diff --git a/2d_segmentation/quicknat_segmentation.ipynb b/2d_segmentation/quicknat_segmentation.ipynb new file mode 100644 index 0000000000..c341865234 --- /dev/null +++ b/2d_segmentation/quicknat_segmentation.ipynb @@ -0,0 +1,1489 @@ +{ + "cells": [ + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Copyright (c) MONAI Consortium \n", + "Licensed under the Apache License, Version 2.0 (the \"License\"); \n", + "you may not use this file except in compliance with the License. \n", + "You may obtain a copy of the License at \n", + "    http://www.apache.org/licenses/LICENSE-2.0 \n", + "Unless required by applicable law or agreed to in writing, software \n", + "distributed under the License is distributed on an \"AS IS\" BASIS, \n", + "WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. \n", + "See the License for the specific language governing permissions and \n", + "limitations under the License. \n", + "\n", + "# Training Quicknat with 2D slices from 3D volumes\n", + "\n", + "This tutorial shows how to train a quicknat network with 2D samples from 3D inputs.\n", + "\n", + "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Project-MONAI/tutorials/blob/main/modules/2d_segmentation_quicknat.ipynb)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Setup environment" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "!python -c \"import monai\" || pip install -q \"monai-weekly[tqdm, nibabel]\"\n", + "%matplotlib inline" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Setup imports\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "MONAI version: 1.1.0\n", + "Numpy version: 1.23.0\n", + "Pytorch version: 1.13.1\n", + "MONAI flags: HAS_EXT = False, USE_COMPILED = False, USE_META_DICT = False\n", + "MONAI rev id: a2ec3752f54bfc3b40e7952234fbeb5452ed63e3\n", + "MONAI __file__: /Users/carlottaholzle/Desktop/CAPS/monai_networks/.venv1/lib/python3.9/site-packages/monai/__init__.py\n", + "\n", + "Optional dependencies:\n", + "Pytorch Ignite version: NOT INSTALLED or UNKNOWN VERSION.\n", + "Nibabel version: 4.0.2\n", + "scikit-image version: NOT INSTALLED or UNKNOWN VERSION.\n", + "Pillow version: 9.4.0\n", + "Tensorboard version: NOT INSTALLED or UNKNOWN VERSION.\n", + "gdown version: NOT INSTALLED or UNKNOWN VERSION.\n", + "TorchVision version: 0.14.1\n", + "tqdm version: 4.64.1\n", + "lmdb version: NOT INSTALLED or UNKNOWN VERSION.\n", + "psutil version: 5.9.4\n", + "pandas version: 1.5.2\n", + "einops version: 0.4.1\n", + "transformers version: NOT INSTALLED or UNKNOWN VERSION.\n", + "mlflow version: NOT INSTALLED or UNKNOWN VERSION.\n", + "pynrrd version: NOT INSTALLED or UNKNOWN VERSION.\n", + "\n", + "For details about installing the optional dependencies, please visit:\n", + " https://docs.monai.io/en/latest/installation.html#installing-the-recommended-dependencies\n", + "\n" + ] + } + ], + "source": [ + "import logging\n", + "import os\n", + "import tempfile\n", + "\n", + "from glob import glob\n", + "\n", + "import matplotlib.pyplot as plt\n", + "import nibabel as nib\n", + "import numpy as np\n", + "import torch\n", + "\n", + "import monai\n", + "from monai.apps.utils import download_and_extract\n", + "from monai.data import DataLoader, CacheDataset, create_test_image_3d, list_data_collate\n", + "from monai.inferers import sliding_window_inference\n", + "from monai.losses import DiceCELoss\n", + "from monai.metrics import DiceMetric\n", + "from monai.networks.nets import Quicknat\n", + "from monai.networks.utils import one_hot\n", + "from monai.transforms import Compose, EnsureChannelFirstd, LoadImaged, ScaleIntensityd\n", + "from monai.utils import set_determinism\n", + "from monai.visualize import matshow3d\n", + "\n", + "\n", + "monai.config.print_config()\n", + "set_determinism(0)\n", + "\n", + "log = logging.getLogger(__name__)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Setup data directory \n", + "You can specify a directory with the `directory` environment variable. \n", + "This allows you to save results and reuse downloads. \n", + "If not specified a temporary directory will be used.\n", + "With `use_synthetic_data` you can specify if training should be done with OASIS MRI Brainscans (`use_synthetic_data` = False) or if you want to generate random volumes (`use_synthetic_data` = True)\n", + "`num_seg_classes` should be label.max()+1" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Root directory: \n", + "Data directory: OASIS-1/disc1\n" + ] + } + ], + "source": [ + "# specifiy which data to use\n", + "use_synthetic_data = False\n", + "num_seg_classes = 4\n", + "# view used for training:\n", + "view = \"sagital\"\n", + "directory = \"\"\n", + "root_dir = tempfile.mkdtemp() if directory is None else directory\n", + "data_dir = os.path.join(root_dir, \"synthetic_data\" if use_synthetic_data else \"OASIS-1/disc1\")\n", + "print(f\"Root directory: {root_dir}\")\n", + "print(f\"Data directory: {data_dir}\")" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Load dataset if `use_synthetic_data` = False. \n", + "The volumes are downloaded from \"https://www.oasis-brains.org\".\n", + "The volumes provided have 3 segmentation classes." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Download and extract, if needed OASIS Data\n", + "if not use_synthetic_data:\n", + " print(\"Using OASIS data\")\n", + " resource = \"https://download.nrg.wustl.edu/data/oasis_cross-sectional_disc1.tar.gz\"\n", + " md5 = \"c83e216ef8654a7cc9e2a30a4cdbe0cc\"\n", + "\n", + " compressed_file = os.path.join(root_dir, \"oasis_cross-sectional_disc1.tar.gz\")\n", + " print(f\"Downloading into {data_dir} if the Oasis data is not already downloaded.\")\n", + " # download the data only if it doesn't exist in your data directory:\n", + " if not os.path.exists(data_dir):\n", + " download_and_extract(resource, compressed_file, data_dir, md5)\n", + "\n", + " image_path_expression = \"PROCESSED/MPRAGE/T88_111/OAS1_*_MR*_mpr_n*_anon_111_t88_masked_gfc.img\"\n", + " segmentation_path_expression = \"FSL_SEG/OAS1_*_MR*_mpr_n*_anon_111_t88_masked_gfc_fseg.img\"\n", + " image_paths = glob(os.path.join(data_dir, \"*\", image_path_expression))\n", + " print(image_paths[0])\n", + " image_paths += glob(os.path.join(data_dir, \"*/*\", image_path_expression))\n", + " segmentation_paths = glob(os.path.join(data_dir, \"*\", segmentation_path_expression))\n", + " segmentation_paths += glob(os.path.join(data_dir, \"*/*\", segmentation_path_expression))" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Create a dataset if `use_synthetic_data` = True\n", + "\n", + "The example volumes are created with different spatial shapes for demo purposes. \n", + "You can set `num_seg_classes` depending on how many segmentation classes you want to have. " + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "if use_synthetic_data:\n", + " if use_synthetic_data:\n", + " print(f\"generating synthetic data to {root_dir} (this may take a while)\")\n", + " for i in range(40):\n", + " # make the input volumes same size as the OASIS data\n", + " H, W, D = 176, 208, 176\n", + " im, seg = create_test_image_3d(H, W, D, num_seg_classes=(num_seg_classes - 1), channel_dim=-1, rad_max=10)\n", + "\n", + " n = nib.Nifti1Image(im, np.eye(4))\n", + " nib.save(n, os.path.join(data_dir, f\"img{i:d}.nii.gz\"))\n", + " n = nib.Nifti1Image(seg, np.eye(4))\n", + " nib.save(n, os.path.join(data_dir, f\"seg{i:d}.nii.gz\"))\n", + "\n", + " image_paths = sorted(glob(os.path.join(data_dir, \"img*.nii.gz\")))\n", + " segmentation_paths = sorted(glob(os.path.join(data_dir, \"seg*.nii.gz\")))" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Select the number of patients available for training and testing" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "num_segs_to_select_train = 5\n", + "num_segs_to_select_test = 2 + num_segs_to_select_train\n", + "image_paths_train = image_paths[:num_segs_to_select_train]\n", + "segmentation_paths_train = segmentation_paths[:num_segs_to_select_train]\n", + "image_paths_test = image_paths[num_segs_to_select_train:num_segs_to_select_test]\n", + "segmentation_paths_test = segmentation_paths[num_segs_to_select_train:num_segs_to_select_test]" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Split the images in the different views \n", + "[i,:,:,0] sagital - [:, i, : , 0] coronal - [:, : , i, 0] axial" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "very large origin values relative to dims; 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leaving as set, ignoring for affine\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2023-02-17 12:16:10,700 - very large origin values relative to dims; leaving as set, ignoring for affine\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "very large origin values relative to dims; leaving as set, ignoring for affine\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2023-02-17 12:16:10,702 - very large origin values relative to dims; leaving as set, ignoring for affine\n" + ] + } + ], + "source": [ + "# Change folder and axis iterator\n", + "\n", + "folder_images = os.path.join(directory, \"Split_train\", view)\n", + "folder_labels = os.path.join(directory, \"Split_train\", view, \"labels\")\n", + "\n", + "for images_name, labels_name in zip(image_paths_train, segmentation_paths_train):\n", + " images = nib.load(images_name)\n", + " labels = nib.load(labels_name)\n", + "\n", + " for i in range(images.shape[0]):\n", + " if i > 18 and i < 155:\n", + " name_img = folder_images + images_name[66:75] + \"_\" + str(i).zfill(4) + \".nii\"\n", + " name_seg = folder_labels + labels_name[49:58] + \"_\" + str(i).zfill(4) + \".nii\"\n", + " # [i,:,:,0] sagital\n", + " # [:, i, : , 0] coronal\n", + " # [:, : , i, 0] axial\n", + " slice_images = images.get_fdata()[:, i, :, 0]\n", + " slice_labels = labels.get_fdata()[:, i, :, 0]\n", + " nifti_slice = nib.Nifti1Image(slice_images, np.eye(4))\n", + " nib.save(nifti_slice, name_img)\n", + " nifti_slice = nib.Nifti1Image(slice_labels, np.eye(4))\n", + " nib.save(nifti_slice, name_seg)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### The file sturcture should now look like this: " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Quicknat_folder structure should look like:\n", + "# -> coronal\n", + "# img1.nii\n", + "# ->lables\n", + "# seg1.nii\n", + "# -> sagital\n", + "# img1.nii\n", + "# ->lables\n", + "# seg1.nii\n", + "# ->axial\n", + "# img1.nii\n", + "# ->lables\n", + "# seg1.nii" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Files list to dataloader" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "datadir_train = os.path.join(directory, \"Split_train\", view)\n", + "print(datadir_train)\n", + "images = sorted(glob(os.path.join(datadir_train, \"*.nii\")))\n", + "segs = sorted(glob(os.path.join(datadir_train, \"labels\", \"*.nii\")))\n", + "print(\"total number of images available: \", len(images))\n", + "print(\"total number of segmentation available: \", len(segs))\n", + "# select the images to use for training and validation\n", + "# one patient has 176 images per view. If more than 150 images are considered\n", + "# be aware to take out the first and last black images of each patient before starting training\n", + "train_split = 90\n", + "val_split = 10 + train_split\n", + "# starting at image 30 as the first images are only black slices without useful information\n", + "train_files = [{\"img\": img, \"seg\": seg} for img, seg in zip(images[30:train_split], segs[30:train_split])]\n", + "val_files = [{\"img\": img, \"seg\": seg} for img, seg in zip(images[train_split:val_split], segs[train_split:val_split])]\n", + "print(\"number of images used for training: \", len(train_files))\n", + "print(\"number of images used for validation: \", len(val_files))" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Create dataloaders" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "torch.Size([2, 1, 208, 176]) torch.Size([2, 1, 208, 176])\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Loading dataset: 100%|██████████| 60/60 [00:00<00:00, 214.46it/s]\n", + "Loading dataset: 100%|██████████| 10/10 [00:00<00:00, 233.54it/s]\n" + ] + } + ], + "source": [ + "# define transforms for image and segmentation\n", + "train_transforms = Compose(\n", + " [LoadImaged(keys=[\"img\", \"seg\"]), EnsureChannelFirstd(keys=[\"img\", \"seg\"]), ScaleIntensityd(keys=[\"img\"])]\n", + ")\n", + "\n", + "# CHECK TRANSFORMS\n", + "check_ds = monai.data.Dataset(data=train_files, transform=train_transforms)\n", + "check_loader = DataLoader(check_ds, batch_size=2, collate_fn=list_data_collate)\n", + "check_data = monai.utils.misc.first(check_loader)\n", + "print(check_data[\"img\"].shape, check_data[\"seg\"].shape)\n", + "\n", + "\n", + "# create a training data loader\n", + "# train_ds = monai.data.Dataset(data=train_files, transform=train_transforms)\n", + "train_ds = CacheDataset(data=train_files, transform=train_transforms)\n", + "train_loader = DataLoader(train_ds, batch_size=1, shuffle=False, collate_fn=list_data_collate, pin_memory=True)\n", + "\n", + "# create a validation data loader\n", + "val_ds = CacheDataset(data=val_files, transform=train_transforms)\n", + "val_loader = DataLoader(val_ds, batch_size=1, shuffle=False, collate_fn=list_data_collate, pin_memory=True)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Define 2D QuickNAT network and work with DiceCELoss function" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\n", + "# set same num_classes as defined when loading data\n", + "model = Quicknat(num_classes=num_seg_classes, se_block=None)\n", + "optimizer = torch.optim.Adam(model.parameters(), 1e-4)\n", + "loss_function = DiceCELoss(include_background=True, to_onehot_y=True, softmax=True)\n", + "# the version of the model you are training\n", + "version = 1" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Training loop for monai Quicknat Model" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "----------\n", + "epoch 1/20\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Adding an axes using the same arguments as a previous axes currently reuses the earlier instance. In a future version, a new instance will always be created and returned. Meanwhile, this warning can be suppressed, and the future behavior ensured, by passing a unique label to each axes instance.\n", + "Adding an axes using the same arguments as a previous axes currently reuses the earlier instance. In a future version, a new instance will always be created and returned. Meanwhile, this warning can be suppressed, and the future behavior ensured, by passing a unique label to each axes instance.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "20, train_loss: 0.8436\n", + "40, train_loss: 0.7249\n", + "60, train_loss: 0.4201\n", + "saved new best metric model\n", + "current epoch: 1 current mean dice: 0.8054\n", + "best mean dice: 0.8054 at epoch: 1\n", + "epoch 1 average loss: 0.8374\n", + "----------\n", + "epoch 2/20\n", + "20, train_loss: 0.3021\n", + "40, train_loss: 0.4076\n", + "60, train_loss: 0.2602\n", + "saved new best metric model\n", + "current epoch: 2 current mean dice: 0.8079\n", + "best mean dice: 0.8079 at epoch: 2\n", + "epoch 2 average loss: 0.3586\n", + "----------\n", + "epoch 3/20\n", + "20, train_loss: 0.2160\n", + "40, train_loss: 0.3191\n", + "60, train_loss: 0.2441\n", + "saved new best metric model\n", + "current epoch: 3 current mean dice: 0.8094\n", + "best mean dice: 0.8094 at epoch: 3\n", + "epoch 3 average loss: 0.2981\n", + "----------\n", + "epoch 4/20\n", + "20, train_loss: 0.1906\n", + "40, train_loss: 0.3513\n", + "60, train_loss: 0.2198\n", + "current epoch: 4 current mean dice: 0.7897\n", + "best mean dice: 0.8094 at epoch: 3\n", + "epoch 4 average loss: 0.2837\n", + "----------\n", + "epoch 5/20\n", + "20, train_loss: 0.1701\n", + "40, train_loss: 0.3611\n", + "60, train_loss: 0.2149\n", + "current epoch: 5 current mean dice: 0.7750\n", + "best mean dice: 0.8094 at epoch: 3\n", + "epoch 5 average loss: 0.2695\n", + "----------\n", + "epoch 6/20\n", + "20, train_loss: 0.1587\n", + "40, train_loss: 0.4001\n", + "60, train_loss: 0.1844\n", + "current epoch: 6 current mean dice: 0.7722\n", + "best mean dice: 0.8094 at epoch: 3\n", + "epoch 6 average loss: 0.2613\n", + "----------\n", + "epoch 7/20\n", + "20, train_loss: 0.1495\n", + "40, train_loss: 0.3992\n", + "60, train_loss: 0.1644\n", + "current epoch: 7 current mean dice: 0.7873\n", + "best mean dice: 0.8094 at epoch: 3\n", + "epoch 7 average loss: 0.2495\n", + "----------\n", + "epoch 8/20\n", + "20, train_loss: 0.1405\n", + "40, train_loss: 0.4216\n", + "60, train_loss: 0.1531\n", + "current epoch: 8 current mean dice: 0.7989\n", + "best mean dice: 0.8094 at epoch: 3\n", + "epoch 8 average loss: 0.2389\n", + "----------\n", + "epoch 9/20\n", + "20, train_loss: 0.1282\n", + "40, train_loss: 0.4226\n", + "60, train_loss: 0.1435\n", + "current epoch: 9 current mean dice: 0.8063\n", + "best mean dice: 0.8094 at epoch: 3\n", + "epoch 9 average loss: 0.2193\n", + "----------\n", + "epoch 10/20\n", + "20, train_loss: 0.1203\n", + "40, train_loss: 0.4101\n", + "60, train_loss: 0.1317\n", + "saved new best metric model\n", + "current epoch: 10 current mean dice: 0.8142\n", + "best mean dice: 0.8142 at epoch: 10\n", + "epoch 10 average loss: 0.1998\n", + "----------\n", + "epoch 11/20\n", + "20, train_loss: 0.1094\n", + "40, train_loss: 0.3658\n", + "60, train_loss: 0.1268\n", + "current epoch: 11 current mean dice: 0.8125\n", + "best mean dice: 0.8142 at epoch: 10\n", + "epoch 11 average loss: 0.1799\n", + "----------\n", + "epoch 12/20\n", + "20, train_loss: 0.1066\n", + "40, train_loss: 0.3290\n", + "60, train_loss: 0.1185\n", + "saved new best metric model\n", + "current epoch: 12 current mean dice: 0.8296\n", + "best mean dice: 0.8296 at epoch: 12\n", + "epoch 12 average loss: 0.1680\n", + "----------\n", + "epoch 13/20\n", + "20, train_loss: 0.0999\n", + "40, train_loss: 0.2987\n", + "60, train_loss: 0.1107\n", + "current epoch: 13 current mean dice: 0.8277\n", + "best mean dice: 0.8296 at epoch: 12\n", + "epoch 13 average loss: 0.1532\n", + "----------\n", + "epoch 14/20\n", + "20, train_loss: 0.0947\n", + "40, train_loss: 0.2658\n", + "60, train_loss: 0.1034\n", + "saved new best metric model\n", + "current epoch: 14 current mean dice: 0.8394\n", + "best mean dice: 0.8394 at epoch: 14\n", + "epoch 14 average loss: 0.1375\n", + "----------\n", + "epoch 15/20\n", + "20, train_loss: 0.0876\n", + "40, train_loss: 0.2483\n", + "60, train_loss: 0.0909\n", + "saved new best metric model\n", + "current epoch: 15 current mean dice: 0.8463\n", + "best mean dice: 0.8463 at epoch: 15\n", + "epoch 15 average loss: 0.1261\n", + "----------\n", + "epoch 16/20\n", + "20, train_loss: 0.0849\n", + "40, train_loss: 0.2224\n", + "60, train_loss: 0.0870\n", + "saved new best metric model\n", + "current epoch: 16 current mean dice: 0.8569\n", + "best mean dice: 0.8569 at epoch: 16\n", + "epoch 16 average loss: 0.1178\n", + "----------\n", + "epoch 17/20\n", + "20, train_loss: 0.0773\n", + "40, train_loss: 0.1949\n", + "60, train_loss: 0.0884\n", + "saved new best metric model\n", + "current epoch: 17 current mean dice: 0.8656\n", + "best mean dice: 0.8656 at epoch: 17\n", + "epoch 17 average loss: 0.1047\n", + "----------\n", + "epoch 18/20\n", + "20, train_loss: 0.0719\n", + "40, train_loss: 0.1787\n", + "60, train_loss: 0.0799\n", + "current epoch: 18 current mean dice: 0.8624\n", + "best mean dice: 0.8656 at epoch: 17\n", + "epoch 18 average loss: 0.0983\n", + "----------\n", + "epoch 19/20\n", + "20, train_loss: 0.0676\n", + "40, train_loss: 0.1752\n", + "60, train_loss: 0.0815\n", + "saved new best metric model\n", + "current epoch: 19 current mean dice: 0.8707\n", + "best mean dice: 0.8707 at epoch: 19\n", + "epoch 19 average loss: 0.0939\n", + "----------\n", + "epoch 20/20\n", + "20, train_loss: 0.0666\n", + "40, train_loss: 0.1754\n", + "60, train_loss: 0.0736\n", + "current epoch: 20 current mean dice: 0.8703\n", + "best mean dice: 0.8707 at epoch: 19\n", + "epoch 20 average loss: 0.0892\n", + "train completed\n" + ] + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "max_epochs = 20\n", + "epoch_loss_values = []\n", + "all_loss_values = []\n", + "val_interval = 1\n", + "metric_values = []\n", + "best_metric = -1\n", + "best_metric_epoch = -1\n", + "dice_metric = DiceMetric(include_background=True, reduction=\"mean\", get_not_nans=False)\n", + "for _ in range(max_epochs):\n", + " all_loss_values.append([])\n", + "for epoch in range(max_epochs):\n", + " print(\"-\" * 10)\n", + " print(f\"epoch {epoch + 1}/{max_epochs}\")\n", + " model.train()\n", + " epoch_loss, step = 0, 0\n", + " epocharray = all_loss_values[epoch - 1]\n", + " for i, batch_data in enumerate(train_loader):\n", + " step += 1\n", + " inputs, labels = batch_data[\"img\"].to(device), batch_data[\"seg\"].to(device)\n", + " optimizer.zero_grad()\n", + " outputs = model(inputs) # [1, 4, 208, 176]\n", + "\n", + " plt.figure(\"check\", (18, 6))\n", + " plt.subplot(1, 2, 1)\n", + " plt.title(f\"image {i}\")\n", + " temp = torch.argmax(outputs, dim=1, keepdim=False)\n", + " matshow3d(temp, fig=plt.gca())\n", + " plt.subplot(1, 2, 2)\n", + " plt.title(f\"label {i}\")\n", + " matshow3d(labels, fig=plt.gca())\n", + " if i == 58:\n", + " filename = \"V\" + str(version) + \"epoch_\" + str(epoch + 1) + \"step_\" + str(step) + \".png\"\n", + " plt.savefig((os.path.join(directory, \"predictionValidation\", view, filename)))\n", + " loss = loss_function(outputs, labels)\n", + " loss.backward()\n", + " optimizer.step()\n", + " epoch_loss += loss.item()\n", + "\n", + " if step % 20 == 0:\n", + " print(f\"{step}, train_loss: {loss.item():.4f}\")\n", + "\n", + " all_loss_values[epoch].append(loss.item())\n", + "\n", + " if (epoch + 1) % val_interval == 0:\n", + " model.eval()\n", + " with torch.no_grad():\n", + " for val_data in val_loader:\n", + " val_inputs, val_labels = (\n", + " val_data[\"img\"].to(device),\n", + " val_data[\"seg\"].to(device),\n", + " )\n", + " roi_size = (208, 176)\n", + " sw_batch_size = 4\n", + " val_outputs = sliding_window_inference(val_inputs, roi_size, sw_batch_size, model)\n", + " labels_onehot = one_hot(val_labels, num_seg_classes)\n", + "\n", + " # compute metric for current iteration\n", + " dice_metric(y_pred=val_outputs > 0.5, y=labels_onehot)\n", + "\n", + " # aggregate the final mean dice result\n", + " metric = dice_metric.aggregate().item()\n", + " # reset the status for next validation round\n", + " dice_metric.reset()\n", + "\n", + " metric_values.append(metric)\n", + " if metric > best_metric:\n", + " best_metric = metric\n", + " best_metric_epoch = epoch + 1\n", + " torch.save(\n", + " model.state_dict(),\n", + " os.path.join(directory, \"model\", view, (\"V\" + str(version) + \"best_metric_model.pth\")),\n", + " )\n", + " print(\"saved new best metric model\")\n", + " print(\n", + " f\"current epoch: {epoch + 1} current mean dice: {metric:.4f}\"\n", + " f\"\\nbest mean dice: {best_metric:.4f} \"\n", + " f\"at epoch: {best_metric_epoch}\"\n", + " )\n", + " epoch_loss /= step\n", + " epoch_loss_values.append(epoch_loss)\n", + " print(f\"epoch {epoch + 1} average loss: {epoch_loss:.4f}\")\n", + "print(\"train completed\")" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Check best model output with the input image and label" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Adding an axes using the same arguments as a previous axes currently reuses the earlier instance. In a future version, a new instance will always be created and returned. Meanwhile, this warning can be suppressed, and the future behavior ensured, by passing a unique label to each axes instance.\n", + "Adding an axes using the same arguments as a previous axes currently reuses the earlier instance. In a future version, a new instance will always be created and returned. Meanwhile, this warning can be suppressed, and the future behavior ensured, by passing a unique label to each axes instance.\n", + "Adding an axes using the same arguments as a previous axes currently reuses the earlier instance. In a future version, a new instance will always be created and returned. Meanwhile, this warning can be suppressed, and the future behavior ensured, by passing a unique label to each axes instance.\n" + ] + }, + { + "data": { + "image/png": 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ensajHvUofP/3f3/a581vfjOuvfZavO51r0Or1cILXvCCXDEXAG644QYcOHAAb33rW/HqV78a+/btw7XXXotf+ZVfSf8DuhY86lGPwnve8x789m//Nur1Oh73uMfhAx/4QGZqqDHGGLMVOOecc/Cnf/qn+Jmf+Rm87nWvw969e/G85z0PT3rSk/CUpzxlwf579+7F7/3e7+GVr3wlfud3fgfnnXce3vrWt+IlL3lJ2mdsbAwf/ehH8Ru/8Rv4/d//ffzxH/8xGo0GHvKQh+Cnf/qnV5Rxe8UVV+DDH/4wvv3tb2Nqago/9EM/hF/8xV/MRCcZY4wxxhiz3hSGS1lNyZg15IYbbsCNN96IY8eOYf/+/ZtdHWOMMcYYY4wxxhhjtgWeE2aMMcYYY4wxxhhjjDHbAIu5xhhjjDHGGGOMMcYYsw2wmGuMMcYYY4wxxhhjjDHbAGfmGmOMMcYYY4wxxhhjzDbAzlxjjDHGGGOMMcYYY4zZBljMNcYYY4wxxhhjjDHGmG2AxVxjjDHGGGOMMcYYY4zZBljMNcYYY4wxxhhjjDHGmG2AxVxjjDHGGGOMMcYYY4zZBljMNcYYY4wxxhhjjNmlvPe970WhUMDXv/71za6KMWYJWMw1xhhjjDHGGGOMMTuaz3/+87j66qsxNTWFyclJXHXVVfjCF76w2dUyZtkUhsPhcLMrYYwxxhhjjDHGGGM2nsFggF6vh2q1ikKhsNnVWRf+4R/+AY997GNx5MgRvPSlL8X8/Dze/va344EHHsDf/d3f4dJLL93sKhqzZCzmGmOMMcYYY4wxxpgdyw//8A/jc5/7HG6//Xacc845AIDvfOc7uOSSS3DVVVfhIx/5yCbX0Jil45gFY4wxxhhjjDHGmF1KXmbuBRdcgH//7/89Pv3pT+NRj3oU6vU6HvGIR+DTn/40AOCmm27CIx7xCNRqNVxxxRX4x3/8x0yZX/ziF/HCF74QD3nIQ1Cr1XDw4EG86EUvwv3337/g/DxHrVbDRRddhN/+7d/GDTfckOsSfv/7348rrrgC9Xod+/btw7Of/Wx885vfPGsbP/vZz+LJT35yEnIB4NChQ3jCE56AP/3TP8Xs7OwSe8uYzcdirjHGGGOMMcYYY4zJcMcdd+C5z30unv70p+NNb3oTjh8/jqc//en4gz/4A7z61a/G8573PNx44434yle+gmuuuQbz8/Pp2L/8y7/EV7/6Vfz4j/84fuu3fgvPfvaz8Yd/+Id42tOeBp0g/o//+I+4+uqrcf/99+PGG2/Ei1/8YrzxjW/ERz/60QX1+eVf/mX82I/9GB760IfizW9+M171qlfhE5/4BB7/+MfjxIkTi7al0+mgXq8v2N5oNNDtdvGlL31pxf1kzEZT2uwKGGOMMcYYY4wxxpitxW233Ya//du/xWMe8xgAwGWXXYanPOUpeMlLXoJbb70VD37wgwEAe/fuxUtf+lL81V/9FZ74xCcCAF7+8pfjZ37mZzLlPfrRj8ZznvMc/PVf/zUe97jHAQDe8IY3oFgs4m/+5m9w+PBhAMA111yDhz3sYZlj77zzTrzhDW/AL/3SL+Hnf/7n0/Yf+ZEfwb/5N/8Gb3/72zPbI5deeiluueUWDAYDFItFAEC328X//t//GwDw7W9/e6XdZMyGY2euMcYYY4wxxhhjjMlw2WWXJSEXAK688koAwA/+4A8mIVe3f/WrX03b1AXbbrdx33334dGPfjSA04uRAacXXrv55pvxzGc+Mwm5AHDxxRfjqU99aqYuN910E+bn53HNNdfgvvvuS6+DBw/ioQ99KD71qU8t2paXv/zl+Jd/+Re8+MUvxj//8z/jS1/6En7sx34M3/nOdwAArVZr6R1jzCZjZ64xxhhjjDHGGGOMyaCCLQBMT08DAI4cOZK7/fjx42nbAw88gBtvvBF/+Id/iHvvvTez/8mTJwEA9957L1qtFi6++OIF547bbr/9dgyHQzz0oQ/NrWu5XF60LT/5kz+Jb37zm/j1X/91/N7v/R4A4FGPehT+y3/5L/jlX/5lTExMLHq8MVsJi7nGGGOMMcYYY4wxJgPjCJa6XbNwr7nmGvzt3/4t/vN//s945CMfiYmJCczPz+Pqq6/OZOsulfn5eRQKBXz84x/PPf9SxNhf/uVfxmte8xp8+ctfxvT0NB7xiEekaIZLLrlk2XUyZrOwmGuMMcYYY4wxxhhj1oTjx4/jE5/4BG688Ub8wi/8Qtp+++23Z/Y799xzUavVcMcddywoI2676KKLMBwOceGFF65KeN27dy/+3b/7d+nzzTffjPPPPx/f9V3fteIyjdlonJlrjDHGGGOMMcYYY9YEOmfVqQsAb3nLWxbs9+QnPxkf/ehHcdddd6Xtd9xxBz7+8Y9n9v2RH/kRFItF3HjjjQvKHQ6HuP/++5ddzw9+8IP4+7//e7zqVa/C2JjlMbN9sDPXGGOMMcYYY4wxxqwJU1NTePzjH49f+7VfQ6/Xw4Me9CD8r//1v/C1r31twb433HAD/tf/+l947GMfi5e97GUYDAZ461vfiu/+7u/GF77whbTfRRddhF/6pV/Ca1/7Wnz961/HM5/5TExOTuJrX/sa/viP/xjXXnstXvOa14ys01/91V/hjW98I6666iqcc845uOWWW/Ce97wHV199NX76p396PbrBmHXDYq4xxhhjjDHGGGOMWTM+8IEP4JWvfCXe9ra3YTgc4qqrrsLHP/5xHD58OLPfFVdcgY9//ON4zWteg9e//vU4cuQI3vjGN+L//b//h1tvvTWz78/93M/hkksuwW/8xm/gxhtvBHB6MbarrroKz3jGMxatz4Me9CAUi0X8+q//OmZmZnDhhRfil37pl3D99dejVLI0ZrYXhWH0pxtjjDHGGGOMMcYYs0k885nPxJe//OUFObvGGGfmGmOMMcYYY4wxxphNotVqZT7ffvvt+NjHPoYnPvGJm1MhY7Y4duYaY4wxxhhjjDHGmE3h0KFDeOELX4iHPOQhuPPOO/GOd7wDnU4H//iP/4iHPvShm109Y7YcDgYxxhhjjDHGGGOMMZvC1Vdfjf/xP/4H7r77blSrVTzmMY/Br/zKr1jINWYEduYaY4wxxhhjjDHGGGPMNsCZucYYY4wxxhhjzDJ529vehgsuuAC1Wg1XXnkl/u7v/m6zq2SMMWYXYGeuMcYYY4wxxhizDD74wQ/ix37sx/DOd74TV155Jd7ylrfgwx/+MG677Tace+65Zz1+fn4ed911FyYnJ1EoFDagxsYYY7Y6w+EQMzMzOHz4MMbGRvtvLeYaY4wxxhhjjDHL4Morr8T3fu/34q1vfSuA0+LskSNH8MpXvhI/93M/t2D/TqeDTqeTPn/729/GZZddtmH1NcYYs3345je/ifPPP3/k945ZMMYYY4wxxhhjlki328XnP/95PPnJT07bxsbG8OQnPxmf+9znco9505vehOnp6fSykGuMMWYUk5OTi35fWm6BPzT2H1ZcGWOMMTuHv5z/8GZXwSyC79fGGGMA36/Xg/vuuw+DwQDnnXdeZvt5552HW2+9NfeY1772tbj++uvT51OnTuHIkSPrWk9jjDHbk7PF7yxbzDXGGGOMMcYYY8zSqVarqFarm10NY4wxOwDHLBhjjDHGGGOMMUtk//79KBaLuOeeezLb77nnHhw8eHCTamWMMWa3YDHXGGOMMcYYY4xZIpVKBVdccQU+8YlPpG3z8/P4xCc+gcc85jGbWDNjjDG7AccsGGOMMcYYY4wxy+D666/HC17wAjzqUY/C933f9+Etb3kL5ubm8OM//uObXTVjjDE7HIu5xhhjjDHGGGPMMviP//E/4tixY/iFX/gF3H333XjkIx+JP//zP1+wKJoxxhiz1ljMNcYYY4wxxhhjlsl1112H6667brOrYYwxZpfhzFxjjDHGGGOMMcYYY4zZBljMNcYYY4wxxhhjjDHGmG2AxVxjjDHGGGOMMcYYY4zZBljMNcYYY4wxxhhjjDHGmG2AxVxjjDHGGGOMMcYYY4zZBljMNcYYY4wxxhhjjDHGmG2AxVxjjDHGGGOMMcYYY4zZBljMNcYYY4wxxhhjjDHGmG2AxVxjjDHGGGOMMcYYY4zZBljMNcYYY4wxxhhjjDHGmG2AxVxjjDHGGGOMMcYYY4zZBljMNcYYY4wxxhhjjDHGmG2AxVxjjDHGGGOMMcYYY4zZBljMNcYYY4wxxhhjjDHGmG2AxVxjjDHGGGOMMcYYY4zZBljMNcYYY4wxxhhjjDHGmG2AxVxjjDHGGGOMMcYYY4zZBljMNcYYY4wxxhhjjDHGmG2AxVxjjDHGGGOMMcYYY4zZBljMNcYYY4wxxhhjjDHGmG2AxVxjjDHGGGOMMcYYY4zZBljMNcYYY4wxxhhjjDHGmG2AxVxjjDHGGGOMMcYYY4zZBljMNcYYY4wxxhhjjDHGmG2AxVxjjDHGGGOMMcYYY4zZBljMNcYYY4wxxhhjjDHGmG2AxVxjjDHGGGOMMcYYY4zZBljMNcYYY4wxxhhjjDHGmG2AxVxjjDHGGGOMMcYYY4zZBljMNcYYY4wxxhhjjDHGmG2AxVxjjDHGGGOMMcYYY4zZBljMNcYYY4wxxhhjjDHGmG2AxVxjjDHGGGOMMcYYY4zZBljMNcYYY4wxxhhjjDHGmG2AxVxjjDHGGGOMMcYYY4zZBljMNcYYY4wxxhhjjDHGmG2AxVxjjDHGGGOMMcYYY4zZBljMNcYYY4wxxhhjjDHGmG2AxVxjjDHGGGOMMcYYY4zZBljMNcYYY4wxxhhjjDHGmG2AxVxjjDHGGGOMMcYYY4zZBljMNcYYY4wxxhhjjDHGmG2AxVxjjDHGGGOMMcYYY4zZBpQ2uwLGGGOMMcYYY4wxZnWMjS306xUKhUWPyft+1DH9fh/D4XBllTPGrBkWc40xxhhjjDHGmH/lTW96E2666SbceuutqNfr+P7v/3786q/+Ki699NK0zxOf+ER85jOfyRz30pe+FO985zs3urrGAAAajQbOPfdclEqlJLgWi8Uk8BaLRQCnhdqxsTGMjY2hWCxm9hkbG0O5XEa5XE7fk16vhy9/+cv4zne+s8EtM8ZELOYaY4wxxhhjjDH/ymc+8xm84hWvwPd+7/ei3+/j53/+53HVVVfhn//5nzE+Pp72e8lLXoI3vvGN6XOj0diM6hoDACiXy9i/f38Sc4fDISqVShJrx8bGUCgUkpjL78rlMorFIgqFQvrcaDRQLBZRqVQAAIPBAN1uF9/85jct5hqzBbCYazaV+659zIqPLT/z2Fn3mX7aHSsu3xhjjDGnWc39einsf9fn1rV8Y4xZDn/+53+e+fze974X5557Lj7/+c/j8Y9/fNreaDRw8ODBja6eMRkajQamp6dRrVYxHA7R7/fTd71eD/1+Pwm5dOxS1C0WiyiVShmXbrlcxtzcXPqb5QwGA+zZswcXX3wxHnjgATzwwAOb0l5jjMVcY4wxxhhjjDFmJCdPngQA7Nu3L7P9D/7gD/D+978fBw8exNOf/nS8/vWvH+nO7XQ66HQ66fOpU6fWr8JmVzExMYFDhw6hUChgMBgAOJOdOxwOk4g7HA4xPz+fXoRirr4zZqFUOi0ZdbtdAMDevXtx4MAB/Mu//IvFXGM2EYu5ZlNYC4dP76MHlnCe0/vY8WOMMcYsn/V25Mbz+H5tjNlqzM/P41WvehUe+9jH4ru/+7vT9uc+97k4evQoDh8+jC9+8Yv42Z/9Wdx222246aabcst505vehBtvvHGjqm22EcViEVNTUyiXy5kYBF3MjGKsCrL8PDExkUTXuHCZOnLn5+cxNja2QMwl3KbOXorDvV4vuXrn5+dRqVSwd+/eVF89l+bvFgqFTH0HgwEGgwFmZmZS2caY5WMx1xhjjDHGGGOMyeEVr3gFvvSlL+Gv//qvM9uvvfba9PcjHvEIHDp0CE960pPwla98BRdddNGCcl772tfi+uuvT59PnTqFI0eOrF/FzbahUqngwgsvxNTUVMq3LZVKKa+Wgmiv18P8/Dy63W7KsKVAy4XK1JmrQiuAjBis2waDAebn55OIOzY2hl6vl6kjy2VkQ61Ww9GjRzMLqNHZW6lUMrEN/X4fnU4H8/Pz6HQ6aLVauOOOOzA3N7d+nWrMDsdirlkRJz928ZL3XYqDdr1ZrbPITiFjjDHbkbz7X8yc3wr3aeL7tTFmK3HdddfhT//0T/FXf/VXOP/88xfd98orrwQA3HHHHblibrVaRbVaXZd6mu1JqVRCvV5HvV5HrVZDtVpNImi5XF4g5haLRQwGAwyHw+SwpQCb53JlxAKF3hi3wL8Vumh5TPyeUMCNTuKxsbHcclkeBd5qtYrBYJCyeI0xy8NirjHGGGOMMcYY868Mh0O88pWvxB//8R/j05/+NC688MKzHvOFL3wBAHDo0KF1rp3ZKUxOTuLSSy9FvV5Ho9FIQmepVMrk1lKE7XQ6SQDVyIPBYJBEXTpxS6USisUiKpUKyuVyKlPFXHXk9vt99Ho99Hq9JNBSDGZ56r7Ny+BlHSgUU/DVNgwGA4yNjeHcc89Fv9/H3XffjdnZ2U3ofWO2NxZzjTHGGGOMMcaYf+UVr3gFPvCBD+BP/uRPMDk5ibvvvhsAMD09jXq9jq985Sv4wAc+gKc97Wk455xz8MUvfhGvfvWr8fjHPx6XX375JtfebDVUACWFQgG1Wg2Tk5OoVqsolUooFAqZhcdUDFW3bKlUSlEJFGVjvIKeRwViAJmoBa2XZuVyG99jFm/8rNEN/X4/ib3q2AWQnMWMYiiXy6ldWm58Z7l5Wb/G7EYs5ppFiQuSLCdeYTXEKaDKZkwH9cIsxhhjthO8X5cx+n5KeM/dSnELK8X3a2PMWvCOd7wDAPDEJz4xs/0973kPXvjCF6JSqeDmm2/GW97yFszNzeHIkSN41rOehde97nWbUFuzlSmVSjh69CgmJycBnIk+YO4sRVuKmoxa4HZSKBSSKFyr1VAsFtFutzOuWD2OZTcaDVQqFVSrVVQqlSSy0pU7Pz+PZrOJXq+HdruNfr+fceZSJKYQDCDjtqUYTLE2LrLGz9xGMZfn5wMSFX2r1WpyFasQ/I1vfAP33nvvRl06Y7Y0FnONMcYYY4wxxph/ZVROKDly5Ag+85nPbFBtzHaFrtjp6Wmcc845mTxaXTQsumcp2lIAZVkUTxmXwCxdvvS8jGmIL+C04FoqlZKgyoXU+J3GIlAk7vf7KBaLmJ+fz2T4Rqes1plEF7GKxJVKJdPmcrmchGiK1hS177vvvlQvY3Y7FnPNAvIWH+G2pTh8Istx/CzmyF1JeWvNchZmsSvIGGPMerKUxc2Ww1rfrzfT6ev7tTHGmM2kXq/j6NGjqNVq2Lt3b8bZCpxZQIyxCsy1rVQqyZHKBc8oulJEpROWLtx+v4/BYJAiCehurVQqaWE1irsUUjUPd2pqCv1+H6VSCRMTE+j1euh0OqncwWCAbreb6k2xuFKpJKFWM3TppGUbKEKP2lcjFSgg87xjY2OoVCooFArYs2cPSqUSTp48iWPHVv7fO8bsBCzmGmOMMcYYY4wxxqwR1WoVD37wgzE5OZnEU4XOW11YjAIpoxYo5nY6nSR60oVLN6/GIagoWi6XU1mMLWB5rAsdr5VKBcDpKIV6vY5Wq4WZmRl0u120220AQLfbTecoFAqoVquZNsVIBgq4Wk9GMmhdWV9tH8vRBdXocN67dy+A0y5dO3TNbsZirkksJ18vj1se+UeZz4/+wo8u+diVOIm2esafc/uMMcasB6u9X6+G5dyv476+XxtjjNlJFAoFHDx4EFNTUwsWBGs0GhgfH8/EG8RjKdhqDi6dtNzORb/oyCXD4RClUgnVahXz8/Po9XoLsmwp1uqCZ8AZVzCFWaILlzGKgWIuy9G/+ZlOXJbF8iuVCsrlcnLyss7z8/PodDpJWKZLOPahRkno50qlgv3792eyeikYazmFQgFzc3M4fvy4hV+z47CYa4wxxhhjjDHGGLMMisUiLrroIlx44YXJ+aqiKQVEum9VuASyjtRGo4FSqYTx8fFMjixFT0YPKMyV1WxbvlSwZV0Gg0FaZI0Cq35Pxy8dws1mE61WK+3D7wGk6AcVchklQQGXYi7bQhifQPE4tkvFa20b+7NWq+FBD3pQpm81moLXplAo4Dvf+Q5Onjy54BzGbHcs5u5C6OhZDdGFu5mo82ctXD9r7fh1bp8xxpiVsBb3a5J3317ODJq1YK3v12uN79fGGGOWAqf812o1NBqNtHiZOmEBLIgdyCtHXazMtaX4ye+LxWJyoapYrPEM0f0bF0UDzojHuthYoVBIDtkozKrblUIptzGTN+/czAFWUVrFXEYplEqltLAaz6PiLmMWKEpTQFYoQlPwjQu5FYtFTE1Nodvtotls2qFrdgwWc40xxhhjjDHGGGOWQLVaxWWXXYZ9+/ZhfHwcAJI4qlA4VNeoOnSLxWL6ju+1Wi2JrRRX+/0+ut0uOp1OKnc4HKJcLqPRaGSydLvdbnrnuVgOcFpoHR8fzzh02+02+v1+EjuLxSLK5XIqgwuqcTsdwY1GA9VqFePj45k4BAqzbC/bye10CPf7/eQ4VtGabWHEBNvb6XRS+9i3vV4v1w3NepbLZRw9ehTNZhNf//rX00Juxmx3LObuEpbj7lkv1+1KHTmj6rMSR9Fqsv6AM/Ver7xe5/YZY8zuZq3cuEu5l3OfeD9drYN2VLnLYSVZ+ovh+7UxxpjVwkzb8fFxjI+Po16vJ9dt3ovQqRqjDyjiauSBRiVoHEOes5dl6uJiigqhMdqBbmKtb16Orp6fomy5XM44c7mAGkVVze3Vc7Es9olSLpcXiLl06rIddObqi+fTffQ8PHe5XEatVsttY6/XQ6/XW9ogMGaLYDHXGGOMMcYYY4wxZhGmp6dx2WWXYXx8HFNTU5mYAwqXdK1qjAEFV7pPy+Vyxqk6HA6T41QjCSjOUpBVR+/8/HxmcTF1q2rObK/XS/tRwKQgW6vVAADdbjfjyB0MBhnHK2MVBoMBJiYmUK1WUavVUKvVUluAM7ESdPHyWHUZ0ynMY3kelkNHroq4FG6r1Wpy89LRy35TFy8zhhnhwNcFF1yAQqGQXLvk7rvvxp133ukIBrOtsJhrjDHGGGOMMcYYkwMFyWq1ir1796JeryeXrX4fs2UZnaDOVm6nkAogiZEsS8+7WH2ig1ehCMryKa7q8Sq4cpser+ImRWN15bJ9epzm7eo2dQazPvybx1CU5vkpDmtdtM105DLzN56LZbD8Wq2W3NXa9hMnTiSBPGbyGrNVsZi7w1nKdM2ttJjZerFW0zVjOYuVu5opnYstwuIpncYYs/PYLvfrGDekrEX91jpeYTnlruS+7fu1McbsfPbt24fzzz8f9Xo9k/m6mNhKx61GHGjsAUVGiq4qSDIPl1EEg8EAY2Nj6HQ6mcXQ6D5VB60unMboBXX8lkqljMNX60bXar/fT/m0LJ/u40ajgYmJicwCaUQzctWJSyGbdeT5eU4uhqaiLvtIHboUb7XdlUoFw+EQvV4Pw+Ew5f/y3CpI8zjWiXVvNBq44IIL0Gw2cc899yQR2ZitjMVcY4wxxhhjjDHGmBwmJiZw+PDhjJt0JWhUQly0i5/pEAWQcfmquEvhEkASgok6gVU4BZAE07gv66ACJ8tlTi3rUavVUK/XASBzLMvTl7ZDXcwqJPO8MWeX+1Lw1c/sF9aLMQ3cl/3DfqG4y/pwETSep1wuY//+/Thx4gSOHTtmMddsCyzm7lDoFCljfRwuS2EtFkBZLevl8FnNuVe7CIsXXTHGmJ3DWi14tt3ZzPv1qDr4fm2MMbuHSqWCAwcOoFwuZxyyADA5OYlut5vJWVVhlotn6cJdurgZhcoYWxCjDYDTwiPdqjxPrVZDr9dDtVpFoVBAp9NJbl1m81LMpGuYkQh80fFKETU6h9XFyzxaAJkymLNLUVkzbVUkVqGarlzN96WYy2xftkX7ROMWNA84isXq4mXbNXNX28N83bh4mtbzwIEDqVyNxnjggQdw/PjxVY0xY9YSi7nGGGOMMcYYY4zZtVQqFZx//vloNBoZkZJ0Op3kClXHKIVILuTFF0XFUVm0jA3QxclUEKXIWi6XUa/XU2ZvoVBAs9nMiJq6cBmPi2IuBd28aIXoyFVXa61WQ6FQSDnBtVotLVSmWb8Ky9DYhXK5nN4BJPGYzt+8Mig4U5zV7YxtUKczF5LTMufn59M2nk+jGJRCoYBzzz03CfFsb6lUwh133GEx12wpLOZuYxbLaVsOdM5uhSy+tWIrOHxGsVY5u87pM8aY7cGi9+uPnn5byn1rOTNdlnNPX85MmuXcX5dSru/Xvl8bY8xmUqvVMD09ncTKvPxaQpFQnaJEBdCxsbFURlygjI5SjTVQRyr/Vpctz6WOW83BpXsUQEZwVuK5YgSDOnP5uVgsolqtpnNTiNXyeE72gbZD+0aPA5Ac0CqIxzpTxOXCaHTY6rXp9XqZ9lQqlXQdeK14PTSSgpm7mmPMYygg85pTzD7vvPPQarUwMzOz4Pobs9FYzDXGGGOMMcYYY8yuY3p6GpdddhmKxWJycHI6vsYjqONW3bXRGcrp/lygLObBankUUOmkVaftYDBAr9fLRA6Uy+WMQ5eLlNF1S9S1C2CBYMx6UNhUMVTPVSqVMlERKhor6ooFkHH/xlxczakFkPpcy2abtU/psKV4C5wRWrXeFJ9VlOffFHorlUpmkTcKxXxn+RR0S6US9u3bh/379+Puu+/G7bff7lxds+lYzN2GLMeRu9iq05GVZNsuxfmT58xhfVabRxdZS4dPXtuii3mt84DXKq/POX3GGLP5rNf9eiksdn9ajmt3O9yvlXh/jm1dq/u279fGGLM1KBQKmJqaSlP/43cqcgJZd+1gMMD4+HiKOqCIqEKkOljzXioYUqAFkCmHcQN8qfgbt/FvAJlyKYgCp8VFzcxlXSk0q2s2ZvJGB7AKrawnHb9xYTY9nxIXdVOXbSxbxWTuq/0Q660ZxOpSJnTtxmum/ceyKJhXq9V0HIBMjENcEI4CLzN0S6VSiuKITuJOp5Pyk41ZbyzmGmOMMcYYY4wxZttRqVTwyEc+EocOHUK/3884K6vVKiYnJzMi4cmTJ9Fut9FsNtFqtTIuUgp2FPL4Xa/XW7DIGV2hFHP7/X5aJK1SqaR9mb+qgmYULKNYqdm7dApTpGTMAoCUQxuzcGPUgQqgzOllW/XctVotOWzL5XJyr/I43VedqRS12Ud02LKulUoF1WoVxWIxOX0pULMeKhSrmB0zhxmFoeVTcM1bLE2vVb1ex3A4TO+1Wg3tdhudTgetVisTvcDrR7exnv/o0aMpdkKd03feeSeOHdu68VFmZ2Exd5NYyerVa+2KWQvU4bKSzN2tnJWXx0bnCuf1z1rk9NkBZIwxS2Ml92tSxvq4WteLxWadbMX79WL3ZN+vjTFmZ6OLg01PT2Pv3r3o9XpJ+KSIumfPnoxQWigU0Gq1kkuTaL6txg/EfWLOqmasUlCMsQU8P3Nu1T1Kh606YPPcwMAZ8VddrNEFy/dYd93Oc/A8LI/iqOb/sk16zKg8XD2P1k8jGjSmgedW17GeW7N4tWwVvbW/4v7s21g+/9ZF6xipoFEYWhbLL5VKqNVqmUXd+F21Wk0L0eUt6mbMWmIx1xhjjDHGGGOMMduGRqOBSy+9FNPT0zh48CCmpqYwOzubWYRMhUS6WWu1Gubn59Fut9N+FFgBJLeoZrXOz89n8muZi1soFNBut9Hr9dIUe56LoiOzcylkajYucCYHVyMhdFEzisAqpsZ20f2qgjIFxrjoGdvItgOn3c2sc6VSQbvdztRbhW62ia5VjVbQMih61mo11Ot1NBqN1NcAMguZFQqFlJ1LJ7KKunmO5sWcvADSYmm8drof92k0GqhUKmg0Guj3+2i32ygUCunvKCKrOB4XpxsOh9i/fz8mJibwwAMP4N57713RuDZmqVjMNcYYY4wxxhhjzKYTc0hHUalUsH//fuzduxfj4+NJQMxboEuFuCgMUkSN56UQGrNpozO33++j1+ulSAJmsaq4qVm8eiwjHJiBy/oxo1Xdpto36rCNebSjiN+rsElRkvUdDAapT6LDVPsqZvlScFYhmgLuYs5cnoNRDRSJKZjr8RpNwffo8I39wHOq0A+cEdI1P5eiv0ZJLJanq1C8phie51rO22bMSrCYu4GsZqomsLQpjkuZ0jdqn9VOoRy12Mh6sV6LkC2l/mt9zuWwFovR6HROT+E0xpgsq71fR1Y6Bf9s+2zF6IM81ut+vRw249y+XxtjzPKo1+s4dOhQJtM1uk3HxsZQq9UwPj6OvXv3otFoADjtxKSACpzJq+UUek6j73Q66Pf7KJfLmJycTFmxwJnF0cbGxpKQCJzO3lXhTgVJukkBpIXDarVaEiHVRcsYAxWO1TnK8+qibcPhEJVKJb1rBm+lUkGlUklZvZr1yggBumspOheLRbTb7RQRQPE1to19T2ewLvjG/mS9tb6FQgG1Wg3lchm1Wi25X5mVS5GTgi2F8G63m9zNdMWq8KkLxuUJ9lp/Xve8OIlYpsZdAGfEXAqyeXEJFPjzohnm5+fRaDTwoAc9KFcwP3bsGJrN5sj6G7NULOYaY4wxxhhjjDFmU6nVajh06BDq9TpqtRrGxsZSjAFF00qlgsnJSVQqFUxMTCRhk2JdpVJJIqY6YXu9XhIRKVLW6/UkOqrAmOe8pKBLsVdzVaOYqwueAVknLcVCAJmsVgqL0Y0LnBa5NYOWQjfPR4epOlK5mBcFaordxWIxibDVajVTv+hs1rpRUGc8Aq+H1of1Y3ZstVpNEQ7qiGYfswwKw91uN70r2rbozCXqytU4B71WrLsKxawP60TRNUYoxKxgHQuxHhy/hPnO8/PzmJmZsZhr1gSLuatk1IIVeXAhlPVkJS6QzXT2sJ6L1eFsjl/dvhrnzUYvlrJV8KIrxpjdwFLu1xt5P4zn2sj79kbPpCGbcb/eTDfwWuP7tTFmpzI+Po49e/ZgcnIyCazqmKR7kyJszH+lC1XjCyggalxBt9tNL52yT1RI1XgEABkxlX/zPITnq1arSTjVOIBKpZIRSymgqrCoIicjGDqdTkYsZRnMy2VmLpAVnemu7fV6GUGZYi7FWi2bmcF0JlMMZr0037darWYWVGPf1Ot1VCoV1Gq1FH+hi7qxfXyxvvq39gmvO/tYideQgi3FbJahfa7HxhgLXk9eF449HQcqLOsid6y7EkXgqakpVCoVzMzMYG5uDsasFIu5xhhjjDHGGGOM2RSmp6fx0Ic+FJVKBePj4wDOOB8pRnIKvkYXUCDsdru5C4MVi0VUKpW0qFa320W73Ua3201iI3BGxI0LXhFGDQDICHmFQiG5UOmS5bmjmMtjdKq/ZrKqC5QiK93GFJ9ZL/ZBpVJBtVpN7WNMAz+zDzudTkaophOZ52HZmiWc58LVNjA2QfuIfTA+Po5arYZqtZpx+7IO6sZlv2scRsyq1fGgL+1jFYvV/asiNd22ujCcojnH5XI58xCAzmRdxC5eX8351X4BzsSA7N+/H8ViEd/61rcs5ppVYTF3hSzHkbsZLOba2Swnbp4jZ63rspJcvu3q8FmLLL7F4Bi348cYs53hv2V6v1mvfzdXQ979cCvdr5fCchy/vl+vHb5fG2O2AxQ+dcEuiqD79+/HxMRE7uJk6ogFshmzjF/QfdSVS7dkXMAKOCM+RlepuixVfOX5NVIAyDp2dZEudbvq59gnJC6MFRcNU+GQ+2oWL525FLbVnavnoIhL4VcXZ9NXdMJq/IA6XmOEBDOD6ULOi1ag05ViqbpyKcBGYZbtVYewCuDaJ0qMVcgblzrmNKaB7WWbWW9138Z4i8XiH9hPpVIJExMT2L9/P9rtNmZnZ3PrZsxiWMw1xhhjjDHGGGPMulEqlbBv375M1u2+ffswOTmZFjQbDAZot9uYn59PYhqdp3RIDgYDzM7OJvdrnrjKvF0KshRjVXQrl8tp8TQKhjqFP4qC3MZp+Opq1fxaFe7UQTtKfNTFwxSKiNVqFfV6PUUa6PG62FqhUECn08ksepYXWaBOXe7P/uA+7CsVT1VA1b7hNWC/axYx66liLR3D/KwLqlEsjW5XdRWz3RrZoH2St0Aar1W8tlFw15zder2OUqmUFmOjS1nzh1mPWE6eeKyO8XK5jMOHD+Pw4cO45557cNttt6V2GLNULOaehejApbsiL/92Kzp9dhJrnfG3XR0+G41X0jbGbAeWc78e5ZRcSo67WVtGOXR3a479avD92hizFdF81VqtloTbWq2GiYkJTE1NJYFrbGwsuW7VCUqHZ56TVl2cwJmp7nliGsugWKxT6aODVd2X6k7VDF6d7h/Pp67VKCQro8Rc9hvdrlGg5PnUucvsXM1ypWiq7tM8onuZ/aoCLtuv7VMxVyMwYj/wHKNeRJ3C0QE8qs7x71H7aJ0owsa2sO4cfxTpS6VSGpt6/dk/o3J543fcxjL5e+h2u0lkN2YpWMw1xhhjjDHGGGPMmlOv17F//37UajXs27cP1WoV+/btw/j4OMbHx9FoNJKIplmxFE3p5GT+ba1Ww/T0NEqlEqamplAoFDA3N4der5deKpBSBGV+Kxf1mpqawvT0NHq9HlqtVops6Pf76HQ6mbrQxUsxk/v0er0k7NEhmyd4qiirrleNj4jCNAXAarWK8fHxJBpqRIG6SVmvcrmMwWCQhEG2i8doHELMyOV3rDdFcV3ciwJ4dCArMa+W7YtlRUGcUREsg/WKcRt5wi63UfiPAr/2McuJgj1F/vn5+TReJiYm0rgBkK691o3HqRgc+4TuXubvMst5amoKl19+OWZnZ3Hrrbei3W6P+ikZk8Fibg55ebhLcemMcvpsN4fPRrhhVpKVt5LydwPrncWnOJfPGLOVWOn9ehRrdb9e73vcYudc73K3+n17K8+k8f3aGLOboGhGIZTOXIqTjUYjZasSuj8p5gJIDkaKYXSf0s1LAVXF17zFzCiyUUSjoKmCnua3cio9XzHWQc+lcQZanua4qtCri2fpO4/RurOd+p3uo8dSgKU4ysW42KbBYLAggzc6StUBrMJn3mJu6pIGFi7opvWKTtjYVi2HcCxoPeIYY1203/X7KI7rcXreWLaKsrwGOl6io5t9zmPz3Lg6PnhtyuUyJiYmAJy+1r1eb0E2chxXxgAWc40xxhhjjDHGGLOGTE1NYc+ePajX6zjnnHNQqVSwZ88eVKtVTE5OotFoJKGRealR3ANOO1Pn5+cxOzubBEmlUCikTFm6eDWvlZTL5fQdP/f7fXS7XbTbbXQ6HZw4cQK9Xg+dTgeDwSBl+1YqlUy+LusFINWJQipwZhEyft/tdgEgLQpGcZDiboyK4Hl0UTVdgCuKfOqOZdvpGua+vV4P3W43s7AaM265jeI6z8Vz6DVRAZ3ipUY6sA660F3MmlWnLPuBgi331exbzSKO1z7GIuTFRERhNYr9PF73o9O5UqmgUCgk1zevL8vROmucRawr26yLz7GveK0e8pCHZPKdWc9jx47hrrvugjGKxVxjjDHGGGOMMcasGbVaLYm54+PjqFQqGB8fR7lczoiGujAWUUGOzsg4PV/3rVQqyc3L7+LCXxTIVGCkEEuhs9lsJtFuMBhgfHw8nZ/1peNUYyCILsilblw6fbmdgi6jIwBkcn5jJjBf2nZ1erJN7C+NqeD2brebXJ+sA/N1KZbmZfNGtB8poLLNmnEbF1Hjsfo9+1KFy3htAaR6sgztBxWUtV+0jOgEjg5idf5Gx7OK5Iyw4DjTc0Y3rYq5Gi+h11rznUulEg4cOJAEbo256HQ6+M53vuM8XZPBYq6wVtM1N3Ia3XqgUxTXO65gN8UhrDc6Vtd77OX9VgBP5zTGbAxb9X69G+5pW72NmxFxsVx8vzbG7FQKhQL27NmDRqOBc845J2XkqigaIwNUBFOhMQp/3IcZt/1+P0UwRCdoPA44I65yX7qBKeaq65Xibb1eR6PRSO5MzfVlOSq6xYxWQgGw3++j1+slp626eXl+dZLqFH7WTUVcbXMUfjXblvWNkQkxakEjJvgey9NoBa0nnb3AadeyisJsozqIGXeh+b+aW6zXTPN92Wd0uLI8FUgjKuJGMTzux77mudheXQiNbVNBWQVu7pdXB7ZXHeb8u91up+N00b1zzz0XpVIJMzMz+Na3vrXAnW52JxZzjTHGGGOMMcYYsyoKhQL27t2L/fv3Y3p6Oi1UxsXB1GHJaII4tT4uzBUzWXu9Hubm5lCpVFCtVpPDVYVcooIiBTfN4O31epifn09uXAp5tVoN5XI5iblx2juA5NTllHkKwioSqvhKFzCFSAqBrCOn2mt+q4qzUSxWMVfFVX0RiroxnzeK3ewL1jFm/mo/RgctBU+9zhpBEeugrlRtN4VcABnHsJ6ff9PhrG5sPRf/VudwvD7aR3nOYI4VZubypQ8h4oJ26uhlH6uIG0VkPScF9OFwiEqlkhy7D3rQg3DXXXfh7rvvtphrAFjMBbDQtbDWC5bRdbGccvOcL1vZZbLT2agFYLYrHNsnn3lx2jb9tDs2qzrGmB0K79frtbDoWt2vzeazlPv2qH22g7t3tZz8mO/Xxpi1Y2xsLEUpTE5OYnx8HPV6HbVaLTlnowOUzkp1QOYttKUiHgUyRhtwQS8KgBo3oMfq3xQRGa3AYwuFAmq1Gubn59MCa6PclXR45mWv8hw6dT9O82f7VaTtdruZ2AGNSeD0/+juZJnxHHlEYTjuq/EQKjZHETdexygOxwxZdd4yEkLdtuqojXWPY0Pro9+pU1b7Sduo30XBNkYt6PXLc/DG8UDUlUsHOuvG/uXYifEPfM/rP47ZarWKI0eOoNls4tixYynD1+xOLOYaY4wxxhhjjDFmRZRKJZx33nmYmJjAueeei6mpKYyPj2NiYiIJbnTCUrjUaenAmVxUCr/cFzjjzmVUwdzcXGZhMeC0kBiduirGqVDX7/fRbrcxNzeXEVGnpqZSXUqlUlrkTAU2Cp3qwlUxThcPiy5bAJnz8zOAdAyn8VNMVpenip4U+VRI1fqMcrLmRRGwTHXFss7sx2q1uuAc2kZ1UKsAqcKltiM6gTWzNrpXKfwSXexM/1bBVt3FdAiruBwjLXScRfGd38WHBNEhyxziSqWCWq2WeQChMR78DdDNzbEex0Isf3x8HP/23/5bnDp1CrfccgtOnDgBs3vZ1WLuejt8zM5lrZxYW8H1M2r8LyfHL8/NRtePHT/GmNWy3e7XW+HfdpNlKfftuM9WnSUVfwerzd31/doYs1LGxsZS3EGtVkOtVkuCqi4AxgWj6CSkwKbimQqfKuSpM1NFyTxYJo+LsQtAdrq7ZsMCZ3JwF4tuyCuLf+dl2xIVYDV6gNs1PzbmuqrgqG1Tp2ye2zbvc14UQyw/Hh/rqnWjWKvnyusD7Ue97lFYptCrbc9za0d3K7eP6gdt62Lu5bzPo/bX7+L10AXgAKTM4Rj1wP7SqAiK0LE9FPcrlQr27NmDQqGQHkiY3ceuFnONMcYYY4wxxhizfGq1Gg4fPoxarYaDBw+iVqthYmICjUYjkxnaaDSSSEVX6mAwQL1eT4Ipp6XnZZayHI0hoPAKnBEWO50Oms0marUaGo0GAKTFywjF206ng3a7jW63i263i2KxiEajkbJyYy5qFJhVmAVOZ97Sbcv6qkir0QrqFKUrkwIeRWQuFlcul5PLk6Jm3oJveW5brYsKuBofQVE0CrBxyj/Lif2owqpGCqgjVp21Ma+XQv+oRd40RiJGJURBOe87Xi91/uYJvXR9RwE9zykchW3NYmbEAq9jtVpdIBLTpc6oj1arhcFggGazmXnoEXN6+aCkWq3i8ssvR6fTwT/90z/h7rvvhtl97Eoxd9TKvluVzXSBrOTczg/cGeQ54Fbi/rHjxxizUrabI3cz8f165zPqd7CS+7V+n3Lvfb82xiwRFQXpylXxUR2JUUgE8gUydSHmLa6lx6uQSYFTBdZRC13F6f/6ovimLz0+rzzWRR21MWtVhb+46BeFO41m0HLYd8wX1v6MbuWzuUdHuW+ZWzvq+xghEbfH/tV9Y51irAGQdVDHjNqY2xvFZZ5jMWexnie6tmP+blx4brE+zWuXunHVqatjNI4JXZCPfccxEttF4ZsPHiqVCsbHx1Gr1dKDErN72JVirjHGGGOMMcYYY5ZPrVbD5ORkWuRMYxZiNMFgMECn00muU4pV3W4XjUYjs8AXUbdpXhRDqVRCpVJBvV7POHSBM8IfhS0KobrglkYr0D1ZqVSSQMb8Xmaa8qViLOsyGAwyC3+p0ErXLoU87gucEe3a7XY6rlAopLxezbFlviuFP7Y7iuHad3lCZJ5YrsScXXUM04W7WNyFitrsI/bFKAdxdMqqCKp1oagdFwXrdDqpf1heFIVjZrBeq9hXFFZ1HEWBNrp3WUe6ZvniOI0OakYmlMtl9Ho9jI2NodPpYG5uLvU1663iL/fTci+55BI8+MEPxte+9jV8/etfz72uZmeya8TcPDeunT7rQ1wN2uwc+JsZ5fjJc/oQO36MMUthu82eUbZCnupy8P1653K2+7USc+/5G9z/rs+tU+2MMdsdCoq1Wi13erk6CilaEophOkV9lLs0TxBlxIKelxSLxbR/XOiKaD4pz6GLjmlWLiMQVNRUoZJlqyNV68r9KeJSuFOhttVqJYemxglQCFWhN4qe0S2s7tL4XcxgjajAGV2s0ZkcF3XLcy7rvtGVzesQ943XmWNJrx9FZdaL/aDH6UOAKN7muXjVAZyXw5u3PUKhV8VrjqkoTkdXc7lcXuCO1t+IOs85vlnunj17MDY2hmPHjo2MkTA7k10j5hpjjDHGGGOMMWZlNBoN1Go11Ov1JOY2Go3kQlQxiguf0alKUZcORgpOzKvNy7aleKUZosPh6WxchU5aokIqhVMKwN1uF/1+P9WPwhu/5zl4Xub7UtiNU/wZk8DsXQrDFN+AMy5hPYZldrvdJN4WCgXU63VUKhW02+0UX0G3LtvG98XExShIamYvt0UXb54Aq/2hbtQYmcG/oyOW159jIC72lvdifaOozGgPzcjld+qGZrsowGtEBV2xeVBUZ1/xuvB4HZMcWxqDwesKIBPXoZnQXHSvWCymyIRyuYz5+fn0cKRWq2XGhF7Dubk5FIvFNIaZ73zw4EFUKhXcf//9+OY3vznSfW12DhZzjTHGGGOMMcYYsyjVahWTk5MpUoFirjpy88Q3imgU2yimUdiMx6gDlrEIANIiVZ1OJ7OgFgVUdeVSfKSoRaFWhT3WjWIp26GLk3Eav7qLtV6MYOCCVipEqqAMIMU2sFz+rQ7ifr+fYisoLg4Gg5RHrFm+MdIinm+U01P7mt+x34j2r2a8RgFZr1Wew1azjbVuMTNZv9PzREEzL+tW68njNRJBYyPyytQ6qHOa+8Y+VjGax2kWsl4btj0+7OC5KC4PBoOUfRuduxot0W630++IYnGhUMC+fftwzjnnoFwu41vf+hbMzmfHi7nbebrmehOn3i0ldmI5x3j65tlh3yxlam7sx82czruU6Ztx2iZx3IIxJg/fr0cz6t/TxfaN+H69Niznvr3diGPHcQvGGADJLcrFzujWnJiYQL1ex8TERPpOHZHAGaemCm0sk1DAi/mrujAX91dXpAqpFAopHvIcjGFQYZUirk67p/AWc2o1uiCKzK1WKzl36bDtdrupf1iHQqGQ3LdaHgVkjWkATruMy+VyZlo9HbWx/bp4VsxWjf2rTtzo6l3MGasidowbiA5cQoFRoyNYLr+LIrC6gfNE3rhIml7vmGOrERuxnnH8caxpWzXKQR3KtVoNg8EA1Wo1I8TnjevYZxTidT8Vg0ulEsbHxzPCrYroml2s15Xjj31dq9Vw4YUXotls4t577/WiaDuYHS/mGmOMMcYYY4wxZvkUCoW02BkFtVqthj179qBer6fMTgpVdJxShGRMQJ7QpQIc3bo6fV3FNwpZLJfT2lUsU9GMU9jpuNXs2mq1mqa3ax0o5nG6fFyATSMSZmdn0W63MTc3h3a7nWkX68Jj2SesC1+sowqPjFaggAcgicR0f1LEZiRDXnSBoi5Q1ikKuNFpyn5XkV3bFF2+QHYhsOjUJrq4W3RPc0zo9Y8REbFMdXkDZ2IMVATWBfRi/ATf6YrWLGcV/6vVaiqzVquh0+ksEJ61rNgvjFBgLAOAjJOcAr9Gd/DF682xzwUEu91uKoMPARqNBh72sIfh+PHjOHHihMXcHcyOFXMXc/jsxoXPlrIAxlLYjX23EazEDbWYO+hsztnFruNyHMCrcXPToQvYpWvMbma73q/z/t1eC9fmSmY8KMtZ+MqsnOXct5dyH13J9VrKeFuNm5vob9QuXWN2JxS0gGwWqC4apq5cFas04zSKcbpgFJCdsq/xClEQVEFR817jlHiKp4xh0EXFdHG1KCZS1FNXKr/TrFvGJqggrX2jEQB0X1IcVbGQZQNI+cPqWKVQx1cUJfMWvFKRVq9j3j7ax1EMVgez9j/7LeboLub6pfipQq5uH9UGvcZaH/aPlqGCM681+zy6v7U9GskQ85c1KoEvFUn1nHGcq5is4rgu3kfxmegYiW3iOxfT0wcQMQ94z549qFarmJ2dTbnTZuewY8VcY4wxxhhjjDFmudxwww248cYbM9suvfRS3HrrrQBOT23+mZ/5GfzhH/4hOp0OnvKUp+Dtb387zjvvvM2o7rqicQV80WVYqVTQaDQyIhlFOi40NjY2llnkrFgsptgBRg2oeEkRlwuPqSBGUU2zbTVjlGIZRbxSqYR6vZ5ZYE0FQF28TLNQVaRUkbPf76PVaqHT6aDZbKLdbienZK1WQ7VaTXm3dGGq65iiLOuofaz7qlDNxbMqlQomJiZQrVaToKuiqJYDICMyx++iOMrvRwmqQDZDl2IiBUUK19GRqnEHcUGuuMCYnj9PANbtUdjU71SI1XzkUe1nfdVVrP2mC5hxXFer1UwEiI47jmkVgbV/6PDlcXTX0hnM/RjVwd8UxVqOefY/f2dsJ3+XAHDJJZeg3W7j1ltvxYkTJxZcW7O9sZi7xVgvp89irJfzydl7Jo88B9DJj51+t0PXGLOV3bibzXL6Zjn7+n69vqzmv+OWch1X+9+Jy3EHO0fX7CYe/vCH4+abb06f1fH26le/Gn/2Z3+GD3/4w5iensZ1112HH/mRH8Hf/M3fbEZV153oTFRxVR2QKs7pgmQkTmtXF6SKfioCRjflqLiG+LcKbDrlPx6v59WsXM1x5Wed7s5zqNhdrVaTYB0X2dK65E39V1FQYwwoXlPQjU7oGJcwylmrn/OiGOL1WYy8aIF4Du23UYuyabsXE5JJnhM4uo3VxRrrFt3HeW5jPbeeP7pjdVzFhx16HeM417GvYyJPuI710QXiRi3MxhgHFZfr9To6nU5ykpudgcVcY4wxxhhjjDFGKJVKOHjw4ILtJ0+exLvf/W584AMfwA/+4A8CAN7znvfgYQ97GG655RY8+tGPzi2v0+mg0+mkz6dOnVqfiq8DFBRrtRrq9ToajUZGuALOTBVnrEGn08lk6bIcuh8BZMpgrAFdu9HJSWGq2+1mtrF8irGDwSAJzzyX7qciox7X7/cxOzub4hCiy5VCGB3DzMVlmyYnJ7Fnz55cobBWqwFActRq/Wu1WkYk1EXD+Jki7p49e1Aul1MUA9257DsKzmSUoJonUvLvvO8VjaaIAjnbHRfv0vxfACk6Qsum4zTv2usYo9tbxdC4r7qFY3ui65dt0XgPHUsawcD68bpMTk4CACYnJ1Gr1TA9PY3x8fGM+E5xP9axWCym7GZ1WQNY0A/8/dGNy+gI7q99zXoWCoWUKX3kyBE86EEPwp133oljx2ya2CnsGjF3M5w+WyG3brFzr0Wf2M2z88m7xstx/yzld8Dv7NA1xmwGu+F+nYfv4RvDes2siuj1XO9z2qFrdgO33347Dh8+jFqthsc85jF405vehAc/+MH4/Oc/j16vhyc/+clp3+/6ru/Cgx/8YHzuc58bKea+6U1vWhDdsNXhtG115uZlwqqQFKeXx/xRdSbqNhXZ1NEbM0PznJhANvd2lPuT5UX3I+tPUTc6Tfv9fpoOr4KxZv7WajXUarUU26B9OGoBLvavisL6ru5KCoS8BrE9mh+chzo79fx5/cR985y6MZohr2/pHI0Lsuk725jnEtby87azbnmObB7Hfs87f2xzFJ7VGZ6X58zjKM4zYkOvUXSwa7vZ93R/M2Yk1jc6dYvF4khnrdaZ5VP4Hh8fzyzClieYm+3HrhFzjTHGGGOMMcaYs3HllVfive99Ly699FJ85zvfwY033ojHPe5x+NKXvoS7774blUoFe/bsyRxz3nnn4e677x5Z5mtf+1pcf/316fOpU6dw5MiR9WrCqqlWqzh06BBqtVpyG1JsAs4ITeoCBE67UJnZqe5NACkbVGMPWJYusKbH6t/lcjkzXZ/lROdpzEjl/iyLDkdmkepCZtxHhdder4eZmZlUNh21fGc27/j4OLrdbsrgZVnqIFURuFqtYmpqKjMlX0VAFSXZTgrK0WlMRgmh+r0KkqOEbxXQ1dGronGeuM7rrA7aKGLnRSuw7boYmIqgADJCdhT3Nfoiz1msdY/17/V6yTnfbrczWbQ8njEFw+EwibYUSScnJ1OcAd22GodBtzLHgwqvFGk1ZoG/Jd1HnevdbjfVl5+1j/lb4jk7nQ6KxSLOO+88nHPOOTh27Bi+/e1v544Ps33YcWLuYqtib1dW4q6IDp+1cvXYxbN1WIk7dq1YTj7fcpxu3Pe+a0+/2/FjzM5lJ96vV4Lv1wZYm+u+UQ5gxQ5ds1N56lOfmv6+/PLLceWVV+Lo0aP40Ic+hHq9vqIyuTjWdqFUKmHfvn2Z9uoUekJhUQU4dfMSim6a95nn8IwCo+4TxUOdAs99o1gZoSimGblcdC06dSmQ9fv9FBtBIY9RB+Pj46hUKun6spy8euhCWCyHC7Rp/mqe2K31oritTs4otOqxec7X6MTV66TlUzQf5ZbOc8+yD7QO0ZE86vrmjQldDE6/i7nE0Z3NtkXndxR7KaBSxKXQr23WMcLrRRcuH3ZoprEugqYPEjj2dHyw3YVCIUU7cP943XUBNDrJ+/1+Jp4jjneWMz09jUqlgna7nTsuzPZix4m5xhhjjDHGGGPMWrFnzx5ccskluOOOO/BDP/RD6Ha7OHHiRMade8899+Rm7G43JiYmcN5556Fer2Pfvn0ol8spYoCuVnUsAtnp471eL4lOKtppJEGc9q5iJt2PFLDigmHFYjGJZ5zaTlhHZrJqLARFRnXl8hjWn45inovfxXLpyqQYS9dyXORL26HCInBGZKOrkk5ftjEK3rHcvLxURZ2g0bkchXOK2hTl1U3KdqnYrSJlnmDO666iZp6gGsVEnovO0hg5oPvlCZd54re+xxgDftfr9dBut5MzV2M1tO943kqlgrGxseTCpTu7VCqlsRBdzbxeLFfrHPuG45P1pIDb6XQwOzuLTqeDZrOZcRAPh8MUoaB9OTY2lsYYr+/ExAQuueQSzM7O4u67716wUKHZHljMNcYYY4wxxhhjRjA7O4uvfOUreP7zn48rrrgC5XIZn/jEJ/CsZz0LAHDbbbfhG9/4Bh7zmO0/62RiYgIXXXQRqtVqWpxrbm4uCV4UW1WEUrGSYimABc5cXbQLyIpvGkOgi2zpdHUAKdKAwpmKuepa5eJTFBNZb3XiquAJnHZPa6Ypp7HrPjxno9FIbtxSqZSydOkgVZesCq4aHcBp8xThYtYwRegoEkfHZnTY6rs6Slk3nf4PZF2nmo/Mc6mgqcdqX6nbVIX3KExTeOQY4fF6DM+rgmYcL+xHFUz5XZ6zW7/TbXRot1otdLvdBWKu5uSyLRyT1Wo1I8SrkBvHJF+dTicTCcE26DjhWOU+UczV3yLryd8BBVuOC15b9tlgMMDk5CQOHjyIu+++G8eOHbOYu03ZMWLuVp6uuRmLr22Fc5v1Yb3jFdZqmuZaLCR08mMXA/CCaMbsJLb7/Xqx+ILV/Pu51vdr1sVxC5vHescebKX7teMWzE7jNa95DZ7+9Kfj6NGjuOuuu/CGN7wBxWIRz3nOczA9PY0Xv/jFuP7667Fv3z5MTU3hla98JR7zmMeMXPxsO0HRqlQqJbFKXZsxy5Yu3Tg9nsJRFPRY/qhp/nHKf5yqzu15i3dRaNPcWZZJUSsvWoH7UsxVYZLCmmb9qpipC6fpNHwth9sp2rIPNOqBebHst0qlkmmz9luMMYj9wGuj0/ZVOIwxDjHfNV5P7fO8a6HXW8Vc3VdjBXhcFNPzxlEcH7Etul3fY4yBbuOLYm104OqL51OXN/uLDt3YfyrAs2wuXBbjG7TdHC8cE6wnHcOtVgutViu541WkZfvYHh0vhOONTl0Vjc32Y8eIucYYY4wxxhhjzGr51re+hec85zm4//77ceDAAfy7f/fvcMstt+DAgdMPP37jN34DY2NjeNaznoVOp4OnPOUpePvb377JtV4bKFxVKpW0wFOxWMxEK1QqlSSGtdvtdJwKeBS+KAyrqKuZuhSVdNEnLU+n6sfzcH+6OSuVSnIp8pzch1moGrNA0Yz7T09PY2xsDK1WC/1+HzMzM0nwoss3ipp0mqo4zHpwO8/DGAfgTH5up9PJRDCw/hp3oNP76TLWmIW82AOKhyrGR/cr+1AdyTyW15uvcrm8QCyOIqwKqJrhmheXEGMI1AHL7+lMzhOCS6VSJm4iT8yNi8+xLhRxdUzw+qnoT1GdLlw+3GB/0YnLuAX2Ccvj31E4VrczoYirrnGOm7m5uRSvcOrUqcxx+tBCF1eL15ljlde30+lgbm7OYu42ZseJudHZshZug40gOmdW6rZY7/ba6WMWY63H35ny7Mw1ZqexXvfrtbqf7hR83zZ5bJf/PjZms/jDP/zDRb+v1Wp429vehre97W0bVKONg0IcxTiKonSPxnxYin6clh+hMEWnahR91eEahTsV5lT8U3Ewz8kbHYnRmavCa14cgB4bF73SBcq0bK2TiodsG4W8brebERVVaFO3JKMb8rJhWXaeizU6X+N36mbVfNXojlYH8ahxEvdfTBiMTuLouI1lartGZecuBxV7o0MXOONYpoDM8U8Rn2KuPlzQvlGhVkVcvfZxuzqE9Z250xSFO50OOp1OEncXQxdTi/1IovvXbE92nJhrjDHGGGOMMcaY5VMqldBoNNBoNFIWKN2njUYD5XI5k3lKoXNiYiIjivK7+fl5tFqtJKLR9Uvxt1gsLnBIqrsTQJo2Xi6Xk6uQ21mGCs/qIlURlVPVm81mEm7puoxOXi6Wxinp1WoVlUolLXhGQZdiGEU7tk9zV+l01UgKioWE3/V6vSSe0+U7MTGR6pUXORCjE1QQV3eqLkymgqIuOqcCpJarTuHY7ijCxxgMkicy6oOBmH+7mJCtdVDxX0VfFeej+K6OaXXb1mq1TAbtxMREcucyVoFt0wgFje7gtdf+7Ha76T2eX/uf467f76d3vjhu2Ddah9hGfsfrpw9b+Fvg78hsT3aMmDsqa47b1YHgHNnVk+d0sutnY2A/b5TbzO4dY8xacrb79XZjtf8Wb1S7tZ6+X+9MfL82xqwFMSJBRTFdFIviUpwmH6FIRaFOF+/Kc2dGwVLrFR2GkbzFvdQZGRc+i9muKg7q1Hh1bUZnbqxjHiqQAkgincYrREGS+1DY1X0WO5f2VRT5IjHTV8VHFWtZZnTy5jlc8/pjMRdu3K6C7qi6n82dO6o+cR8tL+bhclzoQnoxF1cX6suLaNDrrmKuCrQUc1kOgCT4cgzo9dCF3/SY6LzluwrTij4gKRTO5DCb7cOOEXONMcYYY4wxxhizOjRnFECaVl6r1VAoFJKzr9/vY25uLmXn9nq9jPAV4wYAZFy9FMYomFIkjFPJeTxFKTolKa5qjq0K0cAZ4bTdbqc6MidXywGAdruNwWCA2dnZJKix/bVaDZVKJbmVNdKBwhrrSQFOYw00E5X14fR9dX1q2RQ2y+VyireI7tgovuZNr1cXpy5U1m63k5gY81b56na76VoBSPVlv+p11EXbNMIiRjho/SJnixGIZaj4G0XzGKkQP/O6axZurVbLCLWMHGE/0uU9Pz+PTqeTEWpVfOX2ubm5zO+EcQl0fSsq0LJ+OsbyxG11WeuDCxXz+UBAndalUgkTExOYmppCp9PBt771LTt1txm7RsxV5wudC9vVBbQUVtO2PGfHUspzLt/GspR+Xo5jbCs7erhKNuCVso0xy2OtZjNs9Xtb/Dd8sfu279cbw3rlN/t+bYxZT1RQ1G18pzs35nfys073z8uuBbILNVHA1TiHPIcg9yuVSmn6eBRSuZ+KnRS3dFGqvDgAFVsZ+aAiM0U9dSyruKbid54gDSCVTWczXZGa18u6UfArlUqZzNVRbtXFXJUUzFkvint0kmq8RRRztR3sM/YVIyh0Gn8UczW7Nwq5S3WCjnL1ap2iuziK3fqgII4xjeiIERQx2zlvoTQdN+pY7/V6aTG9ZrOZIkJ0IT51L8fojrx+jeNdhdwoVrMfdJE4ls0HIfV6He12G+VyOUVDmO3BrhFzjTHGGGOMMcYYc3boTlQhl+5RCoIqkHW73YzLVaela16nLhLFKe0AMmKUCm503uoUf7pjy+VyxplL92ylUkG5XE4uSsYVaD4uXbkUu+i0VDFXp9nzXCRPXGM9dWEzFd1U5OV5O51O6gNtE8Vc5gSroMiydWp8dAJrP8coBM145TuFRnWL8trRFc2yS6VSJiqC7Y5RBBQR47jSd62zlpXXZzGLNy8aQ4XNvDLVQauRGxQ+KZ5HgZuvXq+Hdrud/tZ9W61WEmv5Pjs7uyBeIU9UzovRoPNZr0dsq8aBqDOX+7McjQ5h+TxXpVLB0aNH0el0cPfdd2N2dnbBdTNbj10t5m4Fh+5au2LWqy1boa8iS3G47CbX0U5x4Z4Nun7s+DHGmNFshfv2cu5L0UG9m+7fi+H7tTFmM1Enp2aIqlipYhsFPYq8FAMrlUomXkGnwtMJGRe7ikIXt2mUgi5IRSGOYqguIsYyxsbGMt9zH3XvUkTlVHUKuTGLF8ACkVnryr+jQ5RCI4/TSIYohGr+aoysiH2l7lPgjJgbxVN16HI7z9XpdNBqtdJ+7C9GEOhiaLqgWxTktU4qTmp9lTynbcxXHkUURqMrVWGfqJs2up05HrXvVfim6B1jM+bnTy/0x0X2ZmdnU/wIy4u/FW1Dnrgd267H8kXBV6937HcVc/k7UVd7uVzGwYMHMRgMcOrUKYu524RdLeYaY4wxxhhjjDG7nfPOOw+HDh3CgQMHMsKdxi7E/FMKquogjOIlxS51BarISPg5xjww3oBCKwVbzcmlgMxsWb7yBD0VXVkPinJR3FNXKuuh542RAiw3njM6dFmPKHxq30SRuVAooNfrZY7PEy7V+aviru6r14Xu5W63i2aziWazmbm+jMDg38yH1b7i+aOgrO2NzlAVYXlc7CNtCz/HBwi6fx56HrpjNbc2OnM5PlqtVhJLNZKCeccx/3YwGGBubi7lELM9ExMTC8YCgMwiaPx98J31GeXMBZAiEaJoz3PoSwV7HTesp4q/U1NTKBaLmJmZsai7xbGYa4wxxhhjjDHG7GKOHDmCxz72sQsW2aKoqUIScGbKO2MLorhGAYwiWZ4zN0/0U1GPQqouZqYLnfGdTkONRKCYm9eeOO0+T8xl5AHPz3eNRACQOUYjKWIcAMVOumyj2KoOUGbA8sXoAzpC43T7+Hc8L9tJ1J3a7/dTPMDMzAzm5ubSMVxwToX1wWCAUqmUzkeRl+1T93EUDqOYCyCJw3HRPd1Xx5+OLWUxQZf9y/xavvPc7A/NLdZsYxX8KXr3+/3kvmU8x+zsLNrtNhqNBhqNBsrlMur1eiaugm1hpIUuktZqtRY4bCnk6yJmGu2gv7EYw6GRG7EvNCpFo1P279+P/fv345vf/KbF3C3OthZzT37s4hUdt5WiArYieYvFbSWWM20z7rvdpm3uhsVSVoqnbxqzfVjp/XolrPU0/e1234gsFrewlSIN4v1OP2+F+p0N369H4/u1MVuXQqGA6elpjI+PY8+ePRnxR0UhABnhkaIRhVSKQXmuTyAbqxBdq1qXKLQSilW6QJTmnXIhsRhVoPVh/aJLVt2XFO5YD4rEFOLYP3mLnWl+66i2qbuX/aJlaV+pG1RFOxXJeX7to3jNWGZeFm273U5OU12YiwIfr2OxWFyQz8t2acwEnaQak6Citor4fFGUpECc51bm9ctz78YYhxhRQOGTWbcUcaOAryI0Xbwq6lJ41UXNonuXDzcqlUoSc2u1WsY9nufcppCsDuw49rXv9bemzmxe//hAJP4dF/LLo1arYXp6Gt1uN0VvmK3FthZzjTHGGGOMMcYYs3zGxsZwySWX4MILL8Tk5CQAJOEKQBJGueCYTs2mwFmv1zPiarPZTIuhUQhToQnITn0HkERYCqdROKRYxXgFft9ut1PsAutaqVQyUQ8U4OhCZYQEhTpOu1cHLGMVYl4uHbpsg2archv3i0Ibj43RD7EPWC8VpavVaso+1ViDuAhdjJ5QgTMKsL1eDzMzM2i32zhx4gQ6nU4SdDVSo9PppOM1r1hzilUc5uJt6p5Wly6vHccLxVy6oNUdy75RkZjvFCL5rmNMYyoouna7XZw4cSKdD0ASc4leM44JCsDNZnOBg1ZjEDj2SqUSJicnsWfPHlQqFdTrdRQKhZTvTOG33W6jUqmg0+kAQGaMxvgEfbjB/qMYreMn79qzbvobY1/r9/rbBIC9e/dienoa999/P775zW8ueMBiNp9tKeZupMNnvdgOLpM8lrKgyno5fVhudK0sx2m9XZw+K3H4rNTNs5z+24qOITt+jNm67IT79SjWyom5E4l9k3fv2CmzpHy/Xjq+Xxuz9aDIRBdhzDvNW4xJRTZ10uYtYEYhV6ML9PtYF3UQLhbBEM/DekRxU92sURxW9ysFttjuUfm3WiftE25jO/P6MsZVRNSJGcvN66+8fReLHNC+6XQ6yZXLF4VYRmeocBqFY/Yn+0RjC9SNSmGYIiRwZuE3zXLVBwZ56DiLzmS9TnljRGMsVIhX0VT363a7qY/o6lVHr/Yx21mtVpMbt1arZR40qMDKqA0V3/OymON1Y9uiQ17br9vUeavXgw8ptFyNW+CxY2Onc6ir1WrmYYfZGmxLMdcYY4wxxhhjjDGrg2INxVx1ODK+gCKPTk0HzmTaAmemwpfL5QWuSxWp6Kzle1ywS+MRlGKxiGq1mj6reFWpVFCtVtMU906ng1arlRHgVPzr9XrodrtJzGw2mxn3JB2WGiERc3E1AzaKezEegeIunaxxqrxGR7COebnC6g5WR6pGSahorMIgRetut4t2u43Z2Vncc889aDabmJmZSX2irtpSqZREScYFsI9YT44fLlKnC9TxeqjoHJ25UbTnuflZ0WuhgnIUNVUwjxEbY2NjqZ3tdjsTwcAxq2OX+bgUnzXOg+3kw5CJiYkk5DYajeTu5viN45nXiE7uUqmUvlNhXuMx+K4xCXkPGOgQ5u+Gv2eOnUqlkomIiI5fvk9MTODo0aNotVq46667MhEQZnOxmLvF2GpOn63knBnlMlnMfbIUBzFZzKm7FbN3V+O62UrXNY/F6jeq3XT8AHb9GGN2H/x3cys4MpdSh+XMsjnbPXix/3bazPv1WlwL36+NMeuNOlqBM9P9VbRSN2ec2h2zSlVAjJmpymJOUhWn4nRx3a4CsYpjABZkoup5WTcVXGPm6Kh6xwzYWCbFVRUs9dhCoZDJEs5ra17fxCiBmIual4sbM3m5rd/vp+zXZrOZMmA51Z+iM/9W5yyAzJigAMtIi7i4VnQQqxgbBfBRjuzY/yp8s91xrOSJnNHJzDHAPNzBYJARc7WvtD8pujJ7lqI1hVx+jo5c1j+OLf0NxeuqfZE3Hrh/fPjBa8gHHRRy1Z1LB7K2l+XQQV0sFtFoNJKAHMe02Tws5hpjjDHGGGOMMbsQTgsHsjmw6ujkdop9dAXyGODMwkzqBKSgBJxx8aogq6IcidP5VWiOIhLds3SDUlybn59PsQFxQTGKVJw+T2ci3aexbXTWLrZgFLexrdHxyD5UAY7CGBfa4nFsg4qfFNC0vZorqw5pdfxGgZ2ZrSdPnsSJEydw/PhxzM3NpXiFKOYy95hu1lKphHq9nrJ/WTeeg9eL16zVamViBvKuIfs5PkTQfuU7HcAaCaDOZ7pPCaMF6I7NyyxW8Zv9qFEXPFbFbH3QUSgUMDExgVKphPHxcdRqtcxviuVxPOQJ2qNiNFR0jjEgKpazfhyD1WoVtVoNBw4cSGKuxiyw/lx4jr93ivbq8OX4LZfLOHjwILrdLu6///6U9Ws2D4u5ZkUsJTt3K7Aa589iLGfftXYFLcfps9WvD1lOPeO+ef3hXD5jzG5lMx26q5ldtJn36810726X+zRZyf16sbHo+7UxmwtFHZ36rwITBSSNTej1esl5qNPmdeq7Cp/q+I1T6KPLF0BGpKQ4SGGLAp46c6Mrl8erUKvTyDU7NU7B1+nnrCPR7NhR4puK0Hk5tup01uN4riheaj/o8Wynxl1QxGbd1fWr5xoMBmi1WhlXLmMH+GJZbA/PR4FX6wYgifTdbjfTTxSry+VyEkW1P7UcdSzr2NQ2aCayHstYAW7LEz6jIJ93HfUa8qUL8+k5dPwxZqFer6NSqaRX3piI9R4l5hI9RseGCvTaT3ywUavVMD4+nly5Kv5qn7MMxifoby32/cTEBHq9Hk6ePGkxdwtgMdcYY4wxxhhjjNllRHcsxRsudEQXq0LhjsfwXR2ZFL1UcNLp8RSmKAjHCAFd6IplqsOVx1Nk033a7XZa1EsFXY0Y4HR6OhLVTVksFtFutzEYDJIoR4GsUCik8jgtn+WpW1b7EjgT6UCXJh2kGhVAh64uxkaBkyIt3bMqhLJsRgGwTexbrQvPc+rUKZw6dSrFCzBTmNdC4xN4HVVwpQta+0TFdH7mdWS9iebN8twx61ahAMtxGftZM37Vqct9mfdbr9fTgwuK1t1uF71eLzlp9ZqpwJ4XgcB6cfyMj4+jXq8vuPZx3OmYVIFf+1DPFQVdRR/IcLxOTk6m3F7t6/iQQIVdHW+8Xrxm2meFQgF79+7FxMQETp06hVarlXvNzPpjMXeLsNWycs/GRjpJrrjhZWtWlrpDNqoNK8nb5T5542It6p1Xh6WMwbV0fK22HUupgx0/xpiVsJwM9a1K/Pd6I+5/WyGvdyWMuqbb+X69lmzEfy/5fm3M5qEiDUWlKJqquKQZoDyW4mR0nkZnKMukmFWr1TLu2yjMUQykUKuOV91PRcTBYJAiFvg5irmap1soFJLTuFqtolAopAzZWq2Wsk/L5XLmeBVzVfxUd7JGVVBkZB9SEFUBTeulUQy8Jr1eL0UBqBOX3/GaRPevXmuKubOzs5k+0mvGMvl3oVBAp9NJwm21WkW9Xl8g3kaXKNvc6/UW5DDznecfJeayf/R79huvKfsTQKbf+ZljRMVcCvAUVxuNRuqj2GcqpqoblueqVqsoFouYnJxEo9HIiPxRzNWXPpSguzi6YqN7N8ZEEF6Ter2O6enplOGrbmSWoTEqPDffOba5QCDjR3QRwT179gBAyl02m4PFXGOMMcYYY4wxZhcSp2sD2bxOfua+/My/OX2e7lgKw9w/Tv2PwhTLU3eiukK5X4wu4DnVEUzxTOMV8trBv3leCqsq1nE728djo0jHduo0doqx8Vzcl/tTRFN0ATEuQqYCIMVVzRHu9XrJtaoiJ0VLXpdOp4NWq4XZ2Vk0m82MoMh+zhOBdTuF21KplBbPoljKd6IOY+0LzULmtWK/6H76rmNJs111bOn11j7ndaaDlqI0heZer5dc03RLx7EWxWZtrwr+7H9eLzrA85zlmjMMnMlcpsgdx05Exx3FXF2AjaK/RmNohEgcJxq1kZdtrA9Y5ufnMTU1hVKphGazidnZ2dw6mvXDYq4xxhhjjDHGGLPL0CnaecTs0TxBUr9Txy6FzbgYGAVMFYwpiGldGEOgAp3GPrAcXfis1+uh0+mk6ABd8Iz15LEq5Nbr9YwrmU5jCmS6CFm73c60SaMl1Fmp5yPab7rQFgVSAMkpqs5jOlvV4cq+p2DYbDbTdsYNaLRFp9PB3NwcTpw4gWPHjqHdbqPX6+Xm++blu+oibpo7XKvVFizMpm5qXVxLx0lc+E7FXHWNqiDLfo+fKXprprL2Na/R1NRUcoT3+320Wq3U3+wLxlXwPOrCjZm5eQuL8XuWycgOlh/rR8GVTnA9htu1D+JvrVwup4iHPXv2pDEbnbkAklCrwnh049KRm/dbo5OeDw7279+PWq2Gb33rWxZzNwGLuStksWl1ZztmJ7EZsQVrxWYt4qZj5mxjYrVTfbfimFusv1fyu1oKnr5pjDErg/8eb/T9ZLv998VaxSGsVcTHWsQibUa/+35tzOYQnZMU1SgCaWxAnrCkZaggp+JuzMZVRyo/q8CnLkZ1Mmod1Q3L86hrVl2msd5E4wH0POpWznNG5uWbRrdjrLcKi3o+rWPeKxKzcikc6jVg2XTydrtdtNvt3JzcCOsWr22c+q9OTorSKnjmlZfX/1qmtoH75rm08wRnXcQvHqP9q4K6nktdp5r7DGDB4m+FQiFl0fI1aszFPmQd9DrFBQNjv+h5uR/jJarVanoxN5cir443tk9/W3Fxw+jWjuflmIrO3bzxbNYXi7nGGGOMMcYYY8wuJDoih8MhKpVKxgVZqVQy4pgKRDHnVKf/65Ruum5VJNVIBWbS8li6OlmvvPgDzZ0FkJy56iqkyKYicoxqoKjH4yiCUazLi2vgolosl+2lKKYLXbH/WN8YRUAXLV8U6Th9n+eMURatVitNcT916hSKxSIajUZGpKPYevLkSdx777144IEHkiNVxcc8kVWvL8VN7WsKf2wbhUIV2GN5vF4UFvMiEejSVoeuXkcdU4TOX/ZNPF5hXzITObpU45jT8vIeLlAY1zGv45XHaXs1F5oOcjq76TRWRzSP4zsznvfu3YtGo4GpqakUe8DvJicnFwj7LJMPAOjEnZuby/x21GHOvqWgTXdupVJZ9KGAWV8s5ppVsVLXxtkWBVvLRc/OxijXylZ3Am2m63Yljp+lOHKXwnZdYMcYYzaDtVq4cpRDdyMW4zpb3bfq/Xqt79PrNXslspz79WJ18f3amO1DdGFGd6A6DyMqcuV9p8LeYk7TeBzFsSgWUwhTlyvLyHNtqoCbl+E6SniMC2nl5ZzG41QQzMvUZX3zjmW9KORR7NPoAhXAVfCmMMc66HVivRm1QBE29tHZiH2hbVVn7vz8fMqO1WNVvNXrdTb0+sQoA61XzH/VReBUBNY6aZ+qe5zn0nNGVzLLoOgZfxvcpgLuqAcg+rAhEvuJx/NhBp24+nCD7xRfNWs5r680L3c51yWvfmbjsJhrjDHGGGOMMcbsMtSlp0KhOgSBrKClAhkFxxh1oFmwpVIJtVot4xYFkBH/+v1+ynBV4VhdnhQOWR7dh3Q3zs/PpwW+KGxyKjyA1EY6C3XRKbZbp89zu9a5WCymBdF0IS22odvtotfrodVqZcQ9llepVFLfEjpkeT46fuv1OhqNRnKQ1mo11Ov1lLVLV2W73U5uyjxHM/um2WzixIkTmJubywjfbFcUK6MTVMeMbut0OhgMBmmslEqllEGsjtb4gCBGN8S4Ah1v6pRmHnAUT9lmukvZboq6edEOUdyMMQb6t7rMo2OcbY15uJqJy+9ZV82RjouuaXyFRo8Ui8UUp7Bnzx7U63Xs3bs3jZVqtYpyuZx+H41GI/UJxygd4/y70+mg3W6j1Wqh2+1m2q2ucO0zZufq9Tcbj8Vcs+aMcqJshHtnu7FZWYSrZS0cudutzcaY7Y3+mzPqfrRWeaVbkeW4V5fT1q3gvlyvfN3lZNzvBHy/NmZ3QkEpumfVRanfRRdentuQYpxO0dcF0OL5Nes2z6EYz0sRmW5XlqsLTel09ihM6vT7OMWfbdLsVz13FLi5j0YacIEodWSqO1enznM/lslIBuaf0mlJUZBitAqBGgMRHbfcTuGOC3yNQr/Ly3+NubC6aFin00nia54DlcQ823i9R7m8dVyqoMpjOI6Hw2EmgzkuvqblxQcUcTzrGGH/xt+DlhVF4yhia+4uz6ntji+tE8czBVt9qRtX/y4UCmk88nw6flQ45sOSvLzivN+zOnn1gYjZGCzmGmOMMcYYY4wxuxCKfBS/NEOWqPMuijzqeFWRS3NO6XAFsuIVkHV6UvCko5LCGQXCsbExjI+Po9FoJHGT9eNLBbdRIhuwcPq8umLpbKTzVbNLtR0q4Lbb7eQu7na7yeGr0Qqx3fpOkZgCbq1WS+2s1WrJkVksFjE7O5vqRoE2tlnrOBgM0G63MTMzk9qjwptmFedFNPCa5m3TscB68LqrMKhT+6NYSMFRHa3qalWxOgrWvP563uFwiG63m+rA7ziGYm4x26Lb8oTouE9e/+jf0bXLcnVca5s6nU5yylIYp6Obr4mJCdRqNezZsycj5NKdy/2ZrUwhny5ffQjAhx9cPC+v/fpgQ7/T3//U1BTK5TKazSbuv//+3DgWs/ZYzN0AdrLTZyezVnmwS2ErOHQ3KotvJW1cK+eXV8k2xpgz7ETH5Xrl4G+F+/RG/zej79fG7A4oSGo+LaMEAIx0CFKwYjRC3vR0IDulPQpxo9y/KuoSXfiM+aAsm23Ic/5GEVeJrkOKfJyu3u12MwtRsT8ALBDKNPKAwiTrqJm32q8aOcGXLn5Gd+74+Hhy5zLaodvtplgHiqgqGGtfc+o+p9IrWo8oknJbXj/mOZqZx6vjRxeoi+7rWIYK37pwmOYga5tYP41BGNXHWqbul5dHm9feuM8oh24kOnMZHcJzazu4GFmn00G3200OY0ZX1Go1TE5OolarYXx8PD10oKO7VqtlHsZE13vsR417UAe5/pb1QQTrGgXq8fFxTExM4MSJEzh+/LjF3A3CYq4xxhhjjDHGGLOLiWIOgEz2aMxKjaKZToGPQl2cnk04HZwiHvNQVeBlGSpyUiBkWbp4U0SzTvlZXaOaj0vxlcKtirm64JdCMZeiKv/WBah4fnX4RhE7Qocls3I1XkGzgdVtGXNqC4VCcgpTIOx2uwvqEMfBKMepuolVwFSHaaFQQKvVQqlUSv2g5bCOMTqAoqGKudyfi8LNz8+jUqksqHcUeVknZvkWCoUUtcDyIqPiAfIiIHgudYKraEqRFEBmX/1OM4/5mpubS8I8AFSr1eRGHx8fR7VaxfT0dBL6y+VyeqfYCyCNYeYH8yFDzHfWBxAxnmOUq10Fb/5mWWapVMK5556LbreLEydOLPitmLXFYu4qWUoG31YluidW61rZzVm5a5XXtxnOn7XMRlzOCtirrctqoOMHsOvHGLN9HKr8N3gr3K+327097/61kn7cCg7dpeD7tTFmueS5amMuq4pso4RAnVqvLsfoiuS+fPEYZtwy9oH7UrBSMVezalUE0zbExaUovGkMAkVXirnquGUeLMWuTqcD4IxATcGX0+M1M1fLZH9qvVmOZvwSRi3Qhck69Xo9NJtNzM3NJWeuTqFn+/ne7XbRbDbRarVSDARFyDx3Ko+L+cUqhkfxXoVq9vmoOAOOA75r9rEKubz+FF7L5XIaiyrIxnOzT/ni9yoOxxgRvZ6xH7T9On7U0a5Cv+bQxr5hvjCjTXhNTp48iW63i9nZ2YzDvF6vo16vY2JiApOTk6hWq5icnExO3VKplKI46I7V81Pwb7VamTrpeOWYjWMitp+f9YEPrwHHValUwuHDh5MwbTF3fbGYa4wxxhhjjDHG7ELUEZknXKmAxe/iAmF0Pup0dwppOk07Tr+OU9/z3Koq8GlWp7p+82IMSMwljbmsUcRT4Y0iF+tOcVtRZ2mMmiA8b54gqOVoe0ulUopZUKc0xVgV7VRwj25XdWZG92Ue6rhVl26ekzd+FwVftkdhHVXYpquzWCymv/li/i0FWYrw0TmaF3Og9YrjIAr/Gn0Q2xeJUQ+6vzpwVbRXMZfXpNVqpcxjCtf625qYmECj0UCj0UC9Xs8shKfOb4rTPB8FY55LX8zJ1QcBOs7zrpluz3sAkPdvh1l/LOYaY4wxxhhjjDG7EE7nV0FLowUoDlHsiXm2KlSqIKlZqdVqFUB2sTMgK+ZqHqcKxxSwKGyOcvHq+ZQ4JZ75otxfBV3Wj25bCqC6YBSduZwCr7mi6lqm4Kj1iOJ4dOiy3+hCnpycRLFYzCzGxsWx6KzkQl/qOOYx5XI5OT9brVaqyyjRU8lz5Oq+8aX70pGpzmqNY+B1Zl05DtmHuvAZIwMYwdHv91GpVNBoNDJ9zrZrtAXrFBccY/003qNcLi9w0kbHL88Ts5n1GI3c4AMBvf4UcE+cOIFTp04lcRVAWoCPwu3k5CQmJibSb5TvxWIx48zltWYEB13bdOR2Oh0MBoMUrUCnNp3BKm7Hfwu0ndrX2gcq5nJsWtBdfyzmriNbfQreViD20RU3vGyTarJ2rMU02PWexrmW0QrA+k3XXKuFVIwxu4fl/Lu53e7Tq41XMFlWc7/eqLgF36+NMRsJBRh1pqqwxe80r1bFSYqr3K6CTszajeJvFAZVaM1beG2UszSeN35W4Tmv3OicjQtIaXu0DM2CpUh4tr7WyAItLzp9dVq/xiSoUzhGWPBFES9mEceYBRXU9e+ztWGx7/Kcq3lRGIVCIRNLoI7dsbGxFHXR6/WSgEuhXcXgpaIu7VHitNY1EseeRmfoeNH4An0wou5qHYt8UFGr1VAul9MCZyriUujmuz5AYJnxHNHFrY7c2E4dh6xP3uJ9+s7+5zWzO3djsJhrjDHGGGOMMcbsQigQUrSh4KTv0VELnBGwmGGqiyIRFcs0Y1PLBZARTik4RfFKp5Vrpm90u2q5rCeAjOgFIAlVMX91fn4+TUHnomEqmvIY1ov15NR5ioR5uaxEBTR1qtJpSWemCnTtdhuzs7OZ6fmspy4Oxxedx81mE6dOnUKr1cqItSrYqgsz1ksFV+3XmJ0biaKyHqcxC+pMZlQHHxjwndEL7A+KlczRLRaLqFarIyMvdJsKjuz36MAdFdfB7/Ta0smt14nuVNZVx9TMzEz6HkBy4DIjuVgsolarpc96TSnwsr2aTc3FzlqtFk6ePJn+5rgcDAZotVrodruYm5vD7OxsxnGvvweWT6cw+14Faf2tcaE+ts9C7sZgMXcXsxYOn8VcHNttcZS1Zq0WqtksFnPZLKVNZ3P4LDY+luPwWawudgoZs3vYyY7c9WYl9+ud9O+r79cbc7/Oq9NOGkfGbFdUyKK4Rick3Y9EBTHdTicixWCKuCoEjxJ4oiNWRTY9Z3TS8hi+L/U8+jnm76owrDm0Kkhrdq9GLGh5uvDX2dyrWh+Wr8drTIQ6LkfFNERXcBTfNHIg7xpEh27ss+h61uPO1u+jXNvaTuDMAmr9fj+JuQCSm5TfAWfEWIrrox48nC1PVx3Dw+FwgUC9WPtUHNcMYx1DMeuYdWeESBRz+aCADzEYN6KOXHXC04Eds3LVlcvvGSMyatG4OA7z+jX+LhjzEPvFwu76YTHXGGOMMcYYY4zZhdCBSrchV6JXYSbmy+q0a3XKUnwDkHHZajbqYgIPxeBCoYBKpZJEtTx3pZbV6/XQbreTaEkWc5qqWKV5pszFpaCt7k6Kb5oJTLFMBXGd/k5iPbSO+k5XZLFYTGWr25NO4ejopXuzWq2mrNzhcJgcmxTy8tzLUWTV2Ait/yiRNM+By+upwn68/nnjIC44x/3YnypOVioVAKfdrXSPcj8dLzHfWcdTfEDAOqrrNfYDxVh+Zp00x5jOXO3rQqGARqORXMTA6Yzaer2+wO3NBfDUda3jLy6y1m630Ww20xhhffr9fnLhzs3NpTrOzs5mrhHPSVdwvV5HrVbLXDOO9/gQJPYb3caVSgWtVitlApu1xWLuGrIcp89ud63uJrar42c59V2rsb8ZDp37rn0MAGD/uz634ec2xqwd65VhulPu16vtl93gZvb9Ost6OnLjtqWU5/u1MWsPHZ/dbjcJeFxEiUKqCnsq6AILp+Cra1cFLE5rp3iaJ+JFkTY6c7UOPFde3IK2TUVDCnpajgqudE/GXFrWhwKuLhBVKBTQ6XQy59c+0XosxaVIMZJCsV6fuChbrBuPo9inrkxdzEuPXaw+o5ypeQ7VUd/p9YpO4CiuxwgHvuv4Yfv1OAq6mlerAi2vfTynjp88t7eOkVFjVl29KurGrNwY0aDuWi52VygU0u9Dc3L1b4080DZTYKZgrwuxcTtFXD4YoMNZF4FTFzD/1uux2G+XsO/5O2GchFl7LOYaY4wxxhhjjDG7EIpQKvLo4lJRwAXyp9VTiNK4AYpZ3W43TdXOc/VprEAUjKIrUrep+MxcUJ5X4xKU6LRl/SiaqjDLdmteLx3MKuBRNIsREXHaufYft0UXKPNHNSOWrlyNWMhbnIuCYLFYTA5RvseF07ROUdyNLlWtaxTz1N0ax8go16v+PUqAZ9nAGbcuhUngtKO8UCgk12e3201iuI4/HasUGFUwHyVA698qCsfoEB0n9Xo9jSfmJ+ctCMY6UNRlNi2FeMYsaMxBfDgQ+4znyhN46dZVxznLZ/auuoBZD70OOmb4fXzAQKFdoxkmJyfRaDTQarXQbrdh1o5tKebmOSfiE/3t5qrYSewUF9Nas5UcP+rMWc712krOrKX0ox0/xuw+1suhuxNZyf16N9zjfb9eW9a6H32/NmZtoRipYhVFGY0Z4IuCoOZoEjr5GBHAMil2auSCCmZxAbWY00t02j1FNroQNX4g76UiMl+lUimJnPrONsUFoTT+gY5cZpCyvSoOqhM2ip2xfTpFvVqtZsrQqfMalRDbw+PpiORCadr/eUL5KIEwOi7zYhZGiblatyg8R0c3zxmvs55Xs2Z1DHEbr5sKkXod9Zy8rlof3VfrmNdPcZyxPoxLaLfb6TdA8TmeX92vcTE9xmywjSoix4cTrFdcQFAzliku83eiTm6NdNCIh9gPujAd66viMa+bungZD8HvLOauLdtSzDXGGGOMMcYYY8zqoBAVIwJ0ejqdtUA2dxTICqsUd1TIjVO0VbTlufKm6ee5NON+OqU9CoZ50+WjIzI6azWKAUDGkav9FF2/FMb0vIwF0LZqWVHErVarGSFNFzhTEZfXQK8f3cNs23A4RLfbRbPZTFPr6VzNc1XHmIG82IG8Y/NE4LivioFxjI1yBnPcxbJ0PwqLdOYyXmEwGKRroSJzdA3H+sU+0W15Tmp1OPNhBB3V/EyxX+vCsijmUkBVIT4uoKf9rNu1HvFa5B3Luqo7mXWI4jGvA8/Hv9WxTzGYDxoWi6LI+86sjm0p5i7lCb+dussnz704qt/W2vFxxQ0vW9Pytjsb6ajZCu6d5WTv+bdsjNntLOd+bXYO2+1+vRyWM5PGGLO20BmYN/1e3aYUPDVjE8gKb+VyOe1Dd6AKbxSteF7gjMhFoUvPTQEpCoAUlRgLwbrpvtGVSccmc0gpWvV6vbTwGQUyimoUfaOTk0IthS3gTOQD3Y+MrlDhlWJfLJeuzlqtltyZPIcu7han0auQy+zVarWKwWCAZrOJU6dOYWZmBrOzs6lOUbAf5RjWturYoDAa3ana59GlPEr812sV3Z1ROOU4KpVKmYX26JDmYl0cdyqWqntYzxcd4nE86natC6+19l+hUEiOai4qqAvjcUzpuFExN14HtjdmATN+I8+NG8e89ht/SyrixpzcOMZ5PQhFYH2oQXd8s9lM5+a71t9i7tqzLcVcY4wxxhhjjDHGrBx1qqqjlmJsjFJQ0U3zadUhyOnwMV80HsPj4oJqi4mLUQTUcyl6TnXmxsXF4sJlFMFUBKTANaodJIqcmmGq9VKxUKf8VyqVJPhRgOM0+U6nk65NjEnQ4ylQU1CmY1LF1ehAzXPqxn6MjtvYdv2c58SMdWZ/6WcVl2M9Y99TQNT2xvHKa65jLIq6sU56PgrKFEHjmIo5smwTj6G7lmNFM3pVWNWyoxhOMZTjSM+pObWL/QbyXNz6ihnDo8bC2dA2sb1jY2NJeF9puWY0FnONMcYYY4wxxphdSK1Ww+TkZBIO6QAtlUoZ4Vbzaikg6UJHFK3oIo3ije5HIY5OWYqnOq17VL6sunibzWaqr6IiFsuu1Wpp8TJGR3BhMHW4crq8Ti+PucJ5U9ujKN7v9zOLsrEOUWCkU3hiYgK1Wi25oOfm5jA7O4uZmRnMzMwkZybbx7aVSiXU63VMTEygWq1ibm4O7XYbs7OzmJ2dRbPZTM5jFab1XZ2wJC9/mGOBRBe0fpcnPMeX9jH3iVEMCqfyc3xqtASzafv9fmZhMRW8eUyesMjxqQ5h7efFBGk6fGOsRGQ4HKbfFffjgml0iet7fKlYqr83/T1q3dUdz3qzD+iS10gIfcBCMVyvL9EYFZ6Hx9br9XQd6J4fDAaYm5tb0B9mdewYMfds07N0+2qmIq5mittuWDRkqWyFqYKbxVqNxa1E3tiO13itxv9WWpjGGLMz2Un367z77WoW0tpN0+B34v16Keyk8W+MOTvRraeuQ4o56hbNE7tI3nT8+L0KaeqGjWKiTmtneVqOOoG5/6hzqUszHq/7aZ4tp/PnnTO+VCzTflCXqPaJimWsF5257Ht15qp4pv2jQiWPpZCsC2FFsXQUrOtSHLi6X3ThquAe9zlbnEHetdSyKUpTvOTnPCd4HNsU6/Pc0fG8+vAir89GHRc/q8Ca5zbmImnD4TAj6urieXliLo/XzOhRYjw/67jLyxGOdYt9od/njX8lxqloPEMsz6yMHSPmGmOMMcYYY4wxZunkuSUpDtLZSNGGblZO76bTT0VMCqAUF4HsFPO8c+viS1pudEOq85OOXIp5mtGpAjAdmRRLNcdUs3wLhdOZpxT9KEbSYRgFLDoO9ZycVs68VApmzMrlu9ZnfHwctVoNe/bsQa1Ww9zcHDqdDprNZvo7isIqPjMrd3p6Op271Wqh0+mkeqhonSdOqsibJ8zqZ33XuAoti9c9OjijgEtU5MtzwAJZcZUuZZY5Pz+PSqWCwWCAer2OsbGxND6q1WpyZfP66tjU9sTrvJgQPRwOFwirepyKq+pe5TXRF3N/OZZUwM9zOOfVWSMeWK7GbLDe7G91E8drqA8UtI94Ljqku91u+h1wn3a7nXFBA6d//1NTUygWiynLebGHCmZp7Dgxdzc5J9aK5SwWt5ij1k6O1bPVHcvLucbrPR7Wy6F737WPAQDsf9fn1rRcY4xZa/zfPJvHVrxfb9X/DlvK/Xoljm/fr41ZH9Qty+nq0SWoi42peKfik4pmo4Rcfeff0aWr4pUKWDHvlkJWXlkUddkWlkFihmiew5ZwG6fCU9ClmKj1YllcjIvOUM3v5XeMW5ibm0tiXF6ERKwzhW/m7TabzQXO3DxB8mzkuY2Xuu+o40Y5OGP2rP69WPQDxX+K6DpWtUyOY+33mFUbnbhxu9ZLxxyAzJiKY0ad7FFopdjabrczTvMo5uZds9iXujhafAAR99O6q8jPz6xH/C3Efwei81vdxurIHQ6HqFarmYdAFnNXz44Tc40xxhhjjDHGmJVywQUX4M4771yw/eUvfzne9ra34YlPfCI+85nPZL576Utfine+850bVcU1o9VqJaccBRY6GKvVanLEzs/Po1wuJ3dru90GcEZUouioU8LVmUkXKd2MwGkRrNPp5MYhxMXS1EHIbZxer/vREVmtVlEsFlGv1zPinToO1Z1JYZDtUDclv2f7+v0+5ubm0O12M1P56VbkZ2b00hnK9lcqFYyPj6NarWJ6ejrVlc7G2dlZtFqtJOoRjbDgOwVKisnNZjPl5VIYJlEcjJEYeTEF6uZVoVqn6UdRX8/F88XFx/Km7us5tFy9xqxvfLDA93a7jUKhkLKbKSrmnYv1ijEWHId6Lm1vHBMqvMZxy/a0Wi30+/2U80yhnsIufwvD4TA9KCDx3PFBhV67VquFkydPotPpYHZ2Nj0U0IXY6KxVUZfXhuOFQi2/U+cwz9Vut1Nmb6fTyThx+ZCB/cj86Gq1iv3796PX6+HkyZOOXFgFFnN3CYvlvi3F2bMVHShmfVmKw2c5ru6zHbtSVltOrDPLs+PHGLMZLCWndSX37dW6Nreq63Oj2Ip57Rt1TbbK/XoUvl+b9eDv//7vMyLal770JfzQD/0Q/sN/+A9p20te8hK88Y1vTJ8bjcaG1nEtoPjYbDYXuDx1sSgKeowGYNSCCjzqWB0OTy/0RDceBSOKxDoNX6eBA2fEM9YvT+xRQZHilEYnsP6cWq8OwygW8l2nj0fHr74oIDLKgOeisMsIAI2g4MJnFJXZN7VaDePj48lVSyGPQiQdltru6NLUWIx2u41Op5NENjo+IyrQqig4al9ei+g6zesfvT55wrCOvTgWo5irom3cn9eCAirF3F6vl8TdXq+HarU60pXMdmv5KhhHh7i6eaN4rW7xKPwPBgO02+30W6Mjl98xZoEL1fE3peI3hdIojpfL5TR2e71eEvN7vV4qL7qj40MKitfx+rAt3M7fNr/TKA9d6E/jTfgbYN8xbqTdbmNmZsZi7iqwmGuMMcYYY4wxxvwrBw5kHz781//6X3HRRRfhCU94QtrWaDRw8ODBja7amjIcDnH33Xej2+1i7969OHDgQMYBSDGHzk8Kl3TpRtcf9+XnXq+XhCAKljqtXhfriqJO3pR1bo/xASoAao4s4wvU1RvjGVTEpSMyLtzG81LE7Xa76V2dxjw/s4bpzNW4CeC0MDcxMYFKpZLELgrkKo6pYK5QyKtUKqjVasmRqq+ZmRnMzMwkoZDEKe4qmOeJpnrOODU/jzzBNG/fKEyr8BvfWU5cvCw6gWNmrY4LJQrTefuo+1nPqXXjGIzirDp9OaaazWYSdaMrl65duldVNGUddDFCAOmzZk0PBgO0Wq2MI1eFcf7O8q4J28hzUohVV3QUhjUGRB9SlMvlNLbjOfJ+W2ZlbEsxd/ppdwAATn7s4jUpbzluC7ogluNU3clultWsiA0AV9zwsrWszrZjKzl9VuLEXe73W5ntXHdjtiprfb/eSvCettXu8Z5Js3NZzljzPc2YtaPb7eL9738/rr/++owA8gd/8Ad4//vfj4MHD+LpT386Xv/61y/qzqWLjZw6dWpd670U5ufn8Y1vfAPf/OY3cemll2LPnj1JbOU7HaacMs1oAzoCKTpGgY3CJIDMlHUVUKMAFrNqoyDHc6vYyWN1SjhjDPg3BTc9Jrp/dZq7LoDGtrCuzWYT7XY7OXMp3LIsOoLViUtYXq1Ww9TUVNp3OBxibm4OvV4PnU4ns7ibRj9QHKNwVqlUUK/XUSgU0Gq10Gw20/upU6dw4sSJJApSEIxu2RhdoUJtjL/g36PclGcTckeJteoUjsK9lqMLd8XyOX6iW1cfNMQ257m1uY/mKMdIiThu6LrVsUxxng87+E4xt9frodvtJuGdYu78/OmFBvkbYf4s2z0qg1ofSHAcx9/NUlywUcxlP2qEBMcCxWF14tbr9STmajwDr108j1k521LMNcYYY4wxxhhj1puPfvSjOHHiBF74whembc997nNx9OhRHD58GF/84hfxsz/7s7jttttw0003jSznTW96E2688cYNqPHyGQ6HmJmZwT333IPJyck0NV0jAxQVlVQszItIiDmp0ZkbF6yiGEdHKctTITIKslFoUycsy6eYG0VdCrXR0cksVZ5HRS3NE6ZbmdPLKWxpu1XopsuZwhZFPxX51GGaFy+gDl8KvHRicmGt6LJdTFTl36P2j8eNctvG7/KEx7z2xPMuRRQeFTehgm+Mfxh1fgrF0Q27WMyGjil12+rDBXXm6vjjdep0OpnxyHHMhcw0qoPjRUVvHSMcMypgsy3R2c32LSbuqkgencLqaue+HPsUbjX2JArqFnLXhm0t5tLxA6zO9UNX5GpdktExsRPcMTuhDVuZjXbkrsRBttPdPTu9fcZsBdbqfr0cFptJM+q7pfwbud6O3JXeF0bdr9eqnrv938qNul+v5nrt9mtkzHrx7ne/G0996lNx+PDhtO3aa69Nfz/iEY/AoUOH8KQnPQlf+cpXcNFFF+WW89rXvhbXX399+nzq1CkcOXJk/Sq+TO6++24cO3YMR44cwb59+zILK0WhVsVcEp14FJoorKrAoyKTOnTVQTs3N5dx/VE8VcFKnYIqqmocBGMLms1mrqNXxTmigjKFLBVYi8UipqamMD8/n5yI6k5kpAShuDs+Po5arZYE816vh1OnTqV3ujN1Gr7msKrwyDYyRoLO71arlRal0nxVjQnIc8BGcS4Kb+qSjeXpVH6+q+Cq51MHNY+PTmAVLmN98mIC1D1eqVTSKy8iQa+zZkKrgKr1i8Kwire8doxHiE5g3cb8WsZzMA6D44/nZBu0baw3Yxn4t7p31TmroqvGiOhDhTgW9PryOhWLxfSQIO+3r+/sSwrX6gRnXTTf2lm5q2dbi7nGGGOMMcYYY8x6cOedd+Lmm29e1HELAFdeeSUA4I477hgp5larVVSr1TWv41pBcTOKlzHjUoU7FXMi6hzME/XifjplXfND4xRzddHyvPyesQYUldievDzTvExarZsuvgVkF/tim9SBq9Px1cWp4iBFWDoYKc6xjrromV4POqTP5rSNkRNxnyjk5sUVRPdlvG7a/nh8nmN2VF3jOdaCKFbmRSOM+rxY/bmvOrR18S8+gNC+B5Bxguu+vKY6tvggIK9fNToiz/1aKBTSAnAqzEeRPPZNjJvQ66rjVn/feY5nddazHqPyeZ2Zu3ZYzDXGGGOMMcYYYwLvec97cO655+KHf/iHF93vC1/4AgDg0KFDG1Cr9YVu1ijYqDikQm+tVstEJABnXIkq8tAhyLxdikkUwLi4GBdk44JRXEipXq9jfHw8I0zRfVmtVlN5PM/c3Bz6/T5mZ2cz4qjWRQVThaIa20C3JEW4QuHM4mac1q/O4CgWVqvVlG9br9dTrEW73cbx48eTc1ijI5ilGjNHo0BHgY/tb7fbKas4ulFVyGYb8gRf/TtuUygM0tUaRfEoCOaVlecW1jGTV45+p8K+iuu8JrxOijq6dZzHRcBU7KQQ2263ceLECXS7XZw8eTLjzNV2cFxxMbJOp5NxhesDiImJiTTGo/OZAq0KyZrF22w2U70oGOsDGf5OtL2afa311Qcken3r9XrmOrB/1BXcbrcxNjaWFj1st9tpMUBm78ZyzeqwmLtCljINbrF9NnrhlLWaHricRbK2wqJeu521XixlNdfU0z+NMZtJ3r+Hy4lVWM4xW4HF6hn/Pfb9evPx/dqYrcf8/Dze85734AUveEFmVfavfOUr+MAHPoCnPe1pOOecc/DFL34Rr371q/H4xz8el19++SbWeG2IGZwxBzdmisYsTyAr+qgASEGHIpM6YymWNZvNFBdAsZXiKkVgipCc3k0RVQXa6HTVTFwVkfU7dUJqVADPlbeAGIlT8rXdmuVKcY75uHzFqAd1SatIqvvkRSbEqf5RPI0LfUVRLTpn4/F5zloV+WNZee7Qxdy58Tuta97+kVEu6djWKEzHMmJ7VfhnLjEXPeP14/66CBrHMRcl09+PZiiXSqX0UEK/V7Fbx6tm7ep5eR3UVR/f+XvR30OeiKv9Ga9BHKtaBzpz9cGBWXss5hpjjDHGGGOMMcLNN9+Mb3zjG3jRi16U2V6pVHDzzTfjLW95C+bm5nDkyBE861nPwute97pNqunaos5ciqf6HUUxCtzlcjlN+VZRqNVqodVqATjjCKXA1Ov1kuDT6/XQarVw8uRJzM7O4s4778wsDMV82W63CwCo1Wqo1WooFotoNBoZobTdbmNubi65JTWPlCJajDLQmAW2iW2ks5NT4Bn/MD8/nxFneYw6Vfk+NjaGSqWCarWahG/GSTB7Neb4MjN4dnY29T2zeCkEj42NodPpJBGwUqkkh2S73c6NSVARWgVPvb66f57YGxdWyxOYSRS7lTzRNgqso47R+ulDBV0EjSI/xzC/o+MaQEZcVyFU4djtdDppfM3OzqLb7Sb3N/OYeS013oOuXZbLjGWOY/7N66htjs5hfdDChdX422i1Wmg0Guj1esmZHcsBsKAvWG50zkYxnNt1jOiib4wy0Uxfhb8jCuCLielmaewYMXct3aDqSDhbeYu5F+Kx22UxsZXW006O7cNyrtVaObZiOevtLFoMj1Vjdg90PK72fr0VHblrVU/PqNm67Nb7te/TZitw1VVX5QoOR44cwWc+85lNqNHGQKGIU+djH9Apq8IZGQ6H6TPFVxX71F0Yj5ufn8fMzEyawt7tdjPTucvlMnq9XnLlqmDHsuhYpPDGsuN5VMyNYmSemKaiJ8UrdTYCSAuuabuic5hl6DR5dQZr/AMdoCyHfc/MVBXQ2Cc6FT9etyjQxun83OdsLsrobo1O27z989zKWsbZyIuC0ONibrEKuipMxsXQ8lzFukAbt1O45Ivjk59jHq4+MOA45rXj2K1UKhkRl7EQMV82jj+2XaML+PBAH5TE4+N117Gt7dQc6rgPYV/xgQvHcrfbTbEmedeI7nkvfrY27Bgx1xhjjDHGGGOMMStndnYWd9xxB6anp/Fd3/VdqFQquQ5JFSGBhQsbMSNWhULdh4IoRbBOp4PZ2Vm0Wq0kjgGnHX3D4RDj4+OZrFeKzXT2DgaDdDxFUp1GrgJUjFWgWKaZpWwTYxc0L1cXj9JcXbZTXaMqMBIVkikKsy4qjumiUuwPisPz8/Mpf5cOUIrdzEjVDOO4gBq/j/mleVEZiu4bF7iKoi3/zot24Hk1FkK/j0Kr9qvuqw5cCqR80bGsMSmxbjGqQNum11PjQPjib4DtYSayPjDQhxqFQgHj4+OpXnSYU+zXhyRRxGWddOyqO57xI4PBAI1GI3PNYkyCnkMfhOg+MX9Y+yf+tuhK7na7ySk8MzODfr+f2qTXzIugrQ07Rszd/67PAQBOPvPiFZexHFfBah0DW9Hhs9bY6bN0Ntq1vRWuyWbWIe/cdgEZszFMP+0OAMDJj638fr0clvPb3i6O3JWw0n/jdkr714q1vl+frX936/3a92ljNo+5uTnMzc1h3759uPjiixe4NwEkUVOFMLoDSZwSroKSuiALhUJa7KvZbCZRku5SCpdcpIwili7gNDc3l6a9M2JAhdYo6mqOJ8WlUqmUxDUVzNgWlhX7QkVWzTaNYq7mn0YRXIVeOhxZLoUyCp9cKIsiGvfhdH4Km8BCsTXCukSBLU7rX8xRG0VxHp+XORujKFh33Vf7SvdRQVfro0Iu4ywo5GpMRhSZdYyerX16XTVrOT7IqFaraRzwe408oODLhxFsHwVPjeWIGct8sS84Zvg7pNs3L+JAiW7fvLERx626d7VPeN35QIZibqfTSQ7lvL5dbEyapbNjxFxjjDHGGGOMMcasnk6ngzvvvBMPPPAADh8+jImJiSTi6AJHFJU0l5Ofy+Vy2i+KfcCZPFK6+lSwHSX4qNBI0TMKwJo/y4WnVLhSIUtFtBiFQDSjVEVZIH/hN27Pq3cU0VhfzSPNa7NGNkQhGkASz9T1q3VaLA5Bxce8WAr2GbdFd2yec3uxc1GIVmE/b38KzdoO1oVO1kqlkhFzuY2Cf7xWi10jJUZPxL6I42Y4HCbhmHUHzjjLCfeJGb8UY/m7UWesXh8+bOA11jaxP0dFpMRrpUJtvIaxfnrtYjwJxyEznQuFAhqNxoKHEqyr/s7MytlxYu56O35W4gqgi2Mnulvsklg+W8Fls1YsxaG03uN+OS6pxerC6+IxbczGsNEO3eWwVe7XnuGyueyEfl+re+RaslIHvO/Txmwsc3Nz+Md//EfU63U87nGPQ6PRSK7AvFxNClsqIHE782vVgQogibitVistXMbjFnPuUdDiMa1WKwmZKuR2u12cOnUKAFI+qQpxFPwqlUpyRALZaeR0YTL6gFml6pZU4VQdrUSF4yhk6bEa36CuT77YBp6D7WBuqy4uFcvV80XXsbqoY9TAKEE1Rivwby0vfscyAWTEyLMJv/Hc7EdGFVSrVdTrddRqNTQajbSwGMemjtko6MY+0UXqtE0xGkOJmbR5DnXtY+DMb4fic7FYRL1ez4i6eWXwmnAhPj4E4LjUfaI7muNI3en6W1Y4TsvlMqrVama8aw6wisx6XTRPmA9VOp1OKjM6+c3y2XFirjHGGGOMMcYYY1YH81uZEUqRVEWvuDAT/1boXOR2CkBxwSjNTiV5070pWGl2aZ6rVOunTk1dPC2WHduv0+ujQBbbHCMLRrmRo1gcy4nOWp2GH1/FYjEJzezDvAXQtE/yBNI8MTJeZwqji4mveeQJnPrdUuupwqP2gbpdKSqOcpxSnI0ic6xfnlNandXcT13fi7mUdd/YBo1d4PZRgnCsS17d2Vex/upU1pgGjb8gccypeMvfXp64z7+LxWL6t4Iv3ca4kGKxmHKszfLYsWJufGq/WnfFdncBaP1X0hcrcWssdp6t4noyy2MlWYGjjllsDKxXhvBSXPLR+XPftY9J3zGb2xizdVnN/Xor3Ju2+39vmK3Bet+v1/o+vRaz2Hy/Nmb96PV6Kcqg2+1mhCgAGQckUdFPc2/n5+eTk7bdbidHabfbTaIpcEa4ozNQp7BTxFU3qjoHVdCk61YXm9Lp4yrERWGWYjZFZ3Wval7w2NhYcgKzfIpXeh51+apIrvXudrsp/5Z9x7bX63WUSqW0iFaj0UCj0UgOyHa7jdnZWTSbzUx8Qd5iXirgjRI/8wRD9sNiEQV5jlB1vHKsqPiZJ/bHafl8r1arKRu30Wikz4xc4IJgKgJrW6KbVOsdncUU1nXMVCqVFKswShjXvo+O3EKhkOrK60rhlN/RpR3HHOG51enM8RWjHvQhRnxoob9R3SeOj7wxT4dunhDLNnB885pwDNVqNRw8eBDdbhf33HMPWq3WyPFk8tmxYq4xxhhjjDHGGGNWBx2fmstKYo4oiS5Cna7OciiUqrs2HqMCE18qXOlxcbEzABnxVjNnuZ3n0jrHKe0UWuN3MUog1l3LZv207tqG6P5VkTDPiUoXJ8tV97RmmcZ6af2WIubGvNTlTo3XdiwmAOeJuvys9VX3Kv+O7Ri1sNeoesXto66njiONn8iDztgYL6GxJMzHjZnNGoegZWmMCaNG9HfFsvOczFr/+HtkfXi9o0s77jtKzB8Vm8E+jVnVXKiP2do6ds3ZsZhrjDHGGGOMMcaYBQyHQ7TbbczMzKDdbqPb7aJQKCQHJB2OdN5FIU1FUTpmW60W2u12Kg84I3Zpbu3Y2BjGx8fRaDRQr9fTd61WKwnAeg4KztxGF2exWESj0UhCqLoeNeYgum7zohUoOnU6HczPz2N8fDwjyJVKJVSr1cziXGwPHb5sO93Fg8EgOZ/n5uZS2exbZsDyXHv27Em5qp1OB3Nzczhx4gROnTqFTqeTFp1ScT0KhSrgVqvV5JZlv1Ow1DEQp82PEvaiOK5xEuoujQJvXjkqfDIflxm5zMzV7NxKpZL6X4XUmOes54yCu7aBf/N6RtctcMbVulhkhAqzKmzqb0djP6KIyvHMdjC6RMX/6OBl21iuOpZZNuMSooirZelDmMFgkJz1+tvW32C/30/Ocz60iU5p4PRDorGxMRw8eBDz8/O49957U8a1OTu7RsxdaczAWkx33Mxpm8up/3pPbVc8jXRjGDVtcb2u9XLYjDqs9rfIKZyevmnM2rHY/WCj79ebSV79l9P+Uf++LaVfFjvPdu/XtWKj43+2wn2abERd1vq/lX2/NmbtGA6HyUHb7XbR6XSSK5BikLon1QWoYlTM26SwydiGKPRo1m2lUsk4aSmoxliEvOxcimUxl5ROWDp9WU50/EYxN36fF6eQl92qghhdtJpDHB3KGkNAEbpcLqNSqSTxkn3BmAVdBC6KiyogUrxlP3O6P+ujERq6WBbL0TKjizhv/PA97rtUp6+6crUveC31pW7dWKfFnMF5dWb/UAymgBpzjjVaY9Q5o5ir/a/Cbl60RewH7VO9Bvxd6sMKxjbwAYyeg/sCyPwGGS+hv/H4QEYzc7UvooDPdmv8g7aLESgAcPz48SVdH3OaXSPmGmOMMcYYY4wxZukMBgN861vfwn333YfJyUlMTExkckQpINIRGx146uijYDk7O5ucqXkxDWNjY0nAnZycxOTkZMpGZeYuHYIxmiDGEnCRpWq1mslM1VzdKABTYI3OXBXaqtUqACwQFiuVCsbHx1MWKoUx1pev2dnZJGpT4NZsUYp7tVoN09PTqdxKpYKJiQlUKhU0m03Mzc0lN2+/309ZpVy0CsgKbHlREypGqmBKNzFFPxUiVYyNrtd4XnWx5gmehNviA4FarYZSqYRarYZarYZ6vZ6cuY1GI/Mes3NjVATPoyIo20HBMtaJDwQAZB4q8DjNg82LlYixHBxjUVymCK8CaHxAEceqjml+juNVx77Wgdc7iuoUrPnggQ9e6CJnvjXPw/HNBwsc6zyWTnH+ntQxrW1ZboTHbmfHirl8Eq+LIZD1dpmsdrG1tWQpdVnMcbEcp0Q8Vyx3Kywss5nkXYuNct5sJYfPRrKSMWcXmjEby2L3a7Jev8utdL9eDqtdLGq7tnuj2Iz+8X367Pj+bMzmMD8/j/vvvx8AcP7552N8fDxtV/GLgk10hKogSMGRkQI65Z7H8p1xBfV6PU2hL5VKmcXDWC7PQzSLVN9j3q46ThV1+kaBT524dD2qG5QLtvGcAJL41el00kJlFKIphlOko1hIQbJer2NiYgLlchmTk5NJ4C2VSpiZmUGz2UxxFRRrdcGxGHNBoZt1j9EYw+EwCaG8dnpdR8UJRPEyb7te47zv4nnYp+xLLnqmC57Fd7pP1V2sDnGOjxgFoX0FZB3imvEaY0RUzB2VF6tuXoXOcN0vvuLYG9WXvN4sS/uPkRx0Xms/5wnvwJlFBlXE5e9XnfFsG1/621QHOvtS3cDatrgwmzk7O1bMNcYYY4wxxhhjzNowMzMDAJiYmMCePXvSavXqJowClE7TpoCrohJwxpGoYhiFORXlKBI1m030+300m03Mz89n3KgUcilgUdxUt6FO/1bhjMIqIwu0PhSiokOzWq2m8/FvOnJ5TrqQmZWrZUfhjaKWxilMTk6iXC5jYmJiwcJnFATr9XpGVGT/0n1MIU5Fs7wFp1QsZL6vZt4CCzNxuS3myY6KOohiKPtXhVy9nhSv2ccUdSuVSnLoalZuXOQrz80aRWm9ztoejbpQh3I8ZpSrVCNI9Bh1p+ZdjyjmxhiSKL6q6BxF9+j0jddJz8ffKnOt4xjI+x2rwMvvON4o7mq0Q3xAEuNMzNLY8WLuUhw/G8VKc3s3mtW4cYGluUvicTvZbXE2x7JZG1bqUNvJY8+Y7UTe/Xo3/T5XO5NmNeUu5fjdcC18v15f7MI1Zvtz8uRJnDx5EocOHcK5556bYhYUjS6IiyipkBoX0+L+dI8yGoGCLsvudDpoNptJ1FXxl27emKcKIImbFJcUikt0t3KBJwqsFOToaNWp6xSSKTI2Gg00Gg0Mh8MkNtM5SxetZuMCp4U6LtRGZymFXMYsUMwdGxtLTkkKaYVCAfV6HcPhML2zz7mYWrFYRLPZzAiPOv0dOCMIqsuy1WotEBWjCzUKjXGRsyiaxqn+KmYDZ5yztVotswAcF8Jj1AKjJ3RxOM2FZflRsFZBltc/1iuKoqyj9kV8HyXaarl57l39TURXbhTMoxDNffShhy7IpvERMU9Zx4n+BgaDAebm5tBsNtMYYJ/wd8yHE3Tg8rfDByIc4/xes6r5bwTFcT6QsJi7PHa8mGuMMcYYY4wxxpi1od1u4/77708i2iiHowo0KlhFcS0PilYUhigixaxdimwUs+iYzRMWVSBjvTSCQBcno9Ckzkw9n2bNas6sOmO5aByjIVScYxk6hZ9iNPNhGR3AfSmy0jms9SyXy0nUozjGtvV6vUyObp4zMi+/lW7LvJzTGE+Q54LV95iVq23XPtQ+plBOl7Zm4apzWxdAO1sEhIq4i+W15tU99tVi45iLkcV2R7FXRdy4qF+eYJ7Xn9qPee2L70R/j7yuHP8UYblIIdukD2UYG8JxTqEWOPNQh2NIc5Bj3IJZGbtGzNXVbDfapUt3wVZz465Fpu1SXCtLKXcnOn+22vXeqSxlfO2kcWXMTmcz79fbhdVm0K8kc3cnz6jx/Xp9sSPXmJ3HiRMnMDMzg8nJSRw9ehSVSiUJWxTXOC1eIwWiCLsYFKkoROoUbzpyh8NhEjI1S5WoOEaxKroUKVpyYTZ1DkZ3rwpnKjTSPcqoAwrDs7Oz6Ha7mJubS8IYBT7GNVDcojN3YmIiZQXX6/WMKN5utzEYDHDq1Cl0Oh20Wq0kijHagcIlM3l5DrafAlyegBsdm3RCswy6dqPrVPsXwIJt6iilqKeCOB3JtVotHc8+LRaLGB8fR6lUwsTERHLm6sJnFMHV3av10Ot2tniFvHECnBHfo4NWy+d+GimgLnAVaNnHHCvq+CWa36sisLp9eT6Nl4h9kJe7qw8ceK0ZMcJoEDrU2+12ZhxRzJ2ZmUmL73EsxnGl/y7w+moe8VKEcZPPrhFzjTHGGGOMMcYYszoozHa73bRqPcUkna6uizJRuGNua3Q85om7FJwoglL80vxairmaOcvjWAY/q9ikjl8V7mL8QxT/osOQi42p0zbmicaYAnWn6oJnFDCZB0snbRTa6PZVsVYjCrSPYpZqXv+oEAkg01fah3nXJy/OIF7L6B6l+KiOXLaXcJsuZkf3Mx8WREduvF559WC9tV0qYo+C/RWF3Lw+AbLi9lKJkQy8hnnjMV5X7efY9lHuXh376pzneFMxW53D3IfucLp3R7U3XgeN6XC0wsrZlWLueufoRlfBVnd8rLUjd7WOoe3OqOvt7L21YbePL2N2E75fn2YlTtp4rDnNemUTm4XYkWvMzqfVauHOO+9EpVLBwYMHM85KRgRQgKPDttPpYGZmJk3dBrKLTvFvdeRGUVjzcYvFIhqNRpp+z0XZYnZvjHmIUQPqgiyXyynHNuaPsn4qwnLxLTqUmSXKRaA0qkCjALhYWqlUwtTUFCqVCqanp1Gr1dIxzWYT999/f3LJMoeUIhjrRyFUxT22hX3Cumud6IKlEB/7Iy/rVcU4PbdmyKpYR9FWRVy6bXW7irZ6ffk+Pj6Oer2esol1HxXz1fnL658nZGr98qC4qnmy2ifR6auCZ4xwiOdXsXexvNizibhaB/0d5RGjHSjEDgYDNJvNFJ0wHA5TBq7Wi+NGF/RjhvXs7GxmfPPFz3x4UigUkmOfY5C/N7M8dqWYa4wxxhhjjDHGmJVD4ZJuUYp6g8EAtVotiTeMFNDj1HEYp1jT3Uo3pAqL0bEZXbFavroK84TcvKndrFOeiKsOVnXlqogIZMXSvEWsgDNuWorQFIOZB6vT3ykKU2CjYBhzUmN9VajU+ul1oJjLzyqca31VeNSp+hptoOdUIV0dtNw/Crf6vS4Gp25c/RyPy7tW6rZVx+vZHMdsdxR98zJwIyr+LuYSzuvjvM95rtwolC7mcM9rX/wN8LcWs3v1mus2dbXrsXkPPSL8zUTHulk+FnONMcYYY4wxxhizIvr9Po4dO5YRlyi4afQBYwI0OzZC5x4X9KJrjwISXbkUXPk33YRRbOJnCqFRPIpinzpyo0CsGa+sB3Ny2Q/M9OXUcwpdKu5R0KpWq5icnEzvjFVotVpoNpuYm5vD3NwcTp06tWDBsjxUiGP9uRBXzFHVqAXNNY3Xgv0b4yWIZqGOEuZUfGT/0VlL57DuQ/G2Xq+n91KphEajgVqtlsRvFdNZTszNjdEF2v68vNbYtzHCQK9hFMjz4jqi0K2iaXQ26/liHaIonyfO59Vf26kCanTm6oMHjWXQF8uLx/F3kXfN+R0fWqgznfVhu8zy2NViri6yslw45XM7L9SyFeMVtutCaHnTNj1Nc/PZbuPIGJPPau7XeWyX+/V6xSvshvv1ciIzfL82xpjVMRwOMTc3t2blVatVdLtdVKvVJPBRHKVrlyKjilrReauCpS6+BmCBQBWzY1Wcis5azXqlUKUZub1eLwnWKpCpMMgy6vV6imoolUrodrtpCnuz2USz2cwsQDVK9NI60h0bxeNRxyyWX6oCqzqB1cHcaDQALBRz47R/zTemKMvPPDf7niJxFHMp9FPk1/bp+2JtikKuusPVzZvXF3kCZ17Z0cWrERQq5uY5q+P1ibEK7Et1D+fVPV7fPCeujtFRLnJ9oKH7xQXi8uIlNMs5Cr7RmeuoheWxq8VcY4wxxhhjjDHGbB36/T7uvfdenDx5Evv378f4+HgSwPr9flp0jZEEjF3IE6ai25DkTbVXFyrLA86IZBoBQMFxfn4+Cc1cmIwLQ6kLk+Uw57XRaKDRaKTsWLZ7dnYWrVYLc3NzaLVa6HQ6mZxeitksL09EA84IqSpqU2Dmd5VKJe1LIVQdz1F81c/qiGU5MYpBs3h5Xr7orOW103qzLvV6HWNjY6jVaqnfdAE0tkvLZj30+sfrrNdU6x3HRxRT+bf2fRxPOlZGXRe6zjXKI5at9RyFnlPRxe3iAmaaHR3HJuMURvUFxxDzoPngIS6Yp8epYMzfCx25/ByFYbM0LOaukDyX0KiFWuha2aoLq6yG7bIY1Xr3vV0968tGjrOt7jYzxqye7XK/Xst/+3y/Po3v11sL32uNMXkMBgPcd999SfSrVqsZ0Yc5vRR1KZ4R3VeFrVHil7pC1d1JYY4uS81rpVOVAnOn00kLQ3EKehS5KELWajWMj48nQXdsbCwJY7Ozs5iZmUnlqUCq2bYaC8E+4376zvbRNcwM2zyXr06Xp+hIVyxFZ82vVWFV+5F1pdBLAY/faXwDHcmxzhRxGWkRM3eLxWISF9W1qo5cHQe6yFjMzo0xFPod94/9pe5cvRZjY2Opjzk2dOzlicKRGO2QFwkRF6gjOuajkB3F3FGREnpu7Q8en/fAIi++hA8e1PGuD1x43SzirgyLucYYY4wxxhhjjNlSDIdDzMzMZEQpdY4eP348LYg2NjaGyclJjI+PA8gXuVS0i4s00WkZs1B1O8XU4XCIXq+XEdoobuU5gVXMogjKmAHWiy7cVquFdrudygOQWx/dnif4UsSkk1JjH2JMgDpyKc6ynuPj4yiXy5iYmEjirEZMxLgKLY8irAri6trVrNtYDl27Kvyq85Zi5Cjnap6Aqt8RdTCfjSj6ni3fdlQuNPcb9VAhz+GaF5+Qd4yKufFYfR8VraCibXTxqgOdi/LpmI99otdHXdnczrGhObpm6VjMXQdGZvu9a+GmUbl9W8UVRKKTZb0cPqt1aMR+W0q97dLZedjpY4xZCqu5X2+1+zTZrvdrspScYN+3ty7bxQFujNkeDIdD3Hfffbj//vtzv1cBaGxsDBdeeCEe9KAHJYepOk1VbNKcVRU2NRdWhUeNHQCQcbnqNHIKjKPELS7cRWcuXZz9fh8nT55Eu93GyZMn0Wq1Ujmxjnn11v6gQMz6MXuX4huATJ9QdNUc4FqtlvJpp6enUalUMDU1lepPkVYX9VLRkPWL+bUUs/mdvqsLVYXfUeT1cZ5omfc9hdsohscMV+1X9lW8JkSFyzgutdzoutXj9RXLyYuCyDuOAuuoflHHeszv1eM5fvh3r9dDp9PJPHDgQwIeG6+j9h/HLesGnHHq6uJ6ZulYzDXGGGOMMcYYY8yWIy93NI/BYIC5uTkcP348k6MbF0rTGAWNJIjuUGC0u1cFW4phdC+yznllUAytVquZnFx1PI7KH12sXrrIFP9WEU5FXHX5UoDT6IhyuYxGo4GJiQlUq1VMTU2hUqkkZy6jDyjA0f2r7Y7u2zwxd9SCXjotX12d7P+8/o3iYdxH96XrN17XeFyekBrrNeoa5Y3ZvDrG8qOYy+uTV17si7yHCDE3OZ4zvmIsA8Xefr+fhFuOqzhO81zG+gBC66y/s7gAnFk6FnM3mbPl9gGb6/7ZKPfLahw+n7/hHUve124eczbs6jXG5BHv13n/Vmyl+/VWcOQu1h9nux/7fr29WM54833WGLNe3HPPPbjvvvswOTmJffv2JdGIi2kx+7VSqSQBMzpdI1xoq9vtZhZvIppPSiGSApzGIYyNjWFiYgJ79uxBvV5Ho9FAp9PBiRMn0O12MTs7m3E75onNKsQCWcGO7lpmydI9OTc3h06ng0KhkHJvuWAZ60rhu1arJTfuOeecg2q1iunp6eTWLRQKaeEy4EzcRKfTWRBdkOccpvtXxdw8kTE6femYjovKxT6JwiLFQ53GHwVXHpMnxCvqztW6xn0ocKvDWPeNDvHFxFS+NFKCbu64eJnWRV3PAJLLNrpfKcRrDi/7V924c3Nz6Ha7aSxx8TMKunou1l9/A1zojOOEvyn2DceunbnLw2KuMcYYY4wxxhhjtjV0DZbLZbTb7YwzkHEJjAkgKnDlibkqtOlCXnEfXYyLwhbLo0NVF1CLkQ3qduSxsf55C5blCb2sj9ZV4yKq1WqmbAq0jFaYmJhIztxGo5FZhIx1j0JozEfN68u8iIgYK5AngOr+sdy8qINRgqyK0HoMy1ns+CjkxmNjfc4mCo/aJzpzR/2t+cexjnn1zIta0HctUx25FHU1EzqK7Ytdk1iPUQu3LXacycdi7hZhZG4fgPtw2gW0FfL5NioLbSlttWtn57OU8bbWDh+OPTuHjDF5LHa/PvnMi9flnPz3aCv8d8BinC0H1+w87Mg1xmxFWq0W7r333vSZzsFisYiLL74YjUZjwXf6mWJkXqxChE7G2dlZzM7OolKpYHx8PCOA6iJi/LtcLufmjwJIomme+AqcmTbP2AbWeTAYoN1uJ/dkp9NJYi1flUoFjUYDY2NjqNVqKJVKaDQaabEz5vlOT09nYhF4jih8a7RDFJvzIiNGCZl5gm102I6KUogisB6jUEiOObF5ZebVkwugxbLp6tUs4lhnFcDz3L0U4LVsHXsqug6Hw0wurrqBtT9ZH30QoYviUajVBc/a7Tb6/T5arVZ6zc7OotfrYW5uLrMwWt71Wkx4Zz9o37Beef1qFsdirjHGGGOMMcYYY3YEml+rFItFdDqdzBR1YGEWKomORW7TfTVTtN1uA0CKJOCL0QZ05WrerC42pcIfxVPN941OVoq+PIblRcGNjmAKuoycoOtWHbmMgJiYmBjpWtb+UuFSxVwVHqPbNU8UP5src5TTNe/7GPnA8kc5sPPaxnKik1bbG8+/mBCsZY9y5Oo40zLznLTcV8fSKDE0jmMV2flbYNwCxzJfvV4vCbwcW4tdiyjsLoVRYr1ZHIu5xhhjjDHGGGOM2dHMz8/jrrvuwokTJ/DgBz8YR48eBYCUvxoFKHWGUsxqt9vJGUkRjIJuFBGZQcvIgnK5jOHwdP5us9nE3NxcZvo6sDCSIbpTuU+hUECtVkOj0chk4544cSKJbuq+nZycTM7bPXv2pBxczROu1+upnhSJtS/yIghY1+i2jK7Xs8UPRAcqy+Z3FB4pJmp/aLyDbteF2LTuPI+K5OqczStfxdJRTmStK//u9/upDjwH65AXbxC3x36hI5f9wM95cQzdbndB36vATpduv9/H3Nxceu92u8kx3ul00G63M3nRrEvMRtbfT7zOXFhvMBik/GmOG2flrgyLudsATulczfTNxaa2xWmRGzkdcilT7jw9c2exVlEd6z1d03ELxpjlMv20OwAAJz+2/Pv1Sv6t2cz7dV6kgu/X25OtsFieMcZsBMPhEA888AAeeOAB7NmzZ8H30VmqcEp6u93GYDBIDl8KsXEBp7GxsRSnoG5YAGlhqU6nk8RgCmTMpKWDV+uijlzGONRqtVRWq9VCs9lMohsjFhidMDU1hUajkcTcarWKYrGIarWaPpfL5VQ+hbuYcauoUElhcZSYu5jzUoXGKOZGF2ksn2KsCsF50RB5Ym7M7s0TiXlsjHKI+41y8WrkQdw3T7RlHXRcRME3T9QmKqznZS3rddBxrYuctdvt5Mil+DrquuadI56H44xuX40zOdvYMPlYzDXGGGOMMcYYY8yuJM9VyGxVOhKZM9pqtTJuyEqlksQ6ul3pxB0fH0elUkkiKUWzdruNZrOZBLTBYJAEUc2gHQwGmUxfCpN0zs7PzydX7okTJ1LUw3A4TELt5OQkJiYmMDU1henp6VQvXcyMwrEuUKb9EvtKRdFRfanCbN6CaFEUjCIonaPsh8XcvlondelGV3OMqYj1X0xQZD+paJnX/lHu4Cg4a04tIw5GOWC1vr1eLznCtb90nxgxUiqVMrm6XNCs2+1idnY2ibgc3/yODxqiQK7XSMmLstDsZ3VCa3+Mijkxi2Mxd4eT54pYyQIla+3aGOXWYN3s7tnabNRCeMTuHmPMbmYpM2g2yl25mbN5zPLZqPu179PGmO1GniionymmqZDbbrcxOzuL4fD04mNjY2MpC5eLi1WrVUxMTCRRl+7ZUqmUFpOam5vDzMxMmnIOYIGYS1GOAhi/oyO3VCql6IeZmRk88MAD6Pf76HQ6KJVKmJqaQq1Ww759+zA5OYk9e/Zgz5496XgV3jTagcIx+2CxPGF17bKcxfJio8jL/fJEVBVEdcGyWF68nnlCdDynip15omQe0Xkd+0IfAGh9YtQDhWm6unUxMrq+VURVd61GFNARHvOceTz7QAV6iseM+eBCZ/1+H7Ozs5k6RCeujpd4/bTPo1jLsVoul1GpVDJ9r/1pIXf5WMw1xhhjjDHGGGPMrkGn4I8S9KJYxgxaAMkdS6G2Uqkk4ZYLijGygMJcu91OWaR0WGr+qoqPek510Gr0AMVc5rJSjC2Xy5icnESj0UjO3FqtlolQUDeyOiYjeUJrXpwAkBVJRy16lhensNi+eg3yBNVYvyiq5pWv13fUomjRYZtHbEdeOYTCvLaH2cZRzKVgGx2weWKuCq+ao6vCqtZBYxUYoaACcszuHdXPo9rKMaVOXPaxxn8ASOesVqsjz2FGYzF3hzPKhatspCM3YofP9mIl48FuHWOMOTurvV+vFyuZzWM2n+Xcr32fNsbsRqI4GoUrConqkiyXy9izZ08SdSmcMvqgUqmgXq9j7969SegtFApJvD158mRaoKzT6aBYLCZxWEVahfuoo5aLVs3OzqbYBgq59XodtVoN559/PsbHx7Fnz54kLqsjNzpq8xbpotOT9ctbTEz7SheBy3PG6t8qVEaHbcyRpfDNbF91+Y7K6WWswGKZrtrfdCQTtjXm0kahWbexj6JLGDgjpGp0B8dBs9lEt9vFzMxMRmDVsimwxiiGTqeTKY/1YowGAHQ6nYz4qwv28Z0v1k/rr071UY5rhb8tPuSgiM26s6/n5uYy/W8xd3lYzDXGGGOMMcYYY8yuIU+EiqjzkcIjxUR1uVK84oJnlUolI3rSDalT4wkFwJhz+v+z9+5Btt31defq8z79vC9dXW5ARjwcwMHiZcsaXBMYNBayJw5BeeBgh9guK+MSthFTDmHKxAanRtjkYeN4YJKaiZkqM2SYGuyYYBMN2MIZCwFSKdiYKMY8DXpf3e4+fd6nz/yhWb9e+9u/07e7bz9Od69P1anTffbev9fefbe0ztrrGx9XV4cjxTi+AKR+5+bm0Gg0kqjLx9w5nijkxt9zYl1OdOW+Mdt1UjRDzkEbmRS5EAVSzVudRHTL5vaNzuCdPuq/nSiKScRoBI1e0OskCq39fr9wDK8rvRYAJOEYQBKH1Xkbc3njekyaT+5cxP10rel+jgXcJl07ZvtYzD3BTHLVHETunh25x5Pj5O45TnMxxhxPDjq/HPD9+rjge5wx5qSjomBOkJqZmUnOSQptlUoF9Xo9ZYGqmDs7O4tms5miDRirMBgMsLq6mhy0Kr7SvQggPT7P9ijOVqvV5PBlZIM6cvv9PhqNBs6dO4dms4lz586hXq/j3LlzhagHdabGmIUouuYKVKnrlCIcHcsx0zaKgbloBf5McVwjFbgdQCFHWCMR6CDOtavvuYiFSZEa7E/3yblR9fqZ1G4Uj9VNrP3oulOYZexCFGBVhKXgy2tAz4dGUkS3LYDULsehorTGjsSM47iW8ZxwXOpoZrE1unT5xUav1yuI2BZzd47FXGOMMcYYY4wxxpw4ckJmFCzVTaiFyGJhMjpzK5XKJgFOnbmaURsFMx2X9qP7xYxTxj5QTGYxNj7inhMdt+NM1vXJRSHoz9GVm1vf3PHcJ8YZqBCs0Q85ooAbP99qXnHMmqO7VX87dfHuBs3CjQ7WKH5zP45PBdzoBicxg3iSKzvGLujxW11HMZ6CbWkkRHTomu1jMfeYcaWq01ux347c3Fjs8DlebHW92QVkjDEb7OR+He+VduSaqyV3vfk+bYw5qTDDk4JSr9fDYDBAp9NJrkcVxjSygIXF5ubmMD8/j2q1mh7r7/V66PV6aLVa6HQ6hUfb1cmoIhbjGhqNBubm5pJYPBqNkguT7wBQq9UwPz+Pc+fOYXZ2FmfOnEG1WkWz2Sy4V9Vty/mqCBqdyrqdcF65x+WJRlKoC5Uu35zgyvWgSzk6QKMoyHZU5NQxxliF6PZlzrF+HmMn4vy3chnzeuDxen6j6J0bL8X/er2eXK08R5rdq2vDLwbodtUsXM3HJTzvHCe/KKjVagCwqQAa15frpw5azVjOCbn8YgNAcqPPzs6m8dGxzvmwOJzF3J1hMdcYY4wxxhhjjDEngpx7VMU2PhpONy3Fs0qlsilOgI+P86VCKR+Z52Pl/FwdubHQFUU3unzV+ci2KLyxgFu9Xsfc3ByazSaazWaKb6BQFsVazd6NLlN14uY+V0doTqyMP+vcdFsUO7XPKKbm3MsqjOp+uTa4PRZEUyE5N89JTHIC73T/eE4oZvM9xiPovMrlcqF4GMVc/WIiFnejy5tCLov0AUixByoE50R1FXFjfIf2pYUFdSx0lWu+r525u8NirjHGGGOMMcYYY441pVIJ1113Hc6ePYvz58+nz2IxLXUhAk+LaJo9q69arZZiDShktdtt9Pt9tNvt5EJcX19Pwm8U5RTNuaUYS6dwq9XCYDBI/c7Pzyc37uLiYhqHuktV3IxxDXRHasG2uA78neKb5ptSjKYgncvK5bvGVkRUNIwCr84hiqKaC8ux5mIzKMKr2zVm5HLfOL7YZ07IVodqrmhZbsx04zKWY2ZmJrlqK5UKRqMR6vV6Okc8Noq1dI7zWF4vk1zfKuaqg5bX6NraGgaDAfr9fsruZRsUmVlUj+3peef41NXL/Gedgwr6cY3M9rCYewRY/tjzdnzMTh7X3C8cr3D84HnbzSO+O4n82Am7eSxUxxKP92Omxpjdspv79VZMw71yGsZgds5u7tfTdJ82xpj9oFQq4ZnPfCae+9znFh47pyClrkQVczUbV/enyNtsNpPARRdur9dDp9NBr9dDv99P4hxFrQhFXop76p7tdrsprmE0GiXX7vz8PJaWlrC0tISFhYWCIxcoOlt1/NEtqU7V6GTVeAmNWdA2hsPhpoiG6IyN0Qy5/XMOVhW+oztYx60ic3SU5nKDI3ps/Fx/jvOPfcU568/xWqpWqxiPxyn2odFopPWkUKsOVorAGllBEZZiLvOZNWuX1xK/JOCLn2lsQ6VSScX1SqVSGoPGSNTr9RQHogK5CrVsj9cOvzDQL0LiGlvM3RkWc40xxhhjjDHGGHMsqVaruHDhAmZnZ7GwsJAVB1W8VbdpLHBGMY1iFl8AkpBLEZdOSc1BpUs0FqTSomgU65iPS6dvt9vFeDxGs9lMmbrz8/NoNptJEFQXK9vSucY+df76WH98vF5/pljHNWO/KhazDZ1rFJejWzj2G4/Rz2LkQjynuciFHPG4XN/x51y+7pXa1v1URKdzWAVadYqr6ElHNlCMyBiPx8npy6gEdbyyb71GKPpTDFcBOY633+8Xrid+aaBfHqhIzX0pdsdMXI51O+fATMZi7pSyW3fPblwVe11IZZIDw+6e48N2ivFc6Xzv1XXHa34r589WfxeTttlJZIzZDju9Xx+FQqW+Xx8fDqp4Xu6aYV/xGt/t/Xo7xxtjTI56vY7v+I7vwDXXXFMQHvkzhTEtAKVCZblcRqPRSO7CSqWSXLaNRiM9Dk/hdWVlJQm7FHMpxEUhS6MA1D3LQlHdbhcrKyvJmVsqlXD+/HksLCzg1KlTOHPmTHIGT8q+jaJjjB+gkMs8XhVB+Wi9CoTqXqa4R1cxsJH1qu5VFSo5LnVzxmJm6pSNr+h8BZDEQhVa2Y8WEMuJiNw/5/yNwrG2reObFBOh49J2uY3OWBbWozuWmch05vJzXWNdg3hNqZjLa0oF9+iMpZsXQLqOK5UKyuVyinLQ88y/AXX7qjjMd22Xc4x/A7zGYv6u2RqLucYYY4wxxhhjjDlWVKtVLC0tYX5+Ho1Go5Btqu5DzXNlcTHN8SyXy4WcUApSFKHobOSxdK2S2Bc/i9v1peOhKAxsCIAUkzVfN0cUKSc9yp7LggU2sk9VPMz9rnNTATT2l3Nh6r5Xil2Ibeb6ic7SXE5vJI6L7lh1OediGOI8cj/n3MFxuxYOi05miqN6LqNIrIX34lrm4kFiPIQWSeMXC/pSh2105vIYHZcK/7oGmgHMz3VcZvtYzJ0yduvI3SqfFtjaMWHM1bIbF9fVOr+2c/3uV/6fMcbsdT4uOcj7dXQ42pF7/DnIc7yT3N6d3K934vQ1ZhKf+tSn8J73vAf3338/Hn74YXzkIx/B6173urR9PB7j53/+5/Gv//W/xuXLl/HKV74S73vf+/D85z8/7XPp0iX81E/9FH7nd34HpVIJt912G371V38V8/PzhzAjk+PUqVN4xStegbm5OTQajfS5xiasr68nRyqLP7FomRarmp2dTW7ESqWSog3URbuysoLhcJicjEDRIQpsFhbVnapZooPBAO12G2tra+h0OulR+nq9jsXFRZw+fTpFLGgRtRhloE5fFWBzArM6k/WxexVtY+6pCnDqIqXArY/n5wQ7HRPzXVUkz0VSxNzamEmr/amgOMn5mSsYx3GPRqMrxgBEB6+usbqCo/DMcdJtS6e0OsKjwB5F2DiHuCYag5GLemDbvE44ll6vl8ZQq9UKjmJ1pbPgnmbnjsfj9LcFIP0tcT58cW34d2Rn7s7wahljjDHGGGOMOTGsra3hhhtuwK//+q9nt//yL/8y3vve9+L9738/7rvvPszNzeGWW25Bt9tN+7zxjW/EF77wBdx999346Ec/ik996lO4/fbbD2oKZgtYpKnRaGB2drYgeEZ3IrC5SFd8TF5jGbSAFMUounFVBI0xAyS2nSsaRkGMAiwdv1o4i47cSc7bKLSqiKYxCTk3rgq6/X4/FXHjI/NRTIxCZk5sjGJpTkzWfeOaxQJqk/rm3LXdrcYVx7YdcnOI49mK6MpVATp3jelLRXq+1B2rn+uXBHpcXGN9z4n1+nvsa6vxahv6WXTrmt1hZ+6U8MTtNwEAqtidk3AaHIiTcgAP0gVC94fdRSePafgbMMYcfw7yfn1QjtzD+Pczzs337ZOD79dmGrj11ltx6623ZreNx2P8yq/8Cn7u534Of/2v/3UAwP/+v//vuPbaa/Fbv/VbeMMb3oAvfvGL+L3f+z189rOfxSte8QoAwK/92q/h+7//+/FP/+k/xcWLFw9sLmYzp06dwsWLFzE/P5/EIxW66IbUvFIVNima0YFIV26lUklxC8wLpdjZbrfR6XSSy5cCL+E4VCDj5+ra5ef9fj85c9fW1lCpVHDq1CnMzc0lgZoZvkBRkNbH9lVUptCshbFmZjaKYVEsHQwGaS7tdrsgvi0tLSU3poqmuQgCZqPqviQnoKpwqAIsHb6RnDM3/hyF07jmMfYiF+3A8URhXh258Rgdo44z9heza8fjMWq1WvqSYJIQnYtx0HgOAFmhnvvz2oznTL8woCOXwv9wOESpVMLc3Fz6O+D+saCaOtsBpGgQuta1fx2v2T525hpjjDHGGGOMMQC+8pWv4JFHHsHNN9+cPltaWsKNN96Ie++9FwBw7733pkf4yc0334xSqYT77rsv226v18PKykrhZfYeirCLi4uYn5/PZtNG52HOjUuBSjNp9XOKwxQ/1ekaowNyUQE6HmBz3qrGPwwGgxSzwJxcCmkaC5AT/qKrdZI7V6HYRmcux5ATVSnesS8VK3M5rbm5x8+iKzeKoVuJp/G43P65scRjrtR+PHarcUz6bJJbOTpec+7XmFkb98n9rucixlHofHLXf8zJ1X5jVEiMDImu4CvFXpjtYWfuIUOHz35xUrNy7dA1OU7q34Mx5uo5jPv1ccP/3hpjjgKPPPIIAODaa68tfH7ttdembY888gjOnz9f2F6pVHDmzJm0T+Suu+7CO9/5zn0YsSGLi4uYm5vD0tLSphgCFZY0W1SFXD5GXqvVACC5D1WkYmZutVpFqVRCr9dDq9VCr9fbJOrSfajF0zQXFdjsBO12uxiPx2i1Wmi1Wskh22w2cfr0aZw6dQqzs7Op/1gsizDrVV3CFGPjY+4UZLkPi65pzq4KcVqMTYXgXJRFZKvcWW6jgzjGOuTiFXhMzA3mueXv2n7MLc7NQeeYG3suWkL71H6V6PCd1KauSSxwt5Vonzt+K8cwr1VmI2ufvFZnZ2dT2zMzM2g0Gpv+Lph7yy9HWOiM7nd14HJNc5EdZvtYzDXGGGOMMcYYY/aRt7/97XjrW9+afl9ZWcGznvWsQxzR8aPRaGBpaQlzc3ObnIg5co5cAEko1cfIuZ1iL4Ws4XCITqeThE8Vc1XY47GMHqCwpYIfH08fjUbodrvodDro9/tp3/n5eSwsLKSIh/iYP1HBlo5ajisn9vFzFaEp6rJvLUrG6AT+zrZ0LjH/N7pRIzmRPeca1jnGY+P8tXhZ7phcDENOXGQbFDfZbnQL6zmfNE/dFygWLtsqFkLjNAAUrh8Am0RkXZdclALHT0Ge7m8ep4XZeH1wm0YsAEiRJdyuYjmve11bts/14rFmZ1jMNcYYY4wxxhhjAFy4cAEA8Oijj+IZz3hG+vzRRx/FS17ykrTPY489VjhuOBzi0qVL6fhIvV5HvV7fn0GfYEqlEpaWllCv17G0tIT5+Xk0Go1NrtrohtQiXxQ7c45VOhQZb0DHr+aIRqdqfIRdhS+KjMPhsJBXCzwtwnU6nSTkMqP01KlTOH36NE6fPp3mqsdFIXQ8HienJR22bF/h8f1+HzMzM+j3+xgOh+h2u+l49qNxE2wriqWce84lyv7YRs5tu5WTd9LYc4/qTxIztc+tBP74e05w1ZeufxSEY4RB7FuF3UkuVT3PMU+Yx8UvJdSNHonRCgBSMT++U7zn34qOhdcz33O5v/o3xL8L/q1EgVljTMz2sZh7SMTHNY9qMYhYREU5qEdGc49tnoTHVU868Rxv9fiurwdjzG7x/Xp/8b/Pxx+eY8dsmKPC9ddfjwsXLuATn/hEEm9XVlZw33334Sd/8icBADfddBMuX76M+++/Hy9/+csBAJ/85Cexvr6OG2+88bCGfiIplUo4e/YsTp06lQqWMQYhik0ap6BiLB/rVxEwZpOqmEtHbhSoonsyZoly22g0wmAwKBSO4rZ2u42VlRW02230+33Mzs7i9OnTOHv2LM6cOYPFxUXU6/Ukumk/6g7tdrsp83Y4HBbGEEVOOi8p4vZ6PfT7/eTOLJfLyY2sc6RAHkXy2K5GIcT58l0F0eji3UokzcUYbCXmxjZ0TWI7uTGoSB3dtQA2CbPRocx9JkUqxPnp7zkxNxdDwfFQJJ3UdqlUSo5cjZdYX18vuM/jmvFvQK8H9q9xDHqMFuBTZzCAQhyK2T4Wc40xxhhjjDHGnBharRa+9KUvpd+/8pWv4MEHH8SZM2dw3XXX4S1veQv+yT/5J3j+85+P66+/Hu94xztw8eJFvO51rwMAvPCFL8RrX/ta/MRP/ATe//73YzAY4M1vfjPe8IY34OLFi4c0q5NFpVLB6dOnUa/XcebMGczNzRUcg+rKVdSpq5m5MX80Oi9jYSfNk+Ux2pY6c3NiYizCxm3Mq+Xj541GA/Pz85ibmyvkAKt4y7YpEg8GgxTPoM5hIO90zcUasA8ttAagEDEQRUO2z/7Ybs4dy30nCZPKVhEO8ZzFz2OfOWfsJKewrg9QzOWdtJY59210UOcE0thfdN1qtEUU7yO5/uL44npxH4rto9Eo9VGtVgvXRSyoFs9f/HtSF3zMbx6Px8mBPsmZbPJYzD1A1N1zVJ092+Ew52aHz8llJ+fe7iBjzFb4fr23+AkaA9iha6aLz33uc3j1q1+dfmeW7Zve9Cb8xm/8Bv7hP/yHWFtbw+23347Lly/je7/3e/F7v/d7aDQa6Zjf/M3fxJvf/Ga85jWvQalUwm233Yb3vve9Bz6Xk8rs7Cxe+MIXpqJn1Wo1iUQUsegcVLGOxZpitq06StXhSmGyVqsl1y+A5HrlcRSrVHiLopeKqur8ZXuj0QidTgerq6uo1WpoNptYWFjAxYsXsbi4iEajkRzHjHrgeCnkttvtlOM7KSeXUKDjPhSCAaQ+6vV6QZReX19Hr9crCLnREcp+1JnLx/MpEqrDdyshl0R3qUYJUBDkfpOE+diersMkIZht8DzpPrEfjmuSu5jb9fM4r/F4IyIjflEQ5w1sZOdqO7zmNOtZ+4x5zjw3dOjyWh4MBoV4EKKOXx0fz4N+yRHjSOj8ZvwHHeH8gsRsH4u5xhhjjDHGGGNODK961auuKBy9613vwrve9a6J+5w5cwYf/OAH92N4ZgsoMM7NzaXX7OwsarUaOp1OQTyMopP+rE7USUKfZn6qOxfY/Mj+JNFwElHEowBGoa1UKqFer6PRaKDZbKLRaGQfRY/O1kkFz3Jj42e5gm0cY05U5GcU+vSx+a3cslcaS1x/PW4SsQ91Km91TtSRq27q3H6Txnil/XNCbe6YnDjMz2P/uUxfXsvcN2Y/T+o39s+fVQxeX19PQm8U7bdzref+9vRLDZ2b2RkWcw8AOnzUAbPf7oTDcLxwfvvdtx0dxhhj9oNpuF8fxD1uN/frSePKtbGdOXAfO3RPHts55/5vPWPMJBYXF/Ft3/ZtWFxcxIULFzA3N4fTp0+jVqvhiSeewKVLlwqPl0dhF0DBeRhjCICNR8mZlcu8XP5OQTNmwk4SDlWAo1BbrVYL42FOLZ2xc3NzuOaaa3DNNdfg2muvRbPZTFm5wIbjkUIsC5etra0V3JHqqNXIAzpx19fXUyQD4T50+0YX6/r6esFZnMudjaK6Cr4UJVVMzYmOFBFz4l8uXkC3cW04htzY1NlMcTrmHusxGreQK/amazApUmHSeLUfEguLUazXa09FXD1+ZmYmXWO1Wi2NIxezoHPgmDVvOrqN2T4zcLcq4MY1ZdsaVTFJEDfbw2KuMcYYY4wxxhhjphaKTLVaLWXINhqN5F6t1+spGoD78z0+Ek4BNDpzJzkUY75tdKxul+gi1TGpqEyxl45cCrnRmavOWs0j1ezbuH88Ngqf7F+F5rh23EedxDliVivF3ChS8j0n6E4S+ya5qXOO3JibHPvdysG7HbFxK2fvdtrIXX96rArgjCbQSI/ofubP/AJDoxi0v9w4oiudwnXOwczs6a3cxvw5J6pPipow28Ni7j4SHT6H6T6ZVofDTpw5O3H6ROz8OXh2cs0d9PnR/qb1b8MYc3BM0/16v9ivfNyr/TfUDt3DZ5rv18YYQxYWFrC0tITTp0/j1KlTmJ+fx8LCQoofoLOSbk7NrQU2ilfRhdrpdFLmLYVMzbhlW+rKLZVKSfjs9/vJSUuH4iTRMOfcjYIms0RnZ2dRrVZxzTXX4MKFCzhz5gxOnz6dClOpgMcx9Pt9dLvdlHmbG0t0uKqA3Ov1UpYt81OBzY/5R2GY/ahTWfejuL6VeKjtcK1UiOZ51czY6GTdSkTluQQ2HLDqQtV99aVziecqJ6ReiSjeT1oPzpHQtc3rrNvtJoduzLHVLxuYQVsqldDv95NDV/8+ABQiNnJfNozH44KbVqMcuLa54myajaxCNL+QAZAycqvVauFv1WwPi7nGGGOMMcYYY4yZWur1OhYWFjA7O5ucuBRaVQhUsY/imUYssEiaOlgnOTIpMKlQpm7USVmzuWxbYHMMAwUwCqGj0QiVSgWVSgVzc3NYWFjA3Nwcms3mpsfaVYwdDAbodrupDZ2D9h3HoQ7lwWCQ1lLFVW0rJ0iqqMlH/mOWboQxDfyZ7zkxPK7rdpnk+sy5cCc5R+PxKj7HaIKtnKW6DuqAZpuTxq/F+QaDAfr9PjqdTorGUEGawnmMFKEwzes5F5kxyXkbxXAds7arArJGeUxa0yjcxmxrsz0s5u4DWgX7uJPLFdwOO3GBXI3rxw6Sg2W35yoe5/NmjDkIchm5keOUbb+bvv30wvFir5zUxPdrY8x+MjMzg9OnT2Nubg6Li4tYWlpK7txGo4FarYZyuYxer1dwMCoqmFIAVTct96HApAJurVYrCMfA085ebWNSxinHn4sO4HhyxbrozJ2fn0/REXQ5EvbdbreTI5cu41xmqwqz6urkMRRgNQOXwpyuE/C0i1IzY7XIms6HYiRFaLbJHNcoLm8l5kWRPgroKlRGwVIjMXJZsbn99FyqkJsTPSeNe5JIG52ses64loPBILm/6cbltU1nLq89XrMcX27ddX7RMRtF+fg3wetFRd3cemr+sK6TnhP9gmQ8Hqe/KV5TOxHrjcVcY4wxxhhjjDHGTBkzMzNYXFzEuXPn0Gg0klt1cXExPTI+MzOTxEwVNCeJpypQRrFJxVwKj+oAXl9fT+JpfCxdRcRcBmp0C/PYWFyq0WhgdnY25eTGx+IBpHiHTqeDdrudsnJ13lHMVTcp96cwqGI215RopACAguiWc6qqcKdRBSr26XpEYTSes7iOOged51b5qzkhdxLRWRr7jfton1EcVUc34XVGtOCairnD4RCdTicVxut2uxgOh+mLC+7LLzR0/TUyI67j+vo6qtXqpnmrKMvrslKpFJy7et71nEeRO+d8jvMfj8cpzoMF2izm7gyLucYYY4wxxhhjjJkKKpUKzp8/j2aziXPnzqVsXAqdFMDa7TbG4zFarVZB8KIwqYW9VERUESon5FLU1Hd1qjJ3l8KXEkVNfpbbhyInxbdKpYJ6vV4QclUI4750BrP/XBEqfqauYBXrohMzipFEnZ1cpyhSqpsz7quP/+u+UShVR6mKpDk37aS4B21fRcZ4DrR9HYMySRCe5P6NqKida19jO7R9vcbii2IuBV/Cda5Wq4W1jEX72A/XRtc3l5ur+3HebCMXvaBCuwq++ncyHheL/WnbjlnYGRZz95Dljz0PAFBF/nHNg3hU8ag+7rZXUQp+HPRw2Ot13++COL5OjDnZTMP9ehr6nMQ0jcXsDT6nxpijRL1ex7d/+7fj7Nmz6RHsWq2GWq2WnLKj0QgrKysYDAZYXV1Fr9dLYpBmcLLIEoUrCkkq9FKg5KtaraJarRaKn5XL5SSmqbhGYUvFSs2t5XG5R9oJXYozMzNoNptYWFhAs9lM/bNdCri9Xq9QFCtHLHbG9dCcVDqUa7XapsfjCd2TbIOOaG2bRGGOAqMKl3o+4nH8OWa+RmEWQCFaIM4vCtW5ftgGx6VOYd2fn6mYmysIFo9TIZXbYy5wdGXz2mExPMYrdLvdlIlMNzUF0tFohHK5jEajsWlNNcaAfek1T6IAC2wURmOb/KJD12uSY1rb05xntqt5v/pFisXcnWEx1xhjjDHGGGOMMYdKtVrF4uIi5ufnsbi4iLm5ucKj/xSSer1eigkYDAZJ2FQhUB85JxSzYuGzXN5qfNSex6oImhML+Qi59qlCoPbH7RQ+KVoztzYKsBRzdQ7aN9vTfrUPFTt5TMyG1fZ0zFvFGMT10rW8kkM19/mkKIQoVqqguB0Hbi4aITqCJwmKW8Uz5ATtOK6thOV4zqJbli897yrmxvOq6xPb1fYmrVHuHOWcysDmnOjcecy5jzW2I0ZwmO1hMfcqobtnPxn81jUAti7QMon9dmJMWxGVo+pMNnn22qFrZ5IxJxe9X8d/U7b6t2En92DuS3Zz394vtvPv6EH+G+n79fSxm//e3O8naYwxJ4vFxUW89KUvxcLCAi5evIhms5nEWToU+/0+Wq0WRqMRVldXMRqNkshJFy3dsip4MueWbVCU1WiF+LOKWBTSKCAzp1dFS7of9XH04XCYxF+6jClQq8Nxbm4OpVIJc3NzaDabKWqBYx8Oh1hbW0tZuZwP0QJhMU4hRi1QTKM7U3NwY+6tin6cJ4+bmZlJYiLHQGGasRE5UVrb01cUPnVMJAqycU5xP+1/klDPtYrjYdskRj7Ez9URrm3n4DrmBFuNJ6ALnF9g8Npluzzv1Wq10JeuoX7JoMXw9FzGgmg6D55Hnauuc1wHdXjH+IbozOWXM/GLF3NlLOYaY4wxxhhjjDHmUKDwx0zc2dnZFDFAkXQwGCQxiAKpvlSEpMBFsXE8HicBiTELKmjFbNH4WRSloisW2Oz0BPJuzElFsaKQHPtmTi7Hn3MGK9GNmRNGY8atuixzztytnKtX2m+S23Onj9araJ07Pvd7dB/H4yaNZZKbWMmJm1eak653FIujEBp/npQFHIVYbS+2z2gGEq8NPe9xnlE438qVnDs2fsHAv01gsvBt8ljM3SVP3H4TgMl5e1diknsnfn4c2C+nj10gJ4etrqGdXAfcdzsuvBzn/tW92+7LGDMd7OZ+nft3ILoWj9P9+qAcub5vTyd7cS3v1X16J/h+bczxYWlpCddeey0WFxeTyFStVpMzFXha6Gm328mZypgFffQ8uhv1WB5DIZeZuJVKZZOTlLm53Eb3YMyq1SJTpVIJ1Wq1ILqxSBXbZIYsobjL+bLfWq2WRF2Nk1hbW0uibnShqqtVRb2YhQpsfkSejtKcsB0FQgrLSsyQVaEyPs6vTtGcY1aJYnV0mdJdHJ3Hiu4f56L7RAdvLn5A10Bh2zFyYCt4Teh4Y55znIvGK3BM7JvXhbpt4xcczG7mNa3Xn65FXBeeb17PbIdfsABFdzfd2rpeLFDIOBSuW7/fx+OPP57cx2b7WMw1xhhjjDHGGGPMgULBp16vY3FxEc1mM5tfq45COnGjiMv9KCRRgOJ2PqZO1PWrAqYWeuLn7IsiVi7jU2MWFBXeuE/OsbuVM1fnzUiJKEyqsJdzbeo+cf2je1V/z7l/ozCqj+DrmPiZunwnvXRMW6FzUAd2XIfY3nbdsrpfPFeTBONJsQO6bTsOZHXibjc/Vt2yvC4p0Oba4d9HdIerCB+/HIiF2jTCQ+McdN84/+joZTv8oqXb7W5rvmYDi7k7JDl8rjIHLx5/nBw+xPmkx5/tnOOryXze7RgmuYB2c03a3WPM0YT36xxX+rcg9+8V/y3bzv16N5mjxxk7co8We33fPqhr3PdrY44e1157Lc6ePVtwwdIt2+v1krt1PB6j2+1iZmYmxTGMRiPU6/W0jzpzmS1K9yAFo9FolNqfmZlJPwPFuAW6aCms9vt9tNvtJAirG1Hdh3EcQFGo1QgGYENs4z507tLhy4zcVquV5qQiNueh7Wn/UWSMzlEtQhUjIKIoquLulSIV1HmbE52jYJorkqZCYXzEf6uIgTgO3U/nO2lf/XlSjEWcL9dG3zn3Se5itq9iN69dnj9dR12nOAYex3lpdjGwEV/ALwS2Il5T7EvPj7q9dX5apE2/fBgOh8nVzr+ffr+PlZWVtI/ZORZzjTHGGGOMMcYYc2DMzMxgcXERFy9eLDwiThGVwmi/30/CEEUtir8UwSj88p3CqgqgnU5nUyxCrthZLmqA7akrNrpCc/mmJLoggc3uTo5Fi6MNBoOCCKZCnwrB2l4Uc6NwqkzKko2fR2LmahRtozCr+0WiE1qFTM6H7WzliM3FK0zaJ67blcYY241tT3IY59pSoTz2ncti1vXRNcrNW525eq65P4XUeA3F9crND0CKCKH4GkV1jTlR97xet7qdsSFmd1jMnRL2OoNvv10QW7lsDsqBsRNHpjl8trq299q1u5tr8Di6440xe/fvy149UXPQ96lpuF+bo0nuGt+vp2x2gu/XxhwvxuNxEjCZkUsRl3EJFFAnPQZer9eTwFqpVJJLkeJVzpWqaIEwoBiZQOGJorLmo0bBLop72r4+os59VFBmwTeKpMwQ7ff7SYjmS8VWCp/6qL0KhSpQc4xbiZBRBI6CsDp4o1M057rVtcnFUuRcuRT44v46r+je1fHF8fCzSSL1drJuYwwF10r7jX3nRGK9bilyRhFXowtU5NdYER5LoXc0GqXrh9cI30ej0abidrxO9HoEim7zGI3BfVVwj9eeFukbDAbo9/vpSxBtN37hYXaOxVxjjDHGGGOMMcYcKBR0WPSrWq0mgbLX6xVEInXQqrCnzsVKpZJEVzpp6eilSBoff1d3YXToUliksEoxLQrE6rTUY7UQlWaaUnQGNhy5LPjGuTBegWIu++HxOXdnrkBWTmDkmnAM0S2qfakoqeuj7s8o+ul5oqjIubPNXF4x26LzU/viNhVxtd2ciBvHF+MQ1AG8VUYw243XEM/zVu7n2MakOej6cJuuI7+koABLFzr7q1ar6e+EX2ZwjMPhsBAfwjnySxNgI15B10TXVWMzVEjW86tOeI1XYOSJiuCT1tlsH4u5xhhjjDHGGGOMOVDUdajCkIpw0WlKVDxVl2utVsvGFTCmQB/pj0SHroq+bEsfc4+P7Uf3KB2m/X6/IM5pTAR/1vlzrBTNosNzUkwAc3QnPT6fW0Ndv+gQjesU3ZiRXLTAVucuinoUE3NwbXReufiKrZy5Oo/oxJ40J7aVm4P2p+cgFgyL/ev+OQd1FLdjzq46dPVa1OJmjCqhEJx757UGbIi5cU05HhWcY8yHxinwSw9+qRKF6hjvYHaPxdwdst+Pl+1V3AIfq7zax81dxMXslp1cwzvZd6//Bv24pjHHk6Nyv74apv1+Hf9bxFFIRx/fr40xewkdqbVaDY1GA8BGhXuKStHVqUTRqVarpd8pFjabTQyHQ1QqlULuLfuig1bFrVjgiW3PzMyg1+sVBN1YREzn0O12sb6+ngo90X08NzeHRqOBUqmEer2eip7po/T6eHoUBikWqpjHcXId1cXJ7ZOENHV+asQB3bsq8m0lxKkgqeKoCn9EH7vXcUSHKj+PIiOdsprdq4/vR1eythcdzvrZJGKkgzp1NbIgZtpqu7m1033ppuW89PxyrCqcqlCq55pt8IsNXlt8p9ira8LzrI5rPe/8ckTPK+emMSTtdjtd+zpOjfpQh7vZPRZzjTHGGGOMMcYYc6BQRKQzFdhcsCo+lq4CnApN0Q2pIhWAJPSqEMX99VH9KPzFz5UoVrItirAx8oGCGMeu84+Ztlv1H6MEdvrI+iQHbdxnq31zax3PV25/dbDmIg4oxEZBdhIxMiGKsznnbhRxc2PeLRx3dP/uti2gKPiqe1f3Y+xBFJ3pEOf89G9Gx0txXb+UiBEPjOeI68RrfDgcJhGXDt3cfCY5ps3OsJg7paibYTdOhJ24bnbSvl01RtnKAb5frjU7c4wx08RO79dX41I9qvfraRqL2Yzv18aYw6LRaGBhYSEJmhRD19fXMRgM0u/R2cefq9VqQdzS4lDMXaUYRTfs2toaer0eZmZmkqOw3+8nt6KOQYVijRfYqmhVt9vF6uoqBoMBVldXC+7JWq2WXL6zs7Oo1+toNptJzGW+KY+JTkmi2cLR4cp108fvKeIBGw7iKFyzHbovo5gbRT49RrNUNZpB2+d46Pzl9ly0gG7T6AUVehUVJ3PidhR6Y1+cy5VE9Mgk8VddyCrS61po3EdO9NTrWB269Xo9ffkRc4PjuNSVTTFWvxgBUMhuzs21Uqkkt7c6z9XlzbYGgwHW1tYK411cXEStViuMs1arTXTbm+1jMdcYY4wxxhhjjDEHShRkKQDl3LFKFBj5rm7P6ALUfbWYk4pRFNZyeacaa8DHx3OO1H6/j263i8FgkGIW2DawkRNMAVtduUAxDkGF0jh/Lb4V4wt0/jq2SW7b3LacozUeo9tyfcZ94/mdNL64D4+d5JyObBV1kGOSMzdeA7njclEO0f27F1CQp2hdrVbTtUJBlnDuFF1VQOdnFOI5R+4Tr0U62vVzFjSLLmA6c4l++RJjFfZ6fU4iFnOPAFeTOXYSXBF2/Ew3u7l+T8J1a4w5fkzD/Xo798RJ+zj7/mTj+7Ux5qCpVCqo1+sFEZBORIqqdItGtyeAlAHK7ZqHS/FI3YAUW9mOOiMpltEdS4crt7daLXQ6HVy6dCkVetIiVBR46U5k8TIAWFhYSFm5CwsLmJ+fx+zsbKEQGsfMdgAU3KaKCocU1CYJkZPiDaLYOknMVUFTRbmtBN8o8ql4SCGdLmV1qOqxMW6Bfcc4jkkREyrwx4J1Km7y8yg0TxKuc/tMWodJorlGgui5o9tWXb18cd6zs7PZLN0YNaJ/Q/ybarfb6Pf76PV6KQ5Br+GYqTwzM4PBYJCc62yf136ctzraeW3XajXU63Wsr6+n45hfba4Oi7nGGGOMMcYYY4w5UChSxUJeKirF/E49lsfHwkxa0EwFNOBpAVnjAeJj/DmXJjNAe70eOp0OBoNBygSlaMvH2OnMZb8UFSlsNRqNVAiNYvTMzEzBUcu+Nd4h52blz1HMzf2sAt0k4XfSo/Y8TsXanJAZRWAVXJkhq+dD4xVy4nB066qQG3Nh+a7XyCQ3cW7+UaCe5ADOrc8k9/RWaxnnwM+5HvquznXGkXB/Or350uuXgql+ycE1ZCQGv9xgtAfPVXSF699Qv99Pf0M5V3n826xWq+h0Oo5W2GMs5h4SW2WN7gVX45TIOTN24vQ5aGeP9meX7vEgXoOH4fw596/uPfA+jTHTx37d2/aiPf230vc/cxj4fm2M2Qs0D5ePj6szV/fJuSDpAuQj3qPRqODMBDY7TCN08VJYpYBbLpfRbrfRarWwurqKRx99NAm3PC4KqnSd0n176tQpNJtNnDp1CouLi5idnU37xEfiKdBFYQzAJsFbXxTlYiZuFDe1nXgONKs3iqycHwW6nIgcowb03KnzmWK7/sx9mY+s7emY4yP78fzyOM0qnuRCjuOe9Oh/7ouFeLx+Nun6UnLnUNuLGc4aSaJ9qrM5rlWMZCiVSmg0GqjX62g0GoUvJZh12+/3N41HhWAt8Mfx5c67uon1ywm62+kWNrvHYq4xxhhjjDHGGGMOBRWjtOAXBcCtRDQAyfVKAVjb0EfPo8iYE9jotKWzsdvtotPpJDGXQlROJOVY6vU6qtUqlpaWUKvVkpjLiIVarZZyTjkuZvBSoItro7EDHJ9GPGghNI0v0LXNCds6d7ap8Q48loIix64xEup4jU5dwra02Nskd26MQYjnSH/OuT0nXSc5l7JeW7r2us5RKI7t5dZ4K9imOmG1D7pso+Ctfw8arxCdvnEu+sXAYDBI0QfD4TA5zTWChOdWvzzQcavTd9I66nlW+v0+Ll++vOlvz+wci7mHxDTl0m2VkbYbp088ZprmavaH/XZlb3WN7rULyA4fY4wyTfewq8nkNSebg3p6yvdrY8xOUUemCmEqxubckioS8ZHxXHYs+4jxBXTBqpiYO1YdqTHDVLNKWcxMoxSWlpZQrVaxsLCQPme0AuG4ouOS7lIVc6PDNCcEcsyaMRsjCaI4ybkMh8NNrlgVLDX7Vs9XLgs2Jxjn1lVFwJyjVffNtTdJqJ0k2Oo2HXtsN66ZnpdcO1FknjQ+/TzGgQyHw3Qd0fmq16nOZ1LWcJy79sfrlL/zfPPvh250xoXQpcsvGlTkZX9xDNENzePb7TYuXbqEtbU1mL3BYq4xxhhjjDHGGGMOHIqEFIz4GQVPvkdBjp/zse/co+pshyJTbJ8ireaIUoyKAlkUcinK0qk6Ozub4hPm5uZQr9exuLiIcrmMRqOBcrmcPldxWfNq2Q8fZ1cBT+McgA23ZRRV1cHL/aLIGvtUJzMFPhUhdd14nmKMAd2Y/F1zV/V8cLvmFqvjNObeqltaxdRJorPOm2J2LrYhJzhznXR7FIWjQBpFWv4+KR9Wv0DgNRhjI6rVavqZom6MU6hWq9kxRUex/s5zVC6XU1EyunJZWI2xC61WC+12OxVLY3E/nne9FnXt9PqoVCppDpcvX8Y3v/lNO3L3EIu5xhhjjDHGGGOMOXBUkMw5MKMopuKrtsH3SS5OFQG3igVQp64WcKKzdn5+HsPhMIlpdNs2Go2UkUuBN+bDcoyT3LbRnRrFXN1GMY3iWhRWdb1y8RKThE39TN9VeL1SlEAu0iK6o2PUQHQr59rTdco5XSO5838l2PYkR20c15X2yfUZ1y/OT68bCrvxPKj4H9eY14I6aIGNzFv9QkQFX81v5hcb3HcwGBTiRXgdc2yxcFouHsVC7t5iMfeYwsfc+Ejbbh/NjI/jTXuBFY532sd5XNF138252M3jn/FaN8aYo0B87P04RSj4Hjy9bBW34Pu1MeagUbcfHX3xkXZ1GY5GI1SrVTSbTQAoCE1AsRiZRinkHL+KiqQq4NbrdTSbTQyHQ/R6vSSs0XVI1y0F3Hq9nsbJR9opPvOReQpiMXM3ZsfS5crtXBd1Rfb7fXS73eRO1viHmElbrVYLbk4VItXdq3nF0UGra859YwwA1yeubyzmxf7puqX4HV230bkKoCAaRqfuleIbdMycZ9wn5yaOc9e+tJ+4f8zg1bWNzlmihc4oolar1cLfR6VSyfal/aijWc8jx6qicnQJ82+AudGDwQCVSgWDwQDtdjuJvfELlFwe8qSoFHN1WMw1xhhjjDHGGGPMgaKP68eM0hwqdmqmrhZ+io5QogIdhau4LVd4SsVdum8pFvNxdQqllUolCW46VhLFPPYdnaZRjIziqzpytWBbFDn5uwq1KmTmzoeuR9yWc8NOavNK7tq4JlFgzb3Hviet16T9Jl0zV0N0HG/Vpvabc8RGYVhFcN1ft/NYiuG89niNsl8VrfUaiX8L3JdfUHAupVIJ3W4XMzMzqVCazjtee0QjIszeYjH3mBDdFMl5gb0tdGHnq9kuB108L+dqs/vHGDNtTLxfX2VhqsN6ksb/PXA0udrzdjXXre/XxhjS6/XQarWyjtkosKrQSuGK7sRc7IIWdVLBUcW3+Fh4rVZLbttarZZes7OzGI1GmJ2dRaPRKPQVM1k1c5fu2phhys+YvauiHY9VEY3bhsMhhsMhOp0OOp0OVldXsba2VhDMOCdm3zLyQXNS6YJWETjmykZhTh2fcV/2PSmaQZnkvtXjJgn70ekZ3a66Dz+LhfR0XbeKlyA6fy1Ip+sQ5xvHMAmK8nS5cl+uJ88dHelRzNW1YuG0GFuifx/qdNdM5jim8fjpDF32TXdwuVxODt3hcIjV1dXkDGe2b3SF092uTnOzN3hFjTHGGGOMMcYYc6BQWFTnnopgKo7RIRsFvShI5cRIdSuqa1WPoehFQVdfdOayz5hPy7bVkauZptGFqcJuzCBVd7E6LLUNimcU2eK66XzjHHMCa1w7JcYXxDWORIdqLqpgq+O301ZsM4qpV5pfdABfiZz7dqt245cGW81NM271i4CYtcx9c4L6eDwuCPoqbOv1Q2IMSRw7t9dqtST68vdSqYTBYIB+v78p6kEd0oTzyMWbmKvDYu4xZ68cP9OMXUEnm62ucefzGWOulqt5YmA3/Rzn+7U5fuzVdev7tTEnk5wYqxEGpVIpZdKqsKVCbhSBgaIjU92K0TmrQlOlUsH8/DwqlQqazWYSrthWo9FIjlbm30bxSp2QFNXokozCpM4h5xKlcJdz7FK402JrtVotuzZ05dLZGx/ZB4ruYh0jx6F96+P9MU83Fw/BucUohkmibE7s1bbiMSpqxvFNigHQY6NjOrqO9XohWmBM11yPj2usc4xuY54fXjeamcu+dU6KXufqwI3vuQJzUfDXvmq1WvryQTOf6RIeDAZpTbvdLjqdTsH5y3Y0F9vsLRZzjTHGGGOMMcYYc6BE9yw/A1AQI5ndOcnhmYtooMgV4weiQ1fF3FqtVsi/ZbsUTmdmns4LzTk7VTiLj9hT0I15pbEwVBRz2Z6Kgrlxc6xR8IzFp1RQywnMW2Xm5sasrs24rx4TBdOtHLbxWF3PnHAcrxc931dy0mp/sb14PnS/KNRG4VX32wodu8ZdxDXVdYxCsrah2bhRtM65cOPY2a6uu/bTaDSSgD8cDtFutzEYDFKkh64b29DYB7O3WMw9ZI6aE2caXLDTMAZzeOzm/NvxY4zZK3Zz3z7I+9ZB3yN1HXx/Prns5Nxv9bfj+7UxJ4+csMbPKabGXFRup7DEY9XBWyqVkog0MzOT4giI7kdBlKIoRdKcqBmFMX1cPop8UTRjTIQ+Qh+Fu5gXq25iHlutVjEcDlGtVguCqgqgFDU5hvX1dQwGg6wIznVTATQ+ms/5qEip89AM3tx55L5R7NRxThLro1Ceux50zeJ4uUZ6ruI4tM143idFZKjrN4qZ/Fz30zXSF+darVY3zVfXYtLYeL5UhFV3eows4bnTPrhf7ryrQK7xIXNzc4Uie4z+0H56vV7KBTZ7i8VcY4wxxhhjjDHGHCgxYkDFKs3ZpJA26ZFwAEl8rVarWF9fT0WaKCSp85Rta8yCZuOqK3fSY/gqXObEOv7OcXKMmr0bYwNywh/7jHOtVquo1+tZ9yjnpG3TPalCL8fCd66X9pUjxknwHLKIV3Te5sTmXOzEJIdvvF4AZB/bnxRrwHHFOAmutxYfy7lt2S73i6LwVi5cFYujmKtz1/lOetfx5b5M0PZUzI3nQl3iej3rXKP4G9e9XC5jbm4ufT4cDtHv95Noy+OZrxu/TDFXj8XcKWHanT5Xw1FzH5vpYSfXuO7ra80Ys1fw35P479F+3dt2+2/ZXvw3ge/X5iDw/doYQyiQ5T7P5dzmck9zj7zrduaRUnyMorEKiXxR3KWzNycmR1EyirM5h6run4uGyImcnKN+xkiIwWCASqWSFTGVXEyBrt9WTtdIFCJzc1DHrgrMk8YQP48CZZw/+9BzknOtxqgNHp9z1+bGpO1Mcl5HgVqv1dzaxnFsJdyqWByvjegIjz/r+KLzm9e2rpEK8jHigfvrugNIzvBGo4FGowHgaSeuXtv8MsUxC3uPxVxjjDHGGGOMMcYcKHTzqcuTrkEWTaKrFtgQtyqVSvqd8QXRBcpXv98HANRqNYxGo4J7NMYsqEO3Uqmk/vn4uApyPD5GIKigF1GhLjoic65V7q95vwBQr9dTYTeuY875yHXVImqKxjhMcpfGcVJA1RiKKFCr+5ifRxdyLmOVoqE6ZnUuXBsV2/v9fjY+IV5P+pk+8q/Xgo6P88zlGkfhVQvecdzsQ9vnMSoOazvaR64//SznANdxc431HGnsCPvNfamgbXC8+kUI/+7m5uZQr9cBPC3aVioVdLvdQr/9fr/g2DV7h8VcY4wxxhhjjDHGHDiawznJdauilWZ6UuyL+5H4eLk6K/Ux8yjmRsel9hFRYYxCWHTk6rvOLf4+6bgo2nEuKtSqCLqd/uMa79Q5mRMjda3jGGKUQK49EnNlcw7l7ZATj3Pu1hwxu1jHru1u5ejNia1xfLk2rhTZMKmPuD3mBOf60vMSzyl/Vkd8bJ+RH9VqNTnFNQ4jdz2YvcFi7pSxnUccd/Mo5TQ80rZXY5j0yKsxV8KFVYwxB8nV3qeu9N8E+3UfnIb/ZjAnG9+vjTkZ0FGqRcH0kXjuo8KabqfTkEWXVLjiNgrFtVoN6+vr6Pf76VHycrmMWq2G2dlZVKtVNBoNVKvVQpEnOmC3I4aR6IyM2b/j8Tg5FTWbd5JLV0U1HqOPyvd6vU1REFGE5vrGImXqgM3l1uZEXi14pvNnHxT0eA6Yyzsp0oGf0zk9HA43CYvqGM05SrUtvRZyucyxf86T50u3qTs4ZtFO6v9KonOMQsit+SR3rq6f7sO/E7126GDn/jE2JDcu3UeFfnXWchuL8WnMwvz8PACkvqvV6pbny+wei7nGGGOMMcYYY4w5UBizUC6XkxgUXZjRIbmVIKfH82eNUwCKrtYYs0ARMufA3IpJ+8RYhVyRqdFolHJIc47WOO/oNqawq3Pb6Xi3OiYnYqtYHYXJ7azFVn1dySWcO/dRgJ3U95Wul+iq1j6v5CzOtc9xbeXizbnRY5s5d/hWLt3oRo4xHZP6jG1OcryTXNY0vzTRMUdx2uwNFnN3yNL3fwkAsPyx5+1rP/vpirmaAieH6Yq1E9fsFXT8ABuun3P/6t7DGo4xZh84zPv1Xt2vrnSf3s59fL/dwcbsJ75fG3N8GY/HeOSRR7C8vIxnPetZeOELX1hwUDI2QPdXVyGzbWdmZtJj3oxK4P7cpnEM7INuwXq9jtnZ2dSeCpQUoSj46rhyDleOjS5GFbX4ecwO1TmoQzkKf7noB7of19fXk4im6xXjFzTOIhZrU6GY4pyKcDpfHkMhWjOMc05pdXryXETBnNv0vKsAz320MJ6uQRT/cy5jRlLEyA2d/1aCb3SX6r56rmO/6kzNfRkRr3O+x/NDR3ccM9HokJz7luPIuYtVCFZ3N/uLMRXqlOY4KpUKms1mIV/5iSeewFNPPYVer7dpXc3VYTHXGGOMMcYYY4wxB0qr1UKr1cLS0lL6TEXR+Hi5Pto/Go1SJAKFOwpZKo6pEKiCn7pyYzs5N6I6aznOOD4dNz/TMeSyYCnuRudnLuM1ZsCq+KvCZxTxKDTqvGOUQ3RrqigY3bIqOMZCZnHM8fPcfK7knNV9dC7qNmXbHHNsV8XjnAM4XhvaP9c1J7DHfrlv3C+Oc1LMwSQnbBSftZCfivBbkXN9x/lrWyrsKtFlruJ7tVot/C20222srKxsOS6zOyzm7pKDcvwAe+Pw2WtHTa69nYwz7mvHj9lLduIks8PHmOON79d74xae9O+qn5oxB4Xv12Yv+dSnPoX3vOc9uP/++/Hwww/jIx/5CF73utcBAAaDAX7u534OH/vYx/DlL38ZS0tLuPnmm/Hud78bFy9eTG08+9nPxte+9rVCu3fddRf+0T/6Rwc5lWPBE088gfvvvx/z8/N45jOfmfJVAWwSlqKAqSIuUBSlVMSjs5YZuHTx0hnLY2MUQswOHQwGmxy66hrN5euqAEln6XA4TMKZxiSoQ5ciIXOCJ4l1nMdwOCxk/Ea3bS4GIQq5MXZABUa6e+Pj9Tw+iqPcVx25ul3XhnERUSSMaxmviZwQHF3F8fic6BwFY22L7zHuICfax+MnkRPBY96xrqs6benQ1Xcer85uvvMaj1+QKGxDM3NnZmYwGAwwHA4Ljmq2zX2BDddyvV5Hp9PBN77xDaytraHVal1xLczusJhrjDHGGGOMMebEsLa2hhtuuAE/9mM/hte//vWFbe12Gw888ADe8Y534IYbbsBTTz2Fn/mZn8EP/uAP4nOf+1xh33e96134iZ/4ifT7wsLCgYz/uHH58mVcvnwZ586dw9mzZwFsFuz0pYIVf4/CaRQoNWJAxUMVJHOPv0dBl8KkOmpVzFUonLHgmroq+/1+Ic6AY6PQHIXo6Mrl/nF+FIm1zdyxStwnziGKquyPsRRaEE3XT8XNSU5UHQPPo0YK6Dxz49Xzxm25Met6qvgZxeIodm61NrkYg+jg3Sq2IV5zUYCfJL7zGuJ1xJ8BFL7s4BcDAFLBvOhSjuvFOBAex7bj9RTXWP8OOp1OilAx+4fF3BPCVs6ZaXDF2ql7/NnqnNrZZYw56ez3fU/bv5p/c/3v9cnhap/C2km7xhw0t956K2699dbstqWlJdx9992Fz/7lv/yX+O7v/m58/etfx3XXXZc+X1hYwIULF/Z1rCeJ8XiMfr+fog/0UXoVI1WY5XHaBgUrFREpFOaEstzxAJIjUQUttk1xjPCzKM5pLEQUxuikBFAQfCmmRQGV8499cn3Y/yT3JfvMFfOK0Qmxb+7L/qKgnnMOc81VVIwxA+yHwjB/5hzo8N1KaNb1UAE9EkX7SWsQXb3xepu0ttpGLu5CyblvJxWUiy/9GwA2u2nVoavXmH4pEcehArp+gcG/AZ4HPV6352IXzP5iMdcYY4wxxhhjjJnA8vIyZmZmcOrUqcLn7373u/GLv/iLuO666/B3/+7fxZ133pkKMkV6vV6hCJBzJDezvr6Ofr+fhCg6UuOj4zl3aU4kVHcnYxVUFI0CpAqIdD8OBoNNIixQdMPydy2upsdQWNTfo+CqAiLFOnVDRgFPx8D1iWvBnwEkkS6KiNFlqUI4xxLHoIKutsVrP66xjk8zeHVtarXapszi6FDOnW91srLvKMrqed1KiNUvABhfUKvVACArKOdylOPaRlE5islbXcu6jvo73dsqxLK4Hr84UNf5cDhM19NWUSAACvEhvIZZ0I5roecwxjDodrO/WMy9SlhZFyhWpZQVWQAAfK1JREFU3N0uzp7L43U4fmyVYzsp03G/3Dv6dwt8aV/6MMZMF3t9vyZXe7+yS9EcV/bi2vb92kwD3W4Xb3vb2/BDP/RDWFxcTJ//9E//NF72spfhzJkz+KM/+iO8/e1vx8MPP4x//s//ebadu+66C+985zsPathHEn18PDomJz3+TkGNAhwFQHW/qmCpx8a+VQRUsTEKYGxDyT3yz+NyBbHUcZybl44rV1hLBbUo3E6KBaDYp6+IFlbTNjW3N4qnKvhOmkvOsRwd0Tkna2494lxzfeUcotHdHNco5sJOWsdJ4rKOX3OQc3EMOo7YTm7cORE+fhkQs371Swmdn7p4de56bnLCr/5N8e+NX3bEvx+z/1jMNcYYY4wxxhhjAoPBAH/7b/9tjMdjvO997ytse+tb35p+/s7v/E7UajX8g3/wD3DXXXehXq9vauvtb3974ZiVlRU861nP2r/BH0FU5GPmp35OtLATxbJ+v19wlKrYR7didNNO6n8wGKR3/hyLU8W4A/05imKKumljOzG2AEAahxbiYvs51zCPjU7S0WiU1lPHwW1sW9202h6doNFVHB3Uce2j81dzg1VQHA6H6PV6qT1dmxjREAVuHV88J3H9Y9G2KPRr7AP3j5ES2kepVCpcIxpHMDOzETFBh3g817r+UYTW/rRNRnLw70TXUIvORYdtdEUTXkvxM91f14n7djodrK2tbfr7ZJFAs79YzDXGGGOMMcYYYwQKuV/72tfwyU9+suDKzXHjjTdiOBziq1/9Kv7yX/7Lm7bX6/WsyGvyxAgEIJ+RGsVTFcY0+kBfOUekth/diSpo5caZc+NOclhGRymJ7tacM5k/a/u5OWs7JGb8xhxiOognZQtHMTnOa1J8QXTfRsEyziuKlTqvnFibI447Cr+T3K3RARvXKefmzoml3FczlCeNUb98iG7lXI5unF/8O4nXI9vhe7x++DlFerYRr32dM+fLaIe4HoyoMPuLxdyrZDePam7FpMfNd9uOMUeBrSIY9pLi45rGGHN4HPR92vFFR4v9Kj621+z1dez7tJkWKOT+2Z/9GX7/938fZ8+eveIxDz74IEqlEs6fP38AIzye0GFZrVZRq9VQq9U25Z7mBD0KRyoiqdCrguekyAMVcPv9/qZHyKMzN5d7CyCJWSr+auEtios5sYtiarVazRYYUwGQWaacs4qCUeRTYZtziCIqgLTucX3Ufct5Rzdvbk22Elxzbk62z76iA5vrEwVi/Tkn2ufOOd+jgBuPzZ1Dzr/X62E4HGJtbS2d8/H46ZzdarWKarWKer1eaD+ORaM86HjlnHKRFuq85jlbX1/PflHEfemUzQm0es3TVUzhP+7b7/cLfx9ra2totVrpWh0MBuh2u2i329kCdGZvsZhrjDHGGGOMMebE0Gq18KUvbeQwf+UrX8GDDz6IM2fO4BnPeAb+5t/8m3jggQfw0Y9+FKPRCI888ggA4MyZM6jVarj33ntx33334dWvfjUWFhZw77334s4778QP//AP4/Tp04c1rSMPxS595XJnJzlBKbLliprlsmtjm/Ex9OiAVShcxr5y+braB/uNblp9nF6FzBxRtIwu10nHRVEwjlGzcjnf3Hh4XC7bWN+1z60E2DgvFcJ5XnKO49wax5iCnOAe1ygnll7JbazOVI3jUCEWQEGY1nMd560OX36m665/GzonLUpHoZvrpX1p9jNQdOmyX17PMSc6Zu3ySw4K2IRCL4Vhs79YzJ1S1OmwEyeGHbkmx3aui904fnZTwO+gXLiKnT7GmP1ip/dr36fNVmx1fezm6a2ruf9PoxPYmL3ic5/7HF796len35ll+6Y3vQm/8Au/gH/37/4dAOAlL3lJ4bjf//3fx6te9SrU63V86EMfwi/8wi+g1+vh+uuvx5133lnIxDU7hzm5dIfmHv9WUTEWBlPhVvNbx+NxcrBWKpVNebC6H0Uqul4pdFHg4nj4eLlmterj6QpFT3V3quCmY9eIgShu635sSwVvQlEt5sPqnPUz5sPSAav7qRjJz1WUzImi+rvuHx/x5zqur6+jUqkUHLicB9eEYrw6m6MjOcYyTCInDMffo0jNtinc9vt9rKysYDAYoNVqFdyvjUYDvV4P1Wo1FZ2r1WrJ4aznZDAYoNPppAxadXYT7l+tVtFoNFAul1Gr1VCv19Paccy6VnGeMZIj94UFr2s9V+rGVmcur+vxeJzWpNfrbcrfNfuDxVxjjDHGGGOMMSeGV73qVVs6x67kKnvZy16GT3/603s9rBMPBatYSCu6HVWc4ufbfaQ/5prGfdSpqAIuxSuKdupWzD06r6hASaE2Cm65+epcJwmlk+D4WYBLj+N7LJIWf1cxOBYhi+OM6xnHmIt1AFAQGFW45v4x3oI/x9zX3GP96oCNIu2V3MtEx63xCv1+H51OB4PBAO12G/1+v3AMhWpdZ76r2EwRdDgcotvtYjQapTgDvih081xWKhXU6/UUycECa/wiQAvmRXIZvfplQCzGpgIv/x5yWbnqVHbEwsFgMfcqWfr+jcdzlj/2vEMbx146fdTFuJNM4L3K+zWHw3bO35Wus51k/OU+PwzXrjHmZHDuX92bfl5+3eHdr6+GrZ4yuNL9erdP/JiDYSf3ve08FbOb9g7zuvATNMYYAGi32/jyl7+Mubk5XH/99Zifny9kpUZRkc7N4XC4SSjLPaYOFAuURYGXQpQ+Ps+f6ZbM5YhqkS0VfKMQqc5M/txoNNKc+Jg83ZwUtbWIm8LtuYJTOcdpdCGr0KniuP7OLFstjMZ9NL9W+4/tqDCrYiLnoFEBOfFahckYgcG2JhUByzmSeWzcllvDeN1QbO31euh2u+j3++k9HqtRFXwfjUYol8uF66fdbm8Scymccv4UbsfjMarVaqFdXcvcF1G85ij25tzjhC5cdeLy2uc2jm88fjpjl383eoxjFvYfi7nGGGOMMcYYY4w5VNrtNr70pS9hfn4e1157LZrN5qZH71XkowOwWq1uysoFkBWBoxtRBSiKt/oovX6m/asoqWIXi0CpCMZ96Tqu1WpoNBqo1WqFeAGOhcJbdEnmMm5z7lcdZ3Qzx/bi53x0nsIgf69Wqyl2IRYDo6iuvzPqQkVS7VcFSG2Xn+kcY7SGCp25eWpfuh4qdsYYg9z1pWusYi6F3E6ng16vlxy62paeQ50j14Xber1eKhjGgmrMpOX1yeuYx1cqlRQZUqvVCqJ/LpKDMQy8liddKzx3mpk7HA43OYXZDiNLopBrZ+7BYDF3D6FL96Acurt1L+7E/cB9d+LQNdNDvEZy5z6e2712xU5yEO21SyznKLfTxxiTY5rv17v9dyse5/v2yWGv7tv77dD1PdkYs12GwyEeffRRtNttXHPNNZifnwdQjCgAUHiPj6/rdnXO6vGav5oTc9WZyz7YBgWumP1Kpybb08fUKdw2Go3UZ61WK4yHwh3HdqV4Bc5b55jbP+bebuVaVmGWcG2js1aLZ8X82igYxogFfs6+6UhWNMYid3yco/YV3ccq3qvgGLOCFXWpRod2rj2K8RRe2a+6bSuVSuF6UUc4nbkUh1W8BZCuJV5/KjRvtSb6WVzHGKmgY+F4NFpEneD6JYRzcg8Wi7nGGGOMMcYYY4yZCrrdLr7whS+gWq3iZS97WSr6BGyIiPooN4UvzXxV8ZGipToigadFPIpiw+EQnU4nvVPMVaGSAuj6+jrW1tYKcQrcV8XcXq+H0WiUHp+v1+uoVCqYm5vDwsICZmdnC4/PM2pA3bGxkJW+q/BJQY5roXDcuWJm2o46kCkQq2s452qmc3PSY/XR/ct+Y8TBcDhEr9dLzuVJjuMoEOu51T5UyI2xASqE6vxjjAeP4boyK1edszz3Gj3AttUxy3c6nDWLme3xellbWyuIxrHYmX45MBqNCm5pXdPooOY2jpljUjcu3cH9fj+tU7ymeO6Z16tfhDhe4eCwmHvMmXYXxEHntO3WvXJc8gVzjtWrcV/vxgmWOwd77QaOc+LvmplpjDHTxF7dr3fy7/BRubft5B5xVOa0XbbzRM1u2tmqjWm6PnzfNubkokWXossyOkDjY+UaIUAobulj+1G8U0ei9qmPjnM/Cnv8TEU5ilqxLYqjfFFY437RVayP2kehcqv3HDmH75X226pPdaJyjrGdXJSDCqicv4rkWvwsnp9J48y5gOM2FaMnOXaVGBmhBfFiGyqkcj8KoBpBwLWIAmrsQwuJcU30etHrRvN4c5m5cW1IzM7VuWrfMbtX4y10HTRnml9ymP3FYq4xxhhjjDHGGGOmiiik5vJqgQ1hkftEJy2zRfnOnNGYFUu3bSzixOJUw+EQ7XYbg8EArVarIGxRhOP4KIpp5uni4iJOnTqVMnNLpVISvhjJwOJWLDzG7FWOM2bTRtExRjbkMlQnoREPcT8VbzVaQOfJvrm28fH/6KRVUV2PZxarCpg8DzrO3DWg7am7Vs8p5xCFfJ03nbHRqaqxCOyvXq+jXC6j1WolJzYzZbke7G84HBbWVgvsdbtdDAaD5AznuNlXvV5Pa821HI+fzs6tVqubCqPFKAWeD/1CQ8+nzjMn0qvLnWvMca+traHX62F5eXlTjIXZHyzmGmOMMcYYY4wxZirJufxyjsNJbkkKXxQQ+YoiaE6E0ixRCm3qwmVfkwqWaXxCo9FIRd2q1WohqkBdqSpixxxboFjELec8vdJaqiuV7XG99J3b4nt0qqogyD6i41UFSBVRYzyCkota4Dy1SJpuj/PULwPiemmb3FevC3XK5py56u7WefB6mZmZSWI9hV0Sc4BVuNW8ZnW9MoKDx3P9KETHc7fV+uSygXU823F567WgOdN25R4MFnOnlKt9tO0gH9eM7OTxvGmPV4jHT8Mjh/vFTuIWJl1fuSJkh4EL/xhjDoqt7gvbufcc5v16GjkJ9+urneNB3a/3OgJpJzhewRgDbIiw1Wo1OTXVdav7qYil7k8eW6/Xk3uxXC4n12W/30en00kOzNFohGq1ikqlgrW1teQ6XF1dxWAwwNraWspdVdGKgluMEyiXyzhz5gyazSbOnz+PU6dOFcSvtbU1lEol1Gq1QlsqSjNLlgIi+86JoFwDiovRfZyLFVCRW8ehkRHahmakalEwzWHNiYUqFtPNOjc3l5zSPDccTxSq+aIwOkns3SpaIedipiBJ5yznvr6+jk6ns6lIGftmZiwF12q1ilqthl6vh7W1tYJTloKuOpLpzKYjt9VqFdzf7JM/NxoNzMzMoFarpbxljoX7aSRDFHb1vOcc3/xbA1D4e2BhOv37KpVKycXbarWSI9dC7sFhMdcYY4wxxhhjjDFTC8WpWNBJtynqwKVAqKKlugopSKrjUkU6Cm5RvNTH2NWZy/FQbGs2m5ifn8fc3Bzm5+dTgTTNJlVBUTNVVVBle5qlGoXTWAQLmFxALDp01bFMors251jlO0XmKKprX3petFAYhU6eIx6TE4Xjudf2c27bSWJubFvnGoub8fcoguucVISm6Nvv91GpVJJjleuj55LXGIurUUjVLwi4lhTM6/V6mj9FYXUsz8zMpAJpuexj7hN/5xcd0d2bc2+rY73b7cIcLBZz94Gl7/8SAGD5Y8/bl/a3ckrsV8Gzqyl0dZjumL12lUzDnCaxk7nq+Yvndq+uoasprLYbcv1MewFAY8zhst/3662Yhvv1NN3TTsL9ejdzPI73a2OM2S6j0Qhf+9rX8NRTT+G6667Ds5/97CuKkRF1J+acqswJpUALILlmu90uOp1Ock7qI+6ajxsfu9e+6JClk3F1dRW9Xg/tdjsJYVpYKgqPdFyqUKy5uOpSzc05QjFT4RwoCur6aOGu8Xic1kqdozGGQMcX83BVyKxUKuj1epvcxDHrN+bu8jPNb9X5xQgEFaA11oKosMx9KL7Sva0CNcfJfngOarVaOl/8bHV1FTMzM+h2u+nYSqWS5qc5taurq+l3Pe/6pUK5XC44melwptNWc3npsuU66ZcQel547ikG00VMh69ea/plSrfbTX8b5uCxmGuMMcYYY4wxxpipYjwe4+GHH8bDDz+Mubk5POc5zymIuRQ4VVyjoAVsOA3VwaruXnVFUpwFisWv6Jak85HtcnwqVEYxNxb7YuZut9stiLmVSqUgCse2KeLpnKL7N4q3cYz8mW5KHkNxmEImsCHuRrcx14Zropm5WgiN4q46VXWN6MDl3JghTKJIm3Me03Gqoq1eG+oi1RxkdUFzTfRYLeylEQcUNyl46tpTAKXQymJ7jNEAkMRcFXIpoFIg73Q6BSd2LmqhWq1iMBig0WikPqPAz1gEzo1rxPOk8FzH8xJd3yrCq6OdjnVz8FjM3UcO0/GzV9jZeDSJTqSt3EB04uy3S+wwHT/O3jPGbIXv12Y/2Gu38Um4XxtjzCQef/xxfOELX8DS0hKe8YxnFJybk9yaGrGgLlF1kGoxMQBJyFMxMydqct/oBNUXoftU4xrovqQI2u/3U/sU5/iKc4qP9edQMVddpCrKkSjmahSBrqs+Vq9rRyGUomZ0Keu8YgE0irnqZqVAWa1WC27ZnHirQu2k9c+dGxVAYzvRvRv75XrFqAgWtavVainflgJtt9tN4quewxgHAWw4hbmePAcUfIfDIer1eso3Zs6zCv48RkXeWMBNr2u9jvT60qgLFlujsKyCvjl4LOYaY4wxxhhjjDFmavmLv/gLfPOb38RznvMcXLhwIYm0wEbcAkVYFXH1cfHoQtXH72N2rWbpanYpBccYh5ATKzm+drudHtVXIZUiXrlcRrfbLbhZoxCnj/dzPjFfVoVVdSDr+FTcVSFbBTmugYrcGj/ADNlIFB95fBTXdVwUstU9CiBl6LItFj5T0ZHj4RpRAFaRVNdC3dLxHMQ11LiJ6BSmqEmnbaVSwXA4TM5cLZRGp2yr1Sq4ifXc8Zoi6tplXxSXGYEAPB3rMB6P0Ww2MTs7m+au7mV1K6sAr9e/9pu7juma5rG9Xi+9NALEHCwWc6eMacp2Uw7apbETN8thrNk0ZvFtNRZuO8zK1Fs5ifb6+op9PXH7TQDs0DXGHAyH+W/tYd6vp+meSKbxfq3s5Emag2I3dRKMMWa/icWriApz6tSNrt1cG7GgVRT/gGJea+w/J+jGMQMoCJR85890vVK8zOXAansqyMa1iGugTmQVVnUuOg+NksgJdOruVUFYxxvjCuL50YgIwvFRIFVBPZ7TKODnzllu7dTNq2JpFMH1Z45ZHbW586BxCxRgKeqyUFkUbFUw1eiFOAZ+iRAduiw21263N7ln4xqrKK7t6/Wj55P7Mt5DXdD6xQfXJ7feZv+xmGuMMcYYY4wxxpgjhboIAWx6zFxFrShU0W0b3YtAUaCKoi/jELStKGgS7tPtdjEzM4NGo5Eej19aWkrO1JmZmVTISgXdKO6xHy3URkcoj6NrVwU4ZtzSAatOZbaTiwDIxRVQlOTaqdCYG28kJ8ZyHXq9XhJDdU6kUqmgVqttioCI14IWlNPx0blK0VqvCxU6dS5sV53C3E8d1IPBANVqNQm4HAfXfTAYoNfrJYctc4JrtRpmZ2dRKpWSA5YO83a7nY5jTEKv10vzLpVK6PV6qNfrmJubQ7PZTEXRSqUSGo0GSqUSarXaJkezOnO5/pwvr/Ner5fiGxgVoQXb2HaM7TAHg8XcI8Q0uDV2w1bjnkZHyk6YdsdPZCuH7nay+K7kztltjp+zHo0xR5Wjdt/KEedwVO5p085u1nE7T9Lsxf1audI92PdoY8y0EsXc3HaiYh0f548ZokSzUPXYKPjtFC2IVqlUCu2oEKkO0xgZQAGV7cXPJjlMKdxRFFQnKPeflBGrc1dnbi7OQOejQmqcT0Td0iq0aluxbV2D6LDW9dC5aAwHhfQYQRHPmb7YP8VU7hOLodF9zRzdSqWS3M5aUK1WqyXxVTODuQ78QoLHxexmFcJ5XbP/GPmhWbkUlSkcKzMzM4VYBxXcY5ZwvI7MwWEx1xhjjDHGGGOMMUeKSQ5OoCjiMecT2BBUu91uwbEaC1BNEnJjNIMKm5pVCmyIjtVqFZVKBbOzsynftNFoFJy5moerj96zT/arQiLdotrOcDgsxBnkYhD0EXmi863Vamg2m2l/XVMKgMyC1X2iE1fXSs+HitW6Zvyd7eoaUyxl3+oc5vzVEawFvPg7Xb3Mw2WfuegMjk9F0UnOXIrjdDhTMAeQogoWFxfT9ba+vo5Go4FGo4FqtYr5+fmsuM59+/0+ut0uBoMB2u12ElVVmF1dXcXq6moSiMvlMprNZirMNinPWH+O8Q5cN/bT6XTSHEajUXL82pl7OFjMNcYYY4wxxhhjzNRDMZFiWYwFAFAQ8KLAqoIo28llz07KrM25GOP+MVNVC2VR2FWnJEVJCrBRmNaibQCSq1cjBTjfSREDOaLblXC8MSqBUQwcTxQfdbxsZztrpuckJyzGc8u555y+0V2bE441qzZm/OYiNyhYRhewOn2jYxlAcmDTmavzZBxCrVbbJIpyHHTzsm+Ku+vr6+j1eul60IJ9WiyO19SkAmUUaXnO4rnWn/n3ogK9upPNwWMx9wBY+v4vAQCWP/a8K+47bY9r7nfRi/0udDYNhb+OOju5Braz72E8runCZ8aY7bCT+/W0sZf369w9c9I9eK8iGfY7dumoxSLtht1eA5OO8/3aGDONPPHEE/h//9//F2fOnMGNN96IRqMBIB+BQNckUCzoRVcpHbnRbauiVXQd5hzA0QWswuDMzAxqtRoajQaazWbKNdWoAxWjNTNXxU32HR/x5/jZnjpGVcwtl8toNBoFQbNWqyXnsDp46/V6oUCbin4Uoek+VecthXHNouU2ja3QtRsMBmneKmazvZxYqO3pHFUIzvXHfdSxmzuXnDfnG13A+orXRqVSKeTPcl4q5gJAo9FArVZLrtmcw5tjpPhPN6xm3HLN6TSn6Aoguc7X1tY2rcMkEbZarSZHMufMjFz2xWtjZWUFnU4nud7NwWIx1xhjjDHGGGOMMVNPq9VCq9XC2toaXvaylxW2qSibc+Sq6EoBNFekSwWx6P6MAuEk96uKsZVKJbkwWYSLqIAZYwg0NgAo5sNqfitdmRQP41w17oGw4FYUoSnk6WP5XBMeFwvLcTszXnNCZ3TAxna5jQXd1NWbc4Dm8m21n1z+rx6nMQzRVR2jFnLnJAf305gFdfVqlII6tFXIzwm6KtxTSI1j7XQ66HQ6GAwG6Ha7qVia5tyqS1mvN6IOcl4HGuWgjmQA6PV6WF5ezq6F2X8s5h4gdPwAR9P1c9hcTYGW3L576frRto6z62cv2Cv37nYKwNjhY4zZDb5fb2a/n6TZqg0/XXM4bHW/3mvXru/Xxpid0mq18MADD2BpaQnPec5zcOrUqULcgEYXKHwkfTAYpOzU+Nh8fKw89/i5ZtjGF4mP3VMsU+cjsLVgGB3D6r7VMeXETXWqKnFM0flL8U5R4VPdzNoHIxjYN2MscusTHb86DwqcvV4viZCMJqCYSVGY7uA4Tz0/nFdcB14buSiG2E508qr4Gscfj5lUaC86cvmzXhs6jty5ZrsU54fDIZrNZsoGpgOd50JjFbRPOoRnZ2dRrVbT38d4PE7H81pZWVnBYDBAp9OBOTws5hpjjDHGGGOMMebIsLa2hs997nOYnZ3FwsIC5ubmCi7OWNyL4pcWlaKbNSemxvxWfs53OhVjTIK6KgEUBD8+bh/zUaMgqO8xqkDdxDrfnJALYFPOqbpHARSEb7ZFITvuxzmwffYfxVwKwjG2QNvT7ZxPFJVVzNXCcOoKjmKuupfp8s2tizqbNXoi5hYzXiDn4o6CehS5c9ePitfaj37xMKmgXxwv10zd37xGVEynY7fX6yWBV53cFHErlQrm5uZQq9XQarXSddDtdgFsZDUvLy9noxvMwWIx95DY61y+/co1Y7v7nZ27G05C/t1esV+upu2s/W763o7rdivs8DHG7BW+X++cq3mSZr+Z9idpjsr9Ol5nvl8bYw6L4XCIv/iLv8BgMMCZM2dw6tSpQmaqZqsCxWzXnGOVbVLs1WJrPH7SY/axHYq8dLr2er1CITQV8KJ4q5/pu7at84rzIxSvo6OTgisFUr7HeeSiDOK26ELNiZnR0ZxzrWrcwHA4TM5pCrgxAkH7zp2TuEa6jjFjeZIYnjsXsfCYiqQ5sZ37xUJk0ZVLYTUXxRHnol82qFCugjz7oDuabTGnWM9lhPPSvwP92Rw+FnONMcYYY4wxxhhz5Oj3+3jwwQdRqVRw4403YmlpKetipDjGx8dVdNRIBj5W3u1204suRiCfy6vCH12kwIYrVzNLB4MBGo0G5ubmNjl0txImc+RcxRRAOc44V50zxcNGo1GIL+B6bSXmUoDk3ICNYlwq6upYVETlvhyfFnfjMSwUx7Hl5hHFYj2f6pqObmtd89yacnvOaUtxvt1uF95VyKX4TPGT151GO2iebrlcRr1eL7zrNafiLK9RFcP1nT/z3FDcpRjb6/UKDuwI22+32+j3+6nI2aVLlwrn2xwuFnMPmatx/BxkleHY1zQ4f8hBumymyfm0HXbistnJ9bSbvOK9dujGz+zuMcbsJ0ftfj1N9yk/STOZ3dwbj9r9OuL7tTFmr6GQtry8jMceeyyJpZrhCmzOkI3OUrouKbzFok8UxlQ4VHclC1pRfOS7CpWDwaBQaEpFOxUi+fskcjmvMbIgPvqv2zSaQffRdnJj0WMmoe1EEVfjH7jew+EwW3RN5xqjJCiW5sTmrdy2k9zYumbR+as5y+pQVacq56Prwn2iOzpGKERnLq8NHZeKuSw0N2kNdP4aHcH1pTOcDl09xxR3KdpS/GXchIXc6cFirjHGGGOMMcYYY44s4/EYDz30EL761a/iec97Hl72spcBwKZH2zVDlsIYHY2dTgfD4RDLy8vodDqFXN1qtZrELoqhwEbWKYtzMbtUc155TL/fR6/XQ7fbRbvdRrVaxfz8fCpeVSqVUK/XUzYp5xULb2kcAQW6nGidc2zq4/icB/tTgZAioc4zjiHmEhMKtLHwF8VsdY3Sbat5uITryVccC8cxydUc3dTqFp4kgMaieL1eD6PRCO12O2XPdjqdFEOgc+H6Ufhtt9upWFiv1yuscZxntVpFrVZDpVJJRcjU2azXsUaIlMvl5GzmedV4EX0HUBDFGWeh1wyzcPm30G63cenSpWxMhDlcLOZOCXudybcTtuPeiU6LrZwXh+kG2q+suSs5TabNbXSlddiOc2Y353G/1l/HcpAON2OMiRyV+/U03qf36x6hXMmZPG336yvh+7UxxmyfTqeDTqeDlZUVrK2toVaroVarbXLgAkUxT4VGdeXSbRmzaTWTVF2PKjxS4I2CItscDocolUrp0XuNeoiFta5EjE+ITliNP5hUQEsFV913kvhJETnnIs45c+NYdExRgNV4BK5HrsjbVuuhY+c8VcSfFJURx66xChRl6VKlMB1zfweDAfr9fnLlRhFZ3dg6N3Xmcn3jec05i/V65GcxfkPXlX1RDNZ1U8e0/l1s5zo0B4vFXGOMMcYYY4wxxhwLvvnNb2JtbQ3XXHMNbrjhBjQajYlCmBawWl1dRa/XQ7vdTo+g0zHaaDSSoKcux2q1mnJnm80mqtVqyqClQ5eCHgVifWy+1+sVxkSHbq1WS21rASwVRCnEUXhTJy2A5BrVQm4qZHIO/Lzf7xeiD3JFzijw0YlMB3IUHnW8GvPA9aOrVcVaulMbjQbq9Trm5+fTOsbYAf1ZRWidk46X8+J2jTWIqJOZ4m273Uar1UqxA6PRCN1uF6PRKOXX6hcB+s7zWi6XMTs7i3q9nr5kKJfL6UuHZrOJWq2W5s3MWmY450Rwde3qGuva6DbOn2Jxs9ksCLfdbjc50lWENtOHxVxjjDHGGGOMMcYcC9bW1rC2tobx+OlCTtVqFQA2uVaJZoNShBuNRkns40uPU6coBU0+Lt9oNFIhK3VOsl2KfjknJDN1KcTRpak5t/Hxex6fc/TGfinARjcnj5n0KH0URvlzdHaSnItWRVWKkhqdEHNjVdCOsQ45By2F5BiroGKlog7ZXOxCdOXSkatFzSjmUtzVPF29VjivarWahPAoKmtUB88Tx0ARnNeN5h/H8x3PRUQLxHENNP6C4rSZbizmThnbeXzzMB5bi4/wbTWGvSi+kmt/Goq5TMMYJrGdRyav9rHbSY+nHsSjs8YYM00c5fv1XhY1ndb7dWSa4hWO8/3a0QrGmGlieXkZDzzwAObn5/G85z0P8/PzSaSiGNfpdPDkk0+mjFMt8qSPvJNJ4h8FXbpLNQOWolytVgOwIcIyR5eZrBQGKaixvbm5OVQqFTSbzUIkgwp3jG3gdgqadHYyr5cu4nK5jGazuUncpaBH4VSFZc0MVtGRonV07+bWSdsZj8doNBpJtK3VaqjX62g2m6jX65uEzxg1oOJzjBmgYMw1zaFOYsI1YEQCnbma8Usxl+eOTl1eMxTyuX78nQ5vzosu5Pn5+fRZuVxGt9sFALRaLbTb7ZSxzHOTW9c4ft0nupPVtcxtnGO320W3201Cs52504vFXGOMMcYYY4wxxhwr1tbW8NBDD2FhYQHPeMYzMDs7m7apmLu6uorBYJAeZSea3QpsOBop7uZyZOko1WMpQtJhSoGMbk6OhSInxbxSqYRGowEAqNfrqNfrSaxlOyoME3Ugs+1ut4tOp5NcyrVaDXNzc2nMKoByLjpHzfodjUYFJ3LMs9XH+7dyATOXl+3wxRgCCrnqoOWxKuKqwMtxa1yEFvlSwTsKlRrXoDEJ6tbmS525fKe7Nmbg8jxyO9/r9TpmZ2cxOzub1gAoFl2jmLu2tlYQavWLgklCOqMpYv6v7qvXiQr/mvdsphOLuVMKHT/Ahutnr90OV+Oc4bF77dDdb8fvXjMNTp+duGx2s3bTMMetrotz/+reAxyJMcYU0fv1E7fftC997MX9WplU1PQ43K+n6b8RIsfxfr2T/zb1/doYc1j0+3189atfxaVLl3DNNddgYWEh5aB2u90k1qkIRjelPvrOrNhcnEC9Xi+It5oby/3idoptFCSZ01ur1Qq5pZ1OB6PRCPV6PYlxUeDUdgCkY+m0bLfb6HQ6qFQqGAwGyRFL12vMjo3FzVTkVEEQQFb4i2JhLq94UtE4irmThFzgadE2J2JzXxWj1cGs+1Cg1rYpeNKZqznHKtDTZavXRBTwtYAbBf5arZauLb6Yn8vx8Nwz9oNrTuGYfXGeuSJu2p7mFDPGg+uiERLMSS6Xy+j3+1hbW0O327U7d0qxmGuMMcYYY4wxxphjSa/Xwxe+8AVUq1W89KUvRbVaRbvdxurqKjqdTuExeQBJxGUhLromo/sUQBL6csXKVHBTsY8OVEYvrK+vo16vYzAYoFqtotPpoNVqYXV1NQmyfCyfwqGORwta0ZFKca7VaqHT6SSXJ4XEbrebim9pDADHHDN6KQ5T5KxWq0nU1agGAJvExfizCtmMVlBX7uzsbPo9uk6jIKtFvVTI1TxaLRzHfXnuKI6qYK2xF71eryD6Uuzke05YjS+Kv6VSKbmrG41GEtQpCtOl3el0ksCqgvJwOES73d40loieQ71GORdez1qojS+2ubq6isuXL2/jr8scFhZzjwAbrp+n37fj/KGjgy6N/cpIU+fIJHfGXjuKd+L4uZpcQD12mp0+V8tBO3n26nqww8cYM23w36WdOHTj/Vo56Dzyo3q/nnb2+jwe1H3b92tjzHGCguTly5eTkKqxApoRq25RFRhVPKOg1uv1UlyACppEhUc6TfnSR/1V5KWbUp2Z6+vrSeQDkH2cn9BxqUKnZttSWKR41+v10nHcR9tS9ysFQK4BHaBRyOX2SQ5djleF0ehcju3EdY0F4VTkjPtFYVlduJxnLopARdnoEs5dO9GZTUGZgjfFc3VFk0nz17myGJ5GdXD8/DmuhxacG41G6RrgdcJrRd27PMdmerGYa4wxxhhjjDHGmGPN+vo6vvzlL+NrX/saTp8+jdOnTychlmKiFqmanZ1Fo9HA4uIizp07lxyVKrYxpoHOVz6+ro/cU4ijA5X9UXwbjUZJYJ6fn08iK4AUj9Dv9/Hkk08CQMpY1XiCKMKqAFoqlTA/P18oAAcguZLpLF5cXCxEH9DNSqGPYl+n00n7MQtWx6JF2DRjlu5eFlCjqKlxFjwPnEOcC4CCwBodutGpGjOOx+NxmjPjC3JCbiyEl3PBqps7nm8AKT+Z88xFMGgMB68Nrj3XQteUc+33+4UCet1uNznMmRGshdBUxAeQnLl0A/M8LS8vp3xeM91YzD2CbMfhsPy6YnVtdXHsxiESXSC5NraTozuJrRw4e+n43Y7b9qhVYp6GTNudcDXXCWCHjzFm+tnJv1Pxfn21Ls7DvF+TSZm8OxnDXj0dM+33yGken+/XxpjjCF2HzJIFNkQvuhUrlUrB8dhsNpMYxnxTCoyx+NekfNHo8FTBU92lFAzZV7/fTwXEKNJRyKNwx8JZdPdqf4x/0EJZmn/LNWFWK+ce3bSa2coxjUYjlEqldDwFavZFQVRFXHULR3Ez/p5b00lFuVR8zIm/7JPnTDOBo7tXRVBGKeRiJBgVQWLEhorsKlITrl/OWZxz9+r1wXdeGypsa/E3HacKzerW5bWghd7M9GMx1xhjjDHGGGOMMScG5uUC2CTsRYHx27/925Mzl8JYq9XCcDjE8vIyOp1Ocp7S3auFtwi3Mf+Wjlg6Kym+zczMJAFZ++J7u91O+1Fkpkv2zJkzqFaraDab6XN9dJ/CHdsZDodYW1tDp9NBp9NJsRLNZhMAkjhM8Xh1dRWrq6tpTs1mE4PBALVaDYuLi6nPmZmZ1A8jIxh1USqVUl4s14J90qUbIw3W19cLojTRQl4UlKOgrjEIwNOZyHRPU7zUTGDdV4XyGIEQHcQqwGpWLoAUlUE3sF53UWymOMsvF3T+wEZcx2g0QqVSwXA4TJnLg8EArVYrfWERC7Nxznz1+310u108+eSTKaPXHA0s5h5TmLP7PR/b7MjhtuWPPW/Ttu2yVRbvTpwc23HbxH32yjl7Ne1Ms5PmajmojMbt5C0Tu3uMMceVre7Xe5Eje5D36520u5N78JX2PWr5unv13xC+XxtjzO6hmLUdVlZW0O12C05MCoiMHaAIRwGOwlzMao2CH7AhIGtuLEVfjTwgMRuV7lmOj45c5uSqCDoajVAulwsFr7geFFtzkQXRwck+Z2ZmkmioxcRUzKVQquuhEQIx+zcn2hJ1n2p7MRIixjDosbreOt5cPyqCxgJn0T0ct2ler7pludbxSwSut7qXea5UyNU5xvnoPnqNKHEsLPRGIdscDSzmGmOMMcYYY4wxxmR4+OGHcc899+DChQu46aabUK/X0ev10Ov18NRTT+HSpUvJYVqr1TA/P58t/DUYDNIj/cxHpUNX3aF0mFarVTQaDSwsLKRsVC1uRlFQ3b4solav19PvKsqqq5OCK4AkStNFS9GXsRJaQEsf1e/3+3jqqadQqVQwGAzSWPj4v8ZVaNyAjo+iMz+js1fjDxRdAxWWgQ2RV8VNAJvEV84jl3XL/QEUhFwV27X9KMxq4bF2u43RaIS1tbUUUaFibq5IGvvR64Bj0X7Uwcs2dW6NRgPD4TCtKcfGcXQ6HTzxxBNJdDdHC4u5xhhjjDHGGGOMMRmWl5exvLyMwWCAl7zkJQXX6draGlZXV1MswSRHLoDkhC2Xy8nFq8WuACQnpj6mX6/XUSqV0Ov1UkyBxgTEYmgUVCmU5hyk7I+FsNgWxdHoRNZCYRplQMFS+2axrxgzoREMWhxMxUx15mp8gcK8V7405zYWfstl52oBupyDl2isgoq4WsQu9glsuJhZoGwwGGTFXEYnUPxmu8zZVcey5vhGUZefxzZ57rmumn1MV3mr1XJG7hHFYu4xh49v5uCjcntVWCQ+7rdfjz1u5/HNqy3aoW1MK3G9r/axzYN6XDPHXpwvY4w5yuTv109/9sTtN227Hf5bvpN7wmHcr/e7COlJjEPaq6Jxxhhj8iwvL+Mzn/kMqtVqyj596qmn0G63cfbsWdTr9ULmKQVQipMUDymaMg5hfX0d9Xo9CWz6KH21WsXs7Gzan25Xzb5l+4xUoHgbH9enKKiCnsYzaEG0wWCQnLmaDTs7O1s4nmPm/PhSNO5B3bd06PIz5uXmsmgpYLJ9FoGjozQWJ9P3rSIUKOqquzfumzs+J/6qe5nCLUVcCvHMV+Y8VPzmuwruvF60eBzHruvB8VNsL5fLyZnLfXXNNE7DHE0s5hpjjDHGGGOMMcZsweXLl/GZz3wmu61Wq+H06dMFUY3iLdF82n6/X3Cqcl8WRKMrs1KpYHZ2Ngm+2j7FXM3MpUiqblEKg41GIwmNpVIJ/X4f4/E4OWQpPLMYm7qCNWJAncndbherq6vJhQpsiMIUtufm5tBoNJI4XK/X01hrtRqazWYqfqYRA7puXCPm+rIv3S8WKOOx6kyObfKY6K7N7av7az/qvOY6dLvdVIyMBe74TrfucDhMURpcf41X0KiJmJOs51jjLFQI5jrHgmfqHJ40ZzP9WMw9wbBIxfLrrlwIbTdOn6sh189unL9b7bMb989xdPpcyZG7E0eVMcaYvWcn9+tJbPUkzdWwV/frrfb1UxtPsx1H7qTPfN82xpj9ZW1tDU888QTOnj2La6+9NsUMTMp8VfemPk7PR+Lp2NV8VGBDIAU28lz5ueatEgqCKvQyyqHX6yUBke/su9lsFqIaKC6yX42KoLuVheAY1UBxU4ubsT1m/NKZy2zfGAkR1y9+psW/osCqObpx/VUIjcJmLEymqJCrBej4UuGU7m0t/qYRB71eL52LSqWSnLoA0rmKwnyMnsgJvXqe4rEa15BzF5ujg8VcY4wxxhhjjDHGmF1y6dIlXL58GQDwkpe8BKVSCcvLy4WCZirM9no9AECr1UoOWBYuAzZiA1hYjA5aLaimrlyKptFtqvm0jUYDwNNCXr/fT/EIFB0pJvORf7qCVTRW0bRUKhUKt62urqb3wWCQIgWYB8sCcfV6HXNzc6jX65ifn8fs7GyKWtDCcdFdrOKrzm2SmKvF2lSAZTQDx62iq+YC8zh1JKvTl+NhO8zD7fV6yYGrTlgtPra2toZWq1UQ0BcWFlCpVLCwsJA+4ziiu1jnEoVo7q+ZxxrPkVsvc/SwmGtSTt/yx3bv+AE2u3MOM4N1O0SXyl5kCB8Vrvbc7LXjZ5Lrim40Y4wxO7tfb/VEzV7crw/ySZWd3GOO2xM02zk328mdv5r79nac0b5fG2NOOhQP2+02Hn/88ZR/yhiFKLhxfwq1FO5UgAOQcm1VxNUsXhLduHzXAmMqUPJ3dYCqEKyFs7QdbmefKggy97fRaBSyXylUa4GzXMEzXUt1z+bcuDxGC5PlIi20za2YdOwkdzCAwvnQHOGYYauoMB5dwczV5bVA57Ousb5TzNUicDkXrzpygY04CF575mhiMdcYY4wxxhhjzInhU5/6FN7znvfg/vvvx8MPP4yPfOQjeN3rXpe2//2///fxgQ98oHDMLbfcgt/7vd9Lv1+6dAk/9VM/hd/5nd9BqVTCbbfdhl/91V/F/Pz8QU3DTCEPP/wwPv7xj+PcuXP43u/9XiwsLGBtba3wCL0+Gr+2tpaEzlqthtnZWVSrVXQ6HfR6veTipLOShazoOq1Wq5tEYmDDicpMVr6438zMDJrNJsrlMjqdDkajUSo+FuMU6NSl8KpiJAVFCsXM7lVhs16vp3k1Gg3U6/U0HjpyKf7S6RrFSRXDVWS+UvYtxVIVURkrwfGqIKx5vep61jXmuaOA2+v10juLx3HuGsfA88HzDqBQDK/f76fzUalU0Gg00jlRIV7f2Y9CxzS/LGDsA7etra3hqaeeSqKzOZpYzDWJ7Th+dpKdu9U+k5wmWx3DbTtxEO3kmK1cKsfF6bOTtdtJRmHO1Xw1GYd2+BhjzGT26okaspv79Xba286xk/rezb3+OLFf9+urOSaH79fmqLK2toYbbrgBP/ZjP4bXv/712X1e+9rX4t/8m3+Tfufj7+SNb3wjHn74Ydx9990YDAb40R/9Udx+++344Ac/uK9jN9PNYDDA8vJyEmQZHQAUHZ0ACoXPKNbSdcrMXLp2NduWkQqaiRoFSM2SVVctoeuTDl86QVXIBVDIuqUYGYtvsT+Os1arpdgG/s78XbpOdVw5J2zO1ZpzqOpxenw8TkVL/TmKtZGcy1Wd1VqATF+5Nidl8VKYZ9Ywz0tOfI7weiDR9avz01xfFpAzRxeLucYYY4wxxhhjTgy33norbr311i33qdfruHDhQnbbF7/4Rfze7/0ePvvZz+IVr3gFAODXfu3X8P3f//34p//0n+LixYt7PmZztFhZWcEf/uEfYm5uDi960Ytw5syZ5MJUkZXiXbvdTkIpRdV6vZ4Kl6kYx8JlKhpyGwVGYMMJqrEGQLGAGR2bdAHTJarO3nK5nFy8FGBVGOx0OgWxObqFKeIyK5cF1ujI1SzhnJBLIXo4HBYycaOLl9AdrBERANJc2TbjBjT3li7XKDTrWlHM5v7dbjdl5TJ/lxEGPCd0xzJHl20p7FszfdkfBWktLse5cL6MzKhUKqkvjo9fMrTbbQwGg11d02a6sJhrNkHHDzDZ9bMTh26Oq3HR7ObY7VTbvpr2t+JqnEnb4TAdSXudL2yHjzHGbJ/jeL/OHRvvo/t135uG+/V+O3L3Ct+vzUngD/7gD3D+/HmcPn0a/81/89/gn/yTf4KzZ88CAO69916cOnUqCbkAcPPNN6NUKuG+++7D3/gbf2NTe6xeT1ZWVvZ/EubQ6Pf7ePjhh9FoNPDsZz8bp0+fTsJhLuuWIiojCyjOaeEudcFGByjb1hzUXKasFvCq1+sol8sp4zY+zq+5uY1GIyvmUjAcDocFR6m6UNWVG/Nz1S08yZHL8fBdhWIVZGO8AoVoFYBzEQwqhKs7OZfjq+2wbwq1WkgtOn5jvm4UqxV1PWtMBAVjrrfuW6vVCtcWx6RCcrfbRbvdnnDFmqOGxVxjjDHGGGOMMeb/57WvfS1e//rX4/rrr8ef//mf43/8H/9H3Hrrrbj33ntRLpfxyCOP4Pz584VjKpUKzpw5g0ceeSTb5l133YV3vvOdBzF8M0UMBgM89NBD+Na3voWLFy/i3LlzSSjl4/XMwY0Fr/gzna4UAWOebHSrAkiiJLNua7VaElvpAGVebblcTmIk3a/a5szMTBJzuY0CIYVIjVXgOOg0rlarqX86fNmeZtTG+RB1JNPVyrF2u91NebocL0XQWq2W2mFGLsccheBJxd1y4+n3+0nUVUeuxi5Q8O12u8klq85cFdEpcs/OzhbEbo3lYP90JKswrGIx14uO3G63W/gyyRx9LOYaY4wxxhhjjDH/P294wxvSzy9+8Yvxnd/5nXjuc5+LP/iDP8BrXvOaXbX59re/HW9961vT7ysrK3jWs5511WM1081oNMI3vvGNJKyePXs2CZ/cPh6PC4/PDwaDFK1Ad2zMbqUQDGwIgkRFXW7TrFsVOTXrluIjj6FgycgH7UOjD9imOogBJAFXxVy2wwzeSa5ZoChessAYxVAKle12uyACM5qCx6v7lyK2iuk5N3AUcDV2IrpmtdAbBWZ11HIbBVxGWahAS8czBW6K7FGkj0XbdM35uUY1cI1arRY6nc42r1hzVLCYa7bkSkVW9HHAo1aA5DAf05x0zE7GtJN9D+OxzUkRDLn2/bimMcZcHXtdFG2aOEn36+1wNffp3L15J+35fm1OKs95znNw7tw5fOlLX8JrXvMaXLhwAY899lhhn+FwiEuXLk3M2a3X65uKqJmTxRNPPAEAOHv2LC5cuFBwurL4mYqDFOb4TjQHVsVFhdu1+JmKsRQ01YmqMQsUC7UQmqL7AkiP+Md4Bc3r5TEqQHIOHA8FSkZGjEYjdDodDIdDrK2tJTGX8Q69Xq8gxjKjl05Xjo1z5lzYB/vWcal4q2jhM4q3KuLy3HEfdQ5zX45dBV2eIy0Mp0K0isM6n1gUTwXkwWCA1dXVNDZz/LCYa4wxxhhjjDHGTOAv/uIv8OSTT+IZz3gGAOCmm27C5cuXcf/99+PlL385AOCTn/wk1tfXceONNx7mUM2UMh6P8c1vfhPf+ta38LznPQ/nzp0DsCEwUsxlZi7FQULxEdjIWI1Fv9R1SyeuCoXqAlVBmNAtq21yDBrroNmsdA5zf2Aj6kC3cQ46dhV+GSvAbevr6+h0Ouj3+1hdXUW/309i7mAwSJEBGuvAMXANKeZyLTTCQokOXl3jSZEPWmCMObbqzOXvFHO1GBn357liPjLXIArgvD5U6Nb4BTq7WVyPEQtPPfUU+v0+zPHEYq45FA6q+NhBkZsPnS57XSRsv9iJM+eozMkYY8zT7PZJmoMqPnZQ7MaNqxymS3ivHbnGnGRarRa+9KWNIpJf+cpX8OCDD+LMmTM4c+YM3vnOd+K2227DhQsX8Od//uf4h//wH+J5z3sebrnlFgDAC1/4Qrz2ta/FT/zET+D9738/BoMB3vzmN+MNb3gDLl68eFjTMlPOJBetbleHJcVUjUeIBbVyL3XbUhBk3EF05MaxAUUBM7poVUDk9ljAi+1r8THtJ6LxDOosZUYu3bjdbhfdbjfl9cb21FE7SYyN49QM3VicLjp01Zkbz1N0xuqLzlz9TIX3nBuXr0qlkqIvKBLn1pDtxcJ45vhiMdcYY4wxxhhjzInhc5/7HF796len35ll+6Y3vQnve9/78PnPfx4f+MAHcPnyZVy8eBHf933fh1/8xV8sxCT85m/+Jt785jfjNa95DUqlEm677Ta8973vPfC5mKNJFNpUjNPH9rWomBbXUlGRj/SzHWbH0p1aKpXQbDYxHo9TJqs6fTU7Nif06hhjITYWV8uJthrtwP7UXaxCKeehoi2dpSsrK+j3+2i1Wuh2u2l/iqAUPePPjFtQcVTHSYGU7WisBNHxce7Mv+U50nMwGAxSpu9wOEwREXTmttttDAaDgjOahc94zuL4Z2ZmMBgMACAVXYsxG9o/s3It5h5vLOaafWcnLpjcvkfNBbQb58xRm+N2iM7kvcriNcYYsz9s53691T7TfC/batxH7UkaY8zV86pXvWpLoePjH//4Fds4c+YMPvjBD+7lsMwJYlIua3TcUigEUBAO4zvFPs18ZZEvjVoYj8cT4wYUulZzhcGiIBrjGqLDV99zmbTqOlYxm9EBmjPb7/eTMKsuZI0m0KgCFXNz843i7ZXmnCvUNsktHZ27KoJzLaLQrM7pnEDOayGKuVdyfZvjh8VcY4wxxhhjjDHGmANAi42p2KiZscPhEL1eLzlN19fX0e12Cw7d3IvC4traWnJwzszMYG5uDrOzs2g0GlhYWCg4PzUOgY7RSqWSHtlXAbZSqRREQ8Y3ACjsG12+MZahVquhVCoVYhNYMKzVaqHX66V3OnPb7Ta63S4ajQbm5uYKc2g2m6hUKpifn0e9Xk9zrVaryVEfncU5dzCJ42Vcgu6fi3XgeeDa8UVnLvuORcw03zhmDcfoBq47C+ZpUTZuc9Gz44/FXLMttlMl+2pz6K7U7jQ6fqY1e4/s1znZCZMcua6IbYwxe89+3a+Po3t1J0+MTON/g1wNO5m779fGGLO3qNjHHFstwEWxbzgcJlFVnbgUFnNCru6ngqWKto1GA+PxGNVq9YqP4keXqjpiJ8Uy8JhJ+bjqPlUhUgXLmDFLl+5gMEgxEepojUXE9OdJBeOiQ1hjIbgv12ySk3rSmuncJzlzFfaby/rNuW61Dd2uLl1zvLGYa4wxxhhjjDHGGHMAPProo7jvvvtw7tw5vPjFL0az2UwOUwqbjE0YDAYpz5V5qZrVur6+jl6vl7JZ6c4EnhYE2a7mqtZqNdRqtbSN+wIbWbfaV4xSiKImRcp+v18QlvnKFV+jc5Rj7vV66dXtdgvvnU4H3W43RUZUq1XMzs6iVCqhXq+jUqlgbm4ufc65URhlwTGOk2vL4nCKxjZoETeKsVoQLoqmsZhZLpYih2YJkxizoW5iXXMK+4yi6Ha7WF5e3nQtmOOHxVyzI7bj+JnEVi6Qo+b0ia6mq82D3Y5L6ri4guzwMcaY/We/7tdHjb16QmUn7Uzj/Xo359T3a2OM2R9WV1exurqK0WiEF73oRQA2Ml9VpAOQcm8nFT6jENpqtZKoB2wIlYxaUIcuC3DxEf/o+KRoyd9ZJAzYLExqYbNJzuFarVYYA7DhfFXxWl/MyNWfKZCy6BqF3UqlkgRcFanV+avCp7qWo5hLONb4Ht2w0bkcHbw513J0zebEXO7L7fyZ51Q/5/GM5mi1WnbmngAs5hpjjDHGGGOMMcYcIMvLy/hP/+k/YXFxES960YuwsLCQxD46KxkZoCIuc2a73W7Kkl1dXU1xA5MKaBEVBydBcZFtqCs1Co8UhKOoy6gEblfxlPvQUdrr9dBut5O7NBY96/V6yYUb830185fjHA6HhfFS7NTxM1OXawxsxBcwH5fosRSHda10TTUCIsI2dFssdBeLm8X+gKcd23RDD4dDtFqtlC1sIfdkYDHXGGOMMcYYY4wx5gBZXV3F5z//eZw6dQrPfOYzMTs7WxDw1BELbLhYO50Oer0e1tbW0Ol00Ol0sLq6imq1ioWFhSRM5gRdFQcnCb7qHo0CroqWOYepZuD2ej0MBoNUIE0zdyn2UrztdDpot9spXoFCsLp16caNkQ8UTikaUwinE5dCLOMVeNz6+jrq9XoaH1B0vsZ5q4M252bWz7QoGtvVNrUPivYcp65RTnhXsZ/CfqvVwuXLlzedS3N8sZhr9p3co30HFauw18XT9rqg2E7am6ZCcLsphOPHNY0xZro5znFI5CAiJGLf03Df3gm+XxtjzMGSK5ClIh5FPQp3dLDSlVkqldBsNlGr1TA7O4tKpYJGo5EyXEulUqEgmDpZgY1IgZz7Ngq3WlwNKEYLaCQBC6wB2CS+ajtRsI3F0PgzP4/OWIqh3W634ErWInL60ngF3U8jHHSceo5ipALJRSTomsV92K8K65wnReboIo7tcX8K+71eLzsGc3yxmGuMMcYYY4wxxhhzSFCci65Yujb7/T6Wl5dTJmq/30+P5VerVZw+fRrVajUVAms2m4W83VqtlgqRUdQlMf5ARcYoLlNw5efMrS2Xy6jX64WiYaVSKeXYcj7qnqULl4XONHJBM3P5ovAbhVy2xz70nUIvncIUmZlPPBgMUK/XMRqNUvauziH2Q7d0dDbHom88LhdLoW3OzMykOUWHMNukIE/oau71enjqqaewurrqaIUTiMVcc1XsxOGyW1fPlRwt23G35vY5KKfMblysW7mZp8nxs53zb4ePMcZMF1f6t3sn96ud3IN2+3TLNDtbt3OPn6Yna7bC92tjjDk8KArShaqCLoVMxhZQHKxWq0kwZVxArVZL4qy6TClUqkNXC5IpFDlzTmEdH4VGAEnkpOuU/bIfipGaqxsduBploMKoro06eAFMdNLGY4bDYcqTXV9fT+ugaxVduzGGIrqVY3+TIiv4rsfpmo5Go0K0QnQe0zms/dONyy8AzMnDYq4xxhhjjDHGGGPMIUHX7MrKClqt1ianLmMWgKdFXLpwm81mOpbC7szMTHKY0u3ZaDQwOzuLRqOB+fn55KiNrlw6WZeXl5Ooq8KqCrnA02Iqs2z7/X5qV8VSdQIzGoJuXGbl0omr4i4FXorC3W4Xa2trKJVKmJ+fT4XhcpEIFD4Hg0EhnmJ9fT2Nj32x70qlgsFggHK5jGazmQqj0SWrY1LROVfsbCtHLlDMHqYDm+tEx672rbERvV4Pjz/+ONrtdnIkm5OHxVyzK+gueflv/eQV992NI/cg3CsH7ZTZjUN3O8dPq+PHDh9jjDl80v36F/b2fn2Q95y9vM/pHKNDOf6+V0/UkNw8duJWZnt7nfvr+7UxxhwuFCsp5FHwVCGVQh6FQwq4jAyg8KcRB+oyrdVqqNVqm/aPQqjm2FI4jNEBuRzXarWaxGeKrJxbjCNQUVRzcXO5tOrupZC8vr6Ofr8PAClnViMR2I86iTkntqtRBQCSM5djV+dvdCfH9WCbFF5z5Jy5sV0eG9tSsZ1F4yhAm5OLxVxjjDHGGGOMMcaYQ6BUKmFhYQFLS0v41re+hbW1tUJRKwqvjUYD5XIZCwsLqNfrhdgE7kOxlvvW6/VUEK3RaKBarabiaJVKJblCKW52u120222srKyg3++j1WphfX09CYp081I8Zd/M9qWArKJm/F0Lfqlzdjgcpr507MDTzmJm6a6vr2NlZaVQ6I1ziZEDbJPjGI1GWFtbw/r6Onq9Xioat7CwkJy5FHT5Xq1WNzly9RWLwFGY55hILIIW16Pf76f5qhjPCIu1tTV84xvfcMEzA8BirrlKtnK47IZpc5dul63cO7tZl63cN1dy6AKHt4529xhjzNFjWh25+02c92Hcrw8L36+NMWZ6KJVKqNVqaDQaADZyXvv9fhJRNbKALlvNvmU7FBQpsjJLt9FooF6vF0RGRh/QhaoCKwuRdTqdJCYSzdulW5huW7pe+bu6dIHNjlTuR7FUC4txnBSQeVypVEKv10v90XnMfYDNGbr6GYVjFnTj8czSpbDNNVF3bs6lG9tXcZev6NiNYi5fXE9+TujKXVlZsSPXALCYa4wxxhhjjDHGGHMolMtlXHPNNbh48SK+/OUv44knnkguW2CjgBmdqtGBqvmqFFrpDtVIBRUJKfoCSOJlrhhZDrZPFzBF4ujaZduMU2DfFI8pojYajVTYjMewmNt4PMbc3BxGoxE6nU4qAsdiZt1uN80TQGGunB/jK+r1ehJx2Q5jJDgWtqHziXEHGuGg2bfcJ1c8jXPnemgEhq4L+9MM3suXL+PSpUvodrtp7YyxmGt2xS0XX/L0Dx+bvM9usmF3kou3G2fL1TqKePxuMu52w3ay/a6m/b3CDh9jjJlOeL+ufmxv7hW7ya/1/dr3a2OMMZMpl8s4deoUzp07h7m5ueQyrVarBTcqxVMVCfXxfgqA8ZF/FQ5VJFQhkYKrirmKFhqjeMxCYvV6vdCXHqNxBAAKP6vTmPtrX9of4w56vV4q/EURms5mzROmwKvryKzZTqeTCr11Op00FsZQUEgejUaFdrmGuagFXU/9mcdEZy+36b5sJ+7barXw8MMPb4qQMCcbi7nGGGOMMcYYY4wxh8Da2hruuece/Omf/ik6nQ5OnTqFdruNtbU1AMUCaequzT32T5gtywxWRgWoYMiCYnSrEo0+UIdvqVRKsQ1aUI1irjpzKfjSKRvHTIcxM28pDAPIOoJ1nIyDYEwDhVh1L6uIzegEtss4C7qRx+Mx2u02xuMxZmdnN8VH9Pv9gqhbq9UwHA7R7/fTXDXeQYvV6fhzL+6fE9mXl5dTtIKFXBOxmGuMMcYYY4wxxhhzCCwvL+MjH/kIarUaXvWqV+H5z38+Ll26hF6vlzJjNUMW2HjUX121fESfAudwOEwCKQVNxhEwLzaXAavb2GetVkuRChRwKeY2m80kyKqwGTN9NWKBEQoAUmxCvV7fFMnAd45RHbtsj6Iwx6VRC3Qjc36lUgmzs7Mol8vo9/upbxZFW1hYSEXhmFOrMRbqRGZuL8dC0V3zgPV8RcE9/qwO65mZGTz55JN48sknLeSaLBZzzVWx9P1fSj8/cfv0PEYY2euCLfsVA7FXHFTfflzTGGOOBnq/Xv7Y8666vd3ELWyHk3a/Pih8vzbGmOmGwuHjjz+Oer2ehEAtNqb7UnDUx/n1d4qMjCFgfIJGFxAVS1V01LgDiox00DLrlj9T6GTfFE4ZCxEjHti+FjFTMTo3rsFgkNrmfhxjo9FI+cDqEI7RExRmKVRXKpXU3/r6ehLQdd14TMwRVmFcBfFY/IznJ+bo6rnQtWq321hfX0+5wMbksJhrjDHGGGOMMcYYc4gMh0N8/vOfx5/+6Z/i2c9+Nq6//vqCSApsOGopLFJc1aJaFBwpNtJdWi6X0Wg0NmXl0oU6HA6TYKq5tiwGVqlU0Gw2Ua/XMTs7i9nZ2SSeqiu11+sVxsY2mHurc6lUKklopjgbi3xxTFyL4XCIRqNR2E9zhimcRpcsxVG6eDudToprYJG0tbU1DAaDFMWgrmR1E8e+dB2jAK6RD6VSqZA/rFEQ1WoVo9EIjz32GNrttoudmS2xmGv2nd0U/lCXzNW4dPba4XNQfedcQly/WFhlr9jv9o0xxhw/fL8++Pu1McaY4wuLdPX7/Yn7MIpA82jL5XLBNRrdu8yHVTerEotzUZDUzFx1vvKdn0cXKtvQAmD8jERHKvejCM1xsU2KnWy/Wq2m6AUVjRkNQeFU56xuXZ2Xrq06kzkGdQxHR23OcatCru6fe+m+en6N2QqLucYYY4wxxhhjjDFTBgt/aQwBHbTA08JfrVZL7l2NZKAwGXNr5+fnCyKkxgRQLG02mwUxt9lsolqtYn5+HrOzs2g0GqjX65sybAEk9y2PpeuX4+M25gEz9kALtCl0CsecW+2T7aqQSzGbkQl00gJPC6v1eh1zc3PJuQw87Y4ul8sYDoeFMQ+HQ6ytraFarSYRmX3khFeKyvV6veBA5rxVwKUoTodzFNqNyWEx1+wZV3LeqkNlGnN1t5OZd5jOoUnsxvlsjDHGTAO7ua+e9Pu1nb/GGHMyiCIpUecohVI6VPUd2MjOpTgZowCI9kGnK4AkBLOYGcVMipV6bCzwxW0UoDmuSW7W6OTVtkqlEur1emFd2H50ymr7FHQpLDPLlw5gjUBge1wjOno5N4rddNCq41jnwfYp1mofWsRN55tbE2O2wmKuMcYYY4wxxhhjzJRQq9UwOzuLwWCAbrebxFONE9AiWRQna7UagA1xVCMZKpUKer0eer0ehsMharVaIVaATly2wXZKpVLKma3X66jVailHVrNie71ecsJq3utwOES/399UhIzOXBWJgQ2XbYw7oLtWhWSK1jHiAdgQmZkpTDGXTlp1xVKYpeOZ4jcLotGtq2OMonEs5BbjKTgOrrW6lDmXnDPZmBwWc82ewUrZT9x+0xX33Yk7Zb8qZu+mevV+jeWo4arYxhhzdIn3662cntPw1MdB3a9jP8fhXu/7tTHGHE1UsFXBksIiP1fxTyMV6L6lQ5Ti5GAwwGAwKGTTUjDVDFuKlvyMYqQ6c+lA1QJjKuoyHoFirrZHAZVF1ICN6AXOie+atxvzeaP4GR22WgxNHbg6DnUD8xiuF+ema0RRVkVvoudoOBwWCp+p0ByduZxLzt1sTA6LucYYY4wxxhhjjDFTwmOPPYY//uM/RqPRwPz8fMFxSwGVL3WCAsWcXTpgKah2u1202+1CPmvO3apFwdRZqsJjFIhbrVZys3IbXxRzOV46jLvdLmq1GhYWFtJ4KSTrXNbX1wtF3OigVaeviqYUVClms+/o9gWedu42Go1CFm+n08F4PE6OZK4TYy0o+AIoRF2ouKzj4PoxH1jjFSqVCgaDAZ544okrFr8zhljMNXsOXSBbOXT3wulDx0zOsbMXbpqtMn634/g56Ey/g8gktsPHGGOOD/w3ffl1z9uT9ibdG7e6X+83V3O/1s99vzbGGHOQPPbYY3jsscdwzTXX4LnPfW7hMX4VcqOTUzNegQ1Bkc7ZSqWCdruNer2eIgBUgFRBmGj2a3SRUsjt9XpotVrp59FohG63WxBzeQzFVxY0q9VqKUIBAOr1esGVSwG32+0WCqCp47bRaBTiF9Rxq87b6PalmNpoNNL28XiMbreL8XiMhYWFQsaw5v9q0TSNm4iCMsdVq9XSuLmmFHi73S4ef/xx9Hq9Pb6SzHHFYq4xxhhjjDHGGGPMlNHtdvHEE09gfn4eS0tLmx7tV9EQ2BApVdSlM3c8HqNSqSRnKV2ydK5Wq9UUJUD3qkYcREGU/aiorKKmFg1j/3TUMtKA4iYdqep4pUja7/eT45ficczg1fgJvnOOHH90HMdYCa4LgBRF0ev1CvESdNXqONWRmytkpuciRjv0+3202210u91CzrAxV8JirjHGGGOMMcYYY8yU0Wq1sLa2htOnT+Paa69NgmosoKUOXEXjAfg7IwS0QBjbKpVKSTwFsEnMVWcqgCTc6itGLFB8pTDL4zQXuF6vJ7G0Xq8DQIpVaLfbqRAcx6ZCKuMUKLrS5ctYCIqvjDjQebHgG5259Xodw+EQ3W4XMzMzWFlZSZ+zABzXgo7dmNurAnNExdxyuYxWq4VHHnkk5fIas10s5hozgd0++riTx0gnFVvZ6pHUrQrVkJ0UmIvHRPyopjHGnAy2c3+5GjSq4DAiFyK+XxtjjJl2KLqur6+nR/UpNHI7gInioTppWbAsV/As5s3S1RrbjMdGZ6y2pU5ZOmIpvPKVE4ApbGo+rmbzqtOX82O0A0VdokXHYjGycrmM0WiUBN3hcJjycSl+0xGsqPi91XnTeWmsA129/X6/MG5jdoLFXGOMMcYYY4wxxpgppVKpYHFxEYuLi8mtSrFTXboaLQAgOVjpUtVIgGq1ilqtlvJzVWCtVCrJhasRDuropVjLfev1OkqlUiE3VrN2h8Nh2ncwGKT2gafjJCjCNhoNAEjCLeeqcQTqNJ6ZmcFgMECpVEK9Xk+iN6MRGE1B1y73pVDN+TNqYTAY4PLly6moW6fTQaPRQKPRQK1WSwLw3NxcQQDnunLcjFDg73QHVyoVPP7443j88cct5JpdYzHX7Bv3/8L7AAAv/4Wf3Nd+DtPps9f9badQC9mJ4yces9U+xA4fY4w5GUR36X4V5cr1eVActfv1TvD92hhjjj8s8sVCX3SV5hyiUdCNYqEWTdMYAhUm1W2rLmB+HvuN+bWxbc2qjc5aCsiarwug4GpV566KwJwv+2M/Opfo1NWcYB5DRy+FZEYycDyDwSDNjYXkmPFLoVznEp3Eei7oNmbkhDG7wWKuMcYYY4wxxhhjzJRSrVZxzTXX4NSpU2i1WkkgjIKgirDAhpuW4qWKiYxraDabqFarqc0Yf6BRCxQvo5hLgVVjErh/uVxOmbRslwKtxikwemBtbS21ORqNUhSBxhJoZq72MzMzg3q9nuIXqtUqABQcwhqlwCgJFZ25pr1er+CA7nQ66Ha7aLVayf1bKpUwPz+fxF+Omc5jRjTwfDz66KNYWVnZFN1gzE6xmGv2nf3O4FOu5JA5jIy+7bhjIzsZ507Wdzv72OFjjDEni2nIr41Mw/1amXTv3q/79Xbw/doYY04OpVIJs7OzmJubQ61WQ6VSSW5RZuGq6EpRVzNugY0MXYqOGlegsQjaZmxXhWEAm9rTKAZgIyeX89A8XR0ThV3Oi+3GMdOdqw5djYXQwmfsX9+jA5nzovDLuIbxeJwKt1HQBZDGx3iGUqmEWq1WEHOjg5h9dzodrK6uXu3lYIzFXGOMMcYYY4wxxphppdFo4NnPfjbOnj2Lb33rW1hdXS24O7UomRYxo1ipAiMdqdGBS4E0OnuBDXGYDlnu2+v10Gq10Ov1sLq6mqIF2A7710zf8Xic3LGdTgeDwSBl0ZZKpeSMVWGUY+aYVGTlZ+VyGYPBoBDpACDtq+tBhzHnwfVgJEOz2US5XE7tq7jMeIXhcJgiLWq1WmqDoq4WO3v00UfR7XaT69iYq8Virtl36JZ9+W/tb3buUUEdOXuZS6ht7cb1Y4ePMcaY4wLvg9u5zx7Ek0N7ie/Xxhhz8qhWq7j22mtxzTXXYG5uLrlPgY2oAQBJsGSkAH+nY1adrhRq1VFLNBtX3zVOYTgcJoFSIwkoenIMmrvLtimaajE0jSjgNs3TJRwDxWTNwNVoCIq7PIbxEBS+y+UyKpXKpriFcrmcirl1u900NgqzGvPAvmM2LsXiWq2G4XCIJ598Eu12e+8uCHPisZhrjDHGGGOMMcYYM6VUKhUsLS3hzJkzOHXqFJaWltDr9dDtdjcJt5oPS9SVGmMQ1N2qsQwajxC3x0iBWPBrNBqhWq0ml2wstBbp9/vodrvJsQugkK2r/WgBNRWnZ2ZmkluWwivjHHQb10PXhi5d5gvzOGYJR/eyistE50ohmfm4FJWN2Sss5pp945aLLwEAfPxbDwK4ehfqTipH7zfbcfxMo9PHbh5jjDGRpe//EoCN+/U0Zujulq3u1zu5T+/E6XsltvMkje/XxhhjlEqlgjNnzuCaa67B2bNncfnyZaytraHVahXcs3SfqvMV2HDaao4uX3TGErpQKYISFYFzIm6v10tFzCiMMoeWYmkUctnmcDhEp9MpFFxTty4dvDEugvtTkKZoqlnC7LPf7yc3LudbLpcxGo0KkQvqHK7VagCQ5qqCuDpx2Q9flUoFnU4H3/zmNy3kmn3BYq4xxhhjjDHGGGPMlLK8vIw//MM/xIULF9DpdLC4uIhGo1Fw4GqkQRRv6TbVwl9aWEzb0M+jA1XbnYSKsBRVR6NRYWx0/Wp8AzOAKX7SmUsxV7NzYywE96PgWq1W07w4B4q7/Jnt8Hhuy8VNxH2UTqdTKBZHZ/Ta2lrWwWvMXmAx1xhjjDHGGGOMMWZK+epXv4q3ve1tOHPmDH70R38UL3jBC/DEE0/gscceK8QD0JlLN6oKkNxeqVSSmMqMWi0QFt2vAJIQzHZUFCbqqGW72jfwdPZvqVQqvPf7fQwGA7TbbTQajdROv99PY6SDWMerBdEYodDr9ZJwrDERdODSdRvHr3nAmies81OBWzN0n3zySXQ6nU3rEN27xuwlFnPNvsO4BXxs//s66CiGq41S2MvHNrfCj2saY4y5Egd5v94N8Z671b2T23jMXkUf7cV9e6ux+H5tjDEmx3A4xKVLlzAcDvHII4/g1KlT6HQ6KaeVQmV0zqooqbm13BYzcCnmahYtsOFkjbm63KaZvByPOnK1LUIXK120FD/7/X6aszpzmV3L31XQ1aJr6uDVdtlnLNC2lctY0XUCnhabNcfXmIPEYq4xxhhjjDHGGGPMlLO2tob/6//6vzA3N4fnPve5eOYzn4nBYIBut1vIbKW4SgFSi6PxZ0YSaOQBgIKrVkXKUqmU8nB5bKVSQb1ex3g8LhQR09gEbmPbOo7Z2dl0XKfTQbfbRbfbTcIzgDQWiq6ay0thlZm5wNMuXLZRLpfRaDSSC1hjJyhesy+6bVW0ZSYwBVuuR6/Xw6VLl1JesDEHjcVcc2TYidt2Nw7dg3LJbtU32c0Yck4fO3yMMcZMM1dTbG0a7ts76duOXGOMMVfLaDTCww8/jFKphPPnz6f4gFxsgL7rz+qizTlzVZDVHFmKpyqcsr2cgMxXdNJq/xoNwfmpUAxsOHQpzsa4A2CjaBvHRhGWEQyMXVDhdpKLWddFncBarG04HKaCb8YcBhZzjTHGGGOMMcYYY44QMVaBImkUa7kv3an1er2QnUu04Bh/pohKR+1gMCjENGh0QoxboJuVgq1m2Wq/Kgb3+32srq6mz3PvOUGZn3Oc3W43zbHRaKBarSYXcLPZRKVSSeOkQMw5DYdDdLtdDAYDrK2tod1up7zeTqeT4i4crWAOE4u55siyHTfP1Th+DpOce2eS+8eOXGOMMdPAfufVxxzcaWA792s7co0xxuwXFGnpOtXPiUYocF/GHERhNjpeuY3vFHlJFHNVRNacW0YRcP+YU0tBen19PUUocB8WS9N9KNoq6jDmetRqNQyHQ9RqtSRmM25BC76pULy+vo7BYIB+v5+Ks9EdTIFX18CYw6B02AMwxhhjjDHGGGMOik996lP4a3/tr+HixYuYmZnBb/3WbxW2R8cjX+95z3vSPs9+9rM3bX/3u999wDMxJ5lKpYJarZZcpow40MJfjCbgvrVaDfV6HbVaDdVqFZVKJblR1ZEb83c1YoA5sZolCyAVM2s2m5ibm0OtVtvkEI5OYXXHUnBVQZV5wO12O+Xp9vv9FH1AOA6Kr91uF51OB61WC61WCysrK7h8+TIuX76M1dVVtFqtQpvso9Vqpe2rq6vodrvo9XpYXV3FE088gdXVVQu5ZiqwM9dMPdHpMw1u28NwB12pL7t7jDHG7AV6372ae+403K8PA9+vjZl+1tbWcMMNN+DHfuzH8PrXv37T9ocffrjw++/+7u/ix3/8x3HbbbcVPn/Xu96Fn/iJn0i/Lyws7M+AjclQKpVQq9UwGAyyoqk6chk5UK1WUavVkvAKIEUI0PFK1y6AJBADKOTGcpu6eOn6ZcExFkCbdKwWHeN4GHmgxcZ4jBZxq1armwqWMW835vP2ej2Uy2UMh8OUz0tBm78ze7jb7WI4HKLVaiVRmL9funRp/06mMTvEYq4xxhhjjDHGmBPDrbfeiltvvXXi9gsXLhR+/+3f/m28+tWvxnOe85zC5wsLC5v2NeYgmJmZwdzcHJaWlgAA7XYbAJIblwIrhVm6czWOgfvQAUvBlYIuUMypnRSzoC5Z7s+fKZZqnm/cj/OhUFuv11PxspwIPDMzk4qaRTGZ4i7Rn5mz2263MRwO0e/3C2OjgKxFz+jwVWHamGnAYq45MHbr9DkoZ89hVMPeC+zwMcYYMw1MoxN3mnJ2fb825mjy6KOP4t//+3+PD3zgA5u2vfvd78Yv/uIv4rrrrsPf/bt/F3feeScqlfz/Yvd6vYIgtLKysm9jNieDpaUlPPOZzwQAPPHEExOLnmnMgkYyULCkWMnjNFOXoi630fmqAmsshEbUbcuxUOAFNpy2KsbWarVUoIw5tRobER3DFK+1CJwew/GzaBpfXBMVttkGxzIajXD58mUsLy87WsFMHRZzjTHGGGOMMcaYDB/4wAewsLCwKY7hp3/6p/Gyl70MZ86cwR/90R/h7W9/Ox5++GH883/+z7Pt3HXXXXjnO995EEM2JwQtZgZgW4Kjul0p5jJvlqJqjGjQY7mfCrjanm6PQiuhAzd+xvnUajUASKIvHbUKIxT4rmPUNietAR3GmjPMtVThlw5hY6YNi7nGGGOMMcYYY0yG/+1/+9/wxje+EY1Go/D5W9/61vTzd37nd6JWq+Ef/IN/gLvuugv1en1TO29/+9sLx6ysrOBZz3rW/g3cHHtKpRKq1WpWdCV0nDIOQd20FHE7nQ4Gg0E6Rl2u1Wq1IIrSLauFzyiG9vt9rK+vo9frpdgGbVPHycgH9ksXb6PRwOLiIrrdLgaDQWor9qVroL+rmEznrxaC4z4qTLOdSqWCRqOB4XCIRx99FN1uN/VrzLRhMdeY/x8+grmTuIWDfHzTj2caY4w5yUxDVMJ28P3amOPDH/7hH+Khhx7Cv/23//aK+954440YDof46le/ir/8l//ypu31ej0r8hqzF2hWbnSk0iXLbRQzKchGVy6PZ9SCirCML+BxbFvFUX5OURXAJhdujIQANjJvNQKBDt5JLtsI99N3CsmxjdFolIrHMZ6BhdL6/X5B4DZm2rCYa4wxxhhjjDHGBP7X//V/xctf/nLccMMNV9z3wQcfRKlUwvnz5w9gZMY8LUZSdGQUwWg0KhQeGw6HhQgDjUbo9XpYX19PLlrNph0Oh6hWq1hcXEz9jcdj9Pv9JOTSpcsX83T7/X4hn1bFYIqzKvZSZKaIq8XSNGs3MjMzk82o1n25D13GHMNoNEKr1cLKykpB+OUaWcg1047FXHMo7MYFu19cjdNnv11CdvcYY4w5TKbhfn0UHLm+XxtztGi1WvjSl76Ufv/KV76CBx98EGfOnMF1110H4OkYhA9/+MP4Z//sn206/t5778V9992HV7/61VhYWMC9996LO++8Ez/8wz+M06dPH9g8zMlGC32pMEpHLZ26WhSMx9GVGkVVOmsHg0GKMFAXrbpyNSsX2HDtagavir3AhlNW4x74c849q8dw/1jwTNuLOboqbKtoywJnFm3NUcVirjHGGGOMMcaYE8PnPvc5vPrVr06/M8v2TW96E37jN34DAPChD30I4/EYP/RDP7Tp+Hq9jg996EP4hV/4BfR6PVx//fW48847C5m4xuw3zHgdjUZ46qmnMDMzg7m5Oayvr6NSqRTiFWIRsSjI0o1Kly73b7fbydXL41RAjsePRqOUdwsgRRcAKLh2KRKru5fiKsemUQflcrlQVA3YHKUAANVqFaPRCJVKJbl29X04HOLJJ59Eu91Gp9PZt3NjzH5jMdccGLdcfMnGL7dffXs5p86VnEPT6u6xo8cYY8y0kLtfX41Ddyf3672+T+91e75fG3M8eNWrXnXFCvW33347br89/z8tL3vZy/DpT396P4ZmzLbQAmXr6+totVqoVCqo1WoAUHC+AthUyIsOW3XrMitWC5p1u12Uy+Xk9lW3LdGYheFwmERhCqwq+DJPt9/vF8al+bsa48DtkzJ3Nd+X4jCF3FqtVih8Rodyu93G8vLyXp0KYw4Fi7nGGGOMMcYYY4wxR4T19XV84QtfwPr6Oi5fvpyNNAAw0c2qn3GfwWCAbreb2q9Wq8kpW6vVCmKsunj7/T7W19fR7XaTM1dF1RwazUDxls7cXq+XcoDp4tXx6tyYERxpt9u4fPkygI0MXRZ/6/V6u112Y6YGi7nmUKCz5QncVPh8K8fPdtw1B+W83at+7PAxxhgzzaT79e1P36/j/S93356m+/Ve4fu1McaYaWJ9fR2f/exncf/99+P8+fO47rrrUKlUNkUfAEWXLh29/LlcLqeogyjmjkaj5MgFNsRQCrj9fh+9Xg+9Xg/D4RDtdntTBm4uMxfY7MilOEwhl21SzGV7UbhlgTV+TofuysoKnnzyyYKwrdm6xhx1LOYaY4wxxhhjjDHGHCHoTO10Orh8+TKazSaazSZmZmZSPALRImAUNTXygO30er0kBg+HwyT4sqgYj+n1einTttfrpVgELT5GEZZjpcDMwmxxHhSI6crV7dqGfhaLtNEd3Ov1Ngm3FnLNccJirjlUNjld/tXTb3QAHQZX6xaye8cYY8xxY9K9LT5hcxjs9r7t+7UxxpjjwPLyMlqtFk6fPo35+fkkZtKFWy6XUalUCuJuLFi2vr6OtbW1FJHAmIROp4NSqYRGo1Fw/qp7lu0wb7dWq23qi8LwYDAouGspHPd6PaysrKDf76Pdbie3MLA5KoJjoGuYjmEAuHTpEtrtdkEsNuY4YjHXGGOMMcYYY4wx5giixcsohBI6cuv1Our1etqfAiuFWYqyFHLZRr/fTwXQ+BnFV+6nrlx14GqRNf4cxVxuZ7xCv98v9A9sRD5oZAPbBDaKwXFOsdibMccRi7nGGGOMMcYYY4wxR5hWq4WHHnqoUCiMsQrnzp3DNddck4RXwogD5uBSlFVRt1QqodvtFjJnVaRVsRbYyLHt9/uF8ZVKJQwGg3T8eDxOTuB2u50yd7mN4+90Ouj3+5sKoHG7vuvcjDnOWMw1U4k++niYkQvbxY9qGmOMOYn4fm2MMcZMB6PRCGtra9ltzWYTs7OzALApgoDiKYVcCrUxlzYXj0CXbMyz5ecUjynw6rGMeNDIBnXfMlt3NBrZbWtMwGKuMcYYY4wxxhhjzDHl8uXL6Ha7mJubw5kzZ9Ln6syNsQiaUctsWhVteTzfKRJrlAJdvnTWxtxbRjtQsOU+o9EIrVZrk5PYGPM0FnPN1GMXjTHGGDP9+H5tjDHGTCe9Xi8VRTtz5gzK5XLB7RojE1TM1XgFFXLj59GdSwF4OBwWCqIBKEQyaB5uqVRCqVQq5PIaYzZjMdcYY4wxxhhjjDHmmNPpdPDoo48WXLbqxtWIBHXS8n2SmMttjEdgUTIKupp3G928KgKrM9fRCsZMxmKuMcYYY4wxxhhjzDGn1+vh8ccfP+xhGGOuktKVdzHGGGOMMcYYY4wxxhhz2FjMNcYYY4wxxhhjjDHGmCOAxVxjjDHGGGOMMcYYY4w5AljMNcYYY4wxxhhjjDHGmCOAxVxjjDHGGGOMMcYYY4w5AljMNcYYY4wxxhhjjDHGmCOAxVxjjDHGGGOMMcYYY4w5AljMNcYYY4wxxhhjjDHGmCOAxVxjjDHGGGOMMcYYY4w5AljMNcYYY4wxxhhjjDHGmCOAxVxjjDHGGGOMMcYYY4w5AljMNcYYY4wxxhhjjDHGmCOAxVxjjDHGGGOMMcYYY4w5AljMNcYYY4wxxhhjjDHGmCOAxVxjjDHGGGOMMcYYY4w5AljMNcYYY4wxxhhjjDHGmCOAxVxjjDHGGGOMMcYYY4w5AljMNcYYY4wxxhhjjDHGmCOAxVxjjDHGGGOMMcYYY4w5AljMNcYYY4wxxhhjjDHGmCOAxVxjjDHGGGOMMcYYY4w5AljMNcYYY4wxxhhjjDHGmCOAxVxjjDHGGGOMMcYYY4w5AljMNcYYY4wxxhhjjDHGmCOAxVxjjDHGGGOMMcYYY4w5AljMNcYYY4wxxhhjjDHGmCOAxVxjjDHGGGOMMcYYY4w5AljMNcYYY4wxxhhjjDHGmCOAxVxjjDHGGGOMMcYYY4w5AljMNcYYY4wxxhhjjDHGmCOAxVxjjDHGGGOMMcYYY4w5AljMNcYYY4wxxhhjjDHGmCOAxVxjjDHGGGOMMcYYY4w5AljMNcYYY4wxxhhjjDHGmCOAxVxjjDHGGGOMMSeCu+66C9/1Xd+FhYUFnD9/Hq973evw0EMPFfbpdru44447cPbsWczPz+O2227Do48+Wtjn61//On7gB34As7OzOH/+PH72Z38Ww+HwIKdijDHmhGIx1xhjjDHGGGPMieCee+7BHXfcgU9/+tO4++67MRgM8H3f931YW1tL+9x55534nd/5HXz4wx/GPffcg29961t4/etfn7aPRiP8wA/8APr9Pv7oj/4IH/jAB/Abv/Eb+Mf/+B8fxpSMMcacMGbG4/F4Jwf8t6W/tV9jMcYYc4S4e/3Dhz0EswW+XxtjjAF8v74Sjz/+OM6fP4977rkH//V//V9jeXkZ11xzDT74wQ/ib/7NvwkA+M//+T/jhS98Ie699158z/d8D373d38X/91/99/hW9/6Fq699loAwPvf/3687W1vw+OPP45arXbFfldWVrC0tLSvczPGGHM0WV5exuLi4sTtduYaY4wxxhhjjDmRLC8vAwDOnDkDALj//vsxGAxw8803p31e8IIX4LrrrsO9994LALj33nvx4he/OAm5AHDLLbdgZWUFX/jCF7L99Ho9rKysFF7GGGPMbrCYa4wxxhhjjDHmxLG+vo63vOUteOUrX4m/8lf+CgDgkUceQa1Ww6lTpwr7XnvttXjkkUfSPirkcju35bjrrruwtLSUXs961rP2eDbGGGNOChZzjTHGGGOMMcacOO644w78yZ/8CT70oQ/te19vf/vbsby8nF7f+MY39r1PY4wxx5PKYQ/AGGOMMcYYY4w5SN785jfjox/9KD71qU/hmc98Zvr8woUL6Pf7uHz5csGd++ijj+LChQtpn8985jOF9h599NG0LUe9Xke9Xt/jWRhjjDmJ2JlrjDHGGGOMMeZEMB6P8eY3vxkf+chH8MlPfhLXX399YfvLX/5yVKtVfOITn0ifPfTQQ/j617+Om266CQBw00034Y//+I/x2GOPpX3uvvtuLC4u4kUvetHBTMQYY8yJxc5cY4wxxhhjjDEngjvuuAMf/OAH8du//dtYWFhIGbdLS0toNptYWlrCj//4j+Otb30rzpw5g8XFRfzUT/0UbrrpJnzP93wPAOD7vu/78KIXvQg/8iM/gl/+5V/GI488gp/7uZ/DHXfcYfetMcaYfcdirjHGGGOMMcaYE8H73vc+AMCrXvWqwuf/5t/8G/z9v//3AQD/4l/8C5RKJdx2223o9Xq45ZZb8D//z/9z2rdcLuOjH/0ofvInfxI33XQT5ubm8KY3vQnvete7DmoaxhhjTjAz4/F4vJMD/tvS39qvsRhjjDlC3L3+4cMegtkC36+NMcYAvl9PKysrK1haWjrsYRhjjJlClpeXsbi4OHG7M3ONMcYYY4wxxhhjjDHmCGAx1xhjjDHGGGOMMcYYY44AFnONMcYYY4wxxhhjjDHmCGAx1xhjjDHGGGOMMcYYY44AFnONMcYYY4wxxhhjjDHmCGAx1xhjjDHGGGOMMcYYY44AFnONMcYYY4wxxhhjjDHmCDAzHo/Hhz0IY4wxxhhjjDHmpLCysoKlpaXDHoYxxpgpZHl5GYuLixO325lrjDHGGGOMMcYcIPZUGWOMmcSV7hEWc40xxhhjjDHGmANkdXX1sIdgjDFmSrnSPcIxC8YYY4wxxhhjzAGyvr6Ohx56CC960YvwjW98Y8vHaaeJlZUVPOtZzzoyY/Z495+jNuajNl7g6I35qI0XmJ4xj8djrK6u4uLFiyiVJvtvKwc4JmOMMcYYY4wx5sRTKpXwl/7SXwIALC4uHhnBgxy1MXu8+89RG/NRGy9w9MZ81MYLTMeYt5On7pgFY4wxxhhjjDHGGGOMOQJYzDXGGGOMMcYYY4wxxpgjgMVcY4wxxhhjjDHmgKnX6/j5n/951Ov1wx7KtjlqY/Z495+jNuajNl7g6I35qI0XOHpjdgE0Y4wxxhhjjDHGGGOMOQLYmWuMMcYYY4wxxhhjjDFHAIu5xhhjjDHGGGOMMcYYcwSwmGuMMcYYY4wxxhhjjDFHAIu5xhhjjDHGGGOMMcYYcwSwmGuMMcYYY4wxxhhjjDFHAIu5xhhjjDHGGGPMAfPrv/7rePazn41Go4Ebb7wRn/nMZw57SACAu+66C9/1Xd+FhYUFnD9/Hq973evw0EMPFfbpdru44447cPbsWczPz+O2227Do48+ekgjLvLud78bMzMzeMtb3pI+m8bxfvOb38QP//AP4+zZs2g2m3jxi1+Mz33uc2n7eDzGP/7H/xjPeMYz0Gw2cfPNN+PP/uzPDmWso9EI73jHO3D99dej2Wziuc99Ln7xF38R4/F4asb7qU99Cn/tr/01XLx4ETMzM/it3/qtwvbtjO/SpUt44xvfiMXFRZw6dQo//uM/jlardeDjHQwGeNvb3oYXv/jFmJubw8WLF/H3/t7fw7e+9a2pHG/kv//v/3vMzMzgV37lVw5tvNsd8xe/+EX84A/+IJaWljA3N4fv+q7vwte//vW0fRr/7QAs5hpjjDHGGGOMMQfKv/23/xZvfetb8fM///N44IEHcMMNN+CWW27BY489dthDwz333IM77rgDn/70p3H33XdjMBjg+77v+7C2tpb2ufPOO/E7v/M7+PCHP4x77rkH3/rWt/D617/+EEf9NJ/97Gfxv/wv/wu+8zu/s/D5tI33qaeewitf+UpUq1X87u/+Lv70T/8U/+yf/TOcPn067fPLv/zLeO9734v3v//9uO+++zA3N4dbbrkF3W73wMf7S7/0S3jf+96Hf/kv/yW++MUv4pd+6Zfwy7/8y/i1X/u1qRnv2toabrjhBvz6r/96dvt2xvfGN74RX/jCF3D33Xfjox/9KD71qU/h9ttvP/DxttttPPDAA3jHO96BBx54AP/3//1/46GHHsIP/uAPFvablvEqH/nIR/DpT38aFy9e3LTtIMcLXHnMf/7nf47v/d7vxQte8AL8wR/8AT7/+c/jHe94BxqNRtpn2v7tSIyNMcYYY4wxxhhzYHz3d3/3+I477ki/j0aj8cWLF8d33XXXIY4qz2OPPTYGML7nnnvG4/F4fPny5XG1Wh1/+MMfTvt88YtfHAMY33vvvYc1zPHq6ur4+c9//vjuu+8e/9W/+lfHP/MzPzMej6dzvG9729vG3/u93ztx+/r6+vjChQvj97znPemzy5cvj+v1+vj/+D/+j4MYYoEf+IEfGP/Yj/1Y4bPXv/714ze+8Y3j8Xj6xgtg/JGPfCT9vp3x/emf/ukYwPizn/1s2ud3f/d3xzMzM+NvfvObBzreHJ/5zGfGAMZf+9rXxuPxdI73L/7iL8Z/6S/9pfGf/MmfjL/t275t/C/+xb9I2w5zvJPG/Hf+zt8Z//AP//DEY6bx3w5iZ64xxhhjjDHGGHNA9Pt93H///bj55pvTZ6VSCTfffDPuvffeQxxZnuXlZQDAmTNnAAD3338/BoNBYfwveMELcN111x3q+O+44w78wA/8QGFcwHSO99/9u3+HV7ziFfhbf+tv4fz583jpS1+Kf/2v/3Xa/pWvfAWPPPJIYcxLS0u48cYbD2XM/9V/9V/hE5/4BP7Lf/kvAID/9J/+E/7jf/yPuPXWW6dyvJHtjO/ee+/FqVOn8IpXvCLtc/PNN6NUKuG+++478DFHlpeXMTMzg1OnTgGYvvGur6/jR37kR/CzP/uz+I7v+I5N26dxvP/+3/97fPu3fztuueUWnD9/HjfeeGMhimEa/+0gFnONMcYYY4wxxpgD4oknnsBoNMK1115b+Pzaa6/FI488ckijyrO+vo63vOUteOUrX4m/8lf+CgDgkUceQa1WS6ISOczxf+hDH8IDDzyAu+66a9O2aRzvl7/8Zbzvfe/D85//fHz84x/HT/7kT+Knf/qn8YEPfAAA0rim5Rr5R//oH+ENb3gDXvCCF6BareKlL30p3vKWt+CNb3zjVI43sp3xPfLIIzh//nxhe6VSwZkzZw59Dt1uF29729vwQz/0Q1hcXAQwfeP9pV/6JVQqFfz0T/90dvu0jfexxx5Dq9XCu9/9brz2ta/Ff/gP/wF/42/8Dbz+9a/HPffck8Y8bf92kMqh9m6MMcYYY4wxxpip5I477sCf/Mmf4D/+x/942EOZyDe+8Q38zM/8DO6+++5C1uU0s76+jle84hX4n/6n/wkA8NKXvhR/8id/gve///1405vedMij28z/+X/+n/jN3/xNfPCDH8R3fMd34MEHH8Rb3vIWXLx4cSrHe5wYDAb423/7b2M8HuN973vfYQ8ny/33349f/dVfxQMPPICZmZnDHs62WF9fBwD89b/+13HnnXcCAF7ykpfgj/7oj/D+978ff/Wv/tXDHN4VsTPXGGOMMcYYY4w5IM6dO4dyubypIvqjjz6KCxcuHNKoNvPmN78ZH/3oR/H7v//7eOYzn5k+v3DhAvr9Pi5fvlzY/7DGf//99+Oxxx7Dy172MlQqFVQqFdxzzz1473vfi0qlgmuvvXaqxgsAz3jGM/CiF72o8NkLX/hCfP3rXweANK5puUZ+9md/NrlzX/ziF+NHfuRHcOeddyYn9LSNN7Kd8V24cGFTAcLhcIhLly4d2hwo5H7ta1/D3XffnVy5wHSN9w//8A/x2GOP4brrrkt/g1/72tfwP/wP/wOe/exnT914gaf/Ha5UKlf8O5y2fzuIxVxjjDHGGGOMMeaAqNVqePnLX45PfOIT6bP19XV84hOfwE033XSII3ua8XiMN7/5zfjIRz6CT37yk7j++usL21/+8pejWq0Wxv/QQw/h61//+qGM/zWveQ3++I//GA8++GB6veIVr8Ab3/jG9PM0jRcAXvnKV+Khhx4qfPZf/st/wbd927cBAK6//npcuHChMOaVlRXcd999hzLmdruNUqkoH5XL5eRunLbxRrYzvptuugmXL1/G/fffn/b55Cc/ifX1ddx4440HPmYKuX/2Z3+G/+f/+X9w9uzZwvZpGu+P/MiP4POf/3zhb/DixYv42Z/9WXz84x+fuvECT/87/F3f9V1b/h1O2791imMWjDHGGGOMMcaYA+Stb30r3vSmN+EVr3gFvvu7vxu/8iu/grW1Nfzoj/7oYQ8Nd9xxBz74wQ/it3/7t7GwsJCyIZeWltBsNrG0tIQf//Efx1vf+lacOXMGi4uL+Kmf+incdNNN+J7v+Z4DH+/CwkLK8yVzc3M4e/Zs+nyaxgv8f+3cvyt9fwDH8dcd3HuTlLvgDm8RIcpmMJAsFkXJj0mUReoymHQ3jAwWnZJ/QV2D7RplwKrUHU0WlCRen+3W/Xx8+qhv3+ucej7qDuee2+3Z7ZwzvIYrbW5uamRkRHt7e5qbm9PV1ZWiKFIURZKkVCqljY0N7ezsqKenR52dnSoWi8rn85qenq5779TUlHZ3dxVC0MDAgG5ubrS/v6+VlZXY9L68vOj+/r56XKlUdHt7q1wupxDCP/v6+/s1OTmp1dVVHR0d6f39Xevr61pYWFA+n69rb3t7u2ZnZ3V9fa2zszN9fHxU78NcLqd0Oh2r3hDCH2NzQ0OD2tra1NvbK6n+v+93mre2tjQ/P6/R0VGNj4/r/PxcpVJJFxcXkhS7Z10NAwAAAACAujo8PHQIwel02sPDw768vPzpJNu2pC9fJycn1c+8vr56bW3NLS0tbmxs9MzMjB8eHn4u+jdjY2MuFArV4zj2lkolDw4OOpPJuK+vz1EU1Zz//Px0sVh0a2urM5mMJyYmfHd39yOtT09PLhQKDiE4m826q6vL29vbfnt7i01vuVz+8rpdWlr6dt/j46MXFxfd1NTk5uZmLy8v+/n5ue69lUrlr/dhuVyOXe9XOjo6fHBwUPNePXu/23x8fOzu7m5ns1kPDQ359PS05jvi+Oyw7ZRt//+TMQAAAAAAAADgv+A/cwEAAAAAAAAgARhzAQAAAAAAACABGHMBAAAAAAA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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "model.load_state_dict(\n", + " torch.load(os.path.join(directory, \"model\", view, (\"V\" + str(version) + \"best_metric_model.pth\")))\n", + ")\n", + "for i, batch_data in enumerate(val_loader):\n", + " inputs, labels = batch_data[\"img\"].to(device), batch_data[\"seg\"].to(device)\n", + " outputs = model(inputs)\n", + " plt.figure(\"check\", (18, 6))\n", + " plt.subplot(1, 3, 1)\n", + " plt.title(f\"prediction {i}\")\n", + " temp = torch.argmax(outputs, dim=1, keepdim=False)\n", + " matshow3d(temp, fig=plt.gca())\n", + " plt.subplot(1, 3, 2)\n", + " plt.title(f\"label {i}\")\n", + " matshow3d(labels, fig=plt.gca())\n", + " plt.subplot(1, 3, 3)\n", + " plt.title(f\"image {i}\")\n", + " plt.imshow(torch.squeeze(inputs), cmap=\"gray\")\n", + " if i == 58:\n", + " plt.savefig(\n", + " os.path.join(directory, \"predictionTest\", view, (\"V\" + str(version) + \"i_\" + str(i) + \"validation.png\"))\n", + " )\n", + " plt.show()" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Visualize the loss values per epoch " + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Loss and Metric in one plot " + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(\"train\", (12, 6))\n", + "plt.subplot(1, 2, 1)\n", + "plt.title(\"Epoch Average Loss\")\n", + "x = [i + 1 for i in range(len(epoch_loss_values))]\n", + "y = epoch_loss_values\n", + "plt.xlabel(\"epoch\")\n", + "plt.plot(x, y)\n", + "plt.subplot(1, 2, 2)\n", + "plt.title(\"Val Mean Dice\")\n", + "x = [val_interval * (i + 1) for i in range(len(metric_values))]\n", + "y = metric_values\n", + "plt.xlabel(\"epoch\")\n", + "plt.plot(x, y)\n", + "plt.savefig(\n", + " os.path.join(\n", + " directory, \"model\", view, (\"V\" + str(version) + \"metricsCL_epochs\" + str(len(epoch_loss_values)) + \".png\")\n", + " )\n", + ")\n", + "plt.show()" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Inference" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Load inference images" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "very large origin values relative to dims; leaving as set, ignoring for affine\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2023-02-17 13:29:35,036 - very large origin values relative to dims; leaving as set, ignoring for affine\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "very large origin values relative to dims; leaving as set, ignoring for affine\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2023-02-17 13:29:35,042 - very large origin values relative to dims; leaving as set, ignoring for affine\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "very large origin values relative to dims; leaving as set, ignoring for affine\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2023-02-17 13:29:35,049 - very large origin values relative to dims; leaving as set, ignoring for affine\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "very large origin values relative to dims; leaving as set, ignoring for affine\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2023-02-17 13:29:35,053 - very large origin values relative to dims; leaving as set, ignoring for affine\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "very large origin values relative to dims; leaving as set, ignoring for affine\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2023-02-17 13:29:35,392 - very large origin values relative to dims; leaving as set, ignoring for affine\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "very large origin values relative to dims; leaving as set, ignoring for affine\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2023-02-17 13:29:35,394 - very large origin values relative to dims; leaving as set, ignoring for affine\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "very large origin values relative to dims; leaving as set, ignoring for affine\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2023-02-17 13:29:35,403 - very large origin values relative to dims; leaving as set, ignoring for affine\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "very large origin values relative to dims; leaving as set, ignoring for affine\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2023-02-17 13:29:35,406 - very large origin values relative to dims; leaving as set, ignoring for affine\n" + ] + } + ], + "source": [ + "# Change folder and axis iterator\n", + "\n", + "folder_images = os.path.join(directory, \"Split_test\", view)\n", + "folder_labels = os.path.join(directory, \"Split_test\", view, \"labels\")\n", + "\n", + "for images_name, labels_name in zip(image_paths_test, segmentation_paths_test):\n", + " images = nib.load(images_name)\n", + " labels = nib.load(labels_name)\n", + "\n", + " for i in range(images.shape[0]):\n", + " if i > 18 and i < 155:\n", + " name_img = folder_images + images_name[66:75] + \"_\" + str(i).zfill(4) + \".nii\"\n", + " name_seg = folder_labels + labels_name[49:58] + \"_\" + str(i).zfill(4) + \".nii\"\n", + " # make sure to slice the data according to the specified view\n", + " slice_images = images.get_fdata()[:, i, :, 0]\n", + " slice_labels = labels.get_fdata()[:, i, :, 0]\n", + " nifti_slice = nib.Nifti1Image(slice_images, np.eye(4))\n", + " nib.save(nifti_slice, name_img)\n", + " nifti_slice = nib.Nifti1Image(slice_labels, np.eye(4))\n", + " nib.save(nifti_slice, name_seg)\n", + " # print(nifti_slice.shape)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "datadir_test = os.path.join(directory, \"Split_test\", view)\n", + "images = sorted(glob(os.path.join(datadir_test, \"*.nii\")))\n", + "segs = sorted(glob(os.path.join(datadir_test + \"/labels\", \"*.nii\")))\n", + "print(\"Number of images available: \", len(images))\n", + "print(\"Number of segmentation available: \", len(segs))\n", + "test_split = 60\n", + "test_files = [{\"img\": img, \"seg\": seg} for img, seg in zip(images[30:test_split], segs[30:test_split])]\n", + "print(\"First test file: \", test_files[0])\n", + "print(\"Number of images used for testing: \", len(test_files))" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Inference Dataloader" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Loading dataset: 100%|██████████| 30/30 [00:00<00:00, 142.40it/s]\n" + ] + } + ], + "source": [ + "# define transforms for image and segmentation\n", + "train_transforms = Compose(\n", + " [LoadImaged(keys=[\"img\", \"seg\"]), EnsureChannelFirstd(keys=[\"img\", \"seg\"]), ScaleIntensityd(keys=[\"img\"])]\n", + ")\n", + "test_ds = CacheDataset(data=test_files, transform=train_transforms)\n", + "test_loader = DataLoader(test_ds, batch_size=1, shuffle=False, collate_fn=list_data_collate, pin_memory=True)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Inference on trained network " + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Visualization" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "model.load_state_dict(\n", + " torch.load(os.path.join(directory, \"model\", view, (\"V\" + str(version) + \"best_metric_model.pth\")))\n", + ")\n", + "model.eval()\n", + "with torch.no_grad():\n", + " for i, val_data in enumerate(test_loader):\n", + " roi_size = (208, 176)\n", + " sw_batch_size = 4\n", + " val_outputs = sliding_window_inference(val_data[\"img\"].to(device), roi_size, sw_batch_size, model)\n", + " if i == 20:\n", + " plt.figure(\"comparing\", (18, 6))\n", + " plt.subplot(1, 3, 1)\n", + " plt.title(f\"image {i}\")\n", + " plt.imshow(torch.squeeze(val_data[\"img\"].to(device)), cmap=\"gray\")\n", + " plt.subplot(1, 3, 2)\n", + " plt.title(f\"label {i}\")\n", + " plt.imshow(torch.squeeze(val_data[\"seg\"].to(device)))\n", + " plt.subplot(1, 3, 3)\n", + " plt.title(f\"output trained {i}\")\n", + " # idx = torch.argmax(val_outputs, dim=1)\n", + " idx = torch.argmax(val_outputs, dim=1).detach().cpu() # [1, 208, 176]\n", + " matshow3d(idx, fig=plt.gca())\n", + " plt.savefig(\n", + " os.path.join(directory, \"predictionTest\", view, (\"V\" + str(version) + \"CLscan\" + str(i) + \".png\"))\n", + " )\n", + " # visualizing the channels:\n", + " plt.figure(\"channels\", (18, 6))\n", + " for i in range(3):\n", + " plt.subplot(1, 3, i + 1)\n", + " plt.title(f\"output channel {i}\")\n", + " plt.imshow(val_outputs[0, i, :, :].detach().cpu())\n", + " plt.show()" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Computing Dice" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Average metric: 0.8325567563374837\n" + ] + } + ], + "source": [ + "model = Quicknat(num_classes=4)\n", + "model.load_state_dict(\n", + " torch.load(os.path.join(directory, \"model\", view, (\"V\" + str(version) + \"best_metric_model.pth\")))\n", + ")\n", + "dice_metric = DiceMetric(include_background=True, reduction=\"mean\", get_not_nans=False)\n", + "model.eval()\n", + "metricAvg = 0\n", + "with torch.no_grad():\n", + " for val_data in test_loader:\n", + " val_inputs, val_labels = (\n", + " val_data[\"img\"].to(device),\n", + " val_data[\"seg\"].to(device),\n", + " )\n", + " roi_size = (208, 176)\n", + " sw_batch_size = 4\n", + " val_outputs = sliding_window_inference(val_inputs, roi_size, sw_batch_size, model)\n", + " labels_onehot = one_hot(val_labels, num_seg_classes)\n", + "\n", + " # compute metric for current iteration\n", + " dice_metric(y_pred=val_outputs > 0.5, y=labels_onehot)\n", + " metricAvg += dice_metric.aggregate().item()\n", + " # reset the status for next validation round\n", + " dice_metric.reset()\n", + "\n", + "# print(\"Metric on original image spacing: \", metric_values)\n", + "print(\"Average metric: \", metricAvg / len(test_loader))" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": ".venv1", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.6" + }, + "metadata": { + "interpreter": { + "hash": "faf91f6426e9e242a193c30d2a8349d98fec771c697d9de00423bd3b16bc4577" + } + }, + "orig_nbformat": 2, + "vscode": { + "interpreter": { + "hash": "919df3b0f40ee1126987c883c46c8f8809ac48ff395328ce780f97575738a269" + } + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/3d_segmentation/daf3d_segmentation.ipynb b/3d_segmentation/daf3d_segmentation.ipynb new file mode 100644 index 0000000000..bc55e445b2 --- /dev/null +++ b/3d_segmentation/daf3d_segmentation.ipynb @@ -0,0 +1,535 @@ +{ + "cells": [ + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Copyright (c) MONAI Consortium \n", + "Licensed under the Apache License, Version 2.0 (the \"License\"); \n", + "you may not use this file except in compliance with the License. \n", + "You may obtain a copy of the License at \n", + "    http://www.apache.org/licenses/LICENSE-2.0 \n", + "Unless required by applicable law or agreed to in writing, software \n", + "distributed under the License is distributed on an \"AS IS\" BASIS, \n", + "WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. \n", + "See the License for the specific language governing permissions and \n", + "limitations under the License.\n", + "\n", + "## 3D Segmentation with DAF3D\n", + "\n", + "This tutorial shows how to construct a training workflow of the DAF3D network based on 'Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound' . \n", + "\n", + "![DAF3D](../figures/DAF3D_scheme.png)\n", + "\n", + "It contains the following features:\n", + "1. Transforms for dictionary format data\n", + "1. Use of DecathlonDataset to faciliate loading and caching images from Nifti Files\n", + "1. DAF3D model, Dice metric, customized loss function to work on multiple supervised signals\n", + "1. Visualization of supervised signals and Attentive Maps of last validation image\n", + "1. Sliding window inference method\n", + "\n", + "\n", + "Instead of prostate scans data is obtained from Decathlon Dataset Task09:Spleen since image properties are similar (one-channeled input, single-label ground truth). The Spleen dataset can be downloaded from http://medicaldecathlon.com/." + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Setup environment" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "!python -c \"import monai\" || pip install -q \"monai-weekly[gdown, nibabel, tqdm, ignite]\"\n", + "!python -c \"import matplotlib\" || pip install -q matplotlib\n", + "%matplotlib inline" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Setup imports" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from monai.utils import first\n", + "from monai.transforms import (\n", + " EnsureChannelFirstd,\n", + " Compose,\n", + " LoadImaged,\n", + " ToTensord,\n", + " ScaleIntensityRanged,\n", + " Resized,\n", + " Orientationd,\n", + ")\n", + "from monai.networks.nets.daf3d import DAF3D\n", + "from monai.metrics import DiceMetric\n", + "from monai.inferers import sliding_window_inference\n", + "from monai.losses import DiceLoss\n", + "from monai.data import DataLoader\n", + "from monai.config import print_config\n", + "from monai.apps import DecathlonDataset\n", + "import torch\n", + "import matplotlib.pyplot as plt\n", + "import tempfile\n", + "import shutil\n", + "import os\n", + "\n", + "print_config()" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Setup paths to your data" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "directory = os.environ.get(\"MONAI_DATA_DIRECTORY\")\n", + "root_dir = tempfile.mkdtemp() if directory is None else directory\n", + "print(root_dir)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Load and transform spleen data from Decathlon Dataset" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "spatial_size = (128, 128, 90)\n", + "\n", + "train_transforms = Compose(\n", + " [\n", + " LoadImaged(keys=[\"image\", \"label\"]),\n", + " EnsureChannelFirstd(keys=[\"image\", \"label\"]),\n", + " ScaleIntensityRanged(\n", + " keys=[\"image\"],\n", + " a_min=-57,\n", + " a_max=164,\n", + " b_min=0.0,\n", + " b_max=1.0,\n", + " clip=True,\n", + " ),\n", + " Orientationd(keys=[\"image\", \"label\"], axcodes=\"RAS\"),\n", + " Resized(\n", + " keys=[\"image\", \"label\"],\n", + " spatial_size=spatial_size,\n", + " mode=[\"trilinear\", \"nearest-exact\"],\n", + " allow_missing_keys=True,\n", + " align_corners=[False, None],\n", + " ),\n", + " ToTensord(keys=[\"image\", \"label\"]),\n", + " ]\n", + ")\n", + "\n", + "msd_task = \"Task09_Spleen\"\n", + "train_set = DecathlonDataset(root_dir, msd_task, \"training\", train_transforms)\n", + "val_set = DecathlonDataset(root_dir, msd_task, \"validation\", train_transforms)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Check transforms in DataLoader" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "train_loader = DataLoader(train_set)\n", + "val_loader = DataLoader(val_set)\n", + "\n", + "image = first(train_loader)[\"image\"]\n", + "label = first(train_loader)[\"label\"]\n", + "print(\"Image shape: \", image.shape, \", label shape: \", label.shape)\n", + "image = torch.squeeze(image)\n", + "label = torch.squeeze(label)\n", + "print(f\"image shape: {image.shape},label shape: {label.shape}\")\n", + "plt.figure(\"check\", (12, 6))\n", + "plt.subplot(1, 2, 1)\n", + "plt.title(\"image\")\n", + "plt.imshow(image[:, :, 80], cmap=\"gray\")\n", + "plt.subplot(1, 2, 2)\n", + "plt.title(\"label\")\n", + "plt.imshow(label[:, :, 80])\n", + "plt.show()" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Create Model, Optimizer, Dice Metric" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "device = torch.device(\"cuda:0\") if (torch.cuda.is_available()) else \"cpu\"\n", + "\n", + "model = DAF3D(in_channels=1, out_channels=1, visual_output=True).to(device)\n", + "\n", + "criterion_dice = DiceLoss(smooth_nr=1, smooth_dr=1, squared_pred=True, reduction=\"none\")\n", + "criterion_bce = torch.nn.BCELoss()\n", + "optimizer = torch.optim.Adam(model.parameters(), lr=1e-3)\n", + "dice_metric = DiceMetric()" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Create custom loss function\n", + "Based on 'Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound' .\n", + "Necessary to work on multiple supervised signals consisting of \n", + "1. Layerwise outputs of Feature Pyramid Network (Single Layer Features / SLFs)\n", + "2. Layerwise outputs of Attention Module (Attentive Features / Refined SLFs)\n", + "3. Final prediction" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def loss_function(outputs, label):\n", + " criterion_dice = DiceLoss(smooth_nr=1, smooth_dr=1, squared_pred=True, reduction=\"none\")\n", + " criterion_bce = torch.nn.BCELoss()\n", + "\n", + " dice_losses = [criterion_dice(i, label) for i in outputs]\n", + " bce_losses = [criterion_bce(i, label) for i in outputs]\n", + "\n", + " weights = [0.4, 0.5, 0.7, 0.8] # weights for slfs & attentive bce\n", + " weights_special = [0.4, 0.7, 0.8, 1] # weights for attentive dice\n", + " loss_slf = sum([weights[i] * (dice_losses[i] + bce_losses[i]) for i in range(0, 4)])\n", + " loss_attentive = sum(\n", + " [weights[i] * bce_losses[i + 4] + weights_special[i] * dice_losses[i + 4] for i in range(0, 4)]\n", + " )\n", + " loss_output = dice_losses[8] + bce_losses[8]\n", + "\n", + " loss = loss_slf + loss_attentive + loss_output\n", + " return loss" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Execute DAF3D training process" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "max_epochs = 20\n", + "num_training_data = len(train_set)\n", + "best_dice = -1\n", + "best_dice_epoch = -1\n", + "epoch_loss_values = []\n", + "epoch_dice_values = []\n", + "plotted_outputs = []\n", + "\n", + "\n", + "for epoch in range(1, max_epochs + 1):\n", + " print((\"-\" * 10) + \" Epoch: {} \".format(epoch) + (\"-\" * 10))\n", + "\n", + " # Start training\n", + " model.train()\n", + " epoch_loss = 0.0\n", + " for batch_data in train_loader:\n", + " image = batch_data[\"image\"].to(device)\n", + " label = batch_data[\"label\"].to(device)\n", + " optimizer.zero_grad()\n", + " outputs = model(image)\n", + " outputs = [torch.sigmoid(i) for i in outputs]\n", + "\n", + " loss = loss_function(outputs, label)\n", + " epoch_loss += loss.item()\n", + "\n", + " loss.backward()\n", + " optimizer.step()\n", + "\n", + " epoch_loss /= num_training_data\n", + " epoch_loss_values.append(epoch_loss)\n", + " print(f\"Epoch {epoch} Finished ! Loss is {epoch_loss:.4f}\")\n", + "\n", + " # Start validation\n", + " model.eval()\n", + " epoch_dice = 0.0\n", + " for batch_data in val_loader:\n", + " image = batch_data[\"image\"].to(device)\n", + " label = batch_data[\"label\"].to(device)\n", + "\n", + " outputs = model(image) # since visual_outputs=True in shape of [final_prediction,inner_outputs]\n", + " predict = outputs[0]\n", + " inner_outputs = outputs[1:]\n", + " predict = torch.sigmoid(predict)\n", + " inner_outputs = [torch.sigmoid(i) for i in inner_outputs]\n", + "\n", + " dice_metric(predict > 0.5, label)\n", + "\n", + " epoch_dice = dice_metric.aggregate().item()\n", + " dice_metric.reset()\n", + " epoch_dice_values.append(epoch_dice)\n", + " print(f\"Epoch {epoch} Dice score: {epoch_dice:.4f}\")\n", + "\n", + " if epoch_dice > best_dice:\n", + " best_dice = epoch_dice\n", + " best_dice_epoch = epoch\n", + " torch.save(model.state_dict(), os.path.join(root_dir, \"best_dice_model.pth\"))\n", + "\n", + "\n", + "print(f\"Training completed, best dice score: {best_dice:.4f} at epoch: {best_dice_epoch}\")" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Visualize loss and metric results" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "plt.figure(\"train\", (12, 6))\n", + "plt.subplot(1, 2, 1)\n", + "plt.title(\"Epoch Average Loss\")\n", + "x = [i + 1 for i in range(len(epoch_loss_values))]\n", + "y = epoch_loss_values\n", + "plt.xlabel(\"epoch\")\n", + "plt.plot(x, y)\n", + "plt.subplot(1, 2, 2)\n", + "plt.title(\"Epoch Dice Score\")\n", + "x = [i + 1 for i in range(len(epoch_dice_values))]\n", + "y = epoch_dice_values\n", + "plt.xlabel(\"epoch\")\n", + "plt.plot(x, y)\n", + "plt.show()" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Visualize all outputs of last validation image" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "slice = 55\n", + "\n", + "inner_outputs_slice = [torch.squeeze(i).detach().cpu().numpy()[:, :, slice] for i in inner_outputs]\n", + "label_slice = torch.squeeze(label).detach().cpu().numpy()[:, :, slice]\n", + "image_slice = torch.squeeze(image).detach().cpu().numpy()[:, :, slice]\n", + "predict_slice = torch.squeeze(predict).detach().cpu().numpy()[:, :, slice]\n", + "\n", + "slfs = inner_outputs_slice[0:4]\n", + "refined = inner_outputs_slice[4:8]\n", + "att_maps = inner_outputs_slice[8:]\n", + "\n", + "plt.figure(\"Outputs\", (30, 10))\n", + "\n", + "plt.subplot(3, 7, 1)\n", + "plt.title(\"Image\")\n", + "plt.imshow(image_slice, cmap=\"gray\")\n", + "\n", + "for i, slf in enumerate(slfs):\n", + " plt.subplot(3, 7, i + 2)\n", + " plt.title(\"SLF \" + str(i + 1))\n", + " plt.imshow(slf, cmap=\"gray\")\n", + "\n", + "for i, am in enumerate(att_maps):\n", + " plt.subplot(3, 7, i + 9)\n", + " plt.title(\"Attentive Map \" + str(i + 1))\n", + " plt.imshow(am)\n", + "\n", + "for i, rslf in enumerate(refined):\n", + " plt.subplot(3, 7, i + 16)\n", + " plt.title(\"Refined SLF \" + str(i + 1))\n", + " plt.imshow(rslf, cmap=\"gray\")\n", + "\n", + "plt.subplot(3, 7, 6)\n", + "plt.title(\"Prediction\")\n", + "plt.imshow(predict_slice, cmap=\"gray\")\n", + "\n", + "plt.subplot(3, 7, 7)\n", + "plt.title(\"Ground truth\")\n", + "plt.imshow(label_slice, cmap=\"gray\")" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Load test data" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "test_transforms = Compose(\n", + " [\n", + " LoadImaged(keys=[\"image\"]),\n", + " EnsureChannelFirstd(keys=[\"image\"]),\n", + " ScaleIntensityRanged(\n", + " keys=[\"image\"],\n", + " a_min=-57,\n", + " a_max=164,\n", + " b_min=0.0,\n", + " b_max=1.0,\n", + " clip=True,\n", + " ),\n", + " Orientationd(keys=[\"image\"], axcodes=\"RAS\"),\n", + " Resized(keys=[\"image\"], spatial_size=spatial_size, mode=[\"trilinear\"]),\n", + " ToTensord(keys=[\"image\"]),\n", + " ]\n", + ")\n", + "test_set = DecathlonDataset(root_dir, msd_task, \"test\", test_transforms)\n", + "test_loader = DataLoader(test_set)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Inference on Test Set" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "model = DAF3D(in_channels=1, out_channels=1, visual_output=False)\n", + "model.load_state_dict(torch.load(os.path.join(root_dir, \"best_dice_model.pth\"), map_location=device))\n", + "model.eval()\n", + "\n", + "with torch.no_grad():\n", + " for test_data in test_loader:\n", + " image = test_data[\"image\"].to(device)\n", + " outputs = model(image)\n", + " roi_size = spatial_size\n", + " sw_batch_size = 1\n", + "\n", + " prediction = sliding_window_inference(image, roi_size, sw_batch_size, model)\n", + "\n", + " plt.figure(\"Prediction on test set\")\n", + "\n", + " plt.subplot(1, 2, 1)\n", + " plt.title(\"image\")\n", + " plt.imshow(torch.squeeze(image).detach().cpu()[:, :, 55], cmap=\"gray\")\n", + "\n", + " plt.subplot(1, 2, 2)\n", + " plt.title(\"prediction\")\n", + " plt.imshow(torch.squeeze(prediction).detach().cpu()[:, :, 55], cmap=\"gray\")\n", + "\n", + " plt.show()" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Cleanup data directory" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "if directory is None:\n", + " shutil.rmtree(root_dir)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "monai-contributions-env", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.16" + }, + "orig_nbformat": 4, + "vscode": { + "interpreter": { + "hash": "6104c6d6a3194d6b3091f0d4beb3e929effbf304768b258f7e7deadbaf456090" + } + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/figures/DAF3D_scheme.png b/figures/DAF3D_scheme.png new file mode 100644 index 0000000000..09c93c2509 Binary files /dev/null and b/figures/DAF3D_scheme.png differ