDNJiK3wiST6nHzyycN/GmikE/QMKrcYJ32ktOVKYGDw/uuz8Gp1XGKaWnVfl/XLIiRAxla0jGtj1x3bz7hEYLXaGVvACW3PU/Ew81WiNu1hHg48pjKe8wr458M4BvulD7GSGE30RUgNrkG/0n6BQ8JsIEDiGBfvXavTluM2fLZdhp59i/gLGxusa/eKH58+7VmF8bd6/gl9x1esfTRANSxeNtYsTI4kTo2MwrPxct11VnJ7ennd7809tE8NKE5VBSwhDqxcoUe/bkvjysrZ5dwhrf0NxgZxptSP0bWIG9T/ChLXPrm66IPMsrn85S8/KHGxOAIg3//+9weLOGOgWoFe7GsoZe8P3k/YR+wICn3//fcfmLKDDjpoB12ivnfYYYcN5dfMPA1G/+///b/hu1x/0hnEJTLjKc4ArD1D72ObK6X6H+sjNQNz0XEtXtt1thsraq8wULA4ng9K98b9pa36nP4XW6xxQ/3VE8H69P+Wcm+rLDOWMVB+D+KL9V1stURlZBYhAKlGBmSz5TJg6+VlXxz/FumDC4GnDO3VfteuM7XQNQYlxk84je+MkjcMBzYgeICTjgFUxXijEhgs/WZfBkhi+bEGfNkIXIkMXDHhWM0CqDWyKdIV/NaQ7L2NWa5jQKR0TWdoYzuNbCwTFsQ86RgBI21hmASkMFwI2NZ3BZBDybc8+9R2mDE7CIYIFrIGHYE6bXFpYHiJOSPuQopf5RZ4YnBwHcF5se5KBkn2XB1UrV5agPlUvbkM5rA0pnJdjHkBIInPeI3JKemXzBBV+yQgm3HFgf56AJ+LgygJY7D6D4w0rkdPZoveKemklg/HxnNL10OmvLOFwJM3jKyB1ST6lRe5RstA4AoMxQZ96Em7aGAecMfxNDg1NKxTGm1MbRCfkWv575rilDjqz+I8oFrJ9QEyZ+ACzVNOlH+WFDSrvxbA15X51pESMKLt+Wya0rv2qcu12Xa0c4wMP95jolDM+v/EE08clKO+k4xSTA/XEEjBMt5nn31mxx133BBfhLvay+oKPYtNoLxq9zDKsa36ABHzvuk/4gl1Dc2e+8IXvjA8g8qu4HDFPDGDUMBQcsIJJ8yOPfbYwZp3IyXWHQNCi4skA3ldVifZoJv1rTFGI4KOTM+Wvo+Vj+tBAHh/xMiGeSKOCAaK1TYY/wS4aMOMgbj1Yq7DrJwtTKoksk0SGFltic1VOaQzpBvkGmdGnq7DpBTYXhlcJLTFpe7pecawgYvrgqkTq9aV56nGAGWd35VFCURQwaWX5vtqleQNCxYHZazKZuvAKi5a6n5aXqIHpXvjqrFOJeCUASg+HtTqOTKiXxiLQeJxUh7D4Qo9KvcxiWUtzWrosvHSyijVgiBLTEd2TdpNtE4z6w6XghQd06bpc8yuIa2Btooh0n4BJ0BIqYzx+eO+yMxGizQaAvQXB1Tap7ILzDHAqKwCUWKftCUgnpgTnjvLizVW76V3UXv+LqvvRy19rKT7Acvx/IzVycbW0nERtDkDpf/E8kow/Bk7PBUAMVDkT/I8ZpTbjfdMtk1IeePP5H3E9QgzA2F5Ga8pl55PZfXyRtDUCpxK4/PKwFOsjJLlFBtfLIzHJnglSnx6Y7atoX6++z051/Mh4R7w2CaPH4KFkqBUxfLAVOl8vUBQM4AlK1d8GaUO6s/vDYzBgHvo/ro3VoWXlWNVPvJ5eFBga4NyoJTFbHXZ+uJtEgUK4KYvRevSDYFImcc+WFM2fqwUOXGDAkUCHfoorkh9SsyT7qV9UogSfVewtixNZ6C4bwmcUA4PPvdj+d/zvXkQPHXAbCSVQYwSfUr7FdtEJnUdK7CH1cy9ETdsIssewWGmw6JB2mV1krFLY8CpxUBGvI/FvpTdz8exkpGAvse4F9jXd3KpwUCpjRNrqH3qczJmdG3FFzGWqB3jXQFYoSNK7XDbiGHjgInf9DkPfJduUPmlEzS7ldl3nMusXlKL6ByBKcbfVsbJmaa4XqDura2nHdkU5ikrtBcelsdnBmTMiyeaywKoMxBVUuZYpDQ2gtXwseIGI6ic6H7PoeTXo0xR2U2R0gsH+UcAycBAzIgzUpTHUbkHAEbgW6u7CJoIGPbg2y6rk1r9lpRp3Mb0HAQzR/dt1jYisxSB0xhbwrEeAK72qtQE2kfskJQ7SotEeDpPyptcUO52zMBTZH+9n/qzuMuMGXF+DPWhe2vw0fFanoUcNAJKxxxzzFBuATzK75nHPZDe69C/e/1IohUe67P3tc0BTi1MRklf+jv1/uMTgvhN2/NtBFCZuMfBZ9HB9qqN6j+5wQhJwbXHWKLfxD7hHtM98c742FOSbQ3MsH/3uoihJh7MLr3g/ZVxTf9T1hLzVBvfIoDylTzYbhjzFAsYC+2fuNqyZ//2ezDou38UIJMp/pZyx5lsDpQ8UZeXjwA7mClfbw6E7usGRWs+1k0JfMZ9Ds68kTHrjzrzuqPBUFdkOXYAmllH2QDjDYv6cBBVcwV12XyhDUoBSXnK5aSYIto+uVJiJl/amVP2kZHie2lw0X8+3RhQofsIjEi5E9tAbhcyDR9xxBGDC48MxKw3F8FUfFbaZmbQUSZ347OvBATj8QBAUpnQB70eyLuGaySzhr2fZe8sA7KuG7usRhbRZdkg7OOJ62beKbrZV4WI44Zv/dysnD7W4HJTPyGzuPo0W5VV/YoxjHUoJdqyMoDO9/GNZLItBMm2wqQlBLDo4zDXx80ow8VjkDkevQTpkbFOlCMrF++K8Uz1IJ3DBBF00JT+tnCqghIqLiFmLzgoz4OeHXzFioL58XieSAfGssUtx9JQuSaz6VB+XiZPfz9UVsjiqu+4JbxMNTdZrJ/M8kHcIvEZf94Q4hROd8s4yPT7x4HCGSYHZhHkepBtl63BQmWKlf16d6LmZYUqPscVkVgeFhD1pX74HtsncRMuGYjOBg36g8CQFLmAnM6V+45YIoCUFJn+Q0e4C3BMebONx2X9LTvf+1XGxnoMC4Mfbkdm7HndeHn8Ht4Hvd/TX7mfpCVnVJf1S82YdYlGJ+2dAZmFcNGbiA/45BZjDPLxw1mn6NnIxMc1jle7JPWH+j9MlGf0FimgPkdfc4IDQz0Cu5p7bNvIRIjsPI8tjmNaFiqC7vLxrUTo+Pc4voFBAIyqI1x3K3HbRYkFrVGNsaHB3ngsEf+jbLGcUeogVLbORDlad0VEhbP1fTRYXGAEqQGmJJ4XirLCWOm3GiLLU+gcXxcvlimTDDhFEBXLHVmkkjKO944gKwNMKAE+DGDMXMK695xXXTZOSoorCu9UCpI4I328f9G3xPSo3YsJYuaLtjGuL+tTErcO/Rj+87YIUysGSmBI7UqASjmVpMAYfFQmXOcqt9gnWcrqX6zZiGHlkyu8bKVZhGPWcsnYcEDpYQYMAD44oj+cnYq6x8UNFT0zjKHqQ9vOPm2OOPDlt39nkGcMY2YbYJoJEbQXxi/PlE0Wbdy/ThL42Bb1eYmFoh/QT0gDojbFepR4U3DjQQSo7CozcVOsi6fvPu62en3mYaJGVmb/H6JEUgJPcXx03BDfU2Sb4sLEWkFAz6u1KrWfdfY2PElmVjnx/xJ4wr+JkkAhRhcUfs6skWVT8TMA5W4s0D+VSjIxYiJoUChyBxMqE1vtZ7ooIMoVe4bYM6Dn/7twfs0CzQaCiMi9QTpg4p1QD/5+nCEkFssXZOyyMZK1n/gfwjuFitZH4MQBBckrJXqXBG0LqAg4MTXY22/mjvZ2EeMwnIGCqVEfVjC23Hc6j+BrMU5iogAMlFv7FSulZxGwY0kXn1Hq90R41pK17IxrrT/Ga+l4n6QhIeaJcsV7sM+ZBD8G3YcLQe9KCTn1/AKWU6zhLhsrPqYRv6e+REZ9Z6AYz1jsliBvJlZgsPCphapE8ELbAsgTUI0rTGXT9UkKrTLiyiNQWt8Zk+mfPhmCuKroZnSpgbvY9uOx0UiJxEA8D8mIBO9XHhzOGpV6fvUtPbuYcIyXKbJwwDiFzv4vUWnZg2d0PwwHWyjxCJr8N/tiXqOS1ey+Yn1H8ZF3BqXH/RkkyIsB0ICB8vgRwAWNLJYhdgL/Pw5Usd5jp/F69oaWuR2cafJcVzQs/OEARcATMx9o3CQ97LI6GbPqauc4WCGrsJQp1pcbBazxCAOrd05Qt7ai/5kmTO6waIGWAEoGJBxkCAhRLtoURgntkplBUuxyMYqVYvabyoGFjVXtM96yvlfqO9mA5H0qex/0rch6+TkMap5XDiWuDwMWrgOBJ1nFyitFrFoHT6uXbMAec0Wxr9R2GCfQn+QuYt05vXOm4bMFROFCJ4+Rj3U+rmVGlcdT4RWRUaTr4S3Rf7q/h9BAGOg3i2ATNwXIy2J85+H5fZzzsW6MPYvvovSfv5vo8vN4ZfRbnFVHKMPBBx+8xm6rLGRsX1nAeOkBSwomq9ySknJ/p0uM43H3HQ2L7xk7lbFAKFZnoMi26knFKK/HQmFpc30aeQRPNDKfPRgVurNhtYD4WI+lDuvsUmxUNCb3z0M107CwnqCdOYYy6Pk0cPW4p82XUken7aCQ9d6ZvgwtD0AGnGiL+47+o60AjqxQKV8S1KHsoxEQy4YSZfBHR5DuA2NFWxgo/ScanQSavhae7guY05RlXUO/tVU56YPuSsMd4PWS1WGpL2USjZnoxqYP0p8BrQAlPSsfPavqXlsC5d1t54xhl9VKNmiPjWv+PZIGAGaPgXJgzVhFehn1Uabuax/9RPsYWzyEJTNg+DD+MXsNHUDSZ8qAixFGRmVVm1Mf0386h8WFWYYIQHbW9vEtliGOa/GTAS3qsfY+fHxj6+MaXiwAE6CQsU3PoY/6nZ5RzBPPrmeRi9ONrzFZl0lTQ+S+31kVn71Cwi5nnTwY2ytoKOz2bNq41jIQRYN0Vx/HMvi7Yqd8gAGAjyoV9x3lih8YMbYMBBG4RQAXwZMzVFmD804RmakYY5I1LpgGGpeDJhS6NzIHVAAtyueAsMvmS0mxw+II8NBGGYyh7nEnYAxIYFKxQrE+NahLkeoj5QmIYqFPV+hMdUYAMW4x0u4lup7uJyDkCpF2SRv0SR5Y8FjSaqtuFWczYDMDhd9ucEWrHokTJjiGvuYxnMy6wh2n7wTpSnkLHGlwErOkQUuMmv7TfgDWInEYXVYnEVx7u6Lt6V0xcxU2nzbtIMrbN+MZqS9gesmkTX9jBpwbCdmMPS8vbZw8aiydRIoe+iOGMqwTDA5l1v0iA3VmxcPifSsjBzLAF1nhjA2MiT/RD8wkhDGj7mF51bf4TzqQmCfuoXpVqMIUWRofnLFLvp/KAzQ5na3/2RL8RSXpGHebuSWAosNtB3iKLJCDKVfw/gJ9HStiGJhJp2M8ONDjpBAHSb7l2rERRSYqgqwMSEVUHzuLg6Y4Y45GRrAg0zRB43z3lP7aQj0zIGUJAbtsLYkKjZgKElMSLK53TKweA7/ahdoHzAcuhAiaBHSkbKSMtfXEdfQtL48kzqp165jJGywToXPExqDotIX95VncUMFtR//BOo4KGsudJYzY6jlZ8oHBzxklBkAHfQiDDsAH61eAiKB94s/0W8CI2CbcdKRuIF5GW/przY3RZXOEMSHG6PAbQEQf4zeMiI5hXTd0Ne2VNomxog+sr+L+YKcY53QeYIpxASGMhb4JA6X7A6gYdx106FpqmzpGbRPmCVf+r+ze0cMSZ8S5UVICUh4XSJmoU8YzxwKMZ+gFUrIQLwkRwPPQDyEM6GPUjepVKwqszG0XpYVxivEEzloQ0MagD9NDw3Tmh0E8uqU8IIwPAwJZuX0WHcozTsXkRXkZAWYAK58embkZ3R3o28h6RYTuSr/UwEogyhtbBp5obLjiAE80OqxhPs444aun7jS4YGF3a3jriisbDAIpWyxFYvRoB4BpqG9ABoMC4Bs2xZUTTBagA1eaT5zwPDEu7PNsw7qXyko7BDwwhdoT/rkR5ZY4gJH+6/rH4yU9VpJEfVj8bt0zIHo/9/4PwwTgpP+g0AWiCFIFPKHktY96xIKOs3s7eNp8iaSAu4NpHzCuvsg1HgzGIZ+YBCNMe8E4B3yhg9Um1G50XbUZtUtmxaqd4/LzPucA38c10msQPM6sVxgaBygY3hAJ2o/h8uvt7kYHTw6anDQYm+CVkQGR5YsTuKgzABFGCFsIAWee6GMYN7DVuqdPjlkpeIqdOVJvGQPlyBSkS6wRiNhzKzllSJzGUODtjI+zQIi7Bd1958HcNGxPLxAbmyt87kuZ8JFK/Lc3fOonNozorsv+L9GcLeCJd5P5glHKUJf4t/m40nf3A9dU/WhQU2fD8uiyNYV3B0hAydIuaAdky9a7J+aG+CeMD5S4gxZ9yMQtJa5YAcCT9mk2nf5XHBKML203c+eT2dh1AawPLgMMIgwAyqg2q3M92Sdt1V0LrodcRwGAUOwk5NT1/BocTx3gjgNYklOLMsHi6T/l2BKAItaCNfIwXlx3SFyHdFm9lOq65E5iC9PkBjeB3nqnaj+0E+9zsL9y2TJJAEPBY6ScLYUlhQEm5o/ZsQSEk2HcmVhv9/QH9VtIBJ6F7wAODBdyr2Fw+CSN35jh4p4T+nVmqGTuu2yfC2M9fY06pR/B8rL8DADKw1A418OC0DN4VFYOnmqSNTj/D3ddZHvcPeaMEw8KmsWFhOXp1lmMSaJx6Ny4dfDmvuPIaLmr0NkzL79PV60FvDt49Dry/zOwVAJN2bUizQlSz8ATQXQ0LgZKAJdP3fSBE9auy+ZLLaBVghvc+5gbExJAMokqsXJxNcUgTKxpPihHAQOdp2MIVGctRo5xCzUqT/9gAEnZY1hRDjeoSPTnLBsMld/LmSfvi27o6ENahxg36boLw8TZAreGGQRJ/qkUDGKacEHCJDgozRgmH6h7rqeNB07xd7bPWZ2s3zG+MF55DKqEZcDUJpjtij6OM6NpL4AAtU/9Vh/jN7NmGefoczyrj2exnzEzlz7H+Okz2GDZfmMxviz5EskBj0l2EJW502vjG/Xp4xluO8ATjJN+a4tHhVhPtj428hzUazZ2Lw08ZRZRiXXKFHpsYChvrhsj6CPKBADAlLhPkxfs03pdMfMCGTRAz1iqvpwJLyuyW1zPwYwkzqrwl+TPG+uE53YQJYmNMDJ53lnjFonxYq7YY6C4g6bIoDk7QONnenuXrQuc2B9nuqG8WH1dLCLH6b27MlIb0YwUDfz6zcwcn9kCc4lSVzuBoVQMgb5rK1Al65gZgBGcwHLhdic4VpY0ip04IcoHW6r2GeOUHOCgJHVcvCf7Ee/3Xnf0AXcZxmBddBhMAsHgWMOAT67Ju8oGcDeoJB08rV6ini6NY/EYB+ASDyuRxHgdxQgSr0NsnLt3aecwKB54LqH9skIAs03VX8T6kqfNg7udfPCJDwAv2hdjMgZInLSRGSJnhzyEXN+NJS8z42dkWn1si/FTPtZSl66vcJETUoAu8fHMQ378vTqBMMWj0gyevLP7b29MYwOqI/XS/lihMXbDlaHf161rDy6PTJSf65YqqJqX5jNonI2JMVexvH6/qPCyY70eIxMVQVP2vKXjovsOVwJWsbNNWDk8n5fL69XL2t0Kq5XYT/x33B/3ZeJg38UNGYIniYsg55KzNYAnztUH8O2z9IiP0CCgY8hy7FOeMWQ4h4WCUXwOerg/bkidy2BAf5UwyPg6lV53avduTEVWN4InV7YMLLAKDA4+ZVvHAij17ORvytjczI3JtjO7GyPZWFQ6ZgxIxd8RIHs79ZxKsEYSXMQO7Ik9dRYIYkGCix4GiFQE5HXylQKcwQFcUMYYe0gckM889zFs1zC+ed/B4HCXXGSeMvAkycATYzbjJuMaxhQMObGYHpjvY7a/F79eacxe2dp2bLNGFcFQdl7cx3ls8R3rJWpLQj0qB/akFLfjAdOO2t0Cdb8tStVfLC/JE0g6eqes/hJQkvHlRWbN//cyZsCk1EEj8xTfRwxqdSvC3XCxgXGtaFVk7GOX5Uq0AiOQ5Z2UXD2RNfTYB64HA8K1UFKKhdD/2qocsmDVt3A96be+08a1T7/dtSbLWdc6/PDDh+uSi+mEE04Y+vCxxx47WMSAp2iQEI8HCwWQ8lgmXB2K1YKNdgMHF6QbQVmfpU7JFReBizNQGfurT4z9YOac6oUEfK5T/F2V3BfOHPb+tlqJOrNktJbOjd9LRg7vEXCjtqw2KWPCZ46JgdJ3MZfqS2pPsFPMwlQfkeg/tRklVVX7PeSQQ4axjRmwYntJWQLbipGAkYOL2/M/MctW9/TZrR6esmsyA86BnbsIJVm8U6wbhGPcQPH3Qt9WPTCbzr1QjKslcXzCs/CMrbKS1LUZi+RSa2SRhfLKwhIF1WIBuiL0/wAGw4NuV4C8VNAsW64NynbK1f3ONLbI0pRYGR8UoiswbuMgUqtb6qqVgcIS98D3GNflVkj2vrpsjGQKudSXMuYyStYes+9+DZQcgac+1Zr+4HEHMEBYqhxD4Lm2GgDIGyVlF5knQEvsY5H9weWHYQUTFuMz/OPGin8cpPCMgBgGC3eZUEd+jMRdGFE/oI+y8wHIvi++qw6eNkZKRECL/quBKL7HfuhMFAa1x+u5PuY/dLgb6b4PzwKToSTERuE2Y9yTeN/wcREGCsODdu1l281mvxMH62OJ/y+JMbxeL66HYv9C77hh4UaRx2O2xi1lY+bUvrYu5im70Rhw8vOzbbYPBUX+JacVcUF5FlG2xPYwAwaFPjz4dmXPbJ0syZhXpjcSwAdsVFT0/hyZ9eEN3oFMDECNZcjqMypd33qj8E4SQVOJ6ap9uqxOGFBLDFPWNrzPOdPhwD2Ca3+PMT6Pa5FjRuyR2s5JJ520FpMh0KREc7oXs3NwE3j2cp/tor6s2Wce80RbxMqUJS6r3IGNxIO3JVjH3mfoj8QYkUrBl3wB0DAg+HnUHTObmN3nTDL1RHnjdHH6MwOYxzo5AMSdgmQGVmS5u6xe1qPjWlgrjHXakq+NqPeu/kZCW7VjmCexTp6R3lNceH4x3Y8cRnERYl/w22e/uc6g3cKm0oZVLg9Y372QNoD2Srt3EsPrybelMSgy4zEGykkNJ0Zq7zECNNezG+K2o3BZocbQ21jj8uPcIuUeEl50HDQc0YOE2XrgGC/YByIvS7T6fBBCkcbGUXO/RYu3xEhlwKYGRClvRv97nfDsXs5MKbcqjg6gNlYiCM+Mjez4zNrNzikxWM6uEGiudoNFqPZEvAH0PpaixNsYbY+1vTwzP5Zr/KgszvjS1yhvnDmL5YyFzGCCFa3vPqkkutm9/8RYwMyF5s/K7CNX4tSfn8c+PtGAyZjfzj6tRuJAO9avFrludq2MiZJ4X/PxDVDDLDpIA4B/HNfoJ7RBzvMYqCyFgJfN3W6uB+hv0SNECh9iJsliXmNRo17z7w6e6E/eryTOJnO9MT2XvfNF3vXS3Hb+omsFGUPmJWZF4shYWyh/kDGuBJ/uCY2J9ei5WTwmqjT9OL50d7X51O3MF+wgJbI8GYBCgfvUyTHwFOvJlb/Xr4PFWiMeA7Rj/3VZv6D0SoHFcX8MBvfgZVeEGbiO7TsqEgfeEmbS0V7Vr7797W/vkKBOVjHJNElg51mzuSb9h5kyWM6ypjV7yBV/FieIuAWJFS2dwCCh81Vu2DDiSsgVhdL3eAf0iM+mi0K9eVxlDPQmlorjeT/uOonGjT8X57K+ZJflSwZsxnRcHO/Gxr1MYr/mt49rareKPyT2UMyv2q3iodTXtKU9M975+IbLWfu5B8HbMQcTbc37k49nfDBQzrDAdB1HIk39R3sld5yPm9RfrPtsnIvkgIfa+Hnet2IfdADq74rnBDxOfX/N4CljeLzwNQDklRB/j1VePMYbdoYivYJ4+YAtV9wZG+MDTYkBAgg5yHG3m1/Xz/FtBC/x2vFTq5tYRx7g7XUTQVv23rpsHfHOXpKakq/1If9dM1YysO9T+zFgPGGe3AM6n6VdACYYLZ5vRYIBg+HDpA9mGNGfSqlI4mwcd3l7f2AiiM/i4zlhp73u6HvODpXq2a39GM8RQRJ6KTLF/i78vceBoMvGM08+pvh/LcCp5Rgfr/ycWD4nD9TOAS1xDdKYUNq9DVwPt7KOId+Tt1Vvx9FDUeoLZxdWyqiN8fFacT/vJLrjfBvr0X+PSTQmp4yHk5gnByhjkoGrkgLnmFKFxngNxCP3PYaARF9qGFLmME7MysFijlsUMw2Oe7s7LYKmmB+Jc/yZPF7KLdUY3Jq57kpuwOy3xANe+V2STAFk94osWcv777JcAOXsYWY8uLLx6fk1xsQH/qxtZYCbtsV56nOKh5KFTFzU8ccfPwAhxUPB9pBZmVlo5LVxRsWDWXW8GCnFVXn2ZfI6ofCZJUv8kcdISOhDgDdiIBmESBKYxQB6AHvW7r3udE8GJF/dwINo4/v0uvbBMe7rsvnig3c2uEcZA0u1YyL4pk2prbOsCnFRYmideWKJIG1hcZmZ7jnaGH9YksXHqMwV5oZACdjvsv0aPvM1G9ezvuTsUDzWy+AkhwPe0jvw+8W+5S5S/2yI284fzH/7/9m+GI8Tj60NzhkAKykZXrbPtGOre2TBosROxIBrj0vKwBMNz8sfwVPGKsX/I0gZY54i0o6dvFR/NeAUr5+Bpg6gVic1RcD3eEx8h7ENx+u2vr8MRPvvaG1C3/ssGNzqOo6JHQIXGCyeCdlZINztLMfCBBCYJGI/HDxhUBFYzkDhSw55EHamfCMoLdUVx3k8Bvvj9WvXiPXboge7rF5a9KMfC/htBbyla0ZwENlLrs9kA+L5yFruuc7Yer/yMTF6UnxShbdhd187eJonesj7WGZ4xz4V62Hsf8odx/0xQzGCpwjMprBOS4958sJ6xWWKigevUXpIRLrZC/Ot+3RRyFiXvmX6pl42wXS6NltvLBHkxFgn/9/LBahiG+Or3CWRxUeVkDgSYz/YxgA7r/94bEmc4i25HLssXzwYMxNnF53ZkPh+FB4SrUnfz9aDTLm2Xz/GBaLcvU3gIlN8BmyP+ohYYPUtxXAIzJxyyikDMFKOGmbF4UagD3tZXZfEdukGkZ+DFR1jIdw6JlidQFcfWKJkhlqsI9x3nnDX/3eXXazjTId0Wa3UmCNvA5lBm41nkfXPDJhFdHFM7koQuNobS6uw0C8xfmJuiTfEGMFFHl3l7n5mNl28f1ZPu4YwFcBXXLmiZoiXjBV+R0BJmeK+TGpjaBais6Gz7WJhaGARCHCON7IxIOT3meKX5Prud8UyoKJ8Vg4NhWmjbH0WT3zB/pxRscdjvJE5i1Wqp6wuSgBq7IV746tZRRnadzq1W8UbI63tOwL7qLgzpZy1r8gAx3LEc7zNRsXl/ZrAV2KNMFr8N+lG1N/IxM21PRuxu+Qoh/dlX/PK2ynWNxmW3S0Y3XHOHJSAU1YvDiz5Ha37WK8OUGP/6n1s46QGXLJBvDSmOUPkM8Sye5TGswwYRPGgctqOr1EJUUCfiIwUfY9ZrggkgMddxfactfdt28GSt904+Sob22p1Xar/WAb6qoOvlmtn/W2RPjcZPNUUMRXHi4izzzKkHq9ZeujYwDI0H4+LZSsBOY+hiOAJy9UHghjsGWMVahIHnxqjM4VGzDpzVlexQ9eEYyKz0JX6aiWLQ/L3RftDObHgrB8bDRSfpeJGRYxjiOWgfXqbl3h8gAMA79f8JhkmM28wSMg9Iz0hEEWeKBb1VHZk/a/vnkk4ArcMRAHOmFHnwvOwPFOmfN3SjgNZKRdMqa/VlHfNLe+6bEr+mS7TpGZk0P49xMMnCHFs7FvefjKQxP5MV2esFPfJjPLITOk7+Z0ANxAFtVU6WLSaOCnP0s89fPzaLXhMHCyVAGZmkE0FU37NODM5njsGimMYjjP1K5ltl0mWA4k8KR6A5hU4FtSc3a/UuGLDK8VVlag5t249hqM0M2asodeeoYR8Y2PzbdYgMqXcKmPHRgt/kXt0WUxK7jqJtzmUOcs2uDXmLA1Awd3ZuNbYovC9r/CbfVm+olrbZx9KPB6PW441tLgHuoPlThTTQRwVmcUjICqtus7gEVleB3xIfPZolNX6qb+beK2SjFnjpXrtsjwZ091xXIsJV/k/usp1PU92m90rGjglMOXneHspkQE+QxQwxTO4uw9QhU5wgwiWivO8TmLM4NlJQt6MbXJjZwxPxPcQ31ltTBoDT/5uI5kxxUhZaLZdVlBuTqPyBfqgDz2gusQcxWuWylHaOpsUG6FXFKyYz8LzrWcPj5+ajzS+WL93SUovOyrjzDKqySJAJ96/BCqnzErosjxxxoVgamXsVtwQ7RIWFZDh741Aan+fAJnImnibE2iBfSVWkCzE0bXmFjjKVh9mBHlWZGa6eo62qMAoL2XP+hflRLGT50ZxVTBQPuvI13Z0vRUHQ7e8S/2JwdFjnGrHt0o3VFYv0eCO+pYBFdAEy8sMUIgCl+hmLhkWGYiKHxglZ7PYIh4CQv9hVjlbZ2Qja+SMMQt2uzHl4SbO8p5tS7Z4HGQ0bDJiIxvbHQS2jm811ileM9vPc6nMU3OpLZ15oiAoKJZlcPddzbLmWpmV52VpBU8xiC/SsL6YYZxBF1MJeDoBR9etdVR6Vt9mz5MBpxojFY/x31mDi+UZA1Ax+LbLciW+n/iuAVC4sTQtWWkBUGJYkyhNV8C+vImEdwkDxX8+Q0cflkLBqNBvliMhjolrEKuk/bBBvnwDQMYDU6MSRqJV7Yv3ukKG3aJP4nIAwJEmgUzIMFw+MyjGbiC1+Ce+e5laGKVW6QBqtRLBN/uyMY3AarVf9TuCsN295bp7zMAsgSc3Rui3sEPOIHOul9MXgCdFj7vUamMYZfA0Hw6e2JJnapftz+vMcm18yZg06nkRvDGVvcoAVGQWIxBeGnjyrRegVmBvfP4CM4DkD+Mvq0UZeeVEZZZZFbx8Z6C80XnjcybNreOY38mBkH/ibLvoF44grAQWpyjS0gBcY/wi+PQEiBos5S/XR799Ta4uy5X4vmPHz0Cs9xHaNVP7uaYrOto7ViKgBIVP20ZZ4zrTgCHrW79ZNNgX6405l/xaDqJ8KjNWLvEXur6++5qVGqx4Rh88/NkQHeOB5/qUmCfqLDLJGFi191O6f9w31cDyc92N0mX5Egf0kkGO0AYjmCrNunayIG4jKxIZGtfHACr6lqfmqI1rMe2AkweMcxAcGEZZuI0/F9vzbXeHO7tFPWQztDNDf6OMg/huoxcFI2tKedYNnkrKIDYen5IfUW9EthnYyBgafvtDM9BE0BQpVG8Ajth58Y7g3aVAQ4uuu1i++PxjQHGMZYv1uui7Gtu6xcPSEhoU9SFJGwNpl9VKyTrLXAKRKaFNE6Tt56rdagqzW81RGdMvyKdE4kctByEWh3bhbYUs4w5sJPRnyobFjmhatc4BPIlJE4BS2QBRLDIsgdWKdeP1ATijH3t/9jQj/szOppYUaWZ81IBS9v5KOjNjfImf6eBp45mnkjA2OYBijHDQ4ekzsvGtdbCOICoyUN52SwZ7Vn7IAR/XnOSI425GCuxSWODen5Hza/XbQh601NOYZCyfr5owRdYd8+QvVoLyZLokFejxAM7YOArPAIX/lyH6lgA1L1+kZF3JRsTuLgXWyivNtsgka3A1mYJ8a2Ars6ZqH29QvD+YBL1HuWc0MGp9JTJJxwGyy/Kk1AZ4X7x3vQMxgXovxBBhBRIUClhyBQ5Y4l7ubkDpuYEATU+QKf/Dakl8iQe1m8xwIdaB2CcP6BYoF6Bjtg+JMfWhnDGg1ftvNMSiXkEAJOxzJUr5ie3KKPzIFkhKYQh+b+9vcUChbtTX9D5Vfz/96U+H38okrf9udKMbTWhBXaZISS9KGLdwQUsPulEPeIHVBKB724xjGBIN59pvL2uMLywB/zhm8p+EZ1CZPQjedUVNtgWXVyy7H8P3FrapdfwbY38zpsk9Ko5TNJ6pnxGasKFJMv3loZgATwiKiKmFbJ1ORLlGS84BUgRM0X8bGwvly4AfVkEGnmL2cac1nUHL6iLeYwpwWg/QagFI/jsLSoRt0vuTopAiV8NikBaQUmObMqWzy3SJCs/fmQTFLdF70bsT6IBR0ofcRoB/LM0S3U9/cKPBwRPXkhAw6y4BiY7BnUebgqEClIi5YvFu+rvalVgtD8gVQ6UPLmMHNljJXCPmeUJ8VqEH21Jm+gNpSgi0h3GuvZ+ooxyQ+X7vf9n7pUx6zh/96EdDfzvuuOOGZ1aiUf3XwdNqZQw80dcisAA8EUfHBA0P0namB4ljWBzHooemBqSy9sU9snHEjSgnBTy2t1QnpTF0W0JuxPu3AqNFgVNGGMTxzVl0Jr1oPIMgWEmqgrEHcebCEbZnC/bZOhGoOJCJ/loPcvMX79uSG61U4RzXysxEsBFpPq8HF29UgEV/Bi8LA8kYMq8BJ28sY78dhTN4MNsCxonGpYYlxa59soo7eFqdlN4t//mAD/AgqFsDbswg7Iocih3QEZlWQBYz4Pz+0V1IW43gSW2Gsvo53g8cCNL+WKUdHcF6XgxKtFsJ+oR8bNzP4w8d4Dgj5e5Ir+sYVBv7uD+n99P4Prh3NK4cXOH21PvSMyrrur6rj2l78sknD/8DjLusVjKd6/qSd4uOZqyTXtQHF7nPIvW+F3/H8c/HRf/thnrGJGWgpsY8cQ59w+N9smvGMSMeI/E4K0gRd/9l41VGFtRIg+g5yn5HMBnHN+kTSAFieRnf0J0bCp784XAHUHgfkD3AOmYgjVtcAzUQFWOoYjC606W+5XtUkDXgxHERQJXQbg08uQKljJTZ92WSNUCEewOS4lpfces+c3fRqRERIA6VSeOSYtd/WoyyK/TVSRyUs3YlIVBbHwEon+XqLgS3Dj1OwbcofkATSSkzQOFB4rHctCmu7UrXr+HTr7mWlJfOBfSpzUl8Fgz3hs3iw4w/Z+ZcoZP4j4HMgQ7H8R99MLpCEAey/p48e3pmEHE8BoqSgIpZUv864YQT1lzjuOt4r4vEY3Rpl2yMiHrdl0Xh/end0FYz0FTaYqBEgwavhi9r4kuA1cY3fxZnkrNjEMZrvxasWRzvPP6Oevn19v7vOgU9Q5t14Bfru1WycRndEX/H8U19CUPFxzXIAW2JudTvTM+uGzzV6Lj4kChLR4AoLGeaYkDdGKiKjFMplUBsXBkSjwGlHufgwIxEYv4s0P7REo3on20MmEWhgvgdNEWrPtZv7ODRkqfxxOnjPo2c/wm8hb4kKFyNiEbmyFzKXr/V2Dp4Wr1kbKYPyP4f717Ce3WjIrKcsW95fhjynflUfp9ZwzHalzFQKgvGj7M95FRTW3KXm1gX7cPIkqideSyGtj6jj9iEyPog9DnKrfO4Z2TmYgxj7GfoDmfKJAA6+qAvcOx6jf5EP5USF1AUgytDRP1MTBOGisc86Xfva6sTwLwzJPF9S9wt5swT+tPHjmj0u0s5gqVs6+AppvCIY6ePd24cRTJB4m2a/fQx7sG1YlyVu/q9z8X4KY+JlLjru8YslSSyX/TzmNzXGaYYt8skJ/qh+hTgCXc5Y+MUmQSeIg2YvRQaHArElWd80RElR7dcBppK/7t/OANLcdCgoWbWQNzqHIJlsYx9QCoxQpFZchqT8g8vYbufvIR6o4vA93lHdlDEIENyQwdL7MeCooGRhgD/L+BJg5vOY9sV+uolY51iu4rHuOIgE3cWl8e1vF/EWafu3mNWHorWZ36hYDOFzXdYH8U0OSsTZ/rxfGp3PnMJkOPtGJebx2dkgwjKnGcWo6ZrKamoZvWRd4prOAh13eVWbVy6iQ9GiJdBcuKJJ64xSjpXxoeeUR/tV19DocP2ClTB8nYX+eokGyMyBgpD16e0x/NKQCa2xehZiWNSzDUYwVPcOmDz/stvf55oRPkMO/otwDGCJ4BLBE+72TJRsM0sFxUNK8asFhDlwMnz1BGi4MaKj3PE7DIBg4/6HUYL/zlTHeMllw6easApDv5xgI+Ns9QIIyMV4xX4RDdexjhl1/RGhrXrM4p0TBZn4QNZBIN+z1g/2SezdGLded2XXAUSb1zQy8SK4N+lsdHI3E2Hq46PGhmB4tCaIHUAV3clbIxE0NzSub3vONDyLeJuCZSmzuG32kGm0Gmz3rczI0gfAQP1N9ik6MZA3AAibsKnErvL3O8hAXxlxpODQQXUk/oAJqzVUHQd5MHChCbAGlGvlFcACHYNgKSP9onNJY4QVtcNlt7XVisl/cx/3l8yw5U+k10rjj2RBMg8MA6ISmEpPuZF0BTzFQKiMsJC+9TWnHn1/lcKSeH/8xkI5N7OFjtZQP20SGT4PHaJYG/ikxjPGN/oYx63qw/gSeOb+hbjGPWBHnBv0tLAU6z8McmYlNp5JcVXAx4RTGXAJQItGiSNjNgQUu2jULG4oSKJ38J9kMVZRQDnz5aV18vl5c8aUWQbaMAe80EQnLZSzli5+HPJxcMWPzAfmCemSxODQkN1INYV+uols9IyZe7HS2jjfpzH9sXrAQAyt3Psx9Ga5tg46LjVi4LVMjLqVzA+9DVPB4Kb3F0JPpCwDxeIAzjKh2BN6ppKj6Dri/1iAVRnpeI1Mj2n/c5E0JdwZ4tFwv2t/4mpcLcByltAS1vSfwhgAZrchTDFEu4yXdCj2VgTwVHNCIn7Ska0f4/HeBkyT00cN9wogEFiIewYvE5bj+7s6CL0Y7mPG2IwZLtYWejHME/a+uz0Un9yEBr3ewiQe1AY1zAuGNfoa0xyoq9pC+PksU4QDjwva/mVmPqlxDzV9pWQapSx/d6A/Ld/LzUwL1tE/47Uh4c3pO9TTLF6dR4VHAPFs/tEujZjyCJgqoEmvjsjgIXtMyDcxwtt6cgbEAVV6WkImO0TQVOcleCuQKjSLquRrH+MAahSn8qu20qbZ+d6H/D+GfuCgy79VruBJpey5XzaM31O+zBOGNj82pkBxT0AbN7HyCwuxoncVD6FfIyRi0rff+MeoA/BGmEFk4nfZ62SJ01ME2k/6Hv04Rj43gHU6qQGaBxAZUxMSx+MbadlmwG5zDvjnhM8JhLfwtJ6ILizp96fHTC5wRJnB3of29VYLl+j0lOdlMa4aBxGb0oc37KZ4AJRzthq63G76ld8d2PGdRh9LcZNbthsO6+U0u/YAOMxsYLHmKr4iedkzBNIXZVILBPAiQBYGomDKAdYCNeOKRYysMQ1nP1yBB8bUKawfcCS+KwnrGAQOdawlDRTob2ROVDCdeeUZ4yTItYDX/eURtZltQAqskO0+2jBxWv59SJVT5v1gdwl7vd+iAGiNsm1YZjUtoih0vne9zIWAEvQrWBXyB5Pov/IcwWTTDZzQBTXjTOJYh/0iSGRUWYL6BFrRJoBrF7iztRX1BfV77RIsZgmPsRI8X5KhlmX1cqUcScSA9lvP3bR8pQAu/cLH0sAK2qT5HjzfuCTPLz/eH8H+GBgAILcK+Nem90KqYX8HhE41dygvj+mOPLksdIh6kvEBGqr/bC6xDh5PG9cEUFC39bz6n9Yu5UtzxLReOnY0n/xvCmNraRYIoCK/2fotlTGDPGX3G3+qYEmHwxiHaGonU3KLJJMkcICOeOE2wBmyVG3W8cgd47jg0IH7fsMvSybbZfNEe+H3raR2M6z/hp/Z9ZhBuazYznerXR+00cQb0uS6JZDibO2XVzB3hW1K3BcB7jb3SUI6PdyUhYHl2N6i2MxPNwtEGepYtCQ+FKACfYJNjdO/67Vb5eNl9o4V5IpbHDp/DHwFI+reUbc8PB0CBgxACbva/znmdM9nmqXhkWGfWzL6qekQ9x4IVzGxzXictXnAEvqV7jmOIbxjJAWxjOPj5QQT1UyFJcGnpxm9xdaajBjSrblnmPXLgEnp0HjuREIwSzh/yx9WOPOExBGRR5BU3Q/0jiYMYRij77hEm3LeyAwnCBU4i5A5sza0RbEzmwekDyNCxeEu+ViYk2fSdll9ZKBfG8fAJIIWBwMxL4QLeYoMbaOthCVo1P/zuR4e9FHZYT1gfX12XLqM1LWZBXXMaxtJ9ZI5+q3YpYchHHtmOzTg9FxAao8UrYoSZ1LjAjPA+OKsBixzwTkOXFzH3/88cN1jz322DUFTp/zjPzqizC/ni/IpcSed4Z39bJIHcfxq0QKZNeecr9sLPD2Qd+M5zCWAY6IRyLWT22b/fQ/YgExVGLQuQeUb6sAH4yULJQmbqPrH/0B4+SJLPVdedHUp77//e8PfY/fME8OmujvGTDCqHN2OcZ9LhU8layhKZZTBE6LIHuXEuvkYCOyRD7902cReV4bD1Z1dqn2KSFsn40R69JdAc4kxGeIg54jc2Yd+OK9MQjcfcAgeAdOIHNPXhjzeiyDku7SJpkyzvpNSYll1xs7plSOEvOZMV2x/bqVi9GBW0DAiLXs2AeY0n+u0LMFjrm2GyzR+sYgIKbIwaUHtNMXKHcEN97fmL0D28QH8EQ8k7Y+RTpLLBrfTRxgej9brYwZE1Gy95KNYesd17J78t37l7M/bvzjcqNfqR/5bxbh9v4F+4Rh4aDJxyOvr3nisiwBvmxcy3RKTE3AeEVfItUH3+mPJMEEOHn8YPSYcO/M4FvZwsBT6eRoRXnFRgU1xlqNvZSotDOfMDMDPJOyttD9/Ob/6P+N69uVGlR8row9KAWQl1yDrtgBO4AikDe+4B/84Ac7/GYqNEFzWMFOWWZgab2WU5fp4uyPJHb+bIAtsVRsI0scz0X47gaB9vHbpw5n5fG+hgWL1cuMN+VYUr/af//9h62YJfUvaHXNytOsOHfb6TjPLO5ATUI7Zhqy2rkn1YSJo98yeHhguj70dZ5ZomNIEov1q63yN+k+2kqZH3PMMWsz5wBWgDcHlyX9EHWYv48uq5PMCKgxR6VxrdWYGQNWtXEuxjphkIilVdvVupHqL/vtt9+wVZ/TMcxwdRDF+IY3xcc4Z3m9j0nQAb+yVB0wTtmzojucoHD3YeaRIV5J7K36kjLwq28dddRRQ1+D9cXTwiQnJwAiIIqkBfudoZqCbxYOGJ8KojgnNrQaICsp/BqSjaDDk2HGVARQk6D1jH1q8ee6K7PFqnHF6EGyETjFuuD+0R/sPuGMdQKRe1yT05oxh04NOHXZGCmxRxkblUlm0dWObX3XGUDzduuxEm6IqJ9JwbPgrzNOTG0mRigm7fN700Zx++FqI0bPpyMTC+hxFzGbshtArmfiPgnX84BU4gn1EXDDIqa/saBsxi75c3XZelIDTrE/ZeMax2bXzfbXGCbaqo9rBIKTHkBb72Pasp/llpwM8HEv5mSKTE3se2fbKhb8juCJa3HtOAPXjRb/zvjGuEasLvnR6GMeFO4elGw8y95T6bPSDOPxRbegc99XAk7Ros62UVk7c+PuNpSkrzuUgScPhvMZBZ551eOMaCAAF4/9yCwY3+/Wg7ZZ4jO3Kvx53DKNsU7EV7CgKKuxs5gvjc8ZJ3fPeaN1qSmALqsTgIGEdpJZws5YcKxLSyB0jJeIbQFw7SwU055xxTlLi5ULm0sf0/6DDjpoTbGj6LUflomlSshij5LXf95WPV+Zp+JwhikyOQSQ06+wnLE2fRkYXBmkVCAuAiaLoG8xUSqvWF4xu4p9EoCizujrJRYj06E9rnDjZRn6LTP0S8Z06d6l8c1DTIgLxCAR00Qf0hamSfvdgPEJFNkkJ+8PLH2UzXzzVSrO2J7vz2OFvN8xzvnSTrDIDpocWHF9mFviBY8++uhhK3ZX+4nlxR3vsYQOnGrvCsA2dvxS8zy1NBSvyOxaY5ZwxjI5jR5BB8ocFB3Bkv/23BRxnSFnmRyh+lRvR8clij1Dse5n9VgnPzcOhvrflwTQx2fYlTKF893ZJm9kkdasoe7au+qyGikZFv5/K3uUvdvS+4xt2I/3/odClyIEDMEgRfCEwvdcSz5tOsYUMpvNy+3lRbl6Jm4S33Fc1BHxOg4QXR+5pR8Nizjzx5d9YAYdGcYlGXuVSe9bmyctdT8GgqZ6UuLv6EnJjGgMCQwR9S3ccu6eE2jCMMF17uNdDPqOhhLt35kmxjqYJlzhZ9iacP7czpRxD9cZeE089Q/H8R9jm89o9fgmZ3ZrHpTsHayHbVrKwsCxMCWpAais8UhiQBkvocbMAJzigp+em0LnxiC4ODOOl4lbKzbs7OP1E5/Hr53lxdD9AVP8H1kgZ4lA+sQ6iVlSYxJCB6mTc8YXQSR3kzcyB2zddbB1ZAzYjL2rzAosHRcVDb/dalSbJLibuAgYISlxKW4paW2zvDDMfGORUJQteZCYZoxCJVYoxhWSJA/miefzPkUMBf3bc6/5YEH/cpcF/VGCwYGojGJzxTTpuz7f+973Bsbp29/+9tosVonrkmyq9qLvv8tqZKyPZNvsGvFapW02vmVxTPQx9TsmUMgA0W+WGSKvGTmK6Gse5I0wdvAc3hci6MhmW9Nv2f+r7YxTaZxz41+C8cFCyt4vYXYx+uVBkWEkNld9jdl1jGswziUvSva+IrgtHbeSmKdaI3PJCuy/43e30DLQ5IkqI40ZZ8q5cud31qg8GC5ao+4OKQG/0jZaEBkCZ1+cau7uQVe+lM1pTY9vwgJ21smTXmboPGs4Y7Sy/+5ga3WSGSTZuxozWkrXjsf5Oy1Zv8yA81k5xCvtu+++w//aYrC4iwDQFIPNaZMR2JPdHuVKv/RYJp0DWAIgZf3R3eq1evSBJgbo67tnK6bPkSmcXDNex17PkU1ueS+1Y7tsrIzpyUxHZgZ2DTTRlp2ppa+p36mfkbbDJ1nAMEEOxDhBdwNHIwmA5LPbHEhlYR3++zfbQZHfc6zNOmDzlB0AOwx92Cb1LX1gnZxxih4U76/Ze3J2sMSwr3S2nRcgK2iN4owgoxT74yDJt9nK0TGCn09cXTpmDvXp+FlDKT17lAj6Yjm1BbhBnUYQFUET9/JVrCUeQIe1LmtYW2bX4QvGncESKwxYraApkwz4dtl4aWGeokJwejwaIvrta2T5llk5UtIAKM/bRFI9HSeXgQMu7ZP44p2+ViLtUbFDbiygHKOShc7nmVgRQP/hAsgGEFgrnU+fjIMEdUD5AH30NZVRVrC23/zmN4d93/3ud9dYMon3Y35jeXdjY2uKgwLfV2IwakaJjwE+npUycPtivj6zm5xnnv+MLX3PDRTurbJF1xrbLIdfBE1ZEuTsuXztu10s/CSSG+4hQqdAZkii649Z4bC6bMnOT+yur37hwKnFg+KGTPbfFFkoz1MrcCpJfCGef6nU2GKj86DwOPXR4ykifRmpyrj0SA3FZi8nMk3eKVDq/p/OZx/Knm12L2/QoHLyNsXsxp4krOQPbn1vLRZEl9VLqZ5b69/bkhsvsa0ycQL6H4XO1GafGaePxxi6e8H7gv5zgOIutwjoJbR12qxnBUbJa58zUihyAFBmDUfDxOsFcReDyomCJw2If2SgwDrpf09I6td23VDrY2Pvshsqq5Oafl8EOLlB7Ilb3Xhm65OWcL3pP20dPPmSKfRTQJMzsx7UTR/DUIHd5f84LsQYWGfL4sx1xqvzbTdefEJLaVz3rcdbURZyObFoNtn4yZXmqQhKXpSp41k2nq+EeXLlsx7XjTeukrWLdeiskVc+L9HzLXnQKcDEqUV+o4xBrhGZRz9v9kLiQERjAW3TKRiI2NLQAEzOvHEtv4fP7INFwkUgBS7ABPMEMifGic7jFvwUkOsMY0n5d9lYaX0H0f3ks0ezvGbeZulbBHfH/bgSvEwoPwF5FLgzTayzqK0zTw6Msr4W+yN9zWfwUU5di5XRCUp1Y4VBhynPuEZUD2LMdLz2A+hURpVXSvzII48cYi2+9a1vrVnDGCo+PTsGmrdaw102T2LMT0lXtgAnxiD6GqCIvsas1LjeHIYKbdLzLTFGMs7R3zz+yPsas6rJd6Y2Taxg7HP+vDxjBE2ezsefZzcLRvdjuQ56x89nSz/xmXUAJcU2qd+pz5FBHMYprk9XYg0XkUX66eTlWeL3KRZSxtK4Yo4gKjJPETxlM3Wi9UcFezwF1qVvAVE0yhp4is9D4wHM6TpedixwYj+wkr3hxjqM1gSME75fdQ5flZ016xw0lZKFtb63DqA2R7J6XpTd5TvKi/QAzIgjZgJwQV9iFg9MLteCeneLlSBUgj5hP6UEmdRAkkmAPed5G0VcuXrbpY+Rt0blwyXHQsOUjf7FgKPn03WJA/QZTBoMyM3krkMNPCqzkmDqGZSojzXqsIIjexXZJrfIa++qy+aIjxPZh2Na+hjjWkwr4DmYsvQBbAEXcZWLLB7Pcy05aBIAYWF4Utk42xsNFgcfcTyLz6Fjo7dnvh3AuSfFr+fXYcv/Ht+o8UxlFwmgrfqbxjdSl+D6rzFO62kD2felgienoqd0/BgX5DQgjSYDTzHmyal4DzTzJQ+i1RdzVESwxG9fBLeVBszAkz66thqZzoM9c7bMA2ij8vVnYzYB06HVkNSo9F2zETzfhUAUncSfJw5MU96bSwdOO49421XbI5u3LEVl7/aYQBQ3ViRK1Wd+euI5WCZPl6H2R59DYRN/BwjJEldmoD6yr94H3ejiGQRkVHbdR1sdJ/3hU6E9HIA4LdWHAKT+g3HSdelD6l9imLQV40QeJyZiAOZi5mUfRHnGDo62rriR2uoCktQ8Dw7KPbs3M+Ni+gDGBgAIzC3XjzFKMDCMDfQ5Z5yIDdL/nmYgM6YzTwrjL+COeECVmfjA3exZ3VigLmLmcsgPdAeMk/qwGCeNbcrjpGcQiGJFDNcZMS5rWePSSpmnTAlEN57vj7+zOCdH185AOdPkgXcO3Nwlx+8YBEpDRKlDb0bw5Md5cGcr64TrjQB2Bhx91/VA7VLakji1MtYZ+31wIs8FCfrwBRMYjiskdhJ/Hu8gLe/NpYOnnUv8nasdSnHL8hVoYND3OAwUOrS4u7/jEgb6D2DPzBhfX5G2KcodBU8cRmyTSBYfVBu4AEO6JrEiavt6RspPWfWbfo/bUfUhdo2cMdwb1gmwJAAoxkn9Tt89vgkjKLJMMXA8ln3svXk/7bJaiYApA06l9xBJhGhEeyxgTCbroMk9Jg7i3GABUDlocsOk5KbzcJRa+Ia76yJjpOv4QtuwvL/61a92CJHx9u8GDvURY51w9auvyUgRiCLljjNOJY/Qoh6wTWGeXGIHjxRmFAcaMWaKivB8EB5I7Yo1O88bm8/McdeAz0Jw912NcWp9fqxhABPP4A1P9yBWxNG/SxyoCJQDnauDSIH7mj74ghkcfDZFpgxK7y2+sw6Wdm7x90d78FiJ6NqSqK/RP0gVENMK0J58WSAWmcZdhwKXEqSP0b+zdhX1AmWOz+HHoLzVP3SM+oiur/gl9AdWsQTQpHQKYgR0jpQ2fYLBSbNWZf0ed9xxQ9yF3B/EXTgYcus3Y8OdgZrSlzpg2lgpASekFK4QmZo4Pvl4BMgA0DCuZZMa6Cce1O0LuDt48jUc3UCJ41rG8rZ4Uxy0MaNUW5jdPbczvTyf14cTJDwnzwQRIKCkNeoEnMQ8Mc4RouKTSjKQu4gskyCYnKogK0QcgKcoAG9oKB2UnyPy0vGRaYoDRQRPcXZdfDmtz494Q3HLnAEIwCZhOZeSy4J9DEzEMnliPilzGCcysMZZFBGhl8Q7ypRn7rJ6yZhBl2hIlPZlVqwbKihyCTFBDu7dReez4DzhHblXAPJk+261DmMbHGOeKLcbCbq3RPfWb+KhADRY/gJXYp1Yh444EwYeuQ60+KiUuhQ6rvKasRPBE8fBKpR0S/a+xuqqy/IlttP4u6UfZuOUj0X636fXZ2wT4wf6n4+vJMEWcAFYysa1MWCYMWsZAxXHNfrYWWedtQay3Ejw0BwHiNQF45f6leIJBZ5ktBDDW2OcvNybLZMXBh7ryGPILjYq/aayaVQEyZWsURSmbyOIcubJEXhkZqL7rPQspRfn53I8SFyNAKsWN0LWCLwu9MGCBzDJQhYilyJXoyNJX5ZhtVVqgDcO3P57qzTcc7vUXAUtgy3xSig5grf125WaK0lX8D4bNcY8uWXsfRmF5/0hK2/GIEcgUjrXz+M77nfcjj57FaDHrCYGFtwIek6sYH3ENumj71LuMHFZH4jP2fJuFpHe51YnNQampZ9FY56+o30CAywzpPbniV+9f9NnGKtgezBQAFDuhvNZ4tEoisbzmBEd+xNGB/Xg4A92etddd12beCFh3PZgdwwi9AUucvUtsbkCTvrgVWHc88DwWP719IWSt2VRN/lk8BRv4gVpocRoYBIGfgkI1hV5PN9pTWdvSiAqc2NlswxKyr0FPHkHQph9RGPTb0fwsTFQB5Sf9XsEmjToAZ6IeYJx8s7TwpyV3ll8d5niiACxK/TNkzHFzvsEkACemFHmGYnd+nUmluSPKGvuFxWbDzQOgKKLLZZN4gNPBOzeB8eUJ6wRzBmucwwWwBIuPH6rDkgoq7gmMU4CTt/5znfWXORenjjjKfaJUt9YL6jqzNPGSWtdx7HB9Th9hrEM/R8z4ft5ACA3Ttyb4KyvxzCVwBLX922reL/28yEDAE+/ssB2B0++5JEEnYK7TkyTmF0BJ2awOuOUPdciz5G9q/h+FwVOCy/PMgaWMtDBd1eyEixkB09UeknJxqA63xc/kfab4k6I0vLy4j1q93NLBStY5SUdPUn51LDI78Rq8h6D4mVvsZamPHN2TBzouqxepoJWjvNp/xKBIkCGHxeVbww05VjevU9Jpnyx30YANKXNlNpyBqoAiu7yoNwkGsR9TmwiIkUuhkkxTgJPsogBmaU6LT1bpohd13XZesJ7i7G1Y2SAi49ptAUnBfA8eMoPjvWxyw19JwAiWMqIAwcYccxdj7hOiOzz2RZqo48zTrj4mKQlfaJ+JiNOLjp99JtxjZiuEuO0TNBUYpymvPPJCwOPfWpCJVA5NDAHTaXr0TAzABRfbglctbyI0jNMHbBiGcbAEx2NRqQGRo4ZKE3cLj5106/dMkAtirIz4NSZp60r3t6cOkeRSXiH0bhwy7ikXJxtyu7l59S+l/pFzSir6Qb6hS/votl3zMBT/9JWCh5lTcCq2KZvfOMba/lm6JOxXkuKNoJV6jyyU122lnibygCUpKbrauMaTA3X9dlm2bgW2ZbSNvtkZVqPeLv18RU98isDOjybz5j3MBWNZRq3BJhknMhQ8QBxz/22UTFOsR9nk1Y2BDzFApVeZoaIqah4PW9kkbGKFVsDUmOgqVZhEYz485UGFH8Z8eMWezZwscQKsU3asvyKL/KbofOsjksgJ4KtUv2UBrbOPK1W/J2MKfAxwF9TshLaY8ky45MFulJO9nvbjvdqBfWx33s547P5+e4yyNa89Fw16kesDUnAqqxg8lP5oOD3y8BSVu9TmYsumycwJCU97n2jhdHx8acExvw4SQ0cjQGmVRmxNeMnAsJdwgcgiAGD50R9TK5wGSca15ilW4pxWu9zLjJOrRQ8RYQ2xmZkShzJgkSzcx00+f6xe4wNOGNlrlnApf36eMr6uL6Px01gmdCAyI8jlok1fjyDuKend3dAfN4WcJT9VwNSsQOtqtN2WY44sPE+4X0XZefCsRzjyftgiOPxbn26UeBlye7BMXFWrRtKscw+qHBPlnQirw65dcivo/9YhV5gSX1L1q+UuSxgWcNioBTIinUdDR1/jpIeiuXNrtFla4nnEYwGwBTmqWRoZr/jObE9lcaxVQOmmnibLo1vu20f4wh6x5OCi0550/RdbJM+LHLvscnLDhIvjYUt72ulzNPYDVsbQwnlZo2rBARq/2fXrgG2DFTUrpkh8JgANC6ISAOTEMfEAr/ENjEFvITO4/PH72Plr9VlPL/ETnTZHGlR7H5c6ffYOTWQw7Herr1P1xib1vLHY7M+rvsT20R/AzRhAcMokTtNylugSYCJdSKzftXCNkx5lkWkA6/VSUYKlJiiKGOgZuy9ZeNWCTRMARLL0M21vE2wu7tv/xAgzjkYT3hSmPhELC+MU2kJsfUaG5mOycaw7JyVg6dMicYC1BpUK8gpIfPafceeIdvGY1oaqlvvbgGTaZxlILL09AAn9wmz9he5LljDjllPcRZCS2eOzzNWd/G4KY2vy9YUdz9EaelPxP7oGkxLjseQZDPGCcUByPePlaUUP5XpE5Vrv/32G5gm+pzinJQMk6UqJDpOQElKXMHh+mAVZ2WOwd5jBlWJYRuTEuPeZfXiE5acecrctpmMEQOlc7Jjxs7diHbhY2M2rqlvqZ/tueeeQ2Z/1phkGTKVkRxUcoerr4lx0ncZKuQpjIuDLytIvCQZ87RehmsSePKtfx9jQRZtDLWBvQXl1xRczQ3Vap1H1smReRZ/AdDyKeRMsyarqjNOWXxT7XmnMkYZyzZ2na7Ydy7J2sAi77DUJzIdMMbUZse2tmd3q3gWcWecWHLG4y+krCUCT0zEkJESM4dPeeaWY1v/X/TYLuuTjG3yT8noyAb5VgDVwlQtqmfX23ZqjBOkAC7xPbYbK04KkHON/GnE7YoEYH+ri27ZY80Y8zQVuE1OVcC2ZC2NbbMCx+tPrbSWwb/2OwMGY+dkyBzFLVSuRiXLV1uhc0AU+Z7UgGCVQOOiN91t53l2YpxT63O3Us+Z8F8tA3mXrStbcRBeBIR7O1Q/Ylad+tM+++wz9DeYXmUQZ9V6d5EDlL761a8OuWVkDYtxKinuCNS6nDulBJpK0mLEj7WZRYiAVff3jHEi/IRYQo1n+ojl3WuvvYaljnCXk6VffZPxTHGEpCZgBnkpSHw9z72IoBfW4y5cF/OUFWjKtnR+vCffo3Kb+rBjgCjep8TY8DtD575AsLNO5L/QOTQaT73PB19wXEusVgctz1hD3ZmU7tll9bLs+o5GSWSjSm1oajlazlvURUU/wIBAsQsoSXljBfMbQwUFiRVM7jQCVRdhkRaRTKd02Xwp6fixca7V3TNmLCwDOLWMa63XKbnrYJzcXbdHhXmCBIBxGsscvgopkSEZE78IgFsow3hNplKapYY1ptRWUek1gBj/o4HhpoNxYsV2NSrN8FGjU0NjVoJEjYkVsAmoY72fGEznyDyzjDKXQ6YEfGBbxOovXb/LzinLBsU1Q2fR6/HxfsAUcPU5xTUdeuihQ78TA6V+dsghhwx9UJaxjqM/HX300YMFrHxOir3w+KxodeNaz45Zz/N0OffJ2KC71d97HB+ccYLNVT9T3zrwwAOHsU19bK+99podcMABaySBROOZQBKxTepvGCsyXiAHPNnnZjBOcSx0w2zTwNNUv+V6gNMygNQYG1NC9BlCd+bJ2SYsYJ/y7YnGAEpOZWZxTs4WxO1Y2bO6mwqg4n27bD3x9jCFPRpjoPz6Y+csco9Wpsrdd6Qk8LQEHjBOcDvpPUh+ycr2boRQb1t9oOuyubIepmRsrIvM5JR+2/K7ZawoMU+47SAH6Gfn2z7OMa7hTlcfg20qxe7WwOaiLO16cMAi11gYPMWBdBGKfyp4ieeuV9ajLJ11QonjMiDWSVuQue4FOKJxEUjniTCd3iwNWP78LTln4u8WEFSqm6nuvy6bK1sZ7C7SFnWc+pYYJ8U3XeQiFxn6naxgWF/c5epHCgxXkPh3v/vdIbeT+pcEQwcXOYOGrj91ke0u5y7J3DiLjm9j+zZKxnS2gyYf19S31MfkRTnooIPWYp322GOP4T9fVkzMkz7qb0zIYKkjD0UZWyJtlTLmjp0i62KeWtBj6f9WGYuRaLWaF5Esviii9CzmKcvtBDoHofuK2TXGKYKVqQxUVkdT388y/PJd2mVRJTv23koylT3yc0r3XAXApr/hCpcC91mt+vii4upLMk5wj/vMuhK7HdneLuduiazDqozyWpvKPCnrGSOj/mi9njNPPnOciVCQBD75ScLYRdJLZ5wWAUxTWe143tTjFu3nS495QkqDe6aAV8lerVdi2RwMlWhNdx3oGKxZn8JJ1nBPiElji77XVgC1DPo4c/ct+n66dFlUPA5BQgyG+tf+++8/O/zww9cCWF2pwxqpT6lviXHS7Dq57TxzeGkGK4IFHmOfupz7pCW0pEVvlo4bCzOJ56yXocrGi2x/JhABLGkkpknxhGKeYHmZzeoGivqaYp3ENpEQE29KaQJUlI1k5hwo8ruUv3Jp4KkUVxG/twCnZfg0lwGgxkBC1tijbzh+SowTbBOxTu4PLk3brFnJizS4Up3F97QekNZlfTLGqGaW7LLfTY3Jai1f7dq1Nh6ZV30EZjzGibgLX80dQ0WWL5Mw9CGbv5dvTJG7cm2to5J0NmvnlagvS31vEa+An1v6vUh54/Wz735sNqaVsonHHGpnbZ8x7rFOWT4nv39Jl7heWAY+yK5T+71S8CSpDbxU6ljBshdaAi01xD92j0UHFL+3K3AkzrSDfdIWha7zcNHhE1bjYladJw4DRC2LOh4Tf081EOUKgKy7HUBtbVnGO1rvIF+z1BcB+yzBohk/irkgrpCZrcyuQ3Erx4wCxLVVdmP1LXLRRGDm601K+L3M2KcOmra2tID97Lfr0BqAqt2zZkhstK71mXakJSBbP2tFMq6dfvrpQ39T/5IXhYziGudkuMRg8c2YXZcRN/weW5Jn5TFPJVYkk2x/CaG3NsAxVMm1xp6jtL80AFD5HvMUWSfOh3FCsfMBVLXMRBijfhft8LXjFrWkuixfSu+uxga1nOP7W8uQXTNKqZ1k1mULyIJ5wk0XY530nb6GgSIXAgZKxhxkZfNnWsQC7n3j3CWtTEgr85Ttz/rKMpjKRYwUZ558pQzPVcgYddZ2xol8ToSfZKl2akTIqg2UOM5FsmVTwFMNOJX+cyanBpBagFNWjtp9pwCpFuAUk2IS4yRRo2E9OjUsNSYpc6ZNa+vZVltyTLSwdS1SA0vZsd65YaC67Dyynr61qrLEgaPGLmOMsGadLGD20/ckrKelfqZ8TuSXUd/LABH39fYM6xT7fwdF523xdpsBqsxTEdt2aX/W/sfa27L7bRbHi3scg4XFfxmzfrJ9LVblcxLbpIz9xD+REmSrzK7zrY/hToJsOPOUFbT0APHcVoReEn/YGoBqZU3GgJNf3xknZ6C8MxFsCtOEX9iZpxjv1GLRZ+Vd5D3VELmf25mnzZNWNsn3ZfvHrN+alIybeM+s3PH+LWApuy6K3XM4SbzPqT8JLMk4kWIXiCIpX+sSQxlDVaujViC6SL/pfW1ryZR3McZEtTKw2X0X8UJkx2VGNP0srtPqs1jJ53Ta9gV+1eeYBOWuupJHZYz5XYbUiJ0xULXSte2Wdc562JOpZRhTcC3AKUOrDqC4vhoXW2KdnHFiTTsHUC3IfFnM0xTZTJbivCrrresS0xR/t95nvQN4y/m1Y2LGYwEoX8GdldmlwLVmnXLMyBqGdZIQr+f3KoEjjiVusZX5HgNZU6UDp42VKS6lKYZmre+1Aqh471UyT7jD1c88/QceEgLDTznllKGPwTiR0ykuxbLR69eN9cOMeZoKnNa1tt0UV1r2m2tMrdQxRBmvNdaY4/esTF7hsbIzxEqDYTZdNhMhy4ERn6UF6GXHtb6jGgNRYwq6Ul+9tL7DKdcr9QukpU8v2tYWKS/9wq1ht4IxUDhOyluME1OlBaxqrBK/Yx2w32cUZeUbKz/X67J1JdOlcRzwYzM9WWJWW4FTBFAtkp2zKKMTxzaPeYIYkMAmaRw7fXuqHdLteIB4zaPSUq6NZFxbcMpKUhXwe9Gbl66RSdZAWu41ldJsAXMRRHE86QgkajzENAmVe4xTXIqlpV7Hfpf+q1lI2X1rz9wZqJ1DFn0/LUCq9P5L7Wzs/Jb2BHjyYFVmz4mJUl8iq/GJJ544uOvIGj72LLX9Pb/TeUNKwCkDUTUAVboux2x1iQDK+wGz6zR2yTg57bTThv4G4xTXZF1PrNNG11VGgCwVPMUBN/5HIUqD8bLcEK0Nt1R2v0YJMNWUbWTgInhy5Q7L5IxTNssuey4ve/a9VWrvowZIM6umA6eNkY2i72ttrtaHW42WMT3QCshLhop+kxhTgEkB4lLscpN7EHgLW53tnwLySsbPzjBonpelBTiNMbYt1x+TRZnKZelkH88imHBSQOMYbNMvtqck8FinUpD4zjJurIx5GqPfMpAyxqi0Sgu4mHpudp1WKxUFDionxwyNzpG6B4nHKZxjz7KRja5F4XcAtTVk2YPy2ICw7Hc+pR3Rz3CBE8yqa2if+peAEwHiq1qbburA2WXnkFW3lRr48v+nGqjraYfR+I/jGn0NkITxov6lvnba9kDxjHGKoHNnGS9Wxjwh2QsuDbrx2EVedsm9VAIaNb/yIr7hjM6jYaDUAVAEp0rINxPzOmVBdGNlWFbjqzFQ8R4lVqoPHpsvi7KAWTvO/qu1h/WWYcr1/TtsrfoRM+6k0FHyJOfzZLOZZHqkZORlv1sZq4zBHbtX6f8uq5cx1qmFwUda3vUi736sr5XGt7E2G8vDuIahIpDEMep/xBOeZsuvjOV1mgIIl9H+s2vUrlsCkyvJMJ59r8lYocdeeE1Rl8BZa4XEFzZGz0sATVi+Hh+hY4h5Qrl7jNMioGk9wLN2fqvrZmexHs4LklmtU6RFObW40hY5v2SJZ8d5Fnzypgkg6T9lPCb9hyxhxV+wft3YdbPfpf2l3y2KuLR/rAwdOG09iUZ8abwoDf5jBEKJkFi0rGPGTakcPqYJNMXYQf2nfnbG9glQMU/heoATxy6j/W9EH1pqnqepUkOZpX0tDWxKxdVQvyuzyFxBbWqf0DkNiP9x22EtjyUMG2toXraWgWvR+vB7rZIF67J5slGDcwsAq7U173OeOVyiZJn8J/CkgHFZwm7ELAouW6QDnHOfxMG/5fiMsV0me7ho+631rTiucR+Mfo1XGrvE7mL4SxjzZMCctf2YsVUyzs3jxW6rQratzEUNtMTfsWF6UOh63AfRkvfnyiwId9epMclCdvDE/zBSWZxTC5NWe/5aPY3911JXLexbl60rJZdBPCbbz3ktjGyLiyErQ8ZAlYR+RWwTMYZcQ8rcl2Hp0mWKxFlmTEYoMUvxe42VmgKk3PjmE/V9qa+2Gts1BszHNgdHPiPcSYFfFdZjLY1Xq5CWeq0xvusBuJPBUw1oZDJGb7cCJ//Oy6Kht96v5kYYa+yxAQKKPBeNGhxl036CVzkuxjllTFrWEOMA1so8TW0YLcf3wWnry6LvP56/nmvUzp+qUOk7AkjaCizhviNpn0CV+lprJvEuXaJXwUGUJ1UtnefbuG/MMMiMcs6Ln1p/mQKosvt6f/FxzcdYMvrHce2s7dn7S/G7rRhhqkzRSTXgtOnMk/+O0lJxLQ2rdAzLLmRrrUWwU6MRo5UxxgpxP49f0jmO0JneSeOKZRx7eaUOMDYwxv9brY4WOS9QsVtVMmXL/haWsGRptsiiTGUrsxr/K1mI+s8VO/+xj99durQKcXWeHJLfjDE14OLbVt0df7terX38WP8erzMVXMTxz2e3+viajWvzAutUwwSlcrTsXwQ4+XNKYpLr+Htly7PUkFwNQE25R7bN7sWLLQGorCy1e/m1M9DBd2eXdBxBdZEZA1xFX3CJ3VpPnYw917KkA6etJzULb7PAxBhwalWiKDf6Ea45xT7pPwY7nj8qwKjcu3RxYSF3MtjzW4J+HzO8a7+z/SXDNvtEgOJApsRwtfb5SICwz2eEZ4tlU6azE08K20X63FhdLgqc+B0BU/ZZCXjKXr5LDQws0ugiyIjo2s8rAZIMsUd0Ptbg/JoRRLlFnJUxWg2t5c6kxZKpSWtjbnmHfTDaXEDE/xkDtajiWo/Bk0mt3LHdtwCpEvNWcj+4wm/p213OmwL4lmuKOFbaRG15kRLLU2uzpTGnxDxBDPg+/+3nRmkZ18bOi/2zRj5sKwBB/127b1ZnLd/HJJbRwZMDZlYwcPC8spin2v7SQDtVUbUqtzFF3NLQspfj18zYp3h8ScG3NtRMFmGosmt02flkmYBo6n2XdZ31Aig/h09kmbEadQ1mBrlh08pydTnvCclWlakeEYACVEWvQTa2tYKkMYM9A0/x/rXyZNcuxQDWAE6pbGz92vPwe+zatTExq5dWkmMKeEJfaHknFhzXh98rW54lG8xLrFCs8GgltyrZrCwlWe9AM3Z+bLhjzFepvPG4qWyeX3c9bNEYGO7Aa+Ml6yslZZa119K7K7W5KdZgvP/YMbX9NZ3CcaW+U2Oipli6rbJZ/aEDvNUKAAD2ATAFSG/JX7RK8BS/+4xuPye7t39aZvbVnqvEkpXG/XhcC3hqrav1Mk8wTHrXAKbMbbvS5VlaBvYWADHGuoyBkqkKrYU9K0ls1GMvumWQGRtAsn2tZa1dp1amLltHxgB9icGpnbdqI2MZzJP2edJLFJ/EY51cD9A3Yxzizig7c9l3FtHgqTalrPWeqsA/JSalBFpcpgCoCGQyIBXBU4yB4pr0E7a1+8QYpgwM1X7XxO/hv1uM+Qj+FgVNEg8KBzwBnPbYY49hgXFWLlgJ8+Tb7L9s/yIKumZpl8qTAYUSOi6BsbHrZ5/W55G0WNsuGdr36/gx/lxjdVW7Vzxn7Jm6rEbGDIv4f8nIqAHy1naYydh5WfuM57b0hagEObbGrkXQtEwQ0nqtKf0jPluXjROW+ZHbhoGV2WYZWMnGFmSszY0BqBJIiwyUl6c007wEnsau7feYCp62JbFPlHEMfNbqaL3gyUET3wFP2gKc+L108FSazVZ6oFZ0WTrXjysN7K0IuRXwZWCr1tjiMWM5Zvz4RRpErewlBVwDmQ60soGsVrau5Le+rIcdWuW9W5mnSKO7Yo/tnb6H5biqxYFXKb1PbbwoU73aidqZL59VW6NtzHBuNQTGxjXflkBcaVx2oBDvNcY8xXvE8pWec5eG+KrS2BmvO1ZX6wFPnpZCH4CTlnxaacB4i3Vbalwtlqaflx3fwqIs8jzxvlM7TKm8GyWl95Btx66xmc/RZVocU+u1MrYy/mZfvH8J3LQwT2PP1XKt2jXjNaYwTutp3y1l6bL1RYOlwEIE6dGwZDtmkI8N9jXWKdv6fTPgUetPGQubXS9jn8aAExL729i9amWP9bdMAOXAia3HufF9Ers139nMsy5dunTp0qVLl02UvpZBly5dunTp0qXLBOngqUuXLl26dOnSZYJ08NSlS5cuXbp06TJBzrXg6eijjx6Cv/7xH/9xw+/9sY99bLi3tl26bKZ87nOfm13nOteZXfCCFxza5P/93//NnvGMZ2xKQLP6ou6rvlmTzSpfly5bYay4//3vP7vYxS422yrSOp79Y2P/PrfI5Nl2Xbp02TlEq6Lf7W53G/KYvOhFL5rtueeesyOOOGKzi9WlS5cVyHOe85zZFa5whdkd73jHzS7KeULOtbPt9Fhnnnnm5MRXyxBN9zzrrLOGxGtjuZ+6dFmVfPOb35xd/vKXn/393//97MEPfvDafmXf1kegaiNFlukDHvCA2VFHHVW1rDerfF26bLSIzbnxjW88++hHPzq70Y1utGb0aAxR/qEpojxFd73rXZfubcnKmIlyZKnsKvd5gTk+1zJPenmbpXwFmLri77LZcvLJJw/bvffee4f9ymsyZRmCjZatXr4uXTCQV6HnZfDvjLLrxLXhdnZZGi1CnMK3v/3t2b3vfe/ZhS984dn+++8/e+pTnzqwQN///vdnd7jDHWa/9Vu/NTvooINmL3jBC1Jl/6AHPWh24IEHDo3yqle96uwNb3jD2v9Ctfvss89gvUb5+c9/Ppzzp3/6p8WYJ/mShc6PP/74gdrUd5VR57CGFvKjH/1odp/73Gcorwaf+93vfrMvf/nLTXFUmY9YiP1KV7rS7Ctf+crshje84eBCudSlLjV717veNfz/8Y9/fPa7v/u7wzo7l73sZWf/9V//tcM1jznmmNnDH/7w4T8ds++++w4umcy/zD103GGHHTZ79rOfPXv961+f+qP/4z/+Y3b9619/iIlRtt3b3OY2s69//evV5+uy9UVtXW1Aonaid4/VGGOKaBv/8A//cA43gPb/+7//+w5slqxb9UP1t9/+7d+evfe97z3H/dWGbnKTm+zQBkvZkFtinvT7kY985Oyd73zn4JrQda997WvPvvrVrw7/v/rVrx76k8qk54zt/BOf+MRQDxe96EUHy/jwww+fPe5xj5udfvrp57g/99C11Gf/+Z//OY1D0fO8+MUvnl3xilccjpXe+qM/+qPZT37yk6bn7LK5QjtTm/6DP/iDQddLrz7mMY+ZnXHGGWn7e8tb3jK8b7WhD3zgA8N/Gk8e+MAHDu9f+/V/7EuS4447bhh3pGsPOOCAof3JOxKl1Nb+7u/+bnblK195aGsat255y1vOPv/5z6+V79RTTx3GSxJM6jrIssvYGvOk57jtbW87jIXSFeq3egbGxve85z1rz3TNa15z9qUvfekcY5me4xKXuMRwjLCDnkPjcxTuoeMueclLDjqhFD/55je/ebifyiNddo973GPAKJNkviR5+tOfLvff/GpXu9r8nve85/wVr3jF/Da3uc2w74UvfOH8spe97PxhD3vYsP+6173usP/jH//42vmnnXba/PKXv/z8fOc73/xxj3vc/CUvecn8+te//nDci1/84rXjHvjAB8733nvv+ZlnnrnD/d/whjcMx37uc58bfh911FHD79e//vVrx9zvfvebX+ACF5hf8YpXHK7zyle+cn6Xu9xlOE7lQn7zm9/Mr33ta8933XXX+SMf+cj5y172svnNb37z+VWvetVzXDOTj370o8Nx2iI3vOEN54cccsj88MMPnz/hCU+Yv/SlL51f4QpXGO7x9re/fX7QQQfNn/GMZwzPeuihh84vfOELz3/+85+vnf/Od75zuP/Tnva0+Wte85r5n//5n88vcpGLzI844oj5qaeeunbccccdN99nn33m++677/yZz3zm/G//9m/nl7vc5dbKrnpB3vjGN863bds2v+UtbzmU56//+q/nF7vYxYb69eO67HzyqU99amgjeuePfvSj529605vmH/rQh3boqy63ve1thzZ37LHHDr+/8pWvzHfffff5gx70oLVjvva1rw3HqN2qrahf3OAGNxja0Hve856140488cT5/vvvP7RPtennP//580tf+tLzq1zlKudog5lk5dNvna/+87znPW/4qCwXvehFh3KoTC94wQvmT3nKU4Zy3/jGN97h/Ec96lHzW9/61vPnPOc581e/+tXDc6nv3fWud93huPe///3D8+he0ltPfepTh+e40pWuNPQ1lwc/+MHz3Xbbbf6Qhzxk/qpXvWr+pCc9aX7BC15w/ju/8zvzs846q/FNddksoZ1d+cpXnt/udrcb2tG9733vYd997nOfHY7VPo1PatfSqy9/+cvnX/rSl+Y/+MEP5ocddtjQLv/yL/9yGFNuf/vbD8e/6EUv2mF8u8xlLjOMP0984hMHPX/Na15zrU/4WKFxKra1+9///sNxt7rVrYZzpdfvcIc7DHpbov59/vOffxgz9V0f6QDJKsqYicbF2L/1HBr7Dz744EEX6H4a3/baa6/5m9/85qH/en++1KUuNYy/iJ5Tz6Rya9x7zGMeM99jjz3m17rWteZnn3322nFf/OIXh+fX+KVr/dVf/dUw3jLuuTz72c8e+vjd7373YdzX+9xvv/2Gc3/yk5/MW2Xp4OmhD33o2r5f//rXw0tTQfVAiAqoClAjQfSidL4qFJECEohRRQMkPvjBDw7Hve9979vh/lKMl7jEJdZ+l8CT9ulFuFz96lcfGgny7ne/+xygTS/0Jje5ybrAk/a99a1vXdv3zW9+c9i3yy67zD/zmc+s7ecZ/T5q2FE+/elPD8cJBPkgofpWx0Z+9KMfDYDKG/YvfvGLASRJ8buoo6kRx/1ddj6hHQp4j4ETAR61ERkJMkzUJ6TYfvazn60dc9Ob3nQYaM4444y1fVJg17nOdQZwhDz2sY8drv/Zz352bd/JJ588tKv1gCcpRz9XIEj7ZXi4ofHkJz/5HPfJ+s9zn/vcoa8cc8wxa/v0fNJZ6h/Ixz72seF6PqB94hOfGPa95S1v2eGaH/jAB9L9Xbae0M4EJFwe/vCHD/u//OUvr+1DT3/961/f4ViBcAGDH/7whzvsv8c97jG0d9od49s73vGOtWNk9AosjIGnj3zkI2tGUBQHEALuPqausoxTwJP2AeR8fBMG8L5Hf/b7ZP32bW9723Dcf//3f6/tE/jdc88958cff/zavu985zuDceO65Oijjx6MJoErl69+9avDsXF/TZYezeyBqfJ/ikZT25M7DpEbTO6n733ve2v75BoQJXfPe95zB9/vox/96Nkvf/nLwa0lkStgv/32m/3TP/3T2nGiyf/zP/9zdve7372pjH/8x3+8w2+5rbwsomN174c85CE7xDE94hGPmK1H5CYUPYioDlQXCuqVyw7hu5dJ9KK7L0Vbyk2h87/4xS/uUHa5M652taut7RMt+Yd/+Ic7lEX19dOf/nSo7x/+8IdrH70z3V/BgV3OO6K+9/KXv3xoF+oPSmkgWl+uDMmPf/zj2Uc+8pHBvfGLX/xirb2oHd7iFreYfec73xlcA/Tl3/u935td61rXWru+3AyxDU6Vm970pju4M+gnd7nLXQaXc2v/kXtDZVcKB+kmXAUnnHDC4Aa8733vO/RVRO5PuRaia0+hCTe/+c136D9yBejc3n92Hol6/VGPetSwdXc17UDuXERt593vfvfsdre73fDd24H6xM9+9rM13axrHXzwwYPLG1HoxkMf+tDR8ukecj09/elPP8d/Les3bkQZa6I605gU+6fGcrnRW/utXKkqt3SLhHIr5EZhLnI3HnLIIWvHa3y81a1utUNZ5CaUC1R6zOtC+u/Sl770pH679KhMrwyJFIx8kAI8cb/7LRXTo8LH2WkCFvw/FHi33QZl+da3vnXwxcp/qwoRoGgBT/iLXS5ykYvsEKege6kRqeG46GWsRxT7ERu76kHxF3GfxMuk2IznPve5Q3yKBimfJKkO4GX3hloquwY7GnAmDJpdzjsiYK9YgH/7t38bFKbACvLd7353aHOKYdQnE8UsHnrooUMbdGPAjYVl6xZJS/859thjZ0972tOG+KwYk0T/Qcdk/Vz73EhR/9F5igupBet32fqiccdF8TIah2Lc3MUvfvEdfp9yyimDAfqa17xm+NTagdqW2lDU/y194sgjjxxAgYzgqbJRZVxVv5XR9sxnPnP29re//Rx9in6r/RofS/3WRf1Weiy+80WC9ZcOnrJo+1IE/qJZEqTkFQymYGehzXe84x2zy13uckOA+SLl2ygp3bulfmQNCTg99rGPHcCRGpoaueqiNRDXhXPe9KY3Dag7Sp/tdN4TGTMEoH7jG98Y2gjGDO1FkytksWayXuNiVf1HlqkYIiniJz3pSYOuUECsjBAFoy7afwScFECcSTTQuuw8UmJznAWR0G40QUoTijK5ylWuMttM2Qpl3HUd454Yok996lOzJzzhCYM3RayunknB8ov2W71fYYfs/s44j8mWGSGVvE+R9a6wJZoJwf/IDW5wg4EZkuvuete73uBO+Iu/+IullkX03WmnnbYD+yTre7NEs/LU+H2WomhMWRWx7Fk54z5ZVxINADe72c1WVu4uO5f7Qi45MZxPfvKTh5lkf/InfzL8p9kuWGZj7UVtEGbT5Vvf+tZsM0SuOM0C1kwkueQQuShd0DGt/Ueugute97rnGFS77Fyituqskt61xqGxLN8CyHIXC5y39Imvfe1rAzBwcNbSJ9TWPvjBDw7gv8Y+ZaBvo8q4ChED9eEPf3hgnsQaI1G3aAyTR6m13+r59L4vc5nLrKt8WyaD461vfevZD37wgx1imZQo76UvfemABpl2LRG4kl/2fe9738Cc6LjWeKcWkWUtN6CSCyLqTIoJ2SwRSo5MneomplhQ2T/96U8PMSuIOl20kHWcXHOajq5nzejeLucdEThX33ve8543+7M/+7OB0XzKU54ygA4UlFIAiPE98cQTq+1Fffkzn/nM7H//9393+L/E0qxasDC9/+i7pn67yDWi1ARvfOMbhzhLRPGWpERwi1h971nPetY57id9FI2aLltXol6XXpXEeJmsXSmERDFFAh1jfUIxdaSmkcg4L7nSXHQPtVeBiCjepsWmxna3UWXcqH4rkVEXjxMw/Jd/+Zeh/A6cxDC53PnOdx6OV13G6+p3lgJhyzNPirGQYhaN/oUvfGFA/XqJn/zkJ4fK8oBQicCSGrmC6BTMSWzUMkSuQAW7Pv7xjx9egGh+xUoIhEg2I3uqcmUIKMpdpwA8ASRZvspL4vLEJz5xiFuRm0KuPnWo1772tYPfWeWn7AJOr3zlK4dcVte4xjWGwVJWimJDFPMii/plL3vZhj9nl40XxQw87GEPG7IIK5eNRO9e7Kv64//8z/8MBosGGTG96m+aTCE26qSTThraovLDKA8abVBtVdS6cuaoDUoBwy5vtKj/yuKUy1GuOrV9DSZZPiYZE8pHp/avfHI6RnUhUOWASsaccjqJpZOh8vu///sDKyerWMHkAmYeeNtl64oy3t/+9rcf2qvasvTnve51r6YwEBkb6ieK8VOfkG6WnlV8nPQzY4b+UzsS86nxTZ4T9ZEYV5uJ+qX09Ete8pKhfeGyUu4y77OarKB7vvCFLxwMAbErKtdGlHEVon4qL9Pf/M3fDAa+4ik/9KEPDe8rivI56T/1W+kyGTb0WycSpAeUc07MumLaNNYLW+iayucmHEKuyFGZL3na5ymnnLLDfk2d1BTKKJq6r3xLLieddNL8AQ94wJBzQblaNG24lBZAUzSVt0L3VN6GKKVUBVlZsqnReo573ete8wtd6ELDdE7l2fjkJz85HKe8TIukKojPy1RO5cOKovMf8YhH7JDegbpR6oZb3OIWQ6oDnR+npypNgXJjaGq3pl1rSrbyZumaSkUQy6pr6RmV3+OSl7zk8Kyf//znq8/Y5dyTquDOd77z0M41jdflX//1X4fjlNMJOfLII+f3ve99h/QAysmmnC3KEfWud71rh3OVJ0ptXm1KxzzrWc+av+51r1tXqgLvD97HlUdq7Lm/8Y1vzG92s5sNfUd9SKk4NBU9Sz2i/q3caOo/yu/03ve+d8gHp31RlHtGaU407Vp1KJ2lHDknnHBC9Rm7bL7QztQ2lO9L7085vZTb7/TTTx9tfz5u6T+NR+oT6htK66G24aJp+UqLoCn1aoPKWURqi7E8T0r7o3auNqixUfmmlPPpC1/4wtoxGg+Ud01tUdf0cWHZZZySqqBlfCv1Z+UtvNOd7jSk1dEYdbe73W3oWzpO78/lwx/+8JBiRfWjcey1r33t/PGPf/ygg6IoHdH1rne9AQ/oo3pVeb71rW/NW+Vcu7bdKkS04J3udKfBEhfC3ZlEgeZi9mQ9n5dS6HfpsgxRsKqY2Rgn1WXnFbEVct/IdRVng3c5d8gd73jHYbWDLAZzvbJlYp62msRlG0QDyk0oKlFurp2p7PLjin6Vy6UDpy5dyiL3gGKW4rIPcknWFkXt0qXL1hr3BJiUu2pV/XbLxDxtNVG8kF6G0gIon5RySWnKpGIitvrsGpVZDUZxYIpJed3rXjes/VfKz9OlS5f/TxQTpeBTTe1W3Ihm+77qVa8a0nnE5LpdunTZOqIYTNbBU84qxfTuvvvuQwzmKqSDp4IoeaTSArz//e8fUgIoh42YJ4LztrJo1oSC7RWkqwBxMWUCUAq+69KlS1mUMFeBt5pkIXeOgt21WLaCbuPkjC5dumwdUSD92972tmHWvpJni0QQ2VFKiLle6TFPXbp06dKlS5cuE6THPHXp0qVLly5dukyQDp66dOnSpUuXLl0mSAdPXbp06dKlS5cuqwgYVwZhTeP9/ve/P8zc0iwUpYJncT4toaIgLc1Q0+w0Te3Xf8qNopkqOlaZjLVfU4GVsViR8Apo1ncde+qppw7ftX6PtmedddaQMl0ZTrVQrT7ar/W3dA9Nu9dvXU/XVabQvffeeyin/tc1uZ/KpfJpmQldU2nn9T/X1EdlUZl0Xc2o01ZLUajsKpOye2u/1tFRviTt1zVZrJBlTnQtHUPuEB2rMjANWvWncikYVVmJdV1dhzpD9Px6Dv2nOtBW99ez/PCHPxzKq/NVTpVbwjRr6lX30DPq3lxb//HR/1xbZdZ1leJe91HwrOpK11Q59Ly6pp5X91Sm6S6rEU1S0HIKyv6rrNza6v3pfaju9SFbPGGLejelJQ28Tfj7L+2Pv+OH/+PWP5SxdM3sXP/u5Y6fWO64Rfx36RlK/489e0tdoFtYr1PvhY/2+QLc/NZ/6q/oEV/rs8ty5fnPf/7wnqT/JNKtqnuNMdK/6ofZ8lW8Q8TbEFtvW2Ohxdn58X/2Ma650MbUfkpl4Nz4H32VT+wzfg/v17uarmGcYF08fRhbuW6sv3hdyhfrVsI9/ZqUgd88v+/L6oB+qf9VZmEBvWutJqD7K0P5UsGTHkYXVmNSA9NWAyogRYXRMdqvggBoBIgEFgQgdB4ggoLzEIAP/dZx2joAUqUIIGi/HtbBE6CDl6Dv3B/AQqcg1byuwUDkCg8wQhlVfp0LsNN+PZ+eRx86loMnXYfycS+VRefpOF1PW8CbBPCkD2XSNVSf+k/X1vPrGjpf96b8KFlJbMA6T/dgP+XjQx3p2vr87Gc/G55V+3mnvDPt17V0rz7PYHVCX9P717uWIgdw6z8H/BwvoS+58vFFPkuAgXOXAR78Wv47u0d2fE3Z8b0EnvxaLeBp0U/puWpbB0C8H72rEnhSn5MukjHo/bvLcoV3Sn/B2EbP66Pv2TpoETzVQIufN1YWvmf7uS+6gP9pa4CnWIYITkrgyUGHn5e1610L4In/Gd/RV/EZou5B71FOf37KxLgUQRNbncez6NhMd7DP69H1Zas0gycpcg2eytap3EFaF0YDrZgoDeSayi+WCeYJ8OKNUx8Gf1Wo2A0pCAEat5oBTAzioGwxSxrgsQYcbetcXVdARcdpWrF+C03qnrqWFJBytzgwi52Aila5YL8Ab/povz4MbAI2Ym+83NqvZ4YN8gYPs6ZrieXRs4jJ0bGqM11D11NZVWZ99Gy6p45RncEEqWwaVGGDaLA0ZIn261yV09E/jU37AWX6OAvHe6P+VTYlCdWaT1hqXZYvqnO9Xy3KqzWXtGaT8g/xbmmbcUCWYDy0WMYuERD49di2fPdtvIYrsdK2tG9sUIn3YF/tnvFapWcD4ETwVANXsdyAXh+kfDCKlrSOlZ7QSgbSj8pw3mX54jpa/UsMr3SuvCQaS2AlOMY/vi+CCv/tEgfsjIEpGRF+bhz0uad0QwbcSqAgApjYJmM79fN2Cc8XWa1ISEQsEPtN9lxcDwBGH+Ka7PffpT7GB/3pehS8Ehm9pYAnmBVZwXLfaCvQJHCiAVwuKgc2MD7upoPRgZXRdz2A/tdDa0Bm4NB5uLtw32nLQA8QAaToOiqHysb1BWLUGXS8yitAAnuFNcGHAYcGwsuObI1XNowNC4YCXtT5uAaSNXLlo9CxAnvuthN4EkhSx4XxosFQRzBYAmD6X6AGZI4i0G8pXp2nZ3dKl+eg7nQtwKDOgb3jXjw7LF6X1Ql1rnYlA0X5hnB5O/NUUpBuwWUgKJNssPf/4vfavmhFlsBTvH/t+tmAkB0fXVwlF0S8VumYzBKPzzHGsKFjooJ3neKMAW74Aw88cHbFK17xHBnPuyxPvK0624vhCniKwCljdzMgzD04TuJ6NWOGS+CJMvKJujm2IxdncrI6aGGisr4hYT/3iOWn3UeGqQaeEOoHoEPfYRxHFxJuE12FcdzmXMZTcAdj78qYJ33UmNS4oJ3FNmngVoOQkgegQHtSWBVOwEqggLgjED2NSed6ZepYPZDOB7zpo4cFRAwPsZ0V4njtFzume6tsuBh1TcAIFYkbT+BK5xJfhZsv+oIF0PQhRkjnCcCojAJBPKeO1zG6pgCdRLFN2q/jdZzAk+4Dq0RDBKDCdCGqey21ouvquVR/uhauGnfnELMFoNIgTB3rONWD6kS/cQtStzy7trj1qCti07qsTlBG6hf6eIf3wdhj5CLwGQNByFT3a00JZ8/gv7Nzs/u3gKR4XgkUtly7BhQzVjoDevF7Nvj5wKQ+yCCIIo8W9+GHHz671rWu1cHTCgUjmvFNelf6HQYKMsDZ3Iw1yt57Bsiza2QgPLL/0dD38tCmAAnebiM54OWN4mV2IAYIrLHSkkg0eHuPZYtuOSRjqwFPfi1naJ0ly/qduxLpe7oeJIWIHzeQWmVSzFP20nEHMdiCCL0gMBbEJWkQdvrR44ZQsjGGScJgwYuIjY9BRtdToxcwgNmicgACgJI4IMW4A1eYPIdAjH7r+jAxOp7ncr8s1/F6U9m0j/iwiLZh5/Ri9Tw0Nu3Xvakr6g52b3ih1uCJddKx3IfnJRiS63oQIu5KYtRUFndjwih2Wa3QD5yd0JZ+MAacWiQChFYZO8et8ez4aF2OlcsVtQ8M8ZxFylmSzEqOZSlts0HU2We9S49x9H6OXpSBhHu+y2qEOsdQYZKOf9ChzuaWwBPffevfI2MVj3eQUQJPtA+uEQGKJMYOZaxKrY9lDJqPuVPAU3ymCJ4yiS5QxrXoXqyxYxGrODun/qZ3S4iMfgvLTNGdzeAJt5BiiXRTMR7EyeDC8gFYQEKDPwHmKHzQPQBG5+paekAYGoCAHkz3JFhWwZO6rq4pq8AHFQcNWHOO5GkA7s7SfoK5iYGCddE9YcpUsXp+4oP8A+PlwZ+Ui//FSOm+ej4YO/0vxEvcEYDErVH9VvlUDm3x0+p/MUnaHnroocM9YcdUZzRynUdQOw1L91KZ9B5xHYql0/OJGVM9iEEkvgpwpmOZacgg3mU14grHDREfWCPrpONcQZYUdCt4KB0/FZgt8t/YOShgV/7ZgNVyzzHwJPF+LcnafhwA/Tg3AgFLMbYEy5r3KL3qweRdViOAWAAU4Mm3McRDkgH4CCLGwH0c7EvgO14zlsUJhgjS3L3n18nK4vf2GKHM3T5vnD0YnzMz1rxMMUaJcb3EvsZZePH5HTz5dTWO8c41ZmK8TBnXmnunBl01JAZQiQ/2kUoE0IDaqSDcWiA97Xf3EA8O+NAW9M8+AAWAgXsCYGLDc1BFOVBWAmHEZ1GZEjoPL4UyRTce7rnYUPhgVUrkjtNz4p4kHgmlGgdEWCuC9d1diUtUwEy/YdSoM9UPoBBF7HWgMiiYXMBJ1yZtAmBX99e1YQD92Slfl40V2q73NUm0Uv3YCDKWJWPXnAqyppbPAVS8pyvQ7P+Wa9fiprLrlAY+HxC8TFFH+GDhjBTndFmNOJvi4xjvgE8NOMV2VgI4iLcLl9h+s7ZWYq5KZciC0/3Y0j29TrL4yijr1QWMrz7WeF+JrF88x2Oga+/AwSBEAiE9eKiWDp54CGKZGOgZlDX4MjiLFXFgA4NBQyXHEm4v2CoAF65AWBQqh5wnxCXBisD++DRTVYjuBUgS0wJwY4af/hegcQAndkvXAoQB6jzvB6yQzgGwQQXqHFISiNWBWdL/YnYkujeuTiwbb+TUHWDJXYsAOq5BHSMAUOoU16XTpPoun77ip1RfqhtdB4YPUBfrkmBKTRJQPXTZOJcC/SdjWzjWZ4tEIDXGPHH8FMurZllv9IBfAzRj+1qOyUBofN4SCHQXtzPiXMPTtPh7iG6SLssX4nGJT/U8QaV2kDFL/r3kKstAUanPZARA6X5Z26vFaDkbk21hPyVZeIzLtgqbWwOPmXj5s7gviYfASBxkUfYItrwsTuLEvIotIHEh8ESHjzflhri3cHfRAJna7wMBrEksPEAE8KIGzcujYetexN9wvRiA6TP8yJdCPBLXoUxUls/g4/q8ENyNAD3KBKOD9eiB28zwc/ednku/AYUCmdSHK1gQsgedcxyAzYPkvJHAnFGvKANPkgmAZVaiykMMlrNX0foiVxUxXl1WI7GjO9MUlaofX4qD4pixe5YUdIuyKwGHTDnXrrle0FYrd0n5lwBR7Rmy87IBxt9lBE4ung5kEUXeZTHxMQX2vhR4LMmAU+n/CHwzdig734FADZRHwyf+VwJP8d6xXcM2+XlZ+8+kds8MMPrvCLZqei72cY+XpuxZ2TjWP16OlbjtoJQFQshIrd8CCMzUUgOEbsZdJMCgwRnloIFZ56ugMBpiZFAuEqb+85JgWaDXABs6jtkQ2sL+MEPPg5xhmLgPIIjnEOjT9dkyU4+OBAjhubIAPJg36gvwxwuJgfFcJ7o4eXYSccI8kDRP/1F3ql9vZNqnZ1N8FcCRd0eQvANRPnGKKy4/id4P9aBraIYlua26rE6cwvb349aTBzMD/FEwLZIp4JKyzs6L36OU3APLlJIyzwaU0mCY/Y5Wf23gKA1yKHT0Dr89fYvfK7onXH90Wb4w0LoHIcsV5MbLegxHv8YYAKNvSxYFcSVp6QcRALX24XkCnNif9aH4LNm9s9Cg+DzoQMiMrExOTMQwnAwsLw08wYTgCtJvZyLImwDTQVA3MT8SHaNYG/7XeRqItYUdwYXGLBNdjwAvgAOz3DiWwC8d5zkcdH/9J1eTvhOfJOZFxyjg2i0P4qlURjJp8zJgspyR8vrxLN6RwZJ4YKI3Fq4dGwUJR2PdAfJ8loE3EBKM6jhccF4f0Qr2d+eNFMAGUNJxOkYATuXoshpxZeUdnPflSsRn43FsScGU7sN3b0dTyxoVbHaPTFqOL5VrCtjz41oHQa+TMYs7Hl+zluPM1tpAMlWhd5km3neymFY3MGMbyIB23J/JWDsaO74ENqb2vdK9auAp9vP5guCtdE7pPNd3GTvln1KAe9Sr8TO1nzWDJ49/YYYdDI9uKpYGd5sXBDDjQXge5+QPRYoA9ju74YnKOB9w4oAO2k6/ma0m0TptuN8AdAAmfnsj1Pl6HkAIL8aj/mFsdH9yNQGQYjC3ttQVz6drExCu83Q8swDjrAPYI9Ic0JCIlYKJog71PjxZqZ6Hde50rfhcEiwsrun3JsZL58FqdVmNAI58PUQSyfpgHmlmgHOr4moBEMsauGtKdsrAkx03NhiV3ARjEpWy72u5D/u8LyNxRrD3dQ89iKENXZYr6NHo8nbG18GuA/BSWx1jaFraXwYKKK/32yn9d8p5DvpbnklSu3bWj7Lj47jGf/zOyhONx4ypjeDJ+2XmwlsqePJgbM9NRDyPBmuxEZ6Lhngkpz0ZFKIlBhCR8FAwVgz0VIJnWiaomhwNKCVcbGTN9gWDJbjrAAEElgN0BDYEZPze8aXB4HAtrkEslOrDM44T6E49sMAxWdFZpDc2DJg02DjPO4JyJes3M/l0b/2noHCC7VmqRfVLwlN3HXhD4z3wgeljrcKu0FcntHFAE5/o5om+/ZqliESLMWNUWliWeKxfOz6Lb2M54n+Z4qUsNcs6skTrBY+xPloHxGzAcwYjljsDZvrEmcxdViMlhiWyUH4M41UJQGVtJfaRqe1oSn+JYxTne1+stf04LmflipIxprFPRgMiK0NkamPwPb+jHnTgFOOAs3s5weMAeoqx2AyeWNzXZ9rBPCGAFRWG2VgwJp4B3BfrpfCADYnu4+4InQcjI6EMvBAP+tOHtewAQbgRWWiXoG3YlQjcJLgVJcx4A3To+oArHSeXIEHpvGhAEwBTW1IAwACRH0ofmAVm0+H+JGDcmTd+u6vQUy1QF96gPeklg65nL+edEOBOqga3uvTMJBTz995luRIVgSu/OIvGlVkcaKPyiPv8tyu6THlGabVg1yNxwCmBtLEBqQaQaspyjGXKAGYNrPq780GR9+apQOL777Iacb3pTF8JUHlAcgQksT9Gtsj3ZcfFbfb+4yyyMcnK0HK+/+9gcazPZECpFIBfMn4coHqogr+PLKg9vrMSyIxsb8szrQs8aWaY50SikeGqU+EATwRCU1BmcLH0B4v1kqmbRqJr6Tq6F8HVOlcuN9gdHc89vKIBcgIwKp8AmH4LkAEeKB9ULNd3AObgSedoH4CB5yRPlcolZkfT/lnYl2d1gEO8FkukkJRLZaWMElIhkIgSNstzL2GVcm3eg7t3dIxcgN65fT1BFDRuRtIx6Joqmz6AJu4hwZVJstAuq5EYd+HWVGnmHYNwSWFkCrymQF1JtzJK2bHLGPhbQVN2r4y1aSnTso5B3GqWRAs5uvYzS7rL8sVDSXwt1mwmlgOoCAKiQcM5LcxStl+SBTHHfl5jkOJ9W44b0xmlZ9tm+x2QRAMw3qsEemIdZ7qNdxRDFzJGMGP+sjKuBDwxkPPhgRjUCSCnkL4Ksv4HvOh/BmAW5NN+Z1H4MGgDlAQiAGke2wFL4zPEPNM2HULHHXLIIWtl53oAEhgwt/JZGFIAR+XGzUcWcgLVKZ/TiViTXJvOyXp0dE4BHV/bDpaM59K5viAw1wZE6TfgzhON+nsgc7pmzgEeAVq6h8rOjEWeEcZMoFnvV+UE2E1JJtZlurhycCkpIf9/PWxQTSmP/S6VxZkzt9hbQFy8dixXtP5rCjBarWOMAVu3gv14B7R+PNf1PhKPL+WYKbEeXTYOPHl8rntZYvttkSmgxY91diu7TgQBrUxSaRuPi/cce+5tiV7y4zOwmLV1/stc3bFPRKbK0wjFY2NfivdunWSzcIZxYmeIq9ENxfBov2KemJ1GELev16SBWTE+Ahr77LPPmmWl/VoOBNDgD4IF4GvB0cC9MnCDEdSsfSoPYApmRcdd9KIXHb4feeSRa64swJ/TjFSkWDLFJGkpFcVN4S5ksWFmn+k6YqA8qFcCE4V1qXvqmiRmYwYdKQd0b/2vusI9JoaK+CmCvAGFAB6yvuPeo9Pj9uM9kWoC4EXgPDP0AGC6hq6p6+v5df+DDz54AFDMzOuyGvEOHS2ubJD27RRAMgbCWoDI2HNIABE+yzSz3Fvvmz1/6f8okbVzgyQyPPF/rosOQMFT/hhr4TNh+a1jfJ3JyIDHiTQdOK1WGE98ck38tEzC8Pfk7NQUsNX6vh3Ie/srASHfxmNr5ZoKJrYlge0lRop9HtPk+2Pf4ZpuqPi9PE+a1wnHxu8xpjDTs2PSPAICLsS2kGGaPEKs+E7hmcHmD0ksjf7XNTSoiwVxZsbXq/O1nqL7IjaC+KIog4QXBpBiTTjYM8CGB+O6ZQgrhFtO1/I8IHxY+807DMqUpVII9gZ88jwsqsz/xH85nQhTBLMmcOjZ2Ck79cMW8EiKBp81p3Lp+QC6JPHUfh9cUPK8N+LGumw9yayskvVYAyEuNeu0ReE4IJA46HCJYCTeswb2kHjdeM+ocF2pc77/79eNOo3jMj1En3Vl7/0yphgBTEU2a6pC7zJNIquUDajZwJq1sVZ2J7uGS2R8/PiaIVXqOyXJjqvtazXM5iHgm63POs10E/dgjPXruRfJj4sutwwgxuuAB7I4tymTM5rBkwZ8ubC05Mixxx47gBANomJdYJwkzhDBbPhyK1xDwElsDoifAG0dB6jyYG7ADQoKgBOtZcCImBYADWVxdxigiKBo3JIslUKFHnjggQNTI1ebGBg9K4wRrjRXmjw/LktAh+e9EoOj6wBsSPTJPQWcFE8FU+UuST2XyiP3oyN3rB1AI+BQ9a19ek8Egus59CHXFWkmdD39r3cLMCOWTFu9N5VDrNiURtZlMZlq+bVeswWElKzgqYo5U0i+3JArTfo8+d4ioFnk+XxWMPfQb5SmxzL6ufSlaMi5uNXsOsAnl0Rljz7DGKV+MDgpC8BuFW2gy/9fIljKVlXImKcM3GQsUAvQyMqUuZXjOd4/Iru0LP1cMpTmFZ3Bh7ZPW6asWVLKyFABnngevFCeRsfPi4ZXTHUQyw0mABdAEEzRNc3gicGdWWasDcfg75Xns9Mc6KCwKCBMi08FJbeGx09B93sGbk8sCevC9biPszGkMgCI+YtBecXK1vFkL5egRGGBHFlD/boLIEb1xwbjndOP0fWIZQLA0KEIXveG4DQn5fGlYGAIffYevyN40zm49cRQ+eBBstIuq5VlDZY1i7fFldAyYJTu42DD23vNOmyNO2j5P7JE8broGGI46WOUG4MKncF+vwbP53qG3zqeiSLx+bJBNlrO/hxTFHqXaeKDfWQU2ZbAUMaaxGOngF/3WsRrZ4xT1ja8vTnwqumClv48ReYVkMW4GCdDRCYpgif6JKAoPr/rGHfdxXL4O4kM41RDpRk8ifGQJcUCu7jAxMgwa04fMSZiMpwG00fH+9R/ic7HpYTrD4AAi0OiS0eSJMT0wGXdQ4wIcUe+oC7LmrgCpJK5h54PcOHATPtxV4mtIteVAAezCj0gnMBqB4+sFecsEQAJkKQPs/Bwq4mBI56KoG3yQLlLgXKDpiWsNajjdV/KypIxAE1isKhblV331CzCE044YSiTsrDrWvqu/3q80+pl1WxDNBJaj29VtLjpAd86Tu3YDY8YIwRr2lqmsfI6/c99XcdgQJAqBIPLl27gWq7LPDecGxfR2mWGMLoQnRHZDAxAv4briu4iX514aoho3MaBln3xv0X6S4lVjYN+xiBFFtPLTFvzcS4r/0bonXlwxTkwYvzGQ8J/3qf8efAQoTsieOI5IQH8/r4FWEWmEWJmJcwTN3eGyF1XrhR8YPegbZ+JJon0vE+7h/WJqNArjsbhLwcQxr1cIQMy3OdJagPvODyfx1fxQt0/GuOvKAMNw7Oce9Apx3tDoSGp/MRIeV0yCFBWj2Fyxgr6kcbmA4AzWDqfFAneYakXCYOfJxb1JWi6rEay+m2p85Iyr53bwkBNAVA+KJBuA7YSAyOLBWp9Pr9H6Zzs/8jywHBLIlvs8UiuoP14run1x7HOSnu/j8sfeWCxs/TxWTrztDpx70WWWy0DTFPAU/xeYphK73isX3jb8nMiA+OzOx1Mtd5nEdkW0gFk6Ve8zzl5wfjmuoKxzuOnGN/8eWP/i/1zWf1pMniS9SgwoEKL3TjggAOGgp944okDQ8P0f2Zx6VjF1+hYlisBEJAkkwoRcySBPYlsSVw7zhNW4k4kEScoVWWikvW/2BxAC6yXu+xIP8Dix6Qq4B4gW2bRARqHytw+UBBPJaZGZdRsQvIy8RwS0gYgrKcH00aMEzPytF8skb4rXkzPSJwYQE3Pr3vpnhIxheSKIuBdIoZQ/6nOPX+X7in2TnVBTJrYRc9j1TL7pMv6JBoMq7xPTZmMMU015ok+BOurvgXT6Ulfo0QFN1bGWtmjK9ANHJUNHcKi4ihyBzgALZLaaqs+QD469S1c4Rh9nvqEuCp0oo4lu7+7D7Gc0VdxEO+yfCGMw+M7eSelQGRJbFe1PloD/e7eHjs/20f7lP53xgbiAeKCsdQZlhgkHQHdemSbxTZBCvDxJNCQBjDB5D6U9wogpGcRhiAGGJc6/YexnPGQ1Eecn83yzbZT+1ozeJLCUOEpLC4fj2Mi2JEZYxQKahGF4swUD+X7eNiIGmMWcCqPa3tD9GBOZ3yixeEuNTqPU/Yer+UxVzRUR8Gu9CQAklguvVz9h3uS/7OAb377M0Jj6tkFwNTxCTBnORZH5Lo2AeHu6oyd2Mvi78aViVsJXVYjy1BeGWUdZYzBKZWnZaDg+s7oELQN++vLNLVY4K3lzYRz3Q0WAaqXxVkjbdVXDzrooKHs6ksYNu525yPjxp/brx3rpvR+OmjaGInvzt9b3D/GMrWwUPHe/n983yX2KhoWEgf5SGQ4I/vkDFitrFm5tjUsbRQZJ0CUL1TPd2J51bdYSkwCziCHIv3JvTYY9B5TyJgdwSF1lb33lYGni13sYgP6E1shpfGd73xnYCRAtnpo4nNkVRF3JPaFfEGyPFFODoZ4KGZ1+SK3Hn9AgkYqCpQqtMnMMfJROajjo3NYogQwwTItIFovg47TdXV9/c+1dR7Mkkfps1/7YGxgt1RuZr5pP+eIpRLK1jGkD9A1lAtLZYWNkzB7UNc87rjjhhl31772tYdriCVS/Qo8+XPpGjr+ile84gCwZC1rn5gpWDYaOuycGi7pEzyGi2dmAeMuq5P1sE4twGk95Zp6HG2dbP9qR2pfaosoRmdFM6DBNacot+h6oX+Sd42ZNugKz5EW7yPgdMc73nGt7Z900kmz73//+0MfwoDDTX75y19+6Guw1pqdrD7vz+dLI7mCjwG1mYuly/LE69iZxvhBYtucYmCUAFCUEohy1svHNNo2DJobB3hGGHuYHOTjcK1cY/1tXjHA3WjCI8P6rRrHAE6AJkCUPuo/EvIpOqMrYUzlPOpB45r0Spx4xTumbDHd0CIsbzN4ilYZ68RJnH5jan2sWFcC/uIjSpW4XzOzEv0FUTHOPDkK9Rcr4TjcaB7rlKFPjyfCnej/ue8VStJTHeg875COgqkT1pRjGRY1HjUywGAET6p7KW0HlpEdol48TYQaL5SnADCxVe4O5VkYUIZGsp1R9PXvetD46mQK0zPlmPVeY+o9PCDTjSXYXZhXD7T2gSKzzFsHoDGh7xFOAKjyCSAS9XkZML66Am4HZ5YAh3qm/ffffzBmAE/qqxhgDFzxWVyvrRc8d2mXEtPiAJZ3zPHLdG9NNQj8vIw1RRg33b3l7jyPEYrMUwuAmhf6ZBT3yDCBSf2NPgcIYks/9PAbxizGUl2PZeEYJ6kH9TlID30cGHt5luESbx4BjzrqqEEJyOKSFUXeo0te8pID4wRTw4MwKGs//0lYyw2lpEplHTYGa6wyHgzECYokLxHT6VlahIryQHbvCBIyiivuQvvE8DgDxjImNAi5xXQ/PSsz8gB3nKNy6CUedthhQzlURxLWiINJE5qGcqSu9L/QMnWla2l2m+pVClgxZYAj0iGo7N/73veGcoiBksJWXVIHOp6Yiktd6lLDM8hyVnl0PT2/GES9w29+85tD/iaWy/GZQdQRQfXEYrlvvctqJAMTO5OonRBL56BD7Qm3FjGEirFTvyNRbAagst8t4ta6xGMmVJZrXOMasytc4Qqzi1/84sOHGAv0l/rZRz7ykaHvqK9gIEkXqPzSDSeffPJwrRve8IaDDkAn0kc++9nPzr71rW/Nvvvd786OPvrotbJ5TI27/6PLv7vvVicYiYAJxgrYEvYRtoFxHmdLZsC+xRgpAZOWd47h7e2afgYDxXqxPAPEgT9/Vm6/fyyLB6JHIMXWz2H80lirHIca39RPAFIO5rxeyf+IscJ+xm36H+EAkAXaB3jUmMXqGj4Lzw0gcMPUWN5m8AR95n5TCbQbFRoLAMPEdyrS3XIwOxzns114kc58+UtzhiejEJ358fLFBF4RaHk+CWdzuG9E7zF4zS1sygO9r5dOQ0ZJe5JM6omlbCKFr/+lsCmDLytAPVAGXYPgOwYyAttJjZDNLvHnZh/32dkG8p1NptZvixthmfdrvSaDjQ863q5wcQPaPX4oA42ZYl+kXK4rWOlAxoQMDGIsKKO+k56DGazMOo1suY6TwYMBiU5Q/9N+GTqxrrNBNjIJHTytTuK44W5TD2oGRLkOdrCQXTcypy1laX3XDtgYBxhPvE05A6X9tE0Pf/Hx3MuQPV+tjNtGgrFhlgBNjE2MYeiAGNger0e/AnvgnVHZ+A2DxZgXn8HdiosaKM3giUrTQ4tBUeZtYgeE7og/kr9Rv4l1ElsloYII9NL/UliqJGIfxHRIUFYAAACWV7C/FBSxUDZsD+fS6H39Nl1LL01bliIhnkpr32l7/PHHD2WHetf5embiq4glAuToHrKgCaIHrAA6PLhNylrnMutIljhxRjBVMEqqa5VR91R9KfZMx7gLTsdJOYOwYfuY6aTzZDWLPRMY07vCX6xngvUiKE/X0PV1LA0ZFy2z+Zgp2WU1UgJEy3IXrFpcETqbC8vLzBqMGtqe2rCOh62dKqUBzeNW3EUm3aOYJIm7sWUdX+lKVxr6uxgpifq52r9iDdV3v/CFLwzl1HPoP4Ev9bVPfepTA5urvqv/ZGVf/epXHwweranp7m93sVM2d1e4AdNl+eIGM4xNTALtriefwFNiYUr9NGNoWsuYgRYnHIhtAiAx3nguM9oT45Get5R7jOtnZayVf1tYfiU+Q8yrBJDBC+MeqBh76G473he/I5EBOYBAUFAG4qscaPlkr5XEPOES040JuuZhvdKokJjI0tkg4ndglpimG/25WSIw3Efck/sxKxDl6wjTcxjRoMhhRNZuX36FiiQQlOVcKIeXQfdiFp2/7NgYuTe/Pe0B9aAySmnro8FEWyl5pqO6P95nK3jjoMFS/yzMTCMVWAO9oyiczsWfDHCiwfVYp82VMTdetn+KNTv1nJo4Mypxq5L+B/jX/dTviAuiLdYAVMm9EPeV3H/EGcqoUB/AwFL5MK7oHx4OIMMCQwf3O0pYz6N+Jlc8i5ELiLGGZARL2TN12VhxIzxbtzTOziJsYwpj0dJWS2XL2m8Ea+h8xjfGJq7hHhV9x4vkCx/7+FwCa7H8LpFpivWDQUD/pq9zjoNLZ6i9/qMXSEJ5PXgegBU9W87IxXc81VBpHgmlYMh3JMUiRgNWhRlkXnBm0Og/z6fisTP+Mn1hXYALL9ivG5dX4TrkidAxgA9/eW5VSkC+MCqAK52n/whEE0uk31jE2ieLEsWvZ9J/XvkoSU+toGurDgGgsF2gXs6TwALpc8wxxwzASbPoZAmzPiDl17H4gLmuPiqjrsdsPWYGAkSxNgB8NGYAFYwiAa8Sso/Lutb3LpsLlNZ7/EaI2iixgjC4gBRAk9omYF66RTGDKNlojGQDUE3iQIASxV0o1knxnLC/9IPrXOc6Q+C3QBAGk86FOfY+qjhClRsjR0yV9jGzlzpw0IgOi2lbYOI891Ofbbd6IZQEt4+PMWyzmXYl15Ykul7Hzs3YmtK5WdiKAyjP4o2rDGZNwkoW5PnDWxEnO9V0ybYAkJzIYBynvYMJxNjq2hpT1O9JtePlo+3rt/okudUY+wFDnr+K8jKWoTuyhX8jgPK8Uytb285nWuFvdFcTQImEipGRcjbJaTR3vWUxTw6e/BN91ezDIkQJSZwK90oEnPFsxDt48jpeEslBPW+FBxwC7gB/dEDK4OkTol/d0TVAU4pYSlegS+BULjY1dgYU7zDkz+AaDFLEcLjf15G6rwXosWneEJlBCUAluLzL6qWkvLw/1c7LrMdFWaUaY1IS+hZGEu2KGZ2wpuoHuBPU7ul3WRmmPGO0lv0c7qU+pT5G0lv1vyOOOGLNbY+7g/NQ7D4TSB90mgwLKXsNFBhnKPmaNc/1o47bSmD43CqR2ZBEdiczTkoMTIntzI6NWwckfq3Mi4Ggu4lJZYxgXJMwxnrwOOO6B5+XAsLj825L8mPFrY9thIeov6lvQ7Aw+QvQCoiFVAEMRjd2HNP9E8d6B02x7qIHa+ngSZaVFIniesjv5D5GFAo3B8mCfMnzBHMFUAFwEIPDS8Hl5m47LDlHnxIYJf73GCMWuYVpoSLJPO4gi/0qNzQ7s/YkKp+ULcqdhspsNJg1z/rtdLBYG3/pzCwS+iZvEsyUWw8kDRPjQwOCSaKMeicCWqwrqPfEbDtdGzemnkvXo5HJ8pal74GRnhME9x11g8siG9i6LFdoJ7FTo6wySxhxg4Pf8T+/XqbcM6DSIvGelJ3+IRYV5Qiwx32nreL39L/AB5ZqbG/RbRKDeX0pFZ/J5pMv1I7JZkxfoz+RdsCT5lI+9TPiPLVP7JR0j/SDGGDFK+p/fccgJA0JA4YbjV5uHe+M8FSF3mWaxAGW8YNtzAXmY0gLK+O/a8fF4/2cEoAqsVyQGYRaqOwkplUbJSwFwKJ9AjTEQAHE2NYYs222KL0zTgA1JwjwOhEKQryVxhT6K/HDjEXRdRrBkF9f/+v6ZBh3F6F7nTgvvsPsHSwFPLGMiRQAFHQtIBOUyX+AC+ICUP6u0FA0zkhJmPLrQXH+oM6auN+TWCI6gltzHt+jfVwXkAFd6AFp+o1bz8+F8uXFUh7PBQOY0/E8B+AJgOlWMcwWDZHBhTrjP2bSEcQO7UzdUz7qisSlzjbpXHUgprXCNrFf92Cfg9Auq5ES6xr/L0mm1DPLNQNQ8TpRgU8tv//26cKAc1z3EvobMXj6X7rG17gslS+WsWTlR8CCu9ynLkucxZXQBwF8AC99xFpxXfoxFrX0CGDLrfxYV3ynbL2PbYyUGAsHSf49A041ZmZMMqapBKRKwCnTE97PGL9gfzEUYJ4AjaQUAniU6qv0DLsExikGdQNm6B+Mc4S/eL6mUh04g+3GGWNcXEHDx2Q3wDK35MrAkwMCd2UxmGKVyVIkMJkAZxAkUxNZM03HMdvOCw8KBQCATHmhuLWgx6kcsoFzHYJVtV8zXbRPZcgUFsqTQG2eUdajz+AjfYAnCQV0kUMKwEamU53jyhmWSd+pBylYMVDu26XsNEZ9VwwUv0k1QCcgQzn1ozKTcZzs4JoRpHpT3pkTTjhhOE7xUbxXnUsdMhvKWSvtIyt0l60pUQFnrp+oJEruoZLFW7pGdi13B/O/+hJr3ZG6Q+2TGaLkftNH/UhMqou747P9uC18QofHT6G4uYYzPDpWa3V+4hOfGNq++hBZ/DF+dAyzUbHWP/e5zw398xKXuMSQ64kBSrmilONJ/c1TpnhdUccMLrBx3W23WqF+YSbQ6wBkj5dpvV723cWBUrZdj3AN2jRtntnRgBTGa1a38Fg7iI4SgC8Bm22FpW2oX2eAPIibvsAKBLjx9J0xTeMj45oE40XXhyFmrHJm1z/OpEV3X+m5lpaqAFeaB2x5PAMZxnEfMUuF85ilx4K5qhj9pxfr9DqB49qv/3F/IV45uNVgTKJbj5fGMgrQghFxYvVS+bo3IIbFenGTAaZUfi8TsUHMaCOYG0aNezrg0RbrWs8NYGEmEMu1gM6lyCkHCF4CaPKcTwSq6ljFS5FfAyZJrj4GLRo+7laSxGk/dUojpU67bF2J7I9/bwVO8bx4fb9ObdCIygnlxSQO3NwsvAvbSsoCjCi3NGMfjmUChHhfc4ahZPFzHwE2LUElURmdvUWxq98wiUT9QYHnAnlylcvFjnEpt57Ak46l3HGQA7h5/qgYe9Nl+RIZJ8+5lwVPx3HDDYbS9dcDoGqMb2mg5xzGP9o/wMjjc4ljdc+Cr9kqaQWP2wprxVG/XMsBE8fgRsOQwsuicZdx0AkLyAW8JRA7ngKB67vb29/3eg2TSQsDezQ/D4JvlRl0ssb0cbQH0NBHLItyKDHwe2A5CFj3AoxB9REDBJBhEVwxXSwmSKU7+gV5C9V6fEOc7UJZCbwGcBHboH26BiBJbI2YImYs0DhUftaCgy0jFotZR4BNBg9Ak34rPwyUZwwupzHRyfUssE8ANAAUsU9i3FRHUuCqG63HRTAr79Tvo2Ng7OSO0DGadURduaLpsrEyZhWhqCJwqimJRZVHCSBl5fFjHLiwzhb9R22NmUGshYWhBNjC4KItRkDoRl589jjwMQvWBxnOVV9VTiaOU59XEDmDq3SD2Clm0OoYsvx/8IMf3CE2UMcRh6lnJO4pDh4wT/oNawVj3WU14uyHxzvFWVo1ZrYEoGJ7Y5sB92xbkgxgsYVBcnDOeK3yqF1r6ykZWL+U84hN4twIgJxl2lZguaO7jPGVrbunmRnn687q/hImcGisx9UPnsAbQ9okz1vF6gaRPcvKvqihMinmCbraEbovnSIRta2Bm+BIKgigwBIMBIhTwYAlgjYdPBGdD0jwClTFCsToo4rwjNkALwmBcgAhKHGQKs9GfBXPBhgB1GFpwszIQsU61vkc5/lgRNdTT64sca1xvKxWXIaUESWK+xPq0l2eJChF+Wo/rJ9AEku66FoCZ4BIFlX02C6yxRP4znvStbO1grosX2ouspLi5LyMVZp6v0x5lwaOMcksZ1eutDMJYIp2yEQMBja1edhld8F5maOCLwGnKG4Nqz+wXIzrJVwfLGqsPkUaDx3HgKM+5gOvngPDUB9f/gnxAFePj+ScLqsTxig+peDwEuvENbKtt7USM+PH+bbEGsd+7tdyUCCh7IxvhJaQxNpTGXioCP2RdgnwcdlWiM/yMmfjhY/PAFXGWkKA6N+AK2aZM/bjCSKOmtRCvDsMFHePe92WgN8YcF0IPOEDpkM7yMF6U4EBAIAPrygCQSUgZFxpWFtQi678nMViBgFokcFdZVHDYIDnHgAdVmmmQzDTL6YR4FlQcFKOoFqsQ0Adz8l6fViggBxvHBIYNa7vLk3W/hEIdBqS+pCyJos6ganaL6tW5VG982zOankKA/7Tb1hDBgkajQfykkUet6rHU8F0ddk6UqP4/RiXeDz9EsXKMU63t8448r6b3QvBLUfsowMGABQGDAMBk1YwWlxnZPej3/msHQdLnANjHEV64Ctf+cpaudCH9E8JfQLGGV1CQLrPoqMv8nF9qK3roi6rFQcapU8rC+VbvjujKfGZn76NsypjgHrJdejXjC4qDHYMdQA+4SF4YbyNMm54XwPERAZKUgNQkngO/Y4t7Z++ofFJ5fR+ykStmPyadCc6noBzCeMUxpYDI6+rEkhdep4nB0+wQCgKArp4OAoB7YxCdqaJwpOiAKXlSo2HdRqQOAaUDXS/yiAlR2Nj3Sr9JyCg8st9hVLy4O3IpAF+hHhxjfFyABQs0UI9sOYVqBfQwfPq+aEafdYN4ElMlQMbGhXpEVgeAgCk68rKpfH7jCDAEykNeB46DFM6faV33rP26TyxiDyPTxCIyQu7LF9qSroGliITVTqvJLQ52BIEI8CnbpfcFfE5PDA7Kn4UOwaCM7FYxBghXIdYSNqvDxLZOlbcy8EK/dIHHL77otfcW3rga1/72tq9dBwzcqkL+mAc9GB2PZ1JVi7ep4PVDp42RqK7KQNOGdsegXoJVEWg4brap9r79dx1WGLAuGZknPyZJIxrjD1qu2rnEBekMuB4xhe8R4wDtP95YaZaibXOmLnYvlUHGO7qb06gUH6fia+PfuOhoZ9B6DiL6Odk9bVIP5vsTI8F8FgfGBmPHXKE6NlAJTQMX/JEgguQyiD7MMfgekOhUxFO03E+CFo+UxQh7kMYHAkuQK7F/YhvkJuLLOhQnf4CdC4xTU7B0+hoKDRUQBKdMy5JEa12UhKQMRwBWEK1+iwGf1c+mwTXgSNyT+fAe/NGR7l0rhgylafLamRKR24BS63XwTBS+1YfY+KG960IoGlXKFhJzaUb3Q2uB3CLqb8RY0h/ciDHzBrWpcRQyaxil6j4CY71nHG4Lly/uZL3vkmfi6lLqJdo4fq6lzFprRuMXL8HjK9e3CiPrGrG+pTEgUfJoIkDuOc39HXoEM+SDVsZWd8Yz+PP5eXgOMZLj1lWu2RMwn3nkzZIfQP748sszZPZahGUeDn9dyy/e048JtD7bYwVdN2E4ef91uvGDRXPwA7TnbF/SwdPbilRSVQ2ikMvAVcWitFBBA2B4DQP2uI4Gpem17N0gvaz4Cb31vlcwwGbgxJSFeDuEggBmGkrha37AsxwW5Dpm1l2+p+U8nQAffd8NPoNe0XguTcyXZuGzDPpXF1DZfDknPqwQLAar9xzgEIGOp6Hhscg6JY29wIgosgl1BUz+5j1FKd8Ap7ESOEG7bIaWWTArFlRJTCBuNGARUrfAHzj7ubDzFS2ksxCd+Uay+LAQe1b16X9EWDNFhc8x2AA+eKm3qYzS5jywVjBcDlAQsf5QJYpY0AWApNF4CuuEK7rjDdGHdfFBch+yjA2aHdZn/g45KEbGZCK7di/j7Gv/t0ZTr1vEhf7EmOAbbw5vrwY45oDmAzgl8CThATI9B28J/R9xjpy/bEGJClxfr2937t7mvrIGDAHoZkrlHN9zKqxej4mMb75uX6MgyoPkqf+PcF3jZVfGDypwpg6TGyTQIXPXPMXx2AdlQCB1gQ9w1KhoN19B3giJkLCtSQ0cAmABXofkMTURmbp4C4DZFHBzMYDNFHZ3IeFdalcXYOUBTRIz9yNYvZ09BE1x+nPNCQYLl8/y4PgCEqXMAj4lE0HpwT9obBpcLwfn6kHECQ2jY5OXQFoe56n1UqmLJwB9H2ZQo/nulU8pQyu6OkL7p6Orjzc2B7v59ZlCVQh3mbVZ0htgjHjcU1cmzw1lIOYDq9Df35XupQtWtAoZHfrOciL9e3P530bkBYtcr9/ZJidOYuDQZflC20lA0yxTSwLxMbr8v5JcMxg7mwvBgpGL5MrCA3xeCRvX5LoptLHPR4YzYx9cZkvCSwv6Xh+vZ3tpXwOohz0eHuOY1NmkHBeVmcu9ImoW7iPs74AJsZ0Z5tivawEPDFtXyBEDIlmkMkVpoR2MCVMp9eDErUPunMW5eCDDx5mqpA0jmVLAEmkG2Cw1z1BwJ6JG1YJ5cqLAQAQfKZrCOjRWCSUl8oVkwI4iHS9zoNZAjiIfVIuF5VNz6LjBKZ4gXzUwFjyxYPoGYQklMsDTDUoMFPOF2wkHYOsFYL5dD2Vhzr0qab6X+UgjgSQynV5d7BhLAWj82VpqG6IVeOdkAOry+pkqtIuHYMinQKg4sDuyscVTGxLMEfEVZC+xBnnWllRqgSDo8ilHwgcx6Ai1hBDjBlyDCQexxcVNK4xB09eBj/eY6CilUydYsCgrGHJ3NjhOjBRWTwTRk20lDt4Wp1Elx0GQXSNZf0wMlCRbYmSvW/OxTUN64M+xlBg7IGJgsyADQLIZJMMHDzRnmhraqPqpxggTARjHNA9SaODQc9suF9sn/FNf4+JNZ3kcPDkIDUaf5muKtV7NIL8WfmO3vIk1TBPTpJMAU1I8whIYDUvl8Hbg6lj7JFXED5JVToz8mBesCg9gA5aHCvQKxQA45aegy0AG7FJ+k3jI66Ce9CIJG7p0cDi1Gh8wtonJa8yqJGB4H3QIS8VGclh2vy+3AM2DKAisMcz8sJpJPrNDAjKSvlcifNMbtW6v5cGFzMv49ajnJ6OogeM7/xSU+woOtalxKDAteUKCIXk8Rq4qzBcUMjOSGUBpy4AmvjR8YAPcpRhjMAcw/YAwOhbUcm6kqZPSrzv8Jv/fWau/+8xU27V+znoQP7nmvTfLB3BspiOLmUpuXUiK+ESWeDMMMnYTt/vDAwuW4gA+hKDO94B2FdilDxrOMQF7rwIYCiDg3E3Hhw0crzPePVVP9AP2yzbfoyfdQNMkrntfKzMmPXS+/LvPv7H3/H9RXDrLtnMmFkaeFKcixCm2BZVjuKQ8NM6C8EsrrjWGpaX9in+SL8BCtqnFyX2BOWsBxGq9tgBKkDHq5F4WnadQ64HKgl2R+WBTdHsNF0b15TYHTVgHxR8qjRIX8doH0vFkDJeVrHqQmUSE+cKnfrBOlaCSgYQfaBesdAPP/zwoZ61UK8+lIdZRzQKkmkyQ496lzAj0ANtPRbN4yqw4Am21Yd354CNGA7tVx1D83bZmuIKo8Y6+T4GcxQf4IP+jfvMWWa2AHGMJlhWMa60b3IjYWREAOXKkz7EB2MJ44IBxme0AqakQ3S8+of+0z19hpsHgzt4ymItqBcYLz0vA57XNX3BA+fRKe5+AUC5e54Bkjrk2mMsXZflCHoeIwCgQhtzt2tkQ+JgHwfnOHDHdgU5QBtm9QbaJOMZ647SPmF3dR76mLGSsSpjzyQOKOgPPq2fWFvGDrw4uiYrU2jMOXN74kqMLGbZM+nJWTAHShmTl9WlGzRRotHhrLjH+pbccQ5cqStY9CksbzN44uYgVBdXCh6j4wiehinx5HO8YBSIT2v22Ce34BDuFRsX5dU1AD8oNhg0yiJl6zOG3DLgZTiTBetEuSTOSkVL1jsR7kh/aQgWBWyT7utWSUTw/l68c0gc+HBvykqj8oRjKHIGB3c1eCP3fTF+pcvypDZgjlloUcl7e/ZrZwOChPeKMoQRZRun/8L2Suh7zERF6RJ/iKUKmPcZRK5YnX3mf9okz49BhdKjj2MsEAuFQeBJ89y69noq1aczt17/kZHyeoj935Wyp2DhmMhmLepK6DJNeBfO9MTJNoRxuGTAqcSiROYjsp4AekCUxF11GL6MQ95HnBXy+CPfOpiiHBFkOBMD8JdwjHuF+P+M7UHnMGYYGZSfe7ueibqJbQZ0svbvsUxe/vi+IrCK7rkSazVFmsETgypLrMSXQuZwWXo6hmh9kLzAjRSa/kPpUOEoZtadI/aJIGh/0VSg9ilnk6xbsWEsCeML/+rlYv2Szl1LjTgVL9ZI32WpwgQ5xe5TOD1Pk35zLz2z/tO1sVBZO86tXuKqnMnCnYdlziCj68uaEDOm38xcpM6daubd+D4HkVjHPigRq8XxqkOVT2XRfWO+HCwRH0C7rE4i7c2+qRR3PH/sngB79Rvajbu/UeDqm+Qdg40FuBB/SIwdFrXaG6yp9AVxhD5oAPRJ4uczZtEZxIbwfPoPyxv3BUu7qA8ywUVbVgTwOhpj6pyFZuBxHRGnOfMboIYBxm93mztTBZvnir8DqNWKJ4mkzbK2pwduO4CKAKDE7LpkAIr2wNgJi0Ofw2sh3S8jX21eW4Ceyiq97WyOz4pVuVl825crgVlyUCRhHMENKCHmlfaNgXLWdsBEDBR1BgtGXBapFrg+dRCBTHSV+9brmfMAug7q6Df0SY934js6lXNiqoJJbWfKwa5oQMYMynFVY2KgKDznSAjApMHBOLkFilJB+biV5osEwtboRbnlh3WLm8wVP+AJV5+EGCxcVO7m4lkok8dxgNQpv7M1vGzck1jaPltBW/LZ6EOdokhJZkbDowHQWHy2oXdMPu4GcCVO3cMAUu7Y8KIrgcGwu+1WK2MKeRF3jl/T20rp+g4QnCWiX/r/uIJxC3s/ZBCiLZM7RucBZGjP9BcGEMrp7q44eHHPOAhoP/dkQMCl7gxudLF4LGWt7sf+9zKyjed4P8zYJjeEuixfXFdGVtZZjfjuSkzJmGHj94mucjde3HBwQMRYhqfFwzO8DIxTGdtLn5UwLvr46gH09BWvC8bQPbbnPCS+EfCHt8Td4dFjFftcqY1HIJXVefa+4juruQ3H2K51gycGUxA504mhDUkiqd8ERuPHJR4Ba1aABTYIlkXCGlcM8DAxBxxwwJpy1m9ZsD4lWb8dPHmuIsqka4DqOU6/FWNE49Mzic2SclfMke4hpA/4gZlyYEXF06ihMQE7ui45kVRGOgIzHfT9Epe4xHDeMcccM9yf2A6VW8wYy6h4XRLMSyyImDcJsSoMcNyT/FXUD/WswYV3yHRUwByB9p41Xv8rzovZfV2WL27NursgduwxACQBFCMRGIyBNFfcfhxKF8tYbYiZtzBRGAFsYU+ZQEEfYzYqRhT9iA+uN4wOB0F8pH+cxWFCBetnqpzEiGgrncEx9F0Uvs/08/rlXbgFndVftLBdYXu9uhXs7JVf08Mduixf4iw7iRuQuKliwHNtEM8YqtgHfZ+DGb8Wbdu9N+pDasMaU/RbfUlt25M4exuC/VF7J57VxzDGc4wZjHzapHssAGpk/b/A9gB23VPnaL/uQRyW2F71NWbh8uHZI/vkdTVmgESXXXTPRfDk8V+AQt5rzVBa2vIsPovOETYvKrMK3dXkjcQLDbrFCuUaPgMFpebo3q3SODUZ4AbI4FwQLseT3h1QRWA28UvEU9FpQPGe/M6f0Z8Jaxol7Cge14SOdXcHaD5aNjQQ3Gme1wOL3xsZdeDP7MdD+6K0qQuehTr2GBEapM8+7LIxEpXMIszTIuJt3O/pMYK0Pdzwzta6buA42jtJOPWfxxSOKUDXQRzjkyA8Hw7nkC0d1tjz5niyS39eB0Huziu9i5LC97rz60brNwLdTKd2Wa7QPkqsZhy0a8xSbCfxvWUg28GWX8fvSZt38I43Ahc5HhQ3jCXoeILPYaAIu8lmzGb9jXJ4/9y2ve8TzoKrndyCGOP0fY8fq7G3Y20+ey/RRVdikjL2KY61SwdPih0QaiWmCZ8sChErjizZPAR5JJzJ4H9eOKCEJVRgSZh959Oc9bBYu84EkTkb1xtLqugaLKBL1mRdTzP+dC0dS7ySU/w6lzxIPisGl2Gc0eCz0QBF7tLAstG1GSQudrGLDVshdJ0rlknWu75zHyhRXVMflYt8W24ReYyTBDcLLIC76rRfz0q6CUCTPvje3f2ia/K+9V11ySKuXVYjLQNm6zFxEI7fM8kGfhe34ujP6nMskq22qvUkfUYeCk5ABt3h7mvuhaFFn/EZuPQ9ABcf9XP6nLsruLb6FayXfqufElPoTDniVqkzzG6MeF14XZZAVQRK3nc9fhE9hkHpMVpdlivujo5hIyUGJALcyBqVGKfIYGauqgxUYLDD4rCihfqRfsP4+FquGicgBbQfBhajIbrv/J7oe8rqoS8e27iLJU72FCXEPpGZXOMVcVfMlPeUCpFhz/RTZG499omxiWel76BLPI2PXz+CuBjnu9SYJ29QTjVLYp4If2hosqiQowXm+z3WCZSM8B1KMzZ6j83w9eo81xIKiSDQSFX6DCMUPywSLA2KzsGL04IRIbvLkN/O/DAN2+sPKtnZLV660/x+HMd644zl47m8vNn7cmTvAXY9DmN1UlK+tWNLSr50/jLYjKiE3DqV4Fon+78HeToocbYTAE+QrluV/kwebxhBiI4DnDlFzzEYbjDWGG8o2chCuIJ1a7UGQGPf9y0DT9SlztjhSvEZyF22lsR2wL7SsfH/7NjsuMyzA7hRH9M+Jh15DJLHHdOPfFkvj2X1a7tbzP8vxfTutr0/uwcF44Xr4K7Td8Zcn+Veq4dSnbhHxhk0T8rNuO64QN/jTLw4G2+p4Ek+Vn8hFJKCOfsDynX3DwHQPCizyzzYjZgIHgbFSH4YmCHFBQnRHnbYYQNjJMbKV3/mRWrfkUceOShKsTqyNI866qjhnpqlQFZVlfu4444b9isGSs/FQr8IM4OoA6xhkpfBPqkMYrUIkHV0fvGLX3wom/73vBjqALq+4rKYkaiyyyomvkt1oA4ilsp90NS16sAbCFlfyaElFoD1wPRh7UGsE/2nfTBP3mF4btWj6k3PoXO7rE5qwGdMSgo97o/nxONLx8Vj6XeAEOIhidPDGmbr7c6VLdcl7wxtOSunx6fQXmmjurb6kvYR48EMIAwx6QMdo3KyZiSxkyynFAeXzM3i74lByoPf0UXOvKFDojvewZPqRnnftBpDjy9cnfjUe8YOiRsF2QBeAzn+u3Rs9ru0P2NMIABgejR+0MeYhUe8LfmaPKeYxzi5EVJiWGGYMTB22872+PhNXQKQmJVHyA8rhah/6QMr5aDM6y0y3Bl48ngw4i0hIXinnvaB8RaWTrpIrPRKZ9vFIE5Hpi41v6HTlf7hRTli9OP9BQNGIo0XyyAB1GFdaqtGpvJD48fUBKp8ZgdEV1cp/4XThAwggCmfIgkyBzy60qVRe+wGswhB8BJ3Y3At3JpeH/H9uNvUASqdCjDFFFTvpDwH2eUF8Dp42jwrN/PjR8kUeWYp8188pwW4xWPiYANwcYsXwATD6qACXeAsVMZO+/3dRedl8JxsUPIeB+hB2ChZj4OsxfWVWFcGJ0/cCzgkpov/qYcaeFI/w8XZZTXi7H30FkgWBU6rEO8TGLXuUoN5woVGklvaPCynJMYUephJDAFxQ9oNl99s76eMiR77yPHOcqF/nHHyWYEl4JnpPsqMIeIJTvXMnlZHH4w6YpVJ/kn/AldMkUluO1WEEK0Ko3XpyGqN1aeHIWcFD+NJvmBBCDKT9cd+KobZdFiyUPAwSTpWcQustyPGCLCCb5dYB+KmVDFCuroHsxJQnorlQmGihAnCc1qSnDZR4ZHbStfTMZ5TwylNCevMoaSxwAlgBRXr2YjV0m8BOrFsWPQ0fjoS5dN38mjBejGIEDBILioaquoStM7aRbwPgu71P41X51/qUpdai1frsnrJlErr8a3gyCn6sWtHCxHjAHFDBcpex6jtMjPXmSgSWrJ2JW5zd9dJGDCIHYyB6zCkOs7XjVR56L8eAqDzcN/JQhfLozKLpVI/IncUi2B7DBQWN0CHgFn6osdJxrhJT5nC9dCfPslEzJg+va+tTmhfgGveUQtwioxuKX6oFBieMS3xOqX+6ABKx6jd4q0BSLEOqdofM2HV18gfBYB3t3DGlvm96H+7bp/xSvt21yL7fLkkZuUxGw8PCzkjfZULB7DObAP+vA8SH61rwibR1z19D/dgywx8lk9TOQkzWEmGcQbjbCYNx7i1GClQXjr/MdUR5QSCdWVJw4aeZ0BnOiTr+zgF7rEXHiiHxcmUZA9ABTwBPnz2j78wV3h+L4nnfkKZ8xy6Bvfg3qByZthRDrdOfeFeQJkEpAwr5Q1VAtBz9yLTxXUtcmSRvJR70Sh5p3Q83p13vi6rkRqAabVua8dNpaejQvV7uJUaAZQbILQpBif1e9osSs6XhpC4e0vilrEr9djHiHHyMrvB4MwWVjKABR3ks/boazyPG4BsYW9J/+HufXSJgyeeK4Inj62U0cIg1GU1UmNi1ssKR7a3dE3vXzUglZWLfgC4YIxkoWAmK6Gvo0el9swRPPIdYmO37R6XOGb4dWM9R6BGmeM9Yj34uOd9kEW4MbyYHe+MEqSIx4MJPwAoY/zjStx2ZOgl7gafJi/KAYse2K08wAAZhXmBID4UmD5SPtoPA4UfV1vO0cweX6gXBQcoQNHCInmQqv7/3ve+N+zH38m0Stx5cbo190AhQpn6zAYsUQJkmdngQbL6Hz8v+1k6glmEMHB6XtXl2svafixomczKPo0VK1fxEiobq25jDaPg8Zer7DQels1hyikDjsqra6ludK7W6NP2spe9bHND6zJNSm6qVuYpnuv/ZfvoL668WizgDFBFBeiLiMZ0BTBEuJ0xJDAg6L8AHV9tnkGDeAwdg3XpQERCP/bgclfCznwBgGBzvT79uhgk6Alnmtx9h85wAy8aYvFYlUX9bWoQa5dpAgCAecpmVjr4l9QG2BrgyYBBPNe38RwvD0axezYAGYzDAAZml2bhKH6t7NkdnEEsAGTOtMlY3k4jeUI/J10Iy6qxygD5pziWe/o2S48EsaJyY9RH5im6YnHhMYYSu4XHZcrKGc3gyREcSBEGhxfi0xk9ZsBZK09GxrIMHqCMBeeNAuuNlwvVRxlQWj7tnvsCANwKluDGA6x4h4idxhsUCo7nha53Vg7r1WcEAYiwiqk3CVQoaQ74TaJMULEvjsoijc6ceUNV4LuDOFmxDEaUEyoV65tBBYsasEtdMyhAEXdZjbSyS7XzFmGvonswskmLlpW+RfwB7FC2pe8gKFM3rjBiUOSef457MXB4/JH3a3fXOLBBYdO+I4h0BjoueeRli4DIBybXK5zvx2LkwB53WZ34O/GBOfvfx5Ep7T9eN25LrkG++/EOvuP4xPGMLYw5uPOccc2ez9ukx+rS97yvzcPsdtcV0YBijHbXtRsQPrZzT5g0B1FeNz4eE5aicYsxNIInj73ScxBcTp+TUAcrAU/MICNXEoO5Hp7AZiL5HTGi1Hx5EmbdYG3qWsofRGUSa0NF+SBOjBMvyYOg8eUSJ8WxHhjOkiiwXCqzwAisC8rQG5mnYaChEmztjUjX0sw2B0funwXQ6X9Zliqr1vpS/aksir3w6+kjsKLn0PmHHnroGoBCKburg6B2MqwTOyWU7VY9jYt8UjQy1bnKBUNInXGOM2xdVieZUl6UgXBFF63f+B6jcnLFNaWsmThY8EBPyoKbzCcpwDjFbOWwPQxqxC34+bou/RvB8KHM6Amel5mvavti2UvsECDJt1jw6AUME0/R4JNDfJDyemA/xlM3VFYvbug6y+ExQfz2CUy19h/dYQAEd3W7xD6aAQUHIg544j1pg4R8xBl3XJ9nRcfzvPHexPJxLOJGBHqCsZLx3t1ojMnE93qMMn0sglPuT9+KQJd+ThA4rm7GRzduXDc4OIStmyKTY55QeIAQBmn3aTqT4damB33RALD+PF4HS5Rrc50MhTogglVBYMYyAOfUOh9XkNHi5FzPjxFjniQAMkfP7I+BdWqMvGTcAFCbEp8pIPH0EN6ReC8ASa5FHRKr5O9KAIlEgSQ31DW0X6wVg0eJMu6uhM0FUFOZpcziLIEnFFb2jrN9pXJGAyQOAm59SuKA5G4+jBRv+/TX6LbXNQSAdDzt2sviusQT6/GhjJSFNo/x4IyTK3T6MXqI/u3XdnbJARXP5waag6wuq5HIoPBBXPf5Pj+3ldUqsUVZWbJ+4+0IkJH1X9qmsz2eXsf7m49HEBBILHcWe7dte7kYB9EdzgJDqACifByDcKAPeAJOf3aPK8yMCfoapELMDsDzoGMAUW6olXTeusETWa358BtXG2hXg7Q+Ul6wUcQTeXyBzlPsFDPi9PCK0wFUoHz0wMphpOsQ+6R7iy0hRkEDve7hgMIXSoTFUiUJEABI+I/jPdgThUrOJFe4nBsHBxQp7BHKn0zpNIgILgEy1IkjZ1+ZHt+wuzhZh44GQmMUQ6VzyURO4/MOoS0xT3QwGh/KRM/ArCnAlw94XXYO8XYKi+iWXmSkYhLKCKAziRaj0/uu/OnHars+UYE+RxuF3WYGq/dTlDAzVnGdYyxI3Jp09gh3BgG17ibDQqbNU3YmTlAGB5+AKuo0gid3N7rbkPOjW4jyTlXmXaaL5yfzjw/+EUB5X8rAFlverYPqyDpGA91Zp8iu+OQD2qB7HNyFRj/xWXbk8ov5Gb3s3sejq9nd0bsYGeBlcEDGOK8+iqfDDQ5AGTGR3r897pbQGPpWBmQj+xtdmwjf3eDCUFI5pyw71gyeaFQsF8DUetgdt85UCKL+SULp1Ls+2ifGQ5UhsKF9ot5pNCh4Cdfg+jR4VagUlDdCgAaBpRynKfa47nAPODULWnW3H/E9HEvjZNaczuNaNDLKRJ3x3O7e8+96aRwP4JQ4Kwbq13++dAUzchw8SdQADznkkLUZesRaeeNh+iiK3i1jOjiB/+SWipZUl51TaE+0dxSphPcKQ0tfc9CdWX4+0GOFeu4xN1Sg1gHqnvWYdowC9oz66Bhy2KCMYWwlDvydoUZZ0q9hwj04HSOC5/NlUQhGxaDx67qxRwAqv505ytw1Pkjye+yYLssTNxI8ds6NZYmDZfpDjXVyoEy7pl3Q5yKD7/dDXOfS9iND47PtiK/luJI7y+8Z3fIRLLqLyz1GuxkhIPGx268T85zF59Z3XxLMFxf3dfMcNLpHJ9a7pMQkOenh7xJdOMVF3gyedGHAE5mDpRwoCA2ETNgoPXytDlj4OECJyNaZpyOOOGItb4V+q2JVmbwUfQTAiItCofJCuT85MNyv60hd59DIUK4SFDxB1kyLBmTACunZUd7O7hBgHS0XXiDxSHoe3G5+vrsmvYNLsHrd3aCtVqx36zXOPGAmIO+CdwO96s/AIEcC0a7It7ZEJsm/o7ywQIn94516m5P4uZm7wd0QtG8Usk8YQdnq+rC7DtydeeJ4d6M4+6UPjBT53GQkMPPVLWcHLzoPtpp+hDiAi0AOQ45yo1swonxA8wHFZz553WUK3ZknH4AooxtHXZYnDpwYozAsHUh5f8hcay4OtBjP0J8+O5vxjOMjePLrAJ5op4AIxjHGW9oLbZG8hgD56AaORgb39TbJ/7Rnv++uYZFgnhkDzdkyZ5Vh5DzpM8eSPgBDxWMCffIJ4yd15M+QuSljvXKeG1dTXOTNPRI6DYDieYWceWJhYLdsYUCYTswD6hh994WDaRjuQoKZgUVxfy/H68PCiVFZ6bvPjgOoOYuEUoReJCEYSh9Kn86FBU6+CNLNwypJUIC4LT1wDbcEjYz8S7gUPau4W9J0EhqxB47zDvSfkn8ygw/F6xYHCoI68kzs0b0HQMU14sqky9aXqCyw6Jid4oAlKkAf8DNr2+Pu+N+tee7p13b3hZ9PW/Y2GVkAru8TQXQ+M2hor7jQ2OeDCv3M3ZKAJn/2OGhh/aK3fBDwOCbEWbuok1xKLIYPXF1WIx78nRmobqhKSjFJkaFy9xdsDYkcmSjkrivKksU6uRvKY5mcBPD4HWd5PQwlsjG0rwwIen93Vov2uKsFv3vwOs8LW5S5rSWMI7Hf+ThMuR0AMfZ4ctw4prpHiXv5e4ni+mlKf5tszlABxDKhxByJqtJYV81n0DB1HmoR+px1eci74AjXLTLP/K2P+6ZRgAAtH/gZLHAlOAjhmUgUCTADaMS4BQ9opdPBFqlTkBogMkcMDlio1BcNgqUs/Hkc3JBQFMUfXWn6aJ9coU5FEiNFwyK1AZ0REEVqCZ7fBzvOZa0/3J/Ket5ldRKV2xTGz491xegAxF1itFU3LhzYsN8nbdDOOM6VKGVwRUc5aP+wpuxnNo4/Ay5/NzzoGzxD1Eseb+F6xFlcFDV9DoMFQXdwbW/3kUGSwabv5ElzJg5d4oAsxmPEd4US92t0WY14OEYEUA6kHHDUgAftg/9jn0Hoa97H4rV49x5WAbEAqGAc8SBob3Mep+ptie/O7Pr9/doSJ0o8XcGu5oajn/qkK69fBzA8PyQJ4Sd4gCKojPFgjhH8PSJcu0XoZ1PZ3UlHe2cm7xAVyo15uTAxgCzQJMyVD94alLFGdR2mLVLBABbPGCpB6fEi3SrUB0YH1I97SsczDR/kS1A3CSsZCASIiOHyHFcRPKlMAmA6XwHu0PkALp6NMsEQ0fAdPDlq1v90Fqxrjom0pPYr4FzX1Yw53VNgClCka+m3noEAQl+A1Z/FlTydTO+JTtSZp9XLmHugJm4NZ9eNeV9cmWeUu4Mnt8idfQEMeUyHjicpLu0G5UjCVhQhSwS5wqXNE9sI2HLXIIaahPbsAxblc2Ysxn7ofBYMpfyuSyQRqFHHJA/0wc5ZJp9Ri1L32UD+rrm+JIsP6bJ88f6QMVAZG1Fz32UAK4ITH7AxzqOge2kvnsiVHGAOnjBUJLRBn/rvWwc33qcptxtM2nreKGIZf73dgPcUPM7AOvhx7OAAzidP8Rud44DSDReJu90dTNE3PS6xlZFvBVsLBYz7em0MtHRuFKw3QB+AYS5QokTUMztNxwBceCjFEDGjT/uY7cIsPhoKytOpUHfnqRxULsqVyqNRC+xFpOyJPFFkDAZqvMRk6dpkBCbmKrq2aAgofBqsdyYPdPdGQcfB/Ufj0HfVER3QczNRDtwIuB19WmbMfk4ZPGkpz847bgmW7LI+aQFMNXDENfxYhHantqTvrpjdlYZBxHJBfPzaWJ7RqvWBwl1jsW8Bvtzl4Bl+cZdjkNHOIyMNo+qB5e5ycHc99QEbBvjC2MGVqd+kPfB4EvqWvyeex1lbB2yUnbry2BMfNN0ij8G4XVYnkUl0iYyR7/d+EK9Hu5RgNGj88+W3mARFn8uYGf4ndyIGjLvIHDxFdsuvJ3HQ73o8M6IoFyEuxChp+xtbUYTreP5FdxE6GPL9ziQDAjHeZcjEa0syzwhCfXPdErNbagO+XSp4IpkiFYubB5oNa5JAZAccMDoAIQ86g4oElGi/KDwdJxbFUTBTHnUdgQZiJGCEYGmwgpllwGCBkuWaVDjWoyT6oUnNAAMFSwR4AomrzFpYFCDF9GoHahKOzyhTzQhkSQh9qHMfQLzedI5YLnzbpNDnfXlSP2YBUkfEOFH/vEdYOYAYAY50YNi6Houx+TIGoDjGt4B33rHEZ7XQ/n0mWnQ1ZftciXmAqSt2Bzv87y50N8YA6wS++mxYyusgCtYWt7Rb4gAjrwd3VcMMk5RSfUlCX/Ln0HcWEOXaHsPl9R2tcGebostdwjWoW8Qt7i6rER9ooyso62M1A4f9Drb1XTn1HIB4ipjo7qW9oHcJ2wCMRFdTLCtjLCSG9yn6jBsT0fDAUKHPcQ9dj7CcM20s1ZYlvxwMcX0PCvc657qQIRhBXmb+13efEcv1ols9vs+a+P8lAL2UJJkoV1UeeZNwS6GE/AV4YRjAqSynKrmGkDlKx5ULCkhAQQ2QCgaMuVUMcJCC0zV0PMoIEOWNPnYCnpN9XFvMFCyUgBRTo1Giui73QpnSuAA6vFyPSfIBEIQeAxRh66Aq3Z1CHJg3Lj+HTsQMSI9RoyHTuXGnQl8y6Ohd63/qu7NOmyNRsdekNOA6De4xSwAILGPid5x1dAbKZ6X5TDV3JUTL3Ns5ClfnwAI5s+ngzI0wWGtYU1xrPI/T+65cOd/bPXXq9eADGQoa40KufSxwd0NynDNt9EG3tH0wccs7WtKu9HtfW60wbngb8wkQpcF07P14+2ds1PU8Jsm9A26AODDwGWjS9dLjkAMxricCd9x2XMv3x7bmzFR8BsYQ2qvHNJ1tE0M4x9lV3PMY5x6ugsQwAQwZr2OeswY0/X3F+KXa+/J+ubLlWfRQGpw1mCq4W7/FAPnMrUhRU7nMVvFCuhtAQENMExWEwgKw6ZrHHnvs0Hj23XfftezYAlyyFHVt4qschRNLoXP0G3dFdJlxLwmDiI5jxgCxQmKHlEMJQWGrHFpeRnWj/3El6h7EcaiusLK5p7907uVTvLGeYaGwWrCQlQxT/2mhY1/YmESiDCQCnh5rwcwPYj2oL5Ufv7rKpe9616r3E044YTgmJirrsrUkUxA+eMNqah+u+KhsfTUAByHOnvh3BwLxvvyPwoY9gt1yl4Oz2069+4BCmhS27p6D9o+JK2P53X3hz+m56DxGkfACYv9goNytJ/FYsJgmIRppPgD4PbtsnNA2Yd19kI/AIhNvQ5K4ZazRcZANntA5AhgHBNFAcebVGVnvJ5Sb8QymxvMFen/gHowN7l6nT1JuH9fn2wkQjGofTz0I3PO5IZl7njHF9RDgjHp0FtsNDmeWnRWfKrgQW6W5p+JKivkwADcIDwxaBlTB+njskM9uiTO9XMFTIdCCniySFw6w8OnNnIu1yH087ohKQ9lRRrdgedG4F8lLpeNgbdwdpxxLAEJYNeh9R+p0FJ+W6Y2MhoqrEDBHegT85tSdM3DUoQfKOrhFqXsALpYyz4ZVL5DK2nqc090Iq5NlsXu885rrwa1AjqW/AipcoUc2yBW2gyffRjcfxhRKm/KhD6K7EOE3fV3HRYaM89xNKUHhO1iJlD3iClrlw20N0KNM6g/uhnSGicGFZ8lcQc4Oeh+c6j7osrhEwOKfkkHgknkxIoDiPtGdFuN/srLQZ4iPUnt3hgb97sYBzA1AnHbLuMt5zhA7A+1tmDE+6gAJxzhjp/8IMyEPY7wXbZ1ruKHhs3yjaw9Wy8GTM3bRIMkkMlD+vqYCrmbwBDCB3RGAEBtB4i8KopfL9GIpHX3neDEvWHLE57iC9iSMjmhx5zEjjRlvsgR1jn6rLFQE4M5zszCd2IEZgJCGp5et/RIGFXJQiXESba97CRwR3I3LkucQQyWGjMSdjvR1vu4PA8V+lmdBaBDEcsFiqUFqFp2uo6Vs9J/YLpWV4HXAEEGvOlb3EaunZ8NioUMAcomBcuSv96S6P+aYY4ZjDjjggOG/KSnsu2wuiCopc8TjjyS0/3h8xihJnBVyAMMxrtAAIOoXGCLuvkdZo0D5oHsiEHNXG8tQiGF2NtfPc+DkLkYMHI9RwejTQHDQQQcN33GNY6WTkJPnxKiAicKwciAJ2IqMFPs9HtTrsstqJLYJBwHRnRbBLhIH4jizDgEweAoaF+7j2xZWysFQzG6vMQKG1l1pntjVU3JABERQz5Z77GIsLhiAezCLFnaYskO8uHsdIyMuF1XSN9H1Hf+fYnREI4bclSsBTzAZMc27Kx5ACIorzjrLHs59plCN/iJjY4oImBcZZ/l54/OK8sBxWB+OQQHycmmYPlignH0WEa47Hyy4BoDGBxhAnF/DYyXYuvsENgu2KebPYUsZvcFxb6yBaDXg7qQeeB6BR4AeAwGdrctqZBmsU3at6Dqacu+4PxsYaD9xkkRs77BGznplFr4DCr9PLIMDG19EO+oB+pBbvtwTwxCDKs4W5pzI1JUYAwmsN8fyjD4wuw7z95RtuyxfvG79vZbEAZQztZFRLIEnPzZr79k1uZe3M+L0aKc+o5R+48C7xnBFxtTBEt4mJBot2ywPlRs8Gdsa00B4HZb0SwlE1QBW9v7iGJmNm1MZ32bwBANCoLisLhQOs3e0X8wIjJPYIJcsjsGDmJm9x6K2MDukMKChEJPjvleWNiGY3IPtuB/WoI5T2fS/rEpf0wb/LK5BloHBlQcjAwOHoiVfFQsc6yXAduk6KvOBBx64Q9AcDQjWR9fzeCeWn+D59FuxS7qf6tgHEvdLRwDryJpZg8REsdSN2DDAoq7Fws+UU/u1T9cl3q3LzgGgJK6UFz3ft5QPBStxhej34X9iNEiIBzCKuaS8vwLYHVxEyl/3Ja8cBoJbwd5W0TPRyNL5Yo1R7uqvKifWdUycGAcbGCltYbtLdVgbPD04t8vGiYN//0xlgWvgqXSdyKCUyuDHxHGU4HMJM+Lc+Ifs8PQDceanG+yMpYzPgH7c7LtvZ5rob4ScOBvG8zrbxDjHhC4MeTda/Lnj91hfWR3W3k0McOfcRVj+ScuzQGkDGrww3Jwp+p7EigdDSTpV6qiP/5nF4swVysndek59UwE+/d+ZHYmXlUbDcTQu9x1HVO0ALN7fBwGsAJYz8czJbolyT55HDYo0CJ5B1hkDtxS4XqQa3bL2TKzeuTw+jE7mQJN7RPcJrkT91uDSZfkSLaJlSQvzVCtTBGCZtZjdg/3uHomB5973PG4pG0R88HB3hQd3x8Bfzov9xmMkYjwFA0DM/E9/ykAcg4UkxrRk7yGCKC9rrL8uyxdvq7UBtHVwrbEeLee2HutAO3MTelwi4MlTCnnMFH0kY7piXBUutt23G/Q+8y5+nG3iw7XjPZ3xiuwe/TOrG//f6yYzTCKozZixlbjtxNCInVC8z3HHHTewLAymPtNOa6ppHwqMh1NFi/XwhyMfEoHVis+RnHLKKTv4/7HkcOfJQhQjQ/ZwrknQNuAAtgj2hJem/SqLrgXQ01Ijup6v7yaJvmHdW1YqC4W6O8Bnuum/i1/84jsAPsAlYEUsnZ4N5u74448fnl0LIWvGnupMDBPWrq6j6zJTLua3oh5UfgLMmUmnWBBdD7cfaw26a0KMkrs+fYBSGfXseg4C+VX+LlsPQEUlXFIkpXN9m9HbtTJlrgeUGyyu+rnasdq22jH9OIIMQJSXza1tD06lfasNA8a8HlDwgB/0FsCLOA31DRhWz8qPMYfRIYmGBn2UdA++7qQPMKV6j4DJtx08bRyActdsNug6wEYcMGTvscW44DolkBDL6GWgfPQNspGrj6ltExNITBSgiXvFZWicMOA7fYI+ttdee51jggZl1T6P/SOHG2Uj3Qj3xfDAYOH5uB79J4a2+ESpaIQ44HKA5hL+DZYAAQAASURBVOMb94K8iKxUTSbNi/WXihLygEu35By58gKYGUdF0Ujdh8p+n9LPdSI69QqhfFnl89tjp2B2HPjpRfjMOg8s9RQMlCcyNZRBdYHijLOJqDNv+ChkXcfZOZC+BIUMGOMcZwAZHNh6Q/BYEw86jCwejdURPYMIz+d12WX5sig75G0wskMtVm0ETusVH2QwQFiCBdDjLFEcCGLQbgyUJRWBpy5wJZsxOvH5nA0DIEW94fnZopsyxjHGgbZW1yX2qcvGSXxXGYOybMbIz2uRrBxRR7tBkbFN/uF/YvK8TPQx7uFjH+CJsW03c/fF8Rgj3N2hDlicuZUwbjH+RgaM7xE8RZDl/dBxQaz7EjieonubwRNLpUhJyXIU+yQwwMwZ/U9Wa1d2VDYvlhQHxNWAHkn8pd9k9mULVUiuJQlAjHgofXQflQfXIiAHIAZo0kfoGeYJJazzQZ+yZEkOybm47XRdLGcaKy+NWQYofWfnYG4U0+Xr/KkM+q4ZfRe96EXXGqYsBh2nusVHrHuqjsQAEmtFY/GGCXDCXcjsSN2DAQzQixuSKeQkAAWwETfC++h5nlYvLZ24xh4tCsC47nrOd3HGSey1+oZYVW2xgrGKMUI8b5KEnGYk6EVX0EcwTHyGLu0f3ePJAhkQ0Ae+Zqav9QjDRGoSpnz78krEYHogLR8Gq9Z3mQ3kvZ+tVuIkAH+HDko4FolMUQ1sZf0xMjW+dVeyA6R4D8Y32Bzc1mqPsLvqW/QfZlZ7KEoM+wB0ufvcXeP8npubi0katFWWVgHgqDyMIex3z1JkdTMwC6CLEza8vhh/fXJTrGM/Hx1Bv5tqwEyabRdjmCKidBbGlYnTYzGS3ysoVgb3+P+x9x5g1mRV2Xa/M4D5IzM5kIY0wCCCZCRJDhIkSE5KBhEQJQoCKkmCBEEkI0kFVEBJIkHJ8RuYGSZHBgHJCJz/eup77/7vXrOrTp3uc/rtmal1Xec63XWqdu3atffaz3rW2muvqQ64BN2hHYeABWnWpcZRAOroPK6jYx9ak4gROAjeO7jzv19WpVf5JpbC4I46ARIBQv7QYXlOnslom07IQKAjA9i855/3JKINWNGX+vD3ItbYJHsWQC1SxrKkKnr6M2A9gCkfDJW6QsfubcqzAeaEe3wz9iozyviv7gDK5RrAkD/eOQFAhX7wymK76TBeqEfu59jQ6uppASW/Lxuf03hbnbRATWV0hvReZTDG3KMlLfak1qPWx0APYGR2l3mqtSCjAgv3N+aGViJNzzU/0Wpvz7n0dZ7bc37EK+5ai0z8TV0p2zHQZpi5hnxWdcxRlnWD9ZRZspXlefIedySVBHmSsZqEiuwrZ2vQlB4NTAOSY4YXRvA17FIswPxNlnNWjGFBwgB5hQx1ZRsTGh9WJ1YwijV1Z4foxG4lhxKp5XHBgerpbGRbT72SSwmaH5Dl5JisHgwDlMSTgCYysYZhyn1R4HRaVidwHauIaDsGD4o+90hd8k2uKdomjBWrJlOf3JMs7TnmPFp04GQWZ6Uek8Wk0HeuzFPorYlgq2wT+oC+CCtEv0lfC+OaY8RMMK5xWaPMADEZ54xTj290ghPd8lyOp7CRkd9wgedvxhTMM3EZ6fvWA7QNjHL+BhRRVk3UiRJuBeK6rfsYhVwH0xYG3O77SZYrfjfMO16ZRpLIOqZa4SNeODXGDdRiTlpgyTFKZoUc8E0cbDwL6buZ1xhrjB36It4K34uyzcTW8BKvBI847CZ/s6MGz4yBxL6ykBwZY8Trei9KBBc/uoS2JcWQw0asE3IeRhUGf/WA1TxWOY6HaWUxT7WzwC7RkVqI1kAJC69apl4VZxeUKeuq7B37UzspL5N7+AVXdshbwKAMnegONyQ5pKhbywo1k4bCrjFRUI9sysq1EVx8vHS/eMCU29M0pp+Tds498jeuUM4jiSnPGEBGgtHcyy5PWxjeMHUCTntObNG1/t9uxol+gvJF8RFQiisBa5jfGGcRK0/rBFuuGFjV8rbuaU1YtijrRGfLF/AEgIJx5VwHoDO+zZBZR1nnmOXyu2mx9pTlCYMtYSZZrcxjefjUuaYFlBYZe31Mk5klr0hlvrKhArBnSxTcZMQDetGSY4ldh9az1PNa7GmE8VpdbvRbxi/eKwgY5hrGIgJz5HkZkMX+stSjGixkYofUMfuNh8W6BHcn9V/JajsqCzIlKzUvEzAQKzP/w5LYLcUkjEKAKaFB2FjX2bLzHTSdjpDzYymG+SGXFGCA++ecXM+WCqwwC8OSeuV4ju23337dud/85je750v2bJ6JPBm5f+6Vv3kZMDVYzGn4ZBSnQ/MSyHrMJBLxHkD4jhmknjwAdc7Kzj5CqUc+iZ9yfBUdk323aPucZ8sJdyXxVyTCZAAQV8IAyTPnXabdciy/ZZVdK4/NJMuTlnunD7RWZWaxgRMxYzJU5pj6pa+yUo1VdLCiME70UQME+jOKE7aUfbioU8YL8RNeeMKzenIhLYiDWCPohLqQgk/6du5BLCYCM8V49r0BZDZoDPioP3W2K89j0e1IvdEjmQSjJzPWJmNldeIFQBWo4P2o75fxhM52YPIYEMU44N4OdeHb3hcMj/RxvBQ1izcrV9m2K+eZqbKh4roBajC4aYeIwRz/M2/tKguebBBgNMECwTLhlco3eSGdmJZ6wQTbZdfaT9LtXQPgc17GMG2YOrGxN96atFfaDyaKRNErAU8oQMcp8HEqABrXL6a66/xSeCCUlLcQcWfmY4uABq9BaAAnEt2x7QMuhHQ+x0uhtJyjxSvsqCeuAGKFQNCs+LGbEXcd7QHlaN+zJwvamW9oStqE56S9WNXn/+lkAFIsczong43fAJ9YA2wTQ/sC1FIGW9W4npMsX8a0bR+gqoPf/WlRNmoIrKEHWGDgoFS+o6xYjBHxRtUeuzaumKw8YRmMGHww0XANrFdlqisr5U/GLu5/W6pmxJ2aIIKCdnJfzjUz7RxTTApeHu62dHwJAbkYY5OsTlpsT2WgKrMYqQCpjq2+sebxOHRvryi1Ow33HFui4N7FcAmIYhwYNLme7lMGPbVeEbvvzPDuEhMHkKlA0OcDlDD+cbt7mxY+YAnKx8gxePKYi8B6Mw9mXjN48opZdAV7tZKyZ9Ftx0aDJxIioiyYzJmsaawwOQQkx2piFV6E1XbJZWTmJWXXl5qGAz0nDoiJPo2TWKTE7nAeTJNXE7hTmImik0WhpxHJmA6rwz3ovMQh8XKwhumMuR5mKdenbGI6AFPkrXKHzXPD0vGCAWVhjdKuIHQHlnsjYvzx+T/1NP1Jh+c4q5NSf5dJZ/dy8ZzjZGi0Xd4t7ZmBPMnOlqoQI0zmyBgrmbFqNwGWJZm4882qOfI2wWAChtjqJ/F4KavqDnYkYBw4rsMxH3ZboEPQS17UAjNmwwVQwphPX0/Wfpgnnq3FIFj5AvbqOW5zs21uS78TPpV5Stns/zfJ6sRjo8991XeugQnX1m8L774yTV4BaqM9fRdDn/x+GP+Zxwya2BeWe+Barn20fhw+YlBk4oLYJVau8mw/2B0aAuhgqzODIIwMjBQ8HRl3HK9udb8Lxy7aUKnMkw2ViJlm4qXtbndcV54j51a34zwZDZ6cVMtxBsTpYPGx9N5Ahg4DCk1lKS/iYEgainviAgQ08DLyzeTOvaxU/RIAMnZzVb+qy2Z7BgBNnoeEYMRCmTmzMnZnA/ECyBw3wYutyB+/LS8baxjrmnbgReOyBCRRL6x9WDAmGdqW56T9uM6xaUw8KHYvFpjcdquTMQN4HpNUWaMhhqpVjpUoip2+XfM1sTwaaxijh8nfQaFYhSmTvuk4Q/offZZ4Q8Sr8jwBeSVPpLIGXn1nQIc1zFhDD9TA0hrbYau3WusGqq0Jt37slkSnErexKFs4ydakBZoife9wCDi1xmjr3beYJsYarC4fxhyucuY1wlq8FYoZmtY8w3lc43md8RvBmKiA8X91j9azMibxQNl9hwsPo6YCKMYh85zHpb+pC2O1jrkIxg4gj+tcr5UyT15Vl5tnBVYmbAASlUul09hM6Pktkf+8FBBoi2mqtDhxSrit8n8aO2g7nSVxSokLgP4DqaPYrGAJnE4ZaTCQb1glXGwo9JyXLN85lv9zDZShk2rCvmFJO4YpdchxB+jRKVkBx4sLo2MLnHuwXx7xF4AquxpxwbGPXgZTvlNmy5dMJyfDOIxTBWowB1wL8Ewdjj/++K49s3pqkp0LoFqTQC3fRgb9mvHifDAEe7ME2sGr3mYIRZYPliljLX0SVjeCAsSihRF1HKADu5k8Il6cwRiPkD4AKxgLHWCUOsDUZkyFdYIBoyzGoCcHW8EVPPW5dvgbgEd71/PtGmESDQDNWGPVLO70SZYrfqfoQC8eMCsTqRM0ut4Tf42BqtfVXGMY2074CuPEeLOhYq8AhARzU0IsmHsx9D3P1r7oBUgANhhjjBcbKHan/3C3RwkMwFjLNY7xZUeQ9OV4VdhHEsPF+Z1oS39b6hjrk+oKrcCP1erEWTo90UpSFTj7ZxogiiiuOag6QAJgKoMfyhGFSJBojbB3w1AWkzkJHR3slWMBIQFQUX55UXQuwIYtQPyhxPjkReYbhY6PmGX6AXxQebmGNjDlCmOGu45OgwXAxrooTOrh1ARse0ICUkAVHZvNGQFvbBWBJcBLB3xRJzY5dYwYEwzvL88FeMrfKZ9JkeWenlQZZBkADJxJdr7MA1ARFA2MsFfqpN9g6aLEHdvImEcqiwtzzEILAzeUcsrCQOC+rmc+zp9mFxr9G4Dj/o5BZUCXe2R8sJekV7gyXjFsPAFVFwLgyUu6W4od92PVBS3whI4g/pAxOslqBDBgZhQGtAWcDJj8XRkrX4NUlpFJ20micXubcfLK8NaejQZ/JJLO/OZ9aLl/TT8AEGKc2GvjfupzHUaySzthwEpzPsxS5rZ8Mt/lkzpSTwwm4iENQN2eNi4MihBfi0epNc58LqEnpCtZVEZfEQWYm0DBs/qKgU2FWKXmoMqwOyTJy0Oxxx3sCtYVipUJHySbXCesWosCJkcRCJ2gapQULBJUXF5QXhrxVqbbGTgABai74447bu20007rzmcpf4ROFtDGXnAMNoLasJqJ4aDD5znYbyj1zHMDvPIsWMP50KmceZUB4oFAB+Dlpww6PhMf7w9FgTBQAKR5d/iHcRvQQfkfq3xyJ2yfVAU8r+2H3AaRamExjvOOiR1kNQ8xRljAKHDGG+O8uuPSTwOyzdimX+EqQwkDimCezDBxLzIlcy3jywHkpvExuGCb7ZZAUZM3LUo8BlR0G+PXGfcd01FdCr5fy21Xj/WBJ08KME/sn5n6TS7y1UmddOcdt0HeAk4ed/U6wBJjDXbUCy3o7yS4NPNDXC6ghHIZezkeJpXV5YTU2O1d+yr/Z/7JfTG4cwyWl3MIl8HDtLdYUqf9YfwQ35R5NLogc2nGGrtdOFVBdalVvdVaiWi9WNk/2poP+srvwvOr3+1K3HZOCYBLp/oroRRRPLiaItCTKN+8pCgtkkvaJUYQHO45Elw5YZ433kQhma6zgoZVgrmBmgTlOmYix/KiIwBGnp0AcZZh03kBUSkH8Ohl1gwOrAraDsYo5eT83JdllmbrUg+ze7SflTHuuwhxJzwj74/ng1kweEp78rx0LLsecB9MQazbL3UiHgugxpYNUMLSRbFXJqruQxcBTJtJTn8j4SsKEjce31jFWNEoXTYzxVAhPpExRl+vytbWPrF8EbsaKIMVpgSvRrlHsbNoxG4DG1tj3g3ftnQjBk+t5eCOfSEtCquGJlmdLOL6roaMgVLrg5hpYv4ipUcFTayoY1yYjcG1TKwQjGrm2BwDPAWcOBUAz2LQFKFOjOHUJ9c7t6HHNffcq8RBMk4xEiAtGFvRBflkroeJQjc45tjisVTBU02XYGIAAsZxZAZRPJNzT3m8Lh08Jb4lgxl3HAAI1xQVwRrlwcj3kt/OOOOMDcn0iI2KADCsTJi8o9TSGI4L4t40WpR7XlZeEPFHphaZ/FFE/BawQqoBOrgpQToEGcojUJHEFTlvBBMQCjrHycEBm0Q7plOhvAFouV/OyyAAzeNOqDFMjuuiHXBX8iwIZeWeWC2g7lzLHkie0AgYp7PmOeIqzSAHPE+yZ8Tuq6Hf510fcZwb/aSOAxSo3VgodPoQxgMMkWMFMaTs/kJhViBE+eSEgfnKMUBR+qCZ4kjOI4bBe17mOcjlxJjL+Ioij1UcncEqWhuDtb1Qrq0JtNW2dicCmuxSqGU7DsZjeGKeVidOEYELuBV03AJGNbapjzVxyEZ10+Hu4hjvmnk2Qj92zBHfuJYBI7CnXglXgVzE7naPdeavCLoAoGKAv/fuMWkDBaMjBEXGX+b76IDERwOciH9ifMJm9RnkdSxRV8Y1UtlgmGnSfZipoow6DhfuO2NPTKJKx9fwosnXwIvCd1nzNEVpEVht5sg+TSZrQAEvnkSPNKIZmXzwDeceSWMA+2XmCdRNg6HgSa1QNxz1ywLF5oOSJf4oguuBmKU8R+5Lx4yiBxRFiGNiRV3qkPJohzxTnoXtIKoVbLYMhYzVDmMFQOW5SZ7GhMa1sEw8P1Y9A4lOxvLYAChcOJPsTBlDP1cAQF+1q87gCWXticOKvAZYW6Hn20GhVary5HpScZDXJvUhGaYtSPq43Y/kbaIvE7SOKwF9FOMpaU9gWhnnLYBUP0Nt3TrPnwrE0E11NeEEnlYrgCaDpz7gVF1DFTC1QErErlnGGIYKxkDNKWhvBq5kvjmGgU4snxdpOC6vGifuh2ZmCF7PWMEQgUlq9cuf3+35MdtEuAoEQOa2jLF8Ml/irrNrvK/tWmOHuZn5C/Fzus4ut8Ymokf8/hbqO2NP9NJ2GhjGJccAAtB3KFGjV74rKODBvdwwH+8pVwPdHGvk1AM134OtY5QtZThzsPd/A4zYCqUudOI8L/mf6GR0fNg4nsUWTcoCsNiawKLnvqB/clCY0mfQONDR98w9sNhpO1bX5feAH9oOV0yugREL0DKABNDmmXNuBoT3v5tkZ0mfBcyxqihQfHnPsD41Ga0Dqaub2n3Y34B0B2K3WDP6bcRjF2WYvkyOsfRNjDT6evo3uaXs6rD1TqB4yokSj1Uc5Y57o1qkbqs6oVYXYf2Nb7t1eDafx29mp/jNTPPkJl+t1Am1tQCggiT359aYcv/wNXZ7Eb+Kl6Uu8GGceQUgoRecDwjheI0nrIxMfW7q6tWG9kgYMJoN3VsGBuMnRkmuJYYwxgnjjfyCvofJgD7gVN9Pa2FIxG4/EzAtwBvhPThRZ42jWip4AgwFILHUEETKCwAd4s80A8W1bEBLACmAxpYfbIcVIg8HkAOEALCg56z8+G75bVHaWNte4eNOxEtmybNX0pE2oWvM3QAOFsnAwyiXgD9PNlCuuA5woXkFHICSeA3qRVtGWIJJ8C5LnImFIgUBkwa73ONGzG+ZoBh4CKumSJY5gaedIZ6cLWOOWZHg/sJypc9yni1dxgBjwwYK30NCub62tYyaPkhqE9z8MEsIegXGjDbBrYE7m1VI6b8BTzF+YM7RUTZy+mIhDGYAV6029t+VqaqTq58ZpV+Zg0lWJzbazWwiBj+LME/0D7O11vmck/5H3x5Ko+DV1x5z/t+gyfVtPTP3d5oG5j7qCotDGzklT4Q6EKub8ZW5IuMrcwpbmmHAWHeMqV8LPFGXIYPG9W+9O3Qa+srPtJKA8Zpa3TFHUIA+DuJMpXBfWTHScSLECAFiaGjOx43EcRqJgFSQL42GWEE7niDfuANYAQco5Hw6M1QhCpYUDLmeMqKY2V+IlwzzBEjLMe+bZb+1XR/UH1qXfE4ATuoCuEzKCFvJdVNiOg4o2+e448DO4eJwLBoWEmzVJKuReS6APiutKnKX1/q20C9wb9VgVfdPW6W+X40VqvWap5j66mmAwgTBKlVW5uWbuMYIizYYz6TXiGLHMvYO7Y5PagWv1nfj56ssRd9zcR/aCbba+skAaqjMSZYjday0AFR9B/PAUx0DvFv6ld3JdpkBShCzvXZlA77oq5XBqf3T9Xa9LBWgtICjz91LBgbzV8YYcccZd/mflCAGZEPuz1o/f/t99I2Pel3r3RjE2lBsxTouBTwR2MwyehAqwAUGhqSOvNygzlyXyf3AAw/cQOfzQgjuznmwJbAnEe7BUkjAG/E3LIXmYysCIGYr0r+TFTll5X/yT9CIzlgOgGN5aa7JcydlQZB24q3yf1YHGjTRFjBUec60E2V6dZtBKX5lwBMrF1C6+aZNEshNm+U4ubVgEmhvJkdnZQfAwuwRj0WAP9nVCdonkdokq5exAGro2nngCYVOv7ProrrWq2HSAkV9E34F8n3uuyErFP2RMQ9rmm+2j2I1LclyMy7TlwOYMhYSe+HA1RpnxDO2LN2WVJ1S3Q3UuQIiu/XrJMy1E4DafvHcUGPf+ib7ISDAewcE2T1I2o06J1EPyqmxhWZRKhCp96x1rM9aPy3GjdAYt88usbuwuiSczTyY8ZWxRg5G5rhFAUq9Z6utanvVceN2quwfhqDDa5YOnogLgm2J4kllzCSBMG25sRyeWB0UHxQkAaEwMy22BOXGg8M8sReVqTfcd0b7DnhzXBPUHnlf+N8vg7Lt1uPeaQMSTOZcUitQNs+Fgkxnwm8NUmeVnVcrEn9l2h43HSkbqEPqXfNqcb9I3W6Gd1E7FR8vTQ8I5L2YsqVek+xMsfXVUqit3znHqQA8BukrLRfSosqwxa60gB31dOxe6oaxg1ufiQijgqBVdA0xU1HkGHNMCNVFUycQK+CWNdwXu8XvLeDjccezDzEXE3jaPqnME+CaibUF+ucJ18Bymn1pAZf6vj0P9LnjWgbRUP0qa4rx7LAZ6uQ8SQ6J+fHuuZ6UGmGcSJ5NXkjieOe56fqMhpYR4b/7wE5ty9rOft4+V+3SwFOAQBogDFIaAFccCSmDNknQaCUNSwFrEWXGtiUEmJM0k9V2TgqWcoj3cUp34q+8rxzB7Jzjl4SStQvKoITgPQeUR0DMYZdIyAkzhYVKUHzaxvsAsTKI9vra1762Drhyzoknnth1NF4iSQjDIgWIkcSPPE+wQLj9zFDBahG/QRJTVjyljUnG5m1fUPh+blbWJct6XbmR+gHeJtmZYqVRQVCd+CP05Qjv1QzJPOmj3PvObYEn6mqxC9oxTRlX++yzz7rbGoYVcJ+yo8hZVZfvk08+eX2FnffWrBZq/vZy8aG2rc9f26GCsJYl3Dreck9MsjqpgBcju4KJGus21oDkvZqtqRN7/a7jc56rqw+kt86tz1pXAdbnxnghzAO98MPdITzxUGSuyrZd+c7qVW/+a89HC/D11a0Cyvp/n2u16rl6vVcW+3kXYZ0WAk9MmMQ9EThq+qwqIz+gFbN3Zk+lKcepCriX2S0C52CjaAAHhtHRnAUV0BTxCgcs7RpT4c5NAjBYJ5ihuAqwfnlWOhqdDLej2TKvVnK8BfFEWMTEcOGSNDLneZhIcO/lGueSwkqg/UyZEsAPGHRqfRhBXHp0SMeBObh+ktVIi4GogMbMRd/17jtDFl+fEhtbx9a1ldkaey3Xo+zqthQGYBGCb7F0ibWIKwFF7q0q+hT3oqzCkLht+b8ea4GoVjtMsjoZGjt14mWuMMs4ph/X84aYzNoXKvvrsmp/qvfqq1sLTDAvt1IoMD8yD/9k9wIis7q4yJ1Qeyzj1GrreqzPaGn91vp/jC5bCfNE5t1Myiw/JPYJ9AfTYtDEJJxzc01+I76IFQaxCPOS9ttvv+5esRqdgh6gxG7MME5kYyX+CtAB84QVidLlhVdl5ZcFwKHDkDwSBE0OqeS9CjPDvXgegBVbwXjZNh0Kl0I6lFMx0KZsqAzIAvmbRSMlfhgxJpdMEmEAUx9yY4UNI/4DAIf7L8+BXzp/h23i/jxP9RGnDsSZTLJa6WNo+s4bsujMBvdZo9UCj7SssXmKuZbZcmu5HnUsum4wstEZZGC2m5rzYaPTd/M31u+xxx67HneBMjcDwD1b7VsZgr7nG8sO+Z4YNo7RnDcBTLI6cZ9uARMbkr5mEffYPKaFbz4eNxU8DV1fn6d1Ln0OEoNFF+yCkfmFTOcY6rBtME6nnXZaN67COGWMZcwxzzuGso8pawGnVmxTa4xVvVh1V22Pet8WOF5UFmKeapCjV7BVKhPlAAvkrT6stIykYYVomJqC3du6OLg5f7NtCJuPWnDLmZ0yW9ai12GsyJ/hyYTfHYxe815wDYodkAVzRjt6abVpezYIdl1A/ZzrPB/UAybKNKQzuRoE8gzkqfKu9tCylA1L51VXk6xexjA7fazRItJSHn0K2fdblJnqq2dLmWEgkYrA7JNX3qHQYZzyN/tEcrzqr774hj7rc6xydVu1wOi88ybZXqnB1/XTx4wY4Ay9y6E+MCQVxI0BavX61ncLtNh113JXcg3zOIzTt771rfU9IWF2nYJnbDB7CzjWT2Wi/Jx2dfeV53P51FQGK3PbEfSFQmMyZQKuuV+g/GCs7GJzXoWUAxBiJRnHMqkzkedYWJSa6iAvLedl093ENZx00knrKeZp0JzHKhwjd6xaB8GBsGGDQvvnHmGgSEnAbwAQB58B4HiGPCsrffINwDH4qgM1z5P7mX2LpOPmOejsgBi78fbdd9/1GKiUmfYgvYG3rWBT5VgZibHKZBNLAlYp14YBhNVK3diriA2PJ1mtLAqI+kDUMkHWWBmj6Cso429n5s+YS/9kWyDSnUScnoSg1TCvOZYtIYgVRC9hNNlocRB8re+iyrT1bK1jddKt0ppYJlmNMHnaKKw5/gw8vBinLhBAWkwIMoal8rnMWYuApzqe6m8GJMxD7Gfpzb+9sTzpQfBufPe73+1idvN/GCe2LKP95sU4jWFzvcCrjwE3SdGKFXTYkBeD5bnYDg1iYWUB42Yy3Ch12R8NQxwOoMrLG4mpIXgbZWj2xgqudmI3sBkYK15eOg1WA8u8PJk6mcmpcRV2QfJCvQTZL5P74mYM2ACVm62r1xqM8cx+3vo+eBe0oRlAr4yo5XC+g+UcfMuA9apJ2DUH2k2yGtkMwGkBo2oRV+uzpay3es++81r36Jt46GNmnMw2R9AHxEay7QpWsRPyVSXeslD72mnsc42VVtvPA7YTgFqdGJRUxqnF2rS+kQqYWuNrzJhpgZ9FWKcxfYn6mWEy4+Rx5lXybEv2vd3pdszuOo/TmNWArfbqa9vWsdpOsEcGiAa6XjyzKCDdEniCjSB2h5sT98T2LEGvrBjLBwYD5QcDE6XIfnmgQ8CUHwpKHncVjBYvOGWyVUr+Z3l9PrkuyjTXJJ7HL8jL9VNvYoV4QeRAYmPjxFzA1pAgkrxUgBZYMjZmDBOWc1I2rB3X5TzikQCYaY9Y1mG78rGVbAROXBUALeUm9inPkhgm53miUzmQPf/zPFCxbPKIe9HWfRjB/JZ7hOHLd66fZDUyT3HMU8BjFPSqWSiXb6NrSIHS39mrEh2S8ce+kfRp4hyJZ8pYiyIPe4oVPJTssrJArtPY5/P3mHNbbVPvW3+bgNNqpZIA6MMW6zTEmNSJ32yJJ/BFJuuxwKkF1Fpss+c/5hRWskb/wzx5j1PHOJGK4LjjjuvGlxmnuuPAIrqlxRbVZ3JbtgwhP6v1Du+2vgPHTXL9ypgnszQgOLM3ftj6sipjZUBgGtQUoRu/JgerbBKMESsETOd5p2o3spdc4qojgNuNCOioLE1dMpnrCQJHsVffr9G8s5saFVe2yJ3dyfv8TDyXXRC48yq7RZmcj1XR6pS4If1+huJFJlmObMXKbCnNvvO3Y6KeBxxqf0OhwzpZmdtqxD0QxY0VzG7ttoD7nqlvIpw3SW7luW0Nj2ElFgFok2xeWgzEWGOlTvIVQPke9Z6t8quuHmME1fr2nRNBf3u5PvObc6lFvNiJFatOlP0jrajri3FqtWWr/SqGmAck+9rTDFQd/5TveZLjDlAfKwtt1w1Nng/5nZz7AUYK5iUKLf+z31oaPeeGHSK/E6vtcpxcRfU6lCK/k8KAAFIAAAqX2Jycf9BBB63HCtHoTkRJ3iKyaCfGgpxUqQNsE9mM8QezLYRXExLTxLXENhF4zYo5J7nk3Ai5avJ/7gHIIldW2pisyM62nvOSvyYCsAwDFQEQAuboLLg3vBkxbYoFkrYg+WDdNHna2+7sI0OAapUMVFWIffdCoTPGyHMW/ZAPACp9lGzFrEwNQ5vvWMEkjbUr2wYL47/GOLUmvFY7LbNdFmUxJtkeqcHTLHRy36mTdw1m9v+1v7Um/9oXKnCaB9zqPf1dz4cAyHwSXR+PDB927CBtDl4IEsuymi5j7kc/+lH3t/fZq6E1tR61bvPYJrddi7V2WQ6HYQ51GiAAo8uj3R0ovxLwZHrTLAkPjEvKm+3RuKYAAS7E95hSo7N5g9E+hVsVoYPCzOZQLkv/vaLPLBSMVTqUV/OAyOvHAafU2RsW13u4Y9S8S2bgHDfmMkxFmv3hOMCIc1kN5/fktuN82sv3qRMObcRnUVp2kuVJVUBD78HnDFm3LRZk0fpsRTBAMEyGVteR2R+mqeaVoS8751yL7RpieOYBys08cx/zNI8xmMDT6qVO4q1l8i1dXEFPy1hoSav/1THax7D4mnqPIdDNszDvehUrpIBjXiEBGGOwTq34ptmCKRtqW7WYpz4A2dJVtd0q0EL6Yp42O85GgyduyOo5Olf+znEsRCu1IFWAEkotf8eqxFUGEwTiB+A4JwsvGiUK2wVAy9+wJGFcaMDUIRZqfjvkkEPWs3ynTALMeSGJ4zFyJv4qCJ0YIxioHMu5BKbmPqkvvuEwaSjwnOdd4QFyqTNxGbl3mC8SkNpFaaYt15Il3GCr5fLk/bCakOdypwfYco5dI+wHBmIntxQrICfZfumb3FfJHg3VZew9hyYAGCcy9Kd/xwpmv7pYw4wF2N1Ywqymy/h2DrKqfGsqkD5lPBZADVnSQ23VaruxwGkCT6sTg6a6IAYj2elavJCmjkGnseH8Kn3H0LubBVA1fMZzKuQGjBMxwPk7Y46YQuY1VtVlHmOPU+Y1ANVPFXbSV8cx46K2mdu5b7FTxKEjvrfb0OyT30l+r56fShws3W1nqZYckyxWJIFmOU5+Jn6rrInzGNE5vUKv5Y/0udwXxoV7QT1yjs/zfQA0NYgMpO6Mq3yIayJo1YkwySwOm9VyEzgAjrarrBjnRnD7YTkgbrfKxNEpHbvkDki8V41jwvJgKacD4lv06iR7TupE3AIQrfPnlTnv+FhF0wIsCP3JK+uwgh1n6B3lWfHDAhW2YXL5rXrNa5NFpQ90zSt7HvPU+n8aa6uTClIrs1/7fP24HJfH+S0ZGn8VOA3Vu97P/1v/41khhQ2pfABMACrmbYgAxznVPVh/1ogbGju2WgxZbefaBi2jZd69a7t6NZ5XVm525d1o8MTEHZQacIDlF+uQzXHJ3g2bRFxUXgabCuflRPF59VfKxLIkNwsrwnIOcT1YBeR0QcE6MIzVOkHWMFP5LTkpcs9kMU/9nO07kvNhmIglyvWs+HEKe8dZpa7xAfM/nc9LQNl2hjqCdgFysHd0agLwnE6ACYZVdpk4cjyWQ54Fxg2GLm0KaMLdQcB52shMYK5JHTJYuE9ls3KPtFXeYbUUJjn3yZDCGkO9wyinr2bskW8s+oR97HAjZIylf4d1ymq69NPoABhUl8k9zKJabCQMAZNa3qJt4+/W8T4ANTFO2ytmZuwFidRJti7Dd9/qm3zr/+jfFvBqnd+SIeBRQSDzAfN0xlrGV8Za5hLGHnU3u0uW/vzvVfawvLPGDgGtevbVu5Ijfn4zT/6tzjuVUKn36wPAXiyV54IoWQl44iEBDzwYEzsByM5u7SBjJlwHVGN1Akbqcse6Io8OYfDgBqGOgBxirVJmOgEBcoAnQAXPYhbIVjEgEEbLLjMa36vWaqAamdJ5abxMwBNtUlf6eVWEPy7HGyMTaA6Tlt8cf8X7MvPEuRFAnzsewkIAB51PshpZRIG2FMZYBTDPQq7n1ToOAY8xk4gT9PHx/nWAH9hd9s9iX82h+rXATx9bNNSXFwVQrbJbk8tQXVqT4SSrkT6w2mKZhpines2Y+9a/GVN9TPIiz8Q3cxbzrNMSwEKRzJk5DEPaq+qcx7HFus1GZuaf9yzVo+XvvnHRun99r306rALkRWThgHEqgk+YADKWMAbFAgJMfUbxZUWYy8lLzQsE9QOYkkuIBsgLAxDYUjWbA5AB6ARIhA2i09CJ0jhB1MQheSsZ3AVRzjlOvEU6U+oNA4SCj/83+ZvSsRwsH+YoqwlzD/by4/mwlgFgeU7ixmDB8sFSqEHauCt40WR9hcXyJo50etqR1Xp0IuK0IgA8VmCkLaBpiVGjzNQBX/Ekq5MhVqcFCjbDkKxCWgqt1g2jiDjC9C/rDYA6q1TDNp1wwgnrjBMGCjqkTmgcR39wfq3fkGxm0tqstIDWBJi2R+gn9Cfcw+i/mm28j3mKcMzzZIuh6euDFZi0+vUQOPDvNvadz4n5i/GAh4X5OyxTWN7832KcXK8hnTRGDF74v7atyYZ6vxrnZXE4ihe2eSUlRI+B6kqYp1bl6WwRr3RpvdSclwnbio0GAMRQdl6yHwZA4FU5KFleKivjcPPZreeXy7J8rqEOXpqaT9xepDEAoPglkw7BQWldg+7eVoJNiHkmAB6xXBFWOHiAeiNgC9enLpSJ25A2M2Al9gumiYnJ7WxEXzuVgRVuPNfR72ySPSctS3URqZZeVdBDIG5s3arUWCcnvqUe+bAAI0ZIPkxmVpyOYaj3Hmv1tizb7ZYxVvsky5faT3DPedV2a3Pb+n/KYC5gXunrfy3WiXtTzlB963VD5xpA1CDy1B2dTnb+fMgcPm+fOkvreYd0UTWsWuX7uw9A9YEnP7t1RW2HGu+7iIwGT2Ej2IQ3ElQa9iXWIywUEzVbnfAQjvLnGN9mncyK5O/EJ+V3dmnGZQXYwDVFYDgKmcBS7ktgacrMc2CJ0in4mxinXJfvnAvT4s1Hcz86mGm/lB9QlZ3c6Zj5TjtF6jYoeS4Gil2NBGszgGkXv3xivcgH5c2QsdxzPtRs3eHa/nu7ACNMUGEEeN+AwnxYCDDJ2V8qiG79vpWyIwY4Buq4EABPjJlI/g57HCuYTX5xO7ts8vDY3RxxIl0fb016Q8+4nYzexDxtv6AHYZswvGGevDp5jAyxF33MEcI4qYxVq0yDA5dVw0ucv8hGPNuqYJAYOGW8MWfWGKd5z1Xn95Ybrv5fjb/Ws7au47cWm1cBkkOAHLvMQpW6/dPSA8YdwwRShTZ3tL73ZePBHIhc4368wi3feaEwHlGuuQ8WQK4DVNharWCAF84KOjNMnJ9rWW3HdbjvWD6N64CXStwFdKZfKIwP4A+Ak7bK/wRxg/wBYwF4sGZsYWM/s98BaQUIbiPmCSBHXWC46DQ1L0elSpmAuNYMH+8Jtx7U9iR7TrZjcq1Kyn9X63ARi9jME33e8X/0SVz9bAFlxili4O/9MSmH/x0APO/Z+p5/q7IZN+AEpFYvDgYn5qdu0WJWpE+GQEJrfNS+XMdRCzz1gYYWeKrMSw2CR3+TWiiGPHHLpNCpz9+SXSNi+frapuWOnFd+63cbSK12YM41eHKG9ZYLb6ngiY4FQs1NAzBA6IkPYpUMrAo5mMyY+MEANnlZTNqAopyHxQlKNGBxUDfgg//DjsAwZT8e4qRgrSLO9u2XhKImzorOxIvgfywVso3T2VgOCgjMNWkbFDygKb87GSDAk02TUybngZAZ5FhITECAJ9iiCEH5GRzELuVeDox35mbAHsHrtEuuI5M6TBp5QSZZjdRJ0+wm/9fz+xS2LdmWYhg63nde617+vSrO6uJ1AKvddhgN0R3kGSMGcYiax/jx75WJqte1/l6W+PlbdW61o5W+mYcJPK1WPLb6lq7PY11aY6gea42PVllmoHxfj/0KEgAI/oZYMPOUD4AIHZ/xRbwT8xpzR9/ekK1xvmtkctAhaY2VPr1SxYCxMnBuh5rLq26GvBLwBDggMSS0exQdgdJ5UFiRiK1FKk1FaYS8JALSvMoukpeZa+JCwz1nRoUGAlzxwgEl6RhZbpm6JRFlfotCjuQcQIRfEICH9AqAJO7nYEKOU19WqxHzhAuC4PYIoCrfpGKgc6cD5zomE4AMKRQIzCf2CWubVAI1+DHtwV5fxFcZPFlJAGZbyoLknkyCJDCcZDViayoyRonX67muAqi+3xet39A1Q0rI+sAKjB0A0o8zRtl2hRi/lpt4HhAxCKl1H6PstyJDwKlOqvPKmVzkq5M6tsYAp9q/+oDTEKsyZIi47Fqex/AQ21TnW47jtcHrwSpW3JV1xXutb/1/15zYoz4dNCR9bTtvTFWmrQKoFpBy2yw6zkaDp8TtmHHKSrE0eCZl4pEcqxPAsM8++6w3IHFJdAAHT+OKwiUUtsiJLbFIQYz4a2kAfLdYszBkuOEMrHghNFZAQP6HXXFGbsAM9efF49rDbQZTBvggiDsgyq5Cnt35JED6OR8XnTdkBFzSUXB/BnjR3rlHAKbvAbhhQJDoDPcq/nz2sQOAweQZhIUBpG26TrP7vUyyOrGirLFyNQbDE6wngHnl+3tIxlh+LQXaZ7l6BRC7D7DSh+Bw+u085TxUj6HnHvO8Q8dbbdG6t3UN74Z6DE1ANZ5lktUK7dyaWJ0vr76zWoZ/a/WFFmiqRk291v2mluU+UuOdXI4XSRFKwlZHxD3Vbc1az1Xvv6uxrx5/u6/3GX6t57BUQ6cyTC6f9+P7VBDlcQUmgORYmdsuCo0kiplcI7jLvK0I7FAAFskvcR9RSY45eSaAIC8x4Inl9+nIMDVsAQMQIKElbisypubvxEqwzB4XnZeROoElACf/pw45H1+wwRPghmtqwi4AJK7GuAp9juMwUiZtQifjpdLJmXygWHGh0WaAxlyXZwfw5do8R44DktiUme1dYNBwtdKJYO14vpyXdw8whRmsqwEnWZ5Uq7cGPFZl2lI6Q6shxwCnMUChnl8t8lYdGHs14SwuhIxbXM2tcn3vlmXfBzbGsmtDz9hqi77J0XVG1/Ccfq9DjNpYwDjJ5qVOtGYoWgHZfr92r817d6132Ep10AfOqiuvdR/6WgtgAJ7og6xkrftCVr1S/67Pv6vcp9Wu/D/k+qwgauic1nktndY6v7aJdzMZYgpbsjB9wMthtZndQCiIfDLJR0FCCxKgjbBXGhM+LzGVj4uNMhGjZSxSwE0UcHIrATTym/dgy73JNE42Vf5nQnLwuYNPYWQAT7gZvAEw1+R5YKhSNr9T39SJuCfnsqEOADWEoHk6BW1gwMXz2KqwHzz3hI1jtZJXNjGYuBf18HY1pHcgHqwFHCdZnlR6fui4j1WrERAzViH0Kbc+N0RLQbpuFRh4sYK3/8G1TPwF/W1Imda2adW3nruIe3IIOA3dr/7Nc/s3fnesRa3jxDrtWUPFnwpynJKAMvpAxbx78j9iUMb/9Vrf0//bqDKr4mcDJKHLmU/7AsNbALBlIMyTOiY4VgGOY49a92mBy8ri8X6G9NkQG7ayJJmAJ+h1QBIPDQXIufk7dDwrxSgnE3VAUhTnySefvGECP/jgg9e3YaEsAssjKFbyLB1wwAFr++67b3d+7gVQsaIGZBH7lCXQ3hePQHdckKSzJ87LIMNB2kjOD9MEC5d7s9STtAle+k9bkVjUKxX7YrkImKdd0555nlyT58ZycEdM2TnGpo5Y/BGDp1zjtAdG56z8Iw3EBJ5WKy3qPNIa7ChQ3ht91HGFm1UQVSkZQPUBJ/9d47b8fMTt5RyyhhMozrNvpo/11W+rMjRBtICTpU5KNS6lNZnOA46TLEfskRgLnty/maiRCgbqda2J3jLEVLXqXsGT57wI7jh0ek27A3iqLvY+gDQEaJDNjL0KnloB4ENjq9UOrbpU4LQVADUaPPFQLNUnQ3DcZPmb5fuZ0DmGK4/GoRwAGKAE9gRXnWlEjvNbyqEzsFosEsULWHFDOW4CIJPjdoFQHkwNmdPJ/G06NOfT4boG3M3kAEj8rNwXtony/NIBOGmzuCvZRsYpGFrujlyDmxAwyqTk+BfnsvKKuXxgoGD8mHTMnOVv7hXwF7DMfSZZjTCYKzNh5qYqLfpSHzPUp0wsLbaGa/xb3z1qnaplyP+MAfaodKAq/byyNGMmlb461mfoAzmLWNCL/Obnr6t6auoQn++JfZLVCZNzDTD2dlgWvxcbFAZNdslar6KT++rh8+s9+/pBZWH8t+fQHHeS43lsUwWBQwxUFc8niO/VajO3XXWb9jGx9Tn6mLBW21G+82CtBDxxgzAYbFdCTBHuuQCObFSbeBsvfXSlci6b37JBcIKdmcTzbUbHvlo6MzR/rkscVP4P8HAHAywBJli9FpAHqxMBcOHWIq6IFPWwMt6CBTaM47BUrc7EvXN+nte/48oMY5VngWljM0fAnxF5xKsHYblIj2CwZTbCzKBTILAizx0ZZgtAmTbOM+S95lmnPE/bIwZP9d1Wqw+rOVLB7RjgVKWPNaoKvo/lcd1qOhD6Vsas3dUYKtViHwug5inzvnoOlbmoDAEor8z1RFonMMDjVi3jSeZLBTy8IxYC1VCK1ngyuGixJ4iBct87bbn6Fu0HZqBaxjReDK+qq2O8gpl5Yw5pgRfrqNb9KmDCE2RjAwKilg3J0hevVRk56y2AE5+VgSdcSKzOYm844hNQ3rwwIvmJs0Fp4O7iWkCJHxZwwv88JPE3KSv1yDU1mVlNpU85BiM8T8R5n2BmOO6yHYhnBQioBJjhCuSenJ8y+J3Vea5DfgtoCvgMOGJ/OW8nY4UL0OTj3wFOBkPUyawZblLck7QFwenkunKMCrTvtD3LaqUCcIPnyij1gZtWmfXcIWt2qG4VOPm+fcxUtWABS+63Lfas9UyLACjXscU6zWuzvnsOWeJ9LIKfl//rMzsvz+S6W63Ud1UnccIp+N/xNLVvVLDRcp07rMIGT6QvOH2o3n3urRoYjRi4+T4em7VsP8cY2avxHMwjBjJDAKq2Za1TNRopn2OtgP96bautFxlrC2/PEpYkjAyr77zyijxCYTJyDqkNWOJuoEAj1hxIsClOKwATA70f9oNUAQAx2CMADzmXCPBmRRngiySPpFbAVYa7rgbUef8t75fH8vGUE+YIJsr3ZoPhME/EDhld4woN+5T0DlyXNk6Z1IkOQHAt90g7kA+nWj38TwoG4ktobzZlzX2c1Rymif3zeB/TxsCrl6o4MR54lzXA05Q151d6HNkKi1GBTAvYDIGaGsOEkeS+ii6p1uK8sod+r+cOgc0+gDTv/D7g1GornstuA547x2vW4ym+cPWCzqyZp2l/gx8HjDNpV7dfy+DBLV0ZGICLv6tRUVkTzvM9c9wGO/VFPKb8zHU8VBC2SP/bVZJgG8BwH8JkXJeIVxTzPK35rAJU5v66kpX2aK2edNtVN+vSwRNJIa24YSRSGZa+e6sFGsovB4YD8EDeoQiNxoa8Tp7pl0HHNotCQxmF8jL8IgA7gA2udeB0tYRzPpnAXR8GUMBPzqdsgqpxl3ENChLmpm5w7P2EnOkbAEldeR+tlTowQlxH+1ZK06sHqYPZOdwoBrHVuppkNcI7RcnQX6zs+j5DNH8LOA0xT1Z4FYy1yq7Kfd7ztSz4Wu4iluDQvV1nn9MCTVsFUPVYHT8+xy4VJhNPAou2wSSLCR4NDFl0fL6dngZ9jgzNFd4GBDEI4n+zTxWwoJMr4KnGRAVNfFeWtwWQuLc9KVXP+9vP0jcuhsCTWSHPi0gLeNY61N9p0xYTzvl2zVWAS52oyyJjbaEkmeQ+MojCjZPf2MaEFw9L4gSToMQwWWE82By0uuRS5hlnnLEhmBsGKr8T1J17krSSlwIwgnEyoKPsxG1FYGRgsBxInu+cn++wMGGrWBGUYyk7TE6yIee3i170ot2z5RwPDlbwZaPjHDvllFPW2R9cZrj1CBjPcdxkeVZimmD28j5gwEwp5/3AsOW3MIX2H9NBch92zk4bss0MQe3eL6+u4JuSZK5WUBTOZu/YwZZ7OtLnTq1uvr7fah0qg4X0KZi+czzJ+Df6UA2arsBtERlyy7Wkj3Hy7/PAVj0+D1x5kjFD4KXlNYZjktUIK8DzHjDsScTM+/ECJu904WBsT8is3DaLyvzG/Gf2qYINxzmaqKgB3gZPLbaLe0e4DgO5stZ1nJu9qoYA/XKvAtDMelWWyMZ2fa7qvqPMFvPEXMa9eAe4V6sOMnCCKIC4oX4GyCsBTwCRTMbkJ8pEy8Ox3B4Qk4mY2Ch3ROJ3vKcVD4zbj5djZgYA5UYl27Zp7kr703Gck4n64u6i0f2CAQm42Ihpgg3zy2HVH4rbLsK6woDnzN9ORWClD+vGgHWwHM9ekTMDskVr2hqgXmbanHuK+gPMcKMC4FDy02q71QsbYweYmyWsiqKCpyGGqe+7SnUdcO4Y5VKVd71XVZC+zxBLM0bGAKXWsXnlz/u9Zfm6vYYAnScTfmMctxjESZYnMPosKGJuwsDPhzAFdKeX/5uxcLC5wRNAmLmDeQG9z7tmruF/fuf61sqylqvQUucfM1l9ACrS8i54Pm0BnMo0eb5u6YQWGKzfdf6yDoxU8IRwT8/hBnfs9QqIcqzV0sETcUaHHXZYx6AksDmgKIAinSGgypM+sTRZUZOVa6moUxK4Ufk/k0TKIGcRW46EqSHeiSXzxFEROJ5P6ucNdMOohGGiw9OYqcelLnWprrxPfOITXdnZbgYg4+zpsFwnnHDC2mmnnbY+oLCac14+BnhZCZcyU+88L2XxcsNiOQUAcU0wZLQhbQVrhnXCtfwPsMt57AMI+AHkAETTHqR1IMN7VtOxCi/X5V3SQXMszBopKMhWPsVhrE4YD+mT6cNhOtNnUDQocrO8dcFEZS3sLuB7CEC1FG6f9P1WFXdlxVCMniTsxqhKd979WufYXdC6dhFlOXQf/m6BpiEmzcaI2SiMS/TKJKsR5hiATnR3xldiT8nD5xVdXkjEJ/9XAMNE7/HKdl8spGJMovfxrFTgzL0dyuGVqdyL/xGHYHiudZkVyLi/emzQDyvztNdu74xBI9dVl3TVI9VgsJidHXpOAKxDXNymZpzcNqT7ISbb4GolzFMenGBo2KcAHtOYsBo5ng9KIH9nAiAzN0CmNhhMSxoEYASgoNEC3FgyTycg7xNAJsdwufF//sY9FRdbrtl///27zpxBY/CEuw9WKedEeB6QK/W2ssalSEAsZWQy5NkibIPCFjcgYA9Wr3yjI+a6PD/X5nw6SJ7DuUlsHUTyDkDpqUcys6c9M0nnQ2cCmDkGIPUP0KINJlmN0O55Nyg7EsKixHAVMGZaihCpiqulzOrEPgSexvwdASxV10FloOrv89igvrqOOWdRFmcM2OqznPm7uumquwblzzglgXAmdmItJ1mN1P7GnMSEmmOkseE9GTgZ+FaWBKMXfY7exTNBv3GiZrM3Hs8GCXxHKqioDE8LPEVai04cnkHZtQ4mP/bqAU9IBWwtA24seOJve2FyPXMd82ofeKptA8GA16oaWUsFT7jHDjzwwK4Rk9Xb+YOYjCv9xfYsmeyjEMKynHrqqesKwsqfpfxOH1DLIn4o9wGUhE0JWxXGJJM7AC3nZtIhjoq8VJ50Ln/5y6/7sv3isTjozFe+8pXX441IE0BjA2hg37jWq9RSfjKnO8s6HRhWzT5z/O6URTB52iD3OfTQQ9fbPr8Rw0Vm9dNPP70rMxNwygvblPMOOeSQ7jwoy5QVBJ7rwxDiKqorFEmKGvB10EEHTQp9hZI2DsC/0Y1utM4Q9rFKvH9nfrdbtVLtVmB9AMrHWufX/6tS5O+aIJfj9TlaVq4VewugjQVHLcU9r8z6WwVH8+7Z5x5kAqBM/ifWxm6JfIf9yFjL+JxkNcIqZoxrQC1GODGytd8z3/F3ZRf9XYEP/yOVsarjgfmx6gCfZ+AW6QMsLrPFQFXmaYjVPu/uvkqoTmVurB+qvnF9WsxsdRlynmMEq56yQek29QI2j0Pceazc97y+VPDEwxhkAAqIpQEBUlkrCLYvybEAqEzemSTouJ4gYDWsSFoMFICIDQ7zPwk4eZndQ+6e+AELEVvvgD53Rial2qFBqtVfTAA86NzBsKQ6IECetrH7xeAJZof/2fw3ZcFKwABGCCyO5PkBg6kvliuJMelMOS/HU6e0TZQI7QkoZSNgBoddllPA+OqE8UO2+4itwzrAK3iylci18z6cN+/8IcVosbupgglbvZEaa+D4jr768d03YXG8BtYPlVef3ceQeW7Ael495uv5HwPFQcPoN6zjSVYjzAGtCb3GEPl3rxarurDV12y8oMtdlgOrK3gyQ+m5tda1BZ5qf2dcUH+zXC7PgMbEiMHieXfPzwTIVwbHn76x7HvW/1tjqMY6URbPUJk/u+s85tze9X2MlV2zRaDWJJNMMskkk0wyyblcpmQ9k0wyySSTTDLJJAvIBJ4mmWSSSSaZZJJJFpAJPE0yySSTTDLJJJMsIBN4mmSSSSaZZJJJJllAzrHg6bjjjuui6v/2b/922+/9wQ9+sLt3vieZZE9KksBe61rX6lbupU9+9rOfXXvKU56yUDK4ZUnGYu6bsTkke6p+k0yyE+aKe9/73l0qmp0iY+ezvx05vs8pMq03n2SSc6gkFcad7nSnLvXE8573vC49BXm+JplkknOWPOMZz+jyFt7udrfb01U5V8g5NlUBSa9IhLWdkpwRydtC/otJJtkTcuSRR65d7nKXW/vrv/7rtfvf//7rx8mOTIb87ZJYpve5z33Wjj322EHLek/Vb5JJtlvC5tzgBjdY+8AHPrD2G7/xG90xch4umog4OfvueMc7Lt3b0qpjS8jXmHqfG5jjcyzzRILIPSEBTJPin2RPyxlnnNF9J+u+ZacnOd3p9ZtkEgzkVej5s2tS1L13J2A+t8jSaBHiFL761a+u3f3ud+8yeWf/uCc+8YkdC3TiiSeu3fa2t+2yiu+7775rz3nOc5rK/n73u1+3LUE6ZbZEefWrX73+e1BttnSJ9Vol24/kmj/4gz/ojXmKLzno/OSTT+6ozfydOuaaumlpNsO9xz3u0dU3k8+97nWvtc997nOj4qhaPuIg9sMPP3zt85///Nr1r3/9zoWSzYnf+ta3dr9/6EMfWvv1X//1LqvwZS5zmbV/+7d/21Dm8ccfv/bgBz+4+y3nZJ+5uGRa/mXukfOync7Tn/70tVe96lVNf/S//Mu/rF33utftYmKStfyWt7zl2pe+9KXB55tk50v6evpAJP0k7x6rscYU0Tf+5m/+5ixugBz/53/+5w1sVqzbjMOMt1/7tV9be8c73nGW+6cP3fCGN9zQB8dm8W3FPOX/hz70oWtvectbOtdEyr3mNa+59oUvfKH7/WUve1k3nlKnPGft5x/+8Ie7dsgWSbGMs+3Jox71qPU9Ky3cI2VlzP793/99Mw4lz/P85z9/7QpXuEJ3bvTW7/7u73ZbRU2y84V+lj7927/9252uj159xCMe0e3I0Op/r3/967v3nT707ne/u/st88l973vf7v3neH6vYyly0kkndfNOdG22zUr/Y2cIS19f+8u//Mu1K17xil1fy7x1s5vdbO2Tn/zkev2yHVjmS7Jopxxk2XUcG/OU57jVrW7VzYXRFRm3eQbmxre//e3rz3TVq1517TOf+cxZ5rI8xyUucYnunGCHPEfm5yrcI+dd8pKX7HRCX/zk6173uu5+qU902V3ucpcOoywksyXJk5/85Lj/ZkccccTsrne96+yv/uqvZre85S27Y8997nNnl7nMZWYPetCDuuPXvva1u+Mf+tCH1q///ve/P7vc5S43O+95zzt71KMeNXvBC14wu+51r9ud9/znP3/9vPve976zC1zgArMf/ehHG+7/6le/ujv3E5/4RPf/scce2/3/qle9av2ce93rXrOf//mfn13hClfoynnJS14yu8Md7tCdl3ohP/3pT2fXvOY1Z3vvvffsoQ996OxFL3rR7CY3ucnsyle+8lnKbMkHPvCB7rx8I9e//vVn+++//+yggw6aPeYxj5m98IUvnF3+8pfv7vGmN71ptu+++86e8pSndM96wAEHzM5//vPP/ud//mf9+re85S3d/Z/0pCfNXv7yl8/+6I/+aHbBC15wdsghh8y+973vrZ930kknzS50oQvNLnzhC8+e+tSnzp797GfPLnvZy67XPe2CvOY1r5nt2rVrdrOb3ayrz5/92Z/NDj300K59fd4kZz/56Ec/2vWRvPOHP/zhs9e+9rWz9773vRvGquVWt7pV1+dOOOGE7v/Pf/7zs/Od73yz+93vfuvnfPGLX+zOSb9NX8m4uN71rtf1obe//e3r55166qmzi170ol3/TJ/+i7/4i9mlL33p2ZWudKWz9MGWtOqX/3N9xs+znvWs7pO6HHzwwV09UqfnPOc5syc84QldvW9wgxtsuP5hD3vY7Ba3uMXsGc94xuxlL3tZ91wZe3e84x03nPeud72re57cK3rriU98Yvcchx9+eDfWLPe///1n5znPeWYPeMADZi996Utnj3vc42a/9Eu/NLva1a42+/GPfzzyTU2yp4R+dsUrXnF261vfuutHd7/73btj97jHPTacm2OZn9Kvo1df/OIXzz7zmc/MTjvttNmBBx7Y9cs/+ZM/6eaU29zmNt35z3ve8zbMb4cddlg3/zz2sY/t9PxVr3rV9THhuSLzVO1r9773vbvzbn7zm3fXRq/f9ra37fR2JOP7537u57o5M3/nEx0QWUUdW5J5sY7vPEfm/v3226/TBblf5rdf/uVfnr3uda/rxq/H86Uudalu/kXynHmm1Dvz3iMe8YjZL/zCL8yufvWrz372s5+tn/fpT3+6e/7MXynrT//0T7v5lnnP8vSnP70b43e+8527eT/v8yIXuUh37Te/+c3ZWFk6eHrgAx+4fuwnP/lJ99JS0TwQkgqmAdJJkLyoXJ8GRaKAAmLS0ACJ97znPd1573znOzfcP4rxEpe4xPr/feApx/IiLFe5ylW6ToK87W1vOwtoywu94Q1vuCXwlGNveMMb1o8deeSR3bG99tpr9vGPf3z9OM/o+6RjV/nYxz7WnRcQ5Eki7Z2BjXzjG9/oAJU79ne+850OJEXxWzLQ0onr8UnOfkI/DPCeB04CeNJHYiTEMMmYiGL79re/vX7OjW50o26i+eEPf7h+LArsWte6VgeOkEc+8pFd+f/5n/+5fuyMM87o+tVWwFOUo68NCMrxGB42NB7/+Mef5T6t8fPMZz6zGyvHH3/8+rE8X3RWxgfywQ9+sCvPE9qHP/zh7tjrX//6DWW++93vbh6fZOcJ/SxAwvLgBz+4O/65z31u/Rh6+ktf+tKGcwPCAwzOPPPMDcfvcpe7dP2dfsf89uY3v3n9nBi9AQvzwNP73//+dSOoigFEgLvn1FXWcRHwlGMAOc9vwQAee4xn36c1bt/4xjd25/37v//7+rGA31/8xV+cnXzyyevHjjrqqM64sS457rjjOqMp4MryhS98oTu3Hh+SpUczOzA1/s/QaOl7ccchcYPF/fS1r31t/VhcA6Hk7nrXu27w/T784Q9f++53v9u5tSJxBVzkIhdZ+7u/+7v180KT/+u//uvane9851F1/L3f+70N/8dt5bqEjs29H/CAB2yIY3rIQx6ythWJmzD0IJI2SFskqDcuO4S/XafQi3ZfhraMmyLXf/rTn95Q97gzjjjiiPVjoSV/53d+Z0Nd0l7f+ta3uvY+88wz1z95Z7l/ggMnOfdIxt6LX/zirl9kPCSlQWj9uDIi//3f/732/ve/v3NvfOc731nvL+mHN73pTdeOOuqozjXAWL7GNa6xdvWrX329/LgZah9cVG50oxttcGcwTu5whzt0Luex4yfujdQ9KRyim3AVnHLKKZ0b8J73vGc3VpG4P+NaqK69hCbc5CY32TB+4grItdP4OftI1esPe9jDum+7q+kHceci6Ttve9vb1m5961t3f7sfZEx8+9vfXtfNKWu//fbrXN5IQjce+MAHzq1f7hHX05Of/OSz/DYvMHu76jgkabPMSXV8Zi6PG33suI0rNfWObolQ74TcJMwl7sb9999//fzMjze/+c031CVuwrhAo8fcFtF/l770pRcat0uPynRjRKJg4oMM4KnH7bdMTE8qX1enBVjwe1fh85ynU5ZveMMbOl9s/LdpkACKMeAJf7Hlghe84IY4hdwrnSgdx5KXsRVJ7Eft7GmHxF/UYxHXKbEZz3zmM7v4lExSXiSZAeC6u6P21T2THR24JUyak5x7JMA+sQD/9E//1CnMgBXk6KOP7vpcYhjzaUliFg844ICuD9oYsLGwbN0SGTN+TjjhhLUnPelJXXxWjUli/KBjWuM8x2ykZPzkusSFDAXrT7LzJfOOJfEymYdq3NzFL37xDf9//etf7wzQl7/85d1nqB+kb6UPVf0/Zkwcc8wxHSiIEbyobFcdVzVuY7Q99alPXXvTm950ljHFuM3xzI9949aScRs9Vt/5ZoL1lw6eWtH2fRH4m82SECWfYLAEOwdtvvnNb1677GUv2wWYb6Z+2yV99x7TPrGGApwe+chHduAoHS2dPG0xNhDXwjWvfe1rO9RdZVrtdO6TGDMEoH75y1/u+gjGDP0liytisbZkq8bFqsZPLNMwRFHEj3vc4zpdkYDYGCEJRt3s+AlwSgBxS6qBNsnZR/rYHLMgEfpNFkhlQVFLrnSlK63tSdkJddx7C/NeGKKPfvSja495zGM6b0pY3TxTguU3O27zfoMdWvc34zxPdswMmeR9iay3wo5kJQS/I9e73vU6Ziiuu+tc5zqdO+GP//iPl1qX0Hff//73N7BPsb73lGRVXjq/VymGxoxVUeveqmc9Fusqkgngxje+8crqPcnZy30Rl1wYzsc//vHdSrLf//3f737Lahcss3n9JX0QZtPyla98ZW1PSFxxWQWclUhxySFxUVrQMWPHT1wF1772tc8yqU5y9pL0VbNKedeZh+Zl+Q5Ajrs44HzMmPjiF7/YAQODszFjIn3tPe95Twf+h9inFujbrjquQsJAve997+uYp7DGSNUtmcPiURo7bvN8ed+HHXbYluq3YzI43uIWt1g77bTTNsQyJVHeC1/4wg4Nsuw6EnAVv+w73/nOjjnJeWPjncZILOu4AZNcEMlgSkzInpKg5MrUpW1qioXU/WMf+1gXs4Jk0FULOefFNZfl6HnWFt07yblHAs4z9p71rGet/eEf/mHHaD7hCU/oQAcKKikAwvieeuqpg/0lY/njH//42n/9139t+L2PpVm1YGF6/OTvLP22xDWS1ASvec1rujhLJPGWpESwRZyx97SnPe0s94s+qkbNJDtXql6PXo3UeJlWv0oISWKKAjrmjYnE1JGaJhLjvM+VZsk90l8DIqq4T4dNrf1uu+q4XeM2EqOunhdg+A//8A9d/Q2cwjBZbn/723fnpy1rufm/lQJhxzNPibGIYg6N/qlPfapD/XmJH/nIR7rGckBoJGApnTxBdAnmJDZqGRJXYIJdH/3oR3cvIDR/YiUCQiJ7IntqcmUEKMZdlwC8AKRYvslLYnnsYx/bxa3ETRFXXwbUK17xis7vnPpT9wCnl7zkJV0uq1/91V/tJstYKYkNScxLLOoXvehF2/6ck2y/JGbgQQ96UJdFOLlsInn3YV8zHv/jP/6jM1gyyYTpzXjLYoqwUaeffnrXF5MfJnnQ6IPpq6HWkzMnfTAKGHZ5uyXjNxZnXI5x1aXvZzJp5WOKMZF8dOn/ySeXc9IWAVUGVDHmktMpLF0Mld/8zd/sWLlYxQkmDzBz4O0kO1eS8f42t7lN11/Tl6M/73a3u40KA4mxkXGSGL+Miejm6NnEx0U/M2fkt/SjMJ+Z3+I5yRipcbUtybiMnn7BC17Q9S9cVsld5jGbxQq553Of+9zOEAi7knptRx1XIRmn8TL9+Z//eWfgJ57yve99b/e+qiSfU37LuI0ui2HDuDWRED2QnHNh1hPTlrk+2CJlJp9bcAi5IufKbMnLPr/+9a9vOJ6lk1lCWSVL95NvyXL66afP7nOf+3Q5F5KrJcuG+9ICZIlm8lbknsnbUKUvVUGrLq2l0XmOu93tbrNf+ZVf6ZZzJs/GRz7yke685GXaTKqC+rws5Uw+rCq5/iEPeciG9A60TVI33PSmN+1SHeT6ujw1aQqSGyNLu7PsOkuykzcrZSYVQa1rysozJr/HJS95ye5ZP/nJTw4+4yTnnFQFt7/97bt+nmW8ln/8x3/szktOJ+SYY46Z3fOe9+zSAyQnW3K2JEfUW9/61g3XJk9U+nz6VM552tOeNnvlK1+5pVQFHg8e48kjNe+5v/zlL89ufOMbd2MnYyipOLIUvZV6JOM7udEyfpLf6R3veEeXDy7HqiT3TNKcZNl12jA6KzlyTjnllMFnnGTPC/0sfSP5vvL+ktMruf1+8IMfzO1/nrfyW+ajjImMjaT1SN+wZFl+0iJkSX36YHIWkdpiXp6npP1JP08fzNyYfFPJ+fSpT31q/ZzMB8m7lr6YMj0vLLuOi6QqGDO/9Y3n5C38rd/6rS6tTuaoO93pTt3Yynl5f5b3ve99XYqVtE/msVe84hWzRz/60Z0OqpJ0RNe5znU6PJBP2jX1+cpXvjIbK+fYve1WIaEFf+u3fquzxINwz06SQPMwe7Gez00p9CeZZBmSYNUwszVOapKzr4StiPsmrqu6GnySc4bc7na363Y7aMVgblV2TMzTTpO6bUNowLgJQyXGzXV2qnv8uKFf43KZgNMkk/RL3AOJWarbPsQlObQp6iSTTLKz5r0ApuSuWtW43TExTztNEi+Ul5G0AMknlVxSWTKZmIidvromdU6HSRxYYlJe+cpXdnv/9eXnmWSSSf6fJCYqwadZ2p24kaz2felLX9ql86jJdSeZZJKdI4nBZB+85KxKTO/5zne+LgZzFTKBpx5J8sikBXjXu97VpQRIDpswTwTn7WTJqokE2ydINwHiYcoCoBJ8N8kkk/RLEuYm8DaLLOLOSbB7NstO0G1dnDHJJJPsHEkg/Rvf+MZu1X6SZ4dECNnRlxBzqzLFPE0yySSTTDLJJJMsIFPM0ySTTDLJJJNMMskCMoGnSSaZZJJJJplkkgVkAk+TTDLJJJNMMskkqwgYT9BkspomT1CW82ZH4yzpvcAFLtDtK5PA5GQhTqBWMu3mvKR2T8BllvfnmnwIsUoUfH778Y9/3AVmsmFfNqRNPpWcl6yfKSPH88n5KTsZUXM8ZeT/rIrJapgsyc/qstQhWVFTds5LmWRJTZ2zXD9lRVLPpCFgm5M8T8rN8yVQPOXn/OQBSXbv3CNZh1N2VuHlXikr98h13/ve99ZOPPHEbkVespnmvP/7f/9v93zJ+Jrzs4ov/+eatFnunedN3fI3bdgKR6vHUk7ukTZJWdn7KNeysW/qkzLzG9nF853nTL1zPe81+5rlWfPJu0o9Uxf2RkpZuTbHUl62rZhk+VJ3b29tIzD0v4+NObclQ1n0x5bBeZTlOrkM72Xpa+mz6XuM2/Rrrs8n/RS9gZ5o1SFjgrK8oWjKZAzmQxm5Dp3AXl85z8epX8rId8r1c3m8tdp23nH/3sqqPMnWJRml0aH5Tj/LN/2E99l6t3n/fDjGcf5H6Dfo+ZSXvss3/S//0yfTZ5l/6Hv03Tq+6YutPjXUr2oduYe/qTefvnL2KnNMFdoqY5XxStv6nvV/P1/VFdSJNuLjNqt1Z8xmHuObeuW3Zz/72csFT5k48yABI2nMTKiuQF5yKpBJOBM5YCkdJSCEytFBcywfQFGO8z9AKqAs1+U715KjCGUX8JJ75H5pmNQhKdxzLL9Fck3ODeBJGdknL2XnedyRATQBQDmWewQA0anPPPPM9edCkQcURgA9+U77ZCDm/2xZkXtlBQ8vPb8BPFMX2i0f6p3vlJ/f80m7pL7uhLQl7RzJPQOAUmYAaM7Jc+VeKdcKIO8tv6fclJ9nzTU5L8/A87OnXsoMgHQnm2Q1UvcrHAOGWpP2mOv7rllkHcmiYKruhs54r+e5HQBN6csodCtsK34L4y56Kb8x3hAMOhRuVbauD8eYTFDE1KWCRb7rpMK19Z35uL8nWZ0wr6EnK4iqQKL1julP9buCKYMR7pG/AVEc57r0eforcx/9wiBqCLAD7FvSZ3TVfs44dN0iBiIei33GEIAG8OTfaltzb4Mnfxt4eZy4DpzrsUpbQqjkb+ZzSKCxMho88WJ5KNiNqrwAEYAOW4apYG0kHsLWqS1AI3B+tzKiE2bST1kBBTkngMCN7BeUYyhhP5/PoeF5DhLn8Zx+HitPl5MBmfMCQmw5uB3dgVqTievRElseTC62QmxJV+sH4BWFAQi2Uqezr3eW3e/b7T/J8mUMQBrz22bO24wsCp7q3xVItH5H+iYxrumriyfA1vGqx1rl1Hp6Mqnnt0DSZoDTKt7XJP+/mAUCPKHv+1gQpOroqnMreKo62MyTwRNlMfegh6su7+urBjct8NQyCurvdS7zfer8cp7dxrSBS8sYYpzVOvsedX40y1vbmjLrWGrVwXVj3gac2iBrAb8tgycKxZ0UhiY3D2jJzQMU0vHiNsKFFgBDw8JO4d7KdWFgMmk76WTKykalsFwgVmf9zfncOx0v5eWTh08yyJxLg4AoA9BSn+SASNmwWbjvYHJSTn7jpcQyybPhIjQw5GUz0LhvRbC4DGB/cs+0Z9yA+S2sGPdIPY2mYehybauDUq+0I4Atv2FB2XLJ/ykndcfS4jnyLlKPavUwyFNe2taDZZKdyTxZccxTlMhm3ufYib2vLkidlDinKkjGW7XmfZ/aN/k7THmuqcq2KtWMC5hXuwIp2xOqmQLfax6L52czQJqYp+0X3mEFT3xXANFiXgxoOI7UcyJ9bjHmkUoM0DdrOQZ0tY/Rr+t4qCCFa1t9tgUaXZfzaHzYVWaj2+VUl5qfszJpFURVUFQBacswqs/Edak3eCLzJ8cqK73UJJmutC01JuNMzAFPAQ9UxA/tB46kg7Y6AxO80acRa2WxzM7QAd2Rcy6gBFBRXzyKsfpK6cAAoNYL5iVTX3d0dzbOJaaJb5R6zsvLNENGmZWO9CDmORn0tAXHoUgd24XCoBxchnQiDxjeAQCuulkmWa4swjANndu6bplMxpiyKnsyth59limKlDFaz21Z2hgZxPK5/1arHt0CtY/YdVLZ4DFgZ4hp6js+MU+rF+tye1daRrL1cAVQLWYK8fkGWZxfAU1lbdzv628VPLnfEN7iazyn9gG+WrYZVrO0SAvYtGKTPK48tmj3OudU0Or78e328acK17hezOl51zzbIjIaPGGN4SeMeMJn0odRSsX22Wef9YcJoArjEhYlcTkwVSmzzyUGg+NgT7NeNEbKCdPFi8v5uZagZ15QjocVw2WFAs51qSvxUfl861vf6uoKcMMlyEsgvoiBxj3pXPnk/NQ1MU8GmgSY4wZL5uIEcBMvFWYtZaUtAaRJOU8nTb3Sxg5q5BsGiuDusFupQxXOT/m5Z+qU81J24kN4H7S/J5mcN4Gn1ckYgDT2eFXUfdZZnxLd7H2rlbzoc7QsaQAMsZacx7nE6RlYWWnm7/xuAwf2mnL222+/TkdEb7BoxIwr+sGu/KqY6wTXkhbYak2A0zhbrRCsTT/Ie8//6P66wKBlxLYAft8k3hK/9wquWiwX/9drKmHAt8VApY6RFmjzsVY4yK4G88R8XUFVsAOLuYhzhnjJXJp3wII0h/20jKNq9FQ91vcewBHM6/mGOCHGeungiSBmJn0sOBqVDx0xjZTKAFQMFkD1nvitaO0irGibBqS8/M3KtxYlaCuCF5j/CRjnnjnOKkFiqFiph8K28obm5QXjljQblv8DNFD0AD5ThCh0FDk+bmK3CM4HiKbsdLR8KtWJtREhYJ6O5tUIdCCzZoDbCCscud6D0WB2ktXIGDAxtowh1qeP+dhM/Rat5yLMU2WIMWQiHgMYLEMKsE5+do3keIyYQw89tHNhM45ZrGHmqTIErQlo3jP3tffEPG2fOHi79amu2RarUsGTGRt+a8kifYXzW/Mh92qBodqPKnhqAf5aj3kxXbtK21TvCHNo5th8Mp9lsZWJBwwR5p7KPFl32evV2uh+3rX8D+PE+F8Z8xR0mIrm4YiFIcYGgMTLAczAErE8H/YqDUdDeiIHZeJSg2kC0GTlGQyX/cMpH1aIiZ54n7A2KSPKkFV+AJYI8UQoZp6HdAYGTyjTAA2Ud56VlAaACsrmxeXeACEjccrlWSKAsDxnNvbNnnq4+I455pi1j3/84+vutpRJZ4MNSn1ynLrA8LGyLxMBnYb3lb/TxrG0Uw5txjvJ8dTZro8JPK1OljFhtsBT65xqbdb3umhdttIv6r2cuiNjDqPJyhxWtU4OBlyUBTMLW51j9PerXOUq3Z52GfNhaz/3uc+tfe1rX+vGdp+bmjGCQjaT7Qmrb8KrANHHJ+Zpe4TYJpgnDNga81QBQnVf2YCtDNQ8qYbqWGbXUmN+PAZcZt95tcwhRqmmBdirgKXKWkEWxAMTL0uIgHwgHhLjDBDCm2Mww9zp+YpzqgtxiPnzeIU0gMzB67SILMQ8MZm6MulkxNn44VjJlUk7CgtKFOTJBF8p0vqwOZYJH3cWCsqr1XArWQBPBIoTSE4Qe5Rk6hnwQQxUyiCoG3ckx+kU7iyAHwAf/wPwiK9y4LsVP+W4c3As5R144IFrV7/61dfBaTpZgFgE9xzuRzNVEYOpCJNPni9tUBm6nJd2juWdTo4C4b05BqRvMphkOVKDoOfJkNXo76FzKGcZrNdQWfPKroo9fZ+0GmZQGYv0yWr1ow9Q4ra2sTYzFqJTogsOO+ywbjNw2jILS2AfHFfZqmsFO0OTZqtd+hjACUCtXpxmxt4EL6aZF4eEtNx288ZgZW7GACdfW+/t86uebtW79usK5DzP1dXWew248SyM08zFMUyS8ia5GWnztPOpp566TmK0ymm159C5boN63ADKn7Fgd2HwZFQN2IiQQoCbV19kFVxm1XUGovU31iIuLmKIuBfItTau3VG5DoARAEFuJlguaEVYFQBP9bUG8EXRAha9Ko/6Aly4lrrl3PyPKw13IC66sD4wdXSKPHNQeKxfOmpATBR92i3JQMnnRLsCXB18BxMV8Gh3q5UzdQRQ5lyssfxOsH3um3vGemjRpZMsR1pKcLNlDIGToftuVRatd+vesJ3oAlhmxoljF2GU6NP0+5rA0m4Bx26mbydZL8wv6TtgINA3LWU7j70b+7xmMSbgtD3i0AvAUw0r8Xu2jm2xtEOAqY99rO99rPg+1UXYYpNcN47zHC0g4txSzJOMj72V45G5s+akwvDguPM7wujS1kPtxPPV79ZzVvDn5/F818dOLSKjwZPjkrihLT+70Wql/cJyThqOpe8RXgYBWzVZHYgX1xid3ACJunEMhUcwGNcH+ea3BJib7fEKAFgjWx+pW1g0EmECmrieZ/NzovBzbcogEScKGaBIOgTnzsp37hNEjhsvYCZl5fwwUAF0Bx10UHfPuNZaqxVoC1ymLao5EmBI0Hrei1ffBVTlfwLJncF8kuXLEODZrHIdKn8VMpZ5oj6tc628M5YYG+7XGUtezOHca9WFF8HShc2intFJWSRCmAEuPcobExRcDZK+yXJs21X9OcnyxUxTBU59bE6kxWj47yEQU6X2G6Tv2tZ4HsNyValzdJ2368ILe1bOs3teII+h43hhszKmvKiCuY+Px/HQmKF+jGuua7WTgV8FhZxTx28LVC59tV0aiHwpPLxpbSZ9wBDxCLitQO6wH14xV1FhjoXx4Fjuk8k7HytCGjRCniTyEkUCSmg8AAysCnk9KI/ANQBPxLERgDeyHadz0PCstrN1YjCY67NdC4HZZrsYsAFKUeC5lvijSK5JByXeLM+YOI38DiADkNLWuYcDz3nGnJf2IZ2EgVDalvdqax4QmntOOZ5WL/PYoXnKdOxvWzkXGVJ2fRPMmIkkYmMEBhkAzzHiC8lvlv8zPo444ojO2Im+8jYXALKjjjqqG28pL8bIcccdt85Mx20d4yr/L2tlaR+r0NfmE/O0PeKVky3g1GIXI5XBqMfqhI5O7ZPW+BjqLy0GpXX/oftEqFMFT3UuZl7zfHb+85+/G29ZnZqxwljjfFarZoyx1Rdx0uwKkk88LMxfThHhT59rre95/Hdt9xpz7M/QO9o0eCJWiMh0AqsRgAIMjgEGMTPEOAFoPBG3WCpWoQF2Aizy7VQFEdAo8QsApyhb4nucedzxPChjB0Tj4qsrzAAasFl2tUVyb1CxUy1EUrfDDz+8U8xR0JRnkPLJT36yc9PFfRBmCas3k0EmAtip/J9y/DyAIlIz5BxTqCD31NnvA9BHzJNXYTjWC+C8aAebZPmybCZiLDM1pMwXAQaVVelTiJWxxrWC4mOhCGlDGEv5XO1qV+vSDlzsYhdbT5LrLRne9a53rX3qU5/q9owLUMpWShkbcYPnuuga8rC16j92sut77tZzVpkA1OrFLKUnavRlHzs0BF6Q6oXpW3gw9t237sn/QyxZvb4+f2W9MEy4h8GTvUD/5//8n25OOOSQQ7r5KbFMuPIiGVeZU2KkEKsbyfyT8YUQ0+wgfYfetFyobof6jK025h20Yo7ravSlg6dM1gACu7eg5kCNTrKI66r6kolu94MhlAlVn2/ikMyWACzwqQJqAEZhYFgxZ8BG3dwBcl6i/wOeooRR0jBbOZc9/fKNlcvKM7aCqQF/Xunj7VBA2blXjge5wxQR05Rzguyj/NMx83cUfCxk6uAge08ovrc7Tj5MItSdeCwGoDsZANguxnzXeLBJtk9W1e5jAdQiLroxx1uWO+f4dyayqtS9k4BdehlDbHSdfgxLnHxpcU+zl2MUe87PGAxbFX0QhvXoo49e+8pXvrIh5Ye/a1vZbY+YUW+54OrzTkBp+6WvH7YAfB/Ar/FGtfy6CpPyWuLjPr9Vh1rXVjnz+l095nsAmLwqDa/T3rtX3vs7c1KuhYRgbgnAMrjLHOdN6Z2SqAZxV1A49C7q89SFN9YdQ0bf0sFTgoShxQEetgZhYVjG7yRXTkLnTodV504CePJS0MoGgX4BZQSSR2Cp8kJhaIx0YYMohwSfif5POSeccEKndEHBAI0oYzb0xY2X83MvgrH9ciJW5rgSnVU9QCjlOlCejkVyzCh1FHruk/PzbPl49WA6KP5n7m3h/7QJCTiJ/6grkWgbmELeBbFouPYm2VmyCGPUOn8eE9JXXt+k36fYW+cMKfQaHMoxG1iw2BhsjFdYaJiljA/c+xlbcd/lmoz/a1zjGusu8lyLETOGWVrECh56VmQCUdsndSIe6pP1uqFVWgbVFRy3+tSYv2t9WzKWCXVZfYxaBA8TC6CYw763OxFzBU88K6EujCHKzNjLGINIYYuUCGxTy3Xqsuc9jwFtva61wnAz422hgHGvVrGvFGADgGAbjwjuIftS/YB2LWEdUj6gy/mgcNE5kJMG4Pf8DX1IbBOsE2kSWOlHnaIsYWMigD4n9zTY4wU7HxRACHccnYbzA5ayBJo8WfH75h4HH3xwxyzRjhHAKIGtRsqwQnXlAwF5ETok7JktdAf9wewBRAFyHENg3VIG72mS1UpfG49p+2pJjn1fi5RN+X3Xja1/H2jrs/Q9aVW3A674L3/5y924ZMyyQCQuBlKnYCFHWAiSsrCYGWMVBFVlW1kFK+xF2rWvnaaxtjoZWgAwRgyK5k3q9dwxzKyBUIstaQGyWla9f6tuQ/VmnDGPMjd9Z7fn5OSTT+7AUIz7jK0Y++xZywKvCHMLC6C8VVIfG2SvSQWiQ3WO+Fy76wBohACwYpc5ciXgyXE+zrmU71DhUVZheKKEQJ1RQDBGKCJeRJCqGY5cF4mbKhIlmOPci/geB5vXOvKi2IbBSS/zQsPgOLcUjelEXZGAB/JSOQiOmIp0lPhxYaDyW47lWcPSpSyC21NGyvvCF75wFmo/ZSeQnGDsPDsgNd+AUitknsVLuSM8V4Q2hykj+RvJMgG0JDT1ysIIrlhirCgDgDYp9NXJZpT4mLIWZabGlr+M463zWsrUkx06yVYr4/ajH/3oBqWZcZG/Y6jAOHsPThjk3AsDxvnjqvFi43EISA5NDFVazFoFYZMsV1rsUe2jfaCkGihD4KT+NvRu+/pK3/9jwNu831t1oA/y7TCW/909z2aMOBY34yrzH8wuLrsIHg3m0AhzsJ+59bHrcxEDb+gaz/U830rAE6isTxHYHQUjEiVEIDOI03kdzHx4xR6B4iBEzuMbNyHsCfQfZdJoziiOFepzYZMAZgYo0PsEh1Nnns0MmWODiG3CgqVtuJ8DxKkbgd6wcMRokQ+D58onDFWUfJgydyw6gpNlVjDkTOb8hjvR5WCtcz5pDgCJNbZrkuVKi3EZK31MU1+ZY5RRHyjoK3+Ruo+xIIfAh8cshkXECjuC1ex0HS4L5gnlnv9ZbVfr0fq4XfrOaU2gm2UnJlmO1PxB8wAIYuAz5n21gNIQcOLvIYOnBd7GypB+qMClnsdc+OPd8zagiPkETxHbGiHeI5V524RAK43OUD0XlToea1A6x1aSYdxoFEVEpViOCCXH9it18o2wIoyElzBOXBuAgIsNIIFvFHdXXkzOC5Pi3C3E/KR+KTfUIoxTBJYlQjoEuwgRmKDc2wnUAHGARJg1GBzu6/qzPQvIPKsScl3YLrZ3CSAK3Zn6514ApDB5eUYYusRm5B5ZJRQBXMLOmbkyeKJ+BOrhluMba4A2hKlilaP3voP9m2TPyDwFMo9pqueugtlYJnPmVUpW6AYqHMdgqf9THytwAyn6OX07/2c8optaynzesfr7mLbuA1CTrEYcW9Na0dUnfjfzQFC9ru+aeq3r0loFthVGZmw9fR4f53Tca/fcSYgMMcQcY+43QAJwIZAYdWX4kLHiQPKxTKGfBdAE2QFpschYGw2eajA0gIXYGgccR2B9iKbPN0vhAR9mQnhZOe4cTDBSuQ+sFawWDc65ESfYZPWf98pLHYx4naE49+A3FCur96grTBDHTGu6PgBKQBbPR54LwJDTN+BeBLHzklO3BL5zHADHe6HdAEXcI9+8H9+f1RNeaUd9cg7gkrpRPs87pStYvdQJue+3Ra+dd35kjAIZC47q5N93XZ+1XkFEdZe1Jjvfrwabx5A55ZRT1vt6DBSY4hgNAUxZectemDX78djnbNWtgqG+dh/DZEyyPJkHlup7GMsgziurj72t7GW9d+ua+t0HIFxW67l9XWWg+vr3z3bPf8QReTsy3OUApHxIuux0OIT1+D6tMT7vXdmw4pv5z/Ng6/9FjZTR4MlBy2msMDqRBGBG4ZDoCkkDZrLPBB02JL8nf1HYl/hEA5CICQLcMLnHAgRERaLMApYIUGNFGm61AIUoQfIsAaZgZHBD5VjYnkhYodwvZea8mqrAgdPkgkrZrChwDBcB5WZ1UofcK2UmbwyBc/mceeaZXdk5TiqFBLTmuckezv1SXuLJLnOZy3TXfvazn+1+41mN1nPfXMt9UqewXMSegbTznvJO0qaslIBxwoWYa3JO6hkWLOWzPQts3SQ7D0TttIl2GUDME4L7O8aNXf6MW86xyzzHk4KAcZlzs4iDlAYZK4ceeuja5S9/+fXkmei0oUmlNRHaoPH/Q2xSBVYT87RzZMzY4z05rKGOXxvbfrfVwDCAat3DZbfOq/2mD4T3PYfHnBna6lr7mbZKY97LXJb5JnOR98PLnJu5I3NN/mYxFK5y51lE7FrzeBoCr/Vd1Po7txP3X2meJ144NLgfKiCHhkN5eeUbnYnfYDa8pUIEdseUXH4nuLsyVXQaWBS/qJr8imscaM61MFB0Ar7rOX4u2iDitAe0E6sBnQiUenFOgAuus4CSAEC2fmG1IG7NdEhnV2YQ0pYAOfzJtbPT1l7STQAgz+KVevZNE4O22U42ydalj6LeDFiaNxlX63XImh0r8+o9pNirFYlUy7FVx2ppYxUzRggHiJB7LftGBjiRJHMeU1SPjWGLhiatCSxtr7T60Bg2qpbROqf2hRar2GKyho67rD694Hv59xbg6rt3y2Bo/T3bfb23Q4K1reAlknmMdECZgzBSCBVZdAVk33hpvVd0SCu7eNUvSwNP7HOWpI0syyefivMiha1gKXAYDHIbRYjHSeMR+8ODpawgVRBsjuf8PEyYmpTHSrHaoJncWV2Gq8lL+U0bhsVx0Di/B5xYqdoNyd49Xr1GrBJxU3lmYry87547llfI5fgxxxzTtV1it4ibyrVJ3kdm5Dz3iSee2LF2ZFEGbLJC0eAIoOPnzv9x+0VIapp3Q54OgFzKS11yf95D6pC6eCKbtmjZGTIEQM6J76emC7HhxTEEo8DGQj7RJVV3hAmPZIwlnvLII4/sdFH0U8ZAa4GEFbH/HwJyk+w88Ypxh0AgY9gaG8f8Xif+Vpl9AInvFsDqK6fvtyo2llvntRirCj7c93eVNCH2znCcts18kzkcwz1jOfNW5rWwwcEFmYfAEnVlbX1vbq/aHlUMmPDEYBwRp8UcP1YW3t3Vq1YAEw4e84NWxOnrzABVJeMVcwYx/G+q0NYnx9wxYIlqPb0pqKPtnU27ll07RE3M56B6PtTDiNZ1gV0iIL3GY9GhSEJmVwJt5w5cO7bb0fWOeKWB3w/XmVlLGQBOB/BOsmdkM4xTq4xF3uNm7rmVerZYpD6gUo/X+5utbfXfjKswTowVNsiGCbYummcN99V7kp0nfeyEdecQy9TXF7nW580DYmMZqHptC6T1nd8Hvvrq4P6Oe5zff9Yz79ckl8wp7PKRcUX8U0BLxp6BE/HUFUDNE7fXmHM9V7ZW4C415ikSy4z4HgCGE2GyUiXHvEoMpoaATOJzYDKc/DLnRBIDxJJhQAaMCA3rCHm/SDcSdTTgIllmXGUwVU5cmXik1N+Z0p3OIC89bZDyCeQmT4yXbeZezrnEefk7LFisW7J9E2jOMwaNxxqmDjBebitSE9SOyr3pUGznwgpFOkws8byHsGZpE4LmcSfClPn5J+ZpZ8vYd3N2e4eMPYN8W6BmZTnXaVFYGYQ7HZ2QsRG2KUywt2ViHDjpbzW2XLezc9ue28V9ygZpC7i0JugKwAxMHIYyJLXcFuPUxzYb0LSOD92z9X/1nJihq4wYQj3teTFjRC61zLlZtAF+IIcg8biMO7ddXfhR//axOi4ryPMzQeTUVAlLBU9mH8ya1Him+qAtn6fZmRYd6Wvtk6ydowWScLkZsdYAtMokuc7+3+XwvGZqKk3L3j+uU4TzHStFvfLicFPyYZNentv74nmvrfoMLQsbqexdbWvaD/Br/7XLpqxJdp7MUyyLyrLe81A5Y+9Rx2q1+OvkUZUu49LjOtfB9jrbsDf8tsHlcVwt4iF2YN67mIDWnpMWe9k6p841feduFiCNOb81T7ZA0hgWauh+vpdZWo+tXbvjf91+lXkCfLne9hox5zD+HIfbYnstrXmp71n428xZX9usBDyRsyj+ydyQnEAwLDSi3WSAArJkEwsV1OmHcZJJLMGAhsTp5Hcmc+J6aFwi5clmju8y17NqjsR3ZBwnZgkWiAZz5vR88juxXPkbxibIOcdhgmDdULoASm8Fk2vIyg0TRVsRaxQBIGYLl9CYiT0KSwd4CqAKG2eXIdfBbvFOcj3PmfMS18HqOti1/EY9mTjSduTrIH6K94u/mraaZGfKKibjRd53H5DYbJnoCthU7oFBw/3yGzqnMkPka7IxFMEYQn9YPzh5LOPAZdSQAtfLbTHJzpWW220IQNVz+oBNBQ0uZ+j/MTIGKA0BqKF7VobVY4v5GmNi793zVW0Dh8AY/EAuZP5w2p0Ww9TXbn3H6zO1QGZ9H+zO4XG8EvBEBavyaj2ElUmNjTJoMnPV6nicUzu46+H7VBRcGRaX3afgDEpqBlQHlAEa8w0rx/F6b9rDOaQov9KbWMMEdttlZz+w30frhdd4Jnd2JiL27qurCZk0vBrSbc5AmmQ1MgZUjBnk887ps2K3Wq9FLN6hc6xLbAlznVneOrE5P1NLcfJ3XRXM/z5OmS7LZVR2oNUWfb/72AS0drYsOp6WwTwNlb0Z4LSZ5zEDVeMFdzXcdvXTilv2uKrnj6njorrFbHXGNWFAvuei4280eCKeJ7ExuTGTL5O8N9n0cvmwGmGQEoyZD9nHWeWSB0nZJNw0IiQTORO/c7rkHBAsOY+ITYChYZNCgA+gpHtwBXvzXACFCM9Fniiyo+ecXJt7JVYov3FOyiARJwibFX6RMFbkt/KLhVkjAzkbK5LRG59w7s1eQU5YaVDESgendSDWA7DK3l20S8rB8gbgsSIv9eB8fmvtKzjJ8mVV7N4Yhb0osFr0vM0IoN9WsffLZGxyroW+630qUaQ1Ea53EnBZLXf3mGcfq5Q9wUxAanvFk3wLII8tY95xA+ZFmI4KxFv3ct+pjGi9/yL9izKqC2+vsqy/tp3ddi6nsnx95wyJCYTWM7k8gzjPiSTR9jkrYZ6YfB2Hg6KxleaHr8s/cXPxOxWvwc48APfAzcX9eEj+ryvbvGoNtshI0/VDzK64w3l1Gs9IALxjIZzigPvYnWnU7Q0WrcABh6kL6RHqwCNbe6sjVuvcLCFtxf9MOpUxdD1r3FMtd5LVSIshQZYxqVal2geUNgugtlq3+n9VhI5ZMqvbUp5IZX0rc+14DU9srXaaNwGNZZf6jo0FZZNsXVpgaQhAbZYJqf1oEdBU/+/TCS1Wq6+MoWfpu3dtj58VY6KvHX1NlSE9tAwDsNaBubDGNG8GLI8GT574YYtw+6RCWIQAJmJwwgAlxia/ZQWbQUt+Y5KO0BjEAYXByXVhqMj+HUaIzKTkVsq98qERiP0xGOvbFBh2h/gmVqWxKWjqxzYzKTusUFbI5fzcG+bJ4DDnUH6Ok9Wc/BLEPwHqUoecnzZNW4Vdol7EUYW9I/aJstkDz20HKAvb5XgxYpXo8MRJcR0xW2wTQ0dzkkB81sRCTXL2Zp5a5VclsgiAWlWfsCFm0GMDjHv3AXv6cU3NYbbZ51mhVnar3mvMBLGZttnsdZMsLgblrUk10noXfQwQvw39Xv+3AUufn8emzAPq82KIKvs1xIa1DPUhvdH3/H1S61G/W/UaCwQN+KprnhjHaoAtDTx5coZVYSk7TBSBl6YNmZAz4eJeowyvaonA+nhZvhkPovJJlOf94azgYIF8rS1Jd05chAEhORf6vqZHcOPiniMzOLuwO/AbgIOrMPetitl1IMN42iTgCTcjrJaVP4CtpcipI3vamRH0CgiC7Wl73qcD6SsiZ/LwJDbJamSM0umzLFu/99HjfffrY3H6QNeYOs9jVKryr5NH3yTTKtvXAJAYDx5/LdaHcV8XlQxNMmMniUVYKeurSVYnfWNhkTHYx5TOk9qHDZpafW6Z7ExrDI3p1y3ja9YDnvrqxf1qferf84yi1rl99fZvfCpQXiSWdzR4Ijs4DFPARSZw2BcSXLFhLyyLJ1uDLZgaK8qcj9uKe/Bb5EIXulDHwACW3GhOzEWMEGWysiy/ZdVczmf7EzbSZYsZgAqMFg2b5wsIyjd7Y4WB4l4R8iGxBQQdkb3gcP+5Q9AutGvKyH0DNAOmiJPiHhFAEO6/1JfngjkjuR8rhMLe5ZlTd7aesL83x3K/vNOs8qOTpczUgUkl3wSUT7I6GaMI5oGRiGOBbLhUAAKoYGWsty9pxfpgUBhkDAGyPsVsNqeCvFqeXciU48Dwem6ktSDFk1NL2XthS8tAsSHZeu6xY6NObi2QOo2z1UrfoqTNyFimhfK9KS5jtOYvc7kev33xRK3zh+rg/6tLe95z7eqJw1oE4PXVzUCSOg3pxDqeK3nia2y0VFJhkbqPBk+4sIj1IZ05YAkgRLoAsy+8bCesa1lgRt0VbOSTid371XkppNGj0wgAyIhPwp3HfRyzRRR+K78UAdukDMDtFUDlwHbOAciRJsFLqvsmrog3KwSs8qKpj18492VlHKAK9xvPTeoB56vxxAKABBA7nizv3MHlfRPWJMuRIQZiHmPkMgyUkBYQspLBeMC4wE1fryGo2qtoa52qYt0sW1PLrM/TApEtS5i6DCliA7R6XWtSnQecNgOAWkp+ktUIcapDoKnFArb6e/17SNwPPVe29lgzO1In+QrgFwHydR6qDE4fu9QqfzYHXA1dM6aO88BTq2w/U/2/lrUocFoIPAUk5MWGbck3cUkwHGQIbW2yBwgg55IBgR+A9O1Yv7AxmcxZiUZeJah1JnfOdZkACT62wGGHqCNgkOsTjwUY5LjdcLjtACrOV4VbEZDmDYvze1glrjdbR13IC8UKPAYNAw3gZAaNneFhlGjLMIY5zsaL+S3xUEyM1IvVjzlODg46HIObYxN42n5ZZAK2wqnGRWVROE4fDbOLi504wRYrY1e2GSjHRcLq1mR5fUqqGlSOUeRYTZPhPlqfzW0xZKXXc/tAUt9E0AJM86SlxH3tZpT5JIsLxjE6rtW/+K5Mi3+vf1fxe6avMp85dpa5DSPZxAPzWWvMMcYqyJoXEG2yotX/W4ZEn0Hwszm5mmo79LUx5/V96jV9z8X87t8gRvy92TCU0eAJJZbJmCXtsC52i5nB8UPlGMHLbhz+zrUkx8TNxYvDlQWQ4Rvw5HxRkfxPKoOaFsB7yVFPQJXLDIDJ82USYQNBgr2J1XJsloPU+16OgRqB6IAnK3+Ok4jUqwdpUzNpXJP60Xa0P6v22MjZKQn4n4EMk8BGzgwq121S6quXVvuOYZyq8mlZynXSNgtJ/0nMHRt8WxGiGB0H6DEP4CfNBxMRIMruvSFGx3XDSPCngjAban2uh1YbtaQ1gVQrf8y5YxinRYHaJMsXQIq9EfNYqEWOV6FsmPzo3+j/jDXGHCvEq6FCiEjLQPGWQi3wMuRibgEoP5d1Se3Xuwqzw7E+VqnFRo1hy1rsWB9wqte0DCTPyUPve0gWStiTSvDycAXxPx2QF+lVbZybzkE5qWwNoDZgSicAGFQLOscDCgK2AB9M/hHcDjmfFWowMbBHucb7tVVlS0qAShuyOg4Qx/NQFi/IwehMHHR0WwMAMtg4VsDZCsp3jqdNyONE++BiI+aMDORkDSdeKiAy98hxyrX7FRaMZ3e2coAbK/9SlylgfOeJFZn7mZVnBQBefVnZUrtqkaqIANf0ccaajaU+Jor6VdeflZrvaUucMltZv31N7aetflsnmT5WqNXeY+j/lhKv7VjPHVuHSbYm1bjtm6C3IpVN8VyCoY8uz7yWv1nw42sMjmy4e2+4zAP2jvQxUxHPuTX2q8VaDemQmeaJloFT26MP+LTG8FDcYcuQGmp/kxqbBU2bBk8oq+qjNc3oOCKADlatEz7i3nK8BfeJOKEdjer4HZQ1it6ghQnegI4yAAmpR4Kknf+I+wXo5RslTR1xk+E+5GWE2XFQN2xWhA5Ox6YsGCesBoCM6506O0+V70F9Ur+AIyYTXHP5JtAdhjDtBvNVJ07HiTGYSZbpNqSOk6xGWoyRfxv638frZN2i7yuz5Imk5YJHGHM2VOgj9HNbxQZTzs1Gn0Zf0L9a+dm41sl5eYbqnmy1ZWSewqzt1np2/zZ0beucen6rXpVpm2R10gJOywRQfe/UY8xxhsSc4u1gjNmIob9X0JRxkfmMvVG9kbw3nTdAMaAweGq521tjbKYyqRvH+8CTAZaP+W8TF9TH3z63b7y3vltgeeXgiWBjApO/8Y1vrMfQ5JiXuXvCd2wSbrIAE+j9XB8mJ78HAKRs8iTBCpmxyfXJhZTOAoDjnnWfO45zHt8s/099s7LMrgUv8ce1BiChAwOM3KFTdwLEiTPK3ykHgIYbhI4MeMrv3o4l7cFvsEL5ndgkx5uQYgGAQ90TAwXI8V56BmupQwZZPrhvmOzobFgx9q/jXp1kNbLVCdPKsZbngGgrGt4vfZVcZ47BqG5olDo6gT6GW5hVmYxR959qFRsA1fvYNVjjrABmWNr0VYA+fd2AzcZSVaxuwzoh1PZsKf9aXmvyrWDO91gEfE2yvVKB+KLAyeXQp+39cC5CQjYYWxjW/E+YCmOHcUAsMuMBw4T5xXn/eB6zYC3mifMdZzXT2DILXM+zkV4NtwrIWuegrxzz29fOrf8rYDVYBSfA9KHrlg6emMxzkzxYJm02r4UFsqLwSjU3EjFNeZm5PsL12e4kD5jfATdYmrzAXA8ISHArQMysFA1DB6XRSYqZeuASJMgb5obtZwIoovxxh2ENrDecVsQBhIhTSpvQuY38EYAa7Bib8YLgAUkk/8yEBlgkBopOSb0ZgLR7wBPWDIMuv8NAITBTdCJPZgwcyjZTMDFPO1d4Ty3mosWseHySLDZ/s0E04wmwZMOBvuWVrbiYMa6SRsMB6rmHx3Wtlyl6FKdBU1W+OZbxmvIom8kDC9yrTz0Wa0xfq60qazBk+Ro08e2JyufVMlqukklWL6sAqC3gZNBtEELoS/ohcx5jCFAFgHLISGtsUyZ9HdBE2AbzmdmiFnhyPTFcqKdjG3/aAGb8zncNVUHMJnG/+s387ba0627o3fk3s2uAJzID8PGiraWCJwplIgW42JKMEPyWY+w7l/Py0tgfj0asnQPlG7CQ+5n2p/PY1Zf4npRJo+CeCvAg5seNgXIlbge3XCSrCGtsFZ00f4NO68oHckKh5HNe2iZlpD75fd99993QeWB6+D+TS8rOc6Pk3UGJc6ID+G8H7/OeqAttbHoS8OS4Jtg2B7rTBjAM+RAvNSn27Zfa5kP/tyZ7xp3HQ1XqEbvDAN/+5lPdAY4BRBna0kNhRcif5lQYLbedV8kiBvWOfSKWkRhAlDYuRNwaxEkSZ+jktlbULfGk0gI6Bn21XWt7+xy/E8fDeOHHJKsRG4UGsXUi9/kmCfoAsc9v/Q2rzzzBmAsAYd7AgM58kf6buRRDF08Q3gXmUL4zDvx83AMjo8UI8XeL/XE7MV5/sHuuctkOT+F3h/HUsjzmWgxUn1RDps/A8XhCr0AUsIds5l/m8ZWBpzxQGiaSZe2pyEknndQBEij2vOxMsmm4AJu88FSORqYcI29brnkxYaAidAQATuJ4SESZRg94yn1IZUAZ3h6FRJsoXNihJNzMOdwrAAeWh7gi3HV2URCAjbsr9cnzkjSUhJW5NmXnvmkrAA31htXKeQFbKYNjDgSsS7UBNo5NgvVzJ3I8SPeidzMF3JOOQoAidSNejLqg3AOADznkkHVwy4QzyZ6XlqKpVhl/OzYxgrLgGDnLGKu47liUgeJhwQUxFyh7u9tYio3Cwp2NhYsyjVVMf88x4vJyPB/uS7mMYxQ016BXDEis2HNNdFLqnO/0byYm+r/bpM+ytf5y/IcNl4jZdlv1LYUPUELPwPTjpplkNVLj5fpYknky9I5qOQYM9qg4nx6GcT6sgM0n/Zk5Fv1P6ItZYOZDVoAztmCebADQlznHBkvto7jrfiKwBEgixQ7fGbskn6Z8AynagTnKwMnjqiV9cWp2+fs8G3DM1Zl383ewgD1lSwdPgCaQNyxSHpJ91vIh9ge/LfE3+SZLeeKluC4PxjW8rLpPHucBwLx6x6kCcOmB3gE5dEjXP3UgHgs3HcrQSL5PYJiov5kxXhauMhQgnccvlvPomAF+dFQ6nt0wgEAAU7WGUcJ1b7+0PQHkKZO6wjwBCgkUz/kXu9jF1sul0wGkJlmdDCmNIcbJf9OfbEXaWq4WXmWh+N1LoIlRZHLPmOG7uhRYIMJiBtzoTAq28Lwgg77PuIDN9SpUx1VVFstxGHYLEAYA6EsfzvNEN6X++Rug5Wd2+1SLHLYcA8tGoM9vpSypcWReeZVvEutO4Gm14gm9DzTVMVJdsK1zh37zGDOTxdzDHGEjGkMl3+kTmX+dpDpgyt94F1gEZCaG0BvqwPgA0JDY2vUFmEQYy+fbPQYx+HMOxAO7dYALAGU8E8yvGewa/4hwb+ZYj5O6cg7gWRlcu+ogW+JtgoGiL6wEPAGWGMywDzAXQZ8g0CikHCMZ5JlnnrnO9oSNOfHEE7v/YWRgf3hZAAYsMZKI2XcLSHLCTRqourNyDKs398X3m/9x1+V5QOwobrsnPADyybOxhcrpp5/etUPKcjwI1CnsF53FLpT8nXYhSSWb/WIRwxSRW8qBhkbctnLdZtRnn3326Y5hgXuSyjVp19wX4JQOlWuoK22fds1xwOgke076FLXddAZJPm7lSV+oQNzWIcc4x8GWbGUEDU6+GsZk+g6JWwFVBhmOfbKii+BixzUOePKiBsT6gcD3jCuek2/cGBkHbIGUvp+/Mz7Y9BxmvOWiiTB28rwwzjC3jA8UuBW948bQV5QFkzAxT9sjvGfnKmy57zYrLfefAZO/W0yPx0P6QuZS3Hawvfk/Yy/fmUsw7DnuHQNaqUfMQtWwFIR5xc+y1+4wF+YoPDO5LwDJhgxAEK+NN6Jv5atyezB2MCqYp72bCW7LlmFCG6Cf8om3CVLAi6/GyugZELofyo8XgZIFAdP5eOmmpPN3ziOgGiTr9Ac8qK1Gr+JrdWafE8ENQOfjRaKM7P+MC81olU5IB2NAteIUeJ50WDo0bQTQpB26xt49CAK6XJYzkqM4aWNYIWKaKL/m4YEFY+8/P2e+81y4Xmxt0TnzOwlQcbHkeej0KSdWDZ1vAk/bI33MUl9MBsfqhNsHAFxOZTI5vyp4j7k6TtL3iMtwTKDZUNhZryjlOOyxLVbubfdX1QWO2UMfEZfhgHO7p1H+XiZObAluaytyB4IzNhkXKYOJCoVeJ8QW68SzOx7DzFMrMHiS5UllnMaApcrS1t+G2OHWMRsmfePQ58HapL9ADhi0pC/zf/o/c45ZYbu2ap2chsRzHfO1WeLZ7voyp+T+MF+49M2e5RsDI7/DWjnYHEzhMW93pN2TGBsGWRV4Os7JbjswC6EvsG9jZfQMyDLKgI00Xlw6uSmrc2J1pUL5HVeZrSpeQOKWwlzkpSflACwQ7qCcT+oCL0NGKaZhbdlFHBydT5isWJG4nqAWQa5pyNQ3ZeQ8ykj9wh5h6UJvWnlXGj4KM9fw8tJZ4xLMswMSAV/eHzDPRIwIsVu8eAMXAvLTpgwoOpnbLqxV6r3ffvutd14s//xOvBhlBGU7O3wAYJ6DyQKrBncez2N35STbJ4tawHUiqP8bgJgF5Tezo5G6UIDYB/Z6NDAAQNDnAi4MJjB0AOMZo+nz+Z8+ZxaA8YOydKwEv3kBBEAs551yyilnYXCh96lDxOMpOo3VwCh2K3L0TwVN5LOzvuN5+1YNWcnbHcHkMIGn1Ypddu5vLXct/7e+I33X9EllfyuA4jjGRPoJW4G53+AyJvYpfRHmie+MxZzDmHMmcxsFjF0bAXbj2ZiYyQuT4/k2EMLLwSINx1SRooEwEhgoPCzoHgBO6g8INKvEmLMHxuDOcZoOos81do073njp4MkPxAtPQ9hyQimBWN0ZHZCVb7MftsbcIY2+KaP6iyNOTeDVP14dSBnQg3QcI9X8jc8Wpg3XF5OEVwXRaWsOKQfZpmxYI+qUjsBgwCWG9WCk7o5b2S+elWSesEpMVF65lGsYNLYmqDfAFd8vbW92MWUHoDkweJKdC6JMrVeXW8TKxte0rOYW09MCZnUFT8AHY8csKX2OMcC+mcQgMuYoB+aVmJCI2VqzTh7P+caoI9YJg6FOmJ6IUMq5hvHoe1XwxLetYoMo58Cj7V2ewZPDDmz9T7JaaQGk1v/Vxca3j7fcca1x23cfM0/13p5TGduMCcdKmfn1SnFWtDvm2K5C5ix7RDzveG6dFR3A/EeoC3WIHiAGGS8GczbnEB/pcBSIFFziZrEZN4wTvwe3oe9DKh7azvFTxi0r2duOSdT/4++nAb0libdjoHIoUyi7+oApw9uc+CXBBjmbdxohDRwFFjYlrFOuy/+sDANdphw2vc0LpQFTpwCaXOc8GLkmbEzuSzwEgC/l5xroUK+245mC+mHOcm86cSztnBPmLc9BXfN/6kW8Bun6oTlRpihohOdwm1UXgzd8zblnnHFGx3iFcUrH5D3hfsTyZqDmWBjDCM8zyc4UKxCMgGpNtxilCiY8ATi1BmVUUMV1WKYZj9wDVxTjgtjDHGcfyYw9+p8DxKH8SRCb39JncSHboAJkYZQdeuih3XiBIYdVYpx7UQbP6AnKrgSejzGI7kPB4/ausV+5Fxa1pcUg1G8bjJOsVlrM7DypAMrHWufVMg1czEj2vfO6Cs1AIx/GVL4BJoAGDAgWYDBvu6z05fRfYmbtsnOfROwqq0wrZEA8McTUsrjK7WU2KwK7C+NEGAnzbHU5Vn1nY6TOg7Bbde6EcXac19LAk9kKV9gBzLbmrLhRRCBjGpv/aRAatC7RJ7YCRW6miuu9dNruLSsoW8Y0PhSlAzj5HxCIC8HXmSlz0DoKnMmha2TFhpltqy/c+aIAW/bLgpLdhp4cPYhA6NSZDY69EgrK1dtrOJbKTCHWdAQ2bJLVyLy27bNivXrH5/pTJ4XWqruqyPm4bI+pWj7n1qDPGn9AX6SvVaaZ8tEvOQfDCtc0dTET5QmIMh1jhPvcwMU6x89pNttsHmPMCp7/YXkxVGzF0x4uxzrA/8+bSCfZuvS1rQ2Cen6LxW393WJq/V3HmvuA54eWcVNXo9U6mpE1U+N51oDFTDTGCqtPmaedRmMvxfK6/tQzwtyEq51x5OfveyeutwkWu+1ajLjHtN15/GZwRDuZHV9ZzFMKDxOT70T9s7w3lSduB6YkD0n8Aq4uMg6TXJNYGtP0OQ7Dg/XJ1iMVABAblONRXKBmXj5Woy1Iv9iUT+wWjR7XFGDCsRCwarxQYjRynCzdxE9BNzpPRyTPgcULnW93XGKK0hYph8zhABpPPOTW4BnSjlnxh5si97v4xS++nq+JDkznSbl5biYNYpwo224KLGqsDq8enGQ1UoG6FY6ZkQpuUHx2t6KwapmUVxkp+jjHcFGhgAx2cAFUxsYucsrN+cRdOK4QIG8XMs8SwYpOmd6mKPoHY4KVvPkmNoI6wy4BjGCGYbmtm1K2nxM2121FEDo6IM+R/GfoPcdEoTPZI7KyBNWKp60sk5GyeulzjdWJuY9R8gRd/3a5FUAZ2NsLQv+ln9BHvSqtNa4BAsw5TgQJoMcYRzcg9FWvistcxRih7FwfD8T5doeI2NXd59b3PA3Ti8veBg3XseI8dSHNiVldnsGGRTUcDbAAhbQbBo3BH+7IlYAnxykYnBj9tT62oqgoTA6dhUkA5YOyYZkuDw5woiyUF1YdjQwDBSgAOFkpkwndmzDmd/5uUaMRAJEVKy/dq48c5EfHosMzwdFGTD5mlVDyuDxhfmqbEetlS8WdqTJlHDMda2RP3Q3YzEJx30lWK0NWma3flpLvU9B+dy03Qo7BcNI/DJ7MHtFHHQNo155XwNKnAU8odMp2Mk1by9ViNpj0Srx8MLhgkjG8+sCHgSdA09Y8ZRjgeOxyDhOdA2zr85ixMsNQ3Q8tmcDT9kkFOEN9h+/KcnqM1W/KdTmMKbP7jpmr4Mmr0upKULwwuLlIH5JvjHnGt+fniPsx/duGBXNEroEwOd9uY5v5Bz3BPIfxzzM6hopxwHHGawRwRYyijRzqXZk0G4H5ruDJc7hZZ86v5ywVPBFwdvzxx2+wKGvQFZVyo/PCoNrDkuScrAzjYVjNlfPC/tiiJY4hrAouOlxZuWdQaj5RzrFAc36UKY3CLtM8h60/EHnQdMokT4wVnxs7nTH1IDsxzwXa96RFHio6OIPBVkM+idNKndmk2O4OrnMQOu1tK5jVeZHcMzFNWAeAMgd7k9+GfFVmnnhPDoS3wphWAK1WzEYYJPFtQI5ioU8ZqHsCdx9AEaLU7Cows4qRUJcCm3lCqbWsYcoCZLAqjThBnpM9ssjU7/INbDBI7EonEDXjNtd8/etfXw8wzbhm5wCUMIYfz4SxxD0Zk2Rx5ps2z/Vh2UnYy0SUuqELKBOxkdJyxbVYiQpyJ1mN8L772KY+8VjxYin+p99jkNsl6zLQ3ehm4lu9Gs6sCWl38EwQS0e/Ajxlbs18lHmNOaP2KQMGxoBZY1bJkePRsUjn3T1X0ufzzeo1xOEnbguAEdfmuugGxjxxwJlfs4MJGCCSYwZkJhwirdxsduWblef928hbhBhYKFkPyscUNI3qytaK25J0bA7uMSZsfwwuyCIMEKCzme6k0xHE6Y7SoupAp3RUJgt8ora+/QKcK4kOgAuAelMnJhXKRME6Xop7VYDi2Aee1Va6LYScxwbJtnz6GIkap4byx8VXn7nlNpqU+uqlTqjVaq0sr5VI7Ts1xxJKpx6n3xk8ua/W2EBPPu5LldXElY2bro4BAsL9mwGWgQ9912wXYw2LHFc/SrfGYXrig0Hz2MBIw2o3eHIWct5DdX963DgO1EC49a79blvun0mWK1VHzgNQ1o21n9LP64rJmrPLjBSAB8PYIKr2f/p9+njGp5f2UzfGLAuEMCIq02xAwTgwUPOcnrHkZ6YuP9q9QTzzmtuk4gN+tzeKtmKcue1YdUeID8c91up7Mxgyi1THT22LOvaWDp54SUzSIEBWhLEFC8qN1WdWGLji8mJ5UBQ3wICcFChnU3I1+Rz0XhibfFKucxXxbdYrjIuZKNx2xGGk7HQWdpBOmQRy+5PjiRui85GVmI6b+2IdEFdEm3lpc87ff//9192NMAbk4mClRK7P+Wkb/NH5Ldfm93yn3slrk/9pwzrwvLs2jB65nNIumSi4Rw2uA3iy/9kkqxGYm+rHR2HUOBmEPbC8wMCrM20VYw3W/Cmm8W08wPTgOicTPWUiNno8Bv1c1I1JJUxO+l/GcE2XAfiym9wMlLMWw8TmONZy9FKuP+CAA7r6kqOsPg+5avhgDfMb45zxm/uGQacc4rEok3PTHuiT+lx24dXVdYu6ECbZvLjP9gnvgndk/UzMHka9/yenIAsJ8CIAVCL13QMUKsA3eOHj/mfgABBLHyY20cYG49/xxjyfjYT03cyZvifj+oe73XfUmzQEuAhZbWrgY5eavTbMvRhZqXfuk3GbsZ5xTPxvJWogKBj/bDNmMsaMk983+gmDbyXgyYMdFNpS7D7XaBUhUNTuMLNIIHE6ZspwXiUjdx6c61CE/Ea96OykICADOC+jWhEALX6nHlzDcYNDJ9YkZouAO56/0rYIA5CMxrQjZUFzehIxs0AdYAVYHWHkTXvXrQictIzstO5UiOs+pGQmWY70sYZ956B02S4JYGLmyZM1YwU2t2aNr4oEA4BxCUvEePH59B8DHAeQY+Xa5U8MpANHK3gygEHhAZ4AeJEah2VdhEXPda2VfhHaB+Xre7u9/S5cLyaYHGd8IY59aulPf/cxVZNsv9Q5DSPFi6T49kIIQLiTqQKePK/xjg0u7Fkxe2WdDguEIRxxHJUZJeZt+jbfCM9GuZXAIPXOT7WyvrJYBkae2+njNVbQK+OYK2G1WQkHmKsYA6mgCFxQwSbn+pr6fpcOnhKHlMonPoccRBHyN6CsUN6pRMBAUHesvSjnWLl+KelMvJCUGXSZ61ipx6ou8iGx1ULKQXFHnDfKPtCUkRgokGvKTgwEDZROcPTRR3fl5rmIB2IFmwGGXy4v265BmCizPLjx6DxYsJ5MeIEAJ3y+qROJKznH9+XZ81ygdTp4ys3z5BxWDzpOpAbb0eb4nak/q48YZHlGg9lJViMoGv8fsRLwIOddpr+EvSEHmV2vpv8B2lbsWMX0IQJTESvHGrPDb/RJQAYxUbaQcQnYreW4kdqvUNx1M2vnOWuxXQA3wA6ZiImp8rPCFnlLI8Yx460q1RzDsKGdeFZiQexKNFAzcGRy8j0q6Iv0sY2TbE3cr2ufbk2svLPoy8xt7DCBV8ALDRwLZBbIi4HshjJAYY4E2BisMV4MGHJ/Gyr0e8fw+PlsHFOeP5yf8zyvObxj1hOfV9lUGxKAJ5I5O56yfgzG8nzEYTGnOnSFezm+q/Vuqw7lPQHiFiEGRoMnW6X+PxOss4Ia7TFRE6eUBiPQkjwoKOpW41mw4Jzm3Z0OAEYcEtfwYjluholzAAscd4erPlTTq57EGBy45wCSdKaUm8GVv0kD73TwVpY8E5McYiYJ64C9hFw3FLfBnuOZfJ4nV7v5agczA0dZk6xOPAYqg9g6l3dE/ACuZv/ufuVYDX8iHlctZgRxP6mWXf3bAKd1Dfel30ZazIwVXlW0nGfwRGxUyzpmcvBSbBSpU3bUZ6l1qEGqBlN+Zr8L6lDZ9Nq+E+O0WqmAyTq4tn19d7ibSJMDe+vUNza2GW8VbNB3vJosYrazNf5cT8dRVde/mSMDNPdR368a1mZ78808sVfpuy0mhzpUY7DqHKQCMrchWMF1reO/4pQ+PFF1qj1fSwdPxO+YdciNWRUAtR1kGDYkQIG9qnBvESuDTzUrY0w1UvEwTfkbUMYWCwEbkeR4SdZSFBO0pgNKASeJAcLydaMhLJmGjuQ5AGq5F1Y91kUGiveVAwGnLtwz/4f1yv1gsYjDMPDzRMZxr7QgUZnzYrAPT/7GkgaoXupSl1qP+cg3e/jRVlDKvn8+eWdpdyynHOP95ZmZmAG/ZiUmWa5Y8UVarIcVcAVAVjLuY4j7YN47bCf9vio76lLjAwAgxBnVOAKvynVd6DvkRfMei+m3LMpw/icHzxLjZNCYc22RY/FyX4SJwywYrhSYZz4oYvQObQ9LFSYW3eJvB9mbYaguB7/DeszvapLVSQWxFUC1Jts6IdsAZ3xwPOcwP7A6m2sNZAz4ERtCADPH/plpMosVgdHBE8Pv3IN6RMenfD5mxgwAudb99HwlAL7GVXmcuTy7v01++J3YVR7BswIhUeOfqaMTPrcMTZ7H75S2Z+HX0sETbEOlteh0KDe2ToG2t7/TeY9qIsuUkYbJeVBzTABM+Nwf9snWa+7jbKj5ZJJPMKotb1+XMgNwuNY0Zu3Qpvrr89BZHZTtjsX9eM4WHewOblbIKyx48WmXtLOXlzJQ4qZDYbOK0QOWAWgFkU8mURhAnpe8IKyAorO5rSZZvrQYnspC8XdLmcOWmimpND79EmAPIKorLqv1aGDhWAkHcVMe4KnGW3ksUweCPWGKACG2nOnTEesSDI4KQqhvy2pHDMzsQjAA8w4CnAOI4tnNcjnOg7JarFvf+/T/k6xWPJHPa+/Wu/HkT580yxPhOAynr43g0rYLGEbTKUgwnM1UMdcaoENqMM+6TtyLvgaQYBwY7Niw93zHuN9V3M1mt902bmt7bTwuTMoYsFE2hoxdivXb78fAzQx6S0dwTwOrpYKn2qhGz7ZGySSaBs6LjXWZRmfJL2LlSQPXJZHE4Bx77LEbULkn8RwjZikoOlYiE38ARtgtv1g6MDFb/O4NBwEipvJgXMLOwLzQeXPPWAbJqcH/+Q4DZVaODg14IYAdq5sVirx4d2zTl94NnnMBoyj0gCEGn12FDEqek4nOCQYZHHVvQnJJecBMsnxhQFvxGHS33GB5fxlrsCi4xA2aWpNzfZeMMxtFPgdWiA99hz7o+nMP+r1X2dUVRDkP8AEDTNwe5bjOGBgwr1jNWOhePWj2B4PDCtQsmo8x7uvEYyBpi9qTSAWdPn9IrGMn2R5xe/e1ewVL5Baj/8PMm4lxX7Xer2V6/JilgXlicUY1PJg7Wu48xi3Mk2Nl67hm7vCepaweJegcIb72vFo96MS6PI91T2WPGdP2fngVHWWg8zw+eQc1HpPnslAH57yjvMqQ1fQGSwVPLbbEFeR3Vh9Q6bpRpy2visDdIMQQ5Ro2zEXp8hJau6MDfFIPgtkjvFiAAA0ZZirX0hF4vriqTOOjPAPUnEk8AC1KnpVqXs3GMmk6W0W5BqAoV9yPAJza5nRCrPLqEsAygVHgXnZnWuF75Z0Zr0oF19xZk6xW/E5bzInHEf2HzZzNOtngqOPW5VNGBU+tXQCskIkNor/4PvQllCtAhzg9/uebvkg9Ws9rVxugibIx2Jymwav3rIgrmKxGoQ0WsxMRs88Rs8+1zv72xMr/9V3yv8Gyz51kdVLbuO9/JlyY1Uj6icNSPOHTh5zLz+V5YRJ9Kx9SyLANmhkZ5jzGSe2/vicACKBDP2UO5RqeCxYYlz6sLuU5b+J5FdBeA8Q9llpsLG1ZWSCez8YIz41U9tbj221MO3nc9Rmhi8po8BT3VhotsUbE3PiGtUJkQkWJ4WoyS+XOaMWS33mx+T711FPX8xoRqMeLopORdTXWN/ESROdX1sfuxKxOyr2xVBkQOZ5j1BFggW/YWVJ5RtOEdruxD1faMOeRY4pzWC5OLAeTCBMDVgDLp7He7SumnlgPdFiWxTLBwUpwftqHa/KhTkxIlX6uYHmS5YsDt1uTsI/7Q+xR+neMghbomidVCTm2AGXpvCmO8WA81mXI5FxxZnH6l2ObEBhQs0CwR7ZqrTMAfTGWUPDk3IGJoj7oDLOt1aq3Uq6xFV4ZWA1Bi6+ZJ57A6vtwWZMsV1pjxO+iBa4jgCcbpJW9tC41O1JZrjquuR42CCOgupZdL8YLho2T4JrtrbmX6gbdhIh44ZT7Hkbaj3fnWEwZDpRnLjRgoxzmRrNe6IxqeFQvl+/v91QND7c///s9ILw3ryznuZYOnshdFJYFcMRySirlB6NzASTYOLeyH1zHi4/gW+WcTAS5ng5kFJ37Z9IgOVa+cxxfMJQqZRsB44qic+UY8VYBNKye82RC8B4WQaXs3QaAp4A6XIWebFjCysrDtA9buqD8eQY6tDscbBj3omPT8Wyh09FY+UhdHXtmy4A2s4XFvTaD0icZLx74Fay22Ci+6TctS65P+pgXjjtmjv8NnmzZ+VwzNwAUxhrjyQny7CY3oKmuc56xLsm2ewyQT/0AaO7fZGe24s7vZltt+VZGCjA3T/pAT4uB8Duf994mWY4MGRgeG7x3/ndsn40Hvg1oWuCpvvPW/0zsLOhwMLfnMI8p/mc8weoy17DlEIDJY43r+ZsxVYPRYbv+d/c8zVhjzjL7ZaOoGoN+jurSrgZHHzPbN1bqmPX75DqDJz7McUvPMI47KY2Af9dUXSRKynEIqWQAV4SAcE/uVrKUyQP4HimflPMoTYABD07ZxFeRSZyVMabXWYXmvBm8NNx45KKowIhs6yRE47noaChl6pogbjqYByQdvV6D5Uz2dpIYegBDjeIOdXJQmKfKuAGu8p16s9Iwv4O8mcwMzLDIK8s1yWqkDuAa+8R3VaD13VelXFneqtgpy9+MsXpPK3hc4WaYnFkZ9oe4DRaCkNUf5skr6qgT9bALpDJunO/n4RiThO/hycSZiFsTmIFojUeq36125u/6/vrYKss0zrYfPHlseCw5Xgfm1ExTZVHM/lRDoAIos0R1pVs93/2ce9TYP7M/ME6wQuzlWt3xzCe45TN2DWAMnnwsUuvEWAOYVfaU8VYBqb9bLjmkNQbru2iVxd+MPZ6v5cZf+mo7gycUojtaPkzITOZhU1h+HADgBqAjotRwJ9W0AqQ6YIsFVuXQgQFTuAoBT/igc30ADM+R+9UtYGhYnoXcHXROOk/chwSl55POmEnAvlP8yHScuj1LfdFYywww2oR2pJOZzfMqBe4Vwa1B5zSdSxsRwG8Wj+cnXgxASiezle8JapLlSwWpVfnwjSXKO6OfVbDRKqcCr0rzO6OxwRMfW6VYnCTIRUE7aSAKPhImNtfGjY2xZfAEIPMx6gLYr2y3GS+YcSa/OrHR7xn/Zs9rv3aZrd9a0mIyWtePZZamsbY6aU3M/nbsEDof0OE+Qz+pY8ffBiseS3ap0b/db6mj43p9L4wBgyf6uRdn5H/mtDqv2ZOEdwKDnbaoYTo/2Y0F8PJgXHhsGYB5DJqhojwL86LfRev9+Ljryrfbr75rv7+VgidcbgkiMzhA2VqJEQQKGgaMkC3b8Qh8u7F4EILScEVB3ZPm3kgdK5ggaQJTA5qcwJLcTPbzesICcRMkB2Bk93ZABeCQ+C/XgTgrU/8RBwVaofNs/Aadym+V7mTgOMibiYwVINXfzjEs7gi5ojxYGUheqecYMUDvJKuTluVkiwlQnb7KlkCwlbipeccACAwdM60VRPkbqh6AU+MMDaKc98kWti1wJgfGea6rAMZKuq7csxvSYubabeUFD7RZBVH5rRWPZKt/iE2yy5yyqT9ltyzhvjJ9rPaFSVYjLQaTb+YgwImJAfc53r1ZTcgAjAbr4tqvmCcBT4xnL2xCv1e3Mp/Kdvn/lvuOZ8eYxvCyrvfYQo+4b+6lOY4xazeadZbbyc8/z4DgWesGyDX2y+fPM2rqIhraua6GnCejZ8GwR6wgA6E6+AuBNQlYiXKP5OWw4SzsCZZpvnNeysIiBZCxnUnuDTLOh+0n7CI0ikZxEtdAA+E/jriT0TFzXupNBwM85bfUIfXzi8g9ibMCZOQegCcPKiv09cbXwIB98uRH56yDxW5GAysHnLtj5Xzvu0TC0Xy8nQ73c1u7DE+wk6xO+iwg+gnMahY1wO7A2ADs2ZIHhhalTPqPGn9RFXv6UfrTgQceuL45NmPNDI77tdN35DsGRwTlhCXbSo3hseBxgjKsYwVlXoNBnbHfeaGc9bkFjNz21Qq1Yef7M5HVtuQZuE+fQneZFSi7PpNsP4Di3cHSOJkksXvuJ8x73uOO0BDiaa2/rbttXODGZn9Xh2M4PtU51exSq4xzdaUxt2JoeUNr2qKOk2qY8PfecnsxbzBP1TZ1WYv0aXQBZVOWn3EeY9Qavwh1ssE5VkbPgrwE4nfceagg4CNurPwdJZpOsN9++20IQK5+YKxC3FxM2ihoWCMn1UwcFZZ0RbmmOwl2hjXKpGALHMDgbRwcYM2z4ZaAUaPudZ8t2B3AjCnfDA7TryhfXh4dj0FIh+SlcxygVTuCl3pX6wehTALe/ezV9eEl5h6giwTVTbK4GBxEqmJw3zPz5JwzzsEEnc/+hPS3iF0BVuxmiD3O67lmUZ1zDMXs85ywj3sbpDMe6wogs5/VhUGdqCM6xIaAAQ5iptjsbosZ8DP7/VTDpsV++dr6HtExreOTbJ/4/dhYNCBilXJ0OKvLHLdj5omxBnhivqjvlT6H8VNzqDnekDph0FcmqvYjjA/GFgYyxg9jBxKBfu8V3db3da6JtGKG6jkQLC3jAmmNj2oocV5ltWu53NNtYj1ax7e9Q/NA2JbBU2h82CDnO6JSUc6JTUpuprj6gtgDnrwvnel/Jni7C3KdA8KxWIl1CnBiI98Aq+oesyLDCgZ0kUiQfeZoSKetZ+LxCwZI5PnzAYAQ0wG4gzGDpYP1AVRBceaDC9SoN+XQgVlBSNsS81FTRdAZvdoK6yWJO1NeVix6522vULSblYnKlgJpFHJPW/OTrEZsYUUqcLFrHCYx75h+7lhAAFDOy/kxbLg+5dEnbCHyTV+sxgR1MktjIINrm9Wo9CcnvrPyN3iyiwFWqipbr/Cz8QF4MuMDi+p2dP1dnoEgz+LrPOlUt6AZJj+f28n1cj0sE3Das8CJ9necHauh8XgQ04e+tJuLcYn3hfmhAhuDAq4HMFXXndmtfDB2cwwvg/uUDXP6tAkK91Wew0Hc1bBwn67ttpcyjiNOLGudZV3hMen5mvpTd+sm1796vBB7nsyO+T48f2UaVwae8AfWB7KSy99RxskFBWVPQ1VlA6rP38Te4ArkfPI3sbcU92UfKu7nzgslSY4n6sFvBLrjXgA0wfCk7rkOa8ArmPJ/fktW8tQpbjyoUCz1yqDZcvaL90urexrhboRpwxLJ+WzE7LgzXrjdgyT0DMgknUPKyoCGScq9CbKnHMeN0a6V7YtF1ef2mGS5Uif8SmWzetLKkr5mBcTHViR9tjIvESdVtbsbcWK/1pLf/EafpX4s4CBDP3V1skxPGrXuEYM8K0OMGwJmzSzzXH5uJgWzcwCyOlnUtjEYarFSSLWM6+8taT2nWchJliutydL9xGMAAoDx4D7ib/qrs3+bebKrDY+CQZgZWscRYbATGuJ7mP30uPZ8y7WeM7gn23/xvHWe93wAW/Xzuxk1x1H2seU2gMystxhdt6cBmn9zSpYWc+Ux7PFbGWPasG9Pz6WAJwMEvxTYEPy8cYuRDZy4C/tqeQgHZYcVsfuOe+DnZOInFuliF7tYBwIACEb9+T3Ahr3aWBmHz5cVP7A0uTcxXCnjpJNOWndPOgUBPu8wV3m+XJfkl5TJeTxXjocxyzeMlH3bDtiFHeP5ADRMMLBXuB0Bh17RwOSWdsl5p59++nqqBk80aTv280s98wxpK96FY7ZMkaacbDeTOsJmTbK9oInBz/tP3w4D7NiICG4GKz6UIolrzcxU8JTjAJx84wa0OPYC9y8ginsw1jjP2e9zfsYSxpBz0GBwZJzlY8PLk4HBE6ArwJ7YLr69qKS6AlCcGFS17XmuHDMLwLiwsq0uADPbkZbro3UvP2d1N06yPcJ4wEglzMFuLeYrPBYI/Qjm1fswUqb7tDeCB8i4r8DORi9nPKCjW8wN9TGjTP0JPWE8M2/Q95lPcw8bZniBmEMZU79YEtA6CW6LzeM5XO9548NMuI1E2qgSEi6bMh1n7Ha3Eeo9PpcOnkC4ZmryPwHKdXNOU4yca1YFQOIVcJUirEFx/I9CpUNa+dNpU698s0UK26+gSI0+ayeks/keKQc3F2CndpSuQXd3TP8GqqcDAbJM+0bo0MSMVCrW9a2rouqkZ/ejLeuwR+TZiTDJAvJ4vjogvQElwNSpJyZZnlS3kd89igPXOcrXKS1w4UV4jxgITokRsYLlfMYa45vxnnFHX7c17oS01NOWqRWbFWAFd0w0ZrFb1L1dy2adI9Q7OoVkfl4BVfM5ca0ZMrscuKfHuNmwnFNX/vBbBU88v6/1vfw/92XynsbaaqSlY61nAc54P2ArzUDZgDUDU1e+0U/o/3wzX+ReACn0NeMdMMOepcQTOiWN2VDGIgDFAdepq40oxjNzM2SFUwY5NtBl772b6aK+gCjaxMyQjQLKRYZYH4/L6sWCwTJrzL2od+taBMPOnp6lg6coUTNPvAyW6ZP2naSO7oy8sDRwrotrjMDyVDj/R4gNguXiJdL5QNu46lJG0C/xO+lc7D3HdjApO+WFbSHZpClLx1uZ7gcUwqjhinQcBqsozNDQeRxXwnYsDEQ6/sEHH7whSSD1yqRYrRWvHmKC9ESKog3jlOOwS2HIuCbCJstZRcVqrXyHBcgnz4iioFOafs7f2S4nv+2///6jO9ok46UC7arQMQxwpRLUigsZJti0tplOH6+J/KzY6KuAH0AVyhuFYwuV8WAGliB114XzUNz59mIOg0HrEMd7tQLfUxfAfq5N/885YVyJA/S48iQQARSisJ1Kxcwfk0gEncF7csoITxYI7eeVTo77qi6IyASeVict8GoWkVjdABdyFrLyzsay+6wBN2OLfmKQHWE8EGhu9x2xphkbsEJmg2BtPed4nDvGibAT9zPmFacrqClqmO+4L8b193fP/XaZp/6ZF5gL6ypZ2rW6x01+tIAVhhQECmO0xkA5L10Elg59VcNSGK94qVYCnnggW1M0BI3BZI4VScfLi0fBk8k65SSonAkAJZoHp5PRkfNQVkIEuKUj0zC4tNLBTcfxYgAspkIrMCDGiU7F+ViRXpngtkCpg7ZtxeZvlK8D66yMESZL6kLnBaR6dYUnWKSydSmfOBKXTVt7e5m0HZNyBmgdNHbH0GEnWY3YcurrL2aH7MZFSQAe7NK2Qud4tZrr/ayMDAwcAwKTbMYTpQmzjDVtpel6ePzUIE/X2bEhVsJcw/hjEnLyQICTx2bEdUCJM4ZqDAdtwHiIOD4SRc+11co18ERpV2vY9+P7oIMOWno/m+T/SQWqiNkhB2kzJzitjFnN2n/R4xVcWddDDlCGwRMGLRM8ZcP20NfxZtR7GLRQNmV4PrMB4PFoN6UNrfOUXFLeM8/3djtXhtbzi+tmwEX4gM/3eczjNm74jXmNMccY5Tko3x6llYAnqHg3jKnIfGBs0hHIJ0QMlK2nHAvQyUMl7iZlhwUxxY7FGjYFwJXzSNyX47kPijlgLGUBwBxX5R2vI3ZdVUo1kroQy5RjsENeZWeqFCvALk1cmVl9iMvEFiudn0knz+jVcgzItFOC1O2rrlYw+9VRBnv0pa1y3RlnnNEdI/gcBpBJML+R+4kYKGK28nfOT/syIdjHP8nypQKHCpzyIQ7DCsVuZANdx/1EUJpOGRKpbmxv48Dvdm3ZbQdLDFCJkEIBIGPFS5mwZbDWWMEGNTXGyccN2JyiI/dK7KKZcIAP9Te4RJkyTmGx3B60e8oh7xuTDYqZmBF0E+8nY4tku62dAmAAKNMMwuGHH76t/e/cInWMRapByyf9xPshuv+5TzPH8M07rAlqW8aBmda6EKOyQjBOpLVhgQZzk4Eefdr93fXnuZlLDZ4w+rmee59/dyoGz4NmorjGbe3xYDIAgsKGGnNp6p65J/8TEwnTBuChfSprF29K2GcMvQpmecf5nUTgK0lV4M7FQ9u3SWyFkaGVjtElL9TWHckmoSRpKM4DWJBFG6aEF47ioY5G3Q4KBS3bQqVDUwZLVJ2Dg5xOdhnwPAAbOqDBkycgns2Dixdf40845jayb5f2jVgpE1yIws79YPwYmFCvzibu4DkmBCbofIfpi9AJJ1m9VAbKit3HqpKKGCAYFPHN+69urIhdwQZk1aVRlyW7DhXYOAWB3R3kT4P2p99buXustdhe5yQz44R17NWB1UVQ29QMnOMrMHacXNCg1eAJZU0MY44TWlAXhFAmStzvc2J4VysGTX2Givs9x/jfE3ZlTyp4oq+4L7cMGsT6v2+cUW/6IHMW48DMLOQH5IJXybscx2gZPNEWXPOL2kfPbWfg1GLQabsa+1fbnXnbcVg5Rvvl22SBU+iAGUIEBBTBlrutDDDze/DESsATgcVM9OQZwh2HK41cTH4ZIDwrP1ie/M0KMdAlShWGB8UCykxjAESY5HnZCQz3QHCMFg2UZwmrRTyDY51YAsomxNTFGZaxpgFzBoe1M6HIzWrBhsHSgYxZbUTniRJmY+P8Bs1vl0U+xDqlIwXgoIRT17RVzkGh0wFTLu2Z/8My5R4whSmfPFS8U8rg3T/wgQ8c3dEmGS9W0vxP/0EBW/m2VonV1S1VWiAsYoanKsTqBqSfo3w5BotEDiriDR2Xke/0OZIJsvellToGTB1TPGu1jj0ZMSYBOemzDoB1IkDGrsvleRkrTDiMg4yJsNzERXGuwRNCaAFWtHPeAaLMSpspgMW+733vu+V+NclZpbI+LQbKgKW6vzxWav/z2Mm3d7uoLHGtT60HIMSAhnnXMViJX8VrYMYWqStb6/6p1AGxm67qgPPtJiAM8Fuuztq2jIFWG9t1CBuU8ZP5DTcp8VV4a5hDbZzY5em4wmqYVHDYpxe3BJ5ygxojxA0d8OjGsJVXQUZ9WbykGsODxQerZaGhsTDpULUjO7gOtxWdBoRe81hRN5Sm0TjMEnV3vIU7Va1HHSx1AFXA52e3VeIOAFtk5Zxj1AH3ZBS6wRLgyUoccJmOSN2dHgF0TwzaJNsjm2H53FeqZc3xer77qOOTIvRDfzs+g+txJZDA1lnQWZzBubCydS8vK2nqUt2LdpfbLWnh2eukVs+pjJnvjZvOgfIxKljRm2N2a9hth7J2gD/AqYIn3HgVPFV9O8lypfYLz1N9Y8VsVOvceszlGnxU3Y9UkGLwxBzE2CFhJ2CIsVa3kOF6xhqGCeOvsl78bcOkxf7uKjqFOdRtVdnqOt4qZuDb8Zvegw8mOZK5iBCU/M2KeMgNxptZLjOEJk4cSrBU8BQk60EOmMI6YkkzaJeHpXF5oayCI19EBDCV2CCUTQR/LqvamLx5mVjW6Tg5l//deRzvAINkfy1l88LxHwMSUsc8OygWoAhDA8pncrCCNzNlBo79AUn2STwUL494sKxGTKAotKV94VjSUI0oZ1ZF5jkjKPissoO+NLAN28cKEr8fBKaJjm6wOMlqxQrd3y3FhHIyM8Q1thoNQgwsTIXb7cW4SH9C2TrGASAFwIHN9VYwnENWfwBBDTRlooAt4h5kd8ZtbkVnhWejgmPkI8v/do37fBt5ZpzI8p8xgiImCXC+Gcce7/k/44lxlO8YIxnTKHev/DEoa7ntNgOcJxkvFYxbX89jIgxmWgyUGZq+bwOcalRgUNQ4PxMBGRfOZ0YOwRo4Tn/CKCIPYx9gQFcwh9b22dUYc24Xt0d1OdrwYlwyL9kN54Tb7GgSSVmZy/J72N+Mq8T0wgiDUawbETNcjhtjRf4ic9to8GT0S8MYHQM4+A1FQCcwvW70ywMSr2AaEGABdQ9gogPQsdNh0gA0lNkiu8HcIepzuFF5oXVy8jJH+3PrSiWzUtCP7mywQ17iHDGwqbEn/jDB4FLDnUe5/A6wzSedLx0Oi5ayWKFIbBMTBAJQ8yQMqzXJasR9pTJHSGV/IwYz3uwZRWHF7ZVB/r2CJ/pTxhgK12VbuaLsAUMYJhHOy7fHvC1ejzN+t2VqoQ97ZQ3Hrae4f4sttxHRuge/O6tz/oZZwn3NeyKQnJQfOS/fAU8sNXfMk3UK/9vdxzudZHVSGSfr2KFr6Pt9zEwdH8xvOcZ8VkEJ/b3ucefYP+7HOSyMYIERZZs59jiwx8eMUG2H+ncFkrPCEjF3+jovgoDtMQtWgZjjCRkrjCFCRxgvgCp2+8j/nIsB0gd+jQXQg5theUeDpyA8Gt/uMRgeUCMxQlEWeahYm8lnxEOjVOk8uea0007r/od6TE4WysCyo1NhueZhg7Zhe/J7FHyOpaFhU9hU2MHSqUcUWq6rWc2NzHMc9EsHxJeaerDPUVb0pHwyJkcYLLl3UjHQKSI8P+XQMaAgU+eUnbJybwYDHYzOgvWLdRthRePJJ5+8oczjjz++axOSBzIZps4pg07sDkW7mr1j8E9KfXUCoK7BlBEGupUDAN6xRrA8NVEfit6B1T4PQIMSpm+GqYUBcuySF0oABlByWJGuaz6MNfqZYxH87Lkn8VDeDb7GCGGQoMgjWJC25tFTGBdmhtkNAT2FwmYFav5mf0hiFFHUtoJzLOMdHcQ5XpTh91zdMuhV13+S1UqdyIcAlNkkFg/B9lTgwngiHtjejnpexIuTHFpi15qNob54HevuFkCKYBAYuJnZihCeQp+1kfaz3fMQQdn539nLc47Z1JzH/pr07UpO4BJPuYlxYlcL5tbUOSwwY40xBthyTG/rHfsbxps4qhxfGXiqGU3dOcxC1QoDlmhE3Fw+P6jZHTLgoT5Q/saNh0IiSI6Okb9JDpj6MpmgtCpd7xeHQq++XCxb15ffvKwSC5W60i64Op1M0G4VOpkT59FunhTMUJlR4gM7BNDBdQCNSfA5Exr3p4P7nTnIsOW75/gk2yd9FpTfDyCItCCOFXJwNwqaJb9WePRtuxQ81thZvq6aM3DyohGDJqxPzuX/CP3b/dz9HQUM2HJ6BFuNDga1wsRdwO9e2kzgOHXys/jDqlOej7EVMJXfotgBWWSDdm4Zx1MaIFnMWkzAafXS18bz9Bs63IulWoYIBgrgyedVl10LPMHi1lhedDQGgfst9fc85/7UGifUx89dWVB0DR6gH4mR9YpUxyV5bq2gpoInPCgkA80HFtfgibFG3KFjfVtsUx+bRrhQHZ9LB0+8FOchAtzQOBEmc4LXAoRSwfzNCgDSCuTBc/yII47oHpgNglHMYaAi+DsTAxTlTcAmOaJiZeeTxs3edFjhKcubC9uizn1hyyKkP2AbF0AFkwydkzglVsqlnrknLx6/cwQ2yIg+ZeR5HNMAKMy9YdDIreRAbjoa4NHLZHmW+H5Tj9CZLEPPb1jF5K8iW67pZQCVaU8EpJ5juXYCT6uTaun5OIrQLArnpl9mjCTWaN99991gRduw4V2mz+V8LFvcuOlvjBMMCPouVh7gHoVaLd9q/eabVZzoC2LrvKs74C4fMzfkXDL4Yjzz/J5Uav+FLeXeGWMYV+RnC2PEOMA9l74Ok8SKHvLLxSom3gJF7pw8foct46sqdf9WgfEkq5XKjnpS93vgHTLHpB+RdzC61S60yu7WGCIbPWZ/8N4wRqv7LML8Ybe1WV2nOaguNb4rGDMJUvuh3ZI2vH+m3UYgB2CFiX1MGzlmMsI5kAuMn8xbAUp4So477rj1la05j9AT9FRN84PU52x9HCYA47yIjAZPnuzrjU1xUhHiI0B2dCJeGOWlQ6XTOegVcVwGND/xUka+dECWJIPccw3nkHPFtDgWqzsAwMFZgumkgBXAH4Gf1XJFoRPr5FguOhedOkK7eMWRBwysFAPaHYaXjqXMhEMno6PTDnR+3CpMnDUFg63kykRNK4D2LNOEVPcCDBPuBK4xeLIixHKG8Y2wN6KVq2l2x/35PP9uZcaYZoxF6FuwMhEreyYZ+jruM48hYh9dB8ZQq63oy4w72oc2QxFzX4wuVvvYjQeLG+uXLaCcoZhnMoPdB5LqMb9rv9tJ9hyI8juo48/GPvMOi5IMouyt8cpQ+nR1yflTPSW1npRj4FLd2i2v0BB4qvewy58x9lPlKWN8M68wXzMGmNvslveKOMZYxlPGFzG6+WTMxXDBgwJRUXWNQW4Fu24j66sWYF46eEKpxaLNd+KUYpWBrnmAPGweMGxKOg+Ahr2leLG5hlVqKNiAqDQGPlQUOrFPOZdYqjRkrgftezkj9B4WawQ6FIsdKxG0DKiKIrTFkbpg4eIyjCUKs2a6E9ATJetBgoKnA7GxMa4RXCJ0NlbsYK2wcgcfLwMmbX300UevI3eCu3N9yiMLsl1zqTsACz80VjhsF50/v6ecvLvcPyv27GadZHUC4BgrKC9WsmK42JrlfxsJ6Qs+H/CEUQLb5VV2xB65nxjUO/7I7imUF+fj5satgdC/+5ZVM9ZQxJVxyjdB7XYZ5p5h5ejrdmvShuxSwJjLeMqYYaxFH5x44onrq/Cc98wgtu+d+ruKAdMEnLZHDGIjLdbJIIXx4Ozzed/kcGJTbgA5hnZ1w7ovON6IeET3eQMMFghhTFMGRrKfoQX6KsioKXhwF9owgzTAAGEu2VXcgIx/vDVhtc060QaVccoclbGUMZaxlb+POuqo7njYXRI0e2FFdQXW56qst9vdzFp9hkXmtYX3tgNNo/xM50V4yZUCTCPSuPndL4nAadOBzggKwEFJQeUTYF7ZGPYAgnqH9UoZdDrHCuV/QBCds6XgsFypb30JdFB+d+6oFvUKOPIybyYms0R2lwDmAHIBe85WbEsDy9xLRVlJZxeQkxLyG+WxDJbOHiFIf5LVyJiJ04rTFD5sCdn6UYp9sXxYcCgZLNYaE+jrHM/EeKd/VPqbPuzxVNlerFRbsimbyYMYK9ejTnpWlvwPw80EEMHVYsubZ8m5aTe2LWLMEYNBWo+4FtAtXmZd46zqO21913c5AaftldqPIvOYJ/Ssx1rePe5fsuS777feN/f3+MQQt2fHfdGJixEb6vVZWixSBV3MQ7jivWrQAMVxw7tkFFXAyVyS9iC5NCSJz0WXAKAytsIw5RODhZXggCyPNcc39YFE6tlipPoMmEVkNHjKTskRVpR56xRT50GbyXLqBIwBKCgdGi3nsqcdDBNxDCg3GCj2WGPFH/ckWzhKi2XUTmSXb4LY8oJShwgdAgsU1AmoAhwB1Gwh4OayO6u+MDp0jhFQl05BB+I5ifegTb0SA6AJpYmrAiXPh8SWngQrcMNtR3yVLY+0Td5POizBxsR7AARzPQAUcDXJ6mRocFf3NgqCfo+SMXiCda0rKesqPMrjOICmKtlKuRu4m5aPMG4ctA4Qw6VvwAAzBMCCNbaydywI/0cwtGCcGeew3KQ1cVoOxzwwhkjvEcD0ta99rRsbxxxzzDoTZXcBk0jLoFhEcVvxL1PJT9IvLSA+JIw9L1AgXCIfZ9LHs1CBTWVHapoQmBoygDPO0vcy/wKkuL+Z1zqea/JYzz8APo8Lh7U4rrLqm11aJQsDzTMTAwa5UQEk7DPuuBgriRvOd8ZanpEdMxzb1GID+4yMyuIOictZxGgZDZ7SEGmsAJg8DJO+V6lFWAIfBWMLE3RphAqdCXjIOfk7iSHzIpi8eQFE1tvH6jwYWc0A6ictO3vfMREQeA3jE7cfjWw0TAerGU5bCcP8AlqWMdYD7jo6rPfJ617GbtrULBr1oS290sFxGWxqSN2gWiN0dLNZ9rHD5qUcJzBj5R8glve0iDtpktWI+5oZT0ADCpB+XtlQS7V+cR3AgtLvbB27X6I83S8c40SZBKFj8HihiZ+Ha1DIGGG4tFv1t6JHt1APno+VSzDctmQdu8G4w9KPwRUQRWwTExcTVtUFPM8YxV3fKc8zMVDbJy09Xn+v7IaZD/Rx+inzFIZLZXwjjjMaAk+wNuhux/7gMcFAcTyVx29NK2PAzzhmLsdgabGytT0injMJsyHpJECMse92pN48R+ZF2KaMsYw5wk1gs2nvliu1TzyGhq4ZU9aWwBMTf+0I/G33U77ZmiGNQxCY3Uk0BAF2XlHGy8XFhPVMrA73DaCjg+WTF5Bz0vhkBca1SAZ0l5njOT9/By0DBvOiWGFDp8zfUfq5Z54t5bHnFbEYAY7cA393rmVlH9YxII+ssMQfpc55BupAkGqAUeqJMs/fp5566oZ9ewiAJR6pDvaAxJRLpmbiOUiyxjuJkN05LCJ5Sdx5p4Dx1UtLYVkR+BhCn4HWN9hxktpKuUcc2GlF7vFowI1CM2NTlyZ7UYQVO7GC9XyeJ3FJ6aeshAOwkFPNKUlgV9EdADb6NBmYcf3ZFcDEkfFAEHiUNzFOAU0ZZ1n5Q4ZwXJI2kACAniT63EFjANEiVvMkWxMD7tZ76XsPBlBmYdMHWNxgRrLF3NhQMNuDu5pvAL1jnogXrIZsjXGsK/s4n/PYlJsV6xl7pBQyg1afey+t0CYg3oHyGNqEuZhpzvjLJ+xSGKfETyeeEMYJj0prFd1m3m8FUOgaG0ubAVCjwZNBCzScrcUaX4FSIgCc1AKsSkBsuQEi/HIAOPk7So3APLM/vGA6V5RgXoTjNaDzUX5Yn1i0IGdABEsmSd2e67GCI6Di/EZiwoAhx1/5eU2hBqjBOuU4Pm2eH7FbDoQOOg+9GWEJOZNjJgvcjR5YZGAHLIHscYeYpYJxoiyYC4IX7fueZPnSZ+n1CWMRMFMNmxo4zhj2vWwE2VoGEDCuDRgcT0S/R7HjtrNSsmVt8IR1SfmUAdvN+Mi5KGbHOBnQsxKQSQMQxnPHQHGAN8/owHBc1ljDpPlgwnJ7uQ1rbGOLlR4zbirzNAGo1UmdNMdOomZMGXcw+62AZKT1v+fQfHv1s1OCcI/KmLYMKsZITXVAnbkXq+JhkfMbrJfr0GJw9tqtJziX8Bq74Z1KASCVsUYKkKT5CGBKYDgMlMf7IkxT693WsWTw1GKkFhlro8ETkytK0Zvv5Rg5XAgGx/LLMZglR8jzQnMsYACFSecxW0S+Il4uII1EWjUfBjFCWNoAF9wabii7rnCtMQGZeuSFBlQFzIWVYeVhjX9iIoAyJcgbJJ/Ow7YNHgBcw+8sjSb2IuWQWTWdnrgMQFPub4aPuvD+UlcGiWPS6kSChZ73Qls5f9UULL7npLJPfRO5lYDHHH0bBW+AbQXeYpddblU4FUS1hL7IJON7V0WWvs4q1BglYZxwyZPl20wYxhsMMoocQy3jx24AwGT6OeMr/Z0YjIyzME75m6SYdYLqc19zvPVe+t7pZn6bZOti5rSm2BgzWXOO4379/lvSB6gYkzBYMFGcY6bEnoBWn6MMPC9VZ/tezuEWgfQghY5JEnTEXtrqjPmYdmCcG6yAETKfZQ4NaApgygrujDG2W6mM0xCoaelCvxcbKwZMnhtrUPwiAG1h8MSD1VVpuKqg/KAD83u+YZ64nheaawh2Ji8RVq5jemw906miYO2egM1hJQQR/zBToF8aEKBg5Q8jgzuRDkM9SJuQa6PQcWUaPPEiuCc0Lq4DgCcdhaXa+J4dEA7jRN6LdDLKxtWZ5046gdyLtsR9h9InkzTvCeBUg7+ZWNk2h99h4MxATLIa6RvAlbkwK4ES6CuL37AEHc/QB8R8/VCdrJit0KuLn7HnvRMj9CmnMPACkCxAybiAiSLfC+MX13L+D9DKOGIrDPp5xg5udq+UZXyhwHNegFSUe7Y4ym/OR8Uzu00r2PRxXOh9rJOPj51sJ1mebAU4tcbHou+qGiXMNZW9quVWd2MFGjWuyjrbZRKnhdFDsmYWgzmcg3LqPHweufgBdq4X7UveprjCM7YCnpKaAJbXqYP8PNZz1WAb+35cjgEvenMznpTR4CloEVYIyf8oPo7zUoi/4BjMR4RM3OwtQwAmAWd1RZBfGIDALBQvEfADWMq5pCYg6JnGitKMwCzxW93mwa6JVo4KngFmKr85W3LKDEMVIfcMoIryUbBpYxJcorTJFp6OFuUfqpMU/7BZ0Lwpg/gkwK47DkAOl55X5HEOLrv8zapH4rqcDG5S6KuVOuiRIaXRx0rNYz36JvCxCgWrjmsMIsaWV3+r4x6dYss0fR2wlFgNxzbBKDhjOmMEfUDWcLvo8h3WKR/YKjOzbiMD1/osuEZaE0A9t9V29XuS1UhlPPuMk0XKi7TATt/5Znfq9zzw1FfvWs5Q0LrLYG5jfmNehZzIGMJNdz7tm2kjivnT2xdlHMY9lzEVo5y/7RKvrFWVyuRuRlctUxYCT2mcKCkoOlN3NCyr0sz+MPGykgzLEiXHtixsSwK48At21L5jJOw2Iz6IgFKoSCzVnBNlG8ElCAiB3cLNRwfgXqZkebbcz0tJ/Vxul3pPQCSBt7g0Y+3mQ0JM2pHAOvJXOYaDGCZ844CnSkXyPPibiUkz8jagAzzhAuH5CcKdXHerkz4aGqlKw//3Udl9rFXfJN3HOI05j76xqOvDEw/K2LGNGFoYT8RbpH+GebWbjvNIrsfiDJioGCMocBaZsNAkx6Pw83edDOtEhn7y8/oz9K7myQScVi8t9mazLFItd+j/+lsLOLkOld2t30Ospr/NQLUWFhE+w4e0JBHmZpip8+2eg2oMLCCMWN2wSwFJYZsyv2GcsJjMK9z7XOF+plabjmWiartvBXSNBk+AAVxMzu2C39QvGMDjFQc0OGACoGX2yCDDeWOsjABSnEPZBL8BJrxZYPUfs4oB69YgKtfhdgQ9U8esSMjfrPZJ2cR44GrIOQCT3D9KOELH4F6slmMVYToUq+q8JUQ+PLctaKwEgvJph5xn+pOOEiFY1+kKjPZrHIlBK88aC31S7KuXPiBksaKfB3RaAKpVTv2tljFUzryybKHaTeLjVtL5ZDyRAoWUA+nHuOQjWK6MRVyAWMWsFiZgPIocNx2gKf2azUgZc632bln5fk4/PxPUokq6ArRJVifViOhjcOs1LdBTZWicDJXla8aM2yGpz2FCgvhk8vuRJoH53O7DVmzvLoEnu+cy/8TgjxFywgkndHNbCJiMMQwViI3W4pJFmNdWu/m3+ux9htCiY3Q0eKKRSTZHEDV7qHnpcFfw7oZGYHXycsJeRYGFvouSM3sUIb9TCzxFcOsRd8X/BJja78pL8YtPXQKMKA/WK98BblHE++yzTxc34Xiq3CeB4ol1YtsZAljx1+aaAw88cJ3SJCAelos2IHA8YCmKnJimHINxwiIGIHoZOcARJU87pG6AQDNOPCvA1XmkquXAM/u9+FwC3SfZHukDRUPKeOj/1oTfd68hBTSvDINuXwugwaXOh/gltnZKXyY1AUn8iKdMPyaOL2WxXYbTBljhR9cEGCVAlRV0KHF0EfqorpqqDNo8i7+21dC7GnpPE2havQyxr5bW5NwHrvuun1f2PGayb5yNKZv6OtaXNAMZUxlfGVMYKTVHk68xeJppjiFNCouqjjzyyI7FzcKLHCNg3Jtn96UJGNsm88Dr0HUVTC1q5IwGT3ah2a3Fx4kcUVp5AQRksh0LdB5Bo3b90QCAIhoWd5j3wstx8juBoqEdCe7GtRexdesG4t7cA4ACMKKDAR4BKjkeoMSu2pSdjufNiisljHsux9OxyHoOcCIoHT8w1KkD4R2blDpQrlc9eoVhTTLWvfjdA4HjXAMrFWFBQAVXjuWYZLViK7iCmD7WY0ghzJvs573XlsJugbO++2Gh+l5OnomBhuudhRvp51HupPngNwwLntP9nJCAjBWCv/NNDqcAJ8YaRkpdAdhqm75JEx3pNrLLv7Z13zuYWKftkxYb0SdD7MZY5nZe2a1xNQYkterkj70JzA0wTmQDz/jKOMsYyxjM3+RaI6Y5dfC+lz/dTR6QpzBzd5imjLEYKsQ14V3h3FbSy/rc9XlqG8xj/yrD5Laox1pjdKngya44MxFM6g7whloPSxGQEOo9/7N5KWXWT14MlB4+VfbxycuM0kQh5mWnTFblpeFghPLyyHbKC3LdaWSCn1lFR8Bp6p1ywyKlMxG3hZWLIk+dEm9hYEa+JlbOGZ3neHzAbKkCvZn6orxZMk19Y31nxZE3Yk2b5Nn322+/dbRPKoVckzqx5BQmixiufOd9ZFDw7gBNJGcDJEac7LAGvE+yejF4GgJQlqHfWuf2Kf15Chy94HpyTo1f4DignGfKGE1fRFmT+JbVs+mrWXSR38MIE1OIEZFvllWjkzI+Ml6iwNnMl5QEGXtYx9Yd9Zlr3iYbGfV5zajxm12HDmmYANHOkbHACRliQhZlP+aV7f/nGT31/woUAE1enRo9njEV4JS5jE/GWMZkPEQs7HIqAgyTH+yOK8xclb8z1jKPffWrX13P4UT8rlfazwODFYgOgZs+AFXfaW0PA6jNykKpCqwkcas5tbwrBCLNMdxUTjLnctnbDsUHw1NzQpE5GXowliQUez5mnLwNQ6UrTTdiuVIHniMdigD2nAf7w/Jpx1u4DrBwlEuQdu5J8Cq5YwBPuOfcqYz02X7FKwABq8RyeHk4QAhWzauFzPDxjlI/npUJABrW74fnrPslTbJc6QNDi5YxVpGPpf3n3WcIyLXuxaodDCsUOtZuDJSMwxpfmL9Z5YrLnN/RDewQEMOEbMYYLKQAQaG36lyZPD9Hn/Ifw8oNWdWT7BmZ13/72I4h6WNDxtZlrLRAQnVb27vDVmfsqwrbxMe7dnAt486hHv+7GzRl/BH8HcaJXISZ0/Ck9LnoxrDgrXZkrm0Zen1GZt/3VtinhWKevKqEYGZv72Hryokqg2QBAAR8Oq4mLxB3VhqZfC5ssQKtH6DgVWh5QZEo37x48rWkY7BnHY3EvdIpiOwHPadOiWUiyDy/xdKNAgc1sxw6ZefDiyM9AgKwyT1Jj0AnYksVniHPl/9TZ1YcUs88DwHl7PXDhGLXJ0HvvHgAEMG1pIvA1UaAOBMNO1mTjNDPkONkT2eiYuudmgphkuVJH/vTmohrXFFlfzZ7z0V+c56wltSVQhhEYVRZKZc+xn1gmMOqojsAO2zDkt8xSPJNol1SEMQKzphJHBNbHOESd/qBMc9bFXLfdZVp26w7wPcYM1FPsnlpjZehCb7FbvTJZpmosWyx/64fmCa7xIknzFyeuSx/Z95jWxYWZkS/44UAOKH/mRd+8IMfdC7wjKewuhmfmb8ZaywG2wxo8jm0c2WBx7RLbRv/Py+P1lLBE5WHTQIE8WA0khkY/8/yfMABShcU6wzksCMAAQM3U+S8FDZNhL7H/UcdQNwEuRPLZBrTmVJTvpfy528zUU4I5pcNk0UOKYBKlHiASsASoNIr5Zwrg3KZkJykDDcFzJpZJOpC3TjPKw4BT5RLu2QQRbyhJe+KNuEertsk2yersnS3Q6rlHqDOqlsCVFmQwYpWGCeWShOL6CSZuOetQ1gpF+uXbZrYtolzalLYvroOPU+rnfsYJ1vMrXOqm2KRCXqSrUl1I1UQ5e9In3vIv7fKWlSGxnLr3gYH9gQxhwKayIsW91yOEXoC48Q8TZ5GduXA05OxBKt7+umnd2MQEoDfHSZSwem8NukzHIfaZGiMDLFL28Y8waaQ9h0GJgqKBJF5KGcbpYIEUgflApoMJpiU+ZuValGiuNsiBJI7DQAsWCzOdIJYqyhNdm1Oh7n4xS/e3ZvtS4iRqL7gdCaAFi7H3I/gcJSvswgjJAYjIBxgR+r5WMGOscBtQWZx0DrAh2BZBLaNfFWwdyQDjLCKMNYBYNfslBNdkoMr7YwFkWeMFRJhYssgy3PhkgRAT7IzZacBKDMy6XsZo1HWYXed5DVMFJv/ZryhFxiPGCe4CtJnGVMZFxk3KPKMQRgrjDQr8apAx7gcW78t6pIZq5wn4LQ9YsO/BaK2wjy1rl9E+u7RByIcl4wxknGUvzP3Zi5J7Gz0OqwvLC8B5LQFcyfgKN+EmzCffX13nC0GTN2yzXkGN9sWfQyUpdVG81x0rXjrRWU0eOpzGeADrb/TKe3qM3NhAFIDugFH9d52PUUcDIc1yT1obKxZgp+dWwZWyTmPCJgGPLGiz1m8zQ6Z3YEBI09VxAkrveot4rJgyEgz4NUIjtfiuWlXp2IwHQnY9QpBd+i6JYH94nRQPzPvYSs05ySbl0Wo/HmKfbuAVa0PYJ2YJhQ83+RWI89T3TrDezLCPGGAscikj2mqLjXXr69d+tij1rlVxrBJ9RyfN1SvSZYnQ+zhPOapdX3fsVZfWrR+ff3Exx0Owwp3vAtsXs/KOhZq2INEZnHS6LDHacYTY41Yp++JOKl719a2W2YfHnofbo95AKqPiVo6eGLidmyTY59YZszkjQIjuJrYIQADgAPJCw8KzndebiTWY66hXFbfoBjt1gNEgIJxD4RJirCRaM6HwcEKTv0AKSQLAziQWwZgwYvK86HAUdx0Jvayc5Zxv3hci7QDzwOV6g2DU2aemU7OCjlYuNSDtqMjkags/1/ykpfsromFTjZXLHhnhE9bhYEC5BE3BduY883STTFPk8wTTzDpM4lfwvplVV36dJhO0hEAoJwIFys4fTr9mABwQJM39IYhnRfXRL34XiVAqcCpKvu+31vgapLtlT7mad75Q/1pFcwwhjMpdTKHZmyRJ23//ffvjh1wwAEdcMJ9xzgzy5SxFddcYppgnJjfcOP9bLenCNLAoGlVwKll3PSNqQqIWsmfeXYnA11EFgJPrkh9GPs2Peidxj0faD3KdN4lHqIuja/3qI1S3Wj+zWxRhPOweLGGaz4WjhMMzwsCsLAVDC5CQBNL/yNsIcF1zqlkNqjW23mrqmKvx5zIz/luYI+8ueOQteSViDU4j2OmNydreLXSR82PkbGMyna9Q1zFGD+sWHWsoVeJ8tywTDF02HcuijxAKUoewwNjwop8kbi8zTAB89qwjwVsvdc+4LTd7+ncKENsQ1+7tybqef1gXplbFc8dTjmD4W1G19nDGTOZxxhnGWP5Jm9TjjPWPMb+twGaWvPVVp5paPxt1ujoY6KGrtkSeAorkUo5J4qX1GPt4apjD7RcF/RLI+cl5aV4l3S2EmG1W6xLVt0R/xSB2QHQ8GFLhaDp3I+UCHbrsedbzs31MDKpG8HnEQK+YyXHIrbLLc/HvjzOGQNTZOaH9ojgCvNzRgjEg1rNb7BWsRZA+NSL2CZeMIk6CZTN9bBcAKrjjjtuPUYtv5GcFErXKBwAmeO4Y+1upWxcgpOsTjbjdttp74QcRxmT6VPpq6zqxHVnA4pFKPk7fT8xePmwMXZYpih2DBX3cwyyOpG1EleummmaJ33sRZ8VPcnqZFFXTet6vrdi8GxFmOPIa5ixBrublazOoYYHibmaTeizEjzzbua2fMP04ipnjDG/zZRweRmxTYvKEHAaep9+X2acKohaOvMEI0HDUdGaxbvlQ6xxSrxwgw3KZdKm7Bbb4nvWct0oZmK8ApCtXABiNQCca4i5IDtqOlo+bO3A8fqCHKTqjKyUzXM7BooJgIGAq8zJPbmeejqPk5+vrsSzVMug5roxYGyxiZNiX620lM8YhdRiRYast+0QxxFi9cLq4hqnr2LNMi5gmviwWwGr6yJe+cr9tipDjM9YNmie9TsPQNVyJtl+WRQILXL+VnVoZUrsaTHrVFle5lfmogAkiAAYJ/amY7FFZZgqaBoDnFY5Z/QxT/WcvvqtHDzZXQMLQ+M5sy5pBUhmSXAZtD3MUc5nY0Bvaptv8g3hbkJhwkTxkGxfEkSd38yMYcESzEaWcjZDZJWB44/8LGT55ngs36ByJwiLRcyKOFb85NnYPLiCweo6JKkn9yV1fayFxD8xEGCJaHssb+pNrJYVNolJ853fvRGj/dZYHrFU0oZpJ96HfcLcmxiuCUCtTpZlve7JdwSAT19JXyamKf2YVZz5n+2WIlHcGVMZexlLGXMwTvmNPhgh5o4Joc9N1woU76vvTnWTTWNttbKV970nWMJKTqCrM5bYA5LdN0iGCeOE8c92YGGcME5w07HbBnNpK+VAq912Aptb69cCRJUMqLFQK1ttZ0DAcvpWaoII7AtuNM4z48SHsrtK7X7RHHMcjgO7+A2A4SB0sy4AjlYm9MqUYQXjJuM5SSZJmQTAe/NEAq0Rjtuy9sszGq5sT+ulcryWQ5uZecKl6WzgZtfMyDkei3fm5zJImxT5JGOlxl8wTh3fxAIOgr0JWiXmwns+bsVKXERW6XqZB9Cm8bW9stn3PI9Z7JOxAH1euXUcMFeQcsDMro1fxlrGVYwSGKfMbTawbZC05ptltOO8ZxzL7lKW30kL2A257DejT0aDJyrgzWvz/0EHHdSh2zQ+NF9elpkpu9BY/s9KmZwDSwLrU3Oy5PwICSahIInR8YbEFqdRgLUKIo8iJ0tq8l8QKJ3zoDmpb2KGYg2jvAkWz29hmECqxHDlngFauR6XYNqHlUP5kEyM5aPUm9VtKTssF23AaiMYKFYXAY5StjMu867yfyyLtAGTFm2MCyVCaogMIp6F+BOWkNPB2PpirEU/yblTyETPBr/5wDQxxlmtkzGdPs5Yywd9kk91D1TL0WJ3dmRs4DhlurxVMlFj4jIm2R4Zer+bBdKrAOC1b9pV5w1+M9bYYiWCCzzf0d0ZU2yMnf/zjRfH4SYt99xOldmcEAUTB3UV7mbH+ULgKWL0Chiq7Eal+qrAaBDj4xQHfhCupXxWs9VOBFAw61UZJYAGiSnN8lDvel/AIoAEpe+NdH0/rOh0QlisurTfLBupDJyriT0ACTbnZQNKuZaYD1bBUb4HLQwZe385xsQZ1r1PmH+rK6Acl8K7m2Q1Ugf0WGW8UyZe9AIg3dYwz4LRkz7K9k2wTgSr9vWzsTEWrXYbaksr4VVMgENKe6e8u3OztOaWzZSx6HWLvPsW42SW16vEmRuZUwjTADTlkzmOsWbQtMgz7FpC0D0ybzzMG7stRsrelmUxaKPBE/lTnL00Qrr2/J/VaViRTPhmn0gJgHvNiSkj3ofNSRuDpPPNLs0EwznqP98wU2TJpuOQFZUVY7GIL3GJS2zYaoU9r5LbwgnAOF4T7vE/k4J9zwR7p11yjHQBgEDYrTxXjoP87bsmWSZMG23kDoXVziDJNeTIqu5Q2DBWYeS5ci3lcT4gypMczByTXOo7bdGyPVLp6K2W0fp/FQJYZ/PR9PWMS7ZmyhgKu5o+mDEXpZ7/GQvsMWmjivHculddQII4gHxsjEaNldjuWI4+K3qS5YtDQQxIhibYeeW1JvFli+cb4m4zvsgVSCwvxnOYJvafIy0BoSd9e9Dtib4/RuYZPy1xKh8vHvMzt7xXSwFPBD0bIORGNDr7VcFyUGEEoGTGx4iZB6FxzHoAcupWKtyfRiM9AKwOjUyQtwOe2YYFEMTSzaDydCwyFVNv797Ofb3ipwZYe0m/M4Y7rw1MUJ0gawZxs0rVN+ucWRGoWlyLnO8VEzBobNzcWrFHDhCDKlYWUtYkqxG/32VMpLWM1v/LFsYw4xeDy7nEosQz3qLQwzixB6T7KWWhO4bu1/csfZbtdkoLAPcd2wn1PbdI39hyf+qbrFssIn/PcyMtAxybecKIJ7YQQBhd7c3lyRpO+I29SEMpB+YxvMiiz9U6f14Zi4yHyty32Kd5bNSWwRMrsEC0pvhgNgBRsTSJy8m5ACsyWufFRbGyhxqKMsg51yVOJ8fCkuR4UDMTOpm0WfGWe7Bpb+4R1A3ixlLNPUkWRq4LFDXAIFYvzApsS+5JB4s4MJ5M5ABJ7gVASifOcxvdwvQQAxVmCkYHYNaaJDxI8neeJbFaTszZvUxtckw7pW1yHjtew6bBUuVYPgw8Oq731YMRZA8+b9kyyWpl1SBnVUJsI32G1bZ5nmQwjj45+uijOyMl45icZ3X7ooitYgMzj7mWay7SB7jmMXHWbVuVzQLgiYFavdhYbSUBbjFJfaCoAij/tmohvpeVcsxj7EPHJr6Zp/EOVeC03YzTrgXiC7fKArdcd5V5qsTEUjcGZkNaWA7f2GkDCEAG8OB+c6yDl9fD8AT4UI6X95OqIGDLbBGJvLif3VcwUIAj3GbEV8G6UJ8oc7IVW0HjooOhsSvLSSZrZu58AGCktYepogOYNp2XV6nGVrFZb+odIeYL1yp1Y48wNkoGTPJO2DnbKzNwubBRZM73e5y2Zlmt9Fm6ffE7VfrOqcq/bzJYhuKkn3rfSGhzAlUD6PNNvxy6bwU71chYlMZ3WXyPdettRfrYitZ52+FePbcL/cgGqtt+jNu8D+SOKWOrLIoFYz+CIYJ7jvltHnBa9RjY1cNUDbF1feUsWrfKNNXjixoqo8EToCMvgPxBXmacG2NZcg65l6Ig2ZyQWIZcAwOVsvMC2UPH2cMBAna9gRhhwVgNZrCU34kVggnKuQERsC25b1igXHPCCSd0HQ3KE4WOBc2GiXmmfEiYSf3Z+4cX4UB6OifgLvfJ72HWUnbKAaBwfp6BuCgDKM5LPVNWfo+kHCyoHM9zRuxi8ybH3AtGIOfkfQAwiVvjXdO2kQk87RnZrol0GZM2ihyXdb4zxtKvjjrqqI5tAtBj8Ixlesw4UV/XvT5LvXbo/z0hfUC59fckyxWDplYKm3n9owVyV/2+DAKc9484QpMb5FlkjmFeG1rQtZ1u0V3lezvHo4HjSt12uKZgiUh451gaJm5WmxHUDaggkDpCfJIn74CKmlUbcELgtbcGwdXk+CaYonxYeeCBga8X8AQAjGswIC/pB2BrUh7l0/HYdsYxQ0wOQfcGTwA26kf7pCNHLn7xi3dsWu5XWaiUT0JBZyIHwJBcEMDKN5ZTzQ4Lm+QUBbgYeS/eTia/UQfuZfflJNsr1TIcq6CHrLlFLekx9fP/zhmTfpi4pvTLJL7MWOe3sfnDfI7jI13nMWxOX51b99puZV7vP8lqxR6SuuJ7rPQxVWNkM0yUdQEeC4wQDHOOZ64h7gmiwwTE2HuuknHatckYp3ljfd55lYlaFEAttD2LhVVZrEozDRipLwgF6iSQgCKsU9xiHCeY2h0kf7NPD2ADEFTpf6xfDwzAGe5HEDn7ApHKHhDiQHjux7YsKT/Xkf3bmxCTe4Nv2KDUL/dOHUhM5qWi+T0ALgHtzgQOOCXglkEBW5Qy3ZZ8aBM6UepKzFhNNwGQzTM7iD7v2O+UeLJJtl8WVex7ahJO/0kfTX8J45S+S7wF/b0Cwuqq3g7LeJ6McdsMXbvodXUymUDU6mUZbVwBVP1tK3UZcklj1AKOIl4tyHHvU+pxtSfG164F2b3N3qP+PQYcryTmCWDAC4KZycRa93aL1Jfk5f0c8yaFgAPnF+J/u+PyHQAQgEG8j2MruCcvpeZkAkiEPco5YZwCBgA5xPUQY8T+QHlOWCqSXAI8SMFAjBPgiZUPATYkKsvvBLfHEscH7XinBIPnQ0IztyNxSAR/E8xtl6ktDOfKAYjyjbUCaMUFamAKWOJ3M4mT7AwZUtyWMUp9We+VWD/iG3Nv/mehhuvk+KWtKrg+1mherNeY+60CQI19nklWL2NZiD6QNAQG5rlnW//3XU/9GDeOY3IZjqddJXDatcBY8odjHpOLtN/YOlSmq++ziIwGTzQ6Lh9eBpM0CpKl7GGHAhrYv81giMmaiZ+ycQcZTdOYxB5F8hsuPs7PPQMg9tlnn/W08ykP1scsS8499thj18sCUHgZNXUN4AG589y4t6gPAe3OYZPv1IG4pQi5kygDwMY+fAFKgJZMNLjlnLqAtqLeuARTT95BzuV3WC53DFyWKRvXCuIUDKmb3at5DjNsk+wM2QzDwfktgLGMd8sYJu7CRlLL5bYTpboEN3v9Im7T1sQyyerEIKRvZWbfOOkrb1H2qL7r6lrucwka5DmnoqUGhS8TOO0a0Tf72mOeK22zdZk3phzfVsODvNpyqeCJF+P8SlaQVBpaPsHQ2eA2IMCxQLiOAAg1KSZUY77NeHhD2lwbQGY2KecHKISRglHiXrAl+LajxEmHEJDnbNsoeILRyXbMZqYARhIAEutE/WmrPEOC93LOvvvuu56HA/AG2AIcwQbhLkt9qT+xSjmOywwwR+B46pn6J4bK4ClgMm44Bl7aJWWH2Qr7RrtYgQCWch3gN9enDfIN2Jvk7C+ros1hfSNsyt26N+fWY3ta+timeUq/j0kY81wTcNp+qcCij3FaZJwsCrZbAMr3bZ3fqj/zcosRG8uojZVdSzImtqJ/hkBnPYc5tgWcWJhmj9PSmacI7ioASyZ38hlxDsvkSYKXD0oBIMDqOdghwIMpRh4YgEH8D2V5j7vcO+WhqAOKcJvhGjONCRuD+4DVarxM4qW4P5+auRu3Hf+zOi3gg+zfpF6AFXIcGG0ZcVukvqwUZLWEn4+4MLN1pCagfPYyynvgnfA8ADzqRuoFQC3uwXwHgOGidUqFSVYnm3UxDZXVkpZFO9aiXPS+857FwGGR5x7L7GymLcdYzXWy3CyAqsBpM66ESRYTMzHuH/VdVMCyyrrU917HaF9/arFKiwD/RVm3XT39fF559d5j3HF9oQktANV3rDJPlYVadLwtvDEwMTWAmLAqceeQ5A4XVSbYMDYwTw4Ap6IkhsS1RoIvyo/griNNQu5D4r3uAXa7kGBMiIMKs8I9ibPgnAjpEZzY0qvQvGVK6scyf+KEAHusqsMVF/AS4OYkomHiYKaImzLbY1chqQlYycdzh8WCcQs4u/CFL7yhzm4rgnFJjpnywsjRbnkeUkUALPMMYZYCtuJmIUg+9zn44IM78PbVr3512tPuHCZ9LoGx1409N8L5tu6qomdcDVnje1LGuiDGgKm+aybgtL3SxzTx2Q7gNCQt0FBlCDgN9cUxbvsxfX5XD5vUx5yNNXhaZbZAZB0zzovoc8w6OSXSZlZajgZPTkqXG8BkwGB4+xZXAHAAkHFwm2kyT/zEQsHy4KIjRohrvJrMq/vM8ADGSALp+Ca7HQEcjjHy1jAo9QigxfmnYKFITBbBzce+gNSb8wOCUlaAGjFbrjdxUdSrujdhrXjeCOCW9jZg5X24M8HOpa64ItlzD4BJrhAzgBPztD3Sp3w2c/2QIuuzbvtk6HwrORRW63itV9+EtUwZKnusQh+rYOdZ6H3HWtbzJKuRvvxO9Fv38z7X15gxM6bfzbt+K1LdUX35jRZxOe5aoL5DBsEQo0Sd+spugaPWu+ScGt9U3Xkrcdu5Iiz1xzWVj0GT8wABTIjvieD+YXk8ZeLOI0cR8UddRXdn1c75uJoAYTQuHYL4IoMjQBfgCWDACoXcE7AEcIgkhij3ZRdqni/lpQ0CVsLKwF6xbUx+D2PDqiOveAN8JB1BziMLLADPbkaAZ+KTAIJ0KJ7N+wMSvA4Yxb1Hp+B6WDA2keSZq4LI85x00knrrBjxWK0NWifZHhlSLPw+VglW4LSI4uxjrDzZtJimqrCHLMhlgodFlf3Ya+ddt2jZE/O0fcJc5Z0iIi3AVFeE1oUP9W/L0Fjhu48pGutSH2LQWkxMfa4xDPQifXJXObfWYex1/D/ErlG2V45XIMV5zJfMgdWFt5LtWSIEbeMCg/nJRG36i9/zv7ORe3sPvtkDz/E6ZBYHDNl6JdaJhwUAmUHCagAsAdxggGrgO3FKNfeRQYdzRvG/V6vxPKyg84vOvQgYr8u0yYTOBxDIM/LyYbvMzjkHlDtP/R9xSgQzczB8uCXrh/dDW07gaXUyVkH1gZ15Lq+qjDZTjyGgVZVwtd5dft+EsqiCnXfevAlozLGtWOTzJtiJedozgjeEldZON1OBE32V3+tEO2Y89L37eczMGKnjzUxMBRIOG6ljczNjpSWL9Ol5rFyrbi7XxE4FQr6vwVNdaWeQuVTwFHYkN9xvv/26SZwcRQRgh5XwRrhsDJzJPivvci6ByyzxJxg6mxZGiG2COQrbAluEiyqTO3mSeNCwRizzzzcr0GhQ51qCPSI3E+xW6s9WKak7q+sASuwPRFZz3GMkCnV9SVhJnbuG3p2ZnJcGiCMdQc7NPQGaMF/uaPktsUt5F2zEDMiiPb3PnweJg+r521nFYRBxSTKwYOdSHu8Xxm+S1cmQIvY5W2WetlK/6q6YF+dQLXcv0KjPUV19m61j6+955475f0xZfWWMvdcEnFYvhENg7KKbK4Byksm67L++qzrRzwMGnuRrOWNZIP6uYRlOX2M2xvOCn6vWdzNAflc5f0y/r8/ZYvX67lHB01DaAcc64fnis7LVdlQON1Jd2eVGroyFXWRUEmVqhokyABgAAKN/zmM5vlfm0SAAHK7L+bj3agPxt3Md1YSgNU1D7Wx+Ue6QsExmr+q1tb2ca4ly7UKrsWV8A4hgBp3E0wwbZRp4mcb0pAhrxf/Ebjmgf5LlS5+yqYBoDPPUKmfefcf8vohb0H/bYjfztJn6jpHNPvsyLO6hMicAtTMEw9PxsC3w5ONebW1pMThjwE9fsHLLxV2vrdd4bvP8YPeU68kc1QKFLXA3RnY1XJF911fDi7/n3bOCpgoSq8cF8ZZvuO1abNVSwZMTQhL/kk9W1JFygA7mhF3kC8qkzjJ8JnOCpLM6jQzckTAwTgrp7KkRXEhhgsLAkEaA47lPWB5nM3a9IwSZE/QdJs2b9bKyz41K0k/216PhHU8FM5PfsWZgclJXOol9tAA1gs/NchEHZtDkLWly7/yWmCxio8jnBIOGYoiwJyHtyd59Tl9ANnUAKG2VPcmG2IVJliPzrK0+ILWnxYqQ8cH//I6CQ+Hxex8wXHU/G8swLQJmtlrGBJy2T8gDmHmBFcYGEWZo/EFaY9AusSGX9BB48vWLgKcqjDXAkw1i5h0nvK7gqQKU+qyznpVvPFeVFltXn7vFUrfu0QeaKhDyPe22I9SI2GCH6awEPNWHh+YE0dlFVBvDjImVKK4kpGUBRJyLwYwXjeH7hHmxa4zySY/gWCFbv3SoqrwNDgnIpmxeCjFT1N+rNfzSfS338ouGjXOHMCvlwVmZLNgyT1w8J/dwnf0/xwCFbl8PuCneabUyTyG6T1l5bRbYtizeefXpu8cQ6PE4aCkpM1Hz7nN2B1DzypkA1PYI3hP0rWOeImab+B4LnipD1WJy6qeW0wJgrXv3HRsDnvx8Bi4VoFQwMpuT4qEFCOfVt1WH1rdBk8FTK/i7BZ5w1ZqFWpnbLrFOeSC2ReEhzb7kE9aC+CNinwJk8mFFWZioVJL8UMn2nbLowARDsyoNhEjSyAhbvhCrlA+5nFKHxFGRD8mgh8zdNCDMDBvmslkvlkgFPNzfWb/ZPy/MFO41BNYrwnMTr5X2SFs53iv1TFwTyT1JimnqGEYt/xPgTecPE5jnIc8V28uQ5yn3IxYNVotkoDwnK/t4LlYgsmFwWK4JQO05qQBj3vHtFNehftuFkG+MLBsodiNsJ3CYB1Y2A5jqZLisukyyPMn8AHjyvFaN1SHXFkZyxAYxAKAaq31B3JRXCYfKPpmprWC8j6WBValgpj4Xf7dAk0NIWlLHef0YCLbGRmXbahsj1iF9z1efFTGwcqJpCIuVbQxMo/rBXVkat6LlFkPiBqnBx5xjGpHza74i+3FtuZrNcn3Ji1Q7h+Or7B50Xf1pdXozOR5M9cUZ/bcC40DDxD21XBpm5+pgd4dwmbBRNV6ptrEZNT8b19ffJ1mdLMIK1X7Sd01VvGOYpnn1atVhDGhosWWtSWG7ZbMgahV1nUDU6oR5zbrRoB8dC6hvTex+P+jlltutNe/0MTR9QMK/u0yP6RaAsjfB5dTnMniq9R0a17PC7rTYpyHgxe+VeXKZfqaa2LJ6SyrgQioR4rmy75o+2TXb06bqJJNMMskkk0wyydlIxsOsSSaZZJJJJplkkkkm8DTJJJNMMskkk0yyiEzgaZJJJplkkkkmmWQBmcDTJJNMMskkk0wyyQJyjgVPxx13XBc9/7d/+7fbfu8PfvCD3b3zPckke1I+8YlPrF3rWtfqUm+kT372s59de8pTnrJHVnBlLOa+GZtDsqfqN8kkO2GuuPe977126KGHru0UGTuf/e3I8X1OkdGpCiaZZJKzlyTVxZ3udKcuf8nznve8Lk/XIYccsqerNckkk6xAnvGMZ6xd/vKXX7vd7W63p6tyrpBzbKqCPFaSP5I5dDuFLVq8efEkk2y3HHnkkWuXu9zl1v76r/967f73v//6cbb7YdeA7ZJYpve5z33Wjj322EHLek/Vb5JJtlvC5tzgBjdY+8AHPrD2G7/xG90xtohhe6+xkoTPd7zjHZfubWnVsSXecu3cwByfY5mnvLw9pXwDmCbFP8meljPOOKP7TnZ5C7uK71TZ6fWbZBIM5FXo+Rj8Z0fZuyRmPqfL0mgR4hS++tWvrt397nfvNqDNJrtPfOITOxboxBNPXLvtbW/bbWGy7777rj3nOc9pKvv73e9+a/vss0/XKa985SuvvfrVr17/Paj2Qhe6UGe9Vsm2MbnmD/7gD3pjnuJLDjo/+eSTO2ozf6eOuaZuN/KNb3xj7R73uEdX30w+97rXvdY+97nPjYqjavmIg9gPP/zwtc9//vNr17/+9TsXyqUudam1t771rd3vH/rQh9Z+/dd/vdvi5jKXuczav/3bv20o8/jjj1978IMf3P2Wc7KtQFwyLf8y98h5Bx544NrTn/70tVe96lVNf/S//Mu/rF33utftYmKyLcstb3nLtS996UuDzzfJzpf09fSBSPpJ3j1WY40pom/8zd/8zVncADn+z//8zxvYrFi3GYcZb7/2a7+29o53vOMs908fuuENb7ihD47NSt+Kecr/D33oQ9fe8pa3dK6JlHvNa15z7Qtf+EL3+8te9rJuPKVOec7azz/84Q937XDwwQd3lvFBBx209qhHPWp9+yML90hZGbN///d/34xDyfM8//nPX7vCFa7QnRu99bu/+7vd9kWT7Hyhn6VP//Zv/3an66NXH/GIR6xvEVb73+tf//rufacPvfvd7+5+y3xy3/vet3v/OZ7f61iKnHTSSd28E117sYtdrOt/8Y5U6etrf/mXf7l2xStesetrmbdudrObrX3yk59cr1+2Hst8SYbtlIMsu45jY57yHLe61a26uTC6IuM2z8Dc+Pa3v339ma561auufeYznznLXJbnuMQlLtGdE+yQ58j8XIV75LxLXvKSnU7oi5983ete190v9Ykuu8td7tJhlIVktiR58pOfHPff7Igjjpjd9a53nf3VX/3V7Ja3vGV37LnPfe7sMpe5zOxBD3pQd/za1752d/xDH/rQ+vXf//73Z5e73OVm5z3veWePetSjZi94wQtm173udbvznv/856+fd9/73nd2gQtcYPajH/1ow/1f/epXd+d+4hOf6P4/9thju/9f9apXrZ9zr3vda/bzP//zsytc4QpdOS95yUtmd7jDHbrzUi/kpz/96eya17zmbO+995499KEPnb3oRS+a3eQmN5ld+cpXPkuZLfnABz7QnZdv5PrXv/5s//33nx100EGzxzzmMbMXvvCFs8tf/vLdPd70pjfN9t1339lTnvKU7lkPOOCA2fnPf/7Z//zP/6xf/5a3vKW7/5Oe9KTZy1/+8tkf/dEfzS54wQvODjnkkNn3vve99fNOOumk2YUudKHZhS984dlTn/rU2bOf/ezZZS972fW6p12Q17zmNbNdu3bNbnazm3X1+bM/+7PZoYce2rWvz5vk7Ccf/ehHuz6Sd/7whz989trXvnb23ve+d8NYtdzqVrfq+twJJ5zQ/f/5z39+dr7znW92v/vdb/2cL37xi9056bfpKxkX17ve9bo+9Pa3v339vFNPPXV20YtetOuf6dN/8Rd/Mbv0pS89u9KVrnSWPtiSVv3yf67P+HnWs57VfVKXgw8+uKtH6vSc5zxn9oQnPKGr9w1ucIMN1z/sYQ+b3eIWt5g94xnPmL3sZS/rnitj7453vOOG8971rnd1z5N7RW898YlP7J7j8MMP78aa5f73v//sPOc5z+wBD3jA7KUvfenscY973OyXfumXZle72tVmP/7xj0e+qUn2lNDPrnjFK85ufetbd/3o7ne/e3fsHve4x4ZzcyzzU/p19OqLX/zi2Wc+85nZaaedNjvwwAO7fvknf/In3Zxym9vcpjv/ec973ob57bDDDuvmn8c+9rGdnr/qVa+6PiY8V2Seqn3t3ve+d3fezW9+8+7a6PXb3va2nd6OZHz/3M/9XDdn5u98ogMiq6hjSzIv1vGd58jcv99++3W6IPfL/PbLv/zLs9e97nXd+PV4vtSlLtXNv0ieM8+Uemfee8QjHjH7hV/4hdnVr3712c9+9rP18z796U93z5/5K2X96Z/+aTffMu9Znv70p3dj/M53vnM37+d9XuQiF+mu/eY3vzkbK0sHTw984APXj/3kJz/pXloqmgdCUsE0QDoJkheV69OgSBRQQEwaGiDxnve8pzvvne9854b7RzFe4hKXWP+/DzzlWF6E5SpXuUrXSZC3ve1tZwFteaE3vOENtwSecuwNb3jD+rEjjzyyO7bXXnvNPv7xj68f5xl9n3TsKh/72Me68wKCPEmkvTOwkW984xsdoHLH/s53vtOBpCh+SwZaOnE9PsnZT+iHAd7zwEkAT/pIjIQYJhkTUWzf/va318+50Y1u1E00P/zhD9ePRYFd61rX6sAR8shHPrIr/z//8z/Xj51xxhldv9oKeIpy9LUBQTkew8OGxuMf//iz3Kc1fp75zGd2Y+X4449fP5bni87K+EA++MEPduV5Qvvwhz/cHXv961+/ocx3v/vdzeOT7DyhnwVIWB784Ad3xz/3uc+tH0NPf+lLX9pwbkB4gMGZZ5654fhd7nKXrr/T75jf3vzmN6+fE6M3YGEeeHr/+9+/bgRVMYAIcPecuso6LgKecgwg5/ktGMBjj/Hs+7TG7Rvf+MbuvH//939fPxbw+4u/+Iuzk08+ef3YUUcd1Rk31iXHHXdcZzQFXFm+8IUvdOfW40Oy9GhmB6bG/xkaLX0v7jgkbrC4n772ta+tH4trIJTcXe961w2+34c//OFr3/3udzu3ViSugItc5CJrf/d3f7d+Xmjyf/3Xf127853vPKqOv/d7v7fh/7itXJfQsbn3Ax7wgA1xTA95yEPWtiJxE4YeRNIGaYsE9cZlh/C36xR60e7L0JZxU+T6T3/60xvqHnfGEUccsX4stOTv/M7vbKhL2utb3/pW195nnnnm+ifvLPdPcOAk5x7J2Hvxi1/c9YuMh6Q0CK0fV0bkv//7v9fe//73d+6N73znO+v9Jf3wpje96dpRRx3VuQYYy9e4xjXWrn71q6+XHzdD7YOLyo1udKMN7gzGyR3ucIfO5Tx2/MS9kbonhUN0E66CU045pXMD3vOe9+zGKhL3Z1wL1bWX0ISb3OQmG8ZPXAG5dho/Zx+pev1hD3tY9213Nf0g7lwkfedtb3vb2q1vfevub/eDjIlvf/vb67o5Ze23336dyxtJ6MYDH/jAufXLPeJ6evKTn3yW3+YFZm9XHYckbZY5qY7PzOVxo48dt3Glpt7RLRHqnZCbhLnE3bj//vuvn5/58eY3v/mGusRNGBdo9JjbIvrv0pe+9ELjdulRmW6MSBRMfJABPPW4/ZaJ6Unl6+q0AAt+7yp8nvN0yvINb3hD54uN/zYNEkAxBjzhL7Zc8IIX3BCnkHulE6XjWPIytiKJ/aidPe2Q+It6LOI6JTbjmc98ZhefkknKiyQzAFx3d9S+umeyowO3hElzknOPBNgnFuCf/umfOoUZsIIcffTRXZ9LDGM+LUnM4gEHHND1QRsDNhaWrVsiY8bPCSecsPakJz2pi8+qMUmMH3RMa5znmI2UjJ9cl7iQoWD9SXa+ZN6xJF4m81CNm7v4xS++4f+vf/3rnQH68pe/vPsM9YP0rfShqv/HjIljjjmmAwUxgheV7arjqsZtjLanPvWpa29605vOMqYYtzme+bFv3FoybqPH6jvfTLD+0sFTK9q+LwJ/s1kSouQTDJZg56DNN7/5zWuXvexluwDzzdRvu6Tv3mPaJ9ZQgNMjH/nIDhylo6WTpy3GBuJauOa1r31th7qrTKudzn0SY4YA1C9/+ctdH8GYob9kcUUs1pZs1bhY1fiJZRqGKIr4cY97XKcrEhAbIyTBqJsdPwFOCSBuSTXQJjn7SB+bYxYkQr/JAqksKGrJla50pbU9KTuhjntvYd4LQ/TRj3507TGPeUznTQmrm2dKsPxmx23eb7BD6/5mnOfJjpkhk7wvkfVW2JGshOB35HrXu17HDMV1d53rXKdzJ/zxH//xUusS+u773//+BvYp1veekqzKS+f3KsXQmLEqat1b9azHYl1FMgHc+MY3Xlm9Jzl7uS/ikgvD+fjHP75bSfb7v//73W9Z7YJlNq+/pA/CbFq+8pWvrO0JiSsuq4CzEikuOSQuSgs6Zuz4iavg2te+9lkm1UnOXpK+alYp7zrz0Lws3wHIcRcHnI8ZE1/84hc7YGBwNmZMpK+95z3v6cD/EPvUAn3bVcdVSBio973vfR3zFNYYqbolc1g8SmPHbZ4v7/uwww7bUv12TAbHW9ziFmunnXbahlimJMp74Qtf2KFBll1HAq7il33nO9/ZMSc5b2y80xiJZR03YJILIhlMiQnZUxKUXJm6tE1NsZC6f+xjH+tiVpAMumoh57y45rIcPc/aonsnOfdIwHnG3rOe9ay1P/zDP+wYzSc84Qkd6EBBJQVAGN9TTz11sL9kLH/84x9f+6//+q8Nv/exNKsWLEyPn/ydpd+WuEaSmuA1r3lNF2eJJN6SlAi2iDP2nva0p53lftFH1aiZZOdK1evRq5EaL9PqVwkhSUxRQMe8MZGYOlLTRGKc97nSLLlH+mtARBX36bCptd9tVx23a9xGYtTV8wIM/+Ef/qGrv4FTGCbL7W9/++78tGUtN/+3UiDseOYpMRZRzKGPGfUUAAEAAElEQVTRP/WpT3WoPy/xIx/5SNdYDgiNBCylkyeILsGcxEYtQ+IKTLDrox/96O4FhOZPrERASGRPZE9NrowAxbjrEoAXgBTLN3lJLI997GO7uJW4KeLqy4B6xSte0fmdU3/qHuD0kpe8pMtl9au/+qvdZBkrJbEhiXmJRf2iF71o259zku2XxAw86EEP6rIIJ5dNJO8+7GvG43/8x390BksmmTC9GW9ZTBE26vTTT+/6YvLDJA8afTB9NdR6cuakD0YBwy5vt2T8xuKMyzGuuvT9TCatfEwxJpKPLv0/+eRyTtoioMqAKsZccjqFpYuh8pu/+ZsdKxerOMHkAWYOvJ1k50oy3t/mNrfp+mv6cvTn3e52t1FhIDE2Mk4S45cxEd0cPZv4uOhn5oz8ln4U5jPzWzwnGSM1rrYlGZfR0y94wQu6/oXLKrnLPGazWCH3fO5zn9sZAmFXUq/tqOMqJOM0XqY///M/7wz8xFO+973v7d5XleRzym8Zt9FlMWwYtyYSogeScy7MemLaMtcHW6TM5HMLDiFX5FyZLXnZ59e//vUNx7N0Mksoq2TpfvItWU4//fTZfe5zny7nQnK1ZNlwX1qALNFM3orcM3kbqvSlKmjVpbU0Os9xt7vdbfYrv/Ir3XLO5Nn4yEc+0p2XvEybSVVQn5elnMmHVSXXP+QhD9mQ3oG2SeqGm970pl2qg1xfl6cmTUFyY2Rpd5ZdZ0l28malzKQiqHVNWXnG5Pe45CUv2T3rJz/5ycFnnOSck6rg9re/fdfPs4zX8o//+I/decnphBxzzDGze97znl16gORkS86W5Ih661vfuuHa5IlKn0+fyjlPe9rTZq985Su3lKrA48FjPHmk5j33l7/85dmNb3zjbuxkDCUVR5ait1KPZHwnN1rGT/I7veMd/x977wFvXVbW998XBhAEgYHpzAwC9h5LoqLGFnvBEkvsLbFrjBrzt0ZjSWKJJZZojN3YkqhJ1MQWawJoLJQBZpgZhmkwCAKiCNz/57dzv9fv+7DWPvuce865933f9Xw+57PP2WeXtdd+nmf9nrKe9fNTPbjsq5TaMylzkmnX6cPorNTIufPOO2efcdDpE3wW3ki9r7y/1PRKbb9XvOIVK/nP41b+y3gUmYhspKxHeMOUafkpi5Ap9eHB1CyitMWqOk8p+xM+Dw9mbEy9qdR8eupTn3p8TMaD1F0LL+aaHhe23cZ1ShUsGd968py6hU960pOmsjoZoz7yIz9ykq0cl/dn+tVf/dWpxEr6J+PY93//9x9+0Rd90aSDKqUc0ROf+MQJD+STfk17brrppsOldNGubbcLilvwSU960mSJB+FeSJRE83j2Yj1fSiX0Bw3aBiVZNZ7Zmic16MKleCsSvknoqs4GH3Rx0Id+6IdOqx20cjBPSmcm5+msUV22IW7AhAnjSkyY60Jqe+K4cb8m5DKA06BBfUp4IDlLddmHhCTnFkUdNGjQ2Rr3AphSu2pXcntmcp7OGiVfKC8jZQFSTyq1pDJlMjkRZ312TdochkkeWHJSfuAHfmBa+69Xn2fQoEH/j5ITleTTTO1O3khm+37P93zPVM6jFtcdNGjQ2aHkYLIOXmpWJaf3gQ984JSDuQsa4KlDKR6ZsgC/+Iu/OJUESA2beJ5IzjvLlFkTSbZPkm4SxOMpC4BK8t2gQYP6lIK5SbzNJIuEc5LsnsWyk3RbJ2cMGjTo7FAS6X/iJ35imrWf4tlxIsTZ0SuIeVIaOU+DBg0aNGjQoEFr0Mh5GjRo0KBBgwYNWoMGeBo0aNCgQYMGDVqDBngaNGjQoEGDBg3aRcJ4Eil76VF1/2lU4G5Rrx29/eukf9Vr8DvX8HXqcf4vZQNSuTmfHJcp0imJkO8+j985l/97C/f6vNZ7yYe1A5e8J46pW69CP2i7NGRt/hpD1gZtizKDMtW6X/7yl0/v+5WvfOW0zb588l43WYD2LMjYNu+5So4PO3rppHw/9//SbZXHfKIPsiIA2+zLzLxsv+mbvulgq+Cprgu19NjTICvXJfs3Ia6x7jVRzL4OCzG21trxPXyNekz9b649vfv17tFq06Dd0ZC182nI2qBdEUAp2wBqQHULPJ3W+1gXNG0TTC291uEGRt2uQZO3NopoK4aN19BbByhfUqUK6mrR27rmusRL40Vlm3a1XhwvlHbXc5cMAq1nXqXMrfS9HTRoCQ1ZW9buIWunSy996Uun95sFdVMgNWVpAp4qgFqH99YB9z5+1Ttv/b8un+ybrw4XGA0GN/U//+/9eJB7/7eOt9cp3uSUM8j3bON9qvfdKnjqKY8ezbnRd0GrLMFVFuA695i7Tz1ujqrbs6U4W8LVcpfW59vEop1T5sMS3h8NWRuyNmj3hKcp4bp8UhAZL5TBU2jpO1kXPHHOuuBpEyC0T/B02PGg9zxDrf9a/xN+83H8rue0wFOAE0ZSvuN5ynuv1zk1z5MZYh/KYJUyO0meha9h5da6Zv2/MoQt2ZaytvXbunfvvr22+P85K2eu3cMaPts0ZG3I2qD1KYApQCkep3zPqhIt8LQqNLsLmuOBTbxU26B1n/WwY3jU7VIAxT4Azxx48nkVPOWT9xyPE57ovPN1li/bSs7TnCKZO2+btI7lvYSxlljUvWPmLFQf0+qbVr+1FOoSq3edZ2tZ0kueY9D2acja35w7ZG3QaeQ8DfC0G+AELQVOdetQessjZfK1DZ6gAKX8l/ed72cm52lOAe3jfru8z7rH9/qCuG29JgJb/2+59OeeuXVcL2TRG0DqdtDZoyFrf3P8kLVBJwnbJe9pKXjaB8DdFkg6CT+Zj90Xh8UIaXmMfB7fW4BpXfCEvPbuOed5IqcNWcP7tBfP09y+uf+3wWxLFdjcsavasc55q5hyFfruhQZguLzsFsOuuveSAXXOKu5tlz73oM1pyNqQtSFr+yEAEt4nf1blPO0aPG3Tu7Rt8HQ4I581hLYUPC0BUFU+eqVA6rXxKhkckePk971OP122bxfetmgf1pnvsUn7OccvxS/eM4Cyj1o0UEsh99rT6osWw67T9nr/ocRPh4asLTs/NGRt0DrEoDr34Thv99W2Sut4mDf1RlfwXkFTry/OKc+wJYOrnm3uvwqwkF3LauueBk9V3gFPm86qXMvz1HJHb0It93RVWKvuXb/7/02V8Kp7rGpPq/1Vqfr4qtDtiqyM7/5Z2v+tPl5qvbeU+UkHuEHLaMja6va02j9kbdA2vCoGTi2wcFrvowdEWsdt2s4WcJoDUKbKu5WPe8e1tpV8zXxccqTKXNVV+QCS2NcCyTsDT9u0hKo7btX1l9x7E4tvE1rVuVXptV6kf/u8xF6pZtxiujBAjsl/Qc2r2mVmcl2MdZ93FWMP2i4NWfub+yxpB9+HrA3ahOa8KWcJPC0B5Osct8595+jcTOi99Z91Eh/PngPA1nu33o2vMffMuZ7D8hUk7xQ8LaGW1eT/dkUntdDWPb9nMfb2+T6tGC0vjeJdvMzKEBT46lkBtQ29dzHX5vr/UOZnk4asDVkbdHJa5WWp+1vn7ZOqgXBaAOpcJ8eoR73jkVN7glvlRVrtWFdO5jxPcx61vYCnlpW77Ze4iWJacv7Sc3tWZ++/qoz9wj2QOEERJB7LN+vtMPvDCh3Fn9kh+Z3/e8/Tssq9neuTVUIz6HRoyNqQtUH78Ty19p8F6rVpzkBZxVOr5NtGxrkj4MPacJETgyCuZXlzAr69Tq7wTc0lZK3K1BIANacXWwbRqYOnFu1TAZxEsS9R6nMdOydkZpJsw0w+rpWgSNn4hzzkIdPxKG5TL6mRe/bavs7g1RPEodjPHg1ZG7I2aHNa5Xm6UGhONpcaL6s8q+eOZCxg6XVe53Um4PTgBz/4vIkY9CElIKijxX5kNedSLqDmJwK2aui89zw9D27r3Z4EOO21ztM2rrfLkMJJXOX1BbVclKD0MNrjH//4g9d7vdc7eN3Xfd2JcVLdNkyVpQGyfdGLXnTwkpe85LgSava1LFgXdFv17G7b0uesx46wwtmkIWvnX3vI2qBtUc/jMbfvYqA5HifM9sAHPnACPZdffvkka9dff/3BQx/60IOHP/zhkzGCLGbdwJe//OUH991338Gf/dmfTTIUMBWgxQfvLv+97GUvOwZa1WMFteSjyo2fo2fknDnP04VmLW06ANUX4H0tazjo/B3e4R0mRrvyyisnpotCD8PcfffdE6M961nPOrj99tuPa4/AYAwK3AMkzz1WWbwwYq82xqo+Gcr8bNKQtb+hIWuDtkX76PtV91jHS1TP6RkYJ/VsIhsPfOADJ5l61KMeNQGmt3mbtzl49KMffXDDDTccPOxhDzsO5915550TaELWIoP54HEiRB75+ou/+IvpP8LkGC2E/iz3FSC19lcA1QJgm3idTrQw8LouTbvqerTEovOD1lktS+7RYqglVnS9D/tane/9IXIr2BerN2sohTnCPCjr66677uDqq6+ewgfZ5rh8YK4wawaEuEGzGnis5mc84xnntaE+i8vZZx8zDjYZvC60QfpCpiFrr32NIWuDdkVVxlqD7Dq/N7l3pRY46B3f83auAuA9Q6B1TgUhh5q15uVtaDOeqSuuuGLySOV7ZC3ymE8FT9kX71Q8wblegFRkEhAV6nmgWn3WA1hzfb5zz9O6ypxj5xTukoerWfFYmZxfk9FabSCe2ppOvISJq/XbUuZuD+3m3DBFXJhxSwZhh3lIVr3mmmsOHvGIRxw84QlPmKziKO0///M/nxR8mC9oPig/zBUEf/PNNx8873nPO28pgTCk781zuoLqXB/1aCjz06Eha0PWBp0ucNrlPbd9rTng1JPTludm1f0OBZwATSxxgzzEKxUDJF6pyEZC6JGNyGPkElkEPEUOb7vttoO77rpr+j+yl23agweq6oDe87S2bnv9PtdHp5YwvkrB8t8SZqp1GnwNK/te5WC74n3uqna3mHNVm3v/hQGijMMY99xzz3GyXT5v93ZvNzEYa+xE4cfizb2St5FnxKWZHI6cy71Q2F4lmvvx3AyAm1rD0FDuZ5OGrJ1PQ9YGraJVstDi/7nz1wVFc0ZEj3ryUOV/iQdqqaeqZfy8+sjbFO9QvESRMWQmBkhCeNnGCMm2yoRn6OHtBXAlZyq/HUa3sdTry23I3JkBT6sUcqj+boUIqkKu6NfnU3adDnen890otlrW6whDZdSWsLktQeZPecpTXiuGGwb5tE/7tMnypYBflP4tt9wy/X/VVVcduzBzbKzmWMcob2YIVeuXfSB83Kqb0lDmFwYNWRuyNuhktA8P1FKqvN8COXP80vNAreN5qnrk1UczU+NJiqw985nPnHj/6U9/+iRT8e7G6/QWb/EWBzfeeOMxKHLuoJPG81/kLN6mgK1ck/IhlA2hUngLtO4TOG20MHALhW8LbfvB6/fWMXSirb26uGfrOK7TctuFljDPEtdm67p86to8XvU57ssg+TBlmCff77jjjmM3Z7ZhxDCZByM/T01UbT3r3Htb1QdDse+OhqwNWfM5Q9Z2Ry3jwtveOXO/V52/lHo8XI2Gyo+rrjnnaeqF+lqg5PDImLIxEaODZPDITf5/4QtfOHmU8olMEYIjr5BaUZE9ZuQl/8khwHWpBTK3LUcbJYwvYbDe+fUlt15ICw1XZWWLL4g1H083zkskkY0XnHPIU+ghV7dpFZKfU3rVyvY1Y/F6P7NyCA/88R//8cHTnva0yeJ95CMfOTHTs5/97On//M4xQeiJDdMfDGR4AkDz0KoclUFni4astY+fe84ha4M2pQpIWv+3/tuFd8qAibpJDoEja4CXpcCJ9p7U84RMv+YI2AT0pH3ZIveUHkgeYZ4hoCj7XLWfHERCdgFd8QDnnBe84AXT9dApm9Iq/XbmwnZLUXvrJa2jbDg2L4UYabZBrLjN852pjty/pbxrG72/NQD42JYVUP+H2VpWKhTFnaTUTKMO8zBTKAyVfIygdCzkDArZBzq3ZdJitp41sbTPx2BwNmnI2pC1QdujFjhqAafe93Wvb7KcGDxRBwnCQKmTJHrXX9fTZJmc48XDEsqv7Yg85Xdkh9Cb/wdk8XyRr3h4+VBWpBa6nXuuJds5Wudd7i3nqVWW3VQtxtaLqx0Ag0W5xUpklkxeWhRfFGJm0aD0mBmQ80j2xLKuZeCdO7GEVil1rAWujeXK8fn/D/7gDyaFnrDBvffeezwQMZsBYXKfhelyTAYyYtAhrH73P/f2+XPPs5ThBp0tGrI2ZG3QelRB0lIP0648T4SyMFSYsJD/wncUec0WvjWQ6dFST1PvuNpPr5Gc0z4MjICmeJFiqLDINuf5OZF9rp3nwZsNSHReYe/9bAKU6vXWkb+1c55O+t8SJdm6XkuZ+z9n7PMCYLRssYqrpdi6Xusl13b5Za8SICP0EIrcCj2fWL24OoO6EYpeGICBwRVYe4LQeual/T2U+n5pyNqQtUH7o6XAaO73qve+Ltn75HpI/A5FBpG9Gr5bqifmPE1zx4VaYNPXwWuUtgUMtWS9pxMAg7118ep1erRLeVoMnloW3iaU6xD3rO4+dzwfLD7f38e5U3NcLGPWqcoLy5YEtij1KEvfr/UCajtq+/38vX6o18g9c38PMj42n9S48G/IsWLajuDE8s82zxjKsztGTjIfLlOmhq6yUAadHg1Ze+3/5vphyNqgfdMu3qfBfYhwVrxOKZ8RAJXv4bPwYmQu/+c3+UH2/C5pYw+0z4GOKquHHVCEDLKvJcf1HnP3bG2Xkp9ziRG287DdUsQ+Z4W5M1oKvfWfr4WSI4MfhYebMMyWbRTd9MBHrvdeJ/aU+ZyVufQ42uYBxcdj+aLAqzvTbfJgaEu45W3oIfQlyL3VN4P2T0PWhqwNOh1ad6BteVO4zpxhZP7jP/NaeJUyGBxPVXyMBMoAVHmee4bWMXNe0Hr8YUM219VXrX7rGVmtdrS2veMuyDpPkF3pJiurqgBDuPKYgcDxZOmD0vNJToYLb+VYCniRmMZAkP88/bqFUOs9lzBlfTaXmA8hCIQ5sFRJvp2bbs13fpNXQpvct561Qfx4KOdLg4asDVkbdHJaynse+Fe993pN+NwySNXugKPIVgyTTGaIJyr78x1vb4BUyDlD63qg6u+5LeQJIi1q7V8FZKpx0gNUq4DTElryrnaW87QOtSxcKy0r0voyW1ZhiMQyEunCSFbSJN5hFYPYK8LnnFXPvK4yr+e2Bi4zecsTMGet9F5+i5F87Raab12nZQEM2h0NWTv/GYasDTrrslbfm0G479XznLTaBfj2wrghkskB/y4T4LXgWt6h3jPPeZ6WAKg5QNja39tXZaUnb+t4nHZFG+c8bUooLxiA3AkeEmsVS9UMVJkPhU1CWmb7wFDUkAgyzzGXX375MXrPsbFEs81MAC9oaEtxTpH1XsySPkKoeC5csvQxsW7PGqJvXFsmxzMjiHMtYG4f/d56liU0FPn+aMjakLVB+6F1vUOrrgOfkNhtDyWgvU5iqN4hvMB4T6mjlH2RKdZfpAZZZDj7kgflekkYOLV0yLY9T5XmANPc/lDr2tXQOgvA6dTCdnROmIwkODqgWoquG9Oz6GDEMEsYh6Q6OpzS79mS5xBGy/+ZZm1GtiXeUuzcf85FuIo5ICvYapn2rNiWNettvbevu02GGgr+wqAha/+PhqwNatESELCU7HEyeDKAtwcU4NR7vwB4h+/ywaNLqDxblhKKjOV+kU0AmIH+Uq/RpsBpKYDycUu9XEt1g3+vK4frvPO9gaf6cHnRQc+xVq+44orjHIF8grTz0rMNU2TWDgraCh9mhSk5L99z/VQJJskuyDznYxXnvyj1HJfzKIKHYsfKtMXdU7ZzDNjqA67lGhcwOn3Quker0izuWaavcn/2uzDZoEuDhqwNWRu0Hnmwn/PQ9AiQRBHZGCrhewBOiIkWyE6rREb1QIXIZYLyO9ePnOUeuV/kO7KWfbk+Sw2lsneOrx4ob3v90QJMBiPnVsyMW9pvc9fqXbcHjuaMrBb46l331Os8tRrF1kXA8sKZDgzDUCMChnSuAsf4PvmAsqkWzDROVzF1gbv8DvOFgthXJdj1LM25flllLVuh81+dIVStc1+HY31NK4Aad3e7TmIdr6tcBi2nIWtD1nrPMGj7tApMLPWiAKBcYoBtrX+GzJmf7B2q3qccn/MdmmPiArIWmcxx2Z+wnWVtHQ+Un7ses64Hal2aA2SrQNIS71Xruq3tTjxP67jjVp2Hsvbq5nm5UbJ52UHT2eZ3GCcMAYomHgzROVjRIZB9zs+9qNaa+8QCpy5LZgNhFWcRw5xXFWtVmL5nRePV6uV4LNOWVc+5zqvws7Voztp1G+qAMafMW4JSz2sNEoO2T0PWhqwNWbswyACc8PjDH/7waZuK/K50H9mKjCUHMPIVmSAk18o5BGzxHQ9SZAiD6KqrrprulS1LJuW6hMvj7a3y3DIGKi0BTud2EJ5e5XGucrUEOFmH1E991lNbGHjJy7ASo4Iq9WGwjLPFJQ5zmZFMfqEUEQvluiFiwIQZwnC5dqZ8OlYMY7fq07TQb++Z/F+rP1rXqddY1Xd8r4zUc0/2kHqL6qC1a4tj0Pk0ZG3I2pC13dO2+xfAjjeIpG7yn5jAAYiJzLTCafYQubZYCEAUWcIYCWVLOYPIZK4dgBZyuRCHq9fhsx5wOlxw7joAa5Vc9gySTYCTz/X2zCaMuxYFi3Hi2vSMoFixOS65GlGyuCuDosM8+U6NFndQrXPBlGpmKLAqfCgKnaTX3C/nYxWzsGGIzsYt6xouZmoschP3shBUxLwrqoy4VKmjBAZd+DRkbcjaoHna1Pvg8+HTyEn4kPIB4VFkgvzDHPeIRzxikpcsTJ1jX/ziF0/byBo5SvaoAn7yP3mLkdPIJ7PwHv3oR0/3iLcrMhZZC3BKOzJDNmCK6uR1OaKlAAo6tyMP1DpUjZUeGAS0AhqdluDv68jhzus89To3+5lKmZeZ3ySaMoPA53vdLEIAXpyzdpwRdn4nETZbz0LIPTJY5H5YB0ytDqPle0v5OuGW3z7Gi5LysQXB8g9zfdSzYOf+a1nlrW09tqXUl7hNB+2GhqwNWav9PGg3VL2d3q46r3WdmqMU/saLRCgbHqWER75HBuyBcrkCD+7wA0sEBXBlPzKXSRrkFwZQRd6zzf85jyWGKnDqPVdv/7mFHqgqY3X/qn1LqcpYiwBHLQ/UXjxPrYuvI+AcxxpReaBYnnnB+U6FYqoVkz/B7IX8F+QehB7EHks635nBUGcusCZVjs021yBpNtfN71z7yiuvnM7NviD1fI+yz3WxrB2PDnmlaCt451vwrJsqwSXnrTqmh8ZryKOe44GqFb4YtFsasjZkbcja6dLSwdTACUAUYEP1bzy84fN4hcLPj3rUo6bjYkzggQqIQtYiG5EJwuge6CMzOSegKPe86667Jg8UM/ACoiLX5EClbbl22pB24RnLfzZ+lj7zYSesHqr758Jv69yj7rc8rQrheX/1OFUAtZecp9Z/S4iHwjVJXYoowrxMlDuzCdiG8WBEjg+DJLTg1aXdHlyfMEnclrEKkswXYoo1g0Uo94HRPEU5RKd7AVEXO8OaR+nB6Dy3E1hrn7jdSxnQ/TlnHfeQ/yqr3Mq7F44YtH0asjZkrbZt0P5o3cG0Ho83ySHwGCLh24TrkINsIx+EzHMOs/XgeWQDcAaf+7/IZWQthkn2JXwX4yQfchdzv1w/5yGjBg49MDT3zJWWeKSqdxnqGRwtee3doyWnbC1TLQ/UurTXnKfqHnMMl6RVkk+j1LFO89KxjrGMefHEeoPeg6TJzyBBzgo+DJO6F/k/+RcwVDoz5+f+hBRiFZA/kfuR80E82gzMM2E9WoFv0y3ZO79n7fr/Sl5cshKMNtfeodTPNg1ZG7I26PQ8UHiG8j2eHuqcRX5yTGThmmuumQBTPpGtq6++evJK5Xs8R/FARYbiXco1KFWAEREixwpQdO+9905yE0DGJI3IVABbrhtZTRsib7lvrs1sv8ioAdomoOJwjZICvf/rcavaMGcgtQyTXujuzIKnigztPsuW3Iq86OyL4s5D5kWT4Mq0TBiwlqsPI+SYbJnF49BC7sGUzSjs7A+TsrxEzqVOBvuxhFlqAoXtasy8GE9H9ctgpsWu+7dnUfe8Fy0reli+Fz4NWRuyNmg9mhtE1/VA4YF1PSf4m/B4DIfIUb4H4CBXoQCryAwFMFkrMgaLZ8yFMB4wYBKWzz0Trgs/BUTFGAp4AtDlXhhQtBmA7zIG64TxTgKg5mjOy7vkPMsnn1au1yZ02bYUdOu/FvUWJGWmDi8PJRuGyUsmdkyogamgTH+2pRxmQYGTn2HEnmsEyed/1gbKOazNlWvA2GlXmC3MmTaEocOQWN6UzodyPu5WM58ZtLocW/tWHVOpMsqS90f7rLyrovd7boUVBu2ehqwNWRt0OmQ+mOOJFk/ZkMj38HD495577pk8RZGDyFTkJNvIQeSKkHnOze/IDV4iaqORYI5R4Ryo3Cv3oKAm3mSAGjKb6+a/yGfOy4dJJRTcRI55pnU8cD2qXqelsrYutYCXZ93V2nDr3udEnqdNHspKwQ1HoYeoWJx9YRqs4mzzXyxVUHn+z38sjhjFjmJmTa0wG8X4YLK4Q6OUKWfPPRIrzjXCZLhUc3wS+ML8rCif88OgJLnyPJ7xU59xHcZbV2Gue04dUFuEwjcNhX46NGRtyNqg3VDllTkv1DrXs7yxiHa2rE8XUBIAk/dL+QEma5BvGBlJKC/HRQ6yH+BEjTVkjRBhrhVZoixJ5CuFainYmeNZSDj/xUOcECFlD9IeEtRrvalen60iGxstz62peq1OQtVAseepZXStc7+1SxX0Lr50P0qvIvracGbuUCMDxU49GNbxIeRAvkaugTuSAmLZoogJMeQ6MBvMzNRp1vYiqS/3hqmZbZQ2wMj5D8vbLkFb+myr2772TysWXK/XO2fpO/E5vXyLOtiuOn7Q9mjI2pC1ueMHnT6tK5vOJSIXKhMqAnTwtuY/8pXihSKEnd/5jyK0AUU5n5xFlxHBOwvACuAyWMOrhUFE2B4vcq6d/5kkggFEWH6pgXK4IJl8256mep36u36oI0eCPkn6e59tt+qhq1Kqbuqq4POyqE0RxsrLzUsMAs9LDENRECwvPR8WS8wxQdRhIGpckGyHQifZlTBEiKUlmOqZa3FdzyDKJzHkxJXzPcdR4MxuTleVbSW7rrJGN7GKW9S6RiuJtb6Pis4r8w3aHQ1ZG7I2ZO3sGyxLr827zbtk1mv4HFkLWMo2HqLHPOYx0/+RFUBOZDBeo2wDiCJLATouUpt7kGMVb1JkOTJFOJBJIYTyKNgZWY2M5ZNr576RWSZvRLYNnAgVrtsvc0aKj9mU5jy1c8CJtAWWrdpbzlP9Pke9IlWhaiX6uihI0Dk1M/KSKW/vKcxhjjAZtWHym5oZ1KcJw6UtLgiYjsPazoCA5Y5l7ERazgsThqnzP4wcZrOlAfUWDm0985xVvM67qdewhd46jmP4wGB4HCh2OBT6/mjI2pC1QfuTrZantu6fu05vPyAefgCQONkbT1COjVwx0AN4AGCE5lz4lskVGBHMrmUtScBQtoAH5JY1LjmPxHZmCRIuJ4/xUIZLK+S8bj+tQz1w1Nu6gC7PjG5JH7IGYb7vzPN0EqqWVYshKXjHg7umRT5hLpAhORYhrGE+6ZR0SF54lG0Qeq5NDY2cGyuWkAIl7HOvWLWcx9RqlBrt5xqOUYcpYzXkXrfddtv0P9VfQ7aOq6LfVV+bqgVbS//z8QBGf2K5UHgtfbsOkw3aLw1ZG7I2aDnV91KNjW3eJwTowKiIt4fZeMk9IvH72muvnc6JdzdeIQpsZiZe+CJyRagtx0Uu4jEyMMtvPFEs/I0s2YtMHmL4L8ZMzgsPZpvyByzxwhJNr26sx+ftun1iWmUsVC+x5a2GvDFG7GXyUjbpj5SIAJzuZHmW3kMs3b/EBb2q47EweZF50YQP7KZHWTk/IwxHQhyuUmYT0MHcgymmOcZrc3EsU0dB6ShBlHcUO4idpL6qPHvP3suJ6P3XCgX4e8vCNRqvVi8Lx1LrB4We7xFgFPpYi2u/NGRtyNqg7VPPI7jp+eucB18DRPDEBhTB+3iGkA34JYAq+8P/LHFEDpQLaOLtYvZcwE9kLR9kkY89Mpzj8CLn5pqvOppVi1xWY21VasGm1ANJljXLXA3NYfBFTwGeWNKGAsFnzvOENRjC9dhi3F6Hg3ZzLsXDwgxR0OkE8iZCuU/+I6ab/VFG5HWwDhAKPfu85lDuQ9ExGIy2odB4AWEmQhTZl3akymusgMwQyuDzvOc977zppV6K4aR9usrrUKdIc28EkzoiPE+2LOAaAQWR59j89tTyQWeThqwNWRu0nCrQbnmfdgEEkE0vuE05g8hdZCdA6rrrrpuOD0/EMIF/ImfZl+PCQ+H522+/feJ/cgIjn4TMkYsQAAjQnmOYKIKRxIw8lmgKr+Y3hThfdFTVnMK7rm+1TQA1B5iQMXQHSd988K7hbWL2YfTKDTfcMO1jmRzCnzsBT+4MGKuXI+Df1WLzdXx+z+pr5RDkQxw3nUNdDFBmXij76cgwCwX5WIyUujEskAqzYRFT6dj5CF5s1PFlGJKXSYGytBOrgGu2pn32LFt7EarFW/uK/3H1e9kNBIPEXVeSRiAjQIQO7G1AkRM6GQp9tzRkbcjakLXd05LBchfAqXVtQswsqE0h2vBJBnzKiQDEKWdAAVr4P+fnXBbk5oNR5NmwnmXmHCjak3OYEUtRW+T0r4+uESK3saVj1um/VeG46llChyBz6CFkr4InZC0f6mfRh1VX7GRhYCxGkC1KrboK62+Qdg0rzNU46bUhFIs46BeEHgSZWTks6UBxsHQkJfCzjxL1YTQqstL5vByS7Sitz/RRXhjHE0dOx2MVswgry1IQWohVnHvfcccdxwo+5LyMqtRrPRv62X3pPuFYihvSB2kLhQ7pB5R5PvlOUjCDm7codi9yOWi3NGRtyNqQtd1Tywu7S8DUun+IiRGRMRbtjaxFLpLXlNycHBO+isc1/BLvEx5fcgHD7/HEkkwe/gVMEG5j8gcGCoVwyQmivAGFcrOlyG1k/y+Pll2yJypttMGytEp5y7PE1uFugyXkhdILLnGCbPFMBlDkF6bt0V94otJmyqzsPGxXESIdtErQW1Ywvz0AtO7TGlRCrK/FFEsUWgirjzAGHc+aPyTIch/Hix2TNiM4TsygFsIqDpkxsSKT7EcuSLZM5abac89L4Geu7ko+WBYIiS1YK/QIgKfAwlwod5jLCp39FG/DvTtoPzRkbcjaoN3RKjnqeXz5bwkwgOaOrbJGQnl4OAAqvMHC3OELeIkQd4gK4uQn5bvlzLLjT5U3CM8v3mZA1/2P1qZkJl/+t/fJsu7Zpi0veQ3H+btzl9An5FdiXFSPLeDJSfEYLXjXqK7Ofp51J54nK5qea43fTgjNeVaY7K/no5Ra9/Sx3vI9zJVPXmIUO0s6pGMSO04nBWXi7sx9brzxxun6WLBUNI6FzbRMtw9kGqbNNWgfzEUSH9ZwjqdUfu4fhouVkP1ZEDL3jXVMyX0zMIzixR+ZeYQlzhRm0DhCQ6iE3AkXRXPYxYXRzGj0kbcwJgu5UoF60G5oyNqQtSFr+6UKcmxgtP5vge1teavgQSrqR1YS+g7vRmbCd/FIhc/igSJXLiCAGXrZn/NyHLP3WPzXtaGQqRri4pktY5FbJnb81REwyzbykG3aF09U2pgts2vrbFP3ccu7VD1NGBXZYlRgJHlJG5LBMVIsZ/mf2lbILN47wp3RXzuZbVetNCNub3lg9lXUaXd4K5ejZQX2GJeOxlLFKs79s2W2QIj4MRYjC6CmU3HlU7kYpvHAg1XMrAW/aMddGZSY/WPXf4iqyljuOS6MSVgChnbirNG33fpmMHI+sLjtzkQJ29I1Oq/TVu2+hfEcShi1Z3ZLQ9aGrA1ZO31yv8PbDOwGAi1ZW3LNHnG+PVCA+Xigcg3C1A4B53+AT/gH+cl/yJHDaXUGHrJh44HnrZ6nBxx5kvFs4dH1gt/Uh8rvOiOPPsWLy5Z71pymCp4oqou3Fy8S4MkGCzKaYwFPBlOEM7N/J54nu/WszF0wL+Ss9jQaZiLJDNTLtnZoK4xgd6OZy0o121yfOG9eWDor5wS1Jy6bzkr11nQcDILyTKwYBc9MAtb94jlZKT7Xo/YG07PdHtYPAukH/Web/iA/I9eLhZ57BbFHuQexswBqPiSz0acoWYSEfiF0gqL2FE3nY9gb4DwM3JqgdwYBluNwTSB/Bu2GhqwNWRuydnoEb9loYBDHE2LAhGcFgICctgweqBoqFXDV61CcMgYHuYeRi3yP7MXjRO0ie0vDd4AcvEIuYJtrZz8zWXMtakrl+oSfaVNkiwWEX/SiFx3XaaN+GzKIXOeaOR7vFSAOw8oJ3rSbfuZdhNAdyAmyRog8Bg1tZp1MgCW/AU8AQ0KdgEG8WTubbVeZwUxCh6AcUJz5gCg9Uwbmq4h9SVy41TaYGEZAyXsAYgonChJl5QS0/GYtIFscME/ugVVLnNRImVADMxOoQ+M2IpgwE9Yt5zAdmyqoJKNa2Rqh035m/MBsMBmMAbOi0LGAYbSaWGflvS239KDVNGRtyNqg/VM1InjvHnC9hAceUvjXpUFasmYPcPUCt94510OWaQ9h6vBa7s36dyw0HLKHNnxG4jgz6mijVwFw5X+MBntdqe7/gCPZ4VrIJwnXhOPhb0KQzM6z/nJid2QQr2/1/Fl3cB4AD/CU/kAfks/kCSzOn8KbhtcJr9rWwROIzK5x1zXhJVEBlTomuAWN0kG9LEaabfYzc4aaMLa0W4zH9ZxUyotL/DIvLP+TUZ/ft95663EeAcoSaxCFnv/yDEwPzT158bxQZkOgDPMSE0OF6RAKXihrfBGuQGEzzTS/Y2Uz1RRmNkI3AyDIsRJw87sfagjBAwFWlBV//SAwpmEB74eGrA1ZG7J2NoATssagTKIxYIqFeD0DFBlj1hlGgD1JBlXVy2sQBahyRW/0AYtjp20htvAtgATvJ97ptC9eIrzStJG2x3PEsiW5ZjzFVDcH8Lz6KGk95zHLLoAu2/RR/k99KuduUUYEneSwGu0j7BZ9YO8QfQEYq/mFhLsBeFXmeF9cx97FkIHb1sFTFeaKkp0nYFcZD8I1nOlP3JSYI4mbWJiV6eoU7d7SCwwauQ7TlFkFHis8StP5IrYwjGwrw/s5zHw8C0jcAwzMlk+uSR/wnSrKuA5xo/K8MAQDB0yR3xl4SICzIq65E0b4PHe1gNZR2EO5746GrA1Zm+OHQbun6nlioAeg89vgCTDFFgMF/uoZKgAk80lL1jiXe6Zd5A2yEgBLGeEJwjsKcMCbZI8WnjPkC9BHO1g6CQBH6PLBRzoHo417ciz8jmGXNrJgOMYQwIfcJULnrGHp9tq728svtC4wIa/0o2XReY72Kq6ixUfW+gctBe+EVR6QJC4jPY7zelpYwywJAfP5pRq1khfB/0xbpmPSEdnP+lkMNmEEZvrkeuQ6YGWgpLGOYRTanLbRPs9siqWbdbaIO+e6Ubat5NQwSs7zDAhmCjGoIWz5EBPOebkm98w9YhVgkYfM4Ai9Gco5FTXu3qMqyEOZ75aGrA1Z6737Qfsl3qe9nlTYB1TAR5TDYEshSbyg5NjhoTKosuzV2WmVJzAI8Hblf/KPWPsREAKYQybJEcyWttImvFF8Z4bf3XffPV03eVWsBXeZeJ4cQMJ3PC9tjxcp/RRPFrqGBYrzyf+RY3IakT+Hs5EfZIz723vL+7LM9Lx7FbBiOK0TLl97tt3c/xU9+8FQsr08ChA6Gfu8UDNVHo6ZAVjPMBGDg+8bAg27BD6zhUDq2cLIWMueQmw3IKia/AmHSFiEMYrWfVYtT1Zvdvw35zmenn08K0xGeX7um+uwLg/uTdpvy7gi7lWKeR0GGrR9GrI2ZG3Q2SF7SmtYl309A4VwlotNMvsNAwUAw3lsDaDwBEHsY8YclfnJ+cMLjKcVYwJPFPu5N8YWnmLax6zafKc0QUDQg47yiaxrqMGEx432u2QHOYyefRrwRIV0vHrIrcGTDZIeSGqRdUPreL73vFYnBk/1oq1ZO7wMlnJAgRGrZKYM1/NUYK6f64LQiR3zUsnyJwcCxY4bkO+8ODqZPAtceyGuzewDK/Ecw5paKHSuGYWaT86nHQw8KPkgdvIsmK3g0Ad9wvRKBiQshDp9GoWNZwF3Jsznd8N5fif2QNRwjAeqTUIKg7ZPQ9aGrA3aL7W8u/YuOoka76jLUOD9rRMJnE+ERyY5QtQmo6YZvM1MWfL+ONfeXoe8aTfymHvknvFEeaYdgAc5oM0AteTzIe/Ucss10hbquuHtTZse8pCHTDXUrHu4Lh4oT/hA1gkppq30VdrkwrIGTTaaeM7We7IeClVZQ/5411VmNzFiTrQwcEsB8BKZxgyaq7FEx5Fx0aE4iSWDYHlIkC/uRWpIwGQ5HkXNejyEA1CWZjas4dwDRsMVy4uFybDKXe49x9BGv1Ti0aB/VkZ3glruAVM5/4R+scvf7QDBs3xFReA9JeDwjQc7rBKEsnWN1jsftF8asjZkbdD2aVUf8/7C48gZRWHzm1CPece5b1yfELmXOSHMzdqPASl4eght4QUCiJD7g7xxfYfysp9kcmaQuVK9k8m5JjJJ/iSz6XJ9DBbylfJ8f3XkgaIEB3oHwwj5wruNUYLXjTxJpxzgzbIOq152e+P8f83JpH+qR37OW1X/31mRTO/zw4B8YTY6pYYYcPHlN8oQZrBVaoVOwie5B8yWCbPlO6iZ1aN5CViPoHUnqdLx1MHhntSdMfqF+fId134+aQ+WA+5OhyeC4HFPemABtTuEQls9y4B+8gwOuxppo+Pn3Jv+IxzC/c0wZpw5BvI7HLQ7GrI2ZG3I2umS5YwZY+Qi4o2JBykGACCC5XgookqVeM94Y9p8+CZ5Rxgu5EBlC3jCA5Tf2WIoIZ/ItksowJfkVeUYygYQNqNYLbPL8PRQ9iReqOQgpU4b8k0FbvrkVa961SRr6Ah7mx0SBJiRbG/AZrJc2UjhWLzd5GZCljUDpQqaHJKzd6qG+XcCnsxUZi671bLFunRowEqjIlTXyOB6RvPO+iengunZKO+4P/OCQbzUm7ACq7VaGDBoO2EAtoQn8rJpn1+omY5YNu1B+ZITwVpgMBkvvyJ0mIxkvxqrxZ1rwa4hnjo1HSZllgJMZtTdYpyeVT1ofzRkbcjaoP1Q9XDYowGPYnjArw5rBxgQPsZ76pmdnskFv1FWA97BU4m3N+Asn8gcCeH5z95eJ1AjYwD/fAdsMMsWT5Sr38Or8Ks9sRgqkfn8zwLAr1HIPzoihMcWfgYoeTJLvjskyrPkun4X6CF+463iefjP7XcYvhWmWwWOfM5OShW0XF1GcHYvptMpCIdLDndmOprVncMcnnaI5WqLGSsZZR9GohpwED5oOy80183LhoncbjoXN6YRPNZpjg2DcD1XB8Y1a8ua66UtuWdQOxZpCObGOuB5KDHPdE8YuoY9ICwfBiELnGdN8Ez0F+/Iln1NvFsXdQ/aHQ1ZG7I2aL9U30sNDXm2J2G08H7kKfxLPhGeG6bbU8CR3B5kEl5w7hL7cjwyjQcq90HWABvVg2MwhdzQfsJ/4WE8ya6q78KtLljJrMK0Kd5ccrVedeQpyz2iE1zwFdkGFNIWh8hpr8Eohg5Aj74m+Z6JLAZ69Xlb4XW/37pv7vdOwFO1xtwwrDGsSkIJKHQXtCI+C6qlUBZrRhkB5wOSZeCgGjD/E48mNo3LEcQKg4K4Q+xHUWOB57wQAwdF0rBmYRIS28gngTyDCfcpL5z+9MKnKPFWrBbyDKqq1HHTZhtiyqcTHB0GwOvQYpgeEw2Fvx8asjZkbcja6ZONFzxQgGdP1giYQNbCY8llCi9kP/XBsj8zysihY3apvUZ4buBH5JvSASx1Qn6UcxUdyrLXl+cgfwmPVc6jnAh1lqiEz7Ni6ARAheLNrcuzHB7NROV58Dxnaw8RQLHKGuAPkJTjne9E6A/PFEn59nxbjlveo12FvzcuVeAQQq+BIHYUMNMpXRzLVjArNTNDgFoQKHdbnux3ciwVVEHBuQ5rW8E8XINy9V6NHUQLkxFCYKYE7Xd+R15imCjP4OmW5G1YgaKIzdghJ7JaSYfsaSCsQvIhfYxA1zwJ52XwH/fi3dQ20s6hvE+PhqwNWRt0NsjGS8iAxGGn8CqFMpnWT3g7FbuzBURhsHhRW3KCzDcORwG6WBCYULFrRYU80zPk0HH1prHeXDxn9uhgXFFhPNX8qfqNJ/VB+l1DhzZO6CfaxHeMDBsaBkmROZLgLcvoIE/EqLPs/JtnXWqkrhMyXyvnqXVhJ1S2CPRsZYP1iWIGiVMDg/wH6q7UUuw5HhcjoQXHls0gfmlW6Fi1SYIjgZTBJsd5loOZ1CEJGIWE1rQbgeA+7jfaYqs4xADHIqvEqOkrmAymIMkWdyaEVV5DO2YkW/y0yRZ6y+U5aP80ZG3I2qCz7YEC+PMuWePREyeyDZ/aI0Vh14AoPD2EtpEbh/TwmCJbeJs9WQFAT6iM3xA8zXl4jSmJABDknLSH+kuPe9zjpu/IILrg/spjrHJaPbcuAFoNQu6J4eVJJfQ3+oZ8SsLlbH0vrt17h75/9S7vDDytolWKwP/TQbxMrGG26SysYxYWdVIpMwNcnRjGrYqQjjE6JixB7gSDBlMlYULax8AEw/l5cK1mcCChD4uCF+6QC+2ts3HyjCHHqis69/FY/kbMMDKC4Doc/G8ruFrCvvags0tD1oasDTodMkD3IOzvgAVmwJFEHh4KGA+fkiuVbWSDxW3rQtLm3Xo/eJL6SsgS+2s4nv8xHvA+1bIIOZcwfH4HAFI7ijXuHnI0W6+Gygij2dDyMQYqACPWnrRHuOVtt7Hk5+KY6j3y9ypzPQB1KuBpjuym5iWTFMa6PHRMXhpJbXZrsoJy3PpOhqU2BQlwdK7dhCHHR0HzLEiKpU1IwcoaJE+Bs1gQtgIYmPIcaWfCExQRc5voByzolkKvzFDjxrTNz2JFbXcnMWvfAwvDeSeVCU0txT6s5bNNQ9aGrA1aj5aEbVr/1cEZT0nI689lG14Nf2CgUBiS5V6ypWAkM9M8AQRvLaFoDBOAicETAMjlA+yhQY7wPDGzj1zGfBJuTGHbFMfM/dO+6IUbbrhhAlNZ+JccS8ASbTGYcnitghTkxh7ZFtCq5UCcO2VPU2+76p2fuuepRVZGPRQIobwoxjU18LLLphfJlimPnhUQBU8xPc8ygrlaK53bQnCIg4/djPyf86jlQWfDgLxYz7zBpRslawVM3Jb/bR1Udyf3DtW4clXC7KshGzOi79NS5vW9LHlvg84GDVkbsjZoPTqp168HqPDGwlfwBVtyfsIzhLLDu5E3JkwAnlj8m7woh+ExFlyrDAKEEE5zmB0DirAh4I1keGYSUgGdGW14q8+dOzcZNugGeB89UXm9htUNkgiB+mPwhQfN4KYaI35mG0RVRr2/nrOuvO3N89SKOVY3GpYayjxWsS0/chwyFZTlGHhRIRiEadU5PjMEguZzDoMBCLwqbOcgkH/BC8OCxbXq4yhyRg0KF1PjO+ifkAfhkFB1RTrplH6zFc/A5P+xeD0LiX71wGVLf6niGEr8wqIha0PWBu2fVoWLmEjBagAUl83iu3ikCJ0TKrd8USokMpbQGbPgCO+ZqpzWMgGsS1dnnkLMno2xdO+99x7XncpzUcTz1UcpALQ716DteIbsUTJ4Y18FNK0Qt/uzylE1fnrUAllQKwR4psBTpV4ntPaBHlGcMKDXFfLMIsct81JxnzLrB4ZycqtRLUxlN6cZzLOAmIlE4T0rdJihFg3kGjyjC+yFHA/mxfoFmyGXuJnrOT0Ldyjui5OGrA1ZG9SmVYNu779199f/q5cYHqWGGDNgw8/xAkcGA0zITwoF0MDzeGIhT3jwM1b+tmcIebHc4FXOvchL4jqvc5SziC5AN/BMGE0VDLW+Qz25aO33M3lrPebfc55d64y9gad13Z49dN47FgYIBQWH4i7E7YjrkmJfuDe9lESOCbrPMddee+1xbgcuQ5S7FanXAqIt+YCwsQzo9NaMAhNJeiFb8QwAtMPWP4OU21CnYfb6zVZ0yFbFUmq9n6H0T4+GrA1ZG7QbqrKyClRtcu26hXcxAMiNsreI2W0s9h1vbLxP8QrlN+H1eHuZhGFPEwYQ8maARFucR+T6UzkOmaE4psHYoXIqcw9yGQEpyE8Fa71k7/oeWlSP515Vf8y9CxtPBk07B09LGGqV+6z3f8vFPfcd5mNGDjMDsHpRwLkuFnGUPIXCHIdmOjLHOn8hxPWo5UFSKzFfI1tCITwTgwD5FxxrqxwGMFPNKc9V/dhC2HMKuoZ1KpPRT77+UO67pSFrQ9aGrO2PtgmYVt3H5HdvEIHc2StMKJiaUNlGNvDMYhi48C3gBg+RwT3ywH8usEu+IfLDrFna9KqjSSi0ybNaa0L3Ejmb66O5/ysImwNk1Qt3EqC8kedpk5u1UGbrGP/vaYot8nIJnE++RgqSUaOGDoWJqGtjq5P4LXkOdeYM1jL3IHkvVkDqdnBu2pJZCrQ9+9MWz4zgvljFLWGqblgUbN3fIyz0SmacnisUAcEi4nqufjuU+X5oyNqQtSFrpydzSz0im97HW3gewwL+p6wI6y1STT+enpyDLJB/RC4ieVSexIE82GtErbN8KJVAXhWyFiI8SC2mw6N2e0YfBg782zIUKj9XANMDOPxmW0OAreNr2LJ62k5ttt06N6LTlpxja2sJAvVLYeow1iqzbFzBGIuXmTSe2hliarcT3Bxm4Hzq0uQ3axtxH16mZ/T0kuF6ytEvtda98LTpnnU6N4D62rW2hi0Lt7GGI+IqHrQfGrI2ZG3QbqjH95sAqFVGy7ptcu4S8obXl094naKYyBo8hEco/3mihD1bGAnZH3AWkEYdKCqhY/gYZBwuMBgqeGLb8hD5uNa1K3Bq3beCQof2q/6quZD065mcbdfKTzC1FJ1ftOO0VUmyH2TMelnkZxCLRXEzpRk3Jm5PkvGqIq8oGqsAKzEMdtVVVx1vHVdGCXumTyvHg+e1azQfYs6Qk3Vd4dZ95+u6zfwPs6QfWJssH96TrV4QOgyZ4/P7iU984ka8MGi3NGRtyNqg9WiJ4bDPtlTeAjjBn3hz4SPADoYIyxvFS4VXqecFMjjzjFfyrLI8S2Q7W8vaq0u1dXh5rq/geQOaEO0wQDMAA+hU2atGj4uAMgPXyylBPB/XpzTDTsDTPpinZdFBrf1VwaJ8HHutCLh2YrUKazv8v69lyxSmNsN6IdNaJ6YqbF58tTbdLuLLVrAcwzXnXPzcDzQe4bNCx+Lws7YUej4o9EG7oSFrQ9aGrO2HWvw5d8wuqRoySz69a7jt9uT2wBOABhmIfADGwpNM+iCEfn+tNMDH96qTLVr3dnjeBpLlzYZPy4tFm2krsxWjF5gxbEDEeXjBuTch0Z2AJ5TYNqhlCbZ+91zttv64HnkOFBUjB4OKycxcsNLHGmYmkDuOAoDVInel4vw2E1EXI0tHJLQAYk/1Y6xXUHGuSfIrIQlixe5vltbIdXnOkC2FEG5/t9ltZ7HVzITKd9Y2wvVrq6MOcH73NewyaPs0ZG3IGvcdsrZ/slws7fs6sPeAdT3Wv1vgyLPvLHN8qPCN3NVK5DYikCG8RdVjw7qYXmMuFcZvvfXW43Uu88ladw972MMObrzxxuMCmQAwjAUMlNYsNu6BV4hnRLbdLz1jzEV+0+7MCsZ7RGmHyCDnOm2AttnzlHZEXjGczmSdp1aHoJQqeYaOGa6+DNekgKFgJr8YklMJG5jJPMUyxPG02aGLOpiYQdn6XLtNqyUMI+WlmXksUByDUFbGZ58T4JxTkU+YKgwVJotCxwKuK8G7Td7vdzUU+oVBQ9aGrA3anTHT86zMASf/X7f2PnpreXJSdv3Uav/VA+t7wM/OwashN/gaHgwPkzx+TksfIW+E8apc1Gdttav2cQWvFTThaQpQooxC5CyFPPE6UQfLesGeNU9+yfVyXk8/nip4clyfzq55FfUFWyHbgnU5eIcOeJlcyxYv1nFK0MOIuCHzm4VFQd+8eHIP/LLr1FBcm8RRc4+4NpOPQaVlW9B5aShiGIBVpLOfwQiGsYvfiW1Yyh5kaG9QdM5LdVgUuV2THMd3K/MQgwzPy70IPwyFfnZpyNqQtUGbk72Ira2PqR/+6103VMGRE7sxPhjsnSNIyIylVMhDCt/HEwR4ynVdwLIF9PEssbYdeVTwt/OHwpO5bmpM5fPYxz72eCUBV9G3TjHoQnYxWOzRdS6W9ZK9rzYwAEuROcsay0zZSLEu4ZqE9ipIdXv3Ap6MMnv73UBPV2ZbrTA63y++binOZwYzo9FxKH+sZKZhcqwVOlM6YRgUHoyEcLCfQcFuQNymuQel9Rk4LJA1P6SH1KsLn322Gggh+JphgoQ1wmhZCTvbIHMUsuPbDiVUKxomJI5MAt66CH3QyWnI2pC1QdunVV6i1rEOqbUMFAOper6PN2hCPurECn8AT5TtYNkWCtHicUIW+W3vLbxIpX6uG77jWOTQvA94yn1Ze++ysth29eS29E0LbEI+zmFte5riyY1sBTQhcxgqznlymJ3rIcN4nPz+NqGNimSilEJYUlDtENbqcaIZL8kWYn0YtihwpluG8vKwiIljGmXCEEyz9DYM4GJ/uDuDor12F88FI9MWJ9F5oHItjYr6HVemT3C95twwJH1jVE5/4pakD1lV3nVuUMZ5rnye//znnzeDgGOIEcNgWB4ksfKdxSFJWmVFexT8sIZ3T0PWhqwNWTt9spzVUBqFJQ1c6qQFAAl8DZ9zHjl/LPbrULiTsrk2YClbPE7IAXLia1um/EwGgy1jgu819EW1/9dodqxlkPMJsfG/7x/CaLChwn57xiIPMVDyPTmO9vIGQLFgOEaHS6fYq8t3z5qlj9L213u913utNu6swvgS1I4rESvRCp1cBdyhtpJ5uHxyHpZqjg3DmMGcMxDCKkWRw5goRFt9FgK/fAaQuqYXytDWB+ezEGodqByW8HlmuhYaZ/C0q9FVnMMwKFsYhfyKIHKYy4Md7k2sYitvQhock98odI51Hsmg3dKQtSFrQ9b2R5Un7I30/w5hw/9s8SC1PFPwPCCrgibkBnlCTup9uRde3JrjxL3Yj9y5TQ6hVVBVnxXd4ZDa4ZHH1F5b6xMIfcN92WevVvX8GjQBjpLLFGCErOFxYkYdxyNPBlDVww14AoyymDGAcyfgqXZKZSq7uemwMATxWZCdFbZdmbaW/RJBz8QkYTLXlYHJeMl23eUcaspwP6xoXqQXQvVz1ZlDMKtzPkK024zFNGMzTQ0PeGvLIZ+cn08s3sR483LTTvow/wWJh1FiHcNE6ae4Na2UCQPEOs53lDdMhhXN4ABjm2hfnnPQbmnI2pC1IWv7o8qL8I63IXsrCJ+lEnd+R+Y8462G45z7Z0+NQ214kZwcbnk3nwBsuJbbblCE3DmsxrkVWPkavpZlDW/oq1TSoxp3XM99h+zB//EmRXZqv5Prl/vk/xybWX/MYM02v7OfJaDsscXocumFGkKkz+g3P8/OPE9WSO4Yd7bdfzADzFaVuN1nWL0kvXF9mA1FA3MR/yXngevaDe5idJ4ObGbhfxPtdOyV/aB5FDiMyfW4lgc3X9f918ph4T+Ygg/3of3ZhzszitrMk9gwTJjr5DfMmPOYTu36GE60c3sRRL+rQbunIWtD1oasnT615A4wxCSFfBKmxivq3CXAlHOa7P0xyEKG7dHlnnhNMFgM/u3ZaYEZZAd+qgDJ16gyhBxZhg5LcncFJu632gZkwPXOTMhU/osxA1jC85Tz8EQBsigSarmywcb9aZPlyqH1dfIL1wJPVtTuRL+MSlYIdK4VgxFwnWZpS5N8BvZjtVXmycczXCrKxipGabVyQdiPQud6HOc4LsxAHBrhcW0Z7kFtG9rvNb2yj5kEMEGUdJgkaDsfBIp7oqhJWqXaM6GEbMN81K6huKATWeuggpVvwYLc94N2S0PWhqwNWTvbZNnyjLhaNgADxR4ne4Mr+PFEAr9/e32YYMFMNoe/DIgc9gWAYfRYjg1+DDZcjoAyBdD9j+TWoMiyzXdkAHmLfER2Anwic7TftZ8oPXD33XdP2+Q4RZ7w8mKokBsIaKqJ5jyHgaUNL/qoNTtv6xXGW8q8Ra3GVuUB09RZPLZEuUZVMLwsGAjljtuPjuR8XjTxToc75pBzDUugbGkHDB7Gyn5i0RYaT+muaNhtwHqnTkUYK8xC7Ypc04l0bJ3UCiKvbk4UumvY9KyPOnukWu9z733QyWnI2pC1IWtnm+ogW98pgKolb9UAsQfUAIbBnf8A8T6uGjtV/mvOnMPWkO9nbyjgCU+YAdu5Rv04G1zmY+SWcF3kh+Kx5AliNDFzDjkkMfyee+45llMME3vi7DVqyUz1gKNv6mcdedsIPFnZVjd7PT4PHuUSCxG3IUi2JnVS2bcmt5GIV2flsJJ0UKoRJG7B1uwcZgoY9Weba3iw4llhzopqqyKMVcFSEbFEYTrctgw02eLepQ+4JogcVM53cimYugyKrwgdBZ79hBJgMu7juhyVuXhvIHC7MD1AD9otDVkbsubtoLNBgAQ8N+EP+BJPpidO4Hkit6mG6WrStsGWAVb1zHBPhwR9r/xXec8GTn2ebO1BdijZSedOcL+fgD9y/6hHPWo6hlIkEIAocpZ+irwYPPEfOYfZhyGSPEPAFAnklrGaz9Qi90MFeCcxULZWJNMvwhYrbmwUMcmjJKH5gcwUZioK5dFhuEXzO8fAXMRR6VxyJXJf3PxY0Lzcqqjqy4BBYCrnW2Q/rtpsWdE6Stj1bBhEQjkX9ycF/Og/LGG7NfOxUvYUZmLAOf7OO++cziWptRb88uDjBEDu7fdY3Zxs/dxDsZ8eDVkbsjbo9DzBeEhdVBIewCvqfMIKkpwo7v9drRvQhMfJM8Zahgp5Vhg/NaRWq9vbKwsoq3l48KFD/dkGHN5fCfHIfu4dIgkbQldEZgBQLJ/CjFOMl3iYcgyepoApGzIuBbIE/NAHlknyGasservXUgV1P7+p5ksHUscCJFsfNGREm4dMx1kBg875bbebGcTWLgyAVVCZjGdwbYrsZxqpmbzmlGAxVJcszJ72o8ixEnJ/GBWrJcoZ6xdmA6HH6iUxLswFIqcgX84lBuzEWSvh+oytvrcyh6oiHwp9PzRkbcjakLWzQ4CNkMNnzPbMYG8vKF4gh2ZbYMmeJ3uULWd4jjxhwoCmgihyALkegIO2WI4MkmoouYKkbMP353ROZhwaZDlUly1GSeQr38kvzBY5jKfJHifCc/b+erZhzyBZImOt91rP29nCwD101mooiJbMehS6kz3rfapVnHM9pdIdYwRdlY1Rdj68aKxjM3hVdjAX13OVZbtSLRQthV7zRbhW+oAZAixmGIYhn8K1ZcJ0THvO96Dx5z73uceu47Qj/9kt6/j7nMeC56vWFd9b72Uo893SkLUha0PWziaZb+21ybsP/xhsGIS0ZM2VxM3L3IfrV9BgYIOHGcPDBkvNa7RsMZOPkBzH2FBx7pZ5kckYoTnw5NpL1DYjRB75S4pBPEzJNSQxPN9dWR+QaiNklW60t6keV89Z9XurdZ6qQrBl6IeqjbDr0MzWUg5VeWBFWsH6Pr6fGaB2Rs6PMjRCr2t6OfcDpqrXwxU/p9x44WZ0ytqHyMnIfocGYDSmOofBgs5xZzJ1MwzoOjEtJVyf331WlfOcknbIZ9Wxg7ZDQ9aGrK06dtDZ8EIZ6FTQ1JIx+N5e3xZYtrFi2fM1MDwARdRvqzP8+J8VCFKTCi+WwRvPU3OxaCcGyrmje+dayXXKdakJxzUMojBYImeRr4ClyFcSwiNrkTtm0Tk851Ik7vttvL/6e93rruV5qjcxg7Sm4rYUeqvhvXsdN1Iv127NHgJ15r3bCUPARJ4RUUvlU/7e00prnLSn2Ng/p9ARNAZJ6syQOMe0zDBVGO3222+fLOIwnoWsJgG2FHprAAy5L1vP4v5dovgHbYeGrA1Zm3vmQadP9rRWYDwHlFcd5+PnPC02qFr5VC4vgAHDkkleygWwYw8T1635kIAn5OzBRzXfAE/kHdYaS9RjiowlLJfljJ73vOdN4ImQeA3P2UjZBNisene+bssw3Fmdp/rdL35O4fX+r5ZcVUA1XFDb0FJinjFg5YciBXWD+mE6GCAKFsaz9WhmczzZLtZqgcOsxIFhQsIsYSoWOmQKdJR3FHmSU6PUWT3a1kxL0fYGPFs9Pq/Vf633OhT5fmnI2pC1QbundQbL1rH2vlY+qcfV30tBcq+NLW8WZUScnxQZIAcyMkFIj/C6Z9KFHMLDYMAblH3I1WVHNaCqHiC5ndl0AUnx6t51113HXqeAJnKgvOSRcypXPf9JaBvXPNFsu8owPSXvLee1qOW2DFk5986zoqud73uyPxZn6xpYwfnfipi2eVCB2Tw7wQuh2l3KjCUXJyO3ImicEEGYKAo87szbbrtt+pBk5+d0f1UrptfH6yjmnoXUu/ag3dKQtSFrg3ZHm3ofekbOUjopUO7Jfg0NktsUMMPkkcgHS5Q41OfwHQCKcB37Hnh0PddV84xAqoQzgy6fyNcdd9wxASc8TuQP1pm3++D7k95rMXhCEWJNVQu1uqzdwNpgqA4CRvCryOfWdrQ6o+6rDMIzEmsFxRNy8NpeIG/3gwc1LG2mVufcfKfIHiEVKhS77kV+R5ljBbMwohV579laXoXavy2lXs/reRkG7YeGrA1ZG7QfWsXDqwbXkw7yS2Vw1fktPmJ/+BlZY+HpyEP+jwHjiuihWtrEAMrhutd93dc9rquW/1hQm8kZ8TaRDB6vUwBTDJcYKCSTO/me51nV56u8t639S717Oy2SyYwSK7K5Bq5qVFXMrWNbLs+TMDmIPORZDLaScduDrEmIw81JDZ1cyzkVVuise5Q4c37H6iWBN8ehwAkVUFU1s3tuueWWY7enc0B6z1jzTjzdfClD+PoIpWeA+PrDIt4dDVkbsubrD1nbHc0Nqtvs91XyclIAZape22xJ8qYmW76H3+2tpUaac59ybcJ1hPmyEPKDH/zgacuxLqcQ2YpsJ68pxsmznvWsKc8J8DTncVrVV0up5YVf1X/r3vfEdZ5aN1zKCJt2UkXbm16jRbaS83KDknOvTMdEobPmFYobZmUQAMVHkWcLIkeRs+wDix9iDYexEjIgxOB1jejTqrh73zcVSJ9bB87e/QbthoasDVmr9xt0YdE6YHpTank3q8za+AhR4JOlUuJFyifk0gQAIjxO+WQyxoOOvFWeJRtZixzFOIlnK8ApH2SNma1egmkbwKln8M0Zgj3aiefJSNTCfRLFehLGOik6rW5CCGZA6caCjfvRhcLCPK6CHGLB0Cj7Rz/60dNU0Ouvv376LwyU++W8IH3CBkzTpNZFZvkEned+OQYGxhp2rYuWcl2Ktlcp+5Yybx0zaDc0ZG3IWj1m0KB1yHxkPjZYD4DCOEHeCJN7dl32BTRdfvnlk3c3MvfAoxpRyAwep8hacpsiy894xjMmeUvILjIX8ERh2W0Bp3VplSztvEhm74YXqnvZz9ZLfqXicKxUloYwA4DMg95hMv6vxf6oZhw0nkEgyDzMld+sFs29HZ6grd7uoi8quR1Dke+ehqwNWRuydrbpLMtfD4AbqCAfFIjlgyEDwKLQbmQMj7ALa4aYLccSKwFOhOjscfJsuk2A0ypP0jZCnzvxPF1M5JdW8zHsvg9hiYYBki8R5gkj5XyWfQgzEAPO5w3e4A2mfbFq+Y+8iwwISaDD+g1av/XWW49zMaLQq9Vgy5v2rso7WaqkBw3aJQ1ZG7I26PQJHiR8x8y5yFoAUkAPa1Ky/Aq1m2Kg5L8rrrjitVYfePXR8iuRt8hW5PBP/uRPjj1OuW4N11XgdNq0t5ynS42s9DwLylNBWT+LmT610Fc+YRwWICXXgpozhBaYEbGqHa1wQouWHrfJOWeF8QddPDRkbf64QadLJ8nH2eU7PGk+YgUzJI1H1vKJQUKOk9enfNWRxwmvbrxN8TqR84Tn2LPqNgFO1RN/VgyRSx48rQqPOA8C5Z18CqZS5/uVV145bVNpNcyUGTxUOc75rOtz0003HVvBYbhnP/vZk2szCh20T6JrzXWpIQW3sUdnhckGDQoNWRs06HQJ/kbWzPcufBlPU3Kb8Dw5TIfH6WVHRS6T2xSP01Of+tTjCuL5j5IFLmi7qcfpLMrXicBTDxFe6JaSGYwlJigmxkKM3tYYsNfjSV8wowErmKrGrDaNFQwzj5k2gyoNWRuyNujCpW3w1rqy3ronfI+RQhgO2WIhbT7Im0PYeJxediRnAU54nFqz6jb1OJ3kOTelveQ8OanxQlbg1XXvRDkWWgwDJb/iEY94xDSzJ2g8yDwJdLF4Ke4Xizd9wZparMQeKzhMlVkIWMFR6mE+EuloC4xtq5hcjKrsB10aNGRtyNqgQdswUDA84s0NOIqMRd6Sz3TVVVcdb7M/MgiocqiOch/PfOYzJ+D05Cc/ecojTPXwyCBLrhg8hS4E3bWT2XabKvELzUK2FcxMgzAazAYa52NE7jyNKOAg8DAZ1m+25GLkP5L2TNuYdTDowqcha0PWBl1YXqFd8cZJwlxsnTeYDx4mJmVgpFCglrXuSA5H5qrH6b777pvC4RTGTEi8hun8DKueZa4PW7Lo6+7bu7e25+lCt35XMRnIPEX3wkjJrYjFG8uX3/nkd47JeUHbFPTjOmGwpz3taZMCz/IP2T796U8/ns7pmUZet8uLnkLrJtcNujhoyNqQtUEXBp0lXrDXFNCEd5eJFsjVtddeO+U23XDDDdMn3ibqOHnpFYMmcpz+8A//8DivMMAphoorja/rcdqkD6tOOZOep5Yit3Xcmz3Sm1FylgYFuzVhMixgkDnVVYPWyccIg7F6O6tOh5gqHUQe5c1shHzCgDXvwm1o9Vvt+x7K7jHSWRLsQatpyNqQtUH7oZrzVn/3ZnntWqY2vX5tvz1OMRzwOOFpwljJNr89s47nj7yxLmQ8TBSzve+++yZ5Y+mjucrhJ32WHp1mGZBLMucJZsIVmS0zehLvpQBfGI3ZPplxkNhwfvPcOT4UpgnyDlMlKTXx3yjvrO0T5sqMoDBY9rHwqKsYI7QkwdImMz9VXFmjaCjpS4eGrA1ZG7Q7aoGmC1XWzN/5EO5GxuJxyvfIXry5eJ6S60QRTOQ1gCiyRpmPm2++eZK3P/3TP53kK7PqIoORt5N4nE76zEv2nflSBXNWcMuSnqN9dDxr8qCcw1ys8cPaWli/1JbJvmqZsqI0iXSpd0GNmTAZ8eCWFdzqFw+W/lRa1Ye+R/Vc9I6Zu8469x60WxqyNmRt0Hap9e5XydRZAVjVq1pn05FHGIMEb1OSwvE6keOEnGI8RJYiUwFNKTibLTL38qMK/dXjNNcvPdlY8my936v274p2ljB+VpG7pzgHYYeBoshTP4ZFD7GCmflDIl3OZRYBSjkKPAxFVWTW0YoiT8XVIPN8Z5YPVrAZvTIeLlYzImGK1srrq2hJiGHJNYcS3x8NWRuyNmh/tOr9nFUZC/Vm0+V7ZC6giZpNV1999bQv2+Q35QN4IgRO/abIWD6RrXiess1/AVF//dd/3fQ4bTIJ4yx4Gr3dWc5Ti4nqTW0Jb5qH0bLktkH1uuRbhKGI97qSMSidxRJhlrg0CQ8k34K8i2ypdxHG8/ToVv/wbJXxbAGwJQSyKa2D+HvK/7QZ/1KgIWtD1lr7B+12IN2kvzf1QG0rV6flcWL2agySACZkLoYJJUAMnCKLhKpZ6y5yFcMk4fGUIIj3KUuuxEAhMfyv//qvz5Mby9VJnm1bfL+Jd2udczbyPPV+74K2rUDyosNYifGGqdhGaWd/GInZCGG8WMPZgq69AnyQOAshotBjFWcLE7aWgMAiD6X/sHDNgFi/PH8t6rdJv59EOQzaLw1ZG7I2aH9UB0+D7V3e76TXMGCKp4nZdMkbjKwltyn7sg14uuaaaybAxHp1GCqRKXIJsyZd5CozV2OYxNMU0BQAFU9wXRLpNUdyd1Y9c3PexJO8h41n2/Vil9V6XRUz9nn7IBQo06GjsKknw8wfQgl8si8MEyUL2g76DpPFjZlZB4QSosTDZDAXz+r+qn2CAMCITmKFtqHQB10YNGRtyNqg/dCqAbR6T6GleYX7MHjwkuLFzYfkb0LhJIozESP/R9aQgcgcxkkmX0TOkhAeUBVZC2jCQKFm2mu2lBze67tNPbcnPW6nCeNziHxJWGHJeXP3nEv8nEvsIwYcJkrM1wuMsqI0VY6zn7BCrhFFHqUdFB73ZRgq2yj2uDj5vyrkasFYCN02M2K1firVgXWdflz3uEGnS0PWhqwNOhteirMCou1xIiEcGUpuU+Qqs+giZ9nmv+QZYsCQDxU5oPp+gFI+kbmAJ/ILA6oia5QJSR8QGj/c0XIr+6Y5ULyzIpkty2yVlbyKesfZym5Z5q0OqNZjGIbZBYn3eqVoK3LixdlihZJ7EXdmmCxKPCg9Cj0MaPel723l3FLErVhxfZ7es7XeTeu/kyL7QadDQ9aGrA3aLa3zXpZ4eZdef9Pz6jHkN1EVPOUHWNTXHqeE6TxJg3xCQuDx7CY0npl0Cdc5t6l6mk4Cms4t8PIt/b8HaLd5j52XKlj6opd0+DpWMdSzklH+1LugoipTo9kf5gvTMVUaRB+CgZI0lwS6MFY+2R83J/Hfml9R27C0nzaloZwvDRqyNmRt0HbJILp+1vXq7oMATZT3cHguuU0BSHiaAp4oPgtoonZT5CqAKcApRgo5ThSXrQnhZy236XDDpPveO173WicukrnkuCUPuhSJt44DCfesaKZuwlRhIq5JXRlmHbCfEAKJdGGslKGPBZxPLOOg8xo2mHueOXfw0kFxHZqzgmtoY11GHAPI/mjI2pC1QbuhpX1bvU5zXknT0pD7quNNruHEMioxSCJX8TiREB7AhNc3x+Qc8gldhiCLaFMxPHJGmI7CstsoQ3BuA2/QSfdvImM78zz1XPn7plaYgm1FkvmEyVDY5Emw7IOnTOdYiusFfYd5kmuRUEGUeeLBsYBZaLS1SnzLrblNV+G2qDLLktDEPqz6Qf+PhqwNWesdO2j7tNTz5OP3LZduF+E6llkJSIq3lxmrkcHIGh5acgSpj4ZxEi9vtvE4UVyW2a7rgKZNaV/87ffZe8879zwtYZp9MFZPqdf7Y/EmeTVMBVNEyVuhs5ZPFHUYKEo8TEYcmOqqFO6ba09luJa1vOlz7ouGMj99GrI2ZG3Q2aEqa7uQvdY166DPzDrAU0AT9ZsMnpjVmusFGMWDG69ucpxuueWWKTQeeUsIL/9RGqRV9HIXOubcKRoydd8mbTnxwsCmXpLmqmNb/1fquebzqe583zPIG8XNuj1R3tSYybFR4GGgUOLAYSKK8IW5mB7tysX12eZciav6onfeLlzPJ6HqaRi0GxqyNmRtyNp+CL71tuV5anlbl4TH1313rXP47XYSsiOficr8ACYW0MarS120eJoif4CmyJ29TZt4ms4tDJctPW7J/+veo+dZ5FPLk5yJnKdtUmsQmHshVujUtQhzUVsmDMhsgjBXtnFfRqGzfk+s4DAZjAXjOoGuRS3rcR2FPmgQNGRtyNqg3VAdPKm0XYH4Ut5aGkJeJxfK/F1zneJtyodZdnh28SKxnBF10kgKj5zhjdokVHduBRBaB/gsBUJLrl2P6YEn8sb49ADz3nKeqtXX2+f96zDVukmz9T7pJKZJUxgsSjuKnNk8UexUU802n5bwtHIt6j3r1ues0y8nRezDCr7waMja37RxyNqgXZEHT2/xeLK49Kpk/3UTyNd9t3XAJ3RH+Q/aGkCUYwFFMUyyL9t4mQKc8PjOeZzqsy6RlV14oTbxPtX/el6mFoBqzeLda87TPmjVizOKZBtGC0IPs4VpwkCJ+1KxOMqb3/meY2pHm9lMDmW0XIC7TrzbNQ1Fvn8asjZkbdBuCR5imRJyhOqyPnNbrtOiHmBfhz85x8uw4NWl/IdD4iSGR67iaaKWE7WbDJyYUTdnoO3Kw3RuC+G9VdeonqcKPv1ZdyHwtXKeNonzroO0V127h/x7lgAfiu6FecJIOR6XJcg8Lk3WyGIWEOdz35YV7DasesYWql0HPa86Zul1l9xv02sMOjkNWRuyNmg/BFiqXpxWXt8ceGpR7/9NgH0FebQNwySgiIkY2Yc3N/uzdXiuemX9rC3Z2RUIOreGPG16rMGTjbMWcOL7zj1PLaVdG74kYW7u3Na9537Xc8mVCHOxqCFhBNyYSaALY3E8yrzeAyu43reFcFuU/a0XM/ec6yrYJQp4qZJe9TyDdk9D1oasDdothUczcCZXKBS+wwvK9wrie+BpKVhaFzzBF55lR2FZ5CkyluMiU5G9yGBkkbxCvLuWLa7tsGRt35z8rcu/c8ftGqAZPNGPeO3w4LHUzc49T6tiwEtoLn687jXtcqvtCsOEeUJxZxqZ48IEbdPJler+OUt1KXLuPec6TLbt/+faMZT8fmjI2pC1IWv79TwxoSGDKX3ufKdVXqcWIFp1zFIQZY8Q3jHkI22OTCFzeJcAUXV2bJWrJc9mXlwFps5tCKA2BU9Lz22BJ+rP0ac78zy1lKW3c+f0mGYdJTen5Fsv1b/DSIn5hlKG3lZvFDrX9lIRnA8DmmFXMV+P7BKe67tdWsPrHjuU+f5pyNqQtXXvMWgzYmo/FbjJtYNnW+u59WRsE7C0jhfKOU/2PKWtka0QnqXsx2sGYEBW8RKveq4WcGoBqXNb4u8lBsycXlp1L/SOPU/px7z7eB7hhTPjeWqFHXrHr1LmvRBGPcdIm/PqOj21jkwdfCqzrNNHPUXt9q/qu10r9ZNYxeueP2g9GrK2vI+GrA06CbG+ItW409cUdq0Ao4bvQnPAY1ueJ8jJzmm383WqR4n/QxgkyCKySRtWtaMFnFryfNYA1Bx4Yq1N1gcEOO0UPPn3Kmt4qTJvKeZe3LV3TbtX3TZi18m5CFUmC+rMFqbCOmYZCawPK/zeQFJn/tSFFHvu0B5tqtSXHNvr6955Q4Hvj4asDVkbtB/KjFDAEhXtyXVa5Z1ZFxydFDwZAMD/JIlXQwEZ43n86T1D1S+rwNK5DT1PrXNOApCW7PeW/jNwppjvTkoVzCnwlqVcH2hpiGDOwm3t977aDh/rBNT6Em01+171+qva3mpXT0A2UZCrUHmvPbVfeu1c0qah2HdPQ9Zem4asDdoFGYRAAPi5JUrmPE6t/Ut+L+WJWtLDctW6xxx4WnI/thWknRRA1X3bAFA93WUASN/V2XbVg7fyWQ7Xhb+DBg0aNGjQoEGXMC2HWYMGDRo0aNCgQYMGeBo0aNCgQYMGDVqHBngaNGjQoEGDBg1agy5a8HTrrbdOiWH/4T/8h73f+zd+4zeme2c7aNBp0pOf/OSDd3qnd5pWXA9P/t//+38Pvvqrv/pUkpEji7lvZHOOTqt9gwadhbHikz7pkw4e+9jHHpwVWjqe/YeF8n2x0NrLswwaNOjCoNRb+siP/MipRMC3fuu3HjzkIQ85uPHGG0+7WYMGDdoBff3Xf/3Bm77pmx586Id+6Gk35ZKgi3a2XR4rVVZdLGxfRDVl1k0aNOg06JnPfObBm7zJmxz8u3/37w4+7dM+7Xg/9WwCqvZJsUw/+ZM/+eC5z33urGV9Wu0bNGjfFG/Ou7/7ux/8+q//+sHf/bt/d9pHdXPW21tKD33oQw8+4iM+YuvRllYbW0Rl9rT7UvAcX7Sep7y801K+AUxD8Q86bbr33nun7SMe8Yjz9q+7AOa+6ay3b9AgDORd6PkY/Bci3X/NCt0XOm3NLUKewrOe9ayDj/u4j5sqt15xxRUHX/EVXzF5gZ73vOcdfMiHfMjB673e6x1cffXVB9/8zd/cVPaf+qmfenDVVVdNTPlWb/VWBz/0Qz90/H9Q7eWXXz5Zr5WyenTO+Sf/5J90c54SSw46z5pbcW3me9qYc1hCArrvvvsOPv7jP35qbwafT/zETzz4oz/6o0V5VK0YcRD7m7/5mx/88R//8cG7vdu7TSGUJzzhCQc/8zM/M/3/m7/5mwd/+2//7anK6Ru90Rsd/M//+T/Pu+Ztt9128Fmf9VnTfznmUY961BSSacWXuUeOe8xjHnPwdV/3dQc/+IM/2IxH//f//t8P3uVd3mXKiXnYwx528AEf8AEHT3va02afb9DZp/B6eCAUPsm7x2qsOUXwxr//9//+tcIA2f/f/tt/O8+bFes2chh5e7u3e7uDn//5n3+t+4eH3uM93uM8HvRq7uvmPOX353zO5xz89E//9BSayHXf8R3f8eBP/uRPpv+/93u/d5KntCnPWfn8t37rt6Z+uOGGGybL+Prrrz/4wi/8woNXvOIVr3V/7pFrRWb/03/6T808lDzPt33btx282Zu92XRs9NY//If/8Hhtv0Fnm+Cz8PTf//t/f9L10auf//mff7zQbuW/H/uxH5ved3jol37pl6b/Mp58yqd8yvT+sz//V1kK3XHHHdO4E1175ZVXTvyX6EilHq/9m3/zbw7e4i3eYuK1jFvv+77ve/CUpzzluH0vf/nLp/GSYpa5DrTtNi7NecpzfOAHfuA0FkZXRG7zDIyNP/dzP3f8TG/7tm978Id/+IevNZblOR73uMdNxwQ75DkyPlfiHjnu8Y9//KQTevmTP/qjPzrdL+2JLvvoj/7oCaOsRYdboq/6qq9K+O/wrd/6rQ8/5mM+5vDf/tt/e/gBH/AB075v+ZZvOXyjN3qjw8/8zM+c9r/zO7/ztP83f/M3j8//i7/4i8M3eZM3OXzAAx5w+IVf+IWH3/7t3374Lu/yLtNx3/Zt33Z83Kd8yqccPuIRjzj8q7/6q/Pu/0M/9EPTsU9+8pOn38997nOn3z/4gz94fMwnfuInHr7O67zO4Zu92ZtN1/nu7/7uww//8A+fjku7oFe/+tWH7/iO73h4//vf//BzPudzDr/zO7/z8L3f+70P3+qt3uq1rtmiX//1X5+OyxZ6t3d7t8Nrr7328Prrrz/84i/+4sPv+I7vOHzTN33T6R4/+ZM/eXj11VcffvVXf/X0rNddd93hwx/+8MM///M/Pz7/p3/6p6f7f+VXfuXh933f9x3+s3/2zw4f+chHHt54442HL3/5y4+Pu+OOOw4vv/zyw0c96lGHX/M1X3P4r//1vz584zd+4+O2p1+gH/7hHz48d+7c4fu+7/tO7fmmb/qmw8c+9rFT//q4QRce/e7v/u7EI3nnn/d5n3f4Iz/yI4e/8iu/cp6smj7wAz9w4rnbb799+v3Hf/zHhw984AMPP/VTP/X4mD/90z+djgnfhlciF+/6ru868dDP/dzPHR931113HV5xxRUTf4an/9W/+leHb/AGb3D4lm/5lq/Fgy1qtS+/c37k5xu/8RunT9pyww03TO1Im775m7/58Mu//Mundr/7u7/7eed/7ud+7uH7v//7H37913/94fd+7/dOzxXZ+4iP+IjzjvvFX/zF6Xlyr+itr/iKr5ie483f/M0nWTN92qd92uFll112+Omf/umH3/M933P4pV/6pYev+7qve/j2b//2h6985SsXvqlBp0Xw2Vu8xVscftAHfdDERx/3cR837fv4j//4847NvoxP4evo1e/6ru86/MM//MPDu++++/Axj3nMxJf//J//82lM+eAP/uDp+G/91m89b3x7wzd8w2n8+ZIv+ZJJz7/t277tsUx4rMg4VXntkz7pk6bj3u/93m86N3r9Qz7kQya9HYp8P+hBD5rGzHzPJzogtIs2tijjYpXvPEfG/muuuWbSBblfxreHPvShhz/6oz86ya/l+QlPeMI0/kJ5zjxT2p1x7/M///MPH/zgBx++wzu8w+FrXvOa4+P+4A/+YHr+jF+51r/4F/9iGm8Z90xf93VfN8n4R33UR03jft7nox/96OncP/uzPztcSlsHT5/xGZ9xvO9Vr3rV9NLS0DwQlAamA8IkUF5Uzk+HQlFAATHpaIDEL//yL0/H/cIv/MJ5949ifNzjHnf8uweesi8vwvQ2b/M2E5NAP/uzP/taoC0v9D3e4z1OBJ6y78d//MeP9z3zmc+c9t3vfvc7/P3f//3j/Tyj7xPGrvR7v/d703EBQR4k0t8RbOi+++6bAJUZ+6UvfekEkqL4TRG0MHHdP+jCI/gwwHsVOAngCY/ESIhhEpmIYnvJS15yfMx7vud7TgPNX/7lXx7viwJ7p3d6pwkcQV/wBV8wXf9//+//fbzv3nvvnfjqJOApytHnBgRlfwwPGxpf9mVf9lr3acnPN3zDN0yycttttx3vy/NFZ0U+oN/4jd+YrucB7bd+67emfT/2Yz923jV/6Zd+qbl/0Nkj+CxAwvRZn/VZ0/4/+qM/Ot6Hnn7a05523rEB4QEGL3zhC8/b/9Ef/dETv8N3jG8/9VM/dXxMjN6AhVXg6dd+7deOjaBKBhAB7h5Td9nGdcBT9gHkPL4FA1j2kGffpyW3P/ETPzEd97/+1/863hfw+5CHPOTw+c9//vG+Zz/72ZNxY11y6623TkZTwJXpT/7kT6Zj6/452no2sxNTE/+MGy28l3AclDBYwk+33HLL8b6EBuKS+5iP+ZjzYr+f93mfd/Cyl71sCmuFEgp49KMfffAf/+N/PD4ubvL/8T/+x8FHfdRHLWrjP/pH/+i83wlbuS1xx+ben/7pn35eHtNnf/ZnH5yEEiaMexBKH6QvktSbkB3Ed7cp7kWHL+O2TJgi5//BH/zBeW1POOOt3/qtj/fFLfkP/sE/OK8t6a8Xv/jFU3+/8IUvPP7kneX+SQ4cdOlQZO+7vuu7Jr6IPKSkQdz6CWWEXvSiFx382q/92hTeeOlLX3rML+HD93mf9zl49rOfPYUGkOW/83f+zsE7vMM7HF8/YYbKg+vSe77ne54XzkBOPvzDP3wKOS+Vn4Q30vaUcIhuIlRw5513TmHAT/iET5hkFUr4M6GFGtpLasJ7v/d7nyc/CQXk3CE/Fw5Vvf65n/u509bhavgg4VwovPOzP/uzBx/0QR80fTcfRCZe8pKXHOvmXOuaa66ZQt5QUjc+4zM+Y2X7co+Enr7qq77qtf5blZi9rzbOUfosY1KVz4zlCaMvlduEUtPu6JYQ7U7KTdJcEm689tprj4/P+Ph+7/d+57UlYcKEQKPH3BfRf2/wBm+wltxuPSvTnRGKgkkMMoCn7nfcMjk9aXydnRZgwf9Tgy+7bFKWP/7jPz7FYhO/TYcEUCwBT8SLTY985CPPy1PIvcJEYRxTXsZJKLkfldnTD8m/qPtCblNyM77hG75hyk/JIOVJkhEAt92M2mt7BjsYuEUMmoMuHQqwTy7Af/2v/3VSmAEr0HOe85yJ55LDmE+LkrN43XXXTTxoY8DGwrZ1S2iJ/Nx+++0HX/mVXznlZ9WcJOQHHdOS8+yzkRL5yXnJC5lL1h909injjin5MhmHat7c67/+65/3+wUveMFkgH7f933f9Jnjg/BWeKjq/yUycfPNN0+gIEbwurSvNu5KbmO0fc3XfM3BT/7kT76WTCG32Z/xsSe3psht9Fh955sk628dPLWy7XsZ+JtWSYiSTzJYkp2DNn/qp37q4I3f+I2nBPNN2rcv6t17Sf/EGgpw+oIv+IIJHIXRwuTpi6WJuCbO+ZEf+ZEJdVcas50uPYoxQwLq05/+9IlHMGbgl0yuiMXaopMaF7uSn1im8RBFEX/pl37ppCuSEBsjJMmom8pPgFMSiFtUDbRBFw71vDn2goTgm0yQyoSiFr3lW77lwWnSWWjj/U8w7sVD9Lu/+7sHX/zFXzxFU+LVzTMlWX5Tuc37DXZo3d8e51V0ZkbIFO9LZr0VdigzIfgfetd3fdfJM5TQ3ROf+MQpnPD//X//31bbEvfdX/zFX5znfYr1fVqUWXlhfs9SjBszVkVte6uddV+sq1AGgPd6r/faWbsHXVjhi4Tk4uH8si/7smkm2T/+x/94+i+zXbDMVvFLeBDPpummm246OA1KKC6zgDMTKSE5KCFKEzpmqfwkVPDO7/zOrzWoDrqwKLxqr1LedcahVVW+A5ATLg44XyITf/qnfzoBA4OzJTIRXvvlX/7lCfzPeZ9aoG9fbdwFxQP1q7/6q5PnKV5jqOqWjGGJKC2V2zxf3vcbvuEbnqh9Z6aC4/u///sf3H333eflMqVQ3nd8x3dMaJBp16GAq8Rlf+EXfmHynOS4pflOSyiWdcKAKS4IRZiSE3JaFJRcPXXpm1piIW3/vd/7vSlnBYrQVQs5xyU0l+noedaWu3fQpUMB55G9b/zGbzz4p//0n04ezS//8i+fQAcKKiUA4vG96667Zvklsvz7v//7B//n//yf8/7veWl2TViYlp98z9RvU0IjKU3wwz/8w1OeJZR8S0oi2CKO7H3t137ta90v+qgaNYPOLlW9Hr0aqvkyLb5KCklyigI6VslEcuooTROKcd4LpZlyj/BrQEQl83S8qZXv9tXGfcltKEZdPS7A8D//5/88td/AKR4m04d92IdNx6cv63Xzu1UC4cx7npJjEcUcN/pTn/rUCfXnJf7O7/zO1FlOCA0FLIXJk0SXZE5yo7ZBCQUm2fWLvuiLphcQN39yJQJCQqdRPTW1MgIUE65LAl4AUizf1CUxfcmXfMmUt5IwRUJ9Eajv//7vn+LOaT9tD3D67u/+7qmW1d/6W39rGixjpSQ3JDkvsai/8zu/c+/POWj/lJyBz/zMz5yqCKeWTSjvPt7XyONv//ZvTwZLBpl4eiNvmUwRb9Q999wz8WLqw6QOGjwYXo1rPTVzwoNRwHiX902R31icCTkmVBfez2DSqscUYyL16ML/qSeXY9IXAVUGVDHmUtMpXroYKn/v7/29ySsXqzjJ5AFmTrwddHYpFe8/+IM/eOLX8HL058d+7McuSgOJsRE5SY5fZCK6OXo2+XHRz4wZ+S98FM9nxrdETiIjNa+2RZHL6Olv//Zvn/iLkFVql1lmM1kh9/yWb/mWyRCIdyXt2kcbd0GR00SZ/uW//JeTgZ98yl/5lV+Z3lel1HPKf5Hb6LIYNsitHQnRA6k5F896ctoy1gdb5Jqp5xYcQq3IlXS45WmfL3jBC87bn6mTmUJZKVP3U2/JdM899xx+8id/8lRzIbVaMm24VxYgUzRTtyL3TN2GSr1SBa22tKZG5zk+9mM/9vBhD3vYNJ0zdTZ+53d+ZzoudZk2KVVQn5epnKmHVSnnf/Znf/Z55R3om5RueJ/3eZ+p1EHOr9NTU6YgtTEytTvTrjMlO3Wzcs2UIqhtzbXyjKnv8fjHP3561qc85Smzzzjo4ilV8GEf9mETn2car+m//Jf/Mh2Xmk7QzTfffPgJn/AJU3mA1GRLzZbUiPqZn/mZ885NnajwfHgqx3zt137t4Q/8wA+cqFSB5cEynjpSq5776U9/+uF7vdd7TbITGUopjkxFb5UeiXynNlrkJ/Wdfv7nf36qB5d9lVJ7JmVOMu06fRidlRo5d9555+wzDjp9gs/CG6n3lfeXml6p7feKV7xiJf953Mp/GY8iE5GNlPUIb5gyLT9lETKlPjyYmkWUtlhV5yllf8Ln4cGMjak3lZpPT33qU4+PyXiQumvhxVzT48K227hOqYIl41tPnlO38ElPetJUVidj1Ed+5EdOspXj8v5Mv/qrvzqVWEn/ZBz7/u///sMv+qIvmnRQpZQjeuITnzjhgXzSr2nPTTfddLiULtq17XZBcQs+6UlPmizxINwLiZJoHs9erOdLqYT+oEHboCSrxjNb86QGXbgUb0XCNwld1dnggy4O+tAP/dBptYNWDuZJ6czkPJ01qss2xA2YMGFciQlzXUhtTxw37teEXAZwGjSoTwkPJGepLvuQkOTcoqiDBg06W+NeAFNqV+1Kbs9MztNZo+QL5WWkLEDqSaWWVKZMJifirM+uSZvDMMkDS07KD/zAD0xr//Xq8wwaNOj/UXKiknyaqd3JG8ls3+/5nu+ZynnU4rqDBg06O5QcTNbBS82q5PQ+8IEPnHIwd0EDPHUoxSNTFuAXf/EXp5IAqWETzxPJeWeZMmsiyfZJ0k2CeDxlAVBJvhs0aFCfUjA3ibeZZJFwTpLds1h2km7r5IxBgwadHUoi/U/8xE9Ms/ZTPDtOhDg7egUxT0oj52nQoEGDBg0aNGgNGjlPgwYNGjRo0KBBa9AAT4MGDRo0aNCgQWvQAE+DBg0aNGjQoEG7SBinrlESkF1hO9N6WaAv+zMVPtWIM+U3n0zxz4fz8l8+OSez2HI8s9e8TEhSsXLtbDknx+YaOY418LKPe2Z2XMrJZ1HbZNnnvjk2/yWBLL9zDNf0c/CbdfVyb9qee6V6MEukuE3531ObeZ7cNzPccmzak2uz5TlyzWxf/vKXT8fnf54jfZOyCPmkynGSV/NMSWCl3fSRr5Xzsz/XdNtyXo7hnZhqP3CNHJdtnp/ndvtf+MIXLue0QYsplYDp79r//rSWHDG1jmnt95YP7553XdsRYr//swxVPlt1716buWbuAT/Dp+Hp3Cf8HsoaV+iIUKojI3eh6IdXvvKV5z0H18uz5vrWQ3U1gaV92nsnm1JrCaVBJyfWboR/2aL32Vb+b8mkqcXPVX4qWa/7uNb9e/eda0Pr/3qN+p02tbbnjj6MW/xHn4EN+PgZvG/Vc/T6ZVU/ekv7wAv5pN35RGdkbM3qHdmfySJbBU9WmL2GV8bqXccDcd1XX14dRKywYXJeYmsQ6DE7x9EGr9Dsa7WezWCRff7NwAMIcb8tuYefp9WX9TlpP+f5e+/4Xrta76F1nUG7oxb/9pTmHOhYZ39PdjBSeoqu15Y5hbiq7a02V71R5dEyY7lutbO3vFJtd09GW9+X9PWgs0d1fEB3V/DUGvx74xbXrdtVYKHycGv8WnXf1vPN7Z/TJbVd9fv9BJiq0eS+q0Z4BVStNnDNuXYvITttGBs9ZtNe2roOLQZPeDgoshjrzR4ZUCZeIdAdDaoNA7HmQWIN1g50Z/PgVmr5pA15aBAkVmnOo31pD5Zozuc5Qr5uvD05Ph4qL8LLM+e8XDPbfLgn98i18jvf8aixJhBWI9YyljBMhbK3py2eonx/yUteMpVK8HPnPKxnnqW+HxiZPuL5+Q+GwbPg98x+e7P8blsehUHbI/hllcIOzSmfJYN5PaYnr0uUdFVM8GDr2NbvOhjYmzVnfeY+sR6R41DkB4909qMP8r3KN7JnWcET5eda+hz1+2mshTloGRGJ4N3Xcax6T1oDP9STScuUAVrlwRafrwIcS8FTNRxagKl1PbeL8bL3O2TwZ+BZAWivH5eConXAE1vGX2Q73qaMxRmnoz/Yv7M6TygzdzZK0h1mJDqHaM1M1QvkLagx5NCfB3N++78eg/O9vmiu1bJc+d/H2BPFlmfJiwnV52v1pz1NuBSpdszzu820ofYx7aqAs2eh+9p+Tg98Fg63YdBuqKU4635+h+r/c4O6fy9RoEuVmtu2BFy32tS6t42L1n7rBB9b9U/9rxVmdJ+37rEEQC151kFnh9DNpDMAmvhdwVMN47Xeb2v86oEnj5/25Mx5xHzNdQFUlSNfoyXrBkhObTlXwFOojm84A9z2OfC0jpysc2yr/Th2Ms46HWid6y4GTyAyvDvxSvC75fYKko8HpiorPC8wrAfwIEEeojIsbUBJ5r4gR/Kr+GRfPEihGsKCUdlfGRiPDnHcyih+0TmWvIsQ18Ebx4vLbzMHfYiXK54l9uVZW0zK9ZzvxT1NVaArsHVOF94qMz33o4+rUFlpDNoNOdzbUnz1/1Z4qbVvE6qKsVqQeDvNR71BZe53T3k6rxB5hLAe8XKHskI659mwiQxyLXSP21895fC/2zlA0MVHjFtEFQBN9kJ6fKv8b6p80gNRBhEh5IbxjWsYaNTwYc8AqrQOsOqBJ+cLeVy6f5H72vZW6LPVh5uApyXPBtWQI+MpUSt0ZcZhHB5LaPGRBg5uSKjVAXSaB36fW5F1zw3Iefn4OpxDSK1ebylj1eepjB3qIe1q9VbPmPuuF2+tyL31/LaOeyEEP1Pta3u1av9Xa8TttvAO2i9VHlhFPetxWwN/zxNrIFcnYZi3esBprn09b5PJA469vVXWkKEqPz3Z20SZD7rwyOAEkN7btgZ9U8+T0wNPVf/aiHfbaB+AZJvgqXUNn0MkpBpR5xrhOxtyHjt6AMryOefd9X3nnm1Oh7TCiuzDkUD+9NbBE16keEsMMlqWsC26EI2y96rFgFh69q5U8JUPVmSOJ78o7WKWHZaEO82zdezlqgqW/dwP6yP3zPWd40VuRAUj7Ku5K1yT5yfXi/+5h8FXBWT5H8uoWgM+Hm8Y1rQBJoMM6LvOhmRbr0kfrYPOB21Gc9aY/2t9lnieqqLshQKrdQwPolRbYbp1FNASMl/SpvAzeiD77UX1IEPbLIshchZ9PWSk91yDLj5i0Mw44rw3frc8Ty3ZrMDJ+1uyVsETfLsEPPFf636+z1KaA4EY/d7SzvsdfTK7nDE4v+mzjG+M5RVM9fpyH+CpPmPeedpP1GkpLR4FazjJSK1lIdLQyiChXqfV+G6rfADXysMSpqvhNfbTBrfPz2G0DAFGPHjg3uN6DB71hVaU3rJ+DeQQSoPClufJz1FfvkGP93uwIVxhgeMcg93ePeu+XiLwoO1QSym05KW338BpTin1jmldu3pInWNUFXgvpNzbN9cHLb63Iq59VD22pAg4V8XX7snptgHgoLNJDi35A5iuaSnmk5789MJ5fO8ZRpUHzevezsl+776V6pjdOs+6xHlZ1Zh+wAMeMH0AUZ5YlXMZi5cYfb12V9le9Xxzx+CYqV7HdQ2mxeCJgb03dZMOwztTE6t5EDOIQYQH+nh/rCDtXsuxWJzJks/HNaVcd4prkxthpZ9ZFrx4E94vt4fvAC97m9wfdaahLdvc58Ybb5zqNr3lW77ltE0dqMRZ77vvvoOXvexlBzfddNPBXXfdNTEhniHaR396xlsNM5hZYjnRfp7HOR9+Lt4ZdaA413WtDJpGzZnd0hyI6SnRep63S773FHrkK7LDMZFzZq7VsDWfuUkXq763fttzyzUxUsg7hDdz71jAb/zGb3zwiEc84uBt3uZtpvotL33pSye+zqKhmcH69Kc//eD5z3/+sQcKg8y6zc816OKkKlcGUKs8JZWHe6BqFaFbCUGj0z3+MWu8trsX7lp172pk1fNaMsh+5zw94AEPmOQreuLaa6+dxi7k5o477phkLfUAGesig5blVcBvDuStQ/V57U0ziFrHMbB2wnhV3nz3FH4nXrbAEw9iJvEgz6Dt0GCoAjLCXCmQZzdriBfYQpKgYe5VZ9twfivHqTUg0PFO+q59lmtdfvnlB1deeeXB27/92x9cddVVBy960YsmEHf77bdP3++8887pO8nuTmzjxdcZAW5T9bBNL/hoYKgCSZscDiTk2RtIfc9Bu6UWMOpZaKsU56rjevcKhRejEA2MrHCqJ7IF5tZR0r0+8HG+p2eyWt6vuOKKg+uuu24q7nv11VdP8pUwwrOf/eyp4Ozznve8Zui7da8Bni5u6slZKz/Hx7Y8nz0DpuXJtN42gLK+9vjY48NV+nruuVvU8pzZmeBnuv9RUeiUBonMZcIG41fGqvxP0WfGZ4f/Wn21qo01+rKEHGXytn7WGds2KpLZmv3lKr4M9nUfITZX/67xUO4BOHIH4ZGKRclLyj1iVaZOQ5QjlYZznD03dI5BWoj781yVoRksPLOPuks1RMdMO+eFZcusunvuuWdq36/92q9Nnif2p+2PetSjjlE716MPHHJzHScLtO8FU5s8I8kAtAX+8OzZVUub3HeDdketMFkL4NtDskTptIBBa8v7D59SeTf7X/ziFx/XHsun8iDXnaMlSq+lzKw08Sijiyzn+e/WW2+dAFPOT/sjY5Hfhz70oROoirJv3a8FTgdd3FQH49ag2uMLn7MqD6mVAmHdHB7FIUBuK/lXASCuY7hN3lxlwLScH685GjMyHiZqkt+Rt/yOvBHGy1id8bnWGzwtA9x6zvs2AaCXbarUUaZYfh6srdiMnnGLkYdQp8JXgFATxQmDRfHlpQQoOGk05DIHtDffHY6r3qTWLL8ac+aZM2CEkQFJDDIcQwiM5wMA5ZgMPGGkXCOCEos4IPDxj3/8xHBcj3Z56RnILtOaSFinkPIuGGDpC/qUrd2WIYcyGUgtsCPn6XSpB078fk8CoEKAkrjjUYbIIzLjMLnleA48raOcHJ6uPMf9kFl0CrwaQyXh8MhblHhCCpG1t37rt54MFZZx8bXcviWesUEXPvVCyz0A1eOV1nk+pspXNYwwADIG5BNj3XnFjC8exyqwaT3HtgCUv1cA9YqjwrSRtRAFJ/McOS46JDKY4xxJ2dQI30QmW+9h7r3trEhmjRk6wc6d4hwCBvecH/BQQ3UhJ+V5IPD/IWZFAErw2ORl5UXFA5UYa47LvRwKNMjxtVtkz4yBgwENDA55LTCew4W4Qgkb8Dyx7AOiYhFjYThfysAREJjfNSGej8GQvQG0gdw0gz6/HwPPHoAas5B2S0sVeFVkPmdV/kVLIdb9ee/hxyjF8GeUYraRs+yPFzWfeKLCu3h9t+GZbHmC/VzwM95tZgNHF9jzGllDVgMCoxcCosiRdAi7Gk/w+QBQlxYtkbfecd7P93rtUNXZ8CDjGHwcyvd8qEMU3s0Y5zzbk4D9pef0AM/h0ZgQPUF7Av4o8kwdw563qQKafdOm99xozrmZpc5OsNJDAaGEGICdl2RgU6cK2msSMvoGRISi1GG4KPcspIubE4ZzCNDKtddxZpJqVVNOIPsol+Ap3D6vTovOM8UiJt+CxYwpP5D25lnyTJ6Nl/YD1ABRrQGGfqqJ5cyEqAn6tNN5VfYkEIo0DfC0e6rAqL6XOaVePUE9BT5nQUPhx4CiKEPAU/gBoB9ZQ55znI2GJTSnMFu5VFwb4JS25HkxOgKM0CeREUIJOS7yhefXHmr43IaPZ8FuO0wy6GxS5f+WgdKTmVUejNZvh+LN1zgBMBAid/kgX4ARG+6rPM4npRqZgTzmJHyXtuHY4L8KnloG/74B1Bzg3UmRzJBrNdlLFOVaZ9nRKLxM1e3vacSVmXwvXwfmwcrNi4K58klIL+1Ie3JMmDDH5MVaqfMi6wutljft9H/VQq21lnCtui5U2vG4xz1u2vec5zxnag/x4sz6AYTR/pYQ15Cc30tl7BrCwwowcOIenj3oa1bGYn8FU4O2T5XH2K4S8Mq/LYW0RGEBLKijxmzVgHDc8gFS/BdQAqiKd2cVYKvf3Tb/X48nv9I5fJyXNgHwnvCEJxzLGjN9AvRuueWWyViJt6yWJTGf2zM7gNPFTy2+7AGG3kC7dB/k8HeIHMLIE7PJ8z0yh0FNbm94O7IWuXP6yzre0nU8TmwZU+5/FGb0TG2q/dcSD2lj2uxZuqclUy3Dbi+eJ3ts8qKdIEq+DgzgARgmsQcJjwYel5BzhfiN98rhJcoMYFGSbB1mi+JMKCwz2wJMsi/WZz65NgnVtiZ4ht7zViVri9gAhWs4MR7mCijKtOm0L23N9M2UJogSv+2226Z8qPRd/q8WSfV61ZCM20IbuAbAzwmH9jD5nAqeKtBkUFln8cRBu6WeIl8FkFbtx6Dx5AjPsAs/x8uTz6Mf/eiJj8Nr4eMl4GmJwvJMumpY4f11u5n5E9l/l3d5l6ltyY1M/tNTn/rUyeMbmUu5ggApG0W1XArPPOjSoXW9D0s8TL19kPNWGVMBT4ypRFYwsANGsj/OgVrIc1dRAY8JOBQuOxrb0l4++Y+xJlscF2k3SeO98WtfdBJv00bgCaVZQz51xlmt32QQ5KmfIZe+b7nxuCfXRNkxA4HEdBLs6kvO/gCrnEt4wUzGfar1md94jDiHa7YsFCedw/QGJIQPMz06/1FrJuflPtSgIfwXctEulywAADlcZ4vD3j2DWJ7TINbX4drkc80phtOaKXGpkMF9C0Czdai1BYDm3tkqpdEKSyOneH68rlxAS8pwZB/KMnztEKJlrWXd1+N68sZ3Pzd8HHnNoJKSBBl04tUNoMP7m3ahC6pXwXLsewy6eGnuHfc8T/W8yotLvazsR9cjG+Ff82L4lnE2chbKOeFvxhb0tw2fdQyVXjt7HvBQ1U+ML4z35CGG7Pyw92nO+3zWZW+tCuOQAQ6KFJAByAFpMnuAl8uLJS/HgIBr03kMDjAO1mYrSTv7uR75GWG6WJ7ZRqHHdRjr04nXhCNcU4p7pt2Eu2CMOpBVD07aSF0cCoLl/AhECvPlGimEGYbHOxWvmIv9wWAU/6QP64xFM6ZDhQwidWCBsV3mgD71e6gWd1UCFUAP2h1VxRyyQVEtzVYIrnWNOapeVAqnVm8ms4PCw/HyJCE7Xt/wMqEyrE3a6/ZwD+TbKwjUQauCx+o5RgfkfjFMnvzkJ0/HBiix/AIJ43kWL620SR8NurioBRo2OW+ph9W8ZscEMh2vDVP740klpzdyRnFoSgSwDAqTgbj+NsNjq4BTyBM4siVCRFv86em0C0n+FoOnOjvNM7P8ouzaZ5CuLkVfK//33OP2irTWvOMFMCMIRep6Sbg8A6KY/umEu2oFc03XozBIqUzv9nBPznVyd35n5g8JgAnPZZZdvscjRbgjz0LByhCgzh6wlieC/RWI2gPl98HxHnxcKsGhEr9zv+NBu6GeW3uJZVut4aWDATxSPVW+HuHf8Cl8lfAd+Q/kZjzykY+ceNgeqJa3t3qsrYx74XT+qyU4uA6hAgBTBpkAuuuvv35q38033zyFzPNJ2witE/5wGxxiGDRolawt8fTMeaOQKXQ44ANQQtHJUH5n7IisReaou4axg5zVMaPnRVvnmZ2r9Sqt8Yo8khPLShUBd56M0brnvkHTnFdx6+CJqqEAASdH05mhGq7LsSSKZX9eOvUfOM5eFStEQBaImusQUrNyy4vKSwrDBZ3bqo0CTWE8gAmz28JssVLz3aFFABnnV4s5BOMQUuPDuTwf/+e6hA/e7u3ebgJOyctIqOO3f/u3D5773OcePOMZz5iOwcLAy8agYAbj2rX+DQxrzwHPYQ8h4Ig+zPOz1I0rL0N+DpfYH7R96nlAKrBpGS4tUM3vOUVRlb9ly0YFZQkCjPKJNyf/xxgIz2YboJL/sp8JEZE1QBe5EZCrDjuE3mo7z8lA4kWqsz/3wHLPfd7xHd9xkv33fd/3PbjmmmsOfumXfungmc985vGySHiosd65vlcrGHTx0yrZ2AZwal2zbgl3EfEIX4ZXs40DIMdlfHAhSmaaMgkJr5WjPD3gtLSt1gHIxyuPZsczNjF2Rw8w9kcGGZeXGHCnSev2z9phO79kBl97aFoWpff38nRqQmjrnijKWjiSAR0wwcCf/VQSJg8JpJ4wWq4HWrdbsuWxYb8RtvOL7Hbl2NpOPxegyAMFblq8YiGXKKB93LNa6K1BtwpNHSCd41RrcbQ8cvYcDNoN1Xdo3qweIXgSA6blKWl5b+p3v9/K9yGuS76hvZEBIDknIATLM98pRknlf2SN+9UQYys0zv6W7rDMYbjYY8pxWOOAtNbzuj/sITtthT7odGgOFFXe6QEhHz/3f+u+OBMoX4OhELCU/ax/SrHXgKn8jnHDGqU4G3zdeq91w5N+5tfIyGCyGKko6AnC9i2jbpWReNZpMXhysUl7hezqDvFfDbH5ZcEYOcY5QvZQ5TceDs6jVhGKFC8KDEahvoCj5DoEKOW4AKh4eIKIsy/KPPsp6sXaOzVEx/MYlPFJm5iW6SmYzEJw4hxEvlHaGiuB6ses+4OFwbItORer2LWk6DujfZC+wSztp+8hjiPpEICGkDIIO9frPKaRtT9of+Cp7jOo4p05x2DVPVoDAOc5py7kEHR4MbwS/o28RX5iFSNrWeMqfB1Zw9tLDpSnLNfnxTtaw2Wt53N+FHmXLi+Ad5qyBAnT4XV2uN6JtoAxT8pY0peDLmzqhYZrfo69OD35qbQUOLWcBhgI6ObIUj7kQMXLm+/Z5hPeDhEmz29kpZV2so4BzLPbYfLKo9A4XluK5zILnmWcVkUqzgpYWrcday8MXAdjdyq/Kxo3kuZatuw8O6CeX70clVFboSsAFYX8iMEC/rCMcx2K6lWvC20ENNVQCdfD6nUbreQhA09iwClRkEEl4QNcn166xs9GO+o1K9W+q6DPn1YCrxWEQ7F+Fy1v2qDdUMv70fpdwfE6x1umW/LdIluegCnqzxjUkEweIpxO2K3es+ch67XXba36AjAVIyXfExaPrCXvkNo46DR7mnzf4V29NKjlVar/9zxMrf296/eOm5PdEIAeJwGeXHL1MJ5jCCNjAVPZUgbI49dcW3vtr7J2KKPCOVoAPgwVQpCr8gdX9eEuack7PBF4YookVhqo3DPCWP7DuQIcy4K6nu3FwABi5jfn47lxfpWtRhfmdN5R/scyDjAJ2QuW81KbJgyW64QR8Tz52gAowIzvzcDgkIHDdwYceGrI9brzzjunbRR6zqVqcyjJrfnPy7TkN5WUnaROH1bglv0MHnjBOKYOFCEsCDxQ6QtmUlGvw9626pUYtF2q5SZC1bCo//mYuYT+nnKofFRDXOYhK1LkhnzGbOPlRdai0B/zmMcc5z3EGs2ivegEvLU1ROhZhH7uagy4tIeNBUKJd9xxxzQhI4YK3tl8WF+SAaYagzznWbGKB+2Gqsz0PquA0hxAWmXMtNrkLfIAiAL4h4cDlsiByniUfENyeplEld8xIuoY1gKKrba0DKpXK8LBeMQ4wthjbzXtt97qPfc+qPX8695/rTpPrZs7T8HMVusF2UNTmbBnYaIQq7L07L3qmeE6hLZwdQLcUKDMLAOhhwEBDs7falm1LSTu/90W+q7+NoghVAEoM/iqzNYT0motO9To66zKK6n3qf3v/wbtX8DnvDPbpLl3XfmEvAfLWghQFKWe42IYhJA150L4eVv37/GrZdLH2WuKgYYOgv9tHLWec/D5xU8tUDT36V1jybYev6pd9bcTtVnWi5U28DjFIPDvhNFzLh4oA7Il9131vIf6juPAS59VXLAKhJ42rdOexeApLymdg7eFDqBEO9ODUYo5jtlb2ccsOxighfpcZwiFl+NJjrN3iyKZ+Y4XyKAJdyGfKG7cmrlOYsWhfAeZZ6Zb3Pq1PoVnCXoNPw8cuE4pRcAz+blQ9ORFASaJZ3OuwaHrdlTrmL7MvUmI55quzk4/kWjo+lU1qb2CvBC1sDgOQRy0O7J11wLvrQkVUDUkWses+g2fAuRtGNRJDvZG53es4Mh+vLtMp87vxz/+8ZMeibyltlmKxTKrlfMBPnhcQ1a87gdP2uAatYgsC6wSOvA1/Hy+R8u4GHRxkgf4Fi+s4oEW6PL++n3TNtaZcyEiBMhbZC3fWTaJYpsJV4enkT0v1bW0jX6ums7xGk0mWZVO4mc4qwBqZxXGe4mcleypqMmh68ZdfU69tvfV6xEaoIxB/g+DeS06gE4YLi+fqc5W3HNemHo/Pr2wFgi91rFy3hj3ch+1BsgKphzSYH9F//U56v24Ns9T/7vQGf5CoJZiWWr1LqWWt6b1v/mkF8aCvzBqvO6kcwej4HONGDJR3pQJsTufT72v79/yBqySl9pfPmfQpUtznqXKS5X/VwGneuymYeCq553TG1kLgIoRgt62AR9nQc6L7DEeOqLTuk/r/tYHveNeM7PUmfvJ3y/kcWQxeOLF4JInd8lWXFV2TFeMVweiw7AufQ55P67/ZCvbORJMi+ZlGkV79hlF+lLVOwAJazP7KZ6JxZp25tx4oDJbz/UyTLZ28SAR8iPniyUrXDSs5hvVmYj2YlXAYkYjP8kgj+8ITc1Z4X4tgameBXsIOcbAuXWdQdundRVLK5+gNQDM3auClxqG9v/VgKJu2u233z4BpPBR5IHFhOOBirxRgTznxQPFhAkUuyenuA2+v72/Vf/4XOqeeSafn7WGsWuoftDFTS3g0xrY5wyHOa+Tzz8p1TxHxiVmmEfm8EDle8a7nEPUKOMa/G558zgx95yrwN/hgv8uBo/T2uBpSb5L9Wi03J+tTuxZmE4GZZCH7GVpWc0oRMAPyJzp+CyHwrHkPiVGzGKGHDPnKWvlXXhqaO07D0z1mfzbCr0e5+frhRhabuclHqSWl8Ht73ndBu2Wep6i+p6qtbtUUbXkyNdtge7KK1i2zLpD1ihzkg8TJLCKI2NR7jWU0LLwuVcNGVSPVO2r2t7WvlafDbq0qPfee15Yb5dSz3u1ThudskEuL7NKSTkhxQVvb2QuxwdYeQZcS25OAqB61JJHb/dJc1GXdd7nYvBEThFu+OqRcQI3liOVqmN5OqTlBQxDgBjCaZzv0BRhAdpga9RtIHyV9vI9+7OyOvkPAUjZ4soMQ8UiTrw4ip/q3rGivSI0swBriIsZaHjKeE7qSTHbDmsZDxg1Z0isteXtPiZJ0Lld9CFeLYg+ok9dER7vkauO1/fmAZO8qQq6aqLvoO2SgQb85H53VX/LQG86cAt814+PDbn2UW2bt6bcg5plLH0SGYuCZ0YpM4MiY9mfvCjWd8wHIFUL1/KszKateRY1/8LJ6p5kUgEl4Mv5LoMubWp5XavnE51p8I6crkpL2RSAQIyh3A9ZiUyF77N97GMfe5zjG9nLuJAxjtp+8fZ6bEMG5tq96r9Vx/SMs9OiCobXBcJrhe2qy7BacwCb6gaHyfzS/QAQ16+5P9VTY8+L7x2quT/5DvjIdwBNGCfnYBWHwfJ/gFWOd7I7z+vaNGxbHhq2NbbMbwhgVIWvepxqwqyf133VGiTZz+DjPqz9Xsl9WJ970O6p5QU0j9jgMJ/5WHs/5zwurd9zfFHJ1ybPMEAovwnb4/21ks//kT3yEgk3t2bitfqkykQrabXKl6/nc1thz0EXN80Nmv6v6ln+q7nAS3TkNniM+zF+MK7F4M/1kTUmElHXEFnDSLFRUfXHKjrc4BnPgny1jMeWIbn1nCcUjWsvufNjWeYTiy8frEjyeQAMACnnMnmmDPcyGZi1ZsaYofDg4PVhoV2qntLWnOclXMJc1IgJUk9l4uRMZQCgOrJn8blcgvvKoIO24lHzOj9pHzMHyZ+CmP5tC4jrua4Nx7rv6D9yPQxA3X94xqwkKsiq553Ucho0T61B3KABng7fUiHelectU/ymBIdnurYmNvi+GD0GKb1jq6cs92QdPMIJLIh97bXXHn/PNjKVHI08T85JPhR1obxOZMuqr+H7Cp58PMDOHnMPgjb2es886OKkKgfoUXQjMubcOWZe1/HNC8O3PFLQSfnL8hyZYRUKIhsxTlgQO+CJHMSMa5G75EDF28u5jEO0bVMv7OEZB05s8WRTwih9ViM5W8t5ain06hWh0ilJoswKIIkaxQqT2bNTFXUFHdXLxTHsM3ngN6IkrMU0TqxjQAodSV5GgJafsSrpqnRNDr+5/YBEBBMhMHDimVwAtIIYJ8y3PFHcsxWasfeiWhw99F0Hy0G7oTnr1V7EGASRsShFl9FgXSsAuZV5CBls3aPyQAUsqyx1tjmWkhYYKzFCsp9cKBQWxWpZM4/7GPz1BqDK31VPVf1QQ3PVOAihp86Csh+0W1rldbKsMTYwWYcxjBI9gA+MDsY2R1usd1seYI5ZSlwXGWdplgAjZI3SOAAqFhHOcSyfYudFK1f3YgNO5/RunRJQx8+tgCdmrTjOalBBA1hvJ0iXdduYtea10lCEzHIj+Q0r2dvqLWGmn+sh5QNw47q5FwMKipzzaFNiv+Q55TeoPVYwg1PaQf5TwBbr0mUfQsNzofBrDZoQz2HAyAs10HJoMu2os/Kw8tnHNHByTgw4obr4spNzDTRNlZE8uAzwtDuqRoL5Px/AdHgjVmR4N9+tyMljCDG1GRnLcSxRQjVi7ucFqw0oqifGnqb6Afgwo4fk8chn7ofXKbPvWL6FfWlnFH/al21kDFkjHBjyhBCT2+u8TBfu8zO0wpXVEKr36g0qtcQHcjLnvVtF6yjzQZuT342/AzrCm9GxbNHJzkvFSRC+R7Y8vrk2oWVsLkeqAqxWOxlzss298j2zy/M9eiFe3aw3GRnLYt2Ru3yPXBFdyezyyBvLv7h+mz+tdh6eAWDUoxq+b3mciJZRT3IpLT6yFtTCejVKtTVMY1zLCO8KrjGUNWv0wGxOnuZcMxjT/73PiaLVUq2Wdq4JmGJpGBA6iw/b0vD6QXiLsJRJkK1hulbOBWTr1wConkuIBkGt4bp6XP7Pc9h7YI9UTS62xV3bO4fYKzAbtF1qeXlb3kKMhSjIAJAKnvK+4Qv2R7HD+/BuDeV5O+f9qiCi8h3XBdDXHCgMFWQNw8cFcQEggEGHp3t5Ju6/WsLEfbz0XfTkwff0fnsVloYAW97fIWu7pwpG6vv0QBueRNYI8dgJAHgidy/gBFkjqduGcx3XWm2rvNbTDVyH+5HTmzak/XFo5FkiY/AkkSHGFc5FJ9Sxqm4r9doX2mWqxypZ7nmcSOuxR3En4Kle1LNU3GkukhcKw4XZaiVuXydI2AnlQcG5DlsQO+jaM8cqmAMM0VmemWdrmUEEZsq98pvcKNA5gw7negHGzBrCGob58JhB9ibxP6FD14hqefFgNgSO69Vr26PUCjnY+q2AtzUo27PF77SVAqOA4kG7oxqKqjwBOGG2DHzg6vYAE1umfFD0yFiULFYzPG2+9PpU9o7SPre5htKwxLHAKY4ZqzfyRNV/A30sfmbnZVZenhOrmPbVnCjaTLi95ki25KiCnloLqgIaX3OOWqkIvmdV4uhGjDdA5PDy7peqtxfD33muOAl4Rz4XWQkPUtMs/JooR7bx8MDLGDqWK3/W9VgiqxSFzj3zO+MZOpwxjxBePFORsRyTtiYPiiVgak5y9ZgdNvIR6/jTMmo2pZYstLxL9beBMO+MnMvooeiZeOfWMVbWShi3ddRTIF4AOB9cnVjFTuKuD8vMuPyfF4cShMlqbQpeZo0zO34JEOA3yX7MRiAXC2ZLG8khIYzAIMW1YULW6CKJvAqDmc0K2aE6PAP2klVrowIevweevc4wpI8MNLF8sO49GPt9mMnsUWSwY2bioN1SC5wYKDtBnPwmeyqxlp3PYP7JuYTWsywRyz0gp+Qkmiet0O1dMf/5Y+BGgV3WmUNOwltM2ggRWgxREJeaUAxIMdCox2YvuA0tW+4VBLX4nuOqTjOoq++k9c5a92wdY5AIWGICQJ6Z9IEBnnZH9R31fqPPkTUblHlHGNaWE8AW4Cmy2Ks3iLfH6S02epeADoM9PLWRk9wHYwm9YK9ZeA99TykcdEEr3IisvVpG1JzR4fa1eHmpV3bV72q0tYAThoknrAQ4Rg/iCV9Kl21aX4KOrIM1iJXvYZIwjxuO5wKvEGunASQANYQisFxRtrhFs8UzBXPQrjoLsM4cwkInz4qZgfYekRiY86LM+A2yj+LO+VRwjXVMXokHGK/9lU/6A8FiUHHIhRfvAarud9jPgxees5p3QZ6Y+xxGoe/xhOG+JHTiJHpXdx+0G+opoKpQmfQADzHDFSWI18kKhLpHKEnWOcRQQNZyPbxFlBEAuGAsWNbMkxVgAOhQwKz27ir4fm5yoABvec6cg6zlOlF49uLSJ+gn15tCZ9gI4lk4r/ZtqBVys0yit1yfDkBkuUSu7F0iXGAPU47JFo8b2yFruyPraX6z9TjiVJLISPgxejzvxzl7GAK8uxDLEVFd/7rrrpv4EFCVaxGxwTDwmEYbqjeqttugHUMfRwZVyHPNtBW+ixzhjcr3eIWTF5VndK5WC0T9tWb0ooPqzN45L1rPE2zqgSE7XKoXtyaB82EcA/BeddVV0zvK8zL+rWOorAWe7JKkY0DbBgp0Hso4zJEGZ9AlsdsPbeUSwlomidvgCbd/lGEYgEV1+Y5FW5Oyq7VJ6JBjCRuYIQi/5Vw6nGsQSyb3KltqRAEeCRHais7vCA2Jsbb2Ueh2GXO/Osi0rH4Us0OaMBMuZruaGUgd0+d9wGRsnQ82FPpuqfWuW0oHZQWP5f2hGFlgmjAQfMF3PBocl60nbSAXCesBXsLXzM6xrFmxmxwyBzzlNzNba803ng2vC/wfeccbXQuHWkaqwZL/qGdDMiwDUx0c6Rv6vxpcXB/C4KA/rbgBPvyPrJHbxfvJNv+xz+G6ESLfH7WAiPkIngU8Mebkw0QNJvaEXBAWvsi1Ak5yPULklPJgKTDGtWxZxBfDutZkqiCqPos9UHYwGAzCt8zYpaBmPozbBk+Mw57Q9RqloyBr9FUrHNnr51XgyQagfzuiZE8ugImxzAZl3ksA7WMe85jpe5weIecLbx08udG4/SpSMwrluDQ4HQtSz3+ExXggXO1YdI7/13yOXAOmAKCB5MOILZRsMJUt7lMUNR3ucAghRCeQw3ycl2fBE4NnijpR3Istypk8pxxPeIGX5zpSVvAk81WmQ9HTV7iQ6UPeG8oZJuN4gyv6d2IMJfLyrCh0Sv4P2i21lIx/u/J95AtZorI3cpLfKHQAgZUOgzRyFn7L+aFskTHyNPC6Rt4AJPYMw6sYLMg1xgP35LokkON1AcgjB1jweYYMQM5DQYEjL9XwiDzkO/mJgEK8xlj3Hiy9kgDyCzkEgCcWo6LKFp4mG4dOUHW4Dvmsnqfh5d09tcLNocpPjAmAp/AQ9ZLyvjL25H0F/OQ9hufQnzZw4UnGvQzkuTZe3sgVBgv1BfFK2ZFQxzWexfdyGNEzA0NOzaDUCU4CPGHVWwuIevURiHQbOA4vb42oVCBVU1sqVVDk7Zys2btbjRbGxvR5PIDkPKUd5IftBDz5oRDoGvesbnQaz0sMk6VDw1AkN3sGgBExyhYXJB6QIGReGi8pn0y5zH2sWO0KdVIpeRcAOJRfTRA0ePJzEMbKte2RAjwZmddwRhiVUCEMS7FMwpGgYIOniopB/Q67IbAkA3Jv+pRreBAARHoZHfqfgRfFPsDTfqiGDypwslscTw5KBAWY95RjGNzJiwI82bMB4DcP53+WdEDWoszzyYBBmQ+K71FE1jyPTkBB2yokP5LqyJYzgDxtcUI5Axk5T+iAljXO4FBLqxDyR3fwfFzX93L/Y6gga8gHz1VDBjZgKmCtgAqPMAOuPYSD9kMGTyHGAwherh778CjgKTxpJwElOZBDrzdnL6nLiIQ/I2P54BTIPqIWLjFSgUfNQeQYe1o5DmDB/6ztinPCoKmCo1cc5SUjb2ABp9U4ouIQpGWN35axmmaAPrJjxZjA8ldDdPb80jcZHwOecOIAiDGctgqe6sNV5uJh66wce2TsaicMkMaT1BbKFgAAiqwomms4c54VpbMFNJFvhbvfHik6OYyd83Mu+UK4HkPs86wKQJ5fFvvt7kdhA6JqQh2zEA0sCVda2ddkQnucYBzAqNF1tjAdRBuweJ2LRtiO41H4DtuNPIzdUyvMHPJvgLBD5vAKQAJXfd5rFDqDMcA/28gLvO1r1g/8kW3kM+cFWEXOothzT6r3R+bsFUJOch7hgfAUoTtkDf5HZ7Rc/dY94WVC+3VGEACI42045bsne1i2vHUI3yEB57RYPpA1dJW/89uACdBkecVAcYh8gKfdUYvX3d8VREO8VwAAIJyk8GzxQEVO8HawBXRVQI0zIdfNeXi48EYFTAWUZEYc+VLOs+WZAOHILKkcpKMAjhx2Nq+6dAhjt50Vr1KNOEdJSCfgf8/cNchCPwCw0AGMaaxSkj6wfuLdOHfXBos9uXib+O5ZkXm2jP1OS8GJs3XwZFe2GcwzfXhBngWEpcs+3JJpZGb4pMEklKM0yWEiXBQFaa8P13N+hyssh6FYZJQtz8ALh7mSLMbsOkADLzXHYfnRudyf9mJRQK5ODsNRzdW5ULkmVrpnFyGwTrTjOljq9CXMhYA6RwOAx8KrdQZgnsu1dPhkH4MYHj/nyQDUhkLfHSHAvfwAJ0t6P0oOPndeDgoCjwZAJtNz4R8r9JpnYGWULcVvkbVsI8/Zxwy+KPq0ByCAocK9AU9YshlU7H2u3jeDEudwhXj2qtirN8qTMgw6DdScr4mSp+/S7ugM9xGyEz3lfM4KnubCdp6c4XCE9d6g/QMo5w9Vj2o9H1mLHNhQISk7ujiycPXVV0+8ZMOd9w3fYBThWQ4/I2uRqzvvvHMaV+69997zZp2iH5w7B2ggpA7Qs0PAPOvQGPLvvkDGXn4U1mNMgjA6vMi38y/BDHjSyPOiL+mr9F+8Q4761AgMbYRwgjC+ezarZx7bi4VMrusUWHttOzOVGQfGgonMcNVlzn4ozGCLzCDEs8LoLJS5ZxfZW8IiiKBXZsMRvuPeuN7NJAwOMBADES/dCXcGFrYe/TJzDC+N0AN9x34Sb1txX56JY0Dq2VoZEzoAxNI2PAsuOkofub22OFwbiPvbSq7POGi7VD1Ofj/1P+SyxTv2tJjP8ATDf3nfAQgG4/ACvOTQEjxP2wj7YnWz+Gh4j3ZxDHKC4uZ6lk97qh3y9n0tf/wGePFMPh/Pk0OLFZDyLMi9cykJEUSnGGg6p4nBkvbW/IxqqNTwXQ3tVY/7oO3TXN+2PFGhGhrmWGQM3YnzwPmtGPnkEmbrGW9Vx8IDAG68kbluZIW8Rmaw4uGBj+BJxlDGDvJ3AT917HAennmRMf7VR8uGOU3FHirAlMN/fgYiQQFJODkwWJAtarxlS0J+9UTT9zwvfegx3ON0dQqErBerft16naea64QFmd80nIGaxDKu4YQ18oLSeY5rhhFA7Ok4QEeuj9scjxMvw8gZ1ygKkOVXKFgGujUQJMRQY6ieWeCXwnMzAOAhC1lpp13OK8k5ddmZ3IckPHu17A1imZj0VY4Ns6H08RxQvLNasryfHO8ZdPzHe0L4YWxQPu/Sia9Doe+O5gCSARTvoFrKkD0qznPIOySMl5BbtrGCSRoP+GEwgE8wVKqXMrKYc1HKhO8AHWkP/ALPM9uthrmQgVyLGXY1tIzCc4Joqx/spXZeCaFFBjfIz+iZh+mne+655/iYDHZXXnnlsWK3UcHz8A5ob01BMPXkyB7GQfulFmCqobwKvi13Xq4LIyTvPzm54Qlyo6LLo6/jiWIyhI1azmMB+8hF9Hyun2n2kbd4nhy+qwuAIx+AJ4wHIjTMhCf6Yi9NiDEPx4L74NWlMK2LagIcHZojhJhnJSc3x6QNeY7oiywrg6GV4yJr2VJOwLnWfg+etWrQ1MoT9tjrdAdjgp0sz2K3Fg2EuRh8AQQgOTw1nEMiOC8BJEjBMEASgzjVvwFNeHEq2OF67qgQaB0lB1M4PIAL0i5YmB/GJVSGZc5/+RD3dey4l69l71XIuVa0AbBFiYcwEIAmCj3HEAZ1f8JAngFEHzjXqbaJd2jGdA4M767l/Ri0XerlOlWeaynvqsg5zyE+e4OtYKP8wmuU6GByh2eRWpla9lGEgA/k19dHRxBSs3ygF/D6oANsqRp8UdzW9ZG4hvvMeYaEM0LoFgg5o24PCjUKnf5CP2FlG2zRVitsAzx7xt2+Vi5X/T1A1O6oJS9QL5TXuoa3GJsYO+wLhacwLsI3FGfGW8skJECUw8DwMnyc78wUowxQrb3kUHQIY4VjPHsPDxQyjocKTxc5QfaSnlNYzyF0MIA9y3yohcVYCvDJs+NcwTvMuOucQ+tAns+z7ur9WiFW3o/3WaftZGFgGo/XAqbhO6gTwELSanVBggA9NdjKLMcRSmC6MtYxHZ/fLndAR9AmPoTnuC6dnjaG+UKUzgdEwbRci1l7YVLyoCxMKHCQtWepGXSg/HMPLIxcMx9mAHFclHjWJIoXLVsGkYDJ9EPaFKuYMCmgkjoWDF4WHpisZzXZo9izlAd42j1VhVz/s+Ko257id8gcbzBAPAqd0EL4O/+Hfwl9852PZ8TBKy6PEbJbHGMgRLIrHlhABm1nto9zFmoeBsYZS7vEMrUnFWsYSxx5jpzhxfUkmOiHfKIPEkpAWaetOScgKnkm6CW8u+krPFA9Y2TuHXOs+22Apf1RSwf25Kd6Nn1OT5+GKNURvsl7DmDB4xIeiteFoo0sRVRDeebtfIjIuDL/XF4SnimXz/HEqBpW5reTtwkBsn2Yohw2HgCK6APKFkGRpzwjTgHaknEt104azy233HIcxneqTp0AVQFQywtffzvE7312NmwVPNlyMqpm0K4AAXLMn8YClqriAIQZiGVfFDxTRHG5o4hRsrZQHc+sqJN7eAZZflNrJueRM4F1ipXpQoRG9QaPhClR3iB2e3uq94fv7sd8wpz52ItkhiZvhb61lVvdltXtXPPOWhaxn6sOwIN2Rwb4oZZCrnztLd+rHNoSrufyTlGyTNyIcqPmEtN5PVHD3lu3mTbaYmRiheuGheBZwgmElasX19fF+GJmYcANYTWfRw5SDTXj4YKvo7RZrsGeMtqZttHeOsj0LFzIoNbPYNl0CoTlbtBuqYZv5jy6kN9Rz5DsySvjHx5Y+J0lkRjfyGcCuJD6UY2IUN0fIteKCAVjGc/knMI67lYZw8jB4UAE5pzky0YNpXgwYogsuQwHjgaH2CixwtI1FdwYS7T6tuZ91udq6Si/0znv4onAk6fp58OLgBEAL04cpzOtCJ3jRMfjggRU8SKYfhlgk+PjHSKpFRc7IAcETFIneRsoQBQ3wIgcIWb4ML0UrxFKlFIHVmz5UJ+G3zxPmCZWvEMizOijLgxJ6sSIcYuSTAhjxbMWj5NfOICMKZyAPs8q8PTN2m5PE0WojLZhUOfJ+F363ZPjNWi7RBjW1earcje1XNQ+xy528wKghHcafrj77run/ZkxFD4K/wEsXFAWlzsKD/e+c+LwKjFbNvxszxDnIcNUMzegs3fa+ZIhQmk5PtYqcoF8uwaT+5YUgVyL3zkemaL/MWbS/twDeXcld3SYByKHDtFrLknCf7w7D4bVuzFot2Q5cTTExRv92cTrzjlOqgbU5N3HYAnPJIpAKQ8iHHzwsBLOcygNL1B4KFvnSDLTG4LPkKf6fJ6NR23EWrKDMeaKK66Y7h8dQbkg2ob85zzyjXFyEE1B9j02ZawkguIIiUNyLfDkUiX1eavuq5EVy9tOwnZclIGz5ZGoDNZD8f7P5Jkq9Rw6JkTOBC+ElwnDOzYMOgY1oxirxY0C8/UANIAjk1+in8PegqmDFXIw0OJeNaHUoQoYEKrKFbTONevAyHH0ifsGBdE63oOw79lKwBu0W6reJGjVe6gDb/V0rLo2Xl8UKBaoa6YQXmMacr4jMw7jmXcAciFc/a5J1nouT3eGZ50waiOpyoGtVYPIkL1Hls9WP2I597zslh9k1rOP7PWrW1+npbyHJ2p31BqjqrHSSw73u19HL3rGGoCFHEDGOK8f6XptgCe2lJxxfnEIvq6z99jCk/V5fU+iG8ieCzI/oEyeoh8shxgRyI5DY7Uv0RE4Llh83mNnNR6NOWqNtqrbDIxaxib/7wQ8kahNDkGtu+TBmH1+OECClQiMwkul4iqVS+vD0zFYgLYaQb32RBmkhMnCDIkr4yHCPcoLdgIb18GVTztgHKxhOpxEbittzvNz2hOARUusGIbHUmX9I9plIeDeiR0TvkD4PBWzrjtE31tgYVJP5fS9uBY8gOAN2g0Z/IdayiZU30HNeWILWK5A2NfgN8AARUROBAo6MkTeEHW/AEkoVELNmSljpeTqzDYU2EaOcy7PiSy6Phly4fXp/Lz+DtCxVyxUjTiuEb2CJV+vQ/uo10YfufwH7wlZI9xR+72VXlDf2aDT8zzZI1PDWy05bNEcoOJ8zzp3ThR1D10ZG/ljZhw5iHiGWbUDeazVzD1T1kawdbz3A5Yo1WNdYH6/nwAa+zGwnF8bYlwjD8qGCGMQGOD1X//1j8cnHCM4S4iM5Dgvw2YPtduG58rtruDJjpWtgyd7KEKAACNCH2sm8jkhW6H87nk1WoqEexq5k2fkUBQfAz2S17ycQ1VsvFDu79/871itQQ/nANpChF+MohEYo2HPUGIfx1ZganSPwHMugwzMRb94AG31dcsD5fCfgeFQ8Luj+m56ynqVgl5ynI+p97Ns4xY3T8KHNliQtfzH+pGAJvOeecteId+/ggzSAwBbFTz5t8E/+30/7uk0A8uO+8STYzDgsKqx1j242lNW8xjd39YtPa/UoNPzPPU8TS0AZb5u3aN3b+tVzwx1mgb6G+8uBgV5UvlOTTUq7iMfnhnnmWjc355X8yKy5nwplyqAqsfGeqN6ek32GHk8wXOd50HWAEA23Pmvzi5svZsWHqkyV8f5rYInAAA3cBJZHXRrx/IicSkCKjgGRQSy5T6ta9lao1NY4JNOc70HlC05UuQYMfXa61OhlCuDWdnzoog3A5KwDHBRhgAwKGOYj9Xp6ctYtIA8rmM3JOCQvsw5aTd9jmDRVurk5HusGP530r+9c2Z+A0Ojd0BqzqVUw6DdkEO/BjD2SNnYqMZLzTsM9dzRlc8NRqz84GOm7sM/WMPIQ3g4x7CuHgtV44r37By8rs4zqooPL6inIru99UP7Oc7LQ6QPopQ9i8l5VXySg+KwQ3K16H8WcOUdZF/yregfby1HDikaFHpw8/sYtD+qxnjv0zJi6sBsqr8rCPN+AEsrN7UaGs7vDe9FrsKXlLOJ7LFyAOObcxHdhuqtdrSmhrIrePzro9A+gIZoBgnfTiqH5wGAfMg75FjymPMMyBrt9AxZJrbQpiprlrEefqgGV/UEb9Xz5BvWzyqhr4rZTGPL2Ncymp+zzmqIkE/1yuT4uCBDTv7MlqR2I+IcDxPXeCj3rLlJHtg8cNnL5Biun93M6/s4V4l7wmxcG/BU62D42i2PUrU4THVf61qDdk8GUC0FzjHe8r33rqo8873+V8m8aOOJchnISojkb6r6V/ADWPFEhGp9G2RY6VVQyDl4dLmPc6OgKmfV+ndeZ3X928OMrPndtNINLGPVqz3obFAPBNV3VWWv5XHqvdceeOKcHrCBxzjGMoJ3F5ARWct/MVpyDsnbrQkLddxxSNlgq+cZrm21/Faw6fMdafJ4XcciPF4tZwpUxzS3f9X4dlJaDJ5syZmsvHjBBiF0Xs0RqoyQ73YLgmS5t68JYbWCYg008NSAgEl4DbniN0mwrA6f86kw7BfrdtkzYMubvCQ8NCEUuRk41m+2eIUMrHhef9I2vHIhJ9RZuYfwCtGvdZkKAzALg0EfnjUGRGY9+v0Oxb87MpiwRWyl2fJMtZRyyPxbAVU1THpWJsc4tJwPSyrAi+E3yhlgISJr5CViDed6LuNhMNYyyJwfxdbeXwPBUK7JLFvnWNSkcYcF8Qojr9RN4/kxytBX2aJ7CB3wnlrKu/Y1MgX1gNU6FvGg9akCBJer8EBvgGydyralF3uyZfK5VcYtv7TV+XZM1IishVj6JXwbXmblCYefq8PBbcUYd56VJ4K4b87JcMf4sDfXOqtO3CC8bXlHNol2cO0K/ACH1XMGcOq9A7839MUqw/TE4Kl6h+wO64UK6jk1DlpRIy+3PgwJqa5NBADAu9TyCpnJ+W0XPTMLQmwpHmjwVJ/B6JoQm2f00R4/pwXRqLgKW08Aq9enfmCYGnJkKmidXVEHQQ8OrQHa93Z7Bu2G6oDKO269G4fwqhJobSs/9vjNioXjfX17Qx1arKEwQg+E1i1r9uj4evU5Qw7fEfrjfIBRqOfpmbu2f9sK5np1sAjZy2tdg6HXAk2r+n3Q/qnq5pDBr8eBOja1Btz6Xls6vlKV2Z4c+387CzxLLm1mHLOMOV0Gfq0GCwRo8ixaGyr3OzKUbPjz3TPE63WtyzyZov4fcui8jjsV0FaA1urr1ns4yTi2GDw5vhkil8HeFpAmYTI6mheA56c+DEzK7DQsOBQMiNeWnQf5XJd4q6cy2xomlsoMBq5tQBWizk0FhXbZk0RXFTRMwWyDWoGV2hZG+lb0NVE1z8WK1TwHi6vSNsfp7d2CYHDXwQBU2WJwf7RAMO+awW+Ap92SFQP8iqy1LCjzYstb5WN5nwb4FdB7mr3lzTPfkHV7o8kfjCyzyLArDwOmcq1U766A0M9OWyqgcYgBq5iV6dnGuwXQyrHMHMIjjYJ1mB6DKvdjhi5eMVMNA6Dga6jQir4Xrls10A7aLcH/8FH10FfQ1PJStABOCyhXz6N5EL1qj039cA9HVDKukcNH1CHHIGMUj00ObMheUZPHQANHngUgg6w96EEPOi+vypGMljFXPaw2PvAktwwdy0xL5irQ7Dkk6Gdv/Ww8305n2/FAPDBrxuW3Z3Wxj6mWVOeuCNqNd9VwvCMMGgZPzGTxbBaQrBV7rR2BK5Jk8tZMAKxigye3BfCE+76+HNyRDi8wAFbBqy59D3Ihuz15uZ45aOujMgrH8Iwwb40vW8FXwFQJC3/QbqkqBHgVWauKqcb3HW4GLFfwZMWFN8VeYfgOhV69Sf6NHISs0L0+l40NeL3mTjkFwN6u6v0yAOT+AB6HPOFvD3Tum2q914R8FLrfi/sQsqzx2/et1vCgs0O8FxslLQ+7eWbOG9Qa7KuR7a2vjQOCrafe2wgyeAI4AZ5q7aXqbGB8rICu1v3zc6E7kAlCga9zlN5CaLwHEn0t90/1FM/JyKrrtvq/9W7mwFHr2ltbniU3xsrErZc6Q6z6jLIFPLnStfMSUGquFowi9++6ECEPltguhcMqc9EGakWxLl5qzjAFEm+QmdvVjvM7eUbVogYgOo7L+VjUMBggyoMCeRc8F+sS4Q610p1ejmbD0T89dF4HwwpyPHghSAZ5HlQ80NKHdebCsJB3R36v6fN4MMMj4eEAEvgDPsQiRM48Tb8OArXukPmmxWtJQMWzi2HkkDeyBqWdmZ2WLevNYfyEeB70B16h6jFteVbdPxgDfMdjhMVNuALvUeQ+VBdcpU3IrYGQB7d18o9slKzzzudoyNtuCH4nR88zR12rCPKYgYxVw7OCK/6H56qhgrwzmyzyhFyxXAuz25ETvK6slJF6TzU/KVvqPdEW7uHnt5Fho8Jhdxti5Om+7Kh6OflHnt2O08KGE/3HfemjCpw8Bs4Z83NUwVI1SL2vBYy3nvPkhgFqKJYHoQhBwTCV1+fBg+E17lpIlBcP8/E994SxnCjOtfKyAT/5nvah0FkaBYFgMIHpULbVtQkj2FK1B8eI3t4hk0ONfp6eq7EKaAVO9f34mKrwLSCcb5DEvpbVwUDVilEP2j2hFBMOo4hcCB60J5VZMhgBNQfOrnl7nAzMkYeci6GCEkehuvIxhWY5L4ocEIVBQntzjENsuQcru1fPTvUkQ/Ys9wavCkAxlqzMrcA9mPnT8tr1+L/nmVpF6wKtQdsjPLWMB17c3WDE3iLGPoe+qw5v8Q0yadm0XmbsjDwwhrFYPOkbOcaRGpZGiazVmmsALNqGoWUPEzqjjgvIHkCpJW+vKV4t/q8z3iwPdp60qLV/KYBqjaGrgFMFjTsBT8cnaKYJH4MKmI9Vn2v2OwwJ2WrkBdSsfjw4ATbk/fjB8QaxcKkHfRAxZezNZPmPqZ2svxUknzYmVuwFfi0ogL8WOraHrSYfWiCdrM0zUCenImKjfoMq+s9eO4NItvY2OQzJNeq6YVVI/P7WZbBB61NVNAZFNenTlbhrvSTnyOFdJCSOMsRKrB5LAI4rfqPgvXSE84TgK3IikDXqnlEmJF6g7EPWWPibEGHNJzTfe5AyOHS9JOdC2RgK8ewGTPSlDQ5yuTwIhsj941q0A6qy4UFl1fsetH8yIAJM4B1ipqWX62K8Q9YMEqqedFi6Aq/q5bXzAEDiPD0MDMAM4wz8TQ6y5cAOCOTEYXjntrbCZs4R8thBvz3wqE/s9XLouoLKKs/+0Ed+L962ZIrvLarj5xzZe12rCWwVPFUEbk8S/4OuAU+13hKeGZQ1qJgOdLjPSs/uSCtOmCrKOZayGTEEgxK2QzAMNFg9nunUWNEOKdA2J1pDPJcZmPbD8F5YFTQPcLIy97XNwCD96k2ojFCpom7aSwVZ57RUS97MO/Kd9kfVA9JScMhNLQoLEPaEDq/LBhi3rNVcJxtGVoJ4m5A5eBIFhOzbECHXERADeAq4ot32bjEoGeCH2GfdUwce9IkL1trDBL+7D71tDX6V75HVnuy1/h8A6cI0WpApeJrcIic5w5OeGWavTDVKzbPIoGexcRxeXoMnPE8AIuQbD1ONVACeMOhtKNsz1gr125MUsqEPEYanP8z3dQyZ89h6fJqTSfbXCEnvmjUNxcR1WsduPWzHzUCwoWTxe/X36hbnwVCiISqQ4rGye5xrt6zKkC1dGLnlcqsWX82LqnFOQE0vKb32A+dboTs5O+exgDGz5cgxIufDdWKILTMtlAR4z7RDEFuDaM3PsKsWq539WFj0jd2uCEcVJIdKnJs2aPtk4Jzv4aN8f+ELXzh5Smu4F5nAYEHhAYZCdaYqfOLEau4Z8gwfe4NaQMIWnsGGJ2W0FCrtwYtFWBA+q1Y9fGxDCz1ULVju7fwqe6AcAqnybAPRz4ks9jxJtK2lpAedTbLXId/J8cu7jjzFGGdiFJ4oIgRew81A3tflu/me37WKtz2Z1tchgI8BGga77w3QMfhreXJrHlIFXvYc2ZtdnR0hy7/lo4KtJRMnbCiGWse3ZKx3rZ5MQnYA2Qm0hBaPgjSCh6FDWHXdgyzuTS8xEq8L4baaSA25s7keLlSDA4CNZ7MZAHAtOpDzzMxW9iE6z1O8K9iiPbU8QH3hPAMJdc6NIpRil6/dtPlO6LPOJjQDtCyE1nPXQav120Jrd64taQ8evv6g7VM1AgAIUeQsjum8i/quCSuEbHW1wJN5nGM4r7rtAU8tj0tVrCEDvDpw2GCq07MhQBvAye2DakgBvUTfeGKIQWcFS/acVXmu7Z7j/SqjS9/zKhrythuCb2wkezZ1DP1sWVOO0E6dwV09T5YpAwHzVjVCq/fFzgNky+TcopqvZ7DUAi0VVNSIkq/rWeUeH1/TWN8WPVHHXf6zvlolK0s9T63jfI9VgK1G0XZWJNP1nuxN4aXh0vyzP/uzY5d8Pskhyjo8fkArpOpi9EsnVwimhsnxeGG1Aqo86CMEuXb1YJkh7VnxM1crv/UJ5VwqLaO4E7bwoMLz4RFwWKCCtJbQ8Ux18GkJIvdsxbE94GABOaxaZzdyT3LVPMAN2g2Zh5kYYYPBRoUtYSZquJaZFTHbGtZy+C4fL7MS4jrmWwOxlmcp5DyrkEP68DD867wry6b5GN7jHvb6cr8QcosOqvxc9Y/lz54vG1qrPK/Vy3uS915pgKfdEO8X8I6hwtJC6H4MEgzbluepBWBqaC1bjGfyClngt0YUHPZD7rxKh3OeKijh/ozX1QPssca/a/tboXF7g8815Io22FNs+fJ4xrG9d1MNw7q/RdVQs1OjegRPQmvFX1CejnkyPZ9GOicp+/A4VfCR61B5GE9Vim4ZyTtuS96UlaoZninK1XKmvlQAmBmsxnw9CJgJPejYYvXLs+vXrlKDDQ9YtK8FnrivX3i9l8mDCVtfK1QtAXsbDLzs5aquZIAxz7mOe3PQZkT/U1yWMBOhceTMyawodCYemD+YHesEU34DnOHZlpeK/VX5VJ6sysoGDe13WQB4jtyPalj4HjZwLGt1sWp4HplrKVDzdwVPNfmX/XNhgBqm6cljfce931WGB22fqvfTBnrLKED2nDhuHmsBLsrgEELOfUjZYAzz++Xerr1kjw86GyDHORVoEEmoBo2f298roOFZMKSc23Wu4xXiXLaVnw2gfKxBFseu8jzV560erfp/T+7nxtetgCcXj3QiZ3XfJbQA0k2HJF+DF+zB2pbf1JDLLpvQfq3MnevgOkW5kiPENWAy38NuOHKtKDIIUzFDjzbk+iB5LH1qbpjJAVs18bQm8dn6z5bZglQ/5j8nyKb9MKcHHnuJ8AByX9oTcngRhqyA1149+q96E0hO5Lstca6VGl+Dtk9VoXhiQYgt/GOrteVqt0JHhgBNGCbwPdYxx9VBxOGNaunC+5HfGEwksTqPkHbkOGYCkoCe/EkXCfQgZgBnWaOdljmei0rjhMDpM3uO6qBCX1XF3zqW/rWX1wq6FQKoVjjP6S3H0d5QDMtBu6P6Pno5r1XODCZaXqd84EVkjEgKv2vuk3VwqyYTcprrEkJkPdVqQFBEFocE92ByBnmG8FsrMmE9Y13yoCNHSSZ+8B2ed1sq8K/GRMsQcXt6/1XQ1PrfsmZQ6jaAA6gbuZPlWWio3fwkRfMAAUCAHSex1dl2hOdoPMdlX6Y+Umsj10i4Dy9WfgeguYyALVtfB48Ts33SOdSaAjAwfTr/uw4HwhOFntwlngurmeeBwQ327HmiLYQdc39mIVnQvDUD+z5YGjA91k0NO9RrMfBmizWEAND+mjtC/R5cxWa26nYdtH2y8jGQboGJljKpfGWlbxCFVVzr2kCVLzyY+PrIG4ttB0BlVl3+IwEXQyXXYVkH5/YlIZ66Uq7fVpeIsfeN5wA0MVuWum48nwGfB7tqdffA05yCr3JB29FFPoY+ZYAmWR59Vpc+YsAa4Gm/HijPKLWnvuUNrF4U9tmjWg0Vy5pDahVIe2zEgYCBkuvkHCp91zAavEjCuw2qjGnM4kM+fU8DtxYIuv/RZAxSUahBVyNM/riPqzE056nycS0vUc9LZdDk5zNA4r/0BTK4swrjWHD2+jBDzAiV/2qyWs5nxhAeIbsPOZe8KbtDASetXAt3oN2mYY6clzZSRbaVZMt+qqNzbWZf4GqEscwUns2AVwiBM4hkcOH+KFlbFLZmuI5zWLhurfdTw5YMAjyH3dFcN99B3NTZsUct1wA8mSnXYbBB61PL69E7pnUcPFAT/P0hPy/b8FxyEg1GrNCRrXpPKyyMhyjT8Acybu+LQwi5D/cOWdY8i8ceIyxnh+GsC+xhwjJn4MIAoN3Vc2Aet74ycGQ/AAeDpM62tcciv7Hu2SJrDhM5PNMaqN/wDd9wMf8M2pzc99VjUUPINTxksgFDuJ0UF2Sjhvuqd5ePIxSMBQFOcSbE+K8Vxs3byLnHnXwACuRT2oiu4XoDH+gBR/diDK+RkpaXjn1Vp1TA13oPEDLo8Fv1IjEeOhfacoxcOgKWfojhthPwxI3sheC3XYZ0lkEGnQIjhXlyPTeUQT0UhsjxKBQzT77jBvU9q8Kjo0HquWe2QdzO/cATlf2hDCK2BqqljeLDCrAiNngK5QXinqXdTlzHTVjdnXiqWGIG5rdb3zkt5H1Vz4M9T1bS9HHuH4ZJ3+TD7MAck3bGM5Bz/H7zm6nzg84muKoA2AaCDQ7+D9lLDLixkWGZQAFyr3wAXlHoUUThn/CvVxZAfkmQhaqB5cEEANibpQM/YxCwDEvuidc592XFAa7t3DD0Vc+6tfxjcNioIDxZa+mgO5C1yFj6JL/x6jok7r6todpBu6HW+66gqeXxrfJXvZBc2/eY88r4+J7HBRkCuITHX/CCF0zbeCap6s/45ghBrUnlccGAvoKmEEZ7+J79DzryfsG/XNP8aqeC5Rcer8/POdXT3TLY6rthC2DKOI53jXZzT6fX0PYcQ9rAzhYGBkTReG5eG8fxthinG5bwFteqCrIiSlu9oGUzV3Wd4kkChOQcKh8T/nIeBsrTtWCqJ43ncWjODMCzeqX33CdrfJHMm+OwPAA0Uaa5dpS9nzXXyjXym/Ci+wZAaZAH4GS9MTOV0XqYC5dt2pHvVFs3KKOPzNCOkQ/aPrX6trq2W+5rH9uzim35mZBlrg3/VSuyNdh4liaTQGIw4IVChizn3M+y6+fredUskwAWy1ry8LzCPIaYKyvzbK3cJ5Z0QsGimLlXznVdNgYg6x2HKfHCUQTUy9oY5Nb370F8yNruqAdg6jH+7vdh0FQBVL2meb513XrN2obwoGeVk8gdniLvycWpW2G8OtY6haPKgwE918g+j2sPPjJSXIcQnm2Nj60+aT0zvO8xyCk6jEH0BWFWDJWMb5G76tzhAw6hXS4ttHXwxEUJF6GMaAgdQafXF0Aj/VJRzgzOJJbTedW9xz28FpYHkpqLY4CWTzwpsUzzPS8d954FojIWuRXEggErhOOq14tlJ8Jg11xzzTFCzzlYrMnhyr1xpbIUDM+CVUuV5niHEsKkPbQ73/M8Pid9g+I2aEKhw2z33XffdF1AIMrdg6StCQYLeKClZAZtj3oK1OCmRz1A4vOqy7t6EnnXdsPXe3A9Dwrh2Sit8GVkgBXXLUu2/lDalvEaNrCcO48kH+5z9dVXn7d2Je2KbJE+EIpyZbYTYXz3WdoeCxSPmY1GZiUyiQQPLP2AfAOacu/0IxawwwaeCFI/LS/GoP1RC9TM6bsqS3X/to0ngHw+5PHmHEofEN3wpCTXP3P0pubMeoxGXpE3L1D+AM2K53zGCcacCr48Hoeqdy9kJ4hzsAipeY0/xrXsJw86sksUhXzsHIf8QnieeN5NnAKLwRNKovVS7YK30nN8siJNe0la9zIosneKe9rbxbYOGr4fFjLVzbGI6yKN9oo5D4mXDjOxzx4nGJaZRi6x4HY7xIfVTn0ez7Sjf3A92isUpnGyLcwVxjGTobSxCAC9IHMGLWLEtLMqBK7Jex3g6XRoKYAyrVLirWu1vE/1/9oW5NRJ0PmPUiWch6xUGaueZ8uagZbBUxR6ZIck3JrjhWy6rpvXJgs5HwllHdmIjNCWnINMRUHn+BxjBQ8ww0CJAmeBV3ua7NWtHmODqgGedk89PdbyEJk35+Sv5UVZdcw6ZNBtb6qv6QkcNvDR3dSGc56tAY5zsjyukW91/5m8SIOmOlZYTzhcSKTE3iG8vJEnZC4yZYCGoQJ4isyyoDLyam8b5AldRIQqdtiq58kdY0+NCcWJckIh1M7DSwIKNmPW/AMnXxvoGJDRQTX3yUmqKL50NqvTk1QK0KFD6XTnRuT/KGtmFVjZMzsQInyXe+SF41kjV8quSBg8TJnvTuaGMWAKT+fOsXGdArBgsvyPdw6FTjsZJFDoTmYlb4q2keAIADQQG4p9/1TBSk+B97xLXKNe09du3cvH2UJtgSY8M/nfsobCJg+Rj5PU64KrOY/yHrYSOZZ8QitbJ3HbK44LnxADy20A8gz4so13+K677jrukxybpNz8Rqa4ZuTTW/op/YAceVq4F1X27CYbOTzHyC3cL9XwDt73CqZW6b/qPTwpgHJ0xaFk8xC8QmgtH1JGbJR7LEIOvPhxXcGg5ksBQl5dQmiOMvm3HR2MyRgbkaHITWbaWkflXhj7+SS3K3IUuWSxZHQNskdeITJcJ0BZnzHWo0MokWSAtdUK4zXnoWeRVsTZ8mQAxFqWrd3urRABZC+WrTW3kRcIEieU4NwnLFiDKJSYFby9SrTLL9uWLO2yKx4hbLnnYULncpnZ6mr2tmZB6ACtFnhy7hP/e9ZPnW1Rk1kN9oZVvFta4iWq4KYCn6XX8nG981py7HBVdfkDdlDgUU78JtSMt8hgCb0BiMJ7a2uY4wkpQM7na8lgNXY8yQJPNOeRk4SXFkMP+cCoYR+gKUaSZ7JG9shxQrZtbVcPlD1PTksYdLpkMMVv05J3VAHXJu+1hu7gaUJ1yBoz8fJh0gTygpy4nE41Zjx5pIbVzaOvLrzqfCf3mwGMxz9kyzLiCWkArPwXcGXwxPHOK7Txg6FSw//2jlHGIfdxH20dPBEbJeep5+50yQJ3IEqCjgUd+yVwLDPJmG1GaI0OQQkCCugYPg6r0SlhrgCk5EbkvtSSAkhdd911E9O5CqwVMkALpq1T+Lmf3fIeaAA4IU+bDqG4SSzlXhzDDEUUehgqSByAw/ODxB22A5lHsdvKrlNUrcSxapzQX5XHCNvtljZRyN5f3ekOnbeU/yrlbpBmYwAC9FC/KZ/k/EV5R7a8Fti11147yWBmCJETFYL3bCmHUID2ANt7Ww0truWcPwYHLHeMCowpQuF4nbBkIz/JN7RsYEQAgAiV44liSy6jcwZtBLXeHcak+3YAqNMje6BCNngrz616T0s8VqvawMCPLJCwHQ9TjJLIWn4zzjELj4K01fB1pfSae1jbXUPLr+r8ro6LUI5hwgXjDaApMhZ5yzbeaucJvuhFL5p+J0c3x0emDJ5s4Nhza9DU60uePf2FV9x5UVtdGBglvNQNuSoubOXeUtx+UHu9qicKsMQ5nhFnJjMyD6Pxn9fgY589LNzHSW0elABGZOs7+Rvmmjr7CIy0EupwwYbYDzjiU+vFoJCdd2E3Jv87H8PF+KrHyZ8a/lzlcRy0PdqWEu4Bq7nr1u+WUf9XLVI8TlFCUUYUycyWYpjIWI5hRpzz9pCzGobnfnb5ozRrfbMaIqiLkNd1AZlti7eJ/ELPaELmMEjqbDo8T8gYBgzWsAcLy26LerMhB+2GDIbYbrPvezpzlQzXsa6Oa+QzIWsYLPkwxlnGqufJ3uLqca5yyKcVUj7UsRgEyC35wzVi5XHHHxwDGCyAp2zzGyeCx70eaOq9xwpEQ5RO6cnkVjxPHvh7ll5Vtu5kH5995Ea4dDz/hexBwmL0Q4NinTDq5C+25AZl5hrIPFtmrtGGHA+zETtFieLmpFYTbbXFCnjiHBJmvTBkCGBDSQPCGFjX+Q8wBRBKX+WTe1BiAGbL1gnjue/zn//8YxBHX8K45IGFUOZmLgYavHx4G3mXtQryoLNBNiisID0wLPUYwi+AFM5Hxlzw1fkTyFrqzTzhCU+YeDueJkLhuX8UPHKW8/GCEkquYTuAmmWBBFJmvNmwwUPuAQolToI5z+OFYHOtKOl4nvAQOaEV6xfPUo5L28nHAFRV2ahe96oLva9ay8PDu1uqQKElN/X4ue061EtQrmCp5vqRX5tPZCuy9iZv8iaTrD32sY899kaRZoKnljHUITba7hmujGEUUCZJm5ncjBf304Qwwtl4eXPP6IHcn0rkjGuWKcBSzs19Ep6LdynjFxEWj2+1QG1Pz9V3Ur3uzh3DWQG22clsu14ja05Ebfi6VnH9rwIymAsF6dwl3G/OoaDgI8miKH/CbNWrYk9LBXXUdLHHCaVPnSQjda5h6xdr1J68Gu4MkWuBUoZxvawD4Txbv4TnsMoZ9BxvXuJFqsB30Nmgnuz03hP/tQbinizzu85ew4oF2Nh7i3c3ssa0ZsuaFVcrNFDvj2ECIWtW6J6FGvKEFt+DUHSVNXi8yprljNACs+eQNUoRIHNYwe47PMgnkaEBoHZHNeLRGnu2AaBaPFl53vJhLxMREWQtcsXEpQCnOAX4jbfJy3C1IjZ2Ynhc94QGxrUaUfGYdagwnJd5wTHh+9JHjI3Od7KM5YOR5PEMuXQ0Z85jWN+tn93jtFNW1plxtxg8eSphtW6ronBCWX1ppjo7ju+cjxvQACQECsdj4+Q3rF+mU5JNnxgwSp/cC5jLHQyypfCegRD1Jlx8K/0SJerp11jLeLN4dpjPSaW5xvXXXz8V96uMkPvcfffd58WGmaEQyztted7znndedVTPMKgu1rSDvnJuEwn6/nCNnIPFwACI5T7odGkOLLG1JdVzz1cLzbKKd8iTLPA6UXSWSRRYmMzwQYnbUEEv4PEk5GeXPm1gyjHKFDmw7kCGHY6zccMHL/ANN9ww5YEgB4QMcp977rnnGADlPshYZDAyfvvtt08ymFCCQwfcy/mQVvD25s4NxoP2Ty2HQMsDVb1Tc97dHrVAkqMk5mWHt/EkRc4y5rE+KjlNjG+Me3UCRov3LBcYCKx1R7iZOkk4DBgrcFAcHvWD82wZN9Ab5BRSV5ExiTynyFI+kb14nZ773OdO+zPTtUZzHPHaxONnA9HfMZKcw7yElmdHzTSmtc8MRWPr8UakPr+eW0MJriqMWxIPE5WNXU6AF1hLHLTIAsJvUDXJoFi9dm0656qFuHm2Gu7kuVoABqDlPAkYnSVVCNPhUjXgrH3a6+eKtlteCHusPNgN2j7NeZE2URo+t3qWejKJrHg6L8ochc4+138BWNnTVHml5lJUwA7wR9aqzHkadbWs7Slr9ZEBV/Uu1/xC5DvKPB+SWD2o1He2VC42UfqDdkMtWWgBjZanqaVbQ3N8AI+iR10SAEOl5unGMMGrG/kCRLHFUGl5eXBqOPLAmML4RVpIfuMcMBiygeJnPNfIhbTnzPWgfDxtYOzC44S8e9Ycbej19zryUb1PLXC8dfBEzSKjR5Nd1lhd9hrVWCn/oajt9eGFe3ZbPniaYJTMmMs+FLqTU8NoMAfkjiKXw6E1x0FJvI71ibWJ9ZsPg0TOpY4NL4d4MtdlIKF/WoU23bcuGkjf5t5R2tnee++9BzfddNNx7ofrxNTEWQ+EbgOeNN4Fwsu75d4cy/txuHTQbqhnlKw74PYs4pZxUq3fWLbMUEVZMwWa/TkG8ORcPxSzc5XgI+QC7469upGxKM9sqQxOTgIfZufZQ+ZnqQnmeGLxftkzZD1DWCSKO/enSGYs4qc//enHHmaXOKj9jacJYtCYS2Bd8h4HnQ5V+bHHqb7TVR4nf+BDcmGpZQYQSigO+ULukEMiKq65ZOBVx17kEDlHRkn3SN4eYMVhOcsS92jVgYJyTXKBDf4MuGyw4PVKjmE8uzfffPP0/c477zwOy7c8TtuSi+occehuJ3We6m/PDOm5MKsHpOWF6nWEAQZM5rBbGCtgiVBdQEz2ETLAMgTlcq+KOEMoeNePIKeI0AHWL4DL5etb/VQ9UBV919pQdv+71pVnGBG6wwp2XpP7cs7L52evLkyTQ6V+nqHQT5c28Vr0zqkKHQVJgUoUOrN4DJ4wVPKbnCFPQDD/Yv0ii0xdNujCwxSQEqOANhNur14mt78H5uF19AiDS/Wiuq2EB13Ejwka61qn1dM36GzRkveyiWeD72xtxOIUYBxjEkNAE4UtI1sBT9lSrwlZ89jr64cM7kIGAxgT2cf4wbgGf7ut1aPb+hyqeDVtcM0o7ms9ZDmzjNnjZGfASbztc9QygNa5x1oVxvHY5AYwgGfj+CWCGKsXxHk4rolE2M1hL5gqa+lQm4k8i7yw/M4xoGHuAarNdawc7XGhrbQnM2mM0okFg9Ar+DHC5xm9XIufA/AH42SQyXcGJtylEDkkGUAoChbK96c97WnT4JIPYMp9F3If015PVXWiHBa3BcszEIzGR7huv1S9KlbMPe+Uw8Itg4b/an4FxfSSe2dZQ3nXCRe+J+CH62KBovgiQ7kXU/kJe6FDvD4VsuFJDQAuniF8yAxdK24rcAO1nJfj0y6sbfqEySaRtXicmL2X7/E4ZYt3d93JE5ucM2i/tEqftYxQOwEMkOpx9tzgafLsauqcZXyLYUIeU7YYL54tV8cexuOalxvif2Srbl1Vn7Ei5Jl5XgrJ3q2qiy47MkoY/yg4ne+MXZ4dF3nKeBuPU/IIM7PujjvuOHYKOP2k5jjtkta9x2WbuLnsHcE7YYSKuzBU0asZD8r5fllcHxABM0WhM4MnxzHDwAUqYSDHSGk/DJZr8zLJbaCIJOT6SPmfQaPlterlOEEWMMeMmT3hRZZDnjoJc2PZR/HTJgtLvbdDhKvIIKkmQvrdD+B0NqgCoVUWU8uj6EkWgKd8BzRl65wKPE+AbXuMUOC1DcgbydrURcKDC5+j0ElUpW02cOrkEz9bS+5qDgMGFgOK+xFjC+ubWasJIzCzblPlPYDTxUM94FSPqd4a5zLhaULWIlMBUZE/DBUWuybKQnQDGUPnW2fD5x7Xso+xAq8wMlgrcFdvEs/i0KA9vyE7DjzGOaJi45v249XFy8wivrRtnZDoSWhdT9PG4Ik6RChMvDHVveZZMGYulCwK267BUJgqbksqfgZUxArOsdlPrlPOQdmyHAL/GaA50Tsf8hUAT7Eo3X6XA7DVa29MZboQM9doG4o4z8+6WxkUeFlsa/XVXBfhCiMFJFFHJig9uRfJdQLk0dfElA3ofH3yk5iJ59wWjnFc2V4J50NxbedpDdotGTyEeLfu+55lzLtEcduKtIxFYed3DBRbw/AicgSwYSp09fDUmmOepYMVCo8ZbNmKtuz5Gb3AKbP38DRHbr3Cu8PvHhjIF8HLS8gkeiH7Uk8m37ONJZzci8gcYfFBFzdZN1ePL1vLnicIGSy5vACeJmQtYIlICh4nQuB4QL0qhnNwiZrU+n54apw/mK0XhncZAYOTEOMBRhETQTxTvBV1CdXQYM3l5drIOLIX+brlllummXXZZpxjLK/1m3ZJPWfHTiqM+4aOrbasTg/oEOEg167gehT+yktDkQOeKPhVi1nVZG8Y2mCHGhEwGeeE+fwcLo9A0nb+51oh7smMH8JdHuC4P23CsnZfVPBh4JJnwBOGazVtJYkWTxRkEGamszDTZznPwMjP5/PMVJXBfMyg3dJcmK56b63seZcYMVbkJHNGxrKNYQKIQvYAFhSwxDtrCxUesFHBdGfAE57cqng9acEe3Pos/m35rla4ebUCMfbTDzWkjWFFeD5yF2MloQXCi4MuXmrJUO93LzTn8ceyxlqOzJBjPLvqqqsmOeS35c062+MrYxkAhDw8PKOAJPR8BU0O71mHO3mdcDz3zz7zfx0HDsv4bm9xTQ7Ph7GYEgUBTZGzFnC6EGgxeMJ7wgvm5UA8NIq2DsYuLcBMniBx6lmAzGs2PyE2svmd38QLx7PCjDSYzGu4UdadXCja7Jk3IXt16uDl/Z5tFHBncFJRO8u9MJh4JWu7ZPHspa0JGUSJp/ZFPE6xgplCahBohg3xTohb03Y8DhUohaq1X2PNdXbkGFB2Sy3lsSo0BbCx1RceczgOkAR4wtKsVjR5CvYEGXwwrZkET0IDyBrKEB2BPvB98A6ZHz3jleOZKEIOSNoNP/tZzbOWW8BiyOE3BqTojHibImfkYaR2GhWNLxRFPmgzaqUotLxOfHeZAfKAmKCExwbjn4gJBgrrpgKqAFk14doeIlJHKEsDqM/4APCnbhIAy7PUWsYEstZ6Dmb2JXSYxHVmkuPZtRMFspebHEp7oXiWtD2ydttttx085znPmWSNteu2UcfpzIInQj41WbQqdSdRh4zMAUoowyBvXhhWMCGiEJ2OEqM4o+OwAA8YiFBXXcvNXpyatG4BsoVt4QHAOXeCe7uaKoLkc32tOhvB1gvtoe4GAuMigXWwbCF8e57oSwYuMyjv0C5c9nnbc9cO2g85ZOCtvTh+5y7WGkUY+XIIHPBEcmgIt79D3nUgYZp//g9PRoFTPgPF7TXevNabQ8nwGbXJKljiN7JGmD77WOAUIERuRR0AaTPyWHUTz0hdGz4ZjNAhg88vfmrxjcl6nG316BLmJmcpsoZnKf/HcLGhUicWVaPIoXDC4CxWTRmNAH28OOQ0OXxnp4C3fi6Mb6IopIwgbzgmAqSyZXmxGsI8PPpew3UVEObaAVDRGzFWKAN0loDTOvdcK2GclxPylEuHv0CRLrLnSsS2hl1MD7eeE6rpVFfNdqXivIwQ90TxubAk373iua1he1/qYBSqISz+z33CwBGYuGFJss3/5IfBUCSaA7goeEaYA7SOJZ/rxtsUZJ74cNB67ufkuxquY3Bx7Y2WwDhc5/h3BWAGX9U7d5atgYuNDIh7/Y7lyIKg5C1gmDDpAuuScLONCFe9t4fVYeuQ13GM8sPL64J7WMMOGVSDKuQZNdUQs+eWYoEBfrkmnl5q4uR8ZvR5IEq/MMkEYAcgQ9aiyPMc8ezG4xRZQ0cMunSoypj5z0YooMmFYpklxyQLDBQWnyfpO4TerXrVgIEoBsnU2WKohFcdrgM0MUZWmfKzmaqc4S3CGMo98z3PluvnOZmdnWe9n4Cfx3pP6AphaEWmIl+p55QZdpEzQo+9CV77pFU69sTgyQOoi3QZVODyp1MBS+l8klNJiDP4qkszAAjMGOQSQdRcIowAQrebEosYZkMxAgKd2+QX14oN53lQwq7/wmK+VDV3TkVraieDATMMsI5xyea6IHTnX1iYa1jRoKr1vqqHy/V4quVjT1Qrt22Ap/3QnPJrgSfPikPWUGZersg84mRUK3YDHIwNvEmuNWaPE/kY4VvLbc1tMuhvKS0PWPlE1vIcuU7an+vmmXIPwgq5r+WC52S6d5R1jmGaODPpUOyRMaxhr6c36OKmJYOmgRTeWtcVDGgikhLeQvbwklbvaJ2lWiddsaZcvEzhU8ATubsYLC0Zq5GUVeRwJOk4pL4AxvIc+e0yQffX8i+McYxjrn2YNuAhi3xlIoblbJ+z61bRuvddDJ7qlHdeFp1oBYm3hfhvZhUAllDgns4I8kRpOSfCzOWHROFnP8lneHI4h2MBTwZDhCtgtupCJXZcp03XvKAo3litMBcVkBm0iPXm+sTAscppD/fKc0TJx+tEDkb2MXvPrk0DJ36bKkNWr5GZv3qcOMY5H37+AZ52Sz1wUZUiWyrqh78ia8xOs6zZfV5n8MDHGCO+DzyHd5eieoS7XB4EL2+Ur9tpg8dkBevntTcb3WBQhhzlXsz+43oMVqyzx3UcdsyzRK7i2Y0yzzafyB1reA66NKjqzVALfMCTzm8KcAqfwWuupYccWBej5/HU2jNrOWKB6oAmap8x2xXAUXOabOT6GZY+vx0GNQc2z5r74dVGrzzoCEh5HUvGlRApM8hYcp1Sz4kxDRB5FoCT+2Lr4MnhIICNE0pRwiBROjSMlcQzK0bPuAPoOF7LPUg4rYrcDJNPwEs+HIPChQFY3oTaUYQcQeo5p+UFAwhSBMxAIoRSB6hFqVMKIecSUsi9cw2mptpioH35BAAGNHkmQgSIfnM/1Bddk3FrblMFT7wHABQDp69R89eqq3fQbqgFhKtSNC/idYqsxQqudVlqWQy2JH+TOA0PtBJMHZLD4+qcJSte+KjmOFWF3pspSrttkDFgAPLynPkvCj2/AYvoKQAk/Udf0d7IVsASH+RuGAaXLtVBvOo++ItK34TJ8cjUQsTwL2E4JlbgsXU5ATy4HIcHiHMMsGoUYJVxtY6+cbsxpuNVy3dCeIxh9y/J5vy2AyLPEdlK+kkAVMZpzxo/K8AJWmdcW7tUgXMifLMaUgoxAHuG2PGNL7vseC0dJ4Z7emWdZmkwlN+gV8rL0w7naaCIqblUw4x2pbrj8KrxnWcgtmukDtig5hSzBTO45DmZlZcaOtnSJ3i1osixrD3LDsvF93LfOpRZE9wZPHsKwYNSTT73sZWhbd0M2g/Zc2NeqAYFM9xawJoZqlwDWSOpG4UOuKgz4ZhJB4hynkJV5tXTVI0Oe0OrzKEz/OwOLThH0YAN+SUXJYZLtljryBpFZgFMzGTFM91q56CLm+xVb6UwtDyxlOZAb5Js7dQI5NJFYAFHdXzzOImX10WSbdT0gNKmQMR8b9l0CRLGXIy11zlaSzZbypwQsqOPyJ2K5ylep8gbJUF6z3FatIlDYG3w5DBXyAjVWfb859oTZhKKZYac3JbjouB8PMxGnhX5F1H4ASgVuDmxOt8pWOn211hrrSLsulL8n/bgukQp0/EIFEl1aUfaTV2PoPeAp/yX0BwJrzmXOk7EuAOeOMb5X3iL6Ff61rMcPAXVz1u9FX43hD8oXuownvvE+VKnzewXO1Wrt+W9MdhwTTN7ZZHNOpHAVq7BE+dh8fLbK5wj/xXI26s59yw+h33V+sXrC7/bMPAxNgJI5GU1gijzu+66a5JTZhcmbBDZ4hPgFIvYYfRqdAy69IBTff8GT+jNjD38rrlNHg9qZf1WuM4RE4fWqyy3AFJvuy55LKddgCdP+iBk97CjcCXlT0gPACwGOGUsi9cp4InJGLXm1L7krAeONo2irJ0wjmI0mHIjaogh6NMVqnkpeGYYjO15AizBVJ6WnPN4OSEAmNtgAMALchhvevCjkCGMbKDUygmyInes1pYF/UO+E6ED6jrVUCf9BJMBnqhXRfsZ/Jgiy33sJm1V/aZ9eNFqWYMQQM+zIwyyeGceVGo4b9B2qfatAUcrdEqydviovuNWKBYwZOuXgQCe5H8r7FrnxR7c6vVsgW/zp3nQz+JjuJ9DiNYx+Y/ZhChyZrK6ijneavIKA5gib3ih6AP3/+DvS4N6vNcC+SE8nPCv14JzdMbjmXOdcB7Y6++xxN6tufActG0+7eWAMcaQIvCQo5qNeJts1AQs5hOvboyXyBqV/FsJ4vugpQBpJ2E7GMjenZZitOs/n4CBoE1CBw7fkdcAU9lqtvseZgVAEK6LhVkXISWM5YHC4S2DCCN9YrYVPBls8cK9ZIPROQo9bcICBqHn2QmpGDzlE4UeJotSpyxBrBQXUPPsRoS2xXwOjdrDxrVgdJ6beDVkcOvkR7/jEbbbPfVAh4EKZGUcWcOt7pC3PZVW4MiIZ4i2CPBcFaXb6mMsv/VZalisDl4cgwwaPIX4nf9ZByxhOoqBUhsKOc016Ico9EyZjryxJItn153Ueh90YVH1OvU8UIwvyA+eJ3uFbaCge6tzoAIj7hGqv1uepl0Cp0q+P+E6z55/6NGyM04RwWud8Ste3nicErYLgLI3+ywCp3VpMXiCeMGVCcyE9tgAiihsh+LmOKxgu/zNyLw4M3UrORpmpdwB1/EChVyfewGooB4Y5NyaN+KPZx/Yq4M704X9uGdAUgQQjxNhSK5XQyP+2FJ227m/vUO1nxyWa1FvgDO4HLRbsmemKvD6TuxlYpqzQwJcw15c84IBT6XqHXKbfA0rqOqNbl2vta/Knw0pt8+rEoRcY8beaWQt16LcR5Q4tZ1IXPVz9do46OKklrepRRXE1HHPxzicbM9SLdnRA0u9e+6KL+tzexwnHFkLOt9f+3kW9A25u4TGvTJGK/x4VkDTusevBZ7q4O34rAGOw0nkYtDxxHxJsoOpPBD4XFvDMBteFMAZL4GEWdyL1JkCwBm4uKikn8nALx8Goli3VFylL8z8FAOl/gz7CNmFAo5yDrVpkmuRJDos4YCohOxyjMORFkAGFbxBgME8j/PIqKTu/I0KqFqhEwPPOpi5tMQYYPZHVsTmu1rTy+EnK/IaSmu90wqMLHNcw9e13NdEbowjGzn8NzcJpXq30S94rTnGxT+5D7mIAKoAoxwbz1T+j3xF1lKgj0V/87tlKAy69GgVcII8Gcn/10+ogqQWWOrdZ+64XVILOHkSFFGQy47GWMZPUmBY+DdjWxb+jbyxlIzB41mTtU28U2uH7arytduy1RArcH7XwdnelXpePb7+dmFNSiS0PDZ2qdJG38/J7gAUnwuAqVQLpwGUcHOSW+V+wisQBY9FTFKePQMelLgmYKhlLWR/taRrQUSshRborX1S33Pv96DdU+3/loXaei+99zr3vufuXc9v/Vdn4i5VlPY0V2I/3lx7nkJeT4vfzumKnGGcYAn3+qN6bAddvDT3fmsEpOWdbIGlCqJav1fdu6eH6/jrY+fkZx3yeAp4wrPrIpnniuFBaQUmPFGjyqG6syJPLf217ri2NniqCtLI054dW5skHNvt7gZjVWKx2pOEpUmIj1wHV/sGCaNUaxIeQIQQIfd0CM85RSFeOs/q8CLPmQ+J4c67gPGwhAFdfKf0fazh5GCQF0al9OOXc/RcFo4WeOJ+aaMXcM5+vGUk4eMJY9qsZ+lVT4CFyECuFkwdtH1qubZXhZdaHqaWEVGNm3rf1v5K1Wjy8S3+mFPqdZCq/6FfyOWKrLGOGMd76ZlQ+JzaaSwNQbE+1gUzIfsOdfbaNOjiopZDwDxZj/V41/I4tWToJF6kGiGYu85J+bU6IiJH8d5G3vJJ/i5ydj85MSI3GccibyzBEu8uZXjIhT5LACpUnQc7AU+VADDEMivDGWz1ikxCvQ7tPVQdHGqNonoPK/nqBTIYqcjd29oOe4eMyKn2nN8wVT0/1rDXEGJZC65Xn8Ftq2UCWtZHi5zQ53CoP4BErsPv2h9nifkvNep5nfy//2sp3nrsEqDka87t711zXWuYtptvo2+o4u/k1fyGrz0ZxbLG4trUq2qBucHXlzb15KPH0+uAp9Zv9vU8u71jenI9N74ufX5krhYEjdxREJQ83hBjUmSKtWVZk8+zy+cA5a6op6uWjO9bBU/2JOV7OjSdHIXkxGuYiFlodD65Tn4oQFaPyfB41OVRnETqVZxbbWa/Zwja24XHxm3n3mZQgzRm77Cob9Y0Sh0ZyvZfffXV036AJf2Dkg8aj/UbS5ipnFHw5CxVBuM5yB8jX6w1s6nnFWKpGCpD175zJXVm2zE7Em9dvdeg06F9ekPqvWxgrKOUvV1qncNz8H3k69prr53qpUWJR+ZuuOGG6RgUNecgv5a1fChPUL10ALTqYR+A6tIi63giDC3jvgWc5rwqc56iVdQDTtvUA5ZRdD8zxjO+ReYyrmV8Y/b4uaOc43h288HbFDlLRIWaTmfJ49QCTmx3Cp5aTEKIjIHYnouet6jV+Hqf1u9aY6ZFPbd/6zhbt+yrTFRnJfHMIaNzmMnCR8iMPsJ9SXiOPKfaZyjy+hy9Z5izXupAVD1hPA/7a1v83qvXbtCFQ5so2uqJnVPeLevcwL93zKr22dipa2jZMKqhfUoVxArOJ4qcgqB4sUhKr21a10u2azpr7bkUqPKtdeG+7l+pJXtznuXeONq7l8cvL7FGZIVxzmP9q47Ko8SJEsOEGeStOnFnlVpeqZ14nugQrwydj5PI/DLznRpILWBTywkwSFeAZu9IqFqMFejUTqhlFcivIkeC/CqDoBAWbfazojsV0ql1QejANZTCcFnTL9eM5ZvzyLVI3gXTpePeDAG08qFPeYZa78l97NIM7lcnp+dY1v5yP3M+QuBZhp7xZIucGYxDoV+cVAHTKs/Tqv+x3pcYOPVa8F34jUrGyb+I3KEHAohiCccqzrmZQRflHQs4svWsZz1rShRnNXeH7Hr1qGwk7XPAHHQ2B9P66RmrZ5WWercMmpzrFA9vvlO/kDHyr45C4rfeeus0tt10002Txynfq9cpdBbkaJvvbu0K4y0rtDVbjv116vSq6/u4Vd6lFnDqtbPevwI8A7daa6oek0+UN8nXRuSAJ698TRFNEsVZXLWWqa8z/mo7a3hybvDq9W+rH+v/9Xn9LuyBGnRhUe+dtQBR67zKH6s8Uz638qWNnNa1LLOWNeTM5UxYWDuErFHHia2nSp+0v9wXgy58quCo/jd33lI+WKovNwUaS9sypwOc60TYzjJHu5Cjlx+F61hajFwnQNM+azqtojnvXAsXbBU82VNjwAQSdfFLvwh7eWrjaLgBlhm4lUdlqjVofF2HmPhdPWg+vs6kc1Ewyg0wQyf7gsivueaaY2Qe6zcWcf4DJFFbihWyg8yjzFN1NUwXRsOLl2dLHgf96yrJIbxGtpad8+SZgQZaPH9dJ8nLtpD/5f5gEOKevhZLxwy6eGjbHpbegNQycOYAVvg0cnX99dcfVxMneTVyWcsORNYiV89+9rMnhf6c5zznOGxXixr26pXZKDwLin/Q2aVVnth9tWHT45AHQFPG88hZZo4ncpItlcS9zMwrX/nKKV83YbqnPOUpk7cpHijGtbM6u24ONK1bf2rt2Xae0l49TD2Pj4/Nx0qs/l+vG3JCt3OBelau/1+VO+RQ35xyd5I6rs2KzGtxT6qFB2yEqQKcCNVROqC21/fuWUP1eVp93KKWV29ucOvlOJ3FImcXE+2rb1cp+pbBs+oY/17lOV7VBgwX13UihG0vb8ATgB7ljayR6+T6bq02tNrGf602Lumbk9Lw7p4+td5vK4Q357nd5B77ID8H47rrqDFrnJQRL+X0l3/5l5NxEvBEiQLyeKvXqfeM+5ChFi3VTVsDTwCDdCqzzVxlPASC5f982I8rkM5nfwVj9kRxLa8JFOJ3XjKzyCqoYhadvVXOGcJjQ4kAilvW53WV4/xmXZ8gcqoa51w+5IExbTrMlDV+EqbLbIQo9jAbOU14megbKoMDXHJNJ8LWKswu08BzGey1AFmIpSywEHgHPC/vzErCeU+DdkebKuHeddY5ZpuWc8tQ8X7zFvxlw4p8QuqneUFS6rmhZ8h1ivUbT9Mtt9wyyVz240H14tlVZ8wBqEGXDvUG/B5PVFldV3626a3aJIxI9ILE8ERSMrPuqquuOnjMYx5zXNvJkZDk7P75n//5wTOe8YzJQEklcXucTmvx333TWp6nnoei5c2w54J9rq3ka7bOq/erx1bXevVacUzdZ8Dm/13wq4eWmdVjRO7165x7BXBjtXu8TdSZobinwaMHkAp2Wu/C/zlM575sPQfH82lNz54Luww6+7SJQl4F2lpe3rlBZcn95rzUyBpAn9pOhLZpDzNZI2MJHwQ05RN5w5CphXmXtnXOq72kHwadbarj2BxwqtuTep6WnrtUxnqRmJ7X1GOh5YuwOM4BjA48Tnh1X3SU50SBZwzxdXOdzpKnbp22rAWeXMHa3iAPtiDPVqJ4fbEVCFUQVSv9MjMOj5A9I+yvs+7sJTG4ILRmr43/ZzZhyMxFrhOepuQ73XjjjcdKPNscF8Udj1MUeqobh7mi0ClP4KrrtMWzCfEe2RLHSqA9LD9BoU48aaHqIbQnjanczLDDA+W8Np6HECXvyesEDrpwgVQ1NloyuvRa67bDMhciBw/CExvZiqxRWyb1Zh772MdOx1hRhx8ja1HoyXWKjkoYAR3lYq/V4GgZSCEbcYMuXnIOaF2vtQWmWnK0LnBaBb5WGRknkVF7nAjT5RP5Sq4THqcrr7xy+o5jgCKYiZpkBuuLX/ziKZJCAdqWx+msjxH1XfXqRW5tYWAAgoETDanhoiXMwHX9n5Wq9/GpC462rm/PFPeo165tr8d75p3X+SGx20idvAvODSNhAYe58Di1kuicT+W2tPqleoxq6KGuaN+zpFq1pdxHFfSu8soN2i8tBTFLvUlLFO4cwFrqgel5My2vnu1DRXHKFQRI4dFFH0X2qNbvyRqW35Zna4mHzc9W+2Du96ALgzzQtwDTEhCwyms0B37WAV+941o82PJAub0eS2slcSY/4XUKpW8iczFMXGbnr46M8HU8Tut45+p526aWPtpJnScrISy5WnfIwKY1i47jmMLvl4g7nnOYyu98HCxXXioeHNaNc90jAyVm5NB+z06jvfzvZwYkXX755ZPXKVtqYCQXI//FfUmbwmBYwcw+SN6Fl1XJ+Qaa9o4ZoFZvk2f/0P94hTx7LuSV7e3hop8hvFDVMncf12vV2XmDToeWAJ9V55/GvaussaXkBzN8Yv1G3vI7XqeAKXIFo+QDlCJrUebxOEWZ52PZRh7qzDrzemv/Sfpm0IVDziWdG/yXeIeWOApaxy+Vpd5xS9pEO+BtJjlFziJLkbV84um97rrrjuupEWmIp4l6TqmZ9rKXvex4puu6HqezJFtu87p6bO3Zdi0U2ypQCeipKLMCsFCtq9Sr22SwYc9LnQ3gPKLKWLWzWrWTOM/IPIAniBw0HkWe34TOmAEURmKNnwCogCmSwF3oMlvqQNEGg00/R0uZ085azqFVmsGzIanOzPk14b++V8CcvXKtcMeg06Ulno+eJdq71lILes7KNUDqXReyBWzrN9soc2SeGa/5Ti2nAChynGquZes5NlXg+/QwbWqhD1qPWt6mTeVj6bl+ty2P0pwXeIk3q96D/R7XSBRHxgjdZUt0BceDc53i5X3FK15xnNpyIYXqVtHO6jxxcZArA747sK5HVzvWs9cAH4S7uA5eGoCLPUi+DsmgWKz2THldtulBtW6bAZlzgUwAFxZDjAUc6zdIHebCi4NSD4gKYzG7Ls9FYnj1vhFnr6USzNhmfICiPWvMNuJ90IctJnb4glBHrSperXHaR994luSgC4+24Wnq7Z8bOKqHyefZw1rX0orM5RMZRNZyTOQsYClVxGMNo9Q9u7eWOcEDVQ2puec9bT4/7ftfCtTyMG3S7+t6YHugfsk1NgHwPBeGO6HwyFrqOSXPKR6nfM+H8YcVMVI5PLm7kbOMa391VJKgVyvtQqJNvU+LwVMtBWBvD2AAwGOvBcfURuaYvDyAkvN3OB5gAnnwZwsA8Kwxe1s87b5O9w/Z6+OO474gc68qnd+spYW1HGbKswSRU18GZG5Pj/uwlh6oAKaCJz8vwNSL+Pq6vVAE/U+COB4zH+d7tqyKCuwGnR5tEjZb59qhuXBEy2pundP6bV0Qor4Mnia8T5TrIOcwIIn1tJhdF7mr8h+Cf3u5T36W3jPOPcc+PVGDtk/rvPs5Y2COqnHculY1Qpbq16rn6zX9H3LhOoUxVpKOktA4qSmROcaRjBH27jrP6TUaZzbh/57s7MvjWnXBus+wGDy5PHvIHqRaE6kuCGiw4hll5NpEITKgA3S8dT4Pnpnq6Qo5zOUZbPYwOeTXAiq0mWtFgYepWNsHzxPfqeWUMF0qhye/CWReQUx9SW57ZSQ/G8CpDgLuoxoeoW5Vb0kKVyyvHjFCI9TQsrfO5w46HVC07oBdvTzs83eHurZFGC7kyDnvzwCHdsXizRp18TpF3vgQVsBLHcCU2jLxPEWhkxweqmtfzgG6HrXCH6toiQdu0Nmj6nXveZ4qSOiBhtb7XyVXcyG4bekKxg2iNMhW5O3aa6+dPsl3iqzl4+TweJwyrmWMY3H7V+9wzbp9GuYVYO4MPNmrYUCDZwUA5BwaAwheYC+k5qnyNdmT8+1lAky00HcFG618nTqQGCBwDsnh1HbyDKBsqR6eT9ybMBj5TC0rwP3RYkC3o86qq8LtcISBH2FV3lm9v/PCTAC1XujV73HQ6bqT5xS1gUPPEvU1loCMdYCIwQs8WoG8+S/fI2cJIyBvyJhlLZZvPE0BTi94wQuOp0lzLxtPtLny6hKvQu2bVQNi9Rpsc0AZsrY7WgWaTEvBwjrvvyWj64D+Fs+1+B3ZIFJCjhOTMeIgSGkQJkgFPGUci6xFzpxT2CrlAK0yOE7Cy7vy8racKFuvMB5iIK/1g1rJ3GY2gyHX1qjAhuN9vmtK1QHA4SrPtuM4vChVOMxorUGFFaRZWTrKO0wHgPLK0rGEExNOrhPr/pjBPEi4T3p1ZCpwqcfZmncIM5T2tYCgASLXpR3s8+Bj0Na71qDdUk+gT6o8lljCSweIHmDAKxpyLlKdrJB9kS+SxJEvF+vjOlHeWU8rn+c///lTOAH+95TqbdKq51x1/DbuP+j0PU9LANRJ33lPzk/Cc70E8chcPL0BTPkemcv/pJ5kPLv55psnOYvXiYXsa7juYtCr6wDoE4EnbkDSsT0cNYcI5ch5nglWwZAb7gEdb5bBFsdTwAvyMRUoVQDhjqyIluRV0DlhOsAT1cVDYah4mwKgYg0b6NljZoL56gxFt4lBpsWoeJYMhACNTuRvAcRVyt25V73k86HQd0vbGHhbFmzrmKXXqtQCFNX6Rd7tYbahBdAJSIoSx7trIyVyB8USjhUcxR5ZI2nV8oLHyeHtVX3S8lyves56rnXIJt6Ddft/0HaoN2hWr2/P+3uS+3KfVfyzKc/5+TDIkStyncgtzL4cF/lJFCXjWcJ1kbOU4qnhusOGXLWebxdGylK5mmvPHIDaOniqs9FQVtXLgUK0Z8PVtK00bS264c6V4DwDrZpT5TyrutbdXKKoqSaWklDHLLr8zv4MBAkVZMtMhMz4iVKvlcNbiNYMz/MbcNIOz27E3WrAWYFZzfVo5SkhHC6PANHHeA4r0FyXsQadjHo8s+41lvxX3zN00sEC/uvl9bGYNkaKDQLLWjxO8TLFCkbWUObm05YC3xbwX6LUl5w/6OzRnJ7e9n3qtVcB/JPyHMCJiUE4BfiQMsPM8ITnYpxE1gKeWPC3liXYJrWAzDrnrtOe+o5bn62DJyw6BmmXELArs3pTqqepDug+h98AA1yJWKvcg2M4Ny82ihaLNb9ZtqTmSPXcr7Svgqf8H0UdRqM2E4v7RokHmSd5lVkIodb0f78Y+if3cEjRCwp7YGCWEWFJA1InjPtZWiCJfmStL8+aq7lOZjaH8mzdD7pwaJWS2cVg0arjBqUt5FfECo4F7OKtlrXIWELiCdcllEDFfg8yrdD2UuW6VAHvG0ANY2X3tGQA3Yb3aQ4Y9ADUSb0s1t1U7Y93l8XtAU+RnXibov8jZ0zGyAQo1yncZZL4LqnX5/Wzbi7vYvCEVVityRCDuQGSZ7cxULeKX/rhqpdjLinN+VGEsVwmoU5V5ntd064mo1P/gtkILEwKiGJl6bgySaTLNM4o+pq7Nec5MACsz0u/eWCg+J/rPIUAMmbq/M/7coI/XisGKcAVHzx9Bqq+Zp1xOWg31BPgk3igqnJuDRCr2tE7phdq4Hj4zQnj4TdC4Cz2G2MinxwTGYu3iVXco9Qjc5E1wL/v4euueo5eH7WecVWft3SX+2Gu75a2bdDuCIPQg6cHU0dFWt6gCm567796m04CrH1s655uq3OdKOzsHN7IEpMwAqBSPTzylnEtwIlZ4z2P07k1SyvQ5qXPueTcpfeueq/ngdo6eEKpMS2Yl4KHw+vb0CAnPpsxQwzsAIWWpVqBAmRwAhCq4SbKGRgI4KXyVH6mTwPwyG/KLITkYVBnJseEmQKY8okiDzrPvij5uuxJ64VVMGjvksGTvT+020XJEIZWeNLvK0QokYEr55EY6IR9vAB48dxWgyzaNOj0aFPPxzrXbN2jWsQtwFC90IQM8hu+Qncwi44EcT45JnIVT1MUeT4JIUQGouCp+G8PK7rEyzadxffT8yoMOh3yeGFDsgWcVr2vOc/knOfJNMcbPfmr4MXtJVwXOaPYcxLFyXOKTEbWMpblw8SnjPMBVbUQ5hyA2of+2vTcOYN05+CpFpH0wGpPDvurBwNGrCh/CbU8UVwzZC+T3YsGZrS9VWnYQA/3JsKERRzXJUApqBw3Z84FqLSuWZ/DfclvCo5aMGqo0d6olnXt56+MkONpo/vR79HeubruX32eXu2oQbsDMqGT9nnPGu6FCFr3bVnfvXvZu1t524Ad0BRlnk9kK7KGdzdWcQ1Dt665bj+0nmHOA9XzsM2dV8+v/bzk3EH78zz5U4sbe3yzzlzieeL81rbq4hZV8NLi2fpcljHAE6U/eLaAJAo7U9w5gKqW2ql9cK6jK3Zt8PXutcog6YHL+llHjywGT8yY4eZeugPPjRtI3g7HV4+UwVZrbTUTQAbL1aEo/scL5hl5gCHXlPIUfz+PV5emkBi5RmG4JM45mc5AhZXew4ghnq161KDqoQOs8Z+BZfXO9agmmrsdALxcI4Ji8ENf2GLPMSQX+p2x1lGrfMKgi9sztUkbvLB0NQLgLxS6lz3K1Oh4nZJzkU/VMyHn3VX5WDcssLS/5jwLgy58z5OXA2vNBK/Ge88b0wM4c+CpB8gq2cj1ufWZbb1iZQAABxtJREFUGDMxTJhVxww7dHmcAURR4uFlgoY9ur5uC7ycW5hPOXfcujJbz+0ZJK3zW4DJ0autgycQupUgN24t1utj/JB+sB7DtB6g3pfvdX/tkJYHxwiz5hbZwxMCFMX6xeNkgNLqo+qNq/lXXJ82VSDXsjJom+9R+9J953ZwD/d1rc9lUOoQnfvbgHEdJhu0Gc0p25YHpPWd36vu0/M+ze1rXXdOQVbvNAoLXkxYLvtjAWeqdJR4zQusslqVJNee8wD0+qD3zL52zwPV+7/Xf/W+te/qOx+0G/JKC0QdDJ48ltRUhn2DJ1+3jscmg0EcAXzgMdZExfPkJVfcXnvmDChbNOd1rcf0+mxdmpPx1v4WYOJTJ0ttvcI4XpM6A4uq4OTm1BwnYqd+6FZegi1Wz6irD539eJpqPo4tCFsNIc8+yHfqWwQUkY/BunXZT7guiXSZJk0RzAow6KO0Jwxpi4b8qtYivuQzZev6UU4ep6aWq7mzph25aDxfPZ/91VOEhy1txaPHlr6B6AtA41ie5XRplQek7m8Bg6pYHDb2OaZNwIKPM9/j7aRWW3gqBkp47Pbbbz+45ZZbjr2kzp30c7QUZysHcB3FPAf+WsCp9tk6wG2V0h/AafeErmP9RPRt+I1cUTyf3rYmM7WMXr/HOl7U83oTpOaAVsvxYPBEYji5hTwfshWHAE4Bl9rxOOtrz9Fh6YsWH/f6aO5aq2jJsW4L/QOgNMB03chVtPjIirhphBf9rY11p9XYcvWeVEbgAf3g9X/PbnOn1LBXyzvl0CHHcQ/yfgJqKB8Q9yaWMO2vBTm5LsDNlravXWd1OFnR16ouU44F5NW+rJ6luXdZmcn7W/lom1oGg05GLYt1Xc9Ky5vRAzib/m7dj++tySLITz6RM5ZewcubrUPwNf+iDkRzIHIdELLqueYA0kk8Xr39A0DtlhyBsH4237IPvWujfg4Q9PTspuDJ122Bp9aY4rVk8ThlH3lNLGjvsdiRkeplm6PDDmis7fczrLpW/b2JQWTy2O9QLQbcTjxPeB1gnFrJunZytfw8KHthXzNuLQyJNQAi5h4GGyaHAPJfQA/eFHvKyN+B0QBLtCHnocATB04YIXkY2bJwYq5LLanKqFjYMAxtJ0+jzkDE00U/cr20hRIIvGA8Ta6s7JwQZvCRFOiZc6HWLDrywCB78fw+qyUyaHcEb7a8Qd62LDze2yogXu/X8qKsC5x8jGfAGejzX+Qr/7FGHbKW39niHUWOaVf1uFZDzIYVbal92Gtz6//WYNCiCqzWuXfrmAGcdk/UOWIWMvqU/S2Pkz/WkT3d2JJbHz/nSapk+WmFr+s4F2+TIzkZ11i3LmNLnAL28Dpy4fVslxpMhzNh6foMc302d82TkMElHifGdPfVElp8pBVDFfDebyud2mFW8Eb6oVWeI67RGmD4rzVTzdc2mHAsN0o6VjAghrCdARj3rh6mSvX5PXi0Pj62eviq5dIqZFnvPae4uYcH1VauWh2oW9catF1q8fSc/LUAVA9g1WtCS70odX9vy/WrzPp/qvQHOEWRJ3Rg7677wfzd4sU5nmwBxXWA01LgONcXq85d2vZB2yVAknW5PU1eO9SAaZvgaS75exV4qmOjQRQOCNdZ5H421Eke90Sv+qyt51kH5FQ5WPWs9Zo9w27uHr120DeAJ0qleOLW1nOeaFQL/Bi1m9n8wqixhAfGXiQAgYFAlKtfHvfA3c/DmqH8AeC0vCpORM0W70s8TJl9wLVB6LlO6j4xc4+VqXMfV/1ugR57pvIfeWH0J/1B/gfeL4c7AF60xR4o3g99HOIadfChn6jzZOasCfMGs7Qz+1mqZtDuqALY6tEIoeDr/iUAqx7TU1C9wd//uw3VuPC5nh2b/+NdovRHjg14irzl/8y+Q5Gj6HytqtB7M1vnwGM9rtcP9fmroVOP7b2vuWsv/X/Qdgkd7rGrjiU2Zv1/BQG9Ab0F3n3OEvBRj5kDNOZDcpHxrPEfYDFyFvBA/rBrAi4BOXNAZ87IaBmHrWOW9E2Peu+D8ZjxlnVrMxtxnYlQG3me3LAeqvYDcG7rYSpy9r1Cq1Bva3+9V2sg6TGGE9trgbB0rMsqGFzUdraYg4Gm3relYA1OW8+2yppewmwtAa7X4/71vkOxnx61BuUlXqQl1+X41u+6b5XnqVIF8q7ujxHifL7WgFDb02pT77lWeYzmrtF6zl5/1HuvAkRL2z9otzlPkPVu9UR5XKqD+yodapo7bwk46QGDqqNb+bRuk/N/bFQtBU+HMx4i90Hv+Nax9TnrWDmnp1oyWO/hFBvnO6072+7c4SaQbtCgQYMGDRo06BKlUaxn0KBBgwYNGjTo/2+3jgkAAGAYBs2/6lpYflBBIE8AAIE8AQAE8gQAEMgTAEAgTwAAgTwBAATyBAAQyBMAwP0NLBpbmEzHtjIAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "%matplotlib inline\n", + "batch_size = 5\n", + "plt.subplots(batch_size, 3, figsize=(8, 10))\n", + "for b in range(batch_size):\n", + " # moving image\n", + " plt.subplot(batch_size, 3, b * 3 + 1)\n", + " plt.axis(\"off\")\n", + " plt.title(\"moving image\")\n", + " plt.imshow(moving_image[b], cmap=\"gray\")\n", + " # fixed image\n", + " plt.subplot(batch_size, 3, b * 3 + 2)\n", + " plt.axis(\"off\")\n", + " plt.title(\"fixed image\")\n", + " plt.imshow(fixed_image[b], cmap=\"gray\")\n", + " # warped moving\n", + " plt.subplot(batch_size, 3, b * 3 + 3)\n", + " plt.axis(\"off\")\n", + " plt.title(\"predicted image\")\n", + " plt.imshow(pred_image[b], cmap=\"gray\")\n", + "plt.axis(\"off\")\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "accelerator": "GPU", + "colab": { + "name": "registration_simple.ipynb", + "provenance": [], + "toc_visible": true + }, + "kernelspec": { + "display_name": "monai_dev", + "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": "3.10.17" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} From 4f72fb2e26a297f7465acfa58a8e7ec90bfa0adc Mon Sep 17 00:00:00 2001 From: "Cano-Muniz, Santiago" Date: Sun, 4 May 2025 14:59:15 +0200 Subject: [PATCH 2/9] Ensure ./runner.sh passess all tessts --- 2d_regression/image_restoration.ipynb | 40 ++++++++++----------------- 1 file changed, 14 insertions(+), 26 deletions(-) diff --git a/2d_regression/image_restoration.ipynb b/2d_regression/image_restoration.ipynb index 0dc93b74f..7e6740965 100644 --- a/2d_regression/image_restoration.ipynb +++ b/2d_regression/image_restoration.ipynb @@ -78,7 +78,7 @@ }, { "cell_type": "code", - "execution_count": 69, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -94,28 +94,23 @@ " Compose,\n", " LoadImageD,\n", " ScaleIntensityd,\n", - " RandGaussianNoiseD, \n", - " RandGaussianSmoothD, \n", - " RandAdjustContrastD, \n", + " RandGaussianNoiseD,\n", + " RandGaussianSmoothD,\n", ")\n", - "import numpy as np\n", "from monai.data import DataLoader, Dataset, CacheDataset\n", "from monai.config import print_config\n", "from monai.networks.nets.restormer import Restormer\n", "from monai.apps import MedNISTDataset\n", "\n", - "import numpy as np\n", "import torch\n", "from monai.losses import SSIMLoss\n", "import matplotlib.pyplot as plt\n", "import os\n", "import tempfile\n", "\n", - "from tqdm.notebook import tqdm\n", - "\n", "\n", - "#print_config()\n", - "#set_determinism(42)" + "print_config()\n", + "set_determinism(42)" ] }, { @@ -361,7 +356,7 @@ }, { "cell_type": "code", - "execution_count": 70, + "execution_count": null, "metadata": { "id": "zHAj8nuHXG-D", "outputId": "462d37f3-b59e-4d88-ca18-60224f69076d" @@ -374,7 +369,7 @@ " device = torch.device(\"mps\")\n", "else:\n", " device = torch.device(\"cpu\")\n", - " \n", + "\n", "model = Restormer(\n", " spatial_dims=2,\n", " in_channels=1,\n", @@ -399,7 +394,7 @@ }, { "cell_type": "code", - "execution_count": 72, + "execution_count": null, "metadata": { "id": "eyiL4ccmYsjt" }, @@ -432,7 +427,7 @@ } ], "source": [ - "max_epochs = 20\n", + "max_epochs = 2\n", "epoch_loss_values = []\n", "\n", "\n", @@ -448,7 +443,7 @@ " moving = batch_data[\"moving_hand\"].to(device)\n", " fixed = batch_data[\"fixed_hand\"].to(device)\n", " pred_image = model(moving)\n", - " pred_image=torch.sigmoid(pred_image)\n", + " pred_image = torch.sigmoid(pred_image)\n", "\n", " loss = image_loss(input=pred_image, target=fixed)\n", " loss.backward()\n", @@ -514,7 +509,7 @@ }, { "cell_type": "code", - "execution_count": 76, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -534,16 +529,16 @@ "source": [ "val_ds = CacheDataset(data=training_datadict[2000:2500], transform=train_transforms, cache_rate=1.0, num_workers=0)\n", "val_loader = DataLoader(val_ds, batch_size=16, num_workers=0)\n", - "model.eval() # Set model to evaluation mode\n", + "model.eval() # Set model to evaluation mode\n", "\n", - "with torch.no_grad(): # Disable gradient calculation for inference\n", + "with torch.no_grad(): # Disable gradient calculation for inference\n", " for batch_data in val_loader:\n", " moving = batch_data[\"moving_hand\"].to(device)\n", " fixed = batch_data[\"fixed_hand\"].to(device)\n", " # Pass only the moving image, consistent with training\n", " pred_image = model(moving)\n", " pred_image = torch.sigmoid(pred_image)\n", - " break # Process only the first batch for visualization\n", + " break # Process only the first batch for visualization\n", "\n", "fixed_image = fixed.detach().cpu().numpy()[:, 0]\n", "moving_image = moving.detach().cpu().numpy()[:, 0]\n", @@ -596,13 +591,6 @@ "plt.axis(\"off\")\n", "plt.show()" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { From 1296d58d52c7c4582a9fa3e11c2edda9d5092ff4 Mon Sep 17 00:00:00 2001 From: "Cano-Muniz, Santiago" Date: Sun, 4 May 2025 15:00:08 +0200 Subject: [PATCH 3/9] Set epochs to 200 (it was 2 for testing purposes) --- 2d_regression/image_restoration.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/2d_regression/image_restoration.ipynb b/2d_regression/image_restoration.ipynb index 7e6740965..342872b10 100644 --- a/2d_regression/image_restoration.ipynb +++ b/2d_regression/image_restoration.ipynb @@ -427,7 +427,7 @@ } ], "source": [ - "max_epochs = 2\n", + "max_epochs = 200\n", "epoch_loss_values = []\n", "\n", "\n", From dd1d58beca7c39b2724d65f9f2a156aa725a4601 Mon Sep 17 00:00:00 2001 From: "Cano-Muniz, Santiago" Date: Sun, 4 May 2025 15:03:56 +0200 Subject: [PATCH 4/9] Commit to address the DCO DCO Remediation Commit for Cano-Muniz, Santiago I, Cano-Muniz, Santiago , hereby add my Signed-off-by to this commit: 3dda461500f2d0dbe32679bc091b2e479f968a73 I, Cano-Muniz, Santiago , hereby add my Signed-off-by to this commit: 4f72fb2e26a297f7465acfa58a8e7ec90bfa0adc I, Cano-Muniz, Santiago , hereby add my Signed-off-by to this commit: 1296d58d52c7c4582a9fa3e11c2edda9d5092ff4 Signed-off-by: Cano-Muniz, Santiago --- 2d_regression/image_restoration.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/2d_regression/image_restoration.ipynb b/2d_regression/image_restoration.ipynb index 342872b10..12be42a17 100644 --- a/2d_regression/image_restoration.ipynb +++ b/2d_regression/image_restoration.ipynb @@ -427,7 +427,7 @@ } ], "source": [ - "max_epochs = 200\n", + "max_epochs = 100\n", "epoch_loss_values = []\n", "\n", "\n", From ec1221d2be438d302b70727424d8c5770e72dd22 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Sun, 4 May 2025 13:05:09 +0000 Subject: [PATCH 5/9] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- 2d_regression/image_restoration.ipynb | 1164 ++++++++++++------------- 1 file changed, 582 insertions(+), 582 deletions(-) diff --git a/2d_regression/image_restoration.ipynb b/2d_regression/image_restoration.ipynb index 12be42a17..0de44ef05 100644 --- a/2d_regression/image_restoration.ipynb +++ b/2d_regression/image_restoration.ipynb @@ -1,623 +1,623 @@ { - "cells": [ - { - "cell_type": "markdown", - "metadata": { - "id": "DpAWjuE0zX__" - }, - "source": [ - "Copyright (c) MONAI Consortium \n", - "Licensed under the Apache License, Version 2.0 (the \"License\"); \n", - "you may not use this file except in compliance with the License. \n", - "You may obtain a copy of the License at \n", - "    http://www.apache.org/licenses/LICENSE-2.0 \n", - "Unless required by applicable law or agreed to in writing, software \n", - "distributed under the License is distributed on an \"AS IS\" BASIS, \n", - "WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. \n", - "See the License for the specific language governing permissions and \n", - "limitations under the License.\n", - "\n", - "# Image Restoration with Restormer in MONAI\n", - "\n", - "## Introduction\n", - "\n", - "Image restoration is the process of reconstructing a high-quality image by removing degradations (e.g., noise, blur, movement) from a degraded image. Imperfections frequently manifest as speckle, streaks, intensity variations across the image, or motion blur, all of which can mask vital clues. Image restoration aims to remove these imperfections and enhance the image's visual quality and information content. In fields like medical imaging, the ability to refine visual data via restoration is of paramount importance, as enhancing clarity and information content directly impacts the reliability of diagnoses and subsequent treatment planning. \n", - "\n", - "In recent years, data-driven Deep Learning architectures are setting the new benchmark in image restoration, leveraging vast datasets to learn complex patterns, significantly outpacing conventional restoration techniques in performance. A key innovation driving this progress comes from the Transformer architecture, due to its capacity for capturing long-range dependencies. \n", - "\n", - "Building on this foundation, models like Restormer demonstrate how Transformer-based designs can be effectively adapted to understand and reconstruct complex image details during restoration. The Restormer implements a computationally efficient channel attention to tackle image restoration, achieving state-of-the-art performance. Thus, we will leverage this model from the MONAI framework to demonstrate its capabilities in image restoration.\n", - "\n", - "\n", - "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Project-MONAI/tutorials/blob/main/2d_registration/image_restoration.ipynb)" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "lI6G5tLMzqUM" - }, - "source": [ - "## Setup environment\n", - "\n", - "We will install the latest `dev` branch of MONAI where the Restormer is available. Also, we use `pip install` with the `BUILD_MONAI=1` flag. This will fetch the most recent source code from the MONAI repository's development branch, build MONAI's C++/CUDA extensions, and install the package.\n", - "\n", - "Setting `env BUILD_MONAI=1` ensures that when calling the relevant Python modules, MONAI will prefer those extensions instead of the PyTorch/Python native implementations.\n", - "\n", - "(The compilation may take a few to 10+ minutes.)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "7qsy3BznrPsT", - "outputId": "50977b31-1da3-4e53-ff34-dd1a8ddfa9e6" - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "env: BUILD_MONAI=1\n" - ] - } - ], - "source": [ - "%env BUILD_MONAI=1\n", - "!python -c \"import monai\" || pip install -q git+https://github.com/Project-MONAI/MONAI@dev#egg=monai[all]\n" - ] - }, + "cells": [ + { + "cell_type": "markdown", + "metadata": { + "id": "DpAWjuE0zX__" + }, + "source": [ + "Copyright (c) MONAI Consortium \n", + "Licensed under the Apache License, Version 2.0 (the \"License\"); \n", + "you may not use this file except in compliance with the License. \n", + "You may obtain a copy of the License at \n", + "    http://www.apache.org/licenses/LICENSE-2.0 \n", + "Unless required by applicable law or agreed to in writing, software \n", + "distributed under the License is distributed on an \"AS IS\" BASIS, \n", + "WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. \n", + "See the License for the specific language governing permissions and \n", + "limitations under the License.\n", + "\n", + "# Image Restoration with Restormer in MONAI\n", + "\n", + "## Introduction\n", + "\n", + "Image restoration is the process of reconstructing a high-quality image by removing degradations (e.g., noise, blur, movement) from a degraded image. Imperfections frequently manifest as speckle, streaks, intensity variations across the image, or motion blur, all of which can mask vital clues. Image restoration aims to remove these imperfections and enhance the image's visual quality and information content. In fields like medical imaging, the ability to refine visual data via restoration is of paramount importance, as enhancing clarity and information content directly impacts the reliability of diagnoses and subsequent treatment planning. \n", + "\n", + "In recent years, data-driven Deep Learning architectures are setting the new benchmark in image restoration, leveraging vast datasets to learn complex patterns, significantly outpacing conventional restoration techniques in performance. A key innovation driving this progress comes from the Transformer architecture, due to its capacity for capturing long-range dependencies. \n", + "\n", + "Building on this foundation, models like Restormer demonstrate how Transformer-based designs can be effectively adapted to understand and reconstruct complex image details during restoration. The Restormer implements a computationally efficient channel attention to tackle image restoration, achieving state-of-the-art performance. Thus, we will leverage this model from the MONAI framework to demonstrate its capabilities in image restoration.\n", + "\n", + "\n", + "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Project-MONAI/tutorials/blob/main/2d_registration/image_restoration.ipynb)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "lI6G5tLMzqUM" + }, + "source": [ + "## Setup environment\n", + "\n", + "We will install the latest `dev` branch of MONAI where the Restormer is available. Also, we use `pip install` with the `BUILD_MONAI=1` flag. This will fetch the most recent source code from the MONAI repository's development branch, build MONAI's C++/CUDA extensions, and install the package.\n", + "\n", + "Setting `env BUILD_MONAI=1` ensures that when calling the relevant Python modules, MONAI will prefer those extensions instead of the PyTorch/Python native implementations.\n", + "\n", + "(The compilation may take a few to 10+ minutes.)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "7qsy3BznrPsT", + "outputId": "50977b31-1da3-4e53-ff34-dd1a8ddfa9e6" + }, + "outputs": [ { - "cell_type": "markdown", - "metadata": { - "id": "HSGmeSK8zy4C" - }, - "source": [ - "## Setup imports" - ] + "name": "stdout", + "output_type": "stream", + "text": [ + "env: BUILD_MONAI=1\n" + ] + } + ], + "source": [ + "%env BUILD_MONAI=1\n", + "!python -c \"import monai\" || pip install -q git+https://github.com/Project-MONAI/MONAI@dev#egg=monai[all]" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "HSGmeSK8zy4C" + }, + "source": [ + "## Setup imports" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "id": "9a4y9P06TzmR", - "outputId": "fed609e0-8c23-409f-fb9b-7e1f838d46f1" - }, - "outputs": [], - "source": [ - "from monai.utils import set_determinism, first\n", - "from monai.transforms import (\n", - " EnsureChannelFirstD,\n", - " Compose,\n", - " LoadImageD,\n", - " ScaleIntensityd,\n", - " RandGaussianNoiseD,\n", - " RandGaussianSmoothD,\n", - ")\n", - "from monai.data import DataLoader, Dataset, CacheDataset\n", - "from monai.config import print_config\n", - "from monai.networks.nets.restormer import Restormer\n", - "from monai.apps import MedNISTDataset\n", - "\n", - "import torch\n", - "from monai.losses import SSIMLoss\n", - "import matplotlib.pyplot as plt\n", - "import os\n", - "import tempfile\n", - "\n", - "\n", - "print_config()\n", - "set_determinism(42)" - ] + "id": "9a4y9P06TzmR", + "outputId": "fed609e0-8c23-409f-fb9b-7e1f838d46f1" + }, + "outputs": [], + "source": [ + "from monai.utils import set_determinism, first\n", + "from monai.transforms import (\n", + " EnsureChannelFirstD,\n", + " Compose,\n", + " LoadImageD,\n", + " ScaleIntensityd,\n", + " RandGaussianNoiseD,\n", + " RandGaussianSmoothD,\n", + ")\n", + "from monai.data import DataLoader, Dataset, CacheDataset\n", + "from monai.config import print_config\n", + "from monai.networks.nets.restormer import Restormer\n", + "from monai.apps import MedNISTDataset\n", + "\n", + "import torch\n", + "from monai.losses import SSIMLoss\n", + "import matplotlib.pyplot as plt\n", + "import os\n", + "import tempfile\n", + "\n", + "\n", + "print_config()\n", + "set_determinism(42)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "IEdRdq0NUQj_" + }, + "source": [ + "# Construct Pairwise Training Inputs for Restoration\n", + "\n", + "We use the `MedNISTDataset` object to download and unzip the actual data files. We select the hand X-ray class for this demonstration.\n", + "\n", + "To create training pairs suitable for an image restoration task, we structure our data dictionaries with two keys: `\"fixed_hand\"` and `\"moving_hand\"`. Initially, both keys point to the same clean hand X-ray image path.\n", + "\n", + "During the data loading and transformation pipeline:\n", + "1. The `\"fixed_hand\"` image serves as the clean, high-quality target image.\n", + "2. The `\"moving_hand\"` image, initially identical to the fixed one, undergoes a series of **random synthetic degradations**. For this small example, we apply common degradations like Gaussian noise and Gaussian blur (smoothing) specifically to the `\"moving_hand\"`. This simulates realistic scenarios where images might be corrupted by sensor noise, motion blur, or varying acquisition settings." + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" }, + "id": "H9KlURISUxcr", + "outputId": "51492daa-0cc9-41d2-b71f-d0ee4b117da9" + }, + "outputs": [ { - "cell_type": "markdown", - "metadata": { - "id": "IEdRdq0NUQj_" - }, - "source": [ - "# Construct Pairwise Training Inputs for Restoration\n", - "\n", - "We use the `MedNISTDataset` object to download and unzip the actual data files. We select the hand X-ray class for this demonstration.\n", - "\n", - "To create training pairs suitable for an image restoration task, we structure our data dictionaries with two keys: `\"fixed_hand\"` and `\"moving_hand\"`. Initially, both keys point to the same clean hand X-ray image path.\n", - "\n", - "During the data loading and transformation pipeline:\n", - "1. The `\"fixed_hand\"` image serves as the clean, high-quality target image.\n", - "2. The `\"moving_hand\"` image, initially identical to the fixed one, undergoes a series of **random synthetic degradations**. For this small example, we apply common degradations like Gaussian noise and Gaussian blur (smoothing) specifically to the `\"moving_hand\"`. This simulates realistic scenarios where images might be corrupted by sensor noise, motion blur, or varying acquisition settings." - ] + "name": "stdout", + "output_type": "stream", + "text": [ + "/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmp6u_jdwfp\n" + ] }, { - "cell_type": "code", - "execution_count": 33, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "id": "H9KlURISUxcr", - "outputId": "51492daa-0cc9-41d2-b71f-d0ee4b117da9" - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmp6u_jdwfp\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "MedNIST.tar.gz: 59.0MB [00:07, 8.31MB/s] " - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "2025-05-04 13:46:26,951 - INFO - Downloaded: /var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmp6u_jdwfp/MedNIST.tar.gz\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "2025-05-04 13:46:27,097 - INFO - Verified 'MedNIST.tar.gz', md5: 0bc7306e7427e00ad1c5526a6677552d.\n", - "2025-05-04 13:46:27,098 - INFO - Writing into directory: /var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmp6u_jdwfp.\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Loading dataset: 100%|██████████| 47164/47164 [00:00<00:00, 274128.10it/s]" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - " first training items: [{'fixed_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmp6u_jdwfp/MedNIST/Hand/001727.jpeg', 'moving_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmp6u_jdwfp/MedNIST/Hand/001727.jpeg'}, {'fixed_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmp6u_jdwfp/MedNIST/Hand/009015.jpeg', 'moving_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmp6u_jdwfp/MedNIST/Hand/009015.jpeg'}, {'fixed_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmp6u_jdwfp/MedNIST/Hand/007610.jpeg', 'moving_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmp6u_jdwfp/MedNIST/Hand/007610.jpeg'}]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\n" - ] - } - ], - "source": [ - "directory = os.environ.get(\"MONAI_DATA_DIRECTORY\")\n", - "if directory is not None:\n", - " os.makedirs(directory, exist_ok=True)\n", - "root_dir = tempfile.mkdtemp() if directory is None else directory\n", - "print(root_dir)\n", - "\n", - "train_data = MedNISTDataset(root_dir=root_dir, section=\"training\", download=True, transform=None)\n", - "training_datadict = [\n", - " {\"fixed_hand\": item[\"image\"], \"moving_hand\": item[\"image\"]}\n", - " for item in train_data.data\n", - " if item[\"label\"] == 4 # label 4 is for xray hands\n", - "]\n", - "print(\"\\n first training items: \", training_datadict[:3])" - ] + "name": "stderr", + "output_type": "stream", + "text": [ + "MedNIST.tar.gz: 59.0MB [00:07, 8.31MB/s] " + ] }, { - "cell_type": "code", - "execution_count": 40, - "metadata": { - "id": "QZJCeerKTu3s" - }, - "outputs": [], - "source": [ - "img_keys = [\"fixed_hand\", \"moving_hand\"]\n", - "degradation_key = \"moving_hand\"\n", - "\n", - "\n", - "train_transforms = Compose(\n", - " [\n", - " LoadImageD(keys=img_keys),\n", - " EnsureChannelFirstD(keys=img_keys),\n", - " ScaleIntensityd(keys=img_keys),\n", - " RandGaussianNoiseD(keys=[degradation_key], prob=0.5, std=0.1),\n", - " RandGaussianSmoothD(keys=[degradation_key], prob=0.5, sigma_x=(0.5, 1.5), sigma_y=(0.5, 1.5)),\n", - " ScaleIntensityd(keys=img_keys),\n", - " ]\n", - ")" - ] + "name": "stdout", + "output_type": "stream", + "text": [ + "2025-05-04 13:46:26,951 - INFO - Downloaded: /var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmp6u_jdwfp/MedNIST.tar.gz\n" + ] }, { - "cell_type": "markdown", - "metadata": { - "id": "vUKGXidL2ViQ" - }, - "source": [ - "## Visualisation of the training pairs" - ] + "name": "stderr", + "output_type": "stream", + "text": [ + "\n" + ] }, { - "cell_type": "code", - "execution_count": 41, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/", - "height": 402 - }, - "id": "LzFV9LY8VXy1", - "outputId": "1444374e-0f51-4485-8ff8-4e1879fc03a4" - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "moving_image shape: torch.Size([64, 64])\n", - "fixed_image shape: torch.Size([64, 64])\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "check_ds = Dataset(data=training_datadict, transform=train_transforms)\n", - "check_loader = DataLoader(check_ds, batch_size=1, shuffle=True)\n", - "check_data = first(check_loader)\n", - "fixed_image = check_data[\"fixed_hand\"][0][0]\n", - "moving_image = check_data[\"moving_hand\"][0][0]\n", - "\n", - "print(f\"moving_image shape: {moving_image.shape}\")\n", - "print(f\"fixed_image shape: {fixed_image.shape}\")\n", - "\n", - "plt.figure(\"check\", (12, 6))\n", - "plt.subplot(1, 2, 1)\n", - "plt.title(\"moving_image\")\n", - "plt.imshow(moving_image, cmap=\"gray\")\n", - "plt.subplot(1, 2, 2)\n", - "plt.title(\"fixed_image\")\n", - "plt.imshow(fixed_image, cmap=\"gray\")\n", - "\n", - "plt.show()" - ] + "name": "stdout", + "output_type": "stream", + "text": [ + "2025-05-04 13:46:27,097 - INFO - Verified 'MedNIST.tar.gz', md5: 0bc7306e7427e00ad1c5526a6677552d.\n", + "2025-05-04 13:46:27,098 - INFO - Writing into directory: /var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmp6u_jdwfp.\n" + ] }, { - "cell_type": "markdown", - "metadata": { - "id": "nwO0Q3Hg2hOJ" - }, - "source": [ - "## Create the training pipelines\n", - "\n", - "We use a `CacheDataset` to capture the training pairs and accelerate the training process. The MedNISTDataset provides pairs of \"moving\" and \"fixed\" images. For demonstration purposes, we treat this as an image restoration problem: the \"moving\" image is a degraded version of the \"fixed\" reference image (e.g., due to simulated movement or noise). The goal is to restore the moving image to match the fixed image.\n" - ] + "name": "stderr", + "output_type": "stream", + "text": [ + "Loading dataset: 100%|██████████| 47164/47164 [00:00<00:00, 274128.10it/s]" + ] }, { - "cell_type": "code", - "execution_count": 42, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "id": "DjSwFJJvW7Qc", - "outputId": "d81e0f01-4ec7-4cd4-bd7f-645a1f5dfc9f" - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Loading dataset: 100%|██████████| 1000/1000 [00:00<00:00, 1121.06it/s]\n" - ] - } - ], - "source": [ - "train_ds = CacheDataset(data=training_datadict[:1000], transform=train_transforms, cache_rate=1.0, num_workers=0)\n", - "train_loader = DataLoader(train_ds, batch_size=16, shuffle=True, num_workers=0)\n" - ] + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + " first training items: [{'fixed_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmp6u_jdwfp/MedNIST/Hand/001727.jpeg', 'moving_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmp6u_jdwfp/MedNIST/Hand/001727.jpeg'}, {'fixed_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmp6u_jdwfp/MedNIST/Hand/009015.jpeg', 'moving_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmp6u_jdwfp/MedNIST/Hand/009015.jpeg'}, {'fixed_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmp6u_jdwfp/MedNIST/Hand/007610.jpeg', 'moving_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmp6u_jdwfp/MedNIST/Hand/007610.jpeg'}]\n" + ] }, { - "cell_type": "markdown", - "metadata": { - "id": "gx6GD9X_shGO" - }, - "source": [ - "## Model and Training\n", - "\n", - "Now, let's initialize the Restormer model and train it to restore the noisy images. Since this is just a tutorial, we will initialize a small Restormer model with a small size configuration for quick experimentation: \n", - "\n", - "- `dim=32`: the embedding dimension (feature width) at the first stage.\n", - "- `num_blocks=[2, 2]`: 2 encoder and 2 decoder blocks.\n", - "- `num_heads=[2, 2]`: 2 attention heads at each stage.\n", - "- `refinement=1`: 1 refinement block at the bottleneck.\n", - "\n", - "When training image restoration models, common regression losses include `MSELoss`, `PSNRLoss`, and `SSIMLoss`. Here, we use `SSIMLoss` because it encourages the model to focus on matching the structural similarity (shape and details) of the hands, rather than just restoring absolute pixel values.\n" - ] + "name": "stderr", + "output_type": "stream", + "text": [ + "\n" + ] + } + ], + "source": [ + "directory = os.environ.get(\"MONAI_DATA_DIRECTORY\")\n", + "if directory is not None:\n", + " os.makedirs(directory, exist_ok=True)\n", + "root_dir = tempfile.mkdtemp() if directory is None else directory\n", + "print(root_dir)\n", + "\n", + "train_data = MedNISTDataset(root_dir=root_dir, section=\"training\", download=True, transform=None)\n", + "training_datadict = [\n", + " {\"fixed_hand\": item[\"image\"], \"moving_hand\": item[\"image\"]}\n", + " for item in train_data.data\n", + " if item[\"label\"] == 4 # label 4 is for xray hands\n", + "]\n", + "print(\"\\n first training items: \", training_datadict[:3])" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": { + "id": "QZJCeerKTu3s" + }, + "outputs": [], + "source": [ + "img_keys = [\"fixed_hand\", \"moving_hand\"]\n", + "degradation_key = \"moving_hand\"\n", + "\n", + "\n", + "train_transforms = Compose(\n", + " [\n", + " LoadImageD(keys=img_keys),\n", + " EnsureChannelFirstD(keys=img_keys),\n", + " ScaleIntensityd(keys=img_keys),\n", + " RandGaussianNoiseD(keys=[degradation_key], prob=0.5, std=0.1),\n", + " RandGaussianSmoothD(keys=[degradation_key], prob=0.5, sigma_x=(0.5, 1.5), sigma_y=(0.5, 1.5)),\n", + " ScaleIntensityd(keys=img_keys),\n", + " ]\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "vUKGXidL2ViQ" + }, + "source": [ + "## Visualisation of the training pairs" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 402 }, + "id": "LzFV9LY8VXy1", + "outputId": "1444374e-0f51-4485-8ff8-4e1879fc03a4" + }, + "outputs": [ { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "zHAj8nuHXG-D", - "outputId": "462d37f3-b59e-4d88-ca18-60224f69076d" - }, - "outputs": [], - "source": [ - "if torch.cuda.is_available():\n", - " device = torch.device(\"cuda:0\")\n", - "elif torch.backends.mps.is_available():\n", - " device = torch.device(\"mps\")\n", - "else:\n", - " device = torch.device(\"cpu\")\n", - "\n", - "model = Restormer(\n", - " spatial_dims=2,\n", - " in_channels=1,\n", - " out_channels=1,\n", - " dim=32,\n", - " num_blocks=[2, 2],\n", - " heads=[2, 2],\n", - " num_refinement_blocks=1,\n", - ").to(device)\n", - "image_loss = SSIMLoss(spatial_dims=2, data_range=1.0)\n", - "optimizer = torch.optim.Adam(model.parameters(), 1e-5)\n" - ] + "name": "stdout", + "output_type": "stream", + "text": [ + "moving_image shape: torch.Size([64, 64])\n", + "fixed_image shape: torch.Size([64, 64])\n" + ] }, { - "cell_type": "markdown", - "metadata": { - "id": "0a7hoesI29m4" - }, - "source": [ - "## The training loops" + "data": { + "image/png": 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", + "text/plain": [ + "
" ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "check_ds = Dataset(data=training_datadict, transform=train_transforms)\n", + "check_loader = DataLoader(check_ds, batch_size=1, shuffle=True)\n", + "check_data = first(check_loader)\n", + "fixed_image = check_data[\"fixed_hand\"][0][0]\n", + "moving_image = check_data[\"moving_hand\"][0][0]\n", + "\n", + "print(f\"moving_image shape: {moving_image.shape}\")\n", + "print(f\"fixed_image shape: {fixed_image.shape}\")\n", + "\n", + "plt.figure(\"check\", (12, 6))\n", + "plt.subplot(1, 2, 1)\n", + "plt.title(\"moving_image\")\n", + "plt.imshow(moving_image, cmap=\"gray\")\n", + "plt.subplot(1, 2, 2)\n", + "plt.title(\"fixed_image\")\n", + "plt.imshow(fixed_image, cmap=\"gray\")\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "nwO0Q3Hg2hOJ" + }, + "source": [ + "## Create the training pipelines\n", + "\n", + "We use a `CacheDataset` to capture the training pairs and accelerate the training process. The MedNISTDataset provides pairs of \"moving\" and \"fixed\" images. For demonstration purposes, we treat this as an image restoration problem: the \"moving\" image is a degraded version of the \"fixed\" reference image (e.g., due to simulated movement or noise). The goal is to restore the moving image to match the fixed image.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" }, + "id": "DjSwFJJvW7Qc", + "outputId": "d81e0f01-4ec7-4cd4-bd7f-645a1f5dfc9f" + }, + "outputs": [ { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "eyiL4ccmYsjt" - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'Epoch': 1, 'Avg Epoch Loss': '0.6833'}\n", - "{'Epoch': 2, 'Avg Epoch Loss': '0.6229'}\n", - "{'Epoch': 3, 'Avg Epoch Loss': '0.5841'}\n", - "{'Epoch': 4, 'Avg Epoch Loss': '0.5568'}\n", - "{'Epoch': 5, 'Avg Epoch Loss': '0.5391'}\n", - "{'Epoch': 6, 'Avg Epoch Loss': '0.5246'}\n", - "{'Epoch': 7, 'Avg Epoch Loss': '0.5123'}\n", - "{'Epoch': 8, 'Avg Epoch Loss': '0.5007'}\n", - "{'Epoch': 9, 'Avg Epoch Loss': '0.4917'}\n", - "{'Epoch': 10, 'Avg Epoch Loss': '0.4799'}\n", - "{'Epoch': 11, 'Avg Epoch Loss': '0.4702'}\n", - "{'Epoch': 12, 'Avg Epoch Loss': '0.4574'}\n", - "{'Epoch': 13, 'Avg Epoch Loss': '0.4454'}\n", - "{'Epoch': 14, 'Avg Epoch Loss': '0.4314'}\n", - "{'Epoch': 15, 'Avg Epoch Loss': '0.4118'}\n", - "{'Epoch': 16, 'Avg Epoch Loss': '0.3839'}\n", - "{'Epoch': 17, 'Avg Epoch Loss': '0.3408'}\n", - "{'Epoch': 18, 'Avg Epoch Loss': '0.2824'}\n", - "{'Epoch': 19, 'Avg Epoch Loss': '0.2239'}\n", - "{'Epoch': 20, 'Avg Epoch Loss': '0.1965'}\n" - ] - } - ], - "source": [ - "max_epochs = 100\n", - "epoch_loss_values = []\n", - "\n", - "\n", - "for epoch in range(max_epochs):\n", - " model.train()\n", - " epoch_loss, step = 0, 0\n", - "\n", - " # No inner tqdm bar here\n", - " for batch_data in train_loader:\n", - " step += 1\n", - " optimizer.zero_grad()\n", - "\n", - " moving = batch_data[\"moving_hand\"].to(device)\n", - " fixed = batch_data[\"fixed_hand\"].to(device)\n", - " pred_image = model(moving)\n", - " pred_image = torch.sigmoid(pred_image)\n", - "\n", - " loss = image_loss(input=pred_image, target=fixed)\n", - " loss.backward()\n", - " optimizer.step()\n", - " current_loss = loss.item()\n", - " epoch_loss += current_loss\n", - "\n", - " epoch_loss /= step\n", - " epoch_loss_values.append(epoch_loss)\n", - "\n", - " # Update the outer bar's postfix with the final average epoch loss\n", - " print({\"Epoch\": epoch + 1, \"Avg Epoch Loss\": f\"{epoch_loss:.4f}\"})\n" - ] - }, + "name": "stderr", + "output_type": "stream", + "text": [ + "Loading dataset: 100%|██████████| 1000/1000 [00:00<00:00, 1121.06it/s]\n" + ] + } + ], + "source": [ + "train_ds = CacheDataset(data=training_datadict[:1000], transform=train_transforms, cache_rate=1.0, num_workers=0)\n", + "train_loader = DataLoader(train_ds, batch_size=16, shuffle=True, num_workers=0)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "gx6GD9X_shGO" + }, + "source": [ + "## Model and Training\n", + "\n", + "Now, let's initialize the Restormer model and train it to restore the noisy images. Since this is just a tutorial, we will initialize a small Restormer model with a small size configuration for quick experimentation: \n", + "\n", + "- `dim=32`: the embedding dimension (feature width) at the first stage.\n", + "- `num_blocks=[2, 2]`: 2 encoder and 2 decoder blocks.\n", + "- `num_heads=[2, 2]`: 2 attention heads at each stage.\n", + "- `refinement=1`: 1 refinement block at the bottleneck.\n", + "\n", + "When training image restoration models, common regression losses include `MSELoss`, `PSNRLoss`, and `SSIMLoss`. Here, we use `SSIMLoss` because it encourages the model to focus on matching the structural similarity (shape and details) of the hands, rather than just restoring absolute pixel values.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "zHAj8nuHXG-D", + "outputId": "462d37f3-b59e-4d88-ca18-60224f69076d" + }, + "outputs": [], + "source": [ + "if torch.cuda.is_available():\n", + " device = torch.device(\"cuda:0\")\n", + "elif torch.backends.mps.is_available():\n", + " device = torch.device(\"mps\")\n", + "else:\n", + " device = torch.device(\"cpu\")\n", + "\n", + "model = Restormer(\n", + " spatial_dims=2,\n", + " in_channels=1,\n", + " out_channels=1,\n", + " dim=32,\n", + " num_blocks=[2, 2],\n", + " heads=[2, 2],\n", + " num_refinement_blocks=1,\n", + ").to(device)\n", + "image_loss = SSIMLoss(spatial_dims=2, data_range=1.0)\n", + "optimizer = torch.optim.Adam(model.parameters(), 1e-5)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "0a7hoesI29m4" + }, + "source": [ + "## The training loops" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "eyiL4ccmYsjt" + }, + "outputs": [ { - "cell_type": "code", - "execution_count": 73, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/", - "height": 282 - }, - "id": "hZYvG_oE32-9", - "outputId": "354e2e53-85ae-4d48-a388-6206bc16e3f9" - }, - "outputs": [ - { - "data": { - "text/plain": [ - "[]" - ] - }, - "execution_count": 73, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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qEBKgHWm5ph/J19vT7C4NAOAhCCMwuseHa95DF6t7fH3lFJTo7hnf67XFO1Vm3cMBAKAWEUZQISo0UB/ce5Fuv6iJrL6sryzaocGvfatFW9Po3AoAqDVeDhf4lMnOzlZYWJiysrIUGhpqdzke4cPv9mvi3K3K+alDqzXy5pGBbXRJq0hzawcAgJr6/CaMoFLH8ov0z2/26O0Ve3X8p1V/ezUN1yMDW6t38wi7ywMAODnCCGpMZm6hpi7drXdX7VNRSZl5zmohGTugtbo2qW93eQAAJ0UYQY1LzSrQ5CU7NXPNfpX81LG1f7sojR3QRgmxXBcAwKkII6g11no2f1+8U7PXHTATplmGdGqoP/RvpZZRIXaXBwBwEoQR1LrdGbn6+1c79fnGFDP6xttLGt61kR6+qpXiI4LtLg8AYDPCCC6Y7anZeuXLHfpy64mJ0ny9vXRjjzg9dGVLM+08AMAzZRNGcKFtPHBML3+5Q8t2nFgF2N/HW7f2bqLfXdFCUSGBdpcHALjACCOwzXd7j+ilhUla/eMR8zjQz1uj+jbV/1zaQvWD/e0uDwBwgRBGYCvr12rl7sN66cskrU8+Zp6rG+Cruy5upnsuaabQQD+7SwQA1DLCCJyC9eu1JCldLy3coa2Hss1zYXX8dP9lzXVn36YK8ve1u0QAQC0hjMCpWAvuLdySata72Zmea54LD/bXLb3idFvveDq6AoAbIozAKZWWOfT5Dyn621c7tO9wvnnOGhI8ICFao/o0VZ8WEax9AwBugjACp1ZSWqavtqXr34l7Td+Sci2j6mpUn3j9pltj08cEAOC6CCNwGTvTcvTvxH1mRte8ohML8llB5LfdG+v2i+JNQAEAuB7CCFxOTkGxZq87qBmJe7UnI6/i+YtbRmpkn3hd1S5aPtY9HQCASyCMwGVZv5Irdh02oWTxtrSK9W8a1atjWkpG9IwznV8BAM6NMAK3WZTvP6uTNeu7ZB3NLzbP+ft6a2inWI3qG69OjevZXSIAoBKEEbiVguJSzd14SDNW7tWmg1kVz3eJq2dCyeCODRXg62NrjQCAUxFG4JasX9cN+4+ZDq/zNh5SUWmZeT4i2F83M2cJADgVwgjcXmZuoWZ9t1/vrdqnQ1kF5jmrg+uAdtEa2TdefZozZwkA2IkwAg+bsyRNM1buU+Ken+csaR4ZrOFdG+m6LrGKjwi2tUYA8ETZhBF4oh1mzpK9Zohw/k9zlli6NalngsmQjg0VUTfA1hoBwFNkE0bgyXILS7Rwc6o+2XBQK3ZlVgwP9vX20qWtG5jWkoEJMarjT6dXAKgthBHgJ+nZBfp84yF9sv7gKSNxgv19NKh9jGkx6dsiQr4+3rbWCQDuhjACnMau9Fx9tuGg5mw4qP1Hjlc8H1k3QMM6x2p411h1bBRGx1cAqAGEEeAMrF/7dcnHTGvJ3I0pFROqWZo3CNbwLo3M1iQiyNY6AcCVEUaAKiouLdM3OzL0yYYULdqaqoLiE3OXWOj4CgDnjjAC1ELHVyuYWPOY0PEVAM6OMALUQMfXz35I0acbUn7d8bVDjOlj0q9lpPzo+AoAp0UYAWq44+unGw6aFpOTO77WC/LToIQYXdu5oZnxlRE5APAzwghQax1fj5rWkvmbUs2U9OXCg/3NUOGhnRqqV7NwggkAj5dNGAFqV2mZQ6t/PGwW7FuwOVWH84oqvhZZ119Xd4jRtZ1i1bNpuFkzBwA8TTZhBLiw6+Os2nNE8zal6IvNqTp20lDhBiEBGtwhRkM6xapHfH15E0wAeIhswghg31DhlbutFpMU02KSXVBS8bXo0AAN7thQ13ZqqK5xBBMA7q2qn9/ndFN7ypQpatq0qQIDA9W7d2+tWbOm0mPfeecdM5vlyZv1OsBdWaNrLmvdQC/8trO+/8sAvX1nT93QrbFCAn2Vll2ot1fs1Q1TE3Xx81/rr3O3an3yUdMXBQA8lW91XzBr1iyNHTtW06ZNM0Hk1Vdf1aBBg5SUlKSoqKjTvsZKQ9bXyzHVNjyFv6+3rmgbZbbCkg76dkem5m06pEVb05SSVaB/Lf/RbI3q1TGtJUM6NWQ6egAep9q3aawA0rNnT02ePNk8LisrU1xcnB566CE99thjp20Z+f3vf69jx46dc5HcpoG7KSgu1bIdGabz61fb0pRfVFrxtSbhQeZWzqWtI9U9vr4CfJlgDYBrqurnd7VaRoqKirR27VqNGzeu4jlvb2/1799fiYmJlb4uNzdX8fHxJrh069ZNzz77rNq3b1/p8YWFhWY7+WQAdxLod2LFYGuzgsmS7emau+mQvt6WruQj+Zq2bLfZAny9zTDhvi0i1a9lhNrHhjEyB4DbqVYYyczMVGlpqaKjo0953nq8ffv2076mTZs2mj59ujp16mSS0UsvvaS+fftqy5Ytaty48WlfM2nSJD311FPVKQ1w6WByTceGZssvKtGS7RlmjZwVuw8rI6dQ3+7MNJslrI6fLmoebmZ+tbbmkcHc0gHgWbdpUlJS1KhRI61cuVJ9+vSpeP5Pf/qTli1bptWrV5/1exQXF6tdu3a65ZZbNHHixCq3jFi3grhNA09ivTV3pueaNXJW7Dqs1XsOK6fw55E5lpjQQPVtGaF+puUkUjFhdA4H4Oa3aSIjI+Xj46O0tLRTnrcex8TEVOl7+Pn5qWvXrtq1a1elxwQEBJgN8GRWi0fr6BCzje7XzMxlYq2RYw0btgLK9/uOKjW7QLPXHTSbpXmD4J+CSYT6NI9UWJCf3acBAGdVrTDi7++v7t27a/HixRo+fLh5zuoHYj1+8MEHq/Q9rNs8mzZt0uDBg6vzowGPZ00v37VJfbONuaKl6Wvy/d6jWrE7Uyt3ZZqgsicjz2zvrton6+5Nh9iwn27pRKhHfDirDQNwj6G91rDeUaNGqUePHurVq5cZ2puXl6fRo0ebr48cOdLcyrH6fViefvppXXTRRWrZsqUZUfPiiy9q3759uueee2r+bAAP62tycatIs1myjhdr1Z7DJphY/U2sxf2sgGJtVmdYfx9vdYuvZ1pOLm3dQJ0aM4QYgIuGkREjRigjI0Pjx49XamqqunTpogULFlR0ak1OTjYjbModPXpU9957rzm2fv36pmXF6nOSkJBQs2cCeDirc2v5CB1LalaBVu4+0d/E+u+hrAIzZb21vbxohxrXr6OhnWM1tFOs2jUMIZgAsA3TwQMewHqb/5iZZ1pMVuzM1Dc7M06Z26RFg+ATwaRzrFo0qGtrrQDcB2vTAKjU8aJSfb09XZ//kKKvk9JVVFJW8bWEhqEmlFgzwsaFB9laJwDXRhgBUCU5BcVmenormFjzmZSU/fwnoWuTerq204lgEh3KsGEA1UMYAVBtR/OKtGBLqgkmVmfY8lxidSfp1TTctJhc0yFGEXUZeg/g7AgjAM5Lek6Bvth0IphYc5qUs6ajt4YLD+3UUAPbx5iOswBwOoQRADXm4LHjmrcxRZ//cMgMFS5nDRe+rE0D02LSv12UgvyrPUAPgBsjjACoFdaonLk/pOizH1LMdPXl6vj56Kp2USaYXNa6gZkHBYBnyyaMAKhtSak55jbO5xtTtO9wfsXzgX7e6tM8woSSy9pEqVlksK11ArAHYQTABWP9GbFu31jBZN7GQ0rJKjjl6/ERQSeCSesG6tMigts5gIfIJowAsIP1JyUpLUfLkjK0bEeGvtt7RMWljlP6mfRqFv5Tq0kDtYqqy+yvgJsijABwCrmFJUrcfVjLdqRraVKGDhw9fsrXY8MCTSixwknflpEKDWR0DuAuCCMAnI7152ZPZl5Fq4k1l0nhSbO/+np7qVt8/YpbOtZssN7etJoAroowAsDpFRSXmkBiBRNr25ORd8rXI+sGVNzOuaRlpOoH+9tWK4DqI4wAcDn7j+RrqRVMkjLMSsMnL+ZnNZB0jqtnwsmQjg3VKjrE1loBnB1hBIBLsxbv+37fkYpbOttTc075eqfGYbqhW2MN6xxLiwngpAgjANxKalaBvtmRoS+3pmlpUnrFgn5+Pl66qm20bujeWJe3aSA/H2+7SwXwE8IIALd1OLdQn25I0cfrDmhLSnbF8xHB/hrWJda0mLSPDWXIMGAzwggAj7A9NVsfrz2gOetTlJlbWPF825gQE0qu6xqrqJBAW2sEPFU2YQSAJykpLdO3OzP10boDWrQ1zfQ5KV9l+NJWkeY2Tv920ayZA1xAhBEAHisrv1hzN6WYFpN1yccqng8N9NW1nU/cxunWpB63cYBaRhgBAEm7M3I1e90BzVl38JQ1c5pHBpvWkt90baTYenVsrRFwV4QRADhJWZlDiXsOm9aSLzan6njxiTlMrMaRvi0iTGvJ1R1iWMQPqEGEEQA4w3o5X2w6ZEbjrNpzpOL5YH8fXdOxoa7rEqs+zSPkyzBh4LwQRgCgirO+zll/0ASTfYfzK56PrOtvZnq1hgp3a1Kf/iXAOSCMAEA1WH8K1+47aoLJ/E2HdDS/uOJrjerV0dDOsWa213YNQwgmQBURRgDgHBWXlmn5rkx9viFFC7ekKu+kNXJaRtU1ocTamkYG21on4OwIIwBQQysLf709XZ9tSNHXSekV85eUr49jhZJrO8UqJoyJ1YBfIowAQA3LLijWl1vS9NkPKVqxK1OlP62PY9216dU03PQvuaZDQ4WzcB9gEEYAoBZZU89bI3KsYPLd3qMVz/t6e+mSVpEmmAxIiFHdAIYKw3NlE0YA4MI4eOy45v6QYoLJyQv3Bfh6mynoh3ZuqMvbRDEVPTxONmEEAOyZ8dXqX/L5Dynak5lX8XxIgK8Gto8xM75ak6x5ezMiB+4vmzACAPax/rRarSRWa4kVTA6dNBV9fESQbu3VRDf2iKN/CdwaYQQAnGgq+u/3HdWnGw6aVpOcwhLzvL+PtwZ3jNFtF8WrRzwTq8H9EEYAwAnlF5WYlpL/rE7WxgNZFc+3jq6r23rH6zfdGik00M/WGoGaQhgBACe38cAxvb86WZ9uSKlYuK+On49ZG8cKJh0bh9ldInBeCCMA4CKyjhfrk/UH9Z/V+7QjLfeUSdVu693ETEXPasJwRYQRAHAx1p9jq2/Jf1bt0/xNqSoqPTHba0igr27o1li39m6i1tEhdpcJVBlhBABc2OHcQn209oDeX5N8ymrC1kyvt13URFd3iFGAL/OWwLkRRgDATUbirNidqf+sStaibWkVU9BbQ4Jv7NHYDBGOj2DBPjgnwggAuJm07ALN+m6/PliTfMq8Jdb081aH1/7touTr421rjcDJCCMA4KZKSsu0JCnDdHhdtiND5X/Fo0MDdFe/ZrqzX1Nu4cApEEYAwAPsP5JvWko+/H6/MnOLzHNNwoP058HtNKh9NBOpwVaEEQDwIEUlZfpkw0G9tDBJ6TmF5rmLmodr/LXtlRDL303YgzACAB4or7BEU5fu1j+/3WMCitUwcnPPOD0ysI0i6wbYXR48TDZhBAA814Gj+Xrui+2au/FQxarBD13VUqP60p8EFw5hBACg7/Ye0dOfb9Wmg1kVKwY/PridBiTQnwS1jzACAKiYq+TjdQf0wsIkZfzUn6Rfywj9ZUiC2jXkbypqD2EEAHCKXNOfZJfe/PZH05/E2+pP0quJHhnQWhH0J0EtIIwAACodDmz1J5m36ef+JP97VSvTn8Tfl0nTUHMIIwCAM1q957CenrtVW1KyzeOmVn+SIQlmJlf6k6AmEEYAAGdlrXXz8doT/Ukyc0/0J7m4ZaT+cm07tY3h7y3OD2EEAFCt/iRTluzSW1Z/ktIT/Ulu7d1Ef+hPfxKcO8IIAKDakg/na9IX2/TF5lTzOCTQVw9f1Uoj+9CfBNVHGAEAnLPE3Yc1ce5WbT10oj9J88hgPT6kna5sS38SVB1hBABw3v1JPlq7Xy+a/iQnFuG7vlsjPfubjgr0YxZX1NznN21uAIDT8vH20oieTbTkj5fr/suam8ez1x3UTW8k6lDWcbvLgxshjAAAzigk0E/jrmmnf9/VS/WC/LTxQJaGvr5Ca/cdsbs0uAnCCACgSvq1jNRnYy5W25gQMwz45n+u0gdrku0uC26AMAIAqLImEUH6+IG+GtwxRsWlDo2bvUl/+WSTmV4euKBhZMqUKWratKkCAwPVu3dvrVmzpkqvmzlzpumFPXz48HP5sQAAJxAc4Kspt3bTHwe2ljWw5r1Vybr9X6srJk0Daj2MzJo1S2PHjtWECRO0bt06de7cWYMGDVJ6evoZX7d371798Y9/1CWXXFLtIgEAzsX6h+WDV7bSm3f0UN0AX63Ze0TDXl+uzQez7C4NnhBGXnnlFd17770aPXq0EhISNG3aNAUFBWn69OmVvqa0tFS33XabnnrqKTVv3vx8awYAOIn+CdH6ZEw/Mw9JSlaBbpi6Up9uOGh3WXDnMFJUVKS1a9eqf//+P38Db2/zODExsdLXPf3004qKitLdd99dpZ9TWFhoxiafvAEAnFPLqLqaM6afrmjTQIUlZXp45gZNmr/NzFMC1HgYyczMNK0c0dHRpzxvPU5NPTF18C8tX75cb731lt58880q/5xJkyaZSVLKt7i4uOqUCQC4wMLq+Olfo3rqd5e3MI/f+GaPRr/znbLyi+0uDZ4+miYnJ0d33HGHCSKRkZFVft24cePMbG3l2/79+2uzTABADbAmRfvT1W31+i1dFejnrW92ZOi6Kcu1Iy3H7tLg5Hyrc7AVKHx8fJSWlnbK89bjmJiYXx2/e/du03F16NChFc+VlZ0Y/uXr66ukpCS1aHEiRZ8sICDAbAAA1zO0c6yaNwjWff9eq72H8/WbKSv0txFdNLD9rz8ngGq3jPj7+6t79+5avHjxKeHCetynT59fHd+2bVtt2rRJGzZsqNiGDRumK664wuxz+wUA3FP72DB99mA/XdQ8XHlFpbrv3bV69asdKqMfCc63ZcRiDesdNWqUevTooV69eunVV19VXl6eGV1jGTlypBo1amT6fVjzkHTo0OGU19erV8/895fPAwDcS0TdAL17d289M2+b3lm5V69+tVNbU7L1yoguZjgwUK7avw0jRoxQRkaGxo8fbzqtdunSRQsWLKjo1JqcnGxG2AAA4OfjrSeHtVdCbKj+Mmezvtyapuv/sUJvjuyh+Ihgu8uDk/ByOBwOd1mCGADgvNYlH9X/vLtW6TmFZvTN5Fu76pJWDewuC07w+U0TBgDggujWpL4+f+hidYmrp6zjxRo1fY3e/GaPXODfxKhlhBEAwAUTHRqomfddpBu7N5bVl/WZ+ds09sMfVFBcandpsBFhBABwQQX6+eiF33bSk0MTzNwkc9Yf1I3TEpVy7LjdpcEmhBEAgC0L7d3Zr5nevbuX6gf5adPBLA2bvFx7MnLtLg02IIwAAGzTt0WkPnvwYrWNCVFmbpGZjyS3sMTusnCBEUYAALaKCw/Sv+/upejQAO1Kz9UjH25gcjQPQxgBANguKiRQU2/vLn8fby3ckqZ/LN1ld0m4gAgjAACnGfr79HXtzf7Li3ZoyfZ0u0vCBUIYAQA4jZt7NdFtvZvImnrkf2eu197MPLtLwgVAGAEAOJUJQ9ure3x95RSU6L53v1ceHVrdHmEEAOBU/H29NfW2booKCdCOtFz930c/MEurmyOMAACcTlSo1aG1m/x8vDR/U6qmLtttd0moRYQRAIBT6h4fblb8tby4MElLk+jQ6q4IIwAAp3Vb73jd0ivuRIfWD9Zr32E6tLojwggAwKlZrSPWSr/ZBSW6/921yi+iQ6u7IYwAAJxagK+Ppt3eXZF1A7Q9NUd/+mgjHVrdDGEEAOD0YsJOdGj19fbS3I2H9M9v9thdEmoQYQQA4BJ6Ng3XhKEJZv/5Bdv17c4Mu0tCDSGMAABcxu0XxeumHo1lraP30Afrtf9Ivt0loQYQRgAALsPLy0tPX9dBnRuH6Vh+se57d62OF5XaXRbOE2EEAOBSAv18zAq/kXX9te1Qth79mA6tro4wAgBwObH16mjKrSc6tH72Q4reWv6j3SXhPBBGAAAuqXfzCP1lSDuz/+z8bVq5K9PuknCOCCMAAJc1qm9TXd+tkenQOub9dTpwlA6trogwAgBw6Q6tz/6mozo2CtPR/GIzQ2tBMR1aXQ1hBADg8h1ap93RXeHB/tqSkq1xszfRodXFEEYAAC6vUb06mnxrV/l4e2nO+oN6e8Veu0tCNRBGAABuoW+LSP158IkOrc/M36bE3YftLglVRBgBALiNu/o11fAusSotc+jB99fp4LHjdpeEKiCMAADcqkPrpOs7qX1sqA7nFel/6NDqEggjAAC3UsffR9Nu7676QX7adDBLj8/ZTIdWJ0cYAQC4nbjwIE2+tZu8vaSP1x3QvxP32V0SzoAwAgBwS/1aRmrcNSc6tE6cu1Wr99Ch1VkRRgAAbuueS5ppWOdYlZQ5NOb99co6Xmx3STgNwggAwK07tD5/Qyc1bxCszNxC/f2rnXaXhNMgjAAA3L5D65ND25v9GYl7tTMtx+6S8AuEEQCA27u0dQMNTIg28488+fkWRtc4GcIIAMAj/GVIgvx9vbVi12Et2Jxqdzk4CWEEAOARmkQE6X8ubW72/zpvm44XMRmasyCMAAA8xgOXt1RsWKCZJn7ast12l4OfEEYAAB7VmfXxIQlm3woj+4/k210SCCMAAE8zuGOM+jSPUGFJmZ6Zt83uckAYAQB44twjTw5rLx9vLy3YkqrlOzPtLsnjEUYAAB6nTUyI7rgo3uxbQ32LS8vsLsmjEUYAAB7pD/1bKzzYX7vSc1lIz2aEEQCARwoL8tOfBrUx+68u2qGMnEK7S/JYhBEAgMe6sUecOjYKU05hiV5cuN3ucjwWYQQA4LGsTqxPXXdi3ZoPvz+gDfuP2V2SRyKMAAA8Wrcm9XVDt8Zmf8Knm1VWxro1FxphBADg8R69po3qBvjqhwNZ+mjdAbvL8TiEEQCAx4sKCdTDV7Uy+y8s2K7sgmK7S/IohBEAACSN6ttUzRsEKzO3SH//aqfd5XgUwggAAJL8fb315NATnVlnrNyrnWk5dpfkMQgjAAD85NLWDTQgIVolZQ4zM6vDQWfWC4EwAgDASZ4YkmBaSVbsOqyFW1LtLscjEEYAADhJk4gg/c+lzc3+xLnbVFBcandJbo8wAgDALzxweUvFhgXq4LHjmrZst93luD3CCAAAv1DH30ePD0kw+1OX7tb+I/l2l+TWzimMTJkyRU2bNlVgYKB69+6tNWvWVHrs7Nmz1aNHD9WrV0/BwcHq0qWL3n333fOpGQCAWje4Y4z6NI9QYUmZnp2/ze5y3Fq1w8isWbM0duxYTZgwQevWrVPnzp01aNAgpaenn/b48PBwPf7440pMTNTGjRs1evRosy1cuLAm6gcAoFZ4eXlpwrAEs37NF5tTtWJXpt0luS0vRzXHLVktIT179tTkyZPN47KyMsXFxemhhx7SY489VqXv0a1bNw0ZMkQTJ06s0vHZ2dkKCwtTVlaWQkNDq1MuAADn5cnPtuidlXvVKqqu5j98ifx86OFQVVX9/K7W/6NFRUVau3at+vfv//M38PY2j62Wj7Oxcs/ixYuVlJSkSy+9tNLjCgsLzQmcvAEAYIc/9G+t8GB/7UzP1b8T99ldjluqVhjJzMxUaWmpoqOjT3neepyaWvlYbCsR1a1bV/7+/qZF5PXXX9eAAQMqPX7SpEkmSZVvVssLAAB2CAvy058GtTH7ry7aoczcQrtLcjsXpK0pJCREGzZs0HfffadnnnnG9DlZunRppcePGzfOBJjybf/+/ReiTAAATuvGHnHq2ChMOYUlZiE91Czf6hwcGRkpHx8fpaWlnfK89TgmJqbS11m3clq2bGn2rdE027ZtM60fl19++WmPDwgIMBsAAM7A6sT65LD2umHqSn34/QHd2jteXeLq2V2WZ7aMWLdZunfvbvp9lLM6sFqP+/TpU+XvY73G6hcCAICr6B5fX9d3a2T2J3y2RWVlrFtj220a6xbLm2++qRkzZpgWjgceeEB5eXlmuK5l5MiR5jZLOasFZNGiRdqzZ485/uWXXzbzjNx+++01dhIAAFwIj13TVnUDfPXD/mP6aN0Bu8vxzNs0lhEjRigjI0Pjx483nVat2y4LFiyo6NSanJxsbsuUs4LK7373Ox04cEB16tRR27Zt9d5775nvAwCAK4kKCdTDV7XSM/O3mb4jV3eIUWign91led48I3ZgnhEAgLMoKinT1X//Rnsy8nT3xc30xLUnpo3HBZpnBAAAT+fv660nh7Y3+zNW7tXOtBy7S3J5hBEAAKrp0tYNNCAhWiVlDj31+VYzqSfOHWEEAIBz8MSQBNNKsnxXphZuOXXKC1QPYQQAgHPQJCJI91/a3Oz/dd5WFRSX2l2SyyKMAABwjn53eUvFhgXqwNHjmrZst93luCzCCAAA56iOv48eH3JiNM3Upbt14Gi+3SW5JMIIAADnYXDHGPVpHqHCkjI9O3+b3eW4JMIIAADnwcvLSxOGJZj1a+ZvStWKXZl2l+RyCCMAAJyntjGhuuOieLP/1OdbVFxaZndJLoUwAgBADfhD/9YKD/bXjrRcvZu4z+5yXAphBACAGhAW5Kf/G9TG7P/tqx3KzGV1+qoijAAAUENu6hGnDo1ClVNQohcXJNldjssgjAAAUEOsTqxPDTuxbs2Ha/frh/3H7C7JJRBGAACoQd3jw3V910aylquZ8NkWlZWxbs3ZEEYAAKhhj13TVsH+Ptqw/5hmrz9odzlOjzACAEANiwoN1P9e1crsP/fFdmUXFNtdklMjjAAAUAtG92um5pHBZlTN64t32l2OUyOMAABQC/x9vTV+6Il1a95esVe70nPsLslpEUYAAKgll7eJUv920Sopc+ipz7fKYfVqxa8QRgAAqEVPXNvOtJJ8uzNTX25Ns7scp0QYAQCgFsVHBOu+S5qb/Ylzt6qguNTukpwOYQQAgFr2uytaqGFYoA4cPa5/frPH7nKcDmEEAIBaFuTvqz8Pbmf2/7F0lw4eO253SU6FMAIAwAVwbaeG6tUsXAXFZXp23ja7y3EqhBEAAC4ALy8vPTm0vby9pHmbDmnl7ky7S3IahBEAAC6QhNhQ3X5RvNl/6rOtKikts7skp0AYAQDgAho7oLXqB/kpKS1H763aZ3c5ToEwAgDABVQvyF9/HNTG7L+yaIcO5xbK0xFGAAC4wG7u2UTtY0OVXVCil75MkqcjjAAAcIH5eHvpqWHtzf7M7/Zr44Fj8mSEEQAAbNCjabiGd4mVtVzNk59tUVmZ565bQxgBAMAm4wa3U5C/j9YlH9Oc9QflqQgjAADYJDo0UA9d2crsP7dgu3IKiuWJCCMAANjoroubqllksDJyCvX617vkiQgjAADYKMDXR+OvTTD705f/qF3pufI0hBEAAGx2RdsoXdU2SiVlDj09d6scVq9WD0IYAQDACTxxbYL8fbz1zY4MfbUtXZ6EMAIAgBNoGhmsey5pZvYnzt2qguJSeQrCCAAATmLMFS0VHRqg5CP5+te3e+QpCCMAADiJ4ABf/XlwO7M/ZclupRw7Lk9AGAEAwIkM6xyrnk3r63hxqZ6dv02egDACAIAT8fLy0pPD2svbS5q78ZASdx+WuyOMAADgZNrHhunW3k3M/lOfb1FJaZncGWEEAAAn9MiANqoX5KftqTn6z+pkuTPCCAAATqh+sL8eGdjG7L/8ZZIO5xbKXRFGAABwUrf2aqJ2DUOVXVCiG99IdNup4gkjAAA4KR9vL/1tRGfFhAZqT0aehk9ZoYVbUuVuCCMAADixtjGh+vyhi9WrWbhyC0t0/7tr9cqXSSorc5/1awgjAAA4uQYhAfrPPb01ul9T8/i1r3fp7hnfKet4sdwBYQQAABfg5+OtCUPb65WbOivA11tLkjJ03eTlSkrNkasjjAAA4EKu79ZYHz/QV43q1dHew/n6zT9WaN7GQ3JlhBEAAFxMh0Zhph9Jv5YRyi8q1Zj31+m5L7ar1EX7kRBGAABwQeHB/poxupfuu7S5eTxt2W7d+fYaHc0rkqshjAAA4KJ8fbzNKr+v3dJVdfx89O3OTA2dvFxbUrLkSggjAAC4wUq/s3/XV03Cg3Tg6HHdMHWlPt1wUK6CMAIAgBto1zBUnz3YT5e2bqCC4jI9PHOD/jp3q0ssskcYAQDATdQL8tfbd/bUmCtamMf/Wv6j7nhrjdOva0MYAQDAzaaQ/79BbTXt9m4K9vdR4p7DGvr6cm06kOVeYWTKlClq2rSpAgMD1bt3b61Zs6bSY998801dcsklql+/vtn69+9/xuMBAMD5u7pDQ30ypp+aRQYrJatAN0xbqY/WHpBbhJFZs2Zp7NixmjBhgtatW6fOnTtr0KBBSk9PP+3xS5cu1S233KIlS5YoMTFRcXFxGjhwoA4edJ2ONQAAuKJW0SH69MF+6t8uSkUlZfrjf3/QhE83q9jJ+pF4ORyOas2QYrWE9OzZU5MnTzaPy8rKTMB46KGH9Nhjj5319aWlpaaFxHr9yJEjq/Qzs7OzFRYWpqysLIWGhlanXAAAPF5ZmUOvfb1Tr3610zzu1TRck2/rqqiQwFr9uVX9/K5Wy0hRUZHWrl1rbrVUfANvb/PYavWoivz8fBUXFys8PLzSYwoLC80JnLwBAIBz4+3tpd/3b603R/ZQSICv1uw9YvqRrE8+KmdQrTCSmZlpWjaio6NPed56nJqaWqXv8eijjyo2NvaUQPNLkyZNMkmqfLNaXgAAwPkZkBCtTx7sp5ZRdZWWXagRb6zSzDXJ8qjRNM8995xmzpypOXPmmM6vlRk3bpxp0inf9u/ffyHLBADAbbVoUNd0bL26fYyKSsv02OxNGjd7kwpLSl0jjERGRsrHx0dpaWmnPG89jomJOeNrX3rpJRNGvvzyS3Xq1OmMxwYEBJh7SydvAACgZtQN8NXU27vp/wa1kZeX9MGaZM1Zd9A1woi/v7+6d++uxYsXVzxndWC1Hvfp06fS173wwguaOHGiFixYoB49epxfxQAA4Lx5eXlpzBUtzSRpN3RrrJt62Nclwre6L7CG9Y4aNcqEil69eunVV19VXl6eRo8ebb5ujZBp1KiR6fdhef755zV+/Hi9//77Zm6S8r4ldevWNRsAALDP5W2izGanaoeRESNGKCMjwwQMK1h06dLFtHiUd2pNTk42I2zKTZ061YzC+e1vf3vK97HmKXnyySdr4hwAAIALq/Y8I3ZgnhEAAFxPrcwzAgAAUNMIIwAAwFaEEQAAYCvCCAAAsBVhBAAA2IowAgAAbEUYAQAAtiKMAAAAWxFGAACArQgjAADAVoQRAADgWgvl2aF8+RxrjnsAAOAayj+3z7YMnkuEkZycHPPfuLg4u0sBAADn8DluLZjn0qv2lpWVKSUlRSEhIfLy8qrRxGYFnP3793vEasCedL6cq/vypPPlXN2Xp5yvw+EwQSQ2Nlbe3t6u3TJinUDjxo1r7ftbvwju/MvgyefLubovTzpfztV9ecL5hp2hRaQcHVgBAICtCCMAAMBWHh1GAgICNGHCBPNfT+BJ58u5ui9POl/O1X152vmejUt0YAUAAO7Lo1tGAACA/QgjAADAVoQRAABgK8IIAACwFWEEAADYyu3DyJQpU9S0aVMFBgaqd+/eWrNmzRmP/+9//6u2bdua4zt27Kj58+fLFUyaNEk9e/Y0U+ZHRUVp+PDhSkpKOuNr3nnnHTO9/smbdd7O7sknn/xV3dY1c8frav3u/vJcrW3MmDFucU2/+eYbDR061EwVbdX6ySefnPJ1a7Df+PHj1bBhQ9WpU0f9+/fXzp07a/x9b/e5FhcX69FHHzW/m8HBweaYkSNHmmUwavq94AzX9c477/xV3VdffbVLXteqnO/p3sPW9uKLL7rcta0tbh1GZs2apbFjx5qx3OvWrVPnzp01aNAgpaenn/b4lStX6pZbbtHdd9+t9evXmw90a9u8ebOc3bJly8wH1KpVq7Ro0SLzx23gwIHKy8s74+usaYgPHTpUse3bt0+uoH379qfUvXz58kqPdeXr+t13351ynta1tdx4441ucU2t30/rfWl9yJzOCy+8oNdee03Tpk3T6tWrzQe19R4uKCiosfe9M5xrfn6+qfWJJ54w/509e7b5x8SwYcNq9L3gLNfVYoWPk+v+4IMPzvg9nfW6VuV8Tz5Pa5s+fboJFzfccIPLXdta43BjvXr1cowZM6bicWlpqSM2NtYxadKk0x5/0003OYYMGXLKc71793bcf//9DleTnp5uzR/jWLZsWaXHvP32246wsDCHq5kwYYKjc+fOVT7ena7rww8/7GjRooWjrKzMra6pxfp9nTNnTsVj6xxjYmIcL774YsVzx44dcwQEBDg++OCDGnvfO8O5ns6aNWvMcfv27aux94KznOuoUaMc1113XbW+jytc16peW+vcr7zyyjMeM8EFrm1NctuWkaKiIq1du9Y065684J71ODEx8bSvsZ4/+XiLlbwrO96ZZWVlmf+Gh4ef8bjc3FzFx8eb1SOvu+46bdmyRa7Aaqq3mkSbN2+u2267TcnJyZUe6y7X1fqdfu+993TXXXedcfVqV72mv/Tjjz8qNTX1lGtnLbhlNc9Xdu3O5X3vzO9h6zrXq1evxt4LzmTp0qXmlnKbNm30wAMP6PDhw5Ue607XNS0tTfPmzTMttWez00Wv7blw2zCSmZmp0tJSRUdHn/K89dj6A3c61vPVOd5ZlZWV6fe//7369eunDh06VHqc9UfAai789NNPzYec9bq+ffvqwIEDcmbWh5HVN2LBggWaOnWq+dC65JJLzDLV7nxdrfvQx44dM/fb3e2ank759anOtTuX970zsm5DWX1IrNuLZ1rRtbrvBWdh3aL597//rcWLF+v55583t5mvueYac+3c+bpaZsyYYfr2XX/99Wc8rreLXttz5Wt3Aah5Vt8Rqz/E2e4v9unTx2zlrA+tdu3a6Y033tDEiRPlrKw/WuU6depk3rRWS8CHH35YpX9tuKq33nrLnLv1LyV3u6b4mdXf66abbjKdd60PIXd8L9x8880V+1anXav2Fi1amNaSq666Su7M+seC1cpxto7l17jotT1XbtsyEhkZKR8fH9MkdjLrcUxMzGlfYz1fneOd0YMPPqi5c+dqyZIlaty4cbVe6+fnp65du2rXrl1yJVYzduvWrSut2x2uq9UJ9auvvtI999zjEdfUUn59qnPtzuV974xBxLreVmflM7WKnMt7wVlZtyGsa1dZ3a5+Xct9++23pmNydd/Hrnxt5elhxN/fX927dzfNgOWsJmvr8cn/cjyZ9fzJx1usPwiVHe9MrH9FWUFkzpw5+vrrr9WsWbNqfw+rGXTTpk1mGKUrsfpI7N69u9K6Xfm6lnv77bfN/fUhQ4Z4xDW1WL/D1gfNydcuOzvbjKqp7Nqdy/ve2YKI1U/ACp4RERE1/l5wVtZtRKvPSGV1u/J1/WXrpnUe1sgbT7m2VeZwYzNnzjQ979955x3H1q1bHffdd5+jXr16jtTUVPP1O+64w/HYY49VHL9ixQqHr6+v46WXXnJs27bN9Gb28/NzbNq0yeHsHnjgATOKYunSpY5Dhw5VbPn5+RXH/PJ8n3rqKcfChQsdu3fvdqxdu9Zx8803OwIDAx1btmxxOLNHHnnEnOePP/5orln//v0dkZGRZgSRu13X8lEDTZo0cTz66KO/+pqrX9OcnBzH+vXrzWb9OXrllVfMfvkIkueee868Zz/99FPHxo0bzSiEZs2aOY4fP17xPaxRCa+//nqV3/fOeK5FRUWOYcOGORo3buzYsGHDKe/hwsLCSs/1bO8FZzxX62t//OMfHYmJiabur776ytGtWzdHq1atHAUFBS53Xavye2zJyspyBAUFOaZOnXra73Gli1zb2uLWYcRiXVzrD7m/v78ZGrZq1aqKr1122WVmiNnJPvzwQ0fr1q3N8e3bt3fMmzfP4QqsN8DpNmuoZ2Xn+/vf/77i/5vo6GjH4MGDHevWrXM4uxEjRjgaNmxo6m7UqJF5vGvXLre8rhYrXFjXMikp6Vdfc/VrumTJktP+3pafkzW894knnjDnYn0QXXXVVb/6/yE+Pt4EzKq+753xXK0PnMrew9brKjvXs70XnPFcrX8gDRw40NGgQQPzjwLrnO69995fhQpXua5V+T22vPHGG446deqY4emnE+8i17a2eFn/U/V2FAAAgJrltn1GAACAayCMAAAAWxFGAACArQgjAADAVoQRAABgK8IIAACwFWEEAADYijACAABsRRgBAAC2IowAAABbEUYAAIDs9P/PhN8P+y/0NwAAAABJRU5ErkJggg==", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "%matplotlib inline\n", - "plt.plot(epoch_loss_values)" - ] + "name": "stdout", + "output_type": "stream", + "text": [ + "{'Epoch': 1, 'Avg Epoch Loss': '0.6833'}\n", + "{'Epoch': 2, 'Avg Epoch Loss': '0.6229'}\n", + "{'Epoch': 3, 'Avg Epoch Loss': '0.5841'}\n", + "{'Epoch': 4, 'Avg Epoch Loss': '0.5568'}\n", + "{'Epoch': 5, 'Avg Epoch Loss': '0.5391'}\n", + "{'Epoch': 6, 'Avg Epoch Loss': '0.5246'}\n", + "{'Epoch': 7, 'Avg Epoch Loss': '0.5123'}\n", + "{'Epoch': 8, 'Avg Epoch Loss': '0.5007'}\n", + "{'Epoch': 9, 'Avg Epoch Loss': '0.4917'}\n", + "{'Epoch': 10, 'Avg Epoch Loss': '0.4799'}\n", + "{'Epoch': 11, 'Avg Epoch Loss': '0.4702'}\n", + "{'Epoch': 12, 'Avg Epoch Loss': '0.4574'}\n", + "{'Epoch': 13, 'Avg Epoch Loss': '0.4454'}\n", + "{'Epoch': 14, 'Avg Epoch Loss': '0.4314'}\n", + "{'Epoch': 15, 'Avg Epoch Loss': '0.4118'}\n", + "{'Epoch': 16, 'Avg Epoch Loss': '0.3839'}\n", + "{'Epoch': 17, 'Avg Epoch Loss': '0.3408'}\n", + "{'Epoch': 18, 'Avg Epoch Loss': '0.2824'}\n", + "{'Epoch': 19, 'Avg Epoch Loss': '0.2239'}\n", + "{'Epoch': 20, 'Avg Epoch Loss': '0.1965'}\n" + ] + } + ], + "source": [ + "max_epochs = 100\n", + "epoch_loss_values = []\n", + "\n", + "\n", + "for epoch in range(max_epochs):\n", + " model.train()\n", + " epoch_loss, step = 0, 0\n", + "\n", + " # No inner tqdm bar here\n", + " for batch_data in train_loader:\n", + " step += 1\n", + " optimizer.zero_grad()\n", + "\n", + " moving = batch_data[\"moving_hand\"].to(device)\n", + " fixed = batch_data[\"fixed_hand\"].to(device)\n", + " pred_image = model(moving)\n", + " pred_image = torch.sigmoid(pred_image)\n", + "\n", + " loss = image_loss(input=pred_image, target=fixed)\n", + " loss.backward()\n", + " optimizer.step()\n", + " current_loss = loss.item()\n", + " epoch_loss += current_loss\n", + "\n", + " epoch_loss /= step\n", + " epoch_loss_values.append(epoch_loss)\n", + "\n", + " # Update the outer bar's postfix with the final average epoch loss\n", + " print({\"Epoch\": epoch + 1, \"Avg Epoch Loss\": f\"{epoch_loss:.4f}\"})" + ] + }, + { + "cell_type": "code", + "execution_count": 73, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 282 }, + "id": "hZYvG_oE32-9", + "outputId": "354e2e53-85ae-4d48-a388-6206bc16e3f9" + }, + "outputs": [ { - "cell_type": "markdown", - "metadata": { - "id": "dEfFYtwgqy6i" - }, - "source": [ - "# Visualise some validation results\n", - "This section creates a set of previously unseen pairs of moving vs fixed hands,\n", - "and use the network to predict the transformation between each pair." + "data": { + "text/plain": [ + "[]" ] + }, + "execution_count": 73, + "metadata": {}, + "output_type": "execute_result" }, { - "cell_type": "code", - "execution_count": null, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "id": "Qgxi6nsQn1om", - "outputId": "5c58700b-39c5-4435-a0b1-2d776e46c46b" - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Loading dataset: 100%|██████████| 500/500 [00:00<00:00, 1155.66it/s]\n" - ] - } - ], - "source": [ - "val_ds = CacheDataset(data=training_datadict[2000:2500], transform=train_transforms, cache_rate=1.0, num_workers=0)\n", - "val_loader = DataLoader(val_ds, batch_size=16, num_workers=0)\n", - "model.eval() # Set model to evaluation mode\n", - "\n", - "with torch.no_grad(): # Disable gradient calculation for inference\n", - " for batch_data in val_loader:\n", - " moving = batch_data[\"moving_hand\"].to(device)\n", - " fixed = batch_data[\"fixed_hand\"].to(device)\n", - " # Pass only the moving image, consistent with training\n", - " pred_image = model(moving)\n", - " pred_image = torch.sigmoid(pred_image)\n", - " break # Process only the first batch for visualization\n", - "\n", - "fixed_image = fixed.detach().cpu().numpy()[:, 0]\n", - "moving_image = moving.detach().cpu().numpy()[:, 0]\n", - "pred_image = pred_image.detach().cpu().numpy()[:, 0]" + "data": { + "image/png": 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", + "text/plain": [ + "
" ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "%matplotlib inline\n", + "plt.plot(epoch_loss_values)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "dEfFYtwgqy6i" + }, + "source": [ + "# Visualise some validation results\n", + "This section creates a set of previously unseen pairs of moving vs fixed hands,\n", + "and use the network to predict the transformation between each pair." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" }, + "id": "Qgxi6nsQn1om", + "outputId": "5c58700b-39c5-4435-a0b1-2d776e46c46b" + }, + "outputs": [ { - "cell_type": "code", - "execution_count": 77, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/", - "height": 591 - }, - "id": "Sz-lwwv-oIZ6", - "outputId": "b6583ea8-f5e8-418b-f369-ba8dcc851ffe" - }, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "%matplotlib inline\n", - "batch_size = 5\n", - "plt.subplots(batch_size, 3, figsize=(8, 10))\n", - "for b in range(batch_size):\n", - " # moving image\n", - " plt.subplot(batch_size, 3, b * 3 + 1)\n", - " plt.axis(\"off\")\n", - " plt.title(\"moving image\")\n", - " plt.imshow(moving_image[b], cmap=\"gray\")\n", - " # fixed image\n", - " plt.subplot(batch_size, 3, b * 3 + 2)\n", - " plt.axis(\"off\")\n", - " plt.title(\"fixed image\")\n", - " plt.imshow(fixed_image[b], cmap=\"gray\")\n", - " # warped moving\n", - " plt.subplot(batch_size, 3, b * 3 + 3)\n", - " plt.axis(\"off\")\n", - " plt.title(\"predicted image\")\n", - " plt.imshow(pred_image[b], cmap=\"gray\")\n", - "plt.axis(\"off\")\n", - "plt.show()" - ] + "name": "stderr", + "output_type": "stream", + "text": [ + "Loading dataset: 100%|██████████| 500/500 [00:00<00:00, 1155.66it/s]\n" + ] } - ], - "metadata": { - "accelerator": "GPU", + ], + "source": [ + "val_ds = CacheDataset(data=training_datadict[2000:2500], transform=train_transforms, cache_rate=1.0, num_workers=0)\n", + "val_loader = DataLoader(val_ds, batch_size=16, num_workers=0)\n", + "model.eval() # Set model to evaluation mode\n", + "\n", + "with torch.no_grad(): # Disable gradient calculation for inference\n", + " for batch_data in val_loader:\n", + " moving = batch_data[\"moving_hand\"].to(device)\n", + " fixed = batch_data[\"fixed_hand\"].to(device)\n", + " # Pass only the moving image, consistent with training\n", + " pred_image = model(moving)\n", + " pred_image = torch.sigmoid(pred_image)\n", + " break # Process only the first batch for visualization\n", + "\n", + "fixed_image = fixed.detach().cpu().numpy()[:, 0]\n", + "moving_image = moving.detach().cpu().numpy()[:, 0]\n", + "pred_image = pred_image.detach().cpu().numpy()[:, 0]" + ] + }, + { + "cell_type": "code", + "execution_count": 77, + "metadata": { "colab": { - "name": "registration_simple.ipynb", - "provenance": [], - "toc_visible": true - }, - "kernelspec": { - "display_name": "monai_dev", - "language": "python", - "name": "python3" + "base_uri": "https://localhost:8080/", + "height": 591 }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.17" + "id": "Sz-lwwv-oIZ6", + "outputId": "b6583ea8-f5e8-418b-f369-ba8dcc851ffe" + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" } + ], + "source": [ + "%matplotlib inline\n", + "batch_size = 5\n", + "plt.subplots(batch_size, 3, figsize=(8, 10))\n", + "for b in range(batch_size):\n", + " # moving image\n", + " plt.subplot(batch_size, 3, b * 3 + 1)\n", + " plt.axis(\"off\")\n", + " plt.title(\"moving image\")\n", + " plt.imshow(moving_image[b], cmap=\"gray\")\n", + " # fixed image\n", + " plt.subplot(batch_size, 3, b * 3 + 2)\n", + " plt.axis(\"off\")\n", + " plt.title(\"fixed image\")\n", + " plt.imshow(fixed_image[b], cmap=\"gray\")\n", + " # warped moving\n", + " plt.subplot(batch_size, 3, b * 3 + 3)\n", + " plt.axis(\"off\")\n", + " plt.title(\"predicted image\")\n", + " plt.imshow(pred_image[b], cmap=\"gray\")\n", + "plt.axis(\"off\")\n", + "plt.show()" + ] + } + ], + "metadata": { + "accelerator": "GPU", + "colab": { + "name": "registration_simple.ipynb", + "provenance": [], + "toc_visible": true + }, + "kernelspec": { + "display_name": "monai_dev", + "language": "python", + "name": "python3" }, - "nbformat": 4, - "nbformat_minor": 0 + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.17" + } + }, + "nbformat": 4, + "nbformat_minor": 0 } From 7e7b4f97c7139f9d43e023a528e633f19cfc1a0f Mon Sep 17 00:00:00 2001 From: "Cano-Muniz, Santiago" Date: Sat, 10 May 2025 21:28:52 +0200 Subject: [PATCH 6/9] Addressing comments: - Refer to original paper - Install MONAI from weekly - Rename movig/fixed had to noisy/original hand Signed-off-by: Cano-Muniz, Santiago --- 2d_regression/image_restoration.ipynb | 152 ++++++++++++++++---------- 1 file changed, 93 insertions(+), 59 deletions(-) diff --git a/2d_regression/image_restoration.ipynb b/2d_regression/image_restoration.ipynb index 0de44ef05..5201aeb43 100644 --- a/2d_regression/image_restoration.ipynb +++ b/2d_regression/image_restoration.ipynb @@ -25,7 +25,7 @@ "\n", "In recent years, data-driven Deep Learning architectures are setting the new benchmark in image restoration, leveraging vast datasets to learn complex patterns, significantly outpacing conventional restoration techniques in performance. A key innovation driving this progress comes from the Transformer architecture, due to its capacity for capturing long-range dependencies. \n", "\n", - "Building on this foundation, models like Restormer demonstrate how Transformer-based designs can be effectively adapted to understand and reconstruct complex image details during restoration. The Restormer implements a computationally efficient channel attention to tackle image restoration, achieving state-of-the-art performance. Thus, we will leverage this model from the MONAI framework to demonstrate its capabilities in image restoration.\n", + "Building on this foundation, models like Restormer demonstrate how Transformer-based designs can be effectively adapted to understand and reconstruct complex image details during restoration. The Restormer implements a computationally efficient channel attention to tackle image restoration, achieving state-of-the-art performance. Briefly, the Restormer employs a multi-scale architecture, incorporating a Transformer-based encoder-decoder with skip connections and a cross-attention mechanism. This design allows the model to capture both local and global contextual information, making it well-suited for complex image restoration tasks (see [Restormer: Efficient Transformer for High-Resolution Image Restoration](https://arxiv.org/abs/2111.09881)). Thus, we will leverage this model from the MONAI framework to demonstrate its capabilities in image restoration.\n", "\n", "\n", "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Project-MONAI/tutorials/blob/main/2d_registration/image_restoration.ipynb)" @@ -48,7 +48,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "metadata": { "id": "7qsy3BznrPsT", "outputId": "50977b31-1da3-4e53-ff34-dd1a8ddfa9e6" @@ -64,7 +64,7 @@ ], "source": [ "%env BUILD_MONAI=1\n", - "!python -c \"import monai\" || pip install -q git+https://github.com/Project-MONAI/MONAI@dev#egg=monai[all]" + "!python -c \"import monai\" || pip install -q monai-weekly" ] }, { @@ -78,7 +78,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -86,7 +86,44 @@ "id": "9a4y9P06TzmR", "outputId": "fed609e0-8c23-409f-fb9b-7e1f838d46f1" }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "MONAI version: 1.5.dev2518\n", + "Numpy version: 2.2.5\n", + "Pytorch version: 2.7.0\n", + "MONAI flags: HAS_EXT = False, USE_COMPILED = False, USE_META_DICT = False\n", + "MONAI rev id: 09b361dbe4c2be5289c7e2d2f6c10c5166eee273\n", + "MONAI __file__: /Users//miniconda3/envs/monai_dev/lib/python3.10/site-packages/monai/__init__.py\n", + "\n", + "Optional dependencies:\n", + "Pytorch Ignite version: 0.4.11\n", + "ITK version: 5.4.3\n", + "Nibabel version: 5.3.2\n", + "scikit-image version: 0.25.2\n", + "scipy version: 1.15.2\n", + "Pillow version: 11.2.1\n", + "Tensorboard version: 2.19.0\n", + "gdown version: 5.2.0\n", + "TorchVision version: 0.22.0\n", + "tqdm version: 4.67.1\n", + "lmdb version: 1.6.2\n", + "psutil version: 7.0.0\n", + "pandas version: 2.2.3\n", + "einops version: 0.8.1\n", + "transformers version: 4.40.2\n", + "mlflow version: 2.22.0\n", + "pynrrd version: 1.1.3\n", + "clearml version: 2.0.0rc0\n", + "\n", + "For details about installing the optional dependencies, please visit:\n", + " https://docs.monai.io/en/latest/installation.html#installing-the-recommended-dependencies\n", + "\n" + ] + } + ], "source": [ "from monai.utils import set_determinism, first\n", "from monai.transforms import (\n", @@ -123,16 +160,16 @@ "\n", "We use the `MedNISTDataset` object to download and unzip the actual data files. We select the hand X-ray class for this demonstration.\n", "\n", - "To create training pairs suitable for an image restoration task, we structure our data dictionaries with two keys: `\"fixed_hand\"` and `\"moving_hand\"`. Initially, both keys point to the same clean hand X-ray image path.\n", + "To create training pairs suitable for an image restoration task, we structure our data dictionaries with two keys: `\"original_hand\"` and `\"noisy_hand\"`. Initially, both keys point to the same clean hand X-ray image path.\n", "\n", "During the data loading and transformation pipeline:\n", - "1. The `\"fixed_hand\"` image serves as the clean, high-quality target image.\n", - "2. The `\"moving_hand\"` image, initially identical to the fixed one, undergoes a series of **random synthetic degradations**. For this small example, we apply common degradations like Gaussian noise and Gaussian blur (smoothing) specifically to the `\"moving_hand\"`. This simulates realistic scenarios where images might be corrupted by sensor noise, motion blur, or varying acquisition settings." + "1. The `\"original_hand\"` image serves as the clean, high-quality target image.\n", + "2. The `\"noisy_hand\"` image, initially identical to the fixed one, undergoes a series of **random synthetic degradations**. For this small example, we apply common degradations like Gaussian noise and Gaussian blur (smoothing) specifically to the `\"noisy_hand\"`. This simulates realistic scenarios where images might be corrupted by sensor noise, motion blur, or varying acquisition settings." ] }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 4, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -145,21 +182,21 @@ "name": "stdout", "output_type": "stream", "text": [ - "/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmp6u_jdwfp\n" + "/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmpdb1x_0lg\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "MedNIST.tar.gz: 59.0MB [00:07, 8.31MB/s] " + "MedNIST.tar.gz: 59.0MB [00:05, 12.1MB/s] " ] }, { "name": "stdout", "output_type": "stream", "text": [ - "2025-05-04 13:46:26,951 - INFO - Downloaded: /var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmp6u_jdwfp/MedNIST.tar.gz\n" + "2025-05-10 21:21:45,665 - INFO - Downloaded: /var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmpdb1x_0lg/MedNIST.tar.gz\n" ] }, { @@ -173,15 +210,15 @@ "name": "stdout", "output_type": "stream", "text": [ - "2025-05-04 13:46:27,097 - INFO - Verified 'MedNIST.tar.gz', md5: 0bc7306e7427e00ad1c5526a6677552d.\n", - "2025-05-04 13:46:27,098 - INFO - Writing into directory: /var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmp6u_jdwfp.\n" + "2025-05-10 21:21:45,780 - INFO - Verified 'MedNIST.tar.gz', md5: 0bc7306e7427e00ad1c5526a6677552d.\n", + "2025-05-10 21:21:45,781 - INFO - Writing into directory: /var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmpdb1x_0lg.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "Loading dataset: 100%|██████████| 47164/47164 [00:00<00:00, 274128.10it/s]" + "Loading dataset: 100%|██████████| 47164/47164 [00:00<00:00, 299785.19it/s]" ] }, { @@ -189,7 +226,7 @@ "output_type": "stream", "text": [ "\n", - " first training items: [{'fixed_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmp6u_jdwfp/MedNIST/Hand/001727.jpeg', 'moving_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmp6u_jdwfp/MedNIST/Hand/001727.jpeg'}, {'fixed_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmp6u_jdwfp/MedNIST/Hand/009015.jpeg', 'moving_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmp6u_jdwfp/MedNIST/Hand/009015.jpeg'}, {'fixed_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmp6u_jdwfp/MedNIST/Hand/007610.jpeg', 'moving_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmp6u_jdwfp/MedNIST/Hand/007610.jpeg'}]\n" + " first training items: [{'original_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmpdb1x_0lg/MedNIST/Hand/001727.jpeg', 'noisy_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmpdb1x_0lg/MedNIST/Hand/001727.jpeg'}, {'original_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmpdb1x_0lg/MedNIST/Hand/009015.jpeg', 'noisy_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmpdb1x_0lg/MedNIST/Hand/009015.jpeg'}, {'original_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmpdb1x_0lg/MedNIST/Hand/007610.jpeg', 'noisy_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmpdb1x_0lg/MedNIST/Hand/007610.jpeg'}]\n" ] }, { @@ -209,7 +246,7 @@ "\n", "train_data = MedNISTDataset(root_dir=root_dir, section=\"training\", download=True, transform=None)\n", "training_datadict = [\n", - " {\"fixed_hand\": item[\"image\"], \"moving_hand\": item[\"image\"]}\n", + " {\"original_hand\": item[\"image\"], \"noisy_hand\": item[\"image\"]}\n", " for item in train_data.data\n", " if item[\"label\"] == 4 # label 4 is for xray hands\n", "]\n", @@ -218,14 +255,14 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": 5, "metadata": { "id": "QZJCeerKTu3s" }, "outputs": [], "source": [ - "img_keys = [\"fixed_hand\", \"moving_hand\"]\n", - "degradation_key = \"moving_hand\"\n", + "img_keys = [\"original_hand\", \"noisy_hand\"]\n", + "degradation_key = \"noisy_hand\"\n", "\n", "\n", "train_transforms = Compose(\n", @@ -251,7 +288,7 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 6, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -271,7 +308,7 @@ }, { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -284,8 +321,8 @@ "check_ds = Dataset(data=training_datadict, transform=train_transforms)\n", "check_loader = DataLoader(check_ds, batch_size=1, shuffle=True)\n", "check_data = first(check_loader)\n", - "fixed_image = check_data[\"fixed_hand\"][0][0]\n", - "moving_image = check_data[\"moving_hand\"][0][0]\n", + "fixed_image = check_data[\"original_hand\"][0][0]\n", + "moving_image = check_data[\"noisy_hand\"][0][0]\n", "\n", "print(f\"moving_image shape: {moving_image.shape}\")\n", "print(f\"fixed_image shape: {fixed_image.shape}\")\n", @@ -314,7 +351,7 @@ }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 7, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -327,7 +364,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Loading dataset: 100%|██████████| 1000/1000 [00:00<00:00, 1121.06it/s]\n" + "Loading dataset: 100%|██████████| 1000/1000 [00:00<00:00, 1540.03it/s]\n" ] } ], @@ -356,7 +393,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "metadata": { "id": "zHAj8nuHXG-D", "outputId": "462d37f3-b59e-4d88-ca18-60224f69076d" @@ -403,26 +440,16 @@ "name": "stdout", "output_type": "stream", "text": [ - "{'Epoch': 1, 'Avg Epoch Loss': '0.6833'}\n", - "{'Epoch': 2, 'Avg Epoch Loss': '0.6229'}\n", - "{'Epoch': 3, 'Avg Epoch Loss': '0.5841'}\n", - "{'Epoch': 4, 'Avg Epoch Loss': '0.5568'}\n", - "{'Epoch': 5, 'Avg Epoch Loss': '0.5391'}\n", - "{'Epoch': 6, 'Avg Epoch Loss': '0.5246'}\n", - "{'Epoch': 7, 'Avg Epoch Loss': '0.5123'}\n", - "{'Epoch': 8, 'Avg Epoch Loss': '0.5007'}\n", - "{'Epoch': 9, 'Avg Epoch Loss': '0.4917'}\n", - "{'Epoch': 10, 'Avg Epoch Loss': '0.4799'}\n", - "{'Epoch': 11, 'Avg Epoch Loss': '0.4702'}\n", - "{'Epoch': 12, 'Avg Epoch Loss': '0.4574'}\n", - "{'Epoch': 13, 'Avg Epoch Loss': '0.4454'}\n", - "{'Epoch': 14, 'Avg Epoch Loss': '0.4314'}\n", - "{'Epoch': 15, 'Avg Epoch Loss': '0.4118'}\n", - "{'Epoch': 16, 'Avg Epoch Loss': '0.3839'}\n", - "{'Epoch': 17, 'Avg Epoch Loss': '0.3408'}\n", - "{'Epoch': 18, 'Avg Epoch Loss': '0.2824'}\n", - "{'Epoch': 19, 'Avg Epoch Loss': '0.2239'}\n", - "{'Epoch': 20, 'Avg Epoch Loss': '0.1965'}\n" + "{'Epoch': 1, 'Avg Epoch Loss': '0.7021'}\n", + "{'Epoch': 2, 'Avg Epoch Loss': '0.6168'}\n", + "{'Epoch': 3, 'Avg Epoch Loss': '0.5539'}\n", + "{'Epoch': 4, 'Avg Epoch Loss': '0.5075'}\n", + "{'Epoch': 5, 'Avg Epoch Loss': '0.4681'}\n", + "{'Epoch': 6, 'Avg Epoch Loss': '0.4252'}\n", + "{'Epoch': 7, 'Avg Epoch Loss': '0.3669'}\n", + "{'Epoch': 8, 'Avg Epoch Loss': '0.2894'}\n", + "{'Epoch': 9, 'Avg Epoch Loss': '0.2349'}\n", + "{'Epoch': 10, 'Avg Epoch Loss': '0.2155'}\n" ] } ], @@ -440,8 +467,8 @@ " step += 1\n", " optimizer.zero_grad()\n", "\n", - " moving = batch_data[\"moving_hand\"].to(device)\n", - " fixed = batch_data[\"fixed_hand\"].to(device)\n", + " moving = batch_data[\"noisy_hand\"].to(device)\n", + " fixed = batch_data[\"original_hand\"].to(device)\n", " pred_image = model(moving)\n", " pred_image = torch.sigmoid(pred_image)\n", "\n", @@ -460,7 +487,7 @@ }, { "cell_type": "code", - "execution_count": 73, + "execution_count": 11, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -473,16 +500,16 @@ { "data": { "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 73, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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WiA5k5+n2CUv1zW8csgcAKF2EEZxRtUoBZnO0bk0ilFdQpPs/WqFx87dyyB4AoNQQRvC3Av189G7fWN3RMdpcv/zdRj315Vpz8B4AAOeLMIKz4u3w0jPXNtWIa2LMIXsfLU3SwKnLzUZpAACcD8IISuTOznX1bp9YBfg6NP/3NN0ybrH2ZRy1uywAgAsjjKDErmgaqRn3dFB4RX9t2JepG8Yu0vq9HLIHADg3hBGck5ZRlTVzcEc1qFZRyZk5umXcIv2yKdXusgAALogwgnNmbR1v7UXSsX4VZecV6q6py81cEgAASoIwgvMSUsFXUwa0101taplD9v45c41GfbeBQ/YAAGeNMILz5ufj0H9uaaGhl19grt+dv01DPl6pnPxCu0sDALgAwghKhZeXlx68rKE5+dfX20vfrNmn3hOXmp1bAQA4E8IIStWNbWrp/TvjFBzgo8SdB3Xj2wvN2TYAAJwOYQSlrkP9KvpicEfVCq2gHfuP6Ia3F2rZDg7ZAwCcGmEEZaJBtUqaObiTWQJ86Ei+ek9Yqtmr99pdFgDACRFGUGaqVvLX9LsvVPemEcorLNKDH6/U2F+2cMgeAOAkhBGUqQp+3nq7d6zu6lzXXL/6/SYN+3yN8jlkDwDwB8IIyuWQvX9dE6Pnrmsqh5c0Y/ku3TllmbJy8u0uDQDgBAgjKDf9OkRrQr+2quDrrQWb080he3sPccgeAHg6wgjK1WVNIvTJvR3MfJKNyVm6fuxCrd2TYXdZAAAbEUZQ7prXCtGX93fSBREVlZqVq1vfXayfN6bYXRYAwCaEEdiiZuUK+mxQR3VuEK4jfxyyN23xDrvLAgDYgDAC2wQH+Oq9Ae10a9tass7Ve3rWOr34zXoO2QMAD0MYga18vR36900t9NgVxw7Zm7Bgu2nbbEnNsrs0AEA5IYzAKQ7Ze+DShnrztlYK8vPW8p0HdfWb8Xrzp83KK2A/EgBwd4QROI3rWtXUD0O76pJGVc2Orf/96XddM3qBOXAPAOC+CCNwuomtk+9op7dub60qQX76PeWwbh63SM/MXqfDuQV2lwcAKAOEEThl2+baljX009CuuqlNLVlH2UxZtENXvD5fv2xMtbs8AEApI4zAaYUG+em1W1tq2sD2igqroL0ZORowZZk5cC/9cK7d5QEASglhBE6vS8Oq+v7hi3R3l7rmbJvZq/eq2+vz9Xnibk4ABgA3QBiBSwj089FTPWLMzq1Nqgfr0JF8PfrpavWbnKBdB47YXR4A4DwQRuBSWtSqrNkPdNITVzaSn4/DHLh3xX9/1cQF21RQyDJgAHBFhBG45EZpgy9uoDkPdVFc3TAdzS/UC99s0I3vLNL6vZl2lwcAKCHCCFxWvaoV9fHdF+rlG5urUoCPftudoZ5j4vXKnI3KyS+0uzwAwFkijMClORxeuq19bc0d2lVXNYtUYVGx3p63VVe9uUBLtu23uzwAwFkgjMAtVAsO0Dt9YjWuT6yqVfLX9vRs3TZ+iYZ/8ZsyjubbXR4A4AwII3ArVzaL1I9Du+ofcbXN9ccJu8wy4Dlr99ldGgDgNAgjcDshFXz10g3NNeOeC1UvPEhpWbm674MVunfacqVk5thdHgDgLwgjcFtx9aro24e66IFLGsjH4aXv16Wo22vz9dHSJBUVsVkaADgLwgjcWoCvtx7r3khfDemslrVClJVboH/OXKPbJizR1rTDdpcHACCMwFNYu7Z+MbiTnr4mRhV8vZWw/YBZcTP2ly3KZ7M0ALAVYQQew9vhpYGd6+qHRy7SRRdUVV5BkV79fpN6jo7Xql2H7C4PADwWYQQeJyosUFMHtNN/e7VUaKCvNiZn6ca3F+r5r9frSF6B3eUBgMchjMAjeXl56YbWtfTT0K66vlUNWfNZJ8VvN+fczP89ze7yAMCjEEbg0apU9Ncbt7XWewPaqWblCtp98Kj6T07Q0BmrdCA7z+7yAMAjEEYASZc0qmbmkgzoFC0vL+mLlXvMZmmzVu1RcTHLgAGgLBFGgD8E+ftoZM+m+mJQRzWKqGRGRh6avkoDpizT7oNH7C4PANwWYQT4i9a1Q82+JI9efoH8vB2atynNzCWZHL/dHMQHAChdhBHgFPx8HBpyWUOzg2u76FAdySvUc1+v103vLNKm5Cy7ywMAt0IYAc6gQbWKmnFPB71wfTNV9Pcx+5H0eGuBXv9hk3LyC+0uDwDcAmEE+BsOh5f6XFjHLAO+PCZCBUXFeuvnLbr6rQVmJ1cAwPkhjABnKTIkQOP7xurt3m0UXtFf29Kydeu7i/XUzDXKzMm3uzwAcFmEEaCEm6Vd3by65g7tql5to8xjHy5N0hWv/6of1iXbXR4AuCTCCHAOQgJ99e+bW+iju+MUXSVQyZk5umdaogZ/mKjUrBy7ywMAl0IYAc5Dx/rhmvPwRbqva31zEN+3a5LV7bX5mrEsic3SAOAsEUaA8xTg661hVzXWrPs7qVnNYGXmFOjJz9fo+rcXacm2/XaXBwBOz6vYBX59y8zMVEhIiDIyMhQcHGx3OcBpFRQW6b2FO/T6j7/r6B9Lfy9tXE1PXtlYjSIr2V0eADjl5/c5jYyMHTtW0dHRCggIUFxcnBISEk773ClTpphJf3++Wa8D3JGPt0N3X1RP85+4WL3japvWzc8bU3XVm7/q8U9Xa1/GUbtLBACnU+IwMmPGDA0dOlQjR47UihUr1LJlS3Xv3l2pqamnfY2Vhvbt23fitnPnzvOtG3Bq1SoF6MUbmpvD965qFilrF/lPE3fr4lfnadR3G5RxlKXAAHDObRprJKRdu3YaM2aMuS4qKlJUVJSGDBmiYcOGnXJk5OGHH9ahQ4d0rmjTwNWtSDqol7/dqIQdxzZJC6ngqwcuaaC+HeqYOScA4I7KpE2Tl5enxMREdevW7f+/gMNhrhcvXnza1x0+fFh16tQxoeW6667TunXrzvg+ubm55hv48w1wZW1qh2rGvRdqYr+2alitohkZefHbDbrstfn6YsVuFXEAHwAPVqIwkp6ersLCQkVERJz0uHWdnHzqDZ8aNWqkyZMna9asWfrggw/MSErHjh21e/fu077PqFGjTJI6frNCDODqrPlS3WIi9N1DXfTvm5orIthfew4d1dBPVqvH6HjN/z2N5cAAPFKJ2jR79+5VzZo1tWjRInXo0OHE40888YTmz5+vpUuX/u3XyM/PV5MmTXT77bfr+eefP+3IiHU7zhoZsQIJbRq4k6N5hXpv0Xa988tWZeUWmMc61q+i4Vc1UfNaIXaXBwDO2aYJDw+Xt7e3UlJSTnrcuo6MjDyrr+Hr66vWrVtry5Ytp32Ov7+/KfrPN8DdVPDz1uCLG+jXJy7RwM515eft0KKt+9VzTLyGfLxSSfuP2F0iAJSLEoURPz8/xcbGau7cuSces9ou1vWfR0rOxGrzrFmzRtWrVy95tYAbCg3y09PXxGjuo111Q+ua8vKSvlq9V5e9Pk/PzF6n/Yf/f5QQANxRiZf2Wst6J0yYoKlTp2rDhg0aNGiQsrOzNWDAAPPn/fr10/Dhw088/7nnntMPP/ygbdu2maXAffr0MUt777rrrtL9TgAXFxUWqP/2aqWvh3RWl4bhyi8s1pRFO9T11XkaPXezjuQda+UAgLvxKekLevXqpbS0NI0YMcJMWm3VqpXmzJlzYlJrUlKSWWFz3MGDB3X33Xeb54aGhpqRFWvOSUxMTOl+J4CbaFojRNMGxil+c7rZk2Td3ky99uPvmrZkpx7udoFubVvLbK4GAO6C7eABJ2Yt+f3qt736zw+btOvAsd1b61UN0hPdG6t70wizQgcAXP3zmzACuIDcgkJ9uCRJo3/erINHju3eGlsnVMOvaqy20WF2lwcAp0QYAdxQZk6+xs/fponx25STX2QeuzwmQk9e2UgNqnEQHwDnQhgB3FhKZo7e+Ol3zVi2y5x74/CSerWLMnNKIoI5iBKAcyCMAB5gS2qW/j1nk35cf2zvnwBfh9mz5N6u9RUc4Gt3eQA8XCZhBPAcy3cc0KjvNipx50FzHRroqwcubag+F9aWvw8H8QGwB2EE8DDWX+Uf1qfo33M2altatnksKqyCHruikXq2qCGH1csBgHJEGAE8VEFhkT5ZvtvMKUnNOrZ7a7OawRp2ZRN1bhhud3kAPEgmYQTwbNaOrZPjt2vc/G06/MdBfNbOrsOuamw2VgOAskYYAWBYZ9uM/nmLPly602wxb7m+VQ09ekUjswU9AJQVwgiAk1inAFs7uc5evddcW6cE9+1QRw9c0sAc1gcApY0wAuCU1uzO0MtzNmjhlv3mulKAjwZdXF93dqqrAF9W3gAoPYQRAKdl/bX/dXO6Xv5uozbsyzSPRQYH6JHLG+rm2Ch5s/IGQCkgjAA4q4P4Zq3eo/98/7v2HDp2EF/DahX15JWNdVmTahzEB+C8EEYAnLWc/EJ9sGSnxvyyRYf+OIivfXSYhl3dWG1qh9pdHgAXRRgBUGIZR/P1zrytem/hduUWHDuIr0eL6nrq6iaqUbmC3eUBcDGEEQDnbF/GUf33x9/1WeJucxBfBV9vPXBpA93VpS7bywM4a4QRAOdt3d4MPTN7nZbtOHbmTXSVQI3oGaNLG0fYXRoAF0AYAVAqrH8iZq3aq5e+3XBie/nLGlfT09fEKDo8yO7yADgxwgiAUmVtKT967mZNXrjd7ORqbZp290V1df8lDRTo52N3eQCcEGEEQJnYknpYz361Tgs2p5vr6iEBeqpHE/VoXp2lwABOQhgBUGasfzZ+WJ+i579er90Hj+1P0qFeFT1zbVM1iqxkd3kAnARhBECZs/YnGTd/q1kObC0FtnZu7d8hWg9f3lDBAb52lwfAZoQRAOVm14EjeuGb9fp+XYq5Dq/opyeubKyb29SSg63lAY+VSRgBUN4WbE4zS4G3pmWb61ZRlfXcdU3VolZlu0sDYAPCCABb5BUUacqi7Xrzp83KziuUNae1V9soPd69kapU9Le7PADliDACwFapmTka9d1GzVy5x1wHB/jo0SsaqXdcbfl4O+wuD0A5IIwAcArLdhzQyFnrtH5fprluHFlJz17bVHH1qthdGoAyRhgB4DQKi4r1UUKS/vP9JnMYn+W6VjU0/KomigwJsLs8ADZ/fjNWCqDMWUt++15YR788drH+EVfbzCOxtpi/9LV5ZmmwNc8EgOdiZARAuVu7J0MjZq3ViqRD5rpeeJA5gO/iRtXsLg1AKaJNA8CpFRUVm8mt1iTX9MPHDuC7PCZCT/eIUe0qgXaXB6AUEEYAuISsnHyzDHjKoh0qKCqWn49D911UT4MubqAKft52lwfgPBBGALiUzSlZeuardVq4Zb+5rlm5gv7Vo4mubBbJAXyAiyKMAHA51j9Hc9Ym64VvNmjPoWMH8HVuEK5nro1Rg2ocwAe4GsIIAJd1NK9Q78zbonG/bjMrbXwcXhrQKVoPXtZQlTiAD3AZhBEALi9p/xE99/V6/bTh2AF8VSv5a9iVjXVD65ocwAe4AMIIALcxb1Oqnv1qvbanHzuAL7ZOqNnFtVnNELtLA3AGhBEAbiW3oFCT43do9M+bdeSPA/hub19bj1/RSKFBfnaXB+AU2IEVgFvx9/HWoIvr6+dHL9a1LWvI+jXqo6VJuuS1eZq2ZKfZch6Aa2JkBIBLWrJtv56ZvU4bk7PMdUz1YD13XVO1jQ6zuzQAf6BNA8DtFRQW6cOlSXrth03KzCkwj93YuqaGXdVY1YI5gA+wG2EEgMfYfzhXr36/STOW7zLtm4r+Pnrwsga6o2Nds6MrAHsQRgB4nNW7Dmnk7HVatevYAXz1qwbpmWubqkvDqnaXBnikTMIIAE89gO+zFbv1yhzrAL4881j3phEa0bOp2WIeQPlhNQ0Aj2RthnZr2yjNffRis2urt8NL369LUY+3Fih+c7rd5QE4BcIIALcUUsFXI3s21bcPdlHLWiE6dCRf/SYv1YRft5kzcAA4D8IIALfWKLKSZtzbQbfE1pK1FcmL327QwzNWmfNvADgHwggAtxfg661Xbm5h9iGxDt2btWqvbnpnkXYfPGJ3aQAIIwA8hZeXl/p1iNaHd8WpSpCf1u/L1LVjFmrRVuaRAHYjjADwKHH1quirIZ3VvGaIDmTnqe+kBE2K3848EsBGhBEAHqdG5Qr69L4OurFNTXOmzfNfr9ejn6xWTj7zSAA7EEYAeOw8ktduaakR18SY5b9frNyjW8Yt1p5DR+0uDfA4hBEAHj2P5M7OdTVtYHuFBflpzZ4MXTs63hzCB6D8EEYAeLyO9cM1+4FOalojWPuz89Rn4lJNXbSDeSRAOSGMAICkWqGB+uy+jrquVQ0VFBWbM24e/+w35pEA5YAwAgB/qODnrTd6tdJTVzeRw0v6LHG3er27WPsymEcClCXCCAD8ZR7J3RfV0/t3xqlyoK9W785Qz9ELtWzHAbtLA9wWYQQATqFzw3B99UBnNY6spPTDubp9/BJ9sGQn80gAZwkjY8eOVXR0tAICAhQXF6eEhISzet306dPNbx3XX3/9ubwtAJSrqLBAfTG4o65pUd3MI/nXl2s1/Is1yi1gHglgaxiZMWOGhg4dqpEjR2rFihVq2bKlunfvrtTU1DO+bseOHXrsscfUpUuX86kXAMpVoJ+PRt/eWsOuamzmkUxftku3jV+ilMwcu0sDPDeMvP7667r77rs1YMAAxcTEaNy4cQoMDNTkyZNP+5rCwkL17t1bzz77rOrVq3e+NQNAubJGdO/rWl/vDWiv4AAfrUw6pGtGxytx50G7SwM8L4zk5eUpMTFR3bp1+/8v4HCY68WLF5/2dc8995yqVaumgQMHntX75ObmKjMz86QbANit6wVVzbk2jSIqKS0rV7eNX6yPE5LsLgvwrDCSnp5uRjkiIiJOety6Tk5OPuVr4uPjNWnSJE2YMOGs32fUqFEKCQk5cYuKiipJmQBQZupUCTLzSK5qFqn8wmIzh+SfM9cor6DI7tIAl1Wmq2mysrLUt29fE0TCw8PP+nXDhw9XRkbGiduuXbvKskwAKJEgfx+93buNHu/eSF5e0kdLk/SPCUuUmsU8EuBc+JTkyVag8Pb2VkpKykmPW9eRkZH/8/ytW7eaias9e/Y88VhR0bHfHnx8fLRp0ybVr1//f17n7+9vbgDgzPNI7r+kgWKqB+vB6Su1fOdB9Rwdr3F9YtW6dqjd5QHuOzLi5+en2NhYzZ0796RwYV136NDhf57fuHFjrVmzRqtWrTpxu/baa3XJJZeY+7RfALi6SxpX0+wHOqtBtYpKycxVr3eX6JNljOYCZTYyYrGW9fbv319t27ZV+/bt9cYbbyg7O9usrrH069dPNWvWNPM+rH1ImjVrdtLrK1eubP73r48DgKuqGx6kL+/vpKEzVumH9Sl64vPftHZvhp6+Jka+3uwtCZR6GOnVq5fS0tI0YsQIM2m1VatWmjNnzolJrUlJSWaFDQB4kor+PqZFM+aXLXr9x9/1/uKd2picZeaWhFek7QyciVexC+xtbC3ttVbVWJNZg4OD7S4HAM7op/UpemTGKmXlFqh6SIDe7RurFrWOjQoDniTzLD+/GcIAgFLWLSZCM+/vpHpVg7QvI0c3j1uszxN3210W4LQIIwBQBqwJrdY8kssaVzN7kDz66Wo9+9U65ReyHwnwV4QRACgjwQG+mtCvrR68rKG5fm/hDvWdtFT7D+faXRrgVAgjAFCGHA4vDb38AjNvJMjPW0u2HdC1YxZq7Z4Mu0sDnAZhBADKQfemkaZtYy0D3nPoqG56Z5G+XLnH7rIAp0AYAYBy0jCikgkklzSqqtyCIj08Y5Ve+Hq9CphHAg9HGAGAchRSwVcT+7fTA5c0MNcT47er/3sJOpCdZ3dpgG0IIwBQzrwdXnqseyO907uNAv28tXDLfl07Jl7r92baXRpgC8IIANjkqubVNXNwJ9UOC9Tug0d14zsLNXv1XrvLAsodYQQAbNQospJmP9BJXRqGKye/SA9+vFKjvtugwiKn3xwbKDWEEQCwWeVAP00Z0F73da1vrt+dv013vJegQ0eYRwLPQBgBACeZRzLsqsYafXtrVfD11oLN6WY/ko3JzCOB+yOMAIAT6dmyhj4f1FG1Qiso6cAR3fj2In27Zp/dZQFlijACAE4mpkawvnqgszo3CNeRvEIN/nCFXpmzkXkkcFuEEQBwQqFB1jySdrrnonrm+u15WzVw6jJlHMm3uzSg1BFGAMBJ+Xg79M+rm+jN21opwNeheZvSdPO4RWyQBrdDGAEAJ3ddq5r67L6Oigj21+bUw2alTVYOIyRwH4QRAHABzWqG6MO74hQW5KffdmforqnLlZNfaHdZQKkgjACAi2hQrZLev7O9Kvn7aOn2A7r/wxXK55A9uAHCCAC42AjJxP5t5e/j0NyNqXrs09UqYpUNXBxhBABcTFy9KhrXJ1Y+Di/NWrVXI2avVXExgQSuizACAC7oksbV9N9ereTlJX2wJEmvfr/J7pKAc0YYAQAX3q31xeubn9iHZNz8rXaXBJwTwggAuLB/xNXW8Ksam/svf7dRHy1NsrskoMQIIwDg4u7tWl+DLz524u9TX67R7NV77S4JKBHCCAC4gce7N1KfC2vLmsc6dMYq/bIx1e6SgLNGGAEAN+Dl5aXnrm2m61rVUEFRse77IFFLt+23uyzgrBBGAMBNOBxe+s8tLXVZ42rKLSjSwKnLtWZ3ht1lAX+LMAIAbsTX26GxvdvownphOpxboP7vJWhLapbdZQFnRBgBADcT4Outif3bqUWtEHPCb5+JCdp14IjdZQGnRRgBADdU0d9HUwa0V8NqFZWcmaO+k5YqNSvH7rKAUyKMAICbsk74nTYwTlFhFbRj/xH1m5SgjCP5dpcF/A/CCAC4sciQAH0wME5VK/lrY3KW7piSoOzcArvLAk5CGAEAN1enSpAJJCEVfLUy6ZDunZao3IJCu8sCTiCMAIAHaBRZSVMGtFOgn7fit6TrwY9XqqCwyO6yAIMwAgAeonXtUE3s11Z+Pg59vy5FT36+RkVFxXaXBRBGAMCTdGwQrjG3t5a3w0ufr9it575er2JrD3nARoQRAPAwVzSN1H9uaWHuT1m0Q2/8tNnukuDhCCMA4IFuaF1Lz17b1Nx/c+5mTYrfbndJ8GCEEQDwUP07RuuxKy4w95//er0+Wb7L7pLgoQgjAODB7r+kge7uUtfcH/b5b/puzT67S4IHIowAgAfz8vLSP69uol5to2QtrHlw+kr9+nua3WXBwxBGAMDDWYHkpRubq0fz6sovLDaboiXuPGB3WfAghBEAgFnq+99erdT1gqo6ml+oO95bpvV7M+0uCx6CMAIAMKzN0Mb1iVW76FBl5RSo3+Sl2p6ebXdZ8ACEEQDACRX8vDWxfzvFVA9W+uE89Zm4VHsPHbW7LLg5wggA4CTWgXrvD2yveuFB2nPoqPpMWqr9h3PtLgtujDACAPgf4RX9Ne2uONUICdC2tGz1m5ygzJx8u8uCmyKMAABOqWblCvrgrjhVCfLTur2ZGjhlmY7mFdpdFtwQYQQAcFr1qlY0LZtKAT5atuOgBn2YqLyCIrvLgpshjAAAzqhpjRC9d0c7Bfg6NG9Tmh75ZJUKrR3SgFJCGAEA/K220WF6t29b+Xp76Zvf9umpmWtUXEwgQekgjAAAzoq1Idqbt7WWw0uavmyXRn23kUCCUkEYAQCctaubV9fLN7Yw98f/uk1vz9tqd0lwA4QRAECJ3NouSv/q0cTcf/X7TXp/8Q67S4KLI4wAAErsri719OClDcz9EbPWaebK3XaXBBdGGAEAnJNHLr9Ad3SMNvcf+/Q3/bg+xe6S4KIIIwCAc+Ll5aUR18ToxjY1zVLf+z9aoUVb0+0uC54SRsaOHavo6GgFBAQoLi5OCQkJp33uF198obZt26py5coKCgpSq1atNG3atPOpGQDgJBwOL71yUwtdERNhNkO7e+pyrdp1yO6y4O5hZMaMGRo6dKhGjhypFStWqGXLlurevbtSU1NP+fywsDA99dRTWrx4sX777TcNGDDA3L7//vvSqB8AYDMfb4feur21OjWoouy8Qt3xXoI2JWfZXRZciFdxCReJWyMh7dq105gxY8x1UVGRoqKiNGTIEA0bNuysvkabNm3Uo0cPPf/882f1/MzMTIWEhCgjI0PBwcElKRcAUE6ycwvUe+JSMzJSrZK/Pruvo2pXCbS7LNjobD+/SzQykpeXp8TERHXr1u3/v4DDYa6tkY+/Y+WeuXPnatOmTbroootO+7zc3FzzDfz5BgBwbkH+PpoyoJ0aRVRSalauek9aopTMHLvLggsoURhJT09XYWGhIiIiTnrcuk5OTj7t66xEVLFiRfn5+ZkRkdGjR+vyyy8/7fNHjRplktTxmzXyAgBwfpUD/TRtYHvVqRKoXQeOqs/EpTqYnWd3WXBy5bKaplKlSlq1apWWLVumF1980cw5mTdv3mmfP3z4cBNgjt927dpVHmUCAEpBteAAfTAwThHB/tqcetjMITmcW2B3WXCXMBIeHi5vb2+lpJy8lty6joyMPP2bOBxq0KCBWUnz6KOP6uabbzajH6fj7+9vekt/vgEAXEdUWKAJJKGBvlq9O8OsssnJL7S7LLhDGLHaLLGxsWbex3HWBFbrukOHDmf9dazXWPNCAADuq2FEJU29s70q+vto8bb9euCjlcovLLK7LLhDm8ZqsUyYMEFTp07Vhg0bNGjQIGVnZ5vlupZ+/fqZNstx1gjIjz/+qG3btpnnv/baa2afkT59+pTudwIAcDotalXWxP5t5e/j0E8bUvT4p6tVVMRJvziZj0qoV69eSktL04gRI8ykVav1MmfOnBOTWpOSkkxb5jgrqAwePFi7d+9WhQoV1LhxY33wwQfm6wAA3N+F9aronT5tdM/7ifpy1V5VCvDVc9c1NTu4Aue0z4gd2GcEAFzfrFV79PCMVbI+de7tWk9Pdm9sdnCF+yqTfUYAADhX17Wqqeeva2buvzt/m+6cukwHWPYLwggAoDz1ubCOOcvGmkMyb1Oarn5zgZbvOGB3WbAZYQQAUK5ubRelL+/vpHrhQUrOzFGv8Us0bv5WJrZ6MMIIAKDcNakerNlDOuvaljVUWFSsl7/bqLveX85urR6KMAIAsIW1/8ibt7XSSzc0l5+PQz9vTNXVby1Q4k7aNp6GMAIAsI21vPcfcbX15eBOqhsepH0ZObr13SV6l7aNRyGMAABsF1MjWF8N6ayef7RtRtG28SiEEQCA07Rt3vpL26aHadsctLs0lDHCCADA6do2Mwd3NG2bvRk56vXuYo3/datcYI9OnCPCCADA6TStEaLZD3TSNS2qq6CoWC99u1F3v79ch47QtnFHhBEAgFOyzrAZfXtrvXhDM9O2+WmD1baJ14ok2jbuhjACAHDqtk3vuDr6YlBHRVcJ1J5DR3XruMWa8Os22jZuhDACAHB6zWqGmNU2Pf5o27z47QbaNm6EMAIAcJm2zZjbW+v565vJz5u2jTshjAAAXKpt0/fCOvpicEfV+VPbZuIC2jaujDACAHDJts3XVtum+bG2zQvfWG2bRGUcybe7NJwDwggAwHXbNv/4c9smxZxts5K2jcshjAAA3Ktt8+5iTYrfTtvGhRBGAABus9rm6uaRyi8s1vNfr9c902jbuArCCADALQQH+GrsP9roueuamrbNj+uPtW1W7Tpkd2n4G4QRAIBbtW36dYjW54M6qnbYsbbNLeMWaTJtG6dGGAEAuJ3mtUL09YOddVWzY22b575er3tp2zgtwggAwG3bNm/3bqNnrz3WtvlhfYp6jF6g1bRtnA5hBADg1m2b/h2j9dmgDooKq6DdB4/q5nGL9N5C2jbOhDACAHB7LWpV1tdDuujKpsfaNs9+tV6DPlihjKO0bZwBYQQA4BFCKvjqnT5t9EzPGPl6e2nOumRdM3qBfttN28ZuhBEAgEe1be7oVFef3dfRtG12HTiqm95ZpCm0bWxFGAEAeJyWUcfaNt2bRpi2zTNfrdfgD1coM4e2jR0IIwAAj23bjOsTq5F/tG2+W5usa96K15rdGXaX5nEIIwAAj27bDPijbVMrtIKSDhwxbZupi3bQtilHhBEAgMez2jbfPHisbZNXWKSRs9fp/o9o25QXwggAAH9q24y45ljb5ts1x9o2a/fQtilrhBEAAP7Utrmzc119el9H1ax8rG1z49uLNG0xbZuyRBgBAOAvWkVV1rcPdtHlMcfaNk/PWqcHPlpJ26aMEEYAADiFkEBfje8bq6eviZGPw0vfrNmnnqNp25QFwggAAGdo2ww0bZsOpm2zcz9tm7JAGAEA4G+0rh2qbx7srG5N/tS2+XilsmjblAqvYheIdpmZmQoJCVFGRoaCg4PtLgcA4KGsj8xJ8dv18ncbVVBUrPCKfup6QTV1aRiujg2qqFqlALtLdMnPb8IIAAAltDLpoJnQuufQ0ZMebxxZSZ0ahKtzw3DF1Q1ToJ+PPFkmYQQAgLKTk1+o5TsOasGWNC3ckq61ezJP+nNrr5I2tUPV+Y9w0rxmiHy8PWt2RCZhBACA8nMgO0+LtqYrfnO6FmxO/59Rk0oBPupYv8of4aSqoqsEmgmy7owwAgCATayPVmvlTfyWY+HECimZOQUnPcdanWMFk04Nw9WpfhVVqegvd0MYAQDASRQWFWvNngzTzlmwOU2JOw8qv/Dkj9+Y6sGmnWMFlHbRYarg5y1XRxgBAMBJHckrUML2A3+Ek3RtTM466c/9fBxqWyfUTIa1Vuo0rREib4frtXQIIwAAuIi0rNwT802s1s6+jJyT/rxyoK+Zb2LCSYOqql0lUK6AMAIAgAsqLi7WtvTsE8Fkydb9yso9eb5JVJg136SqaelYISU0yE/OiDACAIAbKCgs0urdx+abWAFlRdJBs+HacdaCnGY1Qk7MN4mtE6oAX+eYb0IYAQDADWXnFmjp9v2K37xf8VvS9HvK4ZP+3N/HofZ1w46t1GkQbibGOmyab0IYAQDAA6Rm5hxbQvzHyElqVu5Jfx4W5GdaOdZEWCuc1Aotv/kmhBEAADxMcXGxtqQeNit0rLbOkm37lZ1XeNJz6oYHqVMDa/O1qupQv4pCKviWWT2EEQAAPFx+YZFW7Tp0IpxY9609T46zujctalU2LZ1b2tZSnSpBpfr+hBEAAHCSzJx8Ld12QPGb00xbZ2ta9ok/+/juC81IiR2f3559nCAAAB4kOMBXl8dEmJtl76GjZsRk8bb9alOnsm11MTICAABs/fz2rLOMAQCA0yGMAAAAWxFGAACArQgjAADA9cLI2LFjFR0drYCAAMXFxSkhIeG0z50wYYK6dOmi0NBQc+vWrdsZnw8AADxLicPIjBkzNHToUI0cOVIrVqxQy5Yt1b17d6Wmpp7y+fPmzdPtt9+uX375RYsXL1ZUVJSuuOIK7dmzpzTqBwAALq7ES3utkZB27dppzJgx5rqoqMgEjCFDhmjYsGF/+/rCwkIzQmK9vl+/fmf1niztBQDA9ZTJ0t68vDwlJiaaVsuJL+BwmGtr1ONsHDlyRPn5+QoLCzvtc3Jzc8038OcbAABwTyUKI+np6WZkIyLi2M5tx1nXycnJZ/U1nnzySdWoUeOkQPNXo0aNMknq+M0aeQEAAO6pXFfTvPzyy5o+fbpmzpxpJr+ezvDhw82QzvHbrl27yrNMAABQjkp0Nk14eLi8vb2VkpJy0uPWdWRk5Blf+5///MeEkZ9++kktWrQ443P9/f3NDQAAuL8SjYz4+fkpNjZWc+fOPfGYNYHVuu7QocNpX/fKK6/o+eef15w5c9S2bdvzqxgAALiVEp/aay3r7d+/vwkV7du31xtvvKHs7GwNGDDA/Lm1QqZmzZpm3ofl3//+t0aMGKGPPvrI7E1yfG5JxYoVzQ0AAHi2EoeRXr16KS0tzQQMK1i0atXKjHgcn9SalJRkVtgc984775hVODfffPNJX8fap+SZZ545q/c8vvqYVTUAALiO45/bf7eLSIn3GbHD7t27WVEDAICLshai1KpVy7XDiDUvZe/evapUqZK8vLxKNbFZIcf6P4nN1OzHz8P58DNxLvw8nAs/j79nRYysrCyzpcefuybn3aaxg/UNnClRnS/rPyL+Q3Ie/DycDz8T58LPw7nw8zgza7+wv8OpvQAAwFaEEQAAYCuPDiPWxmrWqh42WHMO/DycDz8T58LPw7nw8yg9LjGBFQAAuC+PHhkBAAD2I4wAAABbEUYAAICtCCMAAMBWHh1Gxo4daw7vCwgIUFxcnBISEuwuySNZhyq2a9fO7LBbrVo1XX/99dq0aZPdZeEPL7/8stn5+OGHH7a7FI+1Z88e9enTR1WqVFGFChXUvHlzLV++3O6yPFZhYaGefvpp1a1b1/w86tevb06mZz3IufPYMDJjxgxzArG1LGvFihVq2bKlunfvrtTUVLtL8zjz58/X/fffryVLlujHH39Ufn6+rrjiCnMaNOy1bNkyvfvuu2rRooXdpXisgwcPqlOnTvL19dV3332n9evX67XXXlNoaKjdpXks6zR66xDYMWPGaMOGDeb6lVde0ejRo+0uzWV57NJeayTE+m3c+o/p+Pk31hkDQ4YM0bBhw+wuz6NZp0JbIyRWSLnooovsLsdjHT58WG3atNHbb7+tF154wZzQ/cYbb9hdlsex/j1auHChFixYYHcp+MM111xjTqqfNGnSicduuukmM0rywQcf2Fqbq/LIkZG8vDwlJiaqW7duJ51/Y10vXrzY1togZWRkmP8NCwuzuxSPZo1W9ejR46S/Jyh/s2fPVtu2bXXLLbeYkN66dWtNmDDB7rI8WseOHTV37lz9/vvv5nr16tWKj4/XVVddZXdpLsslDsorbenp6abnZyXbP7OuN27caFtdODZCZc1NsIalmzVrZnc5Hmv69OmmfWm1aWCvbdu2mZaA1Vb+5z//aX4mDz74oPz8/NS/f3+7y/PY0SrrxN7GjRvL29vbfJ68+OKL6t27t92luSyPDCNw7t/G165da37LgD2s49AfeughM3/HmtwN+wO6NTLy0ksvmWtrZMT6OzJu3DjCiE0++eQTffjhh/roo4/UtGlTrVq1yvwSVaNGDX4m58gjw0h4eLhJsykpKSc9bl1HRkbaVpene+CBB/T111/r119/Va1atewux2NZLUxrIrc1X+Q46zc/6+dizbHKzc01f39QPqpXr66YmJiTHmvSpIk+//xz22rydI8//rgZHbntttvMtbW6aefOnWZlIGHk3HjknBFreDM2Ntb0/P7824d13aFDB1tr80TWHGoriMycOVM///yzWS4H+1x22WVas2aN+W3v+M36zdwagrbuE0TKl9Wy/OtSd2uuQp06dWyrydMdOXLEzDP8M+vvhfU5gnPjkSMjFqv/aiVY6x/Z9u3bm1UC1lLSAQMG2F2aR7ZmrOHOWbNmmb1GkpOTzeMhISFmdjrKl/Uz+Ot8naCgILPHBfN4yt8jjzxiJkxabZpbb73V7Ic0fvx4c4M9evbsaeaI1K5d27RpVq5cqddff1133nmn3aW5rmIPNnr06OLatWsX+/n5Fbdv3754yZIldpfkkaz/DE91e++99+wuDX/o2rVr8UMPPWR3GR7rq6++Km7WrFmxv79/cePGjYvHjx9vd0keLTMz0/x9sD4/AgICiuvVq1f81FNPFefm5tpdmsvy2H1GAACAc/DIOSMAAMB5EEYAAICtCCMAAMBWhBEAAGArwggAALAVYQQAANiKMAIAAGxFGAEAALYijAAAAFsRRgAAgK0IIwAAwFaEEQAAIDv9HxSpJCOxkTEWAAAAAElFTkSuQmCC", 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" ] @@ -509,7 +536,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -522,7 +549,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Loading dataset: 100%|██████████| 500/500 [00:00<00:00, 1155.66it/s]\n" + "Loading dataset: 100%|██████████| 500/500 [00:00<00:00, 1158.63it/s]\n" ] } ], @@ -533,8 +560,8 @@ "\n", "with torch.no_grad(): # Disable gradient calculation for inference\n", " for batch_data in val_loader:\n", - " moving = batch_data[\"moving_hand\"].to(device)\n", - " fixed = batch_data[\"fixed_hand\"].to(device)\n", + " moving = batch_data[\"noisy_hand\"].to(device)\n", + " fixed = batch_data[\"original_hand\"].to(device)\n", " # Pass only the moving image, consistent with training\n", " pred_image = model(moving)\n", " pred_image = torch.sigmoid(pred_image)\n", @@ -547,7 +574,7 @@ }, { "cell_type": "code", - "execution_count": 77, + "execution_count": 13, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -559,7 +586,7 @@ "outputs": [ { "data": { - "image/png": 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", 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nKUJjYlXUsrfKWbdhXSEMANe85jU3Vu5ZDi33BS45GM6HPexh3Uyy3/md3+n2MdtFy2xZe6ENymymfOpTn9o6GIIrjlnAzETCJafgokxRx4ztP7gKrnjFK55gUJ3l0BLaarJKvGvGoWVZvgHIuIsB52P6xMc+9rEOGCQ4G9MnaGtvetObOvA/xD61QN9ulXETAgP1lre8pWOeYI2VqlsYw/Aoje23PB/v+4IXvOCOyrdnMjhe73rX2/rKV75yQCwTifKe/vSnd2jQadcI4Aq/7Otf//qOOeG4sfFOYwTLGjcgyQUVOhMxIQdLQMmVqaNuaooFyv6e97yni1lR6HTVQuY4XHNMR+dZW3TvLD8/Ajin7z3xiU/c+r3f+72O0Xz4wx/egQ4VFCkAYHy//OUvD7YX+vJ73/verf/4j/84YH8fS7Np0cLM/sNvpn6n4BohNcGLXvSiLs5SId7SlAhpEdP3HvvYx57gfuijatTMsnel6nX0KlLjZVrtihASYooAHcv6BDF1pqZBMM77XGkp3IP2Coiokm0aNrW2u90q4271WwSjrh4HMPy7v/u7rvwJnGCYUm52s5t1x1OX9br8b6VA2PPMEzEWKGZo9A984AMd6uclvutd7+oqKwNCEcASjZwgOoI5jY1ah+AKJNj1QQ96UPcCoPmJlQCEIAcjeyq5MgCKuOsIwAMgYfmSlyTlIQ95SBe3gpsCVx8d6nnPe17nd6b8lh3g9KxnPavLZfWLv/iL3WCJlUJsCDEvWNTPeMYzdv05Z9l9IWbgnve8Z5dFmFw2CO8e9pX++G//9m+dwcIgA9NLf2MyBWzUV7/61a4tkh+GPGi2Qdoq1Do5c2iDKGDZ5d0W+i8WJy5HXHW0fQaTVj4mjAny0dH+ySfHMdQFoCoBFcYcOZ1g6TBUfv3Xf71j5bCKCSYHmGXg7Sx7V8h4f6Mb3ahrr7Rl9Odtb3vbUWEgGBv0E2L86BPoZvQs8XHoZ8cM9tGOYD4Z3/Cc0EdqXG1L6Jfo6ac97Wld+9JlRe6y7LNMVuCeT37ykztDAHaFcu1GGTch9FO8TH/yJ3/SGfjEU775zW/u3lcV8jmxj36LLsOwsd8mkYAeIOcczDoxbYz1YAuuST43cIi5IpfKYs3TPr/+9a8fsJ2pk0yhrMLUffItpXz1q19d3PnOd+5yLpCrhWnDfWkBmKJJ3gruSd6GKn2pClplaU2N5jlue9vbLk53utN10znJs/Gud72rO468TKukKqjP61RO8mFV4fx73/veB6R3sG5I3XDta1+7S3XA+XV6KmkKyI3B1G6mXTMlm7xZXJNUBLWsXItnJL/H+c53vu5Z3//+9w8+4ywnnlQFN7vZzbp2zjTelL//+7/vjiOnk/LZz352cYc73KFLD0BONnK2kCPq1a9+9QHnkieKNk+b4pjHPvaxi+c///k7SlWQ/SH7OHmklj33Jz7xicU1r3nNru/Qh0jFwVT0VuoR+je50eg/5Hd63ete1+WDY1sVcs+Q5oRp19QhOoscOccff/zgM85y8MV2Rtsg3xfvj5xe5Pb7wQ9+sLT95bjFPsYj+gR9g7QetI0UpuWTFoEp9bRBchaZ2mJZnifS/tDOaYOMjeSbIufTBz7wge1jGA/Iu0Zb5Jo5Lqy7jFNSFYwZ3/r6M3kLb3rTm3ZpdRijbnnLW3Z9i+N4fylvectbuhQr1A/j2POe97zFgx70oE4HVSEd0ZWudKUOD/ChXinPpz71qcVYOdGubbcJgRa86U1v2lniINxDSQg0h9nDev55SqE/yyzrEIJVYWZrnNQsh67AVuC+wXVVZ4PPcuKQm9zkJt1qB60YzJ3Knol52mtSl22ABsRNCJWIm+tQKjt+XOhXXC4zcJplln7BPUDMUl32AZfk0KKos8wyy94a9wBM5K7aVL/dMzFPe02IF+JlkBaAfFLkkmLKJDERe312DWWmwRAHRkzK85///G7tv778PLPMMsv/L8REEXzK1G7iRpjt++xnP7tL51GT684yyyx7R4jBdB08clYR03vyk5+8i8HchMzgqUdIHklagDe84Q1dSgBy2MA8GZy3l4VZEwTbE6RLgDhMGQCK4LtZZpmlX0iYS+Atkyxw5xDszmLZBN3WyRmzzDLL3hEC6V/+8pd3s/ZJng2JANnRlxBzpzLHPM0yyyyzzDLLLLNMkDnmaZZZZplllllmmWWCzOBplllmmWWWWWaZZYLM4GmWWWaZZZZZZpllEwHjv/zLv9x9//jHP+7SmJNNl2nvBFTymzWxmJVGgDIfpvzy4RgWmeWbD9tI+c41XNiP4zmGa/FNhDz7WTWZFAFs51xSz3MPsh3zIfMpgWEcy+d73/teVw6Wc2ENIP4T9MmxHMc1+Ka8ruDMLDTu4fInlI0yWjbyf3A9rss+ZtrxIV8S5TFkjHJzbc6jjngm7uOz8ZuMrfz+xje+0QWhc03uxXOwn9l9nMs9z3CGM3TPysc6Ygo151FezrPOuCfn8s2HZ+Ea7KcOOI+1f9jO9fjvO/Eevg/KQf1TDs7lOMrnc3GdI488sjuOjKyzrF+Y5dVaOqD1f0rI4rJrjj1v6n2Hjl8l5HLsc6zznmOlb/WBoVUJxpwzL/eyGWEGJboNXYde5be6MPuYH8VxzneU5+W5KYxDHt93rueNXcXC69Rrt66R9/DTV968htfONWerDJW31p3bvHfruHwer98qUz239Twcx1gnbuB31psYhbGU/3/xF3+xtVbwxEX7XnCfMrNwPmgWOIFTVgTbacQuTujD+amrvHNMVlgtU1aYlYa4Jlze30rmXABGPhfXZ1s2Pq+fdSFY8jcfj/eeWVbL12qYnpN1w3Fsy+31PfkMQx1ZRZH1YP3me8qyua/v3rOsR+oabH37hs6bcsxugyj7xNR7LTtmVbA09hmqsvY56vbWeX3bW+f0bZ9l/aKO9OPYU/V8HV9yMEfyHHVqfX+pW/MaFXj1gZ96zRxT65jcp5+HwFPrGtnG+/TSvnLPep2KGeq985p9+qGC1VqXfc+Tz5Drw7bqLcuyVvAEKoPtYK0nvvkPC0FDAVTYYGRtZHkAEgkmeGj+cw5MjqyQ58ogcSwMD8ey9gzfXBdWBEYKBkbGBkaEa8mcIOznWp7LsQ78bIc54j/3TvDmOj6s98M1uCblgiViG+cLYARklMkXyP25Br9lgwRdJKvkXJge/nNvPhxPGZMF4iP7Yx1THyTphC3jWvznPdhAuTbPyzfnsi3vlYibOuTabKf8XMfVt7mXx/seKY+MoGshzXJwZV3sz27KXgLdFfgMST1u2SC16n1m2V2RyUenoucdH1ogqg68EgppHA+BpwQA2X5y4M8B3/3KEPtVje/6P1m0PqasArfKavUlWF4sAf+1/vL/EPHSumYtUwVBjrW1LsUhlRQQj4gbpiSRHg2eKotSP/kCBU/1AZVkg/z2PK5FI+Z4QEVex8HcYy2XTBHHUQk26jzHsvFbQNRqyF5ft5b30irJb5+FY218/vd3NhDdeXaupBKTobMD5se68ZiWlZINg3vlefWYdP1lXbUYP5/HjwBvls3IGIanKsNl54/ZP+WdTmHEVrnelGPGbm+xRTth3VrSYqPq+TPjtHdEw98wEz0OFUTlOIdU8JQD9hB4ankrWuxWHTP3EnhqgaOx4KkFpKYYGrVMOWZW8OQYzH62G0aTz+NYKO6Ywj6NBk8wLwixQtwA5gIWivWeZE6sfN1yoHoKLGXGh4IaGwVzkg8DkyUjJcBBiFvKhsx1jOGRoYHlIcEdiexsCG7nA1PDOcQdJfjguVqdA7bFZ+U5KCtZhtOtx3YBmyCD7RkLhchMpSuQ+3ge241DIr7Ka1B+BFYoGSaux3PwbTySQIn3giRY5DfHZjmICYNpUmFQR3xzDPXk9mQKKY/HTqU4Z1ldpgCnqddatv3EJFPYolWvPeb6MxO1dwRd5piEftPorCEaLfCrJPOUrqjKVmX4Q55bXU+Vocr9NQwjjd0W4KrlrL9bz5hG+tC1941o51lmfw+Vayzj1kfM9IFBx7F8piRv9AJthHmiMXFTXTjQnAaPi+L8dm2olj/VRpZskBUiMMkKl+nQXebDV7ZKUAXIcaD3+pxLJ6ksT7rUtBYsCwACcOO9pfayoXmOL4D9gj72i3R9LsFfbQRpcXAfjtPtlsHo+Vw8p+Ar7yF6znu3Ys4ASbJOslt2mtoQ871RBp9vls3LkIXWd+yq25cN6quwXOuQnT7XlHP6GKNklIaYpar0c1sf41W3DbFWs6xX1P/JQK0Cnmq8FJJAoQWeWu0j/9cg8KqP/c5rVzCxrL33sUGV3Wk9976BwPS8do7lQ+WpXqC8VgVddUzz+L57Oc7m8YIpv6eOa6PBE4MtBXCWGjFDiLPBkh6jkA74WXjBh24lmCtE1sZYoaqcfIEAGmeQJajiPsxQ4nyOoxIAd4I9Xz73hy1CspzZIGW02JYMS4I9G7L39ngYM0Em9cWMuYyvgu3hG1bJ47IjSR1TTuPJLIfPYz26vl7OvstAbusWhooyOhPR96il5YxJQRHflNf3wH9nBbI9G+AsJy5pDfK7LZu+d1L8dXvf8fX32PJNtdTHXmeW9YkDLfoNfagO1AitAc1978LrtAgDpcU8ZZuqx7eAUIKD1nF9bbRvex9AzOu2zt03cL8WWbIMPNX7ta6X1+2bXTgEeCuT5pguiSDruHbwlMHRojXdcNyU/6I7mQ+ZGAf1jOthm4HhHJcxRi3q0of0Pl6DYwEHpkxApGFliwRynCcrljP6fA6fi48VmS8mX5iAL2OQBDBJBQqeEABRy0pI1Mz5ySjx37QGpnGwHgU32cl9B7KCbhOYCb60rpIxs17S/Wpdqly6RrMfqc+yN2Uqg9QyVoaO79s2pXx90mJm1iVjrjn2vkOD6ND+WfaWpBdB9kk9nPFOVVp9JAFU67wWcznU11ogIoHIEFCq/Xnofq3y9oGjMQBq0QBPy+oky9kyzlvs2NC9+57H8dHx07FYj8+UfjspVQFijFCChHRL2XhkVrLwgiMbgCAhZ8LxDcgQLBnfhGSwcrqj3AfzIwsjuwIDw32chVavA8DJihf0WUbKBmDRIvEZk+aFGVJyth0MUwIb4pEEi4I6ARviMwmIBEmW31lxslQ2Ds5jFp7PYAyVbr483vdm3bLfOCnrhuMEkcZ8sc0YtRk87W2Z+m52+132sT8nJjfVwWTvZpkmQxN0qptsGSuU+1cpR+vb3y3mqQ/UVEBSy9UHNsaysvsGWKnqtqtB9/W4FmhqBbzn+ctY4PrevLbjquBz2bOvNc+TU9+THUrGKV+uAcf1RVpIB2jdew7Sus5yVp77M84omSyZH0ER2/gPMADMAD68t2Xjt0ya5ctAMv6zH9Dg9RM42TAEa34MuBZoCjYov+CwugGT2fIeGbdEHXEez6ILDfE6slqCJ8qcM+6yURlzZpn45Kw6G5Lv1eeTvZvB0+ZlbEeeygrthEVaNwNVz89+2FKyU8q1yvYxxyxjxlqDSJ/Ua819avelMkZ1DGuxHUiLHeljl5bdv/W/fld3VAUSLfDUal+1rbWul999z7CvkaiyStZjH/NUy5sgp/alCsqGjLAhMJTM007012jwpAggBCMM0MY9IeZeMmeRLArHCpIY6J0pZvByggxBQ4Idz8sKSxdTpVydvcYMOYFUVlq679jv88AiAUxkhgAWsks5RV/QV1+AuZm8RzJngCnL53PzzT3qFMsKcvjArJmd3cYja4UkuKVuuW8CXUQ2CgbLHE/WBccAutK9mOkLdIvOcujKMtZnt6VFz7fcEO47MTJKy643g6rNSYsNGcPGeGyf9AGrsb9b3y1A1wJEresmy5LH9j1nCzD2Pc9JelIvtMrcZ4C1mKwWAKzX30nfqIBtGRjcEXgSEPDNIMvAy1IjuugESC4ZIiiQRZE1ku3JiHmumTmWEO/lx6SZPqCxODk7ApEtoSy4s2RquIYArloXXJv7A3AoN+dxL87lvwHWllv3nGyXItvlcwqSkFZgN/cEEHGNTOeQtKyxThzDscaetQIQdc8JgARTHuNz8LyySFxLwMZvgKSsWlKcOTtvLwxkJ1YZYl2msEpTGZuDyUD1XWvKvXaDgeoDn2MB3tCg2sdEzX1tc9IXxDwGPE2VCmC8z9jvPpDTxyglAzb1un3lq8+yb4Atzs8y5qleq4KnVpnyOafIVNC7Y/AEm6LIljBQO+U9Z4bJODnIyyTJDuW+dAs5gyzXaesKGW6vfPDMbK6YJFOGCTCk+80AaK5rrBNAj2+zhyMAj7qunCBDMGggt4DRwGpdlc5i49tM5UjmqLKczMLjG2BkjFKyaDyT6+7k2n6I4Ig6oywCG67l/QwY97mNKfNeGagvQK7TdtM9W9/DLLsjOwFSU/fv9P6r3mPqtcaUYaflTAXdGkT6rrFMEVfFv1NLepbVpDIfywbsPGfqfVrf/l7VaEISeLRihvqu1eofQ+Xsu9a+nhlyU6QCvTHlz/OGXIx9/3eFeWIwFigIZAQfuulc9JdBWdAEO0PiR/a71IjsiAvpss/p+QKedCVxLQZ42CMH/KxAH9pAbBkcruv0fNgUxOt6TQAb1/rKV77SHU/ST8pFagBn7LlEDMcmsGO/ri8ZnWRpXOrFQHYkl60RUJHck2uTDBTWyjLqYuPesnkZWyVgE9Bk7JnAT9BlwDupJrh/Mmm5Fp7gyXtn7Jpgbs4w/vMFnFZhmg4F4DSFeaqWfd3fN+DOAOrQkdbgv4yVWTZgL2N86v1a1xkDYvKeLSDTxwzV67YYqT5ZNFitPtfdWDA1dM1axvrc+b+eN9SnlgHntbjtBCi5TgyAyIFZZgOXlw8oQ8PHzOHJaiTTgQsQcdB2UDc42tlmABvBgi403YIZ82TMEJLLt3BNAZzAC1Dhmn0cIzuWzyGo0X3Fxxip2gA51lQMnudsNVktWTIAHnXDt6CHejSfE79l56hbX3KmgBD41JwaJgeVYbJurSvjz8yuy3HGbDnzRIZRsJsJPGfZXaA0ZJ0uu85O9h3KAGon+/OYIZfdmOu0jlvmcpll8zI0yPYN/vVdVcl32AdIlrFNQ8As75uDfgsAjHHbLdvWd708vrU9v+tvpJ7TAj5TDMd6XB/LlEyTv9Ojs/a17YzfMdibbV/72te2EzLyn2SVABEBgtm9+WSwM6KrSZBSXWyZHoHBmuBv7sv9GOBzyn/mMkpXkwHXDPiCkcyDpIsN9kcwYdJLGTWBoevhCa5cSobyuJyLz2eySVkoPoInQKKMEteSbXL5E9ks0wn4bPz2HskIJVjKWYCWGTGmywD/XLZFZpD/gsEEaB5v3eWsx1k2K6uChlWuOeX4Qxk4TSlbn+IfyxZV4NUanFdlrWbZubQYhwRGY/ITDbULv4c+feUaU+48tj7LMiatDzjVZ6pS9/0spv1PZZ5aQGlZXxrbf/v6nPsqaNoYeDrb2c62PSibLBEBbAA8DA6XXZL5kbGw8mSPPDYRoLFRigBH8CLjZAyR53Ke0+jTdZX/ZZpy4UdjhQQ3Bm/X9PxKnQlnQDXgQ8CVsVt2Pl2aZiPPNXayUVkG7s05uj49xjgxX771jAgS8/iMG8ukoIJKk4G6oriMkq5ZgZnr/ljnArhZNiOrgJUp0sdqDFmNdUBRMr7QYysrmX0123y9ttdvWc95jZbS9/gWI9pS3pkWxH5r2bxXH1NUB4i8VmsAWeba6ZO5j21ehpimvm3LGKG+Y5YBlqEy9gGAlvSxQOsCT63nRfqYp/q7Sl+dDemoapS4LQFT9sUWOB7at1bwdNRRR3UD7Je+9KVtJgkBOLAMCQvvwgYxEMOspDssZ7i5OC/nf/WrX91+QGOBEJkNF6sV8HAPJNMfGMjtWm+yQ1aErFOuYZR5nkxLQNA2ZSDuCABlXBLHpMKWufGFcS7gUcDDNZytJmhy9p1MGR9BUDYQ47CoPxJs8kx8BDYyZ+l+FMDJoOV1MzmZSw4I4CwD74x69jhnSyYyd/ajwessvjxlAcVZ9p4so8VbSjTBRl4j+0fud7vuZQF+tUorqGop0QQ4eW4CmArs8jrVEKpgCdEASnd4qyxap3nvVpnG1v8se0OyDQ8BjSrZJocAwNhrjgXbQ4xl7cP5yb6wCmhq3UvpY56mylBdtkDZEHDK/cvYuikyGjwBigQIupZyMdqcum9B0+2kMpKJSbeZ+Z6ctZfrrDlgp/Kt8Tr8d921nEYvoNAFp3gthf0AJo+XeamLBSeQyOzdXk9XWwZzW1e+wGSAjHny5dmodZEZVK57LVeBziVWcgBqLU6ZKD2XYxHc5QzBfFcOSLnUi7FgU+jNWbbWojzcPnTOTu63zKKzXbjNNlYHgqqkKitUgUy2/8oC9T1XS2GnZPu0T+XAUb/zObMP1EGoVS7BVuodn2fqOxgCtbPsDmAac87QQL0OFrgeU3Mp1XbSAmn1f+s5W8f2laEliwG32DIwOeb6fdes5e5joPoMm1onqQ/WDp6OP/74bTcXIqNEPBKDq4yFgeEM/IAbAYJuIhSNMT5mwoa5Mb+RwIrr6B6E3eL6CSjyIWFPYGqyYtgvK5Uz33I9PI/nWFIVeC/uAxgzXkjlni437pmpDNJ1yDEuqGtdmRqggidnBiICGcpsugTXDTS9QLopTd6ZwFJWrDU4sN9UBTyf6SYEeLlkjPfh/gbEO7B5z1k2JwejfluApsa2VZBujKHnJIOsclKRCfRtk9V4yHNaZRpSblUpZzk15JKFrrnK+hLP5r567xa4S8NjKoCa+9TuS2sAXQbW/b/T97XMxZSsSIL6FnCqbFmWuRrTua+vTWc51vF8VabcpwXAWu+j/rf/Za7C/O82Q3DqknJrA0856CMMoA68SLI+vuic6ab1xz5dZ6nQkuLX9aRryvO8Zj5sMjzGV8mMZC6mzCiOJGuWAMPjEK6RsU8GbZs8U/ef5c+YpRxQEoz4jA401lEyTL7YDIZPAJrsm/fMmYGIdWj5TWlgWbOMGSzXOkb2zkabMW+zbEaWWaNTGKidMBhp5WUbyIkd6e5CWoo8B4Rllm6LEar7h56xskeI3/anOmgmm9oagPIZ8p4tJmAKi9H3DLPsjiwDTUqfe6pP+tp4CzANAafU/an/vW7OWO8DTrUcQ8fUZ8h7LXvufT2xRGPKNOZaY0Btnl/vJ1hSElBtlHnyorp8zCwuA6VrRxBgTI0uMZWtg6+uKcSYIBWei9xaAQaIG9jN9ZwV5rX5EGvkjDx+U8ajjz76AOuZ385849owSC7lwjUEW7q3AB0yNJwLa8Mnl4MRVAnccr27BH0+r0kmZXtksWTY+M8xMHk8h7MIzYXFPpg2mSTK7nux3jjP2XUG58sYsc3nsUPmQsGyV3ycjScAMxZtqktilp3JJgfWZUopwbrftk2+iXmkPdFuaWf0u1w6qbrdk5FpDVo1MWstVwVlLaXsYOO9HWQ0KjzevmAfyJQdLUCGVGDnc7k9XenV3VKfZadun1l2Jhri+T7re68gYIrkdYeAUwuYpdHteOoYglSjOGN56+ocQ6zUsvIvA0z7Gh+kL2bQ775yVQDZOn/ICKv1WkFTGoB+b5R58qIyHA7aacl1Fwx3XSrLWhmCDgtf9+VDqoid0efAz32NTxJICDCcfm9eJNd5k1Wx4uw8WtGZyylRP5JxQOkKyHihGtCeDSg7oQORnQPAZ92mRZ+uvnRXZgxHImfLkCkbkgUTTOnS7LMWskHW2I/q1phlvTKk0IYYl6FjxyjJvuvnJxU6ihzwRB9zCSaz8LusUVWMVfll/0dkP4eeN8/rO66CNLe1ZsbZvh1w8ti8Vl4H6StnLdeyQbPPqp5l89IazPtkzMC67D0uA0z5Pz0CGsg5E9rxQ09GMr+27xqPV595WZkruM/+sa8xZuS+9BjVsTDHwCH2L49v9ZM+w69Vz0PAzc9GmCeBgrE3skMCBZWe1mjSjDl93gV1iQc67rjjtq8pEENkOETTPjSWrRQ757m4rZXMvbkWZZOBEoQYzE5OJte6cxYb9+Jc7q8LUADo8wqOHBgyD1MGn7PfQUMAmaAL0d0Jg8O9sdy5HkH5WO6UH/DHzD/yaDko5Zp3lMuYJ4O4tfI5hueUrbN+zClF+Zg9KWPg+R6X2c99h5RdNs0YrlkODelTjn3gKpVYjZ2zzdNGz3KWs3Txisye1eqVFaUdm7Wf/xopiG0njQLbXWVxUlnXsmWZk3VN4ONMUo09+6P9HNFIybUr07ioxoP3rjN3vb+DhIZLNbr6vmc5OJIDebb1KYB2DEOTxy0DLNkOjfdlDEP31kk/JmR2XMsQlT5AsC6wvq8Rk2UfdpKTKXfMX+j9NbByzOybhFLZ3iQElgEopdZDuu3UTxthnuoisRYkF+StDFI+ZDZQ45Qq1VeRqWChTmVOH3CiX+/hMjGc7/IkBnMn2EIyaNXtPmfGJg1RkAme8gVbV/l8LaSbOaPM0M6glO4/n9X4EmfIZV3lbEDF+zp4mAAz0X6+T+s3G62dUACd6SBmOfjAZ8y2qQCq/m+1/bQaBeeIhogpTfikO6zqCa/Xsv7z+KFnaFnESLK1HpsxThp7urVbx9dByLKk/hmqq3yOmXna2zKFlcn9+Q5bTEyLURkCXC22MxkdQ2CMsU0XdHpQaoB4q+xjpO/ZWpKsmeEshn+YXFsDxolh9r2MJa59r2XQDbHPQ++p9X6n9sFJCwM7qPItwrWSqJRc5kNwQ2Xol5VNQlGZXDMDrQU2WoCek4v9It5L5sgK9J68CBgbmJVznOMc2ygXMaElDAz3Jb+TVqT3crac7q1MC5ADhnmTZKGcnWaeKrOgA4aSgbMBKLJErKuHNX/+85+/Y4YoIx/qy/qmLnk+ZgcKLK0zZxWm1WvGdOlez2E/97Xs1qUz/awTxESivC/uT66vDKyfZW9K3wAwVpGmwk5go6UrI6mrnnbON9Yxx9BenKnJ8TCpgnwHASTjNPJedQDpe5ZqqORx1QiSzSZXGcDpSle60tZlLnOZrj/RH2DJyCdHv4M5o+2zrRqISLK6uk2SkVJXjAFOszFycKVvQJ1yPjLkyqrHV1BVz62GuGOQK3wIohxrzAUoMeGYZ/vPSR1jn3GobS56dEYFTegBxl0YasY38xe66gjjJZ4ovl1Tlm9JFsGUYTduzzyGU0BUEi076XejwVOyPxlnk+6bluWYx/o/Z9vpFsrrq5SVnOGWzJP/VVAJpkwNUNG7dLzuONMn1Fl4yXrlMcnUZINOZZpTlRGP8dp9nTQtiwRCxnJ5PxoWnQXRAnGmHo0UMdN7slZSqT57pUIrI+bH2XX5XLOy36yMVQhjLeNVAJTtqm6zf7gEk+tMakzJUNJ+aT+2Sdptq90sY5WW1cMYRqoel24RFw6XPfM/Ch5ApWskl2cyFMDnUgdYN0PlH8s8zX1s92WoP+V7GgN4x/TfOj61ypPeiUyz4VjBNzqdb5MoOzlIAFWNixZj2tcG67OOBYi1n+m6o9+gE5wdz/gimOJY9AliHKUeGJ+bY2q89DLmF2n1uTHn7Rg8weIIUHgRKhCZDR82GSB9swIiUbGVZlZwlawz57Bc/Y84Cw0LMGeCWal+qHQsXQNZeSkuzmuFSR2auRuLU+rQ5+I4kS3HOcONa/HbF226Br4FLoKdDOh2ZpwNO4P42I/FbnyFGdpV4LBRghb+s0zO5z73ua1//ud/7upHBW6jvNCFLtS9h3/913/tymy96xPnGOpGVwqSMSeUST+0PnXuo8+d5yKebBXrbJbxss6Bc4xFXfcl3V/dYMbr5SQF3eP2F7fRjs93vvN1bch2CLOT8YwJuNIwaQH7Vrlze6bcQPKaObuUvoC1++lPf7p7FvoVH6xk+hn6Dkv5wx/+8NaLXvSi7lj6JufCWnHc5S53ue46r3rVq7rVEmrMZl/w6RBwmgHT3pIp7ymZ2hYL2jq+9e059rX8jzhO0decXJTjmmOsYEQDJ115ydisosv39WTmHgoId4ymfxm/pafHeNwvfOEL3TH8zpheZ6TjUTI+yvErk0Wv8gyel5PD1h4wni+zTsOviqIyGVps/JZJydkEeU4yMCq8FuuRLyobl5WpLzUzc3tdA8hdrFh2KcufCtxt+eyIDSRnP3g/r1mD4Or0ZetRYEpDofHIFNm4+KDUdT3yn9+6TW2QLhPjdasrpMZvub0mIHUQqkyjbNcse1OG2JkpAMptLYZUXWAfo11o/Dj1X8VoDBRGgi7/NMSWPUu232VM1DJL1P0aXhg2BraaONfFz1nkHBe1xp4TVAyUB2zR1zLOcAxDODQg5/PNfWxvyBRmtO+Y/M7r1t+tNpAeDr0rhsZkX5OBcnyjr+mhqDFE2U/GAqixwH7RiOdVV0hUZHoQ+xbnoCOMTzbFjoyvLHFigqy3VYHg1OdbKVVBgpdM7pizz4xr8kWhWHmBDPp88qE5xgryNwJw4L/K132ZisC4pIxnQEkDHlDOWLeyK5wnytVnjPIT0HGczJKL5Bq3hPhbpgzhmxeO8jS2SXAoIvZlE1eVL1rKUWub8vLMAhR+YxGbU0oW72IXu1hXBmJHYMz4feELX7gDULBBBg9iJbPNDubsSK7NuZQ3E4myXT90As7M+u67nRX6oSP1XU0FTq20GxoH9m/aLu2JPoaLiz5If0F5n/3sZ98GIRzLNo+ljcKwqkyNd2rR6Rmb4PY+2l2joRoq2Z5T13zmM5/pmFwVuUDpale7WgeS6C88F/sueMELdjqMPqebxBmz6jrLo67JwSrruuUOqftn2T2p72eILRrrIvK4ZHpa77ZlTCfgytgewyicEc5YwjdjDG2O/ofIQJkXkXZcXXnLntX9LeNjXyOVh+Xzd64Sop6gzzN2UR7GYDwrjE2On3o1BF56eI499thOZ2DsZAhAi/0aI30M4ZTxbTR4ygu3bpbUu/uQOu2zUmNWVM7qalHuvsRkoWrgaSLwdOMZOJ1xVl5Ha9OGKJpPZindkdmw64urCt0GljFG6ZLIKc0ZvyX4pOwZF8YgxDO5Jh2DEQ2PD0odoWHmzDvL570Eu32AODuw7KCMU3aOWQ5tGQukfOc51b6yrhkfiLgskZMYjCNy4gSGDNcw9UiCjGWAr+qglFSGyRq3BkZ1jIZR5nvjo3vAvsYzUG4UvstJocAFT6nHsh8N1XEf0zQErGbZnNT6XtVQbLXZ/OS96nfftXLig6CdfRIPzrJLD4ueCX7TJ3M2Wyax3Qljs69R7hwjcjzTQyUpIkNmbjiZM8Rxx/AgxmnB4Ni42779y+p67eDJIC6ZIDNzJwhxbTtpfBkPlA7nuP6clWKcBNegYhj4M9+KbJHr6ck4yfCoII2bojzMkBEE8Z9r6v/lGACIdKbUIPdyJgAI3mj/XBA3F9F1xiDghmuCntPtp/vL53CmmzmmVLY8fwI+hefkHK7PR/+25XZNPbZTXq7Bc1MmMqq7bp3Px73oPA4ClJdjuQ6gS7bAmDJnQ2a+Dq7hfWsQ8SyHnoxVmDWPWc7YyWNU5AIhlLZtXFeYTOpFLnKRrr3R9uhnxDnAtrYYqLFAL8MINEgEdGkV1+enX6l/+NA30BFYwBmvQX888sgju/KjU9An//Vf/9X9pt848xYxvrAG6Q49wwyUDq5UgFPBTn4PMU91f45T2VYFE2OkTrbSdadnxdUyBCLGv/JNW6Zdu3IFsXl8O45k+pCp4GHRIFNa+3KFDt1wzrLTU2X8lmM8/9PlZ5hNEhRpsCwr+1D/GjLI1prnqUXRJY2XykL0S6VQUQIwJGeASU2qwPgYBJez6jLBVlaW8T++FO+dM/sUG59xQYI8lTwi1ZguhWRu8hq6u5B0b+SL9Tlrxu98admRDKbPhYcFrZbH59Z9ADgyhYHANhuYz6JP2aA7ryE4tJGnZSJYWhafMsvuSEtR9CmPlvKfcs06mxapzHD2YdqYVi7AyBg+vjUW7NMcx29d7GPSX6wCNFrMTtUd9k36AqBOJlowZ8oRjTn6C+XW4BOoaTHXpR76GIeh55pB1ealz1UzBJz62MJ6bD0nrz2GXawgLu+RY4uGC78dOyUlnGzl5CE9MXVc2ykDtSjly2tl3C+/1QH0MXSAE7ByjFfv5LM4Ri4DuK0yKauyVTsCT7ATqQhFuFYMPkz8mQ7IMjQOyNLZsijmGUplK0vDC6eCjZEy14MNIZNqmevCGXECLT4Gq3I+ZaOBOUUSxc45zATKWCZjhZwZ9OUvf7krn0n0fCmCOwYEnyezpHoMv1GyutFcP8syZgZiZ+8hbsdFgMiGHX/88V29WY8wT6Dyc53rXF05fdb//M//3B6cEOvX+C7ZP2OkKBdWt6DQzNBZbtmvKTMSZtmc9AEjAW+m16iKJd25eW7fbLs0lmSa8ljvKVBnP32Htslvk1HShryGmfVpg7TjL37xi13bNsdaljWVccvStLwuv5RLD9VypkGQhoKB31wDC/0DH/hA9wzOciXmyRmE9EWE/vj5z3++G5Qqw5B1pz6o4GkICM/AafekMkTLBuc+9ilBUXUdtwb3dInXfa0yZDtORspZ43qA7GvMDHVFABko+hieCvQ7ut9xKO/r7z5X5qIku6110DrHezh+OylKEMd4yhjk2rGIRIU5oRyHNWxafa71Lobeu5KT19YKnrTOkkbLvEVS1bww44gEMvkwDsJab1QGL5N9xkQIZpzyr6vAeARZEh/YmKBssIIDk2kaLCdt6MK7+lON8OcYFzm1kQoEE9XrqtQnm7PU6sszAFs3ZR6bSlWftG5Hg+NzpgINzmcxwJX6wsVp4KB5aThel6CNyHci66Z70WmuBu6l29FzMwXFrNgProxllIYo7T6mo2+wqAqzBcrse7RBFDPtkHaPOLHEticYx0BgO3pAENJXxvr8dVvma3NQalnvPkNOOlFxalAA5gBJGiqAKHSUU60JiJfBzoFwWTlbz9Q34Mz9bLPSAkh9v5dJ6sop76+vLdum8pgKBmQ4NexNzaPnQXeYnhnGD8SklMb15b1a98lt9RmVuq9+2z9z7UvjejWaJCKMtxVHOP6md6QFdofK2dfHsvwbYZ6sYJWfgZJpwWWuhbS2ZFtkPGSsnB1gfISKTyBhplTvZTCZEfgoZV1OmcfI+wsOuN85z3nObf+rvlaAFJajZcj1dwAhXJ9z+A1K50XT6PgI2oyrMqcUz5qgjHJoSdtwk7bkt4wZ/wVYNhxdncY7HXPMMdsgCov3LW95y3aMFc9kp9D1gMgMZtoG60AgxXlcM33mZGfXnSrw0kKflfrelUzc6vuWWVXh2FfTekXS7dxnlfdZnPVYsx5zDH2HfmbuMtoYbZR7yQ4j/CZYmz6VDJT37QMnliODz/NY99cJJzlIONPVfDL0L2f8sB0dYCZ1jkXhA64yqZ+S6Vuynuog1bLa+xiHWXZHWvVewUKC8Jy4lO8zDfkWEMr79X33GTKOkbY5x1a9OXgfaMeMJ8Y/0XaJgaL9UlYMbphVPCPGKuc4PhSmsWgwUH3PkeSAKXkQ3YeOyZSPfpc5Ex1/MGTQJ5mXcYh5GmKckn3Oz1QZDZ7qjDOUoWkAkk1pNTr3a6XVDOO8XDNnZ6S+9zSmwAB1USjnuYaW0+8FLAq/jVfgfJc5Mc07SlFlm0utCMxMUaBrUNelDIz/DSI3dX5XuZFmwUaAZKC8geaydnysS6lJj6XRAIJMUsh5BK1ahly0VwYwO4MBdwIhyuwzmUhNt4QzNaqLMd/rLJuRoQGzz0qt35nt21wqSAZBV8sNaTFLFTgpQ5Q+nwwAp72h0I27c5KHSp399H/Oo22bC6ouwVCVXAIUn88y5LOky0x3fx5jfahLOB7XhmEBDEosZK7Bl5NU7Fe1f6T1WweXHFjy+FqfM3jarNQ6bo1fbq/vp05SyDyC2a8yfhRpDfh9wKNVptym0Swgoe2yzzVM9T6g180TaIiLJIjg3+sMAb2+OqygLr9zv+O49SKTJNuEES/Ti9i/AFVJklQ95vWrpBFVddeQEbhW8OSgbjCyg7MPjm/V6YTmZNLl5CK9uqGMacoAcCsP4Vz9uF5PcGV2YGM6RNy6uTjXCvd+KGwqX9+vCpprgLp5Jq4jeMlcVK7XpZsuG6uxUTxHWgF2IJ/Pc1JBO1Mik1n60a/r/3we/xtPlg1ftyTHuLQLjVGgKLh0qqjvRBdnxmTpdsmge92JrUFslr0jKinzmxkbl9aqM+PMPGwfzbxOLUbK331WMfvsxypT+ylgxABR3cwCfZQ7cXu48PiPkne9uQqm6rPmgJXbExD6TMlu9wHBerwAUKvZuKqsB2ek6u5OQ7IC01bfabFNPtcsm5Mhlm/Ivep7zJU09CTI+NseZOyN3a3rtaWRskr5E5AYb8h4x7hmbjXEUBu+ieHT20JfZBw0Lpg+WoFUX3+v/bCPkUo22/HQ9u14Q93p1VGHGCqUa7umnuqTFjiqaXkyDYLeFu+7VvBkZk8/zvIyuaO5hmBGADnGJ/HQun0EFIIUl2HRbaWi4KVyDxRnzlDTIpSxyoScbjeNgdfTOpRyJ07BF8q9DQa3UbNfAOX5TgWV/TGhpoBG9x4fU8lnA8gMqTlQmU4AS9Z0BlrpJhNM9ijfQ7JZqWQppyCIbQJDKVPBnq4+G3PGOmWMlddO5lBwOcvBZ6H6LFXbK32J9pXtnvdrMlgZZPuSv9PiRsyvktJimnNCQVrefAOGaPsAOc7FfWcskUAKHZJgPl2AQ0xMDmotNqE+T+v8NGLyej5XBtc7KNp/jQnNusny5D2qGy8HT8/zXnN84WZlqD1ku2mxFrb1XLPNZbW8tmBab0EGQieYyHu1YmeHyi8YQQRmpp2hP3Ev3WACJhfrZZugyjAcDfPKQGU5FyMAVEo+U3Vnc0/jiavrM/uauqsy0q16ymu0AJRen8xDp+dp7eAJZCooSRrdgGRBgSwQItthGgA+KkWDmzkeBW4wKdei8XEueZc4zv82PpkY2SsHetkaG7RAh3s4c497WYF1VXSOY5YNA4v0pi+JY82pBOgD2AEUbbhpAeQMAa6rVWqckS/N+6Z7Q1CkMqa8Pk9azqJmwaJlkNLUtZiBd2ZXp5GY4M/rODgKnBAGNt9VfjtjapbdlSHLL0Vwi1I0zoiP7YD2IShHifLOadO8d/ObadAIpvqo/LQuq/WcRopsr7nYaJ+0RQAVOZWcBUv7okwyvZSbvuZsIZlvBwnLlrFRQ7MIU1p0fQWEHpOAMgPRk0GwruyjyU5l3bXcPxo7Gky8D+qD75l92pz0MX4tabFOudC8RgDjhPuQNP5N0UFbcdyTTRkTCN0qU7Yxx2evTUyToSn0MTxEeo2cjW6/4zf9kW/6qrrAme1eu6baWQwAmGUGTDUe7GfVCEqwVPtQBWwVKCUmMIQhXZnGhZHrcSPME5WKONhWi1RkrcXrA8veqGSSKkNJ+iJU6FpyHE8j1A3HfgCcyR2lxhHzO6m4qAyu7fR+GjRALGODHEyk530BACKVo3FSlsXAcixmaFGDuDP5p2Xw3jwr9+b6dhLzV9l4BFWppM0n46K8MlMJ5mwYskLZAQVPrselT1yULUNm4sK0GmTUjPVy0UnYC62sGTztrlRFVRVQiuyg7jA+roHo8ZnXjPZj0DZAhfZoIsgEPy2LWEYmWZOc8eb9VL660KXnDb7GWKFfCRgsN9txJ/AsLppds4LnPRWfteU+y7L3MUB910qjy+vJLOeSTnkPt9UYEI/REjbHFO+KhJw8P8Ay186bZf2yjM30d4Jt273MhZN9BCjqT493Mg9txT7GMRnHo1s4Y3mqyyzLW8FJAnlEI1hDyUST9HXK6HhGH6TsbGP841kAXHpaEI2TNAIWAWSWAU/PqWXOsvedO6T7kiGs4NZ+lR4XUyHxbc5DZ89O7Wujj8yZW4k+ZU18+WbHNhAs0Z+DMedzHgpa8IAkK8V2173R32kMlQHaAjHBE/t1a/HyuacVZayUgbSp6AVmlt8VngUR3MPkm74EFDzCAAOwct2ejLvSnWeslDlvAHaUx6zKvDwD6V0XTNZLRs5ZhcZ9CUgzi7kAtuWjlk1Il6QNhzoSRFHfsmVsFxByHDMWZbJm8LRZWcYuDZ2TYEUlTftNxtPV2GUu7UfmUaMd8E0bNRtwzduWoKql2FpAIkGGMRaUydQgrgivG9k+RLtFD9B3nP2mezvbfc54S0a2xZqlwq9WvtvTsKpiH6isV2UDVOLqEpW4yXBV6IInY1KMVZvB0+akxfDkvpak7kuQk4DeviYzxbWcGEXfou3Slg0BccJRLp4rSZCTfirrU8trX9SI1g0nOK8Lc6PXaWeOnY4tjDOuEwugMgZW9/7PIs6qVX+t331lHqrfBFwtoJRMc+qY7GtO4jIvI32K55XdNWxGxnCsjO6VDvy65lRKvmDZIaZCOvBLQao4pMmMc0J5Wgm6wwQKKnau67RL8z7Z2MxRQZlgf6gEGiTHY92KsG3ENsK0Bi2nM/1giWhMgCkaDmXi2Y0NUblR0dxL9xwNzHWG0pXGR1bMl849MturyB+XoUu+ZH4nflMmF3iUZjT4XMqVa1EPLdqXejK9Q85y5Hl4DgcrGpjBvPzmHOqS5yWhqO7EVQb3WdYrfe8gFagTCFy8OnOoJTjhW/edxpB9D6WJtWx8oLnSajurZROwpHuc7c7woR1p7MhAsY8+awLNXAuP+wrmaOem7FCXCBbTAtcdn/XSqsMWcOqL66vKXQtfUYGr/zLJrBavH55Vq99A+XTbJWM4y+ZlDJCq7ugETsn85JqOmSHbsdK4JJMbm2aGsYj+6vJc6T63PVfjWMm2bhs0pshcT7QpxNAXxgFnvjIWkKKGMkBeUEb2OfbYx34aICoNlFp/yea2WN0hYGVd1//V3Z4Mk54w45d8NvoV4y79CvecfS37WF0mbW3gySRcFtSbeEOnQmcMjxVlY5E9UhkY45TB3wY2p4/S6fPpqnJGn+4qGSNnvqmYM1bIa2dQqGXLsvsiMwGeL0SWTJBBI6dhsQ+3VqU1LZuNJ12GRx111DYz4HYtBERla1yYLj/dboiuTi0Nn1+gaWMC/KisDaLnOIGYgcXc28BHFx7mXPbLmM2s096RIQs0rUX7hu0H0b+fTKxKxz7Of9o3isY1sTLbrxayLKmMV0q6xtNitA2bf8yMw6kAZY1lyrTqteSNeUxjQ0Y2reNkBypb4HG5NFFrAFVvpfVvn7auMs7QetSq1yhyvU/6m/nk6FtawwKsXP9zlt2RlluptT31uzF4TmoQFGXqHPtfJhrWXSQjZeZsdL2z3lx2y7Xo+DYspA+4ZBlt3/YHk9Dq9bF/2d40rL2m47qGt/kMfxJxh3VWnvfPcd9y1PK22OsWYFLsC+qI1FOtvua4Jngyz5x9rc76n0IKjAZPIFEKK3PhQ6jgrHgpdCs006gbW5HT4zMuwoBv1+ExBoIHTwrejMXSmwa98t8lWFBKouSc4pjTSxHdECp2rWLL4DFS61q/0nw8hzEZ5z73ubcbtkqV/a4yb0ZlGwNgi+NgnDiG6/Gsgk+zGbOfJGEG02rtajXILNkZHHhyZhyMoLMsnF2RsSqUBUSevnzTTVAu/fpSoTOA2ruSoMH4N3OyyWwItLU+bS+ywzIf9rEKmugDKGDarSlFBFN1ZYFkoBI8CVY0DMw74zkAfePtdL/rhvAZvIZuOxW0edCqNawFL2PutxNOfA6NOUVQl6BPkVkS+KgP7Wu6RjRUnJnMM8lky/YawMu3/Xvua5uTdPWMqWfbdTI7mQvPccaFbTXwfaeZJ8zYVwGAbdW4XkAY4y7fta+Zvb8yrRX4J/vqmG0IipOnHKsc2ykX5eebe9EPc+F4F8L+4X4GShBVWaU0rjIzuIZKNV6yvOmq8zsZJkGfekuj0L5GH7N/0Q8FT/Y1DRQkPUT1GdYCnix0vmwbk0rJXA11ymHmeOC/gXMqHV+stKSMiWhdS64GqxtHlUHaNADzWjj4u36e9GUGXouKa7CZFrjslLMPEiTamGr8SDYE0bvPaF3xrYI0mM/cT9ap5efFa8kYu6W7TuWa7yNjWnwXNhitH2laxQDCTHNg/XutamnPsjcl2WFncZoyhHYoc6kCT5e6/ctYOkQLWjbFBLIaFC6ZZGyUs3uqZdpyhdhfnHXkjFjd97ZvYwIFYAIZhHs5iOSEiYwVyXsJupwZa1lNFJtLOKng041nH7N/2acy7EAwhX5CeVNnMg0yT27L9Tyd4eqgMPe1zUodnPti3XL88v070DqeaIQLvjU0jVt1rKBvOdBne/F9O1PWY3TxMv4YSuHYY8qRBPxJNFh22R31gUQF46LB7tzLvuW3IqOj2+8nJeVOgjb7SeaQ06iyjPY/v3OJmNRfiSESPJmTye+MGcy+5kxj6s9loNR1soItl+tawVMqTxVsvhxeojlcVAQ2KuOM+PDSYFKcieAAbYWnUnLdG65p8KTJOrmnAej+VxnCBBlrpduB6dFOv04lq6WQlKoxRAIzjgHxUx4COWHEeA6Wb/Bl6BIRdOg2SX+4Uz+JH2E715FSdJV2GrMgR/AlWrZ+DE63nFozFQAmWsePTTmNFeE5uG8G6Rs46ICVgMlGlu9nlr0ptkEVusyRClFXuO2GtmbMjfFPGgi6y1OhZlZ/2jTtVvDENmLk2G+sYrrKkNQbuhRUuiaglPVxxo/GlgrTMjq5JBU135lUL10ClYmyLQuiTMjpulup2B00HehkYtP6tUw50xVWF8WtNawyNzdQGpvIWBZklp1L6rNl9V4BFOJgn+OKAdouuG5ISQ1QRgfz/nXZut3jvYeML0YJcUcGcfNNKgJjbu0zObuzxkA57pkuQTAnYNe9l/nXnERkHTjO/u/+/iGIsry2Zfu9aXHsY8YqG4crk+YYI87I96L+cYyWDMhvyuwkM/MzygQ7riX54/iWoTsbcdsZO1SDvqpiNO7AQrovz7NxSKH7YjOmwBdtIHPG9KjQlWqdGfiWis4XZnyQ00ONR6rPlw2Rbd4vY7PSHeHMmWxkis+mhaFLQRRtEK9sgIBGqjNn6rDdZWBSYcuSeX/LloF07KOR8TH1QtanDdYgV33BWlmydlPQ+SyblVTkKcnO5sCv9SnYyNgn4xFlQXU16YayXWoc+NF61Cq2jaYLPt33GYfkd85U0uDKxbgzP4tpGHQlqz8yV5qMdot5Sss8+4sxgFrWAj/BnfeRXU+WPfu31rCDDwqdPqcLkrK7tFTGcdaBO0HmnOtpM9LHOFU2vyUVQOU2B+OM00Mcy9SttAXamUumCFqyfchI2kZlJ01H44xVzseQSZdadaH7XPY5+5iGkGXkGPuY7VxdordkEctApYGSYyniTPEkLDSIdJvrMpP00NuUjFOWX8JCI0QXueOazHh6sLK/ei3fUb7DjSzPknEKdnorwQ7ucioWXmpO5WOWbwPjEJGgStmZb1QMDy1YkEYnNgdlZJZUFZIKzwDMtLzN2aTF/LnPfa471uey4TsFGnYoKVqZJZOc+VIcgLQgjOGwYSW1a7wSolXPizMRnrFbAkoteQcurRP9zplDy7T8NgSnfssYWv8sgSGDJ2Usfel55vjIJJkyZq2Yj1n2HnBye53plgn7kLpYtcoIVpL3T+4T2if/ZTkzV5urBaTlSvvn+sTp8Ztv+h3tRxdDBSf2BwcXrVJnIrnYtbFPzpQRPNU4pQQ4aQXXe7pdSVd31p0GVboMZRsEZIIgE+waDK4rwYHIa/quWkrbwchBeAZPmxH1Zb53JMGAkv/TGEkd73cCYtsg3ouMR9Vlbp/TE8H45gQfZ+rp4SBuJwEIfYo+9qUvfanrK5/97Ge7vuACwfY1nyfdkY6HXB+2mP8w0HzbhjmWMtiXEIHTKff3PfuBIvNaGSjJAAFbxiim20/wlHUqsSKWSBCVdWdIQXV55/vI7dXVOEVWSiDiA9rYBFNpjdmwbDzVB2sDSEuuxkYJfgyg8yUZU1Ebb/dAcf90W2m1ChZoXOlSEKlb8dkJBE8OGnXGng2qZmLlRfrfayC8ZFmmdIUYN1XdDLrUXNrGOrcjIjljQPTue9Ia97icTZWdKQfdbGSWR0VTZ1PNsnlglP/r9rqtJa3BIM8TSBjvY3yg8VH2WcGT5/JJ5jINIZQkAwTH0DcMns2AU67tOcbhtWbJen+Vr8aCQEblJwOrYeLAlVZwBppXZryCpzrYIEn3C6q8jha7AbfGYqg7EgS13Jh+z+zuwZPKPFWQ6+/We2u59HK7bcd2oHtOQGXcsIACyfQ9AhiN4oxhZLwxZq/2tVwpAMnJRJZVtjfzuXlu9oUENPuK/rHvp7dEPeF1zXOmCKCSIbf/51juNdKoSBJAPVSfrSX1ffrZSMxTCjdVIaT7CbHC9Gk6bdAXw7kujGsiSy1XK8oVla0smRypPBkrrGLYGnMu8Q0yz1gHG7CgCWTNNbmHL4IX+oUvfGF7PTnp/3T7iWoz6DqDq3meY445Zns7SpO8SAixHw48yUAZ7FcBjfVgzieD3VT6xnxkR2Ab4nNnY8uAWqlYRPeILlI7iu/Yhm/+Kt0vWvmzbEZUrA7WtZMnmG25elLZpHtNsV0jGS9om2S/2fGxlo0lgIHiP78z9oD/6VpzdiypOLiuuZiOP/74ru0QK+iai9L+qZhp27ZTXfcaAMZZ2JbN4+bx6UJLA8fBJusgjQbbf1WgyUDlIJl1qxvePubMOa3hdPnVd1VjsPJ/naE4y+ZEvSu48X8yNpV5qt99BkwyUYht1NUuHPQZJ/hNHBPthjhVWCjjYnXpyUQ5Y4wyMpua9nv+85+/a4/0NdlfviULkiVKoONYYdJOtjsL1uPSE3GS6EsCoWR2Mqjb/3l/Q2UEj25Lnaf3w/avoZKzacUNGl4tkNf3jvL9thi0tYEn2YaK2LTSKoqt8QzZAFXUKsWqHPI6ihWb7JTWbAZ7Z6BdltdGYlmczaDizEYpK5RKXeWbMQ6W1cEurVkaiiBPKxlJRK517GBR478MhjUXiO/AZ63gKRthDo6I9aI1L1Dz/eQ7y/pOd0VlombZjLSUdNLPKdU6bkkek/2t/s5r2CZkU53AkDNfM0eMDFAaOTkz1TQbTuCgvVbmKdtqzj6q7I/GkRNQNAYEOvaP/CQLVRlXROas6i37aa3nPAbJOK46c0pGq3W+g0XL8m0xILNstq+1+lAfcKrnDenEZFXyeum5QJwYoReE33pIzAclkHHSQjKtugCNnzKMJdOOZBygbTTH0WybAirPMWa4jq3pjsyJVzmOplGvnnAMboEnr5nnIHUSmn0r30N9Jy1MUM+px60NPIFcRXi+UFmLRKX6YBWj8VW2BqtSuaBqLTaRZqXYrUTRppnGuZ75a7Bspfr1f7KUiMDGGQO8dBA518Q6zAB1mShZFWdA5Mwb9uVsOpViLpWiH5kyHXfccdvAy0GG37BjWuhci/xQ/MZvbVwRQhl4FmcLOGBordjIfAeZP8NcWNnxrEfqzdlK6W9WZKIoi+5V82212I5Z1iuZ6qLFMNluq3WVv1VUafVWJZHvXAOgKnXaCrEUtGfaCzNljT2iPbtmpDPHnM6c2cul1M3NRMxjxjwJNATruBpkm5E6WcPtDgZp0GRiXacwy+xq6QpoBDp5nnVnEK2z+9KNZz1ZXiefmB4hDTUzOyd7JQBMptc6rwaa5Ztlc7LKAFr70RC4UnKQR2R1HEcdFx0vYaKIzTUvmLG8xj4xZvFtOIrxdsYLc13YX+OLnXUry+pYbIqQBDyU0XAZ80IJgJKhPWnMfMMTZPyxkyIER3ycQJaGReodPtWj0YpBEzxZb27L9CrWbd87SSYwGd8pMho8JTpMVmKI0vShVZDu85z0h3psReVWcA4OSa860Fh5ABdemEHPuhZlbpyhYBCcjSZjnSiHsQqiepWdSjiZsKRjMz7DmC73a2VridfGkM8sIGrltspgPLepnDO+zDpLhF791OnabLmNfG47ebWiZ9kdqeB2mbKuIKie11ImresluyLwFoSrCHVnm7xShgrJtqLSTAs604Skfkkm1H6cbnLLax80BtC+52w7BwL7Ir/rTN0cOJIBSkY7mauUfFaOTzCY7FSe5zY/lV1qMRuzwbJZqf2ij0kaAllD4KvV9xJ4pWsKUYdn1nvjck0kS78zntc275jluOHMURlg9id4MjdbHSNs+63xIrP3n3T//RHXm80Z4j6710hmqgKYWj8tZjzdqsvY4Kz7FmNf2aepMmltOySnEdeYCV1bzgiTndI6dNkRK8DcD3zrTvKaSdk5mJu3wYZRX6i/9fUab0UjI6dGZgs3+Brkzr1knFw6RbYI5sdYjryes4FUzk5RTsrT/6l8kUT0bIfh8Xxn9TkL0Gdz6Qo/6V5IV6AzAolNsRHL+Dmd3JmJuQhlumE8Xv+yHZdpsMZzzQBqc5JguRVYXLdXqykBcQLoVNYZ9zCkSJIRRpxJJ+igzX7605/eXj+Kb+KQMv+ZM+NMwuo1BUTmaLFv076wurN919lz1Q3mMzvoGF9h2hTKLRvm1GbZV5V/Kl3zw9iX+wbEdFuk61FxoPJ430+yvVnHGVDu4ImoO2fZjCT7UOPQWoPrMgDVur5i36xtpTJRuWwReZxydrTpDBifjEn021go+1iywNn/+aj/kRxXkrjQyyHr5Ey+73znO9vGCmXORbolJHTXZ2LdJERqjF/9nSx77rfv6Wnxei6fpqEvk6ZbvoJVr90CZGsDT5VyzJcgeBK1Gli8zGefQMAHrsAgB4ak+xLJ53EyUFKfKq/Mks2xUpHObsjKzpgFKX9fvCDKe2WeJGOURPotFi19vz6vVrOujRzsrGuPye35HtymxS3o8VmsY1G/ytv60pXhu07En+9pSkDdLKuLdT5kEQ1ZTLXP9Sn51nF9lp9tNYGXoNwATicXGGMhMJHZNc4hLUkVvH2LY7WgBRS242SN7Gu2Y6TOslEvqGRzFl+yuTXWyL6W7FBfPXs/+16C3QqSsh/Vvpt1nbptloMj9f2swk7U6yUIGLqn7cT2lzPhdI3LQBmSkbnP0jjJeKQcQ/g4Rub90+VfwZNlONn+Md5rpFtaVst+VlP2tBijofpo9T0BmP2+kgo5Gaoaox6f36vIJLcdN5J1qIhR/2kGslnBMhu+NPMrMTvOVaQzqFzrSzrRl+S0xGpBZwLMBBe66cxTZGyW1jPXIvN4uhj0JWcj9N6UVwXOuSachNXKF+ZAkkkBMxiuJgAzFiqTh8qQaY3r6jCgUBeBg1k2lBygjNeQOeSe+oY5xpiuGleCZCI3LWzuAwPFPS9+8Yuv3PBmmQag0grLwbYOvLKgeV7fdXPgH6K1KzOVrlvaI5Yx7ci4KGL3jO3T6uXb3DFaycYVKrooVMj0LfqG2YEzKab9S1eGfSyNOcR+Zl82NjMVu+xUBqcjKvxlE1usa5W5sY/OfM3rtt6L29J9nttm2Zzkexk7kOZ7rAZOi1Gq0jrP7S2x/aSL2aXC8DCgp+1zjFEZV2s8Etszi3lOysjJUDI1GZSuO9vxh3v/JNbVaxndSI6jOZscqa55237GPVeGGckJIdmPvLfGXI63aQyl3msRFBtLVcBNLbxKLpmhrAwrQjYnlUY+sJ9WwFaiyJZ4fIKKeh/RcmblzrgjGR8bk8GueW+fJ9MpJB3qdFFRea0bfcQu85AWQDJOgkbPz4R6fZ076z4bm43L5/Jc8/lkbi3vkQ23BvPJEGhZzKkKNid9gCd/tyyptNJafaoq+TFS71v/p7tMdtTYJ/uIQdMcl8lznXySCi9ZII0GXeW62tO6NW7K81WAuvHta/avtMatkz4w03rmVp2rhLMv1esPXaPW7zqs4ll2Dp4qQBrzPlrH9bG8fefnd/62b9jXZFONc9WgNumxhoZGuf0ln9vrOi46FrneXQIV3XYaHj8u45pjgnWgEd+KnfI7wVMCpdovlIx5atWp165jbIKnasxkiMMUdnE0eEoa3UGZb/NHGGUvkyQgyRlg+iZNEnn00UdvB28jdXXmRMOIcUmpAK1Mrsf9QdpmJnaWXVqigofMLyMTRFloEJzHc5lBWZrUe2jFqvxzqr8NjGsy+yCDa7WSM+eSSJ/r1Rwcls+MywIYjnFWXipvGzVi1nLjTFzLSDeHg5KxVr6/BKI8v+smabV77k4p7Fn6xXfYF1dW3dqtoE4/tvsWg5Tb/U5F6bXz+vbHjFuobi3bMTPzbDe0Ww0Y9ANti3ZFW4K5dVZc9qecEm35sk5SKQv8a04mDYfqcs68UBp5Jgf1Gq36b7FBtY7SdW7/zP3J2tc6rtb7DKA2K60BVl2a/UFpgax8l9k+EiQMga9lujQN5OybOWlDMkAvgjNFYaboa3gLGLdge112SaCkkWJi10xgaR1ZdpmkRcw2dVxL4sRj03BJoOLz5OQmt7XArH0jCYVWPVl2nk+95HtNMqC+twre1gqeknKzQpPKU3HV1AOVFtPlRMWjRA3azmNqokbvmzPYusKXuCLBRS40youWmvdlIcb5OF06aVHP91wDRxM0er9UzJV5s9HkyxG8aRHoGsvnt+HklEytBu9nPWRDRHwXNSO5MV7Wq+DINZOMM0lrxvq1k3j/jDuZZf0yBpgmY2LbTcWdrFMf45RAqmXJtSzmVEYZO5HnpOvM9i9QsR/630kXrjOZLu3sK9m3LIf6QfZWRZ39Qvd1Tn6wH1d3nIq7T5HW+qx1Vt14CcJqvabSruzHzDztnrTqfug91P0tFiXj3LJ/9PXrZD0q25XS6mfqZvW07U5SgG/HGEFPrqfnRA3E/pP9LcuRY2Sd2Z0gKA0aj8/+1KqbKi0WMPFAS0+lHsvZ7Glgpt6srHM1zpbJ6FHQOBljaFTSIFliGXyoTOyodeeHl8hLAzRRSDKocrwz4Zw2SRwS1zfOwSh+c8u4np7r9nAMDAtiOnrLbH4qKU/iMnzZ1c9rBetKkHGiHLobEJeWkBXKoFmZHO7FLCQVNZKKm+PMWi4jlPmj7Bzm/uA4ZzTYiLQYEmzltHKDCnkuYlL4bfyJ7hU7XCYeNIEh6x2xj/ebDXcqQp9lmrTikFLJ2D5kgFzfMY/NNpTKTTCS331KLBmRZEuQbGsJABLA+d8ke8bO2fey/9I2nW1qf6PvOr1aS9ng2ARuLRAlOHNGXYrPY5xg30BV3RBKzoir5+R1Wu/R/37qMX2DQt89Z1mv1Pei2L7S65EsSPap2vfSoEH6Bu/si0OgK9tKEgscp/FL+RwHDUehb+CBMF43xzUXxGZMYqwwPqrqfQ13xOcXGxhf5bhdQVOVygblvSpLpNT/rRilZcCqHivYTMC1VvCkwvOF2TB0YYmAM2BZZsOXxAsCvDigy36Y0NEXlLQf+13kNpPwGVSNYja4LRcctIy53xefLsRcaFDL2GfVf5xBdb4w0wAgnmdwum5JplvL6qRFYdC95fKFpRvEsmq9G9thcKtpBbx2Mlap+B0gjMdyxemkXe3gPreNSOoXwDpm8JhlPTKkcFKxZhtS0SUTmpaX79p4NZWs3xnbh2R7TQWd7aCP3cqytmbRuk/ljj7IAUT9oXvbldddrysHrqwzrWwt6LTAawxEAj6lPnu19FusRD2mj5VqSb1/3/ueZbNS32lrn+5d26YGd/a5nPmZOjiNjOy/9X+6vlogCsnftY0lULMsjiEay7nckXpA74vl5jlzHM2PM2oRJ3s4RunlqIREfaa+vub47wdpGXatPlevV4/v62c5ZmqQrR085fRiKtCIe5S2is5KNMCTb/ab7dQZbuc5z3m2Z8LJwOSina7bJquCInT2Gddn5gD7YZm4BmBEZiZdcLJTokrTFrBPtxY5aWSGsqLNh5RrbHEv44SchcA9zXth/hvKhdhoQPtJo5rfyWev7r+q4Gtsl4OmAM/ZjTZsQZZUrgOUQBExv0cG+iZwzc5QlcscLH7wJBkXY9XI2A17m2kobCc1dUXmQ0vQlG3D+6QiSiDPNTVUcsZnjcWwL+oChqU2j5mGk/pCQyknTiiW17JXyzIVbE7N5tt4PRlX+7MDYGYYt3/a97IvIn0K2AErY5yGjh8rOz1/lnFSAU0Nv0AEA7K8MjX2ucpAVVDkfiTZ4LxXuqntV319K/8rycBKatRZpgZw2/6roeY4x3jh2quMKenGS3boJOGWo69RR0ceeWRXN8ZXZWxiEjCWuQWQqpuvsneVxbOfqsesJ++Zk6GSGfde9vUWk7Vj8FTzq5geQFClKy2XQ3CKMdugAgERNDqmKptfyReN6BaD/rOCMlbIl5BTIHnBDiLJKBmgSsBcol1fnoHfADsD2znOeKucHq2bUus3rRGztJrdnOMAUzI2SI1PcukJ6oV6E5BZ/pwhVxtbDUK1fjJWJK0IG1POAuRamSfEd5rKWhdItcyz8c2yGemztLKzs003Fv2FuEHBgBalSlJlkuBJsc3JQLlPBsf9gm0ngriAaM668RoOApkSQ0PB5Jk5VTqBTFXo1arOpSFygJLdsr+4XIUAzjQJsskyXOmGSSah9oWhd1SZhDGM0liZAdRmpfUeWyxJ9ZTQ52hTybA4TlTwpL6sLvA6QzQnM/ld+1T9tj+n9yTBU00d5HiWuQyzzTvOWS7GCMZQ76khcpIAQxoqjksmvk3m1/vV/jXE+OXv+l4yrsxjal0aRJ/B6n33WaWfrZSqADE+R6WaaeR5KEGSdCHnCqTMjqr7CJGe53gbpRUhm6LSNVbHdewAKXw4DoVuWUG+rqPl4ry+CAPGVejOSnPmgLS/qzV7TYPsfBYHKkSQZ5ZTG5edSxcbIJLztAZyCnWrgWmRG2dlh7TzmSncxutUVSQDwKVdqWeOp2MYtM52QB31oCuxgqtkEmalvjnpo7aVtDzTikpwJbvCu/SaCTJUrvbntNgQ26xtTNcZ7YN2b4b9VFQyUZlzKa+VICrTfqgzDF6V9XUSg3EUqeBrYr+qSNOY4NPHPCXTmsxr6rq+99N3/7qtMmXL+k6e6/vIiSWzrE/Upa2JCem2SoAiSJEgsG1pbPaBgWqM1nJU1snzBFGGq/g/c4nlzFT7Ws4It7/bzg2B0RjKdCCOdxrfMk+ZS3Bf9DGfyzKbv81s/nnf6pbzGbMe+gz0Cro8HvHemSuuXr8CspQEjWsHTxZchaLLKhkNC8FvKg8QxCAtmFAZGtxq4kddAiJF3HIO6FxPJe1LYdolIEmXF9tBusRTwfrYAI0NMpW8iJj7EAwtSOJeRxxxxPaK75l3RqDn82d+J5S8L9Bt0p6CKMrnqvMybIAnO4PARishV5lWMg9VtcR9VsGgafnTvWNd+FuXi4ssZzJT0+jbUWoDW6YEZlmftBQAkgq+NUCrnARP9VzTg8jeJkjKSQ3S4PZzvumb9GtjJTxHJjONCSVnzGqwpKsc0M45gif6qGtLCqJcXgKxDde6abnv0k2RsYLJKPvM2ef6BsHKVNT71oGg9f76AFS9dsbRzOBpM1INkcoitoCxAEKdrgGeC0jXYzWek+lp5T9KICcTq27WSBY0ZULmZIscpxI8aahbJme21mXH3JagsTJkhnmcYj8wclzSALPvOZ4lI1zDQ1IqW+f9xxobgkhDFtL9X4FTC7A57q8dPKnsrCBpfRRfNjQbFADh2GOPPYDaEzQBUDyOfRm9n3SiDUKa0BchsMrYI+7NPVDsaSXoejCuypgQX0wGuKnYZV04TktbBWtWcdG/lrZuN1+CoC6DW0XwAk7LIwuHJOXryxSE8dvEZZ7rOnU1mLcOIjZY68uOYrmMReE8wGku/miHFQRrNVzgAhcY3dBmGS9D1mlav1qF0OqZekJLLydxqOBs7zX7ru1FoJMWo+A702V4LyVdCSbNSwveb/tFMj+6AQF05ppRmedkkrTI1T+t9u0zeV4Fj2kYpAGSLhHZ4L53kwNqy61X750DQ8t6Vi+47iVxk/xHj7Lv137t1ya0oFnGSstVV0Fxtg9nP9vuMq2NfS3Bh4SDfSn7YsYLJcBQsv/ZbtNgsa+ly9xxIGed5rdlyglHMrJ8EnSkKywln2tftGHHQPtj9aTUOm2xvB5rn2qBV49DMtTA67T6Yz5Hxk3JrlGP6FHqmJjstcc86e4SPKn0BFRarIInk+A5u0zrCWaGF4WyzHNVWDaodAHmsizmWsqYBctUUXOiZH24VFqyRla8dKYvXTcFHxEtAeaHH354BzBIqWDFJyhzQBA85czAzM6djBPlUXFaLhkilbpWjo2P810I2DXF6sBr3eQgKHjivjByCZ64J41IcVFiU0ykO2aWzUm1lJJpRGSFEGMSTOVhvxCkJ22fy5tk21fJ1TikbDdeC5FBrhR89rGq4AUlGDhmMRa4oRNgtQROtnU+9Btd914jlb+6xX6edZezCn1mdQKShkparSYPHHo/WX85QFRXagLI1vu1TC6+je5kYXOemUSj7JvB08EFULblDMmwXfE7l7BKA8f2rb5G9AIIVBzvMh4pDYJsVzKR+T+3axjUflBd0o7ftvPMOZjPn3F8yWin5EzebPuSIUoFTvmp5etjcPskjb9klPO+yTCnfjKERfA0VkaDJwf1DES2EDYavnO1ZYT/sFPJ0Kj4sK6Mm/IFZWJHBwUeLGfiCCZU6Oma4rrG9Khc6z1EzJ6XlW8jEozIFklvcm/ABN8oeZ/JhpWWh1nAtcR9udUSNtbLleBzAEslr7tBK5V7W7e+hxwUfb50DXq/HDSTVTQ7O8dwbalhreC0/mfZjFQAXN1COeALPGzjLoitUrTP2JZ0Xwk60jLN2TlOlsj7V9dGKlVFsGRZ8xwVZAWCadUnO6qbQtCW/VWg4+Dl/dJqToCTjFS6I7Ou7ccOZtVIyOdMQ6W+j3TLtN6rAw31ZG47jRjAE9+EFWgNz/1ts1IH8tp2bHfO1HZ7xo/Sz1zbMd1zycDYtxz/6nfmRcygbq9jGfqYHP8jGgE1IDzHimSlW3o9QUvex1jYxQDotH6yHK26brFEFbzVsvS9wzwu31Eyd7K7/qc+He+m9rXR4CkRt/8FMamEDSwVhKggKKBLnsB6CABUMjaqXAsHq4tjAFlsxzLNqY/JUCGWgfvBehk3kQDFmQGi/0pNmtyTe7KfcgMiCDyXgaKSnbYqI+Q1TNhJ/Rx//PHbAwD3c6FU7y1irwsJJ72L+Jw2ioxBEajWTmPDM1cOZeXevo+sZy0J9jEQGzvGYpNdI9nvd5d5qjEts6xXWq6elvLQrWsaEMF1GiAC+eq2SzBlfIITJIzfy+nMCShUPNVKS2vcayfgyWvk5BKvRbs0D40TJBCfC6nuCz+6mZOZS1Bo+7fdJ9DxuOwT3qu+E99L6z1l9vQcPBNQIbLQ9DF0HP0NXaH1q6Hie52Z3s1JHczrdiRZi9S/tFfaC/n8dH0JhqorOQ2XPC5noboIduaRsi0ZY1yDttMYT/eXx2UQO59Mh6DhbBhMzlht6RvrIV2HSD5nSjK8WZ8tN2WL7RtibPt0ovsUn1d2ibGc9yUQ5VkwWCQOxrBck8GTuZe0BG1M5mzJCpOpQRHT+c1r5Dl5vMiP/ebNMDeTL8eXYJ4o/bSt5HdcW7BGZdT4hhpQ5+Didlxxrr/l7CH9uCb35GMwq2DEF5s5r9LlxjUc4FKJJkNn55LZy9gvrmNgn/fJwcPy12SeDkjeS9ehVn42LhsYdcfHJJ8OTrJcdTbDLJuRakUhVbmlhZb9xWSqyYoiKiy3+y1DpWJPKzgDrI2NcFuLgapsdPYZZ7SmhU5fs12qgE2DontB1tc+acB4ZX2UnBHEb1OjZKBsfqexkqySdS4wtH4RAZ0sRU40ScBKv5f51liiX2Kg0cfoazBNHKOL3Jgn/s/M0+5Jn8vId287Sxcy70kDU0CS4KCCqEy8LMurbpdAyL7nuenpqTF+SPbnNIo0xjnO/mNZ6HvOaM1ZdjU8Q7CnkfDTCFJPr1EyXZAduuBrnarDKuCq40qLhUcyxivLqXveUBln4IsJGMMAS4Kn9JTVe60NPFEROWXSAZS4HpCzQMHUBQAhAqvNB+OLlXbUlcCxABb2cw8qAtYIYfkWF6dVgXCuqeX9b2PLytRVxbW1CkSZiA2GWXYib56H/al0TS6JMvMZtNB5bp7NJWAEdsR05EBih/M4G3LmYDJhZy7O6+AhoOG6LoVjA/dYwZCDHsJ9Uc4OHHxoPLKDMgdc68tf/nLHNKkUuCeK2+SfgqdWAOEs65cW65RKsnWMQDgXkq7KSUna3Pae1nG69zImwo9iX0vFna6GZH3o38nK1Jl+Ph9tPWfyCHJydm9a4NZFa6ByIPOZnT5NUlH0iHmnvEa27wR+6QLPtTzTqjdGsVri9C0ZJc415x0ftmdfYxt9mX7Ldr6nxGHMsppkf0g3mCJIsO1ln0zjPdu/+6tU9jfBVAL8BD1IjYFqgScBlzNaTQtiW3TsTmbW8cwwFPWIniGNcsZ6xGP+d78xnamIchIXx3iOY5bAKRneCljznVRR34g3Mj8dH/qMISf2HwwTABJ9jbFM95y6xPERfdByI+4YPFmhiTL5TSGzko0lcDq+LJLKXf9qDvyZJ8JtsiTp3rLxGEPkPWWEUnnKqnCNXNJFlJmuKwPNU9lK4fmS08KW9vdaOSMIyXxMqchr7Icz57R+HVgS+dvYVc6uC2hn0IpwKrfAKH28xmkhJvSsKSYEqIJdBwL++y7NodWX/2aW9UvS1Pl/2Tk5oyfPr5ad7VpAYD/zv5MhkoFK0GBbzUEjv/nQ9nTh29fS8laSRZahzpiFjJ/KeyDVIs/BMMGgrhFTcrTacgWWdZt1qp7SoJQ1sl4tLwpcdk2AxIdtGFT0K4wzlb6TM3T5z267zUtrALd9K9VVlGEf2TbU116jHm+7MsTCb9limdnU89mm87rZRtNNbeyj3zVvmyBHpsty9bnjEY2KjDneF8+T+a50/ecySVkPGj8J5IZAlP0+Z/SKL5LxFTQlyyS7Sx/jePpW6hVDBfr0wVpinpI2lPnBZ0+BYE3YJnhSGaRPVZDlys3GRqDQVEK5Ph0PbP6iBCEoG119NjrOzazg/KYSKYcpDDhGf6c+X1gu9jODTpcE2y0/sU6UT4Upi8WL4RisaRiyzLkhQ+PUbupGerer9P0dA+s3s7UmGrexCnLYL/WIJX/YYYdtg1VZK+5H7IQ5nLKR8dwZp1YDZp0hRdl5p4Jbg1dlM0TofYzGLOuTBOBKVd71eCQtTY/LwMt6PfteK7agxhzUeMM+xa5l7Xb6AX2Jfinjo7IyxkOLm3aXWcczeNZtGjsJ4CyfolXvzFeurytBhjbBaV6jpci1nhEnslBvACADTrPvaYS4GkMuewHQ0ho2DiNntGYqiVk2Jwl6sh3n+0/wWidNeI3WefXdtRjk1PuVuarg3XNaIRPpjtcV6GxsgYxudkRQY0LaDC9x3MpEuny7XwPhFPv7oH2SMdaE0xnDlTnVMlA7y+49KlNs/xbs2OcMq6H/2L/si8ZXa5xwjGNnX2yTs383Ap6UdBkZ26Si1C2X/tKkuXNGXq0c2Szv4Xe6v1zmxEaWFLsvSDRrhQoQBA6+rFx+IqnK6gqpQah+J82a1q1WuGWWOmWbUf4Zs5UxKVLComjv22IQcpmKbJA1E63MoHEX2UFqPRmgmmvv2XCR7ExT6M1ZpklLOS4DUGNi0PLYqYNyxn4k/Z5lS3YmQZdtO9u/52uMyTRp/Sbjm9eurFD2yezXnu+ggSI3N1XGZixj5CqIyv/2M2fMyRqpa5ylSp9iO4CJY/h2XU4XSjc2sfb9HEBnWb/Ud5u/c2yqLvSU2h+rrq7ssZKuao35JCgqEMsyVUnG1hhVjSIkV8Go18gxVb2vceO4ZhxkskYni3gs3fPGbiXb5bO3xtQxui3HaPsU/YZ+ptvb7TBN9DHBkwyvM5Hts/U9m6NqCss7eXkWK8TZIMwgM5CMTwIWc81QaJQYyFTXkwoNEenKDlEBbDPOwkHfTMQsyWIwOvt4aeZtQlRUAoqcnim6xQJFpPA8NhW+jdn0Aam4DfIzUaAujbQkbECwQggsF/eykWXgLecZ75DMWFoU2aAot/dyoBJVG8ROXcsMyuJVcEg+GeLCDBi04fF8WOvSy1rvlR2b5eADqNaMlHQ1JwDOY/J6eTyiIdKnUFoK0I8GllOaUyHTvrVqdR9oZFiGZAE0pOyPWqit2Cb2medKy9vYD0GU1003YIYEWLcaZpUJsCyIoAfWyDQDMkwytfQd+hP9iv6Psvcjy+77qYNznxtjlvVJBSl92/uMkzEGSR8D5b6ciNBirobagf3F8clxw3FBJtd+ljNo7Te67uq3468GhxnUsx/l8ySTnP3G9m1fq5OOKjmQdep5urxlkb7whS9s9ymNEPOkMTbyqfG9xqolOE1XZ2Xf1waefNj64L44H9LKy1gIC1itPCsqA7ec+p+Jtzw+kazbVbgZxJcxGDlLwm0+h6AkX5wDUTYAYyyS3Ur3QSYXy7ip+nHAsAGn0rThp7Wb5dEy9xq6PL2OyNtEm85eynw4CST9rSshA/EEk76XZAHSpTDLwZO0ilsKvoLklsXa5/ZrXaM1uFRpWelpmSoq0ARq6ZZTobuck+5499nHbP8JnnRT5Cry9pGcIJEWf4LLPuWZz6WuciYPStrfxgi69p/GoMHhsk+ZnqTFfs2gaXekj91p7ct208dAZT8b+w77+ueycvc9S2Vn7X/JIgmS7F+5lqRgSTCUM1Tr+Jblr0xT9qkc6/R69BmC2TfTQyKLa1/jA0gSPLHd/uVxuQyafT1j1Lx/GlJrB08URnbDG6i48kVi4blmXSJpHlyF4TnSiygV/muVwmYh5l/wJcI4sd88RL5oGRfv5eKiGfNjUDn7nD0nm5LuAkGWcRmCODOiZ6Cda3E5S8F8Ts6Yy+SgMlAJkjIVggDNF6oL1GP4DVtG3AiKmJlx+pedsUhj4VvQI2L3+U1FoM+Y421o1o8NSDCGuGyLcW8G8s+yWWm5ClJpZTBpBUs5Y6wFsPpcENUCzMkaNTg13XZVOXm+kxkyj1LOlsuZPlq6rm1H23YFe1nPnF3nbMAEUxmMngGyJnxVgddAVmOTlOzXaana/ukf9EGu+/nPf35bcTtTzmVz6FtYx8ZopAGT0mIc8n3NsjmprGkarhVIVWCUzFHftcfcX6nGTjWS8lgBQLqpc3zKWbIGb+v18D/eHpcgczkk2dqar6p6X07Ws0B8gpWMtUzmqRIc2ccUc7+JEehbzFylTxGHS9/Dc0Lfcr1btgm07GstwygZ8pzINsVoGQ2eagxD0vo5XTB9qhV5eq4vuKLkVMhZ2d4v6fq8lg/tfZLB0d2VmVnTpZbxSrJJGQTns4vSvXdatYmUs4w5m0jgKQhJ0GT95fX4qOzrbCPvLyg1SFXQJGjMmCdjmwRFNjA/tW77fNLee1bqm5Vqibas2j5XQevdtFilseVoKe56jVT6VcHWpSC0bF0iyKBV27/r2gmqnMiR90+Wu+qj1Df2Ca3QBJcZ0G4/sNx1QFTpZ1xgWsDpOjCeydk9MlOtmUz13VQANfezzUuL8WsB2RaAarFGff1y3exYjpuZakSPSPY1c0ilwe93sk41z5SSoRrZNn8WS8TU3EstT0p+0tVY23n2N1PxZK4m3XJ+2GfIisCpxg9WSbxQ9cbaUxUY6yPY4MFhgJzRZqwBv2WapM2qokuwhGXJfuOQUEKeh0ghylTJ7tgQzCmRTE2u12aQqi+E7eR3clooZWC2nbMF88WixPkNG0b5VJyidmfEOcWf+8BQOQOOa3gMqJlzQcvO5ON4Z+VYd4KYzKnDf/NWsJ9rm8U8Y7ysW6dAaxXbEdjOdQSH5pjxv9aK9xT96xLRBz7HPW1OasBpMjp9A2wfS+X3kPuhKn7LkIaQ/3OCQqs8aYjkjB+2OeONWaa0IZhkvun/MsJck35BX0u3nTOCnIlbXZYaGihV02pkUk0NOQ03dUdNRaI7w2dG1BP2HeII+dYK5hulftxxx23PnBNYZUqQIfdpC3jm+5hlM5LtfwjwVAbIc1vXq++477rLtmdbSLKhuquTacr8TsYRm6NJsMR2V9/QgBFEOdZmf7f/ZHqQxX4SgPYNC+TYlEszeQ3ZL/ua45rueI7NvFaO8/Zjr03f/uxnP9uNV7K+5kOzrxnflOREC8zmO3SMboG4tYCnZHsqO5QuglSsaeXVgNRssAmkpNFyqq4De0th53W8Vja+pDW9to0oA0FzaRgD7TLOKadoZ9BqutsyT5XgBxENS/eLkM0vkYNjujuTpZPBkmLMRJgCx0Ta3k8l7kAhS6V4P58lpSLy1qA1y2akjz0aa+G2WKKhY8cqjRZAy/4r+M4gbY0CFLoL/ibjxLfJcDW0kp3Oe9sGcxYtYr9zYoTgyZxnXicZZgeCDFC3nuo2xOvJOpmVP+MvtIxz+nR9H6uygLOsX/rqfpPvpMVqtbbXmKUcyxyXciack7AET6YL0F0n8+TxyTQN9TnHYvuRcXo/Kf3BWaWWM2eipxGWk5z66sax0NlxTs7IBLMCq+qma7kMW/epRufGmKekuCkUbJOVmjSgsTSCDBVRuqfMTcQLzcBkKgYRCFjR+mMNxBSQCUIyZiiD3Ngmo4M1mwGpxi9lxmM+IPSckZC5Wng2nhGrmP1sM6M4Viko2BiitB6TqqdMxnLwbabyVNgqXsubYA/x2bkunYDnt+HqxpPWtJEZYK5Ct0zJCsriCVSNg/IeIH5nJczM0+Yk829pPFSjw98JilqD8rJA6PoeEygjGZ+gwtE9rStOa1Y2ByZJ61ZFzXZykwmejNezP7HdZHZORc6g1mRvjOHTMjVrd41vSCbHQcM+lZMmNHSMy0pXRhp/MlkGpZpThjhD9CEsr7N3HWgyN1R9B3WQQqz3KYGrs6xHxgykywbXvr6Y+xMc5Xd1yQmaHKfSMHG2d4Ikvs215Phmu3dcFGRljFSGq9Q2SHunjeckjwz8/sn+nI4aCVnGmpLHZxSw6Z5XjyRWQJzQRJ+ij7neKv1PtivTD9j/WzNXq/HYetcbi3mqN61BXj64SknXF5JBYRYyH9IC1+mL6UJIxZ3UaDIjGcvkjD8+0pNuT5eCcUxO48/zZWpyLR8bs+jb31KFybpZXw6GSVGmW6DGgGXG9rTmc1CzkVkPidCdbZdJMXXpeU6+j2QOKgNop8p7m7h0ls1J7ezL2Ioh9qg1EPQpiapw8vh0Y6lwUcYqcK3bCp6k7TPXkgNCzgSy7Rmz1+dSyVmlZuJ2AV2PS6Y4FXIy1sliJ9hKfZP6LkMDnG2nNewMumR1W+xVS2YW9+BLCzAt6zO1f0xhluq4WUFVejkcjzRUsq/Zp5zgZN/TbWeojONZnSiR42grRshxJGNv8/un+9khjZYavC5wEgtU/VGBm/Xq9QVIyTbZ9/vYpiHgO9TXNsY8VaXAy6ESTFKV2UYBKlpnokv9nAIQr8nxsD2yRBmfZPyCmUFd/iAzgae7jIbkunLO8iFWSZSrsk/XoyI4EXh4ng1Qet6XynW4fsZhqLwFRwIX6ofyJGDjWBtE9UNnOgQ7CHEiIm87iTEe2bCcdcdx0pnZQfRv61rIho7IKGSHyBmIXGPq6tOzTJNlwGZZ3edxQy7WanwgyeLalnn3xkZkLhjaKm2W/mtesOxrtuWc4oxoeDipwWnGgnXZ3nSPUxYDRzNLcBoYDhL2nSx/nUXlAJGJagVziMpZoYzEOtHP+M3nc5/7XGd1f/rTn97O0YZY3tQJ63j/s2xGsk3kAOy+lLFAuAKkBEkZO5Sxhenust9kbJAzT+1rbOc7U3M4LqanKJ8jgUb+z+MSvDi+IRohNWec4pjq2CFpYtksj25E4xmroWL/pm/Rx2CkP/axj23HOgmoNGbqOxvznloypCt3PNsO8QEdZN1nZaeS9MFsGNLlyWTI9hink42rKjs/Ng4bXwU0NkIAHi6BainXaytDrJjuRa1OaUrzutjY09JNZJ4v12NM3WDejBpTlNaH4EbWJ3MxCfhE6FrEOXvIZ7WMDhLJYNV4sWQEfa92nNmtsDlpdfyqzJdZSX37WtZzKs50GaQiV3lruBjEjRJ0aSa+ZUl1Bbf0hBZu5nDJIE8Z1IxVdLuxTE700MCpbdfvaij11WMyazVAn98ZP6jyNlO4oQpZx9VFMMadM2bbLOuVlvumslDLANQyhinBUe1bCezdLqA3Jslxjb4GOcBvXd2m2lGvyzR5L8exNJJyTE3mxjErWSWPsZxZHycJsJf9B/Ea9t+qW3zGvKb3d1wTQLnEijmdZJz62KZkklvvqQ8kbQw85YvPbNm6wAQxGXPEbJoaqe9MOBUfD2eMFGDH/xwL28K1MlaCijPg1BdmI8vkei66mwksKZ/3SquYMjFjRoXMdbEy092oxSvTw/X1txokl0HmVXnKrLGdTuC1bZhsl/633DYw46kEWlzHGXs0LnJcfOITn9g+n+PMGG7DEqlbVz638VXGlfl+uA9r9pm1VQvC3FizHDwZwzxV90O6qGRmUvElrZ/fvnPj88wFIyOrVcxxsr45ow2RYbIP2RZtm7TvZGo0TtIoE2zJBml0+WxpmNWgV1krzs9lmfL61oHlsx9TZvPKEdPE9yc/+clu22c+85ltZY7UmJF0Q85M7d6UapjXz5Bbr0plmSpIqn2sGhn2G3V/5j8zdYczU50F7tibE4rS66HXJr0jjkXGtdrf7COGmeQn46bqunkn3x8KoxFje880QfzPvFF1n2OhBAAzV4lr+uhHP9r1OWaVJ+OU2cIr6+S7qG66CowSZOZnI+DJbwplwKY+VoTtCSJcnFcwlL7VVHAyG1ao93CKsxSf1qcLDvqwKnQrw4SWibjT6s0cL5Zbq1JQpUK0A4h2dd/5YmSWOIbvpEzTd+1zCiTtKBngakPK4FauY9CeFgbPYNI9E4OZJEyApls1/djpl06L3Peme9JBhjrNuksGcbaKd0f6lPXYwTiVflpeso8qbul+lXINTM2ZcYJ/4wM1WJLVdX+2vXS5qQBT8WUgauZ4SUu4rhSgoSIAso1XAGX77WPubNuWU11k3qb8YMjIOhkP4jXy2qmQW++rulT6ZO5rm5PWwNsCSi0mqsU4Vb1fx0P7WgZzG4eksZxpfwRP/s4Eljlr1HLZXwREtNNMUO1zpCGjAa2R4ziWcYPOnpXwOMX+Pp+sWjLAyfzYfx1nqldDxklmmbGNPubHvGnVqOpjClvAqb6v+nuj4MlK8yVwExWXL8N4mKTlEnSoFAUPDthYrF6D60H/s50ZcrwkxZgbYywSGHBfXQrmVBIApGLkZVQ63ozjUpgJunLmHddxRXTpVO8vqHAGRHYc4qeMIxKo6QLjv5nUYdrM+GrOKZkkLWsXFsUK5pmhM2Wf9E3nzIZE6YjZwZ0pxEDIfWWksuMLkDOhaF5jlt2VsXVe3U8ZKCprlKutp1WpojcQtW63j2WZjIugbWpBJtNEW2M/38k8JTBqDU7pPq/g3fgry+kMXlmodBlkLIgzUA1i1xWila5OoYy6C8gtQ//61Kc+tR3rZMqR7Fs10HwoeHWWvSFpHLaAlMdU0N1iOtSdjn2CI2NaDeoWAOWSQ46ZyTzlRyMHqVnvBfyMe4wF+W3ccF3NwrHOPprGTJIZOavWVCMcf+r9bHMaBum6Uy/wLfhzXJP4SKZZAgA2lzH6v/7rv7ZnsJrHSaKiBZiqDIGgPpBbXY9rA0+6mVR61arKfENsczD2JTndP3270oEu50IFsl33ACDKxWoNJk2mKZW0A7oz5FCENRGeUx+lKEXmmUwvk+qJsG28fOu2k1GzodjYHGxE7u7z/ojxUr58ryWI4flR6jZ8UbQNjWdwsVGndzsgZWCsiD7dBqYoMOeUS2FoxQgY0x+eVkh2ilk2I30KvG9fS9KK0tBRAeaMOP4nuPA9G5Bas+inO1hFa3vmvHQF0EZ1+5pkMq3gXD4hXSQZr5EAREWuUaQSdgknY/ocWIyPlM3lug4ymZ6D9u8EilTo9CvKjCHGM+A6cI06jcLKXlW92MdS1Hc1y8GVvoF4CDhVdjHddZVBMqlyzoyrs04TrORkCfd5T8fh/O2EBVxdLhFEG9Vt52SsZHf15CRo8ppZnuzzAqd9+/udrvOqcxKUCggd2xyjvKfgiX7Fgr88wzHHHNNtk9Sohpb3WLUf1findOGtHTwxOFtYEbAgiYqRUkcRUUGZQI5KUHFnUFtOv0yX31FHHbXtelP5Sdf7cLmWnTPIKIM0pdRjgiKegVgmg6xdakHmKLOb08C5LvcxDolj2E+DtMJVvjZinon7UC8wTjI47NfdYYMVkJHdnGfkeZPWtM6cDo0iJ9ZJlO4adzl4OAhlHIl1m+5DykZMWrovnRloPifdsQJQfeFeZ5a9KangdWPzrs13lpZsWse6kWVrEiyn29u+YwyShovKWOPCjMN9iStbzEwqr9ZAJcDzGVC4lJ37qEd0bcvW5mw6lTj14coGMk5cV7ciChyGiW8YJ63gaqghNYmg5Ux39yx7WyrrMORu7Ru4bZfJaprd28z6jhcZ5F1FD41jQbqtE0TYF82Lxm+BvW1agyAnLWlU53Xtvz6b44V9wlQ+fEuKnH7/jG/XPs18VBpdnM/zO9kkV8yQhWZMht3FSJFxYpvLiWUZWwx1voP8Xva++z4bT1VQLVq3GdgtMOHlMdhnHIWNJq2/vBaMk8cimW9IV1ROZTYNgtP1bVgeZ+PiRUlnGqvglGddEc5SM9mY11Rgg/j4EqVguVe649Id4Aw5O5ggJPPf1FxP1od1r3VBA6PMpicAJCEMHIjWvKDQepNZUKHT8GnQ1k/1Owtw0z2brpNZ9rakNWhSWNoqoCFnWtoXBU8GlqbiToWuUtca1EBSkTuJQaWogrSvVetRacUHDVHygiGu6SKnTiax/JbVCR/OyNUwQ6kb8+G9ZZ0ESwBAGCf0h5M2sl79XQErkmxaln3Ze5syCMyyM1k2eOa7XeYmyvggQXpm1DfYOxkn22mdwJCslsa+45ZgyLAO26vuOtnfZKgqi5vGS8uISZdW9nuOMQn09/dP/HLCVM7K1iATROq61LuRcZD0LUgBxjaXXdEj5Ng05h34Huq7G9rfagsbSVWgmy39gzmoUtHmOjGfk0ib34ILHijzq2R2UZEux9AQRLSIMTgmrfT+NlLdX04r5sVxDRF5IvdKMZqUD5Ed0hXmvQ0kdQ0+XVw+e9Kz5rRin4NLphzQzUdZ9AVnB/E8wRuAjRmOKHLddtZTBn9n4kFjwXhug/tsfHZC7+k5fJwlKXuXOTpsC7PsbUmlkZZq0v3p2kJUhLYb3XA50cL2o/LOxaZ11+kqqHEKfbPOahCpZa7PUdugwIxjULZcn74nS61hhgiaMMy0lNUvWsGcR540ZvqgzLGG6WeAQPtL1q//a7+oDNQUF/cMmHZXctxRj2b/SDC7bNDue3f2vZwploay45mGb6btkM3Vm6InJUNW8toaKjWwugZY9wVc9+l4y8k34GaxWGxn06c/SRAYrpMgUv2Sbjo+9CvcdMcee+zWxz/+8e1Z5Y5J6UkZA5pq/W86tGQyeMpBNi1FG6Ev2f+Z6TutWsSBXwDifxsRlalClF43u2jGXakYBVauaG7yMF0IlJkX3UKfIly3eX0tTfM5AZywIFIyHsOMyz4HYoMWMFo3xmyI0jO4HmFAMAmprBluBJ7PBYJz1qHXFZwa+Go58ri8F7+lW7WQDJhVsaQCWdaQZ9m5pCJrSUuht7al8qyWqPtzJq0Mjeeliy5nwRnfKNg3bkHQtCxYuvbBZDOXMU+WO610l3ZyJmwGpSKGB6BLYJ2MXTQuRWYMdzjxFljAKHaOMVVHLU8feEojTOar9SxjBuVaV7OsV3w/tkH1p999rrux78S+l0DHCVdpyMrcZjyufax+3J4gqX73ubn6QFOW1+fLfXp8ZJwQQVSmx+E/44fjWqbt8d56oyADAE70NwwVx+008obcdKswRlWvVsZxyrg2GjyZBVwFUVG6FKTxPFmgZC4yhklQ4eCcL0cAo5XLtZ3domvNe5mjSESbi/CiJHOGgW4uRAvb56OcABYbO5KB41Yu1zTgz8rOwFkUrvVjcGuCJssj0EIosyjdWRIAJ0CSTJoB5FyHBmrdS5Vmndn4GCgQrYF0LejOY6CROchBycZv9nU75pxhfPPSpwz6lHk9JllG3q3B2wJ9+1y6k9MK9lvwlOAr0wbU+Itkl6obrj5bVeq5r+/cPM/f0v+6HVuzTQ0bsG+kvlKR80GJ8+G3M1jtr61yZ1nHvJtVZO5rm5M0OvO3+/zuY6DqwK2edBxzTKD96ebK9Br2z+xrAqRkoZKVSnBUv5NZru10lXaUTJXPIsv0/f0gSpbaOtI1aUyv445jM+yuDC/Z+fltwHsyZmPKvophUd9lukynxPNOAk9cnAFcWjx9+waC+eKzQVqBqdATBOXsMySBB98ZoI1kLJUgyUDOnEav680p2sYNpUWh0j3iiCO6F+5svNpInXHAfgAWoMQ4I4+Takx2zs6Q2WS9Zi4KbCAe21DcJuaTxjTOyYYLeDKuLIO7BU/mqTLtQ22Uls9YK+4lONVdl3l8fEbZKpmLWXZflg3SKnTfteDJ/iKQyAkYKlvbvTnDVOzeL10K9iPLkwCoz81brbxU9C1GuFrAreeWNZI5sy8YhyFY0gDyP3Xggt+4w7WAjz766O1cM1memgIiwVN+t8DiTgDQzDxtTnKcSkKgBZxabHAFzml4q5tzkfccN+1HdeZbGijq3Rzga1tKhqZvfz1uiBXOc5CMe0R4nn37w0oQdYqMneDJ5WWsM8cwXOL0MWIKAU+m/3HsmcI47URa9bER5omHRhLUIEmvbV90fyxPBp5WYGRjcVsi8ZxZgDhQm+3Yl2TlOUNGkGGDMw4pg/NkiyyjHcJzHFRE+gI/O4gWgtdMJs6YJsGG8UYG1DF45XISBhXaWawPwBOKGxedq0cbRAcYFGQl+FEyuC/rKJeUyUaXwYkCRF2gxnlYVz5PTUA4y+ZlKq2c/S3dzyg8QUYeV+n8XKW8xh0ks5Xla1nsfrcGnmXP23rWFqjK/qtrw3KbXND4Pg0ahf4Fw4RCBzwRhyHI7KvTvmerz229zrK3ZewgWoEVUtu04xei3s/ErtWo8PjK6iZwSlCUfbEyXvm9qTqq8ZM/iVjI+owe79hDQDhjG7NYncnq5JLss636H2KgU1esOi7l860dPOFCctqhCR994SJnX6j7W8DK2XFatekySHpQ0OE3211DK33UuqrYJvNklL5r29XAdstYGyfnmcSL5/W/syMEVQaju8RJuiQNkjcfk+4wBPDDea63Z1ZmkLcMGucRb4ESB0DR2Mx34TW7F7ffDZiz9HweXW5p5ZjUz1mMtTMILM0iTZnMy4PYCbz3LHtXss+llWvcBWJ/qzR/Au7Wd7W0W/fKc4Z+9w1SQy7L6ibJIG37fWYiRgc4A49+qzEg401fQ4ljCbPEEe2evtZiVisj0Rq8sv6qC3OWvSst8JQsTgsYp+T4JSDK8JWWazcNF6S64JJpGmJFNtW2snwZG5ZpPf4vPBppzPucPIvLhhHfxIe+BuPUmlXXFx84ppxDRloL5LYYro0wT7UQrQflt2kDrNgMmsygc5OHISisWhEqcqSiWSVfmkyOM/5suLWs1UIUSOQgYjkzq3ayYAKVDJz1v+yNx8pQ6dbsKn1/igafR2bJWUsAJF2asgD6yxkIODeBpQ2aYwU4slGJ6LOODfZNalX2rDUoZl1tyrqZZavXkpqqOKtCWMWaToVvG6rgyj6TLo/WvYYUfL1fy4puBZTn+TXHTM3QbAyG7V4WF2tY9sn8VD5rrfsWWGrVewvkzbI3pYKlIcDSctkNXbcVx+e+VhmSXcrffazSqu2rtuMhlre25SQJTlrSDdVUBBpqLrFCXyO+CWLC0JsaBrAqg7aMqe57tp3ISuApWY76sK4ALbBQqZpivbvpfvcWlc52KtWgcxkZB/LMTZQKFLEMmdbeWXlOv/eFJFWfz6Ibz3glfa661AR+WrMyMTXAz3wVxEKZysBAVYOyrSczrQp6nFWXy1mwzfgt7sN/4pxYJNl4MVkw6yGZKAGRYEpLOhs255tTq6/zCpp8b3PA+KEh1RJOAKDSSGZS8ViPSVYzDZI8PpngNESyLK17tNiavGaenwNPvaft3eVkZHQz7sIcO+gajDXcdAAmZtTB8sJAwfJmX0owmM9Rg1lbde+nXmOWvSUVOKXLrPXulzFQeU1/5/a+4yuL2gJvU8BBn7TYmRaA6mNvMjzlF/YbKiapNm8hIsvNeElsE/0OtokgccFUJt+sxn2rfpY905hnbR2zcfAEIEJEk4mIDcwUhKRCFrSwT1dSTqOk8GYqzRQHIltExiNzEtWYC6/lyzUuS/bLlAnJ0FTrgI8vPwO8vZ/gxAUeHUzMU8X1aEhuN7OsbFSm3edY8zkZ8I5S5zcNSytYS9gklwIqn9VPzgYUNPHsli2P12LIYNtKvbr+mUyigEuQO8vBlWWMVD2u7/+yc4ZAjsdmXGMONkOMzdjy12NbQIT7G9uUcYeufGBMJL8xNvhgrACajC80xUHVKWMGvynPsorMwGv3mKcKployNCgPtaGh95jlqO18t95/q2/XcSPzN51ifx/z27IaZgMJQF+DbXKJI2fV1bxxO3nGCvoSDPbpv2UG3VrBE6nlUUKgSCrHhUUzeJgKo3JwQeUUeKfhu5BuAhe2n+tc59oOKEsGyms7eKPoeBmmvU9gljEbpgfgP0qR+9bFP13E1MaxbJkKmTQtW/20ZpBFYHFsPJThPOc5T7ffxUtdT8yGJkjymxk/KHWXgBE8cTzXpo7Ynwu6yrZxD5+X40zRAIDTnek02WQTcq0xE55RV66vJ00r+8U12F4Zi1n2prTc3WMt4WQsNRxax+SyP617t8q0rCx98VMtq5RysdyQOsdljWinZmFGOA6gRN8gOJwPih2l3ipzHTzHWOb1+CngsO8ZZ9mcOHZkgHbObutzYQ25y1vgqW5vnb9KvM9UGQvIEjhV0CTTdNrTnna7n/FfYoRxguvDMjFeseQKTK9jmymFKmD1vjt9viF2re+cjYInA8CtRAfgjPfJmVi6wAQoieZrlmOnaCJsM/17ZipFZI/Y571kdHKdKa+r1ck+XU0CLNeCk6I3NsJyOdtIpsjjWjOQal4r2Zs81/oRiHGe6/MZpGrcU2YONydIzmzQlYikaxHxeF1xNZg8A/8yTkWpA63uyUx+ah6uWfa+9CmSVa4ztH3ZwFDLM3T+0LnpBtNQQgck45SLgXOcjBMCeMIiVpHXzOFTnnnMsWP3r3rsLDuTPmZxVTakdV7LQ9JnzCy7p+ePZZRXuU8FiQKoBE+n2h+e49JIEgKSI4xV2c+cwWoMbgs45fO1nm2oXvPYvMZYULZKnxsNnqiAdN9ZSAZ9cyXJ4OjSEmxl8LLJ9NJNVGe8wcCwDdYkGRv+cw+nN4J4M8O2WY4tn5H+vrRcX88kk+Z9cnV5A9lUrCpmg1DNL6WSlsWSoXGtOo8XbGQWb+ORuDdlZAaCrgPdojn7jfM5Nq0hnpVnoU5k1BBXj5d5c/Bgv4g/l5LJRu9MJGPVEO6NZS4Q5Zi01GfZu7IXB+GhwWPoHESwJOtLXyK+0DW06A+wprR9+556xf780Y9+tNMvMOi04z73SAVqs5w4JeM76//KiIxln5BsUy2AsKrkPZcBqCEGbCzzlPn+6Ff0NVje0572tN0i43oqHIcZI/AQMZaRM43JGLJOddmVnfatFqgaYpiWXWfqeaPBk5S9rEgWtDJLrZicpESV+iLTt+p/WZMEDt7DYG2Pqwke063l4sWZWVlmptVxrEzLl8+T6/vV56wBdQnYjMnw+fT/Ar4ETrnsTMZbZd6mnL1Yy5t5fXJ2VAYH57vI+q4zjHI2ISJbtxv08s+zrLtuW1ZYyzrrO37V+wwdo4y9h/1QHWA/U6HrsvO/bLTtlT6mi1yDTzZ5WRnXIetyS8xyaPbNqQaD91qVMem715Cx4Hf9nayTfew0+z8aLum1cTUMUxQYf1sD8ccAuCznkL7qY6VazHvfMztOrh08EXPDQAqSzKBwmRndTQ7+KjQLRYVSkbqiEAf3XJ2cD9YkD2xgNr8zE7no1ZcjWDHHCy/VOCNn3BiULn1v5RpPZdS/LJhxQhXIqJhtKNKYXjPv6WrazJDLBZK1nJnpQ31iCUNxpttPl6QB285kcAFhc0Pp4hTQ8c0zYFVzH+rSMrLPYD3fF2Vin9utS2cQmnuK+57jHOfontlFlmc5dGUVZb7seuu8diq0VLqpM+hftEnaJu2cfu9KAcblmf4Ddpf4JnLMYBln+20pUQ2M1vOt+jyz7D2pLFKLWRrr+upjMIYG8Lxeq2x9ZR76n+AoCYe6b0jSVacHBC8H4+qRRx7Z9S/7Gts4Xg8LscvOYGWsYKwytU7O0F+nLNM5yXgnUKpuySmToUaDpxpIZwFkUoxZyhiaZI2SdaqINxud1DzHVIYng8IFCVmWTFegVPYqy5kVmK5Ey5jXNm4pO0Ett5Vf/wuCZJG8Fvc05qLVATKQscVw+VyILtAsT37MWZUDQgYD5z3TMjA+TPBmrNnMPO09abXNMe9pGQOV1192zir3GMtUJUNtm8y0BBkwnky5xoaMU41RTIU6y8+XVLDUAk9VxsTaLNter1f7wTIw1bpe3/kVMPX1t2WxTvY1Z7aecn9fk0hxTVkMesNljGeuHouqS1p1NFTO1nF9ddIHNqe88x2BJ3OgONg7KDvry9xOVpYVSiWiuHwZBpIncEm3GcK18gF9QeY2SgbHwdyXbHZv8x95P16o0/K5pq40GDX+65N1th3nu2aPi/UmGMlAdvaJyKUtrRuZKv7rKgCVUx6nblKWzHoscJFJE9Q45Zryuiae92dg0BqnoZ/1rGfdZsacys3xvA8XQ7U8Mm6+N4Gk98HC8H3OjNPPN8O0TkmlOQVA0V9gnIi1wBqmnzEbWCtYNwLt2cW1P/OZz3SxF5klX4Y1wVSyz7Oc+EVD0Ek+6rfK2KSMba/VYBjLjCyTPoarAqYh5mno2pmuhj6F14ZxgBgn+tzhhx/e9Tn6nvVHP2Jcw4Ni7jTGJGd/J3s89EybkgqY6li+ypJjk2bbZexPLnTYQm0exzkoLON/kjXxf50S6kA9FPtTZ4o52AtCcpCXccoGlMuOyMjUvBMe36rUqtBlzEzama42jzF+iAYFaBKg5XWS/cntqdgzb5VB3J5XF2WuDJqsXTaY7NzWt9v77jUPLnsP8Iy13KpMZY/ynClW4E4lmWmUt2td2t/S1Z4zd037kTPr+vp0tu2ZiTrxS+rFOrCOiTnyGnmtPnDTkhqbsw7pi//pkxb74jghIWFiZ8NxTrGf3eVYjX7GM1fHyJl1O42RbTHeY55riHVatm2t4ElWAqVl7I8MjcuLuFQIHxQZKFWmQ4WXL4X/nOPq5Rmxj+QCulqJ7nc6pGyXa9mBkp1VZrC2jA3XM18VyNhtmT7AF859DPLOBJe1MSQIZJ/ZjGHHQOgZd2HeJvJfgNCJw0Cxq/TTtci3uTS8F9c3t5SxT86CpK4pC/8TgAokHTTMkdU3246OgYXhMjEIZTarec6WnGWWTUk1YJz8QfuEVT3qqKMOyGycbmXOo83SXmGciCmE/c7M4a1cPinqqRr7NMuJS6onQWM620Ua1EoFSAnAWkHHeX7rWmPAxTIwVw3hPtdYy72fhIbjJmMFYxn9jfEFDwTMLr9/IcJATEUA48RYjkfFhM+ZmmAd4HDVa7SePSVJmrWDJyu35jCyYCqiZI08J/9nYJbUejJaSZ/ng+c1Mh7IKfQCKAPT8vhs1KYJ8LqmU1DsNFqwPmcyZypeAWXmveLb2Avjn3wemSeXqsncSZXRqRZQxkWlhWDd1dmQ/te1aT3rvstg+EwQJ4uWzJUdwE+fgphlfVIp/77tUyyxVcvQuv7Y8g1du8+izPMzHkmlnvFN9kv7puysrnuUOB8NsizfkEJvselj6qhPZjbr0GGe6mfsNarnpfXep7C8rb7VAm19x48FTnVcyXHaCVBpqOTY/7P9oTwaKwaNt2bX1TIN/W/V1VT9lnUyBJyWlWPH4AnEmS9Pt5cskzPkkmVhJhmDNuiVCjemiI+5VxDOFdggVrzxU+ZR6mvQvmjOw8/K9fHHIsb9cI/Msg2aprw0Dr5N/Cj6NLeU6DnLx3Fu5176gImfcpadOaMMbuU/z2vdUBcgeOpVICWaZzvXEAx6Dvdnuxm/eTasg7SO002IuHafLrdkuRDjyHRvVLelMxETFFq3s+xNWYcLYKeDfF8ZVimbCp2+BitKPzPHG/1HK9l4PdorM33QBXyjh3Sn1/U40xDINAjIOmOfZtC0N0UQkIvd+j/bSYZ8jAE1KXmd/G6FZ9Tr9v1u7WsBkkwdNOTGSgYuUxIwDjK+8U1+J5MyL/aPKY7z9DXiovGoODbuBDj11eGqknXQ+owtx47yPCmpWLQK+c5Vkg12dkDP3EMGQAsucr21SplqNWpdpiRS9h6IFGzGQiUrlhm4MwDehmnm4kyR4PE1bqsuQpquwGR4dDFaD9aLLkifg+uYjFQmyToxTUI+p+wbYrmSRbJOK0vhddJS4LcB7zkz0GubM2seDHZXxliyy45ZxhaNLUPrmlX6rLxUYlNAln1N67fGOtkvXJAUtgljxfxpWZ4+Rbys3qbW0Sx7XxyLhtinZe91LGtSgdIYYLGT7VOvbR1U5iln12WaoZ9EDK+rYzibdVXg1Cp3BZ190mKvW6xbCzitAs5GgycqiArVwpMKrzPmqFyBiQO+lalik3ES3JiryIbsTDljoPifCe0EJOYu0to0sI17qzDTJWWslojczuHaWOaOcg25ZKJgZUDVKm2ZGJW25cogdmMwsH55BmKdnH3APX15NkwbHPfik4k+vb4gKcV4JPY7U7Hm1RA8OvvRsmohmG7fHDk+dy7Y7LOaxX2WQ0NaQKSCmN0uSwKUIQCFqGMyd5rbBU6IeejQL+Rzcskj26/389reN401jY2q+GdQdOKVFqvjeGQbyADyOuC2Bu38rkAitw+Vp5ZrChga6y6s90r2yTEBdtdZ9RrU//d//9f1NcYSYncZG10IOFmnKTKGtZsqYwGUWGFKOMqkgPGkudNVlExHLlti7iGP9xyATlZUzoDhNwgWMUWB5yh1LSsfXqpR9kTF6PmyOrVR6spDXF1dt5hZwQUoAqKa48JrZcOVfXKxZJS5i/AmpSprJ/tjwHs22ET8eT8biO8n69FGLmOG6ApNa1120HcnODRgNjtWLtMyy+ZlLJuU21rbW//72KEqLYAzVinX+48BS63rashkDick4yp18aPQUeS6yTMWc+yzZhmWsQ5jgOjYut7pObOsLssY0AQaQ8C6DvhDTEe9Tt4j/7fKOgVQDIGves8am+yYkETJT37yk+1QD/qZSZvtb33MWqvelrXxdRl4LQBV908Z10aDJ0RWyBtTwbrcdNeZ+DEzYvNt3E66kTLg2gGf/5mx2+t6P4/PxYANZhPEGR+hT9aM2t7b9ec4viap1Jq1AdTM4jYwGTOe0/NU6txLdyDXZwYCSt0pnPiGqQ8YHgEM10z32QEvaT/7lEkzMyVBMmzGWSE1oF+glmkK0tWoq9O8XDJdlNtcXkiL/ZplfbJTRqiPaar/x95npwP4mPOHjrFvGYuh0ULZM76CPsaadbDGZBOXdULqhIshcJSu/jGD1JhBYJU6nIHT5iUN7FzAfcwU+6H3k+Ahcy3l9fraXwKnPmDW939sm2kBpgqcnJzhWJ6eoe9973tdHwM4QQq41JhhKa3nPBj6sFV/yTzlmDoVkE4CT0iyRpl2IPdn8LPHCGyUZK6qVej1ctDn44utSa1y5p7JLBMAZXyV5c8YLWN6EEFDNq6cUec17Wh5rgrdDig4c+0664bfgEytaJW116zI3ftnhvY+q8YUDQLNrEc+NW4s61MQTJl9bhNqZvb0mXXavCxjdla5Xh+AUsaAhD5lva5y9gW7ZiLczEOW/YV2qvvAqdJDrJL/ax0kw25fb5VvWfm93ix7V9SL9ZOgp48lakkFDS093TqngpnWPWqbqt9TQUYFaY7XCaByjVavz/jw/f2L1dvPzOukB2QqEBkqY5+h1/cOxjBZCaAqzlg7eCLWIIEBFZaDvjd1TTRdQC2mxJkMAhzZn1rxXtPpkhUMWRFJzSebYuAo25gtkI3EGXyZOt57JRtmJTtDLpd/YF+udWe2cGYDidApAzmluJ/3oiwcz3WcOZdpAJIWzbxO6UqTYXP6NhmXEZ+F8nKdnB2BOPPPDOMJRDnPjmIdm2WW/VyTfbSFOVXB3pV1WGl91xjjchu6xjJWrO+eGU8ooNE6pq/A7sI4sa4W1rD6ZtmzDG2f8zud+CUBU6ZjGWKexrI7LdA19pxq3PSBsGUMTx/gawEnxxdDOGScPM+Z1zBN3/nOd7o+xzfjnGPYKrFO65TdZGtHgycDsQ3eztiZfAm5RItAK908yUQh7GMgz/icyjbhLuI+9QXZwGR0fPEZz0N5aQikKkBkipwJWKnVtHJtBDYawYNApq6ll+kEjL+wsbmAsc9TBwIZMUGMHdgFi/PZMokbx/OsJtM0z4Z1KrjzWIPcfY/WsXUgw5RxTYJgs6EL+mbZjExxp+1EUQ1Zz0NgaIyCWnaNZVZlLWfGNtlW+W8Mou4DWCeMmFZs4Jhn7wOQy8rYx+LNrre9LZksNRn6FvOEpCGaDFFfW1kFQHl8vW69Rt81+46r7FaLcTKW2HEgx2oNamOdvrs/ltdwkynAaZV+sSrTNFamvqPJAeNWkJWNZIOT+UnKO11bisBDpgphoE9QYdC3U5IzHiiBj0wR9wEJ656SOTEzeAZeV4bLZ3PmHsfyHAjnAk74ZDI+AaKK3PgnFyAlszG/M7BesMN1BDDEX5kXyrQFWtYZsCcDZmOVIeI/VrfPlRldPT5zTfmuzLdFJ7DTCER1fTod1Vi0rL9ZDp6se1DuAzu5f50yBfjl5Af6hxYy11B/0M8MEN/U2nQtV+csh7ao95NtyvGstqOcpZ1SgXPrmCllGtPWWn2ogq36v1Xu/HiO4RuMUQAkvRP8ht39zv7ks3pHWukJ6r1ye59rMp9rmXHVd42+Y+s7qeWY+r5WBk8iVgsrkNAalLnJ2CaP9XzZCxSi+Z5yVpmKMDMI10YqeHLxXtMeADgET8kief26jp1ll5EymFsgw3/Ag8+ZgYU+jyyc+WWYygkwyecXwAl8uA5uPtgoy5GB8QIW0wZQPn3L1pMuwmQI/dABMsGn+ThIxAl4MpBd955lov545mxoybLN4OngyRi2piVDSqYqlXrt1rmrMl9jr5+/cykm3eam2qBPoMjpa7kcxFiGqDVQ9f0fy1hVd0trQOgrwwzQdk+SbaqxpjW2M99pCyAMAaqdlG8MwPDYoe+htlvbo8twMX44CcnJREx4+t///d/t0I/MJt6Kh+1r0y2dM/Tdum5+r8r2Dr3DtYAnWSARZuZPQjK2yZxKDvi6g3Q5GXhtrihzR7UCxwVFViDbRLpe05dm3ieBCSJo4CXrUuNaugArYtaiFbxZoX4EaAlOqJssi4sjyuI4I0hWiP3eh2/qQTebANI1BAVRzlgULOo6E8QK3CyD5bVODODnujJZHmdKBcplfg/fkdfIhpkzl2bZfelzF4yVMYPzsmuvev6Qi6Mely4SWWEAEvvQGWbgh3WCeXX9umXXbf1fNvD1gce+Zx/avqwMc9/aXWkxEvk9po8NDe51WzUMppRzGaDoA05990qCg+tpjDB+0a/Yr0fFMYK1674fS7Esiw9bZigN9Ys+I611ztj3leP5rjBPCRgEUfltBVL5upTMj8R+p/sLkgAUKDt+G4BcwZPxDF7TQPDMyC3D5FIpxuu4SLHuPu7nf8vLizdYXaAia6al68w1K1crVxDomj6CEpG6QXQ2xMySbsJRQQxMFeex7ImuQcsge5aLnlIOE4j64s1fVcGTCwB7nGySABQxJYFxY5xjpzLtg2ByBk+HvuzWuxsDwJbR8pY1M4cj6Az3oeQJXtUNPvb+O5G5/Z/4pDWYDjGYHte6TmvfUHuvBsUQwBjqM2PAUi1PAijHSvdr9PORCKCv/Wj/uFaD6/sMo1VZubHAqbV/bN9ftS+PBk8mo3TAhY2oCeocVBnsUW58nM7YylNkjiiAB9vNXM1/mZIK1ARGxj4wsAM+TD6pGK+TQML7CUJyhp8uKRuBgEdWLFeIFokn+8Qz4gvmGN12WMMmu0yL2AB4ryFrpPtNqzvpZBNUyuql+0yrHMllWtINZ5C71oL3cFah7JSz/9iWiz/qMmF7ZnufZW9KyzrtU0ItRZ6Dx5Ay6msHfS7B6sZadh1EFtnYJg0nr4GOyWVYZpllrLSCphHbfWVUKmvRYq36XHpDzEyrj/WxInlsy8WVMtQfktXte770zDgGODb+JPb1PddQnbT+1221blZlaZexTVOvNwk8yUYYE+TCua5l4+AuKGB2G3E1TiMWPIlsBU0CLa5DjBDCeQZKCwxy9pqsDtfgXJN0Ceh0PWWAudMuM/FdgifBg+eYMVXWx2VVXL5EtotjcwaidcTxpCjgvzP9dDlQd1zHRkjdalnzEWDaqQ12lyIV9KQblfslg2bQfsYwUQe6CLm/sxIzY7PPw3bfeYJWWcQZPO1dWUURtM7fyTWGzp/KCGlA2Mad6ePgJqiaurzCLLOoY2samBqmoNi+hvpYZYkqI9M6vg80+d1io5C8dt4ry7yMgUJqvJdAibECMsDtmaboJ5FaaJksA0lTjMBlgKcPvLbA0thy7Ag8oayMmXHwdMDPxJk+qBQf4jIjuWRLusO8hg1TdstGnFPqXZJFBklA1ZpqyrUzJkrwxrdMjMuwaHXIsFlmgYWdLANSbWTO0DNo22cyCF2lrvvMQDufN12dgBavl7OKbKha3HYO60TXmttrYH/Gb+VaYO53X7JymT7BpGmtgMBZNi9DCmKMddmneMfImOPGKOgx16uKEkkWLN0I7nOb/2eZZaw4mSgXfK9gojInQ0BgmdusjxHO7a1Bv4K21r36wMGQJPDynHTD6e3wmAouWzLVOGqd31c39ZixoGxM3UzVHaPBE6wQzMVhhx3WDdRYegzyxuu4DIsCkBAEwbw4pTizkhvHAxviLDOBl4BCYMN2AZdxSy5OCBhJl2C6ulymRXbImX3EF8mC8W3nkb0yDsgXV2OcXCrCBmYwK2WEmcop/sYtubwJsxXYdvazn727howTixNzLnWa6+d5/e6FxeKMmZfD4yoLZuC3bB3PQ53o+sw1i6ob1pmOLn1DefLas+wNGaLtDxaYWAac+va3gFPmIdM1l0sI5SBXB5+xlvEsP59iaEKGbDiOtJidqVIZpWXAyeP8Tr3c6hvJFjlOZXmXMVC5PVkrDfYsT62PlkzRNy1Dqe96q+q2PpZqDKu3NvCUgdQZYS9gymnsSHXt5IvUWpRBMTjb9ecyg3cuM1KpRa9llm3X4UEESbquLItZtW1kGW/kbIIETImynUGY4K+WMZkagVhd2iUX382XJ4tV0xDUKaD+T4tEVs/n0j3pc3u+x+U7EmRlPqy0MnxX3itTP8yy+4DI/S0GaqdWn9fcKegaKncdMMYAqT7mTUl3nX132bOs4zlnOXGAp2Se1IdIX0xPBRxKbc+t9t6SPra1Du4t5mmIkcm8iWN0w5j99fn2TUw9UrcPlT/13BQAteyaFZSuAqJGgycYEQOOzTVEw2J7ZS3yfw0Sd5upCgQ/XJMAa+7hjDPdSxUg2KAFdDA6gCa+DVInzkoQY3ZuMxHnFP8MVncdOv6TewnGxXQDJpk0lkiwhviMuaacsVxpHZvuASZOoJlxSi4B43PW+soGIHB1zbtcoiZjojLYD/H6Ak33Gyum5SVI9t7JnKV1M8vmZJ2AaOp913WdnQKoPMdPdR3noJfWclrmfdec5edbnFhkSEKyNzlpp7aVHIcqkBoLkDyn77hlA3of4Mo+1fdZVobqElwm+9bQl1rPXY3EVhlzX19MWgtU+kkwNSVmctJsuwRFvgTZGCVdZjI3yYroaspGqSvOmW2yWBmP5IPnOmzJ8lgu3WW5XEtWSE206TPJDLmGXjJWuShivrikOfOFVMWd6RzyRbVmOVg/likbj/dPq1oQmy8/WSIBUObnsnPVGX0ZW2YqhWzEzuTbVAbnWf5/ybbWZ7HW/fX8PKZud9+QYuo7r95/2TFD25dZ5H3ApzWgtPrmmGcbK2Prat0yA7zdi3nKsSzHtBx4W8CjgqdqEExtMxVEDEm9RwK9qeCpjwUaU1alxRQN9e963lgmqK9u85yh78QN+e6nLDs2aWFgbigbJLBxEUEDqTM/kgAocyyZNVsXleAEYRaacUdci2RcsEEO9GbFzngcwYYuRdPGwyABxjge0SKt7jJBhjmkiDtiP9cAeFjemr7f8ieAcuaa13c6J0wYx5gtPK0WX6agMdcKzAzmgqSaHNScUwluZcb4b0A938Y4JfOGJHOFCGa9h4CUa7So4lk2K8uYmT4GZ+i8nbJZY9minTBPGhyek202Y51SkSbTOmbw2ctyKJf9UBFTtRh+osGPtJI/VnaqDzz5P2UZA9pqr2MAW0pOGMrvBFdj2aexcpIw5lsyhjWqgKmSANV4qc+l1GvUfVlmwVOuG5uhR8tk9JE17ihXn87FgHOGXF2+pKLCZGZswLJHgiNdSZ7TYlcSwCRIElwlq5LApjZWy916ofkCMsYpzxGY2LFyO5KzFGuZkwESgOVgkMCmRS1mvFPWt27LpCkzaD+PTzavMoTJOM7M0+ZlGdNR97cYnGUW3xDrs0yWnTcEsscyT3l+tWiH2LVWn12XjL3WlP5Rn22W3ROZhtSFjhmtPEapkysA6GN3WkCn1T6HwNNYANXHMg2xT2PbaquvZbn7AF2VWq68Tp28tCp4qh6mvAaSHh5xRk3bs1bwREGdgm9SShGczAbsitP9M4t1nQaagEsXG8wSQtA2woy4XEBXcGXcUS4R44w02RVmsuX6V2b1hkHjHFZfR8xubhC87Ip5oSyvLymZIT6u/0OZZOeSmaIMRxxxRLedMniPTJuQAw37nbmoBeT1zF+VjU2QZSoCqUfTORh871p9NirKyoLEzmzkfTqTybqmDmQSvZZ1mQlJZ9mbshN2aJP3Hss8VRo9jYgKONQtKr9DEeDPwGn3xRnEJi5WJ5tjsC+uqY+5SXBVt1eDopIJFfi3zl1Whr77tkBgq1xj2KM+tmhRgI1SQWGL/WoxThUE1Xv0XWMV8MT7xvO1EbedBa8zwIzjcZBNujBZjZT6QnOGF+LALGuSuZaykrxWvW6LoUn2JO9Ry5XTVFvWfcuy9b4CmXpeMj8V8OW9agNvKdN8pqGOlnXvvW0YdVtfcsFW5853O8tmpKXEljFRy66V12y1a6UFZvqU6hjmadlzjbnW0DXrNaYwTjthesaUZZa9LxkcngZ+6spkOfrYlcqkDIEnr7su8NQ3BtYyVVDTAmB1f6ssfc+AtHRNfaY+Ni3HpT7w5DXyO8+vwKtPj6bbTiNtasD4vsU8Cs4yyyyzzDLLLLOMlnktg1lmmWWWWWaZZZYJMoOnWWaZZZZZZplllgkyg6dZZplllllmmWWWCXKiBU/HHntsFxz213/917t+77e//e3dvfmeZZaDKe973/u2rnCFK3SziWiT//mf/7n16Ec/+qAENNMXuS99c0gOVvlmmWUvjBV3utOdts597nNv7RUZO5799cj+fWKR8UkNZplllkNKmHZ9y1vespuO/ZSnPKVLgXGuc53rYBdrlllm2YA8/vGP37roRS+6dZOb3ORgF+XnQk60s+14rMyovZvClFDyJ9WlYWaZZTflk5/85NZFLnKRrb/8y7/cutvd7ra93bQiLqK9W4Jleuc733nrmGOOGbSsD1b5ZplltwU252pXu9rW2972tq1f+7Vf67ZlrqkpQi6/W9ziFmv3trTK2BIXkXe1ixO7nGiZJ17ewVK+Lo8yyywHU772ta913yafVTJ32l6UvV6+WWbRQN6EnndFikNNTjpxbbhDXdZGixin8OlPf3rrdre7XZet86xnPevWIx7xiI4F+sIXvrB14xvfuMtqfdhhh2096UlPair7u971rl12cBrlpS51qa0XvvCF2/tBtWc605k667UKa7xxzu/+7u/2xjzhSwadf+lLX+qoTX5TRs6pSTNZV+/2t799V14Gnzve8Y5bH/7wh0fFUbV8xCD2i1/84lsf+chHtq561at2LpTzn//8W69+9au7/e94xzu2fuVXfqXLIH6hC11o61/+5V8OuOZxxx23da973avbxzFnPvOZO5dMy7/sPTjuyCOP3Hrc4x639YIXvKDpj/6nf/qnrStf+cpdTAxZx69//etvffzjHx98vln2vtDWaQMI7YR3r9VYY4psG3/1V391AjcA2//xH//xADYL65Z+SH/7pV/6pa3Xve51J7g/bejqV7/6AW2wJumbEvPE//vc5z5br3rVqzrXBNe9/OUvv/XRj3602/+c5zyn60+Uiees7fyd73xnVw/nPOc5O8v4qKOO2nrgAx/YZdav4j24Fn32b//2b5txKDzPU5/61K2LXexi3bHord/6rd/aXr1glr0ttjPa9G/8xm90uh69ev/7379bbaHV/l760pd275s29MY3vrHbx3hyl7vcpXv/bGd/7UvIF7/4xW7cQdee7Wxn69of3pEqfW3tz//8z7cucYlLdG2Nces617nO1vvf//7t8rHyA+OlySK5jrLuMo6NeeI5bnCDG3RjIbqCfsszODa+9rWv3X6my172slsf+tCHTjCW8RznPe95u2PADjwH43MV78Fx5zvf+Tqd0Bc/+ZKXvKS7H+VBl9361rfuMMokWaxJHvWoR+H+W1z60pde3OY2t1n8xV/8xeL6179+t+3JT37y4kIXutDinve8Z7f9ile8Yrf9He94x/b53//+9xcXuchFFr/wC7+weOADH7h42tOetrjyla/cHffUpz51+7i73OUuizOc4QyLH/3oRwfc/4UvfGF37Pve977u/zHHHNP9f8ELXrB9zB3veMfFKU95ysXFLnax7jrPetazFje/+c274yiX8tOf/nRx+ctffnHSk550cZ/73GfxjGc8Y3Gta11rcalLXeoE12zJ2972tu44vpWrXvWqiyOOOGJx1FFHLR784Acvnv70py8uetGLdvd4xStesTjssMMWj370o7tnPcc5zrE4/elPv/jOd76zff6rXvWq7v6PfOQjF8997nMXv//7v7844xnPuDjXuc61+N73vrd93Be/+MXFmc50psWZz3zmxWMe85jFn/3Zny0ufOELb5edelFe9KIXLfbt27e4znWu05Xnj//4jxfnPve5u/rN42Y59OTd735310Z45/e73/0WL37xixdvfvObD+irKTe4wQ26Nvf5z3+++/+Rj3xkcfKTn3xx17vedfuYj33sY90xtFvaCv3iKle5SteGXvva124f9+Uvf3lx1rOetWuftOk//dM/XVzgAhdYXPKSlzxBG2xJq3z853z6zxOf+MTuQ1nOec5zduWgTE960pMWD3/4w7tyX+1qVzvg/Pve976L613veovHP/7xi+c85zndc9H3bnGLWxxw3Bve8IbuebgXeusRj3hE9xwXv/jFu76Wcre73W1xspOdbHH3u9998exnP3vx0Ic+dHGa05xm8cu//MuLH//4xyPf1CwHS2xnl7jEJRY3vOENu3Z0u9vdrtt2+9vf/oBj2cb4RLtGrz7zmc9cfOhDH1p85StfWRx55JFdu/zDP/zDbky50Y1u1B3/lKc85YDx7YIXvGA3/jzkIQ/p9PxlL3vZ7T6RYwXjVG1rd7rTnbrjrnvd63bnotdvfOMbd3oboX+f4hSn6MZMfvNBByCbKGNLGBdr/+Y5GPsPP/zwThdwP8a30572tIuXvOQlXf/N/nz+85+/G38VnpNnotyMe/e///0XpzrVqRaXu9zlFj/72c+2j/vgBz/YPT/jF9f6oz/6o268ddxLedzjHtf18Vvd6lbduM/7PMtZztKd+61vfWsxVtYOnu5xj3tsb/vJT37SvTQKygMpFJAKoJEovCjOp0IVFBAghooWSLzpTW/qjnv9619/wP1RjOc973m3//eBJ7bxIlIuc5nLdI1Eec1rXnMC0MYLvfrVr74j8MS2l73sZdvbPvnJT3bbTnKSkyze+973bm/3GfM+NOwq73nPe7rjAEE5SFDfdGzlm9/8ZgeosmF/97vf7UASij+FjkYjrttnOfTEdgjwXgZOADy0EYwEDBP6BIrt29/+9vYx17jGNbqB5oc//OH2NhTYFa5whQ4cKQ94wAO66//7v//79ravfe1rXbvaCXhCOea5gCC2Y3ikofGwhz3sBPdp9Z8nPOEJXV857rjjtrfxfOgs+ofy9re/vbteDmjvfOc7u20vfelLD7jmG9/4xub2Wfae2M4AEin3ute9uu0f/vCHt7eppz/+8Y8fcCwgHGDwjW9844Dtt771rbv2brtzfHvlK1+5fQxGL2BhGXh661vfum0EVUkAAXDPMXWTZZwCntgmkMvxDQyQfc/+nPdp9duXv/zl3XH/+q//ur0N8HvqU5968aUvfWl729FHH90ZN6lLjj322M5oAlylfPSjH+2OrduHZO3RzBmYiv8TGo22hztOwQ2G++lzn/vc9jZcA1Byt7nNbQ7w/d7vfvfrFtLFrYXgCjjLWc6y9Td/8zfbx0GT//M///PWrW51q1Fl/O3f/u0D/uO2yrJAx3Lvu9/97gfEMd373vfe2ongJoQeVKgD6oKgXlx2ir+zTNCL6b6EtsRNwfkf/OAHDyg77oxLX/rS29ugJX/zN3/zgLJQX//zP//T1fc3vvGN7Q/vjPsTHDjLz4/Q9575zGd27YL+QEoDaH1cGch///d/b731rW/t3Bvf/e53t9sL7fDa17721tFHH925BuzLv/qrv7p1uctdbvv6uBlqG5wq17jGNQ5wZ9hPbn7zm3cu57H9B/cGZSeFA7pJV8Hxxx/fuQHvcIc7dH1Vwf2Ja6G69ghNuNa1rnVA/8EVwLlz/zl0pOr1+973vt13uqttB7hzFdrOa17zmq0b3vCG3e9sB/SJb3/729u6mWsdfvjhnctbIXTjHve4x9LycQ9cT4961KNOsG/M+o27UcYhoc4Yk2r/ZCzHjT623+JKpdzoFsRyE3JDmAvuxiOOOGL7eMbH6173ugeUBTchLlD0WNYF+u8CF7jApH679qjMrAwEBYMPEsBTt6ffkpgeCl9npwEs3N8V+GQn65Tly172ss4Xi/+WCgFQjAFP+otTznjGMx4Qp8C9aEQ0nBRexk6E2I/a2KkH4i/qNiTLRGzGE57whC4+hUEqJ0nSAbLs2VD7ys5gZwNuiYPmLD8/ArAnFuAf/uEfOoUJWFE+85nPdG2OGEY+LSFm8RznOEfXBtMYSGNh3boFGdN/Pv/5z2898pGP7OKzakyS/Ucd0+rnbEsjhf7DecSFDAXrz7L3hXEnhXgZxqEaN3ee85zngP9f//rXOwP0uc99bvcZage0LdpQ1f9j+sRnP/vZDhRgBE+V3SrjpvotRttjHvOYrVe84hUn6FP2W7YzPvb12xT6LXqsvvNVgvXXDp5a0fZ9EfirZklAyRMMRrAzaPOVr3zl1oUvfOEuwHyV8u2W9N17TP1gDQGcHvCAB3TgiIZGI6cuxgbipnjOi1/84g51V5lnO/38CcaMAaif+MQnujaiMWN7YXIFFmtLdmpcbKr/YJnCEKGIH/rQh3a6goBYjBCCUVftPwAnAohbUg20WQ4d6WNzkgVBbDdMkGJCUUsueclLbh1M2QtlPOkOxj0Yone/+91bD37wgztvCqwuz0Sw/Kr9lvcLdmjdPxnnZbJnRkiS9xFZnwobYSaE+5WrXOUqHTOE6+5KV7pS5074gz/4g7WWBfru+9///gHsE9b3wRJm5dH4c5YiNCZWRS17q5x1G9YVwgBwzWtec2PlnuXQcl/gkoPhfNjDHtbNJPud3/mdbh+zXbTMlrUX2qDMZsqnPvWprYMhuOKYBcxMJFxyCi7KFHXM2P6Dq+CKV7ziCQbVWQ4toa0mq8S7ZhxaluUbgIy7GHA+pk987GMf64BBgrMxfYK29qY3vakD/0PsUwv07VYZNyEwUG95y1s65gnWWKm6hTEMj9LYfsvz8b4veMEL7qh8eyaD4/Wud72tr3zlKwfEMpEo7+lPf3qHBp12jQCu8Mu+/vWv75gTjhsb7zRGsKxxA5JcUKEzERNysASUXJk66qamWKDs73nPe7qYFYVOVy1kjsM1x3R0nrVF987y8yOAc/reE5/4xK3f+73f6xjNhz/84R3oUEGRAgDG98tf/vJge6Evv/e97936j//4jwP297E0mxYtzOw//GbqdwquEVITvOhFL+riLBXiLU2JkBYxfe+xj33sCe6HPqpGzSx7V6peR68iNV6m1a4IISGmCNCxrE8QU2dqGgTjvM+VlsI9aK+AiCrZpmFTa7vbrTLuVr9FMOrqcQDDv/u7v+vKn8AJhinlZje7WXc8dVmvy/9WCoQ9zzwRY4Fihkb/wAc+0KF+XuK73vWurrIyIBQBLNHICaIjmNPYqHUIrkCCXR/0oAd1LwCan1gJQAhyMLKnkisDoIi7jgA8ABKWL3lJUh7ykId0cSu4KXD10aGe97zndX5nym/ZAU7PetazulxWv/iLv9gNllgpxIYQ84JF/YxnPGPXn3OW3RdiBu55z3t2WYTJZYPw7mFf6Y//9m//1hksDDIwvfQ3JlPARn31q1/t2iL5YciDZhukrUKtkzOHNogCll3ebaH/YnHicsRVR9tnMGnlY8KYIB8d7Z98chxDXQCqElBhzJHTCZYOQ+XXf/3XO1YOq5hgcoBZBt7OsneFjPc3utGNuvZKW0Z/3va2tx0VBoKxQT8hxo8+gW5GzxIfh352zGAf7Qjmk/ENzwl9pMbVtoR+iZ5+2tOe1rUvXVbkLss+y2QF7vnkJz+5MwRgVyjXbpRxE0I/xcv0J3/yJ52BTzzlm9/85u59VSGfE/vot+gyDBv7bRIJ6AFyzsGsE9PGWA+24JrkcwOHmCtyqSzWPO3z61//+gHbmTrJFMoqTN0n31LKV7/61cWd73znLucCuVqYNtyXFoApmuSt4J7kbajSl6qgVZbW1Gie47a3ve3idKc7XTedkzwb73rXu7rjyMu0SqqC+rxO5SQfVhXOv/e9731AegfrhtQN1772tbtUB5xfp6eSpoDcGEztZto1U7LJm8U1SUVQy8q1eEbye5zvfOfrnvX973//4DPOcuJJVXCzm92sa+dM4035+7//++44cjopn/3sZxd3uMMduvQA5GQjZws5ol796lcfcC55omjztCmOeexjH7t4/vOfv6NUBdkfso+TR2rZc3/iE59YXPOa1+z6Dn2IVBxMRW+lHqF/kxuN/kN+p9e97nVdPji2VSH3DGlOmHZNHaKzyJFz/PHHDz7jLAdfbGe0DfJ98f7I6UVuvx/84AdL21+OW+xjPKJP0DdI60HbSGFaPmkRmFJPGyRnkaktluV5Iu0P7Zw2yNhIvilyPn3gAx/YPobxgLxrtEWumePCuss4JVXBmPGtrz+Tt/CmN71pl1aHMeqWt7xl17c4jveX8pa3vKVLsUL9MI4973nPWzzoQQ/qdFAV0hFd6UpX6vAAH+qV8nzqU59ajJUT7dp2mxBowZve9KadJQ7CPZSEQHOYPaznn6cU+rPMsg4hWBVmtsZJzXLoCmwF7htcV3U2+CwnDrnJTW7SrXbQisHcqeyZmKe9JnXZBmhA3IRQibi5DqWy48eFfsXlMgOnWWbpF9wDxCzVZR9wSQ4tijrLLLPsrXEPwETuqk312z0T87TXhHghXgZpAcgnRS4ppkwSE7HXZ9dQZhoMcWDEpDz/+c/v1v7ry88zyyyz/P9CTBTBp0ztJm6E2b7Pfvazu3QeNbnuLLPMsneEGEzXwSNnFTG9Jz/5ybsYzE3IDJ56hOSRpAV4wxve0KUEIIcNzJPBeXtZmDVBsD1BugSIw5QBoAi+m2WWWfqFhLkE3jLJAncOwe4slk3QbZ2cMcsss+wdIZD+5S9/eTdrn+TZkAiQHX0JMXcqc8zTLLPMMssss8wyywSZY55mmWWWWWaZZZZZJsgMnmaZZZZZZpllllkmyAyeZplllllmmWWWWTYRMP7ABz5w+zdTeQnK+t73vtd9fvzjHx9wbM3APSYjt8fkt5++/XncsnPHHjfm3mPKs5P9rXste5766dved1w9nozS9TffvHuyLpPhti5vMcv6hEkKLKdA9l+ycvNNnROiSLoJPr43wxZ5P31LGiD1veZ7r9vr//rJNtF3vGXsu2br3Pyd5e5rt33lUPJ/3zNM6S9jnqM+jx/fix+25QLc/mcfKRP4z5pdudbnLOsVMsTznggw5pt+h45jjUdmWfObNDX0vboQbV3uJyXbYP6fovdXPXfVe6/jnvuW3HvZPZaNS2O313v6Wx1p3+S9+W7FMa7nuTbwlErZm+aN3TdUWX0y9PBjXtaYSu07X8W06r2nXnPstcc8z9RtrU/fcS7QzG/fub+nvNtZpov9CuVNugwUOakmUOLsY4CtA3IqBvum+/I9twCD545pL/Ua+d/ytP637tE6vrbNLLe/W89TrzUGPK366Xuuoe8EQL4f3lUfeGLQZrmXM5zhDNsgapb1iwNpDqjqPz70OT8JnrKP+V+p+nHq+NG6zk6vse7j9+0QPPWNiX1jZGt/31g7pmyt64trxspo8ER2XRU6H60jFg7kv1ZxrRxlqFCbeIG71UjG3Hvq/qEy1kZUG08dZKYMCPW3Sl8lzxpHKv3ZGt6cUMf0KRblZc0l1mwi/xADKvsYVFsDMqLir8p9WX+ogCCv5/eY3/ldr7GqUTHUZ/qUqdvGGEfLnlOAk/2jlq2vL2VdcB1ZQ9+fx+cgLog605nO1K1kQL8jw/ksm0lNIfPEOxIo0f9YjYHxDUaCvpf9SnBVDRVlmR6v30PtsXW9sQBhynerLGP27VsBuPQ9/1gGfNn2el3HsBy7kr3nXfJ7I+CJZFPcgEbEzUXl/AdEVfBUZSpK38nLX3bM2HM3VYax9+47p/Vp7UNaVnIe2wea/FaRM2Db2ObsFpsVlTPK+9vf/naXb4jFeyvzVNtKKvFkg4fal9Ia7HNf/b2svWcZaltslWGKQh86r4L6qkxbzzR03wQ2ua11zz6GzQHWPqQSz37HtlT06Nuzn/3sWxe72MVOkPF8lvUJ9Uyd825k2BHqHNAkWaD7zncpE5Vu2Cpjx4Qp48TUc6aOT61rjzlm3w7KlNdsjUFjWN7WeJbH0794X/ZBRKOoFSqwkSSZNircCcQ7oeDxEyetWRtSReZD4Km1bUjhD+0fc48p565armXHLbteqxzLGnHfoNICV62GpxJ38MAyw4Xg76kNbZbxYt3S1/g4mCZ4TQXuOQl8loEgZSoQrnEfy54h/7fOXTbo1G2t5+o7Z0y56rVqP8t9Y138rf6Z+wRQshf8d/DO+x111FFbl7vc5WbwtEHBHZqDK32K8Q1XObGdxj65bI/vrDJPY/rRKgBnzHX6tg1dZ9k9l4GtfSPAWF8ZloEnZCgUoI5Rtb+lwSQBQP9Ch/JhhRC+T3e60233vV0BTzYaFbvMU0XiY8FTVmKfjAUfm7zGGJDXt38T5V+myIfAVp+ibzVUrWIAkwxU3n+WzYl9zXch41QDWPuA0xipAGGsLDvHcvSBnaFg21a5ss1O0SNjytkn3st3MHbw6+tv3kvwpItIcOy9BMaso8nAXSfkzLI+SfYhjRJZJ4gBPusAT2OARt+2of2rXGsqwBlT9n0TAFzfeDWWccoxq+XCy/MET4xh9DPeL7/TiEn2d+3gKRVJDabzd6shtXzCqza0ncg6rjEUQ1KPmVL2vgGm7q/bVlXmfce0Gmoqeqw0Gp+D+CybkZZiQHJgrayTrvS+vtbXDqe0uaHtU49dpT9WAJVAakx/mwquPD5jnpBW2699LY/LIGTBUu1jWr++RwbvDCafZbPiuxEs4VWBddKzkgRBCzxN7VPrGNvGgJSp12htHwu0Vilbq9/0gac8bpnhX/fRlxi76GeMY7BPxLuxjSWY2M73lHFtdO9sAaIMnsvv2niqO28sxVkV5NRy5rXWIauAp2UydFzftaaAJr+zcS47Jgdu3ym/nT6NEpll98X2kIobyffWAk9T+9AYWXbNqSBravlSP9R7pjEyNAgMXTulFYTad06fYq9lyk8GkFdGynNm2YzUOEHjeAGv6Du+DRhP5ilj+oZSGEwBGFNlk6TClO37dug5WjYWtYz+seAqY54ASHxkEWWj6Ge8Q35vBDz1AaextPgUarOeNxbF9l1/yn3HXnvZoDTVfTJ0v6nXyrLVMlYlXq+dA7THt9jDWTYvKmhd4yqCFqhORsp9Q30oz8vjpyiPIbfZbreTsUp9TD9qHTPUl/r2K2ls1JmqMlL1/QqmpurNWaZJ9pGcACVw8nd12SV4WlU3bhL8rPNaq4KjKef2GfrL/o9hppIEsG/RD3m/7Of98j2VFJgEnoaAwlhAtaqF2fd/p9cfutfQtcdY3mMs87HlHQOg8pghcNSyzOsgmqCppRxmhb45qfWeCrvFIiYD3IqD8phl96xtdorLr6+99wH5dRkWrWstY2zrtj5ANPQMfXqpVRY/Qyk+VNy+v9ZsylnWL9W4b+V3ytCU7GOtCVJj9eKy8WG3Za8Ap6kAqk+vJKiqOjHjtemTGa89dkIMsnGn+k4byBTWZR33UpYNPMvKtVPmaeiafcBoLLjqK9vQwLYqgzjL6iL7YNxZKgzETp8WlrO2xiqBCprr72Xn1d9jFeQ6ZVl7HjqudYySZR7Td1r1JrMkePK/KV90zXnNHJCTgZplM5IGSgVMdVBtkQSrGpSbGB82ITsZ5xYjDaVlfar+r0ZkC0yl/kvmqcZsD8WubSTm6WACqDHX2un9+izw1jFDVm/feUNl7LOElwGnZTJ0/hjLe6jMs6xXsg05wCZrUV0HHuexY5VBbeNT2dA8tk9RLrvWmOP7yjUF7OVxfUCnStbJmD43xDxljJqKu8UwterzUBhkD1XJd1IH15abrg88raIbx+jwse16pzJ2PFrH/n0Nb8dU4LTsWeoxfQBqVeC0KzFPed5uyDruMxagDTWcVS2LPmt5jAtiFdlJI51lM5LpQIy34JNTaZNtUnhnznodI2MAxDrbWd/2ZSzvsusta6ur9p1q1ea2MfdxW51+jZjfKWM1cpKG8Td1WZBZ1isV0PYxEi2QtFtjzdhrrAOILTNYphg7SB8RkP/rtqGxdcqYm/cbeo+tfr6RmKd1oe5NyG6XYxVLdJ2yqWsPWdB75V2fmEUQlL75lpvHgOK+dzTW6mspnbFtt7r7Ws+S37UcdV+rffUZEH0Aago4GrK48/eya1dwlefUDMYtxV3PrdPiZ9mcJDu4m8Bp3bIq+7vKtfatMO6NNZRWBVAtvZXvbt1j2I5jnpYBqFbjW4ZWh+4ztjw7kbHuizHKtza2ZRTnTiyL1nlj3Q19ZdiLSuLELoKkmgBOBZ9KIAffOtAOWX31mGwjaY0va5ObbB99faePSVpW1irLLM1lLFOfkdEqW313CZQy07jguL7/WTYjrQF1CCz1HVt/r3usWee1xt5rFfanT/oMh02SDkNG5DpkLQHjYxTpbirb3ZIxDWHq9datKHdyzb3GLP68iINoDqCteKfKcmRczRhmZui9ZuDyWEapdey6lWDr2kPgqcXajGXU1nGMInhS8p2yD/cs3661VgH0LJuXZezEmPHtxCTL+v4mDf5VZZmuWif7tOOYp6nnrrJvCiMypUxTLdUhxmyIkhyLfJe5QFrlmarAxx7fok2n+oRnWV0cbOvgv8x9tVMra8haW/a/ryzJnLXY0CmscqtNttizoWdzOQa3VQavfmdQfh6fgDaP97qySO7L42ssU2Yhr/p17nOblzHM0ibvO3Z7yirAZKr0MaljWN0+qS7xIfd1HjfUR1vXTFnGLC57npacqPL/H0z0v4oPeNXjph47tQyKg0ZVKLMy36xY3zWTuNLn0899qyjfKUB5zPU9RhDhArctQyPLP6UvtQDd0PmVtbOeE9wodb/XBfh4fPaPBGQ+d5ZFJonkfGYQF0B5rLPwEqTNsnnxPbdA1ImRVToYsm+AOR4CT63v1qd1j5Q0SvpmTk7pbxtNVbAKstspGzR0/SnodKosu+8YhD7UYPqOXdZo+hreTmVW6ntTWuxlZWZajMYUVniqZZ6AAKmZ0pUKRuo9x1i99br1nlknFQR5fu7P67b6UEv5+qlJSwVYslL1XjUdxdj6nWV16WtrY85pgauD9b5aer6Wq28cGjtmLjt2zLgwBITq/9ZY1QecWseOYaKnvvu1Zxjf6bGryioP3lfJOynDsgYz5pgpaHqowbSu2/qu5Ztl70mrc6/jmmPaf1+bHVueHFiq61HgUBknwQPxPxmsPgWo13KbusFYIu7Bf9MAuNB1tTxzyZRctDclM00ncPI5fvSjHx2wXI4f19kSSHkv9yWw20QbmGV12clguykZYmqyXQ8BqE2XbwxzlJ++iRJ1f6b6UJb1mRbjtEo/W8ltt8nKn3rtMY259VKqVb7qOkXZKFvn9W3Pc+uK0C1LuLJOrdwxrfIvA0+thtNiJmbZPVlX/xpia8co0b6+NbbPVcVWXVK13a2S3HPo+bx3C4QAUgA5LhYqS2S5+W1eLb9ragifT7dk/ud4Vm9P4Jggqz5/ZbLyOeZ+uDmpbXpsm++7zrrKMyR1LBgCUBl64fWnAKgp4+CQ0bUMJLVAUfbdvA6igVL7R/ar1qSXKSzbRgLGD0UrwBeiFanC60vVvhuSyjEt1jpFuXYKj81vr1fXyMrnz082sL58Mn2IfFbmm5dNt8GWQhpz/Ng+R/uF1cklY37wgx9sJ/9Mo8FrwL5MKdOy8gp8EO9rHwPYUC5nNcpE5SxHdUTtK8ZuyR6pU2S5fB5Waef+6pQf/vCH2/FOmcyU74x5SsU/z7bbvKyLiThYkmAjJykgyW7m924wUPsKILKNJ+jJlRFa41of6EmDJnVFXZvQZ+4DWDupg5VinnZ60ynnLkOMqzBPfKz8VGJ5r6kgamz5Ws9WEXfN71PBUy7ZwQDldu6Fcs7lH+r16zP6ewZEe0dabWZMW+zrl8va4FQrdKjPZTulj/EBqHhcrk6f9x/7fHmPvnNa+yvL43qBSGuJm5bhksd7zaw/jxUcJptlfaShIsOV/XPM7MpZNiPrZJeW6dR1AZc+JkepQfBuq+XcJJDaV4iBShLkeMy3/z03y5xGUSsPmkaQhljqmTH9aOMZxvP/ocQ8CTb4xipUWfExPkHwgYwBUDsBHi1A12pYFTxZfize053udNvXoPz/+7//2zUgrFwT72Vj8zoOYjzvsrrrK/ssm5PdsoCnKvkpzNOpT33qrp2e4Qxn6O7xne98p2tv3/rWt7rvvmdrUfGrtLc0ghLgyBZRNvo9ZaF/yJQ5C06AI9A61alO1f3mm7727W9/u1PS9jUZKLZplHldv3URfv/73z+gz8vOGfvU55aYZf2S7WNd/W033lmOH7aXGp+XTIzGSwXp6wRQ+xpATiOqusrtV9kPHJ+NUbR8lZGl7+bz+t5kd/nm4xJXOX5WWfW5d2Vh4NY1ll2vz7qcApiGrp1Mj43LRpVsVAu512utw62VDc6G5Cc7A2LjogGhyAVZNBQGA4/xWnxzbFK6NDCVvB1qN6jcWXa3ry1ru2PuN6XPVRYqjQMVooaLAL6Cm77rji1vSzy3JqfMT5YlWSO+Yc8OO+yw7T5HP8NQoR9V6/+0pz3tAc/dYrJrf2vpkBk0bV76xqSdgqmDoUdzXHPcqO24xuBledet//fFeMZHg59vXdqOdQms0qNi/ZtE1jLTH9PgySz9OenC51ymX1aRHa1t13fM0PaDPTgnhZ5xDbw0KhuliFJHKbqmWI1lWHb9KeWooIlyoJxpHDayqoRF3Bxz5jOfebvDyJqBuBGOP81pTtMd+//+3//btm75wAIQg/Ld7363ufjobtC5s/TLTlinMcBpJ+WaepzKG1DBdhQeyhDmRitRAO/xLVfgVAaquqn5zb358F8Dwj4uG6YhlQJwuslNbtIxvTBqX/3qV7e+8IUvdP1Il4PK+yIXucjWGc94xo5d4pqf//znt77xjW8c8Hz0xayrGuOk8ZP7Ztmc9AGnvSitflC9F5W5MdZOD4WGS+r+den8fYUEYJziwxiEDuD79Kc//TaQSiM/Y5IFTZTReEnHP/ohxzK+ca4xTrDaGDX//d//vfU///M/3XlInrsuw2Rta9v1bdsUcl/1BVelrBXqy0sGKhV5Th1uXa9axUMvp29fdSmgpPmoTLMcBr3a+BSRt+hbAAYg49tGJNCicfVNCx1iCveqYjkxyCp1vW5meB33yMBNDRZEa5H2y/Y0TnLgavWpFqhaRQQl9AsUsaCqMs/0EwwMXQ187F9p1AgOeaaznvWsW2c5y1m2wRMA63vf+942WGsNUm7LZ15Vd84yXmqbGwuc+o49WO8r+0iynrk/Y+z6mLV1lH9fic+1v9DX6CMApzOd6Uzb3pMETxkonuE0qSfsa5zPd4InJ3PQ99jvJBGfuQ84rQKYdwSe9kKjmaIos3JVYkkXIsYkACrM8yI1nxmSV5Uay5EiaCJGBMvVj9vzGbDWRfWIlrtWtQ0FJU6j5ZpOnebD9UDo5pgZin9qNazZpbBZaYGJQ0lopwAG2laCDtqsbi3aI/uxEulvfGR/Whb2VObJcxCNIY0Gy/KLv/iLWxe96EW3znOe83QfYyTsZ5/73Oe23vrWt3YW7ic/+cnt+CX6jtb01772te5aV73qVbeOPPLIrfOd73xdf1On/Pu///vWpz71qa3PfOYzW8cee+x22dJoSasYkRGb3Xe7I6uOZQezX1ZPUDK2hnw4I1TgAahw/Mh4oMpArSL7GhOb+Aiazn72s3cM7uGHH751xBFHdP1HciCBnjNa+ahDYJFkiDnWcU3Dx338x1jxeoazGEBePT5D4/GuxDz1Kfi9pPCzgeUngYbWscpVcGXDWkfMxZjjbPQic5kjy2yDz2ngfFozGvIaWtaCJwNlMzi179n20rs8scvUul7G/q77fmOvidJSeSWrmzFQTn4QvA/FAqX1uC5Qyr2xhHF/o9h12VtGfgOE6CdYwfYdgU0qaY5DqdsntagBWGz/4he/eIK67mOzNxWnMcsJpY+FaR1Tfx8saRkWtW07liRDqjtPMCUYqeet6xn3RWqd9KgAphjTMEoyfMYyGTbD/3TtW17O5cO1DLnRvcdxxle1ZuUdFLdd6wUdCqIyQmRZWpH+BlYj/DfvCy+BlyL7tInnT3CnAkdZ88mke5SPZ+C3ZbBBGUuhFeuMJ2cJITZkByz20aGMkxpyTR5q7/1Qlj5AdKjEoVXXcDK9CO2UtmnblkmF0eF42v1OjJSqHHOyRBpLxF0Rk4RQBhmnc5zjHFsXv/jFO8sXRgpB0dNfsJqJrfjABz7QlZPnYB/gCxD27ne/e+srX/lKxxqzDzbqMpe5TMdQffazn91mlVKpZx+r6QzSKp9lMzJ2bNtLfS/HDIOjHd8E8DkrzW9ZYfonfU1ggiT7NDXWbtGjs6oxYDlkjgz8zvsKntiu0SIbxfkYPIyBuu9yNiH76Z/0bZ6vzmRVqo6YCqg2tjDwXmpk9SUi6UfVv5oz8LKxyfYYZLcTBqqvbFlGFTj3pOHYOPQdI5lLRlCXVgaS06xrPIX7MimgSnyMdb/X3u/Piyxz47W2j1UK63bLqtSlzAVTtlXbprFPsqEcPyaFRm2nLeDUYqv8T5tn4MAlkBYs5YMt0nBinwMSZUThO0hxrNt16REj9fWvf707BlAFEOMcB7KZ4d07crAZ2p1KC3Q7nlU3nmyvfVJAobclZ6Ei6zLUfhbpEmSPLFsdozze/imZIWOWcVQZDpDkgf2welWW6YqpsjHwtBclZxcASlTqGemvUvel+QIFJTI00oQ7kQpoRMYgZqdCEw+CIseK5Ru/cfprMydNZkhGWm48wVFavS2/b7IcfYPSLAcXKO30+N0Q2iXtmPYHIFLh0VYFTQAMAz9p48xk02DJrON9YGlIqjHgIGMfh3U65phjuvvzoYx8rnCFK3SB34Ag+qJ9gfOwetlmLpmzne1sXbmx5um7MFVs04VgHSRodKCqOiQzLGsxz7Ptdkf2Yv8ZkixnelYcB/jW+NdFTp8TfHBsNaBbDNTYetlXxhHHJPsPM05zXMGVzTfGCX3KcrHfWXeWF5bKMrs/U/okeFoGnFrlPejgaRlSbVm2rRiA1vZ1iQhbRWZjMYahgosMJDcwLXNOTGlQrf8psk66LBxAEBuEbryaDK02lFZQ3FRLovW+ZtC0u9L3vrKtDp1X39cYVrFPVrFEpdIztkKlLWtjzhYnaABABFitMkx5xtqG8xzvBVME+0T/1l1+rnOdqws8JcA2rfJU3Bot9k11AywTyh7XgcaWrFurrPX58jO7yjcvYwHCXmQMK/Nkn9GjohsrGSgNB4kB+2d6VlpG9Ri9sa8Rh2W/oC9gRNDf6Hf0e5PFAqAEPEkM1BjkZKVqOfvGvyxb6zlWxRwrrW23SkPZSwogp2ua10mg5MvKRpYAKnMqea2dMlBZLv29NuacfYTQyFDyxovIkCHZWOwI+olpqJk4zaA8rfucnl1lBkwHR5KGz7gX3/MQeM+4Hv/XfWOVSj1/mdR7WnbjGL75zW9upyuQjdJ9xzcWKfsBH3xafSyVvPdI5ZpLqaRLPhlY2j33gTXSDeDkCtMOZNZxy8cAgNKnD7INdgqWCcDEFGwCw9nvdGyEgSPjS9J1mOXWrSIzXt/9LAdX1uXKWrdYJnWCY0iyvMZAZfiHrjy9LulZqYkppz73zyKkhG/6DddwjDWWiYkWiC5xGahq+KQ+ytAWMQkf+5kfx/c66atKHzu1KxnGd8JqTLlP3m/K8Xl9Bx6+BQ0yPDJSFalnYj2tyL6cLcvun+Wv+2Sf8rcB6ypftgvo+sBsxnY58OQ9qw96Bk57R7JtVxCU+/uk9S5rG+0DUPU6q7CWtW/6P9uilqjuBURgAyhREaJwjS8aKl8tYx9NXwGL1nfmbkJkdhOcuV+jw9xQsFZeVz1Bv3KKtmAr4yZrXfnbsrUS186yfpnaptcNoMa6nscek+Ma4rgm22ufsS0L5DNFhwZ75oVaVpZ9AysDJCnANXFvp5FCuegfCe4yxKT282TZMn2Q47hjdCbA3URfOtk6XvKYxrSXEHuWw4pNpE6Fi3xdfd1ZaSo4X7YvKxH61DIsGzy5B8AJNwJ+Y/Pj0NBsWFoKDlCWyfgpG6YNGYUPfUpD1srtG6D2ynubZZxUyrr1Dlvuo9Z7HjIO+lxQ9Vr2iywPbdS17mjP9Dlin8xz5pqNfGjDxP6lGNdX+5zbHTRymnbGT8lCeY1keDj2y1/+8tY73/nOrm/AlFEeGDFZZ46BWeJc17Z73/vet3Xcccdtnfe85+1yPQnAyBVFjqfjjz9+m/11cMvBwTJqHKmD5v534pQhphdpGQJDbSHbigax4xrjlQxUBmm7/qTMq+xQLqwrwKqJohcj22VOHOHe3CNd0o6l9H/6m5M0EtSpKxgH9RjlepOOe7DAjpPoDWcVuj/1wZh3sutr2w0p23Ui9parYVWknjklEGcheA8DXUWyGZuUvuJ1WySZukBLXHDHPjtDBsPLijlN3IDB3E+D5ZPAaUrZZkZqb0ufuy735fZlSrl1/T6l3gLgeY6GhqkBUHAuuJuJ/aTdXa/R6/QpwCyTIESDp9L7FWBWsIniPfroo7v/znRNBk1l71Ro+ieB54C885///F3KAi1gFDrgyWz+qbcqcMv8UXX20yybkVUAam37Uz0h2e76rtsq51jW2T7muGYfykkYOZtNw9lcSR6bY0aOuYsJsZPpRXEGeQI4hL5PXzEvoc9h2IkJdI1BtE+aq1CWCVIA8CTba6iAz9eaLb9q/5qc52mZ1Aru2z9FkjqvboT8WMZV3Gg5C4/fvkB9wX47QwjxeMGXIGSV/BhD5c0ZC3wM8qMsomktYhqMs4BkmGhc/M+gO/Pp5IygWudjLZ5ZdkeWKauq1PqYoJRV32sfQGqVJ49J4EKbpM/AgNL+ZHeNJYLtyZQcHA/QUhHnc1WWLYFHS0kKUDJZoOXVOiYnk8fRtwgiT0sYdor+5Tk8B2V805vetJ3OgOtynFY3z5h5dayLXMtLY033igPMLJuXFqBet6HYAux99+kb15YZOzUsRbbU/iPbZIoNxDFONgjpm323aPSrPqPM8jhWmQzXccu+J/OkO899lIH+Rt8QPNW18OxrGD0cgxFDH84Yw5z4Ud9Dq/zLZKO9clVWqHWdao3x3xcqqtwJgPIFaqEKVoxtyNWeVbpaiQacJzrfKdjI83PWnS5GxJl3NkLT7rM9g87ZL9q3bBznzKLqE873NtZlM8v6ZKi+hyzVljU4hYVtXXPoOlOMqXpeWsYodEQwxTmCqJwJBDjRkkwXXJY5XYR9g03r+TIonT6lYaGCNu4QcVFjgtlR6oiufK5DgszMZaNrxPhJdUyK+kOQlQukZoLPWXZHpui3KWNNC5jVj1KNnynjWpICgnL1voa2YEamt2b6z9ihbM85eWMxIn1IBVDJrqbBokuOvk9fcozneD0uOfs1Gdt0T/KM6AqT82ZMbwV+rfdy0FMVrMuFpQLJl2zFJRVXP0MIuU+yYUhzmllcmlGr0HXiMsZCAGPZaiNbdu+8f+1M+Qw2Bt2IieBpNGxzJoP7LJ/3qdNTa4NqdehNWGGzrE/G9Lll4Cqz2ct4ZB/TZZ39rE+SZWrdS7GvAUgsg/1KAJUBryhKlWm6zvv6DKLhkAo7wZLnpCshBZD0kY98ZLtcDiqZ7kQLXpe6/VQrP2fR2TczD5tMk315aCLHLLsv6xzTEjxkbq/afu17rd9jjPTU95ICCAZLJpu03cP4CGAohwaDhnnG6v2sMW703b+CJ+sBUZcYf2ssU+6nHPaflqFf8zfmTDt1Qx5f38UqsjbwtIyh2CnjJOsjXef9qkJvKff6gvss9BbNSYNxFo2JxtJ9pzLNFPKte4/peDJXKtYsZ4IrGwT3liHzmMzi3LL481o5KLaQeJ9FMQOozcsY5dhqUy3LtXVen9jXZEsU21zOYhljlLAvA7NbAF02CfCk+053gtm9be9IBo3aT2WOZWxqHSRznTGCab3625msllnW62Mf+9j2vTjOmULWhblzqhGXCQhzza5arjRuxoDTWXZP1qnzqifFMa2yjAlQ+siBbCMtdjXHSMczY16d2Wp2/VyazD5gbsMcV1qgaTEwyzXLIcGQ45mTrrin8Y+ZUVzmLGN5670rFlBfZbxWEi7rkJUCxsfefKdI3QZm8qy6OrsI1ArLjxWXMQ1j2KhE6og0p8BN+l1AZWPRWtWdoGK2wVW/cd4vkbTWcSb8ypefVqkKOTuKzzmmkYyxHvoo5Vk2J1P6zBiwNPY6GgPOwtH6U+E5i7PmB8vpzshQzF8LhGvsaOXC8tDPBScZ2IpoxNg3DSjNvtTnPkg9oMLO1CTcK/MrVRCTxlCNC/G+1ku6FhIkVpBXWTCvPweMb15ag/CmxrTK4Cd4MmdfJQdsG/aRHNdyfOsLXanPJliRFKDfyDKb1yzTduhhMf+T7fenMb61Zo5m3dbxrRoI6hBXIWgtKZYz/voIEe+VIMrjMl669V5WGd9WWhh4FVmFgaoKXWtU5en1KuLM71yDqtXYamdwn8dnXqV0HwrmbGiCKv3F+phtWH1oPRm0bFQJnpC0jpe98LGNwMa/7L3kfWYQtTuySj8b6mN9YEKxvUnju2RKuoSNh/AjLe430powUa3SqtTtI04rdtadAdZ+m+XfY4xJMn4vXQK1/yiWT8ZKnZIAKdnuel7WZ11o1AElV3bPZH/qnswH5XV1AbrdMuxE584yTlp6ed113tLbtjFJARkgwVQCnhzPMidTJkMeM67lLGy2mXMp15c0NQ8f9msoaHBUQmBfrKVXnzfvXcc7DR/HeL8reZBAso/0yHtZrnrMsnFr6ti2NrfdVDZqLILvAwcZp9BCspnvyEYz1Niqwve/MUV1kd4sQ1qpxjukNe7gk4Cqj8mzUVlHPqPbff7WQNRXX8uOm/Lu+u47y/qkpSCqJem2CkzqNdw3dTBIKzInamgoSIunK6/GJWQfQ/pAlWLfNeBTpW6MYcY1eW2yg1uenMpcLfCsp1TGWc48x0khCWIyhjHrO5/P66sHNKbqJweD2s9bbsZZNi9Tx7Cd3KcysL5v+1cmabU91z6n4ZLjXDI0fSxwAjJT4Hi9ZJ10I2aG8kx5cJL9faT291o3rb7o7xqq4v8+42cZeMrjsp5bhmUFsgcNPE2RqQAqz6t0Z+uhE0RpkdrIfNE1RilnE1Skjkhz6hvOVeEFVOabyEUXs5GZcynL6L38ri977HfWUd/vvmPHAqIhtmuW9Uq2iTF9pO+YVfpaHdhz8dAKoDN3i8wRAMaZMYKhvtiMFPth5jKjv5E008BxlTvH0e9Q6lL99i9dimmFZn2kVZ9WtMfm8RkDVdkp61QWS90kS+Y06WSsM11Ia5DRWPOcXER4lr0jq45hfayv4xlt2pg/24ttTUJAt5tT97OvOc5VT0uWOY16ruMMNcmBXJLIJLbs51u290f7Z2/LvqYbrxWvN2TMWAet7zFj07IxMNmuanAmcJoqawVPm6CX82X4wjNhXVXqSbfzQkXO+c21/BZESWe2ZrhY8elnrhaiL0grVctTJa6CtpFlrEiLYdhpXdZrLPuf21dpsLMcOtJ6726zfTrrRTZV11ZapQIZ3Q4GT6P4affOBnV9LftaxiK0xL5eP/YrvhlgHEgM3raMORtPizzBks+bSjXbfM0F4371So1xypgpj0922vvVASYNwVY6gk3o01naUt1CY6SlQ1sMx7J7ZvyqbrkMHs9ZcYhMkLn+/BZMabBk2Ir3SqCQ41oGWHtPQVS6mel3zrxDMkwljalkzJA6xmX/89ghcNUab4aIgvyd2GDoPW+ceZrawHYi6ReVMpSOZJvBbam8TWeQSxuk2y6ZJwNNbQw23soKpTLXqlVRG6eAMGhwD90IDiJ+c5wNXGs9gwGzjqdIvvDaKOv2vnsMsVKtzyx7V/IdDYHx3Fb7muAjg0lz4VwDXO1z9pGcjp+J7cyNpNVcAVS2TxWwH10Luu8y279sk2Dq9Kc/fXc8uZbYxz1zhlsGgyd4ShdZZbFlvMyDU9139v901ctE8/G/A6WDSsa3WIcZfFvf0Sy7I6vU+VRmF1HnO+Y4ZgmaMq6W9u1Yl0yU4xisL9chaSvtHbd3utIFRlV/52w3r6WRAtursJ2+RT8kHvKHP/xht59v2j/n2t/t3zkzry/mN+tvynet+77vCpqyHK0xcCPgqcXGbLJh5XkZf4TkUguZlsDjcoFPK09wJcqViUrKUco8AY0WQEXsLfovlbLWqNa7ypFvt/tMCdh2E5wOSQVbVWYAtTkZev9j3kurD9XBOOnsFPuQ+ZNq283gVfbnjFP7nBYrylX3mqyxi4MKjCoTJZCRXU7LOGeiGYxdBxHTBRgLpdGlcVRZ46ynvvp0Xwa9+j/ZpayHCl6TzUpGwWMqm7WqK2GWabIOXTtmfKtGbbZ3AbPA3klKnuc5yQQJoowTMkTEPuZ/2WBJA6+bDHKd3Zf6ImOfbOtJDPwgyAfOaTFRaRDUUJWdvodap33EQR9Yqr83xjytA0ANsR9VakS+qNxGUd0GrotjLISsUG0gXpuPStXV20XwmYHVhpugLMGOjUpa1Ubi8il+Yz1wbSnWtA5y6nfLlTD0PabuV9lX39HMPu2etDp8n3IYq9THKHiVHVZktnuz7NvPaMtYoHyzFInMjNObuRb/vQbXJCM3/U1WyD6XsYAcr9WrgWN/ZJ/sF/f2+diHxS3A4lou7cICodyT5Rr4dqHsrKNlTF3mckvDqE4cUTf4Pw0wgacMg4A0mSrZvDpgzbJZ2S1jNV1UabTbth2PXByXfkR7oC/Q3vmmXcv+yggnmDcWiv7gotbGI6bBku44vTUJ5uyPmdOQMrDPpYdOf/rTd9fGUKEPf+1rX+u+7Wsyzrkwr/XQV+dD2/t03zLg1MdWVaZ5al/b1YDxKQyUkhWdCrbSgYmqbZxaponUkxL12gagZoxHzrZRaSd7VZG65fJjWQVDqSC9Vyr7fIHpFhhbR57btz8bVqvxLbO8W59ZDl5f2alrIcFC3/UTICRLlHS8+42JSDd2WslmL3aZE4GVQMY+J/gStFnOdHdVQO8907Cxb3nPtMa11tO6rwzTUBsf099qvftdz0kLv8U2zbPtdkf62IlN9y8kwRTbBDJVZ9u/Mg4xs4M7NgnMc7KUwd+Za4yPgekJ1Ktry2OThDjZ/vFLlx3XcWFf4xyRXOZMSfZpLIhaZjT2EQs5oay65vN/Too5ZGKexgAqG5fH6V5LF5kNSMvY2AhzZ+gz9liVN/u5rrN5tIbT/4t4bjJQgrYaAJpKXwbKb66ZDJTBrVoHZk12gKoNbQrzkDKEwPveS/722WbwtHlJZZmxcC3Qiwz1H9upUoHBsv6X+Z3yOI0J2jAAhf7DrDj6lUyUrK/fLv1wpjOdqWvnX/3qVzvrFJZLa7vmTzMOxAFAUCQI8oP1m0YKfUq2174HaMN65hsWzGN0STow5Uy/rF/fRRpxrfqrk0mqcWe92qdV3tnHPFZ9NsuJj4nKcS2/Hd9czD1zMeGtoE3T1/iW4YUF4lj6HkIfo42d+cxn7vqujKszYm1/GVOlCz4DyNPF7H7b9GlPe9ruGPoe16YM9C2YZe4D68W3C2ZnSoQMt9kJ45RjU92W/Sn1SXqr7F9+T1mE+6Au1z2Fiaruh3SZJUpO5C9lnt+5XldWutSl7j4bsceKuhPhZ3laDFQCvKTwZaDsJJkLKusmY69ajafeb1ld1/8tizgbXEXk6SOfreHdlWpR7aarwe+8p4ZFsrkGcefEjeyfHqdryiSc7EujpJUoD1HZ2i8EHsl8aRFXA8Rs6VrFGkfmqKr1msC1NcC13kUf45R1l9etOqMC3XWwIbMMy8Gu2zqGIX2z1BDbiOySISGZ2iDBuOOZ7Z5tCZ7sa7oBk3lJciDZsBwzT7r/2pwr2ANAZboe+6nS6j9976GOUUNjlfXTAk8Z5pMkS046q8+/p8HTVPHlpTWOCEBUuChGXqC5VvI7KcVWnEadOdR6scl2WR7PQRw4cmaEFkJrNh6KXQbK1dz1fTsI1ISDU6TVmPoaWavBUU7KqA/eTjPLwVXqY4+pg3D93ZJlii3ddipNGCSUkUzU2c9+9gNm5NlnbEsqXoNOvZd9z3afTK8zVAVcfrB602p2kPDaWOqyXvyHgSIuBAYKyzitYESjxX7QsnKzLrIu+0BVBUrWYQLGDJjnN8+bMVqznPgAlO2sMpvG3OoJoS3D5NDeabP0IfqcjBTfME3sp33TpvhG6JNc1/5QJ1rZN3O5IvoP4lhqO82lWxb7+6GxvZwDE4VOoK9RXuIOKR/9jW/YZsvRmjSiVKCE1PGrMrY5LuexskzGkFFG6ooyozvcvhHwdLAbmNKnyCsDpeRsBL61UJ19UGccpKLMHC2t61YGpg5UyT4JzCyHMVX1u8XGpeXdkpYrrSL2IX9vZckqeKKBCZxq4Pws65fKPow5ttVmhiy6dfRnr5/MqG0bMdu3RoOWnW5t+5ogzOtpMLQUosfUnGvV/SU4y77lMdzf4FeVtwwUUmOrEvRk3x4CoC3FnwOAOiHLnYydin42VHZHDjbL17rvkLGc41or75MMi7GA6Y6qMYs5Mco+mvGDyfZWvXKSGDM0lEwUnbFWGjbJrtkHWrPx8jmRPuM/YyXTM5Tb3O6EMvq+AfjUly7LXPZtY2vb7TUquVrUvmxnF1AhJv0ztkJqkUoUINjgUsFXcOR3Cwl778yVgfiCBW7OvJEJc/YdZTFDs7MV+FBmM8nmKvJKZY6QnFqajSzjvlqf2uBknijjWc5ylu0YlmVuwll2JjvpYxWA18G/75x6fN9x9VjZIkGIy6vQx2SF8hsrOBW7s3m8roxrTuOu5ZTl5b9pFVyTj2uf7Wxn67Y548fZR7osDjvssO4Yyol1zAwhWChjNFqzgypDkPuQ2tfskwmCBEg51TwtfsETdXPUUUdtHX744V29zbJZaTGzuz3G1fElmSgNANka2rEuMtqMyxkR28Q3rArfMK60JYCCs1jT2G71MQG9+iJn6KXhc8pTnvIE2yQoKCf3os+d8Yxn3O5jlI9+xm/6pjPOM4FuSh1nM3zGfpL9x76Wbrg0RigzrBOfI4444gR1M4UU2KjbbplrQBmj1MdY4C1rULTrPmn/lsKygVRmpgWgsnx9A0paqQnEfPFa1zZWJAP08h6UzfxWidrdX91wNUYpLVq/M9C+Fdfkdpknac3ZEt59yTZcgWsf81Ep8NpHcl89Z8zAUY+ps3QELhk0LmDSdZ7t0DZc8z71DWiCNl10WYbsY+zXHS8AyiBs46TsX7n4akv6FGxOKklDJGcPuj9z9vSBJxS8Ls5ZNiO1Da8bMO3EyMyy5Izsuk0GypCUTMxsYlcN3go+ZITzmuk1yfE3Wah9jfAZjQfbtgt8GwepwWPf4tgMShcctuowmSb7s2ApJ5k4UawuMyN4okwYIwTW83HSS04i2xXwNEXB7gaKrwNMdSdk6nuZqGSgqEinNrs+lTFR9SNIqco8X3RNV2DjMlGmA4U+Y33RuhCw4CkfgxDxULJSsmoVPPWBpTp4VWWdICo7VsY8yRwgee9ZNi8VBE05fiw4EhCMMVKy3SHGSCj2Ndos1zVNAFYm7QlQkEyUCS2TPs926X1s9zKwNXDdJWGMK/QcymNOKpknn0X3HdYxLA9lhqXCUjZ3lEtRZAyUboq0frVg1SWCpQzmtc85mHk9mSj7Hv9hxvgYtzLLZmSv67IsX8YqpcGvkWJsr0yUs/PwGsi62NdynLCvVYM/Gddkon66vw/1GfsJZDROGFsZv4iFgn0iXosZeTLVJvOsRlKOqXXcss95H/7LMLUMFvbT1+lTZz3rWQ8AiFNlYzFPfT7cZdL3IK3tQ9dLIFUHjBqQp3tKhI6oENO3m42sj22yrENuEFmjHBi8tlaEjTqZLwNHBVgt8JTKN8GSCD3BU84+aIGnVP66W7gngG6vK5xDWZa1651eY6qy6GN/kzGthkS1YG3ztilzxBgTpXsrr5nuLUSLN13kKvEMrtWizjKb8sBj7a8aMvaZdLUL0hykfB51gBarLn/TomiAeT2VeIKnnEyS4CmNHxMizqkKNid949SyPtgaV6bIKgN2jmnVdSyg0Ygw9sh4Q5da0dWWedRyDEzwZLu3LyWAWjTc2GmkITm+Zb/Ke6gHZJFzf2t8c1x0PLPPOd4BigSHHpPxTqZUMeFovs+aTmTjMU/rAFVTG1i1fN021CCzcoxnSLCCCCwyeWUODhVAJYhq3Tvddbm/xkmpwKuLQgZK9snYJy3wvEcFPlKWCZpSkdfkagmeqtvOc1wUEqthaiLPWaZJn5tqLPPUNwD0bauTFZYZAH3bW8yUifJkoBBZGxkiLc7Mx2a+tgQ6urBU2rK1Lg9BXzFANQNfkw0WLCUQSuZLAIQirq7IvG4aItXYaBkq9vmqO1rHmstnJ5bxLMslwcAQaOob76YQAjt9j/U6dcC3PaWrmjZFn/CbYwVSpjqwDqp3RfKggqOWh2XRSMDsMbKsuhDpW7BPsE0wYoxpxEI587aCQ6R6VHLNTb0j/pdh0m2ogUN/Ni+dx6j7jNfcCHjaiTU8psH1gY+xZRvTQGsHsMGIem14xkpQ6ZlTpjbS6sarro/ayJR0+7XyeiRatxyprNM3nJbDkLsuF3PtA099MU/pX3YJm5Zvepb1yKqsXgVaU69fqfLKJq1a1mR6Bf7JEuV3TVJn/6zK3Rgm3XiZEw0xoLYuz5QDgwNMAhsVtyCvNSDU2I48v9X3MoNzHpd9N481ua+ulVn2Rl+bApRa29YBglvXss3KuDqepbcC44L9hqvYP5Jx8rqp/+tzt4yjRU+YQMsrgtR+KYNr4ugKnqo723iqBE0JnrL/eA9+A5oyJYFMdy6avDHmaSeyzApO8JFgo2X9tgaJKQ002aIM7FTBJQjKHE4VCCUISgBTwVF+5z37Gp/XEFS5sKkxT0mZVqYpA04TcGVQXIKnPuBUt/mMlMN1kmbZnIw1MMZeq0WFI3VwrgZCywocU9aWZD/JDL+WRTeZ/U3L1xihCkjSHYglq/WY/VUXmmJMlGU2BYfPa3whFjDWcB87VA2V7P/2MeMm0y1uv6qxJlkPbs9JGrPsPWNlmbTGiSFPRas8dUCv59V7tMYf2ZWcpYceT+NdgzzdzZVpre3wJDFOtp5LfVPHFsc118ekLMRiZXxhAq4Wm9vHPNW1OGv/tb+msZQTRqbkUTxoSTJbDSIftNXAWsxRPX+sDLFHrQbgJxOL9bn18qW1ypSWanYOj013g8drLVRLvIKkdHlU8GQjS2u4uuoqgEowaRlzMJrl4ACoqcxSdUkMgacWBV/PG1POluK3f1fXN5LxFbqtVdgq8+o2z1lrnI/ydXkWjk8lalkyN5SxEGmFW0bLohLX2k3GSbDUcikwMGS8U415yv7q86WLJEHWLIcWmKrGc+r7FrhplaGOQ33jW441LfDk+QmS/Mj6tspSQVOCp30xLthm63jmdzJZySx77QyXycW3a8hIgqgKnmqmcPtVq7zZn7Jep/aztYCnqXRXPdcXXtmTCmSUyjz1sTz53QJcfHxx5odxpoxR/DXtvdeoOWC0khNwZBBoZbta27MD5D4tBhdezEaZjFKCoT53XQ1eTdBUQWQCQ59ZJmBT1tosm5GqFFVGxiNUAF+TUFbl3JKqrNPdLUvKx4y+xh7UNmobNJaJdg/bmf1RVsecUeZocS07pBo3+by6+gRX0vymBnCmoGU3Z45lSIUrqLJOK3iq/SsHpOxvrdCAVdnGWaZJZWZ3IhUstUIqUv97Ti3PkPHSRyCoz+1LMq/0OdqlkxAMqNZYkK21zzveJMDXSKjxtSftGc+UCp5y7E1W2ftmH6p9q4+Bbhn8WYahvpT9clfB06qdu4XK60vqa1wtH2sfaErA01JOWoD6SlXOFckmsEi3Wa5/576KeOsLzcZWQUuCp6Qus+EpHCOtL4iq4KmCqwqe8t6p0Gu98lyZdHR2JRy6YvswANuBG/F9S2GrULONtN597YOcYxC422x7OZ04lWdapvalzIZsX8jljTQIUK5ITr7ICRi284yvcHaP/UIDyufLZVFcxkEdkddNwyutYQ2xavEOMQr1PbSOmWV9si6w1NpWdXnNdZZAosVELQNPLTbZdm7foK8ZHG2+Pvt+xuJp7KRHxUlVOfbkGHjSQhjU8cQyVfDUMtS9v+NtJTEc56qr3GsPYYAhsf4OCnjaqaRCzkRXWVHZED3H74ooWyxObXB5rC+zIt0aG9RqFJUlUmnngFMHnXzhFcG3aN38XRmCbFQOgl67Bo5Xpqmvnlqd2cGwRQfPsvektpP8bVtQqbo4b1queU6e23r/td0iKuDWjFCurzVcs/qnJWyby0+2SxkpMyy75hexE8nuJHjhPGfUyTwp1e2dQE6mznKbOsBEfzVo1ftlZubav+r7SuYpDRnLmO6OWfYOgBoCONX4dWwRZFdvQZ8nourpWvZKCiRQE4RkfqckCWqZkxhwm2Oay60kQXDSIAYynKSPbW15N6qXI8tnHeVnWV+aKqsyjifbjRv1IepEfTYiKyxjC+qn1ZgqgKrH12dQqlWQPtQW6u5jvRxwtJb14bYsjARPKvjKTrVQtAOK/7OuKluXwKw2vGVAqfW/r1yz7H2pYEcDxem72T4rwK99rbb/VP5pQWb8UhoQyf7UuDuZKO9n7pqMUfL6BoY7Q8+cNlr2NUbCssh4VbdkMrGVEVYfaAXrOrecGfyerFw1ovqMj1a9IhkDNctmZFPhB9W4VkfLcNqeknlt6ejsO1UPp4FTZ6dlEsnMPZZjK/uzXyG5CH3WkX3NfvSz/TNS2SewrwDOPpXjcdUnLRZKHJB9qi+8JOt6aJzvk3rMRvM8jdk2VhJEDQWdqtwr5VcRq5IKsA4C3qcGueV0/FTsyTz1WYwtJFzv3Xq2RORDx6pc7YSeX89JqyFjVXJR1FyjSFo2G6bH1Ya5zpiAWcaJ7zMZibGSx1ZFKABJl1il3vsmFHh80vtp+NQ+qTGRbcc+piVeZ77lM7gWZRowmd9Jt7n3NVeL05DtA7Zpn92+7YBgjIciCPPamVm/9nVYL37DgrUGvspetwbJfD8OanmNWTYju6nbKqASOFWDvcW0pDHcYqDSRZ1jpYZKTSZpn6p5olpLpFRvTT7DSUrwdR7bZzB4XOq2ZJgRjSOvUWe7ZxyZ9ZQgcwojVcszVlbmgjfR2IZ8uJVSH/J1JnBK32hKbTQ1Vr1CCosAAQAASURBVChZobTMlVSQfS8sj8t9LeSdz9Oqh4ry8znz2pmvIoFcgieVc1oeliEH6vzM4Gn3ZSd1noZC67o1f5ltLJnYnGCQ4MlzTawpQBAM5YKhHA+oyKz4uZyJAMaEfVwjlZmMEta6/TKVrbFL3COVboI8y5fMmHEfioloZaasg2qV10GBfYCndGtn0Dsf75U6KWcF5bv2+ojPO4On3ZOx/S0N1qmSBoru61yWqM4Yy5jX9CS0mBbBh/v13rQWvredpb5PAJP1keCiEg99AKQP/CdjVoFT5qfKFQV0kSuZBDrDa9IQrMDOMg2VZVfA0xSF3SpU/s8plLXicqDXYnQphhaV+f+x9x/Q1mRV1T98H7Lkzt1kSUpQMWEARMGEiqKAoCIoAgaiEfEFs4ARBBTMCqgImBATBjBhApT4gk2mA53obpokL/T5xqx//+43n9lr76o695x779Nda4wz6pw6Vbt27VphrrB3HYmi7VZIPMOcPkPHf3P9BEGVF5kAjbarcGN+ODYjZDmu3u+MGFUeAvdCGzCUg78WwzjIyzz4QtujKULcA0e04cemrKlmSN9R1hlxJZXlEwTgb1c4VdQ0PcpMu/mimTqHCBgpA4g6EZ/xymw553m1w1vZ4XH+p233krmm/gd8aR/ASUBNv1n2wGch6RwiVHk//r46B2y+1pODJ4/S0S90nhu3hfZH1qbInJ83pd0EBPrNOnkAdMB8zoh2EOX876A6AULqek+zOfhpRYjc0U67wnnIwZEiulPZhwxueJCDgACOFv3heoCmtH84au5ouP2dGnlKG3wgNU9jyrzXHg8Yr5F6IZSzv4OuCmk6kMo8rjNEomTvOw/B3+Mj8mLVPN69goqh/ToVyPNPK0KVY0y7FcO4IvdnkmkEUnYAqwp1J6BzALXQ4aApMpcKC4WkSAsF3T5JAxDlM9EqJ6FKP0HwIGkuj3C5vOeMPuqX4LmcuOFF5rxWAtkm/Ybj5SstA4x8HHydG5wyFqVUfYhIRi7vQ98VoaLfas9ruHy8PU3iIMrrKF3mW5HyylAttFmaA5ymtOUOOLYMmYM3mF1GatqLpL3mx2d/uzy00r4eQEjw5OCK+3IHPwF83heytjIQljVSPmZp8yrSvfnkCvrr9oxrorN4Jx5yQop9zIZuEkBt7cXAU9vkQaKMMPagUvKdqbSrrX/P8GQVFRLxcL2AzrciMWCmCvHMYUjvbyLgBEgZicqPUzI6W44l9ZCGieM8OteKfHk//XuVFl2iTwdHPvZTPN/qObkC9JolAASRJup34J90XFy+3BvO9K/3lS0hd7xO5B55yqiuOylysMTzTMogtcb9eF0SeoCt99nH1MfBjRLyLoOlj5YqIFrnaUiO80gbsugp/TRYKWOux6Y+54UOJ2XklYilv8Aa3vFXCVWRJ0/leYQ49TsEz+IQIGNVzRO85rbNAwOp/90ZgpJ/M8WYdgfyuklv2++H/egIonheIsB4tWwb7ThtQq72XDC+SSYDfDCgvODTIzoVIEhP2D3ijAbl4HKce7QoZffA+TgISUPi62I4w3gfKrCXIDCjBT5O7sVyfyLPGVfRLr9mhmlbytz7jEFagNPhp7HIsPiE1zOQPoCfADbuyDgIqVIJKZ95Xf5PWUO2UMbqF9Ohk19dnn3GkraensOzz8X1sv+usP0+vWiXa/FOrOOOO264hhbQJALlaT2R14LlMglVtNuNVeXtL3R4UuVz2/OXbbP1YIAim+mI5NZlzcG9g/zKBsL/zLJjQVra8XfLpe1BzhKgZdr+qrG0QtYJZ71kgpoqGu12h98u38hZ1ihnJG6qnXK5nPv8D1xS3dB7BMoNttfbpNJx5ZPAxMFTPjjO9enFDkic6b2v/oC4Fl4woC9f31BFfHJfRp7yuuxDOBI8+Yw6p+xrRhIqQDUlwrSAqMOvyF1pV+1l/YPzvPNTAn839MnnCfyT93AyXOnRP2qJMl0I8VsAC+CVEbJ0QLx20SNSHA/5d6/pYI0cDAIOksjfyk4bPt5uPCqDkaUERCkWJ2X/aFOAqeewuNPCdw8SVJmV/KSsVY48+30yBukt+JGIVKbI3faIPPLEf76MyFUCuEyxJb1oEHbM9Y2PIXjAx8/vtwJOU+xXFUE7ZsAT5EooC8cSECQAagEqR81+Dlv3gsVMYgZdmy1phKz/yPbyQWbI1PvgwlFFgVzxp6LlXFZe5ZoezswUn0fpKgDaAp1TANRChx9EVekzJ68/EvFizjy+iiiJUum7h5q8BgBRBEcygqwhkwAon35M9JeIUvIr8qBXp6jNE0444ajFdf08lz9PMWrrdVLqA/VM8uBPPfXU4TuRcNIfLMjpnre2eMmkaVyZo+fSOLAfRzHHcqHtkfP5pqNPopyM5LM2c5tAI+1Da59HYvSdxTF5FZKcDCZEkP7DcYEIVGTqDDnJt1Rc/zKnIhemTfvm91KNjx9bFcJXz8Vlaq92ivPnytqB1jyNXSvXrnBC6fC9AgitfQliUFxe2NrqV/7n4MZn6qXX4Uw/BlI8YuCzJCqh8vvnu+9zJZwC4caoEkj/LLUX+0fbUOCiKc+xx/u9386jyG3yos+qxTFxTzJl3AGFXyf74MCG6FW+voGPy6r3kfdHIm8+oxcd4bLo95UyiYwRjeZYl7mMrLmxqGR5oWND/qacm3Li+l7UslfVb7bwKzKDU01a3l+90gKLnAu4c77z1Du8K/J9FWjiGFFGWp2qe+5R6hbfty5tNW3nQGGbNDUH2fKGq4FNoOFKkTVqCKV6eL8CNmw53q8PI3sfPPTq+etMMeTYOqDzmW7pfThTpiKH6asUYgWSctwWOhjatIwln6xzvm/dwfFZRRzj1/E6BfG+Xk5K+o7oU5VGrrxgb4/70XUvueSSIWpGxNffjeUeJXVRDo601fnvf//7d42H9IH6SbTM30RPVCqdJtIarETeGsNM2UHe1iJ/+0vbtGstsNKyX3PsmUd8tCU6hFwwK9Xr8tL59klGOo6JEC5nODs5g/RqtnJ69WaQio+rsR4DTmMOxSbkZS4PHJq0HdTqfAux5rluJBLpJnL3fR7Or2YWVYAjw6ic57Mlco2XFmDJOohK4HIfOXNndL+vSkm3PJkxpp36nBbaP+dhLiVfze1TJVOtY6r9LmNZeO6F3D054T6QORQ5s24o7kah0ybn0U7O9OG6rhMAXYCtnO5dgThPoWdBbfUcUj69rzl+C22e9isQsO65lT2D99jndiCjV14jy5IHviCnR6K05XjvO+AJGWOyxrUueyNA2rip0aOx+55Km4o8zT1/38BTS3HvVaGP7XOkXoEe1tWQp6kPb5/mBYpZ61SF3n2WgYMnZvr4DL7M66aSdIWeY8T/rDfjkaeqaNXTB1XYt4qsjY33ApoOP4BKmaoiHGNOSoL6qX1qKXzxGrKlOgyBHF5Wyoyg5EVPD9CnrK1gEU3VOqnt448/ftdQ+Dig1AE/1DUhnxTYqhhds+gwFDpfESlSINRfiVKGKPxluQfe1ZdGpTXuqQt8u4Cn7dF+6bSUycrJmBpxybSYRyzdrgnoiLclc/quaCq1T77CvoMyorIO5AFPXk917csirER3q4kj1b1U4+Jp8WpMKtnZpEz42B0q8LQJ4LQXBk/QkCk0ELl7wOkNZ5SJNnzL7IPc5hoUlYHp3auDKhgbT9jz3AAmN3wubL71/yvjmsLqXvcCorZL645t9dxd+UxNg29KKTl/Ed7HMQH0eJQoAVs1sSKncasd94YBKZ46b9UUsZ/2AEj+v68d5TIg8llSLttT5KMXfVro2Kex5z/mvPhxPdCQzjC8THTJ5Y2Pv08vbaNnK3KShb8n76r2uyoOnwp0GAdsWRXV9fvke2ZYjpm03WE3nDnIMAKIHPQsJtLMHzEBWyFz3sruazsl+HLA5au/Apqc+bxPVRE8it0Zyb0A3zpQcqTs+/J+c1vNGmyNH1v6gMfuefKFNk9TZKyngPeaLtiUjHvESbPWJHc3utGNhi0KnJly8KTXZ4hY9VvHECFCPlkugJltWjuHWkFRFfV1efB32enaFI0T3RVpXSfOZb976ESYPSLGNYleTR3zjE7M8YQXWo/S0TislEDJ+Y30maK54ucTTzxxV9YkO6eccsquHBGVcvCUkxi8fCWXR6jsmsj35UeU5SQ4JNgXggLpiHjbnk1x+ajsWQXgqsAENhW53tpsu00y2ByveCrlQ0ul5kDH87YAoax36s0syAJwZzZ/sAmKYJpUmDkGCZ5oj3YQoEzbieh3FbHqpexSAHwfXngVXl3ocAGoOW1sQ7mnxyqAIWWuj777Mh5ZD+h6QftcTkk3sNW+lCHkReSvefJ+ptL0DxElFLkAlTsp/uoX0nREfT1NyPsD3ZvP6Jr3yZ8XMuoRuYW2R4cROFVgxEGTBwOwYTgqAkn6TtrOo72eVXE5BSBlGYqDp+RhkduxsUyKR3AdPGXUC+rN3E1dk2CtBaTyGg7k5gQFDnyF8W1EmrIOyaNC1DKx4iprzgix+yJiVZ2QyFF//p9o2kGTM5jnk/06ACUiO756sT5uaLJGJMOcichB6o7YKyarhNVn7Mkg+HvRFjp8lEotqQLNe402VTV/Utr6rsiSFPqNb3zjYR91SeIlaohcngAxrvjdU2aF9PQU9R/GwddaQln6+690vmqbFKlSuzpO7anmSfyt67qRUJusZg4ooq1cqBN5x+jk2LqRqHQMK0NTy0UaZqHtUD6b3Ldf1IvceAAAfqDuSN+JOJ100km7a5PpP0Wc9Fs1T2nf3KFI8ERQwIGVH78q3m2Xjrvfi8iXAfEJGC77WayetjMBUWXf0rb5GNJ23g86Z2vgaT+oUupjx1VMBgPkCxUBT+R+PeqUA8/1vQ85wy1Dj94fjxT5tjUtGabC+8WwOOiijzxkV85VmLOKBnjfKnTuwMtTHBonVnde0nYHQ+nZtaK2+6X8HWC7rLmDoi3RJ5+dk3wvIlrqs4BwKPjfedqVb5X68nS3f3BMaBfwBICSnGnLsV6ADiBzWUsjgby6U9UCT+5MAfK4Lq+EWejgaJuRv0r/VjobGUN2fOabZErlJtonEMUyG0SbiNL2XiY89qkKuT9uEVj4Pe/Do7EeEPCggPfJAU7a2ArkZjCAoEmOY4Il7BrkAYsDB08tpb7XNnvM5dOgYS5qJHJmgM+E81XAXdlmhEaU4MzXtch6ipxhw3dH8g6i8KblEes7Cj3BkzMZlEyWY+/AKL0a71sFRAGXElQxGe/0Wmh75FGPBMS9Y5Ocx1ph8HX7J/5gphqz6NwbVsQJvnGAQC2QeJw6Om11nIMqRYXEa5lW4F5dFn3Ffdc9pN6yjpCP1nfSNdQHFtgUEZkiVe3X9gixp9ZdbzD2mcrjeeQ4+iKErIUl4KTalW0a74UOjjI6Uxl7t2nU/JEpkQ2jVpe6Qf0mEoUsYo/EdzgIGQ1ygOYToOinA6EK2ByxdzkS3fKSER0nZ0Qypq0+rXXcHJCxxQ667GUqXOTv7ANM+aQwd/Tk1HEca8VtpeZpHeop9akAa0pkJEOORJRYgqACTwl4EmEnePJ0WK75giKnngimySUJEozBdBCRJjEW4Akvl/v3tiBn5FwlvVLUPcDknyx8xfhkQe9Cm6UpxrIFqFqgeR1npgfWHFizxIdHmrQVmCLaKyKS4/yLgoSvKMp2GXMw4uADHuUcol4pH1V0lo/kSyAJxc59eYrBlyYQIWsUl3sBuXvgvsYUaTxm9eVYel0Jr81gHZ6F9o96TsUmAgLZbgWaEshg+Kkb1FbgSDJH2QngSaCbyJSn5tyuVZFZrokMsiimy1Ly/ypmiyKPmZ3hGgAn2TYcJxacTRvsOqHaInNcl74Q/aZNn9jli3jyHXnH9u4reMrOTzmewfZt61h/aERdXNHgqeUiYKTlmF1ApCkLMFGMvN6hSns5eSqLDzOFEpD5Mgf+mzYdhOi68rTFXFpXRjN8QOgtMFSBJiJCeXwVefLn1xJiDJI+vPdsqXc6NiifsSgjlhVftfjdo5A+DZoUAQocmaNuCDAkkCKef9/73je0JR5nTSRdQ56fiIir1/f5m9q9vgpvF4XqEyeIjOk7ni6ghDC9ZO6CCy7YdVS4t0rm0hjg/foxPuYebfOx9GfCJyNPapv3/y108HKzCQCV7Xp0xCM3yBiTJHBOBJwkY8gaESeO9eJuwL9HU0UABE9f43h48IE20yZk9PoqphvyBcEQDgiRZMm9vgOmPBDRAknpoPjscif6QL/dTvvaV/ro+oBTta3axQOPPLUYLPcnWGmd46gWZvNi8Fw51cGTz87J0PtYpKYiFHrOoqmmTtL/TN9llAvG8aiTPnzPdJx/8j4SPPk45ni2Pgg1wogxAyQuCn27NEU5jynxSum3rtGTO5/V4wrd148RWAJESebwfjH+4mNPlVFgTcE4xgNAQ80f1/QUcU7k8CJtkddO+XE++84BnXjbo7wuRxwLuZz6zByXnbmOikfx0vtH9hc6eHI+mAKgelHb1LNZCoLNIh1OVJdULgXg1Dj5BCLI65EcnPhq+Q6eMgAh2c3+ehTrSDHzr7p/lyVdmwlHlKYAWBIkjYGnnCgCecBClGs3aswYA1+2wVODBwaeNhnadERezeah+NSXm3cPlf+87gOki0L33KuDEn/4IhjdESwATZTFeIQhGQ+vfXCFTh/ELIo4iakuuuii3Xd1iblgPs/5eloh888JUP17S9H3BFoMpw8eSgrqQocTQGWIvmo/eRIZ83XO+A3P+zIBHo2iPxSEwrt4mRdeeOHuqt4ieBevmVmcyFEWmDLzToTyJGJMmywfQLqet8oDjNQHbS+++OJB1hR1IgJGWwAYlCxKNRW6A7WUK8ZUBMBjvPN4ZM0dFhlK6QVF6agHW+jYJs+geMSGulvqmVgDjdmmvuSA1zJ5cTR2DIdEsqSt1xVmdNYJHU9qkPXTfOkd5+Mj8YokX++Q+8RWSc7UH8ma+Fn2TR/tk25IWfOobm79A7nMZXQ3J4+R8tRHbVAXvQ5uudphAE7Vea5YvIDNZ875Cwn9fXIMGFEiBpeH4oAF5vJVhKt+wfC6DsxH26TrPJLkoKsVqYEJKOIDLPGB6TAeXgviW4845bVaIKkHqtyj0DhqrNQ/wKK2C3g6dmgMQGUInjoln4Xqry0CWPlyGUR0RfAkC6rKEdB3gZRMdRE1UlvUHnFd76c+1DOxD/73ukTAE4oTo+CAjtS4rsc1kUFklxekoiPcG/aFNEUeWa7kIqPVGRVz8IS+U59kxNRfogALHbtUgQ436r5GE2lwRUaocfIttg8eAhSJP3FUJHP81pZggdf1OP8B0nwdQPWFYzPdfJWI/vrH7S3X1PXVF/VLjovAk2SPfuLcJHjK4EArTQ55WYzIU//YLuQYx8prvubQoVyqwKM87gWD0L3wy8ONmZfNNBYRpwqZO3iqcqmAMdIW1P2AXv0YV44c44rVi+LwzNUPMZQMjNC5K3cvZmsxlddO+Vj69yrilP8lgMKQatyofcIALHR4UwYe9UyqPDdkivXOmKVD5JaIEzzghdXwo6fjpAzFz8weFd+Kt9MLBhQRefIIE9eSEVFtB+cSlfICcuRBRORJn0xdoMhR3JIzRaNQ7ESgPM3osl6l+qv0HFv/3gJP7tXjsKgv6r/658B0oe1Qy6Hk+ybadlCPLWFmpc+gY2kP5AAZBLjrI1nxlJj4V3wqmcNRcdnLWiLvi757ZAsZwMZ6nz2Yca3L+k+U1+uNcJ70EVjS59xzz90555xzBvumD+us9exbRpoq+5aRpxxzZEr3gu7RB0Cq7zrGnbMptDGp7Cn1TIG1jk107tM0SRN4eDCjTc7wGQWCyVDQTLfPnGsLPOGRo1CJQmkf3i65YEfr1X3yP0xNbRPFdPowhRrmcm/X+9mr1+op8+qYFnjimrz6AuO50P5RKvOpAGpq28gVqQNXiB6JyvfQiTy0Domfzz///N2IKrLmWyI6hPoBLcwkImrEDDVk2KO5zvuuX/DmRS4ztOEyJ76W0RGI8joMj27R7pRnwxYZoV8Onnpr0VBnKIOjvjBRY6HNUyvj4b8r8v0th7U6h2fs0RD43NN0vi6aAxJPGZNBIdKk7+Jhjzxh57Lcw4vV1b7X12JP+e0zWP2ca4Qd9mVGPHqLXRM/q3/6CDypfRwqd3Ay0tSya/6dbdYcO+Bz4Kj9GiNdmyBMRq32BTxViroHkKbWc7hCceTLDaLUADOiRKs+M8YjTShwQAkGoFWIxuwfLySFWcToIqYYt4rn6K8YVcS6TtRfiKlgMG1R5PR9LNJUXbPHaC1w5WNP3psZQMsCmYeD0iFp/T92vgjlgoPi03g5DmDkaayMoPq6Rxh/vF+vL/TjKl6mfTxsIl/aByiSd66++cxPHUdag9oPwBZrOZEuoP7ive997wDymAnkCjzHy71a399ySDydiF5AnlxHuLy5EvfUzkLboblORk/eev+NRfpxuol06jcOBuQ2zVPKzGTTluhprqGWYCSjYMgldk3/S8Z0rJdp4GhdzUAT/OxlKGqLiO5ZZ521c9555+2cccYZQ+RJ0VR9AGxV7W4rIJDjOWbLvH4ynRf1jfujnhenZt+WKhj7byzi1DovkXrmJVF0UIKLDL3DjCjyVPhVOoMt4Im2HXlTaMrUTiJQmZd1paytDIPO1UPUB6Zy5qKf60aapvzfA08iX+2cSNRCh5emeE+pzHNNmcpRcR7Murss+vRUgofmW2lEl2POl2wQTldqg9oMT3vlYnkAPzxyZJFaEHm6TMoQeJJSl0Kn5inrNhif6tMb6+q4lC8/3w2Zp/QW8HQw1NKd66TJ/biKH1IOkBMcA5c1n7WmLc51ZlQ8QpWApApO0DbyJh1AGp7Zn+loXf0yEOWOtojZ2dQ3ScbOPvvsIW2n70R7SQ+mbZti38YAVDow7hQRDND96T8ibF7jdWCz7URTai1alAoaJgKNZ3jNAZOn6ZLpvNgzpz5WIcJkbBha+0HN5FFhMhegrG3wYlR9J9RKrRO5YX2vVhjvoXH2pyBXQj/2f+t5TH1+Cx0s9fikeo7IA4qEAu4W7/osuEyH+TanGacz4eksV3beL5GUnLxYHaPaJ+qW4GEpQ6Yd+6K31DjSBmkNOSZS5Io+kd4Q+aJ5PlZZ05QpwvyPLftdH/hxKat+rqdY5ij0hTZHFUCeE6maYtf0m7ok7dN3r+UTeRCA44go4Vzzu1fekfdGEAAe1weHHeeDgABRUV9g8upR40QfJVOSN8kY0V19l+zJtpGK9ozKFPs2Fzxxj6T5c/yriVhT7CF0KF0aD08S9XFGqo5LhslPNTttKtL1awHkAE9MgxYTkSKowBN9Vx9gHJYjADxpK8VOATkPde7YzQFQU57DVOZeaP+ppcyn7HPwAl+Tzs5UONEglKoXoaKQvCi1RzmpA3CQU/qRUxkUfZfiJvoJKBKx7hQRM8bEnSVm1UmZS4lLmStdhwfvCwwiw+ifTMNntNv/9zGuHLFeNJ57dk8ZnbHQ/lGCpb1S8gTP0yOjLBhJhIdAgYMSd1h82Qy3Z5n+yuv7fcF77hyw7pnLeQ88XSV0hD4s8qyIriJNAk/6TmCAQvIeuNsUeHIb6DKV4GlOPw7VUgVJrjjxLF2hM0gZZaoKznpbrtXrR95bPvCskfBwqKe+YC4dS7oOhK4t6QSmTfsD9T5MpRZjtdqqQp4LHQz1onyVjFVRj8qI95QpSpj0Vr62yFO3rnD8ei1+dWdi7L5bWwdc1Hqw3g0rMKMnRLxeQoqcWiedQ8Eqq/njmXp9ks/caz0bv78qBVPdF9dhnEjVpT7yqNUii4eP1rVz7qyI3PkQH+CEQ1mCUgUIsm6wlQLr9Snl1/nPJ21RWO21QSuLRhMMkGMioCTQpOiuR5zIprRqnHyMN0Ue2U3b3QoQHJrZdnPJPVkP52fNkz+ACsVuMmKSbeb1XKFmgTv/g8x59YoUupQ4zAWDOXPthaYAqEU5H26aCqB6546BJ/12pUbqytN1rrwzGtqaIJHk9QcoaO9P1gpWbZLukKPha9+oJkoksOT1CzgmkjHJljxhlgKhGN3rjLjHynOtCGfJt1WfExBxr64ffCzSe17o2CeebRYvkzJ3AM/xlePfMvhTnKSqTxWAEqEH/F2xvhDmEVuSQPeAU/Ke97xnkLF3v/vdA3hiIVqivK0a3uzXOnyfOqUax94YzqHJ4Kmn0LZB3KyuQTpsSq1TNWibvA+UGYxVzQZ0xnJgB/KGkViOgKXqCZOu+zDn3EPvd0VVRGGhw0kOll2RJhBIoIIXmctupMOQNJdXq+hKpfDpp79dgCVCtJwB68ywzAGOC14wIIuaKeoKWXKjWpMtQZAr45YzkuDP+99KmTuA7CnyBTwdDFVjvpcAQXWe268EygmKPLLk//ccotZ1W/dGMThgiSUUSIkTdeL8j10WOSMYQA0hDgqy5tkUj5y1+pf3sFf+31Q7e4o8bcKoz2FAZ5ieot0LepzTb1Gux5IvHnQlj3CQ6mAGHQuEidm0ZVkCf7fWYaLD1p+F+uRKOEFQFYUksiSiXskjJHP5o6ekXFbTYOS1ADGshUNNk1J0p5xyylF1F8wMYrkQ1TMxq07bM888c3eGnY51Q5AAibqT6t4rMNMyVAnC/Dr+PHK/16As4OngqIoi+m8Hv1MoHRkH2y2QPWXbOm8KZXpOoIm1phTN1Yd3V1ZrTn30ox8d7JhAkiJNkrF3vOMdwxYZJGjgacqDsimblKWtrfM0dlwyXxVuc6oYZk54ske981P5+dornv/10D9KUAyj76TiQOik55h1ALhKxuoJVtXHuTT3vJ4yWWjzVEUgEtB45KJ1fspcdUxLhsee85jsVPI65VzOR94yZeAATETBO04IK/TjoDAJIz3eFvDbhHJPOa5kuwJR1TgstD/Uisq0jp3LP3MAVw8sbcr2eRbF39nKGwV82RLsGlGkD14mUx5xUiCAgnEvOp9bi0XfNk2bGretr/M05dwpzNQL6e8HwWB4tjCYv0bCFXtO26Zoldk9bMVozLLwd35tor/rkhukhQ6WWhGa1nE9ZZuyVimwChxXRd5zFJDLdnraeX+5X8RrIJSm47UVFIP7/fiCs/qu2T0CTfKCpchZV8aXEwFItcbXI969+5saHfJrUnDrs5mq6MZCB0tTn8E6ESj/3os8Tf09tZ/+8bomXg1z3HHHDUuCSOZUTwiA0vWYNPLRj350AEuSrdNPP32wcZI1QBSlKDkr9yCjTpsETge2VMEcRhujvbRTRb5a1ErVEYXK2UDaAoqYwQRSZ82ZjDi1+rff1LvuotD3l6ZEdjYhTz2PO73pjCDP6f9YZNkVu+SL9+mxxUlxWWPxWyJOOCZeS+jruFT1k96POdGH1nHZTgsYLc7KwdLcaGsr2rQOcJpy/iYAU0Xwv79ZgIAAEzFS1qqI0wfsXawCTlnj1Io4HVQgxGmvQO5QrvO0XzSWFnOPkEI6ZvfwEbOBzP19Q56m4z0+2up3voC0Cuc7HTYFe5j6ckWmuYLdS71tCmRtUjFVKQ59xyGRF6yaC3nC+ui3Pih01oAi4iSnRCsZa59eCSGZY3VzIrtes0gKtFW8Ora0wpR7q/aNOWyHwbBcmeigIiF+/SmyuQkHyaNN2uKY3OAGN9g5/vjjd0466aShnlCRJyK9In8fpJYi+MAHPrDzzne+c7Blb3/723dnjesYVjufMqtuUzRVTjbZl0MDnqbWPm0zD+rX8LRF1jn5zINqEUxCm6zbxNZn1I0tzJX36WMz5hmNHTN2bm9sescutBlaNxzfq7/IaFFlvDcF1qrjqmu0AIZ7w0SccqYPsoNSZ5001k4jujullrA3TlPvaypVYz9mPBdZOxw05oTsxTnZNoBzewaAIiDAS4h5ITHyxv0QRcKW+aLOH7gsJV6tUTgHOE21b1Pucb/oagfFeBUj7tUz3qRn7akDMRn1TcoD+wwEZvfwLi5P04HEFXEiEsVxHnGaUzcx1mff5vfesS1DstD+01jaaIzPp8jBtqNQ3r6ntJ2Sx3BUmO1DxEleMLUXFK6ySjHKW7PppMC1MJ9kjuUIxgBJjsPUMZmj6KuUXSsdk/8tMri/5M/1ijL2bl884iTbpYiTbJoiTieffPLOiSeeuLsMiPgQp5/MCRGnD3zgA4PMyUnRfmp3vWxlToRnblp8U8fthbaywnirRmIKgPK25l5zE6mJROhVnVMuFAbK9pc2Er7kPUHUN+3ndM0pacne/wcdzr6y0lylk8Z2qne8H4Z6DDh4X5C1XGfG37OHrJH25qXa/s4s9357vN0CqZtwHKr75tOK+rWexxXFiB8r1Hp2VwQwmDPrJF84K9Q5kdKmDEVyJtmiron1mz4U6xNOiTjNHcc5AYHq3G0+u628GHi/je6mBscZjIiTPF4xmdA4a18o6gSAYvFL3h4voMR6TtoScfL3EvWKA7ctpJVimHPusaxIrqw05qRsS16TX1rXIuJEoaqiTZIzRZz0AUBJdlzGJHcqWtVWs+ukxKXQAU1Vmk+frHGqog17Vfpj49KT9RyzRd72n1q6bmoA4CDs4FjESVtkSXIle3baaacN0SbVO+mjfZIbFppluQ/ZMNUTSv5UT/i/l8kgr0oieOCAaRM1WtV27jGtcdkr7WmF8exMr+ZiKq1zTquNMapqGzziBEKnxilrnVDEeMEeceLN7/nW5nXrWTZBLQZr/e6h/UWhHwzlsxmTS47JiJOfW0VB5vZnL4Ss8QqI3uw6vGAiTazW7/UW6r8vgFlFu3oRnjHDt849tyJPvbYWZ2X7NKdmbwpwasncJmgvttEju7meE7VOuSQBzgjrNjGbTvs+elnaHNuWkab9DBCMASiXo01ee/YK4/vhDR8EMbCsEM4sOnnARJy0RaGjyKmvkCJXOJPiVTGf9gGuWimUg6Ke15vb/L4o84OhlnE/qGjv1Gv26o6IOEmu5AErqqs6DN5Xp4ivv95IdYSSM2bTSbET1a1KBnxF5Eq5txRv6/4qh2JMHnrRi945i7xtnypZyv+r/YedqhonAScyKJpRJznT9oQTTtgFT7xuRTZNBeGSL8maAJPWJyTi9PHL0nkau5wxvmnHY047U6NV+fFV/Q9VzVMeM8cbHgufz6nZmFJE67PrPNrkq4nTb15SSkEd+V8xWKbpUllOfUitc6Z6r2NtVwwz1Ste6OCpkrkx+ZsiB2P7p3qQPaWaC88y6wcHBZmjXhBPWB8peKK9LUBU9X1TTswUJV3tH4s8tbzmhfaP9qJP15WtTWZnKoeX6C71hBlxIlJL3S5RXSJOzGDlJcCXNmqbWvWMc+5r7ji09ldOf9rTaqy2Dp56hnddpb1t6vUtZyFQf8GsOphMxwKYeO2DEDrrN3kOmPeFzSn+rba9Y6e2MddL7jHeoswX6slzKvcK3OjDauHygFnZWNEmfxGpZFIyplWLFXXSbDreB0kq3NvkGl5gPuV9c9U9rKuzxoBRD0C1FP1C+0ut8fdnd5gyJ1BGU8ik4JSorknypiivtpI37dc9YMOIOEnmWDGcyRkecbrUXmy8X/W7Ux39nq1KGVu3nxuLPFVMVHmqc4HVVGM/hVrRLpEvnketU+tlv6TimElHzUWVAx7r75SHPhe5T9m2gG+rD73+LXRwdRh7KQAf82DzuOxjD3hkm1U/fdYPn2omK0sS4AUja73+VeBnHYdirnHcq6y1vOOFDp7WAU57kbGksSxM/ldlUojuUlNIxIlMiWyZyxolKbJ3vYjTOvczFgCYel5L1noBAN8/tb+HdpHM/aCK6au3Suc0aYroAEwoc14+SsRJ+33F4ur6vd8HSVOA1gKc9o/GQvIHXfPUoiq6kn1D1hTdlYwxg5VIE86JFLmUuqJNemM7ESe15xM7XJFzTdLrvrJ49q9H2/KcKxpT8gttn6q005zncRhk0PuKs4/zz9swVPOkj2ycjmGSBVkURXe1gjjfybB4GUprRf5t0NTI0pT/E1C2fu/rbLttMlJLifm+MS/A0X91XCJ0/zCoXuNEtIl1nDLiVPWxte+gleRchlkA1OEiBymiuXKXNQrpme3Vs6zOz1onUnS8LBcQRB2hnBSW/5CsIa9sq9RBL9rTGoOD5OkpumKh7dJc3e37W1GhTQKMuXo6a53842s5CRRRR6hAAKv18+ojB02tVPwY9WRxLAK1DkBqnVdFnvL8jYOnbLSnVDeZC95L+G+sbz54XiDur4PQcRTR8VJEUDpFqx7O7PXrMCjDdQRwiTxdcSmjsNX/e2lb5AAHhS7ZIoUAeCK6K9J3rS+jegte8qvzWbaAtnU8bfp+6g0z4pTphjGFuZ/RhCXydHA0N8LUsm8HFYFyWWsthskbMfQfL9Om5EQyJgdFW97BquCAL7OzqcWdj2xAp8yx+Wwz+nSgabscyE0wzl4Q+xxvOAfV652YVYfSJ+LEGjOsrEpaoXoNxBhaPkiaoiCmegMLHQztx/i3PHGX8wReU/rlkSdqnEi/IUtMmZYiZ5aPKz0RCh3nR+Tt8BsAVc0E6vV5k0ZwnTTgAqS2T3MiJ87jVbS3B6ymBh9ax/fOaUVg8p2snklBzogwKeLEek68TNtX6m/VOB1Zg6db564DiHptT4lY7UW+ZoGnVshrCmiqoj77OWvBGT0jTxVwEjFjTlsAEwV0+dLROX04CFqHUVtMtijz7VKON2CiVWsw5gWnsnfq7W8dV10rHRK/PkAG8sVnPW2HXKHEVXMhpa7zKyXnYCpfxZKRqDyv+r4pSrnJ/6pxTI/Y67cWedse9eyOPxOf1VnZq4OKRFWASVucBuwa/CT54n70W5EmCsRJ17HUjkecpsj9JqnSJescV9mwsc/W03bV/z1UOgU4eRtzkfrUvqchqQCUr+Xk616IsVjvgpXDp3iw/t+27mvq8QmCWgwzhRkX2g7Bj1AWRE85n/N6srWu0zJ2Tk8Juaz5+mm8EkKKW6CJ167IYRH5eEwFIg5Csu/bdgZ6wCn14lg71b0vtBmaGgHq2ZCqnTEZW4fnxgAE3z115/zGRAztp5aJ99URgfKgwJTi8CMzo0WtPlf/7QVAjcn3voKnVqddSW0SGGyKcgBbSjYFwWchsMYF6QN/CeKca8/t85xj1mG4KYDYj12A0/6RG31/rQL1Cs57bmCJUo3J3pyCzyk8VclSlc72+6F4FTkTaKI4HAdlrnIbO27O/fb2t4xqXptnk4XtlQPnn3VnAC20HmUNnI+97/OIYM9xnpLK2wv1gHk6FQ6aBJSocwI88b5If8XRNmucjuwBOI2Bnt7/Y892rpytPduu6uxe87x+zlSkvg7QaPWfeyDiJKK2qRdxmtK/qQ9mzEBN+T2V4eb0Z937WWg+ZaSJSE2+UxGqnmemyrJ9364LFPL4lKOqD/ovwRMyJcWuGielD6TIq3b92pXD1uLtdVLrY3qjOr6SOaLZrjt4rr2I2lxZXWg+VZHJCrTmc60iTy2+q47fBFW8lzzo9szT20x0IlVHJCpn1k3NrIzRFFlq7Z8DjKaCKmTPnZRWPzcWeRpToE5T6zDm5JB715t6TF4TY8TqqfRdn1yOYA5TbVJY5gKnMWrVU7QUdmW8FtoOOX+lgq5Sb+zLGZ9zlXZL3loGoKqL8r4lMPAViUnRCUTJOZHyZlE+1ktzQ1ZRa38LVM3xoHvKvne9/M59+3/87yUC2ccl6rS/1AKrlQHmeysd3NqKNhF9GtPZbtMATSx0CV8BlvLl9ZuINK0LnFpgle06NqgCTWNAa6svBu6h3LEbGWOwqQBqE8DJ70uMo4H1hS55GSngCVQ+pR+HGTj1rtECTq1rL7R5ai20Wik2+BlFCR97wfS6ytDP68lpdawo67b8/ljNmFSCF4pz79zD3D7v5Z5b1OP7Cjg5ZRrV32bAcij+bGlnnVTCQvOpZdemGnbamGLX9gKi5uh91wnwlq+jBljKMpSxUpS99rkFjJymAqcWAEqnrfo/0+LryNme3203xcOdwlgtUDNFaU3pa9UX30eKIWfRkQNuGa5eP8ZAz5SoQA+4jAl3r2/ZToshp/Zloc0RfJaRCY/c5PNBOea+dVN1/jv5tHWNlsFJw8FaTprp4+lwvGRmB7UU5pT+92StJXfrOmRj//n984yqZ5rHs3/TQHCh/z9hTPVccDzSwJIqd6OcsztFPXuWNmev+rMF5lI2fZag85IvCdKrbVpXTpKmAKTe/9UbAlrAycfBn6HPQMznu9UVxv2mWg+uNfgt8NLaZtubpIrhRQ6SfConC2Bm/cZU4DSmbHsMuw44bLVTPbfWvr30ZaHNUc78hAcrgOvKHY9zDnBKakWNKodpTO693yK83fPPP3+4Dt4xC15WnmO1ra7Z+n9TsjZGPQDF8+Q3zzQBUvXKmYW2Q/ApzyaNqxtlB/T+GyDFs+rZs22l7aqtSLKVfRWxHQsMjF17k/2ds+2BJ5Fvq6WI8pO1T/u+zlN14SpsOTXy1OrDJkKeVRjV13VK5dVigKrt3N9TqGPIvnfd3jXG9ue+6tn28sMLbZd8jBF+51UoFd8cANGTpSmgP+WarZ+b6So/FrDkMlZFz6p7miNzle4ZO6e6zhwjkCAzx66KRkFMDFhHoS80j3zFen20ErfAPe84xQmRXSA6RbTGJ29k2rXaOu0FRI3ZogQRld5IXvWZhGN9nMuPRybI21TANAc88dtT5LloqMva3HtbO/JUdbhaE6KlaKeENqtrTzmOPvQGAmahPbwHV+jVvYwp4Nbv3v20+jsVAE1hvNz22nbgtInc8ELzKMeZlYL9ZbcebmfLOc7byVd7UdqVrLZ4rLqnrGGSkSJixv9SalzLU5Rjbff+z2N7YHMTslbty7Qhxpdny31rvyt2j1YttHnSbE9IwEgvqNbz0Va2AP6kRsgXj/TUlyi3LfC0qUjiHBDl+50XPbI9pZ/r6P8jW7BXVYQpMYnbLxbl1UcAGXDsbziYe2+zFsn0zjiCy/BzMlTmjPfCVFOBkx9f/dcKU+a25TVUA70OgBrr75zfc5C8I21nzgxVV98XELVdYmx5aScKm+eQUdFM77TSPXM8YHcU/LhWqm5u9Fjk6YRWf+bwWe/a3ueenFTXnKv8c5+ne/IY14ke/c7o1ELbIUCrbJnG/gY3uMFgSI8//vhh3PW/JjYghz6dP9dDGgNR0CbA1Bivs81p+JU8z9EX3v5BAKjqd2Wf3On3pVEATQCnBE9z7m0yeELIvRNCcGKkDGf6w6jeizMW1pzKTOsy3brnTqW5zNVSklPA2BhTQlMK7qr9WQvg+eGFtkMIvSIzLF7Hu91EaWDhH0BWUi8U35IDL5TN41r83TomPVv+I2WSxieB2xyaEhWu/usZojGwlfunGgKfFckzJdoxZRHehfZOsmF6Doo06ZnItgks6ftFF100TGrQb+r09Hyoj3UQxTNzmzeWzoNav3v8P0eORZWDMtUet+hIITMtp6o6bypQqvZl5MnBj4OnKvJ0netcZ+fa17728MwBUv4OzK2BJ11IpIujqPMFgj0ANfaweoo+acpDXocx515jLnjaSzRr7L+ecp8CnPL/fI3GAp72jyRrehO6hF2KmhXGcVaSl1svqV5HUQLgUm6nOAapqPNaVdTT9UVLeU6hTcnLnHariJxHnKrzc4x8mjhyV9WhLLRZ8kyKxlx2TVtFoPQcfB0ywC3fPX2XabzciuYED3ry2bObrcgt200Bp4rWiVy1AJTbl5bd4jiPPGWhuD9fwJN0qj6etttqzRPhTW1ZXEsMxuJbyTgVeGox0RhzOe0latWKgPXOWzcqNreNTSjIMWMzFTw5SZGIyaRU9BGzrYPSF5pO1PmccMIJw6KRWvvo+te//uWWz0Ax+LpkWYfhbYqc96fK2ZgBb/3ns8jwzJ3wFjnOZ7tWAGrsetUxLaOxbpS41xcHUJWsVf3mmbFMA+AYxZ4zJxfaLAGaFIEiOqEx136W0XCw5Gn0BE/MGq3AU9pEUfV9zEa1ghBVqnDMpk3VBb02NgXEWiCK7y1w1Ys8eQSKIICeK9Em6VT91rMXzV0WZDJ4QoDpDEymi5Ev7gGnFnhqMYNv1wVOPQac0t5Yu1Opd/4mEP86nner5inJp3dCS0phu4SAn3zyybvyIxCFjJEuQEHk6sC52F1LafeUZg88TfkuAiy5k+RtZQ1kFr63eHIdZ2RdOZsCthKotdINKHHu08EvE1UATqq5Oe6443aLWxfaDrEUDZMX3I7xPPjuNTQuc+hDFjwdy8D07NCYTewFIMbk2gH8JgHUakYkbB3wxO+e/aoiT5m+88yJR7vRU71XWu0JPCn3q4sqhaAtUQiFv1rT+3sf0RiDQFPAztgxU7f5fezYpCkAbC5YnHOdFvXyzv492/XZQCh5vOSFtkPyiCRf97znPXdTBq2okp6DFL8+ntLD2UmZSs+0p8Rbx+fvqjBW3+lDpqjyPlIxeiStBdymgqMq6j3WZv6X4Gjsmq2oL8qcNvmtceL5kZrV9pRTTtm56U1vOtRmLLQd0rsUJTMaf19fq/XaEucFjueZYnxbBeNT03dTbGTLZo7N9IPmyFSLVjNlcYrNatmVsVTf2CeX/dCz4g0HvJJta5GnVD4eDhPhQfWU7FQA5SmhdUDPJgDUnP/H9u3l2r225lIPQPWOceOWhmehzRNKWY6KT913QOGU4MlTCJw79uG4seMhB04VT3i6KXnKl1oQ5VpG1Xpr2T+2LW+a/Wn4eu3lvfs+aCwNmMflPj+f37wmA0cF3SrHlHrDhbZD8GDKS2sCFFQBaZ9V7lt4MX+Pbb3tsW117lxb1DqmF21d7RE4Ve1PAVD+uwea/H++p55L4DmVjqwWS7jQQgsttNBCCy00mZaq34UWWmihhRZaaKEZtICnhRZaaKGFFlpooRm0gKeFFlpooYUWWmihGbSAp4UWWmihhRZaaKEZdIUFT+985zuHyvrf/u3f3vdrv+IVrxiure1CCx0k/ed//ufO53/+5w8z98ST//3f/73zoz/6owey1IRkUdeVbPbooPq30EKHwVZ8y7d8y84tbnGLncNCU+3Zb0+U7ysKTV6qYKGFFjq2SOtD3f/+9x8WWnza0542rB1185vf/KC7tdBCC22BnvzkJ+/c/va337nPfe5z0F25UtAVdqkCFjrTGim+OvZ+ECvWahHR5TUmCx0UvfnNb9653e1ut/Nrv/ZrOw972MN29/NmeF5LsF8kz/Rbv/Vbd97xjnd0PeuD6t9CC+03KZrzRV/0RTsvf/nLd77wC79w2MeiuHNXltdiqve73/02nm2p+lgR7/5Tv68MkeMrbORJD++glK8A06L4FzpoOvfcc4ftDW94w6P2ayFGfQ4rHfb+LbQQDvI29PyxuijqVa961X0PVBwkbSwsQp3C//zP/+w86EEPGl4afNJJJ+086UlPGqJA73nPe3a+5mu+Znj1xKmnnrrz8z//86Wy/7Zv+7bhtQRiyk/7tE/b+Z3f+Z3d/4Vq9c4nea9J73//+4dzvu/7vq9Z86RcstD5mWeeOYQ29V191Dn5XpsLLrhg55u/+ZuH/sr4POQhD9l57WtfO6mOqsoRC7Hf8Y533Hnd6163c/e7331Iodz61rfeefGLXzz8/w//8A87n/M5nzOsKvxJn/RJO3/7t397VJvvete7dr7ru75r+E/H6KWxSslU+WWuoeNucpOb7PzkT/7kzm/91m+V+ei//Mu/3Lnb3e421MRc73rX2/nKr/zKnTe+8Y3d+1vo8JN4XTwgEp/o2eM1Zk0RvPGbv/mbl0sDaP9f/MVfHBXNkncrOZS8fdZnfdbOS17ykstdXzx0j3vc4ygenLqCb1XzpN+PetSjdl70ohcNqQm1+3mf93k7r3/964f/f+VXfmWQJ/VJ95l8/k//9E/DONzsZjcbPGO99uS7v/u7hxe/JnENtSWZ/eM//uOyDkX38/SnP33nDne4w3Cs9Na3f/u371x44YWT7nOhgyX4TDz99V//9YOul1597GMfO7y6o+K/3/3d3x2et3jor/7qr4b/ZE8e+tCHDs9f+/V/ypLojDPOGOyOdK3eWyn+U3YkqcVrv/iLv7jzKZ/yKQOvyW59+Zd/+c6rXvWq3f7p/Zeyl6yorXagTfdxas2T7uOrvuqrBlsoXSG51T1gG//oj/5o954+8zM/c+e//uu/LmfLdB+3vOUth2OEHXQfss9JXEPH3epWtxp0Qqt+8vnPf/5wPfVHuuyBD3zggFFm0WpD9CM/8iNK/63udKc7rb7hG75h9cu//Murr/zKrxz2/cIv/MLqkz7pk1bf+Z3fOey/y13uMuz/h3/4h93zP/ShD61ud7vbra5+9auvvvu7v3v1jGc8Y3W3u91tOO7pT3/67nEPfehDVze84Q1X//u//3vU9X/nd35nOPY///M/h9/veMc7ht+/9Vu/tXvMQx7ykNW1rnWt1R3ucIehnWc/+9mr+973vsNx6hf08Y9/fPV5n/d5q6te9aqrRz3qUatnPetZqy/5ki9Zfdqnfdrl2qzo5S9/+XCcttDd73731Y1udKPVTW9609X3f//3r575zGeubn/72w/XeMELXrA69dRTVz/6oz863OuNb3zj1Q1ucIPV+9///t3zX/SiFw3X/+Ef/uHVr/7qr65+6Id+aHXcccetbn7zm68++MEP7h53xhlnrI4//vjVCSecsPqxH/ux1c/93M+tPvmTP3m37xoX6LnPfe7qyJEjqy//8i8f+vPTP/3Tq1vc4hbD+PpxCx179MpXvnLgET3zxzzmMavnPe95q5e97GVHyarTV33VVw089+53v3v4/brXvW51jWtcY/Vt3/Ztu8e84Q1vGI4R34pXJBdf8AVfMPDQH/3RH+0ed/bZZ69OOumkgT/F0z/7sz+7us1tbrP61E/91MvxYEVV//Rb50t+nvrUpw4f9eVmN7vZ0A/16ed//udXT3ziE4d+f9EXfdFR5z/60Y9efcVXfMXqyU9+8upXfuVXhvuS7N3vfvc76riXvvSlw/3oWtJbT3rSk4b7uOMd7zjImtPDHvaw1dWudrXVwx/+8NVznvOc1eMf//jVda5zndVnf/Znrz760Y9OfFILHRTBZ5/yKZ+yuve97z3w0YMe9KBh3zd/8zcfdaz2yT6Jr6VXf+mXfmn1X//1X6v3vve9q5vc5CYDX/74j//4YFO++qu/ejj+aU972lH27ba3ve1gf37gB35g0POf+ZmfuSsTbitkp5LXvuVbvmU47l73utdwrvT613zN1wx6WyT5vuY1rznYTH3XRzpAtI0+ViS7mPKt+5DtP+200wZdoOvJvl33utddPf/5zx/k1+X51re+9WB/Id2n7kn9lt177GMfu/qET/iE1Z3vfOfVpZdeunvca17zmuH+Zb/U1k/91E8N9ha75/STP/mTg4w/4AEPGOy+nueJJ544nHvhhReuptLGwdMjHvGI3X0f+9jHhoemjuqGIHVQAyAmgfSgdL4GFJICEojRQAMk/vqv/3o47s/+7M+Our4U4y1vecvd3y3wpH16EE6f/umfPjAJ9Id/+IeXA216oPe4xz32BJ607/d+7/d29735zW8e9l3lKldZ/du//dvufu7RryPGTvrXf/3X4TiBIDcSGm8JNnTBBRcMgMoZ+5JLLhlAkhS/kwRNTJz7Fzr2CD4U8B4DJwI84hE5CXJMJBNSbBdffPHuMfe85z0HQ/ORj3xkd58U2Od//ucP4Ah63OMeN7T/7//+77v7zj333IGv9gKepBz9XIEg7Zfj4Y7GE57whMtdp5KfpzzlKYOsvOtd79rdp/uTzpJ8QK94xSuG9tyg/dM//dOw73d/93ePavOv/uqvyv0LHT6CzwQknL7ru75r2P/a1752dx96+o1vfONRxwqECxicf/75R+1/4AMfOPA7fId9e+ELX7h7jJxegYUx8PT3f//3u05QkgMIAXe3qdvs4xzwpH0AObdvwgAue8izX6eS29///d8fjvvHf/zH3X0Cv9e+9rVXZ5555u6+008/fXBuXJe8853vHJwmgSun17/+9cOxub9HG69m9sJU5T8VRhPvKR0HKQ2m9NPb3/723X1KDSgk9w3f8A1H5X4f85jH7HzgAx8Y0loipQJOPPHEnT/4gz/YPU5h8r/5m7/ZecADHjCpj9/xHd9x1G+lrbwvCsfq2g9/+MOPqmN65CMfubMXUppQ4UFIY6CxUFGvUnYQ371PCi96+lJhS6UpdP5rXvOao/qudMad7nSn3X0KS37TN33TUX3ReF100UXDeJ9//vm7Hz0zXV/FgQtdeUiy90u/9EsDX0getKSBwvpKZfD2+b//+78f0huXXHLJLr+ID7/sy75s5/TTTx9SA8jy537u5+7c+c533m1faYbkwbl0z3ve86h0BnJy3/ved0g5T5UfpTfUdy3hIN1EquCss84a0oAPfvCDB1mFlP5UaiFTeypN+JIv+ZKj5EepAJ27yM+xQ6nXH/3oRw9bT1fDB0rnQuKdP/zDP9y5973vPXx3PpBMXHzxxbu6WW2ddtppQ8obUunGIx7xiNH+6RpKPf3Ij/zI5f4bK8zerz72SGMmm5TyKVuuNPpUuVUqVf2WbhHRb5XcqMxF6cYb3ehGu8fLPt7rXvc6qi9KEyoFKj3mYyH9d5vb3GaW3G68KtMHQyQFoxykAE/u97ylanrU+ZydJmDB/0OHr3a1QVn+3u/93pCLVf5WAyJAMQU8kS92Ou64446qU9C1xERiHCc9jL2Qaj+S2TUOqr/IfSLvk2oznvKUpwz1KTJSPklSAuB9d0Zt9V3GDgauCKO50JWHBOxVC/Dnf/7ng8IUWIHe+ta3DjynGkZ9KlLN4o1vfOOBB90ZcGdh07pFNEV+3v3ud+/88A//8FCflTVJyA86ppJz7XMnRfKj81QX0ivWX+jwk+yOk+plZIeybu4TP/ETj/p93nnnDQ7or/7qrw6fHh+It8RDqf+nyMTb3va2ARTICZ5L+9XHbcmtnLYf+7Ef23nBC15wOZlCbrVf9rElt06SW+mxfObrFOtvHDxV1fatCvx1V0mQklcxmIqdhTZf+MIX7nzyJ3/yUGC+Tv/2i1rXnjI+8oYEnB73uMcN4EiMJibXWEwtxHXinOc973kD6k5aZjtd+UjODAWob3rTmwYewZmBXzS5Qh5rRXt1LrYlP/JMFSGSIn784x8/6AoVxMoJUTHquvIj4KQC4orSQVvo2KFWNMejICL4RhOkNKGook/91E/dOUg6DH286h7sniJEr3zlK3e+//u/f8imKKqre1Kx/Lpyq+cr7FBd3yPOY3RoLKQW71NlvStskWZC8D/0BV/wBUNkSKm7u971rkM64f/8n/+z0b4ofPehD33oqOiTvO+DIs3KE/P7LEWFMeVVZN+rfuY+eVciGYAv/uIv3lq/Fzq20hdKySnC+YQnPGGYSfY93/M9w3+a7YJnNsYv4kEim05vectbdg6ClIrTLGDNRFJKDlKK0gkdM1V+lCq4y13ucjmjutCxReJVjyrpWcsOja3yLYCsdLHA+RSZeMMb3jAAAwdnU2RCvPbXf/3XA/jvRZ8q0LdffdwGKQL1d3/3d0PkSVFjKHWLbJgySlPlVven533b2952T/07NCs4fsVXfMXOe9/73qNqmbRQ3jOf+cwBDTLtWiRwpbzsn/3Znw2REx03td5pCsmzVhpQiwtCEibVhBwUCSVnpE5jk0ssqO//+q//OtSsQBK69JB1nFJzmo6ue63CvQtdeUjgXLL31Kc+decHf/AHh4jmE5/4xAF0oKC0BIAivmeffXaXXyTL//Zv/7bzH//xH0f934rSbJvwMF1+9F1Tv52UGtHSBM997nOHOktI9ZYsieAesWTvJ37iJy53PemjdGoWOryUel16VZT1MhVfqYRENUUCHWMyoZo6lqYRyTlvpdKcdA3xq0BEkvO0oqnJd/vVx/2SW5GcujxOwPBP/uRPhv47cFKEyenrvu7rhuM1ltmufldLIBz6yJNqLKSYFUZ/9atfPaB+PcR/+Zd/GQbLC0JFAktichXRqZiT2qhNkFKBKnb93u/93uEBKMyvWgmBENFBrJ6qtTIEFJWuUwGeAJI8X61L4vQDP/ADQ92K0hRK9Umgfv3Xf33IO6v/9F3A6dnPfvawltVnfMZnDMZSXopqQ1TzIo/6Wc961r7f50L7T6oZ+M7v/M5hFWGtZSPSs1f0VfL4z//8z4PDIiOjSK/kTZMpFI0655xzBl7U+jBaBw0eFK8qtK41c8SDUsBEl/ebJL/yOJVyVKpOvC9jUq3HJGdC69GJ/7WenI7RWAhUOaCSM6c1nRSlk6PypV/6pUNUTl6xiskFzLzwdqHDS1rx/qu/+qsHfhUvS39+4zd+46QyEDkbkhPV+EkmpJulZ1UfJ/2MzdB/4iNFPmXflDmRjGRdbUWSS+npZzzjGQN/kbLS2mUus5qsoGv+wi/8wuAIKLqifu1HH7dBklNlmX7mZ35mcPBVT/myl71seF5JWs9J/0lupcvk2CC3HkiQHtCac4qsq6ZNtl7YQm1qPTfhENaKHKXVhqd9nnfeeUft19RJTaFM0tR9rbfkdM4556y+9Vu/dVhzQWu1aNpwa1kATdHUuhW6ptZtSGotVVD1pZoarfv4xm/8xtX1rne9YTqn1tn4l3/5l+E4rcu0zlIFeb9M5dR6WEk6/5GPfORRyzswNlq64cu+7MuGpQ50fk5P1TIFWhtDU7s17VpTsrVultrUUgTZV7Wle9T6Hre61a2Ge33Vq17VvceFrjhLFXzd133dwOeaxuv0p3/6p8NxWtMJetvb3rZ68IMfPCwPoDXZtGaL1oh68YtffNS5WidKPC+e0jE/8RM/sfqN3/iNPS1V4PLgMq51pMbu+01vetPqi7/4iwfZkQxpKQ5NRa+WHpF8a200yY/Wd3rJS14yrAenfUlae0bLnGjatcZQOktr5Jx11lnde1zo4Ak+E29ovS89P63ppbX9PvzhD4/yn9st/Sd7JJmQbGhZD/GGk6bla1kETakXD2rNIpa2GFvnScv+iM/Fg7KNWm9Kaz69+tWv3j1G9kDrrokX1abbhU33cc5SBVPsW0uetW7h137t1w7L6shG3f/+9x9kS8fp+Tn93d/93bDEisZHduzXf/3XV9/7vd876KAkLUd017vedcAD+mhc1Z+3vOUtq6l0hX233TZIYcGv/dqvHTxxIdxjiVRorsievOcr0xL6Cy20CVKxqiKzWSe10LFLilYofaPUVc4GX+iKQfe5z32Gtx1UNZh7pUNT83TYKF/boDCg0oQKJSrNdSz1XXlchV+VclmA00ILtUnpAdUs5WsflJLsvRR1oYUWOlx2T4BJa1dtS24PTc3TYSPVC+lhaFkArSeltaQ0ZVI1EYd9do36LIZRHZhqUn7jN35jePdfa32ehRZa6P8j1USp+FRTu1U3otm+z3nOc4blPHJx3YUWWujwkGoweQ+e1qxSTe81rnGNoQZzG7SApwZp8UgtC/DSl750WBJAa9go8kRx3mEmzZpQsb2KdFUgrkiZAJSK7xZaaKE2acFcFd5qkoXSOSp218uyVXSbkzMWWmihw0MqpP/93//9Yda+Fs9WEEHBjtaCmHulpeZpoYUWWmihhRZaaAYtNU8LLbTQQgsttNBCM2gBTwsttNBCCy200EIzaAFPCy200EILLbTQQtsoGNdsExUfa6q7tiqV0oeX81E6pZWI9b+2vKPOj+fj5/iK3dqnZQH8ONrk2vnhf86nX94G/fSXCXob3nYe7+14P7kOx/DSQe9X3p9fy9/h59fK/lXX837xqe6Hscn+e9t+T+xrraLO82Fm0kKbp3x7e8V7vd++b8qxFfVW0Z/aRsq398nbSDngGHhX/KblA8TTemG187yWFtAx2t/iaZFW/6Yt1wFqU9fRfn1ow/kcudBxvj/1UiW/1VhO3e//V6sqL7R30gxKPTPNrNbzE59pC5/kM01qyVfaObdJItfN2Eo+rsf9/Mp+5iuHnLKdll1LG96itLu9fVBLHlzm00737PeU67b6WJ2nfqBXtJI6b1LYKHhCObGF0ohXN0Wnqwft+xx8OPmNOsPlIPhA8zsZLRkuAVg++Ap4VIQSFcEYDp78Gglsciy9Te9LMpX/TmbLPqeBqkBoPptkyl77C22O8n2FU8BQi2/Gzm+dM+f5zgVT+TZ05D6P83EANMm4AWDSOXBDkHyvxWH1n0CUy4LAF0CN90e2nDz24dwhN/SlJTcu5xyXeiX3+3ah7ZFmUosv9EJs8Rbg6aMf/eguiKrsRk+ekhcTsCRfiLfhP7dx2V622dPHLSCe57eCA3muA560wVcpbLL3vWqHtvLeAK2+9f62+pZ2LPvi10zQqvHXh/+m0mTwVHUSpVOBpyntjYGTCjlW+1uKqdePOX31c/x7KsvsUz7IytOoAKa36+Pj95SKnH09T2nKGFbnLAp8f2kKQJry3zrHrUNzwVN+r3RACwymsq+MTOvalWywP0FYy5i0nL3KeKV+Wwc4LU7KdgmwxOKo2gKeiEaOAeqkFtDJ6EmCJ7YOVLK96nurHxWAaoGnbKOyDy2wdNXLggGZvUkZdQBT3RuRPyLN7iy15L7CJQn23Ob6/4BV2ta1tgKeUBRp2CuFk55aPpQeqm4pOQbAvdTqobeYy//zc/we8sEDTpL5q35VD41tMhfRu2SmjCplpC0ZDWbTPjxoflf36dRT0qnsc1wdsC10+CJPmcbunQ+tA5Cn8kBPXkWVXLmjkEbDZSzT8BkZ57te/umKEnL5knwqfaM3yWPMXK7122UP3VAZqd44+b1VzlFuF9p+5EnPXToU0OSRp0zftQB26tAq8pRgQgRoajnVlY1s2dyk5EmOa4EmP28MLF3lsr5W4Mn7D0jhHCI9XBew5HLF+Fd2LeUnty0g5d890qe+aDFNrQ015w0ck8FTCnh2GCXi+dNUeFOukUyRTFRtq/OrGqfeOYCTKpxIOxWgY1sxmSNcR7otpJ5C6mFcUgqpuL1vfn7PANPnCjhxXPW8UoAX2g5VYzsGnlr7poKnTfUzqQXMx86tDJErTk/T+7HIVPZBylH/EVngGFfsACTtow4CQgb5LsqaqB7YmSJ7FXBa5Gy7RHRJfMEHY85/WWMq6oGnynb0wBORz72Ap+zDGHhqne/H05eKv49Ee5kS45gq4OKy5GOUgQS3cx6B6t2f29OWXa7ui7rHra4wnojO91cCX4Gh6nwfgOpcHwgG2qNhFRKvmMPb9i0PJXOlzujp5SaCTVDUqnHK4/J+aVdIWB+QuhhIiFwCLk+Jd3ClcDoYbIHFZP6K+TJ0nMXqC22HpgCkqfuTv1vKsnJWpvav2p+Kc+595D6XNX0kFxznClyvTnJg5bys7/pf/yF7evUS3q0+p5122jA5RvJ18cUXD5EJvdoIYIVBxcDmNXIMW/dcgS3XSUvkaX8IkCS9im7lt4MnN9xTgEsFnipdK0r7kLYx7VvauVYfxmxrdUxev+qzBxhEjA3Bk5QD3Z9qDSWzcmJUmK0PpLFWtFey6GlSQJNvx/RYLwKV9peIH9dUP9xh2trrWSrlOIWmPNwec/aAWY+xWgq6UliAj14fW+Cp8iDGwFT2Ee9Xil5Mpt9iPkATHrSIrSP/ROiVt5TblgHwZ5zez0LboSlgYmoblQz4M0/AM+U6vWOm9nPsuAqIecgf8JQOg/b36hbS+0Qxs/+GN7zhzi1ucYudCy+8cNcQfPCDHxzO9chTRtNTeU+559Z4L5Gn/SOPcHj6CFDlzmKrzqgFYCq927KhLfDUcvJbIKK1bwyEp5ORQYqM1Iw5Qwla9JENE3i61rWuNbz2CJJcMbbYUNph3AE4U9KNbLMPfh9VaY0XqO/bu+0qROw3UyHVVI6+PwHFXO9riufnD8aPg3nyulUkyj3hjDz1wFMKSbYpwCQGU53G9a9//d0UgtD5RRddNGyl0OmnR4R60SGPnvWUcisy2HvOC22ONjG2YwqO/8ZkbW5f9hIpyWthwASIJA/IgQN8KWM/1+uQXPcQ9gdcycvUPp1//PHH73z6p3/68E47KfUb3OAGO6997Wt33v72t+/WxFT3hey5QnbD4SC1dX41bm6klsjTdgkea6XtKuA0Fu1pgavKUXFdW/32NnvArdWHCtRX36fwXNY4Xf2ymatss+YJOyfZlZzJnsm2Sb70gWTLOFazHokEO6hN8FThjPztH5dTb8frzpg1u5Wap+pB+EOtDHNLGVcecUUtj26KYmmh92yn553TjivAZI4KZVdgqQJP3p6nJMRkYjZ5ws6YAk5S/PkMEjT5feW1WuMxxWteQNP2KdPDY9Q6ZiqA8namerJT+jTlvJ4hIgJA6todFRQfYfZMrXhNBcqTY/Rb7SpNoOiuANNtb3vb4WXgjKVeLupT16tolo9vRota916NS+7LthYAtT1y41x9crKCaAw8+b65erP1vDm/6sOYfUs+qq4xhX/Tzl3VCq7ZusPCsQJOFGTLrkneZNuclFGRPHo2prJrc8CT9yFLUPw62f5WZtupcVcmPtC9iESiYN9fHd9KmSUY6lEizFYfKpTfIn8gLSDk/YMZYTQxkL6z9ft0xpRCF1oXs4HqE5jRvj90Dzv7WjQiD4f6+LSeSab9egZhoc1SKsZ1jOeYRzp23b3S3H639IBkBbCjrWQCXmRquafrkGU5GNrmApZyPjgGgKX/5P2ed955u/UZOl9tUvui4z2NkwXsc++7ZZy8jQU47W/kibonZnmNFWdDYzI2Bmr8dy/gwPcpAQi3dy1+msJj6YDr42UlV7/61Xeue93rDluiwy6HIpwfIk/Kpugc5EigiTbpi6/z1IsA5piNyVC132W6l/Lf81IFHj7LQe4p31bUauy4FqKcCqAq8NRjoOr//C8jUdU4+H+e8xWTwGS+WrsThXUcT1stoOYP32cntO7Bz63IC/HHjl1o89RTvusAkjkAalM01SGhP9WxgBvAEx4uQIbCXmqgiN6m0nX+Jy2DQqefSs8pJY6HTEqP9uhnz6CmQexFEKaM3Rxdt9B65LVOHmlk/1hkp0VjQCtBDf9N0btz5DrBQsthbvFqZX+JMl3zMjslUMTW16pCbgBGAk4CXHwArh4g4Lpp13p1Z9VYtsY3I05+vbkBgsngyVfRTfDQU5QZrcn/fJCrc3oM0wMvfLIArOprT9m1gEdey+sicuYeQEgpOJhMv2EaGII6DE9NOAhCsOcYJchTFu6JOzAbaytB6ELbod7zbSm/ddray7FQiw8qj2/snDwPOUJ3CPhopXDfJyVM2J/fUtJ3utOdBu/WZQ2HRXT66afvnH322UN7ijq9853vHJwaecXHHXfczgUXXLBbq7EJXu8ZqIqWyNP+UC5LkCtcbwu8VhGn1u/qvLnXqsBEL1KT+t71vr/O5FrXutbOCSecMMidagclLwCotFUEA4hYue3JTFZVguJBm5bT0rqfqvh9XdC0VuRJ5O9/qkBURSg69wL5tBBxDxhl2/4/fa0GZY5HV91XCzz5g6kiV6B0KXKYjGUImCpJ6kAesIcpeXcXY59M1eu399OZxu/dmat6rov3e/ho089iqoLuGf85wCBlMHm5UtikUpAHagP1kVyo0JT0nT6f/dmfPSw7cPLJJw8Knlmr2urcl770pTuvfvWrh3fGCSidccYZQ/rgpJNOGs5TFIq0edX/ygCNAZ2WYVwA1OGZbZep2am0l2dU2aix49a5RsVPPcDRsqGktj/hMkdFzobqmE455ZRdh8PBE+CU83FmRF4CRB8cPPVqeasxazmXOXuQa7fuc2uz7bKjDoS4mTyeG6giUA56/Pw03ImEpygtP2ZM+WekxkFftpWgw4/hf+o0MixMdInIE0WvAFOOgcnoV9Y8+ZiMoWgYcixS0Hu2fHoCvtB2aVvjvhcPt8UPU/ZX3i3H+P8ezXV9wiw6j9ZKjuSICFDhJcsp0X+3vOUthwiwFL+AkqJPOl5rOylapciTnJu3vvWtO295y1sGQOX9aekQ1wFQNXO3Aok+JgtQ2l+q9GaLJ1s0Vx8elO7s6e5WhAbggh1D5j52Wb0h3/2tE/6uOFHrf2ykz9Jr2bIx+9ajVtQt2+X31pcqqDox5n16QVaCGVeQ/J/ttFBn1Za30YrGVP3P/Q44qi2RI5+mnEAHBoHhvMhV55ATxgiwWBthTvqRK5LPBU/5nFpjkkp9iT4dG9R6Pj3AXP0ee84V30yNFLeO6fFsOi/sQ7aI7qL8tU/gSYtcSpZERJYEmlioT4BJ6Tudc6Mb3Wjncz/3cwfPWcfoXCLBU5y06h6m6MTWvgVE7Q+l3vRU01R913IQ5rTRayvb3AuNOb8ZTMC+idye/b/LCuxloxwcEVki+sTxHtHzd8r5q2l8zFp1TuuApwp/tOR1Ds16MXBSGuIWiMltHlsVdae3NmXgKrBUKT7aGWOiCmjkNWAwjs39ItaKYcVi/SfmEvNpq5CnGM4Fl3Z8WnaOWwr91BBn9ZyqyOGUiN5C26MxBTflXPfm9nLN1jE9IzG1/y1j5b/TA3XF6rxLXdSb3vSmXbkSKTUnBX7zm998cFp0HAXhIil4ZuJpfzo1zu8t+Um5rHThHFrHG15ob9TKUMx5DmlXpspLtjH1WrQ3te2x/zPr4gEBEQ7Jhz70oaEtLSgreZLjga2jmBz5cR1U2fO9AKO0W76/whKtsZ1r02aBp5bC8P9aC2K2AJSoKoJ2BmzV+FQ3W/VpahTL/6++Zzu+Smlel/9IIbD0vJS5fouxtBXDKU0gb9cLWmmD9ubkhn2pgt745NIFfl+tsc1ns9DmaS/eVa+tVpt7AcJzAd4cEFcpRdcFOb1Y36XYVTz+yle+8nIOjL7f7GY3230RqGSP1Lnkk9ewaL+IInPvN3KTes77mfta95JURdZ6yn6hzVDlUO6Ftq0be7p5zrV7xya/ui0mGnXxZcEAyYlS5CI5LJJB1nPyZXnSplV2OIFV4oi51AoMbIJmR57y4gkaxgYmbyS/T4kajV07r9fqd/ZhCnl/qyn9VZv6Tt0THi3oXL+l7EV4uhgI1oeijd4nKUFWjkFvTBMYO8jq1U0ttBlqgfcp1Io09RyCqV5wz5Go2pjS9ykKvAc+PMqjj6/dJPLIkgOf1BVEnpjcod8Uv7Y85kr+Uvf5J8d6zFOuzllos+R2oHK613UCqufYOm8OsG7Zs2xnqg5p3WPVhjstH79sbSwdpyCA5EUBADkh2se76ph04Yvc8rt6+XLV373w/1RnZR0AvdaLgX2b0Rf3yDy07vuqdvIGKiBULWnQOt7Pa/0/B832jAXt+L27EiUKxAqq+k79kpiLOifCnH4tH9eMLOUKuFVfK2CXILd1vxia9LLnvn16oc3SGM+6sZ/S1jbA8KYMPnKfRo7vCZ54XUv+pj9Ek5y3dZxkUzPskCn9VvG4jADn97zkal/lPY+NdQtALbQdymhI8tZewGsP6FTHTW2ndbwDtKn9ngICfaY2NYWXXnrpEHXiVSq+sKwiuHI8NDGD99j5os8+S9YXdp5jjzdFcwHTngvGW1EcUc/DqoBS1Z63Ux2f+1rAqIq0pELqeQQtqpCxt5chymq5BxHIXUwoorDcl72vUgd+74Cq1ktL/X7HwGZ6QFM8sIW2Qz3PcSp4mnJsdcwUZTKVH1IO53jyGbFJ58yPaTkP6aypPuOss87aXWdGqQfkUJ6zAJOmXOs4n2I99z6rvo1FISrjt8jedmmvwLT3DLdxvV5bvajWlD61AHurz5fapA2RHA7tk8MiueEF9mqPWXlkW0Q4KkyiAkRlGY/bqjky0cMpm6C1Ik+9TlTM5OsLecSqWrKgetg9MNaKUvUAGPsyBdV7ID0j4Iod0KPfOTvOQ5Mcy+sAPLRJsZ1P6/QlC7gW07DpgwOnlsebKYsWg41tFzqcIOqwGdpNADHne3ckfI005MkjtzqG4lb4XksQnHvuubtRXi2OyZIGJ5544s4tbnGLndvf/va7i2fi2LT0SCs6xH4Hb2PRpARWvWMX2hyNOZVXJmrxW47NynhboAmQJHvETHFFbX19Q1YY11YfQJJkTccSyaK8pdILLadizD5NsV9zdecs8JQKwy/q0Y1e6Lp1A3lsZbRbkaTegPSu1Tu26nPLi5wT1RHBdDAJxeQ+u0cfKXj+oxjWp4V6X1rXb41jS0n3gGjreS60ffLnUO2fQ2PGIR2d/L0OjfW7BwSdd93haqVbnFxXacsMIaZI8xoWkeRLQOqcc84ZgBNphlY0oWdk5kQHs69XZuO937TOWLdksbXPr1Xx9DrXb/FY1beerLVASO/a/v1SCwj4mmtkQ1jGJ99V5yUngCfV/noEqmVrKjnpjWcvALAXfToZPOHR5ToJVR2SqFovowUosjaK43zmWXX+2IPugYC5OdbqAabSboGnHAcePB4ztVCk7ITOKVoFVEnBi7lA6MlgXNNr0KppptVMupYwVs9n7sq7C22PxpTiFY3Euyw9AL+jI9gHwaO+/pM+559//lHjJFnT6yVEejHw+973vp03v/nNQ9pOkSgBKo+c+7Vc3nqOy0KHm3oRp0p3+3YOrQOMe4a+an+sn9XvqX1yu3WkACTYMwEgyaXslLYCR7Jf2DXVP+mDXZGjIrmTfVO9FOscZpCA61RR2TGM0ANO6wYE9rzOE9vKO5vKaNn53uC0+tC6vu/P/3qD1uv7GIib+hAchDhAwSAQ+iQUKmbUhzApDFblienXWASvuo8K/C0Rp8NFm3gOc5X5ugZjXeopwsrg9RwX9vuKyU5S4Io4IYOSOylybVuL9c3t90KHj6Y8m3UjTdV1tilzU8BT7mtFO9Oh9qBD2tqPX/ZmDN/ns131H0CI2icBJNoTaNLH03a5XmGr772tHzfVqdlK5KmFzlsXy6gF+9Jb84iT1wNxnP7POp0c1B7IakVJaCPXQ0omqACJ9z/vuYqgJflrG2BGfShcpXBczMQ7u6iPEpNpKzTvyx/49X08fAz5nes7JQBN45PGY6HDTVOV87Fm1J23c3Yv33NpDwq+SdNJxljZmBS5ZErRpre97W27TolPx2b6Ne2Sdmgpdfqz0OGnKmMwx87tB00Bba3fUwIXUOUwi3y2vIOtI/Hx5UCICuu75Iv6XF+yAJuCXZOsaSvZAlwhv1Mdlt62AlB7CQrMqnlKhEpn0vjyPdHrWNtToj0VIu5do7V/zIvsgacxhuuBpyrsWYGWZFjAFegcBc9Mh9499xB39TzHxmChw0n5LPdKm3ruvXamXsNl1R2O1EHuiLks+kKaHn0iNY7jAljy63ndhqhaIqSlg6ZEGhagdXA0Fomv7M26USHa5PdU2zjlWj0wtY4c92xsJX9HGqDTgxTYK389i/5D5qp6qNa492zZVOC0V5oMntLg82K/XNgqIx4ZfsubqAbHjxkDNj3wUw1+K7zo167a4T9f0Zj+O3MkVZEq7s9n41UgFCajHyByR+atdbNanlMaH++P97OXBlyU/eGmbTyfOQp4jsM09dpMac4aI2SI6KrkQr8zMsR6TfA1Y4Sy5n1c/vJu2sKT1vW9DW/LZXfTIHah7VNmO9JGJU/vxbHICE7vuNa15oKp3v4xea1szJEJNb8Ziaqcc+waqToyKVW9U97HFNnKY8aA1VbAUxVt6QGcMaoiL/mOuNb1+T02uK7gqutOYUoHfb1tr43ePTtoqfrCmCSTtYrsfSzz2tV4zWGmxRDsD02Rp3UUx9h11lXIec05EcveMe5UuDxzXqafnYd9faZKV/Ad8IQcuvfrtRyu6/L+/Nqpa1pOW7Vvka/9p15EYooTMKbr16Ux27Rp52Sqw+PnXMXsdf7OoEBLjpDprN2tZHYMcOZ1WsCpRXNB1FrgqRVhyofbGoRsp1oE0q+RC9VVyqu6ps8M82gOv32wqr6LqghMMk3Vh7yH6lrJZK1FNf13Mlgv8ld5BlXUye/Lj/WXorbGfKHt0bbGeIrXNhdYzT1uHSL6hCPhPApfs+5Zyg6eLO+yg8cBSSwDgvdbtTUlSl3RVIU8NSKx0OZpE5GIda85l3oytq78Jc9VjkEraHLEapFbAQLfZvtuq8fKaaYAp4qqPuz1Gc+ueWpRD0jk/lanq0Uz10Xc1bV7iqkVQao81lYf8vhWtCf7VIGc6l7Hrts6trrfCtGnoLRQ/wKctks9ft+EUs9n2OPPVr+2RT3vPxWte7YeJar6CnjyiRN+HMCI47ztbLMVqaiu3YsutfZNBWULbTfyxL51xn/M1nn71bnrXHfs+DFw39P3rW1SZWengqdN0Zjt69FWIk9TyZVbRn96A1ox8Vg0p0X+8Kq2si9+nnuZraLQCqxUyjb7OmYIx5C29yPHrYo8+XaqNzUG9jbN6Au1aVtGc0z5VdspfdqWt956zyLRIZflVgqcxS6JNNEu0as8zuUgo1t5rdZYTfWKW7TueQvNp8rhZv+maIrNy+v2ggDbpOS9KcBpzMlogafqvL0AyDHHf1PjN3uF8RZVDzuXKRhTMq12pwCVHKweEPNzWsg/+91rJ/tWfW8d1wNQLTBWgdDe9TO61fOM8x7XMaIL7Z2mjO+Yd5tge87zbIH+nuIZ6/OYs5C8mGnsip/HokAOkKhpcpmuDAQrJPtM1jy2OncK9WSvZ6wW2g5V9oX9eUxPZnq8vA4Pt/rV6+cYjYGGni3xe+kBq6nUctIqoJPU03ctgNQCUHuxa7PXeao6yu8pDxxQRZvefjUF0j1OZtb4+6tErUIzz6PibfYKrSuQkUVw/ib2sbFqvcS0NzY5pmPrRI3Vi+XvKaCv8naq/Qttj6YY5jEwIvJaIHdokt8BFVr5l/VYeH1JVeuTM2Sq61cOTd5Xa9mBis841pVq68W9vkRBtuU1T5Vsuo7wPues2aw3bD2XFlVGyNtYgNP2Ke1F2pBN6brkIwf0/vaOtGuVLXP75TzYsxtjjlbawd4xFa1GHPJWv3r79+qcOKWeqZ77XFprhfGWke8hcafq+FSgMJcIJqPYM6fwt5hKv/3FoZmSq+4vmSi9VAdPY96ut+XtTEXz/n8+A39lxBwPZQqAG/u+0HapF4GYqpBwRpKvKr53ueEl1HqNAm9FT4Cicyiq9tcEZZ8qb3IdhZht5v1UMtXSTZWR8n44QMvzKnkfA07rAKA0dIvsbY8qR3GOXp1LVWAgQZT3Le2Y1+S1+HZuFKjqG7/z/+qcTdiKSo4qQDbl3KnXyz7PBcuza578IVUX5Hv1DrwKJYuqhw144l1vUupS6KxQmu1XAuBTjllU0lcPrh6Oe5XOvM7w7ilUQkcbXkvhTN1Cui0G8WtkDVPPe221kULnwHIqyFpof2mOAXZerfg4F43UfiJNxx133CBv17nOdQYQleutuDJngUmPQCFjzGBzWRtTUCmPtO37nFc5B12R9+Zj0TKKLQeu6ltLZqdEAKvzfJvnLvK3P5T2aR0jOpU8KKCt1hXTd+ya5I13Mbpt8ewJH1/c1WWsWlyyZaOrvk2JPFUO3JE9pPM3dU7vfGwnW7d76z7z2TVPzmzVBfMBVMa6ulEffFeCYi4xlT5KKWjry7tzfm5TwaPIvZ6B++iBp5x9w7WdwX1MqrGoxqF3/74/gVOCpco7qNrpCVIFoBIMzvWeF1qfKj5pPdPcl9HOVHjJ50SV9PyluK997WvvXO9619u57nWvOyj15AlX5IAln+6vLS+uhqeQPU/v9XjL+8YsOv9U/JkTJHprp/V4uTIgbsSmHjt2nda95/gstF1qlXxMAfuVzaqO8e/phPPSd6K92Dfn35Q5lzWtzO2Oi4MozvVt5UCkfI1FeTIye2RmIflUqrDFXOL56VwCP9i7aiy2tsJ4govsnP8PORACAOS0YiI0ng7LcKZ/8JK9bQ+Bcl1X8P46ExeY6t05DpoIl3o0ycGTn+uMm6nECuD1Zq1Vwps1GHlcNe4t49kDntlOPsMFSB1O8mfr/FcpUYjfLoMAKWStFdl0OUW2/P1UvHKhFYmif5n6y7rCyimizWrVbz8nQVQFqtK5a+myarynymIalhzHPHZqHxbaG80BS05TAIM/w/zuNosaQ4EoPv4eOJx2l2VeoCtHBQclI1HVNsGi95V+tXg67dmlE+qv+F2N+9hzaY33Jqj1TOa0P/v1LKnIoESgdIqtRzdSWfjS+BVzZdQn/4PJCHuy35nGF9fzB5+/M8ec9VFZuO4MzQcG5hUqRLlagMgpxzdBXSrsZGDGtOcVVwzC83GqIlxLFGr75DKUSmTst+9P+UxeqhReOiLpKEAuc/KY4UHxvl6FwutNPI0HmHIHRh9/r5XayReIZqqQdzwSyWo5KjmWoimedQUQK8p2ek5M61pVv6ZGARbaO7WiThWlLp0DoPx7ZbRxVJAnQBRZF+p9saHIQjoqRKLcBuHYVG+o8L55f3x8PPLlzs/HLrNriQucqvFp6bDeGFb4YoymHJey1pL1jUSeqvfUVEIPVQPSQnyJ/HhInnLTA/PC8UyhOSN6H1phS7b+0s8WeKL9HGgeKoyFsXCvoIp+Ve/xSSDUQu0t9J998zEdY+KWx9s6f6Ht0F4NZgWmKyfIFRH8ePHFF+8q2kyTp+OCsyJlD+/oPCl9Ik3ap+NE8D0K31MNrtDzOp4aTCPgsuYyh7NURZwBXcnvrjh7Dk4FbNMxcX3WA1Q+/tlmHrvQdqgHmlpOTGXQpwAof9bwIYAH+XGbIMLGuaxh79JepSx5hDYdlVy2g77mZCxkJ1OFH73MrjlA6wUkqgzMXGo5QgkE85y0iT4BDWcNfbb1tF0PREEVU6WS8ghSoj5nACIjukGAFNOvM12HR5wzGHogzx+wM6E/9AqpZ3oB5sIrILTqaYsWmPIaj/QMqjFNjzv75eNdebGuNOZ4vQuIOtwEX/SeOeS8pO0ll1yyGzEVH6f3i6IhnYdCRx7VjkAXcqB9N7jBDY4qUNc1iCBVafPUMQmaXAEjPx/84AeH9mgbmdN+l8UsQq9mOeVYpUykc1jpN98ythVo8jZaumah/aOx6MdUAFUZ8IpvsV/uvIuQX/0nGUTWWEpEMpfp7eoePALl9Yik/arMStozTxFqS2T5I+aweB1WOkXIAPc1NtZjlLaqGu88NrNYvhyLlwNtBTxBY+g6FURlnFsMltfgPD0UkLYepKcMmE7tHzGbmIyZDA6uck0NjIAzTIWeEzGnkhTBiM6o7g07Ys8ZgP5+LZgVZZ+Rs/SUAIx+f14v1gOoPUDoAMyPz5mKC22fWqHu6ndl7JG7nInmW5Gnw7yIlS0fV5Rql5qNjFK7UiICJdmsPNpM2yHPlZPjs2i1VdtqTwXvrrhR9NpSj6Xr6YOcueHqRXpSR6RucEWd45rjnc4NhOy5/C60PepF39ehqTZNH19DzWVBfCl+liyKX/UR/2oWrPZJFsXn6bi4IwAISHuWqfPU5dgKj7pii9AN6ZB86EMfOgqYYcfczrkDlIEJwJWD0BzPKnrEdgw4IU/Yer772GlsNaboqH15PUsL/VXfq5onURXKc6WEcmMGT9Y4iSFQ6uSLAVHDTVodFA+AfTrG0T19y/Bn9tfTCjCbpwU80gRognFhKv8fZtQ+/dZH9+BFtq6sM5XgQuPbFohKQORjU9WbueEgMrHQ4aBWuqGSQer0OCcnPYgHRVKE+o/UnbbUYUjG9Fv8Ce/qGCkg5x2mYgOsNIPPU+3w9Ac+8IFdhat9akfHa78+XJd23dEgBahzXBlzX67wdc773//+oc/aSulrP8rfZx5WY+jj7eDPx5L7EnkakntOfely5zrNnb+9GPOFDp4yKuXZBUCUnr/40p0N+F68IP7W5/rXv/6wVTQX++a1vsiczqn0PQ57floRGvUZuQQsEeX94GUgSjLqDko6LJJBbJkHBhgXskpjwAl7Nubg+28PkhBs4Tv6Cv2mWcZbiTwl0kuD6lvvfBUpcaqiOr71cxxAoOwcTAGkHDyB4hkolDADCRBCyVWh9krhJdp3UAOD6lqkMTxdlzljDJCO0z4xGwCK/6q8svcHsOR5XN/mAqMVs3FfuZK7H0/NSoK3hTZHPWDaizilB5my5RGSrLFJB4j/ffaO+BLFLl6V8mQrXtfaUCh9lj3QeVKunm5HBlOuuT58K+Cg/wBr/Od1VRnFyvXcuFe1h4zpPwE53Y/SfOq/vntKI71yN36+z8P/7sn68VnD5amCnFGM8ZO+WsDTwVPLsZ9zvvNC7uc/t2vugBN9xS5oKx7Wd/GKeFeyheyxJiKRKa9Z5FqeDUoedJvhGRUcFG3V9scsfSdA5xEpQBMOC0EBbWXPiPwComg/x7YCTRlha01oSTAICEWvaFx0H7Sl/wVI50R6J4On7GQreuRGNaMb1fGtcyvQ5Ug9EaqnCNxTFlO5YsejQ0mpLW318LxWqvXwYDAdRxv67uCpWnMDBJ9pOp8pIeYCuXvIVv97SJS2nEEQEtKUCRI9CuBeMORK3YGX37tI15XXvoCng6deCt2VMsf6/pSprHVwB8XP4Rj4nxSC5EpKVL9ZI4oUnHhGW/Eyit1Bhtc+wXeEz/GidY6DJ5YocB7GC9Z/FL5L4XOfbPXBEOk4ASjxtL5L4es7HnKVloOQJd2v+ks0ACXNOQmUvG7MvWHkd4k8HRyl3RlLl09ts/XbnRZ0Oqnqyq4RjWIRW+ybZI/f2vI703uu5x3Me0oenkQGcUAyzf6Ry8pSsF9EpABPkiv9J5lkq/9IQ5JlcXlO/IDtwS67HUugVwUEuFeNg+RU50snoKfcvgOmtvp6lhZDVAzXE/xE5bltGeg8zyNFHkZH8VPDgSKvwJMennvFicaJUOX9V5GZTIXwQRnDfNRp0C+d5/3gIwbTw3bw5JEnB0tZ6+VbV9L+bDwN6Yq+qruAybn+QtullsdbecT+X0teW/sdXOXxyJqfizJ1UK191Gp41BewBC+iCOFVj47iyOBx44BkVDT1jMsqESkckqy3IHJFGQHpfilVKXUZIMmZvrtX7KkCZFR9V7jfDRa6JaPVlYy5ESBq55EnygkW2h5VdmvK91ZbUyltX9q0jFilXSSay5sAtKWExeumvNDcszSeIvTrenbC+RZ50f+X2nWRNWQeW4Xt0v/aIl98tI9UIJmVnPiUToVHZN1eu811cvAk+QQ8aSu5dZyQa9rtW8F4BV4YhB6aS4ZIb5k2Mn3G/34MiJ0Qp9dD6SFVkRkUeG794TizgcY9rZdhTijRMCHZnPngBXZsqSfBQ87IEw8860tgLsK3fj/Vq23yOVXAES+aFKOu5TOWFto+zfV4K2OQz9uNhvOqK25P12d7ABx5nM47AIgb3vCGu0oqo5ci7RdfnnzyyYMXqN/iW1LVWVQKH3vNCP9l5BXFftZZZ+0qa2QKmaUPImROx8ljlrxRy8E5AB4MUYImZC4X8QW4tcCUlx74KzsW8HQwkSavLe05KZu4dv7Ws4ZX+OCo4Fxriz3z5UI8bSd58i0RKY9sIqfwrj44/57VyElVVfT60suiuV5ITtoOG6bfRJ34Tr0jjgoOmdu1lDXPJGHvPHiRdYj6X8cTGReQog23x+rPnOc8GTyNhS+rEGce21ICzqCt6FV6vv4g2eZ3zvPZBTwYNxgOEkDVGW1yRvYCbp8lVHmYDh69gNSjYvqfCBhbD+fr4WIMvOCvYjLPeWfthCv2VAqpzBNEETlTP0iNLLT/NFW4XXlkyi352c9pKfQxzxyj446P+IRZc56mg78wBFKuABM8Wp8thBPhUV2cmIpXPRqsVJpkgFonUuM5ISRTAJyDw+LXSvDE1lMkLms4RT723p7rnkyz6/cCnvYXPPl/1dZpk88mbVqvrx6hSdDl9gzHQoQN0X6PHMGb3i71xB7dcfk9Urxho8r2IMvIuqcGkRP957WLGd31lLgcMpc5ZBF95vWTjAvyTIoT4AhYxHESzSlHmb3Okz/Iqak5P64Fwhzx57Uy8uSAJv/3B4vhIGJCVMpD5yx9QFGpjs+tLybm1yOM6dGnrF9wpcz9A4BQ5F6o6ikGCgV7RawZeWK6JXUYgClXxlVaMcfNxxKmxEOg0G+hw0kZgs+IsMuQA+kEE6mYKxlI75y0mUi1Q1wDIC/+08uHJRuAKh0nGRBvEVb3AnH4n4JV/Sdl6nUL9B+QhfK/xS1uMfA/61cRVfKai9ZrY9hHtJf7wyAgY3j11FRk7Rcpiiql4OCp2rpXvdDmqZp55rKyrchT9UyrgECS20d3onHCsW+ssUadoUeefEttsLZMzED+dC42xG0JtvMal4Eq+skyIUSO9dttGBOhfOsRYc+ocB2AzgknnDD0jy3RXsCTp/MzC4YtzywSdh89cMEFF8wqR9lz5GksmsT3CjhVkSRX6K1i7YwGZcSnAlPVcVl/kEV0CSJyP/eWaDsXPPN7hDFA/nj/tEnhuiN/gBTX8nHig8eK94uwwPC5Hgh9d6PgkTg3sNwLYHFJJWyXxhR1ywP2VLIf65+Uw7EUufOYt82+THF4ZLeaEYoSY0kRr8NwmUImADAALSlcEXUd9MUjUSn3Iq8xYhasAxd3CPw+fYZrpgJwVEhP8pt0JJ6ue/+Mh7fjus1/+30stB3qRZ3GgFP1XFxntqgFkjIY4N/HPs7vabt6Ns1lDplF3nLlc2Q4bfHVbHq/R40IPrQcMK5Lba/LvafIXaa0ZdkTQKDbbtdH/t0DB34Prv88sLDVFcbHKCNICXjyN5QKz6M6WVnfAkOVV5x9QWEDNlB8hBJ9xgEK11dbpv+eM6WYjiJwHhoPipkzRAMweDrWU4tEnjw9mAbKlaunLUDiMBf3B+rmuByXBJM+hvRJXgIeNqmMhTZP/kxErsRdKSTv85xccWH4s03ay4gUfMI+D4uLsui0itjwHR6BXwUyJAMnnnji7gw6l728FxHRYbVJ/YT+P//883e9X7V5/PHHD1vC+vQZr9LTCNynGws8Yb9P1tHxsaI2Qn2QHOg+bn7zm+8WoXpNlDs0pCMYCwdLTqlfNx3xWOho8khTysMU4OR2qPqvtZ0KhKpP1Rf4CZ7DaaY2KJcRyUVvkRfkjIhrTmJwx/zal8kvdbUezRZ5Os1tObVWRLkYZ79/n12nc3BQFLX2mifXGwkEMyKeQQHsr8vpvkSe/MG5p1ah+Hz4KAxHwfnbb5aHkKHsCl274RdVqUA8QWeIKkKTNQjObBWTcx2ULIaLbUbO2LoC9eJYN0w+ng6WfCz1of+AQJiP+/AoAkxF37JAPCMIGZ1baHvUclKc19xBGIsMV4rDj2OfT2nW76wpcPBEzQQ86rwKkBPBp4An0lq0ndOPe5Fg+uwz8fRhjRnklLRfT2+555w6gjZcxpBlfrvh8Vl2eT8esUqvfUyOFvC0XaqiSy2ZEs2NCIkqZ7+3Tcc4bU3VZ87JDASOSTrRbs+Q6XRg6D/6398x+3FbY5E+872aNMY9ZDTK9ZHbNWSH/hGB8j67jvDxrp5fhQ38+bhd3Dh4ckXoA5KpgFTaU/L6bMmh5pTmVDq+rfZxfIIZf5gwGaiZwuqMbtEHj0i5MUmPW4Rih8FayyHQBl6wG55s0xnA23DF7kzqs+28eJX7z2hWgifa8eiZp1daxn2hvZODaZcvtgmAHaiz3yNQLlsAf7YOWHxL/Q7g2x0fjzzB557e8qgR1/RZaXiN3CfrxSgk7zUM8K1HffJ9kNRPqDhd55x33nm7BaaS2VNPPXW3foNxoc4RsOjKGNljxWG2jLnOv+iii3ZrOIjS+TpxtAm5QXRD6M849WeC3IW2R2PpuQo0pcPec/YdCOQ2j0vHHTvlTrI71V576pEnB08eHXJ94AAE2+ZtewqPdZzUX2UgrmIz1XPmm9tfxoyx8UJ1tz1ek8vWAadHdd1WtZ5hPssErz5mWwdP3smeQLuid+bKnKM/yJxhgsfnazi40qk81JbhByR4PYMzdC5NkFEt+ur1GS3wVBW6c00v7mObHkpGgxyhO3Knvw6eMrKWxjAVNterfo8x4EL7Q73nkVEnD03zvyujdEhajgr87+DJwZx7qShbd1BQuq4w6QNKlpmg3i4F4f6fAywHPlkDyJZUIZMxAFcZ0fUoMPfiqUeK0vmo3w6efAJH6gDG3o2Hy77rx+pZ+7NND3mh/aUc9wROyactkOSy5jJZgasq2+FRHewH/O6znt1eeUYlQQdghGM9wuNtUz4CYMuFaS+NeqgEcjlufM+Iq2d8XB+1nI8M1uTMw8puuS3dVHR3Fnhy1NbyjDxKBAPABFU9USp4f/C5ABbXcsXnHqozsivmrMugrfTAK0DjjOzXcTCSRixBVIYVoSrkmOPN+QgrffCZfKL0/mE2KBV5RrYIx7qidwavZqQstB3y2TQu8O6pVSTgwRReV9TJLyhyip2JBjnPoPjhTSI9FHqzYq/zIH10MOVRX+7L5VxbRXIUPTrppJOG6BTkMur1Rx6BYiaPvGLqkbRfM/h0rmbX6fwb3/jGQ39VMwEI8vthzRc+vEeM/5BB/acx1nXPOeeco1ZdZqYfY83z4y0BeV/u5GRJwuKoHCy5gRZl9sMnPfjUd2TNo/4+iSdLQ9zBTUed9v1Y+uXOAr/pdwXg/HyP5Dg48yivp97zBb84LiIPZmR0rvr4/9y7YwMPCnhf/P488uyAMnWmXw884UAMGXVdNceurbXCeM8jcqXAAwFAeY1DhbRTqTKQqUhQZAmesh4DSq/4qAEoXkGSg155GA4uHAVXIfhUlB4J8ihXdf30dHzM3HC5svbInxve7GMVeYJh83nneeui9YWmUev5tI4BZPDqAWTIZct5EMXss1ccBKXM4YXqPNr392f58SghBzheQO5Ggq3+R09wbwmeHMCQUgA8ueebdVguRxgmzvNUtI8x4+MTRLi2j7c/C++XT/RgMdHKECcw9j5kynahzdOUVJ3/dqOPLWO6P/LgJROepkbGcoaYR2jhUQBFrvdFViIjrVmW4qnDKjjgtU7+SYfa14Xy14qtYhKKg6h0ACo7lxkp5NIBjkeWUx+mvGQZStpTdJKn5iqbtpW0nUecel4RN87DZ3Eqvjt4ytwwTJUgKxWbp/EcRGUBp6PSTC0ksKnuI4GLP3BnBo+MVcySY1ZF7/K86rotT9X7DKPnPVWALu+V/30FZ/7311uksC60WXIB57colYP/r4+Us6I3AkSKKDnvefoLPqEOCRAF7+gY3jkFJV8m/1RAnpooUm7IILzs8owuqELuGAk3Kvr0ol2+mKyoqgF0D5s2MYrIQXrVPuasY+NLk+g86q/cwDlQc+CYk0+4Hwd9ola0caG90xSjybNAbsRPkjfZNtXXia98bT23Y7lwcdq1jGphx+B3rulZGPjW+TwBTbWtAKHbmjzW22ScUvevGikxP492kfVW6Y7bbQdx7sD7dat7yv/dsaENdCxRLD5bmW3Xija1mC4HCgZwRkCJVjVMCSh6lJ5a1fdsq/cQqlRJfnrIOj1Lv5/W2PongZqn9zJq5c/F++H7queW+7N/rSjHEnXaH6qeXQUu2I+sUafDi3T9f48qZorbU92uiFMOnFpeW/XdAU6Ll1BwDhjy+txLFpS2jAophpQf2uaajB+Gy1cWz3vJPuQ6UA6m/J79Wbhj5P3P8R3TfQttj3qOJvLjESJfgNIjTB7lcX3ubeY1p0ZFXLazLW/PHWF+55qCDlJa9qRqazUSBeL4rDOsUpc9u1bZsPy09FRvfLO/W38xcNbM5A0l6qwQoLfrKJzwmtcJVNfwcKdHnjJt5wOUD75C2/zWd2bIMUPHr+HpuwRLFdjJvHDeT0bSqhRhjllGKLjvBGLO6NWzqyJT2ceKDxbaPHn+vhpz90B5xv4hciRCEWaEEsOumiDxmI5Xm4COlGuP7GRBOHVGGeH1dZ68L4CLiy++eNiy0r5AiGqVPA2Sk0xE1Dg5aOSN6ESN9J3rJJ87qEFX8G4vj64RSdPsIh97olSqnyKq5lsvsud+Xd5aTk4FohZ5219KPVj973YMkK3nRLSW58grSVj1WxFJtwdZ08h/HmRgW9X/VpkUj/L0+MhTZkTDci1Az7DQLwc6V49oWIKptDFZWpOBgKqf7qhwX72AROXIgSfyHJe5BKFbfTFwC6lVxtkZzoGV34g6zhLz/l/lbScwIbzuywNQY1D119vOFFyCJ1ECwUTnLgDpRXjfWyg6gU6rvqoS7AShHqatct0wUusZZZ+q3xXTLrQ5qmSqB7qTpwhFO79X4XxAlr+4lnqGqk1AiXuPUC4j4OAp662yMBWjA4ii39RCuaGgrgnDBC9zDVeI9LfnUTowc1lxAOa6xOWR1KGnCnUMBgkZbEXdWs/Tfy+0/zQGnPx5YnOYgem86bq2yhhkEIH/sx6pBZ5chryP6ahzvN+byyIlMlWEzJ0zX47jqkWGyKO/1Tj6kiBVUKA17u78ebaqZ3P9OWV0N89r2eWtvdvOb4xOs0WRuOLlHVJe7JxF2q7Ys01XOFn3k5EaZ7IcnOpcD8FnATmDD+OQG9Vx3KP325E5DA8o9GmYfo1k0lwEjHuoQo1+f/48WgjdDUMv8uTPgfOIujFFfaHtEM/Ax9idiFTgRD0UySGKoloMj7Smc0CbqWQBQA6+/RiiQnxyZXzvP9eA73M2beoBwIdmrem/Cy+8cDf6k3oC2cgZTf4Weed9DBWylV6nH+vKlntjjH3Mq+iyjzXPkOeVY10RYHEBTgdDDp6d3Akh2qSIJOBJPEWtG0XPyVtJ8GQa8SzXANBkm5WTnPYt/4cSyOXEiLQZ3BeydnV7Oa/PInR59j64neYY2m5FqhJcTRnTFmaoZMqfNTWaWwFPLU+pOo7QuHuHDnxQED67p2qvAgraetgwUxYeSfJ2E9CwxVCIXBn6YPu1fcAd5fv5ntN2QOXgyJVuMleif6iqRfF7TC/Ahaw1xqksWuCJFEcy/0LboV5U0Pe5fAh0SIF71CmjvM7T6fBom+DJF8lEbnzCB4bE65XSUcmJIDpeMsBvtqTu6Ed1v55q8yJcZjbJSfNaE5+9h7xmfUWOj8smxzqQzVk7yEnqs5SpSi/ls+R3GvAFTB0O4jl5TZwIWXDn2HmJc33rkScRx2W6LO2a82XatVxbCtllP5RgIgFa3jPgSe0weeOILXmQSypUdq+KOAFIU195P72/aaOzn5XNzvFNcrvWin5tJG3nN5Lf/TfCT/jeCzOl4HIA/eaqQfH2uVGiQQlCHD1n9KalHDmuxwTuBWSY39tPVA9TeCEpD80BWDKbM4gzRjJO9qEaQx/LCpFXzOgK3MHT4hlvl+DXTBdnRCo9NmqPxJdaO6kCXWPkIMOVY3qo8D+et6hVs0Ehra8sDuDx2iYIJZ2y5Cup40CgMwB9qpmi4FvbfFE2ck26kmsh2wk4MRzwu8u9j30lD37OGKUT48/D21pos1Tp7AQ7LYeaKJTzpkde3NBXVOnhqi9uz2gfPnZ75ecgZ75AZ9o0t7fpqHtkO2scue+PXLauGfKGfkj7UAHAtF8+Bvl8cnx8f++5VtvquLTXWwNP6aGNGe4satN/pLvy/LyJaiBRMKBEV6K+9eiUjkMx+nWSIR0de1QrQZan/GjPyZnSlazXb7iirAQlhTXHofo99uBbhtSvXQFXxntdJltoHjn/VJFXtrmPyA3Ps/K+kirl5M8XOfDfDp5QsB4JTmcAgMIUbvQAkSFAlHvRWZyqD3UlHu3y4nrGhPQf/QOguUOiNiiSR471vy+mW+kll4Mp05p7Srv1fcpzW2gzlPYr9XJv604xvFjZohZYyKBABZ5yn/OoA5LMhLgtw4HxVHmm4znHbZXX8nlfPPp25LI6SRG/W7NLE0hWfN8CVXn81GfbaqsCrVsDT9x0K9zdiuRkFKViCM71vG1eU5S51F67GSny1AEhfbaO4Pk/3/1T3V/2t7qvan9GlbLtMeBUAVYoFa4z/Jhi7jFPPu+Ftkf+moOq9omt8zjp8AroOrmCpQ2XqaoW0OuOUua85sMjTJIfrX/j0R9mxDET8MQTT9xdVsHr/LgWsuvevCv4ynN3oKdt1mnQpoAc08oBhKlsXW4dUE1R6lUKwY9tRaucFjnbPrmtSrlBllLWPPNQnZvZkIzW5/c8LyP8Cd4TFFWvY8nXsvgai27/8tpJLmMtnXH1sKHeduVwJ19X++fy/rqORuKXObW8a4MnLsyWh+oKyr1HP97bdEVNHjWL4yoGdkbztpNpObZ6d05eW1vqL0DqnJ8AsYpKJcp2RZm51x74bKHgSuD8mFbOuAJQDqSSeqBtoe2Tv4pA1PKEfSaO+NXfReVgo2onZSnfv+W1DA6e+ADUSFf46uYqJNWWV7+gwLUVqS5L5x5//PEDqKFeib4AyHLiBFEql3vuyWVU+5g1WDlo6AGfANHSUd5mSx6TKrmqzp+q8Be52x4Bxt1ueB0szx++yeVwKv2fdiHtWX5y4lNVIJ52IiNKviBnDzxxnKew05a2AI/brVURAXcHphc04dikFogak5M5wCl1qcvlXBu3Z/DEdxhKD8nf+5O5VD8vgUu+eyavA0PlCxYTsFSINxk5wZOnDDIyleDJgZm3kRE0xswNjY9BeijJYPlgc/x6TOHH+T765Om4FtNUHr63vdB2KJ951taQ5lJkR+CDNJfPBKWGiGcMj/o77lIufEtqAIADiEpezZqINBrIFDPhUIYsL+AAhvutZu4BYJJcHn2svFyAMUvjQ+qj1WZ64hlNoo9uOOm/10r1DMYYqFrkbLuUNsPtmwj7hczJvgH2syib87Etvq1AE8e7o0K7lax5n53v04a6M5Q1T7RdgaccgwRTDihXxWQTH7O0rS05aH2vfvee4V7sE+dW69ttbJFMH1DfB7DxxebwQhM8cVMOTPAmfYpndX0ehjOvh/ZbACTRsTN8nuv1HP7x++c87i09B1+KQOSL6PkDSoYdU9hzU3UVKGp5AH7cUmtxsDQGZsX/So3pVSxEd4jYqD4B54V6BVf+eh2Lp5yTr+E/LUIpfr3JTW4yLAZJhCh53YEKH9ZtUkGpCBniRcJEq/zdcYAZb497Rt4SzFdec77fjt+Axpac+dinwUpjwQdwlmPJPXCdVorO20x95f1ZaHvkzxs+clsBb0reeBm2tvk6HwccAJhcmiY/8K5HjXyl8ozcVJNIoIw0JzDyxTA9Q+QgLB36KmhQ2Z6P2SQOH9cMKlQg0Ld7fY5VAGFq+60gwVZfz+KMALLVw+c1EVnHIErEnd6wK5Ix8OShfRcEkXufKNEKWPhKryg7b49ZfTwgbb2w1BdD8zBwK7SZY5oPkD71xj0ftLfP9fP4HFPvR9VX/52Fkcu77bZHDg6qZ49ik9x45AmwgBz6b44TEEJWk/cdPCEzeM8uk36sF8nCH0TAWHmZ45iN5EXevmI5eoGodVVf4vzoPOvOD791DOk7dAvEPeTb1Cvnze/Zn08uHVJFv/zcSnfOSQcutHmqQI3v96CAZEgpaX3cviUIadm1vOZU8MQ5yXPJt/5JmeU4HHj20+98VUsFqNLBgtxmwM/p6FQOgR/bcxanyEbLFuZ/7K+O3xp44qIt8ASTAZzEaORZnXkc4WeIMRW6DwLXcC8aJvMaKFf+eN7Vaxpos5r55p5sMr0zgy9AqI8YU+f5OjApkFWbTrTdQul+TIsxKwDaY4zKq87/PLKAwVloO+R8VSkbwAQRKKK8PBsiogAWirh1vIq0OV/tKUqU0VC2aotwfyqcVNLOQ5I5fRR58vA9s3E8cpPgCflGnwCGcp0llzGPpPlCf/pP4ClryLz/3l4uf5BK2B2iTAu6vPv9+Th5v7wfTgtwOnjw5HyNkw5wUqRXH8CU1/Z6PZ2nzLBr+dx74MltGuQOLHLjK/JX5Au8umzzn/Ol2zzf59Fm+n2kk91pgSEoI60JoHqOftV2C2D17F3LPm4NPLU67/+hhPA+IX8gCT5gCFdMfiMe8oMRXMkR8XFFjvICPBFapC8Z2YFA3ihljFGm71IQ3Eh4vVTFbPTThSrvuRpbZ7Rc6weqFL8zZwWOGI8WAzHm/ubpJfK0P1QBaJSngIEACrwOX6DQ00NFLv05+6rZfg2XG97r6MR5HIOs8WGJAHiO16+I1Gdk3otYcYpwiLLvotQJyD0pFJYk8DRdy/Eh8kR0DmOSclJFgTMlVyls11tjCh2q7lPfW2nGhTZPCQQymsoSF9gHng92SOQZiGrlfY7h+WJb4PV0AkSuf/MVSFA66F6XJ3InI7M1bpudx7Me0ktejkR9mB9Xpfl8jHtgKff5fbVA1ZR9VVvoMZZB2Qp4qqIc3gkRjMbLEPF83dv18125VcZd5ArNGQ7l73VVMKAjc08zudKtlBr7PUfstU+QK3TadfBU/c79XM/TfhlurcbewVZFPq5pPLw937beAM93N4wJjBfaH9DkzgOvh9CikKS5IApb3QD7S0xdhnK9JK4BwNGWNKAT4IoIE3KPQieCJOI4UmhEu/Q6Gf1m2QDSIXjdmpWnj0d5ULqZUgB0qYie2i62XnOSDgI8rWtWESruy42FO0suU742lPcNqnRbdS2/zzRQC22WesZd5O9KFZ/LAQBoA3p8ZXHPQDiIEGW0Hv6QXNAOK/h7uhx9Tx88KAB4cqDOb3eO0nHPdDzbdIwTNBEUuEq8bkz7yTRVS4/0xr0VaaqcfAddLYckbWViDv+4A6ix3Qp4qnKr3jkeKKuHs8/rFVrItacgMoSqdnQdXxLBGVTk6YBckdiRt7fNtRAW2uHe/SF4pMYfWHqKnlpwMJOpDr/XnhD7eFfXpl95HwluM8qEkFX1H7SP4OojgU2PZ6HNUUYPPVoC4NExAk76DXiCt0jhuRFn6j+vTEKpeV0Ox/O8tVXhOLVDAjLIPhEpZN4NP3zPRBB3OjxKluAOI4Vs024Cetclma6n3wKWvOKFlAgROZezlEePgvs1Xed5NMyjBvl/gifu389NWcx7ZYFCFSovtHlqGV5kAjkiaso+B1ItZ9nTXN427bi8Aj4cPLn+TfDkkd+0pS7fyGRGQX15Dvrjcu1jQF+z+Pxalm7kumOOfTXuLfDk+xw4+bbVRsqU36OPBXoL5y5fC7UR8JTT7DNCQm0BnqUDm2pWmnuPFWqubtYX4/JiUu+Hg6aMOBHO93qrDDF65AkvAgHxWRVO9NNrHJyRYTYUakuYWuQKNr2XXhjT78efoxuwTLn4mHlbOu6SSy7ZjQYs4Gl75OC9UgICNIBYvTzXJ09Qc6gaJ5edlszlO7EcROmDVywCVHn6AoXuoAkepyaRInXvC8ehsLXVfWFMHAx6VNjrvarCd/VFbZFa0WtqdMzJJ5+8O2PQwZbLiciNB4BT53nkKl+EjAfujgh6w4EpxPiRdnUjmLoQWsDT9qgCr26E0e0C5NJ9Pku0V1jdKrAWpQy6vNB+Orwe5XVAAJABgHkdMcdl8bkvfuv9gS/dGcpIFPbsOpe98kjyzVIgzLT3/vs1WuPO796xLVvn52YpUI6VPxdtedMA7wWdY9dmvxi49R8dRKGkQmhNgcxtDzwBlhz4JHjylJ0XgTpocZSc13KPwA2Bf/wcJ++/C5NH3vheFbi3GCmFu8eEzkTpMTtoyplRIO/09GlL/ws8ycDpMwehLzSP3Lvyfa48PDqEMZbCAtQAHvjkdHr2e0rdlTzH+SKZDgwA21wPnvJUN/tkdNyZ8vtzOaMvnoLPPrvsuG7wWhM3SJ5KADjRL3fWaBs9hmykrLvDgaJ150gf3ptHRA3y1CnHEF1Lh8VBrOimN73pxvlsobaeTcfWa2ZxNtPxdnmr7FplL9xRz7WYqqJvUt8uP9RXZW1SVQDugM11gqe/SQliI1zXu2xd+7IZvExGYQ0sX6cqxzp1WCvqNLbf5THto5cQOA5JLEIWC7sm8LSVyFMi8fSOfLDTe6q2qRQTPFXnV5GnPDY9CKI9eArUYA03H5ExEd+95glvwK/rxqxC2M7E7lm4l+DetcijSn7vVTG3gy4YJFMn+dyqyByhSvc4/FwvphOTyRCec845S83TlillpFI6eEz8dscEhVgt1Fcpbk/j+fVdyfK/p7Y8baf9DlRELKEAkMmUhohoGWkLolvpwLiST8eGfgKW8IpPOOGE3XotBz7038El3jIRWKJYPh6Mu9qRsqVdB094sKR1eD6SHbWp813WskaTNt1LvuMd77iv/HdlopYB9qgL/MgM0gRJPfs2ZgedB9325LkeDOA8Ikg4T+oz5/v3XByT5X74XU3SgCdxjuBJjr3e9a43tKvZh5Jh6guRQXdycpz5PfZcMr3dSnM70ANken1uZsDY6nmed955g2yeffbZ2ysYb92gUyrfFrXAk2/zeI8UZV2BM5n3qfIKqohSVRTnXoDnojN952AjI2UOnnyBMu8L53pkySMPrciSn+PpNy+wTaarZmskePJ0kUenZBRkEOYi9IXWp4xAVQrHwbLI+RKZyTo2ZI/6KedDETzMIpsOHjz66Qu/et8w/K6489UQDnhY3oT1qTzFjXxmpMoNTTomvkyKjvc0fqa+c0zdY3Z5wLignAGuHrUCPCFTpAa0X7LjNYMeHXf59edZpXwW2hylIa90ragy2j3wJKoyKdUW+fLnnkEIIqZQAi+XEwdF+foW/+02zdN46WjDk1wXubrOda6zC6IoGUjQlE5fNfa9Z0IwwKPsDpY8CADQI6KrfQmeAJzYeh13/vnnD3Kp4MCcWeSz13lqURr1KhpUDVYib2fGjJ64InTl60rWlbaIQcsXhPrLSlG+MBdKmN8wBltfv6MK8fr9uNefhaU5fl7kW0Uc3CPiQ4gVppGC5reDJFfOgCaOQ5lnrhvDAQMKneuY973vfctSBVuk5HvAik+LdpBezRIT9ZaUaCmurNfwKFamAZ2vRewjisQaVHrFC+F99/xUx8NrZnSOfvsrW1jzBpCUnriDJ6/ZcrkB5Ih3faFcHJmMMLj+AHQqpI8ukPzgREjpUhfFsQ6eIB2LfHm6ExDmTg/GgN+kaR760Ifuma8WqimBU1W64A5J5fj3ok69yJO3md9FWUclQv5aL+P2WabYO6K+vuVdkTnDr0q3+b15OcpVinf3Veemg9UKjvgzoDCfZU58y8w4/UYmmdRCMT82McGTF9frHM36dbC6byuM+wBNOT/3uaLOWqhkYH9Y1SejSbTlkaT0fj2E59spH8CTj4MzVzKZexgcPyeEmWFKB0FiFpiJaZf+v2+pWXGE3ioUdK8Yr1nGZAFP+0dzBDrP8chVOjR5vMtgRlcrOckZq4T0AU1S4L4KOp4qx+KIeETXPVeP4GZ6kf8zLemUkeDKcakiZn5t0nSeDpCHKlngFTaUAWTaDrDrBf4e5XXw5LLn4Mm9/oU2T61IE//NsWP5Sb6rwJPzW5aKuG1z5yHBk6ep2QKSSM+1ggHIn4Mnr5VySqftqo0JX1WWxPe7Dczn4JFYt2fU2TKLlq32I5OSU8AT6XGc/6x1Qq+QUdFvit63GnnyC/SMfzJSa/AzQpP5XtryojYiT84A7omipDNU10qh5f6c0Vel/RJxt8BgMqOHRf13a8z9eJQuiNuZCCYjSuTMx28xFXUqbF2pZ+TJmZqoldrM1MdCm6eWp9pSOC5nRIPcgXA5SMXn3pinvXjOvM8rPVTkwNMF+SoYjlFthL4DCHKWEakJokVcQwZBqQHeJ5beo8tVpid1PL+91smP91SeR5zUP/G6Iq04HJKXCy64YNgS5ke+cTK0hIT+lyxqqxl/UtCSQaJQKHYHZVXabh3gvND64KkHpPxZZLosebIy1q0PxyMHvDFAxhyZ82U/srzE09VkUph1h7x4ZiVtZ+W4VKCoSkMe6UxeypIRKM9zOcQWeZZDsqJZxdryWzLFfmbKEXHyeqfUjf7sXHdoHFQfid7ceuQpmawKc7ryzohMRmaq9Ja34wbAUbQXc+fsIQcweS3vQ8tLSIYYS0FWwDIVoee1q/Y8bJpMiIL1qc4smAhIgvkqxA7o8tywL4BJRKvyHrKAcKHtUILsntPi3x3MSDYSTOEkpKNSKWXAE7yglBpK3dvG0ajkUsfDy+6YwMuuqEVeqMr/lZfKsfovV2/OsgGun+OVhabVNfgfGSEVQGRJMuUyjEwpDeAKXYpecpg1T54W53fWEmYKZaHNUkuvVxFJ/56y5Y542iB35HvgiSgRjgq1gACptGsViCLNnQtY+kzWrEnK8ZgyZkcab6sQtYq7W+RygG1DVojyAp5wXABNki1fZgD5oj3XoQ4CXefp49HfrYCnVN7VACZoyjVoQL3OCFX0J/O8PaSOQudambar0mOJph2ccG98x7N0ptC1yJP2GLECgXOjdJ6iQ4HDVFLU+i1vl9wvkSht2a/jOd9rLmi7Whcjnzv37tN2F9o8wbPOb84/qZSQCa81Isrj9Xkua611YVCsKGH4RbUURIC8dgl5TnDvdQlpnPAIAXA+ucHvXdekHor+5MSILCglmuvRXn04nz7A//6/K3G8WAEkIkZ4u9qy5o62yCCFp1LsOl6yxzGkIXLNHNdP6gevtGmlThbaLGX0tgJSCZyQJ5x26odImVFPm9GfzKzQHgAowZO2RHFzpnf2v8rSZGTZU9HIjshnYFdR6Vbk+0g4ef69ijR5m34stg27JnnTDDjZsDPOOGP4/d73vne3zhDQRAkJ9sxnkbdqrNy+OgBVG3IQtxp5cqoGKj1l94YJ63sRqCt0DzFmWM0foit4jEYLPNGnLAz1h+2AxsET1xHBaAy896lKy/m2imZV+x00eX+8aNvX1tEHMOXpOwdRXkjn4CnX8ugZaweYVRh2oe1TKzLi8gYIktJGEWRNkCtqnzEDeIIfkSPtE6+gyHW8t825DpzgMe8jsgf4g/ec93UMW79nIjKAHaJBHqWqZqmlw+JpSPgfXeF98nvxD3UU3B8pArxfpRQAWXjNvko6Hy9bSMqUyULbpcp+VbYhnV63bdgdiq8dRHlKLVPmtJORJ5996quOY0chd/ZdN9NuBbI8MltFinDW3Rb5PdNWlUmpcICDlXQU3OFC3nBaZK8kP0RtcUiIQMkxIdKEXXRbNhbUcX0jwrGZI3NrvRi4QprVQCeDOXMQ3s+IkyN1By9+ffZ5SNJn6KCYnGFSyabhSWRcFcjmp6of8bHJdF1Gu7LOhC3RLhiBNBt1FChoR+IKZzJzIMGTGzSfIt0LpzIe1bNGYBfaDiXA9/3wv/M3x0quTjzxxKHW6NRTT72cxwchY5IVHY9y1nHUzOHgaB9F0cz+Ei+xpowrwnQW3BHQlsJMvENdS5RrzgBoPHLDmksOvnCguH/3uJO30SlcWwCQSJ0+2ifFjBySnpMCR3Ejc1rnTNuzzjprcFrOPffc3QJyd0z8GVZOV+XVp9wtAGq7lMC2sm9s/Vl4ypoV/VlpW9FS8TJORhXdFaXT7PVLtEuAwOsM4X9RTtl3559rJBj3wEAGOPxY+pkgywGbKAGbO2yexke2HaRROiI5kqxJtmTD3vnOdw7y//a3v334T3aOyBT20CNNVamJUzpS3Av3SltbB09sKyarKIFUfjJnnLnivHYVqfH93j/3JD0P2kpNufLiXH/QDp5Q4J47bXkB2W+u4f134cBIAPiokwBEMaOAhfcoTk3QhEL3aZvOaJXyzmeXwtMDXQttP9IEOa+KUFjUSHBORg/hWU89AEKYpZkyy7ke3vfj/P+MZsLLrMgNXxOVSSOAEYH3SZ+5g6LjkUEHIsx8y7FCjpF/xocxw3vlukykcHmjH5ItyZUiTdpSh4FC9+LzMZCU+/xZZ7Rjoc1TBZIqHddzMrFj7sAjU2RGKvDE+fC1p9bdiWilunwJGpa0gL97NkeUdU/VxCjvJ7LsqfJVRLM4D8eL89A1XridESd/RQoRJ4EoT4F7bW9rPcN8VhUY8vKA/Gyl5skvXEUf3ONLRc1DodAYBeWeYlbEO/JtKR7C7h7yS0XvTJaRpypM7qg7t1X6kYgawuNMXoUzHfV7NMCVqUecuC8paTGOmEhbKWztwwtOZJ5LFnhNUyoCB3HZr/Qw5jLYQusRMjGVACfiCXjTZc8Vt8uB+MmP97e2i5DznMoMb7nXS8TF649SjlHwABQiZoAeEfzmM4J8WQMUMgowI07aUtSeThTRgfToGUMBImQJmZMClyJ/61vfOsjXe97znt1ZeEzGcLnKaLk/U98mOWBagNPBR54chLgOJHrqJRTiJV4ejAx5mk3fdXyVDstsB6uFeybFAYdP9BHv+SQejzy5PeUa3GMCe+qGkTXsWjpP6JlLi2iXyySyWzkQHE/aTYBJMid5esc73jFsTz/99GG/Vv0mKOBF3Rn9ajn0KVO+37+vExRY6/UsVWQFpvKIiYfYs3YHhmLQHbk6OPJBd0bwh8nWIzfOaA6ecnZOgqXe7wxFcl0PRaYnXj2QKrrTipoxE8drnCQwvIvHV/1G4QO4vHi3AnL+259fi9GWiNP+0BTDyf8OspxXxBOebvb0MspfRLSEZ45H53LlvIHRoA8eQveiTb+XjCD7ApC0L7lKgI8yJ/3h/UiZSc/adQGyJGIxzjQu3KvGTY6Jz/pBvqTUBTZVzOoKHU+8FQX3360okz/3BTjtH1UGOPeJHIg72Mp6VPEpEVb4G9vhNip5VwSQ9zZdlnxGWq655+CJ/lZBAU/9u72izkof0vaeTqTNDERcGjYVW5iOX9pEzgNA6T6IOOkjh8XfN0eUOpfR8WfUe8YpU/48/bg5NBk8uTLNyFMVIuQh6sYzrA5DaUC0ZU0XT3/Rniu4KhrkYcYEHdWsnEzXOer3tpL58Ap8hgWLAXrINvufDyWjWP7hPIwIRlBMJKUtRpJiF5OpzkL7tWXqpkeafNaBM0sLfc8Bywttn1rRCREgwo/Fk2PtIT1/57GMjibfewTG98OLnloH6PjaRxnO97oMdzwcTMGjHjUSERkCYFEHknKIjPJbxCtTtGWsRKxmrq3k1tc7yxQIYymZE2BS3YXk621ve9tuJMpTk3jmVcTJZW5K5Kl1zkLboymRB3cyRT5TE14WT4hvif4icx4F9kgslA562jdPlzFL1FfY9kiyt+lte+RJ5DPN9F1ywYeZtWmT6Rv1jlexmbFqmxmBvPOO1c2JejOOgEIKwRV1ete73jXYMkWcJHfKqBAM8Gi2Rwf9uWyC5srarMhT1Xn+q/KIic4ZABiDB0DtkHvGfjMVc/k2I15efd8K89G2M5H3gWNgGoyQBAGkDeNRA5Lj0oow0W4rp51j5jUXYiYQOVs8ZAeLDm4rkAvD9/rbizgtSv1gCTnyZ4hSFSEvREoBU4AOJwdL8COKH4DjypP9nlZOb9NrnGiTWgjWf6LtvB/OAVhhMEjRV/3PCSJEx+DzLFwVZQ2kfzBMAqOKNAlEUduk/YAmN0xV9HiOnCwRqMNB1Zi7LnS7RiqO50X0FcBPyjyzGS2b4LzEx2uDWADS1+kDkDi1ylEcPLkzhL1UWzhSAj8izvEU5KqYWedg0d+Z51Fhjzp5oTjyJSBFRqV632o+iznUsm+9Yza+zlPV+QxF5kCxD8VL5MkBS0Zs8vpVPZKfk0ztiLyaIeZtpkfu94UA4E1I+ftDxbMHTOV4+f3RloMmNyB4vRR760PhnBA5zCVGowYqDZgr4RRWvy/3HlKIU1nkuC20Xap4NUPNabDFi0RUZOAd7PjMVPd+aQse9UkbDkgyypup+EyNeyRK5NEtpnDn8dyP6pLkvTITDsCifVoFmCUT3GmSnCA7IkASXjCpP9IDADKiXDgjkitqnASaVHMhr5gVwtFlLi/IR0bMK2U9BRD5cYus7R/5c2s9IxwJn02JnWHCgfgIGapAU+pjd2qr513ZtSxDqXS0t5fX9GiwPuJv2RKtDyfZUPQJACjCZuGIiACFvu6ijiHilJkkorWsnSZZ04xVfRTdpd6QVDkRqimRwank45vftxZ5ciPrv/PiCaD8oaKEYcCcGtkjDH2VvuPcjHTxPUGF99nTFwk03LtkOjUInXNgFrwOmCaFxq/hTIWgej999fCscZLiZ8t/hHMro9ob1yrq5Nsesy5KfXs0N8rnPOSRGQfDXjjuCjB5plp+Q+SL7Lmj4rzLWky+BpPzkMuLgye8ddqnDQEf97h1LIrZZcedJKLApAoAYdy3FLQXeHOPXhjuM35IK7DGUyVjntKpZM+jUFOUf0aeFlnbHrWAbk8O06a5zREv+bIa+fF2xqiVxUkw0csw+D36fSA/pNqolVQb2Ck5HLomM3GJLGXK/5qXgSYAFoGElBFPPeL4A5iUspPsMavO6yG3kaLzsWgBqo2BJzzVrHlyxZDASeRTCR3M6FjqobLjiZIT+PhxziCeUswaLY/uONHvnBXAeVyDtW0o3HbED6hi6rcDKwySb73Gw8fR3x3HQmAocTEZESi8Z58eXXnEPQCU+yoGTTCZ47/Q/lP1TCtD7s8I2dM+wFVGPTmnmh3TAwTeJwdRFWUdZBoh/4i/WZhTLxhWxEmyRXGsZCJrMSRzxx9//O4aO0SKRZIflDJpFZ1HPSFpA7VL+kARJ31njbQETq0aQK8zzOfSeqbr/LfQ3qkCNz3KiLzbm1w2w9vnu2+nXqe63tRITOvaLv8AHYIFCZ7kfHCsR7GvcZmDQnoyHS8fF314QbYiupKvM888c4g4CThRw0stV+KLTVL1vOfwwFqRJy7inpYXr7YULJEm37YUCwrcyWsRKuOQoK0HDKr/3Wj4Nf1ahDd9BgRMJubSsWIinUfxKtOls67Ki+fwlvHAmX7qq6xKufuHiFPmhHlOGMdKAHNccjwcDPcA1ELbo160L5+VK8PKmLus5kr5/N8CYn5+r08ZrfW6Cm+PELzAjxNy4UsY+PTpk046aZA9IlGsmO+1iNRRCWixUCEetdqV4yHl7OvZ6Bqs2ySQpI+OE5CSMpdyZxZrgkwf01S8vt8j9tUY+v6W4l4A1OEAT/783IZVNtDb7/2ecq3cN6bXx65Nv9EZ2A7AEUt4IGOSIV+d3+t/r2q1Xa1MEDKI0y/gpFSdlvyQg6KAAC/89RX5p4Cn1nhOjdi2gO7G13mqQEem76rjRF6g7DfmypY2M2UwFj2qrt0yAJWxyO95HH3yh+qhWn+DM9EqL9b1eiq/HzcW+g4g4v0+UuR8pNgppGOND7+mG0nGuQVOe2OY951jNDb+C22GEiRBLSPs/009nv9bBnzqc3bj4Xzn+8faa+kWBzpEZYlwCTABllQn5bVNyKavmM6SKES2WDXcU3TaSrmz7gzOSToUvk3ngmt4YW1LmaecrhOlWGhv1IpATOH/fL5zgUyvzda+1vfqnCnXqWSPD3aMWeasfH41e0OIL0WCXdOW+kvWJpRDIjumOkKBJ/3WrDqW26kiTvsVsZ0LnNZa58kv1jqmp/hB6vynD8gXqopa54Yrqz62wFPruOyzpx5zLQ5/8Amecp0blD+I3EETq6mKoVhlVb/1HS/ZX7PSihz5/ffQeeXFECHsMdQCoLZHY8ozAUkq/0o+WlGrMYA8JvfVcekkTL3flDlPy+k3M+C8OFdpPQGmk08++ag0HcdJdnSeQJb+R+akvKW4WbtJssesH+0nVV7JUo53ljT4p/esxmgBTocr8uTUer5zrjvnWnP25zFT9H+rj9QP+qrpgKer2+QSEfaI8hMcfeRJkSa94Jcicewa9b2tWXWbotZYrCtnk8FTApyxB1opxNyf9VMc51Ga1jV7UZX8XoGu7H8FqFCMPv1Ss3z4sGYMC4z5KsxVZI379TAmCl5MJqBExInZD6B2apx8HacekGx5sO5VsU0wy76WwZhrBBZaj1pAyMnlZgzoVACqaif/yzZ67Yy11Yoo+35kTWk6fTQDSLLm78TkpakAF2r/qLciKovjInnSbwrGlZIjTQdoUuRJx2mfwFfLQWw5K5XOIzI/1xC0dNlCm6V1QcyYnIxdc855mwARqct9th2zxWXL5GSoblAf1Rkq/S3Zk7xh47zE5VKbrEEGhXdSKrIkeRJQkmwJOEnmJGv6MAnD1ySs5CvvYS9UAd51x3ct8DRVqeT/eSwDlmtUcA2/0ZaHXCmZyhtoAacqyiTy2Um8IVtKm4XEpNTFaIAoKXKUPudyj9wf0SkpbzGcULeYh2UHKAYHPHmazlcMn5oTTq+qGqtMuXi9hogoWo7vEnnaP2qBot5z7/2e6kRMTWu02vC6Kj8XQMMMUT5EaSVTkjcpb5YmwFGRjJGu02/aYoYT/OszgsS/UtySJb3+gRl0RJske/pfH9LwAB/arHTbFM99jpEde24LHR5qOZBjzzl1Z+8Zb1rHOk/7EiYEBZiYccoppwwvDNdWdk4pcckd8uYF4SsrP8HBR9ZUDC7bpoiT5E32DmCVrw2rbNmm7n9KBmodEDU7bZdrMU1Rvn782LEV8MlISY/hxiJO3l5FMIZPu4S59F3M5Kux4gFTU0ERHgsWugHBO2adGV56CHgiNYdCz6UIPKyZ9V+9CFyCJ79/94593Fw4PDIwBtgW2iz5c8jn2op6pNGeqpCmgOIxfsv/Kv3ArCT+88UzmSnHWk6sVCwPGK8YRa7/coFalw8cFckOxd/asoaT5IwZPvrui3ZW95gRtbwvXz4h73UqMGo5OQtth1o2Io+Zs3/senuNXM0hz+Tk8gLImuROAEmyBWjSb8kcESdKadRfj+5+3IIBkil9P+OMMwaQJNAkm6YIFKUopNOraFPLGRsbu1ZgZQrldec8j9kvBp7SyZan3DqmpbSrY6YCJ29jDKTx2z1VFDnerkCTGIlUgvaLuQBUXkDniwaiQJ3JBJoEpMRsvNSXmQgAJqZs5ouMfVymeL0uOH7fjKcbnspweLHslOsutHly8NQDUE69/6pjW8o89+f/HplMJZiz/9jPqy24J1LfkidtUdjUVyhtd+qppw7/S7FTb6HziV4xnRrZkxxJhhRp4mW+LEkgWZPskS73NdL8nqtZwchT3q9H1PjPU4dehrAAooW2SZmiI9IEaCK6q++KNMkpkVxpVqs+p5122gCqmIQhefQoLDVNH7rMMZH90nfJmmRKL9AWaJKM8XJtSlXmFIRviyqwVqUMNwqeKg+q1TE/Z067rTRTdU517exHpeyrtjxNx9RnGIcaCz7UOPmCmA6S/NUQMJsYh2JvgScpdilyKXlqLPCCmU1XvdDXUyY9w1ZFksbGMdMsre8LeNouTQH7U9qY+px6x405LFM8tyqaLJIsSX4EjpAr3htJag5Hxb1efec1ScgK/zPDh6iuvGCBJxWtSr6k1H2pj+rNA95Pv/8xIDklKleN5QKmDo5aduIw6bixvlSRylxQmrWZJGeSMRwVRZokfwJRvrI/mReRr2nIWww++tGPDrKk78iWHBSWIiCqK1lz4FTV1647Hq2I9xx52stzn/16lpYi9OhFKo9M9Xl7ooyMTAFP3l4q754S91lk/oFZpKhZU4YaJwElKXJSCQAqClZR3Pl2eX5TGM7MAmqdiEBR1+RMlgX6rbFDuXtRuu/3dFtG+KpwZ6LwVjh1Ufjbo1b0pzLECXjXVUpjAKr3X/JqUrUOlPouhc1MOckV1+HFpPKA5RHzDizeIq/j9L+uK09XW6W+JTtEb+UFS65Uf4GDwotGffmBKfebUb/WeRlpm6rHen0YA68LbY4q2TlMIGqMqmwDoIlMilJzsl+KMMnGKaIrORSAIk3Hch8stcEyApJBr9E944wzBhkTaJJcCUSxPiFrFlbL6RyWsU2dOXV28NrrPFVGuOpM7q+UiEdR+O37W15b9d9YVCTBkhfOtSJOzEAglQBoclROZMnXffI3XnvESQpcTMUWg+DrNnkBnfc9lWgLxFbPK4vAvc1qlXbqtlrPelHm+09THImebB4kJS/j/coh8ckWKHopciJO2ieZYBarL5LJzFRfa40oLqlwQJPXWvQmv0wZu9Y4t5wL12/VMan/vP1F1rZLPWdjG3I09XnOvbbrcF8fjWUFCAYIKEmuFHGihhBnxWubiDAR3eWNF5IjapvOPvvs3XfUsYyOv4GjAk6bHNOUw5Y8zW1zawXjufBdq3C5MrgJeqo0UZ7T+l2lC1oRkh5ooliVF4hKcWsf9UwswgdwYkYQoMTfLo+CBiyxpUBcW174C1P6i1V7IeQ0jgkkU0FnfUmOf0bg8r1lrefi0Y6FDicdNgDlERkpZ0WU8Hop/JZMSbHz8l/JH2lv3qmle0JuAEeKLKHYJWNMgVaRKhGrXNpDVMlPi983Nc5zwNACnPaHWnbkMMnPVAI0sbQOKXHJjyK4clRucpObDLIl8KTfPmvV7RoOBy/LJorL0gMf/vCHd1cFZ7KFT2ryAMA2x3KvcrKXZz4bPLU8rh66zP8yDTFFCbVSF3PDbR4F89c7EFESo+lDXRNFq76Gk0ec9CHl5otdViCKmXOOzHOq5li/e8zSShFMiRKmAvHj9oLkF9oMTeHvjFzspa1NUPaHhfaoaSLaxNZljpl0Pp3ZZY3IkytworpVpKl6dc1Y1KkVPaqOTZoSTarkqnp2x6IhP1Zo0wZ+rzpyLxEnEYvK+hIEcvxZK01bIr4ZbULGJEe+WLMiTWyZFf6Rj3xk2AdocjndL+DUiwS3orybpMngqXq3U4XcxgCAn++Rj3UQYL7zroqweB99H+/wIaIEQlfRnL/2gVkJ5ICJNHmBN+FK1rnICBOvlNDW03zZrwogtsYi74e6ptYrbXxMqvSnPwdfST2v1QKxCy2U5CBB8iPvl3oLUuGSLckcyxEAoIgMsxI/KTp5vxSAu6xJBl3Gxuqa6Bfb/fCOWw5Q6//Fadkf2k9Dvw0iEABo0kf2S7J005vedPh+s5vdbHdWHUuB8GJffZioJMCkWlx9lJaTfEnmcFSQtY81Ik0HFbVryVTruLlR5o0tVdDrWNWhKbn8Xs3GlJsaOydRqL9CJd/dwyw6f68WIISX8YrZpKgBUV6MSoSJhcAcmTs6b41nNV55H1NqIlpMUoWqq/8WOjjqCfkYTY2o7NdzZmkBori88BcZY+tvdFffiDKh0OXxkkJAkVNXiIPi9YdTac44TI1AtaKAPS+5BbAWedwebTvi1Nq/yetmJoXXFAk8sR6hT3TyVcKRGewY71Hl9US891G2zMtNLr2sZMUzPwdtO1rR3vyvhT98u5WlClreUXai9Rvq3UDr1Sy9tjyKU0WeaB8GQ4H7bDoiTZ6iY8kA0mwCRvqwLhORJ2YCkZ4DNLWYbMqY9NKa1W8HRJzTqk+qXubqv6uxXGqd9o/WSbsdtggFaxwR1WU2D14xr1shaopc6rvkSrN49FG6QHUWkjcpdmRMhGPDdOqUlWrhysOg5Me84sP2LBc6fOT2AbvGkh+awar6QWqcFO3lPx1Heo4FmSVX+qiWUBEnHJSqpilfDbY6xJG7KQGGsfe4bmSpAt/SMbbpSfn3CtBUnW0pjl5Eq2q7dY6IMCW1TkSe+BBtog2UMjPiBJBY+It0HYtf+sKWAK7WKqqttOLcUH0ybm6rcfFr9QzJ2BgvtB1qRQunnteKesxpa1PETFY83ozy+usefAE+fYg08UHmkDERheT+Wpa9Ui/iMzUaNCbHYwAq21loO7RXnTY1WNA6b93n6/bYMynIGmlxX5PQJ11QD8grihTZ5b1z+o6sMRu8ep/q6pACp6l6MGmujZsMnlIpoaxylpg/TBCdT4evOjrGSC1wBtDxqfUthQdzVREnFsH0V6yw6jCL7rG0PODJX53i6zv5ixKrBfh6IK9aJybHqtVG3n8vAuffObe31lY+v6r4dqHN0brpuqqdgyJdG3ljbRlmsLI8gX5L2cNPUtqKMkmJK1XH29dR7siUiKVCtO2l6abyakZeDxMtTst2aZ2UzWGgBE2sxs9MVl6qzQrhkhGl5bQVSJJNU+0ggIkXY1NH2EvPHUY56VEvqrtugGB25Ml/pzGu0k6Am6ntVtSLpnANUa5e6sc4o/kLEYk4+SsUQOdqj0I6ok2AJ2b0gOJzvSfvb+ueq9Tn2DktwDmFkTN9kVt/fr0o4aaM+0JXbKKGySNP1Fvwnz7+ShUKU6XItZWyZ3E+0X5EQrfJ32MA7Vgz4Fdk4NTigynRprFMyBTbMNZv/yBP1BXyIbIL8GHFb17SS7RJvyVrsne5vAf2rLeEzSZo085LYoBNp8NnR56c2RyNeocz+kS4kP97ESbfVv/598rAt5idFB1hTBa/9KXodRxRI1JxLAzmL+tlGjSRppz110rPVb8Z2xyXKoJURYFaYdTeOFWgN58d53g+mH4ukaeFxkjy5qvy8y5IyZp4ySO2vO7hne985xB50oeXZOuTkyumyBeRqamF4y3nj/82TT0lvgCo/SPPkOSncm7XTdNtktwGEwjApinK6681ErFQs7Y+W1VgScBJNk4ymO9TPZYjTftBa9c8kSprpZRaHuLUWoH8XUVN/Hp+zSrq5OgcIOWzfDLixEwfvGFAE5GoFpP1+tZK4eU9tpi15XFXiDoFv2UUKgWR5y/Cs//U4o2p5x00+VozOaOVeyFSK7mSTKHMFXXSd+oyKhrjyXTy8r+eA9c7d69U6YcWEFxo+1SBpinRirFntW3AnQ61z2hF5rzGCbsluULO+M4sceQRmTsovX9ky+nzXgBnjgzOjjx5assjEf7+NICKo3rOGaMxZec3XtVScTzbCjRlqk7tiblERJwIYTKjDgWfEadW/yuQ0woRj41PFVlKYOTRq9bxjFn1f8VQuXZUL8S90HaoBYDXbaP6vQ3SNajDYBVj1TpJ7tAZmtkj2TrzzDMHeeOFosgZvOdOURVJgv9FKZP5Xj2nMQC1bSXeok2nFxaaF3lyHdlzeg+KvJ+eGmcCBjW7ItY9Y8IFskZkF7t2UAtc7jf1wPDc5zp7qYK8QCqnVnRkavu9B5YPtRf54rsXrXsaMWuxiDiRE2YBTOot/MW9XkDn1688ldY9zVXMVWSraq83Zg6C6HsrNOvHtNIZC22HMlK71/HONqrfmyZ3WpikgcOCopaMKZ2gV6lQwCqZQ4m7XBHp7l2vdS9VVHa/qQLArX2Hob9XNkq75fx0EPqudc3sY9o0/mf9JqK3AkuSN2qdkDV/ee+cmqYjjajpsc6rW4k8iRyNcyE3yPmfn1MZ6JZH3QudtqIlGW1y0AQa90gVhd0CS9pHKk7M5auFO4P56yI84lblzEXVG+9zbKYYMQeLnJPRoBy7lqFJ74rxTY8jn2V1Xwttn7YNcrZFvJSUadKkFHQ/qreQfL31rW/d9YKRM5+hyjbflQUwIxJVORVjcjAWiUuZ2Auta4CXCNT2qXL2pzi/B0EZHfN+k24TQMJG6T9eDaaoLu+jU0DA5W3K68EW2uO77Sp0WaH1FPhqFlyGRVttVKFTfvs+D/GLcpmETB+iHIkiUQROxMnzwPmOLWe2KvpUeTEtj7gFKKv7znRCXrP13PKaCX4SnPXOrZ7vQpulKfzi+5Jax7S8xG1EOtQmqXKP+qptlh5QxElbVuCfEnVuRaLGHI9eP9lOTevthfI+escdJsN9RaXW85g79lP5bBNU6X2CAcxKxT7xrkdfJZy0eC5BMOfa0DYiTmnn9nNst/puu7wxEUqxojTG/rC8rUwrJXm0ZCy8WAEYmEsMo3ZIz4mh1A6rg/vCYB7STO/Xr5V9ce8gx9BBX4LKsYiat53XymeR0aPsr4PM7Hu+D68HzhbaP9ovQ7oJo82kC+optH33u989yNbpp5++OzWa9dR8rbYx8ogT/fW+573kub3fB0EtoFx9X2izlPboWOw78qXfiiyRLtdvIk/YNzIsrYjtYdAdR7bI72P2bE7fJ4MnwoCtlFOVXqi21WeqcU4v0R9UBSiyTyhdpkn7LDtfJdxzxVW0KfuTkbPWA8rIV378v9a99IBTFQFrjWMLPJGKzD4nHWuK5linlKWpCqYC0FOe7VwFVoES3gPJGmikDLTwpeou+K818aPXXwf43ucp0ZxWn6tr7SefT41KLbQ56tmmKeftF7X4AfCELEmu3K7xzkfes+o1u1Pvtbr+kU40ey6AWpfX5zpKBxp5qgzzmLJi658q8lSdN6VA1H9n/RFt+cKVgCNvQ8f4EvT+qocqcta731TqFcBpgadkRL8fBKJ1/z5ufp2qf3j6CT69RivvuzW7cKH9pbmK5qCMMGvLiGcUcRL/sp4MjkrLyfJo9EGD9JaDNvXcuedV+mKhg4s8HTT/9WyJO/Xaj6PvetydF+zgJuRqdQzW4/Vka53xmFXzlMotO9ECQS3glB3Om8lUYUUZ6WmBMdC2QJIXS/v/np7L9lqpSb+PBJitono/rxfV4uMzKXxc83uPvI+kSDLCVEXG8pxjTWCuDOTeXu/5TPHMNmUsmE0npQ3v8hsv2PvkwHwsgjTGg62oUctbHqO9gJkpAGrq/Sy0eWpF/nPflHb2+pzmtEGfyAiJ/J2PkGdOWksRzAX31e/VGnpjHfmb8//caPbce5g1284vUF2oAi8tZszfrVBfHpPXy61/sr0KHHFM6/09UxT53BBl9R65jMaJWssq+BjmOFX9z7HJc6rI2GH0wBbaXISD4yuAsYlnzWQMbVXfJMr10faiePeDvH/rGMax51LtTzldgNP+0V703iae0xzglLIDiMrsQL57dq80VRaOjOiRg+Drni0cs/MbA08tAOVRmlZnKoMPaBlbUNMfXCvylYon+yuFng+2tfhelUbojUur39lfj2JVr55w8OQfqFpWoBfNa0Xjsl9+Tra/KPErJm0KLCWRMhCp7qJ1bY7NfQdNrWhTq38teZoDghbgdPDU06UHQZXeTv3ciwaN2eu59zg3SrUamQyxX9SSqXVA09rgKb2xFhiqzhH5FOOMFLXAT+uFv9721OhQghbazKnSY4o9Izhco0Kz2Wf/nSk9V8K5fpRfy9tqCbqfmzVOc5R+rpG1KPXtU/LfXsa8d24lx1OuNUXpzgHs7F/nvqdGdjaRpmi12wNYU+Umdd9eFPtC06ka854Tv2771b4pznarDZdd5+0pNnlKu+vQkcIuTr2unzfnOmPt+f+tZ10FKTb6bruWMqoMctXZRMGtG6E4mghNayGvnheY180+A54ATUSeMtqU918pwpYg+DHV8gr877MjsvYjqRrP6jm0mKIFtlpRvaoIf6ErDjnon2Mo5hyf8tF6ZQo85kWwfv5hoClgKvdNVfQLcNp/Suey+n8dADX2zOfKWotSl28L7K3bzmqDkaeWPpjjYFUy1srwbAw8YeBdEWLsKyNegRCPOnk6KBk4DX1VqNxCtdXD8v7lOb5auFOrmNrHYOz6CWpaKbW8pwrYZLsVCHND6EDUxzafW95HtuHgKVdMX2j7NJXHp5w/5r06740ppN7x6SBVK+235InPtnis1/ZUL3mq8p+j7CtHbc61FlqP8gX31WSi5Jm5zz9/tzIVY220nPTWvqqt6pp74bFVR1/MjTxN0T2pK1pt9mxtBZh831bAU2Xss5qf/f6y4Owgx+XsNK7hkRgHNmOL6LX+c7CQ4M3bFlWrlPeUXYsJelEhzqtA2ZSQq7ddPWwHS1osrQWeeouN9sBTVR+20P5RT0nw/9TQewKnOYahBfadz6pIUw/8p1xsEjxMUcpTf89pZ27blW5YaDvEa35Sz7mzva58+Lb1X0vHt86taC9RrG3y2JENRZ5yLKfohwrw+kfPPT9bTdtVne2hdT9+DuM5s2YUJI9pDWQVqemBmnww+VqXvFZlOHrXyTHjU4Gl1pjkdao287evE6VtpgVbYK0Fnpao0/Zprpz09veU99iz7PWjJ88pGynP3n4LfI2NwVwjNhY5mLJvXQCV+6b8vw3wuNA4eMLGuPPvNOd5jD3DMZs4BxjMleV1+GsuEFo17m9MZ7WO7zlZY/3NczLytNW0HR2oGm+Bkbyx6rhq0BJ8+HXTK8jrtEKaRFtai4QlyPB0F/fTupepi661IlkZBWtRz0upQB73wZIHbsDyNS7ZvjOZp2z139h7yBbaO/UUrh+z18jTXvqXjkf+zn4ncM9oqNMmUsRjgKV17JTfU9qaarA2YdgWWo8UmRfpxdVkUbyUo9KPTi3bUxn8noMxFeRX1IsAT+3PWPt5zmpiim0vkacWaBI5Hmi1ORZ50jPnVTb6zrs4txZ5at1Y1im5cvQb6UVlcnHKPM7bShDiBqPF7C2k6n3NbXXvPWGaQ5yfSw9UzNLqw9h/Y5G2auwqEFa1vdB2aEzhtn639s9VVlP+nwrOKj5zhVcBvU2ChnXvvaUn5rTVa3MBUIcr8oQR9YlDGvtqUUmnnm5sAZbUtX7+FDnw41ptjfVhHfC0l346jQGd6tgWaGrZ6Zbtd/CUKTu+b3Wdp2rgqtd95HkeYXGDntGsSpFUSrj3EFuM7PVUuZ9B9ev1IkwtajFMBUR8PPK43jn+u3XfRIm8niupFUmsru91YwuI2h61lFFP0R6G55EKHS8ueTujupUsVw7SNvvc+p375wLGddpYgNP+0bWuda1h7b9P+IRP2LVh/q64zFRUTuuY7E1xgKvfPZDR2iZlZKYlU1MAzaaCBkc6fD0GQBM0Vdmcnv3lXH2ucY1r7Eag9F2frUSeqhuc6y32gAgofwyA9dqZopRanm4LrOS1x9qf06+MwrVAYe9aPeDkY9qaXdfqV7Wv9SqZhTZLU55PKu6e3My93hQlPuZtjnnBrYkOKUP7ASAOAkCNtbMAqP0hGU6NsQwneo3VuvOl8KLkzal2wbdTwVOek/qd7Zgj7/LYc0jGnLFNgacx/bEX8NS7N/8INOmZ63zA09bSdn5zbuTHFG0vHFell/ycDO/nsa1oTV6jFV1xaq0903pdS8WEPjY5HpWXkuDJAQ99qkBSdS8txnZFUPV9qjAxFv6S5YUOhnog/aBBrfehkmefAYpXD58RPvdXKO1nv33b+n9KG/l77jNZgNP+0fWud72B34g26cP3BE89oDIlEzEVMFTn+nEt4FTZ4k2Bp6nAabVmFK53bvbdQdMYeKrOFSV4uuY1rznwwlbTdr0BnaoseoCgip749xYTt7zV6ru31fMEWwzj51VtttrLNqYI5JQoVPa32pcvAh7rH+f6/R20Yb4y0pyo0BSZ8uNa8rqXyEoVFetRFS2rnKD9pnVB1Db6uoCo/Zlt5zUvPknG7c66UZgp0acxG7ZX8JR9GLNPve+rNW3BHHtb9bcHnnptV+Apa518ctSke1ktFnGhhRZaaKGFFlpoMk1f1GChhRZaaKGFFlpooQU8LbTQQgsttNBCC82hBTwttNBCCy200EILzaAFPC200EILLbTQQgvNoCsseHrnO985VNb/9m//9r5f+xWveMVwbW0XWugg6T//8z93Pv/zP3/nOte5zsCT//3f/73zoz/6owcyg0uyqOtKNnt0UP1baKHDYCu+5Vu+ZecWt7jFzmGhqfbstyfK9xWF9rRUwUILLXR46f/9v/+3c//7339YRflpT3vazrWvfe2dm9/85gfdrYUWWmgL9OQnP3nn9re//c597nOfg+7KlYKusEsV6Lb+93//d/flf/tJWlNJi6yxCNdCCx0EvfnNb9653e1ut/Nrv/ZrOw972MN29+t1FPoIVO0nyTP91m/91p13vOMdXc/6oPq30EL7TYrmfNEXfdHOy1/+8p0v/MIv3HV6ZEO0cOMcuu51r7tzv/vdb+PZlqqPFWlRUfVd/b4yRI6vsJEnPbyDUr4CTIviX+ig6dxzzx22N7zhDY/aP/c1BPtNh71/Cy2Eg7wNPS+H/1ikq858se6xThsLi1Cn8D//8z87D3rQg3ZucIMb7Jx00kk7T3rSk4Yo0Hve856dr/mar9m5/vWvv3Pqqafu/PzP/3yp7L/t275t55RTThmY8tM+7dN2fud3fmf3f6Ha448/fvBek97//vcP53zf931fs+ZJuWSh8zPPPHMIbeq7+qhz8pUjF1xwwc43f/M3D/2V8XnIQx6y89rXvnZSHVWVIxZiv+Md77jzute9bufud7/7kEK59a1vvfPiF794+P8f/uEfdj7ncz5neEHlJ33SJ+387d/+7VFtvutd79r5ru/6ruE/HXPCCScMKZkqv8w1dNxNbnKTnZ/8yZ/c+a3f+q0yH/2Xf/mXO3e7292GmhgtT/+VX/mVO2984xu797fQ4SfxunhAJD7Rs8drzJoieOM3f/M3L5cG0P6/+Iu/OCqaJe9Wcih5+6zP+qydl7zkJZe7vnjoHve4x1E8yGuHxqiqedLvRz3qUTsvetGLhtSE2v28z/u8nde//vXD/7/yK78yyJP6pPtMPv+nf/qnYRxudrObDZ7xTW96053v/u7v3vnwhz98uetzDbUlmf3jP/7jsg5F9/P0pz995w53uMNwrPTWt3/7t+9ceOGFk+5zoYMl+Ew8/fVf//WDrpdefexjH7vzkY98pOS/3/3d3x2et3jor/7qr4b/ZE8e+tCHDs9f+/V/ypLojDPOGOyOdO3JJ5888J+yI0ktXvvFX/zFnU/5lE8ZeE1268u//Mt3XvWqV+3274Mf/OBgL1lJW+1Am+7j1Jon3cdXfdVXDbZQukJyq3vANv7RH/3R7j195md+5s5//dd/Xc6W6T5uectbDscIO+g+ZJ+TuIaOu9WtbjXohFb95POf//zheuqPdNkDH/jAAaPMotWG6Ed+5EeU/lvd6U53Wn3DN3zD6pd/+ZdXX/mVXzns+4Vf+IXVJ33SJ62+8zu/c9h/l7vcZdj/D//wD7vnf+hDH1rd7na3W1396ldfffd3f/fqGc94xupud7vbcNzTn/703eMe+tCHrm54wxuu/vd///eo6//O7/zOcOx//ud/Dr/f8Y53DL9/67d+a/eYhzzkIatrXetaqzvc4Q5DO89+9rNX973vfYfj1C/o4x//+OrzPu/zVle96lVXj3rUo1bPetazVl/yJV+y+rRP+7TLtVnRy1/+8uE4baG73/3uqxvd6Earm970pqvv//7vXz3zmc9c3f72tx+u8YIXvGB16qmnrn70R390uNcb3/jGqxvc4Aar97///bvnv+hFLxqu/8M//MOrX/3VX1390A/90Oq4445b3fzmN1998IMf3D3ujDPOWB1//PGrE044YfVjP/Zjq5/7uZ9bffInf/Ju3zUu0HOf+9zVkSNHVl/+5V8+9Oenf/qnV7e4xS2G8fXjFjr26JWvfOXAI3rmj3nMY1bPe97zVi972cuOklWnr/qqrxp47t3vfvfw+3Wve93qGte4xurbvu3bdo95wxveMBwjvhWvSC6+4Au+YOChP/qjP9o97uyzz16ddNJJA3+Kp3/2Z392dZvb3Gb1qZ/6qZfjwYqq/um3zpf8PPWpTx0+6svNbnazoR/q08///M+vnvjEJw79/qIv+qKjzn/0ox+9+oqv+IrVk5/85NWv/MqvDPcl2bvf/e531HEvfelLh/vRtaS3nvSkJw33ccc73nGQNaeHPexhq6td7Wqrhz/84avnPOc5q8c//vGr61znOqvP/uzPXn30ox+d+KQWOiiCzz7lUz5lde9733vgowc96EHDvm/+5m8+6ljtk30SX0uv/tIv/dLqv/7rv1bvfe97Vze5yU0GvvzxH//xwaZ89Vd/9XD80572tKPs221ve9vB/vzAD/zAoOc/8zM/c1cm3FbITiWvfcu3fMtw3L3uda/hXOn1r/marxn0tkjyfc1rXnOwmfquj3SAaBt9rEh2MeVb9yHbf9pppw26QNeTfbvuda+7ev7znz/Ir8vzrW9968H+QrpP3ZP6Lbv32Mc+dvUJn/AJqzvf+c6rSy+9dPe417zmNcP9y36prZ/6qZ8a7C12z+knf/InBxl/wAMeMNh9Pc8TTzxxOPfCCy9cTaWNg6dHPOIRu/s+9rGPDQ9NHdUNQeqgBkBMAulB6XwNKCQFJBCjgQZI/PVf//Vw3J/92Z8ddX0pxlve8pa7v1vgSfv0IJw+/dM/fWAS6A//8A8vB9r0QO9xj3vsCTxp3+/93u/t7nvzm9887LvKVa6y+rd/+7fd/dyjX0eMnfSv//qvw3ECQW4kNN4SbOiCCy4YAJUz9iWXXDKAJCl+JwmamDj3L3TsEXwo4D0GTgR4xCNyEuSYSCak2C6++OLdY+55z3sOhuYjH/nI7j4psM///M8fwBH0uMc9bmj/3//933f3nXvuuQNf7QU8STn6uQJB2i/Hwx2NJzzhCZe7TiU/T3nKUwZZede73rW7T/cnnSX5gF7xilcM7blB+6d/+qdh3+/+7u8e1eZf/dVflfsXOnwEnwlIOH3Xd33XsP+1r33t7j709Bvf+MajjhUIFzA4//zzj9r/wAc+cOB3+A779sIXvnD3GDm9Agtj4Onv//7vd52gJAcQAu5uU7fZxzngSfsAcm7fhAFc9pBnv04lt7//+78/HPeP//iPu/sEfq997WuvzjzzzN19p59++uDcuC555zvfOThNAldOr3/964djc3+PNl7N7IWpyn8qjCbeUzoOUhpM6ae3v/3tu/uUGlBI7hu+4RuOyv0+5jGP2fnABz4wpLVESgWceOKJO3/wB3+we5zC5H/zN3+z84AHPGBSH7/jO77jqN9KW3lfFI7VtR/+8IcfVcf0yEc+cmcvpDShwoOQxkBjoaJepewgvnufFF709KXClkpT6PzXvOY1R/Vd6Yw73elOu/sUlvymb/qmo/qi8brooouG8T7//PN3P3pmur6KAxe68pBk75d+6ZcGvpA8aEkDhfWVyhC9733v2/n7v//7Ib1xySWX7PKL+PDLvuzLdk4//fQhNYAsf+7nfu7One985932lWZIHpxL97znPY9KZyAn973vfYeU81T5UXpDfdcSDtJNpArOOuusIQ344Ac/eJBVSOlPpRYytafShC/5ki85Sn6UCtC5i/wcO5R6/dGPfvSw9XQ1fKB0LiTe+cM//MOde9/73sN35wPJxMUXX7yrm9XWaaedNqS8IZVuPOIRjxjtn66h1NOP/MiPXO6/KS93348+9khjJpuU8ilbrjT6VLlVKlX9lm4R0W+V3KjMRenGG93oRrvHyz7e6173OqovShMqBSo95mMh/Xeb29xmltxuvCrTB0MkBaMcpABP7ve8pWp61PmcnSZgwf9Dh692tUFZ/t7v/d6Qi1X+VgMiQDEFPJEvdjruuOOOqlPQtcREYhwnPYy9kGo/ktk1Dqq/yH0i75NqM57ylKcM9SkyUj5JUgLgfXdGbfVdxg4GrgijudCVhwTsVQvw53/+54PCFFiB3vrWtw48pxpGfSpSzeKNb3zjgQfdGXBnYdO6RTRFft797nfv/PAP//BQn5U1ScgPOqaSc+1zJ0Xyo/NUF9Ir1l/o8JPsjpPqZWSHsm7uEz/xE4/6fd555w0O6K/+6q8Onx4fiLfEQ6n/p8jE2972tgEUyAmeS/vVx23JrZy2H/uxH9t5wQtecDmZQm61X/axJbdOklvpsXzm6xTrbxw8VdX2rQr8dVdJkJJXMZiKnYU2X/jCF+588id/8lBgvk7/9ota154yPvKGBJwe97jHDeBIjCYm11hMLcR14pznPe95A+pOWmY7XflIzgwFqG9605sGHsGZgV80uUIea0V7dS62JT/yTBUhkiJ+/OMfP+gKFcTKCVEx6rryI+CkAuKK0kFb6NihVjTHoyAi+EYTpDShqKJP/dRP3TlIOgx9vOoe7J4iRK985St3vv/7v3/Ipiiqq3tSsfy6cqvnK+xQXd8jzmN0aCykFu9TZb0rbJFmQvA/9AVf8AVDZEipu7ve9a5DOuH//J//s9G+KHz3oQ996Kjok7zvgyLNyhPz+yxFhTHlVWTfq37mPnlXIhmAL/7iL95avxc6ttIXSskpwvmEJzxhmEn2Pd/zPcN/mu2CZzbGL+JBIptOb3nLW3YOgpSK0yxgzURSSg5SitIJHTNVfpQquMtd7nI5o7rQsUXiVY8q6VnLDo2t8i2ArHSxwPkUmXjDG94wAAMHZ1NkQrz213/91wP470WfKtC3X33cBikC9Xd/93dD5ElRYyh1i2yYMkpT5Vb3p+d929vedk/9OzQrOH7FV3zFznvf+96japm0UN4zn/nMAQ0y7VokcKW87J/92Z8NkRMdN7XeaQrJs1YaUIsLQhIm1YQcFAklZ6ROY5NLLKjv//qv/zrUrEASuvSQdZxSc5qOrnutwr0LXXlI4Fyy99SnPnXnB3/wB4eI5hOf+MQBdKCgtASAIr5nn312l18ky//2b/+28x//8R9H/d+K0myb8DBdfvRdU7+dlBrR0gTPfe5zhzpLSPWWLIngHrFk7yd+4icudz3po3RqFjq8lHpdelWU9TIVX6mERDVFAh1jMqGaOpamEck5b6XSnHQN8atARJLztKKpyXf71cf9kluRnLo8TsDwT/7kT4b+O3BShMnp677u64bjNZbZrn5XSyAc+siTaiykmBVGf/WrXz2gfj3Ef/mXfxkGywtCRQJLYnIV0amYk9qoTZBSgSp2/d7v/d7hASjMr1oJgRDRQayeqrUyBBSVrlMBngCSPF+tS+L0Az/wA0PditIUSvVJoH791399yDur//RdwOnZz372sJbVZ3zGZwzGUl6KakNU8yKP+lnPeta+3+dC+0+qGfjO7/zOYRVhrWUj0rNX9FXy+M///M+DwyIjo0iv5E2TKRSNOueccwZe1PowWgcNHhSvKrSuNXPEg1LARJf3myS/8jiVclSqTrwvY1KtxyRnQuvRif+1npyO0VgIVDmgkjOnNZ0UpZOj8qVf+qVDVE5esYrJBcy88Hahw0ta8f6rv/qrB34VL0t/fuM3fuOkMhA5G5IT1fhJJqSbpWdVHyf9jM3Qf+IjRT5l35Q5kYxkXW1Fkkvp6Wc84xkDf5Gy0tplLrOarKBr/sIv/MLgCCi6on7tRx+3QZJTZZl+5md+ZnDwVU/5spe9bHheSVrPSf9JbqXL5Nggtx5IkB7QmnOKrKumTbZe2EJtaj034RDWihyl1YanfZ533nlH7dfUSU2hTNLUfa235HTOOeesvvVbv3VYc0FrtWjacGtZAE3R1LoVuqbWbUhqLVVQ9aWaGq37+MZv/MbV9a53vWE6p9bZ+Jd/+ZfhOK3LtM5SBXm/TOXUelhJOv+Rj3zkUcs7MDZauuHLvuzLhqUOdH5OT9UyBVobQ1O7Ne1aU7K1bpba1FIE2Ve1pXvU+h63utWthnt91ate1b3Hha44SxV83dd93cDnmsbr9Kd/+qfDcVrTCXrb2962evCDHzwsD6A12bRmi9aIevGLX3zUuVonSjwvntIxP/ETP7H6jd/4jT0tVeDy4DKudaTG7vtNb3rT6ou/+IsH2ZEMaSkOTUWvlh6RfGttNMmP1nd6yUteMqwHp31JWntGy5xo2rXGUDpLa+ScddZZ3Xtc6OAJPhNvaL0vPT+t6aW1/T784Q+P8p/bLf0neySZkGxoWQ/xhpOm5WtZBE2pFw9qzSKWthhb50nL/ojPxYOyjVpvSms+vfrVr949RvZA666JF9Wm24VN93HOUgVT7FtLnrVu4dd+7dcOy+rIRt3//vcfZEvH6fk5/d3f/d2wxIrGR3bs13/911ff+73fO+igJC1HdNe73nXAA/poXNWft7zlLaupdIV9t902SGHBr/3arx08cSHcY4lUaK7InrznK9MS+gsttAlSsaois1kntdCxS4pWKH2j1FXOBl/oikH3uc99hrcdVDWYe6VDU/N02Chf26AwoNKECiUqzXUs9V15XIVflXJZgNNCC7VJ6QHVLOVrH5SS7L0UdaGFFjpcdk+ASWtXbUtuD03N02Ej1QvpYWhZAK0npbWkNGVSNRGHfXaN+iyGUR2YalJ+4zd+Y3j3X2t9noUWWuj/I9VEqfhUU7tVN6LZvs95znOG5Txycd2FFlro8JBqMHkPntasUk3vNa5xjaEGcxu0gKcGafFILQvw0pe+dFgSQGvYKPJEcd5hJs2aULG9inRVIK5ImQCUiu8WWmihNmnBXBXeapKF0jkqdtfLslV0m5MzFlpoocNDKqT//d///WHWvhbPVhBBwY7Wgph7paXmaaGFFlpooYUWWmgGLTVPCy200EILLbTQQjNoAU8LLbTQQgsttNBCM2gBTwsttNBCCy200ELbKBhXIaXI3ztHuZRv+UAqWNZHU+R1rj7s4xytlqqtlgPINqqSLD/fV/v2fa1P1d/qftQnfegT7XIP3A9tcrzfj/7rjQlteTt5LGPu/adfXNOPUb9ybKvxqcYzx6lF9K96TcdCeyfJWqsUMfcfxGr3FbX60do/p9Sy4lfaSLlqXSP1j5YjkAwlv/MbfaTvrZdk+3nVc0HGq7712qvkVLOHFto8aZV4PecPfvCDA09oqQrpTH1Hv6LPK15z3Zz8MGbHqv0tG5b7/Nhsq7p2ZVf8HXbOrxWvtu7jyIQ+Vdf2sUMu85yk3v22jqvwR14Xe65Z9Pquldy3NtsO5dLaVuQ3Wh1XDcBYm3n8lK233bqvKfuqNv3YFjP5sfmp7rd3rZ5gZZ96/ana7dEyx2C7VAH6KcceBKVDMrZ/HUqZmtpmyhJKuad/WkCtuu6U/kzRYZsAmAutRzih2gowAZqmgicHHMkPOK5jAIr/Ukdnu1P08xiAavXDAcVU8HTE+pljkuOQ9l8f7de52uZ77Nzp9zbH+pXH5f20dAkymtfdCHhigDKywTY/vRvNfcmc+VCy7TEkPgac/HsyeEWta+SDyQha1Y63V0WUKmULMnYwpN8eGeM/vGTabPWlim45Cs+xGnu2Cy3k5HK6yTbnEjoEOdfW5T7b5//q3CmAq2d45jqiC22fLrnkkkFH6h2GH/3oR4ePfisC5dH9Sve5Hud3T19W/JKgIttt2bhWO3ntFnjqAbUEaC3+PTISXeWaPn5c2+1N2pyenamwR9VHvy+1rY9so2eN9FvH+X8eAdto5KmKbDhN8ZIrb7A6xj+Ez+cApzn3NNUrHGNiULSDnKpvPKAEX35OpUBhupY3nR/t5/ip0bueMHhacqHtUstQt2iuLO6VxqIuY3I15xq96+RxPaoUbmvcWgbOr1l54a1rzgVOi5OyPwRI0kLIAk7aVuDJoyeiCmhU+nJqxHId8FS1lZGbqg9TwFOrn9X9X2WCvXDw5FEugMy64Km6dz/OgRKRLoAS48AYtQINGwFP7pm1jH7v3IyusN9rnUQ+uPyeolRayNf/q7wD719uk5m83zyMHItEr3k/rX7SJhGl6jyPAHJ9B1AeGfSxa3khVR+rWiyvs1ro8FHK1H5crwcc5vShBzzSoajO7XnUbjwqYOSRpurareu2+uL/V9eb0u8l8rR/RK2TIlAZeZqatstnt44MzAU0eY2xbesaVRCgxXuVnTtS2Lu09VVmKW2NZ1aynaqPPefSgwn0UYBJH6JMGYnSM6fmaePgKZXJXOFugR837C2EPgU0tcBRKsmxQc992Q/vT6/f/uCrfHKLuXuALu+vAkbJgOzz+6/QfQWIq7Qkxy2e8faop4B7RntdxT2XWgp8yrEV9bzMHnDK/S2+TF5PpVy10dIj6+i93n1N+b3Q9t9lqC3gSXrOwVOl53vgY8yOJLUcfAdOmwBPrWtM6WPVr6s0MigeCPAt/1XgqQrK9Po9FTxxHQd0bLGL3IMA1ByaDJ6qi2YkJm+U7y3Pzgc5qXqovQfun5YRqbzJViQl2/S2nREynOtj1BKCjABVAKwaL4TZ287IUyv/7vVjfu0cl/yPtjy0utDhop6x34/rbfM6c49vjQUKvpJV5CNlswI1U/paGdEeGPNrVeBtoe0RReIAJ8CTF4yPAXz/3nNgpvBPZTdEvYhIpdN7feiBlDnnXqWRUXGs4PY97zFBlLfl13RqjUOCxRxDMjWZsQG4ibYGnlIRVKG6SuhboKfHjHPQ7xiSrq7VYraqjQydJthqAZ9Ev9V9VeCpdU7PA8+2q9/eJ2+nSlt4n1ogcKHtUYuf5pyzCQA1FSz0jh3rx5zzxvhuqoxUY4UiTadiyrWngNdeBKq1nXrfC61PMpj58RKFMcd2Kv9WwL11fDV7bYo8jzniyaM9ecj9lQ1YNcB+BkYqR70KSIzx/Zwx9HMqu06qjuvyvOfI2lpLFfjgOIiqLlxNfcyH48wCMGu11fPKWkAqGYqHWoGKnAGXuVgA1FRG5VpZ6J3j5e3nsdnWVABTMV+SX8sZ3v/XGLggLLS/tE4EZtPX37YB7ynzqeeLXK5d2aY3TCEpVIGfVn96Dlo6HFP73jJsC22XHDC1CpwrnoCmGPO5Rr8qsZgSefLvrf72qLrfyg5luu6I9bVlc3rOHbI51aZVdrN3T6kPHLt4DTET07YKnrxT2bm8IcAA1EvRZZRnivdZMVYOVgWifCDzXO+HD7BfewxIVICtUor+u1qaIY9LJZ1tjQlsa2y87WTmRZHvL1VAYl1AVMlpT7G2QEyLF9cFPGPXGOtP1f+UjUpBZ5oulXGlI6bcXzXGUxR73kfveS20eXJdOwac8rson/dcHm492+SDarHjVhvZ3yn6u5KVql36cmTCzPC8h0o+c1wy+pN6pwJDPfJzcjYdv0nd8fy3Dp78BnqRoPyfwqwKPbYWGxsDKQx45UlWffNBz3PyvnLWWV676p/fdwUkWwt3OQNVApz3mH3peQtjnoif64ok25gSyl5ob7RJsNpyaPZy7ZaXuWka47GWYzTmoeq4q1/96rtrolXKX3KmY/Rf1kL0DKQDs3XutzI2C22f9qrT5kRAfF913EFS2gGnCiAdibdupP3GZlTLPXgblROT/ars2piDXwE+7xf/rWPXJoOnFgjJwWoNMPszJOnHtOqophp7UTWjLa/j167ASDJFttlbOiGZIRW4Pv5qF/cqEjxVIMr7m2ApvYeqf3M8kSqcmsBqoYOhynvz/7ZFe42GzD2/Av29fX6d1uQJfZiqXE3CyHR1fqo+tJ5Fr8/5/wKcDp626RhmRCj3VcfN1dtTnZpeMKDa5zzZCghcNV6B5IXYvqBzBYLG7Jqfl3LSkxc/xu0Z+6eU4Gz89SzVQ+qBidZNbYLxqiLuypPkur7tVff3BtUHvppd5/cOg7G+hNaTYN0JL1KlvVbRoj90Phyj2SEivOQWmp8y7g7y3Aj1QscL7S9VHtdUBbsXGgMBU86fem5Pmfd42L3g7K/LDHKrYxVlusY1rrH7mg4HT4AsTV/Xb2Stup8xD7k3JmOe/kKbp3R0vQZ0v0Hs2LUSMFT214+r/qva8n2Vo5Bt+lhd9apXHeRGMnLta197kKNrXetaR83MZjkIf/1Na/HOtH1uA72PFYCq7jOpFdxYR9Zmg6dWVGVuGy2Pecwz7T3YXICzMixjMxnGPMcqksPHI1StiJOYTOBJTHbNa17zqHf6+IwPmKxC6yL+Yz2SPM4FrOehJ7lg+LY3NgsdDtrP57MXEDUFQPX4tAegEvhnnYOnEFDgOlayKOWPTFXy1lL6vcjfHKDY0n2L3G2XKkM61cms9q0DuHrRphaIafWj9bvFp+tEXY4EeJI9u971rjfI0fWvf/1hH6RV23MdrerVN9g9bTmuSrflOLSAVGu8qnupxmfr4Km6YC9K1CJHlHm9FjNVTFUxSLVCd7bduoeMtqTy9ciTf6/awsMVMtfnOte5zsBkABQAE0gdZsp71TFiLv33oQ99aHeRtwpYzlmbyYGTe++evmitl7PQwdGmI05Tnu2YkzN27rr8k7Jf6Qt4WDJ2q1vdalDmkjU5Lh/5yEcGeZFC1/Z973vfzsUXX7wbCda+Spm6PE5x8ObeZ+XETY0UL7Q+VfZsitPZk7feeT3bWF2jd90qAlP1repDttP69O73KpfZCdkwydpxxx03OCAnnXTSboBA/+crcLBXDpbYJ3umY7TiuwcGyKhk5KlHrehSD7/M0aOzwVNrloqo9aBzWYDeOT2lOIaWW8zoUyunALTWdQBHvWmtOT4O1qScxVBiMDGXmE1MB5PBJGIeZ64cJ+378Ic/vPseJq5TzRjI6FE15j4G7lF42s7vsQWaFzoYOtaexbpgryWTrciTZOzOd77zzk1vetOdk08+eZA1gSfJ1nvf+96diy66aOd//ud/dt797nfvKunke65ByoFrjBkW5LCqu5oyJgtw2h8aA01+3F6irUljwIl9vWhRRlqm8Fi23bJ3U0DfkctkRNEmydrxxx8/OCo3u9nNhigUAIooE+CJdwgSjcKZkU2TTApAcXzKXHX/Tq0xGHu26zzTtV4M7IrFQQ2RGY/aZKSipWgqr6sqIK/OHdvXevAVjUXNKsbq3QtAKwGIHwOool8AJwdPTmI4HS8mE8O5AGX7gKp1ZwBdUQz2sUZjfDh27hhAmRI9ST6qvNUp0Vs/ZkrEqgL6rjwrXeE6x/ehlCVTkhmA0Y1vfOOdU089dXBktNVx+ngqQsofL1gRqv/7f//v5ZwI76PXBqK/1gWKi3ztD02NPFTy6Me37Npe5Tn5p4qi5LFTbGIFnFrHtvq1KtpklqrkR9FeAavWq3BY2V1bOTWyZ6TQ9c5BtSfZnbO24X7S1dYFTi1lWq2r0gqb8X/1EMeU8hg6HjunQuxVuwniqghMMqLfcwWa8nzCnhTeeeE4aQLvoxhNqQYd/4EPfOBy4Ig+ML7rKPE0SP5cDhsTX5FpLnDi2B64GYsYizKimuFvl9te5GVsodyqb5VX3AJO3h/6zbmSHylhyYhkRkodxX7aaaft3PCGN9y59a1vPXi7Akjvf//7BzB13eted/CcTzjhhEHOFJl629vetvOe97znqIJXyapfm/v01YrHnLXWGCy0f9SLShwGeZ4CnLz9BPVTgw5j/WrJ4yoiUTgeikJRRM5rUXRsFpDrt+RTcio7eOGFFw6yqHPcvvXAYWussv+9z1xaa6mClhLL/7jpRI4+o8FD472VRqubS+XUC8lVSxhk2/QhPe7K+832W/31NB9gSB6uzuGN3lLCMEZrtXUXGOozmL1XvZG6Gofqu/9OEJnPzQtmFzp8NAZm+G+KokjQ7224jLRqCJ2X/dyxflce+lifW/9J3gR8BIDOOeecQTEjN5/1WZ811ENJ/iQ/Ut6KLulaUvq6R+3TVh60zuVagCMZBQdPnkJ3p2ovRnkBUtunniGt+F805pTslXe9vdT/retXbVZ97/FkD0jkOZfapCXZNEWOJFsCPtQccv8CVAmyvLaWDzatVx40pW+5rwJ+uc7TXPs2O22XnfHf2bHKAPssLs6rQohTPE/vV+vj/W4pZ78Gs3Pcm0wA07p2C43THlEkoWkxm/aJqVDQ+g8mqlY557uOV2iT9J2Dpx7DTY1C+DjkMQuAOjaoAj+i/N2qh0sZTbmGxCeVovPvPhMUeZ/qIDlVHnXqDe+L5ONVr3rV5aY7S14e9rCH7XrFUtgCWG9/+9uH/0855ZTdmgwdqwiVIlEoWiZnZKSJfUwCkbyv49Hm/S60farsVysrwu8eOG456nNpil73PvW2uW+uDKbcXXqZTcPJuOCCCwa5kS3TPsmOZEXOCLLhwQGfiORRYTIw2LWp48Pvsf6DSap3220NPPmFU0n2gE4Vrelt84Z7nkECC/8+BpR8f+VVM7BVzjXv2/dXgkbbrnyVzxXz4dWKaYgseQG5o3R9/A3gpBGyDwlWW2PcE6CcOdgDsAttjqYov7ltVftdwVfK3vf7MiApY35OHkc7PcdnrN9jCnTMofJ+iFyWKFCVQyP50/czzjhjV5FrqxSEosQO/Px+qvrPlg6oaGwMFhC1PerZljzGqQWceqCpJ9dVG7lcTNqgtGNVEKKlQyo7lf2s+uTHXHpZZol10QSYdJwcEf0nu0aKTqAKu8b52DciV5Ixpc+1VVtu3/xeW/IwBUd439MhnGvbZoGnFhNVkQn3xKrp+8kMOSMvvYDq2jCVp7AIpXNdT5nlOi3eptcZVQCtBZ7mjB1IXaBJbVKgqn1S0GIiMQ734uDJo1K0IUXPDAYfb++fG4rsv29zLPw/B6JL5Gl/aKqi7Z3fclrymB5AzuiKIp76+NR+oqgcIz5GLlvOxBTHqTq+d5+VF6roku9H4ZOKe93rXrfzxje+cYguafar6i1OP/304X9mwyrqdPbZZ++OB/KAbCKX0Fg92EKHh9xWub2pZi5P5Umo5ZDkvuo89H0uG+PA3W1jRoRb11pXn1TtXnqZPWPWt9LeLDQreyYgRO2gtkSXIAdPFIwreqXz5NTIxjHzvLq/qTbY79nbIGW/9cjTlMFuobfqpsfOb32yDVdePBxnMn9rNoCqIle4FTJveRJTHp4/5ASDIHaRgJMowZMDIfbrHH1ILyRzTTFKFVXjnMy3F8FbaLPUexY94NTa1yKOFW8KPElJkjrGAdD31posreulDI15xC1P2/93r9iv68cKJKkAXEsWnHfeebuz8uQ1ywhI+RONEgDTPpyUqk4z+5njNgdMLcBr/6in21pAYwzoV9+nkgN91/k4Ig6eMhDA9zk2bK+0uqwfvrisQJB+Sz94loVIboKvXKpAdpCleFgHqneP3pfWvfv9e0lOAuetRp7ye+XNts5tKfMK9Xtb+duBE1MjXaG7l0nYUFRN/a8UtzNoq+h1ClDxkKvfR3V/LA7G0vYeOcv2tA9ELgXP1E/P4XJ8Km8fw6rflQLB0+55OQsdHsrIRyvqy/dKtlI5wXsCEorIMCNNSo4aPnmMvjIwNX4eDdaWWiCu2asprGgMQKHMaRsniuP1/2te85oBPClFd+655x61NIi/nsXHTAYMo4CxEGHYfPy5tp/fu5/KGCy0fcpIzhT9Vj2n1rNrOd2tvrAV77CEDR/sHfztb5hIu9JzQvZKbreO2NI6OBbSAdQRMvNOMsN9+Dj7AplEoHS+AJSvNO4Omd+jZ6xawInfmVHxiR4eqNhawXgLzeVxbDOUXim+CvlNQYEtlJ5hegcAvTSi/5/30brvFpO2BMnBEN8BdDJAIu6jCiNSC+XrZfDgc2yrcW7RmPfSek4LbZ7GntPU/6YAkhbvJnDy/3wtJIAJSlRbeLKqxcv2KlCf/UoeHLsflzPkwsGT12VoZpAUtr8SqXIM3YHwuq6x8ZziXKasLQBqf6klJ1N13CafXdo0B1JuF9y+sfU+V/p/W4BqZUDIMzw4Sjj7TM5I8OROi69Azv9pm6YApfxdOVkV3pgzPpPBk3tRoqxDSk/XIy4JnjwV5YqtlWdOxvRwvIc1/WW7PED+1/m+Rgvebypr6hiqwZzqRVRePdf083zsqGXyqZo528M/vho5v3O8Wv3zvrVmW1XbsTqAhTZDlaCv2w68788u5ZEP0RW/fvIw7fAiUN4JJ+CvrYCI/hNfCpj49SpQkv3I/vv9j/GyK2Vd3wGdH6vPu971rqN+Q8ifjxWpckXZSJmLdO8+g4gUBQ4cumiJ1B5+qhz9KTQGmFr/TeEHjz5RZ6jvHrGBN0UtIDUmP3PI27g0roNd9wJyX4bAZcX1joMkf9H9GKAZC+b0nBIPTGy9YLwKjbU6nEyYDEknc0Zc3vSUfa2+8pBQhITg2VbXbiHZPKbVn7FzWkydEShAXzIY/7khq5ZWGPMypoCr7P+i/A+WWuM/hwf9mVfgqfqv5QT4QpCE4pVy1pZVhUlztRRTCzj1ogBTj3NDUhlFHCmfEl1FWWkrwWPL0FYAsbe/RUv0aX8o7VT+13OOW8CpevaVIe/p1Iw8eZAA+wBQAahnyYtnWKZccy6tCjtWOTLYKXfUU86yJCSDM9X4VkApf49t9zIek8GTV8lX4fBUKj4rxQcoQRjfYYAECmz9JpMRUtnhLXpEiqJW2vMZavqAdDO3CrUErFL8qVizzQSVIHX6AZNVzJX7siZqDNjmvjQuPLu8Vo9RFzq85HLqlMA9vVbkAY+R41ndXjLFC65V/0QaDwDF2i/UL7g3mVOwk8fymnMVP3Lk98faS6QUXScQpXL+9zHiO7+rSSkQRs5rUxYgdHjJnWu3WWPAaYycj7xN/us5LbklAsVkDf4Tb4kXxcNsiURh33ytMWRvjuPcopWdC/+nXXN58t95fbf5rb5VuMH/a2GLatwTOLWcu61EnvyCWR/E955XmO22bi7Pq7a9G/e2SUe41+yf1kP1Bz5FcHreaI5VztppeQnu8fZAzVSqxjefX/a9amOh7dCmgGlLgVQAOZ95i8fEhxR3snaLAyJSDNrH5A0dV8lsazJG3sO6YN377iCxSoe3rtVyjFr9bF2/5S0nteRwoe1Qa7zH9H5v3xgIr/ikcs4rkEC7DtB9C1j3CRObjkBNOXdVvNKJbeWU9ABdCxdU/+Uxrd+bkK3Z4CkVHoY/lWxLIdMW0SG1x+KQHqnRsRSNsQX4iPTbp/P7x2uiSNOxkjdbikR9lhreamVUKkHgGmMomfHJolWfpeMPNRV0KydbKf5E+1WfEgDn+WN8sCj17dJelRsEUGBGKnVKPD+PwJLG8skH3gf4Sccws47IDbNoNKtGx+jt6pJZRaF0rGROWy0PQGEo8lAZjZ5xyf1jhNz6bBqv6/JUiEeQPNVAWg9d4nLtY5PjXt3LFFrka38pjXzy4hQ+q4CN+Ir/RFnP4yvTt0CVF1MTJdNxRKAkc8ikz77m1V/YOVEvFbYOrRr1RlWgpQJPLSdlDBx5m1OAU+KQTcnX7Nl2FZL0/72DlffqRtrzuF5M5jN1/Lt7A7TFNqMzmY7y0CltetutwunqXseiMS0PNAutvbbJj00Brs6tGK/FzN6/OUZo7D4XOvzEM2QdNH/fVEZlfI0mP9+VIgqdacWsIuw1hlLszAqSbLMorBS7OxFuNHqy0/MWe4YgAQ37Uo5b8lpFjloetP/XMobr0iJv+09jY17xjtsaB93uzLvMpfz1+NCzJBzrE6NEvA6F9DT7Kqc8gcgYzbURTi4PvQhTC0C2AFR1DNQDVJuiyeCpyklWihVqKQ8HTMwg0Gq+eMdcCzTNatqsqQL4yYcPome1Y+1jbQxmKeh4L2ql9oGIltdFuZKsAI5veykRP6dSxl78V31a5ONdMUoKZKutBJuewsw+L3RsUAJvyZvqkuSlnnTSSUetIab1xcTz2krGNEMOBey8BD/icHAeEWDJsGSJRSV1PhEo/ScZ1nE6jwUnkWOfxAEPtoCNU08punzpuJQxn3nb0lMeZUe/ELny67N/yru4FjpclHpuLzoP3U99kvje33oBz8npwFZ5GUnlTOg3x4rgPd4Bx4xPybfawZnRNVnAlpq+rAPcq25fTayd6kVhq+DLun2pgh89p2uv9z8LPCVybHlerQ5mJMgLuik4RXm60uOh+0raVSTGCzRzuj/7QOIiPGgUIobAmas1Q4DfLTScACT76mOaY1MBqNZY90BRz2Nv3U/Vz6TK615oc9Qb2ykeYPIGjgnLCpDuhs9Z5A7F7/JXyRkKXVtWBtZ5agdZxjlCxjAmIkWgsvZo7D6nRALGIlOVTGWEOo2Xt5M60McDXdHq114iUYusbY/mGNHeM0xn220b0V4HSW5nsi/ents1UnjIKO146ln7qEfUfskm+1yeKxvm++eMn6gVROlR69gx2wZVYzX1GpuQqcngCe/KlQyd6HXO0bQzl7fFw2dGDO1L4RMd4g3nrKztFf4ALhQ6OWKmUDMrQcdRxErtk8/AobCVglhPYfiMOTcsDgYT+Y4ZQVfG3kYq4WoM/d59X+ta2Zeso3KQ2arvclo87O3TVIXWAr2+H2Ak8ET9k565AI1kRZ6rtvotedCMOskD3rETPEvESkRtBVFkVvzXdRTtQnmrFoMI1Pnnnz+cl7KU4MSvmXKQESaO95RJy1nxGia/t4p6kSXvQ4KzHnBKYFcZtAqQLbQ5yolDvbqgqToPvuPl0lqJ32eQEnlSlFeyRmYlX4Lrehj7SxuAL941SQRK8i05pM5QpPZ1bisClSBujHpO9mpCXdI6NPW8KaCoZafn9m125GlMCfC7irxUSipBFKjdr+spNT9vDBCISEF48axPSaVNCvBguGQsAFoCDh8TB35TqOp/a6ps5YmnJ906trW/uhfPoc/p+0KbpQRAU59p9Z/LjC+6JyIKxSKtKFkKyUmXOzlv6n8pZxFpd96uTiRXCl1tX//61x9+K/IkPhNA8/Sdy20q2srDzb5MMXoJWPL/1tjxPY1AS/aq/b0IsN9LbhfaHjnfVTK3DpByh5q0HcEBEbLmUSTOcQDl/IYd9JomjyD7+105Vt81sUPkEai0W73Izbp658gEIDIVtIwFCHpgrmqreq7rAKhZLwbOQRmLdvh5lceIN+rv76nqk5iCqf0UqoLUM1+sj+9DiWMwqLMilApS17HkiAWg5CHz+pNc7bQStMpryePHHkxG5FpteDu+lkj2J58D2woI5jPO67QM0EKHn4iq8uJbeN9n3ylipONUFyWel6KXnKk+SWCHd06lYadtr1NUu4pk6TrIm0jgiZoMXU/nE4HCOxa5542H7W8lELnz48S10gDR7jYjplVk2Kl1fY/2LrS/NKbXe+elTkQG3AkBEBH59dcaaatjkDnqDjMKBbkzA/9LvrSf1f6Z8XrDG95wN3vChA21r/9wbmjLX+11WOjIxNTdFCCVz6klg1uPPE1RQInoKsNN/lbEQ8zUkV+H68OI5HVB8A6YPHLCoCQjcw2YDy+AKaH+MmFP2VXC5YBlShQoj3Gw4gCq5VFX3nd64lXkimNcKFvAyWeILLS/tK4iq6Iq7Ede8EAp6pYCJ9LL+f6OOhwcfxEux8JjXnyt30pHaIuSRqak2EljSNZYxkDesb5XQMejxqkX6JcoI8peE1LJjo9Rz+ts/VfJYLXNYyv9OeaELjK4PUqndwxA+fOo7FxmSgD/8GKuaA/Qgv+1hY9z2RD4HfuHo89vz9xQ8qL/9V2yqP/yPY5VRqmnf8bAySapJY8tZ6jV75T53v1tJfK0qYFyxSZyRiP65CFIPGQRilAKlxkIpBhA6/lCQZiT91JxLtfCeOB5YzREvMMKpvX33uVKrf5AM+U3lgZzMJeg0Wkqk085rgWy/BwHcvnfQtunMeU9RhzH+9jEh4ryKPqj70R2WRkcZ0JyQWRIESR5rOedd94QtdJ3ZtpljQZero7VVm1QoK529Vttn3zyycO52sd6NAJWapcolhsOEfWLIlf6OR08Z+LOHe8pjuEUsJPPLp2hPMflPiO+C3jaHlWgKf/37y2D7uAJxxs5YVYcqTtm4YnnRdonvpUsEIGSvGLfsGt+LZwZnCE5IDpO8qb21LauoQiU9ukYtav+YfOoVxTpvrzGd6qOPzKDNzfBx61syFTq2by5NCttN4YEp7YDSIHZ8C4p2OYNzPlSQWoqeGcWKT6OAfSg1EUwM20DiIhA8cGg6BimeRLiJJ3XAk5VZI1rjz0kj/Tk9Ogxj3gqE4w9n0qxt7zjBTjtD415v1OJZyv+B/zzwk7xNXyPo8JWype0HsdL6SqNh/xmapjoLwpfi2JKwd/gBjcY/mc5A4CZSNeR4qc9r2sEJPnLev11UETOPFLrS43kEiM+Jt7vKWH9sehR/t+7Xn5vRZCzbwttniogOze64sApX22kfe4g4LTgUOCw4MRg+/Rd4Ib6JtrnGsggNbo6FjnXfgCatrouzgr1icioZ2yy3nVTuv7IhIlNYzK11/705HNdWjvyNDUCksc68aBQ7MyqAyhRCMeie6zbBMDgeGYWiCGoh8LTBk2jVMU8MDCpOn//HdeiIA+Qpe9VyLM1Q8OFKcejGh//9EBTpjbcG6/Gtnd+qzDe0yOL53tsUoJ6gAk8zDRmEbJAdIhIFFEojIH2CUwp7SZlTS0U765zMCX5ueCCC4b/VetEnZN4idlHpO9OOOGE3egyKQZkGafH6w5F8GeuywbthWd7xnLMaan291LgU2Rskb/tUhV5aoHbipwfXO8yGYL6WWyZjtdW/C9ZIwBA8Tgr8+s8fSQH1EMBpLgeESkdp2sxS5YoFzPYifqqLRwOUuZqm+wNNrOVypxCRxrjNYfHM5sztZ1e+631FNdtdxZ4alF1cz2GyzAnD4wVUmEkEYzl3wnVk9eFSVjbAjTuESeUL+k7Mai2oH7AE8zsNVAOKEhXeK2VvytvjOEqhvIHy75U4KmwXVhzrPPalWcLVdG0FnO1nudChztq5bKmrU/UYLoz05wpJmdNKEL+2gd4UipPdU06hunW7lRwDUWpJH8CR9qvRTNJl+tcFvNjP7KG8QAced2hy4tHoiB/5dE2x7cVvWpFClsyXW0XOjxOx9xzRRnNEZEVIWVG/R/8zn7kkEJyyYnADXZNx5Oy80irjtF+5BH7hs1EtnU86Xpf7LVyRrKGeF0AdWRNB7wVROgFF+b0p2fntrLCOEqgWteo6nB2rAUARP7Gc5SgpxO8vsFTeUSl/DvRI5gAhI6CJh/NDD6RXwNmJkdMHpkaKz7ko9N4VJSKsxflcWXbAmK+zwv6/b9KMVegjE/2a67nvdDmqafMe88BgOHPVkSKHEWJ7KCk5Z1K/lDCLHjJUgMelWLmkGQAmaIOg3dHXnTRRcP/8rSZycesILUhMEbKQEoeb1veslJ+RLnUNkZIpPNJ57mCd6NVORG5b+yYJD9nitL1/rXkO2V3zAFdaDM0N6pSnd/iJXck9F1yQQ0UjgMLyIpYgw0ZQ+4kDzqHxWipi3KHCLtGilDnewqQNdcka8is10cR5ZJeIDpNv7nPdUBU0hhmyP1zbE0rstuyt14qw8eXSdpozVNGOqooSyuy4ufkbC8+zBwQoRQBUUSEULg+9ZOVjP0lpDoGpO4rkwNwfK0MQptM1WYpA08NUvuhj5hYbWMsMESkHz2FkePgvx00VcXZOc6t9GCObytlMBZNYlyqZ5ZRqYX2l9ZRWK1nCHgSoZC1T7yP56ut/lNUSCCGadB4xXiygCCmQyMjyJquo/SdZEXnUMeh7yeeeOLQhkCZ2tFHxyv1wAtO9dH555xzzm5BOffjdYh5j1PHK6NB2zgnwWtFVZp9AU/HFqVedocWPsWe8boi8bNHfj0IgKwJ1Oi7ZIJ0O9ka5AEbpzQcNYqSLWoacXYka+qHfutcyZwAlWROTg79wknJlwpX9+q0aV6dIsdj16yiTAmYvLZ6X9J2rXBab1+F9F2pO1LHA6ZAHMQMAzro0D4UlO8TOSPwnbAnKJslCzLSRR0UXgAgzr1z0nuk9bhWD1hWYKYHTMYiPmlAegzl//txHtnzyFNeM18eu9BmaQwATN3vStv3pQwyS45UNSCKtZdwHrzAlaJvPDVWDqe+g/oM2pZsSTlrH4obDxxHiOJWZvsxsw9ZlmHAW2fmUMqW1/BVEVYnB5bpfLSckZ58tmhMvhPYTtEHC22Hquj/FOodl4Xk2ByiqZItMhy6Juk6AJAIGRGRWvcFnf3tGiIcGMmjtpyDXWMdNu0DZOmjPrHGG/2j1KWa8LWaMD4uU3Oj5y1K+9XbYs+wb/5GE89a8dkaeGpFR3oGAAU+Zvz9ARHG54a9gNtfJOprZxBFYjFMUgQegcoZQTAUNRcU9GUemuPFSPpQxEcIFRDlM/7wPhxspGJ0oNLzNMfAUMXIlRLOVEE+V+43Z/75+YdxUbUrE4AaU+oJAPz4KnJJrYRL4HPFAADjiUlEQVSOk7Ilaqs0m/hYqTNFiZAvHAiKx+XNCthIZvyVE4AnCsvdGPAaF20V3SKFwExXZuvpo+nWp5xyyvBdxwmEkbZAkeNQZXQWuZrjUOyFqjaqgvEq8u6pkV6keKHNUkvfjtmsilrBArIR2EJsGCCJiA8zYkm3aSuZEdjh5d7ifWbjEWzw72qDtdN0vPbhEJFyZ3FcUumKPOkcbRXplR6QvDGppHqp8KVrvNZlG7xc2TlkzoGTfzSujAkTZEiVTqXJR1ZG3/9LZe8RkKoeJz/sdwUIAGGGASCI5QZcMdIPR+ieAvR1oTzc6QDHi78hX3QMQAe4A3gBrgB5olxccAylV4Xf6f36faYiTkGvQpU9VJ4hTMbRnzX3z3NZaH9oSrg8yRX1WATU2wWM4LGiZKVYmKDhywVI8QhcsQ6TfutcXwvKF/JDRsRbRLZIJcCD8B1KnvMEtI477rjdSLTalcL3dd2gVr1edc+9CNScZ5NteDSsOo5j3HHxaDeFxQt42h7l2FZgtRUtTGDVcng8SuPONLW2AB/xugibIoIfeLWLjiPNjqNBJIsP16PWl9ITr2FyO0nWxvmPdaKI/Lbei7cqnLK0TXMB6Dp4xEGTYxTXKf4GE40na9ABUFlKZSvgKTtUkSPSChj1AJSHrjmGwSC8DxABBIGqCfczQMw20AD5KqtEnbw2iWJvkL8DKH83EYzLTCEUOy9Q5Vqs18HsQWZCJOhw5doCPm4AK2bJsfS2sxjOr+nLPXgEz9fO8i3K3dfjWuhwUkYxKqXuqxyLfFFZfbSYJoqEeiYRkSc+4nmBJ/GEgI08V7UtUINHLQ+W9J3kAWCmCBLnsYwBCpz+0wbeuI6THOtlw7rWu971ruF/teVRGwDYtqOkrYivy2dr6rcrdsZT0QXpF0XjAKZzilgXmk/rRPhax1a8hn73VwwBoDwCpeMUpXUHlZmp1BcqUiSZEZ/wjkjAFxFf+IvFcUXIkM5n7TTaFfFCcB2nKLPaltxKjol28VYA+v9RW3+qskG9MRkbx97xaR9FmZrzYADyBUagBIElUwBTmhW8lYLxOQw21XtrgacWWscDJWqUs+/YB3r2yAopOtAmAMpn7nm/q/WbHK37df36eAUUj/OCVf9Ou369HkBqKejW72QethlpwsgkcPIXWZKqcfCEsC60f9Qa72r/FFkde37wrICO2pGyRvG4PAAMvBZKSkg8IwVMChCnx4sykQUcEH8PHseylAgGBb4GKAlEkfJgxeWpyrwVUWj9lw5Lfm9FfelzRpjcC6ZMgFoUpSoBT3OKWBeaT/uhy1zfIy8ZgSISi+MBf+C0exZEQED7FbXVf6yJJsKuOd95kMCX/3D74Kv4Y3+JNuPwAMb+32W22IMCaS/HgFRGpMawRcqUgyXf+ge7xmQX6RMcFMmY37v2bx08cdNjCqYqOM7oU9YEZRt4w/7qFF9igEUxmSlHiBPD78XmMFeuIaPvTOXkmoA1Qqi+NALr43jkir6of6B4Zg9RGMtCZvkKGU+DeLTNkXU1NvndQ5m+bhXbTMllsRw5drZeKM85GjPVtSxF44eXeP5VVBNqAQvOBxTpVSuqgRDPCgzJK6VGSURKgCJU7ZdSooaK99wBnpA1IqrUZziwom+AB7UpmfIZrtqnfuhVL5I7zcaTfL3nPe8ZfqtNjMgm0l4toOURvlyOgGsz04laTO5HW16WzIKJLGao376Mw0LbpZYTP5d6KSrPrPDdI1DIgmSFWXNEZtUutU84MSw7INCl/7Q999xzd19VpnPIHuB8kEJHP7huJ30l3lMbcoLUB8mYZP/ss88eZOzMM88c9vMGgWrx6B6A8vHoyabbsyoowP2lPcPhx5YBmNAlbHV/npEhNbq1gvFKCfsN5o3798pb898J0DjXGc0VMSDIp3eS3gMU0QaAhxkGLFkPkyW4oE9e6Edb7kF6egGjBWL3tTx8UTP65+tCeZ1VRqV8HH2cRDmbiv9gKu4LIMT+iskSNAEoXcAQzAU8bZfSyWjxRP5Ox8PbqSKZLbl1L5loI3ziNRK+arFP3BCPsPglxau5UCAAn+gT9Rsuh8gYfcIIeDRZx0ghUkRLkSttpmxV4+T339JXOVb8j7eaS6n4mj2+ajvgiWniKHeMIqCJNOUCng4HaKqefwYS5gCvBFAegRLfMPONSJPIdTF6XQSfiG/ge5HLJbYia3yrTE2CFF/3jeV6Pn5ZNgVZJNuSy/X0nLTc9vQRss79u33zLTbMC8E1LgKhOHcaT+mnHm7Z+OtZcgpwKvaMmlTHZk1Uhrs9JOfn8qDwKCkaBYgAUPyFizCBvz0eUOPn8DBQfHjFvuKqhwP/f+29B9h1WVnf/bwzIwoShGlMoUWK2DEmJghobBF7jyX2lthQY9SYWKNRUyyxxBKNsRtbEjUJmthiLAnFoMIFDExjYGZghoFBUPnCPN/139/7e77//LnX2nuf55zzPO/zrvu6zrXP2WeXtde+73v977LudUm44t0tCnLXCyMXSm2XFU4OFCEG33LP1gusACbPlMzlCadMA8ey8EEQJsMqhvESxfO8TDWnXwbtjpANjIacUeZe4PyNnKYx0qsn1GqDSN4nVQwXD8vilNWmGXDkv7GsC4qeBExq1IjnlUfl3lwPqUshU2dGQAiPiwN+HYdXFw8UeYwsAUMYTx4o3fu22247AlMiz4GqdBPtck+w96X3CccyS4c+UFsoKko/AJzIM3E5rJS/+oy1BbfhORtUU6ZntIBUDvR8bwHsOY8L9/YICPm4GCvUeGK8kFzgyWTtOo016HhC3x6+du8nhgjgysdn9+BgBPg4qOPlgVJb5H1+/XnZ0m95uySHzLT1MbkK5SUgajlNRJnT5KAR+WBcI6/JV0fQb/WVZFE6S/sEonQMa24ydtNnOyuSWe2vlFELPFVKPUGTg5K8vw8meHGYvUN+BWBJ5EnP0wObu5J4KFa0I27aUAmUAxVnMl4s9yEJnUqvhOxEngOSpQwq5vI+dZCXuUy5Rh9KGPBE0pyH5BxAOXhyVyj3IBl/gKf9UcrVEpc3x+Q5LQ9m3sevgcyJWMuOmjCABxEKzGe7AiYwVnzhX3IlHPCl1eryiIyJ8ECJPHcRj40UJHlXTODA2KINrf5JMOr6yOXeixniLXLwpIEN8ORyBpDKvEIfFJj5QyrCoN1Qz+tUyUY1LjnwTmdCRdX5WQ9K16KWoPiFPCjxGuMKciFiHEO/Z1sYF3xc89STHN9wEog89KctnuY3vOENR5XMAR6+NJrIU1J43hzPEgNUoIktbfGFywl3M4EFmQNAER7H4yS59Fp16JK1k0tWg6clTOZuxbSO3e3OPk/29o5KpqpeAPlDXpgP16IX46NqMkxBclwyexa3dMXqsVyfhedFO2kLM/1YEFVbPE9UT9ZvtU9b4tuAKvoyQSXtd6XrbkyYy8ETORT0AwDJEbt7nriGJ+HRB+R1DfC0O8r3D1W/Pfkag8KPcUuq8ljmPf1Y3/JdvKuPFKdAFMuniHeUHyVel0fKQfijH/3o6fp4i+B/ebNQtt4+LG6sSNqH5Sx+pQYV/CgZ0rPq/pI9KUrtv/baa6f7yhOlY+T9wiIWMQgBDgFvnrBLuQDkTIpYbSAs6YaJGyru3fVcwswr9K3LK4PDAE+7o/SKVAaGyIGHvw8f16qJQL37Qp6X6OOa1xWUPIgnNMNUIF3eH8K96H1PMPd8XB/PfAwj6TtBE8/rRSR1HiFBGSZ//ud/PrVBsoVHSjlR2koP0GbGCm9HgiXPKfbyOO4c8IiKLzMj/aMxjC2eOMkoRgtgCqMGOUW3ePHsNekox/Y8VQjRM90dPCWTeIK0yMEW96zu64yA2xPgxD2xUGEmAEGGBNNCwBpGibYsiMoSJX9D310JU7nZaz4BsLw6OcyTiePOSIBSt1TdEwWYaoEn9zwBmhw8YQ37c3luF305aHeUHhFXcL6FX9zIyIEgQxKV56pyqWd74EWUMh4o3Z/1tJBjFg3GUvQ8Q89bpIaMgxmew0PxlWcVeRaR65j5g0zUwEuGF5gQIPLpVrrLmofQHDyRX4V3C2Xs1rB7lQjROXBK8MQxPp2aa855GAdtTnNOgQRP7u3xcQ0A7p7U3tjVeqfu5WUtRxkYkjH0uo7B+4/x7rlJeS0Hdl7riWPSA+V6xGWPfhBddj5MSM4ji3n7gt86x43tTDeoxjXO83E8Iyr6zngmGQQ8kUOId4nZdYTx9B+ePOTbPYbca2c5T5VXJB/eZ3E5eCKZzPN7uK4jeu7jSjW9UCJ3s6FsycnB88SWauO4w70DeYb0ZHldjpb150wAqIABdW2S1HUtvTysCTxQVHf1NfN8+jeMg1Xh4Ta2gChnMhS3L3eRyeA5ww5L2UOC3tcUXCOHa9BuyENWDpzSBS6+wk2NItDHC+fBT+QmpScqv7NNuUsPKJ5SeFm8rXMUXlAOhPjtEY94xMR/gBSAivKSAFO6jnKpWGOP59Q1tV/XkyKUJwlXu7dHypNn1jnMAEL2ZG3qevKG6V7yPEnu5PVi+Ql9mMpMnwJo0BU+eKA7tHVj0XOf3PPmOU8YKrqfAy+MIDcg/TNod+QgJz1A8KxHGdwId+Dh45obLPlpldJIp4KIa5PnJ54VP2krPpUsibckB4BvH9dyLJUM4CDw/+Bh6hNi+Hh/uHfrTW9601EoHi8vMsbMV3mgtJUMoycwsnJcc+PBDQ8fixjX9D/6APDkXqWsGM7Y5rm87hTg+dGZe1nbDmajIe5xcvCER8ZRu7vhWyEIZ6bKqua7W6rpWQLQ+OwD7uGWhIem0v0qythsqx84Np/F87SwtmmXjoEx1T6vFIu1S3+6Qq9AIOiZ32nJ+qw7n1GX4MmZK71OHg8ftBuqvEJpvDBAUyQWOYEHnNcytNCzuKGW9eyeVcoHAKgc7HnlZPgG3gTY6zcLe6dFjyGDB4m8C/fS4nrX9cm94D5enFLH48XCk8Q5lD7wBNMENm4kuWL3kAIySd4V8gR4wlBBsaPk3du7JOQzaLeURkWme2RCNeMP41x6cHKbpWla3iiO9XGNLR4o1sWj/hp6vzL40Q3pXeJeHurj42N3Rlre8vxY4rIKOMNhQHuQNfckM9aQTsK25dzwe8rTRK0mr93kYXDkz+/j6Sj+bJuMaccGT9zYB3d3R9MofzGOfKH0UKGYiUdmfaTKgs5ClHzHCkVJY6XTvrQocOG59Z3MSzsrcJjhLu7PAEe7YDRmVriL03NXnBncnY+1W4GndHM66nZm8eevEsQRKsCeWymDdkMAfle68CKDvvpfVpdmkJAcSeg6DQq8nb7IJ7PU0lquFDoGTBbfE0lGZWFSRR8rUL9vvvnmo5wdgIlbgCRD6xl0DvemrAH8j3ygX+SJUp6F/idZXefhtlc7yKvyulC6vvKU9FvWsP7Dg4Zco2TJk0CmtE+KGkPE+yHDdQ66kEMHWfmpBrrhbdofVV4+vmNkEgJiJqnnFyE/Wb/PxzxkjXHNx4FqPBS57nUgBQght5d6gvotWQJUMCYD+EWErN2wYL+Pn0RedD6GCwAfD/EDzl8TIEceonKhdB15jlkjT1vWhKV/kStylAi/ESHytBT3AHrCeHqqOM69gx4dy7CrSP+h29YYLVvzPPmA7GiPfc5M7uXxh0jwJPJETrZYlRlCTIbTvlxzDkuVWW9u8Ypa3/0+1f3cRZrH8B9bf1nU2SDUQOK7uw89sdtDCj3w5G5Oz5FyBnImAzhV4MkLufkAMGg3VFmgTrw3Bnk8T7xbroEcUFQW4Ou1xjBsKsXvvNyaiYJC13UoCcAsFl9F3nOzUl8AMjLc4c/h4WyehcHL+REDiXxC+oDvKHpmxxEq53nRXYA0ZImBiRC4K+aWd9ctc+/L6h2v4YdB26Ps2wRPmZeDzAGyPbzWkiFCZvAZAKYaz5L3RQ7Q3Pvj3l2BE12bsDYeHoBORmTSSwZxH29jenzzWpfGNRnPRL4gsddgE7nXSWDPK+uTn5TjGmAQAyxBU0aIEp+0QHIvqrQV8OQvs7qpM5uHmjL3Kb1GdH6CJ59ejLUM8vZiXBmG8Ot4SQAvHQCwcPe6I1hPdq861IGRM51IbXL3Zl7DhcFRfpbOTybL5FQGHrcK3CXpv9Pqrd6ZexEdPHENT0wctDtC8fTAlCs9+IHEyPQaZtgYWdKWZG9fXFTn4KnieHgUPqUd8Jb2s1Yd/MgsU+UX6XrkFaEEkessjUGb1Tba555YeZW0pp2uJStX16VacCaCSwnrPGrQMMABgFwGyekDWOma3FP3UH4JhosIGfUkdgdyLv9VWKaiBKhD1nZPlY5O3egDPUvosNSXA+QcHzOS4rNN5f0k1IzXuDWu0TaMAYCY9uM5JQcvw83uxPDZq1yvFV7MhYQxtgBXl53ne+d/ETJMqA4jBc8Tz0WfShblEcbzhCFSeYt8PPNxjq2/P6cc83rvfifLs+SLzP+zMend8BwaPzaz3N3CxIJ0NAwQSkZzhsuQB8rX6yzxG+TvVnsiWacUkvwv97desOcRuXs3wZPnJGH14DrGrQl4ciap7l0xkVszzpTuxsy+GEp9dzTnOnYLFV5LUJyy5uSKnIKnhN3gQfEWM33wVLnhkvcV4d7H24v8kQvF2l0ofjxTnqfgYS7k0qdUIx8agLSlIK7LpA9eGBl4nrmm16PSPp4VY09eJ8ATIUEpeGRRRPsr+U4d0JKXNWGCQdunfC+tsc29F/Cql6DwYzMUyxiE8U+EQf8DfHwheYwFdzS4U8C9Q8gG4TBkzZcg8yiBA3pvm4cYvR/S8ILfL7WVODjO84wdILGPkL0bfXiZmC1HTTiAINjAx+YK8GRblr7n48jf6rXt3GskcnDCy0TRss8H4ApYeeKl38M9UFjDLCKaXhra4F4c2u3eEg/rwbSZUO4Mkso8PUgpWBVI8nZUMVcXEP/tA6F7xjI04EzmbfOtX6/3PdvMe2sBwEHbpwyJVvl9eq/MwHHPrj7k6/j1fNq9K3VmnJELhdKjBhn5RsicvpOX5/mF8IaXv0CZcm15oAgzeE4ka03B01xT4EUfnU87AHkMGrLeyWmiMCUAyeWTmi+APw9Te8gdGcOLRwjP80e8Xx0kVYZb6ojKcBl0ctQajF0XeykcyQEgm/fr6Q6+JeQEz6RXV7OsqVGma0oWtSX3FU+pgynPs3XvMvLA+qnkQPrkIh3rCdxV3qoDKPoHgn/dSXGJpaS4HhIxdlI+wCdC4TQhmsJajnic0otbURpMrffrx26TVnueqsZkGMqz9dPT5CEiFFjGNbkmL4k8BjxOIHcHTzA4x/h1Em379b2t7sVKgFeBHu8bQE4vvOnXqwQ2r+2htxTQBE8uCOmF64UC5pT4HMAatB+q3pPXgZFCdrly8rADuQSAFO0jbOcgXvupL8OAwQDCYqCAIgwmB/lusCCPVCGmRo0ADfwNOMHLTDgPj6uOoY1eoJUQPLkUAmLpNdU9AI8efvBBBP72diBfFCKcCw34gOv6ENlHFzHYVNeo3vmg3dGcXvOxDRDDx41ceMkNW/JR8b5wPcLVVOemZAcJ4Exk8MLJgH4f25wfkRn3aOFR9fA057ljwK/lk1PcGHDylIHDyOX1NvlY72MQxyBrlCCpnAEth0B+XxIVWxI6XwOyNvY8OVOJyC3Sg/sxvHBPWEW5cox/d08Rn0wU9dkCPqsIrxRbt4pz9hmMzr0cTHEP7/iKIfzjrkVXohUIc1dkgqtenhLt8EEq3ZoJWJMpKhDcAoODToYqRVApDlmqWJ0UqMMt7gaAT1/2JFD9dg+Qyy3J1eT5oNBZa4uaM9on7w987YNGJoSjD6g5xT2p8QTfObjA9S/LVB+1Bw8Ua3jpHORdM3x0vNz/Lt9YxR6upK0edqGffOZR5Tn3XEXXNSLPBXGjJg2Rnpz5Oxy0O8p3kQOz10dCn5Nz5MDHp9szVgGUfVa3RzcImbMuo3jaPU/kCLnnFQMkk8fxLjn/MiZqH7lGOYb7LPMcd3M8cy/XofFnlaxN34owWtAPORZ6YrgDMOf9dAYkDqlkq3rXFaXHeOvgyV3U6XXyl5nKOR8WBnLQBFP6vfxlongJB+bMBFA3S7FQ4dRznbhmlidoeaT848/BtXxw8HAdz+PAMhmrAl3OOHlt73/6IRm+xRTVvgRQ7G+F5FoW9qDdUgImB/na+uKfKUfwFbKDovYpuS5bKFXugReXUggAJYUYBJZI8iZPw8FC1kXygcRDDGwJUVDjzPmQ5G881FjrtMcHCl2fdfcEsvBYi2gvOsRnr+q797UIq98H0wwhZBkIdBwDGQOFy0ul3Id8nRxV78P7n3fqzgEfexjvfKkPD5G5POZ4wxglAIYnFmAGmGKZE/E7RgYyRFtdxtyD5DNhSVPJFBkfhzyMXY0tjGk4SN5k41sCLn9urymYE7L83hUA474JcBLoJICqANW2aTV4oqFsHTyx32eweBJmzm5jS7JcVu5FCXsnOIJPV6OHFbw2lHcgCg2k665V94B53Ndj2+km5NoVAznw8XtX6NsBlYc+/J6eSE6/Aw6973vKN71cFaBzUFeh/EG7JfcK5n5X3syG0YdFOqlk7RMKxNtSvNoK/FC3xr1E7p3CI8UgQA0ZnSPvD4odhS4whafG2w1/M10ZoIcegG+V+8H1vBI3esMNCa6ntuiemm2H4SRCftAtPA9eAe2jLIh7wVO5+uDkHm5yMEmy55nor5Qt9EYlc4NOnlrvIr2w6F9tCZWzpqP4FyBOmFe/qXrttYvcy8J9fRxwfmMcw+MrWSNHEW8nTguf8abrId94fRgrdA2MFY/AeFFJBzsZQnNv1H2Rm8u90pvn432Vy+TPXEVxWl6hxAYpY7m/cg5Ux+4cPCXq80HbXz7KycGTLykCKgZRA4wSYPBwrkTTsiMPKsGTtzXPdQZJixer1gFTWoxusbfAE8emh8ndmflcDrQ8Xp1bB3kO+lJJJ4NUyrx6Br/2oP2Dp/R8+DvF84EHh7Ad4En8RQ0iDBQBHfEUVbRZny1d9oQfAGlU3uZ/QgnkWxG+I38KHsIYErHfy5foHjpPBEgjwRTPEQodS57cLchnC2Jhez6HzvFFhjNUUSnWNJQcQFF4U1sRy7EARD1vkvvnhI5810v3D9oupd6r5A4QzPsXr4hX4UsMFIrAUu2apcEIE+tc6oS5js9xwccgQoaE7yQr5By6cyCNd88dck8RfIlnGaCELnG5z/HL23dYOBAcGHl7HJR5GRwHpYxbnuri7yInzVRjlwOvChRV4Mjf8c7AU8VcmTjmAzuI2F36oF1qwWTyMwwJ6PJq1vkyqnCZgyvAmCeXOgN4SNCBTEupoujd8+NuUX1IRHUm8peZYTmfnZH39u/cD6b1l+7toe9FCX6SQfLZKqarznXhGLQbqiys9ABWSoDQFcoV3kKxu8eJEDcKU8cDUNLL495iiLwNQmnkbuCBcn7X/2q7vF7a+uCBjvBSJITk0piQnlBOk55BZQMYqDLk7Mo9edWTxh0Qidyr58aTrH76GM9TGlOeA8V/3It3k22knQMonRz1BswqwlLlFAFEkCGBHPEmnin91lZ8xIxQ5MadCF5vMJ0G7hECNPn45jyeQMbBezo9fNJV5Y1y77RHgs7Zh7ZWhZi5d6a40OfIi8tNgiffep9UgKnl3Z0b13YOnmi8o05P5KIzYC4/FyDAy3GXOZ3OywOhu9WZ4S1XPA5OfCaRJ3F6G6rOrkBTPjvP68/pDILnjD7iXr51T1MlLPnhOV3xet87OExLoPU9n92PSebpIftBu6PK0zeX0OhTmpENFCkgiHXXWO6EXCPC64AsvCkUBIRXHRjgnaG9bp07v2N1axkXrHCAnY7ToMMg5CEJD/+57tDgQ/E9dEelbF0eIcAkZU8weNxA8lxHEtp1HLV0RBhxrg/xAPq9uAZtcuU/5Oj0UA6cVXRF5InavD+APh9Ah4yACkThkUIWkbUEIz62uEfZQ8hpLLvM+G+ejdw8L+/jvOvGO6E2VrWgjIAv03LOHBYensucqsowTxDlctcy/lN+KidF69y5d79WFjdaniWRWqLD3Ipw03lsEybxRT9hIkBUgic8PIArPD8JLtIdlx6mRKhV/lEi9eqZuZ8DGZ4nFXcFJN19uwQB+zNWjOKDpl+nAkV+vAOy6pxk1uF5OlmaE3T/n5wgwIJ7eQFNeKJQlJ7AzZpeXgkcWUnQ4Ra6GwnaR54SAI3cRhR6VtqnRII/D+EyVmzX8dVaWC7XbqBATB/3QcafgXMhvGxpONK/AEqXOXRCK4zg1x50OuWoejeuM5P/4QUMCwwBZoq7rDl48pwpwn+Zj4eHxgFLepZ4JvY7uNJvZM3bm6kp/EfqC+3HGMHgODz/nFX4MaNFvXHNx1/GH2Qvj++F5pa839b9abt71+do8ZEVEyWY8GOqJGN/8Pyk54nwnYe1sHZ9HThQvqPg7BD3bnks2J8DJs1ZC/lc/nwwXX6HsTyklh6c9MK55dB6wZUCXoKaq3Na79YHP6gSigGeTi+lTHrpDQEO/Yc8KIeCUgSAEG3l3ZGsyHr2xHPW0SNp25We5z26J5dcIxb/xdImfJdWMZM+lIirJV985hAgUM+hdioUqHZce+2192sT/eBhiARPLgseOvBzXbFzPqCI9cQASF4YVMTA5LkePXlt6dhB+ycHE7kfyoE7U1VIT5HHSVtkSXyNVxcQxZYCtx4uT4DixoCH/NIL4+1lfHMPDwYLoTuvG8d3nePpNB4REuFpEqXXKvm8AjL+TO4xr87381oOgt79WuRt8IjZ1sCTh7+S3HORTJeWmiurPN4rifNynHEAGlib5Ha4cvSBnnMcXNHe7HTvQD+/JSzu+vQkbQ8BtD4tRF557CrQVSn4ygPlW9qeiL1yTVegsaVMBp0eyvcHVTILUGD2jUi8JBDFlirbXjWcUAQ5GwArd9v72lquFD1h1T8uR648BeAoI4Ci95pKhARR7DpPgMbBDnqE/10+kSX/uJygUypF7jkk/IeRx7vw+7SUvdOS9zZou1Tpv94xveNyfGOccP3soIOJUtSJcpkjVF7NUPcwPGOUvme0xfnM00lcj+cqHQmeONblO43oSwsvk7ejRfSLOzIIbVdhvjzXt5UxX8lSjofsQ8esGd+2Ap7Yn4rIG+YNrxgLJeqJ18SSUVReXsBnOfiUZl4uoAkmxPKD3HvizOVTo9P74m11tydWfYYjvW8qb5szSfZV9jVK2IXEQycwoANVZ4gWePJzvA0+g9D3b8Jkg/ZL+W6q9+1JoiJ5oNzLgjWsVc4JJ3jdGmSEEgY6XrWVZDXrHAYBFHaCI+d7rF/4Cm8R6135cawPlrONyJuibb5OHqFHkedIoXNSZ7nHDBDo/+Nd8hl/9KuDRDfYlsrLAEwnQ9V41Tsuv/u+dBYwGYJq3wJJGQ1hrAIY+cxZQnnImraUQUC+8P7Amzm+cGw1jrlOJ/eQGet4e914z1qJlwaYynGtItdJnkju/7XObzkZfFud02uP66idhu2qRlQDcH7n3Ar9+QN4wTmUHy8aZkHhApLyhYLauR/5CoQGk5E8QZR92eHpqcqX7KjZgZx7szIZsNfXbg0DxhKUOTBzcqvY+z/vm++nNVsvlyVYw2SDTpYqy7m1D34BpOi3vFModjdOyIOAJGMMECS2wvOeSO7gu7KK3XPkuYhY4BS5zDpueKJcJrgGz+i6ReTGRZVP4QbWkkE1z2l5kwZIOh1UGfe9Y1v7q/echqwfC8Bm7BGP4oki35CPgyfJpb7rXP0GGCFHOB4875AxlHblOEY72Lp8u+GBTDHWPiDqNabToEUVMKrGNb5XfV1ds/e+fDz0/9xw8pIJO895qo6pQFTua+X3OArWfhRxFYpLcOI5RIQU9NLJi3LPFd6bTGxzazFn6UHpJsTj4y/cQ4Aej87E9wReLaqQOH3nA40fQ196Hof3fdX/yUjeNqx9liVg0Bq0P1rr7ZuzkvNY53uF50TKOUJ2mHGD9Utiqy/bomPuuuuu6ZjrrrvuKI/KB4lMzKaIprcFgwdAhAcKJZ8hcydC/yL3mPkUb+TF5YckctrgYZhev7nHSuR5T0upej8DYO2PWsbEGmBV6XI3SuAnIhXSpdX4ltET8S/eKMkSFf+1D8OGfCQvNO1bdwZkBCY9wfn8WUmc7Vucj+bkuLbG6+T7quN6+7y/W5GUfD8V+HKnzU7BUzYgH2bOQmt5cnxbMa2jeBHKUy/K18xDKfMCUcAkv5FX5d4hZ16f6l25OTMeiwIW5TGumHNfMticS7Hael+lN6/q09z6IAQDte5PDNzduoN2S0sNlhb1ZLGl6FvfUSrMfqPGDR4mwI4bPQJUJM+655Sp/xzruUIiroeXGL7DCnc9Q9iRZ/Kit+xDRgFurh8qw2RtP1aepR4YqgaplL30eA0gtX+aG8uSqkG84gePcvj79wE+Z+9xDfiWXEDkD88wM+JwDrD1PKsqApIe13QG+P8O8i5p1ESk//zZ1/LwUr6vgFPluGnJn9fs8tI/WwdPPbdZhWyr46oX5eQz9fhdIfcEK3idpGBhPHKo9D8DvjMRcedktoqRKibyuhZZjyqLYHoxTL9HFRrwZ68YwY/J71zLtymk7pnKhN38gMpZQoNFKgftnqr3PkdLPJr5f8pckieUcr74Vnk/Wv+OmULoAEJ+1JByQ4LZOuR65Cw1Bg7ugeWtBHItx8K5ass999xz1HbtV1uQa1f0eKDy+Tz53Pu82t8irPokHzQqnch9PPzI9TK1YNB+yccz325Cfn46HhjXRMgMW8YJSnawYDBrLjpwYlan5ETneDkQ/51lBXz8dIdCpsLkuHZJsU5eb2JEy+FC//i2Oqa1L8+jL3Oc8/52UEjep/qUFRJ2Ap6y8ZXXiUZ52CuZrgJOea0eoyYz+v4c9KuaFjAoSN4tay8T7+1KhE7Ho+R1DRD/GoXXYqh8nhzc3PpOT13udw9TTlWlT3J/nk/YDgEe4Gm/tIkFvOScNYOD8wNKPz2S2u/VwvEuuWfYl0wij85nkboVzvnUgNJvwhfcB9nx2XMtK7ingF1nuMwB7FzWW7qwBaIcKPk9MFjoK66VoT8l4Q863dTitbmxoPJYsa3GMLwk4pEqokL4jLHMS260AE6CJ5/hh5EjyhzCc8cY53Lc6l0z5a46L50DLmdcw50fbrgwpq2JqKwqkpnIMAGPW2CVF6Viqsr7lNZeKkJvTw+humfFFTlM5Z4mn9Xnz+GDRX44B6sW9M95IPWqD70vq3hzBW68Lc7sDBZ8EjRRJNG3Wd/DE/Vb4IkVvpUHM8J2p5fcGGhRSxYdfHCtBCTsxxPF2nTkQmGRApIoH+CWrL5TsTtBUxXS9jxCebke/vCHH209URXA47Pqqnwqt/pdtlCkkCfGexVm7zu/rreZ/wGILO6KEcJ7Si8A8qb/dLx+P/WpT92IFwatpzWevqWAKfm5d6zLg/OogybC54oEsJyZ+NRBVc7o87HBxxcPGfuEK5LUqfmmGX6+wPElMbN8CZjqgR3vHwBa5cGqzveJTPSVp6Q4cHIvODXj9FH9rZ2BJ6eKOdyCdSVbgSW/RgWg/LxWiC87pJoyuUYQuK9/r7xbtIk2UCTPZxNVYZDKwk9gWZ2TCt4HA7e2/b4wDQmyPu3Ul8LwOh/OgC3whPIf4Ol0eJmOc4+WbPQMkpQ7n66cMlrJjvNztsP/92u5cmUAoYwJSeq5ZATXTH5GRtKz4+3CdV8ZUlyzp1u4H8qbujmAJ0Iw/qwVeELm9sEPg+apJy89QDQHsHLr+YHJG5UTAWrxifOZezo9SdrHNdJaPPVF35l1R97hfQbu0tjKfvG2tD55XGIIP849txg2OAXcOZAylrlaOo5UFJZs2jp48hfao+wEZ4hWuC5BUlp2yTz8x++cPk0NqKoGRRXP9S3HtsAP5KjWXxAzJEQwlb90P9bDAP68fg+UKFY84MlDhAC3CjSJIVDc2ke+Egq95YHyAQshwmJmjbJBu6EE2MehyutS/e5ZzH4NlA4zWvXxysjMynMvrssnsuVKimKb6f3iPNrq+RfydknpiRcl61dfffVRpXE8RfC/ronCR7l6KIJ74pnVdXlOkYcARHixvc3edhY21qxDFLMbLenddTDp7z5DnIP2Q0v6uxrHctyqxrjWuOf7qsRsxixmkRPtYLzLYprIVJbLEfnYxhjg0Q2R308yJNnSf+ROvel8lMVDgksAnvdxFVFxo8f7NMc3wpSUVAH4UPQXZ4EDwGo2o+RSOkTXufvuu3cz265C0tkZcy7sFghiWyHsuf3eGbxwmCbrK/mn9Z+DvJYnLZ+r6oNe/y2hlnuycumKPGdLxxCeAzzBXA6eWh6oChgCnnSerjHqPJ1+qjxB7h53SmvX96enkzAAihzFnQmnKPJq4oSDBI6nzW4kJHBz5crWz/W8jsqLipHgg4nrII5B5jOHwi3tlE1kR0vGSN4U3hZ4wtvEIJUWdw4i/q4GeDp5qnR3guZqXGuBo3QKtMa5Cjwhb14DymXQC7tWMpdjhnucMGzgcyj5sqLDBfmSretVnqdKX7mnCXCU4xqGiudJAp5cP+k7ZVYkpzqHWcA7AU+OBHlYXoAnZjnYyDoqfK+8Ty0U6/vT7ea5PxUoApmznpbityBzOpDBgON7gChftAM4L6fvqL/ymKUnzu+VoAVw44OKDwR+PgwjJtJ/xMT127eE3rL8ANf0d+rgKWc4DTp95LzlspS8xbF4TF2m4F2q+KfnFmXOtdyawxN1+eWXH8kFsqbfLOKbfAaAd4Dk+Rx4RWkH95A1rNwnqpq7twoLVddkxiizlbQfeUX2PJzmXl+8Ug7oaK88TDrvla985RFowtBwz66HElyPuNfX74XHeICn0+MFTsPdxyWfdSaqZNB/M671DHkfxxxAUfVf4xkrATDbTscx6y5neufEIECIG89eeJYcJ8maKv5z78tifFvqcXKqQnceJvdjaDeeJhkokhFt9Qwa5/Aa+8Qm5BfysVft13+6Bp7tNbRxzlPr4Z3ozMrzUyH3nEZZxShdsTuDJZhywJYfmNCZKgePfI7qmf1lZOgvmcr7Iz9+bb9HJm7n7AG3ENxSZZAgnos7092aKHbAE67OCjx50jnXGOBpv+QemdZ+t1wr2ahkFR5tyQOFMFveW7fssIIpoAlIog2AJ5Rv5l1g+SIX7AeAeb4SIQUWUWUZJlfiKESXtZQt+tAHSW+DJ9b6FHL+lzwohCh5e/WrXz1tUey5bpiH7VK+AE0ofIwbXW/I2m5pDpxm1MU/rWhGBZZSJr0EQC+FxL257gzwhbwlUw6eKFGQ8py85+AeWXSwwTUJ0WNsXFqAJh/nWn1bYQba414xl0V3CjB+SeYkI0ryBjT5fsATMsd90imDgaLfvhTUTmbb+UPlPu84R8zuUoQRKjdlAhhH6M4AKGEPzVUv0EN5zAJCoTP7wK1iZ9i0MLIfUoBonzOur3Ttz5X1oBIAeQ4SwEbMkODJARXngMzFRDATnib+Z4FVB02eB9UCT+7VGgp994RsYRHxXqAUdJQoM2WcB90bI2opdpQvx8mLhPeJUgPuHXKPa64SL0tVxMwgQgqykn2dPJ4r15VEsScoxLJ2D7IPDsgDfUJ4Q+fKUqdvPKeJ/pQcCPzQh8zGcY8rskH9nZe//OWTUtd5Do4ImQMSCSdkzR5tPbzOxA7A1PA8nTx5qK0KpTHG+JjCONcyTOBJX2DbU0+c7/27j2eAJsmcjz2Mb14FvIr2pIGOvnd5q8a1cx2PWssDVUVU4G+fQOLjmjsDdKzyksgnxMtLKgmyily6Y8BzFjE0PTdZzyQv9hrv0+o6T+lSq777C3cAk0W3stMdVFT7nemcyTwskW2Ayf2cKrxXhQJ9UOGa3hcZgssk9JYr0xmu8mq5W7U3Ew7mwv3q4AlFDngCGPk2wZMvtpqMngBtKPTdUw8oVQSf45Fx8ISigHfTQIGHmYYMoGGaMgZQJpaiyAFNABvAh4PwtJ7dAtT/uX4ewMNljfNZdDhBoYcAWzLa8vpyHrVzvGI6OREexiOXSR4nfScXkOtiJSM3DpQIH3IMYXbyLvSfy/ug/VOlt52n0PUA9Aq4uGfJDXUfx9wQ8OhIOgU8QuPnIg+efoIzIMc1b7+PZ07uoXEjP0HTuZlPXrPyNjG2ZPpPRjvw5iJrCZ7cU+tGiXt7c8a6Ywdqx+0EPHn2e6JXkQMM9/p4UhsvuMqvyJdTgSvPw+DaKEMd614wZ7TMaapcq8lUDv6q46pjPe/Dj8twXHrrXHE7w+B+1CcVNwMLgAelCwIHNCV4AmSB6NnCcB7zpm3O0LhQB+2WWq5v5ytP7sRrJOtJcqaaLC3+1T73TLk8MwAAoAFCXsPJ8wIB1e4VpX6Ty6B7bHzRYX+uNIbQF55fJaLdbikzpT8NnPSUZ64XsksZDnmXpJilL9RO+lD/aVaO5ETWrRsgUuAOgFDkUvj6nkmsWMbIn8+2g2ifnnPQfin1tu9zEE54WgYG9ZC8yrevPJEhNB+TkKsETy0PjnuDfHZd5d3KfOEcu6qxPI9x73TPq9Qil1MPDXqSto9DyJC+Kyzn+YTa6rfkVOczizxL8ngeV84eT/BE/5FOsPOFgWGuHjpPhO6Wp3t9PBznLynDeg5OnHH4P0FJ5VlKJllC1TM5uPPnzHtUIKkVB05PkydyuwvS/wNUobh74CnrYHAft4q9zk22OePlg3ZLCbxTufn/rgRQ6gmYnE/xMHnxPAZrQmZ6z3iVdD0+rOaOVwYe9MKPPvWe+/IcLaCQM0rRCcg6vIfs5RTmnCXEc3HfSofxH7LEh/vQfu2TLJGk6l5c5Vt4ORDyLwSqdB5JrD5A+Ewgb6/rEPesDdodJYj37z0A5WkpLF6NoZFeoAznObhyz5PnFLVAikc3Wh6m1hia28pb1Dsn2+Lkuqg17uUYx3iWs+cIvylMp3133HHHNLYBnkgUR/c4MPN7pFcL0rOQEoCsr53ZurHnya3f7Lyl4MNfdJVvlJQhLQb5ygWZAInKq95u7zjQKB2alqkzVgWekqGzr/wehCk4z2cSoMSJ4+rDqvV4o1DczDJwkMRvtljJAKMM+3lsuWUF57sd+U67p0oRpVc1yWWKd5zA3sPYzqvu1UEu2A9Yr/jeE065F/fAAwU/VXlX7EcmuR7HITO0Sf+RKEu4wus4cQ+8o7Tf18/TPtz78L2UsaxceZ30wRPglrLLGvmEhBK0xRrmOGS1KkUgwpDMwcvf+6inth/KvnfnwJyTIFNTfFmTBE2+9THPDYJedILvrofha52PHLo89sBSPlc17rnnqeqvSyO9xsdL2uljDNEUySCyRPFlvLWSJf1/5513HnmcJFtUAXePVU6icgO/Zez72C8iVWENHcvzlJ24lFovsQJOFRNlThAKNq0E33pSKB1WbX3AqdrUA0+ObisAhuDA2Byb7kxCaMRysYbd0+SzDnBv8jtLFHh4oNWfnihegadN3vOg7QOnipzXUwFDbrBUxorLRypW+INwAEBK/7vVx/koUx3Htd2A8A/t5TgPAaJsaQfWqgYl7SfRNvNMXEe4THob8JRhnEh+5CnSVvt0TQwOX9rIE8gJKXgSq7bInteL6hmQ+d78/Q0P7/6opeN6uq/1Tl2+Mg0lgQzUevet/fAOcuROgaptridaBpgfm5NJ0ht2LhwR7pny46rxDdnDw0T1fXKaFCLX/694xSuOcpw8ZM54VgGjXj+mk0XkuVdrHAOri2RWLyPRnSuvDEE5uEAhM03Z60v4Nuth6LxkSB9ovI0ZtsuZe35tZ5i8doXIHRR5bDtzt9wb4FOyeZkMQFjDYhAYiyJ7hAI4Bu8UiXSsN+elCXzWjt/PPzCXuzkz/OHA0ft50G4o+bia2eqKin165xrI5Y3ROc6TmUBNFe2c+UruRM6AE8/pWPEbMuuud/jcE2CZ+puDhq6RfOTy4vyaPIslz7IsUrY+E4iQIs+rGX/eB1xTzy9DQx/JGd/d2CABnAkVFL9UCAGwhPfX8w+5D32b5HozDSn/fxgs+6FK1yXl2Abfix/cIKZqtYfr8C6mh8Zznjje00scHKTBkeNYlaSeRn81hkPpLUqDP695zsZjcoWQaR/vRD5LG+NCHxkf0lfaL0+T5FCgCbCEYYJToJpIkTqkBaT8twO+yqGwk1IFLQuqQmse3wTs4BbLWCMP1MqFcMDhYKtCz+45aoGl6ncq+F7MOI8HoBEaoH0uLAxkDEjep14YjyQ6ZuSAyCkC5gALNybgyZE5itwXQvYByoGQv6tE65W1MpT6yZIbK7wL/SZkBI+RqI1XlOP8PSbApyglAIDJGcgwfOITDPSfT+AgpIack4SZoCD5DXkBmLk1ixxxDxY+lVLV9VHgXquFQUXEdGX6D8sXEMXioA6AvFyA9guo6XhZwzqXBPLMlUjjrfIi8N3foW/TezBot9TrZw/f5bhGGEpEuJpxam72OLIlPvOZ4LTFw70+yOc45p7XBGwtcJTJ3y5r3KM1Ecr3X3b+P7XP01W8vW5kudzJGBFo0neBJcmhwnT6H9BEfiGletwAyjFq6XvOSNUS7/5WKownVcjO9+Hih6rZaP4iqxeesxZ4eT0XtysvR8lssw5GgiU/PkMdGafmGAYAhI1rYIU6eBQBasiNILFUW6xhMY++42FyD5R+E7aDyYgFM1j4VGe3eJ2B0nPYevcDPO2Xkp9b+/lN5WyADTVo8Mw4cb10zYuvHOzA7/yuQuZusMD3+njtmXT7o1Q95MC06zRq/B5eBsSNABSr2u9WPaUbGIgwPgSE8DRhlLAOnSejYg27l1fnMgnDvbQOePIZq7534AQlaBrytntKzw77/D8IUO95eRgueGe9tlqOLTkGuccJvoaqmnvIi+cwuuGek6/SS0Rb0As+zvlMszSs/Nr8fsu3fMsjPeBOA7y+8D4pJzL0JXMCRpIhydXtt98+7RN4otCsp58weQMDxetB+fujzS1qydxxoiirFwZ2qsBLDsa8PLcuPY+hpSCc6ZLJ/JquzLNzKm9Rq3RBHuveIk8GTPAE08B4nrznM3ZEzlTeh0zLZGVnB098yK8APJF34Qni7tZ0hJ79zGBTKYhK0Q/wtF9yQNQS7mrgJTROrpwX8COxOu+THiis4HT7u0yn94r/XR51PlO3qZ/i1rADC2SS63nBWnjVE2Dz46DOc7O4lvoABS4AJDmTPCFDXscJixhZk2V80003Hckndc5y5g66oOcddL2V79nfzZC1/VElX61xjXeRMzzR/3hDMxSeWy/N48Anx8oqD9WNjQRPPm5ltf10QLC8S85cT09URlb8HpfYQsNVfqHP5JbMaBxThEQASQng8jLddtttR+CJhPHK05ThSyfXKf67Iu/f3rvfyfIs3kEiBy/eiZVyBUy4Jetbv4eDJ2bKwQAezsv7JtGGZNx0c1b/E49m5o3u5wX+AEzppqxAi1MmirsXCctXip0EVpjOZ915AnnlaaqYw92o6cZtee8qYFwB6UHbJQe4rtAqCznfM5Yas1HEx+KTSqnkQA3fp1u/xdst4K3zBTwIqaXl6jJH4rc/H9dzT25LKcLTyLnOkddLniw3WjB0CB8QHqesABaxlLrkTO1H6eekC54/25G/K13YU+5cwwehQbulNMIrXs/3mbOWCU25dyc/aaBnNCTlPsN2tMGv56HA3LqMMXYia9SmkmxKTnR98gVzbHDy9l8aS8lkP1F+gLC4PE2SMXmb9BFgogQBs+g8bE6/+jVbgCfHsham6PHAznOeuEnGYlvgqWKuShG2FLCOB9EnQvc6DulJqcgVt6N+ZzKYjhCCXqgGlLRAYJacPecDSlqTtI2+Ix8Jj5OH6LB6pdT128FT5mOkW7PFZCJvoyvzXt+5kvDnHLQbSsDCPhTsknfsU/WX3AvycJmD5BZ/5AyVVK5Yua5oc1kK1ufKnIoE8r3298CTGwv0DSE5pkhjEUuZ33rrrZPMCUS5rsrczp6CTmXvfVk9i/fvEpA1aDtUeTV6Xg7O8XMzB9fBR3od/ZOpIg6cU5dXhq0oPbCepuK/kTmWcxHf67smVMDXGaKvjDX+u9RqN7qxRb8wvhGCkzwJPOFt0pJGhO4ImztoqhK5e7psKYDyvmu9153Ntqus3tY+b5AzRuYGZOP9IRioMz9CBDL3qdKV9ZcMq2uQi+UKG/BEcjvVfUm6dYuBa+X9KiFJ7xuWMFOfqefksxBgOH303RPG09PUYrZ8d1X/LCG3fHoegEHbo5bSqACv7/ff1f+pQFKuMzSXbahk1sPQDjRyokcmzJLkjYHi9c+wlkVViCANJo4jv8onqgCYqAauD7lPkjXJmECTEsGl0DFUXE9VoKYFLn0QbRlRSTnIDtoPud5sgaaWTq3GqRav8N3fL4A/5czb0xrX8nqtECFjlk/SIlSna7L0EgtvO8+nh8nXuLvsfB2rLOjpsolTQDIlR4BkTB4nhezIOSSCUoGmnoG4CbVkaylAO/bCwGznPrx0OsMViaP0inEg93Q44OEYd+2lVejtrZgsk/lcYWufgApVjb1wpuduoNTnAJQ/jz8nChy3ppS2vovRKNpHboYnsXosON/LmvdIW5e8b1cKQ8Hvn/IdtACVbzmvohZvVjW+8rwMMaTsuaEkEs9W18DjpP8d9NA2B3CEyH3mqC867N5kJmdQQkHHksekUAHhOOkT8i9uueWW6YOs+XN6f7X01lz/zvVp3qN37UHboxZwmhu8e55Cf4eVUdP6nXKzBDy0eCd5FYNFMsH4hYPAC8JWXmSAE8di9LxVrEVJmwFDGP3yNiFj8jpJ5vRh5l01q9D7Yxs0J4ubALWNcp5865TWbTJDKqQ193SLmAd1tIrSrchBE79helfG7Ack6buUM8CND56jyuOTIM3b5CBPWzGPVxJnujQeKJA7y0B4QcIKLFbvYo6yjT4w91D6UOq7I94twDy9Qa6we1ZTAqw8Nr0iLfJzsx0VH+Q+ZN6PxxvEtfSd8J6vo4f3KGWf+2NYodwJS+DVJXxJNXCXLf2WUsfjxNJGPR2V/J86xY+rAFSe15O1QbunytuRtMTz1KKeDFb7vA1zA3oaU85DbuD4mER6B7WoqPaNvDCuuaOD8BzgyZdMujRW7eDaOAXIJVR4DucAskdeZuVh28X4UoHbpJ15nvwGrRdbKYsM+axVGNmxvCQHT+42zWs7mElXe7aFBFu+u3vTmUjHE77LPC/3Uvkzo8gBQUx9lndJCp38JlnGeJyYXecAypmtl9zXosqK7gGl7KsBnHZL9C982ALorfN63qY5b+USy3hOqeeAwXPkNGM8UoTIqINGEivyRu0cjB3PEQE8sfC4cjj0Wx4mZBkvL2UGvJK4ZtLdeOONRwaM51u1njGtcy/tsMb7m96LSpbXXHPQeqre85zXiWMqA8b/Fy3xIs7J5FwbquPdmeBeXB2Ld1bHkNurrder8lnjhPU41j1Pl9g458WeqRIuOVQOoXKc5IHSbyZquDNgX+NLb6zcmedpiWLO785gc1ZYq/Oq7xmnztyHJQrHz/fzUPB4lygnzwfPEzN3PMEOBejlDLwvHJlTk4YkcD4wHuULksGO4zVqndsCnS2hHsp8P7SEp5cC503fWU9Br7lGRe6REn+L/3UvzQTyxVKRcU/6BnCReyHQpK1kBsCm6zIpw2uoMRmDnELqrGWfpm5ofV/qwUvyc1PuWvcbtF1KoLSGz9d6leaus039ml4p5AcQxexRygjgfSLf18st5Lp9Vb3Fw/OyRj0nyZi8ugJLMlgoEcKYtglgaslZz+Br9U1ue96oreU8JejIhrhCrP4X8QIzoXIO8Sd4qlBrpcxob8srlvf0RFe9cG19cUcqhDtCR2F7LQ0vWa9rwDh4k0DhQujaRwVjmA+Pk3vXuFcrtDCndCvGYVsxkfdRLyl90PYo5cHf0XFA0KbHHfd9t3I4mNkHwJE8yMXvU7g1a84rjotYnFfA6sorrzx4yEMecvDIRz5y+k8KW/fTeZJZQnTaL3Am61eeJ1nDTJ3WMek1rorL+vdKr7X6s3dMJW/VMYN2T9vSa2sNjuOAphZ/pVfToyMYH9qyTJNkiUK6ACW8qtqPZ5f8qEttZh6TM0gAf9nLXjaNZS984QsneVNYnIV+Ka1TAag52qYcLIm8bNXzVCHtHHy1zxFuNsoz+lszeuaYaUmHZ1tb1/BPhjXIpSJc5mEzV6w+Cy8rILt3DPBECAHFnjlODCatKemVxVodUz17C1xV/bV0gBi0Xeop3l6o4EJ7tlaiua+yTpkSV7SUElHC+eWXX360lp/+y8KavhQEkzEIj1MzjXu7oUNbfbuLvkjydgy5OxlKvbpE5hJor5XPXXh28xlyvPPxzR0ROAI8URyPU1Ug843nPU6U2JGhQs00ZraS41TlCW9K1di25JpVpGUTELUYPKWiS9TmnpC52TfuefJt9XJbD537fZvUcw9W/zljiTFEUuSsncXUapEnq5Lk6qXxuQ5VwMVErBitaZt4nFDyDBhekC+B2hy1GGOub3geP8c9hPkZNGiOnFcy98lDZSIMDqY3S9YEjHQ+RWolE9r/sIc9bPo8/vGPn/ZJWfOfjickrunReJrk0b355puPlLrAk/Mx3mxfmzKf4TiAaNDppxyAj+PtXUr70KUJoHwpFZ8MJWIsk/dWBoo8u9rHSgGUEPm/550JJIErf1DGyfOe97zJ48TSKx6um6tRd1xaGrLje+KQNRPaVuc8VY1JJOefyoXpysSn+vdCBj0Pi3thqtDcUsVVufJa59LZuC/d2wSBssmbIrbsOU6e5wRoSgbLZ+xZQz0gWfVNtU2QNjxRg/ZBzlc+IcLLi7BWHSEE6p3lLFzKf5DXRH0nPLwYJ3PtqEJ3FS09bpNzhqFyslR5AntREc7p/X/SVIEIvE14mtzjlGvv3WfjGh4nwu4yTpiQQT5hpti0xvGlbW7tn4s4+fNWfbATz1M2ik6slnHIhrRCZK2HXerdaIGzXnta9+WZckHgKhTHfhS5rF1tmbrpzIUiFxPhcdLMAyl2StMzjRomq57DQ6H+Tqo+SqaYe6+e0wSY9fXGKoB7WpTAoAuH5sILbv0BlGT94tHV96uvvnraXnHFFZN8ydqlorjOlxEimXrRi1505HGScr/hhhuOVnCXrDFYpD5yA6WVMN57hkFnk/bhgdoVVVGiNP4laxrHNFlDHl1NwNAW768vHEyo797zoOnFL37xBJie85znTABKtZy0nwKYOalrl2PIWkcJ+sY/Oy1V4A1oNaoCMD20vglzVgCo8oTl/xVgqxgqwVPvO0ADpQt4Yr0eCoJ5TSf2u8epKrlQfZ+zmnsAykHnkuJww/N08tTi2wtVoUMulz7hgo9XNvYaMyg5X6RVfUF5DzxOVBBH3lDmVR22wdcXH80B+tYxp0n+enybY0dVNRwPU+UMyBwnPLtvPL84vQx/ASeBJkqAeG3CjKIszUk6zv9rqRpfd7I8C+SdkQqoWtbAk9F6YbbePf3erUHeAVDudysz6yT5mndePVWoW/uEyBXz1Uf7qEXDTATqQTloQmHjcdKsAyl2xYL1m2UgSBDn2RwFz4HO7K+ljJfXbQGolhdx0P6o5WG90KiVw4iCljxJ1mTxPvShD51yLSRnkjnJn7xLFNKU/KgvWL9OMoTHSWBJ1YzxOPnsVQdbriuc56tlMwadXTqLOs2dAiLGN9a4w6OrCReSt4c//OEH11xzzbSVd5dcJ8CViLEtPU7Pfvazp3CdvLwZFp8r5pxt3ud7qLxxOwNP+WBVrow3qmpkta/V4N6DtMBbnl95S6rcHpgrPU6OzH3GgXueHFj0PE7kN7nHyePBPXCY+U+9vloCoBI4LaHheTrdgOk0WcNLyD1OkiksXwwSX3fLQ+IeUqOsgKxdynzgcSLviYJ8Lf0118be70EXNq2RldYYwu9988ZcdIGtOwe80DO5g+kQQO7cw1t5nO65554JNFHUmVl1uU5dq825r6Xv5vDBccevTb3Pq8J27r3xT3pKRFmOIENmlYdqqQXQip22rtELO9FmlDPxXdbdksUrJhMKB41jAePaxJNFWEDMJSaijhOeJm2ZSURxMi994H1UWelV2Ibv2e/Vu8vzvO+qa7X603OgBu2OLnRP0xwPopyVXyF5Uh6TZEsyx2999FvH6DzJEZ5hriPQ9PznP39S6PLuavuCF7xg2urjs/o8b4OZsGm4rH2eQRc25fjh+y4EXqgGf8YBZAwwJFkSOKI+2vXXX39w1VVXHVx77bWT50keX2qkUaeQWecsVv+Sl7xkGsOe+9znTsBJM1iZ/OTpJ6eJKgyQzpW173DjnCcfWL30e9XI1v5scIU81yD6nqemClcB4DJBPL1NbgW71ylLLFCSoOVxoix95jhVFnGGGVtCXYGiTTx5ea3qvbTuN2i71LK+/D2k5dva5/tPA7ncE67D20RyqrZYwF7Z2GvSeH0myZaUOMod0CRQlTlO3oaq35bqnyVW7KDTT5VeXQKgTouXt6WX0+PEuEViuBwBGCqkpCBzOauOWk54nJhRd/fdd7/ZrLpNPU5zx67Zv2SM3LvnCaDknhH3mECV96OVn5QKy4/LNe0qtOj/Vx6brCXFeVRQTY+TGEr/iaH0n9A5zIZyh8FEhAMcNImxBJJU60KMpa32S8GTm0E9mfTMVQi45VnreZxafZSUa/2lB9H/GwPDyZADp5NW1msJBe66g3xC5VcgW5K1zMPQb56bqv6SN8mWvLrImhS6qhoLOGn2HTNYWeTXK4YjMz44sN91hfazRNPg+0GnmXzcgIcx7lnmSOOYxi3ymfAyaSvvrjy7eKXgf1JLmIChPEIBJtVxeu1rXzv9pj5hVUB6k+donbupDPaA03Fle7XnqRXKabk8q/ydPKb3IFVsuTo+rw0o8en3oiyIhcfJLdz0OKXXyT1OgCDAkxQ7niamaxIL9pWkW67NJSAqj6++++/spx4yrxLnKuB0oQ3iZ416Hqelllyev0vypZiQMyZgoODxNJGLwSQMbydWMFX5NRmDek4CTMz2qTxOLZ3joKqlh5Z6bR3ktuSxZ4hscu9Bm9Ou+nbXnqmKt1x/k7vLuEWaCd4mgSlPQWHSU66KIVlCrqjjJJm793zSuM+q2xQ4LZGL6pkr6sndErC0pv2rwZMrnBZISk+Sr83mHVWFGXogqvI8eejQr+Ed4UvCeA0ZbaW8iQVTS4atjtH/JLBi/QKAWB9IzCMmYm0fX7NO+8V4LMK4BJ27ZdxSymlBV+/Ez28JcxbDTAu8B2gHnQ5v02n1SHk5AckalYpl/QowkVvBVt4mklepfqwPfEg1fvIGWbNOcqe8C8mjvjOjDo+T83aGFQjVu74iJNji/00s3Z6R07vOoN1TDzSfRkow4M4Aj6RovJIXV+OX8pq0T54m6qRpi0dK12CiE2E4JmCobpNmht94440TaJKX98/PF3s+LnDK59rGNZYcs8Z42Sp46iHEOQ9Tlc+T117aDrbpXWq1yxPbfdYBM33wNvk2a13gbSIJlWQ6FLcYj5XaxVws7rvErVkh5BxEK6CZx7TQd+bMpKJPQNbqR98O2j71gFPLA+jHrvUSVgB9W8/h1yW3iVA4Bgyz7LCKkTU8tJIfQnEsMMqWdeoEprwUQdU/Lh/+jG5tu9fay52spTVh7iUe40G7oU09HS1Z2zclgGJcY/ySTEnWmPCk8Jz24XHyWawAIX00dknG9NFEJ8mZtnh5/5/zQKuV47Sk3b7tyUxrzFkjJ0uP3YnnyZUPv/1GPSRXDcq9ap4tb0ky7NwSL/zvhSzxIJFnQS0LPE8gdra4M0WE53w9IF92RUwlRS9GY3YC0zt9sdFkGP/eGzATIHqfugfOmdBLKbglXr2fyrNXofTKwzVou1TJ1677fNsDgXhRMiSrF+tXW2RNSl1bWcGSN3metMWSBQzJkyvPkuRJ3wFP8kCRRyi5q8LgVU5fgig8TS4nzvfHCUXs+pxBxyP32rg+3YYnZZdEW71+k8YpgSONa5pNJ1nTLDrJlH5L3uSJYkKGZE/PKPnhIxnDIJFXV1vNYJXMSfZYtPtN5x0Im4wFp8U4yDFz7bNctknOAkqIBsxRa1Dm+6ZMWnmtKivOGY3cJpA55QZIYtXWPVLpcSL8pg+VVMlpYpkVZvkIUDmTZbvnPHhzTFYBsUzk9zBf3juvUx2XbdqEyQZtBzhVILbyOC31Vu2a0BOUHhA4Qu6YZYd1zEf7mI2qj64ha5dFtJVz4eU+FFbwYnzpic0+QRd4OkH27TbA06ALg3zZqzWD+VIPxrZ5qBrffE06CjcLRAGWkD28u4xxOo+0E2aFS64EmgSgtHyYxjT9ZlxjDDw00NF7vhyjl3j69hG6S9opeEql5J2WA30qomoAT7d4NrxSXn6M5/q0Bgd3ZXrinM+m81wn6sdwvK9Th0L3sgPUcyI8R2VVkLn2+UvJtvaAYxWiax3nA0HWjGp5kVr9533dc6EO2g/1eKTH9733NKdcUr7zP/fcVNfVfmb4MLPHF/PVPjxPkjOfwaprIENS3pqpKoWureRMSp3/W/xe8bC3zZV+S29ln1b9tlRJn7SFPahNLc/7aQTOzqvuDGAcI6dJ8oXHSTNa8fbiJNB5gCCKyErGKD8gsER+IREVj6Ds0yt3uOF95lIYlixLtvXlWSoA1UKX6R6fQ6E95Z//tbxMqTCTydzjRM0L9zihxCkQhrL12XSUoCdMB2ii1oX24anK/ktAWfVxC8C0wGSCJz+3CvVle7KP/TfX8H2nSaGcZZrzKs15pOaoB5ArOe+B7RxwmIQho0RTogkr+DIsgCkMGzw+5DkpJKdFtAWYFDKQopenyT2sfu/UO/4/7XL+zfP82Hy26t1U/7X6fQCo00kessvPUjnat8eJ9uEYwCkg0CRPk7YK07nHiRmtPCspJ5QhEGDCUNF3L/fBxKgsU7TWIJv7rzXmryU/bw5T7AU8VVQpjqyn1LJc8yH8/8pL48f2Bn6/li+CCHAiSY4t4To8TZ6sKsLjRNkBiu9RiiA9TbhBexar91W2eSn5i84BIZkHxm+VIchtz5M46GRpybuY8zwtvVbPiOkBbSzh66677n5KG5CkkAK5hwwAIoEjyZFm90iBK9dCH4rzee5gq5ZczzjYFg15uDg8T0tWUqjGt20bl6mL3SFA7UEq8WsmqwwWZtnh5SWKIqNEMiYjRHIFYJJxog+TMsjlJYG8BZqW0K5lcgnIzXfis/93nvPU8zT59/RULLXE5qzd6qGWINUET+lx8irGgCfdj5kH5DWxThb1ZQjbgeABTbkYYmXZViGD1vP1wGLlgcq+bQGsqt+qkIbnBMz19aDd0FowNKdM5q7Vs5rneFL8Qm6FFDmLiup4PLzMAGI/Mkc4XIBJi4yi0FnKKEN0vedpGSxLvQlrFX1Pz6Unea1HY4C13ZHPwE4P1Kaep20AqDlPDUYHAImFtPE4kTguOfOFr0kMJylcoXEZKsysI/fJZ4dnblNr/O9RjnXb4ukKNyzpf8Y6js3IzU7WtpvbV/3OB6sG4hYYqJR1IvE8l/8BTuQweeFLL3gpgkEoQUAIjtpNeJv4SKEzGwhPkyNY7p/WzFzfVozl/ZfouPIUVUT7snYN10q3rPdt1cZBu6U1imDX7XDqKVF9qNIvpQ1PYZx4eQIdy1RnElFlBcsiFnAiWZVFfVtrPaY8LPGm7ZtSNnt6dMmxg7ZHlbcp+bsnf/uST2+f5/ESrqNCOMsbuYwxyUlbgSZWv5Cs4XnCOUCkxceDKjpx7hh8uQZw9fo227EGOPln554nyEHAUgsO92cWfqwepOVN8XtzzZ43hOMcPOF58mrhXIMwHdOkYSQxG2hcTEfJepjS3Zqtzu/VTar6q3qmOUTsgLHnpav6mOunleHKZCjz/dMSRbAP5T0nZ84vkitZwFLi8BN5GYAn5I6SH6yPpXIEKiwr4CSFjvXba09lTMwZKkufc180gNPJkQOSOWO3JWf7BlA+pgk4sXA2a9S5jBEVkYwJQAksyViRjGlsk5xRl7CqR5jAad90bsWEmSXy0nLQbJIIvzF4agl4pcz8XN9WwKmH/hwgJHPnOZ7vBLORsOrWhZS3W7F4k5hJh/VL+I46T3NVVXv91LKWe16j6j5z/dm6jk/rzvP4Xf130l6Qi4Wqfp4DML5vTunPKZkWr+mTobME2oAkrF/JnNeUwfoVYaAQLhBwohSBVwnPZ2u13/9r9UXrvF1Yzceh9OoN2g25Dq0+rvd6+rnyFPd0du+/an96njKikqUHJEO6h0CRZI66aIAnyRneJhwCjGtLDLYltCnfVt4kp7l3sZZaeGUn4KkCL9y4xTgtEOHntepG9Bjcj3UGdoTuM3pgMpGjTRA6YQKv2QQDOmhyb1PrGXtWTO8ZW33aunZ1fOtd5HtJj1a+k+zTocj3TycBWiv57Vl6Dp5kAePhpY6T5I4QtxS5trJ4JXesT4c1jEwSnnDAX1FPtwx+HbRmPEv9KpozHCvgtEk7WvuyTcgZOU1eO83BE7KmcQwZowyBxjeKO+MwqEJ1c21aQ3PntPpgTZ9u+g42OWcxeEpvhO9rWbo56FdT3ue8Ja3O6IEIF4i8HwxCVeGsZgzTyRKmcrGjcg9vVfVivA0tsNGyPvL4FgDqgbKqT+esIb8mCeJL7jVodzSnkCse6vFVRXODwZI2+nX8PqzoLqWOfJGIysw5KXYpb4UUUORpVVa6wdtXDTB+3tp+6QHEXh8sPX6OUo8N2i0t5YGWt2MXYKna13IcYJAgO4TriJIgY6wJSe6uR1GWhOgqvjy3kj+XHD8HoHpepzVtqIDy2jFulecJ8LHkRqm88vgEIC0PS0W9l9eyJLz9Htdl6iYJ4g6ecjFfB0sZsmtZCdsAHQ6Cljyjt6/y5rX6mXypZNRWkvmg3dJxLNltt6O3LxWRiKUiKMgnsCSrl4J8kjd+MyXal8igXEgVGnejrRXCPw39tikN0HRhGTGt/9fI71Lg5LlZujbFK+XFlTdK45b2Y/wrPOdLhwk8MeMO4NVLmN6GcXBuCwZI1c9rPVK59f5sRdO25nkSJXjKAbwK+/SO8WP53UosrzrDO6Jqs3uadF0xEC9A+1HcgCjAkqPyCuRVlu3cgJJtryya6pnT0q4Gi7xmdd8W+bnMyPPrZsL7hTwwXQjkcjJnoLT4ZY7mrt2ytltyxgcZklxJget48gUVOsD6xavLzJ70ks55o+eesZqkscQg6x23dn+PtjEoDdoOVXqbj/Pk3DvKY6tt6769360x1Is3y6tLmgrgifqELCXmk5yWLK0y18ZzK3RTj1rj5FKawwbVfbJEheeSbR08ZZIx2/SAtHITnBkrcFN5nnLR2x45Y/l5IHM8SrxUZskBnmAq33puU3pyKjDTUtgtBsxK41Xf8hwtT5P3ZTLKGpDjVj/JulwThsp3N2i3VCntltdwqXJvnVvdu/c7z0U2JGsKw0nWCNkJNEmZq/ilFDnHI2N5D5R73rclJ1XbKyXYe861YGaJot/X4DFocyJNoTfbbq2hkQvVLzVEWvzt4wv7AE5MupDMMP56RIUq4RyT4KkCHj2AtJRXD7cMnvx6vUjK3LW9L8l/9txoCvbuJGG8cqFXx/SO2+bA23vRKHRfzBBAAgPBZHiZqhDdkjbMWcNziH0Jk1b38EFmDcP22p+epyXtHbQ9SqW9xvptUevcTa5ZrSLgwEcGiUjhOaoZe4kP9yy3DI5Wod0lIGfNc/YU93EB1Jp+7Q2cg3ZHFJBMz0NGReaoNZD35HYteEoAhXNARESFsQuw1AJKfu3WcmHZxiXflxpjFc2Bp7U6ca4fHTjxfSeep+pheFmu7JYCjmpgXnJuyxKtOhB0DvOoY2QBi/AosXgvIKQFmnKw8P2VpdIjzy3qCaczdqu/fP08rl0h9FbV8wqctcCTz4IanqfdUQVMWq7/PKdltKwBFHMKqQfoSVIVaV069zAha275edswXLyciN/HZWWO/3wQ7PVdC6TsAhgtPW4Ap/2RvA3qZ3lJ4Q906NKZZxyTqR3o3Lnz50AT3xnwvbCzJ36zj3HBZc+fzY/Lsag1vlbbpeDpOLLS0metvu3hgwRPrCria91q387BU+8hW96oOWbcJiVwSATuTOYvomKiinoKbs0A5se0kHTrHq2+bL2LHETye+sZq99Dse+OXCkvtbL8+Nbv3rG5v7qWty2P54PCThmrchn9mi0DaK6PWqDI27/WQs39c21Y2tY1xw5Z2w8xO83BE2G8JeApx5kETxXYn3MAVIO+yMGTe0rcYE4wRKVx2tqapOXfl4C60wqelvSlPqwNCHjyelk7rfO0hlCeIHmukUq3uvZSK7O6J1tnGL9HvoQ8Nzt9aRsqZkyLZm5AS5BTMRAfBqZKCP24Sjiqay4Vhn0A4IuVKuXU856sAU7VO24p9tY10xvq+yVPeHcz9CbrTtv0+rJkC3Ka/Fv1ScpSKtO1CnxTALXk2FZft84bYGl/pJpkpG0wC430jaqWn5PLY8swn3vnrcE994kysRkQgOzRDm+PZCsBnR/XA3dzwK5Hvev1ju+NPTm29t5L1Xf+G9Dk694yO3gnCwP3fs9R5e3YNlUDhjN33rv3AvxayWA98LO0XXPn9a7V+t4DRUv6fK6dTkPB7456YMl50v9fCpyqgbwlM9U1UhG6EQS5oZJWdhojS0HOHG/29MomvNp79l57sl9a7VzSpiFjuydfOswXhq+M4CXvdc7w9eNz6yCoAiytGWJ+HvfkuTBKKmOn18YWgJsDUYeNsdK3+d/c2JTXzDEt30n2ZQs85Yf+XErnDocLYdCgQYMGDRo0aDEth1mDBg0aNGjQoEGDBngaNGjQoEGDBg1aQwM8DRo0aNCgQYMGraAzC55uvvnmKTns3/27f7f3e//Wb/3WdG9tBw06SXrWs5518J7v+Z4Hb/3Wbz3x5P/5P//n4Ou//utPJBlZsqj7SjZ7dFLtGzToNIwVn/7pn37wmMc85uC00NLx7N8tlO+zQhvXeRo0aNDpJtVb+riP+7ipRMB3fMd3HDzoQQ86ePSjH33SzRo0aNAO6Ju/+ZsP3uEd3uHgIz/yI0+6KRcFndnZdnosVV+lENY+iWrKqh+xZurjoEHbpBe+8IUHb//2b3/wb/7Nvzn47M/+7KP9qmGjj0DVPkmW6Wd8xmcc3HTTTV3L+qTaN2jQvknenPd5n/c5+M3f/M2Dv/k3/+a0j6rgqj20hh784AcffOzHfuzWoy1VGytiGTS1+2LwHJ9ZzxNF+U6CBJiG4h900vTKV75y2j70oQ+9335V0V1TSXffdNrbN2gQBvIu9PyaJUJOE126cm24C5225hYhT+HFL37xwSd/8idP1Tqvuuqqg6/5mq+ZvEAve9nLDj7iIz7i4CEPecjBNddcc/Bt3/ZtpbL/rM/6rIOHP/zhE1O+67u+68GP/uiPHv0vVHv55ZdP1mvSvffeO53zD/7BP2jmPCmWLHSuNbfk2tR3tVHn5Bpxd99998GnfMqnTO3V4PNpn/ZpB8973vMW5VFVMWIh9nd6p3c6+KM/+qOD937v955CKI973OMOfv7nf376/7d/+7cP/vpf/+sHD3zgAw/e7u3e7uC///f/fr9r3nLLLQef//mfP/2nY6644oopJFPFl7mHjnvEIx5x8E3f9E0HP/IjP1LGo//rf/2vB0972tOmnBhV2/2QD/mQg+c///nd5xt0+km8Lh4QiU/07rEaM6cI3vi3//bfvlkYQPv/y3/5L/fzZsm6lRxK3v7qX/2rB7/0S7/0ZvcXD73v+77v/Xgwq/mvyXnS7y/8wi88+Lmf+7kpNKHrPvnJTz744z/+4+n/H/iBH5jkSW3Scyaf/87v/M7UD4961KMmy/iRj3zkwZd+6Zce/Nmf/dmb3Z976FqS2f/wH/5DmYei5/nO7/zOg3d8x3ecjpXe+rt/9+8ere036HQTfCae/tt/+29Pul569Yu/+IuPFrdO/vvJn/zJ6X2Lh575zGdO/2k8+czP/Mzp/Wu//k9ZEt12223TuCNde/XVV0/8p+hIUovX/tW/+lcH7/zO7zzxmsatpz/96QfPfvazj9r3+te/fhovKQap60DbbuPSnCc9x4d+6IdOY6F0heRWz8DY+Iu/+ItHz/Tu7/7uB3/4h3/4ZmOZnuNt3/Ztp2OEHfQcGp+TuIeOe+xjHzvphFb+5E/8xE9M91N7pMs+4RM+YcIoq+hwS/R1X/d1Cv8dPulJTzr8xE/8xMN//a//9eGHfMiHTPu+/du//fDt3u7tDj/v8z5v2v+Upzxl2v/bv/3bR+e/4Q1vOHz7t3/7w7d4i7c4/NIv/dLD7/qu7zp82tOeNh33nd/5nUfHfeZnfubhQx/60MO/+Iu/uN/9f/RHf3Q69lnPetb0+6abbpp+/8iP/MjRMZ/2aZ92+FZv9VaH7/iO7zhd5/u+7/sOP+ZjPmY6Tu2C3vSmNx0++clPPrz00ksPv/ALv/Dwe77new4/4AM+4PBd3/Vd3+yaFf3mb/7mdJy20Hu/93sfXnfddYePfOQjD7/8y7/88Lu/+7sP3+Ed3mG6x8/8zM8cXnPNNYdf//VfPz3r9ddff/g2b/M2h/fee+/R+T/3cz833f9rv/ZrD3/wB3/w8B/9o390+LCHPezw0Y9+9OHrX//6o+Nuu+22w8svv/zwiiuuOPyGb/iGw3/5L//l4ROf+MSjtqtfoB/7sR87PHfu3OHTn/70qT3/7J/9s8PHPOYxU//6cYMuPPq93/u9iUf0zp/xjGcc/viP//jhr/3ar91PVp0+9EM/dOK5W2+9dfr9R3/0R4cPeMADDj/rsz7r6Jg/+ZM/mY4R34pXJBfv9V7vNfHQL/7iLx4dd/vttx9eddVVE3+Kp//Fv/gXh49//OMP3+Vd3uXNeLCiqn36rfMlP9/6rd86fdSWRz3qUVM71KZv+7ZvO/zqr/7qqd3v8z7vc7/zv+iLvujwgz/4gw+/+Zu/+fAHfuAHpueS7H3sx37s/Y77lV/5lel5dC/pra/5mq+ZnuOd3umdJllz+uzP/uzDyy677PBzPudzDr//+7//8Cu/8isP3/qt3/rwr/21v3b4xje+ceGbGnRSBJ+98zu/8+GHfdiHTXz0yZ/8ydO+T/mUT7nfsdqn8Ul8Lb36vd/7vYd/+Id/eHjHHXccPuIRj5j48p/8k38yjSkf/uEfPh3/Hd/xHfcb357whCdM489XfMVXTHr+3d/93Y9kwscKjVPJa5/+6Z8+HfdBH/RB07nS6x/xER8x6W2R5Pst3/ItpzFT3/WRDhDtoo0VaVxM+dZzaOy/9tprJ12g+2l8e/CDH3z4Ez/xE5P8ujw/7nGPm8ZfSM+pZ1K7Ne598Rd/8eEDH/jAw/d4j/c4vO+++46Oe+5znzs9v8YvXeuf/tN/Oo23jHtO3/RN3zTJ+Md//MdP477e55VXXjmde8899xwupa2Dp8/93M892vd//+//nV6aGqoHgtRAdYCYBNKL0vnqUEgKSCBGHQ2Q+NVf/dXpuF/+5V++3/2lGN/2bd/26HcLPGmfXoTTu73bu01MAv3CL/zCm4E2vdD3fd/3PRZ40r6f+qmfOtr3whe+cNp3ySWXHP7BH/zB0X6e0e8jxk76/d///ek4gSAfJNTfEmzo7rvvngCVM/brXve6CSRJ8TtJ0MTEuX/QhUfwoYD3HDgR4BGPyEiQYSKZkGJ77Wtfe3TM+73f+00DzZ//+Z8f7ZMCe8/3fM8JHEFf8iVfMl3/f/2v/3W075WvfOXEV8cBT1KOfq5AkPbL8HBD46u+6qve7D6V/HzLt3zLJCu33HLL0T49n3SW5AP6rd/6rel6PqD9zu/8zrTvJ3/yJ+93zWc+85nl/kGnj+AzAQmnz//8z5/2P+95zzvah55+/vOff79jBcIFDO6666777f+ET/iEid/hO8a3n/3Znz06RkavwMIcePqN3/iNIyMoyQGEgLuPqbts4xrwpH0AOR/fhAFc9pBnv08ltz/90z89Hfc//sf/ONon8PugBz3o8OUvf/nRvhtuuGEyblyX3HzzzZPRJHDl9Md//MfTsbm/R1vPZvbEVMU/5UYT7ykcBykMpvDTjTfeeLRPoQG55D7xEz/xfrHfZzzjGQd/+qd/OoW1RAoFXHnllQf//t//+6Pj5Cb/b//tvx18/Md//KI2/r2/9/fu91thK2+L3LG69+d8zufcL4/pC77gCw6OQwoTyj0IqQ/UF0rqVcgO4ru3Se5FD1/Kbakwhc5/7nOfe7+2K5zxpCc96Wif3JJ/5+/8nfu1Rf31mte8Zurvu+666+ijd6b7Kzlw0MVDkr3v/d7vnfhC8qCSBnLrK5QhevWrX33wG7/xG1N443Wve90Rv4gPP/ADP/DghhtumEIDyPLf+Bt/4+A93uM9jq6vMEPy4Fp6v/d7v/uFM5CTj/mYj5lCzkvlR+ENtV0lHKSbCBW84hWvmMKAn/qpnzrJKqTwp0ILGdpTasIHfMAH3E9+FArQuUN+LhxKvf5FX/RF09bD1fCBwrmQeOcXfuEXDj7swz5s+u58IJl47Wtfe6Sbda1rr712CnlDSt343M/93Nn26R4KPX3d133dm/23ZIHefbSxR+ozjUkpnxrLFUZfKrcKpard0i0i2q2UG6W5KNx43XXXHR2v8fGDPuiD7tcWhQkVApUe876Q/nv84x+/Sm63npXpnSGSglEMUoAn93vcUjk9anzOThOw4P+pwZddNinLn/qpn5pisYrfqkMEKJaAJ+LFTg972MPul6ege4mJxDhOehnHIeV+JLOrH5R/kftE3iblZnzLt3zLlJ+iQconSUoAvO3OqK22a7CDgSti0Bx08ZCAvXIB/vN//s+TwhRYgV7ykpdMPKccRn0qUs7i9ddfP/GgGwNuLGxbt4iWyM+tt9568LVf+7VTflbmJCE/6JhKzrXPjRTJj85TXkgvWX/Q6SeNO07Kl9E4lHlzf/kv/+X7/X7Vq141GaA/+IM/OH16fCDeEg+l/l8iEy996UsnUCAjeC3tq427klsZbd/wDd9w8DM/8zNvJlPIrfZrfGzJrZPkVnos3/kmyfpbB09Vtn0rA3/TKglS8koGU7Kz0ObP/uzPHjzxiU+cEsw3ad++qHXvJf0ja0jA6Uu+5EsmcCRGE5OrL5Ym4jpxzo//+I9PqDtpzHa6+EjGDAmoL3jBCyYewZiBXzS5QhZrRcc1LnYlP7JM5SGSIv7Kr/zKSVcoIVZGiJJRN5UfASclEFeUBtqgC4da3hz3gojgG02Q0oSiit7lXd7l4CTpNLTx0mOMe/IQ/d7v/d7Bl3/5l0/RFHl19UxKlt9UbvV+hR2q+7vHeY5OzQip4n3KrHeFLdJMCP6H3uu93mvyDCl099SnPnUKJ/zjf/yPt9oWue/e8IY33M/7JOv7pEiz8sT8PktRbkxZFdn2qp25T9aVSAPA+7//+++s3YMurPCFQnLycH7VV33VNJPs7//9vz/9p9kuWGZz/CIexLPp9KIXvejgJEihOM0C1kwkheQghSid0DFL5Uehgqc85SlvNqgOurBIvOpeJb1rjUNzVb4FkBUuFjhfIhN/8id/MgEDB2dLZEK89qu/+qsT+O95nyrQt6827oLkgfr1X//1yfMkrzGUukVjmCJKS+VWz6f3/YQnPOFY7Ts1FRw/+IM/+OCOO+64Xy6TCuV993d/94QGmXYtErhSXPaXf/mXJ8+Jjlua77SEZFkrDKjigpCESTkhJ0VCyempU99kiQW1/fd///ennBVIQpcWso5TaE7T0fWslbt30MVDAueSvW/91m89+If/8B9OHs2v/uqvnkAHCkolAOTxvf3227v8Iln+gz/4g4P//b//9/3+b3lpdk1YmC4/+q6p304Kjag0wY/92I9NeZaQ8i0pieAWsWTvG7/xG9/sftJHadQMOr2Uel16VZT5MhVfKYVEOUUCHXMyoZw6StOIZJy3QmlOuof4VSAiyXla3tTku321cV9yK5JRl8cJGP7H//gfp/Y7cJKHyemjP/qjp+PVl3ld/a5KIJx6z5NyLKSY5UZ/znOeM6F+vcTf/d3fnTrLE0JFAkticiXRKZmT3KhtkEKBSnb9si/7sukFyM2vXAmBENFJVE9VrQwBRYXrlIAngCTLV3VJnL7iK75iyltRmEKhPgnUD/3QD01xZ7Wftgs4fd/3fd9Uy+qv/JW/Mg2WslKUG6KcF1nU3/M937P35xy0f1LOwOd93udNVYRVy0akdy/vq+Txf/7P/zkZLBpk5OmVvGkyhbxRd95558SLqg+jOmjwoHhVrnXVzBEPSgHjXd43SX5lcSrkqFCdeF+DSVWPScaE6tGJ/1VPTseoLwSqHFDJmFNNJ3npZKj8rb/1tyavnKxiJZMLmHni7aDTS6p4/+Ef/uETv4qXpT8/6ZM+aVEaiIwNyYly/CQT0s3Ss8qPk35mzNB/4iN5PjW+KXIiGcm82ookl9LT3/Vd3zXxFyEr1S5zmdVkBd3z27/92ydDQN4VtWsfbdwFSU4VZfrn//yfTwa+8il/7dd+bXpfSarnpP8kt9JlMmyQW3ckSA+o5pw868pp01gvbKFrqp6bcAi1ImfpcMvTPl/1qlfdb7+mTmoKZZKm7qvektOdd955+Bmf8RlTzQXVatG04VZZAE3RVN0K3VN1G5JapQqqtlRTo/Ucn/RJn3T4l/7SX5qmc6rOxu/+7u9Ox6ku0yalCvJ5mcqpelhJOv8LvuAL7lfegb5R6YYP/MAPnEod6PycnqoyBaqNoandmnatKdmqm6VrqhRBtlXX0jOqvsdjH/vY6Vmf/exnd59x0NkpVfDRH/3RE59rGq/Tf/pP/2k6TjWdoJe+9KWHn/qpnzqVB1BNNtVsUY2on//5n7/fuaoTJZ4XT+mYb/zGbzz84R/+4WOVKnB5cBlXHam5537BC15w+P7v//6T7EiGVIpDU9Gr0iOSb9VGk/yovtMv/dIvTfXgtC9JtWdU5kTTrtWH0lmqkfOKV7yi+4yDTp7gM/GG6n3p/amml2r7/dmf/dks//m4pf80HkkmJBsq6yHecNK0fJVF0JR68aBqFlHaYq7Ok8r+iM/FgxobVW9KNZ+e85znHB2j8UB118SLuqaPC9tu45pSBUvGt5Y8q27hR33UR01ldTRGfdzHfdwkWzpO78/p13/916cSK+ofjWM/9EM/dPhlX/Zlkw5KUjmipz71qRMe0Ef9qva86EUvOlxKZ3Ztu12Q3IIf9VEfNVniQrgXEinRXJ49Wc8XUwn9QYO2QUpWlWc286QGXbgkb4XCNwpd5WzwQWeDPvIjP3Ja7aDKwTwunZqcp9NGuWyD3IAKE8qVqDDXhdR2xXHlflXIZQCnQYPapPCAcpZy2QeFJHuLog4aNOh0jXsCTKpdtSu5PTU5T6eNlC+kl6GyAKonpVpSmjKpnIjTPrtGbRbDKA9MOSk//MM/PK3916rPM2jQoP+PlBOl5FNN7VbeiGb7fv/3f/9UziOL6w4aNOj0kHIwWQdPNauU0/uABzxgysHcBQ3w1CAVj1RZgF/5lV+ZSgKoho08TyTnnWbSrAkl2ytJVwni8pQJQCn5btCgQW1SwVwl3mqShcI5SnbXYtlKus3JGYMGDTo9pET6n/7pn55m7at4tpwIcna0CmIel0bO06BBgwYNGjRo0AoaOU+DBg0aNGjQoEEraICnQYMGDRo0aNCgFTTA06BBgwYNGjRo0C4Sxh/+8IdPW1XR9bXnlDJF2lRu8/ua371rVr+XXGvp8Ut/9yirkOu3f/ya+cm2q5ps9d/c82zS7jW0ycKMg+ZJlYCdH/z9t/gkv/vvNTLGR6U5tFVpC/FrxYfs9/+0D/2QSwfN3bvVZq6pe1BGQL/1kT7SfV7/+tdP+7XGlY5nySFVR9Yi18iclpt44xvfeL/n4Hp6Vl3flytKOV7ap613silVSygNOj494xnPmPhKPKGteMm3Fd+vGZ+WjmdJrXvN6YDjtiW/w//IoG8vPa8bXL5cXug39WX2a/Zv6rheHx1HpvwZ1H61XTpDs/K0bqD2aQ3Mrc+2qwZ/9rfATP639Hdr27vn3LWq59mkbUv6qddvc8u79Nqcx63Zn9ff5Jgxv2D3VCnJJSDbt36tJftbCpqFuivl5se3rtF6vjXbvGaCNlZK9/0V6HHQN9fvHNcbmPYNoAZtn5yv4SUGdwdObLcJnObGpJQn2uvbTQFUXrd1TA88HR4eHhlKFTagz2SQ0Kf+8X7F0Jp7rt4z9iifQx+eX4BJv9XONddcDJ6EzHRjbd3z5A9bKfZKia5RQEsYbk7p9u6z1LKEWgrVX05+b31cIKrB0QcGHzSOS0vW5juJ9fsG3d/LkIq7ZZ1VAMa/L5G/lnKuzqko2ylyPdG7VjVI+PO7TFXPq/vIetR3CuWpxABKUfvxLKAsXf71keLUMVLi6n8s0xw4lzxHfh+ydHoJL6Q8krx7vW9t3WOyxPvbAz2943vgqRoTWuOu05pxtTce+1jmnqZLzssH3l8AiROgib7Ub32qfu1FV5aOeb3jeI70POkj3aGPSM+2lBYf6TetlCKDfDXYZ0c4g7hSXEJrAITfq/Ii+XF5/R5gWdIGD1/k1qt8O7PkgFWBrSUCWD3XoAuHXFE6X6QCTcCzLUW6BID12lyF66rjq/Pz3nxaoW4Han6sy19eBz3Fbz+uGiSzv3vPseRZB50eYgBnUGfAB0j7IF/xxhI5quTUt9BcOkcFMpZ6oFqgpKUvMkoCeJKsqE/OnTt3BJp0PLjAnwEgqr4EOFXgqQWc1sjNkmN9LHXwxLkqhr1Ed60GT62cHe8838490HG8KLsMJ629jj9ry+MEUxEbBsFDHgf2WPAaQTjucww6PVTJkPNX/r8pwF9CqUTTWnR+9mO87VDvd8XvPCuDWhpuuq884ShBkVZI5zzaKkLREy5AsdN+Pt528qs2UeaDLgzCI6lCyHgf+Q3f6b1nmCmB0nFAkyjH1R5o8t/VddcYS9Vx3iZvW3qe3vSmNx3JnX4zvnEdPE4CJSx71PM8tfqmt38NVaE7ZB7v4048TxV4Wor2tqV8lri/5xin1465dvauXbUtAZS/sPTepWfJ8zjm2jKU+tmj3ruvaIk1fNz25P3Ih+LaaXm6XGxiCLQGEyeXJRS7KJUyMpghuJbB0wJzg84WueHqg7t/dw/JLsBTlfLRAk8tsLEWQPWOyTaxxTnC9zfN5Cl5/lgVtutdo6LjyGM+j78n94qdquVZ1ry0pYzgypL/nbHT6u4pwiVM1vqd93Bl74rYY6vaqnS8W+u4C2XtyPLBKm61dwCns08tsJD/VZ8lnqc5BZ+5Fe71EkDRfqy2dHVvO8fHvbe0SYoObxI5Sw58Ujl7HplIz+BAC+Wpc1rPNejsEe9Z/CHdS7hOOtnBE/yUwKUHpFr7nBwwVcZHAib3gPXumXQc8ORy5aknh5ZwLVnSuObh89QdPk77h/fQavs2yPVi9gf6Qzyw5v6rwVNPMbYU+SYvt4fSneHIX+Cl9QaNXQAob1cCKPa7xwkmw2Lm+ETlm3jZBp0NagH1SlFX+ytv71qZy0/KnCvJBHmeQzT3bHN9UHm7XQlnH6UBI3kDRKXXwMFYKvttA8BBp5PcO+IDuntLluY8zXmD8nt6OxnH+G/OSFo7zq4dz7KNftxhyFHmEAGqfCxLIJh6o6erdkH0t7//neQ8QRVAYH/r+Nb/c6Al//fcIffcOMNXzN5r1ya/ey+3+g/GEmiStayZQNoSO9YMIVAvir5X12Vb+SyDTif1QEwqnqXKc+57BYKok6S8Io7BOnfwkkAKBVSF+ua+V79djrkm8q+2eC6U7i05e+ITn3jw0Ic+9ODd3u3dDt7mbd7m4HWve93kTdCioa997WsPXvCCFxy8/OUvP/JA4SF2veHPNehskstUTqXvheyWyF9GDypwAsgQedK1h5n1HRDSiqocFzi19lV9lePaAx7wgOlDTTVvk46R3ElOq5Bkdd1dkuOXfIdLnRarwVPe1PdXL2YpmFoKoJyh8ODwGybP8+byhTYFUD3Ga+U+Ee4QaILZvOyDnkkJaw4KW9cayvzsU0vBLLHUlvJt69r+XUDkgQ984P0UjA8m8Ha2269f8WxPlqo+yIHHwRKy7sDtqquuOrj++usPnvKUpxxcc801B69+9asn+brhhhsOXvWqVx287GUvO1LoyFwFloa8nW1KYFSFlVr5Tr2QU8sYSUoPj89qR778enN5sK3xuPd70//OWVqKxjaNZ4TCdSzpKBmO3OTe26TWe+L978TztOThlnT+WuDUAiF4bmBs4pZ4bjwZDVQ5B+rmfq95wR6yq5iH/0DreNSqZHK2Q5FfHFSFyUQu4NUMV6jik+QfDzXnFt58yEMeMnluABivec1rJs+N8vP0oT0OXOYU5VI9ksrMBxJm+mBMSR/4fzfffPMEmHS+2q98Q8nXgx/84AlUyftb3a8Cp4POLuXA2fIw9bxOldHRAzGZvAz5rE+fQk9ERVu8vqJqxl31fL3fSWvD1eeKyVDcpzX29QzCk6BNxvZjJ4xvgnDXAqge0gVAwUQUt/PELwdQcwy25nkqYNdqbytu7J40/c48qBxAT5rJBp0Oaik4QtjHBVAi+FKueIEPyRqKkVwBD5O7EpzLi1xKbvSkQZGWOAYIxtSdd955cPfdd0/hOnnOrrvuuqmMwZOe9KSDK6644mgZF7+Wt29ThTrowqIWGKo8TpvMtMtt5iPm+MDY5lPmKdPBRCKPtPQ8JWuBFZTjVO7LY8+F14z9FXg6rfK0Sbv2kvM0x1h5jRbDJUp18IEClZIXk+m7tsSLRZ4Qtm0lWQGlTKRjH22Q5a79XoG1AnkVAPMBb9DZokohz31y9s3c9Og0BKrjxF/KxxMAkcdGgENbhfK0X+vJ6SNPlFz0rC+31nqtqFLG/lx4aQnf6/7aCigxCIkUogN4CQTee++9E4hC5jy/KY2V1BWDzi5V49SS4/Ncfvs2z0sA5eOcj2OAD58RyPqL8GeCurkIy9K+aDkD/Pu5OCa9dnN1Cy90OnapgqpTeh21FjjxvQJQDkwIXehFwWR4dHB5umXe8yJtShVwcgCFEmdKtIMpwo7ObNU1hyfq4qAERqkkWx9RZSHntVvbPFYAX6BI+QyAJyl2gRUBqHvuuedocoOO4xpLAVSPj6tcKq7t3mc9r9qifQJGLvcK3al9Ok4hDwFBPRNWvIMnXwQ5p6YPWRtU0Zxstc5JT6/IxwqiKr5EEDl6RFaqcW3X40Ir5+owPHbI0GkFTmt01FY9T0s7ooXmNwFQIp95gHcJgOL5D55LBLNljYwWSGs9R+/3EhDlH66BBeGepyr5fdDFRwmU2c7xRHqO0tKt9lfXRQkKJDGjBs+OQJT4WECK/wRKAFXy7iwZVKpnSRd/Hq82Maj4MkfIGQDvcY973HTcS17ykqk9AkwCejfeeOOUOC5vGWApvXYuswM4XRzUMzbWnFv919ufoMOnzPuschE8T0QFEFV5oHpjyJLnS+O9R/dZzrE/i5ff8TadFTpWwvgaj9PSa/WAFZ0P6NAWC1Tk3iYpdHKgSLKrFntcS0ufrwWcAE+O0Cld7wUy8z4OxoYyHzQnc3MAaW4/Ck+gQ+TT+HWMEq7l5dHnyiuvnMCI5FAJ5UvA0xIe9pl0WTsKw8nbrTYK3F1++eUHT3va06a2qVyB8p+e85znTDlQL3rRi6ZyBQJSvpyET1P2GbCDzj61DPued3eb92UcYmaaG9A4AcjtVcic8hw+ri1xDhyHegDqPisThFMgwZN7cs/K+LVRqYLW/0uusfa8yvKkjDrKzZVrriPnxbq0r1qvKFHxEisiB5zqWEfhObXbFT9hj10L66ALgzJE7XyQOTl+bJ5fKWhojq8Ig0tW5E3Sb4wWLGJfV06g5eqrr572/emf/ul0jrxRbg0D/lth6TwugV1+9+dG7iVLCh+qJIG8UKrlJEBH8rvaRagxrWoS4T2vcMjfxUFrPE8t/dwzEFpjn4+ryDO86bmyGAte3obxDBAF6PL8QOfl4/ZP1U/3LayB1eqjC5l2kvPE/tbxmxLM4It6eqxXBEonZqwPSj+Rupc5OA5VQuQfGNsLnVXJsGk1DBpUKSH3kFRLo1QKaw0QcFAhWdEHACXCMJGMyRKWQpeXRwnZKm0gOSNUxnIXtNfb4+EIPMkJnvwZ/NnT6CFcr/vJC/asZz1rOlZASfv0PwnjLFRaAaUhexc3tTxPm5w/Rz6G6Xgf1/TbZ6sxnknWdIy24msR41ouupvt2JS3kclqjLvv/NjmuijHsrMqWzvJeTouA7auB3n4TuRT/L32DehdRJ4GuVJeC6pyd/bu32tngiYGBW8vFZtblWXznlU/njVGHPT/UytfYYllW1mIorm8hVSQ1Ww9/a/EbAEQZEXhOxJc5X0SmHrYwx42yZh7oFzOEhxlzpGDomy3K2yXc66j9lEFHW+TAN0jH/nIqX0vfelLD+66667po7ZR2M/XtuLjg9Cgs0mb6PuWx2nJ9VMmfZzItBSfoe21AEXUNaOqN0YOfOwy4vK0DQ+U5x5fch408VtUlXno9cmFSlvNeWrt2xalcs34KsqOBQqp5o0nyutlJGL3QWOTZ3AG9Zl/IpiZQUZAToQrlnYkgGo9+wBQZ5vmvLle48VlIcNhTnOJn8lXDhzcM0pZAgEjfeTN0f9K0pb3SVsBFf2n/doqdCYvFKDLQw8it7h9EKnanjNqvR6O9useartAlO7z5Cc/eSqK+fSnP/3g2muvPXjmM5958MIXvnBqj3KgJIsagJREDnhCJ/SWSBp0dmgJEJrTuZuOGWwxspE1xjMMfO0T+GcsY6kvPFAsg8I5XCM9QJtSzynwxvPjV9ZdzPziszZebTXnaY1HqvVfa18F3GgPTOfTjUHm2lYeKLbUh4ERKhflJv2TFqzIEXq6VltehAowHVcQBp1uynfr4d20IOF7D0MnVd6bOV7L0LIntSIzImRJ5wiEYLToO8UoBUyUh0SJAO5XJau3lkhJAOWy5IVmM7mcwYRP5eXK/sglXwZdHDQHoqoxqDJmq3Gud+2WB4r8XPEtnlTyofC6YogweUoyRlg6vUGuHzblawdQ91miuMgnOzkAzPCdX+ekaM4TfyZynqrjnQFgNl6Uu9+luKXIQeoiMRseKDEZ07GxZo/jgXLG8lkTKGT26X7aR0JgVd+pdd1BFy94yn0OqnwtrCW8kuAhvVrkNUFei0z8KyWtcJxAkbw8mtWm4xXG07pyspIVvtN/uhY5UAJSvsSEPy/ykOGy6vk8P8qXNeI4KqJTlkBhOh2n316M1ieQMNgwGKQHedDZpWpQbxmvc+cvOW6NBypzZikXwiLz+l/7MGokZ9qXkRX3WPfa2Gqvj2uHlqNFsWfGNEjtYcZdJpWfBTo2eEpa6iVZispb5+VLhekIy+HWd6TuHiiBKf0GVDEl2+PES9rmHoDe8zlap01uTbQAVCWUZ4X5Bs1TKwE8f/f4dO549+hkzl1vEEgwJWBCbgaghmRykbYYO+mB8nZku1vtrWbFASoBUwob6vtNN900AThVHBfow1IXuafJ77sN63TQ6aY149AmOngNiHLDx40FeNVz+ZjwgAeKSAsV9tlKNkWezF1NxFhKPqbfZx4ywJTPAPZSBZX3ye9/IY5pWwdPLVrriZpjXrYJTDwxFabTb2LEgCWS7HSce6CcudYsz8B5FfNDIHWsb2YwwXQg9aroWT7voLNLvoZcywrO//yY3gzSFu9kTlSGuHJ2KPuRHS8FopIFeIFkIT/iEY+YeF5eKHmBtGivz3r1Yrc8t88i9Of2vEAP0fkaeNoSSrztttsOXvaylx3ccsstk/xzHYE91reTLHofZq7XoLNNqWvzwzG7vD9bzy/Ux3OG+M6kJ4XG9XEPFBEVeBzPEOMhxPMu5fEEPPedN5x0P13fS5lA3t65yMppoLXG0kbgqdUBS5H5cTowGc33ZayYEB5KHUXrHihZxjpfoEpbEt4cwLjnau65qtly/PbZFG7dOjqvANOa/hl0dqgCyz3vzDapxcfZBpSy5EzgSB+8uF6bRsdp1ptIVrEbCfm81f2rfvBPHufFaPVb4M1XINA+Qg0tfTVk7uxT5QXJ39vgg6VOgpYRnmOaAL9PgsJw8JUAiKwQwgOMwe+bjGvZL/dFMjiyJeoB0tMqW2sA1OrZdj2A0Nq3C2opV7eWPUbrNWmkNAFLIjxQIHRtsUg9kdyBVIucMdLz5Izq5QnSazYA1KBUdKIECi3PaNYvqo6Z+03YzQvvee4R5DlD8LBm4MkiVuVxeXeU+6Tfj33sY6ccKQEZrTmnSt8CW9wfvqeqsstRziT0CSL+DJ6v5IOIz1qqns/vUSWtDzq71DP8WzyQwGONl7KSyfyeHijnT8Y18brkSzxOyQIZKPyvcUz8zZqTjG85Jq3J6Wu1/VwU7fW+bM22O03ylZ73vXieepZx7t91Z7my9eRxQnTpWkRJi7z4GCGIZNhNBaViJr+m/24h9NPEaIN2S2uA86b8USm56v9MTG8ZTFi3ChlIWYvIzwCQSMHrGlLwkkOF8CqDobqv37+SjzW5Wv6Mgwa1yI2VFq/keLDJGDF3XR83fFyjeC2TjjAI3NsrcEXaiofKq2eba28LLB6GHKYM9sa1i8bztObm/uJbCHcbTNay2L09+o23idoY1IgRcwGScG1SxoBY7hoPVMUcLYXuOR5sB3AaBK197z3rLkFG614JXjyPKP/nenijJC8CRLfeeusEkFiHi9lB8kBpVh4VyHWePFCqtyQPFN4hX3Ypc5u4v89IYtDwZ+M8EmZ9Jp8/K9f25zrNyn3Qfin5A6rAQDXZpwIoa8JlvXGBkB0zWiVjWteR4rCSP8mU8qF0jjy+uqeOd2+sG+9+32xLtvuwAEnVead9PNvUiNqozlMLqWYjKhTaAhet8FZrW1kDfk1H6QAgtu5iRKkyWwGEjgcqa1ckcKo6viUYzmQVcu8x2mljuEH7pSWWXvLcGoXV49fKpZ36ANmQvDDrjinMhMGRNxXSZPad5FGeKp9xmu3175XBkRZ6S+9U3qnquYasDXLg7vugnr72CQdOvfHMj2lR5X1i0lG1/qS2pKfIgGFc8/IBlS7pOQbyv3ML01gqPXTSclYZWzvxPLXCcX5jUc6GqZB5a1sh2Baj9R5Sx2RpegdQQugsbIpC1z4AE3kS2scgIObEAzVXt6ICd3PtrZjstCP2QbshBxouHz6LFJ72St2t5URcofv1K4XhVm0FLtKAcmLGKuULJE+ygCU/Akws4aKcKAEn7VdelI6TB0ofgBTlPLgXz6o+8dmEXgTQt7mQaq7s7v2CMdWbpTjo4qCWx9W3Pg5lakdONuKYlMEeSEnye/nx3IcICXlPGrckY+RAab8Ij5PKd8jzy6xvPFDca814czgzSaranub37fp0J2G7nufJE6Hd3VkNAi3vS+VGX+rq9HY5UvfaSr5lEKIyOYAqZym4Ym0xQ/W7Cne0wNYceDppar33Qbuh9OyIHLADsBIEpWLPa/RAkf9uveeWt5UtFjGJqlLWKG/JmoCTFLu2+l/ASsezRIoPQHn97JOUFwaBNFxc//j1/NzWVOpBFx+lTKVTAPLJBjlGtDyg0JrxzfchHyJyeQFQeHnhZYwIHAICUl4WJ8HfJnS4AkCdNk9T/r8Tz1PvhuoYBx96YXwgf0koRqy9auvHpdJbOhvGz2PdH1yceJuwThUXhskooKnj9F0MyfIS2kf5+1T0S8AV7ff//bxK2PbBeBXTVFaXt23QbqgaxP0dIFfiWSoN52LX8KbXENNvPErudXHy+5LL1OJB35eeMt2TdfC0X8BJbRVQuu66646+aysDRRaynkfnYBVT+iB1gd/bB7UKPKVsuZXNcT7YpNE36OIg9z74eAZ/UcWeyvXOc4xtvh4dv32bMzud5yrjOakaL5hRp2sAoDSGsZWMqe3yROm7jpOs6T88UBrbmOzhOqLK4Wq1raLTJD/VWMa7JXUnMcteEsad8WgECt2VU34SNMFkHL8URPRekitzEZWNKWWPR8o9UCSXewy55XKtcjTmEHyF1JcIj/f33DHV8WuPmwvtDNoNzSlQvLsC/QIf4lV9sg4Ms0YpxeEhrlaZg/TwJGDpWWfpFVIbRFjDquyNwmcgUvuk1LUfmeQ+Dv5a1nHyZ1ruqUcyNOeDIMcQGhx8fnFShnGYlU3FfNZLdZBNHhITHoha+HjGFrAjWuLxqQBMhq2RNRkdyJjaJ4OESApeXqqVizzPsAJOS0OLUOv4tdc5Di3RT9U73kvYLhvkCp3ZbCh0Ggg5SEjwBLPlNhF8hd57L9wtV5C6ULcUc65QLbcmAFDXY8YCa3jxkaLXVm2q1hDybQsAerv5PdfXfm66IXvntI6tELkzlr+/LDw4aDfkitU/8DsAX4pRs9cU/tJ3QBM8yXXE7+xncV6WKJGydSDVyudL3nVPU34YJJhBR96gZEz3w+uk2Xcs38I+tfM1r3nN1D5t5YnSd20JB4oYuNyLRDvZkuckYgZfPkPLYHCdlfdqGS8uH9zTvVqbyMwaZT5oM0qdJwIA4XEiJ1ZbcmEdRPk4BuBnrGEreUAW3UucEZe5FJGWB4oVNSQj8ixpH+E6eZsY43QfyZzao5muyJg+Pq65xyxlvGd4JblBdtxxY4kjYM4J4I4ecp/1TqnWvtPZdlVjHcV52I4G+kM5eHIQ5ZXAQefpiUrkzr68vr8oByiJ1FHGrIUnogoxz4R3yhcfRTESc3aLI4GdK09nvmx3q/1VaKVikOr32q0/t393xZL5KIO2S5WSSXCijwRdQi/gJGWY4AlZxBDRfilG532UZBogc+G6XiFO2s91WS4ic6AIKWDNUzZE+2S0oDt0PcAgnmMv1tm6v8jBlQORNd7YnqwlGPP7p3di7j75DOicQbujNBp9f3qeMLQJlROdwIjwCAq1lfSdSuC6JmMXfIkc5cSHOXCSY4jLmoiyBF7+Q+1giSL9Rw0onpvoCwaat9cB3Vx6SovmxrWlNHdezyDy7x6KBVjuJGw31+C0kP08Bx0+CLu7HGXryBzEnkidrS88mF6sSvmnQtcxWN5UOhb61P90JInjQvBqhy9BwUDEIJSx7szdqrZ5XAIt2u3P4NvKYyRyb1GFvCsk7sDQt4RfGQh8LbBBuyF/l/5+/P0zqw35YCYp/wNMsIYd1JO3d88990zfZXWyxAoeHvdCuZzBpz2vpbcfS1agyYtjymsmpSXg5xX/3QBjdp5m5ek5kVfalzlRtJl1veizypPmfc3Wr8VxCWj8mj1Kec736/JGYi85Na5/Nh1kBm2Pkg8c9PusbT8WmcMrJOMhtzqG/8nLzYXi0xDPdnkYHkNFsqb9kmuRZAjgx4w8nSPDS+0g11DnkasoWaNd6JBqHLsv2lY5C1L21owfCWoreahAsOshlzF0C7Pu1S/SM1dcccVuPE9LKTsqkZ57bdJ6hVlgIjxRDk4cTFHB2EGUd6S/WP8twhLw2Xe+JAQKjOuRO4IFguDoPEBeMhlArcrtckXvU89TWGh3tfVnzdCaJ8MlSGptsfQdNIHMOQZlMMDT7qkCJz7ZIF3/KAUPoQP+KfLqykXnSmmIb1/1qldNW3ialds9D7FSjOmlzI8DN9a8Y5055JgJGxChRRELoFITSv9RG0pbBonUHcig64LKM5V93RqgRNXU9eqdVfesjslcGhS63gHTzslZGXTy5F5fz+3FS+p6UoQex+urdyq+1DtmLGHcIfJBJIN821zMt/JkVuMaeYbaYkDpODy8GFnwGMAKQEGYHYOK8TadA/c1JoK1wBTtXQqgWgZa65iWY4B35Z4mPTfjvN4N5VR2Bp5cIfFbREcR4kJBAWoAJg6ccoCHcN8DRhwsOTP6FkXPPvcC8UK9s9lHnJhzfLDQxzscDxTWPkrePWQ+WDhIqsCSe9B8W3nPWt6o9BzRl3iL3OvX+6AMqi2WFQLNgDVoN9Sy0ByQaL8ABHyCkmQQ5rvzMknmbHUNcvrIN8JLhDWsd40VCnBB3qpcP9rpWwAdMiJr2OUkn5scKORRz6lzmPWq68iS5npuJCFbXm9Kx7kVzfPRfh8U3WhpDVQc7x4HlzUHsG6EuHfJjTAPU2qLx43tyHvaP2WYitBc5vkBbtwx4J57EfwpvibK4Z4n6i1pi6xpy+xuPMGV98d51+8FGNO1AEMAJuQf3a62kIOoNskDpTaSF4zs4M31SNB9JsfV+JcgqxrXaDfUi6A4VnCgmiG5HNfIaZJ8ARb1Plwv6vnXhMlXLwycD+rM5sjXXyZbQIt7Q1Am7vakcz3k4FZ2gicYzFF85k3RhhyYeLlZ/JIXAkqFdA+mV6Pg3drNqaoVeHJmczetg6kes1WMhsDSl+6irEJxvvWpmj4d10MIDp7Ioxm0G0pA0RrAAe2ECLAeSYDUf/4u4ROsLv3mOG1RkC5jCusBXghXo9jde+RyA6WhhDxSrA8+d9Kz4HWB7xVG0G+dl4VD00Prg5r+Y4BS8jngi9CGhyNT/7intaXgXV5cpgA+/M+C5B7m4T3lklHugdLvAZ72S6lnXb5EzAh1BwE8iWHiicjOVz4xykEU4AkDQaAFXsVoQV64Tst7k2Ma3mRK64gAC/ChzhGfCUzofiSTqx2AOkLkbpD8hW3d69sbD5eMabTRIyPpFPBxLyMo/g4wJKVTKBgqw0vPrbQBB8f6b42sHTtsl4oLsMIL5KW5a5rfnmTNwO8eKZLb8Fp5XoODDixhajC5Bc2LBBV7op4DBu6ZoIVj/aUQapDiq9yZCZYyH4Ote9T8eTLeXQ0WGUqg70hiZNCcA1Ge1D8HnkQAVHcnD9oNtdzcfIfXmQ2KQkRZkKen37ikPSHUlYyOJW+KEINIW+QJRaoPNWJQ8sgh/CxicMEb7d5npkujpEV4XQiFoDvUNpGeQYovBwe3yN0o0lYgUd91nifUM0BheDnoYpBxDzXkIW4S3tU+9zhUssdvng/vk3sKK8/TWoU+aDPKgRwe0/uu9De5rnpf4mG9P8mF3qvzBV5FH0MALITU3SOFpwcQBYDSd/3veVLIgAMP93rCv4w1jI+AJpGDDwdUugcLeLuTwse7v7DfnqOM15qtR4b84+Nsyph7aX1cA6DyfJ6Pm04E9+7qnQgskUOpZ9TzuXNjrUPgWOCpsojx+sBkKElyKZh5gGWJQq3CTBnO4x50uIMowgkoRBYlBUQB0lCMMI7P6HFmczDoCjGFK8Ns7qZ0oWt5oCpPmgtFgjkHUSL6CubyJDhntpZbOYFTxoY99wtvR/bjoO2TA6XKu+IgHE+Ou6gFGjTw6hgGd8LngCf3bKDQRXii9L8UjntmpcT1kSdH05yl2JE1LGg3PHRN8goBBtybQYCZQfCaK3fa4gnl8B85Tx5SSKCJXvGEef3noRGUPMDJJ0T4OSIMFQoPopjdCHP9BfBx3ZZy53Xx8EQxbXrkPO2XUuc6H3joGU+oexHFU9pisIif3AGg4wj3wiN+Xy9xIN4Ub1NCQN5X/WaCB0aOe1FF7gjAGUCbvbgzYAU+JLpCErkDHB9nq8jJX5wHUYAnVgpgm+F+Pp6m4iDQx1t0hi89k3m5/ryeauK5yQJKWjQZ8ETYzkP86l8HcXtJGM/QnIMIT3zD45RbmNEHfg81ZA4B5HkObg14aI0XKEbnhdNOwhYoLaw/B1EuRB6O9ES0DAtW3qKWByrDkR62610jPWhusWb1dGeyygOVH7ec2SJYbv0M2g05kHfy3+TjcJwDKoAElqZ4Q4qBwRjrGKXi1rHzuX/wtGor5aPzBKzEC1LouqcUvLbySLlXCF5zpcVAQjhAxOKlKM9079M3kPgRqz1DAy7nHOtea92rMlh864MFskOCbcqa66+0gj3E4IDJDRX3PAFq2Q7wtB9y+ar0L2Mbxr8DAf0m7xDvjvha75ctfAMQQObQyeQhwps6XnImGZOsCUQRUpOsYTzAqxDGNIAco98dDWz9HPeqss1QeDov7rNcJwdRyDXgyQFTpqggh44Z8MhiRFCnyuswVuDJxzD3PtGX5DxxLdrvqT57n23nClyEy9Nzm3KqYBXfz2TJVEYwgyeLcV/3QFHIkoGeRFOQOgyD8tK9vPR+ywLx5/HfDqy8T0ScX3mi3APFNi33yttA2Awmp88QUF/8OL1Nc7lPruRdiDx51wVv0HbJ+boK3Xkype+Hd7D63BJjgEcZAWSuuuqqaUvZAAbvlN205CimJ17Qgr7aasae9jGpQt4ptQc5VkKmrs+9AU/kVOBGRy7T++Z6IPMkeXYUNyUN0hsFWPI+rby6Gfqn79RuTWn2PkJeNLARZqjAUy9s5waj6yUPmQ/aHVVy5vwDeU5vpj7wbl3WKAKL0UEeL3oZXoAf3DkA4BAfip+RNengu+66a+J1GS4AFG+rAwcHTx6+85CXCJ5mv6jKX4beFOMZxgYgyiefZPkFgBPPiNcKEIOeoYyJvEb0JXLUAk+OMZBNL4Lpsua4gRDtXotkJtNBoHX3RoHuQJx6CN+ST8OWB8T7oe8whshfvOcx8QIID5Bj5YO+Dy54bkDs7nJPT1qCJR9kEljRNxWI8sHOPVHu6UpPG8e4Ze3gL/MwKvDkiXYZJq22hGFp56g9s1tKJZUJqk7Oo9V1nKd0LKFz7SPnwq1lgSjer0+99tCSu/n5H2AhhclCvwJDHl7GanTA4MYQJQhonxsRDpq4HjzKb4AXz+TnI3MeWkxA6gmnDFp6DnnSCG1Krhxo+uCJRUt7l3h53VDJ0J7rlEG7ocq7m0aLG7Ku8xnfGBf0zgDnPu5oS9qK+FK/2ZI368U3q5CU63BAABXEPbLi4Tg/lnFNhC73kJ9HGHI8S2dFbi+z1Bu2jNnqC0KYyDSEfNIWDBV3lACeZLA4eMpJGtnmjFbRB35uRo3Yv9cimYna6ZgWpWXmAKbyooDcdW0ssXy57mJ0tzxbR7b+TI623eJjy3PhSWsptnwev3b2XeWJcq8SlErVQSfFAfVx8OTuTSzbbDOfHDAc/GX78drpO+9l0G6oB5AcQM1Zh+5RyTAvYTxZrtrKK0TSOAuI6jwUOrlIPuDjAte5hMgJ3wE6UKbwkH6jtDPM5fVkmGHn1iP3F7nlWfUDWw/t6zuhRc/7EPkz+sxD9dOdd955dIzk6uqrrz7KnXDrnufhHbh3wQfCJXp1zlgdtD3y8avySCaASqrGIx9L4GXAteRCsiN5AfwQQiK/j/MJwelcyaX0u+RHRWO1ZdkiPK1ZwBi+A0S5LsdbxOLd7oly8OaAzmXukgAaGd7LhHLahTz72ELESM8BYZDo+fW82vqqBBV4yvfhUSZ/Bv+ftrB0zVK6bF/MmP8zCLClc1GObGEgZuzwYhxNo2R9AKFzHE1ikYrclV4hVqzjSum5YnNLpQqt+LVbnigQMMg83fy8dAAWFg3noLj1rIAowJMzfrYlf1eASsR37uX/Ddo+VfIicu9T9eHYynPlIT73Ijq4EXgR37DEA4odTxA85rNiuT7KF/DhuRZcH0CGoneedGVN25x/MR5QytSx8fpIXMP7zJU2ClKEpxvCrc+UbWRNA5279pEDZtz689Iv3M8BHvosdUACYX9n1fdB+xmrXIYqGUtyTxReXjyhyIAIXgBYM9kD4178p4+Pbd4GxgX4nTGA2og5+w65Q064r4cI3YPGOVwbvnUPsm/PFaCFscnHXpwPIvdgI9eE74g04b0DTPrWZc3BUD6z68rK6dEDW0vosn3GkH2/iMYDjBiYWXVdW3UUIQW2hAiY5eBWsbseYRDdU8dz/3SlZyd6WyrQ4c/Fd7fuYbSeK94pkxO5F3FfQJSDJ8/hwjohl4WKzclkaZVXz+2/XUBwu7r3YdDuqKeoHQRV23ynrkg8N0gkz4r+kwVLPRjxjv6XlSdFzowyFDv7mBEHr2ANQh5SI+wlUt4GeRfMAHTFhRXqvO8hMGTKcyJYWoFnxdNE0jpyIN2hdhAm4J6SG30UkpOVC+hRW3WOQNQrXvGKaT/5IngE8EAlMJoDPa5DvN8GWNovtYyRnLBQGSsVpTGKjqZgJQnk0uHiIW0lU/LgUk2fMQ7Q4+MaBoXa5pX5q7bB4wkw+O3RmtQfyJuu4fINOHzL8+H99ET5FtnjHM5zjzb9jLeaMKSuCWhCzqkK7mG5nrw4eGrpRP4/MfCUSL13TP4P8vXvnh9FvpJ+Yy1mrSe8MZ6nkfd2IJOz0CrwlACi+ogSWOXz5nEtT1S+SJjLk9tA5ITwuD6eskwUdKu/Zc22wNPc70G7IYQ4Jw04VUZIvlM/BkXW8nAA/JWUSq4h+UvUXGI9Ry/ECZ/6gONtRMbIwxP5tGMRVij5IiTdpvHi18VYIVFWShePq59HnoeDG/oDo00fwiJYtm5Fe1FckYcuXZardyLKpON8p+614DpDvvZDS8etlpe3dXy+R/fyMKkBnteWMJrXUwM44O31scPHpcowd4+Pg4cck5I3ka1qzEC2fXtJAA4/B4Pfw2OAJ/KPSMfhmnjU0qHSip6sec+t4+fA8F7XtlvyfyoPkSd3ah+Z915XA8Xq9TWYRs3LAGw4OPJEV0+o5mWlteAeqezc1ktoASgHRN4mGCKvy3GV5wnASDIeCJ1jfMVvB0+VkqgYag4gbsK4g9YRiZfkL6SnKWUsLSmRn+P87NYW71PfMUDuuOOOab9mzon/NMsFYAHoQc6wIMnlQKY8x8lzFmVZu2eI85BZqpk7oPNZOW4wiHyWjGb26V7yHJH47jWYvG/RKUxM0W8drw/PR9/pP5Zx0ICGFxvd40m4Hgb1d4CB5zJTWfiVkTJo95SAqDeGJXDK46txwsczbQn/4okC+Ese4FnWmQNokAcMkEIWyWXif59lncYCIN11Sk5S8rqFlScOfr7UjIc0cjLKwfkY9JQ8QdZEeKhEeIVFmSZQeZt6ANh1XSVPSzyJLToVWb+J1HkQwBSuR1yVIl6wVywl7OCeF3dxumfKlVci3DnwBFXWpoOwfNmuKBNN57kOiDLBDkZkEKK9GWqsgJxvve+rZ+vtG4p9P9Tq8zlhb4F4/693bapuEx4mRAxgoDAmyaDMJvJ8DLy7DtLgVRHyCHjyQp1OXtgPXYBFnTmCGY5IOXO5TplpAVMRFjOAyu/BcT5YsvWJINnvlX5Jjzn/D3k7Oc9TT+f3zvXxzPnEc1sJVznAwnCiRpvkg4V6kRdmsYk4xttRjTvO43yI6rg3139n25GnS0N28ruPYxBjWY5rrhdoj3uMXX79GZd6AfO9bcsDtTXwVIGf3nEtqjoGRsMT5TVQeBFZN8WLzoHUeSFYza7EQLcZzuu9nOpl+jV56T5rIX87MEqw5QwKk7kbFNevMx/XdG9eWhz5DC5g/lyDToZQXj7IVxZSzmjNnAW28Er1rqtEUBS8F7BEjmThkjdEXh0yg3KXp0bHaVaa8zVeIg9Lu+zK86NzeU6sbi8cixcqKytXQBBZca9YNWByDUIlXm6A69A+6tfQR17PjvdEbTkfFNN4crnOdg/52y8tGTTnxq3etaEseZDjGp6olAsAE1tmnZEnxSxZ9zrlOFblvtKmLB+A/nFAld7qc8Xsco/y+DY/OeZxH3QJTgGMHwdQ9J/nF7tu7BmGGfo/rpxtpc5TAqcEFRyz9Fq5dRBVead8OjYzBAgZsJ+XhAInCQ7l1vIg5TNVba2e1a3cyq1Z7UtPVOVBcgXM80N+3Xx31eC79B1UtIkiGbSMWq7nNQo93/MaT1XLVe+lEpA1N1Rc+ek/gQwHTSlPlbHg90+QgWufQSXBk/92Be1GR94T3eHHeS6hCC+viDCHhxt85iJ95QVvW3JcyfgAUCdDLf1evZvKSbAGXPnYxRiUYxzAnITtrGouItqi42TQ+Kw7ljNywFE9b4Ipf16XG7+Gj2+XBCiqxrOWc6C6r8t55TnOZ8k8LH8XeY/q+ffqeUogkYzlHZ0DdrqmWy80Hyy9KJ4kXiFadw2Cwkl8xaL1fCf3CFU5Qq02pnCxP0MEbLOwF1v3QFW5D3l/2q42wmT858mu6b1LF2zvPQ46OcpEcVeoDjzy3fr5Hs5qhYNErpASjDjv4r1i6j4yRg4i+RaSNR3DunrMjtF/5B+Rn4hMeJ5RKjC8qz4BwtubH5/pKvICfOoD1ckhn4SBx+un6aOkefSBSNY9/a/rMUORgU/5VvSPbz230UOKDgp9Rq6/j0H7I9e3yIl7BLXPAXaGeCu+ZT/Xr+7HMe4AYKkSBxg+XiALlDPQLFl9Z8YeEzp0DWankRtVTfHP9rQM7+p5Lo2xqjWuJWhqUXrIvG1uwLicO/DkGpVhUgG26hnX0CrwNAd2WsxUvYCWJe3buf1cJ2f4OFDgHIAWyW5e1VzH4J3CE1XNTOL6KURVuCvBVSLu6tNC5ZUQeh6XP6sz6BoQWLV5KPLTQcnT1Tut5KpnfTlPJX+1lL7I3fieWOqlNJAHkr+1dcDFPXyVAX6nFe4gwwFGZayJkF/u4/kbEHLi16NfPa+K4zBQaAuWP8DH303eJ+U65XPQyVKlf123i9K72XIMpOxV98r75n7O9fGH9rjs0RZ4k8kMbJUj5XLpRrYDmmxbtjHH0arfzs18Ejy1+sbBqztaWuCn164KgOW4lm3Zqeep1TlJLYDUAlD54nqMxXmte/iyDv4dkAFTUc3Yww4oXqxR73y/zxyDeHw2lXTlunRl7vU8XIi8ryrrwNvm2wSWVftboG7QyZCDCefjtLLSM9US/OSBFmDm/9z6OYAY9rMGHDzNgqgkf+PF0W95fXyNL10PrxWGS2X4QJkH4rOLciKISNekPAIlDTyMQF97WFBt17H6X/3PTCeeH12i7zwDy70QvvPp4S2jib5NI62l99wTMmh7BEgCZFThtErGKhA15yCYA8298TKTzD28zCSpXBOWSR3USCTk7R4jrl+Nwcm37iW9JCI2nFONiZmOkn1YjZWJDdJr1TNW0kjh/BZY3HSs2zhhvKUQnHoWsn/PF5eenKrTep8Kyee5mSuVnqcELJUg+Iuq7r8UyfZQcbYj+6jVlxBtawHUHnCqlPqg/VD2PUqrAk9uJc8pcgdClZLJa3ueIbzIpxpckCUPhbGsD0nerC+JIYNy9etVesLDd4T+ON9zM1qent61/bfnR3E977OsHeVKnHMz16llsAw6WcqBHhCVcpWh8W2ApxZf5jjVIv5PeSMvyr2kXostgUyOmcmj9I1PVrqkADqt/vVrtni+BSx7452Pj61xLZ8pr90aN3fieaLTvBRAFUPNBi9p3NyAnoyc4YO0XL2tVEX2GhMVAuc63uYceKo+cUTu1rmjb39RVRy4YoAq3MB2Sb9WA0Z1r3xXQ7GfLDkgYeYMuXqQhxOcLypvVZXL5F4Yd+Xrt0+zzzow7hEjDwjyOjUsMoyO4FxAlKp3JyD0Z3c3f5XwTS6V17thK++W51wIsFHo03WVW/EMPLofdXe8iC6UIQQs7wwV8lwtOc/v1e9BuyV4M2XLB+fW+/IxqQeeHABUY6LLVgWGfExqjWs+ww75JX8Kj5Xnw3It7pnt9jEKGcoFvR90fqFvPF2ZA1WF3Hwsr8BLC2Tl71Yf98awSraynUucHRsvDOwAijCTJ0BWnbBkoG91usiVV1q+qeDJV3AXPe5Kn6lTtdmpZ7m3+sWFQd895ObnLQEuiajzv+p3RRn2a/V5tovtGmYatB1KaxZ+Zd3CVNiZlJkJqBV48unF2hL2QgECAKjjlArdf3sRSilYtZO14phiXbnu0/hBznPgSu+XA0DuD+DxkGd6hEXeN/SLD1g+cPjaXLTL+xDie5VD5e9n0OkjeMSNXX+3Pe+hyIFIDzxVIIL/4EXkii2AP2sveYqHOwR84lHlcc08Ku7pssB/PgZzTc9DFHl+sI/xS8e19BiJ8jpO3nb/nv/ntrrGnEzvJGyHggaFotCzmFUV7+zF/v2BfWpjnifiJXvtF1fmKEOuRTvVZuVd6DdWJaiZLflPyWQ9700+s1ua+XFmnJuJkCCmxZh5bF6jBZzmzu2dP2h35OBBfKHaRwIjqpskQML7QKEyWy15K2WMc5x/skYLfMhvJXvLU4Qidw8NRTKpBSVSOzU7TVvWm2NWq4jn8SVYqPad/Jd5i94/bhSQb6TveLUICSLnknuRA7oM8/mMHgc8GTqZyz9aa8H6+2nRWsU+aBkhJ3hTEoCkse3jXI5T0Ny4lufx7smZQx7Ew/oga3h5HTwxrlFRH9linPOCtYS33auNTOc4l2OWR1RyfLvUZgGmQyWNphy3KgdBtXWqjm8du5S8T3ZW5ylBgHt0vGNzeqV3eIIhpx6TOXLFYnWk7m5Or7ztIK8qY1+FIaHWLKcKUbeAUx6Xx/fQenW/FuUxldu5Or63L5l70P4JoKFwmD4OhMSfHoZ2i9QVvAhLk+/aD2DwqfT6IB9K+BYgQYkjY1RA1kcAS8R5WtIFEEVhP9qrYzzEpnsIfPkivbQhjSHIjaNKn+QgQFiG583ZRhyXYQcHZ96uljxsasUO4+TkKKMbOQ4QFvb9XinbZaxnwMJfPja6l8W9QBgqkgt9KLdBLhPX8rAdYWrKgfjC8P487sHCAAHsV5M1fJxqGf2XFOH0OY+d901Srx+XjEt53K5oddiO79mpiTZ9X4bJMvbaui4vIF8W5C53B1AOnrgfdV1gKqxer0TuTJYDVOV1qsCQtxfh8mqvztBeibUHJrP/N3lnx6Gh3PdLqbhcnkhWFsGXvtCml64Q3wFQSIRlvTzAh8+Y0W+AAgDHK34TxkO5YyHj9cELxorwAk9YvyJNoxbJKtY+Wcu6h+om+VIv6a3m2umh9YHLZwJ5LhTy7qEUD895OMI9TFj5Dp5E6AquRTtasjJnwPj7HnQyBJ+J0otCzp7n+6TDIEPeqbPdm+uGSoKMDN9hnHi1empA+bjmazhi9LDN8HzmC2d5kDQAqjHOx7VL7V7ptes5SbbxzrY1bvXA3U5m21UelcrjhEJPMOUMm9dLz1Mi9hazOYhyy9TBE8XCcgHhXI8rQ4PpdfKOTo9a5X1Li6MKafb6+jgMuIbRljBcFcIctF1qKa6UGXJ9UO4UfqR+kheE9ZlgGBfpoUKRkoCa+UoodEBTJqUjQ4QSCNsBrLQFPAlc0W73bqW+gNzg8AHE5QdrOuVaRJjCvVgt48QHmAzbec5G7m/9PwDS6aZKztIR4GvL8fHCk1UYz397fqGDkAzfYbC3DBXGRAdzuVRSyjUy7HmG7u3q9UeO9f48l1g4rwecKnCyNqqxZMxpySX36V1jrYxuVGHca0xI6eVMHGKr/tE+jkHBoRh7KLdi6rRKuZYvwwJ4goEAT57bVKFoGNuTVH2mg3f0XPtaoKkX2suXvfbdbHpe6zfv25OGB3jaLdG38KA8Nvp+1113TSGyVFAoVV+z0cGQyIGOe1k8sZp7injXfOeeFZCokrBFPqO1smhpD4MDYUHPV3QZwvvk8k3ZAw/lo9h1judXuQfKrXjagp6qDBqu3bOmXR85DeB0ein1GyDFDQ3xD0uheCkAJivkWJLGdOr/zCtysCWCH/mOHDC+ehTD1251L1iuZYccZs6Tz7ZzyvGNfWzPFStntHKiWvw/JxebjGd5TuUUqAwlgCS4Zic5T6mkPDyml+DFxqo8IRQS16rAkmfvc2zrU+UZoGS5JgzeCplVXjF/1upZUkBa4Cn3V8dn271vkirG8PN8/xK0ne84t9UnQxyDtkv5XgEIyj/S91RW+Z7JyxC5Eq7Ak4NhV9p+DIrWjYpsL3zhMlkpUZd5H7jcYwwB2gBO3j4oBwOUH30DmMxBLMGSe85cPlu6qkU5CC59z3M0ANhuKEGEV8iHV9xbk2MB/OjgvvJA6T+cBfneK77y8Yf96QkjogKIyjBdBeQ8r8kBot+XZ8+xNtt8yYyToDqv4vkeb28iIz1nQDW2JoDe2fIsbi3S6ViOmdfknyrBLpmMcxkcMtkt0bQP8mn9OiP79EpfrdmBCv+7cnWh8mvzEvKTz+VJuM6svf71l7sUeffCCHPMm33YAks++wMvwaDdkb8X+ly86GECT2oljOA5Gq7Akjdb4Wpk2AcREddx76PLRiUXIs+zEnEvQA2yiJ5Awfu0agcyXoPNZcxzl0ToEoymNFDS+nded8+X6xb3arXeGc9z3PeeNMDTbsjHMyZCOK/4GETEIsveuOzAyz6eZZ02coQc8KQR5J6QNHq4J/mPtCMnNjDuuRy5sZGAYQ7U5Xj3FrEOXToYklrj2SYeptb1576nEef94Isu78zzxGDq1l6izipZ3BFqBZpQhJVi1zGsS9dShLSN/W61wsAeivCXxn63Ql2Zem6Hn+dWKm59B0lzzLXGOl2C0CtU3Ts2+64CUfqdoZUBnnZP9L9C4yLCTOk9BSB4npK2bi0z6HsiNYpcv/Hy6Leo8lKx32XMt1Dyuyek0n4vC4BO8GWSMt+I8wEwItcvgDFvQ0/BO4/nfvrC3wP7W6E5+objXT/0BpWelezfjwPIBrXJPU4+8cH51T++kLV/Ejz57wRNhNh8Jp/zqMjBk8sxYURkhFA0eYWMRZXX18FT1khMWXP+Zetj3SU2dmdo3smNqup3HrcNSr1UgSfHMnx2Bp4SrLhiTVd3y5WXoMm3CZ48L6mKKWdnVR2FxUCsmgEFZetADcXos+14Tj6Z0+EvI4Gjgz7a6y/KQZpfx/s6qVKsPYat9lVAKT8uTPSB+k+5N5oZpbwbQkmDtk8OKhx8EJJim7LmniO8I6lQfYYMJTx8VlqW8EjPkudIpGJFrpRnpAGCGa14qalRw4DCIEICulaIx/rHOPOP9w/PmbNls/4c6+i5ceSeowwtuF5qWeJOyAnnudw4APPjXQZ9djBbjqO9oquuumpjfhrUJnjLi7+64VBFF3Jsa6VnzHmefJZahrl87EnPLrm7up74W1vJkIfvMmE8vbpcG2O4JWvcMz1pl1566ZHOQFYwiJADzq1o7n8/Zm7/nDOgcna4w0PlIBjbdgKesnFYgK2ZKxVIyk8PPDnTpaXt92p1MgyDFa52Yp1qP94yro2L04v1OUjMEEWi2bRO8Hj5QOaWawKn7MPsd/6rgGIPafM7Y935TA4SM1SJcoHBtB2ep91Sguk0WFzB5XtvyVcqdBQg9WE8sRpKb6SDJ78+s+p0vhS5AJRm1ek/plmz4C6WsgMbEuKpK8WyEm4d04Y0sBw0sfgwhTp5Ppe1zGusQoQJnnpy6UBHx/mSGFWeS1q6Ol59A3BMA1DXGeBpN+TGIe+Dd1Plv7hcenTB/6u8VS5zCfg9bOd8VwEnfXS++Fr8Lb7RloR2XxS4CiWmxwlDJZdcyjHOZQ7D5Nx5IMcC2e4UaHlnsy9b78S3rf090OSffA5/R4xrcgjsFDzNPURSBZjYz4P4A1XhO3e9Z8iuRY6UCWWwQjoIOZkMV32rSKYzsj83LwLwxTkwk1ufDsocvPjzt/qyNVjyPb1i7oKtAJMn6KI83Pp1jwf/g9DvvffeAZ52SC0XeHVMdRzvHrDO8f7Ru9R/2orv9E5dsbsrHj7Pe7ocYvVKrsQrzAp0/sfgYgDg3iJdk2rmHqJwjxGK2b3PDijdw6QBhQKCahshGdqd+ZnOzxk+cdAmAuAgJ5nL6QaIfnuoG4DkU88rmct3+4QnPGEx/wxaTnP6sXoXohzLKs8GY0PmGaaTwMe1HCMqI53xSzwumdFWsgSootaaJ5A7wPHnJBXD93mY3Z9B/3mZn8NGhCMdAy3nQIUfWsDIv1fjXr43H8/cM5zOGj2/PN6bjGsblSrIjsqHWUoVmHLLMBPv+N/PyWtV4Am3pphMHat96jQPU5BP5cuzwGw8Vz5rCgn/oWRbA01auj445f7q3hUzeWjHBY8tjORLALjb1qeJpxCxT1aOmOyee+5ZNaVz0H7BlYMOP7alkEUuayhbTzZ169jd8ignZEdKW3wi5Y5C13cfNJhcAnloW+SeHwBgJr5C8CGeApZh0T3lTaN4KN5Sru25YeRZce1U8O5p03c9H7IjIjyJsefrkel43ZtK7Bgg+o6S935vhWoH7Q88ZTjLeWDOYeCUgKpKV6mcC9m2vAaGivhO3lttNfATMmeZFs/HwsvlYEPbDJFnWB7ZIy9S12bMPCxmsdFXyEo+ez5fbnN8y7Gv5QlH5gCDFBd1IwYZQ99IXnWcFiiXXGq7s9l2c9RC6dXvCvzwqcogtF4A51bXIjxHiI7QHYl2KH33ELml61ZAz8LwuLKHENh6/QuYjJfv4MmfMxmkChs6QznyduADmIKR3Pp10LQEPFHIUII6lPruqFLMFdhuHZ8g3MlBvhMKxnnSQZIbL3lvvLYUu9T/soDxQiEjKFW+u2L1trf0CO1IBYilLXm78sorJ+VOiF5ARVtf4Jhnq3KfULx4ppAD7uUDDuvoUbiQ/vAwJV44ZMeXtXGQm+8/B4tBu6HUpQ6kqsE7B3ffJs15pSrQlLKVhjXjjPOleEw8z0xBr1noebeVYwN5BAxVHidkjFm9hMYfeN6zSzgvvWYu3/7bny/7OfvbxyAfz3wpG8YmyaFkDPlymXf95c+lY+QM0FZhu72Cp0rQW94Rfuf5S5jNfy8FTx62U9tyiqiv6+UKHfdkDhbpafI8kpz540m5/HYm9uf2a/m9EBBi8Xx3ZqLfYSaUssfu2Q+Tofi5rhd9a+U8gep13t133z3A0wkBKAc3LWoBkvRCpew6McPPXfh5DzcE+C1ZE1iQghWgkYIVeY01ZDPzMeB95z9vqys+5Jr7XHPNNUeWOAOBzgfoYxwJTDF5RMfnYKG2y43P4MC9MYJIMJUsULyUfsAjBWjSvdWPUsra5wOET8po5WgM0LR7agEnN0h7IGqTd1WNYdX/zptprIuvJE/S2+Jj7ccx4JOhPIcxaz+xzw17H9OyPANLNpEf+aDzoUHulxEXl+kMhYvcSHfjP8FSjm8+jrH2H5OYtJWsaT/HUHbFI0rkoOkcySmG3RpaXapg6bHeidX+3Of3SKaBlgInER3hXqdMhEsQVNWkyqTARK+ZlOehv1zaomdRizw+C1PhFXLQ40zGOQmSSFrleD/ft1l+wJVGfsjVUFLvGoQ+aHu0FEA59XjOr1ntc+9T/p9tgR89CVr/Scl67pXLmstNWq/sS6Dl4EnhCSlvEsMzx8sTQ5Etn24ucs8rBoSUsJQqbdE5gCOBKxS251kAzDB0BJokZ4TtfKDwgaMaNIbHaf/UkpMWaFoCnlqyM0fVOOgfvCkJPhxgefTD175ML3LLGZCLIQPEssTCOavpxtglSjDCfdyrhMwhMyknjGN4e1lE3EFTgif38jp48mdGlyC32idjaSnG2XrYzqnHTD1l3lMYSxgxXYXsY80sD5clk4HUPXE8EXkFmlogKhdddeXoz8NAgUAwaOEREiPAHHrRzmTpvkzrN39X4AkG81lN6bpmUCQMUbmAB+2WEqy0AFTLu8Q18pp+7epefhzXSoPA8w5IRqf0gCxVHeuLcfNJY8MNGJ0nUETeYip21vRyIOdJ3HiVRShZXROvkq4JyHPAp+1rXvOag9tvv/2oT3Ts5ZdfPv0GJHFNGRO+pZ9Q8O7lZaBwuWMQcXl242jQbqlniMwBp0qX5/nHbRtb9yjzW3wCCMB74jlRGBUsU4SsVYaLy5bnKPp4hkyds3QVCF71cbdyfrgxjmzgzSV0hqwga+QsYrjIsOF4DBTGR18T0PMKsy+9nAsh/1YB3K2UKqhe7Jzb8Tj3WEreMQl0sqBZLvDId19gNRF65lr0Pv78oGh/eakQOcc9TwwEPjtHTALy9qRVwBQDV7VN8JQ5Tzk7IfOr3MLWNYdS3x0t8RIluEngs/RaflzrvARY8EN6Uz2kRh0nfaTA+S0ZY2FgZgZ56MDzmJgx5yFxl2FPOndeFRFWho/dbS/CqsVw4XhkxHMmUO7IB7LEPkATU509URy5dZlDnlv5hQ4Ch/dpt7TG09DzTFXb/H9tO3KwdwCVsgBYQuZkJOg3xgKhNp9N68aIf/ffDpYcvIkSQKZjAHnOfCf4HllgMoW2gCMMGmQK54GDJv/fDZWcyepjlUem0B/67mPo3jxPa8IH2ybviFYIrmIqn4nD7ASYi6KBmYeR93BAlejawYaIF5IegXR5+m8R7kcpYSloMYiYC2ZLN2Zv64l1DBzuNvWwpoc3/eMeqKHUd0tLFe5cSA1QhALj/7xXXqtlKHlIyZUSoIf6Tfpce+21k1xdf/31RzlGOua6666bZFG1i8iJEsGDvqSKCL5z44Y8RnjRrV2uhXWrLYYSyhyLlrwsZAOvE/WmJD9KKPVQQs5YRRY9hIB1DNAClLlVXL07PM/et0PW9k9zEZLqeN/m/jWUcppjD/yPAaKPvKKSNeX+6bdkTPKGxwlDJVNJMpTlIM3b4ARvvinGCwdPgK4qdIc8SLYouiwZ0/ZVr3rVJDOMc8qvJVWErRsznteUIfE0qLwN7jkj4pQ17nYCno7jWTouVWjcrVZP3sZ6zY+Yzj+ulLF60yWZ6J/nb4VPEnhxvG/dm+WeJ47xeLDP0gFQab+7NX3rHioHT5nb4aG6zLdoAaiRLL5bmpOrpQZLC1j1rpvfncf9v0z0xuOEtUuRTG0phpkyKdnzIpkO0DEmXMmjoB38M+Mt8yxoN0CH/bkuIOULXLawejMnA29vzqZDoafsYS0jY55f2JIhzwkZtHvaRI62/X7SAO/lIzFGIUOSNX0ka2wBVDgNPE+pNxGK7/7MFYjM728K8JTXr873nF7JhWSGPEMMFsmXyge4pwlDBdnzOmnVRIyecel6IWu9nWjO07Y8U9VLztyjDMl5DhO5DQ996EOn70LoYiRVINZ+MVy1PIVbvQkgep4ZzqkY059JlGsa4UbkWl42no+sYmotuZvTrV8UuA8yFZNVuU0pLClEPN+g00fu9UzeFCUI6hG8CP9wPoYGHl0vzUHhviuuuGKSr8c97nGTMpcVTNkQ3Z8lJQghkGdE3kOG7ZBx8orwwAJY4GcRipv8DJ4dXUGCOc/DMkOSG+RKMoaHiI/uiRWMZ0nHqe2ylgFf1exEB4fcl/cFtWRrTVhp0GY0F3Zr7duEKgMlvUBVbq2H5xi3NGZdffXV0/dHP/rRR15exjkvBu0zXSsvsvNfGjIeQmb8Sw+Ub/Hw4mn2Om66txtAFKfU6gKSvZtvvnka5+68885JtiRjyHk1jvUM/Z7x6FiCtBoA2U5n2y1lpE2AUwU00q2IxevLtlQrXXtiaFq7KHyP8VZhuAxZ5b4ETW6pp+cpnymt5GRan23neU+EE/BAuULPnCjCFi3QtBQ4ZX8MOjlqKYXWe+G/aiBuDejuHWW/Pj6xgmUaXNZk6QocCaRQF4aZPjlYZBvz/nh5IEAM0//hc+dJBoh8XiZjiNz6hveRHQAQckceBSEGfcfTRCkCZBDFnp7lVrmHpTQA1P6o95420X3Vu8sIRhZvzNI3PrYxjkm+BJ4ka3h69Zs1JZHTHOPyWapxwD1JOXmhBbgO7TfGToIblzeui3xROFYypS1hc/c0VR6masyaA8G98X0nOU8txbuLgTRDZCi7nDrps3YIv/kW65WYr/aRrIo704uIVZa7u++r8FaCDh8E0qKA/F5Y7uRi+L0AR1LaYiYxltC5fr/yla88cmtikXuCeG/ZB1HLO8F79e2g00k9sMS2SpbkXOd1P8aBGPKBEcKHkACyhELXcfI8pUwyIwheJHzlYWuRz4wR7zv/YzyIPIzhYTg8TsnflE141KMeNeVaMagQQtN9ZO16yQ95t3TfO+64Y5K9W2+99agSsZcN4V60yZ+TPs3Q/ZL3OOjCozRiUu+zdb73te98zMLYx1BxWRNo0nfJmv6TB4qICjWYXB5ybPNZ2jnbOg3t9Dy1DK1zxufkKFI/0Z0MhOokc/IsyXP7spe9bPI+yfOk/YxrTE6q2tAy7ueIcZoxNz1sJ1rn6biuzETkKEif2oxSRkn7d89hQnHzv+czVS7MzPvJOhRVuCs73PNAWnkkvDjPcfABza1fn6FDTgaFwAh5ZD5GFQPm3mx7TFj9HrQf6nmRjgNsXYZb13Heddc7ORR8pLA9r4J1tVD27mlKvVF5Pp3vkTEW62SLPPj06So/pNeHDrj8HJd19zpJrgSg9KHYpYcQ8p0t1ZFr3t+Qw93Tcfu49d57xrQDfgdNACVtCYUneMJQYVYd3qYc39xYFlXLmfjsNB870htTeanP2T1yLGv1M9dMr67knCWMfKKFtyHHserdLX2X7g2ba/fWPU/HoSonKMNyHjsVQzDVmXABSrsKx6Egq7woLFOYR/9j8bqr3ZG5rwGUrj2PUydoasW40w3qyNeBEpa3LF+hdOVd6LdQOol1nuNUVSBvMdpaxD5oP9TyTqwdcHvWWVqPLnv6To4g4TcSUZmdpv06BvDkZTMA/J6r5NYu8ue1ynSerE3xtrZUBtd+n0LN7DxX3Gn5OiAibI0R5Z4h2oIxpo+Ut+5PCEHeqBe84AWTfOm3lzjI/k694BNBNvXSD7ncP/UMyiVjY4a6W+MaM7spJyAZ0z6q5pP4DZByLy5bruEzxYiY+NgKD+ZyJoSqMRZ8fMsIUOV0ONfwZnvfpIPCjRJ5neTZledJ4xsJ4uQyZsmObRv4mwKnvSSMJ1W5DonIM0yXITjW1CFs4J4nGNNnArklnS84LVa2gCemQjpzVecC1NKaFaUbtxrIXJn7lOicaeczgqqaFq0ZcxUNxXxh0iZei9Y5GRrH+CAhFYWuMEGCJ2bR6bfXWiHp0q1MN0gAWZJlB114mARSFDKjzYQwWlOp/Xf1/PqQQwLIQdY8R8oNKs/DIP8CILZmwkR6+gadLmoZFf5fGhqpz50qZ4CHmH2ChS93QokPcgYpq0ORWMCRj2+eFwUPu9HsY407A0gJ8RxC5Bb+9hl+OevVvayHM/Xh8j/3OuEccI+TF7dsjWHbkqU1nuITBU+VwkuwlMwFw1AlFU9Ty+NULfHAC/Bwm/5nEcVM5uZFuaL3eDD/e2KfrwHks+dgQu7J9b24H8e5QvekWDxOQuTyMuF5YjFDVmdPYLeppTvo9FB6VVwZtrxTDuxbVlUaKIAlyZKq7Eq+NFvHFTmJqcia3xNlx3VZEw7ZE4/qXl5Og3pOlAlgyr943w0JEXLIM/h6Wh6C89xCl1+dh/Wue0me6BP0h8CaZAyLV9/lcdJW/+WMuSW0yTmD9k8tWVoaMVnqBHBPk/bhuVWekv7T1msREo6rxjU+jEt4mjIpnDEL4J9V7wFRnrfHmOZrs7qh4XJ2zvogq/+7w8KdARrTNI69/OUvP7jhhhsmz5M+ahsRlFa6yWmivYCnZDJeQJUw52E6mC3DdHieiPPidnfgkijcp1NiBadLUZRgKxPGeQYPBbrC5lotxFwh3XR1Zm0nz3Nyj1OGEjd1Pw66sKjyZPbeeRVWwFBBQZI7AWjSlhCCe55QjO4xcuXrhNudZG3yGMhfQv4BT9RFyrwN915Vg1blefKcDREzcvEmez9q63LF1GgZKMys21Smhixe+ACq5WlJL5OnbfgkBiInTFLCCJFMSeYEovSftu7dZWzzSEameLQq0VeJ4UwocvAEz/M8eLN0jqe4ZMjuXAM8pqfKx1fGUWbRSbaYlOEL+WaYe58ytOZeOwNPzlT8Tvcl6BSw5KCpAk+E7WBGn4rpCNfBTi6U23K5e/6Rg6d0H8IQvqQL7dP/nmuFh6kKNThzed6HvouZUN5C6Poox0mMpn3UfwJkebsHnR1y/hDxjltucs5xz42X8/DJFq7AsYIlV1T9hqeRAYAN3t708Pi6Usz8xBpmAED+HGxVspaKmSR0BiQmhYhYXR5PFPLgM+EwyDQwkYyKLqEon3Iv9F1bWcSveMUrpnwninAOurjIdbbLXDVjzsGSp5m40c+yRGwlE9Qa9MWtM/Gb2WrIk9cd8/p+8HvmF3qdP8ZDT8TOvEKfSatzqbMmQgYzp/cSS4B3HeMpMPowe1ZepptuummaWXfbbbdNnmBK7XhZBNG+ZW9NGG8ns+1aniZ3CRK/hckSLCWY8jAeL8ln29BGZzRP9Hbm4li2Dj4cPKX3SuTTkTkWkOTTpD2/ao58JgRAz2fU+cet4wR2g84W9cJ0/p//754o9466QpfcCSyhwAFRFJP14nZU2/ZK3Q78fVYoXlLAk1u0PhC5VZxe1+pZPZwg8unPeKS4TwIx9tMPbrXj9aK2DKFyGSsyVAgvDrq4aW48g7d8PGOGahoq2rIkGDLnaSnVChce9iLM5mu9kW8IOGKc80kZGCy+pqJ7srz6PzxPJEjyQr5g9su5WPe1GpeRQ8Y16Qc5AdzrxHi2L4/TGjyzt9l2KEjvUPc0ocg9puol5EG/HO+IvkqMA2lnXBWA4Yt4wjyusHM7l3BNOwgbUiJfbdZx5F7h6vQ4eBZD89wo4tEIhBgLrxP5Tkzn9CUfhsfp7FH1PudCUwAb5I1wgYfjXIELJHkFYr8HBoZ7ghx8AOTFi75UEIqdpRR88Wo3MpBhr8iNziBHkOP10eBC8qza7XLGs7pMO7AELIo8/AaIYsaPPLuSNWb+aP/aui+DLmxqgQOXO5cxr7bvE5gAR6wrR44Tq1i4k8BrDcKTLn8Y/sgc6yX61vMIsyhypnW0xgw3spgQonawAoe++/h9SeQbOoj0dBbyrXS+5Ez1CeV1IteJKv1Vzu5pp52E7TKvyV9MgiYQt3uaQLxecdWZGIXugAe07aCpV3E760ZkaCQ9Otzb3Zvcl0GBcAazjfIeORsP4l60H48TMxFwdzI4pddp0NmmKuciPabsd28TSlBKW4ngJKcCnlDcIixU994m/7vHlUkLLFqNl7dab5EkcE84FWEtJ1jiNwMUoQbtQ1cAhHx6dlqshAxZjoVnEvGMkilm+1CeAIXeCvEPuni9Tl79G95y0MSsOQoyA54qsOR5uu4U8NnWhMPhTzyi4lG8pu558vGtyoXNMYPxCJ2BYS5iHNa1CYmLkLn7LMSeIUzPPUY3oDNIQ9Ez4DDwdl0oY9pl23R3+X5nMK+Y6lsPxyVoEoFE03XuChB0zQvyRDj3PKEM8TwlU2UYL/cleOK59AyeFAtCB6Vn8qvnQ3FNn6pNrpM+8jjpIyajQB9u1wGcLg6q+DEJRUxdGApYUriSpFTP00ORAkoSkKPQUeQQYWPxoxQ5+RfIAAodi7mqi4RizXy9zAvkw7IvAn66pgYj8jG0T+czoy91EGtZAuwAZHjNCB8ov0keJ1nHzGAddPFS5XEir4cxzMt2MLmiAk3pqfH0DFE6AbwGk69vyjpwhJczXJeh8MoJUHnXclxDjjF8tF9bcgsxWh50voo5+ieXhOE5KTKrXEJ5nbSVB4oSIB5iP+kxbc39L9v2DRyFOjr32XF4njxMR3jOGbZigMxLykQ6PE68fN96CKGanVYBKH8uEchaz8GAQ9iAAn4IBYU3E6FXswLdPctMBBYDxuvUmo0w6GxS8mOLUF4+K45EcGRO+3ySBtdFDnxpBsCTKAtfihddobvHiWRsAZIMIWRYzZ+rkjXPGZQ86Dl0HbVf19Uz6R4aoHS87utWPM/J7CWBIh3DAMdMOkLhAlBMyvD19Aadbap0vJODeQ/XEd6itADlPMSXHqbjHPe4usxhuGDYA1gASBjU5AZpnxsslYz1xrXW8zGueaVxvGF6Hm1lgOn6eKvvC49xTuBirFJb1X45AgSayCnEsXFagNPOEsbnqFJ+HrJzb4zPjoN5QOSiTChNxgCpovBR3gAovrsCd3dmi8n8OVovEgXtMxZgMil4bSU0Iqose59kIp2Op/glUzflaWJ1d+0jmbVKqht09qgFLlpKkXwLeWG0xhUzZlyh5ew4V+B4buDpNFTcGgbQE+7yma3kG0rZezuzlhrkIM6fFxmhnYTXAGXMUtK9mP3H9dA5eAPceEHH6FmkyJVzoVl11JmRYpeiH3TxUA6WbuRWnicf13xtVa9rJEJm/BruWWLrM+Dc2+N5TnzHOVCBplapmiWhMM9TdiOHZ6YumuRe/wEKz50HlL4cmof0mPQkry65hPI6SfY8ijLnWT+tdCzw1LIaW7MRHDg5k2VowJcp8ZkDHsZDaXtNJJR3tU5Pi8l6L61ycSIMehauyTMRG2bJF3+uBE8odYCd174gYRzLA8Fxr9Ogs0utxHBR8ixeFsIHClPljBcPEcOPKHIsWPKWPMHU7+khOdztnrPkXmJyJjLHKWUtZxQleHKjCZkG5Ok5MVT0G7CI8gZA0n/0Fe2VfAks8ZHXSUp9yNagVr6T1zCqnAKZu0QEwkETU/YBSWw9TxdZ45PjWs8JUI1nczztBoZfm2fWOKTnY3xj9t25yJfy8jw8Lwtp33777ROI0gfvbqtG1UnSmrYcCzw5mEi0W+UlOQjKRHB/8V6jogWe3PPkVcA5NgeBXo7T0k6EoUS4NX3plpwBlyDSmQuPG6EQQgdC+UzhJC9jAKeLm9xzkwrTZQLFm+AL69CvAa+iyAnBpaLnPr4ANf/ldGcHP04O9Pw3CtuPY+DxZ+eY9No6YKOmFHmIVG3GMEG5S770zAAmbaXQJW+tdg66+KgK37jMofclD8xGI4XDZ5q5rDFpyXMEvZxObhlX3Lubxkp6bfm+hvx4z7/yMdXDa56O81ZWqJrxnDZrHNNHwEn1nBSuI4qyz7IES599bRu2FrZzZsnZQDCVM0K6RVGaDnx84dAEQhWISubKQab1otZ0Wna2GMbDhQlyWrMQUPjU7PCQnbbUnskk8bXtHXRhUnpzK++Ngw2ULhMjnP+xDiHPr0jwxHmUH3DvKL8BSN4m5/kWeOJZ/Bz2Za6jPsiNGy0t8IQ1TOkQeaak3KW4pUeYXSglrvwnPoQUSLjNfKtBFxclL0KVM4DcOB3PRAqPKqCzvbq3z/xm606AanyrxrMe8NiEb3Pc9tSUBE+E6d7qfKkeZtEDnghFkkfo4ImcrfSmnwS5XtmENgJPc5aZMxheFwdNngfkjAAaJanbvUj+f9ascCZza5i2eFu3/aJyYPC4eM6484RBYsK+hh2zEkjKzQTxXbR/0OmjfMcubzkbTUSytnjIw8JYvRzvMuOrq6PYXaFV+QgOmHyQyHYBeBKAZBjEDYwER1VBWv537zWzCclx0pbqyN42DDeFEASYpMjxQtEH3v9Dzi4uag2irnfdw+uhZf12766PZxjJLmuZh+u5vQmWEjBl+D7bWbV96fNXYMKNf4EkEuUfeH7tPWoyer4UpXXk1RVwYiIGBhl6ZW0bt03HAU47qfNEZ6C0XfFmkTz+h0EyibXKp+htq4+3aZsvqro+wMnj4SQTUtPDFTkgSUrck8Td6zSSxC9OaoGOSsG5kSG+YZadK2qfHl1ZuSjwlkJxo8C9P95WPwZ5rp4lja8EThyDUnbwJOK3/tfsOZLlKQZKbSi8SeQh6hwpdCWuSqmzJIvPrjsNSn3Q6QNQ8F/m4XmYrko/8fGs8iy1xjPuW3mat+FpWtMnlDCgBAqzCx94vgAtYxueKvJ2JWe33nrrNClDAIolWDLkeJKUBt2JgadEwpm7ULnzK89TbpeApAo0LaXsNGfW3mCSniaf7VMlybtQ4S2g+BklCbCEx/IrFzelgZH8zzFedZ/kU8LIeHu5Bgrcr5WAJym9Q5XRk6EOl/uWbFX7EmS54eTtIzzHlGm1nxACibsOnHQtLF95nKjtJAVPqGXOih90cZLLWzX+4H3Kc9xzlKUJcnybM/y3DeiXjGsePSGP0OvIPTCAkwijTHLFyhj6sOZljmenUc7WAKidLQzs6NpDB6IWkk7k7dueJ2lX1uJcR6anyaeuen2rXEKCcB2J4V4MU4wHgBohu0GpjF0+fPKBPh5+csCVoTTIc6ESGGVuUc6KQ76RAT+e5G33NPOfk+f/+XN5uE4flDjHePFP7oNSB1BJjnSsPFP6n/ABlrBCd/rdmvQy6OKmnkEOYKoMA//k+FWNa5y3ZLvvcY16VgqFS47k1VXuoOpZvdV5QOWOAepPUfpDeU6SNV+C5TSBpuO2ZaOFgedumFacW68VY1Rgas6jtIaxWvHc43Sco3P3MnmeU9Z18tAJ0zjxNpHjVHmcTguzDTo5auULidwKrnIW8vje/rl75/nVf54XRfuWPmPLKma/J6sClEQ5VVq/Pc9EhooMFGaxstRE1R+Vvhp08VLygPNH7qvA0xLvUnWd49JS+ctwedayUohOH08Ov8xKM+AkoXAuq2PoO2UYWsnuJ0knmvNUdUDLq9RjkBZzVgCrdd852rYixOPkypwkumQyXhLhOuo34W3yJVgIu2Sex6CLi1oWb08OKg9TztJLwDMney3yiR95PABmTaigej7fJ1nwZTFk/WrL8Z5fKJIsStYkV5I15V9QEFMhBVnCTjmxJe8/6OKgypgXLUnUnhv71o57+yQHTnidfOaqPpI51u97wPnSBCJmjRMSv/nmmyevk/IL8Toxo/C0AKdtAKhV4GnpQy9lmjkmmvtvjlqJqZXl4NefQ+yZ5+TeJreAM1yRC/96BVmv5eShut7zDLr4qOV18v/9Pz++8kpx3Nw9/Zq9/a1rrlVStN3D3ZIpElUJKUi56zcJvJ4ioI9kC4tYXidKf2zbEz3obNESUJT/VcdW/+X31jFLqSfHveulNzu9TtRxwimQldQPzz8jYxrFnZk57suvnCQwXENr2reznKcWM8114nE6193+m15n7lzPc8LjhFvTZyDg1hSBuqXAWRpCzMUaP2I2/sPFOWhQi/bpDcl7bSJj7lmClnik8aRRw0rK/Lrrrju46qqrJllT/sWjHvWo6RjCc5yD8SL5kpzJ60T+hcBUeukAaCl7p13ZD9ot9cavJd6lvM4+aYmcumwCnJhZpzwnydgVV1wxzWalDIj+v+Q8eJJsMn4pn1DeJnmd5OF1AHXaPE6nOmHcaZudVlnW+btlcfc8Tkvb6SX6e0vPeLiBmLAUvHudSBwnz6m1zs/wOA06CcBV5SAtlTE/NsFTy6vaspw91ykL8olYqFtb5I1SBVLslP6gICheLF9Ps+VROw102tpzsdFSR0CPf5dSJSNzEZS54/jeaovnL3o0hbpOHqbLce2Nb3zjUZ1CSu5UE57O4ti1F/Ak2kXnLUHV27ovTOcuTaZssnI7rk2OJSnVY8JiLNWXESpnZXftq1yc+3iuQYOcUsnOeZ7m/tenV3G8OgdCQSNryrmQNSx5Y5agZEcW8TXXXDOdqxl0Mkw0m05K/cUvfvHk6aXWjIfsWvWofBbgkLWLl5aEweYiKacB+Fae3/zPSxNoLGOdTGbX+WLAzJp7w/nJTjfddNMkY5I1jW2SM9a/PMu5u8de227bimVpzsQSV2TLOk5aqsyruHDOrvM8J9yVTNP0PCf3OvUQesu6H0p90FrqJWwnIKrOcz5sHd+SuSpXC3mqruXWvWRL4MknYaDIfQ0wkbaUAfEcDF+I9Lj95X0xaFCPlnqeqrHGr3EcD1Tvnmw9HcUnQbnMibxi+uvP1ydkdh3huwulptMF43nax2Dfusc2QhaE4wgdSJkrWZWKqySxkqPhS2AQ+1UcmLL1YjwxG7PrfO2g4z7voEFradu85KGAHAj4pEVcASzJj2TskY985FE1cX3wPmXZAcmZFPgNN9wwKfSXvOQlR2E7PEncz5eJcKJtY427QdCmPLA2ZLcvXkuPE7UJNZYpv0l5TsotlPdJsqb/SC1h9YuXv/zlU5juec973iRrynmiFEgu73QWaSdr21XHH5f5lrhFe3kYFROviRl7rhPonE+uXefVZan6LGbDzZm5TnOzEXoWR2WhDLqwaZ8KdKkHd+kxczKX1+u1ISdmMBGDj86lqrHkStfBGmZFd3KdCM31ckqqZ3Xv2Nq+OS6dhpDPoO1Qy7PUG7OqY5f8XtIWtpm/S4kCPuQSihiriJ685nyOE4vZV46AC21MWtPevXmeLlRCecJYWL5UXdVWyJwFEkWslk1ZesWAtU95GGIwoXSKZI616wYl9ZI7N7nOmmN2kScI+eK+bD03yquZ6yMrGEuYKdNesA/vLjImeVKNGXmabrzxxskK1n7WrvOaazmzbhghg3q0DbnogfB9UUZSMETI3ZWnSfmDV1555SR32oeRQh6TxrF777334IUvfOEEmm655ZajpHFPQ7kQc53WvI9TC56Og7bXIvNWTgff9fF166h3wdZzMHQe9WbwMOFtwgPla4/1cp2gpX2wD2t40IVB2whV9665xiPcux+UMqD/qG7MmnXMANLWgZfkiHCdJmVIyTMRA0uYnI2qbUtym/KYIXODNk0h2Ta/tGS2J8fk53qiOOkolNxB1kR4eDWGkUt4zz33HIXEtb8qhHmW5WLv4GmXcd1tXhtXJcAIZsLjpA9VjvXB6yTmASTJw6TvmoHAbylzMRuJrktm1w0atEuLN0HRXJjuOCF4nYvidi+QLyZMOFwzfa699trJ+pXcyRp+zGMeMx2DomatSNWWkUJXrpPkS6EELGBKGGT+FTlNTl6R/UK0nAftl9zgqGRsH7p9jbfEw3RedFYeJ+U5Sd6uv/76aWzTR3LIkmKEwl/0ohcdeZzI3cUh4EWez/q4tlfwVFmuLVrrbWFfzzpecy1+5zo/XvuC+hdYwiIPJRAbpu6Fz65rheq2EfMe1vDZp6WKeak3qXe9nme2dUyvPQliPIHccwopQIvhQmiBPEK8TpIpeZqo6YSnF+DkocFsR69P8tmyD3q/B519StnpAajjjEXb4jH3OGU9JyZh+AQo7dexzLDztevutSri1eoYPV1yVnJ1T23Y7ji0DcRPGA6ARP4FdS9kCesDeAKdi5lInmMNLf0GTBHSS4/TkhyXfVkygy4MWgJ85s4/iXvnIMAWWVKuhWTt6quvnixi/ZbXSWBKcqTzpeylwOVxkjKXx0mKXR9m32H4VDPrHDxV+/edizLo9NG2eOA08JKDJn2XLEnWqOUkj9PDH/7wSeb0YfYda7FK1rQ+pGRNNdNe//rXT+BJ8rg2gnIa+mMbbVgFnpYO7mtc/z2vT/X/0lkJm3ig8v6eUIenyRf+1Yf6ToQeBIxIBvd6TqDzuSrivb5e+1yDLh5a8u6Xen17vJe/WzyZ92wZB95evLuyepmIgbdJYXLkDKtZ3z3/ghwnQnSt9hwHHO1TxpYYVINOF83xx3HHtSXXat2XMc1nsVJyR/Imp4C+k4aiD3XTyHWiltMboor4cUJ1LZ1x0Xme1lqkp005wGQkghM28DwnfaguLtJzuluTEvXEgqkevq01foYHatAmtA1PU2t/jyer5FEPpaHUWcVdXiZqzFBnhhCDjpHSFljSrB/NriMXQ7LGtb1siAgPVHp7e8970rrppO9/sdBZ7ueqTqHkiKrhWitSs+vwOmmMkwxS00mgSTNWFUW5/fbbjwDUX1ipnUq+LwbaadhuEyttG7Hhpddq3d9jwuQ5+erSxIMFrvA4sXZdep2ofgwyd/fmUqGt2t/zQLWef9DZo10C6R7/VLzYk8Xqt4MnEfWc8DR5GRCsZX1n0gWLa2srefNSCA6edI9W7pM/S+sZe88xZOziAU5rZG3Om7LNcW2uDR6KJp8Qj5NAlMLipKOwsD3jFmE7cgo9z+lNndnix6WTcBCsBdGXnUV0vsbrlcyalcTleSLfiYrixIt1HCUJpMxl/RIf7hXC3PVzDs/UhU+9d7h2wE4vD/v8u4e6tkXie7y4eGdd3nxmm35rto+sYHmd8PTqQ+iO2mkCTFpPS54neaBIDhdRkiCfd01/bRIGX+txH3Q6KXPe+O48cVLvdxPwhtHArHEiKZI1gSZynASe9B8OAcmUIih4nCRnRFQ8QfxwR8DpQqATSxhPy7X3f+9365ilg49fB4VOiICZCOQ54XHyqqvMrqOekz6ygnPdul5BvjnF2+uLlgdqiWfqLDP2WSD3ziwFyRVvVzLjg8NSkLEGiDh4IWSWa8v5gsH6LqCkkB3LsHjNGW0Ji8v6FXBSCRD95rrIr7baR5uTZ3s8XIUWe/3s5+0KQA2ZO3ma06dzOrblidrGuNbznHokxRe0l1dXgIkPHl4f0yhDoBI7OAY8z+mwU89pG2POaffqrgZPLUW0xIVYvfw5xbBEEc0ds/QajtAdNPkCiT4QiIHwOBELpmBYJoj37gttyiTDA3U2yQGO03Hf6TZlrifXeIE8F0nyw3F4pggXSKEjdz59musIPMkK1kfraknekC9fuHSbNPecc8dv4/6Ddk89A37uvE3ecyUvFQA5zpiAvHmukyeHU6eQsLhkh7QTASbJGEYK4xopKPedofqElYG1V8/TnKdnqQLqWXSt/1v3X4PYndmoHu4ACuajsB6lCcRQTJHWh1wnL+K31O3fojkrZV8eqKHI90PbGHgrj1J1zNJrJVXynLyGrACeWB7F8/9EUuCEDfDsep4hJLmSItfC2lLqUvQAMEAZHifPcZrrk54x13rOPLeSuaWG0RIwO2j3tLafW3y/hCr+aPHVkghK7ueT69aR6wSIIsdJx1GpX84AhesATgrZEU1Jh8Bhh69bzzgnG1VEaO5eJ8EDxwJPLS/SLgbnTazhNZSL/qLAmXWH0oeBQOgKIeDSpDjfWuB0oQzGg07GGtpUrpYCp5byPy7P4NYnPJfPgZeXCuLkRvHsAl3IlbxMsoQ1u46K/ZIzjq1Cm2tCHHN0XI/S8AKfbkpZ26W+O26EYQmgcuDkE59YEcMnPJEzqDFLQEnGiWbYCTz18pwOFyasV21bc95ppVNTJHNTF2nPulzKpI7SHTzhbaKCuBgHBvL8C2rMyLWZRcNOi8IcyvvipiXhpm0TniW8QE5qC7IlK1h5TqyjxTnM9JESVzFMhete+tKXTvuk8N1CzXCdK+rjhv1PCkBdKIPIhU77BE5cfxcAKoGTL8XCTFZC4TgGmCWOZ0myJiNFYbs77rjjyHjJUjuHZ3AsWfveNyqSmS5qvm9yrd7+6vrV/Za2oXfPXGUaEIXVDOMwfZOp0tpmnlOPuda4dVvPN+cKnQvTLemvobhPjuZkYxNZS37qha5a7Wgd0+JBjgcUecK45MqXOXKDRcdIkVNPRkpc4InEVRb69Xv4deeeo9VH1TPO9Xklc3OhwbVtG7Q78hBX/vZP8naL7/k/75H7e++9ulf+V927eg7GMmSLj4g6Tnh4NY7J6yTPLsUwWwv+bpPWjt/bakN63yu9uNOEcd+/7Y7dp7fE1/pxJiNBnLwNZtNRkoDKq1Ri3VYy3b6s4UEXHu1D1ua8vNV336cta8sBdKj+jawxi84r9uujYyRX8jQJOOmjpSEkX1Lwup7OdU8wpRZIHPeFhvdNc2GVtfkxg3ZHPmj6gtVzAKpFvWOq/ZWhW/FIS9ZaAIBEcV+TldnirFlHmR1tKUWgcJ2WX2FcywXsz9oYc654z3up89RSEj2EOGfhte7R8ki17lOd22qPC49/tM+XXaHOjBQ4ZQmqkgSbeMVa7fdzW9bsnBW0pA8HnR6qgIxoG4C8+t3zaOZ9W0q+uhcy5AmmLmdeDsQnZ+DJladJVrA8vMhX75pr+6F6hp5+2sTLm+dnPy85d9DuyD01bHteKKjFC2t06lKdXAGqal9+WuMZObvkO8mooUo/RTCZjNFaTizpOGPJnDExhxXWyE31nnvXPtGcp214Ruas4kqxVRZydd1kMmYm8NtXlBZDibmoaCwl7x6nXZWqX9J3rX6e2z/o7NFpeLfuBcrimMgYORgUolXSuL7L+pXX6ZZbbpk+Lltck1l1fk1o6bO7Ih1e3ouXWmCp2jcHYNYAgrXAqXV/bysgydNQ8PQyo47q4Pot75LGNnmdqCCOxwlPsTsEzhrfn9uH5ylvKOq59f33HKPlddcwWs/7Uv239LlcYYvJBJCEyL1yeM6qmwN4m1LL07bEEmo9/xKP3KDTZxUvsXqXemb9PksHgDmjpAcscokUnw2k/ZIr7WeqtJQ6MpjKjTBdZYW2vK1zfdB6Zr92pWd6/7f6L++bfZfvfND+Bk83qivemyPni9Y5Pd276T1aQAC+ovilxjBkkUiKLyfWW3ZlrVy1aOnY2AOVS86vqPe+13iwd7Yw8Nr/ex3QAmWt43oAKo9PRoNhxEQIjz4kzxGyExNWyHxNX2xKrWfpWcW9PtxVOwfthjZ516J08TvB63mO0yZgwY8jcZxwAPkYWMeyeiV3t95668GNN954lKwKyMrnqBRrNcNvDW/3ZKGnX1r/z92rt38Ap90TsoBnBjmgbljygu9reWPWDOxz15jb+j0AAA4EPMzN7FU8wRgqgCev5bTJGqxraIlsznnjeue17lcBTQw4kuuX0uIjXSnMPXB+bx2/1DO0jYG9ukY+E+icJDn9BxOx6G/L4zT3rC1a8szpUVjqWWhZ0xVoGor6dFJakKK1npXKm9ECOJv+ru7Hd0/EZZ8+vqA2pT9k/ZJ3QQFMURoordpRx7WS556rB5CO4/Fq7R9yuVty75KDJ/++KXhaI5ut78cBTy5znrvr41o1nlXX9bFiW4b24QJZW3PO3P/5PJkTBojaCXiq6qnwm20LTPTQec+Kbp3T+z1372w/sWARSlvnCIXCWKBy1rHzsN6+vDa7sgD21f5ByykVFvty68oiwYnvz7UVk5d6nsk1wMmP8RlwKCs3UiRr+o816jSrTpawfmvLjFfyL2gXy01wHbb+bO5+X+oJ6CnsuXO9z1oDzRL59WMGcNo9MVhSMJLxAN7lu0cYUudvCp42Gb9aY5rzvQMD2kCOoIwUPTPP4uuwtuqytQyUwwXpAHPPvLRPlpzf+y+fB7DExBUvir118AQzuaJiPw13ZbYWxLQYbm1n9hiu92w8ny/vAFInabyaVVeBp6UvfA64rPnvOFZB1Y4lbtVBu6HW+2BgTkVQAagWwMprQku9KC3vS3W8u8Y51/8n/4JQAiFxklm9HxwMVR7T3kBVAcVNLd0l1vJc362hAaD2B57gzwRP2pezznr6dtvgae6/HnjyuoUOiuBPnyTl16SkSGuMWzo2JP/3aMm4uQS09trhOol0AYATRbG3Dp4IY1UKwV9oxVhrwERFreN7nbtJxwKM1KFS6ljsJNrxf+Vx2gQEtazSpYBlLbMtPWbQyZODjsqjIXIln7w0B7Aq71Neozf4+//eBt96/gADkIj8JRbUVo0ZHSvwJLnT/5p9R1VjPE1+rfSAMwhWlcaXgJaW/LWAo187j229r961l/4/aLukGZ+VccxUfYzk1PnHBU9Lxq458FQZBRm2YzH7BE9uyHiExcsTrFmK5Ti0xhGwdHxvgUsRwJI6jpRJueKKK3aT80SD/KVVYGkOVPRefmtfqy3HBU6u4PxcDwG4y5bPGlrLdEuOX2rBrgGQgy4c6nkKRT3QM3ddjq9+5745z1NSepEAU4BAN14qAJjXabWp9VxzHqPeNarnbPVH3nsOEC1t/6D95Dzl/kxNES0BUUso+WYtqEr+SPDkifCt6vsc7+QGUQUaN6VKRtaO42uBk9+bD/lNnihOXy1+lsMxog4aNGjQoEGDBi2m5TBr0KBBgwYNGjRo0ABPgwYNGjRo0KBBa2iAp0GDBg0aNGjQoBU0wNOgQYMGDRo0aNAKGuBp0KBBgwYNGjRoBQ3wNGjQoEGDBg0atIIGeBo0aNCgQYMGDVpBAzwNGjRo0KBBgwatoAGeBg0aNGjQoEGDDpbT/wvw6eBPWPCUQgAAAABJRU5ErkJggg==", "text/plain": [ "
" ] @@ -591,6 +618,13 @@ "plt.axis(\"off\")\n", "plt.show()" ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { From b2ec07cd7d5b456ec542b9b57816d08c8a3deb86 Mon Sep 17 00:00:00 2001 From: "Cano-Muniz, Santiago" Date: Wed, 21 May 2025 09:40:04 +0200 Subject: [PATCH 7/9] Simple fixes. - Change all moving, movig_hand and so on for noisy for clearer text. - Run ./runner.sh --autofix -t 2d_regression/image_restoration.ipynb Signed-off-by: Cano-Muniz, Santiago --- 2d_regression/image_restoration.ipynb | 149 ++++++++++++++++---------- 1 file changed, 91 insertions(+), 58 deletions(-) diff --git a/2d_regression/image_restoration.ipynb b/2d_regression/image_restoration.ipynb index 5201aeb43..d8ae022a8 100644 --- a/2d_regression/image_restoration.ipynb +++ b/2d_regression/image_restoration.ipynb @@ -48,7 +48,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 1, "metadata": { "id": "7qsy3BznrPsT", "outputId": "50977b31-1da3-4e53-ff34-dd1a8ddfa9e6" @@ -78,7 +78,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 2, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -169,7 +169,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -182,21 +182,21 @@ "name": "stdout", "output_type": "stream", "text": [ - "/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmpdb1x_0lg\n" + "/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmpc_sk2bod\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "MedNIST.tar.gz: 59.0MB [00:05, 12.1MB/s] " + "MedNIST.tar.gz: 59.0MB [00:01, 35.8MB/s] " ] }, { "name": "stdout", "output_type": "stream", "text": [ - "2025-05-10 21:21:45,665 - INFO - Downloaded: /var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmpdb1x_0lg/MedNIST.tar.gz\n" + "2025-05-21 08:42:18,262 - INFO - Downloaded: /var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmpc_sk2bod/MedNIST.tar.gz\n" ] }, { @@ -210,15 +210,15 @@ "name": "stdout", "output_type": "stream", "text": [ - "2025-05-10 21:21:45,780 - INFO - Verified 'MedNIST.tar.gz', md5: 0bc7306e7427e00ad1c5526a6677552d.\n", - "2025-05-10 21:21:45,781 - INFO - Writing into directory: /var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmpdb1x_0lg.\n" + "2025-05-21 08:42:18,360 - INFO - Verified 'MedNIST.tar.gz', md5: 0bc7306e7427e00ad1c5526a6677552d.\n", + "2025-05-21 08:42:18,361 - INFO - Writing into directory: /var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmpc_sk2bod.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "Loading dataset: 100%|██████████| 47164/47164 [00:00<00:00, 299785.19it/s]" + "Loading dataset: 100%|██████████| 47164/47164 [00:00<00:00, 293883.67it/s]" ] }, { @@ -226,7 +226,7 @@ "output_type": "stream", "text": [ "\n", - " first training items: [{'original_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmpdb1x_0lg/MedNIST/Hand/001727.jpeg', 'noisy_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmpdb1x_0lg/MedNIST/Hand/001727.jpeg'}, {'original_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmpdb1x_0lg/MedNIST/Hand/009015.jpeg', 'noisy_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmpdb1x_0lg/MedNIST/Hand/009015.jpeg'}, {'original_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmpdb1x_0lg/MedNIST/Hand/007610.jpeg', 'noisy_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmpdb1x_0lg/MedNIST/Hand/007610.jpeg'}]\n" + " first training items: [{'original_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmpc_sk2bod/MedNIST/Hand/001727.jpeg', 'noisy_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmpc_sk2bod/MedNIST/Hand/001727.jpeg'}, {'original_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmpc_sk2bod/MedNIST/Hand/009015.jpeg', 'noisy_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmpc_sk2bod/MedNIST/Hand/009015.jpeg'}, {'original_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmpc_sk2bod/MedNIST/Hand/007610.jpeg', 'noisy_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmpc_sk2bod/MedNIST/Hand/007610.jpeg'}]\n" ] }, { @@ -255,7 +255,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 4, "metadata": { "id": "QZJCeerKTu3s" }, @@ -288,7 +288,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 5, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -302,13 +302,13 @@ "name": "stdout", "output_type": "stream", "text": [ - "moving_image shape: torch.Size([64, 64])\n", + "noisy_image shape: torch.Size([64, 64])\n", "fixed_image shape: torch.Size([64, 64])\n" ] }, { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -322,15 +322,15 @@ "check_loader = DataLoader(check_ds, batch_size=1, shuffle=True)\n", "check_data = first(check_loader)\n", "fixed_image = check_data[\"original_hand\"][0][0]\n", - "moving_image = check_data[\"noisy_hand\"][0][0]\n", + "noisy_image = check_data[\"noisy_hand\"][0][0]\n", "\n", - "print(f\"moving_image shape: {moving_image.shape}\")\n", + "print(f\"noisy_image shape: {noisy_image.shape}\")\n", "print(f\"fixed_image shape: {fixed_image.shape}\")\n", "\n", "plt.figure(\"check\", (12, 6))\n", "plt.subplot(1, 2, 1)\n", - "plt.title(\"moving_image\")\n", - "plt.imshow(moving_image, cmap=\"gray\")\n", + "plt.title(\"noisy_image\")\n", + "plt.imshow(noisy_image, cmap=\"gray\")\n", "plt.subplot(1, 2, 2)\n", "plt.title(\"fixed_image\")\n", "plt.imshow(fixed_image, cmap=\"gray\")\n", @@ -346,12 +346,12 @@ "source": [ "## Create the training pipelines\n", "\n", - "We use a `CacheDataset` to capture the training pairs and accelerate the training process. The MedNISTDataset provides pairs of \"moving\" and \"fixed\" images. For demonstration purposes, we treat this as an image restoration problem: the \"moving\" image is a degraded version of the \"fixed\" reference image (e.g., due to simulated movement or noise). The goal is to restore the moving image to match the fixed image.\n" + "We use a `CacheDataset` to capture the training pairs and accelerate the training process. The MedNISTDataset provides pairs of \"noisy\" and \"fixed\" images. For demonstration purposes, we treat this as an image restoration problem: the \"noisy\" image is a degraded version of the \"fixed\" reference image (e.g., due to simulated movement or noise). The goal is to restore the noisy image to match the fixed image.\n" ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 6, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -364,7 +364,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Loading dataset: 100%|██████████| 1000/1000 [00:00<00:00, 1540.03it/s]\n" + "Loading dataset: 100%|██████████| 1000/1000 [00:00<00:00, 1411.35it/s]\n" ] } ], @@ -393,7 +393,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 7, "metadata": { "id": "zHAj8nuHXG-D", "outputId": "462d37f3-b59e-4d88-ca18-60224f69076d" @@ -431,7 +431,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "metadata": { "id": "eyiL4ccmYsjt" }, @@ -440,21 +440,61 @@ "name": "stdout", "output_type": "stream", "text": [ - "{'Epoch': 1, 'Avg Epoch Loss': '0.7021'}\n", - "{'Epoch': 2, 'Avg Epoch Loss': '0.6168'}\n", - "{'Epoch': 3, 'Avg Epoch Loss': '0.5539'}\n", - "{'Epoch': 4, 'Avg Epoch Loss': '0.5075'}\n", - "{'Epoch': 5, 'Avg Epoch Loss': '0.4681'}\n", - "{'Epoch': 6, 'Avg Epoch Loss': '0.4252'}\n", - "{'Epoch': 7, 'Avg Epoch Loss': '0.3669'}\n", - "{'Epoch': 8, 'Avg Epoch Loss': '0.2894'}\n", - "{'Epoch': 9, 'Avg Epoch Loss': '0.2349'}\n", - "{'Epoch': 10, 'Avg Epoch Loss': '0.2155'}\n" + "{'Epoch': 1, 'Avg Epoch Loss': '0.1061'}\n", + "{'Epoch': 2, 'Avg Epoch Loss': '0.1031'}\n", + "{'Epoch': 3, 'Avg Epoch Loss': '0.1017'}\n", + "{'Epoch': 4, 'Avg Epoch Loss': '0.0988'}\n", + "{'Epoch': 5, 'Avg Epoch Loss': '0.0985'}\n", + "{'Epoch': 6, 'Avg Epoch Loss': '0.0958'}\n", + "{'Epoch': 7, 'Avg Epoch Loss': '0.0950'}\n", + "{'Epoch': 8, 'Avg Epoch Loss': '0.0953'}\n", + "{'Epoch': 9, 'Avg Epoch Loss': '0.0943'}\n", + "{'Epoch': 10, 'Avg Epoch Loss': '0.0918'}\n", + "{'Epoch': 11, 'Avg Epoch Loss': '0.0893'}\n", + "{'Epoch': 12, 'Avg Epoch Loss': '0.0879'}\n", + "{'Epoch': 13, 'Avg Epoch Loss': '0.0881'}\n", + "{'Epoch': 14, 'Avg Epoch Loss': '0.0902'}\n", + "{'Epoch': 15, 'Avg Epoch Loss': '0.0863'}\n", + "{'Epoch': 16, 'Avg Epoch Loss': '0.0873'}\n", + "{'Epoch': 17, 'Avg Epoch Loss': '0.0842'}\n", + "{'Epoch': 18, 'Avg Epoch Loss': '0.0844'}\n", + "{'Epoch': 19, 'Avg Epoch Loss': '0.0829'}\n", + "{'Epoch': 20, 'Avg Epoch Loss': '0.0814'}\n", + "{'Epoch': 21, 'Avg Epoch Loss': '0.0806'}\n", + "{'Epoch': 22, 'Avg Epoch Loss': '0.0821'}\n", + "{'Epoch': 23, 'Avg Epoch Loss': '0.0814'}\n", + "{'Epoch': 24, 'Avg Epoch Loss': '0.0801'}\n", + "{'Epoch': 25, 'Avg Epoch Loss': '0.0800'}\n", + "{'Epoch': 26, 'Avg Epoch Loss': '0.0777'}\n", + "{'Epoch': 27, 'Avg Epoch Loss': '0.0811'}\n", + "{'Epoch': 28, 'Avg Epoch Loss': '0.0790'}\n", + "{'Epoch': 29, 'Avg Epoch Loss': '0.0779'}\n", + "{'Epoch': 30, 'Avg Epoch Loss': '0.0784'}\n", + "{'Epoch': 31, 'Avg Epoch Loss': '0.0768'}\n", + "{'Epoch': 32, 'Avg Epoch Loss': '0.0749'}\n", + "{'Epoch': 33, 'Avg Epoch Loss': '0.0742'}\n", + "{'Epoch': 34, 'Avg Epoch Loss': '0.0749'}\n", + "{'Epoch': 35, 'Avg Epoch Loss': '0.0738'}\n", + "{'Epoch': 36, 'Avg Epoch Loss': '0.0730'}\n", + "{'Epoch': 37, 'Avg Epoch Loss': '0.0722'}\n", + "{'Epoch': 38, 'Avg Epoch Loss': '0.0726'}\n", + "{'Epoch': 39, 'Avg Epoch Loss': '0.0739'}\n", + "{'Epoch': 40, 'Avg Epoch Loss': '0.0722'}\n", + "{'Epoch': 41, 'Avg Epoch Loss': '0.0736'}\n", + "{'Epoch': 42, 'Avg Epoch Loss': '0.0699'}\n", + "{'Epoch': 43, 'Avg Epoch Loss': '0.0713'}\n", + "{'Epoch': 44, 'Avg Epoch Loss': '0.0719'}\n", + "{'Epoch': 45, 'Avg Epoch Loss': '0.0691'}\n", + "{'Epoch': 46, 'Avg Epoch Loss': '0.0713'}\n", + "{'Epoch': 47, 'Avg Epoch Loss': '0.0682'}\n", + "{'Epoch': 48, 'Avg Epoch Loss': '0.0690'}\n", + "{'Epoch': 49, 'Avg Epoch Loss': '0.0694'}\n", + "{'Epoch': 50, 'Avg Epoch Loss': '0.0681'}\n" ] } ], "source": [ - "max_epochs = 100\n", + "max_epochs = 50\n", "epoch_loss_values = []\n", "\n", "\n", @@ -467,9 +507,9 @@ " step += 1\n", " optimizer.zero_grad()\n", "\n", - " moving = batch_data[\"noisy_hand\"].to(device)\n", + " noisy = batch_data[\"noisy_hand\"].to(device)\n", " fixed = batch_data[\"original_hand\"].to(device)\n", - " pred_image = model(moving)\n", + " pred_image = model(noisy)\n", " pred_image = torch.sigmoid(pred_image)\n", "\n", " loss = image_loss(input=pred_image, target=fixed)\n", @@ -487,7 +527,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 10, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -500,16 +540,16 @@ { "data": { "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 11, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -536,7 +576,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 11, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -549,7 +589,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Loading dataset: 100%|██████████| 500/500 [00:00<00:00, 1158.63it/s]\n" + "Loading dataset: 100%|██████████| 500/500 [00:00<00:00, 757.04it/s]\n" ] } ], @@ -560,21 +600,21 @@ "\n", "with torch.no_grad(): # Disable gradient calculation for inference\n", " for batch_data in val_loader:\n", - " moving = batch_data[\"noisy_hand\"].to(device)\n", + " noisy = batch_data[\"noisy_hand\"].to(device)\n", " fixed = batch_data[\"original_hand\"].to(device)\n", - " # Pass only the moving image, consistent with training\n", - " pred_image = model(moving)\n", + " # Pass only the noisy image, consistent with training\n", + " pred_image = model(noisy)\n", " pred_image = torch.sigmoid(pred_image)\n", " break # Process only the first batch for visualization\n", "\n", "fixed_image = fixed.detach().cpu().numpy()[:, 0]\n", - "moving_image = moving.detach().cpu().numpy()[:, 0]\n", + "noisy_image = noisy.detach().cpu().numpy()[:, 0]\n", "pred_image = pred_image.detach().cpu().numpy()[:, 0]" ] }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 12, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -586,7 +626,7 @@ "outputs": [ { "data": { - "image/png": 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nKUJjYlXUsrfKWbdhXSEMANe85jU3Vu5ZDi33BS45GM6HPexh3Uyy3/md3+n2MdtFy2xZe6ENymymfOpTn9o6GIIrjlnAzETCJafgokxRx4ztP7gKrnjFK55gUJ3l0BLaarJKvGvGoWVZvgHIuIsB52P6xMc+9rEOGCQ4G9MnaGtvetObOvA/xD61QN9ulXETAgP1lre8pWOeYI2VqlsYw/Aoje23PB/v+4IXvOCOyrdnMjhe73rX2/rKV75yQCwTifKe/vSnd2jQadcI4Aq/7Otf//qOOeG4sfFOYwTLGjcgyQUVOhMxIQdLQMmVqaNuaooFyv6e97yni1lR6HTVQuY4XHNMR+dZW3TvLD8/Ajin7z3xiU/c+r3f+72O0Xz4wx/egQ4VFCkAYHy//OUvD7YX+vJ73/verf/4j/84YH8fS7Np0cLM/sNvpn6n4BohNcGLXvSiLs5SId7SlAhpEdP3HvvYx57gfuijatTMsnel6nX0KlLjZVrtihASYooAHcv6BDF1pqZBMM77XGkp3IP2Coiokm0aNrW2u90q4271WwSjrh4HMPy7v/u7rvwJnGCYUm52s5t1x1OX9br8b6VA2PPMEzEWKGZo9A984AMd6uclvutd7+oqKwNCEcASjZwgOoI5jY1ah+AKJNj1QQ96UPcCoPmJlQCEIAcjeyq5MgCKuOsIwAMgYfmSlyTlIQ95SBe3gpsCVx8d6nnPe17nd6b8lh3g9KxnPavLZfWLv/iL3WCJlUJsCDEvWNTPeMYzdv05Z9l9IWbgnve8Z5dFmFw2CO8e9pX++G//9m+dwcIgA9NLf2MyBWzUV7/61a4tkh+GPGi2Qdoq1Do5c2iDKGDZ5d0W+i8WJy5HXHW0fQaTVj4mjAny0dH+ySfHMdQFoCoBFcYcOZ1g6TBUfv3Xf71j5bCKCSYHmGXg7Sx7V8h4f6Mb3ahrr7Rl9Odtb3vbUWEgGBv0E2L86BPoZvQs8XHoZ8cM9tGOYD4Z3/Cc0EdqXG1L6Jfo6ac97Wld+9JlRe6y7LNMVuCeT37ykztDAHaFcu1GGTch9FO8TH/yJ3/SGfjEU775zW/u3lcV8jmxj36LLsOwsd8mkYAeIOcczDoxbYz1YAuuST43cIi5IpfKYs3TPr/+9a8fsJ2pk0yhrMLUffItpXz1q19d3PnOd+5yLpCrhWnDfWkBmKJJ3gruSd6GKn2pClplaU2N5jlue9vbLk53utN10znJs/Gud72rO468TKukKqjP61RO8mFV4fx73/veB6R3sG5I3XDta1+7S3XA+XV6KmkKyI3B1G6mXTMlm7xZXJNUBLWsXItnJL/H+c53vu5Z3//+9w8+4ywnnlQFN7vZzbp2zjTelL//+7/vjiOnk/LZz352cYc73KFLD0BONnK2kCPq1a9+9QHnkieKNk+b4pjHPvaxi+c///k7SlWQ/SH7OHmklj33Jz7xicU1r3nNru/Qh0jFwVT0VuoR+je50eg/5Hd63ete1+WDY1sVcs+Q5oRp19QhOoscOccff/zgM85y8MV2Rtsg3xfvj5xe5Pb7wQ9+sLT95bjFPsYj+gR9g7QetI0UpuWTFoEp9bRBchaZ2mJZnifS/tDOaYOMjeSbIufTBz7wge1jGA/Iu0Zb5Jo5Lqy7jFNSFYwZ3/r6M3kLb3rTm3ZpdRijbnnLW3Z9i+N4fylvectbuhQr1A/j2POe97zFgx70oE4HVSEd0ZWudKUOD/ChXinPpz71qcVYOdGubbcJgRa86U1v2lniINxDSQg0h9nDev55SqE/yyzrEIJVYWZrnNQsh67AVuC+wXVVZ4PPcuKQm9zkJt1qB60YzJ3Knol52mtSl22ABsRNCJWIm+tQKjt+XOhXXC4zcJplln7BPUDMUl32AZfk0KKos8wyy94a9wBM5K7aVL/dMzFPe02IF+JlkBaAfFLkkmLKJDERe312DWWmwRAHRkzK85///G7tv778PLPMMsv/L8REEXzK1G7iRpjt++xnP7tL51GT684yyyx7R4jBdB08clYR03vyk5+8i8HchMzgqUdIHklagDe84Q1dSgBy2MA8GZy3l4VZEwTbE6RLgDhMGQCK4LtZZpmlX0iYS+Atkyxw5xDszmLZBN3WyRmzzDLL3hEC6V/+8pd3s/ZJng2JANnRlxBzpzLHPM0yyyyzzDLLLLNMkDnmaZZZZplllllmmWWCzOBplllmmWWWWWaZZYLM4GmWWWaZZZZZZpllEwHjv/zLv9x9//jHP+7SmJNNl2nvBFTymzWxmJVGgDIfpvzy4RgWmeWbD9tI+c41XNiP4zmGa/FNhDz7WTWZFAFs51xSz3MPsh3zIfMpgWEcy+d73/teVw6Wc2ENIP4T9MmxHMc1+Ka8ruDMLDTu4fInlI0yWjbyf3A9rss+ZtrxIV8S5TFkjHJzbc6jjngm7uOz8ZuMrfz+xje+0QWhc03uxXOwn9l9nMs9z3CGM3TPysc6Ygo151FezrPOuCfn8s2HZ+Ea7KcOOI+1f9jO9fjvO/Eevg/KQf1TDs7lOMrnc3GdI488sjuOjKyzrF+Y5dVaOqD1f0rI4rJrjj1v6n2Hjl8l5HLsc6zznmOlb/WBoVUJxpwzL/eyGWEGJboNXYde5be6MPuYH8VxzneU5+W5KYxDHt93rueNXcXC69Rrt66R9/DTV968htfONWerDJW31p3bvHfruHwer98qUz239Twcx1gnbuB31psYhbGU/3/xF3+xtVbwxEX7XnCfMrNwPmgWOIFTVgTbacQuTujD+amrvHNMVlgtU1aYlYa4Jlze30rmXABGPhfXZ1s2Pq+fdSFY8jcfj/eeWVbL12qYnpN1w3Fsy+31PfkMQx1ZRZH1YP3me8qyua/v3rOsR+oabH37hs6bcsxugyj7xNR7LTtmVbA09hmqsvY56vbWeX3bW+f0bZ9l/aKO9OPYU/V8HV9yMEfyHHVqfX+pW/MaFXj1gZ96zRxT65jcp5+HwFPrGtnG+/TSvnLPep2KGeq985p9+qGC1VqXfc+Tz5Drw7bqLcuyVvAEKoPtYK0nvvkPC0FDAVTYYGRtZHkAEgkmeGj+cw5MjqyQ58ogcSwMD8ey9gzfXBdWBEYKBkbGBkaEa8mcIOznWp7LsQ78bIc54j/3TvDmOj6s98M1uCblgiViG+cLYARklMkXyP25Br9lgwRdJKvkXJge/nNvPhxPGZMF4iP7Yx1THyTphC3jWvznPdhAuTbPyzfnsi3vlYibOuTabKf8XMfVt7mXx/seKY+MoGshzXJwZV3sz27KXgLdFfgMST1u2SC16n1m2V2RyUenoucdH1ogqg68EgppHA+BpwQA2X5y4M8B3/3KEPtVje/6P1m0PqasArfKavUlWF4sAf+1/vL/EPHSumYtUwVBjrW1LsUhlRQQj4gbpiSRHg2eKotSP/kCBU/1AZVkg/z2PK5FI+Z4QEVex8HcYy2XTBHHUQk26jzHsvFbQNRqyF5ft5b30irJb5+FY218/vd3NhDdeXaupBKTobMD5se68ZiWlZINg3vlefWYdP1lXbUYP5/HjwBvls3IGIanKsNl54/ZP+WdTmHEVrnelGPGbm+xRTth3VrSYqPq+TPjtHdEw98wEz0OFUTlOIdU8JQD9hB4ankrWuxWHTP3EnhqgaOx4KkFpKYYGrVMOWZW8OQYzH62G0aTz+NYKO6Ywj6NBk8wLwixQtwA5gIWivWeZE6sfN1yoHoKLGXGh4IaGwVzkg8DkyUjJcBBiFvKhsx1jOGRoYHlIcEdiexsCG7nA1PDOcQdJfjguVqdA7bFZ+U5KCtZhtOtx3YBmyCD7RkLhchMpSuQ+3ge241DIr7Ka1B+BFYoGSaux3PwbTySQIn3giRY5DfHZjmICYNpUmFQR3xzDPXk9mQKKY/HTqU4Z1ldpgCnqddatv3EJFPYolWvPeb6MxO1dwRd5piEftPorCEaLfCrJPOUrqjKVmX4Q55bXU+Vocr9NQwjjd0W4KrlrL9bz5hG+tC1941o51lmfw+Vayzj1kfM9IFBx7F8piRv9AJthHmiMXFTXTjQnAaPi+L8dm2olj/VRpZskBUiMMkKl+nQXebDV7ZKUAXIcaD3+pxLJ6ksT7rUtBYsCwACcOO9pfayoXmOL4D9gj72i3R9LsFfbQRpcXAfjtPtlsHo+Vw8p+Ar7yF6znu3Ys4ASbJOslt2mtoQ871RBp9vls3LkIXWd+yq25cN6quwXOuQnT7XlHP6GKNklIaYpar0c1sf41W3DbFWs6xX1P/JQK0Cnmq8FJJAoQWeWu0j/9cg8KqP/c5rVzCxrL33sUGV3Wk9976BwPS8do7lQ+WpXqC8VgVddUzz+L57Oc7m8YIpv6eOa6PBE4MtBXCWGjFDiLPBkh6jkA74WXjBh24lmCtE1sZYoaqcfIEAGmeQJajiPsxQ4nyOoxIAd4I9Xz73hy1CspzZIGW02JYMS4I9G7L39ngYM0Em9cWMuYyvgu3hG1bJ47IjSR1TTuPJLIfPYz26vl7OvstAbusWhooyOhPR96il5YxJQRHflNf3wH9nBbI9G+AsJy5pDfK7LZu+d1L8dXvf8fX32PJNtdTHXmeW9YkDLfoNfagO1AitAc1978LrtAgDpcU8ZZuqx7eAUIKD1nF9bbRvex9AzOu2zt03cL8WWbIMPNX7ta6X1+2bXTgEeCuT5pguiSDruHbwlMHRojXdcNyU/6I7mQ+ZGAf1jOthm4HhHJcxRi3q0of0Pl6DYwEHpkxApGFliwRynCcrljP6fA6fi48VmS8mX5iAL2OQBDBJBQqeEABRy0pI1Mz5ySjx37QGpnGwHgU32cl9B7KCbhOYCb60rpIxs17S/Wpdqly6RrMfqc+yN2Uqg9QyVoaO79s2pXx90mJm1iVjrjn2vkOD6ND+WfaWpBdB9kk9nPFOVVp9JAFU67wWcznU11ogIoHIEFCq/Xnofq3y9oGjMQBq0QBPy+oky9kyzlvs2NC9+57H8dHx07FYj8+UfjspVQFijFCChHRL2XhkVrLwgiMbgCAhZ8LxDcgQLBnfhGSwcrqj3AfzIwsjuwIDw32chVavA8DJihf0WUbKBmDRIvEZk+aFGVJyth0MUwIb4pEEi4I6ARviMwmIBEmW31lxslQ2Ds5jFp7PYAyVbr483vdm3bLfOCnrhuMEkcZ8sc0YtRk87W2Z+m52+132sT8nJjfVwWTvZpkmQxN0qptsGSuU+1cpR+vb3y3mqQ/UVEBSy9UHNsaysvsGWKnqtqtB9/W4FmhqBbzn+ctY4PrevLbjquBz2bOvNc+TU9+THUrGKV+uAcf1RVpIB2jdew7Sus5yVp77M84omSyZH0ER2/gPMADMAD68t2Xjt0ya5ctAMv6zH9Dg9RM42TAEa34MuBZoCjYov+CwugGT2fIeGbdEHXEez6ILDfE6slqCJ8qcM+6yURlzZpn45Kw6G5Lv1eeTvZvB0+ZlbEeeygrthEVaNwNVz89+2FKyU8q1yvYxxyxjxlqDSJ/Ua819avelMkZ1DGuxHUiLHeljl5bdv/W/fld3VAUSLfDUal+1rbWul999z7CvkaiyStZjH/NUy5sgp/alCsqGjLAhMJTM007012jwpAggBCMM0MY9IeZeMmeRLArHCpIY6J0pZvByggxBQ4Idz8sKSxdTpVydvcYMOYFUVlq679jv88AiAUxkhgAWsks5RV/QV1+AuZm8RzJngCnL53PzzT3qFMsKcvjArJmd3cYja4UkuKVuuW8CXUQ2CgbLHE/WBccAutK9mOkLdIvOcujKMtZnt6VFz7fcEO47MTJKy643g6rNSYsNGcPGeGyf9AGrsb9b3y1A1wJEresmy5LH9j1nCzD2Pc9JelIvtMrcZ4C1mKwWAKzX30nfqIBtGRjcEXgSEPDNIMvAy1IjuugESC4ZIiiQRZE1ku3JiHmumTmWEO/lx6SZPqCxODk7ApEtoSy4s2RquIYArloXXJv7A3AoN+dxL87lvwHWllv3nGyXItvlcwqSkFZgN/cEEHGNTOeQtKyxThzDscaetQIQdc8JgARTHuNz8LyySFxLwMZvgKSsWlKcOTtvLwxkJ1YZYl2msEpTGZuDyUD1XWvKvXaDgeoDn2MB3tCg2sdEzX1tc9IXxDwGPE2VCmC8z9jvPpDTxyglAzb1un3lq8+yb4Atzs8y5qleq4KnVpnyOafIVNC7Y/AEm6LIljBQO+U9Z4bJODnIyyTJDuW+dAs5gyzXaesKGW6vfPDMbK6YJFOGCTCk+80AaK5rrBNAj2+zhyMAj7qunCBDMGggt4DRwGpdlc5i49tM5UjmqLKczMLjG2BkjFKyaDyT6+7k2n6I4Ig6oywCG67l/QwY97mNKfNeGagvQK7TdtM9W9/DLLsjOwFSU/fv9P6r3mPqtcaUYaflTAXdGkT6rrFMEVfFv1NLepbVpDIfywbsPGfqfVrf/l7VaEISeLRihvqu1eofQ+Xsu9a+nhlyU6QCvTHlz/OGXIx9/3eFeWIwFigIZAQfuulc9JdBWdAEO0PiR/a71IjsiAvpss/p+QKedCVxLQZ42CMH/KxAH9pAbBkcruv0fNgUxOt6TQAb1/rKV77SHU/ST8pFagBn7LlEDMcmsGO/ri8ZnWRpXOrFQHYkl60RUJHck2uTDBTWyjLqYuPesnkZWyVgE9Bk7JnAT9BlwDupJrh/Mmm5Fp7gyXtn7Jpgbs4w/vMFnFZhmg4F4DSFeaqWfd3fN+DOAOrQkdbgv4yVWTZgL2N86v1a1xkDYvKeLSDTxwzV67YYqT5ZNFitPtfdWDA1dM1axvrc+b+eN9SnlgHntbjtBCi5TgyAyIFZZgOXlw8oQ8PHzOHJaiTTgQsQcdB2UDc42tlmABvBgi403YIZ82TMEJLLt3BNAZzAC1Dhmn0cIzuWzyGo0X3Fxxip2gA51lQMnudsNVktWTIAHnXDt6CHejSfE79l56hbX3KmgBD41JwaJgeVYbJurSvjz8yuy3HGbDnzRIZRsJsJPGfZXaA0ZJ0uu85O9h3KAGon+/OYIZfdmOu0jlvmcpll8zI0yPYN/vVdVcl32AdIlrFNQ8As75uDfgsAjHHbLdvWd708vrU9v+tvpJ7TAj5TDMd6XB/LlEyTv9Ojs/a17YzfMdibbV/72te2EzLyn2SVABEBgtm9+WSwM6KrSZBSXWyZHoHBmuBv7sv9GOBzyn/mMkpXkwHXDPiCkcyDpIsN9kcwYdJLGTWBoevhCa5cSobyuJyLz2eySVkoPoInQKKMEteSbXL5E9ks0wn4bPz2HskIJVjKWYCWGTGmywD/XLZFZpD/gsEEaB5v3eWsx1k2K6uChlWuOeX4Qxk4TSlbn+IfyxZV4NUanFdlrWbZubQYhwRGY/ITDbULv4c+feUaU+48tj7LMiatDzjVZ6pS9/0spv1PZZ5aQGlZXxrbf/v6nPsqaNoYeDrb2c62PSibLBEBbAA8DA6XXZL5kbGw8mSPPDYRoLFRigBH8CLjZAyR53Ke0+jTdZX/ZZpy4UdjhQQ3Bm/X9PxKnQlnQDXgQ8CVsVt2Pl2aZiPPNXayUVkG7s05uj49xjgxX771jAgS8/iMG8ukoIJKk4G6oriMkq5ZgZnr/ljnArhZNiOrgJUp0sdqDFmNdUBRMr7QYysrmX0123y9ttdvWc95jZbS9/gWI9pS3pkWxH5r2bxXH1NUB4i8VmsAWeba6ZO5j21ehpimvm3LGKG+Y5YBlqEy9gGAlvSxQOsCT63nRfqYp/q7Sl+dDemoapS4LQFT9sUWOB7at1bwdNRRR3UD7Je+9KVtJgkBOLAMCQvvwgYxEMOspDssZ7i5OC/nf/WrX91+QGOBEJkNF6sV8HAPJNMfGMjtWm+yQ1aErFOuYZR5nkxLQNA2ZSDuCABlXBLHpMKWufGFcS7gUcDDNZytJmhy9p1MGR9BUDYQ47CoPxJs8kx8BDYyZ+l+FMDJoOV1MzmZSw4I4CwD74x69jhnSyYyd/ajwessvjxlAcVZ9p4so8VbSjTBRl4j+0fud7vuZQF+tUorqGop0QQ4eW4CmArs8jrVEKpgCdEASnd4qyxap3nvVpnG1v8se0OyDQ8BjSrZJocAwNhrjgXbQ4xl7cP5yb6wCmhq3UvpY56mylBdtkDZEHDK/cvYuikyGjwBigQIupZyMdqcum9B0+2kMpKJSbeZ+Z6ctZfrrDlgp/Kt8Tr8d921nEYvoNAFp3gthf0AJo+XeamLBSeQyOzdXk9XWwZzW1e+wGSAjHny5dmodZEZVK57LVeBziVWcgBqLU6ZKD2XYxHc5QzBfFcOSLnUi7FgU+jNWbbWojzcPnTOTu63zKKzXbjNNlYHgqqkKitUgUy2/8oC9T1XS2GnZPu0T+XAUb/zObMP1EGoVS7BVuodn2fqOxgCtbPsDmAac87QQL0OFrgeU3Mp1XbSAmn1f+s5W8f2laEliwG32DIwOeb6fdes5e5joPoMm1onqQ/WDp6OP/74bTcXIqNEPBKDq4yFgeEM/IAbAYJuIhSNMT5mwoa5Mb+RwIrr6B6E3eL6CSjyIWFPYGqyYtgvK5Uz33I9PI/nWFIVeC/uAxgzXkjlni437pmpDNJ1yDEuqGtdmRqggidnBiICGcpsugTXDTS9QLopTd6ZwFJWrDU4sN9UBTyf6SYEeLlkjPfh/gbEO7B5z1k2JwejfluApsa2VZBujKHnJIOsclKRCfRtk9V4yHNaZRpSblUpZzk15JKFrrnK+hLP5r567xa4S8NjKoCa+9TuS2sAXQbW/b/T97XMxZSsSIL6FnCqbFmWuRrTua+vTWc51vF8VabcpwXAWu+j/rf/Za7C/O82Q3DqknJrA0856CMMoA68SLI+vuic6ab1xz5dZ6nQkuLX9aRryvO8Zj5sMjzGV8mMZC6mzCiOJGuWAMPjEK6RsU8GbZs8U/ef5c+YpRxQEoz4jA401lEyTL7YDIZPAJrsm/fMmYGIdWj5TWlgWbOMGSzXOkb2zkabMW+zbEaWWaNTGKidMBhp5WUbyIkd6e5CWoo8B4Rllm6LEar7h56xskeI3/anOmgmm9oagPIZ8p4tJmAKi9H3DLPsjiwDTUqfe6pP+tp4CzANAafU/an/vW7OWO8DTrUcQ8fUZ8h7LXvufT2xRGPKNOZaY0Btnl/vJ1hSElBtlHnyorp8zCwuA6VrRxBgTI0uMZWtg6+uKcSYIBWei9xaAQaIG9jN9ZwV5rX5EGvkjDx+U8ajjz76AOuZ385849owSC7lwjUEW7q3AB0yNJwLa8Mnl4MRVAnccr27BH0+r0kmZXtksWTY+M8xMHk8h7MIzYXFPpg2mSTK7nux3jjP2XUG58sYsc3nsUPmQsGyV3ycjScAMxZtqktilp3JJgfWZUopwbrftk2+iXmkPdFuaWf0u1w6qbrdk5FpDVo1MWstVwVlLaXsYOO9HWQ0KjzevmAfyJQdLUCGVGDnc7k9XenV3VKfZadun1l2Jhri+T7re68gYIrkdYeAUwuYpdHteOoYglSjOGN56+ocQ6zUsvIvA0z7Gh+kL2bQ775yVQDZOn/ICKv1WkFTGoB+b5R58qIyHA7aacl1Fwx3XSrLWhmCDgtf9+VDqoid0efAz32NTxJICDCcfm9eJNd5k1Wx4uw8WtGZyylRP5JxQOkKyHihGtCeDSg7oQORnQPAZ92mRZ+uvnRXZgxHImfLkCkbkgUTTOnS7LMWskHW2I/q1phlvTKk0IYYl6FjxyjJvuvnJxU6ihzwRB9zCSaz8LusUVWMVfll/0dkP4eeN8/rO66CNLe1ZsbZvh1w8ti8Vl4H6StnLdeyQbPPqp5l89IazPtkzMC67D0uA0z5Pz0CGsg5E9rxQ09GMr+27xqPV595WZkruM/+sa8xZuS+9BjVsTDHwCH2L49v9ZM+w69Vz0PAzc9GmCeBgrE3skMCBZWe1mjSjDl93gV1iQc67rjjtq8pEENkOETTPjSWrRQ757m4rZXMvbkWZZOBEoQYzE5OJte6cxYb9+Jc7q8LUADo8wqOHBgyD1MGn7PfQUMAmaAL0d0Jg8O9sdy5HkH5WO6UH/DHzD/yaDko5Zp3lMuYJ4O4tfI5hueUrbN+zClF+Zg9KWPg+R6X2c99h5RdNs0YrlkODelTjn3gKpVYjZ2zzdNGz3KWs3Txisye1eqVFaUdm7Wf/xopiG0njQLbXWVxUlnXsmWZk3VN4ONMUo09+6P9HNFIybUr07ioxoP3rjN3vb+DhIZLNbr6vmc5OJIDebb1KYB2DEOTxy0DLNkOjfdlDEP31kk/JmR2XMsQlT5AsC6wvq8Rk2UfdpKTKXfMX+j9NbByzOybhFLZ3iQElgEopdZDuu3UTxthnuoisRYkF+StDFI+ZDZQ45Qq1VeRqWChTmVOH3CiX+/hMjGc7/IkBnMn2EIyaNXtPmfGJg1RkAme8gVbV/l8LaSbOaPM0M6glO4/n9X4EmfIZV3lbEDF+zp4mAAz0X6+T+s3G62dUACd6SBmOfjAZ8y2qQCq/m+1/bQaBeeIhogpTfikO6zqCa/Xsv7z+KFnaFnESLK1HpsxThp7urVbx9dByLKk/hmqq3yOmXna2zKFlcn9+Q5bTEyLURkCXC22MxkdQ2CMsU0XdHpQaoB4q+xjpO/ZWpKsmeEshn+YXFsDxolh9r2MJa59r2XQDbHPQ++p9X6n9sFJCwM7qPItwrWSqJRc5kNwQ2Xol5VNQlGZXDMDrQU2WoCek4v9It5L5sgK9J68CBgbmJVznOMc2ygXMaElDAz3Jb+TVqT3crac7q1MC5ADhnmTZKGcnWaeKrOgA4aSgbMBKLJErKuHNX/+85+/Y4YoIx/qy/qmLnk+ZgcKLK0zZxWm1WvGdOlez2E/97Xs1qUz/awTxESivC/uT66vDKyfZW9K3wAwVpGmwk5go6UrI6mrnnbON9Yxx9BenKnJ8TCpgnwHASTjNPJedQDpe5ZqqORx1QiSzSZXGcDpSle60tZlLnOZrj/RH2DJyCdHv4M5o+2zrRqISLK6uk2SkVJXjAFOszFycKVvQJ1yPjLkyqrHV1BVz62GuGOQK3wIohxrzAUoMeGYZ/vPSR1jn3GobS56dEYFTegBxl0YasY38xe66gjjJZ4ovl1Tlm9JFsGUYTduzzyGU0BUEi076XejwVOyPxlnk+6bluWYx/o/Z9vpFsrrq5SVnOGWzJP/VVAJpkwNUNG7dLzuONMn1Fl4yXrlMcnUZINOZZpTlRGP8dp9nTQtiwRCxnJ5PxoWnQXRAnGmHo0UMdN7slZSqT57pUIrI+bH2XX5XLOy36yMVQhjLeNVAJTtqm6zf7gEk+tMakzJUNJ+aT+2Sdptq90sY5WW1cMYRqoel24RFw6XPfM/Ch5ApWskl2cyFMDnUgdYN0PlH8s8zX1s92WoP+V7GgN4x/TfOj61ypPeiUyz4VjBNzqdb5MoOzlIAFWNixZj2tcG67OOBYi1n+m6o9+gE5wdz/gimOJY9AliHKUeGJ+bY2q89DLmF2n1uTHn7Rg8weIIUHgRKhCZDR82GSB9swIiUbGVZlZwlawz57Bc/Y84Cw0LMGeCWal+qHQsXQNZeSkuzmuFSR2auRuLU+rQ5+I4kS3HOcONa/HbF226Br4FLoKdDOh2ZpwNO4P42I/FbnyFGdpV4LBRghb+s0zO5z73ua1//ud/7upHBW6jvNCFLtS9h3/913/tymy96xPnGOpGVwqSMSeUST+0PnXuo8+d5yKebBXrbJbxss6Bc4xFXfcl3V/dYMbr5SQF3eP2F7fRjs93vvN1bch2CLOT8YwJuNIwaQH7Vrlze6bcQPKaObuUvoC1++lPf7p7FvoVH6xk+hn6Dkv5wx/+8NaLXvSi7lj6JufCWnHc5S53ue46r3rVq7rVEmrMZl/w6RBwmgHT3pIp7ymZ2hYL2jq+9e059rX8jzhO0decXJTjmmOsYEQDJ115ydisosv39WTmHgoId4ymfxm/pafHeNwvfOEL3TH8zpheZ6TjUTI+yvErk0Wv8gyel5PD1h4wni+zTsOviqIyGVps/JZJydkEeU4yMCq8FuuRLyobl5WpLzUzc3tdA8hdrFh2KcufCtxt+eyIDSRnP3g/r1mD4Or0ZetRYEpDofHIFNm4+KDUdT3yn9+6TW2QLhPjdasrpMZvub0mIHUQqkyjbNcse1OG2JkpAMptLYZUXWAfo11o/Dj1X8VoDBRGgi7/NMSWPUu232VM1DJL1P0aXhg2BraaONfFz1nkHBe1xp4TVAyUB2zR1zLOcAxDODQg5/PNfWxvyBRmtO+Y/M7r1t+tNpAeDr0rhsZkX5OBcnyjr+mhqDFE2U/GAqixwH7RiOdVV0hUZHoQ+xbnoCOMTzbFjoyvLHFigqy3VYHg1OdbKVVBgpdM7pizz4xr8kWhWHmBDPp88qE5xgryNwJw4L/K132ZisC4pIxnQEkDHlDOWLeyK5wnytVnjPIT0HGczJKL5Bq3hPhbpgzhmxeO8jS2SXAoIvZlE1eVL1rKUWub8vLMAhR+YxGbU0oW72IXu1hXBmJHYMz4feELX7gDULBBBg9iJbPNDubsSK7NuZQ3E4myXT90As7M+u67nRX6oSP1XU0FTq20GxoH9m/aLu2JPoaLiz5If0F5n/3sZ98GIRzLNo+ljcKwqkyNd2rR6Rmb4PY+2l2joRoq2Z5T13zmM5/pmFwVuUDpale7WgeS6C88F/sueMELdjqMPqebxBmz6jrLo67JwSrruuUOqftn2T2p72eILRrrIvK4ZHpa77ZlTCfgytgewyicEc5YwjdjDG2O/ofIQJkXkXZcXXnLntX9LeNjXyOVh+Xzd64Sop6gzzN2UR7GYDwrjE2On3o1BF56eI499thOZ2DsZAhAi/0aI30M4ZTxbTR4ygu3bpbUu/uQOu2zUmNWVM7qalHuvsRkoWrgaSLwdOMZOJ1xVl5Ha9OGKJpPZindkdmw64urCt0GljFG6ZLIKc0ZvyX4pOwZF8YgxDO5Jh2DEQ2PD0odoWHmzDvL570Eu32AODuw7KCMU3aOWQ5tGQukfOc51b6yrhkfiLgskZMYjCNy4gSGDNcw9UiCjGWAr+qglFSGyRq3BkZ1jIZR5nvjo3vAvsYzUG4UvstJocAFT6nHsh8N1XEf0zQErGbZnNT6XtVQbLXZ/OS96nfftXLig6CdfRIPzrJLD4ueCX7TJ3M2Wyax3Qljs69R7hwjcjzTQyUpIkNmbjiZM8Rxx/AgxmnB4Ni42779y+p67eDJIC6ZIDNzJwhxbTtpfBkPlA7nuP6clWKcBNegYhj4M9+KbJHr6ck4yfCoII2bojzMkBEE8Z9r6v/lGACIdKbUIPdyJgAI3mj/XBA3F9F1xiDghmuCntPtp/vL53CmmzmmVLY8fwI+hefkHK7PR/+25XZNPbZTXq7Bc1MmMqq7bp3Px73oPA4ClJdjuQ6gS7bAmDJnQ2a+Dq7hfWsQ8SyHnoxVmDWPWc7YyWNU5AIhlLZtXFeYTOpFLnKRrr3R9uhnxDnAtrYYqLFAL8MINEgEdGkV1+enX6l/+NA30BFYwBmvQX888sgju/KjU9An//Vf/9X9pt848xYxvrAG6Q49wwyUDq5UgFPBTn4PMU91f45T2VYFE2OkTrbSdadnxdUyBCLGv/JNW6Zdu3IFsXl8O45k+pCp4GHRIFNa+3KFDt1wzrLTU2X8lmM8/9PlZ5hNEhRpsCwr+1D/GjLI1prnqUXRJY2XykL0S6VQUQIwJGeASU2qwPgYBJez6jLBVlaW8T++FO+dM/sUG59xQYI8lTwi1ZguhWRu8hq6u5B0b+SL9Tlrxu98admRDKbPhYcFrZbH59Z9ADgyhYHANhuYz6JP2aA7ryE4tJGnZSJYWhafMsvuSEtR9CmPlvKfcs06mxapzHD2YdqYVi7AyBg+vjUW7NMcx29d7GPSX6wCNFrMTtUd9k36AqBOJlowZ8oRjTn6C+XW4BOoaTHXpR76GIeh55pB1ealz1UzBJz62MJ6bD0nrz2GXawgLu+RY4uGC78dOyUlnGzl5CE9MXVc2ykDtSjly2tl3C+/1QH0MXSAE7ByjFfv5LM4Ri4DuK0yKauyVTsCT7ATqQhFuFYMPkz8mQ7IMjQOyNLZsijmGUplK0vDC6eCjZEy14MNIZNqmevCGXECLT4Gq3I+ZaOBOUUSxc45zATKWCZjhZwZ9OUvf7krn0n0fCmCOwYEnyezpHoMv1GyutFcP8syZgZiZ+8hbsdFgMiGHX/88V29WY8wT6Dyc53rXF05fdb//M//3B6cEOvX+C7ZP2OkKBdWt6DQzNBZbtmvKTMSZtmc9AEjAW+m16iKJd25eW7fbLs0lmSa8ljvKVBnP32Htslvk1HShryGmfVpg7TjL37xi13bNsdaljWVccvStLwuv5RLD9VypkGQhoKB31wDC/0DH/hA9wzOciXmyRmE9EWE/vj5z3++G5Qqw5B1pz6o4GkICM/AafekMkTLBuc+9ilBUXUdtwb3dInXfa0yZDtORspZ43qA7GvMDHVFABko+hieCvQ7ut9xKO/r7z5X5qIku6110DrHezh+OylKEMd4yhjk2rGIRIU5oRyHNWxafa71Lobeu5KT19YKnrTOkkbLvEVS1bww44gEMvkwDsJab1QGL5N9xkQIZpzyr6vAeARZEh/YmKBssIIDk2kaLCdt6MK7+lON8OcYFzm1kQoEE9XrqtQnm7PU6sszAFs3ZR6bSlWftG5Hg+NzpgINzmcxwJX6wsVp4KB5aThel6CNyHci66Z70WmuBu6l29FzMwXFrNgProxllIYo7T6mo2+wqAqzBcrse7RBFDPtkHaPOLHEticYx0BgO3pAENJXxvr8dVvma3NQalnvPkNOOlFxalAA5gBJGiqAKHSUU60JiJfBzoFwWTlbz9Q34Mz9bLPSAkh9v5dJ6sop76+vLdum8pgKBmQ4NexNzaPnQXeYnhnGD8SklMb15b1a98lt9RmVuq9+2z9z7UvjejWaJCKMtxVHOP6md6QFdofK2dfHsvwbYZ6sYJWfgZJpwWWuhbS2ZFtkPGSsnB1gfISKTyBhplTvZTCZEfgoZV1OmcfI+wsOuN85z3nObf+rvlaAFJajZcj1dwAhXJ9z+A1K50XT6PgI2oyrMqcUz5qgjHJoSdtwk7bkt4wZ/wVYNhxdncY7HXPMMdsgCov3LW95y3aMFc9kp9D1gMgMZtoG60AgxXlcM33mZGfXnSrw0kKflfrelUzc6vuWWVXh2FfTekXS7dxnlfdZnPVYsx5zDH2HfmbuMtoYbZR7yQ4j/CZYmz6VDJT37QMnliODz/NY99cJJzlIONPVfDL0L2f8sB0dYCZ1jkXhA64yqZ+S6Vuynuog1bLa+xiHWXZHWvVewUKC8Jy4lO8zDfkWEMr79X33GTKOkbY5x1a9OXgfaMeMJ8Y/0XaJgaL9UlYMbphVPCPGKuc4PhSmsWgwUH3PkeSAKXkQ3YeOyZSPfpc5Ex1/MGTQJ5mXcYh5GmKckn3Oz1QZDZ7qjDOUoWkAkk1pNTr3a6XVDOO8XDNnZ6S+9zSmwAB1USjnuYaW0+8FLAq/jVfgfJc5Mc07SlFlm0utCMxMUaBrUNelDIz/DSI3dX5XuZFmwUaAZKC8geaydnysS6lJj6XRAIJMUsh5BK1ahly0VwYwO4MBdwIhyuwzmUhNt4QzNaqLMd/rLJuRoQGzz0qt35nt21wqSAZBV8sNaTFLFTgpQ5Q+nwwAp72h0I27c5KHSp399H/Oo22bC6ouwVCVXAIUn88y5LOky0x3fx5jfahLOB7XhmEBDEosZK7Bl5NU7Fe1f6T1WweXHFjy+FqfM3jarNQ6bo1fbq/vp05SyDyC2a8yfhRpDfh9wKNVptym0Swgoe2yzzVM9T6g180TaIiLJIjg3+sMAb2+OqygLr9zv+O49SKTJNuEES/Ti9i/AFVJklQ95vWrpBFVddeQEbhW8OSgbjCyg7MPjm/V6YTmZNLl5CK9uqGMacoAcCsP4Vz9uF5PcGV2YGM6RNy6uTjXCvd+KGwqX9+vCpprgLp5Jq4jeMlcVK7XpZsuG6uxUTxHWgF2IJ/Pc1JBO1Mik1n60a/r/3we/xtPlg1ftyTHuLQLjVGgKLh0qqjvRBdnxmTpdsmge92JrUFslr0jKinzmxkbl9aqM+PMPGwfzbxOLUbK331WMfvsxypT+ylgxABR3cwCfZQ7cXu48PiPkne9uQqm6rPmgJXbExD6TMlu9wHBerwAUKvZuKqsB2ek6u5OQ7IC01bfabFNPtcsm5Mhlm/Ivep7zJU09CTI+NseZOyN3a3rtaWRskr5E5AYb8h4x7hmbjXEUBu+ieHT20JfZBw0Lpg+WoFUX3+v/bCPkUo22/HQ9u14Q93p1VGHGCqUa7umnuqTFjiqaXkyDYLeFu+7VvBkZk8/zvIyuaO5hmBGADnGJ/HQun0EFIIUl2HRbaWi4KVyDxRnzlDTIpSxyoScbjeNgdfTOpRyJ07BF8q9DQa3UbNfAOX5TgWV/TGhpoBG9x4fU8lnA8gMqTlQmU4AS9Z0BlrpJhNM9ijfQ7JZqWQppyCIbQJDKVPBnq4+G3PGOmWMlddO5lBwOcvBZ6H6LFXbK32J9pXtnvdrMlgZZPuSv9PiRsyvktJimnNCQVrefAOGaPsAOc7FfWcskUAKHZJgPl2AQ0xMDmotNqE+T+v8NGLyej5XBtc7KNp/jQnNusny5D2qGy8HT8/zXnN84WZlqD1ku2mxFrb1XLPNZbW8tmBab0EGQieYyHu1YmeHyi8YQQRmpp2hP3Ev3WACJhfrZZugyjAcDfPKQGU5FyMAVEo+U3Vnc0/jiavrM/uauqsy0q16ymu0AJRen8xDp+dp7eAJZCooSRrdgGRBgSwQItthGgA+KkWDmzkeBW4wKdei8XEueZc4zv82PpkY2SsHetkaG7RAh3s4c497WYF1VXSOY5YNA4v0pi+JY82pBOgD2AEUbbhpAeQMAa6rVWqckS/N+6Z7Q1CkMqa8Pk9azqJmwaJlkNLUtZiBd2ZXp5GY4M/rODgKnBAGNt9VfjtjapbdlSHLL0Vwi1I0zoiP7YD2IShHifLOadO8d/ObadAIpvqo/LQuq/WcRopsr7nYaJ+0RQAVOZWcBUv7okwyvZSbvuZsIZlvBwnLlrFRQ7MIU1p0fQWEHpOAMgPRk0GwruyjyU5l3bXcPxo7Gky8D+qD75l92pz0MX4tabFOudC8RgDjhPuQNP5N0UFbcdyTTRkTCN0qU7Yxx2evTUyToSn0MTxEeo2cjW6/4zf9kW/6qrrAme1eu6baWQwAmGUGTDUe7GfVCEqwVPtQBWwVKCUmMIQhXZnGhZHrcSPME5WKONhWi1RkrcXrA8veqGSSKkNJ+iJU6FpyHE8j1A3HfgCcyR2lxhHzO6m4qAyu7fR+GjRALGODHEyk530BACKVo3FSlsXAcixmaFGDuDP5p2Xw3jwr9+b6dhLzV9l4BFWppM0n46K8MlMJ5mwYskLZAQVPrselT1yULUNm4sK0GmTUjPVy0UnYC62sGTztrlRFVRVQiuyg7jA+roHo8ZnXjPZj0DZAhfZoIsgEPy2LWEYmWZOc8eb9VL660KXnDb7GWKFfCRgsN9txJ/AsLppds4LnPRWfteU+y7L3MUB910qjy+vJLOeSTnkPt9UYEI/REjbHFO+KhJw8P8Ay186bZf2yjM30d4Jt273MhZN9BCjqT493Mg9txT7GMRnHo1s4Y3mqyyzLW8FJAnlEI1hDyUST9HXK6HhGH6TsbGP841kAXHpaEI2TNAIWAWSWAU/PqWXOsvedO6T7kiGs4NZ+lR4XUyHxbc5DZ89O7Wujj8yZW4k+ZU18+WbHNhAs0Z+DMedzHgpa8IAkK8V2173R32kMlQHaAjHBE/t1a/HyuacVZayUgbSp6AVmlt8VngUR3MPkm74EFDzCAAOwct2ejLvSnWeslDlvAHaUx6zKvDwD6V0XTNZLRs5ZhcZ9CUgzi7kAtuWjlk1Il6QNhzoSRFHfsmVsFxByHDMWZbJm8LRZWcYuDZ2TYEUlTftNxtPV2GUu7UfmUaMd8E0bNRtwzduWoKql2FpAIkGGMRaUydQgrgivG9k+RLtFD9B3nP2mezvbfc54S0a2xZqlwq9WvtvTsKpiH6isV2UDVOLqEpW4yXBV6IInY1KMVZvB0+akxfDkvpak7kuQk4DeviYzxbWcGEXfou3Slg0BccJRLp4rSZCTfirrU8trX9SI1g0nOK8Lc6PXaWeOnY4tjDOuEwugMgZW9/7PIs6qVX+t331lHqrfBFwtoJRMc+qY7GtO4jIvI32K55XdNWxGxnCsjO6VDvy65lRKvmDZIaZCOvBLQao4pMmMc0J5Wgm6wwQKKnau67RL8z7Z2MxRQZlgf6gEGiTHY92KsG3ENsK0Bi2nM/1giWhMgCkaDmXi2Y0NUblR0dxL9xwNzHWG0pXGR1bMl849MturyB+XoUu+ZH4nflMmF3iUZjT4XMqVa1EPLdqXejK9Q85y5Hl4DgcrGpjBvPzmHOqS5yWhqO7EVQb3WdYrfe8gFagTCFy8OnOoJTjhW/edxpB9D6WJtWx8oLnSajurZROwpHuc7c7woR1p7MhAsY8+awLNXAuP+wrmaOem7FCXCBbTAtcdn/XSqsMWcOqL66vKXQtfUYGr/zLJrBavH55Vq99A+XTbJWM4y+ZlDJCq7ugETsn85JqOmSHbsdK4JJMbm2aGsYj+6vJc6T63PVfjWMm2bhs0pshcT7QpxNAXxgFnvjIWkKKGMkBeUEb2OfbYx34aICoNlFp/yea2WN0hYGVd1//V3Z4Mk54w45d8NvoV4y79CvecfS37WF0mbW3gySRcFtSbeEOnQmcMjxVlY5E9UhkY45TB3wY2p4/S6fPpqnJGn+4qGSNnvqmYM1bIa2dQqGXLsvsiMwGeL0SWTJBBI6dhsQ+3VqU1LZuNJ12GRx111DYz4HYtBERla1yYLj/dboiuTi0Nn1+gaWMC/KisDaLnOIGYgcXc28BHFx7mXPbLmM2s096RIQs0rUX7hu0H0b+fTKxKxz7Of9o3isY1sTLbrxayLKmMV0q6xtNitA2bf8yMw6kAZY1lyrTqteSNeUxjQ0Y2reNkBypb4HG5NFFrAFVvpfVvn7auMs7QetSq1yhyvU/6m/nk6FtawwKsXP9zlt2RlluptT31uzF4TmoQFGXqHPtfJhrWXSQjZeZsdL2z3lx2y7Xo+DYspA+4ZBlt3/YHk9Dq9bF/2d40rL2m47qGt/kMfxJxh3VWnvfPcd9y1PK22OsWYFLsC+qI1FOtvua4Jngyz5x9rc76n0IKjAZPIFEKK3PhQ6jgrHgpdCs006gbW5HT4zMuwoBv1+ExBoIHTwrejMXSmwa98t8lWFBKouSc4pjTSxHdECp2rWLL4DFS61q/0nw8hzEZ5z73ubcbtkqV/a4yb0ZlGwNgi+NgnDiG6/Gsgk+zGbOfJGEG02rtajXILNkZHHhyZhyMoLMsnF2RsSqUBUSevnzTTVAu/fpSoTOA2ruSoMH4N3OyyWwItLU+bS+ywzIf9rEKmugDKGDarSlFBFN1ZYFkoBI8CVY0DMw74zkAfePtdL/rhvAZvIZuOxW0edCqNawFL2PutxNOfA6NOUVQl6BPkVkS+KgP7Wu6RjRUnJnMM8lky/YawMu3/Xvua5uTdPWMqWfbdTI7mQvPccaFbTXwfaeZJ8zYVwGAbdW4XkAY4y7fta+Zvb8yrRX4J/vqmG0IipOnHKsc2ykX5eebe9EPc+F4F8L+4X4GShBVWaU0rjIzuIZKNV6yvOmq8zsZJkGfekuj0L5GH7N/0Q8FT/Y1DRQkPUT1GdYCnix0vmwbk0rJXA11ymHmeOC/gXMqHV+stKSMiWhdS64GqxtHlUHaNADzWjj4u36e9GUGXouKa7CZFrjslLMPEiTamGr8SDYE0bvPaF3xrYI0mM/cT9ap5efFa8kYu6W7TuWa7yNjWnwXNhitH2laxQDCTHNg/XutamnPsjcl2WFncZoyhHYoc6kCT5e6/ctYOkQLWjbFBLIaFC6ZZGyUs3uqZdpyhdhfnHXkjFjd97ZvYwIFYAIZhHs5iOSEiYwVyXsJupwZa1lNFJtLOKng041nH7N/2acy7EAwhX5CeVNnMg0yT27L9Tyd4eqgMPe1zUodnPti3XL88v070DqeaIQLvjU0jVt1rKBvOdBne/F9O1PWY3TxMv4YSuHYY8qRBPxJNFh22R31gUQF46LB7tzLvuW3IqOj2+8nJeVOgjb7SeaQ06iyjPY/v3OJmNRfiSESPJmTye+MGcy+5kxj6s9loNR1soItl+tawVMqTxVsvhxeojlcVAQ2KuOM+PDSYFKcieAAbYWnUnLdG65p8KTJOrmnAej+VxnCBBlrpduB6dFOv04lq6WQlKoxRAIzjgHxUx4COWHEeA6Wb/Bl6BIRdOg2SX+4Uz+JH2E715FSdJV2GrMgR/AlWrZ+DE63nFozFQAmWsePTTmNFeE5uG8G6Rs46ICVgMlGlu9nlr0ptkEVusyRClFXuO2GtmbMjfFPGgi6y1OhZlZ/2jTtVvDENmLk2G+sYrrKkNQbuhRUuiaglPVxxo/GlgrTMjq5JBU135lUL10ClYmyLQuiTMjpulup2B00HehkYtP6tUw50xVWF8WtNawyNzdQGpvIWBZklp1L6rNl9V4BFOJgn+OKAdouuG5ISQ1QRgfz/nXZut3jvYeML0YJcUcGcfNNKgJjbu0zObuzxkA57pkuQTAnYNe9l/nXnERkHTjO/u/+/iGIsry2Zfu9aXHsY8YqG4crk+YYI87I96L+cYyWDMhvyuwkM/MzygQ7riX54/iWoTsbcdsZO1SDvqpiNO7AQrovz7NxSKH7YjOmwBdtIHPG9KjQlWqdGfiWis4XZnyQ00ONR6rPlw2Rbd4vY7PSHeHMmWxkis+mhaFLQRRtEK9sgIBGqjNn6rDdZWBSYcuSeX/LloF07KOR8TH1QtanDdYgV33BWlmydlPQ+SyblVTkKcnO5sCv9SnYyNgn4xFlQXU16YayXWoc+NF61Cq2jaYLPt33GYfkd85U0uDKxbgzP4tpGHQlqz8yV5qMdot5Sss8+4sxgFrWAj/BnfeRXU+WPfu31rCDDwqdPqcLkrK7tFTGcdaBO0HmnOtpM9LHOFU2vyUVQOU2B+OM00Mcy9SttAXamUumCFqyfchI2kZlJ01H44xVzseQSZdadaH7XPY5+5iGkGXkGPuY7VxdordkEctApYGSYyniTPEkLDSIdJvrMpP00NuUjFOWX8JCI0QXueOazHh6sLK/ei3fUb7DjSzPknEKdnorwQ7ucioWXmpO5WOWbwPjEJGgStmZb1QMDy1YkEYnNgdlZJZUFZIKzwDMtLzN2aTF/LnPfa471uey4TsFGnYoKVqZJZOc+VIcgLQgjOGwYSW1a7wSolXPizMRnrFbAkoteQcurRP9zplDy7T8NgSnfssYWv8sgSGDJ2Usfel55vjIJJkyZq2Yj1n2HnBye53plgn7kLpYtcoIVpL3T+4T2if/ZTkzV5urBaTlSvvn+sTp8Ztv+h3tRxdDBSf2BwcXrVJnIrnYtbFPzpQRPNU4pQQ4aQXXe7pdSVd31p0GVboMZRsEZIIgE+waDK4rwYHIa/quWkrbwchBeAZPmxH1Zb53JMGAkv/TGEkd73cCYtsg3ouMR9Vlbp/TE8H45gQfZ+rp4SBuJwEIfYo+9qUvfanrK5/97Ge7vuACwfY1nyfdkY6HXB+2mP8w0HzbhjmWMtiXEIHTKff3PfuBIvNaGSjJAAFbxiim20/wlHUqsSKWSBCVdWdIQXV55/vI7dXVOEVWSiDiA9rYBFNpjdmwbDzVB2sDSEuuxkYJfgyg8yUZU1Ebb/dAcf90W2m1ChZoXOlSEKlb8dkJBE8OGnXGng2qZmLlRfrfayC8ZFmmdIUYN1XdDLrUXNrGOrcjIjljQPTue9Ia97icTZWdKQfdbGSWR0VTZ1PNsnlglP/r9rqtJa3BIM8TSBjvY3yg8VH2WcGT5/JJ5jINIZQkAwTH0DcMns2AU67tOcbhtWbJen+Vr8aCQEblJwOrYeLAlVZwBppXZryCpzrYIEn3C6q8jha7AbfGYqg7EgS13Jh+z+zuwZPKPFWQ6+/We2u59HK7bcd2oHtOQGXcsIACyfQ9AhiN4oxhZLwxZq/2tVwpAMnJRJZVtjfzuXlu9oUENPuK/rHvp7dEPeF1zXOmCKCSIbf/51juNdKoSBJAPVSfrSX1ffrZSMxTCjdVIaT7CbHC9Gk6bdAXw7kujGsiSy1XK8oVla0smRypPBkrrGLYGnMu8Q0yz1gHG7CgCWTNNbmHL4IX+oUvfGF7PTnp/3T7iWoz6DqDq3meY445Zns7SpO8SAixHw48yUAZ7FcBjfVgzieD3VT6xnxkR2Ab4nNnY8uAWqlYRPeILlI7iu/Yhm/+Kt0vWvmzbEZUrA7WtZMnmG25elLZpHtNsV0jGS9om2S/2fGxlo0lgIHiP78z9oD/6VpzdiypOLiuuZiOP/74ru0QK+iai9L+qZhp27ZTXfcaAMZZ2JbN4+bx6UJLA8fBJusgjQbbf1WgyUDlIJl1qxvePubMOa3hdPnVd1VjsPJ/naE4y+ZEvSu48X8yNpV5qt99BkwyUYht1NUuHPQZJ/hNHBPthjhVWCjjYnXpyUQ5Y4wyMpua9nv+85+/a4/0NdlfviULkiVKoONYYdJOtjsL1uPSE3GS6EsCoWR2Mqjb/3l/Q2UEj25Lnaf3w/avoZKzacUNGl4tkNf3jvL9thi0tYEn2YaK2LTSKoqt8QzZAFXUKsWqHPI6ihWb7JTWbAZ7Z6BdltdGYlmczaDizEYpK5RKXeWbMQ6W1cEurVkaiiBPKxlJRK517GBR478MhjUXiO/AZ63gKRthDo6I9aI1L1Dz/eQ7y/pOd0VlombZjLSUdNLPKdU6bkkek/2t/s5r2CZkU53AkDNfM0eMDFAaOTkz1TQbTuCgvVbmKdtqzj6q7I/GkRNQNAYEOvaP/CQLVRlXROas6i37aa3nPAbJOK46c0pGq3W+g0XL8m0xILNstq+1+lAfcKrnDenEZFXyeum5QJwYoReE33pIzAclkHHSQjKtugCNnzKMJdOOZBygbTTH0WybAirPMWa4jq3pjsyJVzmOplGvnnAMboEnr5nnIHUSmn0r30N9Jy1MUM+px60NPIFcRXi+UFmLRKX6YBWj8VW2BqtSuaBqLTaRZqXYrUTRppnGuZ75a7Bspfr1f7KUiMDGGQO8dBA518Q6zAB1mShZFWdA5Mwb9uVsOpViLpWiH5kyHXfccdvAy0GG37BjWuhci/xQ/MZvbVwRQhl4FmcLOGBordjIfAeZP8NcWNnxrEfqzdlK6W9WZKIoi+5V82212I5Z1iuZ6qLFMNluq3WVv1VUafVWJZHvXAOgKnXaCrEUtGfaCzNljT2iPbtmpDPHnM6c2cul1M3NRMxjxjwJNATruBpkm5E6WcPtDgZp0GRiXacwy+xq6QpoBDp5nnVnEK2z+9KNZz1ZXiefmB4hDTUzOyd7JQBMptc6rwaa5Ztlc7LKAFr70RC4UnKQR2R1HEcdFx0vYaKIzTUvmLG8xj4xZvFtOIrxdsYLc13YX+OLnXUry+pYbIqQBDyU0XAZ80IJgJKhPWnMfMMTZPyxkyIER3ycQJaGReodPtWj0YpBEzxZb27L9CrWbd87SSYwGd8pMho8JTpMVmKI0vShVZDu85z0h3psReVWcA4OSa860Fh5ABdemEHPuhZlbpyhYBCcjSZjnSiHsQqiepWdSjiZsKRjMz7DmC73a2VridfGkM8sIGrltspgPLepnDO+zDpLhF791OnabLmNfG47ebWiZ9kdqeB2mbKuIKie11ImresluyLwFoSrCHVnm7xShgrJtqLSTAs604Skfkkm1H6cbnLLax80BtC+52w7BwL7Ir/rTN0cOJIBSkY7mauUfFaOTzCY7FSe5zY/lV1qMRuzwbJZqf2ij0kaAllD4KvV9xJ4pWsKUYdn1nvjck0kS78zntc275jluOHMURlg9id4MjdbHSNs+63xIrP3n3T//RHXm80Z4j6710hmqgKYWj8tZjzdqsvY4Kz7FmNf2aepMmltOySnEdeYCV1bzgiTndI6dNkRK8DcD3zrTvKaSdk5mJu3wYZRX6i/9fUab0UjI6dGZgs3+Brkzr1knFw6RbYI5sdYjryes4FUzk5RTsrT/6l8kUT0bIfh8Xxn9TkL0Gdz6Qo/6V5IV6AzAolNsRHL+Dmd3JmJuQhlumE8Xv+yHZdpsMZzzQBqc5JguRVYXLdXqykBcQLoVNYZ9zCkSJIRRpxJJ+igzX7605/eXj+Kb+KQMv+ZM+NMwuo1BUTmaLFv076wurN919lz1Q3mMzvoGF9h2hTKLRvm1GbZV5V/Kl3zw9iX+wbEdFuk61FxoPJ430+yvVnHGVDu4ImoO2fZjCT7UOPQWoPrMgDVur5i36xtpTJRuWwReZxydrTpDBifjEn021go+1iywNn/+aj/kRxXkrjQyyHr5Ey+73znO9vGCmXORbolJHTXZ2LdJERqjF/9nSx77rfv6Wnxei6fpqEvk6ZbvoJVr90CZGsDT5VyzJcgeBK1Gli8zGefQMAHrsAgB4ak+xLJ53EyUFKfKq/Mks2xUpHObsjKzpgFKX9fvCDKe2WeJGOURPotFi19vz6vVrOujRzsrGuPye35HtymxS3o8VmsY1G/ytv60pXhu07En+9pSkDdLKuLdT5kEQ1ZTLXP9Sn51nF9lp9tNYGXoNwATicXGGMhMJHZNc4hLUkVvH2LY7WgBRS242SN7Gu2Y6TOslEvqGRzFl+yuTXWyL6W7FBfPXs/+16C3QqSsh/Vvpt1nbptloMj9f2swk7U6yUIGLqn7cT2lzPhdI3LQBmSkbnP0jjJeKQcQ/g4Rub90+VfwZNlONn+Md5rpFtaVst+VlP2tBijofpo9T0BmP2+kgo5Gaoaox6f36vIJLcdN5J1qIhR/2kGslnBMhu+NPMrMTvOVaQzqFzrSzrRl+S0xGpBZwLMBBe66cxTZGyW1jPXIvN4uhj0JWcj9N6UVwXOuSachNXKF+ZAkkkBMxiuJgAzFiqTh8qQaY3r6jCgUBeBg1k2lBygjNeQOeSe+oY5xpiuGleCZCI3LWzuAwPFPS9+8Yuv3PBmmQag0grLwbYOvLKgeV7fdXPgH6K1KzOVrlvaI5Yx7ci4KGL3jO3T6uXb3DFaycYVKrooVMj0LfqG2YEzKab9S1eGfSyNOcR+Zl82NjMVu+xUBqcjKvxlE1usa5W5sY/OfM3rtt6L29J9nttm2Zzkexk7kOZ7rAZOi1Gq0jrP7S2x/aSL2aXC8DCgp+1zjFEZV2s8Etszi3lOysjJUDI1GZSuO9vxh3v/JNbVaxndSI6jOZscqa55237GPVeGGckJIdmPvLfGXI63aQyl3msRFBtLVcBNLbxKLpmhrAwrQjYnlUY+sJ9WwFaiyJZ4fIKKeh/RcmblzrgjGR8bk8GueW+fJ9MpJB3qdFFRea0bfcQu85AWQDJOgkbPz4R6fZ076z4bm43L5/Jc8/lkbi3vkQ23BvPJEGhZzKkKNid9gCd/tyyptNJafaoq+TFS71v/p7tMdtTYJ/uIQdMcl8lznXySCi9ZII0GXeW62tO6NW7K81WAuvHta/avtMatkz4w03rmVp2rhLMv1esPXaPW7zqs4ll2Dp4qQBrzPlrH9bG8fefnd/62b9jXZFONc9WgNumxhoZGuf0ln9vrOi46FrneXQIV3XYaHj8u45pjgnWgEd+KnfI7wVMCpdovlIx5atWp165jbIKnasxkiMMUdnE0eEoa3UGZb/NHGGUvkyQgyRlg+iZNEnn00UdvB28jdXXmRMOIcUmpAK1Mrsf9QdpmJnaWXVqigofMLyMTRFloEJzHc5lBWZrUe2jFqvxzqr8NjGsy+yCDa7WSM+eSSJ/r1Rwcls+MywIYjnFWXipvGzVi1nLjTFzLSDeHg5KxVr6/BKI8v+smabV77k4p7Fn6xXfYF1dW3dqtoE4/tvsWg5Tb/U5F6bXz+vbHjFuobi3bMTPzbDe0Ww0Y9ANti3ZFW4K5dVZc9qecEm35sk5SKQv8a04mDYfqcs68UBp5Jgf1Gq36b7FBtY7SdW7/zP3J2tc6rtb7DKA2K60BVl2a/UFpgax8l9k+EiQMga9lujQN5OybOWlDMkAvgjNFYaboa3gLGLdge112SaCkkWJi10xgaR1ZdpmkRcw2dVxL4sRj03BJoOLz5OQmt7XArH0jCYVWPVl2nk+95HtNMqC+twre1gqeknKzQpPKU3HV1AOVFtPlRMWjRA3azmNqokbvmzPYusKXuCLBRS40youWmvdlIcb5OF06aVHP91wDRxM0er9UzJV5s9HkyxG8aRHoGsvnt+HklEytBu9nPWRDRHwXNSO5MV7Wq+DINZOMM0lrxvq1k3j/jDuZZf0yBpgmY2LbTcWdrFMf45RAqmXJtSzmVEYZO5HnpOvM9i9QsR/630kXrjOZLu3sK9m3LIf6QfZWRZ39Qvd1Tn6wH1d3nIq7T5HW+qx1Vt14CcJqvabSruzHzDztnrTqfug91P0tFiXj3LJ/9PXrZD0q25XS6mfqZvW07U5SgG/HGEFPrqfnRA3E/pP9LcuRY2Sd2Z0gKA0aj8/+1KqbKi0WMPFAS0+lHsvZ7Glgpt6srHM1zpbJ6FHQOBljaFTSIFliGXyoTOyodeeHl8hLAzRRSDKocrwz4Zw2SRwS1zfOwSh+c8u4np7r9nAMDAtiOnrLbH4qKU/iMnzZ1c9rBetKkHGiHLobEJeWkBXKoFmZHO7FLCQVNZKKm+PMWi4jlPmj7Bzm/uA4ZzTYiLQYEmzltHKDCnkuYlL4bfyJ7hU7XCYeNIEh6x2xj/ebDXcqQp9lmrTikFLJ2D5kgFzfMY/NNpTKTTCS331KLBmRZEuQbGsJABLA+d8ke8bO2fey/9I2nW1qf6PvOr1aS9ng2ARuLRAlOHNGXYrPY5xg30BV3RBKzoir5+R1Wu/R/37qMX2DQt89Z1mv1Pei2L7S65EsSPap2vfSoEH6Bu/si0OgK9tKEgscp/FL+RwHDUehb+CBMF43xzUXxGZMYqwwPqrqfQ13xOcXGxhf5bhdQVOVygblvSpLpNT/rRilZcCqHivYTMC1VvCkwvOF2TB0YYmAM2BZZsOXxAsCvDigy36Y0NEXlLQf+13kNpPwGVSNYja4LRcctIy53xefLsRcaFDL2GfVf5xBdb4w0wAgnmdwum5JplvL6qRFYdC95fKFpRvEsmq9G9thcKtpBbx2Mlap+B0gjMdyxemkXe3gPreNSOoXwDpm8JhlPTKkcFKxZhtS0SUTmpaX79p4NZWs3xnbh2R7TQWd7aCP3cqytmbRuk/ljj7IAUT9oXvbldddrysHrqwzrWwt6LTAawxEAj6lPnu19FusRD2mj5VqSb1/3/ueZbNS32lrn+5d26YGd/a5nPmZOjiNjOy/9X+6vlogCsnftY0lULMsjiEay7nckXpA74vl5jlzHM2PM2oRJ3s4RunlqIREfaa+vub47wdpGXatPlevV4/v62c5ZmqQrR085fRiKtCIe5S2is5KNMCTb/ab7dQZbuc5z3m2Z8LJwOSina7bJquCInT2Gddn5gD7YZm4BmBEZiZdcLJTokrTFrBPtxY5aWSGsqLNh5RrbHEv44SchcA9zXth/hvKhdhoQPtJo5rfyWev7r+q4Gtsl4OmAM/ZjTZsQZZUrgOUQBExv0cG+iZwzc5QlcscLH7wJBkXY9XI2A17m2kobCc1dUXmQ0vQlG3D+6QiSiDPNTVUcsZnjcWwL+oChqU2j5mGk/pCQyknTiiW17JXyzIVbE7N5tt4PRlX+7MDYGYYt3/a97IvIn0K2AErY5yGjh8rOz1/lnFSAU0Nv0AEA7K8MjX2ucpAVVDkfiTZ4LxXuqntV319K/8rycBKatRZpgZw2/6roeY4x3jh2quMKenGS3boJOGWo69RR0ceeWRXN8ZXZWxiEjCWuQWQqpuvsneVxbOfqsesJ++Zk6GSGfde9vUWk7Vj8FTzq5geQFClKy2XQ3CKMdugAgERNDqmKptfyReN6BaD/rOCMlbIl5BTIHnBDiLJKBmgSsBcol1fnoHfADsD2znOeKucHq2bUus3rRGztJrdnOMAUzI2SI1PcukJ6oV6E5BZ/pwhVxtbDUK1fjJWJK0IG1POAuRamSfEd5rKWhdItcyz8c2yGemztLKzs003Fv2FuEHBgBalSlJlkuBJsc3JQLlPBsf9gm0ngriAaM668RoOApkSQ0PB5Jk5VTqBTFXo1arOpSFygJLdsr+4XIUAzjQJsskyXOmGSSah9oWhd1SZhDGM0liZAdRmpfUeWyxJ9ZTQ52hTybA4TlTwpL6sLvA6QzQnM/ld+1T9tj+n9yTBU00d5HiWuQyzzTvOWS7GCMZQ76khcpIAQxoqjksmvk3m1/vV/jXE+OXv+l4yrsxjal0aRJ/B6n33WaWfrZSqADE+R6WaaeR5KEGSdCHnCqTMjqr7CJGe53gbpRUhm6LSNVbHdewAKXw4DoVuWUG+rqPl4ry+CAPGVejOSnPmgLS/qzV7TYPsfBYHKkSQZ5ZTG5edSxcbIJLztAZyCnWrgWmRG2dlh7TzmSncxutUVSQDwKVdqWeOp2MYtM52QB31oCuxgqtkEmalvjnpo7aVtDzTikpwJbvCu/SaCTJUrvbntNgQ26xtTNcZ7YN2b4b9VFQyUZlzKa+VICrTfqgzDF6V9XUSg3EUqeBrYr+qSNOY4NPHPCXTmsxr6rq+99N3/7qtMmXL+k6e6/vIiSWzrE/Upa2JCem2SoAiSJEgsG1pbPaBgWqM1nJU1snzBFGGq/g/c4nlzFT7Ws4It7/bzg2B0RjKdCCOdxrfMk+ZS3Bf9DGfyzKbv81s/nnf6pbzGbMe+gz0Cro8HvHemSuuXr8CspQEjWsHTxZchaLLKhkNC8FvKg8QxCAtmFAZGtxq4kddAiJF3HIO6FxPJe1LYdolIEmXF9tBusRTwfrYAI0NMpW8iJj7EAwtSOJeRxxxxPaK75l3RqDn82d+J5S8L9Bt0p6CKMrnqvMybIAnO4PARishV5lWMg9VtcR9VsGgafnTvWNd+FuXi4ssZzJT0+jbUWoDW6YEZlmftBQAkgq+NUCrnARP9VzTg8jeJkjKSQ3S4PZzvumb9GtjJTxHJjONCSVnzGqwpKsc0M45gif6qGtLCqJcXgKxDde6abnv0k2RsYLJKPvM2ef6BsHKVNT71oGg9f76AFS9dsbRzOBpM1INkcoitoCxAEKdrgGeC0jXYzWek+lp5T9KICcTq27WSBY0ZULmZIscpxI8aahbJme21mXH3JagsTJkhnmcYj8wclzSALPvOZ4lI1zDQ1IqW+f9xxobgkhDFtL9X4FTC7A57q8dPKnsrCBpfRRfNjQbFADh2GOPPYDaEzQBUDyOfRm9n3SiDUKa0BchsMrYI+7NPVDsaSXoejCuypgQX0wGuKnYZV04TktbBWtWcdG/lrZuN1+CoC6DW0XwAk7LIwuHJOXryxSE8dvEZZ7rOnU1mLcOIjZY68uOYrmMReE8wGku/miHFQRrNVzgAhcY3dBmGS9D1mlav1qF0OqZekJLLydxqOBs7zX7ru1FoJMWo+A702V4LyVdCSbNSwveb/tFMj+6AQF05ppRmedkkrTI1T+t9u0zeV4Fj2kYpAGSLhHZ4L53kwNqy61X750DQ8t6Vi+47iVxk/xHj7Lv137t1ya0oFnGSstVV0Fxtg9nP9vuMq2NfS3Bh4SDfSn7YsYLJcBQsv/ZbtNgsa+ly9xxIGed5rdlyglHMrJ8EnSkKywln2tftGHHQPtj9aTUOm2xvB5rn2qBV49DMtTA67T6Yz5Hxk3JrlGP6FHqmJjstcc86e4SPKn0BFRarIInk+A5u0zrCWaGF4WyzHNVWDaodAHmsizmWsqYBctUUXOiZH24VFqyRla8dKYvXTcFHxEtAeaHH354BzBIqWDFJyhzQBA85czAzM6djBPlUXFaLhkilbpWjo2P810I2DXF6sBr3eQgKHjivjByCZ64J41IcVFiU0ykO2aWzUm1lJJpRGSFEGMSTOVhvxCkJ22fy5tk21fJ1TikbDdeC5FBrhR89rGq4AUlGDhmMRa4oRNgtQROtnU+9Btd914jlb+6xX6edZezCn1mdQKShkparSYPHHo/WX85QFRXagLI1vu1TC6+je5kYXOemUSj7JvB08EFULblDMmwXfE7l7BKA8f2rb5G9AIIVBzvMh4pDYJsVzKR+T+3axjUflBd0o7ftvPMOZjPn3F8yWin5EzebPuSIUoFTvmp5etjcPskjb9klPO+yTCnfjKERfA0VkaDJwf1DES2EDYavnO1ZYT/sFPJ0Kj4sK6Mm/IFZWJHBwUeLGfiCCZU6Oma4rrG9Khc6z1EzJ6XlW8jEozIFklvcm/ABN8oeZ/JhpWWh1nAtcR9udUSNtbLleBzAEslr7tBK5V7W7e+hxwUfb50DXq/HDSTVTQ7O8dwbalhreC0/mfZjFQAXN1COeALPGzjLoitUrTP2JZ0Xwk60jLN2TlOlsj7V9dGKlVFsGRZ8xwVZAWCadUnO6qbQtCW/VWg4+Dl/dJqToCTjFS6I7Ou7ccOZtVIyOdMQ6W+j3TLtN6rAw31ZG47jRjAE9+EFWgNz/1ts1IH8tp2bHfO1HZ7xo/Sz1zbMd1zycDYtxz/6nfmRcygbq9jGfqYHP8jGgE1IDzHimSlW3o9QUvex1jYxQDotH6yHK26brFEFbzVsvS9wzwu31Eyd7K7/qc+He+m9rXR4CkRt/8FMamEDSwVhKggKKBLnsB6CABUMjaqXAsHq4tjAFlsxzLNqY/JUCGWgfvBehk3kQDFmQGi/0pNmtyTe7KfcgMiCDyXgaKSnbYqI+Q1TNhJ/Rx//PHbAwD3c6FU7y1irwsJJ72L+Jw2ioxBEajWTmPDM1cOZeXevo+sZy0J9jEQGzvGYpNdI9nvd5d5qjEts6xXWq6elvLQrWsaEMF1GiAC+eq2SzBlfIITJIzfy+nMCShUPNVKS2vcayfgyWvk5BKvRbs0D40TJBCfC6nuCz+6mZOZS1Bo+7fdJ9DxuOwT3qu+E99L6z1l9vQcPBNQIbLQ9DF0HP0NXaH1q6Hie52Z3s1JHczrdiRZi9S/tFfaC/n8dH0JhqorOQ2XPC5noboIduaRsi0ZY1yDttMYT/eXx2UQO59Mh6DhbBhMzlht6RvrIV2HSD5nSjK8WZ8tN2WL7RtibPt0ovsUn1d2ibGc9yUQ5VkwWCQOxrBck8GTuZe0BG1M5mzJCpOpQRHT+c1r5Dl5vMiP/ebNMDeTL8eXYJ4o/bSt5HdcW7BGZdT4hhpQ5+Didlxxrr/l7CH9uCb35GMwq2DEF5s5r9LlxjUc4FKJJkNn55LZy9gvrmNgn/fJwcPy12SeDkjeS9ehVn42LhsYdcfHJJ8OTrJcdTbDLJuRakUhVbmlhZb9xWSqyYoiKiy3+y1DpWJPKzgDrI2NcFuLgapsdPYZZ7SmhU5fs12qgE2DontB1tc+acB4ZX2UnBHEb1OjZKBsfqexkqySdS4wtH4RAZ0sRU40ScBKv5f51liiX2Kg0cfoazBNHKOL3Jgn/s/M0+5Jn8vId287Sxcy70kDU0CS4KCCqEy8LMurbpdAyL7nuenpqTF+SPbnNIo0xjnO/mNZ6HvOaM1ZdjU8Q7CnkfDTCFJPr1EyXZAduuBrnarDKuCq40qLhUcyxivLqXveUBln4IsJGMMAS4Kn9JTVe60NPFEROWXSAZS4HpCzQMHUBQAhAqvNB+OLlXbUlcCxABb2cw8qAtYIYfkWF6dVgXCuqeX9b2PLytRVxbW1CkSZiA2GWXYib56H/al0TS6JMvMZtNB5bp7NJWAEdsR05EBih/M4G3LmYDJhZy7O6+AhoOG6LoVjA/dYwZCDHsJ9Uc4OHHxoPLKDMgdc68tf/nLHNKkUuCeK2+SfgqdWAOEs65cW65RKsnWMQDgXkq7KSUna3Pae1nG69zImwo9iX0vFna6GZH3o38nK1Jl+Ph9tPWfyCHJydm9a4NZFa6ByIPOZnT5NUlH0iHmnvEa27wR+6QLPtTzTqjdGsVri9C0ZJc415x0ftmdfYxt9mX7Ldr6nxGHMsppkf0g3mCJIsO1ln0zjPdu/+6tU9jfBVAL8BD1IjYFqgScBlzNaTQtiW3TsTmbW8cwwFPWIniGNcsZ6xGP+d78xnamIchIXx3iOY5bAKRneCljznVRR34g3Mj8dH/qMISf2HwwTABJ9jbFM95y6xPERfdByI+4YPFmhiTL5TSGzko0lcDq+LJLKXf9qDvyZJ8JtsiTp3rLxGEPkPWWEUnnKqnCNXNJFlJmuKwPNU9lK4fmS08KW9vdaOSMIyXxMqchr7Icz57R+HVgS+dvYVc6uC2hn0IpwKrfAKH28xmkhJvSsKSYEqIJdBwL++y7NodWX/2aW9UvS1Pl/2Tk5oyfPr5ad7VpAYD/zv5MhkoFK0GBbzUEjv/nQ9nTh29fS8laSRZahzpiFjJ/KeyDVIs/BMMGgrhFTcrTacgWWdZt1qp7SoJQ1sl4tLwpcdk2AxIdtGFT0K4wzlb6TM3T5z267zUtrALd9K9VVlGEf2TbU116jHm+7MsTCb9limdnU89mm87rZRtNNbeyj3zVvmyBHpsty9bnjEY2KjDneF8+T+a50/ecySVkPGj8J5IZAlP0+Z/SKL5LxFTQlyyS7Sx/jePpW6hVDBfr0wVpinpI2lPnBZ0+BYE3YJnhSGaRPVZDlys3GRqDQVEK5Ph0PbP6iBCEoG119NjrOzazg/KYSKYcpDDhGf6c+X1gu9jODTpcE2y0/sU6UT4Upi8WL4RisaRiyzLkhQ+PUbupGerer9P0dA+s3s7UmGrexCnLYL/WIJX/YYYdtg1VZK+5H7IQ5nLKR8dwZp1YDZp0hRdl5p4Jbg1dlM0TofYzGLOuTBOBKVd71eCQtTY/LwMt6PfteK7agxhzUeMM+xa5l7Xb6AX2Jfinjo7IyxkOLm3aXWcczeNZtGjsJ4CyfolXvzFeurytBhjbBaV6jpci1nhEnslBvACADTrPvaYS4GkMuewHQ0ho2DiNntGYqiVk2Jwl6sh3n+0/wWidNeI3WefXdtRjk1PuVuarg3XNaIRPpjtcV6GxsgYxudkRQY0LaDC9x3MpEuny7XwPhFPv7oH2SMdaE0xnDlTnVMlA7y+49KlNs/xbs2OcMq6H/2L/si8ZXa5xwjGNnX2yTs383Ap6UdBkZ26Si1C2X/tKkuXNGXq0c2Szv4Xe6v1zmxEaWFLsvSDRrhQoQBA6+rFx+IqnK6gqpQah+J82a1q1WuGWWOmWbUf4Zs5UxKVLComjv22IQcpmKbJA1E63MoHEX2UFqPRmgmmvv2XCR7ExT6M1ZpklLOS4DUGNi0PLYqYNyxn4k/Z5lS3YmQZdtO9u/52uMyTRp/Sbjm9eurFD2yezXnu+ggSI3N1XGZixj5CqIyv/2M2fMyRqpa5ylSp9iO4CJY/h2XU4XSjc2sfb9HEBnWb/Ud5u/c2yqLvSU2h+rrq7ssZKuao35JCgqEMsyVUnG1hhVjSIkV8Go18gxVb2vceO4ZhxkskYni3gs3fPGbiXb5bO3xtQxui3HaPsU/YZ+ptvb7TBN9DHBkwyvM5Hts/U9m6NqCss7eXkWK8TZIMwgM5CMTwIWc81QaJQYyFTXkwoNEenKDlEBbDPOwkHfTMQsyWIwOvt4aeZtQlRUAoqcnim6xQJFpPA8NhW+jdn0Aam4DfIzUaAujbQkbECwQggsF/eykWXgLecZ75DMWFoU2aAot/dyoBJVG8ROXcsMyuJVcEg+GeLCDBi04fF8WOvSy1rvlR2b5eADqNaMlHQ1JwDOY/J6eTyiIdKnUFoK0I8GllOaUyHTvrVqdR9oZFiGZAE0pOyPWqit2Cb2medKy9vYD0GU1003YIYEWLcaZpUJsCyIoAfWyDQDMkwytfQd+hP9iv6Psvcjy+77qYNznxtjlvVJBSl92/uMkzEGSR8D5b6ciNBirobagf3F8clxw3FBJtd+ljNo7Te67uq3468GhxnUsx/l8ySTnP3G9m1fq5OOKjmQdep5urxlkb7whS9s9ymNEPOkMTbyqfG9xqolOE1XZ2Xf1waefNj64L44H9LKy1gIC1itPCsqA7ec+p+Jtzw+kazbVbgZxJcxGDlLwm0+h6AkX5wDUTYAYyyS3Ur3QSYXy7ip+nHAsAGn0rThp7Wb5dEy9xq6PL2OyNtEm85eynw4CST9rSshA/EEk76XZAHSpTDLwZO0ilsKvoLklsXa5/ZrXaM1uFRpWelpmSoq0ARq6ZZTobuck+5499nHbP8JnnRT5Cry9pGcIJEWf4LLPuWZz6WuciYPStrfxgi69p/GoMHhsk+ZnqTFfs2gaXekj91p7ct208dAZT8b+w77+ueycvc9S2Vn7X/JIgmS7F+5lqRgSTCUM1Tr+Jblr0xT9qkc6/R69BmC2TfTQyKLa1/jA0gSPLHd/uVxuQyafT1j1Lx/GlJrB08URnbDG6i48kVi4blmXSJpHlyF4TnSiygV/muVwmYh5l/wJcI4sd88RL5oGRfv5eKiGfNjUDn7nD0nm5LuAkGWcRmCODOiZ6Cda3E5S8F8Ts6Yy+SgMlAJkjIVggDNF6oL1GP4DVtG3AiKmJlx+pedsUhj4VvQI2L3+U1FoM+Y421o1o8NSDCGuGyLcW8G8s+yWWm5ClJpZTBpBUs5Y6wFsPpcENUCzMkaNTg13XZVOXm+kxkyj1LOlsuZPlq6rm1H23YFe1nPnF3nbMAEUxmMngGyJnxVgddAVmOTlOzXaana/ukf9EGu+/nPf35bcTtTzmVz6FtYx8ZopAGT0mIc8n3NsjmprGkarhVIVWCUzFHftcfcX6nGTjWS8lgBQLqpc3zKWbIGb+v18D/eHpcgczkk2dqar6p6X07Ws0B8gpWMtUzmqRIc2ccUc7+JEehbzFylTxGHS9/Dc0Lfcr1btgm07GstwygZ8pzINsVoGQ2eagxD0vo5XTB9qhV5eq4vuKLkVMhZ2d4v6fq8lg/tfZLB0d2VmVnTpZbxSrJJGQTns4vSvXdatYmUs4w5m0jgKQhJ0GT95fX4qOzrbCPvLyg1SFXQJGjMmCdjmwRFNjA/tW77fNLee1bqm5Vqibas2j5XQevdtFilseVoKe56jVT6VcHWpSC0bF0iyKBV27/r2gmqnMiR90+Wu+qj1Df2Ca3QBJcZ0G4/sNx1QFTpZ1xgWsDpOjCeydk9MlOtmUz13VQANfezzUuL8WsB2RaAarFGff1y3exYjpuZakSPSPY1c0ilwe93sk41z5SSoRrZNn8WS8TU3EstT0p+0tVY23n2N1PxZK4m3XJ+2GfIisCpxg9WSbxQ9cbaUxUY6yPY4MFhgJzRZqwBv2WapM2qokuwhGXJfuOQUEKeh0ghylTJ7tgQzCmRTE2u12aQqi+E7eR3clooZWC2nbMF88WixPkNG0b5VJyidmfEOcWf+8BQOQOOa3gMqJlzQcvO5ON4Z+VYd4KYzKnDf/NWsJ9rm8U8Y7ysW6dAaxXbEdjOdQSH5pjxv9aK9xT96xLRBz7HPW1OasBpMjp9A2wfS+X3kPuhKn7LkIaQ/3OCQqs8aYjkjB+2OeONWaa0IZhkvun/MsJck35BX0u3nTOCnIlbXZYaGihV02pkUk0NOQ03dUdNRaI7w2dG1BP2HeII+dYK5hulftxxx23PnBNYZUqQIfdpC3jm+5hlM5LtfwjwVAbIc1vXq++477rLtmdbSLKhuquTacr8TsYRm6NJsMR2V9/QgBFEOdZmf7f/ZHqQxX4SgPYNC+TYlEszeQ3ZL/ua45rueI7NvFaO8/Zjr03f/uxnP9uNV7K+5kOzrxnflOREC8zmO3SMboG4tYCnZHsqO5QuglSsaeXVgNRssAmkpNFyqq4De0th53W8Vja+pDW9to0oA0FzaRgD7TLOKadoZ9BqutsyT5XgBxENS/eLkM0vkYNjujuTpZPBkmLMRJgCx0Ta3k8l7kAhS6V4P58lpSLy1qA1y2akjz0aa+G2WKKhY8cqjRZAy/4r+M4gbY0CFLoL/ibjxLfJcDW0kp3Oe9sGcxYtYr9zYoTgyZxnXicZZgeCDFC3nuo2xOvJOpmVP+MvtIxz+nR9H6uygLOsX/rqfpPvpMVqtbbXmKUcyxyXciack7AET6YL0F0n8+TxyTQN9TnHYvuRcXo/Kf3BWaWWM2eipxGWk5z66sax0NlxTs7IBLMCq+qma7kMW/epRufGmKekuCkUbJOVmjSgsTSCDBVRuqfMTcQLzcBkKgYRCFjR+mMNxBSQCUIyZiiD3Ngmo4M1mwGpxi9lxmM+IPSckZC5Wng2nhGrmP1sM6M4Viko2BiitB6TqqdMxnLwbabyVNgqXsubYA/x2bkunYDnt+HqxpPWtJEZYK5Ct0zJCsriCVSNg/IeIH5nJczM0+Yk829pPFSjw98JilqD8rJA6PoeEygjGZ+gwtE9rStOa1Y2ByZJ61ZFzXZykwmejNezP7HdZHZORc6g1mRvjOHTMjVrd41vSCbHQcM+lZMmNHSMy0pXRhp/MlkGpZpThjhD9CEsr7N3HWgyN1R9B3WQQqz3KYGrs6xHxgykywbXvr6Y+xMc5Xd1yQmaHKfSMHG2d4Ikvs215Phmu3dcFGRljFSGq9Q2SHunjeckjwz8/sn+nI4aCVnGmpLHZxSw6Z5XjyRWQJzQRJ+ij7neKv1PtivTD9j/WzNXq/HYetcbi3mqN61BXj64SknXF5JBYRYyH9IC1+mL6UJIxZ3UaDIjGcvkjD8+0pNuT5eCcUxO48/zZWpyLR8bs+jb31KFybpZXw6GSVGmW6DGgGXG9rTmc1CzkVkPidCdbZdJMXXpeU6+j2QOKgNop8p7m7h0ls1J7ezL2Ioh9qg1EPQpiapw8vh0Y6lwUcYqcK3bCp6k7TPXkgNCzgSy7Rmz1+dSyVmlZuJ2AV2PS6Y4FXIy1sliJ9hKfZP6LkMDnG2nNewMumR1W+xVS2YW9+BLCzAt6zO1f0xhluq4WUFVejkcjzRUsq/Zp5zgZN/TbWeojONZnSiR42grRshxJGNv8/un+9khjZYavC5wEgtU/VGBm/Xq9QVIyTbZ9/vYpiHgO9TXNsY8VaXAy6ESTFKV2UYBKlpnokv9nAIQr8nxsD2yRBmfZPyCmUFd/iAzgae7jIbkunLO8iFWSZSrsk/XoyI4EXh4ng1Qet6XynW4fsZhqLwFRwIX6ofyJGDjWBtE9UNnOgQ7CHEiIm87iTEe2bCcdcdx0pnZQfRv61rIho7IKGSHyBmIXGPq6tOzTJNlwGZZ3edxQy7WanwgyeLalnn3xkZkLhjaKm2W/mtesOxrtuWc4oxoeDipwWnGgnXZ3nSPUxYDRzNLcBoYDhL2nSx/nUXlAJGJagVziMpZoYzEOtHP+M3nc5/7XGd1f/rTn97O0YZY3tQJ63j/s2xGsk3kAOy+lLFAuAKkBEkZO5Sxhenust9kbJAzT+1rbOc7U3M4LqanKJ8jgUb+z+MSvDi+IRohNWec4pjq2CFpYtksj25E4xmroWL/pm/Rx2CkP/axj23HOgmoNGbqOxvznloypCt3PNsO8QEdZN1nZaeS9MFsGNLlyWTI9hink42rKjs/Ng4bXwU0NkIAHi6BainXaytDrJjuRa1OaUrzutjY09JNZJ4v12NM3WDejBpTlNaH4EbWJ3MxCfhE6FrEOXvIZ7WMDhLJYNV4sWQEfa92nNmtsDlpdfyqzJdZSX37WtZzKs50GaQiV3lruBjEjRJ0aSa+ZUl1Bbf0hBZu5nDJIE8Z1IxVdLuxTE700MCpbdfvaij11WMyazVAn98ZP6jyNlO4oQpZx9VFMMadM2bbLOuVlvumslDLANQyhinBUe1bCezdLqA3Jslxjb4GOcBvXd2m2lGvyzR5L8exNJJyTE3mxjErWSWPsZxZHycJsJf9B/Ea9t+qW3zGvKb3d1wTQLnEijmdZJz62KZkklvvqQ8kbQw85YvPbNm6wAQxGXPEbJoaqe9MOBUfD2eMFGDH/xwL28K1MlaCijPg1BdmI8vkei66mwksKZ/3SquYMjFjRoXMdbEy092oxSvTw/X1txokl0HmVXnKrLGdTuC1bZhsl/633DYw46kEWlzHGXs0LnJcfOITn9g+n+PMGG7DEqlbVz638VXGlfl+uA9r9pm1VQvC3FizHDwZwzxV90O6qGRmUvElrZ/fvnPj88wFIyOrVcxxsr45ow2RYbIP2RZtm7TvZGo0TtIoE2zJBml0+WxpmNWgV1krzs9lmfL61oHlsx9TZvPKEdPE9yc/+clu22c+85ltZY7UmJF0Q85M7d6UapjXz5Bbr0plmSpIqn2sGhn2G3V/5j8zdYczU50F7tibE4rS66HXJr0jjkXGtdrf7COGmeQn46bqunkn3x8KoxFje880QfzPvFF1n2OhBAAzV4lr+uhHP9r1OWaVJ+OU2cIr6+S7qG66CowSZOZnI+DJbwplwKY+VoTtCSJcnFcwlL7VVHAyG1ao93CKsxSf1qcLDvqwKnQrw4SWibjT6s0cL5Zbq1JQpUK0A4h2dd/5YmSWOIbvpEzTd+1zCiTtKBngakPK4FauY9CeFgbPYNI9E4OZJEyApls1/djpl06L3Peme9JBhjrNuksGcbaKd0f6lPXYwTiVflpeso8qbul+lXINTM2ZcYJ/4wM1WJLVdX+2vXS5qQBT8WUgauZ4SUu4rhSgoSIAso1XAGX77WPubNuWU11k3qb8YMjIOhkP4jXy2qmQW++rulT6ZO5rm5PWwNsCSi0mqsU4Vb1fx0P7WgZzG4eksZxpfwRP/s4Eljlr1HLZXwREtNNMUO1zpCGjAa2R4ziWcYPOnpXwOMX+Pp+sWjLAyfzYfx1nqldDxklmmbGNPubHvGnVqOpjClvAqb6v+nuj4MlK8yVwExWXL8N4mKTlEnSoFAUPDthYrF6D60H/s50ZcrwkxZgbYywSGHBfXQrmVBIApGLkZVQ63ozjUpgJunLmHddxRXTpVO8vqHAGRHYc4qeMIxKo6QLjv5nUYdrM+GrOKZkkLWsXFsUK5pmhM2Wf9E3nzIZE6YjZwZ0pxEDIfWWksuMLkDOhaF5jlt2VsXVe3U8ZKCprlKutp1WpojcQtW63j2WZjIugbWpBJtNEW2M/38k8JTBqDU7pPq/g3fgry+kMXlmodBlkLIgzUA1i1xWila5OoYy6C8gtQ//61Kc+tR3rZMqR7Fs10HwoeHWWvSFpHLaAlMdU0N1iOtSdjn2CI2NaDeoWAOWSQ46ZyTzlRyMHqVnvBfyMe4wF+W3ccF3NwrHOPprGTJIZOavWVCMcf+r9bHMaBum6Uy/wLfhzXJP4SKZZAgA2lzH6v/7rv7ZnsJrHSaKiBZiqDIGgPpBbXY9rA0+6mVR61arKfENsczD2JTndP3270oEu50IFsl33ACDKxWoNJk2mKZW0A7oz5FCENRGeUx+lKEXmmUwvk+qJsG28fOu2k1GzodjYHGxE7u7z/ojxUr58ryWI4flR6jZ8UbQNjWdwsVGndzsgZWCsiD7dBqYoMOeUS2FoxQgY0x+eVkh2ilk2I30KvG9fS9KK0tBRAeaMOP4nuPA9G5Bas+inO1hFa3vmvHQF0EZ1+5pkMq3gXD4hXSQZr5EAREWuUaQSdgknY/ocWIyPlM3lug4ymZ6D9u8EilTo9CvKjCHGM+A6cI06jcLKXlW92MdS1Hc1y8GVvoF4CDhVdjHddZVBMqlyzoyrs04TrORkCfd5T8fh/O2EBVxdLhFEG9Vt52SsZHf15CRo8ppZnuzzAqd9+/udrvOqcxKUCggd2xyjvKfgiX7Fgr88wzHHHNNtk9Sohpb3WLUf1findOGtHTwxOFtYEbAgiYqRUkcRUUGZQI5KUHFnUFtOv0yX31FHHbXtelP5Sdf7cLmWnTPIKIM0pdRjgiKegVgmg6xdakHmKLOb08C5LvcxDolj2E+DtMJVvjZinon7UC8wTjI47NfdYYMVkJHdnGfkeZPWtM6cDo0iJ9ZJlO4adzl4OAhlHIl1m+5DykZMWrovnRloPifdsQJQfeFeZ5a9KangdWPzrs13lpZsWse6kWVrEiyn29u+YwyShovKWOPCjMN9iStbzEwqr9ZAJcDzGVC4lJ37qEd0bcvW5mw6lTj14coGMk5cV7ciChyGiW8YJ63gaqghNYmg5Ux39yx7WyrrMORu7Ru4bZfJaprd28z6jhcZ5F1FD41jQbqtE0TYF82Lxm+BvW1agyAnLWlU53Xtvz6b44V9wlQ+fEuKnH7/jG/XPs18VBpdnM/zO9kkV8yQhWZMht3FSJFxYpvLiWUZWwx1voP8Xva++z4bT1VQLVq3GdgtMOHlMdhnHIWNJq2/vBaMk8cimW9IV1ROZTYNgtP1bVgeZ+PiRUlnGqvglGddEc5SM9mY11Rgg/j4EqVguVe649Id4Aw5O5ggJPPf1FxP1od1r3VBA6PMpicAJCEMHIjWvKDQepNZUKHT8GnQ1k/1Owtw0z2brpNZ9rakNWhSWNoqoCFnWtoXBU8GlqbiToWuUtca1EBSkTuJQaWogrSvVetRacUHDVHygiGu6SKnTiax/JbVCR/OyNUwQ6kb8+G9ZZ0ESwBAGCf0h5M2sl79XQErkmxaln3Ze5syCMyyM1k2eOa7XeYmyvggQXpm1DfYOxkn22mdwJCslsa+45ZgyLAO26vuOtnfZKgqi5vGS8uISZdW9nuOMQn09/dP/HLCVM7K1iATROq61LuRcZD0LUgBxjaXXdEj5Ng05h34Huq7G9rfagsbSVWgmy39gzmoUtHmOjGfk0ib34ILHijzq2R2UZEux9AQRLSIMTgmrfT+NlLdX04r5sVxDRF5IvdKMZqUD5Ed0hXmvQ0kdQ0+XVw+e9Kz5rRin4NLphzQzUdZ9AVnB/E8wRuAjRmOKHLddtZTBn9n4kFjwXhug/tsfHZC7+k5fJwlKXuXOTpsC7PsbUmlkZZq0v3p2kJUhLYb3XA50cL2o/LOxaZ11+kqqHEKfbPOahCpZa7PUdugwIxjULZcn74nS61hhgiaMMy0lNUvWsGcR540ZvqgzLGG6WeAQPtL1q//a7+oDNQUF/cMmHZXctxRj2b/SDC7bNDue3f2vZwploay45mGb6btkM3Vm6InJUNW8toaKjWwugZY9wVc9+l4y8k34GaxWGxn06c/SRAYrpMgUv2Sbjo+9CvcdMcee+zWxz/+8e1Z5Y5J6UkZA5pq/W86tGQyeMpBNi1FG6Ev2f+Z6TutWsSBXwDifxsRlalClF43u2jGXakYBVauaG7yMF0IlJkX3UKfIly3eX0tTfM5AZywIFIyHsOMyz4HYoMWMFo3xmyI0jO4HmFAMAmprBluBJ7PBYJz1qHXFZwa+Go58ri8F7+lW7WQDJhVsaQCWdaQZ9m5pCJrSUuht7al8qyWqPtzJq0Mjeeliy5nwRnfKNg3bkHQtCxYuvbBZDOXMU+WO610l3ZyJmwGpSKGB6BLYJ2MXTQuRWYMdzjxFljAKHaOMVVHLU8feEojTOar9SxjBuVaV7OsV3w/tkH1p999rrux78S+l0DHCVdpyMrcZjyufax+3J4gqX73ubn6QFOW1+fLfXp8ZJwQQVSmx+E/44fjWqbt8d56oyADAE70NwwVx+008obcdKswRlWvVsZxyrg2GjyZBVwFUVG6FKTxPFmgZC4yhklQ4eCcL0cAo5XLtZ3domvNe5mjSESbi/CiJHOGgW4uRAvb56OcABYbO5KB41Yu1zTgz8rOwFkUrvVjcGuCJssj0EIosyjdWRIAJ0CSTJoB5FyHBmrdS5Vmndn4GCgQrYF0LejOY6CROchBycZv9nU75pxhfPPSpwz6lHk9JllG3q3B2wJ9+1y6k9MK9lvwlOAr0wbU+Itkl6obrj5bVeq5r+/cPM/f0v+6HVuzTQ0bsG+kvlKR80GJ8+G3M1jtr61yZ1nHvJtVZO5rm5M0OvO3+/zuY6DqwK2edBxzTKD96ebK9Br2z+xrAqRkoZKVSnBUv5NZru10lXaUTJXPIsv0/f0gSpbaOtI1aUyv445jM+yuDC/Z+fltwHsyZmPKvophUd9lukynxPNOAk9cnAFcWjx9+waC+eKzQVqBqdATBOXsMySBB98ZoI1kLJUgyUDOnEav680p2sYNpUWh0j3iiCO6F+5svNpInXHAfgAWoMQ4I4+Takx2zs6Q2WS9Zi4KbCAe21DcJuaTxjTOyYYLeDKuLIO7BU/mqTLtQ22Uls9YK+4lONVdl3l8fEbZKpmLWXZflg3SKnTfteDJ/iKQyAkYKlvbvTnDVOzeL10K9iPLkwCoz81brbxU9C1GuFrAreeWNZI5sy8YhyFY0gDyP3Xggt+4w7WAjz766O1cM1memgIiwVN+t8DiTgDQzDxtTnKcSkKgBZxabHAFzml4q5tzkfccN+1HdeZbGijq3Rzga1tKhqZvfz1uiBXOc5CMe0R4nn37w0oQdYqMneDJ5WWsM8cwXOL0MWIKAU+m/3HsmcI47URa9bER5omHRhLUIEmvbV90fyxPBp5WYGRjcVsi8ZxZgDhQm+3Yl2TlOUNGkGGDMw4pg/NkiyyjHcJzHFRE+gI/O4gWgtdMJs6YJsGG8UYG1DF45XISBhXaWawPwBOKGxedq0cbRAcYFGQl+FEyuC/rKJeUyUaXwYkCRF2gxnlYVz5PTUA4y+ZlKq2c/S3dzyg8QUYeV+n8XKW8xh0ks5Xla1nsfrcGnmXP23rWFqjK/qtrw3KbXND4Pg0ahf4Fw4RCBzwRhyHI7KvTvmerz229zrK3ZewgWoEVUtu04xei3s/ErtWo8PjK6iZwSlCUfbEyXvm9qTqq8ZM/iVjI+owe79hDQDhjG7NYncnq5JLss636H2KgU1esOi7l860dPOFCctqhCR994SJnX6j7W8DK2XFatekySHpQ0OE3211DK33UuqrYJvNklL5r29XAdstYGyfnmcSL5/W/syMEVQaju8RJuiQNkjcfk+4wBPDDea63Z1ZmkLcMGucRb4ESB0DR2Mx34TW7F7ffDZiz9HweXW5p5ZjUz1mMtTMILM0iTZnMy4PYCbz3LHtXss+llWvcBWJ/qzR/Au7Wd7W0W/fKc4Z+9w1SQy7L6ibJIG37fWYiRgc4A49+qzEg401fQ4ljCbPEEe2evtZiVisj0Rq8sv6qC3OWvSst8JQsTgsYp+T4JSDK8JWWazcNF6S64JJpGmJFNtW2snwZG5ZpPf4vPBppzPucPIvLhhHfxIe+BuPUmlXXFx84ppxDRloL5LYYro0wT7UQrQflt2kDrNgMmsygc5OHISisWhEqcqSiWSVfmkyOM/5suLWs1UIUSOQgYjkzq3ayYAKVDJz1v+yNx8pQ6dbsKn1/igafR2bJWUsAJF2asgD6yxkIODeBpQ2aYwU4slGJ6LOODfZNalX2rDUoZl1tyrqZZavXkpqqOKtCWMWaToVvG6rgyj6TLo/WvYYUfL1fy4puBZTn+TXHTM3QbAyG7V4WF2tY9sn8VD5rrfsWWGrVewvkzbI3pYKlIcDSctkNXbcVx+e+VhmSXcrffazSqu2rtuMhlre25SQJTlrSDdVUBBpqLrFCXyO+CWLC0JsaBrAqg7aMqe57tp3ISuApWY76sK4ALbBQqZpivbvpfvcWlc52KtWgcxkZB/LMTZQKFLEMmdbeWXlOv/eFJFWfz6Ibz3glfa661AR+WrMyMTXAz3wVxEKZysBAVYOyrSczrQp6nFWXy1mwzfgt7sN/4pxYJNl4MVkw6yGZKAGRYEpLOhs255tTq6/zCpp8b3PA+KEh1RJOAKDSSGZS8ViPSVYzDZI8PpngNESyLK17tNiavGaenwNPvaft3eVkZHQz7sIcO+gajDXcdAAmZtTB8sJAwfJmX0owmM9Rg1lbde+nXmOWvSUVOKXLrPXulzFQeU1/5/a+4yuL2gJvU8BBn7TYmRaA6mNvMjzlF/YbKiapNm8hIsvNeElsE/0OtokgccFUJt+sxn2rfpY905hnbR2zcfAEIEJEk4mIDcwUhKRCFrSwT1dSTqOk8GYqzRQHIltExiNzEtWYC6/lyzUuS/bLlAnJ0FTrgI8vPwO8vZ/gxAUeHUzMU8X1aEhuN7OsbFSm3edY8zkZ8I5S5zcNSytYS9gklwIqn9VPzgYUNPHsli2P12LIYNtKvbr+mUyigEuQO8vBlWWMVD2u7/+yc4ZAjsdmXGMONkOMzdjy12NbQIT7G9uUcYeufGBMJL8xNvhgrACajC80xUHVKWMGvynPsorMwGv3mKcKployNCgPtaGh95jlqO18t95/q2/XcSPzN51ifx/z27IaZgMJQF+DbXKJI2fV1bxxO3nGCvoSDPbpv2UG3VrBE6nlUUKgSCrHhUUzeJgKo3JwQeUUeKfhu5BuAhe2n+tc59oOKEsGyms7eKPoeBmmvU9gljEbpgfgP0qR+9bFP13E1MaxbJkKmTQtW/20ZpBFYHFsPJThPOc5T7ffxUtdT8yGJkjymxk/KHWXgBE8cTzXpo7Ynwu6yrZxD5+X40zRAIDTnek02WQTcq0xE55RV66vJ00r+8U12F4Zi1n2prTc3WMt4WQsNRxax+SyP617t8q0rCx98VMtq5RysdyQOsdljWinZmFGOA6gRN8gOJwPih2l3ipzHTzHWOb1+CngsO8ZZ9mcOHZkgHbObutzYQ25y1vgqW5vnb9KvM9UGQvIEjhV0CTTdNrTnna7n/FfYoRxguvDMjFeseQKTK9jmymFKmD1vjt9viF2re+cjYInA8CtRAfgjPfJmVi6wAQoieZrlmOnaCJsM/17ZipFZI/Y571kdHKdKa+r1ck+XU0CLNeCk6I3NsJyOdtIpsjjWjOQal4r2Zs81/oRiHGe6/MZpGrcU2YONydIzmzQlYikaxHxeF1xNZg8A/8yTkWpA63uyUx+ah6uWfa+9CmSVa4ztH3ZwFDLM3T+0LnpBtNQQgck45SLgXOcjBMCeMIiVpHXzOFTnnnMsWP3r3rsLDuTPmZxVTakdV7LQ9JnzCy7p+ePZZRXuU8FiQKoBE+n2h+e49JIEgKSI4xV2c+cwWoMbgs45fO1nm2oXvPYvMZYULZKnxsNnqiAdN9ZSAZ9cyXJ4OjSEmxl8LLJ9NJNVGe8wcCwDdYkGRv+cw+nN4J4M8O2WY4tn5H+vrRcX88kk+Z9cnV5A9lUrCpmg1DNL6WSlsWSoXGtOo8XbGQWb+ORuDdlZAaCrgPdojn7jfM5Nq0hnpVnoU5k1BBXj5d5c/Bgv4g/l5LJRu9MJGPVEO6NZS4Q5Zi01GfZu7IXB+GhwWPoHESwJOtLXyK+0DW06A+wprR9+556xf780Y9+tNMvMOi04z73SAVqs5w4JeM76//KiIxln5BsUy2AsKrkPZcBqCEGbCzzlPn+6Ff0NVje0572tN0i43oqHIcZI/AQMZaRM43JGLJOddmVnfatFqgaYpiWXWfqeaPBk5S9rEgWtDJLrZicpESV+iLTt+p/WZMEDt7DYG2Pqwke063l4sWZWVlmptVxrEzLl8+T6/vV56wBdQnYjMnw+fT/Ar4ETrnsTMZbZd6mnL1Yy5t5fXJ2VAYH57vI+q4zjHI2ISJbtxv08s+zrLtuW1ZYyzrrO37V+wwdo4y9h/1QHWA/U6HrsvO/bLTtlT6mi1yDTzZ5WRnXIetyS8xyaPbNqQaD91qVMem715Cx4Hf9nayTfew0+z8aLum1cTUMUxQYf1sD8ccAuCznkL7qY6VazHvfMztOrh08EXPDQAqSzKBwmRndTQ7+KjQLRYVSkbqiEAf3XJ2cD9YkD2xgNr8zE7no1ZcjWDHHCy/VOCNn3BiULn1v5RpPZdS/LJhxQhXIqJhtKNKYXjPv6WrazJDLBZK1nJnpQ31iCUNxpttPl6QB285kcAFhc0Pp4hTQ8c0zYFVzH+rSMrLPYD3fF2Vin9utS2cQmnuK+57jHOfontlFlmc5dGUVZb7seuu8diq0VLqpM+hftEnaJu2cfu9KAcblmf4Ddpf4JnLMYBln+20pUQ2M1vOt+jyz7D2pLFKLWRrr+upjMIYG8Lxeq2x9ZR76n+AoCYe6b0jSVacHBC8H4+qRRx7Z9S/7Gts4Xg8LscvOYGWsYKwytU7O0F+nLNM5yXgnUKpuySmToUaDpxpIZwFkUoxZyhiaZI2SdaqINxud1DzHVIYng8IFCVmWTFegVPYqy5kVmK5Ey5jXNm4pO0Ett5Vf/wuCZJG8Fvc05qLVATKQscVw+VyILtAsT37MWZUDQgYD5z3TMjA+TPBmrNnMPO09abXNMe9pGQOV1192zir3GMtUJUNtm8y0BBkwnky5xoaMU41RTIU6y8+XVLDUAk9VxsTaLNter1f7wTIw1bpe3/kVMPX1t2WxTvY1Z7aecn9fk0hxTVkMesNljGeuHouqS1p1NFTO1nF9ddIHNqe88x2BJ3OgONg7KDvry9xOVpYVSiWiuHwZBpIncEm3GcK18gF9QeY2SgbHwdyXbHZv8x95P16o0/K5pq40GDX+65N1th3nu2aPi/UmGMlAdvaJyKUtrRuZKv7rKgCVUx6nblKWzHoscJFJE9Q45Zryuiae92dg0BqnoZ/1rGfdZsacys3xvA8XQ7U8Mm6+N4Gk98HC8H3OjNPPN8O0TkmlOQVA0V9gnIi1wBqmnzEbWCtYNwLt2cW1P/OZz3SxF5klX4Y1wVSyz7Oc+EVD0Ek+6rfK2KSMba/VYBjLjCyTPoarAqYh5mno2pmuhj6F14ZxgBgn+tzhhx/e9Tn6nvVHP2Jcw4Ni7jTGJGd/J3s89EybkgqY6li+ypJjk2bbZexPLnTYQm0exzkoLON/kjXxf50S6kA9FPtTZ4o52AtCcpCXccoGlMuOyMjUvBMe36rUqtBlzEzama42jzF+iAYFaBKg5XWS/cntqdgzb5VB3J5XF2WuDJqsXTaY7NzWt9v77jUPLnsP8Iy13KpMZY/ynClW4E4lmWmUt2td2t/S1Z4zd037kTPr+vp0tu2ZiTrxS+rFOrCOiTnyGnmtPnDTkhqbsw7pi//pkxb74jghIWFiZ8NxTrGf3eVYjX7GM1fHyJl1O42RbTHeY55riHVatm2t4ElWAqVl7I8MjcuLuFQIHxQZKFWmQ4WXL4X/nOPq5Rmxj+QCulqJ7nc6pGyXa9mBkp1VZrC2jA3XM18VyNhtmT7AF859DPLOBJe1MSQIZJ/ZjGHHQOgZd2HeJvJfgNCJw0Cxq/TTtci3uTS8F9c3t5SxT86CpK4pC/8TgAokHTTMkdU3246OgYXhMjEIZTarec6WnGWWTUk1YJz8QfuEVT3qqKMOyGycbmXOo83SXmGciCmE/c7M4a1cPinqqRr7NMuJS6onQWM620Ua1EoFSAnAWkHHeX7rWmPAxTIwVw3hPtdYy72fhIbjJmMFYxn9jfEFDwTMLr9/IcJATEUA48RYjkfFhM+ZmmAd4HDVa7SePSVJmrWDJyu35jCyYCqiZI08J/9nYJbUejJaSZ/ng+c1Mh7IKfQCKAPT8vhs1KYJ8LqmU1DsNFqwPmcyZypeAWXmveLb2Avjn3wemSeXqsncSZXRqRZQxkWlhWDd1dmQ/te1aT3rvstg+EwQJ4uWzJUdwE+fgphlfVIp/77tUyyxVcvQuv7Y8g1du8+izPMzHkmlnvFN9kv7puysrnuUOB8NsizfkEJvselj6qhPZjbr0GGe6mfsNarnpfXep7C8rb7VAm19x48FTnVcyXHaCVBpqOTY/7P9oTwaKwaNt2bX1TIN/W/V1VT9lnUyBJyWlWPH4AnEmS9Pt5cskzPkkmVhJhmDNuiVCjemiI+5VxDOFdggVrzxU+ZR6mvQvmjOw8/K9fHHIsb9cI/Msg2aprw0Dr5N/Cj6NLeU6DnLx3Fu5176gImfcpadOaMMbuU/z2vdUBcgeOpVICWaZzvXEAx6Dvdnuxm/eTasg7SO002IuHafLrdkuRDjyHRvVLelMxETFFq3s+xNWYcLYKeDfF8ZVimbCp2+BitKPzPHG/1HK9l4PdorM33QBXyjh3Sn1/U40xDINAjIOmOfZtC0N0UQkIvd+j/bSYZ8jAE1KXmd/G6FZ9Tr9v1u7WsBkkwdNOTGSgYuUxIwDjK+8U1+J5MyL/aPKY7z9DXiovGoODbuBDj11eGqknXQ+owtx47yPCmpWLQK+c5Vkg12dkDP3EMGQAsucr21SplqNWpdpiRS9h6IFGzGQiUrlhm4MwDehmnm4kyR4PE1bqsuQpquwGR4dDFaD9aLLkifg+uYjFQmyToxTUI+p+wbYrmSRbJOK0vhddJS4LcB7zkz0GubM2seDHZXxliyy45ZxhaNLUPrmlX6rLxUYlNAln1N67fGOtkvXJAUtgljxfxpWZ4+Rbys3qbW0Sx7XxyLhtinZe91LGtSgdIYYLGT7VOvbR1U5iln12WaoZ9EDK+rYzibdVXg1Cp3BZ190mKvW6xbCzitAs5GgycqiArVwpMKrzPmqFyBiQO+lalik3ES3JiryIbsTDljoPifCe0EJOYu0to0sI17qzDTJWWslojczuHaWOaOcg25ZKJgZUDVKm2ZGJW25cogdmMwsH55BmKdnH3APX15NkwbHPfik4k+vb4gKcV4JPY7U7Hm1RA8OvvRsmohmG7fHDk+dy7Y7LOaxX2WQ0NaQKSCmN0uSwKUIQCFqGMyd5rbBU6IeejQL+Rzcskj26/389reN401jY2q+GdQdOKVFqvjeGQbyADyOuC2Bu38rkAitw+Vp5ZrChga6y6s90r2yTEBdtdZ9RrU//d//9f1NcYSYncZG10IOFmnKTKGtZsqYwGUWGFKOMqkgPGkudNVlExHLlti7iGP9xyATlZUzoDhNwgWMUWB5yh1LSsfXqpR9kTF6PmyOrVR6spDXF1dt5hZwQUoAqKa48JrZcOVfXKxZJS5i/AmpSprJ/tjwHs22ET8eT8biO8n69FGLmOG6ApNa1120HcnODRgNjtWLtMyy+ZlLJuU21rbW//72KEqLYAzVinX+48BS63rashkDick4yp18aPQUeS6yTMWc+yzZhmWsQ5jgOjYut7pObOsLssY0AQaQ8C6DvhDTEe9Tt4j/7fKOgVQDIGves8am+yYkETJT37yk+1QD/qZSZvtb33MWqvelrXxdRl4LQBV908Z10aDJ0RWyBtTwbrcdNeZ+DEzYvNt3E66kTLg2gGf/5mx2+t6P4/PxYANZhPEGR+hT9aM2t7b9ec4viap1Jq1AdTM4jYwGTOe0/NU6txLdyDXZwYCSt0pnPiGqQ8YHgEM10z32QEvaT/7lEkzMyVBMmzGWSE1oF+glmkK0tWoq9O8XDJdlNtcXkiL/ZplfbJTRqiPaar/x95npwP4mPOHjrFvGYuh0ULZM76CPsaadbDGZBOXdULqhIshcJSu/jGD1JhBYJU6nIHT5iUN7FzAfcwU+6H3k+Ahcy3l9fraXwKnPmDW939sm2kBpgqcnJzhWJ6eoe9973tdHwM4QQq41JhhKa3nPBj6sFV/yTzlmDoVkE4CT0iyRpl2IPdn8LPHCGyUZK6qVej1ctDn44utSa1y5p7JLBMAZXyV5c8YLWN6EEFDNq6cUec17Wh5rgrdDig4c+0664bfgEytaJW116zI3ftnhvY+q8YUDQLNrEc+NW4s61MQTJl9bhNqZvb0mXXavCxjdla5Xh+AUsaAhD5lva5y9gW7ZiLczEOW/YV2qvvAqdJDrJL/ax0kw25fb5VvWfm93ix7V9SL9ZOgp48lakkFDS093TqngpnWPWqbqt9TQUYFaY7XCaByjVavz/jw/f2L1dvPzOukB2QqEBkqY5+h1/cOxjBZCaAqzlg7eCLWIIEBFZaDvjd1TTRdQC2mxJkMAhzZn1rxXtPpkhUMWRFJzSebYuAo25gtkI3EGXyZOt57JRtmJTtDLpd/YF+udWe2cGYDidApAzmluJ/3oiwcz3WcOZdpAJIWzbxO6UqTYXP6NhmXEZ+F8nKdnB2BOPPPDOMJRDnPjmIdm2WW/VyTfbSFOVXB3pV1WGl91xjjchu6xjJWrO+eGU8ooNE6pq/A7sI4sa4W1rD6ZtmzDG2f8zud+CUBU6ZjGWKexrI7LdA19pxq3PSBsGUMTx/gawEnxxdDOGScPM+Z1zBN3/nOd7o+xzfjnGPYKrFO65TdZGtHgycDsQ3eztiZfAm5RItAK908yUQh7GMgz/icyjbhLuI+9QXZwGR0fPEZz0N5aQikKkBkipwJWKnVtHJtBDYawYNApq6ll+kEjL+wsbmAsc9TBwIZMUGMHdgFi/PZMokbx/OsJtM0z4Z1KrjzWIPcfY/WsXUgw5RxTYJgs6EL+mbZjExxp+1EUQ1Zz0NgaIyCWnaNZVZlLWfGNtlW+W8Mou4DWCeMmFZs4Jhn7wOQy8rYx+LNrre9LZksNRn6FvOEpCGaDFFfW1kFQHl8vW69Rt81+46r7FaLcTKW2HEgx2oNamOdvrs/ltdwkynAaZV+sSrTNFamvqPJAeNWkJWNZIOT+UnKO11bisBDpgphoE9QYdC3U5IzHiiBj0wR9wEJ656SOTEzeAZeV4bLZ3PmHsfyHAjnAk74ZDI+AaKK3PgnFyAlszG/M7BesMN1BDDEX5kXyrQFWtYZsCcDZmOVIeI/VrfPlRldPT5zTfmuzLdFJ7DTCER1fTod1Vi0rL9ZDp6se1DuAzu5f50yBfjl5Af6hxYy11B/0M8MEN/U2nQtV+csh7ao95NtyvGstqOcpZ1SgXPrmCllGtPWWn2ogq36v1Xu/HiO4RuMUQAkvRP8ht39zv7ks3pHWukJ6r1ye59rMp9rmXHVd42+Y+s7qeWY+r5WBk8iVgsrkNAalLnJ2CaP9XzZCxSi+Z5yVpmKMDMI10YqeHLxXtMeADgET8kief26jp1ll5EymFsgw3/Ag8+ZgYU+jyyc+WWYygkwyecXwAl8uA5uPtgoy5GB8QIW0wZQPn3L1pMuwmQI/dABMsGn+ThIxAl4MpBd955lov545mxoybLN4OngyRi2piVDSqYqlXrt1rmrMl9jr5+/cykm3eam2qBPoMjpa7kcxFiGqDVQ9f0fy1hVd0trQOgrwwzQdk+SbaqxpjW2M99pCyAMAaqdlG8MwPDYoe+htlvbo8twMX44CcnJREx4+t///d/t0I/MJt6Kh+1r0y2dM/Tdum5+r8r2Dr3DtYAnWSARZuZPQjK2yZxKDvi6g3Q5GXhtrihzR7UCxwVFViDbRLpe05dm3ieBCSJo4CXrUuNaugArYtaiFbxZoX4EaAlOqJssi4sjyuI4I0hWiP3eh2/qQTebANI1BAVRzlgULOo6E8QK3CyD5bVODODnujJZHmdKBcplfg/fkdfIhpkzl2bZfelzF4yVMYPzsmuvev6Qi6Mely4SWWEAEvvQGWbgh3WCeXX9umXXbf1fNvD1gce+Zx/avqwMc9/aXWkxEvk9po8NDe51WzUMppRzGaDoA05990qCg+tpjDB+0a/Yr0fFMYK1674fS7Esiw9bZigN9Ys+I611ztj3leP5rjBPCRgEUfltBVL5upTMj8R+p/sLkgAUKDt+G4BcwZPxDF7TQPDMyC3D5FIpxuu4SLHuPu7nf8vLizdYXaAia6al68w1K1crVxDomj6CEpG6QXQ2xMySbsJRQQxMFeex7ImuQcsge5aLnlIOE4j64s1fVcGTCwB7nGySABQxJYFxY5xjpzLtg2ByBk+HvuzWuxsDwJbR8pY1M4cj6Az3oeQJXtUNPvb+O5G5/Z/4pDWYDjGYHte6TmvfUHuvBsUQwBjqM2PAUi1PAijHSvdr9PORCKCv/Wj/uFaD6/sMo1VZubHAqbV/bN9ftS+PBk8mo3TAhY2oCeocVBnsUW58nM7YylNkjiiAB9vNXM1/mZIK1ARGxj4wsAM+TD6pGK+TQML7CUJyhp8uKRuBgEdWLFeIFokn+8Qz4gvmGN12WMMmu0yL2AB4ryFrpPtNqzvpZBNUyuql+0yrHMllWtINZ5C71oL3cFah7JSz/9iWiz/qMmF7ZnufZW9KyzrtU0ItRZ6Dx5Ay6msHfS7B6sZadh1EFtnYJg0nr4GOyWVYZpllrLSCphHbfWVUKmvRYq36XHpDzEyrj/WxInlsy8WVMtQfktXte770zDgGODb+JPb1PddQnbT+1221blZlaZexTVOvNwk8yUYYE+TCua5l4+AuKGB2G3E1TiMWPIlsBU0CLa5DjBDCeQZKCwxy9pqsDtfgXJN0Ceh0PWWAudMuM/FdgifBg+eYMVXWx2VVXL5EtotjcwaidcTxpCjgvzP9dDlQd1zHRkjdalnzEWDaqQ12lyIV9KQblfslg2bQfsYwUQe6CLm/sxIzY7PPw3bfeYJWWcQZPO1dWUURtM7fyTWGzp/KCGlA2Mad6ePgJqiaurzCLLOoY2samBqmoNi+hvpYZYkqI9M6vg80+d1io5C8dt4ry7yMgUJqvJdAibECMsDtmaboJ5FaaJksA0lTjMBlgKcPvLbA0thy7Ag8oayMmXHwdMDPxJk+qBQf4jIjuWRLusO8hg1TdstGnFPqXZJFBklA1ZpqyrUzJkrwxrdMjMuwaHXIsFlmgYWdLANSbWTO0DNo22cyCF2lrvvMQDufN12dgBavl7OKbKha3HYO60TXmttrYH/Gb+VaYO53X7JymT7BpGmtgMBZNi9DCmKMddmneMfImOPGKOgx16uKEkkWLN0I7nOb/2eZZaw4mSgXfK9gojInQ0BgmdusjxHO7a1Bv4K21r36wMGQJPDynHTD6e3wmAouWzLVOGqd31c39ZixoGxM3UzVHaPBE6wQzMVhhx3WDdRYegzyxuu4DIsCkBAEwbw4pTizkhvHAxviLDOBl4BCYMN2AZdxSy5OCBhJl2C6ulymRXbImX3EF8mC8W3nkb0yDsgXV2OcXCrCBmYwK2WEmcop/sYtubwJsxXYdvazn727howTixNzLnWa6+d5/e6FxeKMmZfD4yoLZuC3bB3PQ53o+sw1i6ob1pmOLn1DefLas+wNGaLtDxaYWAac+va3gFPmIdM1l0sI5SBXB5+xlvEsP59iaEKGbDiOtJidqVIZpWXAyeP8Tr3c6hvJFjlOZXmXMVC5PVkrDfYsT62PlkzRNy1Dqe96q+q2PpZqDKu3NvCUgdQZYS9gymnsSHXt5IvUWpRBMTjb9ecyg3cuM1KpRa9llm3X4UEESbquLItZtW1kGW/kbIIETImynUGY4K+WMZkagVhd2iUX382XJ4tV0xDUKaD+T4tEVs/n0j3pc3u+x+U7EmRlPqy0MnxX3itTP8yy+4DI/S0GaqdWn9fcKegaKncdMMYAqT7mTUl3nX132bOs4zlnOXGAp2Se1IdIX0xPBRxKbc+t9t6SPra1Du4t5mmIkcm8iWN0w5j99fn2TUw9UrcPlT/13BQAteyaFZSuAqJGgycYEQOOzTVEw2J7ZS3yfw0Sd5upCgQ/XJMAa+7hjDPdSxUg2KAFdDA6gCa+DVInzkoQY3ZuMxHnFP8MVncdOv6TewnGxXQDJpk0lkiwhviMuaacsVxpHZvuASZOoJlxSi4B43PW+soGIHB1zbtcoiZjojLYD/H6Ak33Gyum5SVI9t7JnKV1M8vmZJ2AaOp913WdnQKoPMdPdR3noJfWclrmfdec5edbnFhkSEKyNzlpp7aVHIcqkBoLkDyn77hlA3of4Mo+1fdZVobqElwm+9bQl1rPXY3EVhlzX19MWgtU+kkwNSVmctJsuwRFvgTZGCVdZjI3yYroaspGqSvOmW2yWBmP5IPnOmzJ8lgu3WW5XEtWSE206TPJDLmGXjJWuShivrikOfOFVMWd6RzyRbVmOVg/likbj/dPq1oQmy8/WSIBUObnsnPVGX0ZW2YqhWzEzuTbVAbnWf5/ybbWZ7HW/fX8PKZud9+QYuo7r95/2TFD25dZ5H3ApzWgtPrmmGcbK2Prat0yA7zdi3nKsSzHtBx4W8CjgqdqEExtMxVEDEm9RwK9qeCpjwUaU1alxRQN9e963lgmqK9u85yh78QN+e6nLDs2aWFgbigbJLBxEUEDqTM/kgAocyyZNVsXleAEYRaacUdci2RcsEEO9GbFzngcwYYuRdPGwyABxjge0SKt7jJBhjmkiDtiP9cAeFjemr7f8ieAcuaa13c6J0wYx5gtPK0WX6agMdcKzAzmgqSaHNScUwluZcb4b0A938Y4JfOGJHOFCGa9h4CUa7So4lk2K8uYmT4GZ+i8nbJZY9minTBPGhyek202Y51SkSbTOmbw2ctyKJf9UBFTtRh+osGPtJI/VnaqDzz5P2UZA9pqr2MAW0pOGMrvBFdj2aexcpIw5lsyhjWqgKmSANV4qc+l1GvUfVlmwVOuG5uhR8tk9JE17ihXn87FgHOGXF2+pKLCZGZswLJHgiNdSZ7TYlcSwCRIElwlq5LApjZWy916ofkCMsYpzxGY2LFyO5KzFGuZkwESgOVgkMCmRS1mvFPWt27LpCkzaD+PTzavMoTJOM7M0+ZlGdNR97cYnGUW3xDrs0yWnTcEsscyT3l+tWiH2LVWn12XjL3WlP5Rn22W3ROZhtSFjhmtPEapkysA6GN3WkCn1T6HwNNYANXHMg2xT2PbaquvZbn7AF2VWq68Tp28tCp4qh6mvAaSHh5xRk3bs1bwREGdgm9SShGczAbsitP9M4t1nQaagEsXG8wSQtA2woy4XEBXcGXcUS4R44w02RVmsuX6V2b1hkHjHFZfR8xubhC87Ip5oSyvLymZIT6u/0OZZOeSmaIMRxxxRLedMniPTJuQAw37nbmoBeT1zF+VjU2QZSoCqUfTORh871p9NirKyoLEzmzkfTqTybqmDmQSvZZ1mQlJZ9mbshN2aJP3Hss8VRo9jYgKONQtKr9DEeDPwGn3xRnEJi5WJ5tjsC+uqY+5SXBVt1eDopIJFfi3zl1Whr77tkBgq1xj2KM+tmhRgI1SQWGL/WoxThUE1Xv0XWMV8MT7xvO1EbedBa8zwIzjcZBNujBZjZT6QnOGF+LALGuSuZaykrxWvW6LoUn2JO9Ry5XTVFvWfcuy9b4CmXpeMj8V8OW9agNvKdN8pqGOlnXvvW0YdVtfcsFW5853O8tmpKXEljFRy66V12y1a6UFZvqU6hjmadlzjbnW0DXrNaYwTjthesaUZZa9LxkcngZ+6spkOfrYlcqkDIEnr7su8NQ3BtYyVVDTAmB1f6ssfc+AtHRNfaY+Ni3HpT7w5DXyO8+vwKtPj6bbTiNtasD4vsU8Cs4yyyyzzDLLLLOMlnktg1lmmWWWWWaZZZYJMoOnWWaZZZZZZplllgkyg6dZZplllllmmWWWCXKiBU/HHntsFxz213/917t+77e//e3dvfmeZZaDKe973/u2rnCFK3SziWiT//mf/7n16Ec/+qAENNMXuS99c0gOVvlmmWUvjBV3utOdts597nNv7RUZO5799cj+fWKR8UkNZplllkNKmHZ9y1vespuO/ZSnPKVLgXGuc53rYBdrlllm2YA8/vGP37roRS+6dZOb3ORgF+XnQk60s+14rMyovZvClFDyJ9WlYWaZZTflk5/85NZFLnKRrb/8y7/cutvd7ra93bQiLqK9W4Jleuc733nrmGOOGbSsD1b5ZplltwU252pXu9rW2972tq1f+7Vf67ZlrqkpQi6/W9ziFmv3trTK2BIXkXe1ixO7nGiZJ17ewVK+Lo8yyywHU772ta913yafVTJ32l6UvV6+WWbRQN6EnndFikNNTjpxbbhDXdZGixin8OlPf3rrdre7XZet86xnPevWIx7xiI4F+sIXvrB14xvfuMtqfdhhh2096UlPair7u971rl12cBrlpS51qa0XvvCF2/tBtWc605k667UKa7xxzu/+7u/2xjzhSwadf+lLX+qoTX5TRs6pSTNZV+/2t799V14Gnzve8Y5bH/7wh0fFUbV8xCD2i1/84lsf+chHtq561at2LpTzn//8W69+9au7/e94xzu2fuVXfqXLIH6hC11o61/+5V8OuOZxxx23da973avbxzFnPvOZO5dMy7/sPTjuyCOP3Hrc4x639YIXvKDpj/6nf/qnrStf+cpdTAxZx69//etvffzjHx98vln2vtDWaQMI7YR3r9VYY4psG3/1V391AjcA2//xH//xADYL65Z+SH/7pV/6pa3Xve51J7g/bejqV7/6AW2wJumbEvPE//vc5z5br3rVqzrXBNe9/OUvv/XRj3602/+c5zyn60+Uiees7fyd73xnVw/nPOc5O8v4qKOO2nrgAx/YZdav4j24Fn32b//2b5txKDzPU5/61K2LXexi3bHord/6rd/aXr1glr0ttjPa9G/8xm90uh69ev/7379bbaHV/l760pd275s29MY3vrHbx3hyl7vcpXv/bGd/7UvIF7/4xW7cQdee7Wxn69of3pEqfW3tz//8z7cucYlLdG2Nces617nO1vvf//7t8rHyA+OlySK5jrLuMo6NeeI5bnCDG3RjIbqCfsszODa+9rWv3X6my172slsf+tCHTjCW8RznPe95u2PADjwH43MV78Fx5zvf+Tqd0Bc/+ZKXvKS7H+VBl9361rfuMMokWaxJHvWoR+H+W1z60pde3OY2t1n8xV/8xeL6179+t+3JT37y4kIXutDinve8Z7f9ile8Yrf9He94x/b53//+9xcXuchFFr/wC7+weOADH7h42tOetrjyla/cHffUpz51+7i73OUuizOc4QyLH/3oRwfc/4UvfGF37Pve977u/zHHHNP9f8ELXrB9zB3veMfFKU95ysXFLnax7jrPetazFje/+c274yiX8tOf/nRx+ctffnHSk550cZ/73GfxjGc8Y3Gta11rcalLXeoE12zJ2972tu44vpWrXvWqiyOOOGJx1FFHLR784Acvnv70py8uetGLdvd4xStesTjssMMWj370o7tnPcc5zrE4/elPv/jOd76zff6rXvWq7v6PfOQjF8997nMXv//7v7844xnPuDjXuc61+N73vrd93Be/+MXFmc50psWZz3zmxWMe85jFn/3Zny0ufOELb5edelFe9KIXLfbt27e4znWu05Xnj//4jxfnPve5u/rN42Y59OTd735310Z45/e73/0WL37xixdvfvObD+irKTe4wQ26Nvf5z3+++/+Rj3xkcfKTn3xx17vedfuYj33sY90xtFvaCv3iKle5SteGXvva124f9+Uvf3lx1rOetWuftOk//dM/XVzgAhdYXPKSlzxBG2xJq3z853z6zxOf+MTuQ1nOec5zduWgTE960pMWD3/4w7tyX+1qVzvg/Pve976L613veovHP/7xi+c85zndc9H3bnGLWxxw3Bve8IbuebgXeusRj3hE9xwXv/jFu76Wcre73W1xspOdbHH3u9998exnP3vx0Ic+dHGa05xm8cu//MuLH//4xyPf1CwHS2xnl7jEJRY3vOENu3Z0u9vdrtt2+9vf/oBj2cb4RLtGrz7zmc9cfOhDH1p85StfWRx55JFdu/zDP/zDbky50Y1u1B3/lKc85YDx7YIXvGA3/jzkIQ/p9PxlL3vZ7T6RYwXjVG1rd7rTnbrjrnvd63bnotdvfOMbd3oboX+f4hSn6MZMfvNBByCbKGNLGBdr/+Y5GPsPP/zwThdwP8a30572tIuXvOQlXf/N/nz+85+/G38VnpNnotyMe/e///0XpzrVqRaXu9zlFj/72c+2j/vgBz/YPT/jF9f6oz/6o268ddxLedzjHtf18Vvd6lbduM/7PMtZztKd+61vfWsxVtYOnu5xj3tsb/vJT37SvTQKygMpFJAKoJEovCjOp0IVFBAghooWSLzpTW/qjnv9619/wP1RjOc973m3//eBJ7bxIlIuc5nLdI1Eec1rXnMC0MYLvfrVr74j8MS2l73sZdvbPvnJT3bbTnKSkyze+973bm/3GfM+NOwq73nPe7rjAEE5SFDfdGzlm9/8ZgeosmF/97vf7UASij+FjkYjrttnOfTEdgjwXgZOADy0EYwEDBP6BIrt29/+9vYx17jGNbqB5oc//OH2NhTYFa5whQ4cKQ94wAO66//7v//79ravfe1rXbvaCXhCOea5gCC2Y3ikofGwhz3sBPdp9Z8nPOEJXV857rjjtrfxfOgs+ofy9re/vbteDmjvfOc7u20vfelLD7jmG9/4xub2Wfae2M4AEin3ute9uu0f/vCHt7eppz/+8Y8fcCwgHGDwjW9844Dtt771rbv2brtzfHvlK1+5fQxGL2BhGXh661vfum0EVUkAAXDPMXWTZZwCntgmkMvxDQyQfc/+nPdp9duXv/zl3XH/+q//ur0N8HvqU5968aUvfWl729FHH90ZN6lLjj322M5oAlylfPSjH+2OrduHZO3RzBmYiv8TGo22hztOwQ2G++lzn/vc9jZcA1Byt7nNbQ7w/d7vfvfrFtLFrYXgCjjLWc6y9Td/8zfbx0GT//M///PWrW51q1Fl/O3f/u0D/uO2yrJAx3Lvu9/97gfEMd373vfe2ongJoQeVKgD6oKgXlx2ir+zTNCL6b6EtsRNwfkf/OAHDyg77oxLX/rS29ugJX/zN3/zgLJQX//zP//T1fc3vvGN7Q/vjPsTHDjLz4/Q9575zGd27YL+QEoDaH1cGch///d/b731rW/t3Bvf/e53t9sL7fDa17721tFHH925BuzLv/qrv7p1uctdbvv6uBlqG5wq17jGNQ5wZ9hPbn7zm3cu57H9B/cGZSeFA7pJV8Hxxx/fuQHvcIc7dH1Vwf2Ja6G69ghNuNa1rnVA/8EVwLlz/zl0pOr1+973vt13uqttB7hzFdrOa17zmq0b3vCG3e9sB/SJb3/729u6mWsdfvjhnctbIXTjHve4x9LycQ9cT4961KNOsG/M+o27UcYhoc4Yk2r/ZCzHjT623+JKpdzoFsRyE3JDmAvuxiOOOGL7eMbH6173ugeUBTchLlD0WNYF+u8CF7jApH679qjMrAwEBYMPEsBTt6ffkpgeCl9npwEs3N8V+GQn65Tly172ss4Xi/+WCgFQjAFP+otTznjGMx4Qp8C9aEQ0nBRexk6E2I/a2KkH4i/qNiTLRGzGE57whC4+hUEqJ0nSAbLs2VD7ys5gZwNuiYPmLD8/ArAnFuAf/uEfOoUJWFE+85nPdG2OGEY+LSFm8RznOEfXBtMYSGNh3boFGdN/Pv/5z2898pGP7OKzakyS/Ucd0+rnbEsjhf7DecSFDAXrz7L3hXEnhXgZxqEaN3ee85zngP9f//rXOwP0uc99bvcZage0LdpQ1f9j+sRnP/vZDhRgBE+V3SrjpvotRttjHvOYrVe84hUn6FP2W7YzPvb12xT6LXqsvvNVgvXXDp5a0fZ9EfirZklAyRMMRrAzaPOVr3zl1oUvfOEuwHyV8u2W9N17TP1gDQGcHvCAB3TgiIZGI6cuxgbipnjOi1/84g51V5lnO/38CcaMAaif+MQnujaiMWN7YXIFFmtLdmpcbKr/YJnCEKGIH/rQh3a6goBYjBCCUVftPwAnAohbUg20WQ4d6WNzkgVBbDdMkGJCUUsueclLbh1M2QtlPOkOxj0Yone/+91bD37wgztvCqwuz0Sw/Kr9lvcLdmjdPxnnZbJnRkiS9xFZnwobYSaE+5WrXOUqHTOE6+5KV7pS5074gz/4g7WWBfru+9///gHsE9b3wRJm5dH4c5YiNCZWRS17q5x1G9YVwgBwzWtec2PlnuXQcl/gkoPhfNjDHtbNJPud3/mdbh+zXbTMlrUX2qDMZsqnPvWprYMhuOKYBcxMJFxyCi7KFHXM2P6Dq+CKV7ziCQbVWQ4toa0mq8S7ZhxaluUbgIy7GHA+pk987GMf64BBgrMxfYK29qY3vakD/0PsUwv07VYZNyEwUG95y1s65gnWWKm6hTEMj9LYfsvz8b4veMEL7qh8eyaD4/Wud72tr3zlKwfEMpEo7+lPf3qHBp12jQCu8Mu+/vWv75gTjhsb7zRGsKxxA5JcUKEzERNysASUXJk66qamWKDs73nPe7qYFYVOVy1kjsM1x3R0nrVF987y8yOAc/reE5/4xK3f+73f6xjNhz/84R3oUEGRAgDG98tf/vJge6Evv/e97936j//4jwP297E0mxYtzOw//GbqdwquEVITvOhFL+riLBXiLU2JkBYxfe+xj33sCe6HPqpGzSx7V6peR68iNV6m1a4IISGmCNCxrE8QU2dqGgTjvM+VlsI9aK+AiCrZpmFTa7vbrTLuVr9FMOrqcQDDv/u7v+vKn8AJhinlZje7WXc8dVmvy/9WCoQ9zzwRY4Fihkb/wAc+0KF+XuK73vWurrIyIBQBLNHICaIjmNPYqHUIrkCCXR/0oAd1LwCan1gJQAhyMLKnkisDoIi7jgA8ABKWL3lJUh7ykId0cSu4KXD10aGe97zndX5nym/ZAU7PetazulxWv/iLv9gNllgpxIYQ84JF/YxnPGPXn3OW3RdiBu55z3t2WYTJZYPw7mFf6Y//9m//1hksDDIwvfQ3JlPARn31q1/t2iL5YciDZhukrUKtkzOHNogCll3ebaH/YnHicsRVR9tnMGnlY8KYIB8d7Z98chxDXQCqElBhzJHTCZYOQ+XXf/3XO1YOq5hgcoBZBt7OsneFjPc3utGNuvZKW0Z/3va2tx0VBoKxQT8hxo8+gW5GzxIfh352zGAf7Qjmk/ENzwl9pMbVtoR+iZ5+2tOe1rUvXVbkLss+y2QF7vnkJz+5MwRgVyjXbpRxE0I/xcv0J3/yJ52BTzzlm9/85u59VSGfE/vot+gyDBv7bRIJ6AFyzsGsE9PGWA+24JrkcwOHmCtyqSzWPO3z61//+gHbmTrJFMoqTN0n31LKV7/61cWd73znLucCuVqYNtyXFoApmuSt4J7kbajSl6qgVZbW1Gie47a3ve3idKc7XTedkzwb73rXu7rjyMu0SqqC+rxO5SQfVhXOv/e9731AegfrhtQN1772tbtUB5xfp6eSpoDcGEztZto1U7LJm8U1SUVQy8q1eEbye5zvfOfrnvX973//4DPOcuJJVXCzm92sa+dM4035+7//++44cjopn/3sZxd3uMMduvQA5GQjZws5ol796lcfcC55omjztCmOeexjH7t4/vOfv6NUBdkfso+TR2rZc3/iE59YXPOa1+z6Dn2IVBxMRW+lHqF/kxuN/kN+p9e97nVdPji2VSH3DGlOmHZNHaKzyJFz/PHHDz7jLAdfbGe0DfJ98f7I6UVuvx/84AdL21+OW+xjPKJP0DdI60HbSGFaPmkRmFJPGyRnkaktluV5Iu0P7Zw2yNhIvilyPn3gAx/YPobxgLxrtEWumePCuss4JVXBmPGtrz+Tt/CmN71pl1aHMeqWt7xl17c4jveX8pa3vKVLsUL9MI4973nPWzzoQQ/qdFAV0hFd6UpX6vAAH+qV8nzqU59ajJUT7dp2mxBowZve9KadJQ7CPZSEQHOYPaznn6cU+rPMsg4hWBVmtsZJzXLoCmwF7htcV3U2+CwnDrnJTW7SrXbQisHcqeyZmKe9JnXZBmhA3IRQibi5DqWy48eFfsXlMgOnWWbpF9wDxCzVZR9wSQ4tijrLLLPsrXEPwETuqk312z0T87TXhHghXgZpAcgnRS4ppkwSE7HXZ9dQZhoMcWDEpDz/+c/v1v7ry88zyyyz/P9CTBTBp0ztJm6E2b7Pfvazu3QeNbnuLLPMsneEGEzXwSNnFTG9Jz/5ybsYzE3IDJ56hOSRpAV4wxve0KUEIIcNzJPBeXtZmDVBsD1BugSIw5QBoAi+m2WWWfqFhLkE3jLJAncOwe4slk3QbZ2cMcsss+wdIZD+5S9/eTdrn+TZkAiQHX0JMXcqc8zTLLPMMssss8wyywSZY55mmWWWWWaZZZZZJsgMnmaZZZZZZpllllkmyAyeZplllllmmWWWWTYRMP7ABz5w+zdTeQnK+t73vtd9fvzjHx9wbM3APSYjt8fkt5++/XncsnPHHjfm3mPKs5P9rXste5766dved1w9nozS9TffvHuyLpPhti5vMcv6hEkKLKdA9l+ycvNNnROiSLoJPr43wxZ5P31LGiD1veZ7r9vr//rJNtF3vGXsu2br3Pyd5e5rt33lUPJ/3zNM6S9jnqM+jx/fix+25QLc/mcfKRP4z5pdudbnLOsVMsTznggw5pt+h45jjUdmWfObNDX0vboQbV3uJyXbYP6fovdXPXfVe6/jnvuW3HvZPZaNS2O313v6Wx1p3+S9+W7FMa7nuTbwlErZm+aN3TdUWX0y9PBjXtaYSu07X8W06r2nXnPstcc8z9RtrU/fcS7QzG/fub+nvNtZpov9CuVNugwUOakmUOLsY4CtA3IqBvum+/I9twCD545pL/Ua+d/ytP637tE6vrbNLLe/W89TrzUGPK366Xuuoe8EQL4f3lUfeGLQZrmXM5zhDNsgapb1iwNpDqjqPz70OT8JnrKP+V+p+nHq+NG6zk6vse7j9+0QPPWNiX1jZGt/31g7pmyt64trxspo8ER2XRU6H60jFg7kv1ZxrRxlqFCbeIG71UjG3Hvq/qEy1kZUG08dZKYMCPW3Sl8lzxpHKv3ZGt6cUMf0KRblZc0l1mwi/xADKvsYVFsDMqLir8p9WX+ogCCv5/eY3/ldr7GqUTHUZ/qUqdvGGEfLnlOAk/2jlq2vL2VdcB1ZQ9+fx+cgLog605nO1K1kQL8jw/ksm0lNIfPEOxIo0f9YjYHxDUaCvpf9SnBVDRVlmR6v30PtsXW9sQBhynerLGP27VsBuPQ9/1gGfNn2el3HsBy7kr3nXfJ7I+CJZFPcgEbEzUXl/AdEVfBUZSpK38nLX3bM2HM3VYax9+47p/Vp7UNaVnIe2wea/FaRM2Db2ObsFpsVlTPK+9vf/naXb4jFeyvzVNtKKvFkg4fal9Ia7HNf/b2svWcZaltslWGKQh86r4L6qkxbzzR03wQ2ua11zz6GzQHWPqQSz37HtlT06Nuzn/3sWxe72MVOkPF8lvUJ9Uyd825k2BHqHNAkWaD7zncpE5Vu2Cpjx4Qp48TUc6aOT61rjzlm3w7KlNdsjUFjWN7WeJbH0794X/ZBRKOoFSqwkSSZNircCcQ7oeDxEyetWRtSReZD4Km1bUjhD+0fc48p565armXHLbteqxzLGnHfoNICV62GpxJ38MAyw4Xg76kNbZbxYt3S1/g4mCZ4TQXuOQl8loEgZSoQrnEfy54h/7fOXTbo1G2t5+o7Z0y56rVqP8t9Y138rf6Z+wRQshf8d/DO+x111FFbl7vc5WbwtEHBHZqDK32K8Q1XObGdxj65bI/vrDJPY/rRKgBnzHX6tg1dZ9k9l4GtfSPAWF8ZloEnZCgUoI5Rtb+lwSQBQP9Ch/JhhRC+T3e60233vV0BTzYaFbvMU0XiY8FTVmKfjAUfm7zGGJDXt38T5V+myIfAVp+ibzVUrWIAkwxU3n+WzYl9zXch41QDWPuA0xipAGGsLDvHcvSBnaFg21a5ss1O0SNjytkn3st3MHbw6+tv3kvwpItIcOy9BMaso8nAXSfkzLI+SfYhjRJZJ4gBPusAT2OARt+2of2rXGsqwBlT9n0TAFzfeDWWccoxq+XCy/MET4xh9DPeL7/TiEn2d+3gKRVJDabzd6shtXzCqza0ncg6rjEUQ1KPmVL2vgGm7q/bVlXmfce0Gmoqeqw0Gp+D+CybkZZiQHJgrayTrvS+vtbXDqe0uaHtU49dpT9WAJVAakx/mwquPD5jnpBW2699LY/LIGTBUu1jWr++RwbvDCafZbPiuxEs4VWBddKzkgRBCzxN7VPrGNvGgJSp12htHwu0Vilbq9/0gac8bpnhX/fRlxi76GeMY7BPxLuxjSWY2M73lHFtdO9sAaIMnsvv2niqO28sxVkV5NRy5rXWIauAp2UydFzftaaAJr+zcS47Jgdu3ym/nT6NEpll98X2kIobyffWAk9T+9AYWXbNqSBravlSP9R7pjEyNAgMXTulFYTad06fYq9lyk8GkFdGynNm2YzUOEHjeAGv6Du+DRhP5ilj+oZSGEwBGFNlk6TClO37dug5WjYWtYz+seAqY54ASHxkEWWj6Ge8Q35vBDz1AaextPgUarOeNxbF9l1/yn3HXnvZoDTVfTJ0v6nXyrLVMlYlXq+dA7THt9jDWTYvKmhd4yqCFqhORsp9Q30oz8vjpyiPIbfZbreTsUp9TD9qHTPUl/r2K2ls1JmqMlL1/QqmpurNWaZJ9pGcACVw8nd12SV4WlU3bhL8rPNaq4KjKef2GfrL/o9hppIEsG/RD3m/7Of98j2VFJgEnoaAwlhAtaqF2fd/p9cfutfQtcdY3mMs87HlHQOg8pghcNSyzOsgmqCppRxmhb45qfWeCrvFIiYD3IqD8phl96xtdorLr6+99wH5dRkWrWstY2zrtj5ANPQMfXqpVRY/Qyk+VNy+v9ZsylnWL9W4b+V3ytCU7GOtCVJj9eKy8WG3Za8Ap6kAqk+vJKiqOjHjtemTGa89dkIMsnGn+k4byBTWZR33UpYNPMvKtVPmaeiafcBoLLjqK9vQwLYqgzjL6iL7YNxZKgzETp8WlrO2xiqBCprr72Xn1d9jFeQ6ZVl7HjqudYySZR7Td1r1JrMkePK/KV90zXnNHJCTgZplM5IGSgVMdVBtkQSrGpSbGB82ITsZ5xYjDaVlfar+r0ZkC0yl/kvmqcZsD8WubSTm6WACqDHX2un9+izw1jFDVm/feUNl7LOElwGnZTJ0/hjLe6jMs6xXsg05wCZrUV0HHuexY5VBbeNT2dA8tk9RLrvWmOP7yjUF7OVxfUCnStbJmD43xDxljJqKu8UwterzUBhkD1XJd1IH15abrg88raIbx+jwse16pzJ2PFrH/n0Nb8dU4LTsWeoxfQBqVeC0KzFPed5uyDruMxagDTWcVS2LPmt5jAtiFdlJI51lM5LpQIy34JNTaZNtUnhnznodI2MAxDrbWd/2ZSzvsusta6ur9p1q1ea2MfdxW51+jZjfKWM1cpKG8Td1WZBZ1isV0PYxEi2QtFtjzdhrrAOILTNYphg7SB8RkP/rtqGxdcqYm/cbeo+tfr6RmKd1oe5NyG6XYxVLdJ2yqWsPWdB75V2fmEUQlL75lpvHgOK+dzTW6mspnbFtt7r7Ws+S37UcdV+rffUZEH0Aago4GrK48/eya1dwlefUDMYtxV3PrdPiZ9mcJDu4m8Bp3bIq+7vKtfatMO6NNZRWBVAtvZXvbt1j2I5jnpYBqFbjW4ZWh+4ztjw7kbHuizHKtza2ZRTnTiyL1nlj3Q19ZdiLSuLELoKkmgBOBZ9KIAffOtAOWX31mGwjaY0va5ObbB99faePSVpW1irLLM1lLFOfkdEqW313CZQy07jguL7/WTYjrQF1CCz1HVt/r3usWee1xt5rFfanT/oMh02SDkNG5DpkLQHjYxTpbirb3ZIxDWHq9datKHdyzb3GLP68iINoDqCteKfKcmRczRhmZui9ZuDyWEapdey6lWDr2kPgqcXajGXU1nGMInhS8p2yD/cs3661VgH0LJuXZezEmPHtxCTL+v4mDf5VZZmuWif7tOOYp6nnrrJvCiMypUxTLdUhxmyIkhyLfJe5QFrlmarAxx7fok2n+oRnWV0cbOvgv8x9tVMra8haW/a/ryzJnLXY0CmscqtNttizoWdzOQa3VQavfmdQfh6fgDaP97qySO7L42ssU2Yhr/p17nOblzHM0ibvO3Z7yirAZKr0MaljWN0+qS7xIfd1HjfUR1vXTFnGLC57npacqPL/H0z0v4oPeNXjph47tQyKg0ZVKLMy36xY3zWTuNLn0899qyjfKUB5zPU9RhDhArctQyPLP6UvtQDd0PmVtbOeE9wodb/XBfh4fPaPBGQ+d5ZFJonkfGYQF0B5rLPwEqTNsnnxPbdA1ImRVToYsm+AOR4CT63v1qd1j5Q0SvpmTk7pbxtNVbAKstspGzR0/SnodKosu+8YhD7UYPqOXdZo+hreTmVW6ntTWuxlZWZajMYUVniqZZ6AAKmZ0pUKRuo9x1i99br1nlknFQR5fu7P67b6UEv5+qlJSwVYslL1XjUdxdj6nWV16WtrY85pgauD9b5aer6Wq28cGjtmLjt2zLgwBITq/9ZY1QecWseOYaKnvvu1Zxjf6bGryioP3lfJOynDsgYz5pgpaHqowbSu2/qu5Ztl70mrc6/jmmPaf1+bHVueHFiq61HgUBknwQPxPxmsPgWo13KbusFYIu7Bf9MAuNB1tTxzyZRctDclM00ncPI5fvSjHx2wXI4f19kSSHkv9yWw20QbmGV12clguykZYmqyXQ8BqE2XbwxzlJ++iRJ1f6b6UJb1mRbjtEo/W8ltt8nKn3rtMY259VKqVb7qOkXZKFvn9W3Pc+uK0C1LuLJOrdwxrfIvA0+thtNiJmbZPVlX/xpia8co0b6+NbbPVcVWXVK13a2S3HPo+bx3C4QAUgA5LhYqS2S5+W1eLb9ragifT7dk/ud4Vm9P4Jggqz5/ZbLyOeZ+uDmpbXpsm++7zrrKMyR1LBgCUBl64fWnAKgp4+CQ0bUMJLVAUfbdvA6igVL7R/ar1qSXKSzbRgLGD0UrwBeiFanC60vVvhuSyjEt1jpFuXYKj81vr1fXyMrnz082sL58Mn2IfFbmm5dNt8GWQhpz/Ng+R/uF1cklY37wgx9sJ/9Mo8FrwL5MKdOy8gp8EO9rHwPYUC5nNcpE5SxHdUTtK8ZuyR6pU2S5fB5Waef+6pQf/vCH2/FOmcyU74x5SsU/z7bbvKyLiThYkmAjJykgyW7m924wUPsKILKNJ+jJlRFa41of6EmDJnVFXZvQZ+4DWDupg5VinnZ60ynnLkOMqzBPfKz8VGJ5r6kgamz5Ws9WEXfN71PBUy7ZwQDldu6Fcs7lH+r16zP6ewZEe0dabWZMW+zrl8va4FQrdKjPZTulj/EBqHhcrk6f9x/7fHmPvnNa+yvL43qBSGuJm5bhksd7zaw/jxUcJptlfaShIsOV/XPM7MpZNiPrZJeW6dR1AZc+JkepQfBuq+XcJJDaV4iBShLkeMy3/z03y5xGUSsPmkaQhljqmTH9aOMZxvP/ocQ8CTb4xipUWfExPkHwgYwBUDsBHi1A12pYFTxZfize053udNvXoPz/+7//2zUgrFwT72Vj8zoOYjzvsrrrK/ssm5PdsoCnKvkpzNOpT33qrp2e4Qxn6O7xne98p2tv3/rWt7rvvmdrUfGrtLc0ghLgyBZRNvo9ZaF/yJQ5C06AI9A61alO1f3mm7727W9/u1PS9jUZKLZplHldv3URfv/73z+gz8vOGfvU55aYZf2S7WNd/W033lmOH7aXGp+XTIzGSwXp6wRQ+xpATiOqusrtV9kPHJ+NUbR8lZGl7+bz+t5kd/nm4xJXOX5WWfW5d2Vh4NY1ll2vz7qcApiGrp1Mj43LRpVsVAu512utw62VDc6G5Cc7A2LjogGhyAVZNBQGA4/xWnxzbFK6NDCVvB1qN6jcWXa3ry1ru2PuN6XPVRYqjQMVooaLAL6Cm77rji1vSzy3JqfMT5YlWSO+Yc8OO+yw7T5HP8NQoR9V6/+0pz3tAc/dYrJrf2vpkBk0bV76xqSdgqmDoUdzXHPcqO24xuBledet//fFeMZHg59vXdqOdQms0qNi/ZtE1jLTH9PgySz9OenC51ymX1aRHa1t13fM0PaDPTgnhZ5xDbw0KhuliFJHKbqmWI1lWHb9KeWooIlyoJxpHDayqoRF3Bxz5jOfebvDyJqBuBGOP81pTtMd+//+3//btm75wAIQg/Ld7363ufjobtC5s/TLTlinMcBpJ+WaepzKG1DBdhQeyhDmRitRAO/xLVfgVAaquqn5zb358F8Dwj4uG6YhlQJwuslNbtIxvTBqX/3qV7e+8IUvdP1Il4PK+yIXucjWGc94xo5d4pqf//znt77xjW8c8Hz0xayrGuOk8ZP7Ztmc9AGnvSitflC9F5W5MdZOD4WGS+r+den8fYUEYJziwxiEDuD79Kc//TaQSiM/Y5IFTZTReEnHP/ohxzK+ca4xTrDaGDX//d//vfU///M/3XlInrsuw2Rta9v1bdsUcl/1BVelrBXqy0sGKhV5Th1uXa9axUMvp29fdSmgpPmoTLMcBr3a+BSRt+hbAAYg49tGJNCicfVNCx1iCveqYjkxyCp1vW5meB33yMBNDRZEa5H2y/Y0TnLgavWpFqhaRQQl9AsUsaCqMs/0EwwMXQ187F9p1AgOeaaznvWsW2c5y1m2wRMA63vf+942WGsNUm7LZ15Vd84yXmqbGwuc+o49WO8r+0iynrk/Y+z6mLV1lH9fic+1v9DX6CMApzOd6Uzb3pMETxkonuE0qSfsa5zPd4InJ3PQ99jvJBGfuQ84rQKYdwSe9kKjmaIos3JVYkkXIsYkACrM8yI1nxmSV5Uay5EiaCJGBMvVj9vzGbDWRfWIlrtWtQ0FJU6j5ZpOnebD9UDo5pgZin9qNazZpbBZaYGJQ0lopwAG2laCDtqsbi3aI/uxEulvfGR/Whb2VObJcxCNIY0Gy/KLv/iLWxe96EW3znOe83QfYyTsZ5/73Oe23vrWt3YW7ic/+cnt+CX6jtb01772te5aV73qVbeOPPLIrfOd73xdf1On/Pu///vWpz71qa3PfOYzW8cee+x22dJoSasYkRGb3Xe7I6uOZQezX1ZPUDK2hnw4I1TgAahw/Mh4oMpArSL7GhOb+Aiazn72s3cM7uGHH751xBFHdP1HciCBnjNa+ahDYJFkiDnWcU3Dx338x1jxeoazGEBePT5D4/GuxDz1Kfi9pPCzgeUngYbWscpVcGXDWkfMxZjjbPQic5kjy2yDz2ngfFozGvIaWtaCJwNlMzi179n20rs8scvUul7G/q77fmOvidJSeSWrmzFQTn4QvA/FAqX1uC5Qyr2xhHF/o9h12VtGfgOE6CdYwfYdgU0qaY5DqdsntagBWGz/4he/eIK67mOzNxWnMcsJpY+FaR1Tfx8saRkWtW07liRDqjtPMCUYqeet6xn3RWqd9KgAphjTMEoyfMYyGTbD/3TtW17O5cO1DLnRvcdxxle1ZuUdFLdd6wUdCqIyQmRZWpH+BlYj/DfvCy+BlyL7tInnT3CnAkdZ88mke5SPZ+C3ZbBBGUuhFeuMJ2cJITZkByz20aGMkxpyTR5q7/1Qlj5AdKjEoVXXcDK9CO2UtmnblkmF0eF42v1OjJSqHHOyRBpLxF0Rk4RQBhmnc5zjHFsXv/jFO8sXRgpB0dNfsJqJrfjABz7QlZPnYB/gCxD27ne/e+srX/lKxxqzDzbqMpe5TMdQffazn91mlVKpZx+r6QzSKp9lMzJ2bNtLfS/HDIOjHd8E8DkrzW9ZYfonfU1ggiT7NDXWbtGjs6oxYDlkjgz8zvsKntiu0SIbxfkYPIyBuu9yNiH76Z/0bZ6vzmRVqo6YCqg2tjDwXmpk9SUi6UfVv5oz8LKxyfYYZLcTBqqvbFlGFTj3pOHYOPQdI5lLRlCXVgaS06xrPIX7MimgSnyMdb/X3u/Piyxz47W2j1UK63bLqtSlzAVTtlXbprFPsqEcPyaFRm2nLeDUYqv8T5tn4MAlkBYs5YMt0nBinwMSZUThO0hxrNt16REj9fWvf707BlAFEOMcB7KZ4d07crAZ2p1KC3Q7nlU3nmyvfVJAobclZ6Ei6zLUfhbpEmSPLFsdozze/imZIWOWcVQZDpDkgf2welWW6YqpsjHwtBclZxcASlTqGemvUvel+QIFJTI00oQ7kQpoRMYgZqdCEw+CIseK5Ru/cfprMydNZkhGWm48wVFavS2/b7IcfYPSLAcXKO30+N0Q2iXtmPYHIFLh0VYFTQAMAz9p48xk02DJrON9YGlIqjHgIGMfh3U65phjuvvzoYx8rnCFK3SB34Ag+qJ9gfOwetlmLpmzne1sXbmx5um7MFVs04VgHSRodKCqOiQzLGsxz7Ptdkf2Yv8ZkixnelYcB/jW+NdFTp8TfHBsNaBbDNTYetlXxhHHJPsPM05zXMGVzTfGCX3KcrHfWXeWF5bKMrs/U/okeFoGnFrlPejgaRlSbVm2rRiA1vZ1iQhbRWZjMYahgosMJDcwLXNOTGlQrf8psk66LBxAEBuEbryaDK02lFZQ3FRLovW+ZtC0u9L3vrKtDp1X39cYVrFPVrFEpdIztkKlLWtjzhYnaABABFitMkx5xtqG8xzvBVME+0T/1l1+rnOdqws8JcA2rfJU3Bot9k11AywTyh7XgcaWrFurrPX58jO7yjcvYwHCXmQMK/Nkn9GjohsrGSgNB4kB+2d6VlpG9Ri9sa8Rh2W/oC9gRNDf6Hf0e5PFAqAEPEkM1BjkZKVqOfvGvyxb6zlWxRwrrW23SkPZSwogp2ua10mg5MvKRpYAKnMqea2dMlBZLv29NuacfYTQyFDyxovIkCHZWOwI+olpqJk4zaA8rfucnl1lBkwHR5KGz7gX3/MQeM+4Hv/XfWOVSj1/mdR7WnbjGL75zW9upyuQjdJ9xzcWKfsBH3xafSyVvPdI5ZpLqaRLPhlY2j33gTXSDeDkCtMOZNZxy8cAgNKnD7INdgqWCcDEFGwCw9nvdGyEgSPjS9J1mOXWrSIzXt/9LAdX1uXKWrdYJnWCY0iyvMZAZfiHrjy9LulZqYkppz73zyKkhG/6DddwjDWWiYkWiC5xGahq+KQ+ytAWMQkf+5kfx/c66atKHzu1KxnGd8JqTLlP3m/K8Xl9Bx6+BQ0yPDJSFalnYj2tyL6cLcvun+Wv+2Sf8rcB6ypftgvo+sBsxnY58OQ9qw96Bk57R7JtVxCU+/uk9S5rG+0DUPU6q7CWtW/6P9uilqjuBURgAyhREaJwjS8aKl8tYx9NXwGL1nfmbkJkdhOcuV+jw9xQsFZeVz1Bv3KKtmAr4yZrXfnbsrUS186yfpnaptcNoMa6nscek+Ma4rgm22ufsS0L5DNFhwZ75oVaVpZ9AysDJCnANXFvp5FCuegfCe4yxKT282TZMn2Q47hjdCbA3URfOtk6XvKYxrSXEHuWw4pNpE6Fi3xdfd1ZaSo4X7YvKxH61DIsGzy5B8AJNwJ+Y/Pj0NBsWFoKDlCWyfgpG6YNGYUPfUpD1srtG6D2ynubZZxUyrr1Dlvuo9Z7HjIO+lxQ9Vr2iywPbdS17mjP9Dlin8xz5pqNfGjDxP6lGNdX+5zbHTRymnbGT8lCeY1keDj2y1/+8tY73/nOrm/AlFEeGDFZZ46BWeJc17Z73/vet3Xcccdtnfe85+1yPQnAyBVFjqfjjz9+m/11cMvBwTJqHKmD5v534pQhphdpGQJDbSHbigax4xrjlQxUBmm7/qTMq+xQLqwrwKqJohcj22VOHOHe3CNd0o6l9H/6m5M0EtSpKxgH9RjlepOOe7DAjpPoDWcVuj/1wZh3sutr2w0p23Ui9parYVWknjklEGcheA8DXUWyGZuUvuJ1WySZukBLXHDHPjtDBsPLijlN3IDB3E+D5ZPAaUrZZkZqb0ufuy735fZlSrl1/T6l3gLgeY6GhqkBUHAuuJuJ/aTdXa/R6/QpwCyTIESDp9L7FWBWsIniPfroo7v/znRNBk1l71Ro+ieB54C885///F3KAi1gFDrgyWz+qbcqcMv8UXX20yybkVUAam37Uz0h2e76rtsq51jW2T7muGYfykkYOZtNw9lcSR6bY0aOuYsJsZPpRXEGeQI4hL5PXzEvoc9h2IkJdI1BtE+aq1CWCVIA8CTba6iAz9eaLb9q/5qc52mZ1Aru2z9FkjqvboT8WMZV3Gg5C4/fvkB9wX47QwjxeMGXIGSV/BhD5c0ZC3wM8qMsomktYhqMs4BkmGhc/M+gO/Pp5IygWudjLZ5ZdkeWKauq1PqYoJRV32sfQGqVJ49J4EKbpM/AgNL+ZHeNJYLtyZQcHA/QUhHnc1WWLYFHS0kKUDJZoOXVOiYnk8fRtwgiT0sYdor+5Tk8B2V805vetJ3OgOtynFY3z5h5dayLXMtLY033igPMLJuXFqBet6HYAux99+kb15YZOzUsRbbU/iPbZIoNxDFONgjpm323aPSrPqPM8jhWmQzXccu+J/OkO899lIH+Rt8QPNW18OxrGD0cgxFDH84Yw5z4Ud9Dq/zLZKO9clVWqHWdao3x3xcqqtwJgPIFaqEKVoxtyNWeVbpaiQacJzrfKdjI83PWnS5GxJl3NkLT7rM9g87ZL9q3bBznzKLqE873NtZlM8v6ZKi+hyzVljU4hYVtXXPoOlOMqXpeWsYodEQwxTmCqJwJBDjRkkwXXJY5XYR9g03r+TIonT6lYaGCNu4QcVFjgtlR6oiufK5DgszMZaNrxPhJdUyK+kOQlQukZoLPWXZHpui3KWNNC5jVj1KNnynjWpICgnL1voa2YEamt2b6z9ihbM85eWMxIn1IBVDJrqbBokuOvk9fcozneD0uOfs1Gdt0T/KM6AqT82ZMbwV+rfdy0FMVrMuFpQLJl2zFJRVXP0MIuU+yYUhzmllcmlGr0HXiMsZCAGPZaiNbdu+8f+1M+Qw2Bt2IieBpNGxzJoP7LJ/3qdNTa4NqdehNWGGzrE/G9Lll4Cqz2ct4ZB/TZZ39rE+SZWrdS7GvAUgsg/1KAJUBryhKlWm6zvv6DKLhkAo7wZLnpCshBZD0kY98ZLtcDiqZ7kQLXpe6/VQrP2fR2TczD5tMk315aCLHLLsv6xzTEjxkbq/afu17rd9jjPTU95ICCAZLJpu03cP4CGAohwaDhnnG6v2sMW703b+CJ+sBUZcYf2ssU+6nHPaflqFf8zfmTDt1Qx5f38UqsjbwtIyh2CnjJOsjXef9qkJvKff6gvss9BbNSYNxFo2JxtJ9pzLNFPKte4/peDJXKtYsZ4IrGwT3liHzmMzi3LL481o5KLaQeJ9FMQOozcsY5dhqUy3LtXVen9jXZEsU21zOYhljlLAvA7NbAF02CfCk+053gtm9be9IBo3aT2WOZWxqHSRznTGCab3625msllnW62Mf+9j2vTjOmULWhblzqhGXCQhzza5arjRuxoDTWXZP1qnzqifFMa2yjAlQ+siBbCMtdjXHSMczY16d2Wp2/VyazD5gbsMcV1qgaTEwyzXLIcGQ45mTrrin8Y+ZUVzmLGN5670rFlBfZbxWEi7rkJUCxsfefKdI3QZm8qy6OrsI1ArLjxWXMQ1j2KhE6og0p8BN+l1AZWPRWtWdoGK2wVW/cd4vkbTWcSb8ypefVqkKOTuKzzmmkYyxHvoo5Vk2J1P6zBiwNPY6GgPOwtH6U+E5i7PmB8vpzshQzF8LhGvsaOXC8tDPBScZ2IpoxNg3DSjNvtTnPkg9oMLO1CTcK/MrVRCTxlCNC/G+1ku6FhIkVpBXWTCvPweMb15ag/CmxrTK4Cd4MmdfJQdsG/aRHNdyfOsLXanPJliRFKDfyDKb1yzTduhhMf+T7fenMb61Zo5m3dbxrRoI6hBXIWgtKZYz/voIEe+VIMrjMl669V5WGd9WWhh4FVmFgaoKXWtU5en1KuLM71yDqtXYamdwn8dnXqV0HwrmbGiCKv3F+phtWH1oPRm0bFQJnpC0jpe98LGNwMa/7L3kfWYQtTuySj8b6mN9YEKxvUnju2RKuoSNh/AjLe430powUa3SqtTtI04rdtadAdZ+m+XfY4xJMn4vXQK1/yiWT8ZKnZIAKdnuel7WZ11o1AElV3bPZH/qnswH5XV1AbrdMuxE584yTlp6ed113tLbtjFJARkgwVQCnhzPMidTJkMeM67lLGy2mXMp15c0NQ8f9msoaHBUQmBfrKVXnzfvXcc7DR/HeL8reZBAso/0yHtZrnrMsnFr6ti2NrfdVDZqLILvAwcZp9BCspnvyEYz1Niqwve/MUV1kd4sQ1qpxjukNe7gk4Cqj8mzUVlHPqPbff7WQNRXX8uOm/Lu+u47y/qkpSCqJem2CkzqNdw3dTBIKzInamgoSIunK6/GJWQfQ/pAlWLfNeBTpW6MYcY1eW2yg1uenMpcLfCsp1TGWc48x0khCWIyhjHrO5/P66sHNKbqJweD2s9bbsZZNi9Tx7Cd3KcysL5v+1cmabU91z6n4ZLjXDI0fSxwAjJT4Hi9ZJ10I2aG8kx5cJL9faT291o3rb7o7xqq4v8+42cZeMrjsp5bhmUFsgcNPE2RqQAqz6t0Z+uhE0RpkdrIfNE1RilnE1Skjkhz6hvOVeEFVOabyEUXs5GZcynL6L38ri977HfWUd/vvmPHAqIhtmuW9Uq2iTF9pO+YVfpaHdhz8dAKoDN3i8wRAMaZMYKhvtiMFPth5jKjv5E008BxlTvH0e9Q6lL99i9dimmFZn2kVZ9WtMfm8RkDVdkp61QWS90kS+Y06WSsM11Ia5DRWPOcXER4lr0jq45hfayv4xlt2pg/24ttTUJAt5tT97OvOc5VT0uWOY16ruMMNcmBXJLIJLbs51u290f7Z2/LvqYbrxWvN2TMWAet7zFj07IxMNmuanAmcJoqawVPm6CX82X4wjNhXVXqSbfzQkXO+c21/BZESWe2ZrhY8elnrhaiL0grVctTJa6CtpFlrEiLYdhpXdZrLPuf21dpsLMcOtJ6726zfTrrRTZV11ZapQIZ3Q4GT6P4affOBnV9LftaxiK0xL5eP/YrvhlgHEgM3raMORtPizzBks+bSjXbfM0F4371So1xypgpj0922vvVASYNwVY6gk3o01naUt1CY6SlQ1sMx7J7ZvyqbrkMHs9ZcYhMkLn+/BZMabBk2Ir3SqCQ41oGWHtPQVS6mel3zrxDMkwljalkzJA6xmX/89ghcNUab4aIgvyd2GDoPW+ceZrawHYi6ReVMpSOZJvBbam8TWeQSxuk2y6ZJwNNbQw23soKpTLXqlVRG6eAMGhwD90IDiJ+c5wNXGs9gwGzjqdIvvDaKOv2vnsMsVKtzyx7V/IdDYHx3Fb7muAjg0lz4VwDXO1z9pGcjp+J7cyNpNVcAVS2TxWwH10Luu8y279sk2Dq9Kc/fXc8uZbYxz1zhlsGgyd4ShdZZbFlvMyDU9139v901ctE8/G/A6WDSsa3WIcZfFvf0Sy7I6vU+VRmF1HnO+Y4ZgmaMq6W9u1Yl0yU4xisL9chaSvtHbd3utIFRlV/52w3r6WRAtursJ2+RT8kHvKHP/xht59v2j/n2t/t3zkzry/mN+tvynet+77vCpqyHK0xcCPgqcXGbLJh5XkZf4TkUguZlsDjcoFPK09wJcqViUrKUco8AY0WQEXsLfovlbLWqNa7ypFvt/tMCdh2E5wOSQVbVWYAtTkZev9j3kurD9XBOOnsFPuQ+ZNq283gVfbnjFP7nBYrylX3mqyxi4MKjCoTJZCRXU7LOGeiGYxdBxHTBRgLpdGlcVRZ46ynvvp0Xwa9+j/ZpayHCl6TzUpGwWMqm7WqK2GWabIOXTtmfKtGbbZ3AbPA3klKnuc5yQQJoowTMkTEPuZ/2WBJA6+bDHKd3Zf6ImOfbOtJDPwgyAfOaTFRaRDUUJWdvodap33EQR9Yqr83xjytA0ANsR9VakS+qNxGUd0GrotjLISsUG0gXpuPStXV20XwmYHVhpugLMGOjUpa1Ubi8il+Yz1wbSnWtA5y6nfLlTD0PabuV9lX39HMPu2etDp8n3IYq9THKHiVHVZktnuz7NvPaMtYoHyzFInMjNObuRb/vQbXJCM3/U1WyD6XsYAcr9WrgWN/ZJ/sF/f2+diHxS3A4lou7cICodyT5Rr4dqHsrKNlTF3mckvDqE4cUTf4Pw0wgacMg4A0mSrZvDpgzbJZ2S1jNV1UabTbth2PXByXfkR7oC/Q3vmmXcv+yggnmDcWiv7gotbGI6bBku44vTUJ5uyPmdOQMrDPpYdOf/rTd9fGUKEPf+1rX+u+7Wsyzrkwr/XQV+dD2/t03zLg1MdWVaZ5al/b1YDxKQyUkhWdCrbSgYmqbZxaponUkxL12gagZoxHzrZRaSd7VZG65fJjWQVDqSC9Vyr7fIHpFhhbR57btz8bVqvxLbO8W59ZDl5f2alrIcFC3/UTICRLlHS8+42JSDd2WslmL3aZE4GVQMY+J/gStFnOdHdVQO8907Cxb3nPtMa11tO6rwzTUBsf099qvftdz0kLv8U2zbPtdkf62IlN9y8kwRTbBDJVZ9u/Mg4xs4M7NgnMc7KUwd+Za4yPgekJ1Ktry2OThDjZ/vFLlx3XcWFf4xyRXOZMSfZpLIhaZjT2EQs5oay65vN/Too5ZGKexgAqG5fH6V5LF5kNSMvY2AhzZ+gz9liVN/u5rrN5tIbT/4t4bjJQgrYaAJpKXwbKb66ZDJTBrVoHZk12gKoNbQrzkDKEwPveS/722WbwtHlJZZmxcC3Qiwz1H9upUoHBsv6X+Z3yOI0J2jAAhf7DrDj6lUyUrK/fLv1wpjOdqWvnX/3qVzvrFJZLa7vmTzMOxAFAUCQI8oP1m0YKfUq2174HaMN65hsWzGN0STow5Uy/rF/fRRpxrfqrk0mqcWe92qdV3tnHPFZ9NsuJj4nKcS2/Hd9czD1zMeGtoE3T1/iW4YUF4lj6HkIfo42d+cxn7vqujKszYm1/GVOlCz4DyNPF7H7b9GlPe9ruGPoe16YM9C2YZe4D68W3C2ZnSoQMt9kJ45RjU92W/Sn1SXqr7F9+T1mE+6Au1z2Fiaruh3SZJUpO5C9lnt+5XldWutSl7j4bsceKuhPhZ3laDFQCvKTwZaDsJJkLKusmY69ajafeb1ld1/8tizgbXEXk6SOfreHdlWpR7aarwe+8p4ZFsrkGcefEjeyfHqdryiSc7EujpJUoD1HZ2i8EHsl8aRFXA8Rs6VrFGkfmqKr1msC1NcC13kUf45R1l9etOqMC3XWwIbMMy8Gu2zqGIX2z1BDbiOySISGZ2iDBuOOZ7Z5tCZ7sa7oBk3lJciDZsBwzT7r/2pwr2ANAZboe+6nS6j9976GOUUNjlfXTAk8Z5pMkS046q8+/p8HTVPHlpTWOCEBUuChGXqC5VvI7KcVWnEadOdR6scl2WR7PQRw4cmaEFkJrNh6KXQbK1dz1fTsI1ISDU6TVmPoaWavBUU7KqA/eTjPLwVXqY4+pg3D93ZJlii3ddipNGCSUkUzU2c9+9gNm5NlnbEsqXoNOvZd9z3afTK8zVAVcfrB602p2kPDaWOqyXvyHgSIuBAYKyzitYESjxX7QsnKzLrIu+0BVBUrWYQLGDJjnN8+bMVqznPgAlO2sMpvG3OoJoS3D5NDeabP0IfqcjBTfME3sp33TpvhG6JNc1/5QJ1rZN3O5IvoP4lhqO82lWxb7+6GxvZwDE4VOoK9RXuIOKR/9jW/YZsvRmjSiVKCE1PGrMrY5LuexskzGkFFG6ooyozvcvhHwdLAbmNKnyCsDpeRsBL61UJ19UGccpKLMHC2t61YGpg5UyT4JzCyHMVX1u8XGpeXdkpYrrSL2IX9vZckqeKKBCZxq4Pws65fKPow5ttVmhiy6dfRnr5/MqG0bMdu3RoOWnW5t+5ogzOtpMLQUosfUnGvV/SU4y77lMdzf4FeVtwwUUmOrEvRk3x4CoC3FnwOAOiHLnYydin42VHZHDjbL17rvkLGc41or75MMi7GA6Y6qMYs5Mco+mvGDyfZWvXKSGDM0lEwUnbFWGjbJrtkHWrPx8jmRPuM/YyXTM5Tb3O6EMvq+AfjUly7LXPZtY2vb7TUquVrUvmxnF1AhJv0ztkJqkUoUINjgUsFXcOR3Cwl778yVgfiCBW7OvJEJc/YdZTFDs7MV+FBmM8nmKvJKZY6QnFqajSzjvlqf2uBknijjWc5ylu0YlmVuwll2JjvpYxWA18G/75x6fN9x9VjZIkGIy6vQx2SF8hsrOBW7s3m8roxrTuOu5ZTl5b9pFVyTj2uf7Wxn67Y548fZR7osDjvssO4Yyol1zAwhWChjNFqzgypDkPuQ2tfskwmCBEg51TwtfsETdXPUUUdtHX744V29zbJZaTGzuz3G1fElmSgNANka2rEuMtqMyxkR28Q3rArfMK60JYCCs1jT2G71MQG9+iJn6KXhc8pTnvIE2yQoKCf3os+d8Yxn3O5jlI9+xm/6pjPOM4FuSh1nM3zGfpL9x76Wbrg0RigzrBOfI4444gR1M4UU2KjbbplrQBmj1MdY4C1rULTrPmn/lsKygVRmpgWgsnx9A0paqQnEfPFa1zZWJAP08h6UzfxWidrdX91wNUYpLVq/M9C+Fdfkdpknac3ZEt59yTZcgWsf81Ep8NpHcl89Z8zAUY+ps3QELhk0LmDSdZ7t0DZc8z71DWiCNl10WYbsY+zXHS8AyiBs46TsX7n4akv6FGxOKklDJGcPuj9z9vSBJxS8Ls5ZNiO1Da8bMO3EyMyy5Izsuk0GypCUTMxsYlcN3go+ZITzmuk1yfE3Wah9jfAZjQfbtgt8GwepwWPf4tgMShcctuowmSb7s2ApJ5k4UawuMyN4okwYIwTW83HSS04i2xXwNEXB7gaKrwNMdSdk6nuZqGSgqEinNrs+lTFR9SNIqco8X3RNV2DjMlGmA4U+Y33RuhCw4CkfgxDxULJSsmoVPPWBpTp4VWWdICo7VsY8yRwgee9ZNi8VBE05fiw4EhCMMVKy3SHGSCj2Ndos1zVNAFYm7QlQkEyUCS2TPs926X1s9zKwNXDdJWGMK/QcymNOKpknn0X3HdYxLA9lhqXCUjZ3lEtRZAyUboq0frVg1SWCpQzmtc85mHk9mSj7Hv9hxvgYtzLLZmSv67IsX8YqpcGvkWJsr0yUs/PwGsi62NdynLCvVYM/Gddkon66vw/1GfsJZDROGFsZv4iFgn0iXosZeTLVJvOsRlKOqXXcss95H/7LMLUMFvbT1+lTZz3rWQ8AiFNlYzFPfT7cZdL3IK3tQ9dLIFUHjBqQp3tKhI6oENO3m42sj22yrENuEFmjHBi8tlaEjTqZLwNHBVgt8JTKN8GSCD3BU84+aIGnVP66W7gngG6vK5xDWZa1651eY6qy6GN/kzGthkS1YG3ztilzxBgTpXsrr5nuLUSLN13kKvEMrtWizjKb8sBj7a8aMvaZdLUL0hykfB51gBarLn/TomiAeT2VeIKnnEyS4CmNHxMizqkKNid949SyPtgaV6bIKgN2jmnVdSyg0Ygw9sh4Q5da0dWWedRyDEzwZLu3LyWAWjTc2GmkITm+Zb/Ke6gHZJFzf2t8c1x0PLPPOd4BigSHHpPxTqZUMeFovs+aTmTjMU/rAFVTG1i1fN021CCzcoxnSLCCCCwyeWUODhVAJYhq3Tvddbm/xkmpwKuLQgZK9snYJy3wvEcFPlKWCZpSkdfkagmeqtvOc1wUEqthaiLPWaZJn5tqLPPUNwD0bauTFZYZAH3bW8yUifJkoBBZGxkiLc7Mx2a+tgQ6urBU2rK1Lg9BXzFANQNfkw0WLCUQSuZLAIQirq7IvG4aItXYaBkq9vmqO1rHmstnJ5bxLMslwcAQaOob76YQAjt9j/U6dcC3PaWrmjZFn/CbYwVSpjqwDqp3RfKggqOWh2XRSMDsMbKsuhDpW7BPsE0wYoxpxEI587aCQ6R6VHLNTb0j/pdh0m2ogUN/Ni+dx6j7jNfcCHjaiTU8psH1gY+xZRvTQGsHsMGIem14xkpQ6ZlTpjbS6sarro/ayJR0+7XyeiRatxyprNM3nJbDkLsuF3PtA099MU/pX3YJm5Zvepb1yKqsXgVaU69fqfLKJq1a1mR6Bf7JEuV3TVJn/6zK3Rgm3XiZEw0xoLYuz5QDgwNMAhsVtyCvNSDU2I48v9X3MoNzHpd9N481ua+ulVn2Rl+bApRa29YBglvXss3KuDqepbcC44L9hqvYP5Jx8rqp/+tzt4yjRU+YQMsrgtR+KYNr4ugKnqo723iqBE0JnrL/eA9+A5oyJYFMdy6avDHmaSeyzApO8JFgo2X9tgaJKQ002aIM7FTBJQjKHE4VCCUISgBTwVF+5z37Gp/XEFS5sKkxT0mZVqYpA04TcGVQXIKnPuBUt/mMlMN1kmbZnIw1MMZeq0WFI3VwrgZCywocU9aWZD/JDL+WRTeZ/U3L1xihCkjSHYglq/WY/VUXmmJMlGU2BYfPa3whFjDWcB87VA2V7P/2MeMm0y1uv6qxJlkPbs9JGrPsPWNlmbTGiSFPRas8dUCv59V7tMYf2ZWcpYceT+NdgzzdzZVpre3wJDFOtp5LfVPHFsc118ekLMRiZXxhAq4Wm9vHPNW1OGv/tb+msZQTRqbkUTxoSTJbDSIftNXAWsxRPX+sDLFHrQbgJxOL9bn18qW1ypSWanYOj013g8drLVRLvIKkdHlU8GQjS2u4uuoqgEowaRlzMJrl4ACoqcxSdUkMgacWBV/PG1POluK3f1fXN5LxFbqtVdgq8+o2z1lrnI/ydXkWjk8lalkyN5SxEGmFW0bLohLX2k3GSbDUcikwMGS8U415yv7q86WLJEHWLIcWmKrGc+r7FrhplaGOQ33jW441LfDk+QmS/Mj6tspSQVOCp30xLthm63jmdzJZySx77QyXycW3a8hIgqgKnmqmcPtVq7zZn7Jep/aztYCnqXRXPdcXXtmTCmSUyjz1sTz53QJcfHxx5odxpoxR/DXtvdeoOWC0khNwZBBoZbta27MD5D4tBhdezEaZjFKCoT53XQ1eTdBUQWQCQ59ZJmBT1tosm5GqFFVGxiNUAF+TUFbl3JKqrNPdLUvKx4y+xh7UNmobNJaJdg/bmf1RVsecUeZocS07pBo3+by6+gRX0vymBnCmoGU3Z45lSIUrqLJOK3iq/SsHpOxvrdCAVdnGWaZJZWZ3IhUstUIqUv97Ti3PkPHSRyCoz+1LMq/0OdqlkxAMqNZYkK21zzveJMDXSKjxtSftGc+UCp5y7E1W2ftmH6p9q4+Bbhn8WYahvpT9clfB06qdu4XK60vqa1wtH2sfaErA01JOWoD6SlXOFckmsEi3Wa5/576KeOsLzcZWQUuCp6Qus+EpHCOtL4iq4KmCqwqe8t6p0Gu98lyZdHR2JRy6YvswANuBG/F9S2GrULONtN597YOcYxC422x7OZ04lWdapvalzIZsX8jljTQIUK5ITr7ICRi284yvcHaP/UIDyufLZVFcxkEdkddNwyutYQ2xavEOMQr1PbSOmWV9si6w1NpWdXnNdZZAosVELQNPLTbZdm7foK8ZHG2+Pvt+xuJp7KRHxUlVOfbkGHjSQhjU8cQyVfDUMtS9v+NtJTEc56qr3GsPYYAhsf4OCnjaqaRCzkRXWVHZED3H74ooWyxObXB5rC+zIt0aG9RqFJUlUmnngFMHnXzhFcG3aN38XRmCbFQOgl67Bo5Xpqmvnlqd2cGwRQfPsvektpP8bVtQqbo4b1queU6e23r/td0iKuDWjFCurzVcs/qnJWyby0+2SxkpMyy75hexE8nuJHjhPGfUyTwp1e2dQE6mznKbOsBEfzVo1ftlZubav+r7SuYpDRnLmO6OWfYOgBoCONX4dWwRZFdvQZ8nourpWvZKCiRQE4RkfqckCWqZkxhwm2Oay60kQXDSIAYynKSPbW15N6qXI8tnHeVnWV+aKqsyjifbjRv1IepEfTYiKyxjC+qn1ZgqgKrH12dQqlWQPtQW6u5jvRxwtJb14bYsjARPKvjKTrVQtAOK/7OuKluXwKw2vGVAqfW/r1yz7H2pYEcDxem72T4rwK99rbb/VP5pQWb8UhoQyf7UuDuZKO9n7pqMUfL6BoY7Q8+cNlr2NUbCssh4VbdkMrGVEVYfaAXrOrecGfyerFw1ovqMj1a9IhkDNctmZFPhB9W4VkfLcNqeknlt6ejsO1UPp4FTZ6dlEsnMPZZjK/uzXyG5CH3WkX3NfvSz/TNS2SewrwDOPpXjcdUnLRZKHJB9qi+8JOt6aJzvk3rMRvM8jdk2VhJEDQWdqtwr5VcRq5IKsA4C3qcGueV0/FTsyTz1WYwtJFzv3Xq2RORDx6pc7YSeX89JqyFjVXJR1FyjSFo2G6bH1Ya5zpiAWcaJ7zMZibGSx1ZFKABJl1il3vsmFHh80vtp+NQ+qTGRbcc+piVeZ77lM7gWZRowmd9Jt7n3NVeL05DtA7Zpn92+7YBgjIciCPPamVm/9nVYL37DgrUGvspetwbJfD8OanmNWTYju6nbKqASOFWDvcW0pDHcYqDSRZ1jpYZKTSZpn6p5olpLpFRvTT7DSUrwdR7bZzB4XOq2ZJgRjSOvUWe7ZxyZ9ZQgcwojVcszVlbmgjfR2IZ8uJVSH/J1JnBK32hKbTQ1Vr1CCosAAQAASURBVChZobTMlVSQfS8sj8t9LeSdz9Oqh4ry8znz2pmvIoFcgieVc1oeliEH6vzM4Gn3ZSd1noZC67o1f5ltLJnYnGCQ4MlzTawpQBAM5YKhHA+oyKz4uZyJAMaEfVwjlZmMEta6/TKVrbFL3COVboI8y5fMmHEfioloZaasg2qV10GBfYCndGtn0Dsf75U6KWcF5bv2+ojPO4On3ZOx/S0N1qmSBoru61yWqM4Yy5jX9CS0mBbBh/v13rQWvredpb5PAJP1keCiEg99AKQP/CdjVoFT5qfKFQV0kSuZBDrDa9IQrMDOMg2VZVfA0xSF3SpU/s8plLXicqDXYnQphhaV+f+x9x/Q1mRV1T98H7Lkzt1kSUpQMWEARMGEiqKAoCIoAgaiEfEFs4ARBBTMCqgImBATBjBhApT4gk2mA53obpokL/T5xqx//+43n9lr76o695x779Nda4wz6pw6Vbt27VphrrB3HYmi7VZIPMOcPkPHf3P9BEGVF5kAjbarcGN+ODYjZDmu3u+MGFUeAvdCGzCUg78WwzjIyzz4QtujKULcA0e04cemrKlmSN9R1hlxJZXlEwTgb1c4VdQ0PcpMu/mimTqHCBgpA4g6EZ/xymw553m1w1vZ4XH+p233krmm/gd8aR/ASUBNv1n2wGch6RwiVHk//r46B2y+1pODJ4/S0S90nhu3hfZH1qbInJ83pd0EBPrNOnkAdMB8zoh2EOX876A6AULqek+zOfhpRYjc0U67wnnIwZEiulPZhwxueJCDgACOFv3heoCmtH84au5ouP2dGnlKG3wgNU9jyrzXHg8Yr5F6IZSzv4OuCmk6kMo8rjNEomTvOw/B3+Mj8mLVPN69goqh/ToVyPNPK0KVY0y7FcO4IvdnkmkEUnYAqwp1J6BzALXQ4aApMpcKC4WkSAsF3T5JAxDlM9EqJ6FKP0HwIGkuj3C5vOeMPuqX4LmcuOFF5rxWAtkm/Ybj5SstA4x8HHydG5wyFqVUfYhIRi7vQ98VoaLfas9ruHy8PU3iIMrrKF3mW5HyylAttFmaA5ymtOUOOLYMmYM3mF1GatqLpL3mx2d/uzy00r4eQEjw5OCK+3IHPwF83heytjIQljVSPmZp8yrSvfnkCvrr9oxrorN4Jx5yQop9zIZuEkBt7cXAU9vkQaKMMPagUvKdqbSrrX/P8GQVFRLxcL2AzrciMWCmCvHMYUjvbyLgBEgZicqPUzI6W44l9ZCGieM8OteKfHk//XuVFl2iTwdHPvZTPN/qObkC9JolAASRJup34J90XFy+3BvO9K/3lS0hd7xO5B55yqiuOylysMTzTMogtcb9eF0SeoCt99nH1MfBjRLyLoOlj5YqIFrnaUiO80gbsugp/TRYKWOux6Y+54UOJ2XklYilv8Aa3vFXCVWRJ0/leYQ49TsEz+IQIGNVzRO85rbNAwOp/90ZgpJ/M8WYdgfyuklv2++H/egIonheIsB4tWwb7ThtQq72XDC+SSYDfDCgvODTIzoVIEhP2D3ijAbl4HKce7QoZffA+TgISUPi62I4w3gfKrCXIDCjBT5O7sVyfyLPGVfRLr9mhmlbytz7jEFagNPhp7HIsPiE1zOQPoCfADbuyDgIqVIJKZ95Xf5PWUO2UMbqF9Ohk19dnn3GkraensOzz8X1sv+usP0+vWiXa/FOrOOOO264hhbQJALlaT2R14LlMglVtNuNVeXtL3R4UuVz2/OXbbP1YIAim+mI5NZlzcG9g/zKBsL/zLJjQVra8XfLpe1BzhKgZdr+qrG0QtYJZ71kgpoqGu12h98u38hZ1ihnJG6qnXK5nPv8D1xS3dB7BMoNttfbpNJx5ZPAxMFTPjjO9enFDkic6b2v/oC4Fl4woC9f31BFfHJfRp7yuuxDOBI8+Yw6p+xrRhIqQDUlwrSAqMOvyF1pV+1l/YPzvPNTAn839MnnCfyT93AyXOnRP2qJMl0I8VsAC+CVEbJ0QLx20SNSHA/5d6/pYI0cDAIOksjfyk4bPt5uPCqDkaUERCkWJ2X/aFOAqeewuNPCdw8SVJmV/KSsVY48+30yBukt+JGIVKbI3faIPPLEf76MyFUCuEyxJb1oEHbM9Y2PIXjAx8/vtwJOU+xXFUE7ZsAT5EooC8cSECQAagEqR81+Dlv3gsVMYgZdmy1phKz/yPbyQWbI1PvgwlFFgVzxp6LlXFZe5ZoezswUn0fpKgDaAp1TANRChx9EVekzJ68/EvFizjy+iiiJUum7h5q8BgBRBEcygqwhkwAon35M9JeIUvIr8qBXp6jNE0444ajFdf08lz9PMWrrdVLqA/VM8uBPPfXU4TuRcNIfLMjpnre2eMmkaVyZo+fSOLAfRzHHcqHtkfP5pqNPopyM5LM2c5tAI+1Da59HYvSdxTF5FZKcDCZEkP7DcYEIVGTqDDnJt1Rc/zKnIhemTfvm91KNjx9bFcJXz8Vlaq92ivPnytqB1jyNXSvXrnBC6fC9AgitfQliUFxe2NrqV/7n4MZn6qXX4Uw/BlI8YuCzJCqh8vvnu+9zJZwC4caoEkj/LLUX+0fbUOCiKc+xx/u9386jyG3yos+qxTFxTzJl3AGFXyf74MCG6FW+voGPy6r3kfdHIm8+oxcd4bLo95UyiYwRjeZYl7mMrLmxqGR5oWND/qacm3Li+l7UslfVb7bwKzKDU01a3l+90gKLnAu4c77z1Du8K/J9FWjiGFFGWp2qe+5R6hbfty5tNW3nQGGbNDUH2fKGq4FNoOFKkTVqCKV6eL8CNmw53q8PI3sfPPTq+etMMeTYOqDzmW7pfThTpiKH6asUYgWSctwWOhjatIwln6xzvm/dwfFZRRzj1/E6BfG+Xk5K+o7oU5VGrrxgb4/70XUvueSSIWpGxNffjeUeJXVRDo601fnvf//7d42H9IH6SbTM30RPVCqdJtIarETeGsNM2UHe1iJ/+0vbtGstsNKyX3PsmUd8tCU6hFwwK9Xr8tL59klGOo6JEC5nODs5g/RqtnJ69WaQio+rsR4DTmMOxSbkZS4PHJq0HdTqfAux5rluJBLpJnL3fR7Or2YWVYAjw6ic57Mlco2XFmDJOohK4HIfOXNndL+vSkm3PJkxpp36nBbaP+dhLiVfze1TJVOtY6r9LmNZeO6F3D054T6QORQ5s24o7kah0ybn0U7O9OG6rhMAXYCtnO5dgThPoWdBbfUcUj69rzl+C22e9isQsO65lT2D99jndiCjV14jy5IHviCnR6K05XjvO+AJGWOyxrUueyNA2rip0aOx+55Km4o8zT1/38BTS3HvVaGP7XOkXoEe1tWQp6kPb5/mBYpZ61SF3n2WgYMnZvr4DL7M66aSdIWeY8T/rDfjkaeqaNXTB1XYt4qsjY33ApoOP4BKmaoiHGNOSoL6qX1qKXzxGrKlOgyBHF5Wyoyg5EVPD9CnrK1gEU3VOqnt448/ftdQ+Dig1AE/1DUhnxTYqhhds+gwFDpfESlSINRfiVKGKPxluQfe1ZdGpTXuqQt8u4Cn7dF+6bSUycrJmBpxybSYRyzdrgnoiLclc/quaCq1T77CvoMyorIO5AFPXk917csirER3q4kj1b1U4+Jp8WpMKtnZpEz42B0q8LQJ4LQXBk/QkCk0ELl7wOkNZ5SJNnzL7IPc5hoUlYHp3auDKhgbT9jz3AAmN3wubL71/yvjmsLqXvcCorZL645t9dxd+UxNg29KKTl/Ed7HMQH0eJQoAVs1sSKncasd94YBKZ46b9UUsZ/2AEj+v68d5TIg8llSLttT5KMXfVro2Kex5z/mvPhxPdCQzjC8THTJ5Y2Pv08vbaNnK3KShb8n76r2uyoOnwp0GAdsWRXV9fvke2ZYjpm03WE3nDnIMAKIHPQsJtLMHzEBWyFz3sruazsl+HLA5au/Apqc+bxPVRE8it0Zyb0A3zpQcqTs+/J+c1vNGmyNH1v6gMfuefKFNk9TZKyngPeaLtiUjHvESbPWJHc3utGNhi0KnJly8KTXZ4hY9VvHECFCPlkugJltWjuHWkFRFfV1efB32enaFI0T3RVpXSfOZb976ESYPSLGNYleTR3zjE7M8YQXWo/S0TislEDJ+Y30maK54ucTTzxxV9YkO6eccsquHBGVcvCUkxi8fCWXR6jsmsj35UeU5SQ4JNgXggLpiHjbnk1x+ajsWQXgqsAENhW53tpsu00y2ByveCrlQ0ul5kDH87YAoax36s0syAJwZzZ/sAmKYJpUmDkGCZ5oj3YQoEzbieh3FbHqpexSAHwfXngVXl3ocAGoOW1sQ7mnxyqAIWWuj777Mh5ZD+h6QftcTkk3sNW+lCHkReSvefJ+ptL0DxElFLkAlTsp/uoX0nREfT1NyPsD3ZvP6Jr3yZ8XMuoRuYW2R4cROFVgxEGTBwOwYTgqAkn6TtrOo72eVXE5BSBlGYqDp+RhkduxsUyKR3AdPGXUC+rN3E1dk2CtBaTyGg7k5gQFDnyF8W1EmrIOyaNC1DKx4iprzgix+yJiVZ2QyFF//p9o2kGTM5jnk/06ACUiO756sT5uaLJGJMOcichB6o7YKyarhNVn7Mkg+HvRFjp8lEotqQLNe402VTV/Utr6rsiSFPqNb3zjYR91SeIlaohcngAxrvjdU2aF9PQU9R/GwddaQln6+690vmqbFKlSuzpO7anmSfyt67qRUJusZg4ooq1cqBN5x+jk2LqRqHQMK0NTy0UaZqHtUD6b3Ldf1IvceAAAfqDuSN+JOJ100km7a5PpP0Wc9Fs1T2nf3KFI8ERQwIGVH78q3m2Xjrvfi8iXAfEJGC77WayetjMBUWXf0rb5GNJ23g86Z2vgaT+oUupjx1VMBgPkCxUBT+R+PeqUA8/1vQ85wy1Dj94fjxT5tjUtGabC+8WwOOiijzxkV85VmLOKBnjfKnTuwMtTHBonVnde0nYHQ+nZtaK2+6X8HWC7rLmDoi3RJ5+dk3wvIlrqs4BwKPjfedqVb5X68nS3f3BMaBfwBICSnGnLsV6ADiBzWUsjgby6U9UCT+5MAfK4Lq+EWejgaJuRv0r/VjobGUN2fOabZErlJtonEMUyG0SbiNL2XiY89qkKuT9uEVj4Pe/Do7EeEPCggPfJAU7a2ArkZjCAoEmOY4Il7BrkAYsDB08tpb7XNnvM5dOgYS5qJHJmgM+E81XAXdlmhEaU4MzXtch6ipxhw3dH8g6i8KblEes7Cj3BkzMZlEyWY+/AKL0a71sFRAGXElQxGe/0Wmh75FGPBMS9Y5Ocx1ph8HX7J/5gphqz6NwbVsQJvnGAQC2QeJw6Om11nIMqRYXEa5lW4F5dFn3Ffdc9pN6yjpCP1nfSNdQHFtgUEZkiVe3X9gixp9ZdbzD2mcrjeeQ4+iKErIUl4KTalW0a74UOjjI6Uxl7t2nU/JEpkQ2jVpe6Qf0mEoUsYo/EdzgIGQ1ygOYToOinA6EK2ByxdzkS3fKSER0nZ0Qypq0+rXXcHJCxxQ667GUqXOTv7ANM+aQwd/Tk1HEca8VtpeZpHeop9akAa0pkJEOORJRYgqACTwl4EmEnePJ0WK75giKnngimySUJEozBdBCRJjEW4Akvl/v3tiBn5FwlvVLUPcDknyx8xfhkQe9Cm6UpxrIFqFqgeR1npgfWHFizxIdHmrQVmCLaKyKS4/yLgoSvKMp2GXMw4uADHuUcol4pH1V0lo/kSyAJxc59eYrBlyYQIWsUl3sBuXvgvsYUaTxm9eVYel0Jr81gHZ6F9o96TsUmAgLZbgWaEshg+Kkb1FbgSDJH2QngSaCbyJSn5tyuVZFZrokMsiimy1Ly/ypmiyKPmZ3hGgAn2TYcJxacTRvsOqHaInNcl74Q/aZNn9jli3jyHXnH9u4reMrOTzmewfZt61h/aERdXNHgqeUiYKTlmF1ApCkLMFGMvN6hSns5eSqLDzOFEpD5Mgf+mzYdhOi68rTFXFpXRjN8QOgtMFSBJiJCeXwVefLn1xJiDJI+vPdsqXc6NiifsSgjlhVftfjdo5A+DZoUAQocmaNuCDAkkCKef9/73je0JR5nTSRdQ56fiIir1/f5m9q9vgpvF4XqEyeIjOk7ni6ghDC9ZO6CCy7YdVS4t0rm0hjg/foxPuYebfOx9GfCJyNPapv3/y108HKzCQCV7Xp0xCM3yBiTJHBOBJwkY8gaESeO9eJuwL9HU0UABE9f43h48IE20yZk9PoqphvyBcEQDgiRZMm9vgOmPBDRAknpoPjscif6QL/dTvvaV/ro+oBTta3axQOPPLUYLPcnWGmd46gWZvNi8Fw51cGTz87J0PtYpKYiFHrOoqmmTtL/TN9llAvG8aiTPnzPdJx/8j4SPPk45ni2Pgg1wogxAyQuCn27NEU5jynxSum3rtGTO5/V4wrd148RWAJESebwfjH+4mNPlVFgTcE4xgNAQ80f1/QUcU7k8CJtkddO+XE++84BnXjbo7wuRxwLuZz6zByXnbmOikfx0vtH9hc6eHI+mAKgelHb1LNZCoLNIh1OVJdULgXg1Dj5BCLI65EcnPhq+Q6eMgAh2c3+ehTrSDHzr7p/lyVdmwlHlKYAWBIkjYGnnCgCecBClGs3aswYA1+2wVODBwaeNhnadERezeah+NSXm3cPlf+87gOki0L33KuDEn/4IhjdESwATZTFeIQhGQ+vfXCFTh/ELIo4iakuuuii3Xd1iblgPs/5eloh888JUP17S9H3BFoMpw8eSgrqQocTQGWIvmo/eRIZ83XO+A3P+zIBHo2iPxSEwrt4mRdeeOHuqt4ieBevmVmcyFEWmDLzToTyJGJMmywfQLqet8oDjNQHbS+++OJB1hR1IgJGWwAYlCxKNRW6A7WUK8ZUBMBjvPN4ZM0dFhlK6QVF6agHW+jYJs+geMSGulvqmVgDjdmmvuSA1zJ5cTR2DIdEsqSt1xVmdNYJHU9qkPXTfOkd5+Mj8YokX++Q+8RWSc7UH8ma+Fn2TR/tk25IWfOobm79A7nMZXQ3J4+R8tRHbVAXvQ5uudphAE7Vea5YvIDNZ875Cwn9fXIMGFEiBpeH4oAF5vJVhKt+wfC6DsxH26TrPJLkoKsVqYEJKOIDLPGB6TAeXgviW4845bVaIKkHqtyj0DhqrNQ/wKK2C3g6dmgMQGUInjoln4Xqry0CWPlyGUR0RfAkC6rKEdB3gZRMdRE1UlvUHnFd76c+1DOxD/73ukTAE4oTo+CAjtS4rsc1kUFklxekoiPcG/aFNEUeWa7kIqPVGRVz8IS+U59kxNRfogALHbtUgQ436r5GE2lwRUaocfIttg8eAhSJP3FUJHP81pZggdf1OP8B0nwdQPWFYzPdfJWI/vrH7S3X1PXVF/VLjovAk2SPfuLcJHjK4EArTQ55WYzIU//YLuQYx8prvubQoVyqwKM87gWD0L3wy8ONmZfNNBYRpwqZO3iqcqmAMdIW1P2AXv0YV44c44rVi+LwzNUPMZQMjNC5K3cvZmsxlddO+Vj69yrilP8lgMKQatyofcIALHR4UwYe9UyqPDdkivXOmKVD5JaIEzzghdXwo6fjpAzFz8weFd+Kt9MLBhQRefIIE9eSEVFtB+cSlfICcuRBRORJn0xdoMhR3JIzRaNQ7ESgPM3osl6l+qv0HFv/3gJP7tXjsKgv6r/658B0oe1Qy6Hk+ybadlCPLWFmpc+gY2kP5AAZBLjrI1nxlJj4V3wqmcNRcdnLWiLvi757ZAsZwMZ6nz2Yca3L+k+U1+uNcJ70EVjS59xzz90555xzBvumD+us9exbRpoq+5aRpxxzZEr3gu7RB0Cq7zrGnbMptDGp7Cn1TIG1jk107tM0SRN4eDCjTc7wGQWCyVDQTLfPnGsLPOGRo1CJQmkf3i65YEfr1X3yP0xNbRPFdPowhRrmcm/X+9mr1+op8+qYFnjimrz6AuO50P5RKvOpAGpq28gVqQNXiB6JyvfQiTy0Domfzz///N2IKrLmWyI6hPoBLcwkImrEDDVk2KO5zvuuX/DmRS4ztOEyJ76W0RGI8joMj27R7pRnwxYZoV8Onnpr0VBnKIOjvjBRY6HNUyvj4b8r8v0th7U6h2fs0RD43NN0vi6aAxJPGZNBIdKk7+Jhjzxh57Lcw4vV1b7X12JP+e0zWP2ca4Qd9mVGPHqLXRM/q3/6CDypfRwqd3Ay0tSya/6dbdYcO+Bz4Kj9GiNdmyBMRq32BTxViroHkKbWc7hCceTLDaLUADOiRKs+M8YjTShwQAkGoFWIxuwfLySFWcToIqYYt4rn6K8YVcS6TtRfiKlgMG1R5PR9LNJUXbPHaC1w5WNP3psZQMsCmYeD0iFp/T92vgjlgoPi03g5DmDkaayMoPq6Rxh/vF+vL/TjKl6mfTxsIl/aByiSd66++cxPHUdag9oPwBZrOZEuoP7ive997wDymAnkCjzHy71a399ySDydiF5AnlxHuLy5EvfUzkLboblORk/eev+NRfpxuol06jcOBuQ2zVPKzGTTluhprqGWYCSjYMgldk3/S8Z0rJdp4GhdzUAT/OxlKGqLiO5ZZ521c9555+2cccYZQ+RJ0VR9AGxV7W4rIJDjOWbLvH4ynRf1jfujnhenZt+WKhj7byzi1DovkXrmJVF0UIKLDL3DjCjyVPhVOoMt4Im2HXlTaMrUTiJQmZd1paytDIPO1UPUB6Zy5qKf60aapvzfA08iX+2cSNRCh5emeE+pzHNNmcpRcR7Murss+vRUgofmW2lEl2POl2wQTldqg9oMT3vlYnkAPzxyZJFaEHm6TMoQeJJSl0Kn5inrNhif6tMb6+q4lC8/3w2Zp/QW8HQw1NKd66TJ/biKH1IOkBMcA5c1n7WmLc51ZlQ8QpWApApO0DbyJh1AGp7Zn+loXf0yEOWOtojZ2dQ3ScbOPvvsIW2n70R7SQ+mbZti38YAVDow7hQRDND96T8ibF7jdWCz7URTai1alAoaJgKNZ3jNAZOn6ZLpvNgzpz5WIcJkbBha+0HN5FFhMhegrG3wYlR9J9RKrRO5YX2vVhjvoXH2pyBXQj/2f+t5TH1+Cx0s9fikeo7IA4qEAu4W7/osuEyH+TanGacz4eksV3beL5GUnLxYHaPaJ+qW4GEpQ6Yd+6K31DjSBmkNOSZS5Io+kd4Q+aJ5PlZZ05QpwvyPLftdH/hxKat+rqdY5ij0hTZHFUCeE6maYtf0m7ok7dN3r+UTeRCA44go4Vzzu1fekfdGEAAe1weHHeeDgABRUV9g8upR40QfJVOSN8kY0V19l+zJtpGK9ozKFPs2Fzxxj6T5c/yriVhT7CF0KF0aD08S9XFGqo5LhslPNTttKtL1awHkAE9MgxYTkSKowBN9Vx9gHJYjADxpK8VOATkPde7YzQFQU57DVOZeaP+ppcyn7HPwAl+Tzs5UONEglKoXoaKQvCi1RzmpA3CQU/qRUxkUfZfiJvoJKBKx7hQRM8bEnSVm1UmZS4lLmStdhwfvCwwiw+ifTMNntNv/9zGuHLFeNJ57dk8ZnbHQ/lGCpb1S8gTP0yOjLBhJhIdAgYMSd1h82Qy3Z5n+yuv7fcF77hyw7pnLeQ88XSV0hD4s8qyIriJNAk/6TmCAQvIeuNsUeHIb6DKV4GlOPw7VUgVJrjjxLF2hM0gZZaoKznpbrtXrR95bPvCskfBwqKe+YC4dS7oOhK4t6QSmTfsD9T5MpRZjtdqqQp4LHQz1onyVjFVRj8qI95QpSpj0Vr62yFO3rnD8ei1+dWdi7L5bWwdc1Hqw3g0rMKMnRLxeQoqcWiedQ8Eqq/njmXp9ks/caz0bv78qBVPdF9dhnEjVpT7yqNUii4eP1rVz7qyI3PkQH+CEQ1mCUgUIsm6wlQLr9Snl1/nPJ21RWO21QSuLRhMMkGMioCTQpOiuR5zIprRqnHyMN0Ue2U3b3QoQHJrZdnPJPVkP52fNkz+ACsVuMmKSbeb1XKFmgTv/g8x59YoUupQ4zAWDOXPthaYAqEU5H26aCqB6546BJ/12pUbqytN1rrwzGtqaIJHk9QcoaO9P1gpWbZLukKPha9+oJkoksOT1CzgmkjHJljxhlgKhGN3rjLjHynOtCGfJt1WfExBxr64ffCzSe17o2CeebRYvkzJ3AM/xlePfMvhTnKSqTxWAEqEH/F2xvhDmEVuSQPeAU/Ke97xnkLF3v/vdA3hiIVqivK0a3uzXOnyfOqUax94YzqHJ4Kmn0LZB3KyuQTpsSq1TNWibvA+UGYxVzQZ0xnJgB/KGkViOgKXqCZOu+zDn3EPvd0VVRGGhw0kOll2RJhBIoIIXmctupMOQNJdXq+hKpfDpp79dgCVCtJwB68ywzAGOC14wIIuaKeoKWXKjWpMtQZAr45YzkuDP+99KmTuA7CnyBTwdDFVjvpcAQXWe268EygmKPLLk//ccotZ1W/dGMThgiSUUSIkTdeL8j10WOSMYQA0hDgqy5tkUj5y1+pf3sFf+31Q7e4o8bcKoz2FAZ5ieot0LepzTb1Gux5IvHnQlj3CQ6mAGHQuEidm0ZVkCf7fWYaLD1p+F+uRKOEFQFYUksiSiXskjJHP5o6ekXFbTYOS1ADGshUNNk1J0p5xyylF1F8wMYrkQ1TMxq07bM888c3eGnY51Q5AAibqT6t4rMNMyVAnC/Dr+PHK/16As4OngqIoi+m8Hv1MoHRkH2y2QPWXbOm8KZXpOoIm1phTN1Yd3V1ZrTn30ox8d7JhAkiJNkrF3vOMdwxYZJGjgacqDsimblKWtrfM0dlwyXxVuc6oYZk54ske981P5+dornv/10D9KUAyj76TiQOik55h1ALhKxuoJVtXHuTT3vJ4yWWjzVEUgEtB45KJ1fspcdUxLhsee85jsVPI65VzOR94yZeAATETBO04IK/TjoDAJIz3eFvDbhHJPOa5kuwJR1TgstD/Uisq0jp3LP3MAVw8sbcr2eRbF39nKGwV82RLsGlGkD14mUx5xUiCAgnEvOp9bi0XfNk2bGretr/M05dwpzNQL6e8HwWB4tjCYv0bCFXtO26Zoldk9bMVozLLwd35tor/rkhukhQ6WWhGa1nE9ZZuyVimwChxXRd5zFJDLdnraeX+5X8RrIJSm47UVFIP7/fiCs/qu2T0CTfKCpchZV8aXEwFItcbXI969+5saHfJrUnDrs5mq6MZCB0tTn8E6ESj/3os8Tf09tZ/+8bomXg1z3HHHDUuCSOZUTwiA0vWYNPLRj350AEuSrdNPP32wcZI1QBSlKDkr9yCjTpsETge2VMEcRhujvbRTRb5a1ErVEYXK2UDaAoqYwQRSZ82ZjDi1+rff1LvuotD3l6ZEdjYhTz2PO73pjCDP6f9YZNkVu+SL9+mxxUlxWWPxWyJOOCZeS+jruFT1k96POdGH1nHZTgsYLc7KwdLcaGsr2rQOcJpy/iYAU0Xwv79ZgIAAEzFS1qqI0wfsXawCTlnj1Io4HVQgxGmvQO5QrvO0XzSWFnOPkEI6ZvfwEbOBzP19Q56m4z0+2up3voC0Cuc7HTYFe5j6ckWmuYLdS71tCmRtUjFVKQ59xyGRF6yaC3nC+ui3Pih01oAi4iSnRCsZa59eCSGZY3VzIrtes0gKtFW8Ora0wpR7q/aNOWyHwbBcmeigIiF+/SmyuQkHyaNN2uKY3OAGN9g5/vjjd0466aShnlCRJyK9In8fpJYi+MAHPrDzzne+c7Blb3/723dnjesYVjufMqtuUzRVTjbZl0MDnqbWPm0zD+rX8LRF1jn5zINqEUxCm6zbxNZn1I0tzJX36WMz5hmNHTN2bm9sescutBlaNxzfq7/IaFFlvDcF1qrjqmu0AIZ7w0SccqYPsoNSZ5001k4jujullrA3TlPvaypVYz9mPBdZOxw05oTsxTnZNoBzewaAIiDAS4h5ITHyxv0QRcKW+aLOH7gsJV6tUTgHOE21b1Pucb/oagfFeBUj7tUz3qRn7akDMRn1TcoD+wwEZvfwLi5P04HEFXEiEsVxHnGaUzcx1mff5vfesS1DstD+01jaaIzPp8jBtqNQ3r6ntJ2Sx3BUmO1DxEleMLUXFK6ySjHKW7PppMC1MJ9kjuUIxgBJjsPUMZmj6KuUXSsdk/8tMri/5M/1ijL2bl884iTbpYiTbJoiTieffPLOiSeeuLsMiPgQp5/MCRGnD3zgA4PMyUnRfmp3vWxlToRnblp8U8fthbaywnirRmIKgPK25l5zE6mJROhVnVMuFAbK9pc2Er7kPUHUN+3ndM0pacne/wcdzr6y0lylk8Z2qne8H4Z6DDh4X5C1XGfG37OHrJH25qXa/s4s9357vN0CqZtwHKr75tOK+rWexxXFiB8r1Hp2VwQwmDPrJF84K9Q5kdKmDEVyJtmiron1mz4U6xNOiTjNHcc5AYHq3G0+u628GHi/je6mBscZjIiTPF4xmdA4a18o6gSAYvFL3h4voMR6TtoScfL3EvWKA7ctpJVimHPusaxIrqw05qRsS16TX1rXIuJEoaqiTZIzRZz0AUBJdlzGJHcqWtVWs+ukxKXQAU1Vmk+frHGqog17Vfpj49KT9RyzRd72n1q6bmoA4CDs4FjESVtkSXIle3baaacN0SbVO+mjfZIbFppluQ/ZMNUTSv5UT/i/l8kgr0oieOCAaRM1WtV27jGtcdkr7WmF8exMr+ZiKq1zTquNMapqGzziBEKnxilrnVDEeMEeceLN7/nW5nXrWTZBLQZr/e6h/UWhHwzlsxmTS47JiJOfW0VB5vZnL4Ss8QqI3uw6vGAiTazW7/UW6r8vgFlFu3oRnjHDt849tyJPvbYWZ2X7NKdmbwpwasncJmgvttEju7meE7VOuSQBzgjrNjGbTvs+elnaHNuWkab9DBCMASiXo01ee/YK4/vhDR8EMbCsEM4sOnnARJy0RaGjyKmvkCJXOJPiVTGf9gGuWimUg6Ke15vb/L4o84OhlnE/qGjv1Gv26o6IOEmu5AErqqs6DN5Xp4ivv95IdYSSM2bTSbET1a1KBnxF5Eq5txRv6/4qh2JMHnrRi945i7xtnypZyv+r/YedqhonAScyKJpRJznT9oQTTtgFT7xuRTZNBeGSL8maAJPWJyTi9PHL0nkau5wxvmnHY047U6NV+fFV/Q9VzVMeM8cbHgufz6nZmFJE67PrPNrkq4nTb15SSkEd+V8xWKbpUllOfUitc6Z6r2NtVwwz1Ste6OCpkrkx+ZsiB2P7p3qQPaWaC88y6wcHBZmjXhBPWB8peKK9LUBU9X1TTswUJV3tH4s8tbzmhfaP9qJP15WtTWZnKoeX6C71hBlxIlJL3S5RXSJOzGDlJcCXNmqbWvWMc+5r7ji09ldOf9rTaqy2Dp56hnddpb1t6vUtZyFQf8GsOphMxwKYeO2DEDrrN3kOmPeFzSn+rba9Y6e2MddL7jHeoswX6slzKvcK3OjDauHygFnZWNEmfxGpZFIyplWLFXXSbDreB0kq3NvkGl5gPuV9c9U9rKuzxoBRD0C1FP1C+0ut8fdnd5gyJ1BGU8ik4JSorknypiivtpI37dc9YMOIOEnmWDGcyRkecbrUXmy8X/W7Ux39nq1KGVu3nxuLPFVMVHmqc4HVVGM/hVrRLpEvnketU+tlv6TimElHzUWVAx7r75SHPhe5T9m2gG+rD73+LXRwdRh7KQAf82DzuOxjD3hkm1U/fdYPn2omK0sS4AUja73+VeBnHYdirnHcq6y1vOOFDp7WAU57kbGksSxM/ldlUojuUlNIxIlMiWyZyxolKbJ3vYjTOvczFgCYel5L1noBAN8/tb+HdpHM/aCK6au3Suc0aYroAEwoc14+SsRJ+33F4ur6vd8HSVOA1gKc9o/GQvIHXfPUoiq6kn1D1hTdlYwxg5VIE86JFLmUuqJNemM7ESe15xM7XJFzTdLrvrJ49q9H2/KcKxpT8gttn6q005zncRhk0PuKs4/zz9swVPOkj2ycjmGSBVkURXe1gjjfybB4GUprRf5t0NTI0pT/E1C2fu/rbLttMlJLifm+MS/A0X91XCJ0/zCoXuNEtIl1nDLiVPWxte+gleRchlkA1OEiBymiuXKXNQrpme3Vs6zOz1onUnS8LBcQRB2hnBSW/5CsIa9sq9RBL9rTGoOD5OkpumKh7dJc3e37W1GhTQKMuXo6a53842s5CRRRR6hAAKv18+ojB02tVPwY9WRxLAK1DkBqnVdFnvL8jYOnbLSnVDeZC95L+G+sbz54XiDur4PQcRTR8VJEUDpFqx7O7PXrMCjDdQRwiTxdcSmjsNX/e2lb5AAHhS7ZIoUAeCK6K9J3rS+jegte8qvzWbaAtnU8bfp+6g0z4pTphjGFuZ/RhCXydHA0N8LUsm8HFYFyWWsthskbMfQfL9Om5EQyJgdFW97BquCAL7OzqcWdj2xAp8yx+Wwz+nSgabscyE0wzl4Q+xxvOAfV652YVYfSJ+LEGjOsrEpaoXoNxBhaPkiaoiCmegMLHQztx/i3PHGX8wReU/rlkSdqnEi/IUtMmZYiZ5aPKz0RCh3nR+Tt8BsAVc0E6vV5k0ZwnTTgAqS2T3MiJ87jVbS3B6ymBh9ax/fOaUVg8p2snklBzogwKeLEek68TNtX6m/VOB1Zg6db564DiHptT4lY7UW+ZoGnVshrCmiqoj77OWvBGT0jTxVwEjFjTlsAEwV0+dLROX04CFqHUVtMtijz7VKON2CiVWsw5gWnsnfq7W8dV10rHRK/PkAG8sVnPW2HXKHEVXMhpa7zKyXnYCpfxZKRqDyv+r4pSrnJ/6pxTI/Y67cWedse9eyOPxOf1VnZq4OKRFWASVucBuwa/CT54n70W5EmCsRJ17HUjkecpsj9JqnSJescV9mwsc/W03bV/z1UOgU4eRtzkfrUvqchqQCUr+Xk616IsVjvgpXDp3iw/t+27mvq8QmCWgwzhRkX2g7Bj1AWRE85n/N6srWu0zJ2Tk8Juaz5+mm8EkKKW6CJ167IYRH5eEwFIg5Csu/bdgZ6wCn14lg71b0vtBmaGgHq2ZCqnTEZW4fnxgAE3z115/zGRAztp5aJ99URgfKgwJTi8CMzo0WtPlf/7QVAjcn3voKnVqddSW0SGGyKcgBbSjYFwWchsMYF6QN/CeKca8/t85xj1mG4KYDYj12A0/6RG31/rQL1Cs57bmCJUo3J3pyCzyk8VclSlc72+6F4FTkTaKI4HAdlrnIbO27O/fb2t4xqXptnk4XtlQPnn3VnAC20HmUNnI+97/OIYM9xnpLK2wv1gHk6FQ6aBJSocwI88b5If8XRNmucjuwBOI2Bnt7/Y892rpytPduu6uxe87x+zlSkvg7QaPWfeyDiJKK2qRdxmtK/qQ9mzEBN+T2V4eb0Z937WWg+ZaSJSE2+UxGqnmemyrJ9364LFPL4lKOqD/ovwRMyJcWuGielD6TIq3b92pXD1uLtdVLrY3qjOr6SOaLZrjt4rr2I2lxZXWg+VZHJCrTmc60iTy2+q47fBFW8lzzo9szT20x0IlVHJCpn1k3NrIzRFFlq7Z8DjKaCKmTPnZRWPzcWeRpToE5T6zDm5JB715t6TF4TY8TqqfRdn1yOYA5TbVJY5gKnMWrVU7QUdmW8FtoOOX+lgq5Sb+zLGZ9zlXZL3loGoKqL8r4lMPAViUnRCUTJOZHyZlE+1ktzQ1ZRa38LVM3xoHvKvne9/M59+3/87yUC2ccl6rS/1AKrlQHmeysd3NqKNhF9GtPZbtMATSx0CV8BlvLl9ZuINK0LnFpgle06NqgCTWNAa6svBu6h3LEbGWOwqQBqE8DJ70uMo4H1hS55GSngCVQ+pR+HGTj1rtECTq1rL7R5ai20Wik2+BlFCR97wfS6ytDP68lpdawo67b8/ljNmFSCF4pz79zD3D7v5Z5b1OP7Cjg5ZRrV32bAcij+bGlnnVTCQvOpZdemGnbamGLX9gKi5uh91wnwlq+jBljKMpSxUpS99rkFjJymAqcWAEqnrfo/0+LryNme3203xcOdwlgtUDNFaU3pa9UX30eKIWfRkQNuGa5eP8ZAz5SoQA+4jAl3r2/ZToshp/Zloc0RfJaRCY/c5PNBOea+dVN1/jv5tHWNlsFJw8FaTprp4+lwvGRmB7UU5pT+92StJXfrOmRj//n984yqZ5rHs3/TQHCh/z9hTPVccDzSwJIqd6OcsztFPXuWNmev+rMF5lI2fZag85IvCdKrbVpXTpKmAKTe/9UbAlrAycfBn6HPQMznu9UVxv2mWg+uNfgt8NLaZtubpIrhRQ6SfConC2Bm/cZU4DSmbHsMuw44bLVTPbfWvr30ZaHNUc78hAcrgOvKHY9zDnBKakWNKodpTO693yK83fPPP3+4Dt4xC15WnmO1ra7Z+n9TsjZGPQDF8+Q3zzQBUvXKmYW2Q/ApzyaNqxtlB/T+GyDFs+rZs22l7aqtSLKVfRWxHQsMjF17k/2ds+2BJ5Fvq6WI8pO1T/u+zlN14SpsOTXy1OrDJkKeVRjV13VK5dVigKrt3N9TqGPIvnfd3jXG9ue+6tn28sMLbZd8jBF+51UoFd8cANGTpSmgP+WarZ+b6So/FrDkMlZFz6p7miNzle4ZO6e6zhwjkCAzx66KRkFMDFhHoS80j3zFen20ErfAPe84xQmRXSA6RbTGJ29k2rXaOu0FRI3ZogQRld5IXvWZhGN9nMuPRybI21TANAc88dtT5LloqMva3HtbO/JUdbhaE6KlaKeENqtrTzmOPvQGAmahPbwHV+jVvYwp4Nbv3v20+jsVAE1hvNz22nbgtInc8ELzKMeZlYL9ZbcebmfLOc7byVd7UdqVrLZ4rLqnrGGSkSJixv9SalzLU5Rjbff+z2N7YHMTslbty7Qhxpdny31rvyt2j1YttHnSbE9IwEgvqNbz0Va2AP6kRsgXj/TUlyi3LfC0qUjiHBDl+50XPbI9pZ/r6P8jW7BXVYQpMYnbLxbl1UcAGXDsbziYe2+zFsn0zjiCy/BzMlTmjPfCVFOBkx9f/dcKU+a25TVUA70OgBrr75zfc5C8I21nzgxVV98XELVdYmx5aScKm+eQUdFM77TSPXM8YHcU/LhWqm5u9Fjk6YRWf+bwWe/a3ueenFTXnKv8c5+ne/IY14ke/c7o1ELbIUCrbJnG/gY3uMFgSI8//vhh3PW/JjYghz6dP9dDGgNR0CbA1Bivs81p+JU8z9EX3v5BAKjqd2Wf3On3pVEATQCnBE9z7m0yeELIvRNCcGKkDGf6w6jeizMW1pzKTOsy3brnTqW5zNVSklPA2BhTQlMK7qr9WQvg+eGFtkMIvSIzLF7Hu91EaWDhH0BWUi8U35IDL5TN41r83TomPVv+I2WSxieB2xyaEhWu/usZojGwlfunGgKfFckzJdoxZRHehfZOsmF6Doo06ZnItgks6ftFF100TGrQb+r09Hyoj3UQxTNzmzeWzoNav3v8P0eORZWDMtUet+hIITMtp6o6bypQqvZl5MnBj4OnKvJ0netcZ+fa17728MwBUv4OzK2BJ11IpIujqPMFgj0ANfaweoo+acpDXocx515jLnjaSzRr7L+ecp8CnPL/fI3GAp72jyRrehO6hF2KmhXGcVaSl1svqV5HUQLgUm6nOAapqPNaVdTT9UVLeU6hTcnLnHariJxHnKrzc4x8mjhyV9WhLLRZ8kyKxlx2TVtFoPQcfB0ywC3fPX2XabzciuYED3ry2bObrcgt200Bp4rWiVy1AJTbl5bd4jiPPGWhuD9fwJN0qj6etttqzRPhTW1ZXEsMxuJbyTgVeGox0RhzOe0latWKgPXOWzcqNreNTSjIMWMzFTw5SZGIyaRU9BGzrYPSF5pO1PmccMIJw6KRWvvo+te//uWWz0Ax+LpkWYfhbYqc96fK2ZgBb/3ns8jwzJ3wFjnOZ7tWAGrsetUxLaOxbpS41xcHUJWsVf3mmbFMA+AYxZ4zJxfaLAGaFIEiOqEx136W0XCw5Gn0BE/MGq3AU9pEUfV9zEa1ghBVqnDMpk3VBb02NgXEWiCK7y1w1Ys8eQSKIICeK9Em6VT91rMXzV0WZDJ4QoDpDEymi5Ev7gGnFnhqMYNv1wVOPQac0t5Yu1Opd/4mEP86nner5inJp3dCS0phu4SAn3zyybvyIxCFjJEuQEHk6sC52F1LafeUZg88TfkuAiy5k+RtZQ1kFr63eHIdZ2RdOZsCthKotdINKHHu08EvE1UATqq5Oe6443aLWxfaDrEUDZMX3I7xPPjuNTQuc+hDFjwdy8D07NCYTewFIMbk2gH8JgHUakYkbB3wxO+e/aoiT5m+88yJR7vRU71XWu0JPCn3q4sqhaAtUQiFv1rT+3sf0RiDQFPAztgxU7f5fezYpCkAbC5YnHOdFvXyzv492/XZQCh5vOSFtkPyiCRf97znPXdTBq2okp6DFL8+ntLD2UmZSs+0p8Rbx+fvqjBW3+lDpqjyPlIxeiStBdymgqMq6j3WZv6X4Gjsmq2oL8qcNvmtceL5kZrV9pRTTtm56U1vOtRmLLQd0rsUJTMaf19fq/XaEucFjueZYnxbBeNT03dTbGTLZo7N9IPmyFSLVjNlcYrNatmVsVTf2CeX/dCz4g0HvJJta5GnVD4eDhPhQfWU7FQA5SmhdUDPJgDUnP/H9u3l2r225lIPQPWOceOWhmehzRNKWY6KT913QOGU4MlTCJw79uG4seMhB04VT3i6KXnKl1oQ5VpG1Xpr2T+2LW+a/Wn4eu3lvfs+aCwNmMflPj+f37wmA0cF3SrHlHrDhbZD8GDKS2sCFFQBaZ9V7lt4MX+Pbb3tsW117lxb1DqmF21d7RE4Ve1PAVD+uwea/H++p55L4DmVjqwWS7jQQgsttNBCCy00mZaq34UWWmihhRZaaKEZtICnhRZaaKGFFlpooRm0gKeFFlpooYUWWmihGbSAp4UWWmihhRZaaKEZdIUFT+985zuHyvrf/u3f3vdrv+IVrxiure1CCx0k/ed//ufO53/+5w8z98ST//3f/73zoz/6owey1IRkUdeVbPbooPq30EKHwVZ8y7d8y84tbnGLncNCU+3Zb0+U7ysKTV6qYKGFFjq2SOtD3f/+9x8WWnza0542rB1185vf/KC7tdBCC22BnvzkJ+/c/va337nPfe5z0F25UtAVdqkCFjrTGim+OvZ+ECvWahHR5TUmCx0UvfnNb9653e1ut/Nrv/ZrOw972MN29/NmeF5LsF8kz/Rbv/Vbd97xjnd0PeuD6t9CC+03KZrzRV/0RTsvf/nLd77wC79w2MeiuHNXltdiqve73/02nm2p+lgR7/5Tv68MkeMrbORJD++glK8A06L4FzpoOvfcc4ftDW94w6P2ayFGfQ4rHfb+LbQQDvI29PyxuijqVa961X0PVBwkbSwsQp3C//zP/+w86EEPGl4afNJJJ+086UlPGqJA73nPe3a+5mu+Znj1xKmnnrrz8z//86Wy/7Zv+7bhtQRiyk/7tE/b+Z3f+Z3d/4Vq9c4nea9J73//+4dzvu/7vq9Z86RcstD5mWeeOYQ29V191Dn5XpsLLrhg55u/+ZuH/sr4POQhD9l57WtfO6mOqsoRC7Hf8Y533Hnd6163c/e7331Iodz61rfeefGLXzz8/w//8A87n/M5nzOsKvxJn/RJO3/7t397VJvvete7dr7ru75r+E/H6KWxSslU+WWuoeNucpOb7PzkT/7kzm/91m+V+ei//Mu/3Lnb3e421MRc73rX2/nKr/zKnTe+8Y3d+1vo8JN4XTwgEp/o2eM1Zk0RvPGbv/mbl0sDaP9f/MVfHBXNkncrOZS8fdZnfdbOS17ykstdXzx0j3vc4ygenLqCb1XzpN+PetSjdl70ohcNqQm1+3mf93k7r3/964f/f+VXfmWQJ/VJ95l8/k//9E/DONzsZjcbPGO99uS7v/u7hxe/JnENtSWZ/eM//uOyDkX38/SnP33nDne4w3Cs9Na3f/u371x44YWT7nOhgyX4TDz99V//9YOul1597GMfO7y6o+K/3/3d3x2et3jor/7qr4b/ZE8e+tCHDs9f+/V/ypLojDPOGOyOdK3eWyn+U3YkqcVrv/iLv7jzKZ/yKQOvyW59+Zd/+c6rXvWq3f7p/Zeyl6yorXagTfdxas2T7uOrvuqrBlsoXSG51T1gG//oj/5o954+8zM/c+e//uu/LmfLdB+3vOUth2OEHXQfss9JXEPH3epWtxp0Qqt+8vnPf/5wPfVHuuyBD3zggFFm0WpD9CM/8iNK/63udKc7rb7hG75h9cu//Murr/zKrxz2/cIv/MLqkz7pk1bf+Z3fOey/y13uMuz/h3/4h93zP/ShD61ud7vbra5+9auvvvu7v3v1jGc8Y3W3u91tOO7pT3/67nEPfehDVze84Q1X//u//3vU9X/nd35nOPY///M/h9/veMc7ht+/9Vu/tXvMQx7ykNW1rnWt1R3ucIehnWc/+9mr+973vsNx6hf08Y9/fPV5n/d5q6te9aqrRz3qUatnPetZqy/5ki9Zfdqnfdrl2qzo5S9/+XCcttDd73731Y1udKPVTW9609X3f//3r575zGeubn/72w/XeMELXrA69dRTVz/6oz863OuNb3zj1Q1ucIPV+9///t3zX/SiFw3X/+Ef/uHVr/7qr65+6Id+aHXcccetbn7zm68++MEP7h53xhlnrI4//vjVCSecsPqxH/ux1c/93M+tPvmTP3m37xoX6LnPfe7qyJEjqy//8i8f+vPTP/3Tq1vc4hbD+PpxCx179MpXvnLgET3zxzzmMavnPe95q5e97GVHyarTV33VVw089+53v3v4/brXvW51jWtcY/Vt3/Ztu8e84Q1vGI4R34pXJBdf8AVfMPDQH/3RH+0ed/bZZ69OOumkgT/F0z/7sz+7us1tbrP61E/91MvxYEVV//Rb50t+nvrUpw4f9eVmN7vZ0A/16ed//udXT3ziE4d+f9EXfdFR5z/60Y9efcVXfMXqyU9+8upXfuVXhvuS7N3vfvc76riXvvSlw/3oWtJbT3rSk4b7uOMd7zjImtPDHvaw1dWudrXVwx/+8NVznvOc1eMf//jVda5zndVnf/Znrz760Y9OfFILHRTBZ5/yKZ+yuve97z3w0YMe9KBh3zd/8zcfdaz2yT6Jr6VXf+mXfmn1X//1X6v3vve9q5vc5CYDX/74j//4YFO++qu/ejj+aU972lH27ba3ve1gf37gB35g0POf+ZmfuSsTbitkp5LXvuVbvmU47l73utdwrvT613zN1wx6WyT5vuY1rznYTH3XRzpAtI0+ViS7mPKt+5DtP+200wZdoOvJvl33utddPf/5zx/k1+X51re+9WB/Id2n7kn9lt177GMfu/qET/iE1Z3vfOfVpZdeunvca17zmuH+Zb/U1k/91E8N9ha75/STP/mTg4w/4AEPGOy+nueJJ544nHvhhReuptLGwdMjHvGI3X0f+9jHhoemjuqGIHVQAyAmgfSgdL4GFJICEojRQAMk/vqv/3o47s/+7M+Our4U4y1vecvd3y3wpH16EE6f/umfPjAJ9Id/+IeXA216oPe4xz32BJ607/d+7/d29735zW8e9l3lKldZ/du//dvufu7RryPGTvrXf/3X4TiBIDcSGm8JNnTBBRcMgMoZ+5JLLhlAkhS/kwRNTJz7Fzr2CD4U8B4DJwI84hE5CXJMJBNSbBdffPHuMfe85z0HQ/ORj3xkd58U2Od//ucP4Ah63OMeN7T/7//+77v7zj333IGv9gKepBz9XIEg7Zfj4Y7GE57whMtdp5KfpzzlKYOsvOtd79rdp/uTzpJ8QK94xSuG9tyg/dM//dOw73d/93ePavOv/uqvyv0LHT6CzwQknL7ru75r2P/a1752dx96+o1vfONRxwqECxicf/75R+1/4AMfOPA7fId9e+ELX7h7jJxegYUx8PT3f//3u05QkgMIAXe3qdvs4xzwpH0AObdvwgAue8izX6eS29///d8fjvvHf/zH3X0Cv9e+9rVXZ5555u6+008/fXBuXJe8853vHJwmgSun17/+9cOxub9HG69m9sJU5T8VRhPvKR0HKQ2m9NPb3/723X1KDSgk9w3f8A1H5X4f85jH7HzgAx8Y0loipQJOPPHEnT/4gz/YPU5h8r/5m7/ZecADHjCpj9/xHd9x1G+lrbwvCsfq2g9/+MOPqmN65CMfubMXUppQ4UFIY6CxUFGvUnYQ371PCi96+lJhS6UpdP5rXvOao/qudMad7nSn3X0KS37TN33TUX3ReF100UXDeJ9//vm7Hz0zXV/FgQtdeUiy90u/9EsDX0getKSBwvpKZfD2+b//+78f0huXXHLJLr+ID7/sy75s5/TTTx9SA8jy537u5+7c+c533m1faYbkwbl0z3ve86h0BnJy3/ved0g5T5UfpTfUdy3hIN1EquCss84a0oAPfvCDB1mFlP5UaiFTeypN+JIv+ZKj5EepAJ27yM+xQ6nXH/3oRw9bT1fDB0rnQuKdP/zDP9y5973vPXx3PpBMXHzxxbu6WW2ddtppQ8obUunGIx7xiNH+6RpKPf3Ij/zI5f4bK8zerz72SGMmm5TyKVuuNPpUuVUqVf2WbhHRb5XcqMxF6cYb3ehGu8fLPt7rXvc6qi9KEyoFKj3mYyH9d5vb3GaW3G68KtMHQyQFoxykAE/u97ylanrU+ZydJmDB/0OHr3a1QVn+3u/93pCLVf5WAyJAMQU8kS92Ou64446qU9C1xERiHCc9jL2Qaj+S2TUOqr/IfSLvk2oznvKUpwz1KTJSPklSAuB9d0Zt9V3GDgauCKO50JWHBOxVC/Dnf/7ng8IUWIHe+ta3DjynGkZ9KlLN4o1vfOOBB90ZcGdh07pFNEV+3v3ud+/88A//8FCflTVJyA86ppJz7XMnRfKj81QX0ivWX+jwk+yOk+plZIeybu4TP/ETj/p93nnnDQ7or/7qrw6fHh+It8RDqf+nyMTb3va2ARTICZ5L+9XHbcmtnLYf+7Ef23nBC15wOZlCbrVf9rElt06SW+mxfObrFOtvHDxV1fatCvx1V0mQklcxmIqdhTZf+MIX7nzyJ3/yUGC+Tv/2i1rXnjI+8oYEnB73uMcN4EiMJibXWEwtxHXinOc973kD6k5aZjtd+UjODAWob3rTmwYewZmBXzS5Qh5rRXt1LrYlP/JMFSGSIn784x8/6AoVxMoJUTHquvIj4KQC4orSQVvo2KFWNMejICL4RhOkNKGook/91E/dOUg6DH286h7sniJEr3zlK3e+//u/f8imKKqre1Kx/Lpyq+cr7FBd3yPOY3RoLKQW71NlvStskWZC8D/0BV/wBUNkSKm7u971rkM64f/8n/+z0b4ofPehD33oqOiTvO+DIs3KE/P7LEWFMeVVZN+rfuY+eVciGYAv/uIv3lq/Fzq20hdKySnC+YQnPGGYSfY93/M9w3+a7YJnNsYv4kEim05vectbdg6ClIrTLGDNRFJKDlKK0gkdM1V+lCq4y13ucjmjutCxReJVjyrpWcsOja3yLYCsdLHA+RSZeMMb3jAAAwdnU2RCvPbXf/3XA/jvRZ8q0LdffdwGKQL1d3/3d0PkSVFjKHWLbJgySlPlVven533b2952T/07NCs4fsVXfMXOe9/73qNqmbRQ3jOf+cwBDTLtWiRwpbzsn/3Znw2REx03td5pCsmzVhpQiwtCEibVhBwUCSVnpE5jk0ssqO//+q//OtSsQBK69JB1nFJzmo6ue63CvQtdeUjgXLL31Kc+decHf/AHh4jmE5/4xAF0oKC0BIAivmeffXaXXyTL//Zv/7bzH//xH0f934rSbJvwMF1+9F1Tv52UGtHSBM997nOHOktI9ZYsieAesWTvJ37iJy53PemjdGoWOryUel16VZT1MhVfqYRENUUCHWMyoZo6lqYRyTlvpdKcdA3xq0BEkvO0oqnJd/vVx/2SW5GcujxOwPBP/uRPhv47cFKEyenrvu7rhuM1ltmufldLIBz6yJNqLKSYFUZ/9atfPaB+PcR/+Zd/GQbLC0JFAktichXRqZiT2qhNkFKBKnb93u/93uEBKMyvWgmBENFBrJ6qtTIEFJWuUwGeAJI8X61L4vQDP/ADQ92K0hRK9Umgfv3Xf33IO6v/9F3A6dnPfvawltVnfMZnDMZSXopqQ1TzIo/6Wc961r7f50L7T6oZ+M7v/M5hFWGtZSPSs1f0VfL4z//8z4PDIiOjSK/kTZMpFI0655xzBl7U+jBaBw0eFK8qtK41c8SDUsBEl/ebJL/yOJVyVKpOvC9jUq3HJGdC69GJ/7WenI7RWAhUOaCSM6c1nRSlk6PypV/6pUNUTl6xiskFzLzwdqHDS1rx/qu/+qsHfhUvS39+4zd+46QyEDkbkhPV+EkmpJulZ1UfJ/2MzdB/4iNFPmXflDmRjGRdbUWSS+npZzzjGQN/kbLS2mUus5qsoGv+wi/8wuAIKLqifu1HH7dBklNlmX7mZ35mcPBVT/myl71seF5JWs9J/0lupcvk2CC3HkiQHtCac4qsq6ZNtl7YQm1qPTfhENaKHKXVhqd9nnfeeUft19RJTaFM0tR9rbfkdM4556y+9Vu/dVhzQWu1aNpwa1kATdHUuhW6ptZtSGotVVD1pZoarfv4xm/8xtX1rne9YTqn1tn4l3/5l+E4rcu0zlIFeb9M5dR6WEk6/5GPfORRyzswNlq64cu+7MuGpQ50fk5P1TIFWhtDU7s17VpTsrVultrUUgTZV7Wle9T6Hre61a2Ge33Vq17VvceFrjhLFXzd133dwOeaxuv0p3/6p8NxWtMJetvb3rZ68IMfPCwPoDXZtGaL1oh68YtffNS5WidKPC+e0jE/8RM/sfqN3/iNPS1V4PLgMq51pMbu+01vetPqi7/4iwfZkQxpKQ5NRa+WHpF8a200yY/Wd3rJS14yrAenfUlae0bLnGjatcZQOktr5Jx11lnde1zo4Ak+E29ovS89P63ppbX9PvzhD4/yn9st/Sd7JJmQbGhZD/GGk6bla1kETakXD2rNIpa2GFvnScv+iM/Fg7KNWm9Kaz69+tWv3j1G9kDrrokX1abbhU33cc5SBVPsW0uetW7h137t1w7L6shG3f/+9x9kS8fp+Tn93d/93bDEisZHduzXf/3XV9/7vd876KAkLUd017vedcAD+mhc1Z+3vOUtq6l0hX233TZIYcGv/dqvHTxxIdxjiVRorsievOcr0xL6Cy20CVKxqiKzWSe10LFLilYofaPUVc4GX+iKQfe5z32Gtx1UNZh7pUNT83TYKF/boDCg0oQKJSrNdSz1XXlchV+VclmA00ILtUnpAdUs5WsflJLsvRR1oYUWOlx2T4BJa1dtS24PTc3TYSPVC+lhaFkArSeltaQ0ZVI1EYd9do36LIZRHZhqUn7jN35jePdfa32ehRZa6P8j1USp+FRTu1U3otm+z3nOc4blPHJx3YUWWujwkGoweQ+e1qxSTe81rnGNoQZzG7SApwZp8UgtC/DSl750WBJAa9go8kRx3mEmzZpQsb2KdFUgrkiZAJSK7xZaaKE2acFcFd5qkoXSOSp218uyVXSbkzMWWmihw0MqpP/93//9Yda+Fs9WEEHBjtaCmHulpeZpoYUWWmihhRZaaAYtNU8LLbTQQgsttNBCM2gBTwsttNBCCy200EIzaAFPCy200EILLbTQQtsoGNdsExUfa6q7tiqV0oeX81E6pZWI9b+2vKPOj+fj5/iK3dqnZQH8ONrk2vnhf86nX94G/fSXCXob3nYe7+14P7kOx/DSQe9X3p9fy9/h59fK/lXX837xqe6Hscn+e9t+T+xrraLO82Fm0kKbp3x7e8V7vd++b8qxFfVW0Z/aRsq398nbSDngGHhX/KblA8TTemG187yWFtAx2t/iaZFW/6Yt1wFqU9fRfn1ow/kcudBxvj/1UiW/1VhO3e//V6sqL7R30gxKPTPNrNbzE59pC5/kM01qyVfaObdJItfN2Eo+rsf9/Mp+5iuHnLKdll1LG96itLu9fVBLHlzm00737PeU67b6WJ2nfqBXtJI6b1LYKHhCObGF0ohXN0Wnqwft+xx8OPmNOsPlIPhA8zsZLRkuAVg++Ap4VIQSFcEYDp78Gglsciy9Te9LMpX/TmbLPqeBqkBoPptkyl77C22O8n2FU8BQi2/Gzm+dM+f5zgVT+TZ05D6P83EANMm4AWDSOXBDkHyvxWH1n0CUy4LAF0CN90e2nDz24dwhN/SlJTcu5xyXeiX3+3ah7ZFmUosv9EJs8Rbg6aMf/eguiKrsRk+ekhcTsCRfiLfhP7dx2V622dPHLSCe57eCA3muA560wVcpbLL3vWqHtvLeAK2+9f62+pZ2LPvi10zQqvHXh/+m0mTwVHUSpVOBpyntjYGTCjlW+1uKqdePOX31c/x7KsvsUz7IytOoAKa36+Pj95SKnH09T2nKGFbnLAp8f2kKQJry3zrHrUNzwVN+r3RACwymsq+MTOvalWywP0FYy5i0nL3KeKV+Wwc4LU7KdgmwxOKo2gKeiEaOAeqkFtDJ6EmCJ7YOVLK96nurHxWAaoGnbKOyDy2wdNXLggGZvUkZdQBT3RuRPyLN7iy15L7CJQn23Ob6/4BV2ta1tgKeUBRp2CuFk55aPpQeqm4pOQbAvdTqobeYy//zc/we8sEDTpL5q35VD41tMhfRu2SmjCplpC0ZDWbTPjxoflf36dRT0qnsc1wdsC10+CJPmcbunQ+tA5Cn8kBPXkWVXLmjkEbDZSzT8BkZ57te/umKEnL5knwqfaM3yWPMXK7122UP3VAZqd44+b1VzlFuF9p+5EnPXToU0OSRp0zftQB26tAq8pRgQgRoajnVlY1s2dyk5EmOa4EmP28MLF3lsr5W4Mn7D0jhHCI9XBew5HLF+Fd2LeUnty0g5d890qe+aDFNrQ015w0ck8FTCnh2GCXi+dNUeFOukUyRTFRtq/OrGqfeOYCTKpxIOxWgY1sxmSNcR7otpJ5C6mFcUgqpuL1vfn7PANPnCjhxXPW8UoAX2g5VYzsGnlr7poKnTfUzqQXMx86tDJErTk/T+7HIVPZBylH/EVngGFfsACTtow4CQgb5LsqaqB7YmSJ7FXBa5Gy7RHRJfMEHY85/WWMq6oGnynb0wBORz72Ap+zDGHhqne/H05eKv49Ee5kS45gq4OKy5GOUgQS3cx6B6t2f29OWXa7ui7rHra4wnojO91cCX4Gh6nwfgOpcHwgG2qNhFRKvmMPb9i0PJXOlzujp5SaCTVDUqnHK4/J+aVdIWB+QuhhIiFwCLk+Jd3ClcDoYbIHFZP6K+TJ0nMXqC22HpgCkqfuTv1vKsnJWpvav2p+Kc+595D6XNX0kFxznClyvTnJg5bys7/pf/yF7evUS3q0+p5122jA5RvJ18cUXD5EJvdoIYIVBxcDmNXIMW/dcgS3XSUvkaX8IkCS9im7lt4MnN9xTgEsFnipdK0r7kLYx7VvauVYfxmxrdUxev+qzBxhEjA3Bk5QD3Z9qDSWzcmJUmK0PpLFWtFey6GlSQJNvx/RYLwKV9peIH9dUP9xh2trrWSrlOIWmPNwec/aAWY+xWgq6UliAj14fW+Cp8iDGwFT2Ee9Xil5Mpt9iPkATHrSIrSP/ROiVt5TblgHwZ5zez0LboSlgYmoblQz4M0/AM+U6vWOm9nPsuAqIecgf8JQOg/b36hbS+0Qxs/+GN7zhzi1ucYudCy+8cNcQfPCDHxzO9chTRtNTeU+559Z4L5Gn/SOPcHj6CFDlzmKrzqgFYCq927KhLfDUcvJbIKK1bwyEp5ORQYqM1Iw5Qwla9JENE3i61rWuNbz2CJJcMbbYUNph3AE4U9KNbLMPfh9VaY0XqO/bu+0qROw3UyHVVI6+PwHFXO9riufnD8aPg3nyulUkyj3hjDz1wFMKSbYpwCQGU53G9a9//d0UgtD5RRddNGyl0OmnR4R60SGPnvWUcisy2HvOC22ONjG2YwqO/8ZkbW5f9hIpyWthwASIJA/IgQN8KWM/1+uQXPcQ9gdcycvUPp1//PHH73z6p3/68E47KfUb3OAGO6997Wt33v72t+/WxFT3hey5QnbD4SC1dX41bm6klsjTdgkea6XtKuA0Fu1pgavKUXFdW/32NnvArdWHCtRX36fwXNY4Xf2ymatss+YJOyfZlZzJnsm2Sb70gWTLOFazHokEO6hN8FThjPztH5dTb8frzpg1u5Wap+pB+EOtDHNLGVcecUUtj26KYmmh92yn553TjivAZI4KZVdgqQJP3p6nJMRkYjZ5ws6YAk5S/PkMEjT5feW1WuMxxWteQNP2KdPDY9Q6ZiqA8namerJT+jTlvJ4hIgJA6todFRQfYfZMrXhNBcqTY/Rb7SpNoOiuANNtb3vb4WXgjKVeLupT16tolo9vRota916NS+7LthYAtT1y41x9crKCaAw8+b65erP1vDm/6sOYfUs+qq4xhX/Tzl3VCq7ZusPCsQJOFGTLrkneZNuclFGRPHo2prJrc8CT9yFLUPw62f5WZtupcVcmPtC9iESiYN9fHd9KmSUY6lEizFYfKpTfIn8gLSDk/YMZYTQxkL6z9ft0xpRCF1oXs4HqE5jRvj90Dzv7WjQiD4f6+LSeSab9egZhoc1SKsZ1jOeYRzp23b3S3H639IBkBbCjrWQCXmRquafrkGU5GNrmApZyPjgGgKX/5P2ed955u/UZOl9tUvui4z2NkwXsc++7ZZy8jQU47W/kibonZnmNFWdDYzI2Bmr8dy/gwPcpAQi3dy1+msJj6YDr42UlV7/61Xeue93rDluiwy6HIpwfIk/Kpugc5EigiTbpi6/z1IsA5piNyVC132W6l/Lf81IFHj7LQe4p31bUauy4FqKcCqAq8NRjoOr//C8jUdU4+H+e8xWTwGS+WrsThXUcT1stoOYP32cntO7Bz63IC/HHjl1o89RTvusAkjkAalM01SGhP9WxgBvAEx4uQIbCXmqgiN6m0nX+Jy2DQqefSs8pJY6HTEqP9uhnz6CmQexFEKaM3Rxdt9B65LVOHmlk/1hkp0VjQCtBDf9N0btz5DrBQsthbvFqZX+JMl3zMjslUMTW16pCbgBGAk4CXHwArh4g4Lpp13p1Z9VYtsY3I05+vbkBgsngyVfRTfDQU5QZrcn/fJCrc3oM0wMvfLIArOprT9m1gEdey+sicuYeQEgpOJhMv2EaGII6DE9NOAhCsOcYJchTFu6JOzAbaytB6ELbod7zbSm/ddray7FQiw8qj2/snDwPOUJ3CPhopXDfJyVM2J/fUtJ3utOdBu/WZQ2HRXT66afvnH322UN7ijq9853vHJwaecXHHXfczgUXXLBbq7EJXu8ZqIqWyNP+UC5LkCtcbwu8VhGn1u/qvLnXqsBEL1KT+t71vr/O5FrXutbOCSecMMidagclLwCotFUEA4hYue3JTFZVguJBm5bT0rqfqvh9XdC0VuRJ5O9/qkBURSg69wL5tBBxDxhl2/4/fa0GZY5HV91XCzz5g6kiV6B0KXKYjGUImCpJ6kAesIcpeXcXY59M1eu399OZxu/dmat6rov3e/ho089iqoLuGf85wCBlMHm5UtikUpAHagP1kVyo0JT0nT6f/dmfPSw7cPLJJw8Knlmr2urcl770pTuvfvWrh3fGCSidccYZQ/rgpJNOGs5TFIq0edX/ygCNAZ2WYVwA1OGZbZep2am0l2dU2aix49a5RsVPPcDRsqGktj/hMkdFzobqmE455ZRdh8PBE+CU83FmRF4CRB8cPPVqeasxazmXOXuQa7fuc2uz7bKjDoS4mTyeG6giUA56/Pw03ImEpygtP2ZM+WekxkFftpWgw4/hf+o0MixMdInIE0WvAFOOgcnoV9Y8+ZiMoWgYcixS0Hu2fHoCvtB2aVvjvhcPt8UPU/ZX3i3H+P8ezXV9wiw6j9ZKjuSICFDhJcsp0X+3vOUthwiwFL+AkqJPOl5rOylapciTnJu3vvWtO295y1sGQOX9aekQ1wFQNXO3Aok+JgtQ2l+q9GaLJ1s0Vx8elO7s6e5WhAbggh1D5j52Wb0h3/2tE/6uOFHrf2ykz9Jr2bIx+9ajVtQt2+X31pcqqDox5n16QVaCGVeQ/J/ttFBn1Za30YrGVP3P/Q44qi2RI5+mnEAHBoHhvMhV55ATxgiwWBthTvqRK5LPBU/5nFpjkkp9iT4dG9R6Pj3AXP0ee84V30yNFLeO6fFsOi/sQ7aI7qL8tU/gSYtcSpZERJYEmlioT4BJ6Tudc6Mb3Wjncz/3cwfPWcfoXCLBU5y06h6m6MTWvgVE7Q+l3vRU01R913IQ5rTRayvb3AuNOb8ZTMC+idye/b/LCuxloxwcEVki+sTxHtHzd8r5q2l8zFp1TuuApwp/tOR1Ds16MXBSGuIWiMltHlsVdae3NmXgKrBUKT7aGWOiCmjkNWAwjs39ItaKYcVi/SfmEvNpq5CnGM4Fl3Z8WnaOWwr91BBn9ZyqyOGUiN5C26MxBTflXPfm9nLN1jE9IzG1/y1j5b/TA3XF6rxLXdSb3vSmXbkSKTUnBX7zm998cFp0HAXhIil4ZuJpfzo1zu8t+Um5rHThHFrHG15ob9TKUMx5DmlXpspLtjH1WrQ3te2x/zPr4gEBEQ7Jhz70oaEtLSgreZLjga2jmBz5cR1U2fO9AKO0W76/whKtsZ1r02aBp5bC8P9aC2K2AJSoKoJ2BmzV+FQ3W/VpahTL/6++Zzu+Smlel/9IIbD0vJS5fouxtBXDKU0gb9cLWmmD9ubkhn2pgt745NIFfl+tsc1ns9DmaS/eVa+tVpt7AcJzAd4cEFcpRdcFOb1Y36XYVTz+yle+8nIOjL7f7GY3230RqGSP1Lnkk9ewaL+IInPvN3KTes77mfta95JURdZ6yn6hzVDlUO6Ftq0be7p5zrV7xya/ui0mGnXxZcEAyYlS5CI5LJJB1nPyZXnSplV2OIFV4oi51AoMbIJmR57y4gkaxgYmbyS/T4kajV07r9fqd/ZhCnl/qyn9VZv6Tt0THi3oXL+l7EV4uhgI1oeijd4nKUFWjkFvTBMYO8jq1U0ttBlqgfcp1Io09RyCqV5wz5Go2pjS9ykKvAc+PMqjj6/dJPLIkgOf1BVEnpjcod8Uv7Y85kr+Uvf5J8d6zFOuzllos+R2oHK613UCqufYOm8OsG7Zs2xnqg5p3WPVhjstH79sbSwdpyCA5EUBADkh2se76ph04Yvc8rt6+XLV373w/1RnZR0AvdaLgX2b0Rf3yDy07vuqdvIGKiBULWnQOt7Pa/0/B832jAXt+L27EiUKxAqq+k79kpiLOifCnH4tH9eMLOUKuFVfK2CXILd1vxia9LLnvn16oc3SGM+6sZ/S1jbA8KYMPnKfRo7vCZ54XUv+pj9Ek5y3dZxkUzPskCn9VvG4jADn97zkal/lPY+NdQtALbQdymhI8tZewGsP6FTHTW2ndbwDtKn9ngICfaY2NYWXXnrpEHXiVSq+sKwiuHI8NDGD99j5os8+S9YXdp5jjzdFcwHTngvGW1EcUc/DqoBS1Z63Ux2f+1rAqIq0pELqeQQtqpCxt5chymq5BxHIXUwoorDcl72vUgd+74Cq1ktL/X7HwGZ6QFM8sIW2Qz3PcSp4mnJsdcwUZTKVH1IO53jyGbFJ58yPaTkP6aypPuOss87aXWdGqQfkUJ6zAJOmXOs4n2I99z6rvo1FISrjt8jedmmvwLT3DLdxvV5bvajWlD61AHurz5fapA2RHA7tk8MiueEF9mqPWXlkW0Q4KkyiAkRlGY/bqjky0cMpm6C1Ik+9TlTM5OsLecSqWrKgetg9MNaKUvUAGPsyBdV7ID0j4Iod0KPfOTvOQ5Mcy+sAPLRJsZ1P6/QlC7gW07DpgwOnlsebKYsWg41tFzqcIOqwGdpNADHne3ckfI005MkjtzqG4lb4XksQnHvuubtRXi2OyZIGJ5544s4tbnGLndvf/va7i2fi2LT0SCs6xH4Hb2PRpARWvWMX2hyNOZVXJmrxW47NynhboAmQJHvETHFFbX19Q1YY11YfQJJkTccSyaK8pdILLadizD5NsV9zdecs8JQKwy/q0Y1e6Lp1A3lsZbRbkaTegPSu1Tu26nPLi5wT1RHBdDAJxeQ+u0cfKXj+oxjWp4V6X1rXb41jS0n3gGjreS60ffLnUO2fQ2PGIR2d/L0OjfW7BwSdd93haqVbnFxXacsMIaZI8xoWkeRLQOqcc84ZgBNphlY0oWdk5kQHs69XZuO937TOWLdksbXPr1Xx9DrXb/FY1beerLVASO/a/v1SCwj4mmtkQ1jGJ99V5yUngCfV/noEqmVrKjnpjWcvALAXfToZPOHR5ToJVR2SqFovowUosjaK43zmWXX+2IPugYC5OdbqAabSboGnHAcePB4ztVCk7ITOKVoFVEnBi7lA6MlgXNNr0KppptVMupYwVs9n7sq7C22PxpTiFY3Euyw9AL+jI9gHwaO+/pM+559//lHjJFnT6yVEejHw+973vp03v/nNQ9pOkSgBKo+c+7Vc3nqOy0KHm3oRp0p3+3YOrQOMe4a+an+sn9XvqX1yu3WkACTYMwEgyaXslLYCR7Jf2DXVP+mDXZGjIrmTfVO9FOscZpCA61RR2TGM0ANO6wYE9rzOE9vKO5vKaNn53uC0+tC6vu/P/3qD1uv7GIib+hAchDhAwSAQ+iQUKmbUhzApDFblienXWASvuo8K/C0Rp8NFm3gOc5X5ugZjXeopwsrg9RwX9vuKyU5S4Io4IYOSOylybVuL9c3t90KHj6Y8m3UjTdV1tilzU8BT7mtFO9Oh9qBD2tqPX/ZmDN/ns131H0CI2icBJNoTaNLH03a5XmGr772tHzfVqdlK5KmFzlsXy6gF+9Jb84iT1wNxnP7POp0c1B7IakVJaCPXQ0omqACJ9z/vuYqgJflrG2BGfShcpXBczMQ7u6iPEpNpKzTvyx/49X08fAz5nes7JQBN45PGY6HDTVOV87Fm1J23c3Yv33NpDwq+SdNJxljZmBS5ZErRpre97W27TolPx2b6Ne2Sdmgpdfqz0OGnKmMwx87tB00Bba3fUwIXUOUwi3y2vIOtI/Hx5UCICuu75Iv6XF+yAJuCXZOsaSvZAlwhv1Mdlt62AlB7CQrMqnlKhEpn0vjyPdHrWNtToj0VIu5do7V/zIvsgacxhuuBpyrsWYGWZFjAFegcBc9Mh9499xB39TzHxmChw0n5LPdKm3ruvXamXsNl1R2O1EHuiLks+kKaHn0iNY7jAljy63ndhqhaIqSlg6ZEGhagdXA0Fomv7M26USHa5PdU2zjlWj0wtY4c92xsJX9HGqDTgxTYK389i/5D5qp6qNa492zZVOC0V5oMntLg82K/XNgqIx4ZfsubqAbHjxkDNj3wUw1+K7zo167a4T9f0Zj+O3MkVZEq7s9n41UgFCajHyByR+atdbNanlMaH++P97OXBlyU/eGmbTyfOQp4jsM09dpMac4aI2SI6KrkQr8zMsR6TfA1Y4Sy5n1c/vJu2sKT1vW9DW/LZXfTIHah7VNmO9JGJU/vxbHICE7vuNa15oKp3v4xea1szJEJNb8Ziaqcc+waqToyKVW9U97HFNnKY8aA1VbAUxVt6QGcMaoiL/mOuNb1+T02uK7gqutOYUoHfb1tr43ePTtoqfrCmCSTtYrsfSzz2tV4zWGmxRDsD02Rp3UUx9h11lXIec05EcveMe5UuDxzXqafnYd9faZKV/Ad8IQcuvfrtRyu6/L+/Nqpa1pOW7Vvka/9p15EYooTMKbr16Ux27Rp52Sqw+PnXMXsdf7OoEBLjpDprN2tZHYMcOZ1WsCpRXNB1FrgqRVhyofbGoRsp1oE0q+RC9VVyqu6ps8M82gOv32wqr6LqghMMk3Vh7yH6lrJZK1FNf13Mlgv8ld5BlXUye/Lj/WXorbGfKHt0bbGeIrXNhdYzT1uHSL6hCPhPApfs+5Zyg6eLO+yg8cBSSwDgvdbtTUlSl3RVIU8NSKx0OZpE5GIda85l3oytq78Jc9VjkEraHLEapFbAQLfZvtuq8fKaaYAp4qqPuz1Gc+ueWpRD0jk/lanq0Uz10Xc1bV7iqkVQao81lYf8vhWtCf7VIGc6l7Hrts6trrfCtGnoLRQ/wKctks9ft+EUs9n2OPPVr+2RT3vPxWte7YeJar6CnjyiRN+HMCI47ztbLMVqaiu3YsutfZNBWULbTfyxL51xn/M1nn71bnrXHfs+DFw39P3rW1SZWengqdN0Zjt69FWIk9TyZVbRn96A1ox8Vg0p0X+8Kq2si9+nnuZraLQCqxUyjb7OmYIx5C29yPHrYo8+XaqNzUG9jbN6Au1aVtGc0z5VdspfdqWt956zyLRIZflVgqcxS6JNNEu0as8zuUgo1t5rdZYTfWKW7TueQvNp8rhZv+maIrNy+v2ggDbpOS9KcBpzMlogafqvL0AyDHHf1PjN3uF8RZVDzuXKRhTMq12pwCVHKweEPNzWsg/+91rJ/tWfW8d1wNQLTBWgdDe9TO61fOM8x7XMaIL7Z2mjO+Yd5tge87zbIH+nuIZ6/OYs5C8mGnsip/HokAOkKhpcpmuDAQrJPtM1jy2OncK9WSvZ6wW2g5V9oX9eUxPZnq8vA4Pt/rV6+cYjYGGni3xe+kBq6nUctIqoJPU03ctgNQCUHuxa7PXeao6yu8pDxxQRZvefjUF0j1OZtb4+6tErUIzz6PibfYKrSuQkUVw/ib2sbFqvcS0NzY5pmPrRI3Vi+XvKaCv8naq/Qttj6YY5jEwIvJaIHdokt8BFVr5l/VYeH1JVeuTM2Sq61cOTd5Xa9mBis841pVq68W9vkRBtuU1T5Vsuo7wPues2aw3bD2XFlVGyNtYgNP2Ke1F2pBN6brkIwf0/vaOtGuVLXP75TzYsxtjjlbawd4xFa1GHPJWv3r79+qcOKWeqZ77XFprhfGWke8hcafq+FSgMJcIJqPYM6fwt5hKv/3FoZmSq+4vmSi9VAdPY96ut+XtTEXz/n8+A39lxBwPZQqAG/u+0HapF4GYqpBwRpKvKr53ueEl1HqNAm9FT4Cicyiq9tcEZZ8qb3IdhZht5v1UMtXSTZWR8n44QMvzKnkfA07rAKA0dIvsbY8qR3GOXp1LVWAgQZT3Le2Y1+S1+HZuFKjqG7/z/+qcTdiKSo4qQDbl3KnXyz7PBcuza578IVUX5Hv1DrwKJYuqhw144l1vUupS6KxQmu1XAuBTjllU0lcPrh6Oe5XOvM7w7ilUQkcbXkvhTN1Cui0G8WtkDVPPe221kULnwHIqyFpof2mOAXZerfg4F43UfiJNxx133CBv17nOdQYQleutuDJngUmPQCFjzGBzWRtTUCmPtO37nFc5B12R9+Zj0TKKLQeu6ltLZqdEAKvzfJvnLvK3P5T2aR0jOpU8KKCt1hXTd+ya5I13Mbpt8ewJH1/c1WWsWlyyZaOrvk2JPFUO3JE9pPM3dU7vfGwnW7d76z7z2TVPzmzVBfMBVMa6ulEffFeCYi4xlT5KKWjry7tzfm5TwaPIvZ6B++iBp5x9w7WdwX1MqrGoxqF3/74/gVOCpco7qNrpCVIFoBIMzvWeF1qfKj5pPdPcl9HOVHjJ50SV9PyluK997WvvXO9619u57nWvOyj15AlX5IAln+6vLS+uhqeQPU/v9XjL+8YsOv9U/JkTJHprp/V4uTIgbsSmHjt2nda95/gstF1qlXxMAfuVzaqO8e/phPPSd6K92Dfn35Q5lzWtzO2Oi4MozvVt5UCkfI1FeTIye2RmIflUqrDFXOL56VwCP9i7aiy2tsJ4govsnP8PORACAOS0YiI0ng7LcKZ/8JK9bQ+Bcl1X8P46ExeY6t05DpoIl3o0ycGTn+uMm6nECuD1Zq1Vwps1GHlcNe4t49kDntlOPsMFSB1O8mfr/FcpUYjfLoMAKWStFdl0OUW2/P1UvHKhFYmif5n6y7rCyimizWrVbz8nQVQFqtK5a+myarynymIalhzHPHZqHxbaG80BS05TAIM/w/zuNosaQ4EoPv4eOJx2l2VeoCtHBQclI1HVNsGi95V+tXg67dmlE+qv+F2N+9hzaY33Jqj1TOa0P/v1LKnIoESgdIqtRzdSWfjS+BVzZdQn/4PJCHuy35nGF9fzB5+/M8ec9VFZuO4MzQcG5hUqRLlagMgpxzdBXSrsZGDGtOcVVwzC83GqIlxLFGr75DKUSmTst+9P+UxeqhReOiLpKEAuc/KY4UHxvl6FwutNPI0HmHIHRh9/r5XayReIZqqQdzwSyWo5KjmWoimedQUQK8p2ek5M61pVv6ZGARbaO7WiThWlLp0DoPx7ZbRxVJAnQBRZF+p9saHIQjoqRKLcBuHYVG+o8L55f3x8PPLlzs/HLrNriQucqvFp6bDeGFb4YoymHJey1pL1jUSeqvfUVEIPVQPSQnyJ/HhInnLTA/PC8UyhOSN6H1phS7b+0s8WeKL9HGgeKoyFsXCvoIp+Ve/xSSDUQu0t9J998zEdY+KWx9s6f6Ht0F4NZgWmKyfIFRH8ePHFF+8q2kyTp+OCsyJlD+/oPCl9Ik3ap+NE8D0K31MNrtDzOp4aTCPgsuYyh7NURZwBXcnvrjh7Dk4FbNMxcX3WA1Q+/tlmHrvQdqgHmlpOTGXQpwAof9bwIYAH+XGbIMLGuaxh79JepSx5hDYdlVy2g77mZCxkJ1OFH73MrjlA6wUkqgzMXGo5QgkE85y0iT4BDWcNfbb1tF0PREEVU6WS8ghSoj5nACIjukGAFNOvM12HR5wzGHogzx+wM6E/9AqpZ3oB5sIrILTqaYsWmPIaj/QMqjFNjzv75eNdebGuNOZ4vQuIOtwEX/SeOeS8pO0ll1yyGzEVH6f3i6IhnYdCRx7VjkAXcqB9N7jBDY4qUNc1iCBVafPUMQmaXAEjPx/84AeH9mgbmdN+l8UsQq9mOeVYpUykc1jpN98ythVo8jZaumah/aOx6MdUAFUZ8IpvsV/uvIuQX/0nGUTWWEpEMpfp7eoePALl9Yik/arMStozTxFqS2T5I+aweB1WOkXIAPc1NtZjlLaqGu88NrNYvhyLlwNtBTxBY+g6FURlnFsMltfgPD0UkLYepKcMmE7tHzGbmIyZDA6uck0NjIAzTIWeEzGnkhTBiM6o7g07Ys8ZgP5+LZgVZZ+Rs/SUAIx+f14v1gOoPUDoAMyPz5mKC22fWqHu6ndl7JG7nInmW5Gnw7yIlS0fV5Rql5qNjFK7UiICJdmsPNpM2yHPlZPjs2i1VdtqTwXvrrhR9NpSj6Xr6YOcueHqRXpSR6RucEWd45rjnc4NhOy5/C60PepF39ehqTZNH19DzWVBfCl+liyKX/UR/2oWrPZJFsXn6bi4IwAISHuWqfPU5dgKj7pii9AN6ZB86EMfOgqYYcfczrkDlIEJwJWD0BzPKnrEdgw4IU/Yer772GlsNaboqH15PUsL/VXfq5onURXKc6WEcmMGT9Y4iSFQ6uSLAVHDTVodFA+AfTrG0T19y/Bn9tfTCjCbpwU80gRognFhKv8fZtQ+/dZH9+BFtq6sM5XgQuPbFohKQORjU9WbueEgMrHQ4aBWuqGSQer0OCcnPYgHRVKE+o/UnbbUYUjG9Fv8Ce/qGCkg5x2mYgOsNIPPU+3w9Ac+8IFdhat9akfHa78+XJd23dEgBahzXBlzX67wdc773//+oc/aSulrP8rfZx5WY+jj7eDPx5L7EnkakntOfely5zrNnb+9GPOFDp4yKuXZBUCUnr/40p0N+F68IP7W5/rXv/6wVTQX++a1vsiczqn0PQ57floRGvUZuQQsEeX94GUgSjLqDko6LJJBbJkHBhgXskpjwAl7Nubg+28PkhBs4Tv6Cv2mWcZbiTwl0kuD6lvvfBUpcaqiOr71cxxAoOwcTAGkHDyB4hkolDADCRBCyVWh9krhJdp3UAOD6lqkMTxdlzljDJCO0z4xGwCK/6q8svcHsOR5XN/mAqMVs3FfuZK7H0/NSoK3hTZHPWDaizilB5my5RGSrLFJB4j/ffaO+BLFLl6V8mQrXtfaUCh9lj3QeVKunm5HBlOuuT58K+Cg/wBr/Od1VRnFyvXcuFe1h4zpPwE53Y/SfOq/vntKI71yN36+z8P/7sn68VnD5amCnFGM8ZO+WsDTwVPLsZ9zvvNC7uc/t2vugBN9xS5oKx7Wd/GKeFeyheyxJiKRKa9Z5FqeDUoedJvhGRUcFG3V9scsfSdA5xEpQBMOC0EBbWXPiPwComg/x7YCTRlha01oSTAICEWvaFx0H7Sl/wVI50R6J4On7GQreuRGNaMb1fGtcyvQ5Ug9EaqnCNxTFlO5YsejQ0mpLW318LxWqvXwYDAdRxv67uCpWnMDBJ9pOp8pIeYCuXvIVv97SJS2nEEQEtKUCRI9CuBeMORK3YGX37tI15XXvoCng6deCt2VMsf6/pSprHVwB8XP4Rj4nxSC5EpKVL9ZI4oUnHhGW/Eyit1Bhtc+wXeEz/GidY6DJ5YocB7GC9Z/FL5L4XOfbPXBEOk4ASjxtL5L4es7HnKVloOQJd2v+ks0ACXNOQmUvG7MvWHkd4k8HRyl3RlLl09ts/XbnRZ0Oqnqyq4RjWIRW+ybZI/f2vI703uu5x3Me0oenkQGcUAyzf6Ry8pSsF9EpABPkiv9J5lkq/9IQ5JlcXlO/IDtwS67HUugVwUEuFeNg+RU50snoKfcvgOmtvp6lhZDVAzXE/xE5bltGeg8zyNFHkZH8VPDgSKvwJMennvFicaJUOX9V5GZTIXwQRnDfNRp0C+d5/3gIwbTw3bw5JEnB0tZ6+VbV9L+bDwN6Yq+qruAybn+QtullsdbecT+X0teW/sdXOXxyJqfizJ1UK191Gp41BewBC+iCOFVj47iyOBx44BkVDT1jMsqESkckqy3IHJFGQHpfilVKXUZIMmZvrtX7KkCZFR9V7jfDRa6JaPVlYy5ESBq55EnygkW2h5VdmvK91ZbUyltX9q0jFilXSSay5sAtKWExeumvNDcszSeIvTrenbC+RZ50f+X2nWRNWQeW4Xt0v/aIl98tI9UIJmVnPiUToVHZN1eu811cvAk+QQ8aSu5dZyQa9rtW8F4BV4YhB6aS4ZIb5k2Mn3G/34MiJ0Qp9dD6SFVkRkUeG794TizgcY9rZdhTijRMCHZnPngBXZsqSfBQ87IEw8860tgLsK3fj/Vq23yOVXAES+aFKOu5TOWFto+zfV4K2OQz9uNhvOqK25P12d7ABx5nM47AIgb3vCGu0oqo5ci7RdfnnzyyYMXqN/iW1LVWVQKH3vNCP9l5BXFftZZZ+0qa2QKmaUPImROx8ljlrxRy8E5AB4MUYImZC4X8QW4tcCUlx74KzsW8HQwkSavLe05KZu4dv7Ws4ZX+OCo4Fxriz3z5UI8bSd58i0RKY9sIqfwrj44/57VyElVVfT60suiuV5ITtoOG6bfRJ34Tr0jjgoOmdu1lDXPJGHvPHiRdYj6X8cTGReQog23x+rPnOc8GTyNhS+rEGce21ICzqCt6FV6vv4g2eZ3zvPZBTwYNxgOEkDVGW1yRvYCbp8lVHmYDh69gNSjYvqfCBhbD+fr4WIMvOCvYjLPeWfthCv2VAqpzBNEETlTP0iNLLT/NFW4XXlkyi352c9pKfQxzxyj446P+IRZc56mg78wBFKuABM8Wp8thBPhUV2cmIpXPRqsVJpkgFonUuM5ISRTAJyDw+LXSvDE1lMkLms4RT723p7rnkyz6/cCnvYXPPl/1dZpk88mbVqvrx6hSdDl9gzHQoQN0X6PHMGb3i71xB7dcfk9Urxho8r2IMvIuqcGkRP957WLGd31lLgcMpc5ZBF95vWTjAvyTIoT4AhYxHESzSlHmb3Okz/Iqak5P64Fwhzx57Uy8uSAJv/3B4vhIGJCVMpD5yx9QFGpjs+tLybm1yOM6dGnrF9wpcz9A4BQ5F6o6ikGCgV7RawZeWK6JXUYgClXxlVaMcfNxxKmxEOg0G+hw0kZgs+IsMuQA+kEE6mYKxlI75y0mUi1Q1wDIC/+08uHJRuAKh0nGRBvEVb3AnH4n4JV/Sdl6nUL9B+QhfK/xS1uMfA/61cRVfKai9ZrY9hHtJf7wyAgY3j11FRk7Rcpiiql4OCp2rpXvdDmqZp55rKyrchT9UyrgECS20d3onHCsW+ssUadoUeefEttsLZMzED+dC42xG0JtvMal4Eq+skyIUSO9dttGBOhfOsRYc+ocB2AzgknnDD0jy3RXsCTp/MzC4YtzywSdh89cMEFF8wqR9lz5GksmsT3CjhVkSRX6K1i7YwGZcSnAlPVcVl/kEV0CSJyP/eWaDsXPPN7hDFA/nj/tEnhuiN/gBTX8nHig8eK94uwwPC5Hgh9d6PgkTg3sNwLYHFJJWyXxhR1ywP2VLIf65+Uw7EUufOYt82+THF4ZLeaEYoSY0kRr8NwmUImADAALSlcEXUd9MUjUSn3Iq8xYhasAxd3CPw+fYZrpgJwVEhP8pt0JJ6ue/+Mh7fjus1/+30stB3qRZ3GgFP1XFxntqgFkjIY4N/HPs7vabt6Ns1lDplF3nLlc2Q4bfHVbHq/R40IPrQcMK5Lba/LvafIXaa0ZdkTQKDbbtdH/t0DB34Prv88sLDVFcbHKCNICXjyN5QKz6M6WVnfAkOVV5x9QWEDNlB8hBJ9xgEK11dbpv+eM6WYjiJwHhoPipkzRAMweDrWU4tEnjw9mAbKlaunLUDiMBf3B+rmuByXBJM+hvRJXgIeNqmMhTZP/kxErsRdKSTv85xccWH4s03ay4gUfMI+D4uLsui0itjwHR6BXwUyJAMnnnji7gw6l728FxHRYbVJ/YT+P//883e9X7V5/PHHD1vC+vQZr9LTCNynGws8Yb9P1tHxsaI2Qn2QHOg+bn7zm+8WoXpNlDs0pCMYCwdLTqlfNx3xWOho8khTysMU4OR2qPqvtZ0KhKpP1Rf4CZ7DaaY2KJcRyUVvkRfkjIhrTmJwx/zal8kvdbUezRZ5Os1tObVWRLkYZ79/n12nc3BQFLX2mifXGwkEMyKeQQHsr8vpvkSe/MG5p1ah+Hz4KAxHwfnbb5aHkKHsCl274RdVqUA8QWeIKkKTNQjObBWTcx2ULIaLbUbO2LoC9eJYN0w+ng6WfCz1of+AQJiP+/AoAkxF37JAPCMIGZ1baHvUclKc19xBGIsMV4rDj2OfT2nW76wpcPBEzQQ86rwKkBPBp4An0lq0ndOPe5Fg+uwz8fRhjRnklLRfT2+555w6gjZcxpBlfrvh8Vl2eT8esUqvfUyOFvC0XaqiSy2ZEs2NCIkqZ7+3Tcc4bU3VZ87JDASOSTrRbs+Q6XRg6D/6398x+3FbY5E+872aNMY9ZDTK9ZHbNWSH/hGB8j67jvDxrp5fhQ38+bhd3Dh4ckXoA5KpgFTaU/L6bMmh5pTmVDq+rfZxfIIZf5gwGaiZwuqMbtEHj0i5MUmPW4Rih8FayyHQBl6wG55s0xnA23DF7kzqs+28eJX7z2hWgifa8eiZp1daxn2hvZODaZcvtgmAHaiz3yNQLlsAf7YOWHxL/Q7g2x0fjzzB557e8qgR1/RZaXiN3CfrxSgk7zUM8K1HffJ9kNRPqDhd55x33nm7BaaS2VNPPXW3foNxoc4RsOjKGNljxWG2jLnOv+iii3ZrOIjS+TpxtAm5QXRD6M849WeC3IW2R2PpuQo0pcPec/YdCOQ2j0vHHTvlTrI71V576pEnB08eHXJ94AAE2+ZtewqPdZzUX2UgrmIz1XPmm9tfxoyx8UJ1tz1ek8vWAadHdd1WtZ5hPssErz5mWwdP3smeQLuid+bKnKM/yJxhgsfnazi40qk81JbhByR4PYMzdC5NkFEt+ur1GS3wVBW6c00v7mObHkpGgxyhO3Knvw6eMrKWxjAVNterfo8x4EL7Q73nkVEnD03zvyujdEhajgr87+DJwZx7qShbd1BQuq4w6QNKlpmg3i4F4f6fAywHPlkDyJZUIZMxAFcZ0fUoMPfiqUeK0vmo3w6efAJH6gDG3o2Hy77rx+pZ+7NND3mh/aUc9wROyactkOSy5jJZgasq2+FRHewH/O6znt1eeUYlQQdghGM9wuNtUz4CYMuFaS+NeqgEcjlufM+Iq2d8XB+1nI8M1uTMw8puuS3dVHR3Fnhy1NbyjDxKBAPABFU9USp4f/C5ABbXcsXnHqozsivmrMugrfTAK0DjjOzXcTCSRixBVIYVoSrkmOPN+QgrffCZfKL0/mE2KBV5RrYIx7qidwavZqQstB3y2TQu8O6pVSTgwRReV9TJLyhyip2JBjnPoPjhTSI9FHqzYq/zIH10MOVRX+7L5VxbRXIUPTrppJOG6BTkMur1Rx6BYiaPvGLqkbRfM/h0rmbX6fwb3/jGQ39VMwEI8vthzRc+vEeM/5BB/acx1nXPOeeco1ZdZqYfY83z4y0BeV/u5GRJwuKoHCy5gRZl9sMnPfjUd2TNo/4+iSdLQ9zBTUed9v1Y+uXOAr/pdwXg/HyP5Dg48yivp97zBb84LiIPZmR0rvr4/9y7YwMPCnhf/P488uyAMnWmXw884UAMGXVdNceurbXCeM8jcqXAAwFAeY1DhbRTqTKQqUhQZAmesh4DSq/4qAEoXkGSg155GA4uHAVXIfhUlB4J8ihXdf30dHzM3HC5svbInxve7GMVeYJh83nneeui9YWmUev5tI4BZPDqAWTIZct5EMXss1ccBKXM4YXqPNr392f58SghBzheQO5Ggq3+R09wbwmeHMCQUgA8ueebdVguRxgmzvNUtI8x4+MTRLi2j7c/C++XT/RgMdHKECcw9j5kynahzdOUVJ3/dqOPLWO6P/LgJROepkbGcoaYR2jhUQBFrvdFViIjrVmW4qnDKjjgtU7+SYfa14Xy14qtYhKKg6h0ACo7lxkp5NIBjkeWUx+mvGQZStpTdJKn5iqbtpW0nUecel4RN87DZ3Eqvjt4ytwwTJUgKxWbp/EcRGUBp6PSTC0ksKnuI4GLP3BnBo+MVcySY1ZF7/K86rotT9X7DKPnPVWALu+V/30FZ/7311uksC60WXIB57colYP/r4+Us6I3AkSKKDnvefoLPqEOCRAF7+gY3jkFJV8m/1RAnpooUm7IILzs8owuqELuGAk3Kvr0ol2+mKyoqgF0D5s2MYrIQXrVPuasY+NLk+g86q/cwDlQc+CYk0+4Hwd9ola0caG90xSjybNAbsRPkjfZNtXXia98bT23Y7lwcdq1jGphx+B3rulZGPjW+TwBTbWtAKHbmjzW22ScUvevGikxP492kfVW6Y7bbQdx7sD7dat7yv/dsaENdCxRLD5bmW3Xija1mC4HCgZwRkCJVjVMCSh6lJ5a1fdsq/cQqlRJfnrIOj1Lv5/W2PongZqn9zJq5c/F++H7queW+7N/rSjHEnXaH6qeXQUu2I+sUafDi3T9f48qZorbU92uiFMOnFpeW/XdAU6Ll1BwDhjy+txLFpS2jAophpQf2uaajB+Gy1cWz3vJPuQ6UA6m/J79Wbhj5P3P8R3TfQttj3qOJvLjESJfgNIjTB7lcX3ubeY1p0ZFXLazLW/PHWF+55qCDlJa9qRqazUSBeL4rDOsUpc9u1bZsPy09FRvfLO/W38xcNbM5A0l6qwQoLfrKJzwmtcJVNfwcKdHnjJt5wOUD75C2/zWd2bIMUPHr+HpuwRLFdjJvHDeT0bSqhRhjllGKLjvBGLO6NWzqyJT2ceKDxbaPHn+vhpz90B5xv4hciRCEWaEEsOumiDxmI5Xm4COlGuP7GRBOHVGGeH1dZ68L4CLiy++eNiy0r5AiGqVPA2Sk0xE1Dg5aOSN6ESN9J3rJJ87qEFX8G4vj64RSdPsIh97olSqnyKq5lsvsud+Xd5aTk4FohZ5219KPVj973YMkK3nRLSW58grSVj1WxFJtwdZ08h/HmRgW9X/VpkUj/L0+MhTZkTDci1Az7DQLwc6V49oWIKptDFZWpOBgKqf7qhwX72AROXIgSfyHJe5BKFbfTFwC6lVxtkZzoGV34g6zhLz/l/lbScwIbzuywNQY1D119vOFFyCJ1ECwUTnLgDpRXjfWyg6gU6rvqoS7AShHqatct0wUusZZZ+q3xXTLrQ5qmSqB7qTpwhFO79X4XxAlr+4lnqGqk1AiXuPUC4j4OAp662yMBWjA4ii39RCuaGgrgnDBC9zDVeI9LfnUTowc1lxAOa6xOWR1KGnCnUMBgkZbEXdWs/Tfy+0/zQGnPx5YnOYgem86bq2yhhkEIH/sx6pBZ5chryP6ahzvN+byyIlMlWEzJ0zX47jqkWGyKO/1Tj6kiBVUKA17u78ebaqZ3P9OWV0N89r2eWtvdvOb4xOs0WRuOLlHVJe7JxF2q7Ys01XOFn3k5EaZ7IcnOpcD8FnATmDD+OQG9Vx3KP325E5DA8o9GmYfo1k0lwEjHuoQo1+f/48WgjdDUMv8uTPgfOIujFFfaHtEM/Ax9idiFTgRD0UySGKoloMj7Smc0CbqWQBQA6+/RiiQnxyZXzvP9eA73M2beoBwIdmrem/Cy+8cDf6k3oC2cgZTf4Weed9DBWylV6nH+vKlntjjH3Mq+iyjzXPkOeVY10RYHEBTgdDDp6d3Akh2qSIJOBJPEWtG0XPyVtJ8GQa8SzXANBkm5WTnPYt/4cSyOXEiLQZ3BeydnV7Oa/PInR59j64neYY2m5FqhJcTRnTFmaoZMqfNTWaWwFPLU+pOo7QuHuHDnxQED67p2qvAgraetgwUxYeSfJ2E9CwxVCIXBn6YPu1fcAd5fv5ntN2QOXgyJVuMleif6iqRfF7TC/Ahaw1xqksWuCJFEcy/0LboV5U0Pe5fAh0SIF71CmjvM7T6fBom+DJF8lEbnzCB4bE65XSUcmJIDpeMsBvtqTu6Ed1v55q8yJcZjbJSfNaE5+9h7xmfUWOj8smxzqQzVk7yEnqs5SpSi/ls+R3GvAFTB0O4jl5TZwIWXDn2HmJc33rkScRx2W6LO2a82XatVxbCtllP5RgIgFa3jPgSe0weeOILXmQSypUdq+KOAFIU195P72/aaOzn5XNzvFNcrvWin5tJG3nN5Lf/TfCT/jeCzOl4HIA/eaqQfH2uVGiQQlCHD1n9KalHDmuxwTuBWSY39tPVA9TeCEpD80BWDKbM4gzRjJO9qEaQx/LCpFXzOgK3MHT4hlvl+DXTBdnRCo9NmqPxJdaO6kCXWPkIMOVY3qo8D+et6hVs0Ehra8sDuDx2iYIJZ2y5Cup40CgMwB9qpmi4FvbfFE2ck26kmsh2wk4MRzwu8u9j30lD37OGKUT48/D21pos1Tp7AQ7LYeaKJTzpkde3NBXVOnhqi9uz2gfPnZ75ecgZ75AZ9o0t7fpqHtkO2scue+PXLauGfKGfkj7UAHAtF8+Bvl8cnx8f++5VtvquLTXWwNP6aGNGe4satN/pLvy/LyJaiBRMKBEV6K+9eiUjkMx+nWSIR0de1QrQZan/GjPyZnSlazXb7iirAQlhTXHofo99uBbhtSvXQFXxntdJltoHjn/VJFXtrmPyA3Ps/K+kirl5M8XOfDfDp5QsB4JTmcAgMIUbvQAkSFAlHvRWZyqD3UlHu3y4nrGhPQf/QOguUOiNiiSR471vy+mW+kll4Mp05p7Srv1fcpzW2gzlPYr9XJv604xvFjZohZYyKBABZ5yn/OoA5LMhLgtw4HxVHmm4znHbZXX8nlfPPp25LI6SRG/W7NLE0hWfN8CVXn81GfbaqsCrVsDT9x0K9zdiuRkFKViCM71vG1eU5S51F67GSny1AEhfbaO4Pk/3/1T3V/2t7qvan9GlbLtMeBUAVYoFa4z/Jhi7jFPPu+Ftkf+moOq9omt8zjp8AroOrmCpQ2XqaoW0OuOUua85sMjTJIfrX/j0R9mxDET8MQTT9xdVsHr/LgWsuvevCv4ynN3oKdt1mnQpoAc08oBhKlsXW4dUE1R6lUKwY9tRaucFjnbPrmtSrlBllLWPPNQnZvZkIzW5/c8LyP8Cd4TFFWvY8nXsvgai27/8tpJLmMtnXH1sKHeduVwJ19X++fy/rqORuKXObW8a4MnLsyWh+oKyr1HP97bdEVNHjWL4yoGdkbztpNpObZ6d05eW1vqL0DqnJ8AsYpKJcp2RZm51x74bKHgSuD8mFbOuAJQDqSSeqBtoe2Tv4pA1PKEfSaO+NXfReVgo2onZSnfv+W1DA6e+ADUSFf46uYqJNWWV7+gwLUVqS5L5x5//PEDqKFeib4AyHLiBFEql3vuyWVU+5g1WDlo6AGfANHSUd5mSx6TKrmqzp+q8Be52x4Bxt1ueB0szx++yeVwKv2fdiHtWX5y4lNVIJ52IiNKviBnDzxxnKew05a2AI/brVURAXcHphc04dikFogak5M5wCl1qcvlXBu3Z/DEdxhKD8nf+5O5VD8vgUu+eyavA0PlCxYTsFSINxk5wZOnDDIyleDJgZm3kRE0xswNjY9BeijJYPlgc/x6TOHH+T765Om4FtNUHr63vdB2KJ951taQ5lJkR+CDNJfPBKWGiGcMj/o77lIufEtqAIADiEpezZqINBrIFDPhUIYsL+AAhvutZu4BYJJcHn2svFyAMUvjQ+qj1WZ64hlNoo9uOOm/10r1DMYYqFrkbLuUNsPtmwj7hczJvgH2syib87Etvq1AE8e7o0K7lax5n53v04a6M5Q1T7RdgaccgwRTDihXxWQTH7O0rS05aH2vfvee4V7sE+dW69ttbJFMH1DfB7DxxebwQhM8cVMOTPAmfYpndX0ehjOvh/ZbACTRsTN8nuv1HP7x++c87i09B1+KQOSL6PkDSoYdU9hzU3UVKGp5AH7cUmtxsDQGZsX/So3pVSxEd4jYqD4B54V6BVf+eh2Lp5yTr+E/LUIpfr3JTW4yLAZJhCh53YEKH9ZtUkGpCBniRcJEq/zdcYAZb497Rt4SzFdec77fjt+Axpac+dinwUpjwQdwlmPJPXCdVorO20x95f1ZaHvkzxs+clsBb0reeBm2tvk6HwccAJhcmiY/8K5HjXyl8ozcVJNIoIw0JzDyxTA9Q+QgLB36KmhQ2Z6P2SQOH9cMKlQg0Ld7fY5VAGFq+60gwVZfz+KMALLVw+c1EVnHIErEnd6wK5Ix8OShfRcEkXufKNEKWPhKryg7b49ZfTwgbb2w1BdD8zBwK7SZY5oPkD71xj0ftLfP9fP4HFPvR9VX/52Fkcu77bZHDg6qZ49ik9x45AmwgBz6b44TEEJWk/cdPCEzeM8uk36sF8nCH0TAWHmZ45iN5EXevmI5eoGodVVf4vzoPOvOD791DOk7dAvEPeTb1Cvnze/Zn08uHVJFv/zcSnfOSQcutHmqQI3v96CAZEgpaX3cviUIadm1vOZU8MQ5yXPJt/5JmeU4HHj20+98VUsFqNLBgtxmwM/p6FQOgR/bcxanyEbLFuZ/7K+O3xp44qIt8ASTAZzEaORZnXkc4WeIMRW6DwLXcC8aJvMaKFf+eN7Vaxpos5r55p5sMr0zgy9AqI8YU+f5OjApkFWbTrTdQul+TIsxKwDaY4zKq87/PLKAwVloO+R8VSkbwAQRKKK8PBsiogAWirh1vIq0OV/tKUqU0VC2aotwfyqcVNLOQ5I5fRR58vA9s3E8cpPgCflGnwCGcp0llzGPpPlCf/pP4ClryLz/3l4uf5BK2B2iTAu6vPv9+Th5v7wfTgtwOnjw5HyNkw5wUqRXH8CU1/Z6PZ2nzLBr+dx74MltGuQOLHLjK/JX5Au8umzzn/Ol2zzf59Fm+n2kk91pgSEoI60JoHqOftV2C2D17F3LPm4NPLU67/+hhPA+IX8gCT5gCFdMfiMe8oMRXMkR8XFFjvICPBFapC8Z2YFA3ihljFGm71IQ3Eh4vVTFbPTThSrvuRpbZ7Rc6weqFL8zZwWOGI8WAzHm/ubpJfK0P1QBaJSngIEACrwOX6DQ00NFLv05+6rZfg2XG97r6MR5HIOs8WGJAHiO16+I1Gdk3otYcYpwiLLvotQJyD0pFJYk8DRdy/Eh8kR0DmOSclJFgTMlVyls11tjCh2q7lPfW2nGhTZPCQQymsoSF9gHng92SOQZiGrlfY7h+WJb4PV0AkSuf/MVSFA66F6XJ3InI7M1bpudx7Me0ktejkR9mB9Xpfl8jHtgKff5fbVA1ZR9VVvoMZZB2Qp4qqIc3gkRjMbLEPF83dv18125VcZd5ArNGQ7l73VVMKAjc08zudKtlBr7PUfstU+QK3TadfBU/c79XM/TfhlurcbewVZFPq5pPLw937beAM93N4wJjBfaH9DkzgOvh9CikKS5IApb3QD7S0xdhnK9JK4BwNGWNKAT4IoIE3KPQieCJOI4UmhEu/Q6Gf1m2QDSIXjdmpWnj0d5ULqZUgB0qYie2i62XnOSDgI8rWtWESruy42FO0suU742lPcNqnRbdS2/zzRQC22WesZd5O9KFZ/LAQBoA3p8ZXHPQDiIEGW0Hv6QXNAOK/h7uhx9Tx88KAB4cqDOb3eO0nHPdDzbdIwTNBEUuEq8bkz7yTRVS4/0xr0VaaqcfAddLYckbWViDv+4A6ix3Qp4qnKr3jkeKKuHs8/rFVrItacgMoSqdnQdXxLBGVTk6YBckdiRt7fNtRAW2uHe/SF4pMYfWHqKnlpwMJOpDr/XnhD7eFfXpl95HwluM8qEkFX1H7SP4OojgU2PZ6HNUUYPPVoC4NExAk76DXiCt0jhuRFn6j+vTEKpeV0Ox/O8tVXhOLVDAjLIPhEpZN4NP3zPRBB3OjxKluAOI4Vs024Cetclma6n3wKWvOKFlAgROZezlEePgvs1Xed5NMyjBvl/gifu389NWcx7ZYFCFSovtHlqGV5kAjkiaso+B1ItZ9nTXN427bi8Aj4cPLn+TfDkkd+0pS7fyGRGQX15Dvrjcu1jQF+z+Pxalm7kumOOfTXuLfDk+xw4+bbVRsqU36OPBXoL5y5fC7UR8JTT7DNCQm0BnqUDm2pWmnuPFWqubtYX4/JiUu+Hg6aMOBHO93qrDDF65AkvAgHxWRVO9NNrHJyRYTYUakuYWuQKNr2XXhjT78efoxuwTLn4mHlbOu6SSy7ZjQYs4Gl75OC9UgICNIBYvTzXJ09Qc6gaJ5edlszlO7EcROmDVywCVHn6AoXuoAkepyaRInXvC8ehsLXVfWFMHAx6VNjrvarCd/VFbZFa0WtqdMzJJ5+8O2PQwZbLiciNB4BT53nkKl+EjAfujgh6w4EpxPiRdnUjmLoQWsDT9qgCr26E0e0C5NJ9Pku0V1jdKrAWpQy6vNB+Orwe5XVAAJABgHkdMcdl8bkvfuv9gS/dGcpIFPbsOpe98kjyzVIgzLT3/vs1WuPO796xLVvn52YpUI6VPxdtedMA7wWdY9dmvxi49R8dRKGkQmhNgcxtDzwBlhz4JHjylJ0XgTpocZSc13KPwA2Bf/wcJ++/C5NH3vheFbi3GCmFu8eEzkTpMTtoyplRIO/09GlL/ws8ycDpMwehLzSP3Lvyfa48PDqEMZbCAtQAHvjkdHr2e0rdlTzH+SKZDgwA21wPnvJUN/tkdNyZ8vtzOaMvnoLPPrvsuG7wWhM3SJ5KADjRL3fWaBs9hmykrLvDgaJ150gf3ptHRA3y1CnHEF1Lh8VBrOimN73pxvlsobaeTcfWa2ZxNtPxdnmr7FplL9xRz7WYqqJvUt8uP9RXZW1SVQDugM11gqe/SQliI1zXu2xd+7IZvExGYQ0sX6cqxzp1WCvqNLbf5THto5cQOA5JLEIWC7sm8LSVyFMi8fSOfLDTe6q2qRQTPFXnV5GnPDY9CKI9eArUYA03H5ExEd+95glvwK/rxqxC2M7E7lm4l+DetcijSn7vVTG3gy4YJFMn+dyqyByhSvc4/FwvphOTyRCec845S83TlillpFI6eEz8dscEhVgt1Fcpbk/j+fVdyfK/p7Y8baf9DlRELKEAkMmUhohoGWkLolvpwLiST8eGfgKW8IpPOOGE3XotBz7038El3jIRWKJYPh6Mu9qRsqVdB094sKR1eD6SHbWp813WskaTNt1LvuMd77iv/HdlopYB9qgL/MgM0gRJPfs2ZgedB9325LkeDOA8Ikg4T+oz5/v3XByT5X74XU3SgCdxjuBJjr3e9a43tKvZh5Jh6guRQXdycpz5PfZcMr3dSnM70ANken1uZsDY6nmed955g2yeffbZ2ysYb92gUyrfFrXAk2/zeI8UZV2BM5n3qfIKqohSVRTnXoDnojN952AjI2UOnnyBMu8L53pkySMPrciSn+PpNy+wTaarZmskePJ0kUenZBRkEOYi9IXWp4xAVQrHwbLI+RKZyTo2ZI/6KedDETzMIpsOHjz66Qu/et8w/K6489UQDnhY3oT1qTzFjXxmpMoNTTomvkyKjvc0fqa+c0zdY3Z5wLignAGuHrUCPCFTpAa0X7LjNYMeHXf59edZpXwW2hylIa90ragy2j3wJKoyKdUW+fLnnkEIIqZQAi+XEwdF+foW/+02zdN46WjDk1wXubrOda6zC6IoGUjQlE5fNfa9Z0IwwKPsDpY8CADQI6KrfQmeAJzYeh13/vnnD3Kp4MCcWeSz13lqURr1KhpUDVYib2fGjJ64InTl60rWlbaIQcsXhPrLSlG+MBdKmN8wBltfv6MK8fr9uNefhaU5fl7kW0Uc3CPiQ4gVppGC5reDJFfOgCaOQ5lnrhvDAQMKneuY973vfctSBVuk5HvAik+LdpBezRIT9ZaUaCmurNfwKFamAZ2vRewjisQaVHrFC+F99/xUx8NrZnSOfvsrW1jzBpCUnriDJ6/ZcrkB5Ih3faFcHJmMMLj+AHQqpI8ukPzgREjpUhfFsQ6eIB2LfHm6ExDmTg/GgN+kaR760Ifuma8WqimBU1W64A5J5fj3ok69yJO3md9FWUclQv5aL+P2WabYO6K+vuVdkTnDr0q3+b15OcpVinf3Veemg9UKjvgzoDCfZU58y8w4/UYmmdRCMT82McGTF9frHM36dbC6byuM+wBNOT/3uaLOWqhkYH9Y1SejSbTlkaT0fj2E59spH8CTj4MzVzKZexgcPyeEmWFKB0FiFpiJaZf+v2+pWXGE3ioUdK8Yr1nGZAFP+0dzBDrP8chVOjR5vMtgRlcrOckZq4T0AU1S4L4KOp4qx+KIeETXPVeP4GZ6kf8zLemUkeDKcakiZn5t0nSeDpCHKlngFTaUAWTaDrDrBf4e5XXw5LLn4Mm9/oU2T61IE//NsWP5Sb6rwJPzW5aKuG1z5yHBk6ep2QKSSM+1ggHIn4Mnr5VySqftqo0JX1WWxPe7Dczn4JFYt2fU2TKLlq32I5OSU8AT6XGc/6x1Qq+QUdFvit63GnnyC/SMfzJSa/AzQpP5XtryojYiT84A7omipDNU10qh5f6c0Vel/RJxt8BgMqOHRf13a8z9eJQuiNuZCCYjSuTMx28xFXUqbF2pZ+TJmZqoldrM1MdCm6eWp9pSOC5nRIPcgXA5SMXn3pinvXjOvM8rPVTkwNMF+SoYjlFthL4DCHKWEakJokVcQwZBqQHeJ5beo8tVpid1PL+91smP91SeR5zUP/G6Iq04HJKXCy64YNgS5ke+cTK0hIT+lyxqqxl/UtCSQaJQKHYHZVXabh3gvND64KkHpPxZZLosebIy1q0PxyMHvDFAxhyZ82U/srzE09VkUph1h7x4ZiVtZ+W4VKCoSkMe6UxeypIRKM9zOcQWeZZDsqJZxdryWzLFfmbKEXHyeqfUjf7sXHdoHFQfid7ceuQpmawKc7ryzohMRmaq9Ja34wbAUbQXc+fsIQcweS3vQ8tLSIYYS0FWwDIVoee1q/Y8bJpMiIL1qc4smAhIgvkqxA7o8tywL4BJRKvyHrKAcKHtUILsntPi3x3MSDYSTOEkpKNSKWXAE7yglBpK3dvG0ajkUsfDy+6YwMuuqEVeqMr/lZfKsfovV2/OsgGun+OVhabVNfgfGSEVQGRJMuUyjEwpDeAKXYpecpg1T54W53fWEmYKZaHNUkuvVxFJ/56y5Y542iB35HvgiSgRjgq1gACptGsViCLNnQtY+kzWrEnK8ZgyZkcab6sQtYq7W+RygG1DVojyAp5wXABNki1fZgD5oj3XoQ4CXefp49HfrYCnVN7VACZoyjVoQL3OCFX0J/O8PaSOQudambar0mOJph2ccG98x7N0ptC1yJP2GLECgXOjdJ6iQ4HDVFLU+i1vl9wvkSht2a/jOd9rLmi7Whcjnzv37tN2F9o8wbPOb84/qZSQCa81Isrj9Xkua611YVCsKGH4RbUURIC8dgl5TnDvdQlpnPAIAXA+ucHvXdekHor+5MSILCglmuvRXn04nz7A//6/K3G8WAEkIkZ4u9qy5o62yCCFp1LsOl6yxzGkIXLNHNdP6gevtGmlThbaLGX0tgJSCZyQJ5x26odImVFPm9GfzKzQHgAowZO2RHFzpnf2v8rSZGTZU9HIjshnYFdR6Vbk+0g4ef69ijR5m34stg27JnnTDDjZsDPOOGP4/d73vne3zhDQRAkJ9sxnkbdqrNy+OgBVG3IQtxp5cqoGKj1l94YJ63sRqCt0DzFmWM0foit4jEYLPNGnLAz1h+2AxsET1xHBaAy896lKy/m2imZV+x00eX+8aNvX1tEHMOXpOwdRXkjn4CnX8ugZaweYVRh2oe1TKzLi8gYIktJGEWRNkCtqnzEDeIIfkSPtE6+gyHW8t825DpzgMe8jsgf4g/ec93UMW79nIjKAHaJBHqWqZqmlw+JpSPgfXeF98nvxD3UU3B8pArxfpRQAWXjNvko6Hy9bSMqUyULbpcp+VbYhnV63bdgdiq8dRHlKLVPmtJORJ5996quOY0chd/ZdN9NuBbI8MltFinDW3Rb5PdNWlUmpcICDlXQU3OFC3nBaZK8kP0RtcUiIQMkxIdKEXXRbNhbUcX0jwrGZI3NrvRi4QprVQCeDOXMQ3s+IkyN1By9+ffZ5SNJn6KCYnGFSyabhSWRcFcjmp6of8bHJdF1Gu7LOhC3RLhiBNBt1FChoR+IKZzJzIMGTGzSfIt0LpzIe1bNGYBfaDiXA9/3wv/M3x0quTjzxxKHW6NRTT72cxwchY5IVHY9y1nHUzOHgaB9F0cz+Ei+xpowrwnQW3BHQlsJMvENdS5RrzgBoPHLDmksOvnCguH/3uJO30SlcWwCQSJ0+2ifFjBySnpMCR3Ejc1rnTNuzzjprcFrOPffc3QJyd0z8GVZOV+XVp9wtAGq7lMC2sm9s/Vl4ypoV/VlpW9FS8TJORhXdFaXT7PVLtEuAwOsM4X9RTtl3559rJBj3wEAGOPxY+pkgywGbKAGbO2yexke2HaRROiI5kqxJtmTD3vnOdw7y//a3v334T3aOyBT20CNNVamJUzpS3Av3SltbB09sKyarKIFUfjJnnLnivHYVqfH93j/3JD0P2kpNufLiXH/QDp5Q4J47bXkB2W+u4f134cBIAPiokwBEMaOAhfcoTk3QhEL3aZvOaJXyzmeXwtMDXQttP9IEOa+KUFjUSHBORg/hWU89AEKYpZkyy7ke3vfj/P+MZsLLrMgNXxOVSSOAEYH3SZ+5g6LjkUEHIsx8y7FCjpF/xocxw3vlukykcHmjH5ItyZUiTdpSh4FC9+LzMZCU+/xZZ7Rjoc1TBZIqHddzMrFj7sAjU2RGKvDE+fC1p9bdiWilunwJGpa0gL97NkeUdU/VxCjvJ7LsqfJVRLM4D8eL89A1XridESd/RQoRJ4EoT4F7bW9rPcN8VhUY8vKA/Gyl5skvXEUf3ONLRc1DodAYBeWeYlbEO/JtKR7C7h7yS0XvTJaRpypM7qg7t1X6kYgawuNMXoUzHfV7NMCVqUecuC8paTGOmEhbKWztwwtOZJ5LFnhNUyoCB3HZr/Qw5jLYQusRMjGVACfiCXjTZc8Vt8uB+MmP97e2i5DznMoMb7nXS8TF649SjlHwABQiZoAeEfzmM4J8WQMUMgowI07aUtSeThTRgfToGUMBImQJmZMClyJ/61vfOsjXe97znt1ZeEzGcLnKaLk/U98mOWBagNPBR54chLgOJHrqJRTiJV4ejAx5mk3fdXyVDstsB6uFeybFAYdP9BHv+SQejzy5PeUa3GMCe+qGkTXsWjpP6JlLi2iXyySyWzkQHE/aTYBJMid5esc73jFsTz/99GG/Vv0mKOBF3Rn9ajn0KVO+37+vExRY6/UsVWQFpvKIiYfYs3YHhmLQHbk6OPJBd0bwh8nWIzfOaA6ecnZOgqXe7wxFcl0PRaYnXj2QKrrTipoxE8drnCQwvIvHV/1G4QO4vHi3AnL+259fi9GWiNP+0BTDyf8OspxXxBOebvb0MspfRLSEZ45H53LlvIHRoA8eQveiTb+XjCD7ApC0L7lKgI8yJ/3h/UiZSc/adQGyJGIxzjQu3KvGTY6Jz/pBvqTUBTZVzOoKHU+8FQX3360okz/3BTjtH1UGOPeJHIg72Mp6VPEpEVb4G9vhNip5VwSQ9zZdlnxGWq655+CJ/lZBAU/9u72izkof0vaeTqTNDERcGjYVW5iOX9pEzgNA6T6IOOkjh8XfN0eUOpfR8WfUe8YpU/48/bg5NBk8uTLNyFMVIuQh6sYzrA5DaUC0ZU0XT3/Rniu4KhrkYcYEHdWsnEzXOer3tpL58Ap8hgWLAXrINvufDyWjWP7hPIwIRlBMJKUtRpJiF5OpzkL7tWXqpkeafNaBM0sLfc8Bywttn1rRCREgwo/Fk2PtIT1/57GMjibfewTG98OLnloH6PjaRxnO97oMdzwcTMGjHjUSERkCYFEHknKIjPJbxCtTtGWsRKxmrq3k1tc7yxQIYymZE2BS3YXk621ve9tuJMpTk3jmVcTJZW5K5Kl1zkLboymRB3cyRT5TE14WT4hvif4icx4F9kgslA562jdPlzFL1FfY9kiyt+lte+RJ5DPN9F1ywYeZtWmT6Rv1jlexmbFqmxmBvPOO1c2JejOOgEIKwRV1ete73jXYMkWcJHfKqBAM8Gi2Rwf9uWyC5srarMhT1Xn+q/KIic4ZABiDB0DtkHvGfjMVc/k2I15efd8K89G2M5H3gWNgGoyQBAGkDeNRA5Lj0oow0W4rp51j5jUXYiYQOVs8ZAeLDm4rkAvD9/rbizgtSv1gCTnyZ4hSFSEvREoBU4AOJwdL8COKH4DjypP9nlZOb9NrnGiTWgjWf6LtvB/OAVhhMEjRV/3PCSJEx+DzLFwVZQ2kfzBMAqOKNAlEUduk/YAmN0xV9HiOnCwRqMNB1Zi7LnS7RiqO50X0FcBPyjyzGS2b4LzEx2uDWADS1+kDkDi1ylEcPLkzhL1UWzhSAj8izvEU5KqYWedg0d+Z51Fhjzp5oTjyJSBFRqV632o+iznUsm+9Yza+zlPV+QxF5kCxD8VL5MkBS0Zs8vpVPZKfk0ztiLyaIeZtpkfu94UA4E1I+ftDxbMHTOV4+f3RloMmNyB4vRR760PhnBA5zCVGowYqDZgr4RRWvy/3HlKIU1nkuC20Xap4NUPNabDFi0RUZOAd7PjMVPd+aQse9UkbDkgyypup+EyNeyRK5NEtpnDn8dyP6pLkvTITDsCifVoFmCUT3GmSnCA7IkASXjCpP9IDADKiXDgjkitqnASaVHMhr5gVwtFlLi/IR0bMK2U9BRD5cYus7R/5c2s9IxwJn02JnWHCgfgIGapAU+pjd2qr513ZtSxDqXS0t5fX9GiwPuJv2RKtDyfZUPQJACjCZuGIiACFvu6ijiHilJkkorWsnSZZ04xVfRTdpd6QVDkRqimRwank45vftxZ5ciPrv/PiCaD8oaKEYcCcGtkjDH2VvuPcjHTxPUGF99nTFwk03LtkOjUInXNgFrwOmCaFxq/hTIWgej999fCscZLiZ8t/hHMro9ob1yrq5Nsesy5KfXs0N8rnPOSRGQfDXjjuCjB5plp+Q+SL7Lmj4rzLWky+BpPzkMuLgye8ddqnDQEf97h1LIrZZcedJKLApAoAYdy3FLQXeHOPXhjuM35IK7DGUyVjntKpZM+jUFOUf0aeFlnbHrWAbk8O06a5zREv+bIa+fF2xqiVxUkw0csw+D36fSA/pNqolVQb2Ck5HLomM3GJLGXK/5qXgSYAFoGElBFPPeL4A5iUspPsMavO6yG3kaLzsWgBqo2BJzzVrHlyxZDASeRTCR3M6FjqobLjiZIT+PhxziCeUswaLY/uONHvnBXAeVyDtW0o3HbED6hi6rcDKwySb73Gw8fR3x3HQmAocTEZESi8Z58eXXnEPQCU+yoGTTCZ47/Q/lP1TCtD7s8I2dM+wFVGPTmnmh3TAwTeJwdRFWUdZBoh/4i/WZhTLxhWxEmyRXGsZCJrMSRzxx9//O4aO0SKRZIflDJpFZ1HPSFpA7VL+kARJ31njbQETq0aQK8zzOfSeqbr/LfQ3qkCNz3KiLzbm1w2w9vnu2+nXqe63tRITOvaLv8AHYIFCZ7kfHCsR7GvcZmDQnoyHS8fF314QbYiupKvM888c4g4CThRw0stV+KLTVL1vOfwwFqRJy7inpYXr7YULJEm37YUCwrcyWsRKuOQoK0HDKr/3Wj4Nf1ahDd9BgRMJubSsWIinUfxKtOls67Ki+fwlvHAmX7qq6xKufuHiFPmhHlOGMdKAHNccjwcDPcA1ELbo160L5+VK8PKmLus5kr5/N8CYn5+r08ZrfW6Cm+PELzAjxNy4UsY+PTpk046aZA9IlGsmO+1iNRRCWixUCEetdqV4yHl7OvZ6Bqs2ySQpI+OE5CSMpdyZxZrgkwf01S8vt8j9tUY+v6W4l4A1OEAT/783IZVNtDb7/2ecq3cN6bXx65Nv9EZ2A7AEUt4IGOSIV+d3+t/r2q1Xa1MEDKI0y/gpFSdlvyQg6KAAC/89RX5p4Cn1nhOjdi2gO7G13mqQEem76rjRF6g7DfmypY2M2UwFj2qrt0yAJWxyO95HH3yh+qhWn+DM9EqL9b1eiq/HzcW+g4g4v0+UuR8pNgppGOND7+mG0nGuQVOe2OY951jNDb+C22GEiRBLSPs/009nv9bBnzqc3bj4Xzn+8faa+kWBzpEZYlwCTABllQn5bVNyKavmM6SKES2WDXcU3TaSrmz7gzOSToUvk3ngmt4YW1LmaecrhOlWGhv1IpATOH/fL5zgUyvzda+1vfqnCnXqWSPD3aMWeasfH41e0OIL0WCXdOW+kvWJpRDIjumOkKBJ/3WrDqW26kiTvsVsZ0LnNZa58kv1jqmp/hB6vynD8gXqopa54Yrqz62wFPruOyzpx5zLQ5/8Amecp0blD+I3EETq6mKoVhlVb/1HS/ZX7PSihz5/ffQeeXFECHsMdQCoLZHY8ozAUkq/0o+WlGrMYA8JvfVcekkTL3flDlPy+k3M+C8OFdpPQGmk08++ag0HcdJdnSeQJb+R+akvKW4WbtJssesH+0nVV7JUo53ljT4p/esxmgBTocr8uTUer5zrjvnWnP25zFT9H+rj9QP+qrpgKer2+QSEfaI8hMcfeRJkSa94Jcicewa9b2tWXWbotZYrCtnk8FTApyxB1opxNyf9VMc51Ga1jV7UZX8XoGu7H8FqFCMPv1Ss3z4sGYMC4z5KsxVZI379TAmCl5MJqBExInZD6B2apx8HacekGx5sO5VsU0wy76WwZhrBBZaj1pAyMnlZgzoVACqaif/yzZ67Yy11Yoo+35kTWk6fTQDSLLm78TkpakAF2r/qLciKovjInnSbwrGlZIjTQdoUuRJx2mfwFfLQWw5K5XOIzI/1xC0dNlCm6V1QcyYnIxdc855mwARqct9th2zxWXL5GSoblAf1Rkq/S3Zk7xh47zE5VKbrEEGhXdSKrIkeRJQkmwJOEnmJGv6MAnD1ySs5CvvYS9UAd51x3ct8DRVqeT/eSwDlmtUcA2/0ZaHXCmZyhtoAacqyiTy2Um8IVtKm4XEpNTFaIAoKXKUPudyj9wf0SkpbzGcULeYh2UHKAYHPHmazlcMn5oTTq+qGqtMuXi9hogoWo7vEnnaP2qBot5z7/2e6kRMTWu02vC6Kj8XQMMMUT5EaSVTkjcpb5YmwFGRjJGu02/aYoYT/OszgsS/UtySJb3+gRl0RJske/pfH9LwAB/arHTbFM99jpEde24LHR5qOZBjzzl1Z+8Zb1rHOk/7EiYEBZiYccoppwwvDNdWdk4pcckd8uYF4SsrP8HBR9ZUDC7bpoiT5E32DmCVrw2rbNmm7n9KBmodEDU7bZdrMU1Rvn782LEV8MlISY/hxiJO3l5FMIZPu4S59F3M5Kux4gFTU0ERHgsWugHBO2adGV56CHgiNYdCz6UIPKyZ9V+9CFyCJ79/94593Fw4PDIwBtgW2iz5c8jn2op6pNGeqpCmgOIxfsv/Kv3ArCT+88UzmSnHWk6sVCwPGK8YRa7/coFalw8cFckOxd/asoaT5IwZPvrui3ZW95gRtbwvXz4h73UqMGo5OQtth1o2Io+Zs3/senuNXM0hz+Tk8gLImuROAEmyBWjSb8kcESdKadRfj+5+3IIBkil9P+OMMwaQJNAkm6YIFKUopNOraFPLGRsbu1ZgZQrldec8j9kvBp7SyZan3DqmpbSrY6YCJ29jDKTx2z1VFDnerkCTGIlUgvaLuQBUXkDniwaiQJ3JBJoEpMRsvNSXmQgAJqZs5ouMfVymeL0uOH7fjKcbnspweLHslOsutHly8NQDUE69/6pjW8o89+f/HplMJZiz/9jPqy24J1LfkidtUdjUVyhtd+qppw7/S7FTb6HziV4xnRrZkxxJhhRp4mW+LEkgWZPskS73NdL8nqtZwchT3q9H1PjPU4dehrAAooW2SZmiI9IEaCK6q++KNMkpkVxpVqs+p5122gCqmIQhefQoLDVNH7rMMZH90nfJmmRKL9AWaJKM8XJtSlXmFIRviyqwVqUMNwqeKg+q1TE/Z067rTRTdU517exHpeyrtjxNx9RnGIcaCz7UOPmCmA6S/NUQMJsYh2JvgScpdilyKXlqLPCCmU1XvdDXUyY9w1ZFksbGMdMsre8LeNouTQH7U9qY+px6x405LFM8tyqaLJIsSX4EjpAr3htJag5Hxb1efec1ScgK/zPDh6iuvGCBJxWtSr6k1H2pj+rNA95Pv/8xIDklKleN5QKmDo5aduIw6bixvlSRylxQmrWZJGeSMRwVRZokfwJRvrI/mReRr2nIWww++tGPDrKk78iWHBSWIiCqK1lz4FTV1647Hq2I9xx52stzn/16lpYi9OhFKo9M9Xl7ooyMTAFP3l4q754S91lk/oFZpKhZU4YaJwElKXJSCQAqClZR3Pl2eX5TGM7MAmqdiEBR1+RMlgX6rbFDuXtRuu/3dFtG+KpwZ6LwVjh1Ufjbo1b0pzLECXjXVUpjAKr3X/JqUrUOlPouhc1MOckV1+HFpPKA5RHzDizeIq/j9L+uK09XW6W+JTtEb+UFS65Uf4GDwotGffmBKfebUb/WeRlpm6rHen0YA68LbY4q2TlMIGqMqmwDoIlMilJzsl+KMMnGKaIrORSAIk3Hch8stcEyApJBr9E944wzBhkTaJJcCUSxPiFrFlbL6RyWsU2dOXV28NrrPFVGuOpM7q+UiEdR+O37W15b9d9YVCTBkhfOtSJOzEAglQBoclROZMnXffI3XnvESQpcTMUWg+DrNnkBnfc9lWgLxFbPK4vAvc1qlXbqtlrPelHm+09THImebB4kJS/j/coh8ckWKHopciJO2ieZYBarL5LJzFRfa40oLqlwQJPXWvQmv0wZu9Y4t5wL12/VMan/vP1F1rZLPWdjG3I09XnOvbbrcF8fjWUFCAYIKEmuFHGihhBnxWubiDAR3eWNF5IjapvOPvvs3XfUsYyOv4GjAk6bHNOUw5Y8zW1zawXjufBdq3C5MrgJeqo0UZ7T+l2lC1oRkh5ooliVF4hKcWsf9UwswgdwYkYQoMTfLo+CBiyxpUBcW174C1P6i1V7IeQ0jgkkU0FnfUmOf0bg8r1lrefi0Y6FDicdNgDlERkpZ0WU8Hop/JZMSbHz8l/JH2lv3qmle0JuAEeKLKHYJWNMgVaRKhGrXNpDVMlPi983Nc5zwNACnPaHWnbkMMnPVAI0sbQOKXHJjyK4clRucpObDLIl8KTfPmvV7RoOBy/LJorL0gMf/vCHd1cFZ7KFT2ryAMA2x3KvcrKXZz4bPLU8rh66zP8yDTFFCbVSF3PDbR4F89c7EFESo+lDXRNFq76Gk0ec9CHl5otdViCKmXOOzHOq5li/e8zSShFMiRKmAvHj9oLkF9oMTeHvjFzspa1NUPaHhfaoaSLaxNZljpl0Pp3ZZY3IkytworpVpKl6dc1Y1KkVPaqOTZoSTarkqnp2x6IhP1Zo0wZ+rzpyLxEnEYvK+hIEcvxZK01bIr4ZbULGJEe+WLMiTWyZFf6Rj3xk2AdocjndL+DUiwS3orybpMngqXq3U4XcxgCAn++Rj3UQYL7zroqweB99H+/wIaIEQlfRnL/2gVkJ5ICJNHmBN+FK1rnICBOvlNDW03zZrwogtsYi74e6ptYrbXxMqvSnPwdfST2v1QKxCy2U5CBB8iPvl3oLUuGSLckcyxEAoIgMsxI/KTp5vxSAu6xJBl3Gxuqa6Bfb/fCOWw5Q6//Fadkf2k9Dvw0iEABo0kf2S7J005vedPh+s5vdbHdWHUuB8GJffZioJMCkWlx9lJaTfEnmcFSQtY81Ik0HFbVryVTruLlR5o0tVdDrWNWhKbn8Xs3GlJsaOydRqL9CJd/dwyw6f68WIISX8YrZpKgBUV6MSoSJhcAcmTs6b41nNV55H1NqIlpMUoWqq/8WOjjqCfkYTY2o7NdzZmkBori88BcZY+tvdFffiDKh0OXxkkJAkVNXiIPi9YdTac44TI1AtaKAPS+5BbAWedwebTvi1Nq/yetmJoXXFAk8sR6hT3TyVcKRGewY71Hl9US891G2zMtNLr2sZMUzPwdtO1rR3vyvhT98u5WlClreUXai9Rvq3UDr1Sy9tjyKU0WeaB8GQ4H7bDoiTZ6iY8kA0mwCRvqwLhORJ2YCkZ4DNLWYbMqY9NKa1W8HRJzTqk+qXubqv6uxXGqd9o/WSbsdtggFaxwR1WU2D14xr1shaopc6rvkSrN49FG6QHUWkjcpdmRMhGPDdOqUlWrhysOg5Me84sP2LBc6fOT2AbvGkh+awar6QWqcFO3lPx1Heo4FmSVX+qiWUBEnHJSqpilfDbY6xJG7KQGGsfe4bmSpAt/SMbbpSfn3CtBUnW0pjl5Eq2q7dY6IMCW1TkSe+BBtog2UMjPiBJBY+It0HYtf+sKWAK7WKqqttOLcUH0ybm6rcfFr9QzJ2BgvtB1qRQunnteKesxpa1PETFY83ozy+usefAE+fYg08UHmkDERheT+Wpa9Ui/iMzUaNCbHYwAq21loO7RXnTY1WNA6b93n6/bYMynIGmlxX5PQJ11QD8grihTZ5b1z+o6sMRu8ep/q6pACp6l6MGmujZsMnlIpoaxylpg/TBCdT4evOjrGSC1wBtDxqfUthQdzVREnFsH0V6yw6jCL7rG0PODJX53i6zv5ixKrBfh6IK9aJybHqtVG3n8vAuffObe31lY+v6r4dqHN0brpuqqdgyJdG3ljbRlmsLI8gX5L2cNPUtqKMkmJK1XH29dR7siUiKVCtO2l6abyakZeDxMtTst2aZ2UzWGgBE2sxs9MVl6qzQrhkhGl5bQVSJJNU+0ggIkXY1NH2EvPHUY56VEvqrtugGB25Ml/pzGu0k6Am6ntVtSLpnANUa5e6sc4o/kLEYk4+SsUQOdqj0I6ok2AJ2b0gOJzvSfvb+ueq9Tn2DktwDmFkTN9kVt/fr0o4aaM+0JXbKKGySNP1Fvwnz7+ShUKU6XItZWyZ3E+0X5EQrfJ32MA7Vgz4Fdk4NTigynRprFMyBTbMNZv/yBP1BXyIbIL8GHFb17SS7RJvyVrsne5vAf2rLeEzSZo085LYoBNp8NnR56c2RyNeocz+kS4kP97ESbfVv/598rAt5idFB1hTBa/9KXodRxRI1JxLAzmL+tlGjSRppz110rPVb8Z2xyXKoJURYFaYdTeOFWgN58d53g+mH4ukaeFxkjy5qvy8y5IyZp4ySO2vO7hne985xB50oeXZOuTkyumyBeRqamF4y3nj/82TT0lvgCo/SPPkOSncm7XTdNtktwGEwjApinK6681ErFQs7Y+W1VgScBJNk4ymO9TPZYjTftBa9c8kSprpZRaHuLUWoH8XUVN/Hp+zSrq5OgcIOWzfDLixEwfvGFAE5GoFpP1+tZK4eU9tpi15XFXiDoFv2UUKgWR5y/Cs//U4o2p5x00+VozOaOVeyFSK7mSTKHMFXXSd+oyKhrjyXTy8r+eA9c7d69U6YcWEFxo+1SBpinRirFntW3AnQ61z2hF5rzGCbsluULO+M4sceQRmTsovX9ky+nzXgBnjgzOjjx5assjEf7+NICKo3rOGaMxZec3XtVScTzbCjRlqk7tiblERJwIYTKjDgWfEadW/yuQ0woRj41PFVlKYOTRq9bxjFn1f8VQuXZUL8S90HaoBYDXbaP6vQ3SNajDYBVj1TpJ7tAZmtkj2TrzzDMHeeOFosgZvOdOURVJgv9FKZP5Xj2nMQC1bSXeok2nFxaaF3lyHdlzeg+KvJ+eGmcCBjW7ItY9Y8IFskZkF7t2UAtc7jf1wPDc5zp7qYK8QCqnVnRkavu9B5YPtRf54rsXrXsaMWuxiDiRE2YBTOot/MW9XkDn1688ldY9zVXMVWSraq83Zg6C6HsrNOvHtNIZC22HMlK71/HONqrfmyZ3WpikgcOCopaMKZ2gV6lQwCqZQ4m7XBHp7l2vdS9VVHa/qQLArX2Hob9XNkq75fx0EPqudc3sY9o0/mf9JqK3AkuSN2qdkDV/ee+cmqYjjajpsc6rW4k8iRyNcyE3yPmfn1MZ6JZH3QudtqIlGW1y0AQa90gVhd0CS9pHKk7M5auFO4P56yI84lblzEXVG+9zbKYYMQeLnJPRoBy7lqFJ74rxTY8jn2V1Xwttn7YNcrZFvJSUadKkFHQ/qreQfL31rW/d9YKRM5+hyjbflQUwIxJVORVjcjAWiUuZ2Auta4CXCNT2qXL2pzi/B0EZHfN+k24TQMJG6T9eDaaoLu+jU0DA5W3K68EW2uO77Sp0WaH1FPhqFlyGRVttVKFTfvs+D/GLcpmETB+iHIkiUQROxMnzwPmOLWe2KvpUeTEtj7gFKKv7znRCXrP13PKaCX4SnPXOrZ7vQpulKfzi+5Jax7S8xG1EOtQmqXKP+qptlh5QxElbVuCfEnVuRaLGHI9eP9lOTevthfI+escdJsN9RaXW85g79lP5bBNU6X2CAcxKxT7xrkdfJZy0eC5BMOfa0DYiTmnn9nNst/puu7wxEUqxojTG/rC8rUwrJXm0ZCy8WAEYmEsMo3ZIz4mh1A6rg/vCYB7STO/Xr5V9ce8gx9BBX4LKsYiat53XymeR0aPsr4PM7Hu+D68HzhbaP9ovQ7oJo82kC+optH33u989yNbpp5++OzWa9dR8rbYx8ogT/fW+573kub3fB0EtoFx9X2izlPboWOw78qXfiiyRLtdvIk/YNzIsrYjtYdAdR7bI72P2bE7fJ4MnwoCtlFOVXqi21WeqcU4v0R9UBSiyTyhdpkn7LDtfJdxzxVW0KfuTkbPWA8rIV378v9a99IBTFQFrjWMLPJGKzD4nHWuK5linlKWpCqYC0FOe7VwFVoES3gPJGmikDLTwpeou+K818aPXXwf43ucp0ZxWn6tr7SefT41KLbQ56tmmKeftF7X4AfCELEmu3K7xzkfes+o1u1Pvtbr+kU40ey6AWpfX5zpKBxp5qgzzmLJi658q8lSdN6VA1H9n/RFt+cKVgCNvQ8f4EvT+qocqcta731TqFcBpgadkRL8fBKJ1/z5ufp2qf3j6CT69RivvuzW7cKH9pbmK5qCMMGvLiGcUcRL/sp4MjkrLyfJo9EGD9JaDNvXcuedV+mKhg4s8HTT/9WyJO/Xaj6PvetydF+zgJuRqdQzW4/Vka53xmFXzlMotO9ECQS3glB3Om8lUYUUZ6WmBMdC2QJIXS/v/np7L9lqpSb+PBJitono/rxfV4uMzKXxc83uPvI+kSDLCVEXG8pxjTWCuDOTeXu/5TPHMNmUsmE0npQ3v8hsv2PvkwHwsgjTGg62oUctbHqO9gJkpAGrq/Sy0eWpF/nPflHb2+pzmtEGfyAiJ/J2PkGdOWksRzAX31e/VGnpjHfmb8//caPbce5g1284vUF2oAi8tZszfrVBfHpPXy61/sr0KHHFM6/09UxT53BBl9R65jMaJWssq+BjmOFX9z7HJc6rI2GH0wBbaXISD4yuAsYlnzWQMbVXfJMr10faiePeDvH/rGMax51LtTzldgNP+0V703iae0xzglLIDiMrsQL57dq80VRaOjOiRg+Drni0cs/MbA08tAOVRmlZnKoMPaBlbUNMfXCvylYon+yuFng+2tfhelUbojUur39lfj2JVr55w8OQfqFpWoBfNa0Xjsl9+Tra/KPErJm0KLCWRMhCp7qJ1bY7NfQdNrWhTq38teZoDghbgdPDU06UHQZXeTv3ciwaN2eu59zg3SrUamQyxX9SSqXVA09rgKb2xFhiqzhH5FOOMFLXAT+uFv9721OhQghbazKnSY4o9Izhco0Kz2Wf/nSk9V8K5fpRfy9tqCbqfmzVOc5R+rpG1KPXtU/LfXsa8d24lx1OuNUXpzgHs7F/nvqdGdjaRpmi12wNYU+Umdd9eFPtC06ka854Tv2771b4pznarDZdd5+0pNnlKu+vQkcIuTr2unzfnOmPt+f+tZ10FKTb6bruWMqoMctXZRMGtG6E4mghNayGvnheY180+A54ATUSeMtqU918pwpYg+DHV8gr877MjsvYjqRrP6jm0mKIFtlpRvaoIf6ErDjnon2Mo5hyf8tF6ZQo85kWwfv5hoClgKvdNVfQLcNp/Suey+n8dADX2zOfKWotSl28L7K3bzmqDkaeWPpjjYFUy1srwbAw8YeBdEWLsKyNegRCPOnk6KBk4DX1VqNxCtdXD8v7lOb5auFOrmNrHYOz6CWpaKbW8pwrYZLsVCHND6EDUxzafW95HtuHgKVdMX2j7NJXHp5w/5r06740ppN7x6SBVK+235InPtnis1/ZUL3mq8p+j7CtHbc61FlqP8gX31WSi5Jm5zz9/tzIVY220nPTWvqqt6pp74bFVR1/MjTxN0T2pK1pt9mxtBZh831bAU2Xss5qf/f6y4Owgx+XsNK7hkRgHNmOL6LX+c7CQ4M3bFlWrlPeUXYsJelEhzqtA2ZSQq7ddPWwHS1osrQWeeouN9sBTVR+20P5RT0nw/9TQewKnOYahBfadz6pIUw/8p1xsEjxMUcpTf89pZ27blW5YaDvEa35Sz7mzva58+Lb1X0vHt86taC9RrG3y2JENRZ5yLKfohwrw+kfPPT9bTdtVne2hdT9+DuM5s2YUJI9pDWQVqemBmnww+VqXvFZlOHrXyTHjU4Gl1pjkdao287evE6VtpgVbYK0Fnpao0/Zprpz09veU99iz7PWjJ88pGynP3n4LfI2NwVwjNhY5mLJvXQCV+6b8vw3wuNA4eMLGuPPvNOd5jD3DMZs4BxjMleV1+GsuEFo17m9MZ7WO7zlZY/3NczLytNW0HR2oGm+Bkbyx6rhq0BJ8+HXTK8jrtEKaRFtai4QlyPB0F/fTupepi661IlkZBWtRz0upQB73wZIHbsDyNS7ZvjOZp2z139h7yBbaO/UUrh+z18jTXvqXjkf+zn4ncM9oqNMmUsRjgKV17JTfU9qaarA2YdgWWo8UmRfpxdVkUbyUo9KPTi3bUxn8noMxFeRX1IsAT+3PWPt5zmpiim0vkacWaBI5Hmi1ORZ50jPnVTb6zrs4txZ5at1Y1im5cvQb6UVlcnHKPM7bShDiBqPF7C2k6n3NbXXvPWGaQ5yfSw9UzNLqw9h/Y5G2auwqEFa1vdB2aEzhtn639s9VVlP+nwrOKj5zhVcBvU2ChnXvvaUn5rTVa3MBUIcr8oQR9YlDGvtqUUmnnm5sAZbUtX7+FDnw41ptjfVhHfC0l346jQGd6tgWaGrZ6Zbtd/CUKTu+b3Wdp2rgqtd95HkeYXGDntGsSpFUSrj3EFuM7PVUuZ9B9ev1IkwtajFMBUR8PPK43jn+u3XfRIm8niupFUmsru91YwuI2h61lFFP0R6G55EKHS8ueTujupUsVw7SNvvc+p375wLGddpYgNP+0bWuda1h7b9P+IRP2LVh/q64zFRUTuuY7E1xgKvfPZDR2iZlZKYlU1MAzaaCBkc6fD0GQBM0Vdmcnv3lXH2ucY1r7Eag9F2frUSeqhuc6y32gAgofwyA9dqZopRanm4LrOS1x9qf06+MwrVAYe9aPeDkY9qaXdfqV7Wv9SqZhTZLU55PKu6e3My93hQlPuZtjnnBrYkOKUP7ASAOAkCNtbMAqP0hGU6NsQwneo3VuvOl8KLkzal2wbdTwVOek/qd7Zgj7/LYc0jGnLFNgacx/bEX8NS7N/8INOmZ63zA09bSdn5zbuTHFG0vHFell/ycDO/nsa1oTV6jFV1xaq0903pdS8WEPjY5HpWXkuDJAQ99qkBSdS8txnZFUPV9qjAxFv6S5YUOhnog/aBBrfehkmefAYpXD58RPvdXKO1nv33b+n9KG/l77jNZgNP+0fWud72B34g26cP3BE89oDIlEzEVMFTn+nEt4FTZ4k2Bp6nAabVmFK53bvbdQdMYeKrOFSV4uuY1rznwwlbTdr0BnaoseoCgip749xYTt7zV6ru31fMEWwzj51VtttrLNqYI5JQoVPa32pcvAh7rH+f6/R20Yb4y0pyo0BSZ8uNa8rqXyEoVFetRFS2rnKD9pnVB1Db6uoCo/Zlt5zUvPknG7c66UZgp0acxG7ZX8JR9GLNPve+rNW3BHHtb9bcHnnptV+Apa518ctSke1ktFnGhhRZaaKGFFlpoMk1f1GChhRZaaKGFFlpooQU8LbTQQgsttNBCC82hBTwttNBCCy200EILzaAFPC200EILLbTQQgvNoCsseHrnO985VNb/9m//9r5f+xWveMVwbW0XWugg6T//8z93Pv/zP3/nOte5zsCT//3f/73zoz/6owcyg0uyqOtKNnt0UP1baKHDYCu+5Vu+ZecWt7jFzmGhqfbstyfK9xWF9rRUwUILLXR46f/9v/+3c//7339YRflpT3vazrWvfe2dm9/85gfdrYUWWmgL9OQnP3nn9re//c597nOfg+7KlYKusEsV6Lb+93//d/flf/tJWlNJi6yxCNdCCx0EvfnNb9653e1ut/Nrv/ZrOw972MN29+t1FPoIVO0nyTP91m/91p13vOMdXc/6oPq30EL7TYrmfNEXfdHOy1/+8p0v/MIv3HV6ZEO0cOMcuu51r7tzv/vdb+PZlqqPFWlRUfVd/b4yRI6vsJEnPbyDUr4CTIviX+ig6dxzzx22N7zhDY/aP/c1BPtNh71/Cy2Eg7wNPS+H/1ikq858se6xThsLi1Cn8D//8z87D3rQg3ZucIMb7Jx00kk7T3rSk4Yo0Hve856dr/mar9m5/vWvv3Pqqafu/PzP/3yp7L/t275t55RTThmY8tM+7dN2fud3fmf3f6Ha448/fvBek97//vcP53zf931fs+ZJuWSh8zPPPHMIbeq7+qhz8pUjF1xwwc43f/M3D/2V8XnIQx6y89rXvnZSHVWVIxZiv+Md77jzute9bufud7/7kEK59a1vvfPiF794+P8f/uEfdj7ncz5neEHlJ33SJ+387d/+7VFtvutd79r5ru/6ruE/HXPCCScMKZkqv8w1dNxNbnKTnZ/8yZ/c+a3f+q0yH/2Xf/mXO3e7292GmhgtT/+VX/mVO2984xu797fQ4SfxunhAJD7Rs8drzJoieOM3f/M3L5cG0P6/+Iu/OCqaJe9Wcih5+6zP+qydl7zkJZe7vnjoHve4x1E8yGuHxqiqedLvRz3qUTsvetGLhtSE2v28z/u8nde//vXD/7/yK78yyJP6pPtMPv+nf/qnYRxudrObDZ7xTW96053v/u7v3vnwhz98uetzDbUlmf3jP/7jsg5F9/P0pz995w53uMNwrPTWt3/7t+9ceOGFk+5zoYMl+Ew8/fVf//WDrpdefexjH7vzkY98pOS/3/3d3x2et3jor/7qr4b/ZE8e+tCHDs9f+/V/ypLojDPOGOyOdO3JJ5888J+yI0ktXvvFX/zFnU/5lE8ZeE1268u//Mt3XvWqV+3274Mf/OBgL1lJW+1Am+7j1Jon3cdXfdVXDbZQukJyq3vANv7RH/3R7j195md+5s5//dd/Xc6W6T5uectbDscIO+g+ZJ+TuIaOu9WtbjXohFb95POf//zheuqPdNkDH/jAAaPMotWG6Ed+5EeU/lvd6U53Wn3DN3zD6pd/+ZdXX/mVXzns+4Vf+IXVJ33SJ62+8zu/c9h/l7vcZdj/D//wD7vnf+hDH1rd7na3W1396ldfffd3f/fqGc94xupud7vbcNzTn/703eMe+tCHrm54wxuu/vd///eo6//O7/zOcOx//ud/Dr/f8Y53DL9/67d+a/eYhzzkIatrXetaqzvc4Q5DO89+9rNX973vfYfj1C/o4x//+OrzPu/zVle96lVXj3rUo1bPetazVl/yJV+y+rRP+7TLtVnRy1/+8uE4baG73/3uqxvd6Earm970pqvv//7vXz3zmc9c3f72tx+u8YIXvGB16qmnrn70R390uNcb3/jGqxvc4Aar97///bvnv+hFLxqu/8M//MOrX/3VX1390A/90Oq4445b3fzmN1998IMf3D3ujDPOWB1//PGrE044YfVjP/Zjq5/7uZ9bffInf/Ju3zUu0HOf+9zVkSNHVl/+5V8+9Oenf/qnV7e4xS2G8fXjFjr26JWvfOXAI3rmj3nMY1bPe97zVi972cuOklWnr/qqrxp47t3vfvfw+3Wve93qGte4xurbvu3bdo95wxveMBwjvhWvSC6+4Au+YOChP/qjP9o97uyzz16ddNJJA3+Kp3/2Z392dZvb3Gb1qZ/6qZfjwYqq/um3zpf8PPWpTx0+6svNbnazoR/q08///M+vnvjEJw79/qIv+qKjzn/0ox+9+oqv+IrVk5/85NWv/MqvDPcl2bvf/e531HEvfelLh/vRtaS3nvSkJw33ccc73nGQNaeHPexhq6td7Wqrhz/84avnPOc5q8c//vGr61znOqvP/uzPXn30ox+d+KQWOiiCzz7lUz5lde9733vgowc96EHDvm/+5m8+6ljtk30SX0uv/tIv/dLqv/7rv1bvfe97Vze5yU0GvvzxH//xwaZ89Vd/9XD80572tKPs221ve9vB/vzAD/zAoOc/8zM/c1cm3FbITiWvfcu3fMtw3L3uda/hXOn1r/marxn0tkjyfc1rXnOwmfquj3SAaBt9rEh2MeVb9yHbf9pppw26QNeTfbvuda+7ev7znz/Ir8vzrW9968H+QrpP3ZP6Lbv32Mc+dvUJn/AJqzvf+c6rSy+9dPe417zmNcP9y36prZ/6qZ8a7C12z+knf/InBxl/wAMeMNh9Pc8TTzxxOPfCCy9cTaWNg6dHPOIRu/s+9rGPDQ9NHdUNQeqgBkBMAulB6XwNKCQFJBCjgQZI/PVf//Vw3J/92Z8ddX0pxlve8pa7v1vgSfv0IJw+/dM/fWAS6A//8A8vB9r0QO9xj3vsCTxp3+/93u/t7nvzm9887LvKVa6y+rd/+7fd/dyjX0eMnfSv//qvw3ECQW4kNN4SbOiCCy4YAJUz9iWXXDKAJCl+JwmamDj3L3TsEXwo4D0GTgR4xCNyEuSYSCak2C6++OLdY+55z3sOhuYjH/nI7j4psM///M8fwBH0uMc9bmj/3//933f3nXvuuQNf7QU8STn6uQJB2i/Hwx2NJzzhCZe7TiU/T3nKUwZZede73rW7T/cnnSX5gF7xilcM7blB+6d/+qdh3+/+7u8e1eZf/dVflfsXOnwEnwlIOH3Xd33XsP+1r33t7j709Bvf+MajjhUIFzA4//zzj9r/wAc+cOB3+A779sIXvnD3GDm9Agtj4Onv//7vd52gJAcQAu5uU7fZxzngSfsAcm7fhAFc9pBnv04lt7//+78/HPeP//iPu/sEfq997WuvzjzzzN19p59++uDcuC555zvfOThNAldOr3/964djc3+PNl7N7IWpyn8qjCbeUzoOUhpM6ae3v/3tu/uUGlBI7hu+4RuOyv0+5jGP2fnABz4wpLVESgWceOKJO3/wB3+we5zC5H/zN3+z84AHPGBSH7/jO77jqN9KW3lfFI7VtR/+8IcfVcf0yEc+cmcvpDShwoOQxkBjoaJepewgvnufFF709KXClkpT6PzXvOY1R/Vd6Yw73elOu/sUlvymb/qmo/qi8brooouG8T7//PN3P3pmur6KAxe68pBk75d+6ZcGvpA8aEkDhfWVyhC9733v2/n7v//7Ib1xySWX7PKL+PDLvuzLdk4//fQhNYAsf+7nfu7One985932lWZIHpxL97znPY9KZyAn973vfYeU81T5UXpDfdcSDtJNpArOOuusIQ344Ac/eJBVSOlPpRYytafShC/5ki85Sn6UCtC5i/wcO5R6/dGPfvSw9XQ1fKB0LiTe+cM//MOde9/73sN35wPJxMUXX7yrm9XWaaedNqS8IZVuPOIRjxjtn66h1NOP/MiPXO6/KS93348+9khjJpuU8ilbrjT6VLlVKlX9lm4R0W+V3KjMRenGG93oRrvHyz7e6173OqovShMqBSo95mMh/Xeb29xmltxuvCrTB0MkBaMcpABP7ve8pWp61PmcnSZgwf9Dh692tUFZ/t7v/d6Qi1X+VgMiQDEFPJEvdjruuOOOqlPQtcREYhwnPYy9kGo/ktk1Dqq/yH0i75NqM57ylKcM9SkyUj5JUgLgfXdGbfVdxg4GrgijudCVhwTsVQvw53/+54PCFFiB3vrWtw48pxpGfSpSzeKNb3zjgQfdGXBnYdO6RTRFft797nfv/PAP//BQn5U1ScgPOqaSc+1zJ0Xyo/NUF9Ir1l/o8JPsjpPqZWSHsm7uEz/xE4/6fd555w0O6K/+6q8Onx4fiLfEQ6n/p8jE2972tgEUyAmeS/vVx23JrZy2H/uxH9t5wQtecDmZQm61X/axJbdOklvpsXzm6xTrbxw8VdX2rQr8dVdJkJJXMZiKnYU2X/jCF+588id/8lBgvk7/9ota154yPvKGBJwe97jHDeBIjCYm11hMLcR14pznPe95A+pOWmY7XflIzgwFqG9605sGHsGZgV80uUIea0V7dS62JT/yTBUhkiJ+/OMfP+gKFcTKCVEx6rryI+CkAuKK0kFb6NihVjTHoyAi+EYTpDShqKJP/dRP3TlIOgx9vOoe7J4iRK985St3vv/7v3/Ipiiqq3tSsfy6cqvnK+xQXd8jzmN0aCykFu9TZb0rbJFmQvA/9AVf8AVDZEipu7ve9a5DOuH//J//s9G+KHz3oQ996Kjok7zvgyLNyhPz+yxFhTHlVWTfq37mPnlXIhmAL/7iL95avxc6ttIXSskpwvmEJzxhmEn2Pd/zPcN/mu2CZzbGL+JBIptOb3nLW3YOgpSK0yxgzURSSg5SitIJHTNVfpQquMtd7nI5o7rQsUXiVY8q6VnLDo2t8i2ArHSxwPkUmXjDG94wAAMHZ1NkQrz213/91wP470WfKtC3X33cBikC9Xd/93dD5ElRYyh1i2yYMkpT5Vb3p+d929vedk/9OzQrOH7FV3zFznvf+96japm0UN4zn/nMAQ0y7VokcKW87J/92Z8NkRMdN7XeaQrJs1YaUIsLQhIm1YQcFAklZ6ROY5NLLKjv//qv/zrUrEASuvSQdZxSc5qOrnutwr0LXXlI4Fyy99SnPnXnB3/wB4eI5hOf+MQBdKCgtASAIr5nn312l18ky//2b/+28x//8R9H/d+K0myb8DBdfvRdU7+dlBrR0gTPfe5zhzpLSPWWLIngHrFk7yd+4icudz3po3RqFjq8lHpdelWU9TIVX6mERDVFAh1jMqGaOpamEck5b6XSnHQN8atARJLztKKpyXf71cf9kluRnLo8TsDwT/7kT4b+O3BShMnp677u64bjNZbZrn5XSyAc+siTaiykmBVGf/WrXz2gfj3Ef/mXfxkGywtCRQJLYnIV0amYk9qoTZBSgSp2/d7v/d7hASjMr1oJgRDRQayeqrUyBBSVrlMBngCSPF+tS+L0Az/wA0PditIUSvVJoH791399yDur//RdwOnZz372sJbVZ3zGZwzGUl6KakNU8yKP+lnPeta+3+dC+0+qGfjO7/zOYRVhrWUj0rNX9FXy+M///M+DwyIjo0iv5E2TKRSNOueccwZe1PowWgcNHhSvKrSuNXPEg1LARJf3myS/8jiVclSqTrwvY1KtxyRnQuvRif+1npyO0VgIVDmgkjOnNZ0UpZOj8qVf+qVDVE5esYrJBcy88Hahw0ta8f6rv/qrB34VL0t/fuM3fuOkMhA5G5IT1fhJJqSbpWdVHyf9jM3Qf+IjRT5l35Q5kYxkXW1Fkkvp6Wc84xkDf5Gy0tplLrOarKBr/sIv/MLgCCi6on7tRx+3QZJTZZl+5md+ZnDwVU/5spe9bHheSVrPSf9JbqXL5Nggtx5IkB7QmnOKrKumTbZe2EJtaj034RDWihyl1YanfZ533nlH7dfUSU2hTNLUfa235HTOOeesvvVbv3VYc0FrtWjacGtZAE3R1LoVuqbWbUhqLVVQ9aWaGq37+MZv/MbV9a53vWE6p9bZ+Jd/+ZfhOK3LtM5SBXm/TOXUelhJOv+Rj3zkUcs7MDZauuHLvuzLhqUOdH5OT9UyBVobQ1O7Ne1aU7K1bpba1FIE2Ve1pXvU+h63utWthnt91ate1b3Hha44SxV83dd93cDnmsbr9Kd/+qfDcVrTCXrb2962evCDHzwsD6A12bRmi9aIevGLX3zUuVonSjwvntIxP/ETP7H6jd/4jT0tVeDy4DKudaTG7vtNb3rT6ou/+IsH2ZEMaSkOTUWvlh6RfGttNMmP1nd6yUteMqwHp31JWntGy5xo2rXGUDpLa+ScddZZ3Xtc6OAJPhNvaL0vPT+t6aW1/T784Q+P8p/bLf0neySZkGxoWQ/xhpOm5WtZBE2pFw9qzSKWthhb50nL/ojPxYOyjVpvSms+vfrVr949RvZA666JF9Wm24VN93HOUgVT7FtLnrVu4dd+7dcOy+rIRt3//vcfZEvH6fk5/d3f/d2wxIrGR3bs13/911ff+73fO+igJC1HdNe73nXAA/poXNWft7zlLaupdIV9t902SGHBr/3arx08cSHcY4lUaK7InrznK9MS+gsttAlSsaois1kntdCxS4pWKH2j1FXOBl/oikH3uc99hrcdVDWYe6VDU/N02Chf26AwoNKECiUqzXUs9V15XIVflXJZgNNCC7VJ6QHVLOVrH5SS7L0UdaGFFjpcdk+ASWtXbUtuD03N02Ej1QvpYWhZAK0npbWkNGVSNRGHfXaN+iyGUR2YalJ+4zd+Y3j3X2t9noUWWuj/I9VEqfhUU7tVN6LZvs95znOG5Txycd2FFlro8JBqMHkPntasUk3vNa5xjaEGcxu0gKcGafFILQvw0pe+dFgSQGvYKPJEcd5hJs2aULG9inRVIK5ImQCUiu8WWmihNmnBXBXeapKF0jkqdtfLslV0m5MzFlpoocNDKqT//d///WHWvhbPVhBBwY7Wgph7paXmaaGFFlpooYUWWmgGLTVPCy200EILLbTQQjNoAU8LLbTQQgsttNBCM2gBTwsttNBCCy200ELbKBhXIaXI3ztHuZRv+UAqWNZHU+R1rj7s4xytlqqtlgPINqqSLD/fV/v2fa1P1d/qftQnfegT7XIP3A9tcrzfj/7rjQlteTt5LGPu/adfXNOPUb9ybKvxqcYzx6lF9K96TcdCeyfJWqsUMfcfxGr3FbX60do/p9Sy4lfaSLlqXSP1j5YjkAwlv/MbfaTvrZdk+3nVc0HGq7712qvkVLOHFto8aZV4PecPfvCDA09oqQrpTH1Hv6LPK15z3Zz8MGbHqv0tG5b7/Nhsq7p2ZVf8HXbOrxWvtu7jyIQ+Vdf2sUMu85yk3v22jqvwR14Xe65Z9Pquldy3NtsO5dLaVuQ3Wh1XDcBYm3n8lK233bqvKfuqNv3YFjP5sfmp7rd3rZ5gZZ96/ana7dEyx2C7VAH6KcceBKVDMrZ/HUqZmtpmyhJKuad/WkCtuu6U/kzRYZsAmAutRzih2gowAZqmgicHHMkPOK5jAIr/Ukdnu1P08xiAavXDAcVU8HTE+pljkuOQ9l8f7de52uZ77Nzp9zbH+pXH5f20dAkymtfdCHhigDKywTY/vRvNfcmc+VCy7TEkPgac/HsyeEWta+SDyQha1Y63V0WUKmULMnYwpN8eGeM/vGTabPWlim45Cs+xGnu2Cy3k5HK6yTbnEjoEOdfW5T7b5//q3CmAq2d45jqiC22fLrnkkkFH6h2GH/3oR4ePfisC5dH9Sve5Hud3T19W/JKgIttt2bhWO3ntFnjqAbUEaC3+PTISXeWaPn5c2+1N2pyenamwR9VHvy+1rY9so2eN9FvH+X8eAdto5KmKbDhN8ZIrb7A6xj+Ez+cApzn3NNUrHGNiULSDnKpvPKAEX35OpUBhupY3nR/t5/ip0bueMHhacqHtUstQt2iuLO6VxqIuY3I15xq96+RxPaoUbmvcWgbOr1l54a1rzgVOi5OyPwRI0kLIAk7aVuDJoyeiCmhU+nJqxHId8FS1lZGbqg9TwFOrn9X9X2WCvXDw5FEugMy64Km6dz/OgRKRLoAS48AYtQINGwFP7pm1jH7v3IyusN9rnUQ+uPyeolRayNf/q7wD719uk5m83zyMHItEr3k/rX7SJhGl6jyPAHJ9B1AeGfSxa3khVR+rWiyvs1ro8FHK1H5crwcc5vShBzzSoajO7XnUbjwqYOSRpurareu2+uL/V9eb0u8l8rR/RK2TIlAZeZqatstnt44MzAU0eY2xbesaVRCgxXuVnTtS2Lu09VVmKW2NZ1aynaqPPefSgwn0UYBJH6JMGYnSM6fmaePgKZXJXOFugR837C2EPgU0tcBRKsmxQc992Q/vT6/f/uCrfHKLuXuALu+vAkbJgOzz+6/QfQWIq7Qkxy2e8faop4B7RntdxT2XWgp8yrEV9bzMHnDK/S2+TF5PpVy10dIj6+i93n1N+b3Q9t9lqC3gSXrOwVOl53vgY8yOJLUcfAdOmwBPrWtM6WPVr6s0MigeCPAt/1XgqQrK9Po9FTxxHQd0bLGL3IMA1ByaDJ6qi2YkJm+U7y3Pzgc5qXqovQfun5YRqbzJViQl2/S2nREynOtj1BKCjABVAKwaL4TZ287IUyv/7vVjfu0cl/yPtjy0utDhop6x34/rbfM6c49vjQUKvpJV5CNlswI1U/paGdEeGPNrVeBtoe0RReIAJ8CTF4yPAXz/3nNgpvBPZTdEvYhIpdN7feiBlDnnXqWRUXGs4PY97zFBlLfl13RqjUOCxRxDMjWZsQG4ibYGnlIRVKG6SuhboKfHjHPQ7xiSrq7VYraqjQydJthqAZ9Ev9V9VeCpdU7PA8+2q9/eJ2+nSlt4n1ogcKHtUYuf5pyzCQA1FSz0jh3rx5zzxvhuqoxUY4UiTadiyrWngNdeBKq1nXrfC61PMpj58RKFMcd2Kv9WwL11fDV7bYo8jzniyaM9ecj9lQ1YNcB+BkYqR70KSIzx/Zwx9HMqu06qjuvyvOfI2lpLFfjgOIiqLlxNfcyH48wCMGu11fPKWkAqGYqHWoGKnAGXuVgA1FRG5VpZ6J3j5e3nsdnWVABTMV+SX8sZ3v/XGLggLLS/tE4EZtPX37YB7ynzqeeLXK5d2aY3TCEpVIGfVn96Dlo6HFP73jJsC22XHDC1CpwrnoCmGPO5Rr8qsZgSefLvrf72qLrfyg5luu6I9bVlc3rOHbI51aZVdrN3T6kPHLt4DTET07YKnrxT2bm8IcAA1EvRZZRnivdZMVYOVgWifCDzXO+HD7BfewxIVICtUor+u1qaIY9LJZ1tjQlsa2y87WTmRZHvL1VAYl1AVMlpT7G2QEyLF9cFPGPXGOtP1f+UjUpBZ5oulXGlI6bcXzXGUxR73kfveS20eXJdOwac8rson/dcHm492+SDarHjVhvZ3yn6u5KVql36cmTCzPC8h0o+c1wy+pN6pwJDPfJzcjYdv0nd8fy3Dp78BnqRoPyfwqwKPbYWGxsDKQx45UlWffNBz3PyvnLWWV676p/fdwUkWwt3OQNVApz3mH3peQtjnoif64ok25gSyl5ob7RJsNpyaPZy7ZaXuWka47GWYzTmoeq4q1/96rtrolXKX3KmY/Rf1kL0DKQDs3XutzI2C22f9qrT5kRAfF913EFS2gGnCiAdibdupP3GZlTLPXgblROT/ars2piDXwE+7xf/rWPXJoOnFgjJwWoNMPszJOnHtOqophp7UTWjLa/j167ASDJFttlbOiGZIRW4Pv5qF/cqEjxVIMr7m2ApvYeqf3M8kSqcmsBqoYOhynvz/7ZFe42GzD2/Av29fX6d1uQJfZiqXE3CyHR1fqo+tJ5Fr8/5/wKcDp626RhmRCj3VcfN1dtTnZpeMKDa5zzZCghcNV6B5IXYvqBzBYLG7Jqfl3LSkxc/xu0Z+6eU4Gz89SzVQ+qBidZNbYLxqiLuypPkur7tVff3BtUHvppd5/cOg7G+hNaTYN0JL1KlvVbRoj90Phyj2SEivOQWmp8y7g7y3Aj1QscL7S9VHtdUBbsXGgMBU86fem5Pmfd42L3g7K/LDHKrYxVlusY1rrH7mg4HT4AsTV/Xb2Stup8xD7k3JmOe/kKbp3R0vQZ0v0Hs2LUSMFT214+r/qva8n2Vo5Bt+lhd9apXHeRGMnLta197kKNrXetaR83MZjkIf/1Na/HOtH1uA72PFYCq7jOpFdxYR9Zmg6dWVGVuGy2Pecwz7T3YXICzMixjMxnGPMcqksPHI1StiJOYTOBJTHbNa17zqHf6+IwPmKxC6yL+Yz2SPM4FrOehJ7lg+LY3NgsdDtrP57MXEDUFQPX4tAegEvhnnYOnEFDgOlayKOWPTFXy1lL6vcjfHKDY0n2L3G2XKkM61cms9q0DuHrRphaIafWj9bvFp+tEXY4EeJI9u971rjfI0fWvf/1hH6RV23MdrerVN9g9bTmuSrflOLSAVGu8qnupxmfr4Km6YC9K1CJHlHm9FjNVTFUxSLVCd7bduoeMtqTy9ciTf6/awsMVMtfnOte5zsBkABQAE0gdZsp71TFiLv33oQ99aHeRtwpYzlmbyYGTe++evmitl7PQwdGmI05Tnu2YkzN27rr8k7Jf6Qt4WDJ2q1vdalDmkjU5Lh/5yEcGeZFC1/Z973vfzsUXX7wbCda+Spm6PE5x8ObeZ+XETY0UL7Q+VfZsitPZk7feeT3bWF2jd90qAlP1repDttP69O73KpfZCdkwydpxxx03OCAnnXTSboBA/+crcLBXDpbYJ3umY7TiuwcGyKhk5KlHrehSD7/M0aOzwVNrloqo9aBzWYDeOT2lOIaWW8zoUyunALTWdQBHvWmtOT4O1qScxVBiMDGXmE1MB5PBJGIeZ64cJ+378Ic/vPseJq5TzRjI6FE15j4G7lF42s7vsQWaFzoYOtaexbpgryWTrciTZOzOd77zzk1vetOdk08+eZA1gSfJ1nvf+96diy66aOd//ud/dt797nfvKunke65ByoFrjBkW5LCqu5oyJgtw2h8aA01+3F6irUljwIl9vWhRRlqm8Fi23bJ3U0DfkctkRNEmydrxxx8/OCo3u9nNhigUAIooE+CJdwgSjcKZkU2TTApAcXzKXHX/Tq0xGHu26zzTtV4M7IrFQQ2RGY/aZKSipWgqr6sqIK/OHdvXevAVjUXNKsbq3QtAKwGIHwOool8AJwdPTmI4HS8mE8O5AGX7gKp1ZwBdUQz2sUZjfDh27hhAmRI9ST6qvNUp0Vs/ZkrEqgL6rjwrXeE6x/ehlCVTkhmA0Y1vfOOdU089dXBktNVx+ngqQsofL1gRqv/7f//v5ZwI76PXBqK/1gWKi3ztD02NPFTy6Me37Npe5Tn5p4qi5LFTbGIFnFrHtvq1KtpklqrkR9FeAavWq3BY2V1bOTWyZ6TQ9c5BtSfZnbO24X7S1dYFTi1lWq2r0gqb8X/1EMeU8hg6HjunQuxVuwniqghMMqLfcwWa8nzCnhTeeeE4aQLvoxhNqQYd/4EPfOBy4Ig+ML7rKPE0SP5cDhsTX5FpLnDi2B64GYsYizKimuFvl9te5GVsodyqb5VX3AJO3h/6zbmSHylhyYhkRkodxX7aaaft3PCGN9y59a1vPXi7Akjvf//7BzB13eted/CcTzjhhEHOFJl629vetvOe97znqIJXyapfm/v01YrHnLXWGCy0f9SLShwGeZ4CnLz9BPVTgw5j/WrJ4yoiUTgeikJRRM5rUXRsFpDrt+RTcio7eOGFFw6yqHPcvvXAYWussv+9z1xaa6mClhLL/7jpRI4+o8FD472VRqubS+XUC8lVSxhk2/QhPe7K+832W/31NB9gSB6uzuGN3lLCMEZrtXUXGOozmL1XvZG6Gofqu/9OEJnPzQtmFzp8NAZm+G+KokjQ7224jLRqCJ2X/dyxflce+lifW/9J3gR8BIDOOeecQTEjN5/1WZ811ENJ/iQ/Ut6KLulaUvq6R+3TVh60zuVagCMZBQdPnkJ3p2ovRnkBUtunniGt+F805pTslXe9vdT/retXbVZ97/FkD0jkOZfapCXZNEWOJFsCPtQccv8CVAmyvLaWDzatVx40pW+5rwJ+uc7TXPs2O22XnfHf2bHKAPssLs6rQohTPE/vV+vj/W4pZ78Gs3Pcm0wA07p2C43THlEkoWkxm/aJqVDQ+g8mqlY557uOV2iT9J2Dpx7DTY1C+DjkMQuAOjaoAj+i/N2qh0sZTbmGxCeVovPvPhMUeZ/qIDlVHnXqDe+L5ONVr3rV5aY7S14e9rCH7XrFUtgCWG9/+9uH/0855ZTdmgwdqwiVIlEoWiZnZKSJfUwCkbyv49Hm/S60farsVysrwu8eOG456nNpil73PvW2uW+uDKbcXXqZTcPJuOCCCwa5kS3TPsmOZEXOCLLhwQGfiORRYTIw2LWp48Pvsf6DSap3220NPPmFU0n2gE4Vrelt84Z7nkECC/8+BpR8f+VVM7BVzjXv2/dXgkbbrnyVzxXz4dWKaYgseQG5o3R9/A3gpBGyDwlWW2PcE6CcOdgDsAttjqYov7ltVftdwVfK3vf7MiApY35OHkc7PcdnrN9jCnTMofJ+iFyWKFCVQyP50/czzjhjV5FrqxSEosQO/Px+qvrPlg6oaGwMFhC1PerZljzGqQWceqCpJ9dVG7lcTNqgtGNVEKKlQyo7lf2s+uTHXHpZZol10QSYdJwcEf0nu0aKTqAKu8b52DciV5Ixpc+1VVtu3/xeW/IwBUd439MhnGvbZoGnFhNVkQn3xKrp+8kMOSMvvYDq2jCVp7AIpXNdT5nlOi3eptcZVQCtBZ7mjB1IXaBJbVKgqn1S0GIiMQ734uDJo1K0IUXPDAYfb++fG4rsv29zLPw/B6JL5Gl/aKqi7Z3fclrymB5AzuiKIp76+NR+oqgcIz5GLlvOxBTHqTq+d5+VF6roku9H4ZOKe93rXrfzxje+cYguafar6i1OP/304X9mwyrqdPbZZ++OB/KAbCKX0Fg92EKHh9xWub2pZi5P5Umo5ZDkvuo89H0uG+PA3W1jRoRb11pXn1TtXnqZPWPWt9LeLDQreyYgRO2gtkSXIAdPFIwreqXz5NTIxjHzvLq/qTbY79nbIGW/9cjTlMFuobfqpsfOb32yDVdePBxnMn9rNoCqIle4FTJveRJTHp4/5ASDIHaRgJMowZMDIfbrHH1ILyRzTTFKFVXjnMy3F8FbaLPUexY94NTa1yKOFW8KPElJkjrGAdD31posreulDI15xC1P2/93r9iv68cKJKkAXEsWnHfeebuz8uQ1ywhI+RONEgDTPpyUqk4z+5njNgdMLcBr/6in21pAYwzoV9+nkgN91/k4Ig6eMhDA9zk2bK+0uqwfvrisQJB+Sz94loVIboKvXKpAdpCleFgHqneP3pfWvfv9e0lOAuetRp7ye+XNts5tKfMK9Xtb+duBE1MjXaG7l0nYUFRN/a8UtzNoq+h1ClDxkKvfR3V/LA7G0vYeOcv2tA9ELgXP1E/P4XJ8Km8fw6rflQLB0+55OQsdHsrIRyvqy/dKtlI5wXsCEorIMCNNSo4aPnmMvjIwNX4eDdaWWiCu2asprGgMQKHMaRsniuP1/2te85oBPClFd+655x61NIi/nsXHTAYMo4CxEGHYfPy5tp/fu5/KGCy0fcpIzhT9Vj2n1rNrOd2tvrAV77CEDR/sHfztb5hIu9JzQvZKbreO2NI6OBbSAdQRMvNOMsN9+Dj7AplEoHS+AJSvNO4Omd+jZ6xawInfmVHxiR4eqNhawXgLzeVxbDOUXim+CvlNQYEtlJ5hegcAvTSi/5/30brvFpO2BMnBEN8BdDJAIu6jCiNSC+XrZfDgc2yrcW7RmPfSek4LbZ7GntPU/6YAkhbvJnDy/3wtJIAJSlRbeLKqxcv2KlCf/UoeHLsflzPkwsGT12VoZpAUtr8SqXIM3YHwuq6x8ZziXKasLQBqf6klJ1N13CafXdo0B1JuF9y+sfU+V/p/W4BqZUDIMzw4Sjj7TM5I8OROi69Azv9pm6YApfxdOVkV3pgzPpPBk3tRoqxDSk/XIy4JnjwV5YqtlWdOxvRwvIc1/WW7PED+1/m+Rgvebypr6hiqwZzqRVRePdf083zsqGXyqZo528M/vho5v3O8Wv3zvrVmW1XbsTqAhTZDlaCv2w68788u5ZEP0RW/fvIw7fAiUN4JJ+CvrYCI/hNfCpj49SpQkv3I/vv9j/GyK2Vd3wGdH6vPu971rqN+Q8ifjxWpckXZSJmLdO8+g4gUBQ4cumiJ1B5+qhz9KTQGmFr/TeEHjz5RZ6jvHrGBN0UtIDUmP3PI27g0roNd9wJyX4bAZcX1joMkf9H9GKAZC+b0nBIPTGy9YLwKjbU6nEyYDEknc0Zc3vSUfa2+8pBQhITg2VbXbiHZPKbVn7FzWkydEShAXzIY/7khq5ZWGPMypoCr7P+i/A+WWuM/hwf9mVfgqfqv5QT4QpCE4pVy1pZVhUlztRRTCzj1ogBTj3NDUhlFHCmfEl1FWWkrwWPL0FYAsbe/RUv0aX8o7VT+13OOW8CpevaVIe/p1Iw8eZAA+wBQAahnyYtnWKZccy6tCjtWOTLYKXfUU86yJCSDM9X4VkApf49t9zIek8GTV8lX4fBUKj4rxQcoQRjfYYAECmz9JpMRUtnhLXpEiqJW2vMZavqAdDO3CrUErFL8qVizzQSVIHX6AZNVzJX7siZqDNjmvjQuPLu8Vo9RFzq85HLqlMA9vVbkAY+R41ndXjLFC65V/0QaDwDF2i/UL7g3mVOwk8fymnMVP3Lk98faS6QUXScQpXL+9zHiO7+rSSkQRs5rUxYgdHjJnWu3WWPAaYycj7xN/us5LbklAsVkDf4Tb4kXxcNsiURh33ytMWRvjuPcopWdC/+nXXN58t95fbf5rb5VuMH/a2GLatwTOLWcu61EnvyCWR/E955XmO22bi7Pq7a9G/e2SUe41+yf1kP1Bz5FcHreaI5VztppeQnu8fZAzVSqxjefX/a9amOh7dCmgGlLgVQAOZ95i8fEhxR3snaLAyJSDNrH5A0dV8lsazJG3sO6YN377iCxSoe3rtVyjFr9bF2/5S0nteRwoe1Qa7zH9H5v3xgIr/ikcs4rkEC7DtB9C1j3CRObjkBNOXdVvNKJbeWU9ABdCxdU/+Uxrd+bkK3Z4CkVHoY/lWxLIdMW0SG1x+KQHqnRsRSNsQX4iPTbp/P7x2uiSNOxkjdbikR9lhreamVUKkHgGmMomfHJolWfpeMPNRV0KydbKf5E+1WfEgDn+WN8sCj17dJelRsEUGBGKnVKPD+PwJLG8skH3gf4Sccws47IDbNoNKtGx+jt6pJZRaF0rGROWy0PQGEo8lAZjZ5xyf1jhNz6bBqv6/JUiEeQPNVAWg9d4nLtY5PjXt3LFFrka38pjXzy4hQ+q4CN+Ir/RFnP4yvTt0CVF1MTJdNxRKAkc8ikz77m1V/YOVEvFbYOrRr1RlWgpQJPLSdlDBx5m1OAU+KQTcnX7Nl2FZL0/72DlffqRtrzuF5M5jN1/Lt7A7TFNqMzmY7y0CltetutwunqXseiMS0PNAutvbbJj00Brs6tGK/FzN6/OUZo7D4XOvzEM2QdNH/fVEZlfI0mP9+VIgqdacWsIuw1hlLszAqSbLMorBS7OxFuNHqy0/MWe4YgAQ37Uo5b8lpFjloetP/XMobr0iJv+09jY17xjtsaB93uzLvMpfz1+NCzJBzrE6NEvA6F9DT7Kqc8gcgYzbURTi4PvQhTC0C2AFR1DNQDVJuiyeCpyklWihVqKQ8HTMwg0Gq+eMdcCzTNatqsqQL4yYcPome1Y+1jbQxmKeh4L2ql9oGIltdFuZKsAI5veykRP6dSxl78V31a5ONdMUoKZKutBJuewsw+L3RsUAJvyZvqkuSlnnTSSUetIab1xcTz2krGNEMOBey8BD/icHAeEWDJsGSJRSV1PhEo/ScZ1nE6jwUnkWOfxAEPtoCNU08punzpuJQxn3nb0lMeZUe/ELny67N/yru4FjpclHpuLzoP3U99kvje33oBz8npwFZ5GUnlTOg3x4rgPd4Bx4xPybfawZnRNVnAlpq+rAPcq25fTayd6kVhq+DLun2pgh89p2uv9z8LPCVybHlerQ5mJMgLuik4RXm60uOh+0raVSTGCzRzuj/7QOIiPGgUIobAmas1Q4DfLTScACT76mOaY1MBqNZY90BRz2Nv3U/Vz6TK615oc9Qb2ykeYPIGjgnLCpDuhs9Z5A7F7/JXyRkKXVtWBtZ5agdZxjlCxjAmIkWgsvZo7D6nRALGIlOVTGWEOo2Xt5M60McDXdHq114iUYusbY/mGNHeM0xn220b0V4HSW5nsi/ents1UnjIKO146ln7qEfUfskm+1yeKxvm++eMn6gVROlR69gx2wZVYzX1GpuQqcngCe/KlQyd6HXO0bQzl7fFw2dGDO1L4RMd4g3nrKztFf4ALhQ6OWKmUDMrQcdRxErtk8/AobCVglhPYfiMOTcsDgYT+Y4ZQVfG3kYq4WoM/d59X+ta2Zeso3KQ2arvclo87O3TVIXWAr2+H2Ak8ET9k565AI1kRZ6rtvotedCMOskD3rETPEvESkRtBVFkVvzXdRTtQnmrFoMI1Pnnnz+cl7KU4MSvmXKQESaO95RJy1nxGia/t4p6kSXvQ4KzHnBKYFcZtAqQLbQ5yolDvbqgqToPvuPl0lqJ32eQEnlSlFeyRmYlX4Lrehj7SxuAL941SQRK8i05pM5QpPZ1bisClSBujHpO9mpCXdI6NPW8KaCoZafn9m125GlMCfC7irxUSipBFKjdr+spNT9vDBCISEF48axPSaVNCvBguGQsAFoCDh8TB35TqOp/a6ps5YmnJ906trW/uhfPoc/p+0KbpQRAU59p9Z/LjC+6JyIKxSKtKFkKyUmXOzlv6n8pZxFpd96uTiRXCl1tX//61x9+K/IkPhNA8/Sdy20q2srDzb5MMXoJWPL/1tjxPY1AS/aq/b0IsN9LbhfaHjnfVTK3DpByh5q0HcEBEbLmUSTOcQDl/IYd9JomjyD7+105Vt81sUPkEai0W73Izbp658gEIDIVtIwFCHpgrmqreq7rAKhZLwbOQRmLdvh5lceIN+rv76nqk5iCqf0UqoLUM1+sj+9DiWMwqLMilApS17HkiAWg5CHz+pNc7bQStMpryePHHkxG5FpteDu+lkj2J58D2woI5jPO67QM0EKHn4iq8uJbeN9n3ylipONUFyWel6KXnKk+SWCHd06lYadtr1NUu4pk6TrIm0jgiZoMXU/nE4HCOxa5542H7W8lELnz48S10gDR7jYjplVk2Kl1fY/2LrS/NKbXe+elTkQG3AkBEBH59dcaaatjkDnqDjMKBbkzA/9LvrSf1f6Z8XrDG95wN3vChA21r/9wbmjLX+11WOjIxNTdFCCVz6klg1uPPE1RQInoKsNN/lbEQ8zUkV+H68OI5HVB8A6YPHLCoCQjcw2YDy+AKaH+MmFP2VXC5YBlShQoj3Gw4gCq5VFX3nd64lXkimNcKFvAyWeILLS/tK4iq6Iq7Ede8EAp6pYCJ9LL+f6OOhwcfxEux8JjXnyt30pHaIuSRqak2EljSNZYxkDesb5XQMejxqkX6JcoI8peE1LJjo9Rz+ts/VfJYLXNYyv9OeaELjK4PUqndwxA+fOo7FxmSgD/8GKuaA/Qgv+1hY9z2RD4HfuHo89vz9xQ8qL/9V2yqP/yPY5VRqmnf8bAySapJY8tZ6jV75T53v1tJfK0qYFyxSZyRiP65CFIPGQRilAKlxkIpBhA6/lCQZiT91JxLtfCeOB5YzREvMMKpvX33uVKrf5AM+U3lgZzMJeg0Wkqk085rgWy/BwHcvnfQtunMeU9RhzH+9jEh4ryKPqj70R2WRkcZ0JyQWRIESR5rOedd94QtdJ3ZtpljQZero7VVm1QoK529Vttn3zyycO52sd6NAJWapcolhsOEfWLIlf6OR08Z+LOHe8pjuEUsJPPLp2hPMflPiO+C3jaHlWgKf/37y2D7uAJxxs5YVYcqTtm4YnnRdonvpUsEIGSvGLfsGt+LZwZnCE5IDpO8qb21LauoQiU9ukYtav+YfOoVxTpvrzGd6qOPzKDNzfBx61syFTq2by5NCttN4YEp7YDSIHZ8C4p2OYNzPlSQWoqeGcWKT6OAfSg1EUwM20DiIhA8cGg6BimeRLiJJ3XAk5VZI1rjz0kj/Tk9Ogxj3gqE4w9n0qxt7zjBTjtD415v1OJZyv+B/zzwk7xNXyPo8JWype0HsdL6SqNh/xmapjoLwpfi2JKwd/gBjcY/mc5A4CZSNeR4qc9r2sEJPnLev11UETOPFLrS43kEiM+Jt7vKWH9sehR/t+7Xn5vRZCzbwttniogOze64sApX22kfe4g4LTgUOCw4MRg+/Rd4Ib6JtrnGsggNbo6FjnXfgCatrouzgr1icioZ2yy3nVTuv7IhIlNYzK11/705HNdWjvyNDUCksc68aBQ7MyqAyhRCMeie6zbBMDgeGYWiCGoh8LTBk2jVMU8MDCpOn//HdeiIA+Qpe9VyLM1Q8OFKcejGh//9EBTpjbcG6/Gtnd+qzDe0yOL53tsUoJ6gAk8zDRmEbJAdIhIFFEojIH2CUwp7SZlTS0U765zMCX5ueCCC4b/VetEnZN4idlHpO9OOOGE3egyKQZkGafH6w5F8GeuywbthWd7xnLMaan291LgU2Rskb/tUhV5aoHbipwfXO8yGYL6WWyZjtdW/C9ZIwBA8Tgr8+s8fSQH1EMBpLgeESkdp2sxS5YoFzPYifqqLRwOUuZqm+wNNrOVypxCRxrjNYfHM5sztZ1e+631FNdtdxZ4alF1cz2GyzAnD4wVUmEkEYzl3wnVk9eFSVjbAjTuESeUL+k7Mai2oH7AE8zsNVAOKEhXeK2VvytvjOEqhvIHy75U4KmwXVhzrPPalWcLVdG0FnO1nudChztq5bKmrU/UYLoz05wpJmdNKEL+2gd4UipPdU06hunW7lRwDUWpJH8CR9qvRTNJl+tcFvNjP7KG8QAced2hy4tHoiB/5dE2x7cVvWpFClsyXW0XOjxOx9xzRRnNEZEVIWVG/R/8zn7kkEJyyYnADXZNx5Oy80irjtF+5BH7hs1EtnU86Xpf7LVyRrKGeF0AdWRNB7wVROgFF+b0p2fntrLCOEqgWteo6nB2rAUARP7Gc5SgpxO8vsFTeUSl/DvRI5gAhI6CJh/NDD6RXwNmJkdMHpkaKz7ko9N4VJSKsxflcWXbAmK+zwv6/b9KMVegjE/2a67nvdDmqafMe88BgOHPVkSKHEWJ7KCk5Z1K/lDCLHjJUgMelWLmkGQAmaIOg3dHXnTRRcP/8rSZycesILUhMEbKQEoeb1veslJ+RLnUNkZIpPNJ57mCd6NVORG5b+yYJD9nitL1/rXkO2V3zAFdaDM0N6pSnd/iJXck9F1yQQ0UjgMLyIpYgw0ZQ+4kDzqHxWipi3KHCLtGilDnewqQNdcka8is10cR5ZJeIDpNv7nPdUBU0hhmyP1zbE0rstuyt14qw8eXSdpozVNGOqooSyuy4ufkbC8+zBwQoRQBUUSEULg+9ZOVjP0lpDoGpO4rkwNwfK0MQptM1WYpA08NUvuhj5hYbWMsMESkHz2FkePgvx00VcXZOc6t9GCObytlMBZNYlyqZ5ZRqYX2l9ZRWK1nCHgSoZC1T7yP56ut/lNUSCCGadB4xXiygCCmQyMjyJquo/SdZEXnUMeh7yeeeOLQhkCZ2tFHxyv1wAtO9dH555xzzm5BOffjdYh5j1PHK6NB2zgnwWtFVZp9AU/HFqVedocWPsWe8boi8bNHfj0IgKwJ1Oi7ZIJ0O9ka5AEbpzQcNYqSLWoacXYka+qHfutcyZwAlWROTg79wknJlwpX9+q0aV6dIsdj16yiTAmYvLZ6X9J2rXBab1+F9F2pO1LHA6ZAHMQMAzro0D4UlO8TOSPwnbAnKJslCzLSRR0UXgAgzr1z0nuk9bhWD1hWYKYHTMYiPmlAegzl//txHtnzyFNeM18eu9BmaQwATN3vStv3pQwyS45UNSCKtZdwHrzAlaJvPDVWDqe+g/oM2pZsSTlrH4obDxxHiOJWZvsxsw9ZlmHAW2fmUMqW1/BVEVYnB5bpfLSckZ58tmhMvhPYTtEHC22Hquj/FOodl4Xk2ByiqZItMhy6Juk6AJAIGRGRWvcFnf3tGiIcGMmjtpyDXWMdNu0DZOmjPrHGG/2j1KWa8LWaMD4uU3Oj5y1K+9XbYs+wb/5GE89a8dkaeGpFR3oGAAU+Zvz9ARHG54a9gNtfJOprZxBFYjFMUgQegcoZQTAUNRcU9GUemuPFSPpQxEcIFRDlM/7wPhxspGJ0oNLzNMfAUMXIlRLOVEE+V+43Z/75+YdxUbUrE4AaU+oJAPz4KnJJrYRL4HPFAADjiUlEQVSOk7Ilaqs0m/hYqTNFiZAvHAiKx+XNCthIZvyVE4AnCsvdGPAaF20V3SKFwExXZuvpo+nWp5xyyvBdxwmEkbZAkeNQZXQWuZrjUOyFqjaqgvEq8u6pkV6keKHNUkvfjtmsilrBArIR2EJsGCCJiA8zYkm3aSuZEdjh5d7ifWbjEWzw72qDtdN0vPbhEJFyZ3FcUumKPOkcbRXplR6QvDGppHqp8KVrvNZlG7xc2TlkzoGTfzSujAkTZEiVTqXJR1ZG3/9LZe8RkKoeJz/sdwUIAGGGASCI5QZcMdIPR+ieAvR1oTzc6QDHi78hX3QMQAe4A3gBrgB5olxccAylV4Xf6f36faYiTkGvQpU9VJ4hTMbRnzX3z3NZaH9oSrg8yRX1WATU2wWM4LGiZKVYmKDhywVI8QhcsQ6TfutcXwvKF/JDRsRbRLZIJcCD8B1KnvMEtI477rjdSLTalcL3dd2gVr1edc+9CNScZ5NteDSsOo5j3HHxaDeFxQt42h7l2FZgtRUtTGDVcng8SuPONLW2AB/xugibIoIfeLWLjiPNjqNBJIsP16PWl9ITr2FyO0nWxvmPdaKI/Lbei7cqnLK0TXMB6Dp4xEGTYxTXKf4GE40na9ABUFlKZSvgKTtUkSPSChj1AJSHrjmGwSC8DxABBIGqCfczQMw20AD5KqtEnbw2iWJvkL8DKH83EYzLTCEUOy9Q5Vqs18HsQWZCJOhw5doCPm4AK2bJsfS2sxjOr+nLPXgEz9fO8i3K3dfjWuhwUkYxKqXuqxyLfFFZfbSYJoqEeiYRkSc+4nmBJ/GEgI08V7UtUINHLQ+W9J3kAWCmCBLnsYwBCpz+0wbeuI6THOtlw7rWu971ruF/teVRGwDYtqOkrYivy2dr6rcrdsZT0QXpF0XjAKZzilgXmk/rRPhax1a8hn73VwwBoDwCpeMUpXUHlZmp1BcqUiSZEZ/wjkjAFxFf+IvFcUXIkM5n7TTaFfFCcB2nKLPaltxKjol28VYA+v9RW3+qskG9MRkbx97xaR9FmZrzYADyBUagBIElUwBTmhW8lYLxOQw21XtrgacWWscDJWqUs+/YB3r2yAopOtAmAMpn7nm/q/WbHK37df36eAUUj/OCVf9Ou369HkBqKejW72QethlpwsgkcPIXWZKqcfCEsC60f9Qa72r/FFkde37wrICO2pGyRvG4PAAMvBZKSkg8IwVMChCnx4sykQUcEH8PHseylAgGBb4GKAlEkfJgxeWpyrwVUWj9lw5Lfm9FfelzRpjcC6ZMgFoUpSoBT3OKWBeaT/uhy1zfIy8ZgSISi+MBf+C0exZEQED7FbXVf6yJJsKuOd95kMCX/3D74Kv4Y3+JNuPwAMb+32W22IMCaS/HgFRGpMawRcqUgyXf+ge7xmQX6RMcFMmY37v2bx08cdNjCqYqOM7oU9YEZRt4w/7qFF9igEUxmSlHiBPD78XmMFeuIaPvTOXkmoA1Qqi+NALr43jkir6of6B4Zg9RGMtCZvkKGU+DeLTNkXU1NvndQ5m+bhXbTMllsRw5drZeKM85GjPVtSxF44eXeP5VVBNqAQvOBxTpVSuqgRDPCgzJK6VGSURKgCJU7ZdSooaK99wBnpA1IqrUZziwom+AB7UpmfIZrtqnfuhVL5I7zcaTfL3nPe8ZfqtNjMgm0l4toOURvlyOgGsz04laTO5HW16WzIKJLGao376Mw0LbpZYTP5d6KSrPrPDdI1DIgmSFWXNEZtUutU84MSw7INCl/7Q999xzd19VpnPIHuB8kEJHP7huJ30l3lMbcoLUB8mYZP/ss88eZOzMM88c9vMGgWrx6B6A8vHoyabbsyoowP2lPcPhx5YBmNAlbHV/npEhNbq1gvFKCfsN5o3798pb898J0DjXGc0VMSDIp3eS3gMU0QaAhxkGLFkPkyW4oE9e6Edb7kF6egGjBWL3tTx8UTP65+tCeZ1VRqV8HH2cRDmbiv9gKu4LIMT+iskSNAEoXcAQzAU8bZfSyWjxRP5Ox8PbqSKZLbl1L5loI3ziNRK+arFP3BCPsPglxau5UCAAn+gT9Rsuh8gYfcIIeDRZx0ghUkRLkSttpmxV4+T339JXOVb8j7eaS6n4mj2+ajvgiWniKHeMIqCJNOUCng4HaKqefwYS5gCvBFAegRLfMPONSJPIdTF6XQSfiG/ge5HLJbYia3yrTE2CFF/3jeV6Pn5ZNgVZJNuSy/X0nLTc9vQRss79u33zLTbMC8E1LgKhOHcaT+mnHm7Z+OtZcgpwKvaMmlTHZk1Uhrs9JOfn8qDwKCkaBYgAUPyFizCBvz0eUOPn8DBQfHjFvuKqhwP/f+29B9h1WVnf/bwzIwoShGlMoUWK2DEmJghobBF7jyX2lthQY9SYWKNRUyyxxBKNsRtbEjUJmthiLAnFoMIFDExjYGZghoFBUPnCPN/139/7e77//LnX2nuf55zzPO/zrvu6zrXP2WeXtde+73v977LudUm44t0tCnLXCyMXSm2XFU4OFCEG33LP1gusACbPlMzlCadMA8ey8EEQJsMqhvESxfO8TDWnXwbtjpANjIacUeZe4PyNnKYx0qsn1GqDSN4nVQwXD8vilNWmGXDkv7GsC4qeBExq1IjnlUfl3lwPqUshU2dGQAiPiwN+HYdXFw8UeYwsAUMYTx4o3fu22247AlMiz4GqdBPtck+w96X3CccyS4c+UFsoKko/AJzIM3E5rJS/+oy1BbfhORtUU6ZntIBUDvR8bwHsOY8L9/YICPm4GCvUeGK8kFzgyWTtOo016HhC3x6+du8nhgjgysdn9+BgBPg4qOPlgVJb5H1+/XnZ0m95uySHzLT1MbkK5SUgajlNRJnT5KAR+WBcI6/JV0fQb/WVZFE6S/sEonQMa24ydtNnOyuSWe2vlFELPFVKPUGTg5K8vw8meHGYvUN+BWBJ5EnP0wObu5J4KFa0I27aUAmUAxVnMl4s9yEJnUqvhOxEngOSpQwq5vI+dZCXuUy5Rh9KGPBE0pyH5BxAOXhyVyj3IBl/gKf9UcrVEpc3x+Q5LQ9m3sevgcyJWMuOmjCABxEKzGe7AiYwVnzhX3IlHPCl1eryiIyJ8ECJPHcRj40UJHlXTODA2KINrf5JMOr6yOXeixniLXLwpIEN8ORyBpDKvEIfFJj5QyrCoN1Qz+tUyUY1LjnwTmdCRdX5WQ9K16KWoPiFPCjxGuMKciFiHEO/Z1sYF3xc89STHN9wEog89KctnuY3vOENR5XMAR6+NJrIU1J43hzPEgNUoIktbfGFywl3M4EFmQNAER7H4yS59Fp16JK1k0tWg6clTOZuxbSO3e3OPk/29o5KpqpeAPlDXpgP16IX46NqMkxBclwyexa3dMXqsVyfhedFO2kLM/1YEFVbPE9UT9ZvtU9b4tuAKvoyQSXtd6XrbkyYy8ETORT0AwDJEbt7nriGJ+HRB+R1DfC0O8r3D1W/Pfkag8KPcUuq8ljmPf1Y3/JdvKuPFKdAFMuniHeUHyVel0fKQfijH/3o6fp4i+B/ebNQtt4+LG6sSNqH5Sx+pQYV/CgZ0rPq/pI9KUrtv/baa6f7yhOlY+T9wiIWMQgBDgFvnrBLuQDkTIpYbSAs6YaJGyru3fVcwswr9K3LK4PDAE+7o/SKVAaGyIGHvw8f16qJQL37Qp6X6OOa1xWUPIgnNMNUIF3eH8K96H1PMPd8XB/PfAwj6TtBE8/rRSR1HiFBGSZ//ud/PrVBsoVHSjlR2koP0GbGCm9HgiXPKfbyOO4c8IiKLzMj/aMxjC2eOMkoRgtgCqMGOUW3ePHsNekox/Y8VQjRM90dPCWTeIK0yMEW96zu64yA2xPgxD2xUGEmAEGGBNNCwBpGibYsiMoSJX9D310JU7nZaz4BsLw6OcyTiePOSIBSt1TdEwWYaoEn9zwBmhw8YQ37c3luF305aHeUHhFXcL6FX9zIyIEgQxKV56pyqWd74EWUMh4o3Z/1tJBjFg3GUvQ8Q89bpIaMgxmew0PxlWcVeRaR65j5g0zUwEuGF5gQIPLpVrrLmofQHDyRX4V3C2Xs1rB7lQjROXBK8MQxPp2aa855GAdtTnNOgQRP7u3xcQ0A7p7U3tjVeqfu5WUtRxkYkjH0uo7B+4/x7rlJeS0Hdl7riWPSA+V6xGWPfhBddj5MSM4ji3n7gt86x43tTDeoxjXO83E8Iyr6zngmGQQ8kUOId4nZdYTx9B+ePOTbPYbca2c5T5VXJB/eZ3E5eCKZzPN7uK4jeu7jSjW9UCJ3s6FsycnB88SWauO4w70DeYb0ZHldjpb150wAqIABdW2S1HUtvTysCTxQVHf1NfN8+jeMg1Xh4Ta2gChnMhS3L3eRyeA5ww5L2UOC3tcUXCOHa9BuyENWDpzSBS6+wk2NItDHC+fBT+QmpScqv7NNuUsPKJ5SeFm8rXMUXlAOhPjtEY94xMR/gBSAivKSAFO6jnKpWGOP59Q1tV/XkyKUJwlXu7dHypNn1jnMAEL2ZG3qevKG6V7yPEnu5PVi+Ql9mMpMnwJo0BU+eKA7tHVj0XOf3PPmOU8YKrqfAy+MIDcg/TNod+QgJz1A8KxHGdwId+Dh45obLPlpldJIp4KIa5PnJ54VP2krPpUsibckB4BvH9dyLJUM4CDw/+Bh6hNi+Hh/uHfrTW9601EoHi8vMsbMV3mgtJUMoycwsnJcc+PBDQ8fixjX9D/6APDkXqWsGM7Y5rm87hTg+dGZe1nbDmajIe5xcvCER8ZRu7vhWyEIZ6bKqua7W6rpWQLQ+OwD7uGWhIem0v0qythsqx84Np/F87SwtmmXjoEx1T6vFIu1S3+6Qq9AIOiZ32nJ+qw7n1GX4MmZK71OHg8ftBuqvEJpvDBAUyQWOYEHnNcytNCzuKGW9eyeVcoHAKgc7HnlZPgG3gTY6zcLe6dFjyGDB4m8C/fS4nrX9cm94D5enFLH48XCk8Q5lD7wBNMENm4kuWL3kAIySd4V8gR4wlBBsaPk3du7JOQzaLeURkWme2RCNeMP41x6cHKbpWla3iiO9XGNLR4o1sWj/hp6vzL40Q3pXeJeHurj42N3Rlre8vxY4rIKOMNhQHuQNfckM9aQTsK25dzwe8rTRK0mr93kYXDkz+/j6Sj+bJuMaccGT9zYB3d3R9MofzGOfKH0UKGYiUdmfaTKgs5ClHzHCkVJY6XTvrQocOG59Z3MSzsrcJjhLu7PAEe7YDRmVriL03NXnBncnY+1W4GndHM66nZm8eevEsQRKsCeWymDdkMAfle68CKDvvpfVpdmkJAcSeg6DQq8nb7IJ7PU0lquFDoGTBbfE0lGZWFSRR8rUL9vvvnmo5wdgIlbgCRD6xl0DvemrAH8j3ygX+SJUp6F/idZXefhtlc7yKvyulC6vvKU9FvWsP7Dg4Zco2TJk0CmtE+KGkPE+yHDdQ66kEMHWfmpBrrhbdofVV4+vmNkEgJiJqnnFyE/Wb/PxzxkjXHNx4FqPBS57nUgBQght5d6gvotWQJUMCYD+EWErN2wYL+Pn0RedD6GCwAfD/EDzl8TIEceonKhdB15jlkjT1vWhKV/kStylAi/ESHytBT3AHrCeHqqOM69gx4dy7CrSP+h29YYLVvzPPmA7GiPfc5M7uXxh0jwJPJETrZYlRlCTIbTvlxzDkuVWW9u8Ypa3/0+1f3cRZrH8B9bf1nU2SDUQOK7uw89sdtDCj3w5G5Oz5FyBnImAzhV4MkLufkAMGg3VFmgTrw3Bnk8T7xbroEcUFQW4Ou1xjBsKsXvvNyaiYJC13UoCcAsFl9F3nOzUl8AMjLc4c/h4WyehcHL+REDiXxC+oDvKHpmxxEq53nRXYA0ZImBiRC4K+aWd9ctc+/L6h2v4YdB26Ps2wRPmZeDzAGyPbzWkiFCZvAZAKYaz5L3RQ7Q3Pvj3l2BE12bsDYeHoBORmTSSwZxH29jenzzWpfGNRnPRL4gsddgE7nXSWDPK+uTn5TjGmAQAyxBU0aIEp+0QHIvqrQV8OQvs7qpM5uHmjL3Kb1GdH6CJ59ejLUM8vZiXBmG8Ot4SQAvHQCwcPe6I1hPdq861IGRM51IbXL3Zl7DhcFRfpbOTybL5FQGHrcK3CXpv9Pqrd6ZexEdPHENT0wctDtC8fTAlCs9+IHEyPQaZtgYWdKWZG9fXFTn4KnieHgUPqUd8Jb2s1Yd/MgsU+UX6XrkFaEEkessjUGb1Tba555YeZW0pp2uJStX16VacCaCSwnrPGrQMMABgFwGyekDWOma3FP3UH4JhosIGfUkdgdyLv9VWKaiBKhD1nZPlY5O3egDPUvosNSXA+QcHzOS4rNN5f0k1IzXuDWu0TaMAYCY9uM5JQcvw83uxPDZq1yvFV7MhYQxtgBXl53ne+d/ETJMqA4jBc8Tz0WfShblEcbzhCFSeYt8PPNxjq2/P6cc83rvfifLs+SLzP+zMend8BwaPzaz3N3CxIJ0NAwQSkZzhsuQB8rX6yzxG+TvVnsiWacUkvwv97desOcRuXs3wZPnJGH14DrGrQl4ciap7l0xkVszzpTuxsy+GEp9dzTnOnYLFV5LUJyy5uSKnIKnhN3gQfEWM33wVLnhkvcV4d7H24v8kQvF2l0ofjxTnqfgYS7k0qdUIx8agLSlIK7LpA9eGBl4nrmm16PSPp4VY09eJ8ATIUEpeGRRRPsr+U4d0JKXNWGCQdunfC+tsc29F/Cql6DwYzMUyxiE8U+EQf8DfHwheYwFdzS4U8C9Q8gG4TBkzZcg8yiBA3pvm4cYvR/S8ILfL7WVODjO84wdILGPkL0bfXiZmC1HTTiAINjAx+YK8GRblr7n48jf6rXt3GskcnDCy0TRss8H4ApYeeKl38M9UFjDLCKaXhra4F4c2u3eEg/rwbSZUO4Mkso8PUgpWBVI8nZUMVcXEP/tA6F7xjI04EzmbfOtX6/3PdvMe2sBwEHbpwyJVvl9eq/MwHHPrj7k6/j1fNq9K3VmnJELhdKjBhn5RsicvpOX5/mF8IaXv0CZcm15oAgzeE4ka03B01xT4EUfnU87AHkMGrLeyWmiMCUAyeWTmi+APw9Te8gdGcOLRwjP80e8Xx0kVYZb6ojKcBl0ctQajF0XeykcyQEgm/fr6Q6+JeQEz6RXV7OsqVGma0oWtSX3FU+pgynPs3XvMvLA+qnkQPrkIh3rCdxV3qoDKPoHgn/dSXGJpaS4HhIxdlI+wCdC4TQhmsJajnic0otbURpMrffrx26TVnueqsZkGMqz9dPT5CEiFFjGNbkmL4k8BjxOIHcHTzA4x/h1Em379b2t7sVKgFeBHu8bQE4vvOnXqwQ2r+2htxTQBE8uCOmF64UC5pT4HMAatB+q3pPXgZFCdrly8rADuQSAFO0jbOcgXvupL8OAwQDCYqCAIgwmB/lusCCPVCGmRo0ADfwNOMHLTDgPj6uOoY1eoJUQPLkUAmLpNdU9AI8efvBBBP72diBfFCKcCw34gOv6ENlHFzHYVNeo3vmg3dGcXvOxDRDDx41ceMkNW/JR8b5wPcLVVOemZAcJ4Exk8MLJgH4f25wfkRn3aOFR9fA057ljwK/lk1PcGHDylIHDyOX1NvlY72MQxyBrlCCpnAEth0B+XxIVWxI6XwOyNvY8OVOJyC3Sg/sxvHBPWEW5cox/d08Rn0wU9dkCPqsIrxRbt4pz9hmMzr0cTHEP7/iKIfzjrkVXohUIc1dkgqtenhLt8EEq3ZoJWJMpKhDcAoODToYqRVApDlmqWJ0UqMMt7gaAT1/2JFD9dg+Qyy3J1eT5oNBZa4uaM9on7w987YNGJoSjD6g5xT2p8QTfObjA9S/LVB+1Bw8Ua3jpHORdM3x0vNz/Lt9YxR6upK0edqGffOZR5Tn3XEXXNSLPBXGjJg2Rnpz5Oxy0O8p3kQOz10dCn5Nz5MDHp9szVgGUfVa3RzcImbMuo3jaPU/kCLnnFQMkk8fxLjn/MiZqH7lGOYb7LPMcd3M8cy/XofFnlaxN34owWtAPORZ6YrgDMOf9dAYkDqlkq3rXFaXHeOvgyV3U6XXyl5nKOR8WBnLQBFP6vfxlongJB+bMBFA3S7FQ4dRznbhmlidoeaT848/BtXxw8HAdz+PAMhmrAl3OOHlt73/6IRm+xRTVvgRQ7G+F5FoW9qDdUgImB/na+uKfKUfwFbKDovYpuS5bKFXugReXUggAJYUYBJZI8iZPw8FC1kXygcRDDGwJUVDjzPmQ5G881FjrtMcHCl2fdfcEsvBYi2gvOsRnr+q797UIq98H0wwhZBkIdBwDGQOFy0ul3Id8nRxV78P7n3fqzgEfexjvfKkPD5G5POZ4wxglAIYnFmAGmGKZE/E7RgYyRFtdxtyD5DNhSVPJFBkfhzyMXY0tjGk4SN5k41sCLn9urymYE7L83hUA474JcBLoJICqANW2aTV4oqFsHTyx32eweBJmzm5jS7JcVu5FCXsnOIJPV6OHFbw2lHcgCg2k665V94B53Ndj2+km5NoVAznw8XtX6NsBlYc+/J6eSE6/Aw6973vKN71cFaBzUFeh/EG7JfcK5n5X3syG0YdFOqlk7RMKxNtSvNoK/FC3xr1E7p3CI8UgQA0ZnSPvD4odhS4whafG2w1/M10ZoIcegG+V+8H1vBI3esMNCa6ntuiemm2H4SRCftAtPA9eAe2jLIh7wVO5+uDkHm5yMEmy55nor5Qt9EYlc4NOnlrvIr2w6F9tCZWzpqP4FyBOmFe/qXrttYvcy8J9fRxwfmMcw+MrWSNHEW8nTguf8abrId94fRgrdA2MFY/AeFFJBzsZQnNv1H2Rm8u90pvn432Vy+TPXEVxWl6hxAYpY7m/cg5Ux+4cPCXq80HbXz7KycGTLykCKgZRA4wSYPBwrkTTsiMPKsGTtzXPdQZJixer1gFTWoxusbfAE8emh8ndmflcDrQ8Xp1bB3kO+lJJJ4NUyrx6Br/2oP2Dp/R8+DvF84EHh7Ad4En8RQ0iDBQBHfEUVbRZny1d9oQfAGlU3uZ/QgnkWxG+I38KHsIYErHfy5foHjpPBEgjwRTPEQodS57cLchnC2Jhez6HzvFFhjNUUSnWNJQcQFF4U1sRy7EARD1vkvvnhI5810v3D9oupd6r5A4QzPsXr4hX4UsMFIrAUu2apcEIE+tc6oS5js9xwccgQoaE7yQr5By6cyCNd88dck8RfIlnGaCELnG5z/HL23dYOBAcGHl7HJR5GRwHpYxbnuri7yInzVRjlwOvChRV4Mjf8c7AU8VcmTjmAzuI2F36oF1qwWTyMwwJ6PJq1vkyqnCZgyvAmCeXOgN4SNCBTEupoujd8+NuUX1IRHUm8peZYTmfnZH39u/cD6b1l+7toe9FCX6SQfLZKqarznXhGLQbqiys9ABWSoDQFcoV3kKxu8eJEDcKU8cDUNLL495iiLwNQmnkbuCBcn7X/2q7vF7a+uCBjvBSJITk0piQnlBOk55BZQMYqDLk7Mo9edWTxh0Qidyr58aTrH76GM9TGlOeA8V/3It3k22knQMonRz1BswqwlLlFAFEkCGBHPEmnin91lZ8xIxQ5MadCF5vMJ0G7hECNPn45jyeQMbBezo9fNJV5Y1y77RHgs7Zh7ZWhZi5d6a40OfIi8tNgiffep9UgKnl3Z0b13YOnmi8o05P5KIzYC4/FyDAy3GXOZ3OywOhu9WZ4S1XPA5OfCaRJ3F6G6rOrkBTPjvP68/pDILnjD7iXr51T1MlLPnhOV3xet87OExLoPU9n92PSebpIftBu6PK0zeX0OhTmpENFCkgiHXXWO6EXCPC64AsvCkUBIRXHRjgnaG9bp07v2N1axkXrHCAnY7ToMMg5CEJD/+57tDgQ/E9dEelbF0eIcAkZU8weNxA8lxHEtp1HLV0RBhxrg/xAPq9uAZtcuU/5Oj0UA6cVXRF5InavD+APh9Ah4yACkThkUIWkbUEIz62uEfZQ8hpLLvM+G+ejdw8L+/jvOvGO6E2VrWgjIAv03LOHBYensucqsowTxDlctcy/lN+KidF69y5d79WFjdaniWRWqLD3Ipw03lsEybxRT9hIkBUgic8PIArPD8JLtIdlx6mRKhV/lEi9eqZuZ8DGZ4nFXcFJN19uwQB+zNWjOKDpl+nAkV+vAOy6pxk1uF5OlmaE3T/n5wgwIJ7eQFNeKJQlJ7AzZpeXgkcWUnQ4Ra6GwnaR54SAI3cRhR6VtqnRII/D+EyVmzX8dVaWC7XbqBATB/3QcafgXMhvGxpONK/AEqXOXRCK4zg1x50OuWoejeuM5P/4QUMCwwBZoq7rDl48pwpwn+Zj4eHxgFLepZ4JvY7uNJvZM3bm6kp/EfqC+3HGMHgODz/nFX4MaNFvXHNx1/GH2Qvj++F5pa839b9abt71+do8ZEVEyWY8GOqJGN/8Pyk54nwnYe1sHZ9HThQvqPg7BD3bnks2J8DJs1ZC/lc/nwwXX6HsTyklh6c9MK55dB6wZUCXoKaq3Na79YHP6gSigGeTi+lTHrpDQEO/Yc8KIeCUgSAEG3l3ZGsyHr2xHPW0SNp25We5z26J5dcIxb/xdImfJdWMZM+lIirJV985hAgUM+hdioUqHZce+2192sT/eBhiARPLgseOvBzXbFzPqCI9cQASF4YVMTA5LkePXlt6dhB+ycHE7kfyoE7U1VIT5HHSVtkSXyNVxcQxZYCtx4uT4DixoCH/NIL4+1lfHMPDwYLoTuvG8d3nePpNB4REuFpEqXXKvm8AjL+TO4xr87381oOgt79WuRt8IjZ1sCTh7+S3HORTJeWmiurPN4rifNynHEAGlib5Ha4cvSBnnMcXNHe7HTvQD+/JSzu+vQkbQ8BtD4tRF557CrQVSn4ygPlW9qeiL1yTVegsaVMBp0eyvcHVTILUGD2jUi8JBDFlirbXjWcUAQ5GwArd9v72lquFD1h1T8uR648BeAoI4Ci95pKhARR7DpPgMbBDnqE/10+kSX/uJygUypF7jkk/IeRx7vw+7SUvdOS9zZou1Tpv94xveNyfGOccP3soIOJUtSJcpkjVF7NUPcwPGOUvme0xfnM00lcj+cqHQmeONblO43oSwsvk7ejRfSLOzIIbVdhvjzXt5UxX8lSjofsQ8esGd+2Ap7Yn4rIG+YNrxgLJeqJ18SSUVReXsBnOfiUZl4uoAkmxPKD3HvizOVTo9P74m11tydWfYYjvW8qb5szSfZV9jVK2IXEQycwoANVZ4gWePJzvA0+g9D3b8Jkg/ZL+W6q9+1JoiJ5oNzLgjWsVc4JJ3jdGmSEEgY6XrWVZDXrHAYBFHaCI+d7rF/4Cm8R6135cawPlrONyJuibb5OHqFHkedIoXNSZ7nHDBDo/+Nd8hl/9KuDRDfYlsrLAEwnQ9V41Tsuv/u+dBYwGYJq3wJJGQ1hrAIY+cxZQnnImraUQUC+8P7Amzm+cGw1jrlOJ/eQGet4e914z1qJlwaYynGtItdJnkju/7XObzkZfFud02uP66idhu2qRlQDcH7n3Ar9+QN4wTmUHy8aZkHhApLyhYLauR/5CoQGk5E8QZR92eHpqcqX7KjZgZx7szIZsNfXbg0DxhKUOTBzcqvY+z/vm++nNVsvlyVYw2SDTpYqy7m1D34BpOi3vFModjdOyIOAJGMMECS2wvOeSO7gu7KK3XPkuYhY4BS5zDpueKJcJrgGz+i6ReTGRZVP4QbWkkE1z2l5kwZIOh1UGfe9Y1v7q/echqwfC8Bm7BGP4oki35CPgyfJpb7rXP0GGCFHOB4875AxlHblOEY72Lp8u+GBTDHWPiDqNabToEUVMKrGNb5XfV1ds/e+fDz0/9xw8pIJO895qo6pQFTua+X3OArWfhRxFYpLcOI5RIQU9NLJi3LPFd6bTGxzazFn6UHpJsTj4y/cQ4Aej87E9wReLaqQOH3nA40fQ196Hof3fdX/yUjeNqx9liVg0Bq0P1rr7ZuzkvNY53uF50TKOUJ2mHGD9Utiqy/bomPuuuuu6ZjrrrvuKI/KB4lMzKaIprcFgwdAhAcKJZ8hcydC/yL3mPkUb+TF5YckctrgYZhev7nHSuR5T0upej8DYO2PWsbEGmBV6XI3SuAnIhXSpdX4ltET8S/eKMkSFf+1D8OGfCQvNO1bdwZkBCY9wfn8WUmc7Vucj+bkuLbG6+T7quN6+7y/W5GUfD8V+HKnzU7BUzYgH2bOQmt5cnxbMa2jeBHKUy/K18xDKfMCUcAkv5FX5d4hZ16f6l25OTMeiwIW5TGumHNfMticS7Hael+lN6/q09z6IAQDte5PDNzduoN2S0sNlhb1ZLGl6FvfUSrMfqPGDR4mwI4bPQJUJM+655Sp/xzruUIiroeXGL7DCnc9Q9iRZ/Kit+xDRgFurh8qw2RtP1aepR4YqgaplL30eA0gtX+aG8uSqkG84gePcvj79wE+Z+9xDfiWXEDkD88wM+JwDrD1PKsqApIe13QG+P8O8i5p1ESk//zZ1/LwUr6vgFPluGnJn9fs8tI/WwdPPbdZhWyr46oX5eQz9fhdIfcEK3idpGBhPHKo9D8DvjMRcedktoqRKibyuhZZjyqLYHoxTL9HFRrwZ68YwY/J71zLtymk7pnKhN38gMpZQoNFKgftnqr3PkdLPJr5f8pckieUcr74Vnk/Wv+OmULoAEJ+1JByQ4LZOuR65Cw1Bg7ugeWtBHItx8K5ass999xz1HbtV1uQa1f0eKDy+Tz53Pu82t8irPokHzQqnch9PPzI9TK1YNB+yccz325Cfn46HhjXRMgMW8YJSnawYDBrLjpwYlan5ETneDkQ/51lBXz8dIdCpsLkuHZJsU5eb2JEy+FC//i2Oqa1L8+jL3Oc8/52UEjep/qUFRJ2Ap6y8ZXXiUZ52CuZrgJOea0eoyYz+v4c9KuaFjAoSN4tay8T7+1KhE7Ho+R1DRD/GoXXYqh8nhzc3PpOT13udw9TTlWlT3J/nk/YDgEe4Gm/tIkFvOScNYOD8wNKPz2S2u/VwvEuuWfYl0wij85nkboVzvnUgNJvwhfcB9nx2XMtK7ingF1nuMwB7FzWW7qwBaIcKPk9MFjoK66VoT8l4Q863dTitbmxoPJYsa3GMLwk4pEqokL4jLHMS260AE6CJ5/hh5EjyhzCc8cY53Lc6l0z5a46L50DLmdcw50fbrgwpq2JqKwqkpnIMAGPW2CVF6Viqsr7lNZeKkJvTw+humfFFTlM5Z4mn9Xnz+GDRX44B6sW9M95IPWqD70vq3hzBW68Lc7sDBZ8EjRRJNG3Wd/DE/Vb4IkVvpUHM8J2p5fcGGhRSxYdfHCtBCTsxxPF2nTkQmGRApIoH+CWrL5TsTtBUxXS9jxCebke/vCHH209URXA47Pqqnwqt/pdtlCkkCfGexVm7zu/rreZ/wGILO6KEcJ7Si8A8qb/dLx+P/WpT92IFwatpzWevqWAKfm5d6zLg/OogybC54oEsJyZ+NRBVc7o87HBxxcPGfuEK5LUqfmmGX6+wPElMbN8CZjqgR3vHwBa5cGqzveJTPSVp6Q4cHIvODXj9FH9rZ2BJ6eKOdyCdSVbgSW/RgWg/LxWiC87pJoyuUYQuK9/r7xbtIk2UCTPZxNVYZDKwk9gWZ2TCt4HA7e2/b4wDQmyPu3Ul8LwOh/OgC3whPIf4Ol0eJmOc4+WbPQMkpQ7n66cMlrJjvNztsP/92u5cmUAoYwJSeq5ZATXTH5GRtKz4+3CdV8ZUlyzp1u4H8qbujmAJ0Iw/qwVeELm9sEPg+apJy89QDQHsHLr+YHJG5UTAWrxifOZezo9SdrHNdJaPPVF35l1R97hfQbu0tjKfvG2tD55XGIIP849txg2OAXcOZAylrlaOo5UFJZs2jp48hfao+wEZ4hWuC5BUlp2yTz8x++cPk0NqKoGRRXP9S3HtsAP5KjWXxAzJEQwlb90P9bDAP68fg+UKFY84MlDhAC3CjSJIVDc2ke+Egq95YHyAQshwmJmjbJBu6EE2MehyutS/e5ZzH4NlA4zWvXxysjMynMvrssnsuVKimKb6f3iPNrq+RfydknpiRcl61dfffVRpXE8RfC/ronCR7l6KIJ74pnVdXlOkYcARHixvc3edhY21qxDFLMbLenddTDp7z5DnIP2Q0v6uxrHctyqxrjWuOf7qsRsxixmkRPtYLzLYprIVJbLEfnYxhjg0Q2R308yJNnSf+ROvel8lMVDgksAnvdxFVFxo8f7NMc3wpSUVAH4UPQXZ4EDwGo2o+RSOkTXufvuu3cz265C0tkZcy7sFghiWyHsuf3eGbxwmCbrK/mn9Z+DvJYnLZ+r6oNe/y2hlnuycumKPGdLxxCeAzzBXA6eWh6oChgCnnSerjHqPJ1+qjxB7h53SmvX96enkzAAihzFnQmnKPJq4oSDBI6nzW4kJHBz5crWz/W8jsqLipHgg4nrII5B5jOHwi3tlE1kR0vGSN4U3hZ4wtvEIJUWdw4i/q4GeDp5qnR3guZqXGuBo3QKtMa5Cjwhb14DymXQC7tWMpdjhnucMGzgcyj5sqLDBfmSretVnqdKX7mnCXCU4xqGiudJAp5cP+k7ZVYkpzqHWcA7AU+OBHlYXoAnZjnYyDoqfK+8Ty0U6/vT7ea5PxUoApmznpbityBzOpDBgON7gChftAM4L6fvqL/ymKUnzu+VoAVw44OKDwR+PgwjJtJ/xMT127eE3rL8ANf0d+rgKWc4DTp95LzlspS8xbF4TF2m4F2q+KfnFmXOtdyawxN1+eWXH8kFsqbfLOKbfAaAd4Dk+Rx4RWkH95A1rNwnqpq7twoLVddkxiizlbQfeUX2PJzmXl+8Ug7oaK88TDrvla985RFowtBwz66HElyPuNfX74XHeICn0+MFTsPdxyWfdSaqZNB/M671DHkfxxxAUfVf4xkrATDbTscx6y5neufEIECIG89eeJYcJ8maKv5z78tifFvqcXKqQnceJvdjaDeeJhkokhFt9Qwa5/Aa+8Qm5BfysVft13+6Bp7tNbRxzlPr4Z3ozMrzUyH3nEZZxShdsTuDJZhywJYfmNCZKgePfI7qmf1lZOgvmcr7Iz9+bb9HJm7n7AG3ENxSZZAgnos7092aKHbAE67OCjx50jnXGOBpv+QemdZ+t1wr2ahkFR5tyQOFMFveW7fssIIpoAlIog2AJ5Rv5l1g+SIX7AeAeb4SIQUWUWUZJlfiKESXtZQt+tAHSW+DJ9b6FHL+lzwohCh5e/WrXz1tUey5bpiH7VK+AE0ofIwbXW/I2m5pDpxm1MU/rWhGBZZSJr0EQC+FxL257gzwhbwlUw6eKFGQ8py85+AeWXSwwTUJ0WNsXFqAJh/nWn1bYQba414xl0V3CjB+SeYkI0ryBjT5fsATMsd90imDgaLfvhTUTmbb+UPlPu84R8zuUoQRKjdlAhhH6M4AKGEPzVUv0EN5zAJCoTP7wK1iZ9i0MLIfUoBonzOur3Ttz5X1oBIAeQ4SwEbMkODJARXngMzFRDATnib+Z4FVB02eB9UCT+7VGgp994RsYRHxXqAUdJQoM2WcB90bI2opdpQvx8mLhPeJUgPuHXKPa64SL0tVxMwgQgqykn2dPJ4r15VEsScoxLJ2D7IPDsgDfUJ4Q+fKUqdvPKeJ/pQcCPzQh8zGcY8rskH9nZe//OWTUtd5Do4ImQMSCSdkzR5tPbzOxA7A1PA8nTx5qK0KpTHG+JjCONcyTOBJX2DbU0+c7/27j2eAJsmcjz2Mb14FvIr2pIGOvnd5q8a1cx2PWssDVUVU4G+fQOLjmjsDdKzyksgnxMtLKgmyily6Y8BzFjE0PTdZzyQv9hrv0+o6T+lSq777C3cAk0W3stMdVFT7nemcyTwskW2Ayf2cKrxXhQJ9UOGa3hcZgssk9JYr0xmu8mq5W7U3Ew7mwv3q4AlFDngCGPk2wZMvtpqMngBtKPTdUw8oVQSf45Fx8ISigHfTQIGHmYYMoGGaMgZQJpaiyAFNABvAh4PwtJ7dAtT/uX4ewMNljfNZdDhBoYcAWzLa8vpyHrVzvGI6OREexiOXSR4nfScXkOtiJSM3DpQIH3IMYXbyLvSfy/ug/VOlt52n0PUA9Aq4uGfJDXUfx9wQ8OhIOgU8QuPnIg+efoIzIMc1b7+PZ07uoXEjP0HTuZlPXrPyNjG2ZPpPRjvw5iJrCZ7cU+tGiXt7c8a6Ywdqx+0EPHn2e6JXkQMM9/p4UhsvuMqvyJdTgSvPw+DaKEMd614wZ7TMaapcq8lUDv6q46pjPe/Dj8twXHrrXHE7w+B+1CcVNwMLgAelCwIHNCV4AmSB6NnCcB7zpm3O0LhQB+2WWq5v5ytP7sRrJOtJcqaaLC3+1T73TLk8MwAAoAFCXsPJ8wIB1e4VpX6Ty6B7bHzRYX+uNIbQF55fJaLdbikzpT8NnPSUZ64XsksZDnmXpJilL9RO+lD/aVaO5ETWrRsgUuAOgFDkUvj6nkmsWMbIn8+2g2ifnnPQfin1tu9zEE54WgYG9ZC8yrevPJEhNB+TkKsETy0PjnuDfHZd5d3KfOEcu6qxPI9x73TPq9Qil1MPDXqSto9DyJC+Kyzn+YTa6rfkVOczizxL8ngeV84eT/BE/5FOsPOFgWGuHjpPhO6Wp3t9PBznLynDeg5OnHH4P0FJ5VlKJllC1TM5uPPnzHtUIKkVB05PkydyuwvS/wNUobh74CnrYHAft4q9zk22OePlg3ZLCbxTufn/rgRQ6gmYnE/xMHnxPAZrQmZ6z3iVdD0+rOaOVwYe9MKPPvWe+/IcLaCQM0rRCcg6vIfs5RTmnCXEc3HfSofxH7LEh/vQfu2TLJGk6l5c5Vt4ORDyLwSqdB5JrD5A+Ewgb6/rEPesDdodJYj37z0A5WkpLF6NoZFeoAznObhyz5PnFLVAikc3Wh6m1hia28pb1Dsn2+Lkuqg17uUYx3iWs+cIvylMp3133HHHNLYBnkgUR/c4MPN7pFcL0rOQEoCsr53ZurHnya3f7Lyl4MNfdJVvlJQhLQb5ygWZAInKq95u7zjQKB2alqkzVgWekqGzr/wehCk4z2cSoMSJ4+rDqvV4o1DczDJwkMRvtljJAKMM+3lsuWUF57sd+U67p0oRpVc1yWWKd5zA3sPYzqvu1UEu2A9Yr/jeE065F/fAAwU/VXlX7EcmuR7HITO0Sf+RKEu4wus4cQ+8o7Tf18/TPtz78L2UsaxceZ30wRPglrLLGvmEhBK0xRrmOGS1KkUgwpDMwcvf+6inth/KvnfnwJyTIFNTfFmTBE2+9THPDYJedILvrofha52PHLo89sBSPlc17rnnqeqvSyO9xsdL2uljDNEUySCyRPFlvLWSJf1/5513HnmcJFtUAXePVU6icgO/Zez72C8iVWENHcvzlJ24lFovsQJOFRNlThAKNq0E33pSKB1WbX3AqdrUA0+ObisAhuDA2Byb7kxCaMRysYbd0+SzDnBv8jtLFHh4oNWfnihegadN3vOg7QOnipzXUwFDbrBUxorLRypW+INwAEBK/7vVx/koUx3Htd2A8A/t5TgPAaJsaQfWqgYl7SfRNvNMXEe4THob8JRhnEh+5CnSVvt0TQwOX9rIE8gJKXgSq7bInteL6hmQ+d78/Q0P7/6opeN6uq/1Tl2+Mg0lgQzUevet/fAOcuROgaptridaBpgfm5NJ0ht2LhwR7pny46rxDdnDw0T1fXKaFCLX/694xSuOcpw8ZM54VgGjXj+mk0XkuVdrHAOri2RWLyPRnSuvDEE5uEAhM03Z60v4Nuth6LxkSB9ovI0ZtsuZe35tZ5i8doXIHRR5bDtzt9wb4FOyeZkMQFjDYhAYiyJ7hAI4Bu8UiXSsN+elCXzWjt/PPzCXuzkz/OHA0ft50G4o+bia2eqKin165xrI5Y3ROc6TmUBNFe2c+UruRM6AE8/pWPEbMuuud/jcE2CZ+puDhq6RfOTy4vyaPIslz7IsUrY+E4iQIs+rGX/eB1xTzy9DQx/JGd/d2CABnAkVFL9UCAGwhPfX8w+5D32b5HozDSn/fxgs+6FK1yXl2Abfix/cIKZqtYfr8C6mh8Zznjje00scHKTBkeNYlaSeRn81hkPpLUqDP695zsZjcoWQaR/vRD5LG+NCHxkf0lfaL0+T5FCgCbCEYYJToJpIkTqkBaT8twO+yqGwk1IFLQuqQmse3wTs4BbLWCMP1MqFcMDhYKtCz+45aoGl6ncq+F7MOI8HoBEaoH0uLAxkDEjep14YjyQ6ZuSAyCkC5gALNybgyZE5itwXQvYByoGQv6tE65W1MpT6yZIbK7wL/SZkBI+RqI1XlOP8PSbApyglAIDJGcgwfOITDPSfT+AgpIack4SZoCD5DXkBmLk1ixxxDxY+lVLV9VHgXquFQUXEdGX6D8sXEMXioA6AvFyA9guo6XhZwzqXBPLMlUjjrfIi8N3foW/TezBot9TrZw/f5bhGGEpEuJpxam72OLIlPvOZ4LTFw70+yOc45p7XBGwtcJTJ3y5r3KM1Ecr3X3b+P7XP01W8vW5kudzJGBFo0neBJcmhwnT6H9BEfiGletwAyjFq6XvOSNUS7/5WKownVcjO9+Hih6rZaP4iqxeesxZ4eT0XtysvR8lssw5GgiU/PkMdGafmGAYAhI1rYIU6eBQBasiNILFUW6xhMY++42FyD5R+E7aDyYgFM1j4VGe3eJ2B0nPYevcDPO2Xkp9b+/lN5WyADTVo8Mw4cb10zYuvHOzA7/yuQuZusMD3+njtmXT7o1Q95MC06zRq/B5eBsSNABSr2u9WPaUbGIgwPgSE8DRhlLAOnSejYg27l1fnMgnDvbQOePIZq7534AQlaBrytntKzw77/D8IUO95eRgueGe9tlqOLTkGuccJvoaqmnvIi+cwuuGek6/SS0Rb0As+zvlMszSs/Nr8fsu3fMsjPeBOA7y+8D4pJzL0JXMCRpIhydXtt98+7RN4otCsp58weQMDxetB+fujzS1qydxxoiirFwZ2qsBLDsa8PLcuPY+hpSCc6ZLJ/JquzLNzKm9Rq3RBHuveIk8GTPAE08B4nrznM3ZEzlTeh0zLZGVnB098yK8APJF34Qni7tZ0hJ79zGBTKYhK0Q/wtF9yQNQS7mrgJTROrpwX8COxOu+THiis4HT7u0yn94r/XR51PlO3qZ/i1rADC2SS63nBWnjVE2Dz46DOc7O4lvoABS4AJDmTPCFDXscJixhZk2V80003Hckndc5y5g66oOcddL2V79nfzZC1/VElX61xjXeRMzzR/3hDMxSeWy/N48Anx8oqD9WNjQRPPm5ltf10QLC8S85cT09URlb8HpfYQsNVfqHP5JbMaBxThEQASQng8jLddtttR+CJhPHK05ThSyfXKf67Iu/f3rvfyfIs3kEiBy/eiZVyBUy4Jetbv4eDJ2bKwQAezsv7JtGGZNx0c1b/E49m5o3u5wX+AEzppqxAi1MmirsXCctXip0EVpjOZ915AnnlaaqYw92o6cZtee8qYFwB6UHbJQe4rtAqCznfM5Yas1HEx+KTSqnkQA3fp1u/xdst4K3zBTwIqaXl6jJH4rc/H9dzT25LKcLTyLnOkddLniw3WjB0CB8QHqesABaxlLrkTO1H6eekC54/25G/K13YU+5cwwehQbulNMIrXs/3mbOWCU25dyc/aaBnNCTlPsN2tMGv56HA3LqMMXYia9SmkmxKTnR98gVzbHDy9l8aS8lkP1F+gLC4PE2SMXmb9BFgogQBs+g8bE6/+jVbgCfHsham6PHAznOeuEnGYlvgqWKuShG2FLCOB9EnQvc6DulJqcgVt6N+ZzKYjhCCXqgGlLRAYJacPecDSlqTtI2+Ix8Jj5OH6LB6pdT128FT5mOkW7PFZCJvoyvzXt+5kvDnHLQbSsDCPhTsknfsU/WX3AvycJmD5BZ/5AyVVK5Yua5oc1kK1ufKnIoE8r3298CTGwv0DSE5pkhjEUuZ33rrrZPMCUS5rsrczp6CTmXvfVk9i/fvEpA1aDtUeTV6Xg7O8XMzB9fBR3od/ZOpIg6cU5dXhq0oPbCepuK/kTmWcxHf67smVMDXGaKvjDX+u9RqN7qxRb8wvhGCkzwJPOFt0pJGhO4ImztoqhK5e7psKYDyvmu9153Ntqus3tY+b5AzRuYGZOP9IRioMz9CBDL3qdKV9ZcMq2uQi+UKG/BEcjvVfUm6dYuBa+X9KiFJ7xuWMFOfqefksxBgOH303RPG09PUYrZ8d1X/LCG3fHoegEHbo5bSqACv7/ff1f+pQFKuMzSXbahk1sPQDjRyokcmzJLkjYHi9c+wlkVViCANJo4jv8onqgCYqAauD7lPkjXJmECTEsGl0DFUXE9VoKYFLn0QbRlRSTnIDtoPud5sgaaWTq3GqRav8N3fL4A/5czb0xrX8nqtECFjlk/SIlSna7L0EgtvO8+nh8nXuLvsfB2rLOjpsolTQDIlR4BkTB4nhezIOSSCUoGmnoG4CbVkaylAO/bCwGznPrx0OsMViaP0inEg93Q44OEYd+2lVejtrZgsk/lcYWufgApVjb1wpuduoNTnAJQ/jz8nChy3ppS2vovRKNpHboYnsXosON/LmvdIW5e8b1cKQ8Hvn/IdtACVbzmvohZvVjW+8rwMMaTsuaEkEs9W18DjpP8d9NA2B3CEyH3mqC867N5kJmdQQkHHksekUAHhOOkT8i9uueWW6YOs+XN6f7X01lz/zvVp3qN37UHboxZwmhu8e55Cf4eVUdP6nXKzBDy0eCd5FYNFMsH4hYPAC8JWXmSAE8di9LxVrEVJmwFDGP3yNiFj8jpJ5vRh5l01q9D7Yxs0J4ubALWNcp5865TWbTJDKqQ193SLmAd1tIrSrchBE79helfG7Ack6buUM8CND56jyuOTIM3b5CBPWzGPVxJnujQeKJA7y0B4QcIKLFbvYo6yjT4w91D6UOq7I94twDy9Qa6we1ZTAqw8Nr0iLfJzsx0VH+Q+ZN6PxxvEtfSd8J6vo4f3KGWf+2NYodwJS+DVJXxJNXCXLf2WUsfjxNJGPR2V/J86xY+rAFSe15O1QbunytuRtMTz1KKeDFb7vA1zA3oaU85DbuD4mER6B7WoqPaNvDCuuaOD8BzgyZdMujRW7eDaOAXIJVR4DucAskdeZuVh28X4UoHbpJ15nvwGrRdbKYsM+axVGNmxvCQHT+42zWs7mElXe7aFBFu+u3vTmUjHE77LPC/3Uvkzo8gBQUx9lndJCp38JlnGeJyYXecAypmtl9zXosqK7gGl7KsBnHZL9C982ALorfN63qY5b+USy3hOqeeAwXPkNGM8UoTIqINGEivyRu0cjB3PEQE8sfC4cjj0Wx4mZBkvL2UGvJK4ZtLdeOONRwaM51u1njGtcy/tsMb7m96LSpbXXHPQeqre85zXiWMqA8b/Fy3xIs7J5FwbquPdmeBeXB2Ld1bHkNurrder8lnjhPU41j1Pl9g458WeqRIuOVQOoXKc5IHSbyZquDNgX+NLb6zcmedpiWLO785gc1ZYq/Oq7xmnztyHJQrHz/fzUPB4lygnzwfPEzN3PMEOBejlDLwvHJlTk4YkcD4wHuULksGO4zVqndsCnS2hHsp8P7SEp5cC503fWU9Br7lGRe6REn+L/3UvzQTyxVKRcU/6BnCReyHQpK1kBsCm6zIpw2uoMRmDnELqrGWfpm5ofV/qwUvyc1PuWvcbtF1KoLSGz9d6leaus039ml4p5AcQxexRygjgfSLf18st5Lp9Vb3Fw/OyRj0nyZi8ugJLMlgoEcKYtglgaslZz+Br9U1ue96oreU8JejIhrhCrP4X8QIzoXIO8Sd4qlBrpcxob8srlvf0RFe9cG19cUcqhDtCR2F7LQ0vWa9rwDh4k0DhQujaRwVjmA+Pk3vXuFcrtDCndCvGYVsxkfdRLyl90PYo5cHf0XFA0KbHHfd9t3I4mNkHwJE8yMXvU7g1a84rjotYnFfA6sorrzx4yEMecvDIRz5y+k8KW/fTeZJZQnTaL3Am61eeJ1nDTJ3WMek1rorL+vdKr7X6s3dMJW/VMYN2T9vSa2sNjuOAphZ/pVfToyMYH9qyTJNkiUK6ACW8qtqPZ5f8qEttZh6TM0gAf9nLXjaNZS984QsneVNYnIV+Ka1TAag52qYcLIm8bNXzVCHtHHy1zxFuNsoz+lszeuaYaUmHZ1tb1/BPhjXIpSJc5mEzV6w+Cy8rILt3DPBECAHFnjlODCatKemVxVodUz17C1xV/bV0gBi0Xeop3l6o4EJ7tlaiua+yTpkSV7SUElHC+eWXX360lp/+y8KavhQEkzEIj1MzjXu7oUNbfbuLvkjydgy5OxlKvbpE5hJor5XPXXh28xlyvPPxzR0ROAI8URyPU1Ug843nPU6U2JGhQs00ZraS41TlCW9K1di25JpVpGUTELUYPKWiS9TmnpC52TfuefJt9XJbD537fZvUcw9W/zljiTFEUuSsncXUapEnq5Lk6qXxuQ5VwMVErBitaZt4nFDyDBhekC+B2hy1GGOub3geP8c9hPkZNGiOnFcy98lDZSIMDqY3S9YEjHQ+RWolE9r/sIc9bPo8/vGPn/ZJWfOfjickrunReJrk0b355puPlLrAk/Mx3mxfmzKf4TiAaNDppxyAj+PtXUr70KUJoHwpFZ8MJWIsk/dWBoo8u9rHSgGUEPm/550JJIErf1DGyfOe97zJ48TSKx6um6tRd1xaGrLje+KQNRPaVuc8VY1JJOefyoXpysSn+vdCBj0Pi3thqtDcUsVVufJa59LZuC/d2wSBssmbIrbsOU6e5wRoSgbLZ+xZQz0gWfVNtU2QNjxRg/ZBzlc+IcLLi7BWHSEE6p3lLFzKf5DXRH0nPLwYJ3PtqEJ3FS09bpNzhqFyslR5AntREc7p/X/SVIEIvE14mtzjlGvv3WfjGh4nwu4yTpiQQT5hpti0xvGlbW7tn4s4+fNWfbATz1M2ik6slnHIhrRCZK2HXerdaIGzXnta9+WZckHgKhTHfhS5rF1tmbrpzIUiFxPhcdLMAyl2StMzjRomq57DQ6H+Tqo+SqaYe6+e0wSY9fXGKoB7WpTAoAuH5sILbv0BlGT94tHV96uvvnraXnHFFZN8ydqlorjOlxEimXrRi1505HGScr/hhhuOVnCXrDFYpD5yA6WVMN57hkFnk/bhgdoVVVGiNP4laxrHNFlDHl1NwNAW768vHEyo797zoOnFL37xBJie85znTABKtZy0nwKYOalrl2PIWkcJ+sY/Oy1V4A1oNaoCMD20vglzVgCo8oTl/xVgqxgqwVPvO0ADpQt4Yr0eCoJ5TSf2u8epKrlQfZ+zmnsAykHnkuJww/N08tTi2wtVoUMulz7hgo9XNvYaMyg5X6RVfUF5DzxOVBBH3lDmVR22wdcXH80B+tYxp0n+enybY0dVNRwPU+UMyBwnPLtvPL84vQx/ASeBJkqAeG3CjKIszUk6zv9rqRpfd7I8C+SdkQqoWtbAk9F6YbbePf3erUHeAVDudysz6yT5mndePVWoW/uEyBXz1Uf7qEXDTATqQTloQmHjcdKsAyl2xYL1m2UgSBDn2RwFz4HO7K+ljJfXbQGolhdx0P6o5WG90KiVw4iCljxJ1mTxPvShD51yLSRnkjnJn7xLFNKU/KgvWL9OMoTHSWBJ1YzxOPnsVQdbriuc56tlMwadXTqLOs2dAiLGN9a4w6OrCReSt4c//OEH11xzzbSVd5dcJ8CViLEtPU7Pfvazp3CdvLwZFp8r5pxt3ud7qLxxOwNP+WBVrow3qmpkta/V4N6DtMBbnl95S6rcHpgrPU6OzH3GgXueHFj0PE7kN7nHyePBPXCY+U+9vloCoBI4LaHheTrdgOk0WcNLyD1OkiksXwwSX3fLQ+IeUqOsgKxdynzgcSLviYJ8Lf0118be70EXNq2RldYYwu9988ZcdIGtOwe80DO5g+kQQO7cw1t5nO65554JNFHUmVl1uU5dq825r6Xv5vDBccevTb3Pq8J27r3xT3pKRFmOIENmlYdqqQXQip22rtELO9FmlDPxXdbdksUrJhMKB41jAePaxJNFWEDMJSaijhOeJm2ZSURxMi994H1UWelV2Ibv2e/Vu8vzvO+qa7X603OgBu2OLnRP0xwPopyVXyF5Uh6TZEsyx2999FvH6DzJEZ5hriPQ9PznP39S6PLuavuCF7xg2urjs/o8b4OZsGm4rH2eQRc25fjh+y4EXqgGf8YBZAwwJFkSOKI+2vXXX39w1VVXHVx77bWT50keX2qkUaeQWecsVv+Sl7xkGsOe+9znTsBJM1iZ/OTpJ6eJKgyQzpW173DjnCcfWL30e9XI1v5scIU81yD6nqemClcB4DJBPL1NbgW71ylLLFCSoOVxoix95jhVFnGGGVtCXYGiTTx5ea3qvbTuN2i71LK+/D2k5dva5/tPA7ncE67D20RyqrZYwF7Z2GvSeH0myZaUOMod0CRQlTlO3oaq35bqnyVW7KDTT5VeXQKgTouXt6WX0+PEuEViuBwBGCqkpCBzOauOWk54nJhRd/fdd7/ZrLpNPU5zx67Zv2SM3LvnCaDknhH3mECV96OVn5QKy4/LNe0qtOj/Vx6brCXFeVRQTY+TGEr/iaH0n9A5zIZyh8FEhAMcNImxBJJU60KMpa32S8GTm0E9mfTMVQi45VnreZxafZSUa/2lB9H/GwPDyZADp5NW1msJBe66g3xC5VcgW5K1zMPQb56bqv6SN8mWvLrImhS6qhoLOGn2HTNYWeTXK4YjMz44sN91hfazRNPg+0GnmXzcgIcx7lnmSOOYxi3ymfAyaSvvrjy7eKXgf1JLmIChPEIBJtVxeu1rXzv9pj5hVUB6k+donbupDPaA03Fle7XnqRXKabk8q/ydPKb3IFVsuTo+rw0o8en3oiyIhcfJLdz0OKXXyT1OgCDAkxQ7niamaxIL9pWkW67NJSAqj6++++/spx4yrxLnKuB0oQ3iZ416Hqelllyev0vypZiQMyZgoODxNJGLwSQMbydWMFX5NRmDek4CTMz2qTxOLZ3joKqlh5Z6bR3ktuSxZ4hscu9Bm9Ou+nbXnqmKt1x/k7vLuEWaCd4mgSlPQWHSU66KIVlCrqjjJJm793zSuM+q2xQ4LZGL6pkr6sndErC0pv2rwZMrnBZISk+Sr83mHVWFGXogqvI8eejQr+Ed4UvCeA0ZbaW8iQVTS4atjtH/JLBi/QKAWB9IzCMmYm0fX7NO+8V4LMK4BJ27ZdxSymlBV+/Ez28JcxbDTAu8B2gHnQ5v02n1SHk5AckalYpl/QowkVvBVt4mklepfqwPfEg1fvIGWbNOcqe8C8mjvjOjDo+T83aGFQjVu74iJNji/00s3Z6R07vOoN1TDzSfRkow4M4Aj6RovJIXV+OX8pq0T54m6qRpi0dK12CiE2E4JmCobpNmht94440TaJKX98/PF3s+LnDK59rGNZYcs8Z42Sp46iHEOQ9Tlc+T117aDrbpXWq1yxPbfdYBM33wNvk2a13gbSIJlWQ6FLcYj5XaxVws7rvErVkh5BxEK6CZx7TQd+bMpKJPQNbqR98O2j71gFPLA+jHrvUSVgB9W8/h1yW3iVA4Bgyz7LCKkTU8tJIfQnEsMMqWdeoEprwUQdU/Lh/+jG5tu9fay52spTVh7iUe40G7oU09HS1Z2zclgGJcY/ySTEnWmPCk8Jz24XHyWawAIX00dknG9NFEJ8mZtnh5/5/zQKuV47Sk3b7tyUxrzFkjJ0uP3YnnyZUPv/1GPSRXDcq9ap4tb0ky7NwSL/zvhSzxIJFnQS0LPE8gdra4M0WE53w9IF92RUwlRS9GY3YC0zt9sdFkGP/eGzATIHqfugfOmdBLKbglXr2fyrNXofTKwzVou1TJ1677fNsDgXhRMiSrF+tXW2RNSl1bWcGSN3metMWSBQzJkyvPkuRJ3wFP8kCRRyi5q8LgVU5fgig8TS4nzvfHCUXs+pxBxyP32rg+3YYnZZdEW71+k8YpgSONa5pNJ1nTLDrJlH5L3uSJYkKGZE/PKPnhIxnDIJFXV1vNYJXMSfZYtPtN5x0Im4wFp8U4yDFz7bNctknOAkqIBsxRa1Dm+6ZMWnmtKivOGY3cJpA55QZIYtXWPVLpcSL8pg+VVMlpYpkVZvkIUDmTZbvnPHhzTFYBsUzk9zBf3juvUx2XbdqEyQZtBzhVILbyOC31Vu2a0BOUHhA4Qu6YZYd1zEf7mI2qj64ha5dFtJVz4eU+FFbwYnzpic0+QRd4OkH27TbA06ALg3zZqzWD+VIPxrZ5qBrffE06CjcLRAGWkD28u4xxOo+0E2aFS64EmgSgtHyYxjT9ZlxjDDw00NF7vhyjl3j69hG6S9opeEql5J2WA30qomoAT7d4NrxSXn6M5/q0Bgd3ZXrinM+m81wn6sdwvK9Th0L3sgPUcyI8R2VVkLn2+UvJtvaAYxWiax3nA0HWjGp5kVr9533dc6EO2g/1eKTH9733NKdcUr7zP/fcVNfVfmb4MLPHF/PVPjxPkjOfwaprIENS3pqpKoWureRMSp3/W/xe8bC3zZV+S29ln1b9tlRJn7SFPahNLc/7aQTOzqvuDGAcI6dJ8oXHSTNa8fbiJNB5gCCKyErGKD8gsER+IREVj6Ds0yt3uOF95lIYlixLtvXlWSoA1UKX6R6fQ6E95Z//tbxMqTCTydzjRM0L9zihxCkQhrL12XSUoCdMB2ii1oX24anK/ktAWfVxC8C0wGSCJz+3CvVle7KP/TfX8H2nSaGcZZrzKs15pOaoB5ArOe+B7RxwmIQho0RTogkr+DIsgCkMGzw+5DkpJKdFtAWYFDKQopenyT2sfu/UO/4/7XL+zfP82Hy26t1U/7X6fQCo00kessvPUjnat8eJ9uEYwCkg0CRPk7YK07nHiRmtPCspJ5QhEGDCUNF3L/fBxKgsU7TWIJv7rzXmryU/bw5T7AU8VVQpjqyn1LJc8yH8/8pL48f2Bn6/li+CCHAiSY4t4To8TZ6sKsLjRNkBiu9RiiA9TbhBexar91W2eSn5i84BIZkHxm+VIchtz5M46GRpybuY8zwtvVbPiOkBbSzh66677n5KG5CkkAK5hwwAIoEjyZFm90iBK9dCH4rzee5gq5ZczzjYFg15uDg8T0tWUqjGt20bl6mL3SFA7UEq8WsmqwwWZtnh5SWKIqNEMiYjRHIFYJJxog+TMsjlJYG8BZqW0K5lcgnIzXfis/93nvPU8zT59/RULLXE5qzd6qGWINUET+lx8irGgCfdj5kH5DWxThb1ZQjbgeABTbkYYmXZViGD1vP1wGLlgcq+bQGsqt+qkIbnBMz19aDd0FowNKdM5q7Vs5rneFL8Qm6FFDmLiup4PLzMAGI/Mkc4XIBJi4yi0FnKKEN0vedpGSxLvQlrFX1Pz6Unea1HY4C13ZHPwE4P1Kaep20AqDlPDUYHAImFtPE4kTguOfOFr0kMJylcoXEZKsysI/fJZ4dnblNr/O9RjnXb4ukKNyzpf8Y6js3IzU7WtpvbV/3OB6sG4hYYqJR1IvE8l/8BTuQweeFLL3gpgkEoQUAIjtpNeJv4SKEzGwhPkyNY7p/WzFzfVozl/ZfouPIUVUT7snYN10q3rPdt1cZBu6U1imDX7XDqKVF9qNIvpQ1PYZx4eQIdy1RnElFlBcsiFnAiWZVFfVtrPaY8LPGm7ZtSNnt6dMmxg7ZHlbcp+bsnf/uST2+f5/ESrqNCOMsbuYwxyUlbgSZWv5Cs4XnCOUCkxceDKjpx7hh8uQZw9fo227EGOPln554nyEHAUgsO92cWfqwepOVN8XtzzZ43hOMcPOF58mrhXIMwHdOkYSQxG2hcTEfJepjS3Zqtzu/VTar6q3qmOUTsgLHnpav6mOunleHKZCjz/dMSRbAP5T0nZ84vkitZwFLi8BN5GYAn5I6SH6yPpXIEKiwr4CSFjvXba09lTMwZKkufc180gNPJkQOSOWO3JWf7BlA+pgk4sXA2a9S5jBEVkYwJQAksyViRjGlsk5xRl7CqR5jAad90bsWEmSXy0nLQbJIIvzF4agl4pcz8XN9WwKmH/hwgJHPnOZ7vBLORsOrWhZS3W7F4k5hJh/VL+I46T3NVVXv91LKWe16j6j5z/dm6jk/rzvP4Xf130l6Qi4Wqfp4DML5vTunPKZkWr+mTobME2oAkrF/JnNeUwfoVYaAQLhBwohSBVwnPZ2u13/9r9UXrvF1Yzceh9OoN2g25Dq0+rvd6+rnyFPd0du+/an96njKikqUHJEO6h0CRZI66aIAnyRneJhwCjGtLDLYltCnfVt4kp7l3sZZaeGUn4KkCL9y4xTgtEOHntepG9Bjcj3UGdoTuM3pgMpGjTRA6YQKv2QQDOmhyb1PrGXtWTO8ZW33aunZ1fOtd5HtJj1a+k+zTocj3TycBWiv57Vl6Dp5kAePhpY6T5I4QtxS5trJ4JXesT4c1jEwSnnDAX1FPtwx+HbRmPEv9KpozHCvgtEk7WvuyTcgZOU1eO83BE7KmcQwZowyBxjeKO+MwqEJ1c21aQ3PntPpgTZ9u+g42OWcxeEpvhO9rWbo56FdT3ue8Ja3O6IEIF4i8HwxCVeGsZgzTyRKmcrGjcg9vVfVivA0tsNGyPvL4FgDqgbKqT+esIb8mCeJL7jVodzSnkCse6vFVRXODwZI2+nX8PqzoLqWOfJGIysw5KXYpb4UUUORpVVa6wdtXDTB+3tp+6QHEXh8sPX6OUo8N2i0t5YGWt2MXYKna13IcYJAgO4TriJIgY6wJSe6uR1GWhOgqvjy3kj+XHD8HoHpepzVtqIDy2jFulecJ8LHkRqm88vgEIC0PS0W9l9eyJLz9Htdl6iYJ4g6ecjFfB0sZsmtZCdsAHQ6Cljyjt6/y5rX6mXypZNRWkvmg3dJxLNltt6O3LxWRiKUiKMgnsCSrl4J8kjd+MyXal8igXEgVGnejrRXCPw39tikN0HRhGTGt/9fI71Lg5LlZujbFK+XFlTdK45b2Y/wrPOdLhwk8MeMO4NVLmN6GcXBuCwZI1c9rPVK59f5sRdO25nkSJXjKAbwK+/SO8WP53UosrzrDO6Jqs3uadF0xEC9A+1HcgCjAkqPyCuRVlu3cgJJtryya6pnT0q4Gi7xmdd8W+bnMyPPrZsL7hTwwXQjkcjJnoLT4ZY7mrt2ytltyxgcZklxJget48gUVOsD6xavLzJ70ks55o+eesZqkscQg6x23dn+PtjEoDdoOVXqbj/Pk3DvKY6tt6769360x1Is3y6tLmgrgifqELCXmk5yWLK0y18ZzK3RTj1rj5FKawwbVfbJEheeSbR08ZZIx2/SAtHITnBkrcFN5nnLR2x45Y/l5IHM8SrxUZskBnmAq33puU3pyKjDTUtgtBsxK41Xf8hwtT5P3ZTLKGpDjVj/JulwThsp3N2i3VCntltdwqXJvnVvdu/c7z0U2JGsKw0nWCNkJNEmZq/ilFDnHI2N5D5R73rclJ1XbKyXYe861YGaJot/X4DFocyJNoTfbbq2hkQvVLzVEWvzt4wv7AE5MupDMMP56RIUq4RyT4KkCHj2AtJRXD7cMnvx6vUjK3LW9L8l/9txoCvbuJGG8cqFXx/SO2+bA23vRKHRfzBBAAgPBZHiZqhDdkjbMWcNziH0Jk1b38EFmDcP22p+epyXtHbQ9SqW9xvptUevcTa5ZrSLgwEcGiUjhOaoZe4kP9yy3DI5Wod0lIGfNc/YU93EB1Jp+7Q2cg3ZHFJBMz0NGReaoNZD35HYteEoAhXNARESFsQuw1AJKfu3WcmHZxiXflxpjFc2Bp7U6ca4fHTjxfSeep+pheFmu7JYCjmpgXnJuyxKtOhB0DvOoY2QBi/AosXgvIKQFmnKw8P2VpdIjzy3qCaczdqu/fP08rl0h9FbV8wqctcCTz4IanqfdUQVMWq7/PKdltKwBFHMKqQfoSVIVaV069zAha275edswXLyciN/HZWWO/3wQ7PVdC6TsAhgtPW4Ap/2RvA3qZ3lJ4Q906NKZZxyTqR3o3Lnz50AT3xnwvbCzJ36zj3HBZc+fzY/Lsag1vlbbpeDpOLLS0metvu3hgwRPrCria91q387BU+8hW96oOWbcJiVwSATuTOYvomKiinoKbs0A5se0kHTrHq2+bL2LHETye+sZq99Dse+OXCkvtbL8+Nbv3rG5v7qWty2P54PCThmrchn9mi0DaK6PWqDI27/WQs39c21Y2tY1xw5Z2w8xO83BE2G8JeApx5kETxXYn3MAVIO+yMGTe0rcYE4wRKVx2tqapOXfl4C60wqelvSlPqwNCHjyelk7rfO0hlCeIHmukUq3uvZSK7O6J1tnGL9HvoQ8Nzt9aRsqZkyLZm5AS5BTMRAfBqZKCP24Sjiqay4Vhn0A4IuVKuXU856sAU7VO24p9tY10xvq+yVPeHcz9CbrTtv0+rJkC3Ka/Fv1ScpSKtO1CnxTALXk2FZft84bYGl/pJpkpG0wC430jaqWn5PLY8swn3vnrcE994kysRkQgOzRDm+PZCsBnR/XA3dzwK5Hvev1ju+NPTm29t5L1Xf+G9Dk694yO3gnCwP3fs9R5e3YNlUDhjN33rv3AvxayWA98LO0XXPn9a7V+t4DRUv6fK6dTkPB7456YMl50v9fCpyqgbwlM9U1UhG6EQS5oZJWdhojS0HOHG/29MomvNp79l57sl9a7VzSpiFjuydfOswXhq+M4CXvdc7w9eNz6yCoAiytGWJ+HvfkuTBKKmOn18YWgJsDUYeNsdK3+d/c2JTXzDEt30n2ZQs85Yf+XErnDocLYdCgQYMGDRo0aDEth1mDBg0aNGjQoEGDBngaNGjQoEGDBg1aQwM8DRo0aNCgQYMGraAzC55uvvnmKTns3/27f7f3e//Wb/3WdG9tBw06SXrWs5518J7v+Z4Hb/3Wbz3x5P/5P//n4Ou//utPJBlZsqj7SjZ7dFLtGzToNIwVn/7pn37wmMc85uC00NLx7N8tlO+zQhvXeRo0aNDpJtVb+riP+7ipRMB3fMd3HDzoQQ86ePSjH33SzRo0aNAO6Ju/+ZsP3uEd3uHgIz/yI0+6KRcFndnZdnosVV+lENY+iWrKqh+xZurjoEHbpBe+8IUHb//2b3/wb/7Nvzn47M/+7KP9qmGjj0DVPkmW6Wd8xmcc3HTTTV3L+qTaN2jQvknenPd5n/c5+M3f/M2Dv/k3/+a0j6rgqj20hh784AcffOzHfuzWoy1VGytiGTS1+2LwHJ9ZzxNF+U6CBJiG4h900vTKV75y2j70oQ+9335V0V1TSXffdNrbN2gQBvIu9PyaJUJOE126cm24C5225hYhT+HFL37xwSd/8idP1Tqvuuqqg6/5mq+ZvEAve9nLDj7iIz7i4CEPecjBNddcc/Bt3/ZtpbL/rM/6rIOHP/zhE1O+67u+68GP/uiPHv0vVHv55ZdP1mvSvffeO53zD/7BP2jmPCmWLHSuNbfk2tR3tVHn5Bpxd99998GnfMqnTO3V4PNpn/ZpB8973vMW5VFVMWIh9nd6p3c6+KM/+qOD937v955CKI973OMOfv7nf376/7d/+7cP/vpf/+sHD3zgAw/e7u3e7uC///f/fr9r3nLLLQef//mfP/2nY6644oopJFPFl7mHjnvEIx5x8E3f9E0HP/IjP1LGo//rf/2vB0972tOmnBhV2/2QD/mQg+c///nd5xt0+km8Lh4QiU/07rEaM6cI3vi3//bfvlkYQPv/y3/5L/fzZsm6lRxK3v7qX/2rB7/0S7/0ZvcXD73v+77v/Xgwq/mvyXnS7y/8wi88+Lmf+7kpNKHrPvnJTz744z/+4+n/H/iBH5jkSW3Scyaf/87v/M7UD4961KMmy/iRj3zkwZd+6Zce/Nmf/dmb3Z976FqS2f/wH/5DmYei5/nO7/zOg3d8x3ecjpXe+rt/9+8ere036HQTfCae/tt/+29Pul569Yu/+IuPFrdO/vvJn/zJ6X2Lh575zGdO/2k8+czP/Mzp/Wu//k9ZEt12223TuCNde/XVV0/8p+hIUovX/tW/+lcH7/zO7zzxmsatpz/96QfPfvazj9r3+te/fhovKQap60DbbuPSnCc9x4d+6IdOY6F0heRWz8DY+Iu/+ItHz/Tu7/7uB3/4h3/4ZmOZnuNt3/Ztp2OEHfQcGp+TuIeOe+xjHzvphFb+5E/8xE9M91N7pMs+4RM+YcIoq+hwS/R1X/d1Cv8dPulJTzr8xE/8xMN//a//9eGHfMiHTPu+/du//fDt3u7tDj/v8z5v2v+Upzxl2v/bv/3bR+e/4Q1vOHz7t3/7w7d4i7c4/NIv/dLD7/qu7zp82tOeNh33nd/5nUfHfeZnfubhQx/60MO/+Iu/uN/9f/RHf3Q69lnPetb0+6abbpp+/8iP/MjRMZ/2aZ92+FZv9VaH7/iO7zhd5/u+7/sOP+ZjPmY6Tu2C3vSmNx0++clPPrz00ksPv/ALv/Dwe77new4/4AM+4PBd3/Vd3+yaFf3mb/7mdJy20Hu/93sfXnfddYePfOQjD7/8y7/88Lu/+7sP3+Ed3mG6x8/8zM8cXnPNNYdf//VfPz3r9ddff/g2b/M2h/fee+/R+T/3cz833f9rv/ZrD3/wB3/w8B/9o390+LCHPezw0Y9+9OHrX//6o+Nuu+22w8svv/zwiiuuOPyGb/iGw3/5L//l4ROf+MSjtqtfoB/7sR87PHfu3OHTn/70qT3/7J/9s8PHPOYxU//6cYMuPPq93/u9iUf0zp/xjGcc/viP//jhr/3ar91PVp0+9EM/dOK5W2+9dfr9R3/0R4cPeMADDj/rsz7r6Jg/+ZM/mY4R34pXJBfv9V7vNfHQL/7iLx4dd/vttx9eddVVE3+Kp//Fv/gXh49//OMP3+Vd3uXNeLCiqn36rfMlP9/6rd86fdSWRz3qUVM71KZv+7ZvO/zqr/7qqd3v8z7vc7/zv+iLvujwgz/4gw+/+Zu/+fAHfuAHpueS7H3sx37s/Y77lV/5lel5dC/pra/5mq+ZnuOd3umdJllz+uzP/uzDyy677PBzPudzDr//+7//8Cu/8isP3/qt3/rwr/21v3b4xje+ceGbGnRSBJ+98zu/8+GHfdiHTXz0yZ/8ydO+T/mUT7nfsdqn8Ul8Lb36vd/7vYd/+Id/eHjHHXccPuIRj5j48p/8k38yjSkf/uEfPh3/Hd/xHfcb357whCdM489XfMVXTHr+3d/93Y9kwscKjVPJa5/+6Z8+HfdBH/RB07nS6x/xER8x6W2R5Pst3/ItpzFT3/WRDhDtoo0VaVxM+dZzaOy/9tprJ12g+2l8e/CDH3z4Ez/xE5P8ujw/7nGPm8ZfSM+pZ1K7Ne598Rd/8eEDH/jAw/d4j/c4vO+++46Oe+5znzs9v8YvXeuf/tN/Oo23jHtO3/RN3zTJ+Md//MdP477e55VXXjmde8899xwupa2Dp8/93M892vd//+//nV6aGqoHgtRAdYCYBNKL0vnqUEgKSCBGHQ2Q+NVf/dXpuF/+5V++3/2lGN/2bd/26HcLPGmfXoTTu73bu01MAv3CL/zCm4E2vdD3fd/3PRZ40r6f+qmfOtr3whe+cNp3ySWXHP7BH/zB0X6e0e8jxk76/d///ek4gSAfJNTfEmzo7rvvngCVM/brXve6CSRJ8TtJ0MTEuX/QhUfwoYD3HDgR4BGPyEiQYSKZkGJ77Wtfe3TM+73f+00DzZ//+Z8f7ZMCe8/3fM8JHEFf8iVfMl3/f/2v/3W075WvfOXEV8cBT1KOfq5AkPbL8HBD46u+6qve7D6V/HzLt3zLJCu33HLL0T49n3SW5AP6rd/6rel6PqD9zu/8zrTvJ3/yJ+93zWc+85nl/kGnj+AzAQmnz//8z5/2P+95zzvah55+/vOff79jBcIFDO6666777f+ET/iEid/hO8a3n/3Znz06RkavwMIcePqN3/iNIyMoyQGEgLuPqbts4xrwpH0AOR/fhAFc9pBnv08ltz/90z89Hfc//sf/ONon8PugBz3o8OUvf/nRvhtuuGEyblyX3HzzzZPRJHDl9Md//MfTsbm/R1vPZvbEVMU/5UYT7ykcBykMpvDTjTfeeLRPoQG55D7xEz/xfrHfZzzjGQd/+qd/OoW1RAoFXHnllQf//t//+6Pj5Cb/b//tvx18/Md//KI2/r2/9/fu91thK2+L3LG69+d8zufcL4/pC77gCw6OQwoTyj0IqQ/UF0rqVcgO4ru3Se5FD1/Kbakwhc5/7nOfe7+2K5zxpCc96Wif3JJ/5+/8nfu1Rf31mte8Zurvu+666+ijd6b7Kzlw0MVDkr3v/d7vnfhC8qCSBnLrK5QhevWrX33wG7/xG1N443Wve90Rv4gPP/ADP/DghhtumEIDyPLf+Bt/4+A93uM9jq6vMEPy4Fp6v/d7v/uFM5CTj/mYj5lCzkvlR+ENtV0lHKSbCBW84hWvmMKAn/qpnzrJKqTwp0ILGdpTasIHfMAH3E9+FArQuUN+LhxKvf5FX/RF09bD1fCBwrmQeOcXfuEXDj7swz5s+u58IJl47Wtfe6Sbda1rr712CnlDSt343M/93Nn26R4KPX3d133dm/23ZIHefbSxR+ozjUkpnxrLFUZfKrcKpard0i0i2q2UG6W5KNx43XXXHR2v8fGDPuiD7tcWhQkVApUe876Q/nv84x+/Sm63npXpnSGSglEMUoAn93vcUjk9anzOThOw4P+pwZddNinLn/qpn5pisYrfqkMEKJaAJ+LFTg972MPul6ege4mJxDhOehnHIeV+JLOrH5R/kftE3iblZnzLt3zLlJ+iQconSUoAvO3OqK22a7CDgSti0Bx08ZCAvXIB/vN//s+TwhRYgV7ykpdMPKccRn0qUs7i9ddfP/GgGwNuLGxbt4iWyM+tt9568LVf+7VTflbmJCE/6JhKzrXPjRTJj85TXkgvWX/Q6SeNO07Kl9E4lHlzf/kv/+X7/X7Vq141GaA/+IM/OH16fCDeEg+l/l8iEy996UsnUCAjeC3tq427klsZbd/wDd9w8DM/8zNvJlPIrfZrfGzJrZPkVnos3/kmyfpbB09Vtn0rA3/TKglS8koGU7Kz0ObP/uzPHjzxiU+cEsw3ad++qHXvJf0ja0jA6Uu+5EsmcCRGE5OrL5Ym4jpxzo//+I9PqDtpzHa6+EjGDAmoL3jBCyYewZiBXzS5QhZrRcc1LnYlP7JM5SGSIv7Kr/zKSVcoIVZGiJJRN5UfASclEFeUBtqgC4da3hz3gojgG02Q0oSiit7lXd7l4CTpNLTx0mOMe/IQ/d7v/d7Bl3/5l0/RFHl19UxKlt9UbvV+hR2q+7vHeY5OzQip4n3KrHeFLdJMCP6H3uu93mvyDCl099SnPnUKJ/zjf/yPt9oWue/e8IY33M/7JOv7pEiz8sT8PktRbkxZFdn2qp25T9aVSAPA+7//+++s3YMurPCFQnLycH7VV33VNJPs7//9vz/9p9kuWGZz/CIexLPp9KIXvejgJEihOM0C1kwkheQghSid0DFL5Uehgqc85SlvNqgOurBIvOpeJb1rjUNzVb4FkBUuFjhfIhN/8id/MgEDB2dLZEK89qu/+qsT+O95nyrQt6827oLkgfr1X//1yfMkrzGUukVjmCJKS+VWz6f3/YQnPOFY7Ts1FRw/+IM/+OCOO+64Xy6TCuV993d/94QGmXYtErhSXPaXf/mXJ8+Jjlua77SEZFkrDKjigpCESTkhJ0VCyempU99kiQW1/fd///ennBVIQpcWso5TaE7T0fWslbt30MVDAueSvW/91m89+If/8B9OHs2v/uqvnkAHCkolAOTxvf3227v8Iln+gz/4g4P//b//9/3+b3lpdk1YmC4/+q6p304Kjag0wY/92I9NeZaQ8i0pieAWsWTvG7/xG9/sftJHadQMOr2Uel16VZT5MhVfKYVEOUUCHXMyoZw6StOIZJy3QmlOuof4VSAiyXla3tTku321cV9yK5JRl8cJGP7H//gfp/Y7cJKHyemjP/qjp+PVl3ld/a5KIJx6z5NyLKSY5UZ/znOeM6F+vcTf/d3fnTrLE0JFAkticiXRKZmT3KhtkEKBSnb9si/7sukFyM2vXAmBENFJVE9VrQwBRYXrlIAngCTLV3VJnL7iK75iyltRmEKhPgnUD/3QD01xZ7Wftgs4fd/3fd9Uy+qv/JW/Mg2WslKUG6KcF1nU3/M937P35xy0f1LOwOd93udNVYRVy0akdy/vq+Txf/7P/zkZLBpk5OmVvGkyhbxRd95558SLqg+jOmjwoHhVrnXVzBEPSgHjXd43SX5lcSrkqFCdeF+DSVWPScaE6tGJ/1VPTseoLwSqHFDJmFNNJ3npZKj8rb/1tyavnKxiJZMLmHni7aDTS6p4/+Ef/uETv4qXpT8/6ZM+aVEaiIwNyYly/CQT0s3Ss8qPk35mzNB/4iN5PjW+KXIiGcm82ookl9LT3/Vd3zXxFyEr1S5zmdVkBd3z27/92ydDQN4VtWsfbdwFSU4VZfrn//yfTwa+8il/7dd+bXpfSarnpP8kt9JlMmyQW3ckSA+o5pw868pp01gvbKFrqp6bcAi1ImfpcMvTPl/1qlfdb7+mTmoKZZKm7qvektOdd955+Bmf8RlTzQXVatG04VZZAE3RVN0K3VN1G5JapQqqtlRTo/Ucn/RJn3T4l/7SX5qmc6rOxu/+7u9Ox6ku0yalCvJ5mcqpelhJOv8LvuAL7lfegb5R6YYP/MAPnEod6PycnqoyBaqNoandmnatKdmqm6VrqhRBtlXX0jOqvsdjH/vY6Vmf/exnd59x0NkpVfDRH/3RE59rGq/Tf/pP/2k6TjWdoJe+9KWHn/qpnzqVB1BNNtVsUY2on//5n7/fuaoTJZ4XT+mYb/zGbzz84R/+4WOVKnB5cBlXHam5537BC15w+P7v//6T7EiGVIpDU9Gr0iOSb9VGk/yovtMv/dIvTfXgtC9JtWdU5kTTrtWH0lmqkfOKV7yi+4yDTp7gM/GG6n3p/amml2r7/dmf/dks//m4pf80HkkmJBsq6yHecNK0fJVF0JR68aBqFlHaYq7Ok8r+iM/FgxobVW9KNZ+e85znHB2j8UB118SLuqaPC9tu45pSBUvGt5Y8q27hR33UR01ldTRGfdzHfdwkWzpO78/p13/916cSK+ofjWM/9EM/dPhlX/Zlkw5KUjmipz71qRMe0Ef9qva86EUvOlxKZ3Ztu12Q3IIf9VEfNVniQrgXEinRXJ49Wc8XUwn9QYO2QUpWlWc286QGXbgkb4XCNwpd5WzwQWeDPvIjP3Ja7aDKwTwunZqcp9NGuWyD3IAKE8qVqDDXhdR2xXHlflXIZQCnQYPapPCAcpZy2QeFJHuLog4aNOh0jXsCTKpdtSu5PTU5T6eNlC+kl6GyAKonpVpSmjKpnIjTPrtGbRbDKA9MOSk//MM/PK3916rPM2jQoP+PlBOl5FNN7VbeiGb7fv/3f/9UziOL6w4aNOj0kHIwWQdPNauU0/uABzxgysHcBQ3w1CAVj1RZgF/5lV+ZSgKoho08TyTnnWbSrAkl2ytJVwni8pQJQCn5btCgQW1SwVwl3mqShcI5SnbXYtlKus3JGYMGDTo9pET6n/7pn55m7at4tpwIcna0CmIel0bO06BBgwYNGjRo0AoaOU+DBg0aNGjQoEEraICnQYMGDRo0aNCgFTTA06BBgwYNGjRo0C4Sxh/+8IdPW1XR9bXnlDJF2lRu8/ua371rVr+XXGvp8Ut/9yirkOu3f/ya+cm2q5ps9d/c82zS7jW0ycKMg+ZJlYCdH/z9t/gkv/vvNTLGR6U5tFVpC/FrxYfs9/+0D/2QSwfN3bvVZq6pe1BGQL/1kT7SfV7/+tdP+7XGlY5nySFVR9Yi18iclpt44xvfeL/n4Hp6Vl3flytKOV7ap613silVSygNOj494xnPmPhKPKGteMm3Fd+vGZ+WjmdJrXvN6YDjtiW/w//IoG8vPa8bXL5cXug39WX2a/Zv6rheHx1HpvwZ1H61XTpDs/K0bqD2aQ3Mrc+2qwZ/9rfATP639Hdr27vn3LWq59mkbUv6qddvc8u79Nqcx63Zn9ff5Jgxv2D3VCnJJSDbt36tJftbCpqFuivl5se3rtF6vjXbvGaCNlZK9/0V6HHQN9fvHNcbmPYNoAZtn5yv4SUGdwdObLcJnObGpJQn2uvbTQFUXrd1TA88HR4eHhlKFTagz2SQ0Kf+8X7F0Jp7rt4z9iifQx+eX4BJv9XONddcDJ6EzHRjbd3z5A9bKfZKia5RQEsYbk7p9u6z1LKEWgrVX05+b31cIKrB0QcGHzSOS0vW5juJ9fsG3d/LkIq7ZZ1VAMa/L5G/lnKuzqko2ylyPdG7VjVI+PO7TFXPq/vIetR3CuWpxABKUfvxLKAsXf71keLUMVLi6n8s0xw4lzxHfh+ydHoJL6Q8krx7vW9t3WOyxPvbAz2943vgqRoTWuOu05pxtTce+1jmnqZLzssH3l8AiROgib7Ub32qfu1FV5aOeb3jeI70POkj3aGPSM+2lBYf6TetlCKDfDXYZ0c4g7hSXEJrAITfq/Ii+XF5/R5gWdIGD1/k1qt8O7PkgFWBrSUCWD3XoAuHXFE6X6QCTcCzLUW6BID12lyF66rjq/Pz3nxaoW4Han6sy19eBz3Fbz+uGiSzv3vPseRZB50eYgBnUGfAB0j7IF/xxhI5quTUt9BcOkcFMpZ6oFqgpKUvMkoCeJKsqE/OnTt3BJp0PLjAnwEgqr4EOFXgqQWc1sjNkmN9LHXwxLkqhr1Ed60GT62cHe8838490HG8KLsMJ629jj9ry+MEUxEbBsFDHgf2WPAaQTjucww6PVTJkPNX/r8pwF9CqUTTWnR+9mO87VDvd8XvPCuDWhpuuq884ShBkVZI5zzaKkLREy5AsdN+Pt528qs2UeaDLgzCI6lCyHgf+Q3f6b1nmCmB0nFAkyjH1R5o8t/VddcYS9Vx3iZvW3qe3vSmNx3JnX4zvnEdPE4CJSx71PM8tfqmt38NVaE7ZB7v4048TxV4Wor2tqV8lri/5xin1465dvauXbUtAZS/sPTepWfJ8zjm2jKU+tmj3ruvaIk1fNz25P3Ih+LaaXm6XGxiCLQGEyeXJRS7KJUyMpghuJbB0wJzg84WueHqg7t/dw/JLsBTlfLRAk8tsLEWQPWOyTaxxTnC9zfN5Cl5/lgVtutdo6LjyGM+j78n94qdquVZ1ry0pYzgypL/nbHT6u4pwiVM1vqd93Bl74rYY6vaqnS8W+u4C2XtyPLBKm61dwCns08tsJD/VZ8lnqc5BZ+5Fe71EkDRfqy2dHVvO8fHvbe0SYoObxI5Sw58Ujl7HplIz+BAC+Wpc1rPNejsEe9Z/CHdS7hOOtnBE/yUwKUHpFr7nBwwVcZHAib3gPXumXQc8ORy5aknh5ZwLVnSuObh89QdPk77h/fQavs2yPVi9gf6Qzyw5v6rwVNPMbYU+SYvt4fSneHIX+Cl9QaNXQAob1cCKPa7xwkmw2Lm+ETlm3jZBp0NagH1SlFX+ytv71qZy0/KnCvJBHmeQzT3bHN9UHm7XQlnH6UBI3kDRKXXwMFYKvttA8BBp5PcO+IDuntLluY8zXmD8nt6OxnH+G/OSFo7zq4dz7KNftxhyFHmEAGqfCxLIJh6o6erdkH0t7//neQ8QRVAYH/r+Nb/c6Al//fcIffcOMNXzN5r1ya/ey+3+g/GEmiStayZQNoSO9YMIVAvir5X12Vb+SyDTif1QEwqnqXKc+57BYKok6S8Io7BOnfwkkAKBVSF+ua+V79djrkm8q+2eC6U7i05e+ITn3jw0Ic+9ODd3u3dDt7mbd7m4HWve93kTdCioa997WsPXvCCFxy8/OUvP/JA4SF2veHPNehskstUTqXvheyWyF9GDypwAsgQedK1h5n1HRDSiqocFzi19lV9lePaAx7wgOlDTTVvk46R3ElOq5Bkdd1dkuOXfIdLnRarwVPe1PdXL2YpmFoKoJyh8ODwGybP8+byhTYFUD3Ga+U+Ee4QaILZvOyDnkkJaw4KW9cayvzsU0vBLLHUlvJt69r+XUDkgQ984P0UjA8m8Ha2269f8WxPlqo+yIHHwRKy7sDtqquuOrj++usPnvKUpxxcc801B69+9asn+brhhhsOXvWqVx287GUvO1LoyFwFloa8nW1KYFSFlVr5Tr2QU8sYSUoPj89qR778enN5sK3xuPd70//OWVqKxjaNZ4TCdSzpKBmO3OTe26TWe+L978TztOThlnT+WuDUAiF4bmBs4pZ4bjwZDVQ5B+rmfq95wR6yq5iH/0DreNSqZHK2Q5FfHFSFyUQu4NUMV6jik+QfDzXnFt58yEMeMnluABivec1rJs+N8vP0oT0OXOYU5VI9ksrMBxJm+mBMSR/4fzfffPMEmHS+2q98Q8nXgx/84AlUyftb3a8Cp4POLuXA2fIw9bxOldHRAzGZvAz5rE+fQk9ERVu8vqJqxl31fL3fSWvD1eeKyVDcpzX29QzCk6BNxvZjJ4xvgnDXAqge0gVAwUQUt/PELwdQcwy25nkqYNdqbytu7J40/c48qBxAT5rJBp0Oaik4QtjHBVAi+FKueIEPyRqKkVwBD5O7EpzLi1xKbvSkQZGWOAYIxtSdd955cPfdd0/hOnnOrrvuuqmMwZOe9KSDK6644mgZF7+Wt29ThTrowqIWGKo8TpvMtMtt5iPm+MDY5lPmKdPBRCKPtPQ8JWuBFZTjVO7LY8+F14z9FXg6rfK0Sbv2kvM0x1h5jRbDJUp18IEClZIXk+m7tsSLRZ4Qtm0lWQGlTKRjH22Q5a79XoG1AnkVAPMBb9DZokohz31y9s3c9Og0BKrjxF/KxxMAkcdGgENbhfK0X+vJ6SNPlFz0rC+31nqtqFLG/lx4aQnf6/7aCigxCIkUogN4CQTee++9E4hC5jy/KY2V1BWDzi5V49SS4/Ncfvs2z0sA5eOcj2OAD58RyPqL8GeCurkIy9K+aDkD/Pu5OCa9dnN1Cy90OnapgqpTeh21FjjxvQJQDkwIXehFwWR4dHB5umXe8yJtShVwcgCFEmdKtIMpwo7ObNU1hyfq4qAERqkkWx9RZSHntVvbPFYAX6BI+QyAJyl2gRUBqHvuuedocoOO4xpLAVSPj6tcKq7t3mc9r9qifQJGLvcK3al9Ok4hDwFBPRNWvIMnXwQ5p6YPWRtU0Zxstc5JT6/IxwqiKr5EEDl6RFaqcW3X40Ir5+owPHbI0GkFTmt01FY9T0s7ooXmNwFQIp95gHcJgOL5D55LBLNljYwWSGs9R+/3EhDlH66BBeGepyr5fdDFRwmU2c7xRHqO0tKt9lfXRQkKJDGjBs+OQJT4WECK/wRKAFXy7iwZVKpnSRd/Hq82Maj4MkfIGQDvcY973HTcS17ykqk9AkwCejfeeOOUOC5vGWApvXYuswM4XRzUMzbWnFv919ufoMOnzPuschE8T0QFEFV5oHpjyJLnS+O9R/dZzrE/i5ff8TadFTpWwvgaj9PSa/WAFZ0P6NAWC1Tk3iYpdHKgSLKrFntcS0ufrwWcAE+O0Cld7wUy8z4OxoYyHzQnc3MAaW4/Ck+gQ+TT+HWMEq7l5dHnyiuvnMCI5FAJ5UvA0xIe9pl0WTsKw8nbrTYK3F1++eUHT3va06a2qVyB8p+e85znTDlQL3rRi6ZyBQJSvpyET1P2GbCDzj61DPued3eb92UcYmaaG9A4AcjtVcic8hw+ri1xDhyHegDqPisThFMgwZN7cs/K+LVRqYLW/0uusfa8yvKkjDrKzZVrriPnxbq0r1qvKFHxEisiB5zqWEfhObXbFT9hj10L66ALgzJE7XyQOTl+bJ5fKWhojq8Ig0tW5E3Sb4wWLGJfV06g5eqrr572/emf/ul0jrxRbg0D/lth6TwugV1+9+dG7iVLCh+qJIG8UKrlJEBH8rvaRagxrWoS4T2vcMjfxUFrPE8t/dwzEFpjn4+ryDO86bmyGAte3obxDBAF6PL8QOfl4/ZP1U/3LayB1eqjC5l2kvPE/tbxmxLM4It6eqxXBEonZqwPSj+Rupc5OA5VQuQfGNsLnVXJsGk1DBpUKSH3kFRLo1QKaw0QcFAhWdEHACXCMJGMyRKWQpeXRwnZKm0gOSNUxnIXtNfb4+EIPMkJnvwZ/NnT6CFcr/vJC/asZz1rOlZASfv0PwnjLFRaAaUhexc3tTxPm5w/Rz6G6Xgf1/TbZ6sxnknWdIy24msR41ouupvt2JS3kclqjLvv/NjmuijHsrMqWzvJeTouA7auB3n4TuRT/L32DehdRJ4GuVJeC6pyd/bu32tngiYGBW8vFZtblWXznlU/njVGHPT/UytfYYllW1mIorm8hVSQ1Ww9/a/EbAEQZEXhOxJc5X0SmHrYwx42yZh7oFzOEhxlzpGDomy3K2yXc66j9lEFHW+TAN0jH/nIqX0vfelLD+66667po7ZR2M/XtuLjg9Cgs0mb6PuWx2nJ9VMmfZzItBSfoe21AEXUNaOqN0YOfOwy4vK0DQ+U5x5fch408VtUlXno9cmFSlvNeWrt2xalcs34KsqOBQqp5o0nyutlJGL3QWOTZ3AG9Zl/IpiZQUZAToQrlnYkgGo9+wBQZ5vmvLle48VlIcNhTnOJn8lXDhzcM0pZAgEjfeTN0f9K0pb3SVsBFf2n/doqdCYvFKDLQw8it7h9EKnanjNqvR6O9useartAlO7z5Cc/eSqK+fSnP/3g2muvPXjmM5958MIXvnBqj3KgJIsagJREDnhCJ/SWSBp0dmgJEJrTuZuOGWwxspE1xjMMfO0T+GcsY6kvPFAsg8I5XCM9QJtSzynwxvPjV9ZdzPziszZebTXnaY1HqvVfa18F3GgPTOfTjUHm2lYeKLbUh4ERKhflJv2TFqzIEXq6VltehAowHVcQBp1uynfr4d20IOF7D0MnVd6bOV7L0LIntSIzImRJ5wiEYLToO8UoBUyUh0SJAO5XJau3lkhJAOWy5IVmM7mcwYRP5eXK/sglXwZdHDQHoqoxqDJmq3Gud+2WB4r8XPEtnlTyofC6YogweUoyRlg6vUGuHzblawdQ91miuMgnOzkAzPCdX+ekaM4TfyZynqrjnQFgNl6Uu9+luKXIQeoiMRseKDEZ07GxZo/jgXLG8lkTKGT26X7aR0JgVd+pdd1BFy94yn0OqnwtrCW8kuAhvVrkNUFei0z8KyWtcJxAkbw8mtWm4xXG07pyspIVvtN/uhY5UAJSvsSEPy/ykOGy6vk8P8qXNeI4KqJTlkBhOh2n316M1ieQMNgwGKQHedDZpWpQbxmvc+cvOW6NBypzZikXwiLz+l/7MGokZ9qXkRX3WPfa2Gqvj2uHlqNFsWfGNEjtYcZdJpWfBTo2eEpa6iVZispb5+VLhekIy+HWd6TuHiiBKf0GVDEl2+PES9rmHoDe8zlap01uTbQAVCWUZ4X5Bs1TKwE8f/f4dO549+hkzl1vEEgwJWBCbgaghmRykbYYO+mB8nZku1vtrWbFASoBUwob6vtNN900AThVHBfow1IXuafJ77sN63TQ6aY149AmOngNiHLDx40FeNVz+ZjwgAeKSAsV9tlKNkWezF1NxFhKPqbfZx4ywJTPAPZSBZX3ye9/IY5pWwdPLVrriZpjXrYJTDwxFabTb2LEgCWS7HSce6CcudYsz8B5FfNDIHWsb2YwwXQg9aroWT7voLNLvoZcywrO//yY3gzSFu9kTlSGuHJ2KPuRHS8FopIFeIFkIT/iEY+YeF5eKHmBtGivz3r1Yrc8t88i9Of2vEAP0fkaeNoSSrztttsOXvaylx3ccsstk/xzHYE91reTLHofZq7XoLNNqWvzwzG7vD9bzy/Ux3OG+M6kJ4XG9XEPFBEVeBzPEOMhxPMu5fEEPPedN5x0P13fS5lA3t65yMppoLXG0kbgqdUBS5H5cTowGc33ZayYEB5KHUXrHihZxjpfoEpbEt4cwLjnau65qtly/PbZFG7dOjqvANOa/hl0dqgCyz3vzDapxcfZBpSy5EzgSB+8uF6bRsdp1ptIVrEbCfm81f2rfvBPHufFaPVb4M1XINA+Qg0tfTVk7uxT5QXJ39vgg6VOgpYRnmOaAL9PgsJw8JUAiKwQwgOMwe+bjGvZL/dFMjiyJeoB0tMqW2sA1OrZdj2A0Nq3C2opV7eWPUbrNWmkNAFLIjxQIHRtsUg9kdyBVIucMdLz5Izq5QnSazYA1KBUdKIECi3PaNYvqo6Z+03YzQvvee4R5DlD8LBm4MkiVuVxeXeU+6Tfj33sY6ccKQEZrTmnSt8CW9wfvqeqsstRziT0CSL+DJ6v5IOIz1qqns/vUSWtDzq71DP8WzyQwGONl7KSyfyeHijnT8Y18brkSzxOyQIZKPyvcUz8zZqTjG85Jq3J6Wu1/VwU7fW+bM22O03ylZ73vXieepZx7t91Z7my9eRxQnTpWkRJi7z4GCGIZNhNBaViJr+m/24h9NPEaIN2S2uA86b8USm56v9MTG8ZTFi3ChlIWYvIzwCQSMHrGlLwkkOF8CqDobqv37+SjzW5Wv6Mgwa1yI2VFq/keLDJGDF3XR83fFyjeC2TjjAI3NsrcEXaiofKq2eba28LLB6GHKYM9sa1i8bztObm/uJbCHcbTNay2L09+o23idoY1IgRcwGScG1SxoBY7hoPVMUcLYXuOR5sB3AaBK197z3rLkFG614JXjyPKP/nenijJC8CRLfeeusEkFiHi9lB8kBpVh4VyHWePFCqtyQPFN4hX3Ypc5u4v89IYtDwZ+M8EmZ9Jp8/K9f25zrNyn3Qfin5A6rAQDXZpwIoa8JlvXGBkB0zWiVjWteR4rCSP8mU8qF0jjy+uqeOd2+sG+9+32xLtvuwAEnVead9PNvUiNqozlMLqWYjKhTaAhet8FZrW1kDfk1H6QAgtu5iRKkyWwGEjgcqa1ckcKo6viUYzmQVcu8x2mljuEH7pSWWXvLcGoXV49fKpZ36ANmQvDDrjinMhMGRNxXSZPad5FGeKp9xmu3175XBkRZ6S+9U3qnquYasDXLg7vugnr72CQdOvfHMj2lR5X1i0lG1/qS2pKfIgGFc8/IBlS7pOQbyv3ML01gqPXTSclYZWzvxPLXCcX5jUc6GqZB5a1sh2Baj9R5Sx2RpegdQQugsbIpC1z4AE3kS2scgIObEAzVXt6ICd3PtrZjstCP2QbshBxouHz6LFJ72St2t5URcofv1K4XhVm0FLtKAcmLGKuULJE+ygCU/Akws4aKcKAEn7VdelI6TB0ofgBTlPLgXz6o+8dmEXgTQt7mQaq7s7v2CMdWbpTjo4qCWx9W3Pg5lakdONuKYlMEeSEnye/nx3IcICXlPGrckY+RAab8Ij5PKd8jzy6xvPFDca814czgzSaranub37fp0J2G7nufJE6Hd3VkNAi3vS+VGX+rq9HY5UvfaSr5lEKIyOYAqZym4Ym0xQ/W7Cne0wNYceDppar33Qbuh9OyIHLADsBIEpWLPa/RAkf9uveeWt5UtFjGJqlLWKG/JmoCTFLu2+l/ASsezRIoPQHn97JOUFwaBNFxc//j1/NzWVOpBFx+lTKVTAPLJBjlGtDyg0JrxzfchHyJyeQFQeHnhZYwIHAICUl4WJ8HfJnS4AkCdNk9T/r8Tz1PvhuoYBx96YXwgf0koRqy9auvHpdJbOhvGz2PdH1yceJuwThUXhskooKnj9F0MyfIS2kf5+1T0S8AV7ff//bxK2PbBeBXTVFaXt23QbqgaxP0dIFfiWSoN52LX8KbXENNvPErudXHy+5LL1OJB35eeMt2TdfC0X8BJbRVQuu66646+aysDRRaynkfnYBVT+iB1gd/bB7UKPKVsuZXNcT7YpNE36OIg9z74eAZ/UcWeyvXOc4xtvh4dv32bMzud5yrjOakaL5hRp2sAoDSGsZWMqe3yROm7jpOs6T88UBrbmOzhOqLK4Wq1raLTJD/VWMa7JXUnMcteEsad8WgECt2VU34SNMFkHL8URPRekitzEZWNKWWPR8o9UCSXewy55XKtcjTmEHyF1JcIj/f33DHV8WuPmwvtDNoNzSlQvLsC/QIf4lV9sg4Ms0YpxeEhrlaZg/TwJGDpWWfpFVIbRFjDquyNwmcgUvuk1LUfmeQ+Dv5a1nHyZ1ruqUcyNOeDIMcQGhx8fnFShnGYlU3FfNZLdZBNHhITHoha+HjGFrAjWuLxqQBMhq2RNRkdyJjaJ4OESApeXqqVizzPsAJOS0OLUOv4tdc5Di3RT9U73kvYLhvkCp3ZbCh0Ggg5SEjwBLPlNhF8hd57L9wtV5C6ULcUc65QLbcmAFDXY8YCa3jxkaLXVm2q1hDybQsAerv5PdfXfm66IXvntI6tELkzlr+/LDw4aDfkitU/8DsAX4pRs9cU/tJ3QBM8yXXE7+xncV6WKJGydSDVyudL3nVPU34YJJhBR96gZEz3w+uk2Xcs38I+tfM1r3nN1D5t5YnSd20JB4oYuNyLRDvZkuckYgZfPkPLYHCdlfdqGS8uH9zTvVqbyMwaZT5oM0qdJwIA4XEiJ1ZbcmEdRPk4BuBnrGEreUAW3UucEZe5FJGWB4oVNSQj8ixpH+E6eZsY43QfyZzao5muyJg+Pq65xyxlvGd4JblBdtxxY4kjYM4J4I4ecp/1TqnWvtPZdlVjHcV52I4G+kM5eHIQ5ZXAQefpiUrkzr68vr8oByiJ1FHGrIUnogoxz4R3yhcfRTESc3aLI4GdK09nvmx3q/1VaKVikOr32q0/t393xZL5KIO2S5WSSXCijwRdQi/gJGWY4AlZxBDRfilG532UZBogc+G6XiFO2s91WS4ic6AIKWDNUzZE+2S0oDt0PcAgnmMv1tm6v8jBlQORNd7YnqwlGPP7p3di7j75DOicQbujNBp9f3qeMLQJlROdwIjwCAq1lfSdSuC6JmMXfIkc5cSHOXCSY4jLmoiyBF7+Q+1giSL9Rw0onpvoCwaat9cB3Vx6SovmxrWlNHdezyDy7x6KBVjuJGw31+C0kP08Bx0+CLu7HGXryBzEnkidrS88mF6sSvmnQtcxWN5UOhb61P90JInjQvBqhy9BwUDEIJSx7szdqrZ5XAIt2u3P4NvKYyRyb1GFvCsk7sDQt4RfGQh8LbBBuyF/l/5+/P0zqw35YCYp/wNMsIYd1JO3d88990zfZXWyxAoeHvdCuZzBpz2vpbcfS1agyYtjymsmpSXg5xX/3QBjdp5m5ek5kVfalzlRtJl1veizypPmfc3Wr8VxCWj8mj1Kec736/JGYi85Na5/Nh1kBm2Pkg8c9PusbT8WmcMrJOMhtzqG/8nLzYXi0xDPdnkYHkNFsqb9kmuRZAjgx4w8nSPDS+0g11DnkasoWaNd6JBqHLsv2lY5C1L21owfCWoreahAsOshlzF0C7Pu1S/SM1dcccVuPE9LKTsqkZ57bdJ6hVlgIjxRDk4cTFHB2EGUd6S/WP8twhLw2Xe+JAQKjOuRO4IFguDoPEBeMhlArcrtckXvU89TWGh3tfVnzdCaJ8MlSGptsfQdNIHMOQZlMMDT7qkCJz7ZIF3/KAUPoQP+KfLqykXnSmmIb1/1qldNW3ialds9D7FSjOmlzI8DN9a8Y5055JgJGxChRRELoFITSv9RG0pbBonUHcig64LKM5V93RqgRNXU9eqdVfesjslcGhS63gHTzslZGXTy5F5fz+3FS+p6UoQex+urdyq+1DtmLGHcIfJBJIN821zMt/JkVuMaeYbaYkDpODy8GFnwGMAKQEGYHYOK8TadA/c1JoK1wBTtXQqgWgZa65iWY4B35Z4mPTfjvN4N5VR2Bp5cIfFbREcR4kJBAWoAJg6ccoCHcN8DRhwsOTP6FkXPPvcC8UK9s9lHnJhzfLDQxzscDxTWPkrePWQ+WDhIqsCSe9B8W3nPWt6o9BzRl3iL3OvX+6AMqi2WFQLNgDVoN9Sy0ByQaL8ABHyCkmQQ5rvzMknmbHUNcvrIN8JLhDWsd40VCnBB3qpcP9rpWwAdMiJr2OUkn5scKORRz6lzmPWq68iS5npuJCFbXm9Kx7kVzfPRfh8U3WhpDVQc7x4HlzUHsG6EuHfJjTAPU2qLx43tyHvaP2WYitBc5vkBbtwx4J57EfwpvibK4Z4n6i1pi6xpy+xuPMGV98d51+8FGNO1AEMAJuQf3a62kIOoNskDpTaSF4zs4M31SNB9JsfV+JcgqxrXaDfUi6A4VnCgmiG5HNfIaZJ8ARb1Plwv6vnXhMlXLwycD+rM5sjXXyZbQIt7Q1Am7vakcz3k4FZ2gicYzFF85k3RhhyYeLlZ/JIXAkqFdA+mV6Pg3drNqaoVeHJmczetg6kes1WMhsDSl+6irEJxvvWpmj4d10MIDp7Ioxm0G0pA0RrAAe2ECLAeSYDUf/4u4ROsLv3mOG1RkC5jCusBXghXo9jde+RyA6WhhDxSrA8+d9Kz4HWB7xVG0G+dl4VD00Prg5r+Y4BS8jngi9CGhyNT/7intaXgXV5cpgA+/M+C5B7m4T3lklHugdLvAZ72S6lnXb5EzAh1BwE8iWHiicjOVz4xykEU4AkDQaAFXsVoQV64Tst7k2Ma3mRK64gAC/ChzhGfCUzofiSTqx2AOkLkbpD8hW3d69sbD5eMabTRIyPpFPBxLyMo/g4wJKVTKBgqw0vPrbQBB8f6b42sHTtsl4oLsMIL5KW5a5rfnmTNwO8eKZLb8Fp5XoODDixhajC5Bc2LBBV7op4DBu6ZoIVj/aUQapDiq9yZCZYyH4Ote9T8eTLeXQ0WGUqg70hiZNCcA1Ge1D8HnkQAVHcnD9oNtdzcfIfXmQ2KQkRZkKen37ikPSHUlYyOJW+KEINIW+QJRaoPNWJQ8sgh/CxicMEb7d5npkujpEV4XQiFoDvUNpGeQYovBwe3yN0o0lYgUd91nifUM0BheDnoYpBxDzXkIW4S3tU+9zhUssdvng/vk3sKK8/TWoU+aDPKgRwe0/uu9De5rnpf4mG9P8mF3qvzBV5FH0MALITU3SOFpwcQBYDSd/3veVLIgAMP93rCv4w1jI+AJpGDDwdUugcLeLuTwse7v7DfnqOM15qtR4b84+Nsyph7aX1cA6DyfJ6Pm04E9+7qnQgskUOpZ9TzuXNjrUPgWOCpsojx+sBkKElyKZh5gGWJQq3CTBnO4x50uIMowgkoRBYlBUQB0lCMMI7P6HFmczDoCjGFK8Ns7qZ0oWt5oCpPmgtFgjkHUSL6CubyJDhntpZbOYFTxoY99wtvR/bjoO2TA6XKu+IgHE+Ou6gFGjTw6hgGd8LngCf3bKDQRXii9L8UjntmpcT1kSdH05yl2JE1LGg3PHRN8goBBtybQYCZQfCaK3fa4gnl8B85Tx5SSKCJXvGEef3noRGUPMDJJ0T4OSIMFQoPopjdCHP9BfBx3ZZy53Xx8EQxbXrkPO2XUuc6H3joGU+oexHFU9pisIif3AGg4wj3wiN+Xy9xIN4Ub1NCQN5X/WaCB0aOe1FF7gjAGUCbvbgzYAU+JLpCErkDHB9nq8jJX5wHUYAnVgpgm+F+Pp6m4iDQx1t0hi89k3m5/ryeauK5yQJKWjQZ8ETYzkP86l8HcXtJGM/QnIMIT3zD45RbmNEHfg81ZA4B5HkObg14aI0XKEbnhdNOwhYoLaw/B1EuRB6O9ES0DAtW3qKWByrDkR62610jPWhusWb1dGeyygOVH7ec2SJYbv0M2g05kHfy3+TjcJwDKoAElqZ4Q4qBwRjrGKXi1rHzuX/wtGor5aPzBKzEC1LouqcUvLbySLlXCF5zpcVAQjhAxOKlKM9079M3kPgRqz1DAy7nHOtea92rMlh864MFskOCbcqa66+0gj3E4IDJDRX3PAFq2Q7wtB9y+ar0L2Mbxr8DAf0m7xDvjvha75ctfAMQQObQyeQhwps6XnImGZOsCUQRUpOsYTzAqxDGNIAco98dDWz9HPeqss1QeDov7rNcJwdRyDXgyQFTpqggh44Z8MhiRFCnyuswVuDJxzD3PtGX5DxxLdrvqT57n23nClyEy9Nzm3KqYBXfz2TJVEYwgyeLcV/3QFHIkoGeRFOQOgyD8tK9vPR+ywLx5/HfDqy8T0ScX3mi3APFNi33yttA2Awmp88QUF/8OL1Nc7lPruRdiDx51wVv0HbJ+boK3Xkype+Hd7D63BJjgEcZAWSuuuqqaUvZAAbvlN205CimJ17Qgr7aasae9jGpQt4ptQc5VkKmrs+9AU/kVOBGRy7T++Z6IPMkeXYUNyUN0hsFWPI+rby6Gfqn79RuTWn2PkJeNLARZqjAUy9s5waj6yUPmQ/aHVVy5vwDeU5vpj7wbl3WKAKL0UEeL3oZXoAf3DkA4BAfip+RNengu+66a+J1GS4AFG+rAwcHTx6+85CXCJ5mv6jKX4beFOMZxgYgyiefZPkFgBPPiNcKEIOeoYyJvEb0JXLUAk+OMZBNL4Lpsua4gRDtXotkJtNBoHX3RoHuQJx6CN+ST8OWB8T7oe8whshfvOcx8QIID5Bj5YO+Dy54bkDs7nJPT1qCJR9kEljRNxWI8sHOPVHu6UpPG8e4Ze3gL/MwKvDkiXYZJq22hGFp56g9s1tKJZUJqk7Oo9V1nKd0LKFz7SPnwq1lgSjer0+99tCSu/n5H2AhhclCvwJDHl7GanTA4MYQJQhonxsRDpq4HjzKb4AXz+TnI3MeWkxA6gmnDFp6DnnSCG1Krhxo+uCJRUt7l3h53VDJ0J7rlEG7ocq7m0aLG7Ku8xnfGBf0zgDnPu5oS9qK+FK/2ZI368U3q5CU63BAABXEPbLi4Tg/lnFNhC73kJ9HGHI8S2dFbi+z1Bu2jNnqC0KYyDSEfNIWDBV3lACeZLA4eMpJGtnmjFbRB35uRo3Yv9cimYna6ZgWpWXmAKbyooDcdW0ssXy57mJ0tzxbR7b+TI623eJjy3PhSWsptnwev3b2XeWJcq8SlErVQSfFAfVx8OTuTSzbbDOfHDAc/GX78drpO+9l0G6oB5AcQM1Zh+5RyTAvYTxZrtrKK0TSOAuI6jwUOrlIPuDjAte5hMgJ3wE6UKbwkH6jtDPM5fVkmGHn1iP3F7nlWfUDWw/t6zuhRc/7EPkz+sxD9dOdd955dIzk6uqrrz7KnXDrnufhHbh3wQfCJXp1zlgdtD3y8avySCaASqrGIx9L4GXAteRCsiN5AfwQQiK/j/MJwelcyaX0u+RHRWO1ZdkiPK1ZwBi+A0S5LsdbxOLd7oly8OaAzmXukgAaGd7LhHLahTz72ELESM8BYZDo+fW82vqqBBV4yvfhUSZ/Bv+ftrB0zVK6bF/MmP8zCLClc1GObGEgZuzwYhxNo2R9AKFzHE1ikYrclV4hVqzjSum5YnNLpQqt+LVbnigQMMg83fy8dAAWFg3noLj1rIAowJMzfrYlf1eASsR37uX/Ddo+VfIicu9T9eHYynPlIT73Ijq4EXgR37DEA4odTxA85rNiuT7KF/DhuRZcH0CGoneedGVN25x/MR5QytSx8fpIXMP7zJU2ClKEpxvCrc+UbWRNA5279pEDZtz689Iv3M8BHvosdUACYX9n1fdB+xmrXIYqGUtyTxReXjyhyIAIXgBYM9kD4178p4+Pbd4GxgX4nTGA2og5+w65Q064r4cI3YPGOVwbvnUPsm/PFaCFscnHXpwPIvdgI9eE74g04b0DTPrWZc3BUD6z68rK6dEDW0vosn3GkH2/iMYDjBiYWXVdW3UUIQW2hAiY5eBWsbseYRDdU8dz/3SlZyd6WyrQ4c/Fd7fuYbSeK94pkxO5F3FfQJSDJ8/hwjohl4WKzclkaZVXz+2/XUBwu7r3YdDuqKeoHQRV23ynrkg8N0gkz4r+kwVLPRjxjv6XlSdFzowyFDv7mBEHr2ANQh5SI+wlUt4GeRfMAHTFhRXqvO8hMGTKcyJYWoFnxdNE0jpyIN2hdhAm4J6SG30UkpOVC+hRW3WOQNQrXvGKaT/5IngE8EAlMJoDPa5DvN8GWNovtYyRnLBQGSsVpTGKjqZgJQnk0uHiIW0lU/LgUk2fMQ7Q4+MaBoXa5pX5q7bB4wkw+O3RmtQfyJuu4fINOHzL8+H99ET5FtnjHM5zjzb9jLeaMKSuCWhCzqkK7mG5nrw4eGrpRP4/MfCUSL13TP4P8vXvnh9FvpJ+Yy1mrSe8MZ6nkfd2IJOz0CrwlACi+ogSWOXz5nEtT1S+SJjLk9tA5ITwuD6eskwUdKu/Zc22wNPc70G7IYQ4Jw04VUZIvlM/BkXW8nAA/JWUSq4h+UvUXGI9Ry/ECZ/6gONtRMbIwxP5tGMRVij5IiTdpvHi18VYIVFWShePq59HnoeDG/oDo00fwiJYtm5Fe1FckYcuXZardyLKpON8p+614DpDvvZDS8etlpe3dXy+R/fyMKkBnteWMJrXUwM44O31scPHpcowd4+Pg4cck5I3ka1qzEC2fXtJAA4/B4Pfw2OAJ/KPSMfhmnjU0qHSip6sec+t4+fA8F7XtlvyfyoPkSd3ah+Z915XA8Xq9TWYRs3LAGw4OPJEV0+o5mWlteAeqezc1ktoASgHRN4mGCKvy3GV5wnASDIeCJ1jfMVvB0+VkqgYag4gbsK4g9YRiZfkL6SnKWUsLSmRn+P87NYW71PfMUDuuOOOab9mzon/NMsFYAHoQc6wIMnlQKY8x8lzFmVZu2eI85BZqpk7oPNZOW4wiHyWjGb26V7yHJH47jWYvG/RKUxM0W8drw/PR9/pP5Zx0ICGFxvd40m4Hgb1d4CB5zJTWfiVkTJo95SAqDeGJXDK46txwsczbQn/4okC+Ese4FnWmQNokAcMkEIWyWXif59lncYCIN11Sk5S8rqFlScOfr7UjIc0cjLKwfkY9JQ8QdZEeKhEeIVFmSZQeZt6ANh1XSVPSzyJLToVWb+J1HkQwBSuR1yVIl6wVywl7OCeF3dxumfKlVci3DnwBFXWpoOwfNmuKBNN57kOiDLBDkZkEKK9GWqsgJxvve+rZ+vtG4p9P9Tq8zlhb4F4/693bapuEx4mRAxgoDAmyaDMJvJ8DLy7DtLgVRHyCHjyQp1OXtgPXYBFnTmCGY5IOXO5TplpAVMRFjOAyu/BcT5YsvWJINnvlX5Jjzn/D3k7Oc9TT+f3zvXxzPnEc1sJVznAwnCiRpvkg4V6kRdmsYk4xttRjTvO43yI6rg3139n25GnS0N28ruPYxBjWY5rrhdoj3uMXX79GZd6AfO9bcsDtTXwVIGf3nEtqjoGRsMT5TVQeBFZN8WLzoHUeSFYza7EQLcZzuu9nOpl+jV56T5rIX87MEqw5QwKk7kbFNevMx/XdG9eWhz5DC5g/lyDToZQXj7IVxZSzmjNnAW28Er1rqtEUBS8F7BEjmThkjdEXh0yg3KXp0bHaVaa8zVeIg9Lu+zK86NzeU6sbi8cixcqKytXQBBZca9YNWByDUIlXm6A69A+6tfQR17PjvdEbTkfFNN4crnOdg/52y8tGTTnxq3etaEseZDjGp6olAsAE1tmnZEnxSxZ9zrlOFblvtKmLB+A/nFAld7qc8Xsco/y+DY/OeZxH3QJTgGMHwdQ9J/nF7tu7BmGGfo/rpxtpc5TAqcEFRyz9Fq5dRBVead8OjYzBAgZsJ+XhAInCQ7l1vIg5TNVba2e1a3cyq1Z7UtPVOVBcgXM80N+3Xx31eC79B1UtIkiGbSMWq7nNQo93/MaT1XLVe+lEpA1N1Rc+ek/gQwHTSlPlbHg90+QgWufQSXBk/92Be1GR94T3eHHeS6hCC+viDCHhxt85iJ95QVvW3JcyfgAUCdDLf1evZvKSbAGXPnYxRiUYxzAnITtrGouItqi42TQ+Kw7ljNywFE9b4Ipf16XG7+Gj2+XBCiqxrOWc6C6r8t55TnOZ8k8LH8XeY/q+ffqeUogkYzlHZ0DdrqmWy80Hyy9KJ4kXiFadw2Cwkl8xaL1fCf3CFU5Qq02pnCxP0MEbLOwF1v3QFW5D3l/2q42wmT858mu6b1LF2zvPQ46OcpEcVeoDjzy3fr5Hs5qhYNErpASjDjv4r1i6j4yRg4i+RaSNR3DunrMjtF/5B+Rn4hMeJ5RKjC8qz4BwtubH5/pKvICfOoD1ckhn4SBx+un6aOkefSBSNY9/a/rMUORgU/5VvSPbz230UOKDgp9Rq6/j0H7I9e3yIl7BLXPAXaGeCu+ZT/Xr+7HMe4AYKkSBxg+XiALlDPQLFl9Z8YeEzp0DWankRtVTfHP9rQM7+p5Lo2xqjWuJWhqUXrIvG1uwLicO/DkGpVhUgG26hnX0CrwNAd2WsxUvYCWJe3buf1cJ2f4OFDgHIAWyW5e1VzH4J3CE1XNTOL6KURVuCvBVSLu6tNC5ZUQeh6XP6sz6BoQWLV5KPLTQcnT1Tut5KpnfTlPJX+1lL7I3fieWOqlNJAHkr+1dcDFPXyVAX6nFe4gwwFGZayJkF/u4/kbEHLi16NfPa+K4zBQaAuWP8DH303eJ+U65XPQyVKlf123i9K72XIMpOxV98r75n7O9fGH9rjs0RZ4k8kMbJUj5XLpRrYDmmxbtjHH0arfzs18Ejy1+sbBqztaWuCn164KgOW4lm3Zqeep1TlJLYDUAlD54nqMxXmte/iyDv4dkAFTUc3Yww4oXqxR73y/zxyDeHw2lXTlunRl7vU8XIi8ryrrwNvm2wSWVftboG7QyZCDCefjtLLSM9US/OSBFmDm/9z6OYAY9rMGHDzNgqgkf+PF0W95fXyNL10PrxWGS2X4QJkH4rOLciKISNekPAIlDTyMQF97WFBt17H6X/3PTCeeH12i7zwDy70QvvPp4S2jib5NI62l99wTMmh7BEgCZFThtErGKhA15yCYA8298TKTzD28zCSpXBOWSR3USCTk7R4jrl+Nwcm37iW9JCI2nFONiZmOkn1YjZWJDdJr1TNW0kjh/BZY3HSs2zhhvKUQnHoWsn/PF5eenKrTep8Kyee5mSuVnqcELJUg+Iuq7r8UyfZQcbYj+6jVlxBtawHUHnCqlPqg/VD2PUqrAk9uJc8pcgdClZLJa3ueIbzIpxpckCUPhbGsD0nerC+JIYNy9etVesLDd4T+ON9zM1qent61/bfnR3E977OsHeVKnHMz16llsAw6WcqBHhCVcpWh8W2ApxZf5jjVIv5PeSMvyr2kXostgUyOmcmj9I1PVrqkADqt/vVrtni+BSx7452Pj61xLZ8pr90aN3fieaLTvBRAFUPNBi9p3NyAnoyc4YO0XL2tVEX2GhMVAuc63uYceKo+cUTu1rmjb39RVRy4YoAq3MB2Sb9WA0Z1r3xXQ7GfLDkgYeYMuXqQhxOcLypvVZXL5F4Yd+Xrt0+zzzow7hEjDwjyOjUsMoyO4FxAlKp3JyD0Z3c3f5XwTS6V17thK++W51wIsFHo03WVW/EMPLofdXe8iC6UIQQs7wwV8lwtOc/v1e9BuyV4M2XLB+fW+/IxqQeeHABUY6LLVgWGfExqjWs+ww75JX8Kj5Xnw3It7pnt9jEKGcoFvR90fqFvPF2ZA1WF3Hwsr8BLC2Tl71Yf98awSraynUucHRsvDOwAijCTJ0BWnbBkoG91usiVV1q+qeDJV3AXPe5Kn6lTtdmpZ7m3+sWFQd895ObnLQEuiajzv+p3RRn2a/V5tovtGmYatB1KaxZ+Zd3CVNiZlJkJqBV48unF2hL2QgECAKjjlArdf3sRSilYtZO14phiXbnu0/hBznPgSu+XA0DuD+DxkGd6hEXeN/SLD1g+cPjaXLTL+xDie5VD5e9n0OkjeMSNXX+3Pe+hyIFIDzxVIIL/4EXkii2AP2sveYqHOwR84lHlcc08Ku7pssB/PgZzTc9DFHl+sI/xS8e19BiJ8jpO3nb/nv/ntrrGnEzvJGyHggaFotCzmFUV7+zF/v2BfWpjnifiJXvtF1fmKEOuRTvVZuVd6DdWJaiZLflPyWQ9700+s1ua+XFmnJuJkCCmxZh5bF6jBZzmzu2dP2h35OBBfKHaRwIjqpskQML7QKEyWy15K2WMc5x/skYLfMhvJXvLU4Qidw8NRTKpBSVSOzU7TVvWm2NWq4jn8SVYqPad/Jd5i94/bhSQb6TveLUICSLnknuRA7oM8/mMHgc8GTqZyz9aa8H6+2nRWsU+aBkhJ3hTEoCkse3jXI5T0Ny4lufx7smZQx7Ew/oga3h5HTwxrlFRH9linPOCtYS33auNTOc4l2OWR1RyfLvUZgGmQyWNphy3KgdBtXWqjm8du5S8T3ZW5ylBgHt0vGNzeqV3eIIhpx6TOXLFYnWk7m5Or7ztIK8qY1+FIaHWLKcKUbeAUx6Xx/fQenW/FuUxldu5Or63L5l70P4JoKFwmD4OhMSfHoZ2i9QVvAhLk+/aD2DwqfT6IB9K+BYgQYkjY1RA1kcAS8R5WtIFEEVhP9qrYzzEpnsIfPkivbQhjSHIjaNKn+QgQFiG583ZRhyXYQcHZ96uljxsasUO4+TkKKMbOQ4QFvb9XinbZaxnwMJfPja6l8W9QBgqkgt9KLdBLhPX8rAdYWrKgfjC8P487sHCAAHsV5M1fJxqGf2XFOH0OY+d901Srx+XjEt53K5oddiO79mpiTZ9X4bJMvbaui4vIF8W5C53B1AOnrgfdV1gKqxer0TuTJYDVOV1qsCQtxfh8mqvztBeibUHJrP/N3lnx6Gh3PdLqbhcnkhWFsGXvtCml64Q3wFQSIRlvTzAh8+Y0W+AAgDHK34TxkO5YyHj9cELxorwAk9YvyJNoxbJKtY+Wcu6h+om+VIv6a3m2umh9YHLZwJ5LhTy7qEUD895OMI9TFj5Dp5E6AquRTtasjJnwPj7HnQyBJ+J0otCzp7n+6TDIEPeqbPdm+uGSoKMDN9hnHi1empA+bjmazhi9LDN8HzmC2d5kDQAqjHOx7VL7V7ptes5SbbxzrY1bvXA3U5m21UelcrjhEJPMOUMm9dLz1Mi9hazOYhyy9TBE8XCcgHhXI8rQ4PpdfKOTo9a5X1Li6MKafb6+jgMuIbRljBcFcIctF1qKa6UGXJ9UO4UfqR+kheE9ZlgGBfpoUKRkoCa+UoodEBTJqUjQ4QSCNsBrLQFPAlc0W73bqW+gNzg8AHE5QdrOuVaRJjCvVgt48QHmAzbec5G7m/9PwDS6aZKztIR4GvL8fHCk1UYz397fqGDkAzfYbC3DBXGRAdzuVRSyjUy7HmG7u3q9UeO9f48l1g4rwecKnCyNqqxZMxpySX36V1jrYxuVGHca0xI6eVMHGKr/tE+jkHBoRh7KLdi6rRKuZYvwwJ4goEAT57bVKFoGNuTVH2mg3f0XPtaoKkX2suXvfbdbHpe6zfv25OGB3jaLdG38KA8Nvp+1113TSGyVFAoVV+z0cGQyIGOe1k8sZp7injXfOeeFZCokrBFPqO1smhpD4MDYUHPV3QZwvvk8k3ZAw/lo9h1judXuQfKrXjagp6qDBqu3bOmXR85DeB0ein1GyDFDQ3xD0uheCkAJivkWJLGdOr/zCtysCWCH/mOHDC+ehTD1251L1iuZYccZs6Tz7ZzyvGNfWzPFStntHKiWvw/JxebjGd5TuUUqAwlgCS4Zic5T6mkPDyml+DFxqo8IRQS16rAkmfvc2zrU+UZoGS5JgzeCplVXjF/1upZUkBa4Cn3V8dn271vkirG8PN8/xK0ne84t9UnQxyDtkv5XgEIyj/S91RW+Z7JyxC5Eq7Ak4NhV9p+DIrWjYpsL3zhMlkpUZd5H7jcYwwB2gBO3j4oBwOUH30DmMxBLMGSe85cPlu6qkU5CC59z3M0ANhuKEGEV8iHV9xbk2MB/OjgvvJA6T+cBfneK77y8Yf96QkjogKIyjBdBeQ8r8kBot+XZ8+xNtt8yYyToDqv4vkeb28iIz1nQDW2JoDe2fIsbi3S6ViOmdfknyrBLpmMcxkcMtkt0bQP8mn9OiP79EpfrdmBCv+7cnWh8mvzEvKTz+VJuM6svf71l7sUeffCCHPMm33YAks++wMvwaDdkb8X+ly86GECT2oljOA5Gq7Akjdb4Wpk2AcREddx76PLRiUXIs+zEnEvQA2yiJ5Awfu0agcyXoPNZcxzl0ToEoymNFDS+nded8+X6xb3arXeGc9z3PeeNMDTbsjHMyZCOK/4GETEIsveuOzAyz6eZZ02coQc8KQR5J6QNHq4J/mPtCMnNjDuuRy5sZGAYQ7U5Xj3FrEOXToYklrj2SYeptb1576nEef94Isu78zzxGDq1l6izipZ3BFqBZpQhJVi1zGsS9dShLSN/W61wsAeivCXxn63Ql2Zem6Hn+dWKm59B0lzzLXGOl2C0CtU3Ts2+64CUfqdoZUBnnZP9L9C4yLCTOk9BSB4npK2bi0z6HsiNYpcv/Hy6Leo8lKx32XMt1Dyuyek0n4vC4BO8GWSMt+I8wEwItcvgDFvQ0/BO4/nfvrC3wP7W6E5+objXT/0BpWelezfjwPIBrXJPU4+8cH51T++kLV/Ejz57wRNhNh8Jp/zqMjBk8sxYURkhFA0eYWMRZXX18FT1khMWXP+Zetj3SU2dmdo3smNqup3HrcNSr1UgSfHMnx2Bp4SrLhiTVd3y5WXoMm3CZ48L6mKKWdnVR2FxUCsmgEFZetADcXos+14Tj6Z0+EvI4Gjgz7a6y/KQZpfx/s6qVKsPYat9lVAKT8uTPSB+k+5N5oZpbwbQkmDtk8OKhx8EJJim7LmniO8I6lQfYYMJTx8VlqW8EjPkudIpGJFrpRnpAGCGa14qalRw4DCIEICulaIx/rHOPOP9w/PmbNls/4c6+i5ceSeowwtuF5qWeJOyAnnudw4APPjXQZ9djBbjqO9oquuumpjfhrUJnjLi7+64VBFF3Jsa6VnzHmefJZahrl87EnPLrm7up74W1vJkIfvMmE8vbpcG2O4JWvcMz1pl1566ZHOQFYwiJADzq1o7n8/Zm7/nDOgcna4w0PlIBjbdgKesnFYgK2ZKxVIyk8PPDnTpaXt92p1MgyDFa52Yp1qP94yro2L04v1OUjMEEWi2bRO8Hj5QOaWawKn7MPsd/6rgGIPafM7Y935TA4SM1SJcoHBtB2ep91Sguk0WFzB5XtvyVcqdBQg9WE8sRpKb6SDJ78+s+p0vhS5AJRm1ek/plmz4C6WsgMbEuKpK8WyEm4d04Y0sBw0sfgwhTp5Ppe1zGusQoQJnnpy6UBHx/mSGFWeS1q6Ol59A3BMA1DXGeBpN+TGIe+Dd1Plv7hcenTB/6u8VS5zCfg9bOd8VwEnfXS++Fr8Lb7RloR2XxS4CiWmxwlDJZdcyjHOZQ7D5Nx5IMcC2e4UaHlnsy9b78S3rf090OSffA5/R4xrcgjsFDzNPURSBZjYz4P4A1XhO3e9Z8iuRY6UCWWwQjoIOZkMV32rSKYzsj83LwLwxTkwk1ufDsocvPjzt/qyNVjyPb1i7oKtAJMn6KI83Pp1jwf/g9DvvffeAZ52SC0XeHVMdRzvHrDO8f7Ru9R/2orv9E5dsbsrHj7Pe7ocYvVKrsQrzAp0/sfgYgDg3iJdk2rmHqJwjxGK2b3PDijdw6QBhQKCahshGdqd+ZnOzxk+cdAmAuAgJ5nL6QaIfnuoG4DkU88rmct3+4QnPGEx/wxaTnP6sXoXohzLKs8GY0PmGaaTwMe1HCMqI53xSzwumdFWsgSootaaJ5A7wPHnJBXD93mY3Z9B/3mZn8NGhCMdAy3nQIUfWsDIv1fjXr43H8/cM5zOGj2/PN6bjGsblSrIjsqHWUoVmHLLMBPv+N/PyWtV4Am3pphMHat96jQPU5BP5cuzwGw8Vz5rCgn/oWRbA01auj445f7q3hUzeWjHBY8tjORLALjb1qeJpxCxT1aOmOyee+5ZNaVz0H7BlYMOP7alkEUuayhbTzZ169jd8ignZEdKW3wi5Y5C13cfNJhcAnloW+SeHwBgJr5C8CGeApZh0T3lTaN4KN5Sru25YeRZce1U8O5p03c9H7IjIjyJsefrkel43ZtK7Bgg+o6S935vhWoH7Q88ZTjLeWDOYeCUgKpKV6mcC9m2vAaGivhO3lttNfATMmeZFs/HwsvlYEPbDJFnWB7ZIy9S12bMPCxmsdFXyEo+ez5fbnN8y7Gv5QlH5gCDFBd1IwYZQ99IXnWcFiiXXGq7s9l2c9RC6dXvCvzwqcogtF4A51bXIjxHiI7QHYl2KH33ELml61ZAz8LwuLKHENh6/QuYjJfv4MmfMxmkChs6QznyduADmIKR3Pp10LQEPFHIUII6lPruqFLMFdhuHZ8g3MlBvhMKxnnSQZIbL3lvvLYUu9T/soDxQiEjKFW+u2L1trf0CO1IBYilLXm78sorJ+VOiF5ARVtf4Jhnq3KfULx4ppAD7uUDDuvoUbiQ/vAwJV44ZMeXtXGQm+8/B4tBu6HUpQ6kqsE7B3ffJs15pSrQlLKVhjXjjPOleEw8z0xBr1noebeVYwN5BAxVHidkjFm9hMYfeN6zSzgvvWYu3/7bny/7OfvbxyAfz3wpG8YmyaFkDPlymXf95c+lY+QM0FZhu72Cp0rQW94Rfuf5S5jNfy8FTx62U9tyiqiv6+UKHfdkDhbpafI8kpz540m5/HYm9uf2a/m9EBBi8Xx3ZqLfYSaUssfu2Q+Tofi5rhd9a+U8gep13t133z3A0wkBKAc3LWoBkvRCpew6McPPXfh5DzcE+C1ZE1iQghWgkYIVeY01ZDPzMeB95z9vqys+5Jr7XHPNNUeWOAOBzgfoYxwJTDF5RMfnYKG2y43P4MC9MYJIMJUsULyUfsAjBWjSvdWPUsra5wOET8po5WgM0LR7agEnN0h7IGqTd1WNYdX/zptprIuvJE/S2+Jj7ccx4JOhPIcxaz+xzw17H9OyPANLNpEf+aDzoUHulxEXl+kMhYvcSHfjP8FSjm8+jrH2H5OYtJWsaT/HUHbFI0rkoOkcySmG3RpaXapg6bHeidX+3Of3SKaBlgInER3hXqdMhEsQVNWkyqTARK+ZlOehv1zaomdRizw+C1PhFXLQ40zGOQmSSFrleD/ft1l+wJVGfsjVUFLvGoQ+aHu0FEA59XjOr1ntc+9T/p9tgR89CVr/Scl67pXLmstNWq/sS6Dl4EnhCSlvEsMzx8sTQ5Etn24ucs8rBoSUsJQqbdE5gCOBKxS251kAzDB0BJokZ4TtfKDwgaMaNIbHaf/UkpMWaFoCnlqyM0fVOOgfvCkJPhxgefTD175ML3LLGZCLIQPEssTCOavpxtglSjDCfdyrhMwhMyknjGN4e1lE3EFTgif38jp48mdGlyC32idjaSnG2XrYzqnHTD1l3lMYSxgxXYXsY80sD5clk4HUPXE8EXkFmlogKhdddeXoz8NAgUAwaOEREiPAHHrRzmTpvkzrN39X4AkG81lN6bpmUCQMUbmAB+2WEqy0AFTLu8Q18pp+7epefhzXSoPA8w5IRqf0gCxVHeuLcfNJY8MNGJ0nUETeYip21vRyIOdJ3HiVRShZXROvkq4JyHPAp+1rXvOag9tvv/2oT3Ts5ZdfPv0GJHFNGRO+pZ9Q8O7lZaBwuWMQcXl242jQbqlniMwBp0qX5/nHbRtb9yjzW3wCCMB74jlRGBUsU4SsVYaLy5bnKPp4hkyds3QVCF71cbdyfrgxjmzgzSV0hqwga+QsYrjIsOF4DBTGR18T0PMKsy+9nAsh/1YB3K2UKqhe7Jzb8Tj3WEreMQl0sqBZLvDId19gNRF65lr0Pv78oGh/eakQOcc9TwwEPjtHTALy9qRVwBQDV7VN8JQ5Tzk7IfOr3MLWNYdS3x0t8RIluEngs/RaflzrvARY8EN6Uz2kRh0nfaTA+S0ZY2FgZgZ56MDzmJgx5yFxl2FPOndeFRFWho/dbS/CqsVw4XhkxHMmUO7IB7LEPkATU509URy5dZlDnlv5hQ4Ch/dpt7TG09DzTFXb/H9tO3KwdwCVsgBYQuZkJOg3xgKhNp9N68aIf/ffDpYcvIkSQKZjAHnOfCf4HllgMoW2gCMMGmQK54GDJv/fDZWcyepjlUem0B/67mPo3jxPa8IH2ybviFYIrmIqn4nD7ASYi6KBmYeR93BAlejawYaIF5IegXR5+m8R7kcpYSloMYiYC2ZLN2Zv64l1DBzuNvWwpoc3/eMeqKHUd0tLFe5cSA1QhALj/7xXXqtlKHlIyZUSoIf6Tfpce+21k1xdf/31RzlGOua6666bZFG1i8iJEsGDvqSKCL5z44Y8RnjRrV2uhXWrLYYSyhyLlrwsZAOvE/WmJD9KKPVQQs5YRRY9hIB1DNAClLlVXL07PM/et0PW9k9zEZLqeN/m/jWUcppjD/yPAaKPvKKSNeX+6bdkTPKGxwlDJVNJMpTlIM3b4ARvvinGCwdPgK4qdIc8SLYouiwZ0/ZVr3rVJDOMc8qvJVWErRsznteUIfE0qLwN7jkj4pQ17nYCno7jWTouVWjcrVZP3sZ6zY+Yzj+ulLF60yWZ6J/nb4VPEnhxvG/dm+WeJ47xeLDP0gFQab+7NX3rHioHT5nb4aG6zLdoAaiRLL5bmpOrpQZLC1j1rpvfncf9v0z0xuOEtUuRTG0phpkyKdnzIpkO0DEmXMmjoB38M+Mt8yxoN0CH/bkuIOULXLawejMnA29vzqZDoafsYS0jY55f2JIhzwkZtHvaRI62/X7SAO/lIzFGIUOSNX0ka2wBVDgNPE+pNxGK7/7MFYjM728K8JTXr873nF7JhWSGPEMMFsmXyge4pwlDBdnzOmnVRIyecel6IWu9nWjO07Y8U9VLztyjDMl5DhO5DQ996EOn70LoYiRVINZ+MVy1PIVbvQkgep4ZzqkY059JlGsa4UbkWl42no+sYmotuZvTrV8UuA8yFZNVuU0pLClEPN+g00fu9UzeFCUI6hG8CP9wPoYGHl0vzUHhviuuuGKSr8c97nGTMpcVTNkQ3Z8lJQghkGdE3kOG7ZBx8orwwAJY4GcRipv8DJ4dXUGCOc/DMkOSG+RKMoaHiI/uiRWMZ0nHqe2ylgFf1exEB4fcl/cFtWRrTVhp0GY0F3Zr7duEKgMlvUBVbq2H5xi3NGZdffXV0/dHP/rRR15exjkvBu0zXSsvsvNfGjIeQmb8Sw+Ub/Hw4mn2Om66txtAFKfU6gKSvZtvvnka5+68885JtiRjyHk1jvUM/Z7x6FiCtBoA2U5n2y1lpE2AUwU00q2IxevLtlQrXXtiaFq7KHyP8VZhuAxZ5b4ETW6pp+cpnymt5GRan23neU+EE/BAuULPnCjCFi3QtBQ4ZX8MOjlqKYXWe+G/aiBuDejuHWW/Pj6xgmUaXNZk6QocCaRQF4aZPjlYZBvz/nh5IEAM0//hc+dJBoh8XiZjiNz6hveRHQAQckceBSEGfcfTRCkCZBDFnp7lVrmHpTQA1P6o95420X3Vu8sIRhZvzNI3PrYxjkm+BJ4ka3h69Zs1JZHTHOPyWapxwD1JOXmhBbgO7TfGToIblzeui3xROFYypS1hc/c0VR6masyaA8G98X0nOU8txbuLgTRDZCi7nDrps3YIv/kW65WYr/aRrIo704uIVZa7u++r8FaCDh8E0qKA/F5Y7uRi+L0AR1LaYiYxltC5fr/yla88cmtikXuCeG/ZB1HLO8F79e2g00k9sMS2SpbkXOd1P8aBGPKBEcKHkACyhELXcfI8pUwyIwheJHzlYWuRz4wR7zv/YzyIPIzhYTg8TsnflE141KMeNeVaMagQQtN9ZO16yQ95t3TfO+64Y5K9W2+99agSsZcN4V60yZ+TPs3Q/ZL3OOjCozRiUu+zdb73te98zMLYx1BxWRNo0nfJmv6TB4qICjWYXB5ybPNZ2jnbOg3t9Dy1DK1zxufkKFI/0Z0MhOokc/IsyXP7spe9bPI+yfOk/YxrTE6q2tAy7ueIcZoxNz1sJ1rn6biuzETkKEif2oxSRkn7d89hQnHzv+czVS7MzPvJOhRVuCs73PNAWnkkvDjPcfABza1fn6FDTgaFwAh5ZD5GFQPm3mx7TFj9HrQf6nmRjgNsXYZb13Heddc7ORR8pLA9r4J1tVD27mlKvVF5Pp3vkTEW62SLPPj06So/pNeHDrj8HJd19zpJrgSg9KHYpYcQ8p0t1ZFr3t+Qw93Tcfu49d57xrQDfgdNACVtCYUneMJQYVYd3qYc39xYFlXLmfjsNB870htTeanP2T1yLGv1M9dMr67knCWMfKKFtyHHserdLX2X7g2ba/fWPU/HoSonKMNyHjsVQzDVmXABSrsKx6Egq7woLFOYR/9j8bqr3ZG5rwGUrj2PUydoasW40w3qyNeBEpa3LF+hdOVd6LdQOol1nuNUVSBvMdpaxD5oP9TyTqwdcHvWWVqPLnv6To4g4TcSUZmdpv06BvDkZTMA/J6r5NYu8ue1ynSerE3xtrZUBtd+n0LN7DxX3Gn5OiAibI0R5Z4h2oIxpo+Ut+5PCEHeqBe84AWTfOm3lzjI/k694BNBNvXSD7ncP/UMyiVjY4a6W+MaM7spJyAZ0z6q5pP4DZByLy5bruEzxYiY+NgKD+ZyJoSqMRZ8fMsIUOV0ONfwZnvfpIPCjRJ5neTZledJ4xsJ4uQyZsmObRv4mwKnvSSMJ1W5DonIM0yXITjW1CFs4J4nGNNnArklnS84LVa2gCemQjpzVecC1NKaFaUbtxrIXJn7lOicaeczgqqaFq0ZcxUNxXxh0iZei9Y5GRrH+CAhFYWuMEGCJ2bR6bfXWiHp0q1MN0gAWZJlB114mARSFDKjzYQwWlOp/Xf1/PqQQwLIQdY8R8oNKs/DIP8CILZmwkR6+gadLmoZFf5fGhqpz50qZ4CHmH2ChS93QokPcgYpq0ORWMCRj2+eFwUPu9HsY407A0gJ8RxC5Bb+9hl+OevVvayHM/Xh8j/3OuEccI+TF7dsjWHbkqU1nuITBU+VwkuwlMwFw1AlFU9Ty+NULfHAC/Bwm/5nEcVM5uZFuaL3eDD/e2KfrwHks+dgQu7J9b24H8e5QvekWDxOQuTyMuF5YjFDVmdPYLeppTvo9FB6VVwZtrxTDuxbVlUaKIAlyZKq7Eq+NFvHFTmJqcia3xNlx3VZEw7ZE4/qXl5Og3pOlAlgyr943w0JEXLIM/h6Wh6C89xCl1+dh/Wue0me6BP0h8CaZAyLV9/lcdJW/+WMuSW0yTmD9k8tWVoaMVnqBHBPk/bhuVWekv7T1msREo6rxjU+jEt4mjIpnDEL4J9V7wFRnrfHmOZrs7qh4XJ2zvogq/+7w8KdARrTNI69/OUvP7jhhhsmz5M+ahsRlFa6yWmivYCnZDJeQJUw52E6mC3DdHieiPPidnfgkijcp1NiBadLUZRgKxPGeQYPBbrC5lotxFwh3XR1Zm0nz3Nyj1OGEjd1Pw66sKjyZPbeeRVWwFBBQZI7AWjSlhCCe55QjO4xcuXrhNudZG3yGMhfQv4BT9RFyrwN915Vg1blefKcDREzcvEmez9q63LF1GgZKMys21Smhixe+ACq5WlJL5OnbfgkBiInTFLCCJFMSeYEovSftu7dZWzzSEameLQq0VeJ4UwocvAEz/M8eLN0jqe4ZMjuXAM8pqfKx1fGUWbRSbaYlOEL+WaYe58ytOZeOwNPzlT8Tvcl6BSw5KCpAk+E7WBGn4rpCNfBTi6U23K5e/6Rg6d0H8IQvqQL7dP/nmuFh6kKNThzed6HvouZUN5C6Poox0mMpn3UfwJkebsHnR1y/hDxjltucs5xz42X8/DJFq7AsYIlV1T9hqeRAYAN3t708Pi6Usz8xBpmAED+HGxVspaKmSR0BiQmhYhYXR5PFPLgM+EwyDQwkYyKLqEon3Iv9F1bWcSveMUrpnwninAOurjIdbbLXDVjzsGSp5m40c+yRGwlE9Qa9MWtM/Gb2WrIk9cd8/p+8HvmF3qdP8ZDT8TOvEKfSatzqbMmQgYzp/cSS4B3HeMpMPowe1ZepptuummaWXfbbbdNnmBK7XhZBNG+ZW9NGG8ns+1aniZ3CRK/hckSLCWY8jAeL8ln29BGZzRP9Hbm4li2Dj4cPKX3SuTTkTkWkOTTpD2/ao58JgRAz2fU+cet4wR2g84W9cJ0/p//754o9466QpfcCSyhwAFRFJP14nZU2/ZK3Q78fVYoXlLAk1u0PhC5VZxe1+pZPZwg8unPeKS4TwIx9tMPbrXj9aK2DKFyGSsyVAgvDrq4aW48g7d8PGOGahoq2rIkGDLnaSnVChce9iLM5mu9kW8IOGKc80kZGCy+pqJ7srz6PzxPJEjyQr5g9su5WPe1GpeRQ8Y16Qc5AdzrxHi2L4/TGjyzt9l2KEjvUPc0ocg9puol5EG/HO+IvkqMA2lnXBWA4Yt4wjyusHM7l3BNOwgbUiJfbdZx5F7h6vQ4eBZD89wo4tEIhBgLrxP5Tkzn9CUfhsfp7FH1PudCUwAb5I1wgYfjXIELJHkFYr8HBoZ7ghx8AOTFi75UEIqdpRR88Wo3MpBhr8iNziBHkOP10eBC8qza7XLGs7pMO7AELIo8/AaIYsaPPLuSNWb+aP/aui+DLmxqgQOXO5cxr7bvE5gAR6wrR44Tq1i4k8BrDcKTLn8Y/sgc6yX61vMIsyhypnW0xgw3spgQonawAoe++/h9SeQbOoj0dBbyrXS+5Ez1CeV1IteJKv1Vzu5pp52E7TKvyV9MgiYQt3uaQLxecdWZGIXugAe07aCpV3E760ZkaCQ9Otzb3Zvcl0GBcAazjfIeORsP4l60H48TMxFwdzI4pddp0NmmKuciPabsd28TSlBKW4ngJKcCnlDcIixU994m/7vHlUkLLFqNl7dab5EkcE84FWEtJ1jiNwMUoQbtQ1cAhHx6dlqshAxZjoVnEvGMkilm+1CeAIXeCvEPuni9Tl79G95y0MSsOQoyA54qsOR5uu4U8NnWhMPhTzyi4lG8pu558vGtyoXNMYPxCJ2BYS5iHNa1CYmLkLn7LMSeIUzPPUY3oDNIQ9Ez4DDwdl0oY9pl23R3+X5nMK+Y6lsPxyVoEoFE03XuChB0zQvyRDj3PKEM8TwlU2UYL/cleOK59AyeFAtCB6Vn8qvnQ3FNn6pNrpM+8jjpIyajQB9u1wGcLg6q+DEJRUxdGApYUriSpFTP00ORAkoSkKPQUeQQYWPxoxQ5+RfIAAodi7mqi4RizXy9zAvkw7IvAn66pgYj8jG0T+czoy91EGtZAuwAZHjNCB8ov0keJ1nHzGAddPFS5XEir4cxzMt2MLmiAk3pqfH0DFE6AbwGk69vyjpwhJczXJeh8MoJUHnXclxDjjF8tF9bcgsxWh50voo5+ieXhOE5KTKrXEJ5nbSVB4oSIB5iP+kxbc39L9v2DRyFOjr32XF4njxMR3jOGbZigMxLykQ6PE68fN96CKGanVYBKH8uEchaz8GAQ9iAAn4IBYU3E6FXswLdPctMBBYDxuvUmo0w6GxS8mOLUF4+K45EcGRO+3ySBtdFDnxpBsCTKAtfihddobvHiWRsAZIMIWRYzZ+rkjXPGZQ86Dl0HbVf19Uz6R4aoHS87utWPM/J7CWBIh3DAMdMOkLhAlBMyvD19Aadbap0vJODeQ/XEd6itADlPMSXHqbjHPe4usxhuGDYA1gASBjU5AZpnxsslYz1xrXW8zGueaVxvGF6Hm1lgOn6eKvvC49xTuBirFJb1X45AgSayCnEsXFagNPOEsbnqFJ+HrJzb4zPjoN5QOSiTChNxgCpovBR3gAovrsCd3dmi8n8OVovEgXtMxZgMil4bSU0Iqose59kIp2Op/glUzflaWJ1d+0jmbVKqht09qgFLlpKkXwLeWG0xhUzZlyh5ew4V+B4buDpNFTcGgbQE+7yma3kG0rZezuzlhrkIM6fFxmhnYTXAGXMUtK9mP3H9dA5eAPceEHH6FmkyJVzoVl11JmRYpeiH3TxUA6WbuRWnicf13xtVa9rJEJm/BruWWLrM+Dc2+N5TnzHOVCBplapmiWhMM9TdiOHZ6YumuRe/wEKz50HlL4cmof0mPQkry65hPI6SfY8ijLnWT+tdCzw1LIaW7MRHDg5k2VowJcp8ZkDHsZDaXtNJJR3tU5Pi8l6L61ycSIMehauyTMRG2bJF3+uBE8odYCd174gYRzLA8Fxr9Ogs0utxHBR8ixeFsIHClPljBcPEcOPKHIsWPKWPMHU7+khOdztnrPkXmJyJjLHKWUtZxQleHKjCZkG5Ok5MVT0G7CI8gZA0n/0Fe2VfAks8ZHXSUp9yNagVr6T1zCqnAKZu0QEwkETU/YBSWw9TxdZ45PjWs8JUI1nczztBoZfm2fWOKTnY3xj9t25yJfy8jw8Lwtp33777ROI0gfvbqtG1UnSmrYcCzw5mEi0W+UlOQjKRHB/8V6jogWe3PPkVcA5NgeBXo7T0k6EoUS4NX3plpwBlyDSmQuPG6EQQgdC+UzhJC9jAKeLm9xzkwrTZQLFm+AL69CvAa+iyAnBpaLnPr4ANf/ldGcHP04O9Pw3CtuPY+DxZ+eY9No6YKOmFHmIVG3GMEG5S770zAAmbaXQJW+tdg66+KgK37jMofclD8xGI4XDZ5q5rDFpyXMEvZxObhlX3Lubxkp6bfm+hvx4z7/yMdXDa56O81ZWqJrxnDZrHNNHwEn1nBSuI4qyz7IES599bRu2FrZzZsnZQDCVM0K6RVGaDnx84dAEQhWISubKQab1otZ0Wna2GMbDhQlyWrMQUPjU7PCQnbbUnskk8bXtHXRhUnpzK++Ngw2ULhMjnP+xDiHPr0jwxHmUH3DvKL8BSN4m5/kWeOJZ/Bz2Za6jPsiNGy0t8IQ1TOkQeaak3KW4pUeYXSglrvwnPoQUSLjNfKtBFxclL0KVM4DcOB3PRAqPKqCzvbq3z/xm606AanyrxrMe8NiEb3Pc9tSUBE+E6d7qfKkeZtEDnghFkkfo4ImcrfSmnwS5XtmENgJPc5aZMxheFwdNngfkjAAaJanbvUj+f9ascCZza5i2eFu3/aJyYPC4eM6484RBYsK+hh2zEkjKzQTxXbR/0OmjfMcubzkbTUSytnjIw8JYvRzvMuOrq6PYXaFV+QgOmHyQyHYBeBKAZBjEDYwER1VBWv537zWzCclx0pbqyN42DDeFEASYpMjxQtEH3v9Dzi4uag2irnfdw+uhZf12766PZxjJLmuZh+u5vQmWEjBl+D7bWbV96fNXYMKNf4EkEuUfeH7tPWoyer4UpXXk1RVwYiIGBhl6ZW0bt03HAU47qfNEZ6C0XfFmkTz+h0EyibXKp+htq4+3aZsvqro+wMnj4SQTUtPDFTkgSUrck8Td6zSSxC9OaoGOSsG5kSG+YZadK2qfHl1ZuSjwlkJxo8C9P95WPwZ5rp4lja8EThyDUnbwJOK3/tfsOZLlKQZKbSi8SeQh6hwpdCWuSqmzJIvPrjsNSn3Q6QNQ8F/m4XmYrko/8fGs8iy1xjPuW3mat+FpWtMnlDCgBAqzCx94vgAtYxueKvJ2JWe33nrrNClDAIolWDLkeJKUBt2JgadEwpm7ULnzK89TbpeApAo0LaXsNGfW3mCSniaf7VMlybtQ4S2g+BklCbCEx/IrFzelgZH8zzFedZ/kU8LIeHu5Bgrcr5WAJym9Q5XRk6EOl/uWbFX7EmS54eTtIzzHlGm1nxACibsOnHQtLF95nKjtJAVPqGXOih90cZLLWzX+4H3Kc9xzlKUJcnybM/y3DeiXjGsePSGP0OvIPTCAkwijTHLFyhj6sOZljmenUc7WAKidLQzs6NpDB6IWkk7k7dueJ2lX1uJcR6anyaeuen2rXEKCcB2J4V4MU4wHgBohu0GpjF0+fPKBPh5+csCVoTTIc6ESGGVuUc6KQ76RAT+e5G33NPOfk+f/+XN5uE4flDjHePFP7oNSB1BJjnSsPFP6n/ABlrBCd/rdmvQy6OKmnkEOYKoMA//k+FWNa5y3ZLvvcY16VgqFS47k1VXuoOpZvdV5QOWOAepPUfpDeU6SNV+C5TSBpuO2ZaOFgedumFacW68VY1Rgas6jtIaxWvHc43Sco3P3MnmeU9Z18tAJ0zjxNpHjVHmcTguzDTo5auULidwKrnIW8vje/rl75/nVf54XRfuWPmPLKma/J6sClEQ5VVq/Pc9EhooMFGaxstRE1R+Vvhp08VLygPNH7qvA0xLvUnWd49JS+ctwedayUohOH08Ov8xKM+AkoXAuq2PoO2UYWsnuJ0knmvNUdUDLq9RjkBZzVgCrdd852rYixOPkypwkumQyXhLhOuo34W3yJVgIu2Sex6CLi1oWb08OKg9TztJLwDMney3yiR95PABmTaigej7fJ1nwZTFk/WrL8Z5fKJIsStYkV5I15V9QEFMhBVnCTjmxJe8/6OKgypgXLUnUnhv71o57+yQHTnidfOaqPpI51u97wPnSBCJmjRMSv/nmmyevk/IL8Toxo/C0AKdtAKhV4GnpQy9lmjkmmvtvjlqJqZXl4NefQ+yZ5+TeJreAM1yRC/96BVmv5eShut7zDLr4qOV18v/9Pz++8kpx3Nw9/Zq9/a1rrlVStN3D3ZIpElUJKUi56zcJvJ4ioI9kC4tYXidKf2zbEz3obNESUJT/VcdW/+X31jFLqSfHveulNzu9TtRxwimQldQPzz8jYxrFnZk57suvnCQwXENr2reznKcWM8114nE6193+m15n7lzPc8LjhFvTZyDg1hSBuqXAWRpCzMUaP2I2/sPFOWhQi/bpDcl7bSJj7lmClnik8aRRw0rK/Lrrrju46qqrJllT/sWjHvWo6RjCc5yD8SL5kpzJ60T+hcBUeukAaCl7p13ZD9ot9cavJd6lvM4+aYmcumwCnJhZpzwnydgVV1wxzWalDIj+v+Q8eJJsMn4pn1DeJnmd5OF1AHXaPE6nOmHcaZudVlnW+btlcfc8Tkvb6SX6e0vPeLiBmLAUvHudSBwnz6m1zs/wOA06CcBV5SAtlTE/NsFTy6vaspw91ykL8olYqFtb5I1SBVLslP6gICheLF9Ps+VROw102tpzsdFSR0CPf5dSJSNzEZS54/jeaovnL3o0hbpOHqbLce2Nb3zjUZ1CSu5UE57O4ti1F/Ak2kXnLUHV27ovTOcuTaZssnI7rk2OJSnVY8JiLNWXESpnZXftq1yc+3iuQYOcUsnOeZ7m/tenV3G8OgdCQSNryrmQNSx5Y5agZEcW8TXXXDOdqxl0Mkw0m05K/cUvfvHk6aXWjIfsWvWofBbgkLWLl5aEweYiKacB+Fae3/zPSxNoLGOdTGbX+WLAzJp7w/nJTjfddNMkY5I1jW2SM9a/PMu5u8de227bimVpzsQSV2TLOk5aqsyruHDOrvM8J9yVTNP0PCf3OvUQesu6H0p90FrqJWwnIKrOcz5sHd+SuSpXC3mqruXWvWRL4MknYaDIfQ0wkbaUAfEcDF+I9Lj95X0xaFCPlnqeqrHGr3EcD1Tvnmw9HcUnQbnMibxi+uvP1ydkdh3huwulptMF43nax2Dfusc2QhaE4wgdSJkrWZWKqySxkqPhS2AQ+1UcmLL1YjwxG7PrfO2g4z7voEFradu85KGAHAj4pEVcASzJj2TskY985FE1cX3wPmXZAcmZFPgNN9wwKfSXvOQlR2E7PEncz5eJcKJtY427QdCmPLA2ZLcvXkuPE7UJNZYpv0l5TsotlPdJsqb/SC1h9YuXv/zlU5juec973iRrynmiFEgu73QWaSdr21XHH5f5lrhFe3kYFROviRl7rhPonE+uXefVZan6LGbDzZm5TnOzEXoWR2WhDLqwaZ8KdKkHd+kxczKX1+u1ISdmMBGDj86lqrHkStfBGmZFd3KdCM31ckqqZ3Xv2Nq+OS6dhpDPoO1Qy7PUG7OqY5f8XtIWtpm/S4kCPuQSihiriJ685nyOE4vZV46AC21MWtPevXmeLlRCecJYWL5UXdVWyJwFEkWslk1ZesWAtU95GGIwoXSKZI616wYl9ZI7N7nOmmN2kScI+eK+bD03yquZ6yMrGEuYKdNesA/vLjImeVKNGXmabrzxxskK1n7WrvOaazmzbhghg3q0DbnogfB9UUZSMETI3ZWnSfmDV1555SR32oeRQh6TxrF777334IUvfOEEmm655ZajpHFPQ7kQc53WvI9TC56Og7bXIvNWTgff9fF166h3wdZzMHQe9WbwMOFtwgPla4/1cp2gpX2wD2t40IVB2whV9665xiPcux+UMqD/qG7MmnXMANLWgZfkiHCdJmVIyTMRA0uYnI2qbUtym/KYIXODNk0h2Ta/tGS2J8fk53qiOOkolNxB1kR4eDWGkUt4zz33HIXEtb8qhHmW5WLv4GmXcd1tXhtXJcAIZsLjpA9VjvXB6yTmASTJw6TvmoHAbylzMRuJrktm1w0atEuLN0HRXJjuOCF4nYvidi+QLyZMOFwzfa699trJ+pXcyRp+zGMeMx2DomatSNWWkUJXrpPkS6EELGBKGGT+FTlNTl6R/UK0nAftl9zgqGRsH7p9jbfEw3RedFYeJ+U5Sd6uv/76aWzTR3LIkmKEwl/0ohcdeZzI3cUh4EWez/q4tlfwVFmuLVrrbWFfzzpecy1+5zo/XvuC+hdYwiIPJRAbpu6Fz65rheq2EfMe1vDZp6WKeak3qXe9nme2dUyvPQliPIHccwopQIvhQmiBPEK8TpIpeZqo6YSnF+DkocFsR69P8tmyD3q/B519StnpAajjjEXb4jH3OGU9JyZh+AQo7dexzLDztevutSri1eoYPV1yVnJ1T23Y7ji0DcRPGA6ARP4FdS9kCesDeAKdi5lInmMNLf0GTBHSS4/TkhyXfVkygy4MWgJ85s4/iXvnIMAWWVKuhWTt6quvnixi/ZbXSWBKcqTzpeylwOVxkjKXx0mKXR9m32H4VDPrHDxV+/edizLo9NG2eOA08JKDJn2XLEnWqOUkj9PDH/7wSeb0YfYda7FK1rQ+pGRNNdNe//rXT+BJ8rg2gnIa+mMbbVgFnpYO7mtc/z2vT/X/0lkJm3ig8v6eUIenyRf+1Yf6ToQeBIxIBvd6TqDzuSrivb5e+1yDLh5a8u6Xen17vJe/WzyZ92wZB95evLuyepmIgbdJYXLkDKtZ3z3/ghwnQnSt9hwHHO1TxpYYVINOF83xx3HHtSXXat2XMc1nsVJyR/Imp4C+k4aiD3XTyHWiltMboor4cUJ1LZ1x0Xme1lqkp005wGQkghM28DwnfaguLtJzuluTEvXEgqkevq01foYHatAmtA1PU2t/jyer5FEPpaHUWcVdXiZqzFBnhhCDjpHSFljSrB/NriMXQ7LGtb1siAgPVHp7e8970rrppO9/sdBZ7ueqTqHkiKrhWitSs+vwOmmMkwxS00mgSTNWFUW5/fbbjwDUX1ipnUq+LwbaadhuEyttG7Hhpddq3d9jwuQ5+erSxIMFrvA4sXZdep2ofgwyd/fmUqGt2t/zQLWef9DZo10C6R7/VLzYk8Xqt4MnEfWc8DR5GRCsZX1n0gWLa2srefNSCA6edI9W7pM/S+sZe88xZOziAU5rZG3Om7LNcW2uDR6KJp8Qj5NAlMLipKOwsD3jFmE7cgo9z+lNndnix6WTcBCsBdGXnUV0vsbrlcyalcTleSLfiYrixIt1HCUJpMxl/RIf7hXC3PVzDs/UhU+9d7h2wE4vD/v8u4e6tkXie7y4eGdd3nxmm35rto+sYHmd8PTqQ+iO2mkCTFpPS54neaBIDhdRkiCfd01/bRIGX+txH3Q6KXPe+O48cVLvdxPwhtHArHEiKZI1gSZynASe9B8OAcmUIih4nCRnRFQ8QfxwR8DpQqATSxhPy7X3f+9365ilg49fB4VOiICZCOQ54XHyqqvMrqOekz6ygnPdul5BvjnF2+uLlgdqiWfqLDP2WSD3ziwFyRVvVzLjg8NSkLEGiDh4IWSWa8v5gsH6LqCkkB3LsHjNGW0Ji8v6FXBSCRD95rrIr7baR5uTZ3s8XIUWe/3s5+0KQA2ZO3ma06dzOrblidrGuNbznHokxRe0l1dXgIkPHl4f0yhDoBI7OAY8z+mwU89pG2POaffqrgZPLUW0xIVYvfw5xbBEEc0ds/QajtAdNPkCiT4QiIHwOBELpmBYJoj37gttyiTDA3U2yQGO03Hf6TZlrifXeIE8F0nyw3F4pggXSKEjdz59musIPMkK1kfraknekC9fuHSbNPecc8dv4/6Ddk89A37uvE3ecyUvFQA5zpiAvHmukyeHU6eQsLhkh7QTASbJGEYK4xopKPedofqElYG1V8/TnKdnqQLqWXSt/1v3X4PYndmoHu4ACuajsB6lCcRQTJHWh1wnL+K31O3fojkrZV8eqKHI90PbGHgrj1J1zNJrJVXynLyGrACeWB7F8/9EUuCEDfDsep4hJLmSItfC2lLqUvQAMEAZHifPcZrrk54x13rOPLeSuaWG0RIwO2j3tLafW3y/hCr+aPHVkghK7ueT69aR6wSIIsdJx1GpX84AhesATgrZEU1Jh8Bhh69bzzgnG1VEaO5eJ8EDxwJPLS/SLgbnTazhNZSL/qLAmXWH0oeBQOgKIeDSpDjfWuB0oQzGg07GGtpUrpYCp5byPy7P4NYnPJfPgZeXCuLkRvHsAl3IlbxMsoQ1u46K/ZIzjq1Cm2tCHHN0XI/S8AKfbkpZ26W+O26EYQmgcuDkE59YEcMnPJEzqDFLQEnGiWbYCTz18pwOFyasV21bc95ppVNTJHNTF2nPulzKpI7SHTzhbaKCuBgHBvL8C2rMyLWZRcNOi8IcyvvipiXhpm0TniW8QE5qC7IlK1h5TqyjxTnM9JESVzFMhete+tKXTvuk8N1CzXCdK+rjhv1PCkBdKIPIhU77BE5cfxcAKoGTL8XCTFZC4TgGmCWOZ0myJiNFYbs77rjjyHjJUjuHZ3AsWfveNyqSmS5qvm9yrd7+6vrV/Za2oXfPXGUaEIXVDOMwfZOp0tpmnlOPuda4dVvPN+cKnQvTLemvobhPjuZkYxNZS37qha5a7Wgd0+JBjgcUecK45MqXOXKDRcdIkVNPRkpc4InEVRb69Xv4deeeo9VH1TPO9Xklc3OhwbVtG7Q78hBX/vZP8naL7/k/75H7e++9ulf+V927eg7GMmSLj4g6Tnh4NY7J6yTPLsUwWwv+bpPWjt/bakN63yu9uNOEcd+/7Y7dp7fE1/pxJiNBnLwNZtNRkoDKq1Ri3VYy3b6s4UEXHu1D1ua8vNV336cta8sBdKj+jawxi84r9uujYyRX8jQJOOmjpSEkX1Lwup7OdU8wpRZIHPeFhvdNc2GVtfkxg3ZHPmj6gtVzAKpFvWOq/ZWhW/FIS9ZaAIBEcV+TldnirFlHmR1tKUWgcJ2WX2FcywXsz9oYc654z3up89RSEj2EOGfhte7R8ki17lOd22qPC49/tM+XXaHOjBQ4ZQmqkgSbeMVa7fdzW9bsnBW0pA8HnR6qgIxoG4C8+t3zaOZ9W0q+uhcy5AmmLmdeDsQnZ+DJladJVrA8vMhX75pr+6F6hp5+2sTLm+dnPy85d9DuyD01bHteKKjFC2t06lKdXAGqal9+WuMZObvkO8mooUo/RTCZjNFaTizpOGPJnDExhxXWyE31nnvXPtGcp214Ruas4kqxVRZydd1kMmYm8NtXlBZDibmoaCwl7x6nXZWqX9J3rX6e2z/o7NFpeLfuBcrimMgYORgUolXSuL7L+pXX6ZZbbpk+Lltck1l1fk1o6bO7Ih1e3ouXWmCp2jcHYNYAgrXAqXV/bysgydNQ8PQyo47q4Pot75LGNnmdqCCOxwlPsTsEzhrfn9uH5ylvKOq59f33HKPlddcwWs/7Uv239LlcYYvJBJCEyL1yeM6qmwN4m1LL07bEEmo9/xKP3KDTZxUvsXqXemb9PksHgDmjpAcscokUnw2k/ZIr7WeqtJQ6MpjKjTBdZYW2vK1zfdB6Zr92pWd6/7f6L++bfZfvfND+Bk83qivemyPni9Y5Pd276T1aQAC+ovilxjBkkUiKLyfWW3ZlrVy1aOnY2AOVS86vqPe+13iwd7Yw8Nr/ex3QAmWt43oAKo9PRoNhxEQIjz4kzxGyExNWyHxNX2xKrWfpWcW9PtxVOwfthjZ516J08TvB63mO0yZgwY8jcZxwAPkYWMeyeiV3t95668GNN954lKwKyMrnqBRrNcNvDW/3ZKGnX1r/z92rt38Ap90TsoBnBjmgbljygu9reWPWDOxz15jb+j0AAA4EPMzN7FU8wRgqgCev5bTJGqxraIlsznnjeue17lcBTQw4kuuX0uIjXSnMPXB+bx2/1DO0jYG9ukY+E+icJDn9BxOx6G/L4zT3rC1a8szpUVjqWWhZ0xVoGor6dFJakKK1npXKm9ECOJv+ru7Hd0/EZZ8+vqA2pT9k/ZJ3QQFMURoordpRx7WS556rB5CO4/Fq7R9yuVty75KDJ/++KXhaI5ut78cBTy5znrvr41o1nlXX9bFiW4b24QJZW3PO3P/5PJkTBojaCXiq6qnwm20LTPTQec+Kbp3T+z1372w/sWARSlvnCIXCWKBy1rHzsN6+vDa7sgD21f5ByykVFvty68oiwYnvz7UVk5d6nsk1wMmP8RlwKCs3UiRr+o816jSrTpawfmvLjFfyL2gXy01wHbb+bO5+X+oJ6CnsuXO9z1oDzRL59WMGcNo9MVhSMJLxAN7lu0cYUudvCp42Gb9aY5rzvQMD2kCOoIwUPTPP4uuwtuqytQyUwwXpAHPPvLRPlpzf+y+fB7DExBUvir118AQzuaJiPw13ZbYWxLQYbm1n9hiu92w8ny/vAFInabyaVVeBp6UvfA64rPnvOFZB1Y4lbtVBu6HW+2BgTkVQAagWwMprQku9KC3vS3W8u8Y51/8n/4JQAiFxklm9HxwMVR7T3kBVAcVNLd0l1vJc362hAaD2B57gzwRP2pezznr6dtvgae6/HnjyuoUOiuBPnyTl16SkSGuMWzo2JP/3aMm4uQS09trhOol0AYATRbG3Dp4IY1UKwV9oxVhrwERFreN7nbtJxwKM1KFS6ljsJNrxf+Vx2gQEtazSpYBlLbMtPWbQyZODjsqjIXIln7w0B7Aq71Neozf4+//eBt96/gADkIj8JRbUVo0ZHSvwJLnT/5p9R1VjPE1+rfSAMwhWlcaXgJaW/LWAo187j229r961l/4/aLukGZ+VccxUfYzk1PnHBU9Lxq458FQZBRm2YzH7BE9uyHiExcsTrFmK5Ti0xhGwdHxvgUsRwJI6jpRJueKKK3aT80SD/KVVYGkOVPRefmtfqy3HBU6u4PxcDwG4y5bPGlrLdEuOX2rBrgGQgy4c6nkKRT3QM3ddjq9+5745z1NSepEAU4BAN14qAJjXabWp9VxzHqPeNarnbPVH3nsOEC1t/6D95Dzl/kxNES0BUUso+WYtqEr+SPDkifCt6vsc7+QGUQUaN6VKRtaO42uBk9+bD/lNnihOXy1+lsMxog4aNGjQoEGDBi2m5TBr0KBBgwYNGjRo0ABPgwYNGjRo0KBBa2iAp0GDBg0aNGjQoBU0wNOgQYMGDRo0aNAKGuBp0KBBgwYNGjRoBQ3wNGjQoEGDBg0atIIGeBo0aNCgQYMGDVpBAzwNGjRo0KBBgwatoAGeBg0aNGjQoEGDDpbT/wvw6eBPWPCUQgAAAABJRU5ErkJggg==", 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", 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" ] @@ -600,11 +640,11 @@ "batch_size = 5\n", "plt.subplots(batch_size, 3, figsize=(8, 10))\n", "for b in range(batch_size):\n", - " # moving image\n", + " # noisy image\n", " plt.subplot(batch_size, 3, b * 3 + 1)\n", " plt.axis(\"off\")\n", - " plt.title(\"moving image\")\n", - " plt.imshow(moving_image[b], cmap=\"gray\")\n", + " plt.title(\"noisy image\")\n", + " plt.imshow(noisy_image[b], cmap=\"gray\")\n", " # fixed image\n", " plt.subplot(batch_size, 3, b * 3 + 2)\n", " plt.axis(\"off\")\n", @@ -618,13 +658,6 @@ "plt.axis(\"off\")\n", "plt.show()" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { From b0c229e206e8a5f300db7388b1be891af4eadb61 Mon Sep 17 00:00:00 2001 From: "Cano-Muniz, Santiago" Date: Wed, 21 May 2025 09:47:02 +0200 Subject: [PATCH 8/9] Change move to noisy. Signed-off-by: Cano-Muniz, Santiago --- 2d_regression/image_restoration.ipynb | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/2d_regression/image_restoration.ipynb b/2d_regression/image_restoration.ipynb index d8ae022a8..10b592079 100644 --- a/2d_regression/image_restoration.ipynb +++ b/2d_regression/image_restoration.ipynb @@ -570,7 +570,7 @@ }, "source": [ "# Visualise some validation results\n", - "This section creates a set of previously unseen pairs of moving vs fixed hands,\n", + "This section creates a set of previously unseen pairs of noisy vs fixed hands,\n", "and use the network to predict the transformation between each pair." ] }, @@ -614,7 +614,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -650,7 +650,7 @@ " plt.axis(\"off\")\n", " plt.title(\"fixed image\")\n", " plt.imshow(fixed_image[b], cmap=\"gray\")\n", - " # warped moving\n", + " # predicted restored image\n", " plt.subplot(batch_size, 3, b * 3 + 3)\n", " plt.axis(\"off\")\n", " plt.title(\"predicted image\")\n", From 89ffc8cf7270ae6205828aac439cb469b6c288d9 Mon Sep 17 00:00:00 2001 From: "Cano-Muniz, Santiago" Date: Thu, 22 May 2025 09:49:19 +0200 Subject: [PATCH 9/9] Change naming from fixed_hand to original_hand Signed-off-by: Cano-Muniz, Santiago --- 2d_regression/image_restoration.ipynb | 186 +++++++++++++------------- 1 file changed, 93 insertions(+), 93 deletions(-) diff --git a/2d_regression/image_restoration.ipynb b/2d_regression/image_restoration.ipynb index 10b592079..8848a6230 100644 --- a/2d_regression/image_restoration.ipynb +++ b/2d_regression/image_restoration.ipynb @@ -28,7 +28,7 @@ "Building on this foundation, models like Restormer demonstrate how Transformer-based designs can be effectively adapted to understand and reconstruct complex image details during restoration. The Restormer implements a computationally efficient channel attention to tackle image restoration, achieving state-of-the-art performance. Briefly, the Restormer employs a multi-scale architecture, incorporating a Transformer-based encoder-decoder with skip connections and a cross-attention mechanism. This design allows the model to capture both local and global contextual information, making it well-suited for complex image restoration tasks (see [Restormer: Efficient Transformer for High-Resolution Image Restoration](https://arxiv.org/abs/2111.09881)). Thus, we will leverage this model from the MONAI framework to demonstrate its capabilities in image restoration.\n", "\n", "\n", - "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Project-MONAI/tutorials/blob/main/2d_registration/image_restoration.ipynb)" + "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Project-MONAI/tutorials/blob/main/2d_regression/image_restoration.ipynb)" ] }, { @@ -78,7 +78,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -134,15 +134,15 @@ " RandGaussianNoiseD,\n", " RandGaussianSmoothD,\n", ")\n", - "from monai.data import DataLoader, Dataset, CacheDataset\n", "from monai.config import print_config\n", + "from monai.data import DataLoader, Dataset, CacheDataset\n", "from monai.networks.nets.restormer import Restormer\n", "from monai.apps import MedNISTDataset\n", + "from monai.losses import SSIMLoss\n", "\n", + "import os\n", "import torch\n", - "from monai.losses import SSIMLoss\n", "import matplotlib.pyplot as plt\n", - "import os\n", "import tempfile\n", "\n", "\n", @@ -164,12 +164,12 @@ "\n", "During the data loading and transformation pipeline:\n", "1. The `\"original_hand\"` image serves as the clean, high-quality target image.\n", - "2. The `\"noisy_hand\"` image, initially identical to the fixed one, undergoes a series of **random synthetic degradations**. For this small example, we apply common degradations like Gaussian noise and Gaussian blur (smoothing) specifically to the `\"noisy_hand\"`. This simulates realistic scenarios where images might be corrupted by sensor noise, motion blur, or varying acquisition settings." + "2. The `\"noisy_hand\"` image, initially identical to the original one, undergoes a series of **random synthetic degradations**. For this small example, we apply common degradations like Gaussian noise and Gaussian blur (smoothing) specifically to the `\"noisy_hand\"`. This simulates realistic scenarios where images might be corrupted by sensor noise, motion blur, or varying acquisition settings." ] }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 2, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -182,21 +182,21 @@ "name": "stdout", "output_type": "stream", "text": [ - "/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmpc_sk2bod\n" + "/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmpyd0u90wu\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "MedNIST.tar.gz: 59.0MB [00:01, 35.8MB/s] " + "MedNIST.tar.gz: 59.0MB [00:02, 28.6MB/s] " ] }, { "name": "stdout", "output_type": "stream", "text": [ - "2025-05-21 08:42:18,262 - INFO - Downloaded: /var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmpc_sk2bod/MedNIST.tar.gz\n" + "2025-05-22 08:47:35,940 - INFO - Downloaded: /var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmpyd0u90wu/MedNIST.tar.gz\n" ] }, { @@ -210,15 +210,15 @@ "name": "stdout", "output_type": "stream", "text": [ - "2025-05-21 08:42:18,360 - INFO - Verified 'MedNIST.tar.gz', md5: 0bc7306e7427e00ad1c5526a6677552d.\n", - "2025-05-21 08:42:18,361 - INFO - Writing into directory: /var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmpc_sk2bod.\n" + "2025-05-22 08:47:36,048 - INFO - Verified 'MedNIST.tar.gz', md5: 0bc7306e7427e00ad1c5526a6677552d.\n", + "2025-05-22 08:47:36,049 - INFO - Writing into directory: /var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmpyd0u90wu.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "Loading dataset: 100%|██████████| 47164/47164 [00:00<00:00, 293883.67it/s]" + "Loading dataset: 100%|██████████| 47164/47164 [00:00<00:00, 270330.68it/s]" ] }, { @@ -226,7 +226,7 @@ "output_type": "stream", "text": [ "\n", - " first training items: [{'original_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmpc_sk2bod/MedNIST/Hand/001727.jpeg', 'noisy_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmpc_sk2bod/MedNIST/Hand/001727.jpeg'}, {'original_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmpc_sk2bod/MedNIST/Hand/009015.jpeg', 'noisy_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmpc_sk2bod/MedNIST/Hand/009015.jpeg'}, {'original_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmpc_sk2bod/MedNIST/Hand/007610.jpeg', 'noisy_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmpc_sk2bod/MedNIST/Hand/007610.jpeg'}]\n" + " first training items: [{'original_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmpyd0u90wu/MedNIST/Hand/001727.jpeg', 'noisy_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmpyd0u90wu/MedNIST/Hand/001727.jpeg'}, {'original_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmpyd0u90wu/MedNIST/Hand/009015.jpeg', 'noisy_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmpyd0u90wu/MedNIST/Hand/009015.jpeg'}, {'original_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmpyd0u90wu/MedNIST/Hand/007610.jpeg', 'noisy_hand': '/var/folders/l9/mzf3xz016nn449t2nlqp0k680000gn/T/tmpyd0u90wu/MedNIST/Hand/007610.jpeg'}]\n" ] }, { @@ -255,7 +255,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "metadata": { "id": "QZJCeerKTu3s" }, @@ -288,7 +288,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 4, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -303,12 +303,12 @@ "output_type": "stream", "text": [ "noisy_image shape: torch.Size([64, 64])\n", - "fixed_image shape: torch.Size([64, 64])\n" + "original_image shape: torch.Size([64, 64])\n" ] }, { "data": { - "image/png": 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", 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1Zn/frwBZMIgGCkqif8qAUwaf0mHvTDodK3iZuOGGG5J3lfqTROOUd8dl0CydvLzntGjRokKk6gIAIItDDjkkCVAmgclaWlq6go3Jo9z9adWqVT3SbpUj7x5fdtlloT8df/zxSWC22267LXkyTfI9yy/R55xzTr/WC8iKd6KBCiU5KZcuXdprUBWJiA0AAAYuGZDKr+IWCYS6cxYNAD4MogEAAAAASInAYgAAAAAA9Pc70ZIk/corr0zyxh166KHJ+w6SYL03ksNvzZo1YezYsdGS1gMAsCvkoa3W1tYk3ZzkNsWu9fWC/h4AULF9fakPLFq0qDRs2LDSD37wg9Ljjz9e+shHPlIaP358qaGhodeyq1atksfL+fDhw4cPn8J9pI/Crvf1gv6eDx8+fPiECu3r++Sd6KOPPjocddRR4dvf/nbXt80zZsxIwtp/5jOfMctKCpzx48eH4cOHl/1mevDgwWXLVeovA7Gb3/o2X2s7q/08ZWLvC08beX/V0NZl1WH79u1lp0sk6qxlOs+XrHWITWs/q12982KWyYtVN+v418pZZbR53jp4rqESiTbr8qwy2rokbZtGUqFoNm3apAba0Wjr0s5bOf/k09zcnKSOw6719d37+8mTJ5c9JrR9oV0jvedL7D5Gq591jll9gnaOWX2MNU9LcWRt04gRIzK3nXX/YNUvK2s9Vrtq8+T+U9PY2Fh2+tChQ9Uy1nVNYx3j2vZ67xE8/b3V5to8zz2Cpz+15nn6Tasvs/b7sGHDMp1LVttZ7W3VQTuWR40apZax5mnbNHHiRLWM5P/WguNqHn74YXXeY489pvYnGk9fkqavj/44t1wsJGLw/PnzexyYc+fODUuWLCl7Y9T95kh+Qu880Msd7J4To5p4BzKeATGDaHt7rZMz9oAzNgbRxT/PvIPomHXwdvoxv7Sz5sW+yZLrQJGPyzxl7eut/l7KlduHnmt/EQbRGu+AQCtn1Tv2Fw3auekZ7MX+Uthaj6cdrOXFHux5ysS+BsX8cteaV6mDaM8XBtY8z5fS1no8g3zP4N+aN9z44kn70sAq4/kSvj/uQaP/fCvf0smIX/LmdSf/lnemdrZgwYJkpN/5kW+xAQBAcWXt6wX9PQBgoOj3Z6DlW2z5Cb7zI8niAQDAwEJ/DwAYKKI/zj1p0qTksYOGhoYe0+XfdXV1ZX/Ot37SBwAAxZK1rxf09wCAgSL6IFqelz/iiCPC4sWLw8knn9z1Tor8+5xzzklfsSFDyj6Prj0nX/R3TPMKCuUNDqTNi13G87609U6Th+cdGysIihY0xBPUyAp2Yh1DeR1fRX8n2tMOsdvV+55i1jLe9taOZeu88ATJs64DHp53G606aPtJazv5e0+AoIEqVl8fW+xz1sNzznquQ9Z7ktaXFVqgH+saoNXBerfSop1L1vuYHR0dmQMhea65VjCyWbNmZQ6SZN0LeN531+pnHQ8WbV3Wdd+qn1bO06d766Dtd0+gudjxbTyxAqw6WPOy9nO91c8TA2iUcn5aAdasvlsrJ0EqNW1tbamvQ9JmaQMf9kme6AsuuCCcccYZ4cgjj0zyRV599dVJ9NQPfvCDfbE6AACQM/p6AEC16pNB9GmnnRbWr18fLrnkkiTAyGGHHRZuv/32VwQgAQAAlYm+HgBQrfpkEC3kca7+fKQLAAD0Lfp6AEA16vfo3AAAAAAAVAoG0QAAAAAA9Pfj3LtKIseVix6nRYYrQgTu2KzIg7G31xPddvTo0WWnjxkzRi0zcuTIqFH/tm3blrntrMiD2vZqUUFFS0tLtIjG3mid2ry8onb3xbryWp5nPd5onUVoB61+Vr09Ee29y8srGnLW6OFE5+470raxjvO8rnl59s9af+GNsGv1P1nPWXknXuOJKGzVW9te7T5AtLe3q/O0yOK1tbWZo/xa9whWBHNtX2j3V0K7DnkzmXj6xiJknPFc363jS9tP3nPdk+0lr3u52NeoocYxvmXLlsxR663lafOs418be0yYMKHsctauXRvS4JdoAAAAAABSYhANAAAAAEBKDKIBAAAAAEiJQTQAAAAAACkxiAYAAAAAICUG0QAAAAAADNQUV9bf5yVmCHpv2PrYaXm0kPtWegEtBcO0adPUMlOmTMkcgt5KB6CFyLdSeGRNbSM2bNigztPWpaXCyJN1XlRy+quY64ldpsipubzXythlPGmxvPOylvGkmEPf9Pee46QI1xpPqiGrr9X6QE/6Rysto1WmXCoYcdZZZ6llZs2alblPtfrNF154oez0u+66Sy1z4oknqvO0uj/66KNqmc997nOZj0nrHkbb71bKLCtNU8zzwntfHfN+3LqXy+u+P/Z9uufa4U2zpR0r3rbT6rHNuHYMHz482jXPSvFmnRex02p2LbdPlgoAAAAAwADEIBoAAAAAgJQYRAMAAAAAkBKDaAAAAAAAUmIQDQAAAABApUfn1niidRY5OnGedfBE57Yi5HmiX48ZMyZz9M9hw4apZbSIgFZERytKnxb1z1qeVb+Y0Z2LHv09L9W2TXldO4oQ8Ti2mP1CpbZBtUXnjh2x17Pftf4idvRYT1Rea5use4SNGzeWnX7CCSeoZY455pjMmTXGjh2bOTr3unXr1DI/+MEPMvf3F110kVpm1KhRZac3NzerZaz7B2153sjFA403qnLMyNgWz/XG2iZPva152rESOzr3bsY2aevyjEmsMYYWBdyqd7ko+Fmu+fwSDQAAAABASgyiAQAAAABIiUE0AAAAAAApMYgGAAAAACAlBtEAAAAAAKTEIBoAAAAAgJSqOsWVJXY6oTzTE2k84eS1FBCipaWl7PT6+vrM6xFtbW1lp0+aNEktM3LkyMzpPWK3nTbPU6baUuwUPW2XVib29aYIrPbJa3sH4jEOP+2486SI8fJcj7X+x3uOeVLveO5HrDpoqZje8573qGWs/aTNO/zww9Uy3/jGN8pOX7t2rVrmXe96lzrvkksuKTv92GOPVct897vfjZaK07qP8qTr8aaD8hxfefW1nnul2DzHsXU+WffBnnawaPWLnSawZOwL7fj3pujTtsk6z7KcM6S4AgAAAACgDzCIBgAAAAAgJQbRAAAAAACkxCAaAAAAAICUGEQDAAAAAJASg2gAAAAAACo9xZWEPu/rtCre5ccMq59nuh7P8qyQ8VpKqu3bt6tlWltb1XmbNm3KvLzJkydnTg9hhc73pKvypECx5sVON1GpKYiKkGYuj2Whf7APi7UvsuyPIqSYs67TWgoWqy+zePoYa11Wih2N1qe2t7erZSZMmKDO09JnWvXW0khZqTite4Gbb745072I1eZWvUeMGJE5xZV1n6Jtr3VeFCHNqmdd3nR2Me/LvOlKNUOHDlXnadvrbYfY6ao869nNkWbLop1r1r7Q2rzcuZlln/JLNAAAAAAAKTGIBgAAAAAgJQbRAAAAAACkxCAaAAAAAICUGEQDAAAAAFDp0bmzih2BLq8ov0VpI22eVUaL8Ll582ZH7fQIlmPHjlXLjBo1KnNETi3Cp7VNVmRErYwnondv8waaIkTgrqb2tngjZRYhUnIexwPHSf7RuYtwbHmOB61PsKJiDxmi345p/Y9VB6vP0vomq4wWEXf06NHBQ4uAbUWybm5uzpSlQ3z9619X53V0dJSd/sUvflEtM2bMmLLTGxsb1TLWfho3blzmqOda5O48r1Gxz01teZ5I8n0RYTrmejz3yJ77d29kbE877GZcO7R51r617p+1a6V136/tp3LXgCz7lF+iAQAAAABIiUE0AAAAAAApMYgGAAAAACAlBtEAAAAAAKTEIBoAAAAAgJQYRAMAAAAAMFBTXBUh5UUR0hZ5UlJZIei1lAna9N7WlTVNhmhrays7fcOGDWoZrX5W6HwtpYTYunVr5nQT27Zty1wHT/or6xgq8nnhVakphYpQb+t4yCv1R57HpLZNsdsBfUP2U7l95Unt5OG5VnuOb08KFqsOFqt+WmpIqx20faH1f956W+l/li1blilVldiyZUvmdJdWvbXUXFbqTO2+wlreyJEj1TKtra2Zj6/YSCfp72Nip5eyxO7vtXm7OVLqWTxjD2s9WcZMpLgCAAAAAKAPMIgGAAAAACAlBtEAAAAAAKTEIBoAAAAAgJQYRAMAAAAAUOnRubVonZ6o1EWICKjVL8+6eSJ3x44i6InObUXca2lpKTt9/fr1apnRo0er87R1NTU1ZY6UaUUt9Ubu7m9FiBzpPWdinmtFqINXXlGzY0cFrbbo9NVE+p9yfVAR+k2P2Ndwz32PFS1a6wOtCLueyNNWf6/V74EHHlDL3H///Zn704svvjhz5O76+nq1jBY127pHGDJkSOY6bNy4US0zfvz4zFHKY18ji3DPHfv+Ifb1ppoimJcc2Ym8fXqR2ohfogEAAAAASIlBNAAAAAAAKTGIBgAAAAAgJQbRAAAAAACkxCAaAAAAAICUGEQDAAAAANBXKa7+9Kc/hSuvvDIsXbo0rF27Ntx8883h5JNP7hF6/NJLLw3XXXddaG5uDscee2y49tprw+zZs8NA5wnJ7g3j7gnxbqWB8IT2j51uTEsJtXnzZrWMlgaisbHRlW7Ck8ajvb09c4qr2PvWc3yhb9Il5JXWolJSQBRV1rQb1damefb1Ay2l5eDBg6MuT9teq0/3pDuy0mJpabtGjBihlrFSZmn945gxY9Qy2r3A2LFj1TK//OUvM2/TxIkTM5ex0ppZqb486UW1dvDeV1TqeZZXP5zX/ZrFey+XV1rSl43jP6927Y/2yfxL9KZNm8Khhx4arrnmmrLzr7jiivDNb34zfOc730ly+kk+wnnz5pkDIQAAUBz09QAA6DL/JHfiiScmH+2bg6uvvjp8/vOfDyeddFIy7Uc/+lGYOnVquOWWW8K73/3urKsDAAA5o68HACCnd6Kfe+65UF9fH+bOnds1raamJhx99NFhyZIlZcts2bIltLS09PgAAIBi8vT1gv4eADBQRB1ES6cq5Nvo7uTfnfN2tmDBgqTz7fzMmDEjZpUAAEA/9/WC/h4AMFD0e3Tu+fPnJ8GhOj+rVq3q7yoBAIDI6O8BAANF1EF0XV1d8v8NDQ09psu/O+ftbPjw4WHcuHE9PgAAoJg8fb2gvwcADBTZc/0Y9t5776QDXbx4cTjssMOSafLOk0TuPOuss/ot/UgRUpZ4Ukh5WGHmPfOs8O+e0PBFCFvvqbfVdlqaESv9iLW8mKz1xE59UIR0WnkdX971xKyfJ2VJX4iZrqPoaVMQv6/v3O9Z9r0nnUps1jmmpS3y1k1bl9UOEl1do0VQt1JzaakhrfSPlqFDh2ZKGWmlxbLerbfSX2k8Eeat9GDW8rR2sNKDadsrX1JVU3/vkWcfU4T+Pq/0p6XIY7DY+ynLPUeWdWceRLe1tYVnnnmmR4CRRx55JMmrN3PmzHDeeeeFL33pS0muSOloL7744jBt2rQe+SUBAEBx0dcDABBxEP3QQw+FN7/5zV3/vuCCC5L/P+OMM8KNN94YPvWpTyXfgH70ox8Nzc3N4bjjjgu33357GDFiRNZVAQCAfkBfDwCAblCpYM/PyWMqnZE7y/38rj0yYz36EvtRAu0RKk9TeusQ+xF1rf14nLuyH+eO/chv7Hb1iP0IUF5ldqVcHvspz32b1/I869HOW9l3HR0dSUAs3uWN29/vvvvuZfsgbf9Z11bPOWZdj7dv3555ebEf59a213qU2moj7bHtIjzObZ2z2uPcVpkxY8Zkrpu2HovVDtbj3Noj2Hk+zl2EPqHo98gx6xCbZz9Zx1fse8OSY1946ud5xaZcGamXfDGcpq/v9+jcAAAAAABUCgbRAAAAAAD0R3TumLL+/O95PDbPxzDyetTbu03Wo18xFeztgX59tLe/eR71zitiYl+sq+iPesdUhDpYYkcMjXm8FiGbQ7XJ2n97onPHvtZ4lmf1s55HMrVHrPuiftojyVYdrMeYtcck5TFKjbYu6zHmtWvXhqw8bWc9fmpF7tba3HqNQHtE3XoMvQjZaDwG4nU3z/sej6Lfew1y9Pd9FaWcX6IBAAAAAEiJQTQAAAAAACkxiAYAAAAAICUG0QAAAAAApMQgGgAAAACAlBhEAwAAAABQ6Smu8gi97k0HVeQ6FGV5eckrdZhH7HQ9lSxmSoKBmJKq6PJqI09aCyvl0UA8lwairPuvCCmuYl/vYqfptFIueeqgLc+qg5V6SkvhNHLkSLWMlsLJ2lYrBZe2vVZKqryuXZ6UpJWcgtKj6PenefU/RUhXWsoxvZSnv++r44FfogEAAAAASIlBNAAAAAAAKTGIBgAAAAAgJQbRAAAAAACkxCAaAAAAAICUGEQDAAAAAJASKa4iyjO9Tl4pqayQ8dq82GH9PWlBipDeIPa+zTNdT+w65JV2pgj7PbZK3SZvypf+5rm2YtfI8RDrmChCajxP32ill9LmedJiWbS0U1baJy3tlBg8eLA6r6Ojo+z00aNHZ07t1NraqpYZO3Zs5u3dunVr5m2y9u2WLVsyp+Cy2m7z5s2ZluVlHV+evttzjnuP8dj3uwPtfjLPepQcx4MnRZ+nDuWmZ9lGfokGAAAAACAlBtEAAAAAAKTEIBoAAAAAgJQYRAMAAAAAkBKDaAAAAAAAKj06dx5RuPOMdhe7jGd5VrQ7LRKkFSHSU8YT0dGKzqhF67SijGplrHlWHfI6vmJHWcwzirq2riJEjiyCPOtdhDaPHa3dEw056zFZqcfWQIzOXfRMBVYf4+mfY0ca9hzjnmjaVlTq4cOHZ460rW2TFZXaWp4nArB2b2Eta+jQoVHvObRI6Z7jLk9FuA/OU8wo5d5sF5Xa5qWcMiYQnRsAAAAAgJwwiAYAAAAAICUG0QAAAAAApMQgGgAAAACAlBhEAwAAAACQEoNoAAAAAAAqPcVVkdNLecp4UkrETmOlpUUQI0eOLDt9xIgRahltnpVuwpqnsVI9bN26tez0zZs3Zy5jzdu2bZtaRptnpZuwtkmbV6mpCvJeV0x5peYqetsVIa1FnmmNkK+s1zzP9dMSMxVab/M0Vn+hLc+b0qimpiZT2ilRW1ubeT1WaictFaaVFqu9vb3s9La2NrVMS0tL5v7eukfQ7rGsY8hansaTQs069j3Ls45j615O27d53u96zlvPvZfVrlr9rPvJmOkaLbFTsA5y1MF7HY+5veX2ESmuAAAAAADoAwyiAQAAAABIiUE0AAAAAAApMYgGAAAAACAlBtEAAAAAAFR6dG5PNOtY6+irclmX5VmPFhWxt0jb48aNyzTdG9HbihBuRVrUaFEOrQif1jwtqrcV7VubZ63His64ffv2zJFYtXmeMt4olbGj0+fFivSYV2T/PJeXV8RxTzRRbwRS7bpnXVO0edax74myi955Imr3N+t80Y5Hz3XfGz25rq5Onbf//vtnitpt9ffWeTlq1KjMy7Paobm5uez0xsZGtczGjRszR+626qAtb8OGDVGjSFt1iN2faserdS9nnbPW/VLWe0PrnPFEzbb2hRZx3Cpj3Udp/YUVBd9zL+eJZO05Jq15Lzuu4d7j1XMPo51P5aYTnRsAAAAAgD7AIBoAAAAAgJQYRAMAAAAAkBKDaAAAAAAAUmIQDQAAAABASgyiAQAAAACothRXRUhTY5WJnTLIw5PuRQv5L4YOHRqtjHd51n7XeMLge1JcdXR0ZC5j1cFK9aCl07LKWOl6tHKeMt60XXmlvfGkyciTpw6x00t5rh1Wuj1tnvfaoaVHsZan1UE7l+R4bGtrU5eHXTsHs/R3eabG86xLu95Zy7LSP2rXSSuNokW7tm7atClzHaw0SNb5p5XzpOupra1Vy1jphLQ+ev369ZnTbLW2trr6+6zXISull3V9suqg9d3t7e3Bw3M/qZ0z1nmRVzpJ65j03KdY94YaT2oubzqo2Pdlu2VMJ+llpdSbOHFi6umy/Y8//niqdfJLNAAAAAAAKTGIBgAAAAAgJQbRAAAAAACkxCAaAAAAAICUGEQDAAAAAJASg2gAAAAAACo9xVVWeaWxsspZ4dpjlrFYoemtlAlayH0rrL6WMsFKKWGlK9DKWcvT0mSMHDkycxkrjY61L2Kng4q5PGufW/O0fWulvLDSNmjzrLQb2vZqqTC851PsdFAWz/K0eda5WYT0Uta5rp2D1rlpzdPOd6uMpqmpST3uVq5cmXl5yC/VpTelS+z0lNr1OPY9h7U869qqpWmy+lrt3mLDhg1qmfr6enXe+PHjM6ep0a5DNTU1ahlreXvttVfZ6VOnTlXLaKmsrP5Ua2/rWLGux9q6rP7ZOh601FgNDQ1qmbVr12aunydVlNWunrRPVl+r1cGqt6cftu5hPOe6Z3kWa5u0c3Ds2LFqmdGjR2c+b7WUVGLChAmZ66BdB8rdI8gxR4orAAAAAAAiYxANAAAAAEBKDKIBAAAAAEiJQTQAAAAAACkxiAYAAAAAoC+icy9YsCD8+te/Dk8++WQSDfV1r3td+OpXvxr23XffHhEAL7zwwrBo0aIkwtm8efPCwoULzWiHReSN5JlXGW2eFaXPis6oRR+0Ii5r0Q89EROtaL5WhF0t4p4V9W/cuHHqPC26n6cOVqRAiyeSu7bfrSjgVtRLLTK2Ff3TmqdFNG1pacm8PGs9VgRzq/1iRrL2RMa2ymjrsupgzdOOZSsyrxXtXptnRcXV5llltAif1jzrvNWOlVWrVql/f++994ZqkHdfLxFzs0S8j90/e6L6W+vRziVrPVZf64kQbkXN1voF6zzX1mVdc617Aa2PtvrNMWPGlJ1eV1fnyliizfNcj62206IJi02bNmW+l9P2n7Ysq4yYOXNm2ekHH3ywWqaxsVGd949//KPs9BdeeCHz8eq57+ntuNR4sm5Yx5fW5p7jy3MPavWNWnR8UVtbm/n+eaQjI46V9cPaF1r7adcHa5vKRQG3rsW79Ev0PffcE84+++xw3333hTvvvDM5QN761rf2OHHPP//8cOutt4abbrop+fs1a9aEU045JctqAABAP6GvBwAg4i/Rt99+e49/33jjjWHKlClh6dKl4Q1veEPYuHFjuP7668NPf/rTcPzxxyd/c8MNN4T9998/6YyPOeaYLKsDAAA5o68HAKAP34mWjrT7z+HSwco31nPnzu36m/322y95VGTJkiVllyGPgckjnd0/AACgGGL09YL+HgAQqn0QLe8pnHfeeeHYY48NBx10UDKtvr4+ea9152ft5R0pmae9eyXvxnR+ZsyY4a0SAACIKFZfL+jvAQCh2gfR8r7UY489lgQV2RXz589PvuXu/GhBXQAAQL5i9fWC/h4AUJXvRHc655xzwm233Rb+9Kc/henTp/eIkCgR8Zqbm3t8Q93Q0KBGT5QollZUWAAAkL+Yfb2gvwcAVOUgWlIcnHvuueHmm28Od999d9h77717zD/iiCOSkOWLFy8Op556ajJt+fLlYeXKlWHOnDmhv3hSVMSmhWu36mCFeNfmWWWsUPxaOgArhYAnHYAnbL0VBl8Lq6+lVOot/ZWWisKTMsuqt3Uj6UlppLHSQ1jztNQMVlosKy2AlnrD2k9tbW2ZpvdWB22brGNSa3Nr/2mp2qxyVpnYddDSTVgpKqwUGlpaCU9KKquMJ2WW1Q7asaeVsVIEDjRF6etj9tHetFieOniuNRbtmLSWZ6UC7HzHfWfWO+qeexhr3osvvhiy0vpU67UAK9WXtrzJkydnTgdVLlVOmtRTWjkrVZy2n6zUSVYdtDayylhtvvP1Ik1arLVr15advmLFCrVMU1NT5uu71W9q+33SpElqGSv1lHbOWP2cdkxa67H6OSvNnGd5WvuNMvpn7R7ZOmes43+PPfbIXEZbV7l9IefXWWedFdIYkvWxLonG+Zvf/CbJ5df57pMMMOQGTP7/zDPPDBdccEFSYWk46YilUyVaJwAAxUdfDwBAxEH0tddem/z/m970ph7TJbXFBz7wgeS/r7rqquSbD/l2Wn61mjdvXli4cGGW1QAAgH5CXw8AQOTHuXsjjxxcc801yQcAAFQW+noAAPowTzQAAAAAANWEQTQAAAAAAH2Z4qo/5RVRO3Zk7Nh10CLuWdEZrSh92jyrDp6o5555VhkrWrSnDjGjilv7wpqnRUa0IiZq86yI3p6ojVrU2d72hRbZ2Iogq5WxoiRrUeatSPPW8aDtJyvCpxVFU4uAbUW21JZn1cFTP0/0a2ueVUZrB+82WZHwNVqk2HXr1mWO/I5dI+dgufNQOzetzAIesTNNaNch61pjZcLw9CPWOaHN82T3sLbJygiircvaJq2NnnvuObWMRIzXTJs2LXNEb8+xZ+1bLXKx1T9rbW5lrrCiab/qVa/KdC3srY207ZUghZp99tmn7HQr2r8VnVubZx2TWp/lzRqh3ZdZZTznmXVvqNW9trZWLWOlKdSiXNcZZTzZMzzXZM+5WW49WdbNL9EAAAAAAKTEIBoAAAAAgJQYRAMAAAAAkBKDaAAAAAAAUmIQDQAAAABASgyiAQAAAACo9BRXeaSyssKYW6mBtPQQVkoJbXlWGgOrDjHTIPVWj6zh5K0w8550GJ4y3tQfWhod61jRttdKa2GlitLmedL4WPvcSsXkWZe1TVrKF09KKu/xFTO1mXW+eNJN1NTUqGXGjBkTNR2UNs+btkvbXk+Kndgp+qzjS0tZpW2PlRoFfcOT9jCvVJPW8Th+/PhMy+qtv9fOP+t80dLIWWmVrPNFY/VzVjpCbZ7Vrtq136q31V9Mnjy57PRZs2apZbR1rVq1Si0zadIkdd6LL76Y+XiYPn16puOut/2kXdv22msvtYzVRqtXr86cFkvrG61jXEtRZrGu41qaTusYss4zbZsOPfRQtYy23600W1bqMK1+3hSs2vn5ktGu1vI0Vpt7Uvz2FX6JBgAAAAAgJQbRAAAAAACkxCAaAAAAAICUGEQDAAAAAJASg2gAAAAAAFJiEA0AAAAAQKWnuMojTY0VDt1K96KlnLFC0GspKrwpqUaNGpU53L6VpsbDk/LFk37ECnVvpW3QWCk0tNQ71r7wlPGE4rfaW2sHb1oeTxo3a99q9bP2n7bfvWnhtHnWvtCuN9YxaS1Pu0ZYqUm0643nmLTawWo7TzoMaz950gZ5rh3WNmnr0qbHTp2Enm1brn21Y8u6rmnH/qZNm9Qy1nE3e/bsTGmiLBMnTlTntbW1RU3F5ElpZJ3nDQ0Nme8rrHnatbW5uTlzOijrvtDaT1r9PNch7Z6st+NVu45r22ody1Yd9t9/f3XejBkzMtfBOr601FNWP6ftd2ubrNRhWh9t3dtr+6KxsVEtY7XRnnvuWXb67rvvHjV1rCfNXOyUt4Md97TeVMae1IfavF1Ni8Uv0QAAAAAApMQgGgAAAACAlBhEAwAAAACQEoNoAAAAAABSYhANAAAAAEClR+f2Rm2LFZ3bim6rRditqanJXMYTKdBanhUh3FqX1kZWREBtnrddtXlWVFxPJMPYtEiG3nbwRJG2ohBrYu9b63jV9mHsaIpWHbTI9da+0Oqwbdu2zGWsOlgRZLXopNY+90SStspY26RFnrUi0mr70FpP7MjdKI6tW7eW3Ycx+yXrfLH6zalTp5adPmXKlMxRn60+2IpKrUXnrqurCx5aNF/ruqbV3coI4pnn6Ue2bNmilrHmactbv3595sjY1jFktavW/1jXT+06abXdsmXL1HktLS1lp7/mNa9Ry1htpB1fVhtp/ZxcGzTWOa2dM1bEeK3eVrta+0k7vmprazMfr1YEbuu6Yt3feI7Xjo6OzPXbzZHxwpqnba91b+iJOJ4Gv0QDAAAAAJASg2gAAAAAAFJiEA0AAAAAQEoMogEAAAAASIlBNAAAAAAAKTGIBgAAAACg0lNcDTRaSgIrPL41TwtBb6VzsNKCxEyJYy3LCjOvheK3QvR76uCZZ6Xe0cLqW/W2UiZo5Tzh+632ttJDaPWztslKs6Cty3OsWO1g1UFLoWHtC411nlnpIbR28BzjnjQ/1jzvOePZTx7e+qH45LwodxzFvr57aOeL1SdoKYOs9DqedH/t7e2u5XnuH7TUTpYxY8Zknmf1S1odrHpbKZL22GOPzNdwLZWptixvekorZZA2z0o7ZfVzjY2NZaffe++9apk5c+Zk3iZrP2mpk6y0WNYxPnHixMzppbTzyUpBaW2Tdj9iXaM89yMbN27MfC3ypg7TtmmIUcZzT2vN0/Z7X6WxsvBLNAAAAAAAKTGIBgAAAAAgJQbRAAAAAACkxCAaAAAAAICUGEQDAAAAAJBSVUTn9kTGtqIztrW1ZY6Iq0X9syLaeaLdWVF+reV5ojtr0fM8EZLFyJEjMy9Pi2ToKWO1kSeKoBWJ1WoHrZwnore1/zz71nNMxl6eN0K4Ns9qV+2cto4HK1qndi2yIrFqZazrjYc3knvMKP3e4zWP7AJEAO870heXO5490Va188WK5Gudsw0NDZmiCVvnsxWt2jq+NmzYUHb68uXL1TLW9o4dOzZTH2xF+Z0wYYIrovcLL7yQ+XqsRUm22tXqE7T97sk0YfX3Fq2cVQctYvWhhx6qlrEiuWv9mXUMaffB1vFl9ZtamSlTpriiUnvuH7Tj3xoPWMer1n7W9UbbpqamJrWMp35W1HOrjbRr8hDjHkE7xq0ylpiZP8rtI+u43xm/RAMAAAAAkBKDaAAAAAAAUmIQDQAAAABASgyiAQAAAABIiUE0AAAAAAApMYgGAAAAAGCgprjSQo9b6SE8Ka42b96sztPKWSkvPCHZPeleYqc0strVk+rBSqGhlbPSQWlh+q3w/VoqBW+6CU/4fk9aJYu2bz1psbypvjzHnlUHrV2t4yv2NnnS5VjXFS31jVXGmufhOdetedryPNcbTyo5C2mpKoPsp3L7ynMt9NwjWCli1qxZU3Z6fX29WkbrL6zUNtY87drlSddonUtWe2vXViu91OTJkzPfC1jtoJk6dao6r66uLnPKLE/KQatP2GOPPdR5tbW10VI5Wvvcuu/R9rt1Tzt+/Hh1ntYWjY2NahktPZfV33vSl1nnuid9U01NjTpPa7+nn35aLZMlvVKaY0W7RlhlYt9HDVf2U8xUVV7l+oUs9w38Eg0AAAAAQEoMogEAAAAASIlBNAAAAAAAKTGIBgAAAAAgJQbRAAAAAACkxCAaAAAAAIBKT3GVNcy7Jyy8VcZK9aClP7DSYsWmhWC3QrPHTpmlhbq30gFY6Qq0VFZWCo2tW7eWne5JjWKVs44Vrc2ttrP2k5bSSNtWK4VA7HRj3m3S5lkpDrTjyJuawXOMZ61bb2k3tO2NncbKEju9lKddY58zMcsgf3J8ldv3VqqhPNJgivb29mhpkGIfq957GE8/56m3dS3UrqFWKqaZM2dmToNp3Zdp6Yms9E1avRsaGtQyTU1N6rwVK1ZkblftnshKtzRlyhR13qxZszIf4xMnTlTntbS0ZN63njSd1n5/8cUXM6dQ09bl7e+1dFrW8jz3rtbyrHkaTwrPQY57Ws+9V9H6e36JBgAAAAAgJQbRAAAAAACkxCAaAAAAAICUGEQDAAAAAJASg2gAAAAAAFLKFLbt2muvTT7/+Mc/kn8feOCB4ZJLLgknnnhiVxTECy+8MCxatCiJgDdv3rywcOHCMHXq1BBLXlEvPXWIXTdPNG1PFF2rnCfqnxUh2YpkqEVGtMpo87wRnD3b5InoaO0n7TiyImV6orV7jj1v9OSYURhjb5Pn+mDtP88xHvt644kmX4RrURGiace8vleqvPt6WUa5fa+1ued6Yh1bnmi5VhntWu2JmG0tz3NeerMlaBGrrXp77jmsyNhaROgJEyZkXk/s+wfreLAya3iiMWvLa2xsVMusWrVKnffEE09kitptReC2sntY9zBaNG3rumtlbonZr3sjhI8bNy7TdNHR0VF2+qZNmzJHAbeOL+u4s5anGWa0kbYPrawk3mtb1jrs6j1HpppMnz49XH755WHp0qXhoYceCscff3w46aSTwuOPP57MP//888Ott94abrrppnDPPfeENWvWhFNOOWWXKggAAPJDXw8AQMRfot/+9rf3+PeXv/zl5Nvq++67L+l0r7/++vDTn/406XDFDTfcEPbff/9k/jHHHJNlVQAAoB/Q1wMAYHM/Yyk/w8ujXPKIwZw5c5JvrOURgLlz53b9zX777RdmzpwZlixZYj7GJY+FdP8AAID+F6uvF/T3AICqHUQ/+uijyXsI8i7Jxz72sXDzzTeHAw44INTX1yfPxO/8Pou8IyXzNAsWLAg1NTVdnxkzZvi2BAAARBG7rxf09wCAqh1E77vvvuGRRx4J999/fzjrrLPCGWecEZYtW+auwPz588PGjRu7PlbwAwAA0Pdi9/WC/h4AUJXvRAv5BnqfffZJ/vuII44IDz74YPjGN74RTjvttCRiYHNzc49vqBsaGkJdXZ26PPmW24pmCwAA8hW7rxf09wCAqh1ElwuTLu85SScrof8XL14cTj311GTe8uXLw8qVK5P3qPqaJz2LNx2UJ/2Plv7AmyrHk2bBM88KW6/VzyrjWd7o0aPVMto8K+2A1a4jR46MVgctzYM3zZZ1rHhSc3nmec8ZTxltm7xptmKmT7LawdNGMVM27Mq8/k6Hllc6wt7mId++Xs6ZLCmurHNMS89ipVOxaOWs41tLH2PVW+t7rD5LHonXWH2WVj+rb9TOTSvNkOcLEyv9j5ZyyervrbRPWko2q+0mTZpUdrr1BZJ1rdGOo/b2drWMnIdZltVbGjDtvsxqVytF0vr168tO32OPPdQy2rFspcVqbW3N3ObWfY/Wfp4UUr2dnxqtza194bl+WfX23MO87EjV5jkvvLL091n+dkjWR7EkT6QEEJGDV6Jz3n333eGOO+5IDpYzzzwzXHDBBUkuP7kQnnvuuUmnSrROAAAqA309AAARB9Hr1q0L73//+8PatWuTjvSQQw5JOtW3vOUtyfyrrroq+fZAvp2Wb8rmzZsXFi5cmGUVAACgH9HXAwAQcRAtuSEt8vjqNddck3wAAEDloa8HAMAW96FzAAAAAAAGMAbRAAAAAADkFZ07b1qESCvytBYh0ooc6YmMbZXRIjVbETk90TqtdrAi33q2SaufVcYTIdwTRdoqY0Ue1KJUxo7ObUUpjxl53RutPXZEe62cVYeYZazj34oq6Yk4GbtdY0esjh2t2lO/2Nuk7Sdr/2nbq5UhmnffkfOi3DFhRcXVaOeSdQ23rtXa+WxFpdau4WPHjnVF8tUiK1v17ujoyHz+TZkyRS2jba/VDhbtWmj1jRorMvZjjz2mzpPAeFmjSGv3N1akaOv6rh2X1jZpx4N176VF9BaSsz3rvrWuh9rxb93TavvCYkXu1o4jT0TvpqYmV9TzmKzsAp57L2/0a60eg41jPC+e+7Vy18Is9yf8Eg0AAAAAQEoMogEAAAAASIlBNAAAAAAAKTGIBgAAAAAgJQbRAAAAAACkxCAaAAAAAICBmuJKC8tuhfbX0kqMGzdOLWOF9tfSSljpJrQ0BtZ6Ro0a5Uqjk1e7attrlfGG1ddooehjp9Cx0jlo86wyVih+K21DVlZ7W3WIvZ88dfCkLbLqraVm8NTBOr486SYseaW48vIc/7HPGW3e5s2b1TLaPC2tkifdEtKRa16WVCPWsTBz5syy06dOnaqWsVIiavcPnrRFs2bNUstY9yNbt27NfL5YKa60a6GVrkdLGWTV22qjtra2aPXW2keMHz9endfe3p6pblY7WG1npS+z0j5ptOO/paUl6nqs66d1f6rtpw0bNmQ+b637IU9/al3HtXa16uC5x7LSVWnXIm8KqaypHHtblzbvJWObtOt4XuOBvsQv0QAAAAAApMQgGgAAAACAlBhEAwAAAACQEoNoAAAAAABSYhANAAAAAEBKDKIBAAAAAKi2FFdWyictFL+WusKbksBKcaXVQUuF0dvytFDuVph5a17W9Vih870pmrT6eepthc63tkkL329tkzbPSg9hpRDwpAPQjn8r3ZiVokI7xrX0Hr2lifGkirLaT2NdB2KeM950E9o+zDMlmyd1mKeNPGWs88xanlZuy5Ytahkt3Upra2u04xHpyPFf7hzQzmcrpdGUKVPKTt9nn33UMtaxr6UusuqgneeTJk1Sy1jX1o0bN4asrOux5/zT7lWsfsnqf7R1Wee5dg6++OKLaplNmzap8xobG6OlQbLu5VauXKnOW7duXeY6aP2zlc5rr732Uudp5axrXlNTkzpPO2+t4+v5558vO722ttZ1zmjXfi2tmXXsWe3gSatp9c+xaevy3nNox//gyOnGrHnatde6JmdpB+0eoBx+iQYAAAAAICUG0QAAAAAApMQgGgAAAACAlBhEAwAAAACQEoNoAAAAAAAqPTq3Fq3TwxMJzxOp1oom54nsakWW1VjR6ayol1obWRH3rEjInjp4onBrEUityKRWvbVyVqR0bT9ZkSM90cOtfaGtS4vi2dsx7okQ7ok4bh2vnnp7onN7Illb7WDVT1uX51yyxI5saV2LPMvT6mdFb7W2Sbt2WHXQIvpq0XI912OkI/svS39vHQsdHR1lp7e1tbnqpvUJVp+uRWrWIsL31l9oEaa1bRXNzc2ZzxcrergW1dhajxXlVtsfVp+lZU2x+h5rP2nrWr9+feZtsiKRW8e2p6/VtsnaFw8//HDmdpgxY4Za5tWvfnXm5T377LOZI9Bbx5B1zmj7w2pXbV3Wvam1PO2cse4nY94fe6NmW9cVrY1aWloyH69W5HyrDtp9grUvstwjZ+kr+CUaAAAAAICUGEQDAAAAAJASg2gAAAAAAFJiEA0AAAAAQEoMogEAAAAASIlBNAAAAAAAlZ7iKmuKGCvlhRZG3Qr9bi1PS3lhpanR1mXVwQrXrrWDlSLGmqctz5OawUoZ5AnTb7Wrlkpk7NixmctYqRmsfaHNs9rOc6x4ludJAWEd455j0trv1vKs49WTXspTxroOaKxzOma7WumbtNQa1vXQm25CS/0UO8WVJz2etTwtpcrq1aujpWNDOnItKnd90459Kw2SluZnzZo1ahlredp5YV03Ghsby05//vnn1TLe9IGec1Y7/1544QW1jNb/eNKBWvvJuuZqKbjGjRuXOS2Wde2aMGFC5n1hpcCz2kjrh62+W2sj677CSl922GGHlZ1eW1ub+Ri30h1Z51ldXV3mtHDWPYfWrta9oSeVnJUOSWujMWPGqGUmT56cuQ5WSjatDlo/Z/WNlnbjnkPbT577Neu64knjW+66liUlMb9EAwAAAACQEoNoAAAAAABSYhANAAAAAEBKDKIBAAAAAEiJQTQAAAAAACkxiAYAAAAAYKCmuNJColvpR7QQ9FYZK72AJwVRbFq4divEuxVOXpvnSe1kpePwpGkaMWJE5uVZZSxaHax0UKNGjcqczsFannbsWduk1cGTzqu3VBkxU6hZx5eHJw2SlZpESyvh2dbYabaslBKtra2Z51kpNKx52nXUur5q7edN0ae1n3U8aOlM6uvrM68fu0b2X7lrudbm1nVDS93S1NSU+frZWbes10gtRYp1bfBccz2p57zni6d+1vI8KeMOPPDAzCmDrHpb6Y402j4cP368Wsa6J9LayDomtXRVM2fOVMvsscceme+Rn3rqqeCh3atoqa+seyKrHTx9oHXcrV27NvN5Zh1fWnou63hdsWJF5vR4Vvo+7Vpk3SNYKZ60a+9Wo1216403xZV2PnnSBJabbl07X7HO1H8JAAAAAECVYxANAAAAAEBKDKIBAAAAAEiJQTQAAAAAACkxiAYAAAAAYKBG59YiI3oit1oR2GJHDdbq7Ynk61lPb5Gxte21Ig9q0RStyOZWhGltnhVBU5s3btw4tYw1T1uepw5WVElP5G6rjNZ2VhRwT8RQLVK0NxqsdZ5pZYYOHeo6/j1RKrWopVa0TquNtHmeCOFadOnetklbnjfSrzbP0w6eCJ/W8Wr1C9q6tAiy3kii6J1ci8pdC7Tz2erLtOPRigzsOfatvlE77jwZMvpCzPuRmpoa1zwtc4TVDnvttVfZ6dOnT1fLWPtJi5JcW1urlpk2bVrZ6TNmzHC1g3Ydso7xiRMnZr5PsSIua3WwlmdFxtb6TStau3aeTZkyRS1j9THNzc2ZrwNaBGyrH2lsbMzcDp7+1MouYPWbWptbZaz6afcdw4z7fu3Ys6671vGqzbOOB20flmsf6zjdGb9EAwAAAACQEoNoAAAAAABSYhANAAAAAEBKDKIBAAAAAEiJQTQAAAAAACkxiAYAAAAAYKCmuPLIEq58V1I9eNNLecpo6YmsdA5WaiAtFZKVkkpLD2GlRdDSWlgpnKwynhRXnjpY6aq00P5We1vppbR9aB0P2jFupQmwaOkAPCmDvCmutHVZbWfVT0vNoKXCsOZpqSus9VjzYpfxpI6w0lpY+1ab50lxZV2rrXna8eVJKaRtT+x0hOjZtrFSPGnXY08f7E136emfrfPFk+rLuhZqbaSlThITJkzIXMZKy6jdP1jn+YEHHlh2+p577ulqV+0aOnv27Mxt9+STT6plrP3+qle9quz0yZMnZ9639fX1ahkrBZF2vFr3PVb/o/WP1jV048aNmY4Taz1i/fr1Zac3NDSoZTZs2BCyspantZF1bnpSc1nHuNau1r2hdQ5q9WuNnFbTaiPP9VBTrkyWvp5fogEAAAAASIlBNAAAAAAAKTGIBgAAAAAgJQbRAAAAAACkxCAaAAAAAIA8onNffvnlYf78+eGTn/xkuPrqq7sivl144YVh0aJFSbTXefPmhYULF4apU6eGovFGW9UiwFlRgz3ROq1oilrUbCuathVpUZtnRbLWImB7o3Nr2+uJOG61nRU1W9u3VvRDLXqrFW3WinasRU202kGrtzcirXZueKIdW6xtstrIU0aLbvniiy+qZbR5VhRPLRqmNc+KvKlF+LSia1rzPJHXrXlaJE9PNG3rmhw7+4FGq3c1R+fu675ea1ut37SOrZiRW73XGm1dVr2tKMTa+VJTU6OWmTFjhjpPu0+wlqdF4Z42bZpaxoowre1bq6/VMghYUX5ra2vVeVpEYatP0CKOWxlBrAjmmmXLlmWOPG1dpy3a8aplbemtj9Husaxo7dp+t/pTq35an2r13U1NTZnq1luU8tWrV5ed/vzzz2dennWPYB3/2nXKOlZiZUro7fiyMh9Y94ZaOWt52vWmXBnpQ6xo4z3KB6cHH3wwfPe73w2HHHJIj+nnn39+uPXWW8NNN90U7rnnnrBmzZpwyimneFcDAAD6CX09AACRBtGSm+30008P1113XY/cgfKN0fXXXx++/vWvh+OPPz4cccQR4YYbbgh//etfw3333edZFQAA6Af09QAARBxEn3322eFtb3tbmDt3bo/pS5cuTR576D59v/32CzNnzgxLlixRH8+RxxS6fwAAQP+K2dcL+nsAQNW+Ey3vPz388MPJI147q6+vT95FHT9+fI/p8o6UzCtnwYIF4Qtf+ELWagAAgD4Su68X9PcAgKr8JXrVqlVJYJGf/OQnZgCrLCRYiTwa1vmRdQAAgP7RF329oL8HAFTlIFoe4Vq3bl04/PDDk8hp8pGAIt/85jeT/5ZvoSUSXHNzc49yDQ0Noa6uTo2uJ1ENu38AAED/6Iu+XtDfAwCq8nHuE044ITz66KM9pn3wgx9M3oX69Kc/naRUkND2ixcvDqeeemoyf/ny5WHlypVhzpw5oWislBdWqHQtfL/1jb02z5N2ykqHYaWQspanpQqwUhJ40mJZKQm0NrdC8WvpTKyUBNY8T6ooLXS+lfLMk9rMStulLc+TJsDLc85YaYO0/W7tPystQWNjY9np1uOn2jwZYGis9CgSqClrmgwtrYsn7ZSVvsJKa+FJ7+QpY51nnnmxj/FqUZS+XjuGPOnOrHPCmqddx63+VEtpZPV/Vl+rpYqaNGmSWsaqn3Y/Yp0v2jZZ6ZusOmipd7TrnVXGunZZba4tz0pBpPXDVts9/vjj6jxte637KK3NrXawUo9qx7+Vxsq639X6aCu9qJZezerTtVRfVp+q9cHWPYJc1zRPPPGEOk+7T/Bci2Kn5PXc01rlXjaOPU//bM3zLC92GljXIFpOwoMOOugVJ7rk4eucfuaZZ4YLLrggOcnlW+Zzzz036VSPOeaYXaooAADoe/T1AABEDizWm6uuuir5NkC+nZZv2ObNmxcWLlwYezUAAKCf0NcDAKrZLg+i77777lc84nHNNdckHwAAUPno6wEA+D+8MAYAAAAAQEoMogEAAAAASIlBNAAAAAAA/RVYrJJYoc2tUPxa6gErhYAWvl9LVeWdZ6WUsLZJC2kfO22RllLCCpFvldHmWWmQrPQCGk9KFStNgJV2Qzu+rONBS49ipaGw0l/FTCHgPb60FE5WOigrvdTatWszpzNZs2ZN5tQaVkqOjo6OzMerdl5Yx6Q3HYbGkwYidhnPvLzqjV0jbV6u3T3Xam3/ea7hVt89bdq0zCmIrLRFVn8xe/bsstMnTJiglrFS+Wh9t3Vt1a5D3nSSGk+f0NLSopbZuHGjOq+9vT1ava37FIt2HFn3k1r9rHsEa5u0+xFrX1jHinbOHHDAAZnTSVr11lJSWX2tlW7sz3/+c9npGzZsUMtYqSa19rPSQcVOyZvXPcJgR1os7zZ5ltdXKa74JRoAAAAAgJQYRAMAAAAAkBKDaAAAAAAAUmIQDQAAAABASgyiAQAAAABIqSqic3siDVuRi7WIx1ZkRC3SohWt04q0rUVTtCLkWdH4Nm/enLmMJ8KgVUaLcrhly5bM9fZG5/ZELNSOr2HDhrn2bW1tbeY6aPvdE4HbKucp441Sqe1bK9rqunXr1HkvvPBC2emrVq1SyzQ0NGSug3W8asee51zyihnZ0rOevqiDdnwRabtyxNpX2rXQOsesdWuRtmfNmpU5W4I2vbd+SesvrP7eE9lci1Zt9c9W5GIrgrM2T7vuW/OsbbXu8zxZI7R+3Tq+rOVp94aTJ09Wy2j3mlY7WMee5/7POmde9apXZeqDrftqLatGb9k4/vGPf5SdvnTp0sz3D9a9nLVvtWPCE03bK3Zfm1dk7EEFqEMa/BINAAAAAEBKDKIBAAAAAEiJQTQAAAAAACkxiAYAAAAAICUG0QAAAAAApMQgGgAAAACAlKoixZWHFdpfm2eV8aRvslImaOWscO2e9FJWqiitjDa9txQM2rq2bt2qltHmWWWsdtD2oSe9jpUWoaamRp1ntV/WOnhTCAwdOjTT9N5SXGntah3/zc3NZaevX79eLWOlw1izZk3m5Wl1sNKweFLLeOSZHsJbj5h1iL1NnnMdfafc/vDso5jHgtVfWH2jNs+6blj9ktafWalyrHVp22uluLLmeWh1sNq1paWl7PTW1lZXO1j9Wdbru5VurK6uLnO6qqampszHirU9nntDa18cdNBB6rzVq1dnbiMtnaTWb/d2n/f0009nSn1ltZHVDta1Q7sHtO7xPGlWLdo1wtoX3mtlkfv7vurX+SUaAAAAAICUGEQDAAAAAJASg2gAAAAAAFJiEA0AAAAAQEoMogEAAAAASKmqo3Nb0TCtaHxalEorUqYWhdiK4Gwtz7NNVtRgT6RtrY2s9Xjmxa6D1UYenujcbW1tmY+VmFG7e4vkOWrUqMwRuK3oh1oUTS3aqhU124rWac1bt25d2ekbN27MvC+s48uKXlmpkaw9ih5dkyjcxSHX5HL7I2akbW9/r12HrGvhxIkTox5zWv2sPsET7dtqhw0bNph1zFoHbV0dHR2ZI23Hjmhs7VtPP2z1c1o7bNq0SS0zffr0stP32msvtUx9fb06b/z48WWnv/71r1fLNDY2Rm0jrX5WdPXHHntMnbd8+fJo90vejBtaO3gjY3vKeDK3eDL5DHVEho99D+Oxq8vil2gAAAAAAFJiEA0AAAAAQEoMogEAAAAASIlBNAAAAAAAKTGIBgAAAAAgJQbRAAAAAACkVBUprrT0B1ZaBCvVg5Z6QEsbYYV/96SxskLQe1NcafM8y7Pa1VqeJzWJNs+qQ+x0GFqI/NhpMqyUWaNHjy47fezYsWqZmpqazNtktZ11/GspPrS0U2L16tVlp7/wwgtqmbVr16rzmpqaMqdU8RzjeSlCeoiBmLaL1Ff5084nz77wpqPRtLa2Zr5H0K5d3rQyWqo9qw6eNDUW7V7Fm9LPc1+WtW699cPauqx21Vhpi5qbm9V5S5cuzZyu8ZhjjsmcZmjatGnqvAMPPDBzHawUXFOnTi07/W9/+5taZsWKFZn7e2t52nlr7Sft2mEdx9Z9mXbeWuemti6r3tbxH/texTtmKWqKzHLTs7QZv0QDAAAAAJASg2gAAAAAAFJiEA0AAAAAQEoMogEAAAAASIlBNAAAAAAAKTGIBgAAAAAgpapIceVhhaDXUvlYaRE8qTo8qaI8KaSscp7w+N6Q+nmuKytr/3lSf3jq7dm33jpox7JVh/b2dnWelspq1apVapnnn38+c5nGxsbMKTmsdC/W9lZiOofe5sWUZyotTxsVIU0Z/m8/ldtX2rXVk/bQSs0yfPhwdZ52fbBS42llrDpY1yFPH2O1kZYux9NfePsYbZs86Xo892uxrzXefaGl4Bo3bpxaRktlZd2DTpkyJXNKNit9k5Ui84EHHig7ffny5ZnTU/71r391pQ7TjnFPCjwrdZiWxso6VqxjXKu3leIq9r2mdfxr9RiUUwpKS6w6ZKkXv0QDAAAAAJASg2gAAAAAAFJiEA0AAAAAQEoMogEAAAAASIlBNAAAAAAAAzU6tyeamyeaosUTITJ2ZMsiLK8IYkce9ERT1CI3jhw5Ui1jRd4cP358puli1KhRmSJ/9hYNtq2tLXOk0xdffFGdt2bNmrLTV65cmbmMJwK3VXdPBO6iRpXc1XkxFSFaJyo7Orfn+u6JymutRzsmrWi5nmjankjyRVie9x4hdsRxD09/r7GOL6u/nz17dtnp06dPV8tMnTo18z2H1TdOnjw5c+Tphx9+WJ23YsWKstOffvpptcyDDz6YOeuHxROFW2Pd91jHSsx+zhPp3ru8IhjkyIjjaddy15QsbcMv0QAAAAAApMQgGgAAAACAlBhEAwAAAACQEoNoAAAAAABSYhANAAAAAEBKDKIBAAAAABioKa5ipnPwlMHATWNlpasaNmxY5vRSY8eOVctMnDhRnVdbW5tpuhg9enTISktjZaW/2rhxo1qmvr5enbd69eqy0xsaGtQyGzZsyJzyYtu2bbmkR/GmlomZoi+v9VSCSq47sqO/z592/bRSfVntqqUg8uwLK8WPJ7WnJz3SzJkz1XnTpk1T540ZMyZzmQkTJmRKVdVbCkqt37TKPPbYY+q8ZcuWlZ3+zDPPuNJIDTR5prTMy6AC1KE/8Es0AAAAAAApMYgGAAAAACAlBtEAAAAAAKTEIBoAAAAAgJQYRAMAAAAA0BfRuS+77LLwhS98oce0fffdNzz55JPJf2/evDlceOGFYdGiRWHLli1h3rx5YeHChWHq1KlZVoMCiR1xL3YUVK1+VrROLQK3N9J2TU1N2enjxo1Ty1iRtsePH5+5Dlo7bNq0SS0j56umtbW17PTGxka1zLp169R569evLzu9paVFLdPR0ZEpcnjsCNyWPCNjFz3SdhGicnoiMmddVjVFcK7kvj52dFvPfo99DBX5HPNGxrau41nbIfZ1f/r06eq8KVOmZG4HrU8Xs2fPznz/oPXdVnYKq+/WomZbffoTTzyhzluxYkXm/TRkyJB+7dP74vyLeS2KXYfYBuV4jerrDAxZ/jbzL9EHHnhgWLt2bdfn3nvv7Zp3/vnnh1tvvTXcdNNN4Z577glr1qwJp5xyStZVAACAfkRfDwBAxDzR8m1RXV1d2fyx119/ffjpT38ajj/++GTaDTfcEPbff/9w3333hWOOOSbrqgAAQD+grwcAIOIv0U8//XSSBH7WrFnh9NNPDytXrkymL126NHmUZO7cuV1/u99++yUJ6JcsWaIuTx4Fk0c6u38AAED/id3XC/p7AEBVDqKPPvrocOONN4bbb789XHvtteG5554Lr3/965P3J+vr68OwYcNe8e6HvCMl8zQLFixI3int/MyYMcO/NQAAYJf0RV8v6O8BAFX5OPeJJ57Y9d+HHHJI0tHuueee4Re/+EUYOXKkqwLz588PF1xwQde/5ZtpOlYAAPpHX/T1gv4eADBQ7FKKK/km+tWvfnUS2U/endq6dWtobm7u8TcNDQ1l36vqNHz48CQKYfcPAAAohhh9vaC/BwBUbWCx7tra2sKzzz4b3ve+94UjjjgiSR20ePHicOqppybzly9fnrxHNWfOnNCftLDnVhjz2CkvYityyguLp1096QC0dAlWGisxYcKETNPFxIkTM6e1sG4etV96rHZob28vO91653Dnm+DumpqaMk3vDDhkXSu0dyQ1L730UmFTXljySl9R9JQXRa9DJdatv/R1Xx8zRVmlit03xqalcLLuAzz3CFaqKG17tb6iN/Iefznyjr9m8uTJmfsy62kLiTuQNb2U1q4Sx0DzwgsvZO6f//73v6tlXnzxxcz3WNp9ijflWRHkma4qpth1GJRTmsDe1lXoQfRFF10U3v72tyePdUlKi0svvTQMHjw4vOc970nebzrzzDOTR7VkUCGDhHPPPTfpVInWCQBAZaCvBwAg4iBavsmSTlS+gZJv44477rgkpUXnN3NXXXVV8i2ifDst38rNmzcvLFy4MMsqAABAP6KvBwAg4iB60aJF5vwRI0aEa665JvkAAIDKQ18PAEAfBhYDAAAAAKCaMIgGAAAAACAlBtEAAAAAAOSR4mogp4fwhFePnfJpIIodtl4ixmr5SDVjx45V52lpqWpra9UyWvorK42VvFOYtY02bdqUOd1EY2OjWmbDhg2Z01VZdbBSfGzbti1zuqoipLKKnaLCs7yiXyOKXj8UnxxDWY6jIqSEyyvFY2/l8qKlnvJepz3XQk8qKy0llTjssMPKTt+8ebNaRnKklzNr1qzM9ynW8qZOnaqWWbp0adnpTz31lFpG8rhnTX9l3UdZaUStVFZ5paKNyds/FznFVZ4GRbyGxq7DruKXaAAAAAAAUmIQDQAAAABASgyiAQAAAABIiUE0AAAAAAApMYgGAAAAAKDSo3Nr0TqLHNXOU7ciRB60xI5SHjuKuic69+jRozNH7h41alTmSNtaNNPeIllrkS2tSNvr1q3LFLVbtLS0qPO06KRalO1KjrTtKRM7WmfRVWq9q22bBpqY+yh2JNjY53ns+4fY5WJmz7Dq4OkrrP5+zz33VOe1traWnV5XV6eWmTJlSuY6WNk4Ojo6yk5/+OGHM0fnXrt2reueI2YZK3K3J7p67Ot07HMzr+tA0ccKljyjcGdVru2y1JdfogEAAAAASIlBNAAAAAAAKTGIBgAAAAAgJQbRAAAAAACkxCAaAAAAAICUGEQDAAAAAFDpKa4GGkLQ903baWmkhg4dqpax5mmpGTxpILQ0Ub3Na2pqypziasOGDWWnt7W1udJXaKkorOMkzxQyea0nrxRXRUiLVfRrlIcnpR6Kk9LSI6/rUCWnnPFsU+y0WNryPOsZNmxY5rSVora2Nlq6Ki1dlqivr1fnrVq1quz0Bx54QC2j9etWCkrrvseTVswqs3379sxpP7Xl5dk3FqG/96zHw7u8Su03B/XRNZlfogEAAAAASIlBNAAAAAAAKTGIBgAAAAAgJQbRAAAAAACkxCAaAAAAAICUGEQDAAAAAJASKa4i8qRzKEqYeU89ihzq3qqbln5BtLe3Z0r5ZK1r69ataplNmzap8zZu3Jg5hYZWbyvlhZWiImb6kaKkdIip6Cmpitx2fSHm9lZb2xVFuXYvch+T53HiuX/Iq+2s9Xj6GCsNkjbP2w5a+iurzGOPPZapD+6t737mmWfKTm9ubg4xWfcCWmpP617J4lmelqbMW4e87kXySnHlVYQ6FFm5dsjSNvwSDQAAAABASgyiAQAAAABIiUE0AAAAAAApMYgGAAAAACAlBtEAAAAAAKREdO4BpgjROmPXwRP9c/PmzZmjX4stW7ZkrJ0ePdKKzm2tR5tnLU+rg9V2eUa+jRmdvgiRLb1lPJEyY28vUTl3oB2KQ64P5a7lRThfPGJn4/Cwolx7rv1aXzt06FC1jJXVQmsLK6K3NU+zdu1adV5LS0vZ6Y2NjWqZDRs2ZL7niL1N2r71LKsvImBry7OOf+1Y0SJ9e6O/e9rVOpeKno0jdqYVTx3y4mkja9+mwS/RAAAAAACkxCAaAAAAAICUGEQDAAAAAJASg2gAAAAAAFJiEA0AAAAAQEoMogEAAAAASKkqUlxpoc3zTPFThDoUQeww+FoqhY6OjsxlRGtra+b9pKVmsNJ7WPO0tA2x0zmgd54UO3kpQh1iK3rqIvQN2bfl9m8R9nkR0lV5FCGFjVVm8ODBmcts27YtU6qq3lJPaW2krcdL21ZvuqpK7e89x1DRt7Xo14Gi16+/lTu+shxz/BINAAAAAEBKDKIBAAAAAEiJQTQAAAAAACkxiAYAAAAAICUG0QAAAAAAVFt0bisCXZGj+8Wud7VFHNfWZUXgtiJjZ12PNc9TxlsH+A3E6JVEuQb6lnU91iIue5fnKRO7//FskxVh2rMeLcq11adv3bo187o810/vdTXmfo99bffec8SsRxGizMdel7VNnuOrCP19ybFNltjblOU+Pct1i1+iAQAAAABIiUE0AAAAAAApMYgGAAAAACAlBtEAAAAAAKTEIBoAAAAAgJQYRAMAAAAAUOkpriSEeVFTsRQhtVORFSHdWOz0Ht51DbR29cor5UVRrxkDOY1HTLHTeFTyOVNtKvWY7c97hNj9nOd8scpY6aq0tFRWuipteVrqKzFkiH6bu23btpCVlv7Gkzqz6OdDEepQhH4zdvqy2OnsrPMsr7RngyJfO/JMM7cr+CUaAAAAAICUGEQDAAAAAJASg2gAAAAAAFJiEA0AAAAAQEoMogEAAAAA6KtB9OrVq8N73/veUFtbG0aOHBkOPvjg8NBDD/WIwnbJJZeE3XffPZk/d+7c8PTTT2ddDQAA6Cf09QAAREpx1dTUFI499tjw5je/Ofzud78LkydPTjrNCRMmdP3NFVdcEb75zW+GH/7wh2HvvfcOF198cZg3b15YtmxZGDFiRBgIKWI84dqzLqsoYm9TNbVRnu1QhHYtQjqMoqe/itnmsdM3FaF9UAx59/VaSsuYKWJ6W38eip5yzaqfltrJKmOlntK2V1uPN42UVcazTdo8b5ohbZ7VDp5656kI9yMxFT0tal7p7LwGOVJSeeflbVApQ2t95jOfCX/5y1/Cn//857LzZVHTpk0LF154YbjooouSaRs3bgxTp04NN954Y3j3u9/d6zpaWlpCTU1NGD16dNmG0i7Knka1LlJ55Rn2rsdzc1GEbfKUK/LFtegXyjyXF/vCltfyYucjzKvesW/aitAxFSFP9Pbt29W/37RpU9KnjRs3LgxkefT13fv7iRMnlj2eY/Zz1mAqz3zLMe9H8ryH0dZl5WG2aOeZtU1F+GIg9pfmDKLzW1Zvy9P61Nj9vedYsb6Q8twLFOELvUHOdvXspyzk/JIvktP09Zke5/7tb38bjjzyyPDOd74zTJkyJbzmNa8J1113Xdf85557LtTX1yePdXWSDvLoo48OS5YsKbvMLVu2JB1p9w8AAOgffdHXC/p7AMBAkWkQvWLFinDttdeG2bNnhzvuuCOcddZZ4ROf+ETyOJeQTlXIt9Hdyb875+1swYIFSefb+ZkxY4Z/awAAwC7pi75e0N8DAKpyEC0/cR9++OHhK1/5SvLN9Ec/+tHwkY98JHznO99xV2D+/PnJT+adn1WrVrmXBQAAdk1f9PWC/h4AUJWDaInCecABB/SYtv/++4eVK1cm/11XV5f8f0NDQ4+/kX93ztvZ8OHDk2fOu38AAED/6Iu+XtDfAwAGikwRISRa5/Lly3tMe+qpp8Kee+6Z/LdE6JQOdPHixeGwww5Lpsk7T/fff3/yOFh/qdTAVJUa4bAIAQu8PEFDsi6rGqNVF6EtYirCcWwFnrECjRTBQDseBppK7evzDJjoWU/s63GeEfo9AcQ8QcI81y5rW606yJc6WZfnCXaXV/CpIkRcjs1b7yLUL2abewPuaedTnvcwg3LKYOOpw67+baar4vnnnx9e97rXJY94vetd7woPPPBA+N73vpd8Old83nnnhS996UvJu1SdaS8kiufJJ5+cZVUAAKAf0NcDABBxEH3UUUeFm2++OXmv6Ytf/GLScV599dXh9NNP7/qbT33qU0kaEHmHqrm5ORx33HHh9ttv79Mc0QAAIA76egAAIuaJzkNf5ImuppzKRch9bYn9mFRsMR/diy3244PV9vhuXjmfi5DfOnbeyKLvC/JEV6a+yBOt9YHevtFTJnY/4unvPdsb+1rorV9WA/FxbiuvuSdPdKU+zl2EftO7rTFfqbD6dO+8vAxytJ9nm2Jdv+T82rBhQ/w80QAAAAAAVDMG0QAAAAAApMQgGgAAAACAlLLnLMiJPJNe7hn2mOkPYr8jHPudkyK8w+xR5LpVwrs8Gs/7TrHf5anUtivKe/8x9611LbTeA8zrnejYx2te70QXITYDbHmmHCzCtTD2OetZnhaPZtu2bbm892xd87zvfWrvHcd+l9tz7bK2SdsX1nvUHrGPryLcV8deV171855Lsa9fMdO1DTKW5bmH8djVZfFLNAAAAAAAKTGIBgAAAAAgJQbRAAAAAACkxCAaAAAAAICUGEQDAAAAAFDp0bklymCWqGmeKKxFj9IXuw4DcZvyqsNAFHtfxIzaWBR5RebNc1946p5n5O7+js6tRQUt+rFayaRty7VvEdq8CNc1z/EdOzr+9u3bMy3LiiJtrUtbjxUJ3Kq3FeXa065DhgzJvB6rjTwRwrV1FeE67S1XhHM9r/vqIoxXKlkp4n3ZrvY7/BINAAAAAEBKDKIBAAAAAEiJQTQAAAAAACkxiAYAAAAAICUG0QAAAAAAVGp07s6oaFp0tCJH2i5CFGmic6OS2rUIdUB1ytrH9NY3IbvubWpFI9bKZZkXu2+0xLx/8azHO68I7VqEe5g86x1zXXke4x6xj68iKEL9ilCHPPX18Z+lry/cILq1tdVMZQCgmCr1Qs4XO8jaR9XU1PR3NQaEzv6+ubm5v6uCCuZJIVXJsnzhVK3oo5FHXz+oVLAjTS4Oa9asCWPHjk1yfrW0tIQZM2aEVatWhXHjxoVqRTvsQDvsQDvsQDvsQDv0fTtIVymd6rRp08ycsPD199K2HMOcy51ohx1ohx1ohx1oh2L19YX7JVoqPH369FdMl0aq5gOmE+2wA+2wA+2wA+2wA+3Qt+3AL9B919/Ll+aCY3gH2mEH2mEH2mEH2mEH2qEYfT1fpwMAAAAAkBKDaAAAAAAABsogevjw4eHSSy9N/r+a0Q470A470A470A470A470A6Vi323A+2wA+2wA+2wA+2wA+1QrHYoXGAxAAAAAACKqvC/RAMAAAAAUBQMogEAAAAASIlBNAAAAAAAKTGIBgAAAAAgJQbRAAAAAAAMhEH0NddcE/baa68wYsSIcPTRR4cHHnggDGR/+tOfwtvf/vYwbdq0MGjQoHDLLbf0mC+B1C+55JKw++67h5EjR4a5c+eGp59+Ogw0CxYsCEcddVQYO3ZsmDJlSjj55JPD8uXLe/zN5s2bw9lnnx1qa2vDmDFjwqmnnhoaGhrCQHLttdeGQw45JIwbNy75zJkzJ/zud7+rqjYo5/LLL0/Oj/POO6+q2uKyyy5Ltrv7Z7/99quqNui0evXq8N73vjfZVrkWHnzwweGhhx6qumvlQFFtfb2gv6ev70RfXx59PX396oL39YUdRP/85z8PF1xwQZIH7OGHHw6HHnpomDdvXli3bl0YqDZt2pRsp9xQlHPFFVeEb37zm+E73/lOuP/++8Po0aOTNpETaiC55557kgvEfffdF+68886wbdu28Na3vjVpn07nn39+uPXWW8NNN92U/P2aNWvCKaecEgaS6dOnJ53I0qVLk4vG8ccfH0466aTw+OOPV00b7OzBBx8M3/3ud5Mbju6qpS0OPPDAsHbt2q7PvffeW3Vt0NTUFI499tgwdOjQ5EZz2bJl4Wtf+1qYMGFC1V0rB4Jq7OsF/T19fSf6+leir6evb6qEvr5UUK997WtLZ599dte/X3rppdK0adNKCxYsKFUD2TU333xz179ffvnlUl1dXenKK6/smtbc3FwaPnx46Wc/+1lpIFu3bl3SHvfcc0/Xdg8dOrR00003df3NE088kfzNkiVLSgPZhAkTSt///versg1aW1tLs2fPLt15552lN77xjaVPfvKTyfRqaYtLL720dOihh5adVy1tID796U+XjjvuOHV+NV8rK1G19/WC/n4H+vr/Q19PX19OtbRBpfT1hfwleuvWrck3cvKzfKfddtst+feSJUtCNXruuedCfX19jzapqalJHn0b6G2ycePG5P8nTpyY/L8cG/KNdfe2kEddZs6cOWDb4qWXXgqLFi1KvqGXR72qsQ3kF4u3ve1tPbZZVFNbyGNK8vjnrFmzwumnnx5WrlxZdW3w29/+Nhx55JHhne98Z/II6Gte85pw3XXXdc2v5mtlpaGvL69aj2H6evp6QV9PX18pfX0hB9GNjY3JhWTq1Kk9psu/pcGqUed2V1ubvPzyy8n7MPJIx0EHHZRMk+0dNmxYGD9+/IBvi0cffTR552X48OHhYx/7WLj55pvDAQccUFVtIOSmQh71lHfodlYtbSEdw4033hhuv/325B066UBe//rXh9bW1qppA7FixYpk+2fPnh3uuOOOcNZZZ4VPfOIT4Yc//GFVXysrEX19edV4DNPX09cL+nr6+krq64fkshZgF76RfOyxx3q8D1JN9t133/DII48k39D/8pe/DGeccUbyDkw1WbVqVfjkJz+ZvDMngYeq1Yknntj13/KemHS0e+65Z/jFL36RBNSoFnKzLd9Of+UrX0n+Ld9OyzVC3omS8wNA5aGvp6+nr9+Bvr5y+vpC/hI9adKkMHjw4FdEm5N/19XVhWrUud3V1CbnnHNOuO2228Jdd92VBN7oJNsrjwE2NzcP+LaQbxz32WefcMQRRyTfzEogmm984xtV1Qby+JIEGTr88MPDkCFDko/cXEgwCflv+daxWtqiO/km+tWvfnV45plnqup4kCic8gtNd/vvv3/X427VeK2sVPT15VXbMUxfT18v6OvLo68vbl+/W1EvJnIhWbx4cY9vJOTf8o5INdp7772Tg6J7m7S0tCTR6AZam0icFelU5XGmP/7xj8m2dyfHhkTr694WkhZDTqyB1hY7k/Ngy5YtVdUGJ5xwQvKom3xL3/mRbyflPaHO/66Wtuiura0tPPvss0lHU03HgzzuuXManKeeeir5pr7arpWVjr6+vGo5hunrdfT19PWd6OsL3NeXCmrRokVJhLUbb7yxtGzZstJHP/rR0vjx40v19fWlgUoiEv7tb39LPrJrvv71ryf//fzzzyfzL7/88qQNfvOb35T+/ve/l0466aTS3nvvXero6CgNJGeddVappqamdPfdd5fWrl3b9Wlvb+/6m4997GOlmTNnlv74xz+WHnroodKcOXOSz0Dymc98JolS+txzzyX7W/49aNCg0u9///uqaQNN94id1dIWF154YXJOyPHwl7/8pTR37tzSpEmTkoi21dIG4oEHHigNGTKk9OUvf7n09NNPl37yk5+URo0aVfrxj3/c9TfVcq0cCKqxrxf09/T1nejrdfT19PVfLnBfX9hBtPjWt76VHCjDhg1L0mDcd999pYHsrrvuSjrTnT9nnHFGVzj3iy++uDR16tTkpuOEE04oLV++vDTQlGsD+dxwww1dfyMnyMc//vEkDYScVO94xzuSzncg+dCHPlTac889k+N/8uTJyf7u7FSrpQ3SdqzV0BannXZaaffdd0+Ohz322CP59zPPPFNVbdDp1ltvLR100EHJdXC//fYrfe973+sxv1qulQNFtfX1gv6evr4Tfb2Ovp6+/qAC9/WD5H/y+c0bAAAAAIDKVsh3ogEAAAAAKCIG0QAAAAAApMQgGgAAAACAlBhEAwAAAACQEoNoAAAAAABSYhANAAAAAEBKDKIBAAAAAEiJQTQAAAAAACkxiAYAAAAAICUG0QAAAAAApMQgGgAAAACAkM7/B6z47sWkJyXVAAAAAElFTkSuQmCC", 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" ] @@ -321,19 +321,19 @@ "check_ds = Dataset(data=training_datadict, transform=train_transforms)\n", "check_loader = DataLoader(check_ds, batch_size=1, shuffle=True)\n", "check_data = first(check_loader)\n", - "fixed_image = check_data[\"original_hand\"][0][0]\n", + "original_image = check_data[\"original_hand\"][0][0]\n", "noisy_image = check_data[\"noisy_hand\"][0][0]\n", "\n", "print(f\"noisy_image shape: {noisy_image.shape}\")\n", - "print(f\"fixed_image shape: {fixed_image.shape}\")\n", + "print(f\"original_image shape: {original_image.shape}\")\n", "\n", "plt.figure(\"check\", (12, 6))\n", "plt.subplot(1, 2, 1)\n", "plt.title(\"noisy_image\")\n", "plt.imshow(noisy_image, cmap=\"gray\")\n", "plt.subplot(1, 2, 2)\n", - "plt.title(\"fixed_image\")\n", - "plt.imshow(fixed_image, cmap=\"gray\")\n", + "plt.title(\"original_image\")\n", + "plt.imshow(original_image, cmap=\"gray\")\n", "\n", "plt.show()" ] @@ -346,12 +346,12 @@ "source": [ "## Create the training pipelines\n", "\n", - "We use a `CacheDataset` to capture the training pairs and accelerate the training process. The MedNISTDataset provides pairs of \"noisy\" and \"fixed\" images. For demonstration purposes, we treat this as an image restoration problem: the \"noisy\" image is a degraded version of the \"fixed\" reference image (e.g., due to simulated movement or noise). The goal is to restore the noisy image to match the fixed image.\n" + "We use a `CacheDataset` to capture the training pairs and accelerate the training process. The MedNISTDataset provides pairs of \"noisy\" and \"original\" images. For demonstration purposes, we treat this as an image restoration problem: the \"noisy\" image is a degraded version of the \"original\" reference image (e.g., due to simulated movement or noise). The goal is to restore the noisy image to match the original image.\n" ] }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 5, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -364,7 +364,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Loading dataset: 100%|██████████| 1000/1000 [00:00<00:00, 1411.35it/s]\n" + "Loading dataset: 100%|██████████| 1000/1000 [00:00<00:00, 1600.61it/s]\n" ] } ], @@ -393,7 +393,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 6, "metadata": { "id": "zHAj8nuHXG-D", "outputId": "462d37f3-b59e-4d88-ca18-60224f69076d" @@ -431,7 +431,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 7, "metadata": { "id": "eyiL4ccmYsjt" }, @@ -440,56 +440,56 @@ "name": "stdout", "output_type": "stream", "text": [ - "{'Epoch': 1, 'Avg Epoch Loss': '0.1061'}\n", - "{'Epoch': 2, 'Avg Epoch Loss': '0.1031'}\n", - "{'Epoch': 3, 'Avg Epoch Loss': '0.1017'}\n", - "{'Epoch': 4, 'Avg Epoch Loss': '0.0988'}\n", - "{'Epoch': 5, 'Avg Epoch Loss': '0.0985'}\n", - "{'Epoch': 6, 'Avg Epoch Loss': '0.0958'}\n", - "{'Epoch': 7, 'Avg Epoch Loss': '0.0950'}\n", - "{'Epoch': 8, 'Avg Epoch Loss': '0.0953'}\n", - "{'Epoch': 9, 'Avg Epoch Loss': '0.0943'}\n", - "{'Epoch': 10, 'Avg Epoch Loss': '0.0918'}\n", - "{'Epoch': 11, 'Avg Epoch Loss': '0.0893'}\n", - "{'Epoch': 12, 'Avg Epoch Loss': '0.0879'}\n", - "{'Epoch': 13, 'Avg Epoch Loss': '0.0881'}\n", - "{'Epoch': 14, 'Avg Epoch Loss': '0.0902'}\n", - "{'Epoch': 15, 'Avg Epoch Loss': '0.0863'}\n", - "{'Epoch': 16, 'Avg Epoch Loss': '0.0873'}\n", - "{'Epoch': 17, 'Avg Epoch Loss': '0.0842'}\n", - "{'Epoch': 18, 'Avg Epoch Loss': '0.0844'}\n", - "{'Epoch': 19, 'Avg Epoch Loss': '0.0829'}\n", - "{'Epoch': 20, 'Avg Epoch Loss': '0.0814'}\n", - "{'Epoch': 21, 'Avg Epoch Loss': '0.0806'}\n", - "{'Epoch': 22, 'Avg Epoch Loss': '0.0821'}\n", - "{'Epoch': 23, 'Avg Epoch Loss': '0.0814'}\n", - "{'Epoch': 24, 'Avg Epoch Loss': '0.0801'}\n", - "{'Epoch': 25, 'Avg Epoch Loss': '0.0800'}\n", - "{'Epoch': 26, 'Avg Epoch Loss': '0.0777'}\n", - "{'Epoch': 27, 'Avg Epoch Loss': '0.0811'}\n", - "{'Epoch': 28, 'Avg Epoch Loss': '0.0790'}\n", - "{'Epoch': 29, 'Avg Epoch Loss': '0.0779'}\n", - "{'Epoch': 30, 'Avg Epoch Loss': '0.0784'}\n", - "{'Epoch': 31, 'Avg Epoch Loss': '0.0768'}\n", - "{'Epoch': 32, 'Avg Epoch Loss': '0.0749'}\n", - "{'Epoch': 33, 'Avg Epoch Loss': '0.0742'}\n", - "{'Epoch': 34, 'Avg Epoch Loss': '0.0749'}\n", - "{'Epoch': 35, 'Avg Epoch Loss': '0.0738'}\n", - "{'Epoch': 36, 'Avg Epoch Loss': '0.0730'}\n", - "{'Epoch': 37, 'Avg Epoch Loss': '0.0722'}\n", - "{'Epoch': 38, 'Avg Epoch Loss': '0.0726'}\n", - "{'Epoch': 39, 'Avg Epoch Loss': '0.0739'}\n", - "{'Epoch': 40, 'Avg Epoch Loss': '0.0722'}\n", - "{'Epoch': 41, 'Avg Epoch Loss': '0.0736'}\n", - "{'Epoch': 42, 'Avg Epoch Loss': '0.0699'}\n", - "{'Epoch': 43, 'Avg Epoch Loss': '0.0713'}\n", - "{'Epoch': 44, 'Avg Epoch Loss': '0.0719'}\n", - "{'Epoch': 45, 'Avg Epoch Loss': '0.0691'}\n", - "{'Epoch': 46, 'Avg Epoch Loss': '0.0713'}\n", - "{'Epoch': 47, 'Avg Epoch Loss': '0.0682'}\n", - "{'Epoch': 48, 'Avg Epoch Loss': '0.0690'}\n", - "{'Epoch': 49, 'Avg Epoch Loss': '0.0694'}\n", - "{'Epoch': 50, 'Avg Epoch Loss': '0.0681'}\n" + "{'Epoch': 1, 'Avg Epoch Loss': '0.8336'}\n", + "{'Epoch': 2, 'Avg Epoch Loss': '0.7150'}\n", + "{'Epoch': 3, 'Avg Epoch Loss': '0.6269'}\n", + "{'Epoch': 4, 'Avg Epoch Loss': '0.5621'}\n", + "{'Epoch': 5, 'Avg Epoch Loss': '0.5125'}\n", + "{'Epoch': 6, 'Avg Epoch Loss': '0.4738'}\n", + "{'Epoch': 7, 'Avg Epoch Loss': '0.4314'}\n", + "{'Epoch': 8, 'Avg Epoch Loss': '0.3770'}\n", + "{'Epoch': 9, 'Avg Epoch Loss': '0.2988'}\n", + "{'Epoch': 10, 'Avg Epoch Loss': '0.2397'}\n", + "{'Epoch': 11, 'Avg Epoch Loss': '0.2179'}\n", + "{'Epoch': 12, 'Avg Epoch Loss': '0.2028'}\n", + "{'Epoch': 13, 'Avg Epoch Loss': '0.1915'}\n", + "{'Epoch': 14, 'Avg Epoch Loss': '0.1799'}\n", + "{'Epoch': 15, 'Avg Epoch Loss': '0.1732'}\n", + "{'Epoch': 16, 'Avg Epoch Loss': '0.1634'}\n", + "{'Epoch': 17, 'Avg Epoch Loss': '0.1560'}\n", + "{'Epoch': 18, 'Avg Epoch Loss': '0.1492'}\n", + "{'Epoch': 19, 'Avg Epoch Loss': '0.1438'}\n", + "{'Epoch': 20, 'Avg Epoch Loss': '0.1391'}\n", + "{'Epoch': 21, 'Avg Epoch Loss': '0.1323'}\n", + "{'Epoch': 22, 'Avg Epoch Loss': '0.1317'}\n", + "{'Epoch': 23, 'Avg Epoch Loss': '0.1247'}\n", + "{'Epoch': 24, 'Avg Epoch Loss': '0.1218'}\n", + "{'Epoch': 25, 'Avg Epoch Loss': '0.1203'}\n", + "{'Epoch': 26, 'Avg Epoch Loss': '0.1173'}\n", + "{'Epoch': 27, 'Avg Epoch Loss': '0.1134'}\n", + "{'Epoch': 28, 'Avg Epoch Loss': '0.1142'}\n", + "{'Epoch': 29, 'Avg Epoch Loss': '0.1100'}\n", + "{'Epoch': 30, 'Avg Epoch Loss': '0.1080'}\n", + "{'Epoch': 31, 'Avg Epoch Loss': '0.1066'}\n", + "{'Epoch': 32, 'Avg Epoch Loss': '0.1033'}\n", + "{'Epoch': 33, 'Avg Epoch Loss': '0.1009'}\n", + "{'Epoch': 34, 'Avg Epoch Loss': '0.0987'}\n", + "{'Epoch': 35, 'Avg Epoch Loss': '0.0996'}\n", + "{'Epoch': 36, 'Avg Epoch Loss': '0.0956'}\n", + "{'Epoch': 37, 'Avg Epoch Loss': '0.0948'}\n", + "{'Epoch': 38, 'Avg Epoch Loss': '0.0948'}\n", + "{'Epoch': 39, 'Avg Epoch Loss': '0.0945'}\n", + "{'Epoch': 40, 'Avg Epoch Loss': '0.0928'}\n", + "{'Epoch': 41, 'Avg Epoch Loss': '0.0891'}\n", + "{'Epoch': 42, 'Avg Epoch Loss': '0.0886'}\n", + "{'Epoch': 43, 'Avg Epoch Loss': '0.0870'}\n", + "{'Epoch': 44, 'Avg Epoch Loss': '0.0905'}\n", + "{'Epoch': 45, 'Avg Epoch Loss': '0.0868'}\n", + "{'Epoch': 46, 'Avg Epoch Loss': '0.0874'}\n", + "{'Epoch': 47, 'Avg Epoch Loss': '0.0844'}\n", + "{'Epoch': 48, 'Avg Epoch Loss': '0.0847'}\n", + "{'Epoch': 49, 'Avg Epoch Loss': '0.0834'}\n", + "{'Epoch': 50, 'Avg Epoch Loss': '0.0821'}\n" ] } ], @@ -508,11 +508,11 @@ " optimizer.zero_grad()\n", "\n", " noisy = batch_data[\"noisy_hand\"].to(device)\n", - " fixed = batch_data[\"original_hand\"].to(device)\n", + " original = batch_data[\"original_hand\"].to(device)\n", " pred_image = model(noisy)\n", " pred_image = torch.sigmoid(pred_image)\n", "\n", - " loss = image_loss(input=pred_image, target=fixed)\n", + " loss = image_loss(input=pred_image, target=original)\n", " loss.backward()\n", " optimizer.step()\n", " current_loss = loss.item()\n", @@ -527,7 +527,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 8, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -540,16 +540,16 @@ { "data": { "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 10, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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itWCoaYT6ejrA2docmXlF2Hs+TdPNISIiUguGmkZI7AM1qlvZmjVf7L+ExFt5mm4SERFRnTHUNFLPBraEtbmxLBge+tkR7I5K0XSTiIiI6oShppFya2aBHdP7wtfNBtn5xZjyYxgW/BaF/CLW2BARkW5iqGnEWtpZYNOUXnilXxv5/PuQaxi58jji0m+rdJ3iklKGISIi0s1Qs2LFCnh4eMDc3ByBgYEIDQ297/mbNm2Cl5eXPL9Lly7YtWtXpfdTU1PxwgsvwMXFBRYWFhgyZAguXbpU6ZwBAwbAwMCg0mPKlCm1aT5VYGpsiLlDO2LtxO5yw8sLydl4/Iuj+CUs8b6fy8kvws4zyZi1MRL+7+9FwPt7cSw2o8HaTUREVOdQs3HjRsyePRsLFy5EeHg4fH19MXjwYKSlVT2L5vjx4xg7diwmTZqEiIgIjBgxQj6ioqLk+2JVW/H88uXL+O233+Q5rVq1QnBwMHJzcytd6+WXX0ZycrLysWTJElWbT9UY0MERu2b0Ra+2dsgrLMH/bTqN2RsjcbugWHnO9cw7+D7kKp7/5i90e28Ppq4Px5aI68i6UyTPe3HtSRy5xB3AiYhIMwwUKq6VL3pmunfvjuXLl8vnpaWlcHd3x/Tp0zFnzpx7zh8zZowMJzt27FC+1rNnT/j5+WHVqlW4ePEiOnToIENO586dldd0dnbGhx9+iJdeeknZUyM+s2zZslr9QbOzs2FjY4OsrCxYW1vX6hqNQUmpAl8ejMUney6iVAG0trfE0C7OOBCdjvPJlVcgFu890skJD3VwxP+OXMa+6DTZ87N6fAD6t3fQ2J+BiIj0hyq/v1XqqSksLERYWJjsRVFewNBQPg8JCanyM+L1iucLomen/PyCgrLdosXQVMVrmpmZ4ejRo5U+t27dOtjb28Pb2xtz585FXl71U5HFdcWNqPigmk33nvawJza+EoQWNua4kpGLFQfiZKAxMAC6ezTD3Ee9sO+N/jjwfwMwb2hHBLW1w8rnuiG4oxMKi0vx8vencCCG698QEVHDMlbl5IyMDJSUlMDJqWyZ/XLieXR0dJWfSUlJqfJ88bogam1atmwpQ8pXX30FS0tLfPrpp0hMTJRDTOWeffZZOSwl6m7OnDmDf//734iJicHmzZur/N5FixbhnXfeUeWPRxV092iO32f0xad7LiLjdiEGdHDAw16OsGtqVuX5ZsZGWDmuG6b/FI4/zqXile/D8OVz3TCwY+V/9kRERFoRauqDiYmJDCai5qZ58+YwMjKSPTuPPvpopV2kJ0+erDwWxcYtWrTAwIEDERcXh7Zt295zXRGSRO1POdFTI4bJSLV9ot4Z7l3j88XQ0/Jnu2HGhgjsOpsip4mvHOcvh6iIiIjqm0rDT2LoR4QOMVupIvFc1MBURbz+oPP9/f0RGRmJzMxM2Tuze/du3LhxA23alE01rq62R4iNja3yfTF8JcbeKj6o/pkYGeKzZ7pimE8LFJUo8Nq6MPxxjgv7ERGRloUaU1NTGUD27dunfE0U9YrnQUFBVX5GvF7xfGHPnj1Vni8KgRwcHOR07lOnTmH48OHVtkWEIEH02JAWBpsxfnjC10UGm6nrwvH72b+HEomIiLRi+EkM6UyYMAEBAQHo0aOHnI0kZjdNnDhRvj9+/Hi4urrKmhZhxowZ6N+/P5YuXYphw4Zhw4YNMrB8/fXXldaxEWFG1NacPXtWfkZM8x40aJB8XwwxrV+/HkOHDoWdnZ2sqZk1axb69esHHx8f9d0NUhtjI0N88rQvDA2ArZFJmPZTBD5TKPCYj4umm0ZERHpK5VAjpminp6djwYIFsthXTLMWw0XlxcDx8fFy9lK5Xr16yUAyf/58zJs3D56enti6daucwVRODDmJsCSGpUTPiwhGb731VqUeor179yoDlKiNGT16tLwmaXewWfq0HwwNDbA5/DpmbIiEQ1MzBLax03TTiIhID6m8To2u4jo1ml37RhQP7ziTLGdRrZ3YQ9NNIiKixr5ODVFt1755c3AHuc7NwZh0ufYNERGRujHUUINoZWcpVx4WxFYLRERE6sZQQw1mQi8P+fOXU4nIrbCnFBERkTow1FCD6dvOHm3sLZFTUIzNEdc13RwiItIzDDXUYMQsqOeDWsnj749frbRiNBERUV0x1FCDetLfDZamRriUdhshcTc03RwiItIjDDXUoKzMTTCqm5s8XnucBcNERKQ+DDXU4Cb0KhuC2nshFYm38jTdHCIi0hMMNdTg2jlaoXc7O5QqgB9PxGu6OUREpCcYakgjJgSVTe/ecDIe+UUlmm4OERHpAYYa0oiBHZ3gatsEmXlF2HY6SdPNISIiPcBQQxrbOqF8evd3nN5NRERqwFBDGjMmwB1mxoY4l5SNsGu3NN0cIiLScQw1pDHNLE0x3M9FHn8Xck3TzSEiIh3HUEMaNf5uwfDvZ5ORmp2v6eYQEZEOY6ghjfJ2tUFAq2YoLlVg/V+c3k1ERLXHUENas3v3+tB4FBaXaro5RESkoxhqSOOGeDvD0coM6TkF+D0qWdPNISIiHcVQQxpnYmSIcYF/T+8mIiKqDYYa0gpjA91hYmSA8PhMnE3M0nRziIhIBzHUkFZwtDLH0C4t5PF3IeytISIi1THUkNYYf3eF4R1nkpCVV6Tp5hARkY5hqCGt0a1lM3g5WyG/qBSbIxI13RwiItIxDDWkNQwMDDAusKU8XvdXPPeDIiIilTDUkFYZ0dUVFqZGiE27jdArNzXdHCIi0iEMNaRVrMxN8ISvi3IxPiIioppiqCGtU75mze9nU3DjdoGmm0NERDqCoYa0Thc3G/i42aCwpBS/hLFgmIiIaoahhrRSecGwGIIqLWXBMBERPRhDDWmlx31dYGVmjGs38nAsLkPTzSEiIh3AUENaycLUGCO7ucrj9X+xYJiIiB6MoYa01rN3h6D+PJ+K1Ox8TTeHiIi0HEMNaS0vZ2sEtGqGklIFfj6ZoOnmEBGRPoaaFStWwMPDA+bm5ggMDERoaOh9z9+0aRO8vLzk+V26dMGuXbsqvZ+amooXXngBLi4usLCwwJAhQ3Dp0qVK5+Tn52Pq1Kmws7ND06ZNMXr0aPk5ahy9NT+FxstwQ0REpLZQs3HjRsyePRsLFy5EeHg4fH19MXjwYKSlpVV5/vHjxzF27FhMmjQJERERGDFihHxERUXJ98VS+OL55cuX8dtvv8lzWrVqheDgYOTm5iqvM2vWLGzfvl0GpEOHDiEpKQmjRo1StfmkY8TO3bYWJkjKysfBmKr/HatPx2Mz8OLak7ieeafBv5uIiFSkUFGPHj0UU6dOVT4vKSlRuLi4KBYtWlTl+U8//bRi2LBhlV4LDAxUvPLKK/I4JiZG/Oe3IioqqtI1HRwcFKtXr5bPMzMzFSYmJopNmzYpz7lw4YL8XEhISI3anZWVJc8XP0m3vLf9nKLVv3coXvw2tEG/t6CoRNFr0T753R/sPN+g301ERKr//lapp6awsBBhYWGyF6WcoaGhfB4SElLlZ8TrFc8XRM9O+fkFBWUrxoqhqYrXNDMzw9GjR+Vz8Z1FRUWVriOGs1q2bFnt94rrZmdnV3qQbhp7dwhqf0waEm/lNdj3ioX/yntojlzitHIiIm2nUqjJyMhASUkJnJycKr0unqekpFT5GfH6/c4vDydz587FrVu3ZHD673//i8TERCQnJyuvYWpqCltb2xp/76JFi2BjY6N8uLu7q/JHJS3S1qEperW1g9i0e2MDFQwXFpdixYFY5fMLydlIz+GWDURE2kzjs59MTEywefNmXLx4Ec2bN5eFwgcOHMCjjz4qe2xqS4SkrKws5SMhgbNn9KFgeMPJBBSVlNb7920KS5C9NI5WZvB0bCpfO85FAImItJpKqcHe3h5GRkb3zDoSz52dnav8jHj9Qef7+/sjMjISmZmZsndm9+7duHHjBtq0aaO8hujBEe/X9HvF8JW1tXWlB+muQZ2cYd/UVPaW7LuQWv+9NPvLemleHdAWD3k5yuOjHIIiItKfUCOGgEQA2bdvn/K10tJS+TwoKKjKz4jXK54v7Nmzp8rzxTCRg4ODnM596tQpDB8+XL4uvlP06FS8TkxMDOLj46v9XtIvpsaGeDqgbAhxXT2vMCx6acRsK9FLM7ZHS/RpZy9fPxqbIWfrERGRdjJW9QNiOveECRMQEBCAHj16YNmyZXLq9cSJE+X748ePh6urq6xpEWbMmIH+/ftj6dKlGDZsGDZs2CADy9dff628ppimLcKMqK05e/as/IyY5j1o0CBl2BFTwsV3iyEq0esyffp0GWh69uypvrtBWk0EjC8Pxcmi3asZufCwt6zXXprXBrSFuYkRerRuLkNVclY+4tJz0e7ucBQREel4qBkzZgzS09OxYMECWaTr5+cnh4vKi4FF70nFWphevXph/fr1mD9/PubNmwdPT09s3boV3t7eynPEkJMILGI4qUWLFjIYvfXWW5W+99NPP5XXFYvuiZlNYgbVypUr6/anJ53i3twC/TwdcOhiuty9e97QjvXaS/NMj7I6HhFsuns0w7HYGzh6KZ2hhohISxmIed1oBMSUbtHjI4qGWV+ju/acT8XL35+SPSe/TumFLm42art2QXEJHvrooAw1bz/eCS/0bq18b+XBWCzZHYPgjk7434QAtX0nERGp7/e3xmc/EalioJcjgjs6ymGiV9eFITOvUG3X3nQq8Z5emnJ92znInycu32iQ2VdERKQ6hhrSKYaGBlj6lB9aNrdA4q07mLkxEqVq2BNK9NKsPFC5lqaizi7WaGZhgtsFxTidUHkWHhERaQeGGtI5NhYm+PK5bjAzNsTBmHQsr7BIXl17aZys7+2lKQ9Tve7OguLqwkRE2omhhnRSZxcbvD+irNj8070XZfGwenpp2t3TS1Oub4Wp3UREpH0YakhnPRXgjrE93OX2CTM2RNR6X6iKvTRjule/nUbvu6EmMiETOflFtW43ERHVD4Ya0mkLH++MLq42yMwrwtR14bLXRRXi/BU16KUpn1LuYWeBklIFTly+Wee2ExGRejHUkE4TIWTluG6waWKC04lZeHf7eZU+//OpRLmo3oN6acr18bw7BHWp9sNdRERUPxhqSOeJHpRlz/jBwKBsC4VfwxLVWktTUZ+7U7uPsK6GiEjrMNSQXniogyNef9hTHv9n61lcSM6u9lyx3mTCzTx8vu+S7KVxtjavUS+NENTWDoYGwOX0XCRl3lFb+4mISAPbJBBpq9cHeiIiIROHL6Zjyo9h2DatD0yMDBCdkoPo5BwZdMRDPBfrzZR77aF716Wpjhjm8nGzlcXCYhZU+SabRESkeQw1pDeMDA3w2Rg/PPbFUVy7kYd+Sw4gO79Izo76J1MjQ7mH00NeDnKjTFX09bQvCzWXGGqIiLQJQw3plWaWprJw+KlVIci6Uzbt2sHKDF7OVujUwhod7z7aOFjCxKh2o6992tnji/2xOBabIVczFgvzERGR5jHUkN7xdbfFztf7IDW7AF4trGDf1Eyt1+/ashksTI1wI7cQF1Ky5UKARESkeSwUJr3k6WQlp1+rO9AIYofwnm3s5LEYgiIiIu3AUENUC+WrC3PLBCIi7cFQQ1QLolhYCL1yE/lFNVvF+GpGLrdXICKqRww1RLXg6dhUrkJcUFyKsGu3Hnj+t8euYMDHB/Hi2pMN0j4iosaIoYaoFgwMDJRDUEfuU1cjFvpbvv8S3rm7fcPJq7dkjw0REakfQw1RHYegjsamVxto/rs7Bh//eVE+b2ZhIn/uPJvcgK0kImo8GGqIaql327JQcy4pGzdzCyu9J9aveeu3KKw6FCef/2doR/x7iJc83sVQQ0RULxhqiGrJ0docHZys5IrFx+P+HoIqLinF/206jR9PxMtNNj8c2QUv92uDQZ2d5arHIgRxCIqISP0YaojqQKyFU3G9GrHz97T1EdgccV0GmGVj/PBsYNk2DM0tTdGrbdn6NhyCIiJSP4YaIjWEGlEsfKewBC9/H4bd51Lk3lKrnvPHcD/XSucP69JC/tx5hqGGiEjdGGqI6iCwdXO5E/j1zDsY9eVxuUN4ExMjrHmhOx7p5HTP+YPvDkGdT+YQFBGRujHUENWBhakxurVsJo8vJGfDytwYP77UQ9mDU9WGmxyCIiKqHww1RHXUv4ODsmbmp5d7wr9V8/uezyEoIqL6wV26ierohV4esoZmUCdntLSzeOD5YgjqP1uj5BDUlYxctLa3bJB2EhHpO/bUEKlhCOqlvm1qFGj+OQTFNWuIiNSHoYZIAx7z4RAUEZG6MdQQaYAYqiqfBSWGoIiIqO4Yaog0gENQRETqx1BDpCEcgiIiUi+GGiIN4RAUEZEWhJoVK1bAw8MD5ubmCAwMRGho6H3P37RpE7y8vOT5Xbp0wa5duyq9f/v2bUybNg1ubm5o0qQJOnXqhFWrVlU6Z8CAATAwMKj0mDJlSm2aT6Q1Q1C925Ut0schKCIiDYSajRs3Yvbs2Vi4cCHCw8Ph6+uLwYMHIy0trcrzjx8/jrFjx2LSpEmIiIjAiBEj5CMqKkp5jrje7t278eOPP+LChQuYOXOmDDnbtm2rdK2XX34ZycnJyseSJUtq82cm0hrDujjLnxyCIiLSQKj55JNPZLiYOHGiskfFwsICa9asqfL8zz77DEOGDMGbb76Jjh074r333kO3bt2wfPnySsFnwoQJsjdG9ABNnjxZhqV/9gCJ73F2dlY+rK2ta/NnJtIaHIIiItJQqCksLERYWBiCg4P/voChoXweEhJS5WfE6xXPF0TPTsXze/XqJXtlrl+/DoVCgQMHDuDixYsYNGhQpc+tW7cO9vb28Pb2xty5c5GXl1dtWwsKCpCdnV3pQaRtOARFRKShUJORkYGSkhI4OVXefVg8T0lJqfIz4vUHnf/FF1/IXh9RU2Nqaip7dkTdTr9+/ZTnPPvss3J4SgQeEWh++OEHPPfcc9W2ddGiRbCxsVE+3N3dVfmjEjX4ENQODkEREen+3k8i1Jw4cUL21rRq1QqHDx/G1KlT4eLiouzlEUNS5USxcYsWLTBw4EDExcWhbdu291xTBB9Rq1NO9NQw2JC2DkH9Z0uU3OX7cvpttHFoqukmERHpf6gRQz9GRkZITU2t9Lp4LmpcqiJev9/5d+7cwbx587BlyxYMGzZMvubj44PIyEh8/PHH9wxdlROzroTY2NgqQ42ZmZl8EOnEQnzt7HH4Yrocgpr2sKemm0REpP/DT2JoyN/fH/v27VO+VlpaKp8HBQVV+RnxesXzhT179ijPLyoqkg9Rm1ORCE/i2tURoUcQPTZEuu6xLncX4jtb9TAuERHVw/CTGNIRM5UCAgLQo0cPLFu2DLm5uXI2lDB+/Hi4urrKmhZhxowZ6N+/P5YuXSp7YjZs2IBTp07h66+/lu+LGUzifTE7SqxRI4afDh06hO+//17OtBLEENP69esxdOhQ2NnZ4cyZM5g1a5asuRG9OkS6blBnJ8zbYnDfIaj8ohL5/tnrWTAQdWaBreTMKSIiqmWoGTNmDNLT07FgwQJZ7Ovn5yfXmCkvBo6Pj6/U6yJmNolAMn/+fDnM5Onpia1bt8oZTOVE0BE1MOPGjcPNmzdlsPnggw+Ui+uJHqK9e/cqA5SojRk9erS8JpE+sLWoPAT1Ut82iE7JkQHmbGImzl7PxsXUHJSUKpSfyc4vxtSH2mm03URE2sRAIeZQNwKiUFjMgsrKyuL6NqSVfj6ZgH/9egbmJoYoLlGguEKAKWff1BQedpY4de0WjA0NsOW13ujiZqOR9hIRadvvb62Y/UREZUNQC7cZ4U5RiXze3NIUXVxt4ONmA++7P52tzeV7r60Lx+9RKZi5MQI7pvdFE1MjDbeeiEjzGGqItGgI6tdXeyHhVp4MMS425nKPs6p8OLILwq7dQlx6Lhb9fgHvDv97OJeIqLHiLt1EWqSTizUGd3aGq22TagNN+TTwj5/ylcffh1zDwZiq914jImpMGGqIdFS/9g54oZeHPH7zlzO4mVuo6SYREWkUQw2RDpvzqBc8HZsiPacAczefkXunERE1Vgw1RDrM3MQIn47xg4mRAf44l4pNYYmabhIRkcYw1BDpOFFUPPuRDvL4nW3nEH+j+t3riYj0GUMNkR6Y3K8NerRujtzCEsz6ORLFJdVvMUJEpK8Yaoj0gNgu4ZOnfWFlZiynen95ME7TTSIianAMNUR6wq2ZBd4d0Vkef7bvEs4kZmq6SUREDYqhhkiPjPBzxTCfFnKLhZkbIpFXWKzpJhERNRiGGiI9Ihbs+2CEt9xO4XJGLj7YeUHTTSIiajAMNUR6uN3C0qfLVhte91c89l1I1XSTiIgaBEMNkR7q3c4eL/VpLY//9csZuTgfEZG+Y6gh0lNvDukAL2cr3MgtxL9+Oc3VholI7zHUEOkpM2MjfPZMV5gaG+JATDp+PHFN000iIqpXDDVEeqyDsxXmDPGSx+/vvIDYtBxNN4mIqN4w1BDpObGTd19PexQUl2LGhkgUFqt/teGSUgWHt4hI4xhqiPScoaEBPn7KF80sTHAuKRuf7Lmo1utn5xdh6GdH0Hvxfhy6mK7WaxMRqYKhhqgRcLI2x6JRPvL4q8NxCIm7obZrv7PtPGJSc5CUlY8Ja0Lx9rZzyC8qUdv1iYhqiqGGqJEY4u2MMQHuEKNEb/wciay8ojpfc3dUCn4NT4SBAeRKxsLa41fx2BdHEXU9Sw2tJiKqOYYaokZkweOd0MrOQvaqvPVbVJ2uJda+mbflrDx+pV9brHi2G76d2B0OVmaITbuNkSuPyY01Rb0NEVFDYKghakQszYyxbIyf3NV72+kkbI24XqvriKLguZvP4GZuoVwLZ9YjnvL1hzo44o+Z/TCokxOKShT47+5ojF19Aom38tT8JyEiuhdDDVEj07VlM7z+cFkIeWtrFBJuqh44Np1KxN4LaTAxMsCnY/zkmjjlmlua4qvn/bFktA8sTY0QeuUmHl12BFsiEjlDiojqFUMNUSM09aG28G/VDDkFxbInJSal5uvXiBD0zvZz8nj2Ix3QsYV1lRtrPt3dHbtm9EW3lrbye2ZtPI3XN0SyiJiI6g1DDVEjZGxkiM+e8ZP1NYm37mDUymM12vhS1Me8sek0cgtLENCqGSb3a3Pf81vZWeLnV4Iw+5H2cshr++kkzN8axR4bIqoXDDVEjZRbMwtsfa03gtrYyZDy0ven8NWhuPsGjjVHr8jhJAtTI7kTuAgqNQlQrw/0xJoXukOc/ktYopwhpQ2OxWbgQHSapptBRGrCUEPUiDWzNMX3k3pgXGBLOdV70e/R+L9NZ1BQfO8QkRii+uiPGHn81mNiFpWlSt/Vv70D5g3tqNyyQQQKTbqVW4gXvg3FxLUncSE5W6NtISL1YKghauRMjAzx/ghvvPNEZ9nzItadeXb1X8i4XaA8R2ytMGtjJApLSvFQBwc80929Vt81qU9rjOrmKoexpq4PR/wNzc2KOhCTJmdoCSsOxGqsHUSkPgw1RCQLeyf08sDaid1hZW6MsGu3MHz5MWUPxuf7LuF8crbcauG/o33k+bX9ng9HdoGvmw0y84rw8venkFtQDE3YW6GGaOfZZMSl39ZIO4hIfRhqiEipr6cDtk7tjdb2lrieeQejvzyOL/ZdwsqDZT0ZH4zsAkdr8zp9h7mJEb56PkAu0ie2V5j9cyRKG3iBPjG8diimbJ+qNg6WcuhNLBRIRLqNoYaIKmnr0FQWEPdpZ4+8whIs3XMRInOM8HPB0C5lWyHUlbONOVY95w9TI0P8cS4VX+xv2OEfsfeVKI52sjbD0qd85WtbIq7Xas0eItIeDDVEdA8bCxO55cH4oFbyeQsbc7wz3Fut3yHWyXl/ZNk1P917EX+cS0FDDz0N7OgkFyPs62kv63xWHWJvDVGjCzUrVqyAh4cHzM3NERgYiNDQ0Puev2nTJnh5ecnzu3Tpgl27dlV6//bt25g2bRrc3NzQpEkTdOrUCatWrap0Tn5+PqZOnQo7Ozs0bdoUo0ePRmrqg9fVIKLaFxC/O9xbDkftmN4HNk1M1P4dTwe444VeHvJ49sZIlRYBrC0xZX3v+bJp3I90dJI/pz3UTrlSckpWfr23gYi0JNRs3LgRs2fPxsKFCxEeHg5fX18MHjwYaWlVr/Vw/PhxjB07FpMmTUJERARGjBghH1FRf2+mJ663e/du/Pjjj7hw4QJmzpwpQ862bduU58yaNQvbt2+XAenQoUNISkrCqFGjavvnJqIa8nO3hV1Ts3q7/n+GdUSvtmVr5YjC4cy8QtSnqOvZSMnOl2vtBLW1k68FtrFDd49mcnbX6iOX6/X7iaj+GChUXNpT9Mx0794dy5cvl89LS0vh7u6O6dOnY86cOfecP2bMGOTm5mLHjh3K13r27Ak/Pz9lb4y3t7c876233lKe4+/vj0cffRTvv/8+srKy4ODggPXr1+PJJ5+U70dHR6Njx44ICQmR13uQ7Oxs2NjYyGtZW9+7rDsRaY7YGPOJ5Ufl6sa929nhP0M7yXoXsY9UbWdaVeeTPRflbK4hnZ2x6nl/5euHLqZjwppQmJsY4ti/H67XIEdENafK729jFa6LwsJChIWFYe7cucrXDA0NERwcLMNFVcTroiemItGzs3XrVuXzXr16yV6ZF198ES4uLjh48CAuXryITz/9VL4vvrOoqEh+TzkxnNWyZctqQ01BQYF8VLwpRKSdRHhZPT4Ao1Yex7HYGxj6+RH5uigkdrQ2g7O1OZxszOFkZQ5nGzO42DbBgA6OaGqm0l9h0t7zZcPWwZ3Khp7K9fO0h4+bDc4kZuGbo1fwryFeavrTEZFWDj9lZGSgpKQETk6V/zIQz1NSqi7yE68/6PwvvvhC1tGImhpTU1MMGTJE1u3069dPeQ3xuq2tbY2/d9GiRTLZlT9EbxIRaS+xMabY3VusYWNnaSpfE8NBovfm1LVb2HkmGWuOXcGHu6IxbX0E5vx6RuXvENPUxXo7YruGh70cK70neoSm3q2t+T7kGrLyitT0JyOihqL6f+bUAxFqTpw4IXtrWrVqhcOHD8uiYNFrU7F3RhWiN6liD5HoqWGwIdJu/do7yEf5WjLpOQVIzc5HSlaBrIMRx8lZ+XJjTLFg3v9l5MLD3lLlXpqAVs1l79A/icLhDk5Wcv2c70Kuyj2riEhPQ429vT2MjIzumXUknjs7O1f5GfH6/c6/c+cO5s2bhy1btmDYsGHyNR8fH0RGRuLjjz+WoUacK4a+MjMzK/XW3O97zczM5IOIdJOZsZHcdFM8/kmsQrw/Og1fH7ksVyhWdSp3cKfKvTTlDA0NMPXhdnj9pwjZK/Rin9a1GuIiIh0YfhJDQKKAd9++fcrXRKGweB4UFFTlZ8TrFc8X9uzZozxf1MqIh6jNqUiEJ3FtQXyniYlJpevExMQgPj6+2u8lIv31Sr828qfY8Vv05tREdn4RTly+IY+D707lrsqwLi3kispiG4d1J66pqcVEpJVTusWQzurVq/Hdd9/J6devvvqqnN00ceJE+f748eMrFRLPmDFDTtdeunSpnLH09ttv49SpU3LKtiAqmfv3748333xTFghfuXIFa9euxffff4+RI0fKc0RNjJgSLr77wIEDsnBYfJ8INDWZ+URE+qVH6+bo2tJWbrT53fGrNfrM4YvpcgNLsS1CG4em1Z4nNvV8dUBbebz6yBXkF927YzkR6UmoEVOvxbDQggUL5LRsMUwkQkt5MbDoPUlOTq40s0lMxf7666/lmja//PKLnPkkpnGX27Bhg5wmPm7cOFkwvHjxYnzwwQeYMmWK8hwxE+qxxx6Ti+6JAmIx7LR58+a63wEi0jmiqPeVfmXB4/uQqzXaFHPP3XqaR/4x66kqI7u6wtW2idypfOPJBDW0mIi0cp0aXcV1aoj0i9jW4JFPDuFyRi7mD+uIl/qWDUlVpaikFP7v7UF2fjF+mRKEAI/mD7z+Dyeu4a2tUXKLiENvPgRTY+4qQ6Ttv7/5/1Ii0klimOjlu7U1Yl0ZEVyqc/LqTRloxIwnsddTTTzl7wZHKzM522pLRKLa2k1E9Yehhoh0lhgmcrgbPMQ07+qU7/Uk1qYRYagmzE2MMPluaFp5MA7F9wlNRKQdGGqISGeJ4DGxd9mGmF8duiw3q/wn8dqeCyk1rqep6NnAlmhmYYJrN/Lwr1/OyCEvItJeDDVEpNPGBbaCpamRXDDvYEz6Pe9fTL2NhJt3ZE1MX097la5tYWqMRaN8ZO/O5ojreOPnSAYbIi3GUENEOs2miYnsURFWHYqrdsG9Pu3sZUhR1RBvZywf2xXGhgbYGpmE2T9HciiKSEsx1BCRzhMr/5oYGeCvKzcREX+ryqnc91tw70Ee7dICy58tCza/RSZh1s+nGWyItBBDDRHpvBY2TTDcz1VZW1MuLTsfkQmZ8nhgx6q3RqipId4tsGJcNxlsRFHyzI2q9dgk3srDt8euyE01iah+MNQQkV5tnfDH+RRcTr8tj/dFl8168nW3hZO1eZ2/Y3BnZ6wc1032Cu04k4wZNQg2ZxOz5F5S/T86iHe2n8cLa0LlZp1EpH4MNUSkFzydrBDc0RFiApTY3qDirtyP1LGXpqJBnZ3x5Th/GWx2imCzIfKeNXJKSxU4EJ2GsV+fwOPLj2Lb6SRZYCyKlS+l3caKA/fW/hBR3THUEJHeeKV/2dYJv4YnIv5GHo7GZsjnwSpO5X4Qcb1Vz/nD1MgQO88my54YEWxED8zPJxMweNlhTFx7EiGXb8jhKrGezs7X++DTp/3k51ceiMWF5Gy1tomIuE0CEekR8dfZ6C+PIzw+E96u1oi6ng23Zk1w5F8Pyf2i1G1/dCqm/BCOwpJSBLRqhms385S7hjc1M5azsl7o5QEX2ybK9r3yQxj+PJ8KHzcbbH61F4yN+N+WRPfDbRKIqPFudHm3t0YEmvIF9+oj0AgPeznhq/H+cljp1LVbMtCIvaL+M7Qjjs99GPOGdlQGmvL2vTfCG1bmxjiTmIU1x8qGyYhIPRhqiEivPNLRCW0cLCs9r08PdXDE2he641FvZywb44fD/3pI7kllbW5S5fmiYPmtYZ3k8dI/L+JqRm69to+oMWGoISK9YmhooJwJJXpEurd+8I7cddWrnT2+fM4fI7q6wqQGw0lPBbihdzs7FBSX4t+/npGFxURUdww1RKR3RnVzw+sDPfHJ0341ChkNTQxDLR7lgyYmRnLBwJ9Oxmu6SUR6Qfv+305EVEciyMx+pL3KG1g2JPfmFnhzcAd5vGhXNJKzuCgfUV0x1BARaciEXh7o2tIWtwuK8Z8tUVXuMk5ENcdQQ0SkIWL37yWjfeR6N/uj0+QifURUeww1REQaXgl52sPt5PHb287hxu2ydW6ISHUMNUREGjalf1t4OVvhVl6R3B+KiGqHoYaISMPE4n1LnvSBoQHkEFT5nlVEpBqGGiIiLeDjZouX+5atr7PgtyjkF3EnbyJVMdQQEWmJWY+0h4uNOZKy8vHNUW6hQKQqhhoiIi1hbmKEN4eUrV3z5cE4ZLBomEglDDVERFpkuK8rurjayLVrPtt7SdPNIdIpDDVERFq2d5XY3VtYHxqP2LTbmm4Skc5gqCEi0jJBbe0Q3NEJJaUKLP49WtPNIdIZDDVERFpozqNecsXhvRdSERJ3Q9PNIdIJDDVERFqonWNTPNujpTz+cNcFlJZyXyiiB2GoISLSUjOCPdHUzBhnr2dxXyiiGmCoISLSUvZNzfDqgLbyeMnuaC7IR/QADDVERFpsUp/WaHF3Qb41x7ggH9H9MNQQEWn7gnyDyxbkW3kgjrt4E90HQw0RkZYb4ecKb1frsgX59nFBPiK1hpoVK1bAw8MD5ubmCAwMRGho6H3P37RpE7y8vOT5Xbp0wa5duyq9b2BgUOXjo48+Up4jvu+f7y9evLg2zSci0tkF+db9FY+4dC7IR6SWULNx40bMnj0bCxcuRHh4OHx9fTF48GCkpaVVef7x48cxduxYTJo0CRERERgxYoR8REVFKc9JTk6u9FizZo0MLaNHj650rXfffbfSedOnT1e1+UREOqlXW3sEd3TkgnxE92GgUChUWvxA9Mx0794dy5cvl89LS0vh7u4uA8acOXPuOX/MmDHIzc3Fjh07lK/17NkTfn5+WLVqVZXfIUJPTk4O9u3bV6mnZubMmfJRG9nZ2bCxsUFWVhasra1rdQ0iIk2KTcvB4GVHZLDZMLknerax03STiOqdKr+/VeqpKSwsRFhYGIKDg/++gKGhfB4SElLlZ8TrFc8XRM9OdeenpqZi586dsmfnn8Rwk52dHbp27SqHpoqLi6tta0FBgbwRFR9ERLqsnaMVxvZwl8fvbj+PrLyiOl0v6noWPvojGilZ+WpqIZFmqRRqMjIyUFJSAicnp0qvi+cpKSlVfka8rsr53333HaysrDBq1KhKr7/++uvYsGEDDhw4gFdeeQUffvgh/vWvf1Xb1kWLFslkV/4QvUlERLpuZnB7WJkb43xyNoZ+fgQR8bdUvoZYnXj14csYufIYVhyIw9jVJ5Cew1lVpPu0bvaTqKcZN26cLCquSNTxDBgwAD4+PpgyZQqWLl2KL774QvbIVGXu3Lmyq6r8kZCQ0EB/AiKi+l2Q76eXe6KVnQWuZ97BU6tCZECp6TYKIry8sPYkPth1AUUlCpibGOJKRi6e/+avOvf8EOlUqLG3t4eRkZEcIqpIPHd2dq7yM+L1mp5/5MgRxMTE4KWXXqpRbY8Yfrp69WqV75uZmcmxt4oPIiJ94O1qg+3T+2CYTwsUlypkQHnp+1O4lVt4388dupiORz87jMMX02FmbIgPR3bB7hn94GBlhuiUHLywNhS5BdUP6xPpVagxNTWFv79/pQJeUSgsngcFBVX5GfF6xfOFPXv2VHn+N998I68vZlQ9SGRkpKzncXR0VOWPQESkF6zNTbB8bFd8MNIbpsaG2B+dJoejTl69ec+5hcWlclPMCWtCkXG7EB2crGQoejawJTzsLfHDpB6waWKCiPhMTP7hFLdjoMYz/CSGgVavXi1rXy5cuIBXX31Vzm6aOHGifH/8+PFy6KfcjBkzsHv3bjlcFB0djbfffhunTp3CtGnTKl1XFPKK9Wyq6qURRcXLli3D6dOncfnyZaxbtw6zZs3Cc889h2bNmtXuT05EpOPE0hfjAlth62u90cbeEslZ+Xjm6xNYcSBWORx1NSMXT646jq8PX5bPn+/ZCr9N6432TlbK63g5W+O7F3vA0tQIx2JvYPpPESgqKdXYn4uowaZ0C2I6t5h9JIp9xdTszz//XA4HCaLuRUy/Xrt2rfJ8EVbmz58vh4o8PT2xZMkSDB06tNI1v/76azldW6w/Iwp7KxLr4bz22msyFIkamtatW+P555+XAUsMM9UEp3QTkT4Tw0bzt0ZhS8R1+byvpz2GeDvjw50XkFtYIntiljzpg8Gdqy4VEELibmDCt6GyZ2dkV1csfcpXLvxHpEmq/P6uVajRRQw1RKTvxF/nm04lYsG2KOQX/d3T0qN1cywb4wcX2yYPvMa+C6l45YcwWavzXM+WeG+4t+wRItK7dWqIiEh7ifDxdHd3bJvWB56OTSE6WWYFt5ezpWoSaISBHZ3wyRg/iBzz44l4LPkjpt7bTaQuxmq7EhERaQVRL7N7Zj9k3ylCM0tTlT//hK8LbucXY96Ws/jyYJxcF+e1Ae2gTT1SibfuwL25haabQlqGPTVERHrIyNCgVoGmnJgZNW+olzxesjtGhhttqFYQbZjz61n0XXIA/ztSVvxMVI6hhoiIqjS5X1tMf7ish+a/u6Mxc2Mk7hRqdrr3yoNx2HiqbDHVj/6IkbO76iI7v0gWRpN+YKghIqJqzX6kPd5+vJPs+fktMgmjvzyOhJt5GmnLzjPJMsgIrrZNUFBcKofIatuDJPa+6rVoP5775i81t5Q0haGGiIjuW3z8Qu/WWPdSIOwsTeWeU08sP4qjlzIatB2RCZmY/XOkPH6xd2tZ/Cy2eDgedwO/hCWqfL3bBcWYtj5c/gy9clNuOUG6j6GGiIgeqGcbO7kKsY+bDW7lFWH8mr/knlMNUWeTeCsPL313SvbMDPRyxH+GdURLOwu5uacgtonIuF3zDTlFm+dtPourN/7ucToUk14vbaeGxVBDREQ1IqaF//xKEJ70d4NYsFiEiRkb6rfOJie/CJPWnpKhpWMLa3w2tqscChNe6tManVpYIzOvCO9uP1/ja/58KgHbTifJ6wR3dJKvHYxJq7c/AzUchhoiIqoxcxMjfPSkD94d3hnGhgYyHIyqpzqb4pJSuWVDTGoOHK3M8M2EADQ1+3slEmMjQ/x3tI9cj0e040ANgsnF1Bws3HZOHr8xqD1mDPSUx2IYiwXDuo+hhoiIVK6zGR/kgfUv94R9U1NcSM7G48uP4sgl9Q7hvLfjPA7GpMvamf9NCKhyAcEubjayxkaYvyXqvruMix4lUUcjVlsW20hM6dcWnV2s5Z9B1NaEXbul1vZTw2OoISKiWhHbL4g6G183GzkENH5NKJbvv6TcTLMu1h67gu9CrsmVjZeN6QofN9tqz509qD3cmjWRxb6f7LlY7XnvbD+Hi6m34WBlhk+e9pP7WolHP08H+f6hi6yr0XUMNUREVGstbJpg4ytBeKa7O0TN8Md/XsRL359CVl5Rra+5PzoV7+4oq5H59xAvuTHn/ViYGuP9Ed7y+NtjV3A6IfOec36LvI4NJxPuhiQ/GWzK9e9QFmpYV6P7GGqIiKjOdTaLR/vIXcDNjA2xPzoNw744IteBUZUIJNPXR8hC5DEB7nilX5safW5AB0cM93ORn5uz+SyKSv6ujxEL9InZTsL0h9qhdzv7Sp/t6+kgw050Sg5Ss/NVbjNpD4YaIiJSi6cD3LH5tV5o2dxC7s0kCog3hMY/cNq3eF8M/bzwbSiGrziG3MIS9Gprh/dGqLZD+FuPdYKthYms8fnfkSvytYLiEkz7KVxes4dHc7x+tzC4ouaWpsrhLQ5B6TaGGiIiUpvOLjayzia4o6OcTSR6Tf71yxnkF9077TuvsBg/nriGRz49jAlrQmVRsMgwgzs74ctx/jA1Vu1XlH1TM8wf1kkeL9t7UfbQLNoVjajr2WhmYYLPxvrJGVNV6d/+bl0N16vRaQYKbdihrAFkZ2fDxsYGWVlZsLa21nRziIj0migWXnU4Dh//ESOHhMQaM6ue64ZWdpayoPf7kKvYEJqArDtltTdiqrZY/+aFXh7wsLes9feKX2nPfxOKo7EZaG1viSt394Za80IAHvYqW5OmKuHxtzBq5XFYmxsj/K1Hqg0/pN2/v/+e8E9ERKQmYlbRawPawc/NVq41I4aEHvviKAJb28n1ZEruzpBqZWeBCUEeeCrADVbmJnX+XjFc9cFIbwxedlgZaMQiffcLNIKvm60cuhKzuMSWDAEezevcFmp4jKJERFRverWzx87X+8K/VTPk5Bdj74VUGWhEzczq8QHY/8YAvNintVoCTTnRGzTr7hYKYrr5v4Z4PfAzYnVhUTAssK5Gd7GnhoiI6pWzjTk2TO6J5ftjcSuvEM8GtoSXc/2WAUzu1wberjZyr6qa1uaIuprtp5Nkbc8bgzrUa/uofjDUEBFRvTMxMsSsR8p6TxqCGIb659TtB+nXvuz8s9ez5F5TovBYXUStz66zKTgamy5nYIn1fUj9GGqIiIgAOFqZy20TziVl4/DFdIzq5qaW6x6LzcB/d0fjTGLZuj0FRaX4ZIyfWq5NlbGmhoiI6K4BHdRXVyMWH3z+m78w7n9/yUAjFiYUfo9KkXtNkfox1BAREd3Vv72j/Cl6aspnaKlKrI8jNs4Us72OXMqAiZGBnKp+bM7DaONgiTtFJdh1NlnNLSeBw09ERER3dWtpCytzY9zKK5K1NX7u1W+k+U9pOfn4Yl8sfgqNR3GpQi4kOMLPFbMfaQ/35hbynNHd3PDRHzH4JSxRrsBM6sWeGiIiorvEont97hYYq7LB5caT8ei/5CB+OHFNBhoxjLVzel98OsZPGWiEUd1cZdgJvXIT8Tfyat3O2LQcpHGfqnsw1BAREdWhruavyzcwb0uUHFbydbfFTy/3xNqJPdDJ5d5p62LWU3lo+jU8sVbtO5eUhSHLjmDM1yfkys30N4YaIiKiCvrd3QdKrCx8K7fwvuem5xTIFZNF/c2orq7Y+lovBLW1u+9nxHYQwuaIxFqFkpUH4mRvkFgxWWzvQH9jqCEiIvpHb4qXsxXEzohHYjOqPU8EmRkbIpCWUwBPx6Z4f2TNdhUf1MlZ7nWVcPMOQq/eVKltcem3sSvq7yLjHWdYcFwRQw0REVEtdu3+bN8lHI+7AQtTI3z5XDdYmNZs7k0TUyM85tNCHv8aptoQ1KqDcTJsOVmXLQwoZlHVdpaWPmKoISIi+of+FepqqhoiElO+v9h/SR4vGtUF7RytVLr+6LtDUCKU5BXWbM0asbv5lojr8vjzZ7rKHcVFL9FJFXt79BlDDRER0T8EtGoOS1MjuV3C+eTsSu8lZ93BzI2RssdkXGBLDPdzrcX1m8kdynMLS7A7KqVGn1l9+LKspRGbgQa2scPgzs7y9Z0cglJiqCEiIvoHsQmm2GH8n7OgikpKMW19BG7mFsLb1RpvPdapVtcXtTdizRpBrFnzIKIgWax/I0x9qJ38OezuENbvUckoLimtVTv0DUMNERFRDetqluyORti1W3KBvpXP+sPcxKjW1xdr1gghl28g8db916xZc+wKCopL5ZRx0VMjiA07bS1MkHG7EH9d4RBUrUPNihUr4OHhAXNzcwQGBiI0NPS+52/atAleXl7y/C5dumDXrl33JNaqHh999JHynJs3b2LcuHGwtraGra0tJk2ahNu3b9em+URERDUONWHxt5B1pwh/nkvB6iNX5GsfPemLlnZ/L6pXG27NLBDUxk4OY20JL6uVqYr47h9CrsnjqQPaKmdYiZ3Ph9wdguIsqFqGmo0bN2L27NlYuHAhwsPD4evri8GDByMtreqVF48fP46xY8fKEBIREYERI0bIR1RUlPKc5OTkSo81a9aUdc2NHq08RwSac+fOYc+ePdixYwcOHz6MyZMnq9p8IiKiGhErAbd1sJSzizaExuONTafl6y/1aY0h3mVhoq7K16wRC/EpRLqpwg8hV+UGmO2dmiK4o1Ol9x7zcZE/d0cly6Gxxs5AUd1drIbomenevTuWL18un5eWlsLd3R3Tp0/HnDlz7jl/zJgxyM3NlUGkXM+ePeHn54dVq1ZV+R0i9OTk5GDfvn3y+YULF9CpUyecPHkSAQEB8rXdu3dj6NChSExMhItL2T/U+8nOzoaNjQ2ysrJkbw8REdGDvLfjPL45WtY7U7431MZXgmQviTqImU/d398rC4Z/mRKEAI/m97zf578HZA3PsjF+GNG1clGyqKUJ/HAfbuQW4vsXeygXDtQnqvz+VumfSmFhIcLCwhAcHPz3BQwN5fOQkJAqPyNer3i+IHp2qjs/NTUVO3fulD07Fa8hhpzKA40grim++6+//qryOgUFBfJGVHwQERHVZghKaGZhguXPdlNboBHE2jaPdmlR7bYJG0ITZKBp2dxCubbNP/eqKu812nEmCY2dSv9kMjIyUFJSAienyt1f4nlKStVT0sTrqpz/3XffwcrKCqNGjap0DUfHsu3gyxkbG6N58+bVXmfRokUy2ZU/RG8SERGRKnq0bi7XgxFlLGJzShfbJmr/jvIhqB2nk5FfVKJ8vbC4FF8fviyPp/RvKwNMVcpnQf1xLlV+pjHTutlPop5G1M+IouK6mDt3ruyqKn8kJCSorY1ERNQ4iNlNYrhJDA0N6FD5P67VpYdHc7g1a4KcgmL8ce7v/1DfHJ6IlOx8OFqZYbR/9WvhBLa2g4OVmSwoPnafbR0aA5VCjb29PYyMjOQQUUXiubNz1UVT4vWann/kyBHExMTgpZdeuuca/yxELi4uljOiqvteMzMzOfZW8UFERKSqji2s4d+qcq2LOhka3rtmjaiV+fJQnDye3K8NzIyrnzpuZGiAocohqGQ0ZiqFGlNTU/j7+ysLeMsLhcXzoKCgKj8jXq94viBmMFV1/jfffCOvL2ZU/fMamZmZsp6n3P79++V3i8JlIiIiXVYeakRPS0pWPnZFpeDajTy5Ds3YHi0f+Plhd2dB/Xk+BQXFfw9hNTYqDz+J6dyrV6+WtS9iVtKrr74qZzdNnDhRvj9+/Hg59FNuxowZcqbS0qVLER0djbfffhunTp3CtGnTKl1XFPKK9Wz+2UsjdOzYEUOGDMHLL78s18Q5duyY/PwzzzxTo5lPRERE2kyseSPqd8Q2U6JgeOWBWPn6xF6tYWlmXKNtF5yszZCTX4wjF9U3BHWnsARbI67jra1RiL9x/wUCtUHNthT9xxTt9PR0LFiwQBbpiqnZIrSUFwPHx8fLWUnlevXqhfXr12P+/PmYN28ePD09sXXrVnh7e1e67oYNG+QcfbGmTVXWrVsng8zAgQPl9cUaNp9//rnqf2IiIiIt9GQ3N4ReuYkVB2KRV1gi9556oZdHjYewhnZpgW+PXZWzoII7VZ6gowrxuzg8PhO/hCXI4mVR6yMcuZSOrVN7w9bCFHqzTo2u4jo1RESkzcQCe2LNmjt3Z0C90r8N5j7ascafD7t2C6O/PC7DUNhbj6i8hUNqdj42h1+XYSYuPVf5uihiFgv7pWYXoHc7O6yd2EOt09rV+ftb5Z4aIiIiUr+mZsZyzZktEdflhpqT+rRW6fNd3W3hYmOOpKx8HIxJr9Gqx2IK+N4Lqdh0KkFu3CmGvwRzE0MM9W6BJwPc0LO1HWJSc2RgOhZ7Qy5I+O7wyqMt2oKhhoiISEuIILPvQiom9WkDRyvVljYxNDSQa9aI/al2nk1+YKi5mpGLV9eF40Ly34vT+rdqhqf83eR1rMxNKs0AEysav/JjGL4PuQZPJys837MVtA2Hn4iIiPREZEImRqw4BgsxBDX/ETQxrXoIandUCt7cdFrWy4iVkp/p0VIuAtjWoel9ry/qfT76I0ZOI//hxR7o1c4eOrtNAhEREWkvXzcbWQMjCo0PxNy70bSojflg53lM+TFMBhoxa+r3Gf3w7yFeDww0wmsD2mKEn4vc5FP08lzJ+Lv2Rhsw1BAREekJA4OyIaiq9oIShcDPrj4hh6eEl/u2xk+Te8LZxlyl6y8e7QM/d1u5gvGk707Kn9qCoYaIiEiPPH53Ib790WnIvTsd+3hcBoZ9fgQnr96ClZkxVj3XDf8Z1qlWs5jErKqvx/ujhY05LqfnYvpPEXIFZG3AUENERKRHOrtYw8POAvlFZTObRB3Mc//7Cxm3C+HlbIVt0/tgiPe9O36rQhQxrx4fIGdJHb6Yjg93RUMbMNQQERHp6RDUv389Iwt7xVRtMatJLJ7X2t5SLd/j7WqDT572k8drjl3BhtB4aBpDDRERkZ557O4QlOitMTM2xJLRPvjoKV+VF+R7ELGK8azg9vJ4/tYonLh8A5rEUENERKRnvJytMLizk/y5+bVeeLq7e7191+sD28meoeJSBd74+bRc0E9TuPgeERGRHg5BffV8QIN918dP+qKouBSvD/SUqyFrCkMNERER1YlY5O/r8Q0Tou6Hw09ERESkFxhqiIiISC8w1BAREZFeYKghIiIivcBQQ0RERHqBoYaIiIj0AkMNERER6QWGGiIiItILDDVERESkFxhqiIiISC8w1BAREZFeYKghIiIivcBQQ0RERHqh0ezSrVAo5M/s7GxNN4WIiIhqqPz3dvnv8ftpNKEmJydH/nR3d9d0U4iIiKgWv8dtbGzue46BoibRRw+UlpYiKSkJVlZWMDAwUHuKFGEpISEB1tbWar023Yv3u2Hxfjcs3u+Gxfut/fdbxBQRaFxcXGBoeP+qmUbTUyNuhJubW71+h/gHxP9TNBze74bF+92weL8bFu+3dt/vB/XQlGOhMBEREekFhhoiIiLSCww1amBmZoaFCxfKn1T/eL8bFu93w+L9bli83/p1vxtNoTARERHpN/bUEBERkV5gqCEiIiK9wFBDREREeoGhhoiIiPQCQ00drVixAh4eHjA3N0dgYCBCQ0M13SS9cfjwYTz++ONyFUmxCvTWrVsrvS9q3BcsWIAWLVqgSZMmCA4OxqVLlzTWXl22aNEidO/eXa647ejoiBEjRiAmJqbSOfn5+Zg6dSrs7OzQtGlTjB49GqmpqRprsy778ssv4ePjo1yALCgoCL///rvyfd7r+rV48WL5d8rMmTOVr/Geq8/bb78t72/Fh5eXV4Pca4aaOti4cSNmz54tp6eFh4fD19cXgwcPRlpamqabphdyc3PlPRXBsSpLlizB559/jlWrVuGvv/6CpaWlvP/i/zCkmkOHDsm/ZE6cOIE9e/agqKgIgwYNkv8Mys2aNQvbt2/Hpk2b5Pli25FRo0ZptN26SqxuLn6xhoWF4dSpU3j44YcxfPhwnDt3Tr7Pe11/Tp48ia+++kqGyop4z9Wrc+fOSE5OVj6OHj3aMPdaTOmm2unRo4di6tSpyuclJSUKFxcXxaJFizTaLn0k/lXdsmWL8nlpaanC2dlZ8dFHHylfy8zMVJiZmSl++uknDbVSf6Slpcl7fujQIeW9NTExUWzatEl5zoULF+Q5ISEhGmyp/mjWrJnif//7H+91PcrJyVF4enoq9uzZo+jfv79ixowZ8nXec/VauHChwtfXt8r36vtes6emlgoLC+V/ZYkhj4r7S4nnISEhGm1bY3DlyhWkpKRUuv9ibxAxBMj7X3dZWVnyZ/PmzeVP8e+66L2peL9Fd3LLli15v+uopKQEGzZskL1iYhiK97r+iN7IYcOGVbq3Au+5+olSAFE60KZNG4wbNw7x8fENcq8bzYaW6paRkSH/MnJycqr0ungeHR2tsXY1FiLQCFXd//L3qPY72otag969e8Pb21u+Ju6pqakpbG1tK53L+117Z8+elSFGDJeKuoItW7agU6dOiIyM5L2uByI4ijIBMfz0T/z3W73Ef1yuXbsWHTp0kENP77zzDvr27YuoqKh6v9cMNUR0z3/Nir98Ko6Bk/qJv/BFgBG9Yr/88gsmTJgg6wtI/RISEjBjxgxZLyYmdVD9evTRR5XHonZJhJxWrVrh559/lpM66hOHn2rJ3t4eRkZG91Rsi+fOzs4aa1djUX6Pef/Va9q0adixYwcOHDggi1nLiXsqhlwzMzMrnc/7XXviv1bbtWsHf39/OftMFMV/9tlnvNf1QAx5iAkc3bp1g7GxsXyIACkmGohj0UvAe15/RK9M+/btERsbW+//fjPU1OEvJPGX0b59+yp124vnokuZ6lfr1q3l/wEq3v/s7Gw5C4r3X3WiFlsEGjEEsn//fnl/KxL/rpuYmFS632LKtxgn5/1WD/H3R0FBAe91PRg4cKAc7hM9Y+WPgIAAWetRfsx7Xn9u376NuLg4ufxGvf/7XedS40Zsw4YNcrbN2rVrFefPn1dMnjxZYWtrq0hJSdF00/RmpkJERIR8iH9VP/nkE3l87do1+f7ixYvl/f7tt98UZ86cUQwfPlzRunVrxZ07dzTddJ3z6quvKmxsbBQHDx5UJCcnKx95eXnKc6ZMmaJo2bKlYv/+/YpTp04pgoKC5INUN2fOHDmz7MqVK/LfXfHcwMBA8eeff8r3ea/rX8XZTwLvufq88cYb8u8S8e/3sWPHFMHBwQp7e3s5q7K+7zVDTR198cUX8h+OqampnOJ94sQJTTdJbxw4cECGmX8+JkyYoJzW/dZbbymcnJxkuBw4cKAiJiZG083WSVXdZ/H49ttvleeIsPjaa6/JqccWFhaKkSNHyuBDqnvxxRcVrVq1kn9vODg4yH93ywONwHvd8KGG91x9xowZo2jRooX899vV1VU+j42NbZB7bSD+p+79PURERESaxZoaIiIi0gsMNURERKQXGGqIiIhILzDUEBERkV5gqCEiIiK9wFBDREREeoGhhoiIiPQCQw0RERHpBYYaIiIi0gsMNURERKQXGGqIiIhILzDUEBEREfTB/wPnujOBxdrcywAAAABJRU5ErkJggg==", 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", 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" ] @@ -570,13 +570,13 @@ }, "source": [ "# Visualise some validation results\n", - "This section creates a set of previously unseen pairs of noisy vs fixed hands,\n", + "This section creates a set of previously unseen pairs of noisy vs original hands,\n", "and use the network to predict the transformation between each pair." ] }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 9, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -589,7 +589,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Loading dataset: 100%|██████████| 500/500 [00:00<00:00, 757.04it/s]\n" + "Loading dataset: 100%|██████████| 500/500 [00:00<00:00, 852.19it/s]\n" ] } ], @@ -601,20 +601,20 @@ "with torch.no_grad(): # Disable gradient calculation for inference\n", " for batch_data in val_loader:\n", " noisy = batch_data[\"noisy_hand\"].to(device)\n", - " fixed = batch_data[\"original_hand\"].to(device)\n", + " original = batch_data[\"original_hand\"].to(device)\n", " # Pass only the noisy image, consistent with training\n", " pred_image = model(noisy)\n", " pred_image = torch.sigmoid(pred_image)\n", " break # Process only the first batch for visualization\n", "\n", - "fixed_image = fixed.detach().cpu().numpy()[:, 0]\n", + "original_image = original.detach().cpu().numpy()[:, 0]\n", "noisy_image = noisy.detach().cpu().numpy()[:, 0]\n", "pred_image = pred_image.detach().cpu().numpy()[:, 0]" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -626,7 +626,7 @@ "outputs": [ { "data": { - "image/png": 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95PyAom7ROKdxfajc6v70vo844oi5+rcpqzze/e5377ZS3k6veMUruq2m3JcoTmFUHSjFXPXAlE8E7bPPPl08VGEKWY9Cstq3ESQEHL1uKrcghneSxa8yCspHgSRQ0frVcQrNaaq537O7chs1igBeeX8ve9nLJn/+53/eGRfPfvazO9CBglIJAE3/Pe2006o8JfmVJ/d///d/1/1f8tIsm7AwXcb0XVO/nRQaUWmCd77znZOf/vSna/tVaoSSCG4RSz5VTiWSciej4dNo85Jy/aLuFcV8mYyvlG+n6IZAR59MKKfO82xVnqcUSnPSNcSvHjmBnKflNIh8t6o+rkpuM1yg4wQM//mf/7nrvwMneZic5EjR8XqWsV39zkogbFOep5vd7GadJ0YvTcygRD0pYlmOSgpTtdMSKcdJoSpZhKpp8X//939dOE6Ay5NKRbJCSY7LlOCqSHUwFGJTuE5ATwBJVq1qjjg9/elP78CeQhAK9UlY3vrWt3YxZYEorAUBpze+8Y2Thz70oZNf/uVf7gZCWSDK+1A+i57NPCHKRlcuUs7AH//xH3dypVo2IvGHkicV1vqf//mfLnynQebWt751lzz92Mc+tvNGyRssflX4+xvf+MYan4qfZZAoNC4+lSzLslXdllWTwnSyOBVyVKhO8qHBJKvHJIPjPve5Tycjqj+nY/QsBKocUEknqaaTvHQyZqR35JWTVaxkcgEzT7xttHlJFe/vfe97d/wqXpaOVZ6sxqE+krEhOVGOn2RC+lu6WPlx0uH6LtJ/4iONOV/5yle6xGzJiBKy+0hyKV3+mte8puMvQlaqXeYyq8kKuqacDDIE5F1Rv1bRx2WQ5PS2t73t5K/+6q86J4DyKT/xiU907yuS6jnpP8mtdJkMG+TWnQ3SA6o5J8+6ctqEJ4QL1KbquSnXU3piEE03YGroj3/8494pjj//+c+7+gvXuc51ple72tW6GhWaguzTpLNSBZruqNozKn2gqc2q26TaSz7lGtKUbNVw0XTNn/3sZ4PuoVSqICuPoGma97jHPa6wX+c//vGPX/ut2hKPfOQju1oTqn9xl7vcpSt1oPPj1FOVKVDdC92bplRruvVrXvOark2VIoh9VVu6P9Xu0LNQvZAvf/nLg+610VWjVIFqrl3jGtfopvE6/cu//Et3nGo6QT/84Q+7mmsqDyC5VM0W1Yj64Ac/uO5c1YmSXIjvdMwLX/jC6dve9ra5ShW4zIjUjvarjlTffX/nO9+Z3ulOd+rkS3Kmch2aih7LhohUm0310yRjqu/0kY98pKsLp32RVHtGtXA07VrPUKUOVCPn1FNPrd5jo40n+Ey8oXpfen8aD57whCdcYTzI+A8644wzuv80RkkmJBsq6yHecNK0fJVF0JR68aBqFlHaoq/O02WXXdbxuXhQdcxUb0o1n77yla+sHaMxQ2OfeFFt+tix6D6OKVUwZAwsybNqG6qUkUrvaBx74AMf2MmWjotlhT75yU92JVb0fDTWvfWtb50+5SlP6XRQpA996EPTW9/61l15B330XNWf7373u9OhtM2vbTcPyb0uhK5pnG9729sm2yop0VzhFFnGV6Xy+I0arYqUrCrvbcyTarTtkrwVCt8odLVRKRuNlkvyLGm1gywHc17alDlPqyLFSCU4nkS62SkuJ6EYrVyrCqc04NSo0Xyk8ICMqrjsg0KStUVRGzVqtLnGRgEm1a5altxuypynZdMXv/jFLvdCeU43v/nN19YA2xZIpQzEDJqFqHwTecxUXLRUe6dRo0bDSTlRSj7V1G55pbXu2Zve9KYujzIW923UqNHmIeVgsg6ealYp71cTxpSDuQy6SoInPVQlBcoVr8UMtyXSjAjNhlACrhLElRAuAKXEukaNGs1HKtirxFtNxJBXWsnummyipNs4gaNRo0abh5RIr9JDp59+erf4sRwNmgBSKog5L12lc54aNWrUqFGjRo3G0lU656lRo0aNGjVq1GgsNfDUqFGjRo0aNWo0ghp4atSoUaNGjRo1WkbCuBIpRUpS1kcVh/nu+0RKoyKViu/+cSrtj+1SPdvb9W2k2Mch18z+z+6ldP3sWmPJ77vUpq6pCrO151Z7ZmP74X3wa7ZlXpZDmuWVyUn2e8w77Wtz6Hljr1s7fpaUy6H3schrDqWS/Nf0wpBz2nIvyyFV6FY1as1Y9hIVUQdHysaG2tYp06vebjyP75lO9vOzMVf/Z/tr16rJR2kszSjr59BnGhf9zXCHn8N338bz42+1pc8OO+zQJZhrQoi+f+QjH5ksZbZd1om432+Mlxe3WbvOJNm1/Lhae7WXNaYv2ZY2as+m77gxz7YkIGPbze63dv/ZtnZOo8VRpjhLv4f+Vztm1SBqCA/Nci+zgqWh9xDlMOqFUlt9cpbprzH9ajQ7CThpoOaTARV+i4YCkZoM42SI7feBAD+eNrTNwE+fk6K27RvfsnbHgKchoK8EnpC3PmdKSaZiW7QnPtBnjPNjMHjiZakQoyNA33onSw8kvsDSw/c2oxdlKJNF71ipX1D2G+bMFKArzqHWRAQv2bklpsueobfv98x7yvoQz/F9WZ/83cbBotHG0SzAZaNpM/HOGF4eYjQu4jqNVkvyOGnQvOCCCzrPUxych4CnPmAC1QBE1nbt3Np4W9oO7WefnihdM1JpHPOtyPsEaIrgKcMCfn5tG68bxzZ5m1QPStsxhaYHg6fs5ZUAShyQhwKmeL3Sw48Pdsi5Wd/8vhAa2o77hyjAiG7j+X19zUKhkcliX0r9Kgmnnz9mMC0pkUaLp+zZlhTckGOH/j/mnY5VuGPbG3PM0P0l+VlU/0QlXVHSOfHcMddqtJiK8tL5sbJ8BCdOJdDE2NEHnoa2Hc/z7bYAnrYzwJPdR3bP8VlyfASNsa9ZX4aCJ11L3y+99NIOQA2lUWG7DDQRN8wGa24AjwngxJksAzOlG4XcVTkWCGQP1Cm6QSPYKN1j7LN/93v3Prgw1cATzzADpaX30wf0hqD1eC2eTR94bbRYGgOcxrbVt//KRCXlvci2h7Q/xBBrtBrycJ3LADq75CXxT/SWZAAlGu+l918DT3yvjXcl/Z213Qeisv6X/p/2HBefYXa/2b37PWf3PSt4EgGcGNsA0kvzPI317Pg5MM0QRioBpzGUWZglpuvzSJUAVK3/Wdsla6QGGMdYpGOeV43xYp/j87kqDLabgcZYh2OBUdZmjXfGXHORNO99jTmn5DHqM6Ky8+O+TB/F/2t9aLQcygbs+P+QwT4zbPuM+2x8iv3J+KI2yNcAxlDgNFTXTyvjWjZ2+n9DwVONavdUO8edGu7UGYM1Rnue4uA8xOJyhO7bMQ+qBiBqCnFWL0m8z/hivN0S2uf86HEqXWuI16jEaOQ4lfodn3lNOKKwO5PNwuCNtg3KBvlV07KvXTPuSsfH70P7F4+b9b6al2p55DmtGfX9VwNRY72QQwb97PsYKoGaIQCv1J9p6FeN7/ucLENpKAiM/cruFeC0tITx7IFk3pnY4aHIsk9p9lmMff/X7iWjPkWZ7a+9oNjPzJNXo3kZLQLYUptDXMINPG1uGitL8fghno9FKL6MxnhZF3ndMccMGVAa4Nk2KHr6I5jJ9HhtPJuFb2vnRyC2CLkYA6DGALqMhmAE3/ZRbUwdMq5l9xrHx6UmjGc3Ez0x0eMRc51K7WdtxP9LQGAWBB/7EAeRONuOLfHS2F7sT8ki8XvimMyF6234lNosb6wPwGZTcv2+S4CwdD+NNieNHbhXPdD3DQJXBv7qA7CNNg/VjIW+gbam3/38ofu9nZKRM0Y+asZ/7EPfWFLqZ43cmIhjXAZAa8+wZsTNAsIyTDHm2c48267U+dgRZ7I+VBdfXvwv+11jtLH35r/j/ca+6V48U7/0YvteavYss/vIQp21Z5AJuwMofgMOfRZDyVqIbTZaHo1RAmPOHXv8os4d0mbJpT+rEh+7f8gxfQZanzzX2mpga/WUOQVqY03UpfH4jJ9rICVep6bTZwFOWX/6jh8SfSj97gt/Dh2zYptDdNosYC6evxTPExeMnch+l9B5fJGZIirl2vi1S/WihvY9Uolhohcqu0btPoZ4wvw51bw/EfjEqZzxfAd92XuI180Aa59l1Gjbo0W5/hdFmZFU4sPN0O+sf/PSkEGt0WqpNLjHTzwGKhn/0QiPx9TaHHKd0vGr4qFpwVs2C1jM2uxzqsTrln5nx4/VL3N5nko33gecsjb70OOsTBzbj/tK1kGNSuf5dYa85ChItReY3W/Wts8YKL2XrB1+Z8+gz2JotFgqGRPZ79p/fe9o7PG14xbJD7X7r11rUftrx9SMqCFt1kLjJU9Uk7XlURZJKY0r2f6SwV2SrSEpFnwf4uUcA5DGjE2lc8ees2VAqkf2nEtG1VBZ7guVlvo2RtZGgafoBRrCZIAo73CfRyMO5Nk5Y24yMk3mqu07p/SQMwbOftdCe0Onntaukx3vv72/nq81xuqtAbhGy6d5gNTY/+e9/qzXGNvWkD7M28/aQFYb4IYMZmOs40aLpziuZSHjTP/OqgNrAGGWtpbBL4vQ79M57nOWe5olpDnvtWcCT04l8FRKpsuATFRO2bER8GQM3UezvMialQFl9zIE6Azdl/1XA6CZAoh9iSHJMdSA01ULOI3l01musRHAaYzF3We191m6tfYbgNpYysa2zFBctN6rtTdLFGSz0PQqwtNzg6faQM3vTInV3GXZ8fHaQ2O9ffdUOj+G4EogMOvnkIEu3m8fco737ufUPHRZG6oJFZ9x6d3W7qvRcqjGPzVZ62tnnv+2ZQA1z/9+TC1kN6SdWvoA37lek7fVUBZRGTPQl4zkCB7isVk/hsjkEMN8SMiq1LeawyO7h+k2zqPzgLodFnWxIQi9DyCxL06l92vXQm9jQntDgBPH9NVG8jZLzNU3+JTCdlGhZl6uIUKfHVPr25Dn22j5NCtomKXNMcdvy8BpTN9KA8dQyzoOepmOmtVr1Wi5YbtZ5KQ0BtWM7b5r1cbNeM0hPFMDRX39HUrTEedtq3w+Cjzx4mCwDACNpczKctBSOj5SBBM1662mVEvnjmGmiOKzc4cIjf/fd09OtbaHPB/O7QtHNloOzQJWxtAQuYg86zzlcsnals7nUW6ZxEAF/SgXGRCJMu5tZDLVpzOirqIvzGD1vsWK+vHZRfnytjILvzQ4DAnpNVo+OX+UdHaf4e//9UVj4vFj+hm/lwz2MRGiPsDU93uRxlwt+lHal+mobP+iwdtg8BQBQWlf1rHSw46MVrLA/PuQhxn3ZW3UmDu6cbNj+igTxHnIB6axLzsL62WDYa2fsY2m2LdtqvF2DfB7gVbacEDj/7OfZQ9YQijqjQiqMuXoAMfPdQATgZ23E73ZESyJ1D9fpsGv532hJppfO+vT0OffaOMo8m2J9/34IW0ONY5n7XPpezSORX1GcrYdcu0xNPS8ktE+C405LzPYFgaeGLRjUchsRWqnIcAkdhpFyPmZUnUQ5A/b14frAzB91sGYF+7PIltdO3sGQ6mG/KNXqM/KHQIIS2CzZiE0WiyV3uWirNjSuZlF60rZgULkcz83A+y++nzkpZIXqHRffbzoRV91LHl+cX3NbJUCrp95ubJ+AbYcTHE/Y9/BPAZbo/EUQVMNQM3yPiJw6TM8S3xdihgMGbdq40J2f3HfIo3/PsrGs2zLsb4t3fdQADb2PkeBJ6gPmMzqmchc4tGadIoPRUpLSpJQAv2OQhGFowQMMubN+hAFrzQ41NrJruugse8Z9AGnCFqHvB8HzLG9ptiXSxsBTjOeFTBwAhhov47/+c9/vnYM3qUdd9xxrT3nz8suu2ydfFztale7wmLYURbj95oclPqp7Q477NBtL7300q4f9N/Pp686NradXTsbbABdswCoZpCsnnxRWH2GroYxhkpG/1DKPKAlQyT7PgRA1MDYomk6wns3jycqG8ez68wKEGcO281SnyjeROnm4n5H3aXjAE5SfHz3/qIs2WZeIu93RLjxHiK4K7UV+5uBp3ifmeesD/SUAN+iaJXC1Wg+93lmgc1KzodugGj/1a9+9TVZYwASZcVxowKs9S0aINn91O4xeo9EbNEPfk/6YHTF9jOjyq+ZyV2fN75ETbZWT6WVF2rvo+//0riWAYK+d458uVPA+TYaJCV5GgLYsvsaysdbBuQVDdFL8dmUgOeY+6mB12i0jZHB0eAJSy4DCrGTQzqTMRpKLD6oyNicA4PJkpVC13dtvS9iMvVZlrJvM4AU28+eg4PHzLtFm/6JVna8XxeQOGhFgBYLj/r1sufbdx8liu9wVpTeaD5a5jMvKTEIDw4ASdtdd911co1rXKPb7rHHHp08XXjhhZOLLrpoctZZZ60dp3Mll3il4NFaaFvnSl4d/Hi/ooxlvMyAw7UxmqJekCdKfReo0ke/9Yn98r5EYMd9sZ8BzT3gJV0y1pputFhyr5N7nmrjmm/HeDvGDPwi+Ec8vNNOO3VbeXV1LjLys5/9rPsuns3ytmK/S32L9zWrsbwlMd5LuGAMUKWdMTLTN/bRTt9KKAsrVeAXr91w9oDocOmczDrNAEEGGGA0vE+46WlL+x34+UMrlUYo3Xd8BjVgV6Ks/9HC8Pajx8yt/Ky9oX33550956ydBp6WS7XnO8R6y/4baqVl7fsHXpUi33nnnTvwdM1rXrNT5Bgv+i5AcvHFF19BLiLP0aYbQu7NrvUnG9SgCNLYl82Mw5oH9Pix3pa3Iyr1s89aLm0brZ6G6LOSzA0Z10pU8kBFPhMPaiwDOEneOF78qv+0ldGSgaisn31AZYz+2VKZrOXe30z26KdPMsmu7fJXA6djZSg+/5WAp1pnoIjmSoM652UDeNwXPVC8DECHGEnKG6TOPl4UzOVMh1XqLzXeTw1EjEHS0RPFh1ACXjP138GfAyY+eNK0za5R6mNfPanSPZbec6PNT0Osuvid39HAEF+KRwWY9tlnn8mee+45OfDAA9d4UYDp3HPP7ZT56aefPrnkkku63/CtCFDiBgFyEL04cVApyZgbEQ58ZJnrOA08tK//1C9kR/vwOPmAJXl0cBWfkctgBF3aklvl4ZYagGq0+WkIwBhKJSDj4IMcwt12263z9O61115rkRUZKD/96U87Xpa3V/x7/vnnd3wHiKrp7uz689zXlsK4pv5jWGkLWFL/GY/pLzqiBNIWAZr8HHCEOySWCp4y1FxSbtng22eZDbkm+0puQj6e+8R3PSwAEwo0mznk/alZwLXn1PccUazuNQM8xRo6KGq3MHxmol+TfT5A+XPM7qlkyTfwtLmBz5B9YwFU/J15JQlzeHhOJCUv/hVw4ePhMJdPby+TKT++dg8OXrxdt2o51nOcCD0K7Kmf2fElGQLo9T0rv4/attHmpjHvqKaT5yGAPcYAciejRSCKMHSMTES5qo0D2b4xfd8SoikCTeqvPNVyakDqp/qsrWQPEOXGWkYRX/Tphr7nX9I9S6swHnMRvBOxQ7UO8712veh5yjxS2TVhNLZYi2Is9zxhMePR4eWVZuh5nzMAEvuWgTwHTljEYjJ9xGSgdfdA0T9CIoCo2A8f2ABZ5HjF/g+l2iDbaHNSDfiXjnVy3nUZEA8qvwmZ0lZKUd4obXfffffuGHmlZBnrGB3/4x//eM0T44YNMoc8ulLMQFv8jbxGr6sIa5brIQ977713B5xufetbT25+85tPfvKTn0zOOeeczkt29tlnT84777zOcyalrn3RsyViVp7LJ/fh+WFDgFPzPG0cRY8J+4aMT1DtXc6ia2kLg1kgQ7IlntLYsMsuu3RyJD6WbpfsiVc1fmgrEq/rvD4P1KKf33ZbxzU8TdIH8pzJU638SN2H7gHPk3SDZE/9ltyRy8U4Rn/10TnImBs2tb7599qxSwdPsUN+4SGeFj+2r6PZjWfgxJncY6hujTrYA63jWhShyN3yLIEyv+fac8mU/xCm8/wnpnOTCyKmoa8MRBloBSz5NPJ4LyVruQaAG3BaDUV56rPCau1kxw21NksJ2+IrKWZ9BOR1nHgTY0B9l4IXD0pxihRSyORhqOU4tN+xr9lxMTwnIIVe4LeMGCl1QnySKY6RDOr+uC882K7wS/0f6nlqgGr5lOnsse8JGjqu+XVKbbvu9VQNgQ3xH7qf8Uu8iMyJmBjhIWXaHUpjxueMMicBuVvqJ/fEbF31GUOffZ6ygoEUPd6zAB/HBrPS3J6nbFB2K7DPS5S1XWLobCoxv/VA9dD5LSKspRcGCMFa1svB0tV5+o9tRLXc0xCwFLcwT2lbmoEnAjz5LAuR+qUBC8+SD5BYvULzfC+9p4yBasCp0epokQPnEAs6/pfN5mQ/liEyIR5W6EtbXPPsk0I8/PDDu7CY+Fh8Kc+O52Q44NInS3gt8WLc74aGyNuU3BAal6xfcMEFk+9973vdvey3337dR94yASdZyMrl+sY3vjF55zvf2R0rkKRzZe3ruKOPPrpr5wMf+MDkjDPOWBvIBLZQ8KVnXRo0G2BaPWXRgTEGzCKun/ECMoD3CAAvY0T8JQAib474Xd4dyZv4W7KmtrTlfMmbe2nmvZctSWQlTrBg3CQ8Jzlj1qAID5T6LpnSmCZjhUiQ51vqXtSOPMRqSx5tvFBjc5WcMmyyEs9Thp7jJ+7346PSyDxL2TUjo0Xg5kgdhcn/eGrw3vAiUXwADhRwSXiGKL0SKKp5pLJpkw64+M69es4TuRwkxPuzd+qz3uP1G4Datqj2fscAKPZlRgPKXEpZSlF8iNJm6j9hZ3KgFFrQcYTyYii51CfXF30Dmusd3xf/x9hSSI6JGhgohM8POuigySmnnLKWs6HBSVsS5QW2pMi9qGbNC+Z9KAEnv78md8unyBvZGLRMb03Nu+V6HVkTqBCvInN4opA1cooErOBlzmc8m0evx+cVKcom4Mb7LxnSd3IGSa3Rd0Ce7ieOa4Amxr1ZDY143yVHwkLBUwRAcRsVQRy4M0b1G+jzPJWuBZDwXANemMjd7Tx0zyfCBcpxXuclJpBm/S09q+hpglkcCEWEzrW8CrL2UX6BODKK3p+DjpdQqR28cIAp+tznUXIvW1Pe2zZlSmLosZArXQ8poxSlzORNEj/KahRQkoKU8t5///3XQAiWMsfKk6MZQjqWGTcuD9ECjwNZyQDz9fMwlkSEwT0vSfSDH/xg8qMf/WidfKl/d7jDHTqQpDwt3Zf+O+KIIzqP1A1veMNukNJ1qLOD7NEfyajLcBxUSkai/99oNVQy+EvgPAO+Y6+XbbPrwat4MkmuFpAQmJfsyNu77777dvytfeJNnSfZUtuSOZe1GFbu62ff/9sltcwwjuB/rwEnTxMfyZgbJpIv2mScVhuSQZ1PioDaY7weQ6X7nUXeBoOnDAT1Ic8SCJoFofeRgx0AkZiOPAyUM6iVAcDLBICCQboe2sss2qGUeeQisKTvIqxiMQ5bPGicg+fMyadNe8XkMcAp8zg1ZX7lo6FAKno4nW/dUOEYkYCRSIoaD5TkS54n/ZbSRKn7DNKMN0u/ax5d5Dw71vWEiIkXfPA6nXnmmWszmJBB9VseJ30kXwrjAZ7c0HI5rT3j0kBdA1aNFkvZWNbnccreT583Z+i7zMYYeBbdDmhHhrRPfArwlxzKUAFM4YHyEjd9HtKa9za7ry2FtBzGMp/dDjCSLlAI0lcBwMHBln7r/hivvdhuH2VAt+aVHkMzeZ7i4F/qWDy3tC8qZd/HSxiiUEoJZMRGSaLTCxBa5yVBMCf1XvTC8EgBxLKCXpkFHO+rBp44HyTtocaYKEfOBuDIQwYwGYwan9WQAdPvL87Oa8r8ykNDDQGMCMgnIfgxakuWIUBISlH7XHnLItbnyCOP7ICJrEwBkJNOOqmbZZN5oIbybfTyevjdvbvx/qUHCAnoIwtenrIDDjhgXWKqBqVDDjmk67/yLjR4/d///V/3XaE/yS5r+mEVxxmAtXtosrUxlOnkeT3uY7xVpXExG1M9IuAzqcXDOoetxgTJnX6LCPFJ1uBd90Bl99vnLZ1WQl0cg7wxnhLhYZwioiJZJV+LEgwCf5Rk8Nnlfu0aCCw939jv7H6W5nnKvCbesazDfW2W9kWrrITK/Tx/sDF051sPRWgL0tXL0m8YE0DlIM6vG7cZ4/t5NVATz2PWAWE4MRMMxGzBODiU2q8NRKV7iYBwXqXSaDFUe4el/X1ApNRm9F6KYjI2vEHpDHmedIyUNZMXtJWCBPiTsK3vSiCnzsuQex8LNDLPTpyUga4QOGI6NUYT8ibPmbaETdRvDUZec81nxWaeiczTUbqvBqqWT0M9GPPowAx4zNJeNsCTFE4eIUAFECIjRjyrrU8k8rVea9eL915yYkx78rb4ToFabakBJ1lzo8kLRePc8FU3vN0MDJXuwc8p9XXM+xjteYrfM/BQ6jz/9x0TbzjOGCudk3mdRIAKz30CoceXJcLDQw0KEt0oQIYb0uu4xOvSF5B2Jjgxl8oHJx+UAEkwOmgdZM61mKVAQUL6OQShRzRfQuiNNg/VADz8UgqHOX/6uaXZdg7O8TT5sVxT31mW5bTTTltLXKUYJdax2hBIYTkXVU4++eST12bbOJCKHoGMn93K9TB8PIa2vMo5MoL8qw3NnvvKV77S3YP6ruRw5Twxg1DAUHTqqadOTjzxxLVE1miouFXrSa5Rf2bvtcnbaqgUDVgUcGIb9T+G8CxtulwzS1zGCB4o8Su5RHh/BVQkj3igNLZJVvGS1iZvlJwEWwrFq+N5fMdjJlJ/SWhXXwWiJGuMaXiEdbz6q36rzxhasb81p0SUy9jnWPpgJXWehgyyJasrA2AlZVJyZdYsOX+4hO5IBucFusVIGyhUak3EKt4R5MT9sQ8MKnEWXy0nyePDzKgA8DE7KM46YCprDdw1hXzlBk6RasC5Zj3GNp0vHcyUeF5KT8oRl7xIfAnvUtZAW+UQab+AEyCk1Md4/3EfBgbXyOSKdpExBjHkUfvUd4E5KWzW8ZNil/dJWxLidZ+ASc/7qvWzz+Pu5zV53XjKvBR9x5fkqQaa+ygbgxjXJDfwLYnlhL8wVMTDPkuP8aGv0OTQvkx7ohrIHHlQ6oM8Z5J99d9n2QlAkXMsGSPhnBzEaKjU3lGpf5l+65v9OxN4qgEX73wEGk4oKBSb51K418NRdUSNQ4m++eCBYiVEh4tTv4m5Mu2TmTl6sXighNL1IWYMI3Cd0nPyysk8gwieOD5aqM4knryqPhAj9mOph6Et3idH6X3KPA6Obo01Rb5tkIerkTXc3/CTV9Jnvwi+zCzGDECVjBZt8drqGClHgQ59lFfEzBqWSBFvi/RdydqyNN0D5bITr0e/RR6SiIVx/Xnw8QFN/VbulfqiPsijxCw67VduE5XUdazAnsCVdALXhjBuuLYPmhEcZnp0Vr3XaDzVnnHNw+K8Fz/+7rxe0dhr1/rr4yR6X3wnWdO4RZicBbzxmopf5ekV74rPxceSVX18Dcohz21qOiGLEJXuR8cCmBhXWcOPviOjui/NekUO3Vvm76jUt9pz9nc7Vt5Gg6caevZBFu+KM4xPdY6F8Rw0cR6fPtRfUuL+HS8Onh/yh5jyT2E/B3b0HTSMMvZZcb4tIe8ofL74ae34KLA8H/pO7og/czEWaN2nuEaUnr03vsdBxWdDNFo+1QS4z7pj69W+Ce+KPAm6FKKNA0AETkPd5J4ALj5l8VJyh2QV467X/1LmOk9KkhwOHyAy8BQVtsui30s0SPAW8T/PQ9fWIKLjtTwLyyZpgDnhhBO6fgvg0X+vPO6DTmaAxOcjioUF4/Ns4Gm5NOb51kBBNIqzwXuIB6QWycj2uX7Xd3mekCXtV/FJ8a8nYMP/AiheD5Fw+5A0D6dsbOnzrrrRhpGkfkr28PS6d1iGC56qOHFrXuoDWAsFTyXQ5ORKwUNjHnbCa+L5B2obVMnWp1eORYiO0mmD6wHe6A95EnieYh0o1ptzz48ncnvF09hXD/F57kU2GDnYot/kOFFcjHoXEYDijvW175zRInN7wnlGmaesKfXNTfAb1XuliGRpIoviJZQQYFu/fSqz86rI33+0rKPyx8sFH8OPAiNS7uqP+oXBgmV82GGHdSE8/ZZXivXmIpiK94pBEg0mV+jcE+eXZC87HgCIFUxelT8H6Q6ee1zRPgLTzAjJdBv31Wh5FA2EjDJQ6/oTY5vxgaVS4CNmQKOTfems0nhW85T4Nho5GCrK2ZOsqU8sPaR+iU/VX4Eqoi0yZuSBog6bgJePZ2OBlCgaWtl/sYAmXjMiQD4e8uy82nqmg2p9zZwGyCOAbYy8jcp5yoQ761y0suggg71XQ/XwHYM8OTuEzkh+LVnLJcbLAB/t4cEhrgoip04GAMpzlHihrgDJnSJvwj1uHtKLTBjBk29d8HzAA6yRzM6zcyaDqUrA09uP91ICVh7m4F4bbQ4vVCYD7BdvyA0u5an8HORSPCEFKR6RsgJwM9HAE1lpl3poTtmA4/JMPxgkBIYE0gTkdK7Cd+QSoQsEmvQfOsJDgDVFHnVPfB7xfrLzndczWXDjAT1F2JEZe/5svD9+DZf7aGBxHtcaUjOq0XwUx4nS+JZ5V+ALFnRnYWzGDvEEITX9Boj72JClVMQxNP7v/YWQFa4lo0O8qd/qk3hU/QNA+Xp4XI8kbS9wOdYTNRQAMkYSKVGf9KyiDHKO92XI+N8nNz6+4Tzx0j9LSRjPKAMC/p+HEHy9NjoN+cAPYo8J0DHRLYYhaIctx4gAJCh1wJP6A/olxIFHij56/oiO0T71Ud99PR4sT18BOhOSCJiyZ0efnWF4Fm6Z+j351q8VQwQxTJmFVX0LkOS+Gq2WhlhXIt6flCJ5RvpgNBCu1laeHvGnlKv4VqCK2aV4WVzO4vXd6+nH8J8rPGbJyAMlMCT5EaBSTSVyHcRr6hOeXvVb3idZxySOomxdB3huVG0WoVP0PoniQMExDig9LOMGCs+KgdG9U/7s4jWRMXQPHkM9DwbiRsuhIXrMdXMMFblDQPImb46MAoCKp1JgsBBaQx7gGx8nImgZ4mHx/2hbHiUZSOIpZAePk0/a0LXUX8meeE4ghtpreKWZbLWocJnIPWY+XkWDHqqBJo6P46mDXK+TCIgknKkZikvzPJWoFoLK3JtUHNbL0m+WOuBYwBMK3pkr27prHeaLyN2Bh4hQIm5OHiYWpJcxwLLoHtjWB+3gSVsSuQmvRRDlrsYsYbTm4nTgh+fMUbOfW/JycVz0JMFIWPr+YR/hTISMRWEbrY5qyjMqEQC/J4p6JV8dz/Rlkd4lSdsCKlL2FNNzJR7fufOSGwc+443rIQeSCSl0DSA6j+RreZw06AAY6Lf2K1dK96LBh2UmkPuYdwh5fmL2zKLsRA9QqS0dj3VKe+Q80a94Ddc5rpc4Bj1DjSm9KxXk1P0LWI6xhhsthkpeC95fHNcAT5IjhcQA/iJy/wAjLG4LiMIzxXGMa6LM61P77ekpak+J1uoLM+0Iqes34xhjmeROMqat+qr96hv3kOXPzkOZDnMjpbQtUR9gYizTvXuYjsrsSwVPtc7XXGWZF4gPVpy7+9lHHgMhNZA5zMVMMp+eH4EKLyNjOAc2KD7qzhAyFFFwzF17AA4xFVVQpfyyfCMvuOnWcum5+nOKCbMcXwu1edsMEIBBvEjuUQPMErPnfn3LNXw6bKPl0Txucudt8aLeqZQgCkTvEauLyRCEhFm0U6BGWylR1pTyOmd9FrIoAxIOMgSE6BeFNDFG8E4LQOgcKTpZ0LKMmXWjfmBNA+h9xpt7YDOvmeusGApgv3vWIiFz0evl5wCY0BeurBnUmGUEeNIgLEVOrloDT5uP3PBAT1OlnjXlmLTB7G69Y4C2/hO48rxDZnGzLBA1jmqrW5T6hkwSvRGIIiQmORJfqT/ofGblqW8U1ZTsqU+SOfWDEL/0/+WWf5SVxOl7bkOfsYPVDGPEFBMfp/H+EU5l/Ty2ukePKnH/Q2m0VPY1Ht3SUaFnHwgvD+f74rd+PkCJ2KxeKN9jnhQu9+iR8utyvOcTEc7zmWYMPszE82Q3BiqEwZkL1F7KQ4rPzwXSQWB8vhkij14mDzW6AmdLDFyMA5Npyz4HTzx7eSda3tPGU0kRee4DCtNnsQCQHZxoS/gOg0RbARwpS71zbdUelnKWf+B9Q8YY/JE9KWQ3VrTFA6X/ZLlTQNPXwiOUoK1m36gNpi6rn8igy5iHWmpWfMlbm1HUb+Q9Qsgfege9AVDSvfIhcVdbEuU9bOcew0YbS1nICD0t3gM4se4cpQIcoOh47c/CvQInOp9ikPoNYIGf+srOQBxDXSclkOMYALQh70QZpPsF3MWDuh/lSSJjujdkT2H3Sy65pOunp6u4U2AIkBr6zKO3Lxo2Ps550j4TU3Q/kjUBRu3Td2SNsRCgOaa/o8FTKdZass74nw+KWQQq9vWzPAna3W/+4KhKSrhMzMV3pui7J8qTzz03iJcg4uUT16V2i4esIrr1EJcPBHoxmecpeqCiELglz3HRW1V6xiUA5Qss+tpBIHMUurZiOASIsCrH8sx4Zw08bQ4qySNeHKxEvIvkFol86QN4ERc+MojrXoqGWjBSyIAoDBc3DpBvCBDj4Wl0gYiZq1LO7h3FOwMPYhDpt86HT9UHlnjIZC0aJG64+WxWz63MZC1OmOAYZI0czihzGCjIl5S3lLoGMSl0Daay7kk2BmABbht4Wj0oKg3+2bEicpjEB8wQ1f8M5G7QiuAXbfW/SO9a7UhGmfUm+dVY5LIGr2ae1ezekEl9p3AtYxRjDoYzhraDEhFjrK6v4y7dWvvQZ+rGWYQx4dzHMpfBKGtZVCZiAXcKaKs+IS9UKtdzBDwha/xHLSnaVZ/GpqPMNNuu9F9tv4foRAAZrFLATXRvAwAAK94G1jHuTVyeXucItye/Y9Kz94fwnc9scw+Wz7gBrUfwFcOLHhrEE8W1Y9jDmQ4rw/O6hoCoyFwRNHm8V/tA6CQ7RvDEc2dAohaIh0cabS6KYWuKVVKYklxCDA6sY2q/iD/wfBCui6BJQEe5G1LG5HB4YVbnT/dAOXgCrFAsT9fXNThH3hgpQPEjIQbxNPfixhGKDxnR75ijgZcII4DBCL5mzTpPkIXQVRnvY0ABfLB+BYjIgyH/TL8FjMhtIkxH6QYUu7ZUiB4TSmg0G7keLg3komjwOhCAr5i9zaQIvW90r3icmkvIGkYq7UimdK68qwAobcWfTOhwHq3lIbEPudR6jLqmziGBnYkjjBWe60okIvOUXbL1XgFkeJO9JIPnJvs4zbjsgCs+3wicfFxjbNKzZN1JEt4lV9Idkik+kif9R7guToBi5vFSwJOHvEqMlVF2vFc/BlSR3+T7sOr8+iL3APl3PhTcctBEMjcgDaZzV2PMVYAB1CYeLhLKPeeoVCndw4xxm4GnzBqOQMzBU/b8S+AJZE5IjgKF7m3yfZSS4NkiFDBu9C402jzE+ye3QlspBsA7skFuAxYbRgogA3kDfMNPgGyvCAzowM3vYetSvZjojWapEyokw5fcD5MxHMiI4E0P6VMt2evBcC3Pl3TFTtiFsKSHIzyMh2L3aerqH4CTwZAaW1LaemYs64LniX08RwZYB7PR695osRSBR8mz5L+dn3xMRNYA7nhG8JaKn6jV58uQiHw2N/v0P3pYfKHzxSe+5qrn/EV+L90vQEfXE/DBe8O1RHFCUfQgTc0QYbY5HmifderjGTLnK1/EXGV3IDjF/iAnVE1H1mSMaJ+8TCylpC1yh3y604NnASZYSpFMmKUvkTI7LyZm8pA81wjlCSORe0TeAOf7FENvM76MLB8puhojiIpJoCwb4bPvGJhA6O6uj7kS3GsGgDLw5MfDgBkj+jk8W7YOLMkbcWYjaY7BCeHEKwWqJ6zDIKxnhkXUwNPmJd4dcoCSdSMDsISng5wbz9XACPFEc75TiVvWq6xZwJP2aTad/lceEgo1C1PDv4TK8Sqx5V4omxCnhKPsda4X+9SWtb4AcO4B98EPpQyIoiCn2vM2XP+hwJET5B8AxH5kTbkjAlBS3tTd0ncMFU9VEHl4p9FyKTNe2R+Pi1sf29DNjEEkZjPQ+4CPwSEeY5IRnkkMWzyWAHvxJeOYfqtt8bpkDFljAoV7nkXOS4xB5FKJdA5OBvVN1yTB2qf0R768fKtcI+Mx0lIzlvjg9fF8YW8Dp4kDS3+G6C88uAAlgSm+81yRU8AgfWbNPJ/luLQK40OP9QcWZ5+I8AR5Ehw35jPuPLwHYkeJ+0tFwQO2QPxYrD7TgXCcvyzvNwrSQaJ7pJw5AExeF4n9IkfTMc4bBTDzQEXXsINP73OWJwYQdVexe5yIdbNMBu5aB4m0zTPxmYiNNpZKBgz7kCNk0C1PDARAMjkP4g0pZBS6V9YHwHjOAoaKFJrO0zEkqmNt+xqLnofkMuUfDB+K53niLQOR19JxL5uXC8k8Ty4/boHqQ1mHaEm77or1zzyUQKgNYKp9KsEgZU4IkjC5g9LMw+Q6t9V6Wg5lXvyhnqfsGNfRGPIM/rxHbfH2MClKPMGMbeTMxz3GK/KNtCVXkBm1JHWTfxVBlCh6UDGwAGjMIPfrejjPz//FVpmJubylpHb30Lmsc333WkVvtTss0FFu/BEiBzAxW1DPiWfKuYTr3HiaJa9wIeBpiJUUz6fzrvTidHpPHHWlROiJREySn1Fifk2YmRgrxcPcA+UWqnvEvE/02VGzv4A4td8Z3+/Zf0dLswSiolfKPU6Z58nfC88wgiev8+FTw2PCPtdgAMQTMca92Wj1wIn9caYbikv8L5Ky5Ti9dzwirMKuOkOedOkLZ8NHHmpiSrPaP/nkk7vv2krulEjLDMAITvByqW1X5gorEE4jT4j+oQPEizFPyXUICaFuJXNN9kOxNgzPjkHCQ4axLAoDi/qmfpEMTiiBQZE2eVeZ/nR5FzXwtByqAaHS8aV9rr/1Tr3+l+tV5EfeIvGD8wtJzgz+AADXyfAcsiSepi6bZsLhkfKiss6jIsY35BAvmTsspAswvH1qPyDqF0mkxI0qf76Zly6Oq+gnfkPRgSFirEcf7LPPPmthcMY2xwQxIuTGCsdEEN1HcxcQiYKf3SjkHihnMn+QnutE7pMIgEW4yGe8eD/c8+LI0oEQLyZaqh4zph0vHunemAhS4sev6y/c2/aX6u05s7mXKgvXZa5ZJwYRt4opQ+DAs88Krl2j0fKBkf+O++O+jDI3up8HkPClJKi55N4awBPn6gOg9ll6WLBSbjpGil0KTW0S9vXJGToHJQ1POuhxK9knLgBk0BNMMslC+yLCJHgFokxF8OT6DL2BbvEEWg8xACh179RvQpE7CMrCmGybcbJaymQtk8F4bK0tByvu/XV+hSc8XO0eUjw/5OlE/uR/vFd4lUVewNnD18iNJ4e7NwpeduPC+TGOsSL65BSfl4/73p47BXwbx1l/LvwXQ51EUbg/j0xFL1gJoywdPPkD9AcVmcWVEw8utgGIyUoUiNiPksbjBCrXFrRZCj2BlN0C9US7WNgyIlzPb/JCmd6+uwD9P39GDuK8UGGWHBpRewRVETDG585/MXHcvWQennRhgKIFwfdGyyOUEIN19m7dO+rkisXlL8odHhDaQikph0n/a6t+yKKVbBF60m99h7+1T7/d+ypLWm0deuihXbvUYjr11FM7cHbiiSd2FjHgyRUcCpGwHJX70RPkIanfOka5Wj6L1ENobsCQ8F4y8si9iMDFPVDO//5sXYfoNzPn9FxkCUd59XcVQ/j+W+Se70bLJwdO/C6BogxgQc5DEQjTpmTBZY1aTPJAsR6liqUyO9PHNPhC/+n6Ok5ycdBBB3VjmPIQxY8qjkntqLh2JWMQ4W83WJjRJ/LZuW5QbGc1ENEpPrPb5dE9Oxl4iuOatyli3MZrjRMlzrajj1E3uofZsUgMIY4xWuYGT9n30nHZ4OvKPn4yBM+L100yyPiD4iVFMOaz0LCMOdanSRKSckTtWf4e4nLGiJ6o2jOLAMutUgdaNfDkHqc+8MT9uqXhwMn779f1d+Rtx3fYaLGUPfuafGXnlY7pk1vaQJGQO0FtNeTGK9EzFRv+8GM855CpwlKAUnrR8wTPcl5mORKCIBfKl5xgUEGW/ONeqEzHYHDFPCxkPjNqOEbkeVze9+hBj+cDkKPc+vtp4Gn55PyQPe8MMGUAKpPdrC1vU+R85J4kXxaMmXDImuekwtukZ7BagM+s89wiyMc1xjbPaSL30PMX3XDbkkQq2BfluOZ58o+P04zxfg7gScd6AdI4lkVQVrtmyRO1EPAUPULZ92wQ57ejvizkhPJ0RFvqA4lyhALcZRcLPPrMsZhHpevDqHKvR6vPr+ngC1RN4UH3RDnCdmZxQYvM5Qlt0VvlbcSt98uPj8/YmdEHl8ylmcWr3XuRPaNGiyUG1JKHKXoyRS5rbsE5v0Xw6+8QJRXBmjxEyjuS90i8I+uY3COBJuUa6FrIoa/zSBE6LEIsWFnUnvMEL+JRUlhPHiYHNiJP3hZRg8qTtpEpcoyYlRPz+uBl9AHn8ezIF2F2n1v7PCf6q+OY6URok0kVasdznRwAEoKEomHl+qrRciiOYTWqeZqyY9nG4+NvIi/k1JEALplTDpM8UfJiiqepJUaJEfINCev5KhHiP50LgIIf4wQkBxVuWCOj8lpR3815cjsbE/Wh7AZjTJzkUXKi1MarOK55zSnXjXjNYlvcIzLngEzfY57WUmbbRQu15C2qnZM9NKe+/d4WCk7Ei+Q7cVO3SHnQtOGgIw48mXXOx5W0z0CKYKT2XPxeXGG60syAaIbQI7iLYMs9aICnUt9qVlP8r4Gn1VKUgT4LN4KgeF48p8QHrlBINEfG8P4yCYHilXioRD7ww9sCI4AMwgH6L4J0wGP0mLoi9pmz7knGg+xLL3D/ABn656EQNxg8TOKeKye/V1YYcCMqJsf6M+VTk0N+N+/Tcijq+YxqHqRokNS2tTZdpzMRgbAe/I/h4GE0eJ3xzYEBaRrwaJbH5L9pg3Yi6GFc9ee1xcAThoCvNevPJ45pUPQIxXHR/+M+MIBqjhvajjmNJXkaO6YNBk8x7BVznYZSdKXRRgbOoOjtcIVJcTt5ofA44RHy0AK1Nqj1EJdS8LAWvx1dxxeKsuXjiLyUeF0DUxlAy3Kg4rPwc7L3kTFu7b3VGGhW92ajcQTYhyIQjvs9zMzv6O2MHtEoe5ni4X9XoMykQwYEhL73ve+trYmlrfKQyEmkBotXzfYBQb8pcIeVKqtas4XopyfHumxB7h1FYfu6lzpf/cYbputQuBLrWORWJzNR3cqNxHNDV+h7zJlgIOF43k8ciGKYgvviXEI2jRZLPpiWdGe2LzNms2NK7ZTaZOs5fvJAKXeJ/F6vRI9nleV8qDWGtxSvLzPnkCOu5bNO4f84pkAR+Fxus+zYz3jIDEPKK3h0pjQGetTDdaCPpRhDrvMiWPLn6r993B46Li/c85QBHDo7Cw1F6P4dS1MUvS5eRRjXPBYsv0VRkdOW505EABUtVX8ZHB8Bpj/D+KJKz9Ovlz2nzALIrpl5IErPl+P6LN0GnpZPvM8hYLZ0fjw2+50dlwFuvrubHwXvEy9kLet8igACTDx87jlE7sVlMga1WVyJu6x5X30moMjzBkUoWXSBJ8W6VzbmGiH37h0qPWeuh7fLwW5mrcfwd3wX/t7HJLA2Gk8lz8UYGuNxiudk/YEnvByOtgAdcgVZ1xEPlOclAjTc2PCJQhArbzgIcv7PPGv06fIAnjjGw2QOzIaMU270ea5gBLiel4VMZVghGpDx2rMCp9Gep9rFSgNu9sD6FEJU2Dwgv5bI3Y0knpIPFadixtlmJNYRO2YL0wGmXGnDgJ7zhPLPXk7MW4JiPkOf0PpA6sLlz8qT5+MzjM/Nv2eWlJ/jXox4XKPlkr93fSI/+SDr78en59c8Js6rUXZLAD8qNYESWcZYyLr2KaecslZ7BW+PttSzUf4Gy5a4R8Vd/TqeKsHkMnpRTBQ0uRwMAK4PRAwCgDdyRABQJMRm4XJPYM90nj87jDOvIcX08Oi9zrx7PNcIoBp4Wj5l49Y8XqMh5w1p08NrrMJBPaa4ZikyRp02yZ54Xl5g/dYWWUO+cAI4WGKsZFwrOS9+YVXAvVSHCBnzGaiSBc9/imVAHCTSvo95MZoTx7eSvkNv8l8Mz3sbY8e1UbPtxoCmeI7fAJaeuw9LXhkRx/nxfqPuNvQkOCxHlBquQF4EAIiEV9rCQ+X34B4pr7TsjJDlPNEvJ89x6kO8GQjKfsdj43N04NV3vcwbld1Ho+VQCfD49z6PITJWUn5DLa143fjbw2V4g8l9Qr5ImtZx1GERuMCA8aKz7gUiWduXWJBixpOkc8ibcusZhY6yVJsepo91bUpgJrvn7Jm7fmJ/bL/WRny+JZlvtDEAqnT8UJ1aO7+P3MNDCFm85bXYmF2HLCB7XqdNciPC6+tpOO4U8AXhcSDE50Hff77V2PHlWUSMi5wT9UNm9MXn7Z4oH/ez5xjbKT1nZNSxSN9YvTDwlFlH8SZiKA1yxeaFsJwcBceH6p84KESr2PvpTKb22foiv8y4Y0uug47x6aI8ZA8/1MBT5pr0/30GYBYizJRpnxIeus3ebRxE6K8zfaPlE3IR+QdyHnfPhsj3o2yhkpJw3sDA8La9ffeYcmwMa2GRamYe3h7xukJ6khnN3pGMKY9DwEg1asjdwGLFsvW+Rplyb5HPJvVzkE23jEVeFwpjCV1BG9nzz7xB8RkRvkPPxf89ZBefcZYn2Wj5FMOomXESQXGc2OBtzAqqSuRjmkcDAFOMa5Ix8TUz0SVrAkOawUpeIssDsUKAF5n0iRmslOGy78/g8q387dXBMViQRXcU1CZXAWgiYOPZ+3Pw9wHFUFw8PuoQf54ul2M8vaOWZ4mCHPfFhxEffPQ4ReWUKRCYxZnTrdPMTed9y1yCAB73ODFTgOmivEQPzcUXED1IkSFiwl18Tlk+VQ04xTZKbcfvQ46NSsOfX+xLo+XSUIvUFbUrBFFMqKzxh8txSVH5Oc73GeCOoXTyMDBa/Dd1mnxdL9qOM4P8nlzGdCyhhqjwsbR9pXeUdAzH+eBUAk7Zc4mGI3LjICyTNR8Eh8h8o+VSSQdmBqiPQ57XFs8fcj3/3Xc85HLu4yo5ve4owPPL2BbXj0MeS7Pp4vjm4GhqVf7dWCidV4rO1Iz62v/eV/8dzy+B4ezYhYOn6HHKkJ97UTxPyF14GZjxNnzr1/aXExVpxoClhxVfoOdPwFjdg7EkcxhE32N4gDZqQCMTvsicPCefGp1ZoVlbNSodnwHhqAB4P02Jr5ayPKSoOOFJHcuCs35sNDjc25t5gTPF4TzoVrXIZ+c4AIh8o98kuMrKdU8m1YKxlKkTRc02rYWn/5llxH+Z6z2CKMAZM+qcuB9knn468az47u+iZBTF55i9R3677PsxJcVfumaj+SgbS6KxAVCIua6AFR9DXNYymXKAlo1rLj81cFUaS9hPfwScdJ5qtRHKljxpv7aSQRYZppYTxTCziAsytiXJ8eXaPB8fz3xcq/F9Ni451cbWWcYpf7cxXWfpCwNnVmmsyxJnyDhq9nNLD8CZLFqhsV9sS9eIoCRagQwKuEOxnj05PX5K1qMr5ow5aui+FiYrofYScq6B3oyi9VE7ptHiqRSuEznfARIESjR12Q0CHxAACoSmfCYqWxR4tK6jQnZ+KBkw3lcRICUeT1hOittBGSFxTzYlj4rK4hEQIS/ugfLcRjdIGPRqijgbuLJBKh5T8kplNEYWGy2HMqMxe4c4Ayhhwbjm4waeHAdD8VrZeBa3cZyJ/YyU6XWuzziGUwCZQgY4LkZQHDy5gUKS+nZWNsRnm0cHRZy57kbAGMM+3m/f/Xu/Xa/FfT7WjgVgo3OeMgvNLwxwYtoxH15OfBhDBvY+z5O3GUFNjEPzsOgTMwOI9/Kb/ItYkTt+sutnwCa7P/fm9T2DoQAq9ic7J1IGCCOgzIS70erJPS7kKbAGFnzq4N/zb7xCt79bgEz0mqBkRKwFiTJUOySKZlV62bplp9l11KZhIKJWFDqDfU70l77HQcL1Et44FLzyqvBAId+AM6/R5mE89yi4nJfkkkHSwxa144fSvOc36qfoBcoGavhJHhrlDFGXzL29AJUMNPkxfq1o0MSCldEb5UYQ14qGLoYCkzHg+8j/1F7yPCT4zfvEtSBkZUsAS35t8hcdLNUcAplzITNqouzPQiXglWGTpa1tl3WKTkQAhULEWowPyJVNhqD5eOihBOTYxsHBQwm8aF2XmQXZgsIxfBZznLK+sq2BpxpyLrUZj4/n+n5H16XzsudbElj/7p9Gy6ESX7u8aB9hLClzTU0GDGAFM6UZmXHwBPEu8UDxH8qP/1kKBYWr3yxHQh4TbTAIkGMBUKGwH4ocpe1AxmfC+T3Dg56n4TyLdwvZZGFgABxlEpiNhIfLZ995DpTLSi3/ie/ep7EWbI0agFo+1bynvEvGBvEuyxNJ7kRZ7hPn+jVKQMhzkKKB6vqWshruOY71yjLwFItE+4zxOFnJ+4rOIPQHb8dCtdtbOI9x08dp+lYa17LxsLa/dH4J+PQBIj9/5eApczHSKcAULyxLsC4lXMebip8ITLw/0Qr2ODIM4C8cEOVTmtnPlGmK9/k07NhP74/fT9xf8l6VrJ8+ioCqjwn4P1o50YNALZ34IeTSaPEUwVJ8nxmIdT5DiTK1nzYdZMDvGDQechAhqyh4QmcCQBo4qOqPUve16rzmkrflIMprnKFkqTKu9lmjC3mT/HGPgCh/XlGZuq7Rp+R54pl5qIE2Ymgwvp/S9eO+qJv65NnP5X0QQmm0fCoBYy8i6YY2k4kcODu4KIHvaLggN1zD29B31kN0oOXGhPOxOwW8LlQ0WJAvyRzV97XP79m90u5pmgb+RqbJT/TK+xEfZLLB7yEyUvs/vr/SdzcopbuU7+VrTS4dPMUHUnJ7+ouLIbDo/stAR63tyGRZCCG6ZekDIMkFITKZhxR8IeBY5r0GnvxeMpDY523i3EW8q/i+YgzegRMrcftHDDaGyRrNRiXrLOPn6CkBrJCk7eeKr1nOAQ+NT4RQmyg+6ilR+FELjcryhi9cwVJlPAJrDwmoTYEnn5Kswn86B/Aki17KnAVOSRinDRRefDb+PKJxFIsKIueZd5o2S57a+L0GlLL3VxocYtsenmngaTUUx5moI0WMVQAoZniK3DkQx7WSUyDKno+Xnk/kFbu9xpIDO/rgfE/43vsG/7vBgmdYvx1cuDzTF1Gmg/Qh9YUxFsocLNzvWONiyP/Zce40KI1zK1mexTvDy+NBx8x6FJO/yFgPwh9kDXw4OMlmpkVA4L95OVmCqffNXfkIibv5YY74HIZ40ly4sn5nYYsMZJUo3q+3w/+1RHn3JGiQYgbGT37yky5Uw8yNRsuh0juO1q1kTe9G74UcItzzPjPUa5HBc+QxwKduVGgfHlhyqGgPbyvXgjxnAzd/zPGAt8l98oRu8ZcAndpk9qAAkz7002f4lQYFN8A4L4JHvG+ZEmWLIVV6N66YM89CvHbJY85/hG/0PvX8VJdHvyVr+u/2t7/9CA5qtAhyQM2gqhmgIgxIqt87D/r45uHgKIMQ5+Lp9CLM7kGF/927Gz1P8Fx0CrgB432k3hOy5oWjY84TbdPPXyTlgvzaHoLXsS6HUQaysS0DUn2RmQw4xaiKpxXoI1mTnEmPjomozF1h3Dsn4uLqVPQGibD2nLkcNPGQM8ARc4+iJys+xCzxzu8FxnbwFL1icYqqXzOWYIjALLM4IvjL+h2Zpual8vNK954dmzEUCBymwo0pxtLgJiYTeFLhNU8ibLR4iu/f35cIr5BIQi9lINCBR4m6LtqPex43fsyVcF6Nbn0HT7QlioMGpGMI53nOBDymduS5IjyA/Iuv5NUCOLH4qT7iPfGiAxs8SLQR6zxBPqvQcyY9vwPrHy8b7WTgKb4TvrtcxoGspH8g+qT7PPvsszt5O/nkk7t7VqFR/dfA0/KoZpDy3ghJY3jgpRCvikd9TIgGeFyE3idQ+ZjjuUN8HDx5KK0UUSmBpwjw2YdnV/fhhpdHIjxc6SBvWilx4uObH+vPOkaYnDjWz6mNZ6XfPtbhRWPyi/SUPmeeeWbn/db4thTwlKHGbMDmQfvL1tYVU0TgbGPiZkTw0VMVZ8NlIARFFl3yGfCJbviYtOeoP17HmcNjwpknyp+NKJsmztYBVglE+bnR2o9JjBE4OQqHschr0oCm34AnDdJS6GKyBp6WRzVrC75iwAd4kNRNhWEGfxQ3Cttz/Nx48Bw/nwHn14/K2vkbAizRVz/H8x8cCHpuHfLDjD7WrvNCfCL0ibYuLz67xwGOe6Q8HOnPOuob1xmiUnghvg+uHWcNuowia3h1ZZDou8CTtlLo+h9g3Gj5lHkw+I4e1bvit96h5Ev6MQNN8FHMo8VQdzAV82w90gHPujeoNBHKgRJeZ78ftjgwYl/57t6tCJ7QC1sKM+SyyIrLQ3SEZG04xXG55n3y+0MmSTsALBE5kZwBnvRezzrrrFGytrDZdniM4hRH/dbHy717tn708mTgKS5j4m5B9tGmK8zsQfsLg/lQ8g54/CXod6z/lA0ktI+Fwrn0LQKkCJoy12YET+yHsv5GqyH20/f7St0kAWsw1lYLvWqfFDueJ+0fy2SNxlEclEsWl4dY9c7wkJLrhKJ2HnTrtlayg6TPDFC4pzL2G2BA2w54vA3kyRWclBlrdKnf4jkR9yXi2niz+MTFSZEbnz7tSyo50OG4aKVHgwtyWff35NXTo6Hk8qt71L0pBCTPkuTs1FNP7WRLYAlvL+81grhGq/M+ZbXKMCz13sgbZFzKZA2wFBenR768fACTGryWFHzkHifXvz5OeDic8zFc/H48+uH3T78BHB62g6cpkrl9yFGOW66bfTwq00c+ntciKn4sz4lxDc+S5ErlS9gnnaPfGDOldhcGnmoXiB4o9jGFOqJOf/HRA+VMkFnJDpziy3AwAfk1acOLYLoAcBxtR5cp/Y3kQuOgKYbonGli7DgDln2uTX/2DGC+9ZCFhzHIaxKTOTKP4MlBlP5v4Gn5FK1FkQ/I/p/LHJ5Et4ZRks7XWWgBEIVC9/wL/ueYOMvIQQcy5rzMoEEFY7xf8BXlFUQsaooFzgKnhE/IuYteHwh9QL9ZQJUByj1zrk9oMxoxDJw8X5Fb4A4Co9GkgRaPhf6jmrOUuQwRyRPWLzJHzpN+N1lbHkW9GscPJx+8+R3HAwcVDsz7PE3wJlsPm0fPU+wH1/a2yF+SMeSRmQieXA4ARRj2PgPX74fjrhacHHHLPWCg+dhYGtNKFL3fmVMAGfRIiuRM8peBJ/SOvL3RcbEU8JSFl/w/v1HPUXAw4ec7UHHmi67E6Jly0OTMEfvkDyVaA4QnCBF4OYWYA4JF7K7UGCLgXjxRsOSBcksgMlLWVuaN8N/cqyftkkcREwz5HwuYcI+YTFtCCChy3JxiQE9ibbQ8yrxO7hbPjvGZOFTizgA+bUVjwhW7W8leVI8PhDKLIQDnX7w+ymlyr0yc6cf9ib+8NhzK3evc4AnwsETUJe7F5p6Zjq2ioprVR+0e2sjCFIBVNzxcnvkw5dn7IDrttNPWPEo6V3KkeyRJFUPF8wsFqvDythD5cikbNKNRCrmB4u+ec+IYlI1vmWfK8wwxGDyfFx7MkrThcwdNzGilLEhMa0GHxBprfp8x5cO9W9uZrsCz5uV+6EsEin4/kfq8Pug4PYNYoBcngWTGQ3KSK0CTPL2SPYEl/ecGCnoq69fClmeJwCkyShzY/WVnwCtz95XcgY5sHTQ5wPCbjwOPMyxgSf3DtekomWvFuLGj/ZjcHl30MRQ4hLy9KIhxsHRmc48T4IikOB90HFQRB9Y+AScHT9qPx0kMRwiBEF8DT6uhaAkP4SNX0NFdHxUUfAQgAAjxm8VF3QMVQ+Q+ASQaQfpIOUmu8CYxWMRq4nGgwFvtybFYm34NEbKGHogGCEpcCfWUPsBKz56ftxX38UyxzElNwNjgudJfASCsXACSPtonhS65kiJH1rCK8Qg3WVseZUZriVx2XJ5K3itvUx8AP2AYHnYvcQloIBMZwHCHAgttq03futHifOxOA+Sa+/J8qiy8t12yJqun08ScZL++txUxQ/bc0QOsk8m6mO6JZr/PEI/gSbIm8KTz9B/eqay0wlJzniJYKbk2/SXEBxQVXYbkoZj0GZkre8nxWoAiFCdWsR40Fq6HKWAq3JuED2JIJPMS0RdH/Rk48nvKfvuzdfelP2MQOWBJzIKVC4NQi4etJ6w6eML6pY0MgDWFvnzKgHemwP14UVZGw42YjKfi8iwcE2eJRa8wx0a5dfc+ni0tIyO5w+MTcz/wconH4vJIvkUekQ+/P79vrHq1qfIIal/eL2YWuVcqtpENpITvfVahnpuUMsndzMLS/5InABAGCkaJFLe2OkcyKoAFaPI8k6FGV6P5KDPqM+9+ts/3x+9jr5mNBSXw4uMMAAV+l5EgGWJLqB2A5OMbHzzKcRziWPrA9a62dWyMBaZjDpeHxmvhutIz9dxcD2t7VISwv2SJsQ150jl4eQmXI48AM8ozlDz1c3ueSii9hLwzNJmhZ7dia+gfV6kDpQicIpM56T/i0/rfHxr5Gx6Kc4VZAnyxH1l/ogctCkbWV7fo/bn5bDo/LsZ6UewocAdR7nECPBG2036sX9A9oT+vhDtUQTQaT9mz7QNQQ95HzVoeeq7nGZQUOl5Z99KKf8RP2k8FY/fe4mkijIeijZ7jaGi5QveQAucTxtAgQm0qz8Ho88hF+fTflPVAhpAbrGNCCMxalRLXMVjDJB2TA8UMwJj43gDUxhgr/tuNxYxXsm2k0v44jmZGSWagRPDEeYxr4iXJFB4vDBM35hnfkCX3EsU0GQwaUl12tvxI95h5yD0zRLiej6sxHJklfjOOeb4S0RFkDcNfv3EASMaQNRwFTGZzXTZ2XBu9MHB8qZl3hIeRgSYHAK5cI9PEc6Iii8wTEXvJiwWDMANQhAUK8gZIgUSjEoexfBagM3AML3qOVNxmAMqVZwl48t1r6eiecPdjBWMVe04FzAZA4rd/J28mJg560mKjzQGgoqzBoy47Mek48lwMC8CbzotOcb/zMQpZfETbeJjw8FJvitA5MoIi87ZowxWyh/hR8PqPOlcoeHI/AFG062FAjJTohYqJwFFPITPyGlFmAIvW68mQa6FEVcklH3KkeD8lI63R6shTLyAHUNFw9WNq2/g9+x0pc0pkY5rLASFAynvgxRUfurcXXmPSAzLjXqqYr0RUxsHT9gaWYk6Xj4vZPUdMUPI4SZYkL9Idyh9E5shb8rI65Osyk44QOUYN+ZJc058nz25pYbvsxWWM5t6k7GH5sTXGy1ymEal7vkMpRFaikhcshuOyeG5MLo9hxJLVGAEhL9I/mTLNng3gyes0OTiCqZjx414lGIot6B2lz1RVn+FRGkwbrZYyT21J1qKc+TGxzfi/n187NrMo+Y3sQBGAx7Acrn7WtqOIn8tcNFwAT4ThfQBgsCAU5vfDgAi4rHkHXOaQIWby8B1r140QCl9qAMD7xFI2bu1G4NRodeTjVeZ5ilvIx6QaGKp5OOftN+3Ej5OPZcgFMiZZkXEh2cE7G/N/YwrLDmH8y5wVDoxKOsr7np3HOMT4JDnzKAkzw/E4ka/L/ySOk5dYMv5L72fhOU+Z98f/G9KB7MFFKrnySv0BcUdrFQXuaNjzKaLXiPgvSB00DmMR06WGjof63OsVXZbOSI6usbb57a7VzIXrzEUsGFAEQpeVy2wdasqg2Jlh5+vUOWiK4bnI8A08rYYyRej85HwXFafPGMsAVknuYpiYMFI0BmKI3JO53bOsPuL1wZL12XJYslQV1zGsbSevkc7Vb+UsOQij7Vjs05PRccWrP0x6QHEyALjVSV0pEYsR+0xA7hNFfsopp3TtnnjiiWuzU5kpx7I5UuKSRcILXgfPKQ48zgONlkv+vIcCqOzc2nGzUAmoxevy2x0IbogwjlG1X1sW30bWVPVfHwwVzs+u4bMFt4S6TiL428c0jwi5pzw6YfD8Mf5IvignIFlSXTRqM2l7+umnd/s1vuFpwglAGNw9Tf4c6XP0ui99eZaSZZR1IEObs5w7po/OSIAiXry7ImMtG/cqsfX9cfaADyJc34GRfvtyEPH5+TPNFGr05DlzMQi5x8lLD7AFgfOb4wBN5G541WYfgLP30ZT6cinz2vq+zAr2Y7P2+o4p9aPkwc08XZFXfeo1iaPkHQkYsZYd+wBT+g9QhcHi1yfk5zlOgBtXhExyIKfIwaUntCMLruCdXN6YWIEFzAfwRD6Tth5CyAqLxncT9UOTs+VS1MMlmcrOEZU8U4t6byWvbwxbx9pKGCK+dh2gKW6RNZZqwSAh/I4ssCX3+PJCuYboPCD9xccv1xU+hrp84nXCi8s4xvqqgCV++zjnNddKXuUh73phy7NkijRDx5n7MFP6Y2+mlAwelbW762PdGi/2h1XsuRG4/bGWvc4NhcRoOxbJg9Hi7MKSRyrLlfIQYQwdumInFwkwJOQt5gGRC6Hzm9iwh/EAS1jCWOV84jvLvBeNlkOuSEQx1yIbYEteKraZJe3nQnx3TxPWGbyHVZj1J0sslUxpHzPeVGNJ8rfvvvuuWb+SLTyempWnWXEettNxXlncla8I/pWHh4kSPpUZnkbG8CR7TqM+vqo870HH4L2VLCFbyr/QdbSV8j7hhBPWZs6h5AFvPmBkei8Dnv4+Gq3W8zSrsbhI4OR9i0DDk7jhZ2TOZ5fuvffe3XafffZZJ2vUO8OAAUDhLOCePc8V2fMCzNNE53jdKg/3eWiP8S/O5ONaJHyTLyiZY81H/WaLJ8onXLi8lTxKGc4YC6TmWtsOKimDsQCqdEOZtyZuUdzurqyBqFjQy9cSck+TA5lofXsIzsMVmQdJBADywcuVZM2r58wFg5HrRMjBq4RHj5PnNuFp8uU9Yi2d2Kfa+260eCoJfOaNyiiT0dqxQ99ppiwd5LvB4VWOJWeEDLR1jxO5FuQmuOxFwwwZI+xHqA1jgqnLgCfy9mjHSyC45R49D3GfiPZQ1r4GJAtm6/qEGgjTxfcxqxew0eKpNmDGcatvQB57vaGeDw95ec4SHiYKUnrOn0CS/qOumcuczzrFIeCy5uNZViOQ3z/fCqLc4EJeCPmxdQPM7yc+bwAbYxTjGTLmBWbx6BKm83HM39uyaCbPk6jkpuxjtHhDNXAU/48x1ujRiTFen3XjuRD+OyuNH5PiyLNwhnG0LIo5H36v0ePks/vc40S7cRvLJ/iq3goVeAyY2QiKBbNWFsX3AFkOmLzMvYOn6IZ1S7zRcskXrIWvMwvYPRYc64Qiiuc5lRSYu+g9Z4H/sCjJDSIcp99S3HhxmZWj/QcccMCaIhfva6v9eJlYqoSqv57U6tZkLMVBfZfoNXUdgWXO4IPlTOjBl4HxEAbPkPwpLzkgq1j9lazJs6vcJwEonhkyX/JexIFUFEMkjZZPmVd9aL5tpDEDdhZBiX1ypwC5t9RKk2xQgoPaaV5ZnN/a4v0lXzcWhWRc8zGGyEQsWYMH6vKtMoluYKzEaGLGH7LlzghAlT97ZJI6TpIxrfkomTrppJO67Y9+9KNO5vD+4nHycP0soAm9Nsb7NPPadn3AiW3tZkphhTgYxPhuBE9ZsreH27yQF/FctnHFa7dE/R7iVErPY+rzPPnA44CPejbxPn32YObF81wn9ziBwv3jieGeQOf1ZGKir7/j7H03Wj7FZ93nrah5jzIZLL3HkqHjlqLPOpUydgWdgSfyL7zWkhsmMUyNgvZ+e3/x/nglbhbQdUPLQ+KxHZfTTDbdo+xWuOcX4oGSkvfifFDmvcqoydTGU8b3Qx0Bfe92qIc4Tg5CHpA1krn1wbOkJG8HTzHtBMOGcdA9um4wY0RwPxgKpSLJU5OfGOJ3YyPLjcqM8OjpYjxDttzbhKwRRSnNTO973tm7H0Oj6zyhoOKsMSgmbGbkD9KVVW3Wmsd5o8LlOyE3rFWvWQF4ikX0IhDz/sf/sr77vUYvQExWp/86zr1Z7iFwABOfuzOXrwjNLARt8Tgxy44q4cyk8yS6DDSV3pE/g0bLpT5g0yfskR9r7UV55bd7ScXD5Ebg5kfGpKyVXyElrS2em1h5GPkVMfsFnsR7SlE/coViTSeMBRQ69+ez7UgCd5nznEGXJZHnY7iXGYMDUh/Ju9B3fWQFy0L+3ve+tzaLNRpBY63Z2vtvtByKINn3DTnXKfMCRyMkGsvOf86HjGeAJmae6ru8tXieAEs+vrmho2v4xCAf59yI5v7x4HpuU3Z/2yVJ6z4b1me54T3neAdq9ItxjdwmydYPfvCDzkD6/ve/3+2XJwrHgOc3bQTNVGE8epyyY8eAp1hOIIInV4xeE8Y/WYkBr/fiU5ojUPM+g5J9enLWf7bxXrN+i1DgIi+lAEgTOSAlVOICjeUbc5x8UV+8T5nHyfOaagNxVACZQmi0PMpkq2QNl6jP21uT60whoryZ+UYSt8CTklL1v7Zu5XrCqCgmm8OThJLhTyzPOOPHc5l0DjrB1+3ye3Trve85ukWchd9jFX5KE0jBU5jPn3EcPPtkqKZnGi2PSp6kzMvUN0gPeYdx3PNxzbc+lpHQrY88TYAn9zRhqDC2uFGUGce+oK6PCz5pyIGVGyQxT3BLUpSasdR5n9U8/Lk4YHOPE54mDBVC5XicY77V0PexIeDJQ1E1cFFT2tEd6R4lBzbZ/1iwPpvHcxi8xIDXlMHq5cXTXx68L+4ZgUXpfkpCQr/92m6BixwoijLg5OELB1O+WjQ1ZJjxw6wD1cOgWJhXCXdPU3YvmbJvnqfNSUM8T5GHXWm5tYtcOM/6lhwJheYAUF63CatYx0mxO+DSPhEeJrxGeJngR+UOuafGlaN7SfG6ck++EgB5TO5lgvBaUWXZZw16yEL/0T9AH4uLqo/KadL22GOP7fbJKsZLFmWZ38jxRlnHjeoUUxcy4DSU4vgWZ1P7fs+3JfePiRVETRxAaX/ML4yeJry5uheMDGSNkFu83zguIA98535cF8SCtdtbFEiErEE+ow6ZpX0MfEJ0GsckW8ja8ccfvy7HieKyfcBplvc2dnwbBZ7cIo7WKt9Lnasxl9decuXntSvizDjPmYjgyXOYoqfJXxzIm5cIyIhWZ7y3kjUBE5FQy4CAy5IkOQ99+m9ixe55cgXvNS+8vgyzEGCu6HHKQCH99vcX7y/G4Bt4Wj3VvLtDz3fvish51ac6k+wJ4PclG3xmnD5ZmJxaTLSPpQn/esjNQ8jcC7KHF8oLtro17B4p5Ntrz4gigIr6q+Qxpp/IKnWb/KOQOF4nkmhpw9t2uakZYbN4NBothpwPSsBpqHcjepR8DPLxDpkDCFGcktpLlMXx2d8ua3GsdO8SOp81TOPi7g48YghbFH9zDZczQuPTJB+RNtj6s81SBER4nKiVhmy5xwkjJeqM0ruYlca0MRo8oWRcOZQ64eE9Pzcq7pgbEWPAmVszlhKI6J4+u6XqIQOQOCEDX8etlrfl9xy9aZ5E69NGHTi561P7HbFjPTuwo08kqHrdCzxPrPVDAi25IQw6pfvIgFN2nx565Fk2Wj0Nfe4x/OSGB14jTyz1WaYofJK7437Cdt4n5Ed8Cd+6p4n1FbV1z1NcLiEaKtGYcTkj/4p+qi3pBYwVqvQje4BDciqw7qmurOO1H/2ArMnD+8Mf/rDz6H73u99dy3XyvAv6GxPNh+R/NtpYmsfT5IROjxMkMEAc8LhXF88TuYJ4mtwx4Ma/GyKMDT6OATIEPrTNIhA1J4cDIpc3LzWitnbcccc1IIWO8VnCPrZwD+7pRk/QR9Z9PO6447q+a6v9ynEiPaXmcZoFOMWoSgzxL2Vh4KGMFoET+xxAxZpMzmQl8OSMlSV/e3+j699BE5WHfRpmCTxlgMk/9AsA5N9R6iw8HK1jz2/yfvOfe5yYbSDGorYMqN2XWPEihvPEhbOwXsmSbrQYyp7tLLLn7w6rlRABM+L028EFskSRPQwV2iJ84HJFQikzbPB+siQQoWT9xsp0xR+XK0GOo5WMjFGdXP0jJMdCw/QN2QFA6f7ULpX10Tc6XgCK2kweOhSYUp9loOgepMhZow7PbtQR0dtUss7ju2q0MZSF6qJHMOq7mlHNOAVfUS7AQ2wRPAGa3FDxsY323QPrZQQo2YGnSVsMFsBTXKc0RhOiI8THaWSOsYiFhnfaKnP0159dbDOCExwZ1EkjNC4ngLZnnnnm2n6PoPRFgErvp3RO1telr20XB9Wh4bvMA+XgCbDkW0CUW3YlJogJnzExDgQOyECRO3jKwltDwBOeJ4RB7eDijAAwKwLo/ffEPRLoJAhiKm01q85znHxWXWZhjGWMePyQ99toc5APBJIZqnmLL1W923MCXYHrN3yD8sazBKjAywRAZ/IC8oYCZ8YnICQrXFkzUuJ9wH+uM3QPAjLqu66jrY7T4MTMPTxR6BEGKT0PAUj9h8dJ7RLikJzJw6StPE7UcWKiBmBORH6He+cJ37Ov0eakqNfHhMNjO4xpnguIwRLHN3cCAPAB5L7Goo9jpG74rFPAE2s3xi3jW/TaZONZvJ8IoNSW7kvt7rLLLt1/+i3ykCIfCnGyRiW5UiL0hORKXifJlvSFcpw0vimyQkmQRec4DX2nSwFPUJ83Iiq+GoCKM+eyhDsfvKPS9X0RNGUeJ09idc+TF7jLQlYl8ER/yfMgTAJCRzhEHjOOblLuxa0LPE4wm5iLdbOoc0MIwRNts3cTLa34DjPy8Gt8t402JzlfiScVQpASE2jwyQooPMATCafIG3zkRVX1H7yJ5eiFW+FNKUAUvM4Tj5ZCydFj4/cQCXlDobPUhORA90j/6at+I9+EHfU85F2jUjjXxusEWJJCl8dJFrC+e34TswijLMfE8dj3vveWeXsbrYac/zJjsc+r4eOAl/TgtzsFfBITRkoWLfGClXhOyWlyzxO5Ti5r2UQo5ysf1/wefVyjr4yTupef//zna7Lm3l5PvwFQSd5wKBDe414YyyRbAlEyVjTW4XEqOTNKv4eMS1m6yljP/kzLs2TAoXbRGqByoIObXvvcy8T+zCKNuQWeLwTjeaIpyN3BlHuinMkcNGWetrgF5GHtYvkCnnQNUDpJr/HZeN/1H3kVYiRZ2GIymEu/xXz67jlOnoNB/zJm8b6XqAbuGm1u8ncET8UVxgELDqaQA0oFxLIC8ASKjXAyAB5PEwrdvbmlfIsoY/Q53ocfw8CgwULHSEbUvvKXkC8GLxGgSeUUFE7ROZInZIPQgDy6WqNOdWaU66QQgkAg8uXPl9/ep8wDNUZeGmBaLcWxLDMUhxI84UuLiCdjZCWW1kAufGF2D2uzD6+te3/dKcC4Rh9c5jIAmI2t8dm4AUJ7ku/LbUv+E3qEe2V2LuCR/jHJSXIlA0Uyh6wJQFFmZ4i3KQN9Y86J72+l4KlEJc9QCfyg4EWuZLEg/bxYl8JBU9zn6N2RuHukfOvXhcGHJJE5eGJQIk6Mm1/X4H6iJcBLd7DH9E0HT5QoEGInibzmcWIbn33fe45IvAGm1VIJ8EIZkM32RcMC8OTTkd1QwEPDeR6i81lwseYYCeOApr5k6ejxdBkbwnPR0NC1Rbq2fpMPhTwwzVvgSl4n1qFjVhPWusLgSlY95ZRTuiUhdIz2ZYq8BJ44Do95X5LrrMq+0fwUx7F5AJQ7AwBP+i0djSENeHJvpQMg8lZ94fYoe56b6+NbBEtDwUDNswaAcp2AjF20tbaZjBEd5zNhqU9F6JKUALxlGtMElCRnyilE1jS+xfSZGrjLfo+Rl/islgaeUHIZeBo6yDpg4oV7rgUhgeh9cg9T9CpF8OQeJD/Ht25R+zmxn9k9ZftdQcJEug/yKLhH76+DQZhUhPCIwaTkQeS4OH1Nn5gI6Aw3jxXlzyATqEbLpZrCGDLY4tlEOZO8jbyRb4eM8RtF7p7ZmPPkAN+9WnhxM6MguzeXowhESuf6eXxn4CHs6MmrDDzMgkL2sf6paiz50kcWsD76LtDkFnDJsMhCjoukZrgsl0qepzHv03U5PMMkBPS/l80B2GPIc14GmLJxDjnzcc77MYZnaoZalNFoPF1mfRR52NLrPgEi9TwIzwkwKcdJckYkpVaKgHfl20XS0sGTx0Hj/0O9G7i1AU94ZDxumlmjETT57whIMjTpvyOI4uVzLxzvW/oe24r3z5TNCJ5ibRvvC23rI2TP7CSmS4vhmP0jISMkomfnQpS9k1kYLRvYvN0GoDaO+pQ674f3BnhCmXvFffeauDwwewcQ5bztVmg0bvz60SPj/0VDKvJp9JrWjDO8RnjOyEXCywtYIoTHbz0D8i6U1ySPk4CTloLQPuVheH9iCYhoGZc8SfOCqiZry6MskjKr0eleJ3cGeLX8GJp28ERIzse1vvHMaagDI3sGfYSc1gDUllCyh3Y5Dm+vPE3yOClkR4I43t2YdpL1c9Hy4HpoTNujwZNfcMyFInM6c7iydyXldYUywJN5mqJV6tsh4Ce7pxIA80HBLf14TGk/TMj5MKIYTIMXwIkkcZaGcIbtA6pDBSkDRItot9FiaGiIB+I4n/YvEg8BMvy4yKcMAChyjkVGYs6ey21UcrOA+NLglYEqdIdPsqDfLKSq7zI6MGIgWcBS3MpxEnhSHgYgs/RMS/eWKfdoeDTaXLSogdgBV5Z2kkVrosHiwCnzKPm2754isJ/1nobsc/kn70mEYc99SdY0pknW5HVSrhORlL6xbDMaEKNn2w1FqX3/wyzucWLRwhKTxbBdVPh9/cwAUHZ8LRwZ++JUAlAlQIWHCmVO4q0YivivPuQ8kSDuMeFMOZdA0KIVRaPNSc7bABqAOqAABesJ5FjKGfhhG0Mc2bX8nNr3krIs8VZJN7AlgdaXd9GMIGYFKWygraxickpkAUupy9v0ne98Zy007p5o7298Fv4fz4D9MYTZ6MpN0YuKfi/pY+fdaGj7cX2U8VZt/Csd0+dx6+vPDuZx0rHkQrIenUCTjBNNyNCHMgXuSNmWaDR4ii82U4yeJFlSNrSR5Uhkx2XgaQhoGuKKLSm2eK8loObtlHLDslCG14fxcB3uTX18McRYnr527zXhySzkbCDoez6NlkOZ5TjWIst4NmsDwF8KmfFB5iK4Qi4J5Y8xZkrXywaPLKHcz4/rWsZlLag5Q56gDBLJlUIIeJ+oT8W9xmdfkxHfX9JjjTYfDfXkxHNq79bbrHlvSsZ1rV9D5Kh0vT5+dC9qSVd4WG77sLKHR5DcwEfWFAbH++SyNtTjtNnkaXSF8b6X656kkis7Pqxo5dWQeobQs2tF5RUZws+tCcNQAOWgiU+sX+WDA7Fun34Kk4m5BKBY44dZd8SOxwKnGmCsHbvZmLXRcHI+y2RFlOUucizHeHKrL7/gx3u43b1Z3pfsGpm3xtv08x3IxGt6VWfWBqM0gfbpPxXE1HeBJcmWrGABJoUPZA3LA+VWsN9PHHxiKCV79q4PaoNDo42nmoFR88TE42gr28brZb/7AMRQfTwPr9UcDAAnZO1qWw0TgBT6hLGNSIoAk8Yy5TdJzgSi9CGcV+vLmPuel8ZeZ4dFXzxaXrVBvaSEat6nmhVd8vLEdoZSTRDivWagyRcs9kKfDp5E5DEJJMn7pK32MXU1JunW7rt2vzUPQ81aGgLGGq2W+jxS8bjS775zaiCHY52vo1GStTem//HYTPZ1fXKbkDdAExYwVq5kSx+FwQWaBJikyJl+HeWgz4sw9l5moSZvy6dZPDolKoGj0u++a9bG0aztmse0r7+1sdVla8et8uVeXgwtvEmMY3IAyCFAOoqXQ1km9XkI/d6y7yurMB73lZJHoSwpztvIAEFMXM2O7SulEPvTx8h9XhsHTB42wAqG0UDqFM3zWRkwlJiL9XxYSVqf2to+NbA4xg1c88z1PY9Gm5fc2xmp9C4zrzDKMzuGJNHMg1zTEbW+lPKnssFC/dpnn306TxMypzwn1Z9h6QqRjhNQkudJyeH6KGlVHqisz1Ev9Xlla/JXoyZjG0tjBsyhBvmsgMkHfN/2gachIH8MRV6ncrhkTLK1yy67dPJFLScKYTK7XLIjuZKsaVadjBR5fSV/pcrhi6YxwGkW79Yo8NTn1Rly/ryD8ljPUamfJa9SzW1bUpgePogeJ3dtultTbeJVwstERXES7Xzh1KiI43uogUK/h8zyd69B7fn2AbFGm4+iQp71/ZXkqMRvff2pnV8718NgXkU8WsV4ejFUKOjHwqNMxIiVw8fc85Bjh/4/67GN5qMMlIzx5pZkq2SwlNqJbWXAKWuz7zpj5D4bA3xsQ9Yyr9MOlijO2MV6rOTuUsdpUcnhYzzBQ2VqTL8Ggyevts02u2B8AVmoKEPlmTepZH2W9nk7fVXBs37O6mEDMFFLhrwL1twiWRUARU6ImIrV56m6StiOkJ1PGe/zOpX6mT1vz0vru//suTXa/LQZB2EH62POEQGWyBOUvO21117rVqVXBXHJnVdxFq8DlI455piuppOsYVnGJR0QgVqjKyd59GBeA4P2OL8EdvrOrR1bO3/MtYYSXidf4FcV+nfeeee1pVckf9RWk2ySp6u8QhkpkjfGOMoXrILG3v/Yfs1UJLPmunRQUvL8jFGekQlLrs3YD8CBH1vyrkTglrVbeyYx1wkkHnOeaJN4LwupslK7l+WPeU4lMJo9q9qzrFENqcfn1gaU5dGin20EyJlc1I6f9Tq1Y6CxoB0vEcmrrNZOyI7fhBBID/CFtfUh72IWL9IsVPNeN9o46jPs+0JwffyceX6z88ZES2alWl9LYyPgiUTx7LP91nEPWVP0hJQTPE5EWeYxRsboiux+S/tmpdGepwieXKn51m8gW7nZLbuS23wo+MrAD9/9E4Fd7UXWQBT9csZyrxMxYDxPhBW4X5hJ1rAYTeicGXUOoEohO/rg/at582qAMbqF4/3HtpslfuWgsd6fIe0tsm2XWzciKIsgeZMlfPDBB3fyJg+U5O2ggw7qgJTyMajuLHnSTB/lN6mek/IvshUF/JqlVQfmuZ9Gm488muIUvZFDIhS0F9sYIw81x0TfdRZNjG+sC6kZq+552n333dfWsNOxeJYkX/I0yePkJUBqy65sBtrQ2Xa1gdoReBbDjd/7yMHQoimCiciormTjLDuAVG2WnS+q6p+4ntHQIqBDrKVZBLhkNTXanJR5ZIe88z4PlLffd84s1xjqqeI4yROhcS9L4AnjJLdLzmSQUPySvIsYsi551BtddWkMcMr4e8yYNmYcGyIzQ+W+5jzIJkLFGmo72DIsyBprrxJN6Vuvbple27Hj15hj567zFD1PY8gBiF8ju27Nsi0xt4McLxvvXq94Xhx8Yt98v9e9wONELJhcJ5/CSTgOV6YUupiM2XYsIulJdQ6gSl6/+KxKz7p2TGy7BHCz599o89JmflcOzscAKMmaPE7Kb9pzzz07edtvv/06eZNVjIKXHMmrqyTxH/zgB10OhpS5COMGeXPv9LZY7bjR7FSLSAz1OK1S7rLxatHXZ2yTTEnG5OWVp4nxbeetxoqOwSFAKQKVAJHcUQwT8LQR1AeGStGWhYInBw6RuYa6Moe86CE3G/uSbUvnxGvF69UeZhZ2jB6niMrjcg14ndzz5AsG9y1uXPMGDHlmGRD1T0Z9buNGi6VZFd8svDHmuFJIImtrGfyBzAkcocCjVey5hVTtJ2zgM+uy/kVvduPxKz+VnAHZf/OGzkpekEWBrDgmDtXnGc8DnlhAWx/3PO1gURUMEDxO1Hci9WRR9zevXNbwR98xc4On6O3JgFOc5ZYNzCVA4AsBxzaytod6Xbwfnn9V817VHrQ+nueEIhc6J98Chc7CkKytJbAkj5OYC6XO1M4IoPhe6kNGpf6XfteAU6ZIas+mUaNFkXu0RXh4JV/77rvv5NBDD11XYwbljrJGkcvjpNwLyZxXDvf1MTNi8Ii5T42uXOTefTdc+zwlffp3jME5r7EUx9Yx7WVjrUCR5EleXHmblEdIXiH7r7519rjOZyF7ZtXJ88QYt1lkZ4hTJst9W9radv7dB+DMs1FqI95ACZ2X2s7ayc4rXaP2sPoAVOZ18hl2vAyUdMxzKs2qi59SOK32PGvPMQKhWptjnkujxVGJt2vW5aLDBDVP1tD+1dquAfJMt0imPMeJwnwub4TdWJBUSlwfqvlH73nNq1AzUkr9LlHzZm1uyrz8kWoGacnQrF2v5PEYGk2I20zn19qK8hdljdSTuNSR5zpdvlXW5NVlhh25TqsGTqVnMMaztDTw5MqkxCg+K887E0FXiUmHAKcsRypb6sVBTqxP5cCkT2hiX7JcJ32oe+Gz6yhJQNEwcp2wjJld50ni7n2K143Pl3uI998nTKUwXt+9z2olNVodLeIdzTvIl/owS9/gfcnY/vvvP9l777077y5WsLbMrkOetIaWcjC01dpaki0pfQ8jwPvoBC+DIFpkyKGBpm2bamOa01B+6TPah45FMYIwb58Y1xRFUR6hPE/UUlPuk2RI45yIULg8TZo5Ls8TeU+Sw43Ic+qLuJTOGWoszVznKdvng3VfKCgDKCWLbIilFq/X1/+aB2doPDp6nXw2QowFcz7ra0mpo9zjmnV9nqfSC/Z3kHmeSsLkwGkIgOp7To2WSyWPU80bNOQc3z+0D1mbkWryFPXGEJCFYvelIOIMIB0vmcJAoeisfnt/SoNJ33Mb+4wabZuU8V42xvSBnEy/jgEyswCxqNdL91Py+voMO7y8XlXc66ddtrVYLfWcKPBMrtOyaChmGONx4pilgCfAQClnKOtw/B1f6lD3Zqk9v2ZWDZj9pYeYMXRczT3zrJWSxL0Yps4DIImpBJrIcUKhM216SK6Tg7ZS3/131vfs+XBP8dnE67aww7ZLJeW5EV7EbDCpASgRMsyadVLo7EehiyRHrOCuek6ygqXUpcwzQMR1XdaiZzr2pdGVixg3AAQi/fbZ2DWqyVBpTBxKfXJR2lfrU+2eYrjOi8+S46RjcACcccYZ3Zimav2SOcnbZspzGkLzvKPRnqfM2zN0YJ1FWZeUfta3vj73HVOLQ/u+WNsJTxMf+k0oLst18iKYETj1hTSHvOjM2onerD4PVBswNp6GepN8X7a/ZMSM4aWal6vU73j9IWApa9cL9vkCxW4cUQZEXiclrkqhS94orDmEMrnp0x9DgOgsHtvm5V0+uVepz1Ac8z4y3Rr/j/1YlAeqD/SXZI8PTgC2XqtQxJh24daZrKxfR3rKvOG6jeL5sdcdvTxLzLkRRU/S0PBRX2cjiGDJFbZ9bQ11w5U8Vxl57lRWdR13JrlOUt7UdcIDFRf9zWo61QS19F/tXjPhHQIq/fcYj2Gj2Wlej1DJ0xR/D73OvMpsqAyWKOYYCkAhr0yJZgkWWcGqMaNq4nidRK4z+sARxzKbqO8ZjTHSxlADTssn6v/hecoMTafMEFmG16mPhoxtQ8YD1wUYKHyysU1jFSG6k046qQNOkjf9XgRw2gia9R3NHLZDeZEUnSnjkoIeOsjXFFfJAzXWAowWeA0U+jXix/sLIMLTBGDyhX5jYrhvS8+qBqoyT0Jf2C7eYy18lz3HRsujPs/OLO31eXGHgISSLC+aHzCS6KPnF3po3KsXS6nL46QPkzJqXiUfNPwY9vvsvax/ff2nvUabl3jHJe+TqGaIxP8jDX3/NS/nGG9Xdk7Jc+zXdIdA5iBxx4Dk6qc//WkXppOc4RRYFXCaB5AuEszONNuOB8/HAVQcpDOg4v9nYKDGnD7Ix/azfTXlGI8veVey774FBLHwIeCJuk7MqvOZdUMrsmcgrXS/tQHSF0r2+y/NjvTvQwFto81Bs76foRb1UC9y6bi+wSg7h9CBGygktUruVEVcFvBpp53WheuoGt53L7X921LuRqPZKIKGWGtwKFDq47FF6syxAGCop9m9T3FckCwoeiLgRB2ns846qwNOvujvtkbzgKnRdZ7iIAtwyoBH9OiMYbzMbeoMUGPKmss0ayM7NwOC8bf30b1IakPMBFgCOPnadSXwlAG/MYNayeKI7tnYfubFi23H59hoOTQEUIw5rnZ+RiXZqFnHY9sYq9Q95wJ5028KY5KwypIQceLH0HsvyVpfH0tevEVauo0WT1EHRgdByaBeFjnflGSodh7nRhoiY2yzcYE0FIEnPE4XXHDButl18z6f2hg05Ph5jxtLMxXJrN2kA4qSh6evzSFu0MzlnvUpa7cEKuJ1MgAXZ8Sx5Ao1ZmhHDEX1cCF2EsVhsugqdhDq9xDrU/U9l6HPouR5ytrjey2ZvdFqadEKoU9RL/qdjwF+yBkLj5LMqja0T/IlhU6C+LLWphs7oDXaNijySg1ArZJm5bMMSPUZvzGS4hOdKPWh7wJM8vBesDVBfKM8TkOBVR/+iI6YMfcyanmW7HvpWPfI0PEa2Bni2chAT8YofRZv1lbpHrxsAMc7cHLwRHKqjgE8+Sy7Pq9TaWmbLBep9HzGMFHtecU2I5hsAGrjaFaFXgPIfZ7G7NxZB5Wh7ft3vLaSIy9CC6DCEu6zgvu8s33HDfVYxUGrZqwNMeYaLYcyPuzzOA7h+TFykb33vqjEkGvFvg8dt31cQ770WyE6yZkMlQtDuG7o/Q7h7yEyVjsu+7+m32Yd00avbYd3JLsRH4xryHaMYoggqa+dmmKObXi/4z3FBxrBlCtzkuXcxelhu2zdOm/br+19i7P5+oSnpAhqYKnWZnbv2XUarZZqcjaEhshgX9uznj9kcGK/19ohbCCApP9UURzZkzKXNcz6dX3tZr/7FHMJPJbuvba/rw8NOK2OXKcvwiic1Zjwba3tMSA7AvchxJimcJzkCu8SOby+BMvlI3J3s/vdCFrktQeDJwbOvpopQ70YpfP6EGJsL7PgSv3LEGYEJ9GF56CB+weVi8l0PIzkip5ZCaD3bA277JnF70OA09DnWmuHY2qepuZxunLQqpTXEABW82A5v3rlcJGKZfKflLySV6XcPcl7VnA5hBrAuXJQ1PN9Oq7m0VwFZQBqzLml+3OvE6FxfSRTyBXLsWim3aVLDI9vKzQKPPGyHEBlIMDXioqeoxr1eUQy0JFdPzJWBAS+z0susC2RAylCBoA1wBH3TamCGmgq3af/VwM9NddjzXIuuYZLQMmBc6Ntg0rhoXhMtp/zFhVKyPpQkt2M4DtymwiT0warupOb0ajRUIolY0oGttMieKwEfIbI2BjgNPQ4xjYcA5IlnavwuL77Gq1ZaHzLyJJEff+P/W8jjJmZw3aiUqgpeqfGgKg+kBD3jwllZfvEBH4/DhBK5+oYMZC7fCnk5/dMdWOvRRMBzqKUfcmqGMpUQzxObWDaNmje8M+QsO4sbfm+MbyEjAkgaSuwRPhOvwFVkuWhlcQbNYrgySfz9AEo0bz6cB79n419me4f65kih8kjK17vjHFtWlmtgmuXaB5QtYr2luZ5AijEmWERQGXoOJY0KHmsSh6k0vp1bKOHJgM/GZU8WnG/M4vI0TfPxI/NimFm99fXv3ivQ4/PPG3x//i95M1q4GljqaQo+xRkTZkNfZ9DeW3oeX39zbym3CdGi98X+/jdqNFQqi3KHqlmqA/x8JbOmwdADf2/Ns7EfTGPiXG35gDYkni65wU1i5LlsePs0jxPDpwyJeeWXwQbGSiJoalskHCvl7czBDgN9cZkoMG/R2DEPrVFGMFL2nu/o0Xj/Zj1ZfYxQzYI+fFjBK8Bp81NtRyIjQITfcCp9H9JpyBvhOaU+6T/JHOuZzI90Hi3UYncuI2FnjPqk6eS3i211QegFgkghh5H+klWJLbmcdqyiQ2XZfRvpjpPGfkDjGEw90SVjo/n+bWyMMQiPE61+8uskFJbsSBf9JANVeC1Z1sLlfp+/uvzVJQsq5JALzLE2Gh+xZrJyLyW7CIVTa3fmeIttZF9p49O0WjznMyhHoNGjUR9BkiJZyM/DwVaqwYgY4BUibYsoN+bRfYyp81SwBPU59Z0UBMHa5/yHkFQRuz3qcu+388d6lnJ2o99dI9TbM/7HsFSVORx/bpItT5nz7T2fx9Qy66VtVl6ng1ArY4WCYjGXndR7cwLoPwcPnHiAstqqA15gf34mjxsFuXdaGNpCB9kxit8lU2kWQRwKkVS5qFF6vEtI8olxPN8O5Rm6XPfNfx/X8VgqeCpFhLKjl0Uyq4N9Nm1vF81SzYKReZxGsLgcSDIlHcNQA2971Lf/RmMuUb0bmG9l0KljZZH0Xod4kmM5/sxcT//lY7L+jPWOo/XyPb36YI+D2mpP0O8xWNp6LNaNDV5Wy4p7OsAPMvLdeDObx8jYo5vNs4MGRv7/h9iaGSAy79n7YzlsSHnTpP/474+j0+mY/ocDEN+Z+fz/uGHpS4MHGleUFRSlDUPSa2fNbdqrb3Yj5oCL91H1l4EZGOohtRrVsuQd8H7jMu00Nfmgdp4GqIwM8VaO29eb9ZQb9E8nift86KX8KnIc52cJ/HusjDwtgw+tuW+byukxaV9pnTMT+UdlPTjGN1e+n+IZ7Rk0NfOicctWodPZ0hF8Wc6RD77HA9DgVMJVNIH6ROtk7k08OQXL3k7UGAeYisxWR8zzWrtZdcoWe81QFKi+PK9nzWGr91r7Tq18+I2swpqVk20qOLxJfTfFPtyaYjF6v9n76Xm0SmdM5T6zqtZphlwqvGobzm25l2LSnmRvDq0rTE6q6Q/Gi2fNGBqvNKSPxqzNiN4ysbREpXA07KB03TgvY0FT7VrlcbuGoDKxku9W/GBeGBp4MkZiovHZGn+j7WdSoAmth9vzLfxAfh5sU9ZUcohQCDu60OsGbOWmL2PYUsDSQSAYwS2dq3sPiKjxf/is260eWke79Ayrz3U80SVYwjDjDbY5x6p6EHYlqgBp9XT3nvv3fGU+MaLPzKGLAo8zWNAl5wQ2bG19seMRfHatT5Pe47x65bGnVr7ffvj+F36zf1EzCIdI+C07777rqvVuLScJ9EsSHsocOJ7BBRjHuoilGf05PRZyH33N+R6vvXzhw50fX3su5b/X7puU/TLo9rzHsvT2TvMvFZQ9r5LfDfE89R3X0PaqrUZ2xjjccoMlaE0pC+NNj9psBRg0gAaJzJ53UH/DTEQDwElNQ9M9n/23xCgVvM0z2twl9rsu++oS/x7BKSZd2golQBZdg3/T+9efKDPGM/Tlum2Zp41atSoUaNGjRptILW1DBo1atSoUaNGjUZQA0+NGjVq1KhRo0YjqIGnRo0aNWrUqFGjqxJ4uv3tb999VkWf+cxnuiQzbRs12uz0pS99aXKrW91qsuuuu3Z8+/Wvf33y/Oc/f0MSmt/xjnd01z3++OOrx21U/xo1WjVl48kjHvGIybWvfe3JZqGhY947Bsr3lYXmmm3XqFGjzUuaev3ABz5wstNOO01e+cpXTnbZZZfJYYcdttHdatSo0RLoJS95yeRGN7rR5L73ve9Gd+UqQdv8bLtLL72026rI1SpIU1N1TV0vTl1t1Ggz0bHHHjs58sgjJ3/7t387ecxjHrO2X9W39RGoWiXJMn3kIx85Oe6446qW9Ub1r1GjVZO8OXe4wx0mn/70p9ciKDJ6KNw5hnbbbbfJAx7wgE7Olt3HjFTyQX1Xv68KnuNt3vO0KtAECTA1pd5oW6Azzzyz2+6xxx7r9lPTZLPSZu9fo0YY0csYC7RkzLZI24eitld2WqnrhFyGH/zgB11cV0p9991376zRiy66aN2xsjxf+MIXTg4//PAOycpSfdaznjW55JJLenOeXvva106OOuqoLkyx5557Tn7lV35l8t73vrf7T+hZffinf/qnK/RPx+i/z3/+86Piv7r+jW9848k3v/nNye1ud7vuute73vUmH/zgB7v//+u//mvyq7/6q5Odd955coMb3GDyn//5n+vaPOGEEyaPe9zjuv90jKreKtySxY65ho475JBDJi960Ysmb3/729NY87//+79PbnOb23T5Lte4xjUm97jHPSbf/va3i/fW6MpDki/xiUi8JP5ATmJOEfzzd3/3d1cIA2j/v/3bv63zZsm63WuvvbqBQ7L1kY985ArXF5/95m/+5jo+zVafH5rzpN9PeMITJh/4wAe60ITa/fVf//XJMccc0/3/5je/uZM59Un3GWXhs5/9bPccrnWta3X65NBDD5386Z/+6eRnP/vZFa7PNdSW5Fq6IstD0f286lWv6nSNjt1///0nf/iHfzg555xzBt1no40l+Ew8/Tu/8zuTa17zmp3ufdKTnjS5+OKLU/57z3ve071v8dDHPvax7r9TTjll8qhHPap7/9qv/6MsiU4++eQupCZ9vN9++3X8F8czUYnXXv3qV09ucpObdLymath3vetdJ1/+8pfX+nfhhRdO/v7v/36tKKTagRbdx6E5T7qPe97znt14KV0hudU9MH5++MMfXrunW9ziFpOvfe1rVxjvdB/Xve51u2MOOOCA7j7OPvvsK1yfa+g44QbphFL+5Lvf/e7ueuqPdNmDH/zgyUknnTQZRdMV0vOe9zyFCKc3v/nNp/e73/2mb3jDG6aPecxjun1Pf/rT1x378Ic/vNv/gAc8YPr6179++rCHPaz7fd/73nfdcbe73e26D/SWt7xl7bw3v/nN01e/+tXTRz/60dM/+ZM/6f7/xS9+MT300EOn97///a/Qv7vf/e7Tww8/vHoPn/70p7v2tfU+HHTQQV27T3va06avfe1rpze60Y2m22+//fT973//9IADDpg+//nPn77qVa+aHnzwwdPdd999ev7556+d/4EPfGB6s5vdbPrc5z636/+znvWs6Z577jk97LDDphdeeOHacSeffPJ0r732mu69997TF7zgBdO/+Zu/md7whjfszlWfjjvuuLVj3/nOd063bNkyvetd79r15y//8i+n1772tad77LHHuuMaXTnpc5/7XMdH4gvx/rve9a7pJz7xiXVy6HTPe96z48sTTzyx+/3Nb35zevWrX72THehb3/pWd4x4W/z0ute9bnrb296247MPf/jDa8eddtpp03333bfjYfH9X//1X0+vf/3rT29605tegU8zyvqn3zpfMvayl72s+6gv17rWtbp+qE8vf/nLp89+9rO7ft/hDndYd/4Tn/jETr5f8pKXdHpB9yX5lJ5w+uhHP9rdj671ile8Yvqc5zynu48b3/jGnTw6SXftsMMO08c+9rHTN73pTdNnPOMZ01133XV6y1vecnrppZcOfFONNorgs5vc5CbTe93rXh0fPeQhD+n2PfShD113rPYdeeSRHV9L92pM+trXvjY9/fTTp4ccckjHl3/xF38xfeMb3zi9973v3R3/yle+cu38iy66aHrEEUdMd9ppp26s01hwi1vcYk0mfDzR2Bd57RGPeER33N3udrfuXOn++9znPp1uF0m+d9xxx+ltbnOb7rs+0gGiZfQxo7e//e1XkG/dxw1ucIPpgQce2OkCXU9j4G677TZ997vf3cmvy/P1rne96eWXX752vu5T96R+a2x80pOeNN15552nRx99dDeWQ1/96le7+9cYp7Ze/OIXd2MyY6PTi170ok7GH/SgB3UYRO9zn3326c4955xzpkNpQ8DTox71qHX7f/u3f7sDBNDXv/717jgpJ6enPvWp3f5PfepTRfAkhjrqqKOq/XjmM5/ZPehzzz13bd+ZZ57ZKUL1cRbwpH3vfe971/Yde+yx3b7ttttu+oUvfGFt/8c//vFuvxjNmTbS5z//+e44gSAfAPTSJbTQ2Wef3QEqZ9oLLrigA0lS6k4SIjFo3N/oyknwqsB5HzgR4BEf3fnOd55ecsklnYEjxXbeeeetHXPHO96xG2guvvjitX1SYLe61a06cAQ9+clP7tr/4he/uE6+xHvzgCfJrJ8rEKT9Mk7cGJF8x+tkMvbSl760k6cTTjhhbZ/uTwONZAj6zGc+07XnA9pnP/vZbt973vOedW1+7GMfS/c32nwEnwlIOD3ucY/r9n/jG99Y24cu//a3v73uWIFwAYOzzjpr3f4HP/jBHb/DdwIiauMf//Ef146RYSyw0AeeNN5hBEVyACHgrnMjLaOPY8CT9gHkfAwUCHLZQ579Opncvu997+uO++///u+1fQK/u+yyy/SUU05Z2/f973+/G9Ndlxx//PGd0SRw5XTMMcd0x8b9NdqQjOc/+qM/WvdboSW54c4///zuN2GCP/uzP1t33FOe8pRu+6//+q/FthUKlOtRU7RL9LCHPaxzRRJWE/3DP/xDFyp8yEMeMtM9KVlPrj9IITj1RQm7CtlBfP/Rj360tk+uQ0gJd3oWCkHo/K9+9atr/8lNrFDFL/3SL63tk8vx93//99f15T/+4z8m55577uR3f/d3J2edddbaR/FoXV+hy0aNnOQOf/3rX9/xjuRRJQ3k1lcoQ/STn/xk8qlPfaoLb1xwwQVrPCVevctd7jL5/ve/34UGkN9f+7Vfmxx99NFr7SvMEPl0LN3xjndcF85Alu5///t3YemhMqbwhvquEg4aFwkVnHrqqV0YUPpB8gwp/KnQQgztKeXgzne+8zoZUyhA5zYZ23bo8Y9//LrfT3ziE7uth6vhA4VzIfHOhz70ocm97nWv7rvzgWTivPPOW9PfauvAAw/sQt6Q0jv+4A/+oLd/uoZCT8973vOu8N+Q9RtX0cca6Zlp3IryqbC+wuhD5VahVPVbukVEv5WorlQYhRsPOuigteM1ht7tbndb1xeFCRUClR7zZyH9d/3rX3+U3G5IVqY/MJHykkTKFZCyVg6QErN18066QQEK/V+iZzzjGd2DlOLW+b/1W781+b3f+73Jb/zGb6wdc8Mb3nByy1vesotfP/rRj+726bteSrzmUFJeR2RkKVflVsR93CukvIuXvvSlXe6JBiCfACnmhnTfzoRQ7LMGMpgzIwbERo2cBP6VCyDjRApTYAVSnqL48jnPeU73KSWoH3zwwR2fusHgBsUi9QayNETGTjzxxMlzn/vcLj8r5iQhY+iVTAdonxsykjGdp7yQWrJ+o81PGjSdlC+j8SfmzV3nOtdZ9/vHP/5xZ6S+5S1v6T41PhBviYfiGDFEJn74wx92oECG8lhaVR+XJbcy2l7wghdM3v/+919BppBb7dcYWpJbJ8mt9Fh857Mk628IeCpl5NdWlh5K8vR897vfnXz0ox/tPDVC3W94wxs6xamXAMm6VGKgvFTyQn3hC1+YvO51r5ss+p6G3KssHQGnJz/5yR04EhPp3jWYDU2ydeKcd73rXR3gjNRmMjXKSF4kElC/853vdHxEOQ546qlPfWpnsWY0q+GxbBmTZSoPkRSxjCsZT0qIlaGiZNRZZUzASUZXRvK0Ndo2qTTuuBdEBN8oWvHwhz88PeemN73pZCNpM/Rx+znGRnmIPve5z02e9rSndREXeXV1T0qWn1Vu9X41mSq7vnuc+2hTjqIq5KebFEoUGILOOOOMDkX3FfqTYnzQgx7UfTSd9H73u9/kxS9+8eSZz3zm2tRSAROFBd/3vvd1qFWIU8dvBCl8KMZ++ctfvs5FqXt10n3LAxAp7pPlJJJyv9Od7rS0fje68oUvFJKTF1SyoplkhM4120UkOenjKfEp3k8nGTUbQQrFfe973+tmIsloghSidEKvDJUxebjl0Y6DaqNti8Sr7lXSu9b401flWwBZ4WKB8yEy8a1vfasDBg7OhsiEeO3jH/94B/5r3qcM9K2qj8sgeaA++clPdk4POT+gqFs0zmlcHyq3uj+97yOOOGKu/m3KKo93v/vdu62Ut9MrXvGKbqsp9yWKUxhVB0oxVz0w5RNB++yzTxcPVZhC1qOQrPZtBAkBR6+byi2I4Z1k8auMgvJRIAlUtH51nEJzmmru9+yu3EaNIoBX3t/LXvayyZ//+Z93xsWzn/3sDnSgoFQCQNN/TzvttCpPSX7lyf3f//3fdf+XvDTLJixMlzF919RvJ4VGVJrgne985+SnP/3p2n6VGqEkglvEkk+VU4mk3Mlo+DTavKRcv6h7RTFfJuMr5dspuiHQ0ScTyqnzPFuV5ymF0px0DfGrR04g52k5DSLfraqPq5LbDBfoOAHDf/7nf+7678BJHiYnOVJ0vJ5lbFe/sxII25Tn6WY3u1nnidFLEzMoUU+KWJajksJU7bREynFSqEoWoWpa/N///V8XjhPg8qRSkaxQkuMyJbgqUh0MhdgUrhPQE0CSVauaI05Pf/rTO7CnEIRCfRKWt771rV1MWSAKa0HA6Y1vfOPkoQ996OSXf/mXu4FQFojyPpTPomczT4iy0ZWLlDPwx3/8x51cqZaNSPyh5EmFtf7nf/6nC99pkLn1rW/dJU8/9rGP7bxR8gaLXxX+/sY3vrHGp+JnGSQKjYtPJcuybFW3ZdWkMJ0sToUcFaqTfGgwyeoxyeC4z33u08mI6s/pGD0LgSoHVNJJqukkL52MGekdeeVkFSuZXMDME28bbV5Sxft73/veHb+Kl6VjlSercaiPZGxITpTjJ5mQ/pYuVn6cdLi+i/Sf+Ehjzle+8pUuMVsyooTsPpJcSpe/5jWv6fiLkJVql7nMarKCrikngwwBeVfUr1X0cRkkOb3tbW87+au/+qvOCaB8yk984hPd+4qkek76T3IrXSbDBrl1Z4P0gGrOybOunDbhCeECtal6bsr1lJ4YRNMNmBr64x//uHeK489//vOu/sJ1rnOd6dWudrWuRoWmIPs06axUgaY7qvaMSh9oarPqNqn2kk+5hjQlWzVcNF3zZz/72aB7KJUqyMojaJrmPe5xjyvs1/mPf/zj136rtsQjH/nIrtaE6l/c5S536Uod6Pw49VRlClT3QvemKdWabv2a17yma1OlCGJf1ZbuT7U79CxUL+TLX/7yoHttdNUoVaCaa9e4xjW6abxO//Iv/9Idp5pO0A9/+MOu5prKA0guVbNFNaI++MEPrjtXdaIkF+I7HfPCF75w+ra3vW2uUgUuMyK1o/2qI9V339/5znemd7rTnTr5kpypXIemoseyISLVZlP9NMmY6jt95CMf6erCaV8k1Z5RLRxNu9YzVKkD1cg59dRTq/fYaOMJPhNvqN6X3p/Ggyc84QlXGA8y/oPOOOOM7j+NUZIJyYbKeog3nDQtX2URNKVePKiaRZS26KvzdNlll3V8Lh5UHTPVm1LNp6985Strx2jM0NgnXlSbPnYsuo9jShUMGQNL8qzahiplpNI7Gsce+MAHdrKl42JZoU9+8pNdiRU9H411b33rW6dPecpTOh0U6UMf+tD01re+dVfeQR89V/Xnu9/97nQobfNr281Dcq8LoWsa59ve9rbJtkpKNFc4RZbxVak8fqNGqyIlq8p7G/OkGm27JG+FwjcKXW1Uykaj5ZI8S1rtIMvBnJc2Zc7TqkgxUgmOJ5FudorLSShGK9eqwikNODVqNB8pPCCjKi77oJBkbVHURo0aba6xUYBJtauWJbebMudp2fTFL36xy71QntPNb37ztTXAtgVSKQMxg2YhKt9EHjMVFy3V3mnUqNFwUk6Ukk81tVteaa179qY3vanLo4zFfRs1arR5SDmYrIOnmlXK+9WEMeVgLoOukuBJD1VJgXLFazHDbYk0I0KzIZSAqwRxJYQLQCmxrlGjRvORCvYq8VYTMeSVVrK7Jpso6TZO4GjUqNHmISXSq/TQ6aef3i1+LEeDJoCUCmLOS1fpnKdGjRo1atSoUaOxdJXOeWrUqFGjRo0aNRpLDTw1atSoUaNGjRqNoAaeGjVq1KhRo0aNlpUwrvXWVOJdFUk1W01bVTpV2pSmyetDlWtSqVSZuFRmXaTjdYy2fEr74+/44f+49Q99LLWZnevfvd/xE/sdt5D/Lt1D6f++ex/yLPSdD++Fj/b5wsH8Znkb/dY6QpzbaDnUZK3JWpO15ZOWJIJUouKHP/xht76jliWhZAXvS5Txiu/3/+JxfXw0lO+y84bKb0n+432UjqnJ4tDzoSHPrrSt9YF35TpQulMfVR7Xe+WdSkdpbUp91zq42mqFgYWCJzWqi19yySVdPQUxmKbIqzP6T0IflYQrdGdAX3iwpMQ4dxEKzdvy39k1suNLL55jY99L1x6i0Gf9lO6rtnWl7MxUUuhiOi1Bsccee6wp9kaLpyZrTdaarK2GkBcNnPrIaBFwktwxyPo7ywZtp9LgX+Ojsbw3hidjX4eAp9r32JYoyirbTI6z59P3f62NrA9O/v6kP6VXHRRLxjKwtXDwJGWuhUK1DozWkVFNFBhMnciUBDeG1ewdrD0kUWSIEvrv++7b2EZ8+CXGz/bVXm52DfbVrlljRP+O0h0qiJnQMBDjyeD9cTyeA/7TsVrVW+sHab0jlXpotHhqstZkrcna6kpTSNZOOumkzrurddDOOuusbp97KOKi0tl3p2wwr/F5/H/ofxkAGXp8n0wt6tq1Y/13n7zOqhf08ffoXl8ZJaour5IkWntTunUojfY8aQmQ8847r6uBogVFozUcH4qjOp3v+0ovIT6EqIyzh9W3jwdIH0oKPV6/1n7GaNnx0e0ereHsnmrXdWXr+7JrliwRmEjMggXsYRaYi9/6TwXHtNjyUUcddYUqzI0WR03Wmqw1WVsN6TlLruR1krdJ8qbF6EvgKX73bR8NBR+l30OPqV1jSBtRhsa2sWWArin1dSh4GmqIuQxC7vVVyE56Sh5eLYRc6vNc4IlGxVD6IOAoAZgK15jfAB3uU8x+c2OI6w29B/+dnVvKFynty+6rdM6QfsW2ImP6f0Ms68hI2cAEMxEb1m9cmn69Qw89dHL00Uc3hb5EarLWZE3UZG01pHeiQZTcF+WbAZ6iFzcDU2NlaiyoGHsvi/x/aF/HHpv9H+Vo7LZmJEWAxvEqpql3rXDtEUcc0enZpVUYR+DdYtIWRd6nzIdQVFpDqe8cj1lnx/e5Y2O//IWUhGmWAav2P9fiHYxlrqjUuRYKXe9RHwZsrsVgfc1rXrNjNllqjZZLTdaarDVZWy5l+YKeXOzgqQScary9DICz6PNqbQxpc8uCAFvftvZfyaudyaR7o/V+JXvyOvKul+J54sLx4gh7tIR1nHcobksPdUwcubZ/7LHzIH0UrSv37OUPuWafQhd5Hkbmao3Xj8fxDlES5Frw3rCG/T1KiXuCa6PlUJO1+jlN1hotiuRxEEBlQWhkK4L70of/x1CfzM1izMQ2Fnn+osBRicYYJVHekTEMHCcdm6U3uEHqbYkH9BlKc0snNwNa95vjkyn0WS3eGvW1uWyL3JV6vGbJMzC0T/G4bBZR6ZzMEvbz3UvAx5Nao5XMOY1WS03WrnhOk7VG85AbItHLJBoCmlbxfvrC79lxkTJwke2L5/SF1qcj/18EwHO9VgKd/q6yY+J/GDdLA0+4NYXSqUWSIUKOhTn9pvmvzxrm+MzSq/VvzEteJg1F8UOYqWQ1R+aO91tifmcSlLe3oXcc3y8K3pmy0fKoydpwarLWaB7KwFOfx0lUezdjvbpD3/OsRkt2Xl9bJWA0HXFeDaBFIMT/GUDKtsiIG48lucz64R/XnwufbeeM48zmVlQ8vpSbER9i6ZrxRWQDRzyn7yVnL6HW5hDqQ9ela5QUfJ+lUWOo2E6NaaIyd4KReH+ZC7TR4qnJWp2arDVaBmXAqAaexoCoEt8skhbZ9qKAU42GyNKQbQ0o9T33GjBeuOcJi4ikR0d8Ilyg7NexzCQZOlPHlV/2ve+8+D2SP1jfLpIyRZr1q6RwS79LTDHUWuZcr1bNb3k4eLd+LZ/2Dtof46FoNBs1WRtGTdYazUNueAwdRMcMssvkfacSb87a1rKA05ZCmM3314BS3F8DV54L5TXs0JdxYsAYGuV54gYRereknPk8IYtjs8J9tev4Tcb9Q/taskD72hpyfKlfYwYgP26oVVJC1UOO9328J67n8d5o9WbPs1nFy6Mma/kxTdYaLYsyD0TpE88rtTeUhnh2h54/FgAswhM1BnANMdJqYMiv1SfDDq6y/1yXxrp4CwVPXID8C2rQYBFz0yhy72ScvVCjIUptmeia/bMwZGkwyij+N/SeeMbOFDUFm+3nHcV3Rc0Zn4XAoOzrAvlMr0aLpyZr49prstZoHnJQvRHXzmgj+rIRtGVFhoG/Xwde0eu4NM8TAu2f6HomgSt2uoY2o2WZIc0hll881tuO9+Lb2I/4X/ZQS6i2pNTHKOzSS4zPo6/tqPD9HC8UFvudDRb6+KyUptCXR03WrthGk7VGy6ToHWy0uWnLQBkv6ULXlbPK2GDwhOL22jN0KMaKXSHEjkXFEff57yyUkNVzyM5bFsWBojRw9CnbmtLus6JrCrwUOsj6Ft+dK2+vfsyAHd9/o+VQk7X112iy1mRtWeS8M/ZZ94H+sW2MPaYk06Xjxlx7DF9n1Ceztf9KIbrYdomydqN+W4S3cTB4QrBdqLMcjGh5RTTfZy3WbsbjkkOt3OzYRSijoYo8u1aGcoda+Ys4BkKhQ/5O9Z9CRtqqAivKxd9/o+VQk7X8Wk3WGi2L+jybjbZ9mia6cSXgiQtlLq4+xqu5x4det9RO3+9SX9yadyQ6FM1727Ff/rsv/OFWvivT6FWIW08U9uN9kPXjaRfLlv/8+Jhf4ZWR3dsR2220eGqylvetyVqjRdPQ5+t81jf4rgJ4lbxBi+hLn1dqOqPHqeQN9zbHtpHphayvme7ou9eF1nkqJVdFxeHbMZ3se1BDlGPffYhQbCy6mbkKvf99183uv/R/pOhJ4Dm7woXi/7QrZeyuZ/rvgwT37X3ButVyEFQ1RqlzLDODfOBotDxqstZkrcnaasjfa8kYGAKWrkq0DL6cBmMqGjR955V0pP/v79GvMyutZPGkGqosoU4/JqOaFTzkgbiSEsXqzVBUkPGaQ1y9sd14TX8mUTFzvv/v7foxkfkiE2LZuqWM0sdSjteKU+SHPt9GG0NN1pqsNRpH8w6isa1VnbcMYF0z1IYcNx3oLY3/Z78zb3DpnEzXsT/qvZrxNoZmWp5l0QI9VDGWEO/Q/vjDi+EQlFm0glFoyknwBNoxjBv7zXRy8htYzZupydqvaenR+vRlHHwhUSfuK1rY3IcWwfQlPPjoemoT5c61+M8Hm2XwQKMrUpO1JmtN1pZLDnzbbLvV0JaBuYslADWPPug7dqlFMuelUjsl91vf+RFp1q7jCtBd8ByfufZmKThYuz+unSlGKU5WWNcHy5V+6zu1ftjG6ercH6ES/63jd9ppp3WDmSv+eP/Ruvb7aOGE5VGTtSZrfh9N1jYnZR7OIccugyLQKMnq2L6Ujt0ygidLYKj236zAaR5jY6ycjU4YXyZ5+0NuZIwyR7nJ0vRlLH72s5+tFSTM8hZkEY7pU19/UcYiroulKmWrfjHTCuvYZ175SutYS7QjwqLFWsby5n523HHH7voo8osvvngtB8MLLGrreRjuQWgzgJZPTdaarPEcm6w1qpGHnuNEiMxIWQZNCzNt/eOh8wiM+C8aIn3hvXhfboBlxpjLXPxvrKEyl+dpyAspvbjauUOs4jFK3V+SlJk+Up4cJ2WY5ScMvT+/Rh9Sjy/Sz2cNM5FbwSjyiMpFfjxt+vPjWAYst7B5Hl6MD6vbGXrIjK9Gi6Mma/XrN1lrtCiqeWgW0e6yKQKTyKMOxp1P5+3fNMhijUcd2NXAE7KnD2F2+hoNk5IOQoZqNepqtBTwRAdXgWQzFBv/H/Mb0svZZZddOotwjz326K5x/vnnd9bgOeec021L9xaVWF8fa32PiBjmkQWrvilXQn2RIGC9MzMHpYvy33nnnbvv2orBzjvvvM6Cl5WrY7GKtQ8GpF22hC0uuuiirm0Paeh48jGwyJtCXz41WWuy1mRtNZR5aVYFfhZBgCbxjHjaAQT5gxgt3NsiANRQQOfe3AieHEDRfxlbe++995r3SbIkedE9SFYjEHRZx4NMioCHyjm+BMCWFrZbxIOOnS4pziHXG6rE43/+Ygkt6DdMF5nM+5S1O7S/GXFuLJjnn+iGBFFrKyY74IADur5LoWsg+OlPf9oxWGTQ3Xbbbd19R2vEn02NuZoiXz41WcvbbbLWaJmUeVBLxw3xwq6KnPcAKd5HgLz+97zDRQKoacHA8b65VzcLy2FgyOgSeCKEhzFC/102dLyH15UaINmk6Cz7h/Q19mdpnqdlKPNZaWhbfhyKUYpO+/US9MBlTUohypqUcudhZsqPNsc8cH/xnKtr66PfujaLwYpRsNBhGicp8/ve976Ta1zjGh3DnXHGGZOTTjqps/BJclW/xVxHHnnkZM899+wQvNo88cQTJ2eddda6+5P1688q5l24YMbwQqPFUpO1JmtN1lZHDt63RdDqnhtmc4qY8XnhhReueW4o0LpsALXFAJ0+MkAAO8x6dR2n/655zWtO9t9//8nRRx/d/RbJSPnSl740ueCCC9aMGt2n7nG//fab7Lrrrt09S15OOeWUydlnn92dI/nD80b/XCf6vc/y3mf2PA154Iu0oBd1DT1I3Hq4O0W47PWCQbjx5WbWb2S+eQQPRSnLVkoaRU+fuY4EQIzETCF9yC9xa5cBS/e07777TvbZZ581hS6lL4FiAMkEiX1+z7MO6I2GU5O1JmtN1lZDkef6vKqb+X24nHg5EPEz4WDn7WUAqJrXCVnTVgYI148hcv2vj2RN/SUk6eE/ZE0eKn0HlCFzhNNLNeUW8V7n8jxtZkbKCASuB+uKUA8dV7teiP7/yU9+0rkA9cEizdD1WGuYc0QgYuK49OWXf/mXJze60Y0m17nOdbqPLAZcl/r+ox/9aPKpT32qQ9zHHnvsWk6F0Lb6L/R+5plndm3d7na3mxxyyCGTww8/vMs9wSL54he/OPnud787+cEPfjA5/vjj1/rmBQNhaH5jpW+r1tm2RE3Wmqw1WducIGqzEPLgM0CRH4EP8vREeHtlCJDnFydvLIt22GGHzlN0gxvcoPtc73rXmxxxxBFr4En9ka6QHB1zzDEdsEL+zj333O4/HYf3Su0dddRRk7322mty7Wtfe7L77rt37et/GS4nnHBCJ2/SJzrP0wNKzxEQN+a9Ly3nKTt+TBvLYF4epJQUW68yTF4G7k89TM9pyAYy9s9rBbvA6tpiCKFqhQtwt9JHfZdyFhOJ8XBjomyJJ2ur42QFk5BKkqqUvvaffPLJV3jWGVKPzNUU+vKoyVqTtSZrq6PoAcy+bwsACq8pszjhQX0AF+JhvFExmXrR9zsNsks+k0LaCrdxjECdgI5IRgq5kS6nnjMlmZIBJrmi5AigSvslz/q97AkXc9d5Wqbbb9GEgtZWLwsXOuEEvQS9XFyecvvpu6xMEtFmuU9eXnyJvnCou+2VC6I8CZH6AAo/+OCDJze+8Y07JC4rGWaTdXHQQQd1s5i+8pWvdP3Ufeg/DQgaGD73uc9NTj/99I5x9Z8s5Jvf/OYd2v/hD3+4ZukibHEAi1OsW+2Z5VKTtSZrTdYaDSHP6UHWfJan+EdAQ3zGDFPxr0Jc+h49UPPql2ngZWRK15QBob4ofEcYToBHxoX6LuCDx4x+K+x96qmnrnmxdQ86RzL3/e9/v5NbeZy0T9dTzpTa17FeO66PxgKthaxt1xdayPYP7eSichwgXiYPFQVPAT2QLfkYelHEULUt3U8taS72PbOg+S2GETPIXSnFS9xX/RMjMa2ZmDHMJGbxaansR4Dkrv3xj3/cHSOm0+Cgc3RMX1x4WxisryrUZG19f5usNZqHttWweGZQ4VHSb89xIkSNrIkHSab2nESXlUU+j+lWECVZExASiFJSN/Kl/gg88dt1g2QGb5p7rbknAS7Jm2QUDxtJ82N12NISxmdlts3InHqRsnD18KWkycnQS0KRS+kJyeJ21+wa6mY4mi0p8BrB6O4uZaaOXrws4eOOO667vj7qoz63utWtOoQtxSyLASbXeULs2icG1UduUfVblrOsa1nP2idmw9LQM/CBzOtqOOEd8Ho0bQbQ8qnJWpO1JmuroW35OXteH/zGBAX4nBpj4l34S94dGQ6ALbzDzI5dhAdqagnrmgkn4KRZqpo9B48rf+lOd7pTl/tIPiIgiP7Snu4DQKV7FehSuFzGCcshjcld8qR2DxMuzfNUukBfB0ox/HnyGGZ5yeRjgGiJu7JMg8dQWRxUShGln/VhzD1meRx851pC02JsMYuEQMr6sMMO65C7rAZc+pxHQi7Mw4wgEmCZ5SDmlcJ3T0DW13h/8zBZo9mpydoV+zDmHpusNRqaA7ctP2cHUMictuJlEbPsMF4o9CqAT5FXks4X7YH6xVYPtGRJ15K8KYRNSQWBHxkXyAqeJTy61IXjP5cLVi+gDIIX0RxqTM6a8zUaPHnxOI/FI+x9We0eV/TjMqsyU/SZ8hxC8Zr0nVkHciMyhRoLGTentkK4+l8KUR8YIj4bvz+v0xJL5/vsGq/pIuVLvYvIQEzP9ErI9I+6FnJfap8sZgmGhESzEhRr1v/6Tv0MMSvCg7DxXr3fOl73SvGx+O4bLYearDVZa7K2GsoA1CJC16sk5yNCcuJV8ZL41D2/4nlCXeI5GQoi8aYvLzQLgNoSwue0RZ4f+7zUBzmOkiF5opUviJeJvC0Rk0rwTuEtxPNEzmQshJv1sabvFgqe/EFExTzkwqUbGKLUYzv+csa457wf/PZS7tSGkKJkH8pWjKZz9b9eEDkPtf7FPmbPiOfoSpTYrdeTEbH8gw8Y/E+uCPVqcMciHFgjYk4NDF5EDFdvfFZ8p2/M0Gi0XGqy1mStydrmo0V5YlbpgUJ2qHmEdwkjgdCyeJqp/V6RfFZP9ZagN5A3ETlWtM3kEhbm9hxCdALGD+BO5LPpAFrM2otgeKzuWlnC+BByV3QJEWYu7eymay7Fkls8tsWL9P7o5bH+llCsXpJQMOtzCd1yD3L3K0abzeiJSs/LzIsccceV5L0Ntzp17GmnnTb57Gc/26F0We/qj6x0HUd9D1m7CIu2ii2r7sV1r3vdrv4Mg4Lq16jujGYx+Iru/qx4xsTC8RBs6y7uKzs1WWuy1mg+r9O2DqDcA6XvCpWJbwXoJWvMBNXsUGamiaiphKHjoGdR+mjL1q36IfmSrP3v//7vGlCSXCnfkBl3Ol46Qh/WuJNMyStNTTU8zcphVC01yRozCUt6yZ+X93PTgSdRKYTg//n+GpMOccVl18mui0CgCCnwR1KdzwpgGjWxZA9NoKRLfUIxUseC39HD4Ezmz0yDiKZmiphF4Va9jtEApD6qvxIWJcNq4FFhMgkKCbEKNUih4+J0CyMOJl7TxgeYRpuXmqw1WWs0nK5sIDV6oFzWxFeUBBAP6yNQIg8peVCc2wcYpwM8Uy5rfiyTQuS5lewwk5WaaugENyYAdUzkUJFMQutqT4aOAJSAVVyaJfY7vvOVg6chD84fcB8K9GPGUklpZ/3xY1yZismoxKoHr5dHcS8hX71cjwnreEfrfl/R8s/isPHlUUyQ9uiv9ou5VSeG46SYldhKoqoseaF4MSPn6D7Ux49//ONrU6zVro4jQVf3SC4G/cAyxxrWbyxpQhyNVktN1pqsNVoOxYFzllDVvNePNC+Yc94HSIhvxXssSYSsyROl/1miSMCEyRIug7FfWwrPKeqeqJeQOZFkTTNsBZ4k37qO6qRJVvRbfZacSb4IMwo86fcXvvCFtfpO+ijfUOtIAgSHhr8zcLfUCuPRDRf3c17JvT/mekOZa1bXKy8UZtFLE6HgiauK2Zg9pC3uUJRq1mdH8H7tPib0RFlqWmC9kviHlcBCq0LcJP9RzwNm9Kqyug+qzurjq1BDoHkUPwqdcxoth5qsNVlrsrYaqnkvx3h1x1JJjkvyMitxLrl28Ki2eJ2YIOGz4sSDgH+fuIKOmfZ4qqMhFwnZ8D6pHxT4lAdX4EnyLiBE3qAX9ZQ+kPxRr837y4LImfzHZ5N5n4fQ0k2aITHiPoVPngCzXTiGl+oIs6/Gg1u+2bUgQgVSkvQBJYZSZ8q12uAlE8fVPl+bKrseLnyffukKnHMoGBZJjPPNb35zrV8ksjINXMRsH6ZWw1AkyfrMHhJo+dAHQhYeB2+0+ajJWpO1RrNRyTs7hH/HUhysY1K0Awvf1oDAkHtDdrRlkgOyBshXOE/8LPkSUawWYF/yQNWuyTnZc0QOvcSAtpI1yRMAivUvkR36wOw7jCz+61vPbhHevrkWBi51qGbJls6tIT6UCxYcROY9iiwmh9Xuw5NFo1WqDxauFDohBWYAUHGYonciZiqw6KKHArAi4zPw3AYsT1//y48hoY8+Y4l/61vfWruWjpMFgUJHcdO2D3gILM/Pn533i/fpA2hT6MunJmtN1pqsrYbiQL8K4r3Ds4AYwJMbKg6oxgIo9wIBgJisgazJUBLvMstVpD6JT6NHJ/LktMejS59rXivkAR0j+cajhEECcPOlZPxZRKDmz6sGfucJzy5lYeAhCnxoO6BjWWR6uXrZ7AdtkphJlVTc/DxsUS3umcW6YRZc9XqZYigUJlOcIaZVitnoG0o+zjZyQhm7ZYAw8exwoSJwJebR/3JtirhvrstzQWDZoszjwBMtc9pvSazLpyZrTdaarK2WxoZs/Lyx74frAJrF2+IHlveBxzxkjcfFQYRoiBfI/+d4ClLKYKFqPrImucdokFzBu8x0Y4Hsy0PeoV/Ln4sDGf7z5+3ACrmhJpRPFunzxtV+x/c16/te6MLAfTQW9flxKB0K2LGMA/tRuih0qgPzgp3BokJ3yy/2xZUZZe6ZCQRzsYXpOYY8CTEntSuyuhRO9A8rGqvblTbK1PMf4n2huL19LBcS7Qgh0C4C4DVqaJewBPvpwyottKsqNVlrstZkbTWUAfqx5w99Ry4D1A5jGr4MFmaHijBQ9CHci6zhjXJvZZ9XykEHdcd87TiKZkr2maggXhZf6roYFi6zv0i8UVEPxX5G4JQ99+iRZUu7Q++5do15abTnKbrsYof8hrL/5kHs/vB9Ki/VRnH7eXhBL59cg2zmQEnRQyBsysrrOmJ0lpXwXAvaVvVW+gNij9ar3z/nO7qmLT+H2UGuWL3ysj9vvz/aJxeDOHH8ZNaBtxVDH42WQ03Wmqw1WVsdRTkbSrPIVe3aAHY+gHqMApc1ZmxiNERQUwLdDmiQNcmX5EbGi+SMWa8uB3iAMDou2+qVcs9zyQvmvz33qQagItiqtdkHnDLd2fculuZ5GmoNlY7xGxra4ahsnMkikoWZ9MKxZnE5agvTRCWbEUxGgqqvx0MyKyhdx4npKIXPrB0sS59lE61Y3PWu0L0PfrznZUSLmWcKk6OEsdwROix7L8aX5VggKAi2bxstj5qsNVlrsrZ8cj5YlYcvyjYfPFGE8XziBAYDnl7JiPhORobLmucAxutFwM95+o73S8ewSLcDKV1T/cIDdclWMEVeVAROGW87iBm6dWOi5qWaFzjNQpumgEgNJWMB6oVh0WkLMmfZBPI1ULowIC50KVQS4Vh4tC9+G5ktfnQ8CpHFFpluLCakjz5DKC5e6IzHC48I3RWou2wRrph34XkcHM9z5ByEjP9p02cADXlPjbYtarLWZK1RP5UG6Xneiw/m8AA8TB4Sx3m5CmTNQ83ibWQNzyzeIABNJmt+X25AkJOnc7gmXl/91nHI9KVbPao+4xQvWMxxyu4/2/a9i+zY0rkl4BRBHPtmoZUvzyKqPbDMxYfiRCEyjRqXPuv06CWy1X6YwqcIKxlVW2K+SpjDDRoZzR8yipqPGAWXJ/2AsbCAUfBKxtPxqv+i/3RNn3XjCaqu0N1tn1kNvjhiDCkwS8GTeamUzArwXiAQhsc69mforuD4jhptPmqy1mSt0XBalmeiRO4R1XcvmgqviteYsOHeKHgNPvNCszpXJQi0RdaodxTLXrjnFI8Vi1sDynQtZF7X0m9t5QW+9NJLO4NF7avemXvBMFjci+vXLgGo2n+eN+WGTg0Ulq7B/1H/bMhsuz7XWAktxo77C3XiBVDTBQTMlrgrDOJJd1iRlHDXi8flTw6FXjbJcMxqcOWOcqUGi8ehfXYMCaKEM0juYwoz+Rk6Xv8hNChUnoE/p9LzdOsls2bc3ctziAzqFjbH+wyfaGHHgaXRcqjJWpO1Jmuro40Aqi6TAGZkjn3wPv+Ln6O3kpmn8JD24xVyD2ysjwRfxzIZyJpkHd5luSSugQf48ssvX+eJ0n7km2tG4BONpRK4GXKM6zL/zb7s/A3zPGWuuNrNZxQVdl/HeaHUpsDSI5SAFUpBLc0U0JY1clCmsljVFgyo49WmULMUK5Yqq7hj0dJnpm+LUbGMYVLQua7N/WEFoPTVFstNqHy8rqnCX9rKSiCGzPX6vAcoYJ2HAudZ8duVti9Iqr5g7fIbFy0DhLtveYae99JoudRkrclak7XVylmUj5q8lLy5YwhQ4SEwz42T3FDrTPwsnpdnlX0YKDpX/9Om+ElrvInfzzzzzLVljajP5mFq5BqQgzcL2eNaInma8EZfdtllneyrTfVLW8k3nihtKWrp3tY4aaSPxuq8eJ7/jtuoGzMeWBh46mOYWZjJ28wQZGzflZZbrjCF/8+MARC6CKQNg4ohWHoBZY9yJb+DAYGBhH7G+K7fE9dEocKY2s81SXRFaLJZQtHKLTFQfIZ978Zdnxni92cV/28zgJZPTdaarPn+RsulMQNnTTb75Kp2XfdsOtiAb/DKUvOMcLp7apE11q4j0RuPFHlJEMfjXfI+ed/oA6Bu+61GCh4obdU2WwwMvMzuQRsLUrJn5s+7JG+19xBlcRYjZTB4cjd/nL0Sj6t1WoQLEIrKqm/g8JozfhyWsRhKSlOIWTN1fLVmXjxbHac29tprr47RtEChcjRkees3ibAwmSfusfIzihrFzEehA7csWayQImTqpwYSVmcXYucYwiQwqc8+8ufLu4ju2Pj8/H+ef5xh4uETrF8PIXCsx94bLZ6arDVZa7K2OlpECGceQibhG5+0IX4Qn+JxlSdVPC1ZY0Ff8YdkTsfgkZI8qD1kDU8Us/TgR2Zz4uVCBrJQOd5QJpLstNNO3XHaSh7Jl1IfdC15gyVr8nqRm4XhFeVhHo/SrN5Z5BeZqxlMC08YdwW8SsYrud6Ix/KiRcRkUcqunGAeEeicwoD6D+vXpwz7gxbBCJ6UxzFY4ySNkgzIOSQEEmMmb4NaHvG5+mDqrkxnoOwcJ/8/azdaG3HwncW92Wh+arLWZK3RcmgzPOeSgZP1Cz73fEL4n3IDPiuVIpeE53xWnHuUvDQCfOqTGFwuReQ2kWvlOVe+jQabe6Cy/MMhVAJNUTZLBifyhv6YJcdw4RXGhx4TGTZ+zyhTRk4eShDSFUPIqhVjYR3vv//+62YJwTCs8YN1S5VgroVFC7Og6LGKPYGWj+LT6jPnwbi0LesBS1y/ZRULrcsq1swFT/ATOcN7zR1efnwW/ixLij4qb56hD2KexKvvul/PG2m0eGqy1mStydryCZ6L738jKYJqAAwzVeXJoYiseJhq+xgI2i/Pk3gIDxT5Sb5WHW0ie4Th8DZRWgTPlIcEt5isab/a0X9ULddW1yYfUX2WfpDniwkcDszGAtcSSHI5LXmTkD/PK8sWA1/KbLu+G61ZYjWEvwjk78IAOoUBRBQFoyw9zELMGEXJwEB7WLIgVE/o5BifIREVo45jwND/2u/Ws64vhQ5DEyrRd1HM93DhYr+7+7NnGcM1vgWF05YnreJFwHXMQNhoOdRkrclak7XV0Gb36kWDJ/IlYTZC0OJrPFGEvUWeP4jXyvkeWXIZclnjePcUbb/1OAwkJj3QL66FZxdPsIjweOneah4j36JrYgjOvdZu7Pg+csZYx5NUhKXOtpuFXNnQVrY/nhOPLx0Xj8WChUFY8kEIHUvVt1RVJfEU9yftsoK7o+XYT5hBv5l2yjphanu//fbr9lH3RoicdtXmAQcc0B2jfgqpa4aQLGMsjSzpLsbL/T8RDO4JuTC8ewNgHBjLvQUodD2bQw89dHLggQd2z63R8qjJWpO1JmvLp7Ghms0AoJALEsDFN+Jb8Yz4WPK07777dlt5f7QfgMPsPIiabNmMOJc1fceLSz7gLrvssrbVeczoQ9aoDwWg00xXHYPHV3qCyuju/SoZI2wdHMVQf8yb9DCjyxvHCDRJF8gjLX2gZ7aSnCe3wCITlh6A7/dzM8s5njNkMInHuBXpytQTWVHioE5XdLykWIuGa8VBjoGEsIH3gZfJ/0xXRil7Yii5GywzgXsV6zhSaUYO1j73ms1o4n+eQ02hSxgJuzRaHTVZa7LWaHMZKZsBSIl8Rqx4iCKXACuXgZhP6B5j/7iHVeSeKdqbWh0oER4m8q/wQHkSOuf7rFfaq4XxImhysIQXCdnCMMvAE55vZI2JLpI1yRkzGZcKnqJiHnP8UIXtUyf72o7uPtyHkF6MXpjcmySz6RhZmcSG3TqmyB5r+xDzjfVXPG6MAvdkWpap0HG8GFA+dXJ8+qjOI6SgmRSyPNVn4sbUs6GUv+dl6L5IxkWBizkIU3hFY6xhZyQKHtIe1jFMqN9C5/qovUaroSZrTdYaLZey0NG2AqAAIXhWxUPiX/EQM2DliRJ/ImteqR++9FAynle8QiLC6aKrbZVPZNUNAfEr4M09WtSJkpdH+U/SB/JGkcel/7w4L+QyRzgeTxqyRtFcXwkBmfJnBWCiTbx02qd+jcl9WliF8XnbGOs+9YcSr+FIMyp1FK3nHcA8xIrJ08Dl7m26y91RP205egZpg7IjqmZGBMf6C+aaMDfHM3B4wqnnhcBcLKuBa5V6N16AjZh4DCVEhe4oX8mClO5vtBxqstZkrcnaxtJYABVlpCQziyYPdQE4oqdJPAwAd8Dv8un5USKfsBG9Quy7bGteIkYF9+05Uw7I8EBxHOcim7Tn9+IywmQTCvJiqLBAOOCJMKXnL9Gm9ks+uT7lHnzZqZVXGJ/lXP8v24eydIYckpuRKfnI1FQLxip2xsJqBQXzwkDaVFBG+eJWh8mYLSRErWMUK6aKLMpRhAvSE16dUdwaRymLWWJ4xNvFCo7uTBjD/yeJ0OPAzqzxWOqL0M9Gy6Mma03WmqxtDEXe3+zkMggAYVadyHlK/MyySc7vGAF+7+gDQnnkIRKeu9iu4TyNQeKGCu0h8+qD5Etbyb48T6UcR/fIerg77o9hOw8f0pYMEs0C5h7Vl3322WfNWzXmvS/E8zT0vFks6hiyyHI2ZukryNanbLrl6tvoyoszZfiQV0FowWcpiHCpek6EW+bOfK5sYWAGnijcjvZhLj/fE+lcSbsCd4bkfD8Wd6cErpTz0Wgx1GTt/1GTtSZr27J8ZoPxsrxRtAsI0W+K2wroAHjwuPjsV5HLFzICqU3quHGtX2yVNWbrOU+L/Hz3OrsMiVgOxg0Unl0ETxgq0chDjt3b6yCO+5NR5BMwKOobUwRWUudpVoTu1ly0VKPCiA/KX9yYvmbkCgzF5aECXyXaK66StxCVpIcoFEN1xI67E7c+RJ4GfSZxjftV4q1yMVglvmSxOnO5NQzax/rwOLcXR+Mc/+3vBOuEdccaLY+arDVZa7K2fMpkYwg/zwKgSvI71Ktba4P/IkB3oC4iWdu9wF4+wENe8CbgCn2AkfLzrRMs8FrjcfWwuwO5GEpD1gSelAMFuUHiOgNZYx/XJI9S8iZ5IXRHXqGDOu3TcX4tPFTkTy4tYbz2QsdauzG0UFPoINKMeYai+8yaduXoH9qMMwCc6YjVuhJEycK0Ol/MwZIROh5U7H3xxDoYmDi018WhLzAUYQ63glHgrtixNIgRe9tu8bqS5/5ibQ/abLRcarLWZK3J2uYFUJk81mSm9B5L18zkp68fAIUIoLyfMRncPUF4efjtfO6A5hdbZc2TvOFxByteiw1ZQ4ZdHlzvAGiiN9f7wHUwUPbee+9O3uRF8oknrmPcmxyfvYf+V1KqYF7yjpIMhkJ0xuFmY2G8yCQZxQflyaK8BH3kyiOZzOtioFhhCB6yFLvitCSv6QXyIqljwzpDxJpFXkTQLVp9J/yAwsd1z3RlZi/Rd11XeRH0wQUIRc8zjQo9WibupnXmj96K0qDaaHNTk7Uma41y8me9yOfuYITQkr97BzR9oK3kvYrHw0+AcyYxIHP8Ro6QD0AU9aPUZ9bU4xxqqDFRYjtbWgnw5CFxKp4T1sNoIDlb15HHSNfBeKA97Y/5hIAq119R1tzT64DQ30d8rhhlPqlk04MnJx4MSaExriniJVCQD0bhQUWKD47pnN4ulqEYxKdw8pJ8FgIP2leV56FTEIwBwN2DIGuv0Oo5HDAj+RueMAvDcn++VIPOk1DAkN4u5znD89uFxgcXyOPO/O47ptG2Q03Wmqw1WgyV3o0bGwAN91C6vDif+pZ2StsMdCGnyBo8GGeluXeJPviySMgLwAjA4/e1w1awEY2vCHQowsk11QcKZ5LviNdH/dD/lA1AP/kz1HfC8eiAmFfoz6qP+jyDGw6e4gP27yhOKVUqELurkYcSGYWXGBGluyp5IChTZgdEFyUvIzIXL8fdlf5xSwUrWfkSaouqr0LRbnG6QgWh6ziYF/JBJQ4uoG/6zXRmZkLQb7fm+Z/B0J9dhsjdGna3J32Myb2NNgc1WWuy1mh2miWfqfQfIMO9pAB4D41xfOQPBwIuZ55gnYXk4WO8ogB7+BzDJfNkOSAU/yo3iTUWkbUdzNsbw3r8Rr7dAMNTi0dW5CVCdL7axVDhOO7b+89zdf21StowiYwKGKYClboSBXWydSZzqxlC+fGyPMnN8xi8bRjacxHY75aCL6ro05hxdzJo+CKJWLa4Gn0tIBFWeAyVIAB+73wQBArzed0O3LaeWwFFRs4GRJ5PKXemL4G40eaiJmtN1hrNn/MUQYpTzfvEIA9ogI88KTvySPSCxJAvYIM+uXyIPB/PwYYbKj4bDQMFefPngQdWIErnS/auvtWA8FIHHpbk2j5Bg+cR8xBd16CboqHCMwBMeT4T57oXzA3AZdFMCeP+osYgvsw9zXeUorvpPdELd6crW/Z7kTCUFcf5rJwYDnBmg8lA6uyPJdt1PgicQYc+uNtTxHWZLkoRQKxof+ksqqh2GTRYuwhiYKBtETMeotUi60DfZZlHoUThu9BGIY7vSv/FfjdaLjVZa7LWZG3bpwi6HJS7ERHBR+ZRgncAEZ4/hazxG6DiXiDaJmeQ/rkn1vnbwRn/oysuszwpPMVuaLleiABNQMzl0w0SUUxk53xkNHrt0FNxIkY0AEuyNAvQmgk81RB4jWpoEKUWk0xd0XgBLH84jph5kSgtFDSxU33X8VJ0KE1dy5dYQKkSf1UbzkRYubLaeVE+oJBPoWuIsJJ94KF/bq2DyCGdLybDWuYZ+POPgwfPmKJjjuidkbysPoLLIBWtGtoXcb9NoS+fmqw1WWuythqaVc6GtBnlOIILz91zWcuMJwCCh4ppS8c4/4viDFD4krA9/aR8gXunnDeZVefh+Mus+njWTw9/67fO40Mh21jWgHa8SnoMIcZCmiKenZcpyLxTbozM+75HFcnsu1ifqyyiaAiFrDyGmJXvyBz3Ogsg8vG2sdz8gXGNiKLjPhEDAlY5JerXHtjWWTW+XpVPq3TLHmbTbw9r0DZ95HlgoTMgaB/KXIOHfjMVmza8GJq/J+6HvvkghwAiJK7Q3XNAvxhYPZ+j0fKoydr/T03Wmqwtm6JXdhHtuHzC1yIWyoY3mLDA1ktmuEcJ8pCwX9dnl7pBxP8uh4CbaPy4wYQOgJ/RB8gM2+2CERGXRILoH6AJg4ZrkUyO/OujZ6XryqihbYCbfnuelYcnadNBaClc7s+X5zKGBxae8zSkA3TYla0eih4UqNYT63gwPjsmur+zfa58/AXyMtwi4MXHWUbkVPDwnclRgr6ujit2QgJS7G7pu7L25wDjcB6xalkJigGLZOXG+9B3MRv9VnueV+LP23MzXLHzie7N6E6G3MXaaGOoyVqTtUbzU+YdWlSbIniMKfkYLeJVcojgdfdKRlkDyMRB3z2xbnzgFRIBWNgyy83l2OUserf8eg5kfrE1lJbJOeReYt2zhy3JP/RZsjpOsof8xhpM6ovPbEXuyJGKHjw37FyOSt9XBp5c+PsYr6QEeNg+O0U3jlLD+iWnAEZya87jnD6rwJkwInLfEhsG1YKuYfbIaO6SFPNgSYDY/X48V8LRcuYi5Zn6c3ArFYZg6qhmJSCMHhqJrl8Ym2fKe3OGdCvEreDIgIt2bzcaRk3Wmqw1Wo189XkpoCFyiEdU/IK3R++aIrCSNXjP+TR+3KviZQ/oG9eCr/AmYQxFDzH86TyKAUM4HVCDDLk397KtQI3z3WPl3h/apm9uTAB4CLdRUV9bf2Yx9M99RM+2v8donNTAkp+76WbbZUzmCkU3z/o7oGIUGco2ugs9SQym8++unOJ1+Z8X6dMqtUUBql9Cy9HKduXKAEItDW2dyXDVxmJ6sf/uAvX79Ngt15J1LAHSitC6hqwarGIPNYjcRRunbsfwjseG/ZqNth1qstZkrdHstEgvn3s/4Qtkj/ef8Xo0UjwRGtlz4ya2xfHM7GPL/+qTAxzumzbhffE9YTXyETFQLtsKnjzXMeZweSkB2vB7xejgGvSTYrfSB7qOPFG67rnnnrtuGRX3XGM0OWBaxjtdSs7T0HZcaWX/RxTpcVpHnSVmc2WfueycyTiPJFIYlf6R3xBDGBC/eck6LlrtEfGjaLHQnWlL6Njj1eqf6tnA/FgQIhB7nDnB/bhLM7p++fh+kH3GkI2WQ03Wmqw1WVsNLdqz12e4uKzFUFqUtWg0RJDtMhf5H94jJAYvu2zBb+4dom94xgiD4yFzcLK95RG6HGAs+b16P9kX5dPD8iSQ49kV0Q9PGKcvWpaFEJ7rgChLNbmKBs7SZtvNQ5lL38lzIkRC6n4uVEKXznTOVBzjLxOGklUpxKwX5gW8UOpekwM3KFauX8vd/1rOQW1q3R1H4H5eRPvejuduqA9YMELlBxxwQPedWQu4QCkSyH3CyKBzdx3zPGD8aCWz392t/iwbLZearDVZa7K2fIqAdlHGi7fvWwBDn2xFQOMfB1oOuOBrgATLskgOKAXiXt8oBw7gadO9Xm5M7LHHHuv6yOQL9yZFg4VrcB28V8zWdZkilK+t9sdnkz2zDAgui0Z5nhZFUSkPiRsP2R9/uysPho3M6C+RnAvaycIQruT8OrEPrmyxqGMdD3dbYnl6H312Av1064NzavFev45I5/l13CKI1j7nxOfm20aLpyZr/+8aTdaarG0EjfX+9cnHrB5j+uJ9cm9VBFOeM0iIDePAZ7zGfrpcRJAHCIKYqXvJ1hmuJJRHw8YNA5c5jCFfnsU9aVEW/P4yb5JT/H+ZMrTDRro4ebiz3lh8MP7S/UVxjF+H/0HTcvvhEsQijhn7GTKP7XE/uu4FF1zQMZraYAq0rkVSnJ/LjAxnPp1//vnnrw04QubqJxa8T+3EUnZGxUrWllhy6RnGMALkbTUlvjpqstZkrdHqaSOefSmknlHmcfEP/AxwkiyIvAhm9FpxvegRYz9ySn4RoUCR2peceM5TFs7zFADlCpLDJACmnMJ99tlnLZTvwDEaF3G76Hc1pr3RnqdlKfV5EXpU6tkx2X5348dk2GzKaAn9Zm5OZhCQcKoPA4W/fNqBQZ25PVcD4RAxAHCOx8/9/rw2R3Rrxv77O/b/MkadZyBuVKcma03WmqythqLnZbNTnyfZf8ccKZc1PlHGdH4Mu7u8AZKuttUwIRSYFaWEl92b5eHzEohzih7iTA/581glzeR5moXJ4ovOrK4+tB0tt6F9ig/clTkMoNiwFK9iq2IG1taJis9RNX2CEWAcCvsp/4IVop1ZIyOhkMm1YDCgArPQudA6A4TOl5WMdYH7U+RMiULXb6age1JdjA9nzz0qcd82hb48arLWZM23TdaWQ9Hjsq2AqFJ4jw9gRrIl3pasUcPMayF52Nxljfb8P2bfIWt777332jXc4HHvl4gcQJ+Fp/+9vhXXxquLrGKIeD8dcLn8rZqWnvMUEaO3NcQSjsp8XnLLkhfHshAoYrdc4yASkTVo3NE9C0AynRrF6cmjpTwH9tMeStv/93o2bg2LUOCurD3u3PesSxZxo9VRk7Uma402D83jsV0FRQ8RAIXFvyUjfHcvETzvITWXNf+IxwFPCtNd3dqo9cd52/voYEvkSz55/pZXLY/6aRmgacx7XnjOU82inYcBF2kRuBWsmTRSvAcddFC3JW7L7B1epNdyEYHidQxWK/UuYoEvxXdhDBEViUHgXoNGW19fS9cmkZUKxyLVmuFc9nuiK/Vt3ErnmljUQ5959GJEC6XR4qnJWpO1JmuroRhSjb9L4eiNJve8wHOSB/H0fvvt131H1uSRJT/JgY/LiggvLAUrkTW1jYziVbp4a+K4PLV4uxwU+bEYUF4Tzhfldq8TckRSOveqD3KLHNN2KUS+TJ03U6mCeY9ZJRM62vUXAyIXY+kDOseydas3ukZxYYLkcc+zZUV3tywdRZMb4YmsbrWioP2DlYtFLYZDscblKGBMLAoPXcDwXMuZLVPe/r7cfdss5eVTk7Uma03WNh/Fd7UR1+eD3JAziIdJwIcP3lmO8XxDb9ONicxQYYkj0eVbQY/PQEXmvFYZsubGCPKp831FAAAYckTYLspOBpoieMpC4Nxn/E57SwdPs5Irt6yTGWKc1wKmBgxWIJaqvsvaFZMcfPDB3T5yJaTwfAolCh3FKuUPQxLDxcWoc7FK/b5Ys8jrv/DyWdla33U+MxHULswl9K0CZbquC67apMIyipq2YvFAGNwRuz9bV/AxWVek87D+FevGNdxo81GTtSZrjYaTe/02m3fJKYbm8AYxg9VlTV5eyY34h2PgTxHghPvFEPG8KLy2nnvI+dtvNYo8rI0HydsTSc4kIz5jTx+KcPqMPWbM4rEFPDlYEmX5WVnY0e8RAwc9gjeMdTI5jhmKKwFP0aVZcnGuijFj7BfUrBcKY2iLReyrtscYrIiXEGtgkMzmCpBj3WUZhTLW3HAr2FeWR6Gj1MU42nKsJ8UySLjV7gqZ67l1X1PonkDIwMN1Waai0eqpyVqTtUZXLXIPiecfxZw/Jl9oi3c3zjiNclDiTffe+mxTz1P6hckpx/PdZQ6g5J5d32Kc6L6YxIGXytv0Z1F6Rh4+d9njg5GH7FFyIU5OWTh4ylzOfTeTKXEvOifKiurNQjwQ3JbM7GFaJcgcK9KVFnFgIV9citqyejN9kqUqJO1Jb7g/UZgkoOqajnR5Frg1fcqzJ8yp5oyuoT44msdaBu37tWFuLG6fWo2i5tnH8ALvIz5H+g3DyTqQMldNjhZKWC41WWuy1mRtNZSFcjaSXDZjaI6wnGSNLbKG4cIsVA/RoQMIteFtgX/dC/uTn/xkTa68P55XtV2QRe87oWa8Rsxg1bp0mrnqBgr8zoxW5BQPE/oPHYG3OYbzHFhGb5kbTDxDztFzOvDAA7t9kjUP7y8MPA1hqpKSj0rdmWOshVwbQByV66G4C5KtmA3ELsK6dMsRtMxL8sQ6r/OSKURePOfA0DFUEi1l/4hRxGzqG/kWJNDFZFYYBMWNcHhSKwONKFohxL5LCp0ta5Cx5lCj5VGTtSZrTdZWS1koe+z5mVwOlbkI4DykC4+TjyQjQ6UH9J3JFpI1jnMwAbk3FF7UdzcAWDvO5YB7oE/w5PbmwaHPAJYou7Qtg0QAjXCdzpeewAMVPcxcWx8MLaqac7w/owieHAhxj+RwcT/SVfr4tYfSDhuNqkXRXQbDlRgPxvAcC14E4QFZbtrCXNSSIZeBFyrFqYcG2mbFdF6GLFMRbkdHy6B6X+SULSEFXJ7RWtd3GAFFSfVWMdjZZ5+9Zg1zb+6F8K1bv77idBTkTKhiyMA/0RpW26xJ1mjzU5O1JmuN+qkUwhpC8xolzgMAAfKZkDUPw0nWJFfkMrmBonMBFSzoKwIkAZ70Oe+889a8Q14ewAtoMrvOgT1Gw3Zb6zTRPl4cruUGFtcQAJLMA57cmIjhPk9C5368TAjbmCgeC+3G0Dl6h+PVJ+krXUeepzG00DpPfYwUkX3Nas7aydyYuOFiDRk9EBS7mJCENBQSzMWHpE+SWFFmvHhitFzTp3f6TCH6h0tU5Ezsx/mMIB9kxFzqBwodi5Y8DX9uMJRbv/6sYnjGrx+Pi4LsDMgzUb/GKotG46jJWpO1Jmubj6LM8bsmizXvbeSTOHOOGmjMVEXGKHqJoYJR4TlG7glFtgBPDiaQOYAM5wI0XN5EDmimlsTtXh7AD9dE1sh9clnj+hxLu16tHznNvOoOnkSAJ/9ED5qfo/9l1On5xbINK6/z1KfUa+g+s+JAwx7HBZmTgAoqBy07aqc/JIdKcWNx6oWcc845a0lqIhiOmQY63mcDOSPow2wgEQqcRUppkynNOs5XuoaB1AdtZQ3oRcoSxiqnLZQq1jWJdjB7VOiuuKOlI4ozL+LxnnSHO1iCq4FQngNyVBoth5qsNVlrsrb5aBZPUyT3MOk73lRmlFKrCUOFDzLnFbnhR/gbz47422ejZgnXHo6jXV0TuSR3CQDkYb8txrvkMGI8IRvKcVIfJGPKaTrzzDM7+ZNRwIxVB1V8dxmLSx75e4iyxW+XLwdPfh6eNIFP9WXfffftPE/ol00ZtoP6lLqImweJe70KEtfcAiZfwF14EC+fZRkUItB3MVt0v2PJqi3yIbiu91MfcizYB0M4wkehoxxJ+vNBRtcQg+l6XJPZCY7G6T/M51OyXaFHd2YkrAWPhWdMx3c9S/VJSlz99ZofjTY3NVlrstYop0V79pw/S/+719RnzlFXidmpfDyE5nlNIudX8S+GConZAP8S0Qf3UnnenRtgDqC2BM8Z96F+kp8k3tV39UUf9U37+HhtNZ88goy5wVKa6OJesSw0Hr1ifhyTVgh5qn9jaGbwFC2sPibsc3FGKxk0rBcpF6VXPAWpYwU7GnclFUMEeiGgYfIvpND9pcFsWNU6361eriUGV44H52Ipe1IrzCbCGtYnMgWzD9QnVncXQtfL1G+3LPiQxMpz41p+vSyUEPeVFLq7NxFY9UX9V/+ysvyNlkNN1pqsNVot+bvpA0Rj28Q7ghHCBAsMFl9w1/OOIGRNhEHiHifAk5cC4BN5FM8yBTXlqeU4/Sbp23OeeA7bb+XVWIcNw8brpkm+JGdnnXVWx9sYVIT06SchQZexLFznz9MpgqkYdnSDBSMF/aNnOIbmksqoHIYq9aFto7xxY+KKj9ZxXBtLlLn7pNT18hzpElpgi5WJSxVFysKKWAMwEq5GklZFbll7WAT3pshnJNCGXqQX79Pgg5uTImNucdPukHfDFlROv1yhg9CdwdzaQTixKBqtjpqsNVlrtByqhbczGgKmSrwi4j17YUpCZoCouOajgxL3guIhFe+KpzFYMFTcm+r9jcnp4jGdr/2sE4k8++w1N8y2hLCde4DpG8aI2paciaf1UT/Zn4GlPtCUPeMSmIqGint7dW31By/vGENlh1W7LIecLwIZepwXJctxvFx3rfuL8xgqViuxYClNn/oYk+yicqZ9taGHjDWufb6CtfqGpSrScdSvIUGWAYD6MmIk8i+U43D66ad3Aw91bnwWQnxe7qL0/Rlj8VxhcI9hg9Bj24RyOI/30qzhjaUma03WGi2GIvjtk515r+ODdwZMoqy5x9MTqJEpyYA8OfoPL29cOiXzPOlD2NtD3pT+cONF5N7dHSwfEu8RpQMkS+Q6qV+nnHJKJ2Onnnpqt8VgQT5rgCl7hvF7to/vft/+4bnEZZnGlCtYmVQOYch447wgDx+4Qvesf7cS3cL0pE/95sXy8koxYVfqIs4XU5LcpwQ59YeiYfQNhuBFMRhRSwZXKPFpWQkUEZNC//GPfzw544wz1l6qC5c/n+xTe9bZcVGg/Xxt44wLfy+NNic1WWuy1mg8zQOaasZMBlri+46GiuSI3xgcyBDeXG0JdePNxdPkBkDNg+OeXPgfw0keYJEMEgccou1shii5gcxOlXypLTxMShSXjEnWBKjwRpUMlb73UvJAAZb8OPZFeUT+4oy/TQmeSi+SfRF18jJ1s1iibpX5y+Tm3fp1pe5bmMvdmRnzo3RFbiWi5MWscpXqGOVjEN/lZYmxqHcDMzJIsFI0yatqh9kIoHVeotet8GcV8yxi2CL+x9YZinvz45zZvE13GXsCX6PNR03Wmqw1Gk9jQndjyAd/NzzwxAJA3CMZjRTPv4tbT7CO3twh9wU4E1HIUp5evL5uhPii3FfbOpnEdYCupfPVDmCJLXlZ6Iex4VJ/lkOMlxq5HozPeEPBU0SA0JB9rlBxyYOqcTFyHBYqVibIMYYUnDlK5FM/nfniNGMYVOha32Wlqx9Yu5DHsN0l67N1mOkjC1hKXQpdbk2sCrcCGBCwSHyQod/+DP1/f8YRmfvWBwRX5Ch4F5Km0DcHNVlrstZoPpplEJ/1OiLepxey9Bl0vPNojDg/xHBcBN9D+sF3BxoszCsPLzlADvKYwXp1yyl0I0ofGSQ6V6BJcoahwkSSWQ2CRQEnv3c3VJbmecosVu9syTUYFYO3l22dcPPjcnerEisYV6YzmF8vugVjv6JizO67tPVBgPg0lZVZsoJpoCL1X8fK8iX/QudImTPjxxnVcyY83lx6N35/0SIu3RfX4TnhTvZBzZV6rc1Gi6Ema03WmqxtLMWQq4OMeYEW79oX3PUJBHGCg4OlaHCUZH0IcU8RgEVPjD4U4uSzQ1jXTlsMFIEmeZnwOKFT3NgaSkNDdtnxMVSeyZLf91h5m8nzNFSp187tU+j6zTINWMFeTRgl5y/aKSrq0kNBabpC8/7grizdswj3qZiHSrDaKk9DxKKHQuwgczGXlDgIXRaxjsNV6rkP3KMzQbQYYr886TQyFH2OSpp79UHTn0UfIzZaPDVZW99mk7VGy6T4vGNodV5yWYIHCEFDmVeJc327CIpyGIETBhMzbSmhsH0oPKlzqeWkBHHlOylBHPCEl20e4BT39wGnvvuOz3cl4GkWiihe5EyZ/c8xntTmypeXnbkAxzJYZvFlzEo/mWqK4hVzsVgj+SJe/ViMQx0ZKX7yOKTYxWhiMGrXxATCqJid2UtIPA5I3v8SAvdBLTJXfAZNoW9earLWZK3RMJoXiPR5o2rGD/wS3+8qQFOJfIYn3iZfVcA9pVu2eskopyHvruROgAk5ix6nTL7jsxmyr/Z/CVz10aYGT3QsKubsZkHoIuKQbrX1UWS02kPJXHfeVycUKwujkmehsMH++++/NmNJx1E0kGqtTNNkurQQOrN+dCwJr359+oSbNLv3kgBmzyEODNHqiO5L9me1MhptTmqy1mSt0XDy9xcH+GVfrwSua78XSZE/qRSOp0nACUOFsgUYWNtvNVQASqeddlonYyeddFK3T54oeZyGhuvGgqR5ad7nOho8ZVZRVLJuTZXOd1dZiVmy/9g/tI/ZudHaHnou54POKWIW80PoH0m4JMqxJISQObUumN2UPZt4v4tyG8c2475MsWfPodFyqclakzU/ttHyaJb3XZKZRVx3FV4myIGT13rzNStFhPSQtcu2lhORoSKvrraE7qizNmRWXclzlO0rbWvnlWQru+5SPU8lq7F0XM31CPNF13W8ofg9Szwd49p0pndXu/fD7y0OUMw4ECJnHSISVP1+mMkjFK7vqnUhRX7cccd1zEYdHOpjYHlyzez5lly98f6GMoJf0xdXZeAawtiNlkNN1pqsNVotDX2XiwBOJVo1cBIBnPA0KYcQeeNekR+252716v7oRz/qwnUnnHBCJ2ssveK14RbRxxpwmrf9Wby8C0sY9464UpuHhiDQzHIeay33oX9/sNS58OQ5n33gU0zdCtZ3VnJnP8yF8swUKP0YgpxL5M+qhtRLxzXaOGqy1mSt0ZXP47SIfsxLUdYIj/tadV4+BC8SHqef/OQna2vWUXwWj1OW48Q1a/0Zemzt3Hnkaemep7GdKYUDFqX4h1Kf+5B+cayfRwKd0LhQ+Z577tl99FsfL2HvFVaVX6FYsPZp9gFFyLw0PcrcZzjF8ALUN917yL1l+/x9ZBS9GI2WT03Wmqw1WVsdry7CS7KtEKCJ2aYCTJI1FaHde++9uwWCWXOPJHG8u5T6OPHEE9dm17H4b1xyZVX3Mgu5B32Wvo6q8zSWMmUdLa5ozcYHsagBJDsuu0ZJ6fnaX1jBnnQqQvgoJggap2gYVY4zZF5ySWbPaeh9DaXs2fcNtk2pL4+arDVZm/c6jeYjD+HEd9bnDe47ZrOBJ3IKSQrH68R9+8LfkikSxM/fmleId3ds5fCx3txZ7nGZNBg89bmy+xTpEEW7bMvY2/eie05RsWGpCoXrgxUshM7q0ySwioFYPwtELubS4qOsKl2rdRGF1fs09P58O+TY7NnE68b/mjJfLjVZa7JWOrfRcsNXs3ptV+nVnYe4R2SNMJ3kTB4nyZpyngSgdCzeXRb6llwpt+miiy7qKoezeDd1oSJw2lb4t/T+F1phfGhH4gOsMWBmFft/i6Y+ZeZ9AZl7kTCvL+OufxY8FIPpI8VODQyvJltz1/cJ8KLvm0/JE1F6H9uKUGyL1GStyZq30WRt81LJa5n9P6QdaFlAzD1OlCVwWfMljnydPMkVBWeRtUsuuWSdrNX0Vo2HM1mZ9d5K98v3RT7XDVuuu6bkl4nio5VRuhbInCrGQubEhPVBqYtpqKBK1WJNj9ZWM36k4IXSUeRZ6AEGFWWhhZIALlKp9g0a8Zk1hb7tUJO1JmuNygRfbAueo0V5nEgKJ79pr7326j5R1gSaKD8gT5NkTYniP//5z9dKf/QBp2Xcx9jjhgKoMbK2EPAULaShMeFoBfu58yDxRSgbkDk1L2ozfnBdgsi1FWM5Mlf/vShfZoHXrM5FvvQ+a7jPSmgKfeOoyVqTtUYbQyUvb+lYUUnmhlwr0qzgxHnIq/TjbaKCuC+7IjmSTEnG5HGSUSJZ0z6WWrncwnTz3NeY+xjSRjQ8liU/c4OnksJZpkVb68vQa9aYHitYzLTPPvt0M3yEzllDSzFhEDdLP7CWD0iddYFcUXJNX/ndGS+zhOO2FIqZlcHisxuqzJtCXz01WWuy1mh5NOR5DwHWm8mDxf0Q9iY0J1mTfMnzRA01fSiCKcBE8Ut5nASYtA9QNU08uNm1V3F/2XZsG7PI2lLCdlE5ZEotO76vzb79Q3MVMiUK4db02T64OKm4KquWQmGECkDm+i2lXlLSWd/7lPSiGalPmWf/x99NoW8OarLWZK3R4imC5MxTWdo3xiM1a58yykLNzmfImtdz8rxCGRoUwRRAojI/BWYlbx6mGxLe7gOiQ4+tnd8ni1Fv1drbcPC0UTSGaTOFCzKXwpb1KyRO/gWIneRVMZRWaJclrBk+YjRZxCTPeZtcw5Neh6yBld3DrJZNH2PVlHqzghtFarJWfza+zfY3Wdv85DxQ4oXN5mmCnIfE85QfUA6hZrKS6yQPr+TNF9SWx0nVw5m5KkMFj1TNGNqMVDNe5pWzhdZ5KqHqMQw2FJlnN9yXhBnbzPoZ1/eJa2qhkJkmTTl6MZn21fqXKeSh6LnvXmqUtZ0xTa0vmYJvtBxqstZkLd5Ho+XSLM+4D1h5u30emkiL8kxl9Zw8xwmPk9dxkrGCh5f6TTEpfDrS4zTr852HohzV9NYs1xrleaoxSKaoNgsyzSy+2DeYCyTO2j5Yv0yPVphAKFyoXBVWsYLVHgofZvQP+7X1asexfzUaGipZBGXKvynx1VGTtSZrjVZDfUB3W6SsgjhrROLdJUxHPiGzVzVzVd8lbxtRMTyjPsNnqFx7e2PP2bCcpzHkx0clNgTlD+lbpJh/QdiA2QcwjxQ6iar6YAWrXRQ6hfxiyKBmgZaewUYK8qIQeqPlUZO1JmuNVktDZG1WeYznz0sx14mPL08kA0VgSTJGLSdmr45do25LIUzWd0zfPcyyHdq/WYHzpsx58ge+aKXCua503a1JIh0KXceIiUT6LmSu/AsWHtX5TKWmbR1Pm75fTMq1fb9bzeyv3eMqLYBmDV+5qclak7WrMsGXvl3GO58XTI0l98wia8p1IizOYtosraIcJ30I2flSK/PSlsQg22j+3nSep1U8kCyHge9ZYurQfrk1DIMREvBKq0LlKhImpB6tYBGzEfQbRe/t8BulHi3/7N5K9z8vzcLETblvDmqy1mSt0fwUQ741qnli/Rjarf3v15+Xal4glzVmrxIa93CdPE54d2sepzHXLtFQT9O8lHmkMu/6Sta2c0FGwZVqPZQYzW+gpFBq+0vHZdfy/+MDRLlCJK9Srh5rmDL0Yiwpc834od5FKTTgya7+f7SO43nZ90VRdE/G/7LnyH7ux3NKmkJfHjVZa7LWZG11NAb498na0P2Lohp4cc8THxHLrfh6dfpI/sYs7rtlE/FlH4iLOmkRNAo8YcGNReycz3lRqZf+H0N959SUEPeGUgeh496UQpciZykIMZ7In8dQ5eiKMfbdz12WUi8pc98/RGiye2+0GGqy1mTNz2mytnmpJEtxPzQ0d2iWPsR98A7y5jmFkiuF52ScMINVn3lznEqUyUIfjX028zzLTDYXPtuOhwqiZYaM11yhM+4u98JatfZ9W6MMUWbHxIdSiuP6oqT6sJq0FDkJqyDz2G7fA+87bsz91vZnzyK7tgsV74Z+RKvZP5zTrOHlU5O1JmtN1pZP0cNX+nBsiTIjxfeXfs9KfTwa+YbEcMkZ3l3KEei3lyOYtw+zAKe+Y0o6aExbEdzOazyNqvPkH9AsMVRXDLFzUHTfx/Z9O6vyisf7JwshcFxU6LgvhcqVd8EMhKxdv3YWBikpwKGMWrvH7FlkCj32G0skumlR2tk1xgxijWanJmtN1pqsbQwNee4l/nIAFfeXfs/b16H3gM7AkysZY+FfKodnXtpZ+xBpHsAUf2fbEhjqA1vx9xjwOBo8xQtm+32f52pwzBgGKt1MjVmz8zkmKiufaUHYQIpdTMUaP2IyGCwmrUYq7S8p+nmR/pDrZfkq0QLmfxR9htabJbwaarLWZK3J2urIAT2AlqTqEmjP2sjefd/vWfs7dL+XInDgziSMUg2nPnnZMoIv5wVOfWCoz6jzGbe1exr7TgaDp6iY/YKlB6/jsbawnofcRI38vKjUS8rcv8dcEr8/9VWKXMcQByZ5lXvnHsb2eZ57noWBa9a5KLpoPTYuJeKeD2+nNpg1Wgw1WWuy1mRttUTenQPakkcje8+ld98HohZBJeDhhgrhOXTLkFl18/RxywB56fs9xPOUvZ8IpjIjZBH6YfTyLNFacmsydlL7/djY6bHhA/8dmbV0jRIyjUxMfRnNPmD6JtVVsUyi5Vh6yaX+1wSuJHxDGHgMo/q1+d+VRXyn8Xj2L3pwavT/qMlakzW2TdaWSw5iKdQagVP0KvUBp5qndplguATcRfIy4U1TP9wLFWV4mf2Z1dM0C7Bim+nKIQBr4XWeXKHzEmIHXElhfWJt+g34dgiVLFl/UDXL0/vm/RbhwtSiiLoO7kyK8MUQxFClXvu/1s9am2OpptTjLAzeaVTa2TIYjZZLTdaueE3fZtcs/d9krVFGsQ6SJ+o71QZ0p6HAaRXv1PkLg4vrAqoyD/cstGWE/MwKiHx/n2FVA0/+HNA3s4TJR4EnbxjEHq1LvpcUbtZmPLbEWH1INirz+AC9f34ffiwKnHtwa9HPr72wUr+zPmSCVjonu85YBO7XjM8us5ChmA+wTAuqUZM1P7/JWpO1ZRHPmLCdL/vjoW/3EDJpI77bMcBpWe80tutgKeqPUn8Xde0SjQGmYw2m2FYGnvw4L+NQmsCxsCKZEAznC3CCcN3d7J2ML20RKDwq10zZ1h58zKuQVYwVz/+ySLiWh0362q79H4+tDYA1ZqsdX1Lm2bNyxcC75b613+vxuAXdaPHUZK3JWpO11ZDXHGPNNwdO/k7dW+PvtOa9WTRwmuV8N076qE9XzNP3LQvwOMVtSQ7dUMv0KeT15nw1goWDJ5HcgCSmUvkXZV36iEou6OwF1axhV34Zgo7tDEXWceCpMdEYBqpd2/ucoe8hiLx0Tq0NfyaRsXif9B1FH6vOLsJSaZRTk7UrHjuEmqw1Gkusqehhuzgox+/+Tmt8v0yP09h2asf38fu81x5ynXmA1RB5jMZLNGTQtZ7usDDwBFPJWqQaKetNiaLQI/go/kjR3Vn6L/YhWtV9L7R0DAwfFZSXsOfB8n82aAyhWqggoxLj+P99A0Dc38dgHONWF+9U4RXdQyzO2Gg51GStyVqTtdWQFsvVO9AC1Zq44EnjTpEfa78jqCqdMwvNAlzGnFMDNItsexYjpW9/33+uY9xriJ7V+x/j5R2dMK61qMRou+66a4fSQOu6qFcUjgq9ZvWWtpHiuk/+EPoootB4rczN54NTyXJcNOr3ffNaAFGAo4VUY14YzQc03JqZV6PR4qnJWpO1JmvLJQepeu4K3e20005rYVXeiwN8n96f8XdJtmrvcVHvuOZJXhZA25J43IYcV5PH+HuI7LreiJ9SGRjPdxpLo+o8qRN77713V8hO9Viuec1rrjGSLCZqzESm85XSY5uiGG7wfU7xuFmY0We2YOE5YXXEKZ3uzi2h2j6KlnfpXmexLkp9ydzKcdCK5G5Mt5BZxDXO5mq0WGqy1mStydpqSN4G6h3p2e+xxx7de1DNMXLyRMhAlmuYyVZty/cIoOMxYyjK6DxgbJEykdEiPFpDvLpRh/CuXJ4kZ8ja0sCTXOy6yH777bfGNFLsMBNJrHTareBoWXEjUYGXkLyfk50bj60xEQqc/bFImOcg+P99FuoQK6N2P2NoyAAQB49oxTuTSVlznz4gMxsKZb7XXntN9txzz84y0+9Gy6Ema03WmqythgSQxKcaPBXC03OXh1fPnHpkoprnaSx4cp5yUN1npETyY/v6MLS9eYDTdEHgbSzAKnmeYv4aBhqhce2XfMkwlXe/ZODMDZ50ATHXHe94x7XlFEqWrjohpqQwF2EGEJ8rS9/WlLrvy46PvyMz8Z0+RNQf76Pk7osDQOyjU2l/ZrH0tRn/iwq775oltydMRpv81nPi/REu0nb//fefHHrooZPddtvtCu01Wgw1WWuy1mRtNSQPk563DBVtBZ7IgXE5i97RmiHi53CMH+vU91+JF+O+0ieTTZEDioz/M69YRtNEjkpArnRe3zX6yMGTAyYvO8GzkC71dTMFnvbZZ58OPGHYLBw8UbhNF/HpxK7knKJCx2IuMV324bi+4yFnmBIzZwpd5NO/RbG+CoNXbLvEeLX9Mdm31l68d98H9YUm4nFxn5/Pb/WR9+d1Z5SDw8yURsuhJmtN1pqsrTZETpVxDaZ8j+Apk78++Ygy5f/HbY3v+trI8rB8P8dlBkDtmvHY0r5p4T765KTW5lAqhewy8BRLUBC2k4yN9bptmY7taaNGjRo1atSo0VWYxqeYN2rUqFGjRo0aXYWpgadGjRo1atSoUaMR1MBTo0aNGjVq1KjRCGrgqVGjRo0aNWrU6KoEnm5/+9t3n1XRZz7zmS4rX9tGjTY7felLX5rc6la3Wqtj8vWvf33y/Oc/f+5CeLPQO97xju66xx9/fPW4jepfo0arpmw8ecQjHjG59rWvPdksNHTMe8dA+b6y0OjlWRo1arRtkGqaPPCBD+ymX7/yla/sakcddthhG92tRo0aLYFe8pKXTG50oxtN7nvf+250V64StM2XKlB9FNEs5dVnIRYS1PVmWQ+nUaNV0bHHHjs58sgjJ3/7t387ecxjHrO2n9XDBapWSbJMH/nIR06OO+64qmW9Uf1r1GjVJG/OHe5wh8mnP/3ptQgKRXHHVpZXMdUHPOABnZwtu48ZUb1b/b4qeI63ec/TqkATJMDUlHqjbYHOPPPMbqv1upxUAFCfzUqbvX+NGmFEL2Ms2FaLom6/dZHdqwqt1HVCLsMPfvCDLq4rpb777rt31uhFF1207lhZni984Qsnhx9+eIdkZak+61nPWiutXst5eu1rXzs56qijujCF1of6lV/5lcl73/ve7j+hZ/Xhn/7pn67QPx2j/z7/+c+Piv/q+je+8Y0n3/zmNye3u93tuute73rXm3zwgx/s/v+v//qvya/+6q92FYNvcIMbTP7zP/9zXZsnnHDC5HGPe1z3n47RgrAKt2SxY66h4w455JDJi170osnb3/72NNb87//+75Pb3OY2Xb7LNa5xjck97nGPybe//e3ivTW68pDkS3wiEi+JP5CTmFME//zd3/3dFcIA2v9v//Zv67xZsm61jIUGDsnWRz7ykStcX3z2m7/5m+v4dOjSB1nOk34/4QlPmHzgAx/oQhNq99d//dcnxxxzTPf/m9/85k7m1CfdZ5SFz372s91zuNa1rtXpEy178qd/+qfdwrCRuIbaklxLV2R5KLqfV73qVZ2u0bFaTuUP//APJ+ecc86g+2y0sQSfiad/53d+p1sWSbr3SU96UrcsUsZ/73nPe7r3LR762Mc+1v13yimnTB71qEd171/79X+UJdHJJ5/chdSkj7UcjPgvjmeiEq+9+tWvntzkJjfpeG3fffed3PWud518+ctfXuuf1r/8+7//+7VK22oHWnQfh+Y86T7uec97duOldIXkVvfA+PnhD3947Z5ucYtbTL72ta9dYbzTfVz3utftjjnggAO6+zj77LOvcH2uoeOEG6QTSvmT7373u7vrqT/SZQ9+8IMnJ5100mQUTVdIz3ve8xQinN785jef3u9+95u+4Q1vmD7mMY/p9j396U9fd+zDH/7wbv8DHvCA6etf//rpwx72sO73fe9733XH3e52t+s+0Fve8pa189785jdPX/3qV08f/ehHT//kT/6k+/8Xv/jF9NBDD53e//73v0L/7n73u08PP/zw6j18+tOf7trX1vtw0EEHde0+7WlPm772ta+d3uhGN5puv/320/e///3TAw44YPr85z9/+qpXvWp68MEHT3fffffp+eefv3b+Bz7wgenNbnaz6XOf+9yu/8961rOme+655/Swww6bXnjhhWvHnXzyydO99tpruvfee09f8IIXTP/mb/5mesMb3rA7V3067rjj1o595zvfOd2yZcv0rne9a9efv/zLv5xe+9rXnu6xxx7rjmt05aTPfe5zHR+JL8T773rXu6af+MQn1smh0z3vec+OL0888cTu9ze/+c3p1a9+9U52oG9961vdMeJt8dPrXve66W1ve9uOzz784Q+vHXfaaadN9913346Hxfd//dd/Pb3+9a8/velNb3oFPs0o659+63zJ2Mte9rLuo75c61rX6vqhPr385S+fPvvZz+76fYc73GHd+U984hM7+X7JS17S6QXdl+RTesLpox/9aHc/utYrXvGK6XOe85zuPm584xt38ugk3bXDDjtMH/vYx07f9KY3TZ/xjGdMd9111+ktb3nL6aWXXjrwTTXaKILPbnKTm0zvda97dXz0kIc8pNv30Ic+dN2x2nfkkUd2fC3dqzHpa1/72vT000+fHnLIIR1f/sVf/MX0jW984/Te9753d/wrX/nKtfMvuuii6RFHHDHdaaedurFOY8EtbnGLNZnw8URjX+S1RzziEd1xd7vb3bpzpfvvc5/7dLpdJPnecccdp7e5zW267/pIB4iW0ceM3v72t19BvnUfN7jBDaYHHnhgpwt0PY2Bu+222/Td7353J78uz9e73vWml19++dr5uk/dk/qtsfFJT3rSdOedd54effTR3VgOffWrX+3uX2Oc2nrxi1/cjcmMjU4vetGLOhl/0IMe1GEQvc999tmnO/ecc86ZDqUNAU+PetSj1u3/7d/+7Q4QQF//+te746ScnJ761Kd2+z/1qU8VwZMY6qijjqr245nPfGb3oM8999y1fWeeeWanCNXHWcCT9r33ve9d23fsscd2+7bbbrvpF77whbX9H//4x7v9YjRn2kif//znu+MEgnwA0EuX0EJnn312B6icaS+44IIOJEmpO0mIxKBxf6MrJ8GrAud94ESAR3x05zvfeXrJJZd0Bo4U23nnnbd2zB3veMduoLn44ovX9kmB3epWt+rAEfTkJz+5a/+LX/ziOvkS780DniSzfq5AkPbLOHFjRPIdr5PJ2Etf+tJOnk444YS1fbo/DTSSIegzn/lM154PaJ/97Ge7fe95z3vWtfmxj30s3d9o8xF8JiDh9LjHPa7b/41vfGNtH7r829/+9rpjBcIFDM4666x1+x/84Ad3/A7fCYiojX/8x39cO0aGscBCH3jSeIcRFMkBhIC7zo20jD6OAU/aB5DzMVAgyGUPefbrZHL7vve9rzvuv//7v9f2Cfzusssu01NOOWVt3/e///1uTHddcvzxx3dGk8CV0zHHHNMdG/fXaEMynv/oj/5o3W+Flv4/9t4E2rqsKs++H70NUaGA6ugEEUE6BeKvqFFQxD6iscUGm0TBaMQOBzYEG2Jih2IXiIm9UYw6MLEJaKID0QAK0lgUhUUB1dOLgGuzwboAAQAASURBVEDdf7x73OeO55ustZtzz7n3flV7jnHGuXef3ay995pzvfOdc80VGi4rXEcIE3zLt3zLWfs94QlPGL5///d/v3vuhAJDPWaKdk++/Mu/fKAiCatFfuM3fmMIFX7Zl33ZRveUZL1Qf0hCcGlLEnYTskP4+9WvfvXhtlCHSBLu8iwSgsjxL3rRiw5/C02cUMUDH/jAw22hHL/0S7/0rLb88R//8d6b3/zmvS/+4i/eu/766w8/iUfn+gldrrKKJXT405/+9KHvRB9T0iC0fkIZkTe+8Y17z33uc4fwxtve9rbDPpW++shHPnLv0ksvHUID6O/HfMzH7D30oQ89PH/CDLWfLpWHP/zhZ4Uz0KVHP/rRQ1h6ro4lvJG2p4RDxkVCBVdeeeUQBox9iD4jCX8mtFBDe0k5+JRP+ZSzdCyhgBy76ti5I4973OPO+v8bv/Ebh2+Hq+kHCeci6TvPetaz9j7rsz5r+Nv9IDrxlre85dB+51wXXHDBEPJGkt7xdV/3dZPtyzUSevre7/3e9/ltKjH7uNo4JnlmGbeqfiasnzD6XL1NKDXtjm2J0O4kqicVJuHGCy+88HD/jKGPetSjzmpLwoQJgcaO+VnE/n3Yh33YIr09kaxMP7BI8pIiyRWIsU4OUBKzc/OW3GAARX7vyXd8x3cMDzKGO8d/6qd+6t6XfMmX7H3cx33c4T73vve99x7ykIcM8euv/uqvHrbl77yUes25kryO2pFjXJNbUbdxr0jyLn7oh35oyD3JAOQJkOncSO7bnRCpbc5ARudsCQPiKqtYAv6TCxDnJAYzYAVJnmL65Xd/93cPn16C+kUXXTT0UzsMdii2aTfQpTk6dsUVV+x9z/d8z5CfVXOS0DHsSssGZJsdmehYjkteyFiy/iqnXzJoWpIvk/Gn5s3d/e53P+v/6667bnBSf/7nf374jPWD9K30oTpGzNGJyy67bAAFcZSXynG1cVd6G6ftyU9+8t6v//qvv49OobfZnjG0p7eW6G3sWH3nmyTrnwh46mXk16oJm0x3DNNzySWX7D372c8emJqg7p/+6Z8eDGdeAhLvMomBYanCQj3/+c/f+6mf+qm9bd/TnHuNpxPg9M3f/M0DOEonyr1nMJubZGvhmF/6pV8aAGeVdSbTKi0Ji0QC6stf/vKhH1GOgz71rd/6rYPH2pJNHY9d61g80zBEMcRxruI8JSE2jkqSUTfVsQCnOF0tCdO2yrkpvXHHLEiEfpNoxVd8xVc0j7n//e+/d5JyGtp48yOMjWGInve85+1927d92xBxCaube0qy/KZ6m/ebyVSt65txnpJTOYqmkF9uMigxYAi55pprBhQ9VegvhvELv/ALh0+mk37e533e3g/8wA/sPfGJTzycWhpgkrDgr/3arw2oNYgz+5+EJHyYjv0jP/IjZ1GUuVdL7jsMQJW6LZ5TJMb9EY94xM7avcqNL3yRkFxY0OhKZpIROs9sl0j0ZKpPpZ/Cflri1JyEJBT3yle+cpiJFKcJSYjSgl2Zq2NhuMNo10F1lXNL0lfNKuVdZ/yZqvIdgJxwccD5HJ146UtfOgADg7M5OpG+9od/+IcD+B9jn1qg77jauAsJA/Wc5zxnID1CfiDVtmScy7g+V29zf3nf97rXvY7UvlNZ5fHTP/3Th+8Yb8uP/uiPDt+Zct+TOoUxdaASc80DSz4Rct555w3x0IQp4j0GyWbbSUgQcGXdUm4hHd4Sjz9lFJKPgkShqveb/RKay1Rz37Op3FVWqQA+eX9PfepT977zO79zcC6e9KQnDaADA5USAJn+e9VVV432qehvmNy/+qu/Ouv3Hkuza8HDtI7l70z9tiQ0ktIEv/iLv7j3D//wD4fbU2qEkgj2iKOfKadSJbmT1fFZ5fRKcv2q7Y3UfJlWv0q+XaIbAR1TOpGcOufZpjxPL5RmyTXSXx05QdynQxrUfndcbTwuvW3hguwXYPg7v/M7Q/sNnMIwWUKkZP88y3re/N8qgXBOMU8PeMADBiYmLy2dIYl6McTxHJMUlmqnPUmOU0JV8QhT0+IVr3jFEI4L4HJSaSReKMlxLSN4XJI6GAmxJVwXoBeAFK82NUcs3/7t3z6AvYQgEuqLsjzjGc8YYsoBUXgLAU4/8zM/s/eYxzxm76M+6qOGgTAeSPI+ks+SZ3OUEOUqNy5JzsDXf/3XD3qVWjaR9I8kTyas9ed//udD+C6DzMMe9rAhefprv/ZrBzYqbHD6a8LfL37xiw/7afpzHJKExtNPo8vxbFO35bglYbp4nAk5JlQX/chg0qrHFIfjcz7ncwYdSf257JNnEVBlQBWblJpOYenizMTuhJWLV5xk8gAzJ96ucnolFe8/+7M/e+iv6cuxscmTzTg0JXE2oifJ8YtOxH7HFic/LjY8f0fyW/pRxpwXvvCFQ2J2dCQJ2VMSvYwtf9rTnjb0L0JWqV1mnc1khVwzJEMcgbAraddxtHEXEj39hE/4hL0f/uEfHkiA5FP+0R/90fC+qqSeU36L3saWxbFBb002xA6k5lyY9eS0BU8EF+ScqeeWXM/YiVmyfwJTQ6+77rrJKY7vfve7h/oLd7/73fdvectbDjUqMgXZ06RbpQoy3TG1Z1L6IFObU7cptZc85RrJlOzUcMl0zXe84x2z7qFXqqBVHiHTND/jMz7jfbbn+Mc97nGH/6e2xFd91VcNtSZS/+KRj3zkUOogx9eppylTkLoXubdMqc5066c97WnDOVOKoLY158r9pXZHnkXqhbzgBS+Yda+r3DRKFaTm2m1ve9thGq/ld3/3d4f9UtMJueyyy4aaaykPEL1MzZbUiPqt3/qts45NnajoRfpd9nnKU56y/8xnPvNIpQqsM5GcJ9tTR2rqvl/+8pfvP+IRjxj0K3qWch2Zil7LhkRSmy3106Jjqe/0e7/3e0NduGyrktozqYWTadd5hil1kBo5V1555eg9rnLyQj9L30i9r7y/jAePf/zj32c8aPU/5Jprrhl+yxgVnYhupKxH+oYl0/JTFiFT6tMHU7OI0hZTdZ7e8573DP08fTB1zFJvKjWfXvjCFx7ukzEjY1/6Ys7psWPbbVxSqmDOGNjT59Q2TCmjlN7JOPYFX/AFg25lv1pW6DnPec5QYiXPJ2PdM57xjP0nPOEJgw2q8qxnPWv/YQ972FDeIZ8817Tnkksu2Z8r5/zadkeR0OtB6JnG+cxnPnPvXJUkmiecEs/4plQef5VVjkuSrBr2tuZJrXLuStiKhG8SujqplI1VdithlrLaQSsH86hyKnOejksSI43iOIn0tEtdTiIx2lCrCaeswGmVVY4mCQ/EqarLPiQkObYo6iqrrHK6xsYAptSu2pXensqcp13LX/7lXw65F8lzetCDHnS4Bti5ICllkM6QWYjJNwljluKivdo7q6yyynxJTlSSTzO1O6x01j372Z/92SGPshb3XWWVVU6PJAeTdfBSsyp5v5kwlhzMXchNEjzloSYpMFR8FjM8lyQzIjIbIgm4SRBPQngAVBLrVllllaNJCvYm8TYTMcJKJ9k9k02SdFsncKyyyiqnR5JIn9JDV1999bD4cYiGTADpFcQ8qtykc55WWWWVVVZZZZVVlspNOudplVVWWWWVVVZZZams4GmVVVZZZZVVVlllgazgaZVVVllllVVWWWUXCeOpgp30qKwVl+qmmdKb/1MfI+vKJEkrs77ydyrtvv3tbx8++T2VvvN3VkHOb6lYyjlSCTTruCX5OZnx+T/75fcs0pfKxqmAmusmmTPnTzJYFrfN/lwrZeTzN+dPte4s+JvaRzk/KzDnuLQ71yHdK9/ZN9+5Zs6R6qa5DsdnGmT2SXtYLBVJW3O9iy++eJjmnGvlXHzS9nxzHM8ubck22pLrZF/uK88kv+e3XIN7zjXSnpQmyLpa2S+f7JPnEMl9ZFueXa6X55bjs4+vnXPkk+1pB9fIMblG/s9zyD60KdvynYqsq2xf6urtrWUExv73tjn7tmRsUe6552A/zuU2+RxVn9gn23Ns+mX6fPog+ssn/dR9srab69B3cy4vKJpzooP5cA5sBOewLrKd9uUc6J/vi7bUNs3d7t9bVZVXObqkQnfeZ8au9DH6VbXN9BveSR0H3CfpX7X/cy7+Zz/6YK5JX+J39ylf09dq9Tm2+1j3VbfX94e4PbH/Pif7vvfgfnr3y325be7T9R74WNfqM7VYT3zulu3yb5yb+4xtyD1mQkjuee64Nhs8sZRBvcksJEp9hYCWGLMAgHTENCSAILNW/IDZJx2W82TAzsyWHBcglhcTsAQgyvHZJzfJzQNqqMsSoJP/Ayg4NwaR1ZJ5eAET+S11ktIeXjJgIufJ+dmXxT9zjXx4WblHAGPuievxYtLutM8dhGsFZOW3lIfPvTE40OkAihj2fAy8UIRsT5usRF56IueuAxTKwTmRtBMAl0Uo074AMp5Ljmutl7fK9qSuaTgHDLUM6Jzje8csmUeyFExVQ+hByfv5OQCaGODQMwaFnpGl30c/8lv01LqAPuFI1EHF7fFAg91C/2hDpBpx2sg2jq3vzNv9vcruJHYSh52+kI9BhoFMHbBb/dp9kD7q/lyPM7BpgYYKKqq4j/B7C9C0dMzfFTzRnuiM21K/94v+Gzy5zfX+GBt97aon9Rp+ZnX/3j26XW4Pz9QEQf6eK7P3rIXjuDBMFA8nHZD/eVDZx4gYT5JBmAbbENJReeDVANkjtVHDE+UYdwKEbd7PD9j3m45j4OBClH5hRuR+2bWjWdz+2lb+5tnUAbU+E65dB5kAMHsztd28S7b7PDBVHhxayrLKdmUOQJrz2yb7bSJLwVP9uwKJ1u9I1a+WJ9u7dksH2V5BWOs8tZ3YqFb7WyBpE+C06tpuhehHxiiDJ9vWSIvhsf2sNr8yHT5H7bNci+NawMlgnfO2visz5Wvwt6/tvyt4Qi9qewwS9zt6wjnt4NRn5fGvgiekRoiWsE4+rsUYcn88d97/1sFTmAg3JqwMA2saAHIj5JQQVzpktmUAz9/ZFsmxPBR+zzmC/rMdlgegAvOU8FwYoYTIsk/OAzsEe5V98xDCiGWfD/7gDx6OdXsjYaZy/oTnoGcJJeaF8n+OM9OTvwmJAR5zrhxH+ItzwMilXYCRCrby4dnlOeAdc71I7jvhtzB7uR+OhT3K+XJshHMQ+oTVyrNPmwhf0E4oy/yWT+4n18s1wgRiXAyCV2/4dDNP1ViNHY9s8k7nGppeW5AWJW+D50EEQ1c9bK6DPtRrRw8wlK1nhbMSnQ3Tat0yywwDgS2pA6W/e8/J92aA1ANQq+xOcPaxxQY4rffYAykGAD6+gqqePhg81fP2wFOrb7SYqRb54ev7ev7f4Mnbq306U54J20xgQISY3W09owrUTA64zRXc1uN795nzMq5WoNp6RlsBT9XDqgiUGDEP2w+0Rde5I8GM0JFtADlX9mGANwJ2/gHXAtG6M/I/QCCfAIcAMQCXH6DP7+s5XOZz53iYNI4jlyvgxCwaQgiB7TbidV+eAxSq3wmGfnihBwbeBp/787VgDD0o0HaeM8/MHa+nnKtsT1qgZAo89bbNBU/bameVyp7MbUfLkNvo2qh738qy0gbC4ug5+1j30AX0zxS+WecahpkDdqrX7GN621fmafdS+1Yvf8dS348/Pq/3rdfs/d8CAWM6U9tZQ+C9a/auO9aO+v8ZORZ2aBCPaR7/rHvOo/J3z6FqyaY2sQWOl+jb4rAdYMKdLB+YJhqVhxTmB9YlQr4MbA5Sk9kiOT+5RREYkvyf48nDybacM9fH4OWTfKmcN54ktCxt4vw5V86TtsDUBEyRD+X7xKhm/7BaBk9haAAgaU9yhWDFYIWMdtMGOlqea/7P/cF4pT25p5wrn/vc5z57F1xwwdDG5IPlN9qNEpO/FNbIiYYkvNNeJ8jm2bCdgYBk/EgYtbQr91MZs1V2J3OMwdzt1eutx1QveA7TMee61dlaeh91m50jJ7Ha4KHfBlZ24tC9/Iatid1wuCZ6lqVYohvRt+hO9MA6xgebWD3vlkdcpQW2PGCtzNPxiJ36sXdW2cwa/qn7cG62TwGfue+5x262zuv/l/YjM0V18pJTY840Jmsw9qBjpL6wf8bmfKKLGTvf/OY371111VWHE7uIqhAdqeHx+r6m9M1tMxtmcAduWLI+7GzwRIPNxFiIXdJQBuGaK1QRZUWuNhwwOTA0fAcQxOgljJVtnBcQQAIYOVCACec60Q5CbAEd+Q54ojP4Pv1gHb4C1KEo+U67zAaZrrR3S9t5cVyLZ8wgccc73nFYy+51r3vdkOBIx6zMmzsb5yKJnTbSblPVjisDQPMs8ozzN4DT+WWr7E7mgIm55xhjfXrMxybtW9rOJcxTZVjR7woKSR8YY0dtMNGZ9Gu2Jyx+t7vdbdAzbEZsQ8TMU/XwNxnUes97ZZ6OTzz+tPSiBeLrca33VftDi+WY02dqW8f2b11jrrRsQSsP12PLzTVL0ACFccIJ594nIfSMaUmZCYjKGq3RMeuaAWnr/Yzd59g7qHjD30tA7OKwHQ1zY4Mc83Dw0qDHa8NgRfDkAAYV6WEAuaYBGyEo/uacnCtAIR5j2hDJdsoiAE4oN5Dt+T/HA9KynRAcIavsn+sw8w1QQ1uyLefiXgmrZZ+UacjfhDRhzqAlzbRxDc6b7zvf+c7DJ1Mo4xEHNBIeTPsAYi1alTIPed7Zn84blM9MyLQ71w2TxozC3G+Oye/p3DBiALMIoG+V3cg2Bswxqt/7VK/tKAY4chSmpOWQAfxhb9ElroWuV8fDBpJzZR/AFTOCmVWaBcKzpl3sWRyoF7/4xXuvfvWrD3MlW/eFHuP02fmrxr53fOu5rczT8UkdTKccj5pE7fGwB7TqObjulG6Ngehef/I43WrT1PX49jgU3YOJos9HavqK85j5Jg86n4w3OVfWY33wgx88bMv/L3/5ywfmiXEpxzK+VVDTYwh7z6cHoDiGT52IslXwBOqsDaR8QABRrX/i/XIsSeOALIevfIMO8wGe+J+XGknoKucEdOTc+QDWeHGOp+bavNSI2RszMgCGnJ/EdzNJ1EPCsNN2Ok7aGkPMde0VB+A5f4iXR0elk1100UXDooY5T9B6npcTG/EKON5eAddycr7LOxCehGEivMqsE9pSk+nzf/ZdjfrupCZBT0lvn7kAyufZBus1dq6pc/t/WCGz2M6fNLtbZwKh3wwo1o/8T78ndHCve91r75M/+ZMPn2XC4877a7FZfr51oOvde28gbL2HFUDtXuoA3Xo/rf/rO942QziXfay/LwUXrfMBJJ0G4zBlb2LKDYUtMjNF/cU49amHeN/73vfwnCkXFB0nslTD32NAsWfj5uiOj90peMpAau8KARBlWwbVAJqwUHlQDPb5jXwokrR5MWl0mI/8ne35Pw8z34S/MHwZ9AlDkV/E7DKQKmwWwMezc/yQKCYJsCGvJ+dJe2g36NihQ14MuRLZl86RbWGInH8BwKm1mAA2vGBm7IXxiUFPG9OesEUJI4QlSzsDVPOh/WbI6LjennPguQOqci0Kh9b4ffZP2+iEfGD7mEW4ym6kGr1NBs+eUZkLpI4qS9vduraBuvUbIwdLbMcE3aQwbS1gGZ1iHztQ0a3UoyOcnuNhs2uhRAOxOezd3Pv1QLQCp+MRgwWD8laOIOOH38nYoFu3Tc22828t2ZZjMyX0dXL6nHpTw1wR/gYj0CZPeiLXOdsyDlKUNPpF8WxYp5pP3bvHlu4hvKc6Y9Dv0O2nLTvJefIsL4OoAA1ygLJPHkq2uZMRDuM8Zi5Ifs62hKcYnJlG7+nBsEpIAEYMXPZnQAfkcAyAhLwdXgbn4gUEEWe/66+/fjgX++W4gCKEDsTDJq8q++UDKEk7DJ5gvQhD5ByE4HiRlHLw/zwPQp4BVgaQfNNmOjdKzQDDu+P55HwwTg7D0bkIa3A+wnwk8rdmQ6yyHRkDPJsAkiUAalsyl3miPa19PckCSt9sNBNByIHC23U+XzWUlN6AzaKd0a04KbDJhPQ4H+30YNliH2q4rnWvc59dK1SxyvalFR7qsRqtvuptvcHc/4+xklOy5BxL+0+9T5xxcgIZ92u06GYqgmnmFX0l/M7Eruga41nGfiZ/edzyM/X/Y0zb2L3Uvyvwc3701sETTE0VDEwAQwZwcoBcGTxgipdhQwewIG8hxiv7ewkWwl+RALMYS2ancU48T2b8AboiPAwS0Xj5AAYAQgV7XL+CxtxLwEPuMaE0HjphgJwn7XOyfI7L+e5///sP95bj8hvMGPtfccUVA+vGfSR08NKXvvTQG847cOfK9oA+ru3wHAMPz8ohSfKteO4AQdrv2RU1YZzfV4O+O5lih6qR3RabtMk7HQsZ9gaSKe+a3+2pw5ZG97yNvhnbw//RzQc+8IGDbkTXsEUO11966aVDnkXOF9tw+eWXD7pJEmv0MP9vK0TdY5HGBsGVedq9jDEb/F7/593UiVM99qiCgbF+MPXO5+pb/XsKZBiceDxkfDPrRNTotre97aBr97jHPQZdI0eWa6JryR289tprh/ErgOm1r33t3l/8xV8cjqEZU1marBaars9sE6eiZ3sMljeR2eCJMA6AhgdJ8cxQ3gE3SWyO8WGgpuichVwaTzvOg8sDznGwQDaQ+Q64yvkIo0UMnlyXyDNjYLdgoHj5ZtBMF5JQToK48yliaMNOZb2+zBggzwoAY+DFPRDWy4y5hN3yAYDk94Qrc8zzn//8wahfeeWVw/PM88j18nuOIRRBW3KNAEvKMBg8ARIpu2BU72R18jrwCvK7FSDtilLk9zx//77Kyci2getcZmrM6C8BBtUAthicem5YZJha7AazamOA0b18HvKQhwy2KDpKHiHsaY599rOfvffCF75wWDMuQCkzWdP/73CHOwzHpa+Th9Fq/5xBc+y+W/dZZQVQp1efxkBXHZR7DGXrnK133tq3xYwZ/Cy5h8rs9Pqox8xbHqTfZFyKrmVyVPSGsZqxO/v/+Z//+d4rXvGKQccyfmd8SxpKcnqzjidREMiE1mz+MUfMdqIFtur/VV831a/Z4AlgANPk/BgGbXJiYDCcJO4cJ2KLdXp9zs3/XieOl8UsvFyTGXu0ifXbMJ6Ov0Id5m9oe2KhXjDU1yMkwDlglyKEr2J0YXCyT7xYPFzCjE66i+S8OY5rupNF8JLzieFPcl3QeaZQx1PGWyYUF1AI8InAatVSBI5f59y+NsnvJN3jaTi8mGvlvnOeNWx3crIrxm8ugGpJz7Ods73S897Hv9uxaem1WV5m4QZQoX/UlvvQD/3QQZdi5AOUok/ZP7WdwlbFUciA8KpXvWrvkksuOSuU7u/6rAB4Fudgtbzl1iCwAqXjlZrDNqcP9/abkjmAoA7uFRBUENBr2xh4c1+tzovPa91jPMHhvvlBwdmMkYx7RJbQxegXM9EZdzLOhHgIcMp3xjcICABUrfbeAkdznunUc5nzjrYGnggTkcOTCzE7K0KYDvCU32sojd8BCH5JeJHUXILtImmbcF6WKglo4EWFfeGFsR/F8ABJMCwYUUBDDGmOdfI2dY788khWz++EysIOxdimk+T4GGvCloBILzqY8wD8DMZyPsAVHSzHxKBnVkLuL9ehiFiOJ0yXjgvr5WT8IHsvNcMgk2sZMMJAuY6VvXvePV57/g7ztrSU/Sq7lyWMUWv/KSakd74xT3rqXC3mqbanJtqyDUNO/2VQoG5bdIWJKjBLFO5NX45+henNMRdeeOHex3zMxxzajhxLXsYcD7V1D2PPZWrbCqKOHzy1wkWROe9w7uA8tn+vD1Qwxd+9PjfV1gqc5uidHXAmabz7wGmnmHXGBUgUZmszE92lfaJr97vf/YYc5+hgjqOoNOyTQVvruW7DiWyxUEtkNnjCOIEMEUBLBndmdTFbJZ8M/EzZd2NdJZjzATB4MIT3IiStRcjVITRFsnYePswJISgAi8N5AAOHunhhLhgZ4QU6RMnzIJ8o1yXBFGYOJgpmKt8JEeRvwCGGP55uzgfjA9NFlWOeL0yRZzsQ/kxb8n/ODVtEaM8zDVuxcIfvALEAZJTGob9eOGOV7UrPQMwxHNVbm2tslpyb8/eOm9v+HmhrsTT2ht2n+Z28qNSOoQZdJGxv+vBd73rXw1UJzKKnjzMTDz33epZjuRL8XtmysYFxjswFs6tsLgZLFTj1BtbK+rSYxdp357xD22N/xto9dl89hncTQdec2/vWgxlz0TXSQ7IfLFMc9fyPAwJL5fI5tLEuBcbzaIUnW7IU/MwBnVudbdfKfWIKPIvlAkqY7k/SZgxTHhwDsmdvkRPlmkX5znGwQLBXXJOQEkyQk7drRzGC5RyAQVfNBjwZZAAcYIQAE9SsCMAhPBAAk3axEG/YHwp1pl1UB4c1gv4McwXgJOSW/dM5k/dECI/nW5P3SKrPOVlmBoBVk8V7nQwGEa+8VmeHGcvxgOFVdiNHNXS9cy1lpuaefxvbW/u1vHOzA3Zs+I1Cuc973vOGffiNBcTvcpe7HIapXYIkOskyLCyyTQje7bYDMwdIVvA69qxbzFqPvVplO2LbP5Zr0wuxReqg7/GjxWTV81nsGFdA3mrzmEwxTK02jDHIOPtEVd574FAnh4nrAZ6iXyxiT/Xw6GDGQFJNIE0gC1rRjNZzbD3LJY5KBb2Mj0tt7qK17exRGTFGHB7jN+fMeBkQQAsJyIT9COt5KmRlhWouQYSEcFgRP4w6O41wnmtTRVwnyZW/oSDxQpnCj2BMXVSS4p1c17PYyMuiA8Ko4QXTOWGzQO7pdDknoTNyvLgGz4xQqEsVtO6DzgqIdM0sr1HocB7lHcY8olWOLi3GZa7MofNbg/vUOVvH9c6/pO1T3jPfPfBRbZLzMSNmllrMLQLzRJgdFt1sc4+l6IGl+qnPeozRqN+r7EZqXk2kBVhb77j1jlqOSt229N1WIoBtcxyUKYepsjsVuLWACW14bykFwjlqzUCIAhfJ5uMZ6qQGcWwLJM0Bt2NsXT127F63Bp6oo2RDihEyowFIonIvRsl1g/KA8qCSuxSBQXFyGSyUk8cilDIgQS3/UwcJqpBENihGzsmivdme6ZK8NJgyqhm7UBYhKie4k0RK2zG45CUlhutwYNrGMhCuHZP7J58oz4owH/QmIIa2ZRszGWHtnPhNW7Id8MXyEszo4z1xH7zDPLd80qasNQQYTHvD6uU8YcEiFC9d5WRkiWc151y7AMLbGvDRoWrs+buCJ5yh+j/tsS4bSEUX4sy5uGz0GVa8BZSmttXf5zzrHoBaZTfi8i1mkMZAxxTgX8p8+Ny9/XzuFmCfuk69hwo6uK8W81VZVr7/6SAHuB7DeA54YjzOOJ0xLONZIiQZe6kJmfGJyVSeVTv13Hugpwf66nM7im4tWp7FgzQsitkNGKU8BGbOOZTmKfAV7TqUVo2Gl0gArEUAVrys+oABXwZjhA7ZxgOtRfNsYFsP2yCPZ0E+GCHNeo4aCmMmUDpQAEuAC4se04a0i4Rx13LinLTXHsnwYg/uBfBUQxxURKdIJmxdxFWZ+d/1uQzCVtmNjHmPc43znH1b+8x5t3PBUR0g5njL3lZBRMuQjw0mNeE0DG7CDPT5GHEMdYx59CyzgLIftmyT+2y1rdq13nNfmaeTlSXPe+m7aTFYvf3G+vrcPtVjvVrHul0VENXfz5TFdVufjGsBQ3FK8jc5vXVpMxMUY4zX2PNsgcHW8b7nuq/ty1bBE8XiYGb4n8KVCInHZNeDOJmFBhr14E8+UV2OxeyRK3GTd8XvLGdiL4LBn+Og4sM4pf1hcJgxEMk5qCWVbeQutQwzwAnQRHJ1Okh+81p3fjHMPORlAlxe85rXHM6gSxtZNiVtCCJPTlRmKOQaKZrJ2nOu6wTABCCx8DEz+5ghAaCjeKCVkZmIhO9cgiLH5Jmt4Ol0g6jTNtBuA4jZ8DkHiQkf9Hk7UeyDvmHkU4IgDCoMcIpjkrOYWjV3u9vd9u5zn/scFs/0MkW+J396A5CdmjlsUh0EV+bp5GWp43LUc7eYoCmmswfCWszTFCA3QeIITAUjZzTDtfZPdPD1r3/9oEMQAsEBjPMZ1zKeJBrDOqtgCoMYzt2bCdl7dm5X6znWfT02bh08mdlxuIgbATmy6C2sD2CKmWim5MzQwCh50I64FhP5N64txcOox/LAuK4X9YUhA6jVa8MQIfwOcCO5Gq+U9lGsss4i5Nq9F09ogPsiX4oZd9SsISZMpzby94w65y3xDLk+U0ERP0c6VO7HYIxjnDeyGvTjlR4Fv4kxn3p3tT/U/zeRqXaPGX8bOhu3lnfcAzGcL7pmhwDbFEk/hwWOzuERTzFFddsctqj1+wqWTkYqEF7SR5e8qxaIae1T+6x/8/Zev5zLPE21sepUjcLcrAE0GCtZI5YQOKE7CA0mkFFd3MePPdOeHWRbD/y0nmv9vzc+b21hYMJAACDAR9BjEGVCTzw0r11DDhRgIJL/AUURDBt5Skw1DitkgxdmBiBB7lPOyc3zYllfjpATAIkXG3HOU45N+0hugxWjyB6giXunJgy5TmlTrhNEzcw37oP7qzMx8n+MNc/SLzCsUUIMOU/oz/yfZ0xnA6hxXNqV50DCuYEt4IrZDmkzRS8NbvNJ7lOOp+QD9TtcaHM18CcvY8b9xvh+0OnKALfuGQfB9Z/yoS8j0d/Um4mkblvs19/93d8NehImCoeoBZyqhzwF5FY5fVIZDsvcsFFlZHoAbEw/e+zQFNDptbFnG8YAYK8/20H3MTc72O60HcZvPk5bYayJjmUpsoy1GWcyxqGvngzmTx0bWyAy4gT2ek+t58c3pMkSmQ2e/NDqx8ndGDgQJ7k9sB7k/Bg0OVRXk8O5IbNesFV1EKcN7O9aTn44Nrq8lErj1ZfHtWmv6URYKLZ5/TjaZXas0p1mgrydJFZmJgA8yYnytVoI2h285ZHz3D3rrv5enwftXQeGk5VNGKfWOTb1nHd5DNLqsz2gUrfX67MdO1PPHb2KE4Oex8GIs+L1JKdCB1PtXuXckAqA5oColixlservUyzRFHCay5xVsOa0FzsOLQb6hsasOOffMo44xM4SZ+hiwuhhoTK+tSqLL2GtW2x5y871tu2EeYKJYZBlYGW9mxgZqO7Ud8jDCcIMuxGWIw8kSyHQSBKWYUwcHuLhs9gnjJPLC+RYcp6Ygg89CHPEjDFm98Ge5P94m3iieWFps9fucZI652emHzMDs42ZcYBGkDVlEbiPXANmLSydq5gDsoj7Er6L90uRTDof4UQ6d85NR/DMO755dqBv8riS85T3kvtnoWPyxkjwJ9yZdlEZfYwaXeV0yNzB+lwb1FtOgT1l52nYYYmgBy4ei1MXHQrbdNlllx0yy57sAhPOeV12xW07l5/tTVk8aPYGW6QFaFoD7jadmzHQc9TrtdgrzxQ3+EHn6oSiGw7AjidG+ZlWBz6sU8YdEsZZnSNjaTCE0298rjn32Ho3rXe6Df2cDZ5ofB04QabVoGDInKfkpOV6TiNfU/H2+IxyWwwYDwQg4zwtaiaZIWp5qgAO17UCRHll9hyDoY3xJbxX2+tr1Pb7Hutzps0+B7FkDxqVmWu9s2ocuAcnybl9lY1zGz1wrXK6ZNvGYRsDwNR55l6jMsBV782K8l3ZYrabfcJRIRRfVyfAZuC8ROauu0W7p97FqksnJ5uyGHOZpKXbLWPMU21HHVfqmDK3j1nHPN73xt2qc3xX5sjHUGGccROd8yoX9RyW1j3Ocbhav/XOvRPwRI0jZt153TaMTx5A8mao3YCBqmG9MCvkNAEOvLgtTJQXCfasNSNiQA95TlQcB7SF9SEXyLMJyEfiOswkI8cJZswz+rItbE3Qc37LvrlfEk8dIkybciw5UGaHeK71+XANgxwUhcQ76lqFMWMQ8Mwe50H5fQGeuD7sWPZPiJA8MjqWGacIz2xln06v7GIwXgKkpsINS8+JMcX54hr2gjH0MOSVGWJSRnUM0Dtm/GLAnfeI/qFLLSejDi5+FqucXqkDdcu59f8euFuD+7YcDs411n+c7jEmY+eov9mxMBlh8ONx5EyptcY5/HxaIJQP453ZLt9/6+8lUhm0TZ/TVsCT0aUfgPOW8mH5AwwOSWUtj86hOkKBsFU8/JpnBLjw8RzLB1DBMTao3t/MVEBGZWSsJO5Ivl/nZ7nKOr9Vg+2Fh83atZJT/bz4BsT6flq5Uy6B798N8Mwemo6thoJtnvG3yvZlrld61H2WGv6l3vJRAZRZpWp/7BXzvwc4J3+2Bjr+Rg+wMc6PrCy1z+VztAaI+ix6v3vbCrSOX/wO5+jDGINxFODUu9Y2dHLJ9Ws/ZzyobNPNGtGHqmfWVf/u63icXHo/VX+qI+Pz+7t3nvr31sATIAiDBfMTxoUaSp7NFkYDFiMsUFgN2J+wJtSKyg2x5pvDYjaMOd55SDneU+4JmYURyUw3ln7JPlyTdeOyD4wZ90WNJnKaaHPuAcCS35PLlPPnw+xC6lhFXNUb404ulkOYaZuBDDkWCM+AhHs+zBpseUvsCyBlXUA6DesJweKFTSJfKh8KlwEkaS9AkhmKvCeS/VfZnWzTi63n3TawWrrfJuJ8PICN18PEGWJfC3rMzFM7F9gH7AvOTz1XPWdr8GjJkpDJmJFfZfvSAk1sn8vY7FJPl/42pw+22t671xbgYWy+WQdAtf6uJESrra221L97IbuWI9NrVwuUVoJmjsweATFOXiuqFdusAzuNMkvkEFz2gR73Kuc+D8fXB29GxtQ956zJn61Zek4MbV0T5E3ID4bK4ALAUdfwA1CyBAvFMwltVtqz3huG3M/M921jW3M5CGG64zjnyl41QrFPnpVp2urxr2G73cmYgdnGoFqNx5gh6rVrV9IKl7Tsi71h24BeW2tl/prLQf9mP5+7nrOyUVXmsku9bXNB2SrbEb+HMb1YooNL39lSlmnTPjF2nSnQUZmoG0qEYqpd1a6MAUDrTY8tWvoM5uy/M/CUQTRMU77DZMDw5MOFMT7JCQrYoDEZzDPDzRn1FNSkYjbgwrWKABBeSqW1WC/nTbts+KhPxUrpADVX+iYhnBlxJIHnumFwciyMFbPgwkrlWbgTAajCSMGwVXATgZFiMGCRX1gvZg3WUvbZzjqBDBZpR87LffNMAGZpAzkcMFIAUXcmjvGMPmYYOoTRYgZXOTeZp57H3fqe06ZdsSU4YAbt3AN6VL3iKhS7rCVL7BB6P+tHZbfqtZYMBktkZaB2L+5bvSTlFhjeRKZYntp3x1ix1t9Lrj2XVeuda7+RTN47fowxOqps83xL3+0tlp6ckA1hIjLnPfU3woCNMBUe1oZ9zArxMmBmYINqWIvwHsubsA/XrEunIAA17gXF8f3RZmh82guQyf+5d6+2bgEEkUjeYopqBwZMBSBR9NI5G7mXnJOwaM0Ps9ftKaU8Y1cbB4w5wdzH8ZyqIQFgtnKyVtm+zHnGU8bYv1dAMAWKet7kmMc31eYpRqUa2EqjW2/8aZ3bxwCQcJBaush1zbTaftV9W8fOkSWsFM96BVC7kzlAYez/eq45+9d3Wvs1UpOn5zJjY8zSJra7MkFzz3VmBlCbc/yS9s25/rbA8GzwFMaCB4ZRiTEiBwewwsBLyCyDPmul1fpHAJEwOcxGizBVGPBDvSHXdgGkeAFi8qxYDy/iTPucEzYs+5opAxhxDMwNoBAmDMYLpiuSc+W3sG3M2vFLqsibPKzkTdF+ZvuhMNlOBVYDMViqnI/namDD+oBeXsVtARR68PEgBZDzIo3+2zlqq+xO5gzMc8I7dWKEJy/4gx6kT9HH3Y/qdT3pwZNBeu2pYIffazKqQV49H/vaWPaqApvlredySNpg0vo/xjTxfy/JdVOj3wKpK3DardTZm1OOyFwZAxfV7taF5N23W5OSrMdTrOcmfc/2YczZOjOxlEp9DnPbOKfPzwVAc85lfV6ib4sWBkYq8zGc6KAD8IJhbbItx1IlO2AL8GQDkeMAPF4GhMHcM+j4BKi0PgCOFlIGOHibKUiOMVBjW+7LeVAU4qS8AbViqrGuA4MZsjwbF/Dk2s6lItTA/mbfqhcNiIURrB4L9+86T+5AESuwwWrulZBmb9Ba5egyxkDM9YTpo9VItoAQxjhCrhylLbyGo4+hHzn3sbap6t6mbE09Z72fFoisbXBbKqPldhig1eNahnUKOG0CgCoTtToquxPsbIsJajEuyFHeSQVP2HKcVvbxJCyHm63XVfc4dtP2LWE89xvXqMf2ntsch6PHyI6di+v3wvetc/q3Jc9tNnjywF9DWQYM9vgogBVGKfuFaYk4OZt8p+wPc+TwUcRVvetCv16finPS0ahcSnvMopipgZFyuIw2BShQwIuEdoMnd27YLCqJIwxAdYFg6taQZ+V8JUIH/h9Wy3W1YLEAbtSx4hmTNM57czV3ni3sod8h+1AJ3qC4NaCusltZMgDbOJtFsVGzjsG8ZltmkrIOJetGtlgZ128zA4VOM4PN3nKPUUKqEeTc3sY9+Rjrte/Nz6LnpU+xY96vN1jMYQBbx/m7HrvUkK+yHanAqToAcwfi3rnNNMXu5u9EdSAVYt/ZD92x7SUflpxj0mdc1Jm2ze1D7sP1b99nS/Y7jFRr2yb9ueWAud09MDbGIlVn1KzeTnOeMGZ0AJgOD6g0jByDGNEYY5b58As3QCBkALvCfrBO6VzpZBnMAWaAElgREsLzSVgNEMEDNbI3k9ObbeeZcQ4dMoD45eVc3C/XiJhq9Qs1GGGgGQNPAChYLj8jEsJhBAxi8a64N7MF5IzVT/V0OKe9oVV2Iy0jM8fztXHpeYDVMLrWF5MdYswpQeLQVDU0zlmk33tWKkCHvl1rvdGOauTcNs/MrUCosknch7/HnlFLWgDK9mPuvnM896VAbZXtS4+1WcL2julrHezpq87ZzdhIYWcmTTkFBh0jfcMOcsQzsR3Om+OwuF1TzsNS2S+FM8euP3atlu3qORljrJePredw+stO1rZjVlcuxlpwvCyAjAdX35jrH7kT+aFwDjpHjHc6WDoW4QTPuiG/h/yq7He7293usM051wUXXDC0PQxU9oGhMojK/xksXCSTBXnxBJwH4pCXAVCeDZ5EticHKsemXTl3/s9zMcOW/cgLc7sd1vML5vla8PZh7wgl5n+vF+j3AxDN7zCDTAbIs6B+FaCJsKoB4yqnS2w0nPRv41WNGP+jDw7RmlnuMTXoAX3TYV36S4+JaoF5t6EaQQN7ztmq+u1jqjFsGUffkx2cpeCnN1AZ9PWeY913bhtWOZoY/FdGc0ymfh9jWni/RBIY57C/hPHQYdaA49joCxGRjFNMCrLeY+dxaPiuJAe6VpfssnNEtKKy2PtHGAd6x/a219y0sWfbOt+c7Ut1bVGRTKby58IsqcLD5MUYLbtRDL6un1TjzbwwvNYM8Mw0o0M5F4lOF1CSc+f/hB0QmJq0OSs3OwGvhrFYpiWhRZLOCdWRS+WwGnkhAVhhuPKdNlBgk0EE8JRrZDmXnDPPjgURAU/MmjPQQZGql18HCAYgP5sAS5TA5+Tv3FfuOW1mqZfcDwxhzkMhVJ5XBb+r7EbGvKc5Xi/b62DtbRVU8ZudE5e8qKADXaDfYAccUgAsYTsAU57MYFDuyRvWtRoqxAP36gHVsLeeZWSq79bn1rp3/zZ2bGufun+rXVMswCrbk5qUfdRBf2qQ9ntFf+y48jdLmOWT8SLjErqGPc74wphCBAIdINUEXSQ1hP9pF2Mq13RuK5OLXDKoOj8tadkZ/za2vSWtkGI9ZgoE9Zjgln3YOnjCgLgKNQneEYfg/OINBDCEeRnZJwyHDalDbPl22A4EHmGNuHSqgASAA2AIwEVHAOzREbI9ICEPqiY/k5d0xzve8ZBOZUZczmMgRU0m2hDWy95xfQ4XXXTRcG5qRhmkpR32uHlW9ihc+8rhFhgzDzoMRigBgw3xdcfdyW8hn4rBjGeBd0+piTXfabdy1AGzGjafD2aFfmpaPf0juoXXaqfFnikf9IAJE/nkOIev8bAj6Do6Vx0CdKxex+xAzbMyW239qGVObGcAXRWw1EkjFWDW59likur5Wl5yy1hXh6i17yrbl6UMSi+cN/We3Jewn4xvpKCQYxp9MlkQfcIZtvOe38zuYs9hpyqIAjyhG9a16rAwvvvbunVDA0yhxy2dmwJbvWdd96ks9CbsV9U/7r/mUm8VPOVCrkMEkxThwZHQbSrUhpCXkBeUwRiGhtAbAAXwBPuDR5o2xMBjgJ3zhLGECjXLFfCEJ5zfE87L7wnn5RzcB/Tmeeedd7gYMAUqc27YLjpZthOW4/hQqfk/3kLaH+8g/ydkaE867co5CRHS8Z2n5PwplyxgEOTFp50OLdKhKSDKs7zwwgsHdg6mjGcLw+acLdgwZhUCnlxSYZXTJxisFnPRYlbM2EQfAOz0D89krTNfAU+E+HIeapJRWT964AT1XKNOPHC7aDM2p4ImG1CMNPmNnBswRZFYit7WJHTbiCoGmD02qMdU+dv67v3qObYVElllmWz6rMfCR2PXwTbj0ML0sIwXYwwf0isoU+P82xAQ6Hu2JZ3GM8Tp84AmljajLZVldjoJzFPaRWkeM8rvOgBu/M/Yia55RY4W4JzzvKpeVqZ8U7GNcTFq14XcGnjC4JCw7Iq9AKRqWDCuaZTrIpFHlHAbA7dnBvE7xiQvgxfDAM+MM15uzX+gM6Xjgbhhr/CEcw3qV2FAMehB+iSL5zgqqwPYnPQHgqd4KAMC+Urp0A4V1hBF/ib0wbPmHgGSBqaVkSLEZk8CLwFlpGK5B0euxz0AsMzemVJmNiEzFFc5PpmiuVshoPohLOf9/B1xOMxeMN980Ef6tCd6YOBsmLxcEPXJ0C3OVcN2OFSVObMOoa85d87nmaH5rmELbAnLNzmHkMTbnphxagEdG+T6XOvz9j5+J2aeeX6r7FaqjkzZtjkgYCy8Z9Cfv+tsa5xVdM19mf2w6axiAWPC34zPCFGejLk4074m7XLOI2MPeg5JwOc9B7pDPjHtix3g3OiwS+44RNpib1vScgZ7+uW/rZN1xr2jL7FJIRV2wjwxiyvGycnbLLVib8sPAcOLV5i/w+hkHxKV82LpJBHCc/YeI+5UZprSIfA8oTJhcsKW4JnmoQUsYcS9gC6ArdKdYY1y/rQ5+6bNWVTXBo7j82xA3U7eJoH86quvPuy03Cv3hIGn5hOMGixefqdsgD1pV3oHLOXa/O4p55SNoHgpyfjkXzFwMmA5Bs5sSM/4W+V0SMvo9AyNDWXEXmo+XuQ6vxG6o7/gCVNFHz3JPulLZpnx5OjHOCAYLwwpBt2TGchlzIfrcl57xTDQGHYzstwH+p9jortpc76jbyzphGH3M+nlHHnwc46VmbKIw5AuNNvKfwEoYdvQNdjoVXYjvXe8qcxxKumjBhVmfhw+y9/Y5ugPk5jIowWk5LcI/YhIhG01rG/6P9Eb+ptnqkfMbhExip6g12dUuihjZNqVc+bcOOgUk85vOCw8cz+rsWfWY3/H3l3LcbQzwvMlfSVjap5nok07AU/2KvHaIhgvXoIpyTxIV8HGALMfQCH78sJgQABGEeK/oFgE0JSHA8jIC7SnzGAAE0UBTYcB6SQ2gAwKXB+j6Lgyv/nZEBLEIAJsAJ/Ek/M3M94wwgCj3BdMGR0HUApb58Rxhwg4NwANEBTwFwm6ptPnePK6onz2ChgM8XIAbtVTXmX7MmVMev/7b/pLzRGIEEryMdVT43cvrO0K+9Hl6B7fTEBw7gBrPFJ5H3APEEJafZl+ByvrKdzOq6osFu3lm3vFQQH0MRDF0DPhw86DczloVzX22A57sLX2XaTmcLXCJPwN4GRG7gqediutsLa/ezK23xRLjNA/66QeRzZgHnHoCd9hi8065Tf6EH2+MpgwrxGH4HkWBhuQDBHGA49rbz8gNdB5AD/jC8uAOe+Ke8D5gX0bC1d7fKuskQGe32XVOdsldIz/mSR1hzvcYTdhOxbYBSw5zpntNawVoxTvjkGZJG0aDwPDII/BwBO1FwjbhdeIYcrLiMELYkyyNh5l9eDwemGrck7KCnBtrkcyNy8814IJI/TFoJDf81vCcjBr+e38888/7Ki5zqtf/erDeDaUZtoRQENnQ0Hyd+4hzyBAEHYu+6WzJj+KZF0LnQfFgJHCAIf9Quly7HXXXTdcJ9udMO48DQYpjs03z2GVk5eeUXYIwiCpFZowU1PDUuiyj6lOA3XXomfpz/mfGlE4KOR1RB8AVQYZZmIdMojAeBq4O0Rvg4njAcNKqIH75BuHhjId2Kr8HR3L37ACrbAcgl7CnLPcEuFujqlAyYNWrS6NN7wyT8crDkeN6dUUuJoDnHwdwJN10ACGsSj9mrHTk3xgaWF/YabQNcAGE6gY16xn7GcggvOCI5JzUuQaQPSPBzPvvZg2zo4TxdElHJV8YJvrTL7WRBfAkqMhOPboCUCI5+174l6YvY9jQliUaFS+lxADs8ETXphp5gisi28Ohoep+jaMznGo+VOeyuz8g0qN0/F4eCRd1w4ZcbJb2hoDTxgi18k6bZwzx5HMjnhdPYwf1yaxj2NBtDBWUPZhezwIQZO6vR6YADiAHZ6J2+XB0deOUqWNuc98B1Sy4DDGmPsgxmulocPxvCni5nCda1KtslvpMUtTnm/Pox7ztE2De//aPyMYPLZh/GzAyZ0DLDGJAwOI4aP/ASQAR4Aqru3wVx3krJ8wUiSv2qbwcZ4lTHWMagaE9PfYDNhf2y+H2LANGF9si1ci8DNssU72oO0VY+AJkayyO6nhoJ7MZaV6x/V+MyiLeACnnxuMoBMAK/L90D1mgbt/Aei5DiDdemVQjz7igDOuW25/+9uflesEIIKUgMFlIgksD6QCGIEcLE/mqLl/ToFhTHL6EPtVG8b/ODWEPA0eAaJxgnYCnsw2mC2p9FhujvATMVQeCMCCWXrcBDlRiZ3a48O4gZS54QhhwPwf4HTNNdcMN094CuoQdJtFiXOdlAugmGbaFgaGF2v0z5T+nM+GjXN7ViE5Qrl+vgkVApTufve7nzXI5JrZJ+0mRGllCZPlhPUg9uyb/8OyOdeJUCFACDCaWXWAOxgph0aYRUjOBxQqA4m9YlgE8rCWIvRVji6bGOzar/y/AQi6Vgd7tkdqLiMeJUmrBgYAiPRjGEuDCewBOpayINGd/B/dxDv2FGcMKaE82FF+c1/F8Ge/K6+8cujfGHiYa+wIbCqpCNkv+sZC3+iaBxnsTgVNGHgGH9+vncEKppxXCHjCyVnB0+kATpvq4djxVR8dZq6MlPUr3xRgpu/gcNvRZWyFZKDPMq5RZNrsE8yW20hOs9ng9zvIESICFP3JuEbuk8vjuI/nE32CuYquZSyEKSZywn2Scxlbkmve+c53HtpN3SvbCFiwHEvaEDbKZAcsdoRnB7DbCXhiAAXY1LARqBFDYc/VL94DOJ2kMjd1oHddFs4Be0UyG6wMIQLQbs1h4OUEjDjMRVgvYsPHMR487CmYUnTeAh2PBDvaRtI67I2rdhP7BiGbxeK5QJU6RkwnQ1nw9gmpcB4jcTolFLCT7J34y/0wWDJYLIkNr7I9mWu8W0ytBwj6gWnyVsjCnvEYC2bvmG2EGgh320HJhwkesL3otr3cnIe+iRGPeNKHBxVAGjocI8ukCJdFcZ4JOmQGlmNs0Pmtgie+McKuuZb9ye/ws/f5DJ4w/uj/OjljtzL2bCu4aW2fc56x45aI9Yxr0n+do+swsIkBxkPyhyklEqG/ou/WB87niMMZ1W+LQCTAhKGzsNNmkUhOz7gT3YlOZkyp4XiOyflCDuT6AWzRzezPuGThvnGGICAcpuM+PD5zf0t0bTZ4SuPJ1nfIzR4dSWI8IBrnKc40GlAC/ZhzcQ1mv3hJmAg5FVQUd1kBKoTnReRv8qqoTREhnyqSiuNuHw/Q9Wx4CdSsaOUrBHSl3bzstA9Wi45OqIBZemGFcm4QOgAKY16ndeZ8zD5KmBEPg2vkORB+TOeCFUsbkwRnipb348TEfPJe0548S3dke/FUcb/Tne70PhTuKqdHDOxhiR36dtjdTkEFE3ZsAPitcJ7DGfStSPo718BbxRC6fEb2i35Fzz0DlHbiAGU7IbmAIvKrHN53Edkce7e73W3oq8wAglXCWyas7wRxe7O2U7YXOSe5Tqb9SQ1w7pdn0VoqeGp9m7FbZTeyBPhsAoBqWG5uO1qsWAVQ7IetZgIVIBxWNMd44gWzTwnzOYcxesY4AKiArTKxcMOBvWCma8Yaz+gDEzCOeYzDEQLIMWnMYxpJ8qS+sIIIukW7zbS5fbTR45ztlvU9Uo+dktkjYEBJNSw0zl4nnhqgKN+m4twJat6Oae0I4MgeoZEw5+PlIuRNwJCBum2IPHjUAYa2m72iXQ4nABLz4u3Jp/N44AFogJQ53kmlgBM8b2pj8ewIFbJ8jNEzA1PaA33rRZadDO4OZDBIm1hnj0T6/JZzQ7/SWdew3e5kytD2PF/PzvS+/lRD3pp154/1zudmm3XGXivGyed0+BsKnW3WTYcKMH4ALYxs+iFeqkMK9O+a/+C8DmYjGbjAmnN9DxA1cRybga4RnuR/QiM4cdVL9zPkvitzVhm0VXYj1e57e+vvKam613t3/s26Vv+ugKDqr6MJbkMr1Ofzo1dmROuxJKLjQNTz3uogosI47Nnd7MuxhM6IXgH2HAqv0R7GfnQNnSKigi7Xe/S9VqbO4KnmkC0FxrPB02tf+9qhQcRUq7fGi4A1iuQGw5bEs2QmnV8gD4sXw8PlvGFT8pCTp4RhAiAwvR5vlAdNsjohgxg2plnzomFgKpDiBUeg4fFYMWhQgby8XIccJ87jjpxOcfHFFx8W4cr9hfUKUKL9hESJGScRLyAp9/+GN7zhMNyQbYn5woT5WdHJSBDPvqZhSbAjbAFzRjJ5fo/nYM+G+jlhs9LetK81AK+yXbEnVL1eK301Zqblbaiqd4W0GCnCRWwDhNOnDXYA3ZWx4W/Xdcn+0cX0tfQnZtA5X6PeSwSdwwmDAU5+pHM06Pe5BsxQruvq+hEMO44MtoMwg++TwcHPiiT0tCH6m/u4613vejjryTlROBrkgDoUYbBkqYPtqme7lVqWojoTm4rZ3cpaVUelAmdHPlpAoA74Ph/HkX8HgE8f9OQnZtFxLtdIzCd9nHENR9oz225zm9sMYxHjR4TagrBXtDEpMrkeKSXMiOXacTYYe2iLVwaAeSJsx/kd1obV4tnVBHc7d/7wHMww72R5Fhs1ttUcp0qTtdgKN5Df7bFGsn8AADQ9dD4hpOwHvW9PFcPP9EqKZBq5g5ptyMhb4H86K4ME7I09We7HimevEaaKhFOvAeZnwbHkS2BQq2LQgUH4Dmu4Xb5Xz5zI34BeD4B437S35WXQUWHcVtmt9DxWe058t7wm95uImQxv93H0Uc9cMXgye0R/AHxUg27Glv4DeCKsZXbUfREdbHmTtNkz8fLB2MK04sn2jKH7t502hHMY4ABG+d8hfs+yq/djxsqDpe+pJyt42q1Yd+r3HGmxPpU9av0W4Xf0y7bY0RUP9NVB8dgb4RhCyS1dc+6hQZrHLjsWONv8TtvfWRaKB8BU2+O0GOsSbah5SKQFkWMLoLTeoHe2TYxrXKfFZlfwxHG0fyfgKXk6OXlmreWb2V1hRlggmAdjIxTvLCDIYIIBnHhpZtsQAuM8+dzvfvc79DJzTOonMY3YVHrOkQ+JaOkwINT8zWw7QmVG/Pk9Ly6FLbM/eUh4o2T2E2aAYcOo0oFzjTBszDKy8QyDlP9j4MmRyHnJvSAUGACXdrMdjxnvPMcxIyAf2Ky09/Wvf/1h0T9mMqTNuS9mVdCRAJZ0TDpnPtThsKIQTqRmziq7lV54m2+H0cz68psHefog9HYtD2LA4m/yd2xs6RM27s7NqywX56JvkX8BC8p9spIAEyl8/spGwxSgM8yqiTebY8KO5hrobGxGzknaASED7glv2Am2TNqgPcwuxVGJJw37i7OGdw6bW8N0HgTroNoawFss9iq7kZ4DYrFDyncFQ7xbxq9amgMd9FR5AwODmIhL4Tg9hv5UIxARzgNoSn6qCzHz7YKR2AADDc4JC0QbGUPf9a53DTPcPUut1cfziS3JhzQU9DDPIceCEdAdnln2yZiaYxi/+QAI0UuXb7CDwntphe787jZhHBcxT/YoYZfMFFVGhTwj1psCCPA79VZ4CNwMAzsJaq5WjmHixVI1mKn9pupqwb5K2xECdA0IQgnUeKGD0SaMOveAkuR81LfxosQRBhfPECQvi2frDsczJFnPCX1WUH5HIfMby+X4vVVvp7KA1WCjoB6g3QdWb/h4ZMwjrqwTwIk+hwFpTeG3Ia/b0WODJ4M5T5ZAD/mYgTJgoA2AJq8Qj5AQ7t+qpwrwAUSZ7bKO5TtgCXAV8aCD3jKAmc3mPsj9y8cOC7lRrmDuwY1nb9aL51NZw9a79rutA/YqJyMtwNSy2bbLhM6sW4Sa+HYfrHY54pBYtcOMH17OC8nvME+E7exsMO4a6BuEuEQCDoWjIrT3PQfOEqG1yhL7udjxIoqEvjPGOdRNhIWUlJACLeaojpmb6EoFUjtJGCcERU0mHoxDaiSHYUzywJPDQx4SgCZCjDIgCdBE3g75FJG73OUuw++cN7/nobOsAi/AHddTfnm45CsMN37gNYdpolPl/phhEA825yc06Mx+8qpyrrBMYXeobs5g4XMCxMgHu+SSS4bt973vfYdnw3nTljB56fBph1fI5hvjzYtmcMi+vBvizjknrJEpYlbp5tgIg6/XODJ7wf0wuKyyO6mTMapHWPNkkOgB4WfeP0YJkIThw2iSI0Quo6l2A2+Mr2ulUFSu5hYYTLm/cF+0jUGEemfJe6BOW8SsqPOPzEDBQkdX0e9sRxdjdHN88iaZGYvh9/3k/g0EPR3a4AmGONeN5815XC2ZZ837S5tg531f9pDr7LpNjPkqm0vPIfSgzPtCr1xOgtCTmVUcWuwueahOGfE7Rt/q5B3PVm+FuAFRfJMrFOF4ZqWSb2SywGMnOYLZP1EQAzSeE+TJPx5ETShES87gPe95z8NxM+cligJOiM1hvHdNQe7dYXsmXwD62N+A0YDTM/oM6Go6Ee+09oGdME+ecgiLBO1txF2nI9K5YJ14YTQe9sShBpLdoPgwsrwsPGIMqJkh5x1glLguKBagYKOLGCTZA+7lY5BYDsAwUAPB+zd70CgQHSKGnsHSSmmati5Lwf48eway2ml8Xtrh3CnCqZ594YGwxtpX9mm3MpbH1NoHkMEEBCdUmh2l3wIaWHrHdc44n40L+o83jNdow2cKHGbYbJDX1HJuELPf0GPurYKn2qdJ8sQW0XdrHpa9VMIUHOe8Ej9jng866Gv7eftduF3O/6hrctb8kvou/d1jqlbZndRnXZkOM5b0TSdls9g8eTwwN55eXyMC1m2DJ0gJnB0nbdOfcRpw1E1e1Kn85K3WtjOm0Y+ZkEUIu7K779GMOUc6IoyZOG4uMlsjObUIbHUcfAz4oEZNWg5mLyTb+q113FbBEwvSAjxqnBZAhcfm3AFCa3Qewm90svydl5814HJ+z6IbGnkQG6aeEquh0ylrXgIvzu1kvR2MGetX8XKIuRqscJyLRnoQANUDjEhSNdWZb1A/32Gqcm1yQMityG94wBj9SH4PWienyUwB16BjO2zjb95dLTnBYJu8rCuuuOKwvocHg7CMvi/i7KvsRhwO5/+eseB38pTC3tBfTGs7/AXYhvW1wadf4MkiHjhqzg6/GbjT/wExMDT0UYe1nP9R+xXeKAuieoboGNvFAIJh91pYOEPOI/ESRvZsaz6InzmpAjwn7pX8qzrYOJG1FsGsOScGfZEe27jK0YXnbxBQ7af1iDGMcYqFZfkfdjNCjlzePXYewsH9P+dmqRJ0HCbZDjx664Wj6X85Nn0P3WPM8cwz56/CbOG8kLfn3/wceEbYhtvf/vZnORGwvkwMcdkcs1fkK8E8oYM1zMezIeRfdYKIih17hz+xJyYquIaZq01TURavbefwj2kxGmp2xiEGXrTZHHvH1TOrOREO68FA+aW6HTZ0rbwQvFTTeM5l6iWX+ZyVxeEe7d2zL0DOa+cA3Coid50sU8Uoiffl2h4k7M222o9B93O1UngNJBt/vw+uucruxO/M3y0lN3jB6HkJAhsM5/54MPf7NajoeXTe1vLu6t/up61juK6dhhYzw72Y7WIb+xk8uVivbQXnNp1vNsGVxeu91DbUOlAGU75nv4tq5B168PNdGafj1zP/VrfbJjuqARDA2aZvVeDlkBv9pMV80idMUPB7S39aeupztMaE6hTU8bvmMOE8+zo3O5i4FMk3hAnPxWM7+mBWCvLBeVbVzoE3DDh743x9b1Vn63H1fS8BUbPBE41PHJTBle25KB5YgE1yd2A0cow7EzFSPEm8XHIJsn/yfsIMkWuQ8+X8oGhye3jBYUJoh1++K5eyjWqovHgeaBgd9sv/tIl1+DCAaWNYKmLD2c4K1oQczJgRt3VVV7xwXiJUK7+TZ4FSQtXSeZxHhYHHkAf1Zx+2e20jgCdhFABS2p88sjBiDtN5FhWzKmj3Cp6OJ+cp0mI9HLevAAidqkAfyf+82/R7qPWc05R/bZPDUnYe8Dhr33GdJ7cF/YheR6g9xuwa52PgeDh5nHC7QSMzSh2Wt2eJ2ClwWgEJrB4scKZY4YBnzyBJ3TbAE99Osud+q3E3YGqBQL+rVXYnTBbAfrZAvcVpKzAa+XgliuqoYu8zrsHEMMbgEHsMNSvpHKtqkwnb0VcZi9DRSGapmeF0eI98JogMxkbuk3HNYbucgxSAW4gthiipzBDt4DjAFuMReuL7Yn+Dpui33wvbGb95L2asOB5mrIKt+l5b27c22w7wgWcGq+IHSAdyozHorhuR8zH7DEPoWWuszpz9WI4Fw1SNH8vD0EY6FlOYMdoOsdkrMICzV8DLNNjIJ/s4v4K2EU+us+gAVVYkK6lnDkFFEg8mNGjhOQNEDRidM0JbAXbketQwA7OLMhhQ5sCdns7K87MntMr2pcXwjHnBlV2kn9nrcn+v/R4WlkHArKfPaYfD+h2pZQQMnmq+FQCnhggBUbSbcIIZIvQOG4Jj4xpqZtr47hlFAzMGA+wZdgDPGX3i/IQOHSrEDtTQQYt1671P/7/KboX+0WIkekyrARTjmHU09tOMZCT7ZztjR44jgkJfsT1O32fpFMLf9EWKJjNO4DzgNLuvodeALM9WpV1cz32VyWEOARqQnJFD5pzayoDZAazhx8oE2Sbwbnxtv5Ma9eIa1UHpsbrs434wxkodeWHgXMCzS3hZbjwvAUNM3STfCICHDkDck8V68SJJoKaT5X8/RJAuyZ0g2nQ6Vnp3aMzt5oGRO8T9Gcli2LkGnihGHu8eQMHvGNm6ajXxa784OgwAhrIOLLDIM0cpcg5Wf/eARskCL1nhAcveEM8+5yROn23E5vNMcn6qtMMcesHmVXYnNriIDUM14oDp6BosSt6hjVfLONggIgAgG0rvAyvEB0Bjr7FS7uiWZ9k5L9Ged45l0EgeHjplG2NngRAByeskvnv2oNkfdNH2yCyat9ne8Yz9zGsosHq9vEMz3VPGGbC4AqeTAU/WsdY3/cjAx0nZ6VtUv8e5sPNO340wg6y+a8A8bBBgw+MAjJVn0VrfPeXfKTO0nxpl6DNgyZX2DVB8nzC0Zw7sg2eMo2vWa9pf7Y2ZIt+f30fVLYMn64kJHAPZOe/e510is8GTH4wZlPqgnDeBMXVRSViQNJbiW3iPpuLNTGHQmX5ZjZzRd4ymF9Clbgyx12xncMh2ajORvF09fFPuFNtzrRem9vMyOJYkdICYp7PWjmDak7AkXgseDEwc3ri9Gnd0BiCDpgrUKqOGUuVZoKwMHLTJXo2fzyq7EbMTLebEhoIBmnIgZp38vlqeIX9zjgqeakViQBMGuxp0X4c+iOEG6GR/dMFJ3ITuaEfrfh1qQ+c5N7rjMg2Via0OhfW9eqvYCOwTwvOxExbxbEWu6e/qBdd34f09kHvfVbYvY3rh74iZEUc+3FcCrPI3eYfudwZpjG/um1Vv0D/GL5e8YLJVZVZwpmGsHDFw201EoA84zbYdjCfkMJFOs3/ADlOCwInw6IzZap51fbbccw1vcy8tnRlzMCqr2wJT/n8T4DQ8/7k75kUbJDEIM9DSEep0d2ftsx+rrQ8NOKiZhDGOsIZaK4EVKtLME2vd5XfqLwHE0hFy/eT05P+8eHsB7pyuj1M7siuxQrECJPG+a8fG8wDQALx4edTk4dx5LtknbaSaNwqT+0KZ8sn9sEo8YMheAQMezyznNvMWYJdzoMR4B7m+E/IjACk8EoPMVbYv7vctI+7t/pB7lPcYFrEFuqakGnLyL/jfpTwcToigG04GxcC7/o1ZI+c2Ia5+b5CDnmELDEYAfennpBW4jAhFA9FhHBSu1fLeGeSccOvw3pSn62OmpDIffh8+1yrblcrgztm/5iXWchjpW3nnRC2qs99iJREDd5cDqCFk91fntJodan3Tl3E2+Hb5ABfm9DU5P6WG3nWQruL8SusaQIo8LABWBaq2G4Qfe+COZ+TjK4ngtJIK1vyc6zu1Q7T1Ok81fwCjwYvNQ6RIJp3E3hj7BdDwMmBLmDbtgZ4OwTU97Rnakk4E9chL5cWiGCyZQnjLgI5z2NDT/lqBle0oDc/CU0zpRBhNL2xqNF6noaaTwZjlN+4V757zOeTBs6TWDcqDx80gEeDj90KdnoBMPKVsJ+epRZdyDZ7hKrsRK76dhkiLjeIb5oZ+3fKcq/SYF7abjud/gyf0C+PHvmZuMMoYcOyG8/oAaTgqDnHUwcRslwcxngn6RvsAaGaccHbstNn7bSWf+r4Ac1PSAz3eXv+e895W2Y608tCqtN6JmcgKfkwUVMap6ldLzLbYkcF54Jw1H4nwXAVTdmQYlwJwKrPFb3ZkmHRlnSXN5t0H44lLAdB+2sU5KJLp+2oBHxgrF4L2c20xV5XZrWNTyynpveclTsqiUgUwF87nIXfGg6pzCrycCjWGAA1OsHb+AFWGfR7Oj7frh0FdCoxpDaVh8OlUrMJuDxJjiXdsZs1MAKFBDDlTU83q5JPrhd3JdlgA8jEMCiN0miRse9YP5+SZMKBEoEyzLiD7AZJImmeQcJiSY6l+zir3AM5cI8+GvCgDYAa43Mccb3qVzcSsXyv3iW87DxhTe3ItY2CHx4YdRqZ+u0aMr2mDTj0kM0zpK9ROg/3BZuCppt+R52fjzbWcWOq0gMq4sb/vh20MDr4GeXwMBNiHnrEGiNZ8pPrdes78Xd9fj62yrGzT7sXOSYudaL1r9KulY1WneonW7l9mPq3P9FfahtPAOdAtdC3fIQkAQwYNjDkelz3+Oek8Aivlfo/DBPP0joM0GpwiF/A0y4VT4kK3Vb8MeMbsV+/99H5v/b3kHFsDT6DMCIaRqe9efd2ghwfJAG/6ngKahNgieWjEVLk5HmbABag3Qqd3bRaMufOs7DWTIJ0FE53QR/jL1c2JEzt+SzVmOnLaGrCB0NkAIdkvyzhAW8Kw5RphmaB408aAypzbAwOl9OvivnR4lorINFgoVp6D22RvBarVCx8H4OU9kP+V94pyMGChlHjxq+xG6kzHGrrhm/dBjRnXLrPhap2nAi+vdWcDCPjgOD4OoRMig5ZnSQWWfsGoUg+GnAqWWfLaVhhacjUc5oOlqo5AxIwXLK/pfjPMeOjYDRgzP1vE52z91pKWl9s6fi6ztIKo3UkLiFddq4O8WdVIzcmxbtW+52/6rCdQEEVxmQLP5nS1bjsq0bXoRork0sdxkpmNajaacyM4P2ynWLLZX9pEWO+dB4wU94ENMVPO9jHHpAIl26uqI2biql2cA5xaOkebe79vbWFgQjpQfq750qILaTydggbyEvgGWUdA4s4Zgn7HazTdX5FrTayj48GaOB4Lw0SnYbkKwl2cmzwgknIR8rycPE9nMbiLcBwhOPI3UKbKMHjgqLPc6BCwcCThG/1Hat0PlAjQm98Jk8IQAJBhwKhaS9uvvvrq4e+LL754bvdZZYH0jAiGg34f0IvnifNATS47BjbYnp1TDb2/6VcAnJrzZxBlG2Bjy/4cS4V99K4CGO63NXOvl49QBzKek8PqPLM6kGGHeues9H9lk2ijARrt96Ayl6HyttoXVjkZwQYz5njCBGMeERTeOQ4NE4YII1emqdr56AcLUTPDmX6PI01ZD5MDpHkw/jKWAMwijHvWD5wMp4agh84DIwLDuAYwu/kBsMNR8USTFsOGmI0bc0jmMLPVLrRA1RjL27IXs/vG3B1pVAbdfOeluNgjBikvMcaWQnKE0IJiM6WRafYY1ex7/vnnD+dMQS/ABJ5qzh1WCEYl1wsDlevkm0WGeZn55HpM5YeNIa+HTskDA8BwLMxUTZpmWqnzJNLR6Dz85hk+Bk/MJnRbCCW4Exgk4bUDfmqIIgIoQiEBQHj5nrUXQfm9aHGEcvoeuGAGA55Qcs9YXMHTbqRHJaPoGNh4mbA7GLK8H5goOw0ArughRt+GzcxNJH017z7vOHoGQ1RDCzY8fDDwFKglVEaFfYy/145zeILzcc/0vcoSGKgBglx/zXWhXIqkBYz87FueMLrn66OT9Vl6IOmxVpzL9+jzuz2r7F5agyb9johFPgAb3i1pG7xzxpjoS4oOR1g/1Q4sAMXXyviYa0SncTQsLifA8mTk/rpNZl4hKKLDONhEHqj5BIByqkvNBXNkCN25mVJLao1CM2tVl1qfnoz9NgaKpqSlz3MnDSwGTwEreJiequsCexhpe8OmId15bKj4Px3GncwVTXMOGB4AB0yQQ2VM5cdIO/wWMXAjRBih40Bz2jBmP7x8z9jhPE6wy7EMHgac+Z/aOw6pROjEDg16Fh4dkTwk4s48W7yEfAA6eCYRe+Vm1KB88zfvESWqtDSdFIC5pJOtskwMDiLVQPBuALzWL5gn12Civ2RbjCjgKUKfM41OGwjH1XCx97Xz5DImzs9gP/pdnamErnhAou8D0gzWqqFzeA7v2obdAAfhHmizZ9j1GKcKcOyZW5/r771BAvsw5n2vslthHKP/ImaJ0h9j8yAGcMDzwVGJMM5AHJAbhD1mEhPHOueItnhcQ+j/1jXGEI7FqXcVb66Nffc1nFfF+pbOVWJcwEkgvYZ2RBwaN9McqcSEHRKz1y1pMbG9EF1vHKrbW3mjLQC1E/DETDiDIKhEh9tYjZkH6ZslrOVy7wAuHnrOFwBgapKENEAJBt3hMsIAdE7ABtPr0x5YFDpjPsR1U2CQit3UfqIj4Xkw4Ng7xtDz0EmMd6yaYqAkqZuGhS2otC5F/jDIsAhh4VgwEoYJ45/nk9wlOi6DqBWNpP2cA+WOsNwMZRF4lw63RnKuAMlVdicoegVP7tu8ezxh1j5Epwj1AoBYvDRJ2hwPmDYQsVdJ/65GnjaZpbEhov6ZS5BgwNkX/a/gCXuAxw8YsvHzDD+MM230zFg88JpD5vb7fB6cuBcf5xBBDQuaYfL91QGjFWawrMDpeMU6VkM+gKPoF5EOdA2hj0boi0RUYI/yP7abMYFjzfKgS3VFCxbSdV+zTc85XXGcqEb+Z2xhrPFsbOf+VefAqSToEeOaJyPdTOMzbUIvTAgA1qwLc8CR90GmAJR/r8CoOkdjx259th0PmTwkgIlDBV6uhFlpIHgDGX9s8Cl34ES1OkMsQmerVc39YGCzYKhqHSTykLy0BJ3NRhRjTXs9G4+wnGlQ53hgRANsMPTumK3ZRR4w7KkAaACsbjftsUfMc2JAgnlySIfniFLB9sGU0X6Dx1WOR+qA74E7/Yx+7Sn2zsMwMHD/5uO+7GvQl9Ff3j3iIrmwloAm5yhWA+8QOG11sUwz1rXtkeql038JTzCZwWE67qtS9OgmjoZzNmzQ67PxANBipRB7263fW9K6T7OQq2xX/E5bDkIEPYFJtaNgYM74RfqGy8tEXAPR10UnyTkyyOB6MFH0S8ZWxjvACf2FdAwDfDsXlCrg3vhwfkiDCHaD5WUSVryZ2CPuEx3k+fheWsztHKA057f63lr7tt7z1DFbLZLJxUG0GB3HecntQeHzdxA3idi8QECSp8i7pIHXtuMaLJxL7oQ91bw4rsUDoDhmXnqSomttpXQsZqlhbGv9GATGJuci76sCn1wv95Jz5l6Tk2LPhIVQmW3XSqwl4dttAFTBgMEYwOQ57uwO77axPc+B0CS1N6Bona+V95l2Zl8Wl4RhAxyvcrygCaXHaNKvYT8RvGUPwA7J2sjW/m5jjdNR2ceIWVP6EyCKaxA6YD9oftiu6AMODUmvAKkcH8eGyQoMAmbfDJ4AXUzZJhThlQMqgOI+AIcthor7cpgFGwh75339rmgb0jLYrWv5Pmu4cZXtSmUi/P4ivAvyjHAm0Bn0DFBC/8/fMPgACo9rgKYI+uDyGY6OuOgz/Q7dos95plyuFd1yGNJpKB5f6M85P3lUOBEOmedesuxMdCoz1W9VZr4y2coEgAFWDf1Xhg/pgVeLgVcPOPm3CpymjttJkUxfrNaASAdgRXRKGACMmCXAgM/ADY2ZwZlOVpmdXCPnNZ3Jwou8KF5OtruT5XwBMqBmOo3BU87dAk+0p67zY1bHXqJfipe0yD6OX6NgHgCc28E1HNJgMPQAQhtccTkCAGW2IUCTZ49X4b/NhDHIct+wgHyqsVll+1LDRn7fAJ7sk74Lre9Zp4TwIvQzgLWXkog4L4f9YV7zjUHNNcmnw/DTJzD+7ouwnRhhxCxZBXc4ZTBPnLcytO6z6IzD/jg5zBo1Y1vrOdnA11BDNfBm/twugyr/XsET9+9jfS3/z3XROSbGrLJ9GRtEyVXCYcbR532ZRGA7uuEc2fQrJiHVUDcgirGI1SRoW/5nzKPPm4Aw80obyLOtDgNhOhxhT7Iy02ybwTjl9V3fe9BOHBd0p4ZBzb66b1d2y++iBZp8XITz1nNWwGSpOoeum7XfCXiqACCMTm48BpVFZTMLKzkV8f6CfKH5MNQ1cTn7MJvM9DRAhpsMAMo1YK8CtnI9HiA1iWCyYEnwFnINFi8k1ovXiGfL4IN3nPuLwU2HzvnJLeEBO1RGJx0eqBYl5R5Yjob6Vs4Ry3EsYUNHJe+KpWZiOOuLpeN4migdPO1hRhw5LgGq3AfJ9xh+gDCDJUxCnjtCzD5t5Jyr7EYwQC2wHOEd5R1Skd5LK5ALZePl0gTebtbR3iEGD0854sECXXMFYkATBhlDTZK62+K8DZgdFvOuYBDjyHnps63Ed0A/CbQsdp1isswYNNgykxVh8MC4UtfMzBV6X2fy8Z5cMqJlyHl+hF1tQzzYWFbwtBupbGB97ugZ9q8yKaSr2CEBpGR8Sx+oS5LQj3AO0IfYerOk+T+f7EdOk4E8uYz0UbehFtrl3qjBRm4xJRjo91wLMOixKeM6unODSAzGFIAhz5NzWM/tdDG5zA65wU+LcbJjEemVF/CziKCv6B5sOHnOjJ35zvi29YWBaaxvxJ4UjAcUYB6ua7jA/NQZdXmJ7hgYPs+Qw4uE1eFcNlZeEZp15DBOHOeV3SOOQdtAYpg9ndpeLgyAj6MDmLJ0xXSAG6EJvGGoVjoCncteradem1JtvReHYGCgWDoHj4KwS549gDPnzHvDA/I6SiTbOwl9ld1Iy3ty34yYHXKNFofC3QfrdHq20689U8bXc5FM65oXxSaMS7I6x7ANJ8qTSLg/h99dGNBtcJv5vQ5idtBoN3rObEOAE+3i+boN1TmyUfczIDwTod22gRxbQycGntgsbGLtA/6+853vvPV+tsr7LhNSt9NXGXBrn0QXDMhxOiI4ERUQo7+Ap6pr+T9jlyM39dpM3soxzjvyPmY/6eOejGEWyrmwEBm2Q7YZZ7TGKeFGchZhqGpSu/OqvJ3nYeeOMdH66HfiiJeJBe9jvQYb4Ow5soOtBMjNldngyQvv8qAjrr+U7Rl4M8hmEA6AwRPONuo15RzM/KECN50nYlaEa+T88SJ5WdkXVM70UWLDdDYoRWhXDHvaFCYKIMF2qNB8mGpKHoaZJFB37of9rDx+aVyLGLgLlmHM3WnJ+eIZ5fooaa4ZpiFtZfYUeWYYY54dHZs8q7QVT9feQc6ZbWlTQF7Of+21155lFFBSZlvkGef7IQ95yOyOtsoyqYayAic8V/QRY+cETQCJDZ4NIQawhvF8fYeg+d2hLYftMOQAlQh9ByDD9XxObAR6jU2xHtUcJ283YAMs4ZFH91ycF+BD+w0uCXmghzhifh48d5wJzmvwlO3MTvLsWnQNR8ZOJ4Ych6UOJh/5kR95rP3vpiI1/aKGhxikeS9VKlvoPpoF7tFBO9c1HFV1suq5Q0vsBzhxoWnYIZgoO7q0iQhKbD3jZvbJ+AC4Sf/lvISfaQt5t7e61a0O84fRISZrcE2H0omSEJYnXOcaU2aUeQ4cW8s8IES+zES5/Ai2JbgkESuKXFew7Jn397nPfbYLnkCjjhe6sZ6O7PoPEV6+q5lidDFo7qB0Zq4BWnV4z0W+SPjE6GLMKgPk/AbnS8AGGTxhjF1vyR4xz4FZaUxP9bEYcM/8oW3cnxUCRUU57Mm4nZwH7xj0zDOm0xmQxpDbAHgA5picK0oEawezxkwkAKlj26vsVioD1aKoa7zeQAc9NCjiGw+5hrEi6An5DwYP9NOIHaca/qjAxiUIMOwAHteHw/gZHDm30cAJ1gdjj/EFRNkuGfjV52dx3/bAhR6gGwBXs1aAJ1g58jjtFBGys5H3jEW/z1XPdisVLE1tawn6YB3BRvPuW04Q0gNP/Oa8ntZxLb2ADABEMdYRhvOHWfLcZ86X7RSMJnLCOB/QdEuV0zETZltC2ypz7DHY7Taj5NxoR5CsixEmkTkKZeeI8Ts6GSIh5wM8+Z7BD0siKrPBU1gfvyhYCJb/yAPOwwzazgDMTBeMqmfb4NWF4QAo5Bwke1MF2ZQqDyL7B0GyrlxeMsCAa6QzcG1oUVAxqNedKv9nZlyOA4QAiNJRvAK186oIA7JQsGtKgdAjTNEmCTAv0UvIEIcGmOTcaR9A00UzM000bcBTSEfIN7MrAJn5P/eOd2BvGDRPp8kn78IsBvfjQZFOzfZVdiNWav7n2WOY7fG2ZolFHB6v0nt/Znha3nRlaujvEedJxOji5SZ/ELYUvck3Hmy8ZYy1l2yBJbb37gHD4Mk5Wx6kADleMcBhveoMGvQBOikO6FyR6FFmH5EXZVYa8ISQj+nJF/a4AU3Oo7S3nvY99rGPPXK/WuV9xYRAi3ma+m45JDV/zZW7/e3jK8iwzlWg4TA3Tr8X42ZdSRZ9d/4g+0cncwyrgdAv7aRTaqeCtF4ZkPeWBGxm1/seas1AbIZXREAPyKVG58jxzPmZ2UdKT8ZDxm7rsvUbcgHM4qVu0hbW1H30ox+9XfDkvIf6oo2sK53uZMhKu9EBzej4eDqzOyOdJuL4qqdVUqgTo2SK0bFYEDbnIfabNjvPqbaXwYPj0gEdE69MFe0lLEC40PFZX6MqUJ0ibbYu/9sYg7xB6rQDhI4hZz+UAONOG5wIbPCU45iBtcrxSAVFS44xc9XSPe9v0OT8pIj1y0avhi0w5HisroLOhAn2Redc28leMuflWg4vOv/CYUlL1aVK+bNPHQh9bbPcgJ0Y6ugGU9ddHsRhO3TcCf7oagVPeM8VPMFErXJy0gNMdSysDJK/vb32Qdt6615r2j/70OchAVzmgCgIS8e4DqLHS+u3x1Zmd7P6hllrANCZRg6Xnb2W9J6Tj6O/4/gwboUMQPfAGyYFKMGDXjnkCYDi/NSL9AzDnIuUlrkyGzxdeOGFw8UpL0BVUSs8rA9FtBhs/fAMGCLZPyg420jihiWy8cr5of2DpmsyNx3CLx+KjtWmAWVpZ7zGSGpWUKPK9Lu94AiGkk7s4oGAInfwCDMkQLR0MpgsFxoF6HHOfOJFBPRRggFwlP/JZWL6eToPNaagV3NeiqUR7wU0BdFzXiqqey1C8sT83uhodOBVdisGPf5GqoHwwO/EU9PlBiE28PQXwAthL94zxhidc1+37mHQvRQM+8Qu5G8MZK1yjGPg3Dz0B3a2Lmzs3ClT8bYv/G863/s7lGfGibzK6I5TDaJjLrWCvqNb6GJ0i6r/sUN1VrBn/JiBat3HKrsRgxv+Z3waA601/aOyte6jrd8tDqnBJjkP0KkfnoiR/kkpmgj9JtuzXiyV0ZnhzRjLeBkhbYM2mcgwYVKfT8Tgi/EvAvGBOB/SM21tu5jkQgQFkJNF6KMzV1111VmJ+eQ/ZxyPXuV/Frln0XtYW9tJT9IwqMozIw96JwsDt4w3HQS2ouZomH6syBtPFSqP7dXLBNCAmulkMDxelwcDzj5pD/kUvr4T7pihYIbFVB/3Wtten4uNMS+MDm8waGPtDug8I3fiiPMjfA3QNB3Gsw9ybow03jIGPv+T2J9jUdQ6E4j74zr2klfZjbg/VeYIaeVjGMzQpw2m8BrN1KCb9nYNnuhn5D9YX7iez8m18zfV/CNOJKXfOiwRcd/m994gBljEObP3al31wOLnZTq/l1PC7zBPTFDB22Xxcd4TepMBgMTUfMewM4HGOU/cK3qPjlmWeMKrbC5LQKpZWsYfg6XqsJg9ao0h/M6YhZ7B4LqQMQ4N4eKAowj9mEgL+UzWMYMIoiQ1EtNiaGtOo9MFzmg/Mz4RAxZHSqyTFdjAzlKmhxxcwu48Y5fTgUwweAIU1ntwKRKnR7hA9dbBU3JieElckLyFvMQ0Pjfq34iPGkkzgwwhxJTGpxZLHgxVws1A8QAiMFAY6XSyfJykSfI3LJinY+a3ME75pto3OUS1ojgsEfWrMHwwNfnwQkzBG1UDiGCgeIbkfNCp0obEdHMdaju5zgeKarCKEb/iiisOFcqM4JVXXjkY7pyX2lEeCOjYgE7AU5Q27TCIxHvI9tUj3p3AwNgzssGtORoYQecawfLY6Jp5cmK197PektOY/pJ3DgPk3CX6pI0yIBuw7raig4TGMcIc73vPNcmHoj1OrKaP23FDt+x8EK5wKgD0vn83mMF4s6JA/g4IgknCwOebRNR4wdkWXcOQs49D6n7P3C/vEf2uztMqu5OxkJOBgB0ZohvRB2oeslaogThjZAXBEAdmrlxOh5xhxkqDGvQDnacciJOkmXXnEj7sl3MA0DKu5Tqc2zXjAGMu+1Of1ZlGWJxQIjYH5yHPgdysfNA35yMBfqJLOeb1r3/9oZ5GGGtf97rXDc5JcAk66vQVxt7WO+45ZOQy76TCuDtGzXPCkLGNB+LifSR4E0vlvNBmFPbjxuuCg2x3UmmLPQI8mRkDUDALzbUoMGBG0g5FRlzjA0XAiONRemaABwsSwyNOsnNNDiN0XrppfaNzni3XwtDzTjwIUDqChDqzSgxAGHSeD95LZdXM2q0e8fFKjxmxQQcEeXHumhNEn8cBIQ8J8MQ79nRjqiXnk/19bo41cPLMTusBOmSjSdvRQb59z/RL7AtskFmq1iw1A05sAb8D8GpuppNe0QU+6Dj3RwgugwPLGAGy8j86Z8YYgGiAZKn5MqvsViqwZ5t/937ur0Q4KN5M2onPx+w0v2sDZYMnT34AGFHyI+Kxx/pu5jLiemnWC8/upj1OrkZPPN7keFJGXCi7jgnuszhr2B7PLq0RFOsajjv5hHwcGkcX46BkbMNR8ez7ypTV9pr58vhrJ3XrdZ7w2OgUuSFQn1mPNA4mCgQdJBxmydQ0xtwrQOccF1100SETw8w3wJAHb0ADCWWg3foiAWbZl/W00inzOw8cZaDj8Dv0O/ledOi8NM7ljlY7E4xaJMfk/MSvYdhoKzHsKFueGZ0NwJnOEiYpbYKmDELnHvLJ/3ke2Q/a07V4yEfxFFUGI6/MHcl75dmRbE5YYpXdidndup3+YhaFfaOj8SSTa5Sch9oXERyOvFtm4wCWMZQwNYTG8ETpB+gjOlk9O+sg+7C8Cw5CrhUhXMGggeE3c8NMVoMvGDLuH0BS2xNB57h29Aymjhp20U8YNcJzsMGAonynLl2+o2PREWaqUmMOffQ7dLiiFR7xt9u/AqjdCnbTdrwFmhAG2PSR9KHk0t797nc//M370B9xUCjC6Mk8ZoURgDk6gn4C0FwjMH/DhhLqpg0GRr63CNP1aQ/jAfULPWbgtKCfMEsfqNnkfm6AFztqTrHBBjiHNrP0c698k8tE/mB00OyuZ6wbkFmq/tTn0NO5ubKowrgbxwVtKGwQMLQwQQzYGBf25zduNgKYgoo0KKIt/O28pErNt1BxfcgkgdccCNeHwTA6tMCLrYlnVgaAJO3l3tnuxX05zgujOhcDj5t4Lh3Hi1XyO6CKfY3GWYrFzwPgWr0SZiHw/GAF1hlAJ8s0IVb6CMaUEHnP26KvOV8QEAK9b72hP6Af6Iz38+/ub2ZDYXHRGefncQxAzUwx4TPaw3XIybKeA/xbgx76jB74maFDXJecCdhah/HIFQzTlG8SyK1rkZpLwjvzu6vb/K79blfZjdQQeAs4td4BfZEcJYeQEXTHebiMNS3wRFvoR16PlLGyjm3cg/ME0Y8I+ghzizBe2KEhF5YwNKCIMdxLiO0LhHhmKeMDYXnuv2IDGC6iIA6PU1rE/+O44Ki4Sni1if67hupa3/W4rYMncoD8AiJ4h8QySUymum86RVDjcLED2hyGKSAp56RmFKyIgQggI8cAjqAoXR6AB4BBhR2hYzBzDGBCZ+Nc1GbJd35jbTsoepA9A1PaGuTt/KoWKKQWhRG5Zw1kv1wr56NDA4igOzHeZn9QLhLmWP/PM/I4X64JRVxLFNg7qKCUnBVAVBix3AOe0yq7E4zMXKEvp+94dg5A3SECh7miv94fo0Rfdv9xjoYL13l6vWeMoZvO38GGAFBgzAA9EQye65u5rAFeLUCqMk75dhjfTlFYObxshxZ4hgFEcTxwTKjqH3vyqle9arBvr33taw9n4TFZw45OL6Q9Zahbxn2V3cpc4FQH6PQPwkZhImFLTQZUMGXnw+OWQQdgggWIGQdzTuxxjiOKQc0ixhTyESEumOLPfh5D839yinIc1caJckQ3Mi5VwcG/+cGSJ7kGNoNnA0MVXfPqG4S4CdGlTYy3zhvOc/37v//7QdeS22SmiSiXQVOLoa3/t3SKfWgfYG8nOU/2JBEYEBgN0/p4s/bcbFS5KQBZzeLnRukwsE9OFmVfGyw6IJLrBlxQHIx2V8Tt4pMOUzBQ0KEJdzANlPCXn4sHLBel5J7xEgCNOZdL5EcATqw3F3E+E8ni6YAoE14Nf6OYDHpm1vAo/GxNX9ubIM/MA9Equ5E5A6c9Kt4FfQKv0UndZkDp95Hq3dJXzRw5DIGRow2mzl03xfdi1jjiApCcP33L9Dt9jlA2jlcr5BVxiJD/K6McqcX/zMhlX2yFDTxGPmApepjQAmE97tdsLvdd32nru77LFTidnMwBTvxPf2dJMJfOYYq/Q7fY5AhjjmeTs905dgh9DP3jfAAN7LhzeNHJ9FnG3xyDo+Jaf2ynoC0Mk3NyzfZyjfcq2Zt7NdtGfqSvg1OO/gQU4cRz/6TX5GNHxrrm99JjkypQqu+xslQOrW8VPLE2XHJxABC5YGb1MCsuFyaXAEaJhuVBAUjyAFj/CoOF4c5xl1566XBc8qToiJE8zOyHkYaRyjVzPvIPjMTxkqleTqyXEAK5TaBoKFYSrU1bAh4I42Uf1uKClgUM0umgRg2WaigMzxq61M8XhO98qgClV77ylcN5U//C4TvuA+BGJ6Lj0Im5pp8FygnwdJ0P08V+J6vsRsZo5ArUMQyAf4yMwRPeYi1sWWfhcT62G2w7BGFv0bkRFXxHsA1OWqevoRc2bs7HY/Yseko7PKHB3j6TNUhuBVgys5UZP+RSuSoxRp5nyXpYr371qwedu+yyyw6ZKIcmGfxahrcVGhhjnnrHrLIbqWB8LmiFBQnQjniWHBOf6BPpQxXoY/ft0ABoYHA5X81xxMEgmdvOgZ3hCDqJPjMOOgLBOJUPOsL5yLNy+B7n5x0HYT3uhw8TuACTOCD8j13iuuQ0hsF7yUteMjxTdC1jossLeCwbk8pGtY5Bf3kelSnc+mw7U/wRcnR4oTw4FsEEkbsuCkCAl0AyKMAjDxFPDkDCzUYMnigDQOKc18DhJTn/iodErJeZEAxITMNnVlok/4PYXdTOnQcjbmaNvzHopjANnmgn7ePeXTeE9mU7RcPoXPb6GTRcdLBSx87N4n7MTAE8nRTs83Cfq5ycoPSVoeX90x/xhAFTgA6LwRJAB7AFwHFfZbtnodVcQuc4cU5CBhhjzyz1/XAMwIpBhf7Zan8dXPDc0RuXNjEzYE/eH0IiJLNmACS3CQbdTlBlwuxsLHmn3M/KQB2PtMI7c1hfbG5sMLYUwID9NLh3hMUL6NZEcUcMKDpN/+S67uOMQYxv6Af2H70myZv7s1PkOlQw15yDsc+2BuD1jgM9QJ+dClIZqpy3TuaKoGvMDM8kDOtay7bMlTnv0Tlo1SndGngivwfDQ+zSydCgZfIXDLiYuuvZLK4izEO10Q1A8EwEJznTgSKs7xZUnWuQy+CHRIeh2BaADc/W1wc05G9yuKhzQ6dgOnI6JStUI05ixQh6IPNMpnxyrlyH0CHskwcnwCI1MMjRyrlcth6qtdKpMIKwW3RsngvMGe0nPk17c0w6dWugWGX70qKY6U8eZP0eAM8YVYOdmrzpJPAI/dFG14CE/sLH/cszZxwytidndovBo+7P/SRXIk4NoQQAS7Ylj5KSCXYs8MCxHega08gJ/WEjAGSwXCSBx2iT4xTQFBv0mte85rBCuB0qX597rL/VdzoHELVCEKvsTlrPeCxkF+Gdk0tknUn/MUhwTl3EFfprP/I7B4TUcHZln+ws0L6ajG7Cw2CMvFxyniAkoi/RNcgL7sMs1w0Hzo2LVpsIiC7lwxia80ZvncROZCYRo+QSBjxRGLOVEH7Ud1zfK3bH7dk6eGLAx+iyrEceuhkZ0HSlEvMw0qlYdwcwlWPJQbC3lm8WI65eMcL/lCtgpgDXcBvIPQq65UG5kzqc5hAGJRcYHEiqIyk71wV0AVx4OdyLOxVMnENfJHd7EHKyOArClFQ6I2FGe9C0wfkk+Z86WyTAezBmH84FuCV3jVoiHGdgusr2ZSw23xKznHUCBUbPieOm9SsQq4X70AN00Ibe3jAGnLBvzZnjHOT4GTzBmnJ+zhHgg67Sn7E3znFyAjwsKnYIEMZ9xwFwgjf36MRwShRE17KN6dGExP28/AwNAP3eql2bkso8rQDqZGTsXdmBr0yTQZN1KFJBtcFTJQnsqADaAWA1J9EgA+eoxUD5vhgv8htjjVlsCnCamTK7dasDnWKM8IoC2Q8nhfHZOUW2GxACAVosI+Y84d576OmFn8Ocd2y2eSc5TxHnJ5FnBOXmhDAMIQnj0HvOjbKXbLrPXjGeXs3TQFwXBhBVY6MOnQEisr9nxrnj5uU50Y+/AVGsRE0lZwCMQ3/ZhtcLc2PPG/ABe2RvAtAYo832dKqEMqkUnnYA2ABXFCpEyehAXBPARVwb2pX8LN4vispsC94HNLMp4lWOXyr71BvIrScG0Z5gYdaEY3rT63uAwG0yiGoJugQI97Wrzqa/UpgzzG68YPotToSZMJwTqj2z8gFsavTaxfqwGeQuEirIefMdYx7GKX/brvh59EIJbG+9l9473eS3VU5eKhPlftFjIHv/V32rjkq9pqMvtX+h59j3OnYi0SXGTtY2JZwVBhjSwc4/ec/vf+DIeMFvxivGGsaLtANwxLiddeuyMkYY3syuy9hGrbRtMU5T4mey9HqLwRPxUMJ4uWG8Ql6mvb9sy4N00icvle0AoIhpPxCr60RYvKBofnPM2KCABQdZ4b0OEKYkqSdBp2R5lgAdwmbZlo4FOKQNVhq8Xupb1fbzLFl2xYMiIQRAS54xZegJlzrESey6Ahu8gnxTLoGCo3jz7Me7A/zmfNmXwRBql8Frkxj0KvNkzNPyb2Yl3P9a5+I3z2zl9x4Q8/FjbbK3ZoNuPePa+d0zYSOuqWYbQ/5kChGmz8JEpd9GR5xfgdcbwx59Y7IJhjv6z6wogBN6kXMRYsh+MfDRt0zjRu8ryPQzrYNktQNjrJO394DSCqB2KxW4jw2i1rmqi5uwI739WsctHdyn+pPHvvRx2GhsPXlKthno2K1vfetDHYOBIs0kOhOHBP1nTCEPmuhNQuJJDAc8kVhuVvsoUt9VC0O0jtkJePIAT3XgbKPuEQ+QJG5XRoWKdz4Sy7QYeNmweR23CKwRjFVrgVqAmWe85ROw49owFDajpoYBRA0POvTHh5kO1ILymncwTrwoPF2KpFGrwgs3RkDehAjodOlc+VCYE3GyLijfeWY5N16B80pgl0jC5b3RaWmnDX/EpSFWg75b6Rnm3iDs3+buz++9AXyuIXGipftLTcCcGpRquxxupN+SC5FzR/cAS9Fv5zbRx10x3Qmz5FUQBoftzXdYp3xgq2ouSv2uVD/X8MSKXvitZeBb11jleGSKKRx7H2M6NHXeur2yukva3jtn65rYeDtZnhCFE8M47tzdM42VBPLJ+OditYTKAU8QLslxop4TZXrmJofP1Yuefm1DFs85h0Zk+n0eFEuW5IFR2ZqS7DFwAVawKY6/YhDJ36kgg5cFQMAT9Qrknp3ATEBQLu3N9VOXietFKJMQMOJpimbBeOCuMwXYyLa8cMATL8WLsjpRMH/jHVOzwmsXZZ/QmIQNiQXn3AFOVFYlIT7nMnjiHIAnnh3MGVQoIQgDTMKYULd1jSYUA4C1gqfdSsvoVUDk7f6/BaC8vR7XG6R7jNOc/dzv5xj+eg4bZSfWMgPOlfopVpslkBymYz/0m1ADTFQSUxMKp3YTBjz/Z3tAVP6ug1/t++iP79efsXc1JauOnTvSY4Rbv7f+n3PenkwBs6nz+7gKniJeGs3lSs7IeQAXZL/oGvWd8gE8QQxkLMuYFh28/PLLD0uGmLWec79L7nHOMTsL2/lBkbfDQOrcG9ck4kUw7R8DGGOFcTTSJPxFfhKDtWfoucw8L4vwHUCM36lv4zXrCBmAuF2DJkJOBOADYxsQQrkC4r3pIOkodCiAh5dXiZBsHYPs8CSJ4jBX6WSATJZWIb+D2QqERCszRGe2B0GIg/smjsxxns5N5+E4vx8YQ9g6J9uvsjvpAaG5HmorFNBjtOZ6yJWpau07di76VWWcvR1PN45ZPnFGomvoFuF3Fg6P0L/p0zhVeMg4exjyhOQI0wGa4hFTuM8OUb23eu8V/Pn+q2c/VypAW2V3souBtaeLRw1FzbnWnPtDjx32zliZ8Sz6BinCIuP8Tij8hoOxnfIhThvI79HD6FN0LeE5wuIwvLC8jLdz00A2ZWRNAvSYqKXnXMw8uaAdL80zbPD4GLgRvELCXSR1MljDNEWIezKIEwYje9+sVfbLuRJ/jdFzWIs8iQjAg3AjQI1kbij9GFGKeOY31rNKwmq8W4x9wgTJxWDmXDpXtnnKJsAQAEOOV9qa/dKWGOuwdUyhZv2edDRCD1Rnx+MGnDmcyEBC7hPFxTiO5HuS/Dw10wm3znHiHswk5n+YwlWOR5Ya4hZoqufrMUutc1YDUwFU7xx1do8Ndr7RCz4YciZlROcoTUBxSxyUGHknquJwYYSxEfTjsLrRNRJTo3OwTenf+T0fzyqtHnW9vylQZJZqCYPQ+3+Vk5Ebk62rrC7hOKqBZ8JFxrWMm9mWT8YrUnMgFP7pQHedL0U9KHJ5s7SKmdxMwAiQylhH9GVJYvhRQ9kGUHXbJjIbPFHvwd6ipyLzUlwRFa8QZiTnyEOF/aHOE/k5vFAKg7H8gVEu5+eGa8kBkrgjngXnasYRzmvv0Mcwvdl1Ysi5yv4Ycip1syaQ6ye5JECEDkfpgxhwr9ae73QqvuuCqDwbQE7Ea3jxTiKUamAAI5zBYOBn6ffF7076BZjVNfpW2b3YURkLz/m7DtpjLFHrWmPSAkxjIYoWsHIR2YiLZ+JUUcuJsiMx4AFMMe6U3SCX0uyOiwgSvo/ekfydb2o4RQ8JJTjnotV2t7fHSDn3o97rXGDUCguusju5sT/fGm4mZQanH1Yp41z+jp7lA3kA++Qwncuh3HBAmKSvByRF1+L8R9cSlmOJlZAaIQSib3Wx+qm2z/ltjpMy9a53FrZjUVim1xPPhHYjPGYGxBVFATZ5iLAgeZB5iSwgDMjK/xGXM4jUmWu5WUJ0EQwvD8Lgyecwe0I4EbaI0ADLOaQTZX+KZFK4D7AEKMz+YZ5gmPh2yQZCcZmeSXiOvCUqq8MYMbUzn9CoeSY8X8Kffi8wawCjtJf8qmzLwAN7RxHOWviQGU8VkOYa2e66Wzd2o3OapDooc8J6c0J+3rdnfOr2+jvA2+106LjeRwSd457Qq/RZciQpXpnv9P/zzz9/+P1Od7rT4aSTHI9DYr0gty96RUJqklMpSRCdCHjK/xQFbIHBmt9He+tMRbZbL7AthA6dVL7qzirHDZzsfDNORrfijMS+Z3yg2DNjH6Aq22t9pjMH+U9gguhalgyDYYpuQQow5oMberZkqV60nIyWAzjGLtlOLg2vzwZPrAlHqMegCLBkRggAgKFjsOd4PkafvBiYKbNDZlc8+4WClQzstMshp+yLgacT8DvnYQYBIArjjQEkWd0eMegdtoYEu1q2AYCJl0tuU4y6k97JdTp8OQdTRpktV402z9phR0J91IKqVWox8ngSTnL13ygH4dHK0K3M0+5kKnQ29xxz39HYflO0dmW/ptru3+nbrI8J24uDEqNN+AD9B9ijm86xxGEh34LQQXSBOmkYdBipXtigMnm+j6lw5Rgr13qWK5g6ORnTEwP8seNPo3hs8PhGxITisTBOfBjnHIVwgUuPxe84qBNIblNY3ehXHJOMb/nkWMiBXdRumgrltRj71jkcpt86eEqs0mE5BmbKCfjCPFhqOlBMMh+mK7oYoxOWsz3sS/4m0ZyBHsDFdl58XlYYmlwnBheGylXNY6BJajMIA5TQcXiQoHDAHkY858mHe3ZeU0BROh1ME/eYNsAw5RPmKZ0s90ktjZwr/+f5AMwAagwS9l6ZwUc7KCAYlE+19fx2j3vcYzgHyXnQsOQw8Z6oMGuQ5dwoA7TTajBuLNLzyFoDcc0r2sSDal1zyW9TSxq06kCl7WFTmSmHjYjA8l5wwQUD00R9tfRRlmFhmQdWDIj+4zSkT4dxivFOHhOrtLOAtssPzLnfVii0Ja2yKa2Q3RxpgbdVti92xlth2jmh7NPOODErNfY+uhadM3iiEC3rvJpJZsaqiz1TqueNB5MvMp5ln5e97GVnjWueCb/tccN6NcbIT70/Ayff+9Zn21X2x4iWBjqJ2wUvYTJAtPzmhUphOJwIDUviBOwaaiJJ2/vZs/RUftpvBsrAz2uBmZ0hnFBzulw631XWoe0BVSwiWcvg80y9lE2tM9UaeDi25nDxvA04zfY5ZIJyUO7Ag3GE43h+zntb5XhlagA9zca+DkroEVOao1uEE9Kfme1DWDx9kAkeLpJZV12nGGbAEpMwAE0u0WGwV5/rnGfXe849xqnqet3Hv9fzr8BptzI1sG5Lp45bJ7HlzuElcgLLSxI4bJTHbOfPEkViUhjj2nUHtQeZjIHj4miKiZElbZ+Slk5NhebGfo+AJ3ayth2AgO9cFC8RupwcgsRSYwSZUeb8IV5QDCcNZko8wosnOdtT+/2S801hPIBWrhe2hwdj0NAqeGnv3ev0eLHf1InKvQIiSRT3jCEYKJJPoSwTOiAhnDIIZvEoyeDlW3IvzK4D2PDcHY5j/SHClrQ7baM9vBcvjwFAS1vjtaNUrnbOzMX8DXvnZ7jK6ZTTBqAMttO3wygFHCWPiRB4+l2YKBb/ja5hfCkmS/9PXwYcxXDnfxhX1sZK0iqMFfpv77d6rXNCjkd9zkvA0AqcbnwA6jgFJxxHhVmrmUnHbNZszzhNuR3GT8Y10lAo2syyKyxZdOWVVx6Oa5ADLV3bxXMbY2Zb72pKjysW2Cp4gtHAoLnCqBvAS8PQ4ekxgPNgYa0irVku+TDA+/cKduo6epzb7XO4ycYTAOOZPuRdeDFimCjui+tyf17ZmpwmwBOhArxfwKOZNK8HyDV9j63Ziy7XYHqUaumwUrwz2hrxfbCf60a5TTxz55uscvwyxwBV5uIo59qG1PYQjianCW+Xb7xhZrFiO7xmHs4ZzFN0LdsoY9Jjmlps6RTr1GOPWvtWmcMmtTzm1rs7lwbtc1E8hrXeT0tO6zthbAAIMfmiMryO1rgaOGOFx2tK5YRpYnx75zvfeZauWVe3DZymgFAr3No7tneOTWQ2eMqDZyAngZoBnUGVl5AXl4fL0ggM2kGogCcADzHVCJXFAQIwNHlJeSnMAogYvMC28CJz3uRK8OBMQUYc7gujRHEwZs551gwxYe6XGhcgbQAT+VUx4kmco210RqZNw27xjOik2Y84tBPZcxx5YwZZVFLPs+H+cp143Pk9Xn2eFQMIAA6KlsEk9+bcKe4F4R0zBZVrryBqlSnxIJT+Hp3E+zVDmlmqlCMAQAHoYU8J0YVpIgEc0MR6Wsyy45ipqdA28LscDCtwqgCp9/tUOGKVowtpJPS1c41hsjgdhiKXF1988TBuhnlibMs+/A4DBWCiJiDRG0+2iO65ZuC7DsYtlwfZtS4tYaKmdL+mIS1t92zwBBPiUu0wMPXBOYepGiiYICdbI6bQI64WDPipOUL8zow0r9dWPYoIRpmwl2cjeKYB9+OZhFyXXCozaszkoRyBUTjfXsbBM9g8i60m2HEffqZOanMdrHpOM1mwb7xHt49z8y78vOq75RyrQd+tHCVUMJdROS4j53AAzBL1yhx+52/uG5YpzhUViRMyiGGP90t1forBoo/VWZqSpaG3Oc+wxwK23msPOB33e7opyo3Jjjn6Q1oJLC+sk8c70kbSvwjTETHJeAZ4YjZd9A4m6oaDMac1PhxVjnqOenzVNW8/yvtfFLbLhcLQ5KJBo3mIoFlYGJgNQFId0JE8cBgnFgg2QMmHdd64BkaRGWIAIfKMQM5G4ORqkecDbRnknWPpMHjFsF94rnRCwgbUr6BmDAg89x/DDup3WI5crrBcEWotUVOKqZw5PyUGMKCAVaZkM0iQ6xRhyZscl2tQMRYlisT7yHmoLQUlC/jiw3p4gMQck/ZRNoEaIUtiw6ssl03CbqdtICC8n1y59FeK78WGYNDtmFhf0+dSmykf1sEiPw/vl3vGkPO/n0+rcOVJecdTRrvHTK2yW6kO6rkKWJ2Lm1ym2PEwTlQJJ7Ul+8E8wdpmPE9kIewuOU2UGoBpyr4mA/a3nNM0p9+bEJl7zrmyVOdmgydPjY8QJvIMOTNN7pB1m/OYADpmP3yNWmPI7IjbxksFACAcA9Awe8J+eL5mairD5lAdKJxp0hhzQoa02XRgLeVgxs05Yjwr5zyZbauxZb945y/ZI3AOGCE554FUpqtS2L4H1/pYZTfSUvg5RqDFivQG6eMSymiQx4TH6zpprinjmaEwTXzs/cJKO6+P6x1VxhifTXOelgKoep5Vjk/8zM+V52/7z0Qi8ndJE/HMcvQtTnQclYxlAU5hmcgjrOG5GpbbX5BbNPc5junc1Jhz3O9qNniCEcHDY6D3+mjQghEG4fzuIlu8WP52Do3jjtReyv9ByekAMC9U9wZIYEw9Aw32BIYlRhdQQI5Tvi+66KLDMAJ0Zj7MQIDViueLAceIx7hzX4QOMfp0TN9HthvMUNYeYENSOgwY13JnT0ePeJma/J08Egpt5pw5zrlMLDPjuk1c05XgHcMGPLlAJ2UgVvC0O9lW3sVJviMMOV4wOU1OXs3/VPyPxHBTsy3GPDoH45TfHK7H8YHh7YXp5pbVsENw2gbMVdd2J3YcW4zkuZQDRdQg+pWcV9aDNIAiXE6aSfJzo3OZvRrQRAFZz5qrxANy5pj1pYayt60XSxnp2eDJM14Qe3ktutkNcY0mAyQzMnxzXvatrA3skPOgnOfkRW15IDApzmViNoLXw/P5CEdCYaazBRCB1gOsOI/b73wo2hGB9qyzDJ0H5pkS3Iel5QGQ/O4QnBc35Tnyfmqnr/lh9eN9rUyrrDImruUG88TsVi/h5CVVmEGHB0zhWELfrb65bdnlgDk3V2qV45MKnHrvv0ZROPY0CLaevEJyCx3VQQiLA6DQM2asUocQO99zQPaPGBJbykbV598CUL38phMFTwzAsA6sYYfkwZOHxAw8BnBmwuVYXgT5OPk/wAQGhU4QIZchLzbbqClF7ShqGIUlogZRPmlHkLSVgoJ7FN+jqjF5F+Q4xYBTHTXXjOcbQ56ZBulktC8dy7WlHCLjxTrfipcTgXHyMeyf80UAZjBstAegFa8ibchziMAIMiuSxFnun0R6vBFm+vGsySNjbSMXEnXSea5vAL3KKi1JX6FKv1dnR8cJB6QP44hcfvnlgxecD5MvbDN6A52F/108do7Yuajn2sUAOWbYVwB1cuJBeQpAnRYBNEXHwjix8oZr/TGuUWswtQcznqFrXmHCOnOa7nV/YhLFJg7VFPO4VfDEIA1wcL5BjYGSMErBR9c1cnFMr4xec6UcNoKVARzwoT1+eNQ7clkC8i0868dxYNrmvKqAwoC3ALZ0QNfFcDVwtx0ABOtEzBgB1LDNsw6d/wQDhhfgek9OSI+QZ0WuFiyX34UrNVPCwGxZ2skz4Z374457mpTqxigtdnDOMz8tAy8651oyME/cCzYhepW+Fz2Ddcrf9NGWtPIuLGZSl4RibKB3MVCOhT1Oy7tb5Wyp0ZTTBqAYJ4ikMLEHEsPpNbC40THC4zVMFzlN92fpRbem3kkPdI0xV1sDT0GzOTEzsAAMzN5inRxms1HTCINJZW1P/Qfhsp1Zd9RsIWxF3RdCddlOPRgeZjoBYImplMw64wHRubLd4MX5RtxPjLcX8c11ARbkVVFHidoyVD/n/Dk+7Qkrlt+ZPZi6NtmPmXM1fAaFGs893jpJtzkm5yLEwcBigAmI5Nnwvsj5Mtjj2QHESIoHkAIE88zyN4yZgdkqu5VWqOAo52j9vwuBSSa/kFwMwH36W9jh6EjyLtLn8z8zUeljTnDthYwrW21xakG95ykAdVKhmVY4YpXdiB1sj0lj+xtAnTSQwubD7rp6OERDxgYKXAYwEa6j9p9rom0Sitvf8P63+eymwnW70KnZ4Amjh+GDqSFZ2yEwMzJmS9xJuaGIcyB8DdeWAhSw3UwTU+9rLhTer8ETTJivH+FcLKkSY856PUzVN0sFgOIcnu4Po8Z5s587J+yXC32avaNulMEh95zjAmIAXohpRwBRxBXeedZmktjPz90DEM/QrNya83T8nu62vbWW97ZNoW/RZ3GqmFTB5IboWKZI46Tg+HjWLf1/LPl7is63nMRg1wLAvW2nob2rLANQU7LLd+g8Wa/xap2IbuVDnbRWPcK5zkXkTAlv1748935PGnxWWWJrZ4On0HyABgMi6i+BXnlxJFpTdAvmCXDAy47AhMDwxIDm/4CHXJPK5MlTCqrmfAAeAAKze/KJt0soyuwVx9jTwJDnuq985SsHFivHM6MtwqxBJG3PMX7gUKN+AYCPSDzv7JPj8nwIZ9hDAASGxct5sq/DlQCcAFWerRU595C/qcXkQqDuqJ7ZyHsLq5VvAF3ODctHjprDqqvsXnYNcnYl6XMkrtLPmdGamjJxSl71qlcNTkr0mxy8Wlg3go7aQDuc3TL8PLc5ya4tA46ebeOZbwqAVwZqlTHxOFYdlfwW3WDR3rC7NVfYetXq5+eSvZmSlh55LNtkXJsNngKE8pII4Zi5gO1xoUXyFTBw7AvQqQM6oAo2hv0JF8W4puBXZa3MltjbzUDvpUbqA3KeE/eXzhXDHqBIyME5Qe5sgCmWdOE+KSdgwMN90KkJ8xnYEGLj2JwzAoDxcxpe3ME2QncAQa8/53CGa+m4ra5+DsiDUfQMJ7OH7LfKbqTnjbW29yjq1j4973AXTAeOlmeR4iRReiCMU75xhsauW8FOZaLGQnBT7eR7iee9q/CC9zttXvmNUczYn2vPutp5z2CNRKco6hw9y/iGrjnCMFfvfM2enOZnOAcY7QQ85cEzWyuDJ0yTQziupp1cndRQwrP0sigRh65y7jQ6DMfQqAM2i0Rr8psisFIYYnuH/A9wA0gAaAw8yDsKA5TfrrjiigGVw8AwVdodLcfTOWkf2xymq9NDAWxeisJhT7wBrgHjBWBh+QkrCQxRDXMA0Eim9zM0WHNNJ9YHzMdlFsjhItSSQS9/k4e1yvHKcRmmbQza6AcOUb6jY+nnl1566WATYhucQzmX6THjRHvd9nov9dix/09CpkKNK/u0O1nCurT60kkB3MpIGwzFnlOz6aqrrhrsNsDJi8gfpd37NwJWtEeobB08ZZBmplYGb2h2AxdCTzFsYagybZJlVjxoe4p/hCnzLJnCeagmTMiNfSMUpjRoqTPZXKeCQp2wLCxfEmTOitHpZAGH+aREQa5P2KHmZwHSHPqjHZUdQ0yx8jvgkTCeSwLwrKhs7m0ciydBKQKeFe8BUEYtK7+Hytq5iCa0L0wiMzUok3CuK865JjWUNff5jxm53vZNDGMLlDABAV2JHUgfim5F7/htrtHyPlXvafMcNqfX5ta1jnNgnMtKrbI92RRE1H43dv66/1GlxzZzbsATi/uSklLD35uI72f/mEHjUp3YRId2Ap6ouO0B28yPw08RFvTMi4QNoaN5ujysSIR8HVgqmBCHCPM3KJrt5FPA6NCRvFYW7WVJlayZlf2TQFdDZVyTfB/O4RyMXDO/OUwXRgYv2/tmFpFBVl12JkDOyedOjudchBABZsyuC+CM8GzJBYkw049rA7A8WAHYCKe4FAJJvrxf1uzjmFWOX47DgGxDcH7Sh8M44ahEV1gHswJCG+Yapj4psU3b9NkvOa4CwBVE7VaW5rkgJ90vEYgGVpZIzm5sNQWd0bVt5e/5umeOsW8e9VotXayskyezbb1UQcTJ4Y4VO6RE2CiDcV4sjAZephknz0YjfAezQZEvgA/nZy05qhYbJLmDZF8AGCAkBj3HJ5Eu50vogBwrinZ6Rl/OGxaN7YSzsj3PhEJ+LDuR6zBocI9OZo/UfCMSsmvCOfvQNie5e+kXA1c8jEi2B/TmeccDcV0nzgVQg91iJW4SxJ23FZBXZzCucvLi8MHYe5mT27QtA4s+eykg/ncfdV93O5fcR+/3ublfU3IUMDMHQM29n1W2L0tZ2Z70dG/TPjf3mhFK13j8gOCojNNS/R6zGfuNe96EYdtED7cdsttp2K7OboHlYCDl5cBsgIYJH/HiACC9fKVIPFSuaSGfihwoKnLXJG7nBIVZ4lw8JG8nF4rfeYCwZYSvOKcTx+s6W3RYlxjIpxbwBETxTJxnlLaxZEzt9A63RWCmjJb9XtiH8GbN3TILRT4bRQsjhDY9szHipPRVTl42YTjYvwUwtgGg3O/iBUdwuloht9Moc0MzU8cvGaBtzMeOXWU7Yjaf/yNHBRnHKYwhES/87jH1NMmZY5hB3GKYvL0Cp03ashg8YQApbAlLAfJ1bhJgxwJQcEVTwmSUMoCCzODtJGfASWbdkbie64Xpwatl4eC0K8AouUw5ByEnCltmOx0LBseMisOAlFlgBp9DbwARWB/CjfXFRJgZxwLKeAok8gE0WTi1V1vJikElde7DMwTZ1+epCYO0kcq0eY5hDHN9yj2kfYRHeber3DhkW2CpCrbCBr11bfat205aemxTr309ZmEJCFqB0/FLy06z/bSC+h77hH0fY4tO6r7OzHAgttWuMd0d062lzNxs8ERozQMxycRmf8zwmHEiTMQMMTMdAAAAA8xUrsnsPG6Ya+SbQpGAD8JbgBnAhBO1AWjkDAGSSLSmVD2/5X/AA14K7XKitZk0hyTYn2t6RqJztnI+tkO3wgwhzjeDzQKs0hl4Djw3J9WTpN/qOJw77QQoApYcSlwN+vHINun+sWMd8puzv49bet2pe2l5gXNBxzauP/fcrfOOAay5ulONe2tQX2W7Ut/blB5sytQe5T0uBRWt/tjS813aoTMLw6FL2N2l+005JU4/WsLUzQZP5P0AAshnAiSZxWE2Gi+LBGtKAwQk5HwpF0AtCtgPPNZ8s0YP56dII4M6jBMgJd+AJUBWzsEDgykjyTvCgsEki1OwL8nfAU/JicqHa8BSmTEjxNYq3+BZhbBW5F9xfwAaXqAT6fNhGjfAE3DkHDOOB+jBQOU9wQiy1Equ57L8nBshJFpzzlYQdeOTTQ3rkv2rAbZDUAerfLAzp7GvzQFTdVsPTPWOWYHT8cqS593Sl/r3mGzCrizRtbHcq9PMpJ05pvb1HCoDqK2Dp4CeiBOpvYgtITQABvlH/A+jFGHtHcJ2MEXOabIhBbgwcyC/A0hynsObOSiB4MrbJJLDwBBKcLFPrg3gMjsF4CI5HTFgJNzmRG2/rMpEkfPUmrHGPQM4navk+60K7zBchLpQMGO8L95LTeA3Y8b5zHzxPMxqrbJ7meP9zj2+d67egDAmY/vbINHnW9tru9ynd5kL0Tv3XG95E8936vj6PE4jcLyxivvlHBnTlzksb+vaPuec48baNue3uQzbUl2pMvZMN2W1lu7bk01zGTdaniWDaRgZmBJqFHltO8deWZ8tH2aIUYQyQrgOIBWWJIY2y7BkgCbhHMDgBXPJawoLBHAJQMh2qqrm/7Q37aNmVM6ZNpx33nnDtSjil+2wWzmOat+EAXOdAC6vRQeggO6DieL58AGwATxg0Hwefs/HBSrTFq4Jk1aBjtkulDDPKgKDlmeWa6dMf54NoUKAYdroEguEJmtNKRc6XeVkpGcE/ftcw1AHgiVGusdYmUVtMU3Vw2uBp12Ah7kDy5z/l5xn6blX5un4xOGaHvswV49a+/ZASgswbPq+NznutDNR277fnpNYmaclMnsUrFPvWbeOCtYM9qbcycuJ8D/hIzeYRhOKqjMFnJjNLDjPHItwHOxUnXaIMYJNYcYY7afN3q92sFptnN+d28X+Zrl8rpozVb1xng0hOSsZSfYk1zvcZvYo2/2MOY7zuE6Tf/P6eYRTeT45DvYK8LfKbmSJVzflqY6xHFPGYqkXXX+rfbsFmnrga+oZLAUzU572nG1H8f6nBsmVeToZ6enAGCPU60v1nY0xTUukp69T+un9Kks2ZjvmyH7HaTsKm9Q635zfN21zHfOXtnU2eCJkQ45R2AszKoSiDD4IvxECAjzBzDANngV2w145RMjNOIGc2XKANcAEM/7CMMH+cH5Ai0NmYbCcvM3yJQ498rA9K66G5ygx4PbCHqXKK0n1XlYlzBt5UvZ6XJyScwFc0rbcXxilsE95Vq6cnvbnHDw7cr3MWsE25VgzhGlrni3bYQlZDBp2kEKpa52n3csYMPE+R2WejtK+aiDHDKadIfZxfbJ6H70q/Uvb2Pp7at85/885V+8cc6+16tjupfZLtk0xFnP73HGzO1N6v+Rebqyy37nvnRXJhBVi4CRvyd5lBlyqUhOSwkDCTgEGzMa0UL2ZHNdTcvmACIvzYowN4myAua4NPaCK+/O6c4TzqL1UO5sXRAaccLxfBkwP9+ylWVyeAGYNton2+l4MqAix8XH4kPsC9HAOfncemWvu2EMxowfoot1OHF9l+9IbPFu6MsU8tc4zdd05vy8JC/pv65z72ybtnSOb3vtcdmrsXGPnXAHU6RCc5BYDsakDUo9vOTw9RmrT9z23z02BwaOAqjON/t1z7qauOQUA57R5Sof8vuvSaVsFT1SyDmjKBW53u9sN22EqrrnmmoGNutOd7jTsk8E9OUMUsqSCNTk/GZBhR7xWnI2rQ2qeGRfJtoSVwjRle84V9iTsCFWM2c/hrfqCqdwN88SLyL2QBwWwoe3kReUYakvl7+QXcU3KH+R8aZ8HjnxTJR2Qlm1hpHIMixUzE88vNm3IsVnyBZaKas72ogBq1MryGngAThb8dRFMgFiEJHlmFwIkV9mtjCk7MhZKOCmpg4YBN7/bcbJz0wOGuwYPcxmmJWDmqOdYgdPxiddrrWGtGnb2b1WWgO2W3s7p6y2GtnWdFoippMEcBmoJeDzTaf9RgGjrvnrnqDZkDnDi22P7knzeRTlPaRwVvDF8rrjdymmAqeBTaTGzJvVm68Oik7vKeQUWsF4GBLA/NQeLtjnZG8PuKt1mwFzLCXaNdoBaYarMOOXbbJJDmX6+PAs/X85BvpFn3xEWhAUkhMg7gqGrCZEevPiGGXTuk//mWZ7GqrU3JpljRKtnZyN4VCM1xwscM2JThtR9r/7e8tR3LScBoKbOswKo4xGWDiOPEzbetrL2zbGwj7/nODZjfb2llz3b29O3HniqEZ76e0+XpxieMx0mfKydY89nDA9Mgacpu8U+ACeInrkye8/kCLUeureRtEweEcwGjEW+ATiEAbMteTzUT8rN1MrdzvsJKMj586HQJswTYCRMUJgYmJlsC1PGwE84Md+5NveQBwhTEwaLquPZN8u5hI0iHEbNJWYQ5gOwoYglOVwO1RkQwVRRnT3nTHuYZceMv9wbldxdUyr759hsD+OXc5JnBfBjcWaKgBrE8h6o0p5jc8+pv0XHynVYMJj78Uy/VY5fxrzfk2ag3Ib6je7gxNgJqoDfjsZxtdvfvd/nnKP+v/SdrMDp+CTjgteDw4GkbyJOP2kBKDvJ2Pu6DFGVFjgyYHGqhkkIH1/PUdMwOIcdX8ZUrledeu7NxEBtp8Xn7zliY05Vi3nmvK2JXz6mdQ6TKi3gVp04gNMd7nCH3YAnXlqdWUbjMHyV3eDGeKm+QX6viaRjN2v0XztHzQvyw6sdGqlV0zk3D995UIg7n3OpaudwbkdLaK9fdFW46v14Np4HKgYkx/DNkNWBzM/TLJfv3QrnZ3saBumbivSMUev3HjVej6mGbA7TNNWuVhvm9JE5jPNJgIhNQdQu2rqCqN0J4TpHNSIt1qk3cLMPdrNl98f6U7XNPfDUO9771Gu6iDLCfrUYrX/39tqOHiC5WaO9rfGmSu95RqZyo+vxrWfXOq/PD+nCZ66c2V9HwVVWWWWVVVZZZZXZMn9e3iqrrLLKKqusssoqK3haZZVVVllllVVWWSIreFpllVVWWWWVVVZZICt4WmWVVVZZZZVVVrkpgad/8S/+xfA5LvnTP/3TIVM/36usctrl//2//7f3sR/7sYeFWv/mb/5m7/u+7/tOZAbXf/2v/3W47uWXXz6630m1b5VVjlta48lXfuVX7t3tbnfbOy0yd8z7rzP1+8Yi8+flrbLKKueUpGbNF3zBFww1vn7sx35sqBd217ve9aSbtcoqq+xAfvAHf3DvPve5z97nfu7nnnRTbhJyzpcqYHFi1nDbtbAYL8u6rLLKaZW/+7u/2/uIj/iIvf/8n//z3td8zdccbmdNxYCq45R4pl/1VV+19/d///ejnvVJtW+VVY5bwuZ80id90t6f/MmfHEZQKNTJOq1zJQWOP//zP3/Qs123sSUUxPbC9jdmOeeZp+MCTUgA02rUVzkX5Nprrx2+s2aiZWkxuOOW096+VVbBid7FWMDqEOea3FwL398U5FipE3IZXvWqVw1x3Rj1LFESbzSL4VrieT7lKU/Zu8c97jEg2Xiq3/Vd33W49MtYztNP/uRP7t33vvcdwhRZauTBD37w3q/+6q8OvwU9pw3/43/8j/dpX/bJb3/xF3+xKP6b63/kR37k3kte8pK9T/zETxyue8973nPvt37rt4bf/8//+T97//yf//NhiZUP//AP3/vf//t/n3XO17zmNXvf8A3fMPyWfW5/+9sP4ZZW7JhrZL+LL7547/u///v3fuEXfqEZa/5f/+t/7X38x3/8kO9y29vedu8zPuMz9l72spd1722VG49Ev9JPIulL6R/oSc0pov/8l//yX94nDJDt//N//s+z2Kx4t1nWIgNHdOv3fu/33uf66Wef/MmffFY/nbsmYivnKf8//vGP3/vN3/zNITSR8/5//9//t/e3f/u3w+8/93M/N+hc2pT7rLrwZ3/2Z8NzuMtd7jLYkzvf+c57/+7f/btheaMqXCPnil7HVrTyUHI/P/7jPz7YmuybJZL+9b/+13tvetObZt3nKicr9LP06X/1r/7VsCRXbO83fdM3HS4sX/vfr/zKrwzvO33oD/7gD4bfXv/61+899rGPHd5/tuf3qkuR173udUNILfb4jne849D/6ngW6fW1n/iJn9i73/3uN/S1LCXyaZ/2aXsveMELDtuXJcn+23/7b4dVtnMeZNttnJvzlPv4zM/8zGG8jK2I3uYeGD9/+7d/+/CePvqjP3rvr//6r99nvMt9fOiHfuiwz/nnnz/cR5ZLq8I1sl9wQ2xCL3/yl3/5l4frpT2xZV/0RV+099rXvnZvkewfo3zv935vQoT7D3rQg/Y/7/M+b/+nf/qn97/ma75m2Pbt3/7tZ+37FV/xFcP2z//8z99/+tOfvv/lX/7lw/+f+7mfe9Z+n/iJnzh8kJ//+Z8/PO7nfu7n9n/iJ35i/6u/+qv3/+2//bfD7zfccMP+ne985/1HP/rR79O+T//0T9+/xz3uMXoPf/InfzKcP99uw4UXXjic99u+7dv2f/Inf3L/Pve5z/7Nb37z/V//9V/fP//88/e/7/u+b//Hf/zH9y+66KL9D/qgD9p/61vfenj8b/7mb+4/4AEP2P+e7/meof3f9V3ftf8hH/Ih+3e961333/72tx/u97rXvW7/dre73f7tb3/7/Sc/+cn7/+k//af9e9/73sOxadPf//3fH+77i7/4i/tnzpzZ/7RP+7ShPf/hP/yH/bvd7W77H/zBH3zWfqvcOOV5z3ve0I/SL9L3f+mXfmn/j/7oj87SQ8tnfuZnDv3yiiuuGP5/yUtesn+rW91q0B3kpS996bBP+nb600/91E/tf8InfMLQz377t3/7cL+rrrpq/w53uMPQh9Pv/+N//I/7H/ZhH7Z///vf/336aUta7cv/OT469tSnPnX4pC13uctdhnakTT/yIz+y/6QnPWlo9yd90ieddfw3fuM3Dvr9gz/4g4NdyH1FP2MnLM9+9rOH+8m1fvRHf3T/u7/7u4f7+MiP/MhBHy2xXbe4xS32v/Zrv3b/Z3/2Z/e/4zu+Y/8DPuAD9h/ykIfs/9M//dPMN7XKSQn97H73u9/+Z33WZw396Mu+7MuGbY95zGPO2jfbPuIjPmLo17G9GZP++q//ev/qq6/ev/jii4d++e///b/f/5mf+Zn9z/7szx72/7Ef+7HD4//xH/9x/173utf+bW5zm2Gsy1jw0R/90Yc64fEkY1/ta1/5lV857PeoRz1qODa2/3M+53MG2x6Jft/61rfe//iP//jh73xiAyK7aGNLfuEXfuF99Dv38eEf/uH7F1xwwWALcr2MgR/4gR+4/8u//MuD/lqf73nPe+6/973vPTw+95l7SrszNn7TN33T/vu93/vtP/ShDx3GcuRFL3rRcP8Z43KuH/iBHxjGZMZGy/d///cPOv6FX/iFAwbJ+zzvvPOGY9/0pjftz5UTAU+Pfexjz9r+L//lvxwAAfI3f/M3w34xTpZv/dZvHbY/97nP7YKndKj73ve+o+144hOfODzoN7/5zYfbrr322sEQpo2bgKds+9Vf/dXDbX/3d383bLvZzW62//znP/9w+x/+4R8O29PR3Gmr/MVf/MWwX0CQB4C89Cgt8oY3vGEAVO60b3vb2waQFKNuiRKlg9btq9w4hb4acD4FTgJ40o8+5VM+Zf9d73rX4ODEsL3lLW853OfhD3/4MNC8853vPNwWA/axH/uxAzhCvvmbv3k4/1/+5V+epV/pe0cBT9FZHxsQlO1xTuyMRL/rdVo69kM/9EODPr3mNa853Jb7y0ATHUL+9E//dDifB7Q/+7M/G7b9yq/8ylnn/IM/+IPm9lVOn9DPAiQs3/AN3zBsf/GLX3y4DVv+spe97Kx9A8IDDK6//vqztn/RF33R0N/pdwEiOcd//+///XCfOMYBC1PgKeMdTlAVA4gA9xxbZRdtXAKesg0g5zEwIMi6hz77Oi29/bVf+7Vhv//7f//v4baA3/d///fff/3rX3+47dJLLx3GdNuSyy+/fHCaAq4sf/u3fzvsW7ePyYlkPP+bf/Nvzvo/oaXQcG9961uH/wkTfMu3fMtZ+z3hCU8Yvn//93+/e+6EAkM9Zop2T778y798oCIJq0V+4zd+YwgVftmXfdlG95RkvVB/SEJwaUsSdhOyQ/j71a9+9eG2UIdIEu7yLBKCyPEvetGLDn8LTZxQxQMf+MDDbaEcv/RLv/SstvzxH//x3pvf/Oa9L/7iL967/vrrDz+JR+f6CV2usooldPjTn/70oe9EH1PSILR+QhmRN77xjXvPfe5zh/DG2972tsM+lb76yEc+cu/SSy8dQgPo78d8zMfsPfShDz08f8IMtZ8ulYc//OFnhTPQpUc/+tFDWHqujiW8kbanhEPGRUIFV1555RAGjH2IPiMJfya0UEN7STn4lE/5lLN0LKGAHLvq2Lkjj3vc4876/xu/8RuHb4er6QcJ5yLpO8961rP2PuuzPmv42/0gOvGWt7zl0H7nXBdccMEQ8kaS3vF1X/d1k+3LNRJ6+t7v/d73+W0qMfu42jgmeWYZt6p+JqyfMPpcvU0oNe2ObYnQ7iSqJxUm4cYLL7zwcP+MoY961KPOakvChAmBxo75WcT+fdiHfdgivT2RrEw/sEjykiLJFYixTg5QErNz85bcYABFfu/Jd3zHdwwPMoY7x3/qp37q3pd8yZfsfdzHfdzhPve+9733HvKQhwzx66/+6q8etuXvvJR6zbmSvI7akWNck1tRt3GvSPIufuiHfmjIPckA5AmQ6dxI7tudEKltzkBG52wJA+Iqq1gC/pMLEOckBjNgBUmeYvrld3/3dw+fXoL6RRddNPRTOwx2KLZpN9ClOTp2xRVX7H3P93zPkJ9Vc5LQMexKywZkmx2Z6FiOS17IWLL+KqdfMmhaki+T8afmzd397nc/6//rrrtucFJ//ud/fviM9YP0rfShOkbM0YnLLrtsAAVxlJfKcbVxV3obp+3JT37y3q//+q+/j06ht9meMbSnt5bobexYfeebJOufCHjqZeTXqgmbTHcM03PJJZfsPfvZzx6YmqDun/7pnx4MZ14CEu8yiYFhqcJCPf/5z9/7qZ/6qb1t39Oce42nE+D0zd/8zQM4SifKvWcwm5tka+GYX/qlXxoAZ5V1JtMqLQmLRALqy1/+8qEfUY6DPvWt3/qtg8fakk0dj13rWDzTMEQxxHGu4jwlITaOSpJRN9WxAKc4XS0J07bKuSm9cccsSIR+k2jFV3zFVzSPuf/97793knIa2njzI4yNYYie97zn7X3bt33bEHEJq5t7SrL8pnqb95vJVK3rm3GeklM5iqaQX24yKDFgCLnmmmsGFD1V6C+G8Qu/8AuHT6aTft7nfd7eD/zAD+w98YlPPJxaGmCSsOCv/dqvDag1iDP7n4QkfJiO/SM/8iNnUZS5V0vuOwxAlbotnlMkxv0Rj3jEztq9yo0vfJGQXFjQ6EpmkhE6z2yXSPRkqk+ln8J+WuLUnIQkFPfKV75ymIkUpwlJiNKCXZmrY2G4w2jXQXWVc0vSV80q5V1n/Jmq8h2AnHBxwPkcnXjpS186AAODszk6kb72h3/4hwP4H2OfWqDvuNq4CwkD9ZznPGcgPUJ+INW2ZJzLuD5Xb3N/ed/3ute9jtS+U1nl8dM//dOH7xhvy4/+6I8O35ly35M6hTF1oBJzzQNLPhFy3nnnDfHQhCniPQbJZttJSBBwZd1SbiEd3hKPP2UUko+CRKGq95v9EprLVHPfs6ncVVapAD55f0996lP3vvM7v3NwLp70pCcNoAMDlRIAmf571VVXjfap6G+Y3L/6q7866/ceS7NrwcO0juXvTP22JDSS0gS/+Iu/uPcP//APh9tTaoSSCPaIo58pp1IluZPV8Vnl9Epy/artjdR8mVa/Sr5dohsBHVM6kZw659mmPE8vlGbJNdJfHTlB3KdDGtR+d1xtPC69beGC7Bdg+Du/8ztD+w2cwjBZQqRk/zzLet783yqBcE4xTw94wAMGJiYvLZ0hiXoxxPEckxSWaqc9SY5TQlXxCFPT4hWveMUQjgvgclJpJF4oyXEtI3hckjoYCbElXBegF4AUrzY1Ryzf/u3fPoC9hCAS6ouyPOMZzxhiygFReAsBTj/zMz+z95jHPGbvoz7qo4aBMB5I8j6Sz5Jnc5QQ5So3LknOwNd//dcPepVaNpH0jyRPJqz153/+50P4LoPMwx72sCF5+mu/9msHNipscPprwt8vfvGLD/tp+nMckoTG00+jy/FsU7fluCVhunicCTkmVBf9yGDSqscUh+NzPudzBh1J/bnsk2cRUGVAFZuUmk5h6eLMxO6ElYtXnGTyADMn3q5yeiUV7z/7sz976K/py7GxyZPNODQlcTaiJ8nxi07EfscWJz8uNjx/R/Jb+lHGnBe+8IVDYnZ0JAnZUxK9jC1/2tOeNvQvQlapXWadzWSFXDMkQxyBsCtp13G0cRcSPf2ET/iEvR/+4R8eSIDkU/7RH/3R8L6qpJ5TfovexpbFsUFvTTbEDqTmXJj15LQFTwQX5Jyp55Zcz9iJWbJ/AlNDr7vuuskpju9+97uH+gt3v/vd9295y1sONSoyBdnTpFulCjLdMbVnUvogU5tTtym1lzzlGsmU7NRwyXTNd7zjHbPuoVeqoFUeIdM0P+MzPuN9tuf4xz3ucYf/p7bEV33VVw21JlL/4pGPfORQ6iDH16mnKVOQuhe5t0ypznTrpz3tacM5U4qgtjXnyv2ldkeeReqFvOAFL5h1r6vcNEoVpObabW9722Ear+V3f/d3h/1S0wm57LLLhpprKQ8QvUzNltSI+q3f+q2zjk2dqOhF+l32ecpTnrL/zGc+80ilCqwzkZwn21NHauq+X/7yl+8/4hGPGPQrepZyHZmKXsuGRFKbLfXTomOp7/R7v/d7Q124bKuS2jOphZNp13mGKXWQGjlXXnnl6D2ucvJCP0vfSL2vvL+MB49//OPfZzxo9T/kmmuuGX7LGBWdiG6krEf6hiXT8lMWIVPq0wdTs4jSFlN1nt7znvcM/Tx9MHXMUm8qNZ9e+MIXHu6TMSNjX/pizumxY9ttXFKqYM4Y2NPn1DZMKaOU3sk49gVf8AWDbmW/WlboOc95zlBiJc8nY90znvGM/Sc84QmDDaryrGc9a/9hD3vYUN4hnzzXtOeSSy7Znyvn/Np2R5HQ60Homcb5zGc+c+9clSSaJ5wSz/imVB5/lVWOS5KsGva25kmtcu5K2IqEbxK6OqmUjVV2K2GWstpBKwfzqHIqc56OSxIjjeI4ifS0S11OIjHaUKsJp6zAaZVVjiYJD8Spqss+JCQ5tijqKquscrrGxgCm1K7ald6eypynXctf/uVfDrkXyXN60IMedLgG2LkgKWWQzpBZiMk3CWOW4qK92jurrLLKfElOVJJPM7U7rHTWPfvZn/3ZIY+yFvddZZVVTo8kB5N18FKzKnm/mTCWHMxdyE0SPOWhJikwVHwWMzyXJDMiMhsiCbhJEE9CeABUEutWWWWVo0kK9ibxNhMxwkon2T2TTZJ0WydwrLLKKqdHkkif0kNXX331sPhxiIZMAOkVxDyq3KRznlZZZZVVVllllVWWyk0652mVVVZZZZVVVlllqazgaZVVVllllVVWWWWBrOBplVVWWWWVVVZZZRcJ467OfZQ0Kapgt0qje5/efmNtqGv7TP3fO9fUtZfuMyUsvsr5chznrc9l6vy9Z+ftY8/X+7Sukf1ZkPH666+fdX+rLE9antvvN1k8exfSa8dcnVtybvfdMf3wbynjET3LJ/ulHEGqEFsXOAf6x++9hbR9XOu95INuz3lPY7qX2UOrbF8++ZM/ebBnb3nLW4YyFXVJrE2l17830Ye5Ot6z2b1r8V37f2ufpdewzBnP6/5zfm/p7VJBvzMrL+sG5u/f/u3f3t1sOw/uS36vN1sNX+9ltvZrbe9dq/V/r71j155zH2MdZqwD+b56991qQ+8avfvqKcoUaKr3tc4z2J3UNdjm7nsSMgXCt9G+OfrTa1t9li3b0bqGz1H3qb+Ntad3vd41Wm1aZXcS4BTAxCf/b7PPVhkbh+YQAnPOMwdETF1rG2CuB2zmnLulM2O6uQQ81XEvH979EvA8GzxV1gL2obdvDxjVxvub7WZi+L01wLfOObezjXmpS170mJJMgSdvb3nA1bNu3WfdD8+6SvWAe+/Rbek9o20ZmFVuvFJXZt/WOZcK/Z5+nu+e/YJVrXaIfecArtY9z7Ehre9Vdi9ZOzUDJswTtm1s4J7bD3uAfFM5KmDatpwZGUPrfmMOwlKiY+x7TnsreIJ5ymdJoelFzJMfwlRjN3kgS85Xty05/5xzze34c8Ba6/otMDj3nsY6Tu8djW2fC57c7tW471bGwtpHMWTbkinWZRvs5LY94eq0tAx3S+97IfQxZviowGl1To5HCNXlewVPN17wdKaxX9W5vP8lercIPOXENT9nUzlJ4zDHs9umAZtSom16mkdV2NX7PTfF7+s4dGsKOCxpw5Re9PIvOLYFhvg2a9TSDTNNrWv3rjsn7DGmi2PtXnXv+IRwDZ/83wPLJzV2berAn0RbWjIFcKbCc73Uk6OwTt6e/McwTvneGXjapTc91TnHDMqU8ZtqyxSCXhIf3gZo2bZUmnLqGmMA6jgH6Juq+Nku6Ytjx21TlrBcc/RhDnvV22eMDfI+rWfTem6tfn8U/Z4CfHP+X2W3Qv8YYyb5/bjt31hfOI22eH8m8F8CRjcdG+deI78Bnpfo987B01yDPvXQp4BQj2afS8vXjjjVMXsvtNWWlvE9Clic20FbIGgKCNZ9evdzmhT2pi5jg/1xXG+X11m6f+9ZkAtYz0mYpv7e0u+lzljPDvXA2sr6ng6ZchyPU86FvrA/4eBEjtKvfcxpehazwdMmN956qHO8zN7vrXPPObZ1zNTxUwBiCjhNecpjLJpDDZt67i2D3LveVDtb97mCp91J730uOWYb72cuWBjbd6odS46b0oUxI55je7pJfw6AajEQU9eeA17HGKje99z7XuXk5SisyK6v2Ro7jxIhGdu+P7OfT52vde5d6EFP33eS87T0wc9t0Fxj2WOTjtIZMJxuR897nEsx1vO37mnKG+3JlCH3QLCrDrfK8ckmDMy2r7/rAXyO4zF1fMTUu/XIs+2yjbpPY7rYa0/PLvk+ltrIHhO+yvHISdu0Oe98W/1iW31tX31+jCCxThwljL9J+3apRxsxT2Nebo0Rt/afc86xcFOLFRp7UJt45b1r+LdNvW2L287H5x9jqHrXXfI8lnq5J21kbgrS6vebPveWfoz13zk65983BTxT15hqT6v9Y45OBU+E6aqO2W61dH7sfmpb5+pSj9U+CphcZZ7U/reEiRj7faov9Pr6Uh0ZY3Hm9p+j9K/9hWkcS4HUHLA3RrzMZa02sbOL6zy1XuRcYNU7Z0s2AUVHkd515jJPczoQHSZebwVLNujMAKmhhrH29WrRbHrfS73nVbYn23zuZmHmnH+uZ3gc/WOO0W85a5HavmqAb3nLWx5WDm/pQHQx++S3WjhvDORZjze5317obpXdSct2HxVwzNW3qWscRVd3xbxUoLHfqcM41Z4loLKyyXOwwa7t02LmaYwBah3jY5fKUiPSQt5T3gH7tY5fqlBj+xkssUwERhbgw291/x4zlO0u9td73lPo+zg62irblTEDsstB96hsyNLje+xMb5uv01oaBUMfBybgybNsvF+OzT72rFusRMuoz72P+vsKnM4t5mnuPtvWkykdcl9b0r4xfarn3+88oykANSZzxmrOPaYnS6+9Ceu0GDwhS4z1tgBU71pjRmsTZDunDa3f3aHqvmac8vnAD/zAwXDHs42RrtWO/+mf/mmoOVHP73PjEVPYDe+4B/jGBtq5aH6V0yMtI3Uc724KBMw5fu6xUw5ZTwA+Nq5Vbwyasm90MRWG81t0z+AJkEURvaqbLXC2ZDDpDQSrHh6PjPWzc02O0u4541zr+8yBo5L1b9Gj/B89id6wjiQ6Z+mRAS5W2gNItb1H1Zelxy9OGD9KA8eOnwqJbaNtUyBvTthu03Pl/xjhfD7gAz5g6GC3uc1tBgNdO8q73vWu4cO5Wh3InXLOgDL3+YwxXaucbjnOd3UUELUNXe3tY0cl39aPiAsiYqiz761vfeu993//9z90SFr65mPmOpNLgGKPUVh1cPfSG6TPJdll+3vAKRKglHHtn/2zfzaMadGj/J8xLGNUviEEoltjgLXqmEPmS4iT45CN6jzNBTljYKT121hYcI5nNvb7mHLMpTd7RrEa1B7zxBo66WTpYCD12iHf/va3773zne88BEc+B2G+dMZ0SjzldErfR6utcwa8CqBa7+BcNzI3Ntm2AZnzfo8SvjtKWKrl9dZz4wnHkN/jHvcY9C0OS/QPvcKwv/GNbxzWNcOxybYWW4Qu+vcpO7jkPltOS4+RWmV7sqk9m3vMXN2cGuvm/LZpG8dIgdZ4XIHTbQ4A0wMe8IC988477zCyEr2KvkXXMj5F19761rceRkrQU6Iw2ecd73jHsH/2o+K3GSmu32Lcx8a3MV3adFzbaZHMbSr9UTt46+FsI1dk7kPPtdJB0tE+5EM+ZABOt7vd7QaPty55k44TAJXOFJBEbhShhHSqf/zHfxz2SWfj/NsaQHts2yqnU861d7Rpv3K/7LFPZp7e7/3eb++hD33o3p3vfOe9O97xjoPuxZhHr66++uphUdhXvvKVe1dcccWhQSe0jr5xjegc4bo57CwGv5V3NeeZrMDpZGTbzuG2mdmTigr09O1mB+Dpgz/4g/ce8pCH7N3tbnfb+6AP+qABEF1zzTV7b3vb2w7B02te85q9K6+88tDZR9cyBgZwRTff9KY3Dcdk3IOtGgNOU9tb9zB2b0ve/cbgaQzBTe2/xKuaYpN627y9ZWw38ex6xm0py1PbQvJ4OiGrO8dTBrWT3Mp3OtU//MM/DPuls02tzzXVseZ6OSvzdHwy5fFNHTv1zuewJ37XdQbZnGu0dGAOY9XT8dqmuj2CLrAt+hMHI8Y6zgvA6KKLLto7//zzB48534TKcVCiWwFf0bUY83jNr3jFK85qQ70XgJLLIWwKFM81QHxTkFaf3ZUtnDrvtoD1kjG4N4buHzgKGa/i1MMmRW/i4IckgPkNsMq2fIjEBDiFUIieRs+uvfba4TuSc7bG6Tkgci6pMXffI4GnOQ+60me9DtcbiI+C1HvXag0+S4DT2MuZugc/i9bgkw8Jq+lkYaTSweiI6WTkR9HZYuTjNV9//fWDB90CTzbamxriavhrst8qu5elwIl9x8DNHMa15uG5/xI6nnIQ6C+tqftTgL2GjnvAye2h3RwbJin6E0cj+hQdI6H1ggsuGLzle97znoMuxdCH8Q2YijGPHt7+9rcfQg9hpi677LK91772tYeecD7RR1+7VWpk7Bn1ZAVOq0zpfEu3t81yuQ09dmb/4P/0+ehZdIhoSRz7AKLo2Id+6IcOTkr06Q1veMMwdoVxioMS4HThhRcO+2Z7dO3SSy8dztmaULVNOQoZsLjOky/K9hbb0gItLW+tddySTjAXJIyBuLF9xlitKeBX7zedIZ+AIp4biarkQkXwfmGkoDdhnnKO7G9Purax174xxN5j0FZjfm7IHLZzrsPgpUqqHhtY9ap0O+zlY6faPWYXpo6vEj0J8InBTggBBySfBz/4wUM+FCuqB1zF2821ood40vmO15xjuRbgKPpn8OQ8DvT7qPqz6t7JyFw2Zu7+u2A+psajTa69SXve+973Dg59nIuMbehFwFT06973vvfwf/Qu413+znZm5TGu5f+MhUykqqt++L57UaAph2XOmH0iCeNj+1YANcUGLYlfGjzVl98DTfWa25LWAGB0HlQeRB6POCg9nSZebjpMmKd8cg4DJj54zZEgdncye/qt+251tjFZQdO5LS3wE6n/t8JxFfz4PGacIniH6F5LF5nx1mKxltiVlm5XPXdbomsveMELDsEO+0RnvuZrvmYw1BTLDMB69atfPfx+pzvd6TBPI/uGoYqOApSYjVeZJrZ5qvamg6rvd5XdS4/dPFdkzCne9XXf/e53D0DpRS960dD3refRrQc96EHD//k741a2xzHJvtgZAFccFyZSUSok4rGtZzuO6qwsfe+LwVM1Vkspv7kIubdPjx0yU2ND75lwc9muHiM1dq9TL9TtiVFnG+2GkcoHw52/Q2WSYJcOlWOZlZAOWAeGpV7E2D6V1TsXjcq5KC29qb8tPVdre4td7DkW9DEzK3Uh3dZ+nKc3KPV0aslg0Dsvn+rBukhtQnbRM3II8/frXve6Q0cl3zH4cXYM/Hw/NSm8da9zdLB3XyuI2p0sAUtz3uncMa5nd6vN9acF8FpOcu/aY9GjsXuauocbDsY1ZrJyjoCl/E3OILPIE7aL3mUcYxYrNdYy9oVcIFncpEBvXPZ9txioXcnWmaee4a8ACtnGTZLgyZRHwmNMLQZgcP3eANEK//WQbOu43nOgA1B2IJ3IM3rSocIiJVEu7SdRPJ/8zX7QntR4SgdkynXPCFQAV+9zCVJfAdTpAFBzj699omU8WwapAgOzK+l/+Xhqf/og/RtmBq+z1WemdK51L2MAw/dR2a+wS97ODDhCcS95yUv2Xvaylw3sUnIvYriTb5Hf83/2iSd81VVXHT4PQCOsG8wwMpUPtsq5L3MBylHO6fQN6gHC4prN7Z1jV32vnve9B22JA+JQfXQv8vrXv36YbMEs8uTpZtZdxuzYkuhe/mecjK5l3zgy5BiO2RD/X7+Pcl9bzXnqDc69bT3g1LuxpciY7TVuavDEfqDjikqnUPcU0vXfrZCdjyeJ1MuxMNjkHgjlUeuCWk6cg/tDiShn0AoPzEHoY/ddZZPOuMruZY4jE5mjb2PiPhiDh+EjOTR9MH9b7yo4m3JC2GeMLWvZkvo7RrjFCCEBScnRiCG/7rrrDmflJXwXLzlsE2xUBoFsy/35vPaKazvrc1sCplbgdbpkrn2ce9xcZooxLQ51dA0yAIdljIWq12hds6UXRwl53aDxNcI4FSc/4IjSOtGlsFHcG3aDY8JMmRQYu2a9v6PqzJLjd1bnqTIv3l4bOMbc9I6x5CXEQ6RYFy8twIK6LqB1/t62YeoBPxtYOgieuT/pKEHcDt2hKDxD2CfOm32oiTGXmTjqva8G/fRLZT5a+lYBzRQrCfsZ/Qojw4y0GMOADPdFHBUKSpLPAItVmVLnKc2RKQBlltcsEfvn9+RnBDwlRBfG10y1l2fxM2OyBgMZ1ZJh2Pz8ubaPH7ufbRn/Vc59pwahLmDygKJzjGfRuQCSXhHJ1jW23bfONJxv9B19Rj8uueSSYcIGjj6lCjjWtdUisSVxYuoKGvX+5kSIdikbr21XDdbc4+d4n0uAk9sEuMA7JNxgA1eTV6fuocdSte5tTNzJofs5J8X3qJFB2A6DbvCEQc//6Yz5VAp36SA0tf9q1E+n4Z36bQ4g6bGtPcYIPSNUDjDBWOYbT7K3jlVL12tfbNmbqrO9+6kOSwVP+cQ4Z58wveQO1hCB2+lJGdXDHnuePaeq97xXXTu3Gacl42KPgaoOC+xn+ifroabPWs96ZEUvKtL6f26bp57D/sHf2AWAEuNZ2p4P+1ZnDgfmqCUKxp7tNmRx2K73MjaV6kW2fhs71sd4KiShBGhBjLsBjKnGudeY27a6bz4gc9dlAtDR3oQTKuPkdlQPF/BUDXqv3Us7z2rUj182cU5652HGCv2Dvud+wgd2peUwVOCQ/WLQKbURsJ/vGEUKubIUA9drgZLajtp+3/+Yg+NzMCnDgM775pNqx/4foRitn1X+j47F48f4R1gdAEcI+4IXnXNRp2YbtnKV3clcZ3rJ+Tbdx7ae2diZAUpfC/DPuBZnOyEuGKlebpDPGWnZ86PY9/2in7V0R3QRUsPjr4+pbXM5FOS0jT8bMU/buJkWGBhDv61OYYPsB+0V0Znan84WgXq3dzp2j27bGENW76H+btBUkXaE30Dnrc5Tz28QOEdZ6zXngOAVOJ0OGTO0LWk5Ii1DWhmd+pvPhc54EkZ+Y33GhBjyHVBRdW0KHE0ZyRaAGtvP+YVV5yJ4toAlA7zaXht9OyktZq8FEMe292TVt9MnU072Uc/hfewI0N9ge0lPQdfsJIw5GmPkxxQLtsn93HCgezU60rIHFTzNaf+SNvWwxVH0bOs5T2PGvNVwWCLfRI8Vqh2Db9aAI4yVc6WT0dmo1+Lk1qB2pkbaKI61udc5p15kHZgq88TfeMv1HseM9KYe0tyOuMq5LQ5bWaqXWCczwHy6jlgkHi4L6ZJnmPwnG/bsiyecPh3aHtCV31zqoAKWSL3mHJBf741QOPdD7SVCHbBCJLobDLWK87l95HDRJj9bz5DyAqir3LSkVSB2Sf+lJmDOk5zC6Fz0LBMZMhM0FbmjV/md9U0pYWNmp163MlCt7UtlfyR0yXXqtXrj51S0ZA5wOi592wp46j283k1XA1o9P/bpoc/WNid8klTN+c1A2YhGbKRbbZ26zwpA5nonrWN71xwDT2My5gX3PJDW/qvxP17ZFBD3zlP7mPWCT8u4tTxEQsX5xPGglgv6zMwge8XMDKrnnlOBfClwqse2QGIvR6R1rWrkW7pYn3Hr+i37MDVQrHq3e1liR3vbemChvnOXy5nTBsazjFUBRZThyXmZtBAglf/jtOSbcW0sVNzq563/5z6fOTJnXBxz5nv6hYwxavUa9bdTyTyNPTAMLR6swVMMM16rPdbe+ehgYZOoh0FFbqpw529Kwuf8uS4sVbbjKfeS1KY6Ym+/KSq1nqsCMQ9MrevO7Wi9+5kCb76PVY5HNgULVejPVPAlT4l3WXUMj7UVCqYPZh9m1jmvkGKS2SdV8qNb0b3sy3qMNZ/PrMyYUZvrzLQEgMZ91bwupoNXb90TO3DumKzBsZ5V5/bZjmyiN6uuHa/MHbOmjo247hdL+rg4ck21GANm6Emm9ue4zLjLN7XHGDszdkX3Mv5lxnZ0jchKZZyRGv3YJWOzf8Rz94BTi5zpba+yjXtdnPPUQtR1nynhHF52xBR+hJwKf8auS0fxDDSMnSsKA6ygRMmFcin43r337mXJvdd9xzzdKdDVA2o9ZWidp9fRVgN+4xDeuZ0Jh8pqgmcrvFc9Q5cByfmoU8Z14hXjxMTAx2sm/MDxlfXq9bux/uz7a0kFNGwb80Z9zy3mqA44reu12LyjyKqLxytLnF2LWV0mL1W2032/xUT5b36HGMj5WBeVUHmcoXwHTOU74T0YqN41fK3emNHr271jp6Sna2yb86x745nb7HPV7duWjRcGXir1ATEFMx0idSwAUtmHafpMIWaWi5G7GSI8Z2bBALRi2AFIeMXZRjl4AFSul28GBPIllnaCsf3nHDPmicztoFMAapUbv1RAHL0iX+IOd7jDoRORD1V8853+nxlygCGDKwYGdM/Vf3P+hA+8uGeOh4HKb9Hh7JfjKDjJQGInB3Zrjp6N6ZbZNbO3fGi7nTKLZ9FxHmbLutZahO11ke5VbnoC40ReEn2FYpHMQiXs7eKQVdjmUho57oM+6IOGvhl9TnXu6Fz0O+fLdeOkXH755YfLDvWqdPfGDGROJOLMMToIc8a1pWPlic22mys9Lw3ARHI3+RM10RVP1+GFGg5zYUymSuecDAT2CDCa+RskD/ACULU87uohjLFOY2GI3nNthdJa+9WOW9vZ8yJWw35uyJiuzWEha//AgaCsAFPvMc4wtVU/7Ln6OvkQUqAyN2FwZq/heVsnY9gjMei9SRq9+5zjeEwxUwZP/FZn41UmzOepdsfPA4DWa9dRjPVRbO8q47JpxKBus87hRATQsMCtK4Mzxhg49QCMw3wOCVITkOuxbFLOn2um8GuOrSUMpgAUMsVETckYuKn7tJii3jl6+rSJfk2Ns8eW8zT3ou5kBjQOKQRREyNOh0unYCaBq4ZXBorZcxgzKpzmvHRo1uUi+S4C88RSKHTwWoti6r638fKOIpt6EavcuMIHrePQs4An8p+iOwE00bEY+nzn//T90P+sr1iZWPoWjJW94xyfa7GES64TtosaSKzrmOOuv/764bgKYloOhR2YakMitbSH146sDBrHOofJ99aSMWbJbajgbAw4tQarelwLkK2yXRkDRUuOQQA0rJ9IWYHoWPQgkZboVRhYV+Y3G1oBFI6Kc4BzHtZpvOCCCwZ9y9hJ9CTnveKKKw4rekNAjIXyaP+5Fr04cwIh8mNhnpCe4XHuk+vG4CHnb2K4IPaW92caHlTOwrqUK/D1si+eeIBZfnPV5J632ULjvY62KXKvg8TS48Y6fwtt9xD4uaA4N0apAGguQzPHK4aFiqBjeMfZJ7pGiBwHxGJ9wKmJkD+IzhHSozoy4XkWEA1Ac/jO4KflWfbuyb9NscBjDN3Ys+PvqlNz9WZsEBpjjlfWabcyByTNDQMhJgUIY0fQMVJSHCVx/2/1HZwVgA/AP7rEuIZeB7AlZJ5zp4imS/L0+temffDMDIapt/8U41TPMUd/+L839m1zXNvZ2nZTAoIm9pubMitEZyC8lg4QVJ39g6IJF+AZu7CkO0vEnTSdOR9yNOINMCsC5on8DBD8WFy6ylKkvi26cWy/OQzU1DlXY37uCvrAwrcwvJ59F31Ax9CT9P94xzHQLAdRjWqtlUb5AvQKnY4EPJFgnuvleBgonBcPFnU1ebM6MEqVFeNatZgl592lM1AB1VwAxWC7ysnJnMF+jqAPGaOiO9EbwtiEz5OzBCsVXWCNyOREsa6pAZXbSEQmOkmoPXlP0ePo3B3veMfhevnOebNPGKis4Zhj8vH6kz2mdxvPYlcyhxWbQyKwn79PvM5TS0y7cwxGMQaQZHEYJxsT2CZymIaGH+RH1YeCF4tRJZcJ75h4M+dNB6YdDBiE8BwKqIml9Z6nUHPvmU11Xv/eQ9FT555z3BjIWoHT8cqmz3ns/eGkRA/yP0nd5Bv6eK9RVxfVbvWJGm5IQmy+YaDQ7wCzXI9p1pQxiHHHcalAx8ntZpTZxwsA80FfsSU9/ep5vK1nOuXBjgGnKX2c47SssnvZhN2t+6EPAJz8H6cBcoBEb/73uqbWI882r/0X5ooyJPk/TlHk9re//QDQomMZ23LefOd3gJ3XeezZ9rFxiP+XsENj+jTFQLX2a4GisePmAKhTyzzVBoKgI6Bhlw6A8iR/IkKnYy0tOkcGBGhQcqGI72LwmeHg2jNURGaqJx2WPIz8bk/Anbt1T2wbAytL6PxNpXd9vPm6T69Dr2GEk5W5/asn7GdjG5YHh4Fq4OgBuhYdhBmKNxsduO666wYDnL8x9J7Fg1GPLmbffOcchMVz3vyfc8crJpcxHnr+pk4NTovrTUUI5UcMppzbxL1uqlNzjtuUoW2FSHyMQWErVLjKyYCmpSE7xp70/+gai+Iyq5zICjoBO5vj8nv2R9dyDmaa19prNecwazXmeMKE/H3++ecfjl05ZxiojIU5ri7g3bM3VaZYnzmyjXFvDgM1R9Cxpbq2VfA05sG19gV100HSqQA1+R0gRWfDUFJmgNADTBXeK50Fj5uHm07CUhHsG6NNh2YASGd23obvy8s+9MDEGMBYAj7GEPlYh+kZ7h4ImlKQFTgdv/QG2t62nvDe8DhZkZ1aZwAph8qtFyz2y6zYhCIIoVWjiyFG/1IUk6nVEULlALNIrhPmifORdxXxrFgYJOciwpxh9GxTAFS9vj3lNGzK5vaAU31vLYfKxrsX+ltlt2KAwv/1995xfNMHA1bQHULlzMJD1wjjEQUBDNEXAGP0eV/PTtE111wzjKNhnkhKp0QPpUXyN+Nfb/3UuQzUmQ0rko/p2rYYqN75p9qzVNeODJ7caaYG2Rb9mG9m0dGhIulkGHVK0GcbQMp1m/LJ/zlPOgmhN4xxhPPHUDOrKNsqA8VsJKZ84o3nnNnGOnru1GOz8qZYp95vU8986f712E3oy9WQnztSvVTXQiMETig7fR8mKHqBPsBC4YgwcygsLTVkcj4MssFUdCTJqvk9hpw8p/QhCvoRvovBJ1cp1yO/Cp1jQPI9wdQYLFl25RUvsXFIi+11O6c83lXvjl+WOi0e8NE1HJY4HKxswcxxZoDjqOT3JHkzgy66keOSBxX9cm0oAynGH0BXKoxn/wC0fFKVPOfON0U2c71cP2Mh46WZ5FZub+/ez3QmT50kA+VzjjlDLRJhiWN6i20Cp7HGto41+iXvAiNKyI7yAiTd8X8EtE6NC5JTmYaNwSV8l7/TsUiiY4p22ptBAU+bgpxmvvik8+K1R1pLWfjZTD27bUrP42397vc0l1Vamadzk7Wif6Jr6AITMsjFSN/HQ6YmFNOscVRITI0xzz75xplwGC/XYCp2wFG2Z3BAjxhE8jfbYZ0IrQOOXPkcoAGrVGfeMiDt+vn2vOPeoNvyjleW6cYpZoVYwogxg7EsfZ86UCyzQpkPcpaiawE6YXCjPzWE52vx29VXXz2McQmNpz8FNOV8JJWnTUwSgYiItNaf7N1bS87MYG93KVMAqraxHrMUOC0GT1NofIrOGzs+33mxzEogB8qdDVBE/RgAFh3O23PdHEPlZJcsyLdBFEaca5HUR8eCTiXhFo8YxqzW36gvpfUses9zW+9jLoCdojxPQhFWOVvG+stYH+ot/kvYGtYGQMPakOghYT2K8FFqwKwUIXZ0LeckKR0nJN4zs4qYyQdznHNkEIEpjmGPbqYNGUwS0nClZJyWSI4nnGdPPB/YnjH9Y9vUPlV8zFw9o33VYWmFQSo7vOrf7mXsfU+NW2PH47iTMoJTTr0zllnJPq7BRmg7egYzlbEKhyQ64X7F+FMZKEAZ/QvgRE22XD+6RS2o6F3OUcmH1v2fWZDKMdaHew7INhgpzlPfk0P9mwCnrc626zFPY4Mvx4Cm87KYPcBsOgASnY5cB7NQzFpIJ6Oz5XfPnMMrpiNTmIz9843xhoFKxyO/CtBEaJBVrnPuiDvaWCl8fx/1mW/DqPYM+FQ8eZXjlU36jAdg6yjgKUJ18GyLHsBA5Tu/hRWKkUVP8lv0Af0ABLF+XXSECReELhK+i87kGCoj5+/zzjtvOEdAWc6TT/ZPrkgMOhNAcnxyOnBguB/Prqv3OPd5bdK3lx5TwWtLWgPUCp6OV44ykI6dz2V5vJh2fiMPkIlNACgcjDBHcTqyX4BThEkWTh1B36I30ZEUxwwwyvnigOSDowKjha7lfHFw8sm4GPHaeFPEh2XbAGgbMsYG19VETny2XQtAuYG9cBLfABxiscSL8/LpZDBQ5CUBrDCqGHS+3dlgoCKgbPI2AG0u2gmjhbdN58Zbp83Z1wBtToXy3vNrPafefr19p373fjbUztHg/3wfR0hklWmQPXc7ulDZ4WosoP2jI3nHgCj0B6+Y8B65UehJBE+aSsbODcx5og+s7cUyEug1zlDOmWuT58jMPvpeDDs2AL2tumJPvIbI6vNp5UX0vOB6zNx34mN6uU0V2E7tv8r2ZGzgbOlT6/+qX1Xoe/RN6ixRJJaq4Ey2gGkibYVUEuxyQuURqpO7Dhp/My5lxp8nRzFuoc/oHc4ROY85Pu0jamMg1XtWZ0aWeJmjH1P4oBcdGXsfrbbwfx3zmJR2rDlPrYZuAq4iBkAY53yznAqzB5hRQC6Uc6LoBDHaTIemY9LZYKPSEdM5sh/sljsRnjUziGCdYKBybpJcydHwffRoz7nPsvW8xmRskKh/9443YMK7Z7bVnHOscnSZYwimjq0hIn6rxj56FT0gnA2jGo83/Tlea1gi+oANcPaJHkavwiKRAxX9ADyRWE7IL0J+R77DbuVcnNez9fJJvsad7nSn4e/sRzFB2m5gXz1l+vGUDm2LXW2dY6w8iMGsbQV6uAKo0ylLGE7vS2QCBgrWKYxQ+n2YpuQIRufQNXJ7o2v5PQxUdIm8XSaCRGC58hvhd3QNPQaQES5ER/OJbmW/6BrEQyvPqiVjwGlXjNQmDHMdDxnjyJfeCXhqKX+voew/dxCoAwKGMd8gdTzYAJ1sx2CyjpY9YXKXWCKCdbq8OjWxX3IzSOpjNh8PnAcKkDO44ByEPjivQRQhPe5rzrNrPacl3nB9rmPerDsQnQjAxP+ebrvK8cqUZ9sSDHQdnHtgmt8AIwFRzpHIu8eBcbmA6B0hgWzL/znWtaBYO9LFN9OnYLYoIuj+h17n+hyXQSCDBysOVM/bz6a3SG/rnscYqCXvpp7DbFiPtTBAwvN1rifO2yonJ1OM0yaRBY8LOAIBLMyEJe/Wuuxq/en7rAYAcKo1myAMYISZ4UpelW29i0VjA9K+HAf7nHbWUOEYcOrJ2Hg2xlbNYa/q/3ybDOD5om+wbpR3OPaw3dKbnfMwASCAImpBUbcCsBLUDpiCfQJxQ/8TYsN4x0Oms+Apk/fBoMFsBEJ1EdgoOi9l9tOB8w27RYVZvAIb+FbHm+pwS6V2yPpxlXUMN8/P981MEC/lMYdJW+XkpLIYLSNPzTR0zpX58wndj6EmnymCN8yHnIroQ4BNqH68YsohMCgwwQJgFi+X40hqxaDRfs5BaD77RZ+y2HCuleKALG1h1gYAVkHVrp61pTootaYOH4NFnmdsWYx52DiA6ZJQwirLZcz57G3fFDhxDKQAdp8q+6wDmd/CuLr+IUVnsz2f9HnC2ZyPEBvkA05M8gZz/pwDwIDNj8AqZ0yD4Urfy7nJVcw5cg0mW723o1tzgVOL7d10LJxilhyhYlUFniszG7O48omAp10IDxCj6CVX8I5BkXiqNdQES8WsBlcjJyfJAwkgh0HEFYvNQtE+DDSJ7iTagc6Zfg3bhRFtld3391yFbnUY/29w1PvGgAOWPGsx22AdWOCS57bK8ckcqhyZE+6ZMk7oAZ4n06opXRChz9szjnFO2CF9J84DIUD0wUsvEcJgxqo9a/ZFf/HU0W1sQkAUa1FS2bkCld69TzG2refaen4t3a2OiplqACI6R10twFP+zuAIeFrXvdudLNGRTYDTnH0YY5gMEcce8J8POYgM+tEJCAPCcITGfb7qHKFn1FHDSfYYAYPsKAoTRPK3WeR3HtSMm6pzOMYmVZm7T/3bulbHNesZ4xogKroWoJhn7HpzOwVPR0HeY9Ki8rxsCobT06JZIJiplxGMEbN4KKIJgCLWTOI4HcnGHG+XTmWaL22CaeKbuHXov3ynPbBceNxcrxVHHhsgx4x5KyRnQ51v3wf3ZcBE6JMORekGvH1PnwUgrnI6xSC/Vwl/rL/hEOTYLBURjzP9NgY6xpocpQh6xLRrPGNyqFjnzpX+yePAO8ZzxuDRNsBDzpm+xxTt6H22pR2pZxO7kNl40a/Xvva1w/85J07NNsJePaBlhq+WI7BThz4RioRFYLHkeL+wC9T5cRmHVU5WtsE49c7pAs6wOsx8i85lcCeywqCffhM9S/8IAwsDlRIFDuVh3wE76CP2AbvvpZnopyxcHFCRczIzLzr2jwdLNnEts6ut+9xGZKWCphry9njtsYxZwegWZYhwVi666KJDQLpE12aDp5bX1epIvZyBFj039nsVGykYKApW1hiu60L5oVKKgJlEzAjCUHsJGMd/iUNDtbNPK7/ERT5horzWngt41gVV+W6xSL1tLYaJ/x3TNtrm2+wSZR8Mnsw4mXUgDLnK7sTGhkG6p1st/WO7z+PjewxLBeT0T0Lf9BvADpMl2I4OpW9T/JKQBDWa6IP0TRwWDLFzf7ywL3ppNpc+T4ItEzoinNN9tXXfrRB33d4LMUTQOS9xY0OOI0d9LMBTjDhhOjN7gCYclxU8naxsm2nq7e8c3/RhmFtSJ5ilyjZy4qIHVCYPuMk+jDM1t8llExg/rYtO6fAMP86XfaPXtzlYlcATpdC1sVl5c2zT2FhXIylV12CvKT8ECDR4ImSJnsGUw/CdaNiOG50TaphL42E4oTd5UZSXZ1pztkN/UokcA4ZxY7q0af46Pd8MlF8cgCPtMAPFki8ksrooIN9M1SbXg1IMAKz6zCowqp3Iv9H5W50JJUMJDYzoYA4d2APBoLv6epR6BU+7F+cuAMytB9az+j+MUwXZY/WEem2IhH3KLJ94rslhisHJDDgqEzM7Fc+O4nwx5uRMJI+KkiMOZWGEoxfRxwAhvEDYUWYnwebCQAHkWQKGMF6841w7C6ECpiJmeyuAwjnCEbJT0wJV7EtOIM8gbaGoKM/BKyHgDQNGq1NTdW4bzNkqp1foTzjqhOBc84zxIn2EvKX0PfpazkEtNY5zxX+Hu3MebDj9ntpPjC2wyS69g46FCXvnO9+5d+211w7XhIlifHN6yhww2evfrTBcBUl2MnBCcEoozcD45nVs0eeMzXe9610PAekSmb33XETtgb11bMubm8NCeV+MGZ4nHmseACE5Eud4KBwL4vTaQq6twuDCPXA9Pm6jjSkvGbQOUmeGEtOv6VxcmzBeb10hg6VaPsCdy+vwebaOkbhBk4GSi422wBOdLt/Qs2ve0/FJK8bfC+VaWl4d/9eciHqdFoCLsJZd+k8MMOAhQp/CCMF4MosFtpXrMNvIek3/sh4a0DgcCQONzhE6zLVY0yttpNAtjg1t6D2fCkar81JD4WaLDJ5imAFP1UlBLyt4cu0d19xaZTeyhCmqurfN1AWfi77NKhtU2Gc5JCY2ucI/9pr+n22ObtS+TjQknxbIYpyEWOCbma63uMUtDmu10TZKAOHY9BYfdjtsg6qzV0kBSBCTAegc3+gc4IlnZPBEbnSEVB/nYu4MPE2F36AAMTo8OH881ZnOwrmmvGB73hFeEkidl0exMWhO0DqdjE7njsPLry/d1c8BQ6Y7Qf58aFNeSv7OC2V1eXKi8A7yjWdBR67Gu9ayoh1G5AZJ7mT2igFCLfDk+j18c04v0cGilgxcq2xfrGsV3NT/nXxN3/M+LcDv8G69pvf1N39TD4YaZyyfkr6RHIj0szBSpsfj2eEZUwWZyuGwxG4fM3qg3mkfITyMJMyTZ8/C/iYfJNszgwbvOPuE/ULnI+gP4BDdd0K3PfJsi/6ykCu2xU4G/9fiuuhV1bHK8pLzBPO0gqfdypzoB98GUP5sA1RxvHN8mdhE0croTnQOB4YJBZQ2OP/88w+PdT1D8m05NzmIOCOe8WlAT7s4hlqL733vew+ZqOQd5josCcN32orTUgFcjaI4TO/0G8YrcgApi2I9caoJxT9hv2s5Aia1cG3yKnnuOwNPU56uH0RN/uQDy9NKZB3L5WhtxwCComGgqCHj3COy7p0LFMEgG8wZsTvh1CwU9+YBzOwWLwIwxPnSHqqmw0zRib2MjM/dKyNQa1VU8FTLDNR8pjrtvJUHxTlqaGGdPr07qY6K9cTf9GPrQ2VP6syzFnNVjX+rPegB/R8GKtdnuQj0gEWDYWeoD4bRzfmoGwODbJDnGa8k07bC0/RBchztBEWoYA5Llv3w5rlmtVP2vB1CM3givwp2y8wsumZWCZ0zcKrgiX0YLDjHWufpeKUXajID6lC5WdIWGbDJ9RHO41pNTMSIY+68XiIOZn1hpNzXIQe4By+N5lCdHSz2hYECaOwfjGsRwoppB1Gg7G8AaHarYgX2r/oNSIK95hv9qOAJgAS7OwWecG4irse4k4WBe4rsmSVeOLR2Ml6U0S+N7s0+a3nFPq9fDjlPzILjhcZQ47HyzYPjJUa8kDCrYfOgaSudI8LLwdg6xIBBp0qrGah8U42ZKucwZnRoAyd7qDbMLTrTAMfgyeFKzsN5PfOuzjDkvhh8vKjsKtsXh6wMnCpjm3fpNRjRCc+AwViSm1SZqPp3DV8byNno1cWxY8xzTJLDkwsRA3XxxRcfrghghyp5SYCpnCe5VITbuc+cM9tzvuhNmCQMn9vDTCTC4cnHyjfOSYxtzhc2LNcK8xQgFdaLOmysi8mzrLri4rCEKdEtDwCV5cV4O+cJtpd8DIcSPBmlflY5XtBUHRiD3HwYb5yzyrjm8ax17jltqUUvSf3IGJE+nr7L9HpKW6SN+SaE7MlPOSb9n2iHgR6z2HMN8lqZ2GDnB1vE/b79wGkiwpJrR/cuvPDC4Zy5JiFH7ISjNp4NR3uds2sygIroHpPQrTq5yaFxxk/rGmkGvF/G66WzyLeaMO4QE8ajBZ6Mbs1AGRS1aNFeR+T8dGBCdRFiseQggTKNgnkpEcJhoPOa91DvhQfP/Vf0bzYLTyD7ARw928/skyvNtvKP6qy5atAxxhh0PFqDL3vDMFt8HCp0iJB7WGW30svDcV/jfVKKg35J2Nyz0txvxxwTS8/oO7RAmBxAZbBH5WQXnIUqB+jjcHlmD+fA+YBBwm6YPUafc35mKXGd6u3CYsEkcQylD0ia9dJMzpHgunZcHDpH18g7QTcBT66b5hl46GMNC61yOgSGIu+IflLZGs+sruNZdUSWgCmOR5fph5TiSN/Mb4y1OPz0T5hpIjFMkOJDf3P0BgDDGMQ1IUNgbt978Aw4Pvtiayj14zQRcqzsbGC7WGqtgiNHUhzW43dsi8dHp6O4vIPHPr8PcAjj27GDJz8QKntTC8adANDBg/c0fmbQVSbKHndrAECcbIphBzDlN7xR5/KY7sR4E+bDc2jFsVEWhwroaDamEcIVDHAoGUgdxon8DZ4LyoIhxhswcwQip3MZuUNXmpnyNHGzZu6YlaK2AhkArrIbAZy6b2GA6Q95J6yDha659IadCeqh8U2OoNlf61gN82FcADh8ItGx5DqxdEP6WQxh/r/88ssPc3YAJvRjDGN+yz3kGK4Nc0wfQz8wwmGikmeR39GxHMcsG2YsoVuAo5w/eUqs/cVMXQy9dQ07hm3INrx67sm5Jg7XGXR5CnhLv8zmWVb9Oh3Cu0n/TMQgrCl1j2A7cXjJWSVqwTfjEOOc9XqOI+NwvMdPQmREWBhvYVAdNSDikvOg+/5E3N7sG1vBmGUwQsmaDzjILzSDm31zLfK0YMt4Vo5YODcpz9c6Y6ffedQeW832YhMZ11p65vHZz9sgaifgaSxk12Oe8KY43kYdkOSwG54lnayCKM9Iq0beDwJAlgeGEabGDP/bk63MUcQ5FW5/vZYHlTrItRgo3ycInpwNErI9K2kMPDkR3iAQ794I3bUtKmhypzTLxsexb3fMVXYjVc+qQjsnx96bHQAAD32J3Ae8Q3uW1rkKougDDqlbAGg5D94txVTRX/IQq57VfD2uURk2HCHsBvdiT5j7xlHCAeIZmHnGAQjQosAu9wvzCkijz+f/DJronHWl5ik5JM59+1m23vGS/rDK9qQVxfA258YAqCk9w4dJRNhu+meOQTfQNfpmS9emGCmPLYThmREHcIJ5xQGPOLri8D66QZuc+hIBbJAnCEHgce09mhWILfE3rJhn9nH9Fnhy7pJnmxr4EPL3uIbt64W9p8Lgm+jl4iKZPRBlStEvyjfkxMz6MYhyYcn6Us1Y1Q/nAUFyrgidBtqSSq6eNkynwKP1y6Kdld2iU+NpoCS+/1ZyOiE72uipnT53nQmBgaaTAZ5M+xvk0KncuarXWzuV368B5ZqDcTxC+YoxMGXQj5EBXFvX2M8OCMyT8xa81AJ5egCvqot4j9gCBgXql9Ef0zeZVYcX65AZgMgG0A5N2kb7PIswnm7WtMu5UvGc3A+MOYY7/wcg5TjyCwGJACDPPiIBF2CVc3LNXCOsA+xXhMHJSa4Gcjbkc5xPnunYu19l+9ICLpWVcO6MZ3Hxv8/j48g3ZMabdY08IH53vqsJgmqXTRBQkidMas6RPMFsY0UNHGnGxQA/ymA4/MZMdfQg53TdRBYhznd07haagOUcMO45xzM5KtekzWbDyY9mVQKXHCAHqoazDWZrVMTPyNLaNsX27Yx56l2wNejWsFDvODNRTnL1dpA8htxxV/apSXruiH55MFN8Y5xN8RnRehBqDSJmoQBQVrzWc2TQqV63B0a8C8CYc5cMngilcW6AUaU7W6GCqpwt+rJ2wNWo706mFLo6Hu63Bs89TxYdw4Dlm7Ab+pJ+48kB9jLpq75uBDbXC56SkJr/MebWazxQ5+P5PhgkfD5CBYTC/cwqy4OHihPFOV2PCu+aXEmmQAOeCAkm5OecCdpfGVvaUe3hJu96leOVKfbH45odUn7zgI4OokOUeMExST/zsl2MR9WRpl227x7fnHtF8rd1jbZFGCdwWMzSoss+LzqXDyCRsfKWyvnzmGG21Q5EdVQMnqiFRhmQ6J/DdVWwOWMRkN57HHu/O51t17uI0TDTFklYc+KWDa6TuThHZWQc5qPT8cLpaLwML8eAwTdC5kFzjQjeAB6nY8Vuu9vnzlVZIrxZ2gX4wQOI8Bw4Fm+4Ry06kdsJ4pXWdBvdHr5b7FLrewokr7JbqQbB/cvvhnwCA2dYU2alcT5Pu+f8OS/5CuRC0X/C1Lhmmr1jF3x14inXIT+CPsm5w0CRRA5gyj6sXwd44pwBL/nkeOdPGFDhcXM8oTYDvHwwztgW5/yZEUfHHCJ3qQG/G46rA1rNaTErP8byrnL6hPfIIvTk7fk9+r3WfNQIY1j6uZ1/SALP8GbVC8ZQ2CDGK9I9auoFYxJgKQwUpUAIj7kuEvrAPXINZtCSg2s9Z6Ye+vHPDpK8uW+AjkkDQKLTQhi/cZiYRUu7GIerM+KxzVGflvT0aixysnS8W5ww3mMkKqhwjRZygnwMNDfGycAGmtG5T2aejGBJcOPlsw9xWIeq/ODo0F45GuNp9sYxXovzRTDU3KeNqOPU7mjOg3IOVGWH+N0z4AyeCC/y/GreSA+Qtd7hUfrBKruV1mBLP8fg2SmxoGvQ4fSh9Dmoda9XiA7mvKyVZR3D0AOK8JrdP+nrtBPmCQ8226i3AnOKPXBCrIv20UYnnaLn5Fu5aCB9FMelziLiudg7rrNPqdpcdbK+C55bxCy1gSWeOGxV6xytd77KybO8AHeKwzpJuaY10J9do8sRBpc0cPgO8JTzU0cN/cPZZoypKRi0FdKgpqc4+mEHwayQZ6ozicJMM8Asz+CGgyrnjJkOW1sP8r/TYhjryF30DFSHROuMbtumVngUqZGX3vvehm5tbbYdN+e14DDOeJkYWecX8RANXGBoyFPCGBFbdYeEofIg4lhwxIllrfwKgygMvQcEh71M2/oF007EXkHEnavmRpj+NyNnz8adsiZ+z/F6a5ilhhWq+JjeILHKbqSl4DUsFWF9KthevLgaziP3jv4doX+ZAbKBIrmaPB9mpsUYM4iwBlfYH+u1c0KcEG7vGCABo4zu0+88IOAx55P2MJDhpROeyLnicWd/ElC5T9g5hytpK/YmYu/Ys2n9G7bNDIIdJecZetCq7O6UFzylo6tsR6bsGaHn7EeFekJOAGw7APRhO/AO7wKg6VskmCfvJwLoppJ/vsnZS3+nbxj814iJ83DRNVgug3jaTPthgRgT0THyJGl/hLHSuuQxj0T6WhAWqayd/7a9I83AoX6kHj82vhlYtWztUl3bGnjiJgEhGC3PLIg4IRSDiXc2hRjpFLwgEDHgiYKYoGcMmjuZQQcP2blKIPv6f31BrfYawNR9eSa0wcCMgcXesAcTruN8qgrOnDBvIOdOZFZsDgCa42WvsjupgAmjwjuui1pbj+h/9C1ym8yOuu9ZD6Hx078ohQBQihEPWHL1XjtFgCX3f3Su2gizvvmwGoB1Cn13cm72pT32mnN+lq0IyGLmXYT25tzknzABI39XT5aQiXWlhlNrGQh0jkEVEGVdaYGmVbdOr6AbOB04LEx+gLkFREEYcIzBc2tQt+4BfNAdwFPCZTl3+ll0r6al4CDVMQE9RsdwHvI73yYCat4sTBalQ7h3nsUNGl85R03PMXiivpkBEg5V1XvE5AYOTQ2Fc/2eszGma2O/HQt4Mk1Hnk/ENSNAnn5RgBwMNb97lp4ZGhtRgwuMGHFiV1j28g5mfejgbHdeFi+dY3mBTiI3Am9Nk+Rl2PN36M33CfCh87TAE+ersV4GjfqNVIPvc03J6vWejNh41e0GwK4bEyOLcapecfpTDG++A37Ix7C3aHbK3iR0PYmdVMl35WAK9pGXYYY05yQvD0OLPcCAZnDgfK7Eba/YAwMDV66ZmT/O9UDPqo1goMs2KpBbF2tfZ8ajw+84guR8Eb5waKLlQXswmWKcVjl94hAsyd3p9+mvDj3Rb1nrkTQS0lIcWaihPvqQcwYpiRBGKjXdcl5y/JwIXkFUHdecYwtjm0+rqGS9H3L/cmxC4ta1W4r1IoyJzWGs7YXIK3Hh8KBDe2x3JImxt0aGWoSFpaV7R3FUFoOnSqm5ER68+dtVS/PQecg8WBgijBpJeRhAPxT+Jg+ixlDJzagJrm6747O0m+0OzYGw7e07mdVIl5dn0HfWQxa48sfhEp/L4IlBp9L49Xk7jj7G4NV36WfQ+s3vt/X3KtuX+o5bYaNIzS3E2AGeMI75Zn2sGN/0LRI0WZ/NwB8do9/l/FTe5neSuAmVE74jVGCdZZYO2+3l5ho5LgJIY0V0mCNsBgMDuVuIZwtWj5zn6UWGret20Nzn0W+zyRh6Cm/mO+Ik16rPXL83a6inoyu4Oh4Zs2UerEkXwTm3I0x/RvcI68EmURrAkygc+eAa9CEq0tOP0tfzATzV8F0FExHaaz3AEWJ8zG85T7UbJLqbnUVgWm9QLq8dEd+nUwF8z63QGswS4ClCSL8CNnTV56qfqfGsB6CWjG2L6zz1LugPVDkGBxBTk57ZRm0Yr8PGTDJACceZweEhm50CbWN4DZ4ATXTUSKX1+TYo4h5dDoFrOpk9Uo1xNdDVA7GRdjvtqQKgPHDW3CZPK229r5ZUMDb3mFV2Ky3GqReK9TH0AXL+zPLWKtgwwjkm38yOrfQ/4MuzTp2PSCgt52EdOUIEnIOBIKxXvhlMABQYTvSJkBzHO3k7OU25h5QNAESZtfXzYrvZVyeNGxBFzOqhb/ktbAPPGG+4OjPOgeI3J9AC6txG2rkCpdMtlSwYKxOQd843zBSTNFhKhP/RNfoofdKACOCPc0S9JcCT01IcviLkzJjJuOYcvohtRsCZdY2VC6Jr2BDOGfEY6ftwdAYds+0aww2AJ+7Nk0QAg7629WlsbGvtc9Sx7Uhhu9qZIrxMbhaj0QIOgCYMJeAJVOwlGTwF1PVoIgYZznVyLgT7OYRGp8k3VCPftZNhTA1OeJnEdRmsXJLAXnAFVHQyP0MbfHeOGgqog6lznrw/bUVatOVSALXK7qWlyLVPVoGJ8sCOowAIYt01dItcI0LogCzYlOyPB4rOAAwwcrTXNLzBE45MlnHBK0dX8OZdgdgVvyPWFZLH024K6tU8D75xaip4IozplQ14Vjb2/O+EWQSPu4ZRrT9m12iT2bA57PAqu5fqvI4J79ITlyK8S7O7CUfnm35KmQDCxjgyTvJ2OwxIcHQAa16jzuMW5wng57e0i9AhIWc+jKWQAFwfWxCHKNuwC9bbm3WStdFXxirPjm09b5MAtQSQFzGujkcd31q6VIFvj/3dRA+PnPPU6nRucB3sedBGmRgwmCgq/fLtUu2AFShGG8/6QLm+X6hn24Gi8aABcEboDplxT34R1fPknKZnawgAqZ2g0v1VuJcKeOrzjlQKc2kHGXuvvd9XOT6Zepf+HdobsGAHxVOTMegGVegaYa/KAFfQYW/YuX3ZRp6SVzc3e+vit4CoWuSPcFmAGNOwCY2g3+7zZrodTod5NrPsezDrzO9e2qIOpADKqs9mnKrx97lXOb0y5/14sgUggPQO65wdFxwZ8vFyPGG19HFHVzi3r+W+Tf8HPKGT6CpAjRwiL0BvBs3OD2UTMsOQhX3TXq51m5LLBXFBe3EUrFPGAiYL6iw8p8hUnZwa03wt/1//PqpsDJ7qoN363d+tWk8uB2BWCADDFGavHUXnM3iycbRhNxJmP4oEUh4BwAN4IlRoJGxWxzQ/98E2ip7VnIsKHjmuonfO1XvR7pC99+EQRPUK5oCoHkJvgcdVTqdUhhIwEokxhDXBS6YUASAELzk6ltCDE89ZR4+kbXQXHTBbhO6Ra8Tiv7BahO8MjAiLRS/juWfJF7PIgMDcR9qZUGDaccEFF5zVJp6DE1kreLIumL31sTbYzsVIW/DuAUjOaYlgO+pMpjGj33qXq5xO6TmT2GDK9qSf0D/Sp9JnKaeRbUnEZv239GEmf7TyY92PHOmgNIfL/uBY5O/oM5OzqC3lxY1rnrAdrjCuOU9sBWs83vpgRq1DdpRJibiPOz844jEuwrEI5zUIApTVSRlTEZU5zNOxgqdqdOZ0qhYStIHnb5gVMzdMBTUj5RkCdBo6k+PJdfpk62EaxZuVoj2t5NH6ssxw1ZdYP3X7GB1Zmarqxdbn7rAA9+XztrzgltTO13uvq5weaeka/1cBKGBEI+n35D0wYwivGF0LmGLCRq1zgy7CLNWFcblmBREuZ8LvGHzKCMBMuaYSRhebwEBlsENYvJZQsYFu6aKZMzNsCNt8P+Sd8C56OtjTvTnvbZXTIXPtn+29c/tw0E0GkLxN+QxIAcB3LSJJ33bo2E5+xOALcoLxi5QYs0/+27l9HtvMDtdUHdpSpY6V/q6gkHHKeIBzOjxadamlW1VHtzl+ba3O05RU0NJirWBIKC7mpFc8WDNReMMGUPzPFEyHGwzWKniqMwVom+PAfglORG0xS/W3Slf2pGcwKxrv5TTVAaoyVQZXc95ZbevKPJ1+qe+nZThcYDYSr9IsC3kamSbN0ieEFmyUmZ2T/VNbKWxSjmEQwPhVcOT+S64TuoEuxyN3lWa8YGb0UU4kQt4UbfM6eYQeIzXM7wRvG2ifw4VHOX/EM/54rgaJZtXm6swKmM59aY1xAI4INZYoLlvHNcYsxjJAEzNRSeZ2zSRHRSp48kxAdIy/Iy1n3PWdqGNGQVpA0nuks0SMWvnCrWvYBhiYVed+DC/4eTOutSIz1XGxk1T3WTK2bQU8jbEXrf97lJqNbM0n4KWA2M1EAZoAPySoYjDZn07DOfwg3fnGAIyBU0W/FZQ5JFkZod4zar1Uizucf6/nrCBu6l352DGGqQ40q5x+mQOAKwMMSMn/MZqUPnDSqHMcItE9HB9m2AGyrFs2rjgu9jDNHHnSBYMJRS4NntCJWqDTeSM5t4tZRpxPYd2qzseUYa16z989NmkFSTcdqf2m9v+IZ20TWfGYBnii79OX0S0vGZPfcIq88L1ZIbO3kZrwzfiZ4wLmch5KjtgO3KzMBPdYWMGSx6S6f9WZqic98FSZbB9jqdvq8+/tdyLMU8/QtB6CXyjfINwIIIXvGqLzN1Qks4RYvZnOgLF2Yinnwlts0XwRG9QaKkQ8SLgz1g7TAzut69UOVBkl/9+amdB6Jy2Q1Pvf56pTT1c5PlkKWMdAcGtf3m8k4blIco6yHWMeNomwAuyul23JPkkwzT4XXnjhYR5VdX4MWiii6bbkQ5iBhHX6OZ58zT9EmCEXMWMG2KIdZtqqHlcmeey5mbGKOO9prkyFOlY594V3zPhA38UBqOOFJ1ygAxnXok/ROcY3dMMzvQkP4uAwBlZH3yktjIswWkQ6CJlT34xSJLc6uJZrC1Y9thgomXm2rvUiKj5nD0C1jmmBJo9rZq1OVdiuBwrm7O8HVFkitjn8kBfvOCzxYNP1EZK6I449m/Lv5TT5d4PA6rFWFO3trZylHsr2trky17PthRN9X+5k9pD8nFc5WbA0ts8YW9Lqa2N/Owk2wuwcF/MDpMA+UY3ZRjXfTP1nX+cKRTgfs29JamUQMaNTi+C6FAnbGAisu2POzNLn2NLXMTBUHRr0z1IZrxVInbxsk21vjW91BlqrXwCscA74JlfRhZ2zH/WeAD61f1ZmlxC6i9IyduEUuBQJAvgyUYCY8ZozPpkB7+1XGa7efnU86wE1O2Q7BU9LOlGLvpsKC9W/6z50AofE6AD5kA+BEcfAMvuBuLKTxCNQpmPTIX0t51dBr/qY6kn0/m+9/PrcDHDG3sdYJzIgsufukGUFVZyT8+bZUiNnld1Ly9OakhZb2drHv2M0evt7aRKOJzcqs29geum36Cg1pMzw4OyQ61FnqdEfuQY6lgTyLMfCsWnLm970prNm4qQteOu2ETBQrRCKwxc8g9b2nvSSZFv6U39H76xP2Jfqoa+yW1nC1G77uu4rNReJcYoaUTA/FK1kmSDGNbNW+Z3Cnc7B4/wIekIOYz7JOSSSY10guftWyoGsi4y739Zxa2xcq99TfX8uaPJYZ1YOHaOOW4vJPjJ4WgqY+IwhyKN2UCNzrkF4AEaqfly80+0y9VhjwRYetkMPPPwW0xSpYArpeb71eTlM1jL0c54xbTVQan0qC1XbBnhamafjlU0cljnHuO9M7V/1mmn6MEPMaHO1cNgl16Cp61+Su1H7Kn2P86NjXvndRtqz56pTMuXx2shaVzgv7erp2hhYbRlwM+f5NitQvfpIkvBXufFLr//Ybpv9R3cA3y6RY12jT7mPWecZm2pkwYtre3y4WRnjaritBdJ6jovP6bb3gF7vuXnscnoJekb7qSvJd52Mcmxhuymje1TKeQ4lV4GLOwBhAww7YTto/JzDXnErzODrOU+KPImACQoMMkvHiaqcm449B017oKqeKe2tncwKUQcipqHyDT3rgcmzJ6o3xP/pYNdee+0Knk6x0GfGpAUq/J7pX+4LrTyF9B/WpiMXCs8Uw035ALxSWFsqdte+WnXEjgcVm+90pzsdfld9iNSlL/xsDMwq44pnjzgx3ouM+9n5vG6zHTPqQrEOIAudAgA9GFlfWYbjYQ972EZ9YZVzT1pRhwqgcEgcliNvl/I+LvfDTDmk6nIFUcyWDZOV9S9hc2GCb6nlYHrRk554TPKKCNZjj+k1xFafC+fCHnlcc/FPl1bw7MY4YnmO11xzzbDvPe95z92Dp+qF1cGWv3teXw941f1bbI3/Nr3JC62/tR58S9xRTaHW+0MMzFxhvPUMeh2sx/J4UHE7fG6HN/wu3EHzTeEzgJILotHJvD5eHQwMnjIIrOBpd3JURnbuNXrGrrW9ghn6nAvU1j7e60NO9K72w7pnQEf/xxhSxoRBgxBCrclUwRG6VJkdt4u+bb1iH8455gTZw82+6BrgKf8Dnmr+hcET08OPoz/cVOU0Ptve+GaQ0ksrqVJ5Bz1QAAC7v0lEQVR1yn25pactVsnLoqHrN1dpAfY3mGnpva9Lm7x8Wqs9vfHS4xugidAb9eA8rlU7wP3gGGX/OIFL0lFusSvGqf7eAhBzwFOro7RqQmA4qWnhWhn1Y4PvTw/d1k7Hd0WzdT0rpnbWDocYFIG86/W5BvlatAXWjEGo0pwGSfnOIFPr5FBhlo5no19BFNtzPtYoW2U3MqVbS6TFurT+H3NwfA6ck1p7htXgPcXaAAvmiZC3jRQFASv75XxE+jzsbQxdZgSmL0bP73jHOx5WGvf6lnjcJJqjFwwIft7075zXCbIOAUS8SGm1azkPCxtn1mH+ju5hzPGCrVsGk9Uxcohzle3LmAOx6+deda417jlqQe4fepcPuXz0Z7O7rWhHaxxrCawnTKxLJtS8X8SAxnocgVFG/yM5LyseWM/rcYidH4BR7EB0K1Xb853zMbahO/V82BavB5j9E1HZSc5TixGZ2qeHmlseaj1PDywNjW4stMt+eKEVKLmkQQs4jdVjarFIU8mcY15D61nWgQwAZuPKeWost0q2A5pA4oAnFMLgiQGllUReUT5hmiWdbJWTkZae9WaTtHIX+N/gCV1hSjPG2zS+C87Wkh4kalqn2J82owv12jUJlW8fayelNQkCZsm5IVXPXcyz5lCwDYbI+oEOxZBHz1LmIeAJtgk9qx66HZfqnK3g6fTI1Bg4xgCN6WVNEfG4ZnaXgpnWOW+rOuZvrlWLKNf7qGNgpOpRHQP3GzPaqs60BGKA9lVn3eyYARdOUXQjY1HGsgqecFRarDHMs6uapx05x07A01Lhpg1MPC2yBSQqAueh2jDzvwFQzUMCVbpaa9b+YUX2mn+Rb2bf1QTx1ot3x7F3QIcm74NPBWY1RuwE2Tp4AVqoSpuP2SbPfrIhjtFO58k3CJ9qsaY1+TgfCpqzfgO0lnayVY5XDOyr42HD1tMxs0XoUTXkLsgHgEGvYKJud7vbHRp9ciXyPwuL1jAx/c964UK4NrbZxjWiu8l9Ik/DXizGFgMJC8R10VmMq8NpzpuElbIe094wTOQCApryv0MHzjOs3rB1robVo7creDp90nKyW7k/PSbXzKWBjsck67CjKvmwdBHV/PPtYzgHCwIzPjiv1e2jPzKGMo5gE8gNyjVz7fc7qPFG+KuSJRH0p47P7v/kbkW4Ls4/22hnzvXGN75x0K03vOENZ4EmIipOQ3EExRPG0H+2uc7WXAC8mHlaosTuUAY1Bk9ubGV6ONbomYHAKLvGXjk/LxaUbqTuttSO2wJPrQf6/7d3HkDfXFd5fz9bGFxwkSxZli2XuNMdAgnFEAIE0wklkIReUiiBhBYYek+hdwKB0BNKEoYkhoSSkKEbjI2NbblIsiTbcpNlDDa2/Gaene/3zvM9Onf37r+87btnZmf//613d8859znlnnuPKClPeyrvVvVsuYbyHfvH91wNV7aOrmEadRJ4iQBR7nlqgSeWHKFIkiKu0pYHY9B+KN3g1Xa3WNNgSaXFdVLGco2SrDy1KE4GYKDYKaAJSKINPjk3NWkAKShqz3diO/KcViOhQkIZgDS3qjMXK71FvEPXb96GHOXkgFQL1q/kTYpdaxS6yxGyStguPVbIIDLmHuMhaydLLQM6IyM+QMjPyzXHex+E8e0Rksop4AUzkTPWnvbB+R4SF8F/+RwVePLwNI4I5OytwqOV72ROX4ncQOGduKwBaDw3UsfiyZWBorVkjwgKho73YQmc6PtS5nhXewFP0FKs1AnG4IU76HHk7UzIec6UCZ7Ss1PlRLEAmMjHkFXsx8O4PkO8M7uDsrQy0sKH+Zm8kU4ngad7oipwxrEgadyRCRCxpN07BCgSc+lcKXKtPeeJOLaDJxa3tB2guVUsph0Kff/kCk3kyZWi5BtGfJIb4SNk3BtTyRg8Sc0yjmMuLRS6h5BFHk5gPjzWqhMjwookL0NWsteI4bmQRdoCPyYoZKQMsuZgDwWMUs6wBlYz9xHBy7oHMsM7VBvw2lJTCsWv59Jy6623TjKh8xwcUdLDZRN5JmxezR+GdYxiH56n00UOKADwXucv00myf3Ingnt56dfcEEgPl0c5xNOSMdbaD9jgOGo1IefIWt6be7h3CIMG2a+cFm8xIwQZdC+0GxrINR4hjHs3jLRfvK/+y2UNgHTbbbcdgSfkCE9tpqOkJ8q3ef9G4jjeu2MpktkSareC0+Xocdn0QLknJ8GT74PJfPJPZwAHPV7M0sGWC4ErZUfvmV/lwMr/O0Nnh5WeLG+j//d35xYwCDlnhefjA2RytAHWLwqdCrMVeAIwOXO5RyA9BMxsP2i/NAeUKkLBodCdF8kLwr3uHimXFzoClKzAhudYeH6OyJW9QBPABvDhHhYP97nRA1jL+fMAHi7TnM+kwwkKM2k1DSDPc6jkDv7XPq+YLp4H2LgRoe3yOOm3ZMyBpbYhU8gNQInwIccgn1RfR8b8XQ86eXIggLyJF+mPqv4r+7UKPGG4wNskM3u4Pe+PB4pEbjyh9L/IvxvxyBrbfHBHgif38nItb0OSyxq/2e7neD4fhhX6SWucBZ57Sxgcj9NrX/vaS0AS4Al5ysVBk/dvtAWMQDv2mvM0B5z8RcIMrtA9tusK3KsCu4LP5E5AE0rbE0794zjSd/CUnqV07aeV4NZwKmS/BozoCpr2ZJKe5zh54qiHVaRQYRTmGHMwJibwcBw5Eul5aoEnD9PlkknpmZsyFPp+KTt2387iCZkoX+UASd6U45fgyBWke6ZcHvCaooRRzl7DyWXIvZ7wB/WbXIbcivRJh/25cpQe3mDPrxLRbpcbhvS7zLnH1xPMRS67WnS+FnmXlMMkHaN28g61TyP7yB90hY2spYxJ9vQboITBgsfKa9BkDiHto8MatH/qMVBc1iRj8lZopGcFFjxv0Ps1eNxzkURuhJCr63wOv3iH71EdyOWkFeVwg8hlLg0SDysCvNzbdFgMQnFDx/szAJPkR/2W6irJa8u7RM4lG5JB9xYBipRXKJnC80R/V6WjZNi8GghFe/UudI29eJ6qznLJMnaPjsdyK/CUHpv0PAEy+PCez8R1oVRGzkAwkYOZ1vNUlmtaFjxnMmh13VTo1fv0jyxmAXGD0B18OXjS2sETyBzw5KPsnCkzUZx1Mj3vVTSs4eMh5xUHBs5jbqxgUJADkYDJgT4eJixcro8M0qmjnHU9FqxcvDIAdy/86EPvvWNhv1M12obtGEd0Irj2uZ4PnsiRPa4zlvIvkBEW7kP7ya/Amwt4Ig/DZY9BGljJlC6oCtP6u3BvtX+rQaeP3PMjsJNEv0U4ziMt6RxAn3rYDlnTPeBd9LePGHWAxH29DVW7RA6UqtCaiJQBB1cZGTlslBXwe6UBA+gBRAEEeUd6RnJ16a/I4VW/pvNZk/PkZRUy5ylzDFOnsqx1CmzkeZoDAPniKgDiH849S/4/QYp/uGSK/Hhe6M4VLszgStEVrreBY3SdKhcqrXk6IkIefo30bPF8PvTZ85VwNYqxtIhBZBG7pe1lA+bWKHIvipmInHeUiLwFmEfIbv/koCj5O8E55Pyb3k2XLc9fwPPk1qqOgzfd4q2MBLfw3OJECYoACFXeFduRA67HcVi/tEn7yGHEq61z3boXkXBK+33+PLy6HroWIJJClsWrhU6Me/qgC5cxwnZaS0apE+WKvypFIEovdXZ8tH3Q6aOWpwZyYOJL5YHyjt2Tpr3zJ5RLWBeeFJHwrGu5YattAihVKErX8aR0j9Z4dAOvM+F4l7ELF8+jHZ5D6DoIOZPMSSYkL5IxrZElTwxHljxnF9nSKDsHTchYq0/z71L1Z/48a+mKfQCn6hxXDv6/Ala5r9VZiNKydO+N70cJ5YgZlDOdgzMQ+x38+DMleBJlJ+JeLu8EHAV7kitKVwwiZhPzE75zoQJgwUTuaapG2eUIg2yDv6scjeHrQScLnCryb+RWYyrzSqG714drpLzCm7jwkRWMC/iJ85EX8vRcplxOkT3OyxCg5/qJ6DQElLSdkUR4AWhfyxjwNuApQ6ETGtda23RNlDqyg3FDArmO9WHTlCxA5qoh3Knz3CPo39nf0aDjo7X9W0s/Zr/W4gGXM+dbX3y0WCY7k59Enp7zuufCph7BcwWlAQRJrrSPUiGkp1ww0EHfmn0KC/2a5EqyISAEcKJsgK7lIJF9lP1AxgBPhM55vryvP+vc9+rVsTv1PC0RChP3tghAwdBmPhYKEgbIJFZP8p4afRExU/kUJeTACTQsQrniQq3yraqcJq1zxIC/A1eAOs7nG/J2u0vSQRUCgDeI6RsAS2IgKilLUbvLnxgw4ElMhgWdOU68j4q5RT1exAwbDdofpYfJLaj02vjx4gkpF1mKmeyZCdRU0U4vLyGGHAGHrIm/CDW4Qq9GwmGpZrhb18hOymUwlWF2OLKGmZZFSthHuBJS5Hl9tJGHo/HoapHc8Ru5QYbcUKH45cte9rIjsIR312XNRzRVsuKdJTpwGCxnA0DBP4Rv0e94ER0wMVoNXnQ5gI8xpgEZ/Ge+VF0TzwoGNXrc8361z71b3Es86R4p7oVMeJ/pOsJljdGz5Cz7wC+Rj8rz56ZfU98kGdMaOWNUHIOc6NfoAwFLeHVxDrh8tkBTL1VAao3MbT23najVcCxJQBHASeSuPxQI62QAPgb3g8kypOZI3RNSSYBFgWZ+Fczsz8Q1faRCgieeCcGhw8JtybmARfbzPDA0FraYRYyDt4mwHfFhH4qJ9QtCd88Tihxg5nlUTtl5Vd82/w+FfvLkStC9Q4SMUI4kaqMkOc4VJPzPmqKUAAAPRbt1SCjY8y9Q9oTUkFMs3OShHCCBnAHMUi591CyGivjfa0cB2EQ6l0Ra5ID3h9cJEIWMOQDycgEoch2v4dI6lwRyr7VGW9FfvPvKUHFwmO/Hn3vI3OkxZkR4RaWrxYsMtyfPECOZb5te3QRXkPdj8Dd9FukcDIwAnGsbgwqQQXcKQO7RJcfI5dlTXWgLQEn30PGSAWTsnjHYhHa6t9eNEPVLLPRh7rWmz8LzS2K4QJTPapFOgOr7QD1yk8DpWMDTknsTJU2H72gZlNyqi7Hk/ckEcNqTrk7/sFwD1Mza474iz1PS7xw+na5X7wDclYlwOHhyTwKgSf8ZjYPlyxpm038S5KTgfRJDTxh3a5nOLy2OFnPMuTgHnQy1wG1u5z8ucICNl/NgnsW8XnpexT8OdlDgLRlz3kd2MCgoXYA3yxW68ybnMVTbOyAP9XHtagAICljtBzQh57o/HQS5ToQNkD2AFHJHRyV5E0jy+bN0LqHwzJn0d+vPWL37Sh4TNA3wdHrIvyPgWjxUzZWWqSiVzGFcZ//nfZIbEx7F8XtS1d+BjaeMVPo/i8rmfjeoPIlcx+HN+isrLolcMsJO7dW7YQSrZMdnuWAUOZ4lPE46ltF0eKK8dEemmrRozuNbOUJa5+wMPC01OPfjivSaJQ5k8EhVisL/5xQnrjT9Xs4kme/huREevsu6TwnY9AEZ1VcBKBiOTgArg98of6wCt0TxwolZsISxgBmJIAYkmZVQHmXpAUtYQc5k+Q5a4Mjb3+qg8/hB+yV/z3PhgxR2PJgUjwM8eWJ13icNEp0L+HF5dNlK7xX7PWdD56tGFJ4oz5VIYJFy5RXNUeyej1HpAc8bJITAtfQOGI0juZHMSJ5Q5l7HSTKHdUx+xotf/OKjkAFhBvfievjev092SK4z8junMh/A6WRoqWNmH14WPJPer2UoPL8tfJ2jzh1EZXvcQ0MbcEDoOuJVXYdRtPB/gnfknNxBL1XgbRRVANDzid94UVe458vBE44A+jCvu+TyxZoq/S5rXpqh18Pk8pZ6siVPm8jZTua2m+tU/YMDJkg4TQVdMZoj8ZaHyjsaV+J+DZgGtJ0FO/NeWOyenKdtdAy0o7qnu2wdLHl73SNEnhMhOjEaDKWF0XZejl77UeRZ+GuOWsw0lPTpopY1mPH9StkTVkD5iAfFOy1rzBfkIkPVft/s/Cugp/PFs4TUXNbcENI1sFz9+bge8jMHJJAnZFLnUCsnB4l4GA4LmJxBhQikvFV/RnKIFSyZ85pMLSVeGY/e9h5Z4xquvwadPvLQFIazj0h1EFR5Fx1EZZpKxVfwXZa2cKeA5/55eR+/NsfRdgwb7ov8eGmh9E4ha/e6aORIvn0OPQAWxggjvSm5g6wpZ5AQOGkn9GtU1l/yNC3JVK/89HizdlphvGc/IAEQkklz+fDVw6ayTUVUdR65jfNhhpzjLq0BqsY6w7LfmTFHRoh4Tt5FAjm20cHhcSLHiVCdlLeYTP+pYuz1L7hGgjG/V+v7rFHKS16QQbulBCxsg6eqYe9O8AXX6LkXlCGHJR5wvvd2IlPIErKW3l+sZSxoP9/vtaQc58CT50x6vgqhAsIEkjElg998882TzAlEuRxlzmDVyVVgU+TvsnoWf7/DoDkZqmRlzvOLvnVAs9SfzXkYWzp7Tv+6rLlzwKd3yX7Ny5OQR5gyixfJvcLoHTxtb30RiDl40jW8NAE1zjzhXbIm2VJek4pkYqB4ukkPmNmVnMwZonspktmysubOdUsaL9Qcg3EsirHXgnMQAWUuk48QcvDkSd4eZoOpaBNM5c+e1qIrTgdN3NuHPgOcGFmHMhd4AlB5nY90Z+b7z3e0Fvj0WMeD9kf+jlvfdQ5ctPan1yQ7+wzNZRsqwFB1HnQqHr52A0X/UbiExnH5I+OEAzLnwgdApLeL/CoUMUmxhDQlV1q86J5kS6BJVrBkjuHRrp8qUNMCl27Frw0bzBk9g3ZPS31Wz7F5TGXQz/VzS33a3H2d1wjH6T8pMQ6e2M8sAbou07dwrQT5Lt/uebrHRYDmeVNEPwiHM/DJ6ztJtl760pdOsqbf1CH0/mzumefe01qHgH+nTRwEOwnbzd1wCTX3PvAaRF+BCZjC185cuBzJbRJQAaGTq8W57m71zsaBjCfPuSVNXpLOh3GkwIW8GcpJATEK9oHgQe/eyVXvdlNEvnT88ECdHLmwt4BR9d3nlJAfh9JyINQ6z0FFep78nmwX4K+ugcdJ+x300DYHcF5HzZ/Ry6C4N9lLKOhY8pgkT4TjpLAlZ7KAb7rppmkhbF51JC0PQauj3ES39Vx70G6pZfj3vvslx0IPbQuYKx2Q/Zt+M0IQIMWMBN6fpVFC2grebI69l024LfKwHCPnGMmq+8rbJOAkbxMeJ+3L/qz1TnbtkW0BqL2Bp5ZF3HsOlBZvax//s7NY29G3XpRbtPwGvRNS02+S6zKenC4/Z1pPHhTh9oQZfeQcSXUkhwOkOIaaGG4FVLQJ+l573qD9UubOpTcow0M9SjxlyPl1iVJuvB09nY6HsB1YkUOka+k34T2fRw/vUXpZ3ZNLgjjVkJkfC2+TiJIeeHcZZSfghMeJwRcOmlrPVnnw8v1WeirPa3n0Bl1etCuQXOkG/SeVhPIb6le0XXPKIXdMBQO53nFZ03FvbYOoiITgPZJ8eckdksI1alWLlyvYxei5fIeVbtyHY2AnFcZ73Zm957SO9ZfTo2z8oyx5rkDolA+gdg3uSJ9HCFelhyXcUsbT5CP0QPoiGBiELmtYyl2KnFwLhesAVDkhpNNSGMD/byKgrY560P6I94xFlwqmxf9LCqDHTb3k0WXdK79YqaKs+o9HihAZoQQpcwptsiBbnr+UCl3nqSim/kumSJbXcYAlQgfUk9FIuhe96EVH4QX3EreeMXO8vLTDGoMyDbvKE7+p3A7anM7i+66MqPTeOojSb8mdZAbHgDzBbtxUhrrPc/k2ZuBQp0lrPLuUKMA4kWeXBHGKffa86+MyLPbueRK1wgebNmobD9bS8Wuv7VVhtY1q4UyZwtxbKPrsKEhKZ6RCzl9EnQxqM5EETpI49TC0nVEKVYHLHuq1bnuB6LCOj5fmPEe+fe211rZh2w68dW4OqsAaVokDwBPzywGS6BAAXNS6EWiioB+ATdfFY0viKp4nFDtWsI9S5Z0mSGr93lQ2/NwEqa37Ddo/nRfA6rLrfZAIDyspIQJOACvvqyCcAZIxDcZ464s5ijgPtNA/Ao4kYzJUSENB1nzUass71ONp2tU72pT2ViSz55g1De8JD+S9lxjJj/FQBGAFMOTzaIG8sYYdmBDSo9ifz2yv4wBezIklT5M6DMWBxVh4ngjZEa6b8w4cB6hpvbNB+6EMabdCQ2toGwNl247Ek0D9Wj46RzInJSuPq09jJEXtFcdFTM4rmXzwgx88hR6uv/76aZ9kSPdjSglCdMiavLqSL42oUwiBARkebserXBkdSx7s6t3NHVMBp+qYQYN2YfzQt1GiQ6BG+9RXPehBD7rE8IA36de0X8ddffXVR44BkQ98IpIimbrxxhsnGXvJS14yyRnTjlURlJPk9031204SxqFUAms8P049scq5EEXVycyFOapzsHQZtUNMN+fTEXl+kw/vrEbZMUyaAmI+xxbMhcep163ZojVewcqaHnQyNPf+z3oI1Z+tlWhOFWLyInxghhbJlZS4rOUrr7zyaC4/7cvCmljWXv5D4AkPr5d0SOu8FyBt8y6ShqFyvHRW5WgNVf0czgGfL5VUFffy4tmVvHku4j0vyhnOBp1Lv0ZYnDqF5O2SerKpgZB9VQ9OqK6xK7naKXjaBfV2+Gs6+DUfJpWo5yllKA1FTrIqc3pRIh8ED2NSHVxWsBT6LbfcMm2TNcwULAzzzIJ8c89RufnXMknrGoMGbUOuLDP3KQu64vWRnMkiRmHrfKZYkUxgJWt53OMeN22TZcs+Hc/waJUgwNMk+ZI1TN4TI328re7lylIk2wKiQaePLrfvAi9iIDBfHX1b5upK7iRnkkN5nOjfLlzMD2b0OPPQScZe8IIXTN4n5RMyEMOTw3f1DTYNle+KusHTLjrTvEalVOZyO/Lc3nsm9Xilqv2OfN3F714nn7+LWDBeKyoae00nwgq4Ud3jVAGnpRBAD3O23l1PrsUAVIP2RRlGF3mhP5+rjlF1KGWXGQwVyg4QCqeuDKPqekasVp7ZinqP2+ScIXP7o/Fu6yiR5ziRHJ711u666HGiyDNGCWsGafRGUc4akD02z9OavI0eELAvpndghMKuFgqNwVwo9Yq58DjJCpbyVgxY2zTyQEzHqDsYbRPgVL2jQYNOEy2FItMgITmVUIF+X3PNNdP6qquumgCQrFsqiut8QgfPe97zjjxOAk833HDD0ZBp6qzl1Em0IcN33sYWDbk7m3S5fjeXNR/lSa4h3l3JlTxOOAhEGCx/cdHo1yg6ydYzn/nMyfsk7y5zSM6F6k4DZc7hsU/PMufZ2DRrvvJI+fW3yf2Ys/haXqX0Lvn2ZEK3gJlKpfI4kddBWM9HOLTauAmA7PEozdFxgNZBB6sMirOe+5Ty5oYKhgkjVn1NSAEjJasfU63fa6aR3+QjfZDVbeRi0PmmKuIAnVW5c5BEH8bUSPRvyJlv9+mS0uP0mte8ZvI2kU9IyJw+baktuwpxb9OvnYjnKfNrzhJTVRYnYIihmMpj0m+N6NEQaiFxbWPB6wQqJ08K5hITMdGoELkUu6qrklhHVVZyLXb1/ipA25v71QJsa3PNBu2GXMbO8ruvapRpIQFVsiSFLYv3gQ984FEBP8kZskdBP8kPo4REzMQuj5PAkqxhPE4CUFTzd7CFkeQeKPKetrFIB519OuuyVpFHVOi3NOBC8qa15E0lP/Rb8iYZpII4ubtM+PuGN7xhiqBItp7xjGdMHifVSyMsnhGUXlk6LpnbxX12UucpQ3Jz2fAtr9RaRl2bt7RECZ4SgTsSd5Re5TjhcfIcJyxiajiR44QlXM3ps29Gar3/VhvOo0I5T4DprBkwLnOEwJkuwqsYs3gCt+dE+QzueJpyagiUuVPPe5rz/A46P3Te9ZxHVCj0LDmj4CWyhgwib173iUriVA+/4447jkbUucdp07qE+3jmfdLWdZ56E76XztuW1lzT25Bz/+RM71i/jszxPmEFE6JjFB7gCI+TPE1aa3QdxcN8yhUf6bfmmXYp5KNTOH103pR45u4hc5IpyZLymCRbsnr5r0X/dYzOk/xQPJPrCDQ9+9nPPsoj1Po5z3nOUQkQH9Xnc+T5BMPQmvc9ZOZ8UJXvdp7InQL0a8odlEypTpo8TPqPF0rbcAxQkFZywlx08jjdcccdU46T1hpdp+1alkJ1p4XmIix7AU9r845ajVnTyLl8qjXeqFbeT3qc8Cw5CscKpow9XieveAw6zxwnMRQWsFcO95pRa97DJiCxej8OINd6LEansV+qFHjLq1t5D9fIzEnmOBGuw9tEaQK3hl0eybXAAubZMEi8Uj811DLHydsA5SjapRHBHOvr3D7obFCPcdobSTmNlPmE9GOEw5E3vE3IGs/uaSjq10g3efWrX31UmoDq/RVw6pGP0xDSa8nziVQYX4vgWx3GNpRhD61zZIHnWwgQycrVNq2Z9oE5s8i58ClXcGMCmphVWkyGp0kVxJnrR94mcpyqkT60c817qBg0Q6mtd5PnbToSctDpCuGdFkJxo4i1ZvTcQx7ykKNil1LYjKzDAtZ/nlvHiyjGpzoykikpcQElWcMCThp9RwFapqDwiuEevhDRJvdCM+UEE4QPQHS+qfrGZ1nmRGmgMH0RNZvw6Oo/nl5PDkfO6NeQNfVhz3rWsybQpBwnRreeFY8TtAuZXlXnCWoxU8taXrre3DV79689L0fTgbqJ/eJx8hwM4sCe4ySmIQTHiB6vMcOIBJ8bb87j5O8shTq9T71eqDVWUnW9fYRZB21Hcx6nteD7ODoHcidQ6BSVZdAFlYy1jzpO2pZeICr1M2JV0z8gaxSaRemnx6l6L+mBbYGlXgNmTjZ7vMfbWOaD9ktnycuLEUCUBO8S3ibW9G04BOBdil9qIQkc8CTD5c6Lo1m9NmHef+5/7zP0bq/6yW3vv9eE8eNiml3m9RCeAwiJicQ4ymfSNqFwcp3c8wSTMdcduU0OmsRM2iYGE7Mp50nb5YnSOWLEnHCx1U5ft/Zv+y52edyg3dIay/e0WsdeTkCyhowpv0LKnPnnWMsKRqlj/fos8FLiUuBUIGfOOoEmjWTFcGFEHR4nER2DF9QUYTy5d5qQoAOvXuoJ560xeAbtl/K7nJVw3BJowrsrL65+y9OktWSQ/+TuErKjdhMTaUvGtBZYIp+QOoVvvFhVvCf1ZN+8fFKyslPPU3Vsz/FrhzMuHTs3WiwROdYuw6RhJJC6x4N9eglG76CwpdCxellTkI94MOesRca7AlGt8N621xm0W5oDTi3ZSo9ldczc/Thul0Asr4sXVwqcnCavGk6yOAYO5TskQ4TiMExYM0+dFL2XIqjeD8/GAvmIItYYWpvS2tzE6v+Qs9NB23jujxuE+Wg6DBMZI5IrZMy9vvRtyACeJMmUZExrOQG0FnhSv6bfb7b+bBNeXuN93bT/26fzYaeep22U7r4s5/xwKGpymsQ08izpvxQ6VYzZDrPpHBQurkzmupMCFzPhedJ2KXkxISN9qnnqetq9T+oBTUN5nxylTByHd2nX31s8L5lShWLJEmvyCgWgtJYVLAVPPgbWLGBIlq88S5In/QY84eUlj7CygPF+Zc6jgyg8TTx/FtDc5L3vMkwxaL+0qQF5mrxTgH36K/IJqdXEdv1nnjrJIbxOyBsjRUaJZsRQVEWhccmX9jOR8FsKWVsTqjspXt/lfXc6PcumORdz5665x5wHixwn6jfhaRIjsfbteJzIdQJpM+qAUXRe7BLQJI8TuVCt4pdr3fhrjjuOb3aaFMflApxa1tvanKfj+naAFRJSBY48dxCrV4qdRduof8bUDpI1DbqQXGmED2E7FLqHwt3DVAEgPM94mDxhHNoFeBp09qniHSh5pje3d+n4TcmnNHJDRDKlfo3+DY+TZFIOA2SAaImMEYElrQFPkjX6M/KhegHTNiHqtdeae9f76Du3Gm0nWjuizmlXnhj3MOU1vY4TzEPFcNYocGcyQBSKlvIDAkoU4IPhGNlDMT5AUzVPXc/zbEObhD7XCvLoTI6P5izcnhBez3lz95xLsm7xtbaTRyh5u/baay+ZzFfb0oAhhKdrIEtS3goZSHlTM438Qe1P8ONtox3pffbwnG9veR9aKQA973HtcYOOn1pG7GnzLM2R5Ia83Ouuu+5oNJ1kipxeZE8RFcJ12k6pAdUi1DyQkjXlEUrWtI/RdtREO4t0YU/yt5O57ZaOqxi0N6ej55r8b1nioHJG8qDIQekJmnw+LV2DEAJ5TFLg5F+IsfA0kUgOaKpCdZUyb3VQm9Km584h9LOiSM4TLXmVljxSS9Q6LkeM5T0rizs9NZT9kFFC6IDCew6aGHmnNYYOeU6SLyl1yZvCdSh0ZCvb1DKiUtayza0OdM6TnXJcnd+zfdDpp5bs+ba1enOXetY9TkoQx+OUERX6OaItOo/0Enl05d3FUCEtJQdYtOjCjBz05vnuyhg5LlnbadiuRelCF7WUc0XVeXMWoRPACdBEaAAGgqlA4tTFoOAlCXRiKilurbUwPDqRuTPbHHhcelebUivcsEbYz5LVdblRrxt8k+TWnuu0PFLwDSNZBZxkBWOMsB3rl9xDQukiyZRkSPXRZP0qQVULIXLPtfBcpmxD73valAYQOl+UwPus6EH6NsmYRrBSgoC+Djn0/o2RperLJGuq1SQZk8wha9Rt8lqEm8rD4Y5CZqdR5rrB01Kn2zo+qWLOytrL43s6/7weQuFz+eDehLlQ4ljG7m0S8zBfDzUumMeH+X181EFatmvAkz/3ElLvzZ/qQfuttlRej97zB+2W1oKhJYW1aV4h2+Y8VgyTlpEihS4Z45ooce1jQl/kU2vJmuRKSlwhBHmbtDBiNUN0c8/Tox963kEvzXmcMoy4tkMZMrc/WvpuLT3Y63Fa21+25KrVRqYqwuPk89R5SJywOAVrqUGosgMqLKs8Jy04DJa8TRc29Liu6ZOWzt1ELnaZ/7T1xMDZsDyG36nw/Dg/t+ooqpdWHVNtw7LNaVZ8slFPIBXj6LeYSKCIEQhS4j7ZaE7q27LQ9027QvW78FQM2h2t8czuux1OVT4Rx6HMAUfIBlOseHkCHYv8KOwtQ0XhAsmYgJPynSgB0irCl8ZK1d6l5zkOSgNwTg/2HDtof9Ty2vf0N0vX2XU7yWWSt4n6TdUUYiIZICIZ/siafgs8CTRR8LIa3FQ913HTru7bI3snMj1LD/BZ2r5JKK/VhgRPCaDIwfCpGlyhi5kUC6ZgGEUws27TcXRuPYi99+MvgdjW/iVrf9BuqVcO9v0t1hhJlP2QUgc8+QhXr2ZMniAGisoRSJELODHCxyf1rdqT8ld5pjZ9zuOiAZxOP20CoDhGtA8ZpcizjBUGQAGcMFi4v8CTZEmRExn/N9100+QQkLwxCIPRrXPPsWu6sAcv8JrrbCNrO/U8OVXhs+o6fuycW3vunnNMnSUKyGmiTVi1KGmAEZMdwmz6T0VxcpvWCESvRdx69m3+r6FUCEvfbtDuqccIWZPP1mvQtI7nHC0ZOktDBZCkherd5BXi0ZWyFuHBpeClFDmlCLxKeD7bnOG09C5a5/XSNgbKGkqv3qD9U6X7oFZ6Sc+32TRUlPeoZI0SH4TnAEySU699Rs4gAy+UU4jR4vlN+T6q3z10YaUHuMfJstYRs0kb1jznavDkgGjJvTfHNPlSloDTWuZO4ESYzgGUCLTtHiesYYEnyhFsCpzWfsBtaJ9Kdijwk6Pj8C4lVYp0TuG5QqeasVc5lgwyElVgiSrGkinmp5PHScAK+UJ2Cam3qLIe1+acDLp8qcXbc6G7NTLZ47GvDJ7WPZA1il6qphMldyQvkhUMEMmTZE0ypm2U/BCYwlEwF6rbh/xc2DBf6rTR3jxPfuzc/9Y1W96kHlC2lEAKWBKRHEdtJsCTmItEVZ/8cCnPYtMka3+ubZhpm2N6vE6nnaHPCyW/V/uXPFC5PWlOYa7Jgat4XsqdkgTkEjLAAiuYUh8YKloqC7+St7xnrv2cNe9lLb/vWj6Gx+l4Kd+388qS52nt9+k9p4rEeFsBT4y286r5ACLJFDKn/kxhcMrqMHF2NZquRybW0IWZczcFUbt2SGz6fKvAkzNXBWI2dU/2KMU8buk63t5so5iGSQ2ZQkXuSzEU4AkGI3G8d9jm2rYuPetJ0Wlqy+VKJ+FxarVjblvqBZEsYJUkkHKX7EiRK1RAdXDJH/+RRToBOoaWl9eNjKwGzv7T8N42pSF758vztPacylGQ9/bahT5CnHQT5qFj9gtyeCtHgF+3+n0e6cIO+tyNJgau9vXkLS1ds2UZtizHFrm1isuf5FQxFsM1pZxB5ozq0X6v7+SzRq+xxqttc5bwLtF07/uqhLnqFE8juDvP1LJ+k/aZh9GS4eoclzUKXEqOZJDoeMmWthE6QJFrm8/76Lqj8jh5G5aesaoD1WsFr/X8biIXw6N7Oij122nyPM21WSRZkzwJPJFHyPyqzLdK/+b9WcrWGr5eStXZ1vvU2r6P/nGur9uL56ln3xKA6gVWvQ/S+qAoc5/OAUsVjxJTqxC28/noPM9iDmT0MlT10TYFZK3nXeOVY72UZ7amDYN2Ry3vru/37UvfaCnUnPee+5/nYqRISTOBKCE7gSYBKRXiY8i05xnmPVz25uRnTvGS09h6/tY1l563d3/vMXNtGLR/AmSnB9MNy22AU6+BvHRcdU9PAKfEDnmEjKDDqwtoquRtE7qwA/7fFjht04YWcNoLeMqbrbGK5xiv5ZVp7W/dxxmdtXueyHHyRHEP36HIs0r40jvpAU6bWJk9H33pnaxlzqXvuvQtBu2G0vpd481t0TaGTBIdDW31ayBTIoXn9J+cJmqj0WHpnJaHyLfPeYWqtq95zjngsi2A2sYaHoDqeKjixfSCbgKcer3A1XFVmLqSB4wVkZwAOo70E5wD2Y+t5fM5p8FxyEhPe7e5h4NmQqGnIuep5dGYswDXhLJaVFnDQuR6MQoZiABJPlO0r5fIkWrloZpTgrtE5D1egx6qLK65YweA2h9VMlblPlTnVIrX928LqBKU538pbSWCizQvnXuYsI5RVEzLwvkoe6+95vfxUMMS/6EEsyOsnqd6P/sARr3HDeB0fKScIel8rUWZ2+o805KtJVo6rtpfOQMgN1TUn0lWtNYxyBCjyH0y3+y/e2lJ50Br+XUTJ8La/0vX1kJBUfLH9gKeXKn2MFIvQs9rznUYcx+ytY+cJzxKDp7SndnKs2g901Lber0Ga8IurTbMeYY2sZ5a7R/A6XR6ntZYyUvAqRUurHjPDQnAEjLlCtyt/LxmgrDed9SS+/R893hU9wWgtvFArT1/0DpSaFn8qbXecws87Qs4zV27BeLcS+I1C30fJT6YPWMfPHRhA2/t2uM3AUtr5JL3SFmVvYAnPp4UYqVU1zJTxTAVEOkBTnP3AjB5DsUcQHJLtbXfFXbP81fnzF2j5bFrXS+fN4+vrpkdVyWwFagdtH9qeRjnDIRe4FSBoMqqnbsmCjmBlraL/xQ6EGWoQbWfvIPCE8WULcip810LtGWOSg7qyPfUq6S3tWSXtvcYmQMsHR9dddVVEz+K/3zwwhI/9XqTdgGeUg6QNa0TPOU8q2sMjqW2VYD+wpZg6aS8T/4e5XEScBIv7C1s16JNUfnS8bvwdnANlPIcUy15nfKa24CJTUDnkhKu2raNIu71PgzaLc2Bpcor5dt9X9Iab1K13bdlO/xYB/CpcCuwXl1/qe1Vu1oysQm/Llm0rfbke2m1c5NOY9DuiWH+gPdK9lqezV3o9zmDuvotypIeLmdu2KQcb8JPcwBsU/A0164lx0HrnhWw67kvniemalsDni4cDnfCoEGDBg0aNGhQN919qMugQYMGDRo0aNCgJg3wNGjQoEGDBg0atIIGeBo0aNCgQYMGDbqcwNPf/tt/e1qOi37zN39zSjTTetCg005/8Ad/cPCe7/meB/e9730nvn3GM55x8DVf8zUnkoz8Yz/2Y9N9b7zxxtnjTqp9gwYdN1X9yad+6qcePOpRjzo4LdTb5/1Yp3yfF9rJaLtBgwadPtLQ64/7uI+bSgR8+7d/+8F97nOfg0c+8pEn3axBgwbtgb7pm77p4O3e7u0OPuqjPuqkm3JZ0JkfbUd5etVpOA6iUrLuV00tMWjQaaHnPve5B0960pMO/v2///cHn/mZn3m0XbVgtAhUHSfJMv20T/u0gxe/+MWzlvVJtW/QoOMmeXPe7/3e7+A3fuM3jiIo1JtS/bM1dL/73e/gYz/2Yyc523cbK2KaM7X7cvAcn3nP03GBJkiAaSj1QWeBbr/99mn9wAc+8JLtTEdwWum0t2/QIIzoffQFTBVz1uieK+sknXU6VtcJuQwveMELpriulPoDHvCAyRqlKjEky/Prv/7rDx7zmMdMSFaW6pd/+Zcfzco+l/P03d/93Qdv//ZvP4UpHvSgBx38jb/xNw5++qd/eton9Kw2/Jf/8l/u1j4do32/8zu/syr+q/u/wzu8w8Ezn/nMg/d93/ed7vvYxz724Od//uen/f/n//yfg7/5N//mwb3vfe+DJzzhCQf/+3//70uuedNNNx189md/9rRPx6jSqcItVeyYe+i4hz/84Qff8A3fcPCjP/qjZaz5f/7P/3nwlKc8Zcp3edu3fduDD/3QDz149rOf3Xy2QeeHJF/iE5F4SfyBnGROEfzzH/7Df7hbGEDb/8f/+B+XeLNk3V555ZVTxyHZ+qVf+qW73V989nf+zt+5hE99Dsi1OU/6/7mf+7kHP/dzPzeFJnTd93iP9zh41rOeNe3/wR/8wUnm1CY9Z8rCb/3Wb03v4RGPeMSkT66//vqDf/Ev/sXBX/7lX97t/txD15JcS1dUeSh6nu/4ju+YdI2OfchDHnLwT/7JPzma22/Q6Sb4TDz99//+3z+4//3vP+nez//8zz+a3Dr576d+6qem7y0eetrTnnY0h+Onf/qnT99f27U/ZUl0yy23TCE16eNrrrlm4r/sz0QtXvvO7/zOg3d8x3eceO3qq68+eOpTn3rwh3/4h0fte/3rX3/wH//jfzwqmqnrQLtuY2/Ok57jwz7sw6b+UrpCcqtnoP/8xV/8xaNnetd3fdeDP/7jP75bf6fn+Gt/7a9Nx1x77bXTc7zqVa+62/25h44TbpBOaOVP/uRP/uR0P7VHuuwTPuETDl7ykpccrKLDY6Sv/uqvVojw8MlPfvLhR3/0Rx9+3/d93+FnfuZnTtu+5Eu+5JJjP+VTPmXa/rEf+7GH3/u933v4yZ/8ydP/j/qoj7rkuPd93/edFuiHfuiHjs77wR/8wcPv/M7vPPyMz/iMw3/+z//5tP8tb3nL4fXXX3/4MR/zMXdr34d8yIccPuYxj5l9ht/4jd+Yrq+1t+G6666brvvFX/zFh9/93d99+HZv93aH97znPQ9/9md/9vDaa689/Jqv+ZrD7/iO7zh82MMedviABzzg8M477zw6/+d+7ucO3/md3/nwq77qq6b2f/mXf/nhgx70oMNHPvKRh69//euPjrvlllsOr7zyysOrrrrq8Gu/9msP/92/+3eHT3ziE6dz1aYXv/jFR8f++I//+OGFCxcOn/rUp07t+df/+l8fPupRjzp84AMfeMlxg84n/fZv//bER+IL8f5P/MRPHP7qr/7qJXLo9GEf9mETX958883T/2c+85mH97rXvSbZgf70T/90Oka8LX76nu/5nsP3eZ/3mfjsF3/xF4+Oe+lLX3p49dVXTzwsvv+3//bfHj7ucY87fKd3eqe78WlFVfv0X+dLxr7lW75lWtSWRzziEVM71KZv/dZvPfyKr/iKqd3v937vd8n5n/d5nzfJ9zd90zdNekHPJfmUnnD65V/+5el5dK9v+7ZvO/zKr/zK6Tne4R3eYZJHJ+muK6644vCzPuuzDn/gB37g8Eu/9EsP73vf+x6+27u92+Ff/dVfdX6pQSdF8Nk7vuM7Hn74h3/4xEef+ImfOG37pE/6pEuO1bYnPelJE19L96pP+uM//uPDl73sZYcPf/jDJ778uq/7usPv//7vP/yIj/iI6fhv//ZvPzr/L/7iLw4f//jHH77N27zN1NepL3jXd33XI5nw/kR9X/Lap37qp07HffAHf/B0rnT/R37kR066XST5fuu3fuvDpzzlKdNvLdIBon20saIf/dEfvZt86zme8IQnHD70oQ+ddIHupz7wfve73+FP/uRPTvLr8vzYxz728K677jo6X8+pZ1K71Td+/ud//uG9733vw3d/93ef+nLoj/7oj6bnVx+na33jN37j1CfTNzp9wzd8wyTjH//xHz9hEH3PBz/4wdO5r3nNaw576UTA06d/+qdfsv3v/b2/NwEC6BnPeMZ0nJST0xd90RdN23/913+9CZ7EUG//9m8/244v+7Ivm170HXfccbTt9ttvnxSh2rgJeNK2n/7pnz7a9tznPnfado973OPwd3/3d4+2/8qv/Mq0XYzmTJv0O7/zO9NxAkHeAeijS2ihV73qVROgcqZ93eteN4EkKXUnCZEYNLcPOp8ErwqcL4ETAR7x0Qd+4AcevvGNb5wMHCm21772tUfHvP/7v//U0bzhDW842iYF9p7v+Z4TOIK+4Au+YLr+7/3e710iX+K9bcCTZNbPFQjSdhknboxIvvM+lYx98zd/8yRPN91009E2PZ86GskQ9Ju/+ZvT9bxD+63f+q1p20/91E9dcs2nPe1p5fZBp4/gMwEJp8/+7M+etv/Jn/zJ0TZ0+bOf/exLjhUIFzB45Stfecn2T/iET5j4Hb4TENE1/vN//s9Hx8gwFlhYAk/q7zCCkhxACLjr3KR9tHENeNI2gJz3gQJBLnvIs9+nktuf+ZmfmY77v//3/x5tE/i9z33uc3jrrbcebbvhhhumPt11yY033jgZTQJXTs961rOmY3P7HJ1IxvM//af/9JL/Ci3JDXfnnXdO/wkT/Mt/+S8vOe4Lv/ALp/V//+//vXlthQLletQQ7RZ98id/8uSKJKwm+k//6T9NocJP/MRP3OiZlKwn1x+kEJzaooRdhewgfr/oRS862ibXIaSEO70LhSB0/h/90R8d7ZObWKGKd3mXdznaJpfjP/pH/+iStvyv//W/Du64446Df/AP/sHBK1/5yqNF8WjdX6HLQYOc5A7/3u/93ol3JI8qaSC3vkIZole/+tUHv/7rvz6FN173utcd8ZR49YM+6IMObrjhhik0gPz+rb/1tw7e/d3f/ej6CjMkn66l93//978knIEsfczHfMwUlu6VMYU31HaVcFC/SKjgtttum8KA0g+SZ0jhT4UWMrSnlIMP/MAPvETGFArQuUPGzg59zud8ziX/P+/zPm9ae7gaPlA4FxLv/MIv/MLBh3/4h0+/nQ8kE6997WuP9Leu9dCHPnQKeUNK7/jH//gfL7ZP91Do6au/+qvvtm8pMfu42jhHemfqt1I+FdZXGL1XbhVKVbulW0S0W4nqSoVRuPG66647Ol596Ad/8Adf0haFCRUClR7zdyH997jHPW6V3J5IVqa/MJHykkTKFZCyVg6QErP18E56QAEK7W/Rl37pl04vUopb5//dv/t3D/7hP/yHB+/1Xu91dMwTn/jEg3d7t3eb4tef8RmfMW3Tb32UvGcvKa8jGVnKVbkVuY1nhZR38c3f/M1T7ok6IB8AKeaG9NzOhFC2WR0ZzFkRHeKgQU4C/8oFkHEihSmwAilPUXz5lV/5ldPSSlB/2MMeNvGpGwxuUOxSbyBLPTJ28803H3zVV33VlJ+VOUnIGHql0gHa5oaMZEznKS9kLll/0OkndZpOypdR/5N5c49+9KMv+f+KV7xiMlJ/6Id+aFrm+EC8JR7KPqJHJl74whdOoECG8lo6rjbuS25ltH3t137twc/+7M/eTaaQW21XH9qSWyfJrfRYfvNNkvVPBDy1MvJ7Z1ifI3l6nve85x388i//8uSpEer+vu/7vklx6iNAsi6VGCgvlbxQv/u7v3vwPd/zPQe7fqaeZ5WlI+D0BV/wBRM4EhPp2dWZ9SbZOnHOT/zET0yAM2mMZBpUkbxIJKA+5znPmfiIchzw1Bd90RdNFmtFmxoe+5YxWabyEEkRy7iS8aSEWBkqSkbdVMYEnGR0VSRP26CzSa1+x70gIvhG0YpP+ZRPKc95p3d6p4OTpNPQxntu0TfKQ/Tbv/3bB1/8xV88RVzk1dUzKVl+U7nV99Vgqur+7nFeolPZi6qQnx5SKFFgCHr5y18+oeilQn9SjB//8R8/LRpO+tEf/dEH3/iN33jwZV/2ZUdDSwVMFBb8mZ/5mQm1CnHq+JMghQ/F2N/6rd96iYtSz+qk55YHICm3yXISSbl/wAd8wN7aPej8hS8UkpMXVLKikWSEzjXaRSQ5WeIp8SneTycZNSdBCsU9//nPn0YiyWiCFKJ0Qq/0ypg83PJoZ6c66GyReNW9SvrW6n+WqnwLICtcLHDeIxN/+qd/OgEDB2c9MiFe+5Vf+ZUJ/M95nyrQd1xt3AfJA/Vrv/Zrk9NDzg8odYv6OfXrvXKr59P3fvzjH79V+05llccP+ZAPmdZS3k7f9m3fNq015L5FOYRRdaAUc9ULUz4R9OAHP3iKhypMIetRSFbbToKEgNPrpnILYngnWfwqo6B8FEgCldavjlNoTkPN/ZndlTtoUAJ45f19y7d8y8G/+lf/ajIuvuIrvmICHSgolQDQ8N+XvvSlszwl+ZUn9/d///cv2d/y0uybsDBdxvRbQ7+dFBpRaYIf//EfP/jzP//zo+0qNUJJBLeIJZ8qp5Kk3Mk0fAadXlKuX+peUebLVHylfDtFNwQ6lmRCOXWeZ6vyPK1QmpPuIX71yAnkPC2nQfLdcbXxuOS2wgU6TsDwv/7X/zq134GTPExOcqToeL3LvK7+VyUQzpTn6Z3f+Z0nT4w+mphBiXpSxLIclRSmaqctUo6TQlWyCFXT4s/+7M+mcJwAlyeVimSFkhxXKcHjItXBUIhN4ToBPQEkWbWqOeL0JV/yJRPYUwhCoT4Jyw//8A9PMWWBKKwFAafv//7vP/ikT/qkg7/+1//61BHKAlHeh/JZ9G62CVEOOl+knIF/9s/+2SRXqmUjEn8oeVJhrf/3//7fFL5TJ/Pe7/3eU/L0Z33WZ03eKHmDxa8Kf//Jn/zJEZ+Kn2WQKDQuPpUsy7JV3ZbjJoXpZHEq5KhQneRDnUlVj0kGx0d+5EdOMqL6czpG70KgygGVdJJqOslLJ2NGekdeOVnFSiYXMPPE20Gnl1Tx/iM+4iMmfhUvS8cqT1b90BLJ2JCcKMdPMiH9LV2s/DjpcP0WaZ/4SH3O05/+9CkxWzKihOwlklxKl3/Xd33XxF+ErFS7zGVWgxV0TzkZZAjIu6J2HUcb90GS0/d5n/c5+Df/5t9MTgDlU/7qr/7q9L2SVM9J+yS30mUybJBbdzZID6jmnDzrymkTnhAu0DVVz025ntITXXR4AkNDX/GKVywOcXzTm9401V949KMfffhWb/VWU40KDUH2YdJVqQINd1TtGZU+0NBm1W1S7SUfcg1pSLZquGi45l/+5V92PUOrVEFVHkHDND/0Qz/0btt1/ud8zucc/VdtiU/7tE+bak2o/sUHfdAHTaUOdH4OPVWZAtW90LNpSLWGW3/Xd33XdE2VIsi26lp6PtXu0LtQvZA//MM/7HrWQZdHqQLVXHvbt33baRiv03/7b/9tOk41naAXvvCFU801lQeQXKpmi2pE/fzP//wl56pOlORCfKdjvv7rv/7wR37kR7YqVeAyI9J1tF11pJae+znPec7hB3zAB0zyJTlTuQ4NRc+yISLVZlP9NMmY6jv90i/90lQXTtuSVHtGtXA07FrvUKUOVCPntttum33GQSdP8Jl4Q/W+9P3UH3zu537u3fqDiv+gl7/85dM+9VGSCcmGynqIN5w0LF9lETSkXjyomkWUtliq8/TmN7954nPxoOqYqd6Uaj49/elPPzpGfYb6PvGirul9x67buKZUQU8f2JJn1TZUKSOV3lE/9nEf93GTbOm4LCv0a7/2a1OJFb0f9XU//MM/fPiFX/iFkw5K+oVf+IXD937v957KO2jRe1V7nve85x320pmf224bkntdCF3DOH/kR37k4KySEs0VTpFlfDmVxx806LhIyary3mae1KCzS/JWKHyj0NVJpWwM2i/Js6TZDqoczG3pVOY8HRcpRirB8STS0045nYRitHKtKpwygNOgQduRwgMyqnLaB4Uk5yZFHTRo0OnqGwWYVLtqX3J7KnOe9k2/93u/N+VeKM/pyU9+8tEcYGeBVMpAzKBRiMo3kcdMxUVbtXcGDRrUT8qJUvKphnbLK615z37gB35gyqPM4r6DBg06PaQcTObBU80q5f1qwJhyMPdBlyV40ktVUqBc8ZrM8CyRRkRoNIQScJUgroRwASgl1g0aNGg7UsFeJd5qIIa80kp212ATJd3mAI5BgwadHlIivUoPvexlL5smP5ajQQNAWgUxt6XLOudp0KBBgwYNGjRoLV3WOU+DBg0aNGjQoEFraYCnQYMGDRo0aNCgFTTA06BBgwYNGjRo0D4Sxpn3SZPKKlFZqVKkS/Hb/0NVCfSK8txqXZ07t23NOdU9l7avJb03LSopQDVwXVPVUFUxtnpvWrNv6V0uPdcuyK+1ycSMg5ZJlYBdpvz7byJrS9srORZPag2vVnzoeoB92sZkwjm90NK9W23mmroHZQT0X4uqeus+r3/966ftmuNKxzMtkaojo7OYbkLzXaY86Vp6Vl3fpzTK+cLW6ohdyV41zdKg7UnTdegbaXJ4eH6NrC31DXN8Ul27p69Ze86a41v7kAP6sAshF9W8etmn+T20j0XvPd/9XFu26eeqdkuHKMFcU1BJV6ga+85H27VeXItQpqkIq4dk+9K6dfwuaFf3cmCU233hmv5Os2OC1jDScYCoQfujlgKfU+ibdupzAAolB3DJe/vxrWu0nm/NOq+ZoI2Z0n17BXpctpbeO8fNydtxA6hBu6fkI/8vYp28nduq6y7975HjtTLUc/81OsNBE2uXnwuFLLGtBZ78XeM4cPC0yfMtbW+1VboN8Jb13XYGnoTOQGmupLZV7nPH5LoX1OT2VOTVS5xTrH6tNQAqi1bqQ+V2rll5l2CqFhjrUeSDzh7hZYAncp3yVcmb/16jSLPTqM6pKNspwgNVHVv9r/gf+XAZyOfVfeRx0m8K5anEgORM+7Rd3iau5xNxc20pTh0jedP7xxPlz9X7HPm719gcdPwkj5O+rzyS4oGqM+/t2/YFnHr5bJO+tefcOa/ThZm+1J/R+03XE7602tcje0v7WjJIf6x6UMj8zsETHT/rnpBNBTrmwEev12kt9Zzf6yGrKM+rPEwi3l16nugAsKD9ugmc5jqeuXYNOjuE0kkw4tv5L8r9vcq8Wuf5c/zVanMVrquOr87Pe7OkXOS7ACQ52AK85XXcWMnjqhBpvu+55+h51kGnhzJ0JADF/1a4vBeI9MhdD4ja5B5z91w6tqLs05xSNntk10FTJWNrwN0m5ICQflfG017A06bK0Pf1MEAPM81dp0cpz7W/xVxzzwclQgcsQSjpdIWi+Kv7tO65hvEHnS2q+MGVUO6vgP6uwtnJq6nwsNxcqbbAxtz/loziVlenRp4ThMWoNUpPM6Rznlu08phzLd1H3iVvP4u3HTd+L4AcdHYpwVEveFoDYnr7tarP6gUPvX1lT5udKqcAlB7mOXDo4MnXa/v6bcn1KWBZOqHH8FsNnpbyBPz3Ji+iFzH3vLxeANQ6b41AQO5J4r8zmf+vwhk9Xqe5tg06X1RZeHO0VvY2aU/ej3worp3GQouHe9vX8jY5EZrjeCV8itKiRe4yBFfJp4f7B51vmsuNawEn9i95S3Jbr3zO5VnNXX8X/dgauhDhu1aUpAUk5wDm3PktyuNaRmV1vOuKE5+eZe7DrwVKeY3sWOaQ+tIHWGrL0nF+f/9Y3h4sZmX0S9nf+973Psqn0CJ3oazcN7zhDUcWsd+jEvBB55taCib3tRT7kucp+bwVCnTwIRIfC6BoO56atNZ2neOTXlxG3eFNImfJgQ8eJtrmeWQiPYMDLZ2vRee0nmvQ+aRN+LWnf+kBTpWOxxiocu16AUVvP9ZL3r+5LrjHPe4xjWiVLN7vfvc7kh0tGgGrvk15ZZ5P1vO+d9HH9VzDn2vtPbvBk7+0al+lwPOY6nduWwJOlVfHFfxJAahWW2kXw6qlsAWeUNw6Xvuk3H1G9x4UPeh80pyllnJRbU8QX12z2jd37fSieo5R8r3nEC0929I7SFnnXh6S8+1pDUvOAFFVqYWWl2rXAHDQ6aTe7zzXt+VxPf9b/RrrlOM8pxcY9LRpaXu2ybfd8573nJwCCp/f//73n9bIWobPHTjN9Wdr+7lt+8VNz1/tecoXuE3Dl0BLCzTpY3ntFqxGLMe5ay19sB5GW4v6YTIhcwGnhzzkIdPoIPI0Xve6101ep9tuu+3gNa95zSWWc0UDSJ1vmgMxdPIt4FSte363OgdZlVKIHCNLkpFrVbI2vLvkMZ0zpvK/W+BckzwrtcVzoXRv6YcnPvGJBw984AMPnvzkJx884AEPmGRMFrAmDX3ta1978JznPOfg1ltvPfJAIaOe0+XPNej8Uw942MX1cw0vk7/n/Rp5OHhOl0DcUpRiU8DSAk73ute9Dh784AdPuYZPeMITpjWOgVtuueXgjjvuOLjxxhunSbYlf1pOs2Gy5huvAk9LirZlibauUTV2bj8Wrz6OPlqVo5AId65zWWpbbl86rrqfuzgFmNQZSalrKDVKWx4pDbEWcLrzzjtnBXUAp8uDKmCUcrUtv7au7b8FRAT4HRilJek5fJW8VTy7JIvZrkoPiDAyPFwnuvrqqw8e9rCHHbzXe73XwbXXXnvw6le/ehqOfsMNN0yK/CUveckEvDzhvQJLQ97ON/Xw4TbXbd2n4mf1A5QCwjCA3JvTukeLV3cBoKpr3+NiX6y+TAaK5O3KK688KlRLSE+yJxDlofUe2hXQmzt3GyC3k7DdmmtU66X9rKnDIIWuD6QPp/9Cs0LmIFtH7HPDjKt79zzD0rHVyAS1Q23TM8jylWAIpVPdlJwo96hV1x2K/PKgKkwmwkAQ0dl70jZU8UnyT4YHfI03R654KUYAhpSg+FeeUi20Z87jlNTDw24MeXvZp3uRLK615Mj3ydqV0tb5aj/6Qt5fKXkp/Op+FTgddL6pMhp6AUeeP3dudR8RPCwjRYscA+JnyZf6DIF+5Q+pT8Prm/l4vUBjG0BSyeab3/zmgz//8z+ftssgkfGvSt08i8BUVvlvXX9X8rYpTll7/70ljIvmUPA2nicABzlEYjwK23Gc13FZastce3N/7wvOXA0RbZQgEF4AvWvxBFi32t27NmjQHLjOPKBNAJQrdCk+gQ/xJmFmRtl5XRyXjSUl2UteJLYaDk17PbeJHIuXv/zlB6961aumcJ2U+HXXXTcZK+/yLu9ycNVVVx1Zx34tb9++PBKDTifNgeaefmJNv5ayAn8LNIlXBezFnwJNAlAMiBB5akrr3nPtnNs+ty/zKA+tppuiJtovj67aq2cgDMlz+ajYNe3p2e/HLOmeXRh2e6/z5NuTYdYymm/3omb6KFKaeG30X0wHWhdK1xolPwd+1oCi1rFY61kME3csbRV4Uhs9LCLm8irIlXDNvbNB54cqRbu0LBXSnFOsLYtbfCfFKAAij41kS2vxrLaLj7XIEyV+Zn65XeQ0wPOZYOqj5SQzWLTkUqC4AXpS6MiOQKAsY4Eo90wDutLbh3U/ZO3yoKp/2FW/lsf5vqy0DeDAUyqelhGjvsxlDc9PGk1+z6UcqDXkfdo9LMyI51ueXhwDajMhSMkcOcmeU1i1Z9P+rUfn7DrXanXOU0uxt7ZV16jW1f7cR46FD3nEZQ+A0geSYtd/hv4vKcJNPlSeU4XqRM5khD6YQkLX0HYpdQlLhhohB07ZmQw6n5TAyNdzi6hVeM6v3VrnsZIhKUQMEylz8awUOHl6JLPqOK7Rq6iWjJHqfSD3eGv1vGqLtgkYUQZEukAKXe3TcTJOGJxBSRAHTz4Jsk/P0ZqeZdD5pF32a0sy5jzGQiI2BgLeKIEQHYtjwCfU9Xtku+aiL2vJwdMVFyMmgCcBO+2THqB0gdYK66WxMteek5K1tffdq+epxXS9ACp/Ayr0IaQAsTrFaDAbIIUkbBGJd/p4/O4pcNbzrPz2PJEEUbQPxa52MYICd6zaru0eBskOaITvLh9KLwjrpW+fniP4aG57dV0UuUASyhzPjkCU+Jy6LtonUAKoQslX7WrJtrfN9+fxahOdik+lgPwB8B772MdOx73gBS+Y2iN9IaD3ohe96MiCByyl185leQCn8029oKh1TmWkLK3zNwCI/kpOAPGgvE2MdmXRPsma9pNz6KPxlgo9bsPLyAT97H3ve9+pPfRrao/urz6W0js6XuAJsLf0vnfR1rnzehPJ91aqgHXrRfS8nF6r2AlFJgWtNeAJN6c+KBayQIgUvfaJKb2O0q6AU1LmOGEhk+BO4q1IzARYIuRAUTH3krkHy++/thrqoPNJLVlbAkhL21F0UogiH8avY6Q4pTS1aKiywIjkUQnlPeCpR+Z8JF3yPxavtxsrXUmqT3nKU6a2aWSr8p+e/vSnTzlQz3ve86ZyBQJS6A+eN2VtzTxXg84+tUBR77m967w2HhkmJ1Y/pv3iQ/EzqR3ws2RM5wiUqO+gyPIm/dkmHicMpvtdDOVrUAneJ/Wx9Gt4xjBellJnToK2acteR9u1PE7V/zVIFG8NyNuVK9Yko2+oO0GlUz5o1qrJDmSpTb1t1z5G/4mpPLGVRDpntKV3dNqYb9DuiQ69UuSZk+PH5vlzYHuJh1CGgHv9J78Cz4/PKyflrlE22oZSl4XsIUQUcNZtco+qH5fAbk4W8PhKzmSEqCSBFLtqOamzIfld7SLUmMYO+SZVIvmg801rv/O2uth5G4OEfo3wN30aHl48q+rTGNGGEU7+k9eDWuPhnWtnPjdtftNFzxJRIPperaWbyMvqoU3e4zbn7MIDtVGdp01utM05fp7WjrT12/dRA4oEcpJbcYvqPLw7VcezTbsqsIgbU6ROxUMO5Gaok8mY8C7j1IPOLlV85R6SamqUlie4l5ccVOCxBUCJvD4ZciaFLs+qrFDxO9ame1Lde+Q8jtJFpjNvkHP82bkGypnORfeTF+wP/uAPpmMFlJgtnYRxSptUQGnI2+VLPTywC/6ojBv6MnLxPCqhtWRM4J9QmX6Lz7WPPD5kLXMe/b7+HL1pANkX4al94xvfON2LnF4BO6YgQ54xUlrPn9c9aVrjINrY87TWpbnElK3wgd/LUS8uQq3Jy8ADRQ0YrGQxnpiOmlB8dA/htRLZej1iKPJsN+CJXA0S6ZimxWdyp1PiOTIXo/JEDDp/1KpN1pKH1r4KcLUolWkV2mawgwAI8oJcia8JMTzoQQ+aeNk9UO5ZTXBU8XnOqeftZLQt1rlfR+2jCjreJgG666+/fmrfC1/4woNXvvKV06K2kSuJovc2VIM3Bp0vWtuPrZXLJXIDPj1QCuOJGBwh/sRI0H/xtkLmkjl5ecg5wuDJtrT617n3URkrOB7e8IY3HI1613bJmWSM0ib0e2ob3qjKq97zjtm275zfvXqelqzaTRin9b91b1+D1AnLaS2Fzug7pkEhmRU3I6DLp3VZC5qyfV4kEKWubRIC5q8jVqy2MU2LSMKgTkYdDsApGS2HeQ46n9QCxwlschReNY0JlJ6cuXsmcHA+ZKi0+FSLFKX2i6flfdJaQEX7tF1rhc4kc4Au6r9AyLCH9Vpt5znpSJgKgvehe1B7Rvd5j/d4j6ko5lOf+tSDhz70oQdPe9rTDp773OdO7VEOFFX/JaOApwyBDDrf1JK1Nf3atsAp5RovlIAHZUFklGif+jfVKqMvwTghggGI8gTt6r49XpbquXxQ0xUX01AEmh75yEdO+YaPecxjpnb5KFz6wB5qvcO1aUNr6VhH27XioXO0y47fLUSUKchcjKV9jFwgB4ppUfQx8USlt6injVVYreUdgtHEdOSO+CzTc+/FgdPwOl0e1LL+cmQY2wDb7q2szq+un3zP4gaAiOvirvfQoQCIzhEIoTSHflOMkgrJlAjgfpXx1JoiJQEUVqzWJLF6u/04LHFAWvW8/j5yypdBlzftgwd68vkwxiU3GAqSJ/Gw5IuwObLmo14B/y0P1BJvO7jK3+6BEukeeG+rIp5JVT953NhhF7QxeGqN1tkVVS+1BXLwOGmhpL0+LECJJDutSbKTgqWApifcVTkk3G+pvSJPQs8RQuRnqX14wqiOXiWv+3p4nC4faoGn3OagKr2VPUOWW0BflNMpAPTJw5CcSVFjGWsUkI6XzGleOcmZLGUGSZADRY0abx/3xvjJcFn1fJ4fRR6hlxegZAllCRSmw2hyy9kL6ALGCJsA5EbobhC0Cx3cG2Fh7kXxo2RHsiT+lVyRw8f0J1qYJkX8rj5Fx7Y8UA6IWvql9ezeT9110XgRSRcIzEk/aM19vYbVHFA6a/3bTus8LTFEy7W59H/pvhCKjxCelCWhOpgFD5SUu6+p+D0HUtZ+3Ar4ee0c3KyU4a8KnlWegUGXD7USwPN/y4rtOb5lYVbn+jUSTImPceN7vqEMF5HWeM/SA+XtyHa32luNigNUAqbUoej3i1/84gnAqeK45E7tphSBe5r8vvsOEww6W7RGF7e8u7mvkr88FzljZB05TniYxMd4fwWsxPfic5Hn8VXtqkJ4lazls12wkCPeXcmV2nL77bcfGS3MydcKIZ5Uf5bPfKzgqcVAlVs8z6v+97zUFhN6rNhnfRdj4U5UDJbEceaUw0OFNeoeqLWenkrxpxL2qsdS5Iy+owYG968qRM+Bz0Hni3wOuYoH0hOZx7gXM6nFO5kTlSGunCqF7Qy+kByJl7XWMGq8QFLqD3/4wycZE39LoWrSXgAUAykyROgeYH/uLEKL1etz4GlNZ3LLLbdME5bedNNNR/VztEjmmN8uR+xmrtegQZsa1EvAycmBjMueR0UYac50XvLyyuskzy8FNQViJGsq0aFjJXv0dRU4WxtFSofFmy6CI8nYS1/60qmumtrBBOI+mrzqx05Cxnq9bcc2MXBL0c8BoWr7UmLr0vl4oBhiTeY/TKm1Pq5IDIcHSue6Iu2t1jrn/qyYkjABU0rAWOl5qt7fUOaXD1Xff847s0uaC1enlep1zLRQWBNQRP6hRuMga3QGyduVwZH72O9LHgeoAmSSsIpHStvIk1qrowadH+rpTyoenQMBLZmp+oLc3joOEAVYIYQnz46OlVcXY0XHKKSnczQowvuWqo1rgFO+mwsG9AjHyzGgPpcQfc+cdsdNjjNcn60BUFtVGN/kvCXaxpUGc/joOWLGjKqhEjnTTIjw/MgThKJl2yYeKAdfzlwoehJuWftoKZ7Dn+e0MNyg4yOMgAQUzl+t+RqzflF1zNJ/wm4+j6TnHkGeM4Ryl+JmGLVkTKEE/dcoHEbeyPuqSt8+zyNywFBsl6McSUhbvAo4su/vgImC3fKtns/vUSWtDzq/1DMoJ/e1jpvjmSWgNBdCQx94H8EsGpQG0G95oCRzT3jCEyYQI75XrTN5gxhRWumNvG9vP3xo783nlGVglHvN5gyV46Z8vvS8783z1IPW11xnE2pZ4Pz24cbkQOHlccSpEJ5IjKdzSHRz4LSmnXPC1Ep4X9pWXXfQ+aU5PqiOndvfohYv5v5MTG95aLxciACSiFpLABIBKF1DHijJl9z6WMXZOeV9/f5V57UmV8ufcdCgFlXGa8V7vQBqEyM85VSE94mQGAMj3KOq9BSRgJWOp6BmNTDJ27ckEy0v1WHkQYmyhEoP+Fx6J1W7N6HWs+7V8zTXGF/vktZeE5QukiKnaCbDOwWUqIoqJtN/Rt3pXGdIKrf2tMGZxv+7x8BDDXOj66r1oMuL1n73ykuaPNRSDtlBZF5RJmc7oMEbJVmRkr755psngCRDRLKDl1ceKFnGVCDXefJAKbTA/JPIKtfO3Cbuz1QxtCVHB7qXN0fy+bNybX+u02IdDzo9gGkNAFiStSWa80DhFCA/ViRZUkRFQIkR5ZI1gJP2iygOi/y0nj8BW7anyn108tzFHrB5ErQLw2lr8JTMkwoshyQfRxKmMxooHc8To+/wQFFOnhAe+RhiRp8ZOjumlgXeek6sb1Eq6DmwdJoYbtDJUctT5Nsrnuvln5Y1yb7K05seIZLAGXVHfRqtuYb+a/CGSHkaAlKMyPFSIS1Zc8XMOj1SlbXu7a22Ve9s0OVNLX0+14dVPLh0/U08UIAo5pVjVCmhM/VnWjPCVTKnfSRv94C/pWdNqmSuBZyW+tJ907YAd2PwNPdCmRbFvSuV+85H1My9vG1cdT6iRwSAIg9Ca4r6yQMlhtPxJN+J0TRigdEKWY+pIrWTUQ35YXg3KQxzHqjThtgH7Z8caLjc4DXB/c6INqg1nQjXyOv74seKvPZRts3XTpThoHwB83FJwUt54/WVRSwZ03blRek4eaC0AKQyvM6zMp2RF+3k3r72ZHWmbKqSZgFfnvs06PIl75+Qu/R+er+W/VsCea7JeXmv6n+PnqdvI7Iib69kSvIhr++jH/3oqT/Tb/VtyjdUTSjtl5zJQ0ydw7l8pMpwaemEpCXnwGnrz9bmPe0kbOfMgZLzgnUsXjSr5X3xB6m25z2XjoH5fQZo/WfNdpRseqCYoBEB8Qqqc5ZItq+yhr2Nc/sGXZ5U5Rq5AQLAShDkx1bD7udAkf9v8V6lYPzaeHqZHZ7ifVjFUvICN1prv4CVjieh1XVFXr/Kf2I/ADPb6J6xOTlbOzhk0Pkm54UskZH9mhvALdnp2VYBjFYYD36X91ayo/2E6JA1GS/SEZI1tVFr6rJRO2qO9/2+c892YeGZewBUT1+/D3J9uoZWg6eWpYoSF/hgRJsUpDOZJ6x5UjZuRBRmeqR6EXrrBfg9mFUdDxQT9CoXwz1QaoOUun6rE1AHQA4U1rW7P+cAlB9TxYvnCogl8h/K/fxTpcicb5jPDV5F1rzmCiCE/z4ZtoOFOWvYw9VLij89ZSSpImtS5mqrZOq66647+q21FDgWss6RjFIXijxEN7z83t6pVeDJjwfYeQ0p7wyR0THa7vImB+osTHqtvk0L/RcAJGXOZS3nTp0DDpWB0+JD523v16hpKJnSvI5qt7y95PbK26t6TIqqSN7UtzFDRzWytdUupznw0dt/nzStbc/OEsZROlLizLnDbMsOllBwzmwoL1diqZh5uB4vTxL31LliEBFDpFmL4Zg/iBmr3TPl1/UQQVr3rXb5/5bVO3dOvovWs/bQpiBsm/jwoH6aUy7ahldX8iXwIVnTgjJnhCmFK904Ec2FzCulmVZ1iw/SK4Ss4eVVGFzbyYUC9En2tN3nmUQXAHaynIffM42SSlbZlqE5B15uCA4v1OVJlb4ltUMyxuAHryWI4YLMESYWeX+W3tS8ZwWwcnsSvEzFfsmYtuGBElASP0tXqJ0CUVpjlJBrWOmF3hD2Yedcea1nnjtun+Q6Y5O+bWfgiXwE6ilpIQQmcld8VTUV61hrpipJJJ8Tdq5VcH4PksfFVBII1lLkYi6hdv3Wc+g4MSMeKC0UKXPXp1vHPGfFhCkk+b83z6sHBPXEp9NqqHJiPOY/aL/k3z/5SAsjx+SpkcdUrnj9BjTBk1zHKxMzOS9TlJD3wP2yoF2l2GljFplkAfgwgo7kcQrn4XXSiCCmb2Gb2imLmHxDWcb6zXxdjJ7DoMm5KL29GGkiRvDlM1Tykbye92rJpxfm5J4tg7CXhswdLyU/MG+ieFTAQ/LGKDb6Ju+v6L885QMZy37N8+wqsLTkFIDcy6W+Sde/9dZbJ5kR4FNfpnbrtyYQZlSe+jNN44KcqY9Tm8mjwuhqGS6HW4TcThI0ibJfA7t43bi9Twzs/2kEc1ox/YHHiEV8CJSbW8mgYDxF6a7PUTaVxTz3wWAyKWGtxdhYw16LRozGM/EcDIem4xCR2JphSWe6pfyu3J5ghueqnqcHMc9dK70JyVSsWYb3af/U8q46ONEiMCLeFHCSck/whCdYfMh2KUc8QoSfM5SXBkDL+1W59L39KWuZA4WhQpifGeO1jVGwABDAIBa2F+ts3V/k4MqBSC8ftwCWv4vc7t6z3hBgvsvUM4P2S63vTJ8mfmSCeap3I1ceEncDRedoTX1Bkfdvvd6XJf6h/xEhawJC2ibDQ/uZX9L7ZGbXYBJtEeU80htV9WNrANKcx+24qXIKeNTpWDxP7vIWuXXMNhrmDc2aLY7iQepaS9nCjA6yPK8DAJYgq0XsJ74LyhaTkefktaBQ6Fqr49F+ZpInVoylkfkmmVCY1Yx5T2mB9ABB9rf+J4P4Nj82mcinsGDEEmu9DxfUQfuj/FZ8G5c1RrV5uABvr/YDTNx7y8LoUVUf1m+GMOMtAlh5vqLLmhsvFS95+7HAJS9eHJM8Qyl2dTSuM1BkjM5T+IHEWDzIgEH3+tJmyaTWvLPKk+bvmrVfi+MS0Pg15yiLf+b3dXlzGfMwC0bcoP3R3Pv1PgpwhKzxrfhGeGLTKcBACLynVP6mn/McWu6zZvQnvIWcipBneZZ0fby8RFkIl1MfSrIoGZOMkj9Fu9NjhozdZTnKleGV7TsOmusDkTfv10gfkN689tpr9wOe5rwcaYmlwkBBsGRBO86Dacjf0EPpg1FziZAbzEYJeFC9f7S5D8a9RIQBvKQ8HQ/Vx7G0YTq8alqj0BEChMbBEszGdk8k9FyvStkmOG29+1ZHlqNEKoaqFDlM5WvmAxz5IMdD1Td1wyMNCAAH35I8DVeqDmp0rpSp+BYlyzyQWMvOo6IMSTvvVPzlwI0576iGTOfChN0QlruI/ENqQlG0VgaM1lL2LjvIICEH9+jMGSV+XCs8UU2OXH2z6p7VMQ4S0S0MANAz67/eywBPJ0fukXXDwfUlUQl9Q//2HI9BgqwhY+Qjssagqe6/1EYoi2jieaLvQY+T16d95E2qfRSNpnq592/uxHjLTGJ8K1dyX31GAibW3r+5Q8D7M8J1WgQgj83z5AT6REGKAD4OOtRwEcqdB3IvlhQHXiCQL6EId4tideM6rUY+VPFaFwbCASSxUmOGD+4oVUyFAOh4Jj7EsubeCZ7cs+Ygyo/3dYIoX2h/Mksyia99ey7OVACnZC63gvnGAzztjyqvh8gBCWEweFzfJGUNr5MrEkpyMFkvoQXyjeBln+8RKxTgooUQoStPZCwBBjIEj5PU6jXY/LnJgQK86Tl1ju6Pp5i8kxxqDdjzelNY/27l8yweWvd3K6pCbg4a6SxTxhzApmyh95Azly28GOga1iPvab9U6Vi2E/aVHNDHSUb03fhWDI4C8GbhZcoEiGfxvCIH7u2lnqD+s4ZPPU9KVHmkHOhRgV/t1lpyI15SW9Dr9Ls4AtR+6YEsHVJFft5S9GeZs8x/91pX/Rpt73EKuLHv/TOy530Xs4jw22XNgZQAIwbLGllbBZ7yYRPx6j/5FCK8SIAoznGw5AodYEWojHnmHDyB5N0Khdl8/jru75Zztlfb8GDpOrq/T2KIQuQli/CK6d4Ms07mcvDkiNyZzZ8Li4O1u21bIQe3okXOPAlMq3V6AnlGOt4ETVjFahe5K4P2QwkoWh04fAdvkZeBZ1T73HsIP6MwUJw6Tuu0LvVfYT3AC8oc48G9R1WIAVABiCCPUddB9iovD50QfK/OhhFCWTg0vc0sXJuim0qKBXyRF+LhSN4N7592t7zZKG7epytwgA/7fYg7SpzvpH1sc5kjeXWAp/1SxTsub/CneM8dBMgaA6S0xmvhQBj+EDGno2TPK+sDUgR0dG0GJDFNGHzpwKnlycErBniiAjmySx8Ef9JmQleM3PV0lLlSDHcZSPLwPM+FseUhz0xbqaJarVQA9/SBHbKvIjzpHjXWeON9xLJA7Saesa3Ddtmp86IBBY7+UBhsR0ky+s0fSgueDhQpL56P4aBDHxpv0Fy8NhNIUXg8G2FALGuAnluPdEp6loxVt8JzrtDdOvYwJJ40GC3zprLTcACKAnfBdSSeVnHL49QCT1hSnrMy6PgVu/+HX6g0TAeNFSllof36Ty4fgMA9k3TS5HLoG5NMqjUGCi58LeRGAEjS8ypCITGoQryk/9yT65JADkhHwSGHaptIzyBFhzwgMyh0f0/IiToqrH5PqKejQoc46ML48hwoCHmjng7eIZcxZC5zK9xIcVlzmUvP01preNB6mus0+f4eFQCQIGt01OIpqnrr+yJzfEP6GedzXQ/PFB4onAG6nmRLCyPhACbk9FVeX/fM8Az0iUydBKhz/sMAQ/a8L5/zPL25cA5khAhZxjnga09Q13VcZrx4dfZvHh0BVLmxiIxxHCFxgC7Gi0YgAorX5PNuHLZreUJ4qeRN+Og7/zCEFFCogBTv+Mk5wmsFwcR8ALxOYgySuYXatY0RfMSAfZLfjFtzbToCXrTHtLVN1+FjzIXnUMoJotxb4Fa+d4aelOcuz7TyaT9CgCLHcnUXrYOm9D7BaAmiXLETSgFEDdofuWxV3hUH4Xhy+M6MwJPS1jHwBHlRgCf3bOgc7oEnSvuVB+DJspTqkCdHE/pK5rBUsTSdPzGovNPg3nQCVEeGX5Etb4snlLuOIQkdxZdAE72SYXyMLIwuno/r+r38/aOgqZkDMOW5qpA45yVgrby+eKKYxHzkPJ0cOR/Bw4xidc8FHijKcIiviJqQJ4pcIge6LkYB9/L+AM+NFhmrmlJFAEoT+5I20QrhZf4h4Imis/QThJ4xnIgUec0474Pc2H9LFNytolDpFPC1LwAsrkNfg/GQQNQdL4AryMGj54e6E4drkIZzzTXXTG1e6xToBk+eCNkLqPzFo5h4WXpwELwYxF8IJeV5MVX+jggmhOmovaTrSukwiggXqVuqIFxcebj2yHNwdKwFIXDL0119+dwVqHIrwd2ebrG33JsJzHDLooTz3VXgqcqJ8s7MXbmZ+4SicK/aoP2QKz0n/w+fcpwDKoAEykl8LZDh8X2UkaxkzwPgmrlg/ODmpnaM5EqhPd1TykdrKXmXNXhN5+ka5DQRuqNQrWSQsANGSoasXQdhtVcjgQBAbhQh1/rN9EvInFvYrN0I8uRuvcM0VDzUlvmHHnJIOcv8Qixqrk0nN+h4KPk+HQNutGq/e0Dx8oqf9V0lB1T6RuZc1txrAq/oXgzyEJ/p2jpfsqO+TL/VxwlMufEA+OAZ4Cu8YrSVqA81Dt1oQu4SEJELiDwg128MEAUhs/Sf3q+5keIRHvekueeVd0YRa5cPZMjBUzoGaL+nNCBbgCkMRN7RsSeMi6qYMY13ZSKF67k0/qIYuuyKHgXiYSePf3JvPoLHjZkiwoeHepIo9+ZeDp4yB8mfB49ZWppODpISPHkYL92jrcS6DI0gJP7OAE8eavOk/ARPLryu3D2Xw/OnPAw6aD/kFlMVuvPkSd/uABtvDt8yLTmAzNVXXz2tKRsA33gHgqL35EssWSl0KXKtNWJP2xhUIe+U2oOy0nBppopgeLd4mmRudQzIFEqcZwdUed6WG1I8O14kShqkHKHI/Z1mDgYySQ4HHmy9O9z8/o6QG2SwBZ7mwnaeH5OJrwM87Z/mnAMZDs7z0P/kKHm/5rJGuQA8lvCLgwDP56FNeGd1fcmr1i9/+cunbfL+4hyAh907qn4Nw5+Qo/ZTpgBA5KG+qj9wOfHc47vME8W7Yp3GiPd96Cv6Mi/MiTOg6tdoI4aKYwBRhso5h5GEgCfI01HIy9z73HY9Au0vEhTv4EQL7nutQZ2stZ24MMpUL9+LenksGTDAfjoMUDbxZO+E0uKD8d2yAB1nLJln8jXH+H4Yxhkoc7icyRzcuRA5YqdzRNGq40Eg3QrGyoHJWiAqEbsDLtYesx95GPuj9DilJezEd6hi9a7AAB+Eo3HRE4JGRqhEjAJ2o8VzCEiCZT/Aglpoup540i119yi78QRvokRpn1v6Dpq4nhss6BVyunxqKBGy56HFBKTeEXruiQwvQps+D6aP2lE7MMBob4bKK0PFO6iUy9Q3g47f88Q298Ik37hOpwOmX6M/c28PCeeEpEX0ayRwp0fKvZXwmXhZ/EjOY3rGPEcIUE5/Rv9BSNtDzCJPU+Fa9MGAqXtdnOPPQ/XZrxEhQS4Jy3kUyUP+cnpgrOG1A3iig9jvcpIOGr8HbfdojMgNNd75Glo92m4tVZ4oyC0yPYRenH4LWeuBSIIlz0ZEHtTU+Bj6y/30wagLo5efuRHelhZyZbt7eQB71Qdyb4B7anhOUSpyPFE5pBNyC5VEdUKfVJAlnkunh2J3D5QDzARNCdD8v2/nOTxcMWg/NAeQUpGzdg8slAqNa+nbEcZTyE1rKSdyHwR+cNWTZIkyc6Uu3pIi17koQMJ38CjKFlmC37XOMBeWrK7FCDu3ILl/WpjVe3CZcy8voUVC/ZA/o4881HuSlc8xkivlSFC800NvPA/fgPYiwxUQmvN2DNB0PDT3ntNAhtITlZEWkYMO9KZ44sorrzzKH3VZ41xPk8BTouurL9O54kt5PyUvkl+APp6cymDn2niKkAMm7E5Zk2xjECVg8b728KI8exqKlwch5E2kArn3kYrkPjJdDG3Fy6tjmODYPVC+uOHji3+TdGpkyo3rkmMrkpnM49uS4fxarHGZkWDmDwLjAWBQbKBeELy7y7muu71hLLcM3e3vzOsMjNKDEWk/29zVL0J5plufdeWFo30+bFrkQ5x5ThhNREeTIz+0VqfmFkcCIt+WnU9rEeU5g3ZPKUuu/NLyTeOkMlT43q7wcdc7uJEiZS5HEVYtniCAlPMU18d7AvhAEfv16SQIqSUvIms+nNpHizr4wlrO0aWu2EXZeWB14umGUOTUwqEzwEjB+4z1TjKwP6+H/asQAm3w9iUQ9m9W/R60W+p5txWAqrzA+U29X8DwIaoiHhbfUPKDnCkvHQKfuedGBJDR9QW+dE0v6Mz9PC8JOXDjWf8BNe4UwEPNwC681Z7jd49C1txLjawh866XdB0BQckb5RsYXUifxrRpPLMn5qfhzzthnX1UYpcWJsl9Ow/bLV18qRGJ2CHchyhxvQBc+CS9gpLFMCg7TwRDsbtHi4/odaYAZd4BuCtfxD5/Dg9/pIuftYclRP6hU4H6dWFkrq+F0QCMnkIIcNeSEM+xDJMlKddHAPl9Kws9v1kFnAB8Azztn+bkyGWoWosq8IsBQG6QiCJ6skQlE+JB8Zr2S84A4/xm8RFxyEKOfMnQOscrR4pkdkYAuqxRG8a9rukRxjBgahdZqC77Xg6EkAihQ0ZEeaKrvEg+TQWdgNqqcwSibrvttqOOjrCj3hUeqARGSzLiHUpayYNOhlLnJXDydeXtrSItGN3iG31nr73EKD0myqaaPnzqBrQb48gg/Zob/QAW3ZdcX3IB06jw0a7Zr7lBRMI7OVtvdTEnOfsD97S5seIgSudrKhSt5UlDLylHUudKF918881HRgsDPHQ/Esird899nCqg5N/J/7v+PJHRdtnIXqLxeGEcTJBQSh6Ux1PFXIArXO+g6KpNgAn3LLlXCHIvli/p/svOiefAkwTad+CRYTL3VhEvp7NhIT/Fh5S6QLrLNZfqu819K1cQub36PWi35F7Nljcpga6v+Z38jHw58R8FLzBOjgb5S5QXcTc/4MlzIdIogucBPyRqMjIUMAXvItPkJ6TH1K+LLDBKR51EVVMHT3O65DF2kEEUM14kN8Aohkt7Mx/F5T/fq6hSyv5N6Vj8OkO+TgflN00AxTEtkOX7fRSafhNqY847+jrpdLygLmvwXPYz9CHugXXvE/WbPEwNKGGpiDZTcocwHIbL4cU+y9NUaAvvhja65xtg6KV/6JPxxnE+eb5pFOY3qsCQ7/NnqoycllNnb6PtekBS5d6cu54/LMlm1IwiB0ovnzWeJ+pTkITq+QYgaD6wl0WA2RzouPLNsgFVW327o2WuJ8rEP2+Tn+ttIEGVZ4QRSUb04al43Xxxr1OCwKpDrsCg7xt0PERCJsPt09M0991SadApexg5DQH9Rkm97GUvm7Yr94D8DIAFMoN8wZc+KtaTn/EqMSWELGv3DHEesko1cwd0XuaE35AP5JDVqnvJc0Tiu9dg8ndLWAKDTP91PHNb+egi7VP7dQ9CCentFvlovcwJYcRu5eXlG2TiK/sGnS5K4DT3jVxW/bf0NjLgERbJA5EVyRIACq+LJz37aFMfzAG/w5eUO4Cv6Nd8qqVM+GYwF15bjlE76YevsHsh34yWpw/mecnvog3yEkvWSANwUEUxW3J8KeqJJznfbzpaXA4rp4eHG13ePNF9L56nbPgc03BO67iW241truQ91wGUzMv0WhHEkX3oL4qZUBqAIpGsJ6LmaAAfAefPleGSVIg55NSt6JblCnjCas74rqN98i5Q2I7407NUtXVJCfjztPYN2i+1vH1L779lnfm+uWtj7TGEmERQAAOFMRkpqm3k33kdm+TdlDUHT15zxgkZd2+uJ8a6lyg9xsiah8551szzaAFTkfbj/c17cFx68dAb6Kp87y6rXMeNKf8eA0jth1pylKBn6ThR5XVKgybznwgDwzNeS4lyIEzUS06r929uLHu/Bh/liE93IlD6xivsAyK8wjhGHF4u5PUe5mTgntm3Qe759d/pXadtFOp02XRPmxsm6bCovpfLbNKmxsrO6jwlg6ylOWVPUhsIGgTsFbA9sZqXj5LH04TyY54bf5kwlQ9nJDnUAUfmQjna9eMc1TrjujfMQ4wZO6YzcO8U93T3rDNLMqUny6LAM4SQcW7v3NZ8r0G7I76bd/KVUkgrKQE+azxLzpPu2s+ES7xGXsASOcIixuOE/BG+Iw+Jyr3OW17uw3MjWMsa1bk8J55k2gIQca+rD/SAXAa4j48Q9Xfo16BCtA8q4Tq0j/o2vCOUOXID4KSNvr8ynFzWhsfpZCi9u5XnIvu31nanlrHjo651DF4Z8le9Bhh9GhEIoi5e7Bajg/w7QvRcS9embhL9o9cT9Dxbd1j4NCs+Uj37w7eKia4zhSbfJ94mrxfIdTFSlHeIx5ZRwBhRPuAlJ/x2Q8oBXkZ5Ul848Dv20XbZqF4QVSm9RO/8z/CYCAZAwZIz4TWjYCAdR94FDIslWw15dpDkiN7BjDNcDlv1zg/lmojdFWqVfOcK3N8pipp6NnikHGE70+YQVvd2tb6rK/1Bx0cpOy3Ld86zW1nEc5SK3nnaLTyuhdx5iJzfyBoDPwBNyXPIQYJ27p0gg8RvlHWCJ//v3mNXzHlPOg8/jtAg7wT9ISKMj+vfFblbw1jC7qlKXefe6JZXatB+qQJI1fYKNM2BqrxH/s7j4UWXL+/T3EskGWPEOfzKXJTUMfR+ynnKQRL35HgHDsga/afXhaMvueuit8xHxHqf5X1b3gtZ82LLnvtEuFHPTN05jEBCiXjDMagSBNKGavF9m9LqOk8Vg9GQTb1OnF/9zvuLQJgZy0WBs8YDRfFIhn/6kEuYI+fKyWfN50PZuxXP9koR+vEZXnP3q8eK3RLyTgIPmbYhQFgxIOy0LNwLJfIci/wOlVIfdHyUrmyUjnuk0vuZlq2Hs1rhIJHzYYIR51UUF0P3PdfCpycRP+oY5tWjZAa5HMhkliKB71PuqK3muYve3lxoP8fhASIEoNGoDMKgU8hOCg8A11CullvKjFBEzpRvxfvxtYdMPKToHY0n2fr3GHQ85HzjutJ1Z4vX5gBUjyPB5RdyT1R6RJATPEj0a5I1eTslXzgIGBHnOcAiB/0p636vBBquhzj3TRfDfZ5wjkdW230CXveeez0oZAn+x6uN/qCUA94qPaeI5HW8uy5PRKSQObb7/7nvciKeJwcLm1jLS9dvIfpkZPdGsQ3rkdFpJO0xPx6uepRsTqWS96m8No7oq8UBScsK9Q+bFrGf4ygfxM329CJU73lpWXr/2zLeoH5yPmzJVSpufre+Z2X0pLKvzkvL05OksYLhRZK/qX6c4MdnGXCl6p1KhrxpV4JCznEjgv8OqjjfLW3XV55XxXE+skj/sZYBPv5t8j4u164DWu930PFS5RDYJy3p1lyj2x3U4X0BNFSyhjGObFK7DX5OY5ooTXp7HdikZ/iCGVXO+1UOcDVKEADmfRdGFIaJ5265nFbpJz4KtkqH2bUzYKOcp3wpbKsYoAIeeR3I3YxzTNYCTSJc7nwUklq134t+eeFJCm7CbJmA5/erABEf1pPxYFIPyVUK1N9luk6dKWEk70z8nYD+3cMAEyKADvbca1YBu3z/1TcdtB9yMOGKJhVeKpLWd/EOPQFVZWHm2s8BxLCdOeDgbyZGJQ8DLw41yHxuL10P6xRlmXmDTp4fxTpHH6VCJUxPSQPvFHjXHhZU2xkqTSkU8iMBSl7DRmtGKxE64DtliLBlzach5WvniUG7p8xZhfybVf1MJXuVAcO1RC2dupRjhVzAk+IFz/PBOyNZQ6bk0fHcKBLO8QLlyDLvzzwEj4z5QJDMCbziIuDJ2moum/4e6KN93kj6NEqUIGs+upZzaLd+o2e8z/V8J/8GLovVdzoW8JSKF2oxT4u5/LgeD0iLcSvLrzrW3bLOhDCl1p7AVuU8ZXsdIWMJcG4FlFqd1dx7rra7QHpH49dN9J9ArQWa9oHSB62jyjMJb0F83+TTOVlLHnT+dEoZqzoS9+x6aDFDYXh5SfIW2BCRgIqia42W4beH73w4NMAHmZgzVJYMOJ7FvcApI1k7yvWOewrmZKv13gcdL6V8uG5tARuOzz4n+x7Iv7lvS/DkYcI5gyjvXckaxoIbBRznhgrXgxc9zAV4onSAV/W/0Ehb4Xre36bumXvvOTLWHRhuVHm423VIjlCH0uO7CwfAxuDJ57vJ/JlU0N7YOQDlL83X+cIrixyU6r+5ho9KYNQd6JQPzPGeH+GdRbaV/66k+Wg+9Fprhpfy0asPWVk/mefkuRNpGbmi97amMOa7roBSZf06SBtKf//k34w8PIYnt/iDdeWtqnKZ0jXvfFXJFODI5c9HzIio9yLeZ75FdAXnAqJUvTsBoT+7y6ADGhZkTDLBaCLW5HzwXCTbYqUjJy7/XpCPujs5SidlR4QXOEOFPFdavJWstf4P2j+hP9HdHjVIPVqdmwZEOgX49p4D56DDc4iQJwdEXsjS2+qjyMWrnkuINzRrGMJfbhRx3dzucuaGC/3ZfS7KmjzK5Fc52OFZeA7u4XXPyN3SNX2KNdqVHlf++4whCf4q3FH1ddv2ZavBkytftwCrDrhlYbWs4USc3iH4uT5s2S3dZDzOJamVD5WuPW+ff/gWeKqsePc8iTKBLa9VKdKe957AyffldR1UJdpuMVPe09/LnNIftDtKSwteRcGk9evyAnhyUFCBJwfzGENusAAAGNWS3iT/7yFkFCGGCvKW+QfuufJRaf5cHJveL9dB3B/A4yHPtFpFaRFnkrDrIpS5fxd/h1Aqepd1/z6DTi/5N3dQXoGnqj9zGUs972CHPsH7O3jQ6yr56Do3WOBPwAz9GoM1SIxOp4ODrwp0pCeLtnu/gx7CE/WWiwOWqLzvU7Gk3GTqgHuQPJm76ld8G/KdoK+SzarPq9bHAp7cA8LcOsyllonKVeJZgiG3KlMp+jrPc/CUC6jWRyzgeVI7ZQ173RcsDZ8yAo9U5bHJjqtiMn92f1bvuLwzmXM1snaLw++fACqVekvg/ZgeJkpGHLQ/8m+r781IUdVNEp/yHejsXfl4smQqUM5JXmTtwJz/SkBl0lK3IimiR84TpHZqdJrWzDfnU0bwPD4FC51F8qF70FL5ojP4jccIrxYhQbxH0lMiB3QZ5vOSBA54/N7smyP3WKz55nM0jJX9EcBAi/Ou1sgJ4Do9n1X/lIClNdm895k5Co2RZMie+Blgxb18FLnaTb/mfE3fTL/mHmU3qLy/89zKyovG9reYEcLzIe8inyDc+ddlD+MCPeQ5TokV/F162+YAUuILP25bELWx58mHTHrS59GFY641ZzosVVd+/hAez6xAVHqeHDD5b66JC54Jc11x07asTO5WcQ948nfTShB3gJXCl94krufvNBG1r+e+V57TOmaOBnA6OYJfZQBocSCE9efy5iU3KgXNb2TDwRI8iLJVEqoUuJS3gycq+mth+DDnaUoXV+hYpAA3D7HpHgJf7tb3DstDhBD/XZ5SqSYAJU/DDRVX4K5nfKm8di15aXmmlmjI1skTvIDHVP2ET3xLX+N9mhsc2a8lCAFcOFBIg9kTrgkxa3H5I6dJi3ga54Vkjf5LBGBI8JQVub29CYjSa4sBn8bZBev33OtVASeXV/57P5dJ7HMe296+LO+fv9fK69Y5T1XtCX+hXr8lgZSHCNy740rMAQXX9eHKIpgzLWIHTyIQOSN9POmNJT1PMBlCM/fSHek7c/gIAGdg7+wSPOU7rhRr5arsGY0zrNezQc5frqyQMwi58TkdvV4S8z9yLqEBjALk1EMJKC8Ajlf8JoyHFwqPkU/vQC5EpdBVm0WEwscLrJFBPtWLdyoeeks5cXDoHZKHXfA8ucx4eA65Se8WRlmGHNAdXIt2QCmvHm5c+t6Djp/cqHR5Y2SajwQlNIxx4p4kT88gcpGylryakQf4AF4EROF5Il8QyogKci6i/6NfQw+Q04vspmFfGfst3r5w8Vh0BSP78jruPWrJCjKe3rolw2Lt/nQg5HOvMWQ2Bk/VC0+3vw8rblnFCZ4qzxPX9OR0cjtEDpw86e7oIa2AnzoDhMMFpwJPnkPVeu6qnQmmPP/JQaSHBtxqzm38rrxeedySJyq/4xK1mGlYy/ulORnzY1DoKHpquDCaFMvT52XzARLpoaKToHPIkDLeJq/q60nphBOYnBfvNMBKa7eWabdb18hJGkstaz8tVweFHjLE0Mqifr6GHGRl2M69vrm9tX8ApLNBCaJcT7tcUOoGZ4APswc8MWTfy8hkP6G1h7e8A/fcJzdY0P8AFmTNz2dEK4CGYrXuwQI8eSSkCivCyyz012++qENoOyV+HHTl71xnn5aDYHr6G3cibNr/VWBxLxXGicvyAamf5IxG+XiUOS/Xa6C41ZcP0UK/CdRyOyE3EDhKG/BU1YXR2ufEo10Ogqr2JWCswJO3LRkqhcUZ07dXTJcKPb/TrpV1unAH7Y94x/CCPDb6/cpXvvJoXkfnO4AMCt0BPYrbgY57WTyxmnuKfISPe4MqIFElYYvcu5ohLXgYA8VzqtxS97xJlwuOoZNw3eQK3cP07oEif4R3SPvT6+XPSc5LS8nSttw3gNPpJ/olhanhC6IVHooiQZt0FTdckCXAk3suXd9nOkrKBnznfZgI3oMXASs+jxw8iAzSRvo9l6EWcPK6S5X3yRPc31LoA3+uFiDKZ/X+G5oL2fn9WlTJafV/LWja2PPECyF3AhCFgnVr0TtbXiCM5Iq4xTzuSqvQLP+5H/8dqACeAHIed2Y/liqWO25ab5sf64LgwlC5QOcsXD8mgUkCyjy3cjFWCHwOSPUCoeo+A0Ttj5LnAAgodg+1ZU6TCF4WZVJogicfVu+g3I9xQF8N2XYl6Z2BAzy3YP03bcoh2bQNAJXtg3JgB3qJd+PheZfZBEvuOav0kLd7TtFWMt/znZdoALD9kQMC6iGJf+Sl8XA4/YKX7iBPCWAOcPeRrs5DaVinHnf+8v4lZdH52VNj4G36RPo+jgHQ0V4Hcp6G4/lLCWJSj9xlMuvPkJ4q5NflsZKrdBr4dfO7JSVOyPMqh8SmAGq154mPiNtPhCfHXX5eEsABix+THhs/19eEDghFODgSueXriwhm8mz+7ACw0NkPs/qHz9CiK9h8jlbOlndS2aHkx8337h87BXLp+N5vyzq9TC4EuJKz8uug3ZK/eylx8oEc4LPGq5ozmjsQSGs3w1oevkPWKo+rD+l3BVp5lkSe+yHiXj7Zp3cAKFiULNekLRlC9xAD9xMhg+k54J2mLDqPu+fLO1b3arW+mXeQ23z3pAGe9kuAHYEnvKAua/AZ5W48rE3/5oMvIJc1H5Tk6SwinzwbHsiyIJmO4qPW8CzzLCSWezFowJ5ftxrdlt4o1x3+vt50EYglGEynR+qzysBIEOnH+3FOrevMgSbanrqF51nTr23seXIXe7rXHfB4TaUKNDljVonVnrfh4YNsT4YMsCL5KD5nXSZXuyWalrcvWfzOP1b1PD6CaVuFWgGiFuiq9vdQBRR9QcEM8HQ8xHsnSZRwgk+S6wAhFToAR4RS90RqT6xGtqjZUnmp2J4e4+QzeJ32+6gj2u9lAdAbPnVE5htxvg/ecE83YMzb4B1XtimNoQRPriN8eys0x7tpGTstWWx5j/P3Nvpj0DJ5kra+GeuMMHiEosrpTdBRDV5gTT8n8pktvL+pCkJ7n4XMeOkBgICDJw/Be422DLd7X8ba+2c3Qu6KXK48N6kCRO4lq7xPFfkxlQepJSuVYwB5Rk/tFTx5IzIMR2Oc6ZKp8tgKcPnwStA+jOsves5bwvVhcnU8WNm0ievwAjkO92x6WlyhV14kns8T6Fx4KgXOf6jlkWp9g2TItAT8+Nb5FUh0sOjCpfwbhY/cAhq0W0prjO/gc0Kxv1LwVVia/V79XsdQLTgVOselZwne8HY6/1MOhNnRdU8fHk07dFyOAHrta197yUigypPM/XjONLAAkhQUZR49V/TpGUgLlveaMlO59r3T8fCf1mmkcXwaI7nmONoruvrqqzfmp0Ftyg67ikqkjm/1a5m+4d4qRrwha56HBO8msPfwoO9DvnW++EWeaS8Q6yAQmdcxhCIlh/Kw+QArN1jy/cw93xUXa6gxKIT3mIZM5fBwR0rKW+U1Sq9uC6B5v5rAyAESz8Lcf2v7tY3Akyg9PUkVEkxGZJ+DJ9ybzlSsHYDwcqo198IaZwJgH9WAKz9Deyh8no/hou4+bYUq3PNEu7HqfXRGgr7qnfG/13tUeQOcufw7VYApq0bns3pOgJhseJ72SxUf5PeYs+jSekxDBdCBIteQZ0+sbnkjHTz59b3mm2RGAEpKVfv0X+cx4a6uo2Md2JAQT10pklGdN2mDG1o8B6CJyYcpdsjzOeDzMJ6Dnznw1GNJcx5t91CHX4vnovPyoege4hTRYQ3wtD/yb1vJWAUofO39G+uUNff6pqz5VDDep2adKNaE/pj0WvKCHIgcPIm0jwl4MVRkBHvxW/o479tSn2Sffd/73vcoIR15Sc9R5Qly8JR6rjJOWoaMH+NUGXs8IyMN+W4YkvRrewNPlQKh8anMk8H8Gvmy3ILWmlnaPZbszDhH7g1Cqerl6KXAbJ4TwgKi14v1e3h5/AROqTQzPOAAzZ/XrU7f7x4xjwG7UPn5vs8Rtr931qkUHIV7qYd056ZbV9/mjjvuGJ6nPVIPaOaY6jhXvi3DBRnTWjx35513XgJGWnl6qVQhV+jiH0YFuvfFC1vqPtxbpGtSzRwezjAFMuFy5nztHibJvI+W8vwM91xh7Dg/p4HmoE0EwCGPJId2u+Gh/157zoeee7kHruWpAf5tH//4x3fzz6B+qgz67Jir7zF3Pdb0C/QpyByykeG+yhngssfisqZry6PF6DsMH/oW8iRxSHgVc+fJqn/z9+O/AXwXLKzHtFHu2YGnvV6W918Z3ku9kkBS5IaPFjfqtM55AbP2I3ljrgP0HmW8aK7NvXqe/MEy7OMM1mKEuWuy9qRWtxTZ7ue1QBrXATyJcVHsWTwQ65jj3Z3oybH5rNzXwROeJR+hkSCLTiHrzfi1ktxyTmF25esf37+VV2NnmDYo3IeKw3jeafhax8tDMDxPpxdcOejwY/1b+rVEKWNeU4397rZ33sPwQK6kiCRrkjnmuvPcCfGag6o0ilzJAgC9LS4f8CG8yzQsuicFBHVfWdqEDXk+T/bNRHTIFThGFlNlIGt4q9FXHgoh1E0ldr0T/ddvZM3feytUO2g/5Ho3PSHev6VXKPu1OXlM8JHhrwq05Tl+LhEV8Z1C3fIAib8IhbvBJD7zqE56tTKnyj1utCFlk3xK/w94cpDiBoSH/ipA6P2pO1/cc+T6II0njBHJFzXjqEmXdekAbvTRen86/vbbb99/wnjLA+XHsG79rojr8sLdcquAxRxwEulDAQr0W2tqdADKfJSR5y64NeDPXDF8hutA2l6gDKvAlWNatJ67wnuqvF35/vSfUIEXUXPBh6E9hOLgKePf6XFireu/5jWvGUp9j1TJh/N6ymDl0m7JhvO0k3s1WSfwz86Fe3uZEsIF4nmMFZQmSstlDfnxts91SJnnhVwxZ92DH/zgo1o8Ok5ARWuf4Jhnq3KfkAmsUjoW7oWsUe0Z2fIO12UMLxwK3ae1cZCb3z/ld9B+qAVSKllz2WiR76s8tN6vpYxWfVu2DfnBe+lhO/G8F5nF+Nc5Xk28ImQwvbs+KIN+jRkErrw4DROFOgE54ndPYGeEor9TUfYx/qy0A7llrkrvG90pQH+GobLUr/l95HXXfRRRqeRxZ6UKWpRMlb9TIbaAVGUVtz54td0ZnY8PU+FtYkSRTxDsCt5dqgnaHERl8iCKnGTVrO6KQnfUTzu1nfPpZFCuCAoeJn9WrGZX2O49Am2DvkkURJHnhK+94GkNkw3aHYDqUeAtQJJeqOykncgLqJJIuSbXc2UkJSnlKQ+Q5I1QuY9KqsJm3pnkKD83YJA3RhZyn2uvvXaSa6Zfol1SjD7CVsoV77OOTw+y2i5rHo8Z98ZKVdsYzk7xUt4Dsgdo0r31HjX9jLa5HKUnO0PkLR4YtHtK4OSdt3trsr9pfZ+lfm7uPG9TttHbCqgRv3paivjMi0FjCGTJBeQvjSN3BDDYCmNEsuUzA9z//vc/urYIACP5Ib9R15J8+oTmEBEPD6W5fOPllSxJhlxmsl/DQGHtYUj6Kr6Lh8Y9CoSM7j1hPJFxj1JPWjq211OV2/K8zOnJRDx34XmeFcrdAZQzGAyY4ClHMsG47llzxVl5BPyjYuViFXtnAuCDYXz2bV/7fhJUPfdiDjw50zIqag2TDdodbSJrLS9OXrPa5t6n3J9tccUGj2lfhhJc3txj66E5XSvlK727TLckhY6hkjleyCqWsBspnh+SBoSUsMAPbWFEjvaJ/7GwPX8QYIaekcKX3GENu0y7Yq9ynobH6XioBVL47fzdE3GpjpmT1znnQbU9PVZ4muDdTClBXuiTWrUWkTGOoS8EPOk3ie6SuStscFXV56aB5O2Gz6UjkBGtvc2SZ/fyepib/s77NckYBk01yCvBEjKXDok1tDF4mmOwtYp6jnoQe+scXKQiELheKu53EeCGUQMOePzjZ5jA3ZlZmsCLfMJETnxAV+jpzhSRXMpIANb+wQFPgCQxjytyZqyvPE8+uWsPeGKfrjHA0/FTr6y1vEtcI6/p167u5cdxLVeaDprgD+2n9ICUro5F2XqRQU9Sd1Cj/zqPkECWGcEq1n6XH0/iRhGLpHzVPl0Tr5KuCchzwIcL/6UvfenROyFMof/IFtdklI6P1tFxyJqHEABXWQKlKllQeQQH7Z+qEJ57oPJYTzPx7WlYVCBjTm5zu7eNbeQPak3UwsPj9Gt4jbLALgCJkbI+7Qz5gl6+xGXqHlZDMfN3/dpu1IjwNEleXvGKV0x6AlnTovteddVVR1Eaj6jQnyF7HtZLp0ArbOcpLPSdeia9I2/n3sHTGuoBTq7cN/FmJTIH3JAc6vMSOaMwModaHJkgm8g8rWEPP+ToohQET9LzsEfmQKBUUcDkTQCGIEfiKPZcJ3hKhe6Wy1zYjnsNq3h/1GN8JLhpufyXruXHtc5LgOU86+DMXe4kr2oRwOG/ZI26MNSWQp6whN2DS1jdDRU3biDPCRRhXGRn4qFB8gMZhcR5yJqHFFDaHkpgG6BJ1jOKmURxcpwwhHy0XXqg3FABPA05O1ly/b3kVVryTLWu2/uNM3SHrEjeJEtaJFuSG4wEQJMmDgYMefQkQ3Nef8oLXWdYXeS8Sl+VUR2R6wj3vmLES44ImbHdB2x5KJyBH8icy6Kno3i/5onieX/+u1fu1IGntSDIz+ntDNw9iLKEGeRqFEMpXislLmRLQT8do+36j2sy3ZEePkiXpy8OMrBCU1A8WZx2i0jqQ9mDpMUwUsxC28o3ws3pYTmQOcl62l+BJ6zsHD5djbJLr0Um9w3aH/XISkumnBeRH8AO+/NeFcjPa7K94gMUMbkRWh760IdO8vSwhz3sKA9Dx1x33XWTDKp2ETlRIpSaT6kiQp58ElZPUPW2uILHqtQaTxfyhVyQl4UliteJelNSypK5Sukie8gc1jBrhf1Q7sigW8XVt8Oa93c7ANTppcoL3PLutjzCrmMrWUzQ5CPuBJgka5Ix9WWPeMQjJn7GY6t+Tv/lNcV7CyjRPXJyYR9IkaG2DC3fVUQk2ObvIENjyIJkUF4nyQm1A5mm5lWvetXRsZ4QruN1rmSUftC9xxmycydAyxghlM/AshMFT8ksc0q+RXNoP89PwORJb3iasIKxhBkx4C5KLGZPYHXL1fOWKqYXZaJrRYnOuR8fm+u4i98XlDrgKN2ZDp48bOcxYgdMVWy4eja3Hgbtj3q8sz0d6lqZ833J57kvE729LIgAE0UytaYYJtadjsHS9SKZbnikzPko1czlc57M0TgAHbZn2AIr1z27KGKXD6zaHJzhnqcMlUsW8TbRZreIK2qNhhy0H9rkPS+FuLlur9Hfuof/zggI/ZpkTIs8S1rjBMDLS7kOwtQQXlT3+qbh4WkbnqSdeXmHNo0UfI7MufeI63tf5qkrDshSxvA4CTzpPEbIsT29uzkIo/UN3PHB853KsN225EhYlCUCfL4h4q1iGi1C4GIkrN6HPOQhl4AlPE6EEmAMlKh3Jg4yPAHUC95xrLc7QaXXt3HQBgkAaZFy1iJlrP9iGBX0EmMJgZN4R+jAwRNMiNWQobnKk9DjTh7K/fSRez7nrNoewgIDpHC+h789F4IBEtomWZMSf+xjHzspdMkcSa26P6EEcp1wtTOKLcN2yDjueh1H0jYj3mijj1xNz7H2kWDO8zDcW7Kla8nLhEz5onvKGtZvPEs6Tm1X3gbgyw0jKD3NlWHoxld+00H7pTmvRM+5m96rum/2b63UEyIpGmUqWXvSk540bbv++uuP5Ap+9xkE4EU8NA6YvD/DQMe7kwMkDi3vkX7LeVj/5e1imibkV+dIhvE2YZDgSabPQrZUU1BrySX9nPdrS96luffLf56DvOgzDZ5aIQPWAA7CZw6YACHEb/l4uOfd4gVsubcqgU7L4+LxUwCJI3OnarQBzEbCtz8z/7F4fUGZEyvGbYn1i+cJKxgrIF2tFcNVnqZBp49aFlTre83lZLQ6dP7n6DUfgUNJDkJi+i85EziS0maUThoGVb2ZlHF41XP7ADEodMLQzrvkNeXz6lqpNxxsktfkxgYyR0fCyCBkjVIE5DYh//7uPESyKQ0AdbYov3VLv0LOr5WXyWUMr63kS4Y+IAongU+XkuUHMpTG4sa+59jC1xgLDBSiH7znRVlzzxHXQdYyWoOseVFmd0RwX8kWs1lom/5jLLmjwg3+NUZ/etbz95kETxVSZEHpYel6ghuWMInfMBH7xGD6TUIdHqaqMKVb71VeEB+vyhWCPEGVdXZMXk7fARYMrY4B7xOLLG4p75e//OUTU2P1Us/Gqx9n0rff238PsHQ2aQ4ssc4RQH6u87kf44oQKxa3vw+4IPSNgSJFjpcX0OSjdhzAIz8uHyK2aZGiJN9PPE/IOr3OHoaj40jDgLIJyglRrhWyTwhN95FMef0YZO1lL3vZJF8333zzpNDl9cX6dRmjTf6cvFPXL73fcdDxUcsbtPRt0mipOmJPxaiu6WFw798AROq71G/pt2SMXCdKdZAojoOAyAn38jCx5xBRhRu5yhFr8LeDq6rMwVtsdLgPznDnhdqKzOv6ki1CbtxLMnbrrbdO+2655ZajfMN0AuT73YaqVIVjB089DzLXWVcP4fkUMBXx3gRNLFQaxlXox8KUDmYSFfNxHJW758dHpiVAaVkSqTgrAas6trSAncnpWKhr4aPw3LVaIfNNvt2g46M5L9I2QNe9MXNWsMscRgiTgLKQlOoyx6g6ZC+9SVDmIziQc1c8YWrWyIKH6tNb7J6y6h258vdzvJNxmWO2dS0Uu3TrN79ZrwJe8/2GfJ4Mzb339FxUHoxKxipDpQJNPoKOvEGAlE8qTB+YniXuI1720aQ+TJ/oBZ5VB00AFr8WcuKesQuFUyA9Z+n5SvnnXsgajgIAnjsotpWFJflcA6C2Ak/Vw/Qq/dZxrtRgKp+NGqbCe4Qix2UJ8qYmhStIH4rIRwMsYfGinEHRJH3CZNVwTO9waHe13zsJZzDeh7cJ5ewhAyFyxYDlyrztttuOkLm7VN0NWr3nZI6hmE8ftbwTazvcOQWeoN3zF/RbCahYunhsGWjBdh0DeIJf3avkuUqAE3gf747zvDw64nOt8aRqu490ZXReyhTbMsEci9WHaWeJEA/hS951f4pkyhv1nOc8Z5Iv/fcSB/m+M1zvYY1NFf+Qz9NNLmetNIgcCQqYACyR1C2AJFlSrpDkjVGreJbIe3JZAhwhd15ew3nH60HpHGSNHFqMBZ7Jw37u3aV21D2t7pM/u+6NowJg554ql2Xeje4v765k7cUvfvEke8ov9Oc4jXKwMXiacz/nw/a4PhPo5MfCBeghuIz1MqrAS8Z7m1zZZh4CSeG4Hb2miyfPAWxot4/wc6Xd87Erz5cv3AtkTjtYaBvWsjPxpt9w0OmnTbwWrXNa1i8FKgkXoMQdPDGKTv8B8AAn7gkfk/tDzoN+k8DKfzxMAikyFGgzlnaVk5j/q+fXQtItsg9w8hwp2oqsMYEvZQsAYmtG5KRVPuh00aaAtmfh2ORVdwpQsVu/lfgtGdP8jIygA1DpGPoaH1VGONq9OA6ufBQq07WQOwR/40nF4HHPc3qRsuaayAdUca6f3wKWyBs5jCzoER99vgmtDcOt5Ydjz3mqlF6OmvMJCL06qhfXcxBFHgagyRG/e3JgJh9K6YjZ2+exYR9izLWdkTzpvAWcKmADU/rQa6wDRs6pI5GnSZaCvE6qxKpt+o9HzD1OSzSU+Nmh9Kp4KGqOxzi+Uubsy8EWWL9S3Fi/JH+zxvPLJJ/c00ekEnZwfmdmdy/cyggbygQw5F/87F4hEYDLZY9QhYfgquHWnIdhxUge3gmDRwTWJFOM3tNveZy01r4cMddDm5wz6PhpE49u5pNWMibyhG3STshb0ohvydY111xziaGClxdjhYRxHwGeozfp08TbbvyzHU8P4AlZo39zQ4W8QXQD+YQ5XdKF6Cu5BvmO7l0mrYSyOvqPZ1d5Ts9//vOntmvJvvY46djCdpAr+LkHzrymyurFNc/8NiBzhmeSoOqJqj59A4AokS7gyGtOuEs9Y6p8aC+65R2Th+YcYc89P/sTQHr7EARCdulxknL3EOKuYsGDzg6lkl76/qkQ3FDxkLh+A5q0RpG75wnl6h4jFHS2wQc+qA0+ySfhBm33yT2ZKsHzKdx7lV6mlufJPbgiOgEUur9HrT15FstcIXFG1m0qX0MuTzf1GpzpTaqMEqgKhXsEBU+TZAxPE7lNno5C/wZY8eRt2pE5g0yNRH9FtAQ9gawxchR+z/QTb396fFsRk0PrD3WNqt/1emeSObzNMlAYOd7rCOgBOnPfp/f4Y/M8VQBqbggmSd14mgBNXntJCpzwgJcXIBmcj51F7VDcFK5z5ssk7gx7VfWQtHhI0Ydog9YdkXN9ZyD9ByymUNA2r+Ukb5PQuTxO+q9YMEni27o1B51ucvAggg+Tv/Ic99wgH+7Vpe4L0zfoP9M3UPUbnkYGADZ4etPDQ8E6ymYArsgp8tCCgy0Po3k4zZ+RJHTkDrkXSQ7Ypv0AHR8JR4hEegWrl46MIdEatarfWssSVk6h5G5MRTSo5XHKKAL63+uUMSJOa2RM4TnqocGXPmeq92fkMeFxop6Y5JGyGd6vpVcYMEKbPSfKB0gQOcFDq20+SbAPxPC84bssauL9O6Nr1UbkGdCkfkxy9pKXvOTgec973sHtt98+LQC7XclbD3BCn27igOgGT6m0l4gGpZfF58zxeeUY0eNrXJYMy8RKdkZNBOw5QqBb8jH40Bzvaw/rVaCpCrWx3SuEZ4zXwaR7rnxJCwJPk4+ok7BooZDgSbk1Bx0fzYXp0khJ7y9AH+WHgcJIHilyraXIcw4s5JICliSTAkTcEvURoYzgATwhay1er0p8VM/Ks9CpeG20zLdIIMZ23oPnheD1EmiiM5LhIgOFodSZBD7o8qX0PkEJGggFEwoHLDFFClXAkUEiLs7H3p954Uo8pM6vnljtsunhPA9j+3+uDWhDLvQb48dD6P7cbzEZ1EI/iI5wWRd5wVkGZBAWJ6Q/5wzoxR9r+8VN+9Er9u1t8hABrnMfiskaa9hncfbaLc5cvOAEEYS4vFYFyWcoQorqOfjJ8F66IR0Eenl8kmfV8ajNIo8Xk4DnuRgocp9pmntjDZDnJK8TqFyLOiVGRoxcivNLLYtpLjQFsPG5Fz0vUIobkAR4QhYBJdyDUTfuCXLwQQhZCpCh+z4pJxWJveaYnsnvg5Hgo0M97M7xWqQfSGBXu7WPDodndRDm+ghdI/LwGyCKmd0lawJNGvUji5i5toaMXd7UCtF59IAoBGE2DBDAEiBJ+7Nfg3e9P2Lkt2RM5JPnOmjy4pE+sa630xPH/T7Z9yFLeMLkLdM1CeG7k4P23WV9pchTaBwQulNA7VdfduONN0510+TlpQjnWYuirAJPc4rEFZYDhSwt76CJcBzhOX0wQgtp4TqaTlDDR/TCX4QQHDwRxnPrM5nIhzG3ngevGfclSR0Ape10Av5u3PuWXjMscQQBbxMjENzr1BsTHnQ+yPkn3czusXRjBS8TRfSUV8GIHsATJT1EhLnc4nX54NrwvHhSOUHiU5/U02XN53pDQbvbH29wgiX+ozfcnU8HBBBixE/lFSBkyHQsLjc8Ix0SC4YLemLQ5U0VcHI58yH5FKok9C2ZAzzBy+kZFmGgZJ+DR4dCsV7lnrVPU5RD+10/ZA5wGmL002o3fQxJ6nomDBbv1+6KARE8Y9Zg80R3Qo3yOEl/MFfdLvq04+4T91Yk0ycBpToxyJSieoAmr80EaBI5wPEPngzhIboETTmBLp1Eqx6SX7uVBOixYT2D7qcOSsRcXCBvtzTYRt6JC48WksGJCbOQuLrrmPCgs2v5OsFjjNDxWdVJPsXTBO/B4/CTDw1297+X5hDh2SXJE1nDMPFq9z5RqLcdvkfRe4g7w/xamPZFwE/XROa0Xdt0PiP6vFPQe5HVrOdHR6Dg8ZqhwJXfJI+T5E37Rrju8qaW3BEFwTsjvvRR4OI1Hx3u/ZrIk7gzeuApI/RVACVGx1FpH28vvJr9mj9D9TvBk+fyqu0kcOtZdE0HUKILlosJkKR0UBbJRWeoX5OcyeP0ohe96GjeutPkDFjTjtXgqQp1VSE7FLqXFgA0edjOi275LO0eQvP8BZQtih/r0fOEHDRVOU/pvvT2t57LwZN+63kAM1jkDNGmkB+uSM/P4r2Q8CriefCYUaKAejdUWx3husuLKsVXETzlo+JIBMdgQdZ8gIXLQU415ADHE0wB+PCpe5wILQiQ+Ci8zG1Kj2vLsme7Ogg9h66j9uu6eibdQwpbx+u+7q32Tk56R6BIx9DRYZDg1aUArdY+n96g801VAnHVx3Esxq/4SsBdAIocJncKMADK+zUfMIFM5Wg59jP6FDkTX/pcpgyEwkOahgjtz2ernpltHhUhyqFFz6F76VmJtFwwL7hXO/d8SXdIUB5BoXHSUQjvL/VnrVynk+4HV4GnnoQtjnGXJqUF8DD5y8XqJWQlAiz5JJ0Zt+WDwEAAKJgKBoRRc4JcB2PVR6gYEEtcRKfAdfRbzweI0nbqVeHGzImI03MmAZFSF3NJ2YvRFEJgpNNpQuiD9kctcJHKnDXeXClx1YzBy+sjf7imGySAJjw3WfrCFTolO3zqBKxegBeJ5VL43k6AWJKDOH9ed/djhTsoo7PSvQiZcD06K+bZ84RXjBw9i6xg5TdpVJ3WWqTQyTMZdHlQjz71fg+DRCCcEgMyVDy310PCHi2hTwI0oNO9Wjj8iUfXS9QAmhx4Zd/YAk5Lz+zt9D5SC44C8idF97R0HHJ/yflCfmkb/Zqqh99www3TvHVMqr1kGB43rRkUt9rz1AugfORBFrIEPIhgABEfDGsXb1FrhICH6/DMOOBKxmx1PpXnrNru/71dnCOBwgoW4YHKmLCHFwCPjFISWBKjMQqBjmppJMKg80OtxPCWNYzXSYBBYaqs8Ov5dV42g+RvEqcBT5W310NyhJA9Z8nD3chz5jiloqzy/hw8uccK4wqQp+fUPnVe+u/eaxF6h/fHu6K9ki0fjCGDRTJ3mhT5oNNDeGaIpghIKBQuwKDfIjwxbuDzm9wlPDDofDfwcQZQx49E8QpoZQ4T99+Usm/x/Ck9r9YyzBiZd4UN7PLaVBTHpF06nhGsSg4nXIfh1dtm13enRUY3CttlbgLb/RhnHLLzRYxQQKlzDWc4GAXlnFXC0/OEe7FS/r2epk2INufEwZn457kmPm0Mz0SyKl4nKXGBKA/XnRaGGXT85J4bly23DuFDt3YhPFB+DWSKpG5CcOn15T4+47pPU+RtcPAzFy5wd7631RWuP3uGzDnXARvDqsmxlHeK5Fe1F6+A5ErPDGDSWnkY6tBa7Rx0+VJ21u6JBchnH+PHEllAz7usIUcY4axxCuRk9C3Q5G3dhG+r4z0pnHt7GYIrLoYlyfulRqPLp+RM+kKgSV4neXmp4r82irLGI3TmRtvlfpjJEawry1SazjwwVctFiYJPdyfM1WKwbZWhC5Iremdy73BgNkATAErEcxDbllInHqy1gBQjKjK5fdD5pwwXV94b50GMCHIgXA4oNQB5CCHBkw9eQO5coXtCubfJDYYWeOJZ/By2uT7gnll7xs+vvF1Yw1LmDBNXcVnJECOeFDLwwRgCTgrZEULIfKtBg7Kvom8ieZv+LY17D8Oh533wUnqT0POV4b/Gw7QGaLSiK9wPj6/agpw6eLrPRc8bJU/oI9EhekeSuRe84AVH4OksliXY6Wg7V2bVB0CZUy7eXeoVyHIw5NM+pMfJj89lSeG1XH4tZkuh8W0VI+cQVkKVlGjwYapuzRMTFoDS71GW4PKmOYsyR6OJSNZWSC2L5BFCa3l3AedU4EepOe+5R8krDfswZG+X5zNWwMnbk8/ix3A/DyF64q32ES4gx4kRUF7FXOegUxjxQz6hV+v39z9k7vKi3n6Bfkk6mnxWhvRX4MllDWdAFYJLY6AlPy5rc+3cxvvk92CUOKFKwNLbmMzhcaLtRIIwUGTAkCC+Jv3kNHqb9jo9Cx8BpQ0TASoq5iC3wdeZDMe1MgRX3XsOMG0aM527jlvcjMbwufd8+haegw5LyluKHEZjxI9b/oMuP2qBjkp5umdWSp2k1hwo4Yo78wi96nZFGAZVsVoHQdW8VvksaYAkcPKRPwmeRPzXfmrreBVnakPhTdI1eA9S4ipJIIXOlCw+uq7Xuh90/qjnm3senvgGfm9FRlr9mfdjKUdLDoAe2qSfq6I0lOWRjJHjJZl7GysCSsFQnot8SHmcVJZABTElc3jezotsXbEPK9nDCa4Q3R3ui+dHVWs/rnXfansi9VTWvc80R+5VywWPE/kWPAMhPkYuCSyR48SoiuwwBl1eVIWI07vqyeAoaR9ijHXLNeA9v1YCnqT0Dnmb/BouU+7FSVmbu0fKrnc03j6fN0zE3HU+fZMDJ10Lg4SQuP4LOOk9ZUdzXpT7oD5qGd0tnme/H1dFRlr92VI/VgGfTUJxlcfa/1fOBxaei7lmmSrNi12/1cWRvN7Xay3ZUrhOBorynSj/0RtFOe0ep63Bkyvx6oV4KK5KCvXzKuRdHbeJVbjP7HwP08FUhOrwODECAWTuQ1EZUacwgixi/o/RdYOcXCG78vWh/lh87u3h2AylQZ4LlZ1E5ha5IkZZehKpH0/ytg8IYZ+Tj7j15/JwHaN7vLCnF//kPhQHBVAJGOlYWcnaL0Uur64sYSb91f/KEzZoEJQAKvu1ygkw13/N9WEZyu6lJb7dNMyn45iLjynIvPTQ21w0VjDcWEu25NXVpL/KddJvGS7nrT/badiuZcHltjmmStrUjZ6MmOh77pouFK02efJcJoT77NiZg0JMWACJyrGMtiOx0JNvBw2ayxcSpbWY57Us2V7DolK2bpkneV4U7et9xkpOuYa2I2fueRLljPQ+qzvWsIwT5I2actX7SL0x6PKm5OPKyHfwn+DJz6miIdt4WvJaVXurc/x31Q9jlDBzAfWbcv7Me1yMJokoFcQMGTJgGJCyFuDNPetpMXa2Ak+9oGcOjW9Cmyi1XSlCZy6AE14m3Jt4mwBSWfSPOevIcdJaDEdpAgdPp4VRBh0vVQp4KbxUeZhylF4Cnsp1X21Pgv+r6wBg8rpz+VTV8/k2yQSyJhmTJcyUEaIczSp5lDKnyKxyLiiIqdAdtdggOgUPdbbaNOjyoZbBXfVrc+G4lvGzZNAv/d91vwbRt6lP01x9jFalduO9inQU5q1TWQLlOcnbqxC5z7e3bR7XaaKtwNNxPsxadN1zTqv9LctzbmSd13GCydKaJVHXZ6Vnjq0c3dTzPIMuP2p5nXy/75tT1L381AJb1fbWNdfqCtqOZUuCOLVlvFghFf2ph8P9tPiUR1LsyNoaT/SgQWuBylze0pJ3ted/1Y6l/m3JUPL9XuAaZ4BX8L/C+jdkT/LlI8cZXVhFUlre7NaznUbaCDzNWcNL1Hv8Ji9wzqLe5FpzH9zn7pMCZ8H7BLOJcFtSOZYimORdUJ5gFMMc1EPH6Q3Je3nYYU1H4uuWws5teNIoeyKZuu666yZLmNE/j3jEI6ZjCM9xDon0ki15muR10kJ5gvTSAdAyL2PI4/mnHmDfCikDHuYMida1/NjcXv1vXWPXpGszmk75TlozPy3TrN3r4iT3IhwCTKwtz5NyCxW2q/q00+ZBOtGcpzW5E2uRe8VQS8i8ZXFv6nHqSRT3XKcMjZDHRLl9PE5MpOoz2u/i3Q0atMtQ9yYy5scmeGpZzdV2ruEDMpgfMmvRMCiDEALTyWhhklVk0csgZJtOm3I/be25XKjFk0vyMPe9so9Z8iz1yO1c/7Zk+LQMFkJ2FL8kv8kn3z60YpiSLzkFZKgQTakiKZUhtfQ82x63L/naWcL4PjxQS1ZuD8jpibOuuQbAiRE/8jZpRI/WxIKduaito0WeJoUPVP9CFrBQOkOotb+XBpAatC9Kpb7keVrar2Wu4nh1DgQQwtpVnpNkTXLHKEHJjor1XXvttdO58uTKKEHWnv/8509KXV4n7fOQXaselY8CHLJ2eRFgfxMP67ahvaV+bhsDqPU/wQ11CuXVvf7666fJjzNch+Hypotz7qkcgWTsWc961tEk28zfl23x9WmidHicSJHMHppjhp6Yru9fusYm4YWla5NcSo5Tep1A5CBv5gOjrhNWMCULekfXbfpcgwb1hBHmQhMtq3nOM+XnVkq76qT8XiySLYEnH4SBrDF9BIqaET/UcWLNSNa1HWGLhuxdvpSAYw3IaXmJ5kJbayMqPX2qP0MFnsh38hGt9GvI0V0XCz0zkT0zZOTMGP4srd/byNOuPFDZpr2Ap5PouJfcfD0eqh63ap6T9yZUx4gfvE76TxzY5wRjmLTA0k033XQ014/WUurMar/2XQwANWiXtGtecgs+lSRLWqIVwJL8yNMkK5hq4lrwPmXZAUqA3HDDDZNCV50ZwnZ4krhfq2gfbRtz3F2+1AprnQbqibiIWrzN2nkbT6zkijwneZ8YjIGXyWuo3XERLP3+7//+FEWRzJG/W8lWTx9+luhEPE+bWMOt81rWcB6zFI6o7l3dD/dlVWkVd79XkqWSOJMk8tsLYS552ZLmrP5BZ5+O6ztuo4Rbx6TMVdQTqhD5aFasYK/gr3MZwSqZ0nUoAyIljiJnItbWM83JkHvH1r6bbek0hjcuJ8pvexxAuifysuSB8uMr8Fdt86nFGPBEv4YM4Ayg77rjjjumRUaKvE8+T2TleKj+zz37WhnLa+/7Wx0beNomXrsrVFp9yN7rwlxYvfI64XligkQxG1NDiNFICFe9CylxeZyYIoJQnk9lMWiQaI2HtOc6a47ZpQWY7W9NbUGn5NXMtTCClXnrJGN4nvTfJyEl10n1ZWQZv+hFL5qMFW1n7jo6AtriAzSGETLorFML5FfhOjfaffJfeZwe9rCHHY2wozQIsiNZwwnwZ3/2ZxN4Ul4hkZRqPtb0MNOOfVOv/jvV4GmNQl5C3j3XWbIuoblrpZXhlVXxOJEgjkXsniesYSl0ryJOuQKYrMfrtG38fNDlR9saK0vXXOK13tB4S960DyuYaSAoDcIk27QHa1gKXYaJ5E0LAzFkJZNgXrWtJ7epJZND5gZVtOR1rYyW1v6lXCa/9hxAyVAd16AgJgMzGGWX+bw6j0jKnXfeOcmaz8la1XSqgFPr/fT2c6fFe3vsYbtNLdu1eUprzp1TjCwUCpO3SZaw4sFC5/I6yfsEeBJzAZo06oDqxvovZmNqlqWCmD3PNWhQD82FnXJ/TyhvU17kXJ+ySEQ4AEJpS8Ye+tCHTspccqaRP4961KOmYyRnKGvJk7y6CtMp70IyJ6VOWJwSBn5PkU8t4dtEWOeDLi86zhy3fcraXI6TXxNwpL5M9dOuueaag6uuuuqof5Pxov5NsiS5koxpzro7Lnqc2Ea5nWy/r88bHSt4qtD0JtcQVdfpDfH1hERc0XtNJ6+6CqCSheyWMAAJb1N6nKqaTr05TmveyQBc55fWeGF7vElr+WvTHCA3SCAUOlYwssZULIy0wyqWIpc84XWSTBE2YD4tpjnysiFpEfd42PzZ8h3M/R90+dI2unobWWttT+Dk12bUuGRLBgpeJ/o3cnoJkTO67jWvec3RgCf6tKpPngNQaz1NvTLm+m4X6Q+nNmF83+GHTTxRfhzMQ26TULkWPFAwmU+9QuhAnicpcqF0cjNaI3zWPNegQb3AZ+n8k7h3KkHWyJrkSrlOsoKpciyvk+RMMqTzBaqkvOVxkiKXx4lSIIy+I9QuSrlz8FRtP6/W8qD90JKRsqtrr5W19DxBGBXq19SXycOrXCf9lsxpu+QO76wcAMonVA6hKoi/7mJoPIET7fX10nPtmirwtva8YwdPa61hUcsT1UKOc5ZentM617e3YsRs99E+QuS++Jw/bgULMDGf1pLHaVtv29I7GXR5UM+37/X6tqzElpd3zqNcyVy132UtrWCtpcwJv1G0T7+p5cRoH+qmtRQ47diV53uftE+redDuaM5I7+2/eiMqPbKWNOd1Uh8mQ0XyxvRi9HVa63jKFOBxYoqjv5pxBrj8VXxcedZOgzd3jbxdcdIo+SSUQ0/nQbiO0XVC4dS/YCSCFnIkCB2IuW6//faj4dIOnLj2UIqDToJ24WnaRN7TUPLzPFyHIpeXSfkXLmuEF3SMZEpypirisoYpS0AdGq4nwljBA+VtmNNPp8H7dNL3H3R3Wtuv7fIb9vat1X6XNRHhcDxO5DlpkfwxqlX9mPozVeh/4QtfeFR09q+K4s6tZ67eQYKms2jw7yVslwBhzYtZOmcJoa+5llMeQ+4FOU6AKB++qX0wJdVW8Tjhdao8TrsSqCWEPjxR55/2qXjm+KfXyzv3PxU6Hl48TXifJGcuj1LcCiPIWCFELlnzUggOnnSPVu6TP0vrGeeeY8jY2aa1YZ25fq1HFns9Tj0RlZ77t/jdpzxi4BOlQHyqMcmP5EveJoXs1K8x4OktUXrEf/e81+q5Nn1HJ0EnnvPUCqFtE+fdJHyY92ZItJhKDCZErjXuTfbLCpbiFhpXlVUKh2lb5dbcZWe35A0YdHZp7huuVR7p5WGb/86Z4XdB4n1dU3KC+9/lzUe26b+sX81RJ6+TwBMLoTtdjzppyruQ50keKJLDRZQkyOdd8742UdLb6KtBJ0e9YKfn2NNEVahORIFZyZgWeZ5c3ujrqFNIlX7l78rrlMBpl562k5IddOHatp84eGq5+JYs2qU4cguZO7WABwrfR/jgefKiYYQCBKCk1H0Gd+bSSnRePc8axds6d+75d4nURyjh5BUgNMfjlYXcshB7QcaajsTBC3KSc8v5hMH6LeWtkAHTsGAJs8arK0tYwEnGiv5zXQCZ1kx5VCnFOR6uDJ1eXbIvADVk7uzQ0rda613xbUv38vB4tYgIfwskERqn2LN7e4miSNZU5FleJ88pPGwMvljDq2v7rV16oNZ4m3cCnqoL9z5AKpbj8MBsQmIu8i8ATiSu4m0iWZXJfmUJs4jZhM7dyl5qO7TpMwwP1PmklkLa9psuKYheED8nz/qPF8hzkRhc4Z4pKW+SxAmTa+1z2ImkvKXItWgmdxkqeHY5Zte1mdbqrV3rtwGcTsYDwbJWDnruMReJaAH1tX1nGlwYFTgAmCGDqVi0lvypf6Niv3KcNB+r8p0YWdcK1V3YQ27XcdA27e4GT0vIcinMUH38nobPIfLcvkmYI6/nuRVYvT6yjilYmM1dXiZGIDAKgelZ1jBAjzU8h7yP2wM1aH+0C+XRI2O9iqM6riXPGZbTf8ATUzwgGyhiyZlCBShyn9VdsgfJKJG3SQms8jwxvZGDMjxOnuO09E7ymJ7nzHMrmes1jHrA7KD90CYek01ATeUR7vnv29bwVnqckEfJE6PrtCBzeHeRIfVlmuJIRopkzudizee6sAI8VbK2Kw/U3DvrobUgcKOwnd9kX+7pHkS+KyvR/3uBPp+MFKVPzFduTQEnxYTJdSJcl/NmnXTnOjxQZ49cxjaVtV7gVCmqTe6XhPImPJfPQeibCuLkRvHsAl1M/SAvkxS5Rte5MncPQcti730nc7StR2nI4KBt+aCHBys5EDG1mICTPE7q1/wc9WdMtaK1PE5amIc18xU3BRxznrX8vwkG8GN9vXTsJnrhxHOeoKrxa1ya2wAoKKsbC41TuE8EeNJCbRmBJ6Zh0cK0EfumAaAGraE1crArwoDAC+SktjANixS68i2QM86RwpYyl5dJxTAVrlMogRE/blXOJbD2Gl2nDUANj9Px0HG/5yUP1aZh4TR8fL+DJ3l5mRWDYxjgpL7s5ptvngwVDcogkrJpIcyTBFBrae2zbJ3zlPvXIsO5ba4c50JPm1jmeQ51naTAfeJfcpzwNomRxGQCTwJOWpPn1FMEcxv3Zu5ruXKXwnQ972uEEk6OWu92Gw9U8lOLp+ba0TqmxYMcDyjyhHHJmuSLxeVOx0jO5G3SWgpd4Al5Y6Jfv4dfd+k5Wu+oesald17J3FJocG3bBu2PHAT44vtE2/RrreMqne37NuXBbId+I2eMHheIknNA5zAXq9YyVDQXqzxOHknJ614oBp/0UCvU1gpf9m6fez9rvvuaZ1ntedolgOq51z5QZvUMTOXguRZ4nrRdVrAYiYJ8cm2KwcR0+i/g5KN+tm33cVnDg84e7eNbr/XyVr99m9bMLQfQYaQOFcLJsyCfkIVh0vI0CThpkUKX/Emh63o6V8eRh0GpBRLHj8P7u61nYQCn00FVx3kcHo9tPFC91/dcJ4o9+4hWyYk8uUoKl7wpn1BeJ8mftnsKSgtYrqHWc631PO3re+wVPOVN1lrDvSiaY5a8KkvXmkOq+TwetqMeBudKcWMNCyz51Ct4nNwS3hXzV883Z+223tXSO1zbpkH7o7WW55rrVv9bMrXk5V1S/oTrctJQ9/JSEsQn3GYibfIJ5dkFJM1dc+17aCnnfOZtvLx5fr7nnnMHHR+t7UDXXNepx8O5iccp92FQUOhZHict+i/Zo/wHU6+0RotXnqYLG3ic5t7Fmn5rF/1Z5XHaO3hqNWQpDLQ2TNSLMivFNmcVV4TniXAdo350npS2FLqAk4Zw4nHSNuaz60HT+6Sl5xyeqcuHTsO3di9QJpuSf4FCR6kz+kcyJiuYpFXJX5YkYFSdXxNaa8gNL+/lTUvf0o3i004JAnAGSLaYekX1nSjJIy8Ti2ROYEr92q49TpvSvvqzyoCpcjP3Bp78pbasspaVV1lilTerx3vUOm4JqfozJLJGYBRqkKKGqXyi39aouur5N6G5+HBuX3pXc9srmrOEBh0P9cqFb8vf/F+6z5xHt7VtrVLLKVIwWLRou+RK2+XZlYEimQM0pZwSpqtko8fbXLW79cybyliPl7zSO759yNz+yd91LhUPreX7NY6BHlCwdI7LBV5en0xb/Zn6NZ1DJIXE8MrjlDzaosMNcmhbMpT/e7fPtaUCTAkM13iwNwZPrQ+4pFRbSqVSFvly/Ny5e88BqGwT61xgMoElKXApc4UR5NbUgjU8lyC+C3TcK6ibKPU1bRxK/PRQr6z5f5HLQn5PajLlOU6bgAU/jsRxyY0WWcWUApFipxCfRvuoxoxkTzKI8s/nqBRnNcJvjQwudYI9stQL3Fr7B3A6PkIW4JcWgKrO6wHJc99wTlfn/6V7OVjCMBHh5UXGJF9ETRSeU66TvE6kong43N/JJuBkjnrez1zf34MJqutU+/kP0DzxiYGT5pROnudKr1L8PQw2B6Aq0IbFCmgSCteLxPNUeZxaIGTp+XppDlW3Oqjed7N0j03bPGi3lJaRaK1npfJmtPhn0//V/fidShhZA0QxvRElCHz0KuekvLVqR+W7W+N96nmuNUZKDw0AdbLkfNQCUNqOpxPeneMBrgct8dPS/zm+WjKIPUeQ0h8CUsgaI+p8gEXqiSVdsZZ6+rVdeqBasuTf171zp67O0xyoyePynNa1lq69hNjzfDEQ9WP0MgnTUZqAebRA55X3Z66Nm76znu2t99qr7OfaucZyH7QbQrCrb5NWVwWucnsON64USUsBrwXcHOMj4FBSbqRI1rSPOeqYfFT/taZ0AWEG2qXrUNIgq5W7QvS25DtstXmO/5eeuZLBtTqgp9MdtDsS/+EFdd7kOyI71TetvnH1v5LP6vhKz/bei3XKuZ5LsqB+TMdo1KpG1AGaFFGR7AlYpcd2Djxt2y+0zl16vk3eXUX+bMz3hxe8l7qP9EY6cEiGy2XpQececO64uf89TJ6MDNOJibSPCsaAJy05qm6JebJN+1SG2zB0T6fQut+g3dMSOK5AegWsqv15TWhTS2/OOk7lm6BOMiU5Q3lLoZPnlNOrOBiqjKE5Hq6AYlKP5Tp33Ny76Tm3t+2DdkuAC0LKDpZ8oEL2edV6U/DUe60eAJH7CNcR9sYDpb6NQRc+32TSWQVPhwttS/DEQLG9gCdAhSPbCixtw2QZb+x9wXPXXvrQroS1SJGrHawBTQmelmgXDNZ6ttb24wQ0Q6nvl1xptbyKGU6ozs3zfX9LKVbnsL9qk7fB166ItI3QAIpc3iUlrGqItI4lD0P7NfoOBY+nya+VuYa426tK4z2gJZ+ztT2BW3Vs63vNXbt3/6DdkvgMnoHf9A1Yu75fcgpU/3s8tJv8b+l6ngX+Q9Y0spXfLp+q/4RHGDleavdx9GmHWzpHesETwFnA6ZprrtkPeKJB2cA58NR6sOo/2+bQ+ZrrLN07FRu/UfAAJS9+uXay37nn2yW1rruP++3rGQZt75mC5kDP0nU5vvqf25Y8T0lcByMJWQMEUssJJZ8AMK/TalPruZY8RnPXqJ6z9T7y3kudaW/7B+2eAN2e9wIPVuG6tWAHmjNU/P9cv9jTn+XAD2TJk6Gdz9jOudneSgfsy0g/7PQubQOeUqfwzUmqXwOeLhwep7ti0KBBgwYNGjTojFP/uLxBgwYNGjRo0KBBAzwNGjRo0KBBgwatoQGeBg0aNGjQoEGDVtAAT4MGDRo0aNCgQStogKdBgwYNGjRo0KAVNMDToEGDBg0aNGjQChrgadCgQYMGDRo0aAUN8DRo0KBBgwYNGrSCBngaNGjQoEGDBg066Kf/DwN//2HKAUDkAAAAAElFTkSuQmCC", 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", 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" ] @@ -645,11 +645,11 @@ " plt.axis(\"off\")\n", " plt.title(\"noisy image\")\n", " plt.imshow(noisy_image[b], cmap=\"gray\")\n", - " # fixed image\n", + " # original image\n", " plt.subplot(batch_size, 3, b * 3 + 2)\n", " plt.axis(\"off\")\n", - " plt.title(\"fixed image\")\n", - " plt.imshow(fixed_image[b], cmap=\"gray\")\n", + " plt.title(\"original image\")\n", + " plt.imshow(original_image[b], cmap=\"gray\")\n", " # predicted restored image\n", " plt.subplot(batch_size, 3, b * 3 + 3)\n", " plt.axis(\"off\")\n",