{ "nbformat": 4, "nbformat_minor": 0, "metadata": { "colab": { "provenance": [], "gpuType": "T4" }, "kernelspec": { "name": "python3", "display_name": "Python 3" }, "language_info": { "name": "python" }, "accelerator": "GPU" }, "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": { "id": "TS1TCbZ0dqCc" }, "outputs": [], "source": [ "import os\n", "import torch\n", "import torchvision\n", "from torch.utils.data import random_split\n", "import torchvision.models as models\n", "import torch.nn as nn\n", "import torch.nn.functional as F" ] }, { "cell_type": "code", "source": [ "import kagglehub\n", "\n", "# Download latest version\n", "path = kagglehub.dataset_download(\"asdasdasasdas/garbage-classification\")\n", "\n", "print(\"Path to dataset files:\", path)\n" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "NdW2XVco09Dw", "outputId": "adca8912-09ee-442a-f49d-b2449a1ec1fd" }, "execution_count": 2, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Path to dataset files: /kaggle/input/garbage-classification\n" ] } ] }, { "cell_type": "code", "source": [ "data_dir = '/kaggle/input/garbage-classification/Garbage classification/Garbage classification'\n", "\n", "classes = os.listdir(data_dir)\n", "print(classes)" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "fTAiFtbg1IHQ", "outputId": "a12e021d-161e-46f2-aaad-abf108a9f9f9" }, "execution_count": 3, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "['metal', 'glass', 'paper', 'trash', 'cardboard', 'plastic']\n" ] } ] }, { "cell_type": "code", "source": [ "from torchvision.datasets import ImageFolder\n", "import torchvision.transforms as transforms\n", "\n", "transformations = transforms.Compose([transforms.Resize((256, 256)), transforms.ToTensor()])\n", "\n", "dataset = ImageFolder(data_dir, transform = transformations)" ], "metadata": { "id": "m2c8rNPm1NPw" }, "execution_count": 4, "outputs": [] }, { "cell_type": "code", "source": [ "import matplotlib.pyplot as plt\n", "%matplotlib inline\n", "\n", "def show_sample(img, label):\n", " print(\"Label:\", dataset.classes[label], \"(Class No: \"+ str(label) + \")\")\n", " plt.imshow(img.permute(1, 2, 0))" ], "metadata": { "id": "OPJE7JMJq-nM" }, "execution_count": 5, "outputs": [] }, { "cell_type": "code", "source": [ "img, label = dataset[2500]\n", "show_sample(img, label)" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 453 }, "id": "0_KQ8kjsrBnV", "outputId": "28f5cae8-61d6-4217-f568-fe5ce10845a8" }, "execution_count": 6, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Label: trash (Class No: 5)\n" ] }, { "output_type": "display_data", "data": { "text/plain": [ "
" ], "image/png": 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\n" }, "metadata": {} } ] }, { "cell_type": "code", "source": [ "torch.manual_seed(42)" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "TqcW1zsrrHWB", "outputId": "474a2e44-e21f-4a50-bf7d-b0c89b0111d3" }, "execution_count": 7, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "" ] }, "metadata": {}, "execution_count": 7 } ] }, { "cell_type": "code", "source": [ "type(dataset)" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 221 }, "id": "fZ9CaFuEsl0L", "outputId": "6a7a7a83-997f-419e-db58-ca22cbf77764" }, "execution_count": 8, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "torchvision.datasets.folder.ImageFolder" ], "text/html": [ "
\n", "
torchvision.datasets.folder.ImageFolder
def __init__(root: Union[str, Path], transform: Optional[Callable]=None, target_transform: Optional[Callable]=None, loader: Callable[[str], Any]=default_loader, is_valid_file: Optional[Callable[[str], bool]]=None, allow_empty: bool=False)
/usr/local/lib/python3.11/dist-packages/torchvision/datasets/folder.pyA generic data loader where the images are arranged in this way by default: ::\n",
              "\n",
              "    root/dog/xxx.png\n",
              "    root/dog/xxy.png\n",
              "    root/dog/[...]/xxz.png\n",
              "\n",
              "    root/cat/123.png\n",
              "    root/cat/nsdf3.png\n",
              "    root/cat/[...]/asd932_.png\n",
              "\n",
              "This class inherits from :class:`~torchvision.datasets.DatasetFolder` so\n",
              "the same methods can be overridden to customize the dataset.\n",
              "\n",
              "Args:\n",
              "    root (str or ``pathlib.Path``): Root directory path.\n",
              "    transform (callable, optional): A function/transform that takes in a PIL image\n",
              "        and returns a transformed version. E.g, ``transforms.RandomCrop``\n",
              "    target_transform (callable, optional): A function/transform that takes in the\n",
              "        target and transforms it.\n",
              "    loader (callable, optional): A function to load an image given its path.\n",
              "    is_valid_file (callable, optional): A function that takes path of an Image file\n",
              "        and check if the file is a valid file (used to check of corrupt files)\n",
              "    allow_empty(bool, optional): If True, empty folders are considered to be valid classes.\n",
              "        An error is raised on empty folders if False (default).\n",
              "\n",
              " Attributes:\n",
              "    classes (list): List of the class names sorted alphabetically.\n",
              "    class_to_idx (dict): Dict with items (class_name, class_index).\n",
              "    imgs (list): List of (image path, class_index) tuples
\n", " \n", "
" ] }, "metadata": {}, "execution_count": 8 } ] }, { "cell_type": "code", "source": [ "train_ds, val_ds, test_ds = random_split(dataset, [1593, 176, 758])\n", "len(train_ds), len(val_ds), len(test_ds)" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "cqorphx6srU0", "outputId": "185604a2-e842-4217-c3ea-7bef9a9ec999" }, "execution_count": 9, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "(1593, 176, 758)" ] }, "metadata": {}, "execution_count": 9 } ] }, { "cell_type": "code", "source": [ "type(train_ds)" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 186 }, "id": "BJU0H6MEsve3", "outputId": "e5122df4-8a80-4076-f8b5-12ddaad9f80b" }, "execution_count": 10, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "torch.utils.data.dataset.Subset" ], "text/html": [ "
\n", "
torch.utils.data.dataset.Subset
def __init__(dataset: Dataset[_T_co], indices: Sequence[int]) -> None
/usr/local/lib/python3.11/dist-packages/torch/utils/data/dataset.pySubset of a dataset at specified indices.\n",
              "\n",
              "Args:\n",
              "    dataset (Dataset): The whole Dataset\n",
              "    indices (sequence): Indices in the whole set selected for subset
\n", " \n", "
" ] }, "metadata": {}, "execution_count": 10 } ] }, { "cell_type": "code", "source": [ "from torch.utils.data.dataloader import DataLoader\n", "batch_size = 32" ], "metadata": { "id": "C_8JMhOhsy_1" }, "execution_count": 11, "outputs": [] }, { "cell_type": "code", "source": [ "train_dl = DataLoader(train_ds, batch_size, shuffle = True, num_workers = 2, pin_memory = True)\n", "val_dl = DataLoader(val_ds, batch_size*2, num_workers = 4, pin_memory = True)" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "GaIdEkF9s3AO", "outputId": "6e006fe4-3e8d-4de8-cb66-1501d2ecfc12" }, "execution_count": 12, "outputs": [ { "output_type": "stream", "name": "stderr", "text": [ "/usr/local/lib/python3.11/dist-packages/torch/utils/data/dataloader.py:624: UserWarning: This DataLoader will create 4 worker processes in total. Our suggested max number of worker in current system is 2, which is smaller than what this DataLoader is going to create. Please be aware that excessive worker creation might get DataLoader running slow or even freeze, lower the worker number to avoid potential slowness/freeze if necessary.\n", " warnings.warn(\n" ] } ] }, { "cell_type": "code", "source": [ "from torchvision.utils import make_grid\n", "\n", "def show_batch(dl):\n", " for images, labels in dl:\n", " fig, ax = plt.subplots(figsize=(12, 6))\n", " ax.set_xticks([])\n", " ax.set_yticks([])\n", " ax.imshow(make_grid(images, nrow = 16).permute(1, 2, 0))\n", " break" ], "metadata": { "id": "0u5YRY7zs6au" }, "execution_count": 13, "outputs": [] }, { "cell_type": "code", "source": [ "show_batch(train_dl)" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 139 }, "id": "QsaRLSghtEV0", "outputId": "c2c8590c-ee03-4a7f-85d4-fd676605f786" }, "execution_count": 14, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "
" ], "image/png": 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\n" }, "metadata": {} } ] }, { "cell_type": "code", "source": [ "def accuracy(outputs, labels):\n", " _, preds = torch.max(outputs, dim=1)\n", " return torch.tensor(torch.sum(preds == labels).item() / len(preds))\n", "\n", "class ImageClassificationBase(nn.Module):\n", " def training_step(self, batch):\n", " images, labels = batch\n", " out = self(images) # Generate predictions\n", " loss = F.cross_entropy(out, labels) # Calculate loss\n", " return loss\n", "\n", " def validation_step(self, batch):\n", " images, labels = batch\n", " out = self(images) # Generate predictions\n", " loss = F.cross_entropy(out, labels) # Calculate loss\n", " acc = accuracy(out, labels) # Calculate accuracy\n", " return {'val_loss': loss.detach(), 'val_acc': acc}\n", "\n", " def validation_epoch_end(self, outputs):\n", " batch_losses = [x['val_loss'] for x in outputs]\n", " epoch_loss = torch.stack(batch_losses).mean() # Combine losses\n", " batch_accs = [x['val_acc'] for x in outputs]\n", " epoch_acc = torch.stack(batch_accs).mean() # Combine accuracies\n", " return {'val_loss': epoch_loss.item(), 'val_acc': epoch_acc.item()}\n", "\n", " def epoch_end(self, epoch, result):\n", " print(\"Epoch {}: train_loss: {:.4f}, val_loss: {:.4f}, val_acc: {:.4f}\".format(\n", " epoch+1, result['train_loss'], result['val_loss'], result['val_acc']))" ], "metadata": { "id": "WhAwTkFAvxy5" }, "execution_count": 15, "outputs": [] }, { "cell_type": "code", "source": [ "class ResNet(ImageClassificationBase):\n", " def __init__(self):\n", " super().__init__()\n", " # Use a pretrained model\n", " self.network = models.resnet50(pretrained=True)\n", " # Replace last layer\n", " num_ftrs = self.network.fc.in_features\n", " self.network.fc = nn.Linear(num_ftrs, len(dataset.classes))\n", "\n", " def forward(self, xb):\n", " return torch.sigmoid(self.network(xb))\n", "\n", "model = ResNet()" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "vXUISyGGvzSm", "outputId": "80961c91-beb7-419b-c9cf-802f6b706cef" }, "execution_count": 16, "outputs": [ { "output_type": "stream", "name": "stderr", "text": [ "/usr/local/lib/python3.11/dist-packages/torchvision/models/_utils.py:208: UserWarning: The parameter 'pretrained' is deprecated since 0.13 and may be removed in the future, please use 'weights' instead.\n", " warnings.warn(\n", "/usr/local/lib/python3.11/dist-packages/torchvision/models/_utils.py:223: UserWarning: Arguments other than a weight enum or `None` for 'weights' are deprecated since 0.13 and may be removed in the future. The current behavior is equivalent to passing `weights=ResNet50_Weights.IMAGENET1K_V1`. You can also use `weights=ResNet50_Weights.DEFAULT` to get the most up-to-date weights.\n", " warnings.warn(msg)\n", "Downloading: \"https://download.pytorch.org/models/resnet50-0676ba61.pth\" to /root/.cache/torch/hub/checkpoints/resnet50-0676ba61.pth\n", "100%|██████████| 97.8M/97.8M [00:00<00:00, 170MB/s]\n" ] } ] }, { "cell_type": "code", "source": [ "def get_default_device():\n", " \"\"\"Pick GPU if available, else CPU\"\"\"\n", " if torch.cuda.is_available():\n", " return torch.device('cuda')\n", " else:\n", " return torch.device('cpu')\n", "\n", "def to_device(data, device):\n", " \"\"\"Move tensor(s) to chosen device\"\"\"\n", " if isinstance(data, (list,tuple)):\n", " return [to_device(x, device) for x in data]\n", " return data.to(device, non_blocking=True)\n", "\n", "class DeviceDataLoader():\n", " \"\"\"Wrap a dataloader to move data to a device\"\"\"\n", " def __init__(self, dl, device):\n", " self.dl = dl\n", " self.device = device\n", "\n", " def __iter__(self):\n", " \"\"\"Yield a batch of data after moving it to device\"\"\"\n", " for b in self.dl:\n", " yield to_device(b, self.device)\n", "\n", " def __len__(self):\n", " \"\"\"Number of batches\"\"\"\n", " return len(self.dl)" ], "metadata": { "id": "q-odpjWsv72G" }, "execution_count": 17, "outputs": [] }, { "cell_type": "code", "source": [ "device = get_default_device()\n", "device" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "ygd4P4hjwAhJ", "outputId": "8dc3a707-2aad-44f8-f357-0f48ac5d9fb3" }, "execution_count": 18, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "device(type='cuda')" ] }, "metadata": {}, "execution_count": 18 } ] }, { "cell_type": "code", "source": [ "train_dl = DeviceDataLoader(train_dl, device)\n", "val_dl = DeviceDataLoader(val_dl, device)\n", "to_device(model, device)" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "mmnFbKnpwacs", "outputId": "e892f35c-eb75-4fec-d4ff-1cfd64d629ad" }, "execution_count": 19, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "ResNet(\n", " (network): ResNet(\n", " (conv1): Conv2d(3, 64, kernel_size=(7, 7), stride=(2, 2), padding=(3, 3), bias=False)\n", " (bn1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (relu): ReLU(inplace=True)\n", " (maxpool): MaxPool2d(kernel_size=3, stride=2, padding=1, dilation=1, ceil_mode=False)\n", " (layer1): Sequential(\n", " (0): Bottleneck(\n", " (conv1): Conv2d(64, 64, kernel_size=(1, 1), stride=(1, 1), bias=False)\n", " (bn1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (conv2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", " (bn2): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (conv3): Conv2d(64, 256, kernel_size=(1, 1), stride=(1, 1), bias=False)\n", " (bn3): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (relu): ReLU(inplace=True)\n", " (downsample): Sequential(\n", " (0): Conv2d(64, 256, kernel_size=(1, 1), stride=(1, 1), bias=False)\n", " (1): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " )\n", " )\n", " (1): Bottleneck(\n", " (conv1): Conv2d(256, 64, kernel_size=(1, 1), stride=(1, 1), bias=False)\n", " (bn1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (conv2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", " (bn2): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (conv3): Conv2d(64, 256, kernel_size=(1, 1), stride=(1, 1), bias=False)\n", " (bn3): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (relu): ReLU(inplace=True)\n", " )\n", " (2): Bottleneck(\n", " (conv1): Conv2d(256, 64, kernel_size=(1, 1), stride=(1, 1), bias=False)\n", " (bn1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (conv2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", " (bn2): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (conv3): Conv2d(64, 256, kernel_size=(1, 1), stride=(1, 1), bias=False)\n", " (bn3): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (relu): ReLU(inplace=True)\n", " )\n", " )\n", " (layer2): Sequential(\n", " (0): Bottleneck(\n", " (conv1): Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1), bias=False)\n", " (bn1): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (conv2): Conv2d(128, 128, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), bias=False)\n", " (bn2): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (conv3): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False)\n", " (bn3): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (relu): ReLU(inplace=True)\n", " (downsample): Sequential(\n", " (0): Conv2d(256, 512, kernel_size=(1, 1), stride=(2, 2), bias=False)\n", " (1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " )\n", " )\n", " (1): Bottleneck(\n", " (conv1): Conv2d(512, 128, kernel_size=(1, 1), stride=(1, 1), bias=False)\n", " (bn1): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (conv2): Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", " (bn2): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (conv3): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False)\n", " (bn3): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (relu): ReLU(inplace=True)\n", " )\n", " (2): Bottleneck(\n", " (conv1): Conv2d(512, 128, kernel_size=(1, 1), stride=(1, 1), bias=False)\n", " (bn1): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (conv2): Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", " (bn2): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (conv3): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False)\n", " (bn3): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (relu): ReLU(inplace=True)\n", " )\n", " (3): Bottleneck(\n", " (conv1): Conv2d(512, 128, kernel_size=(1, 1), stride=(1, 1), bias=False)\n", " (bn1): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (conv2): Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", " (bn2): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (conv3): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1), bias=False)\n", " (bn3): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (relu): ReLU(inplace=True)\n", " )\n", " )\n", " (layer3): Sequential(\n", " (0): Bottleneck(\n", " (conv1): Conv2d(512, 256, kernel_size=(1, 1), stride=(1, 1), bias=False)\n", " (bn1): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (conv2): Conv2d(256, 256, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), bias=False)\n", " (bn2): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (conv3): Conv2d(256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False)\n", " (bn3): BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (relu): ReLU(inplace=True)\n", " (downsample): Sequential(\n", " (0): Conv2d(512, 1024, kernel_size=(1, 1), stride=(2, 2), bias=False)\n", " (1): BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " )\n", " )\n", " (1): Bottleneck(\n", " (conv1): Conv2d(1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False)\n", " (bn1): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (conv2): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", " (bn2): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (conv3): Conv2d(256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False)\n", " (bn3): BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (relu): ReLU(inplace=True)\n", " )\n", " (2): Bottleneck(\n", " (conv1): Conv2d(1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False)\n", " (bn1): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (conv2): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", " (bn2): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (conv3): Conv2d(256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False)\n", " (bn3): BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (relu): ReLU(inplace=True)\n", " )\n", " (3): Bottleneck(\n", " (conv1): Conv2d(1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False)\n", " (bn1): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (conv2): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", " (bn2): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (conv3): Conv2d(256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False)\n", " (bn3): BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (relu): ReLU(inplace=True)\n", " )\n", " (4): Bottleneck(\n", " (conv1): Conv2d(1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False)\n", " (bn1): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (conv2): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", " (bn2): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (conv3): Conv2d(256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False)\n", " (bn3): BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (relu): ReLU(inplace=True)\n", " )\n", " (5): Bottleneck(\n", " (conv1): Conv2d(1024, 256, kernel_size=(1, 1), stride=(1, 1), bias=False)\n", " (bn1): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (conv2): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", " (bn2): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (conv3): Conv2d(256, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False)\n", " (bn3): BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (relu): ReLU(inplace=True)\n", " )\n", " )\n", " (layer4): Sequential(\n", " (0): Bottleneck(\n", " (conv1): Conv2d(1024, 512, kernel_size=(1, 1), stride=(1, 1), bias=False)\n", " (bn1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (conv2): Conv2d(512, 512, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), bias=False)\n", " (bn2): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (conv3): Conv2d(512, 2048, kernel_size=(1, 1), stride=(1, 1), bias=False)\n", " (bn3): BatchNorm2d(2048, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (relu): ReLU(inplace=True)\n", " (downsample): Sequential(\n", " (0): Conv2d(1024, 2048, kernel_size=(1, 1), stride=(2, 2), bias=False)\n", " (1): BatchNorm2d(2048, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " )\n", " )\n", " (1): Bottleneck(\n", " (conv1): Conv2d(2048, 512, kernel_size=(1, 1), stride=(1, 1), bias=False)\n", " (bn1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (conv2): Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", " (bn2): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (conv3): Conv2d(512, 2048, kernel_size=(1, 1), stride=(1, 1), bias=False)\n", " (bn3): BatchNorm2d(2048, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (relu): ReLU(inplace=True)\n", " )\n", " (2): Bottleneck(\n", " (conv1): Conv2d(2048, 512, kernel_size=(1, 1), stride=(1, 1), bias=False)\n", " (bn1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (conv2): Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n", " (bn2): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (conv3): Conv2d(512, 2048, kernel_size=(1, 1), stride=(1, 1), bias=False)\n", " (bn3): BatchNorm2d(2048, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", " (relu): ReLU(inplace=True)\n", " )\n", " )\n", " (avgpool): AdaptiveAvgPool2d(output_size=(1, 1))\n", " (fc): Linear(in_features=2048, out_features=6, bias=True)\n", " )\n", ")" ] }, "metadata": {}, "execution_count": 19 } ] }, { "cell_type": "code", "source": [ "@torch.no_grad()\n", "def evaluate(model, val_loader):\n", " model.eval()\n", " outputs = [model.validation_step(batch) for batch in val_loader]\n", " return model.validation_epoch_end(outputs)\n", "\n", "def fit(epochs, lr, model, train_loader, val_loader, opt_func=torch.optim.SGD):\n", " history = []\n", " optimizer = opt_func(model.parameters(), lr)\n", " for epoch in range(epochs):\n", " # Training Phase\n", " model.train()\n", " train_losses = []\n", " for batch in train_loader:\n", " loss = model.training_step(batch)\n", " train_losses.append(loss)\n", " loss.backward()\n", " optimizer.step()\n", " optimizer.zero_grad()\n", " # Validation phase\n", " result = evaluate(model, val_loader)\n", " result['train_loss'] = torch.stack(train_losses).mean().item()\n", " model.epoch_end(epoch, result)\n", " history.append(result)\n", " return history" ], "metadata": { "id": "ouVa_i6KwhLC" }, "execution_count": 20, "outputs": [] }, { "cell_type": "code", "source": [ "model = to_device(ResNet(), device)" ], "metadata": { "id": "Kcq8oKWjwv3j" }, "execution_count": 21, "outputs": [] }, { "cell_type": "code", "source": [ "evaluate(model, val_dl)" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "ylzUw8TOwzS7", "outputId": "1dcd6400-e2ad-4afb-87bd-e61afbbe419b" }, "execution_count": 22, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "{'val_loss': 1.8004014492034912, 'val_acc': 0.1302083283662796}" ] }, "metadata": {}, "execution_count": 22 } ] }, { "cell_type": "code", "source": [ "num_epochs = 8\n", "opt_func = torch.optim.Adam\n", "lr = 5.5e-5\n", "\n", "history = fit(num_epochs, lr, model, train_dl, val_dl, opt_func)" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "W4l749P5w2C9", "outputId": "eb398432-3e32-49d4-cc7a-ff73294393e8" }, "execution_count": 23, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Epoch 1: train_loss: 1.4670, val_loss: 1.2819, val_acc: 0.8160\n", "Epoch 2: train_loss: 1.1890, val_loss: 1.1700, val_acc: 0.9132\n", "Epoch 3: train_loss: 1.0946, val_loss: 1.1382, val_acc: 0.9201\n", "Epoch 4: train_loss: 1.0732, val_loss: 1.1264, val_acc: 0.9514\n", "Epoch 5: train_loss: 1.0642, val_loss: 1.1372, val_acc: 0.9201\n", "Epoch 6: train_loss: 1.0616, val_loss: 1.1215, val_acc: 0.9410\n", "Epoch 7: train_loss: 1.0584, val_loss: 1.1062, val_acc: 0.9479\n", "Epoch 8: train_loss: 1.0544, val_loss: 1.1056, val_acc: 0.9531\n" ] } ] }, { "cell_type": "code", "source": [ "def plot_accuracies(history):\n", " accuracies = [x['val_acc'] for x in history]\n", " plt.plot(accuracies, '-x')\n", " plt.xlabel('epoch')\n", " plt.ylabel('accuracy')\n", " plt.title('Accuracy vs. No. of epochs');\n", "\n", "plot_accuracies(history)" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 472 }, "id": "a5Qvf3REw9rz", "outputId": "1939e02b-e770-4515-ab78-dba3a948034f" }, "execution_count": 24, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "
" ], "image/png": 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\n" }, "metadata": {} } ] }, { "cell_type": "code", "source": [ "def plot_losses(history):\n", " train_losses = [x.get('train_loss') for x in history]\n", " val_losses = [x['val_loss'] for x in history]\n", " plt.plot(train_losses, '-bx')\n", " plt.plot(val_losses, '-rx')\n", " plt.xlabel('epoch')\n", " plt.ylabel('loss')\n", " plt.legend(['Training', 'Validation'])\n", " plt.title('Loss vs. No. of epochs');\n", "\n", "plot_losses(history)" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 472 }, "id": "4YMJvVF1xFVv", "outputId": "70177300-0f08-482a-d709-d07926f1c273" }, "execution_count": 25, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "
" ], "image/png": 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\n" }, "metadata": {} } ] }, { "cell_type": "code", "source": [ "def predict_image(img, model):\n", " # Convert to a batch of 1\n", " xb = to_device(img.unsqueeze(0), device)\n", " # Get predictions from model\n", " yb = model(xb)\n", " # Pick index with highest probability\n", " prob, preds = torch.max(yb, dim=1)\n", " # Retrieve the class label\n", " return dataset.classes[preds[0].item()]" ], "metadata": { "id": "jgbbu3T1xJZ3" }, "execution_count": 26, "outputs": [] }, { "cell_type": "code", "source": [ "img, label = test_ds[400]\n", "plt.imshow(img.permute(1, 2, 0))\n", "print('Label:', dataset.classes[label], ', Predicted:', predict_image(img, model))" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 453 }, "id": "lHtCihNuxNbc", "outputId": "777e1c58-f320-4b9b-e360-2559cf1755e2" }, "execution_count": 30, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Label: plastic , Predicted: plastic\n" ] }, { "output_type": "display_data", "data": { 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\n" }, "metadata": {} } ] }, { "cell_type": "code", "source": [ "img, label = test_ds[23]\n", "plt.imshow(img.permute(1, 2, 0))\n", "print('Label:', dataset.classes[label], ', Predicted:', predict_image(img, model))" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 453 }, "id": "qEgLKXHnxQ8X", "outputId": "8bf0f291-b0ad-4183-a080-7f581df8d830" }, "execution_count": 31, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Label: glass , Predicted: glass\n" ] }, { "output_type": "display_data", "data": { "text/plain": [ "
" ], "image/png": 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\n" }, "metadata": {} } ] }, { "cell_type": "code", "source": [ "img, label = test_ds[51]\n", "plt.imshow(img.permute(1, 2, 0))\n", "print('Label:', dataset.classes[label], ', Predicted:', predict_image(img, model))" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 453 }, "id": "ci0SwrdoxT3R", "outputId": "25f40877-c93c-4877-85b6-c2524e9dbb90" }, "execution_count": 32, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Label: plastic , Predicted: plastic\n" ] }, { "output_type": "display_data", "data": { "text/plain": [ "
" ], "image/png": 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ZjGaurdYWvNK6iO9uKGt9X+1trj/2uf4z4cJTbmhiqz7PsavcyvG0XkfLuCG/TTLWz1LT2rr79zeprUunnQl40HIEi0U4HK/r3d5NJgYl7x1o73HJALsBdA9hCo7y9gDX2kHXD223rbLbzyXCwOB2TytQCtr871xpfAVa6arvJB0M4yc+fVxwCwFekDID59ceGQwCzx70Xa8b0G371/cz/xGoPMcJgVAS3eAHx5CWL09ifk20qrTccV0V9M2NkWFojOH4+DhoMJKimLSA6RcnH9E0mqqqkTL6rGiBKZpShZBICdaarhZcl2fUjIQLH+EjwCMAY7DagHUoqchUpxla25knw1sBHMZU1LUNcSOT9yAiyAaNbgtgbRKRzk7SQbEHWm7tNWOD+jrSSHJFm1Av6TvSGDaB1zq5WVnGNSyfXgRxh90ymPjmJlZo9p3i6/q5xS9C+Ivs3Wtebw9wbekwmzvU2JscrAna6Z7t5/aJY5i+/vSem85c0lIdqpOODeQ+HzecxrXXjzlzOxPR2PWbfR49c1PvaDQvKqTrzHyRXi+lJAvEBJz11g67OttNyRqRsJHOluN2IUMGYAzWGzW6SLMviqKNwBF/F0XRXyAMrRkyzbvTjkbqosOPldl8+r0laoxojv3n7ogyMfAxxPVwirRVRgtlYqnsv40NmsUh5kubiCFjDM9DSdqWb5LumNZ1k3TGRpXxMo20HdH+E29MzqXH6feztH2l9+5A0rmtvD3AdSu5SdfZdM9qhz6U3EbzOkgxdiiAiP+uGV93lSFYdazC9eeH9w6JClGTa02Fwq9rskL6dLeYNtIBMqYfTX0xCC90ZIh0YPLRN7x2FqnwWZa1JsUxCntKWU81vlR2McekjExnLdY5xIjpc5iuBzm/jsyXcXBNaBCCdBBeNcXdrWxvlIcZRLt8Npn/9s13V7PgbZ+hbbu37ZhbynMfhpvPOHDdvQFuO2jtWoZugLhZWjvms+0yseN1B5ThwDpGwe7MXimhweGcRCqFdN535gdwhZTBFEi3aaKzntwwnAUP/WLDCBdx65EUuKLkec7x8XELcEplLBYLIpsvalxxr6xUY4sSw02li4jTcqXiBuUf07oiqK7TyIYAGSn/3sRJC07BpuS/h1l71Ah3nax1z3A/U7LbDf67ajW3k0OmNz7ROVjyq3JPE5a3Hrg2d4dX4NRJZBco6mSX67Yhzs7q0mGKcwAZstYicQNWNY30uvR7jL4eCy4lISqEwlgfKQPnSQ4I20tz6Ncamx3H4+m6K+g2hIw+sKbROLekLMsWrOI+X5PJpI3CEen1EaSimTFdlJxqUJu0sDFtLPrdPNPR9FiNY/d4E6BF66YF4NRo5P1cqbl399Er9Y/dlYyZ8w5JFFhnxt4XgPbVznaRTSbU28ir1LbgrQSu/uD8aqFps9y6bHtPUjeB1z2qULeSzsyx61qf6NMC1w7E7TFnkELikk0m+/etglcqEQRi5PdU04nrt8ATLcADUlmWLZDWdd1Gji+KogW/aKaLaaVxEuPvbYPw8HxrKgSsMdgQJitdLB3vi58YVUOI/uaU3sdFq3gd0hx+F3KXxItNeezLqrsrgPHvPb6s2C4OmtW9ylsEXKldvf/y7/MF3RX9c1RulPy6mzYPfrB+9nZb5/I+16+nOPeBzH8PgOOcB6dABPDA1YU5kjL6qVTP9xPTSbWblXBL+LVUUWtKQe7s7KzV9tJFxHHPLecck8mkJWbE7VPiTswx3THQSkFtXT2O+gfB+7gGoAhdUOCUkOKPi/Y5hYhbpKg0JzozIUFD279d7NYOxqjsN9Hw9pNt923qGzftDze5d5jOUNt0ziFVNOVuBt1Nx9ed877O1etu+yxDeYuAa4PD8ZbKxF2p29slDAi8frrQPiaXffwA65zc6/wxw3vTd5UOxJ2GYnFhTZg/1g3qeZ6jhR/Y3WDd1vB502eKPqO0DDEwbwwZ5TWvDgDitVdXVz2Ny1PPO80tDdUUo7tHtuKwvlLT4iaSRgxIHAE1RsRPB7coHqx8GYpCtiGrCMsTIncTTKIJjk8WUzBMlxCMvce0rofntjWlsfaWklz28ku53U146/LcddDeVK5N9++i9fU/2/vtEPR2KaM/n7jB16RxCHmLgOvwsq1BDK87PLCJ5N/Dyy6NdxfZ1DhvUifbZ62bWVFDjSge82nHRcwdKcOTNcKOycb4NV+JeW3Vz9Y3HQ7jGwohWsp70zTUdd0y8oZAU9c1dV23ZsJhPaT5xr24YnDfMe1obKAcao0MNuAckk3S+orSgXMgqBiLkLEekgWtzrUa11g66bONDejDQXJfGdUC9gSQ/s1sJRxsyjP9fSi5TVpD4s1QxiZE6bn7n7yPywNwva3i6C1ov7NsBgPC/TXsPnNtqG2lnTM1rXWLmLu1XEqFNV1Zjmm0ZxfSD+GUagFjg3oc2COwTCYTmqahLEvKsgxbnKzOQqNZMJoK26cTohdiKoaGSteRtTEFk6j0Md00nVgf7YdO+3HO9RiGw/3GUoD0+Xozq7EGhcC14aD6+62NgcQ2rXk4MK4jxbwO0rqKXjdTCOMm4rQtCbG5r95/X95fPhvA9Ro2rr3kJh1E+I51H+B13xLHvLRfjWm93TE/2PqYfLEyRbc4WWZtbMGmrhCm70dLzXBDwkaqZUXzW5ZlFEXBfD5vfVU+DYPWphdIVwhBWZZkWcbp6emKJpXmFYHLOcd8Pu+BTQpEsczx2tSH1fq5oC1vBL642WS3f1kE0C4ElBCmWzydQZZ1PrIxGU4ibqt5vC5j6cBFdJg079Al0a/3/c2Rr5u8VcC1vlO8Xi9kbxy6aQe5J9B61TO0MU0rnWVK2X2P/q32k5i0IkFjjFSQaiJD80lKnkjXWEXQWmd2i3lqrXugF31cqakwfuL5dLfl9Hy6H9dwG5P0IwcAGSWWq1+XkczSlb+uG2jXwHWMzX3awLZ2s2q22jnpN0bWmRlvm8amNH1Eps1m/dcdxN4q4Ioy/uJf5YvoQ9Ur14DuoCrGBqFD2vVTGQOWseN+II0DbzpwQw+8gvi1Xd506JWQzsGxLs80rwhcUfuq6xrnXOKT6u5NtaN0u5RhFI0heMWwUfP5vL1vaL7cOOgkwB41stT0mG442aXp1775ZCO70mC0xki/qHoXbWEd8Kff++3H57f1mQ4ir8dAfSM/HEDC7Fxnbt1498g7uY++fFN5K4Hr9ZMRe/7o0XuS1OF8nwW547yGg3ffVJiCVtjqxMlAMIimMW8udNbSNLpNc6hJ9Tu2aK+N5AmgBZZ4fdM0K9pc1KDAs/eqqmI2m1FVlWc4ar2iQUUgTCPKp2u6NjnXk8pYAdoUuMYHv9hoUjalQetmhB6/+j7S9zKsx3XX3m8P2YGF8VrLPnX1Jj+nl7cOuASs2BT8xG03Lay7dR+TR3pL1wHGJjluzfcdcyLOqkZlH8N7ZH6tXO7635L+3NvqIBx3a6+PfqI4C2xvSAobLxbEPaF2GdiiFhWv688qO/NWd6/D2g7E4rokb+JTSKEQQiFwKJmjlPEDcUjOD/JBa7IWHxlK4E1ltt2upGk0cat7Y2wCCC6ETIoLoTuNpyiKtvxxg8lIi18ul8kzR/CTPaDqiRAgZSCXgPDxmTzcOOfXqAnB0CM1JGGsElH8x7ZRv4eAZ5Lfq8VKn+Em5zbJYc3UffC6TZqbzG7rynworXI7WWrzc6am4tinYl8ON/TL3fvi2tja3Xgx/lz2BiNglDcauPqGnv7xKC4ZfIayTztZ26h6h9vdodanvQe4jEU833R1dGptVGzCyT5odT965RYQ2R0rG8e1uxAmgEV3vR8tu52HV0uV/t6vA4tYfkSvc8W0+ppWZ6IbajtC+CC7Qkja7VBEADJkn8YRyB3Odc/WDer9tVzd5KJ/3vvDBr6mxD+mtWY2m7XxC4d1YowPdhtjIq4lpAx8VLGGXagUNzBHDc2Sw0mDFw/S8fl8Pr5d+ElHZGLCsPUNy5LmOzZopmUe3jVmPlznJ9rFbJnev840uc1MvE7G63FzGrc1z62Czsg1/sKN9db+DW3YxUlqr7PHQifnVk6tg63b6X3r6UBvqIw39F2vvosSjMkur2x4zbZ7xMi3kftHNawNZV53KnTyjaVam2w65bjJO+ju78gBq9ekwOIBY6iJxfVcXVmEFF5TwS+kjZoVTnogduCc12RigN4+gHbaVMrO8/f5XOKC35hvXHQcd0cuioLZbLZCCIngGP1a6XkbNKpQAETCIOydo0+F75Mw+iZDf136jvqDvf9YtNEYa3BYEG5Ln2PnEes+DYX3IYfRp7ZL+j4PKmOg1Tu3alG6q2d+KzWuMVk/SRqmcNOqTgFgi718p54tBoW+bSPciEDbb41FGTxmfyPB5NxgL651s+tudrfu+LhmMNQ2hoNvSmjwoNFn56WS5iGFQoW4hen6qG6gTuohKdfQZxSZf50/qE98iNeNUd4nkwnHx8fked5bHBxBBTp/WoxKH++PVPuYTnpvul5r+C5SSnskbADkOQHwU8d/R7WPeca0vc8uakLr3/2rdLPsTGQZ3HNbU96hYGRXE+MhTI9tc99gun8VL/Ot07henRxydrNRZ+oPwL3B+B7mqL0sOtDofVqTEWwDilTbSX8P7xma+UaLltw7lu/YsbE0RGK+S8s86lYaedbUDxU/KfFh+IzxWKTBp+GfhoAS00rBb/i88VxkKMY0UvBcV7dpPpHpOGbyGj5bBC9cX7uM1z7Imyyv3/t7ozWufWStvffQ6vQdylhJX23pN2uWY7PU9e/Bp7fO55FqVuu0sPT80HQX/66LVddeKzvKebrT8XrfT1eOIZik92ityfM8+LnGo1PESPJRW5pOp21w3hR0olYFtCCpItgE4EtjJUZqftSiOs2oL0NCQQeSPhp8+uhpJIZUk8uyDCn64a128TdtMVg/CJsnAHc6ORhMQtI+9qrkrdK44rt70yZ4d1fcPVI+ZCEEK+bQTdrOOu1q0/FheitaX6L5pOfXaSkQOr/zEeSH141t8JjKUKsaglOq6aSBdKNmMxwQsixjNptRFEVLsY+gFffrivmosCg5fV7ogvmmAXrTnZnTso8Befe8fc16eF9KHPFpr6+ndXXXWph3vusO5bUoxO5yHxpt2kZeBw36LQCudPbd/3uTNF6F3IieMDJQrya0R8o3nDyNliNSG9kOWDcxFW5LawzUtpWl7YxuvGOualz+OVONLw7eQ7/V8P6UnJGa4obmxAhwQ3Ph8DqZ0N5jfulWKmmcwzHtcVh39NJxpJbFdXXYPoPZD7SGcts5/DbN+F4K8QbLNs04/fsq5S0wFd66qR8gjbdDtnX2sZrabL5YPTY07fUnDaumx9XrV8+l57eZpYZptp2xS6m9Jr0u1bb88TS/DrgiVT3usZUSKuKAGiNppOWOmlAEmQhcqY8qXp/GOgSQiWkyLXNVVa3ZMKaTxjWMkgLasD59mfu+uXjP8Pou0LBDiP77uO1gN5wADM9tMknvk/e60WAs/bsewHcB3301WyB0s91M+FGG7/G2z37bycVboHHdVl4v0LqN7nfXT7Jz+m4ctHppjYDOTZ5+zOTXT3ecQBLPd9pqoq5v0JaG+XbP6/1Yi8Ui7FfVj7SeamTRxDeMxpGSHJxzHB0dMZlMVujzQyAF/26k6LMVY+T5WJ5I+ABas16MaD8ko8RndM625R6r+1Q6La/p7U+2+mJWD91W1pkw905ny/ltfs67kFtrkKsJ3ijtTX3tvuWN1rhel0ock7UmqW337ZDG+lQ6hlt75Q6dbN9OsU1H3ZTamAY1nDFv0rLW3bPu2CbpmRP9gb39o0IKnO2b8IbaWerjGjIL00E2Db4bNbOoLaVmxRTw0hmwVAoGe3NFwKzrehDxvQsfNVZ/Y6A0jGGY+uXifcYYmsS3NtTMxk3aW+p4Q1vd953fRl6Fb2edpWGsHvZNZ/uxVXP7pnt3kUPV4RsNXIeWV9Aut8o4SIw00sGFWw2gt7CQDs1qGwwsO2TizW67gBWsDq77mAjjdZv8YbFE6XXjZiJ/Zat0JWAxHOTTwT2ei4CRAleqkRljWmJGBK54/5j5TYS1W0PQgk4TitpWBK4UVIYmoFUzYLe1yyaxzmJ0g0CQZcNgvWkl0m+vr2Pn2yKbzJNvmoyZiWMb9z9v/2zDPG5TX58x4No8kKbhgV4X2RlbxMafeye8G65FX8+6K3ctvQg+kf6gOaYBpLP8seNt+dvr4tMkuYlV1mG4iUi4iOfH1j21aUgBrGohEXhScIr087jrcfSBQbcvlhCC5XLZM9tFanyadgpg6XUxv7jdSZSYZ9TW4u7Mw7oeglZqwnXOpyFEt1ygf00n2lhAr/ji+hW4emgXed3659smYwD2urlT4K0ErpsMpPGeVXLA6ySrT3Z3xJJdUt1WU7uWToj1A9JwME21jV3MjX7QXU1rqHWl5XVJGuuc0dEvZGzTglyqXUWNCeiZDof+qZTWLqVsA+kqpdrv0+mUPM97YJOCF6HcUeuKWltabymIpBpcLOsKiMfaczF1Hw0+fcZh/TjXL5vWuiWarNPU3mQtJcrb8Ayb5LY+vXEwvJ28heSMoS12/3tuJjd4IVtuGZ7eyWR407LsWJBxC/i47FOrPbPXGrAYHt/2N5ZiaK5aZyZMb1vniBaCFW0tPRavTynowMo56AgbKSEj/R1jFw7ZhUPwS0E9AsVQUjPlEES1TiNkpPf062NVE+vXUzdX6IBrGBfxbZbPynMeQh5MhRtlE2X10NrKDdLa4oQSvQv2Ke8BnivNLlFD7tJosMnPtc6HtU3z6qR/TTQDjl4/AK20k8UBeri4ecgSTAPhxmvGSBuRrZeSJFKT32QyaaPFL5fL0cHREWOz+8XNTdO0i5TTZ4jg2BFFfDrejJjT81667q8H5u6Zh88d0/dicdhgWjTkRdbeu+sM/UFeH3ldMfgtB65NHeUwbCTHXRkXh2Xf3um7bQe2y9ZnH2LmjvdvStebBOPAnc7eN92zaiqMf8dmbX1zYCyTf6AhkWJlIG2vk2FX3zT6Raeh5HkGwuGcwVrTT8L1SRjRDJj64KKPKCVcDMuklAIRou8LwdHJCdeLBS74qqxzGGuRAVmc68JKpSGrurroTJhe45PhmQTGWKR0SBlJI10kfQ+wEiEVuVIIIZHhpIN2j69YJgc44bzWBZT1EodFZhIlkwC8sf+19bIbqO1K4hm+k/TdrDt3yJ6c5rW2vR1SxupjTH1O+oX/TdydyE9SwjHX3uO3wemSifW0xqnu+jsR3JW85cA1LnEWmRwhqXl27USw36Wvu6zVVgQ97W8MLHrHXLynX5erYOIS/1b/2l1Zgun1adk6YsZ68HMjHTs+Zwdaq17F2Ltde+tAA+oBBD3tbkyGUTBS0DPWIqH1cyml0NaGgcYPEjIB8cj8y/OcqqpWFj/368uTYjotLtRAWz/+d5oufvMS0nAaPa0raudhNDRGo43EmKyN8BHTTp3//vCOncnt3j528a9s8+HcZoJ7X2bDsZpbyXkNkMWLo7fU4fq+XrrJUXc06a+iy/8+QAs+o8C1On6INd/h8CbFO077pkneyWNuTrA/+GzPfMga3P3a1eNDsscAUQOIpJHfY2JtqqOz9xQgIjkhy7IeYSLddDL6slLTZLsQ2VoIacxmM2azWRssN4JWSlGPAJPGLUwBNKkF2mFKiPAsPrxTurdZjJjhnMOZjpgxJFp0+XlNTEqvyfmdp0277YpS0U+3+t67yct22TSJWie7aD/7lOFNlnYCOaiTm6TzquQtBq79RuJVLSzKgUbzleJsL9+NsOSmxX1FmuMmbWjdrHpbd9l1Nj40O/bP0QOTqEqkA/1YfvFvSq5I98xyzrFcLlvAiQSGNGp9BDVZVWRZRp7nHB0dcXR0RNM0zOdzgJYAkRIkTAIwRVH00uvK6EEpapUdSUOvsCPTChmSVWJ5u2MSqaK22oWKinT8PG8o8gKl5Csd9B7kzZe3ELjicL/fSLy/+fm2JsUdNIx9ivMGyDZQSmnWw+vS61Mzxlge/cF0TRprzaJ+Ph/cL8m1ac798qXPlqabRn2P56SU1HXdUt2Hz5ua/CIoRYp73KdLKdUDo3RNV/ye+tFiDMVO6+u3rHXg1T5XqJMh0zLVIH0aFudkoqUm11qHbnS7SWende3rW+re/jbwW+fP2nDHVrPh2yLDidZN739V8hYC1301sFXfx2FzvksT5X1ILP/6gXJsMBgDlzHg2ST9dL1fRghWQGJTWVKzkQcYOzjvB7kUfKJ/Kkq6sNg51wvdNNRuUrJJTCOCmzGmDZgbWYbpwuh0jVaqceV53q7/inn6Mo+ZyXzeMc/0491P422xT0LobyEjhAxmwy7tzqyY9dLYHRhW/aY73ZUM1Ovy+uwogX3QWvV9vv7yFgLXbeTmYHH4132IFF8l+InB39dLUm1gnSaWHhv251QbG9O60vsjWWK4ADhK1J5i3pFRSLJx5HK5ZDabMZ1OOT4+7kXHSH1a0aemlGrBqtsnqxugpPTswe53FzU+JZWknqjhzstD4oM3eYrg32LlXGOb9nknk9kro8jvB5QP8jrKZwK4dldr7y9g5/3Ivp3zcM++LefhwDfuLHej168zMa4TP5iuppne2+bfnk/z9k80JGo41zHqoiaV5pECWAyRFMkTw3240rJY5xAD7TAFkxgxPqXRp2bE1K+UmggjYPp0s166af6pr03io85buvVlqZbVr/sAXs6TM3x/imZIh8CgtQjlzVuAXVdn47LJULxexoB29Zrdta4xM+RYe97UbneRMWvDShveUrbVssO6OkzzaL/vUzF7lOM28pkArvuWu9Fz+iysV1WKnaRlya7Pfxy0+uGZxkx7K1mNmPrGB6XxdEaJCGvyCd/asg59PmPU8/g9XVeV+pRSsGiD3obP8JkiiWM6nbZMxaitRTNilmXUdd1GhI+aWT9YrwcWY/pAm0oP1JRCulX/z+o78kF2/W3eTJjWgb8/gqjuBQXeDlhtyUjb9XBAH2tXY3kc0pe1S9scqzu/Xmr98+5iIm8BcktZBiUezac9m37fOc01Od0ReD0A1x3I3cDFvqnepBSbZ7N3D4U3m03fKscRG2DsbDGyhB88kiK2l7rW9Bd/x78pKMXI7FGLiea/dNDfpnH68njgOjk54fLysg0NlWUZk8mE6XTK9fU18/mcsiyx1lIURXs+AkVd1ywW1cZ9tnqDvLUwMKeOi594dM+mVq7wdWqTbVZE0Lpu17o2gdHN5XAtfhR87r+5vzXyAFzA/Wkn6/K5af7j993V09wt8XLDxVs6966kjV1LAd1AGMEr5gMC67o1WdGvlGpdqeYVmYEpYMWBfTjYpseG5rg07SzLmM1mrVYFUFUeiObzeUvWiGAVtbGiKAKgSuratluVpACaln24Pkwmzzmu3XiTkrUOsBhDC15SSqzprtda0zQ6EDgk/fVj6wFynZlraEYbM+WNHd8stwPSTb/fKDnggLJOO95XPgPAtUvlrGcZHcqH69/9OibiTTNJ73OjR4c5rSvZMI1DiBP7PNmGKwcz013NiDeVaB7x6aYaV/BzDcoSCQuRJJEO/mmw2dSv1ctvCF7J95h2TCuyBuNuxvFcJGFEVmAEN6BH2ohaX5YpjFG9vcM21WUKputMcOm1fjEzgcHYBSOO79kDuEZr2WqjN52AbAOlNxo03iI55Ht4i4ErDsg318ejT3KMUdb6KzeMt+npscsOqxX55xwv0qacUtvXYW0XB3m++3bVBf9S52pKtYoAVHG6IVf39Uo1lwg2cSPHqMWkGziO/Y3glYIi0AJgjEkY12mlgBijbEynU87Ozlo/V9M07TYr3ryZh3bc16BimVOfGvTBfNsA5Ndzxbv8YuTOl9hnU0qp2+c5uLxCN++D3K28xcC1rcXu1qrHNK6UXbapC7+KPrPCMNqnHK/a5j6W95rCDynscJgZnQeKfrgn5wi/fVgjawMpQ3ba0BB4UqYg0G4smWVZS6hItZ30HimED2SblCldj1VVFQBZlnFyctKSNKy1LWhNp1Nms1lL1miapr3P59/551JASkE4shFjGxqLph/vad8BDr/kzWGMJa7l8qbAfgNL6fpj4D/qS0s00v7hNaZCN37+rujwD9rdqowRPz7TpkLHqLWb3YbqoZlt34Z8V/ccdpp4CBfT/YhbmQmsZWPRmdHi95tJqg+7mEHQPNO1SP3KGVuvNbZLcippDMGUjSgGAJWe7+rCa0hK1aHDE0AwZzKZ4lwZAJRk7y4VyBi0fi1jLTiwrssrLX+s00hRb+n2zoddjRpoBPKxencDoPA0eOerNFoFgqliqOENfWZjIDP6pm8xALpBqtu1yTcJmEYh/m5zvKf6ebuAq6201cpb510aO7smifUpbhnwb+/L2p7y6KHwfSdM2rNo62asYgA+e6S4kvYmcNrPH7JelYxx9eJASu/KsQWyApGY+tLFw2OAFL8P10vFv2nA2tTsKISP1uHJIZBlOVlWALJd/ySlwlqH1qbVygjMPr85JCAEQvprtdY4fCBdpTKgHzbKOYcI/rFIKPH3hBp0aYzG+AyENMJfC37tVjSZOoRwSCfa6zozYue3S/1n2zTpdRTy4dFNvxOoSoaN3bSAMQ1id7mrGeK6cow/9V3KfYDXGw1cQ1lXXb7TpZ1sNRLCTgndUPZrpvtcPWbHXP1+o25ym/51IJNjaoY7vHYV95xKfS+u1TC8GU1ijGwH37j/lnXdHlxxoE3JGRGM0uC5cUFwDOE0jBoRCRb+ezyqwEmc85HVT07OQn10ETUmExBSeW+uEN1qPyHQxgZ/nCLPJ2T5pC2LEA0ilLXRmiwQPYy1fgG0T6SnBXvtzQWfVazL+OlAqQMv180unQ3Bdbs3kpJX0lBV8Vz63re9e9e9Vl+GQRuMv92gT3RT3Q1pr8l37Pj2CdXhQavX5dfuc7d+Un9I2VYnY+subyJvFXCtEwek4dk219mhGtYrt73dTjYUfWww6TXEW8y41qV92FmcH8VW1yv1Keid2S6d9KzOytftpDxGeEj9OOknJUJ0xeyASKksaEK0C4y9tijDYN1CVgtukYpvrdekZK+M0U/XkUWEEIi67vnnusnD6nN1oL++bqJ5cejzC2dxjnaJwNCMGtPc9v5b0AmglcxN0ov6E6oEuVyKzDvKpgF6lzV5N5FN6+faxwnabEseG1z3qmTsfd4GvD4TwLUq9wEq9whah3qcG7frw9fnXXexdDBMwSVCxUqg2ZZA4VZm50O23RB8nXOtRpECVPwb14ENzYkijMTOOYqiYDqdtkAhpSHLOnOlDZtLRo3OGL/QODVLxgXIKeikGqJznpU4ZEB2a9P6QJyCcFoHUfOKa7NSH9YwP3Bo7XoEjXWg9Wb5lx7kLuUzClz3rQndZGAfu2dNOod6nJ55ZZ8y34354z6HqSExwA/qql3A69c9hUC1TrTg1ZneVn1cHUGhT9yI0d2hH+swajd+AFcgJEVRcHR0xPn5eQtuWZZxdHTUmhfn8zkmgEMaBzHS5yMARFCIcQ2jDytum5JeH8HKf1wAolUCytCHN0ZUGfNPjoFTmveQuJKmc1eMwAd5c+QzClz3LTfpaGP33JVT977yen1FBHug9xXFT7ewOJXOl78KXkNTIMm18XcaXSPNvwMWT7vPMr+B5MnJCdA3qaUgF9dA6aDVpWWLEn1isXwpDT6WJ2pu6cenRfs3LXequcXf4+bCDsCHZqIhu3F4zzCdTWbDB0D77MgDcB1K7tuldbD8xhPZQ9/bWV4nr9+YhjV0fqbmtKG5Kh2gx0yFK/6qJM2hz2fMdCeEIC8KZrMZs9mst1YrHaCF8FE0EALCLsvpuSgpEKWmzwiGKWj1TKdtGpG80gevMZ/UWB2PAdqYP3PMrzk0F75OAPXGdvs3XN5O4Nr6du/g9Y8ld+tsNiRw6NY7yOoudLD197+a7pia0Jxz+HWzwUFDDFnkCRDWdvEJBSK4w1cH5lRzSgEvvSb6oaDzb6XanZQSISXT2QzrHIvFguVy2YZ4solZMMsyjo+Pyeuaqq5bQgZ0/q4INOnf5XJJWZYsl8vW/BhBM5at74/qgg6noaei6XEMTIbgs04bTLW+1082G6zvu9U+gJaX8WnhLeS//+//+xVb/w//8A+358uy5L/6r/4rnj59ysnJCT/+4z/ORx99dNhCiI0/R4/ciQyy2d9ns62cB/QCrclqnfln7Hz7WXd8bTrrUP/msqnMY9I37cWBNI0UHxbjCkCkoNaZvIAWTGI4pliWoSYzNM0NzWdKSrTWlGXJfD7vbYmSlieaCieTCZPJpL0mNb+lYOMjwy+4vr5msVhQBxZhChyx/OneXsOyDrWzTXWdPteYDyzNf0yL3fU9rjMv7twORvxqY23zECSRdeXapIWuS2eXrjLmMxzms/7m/rW7vOu7ljvRuP7oH/2j/LN/9s+6TLIum7/6V/8q/+v/+r/yv/wv/wvn5+d8/etf5z/7z/4z/o//4/+4i6IQZ/N3RVHdR3olOBRf48Ay1nH2LsxB6nV/esY22vSm+1LQitpFyqLz8ff65sWhjwfo+ZDWaRjxWAoKwIovTTcN1hhkEiA33psO8lmWgRDYgblyCJTxe13XVFXVmh9TzbDPoLRJGcf9VqmmmdbN8Ps2c+IYUI29z10HxnVtYdM7QXgW5/DeQzAbN/Wrdb7QTb68Xh2uXVy/mufu/TtJx9+4+/VrSDWHlDsBrizLeP/991eOX1xc8Pf//t/nH/7Df8h/9B/9RwD8g3/wD/gjf+SP8Gu/9mv8+//+v38HpTkwTfvGNvYdbHHbZOWeV2k4eIuNFuHR+gN/fy3T2luDtjOZTNotRqIMB6UIWpF+Dt0kz1iDqUrPbAz7aaWU+phujBIPUNNR4yNjsGma1oeVAlKqYUVzXwTbNKK9MR2zMAWfsRn8UPtMB8toThz3n/XNhZuILYeWfQbV+57oRnmdfHqvixzcVAjwm7/5m3zhC1/gB3/wB/mpn/opfv/3fx+A3/iN36BpGr72ta+11/7wD/8wX/rSl/jVX/3VuyhKt3B/J5PVyM2DnzdvRDe7b3Mp3U5X3aWMza5inb+JIui/qX572a4pCCHaLUW6uIH9vabSgX0s3FE8bqz1nwA8UUNKqevptiZVVbXBdOMn3SU59aPF6PLRHNg0TWuWXC6XbUDeVNMcEjHS54+SkkvGCCcpYKf3pebTYd2msskEvWv/XpfmcGayLq19TZg3laHL5QHAOjm4xvWVr3yFX/7lX+YP/+E/zPe+9z1+9md/lv/gP/gP+L//7/+bDz/8kKIoePToUe+e9957jw8//HBtmrETRrm8vNyvUG59QJeNjSFaq0T3875lnXkxGEDHrrp3SQdcCIOzP+Mv2MHE+TqwpfzrDv8O7Pr+L9FuQmpGHLYhKWWrCaW+oY15i9UoFUKtAmRKjIjnmqahrus2oobWuv0+9Bulf+P3CGxjg7EH3Xhs3Bw4NpAPzYVRkxtqXHGR8tD/NazXTebDm8g68+22a+9T6xoz7z2Il4MD14/+6I+23//YH/tjfOUrX+HLX/4y//gf/+N2Y7t95ed+7uf42Z/92Rvde+tXfsfsvV0v9dped26vYt0BKsQkV+zto76D7em9Xl2z04g6X89wUe34zB28rypuLTIkHqS+MaCnkXTAFQZ1+ua3aMKrqqolYhhjWnZgWZat/6qqqqTsPr+ozUQtLN2NOQW4CDRZlgXfGiEv2wOXlCiSljOaO1OgTPNJ66MzIfbNmMPlBKmWesiBPAXcMU17eO1ty7Av7I2V4wHI7shUmMqjR4/4Q3/oD/Fbv/VbvP/++9R1zcuXL3vXfPTRR6M+sSg//dM/zcXFRfv59re/nZy9LfvsVrfvL3u0uZSesD9VIcgdqTJbk3z1VsxbijcaRhNhf/BYNRsOtZlojoumwjFA79HfA7DE0E3evN3XlubzORcXF8zn8xbErq+vef78eXs8jX4RNbOYf13XKyAXr4/lmc1mnJ6dcXp2Rp7nFJMJk+mEyWTagUnyKC78Z6zpfWKIKGMMRmt02MzSaI01Bqu746kZ1jmHsxb3WlLjO7mp5nUj77jrk3ge5B6A6/r6mt/+7d/m85//PH/iT/wJ8jznm9/8Znv+3/7bf8vv//7v89WvfnVtGpPJhLOzs94H4qw37hO0qRTrmosAkfjBwlG3x6e74zay/n6x5vvOsudNm+z3e/kSNlgxb9zpB3b+Xb6HA2u+JzXfawdhECVS+/198VqbPHvve9Qmgmk6aiwysAWjrxXRBbdNSQsRtKK0W4M4R1VVLJZLlsulJ11oTd00rT+qrj0wdAuV+7T7ptHtTsh+yxNvkozr1KSUSKXIJwVHx0ccnRwjc+U3yxQSJSTCCYTHo1Yz9HVgsc5gnI+cb6zGWI21BlzQVp1DWItwDuEcWIsz4WNjfEPnNwtzDuFAOD9ACUd7vMu7+73WqRpf3vBDd4+fnuzOVEz/du9pN7/atn41lt9Yu169VnRVEJy0sR3b2EbD+e77oI0nn16/6ArZ+X/H6n7DANofw3pOhBvLwU2F//V//V/zYz/2Y3z5y1/mgw8+4Gd+5mdQSvGTP/mTnJ+f8xf/4l/kG9/4Bk+ePOHs7Iy//Jf/Ml/96lcPxChcUx1i/NzaZjY22G4Ep22vYZvaMzy36fpUBzuQbMhuF/psz9wixlr95vs3yXAN0Cbq8Oj39t+e0bUrT+iNop3EBBACTOj0VoAIGye2A0B8bl84Pxg71xIqHJDlOVkkQIjufknQtrKMLM87ALSWTCkPrtEM5xzOGBbLJU3TADCbzaiqqp2BN1rT6CaAkw7AZFvTnjF2oF35OvDmyc6BK6SgmEw4PjlBKsmyWmIaDdYhrMBpB9YDiXUOJ3z9mXBQxK1hjPW7OMdBKm7M6Su9AyFtcCpMPq0vg3Mg2j28XNuWnEjfX9s6gLRNDAAFt6YtJtHUEQjhiAGN10na/taZCtf5+MbOb8pneP0m06A/59rtWtpHDo/TToUi4PeePfSONcOPi99d69VtAWztmDH6iOnUwJfA94Obj2EHB67vfOc7/ORP/iTPnj3j3Xff5c/8mT/Dr/3ar/Huu+8C8Hf+zt9BSsmP//iPU1UVP/IjP8L/8D/8DzfOr1d/YTbb/r0r2YZDK7JvWfYBuQPIKFC/Hn6nWI5ta1u2yipuJXMA32ai/yf6bNKoE+2EMtU2w+29ILthQXD052pjmC8WKKV6jLk8kDciaAlADSKjOyy26fxSKRMwljMG7BVCkmU5ZVnRNLoFqpQeD515cjKZtHldX1+35sWyKpnU04SW77UioYU38TmLxWtYHuzwSOb8EKmNA5F5oEYihQx9UbSA7mIXlZ6c4aQClYGU4BzKOfKgmY0O2js2zrXm9U1N6HVp+EGGE7dtMlR6uuNRtxoeX5/OyhTZDf6OlXfz6X56t5CDA9f//D//zxvPT6dTfvEXf5Ff/MVfPEh+vUqIjXxstnOjBNckcC8N+9X2oNvkfMhS32UN9Ga3KWC0pj8/UPtBI1y3IZ0hczDdUDKdPed5TlEUKKV6bNk0Da/A6aABep/Z0dERk8mkvTf60XwIp5KqKinLsufnSvOM/q4srAtzzqGNDs/qNaiqrJhfXaOyjLr0JkhnHFiBETaYBZMh0AbwSmytToFDYqX0YITECYHGA6FxXpv1JkRDpjWFgMxJMifAKRwS/7/z5sJB5fuwWwMN6CYaffKvG9q1XrGs0/JWAGxQ5nW1MAQ/u8Y8OTw6NPXFt79O4dpUhYcaRt/OWIUHld0AZPSqwcH9oOjmr3V/yHsdppmvQxnC2BtMKl1YJcEuXIEU9FIW3XB7kag5Ab2I7fG+KNoYokkvz32k+Nls1vrO4ifGG4z+riFoRS0rEkWUUuRFgTHaEyliua2lNjW4GOdQU9c6aIQCKzy4WQKrMIxCwpJMFgVWCJACiUILgRMCg6CWHry0dVTOYBzgLHktKXDkUpJLkEWGQyGEH6Ac3mwohAh5rg7oY+a7VULNq29fr0qGdTX0q601RybWiU1m0vuWB+DaKptfUmvK2uHWu3zdqRYvuD1I3nk3X8lgzNB+zxIGee+rMglYjXf2MSnLshecdhl8Uz1zohAsFos2/FKMWJHGI5RS4lBIqVq2X/xEjSsC3fX1dVg4XK5EgI+sxbgHVxx0jHNoa2mM6Rpw8FHVZe3L4XwED4vDRUKhxGtZsV6sw1k/ExdCgBI0VnrfkRJYJ9HOUVvDVVVSGU1lNMumQVuLc5CRU2QZmZRMlOBd3fDo5IR3ipyZAOUsEkfe6V7s3zpf/WD7IIeTzwRwbRpsbjt72OfuzWBwO6gYgtVtu+mdd/OtGexiLb9lEcaYiMFU4qwNHInVGHsdQW21fDECRQSMJmw14jW3Lvq61l20+XRBcbquyzMOO79XNPNNp1Pquma5XPLy5UsWiwXG6JUoHWm8xHh/txA4aE1x/Zj1PjUPRK51yHvWRCCliLA42uF9Uy6lOXiChXNQK4u1YExDbQ2NtdTWsLTG/3aWyphgLhQoLJnTZEJQKIlalCAVRV5QHE0QziGtBekCcnq/2ZjW9SB9GRKWhpr4bnUmghv49anntx64dq7ivXBjy8XtaednsXFM3Hjv6zYjvAWQ3j3m3FrGOmA7yLv+Itt0bjM0rwy1MGstTaCpx8gZw/vS/a+i5tTl1X0iVT4CWfSNFUVBWZZUVcX19XW7lUmeZ/gtWLypMF0InJok/TEPSEKK1szX0ypdwioDcN6/RWAI2sAOs4AT0tPvnfdhVc6hsTTOUWvdAlcjoMGinaMJ1/tW5sicJRMSg+W6biiqmuOq4vFsQubttwjr8KDFCgFr3IR1U1v9a954E4nMybH59xCoxvxkGxmLw7+v0SThjQeutW0xNOxdx1Angs1+a8PeoTOI5MtKencIUElZ/LByV3mtPvTr0JhTSUFor1IFlp/WMb6fXDModFyA4eAQwQtogSsNIJuCXWraiz4rT7zIENKbxqSUTKdTzs/POTs7QwjBJ598QlmWABwdHYWy+E0l67pug+sO/V0IcMahjcG02pRrSSDWhnbTPqB3x2M6JqWVAuvACoFF0AC1tdTGUmrNQhu080sKHAInBU56Dc04FUgB3iTrHBjw54VnIS5rw7WsmWUl+vSEAod0oX/KuARhl5d5UwfzGzDz6smbVNbDyBsPXGvb4o4mwHSwTWeY62cih3NcHdyPJNKvd2ksHD8n+qrJ6PmdKL23BMDh7FLQzci3lSG9Jmoo3mQoESLYyehMhStr2EJeaXzCyP6L8QtTwkY8H02D6UdIiVIZRTHh0aNHfqdjQGvd+qyyLAs+rwylshaohsF12+cO5TbW0OgmlMNhnPNkCRE3yYwL+304JusEDoUFtIEKR201lbXMtabS0SRoMYFFSPT1CeEXLwdHmXQurOXytkWL/2kAbQRaSWrjWJYNVaWZZtIvhHYOmyw6imvu0ufbSjIYkX3a5PB9v6rJWq88ONZsuL2RsLKu/O3xZHY2vHYzEebu5Y0Hrl1kXWPep7IPkcZKmr2Ehge2yL2yJ8LMe2yZwdhgMTDjbLx25JptsmnAWDFnhMnzmNlkTQI904gQtJ/koq1ljAPckNWXZVlr2kt9V8NNKX00iz6QRZNfJHvE9L35cEKeFyyXyxYI07JE31YPXE0AUGeDv4oOuIJG5ReLCpyTWBwaR+McS2MpjWFpLddGUxmvZWk6mrpwAkWIfkFYkBzVJWcRVnY+NIH3i0kPko2BqjHUjUELAVK1QIenPbaD6th73b5ot6ub/ntdHZzdIJ9hvY6luy3f8fx3lzEz9S75jDExx8CsB14byjB8hkM+4yb5TADXGyH7gtCNQWtXxBNrvr/d0gMtGcElndUn5zdMZqLWFYGrMwGqXgR06IAL4povUMpH1oh+rqqq2nBPkZhR1579N51Omc2OKIpJq43FTSmHZkkhBDFKhHUWbTwd3jMHg//K+YgLnQYmsXj/VB0A66JuWBpPuFjiaAAjBCjVjv0Kr0lJBMobHH0UDedwLoBWG23DX2ulQEtBbRzzumFeNhyrDJsrLNEv5kZj1a34cMRhjeWHpIPfZt7ZB+ibl+F1orfvKw/AdY+yubGuO9s/vrXBhwvGrosei803vxkyNtu7SRqpqSnVeBAE0KA1G3rAibNykRzrS6ptRbNdjCMY8+jWiHXbekSNLBIw6iZuCGmoqqoFsevraxaLBc65dn3XZDJFqaw1SWqtKYpihYovpSTLMypd0uimaw0yaFkIjPPgpZ2lwdJYR20si6am1sb7sayhAbQQNEJhpTcNImUXzzCk5fBruaRQHs0QOGOxgpZOb52PT9gEoMP60FEvlyVHRc7xtKDdYMU5TNO09bH2/d64ZayXQ5kHD1U2IWTkfO5xz47Wh9dY3kLgunMb2o3zERvv2e24WMl7kKZYn9r20r7+TulNrKh9Tb9Dk0mPOkw0EbY62OB+f2xs4EyBMPqzxvxNKXswy7I2nFO8ryNWiDZArhCiJV+k93kqvOqZJLMsW9lpOM0z+p/a+sNhA2NQ4wkXpTZUxrDQlqU2NMb7sioCOSOY8UT0ZRE1Kh+NA2ExwiHD4mU/xAZKvjVgLEI33jwpFdI5HBkmTL6uq5ql1tTWMZGyjRxvEm12aBZN3++wjdxEDjFJOoSMsWBjW91X3lTAivIWAtf9qL1rOXsb8exg86w7SPM+5TCTi0N3vkjicIHt1geZzucVrx6jF8dyxcE03bE4Pd7TgLKcouiiaTjnqOsmxKL1QWCj1ga0QNgRNCLgyTYqR/xEv1gsSxRP5lCRMxjWaYFx0Di/OLnUDfOmYaENl9pQtmZFcDIEDkYgRJbUg2cmOuuwxvvEopNQB2A04BmN1iKMIasaH4tDSkSWU7gJhRRYJbmsSubNEaW1HCmFcwYXJgNxndq4j+VwE9guj85svLHd3cPcuTdhS/7d9d5Nfq43Qd5C4Lof2RebumZ/1236vjTO2+T6eoDWqI0/ZY2l+q1Iozb0EvH3u7BwF8KWIpq6bsKaLUvc6TeOf1FTmk1nIWiuoa6boEEopJKYZLuPuPYrLhptdINUMgCfQimJQPLk8WOOZkcslku08cGZXNPgsDinCSFymUwmaGPI64bKeZOdcY5KWxaNpmw0V4sFi1pTOVgqRaOylnkbiRwCiRAKYzzZo25qTOOBtbEaba0neUiJVd5kaEWIk2ctQluysvG/hYAso6gbCqWolGSmNadFwem04OTRKZmSSAGF7BbFGmNbf2T/Dd1FX9jBKrFrlgfACt/2bp7Umwha8ABcB5IdmHCDv7u07ps1qDHPFuuLeKB+vS2ZsWfZ9HzrzDy95QsbWFUp+KRJjEULaFljJAOylBDWcAnRaQ3OiWBec+GhPWgJIRCKFmi8qc+1O3hEQ7FXQPweWM4JGm2wSVIypaKHYwgwzrTrrZDerGesQRuNkJBlilxlKJUjpMQiyCcTRFODDYugDThnMc6gVIbMcvLJFKcdTWNYGsNlbVjUlrKxLLWgcpIGgSXZU4xA5gjRNrS1aO23UfE+tRCR3lpM9MCEh3QyeTbrmYcGhbU6pG4wQmO0Q0vJ0sD19ZKr2RxzfhQI+TZEpY/vwrMwE2W4/3cEwLb3rb4JevXyVQDbyq5j4A8VsW2MlUVs8Uf302knWRueq2cKX/M9Xtd7FmRyf9rndh3DhhaiaCa/+XaQnyngWqnCV8amuZt8Q7PqNfhXM5kS8f+twDKUdWA0vGbs72hnHDHqrqMSt7+FQIZ1VF6ixhS8lGHM8rTxgCykHdt2JjMHDtkOWg78Vh/4Bbl13aCUj6AhlQdLD5BdVUagsgSShfSUc+dcAC4fNWOSFaiswAmJtpAVBTJToKUvk4z+O0MmC1Sek02m2FJTNY6FMVzUlmVtqRtLbQXaZd6PJVR4aB8dXjuHabU0D3zahODCGDxrkVBnsTHgNzITod6c9fUAOOc3ncQarNUY4dBIytowny64muZo84RMWGTcP0vEPh20YSFwwhP4u4A127Wu/sAd32V33tphe/Tm2zaHXTqZWHeNS/6K/qE15Vw57k92Ka7pcys5D8yEY/0n5iDY3We4yScYfcP++wNwrchYcx3TRd5ED9Gmkt9dtIxDyutnmmjJEoM4gRGEYszAttOuTLjjzD+CVzdp8MfSWSsYY5MBUbQfqzxEeeJEknpCRIjxCv2uxZJiMiGbFIgs99pbJsknitmsYLFUNDXoqiFXCvDrwYrJES5zFKLg+tMLns+XvFiUXCw12np2oRM5RnmMsVKig+mvahqqpqYxQduyPpiua1E2Prztns8JMAl704EwEmEcUjuoHVYbMA3G1TgnsVYyKSTXznKBpfq+dymmCpGFpQPOJhp1rCwXesfuWsHdyy7t/XUo56q8ruPJWwtcu1T33q9kJ6S7Dzjckv5rj8hjfoKbF/q2dvohFX7MnNi7Jv4rfJBYf230b6VswHj10LzpNYyUrNGZFy1SSFpDpyAB0n4ZQVDXDXVdkxcTVOE1NaFAZYJJoSiUoJag8f4ohA/BZISiMg2XZcWL6wWXZc2i8fEEjRBBMQoMQ+eodUOlG7Ru/G7L2m9LEsM6RdWwC7Lm7YHtLD34sKRwSOF3jHbaQmNg3uDqEnSDMw3WesKHkznOZTSLhuqqpJ6X2OwIctm9g/bjsTLFsPi7MwS/Khlr76+/xAnG6yhvIXCN2LPD37FhsZ2dJcFwd0x2jbwKxOgXbtuj3Fc59pM1940kOSRV3IYZNTSVDD+e1RdAq/34gong7+qYiN0eXrv478aOu+gAckFzSMAqLk5uTZDOUlU1ZVWRT2fk+LoSEjIlmOSKXEmUFCghQPqdiS2C0vhgtpdlyXVVs2g0lXVoIUIsQp+vtpbGWpZGUzU1xniGpLGx5wRNS0gf1okQGstZX3cx0rwDRNwU0vgwGY2B2uAWFa6ucaYB04CTIB0i875AWzbUi4pyXmKOJ+C8H885QdxOJXI7YqnaKl7jQ3oTF93epaz1eb2mmPsWAldnMkjmxmukG3y2jre3aed7jOfrL92UiNjw6z7lDnLeAFqHYkMNI1j003VBAxBeUwimwBiI1jPbxApwjeUxdN73TI8rN3iNwYaBtyxrmqaLNF9VddDQlnz67AWonMnRMZkEJUApwcms4HKSUS4VSynJihnaCRZVw/devuDFfMHz+ZwL51iqjBqoCREsnA80vKwqaq2pTENjDX7XYoiMQueiGTQGdVKo4NvyPq0AXn6fE5wxOGMxdY2rNdQa5tqDlrMgvT9RKcicX/9lSk0pS559csHp8YzZdIoqZCBkiH6lEZcyuKj0vbbmrn3lVRhSXte6ewuBK8oqgI1ecx/vJfG5JnoRY5mvL47o3RVnmJ289vbBg8nY2p1DU3ojgHW+pQHdOm1e9IEomvxSEEuBKzUPDs+14IffIgRABN9QXKCcxjW01rKYz6kWJa4xyEIhQ9mKSUExnaJmNbYxXDuYVw0fXVzzwdUlC61ZAE0xo5E+QG6lHXWI8lHXNY3WgR3oNTVPqiA41gNwOIUP6iSRSA9cFqw22KrBGYvTBlc3OG3AGGzTIKxDGP98zgZCigOw7QJlIxWNhLKGFxeXvLt4xMnpEXmeB2XAZxZWJPRMhW+b3MtQNSRrvIbaFrzVwOWl45S9+oF9d71oE/ki/B0Brftcj3GbvA5VznXspT6Q9W0dw465Cy26rx0J/DLamG5/UbExZq/nS82M8bd1DmFtF23DiR6I+sXDXbxDow1Wa5w2yFwFbVAisxw5KRCTgkaVXCwbLsqaZ2XFS22oHDRSofOCBu3DObmG2loa4z8helMwHUbtyvm/ztPZWw5GtCxZC9riaoOrPFg5bXCVbrUujA4gKJAhxJRnroWEbFhxZizGChprmZclZVXT1AZ3FE2o/vq+qZCgCXoTZQz6O6z3m0p37x5puAiyr04295M19+CQA2LRPnV3V+vE3nrgEiPfenITPEvuETtN8bobdnuHaadcTXu1IazLf5eH270Cbhv6phtUukE6TXcfGesQo3TegWrasgcT35QYnO+XLWpTMrkvpBPqLdWCUpLFmK9rmFdqYoy7IxM0LW0MQkoykZPnBZPJlDwv2oC9bUQOB2iLqDWqmCCysAdWlsP0CFsZLt0137665MWi5mWtuZIZWgiMkNTSsaRkrkuuQmgpow3YQN0XwutbcfB10W8VNDAdbJrOYTFQN7imwS5LbFn6fVCM9eGdrP+AnwJ43An1Guob6+vEOIt2hsZJGie4XlZcLyqWZc1ZpNW3f1zSvkJdsznI2q4y3u6T/MLftE2uLLW4ZRnGytNPezyHbZO7TX26Wx4SJxX7TPjuxqwf5S0ErtWmms69V64W7E/O2Lsn3LWDbN01u+R7SC10c1l73ohdG/JoknsMR3s83iqIhUXEQfvpr+fxPi4lszYSe4wnqLVe0aLG8hgSQaDbWNJf64HDh3aakmV+3y2APCtQMiPPLEoqTKNZXs05OT7xGgqOKpsxz5Y8dwt+93LBpwbKrMCeHFFVS2rr0A7mVrPQsGigQWFF7oPuYnEGhAVpJcIEe5zz8QIxnhloGwe6wUfNFWAbnNZQaaj9dViQxrWgFOyN/pnxSwDA4KwmLtBGApnEKYkRngm5rBrmixJjfCD6/iA+7Ol3a2W58XDwILeWtxC49vEbtbrN9taXTq3uTXbN7HXpOncA0KNJHu55x2acqTbmwcu2uwkPJdWa0s0hxxZ2pveMaV59NiM+3p/1oZSMMT5SRdD0/H5deKuasdRVzXyx4LFzXosSkrlzXFrJtVNU2QSdCbRwNFbQOEVlDLUx1Nqhrd8oUoocz8qzOCOCD8r7otA+TiDWBL+VC+AFWM8qBOnXFRvnd4b0gS4QNmpowXyX1onwsSARAuEIsRczMlkwmU3JMpAZICWNNlRVg9FeQ23dYoSFx4nP0UFLw99Fuz802Wdw9PXppncg67SqB1PhnnJYI1mQN6jhvXqP3r5y16UdmG5GTCdDVmE04cVAud5/FaNoBNOY80AVo8DHtIZmo3VmpHRDyJR00Z7TmtpBVVZkygeVFVmGlAEksOimYc4SKSXvGIMtMkqpeF43PG8kFzbDHp3jXImpGuqyptKCZWVZ1g2NBWslSuaeXOJs2GQSZI03BTYG22ic1ljTBPOfw4dxD8giFFJIv1uylQG0hGcWmugriTT/8E0AKiz8BoRwzGZTclWQq4Lj42MEBiEMQinqWrNcVDSNQWWB1ZnsTJ0uAI+mQtzq0on7llfr3Tq8jPmK77Ne31rgGjULDo7fTTXfFWTsl+5hrPvb5c0ByKgy7ycpeDkXtSkCVd0H0xXG10BRFC2rcGgujMAUNbJUM0sXIqdrteq6xiGQsultRhm3K9FaU1UVi8UcpRTzpuJRU6IzxcIIvnVleG4nLPIz3MxQXX7Msqy4vq64ulhQ1pqqMUynRyinsE5TLivsVY1dLLFXV9iq8iClA+mk/YAPTyUBhTSeVejDU3mwAtkCVyQnCDyrMp8WPv6igLzIyXPIpCPLHJOsQDgJVpIJEfbsslTLkischbNcXV2R5+fBdOqByytXN2yNrxxZ3pye9DrI2wVcibd0zGU1/L1PUxm7dvz+kRQ3Odl2ln1vvkFm2zrvyAO/yV1taD6KGk/KIFz1Q6X+E1rKsJR+S5HILPQx++iB15jfq43UYa1fHGx80N0YpJfg/UlNktFs2TQNVVVR1TVOSUoJn8znNFayzBwXGhY2o3IO7XKaGqpFw+JiTnVdUTcabRyNLrGNxtQN9ctLzHyBW1awqBBNA9a2ke8Tznoof/oRCBsiwAMxjmM0xwtAKh/JfnI09ZHkrUVJ6RdLZ5ApRyZk2BHZUJcLrNFY1+C0I9cNOY7LyytOz47JJ6rXLn29ioSYsWoqHNUO4rixxqx199rEm9eTDhEA4KbydgFX4i3dnZawG3z1rnC757F6813JARrNLkrJPc9M77Iz+MGtG9CGHylFWHxMD7hWaM3hvFLRhNcBWgQv6yzWdUxD4S/CawphTyxrMULgnI+03g62iDZ2YfSl+XVWDWVV+VBMVmCU48PrK7RRlLng0k5YGMnSSOpGUJWGcl6zeDmnXlYhKK6jRGNrjalqmhdXuGUJdY0sa88AdKl5Lzxw8CkJ4ZACv62I9IBh8f6sNrhuUp9ZJlG5YjqbYbC4xu/CnGeKIhcoaRHW79dltaauGqzVOKexmSPTGbmAq6trGq2xtvBBd9s+lsxeR0yFYxIDMW9qa/tSwNflk/zYQdZd9MrVw57cJXtwnbxFwHVTVTtO1Ua/bs3m4Ap+v9/tdi2wG+rskN6t5c0yebTglTj1u4En0uA735fvmAnbMJqnnMNayKTykStkjpQaY6wfhJ3FWgPWtbqAQHi6uTWexRdMhDZQwS1+/y2ZSSbTDLDUukJrS6MttdFU2lAKxbUTXJXw0befkZ8J5EyyFNL7sZYVL793xbPvvODi2Qsunl2wrGqs8b4snEMgEQ5E7aBxoAEDwgRtK07WhPdHCakCmSIBMRw4i3Qa4RpsSEQpyHPF0WxKliuyTJEVGVUl0c7RlCVmknnau9UIC3VZsZgvqZalvz8TqKOCsjLMZcXziys+vyyZTH34J+UYAa/d28Bdiwg1FBgjO9yRPsNrNpu8gRwa1N5w4OqbLTa/wNXGOWSSrb9yLJk4+BxYxODvTmW5hawqD6xvX653HaPX7lao1Vnp6mCzcW3JSHqjFPT2ctcrc4wq7oK/ZuxtptqXUp5YIARh23hfXGttGPS9JlSonDwryE5yhBKIqmRZBSq98B/hXPjqfDgk6WMiWo8M3nfmLE44ZO4HeZFJtLPoRlNrv19WYyyltlxoy3Pt+Fg79PI5x2eK2bFAKE1Vasp5ycXHL6hfVti5gQpk5ffTkmG3Yimcj4MRyuF8BXQ9zHqtyj90W4k4KRBK4AMOG3AGJRukMMgcnFAoIciUYnZctNu3GGOQApQU1MayXNYIQDc1wvpF1brxgXzxkaAwxnNBamO5uJpzvVgyO54wmU69QTVOPlowDU0qnWjeQDMYb4cEok4ybmwxJ8atWNp50sYyuEA6aW/eWcbKsc8azBUNyg20xT3SHBtjDwFgbzhwjcnm2dams9HpvpvsgzDDEowfHYHW5Oh2VW+swa4d6NeVzm1/IpH8u9dsL5m19/O8XUMedrQVxmD4N3ZCMXKvNyf1wcuDFsHMpdrjtt1MMpqZOt+TcxYlM4rJBIPftLFsyrZiRasYp5HlCRqXCwAWuQ0KETZ8tEgq7TW9sjEsG0ulLUuteVY1fFRbvldDeXHJeTnh7DRjlkO1qKnnJfMX15ilgQakFgjtwcC5oPDJuCmJH+ltcFxFUycuFEqEva7iRo5xAkBcVGxRwpJJyKXCKR/jUSlFXmStH7GuSr8DsvPgX1U1zkJTNwhrPR3fulYjNtavy7YOtHEsliXL5ZK6nuHEtBtYXfRu9TvILnT4m2gF2xbx9tJPnBO4TSPRKmBt7JNrJuDDcm46P1ye0fapUP+tp3IbOIvVOk/PHcqk+BYC17ZZz7az+1boYUxja5rT+itGbrgzI92NEh5D1k3Xvx7mxbhBI/Q7e1HkGOMHXWObzg8mYtxBi3Mao2tEkTGbFcj8BIelrGsaYzwQyOC7CuY3C546jkSqDETuOQ1SIIscp3IakXFZCqrGUGvDvDJcLkoWdcN1VfHh9YIXWvDcKRomLJeSagGPTiXl5ZJmUdEsajIEhcioRUYTND5rQTrhzYL4LVWkVDip/KLfYP4jAAlCgJQIVSCVRARN1OIHpElRMFGKXMG08MNLJKsA7QLtxXxO3dRorWl0g9YhjJYFq8Pir7BxZrvzM36MNsayXC65vLrk5HTCk3dOW+1qVyt7/50H692eTfC+CQl3K2+Wif8tBK77lu0mr53kAO1m78666xU36dV7Xn8f3X8XTS9uk9EtNo40dgItPqznst40JZF+YMdinabRjqqBqs6Qee79OSoHp4IJTvqwSMQallhCwFrj6eVWgNZQVxZHA8JgbUPZePr6da25WtYstWZeN1w2lgWSWgiQgnJRc+mukbrAlg2uMbSkcQETKalC9AsRTIWeLOiQwtIa2kTcSiVGhY8zbwdO4yyenJHnZMEEqCTkReG3U8nimjiJdYFQ0dQ0dUNdlWGSEN+DxcWgvX5xVu+dKCl55913OT85YloorPFxC6+u59SVZlJIJN0iEG/q7MzFmzSB+C72b4SiJePso3m9nvLmgBY8ANcdyCb1X6w/chOL4y3a2vZbN2h7dyA3MDzulu6WAatfBtE6+Nddu7I2i1hmP/ga26C1oGpyCun9VQiJQ4XtQvyOwREsnPNDNtbhpNduDALtHIvGYbBYJwIgGipjmdeGq6qh1IaltpQIGqGwUoKBuqwRekHhpmTBP6TogCtXEoUPbOsCcMW1WUK69iWI1qzqn82zCH3EjixT3ocnBUI4lBIJo9IDsPGc+LDeDZZlRVPXGN1gGk0bxp7YnINRKjoQnQAsWZYxm0148uQJZyczJpmkrq4RArQ2NI2myAt/C0kbis8hdgeTXWnvw8t2MUU+yOHkAbjuTUYcpiNX7YxHD/1jJ0kp77DdQRy2JmyvGQ5I8baoGUgZth9xDoTBOE+eYAm1cZSVwStnGcY5GmOpGkPTWGwIPuG1MB/w1gmDBrQVzI3wa38t1NpSGUfjHKWBuYbKCiqrEHlB3GJEV5bFfEFFRW5yTiYzMqlCR/dagVWKDIG13i8XiSJACM2UPneIB+9PkGWSrFAcn85AKBxQNRrlLYg+TevXmVljfO1bgzENy8XSMysdID2UOudaX5nDh3xCerIL1r+7o6Mj3n33KV/68pdRznht7ygHKqRSlGXFbJYjg4eum0iQgNfhOkyfcNA//qoic3zW5M0Hrldoml2b9S3KlN72Zlmd95WbPN0QbHZII3Fb7uKTiOuRIA5QcQCX7b5c/eIErSsQGSyW2jToEgo3oTEC6zLKsmRRa0pdsag8pd1YcCLDSYVFYvA+MOOED35r8NuLWEdlLI0TNA6WxlJqg0FgZI50HrSkFdhKg/bgY6oGmU3JBAhjEMairCVzlkJKbFgoHLcuEXSamUAgJORZhg+IITg6OSbLc1SWYZGoLOxEvFi2FHmlBGVVoY3BGoMSAms1pmmCSRSfYwRH5zwyxlwDaHmtDaSzTKYTptMp3/ve97i+eE5TL5lOJO++e47KztDa+slBCNTht7WM7/nuepD3a9IuOk+XUjyA193Kmw9cB2wfq4PaZubPxkWLbp/GO57P4Zt+l8/apQAHcDjvdv9Nnm5Inuk/yzA6wrqyjLGdwBMz0hBMaVDdjhofyBgxnbh4OFjYTPiOszhp0FrSaMey9D6q0hiqxtIYF4KmO6z05AYrfFBd43zQ22XYh6qxlto6GjygVdaihd8VzEkPPtI4bGOhCVHbHX6RcTYJUSw8LU9Yi3DOrzUTHuCErxSvmQrhLXhSILOMIpMIb7xkMp2glEJIhXFxUbQky3JMWNcmhKTRFhPK4ITDGucXVOM1qzaGYGRTjL3mVvOVnoxRldTVnMX1BaapmM0yJhNJnkuW5TnGOJSMi6GjzyouTF5ls21j3+0qKVD11wDeJl3Bbmu9xmUXevrOzF5BWF6wPe3R2xMmYfr7tvJGA9ewoWx8YWweKscHs9U7HJGrcEhYua/Z2a72+5Hn3rmxrTHBic7Mtquk73fMDJOWaSykz7DMQ6r88DkFAitcG2x3ONAJKTyTriUt4MMh4UmCxgk00W8FGm8SLEvL1fWSyhoaZyk1aCcwLqzztQG0Am1DO0JEC0HtHNpaGufQ+LXBtXU46YkYQvrMrbZQGWg0znjfWnk9p85yJs4xzQRYg3AW6RxKiLBuyyHxkSoikUIQ6Ou5ZDbJkdLhXNNy+yxez/RV4yiKCYtFSa01CEFjvE9LyAwfXV94f5frPGbEQMVtikDb5Vp6CAjBsipxLyxVeQ2mRgqLtRnPlANhefL4nHffeeK3lxGu3esyglfaLobtatg+dhER1jS0kxjn2q1tdpXNk9owWq3xo91ExpaJbJMY/cUXZTPgbALsIWgdQit9o4GrL1tMQLukEM3t29IZZRJEaLwjA99rZzdMtDfSog21om3Hbz/7OqTEdVtKKaw1QXOI+kHg1Lm4+aP3w/hdPASVEWgKD0hGsHh+zfW85Opyyfc+fAZ5jioK8uMjdKs9ubChIxjh0MYEjctS41pzXm0N2notDQRY6TdndA1u2UDt/EcDRuCcRFeaJs/RAkQ2Q4oYjslimwZrNH6EF+1GkMZphHQIKZnOppyfnSCEoyrnzJeLsEhasqw9hV0bh5AZdaMx1oFUGCdxIq4JAycUiIygj4aaTraIicF6ew6jLr7IcrmkXM4BzenRhOPZhCePz8DVVGXN7/3+d3j36VPOz084mhaeEEPEwW7i89aZ70bGhDeT0bi/vEXAtW5g3COFDe16FDd6WYrB39vKIMfXrs+JkW83TeduOtvNzBKdqdDPqP1iWIg7G6cU7k4DsUisy2gM1I1lUTY8f37F1fWS6+sFBoE10NQWMRU0hN1C8B+vfdmgrViMc9TOxt3t0doH3wWQQvmgvAactrCoWsDCKg9q1psfdV2hqwxmhac/iKD9Evbcsp616OvLP5d1/t6oAQkpECrDCUnTGBrdUNbG46YTIB3G+ugfOBl0pUiJ8VR/r2GlWpav22ANpFO3PNT4vijB+aj0DkueKR49esTTJ+e8+/QxZXmNbirquqIsS46OpjCbYJ3tkhyYCe+Csr4Pc/WgkuL8ZwSworxFwJXIjtrJPjOwW+PG3hrTDXO8xbPfF6W3V8Qt/W3XaksHpNsOTlHjiiYl52K09i5Qri9bMPE5T3XXLqOqLItSc3FV8fGnV8znC5bLiuPTs7B7vSU3gsZZGgFaBBDDoa2jMQZjLdY5Gqs9cOHQ2hIH9kwKbGOx2mKrBhZ1CLWhOvOOEzhj0XVFk2dYMyMTIEWk/Eet0eLXFfvjNvjAbPC/GWtw+EgaxglqbVgsSxodNakQnR0VNoeUIGIwYZB0vq3IHiSufRPBHBZCSQnXUSoIpkxnRVDOBHlR8OTpEz7//rs8eXzO9dWE+fySi+clZVnRNE0wD9LuDpFGfdilTbzpWtk6/+3bJm8ncL2O72qvMm0arrcMxgd69ru0TIrhjw2PdNsydFrXjiAW7PmdudAGn5aP/mBNCEfkOr+MMY6qcVxeGz5+vuTl5YJPn71kWdZMJhPOHp95c1et0U6QHzlqIWhwLNBo6RcdG6DSDTaYIo3WITivBxgZ/sNZ3LLG1QbqxqtuLmiKGQiRgfOLfuvlgiWW8qhATTMfk1BJlMoQVH6DTLyPRkqJtjqAmWC+cDRNBXgT5vx6SaMNjXEIWSBkBiLDBa3KEXZubl+qbRdXIxSozG8q6Uy3NrhbLBYO4MsDCKl48viculqim4qnT885Pz9HZRm/+Vu/zWzqI8PPjk+4WiyYXk85Oz0hz7qtVVoqjRuf3LwtMrQuvO3ryt5O4NpDbh43796G9pFzSQO9o1K8qc196ITv3ud+JskupJM3GyqlMMYipG4HaGMttbEsloarecMHH13z8YuSRakpKwsyxzhJ3RikylCZNxculhU2z9ASGmdolMUKzxDUcesTG5h4YYdkHN6sZyyuMdhFA9oitPUxBwU4IRBCB3Og79rWaJqmpqoqZoUMriSJDJqZNcb7vYQE4ZBKBVBxNLrBmAb/S6CtZzIK6YHIBeK5JdgzCeZC0UUdCZXZfoQUCCeRrg3iRDBcht9xTZwkyxSf+9y7zBdXLOfXHB8foY3m8vKS73znO5ydnHB0NOHs9Jiq8nuT1U1DluUDIpBXv95GwIJx0LLW9nbzftvkMwRcuxEGdh/etneA/RrNOgjqHx+muE83fJX8jl1o6VFuS5ndZCrcJ+3oa5HSg5dUPiyTwzMCG2NZ1pqLqyUvL0s++fQlL680tQZLxmQ2AQHaOvJMoaw3nFV1A0JgVDAZ4kEL4dmALmzcaD1f3msLDtAWpy12WUOpwTikCV6haKVTut0XSwrp11BpQVM3GDNBCYkUKvjwIK6nctbipESIuDDY+C1ZWlqZDNgUvgfQira5tk5tIFmEMGHeb+YLF0qFEK797rBYEcNJBc9YnHhIwdn5mQ8A7AyTSYExmmpZ8eL5S0xjsPaU05NTmkZTN403F04zbyqMNG6RUqcGy1hE+09LvNlH7gIH2xIcYFlKZ+6+XXDbdhH/yADZW+C/5u54Y/SjdsdvJp8h4FqV+9refjcZ8TkRXdX9Xzd93Xf1pJuhdT/ZvZPtCD4jGtjmtLv6VtH/IkEogXMK43IMknkDi9Ly4krze7/7CS9fXrNcamR2jMqgbmqm2YQsz8mVCouUwRnH9XKBNT5SRo2lMf6kQOFciItorOcu2KDNNBZXNrhaQ+XNg8KBjONJwC5htGfzKRAorAXTwGKx4Oz4mEwolFDMspxaZSwRGOOjYnjwy8LOy3634mj4A78JpLEmsBGn+B5kgQpcDjYHPQHhAwoLYcL9Yd8uJ5E4pJAoITzxIqRgnG3fqAtap7WC6STD6gLX5OTSYLSlrisgY76wSGl49NiBtCyqiuvlFcenE6Q3NvZAoFuvt/q24/HXZTTYtx+lFPOobQ2P3xi8wqDjhNs8v14pU9CmXfzegddtx4nPDHD16jpOItdcu0+VHmTB4ZrGIEZ/3d1OozuZUUbKOixnj9W8o9YzpiVtLs92CL8Jk0yE9UUShZAab/6SGOu1A21hUVuuSs310vByYahshshmnJ/nOJGxrBuWukY7H8XCWusXCAvp12kZgzUSIxwGhwnROKQfy3EG7/DyIzqYAFpVA9qAsXFrr7YGhMNvUmn9IC6sDaZDH4GirhuaWpPLnCxXTLKMaZ4xLTIqbSDqQErhsMFX5VAyTJ0C4SGKDYAqhM8Pq8FIhJW+8LGAwiKC2iiFiHoaSsHJ8Ql5JinrOVfX1zTG63dIF0x7FmMahDMo4bC6QeUKIfzeXAJJ0wjm84bJNKMxhvlygTEahUTIbgfkVjmMWmDriUva6x1a1Q614HlbHruskxo7vo6staJpremSqdbVLoNIJlXxb/q4t9FWP5PAldb/sO4O0oz2TWSvF/iK54Rt9q/X/HRXWQf6QsRBzvtqEDaEH5LBtCTQxlFrxzLsh7VsbLDYSZAZWT7BCYlyDqGkJ1UI729wxgagot0N2RiHlSIsZAYrbAg07wJg4enu2uCaPmjFNpaavHx8v7BplbAtaAl8TMJGh+1F8hylJHmuKIoMsazCwOO8GS+8VodDSOXZfSaa3kI92VBPgb4XdRm/N1m3LUmIDeI9YdJS5BlFLpBozk6PmE5zylpR1yW2NGFjTo+SzhmM1j7ShxQY3ZDnGUp6bcpagdaWsmywLsMYQ1mWaK3JZI4M4BvL1875o+bBm9iCd5MheO2zuHpTFI1ReQVutM8McKVyG6Tf7OBNVLmVl/l6dZPR0uxVxNfnWXaVdRpYpLyHqzq/h/CRGCyK2jYsG8vVsuGqNFxXlnnj0E7ihMIJS20cWaGQmQcxYx1SAlJhnaXRmjr4r4w2gSguPR9BSE/9drRaFtrg6sYzB6vaH7Od+bjXxMIOy8YapA3kC+nzF3itrw7UeMTU76w8ySimGVxbECboIAohPSnEOM1U5kgUxoBzygOWBUwW7JMWjPJsRynANDgacBonDB6JDaARwvHo8SlPHp/RlFc8ffKI46MZKpeU5QJtGs9iDNqdFRZdVWQCJnnOxfyS4+NjVJEhpJ8YNFozn88xZkZdG7/NSa3JpEHlPgiwCO/zbWfafZbkMwBcY6PxTUAkOpu3ma92PHfzIhxERjX/bWn3bni9gPhQ0u4RBSAkBkljBZfLhotFw+XSUJqM0loq6xcNq2Lm/V+1N1E5FA5B1TRUVYOwDmkcTipQkkmR4wLN3WsXQTuRFikyv9WIsbhlFejuBhqbUAjoTY7aZdDOp+WswQqBdBlKSqTIsAbqpqGsG460JlcClSnySYGUDm21Z01aEfkX3mwJIPwO0MLkIWRUNBUGK1wWNFQanBP+r0jD9xqccAhpOTqa8PTpKbaRzK9f0tQX/MAP/hBPHp+im5JqeR0w2CG0RTcVxWSCygoW8yWPnzwhLwqm0ymLpaYxDWUlqOuGLJMILItFRS4LcpUjJYEcsg+jcJe2/Xa2/zdF5PZL3nQZa1w3aXCb79lFW+5dc/gi3H1ye6Hc6yPronb3j7dHk7+BQYhgWWmWtaFsHI1TNFbRWEljHE5KH+rIOhZVxaKsqBpNYwza2LCg2OcnpSJTmc/XOpzx5j+MDWZBG4DKxx2M5kFvyROBQyHacrrwb0tsCAulnQ1BdfH7ZCklsc5rZNrasMuyQmYKKTzJwlqN1Q3eH9WZT2MoNCF8NBEZdT4fQgThQEnIlEOpxlPyfax7X8JQpT5/jbWa4+Mp1jYslz76xenxjLPTY4pMooQjl4JJkZFniixTKKXC7sneHzedTtv1ddqa4MMzGA1lWVM3OgmSfBe2+zen/b+N8hkArt3ktj7S162pJ26Qna59G8WbifpAFf+OHw8AFlWOEBnCOsGi0swrw6Jx1C6ntorKCMraYIO5sNGWl5fXvLy8Yr4saRq/Rsqv4crJ85yiyP1i32AitLX2IKVDgNxG4+rGmwgrv1aL4F+KoBUJgEODoYNApfdbiljjtTQpJVmeeVOis2hncM4/n1R5WLvlcEajm9rvjIxASeX9dM5rg+26NuEXEfu9mz1wFZlkOhFMpg1SeuCSLpDgnSd+GGNZLpdcXV9zenoEaMrlNZcvn3N+dsK7Tx8xm+YUSjCb5JydHHM8mzEtJmQqo2k0Ta0xxnFyeoqUIvgLLcuypq4M1krm85KqqjFxDVysn0j9X9vZt51/kNdF3nhT4d0r7LfIYXDrfRoX1hKlRlmB3cHblfG+nnC3fG5WksA6i6EdhCde1BpqDZUWVBpKLShrKBuDKyts3aC1o2kMxvrI4cV0wqzwn2ZRIpUEKX0UdWMQxoOVkGHhrvWxJpwJGpd1qcJCq/7IkScTdLOvoAlhLdY0WCnJcoXIvIYllF80LESGUhPyfELdaNAaZzxQIgSCzJsLpUPmDiENKmpjVmN0WOgqNJ9//3OcP5qhdcXvf+sT5vMGHcJQdfEeLcul5upqiSRjkk2Zu0t+93d+m3/33/2jvPvkMT/wpS/iLJwcH/P0yVM+9+7nKJclL1+8RGvL9aJE5BNOz8/IP3lGo2u0MSwXNdMiR4iC+bzk5KhCn2jIVaiWt3Px8WdV3njgOpSms75N34J6vgIQdyN7lW+0EGLt6b33EdpB9lmMvP663cu1jlk1SsEPZrdgyYMQ+kmpDOsaGq2pami0NwM22tBUFaasMVVDow0Wi1CCyWSCFBKtdRi4A0PROk9dD74cGg80zjiv5dnWyUbwurVaVmyPrUbdzlCC0dD5HRUjuy9G3pBKBuAEbS3Gq5ZkKuNoNkM3NbqpfSxGY0BkSCVa1d05i5SOLFdMi4JMFlxezJlfzbFOkynHdKooihkffaAolxptQggo0ZLgaWpHuWiw2jGbzJhNj/jk40+YX885PT3l+7/vC+BABZPqYj735kEBCElde7/hoydn5EWGrKQnvjQarR3OSeraL0aumwbnivZdD4PhrjDowsRgSOK5b/H7lY0yvEZll/23dpWxPrIujdHjkcmZnL/t4ucxeeOBK5W4T87YALrdQ9U5vdMBYoc7XoncRZTr+5Z9AGVbOoeoh9T0lmx12AIXCJpGU9VhoDSGutFUZY0pK0zVeLOa8uun8jzHGUNdVkjjUIo2WoVwfs2VtGAa431SxoYVxWGzxbjwxcW68OumItkgKTShwlqChv/4iBg4i8oUUvnoF40x5EKRCYEKwFWVC6qlj/KB9eAlVUGIM4FzGikss+mER+cnPDo74QPRUC8vaCqNcIZcOh6fT5kWirkU1G11xi1LHLoxVMsG3VimkxnHs2O+XX6Hy4tLZtMp3/d9XwDrWC6WXF5ec3V5SVFM/LMrRVVrsqpmOp2SFzkykyFqhgk7IUuapqauG+qmxrmjlfVDXXUN2p3rjt8UtA4BdnGN2XCE2W+/sLF+5dPct1/tsndZe83g+BC80us/0/tx9QEk/toXVuKL3v22fVK/GciFu/a6+SY5pfe8ajiO8urKIXDt5huSsFOwlMwmBZkQmLqBxqGrimrpt9OwzrMTpJJIIRFKIjLJcjknQ5JLgSJa+ASz6ZS6qjFVja5qjDZeC3N40JMhyrvoz7wtMVRSonGtlJ+w7teB7OIc+k0WveZU64azaUEmvCZ3PMsp54o6F35nZVuDc6hiispynLBY1yCFoCgkZ2cZP/QD72Cba+aXn/JiaVhcXTI/Fnz5y+ecnc0ol4amCeFyw35cUipwFXVtmV/OOZpO4fQRmSz48HufYC28/7n3ePniBR99+CG/93u/hxOK7/v+7+fp06dkk4K6aZCLJULAdDZhUhYBpAxlaVguNWJiWZYV1/M5T85PUE4Fgorf7PFtjVm4Xd6eZ37jgUus/Lr54C3EIYkKXTlu6mvZ/+ab5CTWfH+Vcpty3A70Wo0opOUEZAKmRUahBNIZTNNQKMnJ0QwpHHNzgTaGvChwzvidiTOFUtJHqFA5Qhsa6wPXNtbS1DVWa4R1CBN2U46alHOEiEUpC8O3TefC9iEjjx3NnMG8GCOjO2fRTYNVFikVCofWJVmhmOQChaI+zlDMePToMVfXJculpqxrujgIPiq9bhqWiyuUajg+Upyfzbj8tKQpNfWyQUnJ2akHrsXiGgjr3FB+UuAkUliurq84OXrE0WzGZHpEWVZcvLji448+RQq/PqssS2SW+61VhNe4TOUXUtd1zWRaMJkVvLy4xBrvX1wua2aTjKbWLBYLjLWosLdaZBmOhgED+hugPMiNZGDhvKsJwlvIKrzt4H0oeTO7wJB5dVuV/v7l9mUV4CNI4EJsPZjkijyTfk8rZygyydG04Gg2IwtbgnjqdkaWZ+R5hhSQhXVbeZYBfquSpqpx1odAyoRowzUR/8bQTULQxkiKcd+g93466X67SFP3P3DOtlRybTTaNGhToYThaJZxelJwdlJwfjbhD3zpfb7w/lOePjlBCY0k7JLsdUaMNpTLBVAzmypOT2YomWEaR1N7qvrx8ZST4wl54cgLSZZJZCY8z0X6si4XcwSOoiiYTI5otOV6vuTTZ8/9+rawI7KxfmsXJ0Aovz5Oa0NZVRRFzmQyweH3D2u0paz8WrJGG8qywhjTM1cN23e3t1q/Dkeq9RXJZnfF6yZxS6C7HjfeeI1rqxzc6rR/gvvdsc/VuzpvN5FPbiivi1Xx4BIWBePCJohe5ziaFBxPCo6nOY+MojRQGuvBKZNYJcFapkVOVuQU04IPv/cBoimYBECqq4qybkBIzs7OwMH8eoFuLnExTp8zft4fQ14IESJSdOVbrXi/XQhhb0aswxqDERqkwgmFaBofbQKLdv788fERX/z+pxTZOR9+0HBxYfkDX36H9z73mGfPr7i+vqaujd/uixxJgTUVdVVRl3Nmk4x3nz7h94q5X5TcKJpSc3Y6pW4aik/AWUsTwls5qzG2QbuKxcJirGaWTTg7f8yLl5cslhXf/vZ3ee9z7/Lo0SPee/89vvvBBzS6QVtDVmQgJY2xvHz5krPHxxyfHKFU5sGqNizmJZZj6qZmPq9YLBZkyk8o2hpc43cZlVfextcX4JUX7RXKW6hxDaR9u4ean+zfXPa7Y8PVbvh1t5TvZOJz4DRf3exx4GSGdtfhGFRWAtMi5/RkxuPzUwSW5XLB1dUVTVP7a4TAGuPj6jnIEGRC0pQVL54/49OPP6ZaLimU5L133+F4OiWXCgV+8XFYMOyDTQRtScQt71MfZIxGEX8LpIRJoTg9yZlNcjKlEE6Cc1hrsLZB64ZMKibFhKPZjDzPKCaS2ZHg8aMps4lCWE29nHN8JHj/vRP+nR96j/PzgkkugsFQ4pxEG8fV/BKZwfn5kQ/bpHKMllxelBRFxslRzmwKSmqUaMhEQ55rjo8Vjx7N+Pzn3+H8/ITj4xlPnjxiOp3iEFxeLfnk2UsaA5977wvMTk6QWYZxhizzIbga3XB1fYWSislkwnRa4KxF64a69j7DRhuquuHqeklVNWhj26j3HYkrvGfidOWzDAUHkqQK71LreqOBa6j6b2bL7E/WeNUmspXnI3nOTc/7OtoQRqT3zgbmm017de2bfo/IsOLHjL7ElFMYB7IONLLMm/ymkwJjDLXWVI1GWxO2PhEY6yNcCOfaiBem0VRlRV3V4Cy5khxPCyaZIpMxNodFuBiyKX23wcElIl0kAawQDFcKHyz35KTg3XeOOTuZMsmLsFOyA2f8gmTrNblMZkzzKUpmKCFQ0jDNJblUCCupqxqVWY5PJJ9//5hHZxOOZhlKeDOQddAYx3y5xAnDdJYxnWYIIWkay/V1HUgcikkhURgyYZlmcHaS8/TJEe997px33nnEbDYhLzKOT6cUkwwhBVVjeHkxp2ocs+Mzjo5P/OJp58iUp/lb602FzkGmMqaTCQ6vwTWmptGeGt8YPHDVGmNDOwhm13Tryghc0b240n7WtsWdm2L33lY+q8fHkj04e9h1I+Lax4jXtEVzyad/Xf944phlHLzcoK73lbfOVOjVf7iVgx48o2sHU8Le6yRuVbJxWaG/jmRwWxDeFzC2pTWMaLBPvsPnHb6nlfQSckOHB0m68YRfeYxzorXMxQEuU5BnHiTKRlNbgZbKR2OSCiclVVVxOp2CsejFErMofTR2ISkmU2aTnGmuyLEY6dDKoaT3o3mauwMMzgm/lsrm+M0WackXLU1fKETYmfnkJOeL33fKD33xnG9/64rvfueKT8oF1hqcM/7RjEZYyMg4ymdkYb2YaRZkLiMnI7dHLK8150+XHJ1kfOlLM6r5KZlYUpYLFrWksVDXjhfza84enXFyBCdnguulYbm0fPLJgvffP2VSSE5mOdcXCwolmM4Un//8I95555Qnj444nhQo6XeVfvS4YHqsUNcSXSo+/OQKkR/z+J1THj95l0mhENYwUQIlHQ7DclmijSPPMk5PTri6uMIYS60N82XJdJozETkfP7vk5OwR0yOHyjxxxQaqSJw2xIG2hbFY1zu0+b3iH44j0sihjiaybieDsXt2lXRNYEhwNK0Yt7PV9113TuCtDOl1SQHjl7AUIdlxoL3wdiPhWwdcXkZbyJrj+4hPI6aU7kGzq7xpxoi31pW1RhyiNRFaCDYJTxuf5BknRzMftqlyoEEbz6RDCGrdcHFxgXKA1lhtKPKCYjpDZooil+RKIpxlkisEU8yJZVHWsCgpywak6iasDhBhJ2PhWX1xEJBSMJlOOD1/QpEbjqYzjqYzfvAHztDN91iWNZdzTUf4aGiqJbXK0MUUWwiMhqbS6EYjXI4UR1y+rHn6+QnOOazRfOH995gUNZpP+M6HF5SNpXGSly8b3nsC4jTn8ZMzXlyUVE3J5dVLmuYR04ni6eNHvHhWc3x8xvvf93m+8H1PcK5kuZzzwbe/gzWQ5znvfv4djmcnHE0b5ldzruc1L15ccXr6jHfefQclNM5UzKYKKV2Ixwjz65LjI8+E/PB7HwZzoOHl5RWTKmdSZNS14snlnKOjGbPZmQ9nJVNVIhGxeuhB9pX7GS32NhX+83/+z/mxH/sxvvCFLyCE4J/8k3/SO++c46//9b/O5z//eWazGV/72tf4zd/8zd41z58/56d+6qc4Ozvj0aNH/MW/+Be5vr6+1YNslwNUqOvNU14BefZ2vepmqvmON41e9gaOAiL9Ek11AuEcWaaYTos23mC8Qgrp1ygBTdP4jQyVYjY9QmU5xgYaulIoqXBhh9osyyiKgjzL2jVGbZ0FLdArhwIRdrRNzVlSSM9WtFCVhuuritPTY87OZ5ycFghicF48MUJXmKbGaBs0S3wsQgvOSXCKunY0jdeqFosaEEynE955esZsJsky/8x1KahL0LXk5PiIyUQilUHriqapcc55xmWmfEirsKj45ctLPv7kOR9+/JxPPn3Bi5fXYAXTyYzZdOYjlFhLWS55efGCPFNMpzmzWUGW+YDB4N2BVVnR1JoinyClZxxa66jqhrKsWZZ1+FtRljW9yX7bNPvmuTZeZdokXgNW7X0w9W5Tju74/ZRjb+Caz+f88T/+x/nFX/zF0fN/62/9LX7hF36BX/qlX+LXf/3XOT4+5kd+5Ecoy7K95qd+6qf4N//m3/C//W//G//0n/5T/vk//+f8pb/0l/YufFqJ9/JiX3n73VyAdfWxGgF9nxx3vGn0sldeYXtLC1cpboWvuVIczaYczSYUuURKH8BWKUUWomto7XdNPjs7a7fgWCyXAEipkEp5X5iUqCxDhcjnUopWu2v/S0y/fiv2pFAubtjoqCrNi+fXfOc7z5keTXn05Ign78yQ0gbQisBVYnSFNQa/LktirWg/xvl4jGUJi7nlxYslV1e+337h/aecneZMJ34XY1MqymtJOYezsxNmR4qsMFhXUZVLrDYcHx2TZRl10/D8xQW/861v81u//fv81u98mw++94yPP7ngxcs5uoHj2QknR6cUWYFEUC6XfPrJxzinmUwyTk6n5Lk3jzoExjjmiyXLsvKBgoVCILEOqlpTVg3LZUVV1SwXJYtl2a2Vc52j0xsMSagZvn6HuwmM96k92/eO87jhbgavEqzW7awwvOa+ZW9T4Y/+6I/yoz/6o6PnnHP8/M//PP/tf/vf8uf//J8H4H/8H/9H3nvvPf7JP/kn/MRP/AT/z//z//Arv/Ir/It/8S/4k3/yTwLwd//u3+XP/bk/x9/+23+bL3zhC7d4nE1yf0avt9e8lj6ZazXQQ0naQV5pKKvg6+pM9b48SkmmRc7jsxOeX1Vczisa8FEvEEynM2pjkJnfd4tgQowJWefQzmKrijysNfre9z7iYr7wQW4JPgDr10NhLUJ6UyFS4aTyUTqcwzQNpZ3zqTYYbZlLweJFxg/+0MecnOX80B96jw++94zLS0PTWJD4gLu6wjQV1giMAaMl1gmWVc3l1ZzaSa6vLSrLwc343d/9DpPJjB/4d77MH/p3vo8PPnzGt37vI8ory+LSMD9u+NIXzzk5zZhdOy7mJddXc2bTKZ975x3ySc7LiznPLi6xVuOcj9somGAsZEvDxYtLTo9P0Y8E382fUzc+Sv38as53v/tdii9/ntN3H1FMJkiZ45xfU3Z5uWC5rLm4uKKsDcZ6W1/hIhhLjIHrecnl5Zyy1KiZCpMA14uyL8Rqn902YO/frvo/30B7xGsjB2UVfutb3+LDDz/ka1/7Wnvs/Pycr3zlK/zqr/4qAL/6q7/Ko0ePWtAC+NrXvoaUkl//9V/fK7/9NK37g5JXCVp3q32K/vdD9ectmuL9ikj+dp+4nEpJwclswrTwrMB28TCCfFJgbdjpuAlxC4XXyGJQ3kggWCyXXM/nLMoljW78QtmUXTZgGfr68BEgwBu3jLXUdY1uDHVlWCw0H3/yHG00p6czHj8+YlIIbzK0vpzWenOesw3Oaqw1SOUD1VZNxeXVNVfXFcvKkRfHVGXD5cUln37yKUfTCY8fnfLO00comaGbhnK5RGWO6TRjOs1xFqrK740llWQ6maAyhdaaxliMlVgyHDnWSbTxETbyTDCd5mSZJEaTN9bx8sUFl1dzytIgxMSTUsISAa0NVdlwdTXHWIdFYJ3AWP/XOoE2vjyLZUVVNdh2B+nwr+s+MG4q9MeHbfNmFoyxlrb2fJLB62AijH/HrTn3218PClwffvghAO+9917v+Hvvvdee+/DDD/nc5z7XO59lGU+ePGmvGUpVVVxeXvY+0KerHnqGvrKy/lZ53OS+m/mW7qpOxpYeHDL9MZv52rLska53Fe1e1p6psFce/1FCcHI0ZVpk5DKa7Hx5i6LwYNI0LOsabR1CCrIsp240jdY+XFHTcL1Ycn099+uOQnQH4cIux66177VLH2LsQk+N9x9nwTQN1vgAs2Vl+eijZ1RVzXSa8867p0ynCiktwob9v4xB6wXW1Vjno1KoXOGEpdY1F1dXXF4tWJSayfQEbSxXV3M++M5HPpzT2QnvvfeUSZFjjN8IUkrDbJoxmxXgJFWpqSuNQDA7mlIUeahFCSIDUYDIcUi0sVzPL5GZo5go8jwClw8m/OLFJS9fXHN5ucTaDJzCR2v02lTT+AgZ1ol2LZaxeOAK38uqZrEo/XXWv+UWsADpOm5h9777DWC1/YiWZbfTZ6fWd9tx5uayS5/elWG9aYw4FLi9Eeu4fu7nfo7z8/P288UvfvFO8xsLy387ucnLuo1v6YZyh/3lUA324GbYIbFMDMrq8JHchUQJyCScHx9xfjThdJZTKNnO3yeTGZPZDJnnNMbQaI2Qngo/n895/uIlnzx7zuXVtdfIBKg8R0nlO6L167lkHIKdQ1ibsGqSxchJuSORW1vHdz94yXe/+4znzy/5w3/w+3n/vVNOj3Nv+rTgdE1dvcC6OUppJtOMyUSRTwSysMyrOZ+8uOTZi2tUPuH49Bjr4Ld+67v8zre+Q1U1fPGL7/N9X3xCMdHMFx9T1y85Pp7w+NETcnlMtbTMryqWi4pHjx5xenriTZ5S4Zz0Jjzrd2NudMXV9ados0BlmpPTCQiLdQ7rJNfXmt/9vWf8X//X7/Lbv/0Jl1ca4zIswu88nSlEVtCCeQBDbcFYQWNgURmuljXPL6+pGk3cGFm2dXfTRUXdPcaY9jN+6X7pD8ecu5wkHkL2GSsPoZ0dFLjef/99AD766KPe8Y8++qg99/777/Pxxx/3zmutef78eXvNUH76p3+ai4uL9vPtb3/7kMW+ldylievNIp+MN9hDmxNu+/QrZRgmuGa5TWSeKemYFoqjScHRpEDFrewD8y/LC1SW4QDjLFXdsFgsqJqGsqpZViWN1j7Su5Rkee53FBYCoaTf6DEQMZyzycw1LXDXbUX8R8SNGg3Pn13zyccvmUxznjw55emTU5QQTIqck+MpT54c8/nPP+X9z7/L5z73DsU0J5sqVCGwOBZlxfV8SaMN02MPxk0j+e4Hn/LxJ89ZViXvf+Ep549nZLlhvrgizzNOjk7IVIHWjqrWLJeljyc4Lchz2dWrczhrQixHAcJgXYOQcHRyhFQKpMAiMVZxPdd8+mzBs+cLlqXGBDNg5AM6giU0wlDQhKwDjaC2jrLWXM7nlHVNY6y/doVgsaodbFpHmP4ei3+4ixyqX4+ls94Ev1u+hx539rGqbJODAtcP/MAP8P777/PNb36zPXZ5ecmv//qv89WvfhWAr371q7x8+ZLf+I3faK/53//3/x1rLV/5yldG051MJpydnfU+r5e4Nd/3uO1mKdzo+ruRdY0wLFh8xTb6VNzg78r5FCQE7b5YghBwN5PMJjlHk4JMKg88Qe/KsgypMoyzPrpGXbOsKrQ2NEajtcECUimyvGA6nVJMCvKi8CCmPH28LYhLNa5oLozMQgLQ+i9OWJrGcXm55NmzK8Dx6PyYd56eczybcH56wpPH57z33mPe+9xTnj7x2lBeZOS5IisUTgrKqmG+8D6h6WzCdDbDOsWnz6749Ln3OZ0/9rT76VFGWS7IVMZsNiPPcqzxcQOXZU2eZ0yKjKLwQYajQU9JmEwyprOc6SxHKoFUksl0EvYNC+xBFFVtuZrXXM9rKm19POL28V0bnzi0tABafqGxdgJtHZU2XC2WlHVDY3y0+TRGhdizF40RN16Vb3b/fF89rf62sjer8Pr6mt/6rd9qf3/rW9/iX//rf82TJ0/40pe+xF/5K3+Fv/k3/yZ/8A/+QX7gB36A/+6/++/4whe+wH/6n/6nAPyRP/JH+E/+k/+E//K//C/5pV/6JZqm4etf/zo/8RM/cYeMwruSaLgakBZ2lTWXjh7eYCNbpyHcTj/Z4f6dsnidOogvsGB90V1ynQMIA0KcRSshmE0U5yczHp+dMC0WaG1prMZYQz6doo3h+vqK5aLCGYvRfh2XEH4d0uTomEePnzCb+XVLi8WScllxfX3Ns0+fY63GO6R0q1XYQEjwkTSiOSoQL0J4AycBl3F5WYO94NOPLnj65AlPHr3H8dElTz/3HifnRzx6OqXIJygalouSs5Nz8smEydEMoTLKynB5WfHpi0vOj484faxR00+5uLqm+e4LSmP4/3/lj/HO5x7z6FRxffGM87OM46MJZ2czrl7WVKXm6nLOo3efMJsVHB9NuL5cIpFIlXN+dsQ7T485P5/wuc8VHB89Yb4wWOadr8qvA0DbEHsRiROWNFJ+fGuR4Oq1L4cJZlbnJNIKZGN5eTnncrHk6GjC0SzHCl+DuwzimzQvIUQbxDe9rqd5idjq3na5n/6+N3D9y3/5L/mzf/bPtr+/8Y1vAPAX/sJf4Jd/+Zf5a3/trzGfz/lLf+kv8fLlS/7Mn/kz/Mqv/ArT6bS953/6n/4nvv71r/Mf/8f/MVJKfvzHf5xf+IVfOMDj7CYxus/t5R4H5b2zuoeyvU6YtJPsXmAXLw9jjRQEIoYjE5JZkXMym5Ir5QPQOod1ljzPabLMz/ibBqzXxqSUHJ0ccXQ84/zJY1Seo42lrBZUZYV1ltnRjNnxDBZLzLLEB7V1WOsD97qeeSsdCK1XxqT3xxnjKBeab3/rU45/+JynT045/aOP0U5QG83HH33C4rrCmopM1hwd//9AZkxmRyAyjJaUFTx/fsWj06dMjgqmJxMu64Zl5fjkkyW/9/vf4/PvnPD47AnSQpFP0EZweqq4eumo64brqzlWa/JccXZ6xKcfv2A2m3F+ds4f+PLneXQ+YTKRNHrBB997zvMXc777wQtqDQ7pgTi8hxgxRLR1AC4AmMeErj6cAIvFOOvXfUmFU5LaGBZlyaKsMKczMinDsq7dduLaBl5D0Opf/1kArTiu3v3AsDdw/Yf/4X+4lXnyN/7G3+Bv/I2/sfaaJ0+e8A//4T/cN+sbydjM+q615FfdRNcqQsmJ7cpSn6DwquT+18R1G6d7CWaY5LwSfn+u6cRHvZAymO8cKJV5P5UQGBv8YkIGX8+UYjrFORcWKoNpNHXtI1Rkmd/Hq1ayzSvS4XtBdwc14rEsaB3O4qyjqeHZJ9csv1jDY8ujR1M+evaCq6trPvn0kvlVDbZhUhjKUgMZRTEDkWMRaC24vl7icGR5xvSkgJeKRjvc0vLJpxeczQoeHR9xNDtnUkyQRnNyIpHSUdeGxWJBXVdIAcdHU5QUHE0LHp2d8M6TUyYFWNdwdbHko49e8OLlIrAHBU6EtQYiWRYQgYrQLlJXpQTnEQsXgujawOZz0qdnrKOsG6qmxjjXrUUWUX/braV1gCRGjj3IfchbGqswyqaZ1C2GxC0qW+xYaQ775za8Y4+Ote6e8a/bsz+AlWNfCnuU9eW8RYE23er8P9Ff0npOpMAZFzaAdEyLnJOjKZPJhEwtkUL71qYkKsvJ8gKtjfdBScXZo0dkE6+Jffe73+X4+JiiKCiyjKqucNZ5dqEUPgqHkBjnS+KsxRofbcOl/i76vhmHBVthjUI7+OTDOR998JxJochnNb/12/+G737wnA8+mDPJzzme5Tw6n7CcW4SYMpudIdUEGmiM4MWLBXVjyCaSx++e8PsfXGM1aJ3zwfcumWU5hcj4g1/8foqpQ5sl73xuwu99S7BYaJ6/vOTi5QtmxzMePTqlyIUnhzw6YZI5Xjz7mOcvXvDb3/qE5y8rai2wTLAi81qVaHz9S+MB2ZnWxeffTOjdzhNdcMGM6KLJEAye5GGF3xJzWVUsysrvSUbQpBEbe9c6H9JwoXz6Zlbo9K98OtuXXUrTb2nJjy03d88eySr75LqbvOXAtcmbsWHo3oYR0VSx7bItpdt8/4qeuCW1TWms5rQVBu96ArkHoruVX0NT2R6y7ZaQrF8pFGP9OW+6Eg4nBdJJpkXGyVHBo5Oc62tF3XgtxTqJUAWT4xOWZUmmFLNiQpHnlGVJWZeegWZtiH8oOT8/wRrrd0duJLpqUEphddx6w6/pwnbaRiRtRG+cDcxDKRUShbCKsjF88OEzRO743PedMZvNOJpNEcxpjKDUgrIR1NqhVM7R7IjpNKcO8RbnS8N82XB0POHJ43Omk08xxmKdZLlwfPC9S3RleHz6mKdPM7LccX4+Y3aUc3VVslhWPHtxyWOhOD07wznFs2cvmM+XfPcDRdOUlFXD1dJiKLBSYJzEtZs+Rv+da9+dwLXgRPCFCeFjISKCLyxs4eKh3NAgkM5RiYxrY7g2hoWxTBEhSrxDhavbrWzEoE3s0R/u30qwnwwn1MDG7tRenw6nY7PLjX3rsMD9VgDXJkf7Jtv1WpNniE6wLfTQPo1zDOrWaka3lNXURmzzu6Z1k/UjQytj1GJEenrQ2qMJs6fxDNIRwRzE7uXv6ayxMCOPJML5SM4QzhJ9TCIshnXIdkxTSjLJJMczRZH7CE8QaNpCkeWTsO2ID4TrSRp+J+AiL5hMCqaT3EeJFwKjDZWzGOOQUiKVBK3DGBGATsq2HUVAc84lkbd8dA2E9HRy67iaL3lxMefqumE2PeHkpGYyuWCpJdr5T90YVCbJM0VRSKSyGKOpG8Ni2VBMJhzPjpgWirqy1I3BaMFiaXl5WfK9T56TTY45PVNMpzOmsyl5sURfL7i8XCBkgXU5jcEvC6gNi9KbAq0F7SRGgJVxmxGJIPPPaKPtwm/90toyWk0pmcQ4Dz4ymBkFDicMVkiMlGgpqYDSOhbacIYgQ0Bc+I03M7bWlKFFcNDo3LCjjaoobcKMNrxhO1xjyRk7fvN1pl3/iv1qOBp19dlawdtrnHOrzy0EnZG9S32dttWSY28obz5wrbPabbbmbRT/Hnfbj+sGKe9xfM3Va8qU7pWzXraAZOLP2WXV+3inSTp+ZLy54fkIWKL/N23sYwPFDSR5ojaNXtKuLWZiJHTgjJ/cO2+Wcu3+TZBJxzQXnB9nzArIlW8r2gpAkU2mCKXIMkWRZzR1hTEWKRQnx8ecncyYTnIfNgpHIxymEdTCR9tQ0c/VjgGmHaIFnjXnNa6usjys+ZBIDgHScbUsyV7M+fCjOe+++w7G5pycPWP+UqCFQDvpI21IicoE06kgyzR1U1Nqy8VVxWx6xHtPzziZKqpFRVNpLAVVLXh5bfjN3/t9sul7iOyMR2cnHJ8cM5ktse6SZ8/mLErHxWXNsrZo7fcHy5ucovDgbqRGS+0xSkVwlggbtpixfpUWmKB92eRdCJyToPAaqZ9vIMJO0Q6NkxlWgc4kpZDMLVxWDY8t5ImG7ScArl1t0DbjETNhN3gnE9GNHW98wpRKzCPtU2Ko/SX5r5tYbxuz7EonGAC1i3p8C2HdWjWfQb8sscyRqJImMwJYh5A3InLGRlmLBZtayaHU1pulc5O7DpfT5pYjbp7Z7jJahD0zvesysq6mwrAq/K7Ij89POJ5NmOQKJUWYMEnyvKAoCpTy4Y6EgNlkwtnJEUezCcezKdMiB6u5urzg4uULLi5eYo0lyxST6XTVuDukVw9HAUfQwMI2KAJqrbm4vObf/tvfoWkcpyc+8sx0osiVI5MWXS8QtqGQjqNJThZAU2vHy4srrudziong7CxnNgMocc5gnPeFPXtR8ju/+zG/+dsfcXkNIp+hJjOMVNTOcTFf8MEnn1I1BiMkVmUYFEYorMwQKvPr15Qiao1CSIRUCKlAKoRQyBirUcTgxYP3IjzQCQFCCWTuAx3LLEPlBSLLMU5Qa8PVoqTWPsKGC1HlfbXeZGQ9QGNcl8RrbHPcOMLecf988zWutbLpjR+qNdwsnZvcdX853fy228meme5meTmwdJnGNVnTScEkzynyjEwZmhDPVoZtS0TwPWUqQ2USmSukcNTVEl2DNTXOGpSUHB8fgZgghEbrZBB10WwTtOVUJQjrg0Q45dpLfEgkh6PRmpcXF7y8uOT07IR33nmXk+9eo+sKZyusrsBOkTInzxSZypBSoY1lsaxYViWOhuOTnOmlQgiDw4dlMgYaI3l5UePsFZPJpzy7mDOvarQAEcpuncMEK58UAo1DhXNCepDCWFy4ttUke1apYK6N0tudwHnzoPKap5QClMBmARgzD45O+AXJZV3TaI3JpLfz2tS/tX0rj9V2cUt5jQFqnWwcYVesLIeVtxi4tstak9s9l2OY90Ha8GHdZg8yIlIE4JrkFHlOpjRCGz/8ybDJozZY68hyhcq9Oc5ZzXJRg7N+9xOhyKc5eTGl1hJEjW68yVBY15lcwoDeenWE8IN3a+fsm2CFlDhrMdZweXXNJ58+R+U5773/HuenH3F9VeP0AqdLsEcIqcizjCzLUCrDNYZFWbEslxhbcXw6YXaUIZXDWou1Dg3kNufyqqQsa+racl3VzJclGlJehV8U7O1KfjNNa3HCb6qJkAiBT7c1SUU09l+tE4EGKLs+mjyzEH5naO8j9JE4bOaXJ3iNLsMh0NZS1jWV1hib+ygdUYvrmf7WL07eZq5fuT4WcMfr32y5+8HnMw1cN5Mxj+zhXtLBUto3ob0e43bPvLarvmF9WArBbJZzdjLj7Ljk0xdLpPD+J+ccxWRCY31UjEJlNGE/Kq1Likwwm0548vQdppMjHJK6sSxfzJFIptMZ+f/H3p/G2pac9cH4r4Y17L3PcO/t27dvNxjHdv7BOB4igWMsFOLElgccFGLnA8JhSBAI1I4CjohlhABDFEtOpEhEjvmG+YARQWIQFpCYgNtCNEMc8Tc24GC/vDhgXw/dfYdzzt57rVX1vB+qaq1aa9ea9nCme57ufc/ea9XwrFpV9atnqKfiGHppAM5M1tbhwLN2lVYvcpNpGTYWsLYurRmgNP7qs38DDYbHHv9K/K2v+gp88fMaX77zDIrlA0DNIKMYSWRCN80zhnlmDmV8cLzAM3efw97BPvYOlojTu8jnBk00zOGTHALLjHDv6DkQB5RWIOJYLMweNZBz3Ld2Yy6g1RJcFJBSwlmxKk+A0rhY2SCJQNpTkZYxhwlcGNAS3MQ/lHEEEUXgcQwmhYk8wjiICSjiyAqN4/kCMylwkESImTmBmtZSFVbU7tB1JiqCHtoVwOx+xXwJgWvcy1jdb9Gbo1HPJRFrRj3GhoMbLe18Hsd2KxkQiQTHJI0wSWNIwSHsMfUahCRJQHmBnC3NZKY1wLQ5RTmNkSYx4sjYwCp3dmnVVgpSCuQ5g6qgyPwl5rUVK/9W4GXUipwLQBvQ0MRwdLzAs8/dx5e+9AwODvaQL/axfJCCoQCjHAwFpGCIoxhxQuAig9Iai8x4Dz568xAynoDL2HCkNRgzditl0UVrc500GbzVlj/S1j6FEpi0VQ0yzqwdy6j4qDzOJdTTePmnNHUxgnDAJYA0jYxnY5riSAO5NvEMNQwwEUMldeUxlCLokNnMUl8g2lqvaPVUBkIezmcrcV3cueviO2eskA8s/bRydoyzJ/R2qN2/9LPo0t3n8uyOo2ad2zyXqK3s0PXBj2jzSQGkSWQOQRQMQjC7m4IQxxGElACc0wCD4ALTyQR7sxlmsxmkENCkoZRCoRQUEZQ2v2UkIThHFQ62yZxv70JN6jK3nXu8KWG+LHD/6ARf+vIzmKQxDvanODiYgkPBeFBqcAZEkUQUxWBcQBPHMiPcvW83CJMA41HZXlqb0EpKaxRam7OwFEErgvFxZ55DIKuATBNIaWit7IGbsEefWBtTw1uPM091Z500hN1uICWHkBwy4pCxwGSaYro3xWx/BhlFYJx5wGXVltqEpcrzAkprz4OOSi+6Wr84Y9rl2YPNOtahZnv1lWPur/8cl1DicrQesJjmPB8GotPhoLIj9Fd4CmB9BgNzSJ2+n4T7zWBiCO5PU1zbm5oIFZmCIm2EK2aOKGGMgwuJaZoiTTjSmGE6nSCSVj0FjWWW4dm7R3jmuRMQcXAukSQJsuUSy6VJ5UI/GV44GLN8M3MUveGLlXYeMAYS9vBGMpE4jo6W+Mu/+hs8/6u+ArPZBM973hPgxQNwZiKCqCKH4BHi2Hrh5Qonc43P3TlBVnwJR0cLZAWHhjDmJaZRaAWgsCpNbU9YYQBxe56YlTaUZZVVLtnGexCQkRGhlNJg2jh/MK3BqFpdswrBwDgQSW4kLUEQEogigSSNcPPWDURJDOISz8xzMM7BCdC6ihpPAPI8R5bnyFUByNhcte9Xaz3SQWN71Ld/9LTTDy2P7dojw6NLDFzbo1Ev2vPqGkrrdKJtQKspw63Ow2ma4Vt2y9FZ0PoDjQHgTGMSS0wnMaaTBPfmGVihoZWCkAJCCkRxgrwoUCgOIgEwgeUyxzIzESqUJpzMl7j/4AGWuQYRA+MKs4k54oMLDq1QU6UyuDmiAi0rtpQfczyIhIJx0GAgZAXh3oMTfP7OF/HYzSkeeeQmiiONOJJgAJQqAETg3Lj0K5Uj18D9Y8Iyv4+iUFgWHBAC5QnNUIA2UhtIgZONZM+FXQkSYOHCnFvGQIIBgoFLhiiWkJEoHzAvqHRpZ1rVTihm3J57JgW4IHBOkBJIpxGmswn2DmbYv7YPRYRFbvZ9uUWGsa85RwlAkwZpBdIFiGTQgWKdvZzB9CPHeGhPV1u6Nh7HnGa8zn6wMI91ff9gVepIuoTAtc4EusVJd1QxZzvZr1r3unjp4/MigtYGRIDbkhxJgTSOMEkSCH5kb1NpZ5JxhOJkaU/9BQpFyPIcpBW0VhBxDEWwJ/cqA1xkpTrOwAUzqjeg0cys5TusVGKOQWFmlgZgTgVeLAs889xd7O8JPP7oHmI9RRTFxkHCSjtgAjKSYJmA1oRlAeSqMOpBqqLUM2ZtWW794+xvZRsxgJHVwBuHDjAGSGbc0CU3LuzcxgssnftsDA0OcGvrEoybwza5UQ9yoSEEEEcc+7MU070J9vdnSNMY8ywH8tyAnWWpjLNh7WLlOWZERlpkq5aTq+C555MuGXC5yddbgQ5KP6ZzNid4//dYIBqWdrXUYccwjKMzBPszpfoKcSxxEJJIYJom2J9NzDEntktprU1oqDTByf1j5EWEvCAURYb5yX1oXSBNEzx6eA08SvFgnuP+4gEUETjTIA5rw5Eossy51sFMtl7bm9DoxjlCaRs5gwBwY3NjBjDdBt1cEf76zpewN4vwVY8/gkcfuQlOHPOFso4RBriSNMF8uYQuGCCEFZ4UCLmd6K06UAjLFgfjBCoKlEp3y692NiRGANcGsCIjuREzziiwIMe59T8hAoeJJygYg7ShsDg3zyUlRxRx7O8neOTR60gnKZI0ASRHVuQgbaJnMKsGNeNGw8A5IDizh4Ci5Nf16bM4EPKKhtMlAy7W+Ds0/Tp1hECvpzwvLMpgCmY55QEVxKhTtcCdQzLqL0BDcIkkkrh2uI84eQZymUGoAoUqjMrNSlTLpQL0EovFEfJ8jjgSuHHzJqZ7+4iUxv6ywJfvn4AKZU7vzTNz8GQssTxZ1mwwtU7h9jI5cYJzEydRSgNqmmB2/7Iy3/0HS3z+C8/iM7MIj77iBWavkyrAhYDOTST2JIlNRHsOEDi001cKAVAFltAMQGRVpwQlYKRJUigD5QKAZGCxBIslKBXQpECUI1cEgjKOJODgwjwTAxAxAckEpHVzF3aPViTNVoTpJMa1wxn29mfgUgDS2vWIoFUBwQCy9j4hGLjdbxxJgUmaIImlATVPbGyeanxF548uGXCdJjlrPRoza8dUu84gGFr2GsnG8XA2EFJWfU7JTNaAkByTNEUSSeM0kDEU1svPnH7MoTUhzzXyXKFQxqFAg0EZTw4kk9QE17Vu4kor4+IdycowQ/U3weD2R7l46E5nZ2xMXAgwDYjCOIyQvVeoAkfHS3zpmbs4WeSYTkxoJS6EcWAgDREZGx0nQmGC01d2IM6tez8DwA2QgRmTGy8syKqKUwYgEkAsgTQCUm7AVCmoQoOR2bhtXNqZBS5CZLSJkAyQjCAEQVrQ2t9LMZ0k5niZSIIJDi0YCgAg47HIGSC5AKyrvOQMUnDENoakFBwurqGzga284yvwOnf00ADX1ua+5vy9liRCayr7BuYYiG399+pT5DplbYUC2rxmnW2/2zxEQzxT183AjbJlGCAFx2yamr1ZMgJnCysAMXNcPTeqNgNSEoxpaHDMFxkeHJ8gimNMpxMTJspG2yiUQhLFkFwa70RtJXzPs9E52BBQnQxslWGMc8jI7LmShYnqbpELmgSOTpb43BeewZeee4CbPEIUxeBRDE0ZCqURTSRkJFGAUChtynZmKsEACFRhlwxwEWMAL4zKkClAWXAzp2+CpRGQSPDUOpwUDForKBiJRzABLnmpzosFIWIESRpCK0jOEEuGa3sxrh/uYTKJkaQRIIzDB3FzgCfZ87uE4BBCmMDFXCMWDIngmCQx0jhCJEx0kXIrhLOH1VSFoQ5h25pCYOeNIGrm6KftODDUy1gts62O4XW3bZnpLMEby5s85UMDXINoiFDR2/uGFTK4Ew+p0iXcAtVPX+iveeBpDTXPzK7kQ72pHHtEqzy43+Yvq19HfTJx16lkrPnMVPJThl6yK3NyZ8sTh2TMnAg8ibCIBebMHGDINANnxmU+z+YoihyQErkmFAo4Wua4DoVEakRSYxZLaEVYZBqLYgkeAbHgEJEAcrNvCuSWPczj0P5kJmBsoQgxOKIoAeMCWQ7kagmQ3ZhMJgDvs0cKH/9/nsFjJxGmewd4NktxojkUGCYiRhzFKIiwUDkQJVY1qMF4AiYJTGuorEC5g1cC4AyECCik8awQMMAlTDIwgmAMUZoCDMiTGHqZgxXG0SMSESQ3ru4ztsRULTHVc6TZfQjSiLnEI/w2DqMIkQQ0Y8hFDCUYcimgFgvklCMnBR7b/XWcQSqFQyFwGBFupRIzbgBRFwyZIEQMkOR8NPrs5H4n8lWLtNK/KvvZKm3bNb3OU1u5uoUX3eP8SI2/LdX2JCnH2wZ0wYGraWNqp0ENtRWNwHbVCuHSAnDGwnDYOyhC8/SYR+hJ7wNRbZNiRzr/92qBXtWu7iYPHdc7sMnm8VTAK84+zb9GTebUhXEETBOJNOKQjBABdlOtQJrGUMUcRAWYiEBcQIOwzBS0KsC0RMQF9qcTFIojL3KoIjOqP2uv0kVeBu1lLHzEBOMutJGTwoy0J2QExguQ0iXfijio0PibLz/AsYqQTjPcX2hkigNMAOAmODC3Jwsz0xalg4UmEDeBbYnbVhEMJCPjsCESY3OCdb6gAoAtC+bcMnBm1IZcghUaLAc0uDmwUzBMhcA+aczyDAfFMaQuEGmO2T2JOJIQWoH2BHQUm7BOYMiUMpE8OIMAN86LTGMigT3JMIs4JhyIiMC1ESG1dtFLKpDxTdLtbt1V/zAgVOWp0nSPwSGbncfGRuxLy4KnZ6xKj/Xi25+nemY7J/vjtLaqHAR/vXTBgethpYunc6+vLHeuXNyQfNTrUrGYQcpgpKpIAtNUYJIIRIwQcRPoVUgBNUmwXDAsFsrYsZiA1hqLvECRFyCtEHHC/myKZc5wvNAonDMFM8ClWAEqV8vaKNNYpSIEqHTMYJybmIkAwDikjMD50hxtxTiIzJ4yrQh3njnCM8caUXyCOD4ASEAIE/FDCgkpNDjX0HBnNGkTlJabYLmQzISpYmT2Z8URWCIgZzEgBbTOoYolKFsY8CJtn4KDMWP34lKBK4LINNQyNw4TDJhEHHsF4UBnuJnPEesl5JIAUgZcCwUWpUAyBcCgGceyMBE8GDeSsIBRN84kx14ssCc5UqYhtTbLDi7KkFvlW66pALvGW99Kb3PQCuXpTtvFE3mf5vW29M28PdWsoN/q14dc4joPNFZEuUy0bvcbqF8878R0+ZdxIBIM1w4nOFlM8MxzAsk0ARMRuEgQpwLz+T0cnxgwYtbzTeU5sixDnkdQCiaO4YKQRgWACUhzFIXGdLoPtVBQuYnoUCldbZgkeGGlhACXEqSNbYpxMrYz57YOBh7FIGhoCORao1gWWOYLpHpiJBkhoAgQIkIkCZLlUMQqJ0I3OQnjtaiVbYpEQNw4gNxLkR5MoZlx/8+zBdRyASpykDLgRYKDhATSBFJwRAQIVWB+7y6y+RHm8wfYOznBXn6MabbAo/McB5mCJLNh+87xl3B/7wT3H2SQL5TA3gEUj3CSA0XBwbWA4BoTKTCJOB6dxdiTHAlnJqIH0wAxE3pKmU3jSpn2bNMUXAwK87t1teQZNssVcG1MG769Cz1/XxIA2oAIqnQAYZxhkkrsTWPs702Qk4lErsiEI4pjiSiSyLQ2HnQM0EpjvlhimUZGQhAMUWSOScmKJaSQiIQAKeehx0qVHQjGI46Zc6ZqPdGqvczxIxpMRPZQRnObiwiEwoZeIpiotQKaGLiQJrI6jwDGIDVBcgFd2FBMgJX0ADBWRXUXHHx/An4wBZsm0GlsolNIZl0DOVAUQGEjbbjDI9PURJQnDcqXUJMIRBI6Z1gcLZFlSxR5BqkBqTkkASCBhVI4KgrczTOoowcgTcAyx2KeQxdABIGJIMwSiVksMIsEYpAxwxGBEVXnzZKGJtNWl4V8oKpH2Lj4Y/aSA5cvDbUZQoaXsBM6j/1o6w99GaVSMuAAgtkDBDBwJInEZBJjNkuwyBmWBRl3bw4IKSGjCMuFLtWLioDFfIF5GiEvFIgEOGOIpYTkApEwhzsu5rm16THPkcTau2CxzMYsdI4kDFV8Psk5mJBGyCACF+YoEaadK7jZQ2VCRUUQMgaXERgYpNaIhEBeFNboQaX3e4liXIBFAmKWgE1TII2gYgGluTmKRHJjBysUoOyHC0BKsDQFQUPpHAoFKI1AKgKWEjk0cqXMoY/EkNujWpaM45gxHAE44mQPu2RguQYyINJAzCT2JGEvlpjGAqngiEnDBZfinosLEZmI9mU8SNNfL560hdpwG+XsFCrgnNLlAK5AO9s1sHel+SLYQP+/TV7i+e8AQWLAdnm/gG3QS3ZCAGpejWkcYzad4GBvigdfvIv5PMPJ0pyMzARDOpng6PgIkkcwO4gIDx6coMiWmM/nSCfXoLRELDj20ikiG0Pw2fv3oYu8rL2chohAWoEzYd3j7eSrNTQHCqXAtEYSx4gnGiRyZIvMbMqFBGeACVxlAIExgShOkaQzRImRyohxzLIcy2wJYoCykS3AyeDdJIKYJOBJDD6bIE8EKGJGpJQCgDTu6aKSuEgRSBj1pUgjQGdmXxgX4CwG4xMwZJD6EEuu8Rzl+CudIRYCBI5nJPClvRTzwxnyGwdYpBIaGlie4FDHOJAx9qMIN/YYkgiIBRCDEDNAGOugCUbMODhYKZ0WRYEokuCcX9zoGW1+TdZ5pI92EZdn23Q5gCvQytW00pJg8OsZ+Qpr833ItW071Gd+ba9xKD9jed4hSA9eLK7DwwbiLmNg5KZBgJMJSyRFBMkjzI/nOJ5nmGcKuTZnYokoBhFBwMzrufWyWuYK9x4cQ0b7kDKCTCIkSYqT42McH5+gKHy1Hup9TGvPW1IA1o9PcF4d0CgEZJJAkYlVWJDrncw6bDCAOLRmIOLQ4EYiIg0uBOI0Bj/ixiOQAeAKiDhYLCH2JuBpDBZJKAloARvqSZmNygwwm5SFqYcLs5uZG3BjvEAcMURMImFTFMcFCp0hFxI0naGQwGIW486RhCo0CgacJDGy64dQsylUmgKMEBEhFRyPJAa09qTEVCi7DwyIUG7PLkNAuRBaRlI1AY6b0slQ8DoPx5+0UaUqbHoKBtKeDksb0eUArlbqegXdhsq1V1or2dYpx5uAW8JEBaHYe56OJ1uDn1BlzaJWVRJbi5DvSTTdk0NLfW14ZlVvfmsZDRwN4IlZG5NAGbvCOPVBcgkp7SSbKxSFQq4YuBAQUoIzE3uPAERCmvh/pJEXxvEijiQimSIvNB4UORbzE3NmlQ2xRE07BVletQbjwkxQ1h3c7JkxoMllBC4Nk8Yp3jp1UCVka23OqjLHf1h7GucQUQQmOaCsTU8ALJFgkxhiLwUiCeIMmukyPqHxcvT6rzTu70xwMG3ucw5EkjBJBFIpMRWERTHHYiFBQoCSBEXMsJhGUDGwyHPkBBRJDD7bA9IETEjEmhBzYMY5DhLjOTiRQMwIAnahAAInVkWID6xrneS1ck5bB611usOa4yRU3xjPxE3BdWwU+l2B+SUHrl1R50w44rq71yRPUqvt3h8BBCup15SI2rIN1aGH8vet+Ebq5Xu9pdoeO4z+8Bc17Wd4oVStMXKyi9nEGosIk3gKKSIIrsAtf5xLcGGAiRPAuEAy28ci49BQ9vTeFIf7+9ib7uP//vXnsDw5xvz4gRGs7FnIgK8vsKGeXLQIaSCJM4IQAhASmjEsigIyTsFjmHO2lDu8kQPKPo/1QszyAjLLEaURmCBA2BiDiQSywrjAz2LwvSnE3gRif4JCKyitTRB65vZqEQBhXfQZmORgmhunCG0ARQpgLwUe2U8wiwT2GHB3foKjeQweJdARx0JOQBEhZtewXGYocmNTFOCIOEeiBKYcmAiO/UjikQlDzBQkCgNaNlgvA0xQXbvFgOz7NfhdRQZRSkFrDc55ae9adyFbi3uIYX16zJ6toUDSfTjssDmrqw1c0f5BpruUQC84cO1SNG9XM7YrGc0q3O1hZeW775b82sGr67fjMWjcC6TelgTZXvXg/G2P3EY7fM3rF20HKFUSF6wqKpISe7MJZtOJURHyAmS2RUFpjXSSYP7gBFCE6WyGaP8QzIQKBOcc2XKOB1mGfHkMhhxSErJCoXSB49xKWc4Gy6tJ0UllZKQmBoAYMyGchAAHh0xTZMslGNNgnAGIrH+JeTF5kWOZZYiLGJxpgBvPQJZKcCEBTeDX9sH3UrBJDIo5dKGgld0Lxaz+kzSM0tFEYecckNKcAh0zjlQKJBHHwZRjP2FIQEiKHJkAtOAopDDSldTQkpBHAlACvCgQFYQZ45gwgWs8xl7EEAtCLICE5RD2WBTmNsQSLFhVRgQmrPQnXBICyNi5GGPQWiOKojVAKzw4zqcqccyq7vzQBQeuXTZue9ldtfrHEe3QxNXOCWvVLu686p3W1TnmN4Of9XKHVqQGNCQH0jjCdJJiqQg549AFQ6EUqMiRxBHmWiHPcmRCGM8BwcC4cdXWkUQiJRgUBNeQAsYmZY8WKRSV9Zeni5RsUU2typiJH6iIQIyDSUDEMVhRGJ65NnuxgNK+U1gvvkIVEBFz+GxUgzIGhwCbJaBEgiQzNi2yp11pc4yKA1kBDcFMyKVIciRSIpYSkyhCGkkkkmMSAYlQiHRhgU5DMIK0zgQObDgXkExDMmDCCPtCYCYFrssIE26OghFQ4OQ2laGyq1ntBTlpi5nfJkZw/T26LQRNleFwCgyOcwlaF5cuOHB5tBWA2LyQsInLC6q7UyCzVQbLb1cJBCXIwXwOTbjLgbs+/GxWJYGYO7ZDA1BmO5MAppMIhwcTFAAUF2CaYT7PoEljkqa4qzWy+RyLkzl0JKEZQUNhL5Y4nE1wfX+GSDJEEogiQHNmA+ACx8dzkOY1gKqplZm7jnLSLrQ2e724gExTsHxpw72b2IWKkQl4SxpFkYMXAlmRI2EmgK2KGDBLwFkEKQDaS6A5Q2EPXCbBzLEkCjCRDg3cSFKIAMScYZbEmKUpJmmCvUmKVEpIzoC8ANQJoAlFkYN0AUYKkQn+BNIaTAGJZkjBkTJgXwrsRwa4DuMInHIYl3ptDmLmFqhglbiMVyGmrN2u/FiQZfY/wICXUqqmYtvEw5DKF4KL6614jujyANdW+sGuOtO23Et9kGgCRt/E3a4SqO6Qf3nLtC64nALSr00EQFn7iAZQgMEcJx9FwP5BipMix4PlHFTYfUpaQQqBNIqQS4n5MjMegwwgTsjyDHnOoXKJg9kMUh7g8NrMxP+TCebLAn/1V3+NbG6ODmGMg1F5lq8ncRnpiVDZc3JNEIIjTlPMF0fQSpVnlTB3MokmaFIoVIFlvoQgARlFiPYTHCYzLHSOo3yBpTB7uYjB2K44AMUA0iYCBszhjbN4gtneBAcHM+zNUsSCIxJGTcgBezKzRKEllM6RE6FgGoxrJJLAF4UN2QQcsgRxDEScYwKORHBEHCBWQNujKqlU37r48hZZuYmH6DwZyUpfGkY9UVpmqB41QylVusZf0fmhywNc54AGTbHNBKPmctby3f3eVOpYp4zLpJMcQ1RK007iYkwbu46158SxgBAEpTMslhkKG/1cSokojhHHEebLrCyRAZBCIEli7M0mODzcQ6E1Ck3ICICIwWWGySRGkRlnCKARY6/8YrzjBFlQZYAmZdRwIjaOB8ruUrQSAOMuMC9BQSHTOWIByEQiOZiBUg61XICd5CCdG9DiRg3IGLdHuGhMiJkgw5xhmkSYRAJTwRCTglDKel9KcBs9n5QAU9qcQ2Y3J3NteJ0IjoQbj8F964XIJSChTaBhBhSMmxOjiUDETbnk9mFxIwmyKoaj0xyWNkA/rBMziwEnaSmlIKW8oKGf2shf/PrX2mzt50/NeaGBy4/k3N/Au+904Rp64Ox89oswhXxB1nGF7XnesXaFzvSNW2Vzh/I4lZsDpVrXCtdBDrRgjoXXjKzUxRDHwpwIXCyxWJxAKQmQhJQxkjTBcpEAx3NrazHlp0mEvVmKw2v7uHH9AAqEXGsczRfQLAIYMJumODlaQOXGk9A5ipAzcJIGwRykSBasGCdoKkBkPBs5F9CMQxMvn5czWCnKRDFcUoEkYkimMZLr+yAJZILAsxNguTAyDRcmTBXjEGTUpHukETMglhxJLBBzIFIFsMzMJmEGADE4l2AkAUVQqgAv7EcV4KQgoHFoI7knnJBCg7hTzxoJUzEYUCo1BxycjPjIiFtpiXvgzEv3DAKZ7WSazLErDXLqQudhuNpXOqgH5NaLaLFKfeNvFWybHXudOm3uoCkvPKFt2zHlQgNX3wzYBRnrNuN4xdUGgLlDLdlaeLktXs4IrJ2zG6PGvEP+Be8QBufSTUAZld1KWaW9EjD6Muu9VoYRYhx7cYpZnGAiY0xEDp6kEDwBiEPOphBZAX3vHkDaqMMk4bGb+3jk2h5mexGkJEjOIDTDyUluTgARGtcOUty/y6ELWPAiqwYTRi3GAOgC0AuQkoBmSGUErZeAZuBIIHkEzTQUmQmaM4AJQBXabC6OOXAYgz/vJvDIAYrDCVi+hMg4JoIjK3KzYTgSuD6bYhbHiDkDy5bAg/ug5QL58QLZPYXMusdzCchYIE4iyMM9TJIJYh4h1hwTlYPUEkWW4xoAFknIWYqoyMGhwK2XoIOPsisSAEXG3R7MOqrYXWoM4IKDO+ACzP4xZwNUVL43I5WxFUBxdq5NiQG9YNZbxoAguf42jupild/cs4uVlUG4yp/ZsFylC9dfDeg2V/xt0wUHLp9WG6erm6zbkU5VWTCyslEbfluQY9Nzf9aNQD10BbrWMRAufflPHy/Nst3IB7ASfcCt9RmYMRLB2Q2TOMZ0MsH+bA/3jnMQl2CMQymGKI4RpYmJ2F4YlR/T2oRq0gqqUFCKYBzYBSSTIHAIzpAmKdIkQZGRCXxrz6EqFzrO1VArUJ6BhADXU4A0GGlAK0ghoYRCzpT1KrSSmlKA5GAph7h5ABymoKmAEgopY5hMYohiCq4WiGOBNE3wyMEUqRDgWmF+vMDy5AHUYg61XEBbRw1YaQmSgUUSWZ4hnk6BOEUcp0iZOQIGUmIhIhDXYEx5HpMmvqNzWHTSVeWPYj0Ea2/bTqZ28cE0AE5lWua/O09ma5LvoLGy+betD4U61UgKnQE2ZJys3GMNS3Z5v7rWxp7voVwV2yWxDZ8nNlG9XiLg2gGdZ7+ATekyP9spkFljVtOBm/6AKghuJCNM0hSz6RRR9ACKWHlYoZASMo7qB0RqglbKHLGhjdDEwADGwJmJNM+IEIkIsYwhZYGMececWMnRSYNMK5AqQEUOWJsRs+AkhDCqOp5b93UbKFgQWMwgZhLJjRnkfgwxleCCkJAAQ4QppuDZCaJYYJLGOJgkiEDQywInyxMU8yOo+Ql0noNB2ZYyqlTGASa42cScK7BJDjkjTOLYRG3nHMKkNHERnUqvbOOqrX31XeskSNWigwhgpWefUy86ZPRLbxZBQXXhLobP2Mk8tFAcVgYbOAf4iZqAFbKVDeNxU7oCrib572lLPXOdfVVj8qyFQWcIWpt34ZYn3qVqtTH4fLWVqdZb0cLIXVEkMUlT7M2mYCBkizmWOSEvAMYkIimQJglUtoQqFAqtoRUHowiCpyAdIVsY+0+2AAqtkRUKy5MCHBKRiCFcxAfHh7+xSxNQaGiuoLIMcTSB0ADyHLGYQQmFJQOgNThXZh9UwjF9ZA/Jo4eYPDLDwY09TGYpZhGQ5gVkkYDvpfhSdgQwZSKDLI+RLebIjo9xcvfLUPN7QJ5DkokRyEGQIKQMiCEQQ2CWKUh9Ajlfojg+QZYkIDBIpcGOTsCKHIwKcHCriTWekUYTalbrvref23PVdF3XWperexcJo3xPFpD6Jtbmnq5TddLY5QJzB+W2teW2wetCA1eb2qjesUa++Z28zN3maSZdfeLzJV5tbuJqeZYdP2Ktv3nVlZetqqpSPgFScqRJBMEIWuXIsgJFwRBFJiDvbDbF4uQEpBQYBLJM4f79OXRBmKYTcCEAAHfv34MCQ6407j84RrY0kSo451DKxmwCgTNe8kIgkFJQRY7lfI4o3QMJo44UEcAkA5ccWmeIYo5JGuPa9Rlmj11D/Mg+kkf3sXeYIE4EIijw5QIRaUScsIw0ijw3x5Qcn0AdHUGdzBFnczCmwSWDZAwxMUSMIWLAlHPEjCMCkADg9ogTKjKo+dy0qwVWTtbhhZtTjTUIBSkrga6+l67QR6HwXQ6w3Hc/jbBt7pcTAq1tAFjozKx6gnraJjXVh7uQbsZSH59d6YbShQauYXRKE/YZYENblQETa3eGdSoZWtj5wswA9Q/ykF3BqQpr2iVWum3Axf0SnJuguUJAcBNDUHJjq2KSYZImEIJDMQZGDNmywJE+QbbIsExzpGkKIQWWiwwFEQptpAQpJTQxZFmBSsazYnr5uq2STWmoPAdpBeO2D+iIgZhR/XGVI5nG2NtLceP2dUwe2UN0bYp4T2KSMESSECkF0hkiTUgAHEiGpTLgpYsMfHECmS0wIQ0hOIRADbgSxjC1oCUJkKSNehSEXFnXdljzHIzClfntCasJdU0emARD4DLUjX2MNNUFXpvad7tsuMF+GACtbjvYbkFtKGjZxGvXc6GBq72TncFs6QwLrQbLLl7brjPv22oZQ5+wzLlOk7TmGVhYmczj/2wXhA0aJ/9VEyRbyd38C9KQkmM6SbE/m0BpQEYxgAiKBIpCo8gLREKgYOZ4kQf3j3AEAiONvXSKGzeuY29/D0mSoJjPITjDY489Ci4THB2f4G8+9wUUqkChCEQKmjGA8fKgR7KgplQBIgUmCGImcbIvUHABDgmJGNdv7OPm9X08cnMKigCWMIgkB6MjSMUxzRUomyNSGgkxTBKJuRZYFISTbI5ILUFUQCYRJOM2EjtBaA1JQAzzEUqDkwbXNoI9CIIBROZkZcF4GeNTM3MqsiLj9k6MVZEv0C5p9b2/UL6Q5NKW1733Tb0EN6H1VXKb6zvOA11o4Aq/OGDopLr9Y03a8nSV1daRWONbYCXTUzLgqUm6qu8soC3NWImre0C13Wvz5gJQW2Fuoh7pWqG2Gb9LMzWhmsCYqO0t5JwjlhFmKfDI4QEAASkzECIUCsgLBSjCZJIYaYgiFEsTiomDQ0YCcSIxmcVIJ/tIT2LkSiFKIyjSEFIjSgCWKTC7t0kLMkdyMQ7iDExKgEuwSICEAosIyUygOBRI4ghRzHEtPcTNgwkOZwnShEAowLjCBDkmSmACgQPBICYJJoxjT0ZI+XU88+Uv4RnK8dwc0NI8Oy8U4DwhrKcihzlWxLSV4Y+sbQ4WpE1ACw4hBUgDishsvgagGQNxGA9MQulV6Nu5lFKt78oHnLZ+0gdUfWm3QWP7sUvf9Uz9ruzt1Dfm/Gtd5YeeqwwIvSZdaODyKSiiokvO2d6qY+wZNT4XQLd+vrPe1aIG1FZ977zpabyYn6i8wFqz15lsZ6ytw/cBSVnnBqAVUskYQHLfAQe2YYD0VEslivmrceNzKDgQCWM/SucZslxDETdKPOJIkghJGoNIgwNYgIznIOfY259iMk2QpjGSSYylyoDCnsOoCVwAMjKBc03dzOwAFtLG4JPGtZ1zsIiVLuZSaEwkIZkI7O9N8PjBBNemMfYSgVgWIOLgHJjKCFMukAiBmRCQGkjAMGECUxkhlwJzEOZKmfPCQGYTsz1ryzhVmO/MbiNwzmxcCAMMIECZoLicMTBhzxDTVDqckBdfkGmq/P8aklfz00UhldrgMjrUj2NBLbgo6lFb9vX5kOTY7gPQz1OzXr/d/fRt5Q514x9Dlwa4mtQ3j5sh092IwTI6C+6rtXm/XU8/rtz+271JWthaUU62FNJe9tmpUzajanC2DuTyS+UCbwwzBDANTmYiF4JhksRIowhzkaPIzaZWzghxIjHbS5HEEpGI8EBwSM6RxjEeubGHvVmKNE3AIw4RGQ89cDvRSyBOJfgJAxP2XBQZ2fNRBJjdkEycQ0gGsAJABokcKXLcSPfwxPUD/O1bj2AqCakgpBGBVAbOCPtJgiSWEFKYT6TB8gI8y5GAMNUKaZFDLJcQRQGuNCSMeq8ELsGgtXVndw3GGWSaGGkJALLcxE0EAM6hYA6x1MxGA+HcAhcDoM1xX413ISwQVq8krA4Mfe9zuFiR2kJ94CGhU/Wo7KBLBFz1yX1s84agISxBtCQeVGvV8YfzN9Zedwb2vR4axtH543sorUixjIHDnDIsmDnmZH+W4v7RHOyIMD8+QlYUIDBESYo44hBMIJIC08lNCMbAGRBFxusPAljkSzDJEYsEEALFsgCPI0z39hCdLMxRJ5wZ4GKijHzOOYfgHEksEUuNlBfYYzn+fzf28KKvuIWvfv5X4Yn9KaQuwHSOKCIs58cosiX4IoM+mkNJhnwisZdOkC0XmN+9B5ISbLlAAkBqs8mYM0CQ2SagSZvDKjkgBQfjAkwwyCiCjCOk0ym0JqiiwFKfQOnMePcpgiJtA1pUoZrA7JlejINzsvEOeW0l3wQjf99VU2JuSlac87K8dWxnm9MW+39LUefB43BbdImAa7OXPir3hv1rXPaxlZ2/yX8YR+eP79HEzPlRpbMhAYwROGOIo8ichKw1losFMlWY9AwQ0uRTOkeaTozKjAANDQWYsEwAlDZ7uZQiKA1wHiGdSnBx34RF4gwkpAEJG1BWMGYiwguOhDMkAphKwq39GLf2IjySchxGABUKmnLjJMEKMFZAqSVUlqMogJyMNMeKAlQUKJQBqziOjF2qMB6CpAHOGTgkhAREJMCFhJDSHtwojIs/MRR5YT7KhJ4iOLMHs/8bAHc6Rm5/O1UhUAGSf4bWiqSF4b1rqLs7uY3eWwO4LfZ/W1TI1f6ygNclAq71aJN1zs5lhIsrhDw05CucS/f40uvQOmkwIIkkBOeA1lguFyhIlx5ykTQHQi7mC7BJCs6NurHQGoUyHngaDMtCIcty5JrARAwhIqRpAiEicOImn4iM/chKEJIxSA4kgiMVDFPJsRcxPLof49qEYypyxODI9QK5miOjAjlyFCxHoRYoCuOGnxccB5MpSBWA1siVAuMMSRJDRhI5KWgYaYszCcEZhJRIJxMjZUkJMLMnWmmN4/kc2XyJPM9Q5AraQ3wGXoJ/qYKF8TmxzpKmvT3HHRcMl4hWJC3zotq98PrsWmcjgW2Htm1bOi/00APXJt1xWN4N0Oe8jZULDKTrDNtxjxua8IzHHCONOBLYn05w7eAQN66dAIKDS4EoiXF0dIwHR0eYnzwAUQ6wCJwJnMwXKDQDX+R4cHyE+XKBQmvwKEFWzEFMQIgYuTI2ICEEpIwhpDRlCw5BBMkIE0nYTySuJRKPTCJc5wrJ8j6WzyyhDw9RFEtkxRLHQoEiDiU1jjBHtjyB0gQIifliD0ITZCxx/OAELJKIpinkNIXiAJRCJCT20hRpHGM6nSGOE4CMSvDo/gPk8wUW8wUW87lRJZYSgTupuDqQmKytrArTVG/lZgxBBzBuA3HTptXlQr41cFprjOxgYAWKvCzSFnAFXEEKdaFq/Ryirs7Q0yEvEhhcFD4D1P3+2vM0M7WWw6iMPg+4CbX6CM4xSRLsz6aYTVIoGIlLSIYkiZBlRirJC40sW6IoNI5PlhAyA+MceVFgnhXQpCFJQGmAoKFywiRJIImQQUMKDik5hOCIpBngkgEpJ+zFHHsxx4QTWJEBuYQWDCcnR1BWMamhrCoPyPMCJ4sFSBNEkiLLMsRCQkQSmkzkehkJTCYTMykqhUmcYDaZIIliJHEM4zSokOcFlssllsslsiwzsQq9rQNVyCxzvlipDrRJzG9qVc05Katp8woBUlc3HqT+K6U4vnpvrTESsq5vCDBNP6rSacj87ZuxemsfOi52RBcauHxddyd1tWjoHrODZBDVD/JbKaiPvCT9qyEf5ZqI56unzq3ys17bEJf/5iTiZSm1co3vzXRjqKzNAyE3cXo11auxlTMGdwo8GPPDBAGCG4CaTVJMkwRLlUFBgzNCFAlEsbEDLbMCWVZgucixyPLSVsUFR15oEAhCGHUYaaAoMkz39rHUClTkiAWHEAxSAJEAIkaIGCHlwCzmmEYMCSegyKDzCDqSOJnPAcFAghlXdgkwDRRZgcViCSIg5QLLbAmRMMgotodIckgZYTadQXAOrRQmSYpJktpIIQJZlhnQWiyxWCyxzDLkRQF47u4rL5icgybZ9rRt3qLG8/8CWJHC3IRdmy/sPiLm5yUCMYYaHDlpzJXX5JZaYsqHnCOqJ+zsn+Zph3fgbiD2FgRAdbRPM2F4NdZ2wz4Dlak6i/FL3JLUd6GBa1OqVsiN623pW64Pfw3rAoPL5+cNrdJC18fQbkFrk04bzOsAhVCu0muDs+X9Dq4TCC5K3GRQm1xs0xnzFBljjj1U0rmCT5IIB9MU+5MIdLLEUhXIlzm4TCBlBBFP8MUvPYP5SYbFskAUSzNpciCOI4AxJHGER29cx3Q6wXK5xDPPfBn7U455rgGtkUhACoKUCpEgxFwjEoS9iOP6lGGWECJaYr44RjqJMRF7OFkuTbR4wVFojbgwf/OjDIujhbEdFYQjHkEcmGNVZBwjjmIkcYqvuv0Ejo6OsMyWYMSgiwJZkYN0hpOTEywXC5ycnODk5KSyRcHu6yo9CfRKW4IxMOnBCOnaC2nb2BpUIXp5mg4YojxcEpVUYu85r0wfAKs+EAKt8BjyUw4Dpm4ZZmUjcM+48o6WA69ZZuvkrlazTTgtA6AD1/wymrz6vzelCw1cgyWuIFEnjKxcb0nY1V9W308YXPojNgx4ygGY2JmkRZir5yE0diQHs692THN37EbE0Cq6vIf2RccmsmcIlJj3bwis7A2Po/qZXe67EAxRZCSiQhWYL5Y4yRV4DOQFEMVTRMkJMsUgNBDHJoJ8JCWm09RIboIjiTgSySAgUOylmKYRGCNkBUcsGKQ0dUmukUQck4jjcGb2ignOAK2QLTMUeQECQZE5TgVKYbFYYCEX0EojWy6R57kJ4ssYssnExEmMJGazmTmaRQjEcYzlcoHlcomTk2MUywxamdODF4sFsizDcrFAXhQBt3V/nNhzskopx44BtyjgkTljzDuZuCpn/EzQZdfqKq9+rx+omvnqMS9X0/WBWshDsO0ssarMilsKpC833nv/gjkpM8xj/WpgfDR4BhrjeAMAu9DAtRl1r2i2RdtWvrWWN6CSziQtY3Glc7YU0l39kBY4XTXl1qiHbeZc5GG2VgnJwDmDUhpZrrDMlYkcDwERJRBxgkiZaWGamBOGIykxSRMwZstgBGEjsO9NEqSJhNIKsWAQTEMwDsmBiAOx5EjjCNM0hrRBfgGNPM9RqMJ685kJRWuN5XIJWhgvvSIvSoBQhflOMGrKJElqdiRtA+6enJygWJoNxUopLJdLFEWBvCg6gcb9rPZUMevmXo1RcyyJNipGT7IaCjKhDco+eNU2GTfKPf9ehRdj/Pigu0mbXjLg2oadZyT5S+va5fo6fTPZ0Ajs/euq/lLOBbXq08+eRrdSL2h5di7JICMGEXEoAgoFAAnAUjAuTdT49BjTKMIBZ3hklkDCKmt0AU3KeNqpJaBgNiwfTCHjGJoUThYcebEA5xKRkEgEMEsizCYxJkkEpjJwa5PN8gxZlqEoipr7+MKq9YqiQBRF5XM0N+gmSYL5fI75fI6TkxPcvXsXDx48wL1791BkhTnJ2YKXL2U1D2P0OwPnxiNQCF7W5yR1rTUKC57ac33vanunIgyBk/M+7Nur5fKgUc5mY7GHGKyae3Vx3c7v+Rg/QyISbcPOdcmAK6yKG0/jpq/+lcNm/NTE941KOW3waqlvI2F3t8+wi5IZM5EkGCMICRxeP8ThcQ7FU9AcOM6BXOXIlAaPJMAJWhfQugCTHJIzFDlBMgZmo0mQLpAtlpjrAvsHh5Bc42Aq8eBkiUQQUglMYolJxJEIBgFtHUiMsUMrI3UtFgvs7+8DMN5/cRzjwYMHyLKsBA8HPLmVqO7du4fpdIrj42PcvXsXx8fHpUqwKAxoUQBYVqUsZveboZSyXJ1SSsRxjDzPS3VlkWcroBX0Ghy4mm9LF4rHtyJ97VpZw1i5WD2v1Kpm7chzFatwY+pqwLamD3ekmi3GpjDRj4GuILObUFep7fd2CV6hcjepp43PbfO+mxkoGKmAERgnRElkIkkwAaU0ilwj1wSlCVJKKKahi8KsvO3k6pwZCASV5yiKDGQlsHQyARGZ8FJMIxZAIjkmkUQsOCSD2U/GrOcjKgnGAZTjNUmS8rcfhcK4tOdYLpc4Pj5GmqbltaOjIxRFgcKqA8k6UbSp8fwwS4w7SYvXpDohRCmdGV7MJmXtSW9dZdc1HlhJP2TjsZ/uNKky+TXsUOdoD1Zbmxgld8s9bzxcqQpRc/YZQess+9tfSO13mXx3K6auUje3N60Db+Ofs1tl0GFM2+r4DRe4jjojCFblPQMYjBOk5NBaI1sWOD7KkJEEMQYpI7CIo8gJBXIbp5CDGEOuFSLJoZXG/fv3MV+cgDEyG31nGQgEKnJETGMiGPZiib1JgkgYmxhUUcaqBQiaFIrC7K1ypygTEfb2zNlfS+uY4Z6lKAosFotywrlx4wYA0/eXy2UtcoXZo1VNbj4AOZJSGjuW1RxGkQDnFVgJYQDMAaJSRa2dQ447PgjxDimsDbCG/PbJ+OMMO6jyirrHx1i6FMA1rN80p+LtzH7d8+j57dB98/92Oe+QAUPeRhukc2lDA6StjLHXx9RZT2QCt6dJjL29GfZOCHePAA5zDAmTAIsYVBRDRRpqmeP+yQky6613eLAHITgyrZFOZ0jTGIf7+1AqB7RCzAnXHzlEGseIY4lUMnCYyB26MAFvGTNR15mQyLIM8/m8ZI9zjslkgtlstnLP3TcOE0ZaE0IgTdOV55VCGnWfEDUbl5OyTIQPaY5CIQPmxlSskGUZlDKnNDPGkGWZdeowKk7OKmcX/9003d/JvpPSeBAAMvfXD9bbTOP4XVEZMqz6g4eoTVveJrEEtnxsYzA2nU5Cfb3fu3l7dCVxDaZVNVa43YZNoGXqHYrvgzv3OmWcgkelx8XqlcaKua8TV26/LTUEymuW26ZiCl0f1sZ2YmQBqbsBmAzMHoDIEEUCkzTBdJIjjZcQJECcgUcMxuNbo+AR5osFClVAFTk4Z8jzDEqZJUeSxphOp5jtzcCZBoeCIIU0iSCFkTiEnexhN9tW7vnuAEIjITlwceRUdkqpMnwSgJp6McuyUrUYRVEtTmAkJNzOKGWPK/GBy4GBUS0qEFT5vSgqycrVWeVFzcuwCVrBN9QieQ2NBB+ycdk7vXW1JBs3rgfN7W1z2WrZoXHh7vfZ+3p5HcJphwQ7hi48cK2nJnSZcZ6FogtKbY3a1tHPj96+ogE8sR5Zuynt2Q+H9QZME8ymBdLkGJKMOpBHHDICtJbIucKJVuZkZEaYpAlUkaMolDnkcZJibzbF3myK2SxBxAkCClwrKFVA248DJ/+pyEot5mPUgG4Scd8dcPkTvQOu5XKJxWKBNE0xnU4xsfu7ACCOY0RCAkRmn1hjwnSAUQGnslsDMihrIytViyCQrttDnL1vEGi1vBcHnqsejuH0rp6wVH22Ewg7pW09540uPHBtpF4+iz63BlhuDV9PBahbZSK4AVZnwx9452Ul0T8ZOC471a01VaPxCORgiITA/ixFlmkc7klk9rR7Lo1TgtYaORc4jgBJAkhSXLt2iDxbgjHgYG+K/b0ZokhCCI7pJIJkBA6OfJ4DzDhiwLq+E8hqtRiMUcms0LU2+6yee+45JEkCKaXZx0VUC1TrnCWyLAMRIYoi5HmOa9euYX9/v3TUcJ6KD+7dR55lEFxgOp1CSgkpZenOnuc5nnnmGZycHCMvcoApe5AkmQj3qMAO3PzUpKELBe3OP0E3aLl34/cm563oHD/Om1PGWjSkI15CuvDAdeFojbGwneGziWi6XepQzJwiF8Opueouv3fsWfFX5ZWHGzf7qAAkkcA0lZhNJWRmN/YKQAoGIgEtI+jr+yhyc0bWwf4USkVgACZpgjQRMAKDgqQCUpjQRSSF8RokGEBgDJosz6gicCqtkRcFRJbh+Pi4VN9prSGEKIHM8e+Ax6kWAQMEcRzj8PDQRNxYLHB8fGzsVHZ/mFMlSlnZ1JxbvSlPQ3BzLhmhAiUwc/aWJoK2EpYmbdSdntrTfy9tKi3fxd73XHT3m+/LAXebOu2spK22fjhkoXXZ6CEHrs1W+P1q3vMiQQC75GOtpzxPTTOQmmDUtuJvM36X8e00EEUcaSKwN40guIYmAzxSuFBHHNH1fRR5BtIKk0kC0hIAmQC2AgDTIK3ACeCIIIWEEhyMuAnjVHAQI7ASuGClF7KnDytkLMNiscBkMgGAErjiOC73UTngklIGbSQO4FRRlLEJASBJDWhFUVTatFwYqOVyCULlhOHmXuP2b0M/cWZ9Msi62Bu5kagOOl020qZdzQekJhCFnHnaVIVniROriyJ62HAL/UreBn30ox/FN3/zN+OJJ54AYwy/8iu/Urv/Xd/1XTWjJ2MMb3zjG2tpnn32WbztbW/DwcEBrl27hu/+7u/G0dHRRg+yHm02c/YLMBuUv2lHfMg68nZpSx6nDSnAumgAACLBME0lHrk2xSOHE9w8THHjIMUjh1M8cjDDzf09PH7jAI9d38PNgwlmEtiLgVkESJYhoiWkWkKoJSibg/IFdJFDCm6Ot2fGQcOo25zNyKoNnfqQjM0qz/NSMiEyR7BEUmIymSCSBhClEDg8PMS1a9dweHAIALj73HP4q//3/8UnP/lJ/J//83/wl3/5l/jiF7+Ao+NjLK1aUSmFvMixzMz+r/v375voGkUOVZjIGi4ahnOpN4FtBTjjpXs9aQdajTfVs3p0klYURSs2LbdXre/dnaf9U1dkaLTEdXx8jFe84hX4V//qX+Etb3lLMM0b3/hG/MzP/Ez5O0mS2v23ve1t+PznP48Pf/jDyPMc//Jf/kt87/d+Lz74wQ+OZWcE7dD7b3Rtobtu9ej9JlP6aF37Rh4rzaIGuIKvUw5rCF3r8MxYma9Wvr3cVOgMn4iYLbrbpZ65+nvKLlfqVqzgAAQD4ojjcC/FJBb22HmCsGVqrZBnHIwEOATyPDOOCja/K5fbzVmkCbowxjKjViMwwU20eq3BS2cIAEybPDBx/wqr2oPWFeBJiYP9fcRWRai1xuLEuMdzxjA/ObH2KIBIgwvDlRQMIhJIYolJGiGOOBhntu4CSmUoiiUA6/hBgCrM8wJmM7Lkomoz50Wi7cc6lFh/96DXH2f1CBz+u/G9G2vvxnf+aPwOEdX/aZXAa/kHj6X+ceDU1KYtBthkO/rnOsDcrnHo5sXPs8mCYDRwvelNb8Kb3vSmzjRJkuD27dvBe3/2Z3+G3/zN38Qf/dEf4eu+7usAAP/lv/wXfNM3fRP+03/6T3jiiSfGstRPu1RJMbuGbqq+gi9lNaayu978vhH2dGUcoKIz2cPqrm5aLby9c1J9kA5+WOajHUqUas4PzM/Rbs8I1hD0HmtPM6TsmnoHBM4AyRkm1n1dKwVVWNdxrUGaA5qD7KfIvUdlVTswcFjNmQeOtk7OwYhKyYvpSq3EOAH2MMpSqiENRgRlpZBIShRCQCuFPFfIFgsDiGBlCCvGGNIkQTJJIaVAxBNEkUSSxJhOEkSRAIFQFASlcmidg6gwm7Fh7YT2UEmjSOXl5mHSugQscgAGoHxg+5oZY7W/vtegAyg/CoiTLEPvKOSu3d7vq47Wtcjxee0lp/oLpfbtevBVwN192fHX5KlvfHepYNvuhcJUtYHlqQLXEPrIRz6CW7du4fr16/jH//gf49//+3+PRx55BADw9NNP49q1ayVoAcDrXvc6cM7xB3/wB/hn/+yfrZTnTk51dP/+/V2w3UIDjTFs9ae3trBXxslmdfDaklFo2OjZZeHlanntKnxkcsWsMQbOysxmTDoEwYBIcHBwFNDlBE3cyEIyElBaQGhhpBbtEMq4zzNmIk+YyVpAcDOcfecDk4aD24m/nCu0NpueYTYKc15FyMjsuVlccDx48MDYpOYmkoap3/gpSimRxDH2ZjPs7c+QJDGklJhOJ4jjCJGUJkJIliHPcpwcP0CRLyE4IKUFLAteWlsJEkZ6JDI2OK21OdzS7d+qrfHqqzsGlB6DzpZlJFldtoWzx/nXmh6GvpnjbKhfgqo54j6EmsytA9cb3/hGvOUtb8ELXvACfOYzn8EP//AP401vehOefvppCCFw584d3Lp1q86ElLhx4wbu3LkTLPM973kP3v3ud2+b1YHU3XndmmdllVG7wsoxFljnIXh1pdqzGkQedc70gZttA2r0ozTVjCx4eSztMCJXvZ6AFMa5ObLDHHFSTZTNjcC+63ZTUnBu6s4LjnsqNmc74mbXLiQ3DhsEu9r1DPpKKRw9OEKe5aXXn9v4u1gsoJUCKapN9lEksb+3h8PDQ7zwhS/EweEe4jgCEWG+OEGem7Lu379fLjxPTo7NeV6yDrCkTdgoF0A3t/YxrTW0qvahaU2lY0aT/LbyAwP7kkbTMcNd9/+67yHHjF1Tn3y2q6ABQ52OtlG+f20T2jpwfeu3fmv5/WUvexle/vKX40UvehE+8pGP4LWvfe1aZb7rXe/CO97xjvL3/fv38bznPW9jXrdHzZcwBIj8e6sDZOwelaH31irQUVAnWru5eqnzMYZyOmAFug6dImiFJodqgqznCXokBjqQ79ptvouV9D7glcFzYSdBhhLk5vM5ssx4GPphmly0dxfeyJUdRRHSNMVsNsXh4QEODvYQxZHZ/KwLaKWwUMp4GVrgcuo6BzDO/lTkhXH7t2DZdJiog1AYYHypqbk5udl+riy/7dra+7RAaxMqVceD06+quXf9jNuuc+fu8C984Qtx8+ZNfPrTn8ZrX/ta3L59G1/84hdraYqiwLPPPttqF0uSZMXB43xQ1yS+TYNnuIZx93pAYnAfapMx16HzPSFsQm0LkOYK3580fQmhKTH4UoRfli9lMFY5HDTBq1ZWYxLPsqzceOyr1ty+LotxNbfyyWSCyWRio2dMkE4miCKJPM8Qx0kptc3ncywWC+R5Xm5qdsDnzvuaH5t4jM2zu/xncDw171WgXbdnNdWDrhx/D5pzj29utm7WvU3ayHa9RdqFZHWade4cuP76r/8azzzzDB5//HEAwKtf/WrcvXsXH/vYx/C1X/u1AIDf/u3fhtYar3rVq3bNzlaoZiAflG48mZc8lKFeVoYkGEVrlXZWRqUzppDU5QORv/EXgHUJZ9C6PimHJAnAhFlyoOXUg25ibgNCR+6ac0V3fPhSGmMMggkb4NaA2/3797FYzHHv3j1wznHz5iPY29/DbDYtNx7v7e1hf38fURRBKYXDw0OkaYo4jit72nKJu1yUfGdZVqr0GGOYz+e1eId+J2q2jUvnt1EJvo334QL9hiLXNzcpb5POA2g16axAbBMaDVxHR0f49Kc/Xf7+y7/8S/zxH/8xbty4gRs3buDd73433vrWt+L27dv4zGc+g3/37/4d/vbf/tt4wxveAAD4mq/5GrzxjW/E93zP9+Cnf/qnkec53v72t+Nbv/Vbt+RRuM7sOC7P0DZf593URemhmcbXcyZ0Snye5UDsUgu2eSH6UkPl/WY+/v2QxFWVUXdkbeapxwi0oaACEkbTrma8+QCQ8TasVHkEpcyG4i9+8YvI8iVm92eYzab2nkKeG0nO33gspUSapjg4ODCnJ3OO6OgYURSV6Xzg8turarPKPha6H3onTVtXE7CabeG/u/NP4SC7fbyfhTr0zFSF/+t//S/8o3/0j8rfzvb0nd/5nXj/+9+Pj3/84/jZn/1Z3L17F0888QRe//rX4yd/8idrqr6f+7mfw9vf/na89rWvBeccb33rW/FTP/VTaz9EnXYLWm1utN1lD6sjPFDqap3ToP56ui1sm7K5znM2bRjl73W8DTsMybV7DDVX+3VslUBdcqjsNAz+icAO1Jr8mDoq3vwJ2s/jwMCl0TmB2Cp4OtWak0jMMSMmDqEvlRlwYlCqwBe++AUcHd9HkiRI07Q8S4sxlIdMElFp54qiCNeuXTMSoT080wGXOy6lORYc2HKOGq/unn8qsmvTJjnQcp/uhcCq00Yfhd51+T5MYYPLGkqGv92aJc4jjQau17zmNZ0P/N//+3/vLePGjRs73mw8hna50mCNv5eFWAd2jR9I2x5ENSlnQDicMSDTxmubROWoq+ymc0E1cbJSfVg/Ybg+oed5BvcyHFA1N9gKIUqbUp7nyFReup07kGpKMIvFwpyHpTSYB46W6xIw8ixHJgUAslE4zJ4w5wrv8iRJUkacF0Jgf38fDMBnP/tXJSi6Z9DaAKV7ZsebENICW2XP8qPY++3i2xHdM/r2rrZ3ETx/K5z4nLiib9d5KaTabkuzykl7/M5t0kMeq/Bi0Gon2YaxqDpLyqcuaaORfVxtHRPAUAllCMCtqOYG8NNU63XxXR/Q7edxDeW/6WRQfTfxCl2dvi3HL8e3XTm7kUvTVKc50FNKVUuqRjs40PA/dX7rz+TKK5QCyxmE0NazUJc8OTCIoqgERGcby/LchHfypMqyTKs6dHxWgMVqAN4EfFenrxZsSrRd72iIlFWmaEm7a9VbqxZgC+WGVNtNartHqG+Cb+NvaDu30RVweUQEsNbNPZuBBW3Vmyik0A5fHkaX32ti06E9toWadi6gfYJp2nPs1ZV7vt3Klefq0ZrK87KaQFiqBz1JBoGyXBon/ZT2rdozWEGDjKMEEaDsAZCMAVrzMuo7QKXa0XkROk/D5557DnEcl/u6fCnHP/7E8Vd5DdZB2N1ra8+u4Lp+evc3FM/QT3OWtKlm4jw8w7boIQOu7umnHbTQmW8IbdZnBnTWjcq/PB26jULKlDFgtE4LhQCrTaUYUnUBlQ3Gecc1pUN3zVeZNV3DXR4HXEQEKUQVfMFKas4d3UkqAMw5Wc6Zr8ZbRapQ1uWdQ0qTj3Pj8p4kSSn1aK1L9eNyucTe3h7SJMFsNiuPVnGfwjtUsgJgeJJcva2bANOUsELt3Wz35uGSZwNafXNUWGrvw7OztGntou5LCFzrgI/LM6aD7t57saI2HfbY8rYsWZ0L/f76tKvpqMsO5ig0KbY5FHDOS/sU57zcI+V+GztV3Vmh6bDgT86MMWiY6PC+Ks535ijVk0IYMUuv2rfMX2uXUkbCclJWU/Xn6nbnfBERsqWxnzlHCbcpebFY1NSjjp9m5AxXrnOld+3eBVhtKi5fQj1b6rathfjvkuT70pwWhdt8/fIuIXCtelz1N9B6YNJX9ur9Bm9r1txWXn/J42vr5HG7NuHzS2u8qCZ4DVUXNtP7ElrTMcNPBzAIYX47+1BbWmbfmw8CvhrStxExoxf0yiJPXViVTTDA0pyg/L1VURTV7E6FqhwvlPdszrjfBGJXXwi86s8ZblMHaqttV2/v0P2zoDb7ap0cIA8v7ywlr67fY+gSApdPXXsFNoENa5jvyV7dD9e17WFR1TKi5J5m2F7rNXKcsllto6G6Jp9tE0XI/uWkE1/CqI4NoZokZFiqA5tznYd1XOgjgumfgnMQjErQl4wYsycqk41vyGilEUsHFQb7qfPrJEPOjJ0pnsblAZUAUOQFlsUSeZahKPLybDDOOWBB2JcuGeMgQinluWY1klndrtdU+zXfif+7CVpdTgkXlc5SVbgLutDApVGGUDNEIUdMd1xCiMIvkoAKdcoJ1p9p6/BAaN5v0jCRve3e0A4XrL0PIFaebRiNH9aBgUPNH6sTSGersroHVB+/bSn8+kI2jlYblX8dzCrKzARfKtUIJuI5wnuGgvyb2Rmg6uBJUuYYC0YMHLzcgwUA0IAihYIKgK16g/k2LkccADFzVpbSyoSBsqHm3aQfxzGKPLfOHBrEjbTjAMRFlCciE8GdGVFMKxvpnmvT8IKVh1NKLmx7uK5H5qDJxQKFKqzkpc15ZEWOQhVeG1PZNCilQg4h4O0dIwtiBEBD69XgxaG28Tc9t/WPZh7GunqVf50h6MLbQ8OBhoEx0cmDW2RU12jU+BnPU3/eTcq60MDVpLAVyK4Ke3OycBnM/1KfRs2qlVXL11q+lhoDL6sbNsIT+mAaNFbOZnVZf+5VVQ3Rqjv7yv3ARD2Uugz2q2U7m064zlK9ZUGqvqiprrfx4KvmyomkMdeENiOXZRCgy1m9ut6lXmouwzgDwFh1mGQLr80+WakDWdlGBNjo9xwMq/Ym50xSnoBMzunCej5qVdvbZfLagzDJ58O9O//jgKveFl2qtz5X+fD1of3O9p2Aq3h72UOJtfKxOk04Cbm7LwdrGQxu/UGjt0GXCrgq8pVmQzrF0I7Tkm7DeX+rysxTVsFtQpuxud5gWH+S2H6jhiQBKSUKoHw8J9H40dQB1Db2MmYlM7InH3fYaeoeebZsxkG8LhESmc3EzrXdL8bYuFb3TAEA48xqPsJOBA6w8jzHcmnO+FKeC79TMTovx2a0EM58F38ALtY9aTDG7aeqT4iQt+aqxNsFWhsTVZI4GDrfz3miLulzDBjtQk15SYFrfGcY5sSxPjk8GfMSW1V/ozOtQ2eHgMNq7lLTjKtraLq1Ia9DJVPZqHg5cQNAAYBU3Vblh0Lywy8VqoBS2uzlspKLc4Jom2icncjno+kMoTy7l9/ezedwrvN+2U415QcOdoAEoHbml1IKWZ6VNi4frJqTfJsKtHLgqJxL3FEvbfau0wItVxfpShV9ngFrE3IKqNXr2wWvSwpc7dQGUOP7Uc9U1rjtpwyL9QNf6nbm64EVnQ1tt2ZmbC8UHjxDm3MMT03niwq07MBugJifxm2YNZPxar/wwxe5vU7mo6A89WFTEvLVQW32nvbfppWaY8evo/IIdKBl0pdeg0phuVyW6R0oatIoitxIXv7G5wY/rDYjhgPqhkCuD5Rcm+8UvC4YtS12mn22vYDVSyF15Cbt/dAB1/b6pj+Csfqy2rSKnr2kzB60e4X14evTBdIhbpMYwIgBrH3yXqEtLAxCgMHKyb9dAiuPJOEcmhD0EHTARUQleCkLYE13b9+G0/bMPvj49rO6lOKAtJ63Dl4aWlEpzWm9emRKc28WkYln6Etg7uPzwMBKadLl9ds5BFwhKauqt+J7p8DF3B9mPGJQn7DH2GfHaYXWV6W3gdMQXkPm/rZ8V8C1NRowua8kWUfHOEQR5qfZBugMsKSdiiTXWvvuKhhLpybVBqpm1jmCc6hCrdwDKuBy0kwko1K6MXYdUTu6AwgB9epD1qQbONCo9lAFwZjVI3iY+yjLXnEiQRUYV2ttwUjXwNMHLV/dacDNejC2tJ2zE1abialz4mxTI26bmg4qa5UxKuv4TnyRJM6HAriGvw47MIGg9x8QWoWM61Dr6Xl32aEa+swdTthtqrox6UP3m+lqv71n6iqv694muvm2ckM8l7adWpijahJvU/EJIRBZhwgAZey/0JlT7mPqWvUA8wGkj/cmaDkVoU++ZOOHnCrzoBLjfCnJxTcUQtQ2VPvPEpKYmsedGCmyHbxC1KbKH3N9tdBqMRpaAGxCY+xHps56vlBfdGnXrWfXdKmAq1OXHVjbn5eXALQNljNgZDC1y0pt72Gd9u56p/6ga1W/eAuLLtvO2ElkCKg26wxdb5Ni/GjwXXwD1jmCAeDVESa+w0QIuEIrlPDkVZes2p6/yWeIV2fXKoGzVKPVbVJuD9lkMgHnHIvFonIUodU4hc28hh/YZ6TGc4fzNW2CzXZpqiFD1AYAgFVXB9J3lTeUQv2/yU/9+c2CpW38hPj3yw3zsE0zTD9dKuDqposjBu+OtqmYuyztOR5Mm624zfWFP/nKSK5sXHbkJBbGjP1OighRHJdhlQCs2I2qSQrQuj6phY63B8zGXiINE1C+DrohMAAIXLgtxqv81upyDcnqTifurK4bN24gyzJ84QtfKOMX+qX6AN+UtPxJtAuQTm3xeobqZ6B9IbW98ndSbCtdCuBqm46HT9PbnNBP0wlibF0u7em0zE5aYuuFrmELcH8dEDi2elUp9bpChnD/t5nMJUAoI7+7id8BQem8wBlYwzHDHRvSPKAR4GCsWmU7W1mTJ8OPSc95BTjNVbrjlYgARuDMPinVnS3qdrC6K7oPPq6s5XKJ5557DovFog48Vu1WOrIE3P7N73CQXUd+vm3YudrUquZmy/UtUEja6krDGK3cO0/apyF0KYCrrQtUFqu+TrLNmbClrJ3M4s11f2BVGbw61uo3lOq1hdSzG9MZCHpdqs+mnaBzQgrY27pWwowZwIB3zHwTuCrwWHUy8G0/RFTuoQoBVbsqrITlIK8+0NiohuClii5kV2uAC6EmLbnnyvMcJycnePDgAZbLZZXH/huUthpt3zehb0NVV+XdrK/vStXWppoGuvveeadLAVxh8vQQWy7XDuPBXdWsxjeVC/vSNfTRqJ7+9GTAZi07qvU0hdpTppq6CyYIrrCA5A5W9L3yHBkXelFGXAdQO/03juPS0SHPczjbj8sLYAVYPK5aeV0FB4JSOUjTinrQV82V+ViV17n2O6DS2rjK1+urwLjpPdnWJUJ2wuZG4M0dJTbrkF1Vn7b96CLQJQau7bzp1TmyclQfqmxjnQA6dMU27nmaa+b1qTLo7poG49E5GcQhaavTYcNkAoCV9MGVsSct+QdJurxO0mHcLE+UVjWJTClVeuY525HWGlEUIc+zWqzAZuQOx4PWsGpFYxdz0pr76z7VRmhtHShWpUP/2ZqOEc4e1zxDbGX/GTPXfc/JNocIp+b06zcBePmKlNeM/jH0/fvU50SzLm2rqDZ+L6LkdQmBq11l1pa600NuZD2rl4f2utb14ogytp0bgO8NtVLQdjv6OcGjVjIDvGrRNlVh+wRQ6Qr7VIXMzNA1qajp9l3eY3xlC0dT9VeCnJM2GnU3YwLW8xnXed+9vglajlbDL9VBa4XIbFT2gS8EcH67+GrCkh9j+KrZlEwpPj+mLiGcirBiwoHcWMBZ1z7U30M66hxdWxO0VvfltdUc4uX0lrLtdKmAq+pAzUmgD7jW6gqBeuvVb2fV1VVGAJb8S1bF0AleTaOxf4uqBBRI21rkhiu3Yfnraba9WmyfkMJ2nqH1l8eUOP4D2Up4bEhkLtBuFEUrko85yBHmeBJr6uKMIbKSCUMlxREBLAa4qu8Vc5EtmlIXY6K0V4VW7X7YKSNx2cC3qIOXbyeD56pugEvVnrXpxFG2ATMqUcGEATFUHbz87VqRAE1FvR8TAxED52ZsuCjyRuoaP17H9Ltayhabm3+1TWHb3it76q/V2cyxOkuU6VlVJ/mTaXB+a7clrvKwPl0q4GqjiyMA99MqJDcooCP0uk04TwuVffQ8LLFWaMja1I6txkJiRboZcH3dRUjTZlU2pZkv679hrzlMa0zkTjXmpJCiKMqNuWZflFXf2TKkEBBcmIjqqI5VMSBmzrFykotTGTqbUl3yQWlT8vlxNin316niiDhAChwMIHPGl5N4/GZ0IZyarvghlZt7Zik80PLOK2NkZ1dt67KSVq5yCCHLQzk5ZxCCWZCq4kEacNZw543tktqAp7HmrL6wla+ttJ7azy0otIenlRTWBC2nhAkNCYZhQQM2pYcCuHZDGyvh1qpn2HTdT+2c+zBHIyob1h59ALBNycl5rZXaoxXPqvbrbZPnEP5C5ZSqQXfdpfV/15bbYZUiUEWVcNcK71gQwKkO60Bn6qpWMgxUTtC+6s8BUdMm5asqHWiFnB4AZlm3/DCvXt+TzfattvZsqgj9a83Ygsyb2clKT0orY/MDQQjTN50tK1S23/jdXpYYnc5LgLYBVY6eZh8LKVQC9ZQt3NPHQ4UyVqkL/e8+aLmJh5oZVx6ke5E3xBY8hB5S4NoG6OwQtGrsDfBebEmwenkAz2ObphpxmzJ38ah8hvUG4dgB7CaEpuTj7+nyJy7//K6VsrzGd7H9hHW7d9Qsy90vD3/0XPKruqkEsLpqcFUaCNm+mun9+5zz8jyuEoNZIzq9bY8iL5AXOUS0GkFkm44T4ykAOgGAPheOEqzxF2fddhU9pMDVsoJqvXPKxDp/dqT31/FrRpcfm2U4c6i18GjWxr+d9d/nwEmD+V/GTTSj7GKBtE5ycA4K7uBFdxqxr9rrAwig2kuVpimEEGV55h6DEBx5ntc+TScKgKCULkFMa+Z91zXgCkW9DzpjOCnSuvtzzrwJlZze014yZ5Jl2dLwrzW4MCrV0wik203jtBFnAV6+dF86vKCSu84NoOKhBa4wnQvQ2ohYy/dtUxckdHXsTXgan3f92ralkG2U2qFC7Erf9FpsuqJLKYPlNp07mmWHwkn5Jy3XgU/XPP9C9j/nqWbUnmEA6vrd5NnnyXwcaFkDoaeCJABaKeT2bC/TLqLcFgCg3BpwJiBWU5l2JOt4Z6dBbeDl7JTnha6Aa0u0XWltQGnr6g+3Ql3l7mbSv4w0FLRC6Zv2Jx9k3PWQfawqDMHygfpJy6XqrQjvr/JVlfamPf9sVVUYetam80UIcGsRMqyLW51ve+6XNpurC1UY1SYXyIoCsOGy/A3Zpw8Kw4806bKp7YraFkmE6m8Xb6dNlxO4zmBSP/XSRqnownRuVKO7onOMn5uoCn1QAaoIGU5SGuyqT1WaJrnNysZF3kz6aZrWvA99W1eTXwYGRWEA9tM5aoKJryIswcbuP6uDN4GIQakCWquSdyJCZtWZrOGNeV5pc96269gUUi939dnRtW/A7qUBrk5PnGBj93vfbNqRNlkhVYOzMxU2VYg1i2qXAE4PB0Lt3jbxtUkURLQi/IWcA9bhpStdmy2pyaf/uynd+OW05WnW4fL7ETb8+81Jh2DahzNe7QULeDKa+jiEMNEzmnY1J3m5Y0dKaxNR7XqzbdomwSZ4rXgB1t6n+WtAy3RgKSWUKlBYQBVSQkixspUgVJcbEV0S2dg5ofLWC4S7Gkn9ix1r2+7gvZm/byy4bRRded330c+1wfR6oYFrWENtPt06w/Polu7IErq1Mrk0WT8D7Z97drKDr5mwb/LpS1t7KArntbUHJ74QeNVcbktb/urEXPMVaQBPn4qr+bxtk1Lzeh8QtYFwF38+OZVhMwhv6Bmb/LepJxkDiLj3u/68lcRFUMq8L8LqxNZ8phC4+r99oKneGdUGBhFKGxbAwDkzPFibXMQ5OBcrALiqonRAGLbLtQHeEApqalcu9o+jTRdaneOkpSzqmD+bkn99sTOO77F0oYFrGG3L5hJeOdepMbF39O+18GclU0cnXbnbhnqubZonKAXqIdbP+Ghw7W8vf/PsetRacL+fySlrlrpUa0PISRZa65rnXxv12dj8ycmV6yQhoHLmyLIMRZFjsVygyKtym4dh+jaxLhAOAQURQauiBC7Dm7ZBgytbWFHkUIWRwsxGa1Gz23U9a7s0No5WALI/x+g6uojIakkoDJzbok3767p06YFrm81J8DtxUGYaUsK2OVopN1xLW72s9m2lvfzC2IAn2Mkg2fQtdnDtMDk08DZ+lvX5brMxAGGVmy+Z+NHh/VOHq0wI2qVc2XUJzAeJShJyakkXdcOoDxnIlmvsYlEJUv6ZYK4eX70ZOhvLT8PsLKxJQxuRClobb0dXv1Km/Pl8bnjlHFrVQ0m1SVEhSWtd8FoFLSPODYWwsRQq0bG7KWiNWTSuqwJdhy49cAHba1DW8WudEnpTN1QXjoiqo1W2w1n/xN5f9hZAubWITaXmMF8hVYe7vh1an+8mkLjv7l6bmtTd9wGmJuXY8AchW26fDcXvj02VkynfgVZ1IKTvPt/k3wclH0T8jc5+Gqd+NJKXqt136YuiwHK5BOMcUsjaRmm/bYaoaEPtMyZ9WR+YbbdVNeVYCubZgrTTqt4foCr0858WeF164Cqn9rYXc8oi7jrTu4t8XS9oBN+BSrevBRsibYavljlPUS3XnPxPux/UaRVEhti1QjYLvxzfy9BN6qAqRqBfpi/t1B1E/LapQgL5oFQUhXFDLxQ4d04QgBBVGgcyzUjy/j4rAOURLO6dGDVgvanc8zhVqJMy8zzHYrFAnucmJFbMkGUZEm8zdQi42lSFbUAVAj6fgmWQab9Qmib1qW+DtKX+u1IHdUtdpyll+XTpgauibUzVfhnrlHdK0SzqVQbzby49jqWw9HE23f4sqU3FHAavdakpvfhqRKUUVKFW0q5wSv5xJ6v3feBxdq8okuCc7FRXd85oAq0vCTkwlFIijuMyrTunqwLfHEWeY7lY1NSQy+XSc983aksXs1Bro1psk0zb2m4TWimDsbWE7zMws14IutDAReXxCUB3r6jE9NBkMM6A7cdiG0vdeZoqqzb++ic0310ucK0vzzklXzXRrdJaLwZgm+NNV3khB4JuvgFfigmp7OrXgNW+S+W9srxahd53+1oZZ+Dg5VAQJGpqNr9+V1entxm5gMEEzkxIKM4ZOHPep/Y4E0alV6hTHDgQ0koZmxhRzeGiDBLsgvq6iB1KobDhpgpVQFs1oAM014MNAArISEIKYaLlaw3SZD4gECNAuMZi3piuq/WclFmlKRV+9hntS2VGMjFgyOtqVftv3UY+jIak7uzprp+VP+0319fc97a5pyqi4sY+L/x7HUxUS317QgJVXqjr0sUGLmgQbCP0vuGwSsUvLSTKd5Y4coJso+4y1lMuDrs25n5Lrlo7GV53oXZrqvbaeWgAUNeAalHFhcprq8vnre1+G98hJ4t6uUBIUq0nq2YOar4Km72aUK3diTQItGL/8f/WnodQHrvipsFqWocFLa/SMr+Tu+wxI4ZLEBEKu4HZn0iZrYfZeqUQ4GAotAucmyPPs9KDsSgMeBXWWYNxDi4EpOSI4whxkiKOIjCYcFBaKSgwQJj9a7DHopgo+dwCjgUy+Laphhqx/NedNQZTljtd2R2Lwry4+FRJrX1zy1pmjZZ+R276cIuUkn8vDxHIgtdKDeTlIELZyQggCvPpzbQr1937ZyB0+TH30YUGrhUqX1Lj7yAaneFCU/eTrtsO4/OcBzmwCWCXqhf4uFcK4ayM2+dsVE3vQzdROwkF9SIAAEIwMCYAUHmIJGltJ2y30OBg9pwwkD00UinkeVYrUSllAEYK4/IOe1wLCCANpQosF3MssyWKIi8D6Ro+BKIoruxXnIELjigSiIQEaY08y5CJBbiMyoC9BIYo5kikABeiBLEVZ4oSxNBQ9dc1L+ZZOZpT97b60tCFch2cqmsUut/I132tObkGeOzkykrErFoArUuXC7hYy9/RBazS6U9mu62xe2gNOEpl63z039+WhNta1wg1zrbsIG1egUD7Ctvcr78hpzKsErkb9e9+Xf75WkBls6q5yjN7qnIlTJnVNuoA5yrgnJdptQUs493IURTKOlUUK2pPEKAA5HkOITiITEQM51RS5BmW2RJ5npVngTkXenfkimuzSq1YgJOry0pDsiilIgXChMiAuJSVjOU9k3PNb5PG2xw7Vt/ZyqVe6pL8m+lq0ntHecEyPFVhBzcAfM1BE8BDv5zK2HwvF0DMAdj6Y+hyAdeaNGSSXqeJN5v8twMbTR5WeeoT98+AVpjsV+OerVfgMGqqFJugFVJdttndXLq6+ipMzfLc92bdzfBMzmHCn9hCc1zTHlafzGE/vnej8wasyjB7sghFwbBcVgCU51mpHsyzDHmRQ+vKGcR5Ifrla61RqAIiz8EhoFTlJSmkAKxUlGsFgCFNJ4jiGPBUqqvPEe5/PsD1gVfgzSC8wginaCt3SN/v60td+Vwdg8po4cWoKavFyqbrvivgwu4m6dOc/NtAclWWugDkMWnXyhsXOQbWLoqqcFsSqIs44Q6ULIqidr4XQyV5VHYQsyHZSGiqzgf5E5XbJFxguVxguVyWMQ6dPwTpCizdPiwn+S2XS2vTsudrcQ4heA2wymo90FVKIWM5QNyCGSEvCqMStHmOTk5QFAXiOEKSphC8UvMN9Th0EmVXnnZql1r8qxelP/YRaaNSJpA5omYDuoTAdc5e8ymx01Aq9FQauF+71C+n9efZDg0duH2TeLtWPpx2V9S1gm06eIScOkITZ+nhFzKuB8rz8zXbzIGXC+Pk3NF1UVQLCFY/m6sKLUXWgF+V50AwzzMLSMpIYNzuJ9OV3cs5OhRFbq7ZTc0EDTAgimQpxbW1hQORMhCwKqCV3XxdAFybsoiAXGlEUYTlcgknBTjpsPlp1td8d+MkrXG0SYldfWlsOeuVUY1gJ62TVR+GDhMdSpcAuLr1rQQYd9gNDIFj+fF3a7WH92tYzHfES7iOQJ2s634Lj6eyPqjvfautsD0WTk9VuB2AXldV2PabNfpdjeOBqsea56G3R4qIzOSPSooyDhm6tEGR3dRMWsO5vnOrfvQlOAcQJgiuc2fXNrZgtaHZ8SxktaHZV8f5k14T2P3wUVqrMlI9UwYszXVCbp1Eqs3J3aDVZt/yv28DuMb25TYwaVNNbwO8WqnVDgcQuWDJa1VfowsPXH1beu1UgOBksxMhYdXvqC3dGBrEapnIpRwrNW3CDKvujab1XsSucLObm447W1LdDaHVuhoyZcdDhLYThK45VVye5ViouZWsqi0ozl61KDcDGwASQoBbAFTKRNXIsqWZvGCWdkWe2zO9TDBcf6MxgNJ+NZ1OS55NdI7C2xRdAX3zmrlu925Z1aXSGtDmvtJUHn1inEpg3dmdi/xwtd8upKwxdK7suytG0GrxzBi3m9P96+vRhQeu1S6zOmKNU0vIm2YnLLVQ+0zS5T3kcg1i1cOOgHa+M88o6lsp+A5jg3R9LTJp0/NsKHv+6hKV6qop0fjp/es1uF9j9duVj9nZu08DEFIjtkleTlVYl0ZX1Yttasmu/XFCCCBGaefKrSu6c5rI8wyLxcIAkDsDS4hyM7KRtAoTsV0pFIVxsMjzJYrCqAdRAgW3ru1RacNK0xSAAUlTjyqdRvxQUb4E5jusCC6gVBWvkXHjsaiVCU8VxxHSSWrsfBa0/PO4xi5Guvbz9eREcDbz7HZdFLL1+dfb1M27AD1Tvnke51ForqP0GHVnfK1LFx64VmlcY2x/tTTUTSLMS3MSCZbUwnOVZ31RsrXs0EQ7tJoWm0RZzCaDx+MhaD9CZRNpm1RC19vArY3vUZNBQzhaud0CWiHw8st0sn6XTWyIHa2Z19m8nHSitYJSudeusJ58CsqqBM3cRdalvbCSUoHMbiJWqoCLoMAY92xrAnEcI4okpIwQRVFNEnM8t3kyNp/fpHMBgI0NzjlvJHGMKIoQxxEYZwCr9mv5ZXbNEdubPzoWrw3wCjuNmDKGjqV1VYdDFmasBK0KsBwRbUetermAa/AKfzVL37XhdBoKrD4OT0mU7Kumdn/dVu157h096roDO5Syd4B6j9XVSq28BICwb4IZQ06aS5IEUgpEsSw9+5w9bD7XpSt6lmUG3IoCRZGV3omFqqJlmPxmA7OUElEkrXpQIk1jJEmCyWQCxpj1RNQQgkEptvJsvl3LAZq2oaRc3aZO4xqvlLGjHaQJJtMUaZqCMytxbQGINi3Df89DJa5TVh+dOV0u4AqZdvqynN5cuCGxlu8N2ondrocI4Yas0XCm6iUNfO4d0Do2qyaGDCqDBb92llGbHEttKLWmb+Zpc9gIXuccAsxKUhxCSMxmM6RpAqVmmM1mpav7vXt3cf/ec8izHPP5HHmelY4bXDDEcVSCXuUAwUve4zjG4eEhZrMZptMplFK4e/culsulVR8StDbKcyllyavj13k5OsCC1pAyKtNmeQYiQpLG2JvNEMexkf5c6DhUNq4+Cks+2+mjTVXladpPLwJdLuBaoQGz+PlEqfXpLJ6Hbbfi3TzCOHVIUw21bVtXf37AtURIVbgKZPX0TT786yFbWV+lICEAAEI9SURBVJsNzdnPCBVAuJBIBnwM2JiDIzkWi5PSC9BgHi+dI6QUkFKUAXl9Y6hRIQGcowQ2p8ZbLNLyuBJYADWnG6+q13w3fSIqnUR8m5iUApPpzOzdsodtwjYf81SufSDUdv+snTXWpZ2o8ndElxi4xoke2xJUzkLg2R5dbO67qcew1Ey99kq3fe/VuHJ89Wi9nGZZYwzwbc/VeR0AmHW75wxMVy7NjDELRgycG3Wi4AKci9Ju5WxMMjLA5a5VtqtV+xXsJtU0TbFcLrFcLq3El1n3elVL77vml+70RJBRBCkFGOPIc7PxOU4SHB4eGBUh594+NE/SqbV9uwTWe32NIdXllNOWflPyFz7bLrtRE0oVwQZFX2LgGtdbdmNivWh0sbnfBvmTxHrqmXobbkPF06UqbFMJhq8DzctD0xoAawKdAzBjq+KcMJ1MrW0KmE4n0FqVnodCGkmLMQaltKcqrMI1PXjwAGmalE4ZSikIwZGmiXUOMdKeUrqS18i4ujsbG7NSluAcUhhPSCITPf7G9RuYTqfY29sHwEBaQRU5tCpAIup/GadEIeeM3dKux37TTr1ZfRcbuIgBLaH16+k6boUGLXrEfZfHGU5bkvV5oo2510XnUZQP0S75bC17oKAVmsDHSk3rqBPb86xe7wOpysuvUsEB5F2vrvnpXR4DVgTGvMCoNfSiVeQDAxi3+ThklCCdTMAFBwOQZUtTBltCKTNpmaAWvkRoNgS78opCoygUikIhjgGAg3NhqrY6SMZ5Nf6sxOVKcPEViTEUykSrF0JgOpliNp0iThJvbBK0KlDkOSIZg8kKHEsvTbgzxYDmpOsfFMJYTflZNg+8EpvU9I4M3e8i38NyiGpzuLNHN3V5cXqpvL/N6wSAr13/xQauwcg93sC+/nrgdNRtnRPpqWr8OirbkI+xwB/M35E+ZNNp1tOlfhvqAr+p7aAvnT8Jm/TuezNfHchc2T7gVU3mg5/91w6MevwMd8MYqWQUIU0n5SZkAMgyY5tywXHNBGryVe2MUlIyXn/KRpPXMA6CzAbiRQVejAF2/1bJi+cZSPaZIhkhjmPs7e9jMp2UtjmTyJSf50vEcQwghjuahNlDyMpzDxsAVUIt874E31V/VJM2GtrH2vppM02b9L6yaIMHOwNsdmHeWKBsH8TWnxwuOHC107A5s5lqnZm2mecU1W2tol4o4Tp8DcnXcf8h0zyeF8+vuoS12fqha6JzQGPUc8LWkoMzARDDMluCyO4DExKacRAqlZ4rCwCkjMpoGQBDnhc4OZkDYFgsFiY6h2eHMnYy4wtIQOmaT0TIsqzk+WBvD4eHh5hOpxaY6mRCTOU4evAAUhjQrbwcPaAqm8BTJWPYkrgvuk84z/B3tgtnkB6rWm+K7hJdy10B1woNa5Jmqj4jaF29MqamwTSqx2KgMDlQnTr22Wp5AgWcquQ3jMYO8nXSDwWvbvXj6sttBRFPjRV0uBjAX8gdHiBvwq6X67eLH9uwKBSUVrUo78ajMLKu8VUdztvP7cNyv11U+AcPHpSR4V2sQz9qfWhjsrYR5KWUSOIYj9wwNq0oisAYK/MYO5sqYyOaDdKqJoGG2qd6N+76arqVd4T2YdD6PlrSt+U/XU/GtZdBWFUZrkeXDLjcTOnPmNtZAYdBy69zS7S1okbyxdbNE/zRemn7FOK5puiAjbK8RVAJpx+i9vGBYajHWMjDrO6u7sVKYY17HXV2ea+1PYu/v2iVV21BxZyHlWXmlGMDJtWJyr4Dhf/xeSmKAvP5vPQQLAPwKgXVCADs88YYQxzHSNMU0+kU+/v71l2/cof31cC6dOpYBULvqatnDsy7zbZofact3WNTlXhnnZeULhlwscZf931z8GrvF+MVkmtRO3K2VDSwxmaeIcx2pdmhpqxlKu29xsBAFrya5W1zuLe5lPfV0w567iiIsIRUm7RRef01+eiSsvrsHW0g5yQjR0VhgGq5tKcU2yC6RVHASG5uf5U5xsREzajAy5Xr6naAkud5CWrLLCudMJz05J/YLIRAkiS4fv06ZrMZJpMJ4igy5Xq8+pHvy43Ktn6lNOLYyUgVYDmb3FZpi2Nl7ELrotMlA67zSS2m0tU7IYGxLGTAoFlnXPVqS5vSK+uZhbEz8GoWPQh4bKby4A9/Ig4lD6jMhjhedKVvqurK+hvSUJ0qp4Vm3mZ9JjX52Wp5miDWLKPJd5fHWAjUXLSKxcLst1oullgus0Ykd/PhzHj7ASjv+1E02tqIMWMnEkIAnsoP9tp0Oi2lrJmNiBFFEZiTzCw4On6cKtOoMWXliUheBI2aI4lp2xW3Aq+tuj2Ry38qYghav7brnXo56dID1+mdw2Vq86ep7s7UoVrrmo1tFet11BEyhq97KmmzFWffAGvjru36ENvNmPqH0LYmiT5pqJkWWH3nYbtURUO8x4au1ENqRr8eJx25j7MbmcnfpONclK7lzsPQt3c1bWdNHjnnAK9cqN2xK3EcY39/vwQuF11eCAFYgPPbWilVbmiuTn6uQkbZp4I/IBlQnq1XPnqH2nSVdjcPhTxgQ7/bru2SdlXfpQcud6hdK62hL2rX2nXpzwauzBr1hKtolNfxjKuuqAOpM2m3rrDPHbdZRjnxdrJi0g8ru7oGjFOjdDkuNOtpSiAo+Rxmt9gEbJ0HXY0f9Nu0hpTdxrurs/k8RFSeubVcLrG0f/M8RxRFRh3oVIPaANlikZdAVR2FYkI9+XX41xlj0ETQlpfJZFKC1mw2g5SyzO8kNAhRU2m641Hu3r2LJDEbnZMkAcCgLfhWbUYgciI788Jxeu2zI9tSqC939am+fhTuq9unst1bePKfYRO73KgdYO95z3vwyle+Evv7+7h16xa+5Vu+BZ/61KdqaRaLBZ588kk88sgj2Nvbw1vf+lZ84QtfqKX57Gc/ize/+c2YTqe4desWfuiHfsjqwjclavw136m8EliB+PNoV8k1lU2ozi4a8IJG9SnW+XP91d3QfH26wk3L2Eb6s6Kz57NNctmkLF+N50tA7vdyucTR0RGee+65MrhuURiQODk5wdGDIxwfHWN+MrcHSKoawIbqcIAlpUQcx5hMJtjb38f169fx+OOP44knnsBjjz2Gw8NDpGmKKIpK8HKgTNbLkHOOxWKBZ599Fnfv3oVSCpPJBGmaQkppwNfa6XQppQVbZCvtekWb0Sjgeuqpp/Dkk0/i93//9/HhD38YeZ7j9a9/PY6Pj8s0P/iDP4hf+7Vfwy/+4i/iqaeewuc+9zm85S1vKe8rpfDmN78ZWZbh937v9/CzP/uz+MAHPoAf/dEf3cLjhHRtLiRoj2m/pz8aI3lnCZvRFsdD2HrTm2k8E9T649SpOfmtk38XvKzPV3v6tlXrkDq60nR5x4WAxQcYIzmRPYLEnGrsPAmdpOwDkQOYpkdhs74q2G6M2WyGg4MDHB4e4tq1a6UDRpIkZVlN/gAz52RZhpOTExuoF2U+p24kImjrbl/3LvS0C1baqsrenbTV12ecBHVRbVubLq4YbfDkX/rSl3Dr1i089dRT+MZv/Ebcu3cPjz76KD74wQ/in//zfw4A+PM//3N8zdd8DZ5++ml8/dd/PX7jN34D/+Sf/BN87nOfw2OPPQYA+Omf/mm8853vxJe+9KXgJsEm3b9/H4eHh/jd3/v/25hjqzREA9hlOxnapH4wmKG0kapwJG3WsasW0lsApjZetj34auoTQhnBoTnQ2743O0abemws377KKlhv/U43j01+jOWorKeNz67vIbWTP0E2J0vt2Y/+5m/+Bl/60pfw2c/+FTiZsFHG38GoBjlnkJG02goq3dzdxwcdf2/XZDIpP9evX0ecJJAWyPyNxn5E+BqPRYGTkxOcnJzgmWeegdYaURTh8PAQk8nE5jX7z7iIEMcJbt9+HFEUQwgJxngFUuXijsFFDxlM1GK/HaDiC72T5vvpytuXrouP8PVVW76v7meB6yE6OTnBk09+J+7du4eDg4PWdCFaP1gUgHv37gEAbty4AQD42Mc+hjzP8brXva5M8+IXvxhf9VVfhaeffhoA8PTTT+NlL3tZCVoA8IY3vAH379/HJz/5yWA9y+US9+/fr336qM3I35cmnHJMTbtW0w3MuhUsOFuj81ZonUXdBdcGbVNVGCrXVxU6wJnNZiUYaDISzmKxKNWCgNF9kBcM17miu43FABBFEabTKQ4PD3Hz5k08+uijePTRR3Hr1i08/vjjuH79enmOlnPCcJKc++7sZkurGnzmmWdw7949CCFw48YN3Lx5E3t7e2UeP2J9nhcNO9f5odMcaT2W163UsUnzru2cobXGD/zAD+AbvuEb8NKXvhQAcOfOHcRxjGvXrtXSPvbYY7hz506Zxgctd9/dC9F73vMevPvd7+7hiDy3n+qrTyGICbfdurJaS15qvzW8zpFZRxW3hofK2Iqo8f0czAkht+u2dKOkq8HP11Wm6ch9noClA4a50WkQbz5ns+w2T8cuhxhHaZri4OAAjz32GJ79MsdifoIsWwBwYZXcmVfG4uyr9py6zoFWkiSlTSuO4/ITRRGU1mXoJ3c4pANB9z3PzSGWi/kcx8fHIKKyjMlkUrm/e8S5gtKA20RddzLyVIXWKO7vm9sNBToRVTUOdcpYl87B8OyktYHrySefxCc+8Qn87u/+7jb5CdK73vUuvOMd7yh/379/H8973vMaqTykCoBWiHrhqbVTsHGrhaDzRFcBI2f2jYFggG0EA1d8fiLW+D4IwNekPuY67je971ayjZ0cBj9fVz8yqy9C+8q/BjTlNdSACcAKUDWBrKyRqLMt/HTNPEmSgHOO24/dBtMaDx5EODqCtwHZusBzI6k5kwDnHOlkAhAhiiLsHxwgtp5+znHCSVSc89r7MHENUdqtXPimuQWsk5MTZMslJmmKNE0xm80q70RdHavi2sY9slFjNgGb1cbZaLxgztrutWOgoPqCYWQdW6VNJpWuxmmuYNejtYDr7W9/Oz70oQ/hox/9KL7yK7+yvH779m1kWYa7d+/WpK4vfOELuH37dpnmD//wD2vlOa9Dl6ZJSZJYl9UdEgH9x88b2rxDdSspq9Vcd0VlCta8MILOifSzOYUfhPlfzoVW0/E5oOFXePbztS+qmh1i1bFos4YIAZ+TmG7evInZdILFYo6jB/exWC5QFDmKIofWBbgwZ2QlSYLCSkmTyQR5nkNYF3cGlJ6E3Lq3ExEKZfZ+cQc87kmJkFvni/v37+Po+Bjaln39+nUTYNeqFZ2d0UlcTloztiwz6ooihybd0szbGzDnpksGaRvPuLunG2XjIiK8/e1vxy//8i/jt3/7t/GCF7ygdv9rv/ZrEUUR/uf//J/ltU996lP47Gc/i1e/+tUAgFe/+tX4kz/5E3zxi18s03z4wx/GwcEBXvKSl2zyLJ3EAh8QVR8YQ7777a98mseB+0bgtrIZTOM2P33doRIa/cmnO237hUCepsdSfzW14msfqn+3S8h6e3bQkDYM1YnQxxRoP2g1hteeJ2QLshURc8U2jvCw14kBaPEe7JKQamqBznZxYFPrsS1//fvuuUyPc9+rozqqtF18DvVQdDYlzjm4/RvFCZJ0gslsD7PZHmazfUxne4iTFDKKwGWEKI4RxRIyEmCcQ0gJGUVm35eLjkFUqgWJMSyWSywWCywXC5DW0EohWy7x4P59fPnLX8Zzzz6Lk5MTSCGwN5vh+vXrONjfR+p5D4Y+5hmq5ypUAa0LEBmVYdWhzF/jBLPqaNPZVgPSNNV/QxyB2t5VyJlmm9Retuu7zkHIxe+vDVSbd1wb+jRK4nryySfxwQ9+EL/6q7+K/f390ibljLKHh4f47u/+brzjHe/AjRs3cHBwgH/9r/81Xv3qV+Prv/7rAQCvf/3r8ZKXvATf/u3fjve+9724c+cOfuRHfgRPPvnklqSqnpV3X+6aOqCuEnHeT746pavcVtXTKArXUH/KoZJiR5oBi/+VhN5X51tZ68dNTGioperlD3tDbT6cfnFBXseQJ9gYHCSvT9Tvm+R1CadrojBtEH5fXZNTOE2l3iJqlkklSJm+6vHf0gtDasM2voJ2M+fCLiUi0ohjM565yMEEQ6FyAMZNngsBTgra5hdCQEgJISV0noMAaCKQqs7wyvMcsCo+wDhtnZyc4MGDBzh68KC0c6V2f5bbYNymGm0+s1Oz+oF3BWdefpTvvrKhD+xjAwe+D1ar9s3qHbf1iT5bbShPK78jhg+rdbAKoMw9r1iq31uXRgHX+9//fgDAa17zmtr1n/mZn8F3fdd3AQD+83/+z+Cc461vfSuWyyXe8IY34L/+1/9aphVC4EMf+hC+//u/H69+9asxm83wnd/5nfiJn/iJjR6kos1E3K653XXq0L6T3ZPfk5on/JwGL6f9vGdJw5Q46y+P2sHrMpAUAqAIUhoVIeccgnMbMJeBczPtKG2D30aoeQa6zcn+RmXGGA4ODqDssSbHx8d49tlnMZ/PMZ/PS8eOyWSCvb291vHpRxxpXtekAaIyXFVRFBDxeQoudIr95Zx3zVFvZYjImaYp3ve+9+F973tfa5rnP//5+PVf//UxVW+Zxk0aXaqgbbnN9nO0OVCNMOONKHBLZZ0CD9t4TzXnhY0WjdttuGZ0eEdhT8IKmLs8CUPeh0NW7VVao6I0jhUJZtMZCpVDa4X5fG4cNUS1CHQegS56haM8z0vHizzPUdiPUgpSSjz66KOYTqe1I1IcOPkHVvqSl7/XrTmuqzO6FJJ4W928LRLHFa1D52k5cYo0rBuG1AqjxO0adXd/NnJ4DE3dpv8eTh01DWZ3k6Hfk9ep6waA0rq6/lYgGCaYnQ6xSmXZ5uLu7vl2rjZPwjbvw5CbfKhdK5VXBRxSSihdWHuxshuSqdzD5epZLBbl/i7OeS2ahXYSGCqnrdlsVpoZmjbotq0ETTCuPlUZoQ3jw2i1zxoN7XnpLBefHlLgGkd1PXj7YO0pxfxpnYd7Jl5rQxiYupuNsNq8hb9ATaNxiDU1nePyjkndA9Trv79APZtORDuUWJvtsOpm3b5Xq6+9+trQ3XehlsjatbQ9k8uo/zQYA7RmODmel8F4GWM4Pj5GlmXI87x0h+ec11zbb9y4UQbWJaJy0zCA0nuwCV5tQFYHbSMZaa3LM7zs02L4y2oZM6FrZ62xuKB08YFrJy9/nPF8NV2Hraztemcm7962n7dZ1iAxbsN6zkhS6TJcn2YZVWF9CdZ72WN4DDsAtJcxtGwhBOI4BhFhmZnDJZfLEywWcyyXCwjBIQQHgTA/WZR7tpyNy0lozskiSRIcHBxgamMMlgdEenbn8gk8KbKpFmw+i/vLGIEzDs4ARRpOB1K1yQ7sklegtTZdfODayctfXa2G1Cbt7sQj1X5uULVOCCz4tV6If2+XS7kelecak+Y2OR3qYdXGy5Drvhed/862BWhVnauuzmOeqU1l6DwLw1JWpS4L2baartrNseB7F0opTbQLVcDuES5JKQUXW9G3Tbmguk5154ArjmMTVSOOS9d2R03QcpuLS89fD8RCqkLTGjDqVuZOZW54EzbIwFi7VLsNWqe8IXm2xWdwvHSk26ZD28UHLku7lrrrhuoO4cik2kKFI4vpU+/5dzeSGtrAug6ufaXXJjzq7vCt9TTStk2yQ/Mz5keg6J6USlVhS12h4+jr5TX7UB1IQnyG7FVt9qUuEHaqQpd2rPq06bTBOa/Zg1yZLkguQNCkQFRAa7M3KsuWZd69vRmiKC6BLo6r7y6Ce3kwJBFUUYC8/WNOsvP3WoYcqZrP6AOa+804AyeC4AKCh7e5un5ie/CoxVFbW67eQG1Q9I3Zvj5xerTav3ZBlwa4tgFa/YBk63Jau1r6LakTXPZOu1NbpmFFX3ja2oPsboD3sVjrZ0M73jmhNikUsBOVZ2tK0xScM0SRxMHBHpQqyg9jAOMMUkhwXh1x4ktU/mSvtQY4h2AmxJQDLiFELVK8z1MbgK2kgz1FQBjAlVF1KKWTQofRljrnxekOZ0KXBri2QWPnjnp61vi7LhPuizcAeoscVmeLrDE4/7mhrbFbGeTXy15XFbarjntW5TsArTYpylcVhvJ0SaltatgVlWJDcixd1EFgTEIIDq0FXFLOBdzxIc3zufy/LjqH8I49CZ3B5asH+56vTE8AMYCDleeFccE9CXUoXbCxdEHpwgNX0LSz9lx8nibx9fgY/wSn/bxbbmMf31vUQtvQrQfLsJJS0x7UzNd0NR9KY9Usbi9XF6hUvLS7wLddH8JbBVxkm8cHEndqMgcRB0obl0CpeGvYrvz8QohSMnK/AbQEzK2DZ/NaE4QZc5v6We24lLOn8zQnhehs+LvwwLU9oSf8As5Gi7N+ZzibLj6G3450gWJ6Sx7zwNseY1biqjs+dNshdm1/CB23Ea63csJopmumHyK9+FIZsxuAQdq6q5t9W0oRGHfNxqDtRmjGeA2knKowBBzu9Smlykjvbh+Yy+82IIdUhW0OJ0ZdaOI6ulBRBlDPgvyOep5BazPaZChceODaHrWpeU6ZDVPrWVQ6kEKz/5b4DRQzGA6HOBisyWartORJXG1p2zxS+2gtaYvZPFTnY1WScp6BXv4RoNXKg/+ctpZK/SdQqLyaji1QoLEwDPFdu2YZ15pqaYwEqTp5az5L3ZHBqh6FRCQjCG5AkTQBrJIeT4fO8/hv0vq8btKclxu4aiOzNdGIAqtBX8+9WjhD++QzfqFxll5CjqjlO4ZLMgMeY1OhKDTRDpl4uyfornA9nhoOtPqMtssMOXSQAt/GUKUlr1R19fsVj61POsBzzaVrAnJ5jfynZZVE5ZzInfTjlcvs7yY41H5ZRwlY0yJpI92ZOpl9QmfDs789wGKeSbL+vivVo4xiCCmNzc22l9O6ELEaR+T/29vH2vvQJi7sze0Jq+nbRlRDgm6po2seG9tPm7xuon24VMDVfD3Ucn01xVAaPq1u51VfEGqRlNZ51u1q8vqkhfr7dNLIcL7dLGj/UF3qqVKts1RZH7wAKwwi0GOpPuGWl1vcqPtc65vfTSYHJACgUcYrFObMK/NhYCRqZdQAbIVvnwd3lpb5JngEpTSMkzoHkQbIqf5YWSdKV23uPb6RDjmXSOIJ4mQCzmOAcWgPAMmCoteMtTZal7bhvt4uRQK9oFV2EAoomWFU4Vgdy2zN/rkN0AIuOHCtdG73219aAVgdpE5MHdt44el43S2060kXm8okhqqF7W5UV6bktqVEay1YBZLxfJhsvupLI/ycq3aPKr9fZ8V7sPU9hChX6Y2VOFmdWPfxLasqvDFUxiqsyTvVv9s+aj6kAnXu444fN+GbqPAcWisQAcL6Y7hh6NSL8CbeupXH+0WmjbT2gAjmHXPOoZT5biQxDxQZR62NyRxKyThHFKeIogRCxjDgF9gD5r87oq22p9//mhuqt02uN3g/7JXVmcz13tD1oKrvlFbmlw643PXttF9zmhoIGgOTrQc/m4DWdkCvj9pqGAA5jdTr8toEpP5yyom3h8sgaNm/3uJ1NU2/+D+o0w61Qa3Yc2rshNfLQ+1ZbQ4Ofg2ldEOwZ1dVzhda6+BUSA7ASrD366zKdVVprcE4g2BVGuPVWKUvIdSdcOwEYgu2Zh+Y2ewsbFzEmszX8r7OWnOyGaAFW7817erv9uXXabXLhQauduqZfAbPh6EV/4D8wfunAxrttIX6T/URhqtke19HOblW727wwHcL017pz7lT18td3x2eBefNpj2pXnZddVeqPsnTRMCtrIe7w/vP2rzfdOhwwGEkXvcYBgSEkDayBUAapWqwSf02FSPFaSrANAEQcCftMgZwbh3tiYFZtSUngEiASJWLGSEEpJSI4xhxkoIxCbAduMAPXJAMLq6hGuysaOtj9iznsIouKXBtT+ZaKblcUnv6ocE8bZvG179RP97qYV4dtF3BtqRR2OEKH9yVfMXWmL636zbd3Vio1dIqebFSZWiAS9mwT9V9t5+rmb9ZZh2gXeR3gEiVNizywIsIUMrU4Zw5yNq+pOSI48RuNo6sGnFH5CRPNN60tyjajkow8K7PB85snc7DDrtTom0OXtb4u7upYdvltvbjQZoC1nFvizRwsAVkoI2q7XrUYP0dSNjcO9RRyqg7zTJDG237rpcKtKYHXwu/ob1QzTxNxpn7eOm4PViSM+7Z8Vhps3IfR051iMZ1B1AVeOmyPid1lXwxc3Cm8zTkzLi8S2lVg0KC2Q3QZFWop9atWb3Nm67/TfIdL9z3bTh3XES6pBJXiHa79NhV6d3lbrHWtqLWm3PPiEKTaIc+vjHgV9arVrfYNpm0uRyHPO7M3yHP4DGDVWvCeFXhqprPqe+GqgrbNik387j7hhPf+G/VdZxDcAHNBQqlPQcIbnSHNkPpS+N8KbhVDZpQhQ3J2QTXlVJaiUqbs79Kxw1AE8xmZ27Ak3Nu9moJJ2nxM7VZtbX1WHqY4OshAq4rOi80Vjm21oAs7Ssb8DFYt8hGP9Nlo7CqEKhrJxg4FxAiQp4rlKJZLV0lXZWa6RXHlvoSo3lopIkSbzYpK22tj5yDcQ4phA3oK2AAq85f31vsf89n1xNGK6mH2OvPKV1K4Nql6Lyy0Q/B3Q8AxhlcHyYa2yp++sFv1mbq3FAbvBZ+n319ig1I01Wm31VK9RF1pR++Sm8DlTaJLGRzaQemQBov7p/nGWInyursreqhORjTtXJcNAx7BQCr1I/MgZvhUykNxgpoTSiKAkppo/Kze8mYjYLhAMuVXe3Nsp8WhxT/2fr77rDe3WXLa2vjrvfSV0ctD1US8S6mym3t1eqiSwlcjpx6pnKo6Kb1ViC7X2GtU8OlkwCcBNWrthtOQU/B0jtwWNmsnJT7J/TuMhtHZ3gS4+gNwFidDFfy28JDKsUxFFI1slq51obl3Kg9AHFj0rd5ufb0bT7V5mQHM26gGucMszfMSFpKKSjlpDkOwIEVh5RGyqq9X+YqZWW9Y557eJtV77crz1DQ2kS9GNyvdcHsZJcWuBwIjQGinQlIa6FIlWkdts4OSncDmcRwak6N4yhs23qYiTECeD3EkT3xyo5LhjhOoJWG2RxegDFRLv8rsEINuADnsFGBllMP5rqwbU9gTFjVoAC4Dd/EeA1IDTX2bF1KOq1Bc7qD89IC17nS0q3FS0emtfvIUMBZB5jc9YDYsAVi5T/nk7rUbF152m/iTK3tbRJdm1NGLV3pEOMvvhg0aSNdgcBEhAIFtAYY2TBNK1JEBVDVLR8QK+OX8Vo0WTgXhgfOQcyF6DCqwSoUlVML+8BFQd1Z1zttk4LOD50WT6f77JcWuJrkd/6zMEoGp/A15nXCrnhnLd+70vVd79C/99SymiKcI3Q1pO4bQ6Ey+yalMaGoQnmC5W9Nehve0ZrAFPru0rV5JYKsYrB2DzDncLlYhQC3kdf9Bc+KDZkM/5XdpHoeX63IeRWbkHMOcOfe7mxplau7yVZpM5zizLf9rEPrbTS/onXooQGuuvH7DOoffLF7kmlYXzrTDqzwTKhftluBjlpqakllro15zlUOfJXkmIlsHanL5dstbVZ+2/N0XQfsRN54X357cy7sN+Ma7+xUnbzAxRzkBqwsKJXfy0f14v15+YngPOxX+lCrLuEKkM4dPTTAtXtaXy1WzzkOiM6l2WcEjeO93krbkUcCHHgY6ZwYfFqRBQN7q1YSNjK1bf71yzxtCqkBhzoF1K7De2yqpCNXnjtLizEGJgQYYpBWMBuJKVh+qXJkzrnCd2Zh5d8KKFntqvvGy+j9lYT2UG2AuiR0oYEruGs8qHJpyb89ToIlBsvv4CXs5datcGP+LLsDIlgJZC2oCKUfWEbLIzVf94AW76hgYMoAiLTlrqVd0b4G3m+HhOZLe8279Xvj3kvd5X/1vfreuD7wGH7rHNVViJXijRzgM28dwFip6na2MJOZl2KuH/6X1fYDONXeyg5klxgoc4eWgaxKR94VoprqMNiUwa4f6KAMnerdtltd7uNDbGvjqbnlg7x/V5KWN7pU26sq3t2uBi40cGn4Uc4sOfWE167NzlxdDymVrCZ8AA6sKq5CKWoJ0TzXp4+6U7JAqhbg7iqo476bbyuLQH857Z12RGdurSogzXQV05Kmd1yNXAc0F1HuaIr6da/HENUmrNBEUJZWvmZWK6s23TDjVt4su2lXq3Ly8ld4ZvavN0VHBPJ46Zj9TQSwKjwTOKttKiartyMCNCx4sUaRK1w5VWGDWlyIeaMcAryX7/11zdiy8F29PHyBbKrcDID68o9SZTLU+hL5r3elArtoGcinC6K8a83q5YxVOGB+rSdbb3Uw+N2w4NfzQx1MBReaLQlpmw+3ZWDZCQ+nWeHKraET564bqr+RmrEN/fh8TlJy7vJmn5UAgyh/+5+dBsMFcAYv/UKSD6Srewh3X/+FlrjWpbXbtSY5DSxnd1q84YWP5dlLuWKiaSuAbfkxN9y0tXGz7/S9GVpdJXdUWGq6GmrFLc0SXQ4lrW7vPmOoqw2D3oaoSwhk1XRk1XfMK6fLISJ0ffDGYfRB07lcWp4hObm+rs48a5vsQwlcqzSws64jOZUJdzEThsprr2cTBWWn5m4nO4OHT1pAYNW3m+q3VugQz8O2iBvrei/6fJgJvN3lPQQ8zb/uXvN5hnghlvkRxt4uIBoKaBd5M/gprJsGk93XXaqgN4m0si26nKrCM+6vLevWLZQ65MFOobv7bDTFsBCLnWwPf1ldKU/LXfmsp8Kams2/vk5ZPXX01ump/br49NO5OIXNcE7+tTKW4QDeuq5fZBf28Zxvs2d2l9W0554FgF1OieuM++tuqj9Hg7BpQGeNe81+3Mn6enLgWa2uN30LXZEnQuma1MxXphuzb8z+YyJJrKp+2tWCq8/gp2mT0pplrTwbq0t5XarCMZLYRZa4xtM254ewpN9FV6rCtWlbwnW/FrxW6+gXNvx8qM5SfFXLSA42J6/WlcpPpwOf5kAZqpLrU5H58+o66r4QgKzTDnWBmZXAEaqjSWM3I/v3y/p9MDM3O9OPubcpbfpsK+Vh/fHZ50k4Vuop0zAMWuhU+xHDfWNM3xvj6j+ELhFwnSOJ5BRpm089fJB5k9BKnnHAf96o7ViTbYDX2Dw7Jffiel74pnyFpDP/HhEBuv0olebkfBbqv03q3Ra3obbw/46yOxENZ6xj79ZQCgHepv3qEgHXerSiXthg0j1PBtV1aD07yQi4G9nxx3buMaqiVlVcYHffEE+qoPoO3aDUlqdPVddX7jo0VKroUxuGyuzyMDQu8e08hNSNPvW9m9D1XakUt/VO2qSTrnBYfYuldaThtjShdEOBc1ttfSmB66x026Mn/pY5v365AxjOECmrqrsMXrupsYt6J48dstg/uYfyoGToothkxnpEhrwRq5so30er/a6l7DEgN1TtdjYOHeFO2bQhuo+/uX1rHLSoHX3OzkQz0EKXErh2QZvOd8H8LQUG/cVCBWxtjLnC11EW7oQhjwbqtGrpO2gki7sfpuxcieptDhWhdMBwRw7/fg3AGGrhb0Lg1uesselkurvJeOiLDYOWD6pO4nLX2rwuR1fdVQQRXFCRc9I9S7oCLgDtryYsV6xDG7/4nfYc1vi7YWktq+rTWa0Nt7ENGZCnYrE701kh3Apt3o/9Dihh1VyrdyER0AFMQY4bvKwjJZ1eX9xiafY53dYBX3UY8tRch86LRNVHlwq41vP86Zq+zts6o0Ejl0LbXDmNKqvDhjE4c0u95ncPNy23t/12/WpCfJ4ttXEwTIrpArLm9T5Xfu/CINAK2sWw/iTb5uRwNmrCfvK3Cbi/u+A16K0I2tLSfbt0wYGLvIbtT7tKrONeT1EbGbTG1NdRUfBW+wTVmnyNPtnMErIttBt06y4Q3e+wMYH28bHy/HRqY46FvpP5p5LcGhM3TksV0yI7kp/CAgLaHRia4BS63uacEvxOBMb7HUNCYFPZB6t+tfpw/S27LSlj284yzXfgqwedrWvjOqn8xxVcq2NT2pUEd+EjZwwe8MH2W9OHsLPS0ODxM1FrymHlrZlu+IJ7LfKNx/3Eaq0xFLS6U4TaffzbDfEytol2nb6d+p6331a4jjzsf9oK6VXJMjZQkmgbX81rbWC2LTp7GRro0iQ10iHwDrqakjrynQO68BKXA59y8TWGWP38n86aBq8cmk4O3TKB/328w0O9nnYeGepnGw2nodJAn1t3G3mpOzho56e+HKBG8nWeOSSZtth1WkqoL2LJLmLrx+2U5fWVawVGquEw1fisigrKfLXCjF3J9kJvbvd7ZU2aKicwTxqzdZox56nwfLnSK96pmso0VKsNfXPvStuzukrLlVYJYD5o9ffe9dRu4/r5WGqW6S8KfY2GadMB5WG1X1V9016gWoco27N89wFVYhu/ofTbVG9ebOCyy4E2iOgn7+3Yn9tZSY1dNbpsbFCy4fX4Ba3XaYaslLs6dI2LrvsD1Z6t/AR9zTvZCbNBqxnbVZl9iwoHONXy1c+xYkdqK4ma91h5vQZs3v22OaKcRBqTUZvg4oORu1bxE2onT03offPbsOyNXrFDHECqLNUES/VCPOaai5gwnVe7lqOhY2sd8KKy75iX6r7Xlz91kAyZBLp4u1IV7oxY8OswOj11QWdNrTfXU58NlEHLb07F0xUc9YouFp2Gd9k6oLHiPHeWwLNrbeQVtdLFlrjWpfUFkAad3qDprKn1ZvNGWH0UXs+P42hXnk4XnXbZJm2efmPLaHrUrap4Vuv074f4aeO1jxeXP+hC71RYG7jBr0Ot9ayv6hlV92k/69luxh5Glwq43BRs/nag0/l9Hx7XW0PXHlqzDsue38nXclPuek0dbtWbpB1HHWoQtL+rTV22+yikWgu1QV9btYFefaNwpXoMqYqada074XU9T2kfa9h31gHt9SS9YW1rbmDjodsL4lvuV6HtBv7180aXSq9TXwCdzwavU5cN5xT5H2YOQN0oEbi7zmAaaNtal9banFovob3sMu2m72rz593mBDPcO3QctW2T6Eq7ch31SfU0JtbRdWzUp6/0jkPoUklcF4/OCbiyoZx0rzr9lfJmE1/7iq/XSD0yfXft66Udr24Z1w9CK+IxElezrP53VokQXe3bt4m4maZtY3FXub4DyCabkceC0eb9amh9den2tFWFF4UeeuA6DSP0utSlcTiPfO9igK31nNvSsm5Qzib2p2qS52VZ6+Rv+x3itZ3P7kYYuv2hT5Ub4iHUhszcqMwCATtbeY0BoOEvsI3/bSyGNrU/rvv++9q9z2txLN+nNS899MB1NjRsRjzNNdY2LWqjOy+rlG5boW09SMMpYchzEQBGVPdoaMk/Zs+bP4kP4mOgG3WontXo40PsfOs9T/OaP1G7WHz166avNHuMH0Wisn/BvAeqeNq5feuCUZuLextty762qZr3Cri2QLUX0IMA5qWzjZGiLTsrQWBA4V4yP3W9Q1lXl4Gr0S5qT7s60RMA9NW5YRuG2qprTA5ZeTuJIJSnBBPvet/epVETxYD2WCnP5mlz9ij7a6MMx/sKaJFV53X0w1Y14BAvxY7nW3VigJG4BvaRLqmjXSW5zSXfmsT8zejrS+bDq1t/zG/L8eNSOWcYWudlnMFqn2253nJZOYKJQcm6UHgQR2sl6GSNhiQaSqcz6fiP2r5IqK6tNagbEmJrMv9eTx7DS0edzXfIWn9089FDjLUDUCvfHRux1+EnLMVuqf+cmgBHnYuzi0IXXuIqdd0ozcdrlNIhCYRWjAOv9q/FhvEaKicwVMcUuSG5ZXrHvSGsrMtrQMANtVGJb2NBYAeL6KYktlLlQEeDoQ4QXWqxLkeOZt7eVfk6+DrSoaKybzGgzwbWUfYm7btz1eCpCm2r4aMuGl14iYs1/q50rwH9raMbD+QiPNOtXFmz7+++a3XbMFYpwBE17pH9Z50XMoJcrMmg2nT9QrdOXU+9DbfutjKGXvOvr95fn7e+tz1YMvQ4aVM/raQ3q4WVttmkrYcB2K5AbjvlXklc55BqXbJr5dxi3xldB+A56PYs1p1osDYNEwXGG6Hb7RGDSwnOdSxQdNuKtlMg8RI2i1hPHbXzFXSDz5rE5d3rkgy6qM3eFpI8QmlX6vBsU9vb7NqIXTjQrtd8jtrzgAGN6yHPO+acMlg1UfdJXOt44IXz7Gqpua1yV22JF83Z5NIBV0nU+NuVZp1yHTHAD7y+Udfq5aec7Vput62Yh1CVZ+uduIed8lWFqm25thVt3i7HahdzK8C7qvqqqN1hoLX4oR6QA1Rmm/WF7Ug2fY4r5owHJ3k7gAsfWXQazgsXiUKuJoNydSbsLqUau+u374UGLmt+bb2/5mlb4bqIBctjI7yWAHTyG0p9OjQMBsZws5WWp3YRdXPQais7rFrb2OOvk/w6fatds77tqXmGglYrgJVOQFS/xgLXN+SxvhBjYKWFw1RIKxMpVe93B9hTAeaIPB33OtXICNtxa5JoQALs7JfW47NM0ZBMu8nko8a1qmzqLchbIg+pMEiXGrhaXblC93uoeWRDk4+NqNcQsFnx/TQMtDa1w7QOpnISDN3Y1cO3qEbLiddL2ePMMLjG4OM31Wark36pYSRzrlqfqqtLlTUEaMPqt4D9qOkq71TvbLVth+4/6+XNVGDLrNWA+ul6Drxaymlxwx/q3MHYyFHf5SgzILtr0fL5rW6d7N/SVNHrdMHqvBBAzLZVr2aEvLVAYxlv1U6sVPnX3kQLK1fAVSPz7mgl7Uq6EcjVZcXaFLh8PkK2nmbpAxdGI+b8UOLQc3bndbxvUc7t4ejhonUlru2o/U6H+qVY1ugITWClxvf2egAEAHoYj+5F7Lo/hvp8U/pai0rwG1GYJ8B2g1FTOm9LvX5/vPBehSHarYfnbrvq1ngftxzcoIAq3a49ax9m0BorlvdJgttwg96VK3Wvl2XgVsjTcMweuYvqFv6w0ijges973oNXvvKV2N/fx61bt/At3/It+NSnPlVL85rXvKbsHO7zfd/3fbU0n/3sZ/HmN78Z0+kUt27dwg/90A+hKIrRzDfr2Sad58Vp87l38fxXdN7IXyCE3j9q9/10rSWO6Edt6bbRD9vc2Tnno8trc30fAlhXY+ji0ChV4VNPPYUnn3wSr3zlK1EUBX74h38Yr3/96/Gnf/qnmM1mZbrv+Z7vwU/8xE+Uv6fTafldKYU3v/nNuH37Nn7v934Pn//85/Ed3/EdiKII/+E//IctPNJ26GHuww+7Sm4j6mu8HTbuJuqvs6Y293dguIqzzZU/1BYXua12QU0F63kf/6OA6zd/8zdrvz/wgQ/g1q1b+NjHPoZv/MZvLK9Pp1Pcvn07WMb/+B//A3/6p3+K3/qt38Jjjz2Gv/f3/h5+8id/Eu985zvx4z/+44jjeI3HMHTVAbdD573Trk2nMSL7yt9Z/WFpYpfjYVflN8tdp47O/V0D6tw9nS94YC3fzyttZOO6d+8eAODGjRu16z/3cz+Hmzdv4qUvfSne9a534eTkpLz39NNP42Uvexkee+yx8tob3vAG3L9/H5/85CeD9SyXS9y/f7/2AbpVhbtRn50fUAyqaHqft4P/gY+2y8ABVdntBbTeGVJnj5fLxm+3zWtwrYKHq+zaVIWtJY9UNbvyh6sKh4+7ZlmhZxj6PM3vbWma18+GLgI8VHTeBIK1vQq11viBH/gBfMM3fANe+tKXlte/7du+Dc9//vPxxBNP4OMf/zje+c534lOf+hR+6Zd+CQBw586dGmgBKH/fuXMnWNd73vMevPvd7+7kpy1+2ZC0bfftL1Sd7Px0ttZI1oFr1XOOM3gHkzXStXfoYRJAbcdCmaVjEh19o4N6vDe7FsXB5w6mbe4z6mfU78OnRSFVWlsw2T6+DPv1Z2iOtXDA2vbyh7RJM01T7TjE7X2Ud+HglB1lBFSifVFkhrbZNmi45Nt0T2yXcrfB69rA9eSTT+ITn/gEfvd3f7d2/Xu/93vL7y972cvw+OOP47WvfS0+85nP4EUvetFadb3rXe/CO97xjvL3/fv38bznPa9T7AfC4NWm67Z3AxLFOG+t8TT0JfarFqgjzXp8V+WxljJa9xSZSnvThtK5mv2X0XR6HjMYxjy7Kcc+N1vNP8beMiY9sGrXKX8P0Cp19+vh+Vzerr1rfdRlP2q1O5Hpv122KP931/OExv+QPXclcKDe38OLlGpcDKGh/dPwObBQhBeDu1j49Pcv02oMhK6W2ZZNcS1V4dvf/nZ86EMfwu/8zu/gK7/yKzvTvupVrwIAfPrTnwYA3L59G1/4whdqadzvNrtYkiQ4ODiofdpoM2DZHJTa30fbDoihdQ5Jtz1Q3c4ulf7O2SuvUfW7R9M3suYu2uC5B1TcAfXhu+dH0G+hLUyQ5+gZB0J+4+8VnSaNAi4iwtvf/nb88i//Mn77t38bL3jBC3rz/PEf/zEA4PHHHwcAvPrVr8af/Mmf4Itf/GKZ5sMf/jAODg7wkpe8ZAw7ACqgWtem5Xb0b21nf68u62xGaPM5+z4ItEswXagu9yH0pu1tDTYA3HruDeV7KzTg9fZYbMKXz3p+7Kx/O316E5f606fzZz7YhFrngXNKo1SFTz75JD74wQ/iV3/1V7G/v1/apA4PDzGZTPCZz3wGH/zgB/FN3/RNeOSRR/Dxj38cP/iDP4hv/MZvxMtf/nIAwOtf/3q85CUvwbd/+7fjve99L+7cuYMf+ZEfwZNPPokkSUYx74PWOo18ei/m9DyIQjVt4zlHl0BdcUk8Lgc0zSYtty0V4k5oTKOWJgSqfoyMk7k2Dey+6/TyddSw55NOb4zvki7KOxglcb3//e/HvXv38JrXvAaPP/54+fmFX/gFAEAcx/it3/otvP71r8eLX/xi/Nt/+2/x1re+Fb/2a79WliGEwIc+9CEIIfDqV78a/+Jf/At8x3d8R23f1+UjN+ucTk27oLEdenDqUQxfjEE1mEbP8n6mUwItv8rtJKtRqzR91ouK0bQ+v+cFKy4KaAEjJa6+B3ve856Hp556qrec5z//+fj1X//1MVW3UtcmQ0d9XjqnQ2fOwJlT3dVjHbpqw8tG/hu9PNLXODr7ueni0YUMsus69fHxce2a706KgIdSM906tIuVYL978bA69TaYaeMBAC/5aFOLOK8sthXZaIyar33RMk5V2Pcu6n3MXcRKc5QOgdQss8+L1a8ndNNTFfplUbgsKt+JS1NPFHJL9xeBofT946eed0jZ7kwtv32bttXVagLPg3CeIc+jdXgEddlnt+lVGHpO97Mrf1v7NJ+/8prUxnZc/t6GTcu5c+nO0e+/h/l8vsLnULqQwPXgwQMAwD/6R3//jDm5oiu6oiu6ok3owYMHODw8HJWH0QWUybXW+NSnPoWXvOQl+L//9/92usc/rOT2ul21T5iu2qebrtqnn67aqJv62oeI8ODBAzzxxBPgfNzOrAspcXHO8RVf8RUA0Luv62Gnq/bppqv26aar9umnqzbqpq72GStpObqU53Fd0RVd0RVd0eWlK+C6oiu6oiu6ogtFFxa4kiTBj/3Yj43etPyw0FX7dNNV+3TTVfv001UbddMu2+dCOmdc0RVd0RVd0cNLF1biuqIruqIruqKHk66A64qu6Iqu6IouFF0B1xVd0RVd0RVdKLoCriu6oiu6oiu6UHQhget973sf/tbf+ltI0xSvetWr8Id/+IdnzdKZ0I//+I/XzjBijOHFL35xeX+xWODJJ5/EI488gr29Pbz1rW9dOcTzstFHP/pRfPM3fzOeeOIJMMbwK7/yK7X7RIQf/dEfxeOPP47JZILXve51+Iu/+ItammeffRZve9vbcHBwgGvXruG7v/u7cXR0dIpPsTvqa5/v+q7vWulTb3zjG2tpLmv7vOc978ErX/lK7O/v49atW/iWb/kWfOpTn6qlGTKmPvvZz+LNb34zptMpbt26hR/6oR9CURSn+Sg7oyFt9JrXvGalD33f931fLc2mbXThgOsXfuEX8I53vAM/9mM/hv/9v/83XvGKV+ANb3hD7WDKh4n+7t/9u/j85z9ffn73d3+3vPeDP/iD+LVf+zX84i/+Ip566il87nOfw1ve8pYz5Hb3dHx8jFe84hV43/veF7z/3ve+Fz/1Uz+Fn/7pn8Yf/MEfYDab4Q1veAMWi0WZ5m1vexs++clP4sMf/jA+9KEP4aMf/Si+93u/97QeYafU1z4A8MY3vrHWp37+53++dv+yts9TTz2FJ598Er//+7+PD3/4w8jzHK9//etrwbz7xpRSCm9+85uRZRl+7/d+Dz/7sz+LD3zgA/jRH/3Rs3ikrdOQNgKA7/me76n1ofe+973lva20EV0w+vt//+/Tk08+Wf5WStETTzxB73nPe86Qq7OhH/uxH6NXvOIVwXt3796lKIroF3/xF8trf/Znf0YA6Omnnz4lDs+WANAv//Ivl7+11nT79m36j//xP5bX7t69S0mS0M///M8TEdGf/umfEgD6oz/6ozLNb/zGbxBjjP7mb/7m1Hg/DWq2DxHRd37nd9I//af/tDXPw9Q+X/ziFwkAPfXUU0Q0bEz9+q//OnHO6c6dO2Wa97///XRwcEDL5fJ0H+AUqNlGRET/8B/+Q/o3/+bftObZRhtdKIkryzJ87GMfw+te97ryGuccr3vd6/D000+fIWdnR3/xF3+BJ554Ai984Qvxtre9DZ/97GcBAB/72MeQ53mtrV784hfjq77qqx7atvrLv/xL3Llzp9Ymh4eHeNWrXlW2ydNPP41r167h677u68o0r3vd68A5xx/8wR+cOs9nQR/5yEdw69YtfPVXfzW+//u/H88880x572Fqn3v37gEAbty4AWDYmHr66afxspe9DI899liZ5g1veAPu37+PT37yk6fI/elQs40c/dzP/Rxu3ryJl770pXjXu96Fk5OT8t422uhCBdn98pe/DKVU7YEB4LHHHsOf//mfnxFXZ0evetWr8IEPfABf/dVfjc9//vN497vfjX/wD/4BPvGJT+DOnTuI4xjXrl2r5Xnsscdw586ds2H4jMk9d6j/uHt37tzBrVu3avellLhx48ZD0W5vfOMb8Za3vAUveMEL8JnPfAY//MM/jDe96U14+umnIYR4aNpHa40f+IEfwDd8wzfgpS99KQAMGlN37twJ9i937zJRqI0A4Nu+7dvw/Oc/H0888QQ+/vGP453vfCc+9alP4Zd+6ZcAbKeNLhRwXVGd3vSmN5XfX/7yl+NVr3oVnv/85+O//bf/hslkcoacXdFFpW/91m8tv7/sZS/Dy1/+crzoRS/CRz7yEbz2ta89Q85Ol5588kl84hOfqNmMr6hObW3k2ztf9rKX4fHHH8drX/tafOYzn8GLXvSirdR9oVSFN2/ehBBixYvnC1/4Am7fvn1GXJ0funbtGv7O3/k7+PSnP43bt28jyzLcvXu3luZhbiv33F395/bt2yuOPkVR4Nlnn30o2+2FL3whbt68iU9/+tMAHo72efvb344PfehD+J3f+R185Vd+ZXl9yJi6/f+1d8cuqbVxHMB/ix6KMAslJTBO5BItJRRncSmkpmgSp2goKtqsoaGlqamlP6DGtnALSnMoSjCOFASCcUoCIRAqQ4PC7zu8vAcOt/d2udX1nvp+4Cw+h4fn+XIevoIH9Plefb7+G/sq/i+j1wwNDYmIWJ6h92Zkq+JyOp0SCoUkmUyan9XrdUkmk6JpWgNX9nd4fHyUy8tL8fv9EgqFxOFwWLLK5/NSLBa/bVaqqorP57Nk8vDwIJlMxsxE0zS5u7uT09NT855UKiX1et08gN/Jzc2NlMtl8fv9IvK18wEgCwsLsrOzI6lUSlRVtYz/ypnSNE3Oz88t5b63tycul0t6e3v/zEY+0VsZvSaXy4mIWJ6hd2f0my+TNMz29jYURcHW1hYuLi4wMzMDt9tteUPlu4jH40in0zAMA0dHRxgZGYHH48Ht7S0AYHZ2FoFAAKlUCtlsFpqmQdO0Bq/6c1UqFei6Dl3XISJYX1+Hruu4vr4GAKytrcHtdiORSODs7Azj4+NQVRW1Ws2cY3R0FP39/chkMjg8PEQwGEQsFmvUlj7Uz/KpVCpYXFzE8fExDMPA/v4+BgYGEAwG8fT0ZM7xVfOZm5tDa2sr0uk0SqWSeVWrVfOet87Uy8sL+vr6EIlEkMvlsLu7C6/Xi+Xl5UZs6cO9lVGhUMDq6iqy2SwMw0AikUB3dzfC4bA5x0dkZLviAoCNjQ0EAgE4nU4MDg7i5OSk0UtqiGg0Cr/fD6fTic7OTkSjURQKBXO8Vqthfn4ebW1taG5uxsTEBEqlUgNX/PkODg4gIj9ck5OTAP59JX5lZQUdHR1QFAXDw8PI5/OWOcrlMmKxGFpaWuByuTA1NYVKpdKA3Xy8n+VTrVYRiUTg9XrhcDjQ1dWF6enpH74UftV8XstFRLC5uWne8ytn6urqCmNjY2hqaoLH40E8Hsfz8/Mf3s3neCujYrGIcDiM9vZ2KIqCnp4eLC0t4f7+3jLPezPi35oQEZGt2Oo3LiIiIhYXERHZCouLiIhshcVFRES2wuIiIiJbYXEREZGtsLiIiMhWWFxERGQrLC4iIrIVFhcREdkKi4uIiGyFxUVERLbyD8ltAxrxaK9dAAAAAElFTkSuQmCC\n" }, "metadata": {} } ] }, { "cell_type": "code", "source": [ "import urllib.request\n", "urllib.request.urlretrieve(\"https://images.unsplash.com/photo-1616118132534-381148898bb4?auto=format&fit=crop&q=80&w=1000&ixlib=rb-4.0.3&ixid=M3wxMjA3fDB8MHxzZWFyY2h8Mnx8cGxhc3RpYyUyMGJvdHRsZXxlbnwwfHwwfHx8MA%3D%3D\", \"1.jpg\")\n", "urllib.request.urlretrieve(\"https://www.wastemanaged.co.uk/wp-content/uploads/2023/02/Blog-Images-2023-02-09T154829.921.jpg\", \"2.jpg\")\n", "urllib.request.urlretrieve(\"https://media.istockphoto.com/id/950590270/th/%E0%B8%A3%E0%B8%B9%E0%B8%9B%E0%B8%96%E0%B9%88%E0%B8%B2%E0%B8%A2/%E0%B9%81%E0%B8%9C%E0%B9%88%E0%B8%99%E0%B8%AD%E0%B8%B1%E0%B8%94%E0%B8%97%E0%B8%B5%E0%B9%88%E0%B9%81%E0%B8%A2%E0%B8%81%E0%B9%84%E0%B8%94%E0%B9%89%E0%B8%9A%E0%B8%99%E0%B8%9E%E0%B8%B7%E0%B9%89%E0%B8%99%E0%B8%AB%E0%B8%A5%E0%B8%B1%E0%B8%87%E0%B8%AA%E0%B8%B5%E0%B8%82%E0%B8%B2%E0%B8%A7.jpg?s=612x612&w=0&k=20&c=_iwuIySAYeQsYD1xa_YHYVXUhDYUXCieYLd4mLfp3eE=\", \"3.jpg\")\n", "urllib.request.urlretrieve(\"https://3.bp.blogspot.com/-u4Grbg5nz28/WYaB1YY7KII/AAAAAAAAi3I/jSEfbT76_Iogg2k45XK8eFnaHDgRSsMBgCLcBGAs/s1600/magnum_wine_bottle.jpg\", \"4.jpg\")\n", "urllib.request.urlretrieve(\"https://www.onegreenplanet.org/wp-content/uploads/2012/10/Paper-Waste-Go-Paperless.jpeg\", \"5.jpg\")" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "zkVfHBoyxtiS", "outputId": "c8c3a3f6-219f-42e4-e3ef-02c2779993c2" }, "execution_count": 33, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "('5.jpg', )" ] }, "metadata": {}, "execution_count": 33 } ] }, { "cell_type": "code", "source": [ "loaded_model = model" ], "metadata": { "id": "R8OhyNLgxxk8" }, "execution_count": 34, "outputs": [] }, { "cell_type": "code", "source": [ "from PIL import Image\n", "from pathlib import Path\n", "\n", "def predict_external_image(image_name):\n", " image = Image.open(Path('./' + image_name))\n", "\n", " example_image = transformations(image)\n", " plt.imshow(example_image.permute(1, 2, 0))\n", " print(\"The image resembles\", predict_image(example_image, loaded_model) + \".\")" ], "metadata": { "id": "QZ3cqCWRx0ab" }, "execution_count": 35, "outputs": [] }, { "cell_type": "code", "source": [ "predict_external_image('1.jpg')" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 453 }, "id": "TVQfRPZGx4av", "outputId": "c2eadae3-bfab-4f7f-f2c2-36039d952e97" }, "execution_count": 36, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "The image resembles plastic.\n" ] }, { "output_type": "display_data", "data": { "text/plain": [ "
" ], "image/png": 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\n" }, "metadata": {} } ] }, { "cell_type": "code", "source": [ "predict_external_image('2.jpg')" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 453 }, "id": "o6Op3SBPx7Py", "outputId": "08f967d0-a299-496f-c2ae-0093d18c098f" }, "execution_count": 37, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "The image resembles cardboard.\n" ] }, { "output_type": "display_data", "data": { "text/plain": [ "
" ], "image/png": 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\n" }, "metadata": {} } ] }, { "cell_type": "code", "source": [ "predict_external_image('3.jpg')" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 453 }, "id": "0LIby7UuyBMQ", "outputId": "38359d6c-27e1-461d-cb13-a3ee354f9eb7" }, "execution_count": 38, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "The image resembles metal.\n" ] }, { "output_type": "display_data", "data": { "text/plain": [ "
" ], "image/png": 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\n" }, "metadata": {} } ] }, { "cell_type": "code", "source": [ "predict_external_image('4.jpg')" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 453 }, "id": "RwmV1x1-yD4V", "outputId": "d2d622e2-37cd-43ac-eb9c-a24a1982b039" }, "execution_count": 40, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "The image resembles glass.\n" ] }, { "output_type": "display_data", "data": { "text/plain": [ "
" ], "image/png": 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\n" }, "metadata": {} } ] }, { "cell_type": "code", "source": [ "predict_external_image('5.jpg')" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 453 }, "id": "PE_BZxh1yIo4", "outputId": "6f8bb103-550d-47a5-cafc-fdb11ea8401d" }, "execution_count": 41, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "The image resembles paper.\n" ] }, { "output_type": "display_data", "data": { "text/plain": [ "
" ], "image/png": 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\n" }, "metadata": {} } ] }, { "cell_type": "code", "source": [ "#save the model\n", "torch.save(model.state_dict(), 'garbage_classification_model.pth')" ], "metadata": { "id": "M-H0V7nlyKxS" }, "execution_count": 42, "outputs": [] } ] }