{ "cells": [ { "cell_type": "raw", "metadata": { "pycharm": { "name": "#%% raw\n" }, "raw_mimetype": "text/restructuredtext" }, "source": [ ".. _example-augmentation1:\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Augmentation\n", "============\n", "\n", "This example shows how to apply data augmentation in conjunction with the `pymia.data` package. Besides transformations from the `pymia.data.augmentation` module, transformations from the Python packages [batchgenerators](https://github.com/MIC-DKFZ/batchgenerators) and [TorchIO](https://github.com/fepegar/torchio) are integrated.\n", "\n", "
\n", "\n", "Tip\n", "\n", "This example is available as Jupyter notebook at [./examples/augmentation/basic.ipynb](https://github.com/rundherum/pymia/blob/master/examples/augmentation/basic.ipynb) and Python script at [./examples/augmentation/basic.py](https://github.com/rundherum/pymia/blob/master/examples/augmentation/basic.py).\n", "\n", "
\n", "\n", "
\n", "\n", "Note\n", "\n", "To be able to run this example:\n", "\n", "- Get the example data by executing [./examples/example-data/pull_example_data.py](https://github.com/rundherum/pymia/blob/master/examples/example-data/pull_example_data.py).\n", "- Install matplotlib (`pip install matplotlib`).\n", "- Install matplotlib (`pip install batchgenerators`).\n", "- Install matplotlib (`pip install torchio`).\n", "\n", "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Import the required modules." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "pycharm": { "name": "#%%\n" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "If you use TorchIO for your research, please cite the following paper:\n", "Pérez-García et al., TorchIO: a Python library for efficient loading,\n", "preprocessing, augmentation and patch-based sampling of medical images\n", "in deep learning. Credits instructions: https://torchio.readthedocs.io/#credits\n", "\n" ] } ], "source": [ "import batchgenerators.transforms as bg_tfm\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import torchio as tio\n", "\n", "import pymia.data.transformation as tfm\n", "import pymia.data.augmentation as augm\n", "import pymia.data.definition as defs\n", "import pymia.data.extraction as extr" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We create the the access to the .h5 dataset by defining: (i) the indexing strategy (`indexing_strategy`)\n", "that defines the chunks of data to be retrieved, and (ii) the information to be extracted (`extractor`)." ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "pycharm": { "name": "#%%\n" } }, "outputs": [], "source": [ "hdf_file = '../example-data/example-dataset.h5'\n", "indexing_strategy = extr.SliceIndexing()\n", "extractor = extr.DataExtractor(categories=(defs.KEY_IMAGES, defs.KEY_LABELS))\n", "dataset = extr.PymiaDatasource(hdf_file, indexing_strategy, extractor)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For reproducibility, set the seed and define a sample index for plotting." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "pycharm": { "name": "#%%\n" } }, "outputs": [], "source": [ "seed = 1\n", "np.random.seed(seed)\n", "sample_idx = 55" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can now define the transformations to apply. For reference, we first do not apply any data augmentation. " ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "pycharm": { "name": "#%%\n" } }, "outputs": [], "source": [ "transforms_augmentation = []\n", "transforms_before_augmentation = [tfm.Permute(permutation=(2, 0, 1)), ] # to have the channel-dimension first\n", "transforms_after_augmentation = [tfm.Squeeze(entries=(defs.KEY_LABELS,)), ] # get rid of the channel-dimension for the labels\n", "train_transforms = tfm.ComposeTransform(transforms_before_augmentation + transforms_augmentation + transforms_after_augmentation)\n", "dataset.set_transform(train_transforms)\n", "sample = dataset[sample_idx]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "pymia augmentation\n", "------------------\n", "\n", "Let's us now use pymia to apply a random 90° rotation and a random mirroring." ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "pycharm": { "name": "#%%\n" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/fbalsiger/PycharmProjects/pymia/pymia/data/augmentation.py:231: RuntimeWarning: entry \"images\" has unequal in-plane dimensions (217, 181). Random 90 degree rotation might produce undesired results. Verify the output!\n", " warnings.warn(f'entry \"{entry}\" has unequal in-plane dimensions ({sample[entry].shape[self.axes[0]]}, '\n", "/home/fbalsiger/PycharmProjects/pymia/pymia/data/augmentation.py:231: RuntimeWarning: entry \"labels\" has unequal in-plane dimensions (217, 181). Random 90 degree rotation might produce undesired results. Verify the output!\n", " warnings.warn(f'entry \"{entry}\" has unequal in-plane dimensions ({sample[entry].shape[self.axes[0]]}, '\n" ] } ], "source": [ "transforms_augmentation = [augm.RandomRotation90(axes=(-2, -1)), augm.RandomMirror()]\n", "train_transforms = tfm.ComposeTransform(\n", " transforms_before_augmentation + transforms_augmentation + transforms_after_augmentation)\n", "dataset.set_transform(train_transforms)\n", "sample_pymia = dataset[sample_idx]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "batchgenerators augmentation\n", "----------------------------\n", "\n", "Let's us now use batchgenerators to apply a random 90° rotation and a random mirroring. To use batchgenerators, we create wrapper classes for simple integration into pymia." ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "pycharm": { "name": "#%%\n" } }, "outputs": [], "source": [ "class BatchgeneratorsTransform(tfm.Transform):\n", " \"\"\"Example wrapper for `batchgenerators `_ transformations.\"\"\"\n", "\n", " def __init__(self, transforms, entries=(defs.KEY_IMAGES, defs.KEY_LABELS)) -> None:\n", " super().__init__()\n", " self.transforms = transforms\n", " self.entries = entries\n", "\n", " def __call__(self, sample: dict) -> dict:\n", " # unsqueeze samples to add a batch dimensions, as required by batchgenerators\n", " for entry in self.entries:\n", " if entry not in sample:\n", " if tfm.raise_error_if_entry_not_extracted:\n", " raise ValueError(tfm.ENTRY_NOT_EXTRACTED_ERR_MSG.format(entry))\n", " continue\n", "\n", " np_entry = tfm.check_and_return(sample[entry], np.ndarray)\n", " sample[entry] = np.expand_dims(np_entry, 0)\n", "\n", " # apply batchgenerators transforms\n", " for t in self.transforms:\n", " sample = t(**sample)\n", "\n", " # squeeze samples back to original format\n", " for entry in self.entries:\n", " np_entry = tfm.check_and_return(sample[entry], np.ndarray)\n", " sample[entry] = np_entry.squeeze(0)\n", "\n", " return sample\n", "\n", "transforms_augmentation = [BatchgeneratorsTransform([\n", " bg_tfm.spatial_transforms.MirrorTransform(axes=(0, 1), data_key=defs.KEY_IMAGES, label_key=defs.KEY_LABELS),\n", " bg_tfm.noise_transforms.GaussianBlurTransform(blur_sigma=(0.2, 1.0), data_key=defs.KEY_IMAGES, label_key=defs.KEY_LABELS),\n", "])]\n", "train_transforms = tfm.ComposeTransform(\n", " transforms_before_augmentation + transforms_augmentation + transforms_after_augmentation)\n", "dataset.set_transform(train_transforms)\n", "sample_batchgenerators = dataset[sample_idx]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "TorchIO augmentation\n", "--------------------\n", "\n", "Let's us now use TorchIO to apply a random flip and a random affine transformation. To use TorchIO, we create wrapper classes for simple integration into pymia." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "pycharm": { "name": "#%%\n" } }, "outputs": [], "source": [ "class TorchIOTransform(tfm.Transform):\n", " \"\"\"Example wrapper for `TorchIO `_ transformations.\"\"\"\n", "\n", " def __init__(self, transforms: list, entries=(defs.KEY_IMAGES, defs.KEY_LABELS)) -> None:\n", " super().__init__()\n", " self.transforms = transforms\n", " self.entries = entries\n", "\n", " def __call__(self, sample: dict) -> dict:\n", " # unsqueeze samples to be 4-D tensors, as required by TorchIO\n", " for entry in self.entries:\n", " if entry not in sample:\n", " if tfm.raise_error_if_entry_not_extracted:\n", " raise ValueError(tfm.ENTRY_NOT_EXTRACTED_ERR_MSG.format(entry))\n", " continue\n", "\n", " np_entry = tfm.check_and_return(sample[entry], np.ndarray)\n", " sample[entry] = np.expand_dims(np_entry, -1)\n", "\n", " # apply TorchIO transforms\n", " for t in self.transforms:\n", " sample = t(sample)\n", "\n", " # squeeze samples back to original format\n", " for entry in self.entries:\n", " np_entry = tfm.check_and_return(sample[entry].numpy(), np.ndarray)\n", " sample[entry] = np_entry.squeeze(-1)\n", "\n", " return sample\n", "\n", "transforms_augmentation = [TorchIOTransform(\n", " [tio.RandomFlip(axes=('LR'), flip_probability=1.0, keys=(defs.KEY_IMAGES, defs.KEY_LABELS), seed=seed),\n", " tio.RandomAffine(scales=(0.9, 1.2), degrees=(10), isotropic=False, default_pad_value='otsu',\n", " image_interpolation='NEAREST', keys=(defs.KEY_IMAGES, defs.KEY_LABELS), seed=seed),\n", " ])]\n", "train_transforms = tfm.ComposeTransform(\n", " transforms_before_augmentation + transforms_augmentation + transforms_after_augmentation)\n", "dataset.set_transform(train_transforms)\n", "sample_torchio = dataset[sample_idx]" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "pycharm": { "name": "#%%\n" } }, "outputs": [ { "data": { "text/plain": "" }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": "
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tduOD79v219ncxny9HbjoNSnC/YlbOwGJgIFwOEw4HCYUChGNRolEIiQSCfx+vwYX0jcBzZ653W4qlYrev4Bph8NBrVbD4/HQbDZJpVKk02kNKlKpFNlslmq1qgF1J0Dqdn7mtd3ttp3n3nm9e4GXbvvvW9/6dq+pvfaQKKXshzk5befKMN93DlKdZaDlvazIDh06xLFjx5ieniYQCOiBNp/PU6lUKJfLFItFarUatVoN27bx+/2auegUyDUaDRqNBpZl6dderxefz4fL5dKrQFkh5vN55ubmuHXrFnfv3iWVSmk6uRuIMo/VbVUr229HD3cOtjvdpy4D/r5AHUop21zZmn3MpOG7PXu76fu9AMVuGQjbtnG73cTjcUKhECMjIwwMDBCPx4lEIoRCISzLwul0amYhn8+Ty+XIZDLk83mq1Sr1el3v1+Fw4Ha7tfvO7/cTDocZHh4mFosRDoexbZtyuYxt29y6dYu5uTmWl5fJZDJks9k2pqIXuO8812799X6ua7fjdI4FJiDfL304ohJ2v4z4R9O+av/Om7ZtP/kw9/mhAhLdfLu7oY57DSzbrRg7AYbD4SAajfLII49w7tw5xsfHKZfLlEolqtUqhUKBSqVCqVTCsiztVw6FQnoCqdVqeiAul8sopYhGo4TDYbxer97O7XbjdDrxer1Uq1Wto5D2OhwOIpEIw8PDhEIhcrmcHpjv3r3LysqKdpeY52MOiJ3X6n5dP7v1Ie/HQVgpZTudTqC3WPB+aPPdsGqd2/dijrxeL9FolKmpKYaHhxkeHiaRSOB2u2k0GhSLRdbW1vTkLv+LxaIWKUoflD4mOgkTxIp+wuVyEQ6HGRkZIZlMkkwmGR4exuVy4fV6yWazLCwssLi4qNmKYrGoQYV5rjsxYt2uSSfzsNvrZe5vP/bhPpD46Nq+BxL3sQ/9+kFWfeb3DocDv9/P2bNneeqpp4hEIjQaDS0ik4FPVnPi0sjn82QyGTY2NjRwEP9wrVajXq/rVZystARIyKpucHCQsbExkskk5XKZQCBAs9nU+gmlFLFYjEAgQCgUIhQKUSqV+Na3vsVbb72l3SfmKng3/vVu/vjdshCm7WdGwul07hr0drNeQK3zt9vR+uZ/h8OhJ/LJyUlOnz6Nx+NBKUUmk2FhYYG5uTnW1taoVCrUajUajcY9x5EVutPppF6vY9s2LperbbI1gbQc2+Px6O/9fj+RSIRDhw5x5swZYrEY1WqVGzduaHZtcXGRbDbbdj26XQvzupqhpJ2/6YzSuF9WzTj/fdGH+0Dio2v7BkiYtP9u/b7bsQ7b/a7XZ0opIpEIJ06c4NFHH2VoaIhyuaxXaICOygAolUosLy+TSqW0e6NWq9FsNvVAJDqJ7SYUoXBl5ef1eonFYrjdbk0Rx+Nx4vE4Xq+X9fV1SqUSDoeDUChEJBIhFotx5coVvvGNb7CxsaEH2J2o8F6Da69JbTeD8X5czfVybcD2+pxe4EA+2+1+OoFwKBRicHCQw4cPc+jQIcbHx7l79y7vvPMOpVJJgwdhwKTfion+RkBEp5uh8/6bE7roMNxud9t3Ai4GBwd55JFHOHbsmNZWLC0tcfHiRW7dusXq6uo94kzzuOb16WTcdnN9TOsGnM02b36+L/pwH0h8dO39ABJ7UmzZObHez/ZwbziY+Zm8Nv/LPuS9y+VicnKST3ziEwwMDFCpVFhZWaFSqVCpVHC73fj9forFIjdu3CCbzZLNZrV7Q8SPQBsVLIp2MVN3YQ5Wsp1t25RKJe0GWVxcxO12EwgEGBsb49ixY8RiMYLBILlcTv8VCgWOHDlCOBzm61//OgsLC/e4OjqvSTdQsJ37Z7eujf1sD9J3e/1mO1Dc6z54vV4dQXTs2DFGR0dxOBxcvHiR8+fPs7a2RqPRoF6v43Q6UUppICH7NZ8VYRiETTOfM7Mvy3nIc9BsNrVrTkCyhIuur6/zyiuvcPfuXU6dOsWRI0cYGxvTmiCPx6OfPdN10nm9drrWu9VSdNvXbhYzfevbfrY9yUiYAxjcK/J7wP1u+5kMcj6fj7Nnz/Lcc8/RaDTI5XI0Gg1qtRqBQACAfD7P7OwsCwsLOkZeBjnxIwu1K64L02cuxxIdhFJKiyslJr/RaGhFe7lcpl6v62PYto3H4yESiTA4OMj09DSRSIR6vc76+jrNZpNwOMzExARKKV5//XUuXryohW6mXmK7iWy71XAvv38nONmvro3drIC72XZMw26+hxYQjUajDA0NMTU1xZkzZ3C73czNzXH16lVWV1dpNpsUi0VKpRKNRkPfN+mXotXxer0EAgGdN0KEmKVSSeeNkLDPRqNBOBymWq1qQXEmk6FQKJDP52k0GpTLZS0qdjgcOr9KrVbTDODhw4cZGRmhWq1y69YtLl682Pas9WJmerl5TBBxv+OIPCt910bfPiq2b1wbnYzBwwAS5v46XwM4nU6Gh4d5/vnnmZ6eplwua3W60LKlUomlpSWWlpbIZDJUq1XtI5ZBNRAI4HQ6dXioJJoSPUS1Wm2L3DCV706nk2q1CkCtVkMppTURzWZTMxemD1sG90QiweHDhwmHwzq81O12Mzg4SCwW4/bt27z22muk0+nOgfEeDcWD6CFk+857tB9p4V592Hzf+VmvPt45+e3k0vB4PCSTSQ4dOsTBgwcZGxuj0Wjw7rvvcuPGDUqlEvV6nXK5rEOHpa96PB7C4TDJZFJHFUnek2q1qkXB8p2A21wuRygU0sA5m81q/U4+n6fZbFIoFCgUCrhcLgqFgtb5FItF7f4QYDE6OsojjzzC0aNH8Xq93Lx5k0uXLrGwsMD6+npXIWava7ybcaMTaHRaH0j07aNk+8a10TmxdfpCe4nVHmTlJ4PvyZMn+fjHP45SiqWlJRqNhgYHpVKJubk55ubm2lZFIsT0+/3ajyzsgggjRXgmoXSAXtFJYqpKpUK1WtUhcJ00sBxPBnEBLM1mk2q1ysbGBhsbG8zNzXH06FEOHz6sB+9arUY+n+fAgQMMDQ3x4osvMjc3p1ehO7l8Ou9Ft+vY637sZ+sFGDo/M7ffSc/TjS2S19IXBwYGOHz4MI8//jhOp5NcLseFCxe4evVqGwCVfi9hoBK1IaDB6XSSTCbx+Xy43W48Hg/BYJBCoUAul8PlclGtVonFYtqFkc/nWVtb07oLSVrl9XopFou63wKEw2H8fj8Aa2tr5HI5HVJaKBRYWVkhl8tx+vRpDh06RCKR4O2339ZRSSIk7naddqvn6QRynd/v9t70rW/73fYkI9ErD3436zbB9RpwuxwLj8fDU089xVNPPUU6nSaTyeB0OgmHw/h8Pubm5nj33XfZ2Nig0WjolVM3pboklhI9gm3bmvoVn69lWfh8Pg1UKpUKuVyOSqXSBkw8Hg8uVwvnSaidmZ/CBFkyqNdqNT0BPPbYY3g8HpaWloBWZs3x8XGUUnzta1/jzp07WodhXsed/MYm2OgGMDpBhene2C+ruU5Gope7qOM391xj8x6LmYnHZFu554ODg5w8eZLx8XHq9TqpVIrbt29z/fp1CoWC3p/X6yUUCuF2u/UED+gMlQJ4xWXhcrkIBAIMDAxoYCGCzJGREcrlso62kAne1AgBWl9huvgikYgGFpVKRbtABETH43EOHz7MuXPnSCaT2LbNhQsXuHLlCgsLC9pVZ/bdzkVHt2st1q3vdgPRHc/JvujDfUbio2v7xrWxE5DotXroRhXL5718yWfOnOGzn/0sy8vLrK+v43Q6sSwLv9/P0tISly5dolQq4Xa7NVCwbVsLLiORCH6/X38v7od6vU69Xtex+KVSSa/IgsFgW86JSCTCwMCAHtzNczEzCYq/tl6vawCSy+Uol8uaopYsmvF4nOeeew6llK7XEQgEOHz4MEop/viP/5iZmZl7wMBuB93Ozzsnwv0OJCT8czt3Ua8V9XbvO4GEy+UimUxy8OBBTp06xfDwMDMzM1y8eJFarcbS0hL5fF73V0DnKTF1OJ1CRpMJlH5l262aMSMjIwwODrK6uqoZilKp1NZO2ZfsV56NTtZL+rS4VprNpmZOJHfLwMAAjzzyCMePHycQCPDWW2/xzjvvsLi4qMGEWLcwz+10FKZJ+8z7JWzLfuvDfSDx0bV9BSS6CafkdS/rBSS6HAOn08nRo0f5+Mc/TqlU0kxEMBgkk8lw9epVlpeXtd/W5XJRq9VwuVwkEgkGBgZ0HL6svkz3BqB9xrVajeXlZdbW1igUCgAaVAwPDzMwMKAHahnMzPdmnglTcCmrpUKhoFMOy8qvUqkQCAQ4d+4cQ0NDLC4uks/ndfx+tVrlxRdfZHFxsWeiqm7Xv9fnvbbZr0CiWxbGLtt1BRrb9XdzX06nk0QiwcTEBE899RQDAwOsrq7y5ptvMjs7q/UJ0WiUWCyG1+slnU6Tz+f1cer1unZ1mIXhzPaLC0TSuQubJvodE+SaoaJm2+WZFsBrFpMTVk1eS00Ps6BdOBzmiSee4PHHH6dcLnP16lWuXbumwUQ3pmY7RqITqMtncu5mv+0Dib59lGzfaCRg55UZdM9at9OKWgaK4eFhXnjhBYrFIqlUCoCpqSnm5uZ44403KJfLmiFoNpu4XC5GRkaIRqOatTA1D2LmQCnhok6nk4GBAWKxGACLi4vE43GGh4cplUpt1KnsQyhgAT0CLroNwG63m3A4TKlUYmVlhWw2i9/vp1wu8/rrr/P444+TTCa1MG5mZoZDhw7x5JNP8pWvfKXN39xtxbyTu6Pbfdrptx91261uZCfQa1rnylvyQzz66KMkk0lWVlZ45ZVXWFhYIJ/P6zDmSCRCpVLR+SKEteo1WZrhy4AO3xSXn9frJZPJaDeHZL3sZKc680lIuwUAm/s3n5tyuazTa0tq7lqtxjvvvEMwGOTEiRM8++yzOqJJXDLd3HPmfRBgbl73zu1Ml13f9qdVv/8pmv6d3euB+RJ8++IH0KK9b3sWSMD2oYid/zu36+X7dDgcDAwM8IlPfIJcLkcqldLJnm7cuMG7776LZVmEw2E9mQ8ODuo0wjIIigCyczVvruzEZMUn9HIoFMK2bV3F08wCKOcj9LNlWdRqtXtWXNDOgIimIhAIkEqlWF1d1avI8+fPc/jwYY4cOcLc3BzpdBqfz8fExASnT5/m4sWLWsHf69r3GqS3e9/rs/1mvUDFdixPt/5ums/nI5lMcvbsWc04Xbhwgbm5OSqVis5iqZRiZWVFp3LvTIpmslsmk9bZPunTmUxG15Wp1Wq6D3s8Hl2vQ1wg8vxIv7Qsi+XlZe0SMdO+yzHk2cpkMtRqNaLRKJZl6eiO8+fPazbx0Ucf1e7BlZWVe/pvJyjo1o9NFnC7e9W3j74prxfH1DhLz7tohHa+/5GbYUbTByFfpLmy+gG0cO/angYS263WtqN8t/ud1+vl6aefBmB1dVWHfd68eZOLFy/qQa9er+Pz+RgZGSEYDGoat/P4Ai5gSxQpIZ0SYSH+aKGBm82mpofFLyzhoBKvb56HDHYi8DQLewH6GAJGxsbGiEaj3L17l2w2S6PR4Nq1a1SrVaanp0mlUiwtLWmhaaFQ4MaNG23X0QRfvXJOdF7/3ayq95t1c1N0e9/Jrm1HzXs8HuLxOCdPnmRiYoK1tTUuXLjA4uIi1WqVgYEBkskkxWKRjY0NnYek2/2Typ5S80UpRTKZJBwO6z6/tLREKpWiUCjoehwmAzEyMsILL7zA4cOHdfinsBX1eh2Xy4Xf76fZbLKyssLKygqLi4ssLCzopFjy7Ni2rf9LngsByZlMBofDwdWrV3G73Rw9epQnnniCfD5PsVjUQs2dwOt2OonO7/vsxP4xx+QY135uCNjd/c4dscgdGWbgLUXs1/pAYk9br8lpNz7kzknR7/fzzDPPMDQ0xJ07dwAYGhpibW2Nq1ev6lBN27a1dkFAgAycMmmLqNLpdOqIC6nUKSucer3eVuZbkk3Jcdxutw6lCwaDeL3ee/y0Xq8Xt9utXRxCScu+xcct+zbDQ48dO0YqlWJ2dpZ6vc6dO3eIx+NMT09z+/ZtZmZm8Pv9vPDCC9RqNWZmZtoyYG7nd+72eicdxX6y7RiFXsyNaZ0raTGn00kkEuHw4cMcPnyYVCrF1atXSafT5HI5AoEAXq+XhYUFqtWq7hvm/qS/jY+Pc/z4cSYnJxkeHsbr9VIoFLTLzPyfzWa5c+cOa2tr3Lhxg1QqRaPR4ODBg/zMz/wMo6OjOk+Fx+PRyaekzaINcjgcjI6OEo/HGRoaYnZ2VrMoJjiRPm7W9HA4HJpNu3z5MvV6ndOnT/PMM89QqVSYnZ2lVCrtCGp7ATrzfnV+vx/78F431+gIdjyC7XCQeTRG5DdeRT1+itkfiDL9e2lUoyNler1B88bt70xjP+K254GEab00Ed1cG+ZrGRCPHTvG8ePHuXnzJuVymampKZrNJm+99RalUklP2hMTE4TDYR0hYSaUEt+vULBSLtnv9+tB1wyfE0o3m82ysbGhs04Kq1Aul9t0F7CVMrtTvGn6lZ1OJz6fT7+W9sg2kmRofHwcl8vFnTt3qFarXLt2jWg0yqFDh7h16xYzMzMcOXKEZ555RucB6AQF3YBCN+q4b+3W7bps597onNBMnz607mk4HGZoaIgjR47QaDR0ivbV1VUdXSHVX00RsG23IicGBgY4efIkJ0+eZHR0FL/frxNUiRZBdD2SP0LA85NPPsnExASvvPIKX/7yl6lUKhw/fpyzZ8/qMvYCvCVUWp6hTpNnxuPx4Pf7uXPnjgYTwtjJsyeMhVyjdDpNKBTi9u3bxGIxxsbGOHnyJJVKRbMyZt/czl0hz7P5nHW6e/r9e2+aHY9w46eSWF4bT9aB/ZPPUok7qCYsrv+F2D3bO2qKxLvDJP/o1vvnipBneLPPVH7gaapRB4kvX6e5nn5/jrkHbPcJG74D1o1d6LReokzzc4fDwcTEBM8++yyLi4sUCgWSySQej4eLFy+yvr6O2+0mmUxy9OhRXeFTAIQMpqVSSYdbulwu4vE4iUSCQCCAUkqv/sQN0Wg0dJEvYQ/S6VZnEgFbOBwG0ImCZNCWgbzTLWKKMGWwazabui6BuS+ZiMbHxzl9+jQ+n4+NjQ3eeecd3G43Bw8eJJvNMj8/TzQa5ZlnntHnYg6s27FCu70v+81Mt4QwTOY1Fes1gcl3YhIKOTo6ylNPPUUgEODq1as626r0A0loJgJG0ecMDQ3xmc98hp//+Z/n537u53j++efxeDwsLi4yPz/P+vo6xWJRT+amG06iQwTEfOxjHyMajfLEE0/QbDb5O3/n73D79m2q1SrFYlG31xRQCqsgTINEgIyMjHDmzBkmJyf1/qemphgZGcHn87WJi+UaVqtVHW0kOV6kIJmwiLtlE3q5Tftaib1vzau3cGwSqLWoReoJyB/qXbjN8tisnbMhEur6vSqW8WTe25S4+nPPUf7hp/T7wJ9cIrhcJ/fJo+9pv3vdPjSMxP1MTJ0T4PDwMM899xyrq6ukUimtdr906RJzc3N4vV4mJiYYGxvTA4+4OFwul06XLZSwVOM0s1XK63q9rgdkQKfJ9nq9RCIRUqmUTnldLBbbwt6i0SjFYlGv6ESECVtaDPmtmIAPaavQ2DKJeDwenavi9OnTXLp0idXVVS5cuMBTTz3FxMQEq6urLC0tMTU1xZNPPsn58+fJ5/MAXVdm3Zgh89r3WYp7Q4FN6zW5dWPX5C8QCJBMJjl16hTj4+NcuXKFbDbLwsKCrpfRWfxN+sTBgwf54R/+YZ577jmazSapVIrl5WVdR8Z0JcjKX4p9lctlarWadp0sLS3p7K5jY2MkEgm+/OUvc/v2bcbGxrAsi6GhIc0C1mo16vU6t2/f1s8MoPNKOBwOIpEIQ0NDOrFWMBhkbm6OcrmsnyMBNVKPplqtsrS0xOjoKOfPn+fkyZM89thjGkRLzZleLGav6qV9BuJDYA4nyumk8bHTWJ6dN7/H3C5wOMFqtn3cWFomfu0AK8/cx75sUJaNcrlAOWj4Yf2ki+lXhmiurGIVi7j+05sfnon2AW1Pnt+DCvdMkaX8RSIRPvnJT+Lz+ZifnycYDDI1NaUz/vn9fkZGRhgYGNDHln0BWsA1PDxMOBzG7XbrSdoUIUrdDclwGQqFdEprQNO7kUiEarWKz+cjFArp40oiKonQ6EavirZC6hVUKhWtyZAoEimAJABFAAlANBrlkUce4cqVK3pgP3PmDNVqleXlZZxOJ0888QSDg4N8/etf12GxsrI0r0+3697t+u1X63X+9yMghtb19Pv9DA4Ocu7cOQ4cOKALxknNF6AtaZSYz+fj9OnTfN/3fR+HDh3i0qVLpNNpDR5MczqdxGIxPB6Pbt+tW7coFotaPGxqH86cOcPc3BwHDx7kzJkzKKWYn5/X2TClzyil9PNgWRbRaFTrhqQ6qbgZ/X4/iUQCaAGZUCjE5cuXtSDTtm0qlQo+n0+7cGzb5uDBg8zOznLy5Ek+9alP4Xa7uXbtmgbtnQB4JxZCqXujsfq2N8wRDLL6E4+SPwSWE2zX/YO+Gz+dZOTVOIHffa21z0dPYHvdVAZ8rD6h2K3YEsBZUcR/9wLLP/s0xSkby21hO6D0xDTBix4ac/P33b4Po+1JINFrsDUn1e0Gavnv8/l4/PHH8fv93L17F9u2mZqaYnl5mXfffZdEIsHk5KRe0XdOlsViUdOv4qqQlZ+ZhU9cDpKgSgSPZq0MaLEHUq+gVqsRi8Xw+/06DM7MjCntEFeJuYKS78UFIgBDjuPz+TRwMdkNy7KIx+OcOnWKS5cucfPmTQYHBxkbG2NtbY3FxUWcTidDQ0N87nOf46tf/SpLS0s70rzdaGTzHnWulPeDdVvlynXYzapXfu/xeIhGoxw+fJjx8XFyuRyLi4usra2RSqXw+XzYtq1FhrL/QCDAiRMn+NjHPkYwGOTChQs6w6WId8Vt4ff7teZG6r5IvxEmQCKMJBdKo9HQ2V+lRofT6aRWq7G6uqrdbKb2p9lssra2pp+VUqlELBbTYGlqagqfz0c2myWfzzM+Pk48Huedd97RDAWg08xXq1VWV1d1AqurV69y9uxZnn76aWzb1iniBeR3W2iYuS56CWOh7+L4TptrYpzlz03R8CsKB97bWGJ5bJpehcPnw240mP2BBJVB2ecD3Genk6YPmt6t3859xslIaILwagqaTexmU+smPoq2JzNbbrda6wQRnROWmMfj4VOf+hRHjx7lypUrlEoljh49SqlU4lvf+hY+n4+pqal7/NByPer1ui7VLe4Bc2Vuhl4KkBDw0MkiyEQPrZoCEh7n9/vvSekr5yQUMKDZBfF7m75roY6VUjrUTkCF6esWqllcJBsbG1y7do1gMMiTTz5JIpFgfX2ddDrNyMgIIyMjNBoNXnzxRW7duqWBSTeg0O293DOTWbH3SVZAtZki23iv/28HqExAplQrSmdkZEQLGkulEpcuXWJpaYm5ubm2dOzSL2Sl//jjj/PUU0/pJGtSTVYEuhJmLH3HFBDXajWdolraISagYmZmhgMHDmgQLonbLMvSFWzNcwI0IBYNkYAYAbnSdyuVCvl8no2NDf37y5cv60gNaZO4OQTsj4+P43a7GR0dJZfL4XA4OH/+vA5dlfZ0shLdRK6d4NgA9/uiD++VzJaOQIDm48eY+3SAWuzhLUZUE1RTMfbNJmtnXAaQuE+zwVFX2C4bu2MoV03wZB0Elm3i1ys4Xjrf9r3zyEFsnxfr3asPeBYPZvsqsyV0Xw3sRlwZj8d59tlnOXnyJMvLy9TrdcbHx3E6nVy4cIF6va5BROcqUSlFrVYD0KssM4sltECEz+fTA7DsR9ohA7tM3Ga6awkRlQHbsiyd4EfcFAIaep27ucITl4iAmU6FvIg25VjCfoRCIY4ePYplWRQKBdbX1xkfHyeRSOjcA0eOHOGzn/0sf/AHf6DrckibOu9DN9dHp7tjP1lnmnfoni+i17Xx+XwkEgmOHTtGJBJhZmZGV3JdXl4GWvdcQo9ln06nk/HxcT75yU8SCoV02Xizbwm7kMlk7ukv4lYTpkPcY4CuclsqlRgbG9P5IRwOh2Y7JEuquDSEnTOzaUo7BaAIYybtM6ORisUi5XKZ4eFhnRcF0GygABEpqjc8PKzDUg8ePIjH4+HNN99kcXFRJ7WSe7Eb99t+d9F9p82RTHD9R32gHi6jaTvBdto0/I57AMB9mWoxHL2OUU1YVBNQSfoZf6n9+/Szw1TiDobffQ/H3yO2J4FEr5Xubh7+cDjM5z//eaamprh16xaFQoHDhw8zODjIN7/5Tebn5xkbG2srItQpsKzX6/j9fu2XlQFQ3BGmH1kGQ5ncZdCV1VK5XKZarVIul1FKEY/HtY9XBJeZTEZHjZhqd2E4hHUA9IArq08RyJlpjUXEKe2U/Znlz5VSDA8Pk0qluHz5MrlcjnQ6zbPPPks8Hmd2dpaZmRlOnjzJpz/9aX7zN39TCzDNe7EbceV+FLB1ggaxzr7daUoprduRcuClUom3336bWq3GzZs3dcVO6WsmPR8KhZieniYQCFCr1djY2NDHFNeAz+fTSaqERTAZNUkkZVmWdmcMDQ0xMjLC+vo6ly9fJpvN6n4l+Sjq9bpmDYA295rH49HuDhEly/eivZDIFNFBSLscDgdXrly5px+ZUSmVSoV0Ok2xWOTw4cPcuXOHUCjE008/jdPp5Nvf/rYGY3Ktduq7+7Hf7jWzC0X8Kw7KI++Pa3TlGbAfMkgR86848KZtMic++n1oTwKJXlEBO4EIt9vN2bNnmZ6e5u7du6ysrBCPxxkdHdUDhsvlIhaL6RWXDKSmcl1YCKnYKYNOMBjU3wktDO2hbl6vV/9W9iuDqFTtlLZKaXEpvFUul3UWP4fDQbVa1QWTzNLNZgiogB9ph6zo5Dgul0vTwYA+H9tuZQ6U2gb1ep27d+8yNDTEwMAAk5OTrK+vs7GxwejoKNPT01y5cuUeoV43fUSv1/vJOlku2FmoCq37FYlEmJyc5Ny5cwQCAW7cuEGj0dC5GmT/nZOqy+XiyJEjHDhwgJdffllX0YxEIjqcErZcDLA1icvvzX4v/RPQVWz9fj/Dw8MopdoyZy4sLHDgwAFGRkZ0sioRHgMaOHi93rbwTGHJ5PqICyabzdJsNlleXmZ5eZlwOMzAwIAG5vJ7ccEI45fJZLh9+zaDg4NcvHgRr9fLkSNHuHr1qs6Z0es+mNd1J8DXtw/GmhsbTP3KTWonJ7jzQw8SorG9vSc2YhtzlRQDF+v4vvoO7h97nEri3m2cVRv1EelaexJI7AQYOh90mehjsRhnz55ldXWV1dVVwuGwVnSvra1x9uxZMpkMoVDoHpW7DHiiZTAnbInWMH3FAkrE7SGuDimKJCtLWf2LoAzQeSHERyzHl/2ZRYhKpRIul0uHkEqyHtOtIumxq9UquVxOfyYrVjlPcX2YtLvH42F6epqbN2/SbDa5c+eOnkD8fj/5fJ5gMKgTeQlLI9d9J6p+J7bio2rC/HSee+c16rw+UrPi6aefJh6Pc/HiRVZWVlheXiadTpNMJllfX9d9RPYhbMSJEyc4d+4cPp+P5eVlarUabrebarVKJpNpS/Akaaml75dKJQ18xQWXyWSoVCptad9NjYKwHpIvRcCtVMx1OBwEg0EajYYue+9yufT+pe9KUqxKpUI0GkUpxerqqo5KGR4eJplM4vf7uXXrlhY5Q+t5EgDvcDgoFAo6b8utW7f4+Mc/zvT0NGtra7qiaCe469Zv+26NvWHNlVW8fh8w9tD3HVh0UI3bNP0Pd4w6/CsrNG/cxgaiv/4q0S59KfSFNwg8f+ahHvc7ZXsSSED3CIBOoVTnyvfQoUMEAgEdhnb48GHS6TTvvPMOxWJRFzLqdEfI6kxW8mYURigU0joDpZSenJVSmjGQCA6JYZeMgMIuNBoNnW1PGAEZvKvVqgYTsrqSOgWNRkOr6EVLIcJP226FnEqIqfzW7/dr6ltAkbTBdN2YeQ6SySRra2usrq7qdorvXfzxo6OjuoqkuZrsBiY6781+tF7nb7o8OgGF3L/JyUkSiQRzc3PMzMzohFEyyXdWgJW/wcFB/H4/qVSKiYkJnVl1eXlZF+wSsaT08YGBAdLptA5JluRr5XJZF/oql8u43W58Pt89WSvdbjeRSEQDXhOUSBsl7DMcDmPbtg5bFnBrCpJLpRKrq6sMDw8TDAY1K5bNZhkYGGBiYgLbtllZWSGfz2vmQ54LYTekr25sbLC4uEij0SCRSOiQULnm5v9e7GcfUHxw5giHSf34aYa/eJvG8goAzU+eY/5ZH/DwXRCxm03SjzgfOpBQzVZb13/mOapxhaMJ7pzN0G9fopnLtTaymji++fZDPe53yvYkkOi1iut8oM3t3G43hw4dolqt6rCyZrPJ1atXddRBsVhkampK54IwJ1OpmSEVDUVjIJMxoAcpQA+iMkmLBkLcEMJ4FItFLYoUlkAmfRlMs9kskUhED7LCWAgY8Xq9lEolisWipoZFnW+WYJYBXgZsWX3CFlgS4Zv4wiW5jwjzZMUmiYI8Ho/OwDk2Nsb6+npX0aB5P7q5pfabdU70nd+Zr80+GAgE8Hg85PN5ZmZmWFtbY2lpSU+0i4uLbX5+sVAoxPj4uC5XL4AyGAxqOt8UBUsIcz6fp1araQbK5XKRz+epVqtUq1UdDmwyXBLNJMC50WgwMjLC2toaxWKRSCSiAW4+n9d9yu/34/P5NJgW96C474TZKxaLXL58mcHBQQ4ePKjrxJRKJY4fP87ExAQ+n4+lpSXdH+WZlbFC8rjk83kWFxcZHBwkl8sRiUQol8v6/nRzPXXes/0WuvydNCufJ/kvX6FhfFaNuakMfbjuQfrZEbyPDJI/AI2QhX/Fwci/fIXmjr/8cNqeBBLdrJcAU77z+/0kk0mdgVLyRchqBFoCSHFBSDprGaBlZSPbiutCXBDValUPwrLqkpW7xLVLmwQsCLAQMGDmeRAQI8fL5XK6zLjQsmaZ5UAgoOP7ZTUpK1Sz0JZZTExcLOa5CYCSnBdAG5XtcDi4desWDoeD4eFhxsfH9Xajo6Ncvny5LWOgOeh2c2Psd1ai03qxa9DqV16vl4GBAXK5HPl8vk3gKm4tM2EZ0OYeyOfzRKNR0uk0Ho9HuxvE5SAgpFarafYpFGqlDJYQSWGdpACYaHukZLhUABUgIIA4kUhQKBTI5XL4fD5isZiuKyNaHDmehJgKqJfcJwK6BTxLuXulWgmvxP0xOztLLpdjcnJSV0BdWlrSzEg+n6dcLuN0OhkcHOT06dOk02nNLPYCDfu5v+5Fc40Ms/qEgwfK7/AdtNWnAJyADTZM/mH6feBT9o7teSDR6eLo/E4+D4fDeDweUqkU0WhUDybmJD85OalDL83iVrIaklUaoFdUZmVNmbhlhSIDsdC+gBZZ1mo1gsGgDpmTwdhU2EseCFGmC4CQrJeyH2E8vF4vSm0VBRN3iviHxczMgsKaiFJermG5XKZQKDAwMKBDDfP5PCsrK6yurlKv11lfX2doaEhfh7GxMT2xCFNjqt+lTd2o+/1mpvuh13XonMzENeD1ellcXNTsg+gSBCyIxsHr9erfyERrWRaLi4tMTU3p+w9b4BVafVQ0EsFgUPe9TCajQa+4RQqFgi4b7nQ6CYVCuFwuQqEQpVKJcrlMIBDQAENCpiuVCmtra236HkkiJeyBRHNI+LOYMIHS/71eLwcPHqTZbJLL5ahUKgwODnL06FF+8Ad/EMuyWF1d5d133+W1117TuVoErPv9fsbGxnTElAiX5dqb/4XJ6+bu6Nt3wNxuGoEP/ziimjalH3mG0B+9i7VZj8Y01/gYhXMT+L/0Fnaj0WUPe9v2JJDo9fB2TloyYUmOfpksZVIUcRm0ckKI7sDj8RAOh9vSV4sPWVbmsn8zf4S5AhM3gtfrBWgLv3Q4HLoeh8T6SxsajYYWfQUCAeLxuF7RmX5e048tojbRNohqXahcs0aC2dZOUaUk/BEquFKpEAqFNM188OBB7d6A1oSzsLDA5OQk+XyeSCRCNBq9J+2wmNwPU5C5X60TRHRqRzoZNbl/sVgMl8vF2toauVyujbnw+/2EQiGazSbj4+OMjo5qAFsoFMhms5RKJdLpNA6Hg2QySTQa1RE6fr8fpZQGFaLtESZCXAziOpMCdRLBAWgmYmJigsHBQSzL4u7du7pPiIAyEonoyAsBwoFAQBfiEiBkiocFbJsZYZvNpgY3Z86cIZ1OEwwGcblcJBIJYrGYTvcutTZeeeUVDWglm+bc3BzDw8Ntoa47RW/IfeyDiYdrjmAQx9BA9y8bzba00s2B6PvallrIgfUQZ0HvugNHA6pxG8tj46grHFUoT4TZOOYkdGsSV6HC7J8eI3mlTvCtOZqpNe78+QNUkxbes08z/fsbWBeuPLxGfQC2J4GEWDcBn/yXQUDyLfh8PtLptJ7ILly4wO3btzUbIG4D0TDA1upD9pHJZLQbQQCEiCpNGlncFhKVIWBBBiefz6dBg2wrEROBQIChoSGKxaL2h8tvxUUhERjClMhxpQ1CAwtTYIbNyYQkA7ToLgC9ghWAIW4bcYN4vV5GR0e5efOmvrarq6scOXKEVCql9y0MiEmxm3+mq2i/mnnunaChk60R14Rt28zMzJDP5ykWixrcSt9oNpu6aNfAwEDbZCvhlcJgbWxs4PP5dMSEVOXszC0iLISwCWKVSoVKpaKZBEkAJc/J22+/zcDAAMVikVKpxNDQEIVCoS0UMxaLaVejUopyuayPo5TC6/XSaDTI5/OaKcjlclroLFFNoVBIt01YDel/UnNGzu3s2bNcv36dVCqlmZBisciNGze4cuUK+Xxe719cm51mgok+iHj41nz0CNd/3N/1O3fOwfQvGkAi4mHyP20t5ioxJ6mHmJNx7ZyNdpuYuPJ+brvxuwO/vUrz2k0Wf+F5HFXF4IUKnpU89YEQ4//oFe7+vec2M3RalMadhA8dYuT/XKMRskG1ElhZ3j09LXe1Pd1iczVgZu+T74S6dbvd3L17l1QqRTwe17U0hH1QSjEwMNCWowG2skGKhUIhCoUCkUhED1QykIuLQFwRkrDKTJEN6LoFZty8OenKCktcJeIT9vl8uoqjGVUiYkfRcsigLgOqTCIy2ZjZK0XcJn5qWaXJNRCAI64VpRTj4+MsLi5SqVTweDwUCgUsy+LKlSvkcjlqtVrbZGRmLOyMwd/PYKKbyLJbJICIbqVPVCoVlpaWtFBXtgEYGxtjZGREs2+SV8S2bR0tFIvFGBsb46233tIFuqSuRbVa1VFLTqeTQqGgWQEBv5LPRCZ8E+gK4JbP1tfX9f4lO2owGCQYDGog7Pf7qVQq2s1XKpXIZrO6D/l8PlZWVnQ6cAE/Y2NjGlAVCgWtFZGoFQFMq6urwFaxO7/fzyOPPML6+jqRSEQzFmZYtABnAWed7qdOZq0PJh6euQ5Mcev7guw2AsPx0nm8xvvA0UOknhx6T23wrjuoJqx2sGBD9IZi5Gtr3PqJARrB3TOq8UuKod9vLb6sjQ0AJv/5FexqtVVj48AkyrKZ/cXnqId3Pu+7PxwicfhZIv/21fs6r++k7WkgYQ62nUDCHIAFINRqNR1jXyqVdPz80NAQo6OjWncA97oiTH2EpNI1VySyqjIpYWhX55spscvlclucvug0ZJCW37ndbh1l0ZkrwhSDCjiQydosxCWTu4SZSrVFoZHFJGRUzlsGcwE1lmURDodJJBIsLi62xfcL+JDfmFEhsjI2r4dYZwrm/WJmyvBeoMIU45qJz0SzYF7TsbExPv7xj2uNSmcEEaDFiul0muXlZVKplO7nAoYPHz7M6OgosBUWLO0wxbySME32LWHI5XKZcDhMMBhs6wtmsqx8Pq+fNWEdKpWKdi+aTFu1WmVtbY21tTW8Xi+HDh1ifHxch3im0+m250tCruX57xQSyzleunSJUqmkq+sCbcc182h0smvCGMn+97ub7mHaymfGqUd6T6ZNr032J54l8Ue3aKZSoNRDL3Y1dL6Oaty7z8DlZXJPjmPf56zorNFqq2HNjQ1QivyPP9MqS66gEzwpC5QNzefOtLlXGgGbhv/DBV73NJAA2qpoQvsA7PV6tV9XVhvhcFiLyYS+HR8f18p0cWuYKxEBDDJRSty70P+ioYAtIaOY6BkEKIiWQUCFxN5Xq1Wi0ahWo8sEbg6swizIACb7l8lGkl2JH9sc+ITejcfj9yS5gtZEIIOx7DsSieh2yjm53W4GBgZYWFjQVHUqlWJoaOie3AAyQUkIoIARM6xWrvV+NNP91gkkhE0TEGxGwAgjJWHEtm1z7NgxwuEwxWJRr8ahvWYFtMBEJpPhyJEjTE5OYlkWGxsbpFIpstmsTjwmYEJYgXq9rrUx0m8lBFRcHKFQiEwmQ7PZJBAIaEbKzC0SDAa1uyMYDOpQTIlCCYVCmiGR9koIajAYJB6PMzc3x8bGRlt9GFPfI+Bc2meKlJvNJvF4nOnpad566y1mZma0/iIcDrdl0RQ9h1np1Hym5G+/guGHbY6zJ8kebb1WTQjOOSgPtyeDsrw2qSch8VoIUimW/8Zz+FMWiW+v0rxxG1WuEr7TmgsqSbYFJZ2mGorgvKIeBHfh3jGp+OjoA51XLaJwPnKU5pUbW8d68jR3fjisz8236mgLYXVWFNNfLGN5ncx/0o/tsvCuOaglrPct2+b7aXu6yZ20u0mt+v1+AoGA1j3Ial4GKRlcvV6vFooJsJCwNhOkmOyHDNYej0cLxBqNBuvr63pwE+2FTASiU5BJ1PQLW5alB1Bo91PLikeyAcpqUzIDynEkx4AI5hwOR1sUiAAA8T+b10REbGZ6ZWFzfD6fjgaRayA+aWFG0uk0kUhEryjlnAXEicpfBmaTBheQt9/MFAKbk5J5XaS/mhkeTQGtGRkTDoe12FZW+ALkZBKX7wKBAAcOHCCRSOB2uxkcHOTUqVN87/d+L08++aSm7QEdlilAWdpmWZb+XASdpnhZcp1ItJO8z2QyBINBrXcoFArU63UdHSK5WgQ8CwB99NFHOXr0KHfv3mV5eZlyuaxdN6ZbT/qX1+vVIakSVSLXwOl0Mjo6qhcfIhA2XRtyraUPyz2Q8UD+zMRufXtvZrscWO5N8XFTMfJaAe+G2jayM/lulbVzMPNjIwA05hcY/qcvM/xPXyZ2/T5AhAXOCox+K4e70KTpddD0OrA8Csu9+edSKNtm8E1r9zXCbLBc0Ii3NDyVH3iajZ9+jjs/EqYRalUEVU3F+Ne2IjWUBYElhbJh+RkvjjpEbjiY/mIGVW+NlYUJRe4/f7bFyHwIbM8+Id1AhEzQPp9PT4AyUcmDLwOxrFjMEEoz5E0GzM7c+5LN0qyLISyADCxCPQN6kJWVmYSIikhT9BTCGohYU0CNqObD4bAe3ITBkIiQer1OoVAgGAxqXYUwGNCaaCKRiG4L0Dapi85D6GkBR6J+lyRYMuFLm0VBn8vlCAQCRKNR7auW1ai4P8yQOWmT6T7aj9YJImArQqMTdEE73S65UJaWljQIFPeVhPMK6yZ9W/Yn/VpcXMK0DQ0N4fP5uHr1qtZfiJ5Hji/sRD6fb8uyKgyBtFe0QKYuRvQMtm3rqCVhHgKBAJFIRJcGF9fbwsICPp+PJ598ksXFxbYiY7CVk0XCSs3+Km43eZZkjLAsi0gkQigUwrZtBgcHtdtG3JKm4NTMC2MKMIWd6IyI6tuDmSNbwp0PUw+3hIX1iIeJr6S58VMx7E1SzVFXeDKK0tEBfNEA3leuMhw/TeYIuCbGaQ7H9P6cNZvIDSeVIahFtx9nEu8oBr+xRH0kCgrcxSauQh1scJbrOLJF6iMxGmE3odvrOOuDLH7Mie3a3q3irCjG/vnbWJv9fOO4i+LEVlu86w4O/qvbNCYH9Wfjf2IR+OrbqKlxJr9Ux5nKQKNB/dCIXtrX4hbrZxTR33Z+KMJB9ySQkIHWHBxMNkLcAeYKTgYZiaYoFAp69ZzJZAiHwzoFtqz2JCbfXFkJ02H6UjujIcSFIYBCGAuhT4UWNv3fkpVS1PACBExXg9DHhUJBU7DmwCfJdhwOB6VSqW3Qk1WTrN4kvA7QK0zJ7hkOh/WEk8vl2vJkiG/e9EMLdT08PKxBg0xgnREIYma+jP1oJgg2gYS5ypVrLmaG7DabTdbX1/VkJzk/lpeX9SQowNTMsGpZFtlslo2NDQ30pO+kUqm2dm1sbJBMJvWz4PF4CAaDLC8vt9WPyeVyOltsNpslHA7rPiTCR8mCmsvldKipsIXyfAmAEHeJFNE6e/Ysfr+fbDbbJm6UZ0RYO+lTy8vLTExM6GdO8saYImWv10ssFmN1dVU/28IymvdCTBYKZltNN0ff3rs1b9zm0G+6ufHTCZQFvrstYSK2wlWE6S+VST0WIHa7ztxnnNiOMJFbj1ELQz1ic+enp6kObE3S01+sE/rt13AeP8KNvzjYs5w3tLQItstJ9kgAX7qJ/51ZMh8/QOZIq8/Er4fJHHEy/a9vYSeihC6vc3g5yPIzIQoHuoMU1QRnTWFVWotKx9mTVBMduY5ssBNRMsdDCPXiqFtYlQrZpwfJTzoYOh8gfcJNYdrS26hmC1R9WGxPAgnRAHTSjOLPFwDRGXkgKwpZlchA2G3FLIOGTIoy8cp+xBcrxxWTlbjX69WMh0zo4XBYuxJMHYOpT5AVmoSUCg0saYRjsVgbDSwiTECHeIpPt1arUSqViEQi+joIAwPo9wKEhIkxRXwCamQgFo2HACBZIReLRRKJBOFwWAtGTesEFGZNkv1oJgjudGuYbIS5vZipjxFLJBJtkTK2bVMoFEgkErrfym+ESTP7ipkoTCZNieoRhsy2bXK5HI1GQydSkzBUca1I2Gaz2dQuw1KppN2Afr+fdDqtAWokEqFarVIsFrFtu20/4oJ44YUXdIVTM6qoVCppxlCAk1KK6enptjwm0lfl2q6vrzM7O6vPu1AoaBZPwITJlHW6OE3NhFzHvr2/NvCODbbN0FsFXEsbuJ+ZpBazyB3euk9NX/skXZjwMHDqOM0rN0lcGqThU2SP2ZrdMG39UZv89DAH/tlNVMDP9b95CNttYzssfKubmoshi+t/8xCTL9axFbgLDXwbNoUD3dscu6IY+DdvYlut8bQyHNhV8qzCmJuB0yf0e1tBacxGWeBfdlAas4hdUwz86psfCjYC9iiQMF0Zpk9Z/szkSiZ9DGj61e12U6lUGBoaYnp6mkgkAmz5gGVQEVpX3CUyIJlJniRJlYi6ZLATsCFhZ2YND3kt9LPH49HJfcR9IisqmQikToisLiWBloAjASaSXliAktC+5krOFKCZYatCXct5SE0GSV9srhwDgYCmwOfn51leXmZkZKQNnJhCWDFTkLnfrRuI6GQjTI2OrMLNMN6RkRFGR0dZWlrSbjoRIJrp16U/m6BBgKDoDYRpEhdcsVjE5XLpkE0p+CbPj+mKKRaLWoSczWZ1+m1A99doNEoikSCTyWj3omiDarWajoiSmhqBQIBMJqP1F/I8BoNB7bqU0FWzBLnpkhCXhZxPo9EgHA4zPT1NoVBoC6vO5XIkEgn9XHbeJ2GDzPd9e+/mCARI/eePUZgGy23jKikqB+J4FwuoJrhKFtkjAdKnwZMJMfBOE1+6Rj3oYuG7XbhziokXi1QGvSx892ZElAMsjwuH30f8N98CIP8/nqPpbL9nzqoidgVyh4BkjMXvHsDydIR/bu7P9trMfL+L0W/auHO9Rbaj37KJvJPCdrlQLhcqFGT1nAewUA0FDrtNNOnbaBK76iRz3Cb9qE01kWD8K2lq4TiebI2h1x2sPulg8EKN8oKL+Pk1mpvu8w+D7UkgAffmkDCjIEza3ZzMJGukmchnYmKCRCKhJ2LRVojP10xlLRSw1+ttAwaSyMl0SZgho+LmMPNOCBPi8Xi0+8NU5EvdAtE1COhoNBptdTvEjWK6SOr1uo64CIVCbWmQXS6XFrgVi0VCoRCRSESL6kw/cKPRIB6P61WdFCyD1kCeTCbZ2IyLzuVyrK+vA+iBWESg5kRoai06WaD9ZuY9lP+mlkHM1EhI6LLcJ5/Px+OPP66peZnspQiW1+slkUiwsLCgQUQoFNJCROk/5n2RSVg0OplMhsHBQc2ABAIB7QKUtpk6gkKhoMGGCD9l0hXXogkypDS46I7ExShg6OLFi5rdk3OQAmKSX0WiM6Q/SVEur9erE8lB6xlYX1/H7XZz8OBBNjY2uHbtmgYGkmVTqvrCVnSNCZBlf/u5/z5MS//YY2ycaq26ExcVg6+uUzwcY+aHE8Sv2Pi++DrOzzzB2uMuKoM2S3EH4GPixQYjr26GIA96qUY261cAGydtNh6JAI8SvQmDv/JW12OrBgSX6+QOeShPRckdaYGI6HWFqwzeXBO7A1R48k3cK1k4Gui6z9DdIvWhMHf+8lZOC9vZaufQGy0NyMrTm8fPFvCmfVhuH7bDQfaYTXHcYvEzCUojNvnpAEd/LU0tnGDu025sh03TM0DciALZ67YnVUS9VrKmi0NYCVNxLWWDhZoMhULE43E9cIr+QVwfsvowJ0MRmonYTASOstqTFZMZ0igph+W4QsuazIJ5bj6fj2g0qisoSrY9aZOpajdX+8J0yCBrivYEaIhbRMSdUqNDKjICOuRNfOwiupSU3ZJEKxwO66qkIlZbXV3VqvlOnUpnW828F/vNOs/ZdHGYLIUJIgCtCTDTQ8fjcc0qCNgT4GnmCpHfCMCUkGdhr+Q5kL4j/Ut0DFJfRsKeJZxSxMcmE1AsFjWgMfOkWJal3XdyXLke5vEFzCqldM0OWQBUq9W2xG8ul4tyuazLhpt5VPx+v2Y6RIQ5OTnJ4cOH8fv9DA8Pa1eGPKMCSDrvh3mvut3Dvj242Q5AtSIYhv7TPPVksOWCcLR0BJIrwlVSDH0bUDa2y8a/WMC/VEFZNrZDtbEIthNsV2s7y7mN+0mB7WiBBluh9xG522Dwq7OEvnzxnp8sP+0h8+RIz11aXhdLLwT08XG0WJbJP2oS//YS8Zfu4qgpalGbhT89jWs1h7JtRv9glsgNByhIXqrhLihsl019IMDQH8/hrGye156cmXvbnmyuKXTqNSDLJCp/sKUhkDLHMiHKIGamiDZ1FTIwyffValWDCRnMzYgREVSaK0sZ5GWSloHLdEEI41GpVHRcv+mukFUg0DY5iL9aro0ZtiYCOWmTnD+gB01puyjt5TvJj2GK59xuN/F4nHA4rEMHXS6XHsQLhYKmiTujajrv334FEdtZJ0sBW66NZrNJMpnUYFeAstlPTWGwAF+5pwIOJM9DJBLR0TwCmCW6SHI3iODXDCMuFoua3ZKwY2EdpD8Gg0G9bwEHAnTlWKK9kMyX8pxK/3A6nTp800x1bQqQpby5sHXCCpr6Jdm/7EMAydTUFCdOnNAVbEWbIdfQvCcmsOtrIt5fs70eKgMe7G7X2Yb4myk8G63x5MZPRakMe3Ft5n1wFy0G36Dtz7u2OfY0m4Tu3rvLht+mknAy/Wt3W6Bl0+ohB+WToyz/xbP3/KaatCiM9p4ebZfSwkpfysHwa3D411Ioyyb/2DDWYIzEJbA8NvkDFrmzLeYi/+Q4jU2SQzVtpv8gA7bCvZSjORRl6istRrgyoKh/+gmcp473vpB7yPY8kJD30L6qk8FVHvxcLqdXTUKbyipMJup8Pt+Wl99UuwuNK2FpMuBKCKTH42FgYICBgQE98UroqRnDLr+TPBCyjQzaAhYkpFTaJaslmQgk+sKM2zez+JkZCWUAlMldQI6cuymilOsoLIJci0gkooWfLpeLcDhMLBbT51Eul3XeiU59ROfga4KI/QwkOsNhTdcG3JuxtVqtanZIQKhoewBdkVMAshkGLIxUo9Egk8noXCqyvYh5pZidaAdkdS6g0hRu5vN5zUYVi0XcbrfWz4TDYd2v3W63jv7odEFWq1UNzsUFKH1SjiniXfOZMzOwCtiWfYuZLhp5tsQFUiqVWF9fZ2BggO/5nu/R7EwikdDPd6e+p5OZkHu4n/vw+2Gq0STy1iLKshn/WhnLCc5kovWdBVbQx+gr1VYFbgc0fA68y5vhylWb8HxV/8XfzRKatylO2Cz/3NOMfOEmx345gzft2Ip62PzXGE+2tWP5ecX8p9xUo5A74MSdc+DOOXAVWz8oj9pkjrW3ffwli+P/bB33hduMfb2Jo67wr9hEX7yB7XbR9DmwlaJwOEo92Iq+QEHqsVY/C19YwZMz+pPRt8pjQdwzKSI3HJRGLGY+72b1uYS+NnvZ9qRGYjsQIYI1UyMhoXICCETMNTIyopXl8p1t2zoZkKy4ZLCr1Wq6PLIMbCJ4Mwd8AR3iIwbIZrNEo9G2AVd+Z4bziYtAaikIdSzJeyYnJ/UALC4LUbzLSq9qiHDMxFgCjoLBoAZTspLLZDJtQMS8frA1ScnEpJQiGAwyNTVFpVLh1q1bhMNhAoGA/q2cRzefci9GaT9bp1vD/MwsM28Kes+cOaNDgp1Op9bEVCoVzW6VSiUSiQSVSkWzR1LzAmhzO4hLBLb6sQDEcDjM0tISg4ODVCoVLcSU3CPy7Enek4GBAZ3BcmZmRjN26XRa/0aAhoRoyv4k+6pcA9hi9SRaJBgM6mJdSimi0agGusKOmFknTXedKZwUl12pVGJ4eJhcLqcBvimqNDOy9lmJh2/etAMsuPrXRkheUERvlXGv5tn4IR/Z48cZfs3CnVM4SlUcQTfxKx7yB2DlaZv1U3GG3rJQTZvyoIfCWAvsuko+qnGFswKhhSbWxgZ2KsXkO7D6c8+TO9oaf0ojDpqe0Gbq6RZATbyjGHgrc0+lTecjR7n2s0maXpu2Qh+Ad61GeSqKfTBGYL7A9Jd8lAc9zPzl4wy+U8e3WqUy7MVWiuSlCrbLT+6QRWxT7rD+/CiZE5tjpILMya3qprazxVgMvl3E0QhQGlFsnLTIHTnO2DcaBF69RXM9/fBvzEOwDwRIKKVeAI7atv3LSqlBIGTb9p2dfte5opP/na4JWVnEYjGd5U5CMWX1LROwxLBLUiYRJcoEK4OhSaHKnyTbEVW3+FnN+HRZJcJWzglhHIRqbjabzM7Osr6+zuHDh0kmkzQarYqNwqwIRSyTsWgdBCQJqyHHL5VKOnumx+MhGo1qkacAIjN8VHzXstqDFjMRi8W0FkRqbAwODnLnTut2WZaldSMiRu1Mgd0HEfdaNxed+d/lcuH1ekkmk3pS/q7v+i7OnDnD2tqanmAFSASDQbLZrF59S5VOj8ej3Ram8FdcXmYZb9hKmiX7FiAs/Ub0E1JbQ8S++XyeGzduUCqVOHToEJlMBofDQT6fZ2xsjHQ63ZZ0TepzSEIzibRQSumQaenX8oyKIFo0FxKh4nK5iEQiZDIZzTbKcyBmZm51u92MjIywuLio9RLC6nRGb+x03/r24OZbsxn93dtsfPdB1s7CwCv5VsjnmzYrz0DDr5j8/RXs2QWak6cYfGWD8kCiFVKpQNk27lKD4oiP/EHzntlEbjgIfuG1tiSZY19aIH9oFNsJlcGt+hWHf6uMeyVLc24Rq16j01S1jne99Xw0QnYLUMiRXA7mP+XG8thEr0UZ/YMZPOeLhI5NcfM/C3L4C4rQ9QyqWKZ8fJjorTojX8/jyJXIPT5K+nRLqxGcB9+bt1n4W2YY6CagjnoYenUDx+oGuecPsPhxmPu0k+O3k7BfgYRS6heBJ4HjwC8DbuDfAB/r9Rvz4e32IJtUvkz8Zr6HQCCgV9fCQEjSHZmAJc22UPbCWMhqvHO1ks1mtVtEBkdpnwAXyQshqyIBI8VikfHx8TZf7/j4uC6QJToHYSbm5uaIxWL6WBKm2elXtyyLarWqJ4VsNqtXmPF4XEd2yKBdKpV0WJ7oJUQXAa0VYTabbZsAxCcu9HEgECAUCumJSvbfzb2xn8FEL51PN1GfTObiihBtymc+8xk8Hg9ra2tYlqWTrPn9fj0Jl0olXVXTFD2aYk1A91FhlAQAyn1zu91kMhldLXNiYkL3JdiK2jD1BZI2XZgRr9fL4uIi4XCYkZER/bkcXwC1RAiZrhABzvI6EAjoEFNh/SQvxdTUFIVCgXQ63ZYfQs5DNCYmiDp48CDnz58nl8sB6Gde3CymsFmuSScr2rf3Zg2/whpOkJ9yMPqtBqrRJP/oEM6qjSfjpDAOuelhkldaLghvl324slXSZ7xgt0SaQ6+Do2FTTtiop85QGvPjaNh4v/QW1uoa2GOATeKiTfTXX9lqy3btvH2Xyb9/F4DMTz3H2uObX5jdwIbsMZvs35pi4LwiuNJixtbO+Mke8zH4FiTOtyLeCkejQMtFGbsGwaU6nq+8gfXEKSw3oGzqw63vlW0TvLpK4dQw9sEIxWFH62B7vAt+EIzEjwCPA28B2La9qJQK7/SjbgOxmb1SJkHRKgAsLS3hdDoZHx8nFovprJAipJQBQ/z3skKS1bqADnOVJoO9DGZmoiWJtPB6vZqdEFDTaDR0GeSBgQENDOQ8wuGwBjMySSuldFhaKpXSSYhkspZVpWTINF0vcp7i767X64yMjOjJJRaLtaUKl/MUH3MulyOVSmlxpvjJpX6Cx+PRwj5ZFcp7kx3qdv/2q3Veg24gwsyHYFkW77zzDsVikR/5kR/RwkeZbAU4mlFCEuIrrJjkN5E/s7iXhD4DWjArJm4vATLZbJZYLKYZhHq9ztrams5/IiA9GAySTrdWSZLNdX19XWsRhElZW1sjEonoc5LzkDYLaJFnXAD+0tKSBkbpdFqzDGZ9DQE20WiUgYGBNped6J4+9alP8dWvflXnsRDxtbgJBbCbmgm5J/u5D79XcyYTqHCIhr9VJbMR81GL2gRmcmBZ2EoRnC2Qm4pSOGChmrD+iIvI3R7ZJGeWOPavLJoRLyjF0scCjH6zSNPtZ+XpMLkjFs6q4tBXW1ObswKukgNv9sESO3lzTZTlAEtx7J+tQDoD33+c6S838N1Jk3phmMKEojzk4cQ/nsVaTzOaiLP0A1PM/FASTw6GX85SPBBC2TYD316ndCCKa2SY9UfCWJ5WSGxpxIOrYhN6e5GV75vEcoGrDKURhbMMR//veZqLKw96G953+yCARM22bVupll5WKRXczY+6TUTmClr+CxUPrcFubGyM8fFxzUjIZCtZHU1XB6AT8YjiXFZrMqhIzgrJrCesh7malInADHHb2NhgaWkJ27Y5fPjwPeIuCd2TgV/2Jy4QKeMt7opKpUI4HMbv9+vsgIVC4R5Ro4gqJQxPgI3U1pDzEDGngCHJ/icMi+guxA0iVRmTySRKKZ3IStwrps9frsV+HoS7AWETPMh/c9Uv0QuPPfYYyWSSpaWlNgAJWwmrzGythUJBT/ASGiom/R9oi9gx+zlsVZkVnUGlUiEUCrVVfpWwTdmfaB3EhSJsQr1eZ3Z2Ftu2GRoaolgsksvldGnxYrFIJpPRkSXSR6WPm7lVBDRIhspMJtMmJpZFgEQlCfg3a/AIoBoeHubKlStaO2L2W7kO5vMkmpJ+YrUHMKWofP4p1k+7KA+3Uj9Hr4OqWzQ9kHoqztBLW1qv4deLOOpBysMw/a9uUjo3vbUvG70it2s1sqdjrdLcAFg0fS4aPtWWBbO1bZ1Dv3OvBuJ+zP97rzNZfoL10x7sxRXsapXxlxr4r69SPTjA4KtrqGqdu392jOwz48A4ACO/fY3CC0dYP+XCUdsCMZbXjavU5O5fOLwZ9mrpc7NciqXPT5I9bhN/VxH/lVeIfPIcM9/nJfP0GNGvV2murD7wubyf9kEAid9SSv3fQEwp9ZeBvwj8851+JA+zGeop7gx5Lyl5ZUXi9XqZnJzUkQYyWJqRDbICEgsEAjr7XjQa1QOLDB5yLAEiJi0sq3OHw6H1BDLgra6uUq/XSSaTbXkfBFCIoFLa5/V6SafTNBoNRkdH8fl8XL9+nVAopBMPiW9cgIEcv1wuk81mNeiBrdoBpjB1eHj4HnbH7XbrGH5Zpcn5y/toNIrT6SSbzeqIAhP8dN43GXz3MyPRy7VhmqmPENAbDod57LHHcDgcbQmYJGNjo9HQLgOh3wuFAvl8XjMJ5sq6M1OmGQUkfVn6pbgapqenWV5e5vXXX2dwcJDBwUGdwtqytkrHC/AQ5k8iMURjVC6XSafTuq+IzkhKkYuoWepymLVwTJP2OxwO0um0zroqoEfArgAQ0ULJM18qlVhbW+PEiRPcvXtX99FOF4YAaWH3zH7ct92b69ABbv+5MeoRC9vR6m+eDQfKsqnFPBz8/QorT/kpnmgVsiqPBnHULbxZC8vjoPTkNE3PFjM09Dq4S01QUPz0KUqDDgKLW8dLP+LFm7EY/jasPrX1uV2vYb8HENHaiY3nK28Q8z1N6v/xKKoJocUGpRPDNH2KWjSOs2yRvNzAVWyy+qSX8pBFcHac5WeduPPGrpSieCBE+PI6nqyP0phNcN7B4NtValEXzqpF/lDrvIsTCudPPUdooYblsVl+XrH26GEcjSMc+tfzNO7Ovrfzesj2vgMJ27Z/SSn1GSBHSyfx92zb/uMdftP2ZwrDBEzIqtikKX0+n9YFmL5Xyewo/lAzTbCZwdL0m5oARihccUMIcBFmRJIIRSIRTZ16PB5OnDih3ROy4jNN/MKmzkCOKT7q1dVVlGqVkTaBlKxKHQ6HDhmUdNYy2Mt+RUTqdDpJJBJ6ZSrASUIDha2RP7letVqNZDLJ+Pi41pLI/uQeyeBr/hc30n400y0GtLnUzEkMttxkDoeDgYEBzZKJW6JQKLCxsaGBhTAGct0ty2JxcVHfK7MNgHZ/ra+v6/4r/Vu2kb7tcrmYn5/XostYLMa7777b9syIuw3Q7ZDnANBCRskdISAhl8tRLpepVCr6WZD2FAoFyuUy8Xhc9yu5PiZTBrCysqKZyEKhgMPhIBAI4PF4NPsgbZH9uN1uJicnOXDgAAsLC/pZk/2aAmmzD/eBxP2b7XZRixkVMNccTLxYBNXKTuks1Bj7kxql6RYz1Crj7SS4XCd2rUppoj2bpLts4So2aYScOGo2o1/f6HFcJ6nHd/SaP5D5f+/b+AHlclH+/nNYrs1n17Zx1iz8t9OQyTN908+1vz6G7XbS9Nq48+qefBn1kTAj39qgEfNhOR2tUuO2TeDGOnzXMMkLCt9Gg4bfQS3qYuorTXLTrla0h21ju/desOUH0qJN4LAteOjYvs3/KRO1/InJhCjaBAm7lIFZMlnKhCpgQwCIDBICJGRfZoVR0T/IxCB0q6mlUEqRSCQYGxtjZmaGVCrF5OQkR44cwbIsLYKUPwnLlMFYVoudeRqmpqawbZtMJgNALBZr82tLSWbJ+2CuxMQnLtdEJgHTTy50cqlU0ucvUR+hUAillA4jtW1bTwYyMJtUt7hU5LUAsv1qJj0OW/24E4DJxCxgOBaL6RBJEexKoiVJMGZOfGaoo4AIcU2Zk2JnKnMJMRUAK22Q/lMqlRgYGGBtbU2DAWmX9F05N3lt1naROi3y2ZNPPsn169fbEmhJem+JBsnlcjqFtmh9xG0h4EDA0urqqr4O4raTZ1G0JHINha0IBAIcP36cpaUl/cyZEVjdgPB+ZtUehnnXHcSvN3HUmxQnW8CheCDUddtaxEUt0n1KcjRtvOt1PLNrlE4MA+CsWaiGTT3Uyt/gaNgc+t0iq0+EoCOS7P0wZ8XCk62RP+Bn8a8GGPm/4vjupjn+T+ZZ/64JABoBm9KBSNvvKgkPJDw46jbKtrFcivAbCzRH4q3U3XcqLD3nx52D0ZfWqY6EiN6pkznhYuC8onlr5n0/t/u1DyJq408D/xAYopUaRAG2bduR7X7XudKVgUr+m7kaTJNByhQSim5BJl3zt2YYpzmgizbB7XaTz+d1SWdZrYtuQMSflUqF8+fPk0qlcLlcTE1NAejjyaAk2gM5lojmZBVnht9BSxl/+/Zt7V6RAU9qdZjZM80sn+JykWvRea5ybFNZL5ONiOBkcJdQ0EKhAGwl3pJ7IwO+AD3Tf79fB+FO1b/Q5HLPzNDMTr++qZfJ5/MUCgWd0EmuuRlubGovhO2QfiT3JplMkkgkdDskrFJqqQgQHBkZYXV1VeeAMMGPqV0QFkJcddIOSf8uNTDEFSP7LBaLenuZ4IUZNHOsyDNlVv8UjZSMC3LOEsot5yHgq16va82F6I2mpqbaQsYF8Jr3xRST7tf++7Bs9JUqnrUS1eFdSeParDYUZPTVCo6atZlJ0s2tPzPGJ56+DMBL147invURvguBtSa2E5o+F0P/x8vvW5CD3Wziny9SmgriS5VZeyzM+gs1vntiBv4+XP/fThK5kiX+u+9QizxGcaLFuHSz1ucKZdnUJwe49Wf8KMsGC0LzFonXVrG9HrzLBea/NwlYOOs2WO8/SLpf+yAYiX8E/KBt27t2VpmTnky0wkqYFQ5Nn6YMzPJbcVmYwkrZd7lc1gOJSS/Lb80CW7VajY2NDR1VIe2RfZgprrPZLPV6nYGBAR2vLuCh2wQiK0h5LRU7i8Wi1kSEw2FOnDjB6uqq1mGIr9mccAqFghZTmkmNTKZFBn/zPMxMn7Jqk5TImUxGuzwEOJm1TEzgIPH/cp/2OyXc2YfNkEzpAzLpA/r6mavqTCZDLpfTYM+MGDKjicQtZ+pw8vm8pvcDgQCDg4M67FJYBRMsQMvVlsvlqFarJBIJ1tfX8fl8JJNJ7QaTfCzCUgmYkElb2D5hM6ClWbh27RqFQoHx8XHN5kn+CMn5Ii4OE7DDVj4W0x1hRm7FYjENCkSXIQJUyX9h2zZra2s634Xcm24gwnxeu+mA+rZ7q4edNPzhnpPpdlaLunDWLOyQi8Kok8mfuM3y0rD+/hPHb8BxePVLZwiugLJs3G/e4H11pioH1SE/qgmVYT/Z7ynz3Ydu6a/LSQdR28ZqNnHutningtKYD9VUTH+phnslR3K+QfVAEsupWHvUS3Fis3BZTBENBLA2c6vsFfsggMTK/YAIMXMSkgfcLJwlE6GsiEzqVgYZU3AJ6H3IQGq6OeQ4YjIwS6haoVDQ24q/WICAWdPixIkTBINBPbjK5GqyAwKA8vl8W9pfmQQEEEi0ycjIiBanmToOoaIlK6cMmsIcdF5H87WAF2F3RPAmGQeFlpY2QyvCJZfL6bbBllvGzATamaBqv5o5WZksjvzJRGmyaOIuEjBYKpU0KJTJVACfUkprDsxIIwEcokWQ7QcGBlhdXdWhw4Duqz6fj1AoxPnz55mfn+fo0aM6SZaYgFSfz6f7oNfr1cJLyWsRCoVYX1/X+5UQ4lwux8mTJzVQEBYmHA7rKA4pviWiYolYEnBlRj5JjhM510qlQjabJZfLYdu2Tg8uYF7YPNH/mG7SbmyE3MM+mHhwy4+5CC3dOx446jbBG2mwLAqnBrrX3QCaHgf+5QrK8hDxlBn6HT/87fZtnv3+i/D9sFENUPvm+3uvlEOx8rSHZz7fKvR1sOP7x/78u7weO8P0v86SPm3jKu/cHtuhWiXEz9s4mhalowmaHgeOuo3lURQnt6BR9rjNyPgI3Lj9ME/rPdsHASTeUEr9JvAfAI3RbNv+9zv90FRTyypBQs4kpTCgByTYErkJ0BAfsOzHLNMM6GyRsh/YSkgjlRYlsY85WJr6DPl+cnKSkydPapGk7F+ObfrH19fXyWQyuqaFw+HA7/drbYIAFZlAgsGgrrzZCXxkws/n81rNLoOnDLQyIMoKzAQHwjiYqndZ5QI6ZwRsCUxlwhMGQgCeHHs/sxHQnjOiE0x0iomBNjBshh2aK3GZ2CWxlNPp1JOm2YfNiVIYBXH1CVsnrjQBK6FQCJfLxblz54AWOJacEqbLrVQq6ecjmUxy8uRJZmZmWFhY0Pd+Y2NDP5vQ6j+5XI6pqSkSiYRm1kSALCngHQ4H0WiUQqGgE2fJsyvXSM5PJv1Go6GZQAFVoueRY0i/7yziJ8+u7KcbkJD717eHY8q28a1WcS9ucPMvjXPwP+Rb4Y/bzLeVYS/ZP59nCkifcPbczuVosvr9J/EUmni/9Nb74gKwGw0Sl5vw+d7blMab4PfhW3PQCO7cd1TT5sivtsJIiycGtZATwJeqEbvaGpcLUy3NxV60DwJIRIAS8FnjMxvoCSQ6B2EZgE0mwmQkZHAxQUNnulwzPt5MxmNOqiYVDeiCQgI2zLBHYTWkqJK4Al577TWdsVJEaEJjm37zjY0Nrl27Rjwe59y5c21x/TJQAjqxValU0iBBqG5zoJf2idBNzkHaa/qY5VzNBEDC4jSbreyCiURCU9jiqxZ/udDLphbCHJDN1dx+jdroDC2UfmX+h60oAdhiq8x9mL5/Wb2bheU6C1mZAAS20p4Xi0Vu3rypczbIMyO5UcwMqadOnWJjY0PnbxAAL5EZlmXh9/s5e/Ysf+pP/SneeecdfuM3fkNrOQSoy/68Xi/T09McO3ZMT+LSNhFGSiip9P1yudymjRD2QACSgAARopoCVDMSRBgUcRUKcyjX3gQJMqb0gcPDs9BSE2fFwvJsLtJqNs5SncXPTdD0W63S4DvYwiccfNfIPADP/MC9Jb/Fwu4qx3/+EivlMPafeN8X+t/h87HwAw2ObrPNJ566zMLoYQJLNoWp3TES+RP3Fuay3IpGwMngm3l4+yq1v/n0/gUStm3/hQf4zT1gwgQPMlAqtVVG2RxMxdUA6FWJsAuyshYfrPhVYau4kXwug5qsyGVgk3oHMqHKakdW5IBOvuPxeAgEAm2x8JVKhcXFRV1PYH19nZGREd0uMw3xysoK6XRaD/6NRoNwOEwkEtGTuYSDSkZAYRlEkGeCGBk8hY4Wet0EAUKtm2p5uU6yEhYRn7my7hbuaU6m+8k6z9tkJeQaSX+Q/i4TuzATohsQxk1SqZvZUM0oImEOYCvZlZS2N0MoRSdULpd1FI5kyxS2IhaL6RoXzWZTR+9I+9xuNwcPHtSiRslhIQBeon8EbMfjce2Wk312AlPRbEjGWXENmmGY8tyLwNLUjphZVuX61mo13We9Xi+pVAq/39/VrdEZ7rlf++7DtGrUQfJ2DlWs0BiM0Ay4uPmfRbG8W+OEq9jEk910lbocuuiVWPi2g6XHIowGcrs6ps9ZZ/FPP0rypXkac/MP50QcToo/8iT1gIMnjtzYeXvbZuDNDQbehOKhSE/XTTfzpWs4S1v9sx7xwiceozy6dxdlH0TUxgTwv7NVW+MbwN+wbXvXd9gUXZorbaHZgbZ0t8JMmCtiGRBkBef3+6nValpQCK3wymg02gYmQqGQpmJlcJbBygQrQhuL/7lcLuvSyoAWMAJ6EpaVkqmMN+slpFIpXWhIBsJOl4oMfJIUSJJLDQ4O6slFVnXmpG+yPKKWN2uRiKvFvAfNZlOL7iQ9s5yL/Nak6/fzIGxGU4jJtTEnKLmvgL6u0v+EjZDPJfpIVvESARGJRPS9Wl1d1cmrBECIaLJWq+lVerlc1umvTZdWs9nU/cxkxgSkyMQdi8VIp9OkUimt47l27ZoGN/L8mBoMabdM4iYTJi5DARShUIjl5eW2PmSGqcr1kMRsZv4TcUMKOLasVtK3Wq3GwsJCW0I6OTcTCJsLGTNvTN92ac1WeW3LbbP+mE32aIzAksK7YVEecrSBCNvtJHXWi6vixVG38eRtotcLOlQUIHGtxuyfTDP6+d5sRLHhIVUO4XfVGfbnif61S3zzc4eJ/skkyX/+Ss/f7dZSf+Vpjv3kNfzO+s4bAzf/ipPgpQSxG737jqNut6I0bHCVmyx+vPUcuop+nEYtsXqwVRnUdlg46grV3HuA4oNwbfwy8BvAn9l8/5Obn32m1w+6iZs6aUjJuyDFggRISBy6DCDiV1ZK6ZBIoUrz+bym5IW5kEFDVoFSwlkGQxn8yuWyFhlKUpxEIqEHzkKhgM/nY2BgQAMaEaaJX1t82aurq8RiMR2eBy2wkUql9EpU2AVxl5iDpJm22xxchU2RNpvaCSmGJAJUk60w3RwmkyH6FDm+nJcZ6rmfwUM363Y9TGbAtm2tCZDJV4CqaFQkekg0DdJnRUTp9Xo1MA4Gg5qlkv68uLjImTNniMViLCws6L4bi8UIBAJEo1GGhoZwOp0sLCywsLBAMBhkaGiIjY0NNjY2NHsibZuamiKXy7GxsUEsFmNycpLp6WlmZ1sZ9wRESBthK123gE6v16sBsCniFNZOQLkAeHk2JBRVQrQFgAsYF6ZS3EHiShGQlUy2ikKZ4bgmUyT3yIzk6tvurXnzDgNvD9PwKRwNSJ+G3GEL36oDR8e8mjnqpzxqoZqKg79Xxlmooip1YAtI1INOfKnu48qV9DCZNwYJ34Xkr75O/oeeYPgXWuGhLxy6xUuNowx/eeI9MxP5aXYNIqAVUfL1jVO6fHg3C15bw/Z7sN69Qf7Hn6Ka2HSp3+vl0DZw3qZx++6u2/FB2QcBJAZt2/5l4/2vKKX+5nvZoUzglmVpUZb4P0UU1rnCkMlWaF0ZzMT/H41G9cBi5pmQgleLi4vkcjk9UEkiJynb3Gg0WF9fZ3x8XAvKbt++zcrKCoODg7qdc3NzXL58mWw2qwc5AUCxWIxYLEaz2WRubo5AIKATFKVSKe2ikNWqTPhCc/t8Ph03L5OQDISyCqzX66yvr+uS6DLRCQ0sKz6zboFlWVqjIXS7uIs6gYRp+5ka3m7y6XatpI86nU7NXgkQFIAofV6iGSRk17ZbNS0WFhbatDIyMZbLZWZnZ/n0pz/N8ePHWV1dxbZtotEokUiEjY0NDh06pEW/X//613n33XexLEtnkBTQ6/V6OXDgAKOjo7pInmW1kq6dPXtWF/qSyAuz1svzzz9PJpPRKb1XVlZ0G00h6MrKCqlUqi3zpHldnU4n8XhcV0HtFGQGAgEN/k0Gb2VlpS0RnLAUZsRGN9dcn5G4f0u8eIfm2jqVzzyO7Wjdg8rQvSvp9cdaJcBHv7pCMxZg9nNxpv/9vfUkQktNZv7ecZzVJmZ8ZzxbJvpOi3GwgfA3bjOfOsLyM36e/LGLfOLYDb72Px7n2F9aemDxZf2zTzL6+HLbZ7OFOKW6+55tncpm+d0hpr5cZ9LbbEv1bZon1yB/epC1x5wEn36a/AE5g97mKinc5b3ZFz8IILGulPpJ4N9uvv/PgfXtftBrNWCK+mCrgqH4dh2OVi5+cQ8ILSk6CnkvGgGZwDtLdMvAKaxEMpnEtm1u3rzJ7OxsGyMgg7/L5aJUKunBSrJQrq6uMjs7SzKZpF6vMzc3h2VZjIyMaNcIoHNP3LhxQwMU+UzOV0p/y2QvACKfz2tGJBwO64nHFEAKABGhqJynuCM6Q1/NFZqABnFriL9cqGozIVXfWiYTvvSrbu4eUxth27Z2o0WjUZrNJtlsVm9rToDy3u/3E4lEmJub03UrTL2KyRjNzs7yla98hR/90R/lh37oh+65v+Kec7lcfOpTn8KyLC5evIjb7SYej5NKpQgEAuTzeW7cuMHc3ByDg4McOnSI1dVVXn31VRYWFohEIoyNjREMBhkcHNSukEgkogXJknVSmEJxNUp9meXl1qAtz5WpBTITwkmbR0dHyefzun6NsJQmw5ZIJNjY2CAcDuvrJynHt2PTTM1E33ZvjeVWpUrvRpWhNwJkDzmoDN4LJKLXFINvF2hev0X9s0/S9PXYoYJGwIHv9jrNm3f0x517bKZSOFIpIiO6qhenDi1Q/u6zuF58877PQ7k9WH97jcORdd5eGaf2WosusDxgObf6hbuomPilb+OIRXE9lcTRtGlskzvD0bCoBxXeNCT/5asMT02w8dy4/r484KAwZRNYUBQOtM7y8K+v07x8/b7P4YOwDwJI/EVaGol/TAtyvQxsK8DsDMcUM0GEmctABmPTd29qGmQ/AgDETysFqUzaVAYNM97c4XAwMjKimQhJWR2NRrWK3vT1imDS4/EQiUR0qCeg8z6IUl7aNDs7SyKR0CuzwcFBIpGIXlFFIhHNsEh7RWAaDAYJBAK6qqFJnZuFmsQXLy4W+S/qfHGJCDUsg7IMyCLwNFmIbiI1sf08AG9Hi5uTlvRpAYXr6+sUi0UdaWFuZ/avQCCgJ8dAIMD6+vo9kSGmqNO2be7evcsXvvAFAoEAR48eRSnF8vIyMzMzrK2taVeIZVlsbGy0JY6SPrKxsUE+n9cVQefm5piZmWFlZUULgwGef/55DYikgueFCxc0qDcZAHErzs/Ps7a21gaaxJ1ipmSXZ1h+l8vlGB0dJRaLMT8/r6NGRIM0NDREJpMhlUrpyrmyr86/zvtk/u/b/Zvz8l3id/1EL8fJPhJj5dnW556Mg4O/lULlS9BokPrp58gfVKBsbO+905KIFatTCTxLq1ibomLnyWPYro7S7z439T+fJuFubRN01vj62YOMvnj/7V/8609iFbJUfnWE0nHFD/1Yi/3484mXOeXZ0pC9WmnyP3zlp1CrG7gqTeohl26zsm3cuSbepRxWyEdhOoDtUDhrLe2Da3gIqjVif3Kb5soqzlgUz3PHKI67SFyr0/S5mfrdFezZhfs/gQ/IPoiojRnghx7Cfu7JUSCrYaF5g8Eg5XK5LYRLojSE3pfJMR6Pa98t0OaTNlfpQjnX63VisRjHjx9nZmZGMwCwlbtCJmBZhYnP2+fzkc/ntSiy0WiwtramgYkcS6primDMzBNhAgKhcmUwlcRaso05UJuFniR9cSQS0UDM7/dj2616HiJgFUBWKBRIp9MkEgnthzeZELOuhoAi837tZ9/ydtqIzpBZ0T7I5Hnjxg2+67u+S7Nb4rZzOByEQiHtZpJiXrJPia4xM0KKxkDux9zcHF/4whf4nu/5HrLZLO+8847W80QikTZ9AWzlH5FcFJOTk+RyOZ3vwe/3Mzk5qfvI7Owst2/f5sSJE4TDYZ3YzdQiyLMoTJmAc9FJCICXbSVLbSAQoFwus7a2pquKSv2XZrPJ0NCQfobl2RgaGmJqaorf/M3fvIet6bwvcs/M69UHEe/NrGNTFDaLczkaNqPfbH0e/fYsjbl5Vv/q85vlv21QNs6qonA42nN/9YiT+mdOEfyjd7HrDf7uf/x3fMzX3X0g9q2Kxc3/3X6gtNmVp4pcf/bX4dnOb/xt7571OfnyF3+dJ//ef8ngqxs0fGFwKZxVC/9sHtVscu0vt7Q5g29CPegien6Vhm+Yq7/QSmvlqCuO/GKO+mOHmP8eJ7bDpjTkYvwfvszedGhs2fsGJJRSf2+br23btv/nbb7cdiUnD75MZOInlYHGDAETWlTi25vNpg4HExNBmM/n0zoLU6RppiGORCIcPHhQx66bDInZZpnszQFJtpfS4Gb4aSaTaVOcS9IrUZ+b+240Gm0JsmQfQu12sjAirpPJKhwOE41Gtdg0FGoV0TFrG0hoqtfrZX19ncOHD2u3imxnitTM1dt+BhBiMgFDe9/oDDU0t4cWoL148SKPPvpoWxKwUChENBplYmKCZrPJ7OwsqVRK61qkf5dKJV21U/KAmJlXLatVKfR3f/d39XNggkdhvERjIc+A0+lkenqaF154QaeNX15eplgsMjU1RSwWI5fL8dJLL7G2tqbPz+v1as2EuBdhK/zTzGkhIckiopZ2iNbC6/XqEFkBHrFYTIOft99+W2f8FPfigQMH+PrXv86NGzcYHBxsYy/leZS2SB82710fUDy4OY8cZOYzrTw7w69X8b19l+Zay6utnaCb1ZdUEwbehvi72Vap7XdWsf1eVKFE+egQtrOVU8FWCmXbNJ44ztT/eoPHPQ3As207Hvc0uPUPnuDQL9x/9EZz2c8/2TjA50KXOObeuV7IoT9/nRve44z+zk0Kzx3AUbOw3r2K6+C0TrrlrNkEr6awgz6iN0soy8/a45vXYXIM97sz+J49ge0ET36vQ4iWvZ+MRLHLZ0HgZ4Ak0BNIdDNzojKZhVKp1FbgamVlRa/CZOASUOD1eikUCprCFfFYLBbTAktJ/iQDmxxTVuNCQ4uOQI5hrshloAJIpVJ6ZSngRaI5pAqo0+nUE4CIKBuNBouLiwSDQV0cTFwZMlCalT7Nlaj4ls1kUrICzOfzmsEwAVkgEKDZbOqQQvmNMBBSnl3Am+gkzH2b96pTG7DfTFxisLXClevdmdNBJnthfWZmZpidndUAUe5nNpulUChw/PjxttV9tVrV2R2bzSYDAwM6t0StVtO5JeS4ssKXSVSAt0ymwvBJrolLly7h9Xr5zGc+w+HDhwmHw7z44os4HA7i8Tj5fB7LshgfH+exxx7TgEWAt2iFRLcggF5AhJn3Qc5B+o0wEdJGERRLDRJh8LxeL6VSiXA4zCOPPMLGxgZOp5Nyuczv//7v60q+AlZMYWWnW858bYKKvt2neT0tXYSCmc+58T57nIGLDQJffAu7Q0/lLCsS316lcLK1al9/boTUEzDwdoLkm2lYWCb/yRN6e8/cOrfzSQKO7UEEQMDhwRqt7LhdNzvy86/yJWL8m7/0t/nyL/4SA87uYOJOvcBnfvtvc+yfpRi6/jJ2uEs5881utfycIn1qlIELTVylJvGLWdZPx7C8Ntf+yyGO/Lsg4//w5Qdq73fK3jcgYdv2/yavlVJh4G/Q0kb8O+B/6/W7zd/e8/DK4GTWdbAsS09osJUESiZPYSrMtMRCm8oqw+Px6Hz8kmLXrDIqpchN14LoBmQlJ/sS14BQroODg9rfHIvFdCSECMtEzS7llGV/S0tLrK+v6+OKcrwTLEC7WyWXy+kJRECDWVdBrkUul9PAxAy5i0ajOJ1OUqkUzWZTR6scP35cpxc2a2x0W13vdwDRad0SU5nXTP5LeG8wGCSVSvH222/z6KOP6pW5gDuv10s6nW6LmhFQbVmWTlglFL+4yGQClT4qr6V9ZsSOAIpUKkUul2NxcZGhoSHy+Tyvv/46sViMW7dusba2pj8XAL6+vs76+jrJZJLJyUkdoeH3+7UbT85HxNLilhPhtJmiPRwOa22IMHAul4tkMkkqlWpbSIjrplAocODAAUqlEr/1W7/FysqK1jiZ0VumaNp0h3YCib49mFnX7zDySoyVZxS2E6pJi6XnnRz5igu70cARDtP0tqIR/KubeTuqNsF3l7jz01OgLNYet/HmogRnF3FWLJqbbgw74COVd/PfrZ7hR6Jv8oS3O6B47sKPEv1vfZxYS/FepOCDv3GB//pnvp8p/0bX79/JjnP4F16n2SMypDm3wIn/tb2Kl12vU3rmEMUDYQ58scLSx/xUBi2qAz4Cw0M0V+6NXtmr9r5qJJRSCeC/Bn4C+NfAOdu2u9+Je38L3OsaMDUSpnhSJuFoNMry8rKeUE36X2LTJfrBjGQQpsPMCCj0p0z4MtgJ9Wquws2VlVKKSCTCn/2zf5bLly8zPz9PJBLh0KFDOqGQrASl3bIinJubY3l5GZfLxYEDBxgfH9euD3FFyOAr0SYyUYi7Q/IOmHStz+fjySefZG1tjbm5Ocrlsq6OKAOpw+EgHA7rXBeSHyOZTOprInknzLLW5nH6tmW9rknnhNU5cQWDQa5du8bzzz+vM7IKWIxGo5otkARS4gLxeDw666r0M6fTqQWG0n8lVFjAIWxF5pgixwsXLrC6usrBgwfJ5/N861vf0gmt5Lm8dOmSzjBpuvrW19epVqsEAgFyuZxubyQSYWRkRINkYTMA7dqTxFlmf4aWSFgEnRIRIimyzcyykpCrWq3y+uuva5eIWXejm8B6N/eub7s3u14j9DvfxrtxjtQ5L6URS6/KldvD8p87Q3HCYuC8YuCbi9TG4ygbimdGqSbb4zGsfB7/XJ7C0ZZ+wr47z/iPlvn6Dz/H7x37OF/6a/+ICVeo7TePfOvPEf9CEPv8q+8JRABYpRIrz8EK99b6cB49ROHkAH5rK0RUTY21/m+er91o0FhqDyHl2UfJT7gIrjRxFmpMfLXOrR8PM/cZJ4mRwyT+VR9IoJT6X4E/Dfwz4Ixt24UdftJmnas4MzGSTJwyOEoomURXSNKdVCqlqdVSqUQqlQJgZGSkLZOklO4uFottaZ9NYZi4MMxCYaK/kHh/+Z3D4SCTyXD16lVefvllMpkM9XqdyclJnXhIzkFWYcVikZWVFW7dusXhw4d59tlnee6556hWq6yuruJwOJidneXu3bt6MBcFvFC+Sm1VJjU1DCKmfOONNxgfH8fhcFAsFnUOAhmEZWISULGxscGRI0d04iABMqYP3aTqe927/WomG9EJiEWz4PF4tHtA2KF4PM7s7Cwvvvgin/vc53ShudHRUR577DFWV1fJ5XLU6/W2CCdhuoTuN6+9lAg3c4yIiwzQE7u4t6QfDA0N8cQTT3Dp0iWKxSJKKV2RVKpymi6GkZERLd68dOkShUKByclJzbS5XK2KuqOjo5plMF08gHYdChshbRwaGmJ4eJivfOUrKKWIxWK6/wkDKaxjNBrlxRdfJJ1OMzw8rJ+LcDisFwdzc3N6QdDZh/v2kMy2cX/1TRK+pwnPOoj98TWalQqOQIDCASPB4HicyoAHR92mGu0unnSUKniyQeoRp9536Bs3CX65xOerv8Abv/C/8/OLz1O1WtPa8K/48H7x1ff9FK3ZBULpTJsg0vK5CF1ex55d6FnWPHskQCWpCM/ZFA+EsB1gf0gJsPeTkfhbtKp9/nfA3zUoQkVLbBnZ7Y46hYa1Wo1SqaQzQcpKSISEAwMDLC8vMzU1xeLioq4wWC6XOXToUFvGQNgKwZOwUGEvxOUhoEUmUAnLk8nUVMmL8n1tbY1f/dVfZX5+XlPPs7OzHDt2jGw2q9NLm4LKhYUFjh07xg/8wA9gWRYvv/wyq6urulaBxMPHYjEtOCuXy/fU/VBK6f3LICkpkb1er54AXC6XFlrKICrunUwmo2P0ZWVYqVSoVqt6hXv9+nXtCtru3vUH6HaGTcSR9Xpdh+2aDJjb7SYajfLtb3+biYkJfuInfoJ6vU4ikcDv9/PGG2/cI6qFFiMhqbIlmiebzWpGzUx5bbJnwmoJ47S8vKwryZ47d44zZ84wMTGh81xcuHBBh1hKjRipyzExMcHi4iJvvvkmgUCAs2fP6hBScW+IZqJWqxGJRLR7Uc5fIj0EGIk7Z2BggFKpxMDAAOFwWINgYTWEgcnlcnzzm9/k+vXreL1e7fKU61IqlXRSOolqkuvQ7XW//7538/3Hb+ODbaMPfOkazmKd+U+1xqTwbQeJK1V8d9M0gcbtu3izOeofP6J/01xvhRuP//Eaj/v+OhP/5E3saksT5OX1h3cCSkEvhrFapVntcFu8eWlXkRbuAgQvLFA4N4F3vYqyAq3kGB+yLvd+aiS2j8m5v33pAVPSO+fzeQ4dOqQHSED7maenp1lZWWFtbY2RkRHthx4dHSUajWrWQPzEsOXzFx2ADNQy8AQCAc0mCBMhjIXEyn/3d383Y2NjvPjii8zOzuJ0OkkmkzoddalU4oUXXuD8+fNcvHiRTCajhZdut5vx8XE++9nPcvfuXa5evarBSzqd5tatW7jd7rbaB7KildWhmXVzZWUFl8tFIpFoE/etrKzoayXhhLIalJWyhKeePXtWlxdvNpsaNLjdbhYXF9nY2GiLpOn7k7fMjADodF2Yk5UwXKJlEC1QLBYjm83yta99jSNHjhAIBHjssce4ffs2CwsLuh/IvsXlJvdgeHgYv9+vK8XKxCygVt7Laj6TybC0tKTzR0xOTmpRpmVZPP3007rvv/LKK1SrVT772c+STqfx+XwUCgXK5TJLS0u88sorTE5OcuDAAc34ORwOxsfHdT+TSKRqtaojlkQnJGJPj8dDsVjk1q1bALzxxhscOXKEsbExXQhPFgUCqiRa46233mJ1dZXx8XENnqEFJCKRCMVi8Z5IK7k/3e5h3x6eOWNRrKNTevVdGlZ4s26CMwWWPxYDLAILDgbfKeN46Xz7hFxv4Czfu8ZvXr7O+OXr78v865qepHZgAOerl7GrVZzxODSbNHO7KyLWzZwnj1GNOihM2tz8L6YZvGDhSuXBDnDgD2q4v321J5OxF+2DSEj1QGYOuKaJe0Po+qGhIaAFMEqlEl6vl2AwyOHDh3n33XeJx+M65HNkZERTpTLpChCQzICSKTIej3PkyBEtIJMKofIbpZQeFKPRKN/3fd/H008/zVe/+lXS6TTxeBzLaqXwjkQiOnHOl770JZrNpl6ddQ6AFy9eZH5+Xq8Yhb4WLQegWQagTethahZOnTrFU089hdfr5Vvf+hYzMzNaTGmauEjk2larVXK5HKFQiOHhYWArGkaprXolS0tL96zUzPvVF11uWbdrIf27Wq3qXBDQcjFImvfBwUHm5ub4t//23/JX/+pfJZfLcenSJS1alL5rslHQ0sMMDw/z9ttv89JLL3H8+HFisRjhcPiefuPz+bQb8Pr16zidTl544QUNwG3b5urVqywvLxMIBDhw4AChUIiNjQ3S6bSO7JB+ms1mNYgQ9yHQxo7BVqE7iZqSSCCJUGo2m1y+fJlLly6Rz+d55JFHdCSV1H1xOp0Eg0HtppPjDQ8P02w2dbp4pVq1cQYHB/WzXygU2gSW3e6XKaLu28Mxh8/H4p87Rf6QsezeDAG1lcLa1ExO/oeltgyWYs1cDv8bt2lWqvd8Z5pyuUBtrWXtZhPlUPozu9ncMWW2crmwLZvSIyMUR1xw8BwDr6SoD4VxVhrwxrut/e029bbDiWtshNXPTJE5AZan9cw3A+0uDWep/r6UQH8/bc8CiU4hWufDrZTSqydJ9SwrdKfTyfj4OPPz89y8eZPp6WmdfEpWfKIalyqcIhiTMspOp5ORkREmJiZ46aWXKJVKOrUvoFfv4XCYkZERFhcX+aVf+iXW1tb04Gmm0Ra3x8LCghakSYEvidXPZDKk02nNoJgFnCTrpLgxRM8hmhGPx0M0GqVareLz+XQthIWFBVZXV3WdDGEmOpNHyX9hfB5//HF9HarVKouLi0SjUUqlEsVikdwmGu+28u6v4FrWmUCsGziW6y0Tu7iaoAXggsEgMzMzvPjiizz++ONks1m9X7n3Ao5lkr1xo1UpSPQ06+vreL1e3dfN/mRmNw0Ggxw7doxoNHpPjgdxlb311lu6Joys6sX95/V6mZiY0OJn2Mp5Iu42OX8RQUv/DofDbGxskM1mCQaDOhx6eHiYw4cPc/r0aa39kYWBqWsQF2MwGOSNN97QESWSd0LYt42NDfx+P+VyuS2Ftpn3xfzfd208XKt+12kK0+1rbf+KTfBmjvpggMCKRWFy+32IO6OXOXw+bv/dx7GNUhgD523KAw6Kk617OfyaReB3X+u9E6XI/diTRC9nWH7WTS3aavPGI4MAHPwPJZyPnqCe8OP82vmebg/TSj/8JMvPOLC8W9u6iorQHDiaH+4+tmeBRC9GQsy2bS04s22bYrGoJ0oRa01OTrKxsUEqldK0qqzsTdGmTL6BQEBP3isrK/zhH/4h586d4+DBgwQCAUqlEtevX6dUKukEWPF4nFKpxKuvvqp93mZFQxmQZb8m6JHVmWThk8/L5bIu8gVbBY2kzLLkdJAVlUwsw8PDzM/PawBRqVSIRCI6SQ9sJUSSwRy2MnmWy2VWVlbw+Xza9+12u3V6b/HfmyvoznvWty3bDW1uWa2CaFKLxRT4ulwuvVr/5je/ycjICIlEQueMAHR0ktPppFgs4nQ6icViZDIZjhw5wvT0NK+//jpvv/02a2trhEIhpqamGBsb0yt4h8PBxMQEZ86c0flRBABILoZQKKSfFUC71ESoHI1G9Tm63W4NkkWPIwJO6bfyXAjIEKC9trZGLBZjYGCAI0eOaLbDDOE2w41ln2Y+lzfffFOnEReGTorfSQ4L0XR0alc6NRJ9e7jm/uM3GYo/o1NlA+SnFZYnTmi+QWC5TvKCh8XvH8VVGWHoP9ykuSmS3405jx5i5VPD2G5IvmOTOtdKQ225wHZA02ODar3vNNfIMCs/eAiAwW9nCP+7V7FdLqw/+xSqCQf+Yw1l29z5AV+LQXE5cH3jnV31E+fwEOsnnW0l1AH8K4qRP15svanWuvzyw2EPTcfwflkntWgKoCqVCsvLyzpxz8rKih5gnU4nY2NjTE5O0mg0WF1dJZ/PUy6X25TelUpFr7aSyaQOiZNSw8vLy1y7do233nqLXC7HoUOHCIfD1Go1hoeHOXLkCMvLyxQKBe3fNWP0RS1vrngEMDQaDRKJhH4vg6GIzUSEJkyDKMyFBob2FZNZlKtSqejqkGa4pm1vpcGWGgoi/NvY2KBQKHDo0CF93SUbZq1WI5PJEA6HWVpa6jopdr7u9n6/mNlvu4V5mtuIZkFKzgM6VDMYDJJIJPD5fHzpS1/SVWPFLeD3+3UJ+lAopCMr3G63dlmIC/Dxxx9ndHRUiwwdDgeFQoFisajdH2aNGtgCBgJwBBxLH5yfn+fGjRsotZUeXn4noF7cH9JmiU4Rhk2eBfldMBgkFAqRTCa1eNkM1RRXjgCVYDCon723336bTCZDKBTSmg5hXiSqS3RAYp2up042Yr/24ffFbJvY+RSxKwplQWjGQXDBBgvchQbehSyD31jCk7PZeMSm+MxBXNM7UBSGNeNBcgfhyP9yifh/vNzmMxj/7Vs6HLNr00IBNk7abJy0qQ5vpvU+fABnWRG/pPBeXcBzcwVlYIH1n3oK57HDO7ZLBfxUB7qrHpqJEBtPjXDjr08TuQ3O9H0FOO4J27OMRKeZ7IQMDo1Gg/n5eZLJJPl8HoDBwUG9evJ4PDocLZ1OMzEx0VaMSFYeIuySRD7CVlSrVe7cuaPFkJKG2vTzRqNRPUHLysnpdOpCXjK4CnMgg/Tw8DB3794lHo9rIGEOWmZFSEDnhZA2i8vBzGwpGQxlFQdo9kHYC5kUxNUjK0WpXBqPxxkeHqZSqWjA5PF4dF0Fl8vVxkh03pfOz/arbacR6YwIkCghKdkt4kCJDJLMjfPz87z++uscOnSI5557ri2hUiqV0m4CcV1VKhWOHDlCMpnUGh/5TvphoVDQYmABjNIPzUgHcYHIRF6tVrly5QoLCwsEAgG9vYAimaglAZqky5brYSZzg62QT8mBsrq6quuKyDWQdosg2hSqiuDz8uXL+Hw+EokEHo+HUqlEJNIKEBOXztWrV/W5dDKfnfdtv/fj98Oa128xcPMuQ48eR91dwK43wOHAPj7N2rODBNYaJC9kWX8sgrNmQWP3aaItrwvbZbP0U6dbGMKxNXk31zc48m8GwAHOlcw9uSXsxRWi10bIHt96ZtefGcSThcFvrWInoix9agDbtbXPRkCR+tgQAwvLupDYbs1RU1huqCV8pJ5QOGow9KvnaVYeLAvnd9L2PJDopB7lM1khSfEet9utleOiUZDETYVCAafTyezsrI49F8AhqzvZTgYnyQoZj8f1NrBVBMwciDsLbMmqzlSLiygOWoP53bt3KZVKXLt2jWAwqAdrAQeSVdPn81EqldomADGJtoAW0Lh58yYTExOcOnVKD+YywcBW6m45X5nESqWSDscbGxtr82EHAgFu374NwOjoqGYtJEumOdB2shT9QXh7jY+YpLGWpE6SWApoAxHNZlMXxDp9+jRvvPEGS0tLmnGShE+ibZHaHDLJS980I5SEpVtZWdFiRNjSX5iTOGyV33Y4HMzMzNBoNDh27JgGIdJmeV+tVimXy1oHJOJOOb6ILs3Ijvn5ed555x1diOvUqVP6+ZNcJ9L3hbVLJBJ8+ctfplAoaGbHrC6aSCR0m0RYLffHZPU671efjXifzGriWElTevYY859yoZow/rU6A6+vUx0Jc/eHYoCF//oqjYXFXe1Seb3MfL8P22lvFgLbsvKgg9ALp/X7RmQYdzaHtbkAhZa40nIrwCY35Wbg8VMA1GJQPJ7Eu15t2291MEAtDPmDNoXpxzj0K/PYmSzNTHZX7Z38T3V8C3kq42GwIXYdrFrvUPq9bHsWSHQ+wJ0+SxkAKpUKi4uLOvtiuVzWE7NMhFLGWFwDIhYTOlTqaEhxK8uyWFtb0yufYrHYFvopPt2ZmRlyuZzOdCmDYje2Q2LcZXDOZrPkcjmdMEv+TBpXwIf8mUmvTKGZuGkEuMTjcQqFArOzs1iWpelhWfEJsDBrMGSzrc4fj8exbVunHa5WqxQKBU0z3759uy2TpUk1m/el2z3cT9ZrRds5ccn9LhaLFAotSlPARKVSIRQK6eRVsu2BAwe4desWi4uLOp20w+HQ5eQFCCaTSa2biEQibUJh0TZMTU3pSbcTGEr/N/U64pIIBAIMDw9rFkuApzCDnX1W2i/vJfGVaDqi0SiBQIBUKqWjrgB9bJMhEZP9O51Obt68ydWrVzVQFt2TsBXQAmxLS0uUy+Vt3XF9fcQHY7Ujo8x+r5PITcXoiylUtU728WGWPqZo8x/cjxnO+vGvWQRmiyx/PEppzGZu0EvsKqyda93bE3cTbUCCoeRmNAlsnLKpRaJM/MEyxdGRrodyVpu4C27qUYXtsLHLFez7AQKWzcajcVafBrDxFGywP0xBn1u2Z4EEdKcVu1GQEi/eWQtCdAbj4+PcvHlTu0TE7SATsNTNMEHC4OAgGxsbWmCWSCT0JJvNZvH7/dqtIZn8pDqmbdt6VSiJe4SmBvRKTcqQd07MZppiU5UvKz0ZfEUFL5koq9Uq6XSa+fl50uk0fr+fwcFBfR1E9CkDsqwKpR7CyMgIsVhMZwgUt8zQ0JBezd65c0ezL73CGs3X+31AlvM3a7KY38lnQtUPDQ3peyT/pcR3Op3G7XZz/vz5tuRS4hYANGAtFAqsrq625WfY2NigWCySzWbJZrNtk62ZU6JarWrQCehtxLUmQOfUqVO6tLiAZXEJCoMg5y0Jt4C2Ut8CokR3EYlEGBwcZHx8nEajoYvwmWHK8qyKlsjlcnHt2jUNvEKhkBaJSsr39fV1nZvDZCNM6zNo3xlr+qAyGcV+D/gBgNNHMLMX+ZfKOKp1xv5wicqhJPOfdFPfuYCntloUcLtwF8FVbHevKMvGs1JgbG6D6nSCuc94KJ+dwv/tW7DL0M3cQQ+uso2yIPm2IvL2Mo0P6Xi5p4GEWLfB13yfyWS0r1eYiEqlolcz4+PjbGxsaEpTBlBTHQ9ovYEoySVRj/iw7969C2xV15RwzVgsptXzEkYqxzfzP0Ar5LNareoQtEajocVnMkjL6ktAjdvt1lEd4hMPb1aXE9eJ1A+R+gayD1llim9Z9BRynHQ6zezsLOFwmOPHj+uaGoCuKtloNDhw4ADr6+vk8/muQsJuEQp99Xv3SI1u10+Yr1AopF0ckUhET56SiySZTPLuu+9y9OhRgsGgDmMUhkqKc7lcLu12SyaTpNNpvvGNb7C2tqbBxcGDB0kkEkxPT7O+vk4ul9OgVPIySKSQrPTNcMrx8XEWFxd1hlbRHQjwFfeeTPzSRnnGBIRLWKpkXxUgK8JLYdrkPKVfCaOYyWSYnZ0lEolobYQwjJFIRD8L+Xy+LQS1233pZIv2c999v8194RbR06coD8Pcp91Y7vd2rdfORrDcNp6sg4O/vc76EwncxQCBpQq+N29zZCbBxrkBvX0zFsIRCGCVSjiCQaxoAGxwlRWNgI0nB/bcEq5SEne2Akrhzjmohy3mvidEYDlIcKWJb7VMYMHL7Pe68J17BGcNJv/d3TaXTHNxmaHXR8kcc9Dw2VjelqgTQDUUiX//Do371FjsJdvzQGI70ZOpel9aWtKpo5eWlhgYGGiLLZ+enubGjRukUikdYilUsDkAm+F3tm0zODhIJpPRK/FYLKYV4OKbNaMshLIVjYOp1zCLbUkeCtFBBINBHfEhE73JQng8Hv25rF5lZSehbOLLdrvdJBIJnUJbVreSgVNWhuVymcXFRSKRCKdPn9ahnjLwBoNBDRxCoRDXrl1rE+OZ96VTsNZXu+8ux4ZcNwkDXVxc1JO45H6QvhYKhcjlclSrVb71rW/xsz/7s21ZT03RrmRBDYVCvPnmm1y8eJGrV6/qZ2FqakofxwwnFeAq/SSTyWiGQcKlJdxT0nDLJC+TtABtaZPsV4CtABXY0hSZ1T+hVfRrdXWVcDjM+Pg4Bw8e5O7du2192OVysby8zIsvvgig08hLKLc8U6IXuXXrlgZpnaDBvBd9APHBWDOXY/D/fKX1+pPnWDvjI3/w/ikJx9mTlMeDVAZb+oapLxdQuSL5ySSheQehukUzvQHraXwH4yQuuvDkLe78aIShN88Q+N3XyH/faVJnHYy+bBG6k+fGT4YpjltUnznWOohSOMp1Dv3/bnLjvz5MdcAiuKjwbtRoBt2MvJqncCBIZajV/vQnpoifD9K80srpYlerRH7jVSKAeuIU+UNb+WKUZd+fS2QP2p4FEtspqcXkgbcsi/X1dY4cOaKrZEoJb4l1r1QqPPLII2xsbHDnTitjmrATZqlw0THI60wmo5NMmTn+Rbhouh4kXh7Qg79ZztxU1TebTR1773a7df4JyTUBtIEQAQnCFsh3Zhl1uU7VapVSqcTS0pJO3uP1egFYXV3VWf9KpRJ+v59jx47pOhrJZFJHiEhujomJCXK5HLdv397Wnywr1761rHPluxPAkvwKAogFoBaLRc1ICfi9fv06/+Jf/Auee+45/uRP/oRTp04xOTmpNTg+n490Oo1lWVy7do0bN24wNDTExMQEY2NjWkckz4aEFUvWVWGmhCWR/idp0gXUDgwMaMAjIcZS2lvOX/qvsGkCmAUACygwxZFy3tJ2n8/H2toaV65c4fOf/zxjY2P80R/9Ea+99hoej4ehoSHNAorWJBwO4/f79TFTqZQGPZ0ibgEQnfet7+74YMz5J28xVDtLccKvWYXEpSbNheV7tq1+/1OsPbaVbaoWsWn6bRx1m0P/vkot5mXuM1NUExaheYXldlD60afJHHHSCNgc/J0NVLlG9nBL++AcHGTjuBNPHiIXUtiB1lgZWHbQ9DtpegClyB+LEa633GKugtKhpI5Kk5Wnw9iGX2b1KXBVEgSu3Huu9puXCL3Z8dl7uHZ7wfYskBDrHIjNiA3YAhfi2hD6tVQqaTeCrIJCoZAWhl25coWRkRFd0MuyLD3oyJ+U7xZNgkR5mMl6pOiPxLSb5ZhlYhAtgqSoloiJYrHYVkBMBlDzfAVYmNoP89jCOIhQU0pMi3tFvhcgI4yCJCd65JFHsG1brzBFlBqLxUin04TDYTweDysrK2QymXv0EXIPzEmyk5nYr9a5uu1c8XZeH0nzLts2Gg0CgYBOWBaNRrXLQCnFtWvXSKfTOJ1OnZFS3gvr9cUvfpFbt26RSCQ4fvw4g4ODWjcgrrPOxGZy/0QzIe9dLpfO5iqsnABgWeULCDZZllqtpoGsMBNmBdlOkbGEirrdbmq1Gul0mpdfflknq7py5Qq/93u/x/z8vC7SBxAKhXA4HORyOaLRaFsq7dnZWZ3ATq6veZ/Mz7qNOfu5H39Qpr71Ngdcj1NJeAh//SrN9fQ9E6wzmWD9lJvycBfmwgb3Sg43UP/kkP7YUbfw5JrUYg4CC6oVauptjbu5A048uSni15pkDztR+WLrOxsG36ri+doFcn/laephD6FbWVSuwP+fvf8Osiy/zgPB797nvUtvK7N8u2rv2M0GSIoABgRJEeRQkMTljLgarkxwFSsToYiRWY1ZEzOznNFKipCWMitpRJEil2ZAAhgQhmg0Gu27q8t0uays9O/l897du3+8+n553q17X2YVuqqyUfdEZGTmM9f+7vl9v+985xxgAgtfb6GyEAQME9A1tMYwKPX9gNqhBhLWFZ31NWsKXTabxcTEBAKBAMrlMhKJhIrnTkxMqFjt+Pg42u021tfXlXjRSuE2Gg1VpjcWiynBGpkGah/IDLBHAldr/AzBBZt+yZx9UsvUYMRiMXVOMibNYyPzYZqm0nvQ0XGCoRNmcy2CJKbGsp5ANBrF9PS0Utsz24THygwWTRuUbf7+978/VMRHmjxmp/v2IJsdhS7fo1F4yNg+hcDxeBzNZlN19iS9PzU1pUJPX/va1zA/P49IJALDMFAqlbC2toZisYh0Oo0TJ05gcnJSTejUAJF5YLYSu20Ce2EHPjdk8JLJpGLXOp2OElaGQiFUq1V13ABUaXmOZY5hgglrPQmOHV3XEY/HEY/HUa1Wsb6+Dl0ftP7e3t5GOp3G2NiYuiZkEg3DQDQaVeEPwzCQSqVUmqwToyaBnR0z4dq9Mf3b7yKMW7uEaj4/qj/7BAoPe1S5ajvTqnWYqTiCuxraGcu22xqSV7oon4ojcb4EAKgtGOgFAzjyH9YRWUtg5VeO4shv7yBxScP2CwFMBJ5ALwL0Ih74ih6s/MpR+EvAxkshBAsmvKUGqqfT6CRvPaadp3VEpl7ExD997Qe6Jp8EO9RAYj+zitdyuZyqnJfP5zExMaFiuLK7os/nw8zMjGqkxfQ6XdfRaDQUpRyNRpFOp4dWYExhk7FkTdNUtTyusFjwiUI0OlEprqMxxx7Yq/Ugq/6RpagLMY6c1GWeP4VsnNRbrZY6p2g0qiYlhmkYauGEwnRZxqOZSrq9va1WnYB9PQTXCdvbqOwWq36i0+mgXC4jnU4rloDl2WWlRmBv8iTwe/PNN5VOgdd/fHwcR48exdzcnAo3MNzHMIIce6w+yUmZ4SqKNwlirHUlrMCYY0o+EwBUy3TJdLBQFQWbZBATiQQSiQSKxaISYeq6jlOnTiEcDuPGjRsKiPA8er2eqsHBz9+4cQPFYnGoZbg1xGQ3jl0m4vBY9c8+ie0XAIzoiWl6TGx+cRn1ORPL/+Bt7PzKU+jGgF7Uh9CVXcwYGQSvFxCKhqDtFACk1XfLT00jvNVCO2Og9OQ4Yht9xNdM5B/yoT/A1TBCXnRjJo7+g3eQ/UtPonzCRPlExv5gAPRDJjrJB8MHHuqAtpM2Qv4vaxhwld7pdBAKhZDL5dRkLzMWSMmy1TJpVVnTP51OY2FhQTERXP2zLDGdH1dpZB40TUMoFFJCLwolWcZXqtZZr4KxZVLZnCBosvYD6WaGU+jwGXeWhaIIXghIAAw5ak4msqcHGyZxJReNRnH+/HlUKpVbwIFVD2F1vBJ4PIhmBbp2TJo1e6PX66my1TKTh+EwjkGCCnaXXVxcVCGLbreLeDyOU6dO4eGHH8bc3Jya1CX7wP1JhoxZEgCGWDBZa4ShCGo2EomEyrRg+IPhEtkjg+9HIhF1HeRxSOEpAQvrYvC1yclJBaxkSXleQ7IcNGoxrGmfozQQVpboQR7D99s0nx/VX3weO8/u/1nTA1SOGuj7Taz+3afQSQCGB+iFPOitrKI54YMZDECrNbHyfzqGVmbvvibe3oK3vFdRMvJRHo1xL2JrxjB20QHt+BK8TewrbPBVNYR2Hoyxc+gZCbvQBn9z4pLV+Ogkk8kkqtWq6q4JQK3s+V2uoLxeryrjOzY2hkQioQSYknYlEGi1WoplIHVLVoCpo8wGiUQiapUkexFIdbt19SfV6/K8mTJHShrYAxm8Fq1WC5VKRWkduFKjToPXgd+Tq2H+ULvBaoBkJ+zuh939sov/P6i2X3hO/s/JlsCUTeTkvSGQlP0wOEGymdzY2Bg+/elPKwExgQCpfevkSD0CnwX2XmEYjOwZRZ/cBsMPXq8X+XxejSmpSyLTR8CSz+eRSqUQCARUFVo+s1KjwfDJ1tbWUHG5aDSqrpEEsrITKsFLrVZDIBDA7u6uAsLWsWn9bf3b7n/X7p15Jsex8xxG6g80Awjs6tD7QGPaADSgkzBw9LeaaE0E1OdaSR214wnELhYG4RGxTTIS0spHgdlvd+GZ29uG4TNx6VeSOPpbDQBhFB41B6W4Lcc39T0g8V4W/UtX7/zkP0F2qIGE3QNsdcByIqSjeuyxxxTDUCgUMD4+rhyMjM/KVTwFh7Ozs0r5bRWWycJPXM3TGUq2QlYXZNhCii/pXKmwp9ZCFsbixE1hKWlpAOrYGD6hYI5iPcaDOQFI0ZxkKbgSlUCEBYsYCllZWUG5XB6a6Oycr/WeuWBitDlNVpwkK5UKxsfHVZ0FjhFeUxkuYCvyUqmERCKBM2fOIB6PY3JyEu12WzWzI6iQIDUSieD48ePY3d1VAl2G/Dg5s2U8GQjZc0OWX5dl4Nna3npumjboYru4uIher4fr168r4MHxSOC/sbGhKswSJLObKEGLFCcTuPDzkUgE29vbqvDVQe6FG447HKY99TCKD8WR/t0PsPhHU1j7M34YfntfMvf1PiLvXcf6fz7o3KkZQGRtD2Qafg36wycd92X4ByAjvHXre80JH0zPra+3JgMY/9MtjP1+Gb2HFrHzdHjo/eR3rx+4tPcPgx1qIOG0krMTr/F19siIxWLQdR2FQkGtZOxiv/xuJBLB7Ows0um0clBMgWy1WqpSJes0sBsmwwHM5GBlPe6HIIQTBLcL7K0krcyKzEqh8p3hD2AQ+y0UCiiXy0PZHoZhoFgsqgmDwlDWneCKDdhjJeR+m82mKiEcj8fR6/VUgyO7uLK8T07vuTYc2rACLLsxzrofrNTIMIcskS4BASurBoNBLC0tYWpqCrquo1qtIhAIIJVKIRQKoVQqKUaM43ZsbEyt2KmTYatt/jDUxfLYBMIEvWQuZNiMY4tjMRqNDoXtWHm1XC4jn8+rOhTsA0P2rlqtDgFtMhsEDQzb8XpS5wEMxJ8EwrKkvFXLQ5P3xwXB98/0M6dx7efi6IVN9MKPYfydGiIbAYydbaOV9mH7+T2QEChoiFzYxNbPLKF25KZup6th7revo/HoLEz95n0OeDD5ZhWN2dDQvuKXdUS3+th8WUM3FoFVg9ELaph4t4NeSEf2qb33N17RkU5NI/2vrkP7bhFT3x0+B3tZ+g+vHVogYfcwWx9+a5yTTrZYLOL48ePo9/u4fPnyUDU8OkFSqewlEYvFVKyXzjISiSjnRdBAx9XpdJTugaABgCrYI/tasAIfewvI0sZkJBg/liEEVuejI5S9NzRNQz6fV3Q2wYQM3/Bv9ljgRMD9sOmR1Ie0Wi2EQiFMTU3hxo0b2NraUpObNIIjOwDhOuE9s9ND8HWrdkJOdGSGmMbJ+ynj/PwhUIzH45iZmVFZO91uF7VaTekSFhYW0Gw2sba2pjQRtVpNCSJlDQfTNFXDONaXkGNAhuC4f2ow5DikGDQajarQHDAAP5cuXcK5c+dQq9WG9BRWppDjm0wJM1Vk2E7TNDWWCeq3t7dV7Qjr9Zf3Rmo1ZOaRa/fHmjNR9MKD6186ZaJyNApfFfBW2oh9/yJiXxMUQbeLwp99HOUTlvul6/BVOtC7XnTiXjTmItB7g880FxLqY9GtPuLvbmHzR2dQWzSU7qEzm4Cno2HsnRJMj4Zgs4utF52FlQ+6HVogYZ2g5Apdml32APPIG40GZmdnUSqVVH8NhhS4D4olWZ9fig+5TQrJKpWKSgm1ppgxc4PbpQjN2nOAlDTpVjIWLAJE5oChFzpyGrt1skIfP09KmA2L6MwpTJPCSgIb/s9slXw+r9Jd2+02Ll++rISdVvBmfW1UmMO10SmgfJ+vM2TGEFYkEkG9XlcrcNlzgqGIer2O8fFx1aBNMh+GYaBSqaBSqaBcLmNzc1PpiFKplCrlzvFPdgOA6ogry15z21JPQbEwwSrPjwWurCC31Wohn8+j1+spLQ7Hs2nupTdTx8Rjq1arqsw3szNoEugHg0Gsrq4qtgQYBr/W+0Lf4HR/XLt/ZvhMtNMmLv+FGCa//xhi//H1off7fg2aaULrajB8JgyviZ3PzgMGEN3uwV/poRP3ou+/OYf47HMMNGNQrhowsfN0EL4KYLx/AdrTjyD3XGYotKL1NOgPGu0wwg4tkKDZxdrt4ph8n5kQ3/rWt3Dq1ClUq1WlgqeDlM6QdR84ucvQg6wwyVhxsVhUjlHGrMl6kMrt9Xoqc4MrPqkmJ40sz4shE54j2QO/36/aRPd6PRSLRVQqFYTDYcRiMVSrVeVoeW1YP4MTAgEU2RICIDr1arWqVqSxWAw7OzvY3NyL8Y1yrE40vQRtD7pZBZXA6Hh8p9NBsVhEMBjE+Pi4Cq1JQM3tsH7JwsICJicnUavVhsJWZC12dnZw9uxZbG1tIZFIYGFhQYUd4vH4EFNHHcTu7i6azabS6LACKjVBbErHZ4nPAdkFyQRy20wn3t3dVeJmWdytVqvB5/OhUqkoRoU6ilarhWw2i0gkgmQyqdJJeT2ZocUxTTaCZie05OtSX7Hf/XHtPpnNLYmtdRAqeBD+1gXs/vwjMG/OarVFQO95kbjahJzqIleLwI/dyi4EszoW/7/XUH9yHtaExthGF8WHB9tIXNYw+ae7MC6vfOIrUn5cdqiBxJ2qp1kWOBQKqZBFsVjE9PT0kApeshGpVArValWtukgh0/mVy2Xs7OwoCpdVIMlEcIXPhkhyxQ9A6ROoWSAQkc3FuHokG8FVH/8vl8uoVqsolUpDnRKp/eCqyuPxoFqtqrCHzDwhBUwjsJA6CE3TcP78+VuAjpX5sWMi5OTxoJtdyMLpmlmNE2qtVkM8HgeAoewjyRSRwUomk5iZmcGVK1cUqCRgzefzuHbtGsrlshIAs7dHt9vF9PQ0pqenkUwmMTk5idXVVdUEjyEE2R2Ux8HQHkEjGTeZPcEKk4FAAIYxKGefy+UQDoeRyWRU6CKRSKjCWyxz3Wg0FFAmMGJ6N4E5mY5AIIBqtQqfz4fd3V2Uy2Vb0CD/tws9WcGGG6q7txZ5bw2Bp5fRThvQ2xpSF4H0ucF4wAeXbpm8vd94G14M1Avpf/U99Xr/r74I2xxNw4SnrcHwmzC8gFmtIXlRG6SLjifR9w+DiG7MD1+lA63vG1S8/NfvoH/zGXBtYIcaSNhNRtZQhp3Qj3+vra3h1KlTiMfj6Pf7qq0wJ+tAIAC/36/AQTAYVM6QhYEouKzX60OOks2tqJPgZM+CWHRunMg5wbPHBXt5UDgGQO1Xhki4MuSqkjFirhplwR8KMxl2abVaqNfrqjGYpmlKA8FCWdFoVLWU5oSSzWaRz+eHnKmVFh5F1VsBx4Nqo8JB8nWn/wGgXC4jGAxifn5eTcoEuZyAybKxvwbHAiu8nj17Fuvr6wAGWRpk5giQS6USNjc3FaNRKBRUSIDhAu6LfVwIxDnuKbTkd2SWE58Fn8+nGsXpuq5EoKwR0e12VTiQANs0Tayvr6PX6yntDkvh85mg1ofF1Aj6pfaD18vuHkmgLe+b0/+u3V3rbW3D0x5kYBz//2yjf+0GTOMAzKamwXzxzODP1953/Jjp8+LYr19F8ceWsfOchsrSKSSu9tFJ2KRnAPDWOtDbvQEb4g4FWzu0Bamc6EXrJDVq0ioUCtjZ2UGxWITf71fiM5m5EA6Hh9TgjDnXajXs7u4il8uhWq2qz7PapWmaQzoHFr5i4SBZM4KULDBw5HSekkqmAJIrTcZ6qaBvNBqqZTQ/TyNrQfqbwIjMA5Xv8joxPa/RaKimZOx+euXKlaEun3aCyoOAhQfdAdvpIOwEwvLz8lpTK8ES6TI8wG3JFvOs7MoJc2VlBd/5zndw6dIlNJtNRKNRzMzMYH5+HlNTUyp9mCEBjsdSqaS64cq0YzIZ9XpdjX0yXDwfanXIHBBosAgcaztQQyRDIgAwNjaGaDSKRCKBubk5LC0tqfRtFnpj/QqO762tLRXuo4CU6at2+gd5/e1A3n5hVNfuvs1+owJvXYPW7gIHAREANL8f178QwrWfC2L7115AY9aE4QOMgAd6d++e1o4n0Hx8Aam3czD1QdEqafH3d+AvmzA9gB6NwvTqyD2bhN4FZr7bhyk0a64N7FAzEnYrXjtgwd+ySA+dXLlcRjKZVOEIagf8fr9K16TwixX32E6b8VkyF2QtgsEgfD6fCjP4/X7E4/GhVVIgEFDZIGQCOHkTBHBSIDXcbrfVpB8KhVRGCesE8Pw9Ho9yqIxxc7XK8yEQ8Xg8KJfLqNVqiEQiinKmdqJQKGBqakp1/lxbW1PaCKlml8DhdkDEgwwmOIFZWRzrdbS+Jq8ZtTnZbBbJZFL1tqBAEhiM12w2i+9973sq3FYsFrG9vQ3TNBGLxRAMBjE7O6sAJwFtvV5XdSqsgk8CDIY2otGoahTHMcvng2A2FAqp/hdMm2afGRauAoBgMIhOp4Nms6nYFB4D2UNdH/TIIQPDsAdL0Ou6rljD3d1dxUAwU0MCM8mgHYTNtN7HB3kc3w8z3/oQR97xoHdAEAEA6PcRXQXKJ6BSQYsPAdVFP47+uxzqJ9IIrdfRmg6jF/YAPvvpz4iHUTplAjCx8xcegacDlI8Bx/7bD2HcXFS6NmyHGkgAB4+5S4U6jRkILNYkMxS4kqKTDAaDSrTGlVQwGFSfkROqx+NBMBhUSvZKpYJQKIRUKjV0TEwFZRopwwlkFRieAKD+JlNBECRDLNxmMBhEOj2oEx8IBDA1NaVYi36/j2q1quoBVCqVW2LqPI+VlRWYpqlWej6fD9euXbtFcGYNJcnX5fUfdV8eRLOOR/m6k2DYTofC8tSSqWo2m4oJ4+e73S4++ugjxRaEQiEkEgkVQpBhBI4VbsspHMdQSKvVUgDayogRVLAGBNM8DcNQ4Ybx8XFcuHABhUJBAXoAih3sdDqqVTgrX1JoTJYvl8shlUqhVCqpmimyWFo+n0exWFTv85rK3/K67nfd5fuu3Qe7HRABwOz1MPXvz2FyeQ6X/0ICptcEtEHPi+zL44it92AEvQhmm2jMDReQ8rYMeOuDsdiL+pWoM5Q3ECj2UJ8NAK5w3NEONZAggLAKn5w+K1dSXE0zhiprOpCelWlvLNbDDA46RRaXYi0HXR/0qGCuO/dLQVgqlRrK/Gi32wgGg0N1GmR+PF9nLn673UY8Hlf/N5tN1Ym02+0qDUYmk0Gr1UI6ncbExMRQO+hsNotut4tisaiqAbLiJsscr62tqbLGmqZhamoKFy9eVMyHdK7W+3AQutdutfegmx0o3m8CIyBg2idZDv6mGHJ8fFwxX4ZhYGJiAul0GslkEuPj4/B6vcjlcgpQU9jI4m3ZbFb1hKGeh6ETFifzer2KKeN9lfVUJPBmaCQajWJ2dha1Wg03btxQ58PPWLOX2ICM50UhMdkQjn8W6ZKp3KyHQrBDAbG8tnahJH7Gmhru2ifP+pUKtA8vIX71GZRvFrM0PUA7rSG2DnjLTWjlGiKdHtAWjRO//CYmAODMaax+PgSKIbZf0BC/GsD8f/PaiHZhrh1qIEGTFDsw7HydKGEKFQkk6JjofBkLpmCSgsVAIKCYAblqA/a6bDIHv1KpqJK9zHunKIy1J5rNJiKRyC2xbx4HVe8EAmznzWJZTBttNBoABtX6xsbGEIlE0O12FXAJhUIKqLB2RCQSUb0QeP18Ph9qtdqQCK5UKuHDDz/E2traEBshr6WdyPIgK+sHmZGwMzuNj9Pn5HiRDJZkDAgep6enkUgksLW1pYBEKpVCPB5HOBxGt9tFLBZDs9lUQJrpxtxmNpuFpmk4ffo0wuGw2l84HFY6IRZao55C13Xk83lVSVaCYwo1e70ePvroI6VVkj1jWJeF45fPLJ8bMh0EGBSfEvDKa0UwYW0UBgwzaXbhJgC2qcru2P3kmdnrYfLff4iphRlc+8U0ujETwZwJX6WDXiqM3R/NYOyDBnz5yi3f1ToDhjh9VkP5ONAPmjD8gHdqEr2dLOCOB1s79EDCSp+PerDtYvikZCWQ4Iqu2WyiXq8jHo8r9oIAA8BQ/BcYOPR6va7ep9OS5Xupj0ilUkoZz7i2lWaV9DALRnHCJ7Pi8/mQy+WGuh0SZJBlYNyYwIahmcnJSSwvL6NQKGBjY0M5bqn65zlks9mhDBFrXNnpfthdf/lZ1xEPzA7wjtKcyOsmgYQVTFAPQ9AodTzUBjGtmTofFjQje8A0ylKphBs3bsA0TTz//PMIBoMKeEigwHCEzBaS1SM5bji+i8UiNjY2UKvVMDs7q4AExcGmaSKZTKrCagBUyNHv9yu9hGmaKuPJWuVT6o24EHC6zk5j0o4psi5iXPtkmFGtAuc+wtw3nsTKz/jh6QzueTvlx/TXtmAG/UDAP/QdTyqF2skUoAGFR26OEROozRu49H9ZxrF/WIVxc0Hn2rAdaiAxKjZPZyBXFzT5GYYIuAKnIyR1S7U6V2adTkc5XrZV5vZkCIL9B4C9EtSattcUiyWK6TQZ56XToyiUThnYmzBk5cJqtYp8Pq8cP4tUcd+kowEotT0p8EgkgpmZGfj9fuRyOQV6rCswHhfbm0vq2i67QF5ju8+MCkE9qGZlaA4aHuJ3Za0GTdtLvaQIMplMKhaMGTtMi+SYZuaDZOZYTpspxc1mE4VCAevr6zhx4gSCwSB6vR4CgYDKHOGxUTxs7Wgrz6/T6WBzcxPr6+sqhMGwoGkO2qD7/X7EYjF1vGTluG+CIaZGy+63ViaC4Q4nBtOOuRwlfnXH8SfbfG9+hNTRx6D3THhqbZgTAaDTRXspg8B6efjDmSQ2XtEBmNAM4MS/LGLnR9LoRjXM/9YqeqJKqmvDdqiBhDQnsRQdg7W8LR0CRYdckXElQ4qTEzmdL/sLsEcAqVlOumztzJgwnSMnaTppahT4HtP0WJ2SKzZN20t/42pTTvjFYhH1el05y2aziV6vh3g8ju3tbVWwqNlsolKpoFQqKT1HsVhU/TiKxeIQeCGY4eqN+7VzrE73wgog9mMoXHMGW6P0J3Ki5ATO8Uswkc/nEQqFUCgUVCYPwQKBdLfbVTqGRCIBXddVQTKCVYIBfi+VSql9MUzIrAweK7fB543PFDOGLl++rCqxctylUin1HHE7PGa782dlV+5XMjQyNCibc+03/iT7Zt3vfuyFa58MM+p1ZH7je+j+xFO49ospLPxxE/DoaCe9qM2MY2RhiM0svK00DB/QW9+4Z8f8SbRDDyRGrYTla/KzkpFg9Uo5yUshGWOwMn1tYmIClUpFCcwAqJURAQCL5VSrVeXAmFYn244ztELhJLM3yKSQvqUz83g8qhgQKwASxEhwQV0E612wAiDDIJxs2DmUq2GCCP7wGsl+CdaUT+sKTv4tV9nWsIdLCTuDK6cxbPe/TBHmREyASnqfGppoNIpSqYRcLqdadQeDQcU8AHuiwlAohGq1qkq5cywmk0nFVkSjUYRCIWxsbKjPyqZzFAjzWQKgenPs7u5ia2tL1W7h+OMzRVBDkbMMlTA9mQWsarWaCvfJ6yKZCCuQcLofduE5u++4oblPrumxGLTJMaBaR38nC1+ti/BmAJ7vn8fWrzyFblxDK2Oq7AxPJo3udFJ931fRYfZ6yPzeOcDjgZuvMdoONZDg5Oo0kVmFf07bYHEoAgaGH+jcmGZGAZisE9FqtZRTBTDUFpmppFyFxeNxxONxpWXgd2RtC07qrBshM0l4TvV6Hbu7uyiVSqhUBoIgpvp5vV40m03kcjlEIhGUy2V1HLu7u4pmZkMjruI4UUhBmQQR/CG4cHKwEgA5OVqXidizUfF4O/2JE6CQpd1liEOKBxuNhirNzhLpLAYl2TiOf4bbWK2S2RGxWAxerxfValWJLAluOZa530KhoMAEwfP169dV/QvWnUgmkwqg8H+Px6P0GjTZC6dYLGJ9fV0xKrwWUgdhBRFO19bu2ttpIuQ1H3X/XDu8pnm92PmLj6B8wkQwpyNxbRmx6w2kLndQ+eKTSF7pwPcn76DzmadROubD2HsNYCyN+kwAmgFMv2oi/u46em7NiAPboQYSTvFkp8mLKxaZAkpamEpwCSSkboJAgs5XrviZOcHvyNAIgKFVFKv/kXbm9zjpVioVxTxwFcmJgWmmLFndbDYV2ODnAAyBkXw+r9L4CHoIkLgSpNhUsjSSheCPDG3ws9Ywh901livFUSu8B83kJA84h4rsxrf1OpJ54OepkwD26j54PB50Oh0kk0nUajXkcjlVBRLYq4BK5oFhOwJtdhqVvTXk8Ug9js/nw+rqKj744AMFJth/ZnNzU407pmlWq1UVwvP7/SgUCkr3QFAfDAaVZqJSqWB1dVVVjrXqeSQjw8Z7Etjerk7noEyRa4ffNL8f1SODv1vjBlrjQO6JCEwdML0mYtcC8C4+j8kvX0PwW2UYrRb6AGKXV5D8egL9QhE913/dlh1qIAE4K6n5v91nrQ8/JzormKDDlI6MNCsdExXtchXE7A1O3nToPDZO2vweY9Gygyf7GXQ6HcRisSFGhKJPGkMkPH86ewIkq8lW5FTlE6xQD+EEIuwYH3k97QCD02sPOpiQYMxKy1snPCuzZr1+sngZTdZLsIp3x8fHUalUUCgU0Ol0kE6nVe0ICno5fljFleOA2UxkyxjOY7nsXC6Hq1evIpvNYn19HaZp4sqVK/D7/eo5IaiQbAefH+ov5PYpZJbpqfwsdRsSQFhBBJk0u9Cb3TV1Cm+4QPiTb0arjcxZE7uPA9AAUxsACPOmDGbmK9voX76GW7qAG33084V7e7A/JHaogYRVNOVERUqzOgt+jtoErpwkkACgakjQsclUO4IKMhGkfalLYEYFOyuSuaCjZFopW5pXq1XVC0DXdezu7qrQAwGPXGHR4bPJFkMmPEeGWwCo75HS5nlKNoLqdwmEZEjD+pvX1e762zEY1vv2IJvdtbCbxOT/dhOitb6HNcxhBRmchNmts1KpwDRNxShQO6PrOm7cuKHGsGEY2NnZQalUQjqdVtUxmTFUrVbx4Ycf4sqVK0PZRbLQGrfD0AaPnaLhYrGoskd4rGTReB58Nnl9pCBYAmEZjrNe61EaByeg6xRGde0TZEYfyd98C+k/CKN/ahH5M1GkzzeRe+Jmb5lGa58NuHa7duiBxEEdsBU88DNWZyT1EgxhcKKV4QrJVDCdU7bfZj0GOvl+v68KPckVIvUVZDAYrqDDpDPmMfE1KWjTNE1VCaSYUwpHed5ynzxuqzCP4IFUNs/B7ppane1B4sh3Si3/sNpBroPT9bfTokhdAEMa8rsyLZIAmqwD0yl1XVd9K1hXQvbb6Pf7yOfzKBQKKkOIBaO2t7exvb2tjpFMGstuc0wS4PKYOR5ZBVOydjw/jld5XlZAL8NyfE6sTIIdi2bHtN3JPXHtk2Fmr4d+pQK8cRaZNwavTXx38PsWJsK1H9gONZAA9i/as1/MWToNCtSsWRzAcHEoOUFTPyF1D3KiDwQCyrm3223s7u6qFZLVOUsnR2fLzAYyEVJ7wPNgU7BoNDqUZy/T/6znz/OxAxHUVEgQIa+p/C2voROQs3PUru2ZU3hIvm/3twRtEkjwNTkmOeGSnZKhDn6uXq8rFqzRaCCfzyswLXu5kHlrNptoNpsoFotq5S9ZORasYt0S/ubxWcM50WhUaSDkuciQBY+dQEOKKSUTYQXB1vCFHQiT13g/5sEdw665dnA79EDCDizYPeR27IXdykNO+tRLsL8GJ3jqCmRKG/+mk+N2KMpk7Jk9MRhGAPZYBVK3BAPUPVjPS/72er2IxWIqpCGFonK7cj9yNceQDkMZEkTYxZWd7oH1uo+6L3Zg5EE1a0holI1iL6wTn6wlIYEn00PleJPsFMc52S2CXBZgowCz2WyqzrMEznbg0TqGgT1NEs+H+2NdFn7GWjSKx05gBGAISHAcsyiVDMfZpRpbj2sUw+aaa67duR16ICHNafU8yllbJ0G5qmo2m4pSpVNmUSoyDlz9y1ACJ2gAqjdHOBxWpXtrtZpKlwP2KkhaQyxcUdHBWctjUyUfi8VUTFkeqx2IsJ6n1ELU63W1ghwVCnJaoTmFLUaxGA+6OV2rgwAGJ8AsJ1nZyEuGt+Rv3mOyVLKaqmmaSCQSqo333Nwcer0eVlZWVMaFnLC5L07uVu2G9fhZm4WtzDnp85isY55gXo5jaoYIIqQ4WF5jp8WDPLZRmgm5LZpbC8U11/a3TwyQsMZA+Zod5b7fSoNsAVc2dHjM3LCulgAMMQHA3oqKDtrn8yEQCCggUigUVOqoXCXyeDmZy8lf/u/3+xGNRhGNRlX6pnSw8lrIlShfJwVMepo/Utdhd11GXTO7eyGPW/7tgog9G3VtRr0nx4PdpCn1EsBeGqj8HJk1uS+aHMvMAMnlcqquCUEzAYoEKk5aBGsqMItakdGTAEI+Q7LomhzLUhxMECGFyHbXjP/LapV8XR6zFXzYhZzcceyaa/vbJwZIODlV4Na+D06xUbkdrnRkKEBmN9h9VyrJrU6R9DGLW/EYqtXq0OqKv2V4gnoJyTZEIhFEIhFHEGHngPkZdgGVbcitdLC8fk7XiNeT+7M6YJq85lZK27XRtQluZ6Ky3jcJBsmyycnS6/WqlF+pR5CAw3pc3W5XsWksvc6KrNw+xyyb1UnGgmOZNVQIhAkQeAyyCqU8RhmGAaDCGTJN2Vp4ymnh4AR27JhM65i26jtcc801Zzv0QMI6odm9Z/17lOO2W01bwcN+IIQT9qgQAzsxcjUlHRodcSAQuKWJEt8nIGFWiTwGOlK5qpPxb04GjUZD1aqwlg+2O0crWLM6XTuHbcc+WK+xa7eufq2vA/bXa7/XnIChNYRAY1qwnNitgl1WZZWTOrvKWhk0v98/xOrJIm/MWLKyGLISJVkV/s3ni+EXAgjZj8bufK1j0465tLvm1nskQyyuuebawezQAwmapFft6EzaQR2AddXMbcp8fCu4sAod5eTNFSCZBV3XkUwmYZqmAhLSsXs8HoTDYbVasx63dOIUn5HSlSs4qVyn8yUTwVCG3QqO/ztN+qOA2yiQNYoqflBtFFiQrILT9XWi3a2fld9nfQkJkjn+rMJLu/HHsAhZtmAwqGpCSJPVLjmeJLMms4dkZokEBlbWhGNegg4JmvdjHA/ymt0CxQ48u2E611zb3z4xQMIptiz/tk6SNLvVipODsKsgCEBV67PWaJAiTMlO+Hw+hMPhIfrXGo7g6pBmrQlAZyzz6OUKTnbulEBL1oiw0toytGMNuVjtIODCDtDtFzp50Owgq2Hr5w76vhW0yb+tq3dO5rI+isfjGcpakmOY22IxKjaXk6EVyWY4hQz4WY5hWUjK+iO/A2CIhbAryuW0oHC6bqOYIRmudM011w5uhx5IHHRlu9+Kbb+VMp0fJ1jraq7b7arVmRVQSCpXshZ0wMBeKiaBhJNDth6btRSwbJcsf3MbVPJLBywnkdtxvk7X1G71Kj/jOuJbbT8m7SBmnQSdtmUd+3K8sUW9Exi2hu24Xyehrx0IdfqcDPVZwbX8kecqWQin8TjqWu33nhWE2bFBrrnm2mg79EDCSr9bHY31b5oMXTgxGfycVekuWQNZqEcCByuo4GusmEnBJcVncn8AhuLCct/WFZ5cwcnCPPy+lRaWVLF1QrkdQDYqjmw1qzMe9f0H1ayMwUHi9qP0J7T9wiDWSVoWfZIhDjmuGaazE2XKMWWXxinDjxKQyzoQ1rLWTqBEPu9OCwLJslnP3+41p2trByyc7oFrrrk2bIceSACjV8J2D/l+D77VAVkpWm5DTsh22ggCCMlG+P3+oXQ8u1WhXJ1Z20PLv/m5Vqs1BCRkbNlK+dJp3851tU7+ToBj1PWXQEj+79qtdlCwZZ3o7DQUo54BCVjkeOY4YyaGFVDIcIdVpyO3LxkDOc55nHIsEAxLtgy4tbqlDIU4AYFRCwOnMecEJuQ1HAVGXHPNNWf7xACJ26GFR63k7JyQVTNg/ay1FoT8LVdzLDUs6Vhux+psDcNQFK8VQEgWhr1BRgEIeXzWvH/poHmedtdFXjcnpyspZisNbAdC3JXcrROkU4z+B9m+9W+n1TqAW8YKAYUVJFt/rNuX5ybBBMeHHMsSSFjrmMgxKs9DjtVRjJr1WlrBrdNrNKfPy2NzzTXXRtuhBxKjVlu0UY7idhyBnYOXjIV0mnSWsnkSBWksnW3dtnSgbKYkna+sRkgnTDpYOmtrMR9u3ypMk+fgdP1uhzmwAiwJWOy27a7mhs3KEljf+zjMCiCs94OvWYGzHNMy7CEzKKzHKidaCWC5TcnyWSth2jEOElTYAX67azRqgWEFvHZA1wn8umPXNdcOboceSADO9KXTCnsU9WlnTtS+dEKytwEnbbn64nsMWVidr3U/FElyf9IByx/TNIdWcVZ2w87xMs5tF3O2Y13kce23uht1ra3n6drAnNgIK7tjN873Y+FGTbJykpdhBgBDjAQ/I/+W491um05/W0GLPA+ruNLuPJ3Gzn4Mzn6AeNT7Lvh1zbUfzA49kBi1YtjP6Th9xjrJOlGmcv9WACFjxnSMfI0CTSeTjpUmHbYVSNg5Yetqy+q45bHJMIdVwzBqcht17E6OedTE9qCaE1Bzut5ObJv8jvV/63iwOwbr2JGvO7EOFB3fjlmPX57HQcCA3XHanaP1fbvt2R2TfM+6TWvxLNdcc21/O/RAwomNkP8fdDVnnTjtqHr5Wbk/a467nbOz5rnLfVuP3+rArcDGCgrkNqQWwollcJq05MrTekwSgDiBhFETld3frtmHzOR7wK0pk/K1g0yYB2Xe7ECK9disY8SOpXKamEft2/ocWNOR7c7Tjq2w1nsYdf52x7sfMHPNNdduzw49kLAzO1p+P+dm956TAxrlTOgAZcMj+d5+K0Lr56wrRStbwtoQTislyV7weKzgR+5z1MrM7nNWJy63Z/28u4r7eGy/SXHUawcd03bAz4netwPaThOw9TW7zx0UdFoB/0FYl/3GrROYG3XNXXPNtdH2iQASdnSn00RmdSR2q3JgODXT6rBGmdyGVYPgtE2nFaXdxGDdpmyW5LSydXK2TszDQViTUSDM+j2783MBhb2NArt219Jp0rULH9ht32p2z4h1+3YM16ht2wF7pwndCirstER252IHSJyAD1+ToHy/xYHV+Hmnqq+uuebann0igISd7TdR2TlsK/V/O7QmP88Sw9btSUdpZRXsJgPrpGHHNFiP28mR2jEUkjUB7MMuo1Z2clvW/Vk/a0dDj9r+g2ZOY8wJZFpX3k734E6v70G+tx/IsL43ChDbvW9lsZwAthMAt25jFBiwA8YHYXHkNlxzzTVn0w7bg6JpWg7A6v0+Dtc+dls0TXP8fh/EvTB3DP/QmjuGXfthsI99HB86IOGaa6655pprrn1yTN//I6655pprrrnmmmv25gIJ11xzzTXXXHPtjs0FEq655pprrrnm2h2bCyRcc80111xzzbU7NhdIuOaaa6655pprd2wukHDNNddcc8011+7YXCDhmmuuueaaa67dsblAwjXXXHPNNddcu2NzgYRrrrnmmmuuuXbH5gIJ11xzzTXXXHPtjs0FEq655pprrrnm2h2bCyRcc80111xzzbU7NhdIuOaaa6655pprd2wukHDNNddcc8011+7YXCDhmmuuueaaa67dsblAwjXXXHPNNddcu2NzgYRrrrnmmmuuuXbH5gIJ11xzzTXXXHPtjs0FEq655pprrrnm2h2bCyRcc80111xzzbU7NhdIuOaaa6655pprd2wukHDNNddcc8011+7YXCDhmmuuueaaa67dsblAwjXXXHPNNddcu2NzgYRrrrnmmmuuuXbH5gIJ11xzzTXXXHPtjs0FEq655pprrrnm2h2bCyRcc80111xzzbU7NhdIuOaaa6655pprd2wukHDNNddcc8011+7YXCDhmmuuueaaa67dsblAwjXXXHPNNddcu2NzgYRrrrnmmmuuuXbH5gIJ11xzzTXXXHPtjs0FEq655pprrrnm2h2b925sVNM0825s17UH1nZN0xy/lzt0x7BrH7Pd8zEMAH4tYAYRude7de2H0Fqoo2O2Nbv37gqQAABNs93fyM+bpmn7mvW929223IbcFrdz0G1rmgav1wuPxwMAMAwDpmkO/Vj3a92+dV9OxyLfs273AbTV+7FTXddt76kcI5qmQdO0Wz7L8WAdu9b7q+v60Hat45Q//Bw/w7EnvyOP2TAMdVxyv7quQ9d127Ev/7ces9yfPAfuo9/vq9cMwxi6PqPG8QM0tu/LGA4igue0H78fu3bth8y+b/6J43t3DUjcro1yMvs5c+v/o7Zv99mDABNd1xWIoHP2eDy2IEL+L52w3TmOOhbrZGMHqOzOx2lyuB17gBz8bZnTWLHec7vPjhrjcmK3GxPydQlSCBys4MNum7quw+PxKADgZPI8JCghQJDftxuD8pgAKOBtd35OgMt6PHbf28/cMeyaa/fG7huQGOU4buc7dqskJ2aDf++3b+v7Ho9H/XBFJ/dvnUAkuKDzk6s0+Vmr2a14ncwKjkYxK6NAiN2q2W417rS6tE5wPyy237lYJ2Q7NsHpe3afP8j+7QCE3OYowEomQjISdmbdhq7rMAxjaJ92LIscu3bXxXrOdsdoBxr4nt1zIa+f3e/9mBeeE89x1Gedjtc11x50u2dAwm4VYvcZu8mL37FuZ7/9OTms/Ry8/B5XcdIJW6lhK4Cw/k0n1e/3h1Z4oxgKp4nf6VidQITT66NW1vLc6VwleBp1PKOA2iiHbwdQ7M7hsJlkjAD7cWc9V2nWSVaa3XbtviuvvR1glWNW/sjt2B2rFTTIbdsBCvl9aXbjXU70TsDLCnQPcl33G+N2IENeJ3luds/iQUCf3X2y3hfXXPthsnsGJO6UirR7QJ0mQaszsVsV2a3gnMCKBBHSGVvpYScnyG0AQK/XQ6/XQ7/fR7/fh2EYjisgp9fsjns/JsJ6/tbt70cp7wfcRgEKp2Pn33bX3e77vV5v5DHcT7MbR07jab8V7CjAcRB2Q/6W71snTfm6dTt2+zNNE71eT2khCIadjs3u//1W9U4gXr4mJ3g7wO7EPow6r4OA7lHnZred/T7vmms/bHZPQxsHpQJvZ7V+kJW103ZGfZ/sg3UVR3Dh9XptnbPcPwEHAAUgOp0O+v0+ut0uDMNAr9e7xTHLbTj9bXcO1pWUHUga9bp8jWyEk3OWjtxuEnNy0nYA6CATwGExu+u733E7rW73+w7N6bvW/TsBS/l9OY6tIMMK7uRE7vP5FBC2smujgIL1XA7yujx2O8Brfc1uvNv9z+8c9LPW9+xAjPWa2e3vkzCuXXPtB7G7DiTsHjxpB1mNO61G5Db3WzlzO3b7snv49wMRgUDglgnUqqyXTEav10On00EwGES32x1iKHq93i0rPOtrViW80/mNYkcOyhbI/dlNVnZmdbZWJz9qte607cPigJ2OcT9Aajf52X3WaVzbMRRWsCi/bxVDOh0Tx7DdGLcDHaZpot/vw+v1KvArwQR/W88JwC1Aw8kXWMftqGvkBKKtk73T5+S9sZ7vKH806n3rvqzncljGsmuu3Q27q0DCyQEfdCUnP2/9225iclrl2j3Ydn/LVZj1POh8fT4ffD4f/H6/UqNzG17v4HISPNBZ67qObrerGAmCCrnCo9FB0znTUZO5kGERuxW/3XnZ/W/HStg5PycAYHeN7MwJPDo5bieG436Y3eTgtHK1ruCt37Pbtt243m8VbT2u/SZouQ0JbpmBZAUQ1jFN83g8aux5vd6hcWgFwRJ8cDzLMev0PNuNx1HAwwpcrTaKIXACBNbjsQvh2AEV+br8X37PNdd+WO2uAgk7h+H0PzBaUCb/l9uQk84oJ7yfoxk1QXo8Hvh8PgQCAXg8Hvj9/iFWwk474fP5hjQWhmGg2+2qH8lI0PgaHRqdWKfTUSu7Xq+HVquFVqt1xw5qlLMbdT2cVmZ2Tt5JuCa/v59jPgy2HxsjJzQ5UY5iXuTrdjbqc6OukROY5tgkGOaPVYQpGTXr/nhPreyEZK6sEz+viRVMdDqdfc/B7nocxA/YXTO7a2P33VHv2R2P3bGM+pxrrv2w2qGpIwEcLMzh5NQPOhHZrYD4v9URAlAgIhgMKhaCjAR1ElanzP/5m/Um/H6/Ag8EE/K42u32LSCi1+uh2+2q18hstNttx3Pfj36VDtXpeo6ilq3XzPo9u8nT+j3pvEe9d7/N7vidPkOzW/U6TVLWiWw/Jm0Ui2TdBr/DMUsWQgqI7Z4D+T8/I4/H4/EoYMt9yv/5GkGH/C1DI9bjtjunO5m0R/mBgwCDj9OcGCnXXPthsnsOJPab8KyfHeVI7ICA9XW7bdpNdnYTKdmHUCiEYDAIn8835IT5NwGFdNJ02nTgZCXkqozOlECDIQwACnC02+0hJ9zpdBAKhVAqldBut9FutxWLAeCWkIe8HnYTljS+Puq6W6/XfnT+qEnSbvtyW4fBCY8CqHZggK8fBHjI36PGtfV71vecrpcdm7ZfDQlpVg2FtXaFFTxYz1GOd36WfxMQS32FExNhPV9N04bqWti9bzU7cGd3zHbftwIpGp81+b4dCD6MTJtrrn2cdl/qSAAHC23sx1CMchhO7zsxHNYVO0GE/JFxZck60EHLwlWBQADhcBjpdFp9h2CBWgmyCoFAQDlGxqLb7TZarRZqtZpiKshOJJNJhEIhGIaBXC6H7e1t7O7uotlsDsWi7dJL5bWxCjjtQITdtRxFK1uv7X73yOmz9xtA0PYDM1Yw4cQk8LN2/8u/5WR3EJbI+nnrGJZ6Hllh0rpNKzsh2TU5VqyTNcea1+tV49nr9SodkNfrVeOe252cnESn00Gj0UC1WlVg2QlYWJ9R/pbHNAokOC04Rn3O7j7asWd2xyftsIxj11y7m3bPxJYHeaB+0IfObkVit9obtSKWDliGMKTS3VpXgqs1TdPg9/sRj8eRTCbh8/mGqF0ej67rCIVCCIVCamUmj4EsRiQSQTKZVJqIVquldBS1Wg3BYBDz8/M4efIkSqUSdnZ2kM/nsbOzg2azOaS3sAIlp9Ws0+qWx+3kYJ3sIJMit22drPbb9r2yg4AJ/j4oSDoowNrP7MY3J3aOX7sQhmQmrCwFvxMOh4e0PtQ5mKapWDSGKQKBgALHHo8HwWBQHR9ZM+7L5/NhcnIS/X4fpVIJrVYL9Xod3W5XjXMydv1+/xY2zM6s52dNXbYyB05sEj9v99vuGJxYCtdce5DsnjMSTs52v+860ZyjPjPqOOwcq2EYQwDCmpkhy2NLAAEAzWZTOdFSqYRsNgu/349AIAC/3w+fz6fYAslkyFAIt2utJhkMBqHrOvx+P/r9vjqORqOhfur1Onw+H06cOIHjx4+jVCphZWUFu7u7Q6I4u2ZPdkDLusqVr41y5narM+trTpPqYaOFR7EtNCfgcJDv2LFnTpPafuNb3ieZYTQKQEgADEBN4hyTBBQUZ1Jc3Gw2FcCQWU66riMYDMLj8aDb7Q6JKr1eL/x+vwIb2WxWsW6mOahTMTs7i3a7jXw+j0ajgXa7jWazqTRC1nFq1VnIcIe1mJXTPZDX+CAmQflBxuZBxpBrrn3S7b5kbdwumDgItexkdhOmBAHRaBTJZBJjY2NIpVIYHx9Hv9/Ha6+9pj4nwQTDFHTAvV4P9Xod2WwWpmkiHo+j3W6j2+2iUqmoMEcgEACwV5/BqqEg8xGJRBAIBNRvOnNd1xEIBGCae0JM/l8sFtFsNlGv17G7u4tYLIZEIoFHH30UtVoNlUoF+Xwe5XIZrVZriAGxE9NJ4OB0n+wmvFG0r/VeWifRg3z3XttBjsOOhrdjVOy2YcfWHIS5kJ+VoIGAlSCT41eCYE6wVs0OJ+BUKoV0Oo1Go4FSqYStrS0YhjEErAlWJNPBc/F6vQiFQjBNE16vV4Fg7k+ye8FgEJFIBN1uF5qmodPpwOfzIZPJIJFIKM0QWYt2u62YCgnirWN11Niyu7+j7of1/VE9Oey+64II1x4Eu69ZG3c6YditdGl2K1z+zf89Hg9SqRSOHTuGhx9+GKlUSoECOtBQKKRWZzLlk9vgyqnb7SIQCKDf76vPttttVKtVBAIBjI+PY3x8XK0OJfVJZ2gYhgIClUoFwN4Kzu/3I5lMIhaLKadM1sQwDITDYQQCAZTLZXg8HtRqNRV/bjabAICJiQlMTk6i0Wggn89jd3cXjUYDrVZrpKMb1XvAev2dtjOK7djP7oTq/zht1MrTbmW636ThNPGMunZO3/F4PAiHwwgGgwgGg4hGo4hGowiFQhgbG8M777yDSqUyBCY4fqnR4eQcCASwsLCAWq2GeDyORCKBdruNUqmE8fFxLC0tYWJiAtFoFMAwq0FdQ7fbBTB4tlqtFq5fv47d3V0UCgVomoZoNKqOVVZ2DYfDClwwdKJpGrrdLsLhMJLJJILBIEzTRLVaRbPZRKvVUkwFMMxE8HpZ/3cCsNZ7s59P2q9nxkFBjGv31jzJBEqfPb3/B00g8fvvwWi17v5B/RDZfQMSd/qAOSF+J6dvdRCBQACPPPIIXnrpJfj9flSrVezu7qJWq6HX6ykGYWpqCuvr64jFYkMTKldPxWIR1WoV3W4XpVJJObVisQiPx4PJyUnMzMxgcnLylmMieKDz5LZbrRYKhQJqtZo6l1arhStXrqDb7SKVSmF2dhaJREKxGUzF8/l8Q6u4Wq2m6GVS0ZxMpqam4PV60Ww2kc/nUa1WbYsLOTljeW2dJkInh219zwpG7Cjs+2UHOa+DHt9BVq/7fYf78/l8SCaTSKfTmJ+fx/Hjx9Fut5FIJNS9D4VCqFar6jsUP1KzQ+Fuv99Hq9XCuXPn1CROQDw7O4uXX34ZyWTylnspJ32pFwoGg5ienkYmk0G5XMa5c+fw/vvv4/Lly8jlcohGo0gkEiqLpF6vqwwlj8eDUCgEv9+PcDgMAKjVagCgQh/9fh/lchn1eh3tdnvo+9YQiBNLdJDxaH3d6f7YAWXr/XNZiftvxtIcdp47wAdNoHTsSSx8pQzz7XN3/bh+WOzQ9do46MNrF3e3+650Kn6/H8888ww+9alPoVwuY21tDcViEf1+H4lEApOTk4hEImpyLZVKyOfz6HQ66vt05HReZAe4b7/fj0wmg7m5OWQymSGBJule6eBkI69QKIRMJoNQKIROp6O+F4lEUK1WUSgUkM1mMTExgfn5ecTj8SHKOhgMotVqQdd1pNNpTE5OYnd3V6WKAgO9hdfrRalUQjKZxMzMDHq9HprNJlZWVlAqlW4pMiSvozS71E95n6z3a7+Q1mFeve3HpoxiLZzMjoZ32o8cx+l0GlNTU3jmmWewsLAAn8+H7e1tZLNZ7OzsYHt7G6VSCZ1ORwHcXq+HcDisxJHW0tUylTMajeKpp57CM888o1b+EvByG/w+WTJqI3q9HorFIjKZDE6ePImpqSk88sgjuHbtGt5++23cuHED6XRaCZLJrpElkRlM1Gj0ej1Uq1WEw2FMTEwMAXrJwFWr1aF0aCvrYHddpQ8ZFYra754fdJ+u3Xu78fkEgAN0YNUAXwO3gAjPQydQPZVC9FoVxnvn785BfoLtnmRt7EcXOq38aHbxc7t92H2ODsLj8WBmZgYvvPACCoUCrl+/jlarhUwmg2QyienpadTrdeTzebz77ru4du0a2u32UFqnTFHTNA3tdluVC/b5fIhEIohGo4hEIohEIkPaBv4djUbVsVJsRlEaKwaGw2GEQqEhOjoWi6mCVuvr69jc3MTJkycxOTmpNBidTgemORCumaaJWq2GcDismIpms4mrV6+i1WphYmJCUcbpdBoLCws4c+YMvvrVr2JnZ2cojdQ6ufF6O2VZWCdHuR1gAEBkRU+n+7ufRuBe2KhV5n7H5kSd7wek7MImwOC6JRIJTE9P48knn8SRI0dQr9fxzjvvoFgsolwuY2dnR+lgGo2Gyqjw+XyYn59HsVhEt9tFo9EAMBBYclzpuo6jR4/iF3/xF3HkyBHcuHEDjUZDAQemeBKkSO0EmQSOa0783Eev18OZM2fw/PPP43d+53dw/vx5lEolTE5OIhQKqXEPQD1TrVZLaS4AKEZFsinj4+PqWSyVSohEIigWi+r8nPQMBw25jfJd1vf2Y7Bcuz/W+czT6CT27kH6rIbx7+bQnYqhOj/QrsVXWuhFvFj9nBeGF6j//HNopXRk/sX3UPnS8/DXDGy+rMHzdALL2sMw33XZCml3DUjYoXs7BH+QicKOgZDbs/62fsfj8eDYsWP4zGc+g1qthpWVFTSbTSwsLGBqagqVSgXvv/8+Go0GyuUytre3b+kp0Ov14PP5EI/H0Wg0YJqmmowDgQDS6TQSicSQmJKrNgrLSOfKlRtZDtM0FUBh6IPOzePxIBaLod/vo1KpYGFhAYVCAe+++y7S6TQWFxcxNTWFcDistqXruvoOtxWLxfDEE0+gVCqhWCyiVCopgWetVkOz2cTDDz+MsbExrK+vo1AoKIGd7PdhmsPdSjnhWQGD9V7zs6MAyH4r/3tpduNK/m83fg8y8Yyi2a0xfn5G13XE43EsLy/j8ccfx+LiInK5HD766CNsbW2pTAduo9fr3XIs169fH8qy0DQN09PTiEQi0DQNR48exenTp+HxeFQKMQGfYRiKpavX62jdjCFTMGkNeXCs8xlqt9vY2trC3NwcvvSlL+G73/0uXn31VayuriISiSCVSiEcDitQw4wnFl0DgEQioRrg+f1+GIaBSqWidEIzMzPq/0qlgkqloq6J3UJj1BiTY9FpXNqF+qz39DCM4wfdujEPTO/gPqTPash8UEV3KoZ2ygdfffB6O+1H9Ow2gk/NoTFtoDGtIbRzUw+X0OAfRNjQD5lY+fk4jrynAe69VXbP6kgAB49V3q4zltu3bicQCODUqVN49tlnlRPs9/s4ceIE4vE4Lly4gGvXriGbzSIYDKpVPVPV/H6/WrnTuWcyGczOzmJ8fFyBArICsicGJ0w6W7IFmqYpypkFe2R6KI+fn5FsBnPuT548Cb/fj+3tbVQqFRSLRYyNjSEQCCjRnQzDtNtt1Go1BAIBJJNJZDIZNBoN5HI5bGxsoFKpqO1nMhlEIhFsb28rVqTT6QwJ9Nh0TAIe6/11CnmMApSj2Kd7baPGn/yMHXiyMmUHGfd2xpBaLBbD9PQ0Tpw4gXw+j2azia2tLVQqFVy7dg21Wm1Iq2DN0KCWhsBgYmICjz/+OKanp+Hz+dBqtRSrtbOzo8YOx3epVEKtVlPjr9frDZWAt/aVIZvHzCNmexQKBUxNTeGv/bW/hqmpKfzxH/+xyngyTVOlMVMnQSDe7XaRz+cRj8fV2Jb9aprNJjweDyKRiPodDAZRLBZRr9cBYOgZk5U2reG3Uff/IPfM6b679vGb5vOj9J8/icbUrc0WaQM2wkT6Aw2pS030on50o16Y0ld5ACMRQWTTRGti8Fo7bcJ4+QkAQOS1KwicOYV2xkA/YGLzb76A+T/YQf/S1bt5ep8Yu2tA4iBOeNR39ntIrX/bOep4PI7nnnsOJ06cwMbGBnK5HFKpFB599FH4/X6cO3cOH3zwAXK53FBjIa7mpqamMDs7i1gshm63i3K5jFqthpmZGYyPj6vaD3RG1Cnouq4m2nA4rFZs0tEy9kuKmOEIggdN01TNCLnC9Pv9AIBqtQqv14uFhQVks1nkcjnl7EOhEGZmZjA3NzeUjsr9AVAppqZpYmxsDK1WC8ViEb1eD9PT09B1HVNTU0rEJoEVVfOkrKXwzhrWGLVKswOZTqGEw2SjJggrILJj0pwAlx397vf7kU6nMTs7i8cffxyJRALvvvsudnZ2UKvVFHPA73PbZLfm5+dx+vRpxONxGIahQhnz8/OKZWLaJf/mGCEAqFQqSlBMEAlAhUNY34S6HqZLt1otJBIJhEIhlMtlNZZrtRrq9TqWl5fxN//m38SXv/xlvP766wrkZLNZxahRmCmLXjUaDaX1oWA6EAgowMzn6ejRoygWi6rqK8GU/OH4leNYAmPrfbHzM06A2ek91+7MzBfPoB/0wtPuQ/vuewCA3kuPIPcUAE3oH8wB86D3gFZaQ+IyYHg1BMsGujEfeiF70NEP++GvGYhf9qBy3IDhN5F/OIh+SEM/X0D6Yh9bL2owPUA/CGht5+ZzD5odqqZdwP46CruH2jpZMZb8wgsvYH5+HhsbG8hmswiHw5ibm0MwGESlUlHVH6VaPRKJwO/3Y3x8XIULgD2xWqfTQTQaVQ6TQjCWseZKjnUjCBD6/b4CAQCUEyOQkP076Mza7fZQKICsAuPW0WhUrfiy2SzK5bKa6K9fv45SqYQjR46g0+molNd4PD5En0ejUZimqViTarWKXC6ndBrMZJHCNynwbLVaKl5t13thv7ix3Qr/MK3knFaeP2hYbj/2RtM0VWL92LFjOHXqFCKRCDY3NwEMshmy2SyazSb8fr+6B9Qr9Ho9zM3N4eWXX1b/67qOTCaDYDCIra0t1YmWAJE1KCi+lY3jqEtgOWsyVbIEN8E49+XxeBCNRtFsNtXzEA6HcfToUUxMTCASieDKlSt48cUXMTY2hm9+85solUpq+6VSCb1eD5FIBJ1OB4lEQoUITdNUAIhFsPh8MTzS7XYRiURUGEYCCO7Djk2ylt6W98tufDoBClcf8fGYd2kRm5+fRW3ehOE3oXf9mI88jeA7K1h/PgjAgKe9dz8MD+Brmoj/zjto/cQZeJt9mLqGXtiDftDGHxkm9K4J6BqKJzzQ93oponzSRGD35sL0W1eQffoEACBxzUBvdU19zvPQCRiRAMw3z96di3DI7Z4CiYPS1nYPoBOFzM/zdZ/Ph7m5Obz00ksAgMuXL6uV0ZEjR5DNZvH6669jZmYGjz76KHw+H9555x0kEgnMzMyo0sBerxexWAwAVKoma0nIPgR00hSCcWKlI6UWgo5Uhj24sgegtBIyR7/ZbCpq1zQHhadyuRy8Xq9iGwzDQL1eRzKZRKVSwfb2ttpmu93GlStXcOrUKcRiMVXvgip7AOp8CATS6TQikYiaSCRNTkZDFtAiLU6BnROgkPfQ7v7bvXe/AcUoUDsK8DiBKSfq3LoNjsF0Oo2TJ0/ioYcegq7ruHbtGra2tpDNZrG2tqYyGBiOYEghGo3ioYcewuTkJLxerxJdejwe5HI5xZjxh/cuHo+r6pUM83Gb8jcAlSbN+hUyk4nPo9/vx+zsLEqlkgI8R44cwdLSEorFIj788EOsrKyg1+vh6NGjCAaDeOONN4aKYDGNlM+kLNNOQEAmj6JmAOh2u/D5fKouSzAYVGCL7J5VUCxNhjycetY4jU0JOuzur2sHM08ygd5DR3DlPwujF9ljHAyfiRuf8QJ/5gRMjwFPR8Ox/+EStHgMaHeQ/clFlJd1NP/y0zACQH3OA19Vx/K/2UBreQyd+PC0F9ppQa91cOUvpmAEnDM7+rt5LP/XbwIATGNvLHgeOoEr/4cMDA9wJPokApe20dvY/JivxuG2e6aRuB3K2vog8vuj9kNG4ejRo3j55ZfRarWwurqKbreL2dlZpNNpXL58Ge+//z6q1So2NjawubmJWCyGxcVFlWXB2C/jqfzb2hODKz8yAr1eT4EIrsgYI2Y1TK7aWNuBn+f70jnSacvVFAEDle5kP2KxmKJuk8mkYkx6vR52d3eRz+eRyWSGiv0Ae4WF6IyDwSB6vZ5a4dVqNTUBcXsER5KhYEEhKzshHbB01pIRGTWxHjYHbAcQrJOQ3dh1Mrvzo7A2mUzi9OnTePTRR9HtdnHp0iUUCgWsra0hl8uh2+2q2icEp5xQDcPA7OwsUqmUYhx472hkF7gNACqcIDMxGMawsneBQACxWAyxWExVspTF1jihFwoFLCwsIBgMqvDE2bNncfnyZZVBAgD5fB5jY2OYnZ3Fc889h0wmg/feew8XLlxAp9NRIIFjSqZc85oT5JKlkKDXes3JEkpdidXfyJClBIF2IHi/++raHdjsFK7+QgjAzetrigiGedNH9DVMvmFAi0VROTOJULaN8dd3ceWXxtBJAif+yTq6M2msfSaC8pNTCJR6Q7vQuya8a7vY/qlFGAGbcLwBzHx3rziVefNZ0bxeQB9MnzsvZdC/+d2Vn/Zj/muzCLhA4uOzUcDBKkZycsBWCtHJmYfDYTz++ON46KGHVPMqwzAwPz+PQCCAd999FysrK/D7/Zibm8PY2JiaMOmU+v2+ahdOR0inSXqV4CIUCinHzAmc/TZ4jCx/HQgEVIobewjItDqu7pm2x+wMhlKYBjcxMYFEInGLnoDaDArQksmk+q6mabhx4wYikQgymYwKxzCcwrAHJwICBjpuVsokAyPZCW6LPz6fD81mU01cUjsxSithvZeHWSNhHbf72Sj9g/V/Nnybnp7GyZMnMT09jVwup8JU6+vrqsgU7yGFhHJCZQ0TglYyZtT5aJo2JJjlsbRaLaU/4Hmy3wUBLe91OBxWlTV1XVc6HH7X6/VicnISGxsbqocHMAAMBJySuaJg8otf/CKOHTuGS5cuIRaL4eTJk3j11VexsrIyVHJbFnSTgFR2GSXQ5t+yO69kJSQYlOBaCqal7VfdctR9du3OLZDXsfjlEuqLUcTOZgEAvYk4mpNB1B6ZBAC0xvzQkz4c+9dZaL0+0OvDd30HS78VR/VkCt3YcAfcyEe7uPJXFxUQsNr0qyY833536DX9sVO4+qUUcPPWGt7h72582ovjb2ag+XwwJtODFy9dh3Ezg+iH0Q5FiexRMUa+7rTK0zQN8Xgczz77LObm5rC5uYl8Pg+v14sjR47A6/Xirbfews7ODqanpxV9yx4WwJ5ewU7HICvmyUqSBAJ0mgQLZANM01RAQ4YrrH/7fD6Ew2G10uf+CF5k6WEeGx2fTE/l8U1OTiKZTCrmgWWwz507hyNHjmBubk6BAB4DQQRNOmhqRJiCJ7MCrGEP/kghpnTGVmqf52IFlPzNfdyO475bdhCmYRTVPWqbBMLxeBxLS0t46KGHkEwmsba2hrW1NdRqNayuriqtAUMRduG/YDCoQnRkE6Seh9Ug+VmZ3dHpdFCpVBRYkQwEJ2gJnglAO50O6vW6GqPBYBDpdFqBnVKppJ6XhsWZSkaMY/nNN9/ExsYGDMNAJBLBr/7qr+I3fuM3cPnyZUxMTChdEsEBjSwZAFUpU+qOJIMkGUCZ3s3XydI4sWu3A3APGxj+pFovamL7xSQm3qrC1AfPmme3iubpCJoTg//DOybGXt0GAHRmU2iN+Ye2YVqeUa3VwfzX23uva0Bz3Ied5wB/WUf8vQ1UfvZZdKJ7As3SCaAfdL6nicuAWauj8vkz2HppsN3Me2eQ+jff+8EuwCG2+1oiWz6Qdk4RGKaP5Xc4iY2NjeFTn/oUIpEINjY2UK/XMTY2hnQ6jVKphPPnzyOXy2F5eVmVlqbDpwOjIwGgnCMwABIEEXIlz9Ucj0OuyCORiCrOI4+f9DPjz5xU6QiLxeLQBJFKpVQ7ZjIFVKPTiXP7FMBxpSgZB2o4WBui0+lgdnYWoVBIrdbkapb6DmooTNNUvRcqlcpQrQuZ/ieBBH9kqqj1vtr9b2UtDoMDtgM5dq/L+gxOYxoYBs+8jtFoFOl0GsePH8fp04N+ABcvXkQ2m1WNs9rtNkKhkJqQuQ3rvghoyWzxcwyxGYaBeDyuxJUcixzrZNUINuRETy0Nw3hk1/h+NBqF3+9XRddWVlZUd09gT+woK6JyvJMJrNVq2NzcVMCV+/jsZz+LarWKcrkMYK9CK6+hzLyQzyUZR/b4sIIrfofHJ8ExAYVVU2G9z07mshEfr/WDJirHTdTnotD6UfW6r65BH6y30E5qWP2FaXgbQOpSF/5KD1rfhKlr6CRune7qj02rgpd610DpuB+1ecBf0hBbNdFbWUX+z8+iPbZ334NZHYHS4N4aPqAXAvQe4GkCzSkDsRtd6JPj2HlWR2hHQz8IVJaB1N27NPfd7klBKqf3RonvnL7H37quY3Z2Fj/yIz+CWCyG69evo9vtIplMYmJiAtvb23jnnXdQrVYxMzODsbGxIfEUV1ucSFmdEhhWbdNJaZqmRGsyTU6GJpgiyRRMUr/cJidcaifo7Jlaxz4JdPo8BjIWBCtcbZF6trIWVPFT8d7tdlXTpFKppCYxpn/SQZL+7vf7aoUsqWrTNNFoNBSYocOVLaUlqGCYhL/lKnBUGOswO2AnYCH1AVZdkF04hBNzLBbD+Pg4HnroISwvL8MwDFy5cgWbm5uqOFq/31fpjXYZBfK6yeZwvLccS6ztEAwGVRiFkz7Zgnq9rhpm8X+WreZ2+v2+qsfCrA3ZVG57exvRaHQoTZRZFASqko3hWKaugfvjeVy+fBnf/e53h44hEokotoDHTE0Rz5MAgmPR5/OparQUN8uwhh1rIQHFqDCVHQi+nRCYawe3fsgcpHh+qKGV1jD/b6+gv5NV7xd/+QXkz5ioLXow9q4X3raJ5Gtr6Dwzd+u2/HsLAH+lC29jAFhmv92F/6tvQX/8IfQiexoNAFj4cmHv+9EAmpNBeBt9hN5ZxdW/cWzwhscDw2di8d/dQO3xWWy+5IH29CMw3/rw478gh8DuaR0Ju/dGrdrsXqcDXlpawmc/+1l0u12sra2h2+1iYmICfr8fZ8+excWLF9HpdBCLxTAxMaHAgN3qiM6Mokk6YynuIngg6GA4gys20rsUazabTTQaDcTjcaRSKVVzwrp6peNkSWMyFmQfYrGYEoJqmqaEZ1JVzjg5J3BOOpz8A4EAWq0WwuEwdnd3USwWoet7raY5WXAVyO/Jffh8PlXoKplMKlW8FJICt1LeMgRijUdbJ1rrmDgsjlgem/V4nFgK62esrzNFeW5uDidPnsTS0hL6/T7Onj2r+mZIIaRMu+S1lOBFhikajYaaWK0CSMkY1et1lEol9Xo8HsfExAQqlYoSW8bjcRSLRRQKBTWGWVWS50bNEBt2dbtdFAoFFRqs1Wqo1WpD/TrIjrAOBQXNhUJBhdUIiH0+H0KhEJ544gmcPXsW+XweyWQSfr8f9XodjUYDlUoFuVxOlZznNlnO2+v1quqzwWAQqVQKxWJRXU+GFiWAkGEfsie8jvsxE4dh3P4wW+Z9DWN/dAXZnz0GLRiAd3F+7713i2hOpGF4gfwZA6YOhDfHAQB6z4ThHX1vkhc1hM9tAYvz2H0sgX7IhLehYfHLDXh3a9DqTVRvghJvrQ9/pQfDpwMTaQTyGrz1Hox4GNPfNWHWb5ZqD5jYPRPD5PYseusbd+mq3D+7p5UtnV63Q/RWI8LXdR2Li4v47Gc/C9M0sb29jXa7jWQyiU6ng7Nnz+Lq1atqxX3kyBE18UpRIele6WTpKKg9kAwGj5GCMjpuTu4EIUwBlaEI2VxLnp81xBKLxYbYGrIaZEqowCd7YBgGgsEg4vG4Ss0kvSybNUWj0aHeC8BAWFer1VTNCzreeDyOWCym2oyz0mCj0VATAVeWMgVU1prgREGAYQcc5DVw0kB8Ep2xHWMhw1u0QCCgmlodPXoU3W4X586dw/Xr15HL5dBut2/JsrDuh6GrVCqlesWUy2XV/ptsmuxrwmeAzbjIGGmahkqloipCslIrJ2Y2c+OkK7cJ7NVL2dnZUfskY0a9jGEYCIVCihXh8TGkUqlUFMNArRGrWj733HOYnJxEs9nEzs4O1tbWVHMwMm9+vx+RSARzc3OKybt48aKqveH3+7G8vKzCSaZpqloVvE9kzqQIlQBOmp22yOn+u/bxW3NcAxJRlE6ZKD40O/ymCRz5chv+fBNX/1wC/YCJa18MYvpVE9563zbEQdNMYOrrW7jx5xbRmDVAGmL8HQP9oBfNh8fUZ/WuidCVHKqPTwEAascTmP16AdpmDts/fwKTrxbReuao+nzxERPlEws4+p/SP3T1Ju5Z1obd6/KBswMXcjXF34lEAi+99BL6/T42NzdhmoOeF7qu4zvf+Y6qs+Dz+bCwsIBkMjkkvJLpjLIOAvdNWpVaA0l7Mn2N1DBX6qRkyVjIyoAs2cttkMHgOVFsyTx8Xgeu8uhsyVxwZUcnzZbSmUxGaSwY35aFeUhhk+Zlq3Kmk/J6sI8I4+g8bqlz4IqWlDWzPHi9JCVMMGGNL/P85T23S7P7JDrjUXof3ttkMomlpSUsLS0BAN5//31cuHABhUJBsWMEC5zoeP10fdARdnp6GvPz85iYmMDU1BS2t7dx7tw5Vco6Ho+rsUfAwElepoXy+eCkzTFNdoO6BLl/ybA1m02Uy+Wh8+Z2q9WqytgIh8MqxCYzQzqdDnK5HAqFAjRNU58hC8iskHw+r1Kdi8WienbHxsZUpgor1zLsMTU1hT/5kz9Rqa75fF6F+KrVKhKJhNJhWMECn0frAoDn7RSaO2yM2ifB9GAQtc+dQfj/9331mnl1Faf+l8HYyb0yg/yZwXX11jXMfrsKFMsYe2cSuaeByJqOua/sor6cRGSlDK3RglmtQeslMPEBkPioivpCFL2Ix3b/ANBO+ZE6X4VZrWP+j/Pq9fLDKWgG0It4EN5owJurwPR5sfUTk8g+PYdOwoDW0+BtAsuXDJgz44jf6KG5GMP2c96bmao3mXC/icJDUaTevHX/mtcLPZPee6HXQz9fuPWDh9DuqkYCcI4Xy/f4txU0yN+cBJ955hlMT0/j2rVrakXu8XjwzjvvIJ/PIxwOo9/vY3p6WqXAyewMrqjoOBiqYKYEJ8hSqaRW6Zwg+TcZC1nfPxaLDWVesGAPq/DxPGS4gBNFJpMZqggo2RPZ24CMCJ0rQyyVSkVtk3S4dTIH9ir+sa/C2NgY5ufnEY3uCZfC4bAqhEWqt1wuK2aD4IIsBkM6EnzRGIvmOcveHPKeW+PKn2SzAz+SkSB4m5ubw4kTJ9But/HRRx/h/PnzyOfz8Pl8yGQyqvKqDAcAg5X/1NQU0uk0Pve5zyktA6/97u4u6vU6vF4vlpeXUalUFBBgXQiySwTEhmGobA0+I9TiSDaB50FQyDHKPhgyFVXqGUKhkNJQsAqmXNE3m01MTEwoJi8ajarwmtwWmQEKngHg6NGjOHnyJDKZjGLIWGI7FAphYmIC6XQa165dAwAVtqHOo1wuIxAIIBwO3xKu4H4lS2jnz/h5J2Dh2v5m9g2EdlpDrxmtFoyVVQBAOh2FtzUoENgLAJe/FEHmg5OoT2vwl4H6nIHccxl42ybCPg/ay2MIrHkR3tbgq/fRmhxkn40Kaxg+DY25MDC3NPS6p2PAX+7B0+yhdDKKymdj6CQNAAagAfGrOkK7BkwNWP2ZMcx+u45gtontF+PoxoYXT3pXQ/JK03b/1T/7FLZf2Ds+b0PDzKs9eFp9eL71zoGu4/2y+9Jrw8nZylACsFfUhu8fOXIEp0+fRjabVat/0zTx3nvvYX19XXXfpC6CJgFEs9lU+/J4PKo4FPcVjUYRDoeVKp1MQygUUi2L6dSkQJErQEnz00kyrZRsgDxf6bTp1Mk4kO7lxE7wQDai3W4jlUqpOLGVPZGTOq8VMzpSqRSmpqZUfQtgj8JlaISrRgIjnitj8NR+UJMhnSlX1bJYEffBFbb13h9kDB0GswvPyPecjOG26elpnDlzBqFQCG+++SZWV1fVanx2dlYVi+J14v6i0SiWlpbwyiuvoFAooNFoYHJyUulw8vm8qjeRzWZVf5lgMIhTp06h1+vhxo0b6n7wvnIMBAIBtTqnxoKvSyaDYRbrRMqiV1LMHI/HlS5BinB5PpFIBJVKRQEIqb2gVkJW0WT4Q9d1nDp1CsePH1fpztwnATBDHwTiY2NjSmDabrdVnQ5W3YxEIqjX60MA3HqfraBQXofDOl4/CWZ2O9Bee9/5/bfPIfb24G/P5ATyZ5aRP2Ni7B2gk9DQSQCFx0x4mhoak0kkr/TQP5ZG4tpeSNDTltUxNZVCOrQfB/DnyzWw+2wKhUfMQfwDAMzBZD/5/eogVKFpKPy3z2PtJyLwtAcZHFbz1jTb8+z9+FPYeVbf2zaAXsTEjc94oPW8mA88Df9X33K8Pvfb7ln6p3zY7GLGgLNqX9M0jI+P48d//McBDFLCWCBqZ2dHFZriqmlmZmZIzMX9c0Lm9lnWGoASWVKkyLSxUCg01JyK+2E2BPsScPvWKpU0KtsZ6iDzII+PIIXHQ4es67py7Iw5EyywZgaPmfHsSCQyJJrsdruo1+vQNE05dlbP7PV6iq3gvrkaZR0KTdPU+VKM6vF4FHjiRCMzOQi2eH7yfhIQOY0BGda6n7bfBLHfMcr3fT4fJiYmcPr0aUxNTWFrawu5XA75fB7dbhfj4+Oqb4q8PqZpIhKJ4NFHH8WLL76IkydP4uzZs9jc3MSxY8fg8/mwsbGBXq+HUCiETCaDWq2Ga9eu4fr163jyySdx/fp1pFKpoTFJAM1xzs6wkoGQ14BiSOoSWKiMbKE0jjupN6J5PB5MT09jcnIS29vbqjEXy3VT95PP5xWAJni9evUqer0eUqkUnnjiCUxOTiqWxTrGdF1XKbQsgZ9OpxVDwv4dlUpF9S1heMdOzyRZFBc43H3zpFLQIuE9ceLzj8GbrcDI5RHe0tGYudldOW/AV9NQXdTQSRqoz5lIXzDhafcdt62X+mhNBByBg535qwZUFSoAekfD0j96B+ZNdgymicxZE+VlDcGCifD2rdse/5NV9GzGjfcb7yC59DyKDw+/HszqiGya8FW7t3znMNk9S/+0UtjWz0rjA0vz+Xx47rnnEI/HVa+AWCyG3d1dXLp0CZq2V5thfHxc5YxzkmaMNRAIwOfzqZU1wUKr1Rqq/SBXbIxns/cE9QpsSEQAwUlZ6gTotDnJy5oUEkxJ+lo6b9aFIGUsBWB+vx/Hjx9HNptVbAwwqBxIdoLAAtgriaxpg66m/HytVkMqlRoCNExJ5aqXK1KWzyZFzVTQUCh0y/3nSpb3UYY0CIqsY0HSxocBRAD7K/Kt92zU5JJIJDA1NYWpqSnU63VsbW2h0Wig2WwiGo1iYmJCZRnIGiehUAgnT55Uqc6XLl1CuVxGoVDAzs4OkskkQqGQCsexDfzW1paanAOBAGq1mhp/rKFAMEFNjKTyZXVSHg8/I9N5ee4ErJyEGZojC0ZQYBgGyuUytra28NWvfhXT09P4M3/mz2BzcxPJZBJTU1MqcymbzSISiSAajeLs2bPY2dmBx+PB7OysAsbj4+NYXV0dGj8+nw/1eh3nz59XwIM1NliMjuOabAlDPjI0COxpQuRzavVtToJh1+yt8qXn0UrpmPnjDfRuhi/0YBDw+ZD90iMwvBp6YWD8gw58N4HE+qejML1RLP3rHtIXemjM6Kgc1ZC6YGLs+7swPGPohTSY3sFKHtjTQ2gGoHX3nttjv1kGEFBZHH2/Br0/aN5lx1S0Z6JIvrmF7FN7wk69C8AiOo795uvQfuE5JL55Bf3dPKzWs/yvB4PI/dITGHu3ionv5FA6NQaTh20C6Yv9Id3IYbW7GtqwEygBzlSwna5C0zTVuGh3dxetVkuFKM6dO4dKpYJEIgFN01ROPh0Wv18sFhGJRFQcmZMlqWZmfFgpeNKj1ErQOdKxcgXHjAlgrxomJ3ICi0gkotqJM5xCR8jOm9bVvGRGJBVNXcjp06dx5MgRNBoNFAoF1Go1VUeiWq2i2WwiFoupGHiz2VQ0OB1qqVRSoRI6xE6ng2q1ilqtpmLNTKVjbYxwOKyEnARtZHN43Zlt4gQKpCbELlTwSVvxOYVnZEiDDdQuX76M8+fPY3NzE5qmYXJyEu12W3W/5Hf9fj9Onz6Nz3/+80MiWYbSuKIulUoKIHAMcEy2Wi1V8IngkmOJ9SAAqCwmCQQoyDTNQQ2RarUKj8eDRCKBTCaDWCyGbrerjoFMmWT6GA6TfVpkFki73carr76KbDaLX/iFX4BpDrKxAGBubg6lUgm7u7t4++23YRgGFhYWsLi4iFAopNqokynkM1Sr1XD27FlUKhWMj48jmUxiZmYG8XgcpVJJsY8M7YyPj2NtbW3o/PkMMyNFantk1oo1zEFzWQt7887NonRCRydpoDk5i8V/eAN6KISrf/8MTP1myWlS/B/sfe/Ib27g4q9N46Nfm1fvdxIGOlENtZMpjL1TweRXisj+5CIKjw1fd19Fx/K/3et/0VzOAACiZ7dx/UtzePjzH+Ht6wuY+Z3hSpi0bsSDYLWGo3/v7aHX2XtDWvR33kLfcGZDaJ5MGhu/dAq1BQOlEzEc+SM/Ytd1VI4O5qBAUUf49w8/iADuQdaGDGfsF0u0PpC6PijR/Oijj6qeD5zIr127htXVVeUcAWBqakpN/sBg1d5sNhEMBlVmB6l8rvbpPJnHTkfI/csyzzIHn47G7/cjEAioFDZgr4iUpEMp4iwWi2qVyPMlNZtIJFRVQmAvX53HKJX3pmniwoULmJmZwVNPPYXz58+jWCzC4/EoGpidIEulEur1OiKRiFqZcWXKiYCrRh4n2ROCKApROUkBA2EmezHQkTP0IfUtkqLnteWP7JXwSROr7cdESC1ONBrFsWPHMDs7i/X1dbz11lvY2tpCr9fD+Pg4QqEQdnd3byl/PTc3h09/+tOYmppSq2tmVcRiMRQKBRV+orFuAwsz5fN5lU4pSz7Luij5fF7VbiAbIVkJ3juWYZepydRChEIhVUALgAIOLJne7/cRjUZVJ1xd1/HMM8+gVCrh8uXLQ23SWVjO4/HgrbfewltvvYVKpYLp6WksLS0hlRrUCSRISSQSKvTW6XSQzWaxsrKizimVSqkiVgQvZP0IFGZmZhRDJOvL8Nx5beRY5sLDDki4IOJW84xlcP2XFm+KFQfFpfJ/6XlAH3T1NHXn7xo7ORz9TymYGlA8HULxIRPRVR3RrS76AR31I1F4psLw100kL1rC430TlTODfhyhbBuB3SZW/nwY2k9M4/knLiDg6eFHj13B2788h1opjPE/8SNU6A0VrOqdWoDW7cNz6Qb6facQwwABAABJREFU5QrgdH8PACL0YBAbf/EUaos3mVmvic0fCWL2Ww00pkPohQdFtw6yrcNgd10j4UT92ukg5GTC95eWltSqhNkG29vbuHTpkkqD6/V6mJiYUFQlJ24WWpqfn1cxXLlqYdVJWXiG4IHKbmY5MMWR4IE9KFhPQSrgWWKY7AHLRXNCp6OSfSzq9TpqtRpmZ2dVW2Yeq2maigmgQ+v1etjZ2UGpVMKZM2fQ6XRuSTUlhVwoFFSlymg0qs5PqtcpamMef6vVUlULCSz4GZ43AZlMEyXYATDEyFh1MVYwwWt/mGji/VaUVmDspPuJxWJYXl7G/Pw8isUi3n77bdXBMxQKIRKJoFqtolKpDIlWo9EofvZnfxavvPIKvvOd76h0XwLMeDyOarU6dDwEfQBUFcdsNosTJ04gnU6r4m2yGZzsj0IwzPFMgM2CZtPT02os+Xw+xahomobl5WWcOnUK3/3ud5HP51WKNENiHON8LsLhsALO3W4Xi4uLqNVq6njq9TouXryI1157Dc1mE4uLizh+/LgSPctKrJlMRtW9KJVKuHr1KkxzUN6dC4ZSqaRSYsm28ZlleI5sIkEGx7i8xvyR90pqnCSz6dqwaaEQWhPDLcGLjxzsu0ajAe2778E7lkH5p08AAIJ5E/5yF82JwZjvB3XoXRPhrAlfvQ9P46Zg2aujnfJB75nw7pRx4W+NY2o6j+21NN7dnMPz89cBAE9NrQNTwNlXH4G/2EFzMqj2z33oEyehmSYib99Ab3vnjq5D7peeUCCC5m0A+qvvIfLoCyifAELZTw4Qvee9NpxWmVYAQcr/pZdeAgAV0uh2u1hfX1fCRtMcVG5Mp9NDIjFd1xWlywmYk3yn00E8HgcAxSbQccgKjWQ0qCpPp/dyfMlUcIUTDAbRbDZV3jwBTSKRQCQSUWmcUmsAQAk4dV1HuVzGjRs3cOzYsaGywbLdOD/LjBCKJ6PRqPo/GAwimUyiWCxia2tLhW9isZjKsJCFo0hxM9TBkt0EQUzvlJS3FFJSoCaBBO+BtbcJKXcKTiXIsFYfHTVeDoMdRMvh9XoxNTWFpaUlRCIRvPfee0qsCOw1mmJhJE5KXq8XJ06cwKOPPoqtrS2Uy2UVqyclT/ZCZiVx/Hu9XsRiMUSjUWxubsLr9WJubg6rq6vq2CSbJxm2aDSKWCymQlP1eh2FQkGlPzPDgjUneN8LhQKee+45GIaBr33ta0Pt6gm4ZdaPLLBWLpeHQjq9Xg+5XA7vvfceSqUS5ufnceTIEXVckjlkCCcajeLSpUtYXV1VLMz09LQKKRJ0ESTxGDhGGe7L5/MoFApD11vqPKy/JfiwY9Zc27PCy7eWqR5lu4/4ER5/HgDgrxkI/f4bg/LTNztu1uY1tFNh9IOA1gemv1NFcyaE6EdFtOYT6CZ8CHz5TXinJtF+8Qj8lS46cynMHNlFqR5CcNOHlglg/tZ9629fRGx+Bo0TY+gH9pgJw6cB0NA9Og19egz6ja3bqvfgOXkM9VltKEMDANopE/ojpzD1788h+exxBL53EZ8UOHpPKls6rdicnDAnIbZS3t7eRqfTQTgcxvr6Ora2thTl3+l0MDc3p7oiAlBOVtd1pFKpISrS6/Wq6n1SQAXsgQoKyrj656paOi7Gjkn3Ms2RoksCCToqOiuGVGTcVeopVlZW0Ol0sLS0pLZJ5oCCTzp09kcoFAqYnp5WgjOe4/r6Orxer6LOOTHwnHju0WhUTVbb29tq1UjxnLx3jUZDfZ/vE1TxGsp7KEEFgZrMMpFKeP7tpKE5TGYFEU7jOh6PY2ZmBouLi8jn87h06ZLKvOHkXygU1Oqa1zkWi+HHfuzHkMlk8N577ykmguCW10nui+wSAQJFmrquY3NzE8ViUY0lToCSNeAzw/FP7Y+maQpYsh/MysrKUE+Yfr+PYrGIzc1NfOYzn0E4HMbXv/51tfJnyjRBtwytUGskC8ORceh0OhgfH8f8/DzS6bSqUksAwvPY2dlBOp3GhQsXkMvlVHl5spQsikXwQF0VQ5j9fl+FAqWGxAomeK58n8BN6nycNBMPurW+8CxyT93ed+rzBuo3J/lgzou537dsc9xAa1D9GnpXg3e3CnM2jJVfGEcvYiKY15DWnsX28x6Mv2tA6xgoPhLGo8kckARgKYopzWy30b+ygsBYDP3QrVOl4ddh+APQQ/PQXi8fKAyx+6svoHoE6AdvhQi9qInWXAz+Dyvwff3tTwyIAO4ikLBOCnZKZ6vJz0YiEZw5cwa1Wg27u7sABiwAOyFSNEmHQSfFIjIUHpKypIiRqzmaLI9Lx8CS0ACUjgDA0EqEzozMgZxMea7WTp10RHRccr8yffPq1avo9/tYXFxUNC+BSKPRUCsq7vPKlSsq80LWt2B6JlkMTuiyVbp0pqybwZVpIpGA3+9XdQUY5jEMQ00GvJ68/pLdkVoTTibyXPm6vBaHKbVuv7AG4AyOef8zmYwq037x4kVV/4NjnMJYmcWiaRrm5+dx6tQplEolNRnLMAE/J7UoZNx4P8guzM/PwzRNXLp0SR2rz+dTWgsyIbxv3KY8JoJijn8yT9wXgUixWEQoFMLnPvc56LqOb33rWzAMQ2lx+HxRw0OWbWFhYUgrw2qXZHQmJiYUsOa4l0C81Wrhxo0bSmRMDUcoFFLPlXw+qOuRrBgBgx2glSELjmP5Xet4kUDvMIzlw2C9oDZSA3Hbxstqsx7tRU0YPhOAhn5Q22u8dSf2+gdo/9nnEL1aRvVEAvHvrAw1Cbsd64U1WxDxSbe7BiSsCB1wBg92ceWjR4/iyJEjKBQK6Ha7Kt0zm80OfW9sbGwoa4LZFaR2Zc2Ger2uiixJ0MFVfKfTUSCCmRESeMh6Dtw/V9dsqiTpfzpcNtqSLAdTNKlr4CRKEJDL5VRYhDFqir1qtZqiawGgWq2iWq0qJ6lpg74J1C8wbMCyxwRU3CYBDjM8uH1qNSQjQ50HAJUFQ3aG14hMDTNP5KTHyYfXjdoLgg7rGJET5WEypxWnPIdEIoGTJ09idnYWr732Gi5fvgzTNBUbQY0Mw0fcltfrxfHjx+H1elEsFhUD4fF4kEwmVaMtOQ7ZgpuMAzObPB4PMpnMULdaglc5Vq0l2q0UPhkCsn4EkwBU2I6iXdazeP7553H+/HkVJuD4A6BKzRPQzM7OKtDJ8Up909TUFMLhsBor1EXIiT2RSCCXy2F8fFxpMPi8hMNhdDodjI2NqXoRLHLFZ1hW/WSIMplMqjErQ6YEEtK3SEDushE3Tfeg9Befxdg3bqA/lULuCR17s//tWztlYu2/fhHeBnDqf7wOMxpG9uVxdOIa6vM2k7M5aO3dDe/t1wh6kP6wgVevHcVLy1cPdhqPncL6F/r4f//o72HWU8bf+Ot/HeHXuugXi3d8Lj9sdtfrSFjpX/m//Ix86Hw+Hx599FF4vV7VWAoAVlZW1CTG1X46nb6lJgGFkSx7S9qcZZ1JTXISlHoB5twzhkoxFrtj0knRKJRkloZM06ST4aQZCoWUWpyOng23ms2maqTEsA23z+3I8tsModCZEgR5PB60Wi3Vk4DULAEDJzI6cFLqsh5Er9dDuVxWVDjDMel0Wq1ig8GgKuzDcymVSuocrI7eCUjImgQyvMH7eVidsZ2mR45vj8eDsbExpNNplMtlrK2tqWvDcuwMGUjlv2EYSKfTOHbsGIrFIra3t4e2W6vVVAome7wkEgk1NqmR4RjncXHiZOoj74VkKGTFSrkQkPR+o9FQPWD4ObYbTyaTaiI3TRPr6+sKwJIhIRsmU6T5rHBcsOR7t9vF3NzckJaDrIhkAjgWg8EgZmdnFUBtNBpK9Mmy93wW+EyxrwcABa5Zr4aiZBqvGY/VGrLZL4vjQbTiKWD38ZuxCe0Huxam10Q7Y8L06OhtbEILBDAWC2Ln+fjeZ+oNRK+WoT03yOqZer2Ky1+K7L2vafA0Oui1w477OZefQvpcQ/3/M7/5Hfxxkh07A2gnPGj+1Ckk/+33fqDzsZqvoiO0sotPRp7GsN2TEtl2oGLUZ5LJJObn51Xtg3A4jO3tbezu7g6teqjGlg8vVyykjTk5dTodRQlLOp0rK9M0VYoknSqdJelOrtqkQAuAoqpl2huwF06h80qn06hUKipdjywF2QyGD5jXTsdEupnnAuw5PcbTT5w4ocSoV65cQTwex/b29pBmAYAKOfCacWKJx+NK40EnyfoAZFDYEZRUMZ06ALWKIyjgRLYfmODr0vHKFNHDLLa0mjxWCoAzmYyagMkskQFoNptqPPF+eDweLCwsYHx8HPl8XrEXXDlz7Mg4fSAQUAxULBZTTbuCweBQa2wC72AwqMJYXEETLALDWUzAXllzVrZkTRQCBooYmeVDYeP3vve9IZaObBXPp9/vIxwOq+2wxb1pmjh+/Lgqdc9xyfMl+OSzy9blfr8fExMT0DQN6+vrKvWUoSOym6zb0mw2VZosnz9gwPBZw0a8v9YwnWQs+JnDDIDvpXmikUHY4WN+hLtRE82feRbRP72M/lsfAs+/CGBQf+LGf3EMmgkY3pttFhodnPiXXXQmI2gnB9NdczaKiW948db5R/H0F2/twpnbSSD1Pedy1J/+26/h3f/i4dvWMJgvnEFj0n5cTL9qIvH2OqpnplD8mcH5zP+bK3ccQrnXdtebdsn/nahrubrTtEG/AVbmq1QqmJiYwNbWlspKCIVCKtzBcIHMKggEAohEImp/sj4EJ1JgsLqh82w2m6pWAgClDJfiy06no5w598X9k/Lldvl9yV4Ae2mZBABcLbLQELuBEuzwN1f90mF5vV4kEgmk02mVJ18qlZBOp1EqlVAul5FOp5UjJivDGDGrVhLs8DpRF+L3+1U6HlkZqcGoVqsqzVV2JmV4STbs4r2waiQkxc6xIEMdh9ns2DYZ1mC9hY8++kg1PuMYZLVUTmJkI3w+H+bmBsp2CgSltoVhJKmD2N7ehqZpQ7UUyKjJHhoEgQyvMZwi2SEZ7pPPLPdHEMPxIL87NjammrhVKhXVyRTYK/luDTUyy4nbJ6tFJmNmZkb1IeFzJnU3y8vL6HQ6KJfL6rqGw2Hs7u4qUFur1dSzzu9x0cBx3mg0UCqVcOPGDQXKms0mxsbGbH2WZGmkVsKOYX1QrfvYMqKrQPnkx7td02ti4xUd3mdO4cjfex3pC20ECwPWupUCKkcNZN7X4OmaKJ5JwdcwsPuwFwtfKaObCKIf0BHK92A3/XUND5Jv2Relov33kx/g134jgG/89ouY+x/fsC1KZWfduA9G4NZx4S/riH+YRfmpaWz9iAZoBsKbOtA53GWxpd2T9E+r6NLqgKUxXkpHRcfIZj1er1dRujKtExg84KTtJeUsS0vbhVbIPhBEyFWxnPRkQRo6aToTYK+Kn7Vxl1SYAxhaqdNJs6ohAFXlUq7mJNXMFdnCwgKi0Sh2dnZw7do1NbGw3C9z6yVY4/nxmCORiDp2xsEZWqHqnemfUlvB82BFRSnE7Pf7CIVCavKQIM8a2rALb0iz/n+vzUnDM2rCoJaBRZPW19cVYCTAYtaMDOMAA5p+fn5ABUsAHI/Hh3QokpkyDEPpAOR3mKnD+8VtclxJkAlAFYziveBnuX1+X9P2Gm6xxkq320U8HsexY8cQi8WwsrIyVKqe2wOg9By5XA65XA4A8Pjjj2NyclKFI3gtNjc3ldZIHj/9gAynEbRMTU0hlUopISeNfWnIPhSLRfWsUOfBTJJut4tarYZQKKS640rfIcMcUhchP/eggwn91fcwWTqF8snkx7/xm0yHJxaD/sYl+AHAMIDji2hMJ5D53Q9hVKvI/+UXUDrhRS9kopMKwvTq8HQMmPoAaKzXkwh4ehgP1gAAhqlh+rcv7xte+F9m3sS3/qu38f/4n5+1BxKaBv3muOk+dRy5M0F044DeNqHddGmmDhgBE32/iY3PTaA+Zyj2JrHSR//mfKCHw4OU13rj0BaouuuhDblKs4snW51xKBTCzMwMDGOQWz41NaUEZ1xJ0VGStpfiMABDQkS+xgp2cmJijQamlrLGgjXeTBpWaitCoZACCXTGzWYTyWRyKCuEtSNSqRSq1apSq/v9flVgi2CCqxtOEqSCe2KgcuW2vLyMH//xH8ef/umfqoqIvBYM+0gGgGp/nh8nNOsErmmDqpyMZ0ciEZTLZUWXy5AQmRIeK9kOpiEyL5+AykoJSzDBCcJu/Nwvs45X62vyN800TcWIJZNJVKtVbG9vK9DL9wmU5bgFoBpWVatVdS89Hg/C4TBqtYGz4/UDBqwF27szw4M9JajJIZCg4BGAEjNSK8O+KePj46owFRkEK+Dj9qUeg8YKlyxgRVZPMhkUNK6srGB7exsLCwuqHTozXfissRkXAZK1dLwEVwSq4XAYR44cwe7u7lBIbX19Hfl8XrE6ZBb5HDPTSYpgea+kXoSMjZ3oUoY1HnRmwnPyGCqnEndt+72QiUt//yH1v9bXcPQ3Kzjy99+AcXPCrc1p6MYHz9eNz/ngaWo4+m920FpKI/hbb0P7TxqKf/YpjP/N8wAAXTOR+6ljGH89if6FyyP3/3f+0a8i1RrWSZgvnIHp0dDO+LH58s3QmAaY+uAYjvxhF4EbBWC3gMLnTyP39KC6Z21xeJxsv6Dh5Osz6K1vYP2vPo7mlIGZVw2Efu+NO79gd9HuSdOuUXoJ+ZBq2qAK4NjYmJq0wuEwzp8/P5SOSVqfwEDGMykElKt/AIpNoI6A/SxkkyGrxoHaBKbssZ04RYlcBdG50klzW3R24+PjSKVSWF1dVT0H2KCJTjaZTCKRSCCfzw/pL6SQlCAiFovhp37qp6DruioDzPx3XhuGSaSwrNFoKGDCTBKGNUixc5+y5oMsR0zgwdh8PB5XavxKpYJqtapAjax+Kelfa3hDTlJSBc9rICeq+21WAGwdz6ZpKjAQCoWwtraGcrkMAGrikgI/GVPndphVwImX442gl2OB10uGz2R4rlarDRW+ohaGwl4WVJPiz/feew8ejwfj4+NqXDCDqdvtqtbb7733Hp588kkVvjMMA1tbWyoUKJ8/Cea5CKBoNJPJ4OjRo+o4pG6D44eggufH6p0+n089l/QBZECorZBA79ixY+j3+6p1OI8pHA6rxQLHK5me6elpNJtNVRCM90yOY+lDJHt4GMDw/bT8c+PYffwuAikNew2uAJgeEzsvJjDx3h4w13uD+hI0ww+Un5hA9LdeH3zHwCAE0g7Dq/cR87XxyK9+iLOeR5C5cBma1wufZu9/9J44N02DHgjg2ufDMPzsF7L3tq+qYfF/q6GTvvncB4MoPKJBM26WBTcBvXfTh2iD8I3atDFgL7af9eDoV4Iw2m378ty6B5rHA7Pfv+fMxYGAhKZpxwH83wA8BEB5LdM0l/f53oFf50M/PT2NeDyO69evqxVIPp9XkxNXC3KyofNQJyXCDcxmADA0STEMwvAFsxl4LKSFGZMFBkwHc9klRUxxZqPRUI5JKsHL5TIqlYoSkp0+fRonT57EG2+8oVZGjAdTYyCLE3HVQ1tcXITf78fv/u7vAhiAJxbTko6cjbUoKJOiPjpjWcuAK1ROLCyaFQgEMDY2NkQrs+hVPB5XkxABRbFYVOWQSeNLCpjgQZbg5urSCWQeNrOCY2mxWEwxUzs7O2qS5L0dGxtTnSYlKNH1QVfbWCyGbDarJiVqaPr9QedZ2deEJaYJMmSKJbUGMsU3m82qEAPTLyk6jEajWFxcxMrKCs6ePYtYLIZ6vY7l5WV8+OGHSKVS2NnZQa1Ww8bGBgzDwMMPP6yynMrlMr75zW+qqrHcj6xNwRLWuVwOs7OzOH369NBkLDNHWBLc4/EoMMVy9BSSSmaHYJ6C1Xq9PpQlFQwG8eijj+Ls2bPqWWVVWIaAstmsGodkc/g8SebIGqqTwM+JrXrQLPUf30Hx9JPoB+8dK1NdNjD2I2egv/oeAGDh//n2rR/q94eSUEN/8Dba/3sQhZ94GLG/e2GwnSNA9PPPYP1TXnwm8i0A0ZH71R87hSt/PonQjobZf/oOVv7uk4oJAYDl/7ALrVjBxo8dRfvTU9C7wNH//kNkv/QISqdNaCZw4h+vAT4vzKAfH/3lvSrK8//rVVz8O0voB01c+b8+genX+gj9wZtDYEKPxZD90iOoHAWSF4Gx//AuDBHSvNt2UEbiXwH4BwD+XwA+DeC/BDAywV9OCKMeKPkZXddV+hbDC8wW4ITKlE3Gl+kkOLlzdQRAqeT5mqZpKpzAlbms0kj6XdLxckXHvh58jat9Hh+3r2kDQSjrA8hKhhSDMWzAlZBpmojH45ienlarTVnDQh5bsVjEb/7mbyKbzSr6lSwGU/tM01TXjteCx01amo6UExyrVhJcyLoDTA9lKW2GMiR7Iye4Xq+n6nbIa8yJU5ZWJmCU9SgO82rOKQOJY5givkajocCjHK/WrAiONbIZvK4ECtFoVAkGyRaxoBLbgxN4kmmjvohgzePxqIwhWTae6dSsAGkYBqamphTD1Ol0sLGxAdM0sbm5qTKKotGo0sikUikVEltdXcU3vvENtFqtodAJWTJgT0R68uRJBXYlcyFZRIZRrBkUZCxrtZpi+QiWGo2GKrkt9QtkWp5//nlsb2+rY+MzwwyPnZ0d5We2traGwLVkJayCYbkvqybpQTSz2/tBykbc2T51YOe5MFLJZxH8o7cHxwCMXqEbfRj1OmLvbOLbF0/glVOX8OJPfAj8BLAE2Yx8YCvdGn76H/8dzL+5s6el0DQYPhNT32/C6HRVpuvcNwz4qj0Un8igNjuO5uRNhtkD7P7CI2hOalj8cgd6z0RncQztMT+ilwcM5tZPLcDbWoDhA4ABw2H4TWy94MHRr/hhCoG/NjeF0unBTguPARNfH4Oxtv6DXMrbsoMCiZBpmn+iaZpmmuYqgH+oadrbAP6+0xdGTQB2qznTHJSCnp+fV6uMQCCAfD6vHChXBqFQCOVyWa2+ZfqVVKXL1spc8XIb0skRAPR6PZUeRxBCxoFCRDprZnHQoTMezP21Wi3k83mVPjk7O4v5+Xk1ge7s7CCTySAajaqYcbPZRDQaVU5fhhdYF6LRaODixYsqu4N0LB05JyqyKVyRAVCVPjk5Sc1IKBQaKnwEQDEPBGkSSBHY0HlKap4/3W4XpVJpKEwht0vj/ZZjgavx+y22tJoTOOYY5FjIZDJot9uoVCpqYuR9MQwDmUwGN27cGKqsKuPrnNjZjG53d1cBPmYPsVokQVg0GkU4HEaxWFSAgfeMWh2Ka6k/IEBkemqj0VC1VKanp1EsFnH27FmEw2FMTk6i1WqpipOhUEhN5F6vV9WQ+PDDD9UzQ7DYaDRw5coV7OwMmhxR10FGENirHEvQRRBEhlHqJrrd7pA4khO8x+PB5uamEkPL7Cr+PTY2hkQiodgd2ctmfHwcuVxOZSWR1aHuiuwb75lVJ2F9FuzGimt31+pzBhrTOvQXnwUABEoa5v/FhX0LSPXW1pH8/jy+G1zCjxxZsf3MVxoB/N+v/Sxm/qfv27YKv/75EPD5Z2EEbur1Lu4CXg8qR8agd4Ho6h4gbo0Nwhj9kAeGYcLw3XwO/F5EV3X0g0D/Jv8fKGpop42b75vY+T8+helv7g50HKYJrdGCr6IrFqQ7l4F2CIFEW9M0HcBlTdP+OoAN7MP12GVn7MdMkCrnCp6aAVm1kiJHUo/xeHwohs6JlZR5JBJRq6F+v696chAQMCQAQOXGy5xyOgjGbhmyIKggrUuj0yyVSshms/B4PHjkkUewtLQ05AxJ55umqcDEtWvX1OqNrAnP+4UXXsDy8jL+4A/+AG+88QbS6fRQGh4BBJ2z7EjKIlwyBAFAgQTuQ4aJeB4tCz0WDAZVKWReZ+nEmYHCa9xoNIZEaFLIRkr7dkJg98vsGAi+Lt8jo8NiamSE+DmGk8hYWfUfBGkclx6PB6VSSWVkUDDLzB7Wg+CYoUaF99/j8ahurpyUZZouw2Gk7pn6CwzqKZTLZUxMTCCVSqFQKCg9EO8fwV6vN2jalUqlhkpPkykzDANra2vIZrN46KGHcPToUfXcEDDzuhK0EzRUKpWh8u0co1KMzO8Ui0VVvZbsDhkYfqZSqSAWi6mwHNNgZdo4WR4pppY9SGh2QEKOF6mVcO0umPXS3nwUTc9AxAgA6df6B65COf7PvofpP5zFt/7RSbx8+hI8liJaf+VPfwkn/pJDjQltb5+00pMTSH6QR+p8DXq7B2iaCkn0owG0xv0wPYDp0WCSsZsOY+ZbpaHtFB+JI5fa20/lmIHqchrzX3sK/q++hd7qGtLnZ7Ez6G+G9Z+IYP7jrZc10g4KJP7PAMIAfg3AfwPgxwD88qgvyNgvMFwvgu/LFZiuDxpskRLmZFgsFpWDk9UZ6RBnZmbUZEfHTGEhsDdBch90JjJu32q1VGU8KrjpLOi4uZoEoHLcgQHFypAAV0bMpe/1ekilUqozKSnUer2u9s9zSqfTyOfz2N7eVsI2YFDsKpfLQdd1bGxs4MqVKyiXyyoOzXAAu49SqMfVJkMYcgXH0IssUUzxJKlxr9eLeDyOWq2m6h0whEQAxOvOVTbPzzq5NptNZLNZVaaYrZwB++qVVgHjYTS7Y5PXFRgU++JY5uRHNogsGTU8suZBu91WWQzURzCjgNtht1dqI8iAcNwzRVqGGAgCGbLi5BiNRhWjQtbL5/OhXC6rrqUffPCBOr9YLKaeD7IHpmmqMu1jY2NDhdAajQa+//3vw+/348knn8Rzzz2HpaUlrKysoFwuq/Eqw2AA1DiTvWYYXiA4qdfr6lljtgmPn9eeTfpisZh6xovFIjRNU5VlCfDD4TCi0ahq6U4QTHbSynAAe2BCjgkXQNw9C+zq0PuDktmRDQ1T3xsURNt9LIrW+M3JeNyAt6bD2wT81faozd1ivfUNnP7bTWw+egw3frWPX/q7v4a1Hwvgz//0t+Hf9Nl+R2t2ENoZDr91oyaKpzUk3zXgubwOs91G6+WHENyoQTNN+DaL8Lw7SH/GsQV0xiLoB3X0AzpqS7GhbcXW2kh90MTKz6dgaoCvfrPS7awPE0uLQKsNf6UPreeF6TUx8517p48ADggkTNN88+afNQz0EQf5ztBvaVa0bn0ACQYYA+UELX9I/5PClCtbTdPU5C8zL2RJaHb/lCp4AErUaaXfGRbg6q1erysWQJaJZtvxVCqFpaUlJJNJNYkz5EHtA7NACAQmJydx48YNrKysKE0Gu3H+y3/5L+HxeHDjxg1omoZisYjx8XE1eVPYyJWVvK50yGQJ6ABlCi0V7/L6sX4Az5vXjnQvGyLRqfI86FSZvkjwVqvVkEgkhmpqOI0du1jzvTanEJycJKyAggyQ1+tFLpcbYnTIaLVaLUQiEaVvYBdbwxj0Mtna2sLRo0dV4ymOGYKLeDyOiYkJXLp0aSj7hveFuhcACniQmSgWi4qJY7aCaZooFAqKtaL+gZ1zr127pthC0xz0tyFjRUaM+yKLViqVMDs7q3QUHHOdTgc3btzAs88+C13Xce7cOZimqVgQqVkgg8ZrAOxphQi2+/2+EhITqPEzHGe1Wg21Wk1pdggsGHaiToSLFWZYWfvqkNWRLJzdGJBjxw4ou/aD2ZHf3oFWrWPtS8uoLhmoLg3CdUd/qwFvuQnTq+Pqn09h5rsd+L7mXKFylPXzBXi+VcDSt27u85vAa3/PjyOwX+ZrlRpSlzIIFLrwfOsdAED9i89h6yUNH/2VcZz8JwaMKysoPORH7bNJAEDygoaxDxJozAyExIFiF6GNGmrL8Vu230r7gbR/0MHUMBG5WoFmGDACPlz8tWlE1nTMfqMEvZdA3wtsvhzE/Lfu6NTvyEYCCU3Tft00zb+hadofwkY2Y5rmTx9kJ07CNPk+V1mc3DnRcmXOz1NsFolEUCwWldaADzvj8jJvX8ahSeUSqMhiVAQJXKHIwlcsKyxjzwQbsiFSr9fDqVOnVH49V07crwQi/D5ZD8aZP/roIyXUYydDghF5Tgz5sGolJ3/uE9hzzHSujDuzsycANflzGzxupgjydWDgbHmfCOK46gT2GBICEzkB85pL7QP/tzrb/cDGvTAJGOxYE+v7ElhyhS7rc3CCpIgwnU6rsu/U9rTbbVy5cgUnT57E2NiYmtwJEDudDuLxuJrk5eRJ1giACnexd0S9XkepVFKVHKkBkBoDhtXS6TSuXbumJliGQWRdEKmjMU0TlUpFvcYVfbFYRDgcxiOPPIKXX34Zly9fVmPb4/GojrXAcEYVJ1+Zpi01UtR8lEolxcjwWZBsGJ8tKfYlq0h2jiwKGRuZgSHvMRc4rIBrFczajdXDzqrddTP6WPzjFq79XOBj2Zy/qGPum02055Iw9SSmX6vBU27CCPoBrw69WAN0Hdp98BvGZBqbL2vQOwH4X3wRi/9skP2x+Mc9VOd86Kej8E5PwfAC0es6pl+rQi/WoLW76C3NDYpTef3oha3Szj2Lv78D0+eFVq7CjEfRnkuiH9Kx/Htt+D/aRPGVpXuaISNtP0bi3978/T/c6Q6cKGD5N8HB2NiYchzhcHioiRWzAggQGPPM5XKIxWIq3kt6tlarqdclLS8LH0lhG4ChNEQAqjhNJBJRTAVXZZIe5qRbr9eRTqeVypyhBdlfANiriicnV66G+F0JCgKBAJaWlhCNRnHt2jXs7u4qJ0hdh9Rx8JzkJBeJRFTRLb/fr1gKgjWGczgZEkzRactUvlAopIAcU+/YGZJgh/eW110ei52I0rpyu98gwsmsuh/5WxoZGHkvgUH6MlffjNFT88CU0O3tbWQyGQU0Go2GEgdyQmX4CYBi7vjccL9kwGRRKgoqKdalZoUCy36/j2w2q54xCbopxmWaJrdJ8SMBEXuuxONxfOpTn8KpU6eUwDgajWJmZkZpMWZmZrCxsaGqohKMcHInsGXaKM9FlqSnb+BYsxacovaBQIFAngxaKBQaYubY48TKmDJERZBrLUBlBzYfdPNf3sTUa0cAAJUjHjRmbl887a1piN0ATN0ETBP9kA5T0xC8XkDj+Bg2X/benED3mnP5qhqCq6V73gDL8JtojZnAzWdz9bNeACYKj0QQ2okhcW1wRDvPxBDdDiP+9iaS50pD2yg+mkTq7N5rzdkY+kEdvbEYaothJN7tY/WLk5j5TgP+3QHYbzy+AE/HRKDgQepiH776vS2vPRJImKb59s3f377dDY+Kc0t6WK4gmANPCpGdDznxcMKjU6a4rN/vqwmezkhmdZCCp/qaNCUzLYC9JliJREKtjlj2l05N5qxzwiatWq1W1WqUwIBORk70sjgPAPU6V/Vra2vq/MmgcNIYGxuDaZp48cUX0Wg08NZbA9qOqycCF15HuRojsGAxIGaccLInBU6gQNZB3hOu6Egnk3KnhkJWv+S+rBOvBE+Sfh41hu6njQpjWI3XT7ZjB4azEXhf2R8jk8moCRYAKpUK8vk8rl27huXlQZkWTl4cM5ubm0pTJOtCUAjJDA2GPCqVytBKnwWxeE+DwaDSSQBAsVhUYIH3nPdSZlRITQaPkfqQ9fV1xdaNj4+rzJJKpYK1tTV84xvfwPj4OMrlshpHwF5aJ7cJ7AEVijxjsRgymYy6HvK+EHSw9wsBHQEGnxFZyp4pu51OB9evX8fVq1eH6s1YmQleR/5tN4YlK/ggW297B9HfHmTqeL/wLDpxDwwfbHtOOJnhA+KrXZi6htZ4AJppIrxWx+5LU6guaOiHbr3OgSLQ/+jKx3Ye+1rPgLcm/AMzOsRLsRsGEudL6MWDCBS98BdbqDw5g9LRYRainTZRnx7UkZh4tw1ftQsj4EdzOoRQrgut1UF81YCvOAjjNOei2H3Eh4V/fgH1yVOI/vb37/bZ3mIHLUj1UxiILBdvfkcDYJqmeWswx2JOTtgaf/b7/aqGAh/SUql0C9qns/P7/YjFYiodjeENNvOiY2CLY1b1i0QiSKVSSpVNkRUdeblcRiaTAQAl3qIjpYNm5Uw50VarVSSTSXVODCVIR0MamA5KOqRarYaLFy9ia2tLOVUWt2KZXtM0FWA6deoUVlZWlKKfzpjNmACoGDsAlQUgJySGWQhC6Dy5gmaqoNfrRTQaVefCsAoBHrM0yARJAMXjlqEpOlj+bR0j1rDB/TLr/vejqgniWNyIoR9ZG0OKgPv9Pubm5lAoFFRrcE0bdM78wz/8Q5w7d06tkF955RWsrKyg3++jUqng4sWLajIlYGg0GgoAXr9+XbWpJyj2+XxIJpNKqMxxx2fG7/cjl8upccLxQWDM8EC1WlVhBjKBDMs999xzePfdd1WF2n6/j7W1NcUskLG4dOkS/vAP/xBHjx7FyZMnFZhleMVaxIoCVKumhyENfpagWgqpCdbJuvFcrGmlb731Fi5duqTCjlYQKZlEp/HhmrMF//ANHPnfNDR/5hlsvDKyDNGQDfpRDHpkAICnZcKTr6K6kEAnZUDraUjcxAzl44NKkckrB2uk9XGZ8eFFHDknAK1pIrpax3hoMK/0/RoakxrCUzf7tphANxlE6bgHjelbgVBjdjCW8u0AZn7zMjz1CfWeWash/r++Dm1pEfB60Ewn0Q8AWiKG1OXO3TxNRzto1savA/g5AGfN23ha9nO68oH0+/2qMRF1C1yJAHsTMwAlnOSDTZGjrEwpU9BYpyEajSrGQmZ40FmapolSqaRS+AhM+D6BB0EKU0y50qxWq2rSpaBNihgZvuCqyTAMZLNZpdS/ceOGolrL5bISflEUR2d27tw5nD9/XoURKEjzeDzY2tpSlLTsrSGzJGTogfeIYlU6dIIoa+ya3yGQINjJ5/MqPZArc6930BCJ902u5mS4xwomDnuIw2lc8xqTEeMExTHHc+v3+6pGAWt/cDxx5VwoFKDrOsbHx+H3+3H+/HlFwTNDh7VWCFJZLXRiYkKlbpqmqVgCajNYhVJmGjAscvz4cVy6dAkAhiZ/3iv+ZhgwnU5jfn5elQVnwbLp6WnFrly6dAkbGxvqmtTrdZw4cQJHjhxRqZfAYAxeu3YN7XYbi4uLmJmZUQyOLLxGZhLYY4FkFgX9Amt6AFD+gvuRGgi/36+YxXK5rJ4Dijx5DQAMgWA+G4B9mGsUK/vAmmlC75rwtLWBLsB3c4HY0WDJtIR5swCT1TTDRO3RKXRSN5s19oGpr20CACpLM9AAhL994bbbfP/AZgWWb32IxE2tpyeTxpW/dRJrU/6h84Y4Ss0YLucNAPV5E2u/fBwemXjy0nD/ktYY0I0bWP1zc1j4px/e83AOcHAgsQbgw9sBEU4PkJxM+DnGMdl5UAr85ARKh8I0tkqlAl3X8dBDDykdg0zxZKYEwxssPgPsNb+i8ExqGrhSlnQuje2HuRqSK7ZCoYB8Po+TJwd9cxmS4OqK1QobjQZ2dnYUoyBz8hnvpSNk7JfH2Wq1sLu7i0KhgHQ6rfZTr9dVzJ1NoqSehKEcsg0UlfEaS7Eea22Q3uZ9kwIzOnBqUmTxHr4vu4FSzEYlvtRV8DdXwhLo3E9z2r81bi4nDI5jMjOcjLk9AtiJicEK48KFC2i1WopdY0giHA5jbGwML730EuLxOK5cuYJ4PK56PrD5G+8J72sul0M8Hle0PcWFEjRQVwNATdTMrvB4PFhdXcWpU6fURCurj8px8Pjjj+MLX/gCgsEgPvjgA1y+fBntdhvT09NK2NlsNlEqlVQ1V7ImY2NjiMViQ907a7UaVlZWUCgUcOXKFSwvL2NpaUlpegi2aATqZL7IjvD5kQBeLhrkNjjuz58/j48++kg9s7L1Op8Xjl3JrtGX2Wl85NhwbWDaUw/DV+5i8Y97KJ4Ioniz59b4OyYi28Npmo0JP7ZfvPUZDF4v4tJ/NT70Wn9tA9qpY4AOLHylA6NavWvncCfWzxew/PcGyY/dHz2D61+4NY00vKlj5n8ebsrV/NyTWP+xg7E3Yx900a9UfvCDvQM7KJD4OwD+SNO0bwNQd9s0zf/J6QtWJ8wJ2o7WBwYPZaPRUIWWOOnI1E6WYJYNt0i/cwVH2pZmGIbKUNB1HYVCAaZpqn4YFIjR6SQSCaW6l6JD/k1nIrtmsv+Gz+dTTIYsXMOQAwA1aZIpAfZSS2UmBicXYK85GOlrOslisajOK5lMqlbI0WgUyWRSFfWR2SWs+Ans1d0AoCYvhicIjgg0qLkAMFTZk9oSUuUEAeweyXvPFR6vA4WcZKBkPQJJH99PMGFlzeTx2LEmPH6phZErZY5/hj1isZgCUKwo6fV68dhjj+GLX/wi3n77bXzta1/DSy+9BE3TsLu7i15v0D6e7BmziCQAr1arKBaLSkApO3lSJMkxxe6hjUYDkUgEiUQCMzMzaizK2imS1eKYGhsbQ6FQUJkYgUAAMzMzyOfzyOVymJ+fV9vhCp6AVqbHrq2t4fLly6hUKgpkTE1NKbYxk8ko5qBeryOTyWBiYkKFLaSolGCBYJrsJscps6AMw1Bi1gsXLqBcLqvjpGBUAgTWm+F14LWw00LIMJ1re3bjP0uoCo0yEXBQSOlg2R1atY6l39+Lqmt9A/B4oJkmxt8xoRmHF7i1fvIJRM5u4ehvZ2B6dGh9A6ZHB3Rg/ZUQdv/LZ9RnfTUT6de3sFza67uhGSZgd34a4FvL494GdPbsoEDiv8OghkQQgH+fz9qadRUHDDtlTkpE+RQucgXAVTkncLIRR44cGUp1ZLMo1olg8y0K0chWMKODExnBAcsOA3udREn1A3t9KuLxuBKx9Xo95PN5TE1NIR6PIxwOq6wIYE8LwFgyJ9QzZ85ge3tbVfAjWKCjajQaCAQCSCaTQ+AkEokgGo0qYWi320UoFBrSaPC1aDQ6lInB68hrz/1xYrDWgOCxs3OoYRhD2QOkjkOhECqVylCoQoZCSKvLlDnruJBmZa7uh93JvqUgV54/qfBAIKDi9tlsVgFgshGLi4v4+Z//eTz33HMwDAPb29vY2NhQha44maVSKRSLRTWJRqNRJaJcXV1VhaNkjw7eW+6LWQuapiGdTmNychK7u7tKZ0OQKNM9eY6dTgcXLlzAP//n/xyBQADLy8uqGdm1a9ewsrKCaDSKxx9/HKZpolwuDzUVY/iQocOpqSnFymQyGaVzYtozsAfITXOQfbWxsaG0PVKITaBNoMQxPjY2po6fLEgymVTp0LxvZNbsFjtWACnZy1Hg0rU7N09bQ3C3hW58MPWY0TBWPx8crkfw008OfuvA4h/d80Pc1zyZNK787ZMwvCa0H53H0d+pIX8qjPHX89h9NgPDC/jqQPGh4a6fu2dmhraT+dBE4t+9fuv2TxxF8/QUfPewLLa0gwKJGdM0H/k4dmi30pSAgjS4pmkqw4I/pP4poEwkEiqHnisnv9+PyclJeDweFG+WRZXUM7UMicQgzsTVHFXhdEQ+n29oEgb2YqtkGhhuME1TUdqcLLniY0odV5vcvt/vx9TUlGJgCoUCLl26BE3T1AqSpagNY9CbgRM5JxLZZ4RFdyQo4Lkztkz2gStCYDh/nyCDgldgLybMLpMAFFPB+8Rzr96kE616Cu7HCTDwh585zGp3ObFYY+Ck2ZkpQ5Apr0W/31dFyq5cuaKAMTAAdY899hji8TguXLgATdPw7LPPqnoUwWBQrZSXl5exvb2tJnUyRixwZZqm0ijw3lMHEQ6Hh0KHDFtsbW2hXC6j3W4PlWcnQySbuGmahnq9jnPnzqHVauH999/H0aNHMTc3h/fffx9ra2tIJBIq7TgUCuHy5csAoPrQkFmkjoNsnqZpQ91g+R2pveGCwArWCYB5XcmckY2hwDISiSgwHAwGsbS0pLKPuGiw3mfJLlnHhLUeygMNHnQPKn/uGRhe1qsG0r/3IYyHl9CL3OZ1MYHZb/Wgdfvo+wfXvjcRx8JX29h8KSjYjcNh1V98Hv2AhszvnYNxchHF0xRbAqEtDWNnB4xzdSkCvQfkn85AMwBPB/A097aTuKQh9dGtwsnATk1pIPqffhLV+QGL04lq6IWBue/F7ktY56BA4o80TftJ0zS/dtANH1RkJDUQnJhYJVKu6iX6Jw28uLioHl6uttiDgKLIRCKhJnBgr18HV3b9fh+xWEyVzGVmBcv20kETZJA9oGPnMWuahs3NTRw5ckTFbAEMsRkA1ApP9rsgaKlUKqroEGPn1DZw5VUoFJSgjQWzKLQEMMQoMPNCtkTnSpR6CE7cMm7O7fBakOaW2Rq8xjKtVXb05PtykpRlyYE9UZwEa3LM3O/VnF1823p8VkDM+0dAzM9wAuY1KBaLCuhyMo3H4zh+/Dg2Njag67qqS8LU2kajoUIckUgEk5OTqsx1NpvF1NSU0k4AUEyFz+dTAITdSCngJTgk0GWokNuQ9VeAAaBkPxz+VKtVZLNZbG1t4eWXX0av10O5XEa9Xsc3vvENPPXUUyosGQwGkclkEAqFFBBgWI/bA/a0G0yt5rglC0aWhM8kQzbULklNB2tmWHuAkKVhRpYE3bJSrvRRHKd244I/ZFQPMyC+W+aJx2EuzGD3cW1PUGgCpVOPwPDaiyf33Wa7j8Kjg1BGoGzA8OvwZ+uIrQbQTmEoxfK+mqYh/5iGXshE6eTDQ+er9TTMf72DwE4NaHfQGptEZfnWA/eXB+MrujkA8v2gDs0AfOWbIe/ZGJpnnkeg3EfpqA/Vpb0wkb+kQ/MedEr/eO2ge/0rAP6WpmltAF0cIP3TKYxhfc/qmK36CenMSb3XajWlR5D74GeY6kZRJCc+TdNUChlDHVz9k3KWq6RwOKwq4LFQFBXzXBHJFuEUPUodQD6fV5kYspU3V4l0iIFAAJlMBuvr60in00O9OBheyefzWFlZwfj4OE6dOoVSqYRSqaQmKTI2UljHiYBMhvV605HSSfL6y8I/rB7IVS0nINmOnZOC7BshwYHd/bcyEdbPHMZVnV1YTk4aHCMUzcrvMNTGctW8TlKo6fUOWoRTPEyhItMXGSa4du2aEtOSfSqVSir9s98flMput9tKI0TdBCl9SdkTEIdCIeRyOQWiea+pD5JFnWQIjJP52toaUqkUkskkqtUqLl68iKmpKQSDQRWiSCaTME0TH374IRKJBBYWFm4JazL0wAUGQau1oy2PXzISErSxRkY8Hldghs8qQRezuji2yTxYMzJ4f3n/5Viwjt8HVWjZe3QZV38+iKFCyBrQC9/hddCAlZ/2q+2FNzxY+I8baB+bwNifrCJ/ZmFvTzcv/+6jQYQnn0fyg/ygO+Z9sJ6leZfWB9pJL9rJQeet1Btb8DYnYdoUsjQ1DaauoZMYPNeelgFvqYHSYxk0JvSb4MEziH2oLwGTb3QP3Jzs47aD9tqI7f+pW75zy8MF2NPedFZcjZAClrncnPBYtjkSiahwBlfOnCjpRCgqo0OQ5bBllgDZCVKpcqUTiURUoSV2DGSsWh4HnStbLHPyJ4Usm2YxFZUTN8FENBpVAjpgOLWtUCjgo48+QjKZxBe+8AU0m01VEVBOxLJjIbNSuA9ODCzvLScBijzpjGVvDd4X2UKZzBBX1zJNVzpgOydrBRJ2P4fBnBgR6/FJ1oxaFwoSZWiObFan08Hu7u4tgFnTBjUkOOmapqlCX/V6XRU9Y+yfYRRd15FIJFQGkKx82ev1kM1mkclkkEqlUKlUVJouC2c1Gg0FdL1eL6amptBoNFTmCVfpHo9HZYSMjY1he3tbpTzTmNX08MMP4/Lly4rxkOC7Xq/j3XffhWEYmJubU/1C+NzI3jAEEqw0yWeJ4RdryEGGMGWdF7KSXFgAez1oNjc3sb4+iC3z8/K+8t5Qw2QX3rDzc/z9oIGJu2mNWQOrf2EBi//+BrpHJrDw1R6C14toLqdx4zODWbm6bKC6DASLCfgu3Jvj0oNBwOfD0V+/As0zGB/5H19C7unB+0bAVJ05PS0NpROzCG+amPyTDZjh4NC2rv/c2HAIyNSBl8dudhY1oHc1jL1rIvsMENzVARMI7ZoIffvcvU95vWkHLUj1OwB+A8BXTNO87WOVTMPN7d3yGSnsoviMlRlJlUutgmxMRWcCQMU9+Tedh1x5M0WMcX7S/EwrpcMgTc/XZc47iwDx3Dh5+P1+rKysKF3D8vLy0OTLUApZA2ZSyFUYt0NnWKlUsL6+Do/Hg1deeQWxWAyvv/66iv3W6/UhkSiw5yQZQ6d5PB7loOUESCfN68yOiwQ4PBap9+h0OiiXy4o2J/iwY5LsnC+wp52wshKHgRa2o6+dJgU5pjk+GS4iwAOgNApkwrg9ZiqxMqosFgZAjUmCbNmllRNxKBRSmRrsDUMmjenBDHNo2l7BNxkaZCjh2LFjyGazWF9fV/Uf2LU1FouhUCioei69Xk/pPgien3rqKTz22GOqU61hGEilUtA0DTdu3AAAPPzww4hEIkp4SVBL8Cx/KLK0aiG4Px6/TD/mtev1ekNVRuWYa7fbKpOE2yZTZGVOrUDXOm7l33KcuEDi47XmpIHii3ODVX04CHh0hC/uYCY0jWZGR/Hh+3C9Ty2jmwrC88131Eup91PQzCTqUzqimwZ2ngXSZzVkzlax81wcpgfoTqdw7efCML17YaCJNw14W8PnUJv1oHL0ph7IZyL77CBcsvDr78G4mf13Pz3mQUMb/wyDrp//WNO03wbwr0zT/Oh2dmQXxrD+L9MVyTAwn5u1/PkdagxkeMBuMmKclEBDUu4UnzHkwJU6nQtX5gyHyDAGq2XKKpHcHjBIR71+/TqSySQmJyeHqGGupGQ/jXa7jbW1NSXCpI6j0+moWPqjjz6KRx55BG+88YaKl8tVIkMNNDpGCXg4Acl7QPDF8+GKjtU+AdzS90TWkCDtLld7vMacJEKh0C2AQjp7O5aCxyzreNwvsztOmgRiDEHNzc0psS5j7ozzy7CHnXHsSXDHSZT3kjQ8052DwSCSySRyuRyKxaKqKcKJtlKpqCygcDisgAFBCzMqeKwMyRHgM8xVLpdVSJHjiwCTIYRMJqOOj9lR8XhcgZfd3V08/fTTSlxpmqbq48FnQYYQZHjOGsaQ1SmBvbRiiixlDxCZfkzL5XKqUme1WlWNzCSQ5XMjO9tKkbLU+kjw4drds/xjGsrLs7e8bvgBhkE2X/LB89SLGH+/i8BX3tkrW31A8y7OY/1n5/GTv/w9jPlq+MavPA+8cfaWz3nicWB1C/5aEpicQOWlJRRPDOabhS8XkHq7B63WQPxqBvlHo/Bs7GLyNRMrPx9HOxXB8u/WofUNbL8Yw+yXt4FcHmZ3OJEzcuIIQrsxeFuGqgpqekzc+BuPQzOA+X9y9r7WzjhoaOPrAL6uaVoCwJdu/r0G4F8A+Hemadp2CLkdVN7pdHD16lWcOXNGVftLJBIqzQ3ALVS9VRtBoyORq3LrZMTYPoWIslw2gQwnRnb8k6l7FNVx4qbTpYBrYmICOzs7uHjxInRdx/T0NIC9yVM22Nre3lY1IWZnZ5FKpRRbwvTQ6elpfPrTn0Y6ncba2po6H1kRUdd1pQsB9oSX/M0UTOs9ojNkxga/3+12VUEh2diL12tnZwf5fF5R4FYQQZ0KW2ZLsaVki2hOgsv7aU6hOXlc/Axre5BdmJqawtmzZ9X17fcH5a0pniU7xvOWIj8ZqiLdz+tG0CzFyJVKRTFdktFjOIrjmPoLTt7U7xAwcDXOQkzpdBqrq6sKpHLCD4UGrY95PwkUKaLkNfB4PKokvdfrVdlWTF0GoFgsCWp4HgwjErwzNCTHGkN5UnPCMU+mhkwQn+1Go4Hd3V1sb2+j0Wio7bbb7VvubTAYVJknZIWkNsaJqbCmhLr28VkvbO6ru+jGTHRjJtZ+woNT70+it7F54O0brzyB3t/PobrWxs8m38aPBHX875GXYdebs/vYMspHQ8ifGRxP9IaO6LqJxqSG9Z9Mw18xESgP3vPVTWQ/t4RWWoP/ppxh60cGwDxQNAG/D+biIOXT9HnQi/nhKzTRmgmjmdYR2zAw+TrQzOioHjUQWzWg9wB0722TLqsdWOKpaVoGwC8B+IsA3gXw7wG8BOCXAXzK5vPqbyv7YH0fGEzsV69eVQVj+ABOT09jfX19qFa+pBK5LbIHZCqAvUlbri4IRsiAMJzC/5naKFXjssiN3+9Xr3H/VH1zuzy+iYkJ9Pt9JV5LJpNIp9OqV0en08HW1ha2trbg8/kQi8XUZEvKmoxJIpGAYRj46KOP1KQkawNw5c+JQ65YeS2sEzXBEhsbadpeVgEpbl4jxv6ZUVMoFFAsFlVjJG6Pq2cq5dl1UWZtkD4mE8Tf0vEehtiylX2wOzY5jpnGm8/noWmDhly8fxyHLPYlgS/HDEGaXHGTRZCfo2aAIICA1jRNJczkZ9iITnb5ZMiDrBdZPdnl9v/P3p9GWZZd52Hgd++b5ynmOXLOyqzMqqwJhSJIDAJIyiIpDqIokqJFk3bLNiWrJbm7l3q5V0vycveyxHa3pLYpmR4kqgVRnEyTEEAABRAEUKh5rpwzMmN+EW+e53v7x8vvxH437nsRmaicqu5eK1ZEvHfHc8895zvf/vbeBDXVahWGYSAej8Pn86lieKwN4vP5BkKpyU4wFXe9Xsf29jZCoRDS6TTGx8cHEq/xnaJ+hMfnO0sGgX1e1nhhX6PrI5FIDNQ2IbBhePLCwoLKCru2toZbt26pzKoESVYmwufzKXZH9l9g0HXKz2R/eBj68MfdtF5fk7D5U0sYe39qwPWwb1uPF9u/9jTK51qYmiriVKiE3dcX8N6z83jBv4n4P1hD4xfn0UvvwuR7cvIY9GITxdN9YO1uaBh/pwlXrYNArj8XuZoGXI0uoGsw3RoMt45Q2iaM2KXB8LqReTaKTkjD7FfzcLl15J6MozatoRsy4S/oiH7xZUSfOoPGZAyJP+i7Nh60I/iwGok/AHAS/bLif8E0zfTtr35b07TXh+1nByCAvZUnt6EVi0VUKhXFSHQ6HYyNjSEcDiOfz6uoCinm46RL3z0nc5l5koM23SSkl7lyY40PmaCHoIKCTk50MrMlj0N2onw7PSndKHIls7GxgbW1NZw5cwbJZFL5qovFohqApaiM98PJgqr7sbExpQ8h7c1VP0uLyxUrr4ciTwCqjaiXKJfLSuDJgZsTE2P+OXAXi8WB8uE8PgdTTnRMKMTVt9SwEEjIyBCZ3ZLb2PWdB2FWZk2uPq2fNRoNpNNptFotxONxxONxlMtlda+VSgXVahWNRkP1S7YtJ+VcLqfAHBkfAkHJolEkTKEln3mtVoOu6wiHw2g2m8odwf1k+DKBCGtvjI+Pw+PxoFQqqefMhE2nT5/GxsYGLl++jGKxiGq1iuXlZSSTyYHsrhMTEyiXy4qZ4PP1eDzI5/OIx+OK1TIMQ4W3UnvDVb9kKvi5TGpGNwZDUukyYt8kOAuHw0gmk7h69SquX7+OnZ0dbG1tqWeQSCRUrg4AA6JkJvmSodJ85oaxlwiLYNgOODhg4sGZP6Nj9r/9HtwLcyg9PSMKje+31ufO4/zPvg/X7aIftypJtOLAY/5NAMDvHv06Wi918IW//p/D/0f9VNa9K9ehebwAnoJmAsf+2U2YjQa6jy3B3RAsuK7BnamgcmYMofUavF0DncSgyLIx5sH1X4zA1ExAM3Htl+MAAFMzMf6Gidi/eUXV8zDf+ACLb2owHpK+dVhG4l8AOAPgBQBPa5r2HQD/g2maTdM0nx62ExG5dUKQIj9uB/QpznQ6jdOnTyuxGJXkHFioebCmr5UiK4IHmTRJnq/VaqnkUaxayfPR5cDJjOmrq9XqQLpo+p8pduSgAuxNrLVaDePj43C73ZiYmIDf78f29rZiTmTEhcfjQbVaRblcxsTExED2SABqtba0tKSulas+5pcg2JH6BI/HowZtaj+ob+BKlytm/ub9l0olBbyYBIyrXD5bAitS4cxFYAURUrciWQj6t2XonnyODwuYGGZWwapp9sMzS6WSSlWey+XU9hT+SU2PFMVKNoL9jABYMmxMzFYqlfZlvWSxKbIOlUpFiS2ZiMk0TQVQKKCkSBSAcsdRD1GpVHDlyhW43W5VV+Xo0aM4fvy4Elz2ej2cPn0ac3Nz+PrXv66epXx/y+Wy6uOsSEu9D7NM8t4lsyaLysm2pG5E5mUh0CYwKxaLeOWVV5BOp1VtDwBKAxSPx1VfZJsEg0FEIhEVsSKZCjJ5ZFasjJrV9eXY/bPglo7Zb5RgeN2ABrjqHcDnAwwTmgmVZ8HsdqG53TANEzB60P1+9PyaAhEAsJFJoDfdww+K+d6neWBayASz28H0d3vY/LQOuN2Ax4u1Hw6hE93rM56KhiP/dBPRd3pAo4mtnz6C6txt8aTXtM2FoXU1wAQ8TQ2p76yja+1TD1EfOyyQ+GUAZQD/5Pb/P48+O/GXhu1gt3ID7GlhCQa2trZw7tw5laaXjEQ2m1VUPrUKPL4UVFonLTIYHOw4QVFxzkmQ/li6T+hLJQXLegQcQLhiJI3KFZf0d1O173K5EI/H1QBfrVaxs7MzUJmQk71Uj8uJtd1uY21tDVNTU+qYHKAJZOjf5XUwVJbx+xSSylwXnNTZLlxJElTR1cPVIdtfije5gtM0DeFwWE1mBBEynI7tJ38IJGTo6MNgdjoI+bmVxmbfrlarWF1dxVNPPaX0LmyfWq02EFUhwV+5XMba2ppqX/ZbRl5wkqOoly4pKcKUidbq9bpKdiZzUjAVNUG6XIEzrFJmby0Wiypiye12Y3l5WeWKIDCkC6xarWJzc3MgUohuOo/Hg1gsppJVMQW2DHM2DGOgngX7DFlHRlcFg0FkMpkBwSWN11StVrGysoJ0Oq30H+FwGKlUSrWvjNCim4LsjSwwx2uR98sf9mHp4uD2DzsQ/qiZuwaYb17E2t//BHoKADyJ4/9TBjD7RbAAIHQ1j8JTY6jO6Ijf6GHjx3p45sSNuzqn6/gR9HwaTA248jfnoZmA4R4cxzphE9f+y2Pqf80wcewfvguYJq7/387D8O0HBSd+Ywu9jW3ANAb698NohwUSZ03TfEz8/01N0y7ezQmHDcL8vbOzo+pEsKSvTLLDCYwrYKsfW4YwcnVDk6tdDpZM6sMHxUGdq3Yej/tRT0H6WJp0u5A2ppvGGsrGgY2KcpmZksegr5nHZiQIRWlykqawjICAwIkrXRkCS9DBNiODQp88xZUymRdpY4bMEchxwuFExNUxJwbZRhxs+WNlI+xcCA/SJNC1rjDt+i//JrMUCAQU8JPiSQICbs+JvFwuY3V1FceOHVMTGEWQBAp8hmTbCPoYMUEtC2ufeDyegVTq1DdomqZAq0z1LjPKlstldS8ElfwhS8X7ICiUoJXPkPqDSCSChYUFBQDofgT2KuWyD7JvySgiTvzsw6lUSgEp9lPDMAZElLLOTiQSUXodAmlqfngugnqph5ALHQkiuJCQfViaw0rcewuv6ph8rQ5TA+DS4M41YAD9rJKefrbHuRfr0MpVACmVtrt+NAHDpeHpn+lHYRyzHLdnavC/HcSv/IeHKNyhaQhut3Dk94dvsvG5INpxA3pLw+JXWkg/50fm589B6wGLX2lB6xpY/QsB9G4DivglDcZOBmZnf5rsh9EOCyTe1DTtE6ZpvgwAmqY9B2CoNuL2NiMnA/kd/zYMA1tbW9jc3EQikcDW1hZM00QqlYLP51O+ZboTWq2WSkLFwV4KoYA9l4eMEOCqTuoc+L0UmwFQ3zWbTZU1U+a8oHCSkSIEG6T35UTBc5CmldfP3ABsD1mrQRYbY2l0uWJlDD/Pw3skUKEIj8+l1+un7W40GopV6Ha7KJfLSqdC+pc0r9/vRyKRUG4Zlg6nxoGhdcz9IcWdvCfZBqPYCPk8H6RZWbWDJgpec7PZxNbWFra2tlQ9GFnvQTJP7B/se9vb25iYmEAymRwQ9sk8EqT62f84iRFcSMBKZoLhvFI4TE0HU6eTQSPgqNVqqhAb+yavnYyYnEAJLnif1OBIwD83NzegJ2A/4XVINpEAgsCUQIyaCl3XMTMzg16vp2qEtFot7O7uolAoKHaM18Prp1CV6fODwSCKxSJ2d3cV0OA18Df7K5+f1Z0hwfCDBsAP0lylJsK3gqgtGPtcAB+2Bbd1JC+14dkqoPzEFHae1RFIBzCbTiJyC6jN6nA3AO96DrUn5tV+7oYBb7GFRmr09BfeMPC3ErcOvI7eletw7ybQOzk/8HlzzA9vqQNPtgp/JghfoZ88qnjcB3cdKJ4yYWpAO+rH7L++gujpE+gG+o2W+qCu8kM8CnZYIPEUgJc0TVu7/f8CgCuapr2Hfqrsc3dzcjlQ8+UrFot499138YUvfAEejwfFYhETExNIpVKKjmXdCw4I0i/JZFNyNcTtOMlz0perdK6sOblJwSW34eBVKpWUiFKuvOgu4WRCICGz+8mkVpVKRW0jBaCcVOk24OqMIXicfAksOMBKNoNKfYb70a3Be2J7Z7NZlVuCK1BOLMyfMTU1hXg8jlAopFaLiURCRSiwXXmd/B/AwKrOjomwshF2zMSDslFuObttZZ/L5/PY2trC4uIiJicnFYPV7XZRLBbh9XoRiURUUiig3/ey2Sx2dnYQDocV2GBoMbU0nNQADLjsyHLJlTuvi5qaSCSizsdzc5Jl8ihO7nS/sP9Si0Dwy3eNoNrn8yGXyw0IZwkOGKYpAXskElGJzmQSKrolrBWBZcQWr7vRaGB2dhYbGxvIZDLIZDIolUqIx+NIJBIKdGuaZsug8L6YsIoMoBRV0mSEhhxzrC6wj7NOwnj/MqaveHHjv34KprWuhvz3+8Fat48z/4e76F25jq1f+yTKRw0AJqpLJjZ/4SSmf+MNeH/6SeTPaDDiYeg9Ez0AmmnCv13F7nNx5D/RwWOjznMHpoVDcBX6zEfus0uABlRndUTWdCSyVUTXughs1tT2ru0srv7tIzA9JqqLBtqPLyL1P37vQ7qa+2+HBRI/cqcHPoimHrbKMwwD169fx2c/+1lMTExgZWUFc3NzOHr0KAqFgkoE5XK5UKlUVOy8pIGtIjZSnKRwpU+VWQF5LRRRcsIF9pIxkdbkKobfS0EnBxmKOL1erypsxHPyelk4idfO/QkYeExm2wyFQirVMCcl2X5kU0jzEghwcrOKF5lXIpfLqckgGo0iHo8rnzbbkdoK6kiy2axiKuRzlBOC9bkSTHCFZ43SYL+wc1k9LGbVStiBC9M0USwWsbm5iZMnT+LJJ5/E7u6ucjGVy2UlZCwWiwPHLRaLuHXrlnKLsFJnMplEKBRCrVZToJD9QAJRAmTmdpAVO3O5HOr1uqo/AUBleGUkh0xMxtBV1vBgvQoCFxmaKVkLtgf7IZkHAoRwODzwzKVbgdvTlVmr1VQ/4fWSwdF1XYHZlZUVpS8ZHx9XYmqpFXG73SgWi0rUSf0I2TnZ33n9sn9Kt5wdCLaysMPGuI+8mQaC29pe9c/bNv52C/43VlD6/Emknz/ssYDAjg6tBxgeoBcwceT/lwF2c/sTMJlAMK2jOWZC83rhK/TgrnpQeDyG1DfX0Hl2Hp5KD72wD9XP1fDpxZt3d3u6BtfkBHo7u+qz3nYacLmAXg/e6gJyj7nRnDDQC+hIvKPBW2yjNRGA1jPhrnehTSb77pjb1kx5ENJdd5w062GxwyakWv1+TmI3GVhfPvlZsVjE1tYW5ubmsLm5iVKphMnJSSSTSdRqNbWCon9UnoOuA/7NAUduY6Ws6VagL5oUJtkEKaKSkzVzUshaG5x0O50OSqUSxsbGBupV0C0DQOWkkD5eORhJkSJX+XRHkAnh6pNGAR3padLLdaZRFSstaje63X61Rp/Ph0QigVAopIAFAJUTgjkw3G43SqWSaq9CoTAgGrSKbNkuVhBhJyp9GLJY0uwAsN2kYF2Rkp3KZDLIZrNYWlrCwsICrl27ptJY5/N5xGKxAf87V/nb29tIpVKIRCIqmoK1YwAMuBRkplIpGK7X68jn8yiXy+qdqVQqWF5expNPPonZ2Vm88847yiXA/iH1Lay0SbceWT26Ber1uuonFFRSlMscEmwPhlWbZr9kOEENAY10g1GoSwaSbSTDmqWGJJ/PY3NzE4ZhIBaLIRKJKAaEx6CYmc+GSbkqlcrAu2kV+0q3m/VHMg9WkP6wsGoPwsxuF1P/75f2fa4/8RhKf+4EKnM67iSh88JvXkYvl4d7fg7lZ2bRu3Lddju9q2Hun7yJ3F9+Es1PnoR/t46FP+rh6n8Uh6ktwlfpwZutY/w3NjGr3f0z6QY05L5wFPHf2gMSZrcL3F4MBv7wVSy9t4TLvzaFdtTAlV9NYuI1IPH6Lsrnx1E45UP5aACSokk/r+HE18PoFUt3fV0P0u5bzVEJHKwmJ0+6FFZWVrCwsAC/3498Po+ZmRnMzc2p5E6k7RmBICdFDj50WXBwtYq2AAxQs1xtEQzIuhEAFEvAkDCCCIaRMpKDxkx5HAA5gUrhKAEJB29OAtQ0cHXGAY7gQ6YEpllD5kgN06fLY7HNrULISqWiQAsZmWg0ivn5eRX7z5DCRCKBXC6n2kwyLrwO+dx5TVaFu/QrW5mIUa6E+2F27IO8JuvKU/42TRO7u7tYW1vDiRMn8Pjjj2NjY0NleCwUCkrYJ33sBBNra2sKZHJiJGPA/sJ+KxOxsY8THNy8eRP1eh1zc3P47Gc/i5MnT0LTNGxvb6sU7PxNsTCzpXa7e2W7ZWZTJqYyTXOAAaGrkGJPAn0ygNxGCj2p/ZCAodfbS98tE2wBe1oR+Z5Ld6RkHgEojQQnfxbei0QiiskhOOG7amX65DmGueNGsQ8PG6v2oKx8PIL0JzXcbVWI3nYa4a+VYADQIxHosSjqZ2dQne+3+dw3ujDPHsP4n6zgxn92BIbHg+CWhlO/fgsbf2kJY9/chFmr463fP4unf3p/qmurJd7I4kd+7Bfw1/7Nv8fPRQr404aO/+fP/hUkrl0EdA2jljy9tQ2c/OduaM0WCp+Yxe4zQOHUFLohA6br4YlM+7DsngGJYRSwlQ2wbs+X9sqVK3j88ccV/cvY82g0qujOXq+H3d1dxGIxNYCRkeDqSYrVuBqRQkoOjlInwQFRRj4EAgHE43F1HP5mLgdGM3Ai5oBDKjUej6tyxfyOAxwHSfqOOVlTFMmBlkwEVfAMC5SrerplSD3zexlBIfMRUMwmQ2pJnxN40GdOetjj8ajQUmoeJCNDk7kg7KI3JGUs+4nsDw/LICyv46BrYhvUajVsb2+rsN1Tp07hrbfeUmCBqdcJ2gi2er2equ5aq9VUme3JyUm0223l4mCfk/2YINPv92NxcVE9g6effhq6ruPSpUtK9yAnSAADk6QM9w0Gg8jn88hms6pwF/ssgIHJ3jRNpZ+h+4XtQW2TaZoqLXcmk8HExMRAkjSyHjIlPQG6fH/ZVhRZBoNBBQLYRmTJ2G/lO07tCQETzzGKURvGpEkQbMdkfZxNP38a9YUIKvMu3AmI8JZ0jL3bg9noM3Fmtwt9bgrNY6dRXnTf1kUAgAl/Roen1EB9Ngi/dwoTb/ZQOOFGfKWD7uYWOuEllJ6bQ+z1LaTe7+BVz+Ooz3Xx6QvDy4NqzRbMK9fx9776s/j3T1/Ct987iRNvvDYSQNDMbhemzw1s7yL+XgC5s6mBvBIfNbunjIQdaLCjiu1ewGKxiFwuh8nJSRQKBUWDzs/PY2dnR2XcY0w6V22yboZcyXOw5CBOkSawn76U18L01NRi8BhkEGQBK07+HNi4MmLuAFK21E+QpeCgRB3E+Pg4gD2FvHVAlCv+YDCIsbExBVrW19dVsiJOBBJAcNKXSnaCHyl640TRaDSUiA+AorMLhYIqSW1NLcxz8bdMviR/ZJ/gs5DunAfNSEgbtuocRmcDUBEEzI1y+vRpZLNZrKysoNPpoFAoqPTSvFf2U/bRQCCAZDKp0jRTl5BKpZDP55VIkGJCTdNUxI3b7cbi4iJmZ2fRbDaxurqqVupkO2T0Aa+ZmiECBACIRqOKAWw2mwgGgyojLJk0CkNLpRJWV1dV+DJDSwmW2JepTygUCur7aDSK6elpVCoVlZbaqqOR+iHZ9rwXgg0uPFj/hCCceSjYN5kzgv1YnpMgWvZZqytW9oOHrd8+DFY9GsXuBR3d0J1NpN4iEPz9VwagR/VEop/4SXzqrmuI3jKgmSZMXUNzwofgRh2dYBjVGTdYXSjzhI7a5DxmvrIFbzGG+qwfHyxOIeJrYSFcGDj3Tj2K9V+ax9IX3Vj+gy5e3zmL49+o4U7MePdy/4+LZXgrn0Q3/NHtE/fFtWEHFuyoYmmNRgMrKys4fvy4cm90Oh0sLCxgfX0d29vb6kXPZDJqdU6TWSb5uQQTVHAzfE7SrlwBMeMlBx1SuHKlxpU9fdUUwsmVU6PRQL1eV5M0U15zNcSVWzAYVC4E6VohBS5XbcBewS7qDoLBIKampmCapsrEyfuWeQg4oDebTQVS6Bvn9nIg58DNrJZ0ZeRyOVQqFdUubEerboXtZVXdy+cuIwwelpWdnYgS2K/rGaa9Mc1+lsv19XUcOXIE4+PjOH78OAqFAhqNhnoGBJwS3JFVonCQuTtkP6Aolimw2XdN01Q1Nk6ePIlarYbNzc19K25qd2QuFaZSpxuL90J3ABmver2O3d3dgSySzFJ58+ZNVCoVJXjk+8aoJoJWAIpFIMhuNBpYXV1FOBzG9PS0YseGuRw0TVM1ZujuaLfbKisldT/WxFHWMYil0cmASJcN+64ExMP6i9X19aD78MNgwd9/BUe/O4HCZ48gd15TuRJo/l0d0Vv9MaN0TEcr2f+7EwE6X3ga3m+9B7PVgh6JoDLnhpXVSH5gIvrFV+BeXoQ26Yepa+gFPIher2Hjz0XgOraM8Xe6aId1aIYJ0++F9r13EAIQ+l1Ae/IMXvkLcwAA7YkSnp1dQ+6L81h+cRPt2QR6fh1Lv3EFveztDLW6C66jizC3dmDUDgcuUu91oHc8qC7sB1Peko74FQNms3UHrfpw2T0FEnbui2EiJOu2vV4Ply5dwjPPPIPx8XFUKhWUy2X4/X489thjKJVKaDQaKgY8EolgbGxsIE8/V10EGRQrcmJjKCbZCSlaJOhg+WN5/Sx0xFBUhsVRL8HBiBO5FE9y8g4GgwiHw+p4zAnASYLJhrgylWGA/JwD79WrV5WL4ezZs6jVasjn8wOKfgpDqWRne+ZyObUilT5rYA+osB4HARbLSXOlFw6HFSiSDIT1eXIbRi9YhawH9ZGH3ezceZVKBbu7u7h58yZOnz6NxcVFpNNp5PN51Go1tNtt5ZqTLge6fFgDotfrlydnSCMjLQgmstksQqHQQOhmKpWC3+/HjRs3BsAd+6nf71dAkoBRCoMZCSJZM7JxsnhdsVhEKpWCYRhIp9Oq3gtdJ2RaCM4Z+sqVv9frVZlfNzc3cfXqVSwuLiIWiynQKvNoyOineDyOfD6vgDyjUihSLZfLAxoSvjdkLoE93RHHC7ahFGkTgPNzghErEyfdt3bMxcfVeju7iH5xF9X5T6I51k8WBQCulobYioHIb78MAGj/J8+jlezv00oaWP+sB8dfC6LXamH358+ifGz/RJx5CqhPPo/pb5dhujRoPROdqBuhd3YBRFA5N4Hom9vY+ItzMNxA/rExHPm3JrrxIHaeCyG61sPCH5egt7tY8SSRSYUBE6idmkDP3+8DjaePwF1b6J9QB5pRD8KV2qGBhO/Lr2G8eQGN8dvhxV4TpguACYQ2TUS/+PIDL7z1/dg9AxJ2/m7r33bbyZewUCjgj//4j/HjP/7jmJqaUrUFIpEITp48iffeew+VSgV+v18l/5F0Ple5TNQDYED9zlUUoy44iAD9SZRCLZnLQfpq6aLQtH72TdaX4GAmNQYcwKVvlS6ZsbExAHu5/7ka4r34/f6BlSqBwvnz59HtdpHL5ZS4jm1ZKpWQSCQQiURU+WVO3KbZz8yZzWYHfORU5xP0cNLP5XL7RG4EUxygCYZkTglgD0AwxI6pt+W18NnLZ8a+YQUkD8LswI0d1S2/p/V6PaytranIl9nZWZw/fx6FQgGrq6uqhsnMzIyayDj5VioVbG1twe1248yZMyiXy8rt4Hb3S3Lv7OxgampKufjY/n6/H9FoFJlMRj0rXhvzPzCZGdBnhBqNhspi2Ww2US6X9yWdku8LnzfDsvmcrVEVwF4SOFmLxTRNrK+vI5FIYGJiAi6XC8ViETdu3MDk5KRy7ayursIwDMUwkH1heHOlUlEgl+CHTCKBMzVDjGSim4jRIRsbGyiVSvuqB8t8HBJcyOdsZdfk92SIPq7mSiSgBQOqhPfMP34F9Z94Gls/2H93jv2rHHqXrgG6C8YnH0c7rkFGM8x9s4NeoQD3kSVU5+3OAJg6UF0wcP2v9MfP5Ls6/MUeetNJLP5BBld/NYXtF2Zg6ntT9dVfTd3e10B1QYP+XBQn/vk2xt82UHxnAQHDgOHbm6u6AR3dgFf9H1qvoZveubO2+NO3sPytfv/Z/U+fQ/mYAa2nYfzfvPtIgwjgPogtR1F7VveGlaEwDANra2t49dVX8fzzz2N8fBzb29vI5/OYn+/3qvfee0+tCtbX17G4uKioSEmFcjDRdV2xBpJul9dJVwWV3QQDZB5I8XOSpCvBMAxEo1GkUikl7OTqh4wFr5XAQKbplm4BGd7HrH/0Q3MFdv78ebz//vuKCeB1bm1tqboHFL7JNMCatpcki4M7AFXfhNfN6wOgklSxGmKxWFQrWXkvvAbegwzBYxZMOxAhn79c6T0Mg/BB13CQT7zRaGB7exvvv/8+otEopqam8PTTT6PZbCKdTivtQSKRQCaTUSxNs9nE9vY2arWaKnJVKpVUP65UKsjn8yoaQdO0gfDodDqtEowRvJrmXo4TpjOXWh+Px4NsNotcLqfYAvYXHpsTLN0JBIiMopDPn+3CKqWcwCORCC5fvoybN/ux/NQgMV+Fy+VSQJf6DrogxsbGVFTT7u6u6ot8V3Z3d5UWgoJjggiWtSdY7/V6SKfTKqslgYNkhaQoWLIzwwCEdWH0MPThB2Xm7CQacxF4bwMJGD1E39xC9vw82jED258ew+S1W9C8Htz4iQBMUaPCn9ERfH8LmJ7CzV+YURqL+a/24CsMugEqi0HsfKL/d+68idhVF/xZF4xkCEd/Zy9DpOFxoXDSvz8hlgE0l1KACTAy1Lz9HF1NA6H3tgbvq1Y/lOhycCcTMPt7TX9tB5OvBgHDgHFbTPoo2z3XSIwSo1k/twMc7XYbr732GqLRqPL3MgnN0aNH0Ww2cenSJfh8PmSzWeVbJQCQAwFX+EB/YGO6YFm8iH5q0sQyRS9V36TyZRQGsJejIRAIqNS9khaVKm9gL3qCAEJqDZiLgpOvrLhpGAaOHDmCqakpfOtb31IrtVgshvX1dVQqFYyPj0PTNOzu7qpqlJygCd6o9KdbJxgMotfroVqtKqFnt9vF7u6uotEXFxfh9/uRzWaVXoKRAzIRFVfWvAeyIlLYJwfaYZPxw8BIWM0qFuVnwPC+zDopfr8fzzzzDObm5vDEE0/g1Vdfxc7ODgqFAsbHx/eB4F6vh0KhgHfffRfPPvuscjvU63Wsr6/DMPqF1ubm5lStFWpt6KaQ6Z1lUS662KjZAfYAd7vdxvb29gCos+qI2JckYGDEEwE7XSgsYU5g6vf7sbu7i9XVVUxOTiKbzaqJ+ty5c/D7/ahWq0gmk5iZmcGlS5eUuDedTqswVNPsZ+0k+xcMBlEul7Gzs6MYtaNHjwIAQqGQ6n90P+ZyORQKBUQikQE2jG1GQSoZSLJpVmG2tFHj2cfN9EoNO08lsfRKAr1CX9DYm4grnUT5mAH/X7qA+B/2wzE1A4jc6GsZegGgeXIavvUCWsl+nYrILSB0eRfVs5PqHFrXRPz9AhqpFCpHDZgaEMgZcNXaqC2FoVlm/GC2p0CCtHbMfjr0Z5vobmx+CK2xZ72rd1cg7GG1+y62BA4nQpIvZ7vdxuuvv46pqSlMTEygXq8r//7x48fRbDaxtrYGwzCwsbExECdOip7nlClzaTJElKsUho+S2uUALIWW8Xgc4XBYrdhI6coVPpkJmWxKKsMpeuPAy/PwOjiASUU/B+pLly6h0WgMJDZiSuxQKKS0FNJdUa1W0ev1FFDi4M4JjCtDalBkEikeJxwOI5lM7mM6JLtDgEH2hqzEQas567N/1FZzdu4Otkk+n8fKygoikQieeOIJHDt2DBsbG6q2iUxXLsNBAWBrawsXL17EyZMnkU6nkc1m1fO7efMmut2uEiaT5aIGiKCEuU/YpynUZHEvYI9FkqwCGQ7JmPEeZZ8mGGG2WAqLWcNDMn4UnI6NjWF2dlYBcr67wN5kPjU1hdOnT2NtbU0VEWMbsX2p25A5VMhM+Hw+5SohG0lglU6nB9wvPC/fP75DTLZlBRGj+oBjQHd1HUv/zgOjuqclMF97D0fMs+gF+n3Os1OGCSC0pWHitQb0l95D74fOoz7phf9qGrtfWADQLwPuagE7n5tBc6xfbTN6y0BwpwMj6MXE6xXo3TBMHQhtNNAaC8DUNJjfxywXSDdRPhpC52w/FWfiagPad9+23VZzu1H62afR9e1//hNfXrljV8ijZPc1IdVBFLAduOD22WwW3/rWt/DDP/zDmJiYUCKvYDCI06dPKzdIs9nE1atXcfr0aaU6Z5y9nMxl6mCuUHh+KtmBvSI/XPFw8Op0OohGowo8aJqmJktWGQSgBIzShUMQAexVK5V5GLgy4wpeJvPhRJxOp5HJZNQ9MUxPTuiclPx+vyr5XKlUBjJfMlRQJvTRNE1NRFy5sY3W19eRyWSwurqqQAqjO+gPprBO6iLo0pDnsj5j2UYPgw27FuuK027ikGyLBIw7Ozu4du0a4vE4jhw5gvPnz6uy8mwv9gUpCGw0Grh+/Tqq1aoqmsZy3uvr6yq088SJE5icnFTREnRBMLMkQSEBQ6VSGRAZcrLl6psgl30S2JtwJTCQ7jLer9frVXVeACjQyhDR6elpHD9+HGNjY+qaJDggWzg1NYUf+IEfwFe/+lVVBMwKSvn+8f7ooigUCvjggw9QKpVUATW6IgnQeU72c75zMqqKbWEVB1uft51b4+MOLHrXVvZ9Zr7+Psg19gBoPh8SVzvQv/M2AKAbdKHr12DEIygfvb2d30ReVXXqv4OtpIbITR/GPjDQCbkR2ezCU+2idDwIwwVEV9vQOwbacc++lN2HMXexjuJnQ2iN3U7n3vQj+t392+nnTuHGzyXQ8wvfiLD69FHM/TcOkLhjGzbYWn9btxv24hmGgdXVVUXx1mo1pNNpbG5uYnp6GidPnlQ+42q1imvXruHkyZNqQqePlNSwjGgAoAYI6ScFMDB48FopTGPeB7oDqLBvNpsIh8MIh8Nq8OQkyQHGGk5qjZrg/1w5xWIxeL1e7O7uKh1DJBJR9TooNuPAyHuQdTpYp4RAgqte3hPvU9M0lRSLIahMILS9va0Eq/LepHuH7cyJkSyLfLZygpa5I6x9YNTK717bQYDGrq9awYecUNg3dnZ2cPHiRaRSKczMzOCFF17Ad7/7XRQKBQVGCcroatO0fnny69evq3Z3u92Ix+OYmZlRhadu3bqFWCymnhv1FHTNuVwulXuCAJcp28lkMadCoVBQfRqAEioS6Mj7k+3AEE9ZjpuAYnx8HDMzM9A0DbFYDFtbWyr0le+EFVDfvHkTKysrWF1dVcfXNA3j4+MqzwlZA7ad1+tVVYPJttVqNcV8WCOVAOwDEDym1CdJNkI+a2tfkW6SjzuQOIyZrRZ8X3pN/e/70msInjmJK7+aAGB5D8W/pstEZRlIXdTgLbQBvc9U5M8ChtuEZniRequAXsAF03V7nLmD59GejMDw7r+EAdNd2P1EAr3A8I16vqFffSTsvoZ/Avb+Q/lCWleq8rter4e33noLiUQCi4uL6HQ6yOVyWF9fx9zcHM6dO4cPPvgA2WxWUb+PPfbYPt89J08OrvL4XI3LSdXj8aBer6vSxEzvS4U7w/HIZjSbTSU+S6VSakUmhWgAFGMgV64c9CORyICwa25uDtPT0/jOd76j3Ch030g3AVegnNxlWB+LLxFAkeomWyPDSnnvXMlKnzjBGO+J7QlgAERUq1U1yMvVKp/DsD5gnaQepNkBH/5vvX67few0IEwc9uqrr+KFF17A1NQUPve5z+GNN96A3+/Hzs4OGo2GYq/4bPhMObnduHEDpmlifn4ep0+fVu4+lv9mMigyRBI0sN/ThcfPdL1f7GtsbEwxGYVCQbkr5L1ZgagEy71eD8ViUUWQAP1qtzdu3MDS0hKi0agS9cr02LxXqyuwXq/j3LlzePfdd+H3+zE5OalCPAEolwfBGBNmMVqG+hNuR2BAoMb3TIYpS12ETJFtdb1J7ZE16siu7zh2OGuPh2w/P/GvytA2dqBFwrjya9Mw3SZWf9SntBCmqx9eOvstA+Hv3ED5h44hmG4hcDGDxqkpdCKHn/ZaCQ8m3uoi8sYWbv3iAuwyc7qnJxVrMsy6YQP1n3wOwT945dDnfpTsvqTIHiZMo9mxEnbHo7DqpZdeQjAYxPLyMnRdx+7urgoje/bZZ7GysoKrV68il8vh/fffx+nTp1XOBroJdF0f0C5I2lb6kCVjwIGTmfqoOeDqkS6TWq2mdAbdblcNypwYCB54bBl+ydWO1+vF2NgYKpWKykVAf7Fpmmpb+oq9Xq8CTKTR+TkjASiKBPZAEycEq/uHEw9XiQyHrVQqijLnIM/BlQp7hqJaiy7JSVWyM9bPH5YBeBjQsZq8dmCQRbHr+4y8WV1dhdfrxfHjxzE9PY2nn34a77zzDjwej8rsyudEdkheQ6fTwdbWlopMWF9fRzAYRCQSUcCDz5sMxs7ODiYnJ5WbjsCR7BgAJJNJJJNJBVgDgQB2dnbU5AtA9RnePz/zer0qSVqj0UA6nVbsHPOoXL16FceOHVPvg1WsyTak5sLj8eCnfuqn8Npr/RXrmTNnVHvwHigY5aTfbDaRzWYB7Ak7dV1X4IOuHClqZR+mSJOCZ6tA2LrwsXNpjBr/HDuE6S6sfcEHSQW4axqmXulBu7WJXrEErVLF7J9OIvOEWyWxonmLOsLv76CXzSF6eQzXfyGJiTfm4Ct0D3X6wG4L7nwfdNeX4zBiYYy/3UEr7tq37c6fX4RhLZluMVMHuv6Pbj+4bxoJYPjEMMxfLj+TICOXy+FrX/saPvOZz6hwz0wmg8JtVfDjjz+uwsuKxSIuX76MM2fOqBUXB0yZSZDnlMIx+mgZWsaV1TB/MYFJKtWPUaZugSs7Xj/dDtLf2mw2BzLrRaNRVXHT5/OhWq0inU4r14GVqeF1c4XJQRHYC+EkYJKx9jRd76csJqMhM1pKfzOBix2I4ApOZsC0E1dagYX1M7v+8KDNyipYP+ff8nPrZ9K63S7S6bRKopRMJhGLxfDUU0/hzTffVDkQmB7eMPqJ1ZgPhMeu1WrI5foZ99bW1nDq1KmBXCh8nswBMjnZV7uzrzCEkxMrmafr16+rjKvMyUCWROp1gH6UEpM+JRIJxdgVi0UUi0Vks1l1j8lkUp1HFtDjZE4GhW1EYGwYBl5//XUVWUSxpgRL3W5XhSdT78GS4dRUMecEje8h+zATU8mEdnb9ddSztfbfh6UPP0yW+evPo5nqt1P8hoHoH7wFUzCdMHpY/PcNrPz07THKBI78bgn1+TDMuWls/GdnYGr9fX0FYP5rdbhyVWiNFqBpMGJhaI0Wtv/2J9EN9BmKzAUdR/5dHZ1oZKh7QzNNRF7bQP6HFlD6dD/EeOErJWiGAc0EwutNuKcmceuXj8K83Y26kf3P15/RsfRvt2B63Cg+OYad5z68tnsY7b5FbQz7f5hQzfq/dWAuFAr4xje+geeffx5Hjx5FMBjE2toadnZ2YJomTpw4gWg0irfeeguZTAaXLl3CsWPHBsAAJ0OyBax+yVwRAJQanD/UIsiVSq/XrylAcSfFk8Aew8G/5cDC1Q1FkJwwXC6XupZIJKJi36vVqvIJyyycPHYkElHKdV6XpvUT9zDEbWZmRg3OMoslALVvr7eXujkQCCCfz2NjY2Mg54QEEZwAmDOCIILta33mwxgnq5vmUTB53VagYQeK5XdMJqbrOr75zW/i9OnTOHXqFJ544gm8/fbbyn3FxFUAVKZR+T6USiU1AS8uLirxIgtpyTwPZBWYOZXuCuYy6XQ62NzcHLgfGTkE7IWBSoaP7w0ncU3TVAVPMmjb29sYGxtDOBzG7u6uSj1PMM++Q5ccI0xcLhe++tWvYnd3F9FoFNvb2+pdJOBlLZtgMKiugeCG9TzokpNaB/ZRLg6soko78CCf9zBwKfvHo9Sf75fFbnYQzO6NYa5kAt3t9MA23uvbmP7ukvq/thhG8agboRUTwbSJdrSfxbKZBK7/bBCJD0II7fQADdj6ARcMT7wfTwrA1dAw/pYBw3eIKU/XUZ3rp+12t0ys/UgMs3/WgG+njvpiCI3JJbhaQCBjohMGSmP95xu9oSOU7sHUgJ7PQHs+gdxj/tsiz0c95dRou2+MhFVMedDLZX1h7Y6Tz+fxne98B+VyGadPn8bRo0exsbGBXC6HTqeDo0eP4pOf/CTefPNNpNNpXLt2DefPn4fb7R4odsRBleCBA4QEEMFgUE20HHwpJCTLAED5tEkl+3y+gXA2agi4ImOIKCdcGaHByYMx+PF4XJ1bajgoEJW1EjjI028cCoUwNTWFcDg8ED3BFWij0RgI+yMwqlarWFlZUSwG96PRBSS1EQRYw5imUYzDMLfXg7bD9ln5m/tZNRPyO4Ypsk5Ft9vFyZMn8cILL+D9999XdTpWV1dRqVTg9XoRDocVcJOalaeffhpf+MIXVMTP7u6uAp50OckoEKAvsJRlt+mKIpvFfWWuBgJMZr9sNpvKteDxeBAKhVSkE5NLMUqiWCyqDKr1en2gVoxkyghyvV4vNjY28PbbbyMejyMaje4D5syfwXZmnybIItMnnxN/CJz5blILYXW5WV0Zw57nsL7j2KB5/+R1eMX/dg4Hs9VG9JvXAAD1TxzF1g+44WoA6HQR3uygXXXDn+vCW3LB8GmoLAPVxf447Gr1028b3r5zxN3Q4M910JwIQG+ZAEwYXg09nw533YDhud13OiaMXB7B9DySf3INvWwO+f/rJ7H+eT+W/qANU9PgrhuIr5jwlHvQOwYqi/3FafJiC55KG52IFz2fjuqMD6UTJvQW4KlocLc+umDivkVtDFupWQdoq6/RzuR35XIZL7/8MtbW1vBDP/RDOHnyJFZWVrC7u4uLFy8qMHH58mWVWIkFhSgqpO95amoKgUBgIDsjKVKv14tKpaIiH1ganCsbMhESRMiQSDIOXBGGQiHFBpDh4ADebDbVCpGDLLfXNA3JZHJgtURGg6W96bLJ5/PY3NxEOBzGwsKCirCgX1oKMsPhMNxu9wB9nc1m0Wg0EA6HUalUAOz5/61RJdKnLK/L+txGiSoPCzLvp1mBLM0KEEb1ZTsfOj8HoMJCKewrl8t48sknce7cObhcLmxvb+PEiRPY2NhAoVBQOhspCjZNExMTE8hkMigWiwqsMnKHK30WswL6AsVSqQRgT2hJYaacXKmVoNZBMg0yRJVgOhaLqaqbfC9kITr2lWazqUqL+/1+FdlBYOB2u5FOp/GNb3wDPp8PyWRSnYd9WbYp+yTfq0KhgFwut0+/Ivsn71cmoBrGKNj1y4NcWw9bf35UTD93Ctd+PjGoPdBM+DMatEoN5aUJFE+aCG34MPFWE75bOfRSEeil+sBxaifHFEhoxT1wNwwEL++gcWwc1RkvyseB4/9iF+XztxNcGUDpx88h+4SJyPoiXN/suw07ERPX/moE4TUdc7+9ispzC+hEXQBcmHrldlRT1AX/pQy2//KRgeJck68bCP3uR1NkSbsvjITdgHrQyyn3sx7LOuF0u11sbm7ixRdfxPPPP4/l5WUEg0Hs7Ozg6tWrOHLkCE6cOIHp6Wlsb2/j5s2b8Hq9yiVCipcDkHRPcGDjSpuFv1wuF5rNJuLxuEruROMqS07wjUZDhabJCR2AGmB5X1zhJ5NJmKap9g0GgwP+ZGviHKrbe70eSqUSNjY2kEgkcOLECQUcCBLsXCO8PoZ56nq/+iTDBlnumYOwBBEUufEerAOyfLZ2VPDDCiYOey0HuWTsvre6chhNwIRrZ8+exdLSEgKBAG7duoWFhQWYpqmYC4ow2Se3trawtLSkQilltIFMlsY+GI1Goev6vgytpmkqsS6ZhlAopP6m1kZG47AQGEXGS0tLcLvd2NjYGBADs/AcXYoysyqZjng8jrfeegvXr19XtUai0SgADPRd9jfJlhE86bqOeDyu3DpWrY5MtGZ1ZVhFs6MYhcOwEA4jcedWeDzeBxGi6TxlHbNfz8MMBVA82X9nmuMm1j7vw/F/0oRrp4fa2WkYXg2mfhtkmiZcbQNdv47Abhve9RyqZ6ew8VkdeheY/dYgF5I970Fjsv/c08/6MftNwNUGXE0NhtdEddFAd3EChlvrZ+F8dxeasfde92ZSqM+YCOzoCKZNxG414b26bcu4fJTsvootpdm5LazfAftdHNbP+TcnPwkmQqEQ1tbWsL6+juXlZcTjcXzwwQdqNXTx4kUkk0klJmNlRZnfgf5dgggAamIn0yBD3Bj9QPbCWlXQ7XarHA0EDVK4xlUShXL0+TIRD6+P1DP3abfbqFaryGQyKtIjHo/j8ccfR6PRUKFwEkDITH50g5BVYGhsvV7HzMwMFhYW8Morr6hB2RprL+9h2HO1fm63ahumN3jQdhAAtluV0g66DwkoWH+D4ZMXLlzA8vIyfD4fbt68icXFRXzwwQdqomfJb5fLhVu3biGRSODs2bMDYJbRD9acEpx8rXkUmJAtGo0qoTC3BaDcZwStMloI2KsfQ+DD3C50n5D9AKC0DmQtstksXnzxRVy/fh3dbhfxeFyVASfQl645ef2ymFgwGESz2cTExISqV2IFwRKIS5Ax7PmNesZ29jD130fN4v/uTeTPPDWQm6ETMXDtryZUwidXW8PCn7Sw/bwfV/7OEUy8YSL2fhFmwIPaXF8o6Sn34L+Vw42/No1u0AeYs4Buwt3QMPvNNrylNqpnJkZey8yvvwJN17Dxd59FY9LAjZ8JKoCz/fzU4MaaibkXu/D9yZuAaQCm+ZEHEcA9Dv88aLC184ePooDlNnYTlWEYKJVK+M53voNMJoOnn34ay8vLCkwsLi7i1KlTaDQaKBaLqp4AV0MTExM4cuTIQB4GXgtZCroCWKei0+ko2p/ujGKxOEDr0r3BATYQCKjVm1wRkZWgb7jX66kKjFy5ScEYAOUPz+VyyGazKqKDSbpY3ZAThxx8qfMwTRPlchnFYlFVGu31eiqpT6/XwwcffIBMJqPuidfLAVkOwsPcU8NW5FZw8bCs4O50AhlGidsZ+5S1DcgGZDIZlQ3U7Xbj6NGj6PV6uHLlChYXF7GysqIYJEZXNBoNfO9730O328WZM2cQDAZVaKdkpFwu10B4KEEwRZWGYSCVSqlka3KlLhkT9kVO3gQIrBhLIens7Cxu3bqlALWm7dW8YbKqYrGIl19+GVevXlVumUgkgkQiAU3TVEQR+y+ZCXks0+yLk+m+ZIbZZrOpEmtJd4Y1LwR/D8txcpALy24/x+7OzE4bR36/AtOt4+aPh/qAQgNMt1j9+0xkz/mhmf3Pd54DcmcSmH+xBb1rIrBdB3ombv78DDqR2wW/vt6Fp9SB3jWg19tozkT65bwBeEtdeIs6GpOD19L60Qvwf/UdzP/7PIygF+ufC6tMl6EtDdPfrQ5s717dRde445Jej7Tdl4RUw1aeB21v97ndMeVx6U546623UK1W8ZnPfAbLy8tYXV3FxsYGlpeX8UM/9EO4fPnyQPgdAGxubiKfz2N2dhbT09NqIKbJ1TfFZOFwWNWkYHnjcrmsVvV0j1CBToYB2FtRkd3gQEdgQxFkPp9XIaXMzcAVVqPRUAmMEokEZmZmkEqlEI/Hoes6isUi4vE4Wq0WSqWSigQgGMjn8ygWiwCgUiMHg0FVmOzSpUsqaoBRIFIgJwfiYc+GA6z1mVuf3bAB+UHaYZgRCZwAexGe9X9re1jbgMnWZN9gcSuXy4Vjx44pESz3oajxz/7sz3Dp0iU89thjKvmTzNdQLBbR7XZRLBaxtLSkzs9JmboguuDIqrHf5/N5VCoVBXJ0XVfgmxlQGaqsaRomJiZw4sQJvPfee6o2S6FQwGOPPYZGo4HXXnsN77zzjtJMpFIpJSol0GH4JsXLZFmYBwPYS2bFKqn5fB6ZTEaFnxJIWwWVw8YlugHlguJOXbGO3b2Zr78PAIidfh7dYJ/BaiWAVur2JL6hI3m5jU7IBU/FBWhAZdnA6o/6sPiVFlzbeaz9whJ8BcBT09EJAzB72PpUEOENE6nvVdANxNT5XK0e3I298xteQHvyDHae8aD7qadw4jc2Ybx7GYn551Av3tYD3eoAL787cN0fBwbCavdcbAmM9hdawcFBiH4Ya2E1wzBw8+ZNRKNRPPfcc5iamkKlUkE2m8XU1BTm5+cxPT0NXddRLpexvr6OXC6HSqWCy5cvY2NjA2NjY2plJjNEEgBUq1WlrZBaBclmAFAggi4UDnhyYOPEwoGcqy0mlNI0TYWAUkBXLBZRKpUQDodx7tw5TE5OqjaxhglWq1UFIgggarUaSqUSDMNAPB6H3+9XGTXT6TQuXbqkSjSz7Q3DUJVI5Ur1bih96zYPq1biTpg0O7Brd6xhx7cybpVKBZubm3jjjTdUzpSJiQmYpolYLIZ6va5yThSLRaWf2Nraws7ODiYmJrC0tITZ2VmEw2F4vV6V7GpsbEyVKKfokswZo4pkXgW67Fj4LRAIqL7Bd6BWq6lsqHxPdnZ2cOTIEUxOTioW5Tvf+Q6uX7+uyoB7PB6kUiklqJQ5MBj15PV6EY1GB1gcqWuiaJhl0JnHgi4VGfYp389RwG8Yo+aAhvtnyf/le+rv5o89i81P90HF3B/vonflOjwAggA0jxfVf/gUDK+JdtQN1+YWTH0JU98tQs+WUH52DtlzHsRWDMTfzqIzG4fG52zzPFsJA9d/MQJTM/qujNvuuPDvvILwvb7pR8zuaxlx4HCCy8O+pNb9rcdttVp45513EIlEcOHCBRhGv7AXE9XQLRCNRhVFz/05YK6trSEcDitdA9APmQsG+z44ln+WVCldERS5MSSOYXZkE1i1k+4CDsxSQc6cESxQ1uv1lDI/mUzimWeewcRE38dXr9dVkiFgL96/VqshkUgA6FeRrFarqniR1+vF/Py8Ai4rKyu4du0aSqWSUuPLgdbqwrBbzQ1zYdj9bV0B8ju6gx4GO4hJA0bnSrEDS/LvYathflYsFrG5uQm/34/nnnsO4+PjeO2119BoNJDL5dButxGNRlW/AqDyKhQKBezs7KioCyaEcrvdWFhYUBFCDAelcJEaIWoZyI4xiyTZOqk9IFvHEGkASmuxs7MDr9eLra0trK2tYXt7WxW4m5qaQjAYVMJmgg2Wn2fKeAJZsnrMXDk+Po5ut4sbN26g3W4rBoKuFLYn+7OdiFICWLvvhj3TYYsd2sPUjz8KFvjqOzjx7duMbnnQpQDTQGhTQ2MSyJ92Y+HaCXQiJvKPx5B6s4fwSgWdYBSJlzbQm0qgHfHAV+jAVe+iOe7fdy5vUcfCVyrIPBVGN6ABrfb9uMVH0u5Liuxhq0s7kGG3j5U6tjvXsJe83W7j1VdfRSQSwfHjx6HrOjKZDIC9FQ4ndUYlSFdEtVpVGfHoqggEAkgmk4jH4wD6EzjLdstEULK4kcvlQr1eVxM0RZcUatJvy6gJiieZSMrv96NYLCKfzyMUCuGpp55SVR6Ze4IqfAAqxC4Wi6HVaqlyyZVKBYlEQlVCDIfDqm7DtWvXkMlkBpL12CXRYhtLv7v8fdCztpsw5XN8WPzMdq6Yw25Ls2uHYYBhFBjJ5/Pq7x/+4R/Gc889h1AohJ2dHRVazEmcbMH09DQ0TVOVWmu1mkp0RjHi8ePH0el0cObMGRQKBdWXeH4pomT2U07knJgZdUSxI697amoKqVQKi4uLeOutt/C1r30N7733Hmq1GoLBIMbGxtQ7AOzpfQjGyZAxIRvdPJqmqSyd9Xod6+vryGazKJfLqFar+1yFds/hIBvlmhq1rdWsIdCOfX9mtlroyQyY8rtuF5P/9CUU/sPnkTtv4Mp/nARME9kngeyTCUADTv5mAZWnZhB5YwulT0RQOaIjcdGP1Hs1tGNetKMacDstdzth4PrPhXDq11fR3dz6WLosDmv3JY/EQS4K2jAXh9VGAQfris80+yWDv/WtbyESiWB5eRmxWEwNqqVSCZFIBGfPnsX09DRu3rypJnsq46WP3zRNJTaLRCKYnJxEs9lUYZIUHnY6HZWgR9P6QjhmIASgXCWSSpZ+bIIdDvjM5nf8+HHFIHAADoVCqmw3WQtN01CpVBRtHI1GlYo9Go0imUyi0+ng4sWLuHr1KvL5/EC6cLafNSROggUriBj1vOTzsHuG8jlan+mDtGH3dTc092EYm2H3zbTQGxsbeOmll3DhwgU8+eSTaLfbuHXrFtbX1xEOh7G+vq6yOK6srChWSvZVhnuur69jZ2cHkUhEfS/FjKFQCPV6XQGLQCCgslfymiQDJu8hEAjgwoULWF1dxe/8zu/gS1/6kgqbnpqaUlFEQB9A1Go1BVSk2Njv9yu3SbPZRCKRUGJUVtxlP5epw+3YzsP21zt5fqP6s2MPxsb+8CKKpx5Dz2/Cn9Gx+D9fx82/fgztuIFuzI/w1SI2f3IBlaU9kKe/fRWB5XkUj48PHGvqZaC7/dEt//1hmXYvOr+maaZ1ogEOL7ocZqMAhh1lLu/N5XIhkUjg05/+NM6cOaMm652dHRUiJ2sN1Ot1FU7JioJSXEhFPWPfU6kUlpeXEQ6HYRgGdnZ2MD09PaA2Z3Y9itnImACDZbyLxaIKHS2VSvD5fJienkYikVB6DdLLZC4YnsdQN5/Pp8omT05Owu/3I5lMQtM0ZDIZ3LhxA5ubm2oA5uArf2SbDwN5diySte0P0gwM64Pcr9vtvmGa5tNDO8Y9ME3TTLIx8p6G3YO1jUaBJLnfiPPbfu52uzE9PY2pqSksLCwgkUig0WgobcHGxga2trawubmp9DR0lVFLwf5L4S4ARCIRzM3NYXZ2FhMTE1heXsbzzz+PV155BTs7O4qpkDVoCLRlbhQAiEajmJycRDqdxu/93u9hd3dXuQOZOwLYc5doWr+kOKM+yPTl83m4XC5MT08jEoko4L+7u4tCoaCqksokaLwGq8BXCnjtFiJ3AgRGsRVk8azH7vV6970PA0BUS5rPaZ+736d94Nb688/A8GrwlrpwffNN1H/yOWz9oP075c/oSFzpIf0JfS8qxAQmXwXi7+TQu3TtPl75w2uvmC+ibOZtG/GeAQnpGxxF+x4EJOy2sbo7hq3w5Db8LBwOY2lpCefPn8fExIRiAZg/gau1jY0NeDwejI2NqW1qtRpqtZoqGNRqtVQKYqDvl/Z6vSq0c35+HhMTEwMRGAzDZOinDEFjhr1ms6nSVUejUcRiMXVsajMo2CwUCgowcFUXDAaVLzsWi6mUyru7u7h16xY2NzdRLpf3DbzWAdLqS7Zzb9h9PuoZDmOi7CZebvcgBmEJhq3XJbbZx9AMAxyj7s/ufx7f7nuKZkOhkBIoxuNxlZk1k8ngpZdeQrFYVKyYYRhKNGmaewmZKPbl8ckGJBIJHD16FOPj40ilUgpEUBdBPRGZMWZTbTQaqFar2NjYwMrKCjRNUxoj9nEZCUEWgu47uiMYPcT/s9ksstksms2mevek5uEgoGa3oLHaMHec3fYHMRHWfQ3DcIDEAzT33Cwu/515aL1+YisAMHwmukHLszMBb1kHDGD5n15C73YhSMceIiBxmHONAg12xzgIiFj97fzxer1IJpNYWFjA/Pw8JicnEQ73tbirq6t46aWXYJqm0lGkUilMTk4iFovh6tWruHLliloNMU8DB2xGd7hcLiwuLmJ6ehpAX4E/NjamQteY2Kfb7arMgi6XS51PpgrmcRm7X61WB1aJZBb8fj9mZmZU/H06ncaVK1ewtraGSqUyUAdDrsTkj6Zp+wb7Yatx+UzkdqOe40HAwzo4PyggIVeWwPD+KyvADttetsudMnPDtpMJy1j1km6HlZUVtcKn5oeuN2oRarWaAhMUNMZiMRWhQVbsyJEjOH/+PJaWljAxMYH19XWVu8I0+yHIm5ub2NzcRC6XG7guea28f2apJDvBzK8EvcFgELu7u9jd3UUul1MMIYWdVuAg21b2sWH6HrtnOYqRsD67O2VRb/84QOIBmiseQ/GHT8NTN+D/o1f7nx0/guKFwWRUmglE/tBSidQxAA8ISFgncMB+AhkGNkatYIec89CrBHk8rsAikQiSySQmJiZQKBSQTqdV2l+WEOdA6/F4cPPmTayvr6sCRKlUSiWq4oqq1WqpY3BiZvEvObBGIhFVx4Dx+2QtNE1TLAXdHsDe5MWslpFIRIGUXC6HmzdvYmdnR5WhlhEpdu1tfR527TZqoLVzfwyjjA8zeUp7WIGEXX8a5fbh93a0ul0bWyeuYe1GRoACRU60Mo+JNfskwQSBbDgcxvT0NLxer4rOKJVKKrFaMBhENBpVeSIIbhmm2e12lV6CmgZZxl5mxozH4ypxWiAQGADR5XIZtVpNFfcik2Kn35GLFbt2kqJRtpvV/TRsLLKybaPGoYOAiuPacOyjYA8MSNi9eNYXTH52EOK/21UB97WbGLj65nHlYEg3Bat0sngXV36MgiBd6/F4EAwGVbVOYFBUydUfAMVgcFvqFKi6d7lcir7VNG2geBIH3vHxcRVmWiwWlXiOWQflaswuffWdPPvDuDNGHXfUBHoQuHmQro0DtrEFUPzbzoaBKmvftJ7Hbn87kKZpmmIguOInmGA/17S9iCJGC3HSZtZV6X6TSdmAvQq3dtdtmqYSKDOSQxNuMmqKOp0O4vE4stmsygTLfZjgTWastGMWDlo42DFF3FZGUwzbfxgQ5P+jFj9Wc1wbjj3qNgpI3PMU2XYThZ0v+E6YiDsFEbRhgwWjHLjCsSZgkj90L2haP0HUxMSE2pdx8MFgUPl36UogI0HamOJOKbI0TVP5sVlMiQCC+onx8XGMjY0hl8vh7bffViWSWQYcwIDrwnrfdkBs1IAoAZjdpMVJQh7XOjDbPS+7Qdc6uD/MZgURNGsbWNtn2HbDgAf7JEGAXQ4EHk++b2QErAXaeB5O1AS01N6QPSBgtiZukiCB4mSeh/Vo2O9ZCI592zT3aomQZWC4J4G0vD8ZQSJdbcPa0dqWwxiGw7JGdkyG3bO2O9YwcOKYYx9Fu6/VP/n3qNWs3f9W+nfU8bm93fcHMRkSSMjBj3+TquUACewVIOIKj2CgXq+rBFYyvp4DNSlbWfmTwIHH4IDNSaHb7SKbzSKdTqvsgtb7HjWYWtvyMLStXUKdUc9KfmYFknbbyGt8lJL32PVHu3sddT9278GwbaxgTX5nfd6S/ZJggoDW7vwEKvycdVSY00ECYnkevhOc5FkThn3TCsSZqt1a52JYG0oGwboQsZvI7QCq9Rx2ad3t2tzueztAaGePSj92zLEPw+45kBg2SR3kvhg1AcljHma7gwYr6/VwIJRuBv62DtDAXgZJfkcFO5kLnk+GjxIo9Ho9lVWQ4IIAQv6W1QoptLS2hRxwhwG2Ye0wamVm154SsNixHKOAjN1ztH530Er9Qdph2Bz+fRhm7aDJatT52EaSteDnsq9SI0EtgtXk5/KaCYCtAITHtzIFjGCSAEMyDjJc86B2k9/L6xrFHNi12bBxYNj7YQfYDvrbekx53IexDzvm2Idp97xol91LNGxlxe+GfSbtoJfTDmzYqbglcOH21gHYWrZbbs/BVNM0JUKT/mVStLLsNl0VHIBlem0JIAg+CGgIRGS43qj2s9tG3qPdMxp23GHPQW53mGdymM9GMVUPi1nbaVRby8+s+9LsQIW1D1vPf9D+0h2naZoKPR4Gbqzsh9WtQfDAd8EKFgjAuZ0EzxKYy2uXDMdBbILdNcnvrP/L7YeNJ/JZHRbw2e0zbLHysPZfxxz7MO2eZrYc9nIOGwRHTUSjVgHDtrGuWEatSKyTAgdFCimtk5uckPm/9BPzf5nAijoHa/Ev699cuXEAJuiQiXeGMQjW9jhokh/FKAxjfayshN3nsi2HTZoHXdPDOAjbTejD2s362UGAzfq/XUKsYfsOu0b2T1kYzgqCuY/8385tJlk36ZqQrgsCBQkgJNCwayO7iX0UGBvFNlj7LO/LCiys245qy2HXa30P5fZ2x3fMsY+q3ZdaG6O+GzaRye+sfw87xzCgYN3HbvC3bsvBhxU9rasoOUBZr4dAQrIZBA+tVmugKJcUZAJQmgirSM0OOAybcCWAGjYQHoYdGDXRj9p+2Erael2jnvtB7MaDMjlJDANTw7a1bmOd3Oz60rBoDruV+rB3zgom7CIu2KcpPLaeSyaukgwZgYL8juDCep3DTG4vza6/cHu7Pi+jr0aNK8OOMezahrEd1u3k94459nGye+raGLZSttvObptRK7thL/dBA5d1spP/W39kuKZ1/1H3Zf2cIII//J8DsQQSEjwMM7vJSn5n1UnYMQvSzXMng+BBbMSwa7Fud9Ake9jreRA2ioHg39ZIDevfcjKyAwujJkDr3/J5yGcvv7OCCQp+7cCE9f6sWTDlj1U0OYx1GHZ/o1b0dgDCur+1j/Na5P92bTdqbDmozWUftmNEhj13xxz7qNp9Kdp1WJpylNkNJsMmtTs5nhwUCBrkZ5KZkOeX57OCDWk8LkVm0r0ha1zI7Yddq92xre1iNxGPYgWs29oNmgfZqAnPOqFZzz1qMnnYBmErCDpo1TvsGDTTNPdFQUizvkOyP8rv5XHlNsOAhtTY2PUP+Zl0ZRwGQFjv1TqhSyAr7/OgfnwQYBs1mdsdz+6ah40t1nuyY0ms7S2P+TD1Ycccuxf2QFwbd2OjXka7iegw+8ntuY8VFHA1ZzUZNWG3spefMZROiipHDcD8/DAUqnVlNqotRp1v1D7WfYcN0NaJz27Csx7vMNs9TDZq1Wq9j1Hsgfx81GQz7BjyWqwTp+yvMixZgpFh4Mfu2qTgV+og5P1YAaP1Ou0WFMOA0DBwOWxbea1257Zrt1FmB6atzNqwsGiHiXDs42j3JY8EcDg24k5evoMG3oMms1ErH8lMyNWdXFXxOzkwDxuwreK0O53MR21vxzbIz4dN+naD3qiVtd1Abrfqs5s87AZdOWEMe04P20Bs1z52wED+Buzbzvo3/z/M/Q97FnK/g8DEqNW4/EyCB7v+aw05Hfas7Y5tfe6jmIQ76aPWd39Ue9ktAOyu9TBtbrfPYd93xxx7lO2euzas/1tXz8NeRvki3gm7YR2MrAPKqBee/8uXn+WR5TVLQZmdIt0OSIyaYOxAzahJ5CBgYbcqsraBlSK3G9Ttjjlq0LVr+2H3chAQfFjNrl8N22bY/zQrMJX9btgqfxhAtHsWAJR4Ul6r1fVhvS/+tvZv2U+sLhmew3peeS12E7A8/0HtxvMeBpAPG19GjTmjAOGw523HpAxjhxxz7KNq9w1IDPv8oMHgoG1oB4ENMgjA/mI+wyY66Uu223fYKm/Ud/L41snbCgCslKrdPqOu/yCTx7MbKO0AyYdpjwpoOOh7K1g7COjZHWcUQBj2m9tbq65aJ0SZ/MwayjzsfoeJf4ddqxRz2t2H1aw5XYYBbTswcSfjwodpB71nhwHQjjn2UbT75tq413bQSll+bpead5gxFPNeDQqjBqdhA9KHfS0HDXzOgHg4Oyx4O+znh52YpK7nMNt8v3anx7K7psOs1O8WIDvmmGP31z4yQGKUfb8TsTN4OeaYY4455pi93asy4hkAqx/6gR37uNqiaZrj9/OETh927EO2+96HAacfO/ah2tA+fE+AhGOOOeaYY4459vEw+/y7jjnmmGOOOeaYY4cwB0g45phjjjnmmGN3bQ6QcMwxxxxzzDHH7tocIOGYY4455phjjt21OUDCMcccc8wxxxy7a3OAhGOOOeaYY445dtfmAAnHHHPMMcccc+yuzQESjjnmmGOOOebYXZsDJBxzzDHHHHPMsbs2B0g45phjjjnmmGN3bQ6QcMwxxxxzzDHH7tocIOGYY4455phjjt21OUDCMcccc8wxxxy7a3OAhGOOOeaYY445dtfmAAnHHHPMMcccc+yuzQESjjnmmGOOOebYXZsDJBxzzDHHHHPMsbs2B0g45phjjjnmmGN3bQ6QcMwxxxxzzDHH7tocIOGYY4455phjjt21OUDCMcccc8wxxxy7a3OAhGOOOeaYY445dtfmAAnHHHPMMcccc+yuzQESjjnmmGOOOebYXZsDJBxzzDHHHHPMsbs2B0g45phjjjnmmGN3bQ6QcMwxxxxzzDHH7tocIOGYY4455phjjt21OUDCMcccc8wxxxy7a3OAhGOOOeaYY445dtfmAAnHHHPMMcccc+yuzQESjjnmmGOOOebYXZsDJBxzzDHHHHPMsbs2B0g45phjjjnmmGN3bQ6QcMwxxxxzzDHH7trcD/oCrKZpmnmfzgPTPPhUmqYduA2Pc5htDzrGYc9rmuaHer77YaZp3v0FP0J2v/qwY/ffPi592Kv5TD9CD/oyHLsHVkEha5rm+Id5zIcOSFhN13Xoep84sZuwh03AoyZKu22skzInauvn1nPLa7I7Lq/dMIyh1yHPZ3fddtcmTdf1fee2axf53aj2+X5BijxOr9f7vo/zqJvsG6OepbXdR/Vlu+dzWHA46v2R31vPP+x/9i3ru8DP+Pew907uZ/e33bZ2fdSu/ezeu1HtIY/F3w8CdD9o8yOE57TPPejLcOwe2NfN3139sI/50AMJaQdNqNZtRw2So1iEw0ykdhPDsM+GHc80Tei6PvA9/+e+HAwPGuyGnVdue6fgynouu2s4LLPjWN8O8wzswKsVaFonXPn8RvVd63Z2/fegfazbDgPU8vdhgY8VlAy7NiuIsTMJIkb1b7s2k8d3wLBjjo22RwJIHNZ1MGwwOGjVZTdojRrU7X4PYzDu5HMJJqzXIAdXgg3rAG69HwlKDmIqrJ8PWx3L7x27Nzasv38/rjhrP5eswWHeK9lf74StIiNHs2Mm7ADSYa6H2w97x6zb2v3Pz+zM6eOOOXY4eySAhLRhq+9R24xyIdjRsXbb2zEF8vz8kW6GYUaWgSsmK2iQP6Zpqm0Nw9gHKHgMu/uQx7e2lbUdrH8fxoYxIA5LMWh2oNP63UFuNvm3Xf/kfqPcAaOOO2y7Uddud492+8jj27n9rPciwYGd8XsrmzdsW/lbvh/W+5bX5PRfxxw7vD0yQOKwtLp10JX72g2cwxgH6//WVY91hUYth9vthsfjsR2Q5PV0u110u13b48j/DcNAt9sdABMSUFhZh2G+Y7v/h01Q38/K17q/AypGuyqA/c9tFCAb1V+t4NB6LOsESpeZ9XpGgeKD3jc7QMzveD67fmp371azA1uj+pd1wTAK2IwaIxxzzLHR9lADiVE06p2snofR9tbByG6wsfuR3xFAuFwuuN1u+Hw++P1+eDyefeeULEG320Wr1RoYzDlwu1wudR5uZwcmer3ePheHdcC2mzwOM1h/WIOoMxAPTvDDVviH6cd2k92o9h3FDFh1NxLAulyugX496rzWfs1tre65brertAbW8x9m8rYDSXdiw9p3GFA6LCvnmGOOPeRAws7sVlx3+tLbDR52gy7/56Aof0sGwuVywePxwO12w+/3qx8ZsSEHXNM00el00Gq11OAqjykH4E6nA13X0el01GDc6/VgGIZybUhwYHWZ2A28dhML20G2idUOopvlsa00tmODbSOZJH43arU/6pijWDjr8fgMrcyXBA4EEgTHLpdrYH95HvY99mP5HhGESLDMfazXa71u7sfvDmIK7QCwleUZ9T44AMIxx+7eHgkgcRgaU257EF1J4+fWyVtuaze4coCVP16vV/0OBALw+/1wu/vNa2USDMNAp9OB1+tFt9tV10DgIQfgdrsNTdPQbrfRbrfR6/X2AQoJVKyDtR31Le/djt61a7fD2N2ssj/qNqxf3QuQZXce6/sg+7oErxIU2/3Q5OQugbG1v8lz9Ho922uRbJodqLLqkqRJVnGUa0Nua3cc6/bDxgrHHHNsuD0SQIJ22FWu1f8pPx/1P88hKV6Xy6VAggQQZCAkiODfPp8PXq93gJGgK4LuCA6yViAhqWGyDvK83W5XAQr5w4Gcg7b87CAf8rBVrbVdZPsMO5Z1W8fsTa64R21jN5EOY5Gs+/J72ack8yCBsfVHujVkP5baHwkkhukXeF4ry2Z1y0kwctC9y/u2A9B3AgDswLX1e8ccc2y0PVJAgma3Chm2mhhGFx+0MuHk7fV64ff74fP59rEQElR4PJ6BCd/lcqnB0goi+LemaQNaCuuAa3V3uFwudLtdeDweJdbkD48nWQx5/sOACbv2smuru3EnOTZoh3FjHMa9NOpvCYoPYhz4vbXPSZNRQtZz2fWHUWJN9lXZP+36orXvjgIX1r9H7TfMPXo37iXHHPu42yMJJOwGE+vK5LD7yUGQ+0sQEQgEEAwGEQwGFQthdW/IwZgrtl6vh3a7jXq9roAEozR6vR50XVfgg9cgV2RWsRv/JmiwAgnuYxgGGo0Gms2mWvnJ9rGbCOzMbtVrHejt2tbOV+3Yng3z5x/G7MCzFTDIv7kN+yoBL/us1W03zMXHPst+NoyBsPuffxOkyOseFokk74XMmhVwHKZ9R5ldX7YDE04/dsyxg+2RARKjfKIHreaGDTzWQXMYiAiHwwNAwkoNW1NUkxWoVqvI5XJoNptqEOZg6HK5EA6HB7QUUiEvXRpcLfL6er2ecnMQpPA70zSVq6Verys3CAflg9icYRT6YXzMdvs7djhXBLcbtc0wAGz9W7rOCFg9Hg98Pt8+IGHVTEjjBM/IoWazOTDZsx9bXXLUVFjBtTw+GTMCBf7mtbhcLnVu9nNek3Rj2LWNtQ0P+/4fJp22Y445tt8eGSBBG+XL/34mLg5eHHADgQDC4TBCoRCCwSACgYAagLmtHPilC6PT6aDRaCCXyyGdTqsBmEZgUK/XEQgEBtwiPCbDSE3THAARHKgNw4Db7VaDPY8JYECzUavV0Gq10Ol0BtrITkNi1UtYB1q71aCzYjvYrLS9tS/IZzHKtWRdRfP52D0jTdMGdDter1f1besEb2Xl2Je73S6azSbq9TparRba7ba6Zq/XC03ri4A7nc4AcCH49Xg80DRtQC/EzwiIJZAgU0eWxDRNJTKWzJudm2IUUzFs8WHX1/kuSe2GY445NtoeCSBx2JfZOsgOG5ztQt848Pp8PgSDQYRCoQEQQY2EddCV1CwHu1arhUKhgHw+j3q9vi80jgNUu91Gs9nclz/C7XYjGAwiEokgGAwCwICLgwMdgQRXhtyGwISDcq1WQ6PRAIAB3YRd2wxjK4Y9g8P48R0b3iYH9W3JwllX2dLlZe2XAAZABIGEBMOSRZD9odfrKeDQaDQG+rD12qT7jMdrtVoDAILAg+exsmu9Xk8BB6nlMAxD9Wsek+yEfLet9z1KDyGvfVh7O+aYY3dmDzWQOIzuYdh+diaPIwc3KTajO4Mgwu/3qxU+B3Tp05X6Bznw5nI5VCqVAb+uFdxI0aU0l8ulXBKGYSAYDMLn8+3TTNjR2BJIWHUc9XodzWZz3zlHtbOdy8NuGzs3iLOa65vdRGcHeA97DCuIkC43a7+gW8MKIqzuOP5mX+90OiiXy6of8pgEsWQHCExp8u9mszngLuRv2V/IXPCdktcIYECD1Gq1FLtmFWiOajPrddmZnV7C6b+OOXY4e6iBBG3YiuxOXRty0vV4PPD7/cplIRmJQCCgckEQbEjhlzW7ZKfTUexCpVJBtVpFrVYbEEFK48BoTSbFCYIrQut9+Xw+AFAuDB5bTgw8l1wNSj+2YRhotVq2q7dhE551kB0mUrNzezg22h03yq1hfR6SReOzpojS6/Xu0z1wH2u0hrU/Ehjouo7x8XF0u11ks9mBEGL52wpCrBO6/L/VaqFSqai08fJdI5MmQYGMGgEGdRbyc7pZeI92gHcYuya/H9Z3ZXs7gMIxx0bbQw8kRgGGYStfOflZBxgOZl6vF+FwGJFIRK32pW+XVDAHLmuoJX+azabyI9OnLCdq6+pP6hkoyuR28rqHTfherxcABsCBNO4v6WuZVIiDtlxpyuNbwZr8fTf2cR+I7xRc2W0/yqUhGQfp3pL93RqdYbVSqYRSqYRAIIBut6uAajAYHMhbYgUnXq9XuTbs3jmg39/q9fqAaFhmyuQ2NKlB4vXL+2WCK+ni4Psij3lQ245y6dm9A4455thwe6iBxJ3Sv6OOwb85+MqIDMlKABgYkOm+6HQ66oeAgvRvo9FAt9sdiLLgPhzUpTKd7IYc8OXfwKCvulwuD9wLwYRsF+nDliBDshfUcViTAcmBeJRJWt16frvtHLuztrC6L/g3v5M/0qVhDUmWYEOu7CWzRzeXz+dDsVhUYcrMm+L3+wEAjUYDHo9HAQbZzzRNg9/vR71eH7hH6V7hPVSrVcWe2IEd3rN00fAc8n8A6j2UjJ4dSLBjIOzaW/7/cQa9jjl2t/ZQA4lhNoxal99bTfpq/X6/ElPSjSEnXB7DCiLon7WyBs1mUwkko9HoAP3LgbPZbKJWq6kBvN1uK2qXv3kNVKkD/cmfUR9STe7xeNR+VuOqUmo/eCwCIbZRu922BRF2bM+oNreaMyAPt8O2jZV6tzIRstIsJ2EZFSGBMQD4/X4lbNR1HRMTE2i320in0wP9yu12o91uK9ceRb+9Xg9bW1vY2dlR0RQMKeVxpduObBvvt1qtKhcMtRjSrGyEtR14P4w+oVtRml2dGTtWx66N7UCHA4gdc+xge6iBxGFcF6P2s37GAYyRGAy9lAOaNQGOdGcwIoM5IIC91b/H40E0GsXExIQKjZMDe7fbRblcRqFQUFSy9PNyO3m9MkkP81JwMqERYJAF4XX3er2BsFJOPn6/f0CsxmPbsRLSf29lIQ6jV3HAxOEmItmmVsZHbiPdFHJ1L7OsWsGj2+1WrFssFkMoFAIAFRZcLBYRDAYV6GV/SqVSSCaTCIVCyv1HEfBrr72G69evq9BPgoJAIADT3AtXLhaLaDabAyxcvV5XBe3IPsh7JrC2ulL4fvR6PVWjhv1YAmO7Nh/mxjjIDWLt5449Oqa53dCDQfQeW0Lu8RASlxrIPNmPgJv9g1V0NzYf8BV+tOyhBhI0O63DYQdomtWlEQqFBsSUXPnLFTpFaPJvDi4cXGu1mlKbR6NRxGIxlfaa55SJokgH+3w+VKtV9Ho9hMNheDwetcpj6B2BC/fVdR2tVmuA0mb0CQEEV3McZDmhyFUrV6a8L+sPP5dm9/9BrIVjg/kJ7FxCw2h5sk/c3goghmVZldFHlUoF4XAYPp8P8Xgc0WgUzWYTAFSelEKhgIWFBezs7KBarcLlcmFychITExOIRqMqooL9PxwO4+zZswgEAtjd3cXGxob6nNt2Oh34fD7EYjF4vV40Gg30ej317sXjcdW/pWaC963runoPpatG6jyo0ZCAeJjOZ5j7bdjzsnsujj1CprtQ+CvPIHfeBDTA1EwUT/lh6rfH9YDvAV/gR88eCSAB7F8hcHA5jEiKA490afj9/n1iSorK+Hmr1VJqdh6DtS5CoRA8Hg+CwSAajcbAAMTEOrxGDvqGYSgmJJlMol6vAwBisRiAvpuhXC6jVCqhXq+jWq0qnQUjTHi9dGv4/X4Eg8EBQRyLhkkXCVXyUulvV0H0sDH60qzbyWf1cV7RyT5qZdHs/qfZtZtVXDkMRLB/5PN5RCIRJBIJRKNR+P1+xTxpmqaKy/l8PoyPj6PRaKDdbkPXdQW0CYg1rZ8votlsIhgMYmpqCnNzc1hdXYWmaSgUCjh69Cg8Hg9qtRq2t7cB9MWaMlul3+9HKpVCIpGA1+tFrVZTbkGXy4VAIIB4PA6fz4dKpYK1tTV0u13FQEgwPKwPD3sOdn/bbfdx7q8fFdP9PuTPAqbwkGkdDdAB021i60em4P7BSUx+aQVGuQLj9jgM3QVXMo5eLg84/eCO7JEAEsNe7oNcHnLitLo0ZEVPgghO9ABUSKcswMWBSoZu0o0A9IVpjUZDDXSclDnoud1uRCIRtcIMh8OKkeAqjMCAuSioz+C9EjwEAgGEQiGMjY0hHo+j2Wwik8mgUqkMsBbUdsiMfZLF6Ha78Pl86lrlue5kALZ7Lh/3FR2BmfUzYLif3vodJ2HJRBDosm9b2Yh8Pg+/34/x8XHEYjF1DGoKyBJI9kIKLNkH6OoAoNwYFGUCQDwexxNPPIFCoYD5+XmlrQiFQuj1eiiVSgCAcrmMYDCIWCyGSCQCv9+PeDyuAAzdH+yf7XYbsVgMy8vL2NraUiwKt5E/BBPsu3btfBi3m9WtRHPSZj96ZrbbiNwCSicAf0ZHbMVA5FYNnagXzaQb/mwLnhffRO1HnkbxmAfjb9XhyVRRfHIMu88A0981EX0rje7N1Qd9K4+MPRJA4k7MOhBw0mThLbIR9PlyMiXTwEyQlUoFABCJRAZEikCfvahWqyrskxMG4+VDoZBaGZJalpO3VL7T18scEbquIxqNIplMqlVkNptVbg7DMDA2NoZUKgWv14tkMomxsTHFbvR6PVQqFTQajYEEQJ1ORwEiDprUjMgUxda8AcMYiYNAgnUl/nE0u4mJdti24XZWDYSMEOJnDN90uVyIxWIIh8OK3WBeE+p12B/IYJHtYi6UbreLUCiEeDyOTqeDra0tVCqVAQ2RruuIRCJotVrKXebz+bC0tASXy4VMJoN0Oo1Op6P0EgQtZD8I3IE91oUsBt+B7e1tdU1WMEGWRmqarKyY1UZldf0499ePipndLib/9fuYmhwDKjX0dnaBT5xD4bgXk7/5BjJ/7QLaF55HM2XC8BrohINY/BdrCG1GYD7nw9anNGQfn8Xyf1foH9DlQq9QeLA39ZDbIwEkhq0g5Hd2rg4OwFy9U3QmM1VylcZBihN3u91WIIIuA2oput0u6vW6Cvvkd6z2CUCdlyp1MiGM/GDKXwCKFeB9cbBlrQyZYZCizkgkgna7rQSectXmdruVKC2ZTKJWq2Fra2ufG4PXzVWdZFnu5tlI0OEMxvvbYdQkZdeG/NuaB0L+TzDBLKzpdBo+nw/JZFJpZlgro9vtqj4NQLnkZDRSt9tFqVRSLF21WkWhUFA6h3q9PpDbgf2U4ISC3l6vh/HxcQQCATSbTeTzeXV8Amm63iRryGNL5s3n82F1dRWlUkntK0EH20EWpzts/5OaFKtJfYtjj5YZlQpwezEIAJ2wB/UZE71nTmPqKxsoPT2D0JaGzIX+971cHp7tGIDJ/vZRA3C5kPuxU2hHNUz8s5cewF08OvbQAwk7gdqwbayrZpfLpWpncKCVdSjkwMacDc1mE8ViUbkkrGKwdrsNj8czwBBw1S+/p783Go0iGo2qwVYOvJLSlVQ1r5FAIBKJoFgsqsHV5/PBNM19eo96vT5QnGt8fByTk5PIZrOo1+tqVScFpNLvbBdKaic6sxMHWv8e9dnH2azuN/n5sO05sVppfenWSCQSCAaDaLVaSv/A5E08JyMfyKTR/dZoNGAYBvx+v2Iuer0e/H4/CoWCYt8AKB2EpmmKTQiHwwOgVLrI4vE4jh8/jmKxiHa7rSb/crms8lZQqFytVhEKhRQ4km0gdT9y4WAVosoIkYNEwFZ9ip174+PunnvUTQ+FkPkr5+CtmDjyxQJqx6Lw3jLgK3YRvVhG5kJq+M4zE+gGgJ4XcM/P9SM9nPHM1vbD8IfIhk1Yo8yqdKfmgBEazFjJwZUCx2q1ikqloiZj+oNl7geWAyfDwXPwmJLpYPVOxrxzxcZBzypGlDH4BBJkFRKJhFqZUc/AtuF1Us/BAVfXdTQaDWxvb2NnZwfNZnMgmZYszUyK2xpK9/1EZTg6iUE7jGjVuj37B/uZNfyTP9VqFcViUYUmM4EUAaumaaqSbbPZRLVaVX26Wq2qvqNpGoLBIFKpFGZnZxXYJcgmKOf1sx8T3ALYly3V6/ViaWkJc3Nz8Pv90LS9iqGmaapr57tHMM9r5P1EIhEFkGSYqhVMyIWCBApW8bVkVazPSJoDhB9t6zxzEoUzJgw30Iv6oHUBeD3wbVegtQZzkCBXxOyfGnC1NJgacOVXEiieNFGbM3D1b8xDF244xwbtoWYk7NwV8rth7g4agQQHOg5CHDy4giuXyyr0Ux5XaiO4imeCHms5ZgKGeDyuWAI56DOFNq8L2MtZQUZAZrskY2IYBsLhMMLhMAzDGAgtpT9bZuYkWCqXy9jc3EQ+n0elUlErOa5YdV1X1+Pz+ZBKpbC5uTmQRdPOZyz/HwYWnMF30Oza0Pr9KBvGQjASiZkpPR6PSi41MTGhAEQ4HEan00GtVkO73VYTssvlwu7urmIl3G43pqamcOrUKZimOVAxlsmk6Orj9XBCJ5sh75VuiGQyibm5uQGdBAFFrVaD2+1GsVhUWiaCaADqetkXCeDZT2UOFQIbMoQSqNtFzNjZYV1Rjj3cpkci0BZmsPpZHwATPW//2fsKbWx/YRpj79bhWa0O7NMrFBC+WgA+MYbk+xpKx4Ge30R4TcfcF2+ge/t9cGy/PdRA4jAv9TCamJMzV+gsAy6LBkUiERVqCUAlndI0Tfl6Q6EQDMNAtVpVrgld11VhLlKpgUBAhbYRrDDdsFTJ81plumpOEIZhKGqZ+9HdEAqFlJ87n8+rwbVYLKrBlX5thtWVy2Xs7Owo4WggEECn00EsFoPP50M+n4fL5UIikcDS0hJ8Ph8KhcK+stF27XsQ4+AwEXt2EIgYxfxINkLmULBGa2xvbyOdTqswzk6ng0ajgUQigfHxcbhcLgUoNU3D2NiYSpFN197k5CQWFxfh8XhU5U5N0xTjRQaPAJj9OZFIKDcdXSTUU1DUefz4caTTaRQKBeXioMiTOU8YacR+T/BPZrDRaGBiYkL1fwJhq5tjFMtAcG51ZxAQWcOfHXv0THO7sfOLZ1E6YQLoP8PmuIbOtheBtRKm/zgDIxW1zSdhevtTYv7x28/eBPQ20E3v3K/LfyTtkQESwPBMl1bfphxUJJiQ6YO5iifFHw6HEQwGFZULQFG7PAZ/023AHA8ej0fpIcgY0NXB89Dt4fP5BoSRpGO5QpQJrkhFM0W2y+VCqVRCoVBQGgpgL3kRr6lcLqvBlwmuZBSGpmmYnp5WLpdkMgld11VugI2NDbWas0ZvyPa3G6QdAGFvowCXbDfrylnXdcWKBYNB1Y/ZpwkgM5mMymLJiAm6DViQKxqNKhcEwaKmaahUKiock+8E3V10/fEa2J/o4mAf5LvCJFMEHZVKBVtbWxgfH8f8/LyKKKK7ke476n/IbhAM8RoqlQpKpRJisRiazaYCz6xSKt93iqDZnrKd5bOwPhNrJV75PBxQ8WiYKxqFeWQO5SN7n2k9wJfvP79uLAA96EV9LojwtT0Rbes/eAalJQ+mvp3H4pcaWPnpfij01PdM+AotrP9Xn8Tir7+9l3PCsQF7qIEEsD8SwCqEki+61edJQaQUMLpcLjWIAXvuBaAvGmNyqFKphFqtpiIlOGACey4PhruRPuYAysmaVC0ZEF4HQ9/kKpPX5vV61cAYiUQUsKGfWtM0lSo7Ho+rkD1Szu12G41GQynx5f3J9vP5fIpudrvdaDab8Hq9mJ+fRy6XQ7W6R/sNA24HffZxN+mi4v936uLgSpkhwdQzEFDI5+vz+XDq1Cnouo5isYitrS0Ui0V0Oh0FaGVOFeaEoGhSZjvl32S3AChQy74i75ERT7VabYBNY56IXC6H5eVlbG9vo1qtKtExdUME4MlkUiW/0jQNtVoNm5ubuH79OprNJsLhMCqVisoi2+l0kMlkoGmaCoW+fv06stmsYh6sQO0glyg/c/rzAzbdBRi9g7e7bZrbjfQvnBlgImACroaGiW9nUDuRhN7uojkZhGl5tl2/jm4/ezzc1TY0ww9TAxopHe2IF52wCc390E+XD8zua8tomqYDCJumWT7EtocSPw2b0Dh5h8NhNWiRiWC9gV6vh0ajAa/Xi3g8rtJbM759d3d3QKQI9Ff/tVpNidmYYIdhpHRp8Nxc9bOuhzwW3RYc7CgMJQUdjUYRDoeVUJOTO2ljfler1dT9NxoNpZonoNB1HT6fb2AiY+6KaDSKUqmkmJWJiQnMzs7ixo0bAxEgh3FnDHsmH1ezo9EP2h4Y7PvMCTE5OQmfz6dEimQq2O9isRieeeYZfPrTn0Y2m0Wn08Hm5iYuXryIdDqt+gjrbdD1Va1WYZqmChelMeJDsgxSmCnBA8M4TdNU4mS6E2u1mjp3IBDA2NiYigJJJBJK69NsNhW45/vXbrextbWFa9euYXd3F7FYTLENtVoNkUhE9d9wOKxci7wvmXFW3tcojY+m2deccez+mvb0Wdz8ixEc++fr6K5vHG4nlwvVRUAzgPCqjsakicgKELvVRu1EEoZbQ22hXyPJXe8Bna7tYfRyHbErMXTCGiZ/6x30zh+D6Qrixv/5DKZe7sH/x6850RsWu+dAQtO0fwPgrwPoAXgNQFTTtP+PaZr/6EM+j/qbboBUKoXp6WklNmNYJgDlnqjVaopWpStCqrqZrbJaraLVaqlyyBR+yVBOhpxJNwgFYBzA6OuVojVm1yQjIcP2AoEAarWaqlQqB3GyLzL3A8VmkhrmAC1dFQAUXd7r9ZQbJBaLYWlpCel0Wgna7mYgHSbW/DjZQSJUa5+1Uu6cUBOJhAr55bPnc+Qk7vF4MDY2NpDdcWlpCclkEu+//z42NjZUJAS1O5J5kO6zRCKhQChZMAp1NU1TjB77H/UTPB6zxFKcyYyt9XodoVBIgWmyg9QHAUA2m1UMWS6Xw9rammIX+L4ahoFSqaRcclNTU/D7/YrBYxVeeV0yc6Z8Dla3qJWJ+Lj23Qdtm5+NohsyYPo8h2YmzHYbS3/UF0RqL72D3f/0eehdE3qrByO6N9WFr5WgZfIofO4INAPQLYcun59EO6ZBbwNGvQ6ta2D8lQJKxxPYesGFo1/1wmy1PtT7fdTtfjASj5mmWdY07RcAfBnA/wXAGwAOBSRG+TilWf3K4XAY8/Pz8Pv9aN1+6H6/X7kSAKgBTe4rXSBkGrrdLorFInZ2dhQdnEqlVDgbB2MyEu12W7k05OTNCBGK0GQIHbCX94KiM6v7g6mFGUXC+6Bok/dOXzaAAZW7vD5Z7pkpjbm6JACTeSlkEis7c1iI/WZlcvjZMDGfnesuFoshkUigXq+r0F/mU6BgV7oe4vE48vm8cof5/X6cO3cOk5OTuHr1Kra2thRDxvTq4+PjmJmZwdTUlPp/fX1dMWME4Z1OR5UUlxFQZMxYIE4WvuM1AlB1M6anp7GxsYFsNquEoNQKlUoldDodVCoVZLNZ7OzsqBLljUYDGxsb6p0AoN4VgphWq4VIJIKJiQmUSqV9kRvWdufzsAMQclxwAMX9M/f0FLr9tQ+u/eoU4lemkHr/tqv13avDJ3HThPbdtw88vtbp4vrfOgrDa2LyZROxb1zGzs+cHLp9N+yFW9eUt8Sx/XY/gIRH0zQPgL8I4J+ZptnRNO3AR2IdUPlbDgx2Pmau4k+ePImlpSXU63XU63Ukk0nlcuAxpDirWq1iYmICwWBwgP4EoFIBu91uFAoF+P1+JJNJRKPRgRUihZyyJLjMxEehGuloAEowJ+/BNAcrjcoEQYlEAgBUcqlqtYpqtTqQHZADeTAYRCQSUVVG5fEIOnh+r9erqHK/348jR45gZ2dHJeeya+9Rz80ZeAdXuwexM3aAIxQKIRqNKj0CJ1yZ64OTKtNQb29vD1TE5H6pVArLy8uo1+vY2tpCMBhEOBzG7OwsZmZmEIvFYJom8vm8yuwqtUB0DZLNYNbJSqUy4IYhsJARFXStEbiOj4+j2+3i5s2byOfziEajKqqEEVJMU69p/RBWRiwxKoSsHYCBnChMCz4+Po7d3V1kMhl1HXbPhf9zG6tbw+4zx+6t1Z6YRztxG4j6TOTPAflzIcAEJo49iegXXx7Yvvu5p9ANuhD800vI/qWzMG7PavVpE7HrNifQNfR8JqABehfQImEUT5kI7GjQM0W45iMA9pLzeSpttJI+mK5+P9n95QuY+rMcjGu3YHba96IJHjm7H0DiNwDcAvAOgD/TNG0RwIEaCWA/mBi1gpOD2fT0NJ5++mkEAgFViZADMgdiYK8OB8GADBPlsTkoU0dBvQWjPJgchwwBwQq/k1EPcjIHoFgHshYyGx8pYcmaSBEbY+9ZIZRCTt4Xt5XASUadyGRUHo9H6S2Y+psVHiuVyj6x2rDnYX0mdsK2j6tZGbVRgBjoA8xUKoVUKqWySQL959WyrMgoQFxbW8PCwoJyV7HPkelaXFxEPB7H1tYWDMNQuiDTNFEoFAayvdINx/eC7BdDMgkMQqEQarUaTNNU7ACv0wrICSpCoRBmZ2dRLpeVy4XCUYaXMgIpFAop9oGp5BldwlBW6SIkO0P3RqVSGSkclp/b9V2n/z5cptlgusqcF/lzJrRPnYXhNqEZQPyKhsgtIJjtwvANZuytHU3YHrs5buDq31rG+Fv7n3l1xqOAROmkifLRFFLvpRD/V9/7vu/po2D3FEjcFlfumKY5Kz5bA/CZOz2WnX/ZOhBzoIpGo6p4ValUUiCCPlsmvKErQ6YTlufjBM/JPBwOIx6PK4AhS4wTRPBcBCR0YcjJgv5aggXTNJV4kqtOUtNkGeQxyG5Uq1XFoFCRD2Ag9I3MB7/nBMDBl8wME15RHJdIJHDkyBFsbGyoKo6HHVidwXe/jeq//J7PQtd1xRj4/X5VLAuAclkBGMh5EovF0O12US6XVcInnod1X1KpFBqNhioqFwgElOtO6i44ibOuBid55ntg/2foJj+nq05mluTkTr0O3we3241UKoWdnR0UCoUBvYbMJwFAvQsul0vVluE7RL0SWRC67QBgfHxcpfgGMCB8tT4XvuuOi+7hM72jwVPRsPDHJWhXbgKRyN6XnQ5cbROmBpie2yxdV8PkV9bRWRhDz+9CO+qGZpjQuyYMjwa9Y8AuqbOp7x1j8vUmtn7AD+2JxwDDwPgrORRPpWB4b/cXtwnD5fQV2j0FEqZpGpqm/Z8A/DvxmQnAXi578PGGDgT8nILJbDarslVKVwMwWNmSaX9ZYyMUCqkQTYZ+shaAHCCpd2CVRIIYDtoyDl9S0dYKm5L5YFIeyV6EQiHFFNAtQqHa+Pj4AIhgwSXWMbBS4LKGAScYtgsTcPl8PpUufHZ2FnNzcwMJiaztPsqcQXl4UjU7NkICRa6oJbiQlTe5nWEYKqfExsYGtra2EI/HEQwGVdE4ZrXc3t5WUT1ky1KplBIvsr+SGaAA0+/3K7Ahr58lyZmbguwFNRNkz+r1ugK9Uqh8/vx5eDwe5HK5geyZLG7HHBZ8z+hiZNQJU4Kz3RhRQiAxMzODQqGgMtfajR3Wfkww4egiHpwFNitw1xPoBk3EL2sYf6OC9Cej6MZ9aP7o40h/Yg8E+PIalr64gVZsFqWT4nl1u+hEPOgGbmcxXqvB9OhozAQQWCsB6NfYqE67AEwDZj/So7rYH5u9myX0vD7knowivNlBLxBCaEND5YjTJ+zsfrg2vq5p2t8F8NsAVJyiaZr5g3a0E5/ZmRyAI5GIooLb7Tbi8bha6VsHYnn8arWKzc1NVQa81+upVNcUaXLgYba+cDisahaQDaArgJMA8zlYIzi4WqOQTfrRCUo42QeDQQU0eA9MLsTtuSpjqm1O/gQfdIdImtiqAwmFQmq112w2MT4+jqNHj2JjY0PRyHcywDoDcd/s3Bq0YawaJ2iupiUItFZpZVrpRqOBlZUVxONxHDlyRGkL8vm8StHO81BT0el0cPJkX2jWECmAuS1DpvmZrLDJa2WoJtkI6ivIllD3QPecz+dDIpFAt9tV4ajs24zkiMfj2N3dxeXLlxUwlonlmDuFAmJrjRimpU8kEirfhNQy2T0DOxeeY/ffjHcvY9l1BsUzEST+4F20XjiN2qyJyjJz+ew9m+aEidrpSUz/4U30fvYIqksGDI+JjZ87gsmXa+j5fIAGaJ0edp6PIbw9GKJRPm6gOeZC4gMTyUs1VBcH62m4GyYyT3iRutjFxBs1VI70v5/9UwOR93ZhppLonlrAzjPBgf3mfucWuptbH37jPKR2P4DEX779+z8Xn5kAjthse6BZV3gczACo4j6MrGDGSYaXUexFWp+rHg4whUIBbrcbsVhMJbwxTVOtZqylnHlcrtY4afd6PUUvM+6doaLUVPD6ZbVC64Qj763T6SjNBAuCcX95LVzxlUol5PN55U9nUi2ubOVEwXZlzoJms6lSLc/MzGBsbAylUsk2tbB8Js4q7nA2SjxM4StDGQGo6AhmKCXI5Cqdqdzj8TiKxSLee+89JJNJRfXTPSFTQPOc7XYb165dU64/TvRSlxGNRgHsCXwJSnkNZPCk6JFuMzudUyAQwK1bt9BsNlV0FN8juf3MzAx2d3exurqqQAjDVmU+FoIsnp/tU6/XMTU1hfX1dQXi7UStwCCYsGo7HLv/Zr71AWJvAfrcLFZ/xA2M0Oevf94F/xNHlH7C1IHqgoHJ25pMvW3C+OAK8IPP2+6vdwB/0V5QG8h0UJ3dn0rbv9tC5genkX98CqaGfeKN4gsLiL0dQO/qjYNv9iNg97z6p2mayzY/dwQiDvLN83uZapoJbuQgxx8KyjhZMizN4/Egm81ie3tbVSRkZj5uS90CJ3/6sunPJSXMRD5MVV2r1dSgbx28ODBzkrfS3/Tf8vxcmUkhJQDFXiQSCcTjceXbthtwpaoegAJYABSVXSwWoeu6CqOVE99h3RYfd/fGqPu3Agj+yAmTLicCAKlZYB8kuCWTlk6n8fWvfx2vvfYadnd31eRPkCBDi2XiKabNplCX+UeYfyUcDg9EIRmGgWKxiGKxCGDPbSdrgLC/sI8nk8kBwTPfPV4L26RcLmN3d1fVuKGOiMxGIBAY6Ptyf7ZHONxPPjQ2NoZIJDKS3WTb2/3/ce/DD9J6OxlMvtJPcz3UNKA5YaAxRSQBeEs6Nj8dQmlpb63sLxoIXysBnS68JR1ad++5xt7YhrvUHDhs7DrQGPegJ3CE3tFw8jcLKJ4MInfOhKn3z2+19PPAyi9OIPcr9uDlo2b3HEhomubRNO1vapr2u7d/fk3rh4OONDvmQVL/1pebbg2ZtCkajaoJGNgrcWwYhipoxWJaLCBEQFAqlbCxsYFMJqMYCVKpDEUjE8B9GecvyzNze0kt8zgUj3E1yFUnhWm8Z7IcpIrpopA5MeiX5kBOsytCRDDBc3AVyZwEdJnk83k0m00cOXJE6THk87GCOztB4cfZ5ERkp4+Q29BYY0VGKwBQWRpN01R6FTJepVIJq6urKJfLinkql8u4fPkyPvjgA2xsbAwId5krheej26/ZbA6kxGYeFQIYTsbsL263G7VaDaVSSbm+qI3gO0gNA3/odrPmJaF7j4yCrusK3MjPmKWTQlEJlNm2MiNrp9NRImmpp7BjJ+QxaGQ3HHswZnbaiPz2y5h85RCarB4QvaHD1daw+P94A95SP9mUu9GDe3kRgd0OtFYbZjiA5d+4Dn9u77mWnppGN+ZX/9dOphDI9VCd0wdnSQMwrt9CNwBbACGtEzHRmPx49J374dr4HwB4APz3t///q7c/+9VRO93Jy0s6mClyDcNAJBJRIY2c3LnKq9frqsR2JBJBJBJRlCs1BmQimNwnkUgMZAPkwNdsNhXTwAGabAfTYvNYEiDQdyxDMYG9mHgZw8/tmCIZ2FsRkq3gICkzC1Iox9Ulaxj0ej2USiWUSqWBTJma1q9t4PF4VGZA0sNTU1NIp9MDkS3A8GgEx82xZ8NAl52vnqXoGSUhnzknTLoBWq2WYrvGx8fxzDPPqDwKhUIBGxsbyOVyuHbtGgCoDJAEwDwnsDfpAlBp1dmnyFZx31arpd4V5ith5km+G9L9J/s4y517PB4FZlkPR4ZxUgDKPkomo9Vq4ebNm4jH42g0Goo14b1Qj0EBta7rmJ2dRbVaRSaT2RdFZWXZ5M+dMG+O3VuL/G9vQTOfRO6MC+24vRtC62mY+b0VmIko1v+Lp9BKmohfAtzVDhrHxrD1ghdTnhTaMRdiltwgsTe20Z2IwZ/VEX9zB+nPTqA5rmHizQ5yZ26H1Te68FQ0rP/tp2DqQOwqMPWnWVROJ7H1qf39xF3X4C1+6E3xUNr9ABLPmKZ5Xvz/DU3T3jlop1EvsZ3vNRgMYmxsTMWXR6NRpTEgTc8iV+l0GltbWwiHw4jcDiVinQv6fQOBAOr1OkqlklKVE0wAeyGcpJZJ3VIDQXaAK0CCGbIInU5noDYHc0BIER0BQSAQUECE3wUCgYGKixysyYDQDcIIAK4my+WyYjcymYxSyVNTwgyGgUAAwWBQDc4zMzO4evWqWq1an4c0B0QM2qj2kX2ZeRmCwSBKpZJyJ7GwWqPRUJN7s9nE7u4uJiYmoOs6Pv/5zyMejyudz8mTJ7G+vo533nkH169fx6VLl2Ca/URN1P4QTJBBIDihK4OfdTodBSJYvZZMBRkQpn4HoAA130uGV5OFo76CgIiuGskWEOyWy2W4XC7Mzc0hn8+rKqLXrl1DLpdDOBzG2NiYem9cLheKxSKi0agSSVerVcTj8YHkb1YgZwUOTv99MNb79AW0Eh5E/uwaerk9Pb7ZaSP0u68g+s0k1n/5FOqz9mDCjISAbg/NlHk7VFNE6/lMFI97MP1nReD27uE1HWPvtlB6ahqloy4s/c83YIwlUDphYvErHXi/8TbcS8/CXetB6/Ww/D/dwNX/4xEs/fsmygt+dONBBHZa8BaD+wDOxBsGgr//yofdRA+l3Q8g0dM07ahpmjcAQNO0I+jX3TiUDaPP5UtPf2gwGFSrNvqCOUFXq1Vks1mUy2Vsb2+rzHxut1v9zUme7gOurPL5PIrFoqKDpS+Wgxf3I2tx+14VdWwYhqpzIEWeABS1THChGu42dUvXR61WG6CW6VJhe/AYmraXFZHCTIboccXKCWF1dRUzMzMDJZy5OmUkQL1ex/j4OMbGxlQonmRRHOBgb3YRGZKdsLaZjNDhylyWxCa4ME0TuVwOp06dwic+8Ql85StfwY0bNzA7O6tcW+yfP/qjP4qvfe1reP/993H58mVUq1XMzc0p8S/7LaMuZJivzGHCidrr9arqm7quo16vK2bCynTIxGhSD8R2oPaBYFwKjAmcmQjuhRdewObmJi5fvozHHnsMn/3sZ/Hiiy/i5ZdfVtkxmZqeOVH4bvd6PczPz+PWrVsDOTmGsRHDnqNj99aMH3gCq3/eB8Njwnv+FJIf9BD5394ayB7Zy+WR+qAD073nHW9HTfQC/UyVnckouiE3PFUNreTt5H4eHe2oC96ihuaYCRgGtFb/mNFbPfjeXUP6Pz4OvXsbiLg0QAMyT3iR9F2A1jPhqbRRPRpDpNkfn9f+nB+xGwB0DTBM+LNAO4YD3R0fVbsfQOK/BPBNTdNW0G/mRQD/0UE72Ymh7HzLdBPE43G1Opf+UJnUhgNJJBJBMplUqz+uyKziRSahojukUqkA2BMjcmVFWpYuBFkHgcp5sgYEAoZhoFKpqNUbB2Sp45CuC6mRIOvB+2NEB7eX5csZa8/vyExoWr8c+fb2Nm7cuIGjR48iGo3uW22WSiXs7u5ieXkZi4uLyt8+ypyBt2/WPnzQipdiYWYqpatK9jfmEzl16hR+5Vd+BcViEZ/+9KdV8jO6wijadLlcOHHiBFqtFi5duqTCgpeWlgbAJp83Q4bpqmOBLmoSAoGAApnMAUHxr8/nUwJkAnFGmnQ6HfVeEkTI3BgUhBK893o9RCIRPPPMMyqNd7vdVlFZq6urOH78OGKxGF588UVkMhnE43G0220kEgkEg0GlKyFAGhsbG0j/bX1G1ufD99AByvfeep+5gOzjfhie22xszED6kxrir02he2ttYFvfl1/D7Jf3/tefeAyN2RCyj3uw8lM+HPvtOpb/123c/KUFACb0joHQ772KkGmi/SPPIPt0At6KgU74dm6fTAaJK0eQeUJH6YlxRFb6Idf1KQPjb/bgarsA00TkSgEoVQBMoBs2VSlyw+/C5KsVVI6E+hEcACZeAyKX8rYrZu3ps6gsh/b+N4Dw//7WI51u+34Aie8AOA6AVVGuHHZH+VIPAxFkI8bHxwH0adpEIjGwMioWi9ja2kK1WkUkEsHU1JTahlQraU+uyMgSUMC2sLAwcE6uwljngqCB6aa5IuPqnd+zmiirK9L9wGuQ2QMB7BN4Mt2x2+1W1RkJOiRwIahigi2yKXLl5fV60ev1sLq6qlZ68XhctTOFarymubk5hMNhJT4dtrJ2rG9W99uobZg/YXJycl8oJQAlhGTNmE984hO4fv26yj4pXW1klHS9X/L+woULmJ+fh67ryGazKBaLWFtbw9LSEvx+P6LRqGI9mNuEuVEIECTrRneFaZpoNBqKGaP4U+absEZV8BoZBSVdJgTlLOw1PT2tvkun08odI6OvUqkUPv/5z+PLX/4yCoUCEomESlZVqVQwNzcH0zRVGm5W07XTrYxypTr24ZsrGkX6F86gMamhGzQViLhTM96+CN/bgH/qeTQmgdUfDWP5d9qIrJvw1AwYHh3uZAIYS6KZcCH/eN/lceJfloCrt2AAiHz5PYRvLePaL0SQeTIKwERoU4fvlauoLJwFTBNG0Itbf/kYDI8BX1aHqZtoJbzw7zaQfj4CUzPg39XhagPJbw3mkdB8PhR/5kmUjuvo+k0YPjGfdTUc/4rHARIH2PdM07wA4F1+oGnamwAuHPYAo1YEuq6rcEcqx7lqp79/e3sb6XQahtGvL8AIC7IQdGVwpdJut1UhL7ouwuGw8i3X63WVqCeZTKqaBK1WSzECzPAnwzlZnbBSqShfdiQSGQAOvF9eGycFTiwypwAjQZjOmJMJz6FpmkrQJUVsBC6s9NloNLC2toabN2/i7NmzqkAZxXAsohSNRpUfnpOcnZbFSul/nE22xSiGghM0C6xRB8FJXtaMePbZZ5FIJJDJZNSESuZN6oJisZgC1MlkEp/61KdUlEWxWEQul0O1WkU6nVZl6ulqoFCRx2S0CAGKYRjY2tpSYkir9oE/dOOx/+m6rqrMalq/IBcZjUAgoNxwZFfS6bTaVrID0jWSSCSwuLiIt99+W70jvJZKpaJAD5NfZbPZgWdDG9aPHbs31jl/FKUTJkIbGqZfui0oDurY/EH9rlwEY2+WUToZRSdq4OqvxHHsi1W4qi2g3UHzqSPY+IwH4VWACa30Ug3deh1Av1y4q1QHtEjfTQKgHQW0+Wl0gxo6MT9czS460f64N/9iFa5KC2i10VpMoj5jYuFPugi8egO9QmFf6mbXzBQyTwNKnAEgcVGDu2Ei+6SJ/E+fw9h3ttFduXXnN/4Q2D0DEpqmTQGYBRDQNO1J7HWNKIDg0B2FDZuQ5Oderxfj4+Po9Xqo1WqIxWJq9U1dQjqdVlEb/CwcDiuwwUJcMiFOpVJBpVJRAx1TYtPVQMZBVuOUoZcEDTKbpjVUjepyGebH++OgST2GHJwpsmw0Goqx4ApybGwM0WhUuS1k7QEJnqTLJxaLIRAIIJ/Po1AoKFaF4azZbBamaarS7FtbW0r9bgck5GD/cR+M7Vg1yajxN91itVpNuSTonqvX60qb0u128eSTT2J6ehr5fF4BTKa+Dgb7r1YwGMT4+Dj8fj9KpZKqsREMBpFKpRT41DQN6+vrqNVqKgMsAMVsUdNDNwufd6vVwsWLF5FOp7GxsYHFxUXV/5nQSqbVZp0bYK9eiCz8xaRamUwGtVoNu7u7AKDKnZMNYRuQPSQwPn78OK5cuYJarabeK7ZnKBRSOSVYtIxaImkOAH4w5moC/vUStFYHpScn7/5AF69DM/bWp42ZAIKrBtJ/bgy1GRN6D/DURuxvMW8JQKeLTgjohlxwNUWYsa6hPRFC9mwK9VkTehsIvL02vMS5jUVvttEY98DUgeyTJrzVSQRvrgKP4Jh5L/NI/DCAfwxgDsD/C8Cv3/752wD+3kE7H0Sdc5KNRCKIx+MqeRQHJ+7H0EsqyJmxr1wuo9FoqPA5JsahOJEreeoNZOEsruhnZmaUy4OsgdWVwR/pnjDNfgptOXATaNCop+Dn/KFxYuJASv+6x+NRE0QymVRiTLk65EBMNb0MOSyVSiqElKJMTkb1eh0TExMDRaGkDXtOH0cb5ZaT4j5gL1qDRbqoLaD7iqCN+6+urmJ5eRmzs7MKBNPNxqRS7XYb+XxeVQJl/ZR6va50Eh6PB+vr69jY2BjQCNFYNlyCZ2ocarUadnZ20O12USgUlLZCgngyclYWAdjLl8GIIbJ07L8rKyu4du2aYhIlqKYRRBuGgaNHj+LUqVPqHKzzwT4P9N2eU1NT+4qaWYGd9fk4dm/Me30bC1/porpg4vovjaF+fAzRi3ks/XEH3oIuM2Ef3oR3ZPOHdFz7pQgqywaCaQ3zX2shst7C8h+2sfyHbRhZS5WG3RwiK/0pMfG+htlvFJF7fhKGF7bW87nQCQOGx4TW06D5fdC8B6ZI2jNdQ+LdAha/1IHe1tAO64B2z1M73RO7Z4yEaZr/EsC/1DTtp03T/L27OcawyYovucvlUj7jSqWiVjWkMrlyp65gfHwc4XBYDZqc2Bn7zpBRAIhEIiottFxVkZ3odvsljZntj9fF/BIEDtxfggKmQK5UKmp1aJrmwITBfBS8ftLCUiQms/n5/X6Mj4+jWCzixo0baLVaCmQBg/UZyGDQxWOa/bDAcrmMTCaD6enpgZA8flcsFhGLxRCLxZDL5fap3vl85LNzGAl7d4bsx0ztTiEj2YJIJKKA6OTkJLa2tnDkyBF0Oh28//778Hg8mJmZQbfbRTabRafTQblcRiQSgd/vRz6fx/r6OgqFggrblWmkfT6fKoI1NTWl3GIAlCtCukx4L9Q5UHy7sbGB48ePq/tj/gtgLysm3xEyJzymzLLqcrmQzWYxOzuLcDiMUCg0oAHh8SjU9Hq9qFarcLvdKBaLePzxx3Hjxg2lJZFaIoZ/e71ehEIhVCqVgUqq0nUy6vk59iGZ7kJvKoXAK9dw7Du3qxWfXkbumTEEcl0s/e9FXP2lKBonJhDodA9Vt8JstbD45SZu/oQPkZt990hl2YCpA4GMAfd33wfO9fupa6eI7m3xvNq/24Xe6ffN6HoHxtsXgXPPw1sEQldygEtH9EYIleXbUXOZOryVGIJpDWO//bZykxzW1j/nQWAnhbH324AGFE8CSa8HRvPQQY0Pjd1zjYRpmr+nadp/AOAMAL/4/B/c6bGsL7XP51MrDK7mGL6oaf3kSul0Wk2qnARltUIp8OIgyMHN7/djYmICiUQCPp8PyWQSpmlie3sb5XIZtVoNlUpF+WNlpklm5ZP0qxRQUlfBfA/SvcEVYLfbVdQsNRcyuyT3YZhcOBxWPmvrKpguF05iTCrEXBHhcBipVAqbm5vIZrMKgFBJT8qcTMfq6uq+1eaw5/RxtINocgkmyHxRC0BXArCXsbTT6WBychLPPPMMfD4frl+/rhgCRltI0EqgsLKygrfffhvT09Pw+XwqhHhqagputxvhcBjRaFRFffDaeAxeA3UOAJQO4fTp04jFYigUCqp/0y3DbakDKpVKaLVa6j2zijGpwSCbMDMzg2g0inK5PFAzhtsS4NRqNZX7IhKJ4LHHHsNrr72m0rsz/4ZkPqLRKDKZzMAzsD43Xv/HHQjfC3OdOIqdz0zc1kecgafSb+PEtSZSr2SgtTvI/OAMgH7Zb7hdow8oTG91oXX9mP6t9wEAlf/qDKDfXpylErjy8xGYOjD1Uhjh39kc2FebmRysIAog9fIubv3sJDIvTGDiyyuY+YMarv7NRfW9u25i/Lu76N0hiAAAw2tC72jw5puYeN2NzAUNu7/0JCa/uYPetZU7Pt6DtHsOJDRN+w30NRGfAfCbAH4GwKsH7HPgZxRq0Q8cjUaVrxXoT+Sbm5vY2NiAx+PB2NiYyjXBQUKmuHa73SrVL8Vm0WgUx44dU6K1TqeDzc1NlXiH1G4qlVKKdQouJQPArJI8J1dYjAqh/5arLhkax1UTV3aceKQbBRhMDcyoEW5DFwbPwUG82+0iGo0qt8nY2BgymQw2NzcxPz+v3ES8B64gk8mkEmvyWTgD7qDZUeaAfep3hnfmcjmkUv3yxgzxrVaryOVyCAQC+Imf+AnE43GUSqUB9qparSrxLbO0siZLMplELBZDJpNBPp9HKBTC/Py8SpLGlf/ly5cRj8eVjoiAROaPAAbfGZfLhfn5eSSTSRiGofqZdIMwtwOFmrw2RkXJImAAlIuG7h2yetyebSjdeYyscrvdOHfuHK5duzaQ64Li6VAohJ2dHeU+IkszzJUhwaDTvz8k0zQUnxxH8dTtvrtgwFvQEdoy0Qm6YczGUFnwohPWkLgIBF+9hW4mc+jDuwo1RG+Gcf3vnUHqXXOg2NfmXzoKUxseGaJV60h80O8Dvp0aDADGyip6gQkUzpiI3ZoFzH5RMFrqX72GXtcqrdxvZr0BX1ZHa2z/+V35KuL5KuLfbuLqf7GMsbdDNkd4uO1+RG180jTNc5qmvWua5t/XNO3XAXx51A52L6182TmQUCSoaZpSfFOxXq/XsbW1pSI1KGaTKyUqxT0ej/Ivc0KOxWI4f/48xsfHceXKFZTLZQBQAkcAqoDQ8vIylpeXkclksLW1pUocSyU7B02ZRZBCTIo+6WYABqsnstS4TNEtU2kDfdFkLpdDt9vF2NiYSjKVy+UUK8MQV7nSBKBcJ6FQCGNjY9jd3cXu7q4K84tEIsjlcgqokCGpCxRup2n5uDMTdhORddJi5lGZPh2A0j0QNHz+85/H9PQ0tre3ByZUaiiq1SpisRgikQh2d3dx7NgxrKys4P3338fi4iKOHTumwh7Zt2Q/2tzcxDvvvIPjx49jYWFBsVoEkbymQCCgALPU2LAvkVngfTK8ORQKKRaO+8gQbZfLhUKhAACK7cvn89ja2kIkEsGZM2eUPkMaAQbBSyAQwIULF/Ctb30LjUYDkUgEXq9XuTYowgwGgyovDJ/RQbosx75/63z+Kew+M/hZZNVE6o0COuNB1Ka9yJ0zcfK/T6N3/ebhMxfett61FUysb6H2955E7nENegdAB3B1TGgG4Grd1iV19k/o3fQOUr+5AwAwNA2Vn/sEYheL0Dv98NSbP+6F3tb6hT5NQOsa6HzqHFx/+taBAsnezi5SF5eRfk4fCP1sTJnY/sI0QrsGIu8dHjA9bHY/gARzKtc1TZsBkAMwPWqHURMQByiXyzWQ84ADhKb1w+Y2NjZUHDnDQDkhk4aVmS9JDTN0Mh6PI5/PI5vNYnd3V2UdjEQiKiIDgKrHce7cOXzuc5/DW2+9hT/7sz9TxcCYpY8sxrFjx2AYBlZWVlQYKYVvDK9koTAOjhyc5SqObABpZKY35mTv9/vx2GOPIZlMol6vY319XSU14nWxrQl2OKl5vV7cunULqVRKheYlEglsbm6i0+kgFAohFouhXC4PXKPds/o4m3RDSZN0utfrRSwWGwAHNE6oy8vL+MxnPoPp6Wk0Gg0VfivrwshU7cePH8e5c+cAALdu3cLY2JjK+spKnRTbAns5LKrVKt577z1Eo1FMTU0NRBtFo1EEg0EsLi7iS1/6EtbX1/GpT31KaRjIXvC9m5+fV6nf6S4MBAL7WCyGkzLRViKRUPexs7OD3d1d3LhxA41GA8vLy5ibm1OCZSvrwwXEM888g4sXL6JcLqsFBqM5mCaf0VISAMlnY+eyc+z7N++33kP45FOoHNmbyBuTGmrHogiu1lB/wo8BxaSNuVJJ9AolwLCHGUaziaV/8NrAZ6ZhIgxA0zX1/0gzTUR/93UYhompmQuoTfWnyrHvZdCZiEDvGjDevQyXph86yiL4h6/jxGtTyPy5BRRO910b3aCJ8nEgkDvUIR5aux9A4o80TYsD+EcA3kRfi/s/jtrBKuCTRhEYVxUMUZO5GwqFAjY3NxEMBhEKhZRvdHd3F1NTUyr5DQcJUrVM4uT3+1GpVHDlyhUl1KQGg6F2ANT5crkcvv3tb6PZbCIUCiESiWBtbQ3tdhvValWF7i0vL+PChQvY3NzEjRv9OvWy2Faz2cTCwgImJydx8+ZNJfa0Tv7SPSL9zRyAm80mrl69irW1NZUJkHkmSPeSnZAlzNmukUgEmUwG6XQa0WhURcMQFIXDYUxOTqoYf7uoBMf2zG5CIjPg8/mQSCTU82HkAwWU4+Pj+Lmf+zmVGfLMmTN48803VR+UyaikPiedTmN5eVmxFtTzcOJkn2k2m/B4PJiYmFDvzrVr15QYd3p6GidPnsTJkyeVALdarSIQCCCRSChAUq1W0Ww2EYvFcOnSJfR6PSwtLakJnoBVCn6ZkZWFvJhMStP64bCnTp3C0aNHsbPTXyUuLS3hyJEj2NjYQDAYxO7urqrxwRT3ALC1tQVd1xVLw8ycjUZDgTZm37RqNfhsrIJYmRzMsbs3s9XCzG99AOP4Aq7/bBim2+zPCCagmf0wSgBY/8lpTL0ah/6ttwb2d0WjaDx9BP5vX4QxQpdgDnE3mHfwGHmM4AfbcDfG4Xr5InqtFjy7CaDXQ880AfMOOBOjh+7GJhL/6ybGHjuB7U+PobJswt3o3zutF/TAEwyOvL+Hze4pkNA0TQfwommaRQC/p2naHwPwm6ZZuttjUlQYi8VgGIYa8Ojzr9Vq2NraUhQ/9Qa6riOTyajoBpnTgX5fCtfkoMLBniKxZrOp2AIpntzd3cWf/MmfIBqNDtC+Ozs7SgDp8XiwsbGBZrOJxcVFTE5OKhdLq9XC9vY23nrrLXzyk5/E888/j1wuh3w+r6I8uBql77hcLqswQabEJv0rV2EURXq9XiSTSeWXpl5E3j8jX2q1GjY3NzExMaFCDJkJU9d1jI2NqdobTIzlAIg9Gxa1Il0LAJTboN1uq0RMLpdLuZI+/elP49lnn1WT32OPPYadnR3cvHlT9UFOdAR1pmkik8kolwOBKsFHMBhUEy+BcjAYRCKRQLvdxu7uLgqFAjKZDFKpFHRdxyuvvKL6IIWL3/72tzE52Y/757FnZ2fx7LPP4s0330S9XsfS0pLqO2TaGJLM4nrxeFy59cheVKtVJBIJlc6+WCziwoULaDQa2N7eVkybTFZF/U+lUsGpU6cUyJcuTUbE8N6tJhcwDoi4N9YrlqB/cAOaeR4mgOCOCV++g27Mh8lXyigfDaM+YyBzLoCk5yn4b+XRu36zv7PHjV5gP9PnOnMSaz+Wwtx/98Yd5XI4jHXXN6BvbKp3tnfbBff9WO/iVfguJGGu65j9vVuoXphDdzwCaMCtH/MisXweyf/le9/3ee6X3VMgYZqmoWna/xfAk7f/bwE48CmPUrqzEI+MIiC93+v1UCgUVJgiBZhut1uJ1hgex5A0YC9eXpYklr5qxqTTn8yVDLfj5NrpdFRY5PT0NC5cuIC3334b3/zmN+H3+9WgGw6HVfVOTvwEJ5cvX0axWMRTTz2FCxcuwDAMFItFdLtdpWCvVqtqwiAA4I/X6x2g1DkwezweTE5OIpFIoFAowOVyDYjRAKgiS4FAQAn0tre3EYvFlOsIgBrA4/G4AnB21Lxj+wtD0Q3g8/kU2ORqni6mdruNSqWC5557Do8//jhef/11Vc79/PnzKikYQyml+6vRaKi05nQbMIyYGh0AA5FC1PPQFTE9PY2xsTG88cYbeOWVV+DxeHD58mVVp6VSqaDVaqHZbGJ9fV2lYOe90B2zvb2Nd955B/Pz89A0Del0Gm63G/Pz85iamlLCYfYhijGZ4p3XQ5Ywm81C0/pVa+kyIYMjQ6EjkQjOnTuHVquFl156STETfFdl5luZRVO6NyQr4dj3b82/8Cw6YR3xr19DL2vP4zeTXugRD8bfADJPA5UjBipHPJj91jgC12/CfWQJzeXUwD6uVBJmrY7Nz6fw1t/4p/g7P/MJtIw+UL3y98/C96XX7E515zaiH2g+H/RwaKBaqfb0WejlBsy1TRg2FZNpnTBQOz8Lw62hPu2Hqd8Wcz5i8rL74dp4UdO0nwbw++YdvJXDIjdkbQyGzck6GczCGI1GkUqllDuC9D0T83Dg7PV6KgxOJn6SoXmymBfdGRSicUDqWqi0eDyOkyf75UUY8+/1etFsNtWxZDXRQCCgcgLQLXHjxg1MT0+j2WyiXC4jm80q6pehrgAUM8N7ZNtQU0HGYmFhQU0uzLdBellqLqReIp1Oq7wSrKRIcRvzcXACtFt9f5xNsg+yP/MZ0cVWLBZV5AYAVTPiM5/5DHZ2dlCtVlVhN9M0MTk5iUgkMiBqpMuNCcRk+CK1M2QCZGIzrrYZwcAwSl7fzs4O3nzzTXS7XUxNTaFWqylQGY/HlYiX0RXMSNnpdHDmzBklaqzVapifn1f6i1AohGazqSI0yJgRUNMtyKRtZFl2dnZUxEkul0OtVlMp3WWkSbVaxdmzZ3Hp0iVUq1UVlprL5dS7R1ajVqupRF7y2Q1zrzp2B6Zp6HzuAvKPuVGfMpB54gSO/d/fgtnpInITKJ3ob+bdLABIoBtyw1/oAdjPFhlBP9pR954bQNNQ/YFjKJx048u/9t/Co4XxT2b2gMPpv3YMicgnEPm3L9/TW9QXZlE7NQb/H+0FI+qNDqqPpeCZj8P94hu2+8Wu1tAJhWF4NYRvVmC6NGjPRe8qD9eDtvsBJP4P6Gez7Gma1kAfa5mmaUbv5CCc3OREJ5kEZrFjCBxBBI2Kc4ahyRBIDixcrXF77kO3BtP8ctKl6hzAwKrc5XIhk8ngq1/9Km7duqXo1atXr6oIk2g0qo7B1SPvLRwOo1wu4/3338fa2pryRWtavzy4LH4E7In66K6RZdBlCuWrV6+q9iIjU6/XlViP4aj0pft8PlQqFeTzecTj8YGVHAEc/6evXlL6H/cV3ShmjSaLWQH9dqvX63juuedQrVZRKpXUs2Y1Vla3JJMhBcPMO8L+QiaLtTMYpglg4DOGU3JC13Udjz/+OBYWFrCysoLJyUm88MILSCaTiMfjeOONN5DJZDAxMaEEnKFQSLlFEokE5ufnAUCllmdlWRatIyMn+y/fBb5zFBlrmqbEmKw9UqvVlDuObkm67xYWFlQ7fu1rX4NhGAMl2ukSkSyR9RkNc085djjTPF5UfvICdp4FTNdt99DtZjY7bUz+6/fR/U8eR/GkiVZsBjN/soPO0SRC723Dd2EBrdSeS0mPRNBYiOwde3keW/+1Cz915Lv4yeibmHOH953/0gu/hRciPwXt2hm4smV0V9fv+l70YBBT33BhIZC3+fYK3inW0PiSSwlAzbUt4HhMVQPV3G64JicG9jJXthAZPwLDraEb8WH7hQBMl4H5r/UQfGP1jiNWHqTdj4RUkYO3st1v38stBwsyE8zOKJM8sY6GDHFjpIVUaXOgoqaB6bAlsOBqSCrQyYBQNGZNNmWa/fj/a9euqbwTnJDdbrfKFUArl8vI5XJqUASgCoTR78v7BgZ9t/ybwIcsB1kWoD9hkPbm5y6XC41GY6DwF2lprvhqtRq8Xi9yuZxyi8iS6/KHrh9n0B00qxCVrJrMVirdY1zxP/744yr0kv2eot94PI5isahyORAcMmqBegWCXrINMoOqdAVItwb7uq7rmJycxPj4uBI0R6NRPPvsswiHw4pFkXlGpqam0Ov1kEql1PvFKKdMJqPeJwpLyYYwpJrvJwEwhZ3cj5FVFKKapqn0Hh6PB6FQCJOTk0ilUigWi3C73fiZn/kZvPfeeyiXyypyRSZn4zhC9s5hIT48008sI/0J3F46Ar68jrH3ukrEaFQqcLWAbtBE4/Yca/g0VJ6aQWzFwG4SGHtLQ/haCXDp6Pn2XLZarYGxsIa/P/4BAN/Qa/juud8H/gg4+uIv49hfvXsgkfn58/it2X+MMZd9joeb8Vfw+X/0d3Hin2fQu3pj3/eu+Vlc/ht7wYreso6xd3pw13sIbVRx/a/EYfiMfjtlm+jt7N71tT4Iux8JqTQAvwBg2TTNf6hp2jyAadM0RyalGnIsJQxkDggZxlWr1RRTAezpA8hCsKYGB0CuckqlEgKBAAKBACKRiBrgOVBLBkSmmCajIcVYBC8cpJLJJNrtNjKZjPqc2QWZT4KiSJfLpdILR6NRRKNRNbhb6y1wsJfAgYI1AhACExmdEo1GFYXM+iRsm3a7rUR4/F8K2CKRyEBCIgkq2E4OkOibbAvJ1PCZSSaCDJLb7Uaz2cTy8jKWlpawubmp6qcw6dr8/LwCwwSTrJVCmr5UKilXH/s+C8jxmlyufkVbXhdFlwSDZN0CgQDOnj2L3d1dXL16VQmY2TdY2C7+/2fvT4MsybLzMPBzf/u+xh4ZmZF7VlXW2tm1daO70diBBkk0AWpEQtyGIocckTJpRqOhcUaiII6ZaASNgiRuIDkEMKRk3AA0CYAEGkRv1bVmZWVWVVaukbFvb9939/nx8rtxnoe/FxFZmVlRFX7MwiLiPV+vX7/3u9/5zjnxOLa2tvDee+8hl8vhzJkzmJ+fV5oevjea1q95I1kwyQyyb8vojnq9rkK7mQacDAOjqZgHxTAM3Lx5E51OB4lEAidOnMDXvvY1/Oqv/qpy/5GVkEBO6ookkODCwLEHsFYb/ky/XSffasF3dRG9bM6Wuu8FTeReHEfigzLqx0NIvrGJxFUftGodjTPjMGfPDGzfPpbCicgd1I02gvqQYhj3rW60oa/7R24zzO78nZfwX/3Ib+GHQ8NBBADMe8K483/6+/i5F7+K2//7K5j6V3d2b3S/W029ZiL63gbMkB+9kBeFizGYnn6WyzP/cBPIFbH8374CwwWkPuoh+G/efKBrf5z2OFwbfxf9wOAfBPALAKoA/jcAl4btMEwfwReegy9LDlNQxpUNJz/uJ2l4Zq6UrohqtaooVOZRAHb0AhKY5HI5rKysqNWWXN1Yr5+DlaRvgZ0VmK7ru1gSpiJmIii6bJgxk9fDyYm1OxhZwUmdKzcOgmyvUCiETqejKkLK0EC6KTgoE0D4/f6B9MVsd3k+qwL+qK/srEwEza5PSLeGYRh46qmnEI/Hsb29rSbTarWKfD6PXC6n3HcUbFIHQxdHrVZTwFVOhASjp06dwle/+lWUSiVcu3ZNaYZkcin2HQKQXq+HxcVFFAoFBSrr9TpCoZCqHnr37l2srKxA0zScP39eAXW/3690FAQTZFnYh63F7tgW7OfMkFmv11GtVhEKhVQmTr/fj3A4jGeeeQYrKyvq/S+VSlhaWsKrr76KN998EysrK0pbInOnyBBoGQ7quDY+nvXu3MOx3wuhejyEVtyN1pdPAzgNAIi9uYbuyqoK/TQ1IPu8icKTUUy8aaD8DKuAxgeOSX2E+/JNbHyxiys33Xh1D4xwpe3Gqb92+YG0B66JBv5SfAXA/rJNLvzKWUy+nkf9+eMwNQ2GV4f+1HmYvZ4qQtb1a6idH0PoZhbFZ+PIPXN/gWgC5uoGui9eQDPdrxHSDuv7K5X9CdvjABIvmqb5vKZpVwDANM2CpmmjIaSNcQVPIEHlO1cYrVZrIDEPBysJQJhBkGwCqX66L1qtlsraKAEE0NdAZDIZ3Lp1C1tbWzAMQ1VsZBglB0cZXkfgwpC5VqsFXe9XLZWqerIQpKZlSm1rfQK2BwEDq30mEgm1cgOgXCIEKmQsWMmTbUH1v6TYPR6PGqjpFqrVauoZkBWSII3X49juUuEyakOugvkjy3WfOnUKpVJJrfzZhwCoVbXb7UYikUAikRhIMkWWy5rmmpP1qVOn8PWvfx1nz56FaZp46qmnsLy8jGw2q85jGAby+bzK5trr9ZDP5+Hz+bC0tIRyuYyJiQkV9bOysoKNjQ1sbm7C4/Fgfn4eyWQSHo9HgRS6XsiUSbaGbEulUsHW1pa6R6mzqdfrqFQqav94PK6ANgWcsrItXYRbW1vQNA1f/epX8Wu/9msAdvRPMv+GBPpsNwdAfHzTby0juuKHOZFE6UIcWy/1P889OYf5fxHA9G8uYarTQfbHTqEyr8HUTYTvllA9FbM9nqfcg/fNGyrHwt/4yT8G07qICXiQ++9a+IGpPivQMjxY/y9ewNTf/v6Brz/wVghP+f44wv8mguJZDT/5k3124M+kXsOT3oDa7o1mD3/9Z34eE5kltM5MwnTfH4N9Omqno/BUejj3yzkYYT+qx4Pw1LooPTeOVkLDuf9pxxXSazbhubqAY4GzWPuSG8HtLtb+21cw9+vbMJdWR0aAfJL2OIBER9M0F+7jMU3TxrBX6rL7JidNYGc1x0GYKxoZf87QUBmSJn+kCLHVaqFarSr6mOeSLgOyBNvb21hYWEAul1O+Z2bB5ArT4/EgmUwqqpXbxONxlZFvbW1Nic6o6vf7/Uin06r6I6sVMoMk4+qtVCwnh2azqbQbdDdwOzkgM1kV6W4CDCko5QqWIC0UCqHdbqNYLO5yb3Alxx+e86izEcBOxIbVCGyteglGCCUSCYRCIRXyy8nRyixIYXGz2cT09DSy2ax6BuwrUkdz8uRJ/MzP/Iwqt22aJiYnJ5FIJAbCnEulEr75zW+qUOZms6nAMSOVyFodO3YMMzMzeOONvjI+Go1iamoK2WxWgZpms4lkMomzZ89ie3tbFbRrNBrqvgOBgMrvsrKygmazqYAvWTsJYAmYGWWytbWlqpyy7xEkl8tlJJNJjI2NoVQqqZwrclzgc5CRGxIMOqDiwaz3xAlUTgRROqmjObYz7LfjBm7+5ynEbqaRvlpH4ldeR/hHPof1V73QWruTSZGJ8C3n0avVdo7/0W3b83p/5UXk/+s+i5BphjH23oPllpj6X99B88enMf9/XcZ7WzP4nX/TR0K/7XkJpr7TJ9x1DbMfvAUzHkM34IKn2kU75oapaTA1De2oG+1osn8vPUAzTPS8gGYAve0M3HOzKLw8A+AkAKCR1mG6TOTPe9CYMHDzL6Rx7pd14PqtB7qPR22PA0j8EoBfBzCuadrfQL9o11876EGsokKZ3RGAWs0xf4SsyMnJlcZiWHKwta70uTpvt9vI5XLY2tqCrus4fvy4Crekn5jAIBgMIpVKIRwOK3p2ZmYG8XgcoVAIpmlifHwcN27cQCaTGXDT0G1w+vRp5ULhapTbMbKD98JzkDWoVCoDoZ1sLzIFnOCZxRPYqelBWlmu0iT96/F4lMZEAhYCDk4u1md2VAdg6a7YyygwrNfrCAaDKJVKqlomI4zoiiNjxH7LfhcIBHYxHTK66NixY/jBH/xBtFotfOMb31A1aFiZc35+HolEAgDwne98B9evX1fHKBaLKky42+3i9OnTOHXqlEoDn06n8YM/+IPQNA1LS0uoVqtoNBrY2tpSzFylUlGsG0FwsVhU72+lUoHX60U8HleaIsnCkWFh/2w2m0pTtLa2U8WRGgxqfDhuFItFlead4bHSLSmZIoIs/u+wbAc399Qkepksmgkftj8nojYsVjpnwnSFMJU/Da3Qgqs5hKw2AVfTQHs2Acwm1MeeQgPG1Y/U/66JcbQvzKJ8fGcs+vDuDM5+azBD5n7N7LSh/80Ubv/fdDw7sQZ8rd/XVmtx1DuegW0rX56DSzOx/oELc//BhN4x0fPaL6gMtw5v1UDptI7cn30JlRNANyTHivv1nI7vfHbnT6Qw+dbnEfiNA8sLH7k9jqiNf6Zp2mUAX0VfbvKHTdP8aI/dlFm1B1yFMOSQKxXW0YhEIgNshIzX5+qMsfZkERiGJl0h968d9Xod5XIZLpcLY2NjigWR+Re4smIRMfqaU6kU0um0YjsMw1C5KwhEWJn09OnTKosk1fsrKytKuxCPxwcGOVLQpHrJgDDzZSKRUAXNgJ3iRqybwe0ZsSH91HJFSxDCEtTNZlNpJGT0jGRLZGIfx3abZCRkGxEY0rXFZ0NmgmJdTsRkCnw+HzL3KyRyApQaoFAohNnZWSwuLmJ9fV3VtaBYOR6PqyRl6+vrKr083WDMs0B2gGzZmTNnVLnueDyO7373u1heXlb3E4vFlOvP6/Xiu9/9rnKpkUFjf2d/ZqKzQCCAXC6nCuMR2BM8EdzIcGSZFIt9WibbGhsbU6CEY4YUXfL9p/HZyFBrx/Zn+a+cQNc/D73bX3WbLhP+bR16D6hP7YCK1FUN+YsGqn92DCe+0cDcb9tnjaxOufDMn9o9bdwojCP/zsuI3gNSv3YZlVfncfq/uY5j97//9s0zeOK/20B3SF2O/Zjnm5ex8kMv48yXd4pqzYaKQ7c/9WoWeBX4zhtPYvrb9mNgO+pG5IMMQgteGB/chvfnLmHrxdHX0QuY6AR0BEZv9onY42AkAOA2gDLPp2nanGmay6N36RsHRqsfkz5O+ls5qDDSgn9z4ucgxURKgUBArX6oW+D2XKUzosI0zV1ggABF+nEpjHO73ap8M/fRNE2BnkQioVgBApTx8XEVgcKfdDqNWq2mBGoyfTcneLlKJavAQZTtZVWpy5wZpMk5uHc6HbU9749iPtLcXM1ZhYPWePyjDCTYL+xYGQlWySCxfzACiboUpmTn8wwEAir3COtMsOYMw46loNjv92NmZgaNRgOlUj8zPSN5isUiisUi8vk8lpaWFNvHXCWyki3ZCYKdlZUVXLp0CdFoFIFAAFeuXMHi4qLqe9FoVPVvsh9ktvibgF/qa/i91+tVwJWaJiki5ueyD/I4ZMlkGwDA+Pi4ctVxPwnO2H+tixeHkTiYuU7PI/usBsNzXxhZ1xBe0uErGmiMD7r74rcbaKSDcDeA/JMBeCt+xG5VB7bx1Hpoju1OUAUA5xPbwA9vo9b1IvefTiLm3plWvrdwCsnv+tBdXbPd9yAWWQQaPQ8Crs6+tv/2zTMIrevAiGwQtfNpaIYJzDyP4GYbvny/n3qqUDVHgH72S9MFNMcMZJ/TkHzzBLoLiw9+M4/AHkf4538B4L8DsIV+q96PKsbT+9wfAHZNWDJEDYCabKW7QGofWK2TqnAASCaTiEQiAwItKyigEFHmjACgAAo1CNQdEKhQTS8neOla8Pv9qvYHB3buT6W8z+dTfl2en5MN24aDIUWmpLl5n7JUsxwo+TdzZ1DRL0PyuDpm+2uapmp3uFwupa2Q4Yty9XaUXRsEuNJlJicpPgOZ4IziWABqspTJm+Tqm32VYKBSqSgGTYorXS4XEomEEk7S7cb3pFQqqbBfhlQTMMrnqOs6wuHwQM6QeDyOM2fO4NatW9jY2BjIqEmw2e12EQwGB5gs9jNZQIwuCYZ3ygJjdGFwO34GQIV88zqtuVTYVp1OB8FgEDMzM1hZGcwnMIyRkCymYwcwl0uBiNRVDakrRWi1JrpjUYQ23ahPeFUpba3Tw9h7LXhL/XfAcOuozw7GKeTPezH3laWRpwy52wiF+8cotf1Y/wencPY7q/3IkIdgY//wLaxtfw6doIbZP38HEc9ozcXpf9CDq9pPXlU7GYVp04cMtwbGhPb8OlIf9N83f74NV31HJ9KJeAENWPoJDwyPCdNlX1X4k7THwUj8FQDnTNN84EKpHJToi5fMBCcuqWyneIsDm1yNa5qm0vlSVBgK7YT2SMEhJwGZ/ppRElylMekTmQhmraRvmACASX0orpyYmECpVEIqlRpwW/C4TAw0OTmJcDisshwCUPSwrKsh9SBkFghS5ODOwVEKVKV4Ul4vQ055TOaf4CqP7A/b1yq4PMpmFz5oXfVaV7vUn8gcCrVaDa1WayBkkaCXEyZX7PLc/OHx2Kf4rKQomVFDTKHdaDQG9At8tqFQSOWE0HUdi4uLePbZZxWwiMViCrATfAA7CdfOnDmjsstaE6ixbzHbajQaVayg7KNsP77zwA47Kd05MqqIwKXdbiOdTuPWrVtIJpNKJyQF1gTm8l107MHNVzbQmA7D8PbzEuodE6f/jxK2Xo6hfPr++BpyoRMZHuRYmTfwXLC873M2ex4kfv0aug+zeqbRz+eg+/24/NUn8eULe4geNQ3ZFxKozmlIXzuYW6WZ9ALJPmPsrvfgyzWB924g+OznUZs9nOzY4wASKwAOVO1T0sJ8yQki5G8K/jjYSEEhV1fAYAVPK7PB/zlwSMqZ7otyubxr4uagRneJy+VCJBLB6dOn4ff7Ua1W1cDGbaRbIp1OQ9M0RCKRgVTecrUIYCBXAFX0ZFqsyXI4oLPgkXVFLEESABXSyYmJq1zG4HOg5f263e6BEDuZQ0I+F5k866iadLvJfmx1AbFdOdnJ0Ejp3pAuK4JATnoUFbJPyudOsWQqlcLY2BjW19cHMkQyTwlBYafTwfXr1xUzIt85ug94/VevXkW73cbS0tJArZdwOKz6FtDvZ8zv8Oyzzw64SqjxIAAh68cIJimoZlvSbcFzkYGjK4RtHwqFlNuI7cT04NbQTzkWSCDsgOKPZ9VJF8IbO/8b3n6Z7KnfWUPt/zzTp/b3sJlvG3h3fhbPTKzhnX/3FF782vu221U6Pmz8L6fhqfbga249rFsYMKPZxMy/cwMXhm/z7befwIWNLdS/FITh3fv+NMNE+FYBWrON2oVxGB4Npq5B75hw13vIvBABXriEZurw9sPHASQWAHxL07Tfgqj8aZrm3x62gwQRHDhktT7+z8GPqzf5wksWg4MBBwkOeGQNZOQCfwM7SZxcrn46aU6YMqMjV00MEaXwjNVJ6SoAoCYCxsHLFT0TahEEhEIh9R3THFtZDoawAlCrTPqOCXoIjqwsDicbshtMVsWcGAAUyyOjPviZaZoDz0X+yHLWR9nk/bMvW/UkbGsZoSAnN6u7iQJC6nr4/NgX5fZ0UeRyOUSjUfWOMBEZsFPfggWyrl69irW1NZw6dQrlcllFWsj6HS6XC9VqFZlMBpVKRQEeukeSyeRAIaxOp4NoNIqVlRXMzc2pd5H9Ph6Pq3ejUqmo8EyZC4NtZHUTejweVdkzFAqhXC6jWCwq8EUgJNNfS3BgBRJMgy9ZnWFaF8cObqamoTHhRys5iVO/lulX1ZwdnXLJv9WC/sth4K8ByZs94Gv223UNF2L//jp65f2zFwc1ze1G/gl7vQYtuOYCGk000wbcjb3dYqZLw53/LI3kBybCa210Qy4V7dEc86J4/vD3u8cBJJbv/3jv/+zbrGwE/fEEExIEyIlL+mCtuSQ44coVIgcLOXBLASaL/QAYmJCZTZJ0bCaTwY0bNzA9PY1z586pgZWDHwAlKGN9AOk+4cDZbDZVvZB2u4319XUUi0VVlZHbUgRJappuHit9Lv3y0tiGUklvGAYCgYCqzsgkX+12W9XlkKI5ulNkNVaZJ+OompUNsopdpRBWZnKUfZbJzWTopzVzq9xeukrYdwkmGo0GNjc3B9gLwzAU28bV/PHjxxXjJDOuSl2NVYAp+3coFEK320UikVDJpUzTRCwWU0XHCOSZZbVarULXdQVK6I4jYKZZJ3SyKUD/XZTF46rVqip3TzDh9/tVH2YbsD9LZo1tI12cR7kvfxyLrHehdQHDMzj2GB4NlSdSQ/baMVfbQCvtQ3XKhXI7gMzPNnDGss0bv3MR45e70AwTAfPGQ7z63WYaJibfbGPhygVohom1P9HBF07uJJS6+k+fwtx3c+jlC0i+P4/y6b2PqRkmxt8xsPmSjtCGhuDtPLROF60TKRhNDaEVX9+loQGxmxrMtc1HeIcPZo8j/POvA4CmaUHTNPfttJKrH+nvJK1vzSchJ0mGxtGVIa5FAQluJ6Mu+Jt1KGR0BwdvTpzBYFDVrSDNDPQz6TH9dDgcVhMC7wXY0Sqw2Bh9xjJDJpmQra0tldo3FArB4/GoSYQ+YgITyRRYV75sH040dP/4/X5UKhU1IdD8fr8qHEYffaVSAbBDx1uZIv7Q736UB2CrqNKqI7H7IehkP43H4wOiRLJQcqUs3XXAjqiWYZ0UL2azWSQSCfWMDaNflI1RSbreD4dMJpMIBAIqHLTZbCKfz0PT+lVrqS9in5K6Dlbj9Hg8yGazSigaCARw/vx5NJtNZLNZpb1xuVzKDdLpdFQuCYIB6/vJH/k9Q0G5uKBmSUa2kFlMp9MDacPl+2gFErKdj2offhjmqfTgzdTQmgyjExq9kreat9SFZprQ2wa8ZQ35v30cna9qwPH+99++cRbeZS/CqyZMF2C6NXSfPw392w+WM2JfZhrwZhqoz4UQ2Gwg/s0IvvXFs0ozEcgZMDUNmsuF3n7Le5hAcL0J0xXA0k94MP+bUVSO+5B8Ywum34fZjSpWfzSF2jED/qKpsnoeJnscURsvA/jHAMIA5jRNewbAnzdN8y/usd8ubYT82woe+MJzoKS7Qa5SuBIBdkqAy4EK6IMLZsPjOVktU9KpBDYcTAOBgAovW1tbw+bmptqPE78UivEe+ZsrL67sObCzrgBBC9uAbgkCFbIXctLhoMlz8355fkZ5MBSVfngZ4klKm8XEZOy9DLOVjASv5Sgr3q1RMlZtjtTBsI0kpc7Pw+HwQNiyTMzEbawCV8MwVJ8hqC4UCirCgewTtyWI8Xg8yOfz6Hb7VUSTyeTA/TD3iYzOkZENZNOKxeJA1dFgMIixsTHcvn1bsSu6rg+44ejWo0uPuUsISvmeybakW5FZMhlV4vf7lfsHgApDrVarWF5eVkBCiqjZhgQT0p3n2IPbxis+JG64EblXQye0v3oVNO92DctfSyL1URfeUhe+fAcXfjGLpXPnAAAnOwY0o4lO0I2eX4feNaG1DWz/pVcw8Q/eUlVGH6ZpLhcasyGYuobmeACJG3W4mwG8ET6B6b/vRWxpG1qni9zPPI3SGRPuWl/rYGVkgD7bAvSjNzwrWZz5Z3Hc/bkooAPVWR2tH53C1LdyaE2Ekf6gjdoxd9/loe+UKz8s9jhcG38HwI8C+AYAmKZ5VdO0Hxi1g90qTjIQ94+jJkQOYBykCBqYiVGWzeYqh7HyHCBN01QCRkYsMMeCFHXKgZjZMVmhUE7kS0tL6Ha7GB8fV0I1OUnI/A8EJKRdSdmura2hUCgoPYXMauh2u9VEIVkDgileO3UYbNdarYZyuQxN0xCNRlXUChMOceLhfUg2gwOzvH7p2qBGw+fzDWgpjqJ/2U5gaWWK5LZ8hky0BEBFXbDQlNS+UH8gQSnFsAAGwLfL5RroG2TDJAig2DYQCGB9fR1+vx/b29uYn59X/YGgQzJfwE5UE9kyuvoIOur1Ot59913FqBGMtttt5PN5dbcmBVIAAQAASURBVJxgMDggPCZArlar6n/miZBsC91uzB6r6/pAqCnvs16v49atW+qepXaCz4e6Crr5gB0Wz7GDWytpoHDWhdCqC4GtJppjPoSWqjA1DfXjoYGwSG+pC0+pifqx0K5wScOloRtzoxOeRGB9MM+Eu9j/bXpcuPuzkX46bZcLeARAQlrPp6M57kNoo43EX60BxU1ooQBu/uUZnPzXDWSeD8Dd0BC6V0LlbFzt58+24S430Y37Ybh06DpQ+dwMwh9mATOK0rwfyY+66AZ0VM7F4WoYqMy5AZjIPmsi9fpx9G4vPNJ7O6g9loRUpmmuWFamI+GUHIDFMQYEkYxOYMRGs9lEqVRCPp9XgxFrabRaLUQiEZWznxEdFJ4VCgV0Oh2VmVIKvfhDnysHfeoTCAKorufAVavV8MEHH2B8fBznz59HLBYbED9KlT6wk3eAFHEul8Pa2hrC4TB6vZ6qCcIsgdLHyzLkkgYnu8ABkgCpUCigVCqpFRj98H6/X+WvYO4I6XfPZDLY2NjA+Pi4umYp5JRgT0ZzHNVB2C4iwKqPoLE/93o9ZLNZ1Go11T8Nw0Ak0g+dy+VyA3lHpCthYmICbrcb29vbqN+nPnke6lbS6bR6dmQT2F8p2ASAmZkZbG5uolgsolwu4/nnn8edO3cGBIrMUULdAUGPBMgs680Jf3JyUrlBOFETnIRCIaU5kqBIapfYdhMTEyoJF/sms3Xy/uhOlOPI8vIy7t27N3D/HJck2ON7yf57VFm1BzWt04W3oKMT61ewbKUNrPxwCMEtE5GVLroRH7YuBZC41YXp6YeE6h0DtSkPGk/7kLjdGUgt3QnoqnKm4dWw8aUEer6d87nrgK9o9DNouk1onYf/vBp/+POoj7kAA4isdaG3DfQC/X7V8+qoPpGGu5HE1gtemJoBrWvA1bS/Ds92BRtfHUd92oQvr2HsvVYfWJ1JATqQe8aEt+hG9J6JQKaDxZ/yADDhqWjQuhq0zqMFSA9ijyX8U9O0VwCYmqZ50M8rMTJFtlUkKP2hnCw5gZJl4ATM9L7RaFQdj/Q7oxwk7c78DFyxyfoSHNx5LoZK0jjYyYmB+olkMont7W0Ui0VUq1VEo1E1qVLJLt0wZCJM08T6+joWFxdVnD9XdxyYKVLjNZEJkbU5JDABoGqGFItFxVQQOEg2QbYNV43lchn37t1TYYRSKGjHNNjR90fNpMvB6sIAdkCYFFu63W7UajVcvXoVly5dUomUqE+gWysYDKLRaKj00eFwWJW0J3MhXVpkMeh64jO3gnMCCqa5vnTpEjKZDDKZjAqbpNuKLjpqERh67PF40Gg0FEuVTqdRqVRUqncKl0ulksq5InOdMG03+yKwA7IBIJVKqaqfhmEokSUXE6zeS8aFepGJiQl85zvfQaPRUGwkMBhZY2WP5Dvp2P6tu7CIuV9YQvMnLyH3lBuNCQPthIFARoO32MbCHwkifsNE6EYGlYvjCGzUYPg9KJ7yopUAgu8sof78cXW87UuAu+bCxOUeQt/8EN2vXRxIJ33i33ZQPu5F/qLJ/E4AAM3jhfbEqYFaHAc2TUP7Rz+H4ik3Zv7+VZitFpo/8hxC17fRmk/Du1mB1upg8Y9NI3G7h8StHnALcN1dw+Sbp5F7cmeK1UwTwaUa2lNRtGOAp6qhNmugPu3BxJsmAB3Ru0DxPBBeMRH/1dfR+8rz0NsaJt42EP3uAnpb2zh8MOLxAIm/AOB/BjADYA3A7wL4S3vtJMEEBzxOuJzcyUJIv/3W1pbKq89c/1xpSSAiKVgyFdQV8PymaQ5k1JN+U34v/bakfQ3DUBUV6/W6yikhgREnf64oeU4ComAwiFgsNqCx4ARBJobAAdgZEEkHy1LmvM9isajYCE4o1HeEw2FV44HuJFK+TFBEFw+jWmTZack8yEn0qK7m7CJlJLDj/wAUqGSxtWvXrmF+fh4vvPACGo0Gcrmccnewv8h6MuzjFBVK8EbWDMDQfixZMbo9CFzS6TSA/gRfr9fVxM3oI7m/1EzMzc3B7XajXC6rCCRebygUUmwG+xQZB/ZVRprI4nKRSASxWEyFl5IFYQl2RjsBGHjfqLvY3NzE2NjYgL5KAin57KxuKccOaKYJ/797C3OvJ6GFQ9j4iVmYLg2mR4erDYy9WYDW3SGmtz4XRPWEAa0HLP2Z04guGggwAelOAkhofh9i14sIL/sATcPGK0G4ml24Wx5E7+oonxbjkNeDhT8ah/snXkH6gy78//bgxa7qf/jz2PiCBhgmtJlJaLkC1r7kxmxvHIF7BWS+MI76hAZXC4i9vQ4jk4OeSmLj586hFdfgLQGGf2ea1VsddINBHP8nd5D/4ZNoTOzcm941MfnbK9B6x9DzAfk//TIq8/1qobF3NtArHigd02O1xxG1kQXwxw+yjxx85WQkwzq5qq9UKmrVlkgksL29jfX1dSXWYiVQ7itBAOPpZepdqeqWwkjpN5U+f4IN7s8VfTKZhMvlUslyWOiIK7hCoYB6vY50Oj1QEZGREYlEQgEMeV5O4DIsDtiZYOhDpjiT7VUqlZQojVEhMl14OBxWK18ZFcJ76PV6SuTJ8E4J7KSwk8/NKog9amZl1qwrWxlCCfSf4cWLF/HWW2/hW9/6Fi5evIhQKIStrS0F8ORKm5E+FCXynZAgRoJoVutk/5XRF2QrWL6c5eupz/B6vQiHwwNuMbfbrdyGZBxM08TY2Bi8Xq/KAAtAARIJmGT/IDiVbp5isajaStf7+VlYDjwQCKiEVzxOsViEaZqIRCIK4Hg8HlQqFdy4cQOlUgmzs7MD/ZfPxQry5LM7yn3441ovlwdyebgbs2gmAXexCU85gPp8FOEPm9BME7W5MNpxILiuw3ADqevdAWZBmnlsErf+sz7brJnA+NsG6tN+tMMaJt4sI7IahN4xYXa60Nxu9PxAN2ygFdWx3yAKae2I3i8Xrpu4+RfGMP+Nfv2k5R91AxgDYCJ9BQhud3Djr8wgdmsWpbMmxt41Mfmdfors6pkYNNOEqWnIfj6F0EYHva1txD8aQ+5iFKbLRHCzjWbai8oL05j4/XXUnhiH4dbQ87lQOmfixl+exrlf9g0tm/5J2+OI2vglm49LAN4xTfM3R+xn+xJLMaGmaWrVIvMwMKkNV9T8TqbalemHmfKZoXTWSdHlcilAwmMRZFB4ydVavV5XKz5ZobRUKqFcLqu8AJubm0pFT1q4VCopcag1cyWBgxSIkTkAoARmvA/TNFGpVJTmg6AgFosNxP7z+rlC5LlktUn+TWBSrVZVXQSGJMo2sw7CR1lsadePCSD4NwA1sTGnR6FQwO/93u/hS1/6kpoUOQGT0TIMQwGJYDCIfD4/4KKTGhVN0xTopvsOGEzbPT4+jsXFRZw6dQo+nw/ZbHagui2ZEBqTTp04cUKxggTG+Xxevavsp4FAQNXQ4DkJRunekRV12V+5DxmOmzdvKrDA95naC+ok+BnBzeLiIgCoYmIyI60EETJ3hHyOjn18czdM6Ft5RJdi2HjVhdM3XQh/mEXxhXG04wbit4HEOxmYy2tofeFJ22N0Yz6krmnIPWPC1HDfxaEheluD+c4HCLyzs60+MdZHGwDyFzWU/1+vAABmv1mDZ6uE3so6zE571zncJ0/g3h+f7p9PlvaW3eB+Toep37wHs9FA7+wcADfS7zcw+Z06tFoDjXMTMFwaQvcq0Es1lJ+bQvEcUDrjQejky5j8Fzehd6Lo6Ro8W2U002mYmoba+XEEVirQM0WYLx9H6Zw2FFgdFnscrg0/gPMA/uX9/78O4B6AZzRN+4ppmv+ldQe7wZeMgowvl0l5OMFx9V6tVgeSKdECgYDSS0jqlOIq6igkDex2uxXdS5cCV1B0T/C8ksLlD/UHhUIB2WxWUc2sXSAFo+l0WgksOdmTtpb3KsM+eX0ydXahUFD3zURW0h/PwZNtyGgN5pTgNZVKJWQyGVXYiUyOTE3OY+z1DB3DAJMF7Liz2O9yuZwCeN/5zneQSCQwNzendA4Mm2R+BIIIAAOl6WXWV06SpP/Zp+nG4P7MbhmPxxV7QfdBrVZTbgS6wlKpFOr1OsLhMJaXl9FoNBCJRLCxsaEysXa7XdXPOckT6NCFIYGtzGeSTCYHNBWSsaBommHJrVZLMTSMDuF7YxgGNjc31VjAKBaCcj4Pnpfvh5UZPWpg+GFbM63h3p89hVbKQOoq0BmPwLNdwfYLfdeAu2Fg5acncOzfanA1e9h+JYFu2OwLLc1+VsxO0A1v1UBk4X5htoaJVkJDMw3U/uiLCP/GZRX2uf5j0zBd/Wfqz2jw5U10Axru/lwAQADJ96eQvlzcpaEwfR60kvYica1rYPY/dmDqGgIbNbTOT6Mx5kXxlI5j3+wAhonq2ThMLQF/to3CMwGs/HAM6ffi8JV7SL1vYvtzQOksEH9uHskPTWSev88g3u9f3lIb2y8nUJ9Ioh034GppmP5OF9h+4HJVj9weB5B4GsCrpmn2AEDTtL8H4LsAvgDAPmm6MKkrIHjgj1xVkYplWFy73UY2m1VFsTi4RiIReDweFTZGyp4AgAJODqBMDCVXKRyASI1yNc/J3br65Lmj0ShqtRr8fr86LwEN2QBrmF2v11NCN2uJb4rKeJ2MzqjX66odmH8gHo+jWq2iUqmoCYaAjH9zhcmJrF6vY3V1FWtrayqnBWsgWN0a1kH2qGskgN2rWfYhOVHJPsU+xDDnTqeD999/H6lUSgE3lgNvtVpIJBKq+BbZA07czKXAvCAMb2b/Yv8mQKUYNxqNIpfLKd0D06cXi0UFZCKRCGq1GkqlEmq1GkKhEGKxGKrVKprN5sAx+f5UKhWlr5AgotlsDrhAZBQH2TSgD3Spt6B+QzJywE5iNoYkezweRCIRbG1tIZ/PwzAMbG1twTRNlRKez0WCiFHP0LEHt1bSgN7WcP5/3QR6PVSenQJcUSSuA2PfuInmCyfRieowwj4YXlc/NbQGTLwBxD4soHomBtOlIZBpI5DpH9NdbCL3bBzFc0B12oVoIgFzOo3FP3QfhNy34KaB2O0a2kk/ymf6fTt/0UTpbBzun3oF7ibQvq/PN1195OJqadA6GDhOK+1F+GYB2NhG7QvnsP4DLsRuAsd/+SbMyTHUTu1U+sw95UflRD8jZfEMMHEZSL6+gXZ4GsULJjQTiF8vIfN8HEBfCxG+sob1nz7e13poJhIfahj/9Zvo5fKjQx0/YXscQCKBfjIqKkVCAJKmafY0TbOtxTqKFuZLL8VUANQkLdMFy7wMPp8P4XB4gL4n88CQSk7CjHxgBVFSpsxLwRUNEwhx8JcMBlc8HMAJJoB+1kiZqlhmJpS5MmSImqzrQUqX/3PVxUmdqzzpD6eojW3IFR3zFxB88L6q1Sqq1SoKhYLKDcFVswR0VipYUuVHXSNhNQkipHuDz9jn86k+pmn9rJUsDw5A5UtotVqqr1EHwL5M0EjAR1cJC9hRpwNggDkjAJbHiUajA2HH3W5XXWOtVlOsB/NBEICSXTNNU+U/4Tsg8zoQcLAPEvRKLQgAxcDR5cYU9xwHeHyyjQTW8Xgca2tr+OY3v6m0R/l8XjEqbFcriHCYh0drptuFyjMTAIC1HwggsmT2tRQ4CVMH9EoTGz8WA7R+SKe7ZaA12Qd9PZ+GSkzEfs76UJ3VEFoFJv7hW9j8c5dQOmsCEIzC/cfpXsuhnZxRH09+34Sv0EHhvA+hjV5fVCkssKHBXzCRfW7ns7Uv6cCXUjj5G2Gs/0C/XHpjQkfxq2cQfy8LV9NAz68jdK+MdjgB09U//9h7/eupPDOBdlTbuSgxPgbWa+gcH0P5jIHgho6xd1vwb1Tvt83htscBJP4mgPc0TfsW+p6eHwDw/9E0LQTgm3Y7yNWsVaxGqlZSknKypd+VKzG50pHli+UkCOxkl+RgycFGRmLI1Z30PQODAIAMBu9DRpUQnFDsSLqXuSH4I49P2pZ5KHhsDqS8NwIVJo6igI6+Z4rM5HdcLXICY1hho9FAvV5XE0QikVDhdZKRseoj+PwkoHBsUNBHECFDNPk7n8+rvAyk+une4oTPfTkZyz5OIEtgyBoa7G8U2vIZ0lVCd1un01GuCGpiyJiRzeJxWY9GajF4zF6vpyb8TqeDSCSidA/s49yGYEiCe4IMRm8YhqHeHVkPgzodhsDKWjzLy8u4ffs21tfXFZjmGGCX40QCYgdMPDrTWm34s220Uh6bL4HCC2NoJ/rP5syvltALetGcuM/KhnRkn7M+GwO+gg64XKgexy5zNzT4810s/fwJpK/uiNQ9VQOBG5vwfb+Ayo9fHNjHl9URXu+hG7CP2NG6Jnw5DY1JE80xA60UkLs4hqnvdxG5tgU0W8g/lYDe1hBa1RC9uoHqU2OIvLOGynT/Ik2XhqWvxQHNQGcqCu9CBot/7hgAE/6sCc83Lx9qFkLa44ja+Meapv02gM/f/+ivmqa5fv/v/7vdPsPU7lIgyM85KHOSjsfjKjtgrVZDPp9XJbs5cDCOXCZckroDCsMYoUC3BwcgrhilW4ArLgoxufriik3eG0NKZWZIsg8yE6GdX1au3rgfMDiA8zMWDWu1WqhUKkqUyusiy8DJhvU06PKhQFTTNDWAsy25vXRzDIvJP4pgwu6e5STFfgLs0Pl8/pwkAagkYseOHVPggXkW2Beknofi2FarNSCSlGW6CUooLG6324jH46jVauq8TGJFd5/M3dDtdhWLR/ah0+koHUcwGFR1M2SSNoJgahdkP2VfYVtItx/F0BQhA1DvSKPRGEiqpus61tbW1D5bW1sDuVXoQrKOLRLkWaM3HPv4phno6xxcJrZ+aBbjr+fQjscBAzA1qJV5N2hi+/OA1tWgd4DGTBjdgA7N7CeughgOtR6gGffd270RwM/sF8bqBu5rL00AGlCa96A+MQdfeXbXLpNvtxG4k0X2C1O2h9RbXUy9VsfiT/eZPlPrX/vKD7swEe3vY3hM+LM6Zn59CZ25vpBy42tzKJ/pMy25J73ohE1oXQ2ebB3bP9wP++zf1wEb+BO2x5LZEoAOIHP/fKc1TTttmuZ3hm1s58rgqp7GF54TL9B3GaRSKTSbTbRaLbRaLWxsbCAejyOdTqtVGAdrptDlYMi0uhRPcjLnqgnAgIBNahY4Mch01JKt4GBKXYW8D37PQZb3bf2M4IEgiYNsKBRCOBxWA7pMMmUY/QqPUtTJ0FhN09R3dNOQTalUKqpYExMLxWIxRKPRgRTiXDVzNSl98I5/ebCWC11CVnAlGQm6EarVqpos33vvPUxPTyvGCYCKwGBRLTJMdH8Q3Eo3Eydu9l0yePF4XAGOTqejGAi6yaSw2TAMhMNhlQgNwACANk1zQJ9DsTHdMXR1MKoKAC5evIg7d+4gk8kM6JVkvQ6+m/ye10atCJO31Wo1uN1uNBoNbGxsYH19XWW1lVVAJfvguDYevSX/1VX0PM+gOqeh8JSB8qkUZv9jG8d/s4w7P59A4KcuoZlwQe8A3qKG5Ec9+PNtdEJubL6kw1vWMPv7NZi6D/3pBEhc15C6UoZ28x5MG8E3zXQDtck+AA0slxC7nULpjInymftCzG1XP5GUsHbEBfdEbOgxqydCiF7L4vR/3y/WpUXCWPozp9EcN7D9ggboO8mxzFgYraQPtQkdpTP9vhVc1zH9e3lsfSGB9LU6Sk8mUDwHHPv9DupjbiTfzX5q2Ajg8YR//k8A/hiAD7HjuDIBDAUSnIjkysAu1tvqAmGiJQBKpFgul7G2tqbi4DmIcqLliowDpnQhSOZBMhB0FZBR4ABP3QGBhpXGJWDgatE0TcV8yGNxUJYrVbppyGBwwCe9LKt/yvoXZHCo82DtEEkdE6BwQiN1TeW+z+fD7Ows0uk0MpmMYiMITAgkCL6slUSPqlkFlTK6hc+Jz1k+b+oV2Bc2NzexubmJz33uc9jc3FQ0PdtbRvCwL8kQTzId7GMEu+12G8lkUmkpXK5+NU6CFJkKncCjXC4jmUwqUKlp/fwNBCFkUHi/TGXd6/VU1spqtYp2u41gMIhMJoNYLIZEIjEAiBgVxQUEXX8ESHStEQAxFDsQCKDZbKoCXY1GQ1X9lIJW67Pg9Vpdno49HDPqdaT+8esYf/Icbv/JJKAD/uUiAMDUgW5AR+x2HfFbJtwbBSz8qWNoxwmcTbSSJu7+bGDgmFqvn+Cp12yh8POfR88PGO7dz63nM5G/CHhLGpArYurft1A5Pg3TY8IUngvNALSOhmPfbAO61v8ZYhuvamjGxpH+/63CbLWAeh3j785h+cfcMG2uoZno54MAgOQ1DWNv5ZB/LoFWQkM75sX25zSYLhOZZ72oTxnoBtNILyz3j/0psMfBSPxhAOdM09x3izBHhIyWkC83KUrGo3MC5eDJ7WSopBxUgR1/MgVnnOBlVUQASuRlpUKl1oA0LGscyJoDMlmQpGylpoPbkSGRGSZ1XVcrfd4HB1vpl6YfndfE9uG9SBcGqzrSXy5Fd2RIZNIrr9eLUCikwkNJpxOksN24QpQ5PY7qgCxdF8AOQyXbRTJYdlof6RooFAoDgJkuBBneTOEtmSgp6KSOhiCF/ZVAkuA6HA4rfUU4HEY0GkWlUkG1WlVl5WXIJe/BMAxVEM4wDJU0ivqGUCiEYDCo3HL82djYwGuvvYYzZ84MaJforiE4IrMBACsrK5iZ2RHNkW1gO6ZSKWiahjt37qj8G2R4yIhwWwBq/LBqfiQr6NjDMWsxLlr2aQ3BdQ2Zp0OIL/jQifbHtuhdHe0I0In2a000x3YWKOG1NnrXb8F17jQKTwCGd/hzSl3VkHpjE7kfOQV/oYezf2cBxS+eQPH0Tmlz/7aO479yF2YqDnS66CVDaCaFMNJixQsmav/PFzD3P7wJGD34N2tw1+PoBkf3l/B6B70PbwLPvQSg73YJrmuoHjdRn+rfX/G8iepffQEnfuHRVDF92PY4gMQCAA+AfQMJTnzA7pA5AMrfaU3ty4GTEz9X4pFIBIFAYECIxcGCq3cOpsz+KH2pMr6dQkk5qRMgcBXFayILwHTV3I7fcwKnvsMwDKVR4Od0H5AZIKiieE7mm5C+aJnlkNuRreG90tcty0qTmSDjwAHcNE3kcjlUKhV1fJlMiGBCruqOMpDgRGh18cjPZISRdA0QLCSTScVAyBBPslBMPsZnwPOwWiyBI1f04+Pj8Pv9uHHjhtJF8FoJWHlc9nmPx6OqzLImTalUGmDYCGZYiyYcDis2heGjBLmMrOJ1ezweXL16FTMzM4jFYtje3lbtRFAlQb+maZiYmFBuHGbQlO8k+2+pVBoQVvL9AXYXAbRqfex+HPt45jpzEgs/l4DhMaF3NDRPJODbrAKaiW4IWPi6H3rHRCvhwbHf68CXqUO7sYjyT15E8ZSOE7+2hN5EXB2vcjKMwl98BY0JwPCOZkBNHdB6BmJ362gnvKg/cwyhtSZCq4Cr0YFeqiG4Hkfj6WPwL+RQuTiOjVd0mO7hxzVdQM9rQg/4YdRqMK5+BN8PvTIAJEwN0PIlxG96kX2+H3lieHXofj+Sb2WQ+MAHPVtC8GoXnflJ3PsjQRj3mRLD8+npc48MSGia9r+gD+Xq6Edt/D4EmDBN8y8P21f6ZOWKzRpqyMFBRmsQFHB/ruxkghpOslw58/gUV9brdZV7gisVrrT5GQEBr0mKFzkBc6LodDoDvl0ZBifpVmoeCDiYQEiCCH7PyYHsAMPbmHqYbce20TRNhceRRdA0TfmWeWwCMIbOejwehEIhVfOB/m8+I650+SPZCKtw7agZJ2gyXlIroev6wLMEdvo9WbalpaUB7Y3MIiozmnKy5bbtdhvhcFhN7hIoSAEy2TFZK4MCS+aFYAGuUCikvjcMQ30uNUaGYSAejyMWi6k+RiZC13WUy+UBjQITsG1tbeHy5ct4+eWXFZhmv5GZNPlu8b0i+yIL97FNqP3x+/3IZDLKRSLfeba5zOQqwa+dO9WxBzcjFkQncn9yNAFPuY3VH03C1Hfa1/CYaKVNBO5k0btzD+0fegFbLwK+LNBdXQNW19S2vfMvKZ3DXpZ/2kTp9BTmf7MCmEA36EI36OongTJ96GcoQF+E+fwEtl5EPzX2Htbzm1j/c89g4u06tNfeQ/JGB4GMG8VzffFlK2Xg5n81j5P/pq72WfuyjvD88xi/XMfal4KAGYe3DEy+VlTOf19eR/y2MVL7cZjsUTISTFZ6GcA3DrqzBBPAjiBNTlBcFXMVzcFVqt45eJKt6PV6ajKUwkD5w7BIWVWTynD6aqX/mL5nTtpcmfOa6K7ghCJFmpzkOZhJ8CFzTVCXwYGUbAjTfRPoMJEP24L3Igd9Hp+Tm1ypdbtdlViI4CgSiahkVlagIEMUZWlo+XyO4kBM0CABLduYk70U08qcEjIXCfsMQy8JUCmWZT/jvh6PB81mE4uLi2pyZ0bVYrEIv9+P+fn5AQEv2TBOyLwmJoSiEJlJzaR7jc+djAGjP4B+/RYC1VKppFwcrBDK+zQMA9euXcP4+DjOnTuHfD6PQqGgQDKZjWazqZgdmU+CAEH+vba2pvpduVweAOISKEhWbRiIsAqkHXsw07oG9I7WX3G7TGy+FEYrMVix02q5J31Iv2sg+dYmegDcszNY/Xo/fLKVBAbyRYwwUwd6fmDj1SjCGwY8FZsJWu+XBM88r+0LRPRvCtA7gDtfQw+A77fehg9A4oUnce8PR9EL9O917cshda2mDtSn+im+J99sYf1VH8qnDbTicZie+5GFayYi/8cb+7uGQ2CPDEiYpvkrAKD180U0zZ3Mli4AvlH73t8fwI4WgZMeP+PKjP5aTqpSKwH0J8aNjQ2Mj48PxNxbVx9y4gMwkG2PER50DXAi599clZNG5WDGY3HApPaB55YTAVepHDSlBgPY0Y2QMpZABIBiQ8rlMur1unKnyGgXGXLKyA8rvd5sNpHNZgfEcaydIFd+EkhYXRpyACZgOYrG5yr1EhJQ8DsmC5M6HIJLoN9/bt++jdOnT6s+KE2uxskgvfHGG9je3h7oK8FgECdPnsT09LTaj6CG4ZUU8NIlSNcdWSoCSzJiTASVy+WUTsIwDFWRVNP6NT40TUMkElFuNAIWXdfV59VqFcViEceOHcPs7Cxu3bql3iEJlqj/CYfDqv9SS+JyuVAoFLCysoJQKIRjx47h9u3b8Hg8inVgG8txxMp2yj58VPvvwzbjveuIXXoZhSf6boHq8d0gQG9pSF8zgVIVADD5S68DpqkiGMyAD9UTD7YwMd0mqidMJG73oBm7n2nwg02UPzdjs+do85bNXcW0zMsf4sS7Gqo/+yI2XwKa44PX3PObWPgZP6ILOmb/oIF7P+1HK/3pXXA9Do3E7wP4IQDV+/8H0C8l/sqoneSgykGHq3dJq/O33+9HLBZDPB5XkzGLYuVyOaytrSlqXx6bAzD1DAz35GfWCVuKI/k/AQCZC6uoi4CHQkaKSOmOYeVEsgq8R65UKaazXod0gxDcMM8FB3QyKLxXbk+Gw6pHKRaLKBQKA2JRqe+QYILbWDURUqNxVAdhq9hSujbkNrLNpNZHhjXruo7NzU1897vfxZNPPqm0DpwICVgY1hyPxzE5OQm/36/AQKPRgM/nU1Vp+dxlhBL1MhTaMnsl3wm6PCqVigKrZATHx8eRzWYVYACg+iKjNwAoEEHRp9frxdjYGCYnJ5FIJLC2toZyuYzJyUmVF0bqf7gYoBtQZvfk33fv3kU+n0cqlRpgE/geSZBgF6VBQCHHHccejk387iqqs8eUmNJqrpaG6D9/fSf08RGMH9vP36+lIR+rCcROHsPkt7LYfiG9j6XujvV8gGtsDABgFAowu124EgmY7TYiv/4uYlfn0E2HsfLDQXTCRj/bJQBofQ2F6/X3of/EJfTuz8buugZP/dM1bj6Wol2maRJEwDTNqqZpwYMexG5g5iSmaRqmp6dx/vx5JRYLBoO4ffu2EpzlcjmMj4+rCopyciUIaLVainmQzAUHPw5YXKFRjyA1GUwnTb+wzK5J0MGiSxRuylBK6QaQmgpgZxAmKJEKf05E0t/O65eZLiVbIn3OBF8bGxsDgkr6uM+cOYPp6Wm88847irGQE6Gkgp0wusEsiVamgX8Dg9Um3W43YrEYkskkqtXqAFAmXU8gkE6nB4TDnPw3NjawurqKQqGAsbExTExMKJcZEzqxn7EsON0h7FPUxMhkULI/MXSTRbtqtRoSiQRSqZRyobGvMUNmq9VS2VdlQrhut4vJyUnFtFG0W61WYZqmyjBLIFIqlQY0R6lUCisrK8rV0mw28dFHHylxKF1CrHpbrVYHmAg7IaVcqFjBn2Mfz7pLK5j798n7hbP2NuNLz6ET3pmmmnHXiK33Z62UDYjRgNIZE6UzKQyL0hhmhSdMFJ44BQA49w+y6N28g5U/dwF6Cxi72oR3qwLTrWHur7+O5f/3y2jHRzMPJ36zCry1ZxmqQ2WPA0jUNE173jTNdwFA07QXADT22slu0LWuGsgOcMWSTqdRrVYRiUTwzDPPQNM03LhxQ62yuJomJctJl2IxDir1en2X5oIgQuaZYNgZV1acQMlscJXECZepi4vFovI7R6NRBRikYE4yHqSfCSKklkKCB4IqyVrQOEBz4uJEIUVoxWIR29vbChQxcsDtdmNsbEwlR+KkY30uEkgcRV2ENLIE/BnVlzmheTwezM3N4XOf+xyuXr2qBK+MhtB1HTdu3MD169cxPT2NqakpxZ6xiFan00EsFkM6nUYoFFL9NhKJKNAqXVNMZKbrOur1upqQmRW10Wioyq/US8TjcZw7d071+cXFReXaI0DQtH5+Cb6jTL1N8E1ADezU/yCooZaJ4J4AwDAM5PN5tT0jRKjx6PV6eO+991TRMfb3ZDKJM2fOYGxsDK+//jrW19eVRoVmZSnZfx1G4uGb69odnN9M23/Z7UEqUlzlNhb+kO+RldFOv6uhPK/1U3I/6DnEfos/Nw69M45W0oThMVGf8UFv+TD9vQ4y/4+XceLX89CrTSz/zDRS1zsIvXsPPQCeioaez4SvoENvdvap/Dg89jiAxH8J4F9qmraOfpNPAvhPDnKAvVYEnAS5Qm80GpiYmMDY2BgWFhZgGMZAWKfM3y9V71S2M6Zeah7kb6m/kMmtpD6iXC6r2gAccKm6J2NiVZHzGqQ7QtKvHIAJUKyRLZKK5WBIN4pVr0Bg0mj0MV2tVsPKygrq9bpKbpVMJjExMaHKMxcKBQWCpKtJPicCDOvEedTMbvLhc6FZ3RymaQ7kYdjY2ECxWBwAf9QY5HI53Lx5cyATZDgcxtTUFNLpNGZnZwdEnMwkaZqmAroUPzLzI/OgsI9Fo1EFMMrl8kCdDhZzazQaCmRQ88BoIwAKyLDSZrPZVNfVarVUWDZFzgQhTM1OxqVWq+Hu3buo1WrqPUokEvipn/opRKNRbG9v44MPPsB7770HYKdCL9O6z87ODrwbVreFnbvzqPfhR2VGrQbjXm1f27qyJQCRR3Yt3qoBvfvxWQ6atfy44TFhuIHAShnJQBy4u4JurYbpv7UIAAo0nfiVRVSfn0Xgd96B8SkU9z4OIHENwHkA5+7/fxPMcbqHjXqBrS8+s+X5/X7k83nE43FF5TI0cWtrCz6fTyXs4QQL7KSx5iqo1+sNpMyWCZv4v4zhp6JcRnTwc4otmW2S102mgYwKmRI5wZOhYBSJnMClZkT64K2JqDjwcnv6rMPhfsgT0yxnMhm4XC6MjY3B7/djcnISwWBQgadMJqNWhhxsOVHxnpxBt28SMAybkKwgjBEwzWYT09PTKtxWUu3yObMMN6MlZmdn8cwzz2B2dlZlkGQEBQWU1PEQwFYqFYTDYXi9XkSj/TrKMrEYXRHMpMqsl5zo+TlrXVSrVQVGY7HYwHVTPEpmhO8c2TkaWUayIyxnv7m5idnZWbRaLdy6dQt3797F9vY2ZmZmkMlksLm5qaJBYrGYWgjMz88jmUzizp07aiywskWSKbKyejJ6zLHHbJ0O3HUN3dCne1wxPS4EfuOtoUxDd20d/rX1AzpVDo89DiDxummazwP4gB9omvYugOcf5GB2PksOiIVCAXNzc2i329je3kYsFsP09DS2trbUQEptg6xpwYkegKL6pQBOCiSlCEuCCeoQKHgjqyArGlr1FDwm80RIFwZXY1LDYRiGcqXIe7e2Ba9Pqs4lm8JjyYgTaklCoRCOHz+uqHGm8u50Otjc3FTtKH3mdhOlHIiPqp/Zjha3toXcRtbOmJycRCQSQTgcVkma2BdloS4eg1qacDisas7k83lEo1HUarUBgAlAuS8oqmRWS4/Hg3K5rPKpNJtN5X5jNksZaUEg7ff7USgU0O12B9x1dMvIjJvSdUiXjQx15qIgEomg1+thdXUV9+7dUyGpHo8Hx44dw+bmJpaXl7G0tLQrSy2TYgUCAdUWDCmV2pW9XHCOa+OTte7mFsYvn8D6D3y6nsH424Cv1MPGS250wyZWfjyBmauf9FU9OnuUCakmAcwACGia9hx2PElRAHuKLQ9KK9ZqNSwvL+P48eNqZRSPx3H+/Hk0Gg00m02cOXMG5XJZHZ++WJ6Dgx2NE7GsmSFX3RzMKfDkwMrjE7DIyAiCBxqBB10Y3IafsWInz8FrJsUtxZYA1IrWzuXAQZb3xsEbgPLH0+1CKpqRH6VSCRsbGwOrOd6nFUDI748qS2F1+9h9b3UBkYlqNpuIRCI4ceIECoWCKucOAJOTk9ja2lJROdy/Wq1idXUVp06dUqGc1Ej4fD6la5EAstPpqKyVnGDJ2BFgN5tNbG9vD9SmYZ/kfRhGvzAcWS66T3h/wWAQsVgMrVYLpVJJAVaZD4PHa7VacLvduHDhAtbX17G0tKQYRtbMIDvBvCYUiMp6NHSBTExMYGpqCrdu3UKxWESlUhlod/lOjALEjj0e0yMRZH7uKUz81gK6m1sAAF+hA/+2f1cI5WG25Bub6C4sIjrxMppJHXoPyP3ZlzH+Lz9E7/4c9FmyR8lI/CiAPwVgFsDfFp9XAPzV/R7EbgUnjf93Oh0sLy+jUqkgmUxieXkZm5ubmJ6exvPPP49KpQKfz4fl5eWBGHdgZxUv2QK6Oagep0hTThAckPk3wQS1CFTiy/Pw2ByoCSwkfUpAIqNF6D+W1yjdClzVkT6WoES6caTeg59ztabrukoYRPo7lUohmUzixo0byOVyA9dpN8haqeKjykiQBRrlzrCL5mg0GlhdXUU+n8fs7CyKxaI6VqFQGCiIZgUhmUwG9Xod6XRaTebtdls9U2v2R4oXCVKZQ4KggToeutUoymS/Y5+r1+sDYIA5KwhemWWTVWal/ojbAztF76LRqKr3oes64vE4xsbG0Ov1cPv2bSwsLAxonOi+lOGgjUZDRcBMT09jYWFBtZ9s/2GMg+zHR63vfpJmVCpI/ePXBwWX33oXJxbncOOvTD/08xVPu9AJP/zna7r6fTr5T17vf6BpA/kwAAC6C8YrF6F/772Hfv7HbY86IdWvaJr2ddM0//UD7D9UsGZVwgP9iXNzcxMfffQRXnnlFYyPj2N9fR3b29s4efIkxsfH8dprr2FpaQmzs7NqJSR1BRQwcvKmf5T5KBiuye/sKFIZHspqm1IJLgtlmWY/QoSUNlN4c2CVAILAxqom57HJUsgMoBysZZtJ8GIYBkqlEtbX19FoNBCJRDA3N4dYLKYYi/HxcWiahoWFBeVv5z2PenZH3exEe/xcmvW7VquFTCaDN954A6+++irOnDmjMrHquo7t7W3lXpBZM6kTunHjBnw+n3LntVotxGIxTExMKLZNioLp6gKgsj9yUo5EIkgkEgB2EqP5/X7FUlCcmUgkEAgEMD8/rxKaEQRrmqaYg16vh0gkMpBfAtjRAfn9fiSTSeX+GB8fh2ma2NzcxNbWFjY2NrC8vDzAdlA/JEOiCTzGx8cxPz+PYrGIxcVFFIvFXVkqrWJLu2fm2CdrrolxNE+OPZJj16cfDctx509PYPq1FPzfvIbizz6HZlLHxC99f2Cb6tc/h/qEC+PfeySX8FjtkWskTNP815qm/SSAJwH4xef/wz723ddntGq1imvXrmFqagonTpxQvv9cLqeS5LTbbRSLRVXIS67YpaiRhbQkY8BwT07OcnUm805QOEltAQd0TdMG/Mf1el0NsqxBQAEar4UrPUkly7aQbhapjeB1AjsKdt6njA7RdV0J444fP465uTm1+o1GowiFQlhaWsK9e/cGVnOO73i0EfxZGQg7N5A0Rvysra3h8uXLePbZZzE1NYXt7W2k02nkcjkFCKVWhcDizp07iMVi+MEf/EF0u11sbm6qfiATm7Fvsl9IdiAQCKDdbqtKr6FQCKlUCpOTk8hms1hcXES1WlVZLmdmZpBOp9HtdrG0tKTOI/sjWQ5+TpDh9XpVqDOZsFarhWg0ikajgampKYTDYbz77rvIZrNKi0QQwX7O86TTaeXeuXjxosp9UiqVlHBVmpV1sGOJnH7+yZkrkcDynz6NxsSjmfA1o58U6mGHl/YCJrIXPfDNPo/iOROBbZttfFr/3J8Be+RAQtO0v4++JuIrAP4RgD8K4K2HcWyry8Mw+mWJf+/3fg+XLl3CuXPn4HK5sLS0hHg8jmPHjmF7exvZbFal+5Wpd6WbgoM1wQQHXNa2oJtDUsUclGRomd/vV2mEuU2z2VTb8HuGyVkV5HLSBwbFlBxMJaVMP7dkK3gsCXy63S5yuRw6nY4q4ZxMJlXeAL/fj4mJCWxtbeG1115DJpPZJUwbBSaOOjW8V7sMM7JU6+vrSlQZj8cxNTWlmIK7d+8qsEt3A9CfoKvVKpaWllTZ72QyqQq6MQKH/bpYLA6AQx6DwJY6ilwuh1wup8Bkq9VSrg+fz4dcLoeVlRUVKkpmwFoZl4wW+zp/+F5pmjYQZdJsNlXhMEZdyLaVuV18Ph8mJydVRs/5+Xmk02m8+eabePfdd7GxsaHcfmxnu2dlBRRH0S13mEwLh9B4hNqIiTeBwlndPknVx7TGhIHGxEM/7KG0xxG18Yppmk9rmnbNNM2/rmnaLwL4nYd5AjlpdbtdrK6uKh/q/Pw8dF3H1tYWJicncf78eVy5cgWFQgGBQACBQGDX4M4VPPNOcIKXE7Z1AJZuBKvLhd+bZj/UjeWNmaAHGKRWOenzc1kgzCoIk6moOSDLSUBm6JMiznw+j6WlJcRiMZw4cQLxeFzliEin0xgbG0OpVML3v/993L59e1fI3LBnQBu1Ej8KZhf+ae0bo9qk2Wxia2sLmqbh3LlzePbZZ9FoNFAsFjE1NYXl5WUFVEnrA1D9/9vf/jYuXbqEY8eOqegLgggmewqHw6qGCwEwQ1ClEJf9j+fx+/1YXV3F3NycWuUzeolZLLm9vEcrg8dIE4IJ9qFms4lyuYxCoaC23d7eHnCtMTKK189cEQQU1P289957SpwqXaLDwNxRBr+H0YxcHqf+dRorPxTcMyPkQUzrAVpPg7vRg2bsKxuBvZmA3tFguvulv63n8JZ0BDdNJG7tzsGYfGML8HnxWQgufhxAgi1Y1zRtGkAOwNSjOBFffq62X3vtNbRaLczPzyObzWJ7exsTExM4e/Ys3n//fayurmJiYkKxDlK8SOW39B9zxS/T+8o001xVyZBRYCf6g2GickBkrL01vbWVeeCx+D2FcXSx0MiSSNGopmkqCVCn00Emk8GdO3egaRrm5+cRDoeRz+dRr9dVzYONjQ289dZbuH37tpoYZBvvtaqWqnhJwR9FswNSe7UHXQ/b29tKy/D000/jiSeeUEB2bW1NRQZR8Mjv3n//fbTbbXzxi19UIdBkJpiUjf2OLrVgMIh6vT5QzZWZVN1u90Cq6ng8jkajgVAohGw2O5D4jCwEr4cTs8zBQj3G2NgYOp2Oclv4/X6Uy2XUajV4PB7UajW8//77WFlZUe4QGYoKAFNTU5iamkIikcDTTz+NVquF5eVl3Lt3byDSiM9C/ibIlsJLa589yn33kzaj3i/PfXJxGls/cRzdgIbK/McHFOPvALHfuAKz2wUufv6Bj+Nqajj1N65h/T9/BtW5weuaeNNE5BuXgV6vfx6L9e7ce+DzHjZ7HEDi32maFgfwN9EvKQ70XRwP1SQrQZFkLpfDtWvXkE6nkU6nsba2hlwuh7GxMZw6dQrXr19HtVrF+Pi4ql1A44DFRFahUAihUEi5NCh+I2Cw5u/nYGdlKbgyZB0CHkNqKqx1KrivTM9NsGAFErIcMvdnjoxer4etrS3cvXsX3W4XFy5cwNjY2C4QsbKygjfffBMrKysqiyXbeJjZsRFHeXUnn91BJyS5b7vdRrlcxsLCAhKJBE6cOIGZmRkFcjOZzMCETavX6/joo4/gcrnwYz/2Y3j66aexvr6u3FkExGTJ+DfLzuu6rkJM2X8YoUFhcKVSwauvvop8Pq8ijbxeLxKJxMDKn+mve70eEomEypVCNoUZMjOZDFKplHL53blzB9evX0cmkxmowsn02pqmYXx8HOPj44hGozh3rp/z7u2338atW7ewvb09tHCc3fOxMkejGDjHHq9119aR+uV16KEQXH/8aVROAoarX9HzoKa3NLhaBoz72VfnvpGHGfCglfJj5avugx/TNKG3+gXHDE+fmTj2ez2Erq2jKxZhn2V7HEDibwH4vwD4IoDXAXwXwN971Cfl6ogr60uXLiEejyOTycA0TczMzKDRaOCjjz7CwsICWq0WpqenB/QFFJ5RiV4sFhEKhVTSH4bGmaap3CEc5CqVCiqVinI1UA1fqVRUPH6tVkOj0YCmaQMx+FKMJlkOOaBxFcn6IaSHpTCTK0OgDzCy2Szu3LmDVquF8+fP4+zZs6jVaqhUKpicnEQ0GsX777+PK1euYGtra2QJ5WE+Zus2R3UgttNCyLYY9r1dWzYaDWxtbeHKlSsAgNOnT6NWqynwWigUlKZHtnmj0cCVK1dQKpXw0z/903j55ZdhGAaKxSI2NzdRLpfRbrcVOGWaedM0kUqlcPLkSaWZaTabimWo1Wr4gz/4A7z44osoFov48MMP8cQTT6h3KpFIDLB2DP0k28CslaZpolqtwuPxYHl5WWmXgsEg1tbWcOfOHWSz2YGJngX1mIF1cnISXq9XJaJ77bXXcOvWLeRyuaH9Vy46eFy7zx07fGbUakj/o7cw5nKh++pTWPoJHwzPwZ7XmV/JondzYeeYH9wAAHgBjMdfwtaL+z9Wz2+i8EeexsQ/fAvQdKz9lc/B8ADBywvobtkoLD+j9jiAxK+gnzvil+7//58C+FUAP/egB7TqBKwmP+92u1hcXITX68VLL72EVCqlqNj5+XlUKhXcvHkTq6ur6Ha7mJ6eVjHwNIohOSAyNp+1NGRcPUM2CRxYu4P1CgzDQDAYhKb1E1YxqRQjKGSdDZpkHijYpAuDan2yFLLksgxhpTujXq9jbm4OZ8+eVW4O5opYWlrC5cuXd60AZZvud6A96gOyZImsNqxd7IAFf9frdeRyOXz44Yfw+/2YmZlBuVxWegdmkASgRIXU9dy9exe/9mu/hhs3buBLX/oSTp06hWg0irW1NWxtbSn3HUWRAJDL5VTlzkAggEQigWg0ijNnzmB7ext/8Ad/gNXVVVXL5uTJkyp99tbWluqPvAYCBxmmyb5Zq9WQyWSwsbGBbDarADJdMWxPGanCFO6BQADPPvssPB4PLl++jIWFBWQymYF8J3bAQeolJNNh90yOcj8+lGb0YBo9uL5zFfoPfR6G54D7d3uAsVuZ4J6ZRuGcDhykZJYGmLqmXBfuBhC500XvPojQIxG0P38WrYQboX/15gEv9NNjjwNIPGWa5hPi/z/QNO36xzngQVbJXJnduXMHkUhE+VArlQqCwSAuXLiAcrmMjY0NbGxsoNVqYXJyErFYbEAYxjwSNPqPO52OytAncz5w9cQYd8b+M3oDgEoHTNU5mQuCBRlFMkyox89kjgmuHClcY/x9rVbD5OQkLly4AE3TsLGxgXA4jMnJSeRyOVy5ckVV/5QDrdX2o4846oOv1aUxyr1hJwC0tj8ZA3724osv4ty5c7h27RomJydx7949BR7JBMg8DVtbW/jd3/1dXLlyBRcuXMATTzyBqakpTE9PK/cC9RGNRkOBZ7rtKHzc2trC66+/jkqlgitXruCZZ57BL/zCLyCfz+P69evKHWPtBzKfCVm6druNzc1NrK6uYmlpSQmkybRIFwzfB4KImZkZuN1uXLx4EYlEAlevXlUMBoH3fvU8UptkfV6OHV5zXTgN4/4M5i3piN020EzqqJy0BwJ6W0PqfRMoV22/NwO+jy3oHP+7rw/83/iB82jFXEj8zs3PhKhymD0OIPGupmkvmab5BgBomvYigHce9kmGUZW0er2OGzduIBKJ4Pjx4+h0OigWi0gkEnjiiSfQbDZRLBZRrVaxsbGhoheom5DHpruB7hOW5JYgAdiJqGByJ+op6M6g6p7b0g1hnVhkkhyK1ghOZEEuMhZkKUiJr62tKWHcyZMn4ff7sbGxAU3T1ERy5coVrK+vD6QMt7bhfp+DvIejbHaAahSbJtvMrh2ZitrlcuH27dt49tlncebMGXS7XYyNjalU1qlUCqVSaSDTKfsgk7S98847mJ2dxdmzZ3Hs2DFMTEwglUqpsFH2ceojSqUS3n77bfz2b/82bt++rZJO+f1+XL16FdPT0/B4PEq7QDADQLERZClMs1/lNJvNYmlpCSsrK8qFYu1/1BDJyT2RSCAYDOLkyZOYnZ3F8vKy0lJQgLnfPizfMzvg4QCKw2tarogzv2IAuo7CMwlE//kbiD/3JNqxGI5/Iw+tY5m6uz30bi882gnd0l98v/U2fMBnGkQAj7bWxvsATAAeAN/XNG35/v/HAdx4yOca+T0HsVwuh8uXL6uiRoVCAeVyGel0GmfPnsX169fVBJ3JZNBsNjE2NoZwODyQDlu6Dzg4yjTbstKm/JGMBRXzVMEzooOrQO5D1Tywk9+CQIKThLU6KZNura+vKyFcKBTC/Pw8otGo0onMzs5C13W8/fbbuH37tirQZW3XBx1Mj/LKbtREtheIAAbb3urmKpVKuHv3LqLRKJ544gkFhBlaHAgEMDMzo2p0NJvNXSGipVIJpVIJN2/eRCAQUNVydV1HMplEJBJRfWljY0NVfiU4YD+8ceMGfvEXfxFf+MIXcOrUKfh8PpTLZVVAjDkpAoEADMPA5uYmNjc3sb6+jvX1dWQyGZWRVSZMk0W4CERarRYSiQTGx8fx1FNP4fTp08hkMnj77bexsrKiQjwP8mykDWvzo9qHD7t1N7eA+/U4oh/2PzOvfIhjVw7knHDsIdijZCR+6uPs/CD0uDVKwLqyIJi4du0aXnzxRSQSCRSLRdRqNUWV3rp1C9VqFS6XS4nR4vE4YrGYmvRlVIT0xVrLDUt6mqs76iJodI3IIlr0B/Nznk+GdFJcJ++x2+0qXzp93KZpIh6P49SpU5idnVXq+enpaUQiEVy7dg03b97cBSJGtf1+2Iaj7t6wi1ixtpsdaLN+ZwVz1BkUCgV89NFHiEajmJmZwbPPPgvTNJUwmHVSpqamVOEvJriSx2ImTZYFB3ZrBaSGgKCAYJmus2984xtIp9MqYiMQCCg2gzlTut0utra2sL29rbRG1r4N7GiSgsEgotEoKpUK6vU6YrEYUqkUzp8/j+PHj6NUKuHdd9/F2traLhAxqo9aAcMwJoj/H/W+fFTMWFnHuf8NuPsnJ9HdR/2N6B0dU/9hAyhVP/OMw172KGttLH3M/Yd+N+zF3mvyA/qT7crKCrxeL1599VUV/tjtdnHy5En4fD68//77KBaLahJvtVool8sKULDoEFd4UphpN8FLV0OpVEKhUEAkEkEqlVL3I+smcB/+L/NRWGlfACp9d7lcRi6XQ7FYVJEf8XgcFy5cQDqdRrVaRavVUgmn1tbW8P777ysR6H7a0bH92X5AmR3jYycM5G8JABqNBrLZLK5evQq3243Z2Vm4XC60Wi2sra0hn8+jXC5jamoK4+PjaDabKBQKip2QNSesoMcKiNkH3W43YrEYfD4fSqWSmvBZaZMsg9Qz8Ppl0inrPcv8EgTRrF5arVZRq9UQCoUQDAaVO8ftduODDz7AnTt3sLm5ucv9ZwcMpB7Ceu+y7Y+6S+6omtlqoXfnHqa+n0YvsHeSquBq5TOVC+LjmHbYJg1N08xRivcDHguAfdrbYDCIp556CpcuXYLb7UaxWFSDWSaTUclsGBtP/YLP50MsFlOFimSiKGu6bP5uNBrY3t5GoVAYiM0Ph8NIJpNIpVJq9SYFntxOtodcwZHFqFQqyGazqFQqA66WZDKJCxcuYHx8HKVSSYGhY8eOoVwu43vf+x4WFhZ2xdrv1Sf2q3+QK777/x+JEVrTNFOG60pwYJ3o7IDDKKGgfDYulwupVAqzs7O4dOmS0km88847qhJur9dDNBpFPB6Hz+dDPp9HtVpV52HyKevkL/schcCdTkdFdjDcWRbnYr+jm0JOyvzNEGlr3gv2fwCq6iiTrvn9fkSjUbzwwgt47rnnUK/XcfPmTdy4cQPr6+sDabnFM7AFLdZ2lPdJoGHd1wKAjkQfjmpJ80Xtq5/0ZTj2COyb5r+6bJrm5x7mMR+H2PKB7GHQicP2N01TJezx+Xz44he/CLfbrcpkx+NxPPfcc5iYmMCtW7dQKBSUfoFhadlsFsFgEKFQSNXLsIowGZbHgkFAP/9DIBBAq9VCtVpFvV5HsVhELBZDJBJROgopsJPuDR63Xq+jWq2qWgSSJtY0DVNTU7h48SL8fr/ykxNEtFotvP3221hcXNyV9W8vf75ddAE/t5pDCdtHsdi5K6z77HU8ACqagqLdJ554AhMTE3jyySeVm2NjY0O57wKBAICdmhsEANYCYLxG+UOdjtvtxszMDMbGxpRugpkoZQpseb2maapIIitgJgDxer3wer2KXWN+C2oiLly4gHPnzsHn8+GDDz7ARx99pECEbEdrltdRIML6vQyt3s+zcMwxx/p2aIGE3QR2kJfaumq2WwFWq1V88MEHCIVCuHjxItLpNEqlEkzTVGxBJBLBzZs3VflmACq0rlarIZ/PK1ZCuiD4mwN1PB4fyBXBCA/mpiiXyyrE1OfzKWBCI/vALIAydwS/7/V68Pl8mJqawpkzZ+D3+5WLJp1OK4rbmvrazp9v9wz2ekaO7Zh1RW61Yf3bylbwu2HGdPBAv/rthQsXMDs7iy9+8YvIZDKIRCK4desWKpWK0kH4/X6Ew2FVH4NsW/N+pj9ZH4a1ZoLBIJLJpAIhnU4H0WgUp0+fRrPZxOLiohIoy4mdbj6yfXxHTNNENBpV4IYFuiqVitovHo/j9OnTeO6555BOp2EYBt5++218+OGHWF9fR6OxU79gVPtZzS4ixrq94+ZwzLH926EFEtIe5GUeRQnTGJv/5ptvolar4dKlS5icnFQ+X13XVdKb1dVVrK2toVAoqERTmqapSZ90MFdEzDxJWpigQGad9Pl8CAaD8Pv9qNfrqNVqqNVqKJfLAzQrJyUeg9+RdmV9g3g8jvn5eczNzcEwDFQqFfh8PiQSCSSTSXWvt27dUgzJKNZGtqN19ewMsKNtGGtjB4j301fl59YJsNfrqayQlUoF+Xwezz77LObn55FMJuH1evHRRx+h0Wig0+mgVqup6rdutxuJRAI+nw/dbncgY2symYTf71eVZ8PhsAK9slhYq9XC6dOncezYMeRyOdRqNeRyOZUi3uv1otFoQNd1JVhmFIdhGMhmsyq5Fvs5WcGnnnoKkUgEhUIBV69exb1797C5uakAi2yT/Wik9gJ2di4Rh1lzzLHR9qkAEo/qJeYAUSwWcfnyZeTzeTz33HOqYij1DGQmZmdnsbW1pTLwse4AQ9xYAIn+cQIBrvCk31wmwaF4MxqNDhQCoxaC8fUEFfRrU0ORTCaRTqdx7NgxRKNRVb0xEokgnU7D6/ViYWEBV65cwerqKlqt1oHp9FHtd5B9jooNAw/DABo/2297Wl0mLCHOcOFms4n5+XlMTU3hpZdeQiQSwe3bt1WNjmazqVwIzWZTuRYoAtZ1XWlugJ1smT6fDxMTEzBNU7nFyDZEo1Ekk0mUSiWcPHkS8Xhc6TQqlYpKvkbmgZohAnAC6+npaTzxxBM4ffo0fD4fbt26hY8++ggrKyuqVshe7S7bVP62+24vfdBR78uOObaXfSrFlnb+5lHbWbexc3kAfWV5KpXCc889h2effRbBYBC1Wg2tVktV+GQM/trammIorIW2uKLzeDwq5bVkE7gNmQr6q5l4R9M0BSY40HP1x3vy+/1IJpOYmJjA7OwsotEoTNNUAzdD5ZrNJt5//328//77qv6AvA67Nt2v7aftLavGI0FjaJpmDutje9lefXsvNgOAWtGPj4/j+PHjeOqpp+DxeLC6uoobN26oYlZkJii25PHYVwkugsGgcstFo1EVgUQhMPtxt9tFJBJRydd0XUehUFBaHoYnEyQz06vf71dh1ufOncPp06cxOTmJVquFhYUFXLt2DaurqwPAxq497EDZKCHrXiZ1SketDztiy8+uPQqx5acCSOzl97RTuctBZNhALgdPbqfrOkKhEM6cOYMXXngB09PTSsvApD8cBKvVKra2tlAoFFAsFpXojGwBjy2V4PJH1s6Q109gYVXR01XC3AGnTp1CLBaDYRgDZcWZXGh9fR1vv/02FhYWUK1Wdw3Csj2Htau1/a3bWj+3c4UctUGYffhB3ECjgMRePn9rfyfYPHbsGM6cOaP68uLiIt577z0FKOgaowuCwkoptpT6Bplwjc+X38nPqdshswbsCBpdLhcCgYAKIZ2amsJTTz2lklqVSiW89957uH37tso0aycIlW2zH+bM2lbWbYYJjo9aH3aAxGfXjlTUhrT9DMTDlPH72VdOeoZhoFqt4sMPP8T29jYuXLiA8+fPY3p6GtFoFMViUQnCIpEIwuGwqlWQz+eVkl1GU0g3hRyUZMiavAYmo/J4PAiFQip2PxaLIRwOIx6PIx6PIxQKodFooF6vw+VyIZFIIBwOw+124+bNm3jjjTewuro6UIfDes/7aRfr31aq3tr2hw2cflJm1wdHMQp2gO0gwkDrsZvNJjY3N5Vm4cyZM5ifn1e6g2vXrqnvWN2Tx6IrDYACtVbWTd6D7F9WEM0kVny/CDbcbjfS6TQuXLiAs2fPIhwOQ9M0rK2t4dq1a1hYWMD29rYCNqPA7rDv7dpur7FhmC7IMcccs7dDy0iMYhJG2YPsN8z1QYV7KpXCxYsX8dRTT2FsbEyFgVJ4xlh3n883kNtBhsbV63WlqZDhbdRHSLGm3+9HKBRSkRbxeFxpKej2aDabKhcFBXFerxfFYhHvvvsu3n33XRXOOmxAfBTP3g5UHLXVnGbJI2GdmEaxazS7fmw3aQ5bVcvtyQAkk0mMj4/j2LFjeOKJJ1QdGaZTX11dRSaT2QWALc9QAQnmH2FyNitDwX5NwSWvJRgMIhKJYH5+XhXdajabuHPnDhYXF5UOiRFUo+5T9jcJYKz72LlL9zNW2Nz/kejDDiPx2bUj69qQ9qAAY49zDv2cP8FgEBMTEzh//jyeeOIJHDt2DADQarWUy4OVE2VmQOoeWB+DAIPVQMPhsPJBAxjwOVO4KTMRkmIOBoOIx+PweDwoFApYWVnB2tqaKoJk58p4UCAxzK+8H8HgURyECSSA0WHI+2n/YX1z1L52z4vH8fl8iMfjmJubw+TkJMbHx5FMJuHxeAZSrBeLReWyK5VKSngsXXWyT9q54lgnIxqNqqJgqVQK4+PjSj9ULpexurqKjY0NbG5uIp/Pq6gpK4gYdV/D2kQCjv20l5VtA3Zlrj0SfdgBEp9dc4CEjdkBiwdlJeSKyrra4eDo9/uRTqdx6tQpnDx5EtPT06oOB7PxyXwPzDlhmqaK1+c1yuPKxFP8YUZNRoNQmGaaplpFrqysYHFxERsbG2oAtvqSrW1z0Gc+SqC2lx//KA7C1j4smQH+PewZ2fVbq/9+GKOxF7iQ5vF4EI/HEY1GMT4+jrGxMZUCPhwOK1aBRcKq1SpKpZJy7TEySEYoEfwGAgHFOkxMTCAejyMSicA0TVUqfGFhASsrK9jY2FDF86QLY1g7WO/Vzv1j5+rZy40hj2sFe0cRDDtA4rNrRwZIDFtBjBpE7+/7cc676zzDKGlN6+ePCIVCSKVSSKfTmJqawsTEBKamppBIJNSET3+zXN2Ypql0C1InYZ1wGIcP9P3UzWYTuVwOt27dUiI0GVViXVUN86s/TCBhbT+7azhqg7B0bYzyx1uZm70mz1FAYr/PVu5Ldsvn8yESiSgQwZTa8XhcFd9if5b9kZFGDMekm4PVclutlspWyRTxm5ubKBQK2N7eRqlUUiLKUTob63sxDAzbga1hbWn3btiBCrKJ4rMj0YcdIPHZtSMltrRO3vul1u222c/EOWxgGvY/3Rn5fB4LCwvweDyqHPPY2BgmJycxNjaGWCymckQEg0FVjIjCNorYAAxU+2y328hms1hZWcHm5iYymQwymQyKxSKKxaKtin0UC8HfD9stZHfuR3WOT5Ptpw2sK+mDHs86qe63n8sJmYxZvV7H9vb2AKvg9/sRDAaV643ZWJlEzePxwOfzodFoQLsvnnS73dje3oZhGCiXy6hWq9je3laJqlqt1kBJcwIaeW17MQp27OFefdyOYbQDenaAeL9jiGOOHVU7lEDiYb24cnB4mAOBdfJmdslms4lisYiVlRV4PB41IGuapkSR4XAYiUQCsVgMLpdL5YiwMg/tdhuZTAZbW1uq5LLMAcHfwwZO6+RiN9nsB4jt5/tHte9nwazPZtQEaLeP9fkOmwCHAe29wKU8NrNUspKsBAeyOifTZjP9tSwux3wSBMgyJJrnk/cwjInYz+Jg1Ps9rN3svrNrl6Pebx1z7CB2KIHEKLMbAK3fj1q9Dft/v8exrlSs3xFYsLCW3JY/DO/kIGwdVOkKkWyF9dyjJg45SX0SA6IzCO9PJGllE/ZiJYa5Qvai+uXfdtuOAjGdTmfAdWG9x2ETuuzT1sqc3HaYC8663ah2GLbtXm6gYe7TUcd3zDHH7O1TAST2WlVJs9ME7GeAtqOZh/lp7fazns9uUOVvrs4OYtZ72Q8QOgwD4lGlhfdylQ1bhR9k4hx1jmFMxbDVu9zHuv2oZ7iXK2LYO7LXvQ2zvdrV7jvrte1HzD3sWTnmmGO77VACCbsB9SADozzGflYddsyC3ecHsWED5l4U9H7POWpA3e/AN4xeduzjmzWngdUO6uKwruqt+xzk+Q07H/+3gma7jKjWba19aS9AY73m/SwK7PrpqHvZz7HtQI4DIhxz7GB2KIHEMBCx37/t/v8456fZTfZ2tO2o4+5Fy9oNlNbvRg3+Bz3/ox4oj+pAPGzis9owjQC/k58NA4/7WaXv5QocNbEOu1Y7ADwsKdRBAfIoZuZBWIxhLONeLJFjjjm2tx1KILHfiZF2UNCwF5U7ap/9XN9BV0Z7UbN7/b9fPcRBB8eDMhV7rRiPmu0XTIzaf9T/wz4bdqxhboZR4MBuErbbZtjxDnJPdszgXte717H2yzI4IMIxxx7cDiWQAA4OJva7/6MYJOSE8XGuedTxR332qAa+B135OYPyjj0IeNvr+/2CxoPqLYY9u1GreLvjjnIpPsjxRn2+F1g76PEdc8yxg9uhBRIPOiFbqdoHHTD22n/YymrUCsvuOvdiOuzYk4+70n1U9ihA1FGzUTqDvdwTD8v2417g96PcLfsVBlvPZWU5Dsrayf32us5R93IY3zHHHDuMtv9c1I/ZHtULPMwHbF3lHcQ9MczkYHgQCnrU9VkH2MNi+10pO9a3/WpaRok1Rx3rQfrGXu/AqP+t/XPUftZrHAae97v/sP/3+531HI4A2THHDmaHlpEAHmyyHDUoHXSgsRtIHsbkvdd9PQjo+Lj2cQbO/ehKHNux/Uxqe4kePynb7zPdj4vmQU2C1mH6jWEgY79sntN3HXNs/3aogQTt46y+h/l9h0UwPGytwyiGwXqd+7GHuVKyE8o9iB02duQw2ygmYS8317BjPWxAaWcHBdXyPZPXeRAgMmrbYcDfrn2tbiIHRDjm2MO1Q+vaoB1kotvPNqMG8oP4dIcd0/r5QcPeHsZ2D/ucj/tYR9UeZBU/ivY/CLgbtf3HZUSsAOLjuCBGAQg7V4mdy8UBvY459nDtUAKJvfy/o2yYr/Ygx7GjlkcJ0Pa6lsdtD6LjcOzh2l4T+X4m7f1oEobZsHfgQdxQ3G/Y/nbv60HYkoPoKuy2GfauWlkRp6875tijsUPr2ngQMPGwtrNjKkYxI3sNwgehVfdzXR93QLRz9zyMVZozWO/YKLeZ3fcHOc7DuCZrv9zPvnuBkAf5/qD3Z8cs2F3bKFfMw3ofHXPMsb5ph+1F0jQtA2Dpk74Oxx66HTdNc+yTvojHYU4f/sya04cd+yzYQ+/Hhw5IOOaYY4455phjnx47lBoJxxxzzDHHHHPs02EOkHDMMcccc8wxxx7YHCDhmGOOOeaYY449sDlAwjHHHHPMMccce2BzgIRjjjnmmGOOOfbA5gAJxxxzzDHHHHPsgc0BEo455phjjjnm2AObAyQcc8wxxxxzzLEHNgdIOOaYY4455phjD2wOkHDMMcccc8wxxx7YHCDhmGOOOeaYY449sDlAwjHHHHPMMccce2BzgIRjjjnmmGOOOfbA5gAJxxxzzDHHHHPsgc0BEo455phjjjnm2AObAyQcc8wxxxxzzLEHNgdIOOaYY4455phjD2wOkHDMMcccc8wxxx7YHCDhmGOOOeaYY449sDlAwjHHHHPMMccce2BzgIRjjjnmmGOOOfbA5gAJxxxzzDHHHHPsgc0BEo455phjjjnm2AObAyQcc8wxxxxzzLEHNgdIOOaYY4455phjD2wOkHDMMcccc8wxxx7Y3J/0BVhN0zRT07RP+jI+U2aa5id9CQAA0zSPxIPVNM3U9aOJ0R9mXzss/VbaUenDXlfADHhin/RlfDJmGMDD6HqGAdMwHsKBHo5pug543Ci3trKmaY49zGMfRiABn8/3WM41bKCyAhnTNG0/s35vmubAtnsNhPJ77q9pGgzDgKZpu84pPzdNE7quq7/3uid+J69VntfO9vpu1DlN04Rx/yXSdf1QTgqPynRdh9/vfyznehjtapomer2ebT+3muyn1nOz79r1x1HHHXVM+T2Pt9f7yeuw2996XDuT18LjuFyuI9WHA54YXpn9+Ud/ItPs/3xc63RhFIof/zgAjHr9oRwHAHCIYKceDEGfGMO/v/u3lh72sQ8dkNjLjIeE8Hq93tDvOMBIQMAJnOfnpMzJ3O66rJM1t7czOVByG7sBUm4rtxkFDPYaAK0gSP5v3WbYeYddn2O7bVTfO4h1u919AUK7763PytrXgf67Jvui3I6fWT+3Ts52gJN9XP4vfw/b3+54dmDA7l0c9V7YnUOCCMcsZpowqw9nsjXKZZit1kM5lmOfnB06ICFXR8O+t/5vN7jYDTJytS8/22sVP4yNkKyBdRtd19XqzMpS2O1jveZR18ofOdBbz81rlMDHDpRY72lUux+E/TjKZhgGOp3O0IlxLxA7asU/bPLbz7OQfdAKKqzAQk72+zmX3YQuQel+r8t6nv2wZ3aA366d7MDUKADNd/hIWrsDY33T9ivTNJ3J37EBO3RAAtih8K2TsLRRlOmofUZNoKMAg3QrWAenvYDMMHBgBSRkN+T2EjjIgd163XIVaceW2LkXrNe6F8U8rJ3sGIyjbt1ud9dz5N/7Mbu2PEi/tjunta/YXQ//t4II6//y+HbfDQPJdscYBrSt+9u9B3bXbgUe8r6t7461HUf9f5TMNE0YzeYnfRmOfUrsUAIJYPdLfNDJatigK49l/cw6wI0CDNYJ2HrcYYOc/JwTvQQQcrAzDEP9ABgAIcNWl1xF2a3krAO2/D1qgtsL1Nlt69iO2bW7ndn1Ebt9rM9sFLiwPje7vr3f67ADxhJoDNtX9lE7wLDXO2NlEeR97AfYjhoHRn3u9GPHHNufHWogYbeK2IudGCbs48pcHpufDxvoeSw7dgHoC7B4TpfLNfTcchVFypv35XK5Bo7Dz3u9HrrdrmIYrCwNB27JQAybIHjvdiyG3WpwFP27H3MG4NFgYD9gaxhTZvceDDue7HfW7YYxZlbAbHf9duewAmEeg0DY2kftAPGw4w+7P2u7DAMUo9rI7lyOOebYwexQAgnrC23VCtixBXIFMmzw5bZWsx5L7icHSuneIHDQdR1utxt+vx9ut9uWOpW/2+228pFrWj9CRTITBAidTgetVgu9Xm+AmZBMhbw2fi7Bz7D7tE4Ww9rTuu8w0GW3/5H1Ld83K1ij2bX7XqDDavtlfazHtgOicuJn/+OPPIfd3zwW3wUAA30Y6Lt4Op0OAAyA2WH3OQzwW7cbxhgOO768f7vPhp1HHssByI59qs18SBEyNnYogYT15bb7n2ZH++4HRAxbaVsnW5fLpb4jc+ByueDxeOByueB2u+HxeOD3++H1etX2nNj5N6+j1+spgOByueDz+dQ5eXygDyR0XUen00G32x0AFBz0OTDLfexWrMMmf/ndsNXYXpOJbEu79gd2A8GjYHYiWOszsFuN76edDgIi5PO1hhVbGTUCAsmSyfNZAQSPSQAtAYkE3kAfUMhjyHdDXq9Vz2MdA0YxDPttx2H9fBQjcRT7sGOfLTPqdeiNR6N7OZRAYtQLPWzil99ZBye7/UYdh4Mhjassfu7z+RRocLvdipEgK8Hjc6CVIKLb7cLtdqPb7SowIgdfXj//d7lc6Ha76scwDAUq7BgCqwuD9yMH6FFtO+qZ8FjDVpKjaOijZqOA1n73477DPrd7znb7ye9lv9rrx8puSZaJoJbHs55fanXk55JJs14f97O7n/3c9179z461sLaX9RyOOebY3nYogYSdjVr17kXNW2lm+f8wqpmDraR6XS4XvF4vAoEA3G63GnDdbje8Xi/8fj88Hs8AiACgJn+CDpfLpf4HMAAi5D3wvO12W4EPshP8MU0THo9HuUsIMng/dtqI/QA1O+CwFwCxtt/DypfwabVRVPqw7x/0PNb/JSNgZQvYj9m/2SetbIT13RjGslnPS7MKMAGoPiuPJbeR7MkwlmBYHz4om2NlH4EdsMS2Oup92DHH9mOHEkhYJ1RrRkfrymLYwDKMQrYyFfJcnLw9Hg/cbrcaXAkCgsGg+puDsPyxmmmaajDiuSRtbAciAAwci6s7CSIIKnhtpmmi2Wyi3W4r5sKaUEgOknYm29b62TAbBuIcGrhvdqv1vbYftmK2cy2NYuesTBrBgs/nGwDC0mVnZeMA7AIk0k1idy2SpdB1fSBxVqfTGXDJWd8/eXypCSKoeJAsqaOYRysgGsYAOeaYY8PtUAIJwP4lpw1bLe9FWdp9JvfjQEqGwefzDYAIt9u9i43g4CwHQemGsP5Yz28VJUoGhGCFKyMCCrIZhmEo9wgAeL1edDodNBoNtFotdQ2AfTZFuXKV1zVsYLWCOX4u/z/qIkvaXuyN3ecHAV/DAAqfj3RhWPur3+/fxbbJyV9ek5zE5bOVAJkmtREEwpqmwePxDFyfdM9Z3RqSzSJwBkb3K9kn7fqu1Yaxbg+bKXLMsaNihxJIDNMv2Lk05CqF+fCHARBp1sFCTt50X1jZB6/Xq/6XKzgaB8hms4lyuYx2u60GXHmtcmC3qtwly8H/PR6PWlFaIzj4na7rCAQCaLVa6vhkKGQdBdk2e4G0UQPqKLZH/j7KNoqW5/fy81GfWV0GdswcP5euOI/Ho9wYdGl4PB7FPNixYcBOX2b0kN07xWgMO+Arf+T9EBRbgYRkA+n6a7VaSmzMaxrWXqMWHns9E3k8xxxz7OB2KIGEHBTscjnQrAOynRJ82PH5mz+cvCWIYCQGB0i6O6yDmAQL7XYb1WoV29vbaDQau3QJZBJ4XK4YASiw4vf7YZrmgBqe7gu5QrNbUVoFc5qmod1uq+u0Aq1RLM6oSU22ud2E56zodvv9H8TsqH+7v+U7wkmdIEIKg71e70CopjSp6Wm322g2m2g2m2g0Gmp79qlut4t2u636HL9nHwYAv98/8I7xh4Jj6/vK94H343K50Gq10G630el0domM7VgI2e52bTlsDLHb3+nDjjm2PzuUQMJutSU/59/A7pXzKBAxbIVHEOHz+RAMBhWIoBtDitC4vzWnA6nYarWKbDaLarU6kC+CvwkG2u22Yhh4D7quIxgMIhqNquqRMkafgIImV5QSSFj94o1GA41GY4AqJsUs23q/z0bei91K2bG9wYOdi2jYdvJv+UOTz1CCCEYXEQDvJaSkW67VaqHZbKJWqynWgcZ3wC43BK+DocvynZF9l4wDMFjPwg5ISOZO6n+sAF2ef1QbynuW39m5RxyWwjHH9meHEkiMmpDkYDFs0LDua91H/pD+9fl8u5gIKbgEsMtfzIGXK7h2u41CoYBKpTIw2MlQOMkGsB4D/+/1eqjfL2HLz1hS3er+kJOB/F/TNLXqlAOxaZqo1+vqOuzi4kdNZqNcGcPa++OsxD/tZgXA0qyTuJ2NYtOsgFEeh8wZmQj2Yau7DNgdzul2u9FqtVCtVhUTIN8ba7p2+V7JfsW+xneLAIEsG4CB5G3SHWPnCpE/jUbjQH2X3x0UYIx6Bo455tigHUogYc2RsJefHthN79oBDk3TduVuIBUbDAYRCATg8/l2uTQIGOTKjVEUpHjr9Tqq1Sqq1aoCCNbJVNM0BAIB1Ot19Ho9NfBKxqHb7aoJX4IJwzDUdVvj92VbSPpZ/nASaDabuwpKDROyyTa1DsbDAIRs76Nuoxi1UdvZgTAr+CXrIJ83t5cTOEEl+7IVeLBfTE1NQdd13Lt3D41GY0DXw/Ozn1rPZ/e+ttttlMtluN1uhMNhBRys7hTr8aVGws51J5Oz8Xx27g679htlw/qyY445trcdSiBB2+8qAhgMURvm9+QAGwgElOCM4IIAQiab4iBF/6zUQnQ6HcVCtNtt1Go1NJvNgQFOTuiSfZC5JuR5+D3BhBw8fT6f7fYABtwVXN2RSpYrRinSlIp7a5taJxs7d4aVXZHfD5swj5KRhbKbzOwAxiiTIEKGI0uwy+94DmsKdykMpruhWq2iXC7D5/OhVCopUOz3+1WfJ+CVfToYDCo3g7wv6310Oh1UKhXVFn6/f1duCdmfpBuDeVOsYNjr9aq025Lxs2PMZH+0shj7Ycv2Wsg45phjfTvUQGLYKs1u5Ws3ycnvpAsjHA6rEDg54TO+nsclC0HluMzjQPq32WwORI2QwgUGXTQ8h/Q5W2lcDnhUtlerVTSbTYTDYXXNckC3TvQ8ppw4GO4n81BomqbSdMscF8Mod7apvE6rb1qa3P6omgyptVvt2gEwua3s46NAhIzake1ujaTg8VqtFhqNBtxut3LD+Xw+dDodJBIJhEIhmKapwofp3pAujWazCb/fj2q1qq6VwFXeOwA0Gg10Oh3E43EVWcR+yX3tojwY2izvv9frwefzDegkrCBB9slRDNkwV518JtZ7ccwxx+ztUAIJK0CgDVt1WLez/s8BmBEZfr8foVBoIL5dDsZyNUnGQarGOZg2Gg3lkw6FQmoFRTDgdrtVCCYHwna7rdwU9BlzMmCUh/Q3M/ROxuiT+pUuGsk08BgyHI/1QAiOCGpkEbG9Btdhz4OfW5kLx4brRUYxZ/L7YUBCZqOUrIR0EQBQ4Jbi3k6ng1AoBF3Xsbm5qSZc6iq63S5CoZB6XyhyLBaLqu+2Wi0VXcR+xvP0ej2lY5Cuj2q1qvo6AQKvTwIgvl/8TIqLZSSKZAjtgNhBn8+w5+L0Zccc29sOJZCgWSetUWBhmD/U6tKgoJIDmlwZAYMuAK7IOp0Oms2monXpwiDVGg6HkU6ndyW00nVdRXIwnC6TyaDdbiv3hhwU6VKRkSBA33VRq9UAAMFgcCCfhdvtVgDH5/Mp/YUMM+XAzJogBCPSFWNNNiTbUTIQVj+01T9ufRZH2Ya1ybC+audC4v9SF8F+K1O0W8EEsMN4zczMIBqNQtd11Go1NbGvrKyg1+spdo4uNEYNJZNJRCIReDweVKtVFItFvPnmm2i1WipfSTgcRjAYVH3V6/WqKCGyGuwndIV0u90BsMPr5TtBbYUUZvJ+2AY8H3O1WNvV2rayXa1/2/1v96wc+/SYe2oS7bNT8C5k0Dw7AQDwvbuAXqHwCV/ZZ9MOJZA46KRk53OWq3iXy6U0EKyHwcGYkyj34f8yOyVX8e12G8lkEi6XC4FAQF1nPB5HPB5Xk7q1pkYoFEIul1Pgotlsol6vY2xsTK0WmfhHJuFptVrQNA3BYBC6rg+kF5alyxnnr2kaQqGQSool3SrAzkDs9/vV6pIAQorY9hpk7Rgh+aycVVzfhgFdaVbGwjr5SQEiJ1FrnRf+D+xMxh6PR4UyT09PDyQwM00TpVIJU1NTKBQKqq+k02mkUikkk0kVfgz0gezk5CQ8Hg9+6Id+CIuLi/joo4/QbDYH9EbdbhfNZlMBYo/Ho1i2eDyOcDiMubk5pQHqdDpq20gkosBONpvF6uqqAsPso7IteB9Wzc9efU+Gm1r78VF3x30WTLt0ERtfiKATBNoJA97SHFrJ/vM+XZmFa0GHUSzBvA9qHXs4diiBhJXWlZ/ZbWf9nIMFJ07mh6CYUjIRnLAl5c+BSdK2HKji8biKsec2BCyc4KV/mlEa1GZMTEwol0g4HFYrNmbDLJVKaDabKBQKAyyCzK7p9/sRiUSQSqXg9/tRLpeRz+dRr9cHCohxguCgy7bhBMQBVWbBHNbGdoOsw0AMt1ETmhU82PnypYtCMhHW7JFWEMH+EA6H4fP5MDk5qQTDsv/4/X5MT0/DNE3kcjnouo5YLKb6FHUVBLherxepVAoulwuxWAwulwuZTAZnzpxRfa1Wq2FhYUG9Y8ViUYWgxuNxBINBxGIx9Ho9HDt2DPl8HqZpqkq4nU4HbrcbExMTClCwngywG1RJQCCB/7D2ti42rJoUK2Ph2KfLNJ8PC18Po+fb6QMEEQCQeyYM7/wZJN5Ygxn0o/fRbQCAKxpF45Vz8FQ60F5773Ff9mfCDiWQAHavFvaKypD7SQEXXRqSjZCRDxzIpKqcgydXZTymNXRUukCkwpzhmlKnEIlE1HWxJgZXZKZpwufzIRKJwOv1qkyUPDaFkW63G+Pj44hEInC73UgkEoqWBqCuu9lsqklH5gKQgySvg597PJ4Bt458BtKGDbT7WX0fJRsGyOxs2HcEClaXhszCKqMxTNNENptFPB5HIpFQLBn7Dydc/h2JRBS4ZuZUnlO6+sgydMUq7vjx48oNEovFlEsiEomg2Wxia2sLPp9PhRuTRZC5IAKBALrd7kAlUoosp6enEQqFsLa2NiD6lDomKYzmtdotLEaxZrxn6zOTjKbTnz8lZphw1zT0fCb0lgZPTUNkyUQnCHirJmCaSHxvGRtfO47aDBBeSSP9XhWbL4RRnQNM3Q3/q69g7l+soru4/EnfzafKDiWQGLYCHraSs7pC5EAjXRpcKcloCQ6O4XBY/d9oNJSLgGJLTuTVahWNRkPleuj1eiiVSmpg93g8aiKPxWKKUaDQDYAqBlar1RTrwAiKWCymJoxaraaYD4KNdDqthJ9U2cv02dRI+Hw+jI+PY2VlBeVyWbWNzCgIQE1MZFdkWJ21vYHRg7Jju0220X7YHfm3lY2w6iJkuKfX60U+n4fP58PY2JgCrswJwbwMzWYTmqYN5E7xeDwqhJliTEZXbG1toVwuo9Vqqfth9AUBBMF4IBBAPB5Hu91GNBrF2toaFhcXUa/XkcvlEIvFlOizVCopoK/ruopIAqBAMEOxFxcXVe0Ntok0AnZriPawtpXf2UVOSRbUsU+PmZ025v/pMkqfn0ForQ68cQ3uE3Oon59A4J0FVL54Gjf+6zkAJqAB1eMaJr7Xwtjfex/Br7+IjS9oqE+ZWPn6LKZ+cRntH/0cgrcy6N5b+qRv7dDboQQSwP6zAQ4bJBj2SJeGlY3g4NdutxU9XKvVUC6XByIkKEwEdkLn6vU6Wq3WQC0LitiazSYAIJlMqkEvHA4PaBKkqp1AolarDYgox8fHkc/nlchS13WEQiEA/YEznU6r+6K7hZEcwWAQU1NTSCQScLlcWFhYQLPZVBoLMg4SdEkNhl177vWs7ISZo57nZ92s93vQNjFNc6iQUgINamgIFCKRCILBoNL0kKXiNqZpqr4i67Z0Oh2VS6LX68Hr9aJUKqk+QSDBidfr9WJsbAy5XE5N3hRBdjodBYhzuZzK1kogU61WFQMRCoXg8/lU/5eZXAneGZ4qwS/fX/ZfqZuQ2gk7AGddjAzr59Y8IEetD38arbuyitDKqvq/dSKNrRc8GNdPIvrWCiK3IoBpovh0ElsvmqicSyB43eZAmob1L3hwrJ2C6zMEJLrb2Udy3EMLJKwT035M6gCkL5gaAzkQc8AjI9FoNLC9va3C3xqNhhJqso4GgIGwTzkIUcXu8XiQTqcRDodV7Hy9Xlf+a0ZKkAHgvXJgZUgqBWq5XE4xDGwLAhsK2ajNIEXc6/VQLBZRq9VQKBQGsnJSryFDPukCIWMyjI2Q31knRus2+3FDfZaNNL21jazsjh3g4P4yQRP/t+aHoKByY2NDTe6M1qnVakqIy6gMRlPouo5KpaKANIWSZAy2t7dRKpVUqmu+E+zLgUAALpdLiY8BqAgkvhvJZBLnz59Hs9lULAJBDN+ZTqej2EC2WaPRUEDE6/UiFoupd5b3SmaEbSy1E+yfdvoTu34pmU3rZ459es189Vm0Eh7M/scamhN9gNqNB9AJu+GpGgB0yw4ANKAdBWo/83kYHiD3hB/pzrPQv/fe4778R2NGb+9tHsAOLZCw2jCaUWoouB0HOrIRslgQBzlOpG63G51OB/V6HZVKZeB8HKw5AFPDUCqV1GqJ18CBkXoMriQJGqQOAcAA00Eq1zT7IaCM3vD7/UilUiiXy7sYlXK5rMSUXLW1220VAprJZFTsP8PtmC0zEomgUCio8509exa1Wg1vvvmm0meManu7/+0G3qNMDUvWZ5gNAxE0a5Im6bIjyEgmkwgEAkrHQCBKhiwYDKo+LoFAp9NRLg6GBHu9XiSTSbjdbuTzecVEsM+FQiHFJkhGQ7rm+EN2YW5uDmtra6hWq6hUKohGo8rlwv5Lt0g0GlVAhCHSFCnX63UEg0GluwgGgwOMBEXPvLZh7gkJGqwuPOszIONjdZU4dvhN+9xTWPjpABLXgeCGicgbS8j+8EmkLufgvpFF/aVTA9tHfvc6/LkzuPfTXmg9YOMLGgATzbSG6jE/op/MbXxq7FACiWHuCrvVhd2qQ/pXgZ1CRlJk2Ww2USwWAUC5I0hlMgkUKVQyBgzzZGVP5miQK8NIJKKulYN9pVIZYB1M0xxgQ6ziTwlgmEQK6E8O29vbSKVSCvgwNwCpbP5Ntw3BBCNE5Ko1n89jamoKnU4HJ06cwNLSElZWVmzb266t7VZyNEc/0be9RJajtpUgQjIR/GFuB6md6HQ6SjxJhoA5TAhevV6vCr+kyy2dTuPixYuIx+OK6eKE3m63EQwGAQzmgNA0DclkUjEczIECQDFuJ06cwObmJhYWFlR0FK+PwkwKlHVdV98BUKJkukM8Ho96J6LRqHK3sO2ky3KYy8IKMPi9NY/KXv3bscNrmseL7UsRGF4TtWkdvkoAoVYasTt11I/HENzI7NrHqFTQGOuDcH8OaCf6n898pwnXH7z7OC//U2mHEkhIs1s1yO/sTAqyZOw9Vy4cFFdXVxWokKmEuTpivDv9v16vVxXmYkQFQzHT6bQauKXuQArKeL10lVBERxFoo9FAu91GJBJRhcCoseh0OqhWq8jn8+reM5mMqtJIP3ShUIBhGOozuarkYA8AJ0+eVKp9oF934eTJk9jc3FQTgzW/xl7PSd7jUbdhAGK/mhOgH4XDSCIriPD7/SiVSipj5ObmJnq9HlKpFPL5PBKJBBKJ/mhYKpWUC2N8fFyxTn6/H8ViEbFYDKdPn0Y4HEa1Wh2YlLkttRUy8yT1DO12W7Fx1DswZLTRaOCpp55CpVLB6uqqug5GbPBd9Hq90DRN5Tgh68bQ5Gw2i3A4jFqtpiKWut0ustm+z9ftdmNsbAzVahXr6+sD7S+jMoa5L+wYCf5/1MHwp8Y0De0f/Rw2XnGjE+4/r+a4geaWjhCAynwAibe20H5mfmA31+l5oFSFu2nCU3GhfNoATCC4rqPrd8F3/Bi6SyufwA19euxQAgm7l3qU4t26ciajQHpVxtozXr7RaKBWqyntgczBoGmaon6l6MvlcqFaraLT6agkPOFwGMlkUrktqM+QuSp4XIIb0qVMUEVXDFdsMleE3+/H9va2uu9araZyUORyOeXnlhoIFjXitVtDQamFmJycxNLSElKpFLLZLMbGxjA5OYnl5eWh4GGUX99uYD6qNoxF42d2oFhGEND9Jt0Z1h9d76e53t7eRrPZRKvVQqlUQiAQQKlUQqlUUvoC6iDIUPl8PpVv4tixYwgEAgCgAADdD/y/Xq8PVKUlGCCz1mw2UalUEIlE1LF9Ph/W1tYQjUZx5swZFAoFJbAk88eoIzJ+AJTgudfroVKp4Pbt29ja2oLb7VbsoWmaiMViyh0Zj8dx4sQJZDIZFAqFAf2Q1PtYn49VMyGZQSsL59jhNj0QwOqX3TB8O88rtKojuN1ndGO3qmjPJtDz6TBFX1j6uSmk3+/Cv9VA6sMQNl8GNBOYfKOOzHNBlE4dw/jfXX9k+oLPgh1KIDFsQrICDCl4lN9RJ8EJXcabM/KBIZSxWEzldJCCNK4GCUQIAqg5oJiMsfpWAWI0GkUwGEStVlMrNenHteakILUL9F0d9Bc3m01EIhFkMhkFkhqNBqLRqEp1zIqNHOjp1qACn8fmIMkIlWg0qqJDfD4fCoUCLl68qIo5STGbdYCVZnU1ObY7HbP1O+s2wCDAYBRNp9NROgf2aYJdrsjpJmCfKpVKCpTm83lMTk4qBiEcDg+ELPMdortN6h+KxaLSXlQqFTWJs//zGgkKer0ewuGwAsjValX16XA4jEQioTJpplIp5U6gsLler8Pv9yu2olwu4/bt21hZWUG321VuOyZv8/l8iMfj0DQN6XQarVYL0WgUY2NjWFtb2yV2lVoq6xhjHT8c+3RZ68cvYeMLbhjenefq39YR3DTgrvfQmA1BM0wYHg2uxvBCbIFMG3rHB29RQzfkhqdmongOaPz3n8fJf5ZB7+adx3E7nzo71EBiFAth3Y4DFifSSqWCVCo1kDeCoWZSQNVqtRAOh6HrOhKJBEqlkoreqNVqKqSMpZVZcyMSiahBmRn5OJCzOBhBg9/vh6ZpKk6fEzQZC9Y7IBio1+uIx+PqnJFIBKVSSW0vUwbLpFoEFEz6Q7qZLhqG+ZFCpmsmHA4rF0gymcTU1JQS67Ht7XzIDnAYbcP6rXXSGsZQMItkKpVSUUEEtjKLo9frxfnz51W2yrt37+LOnTvY3NxUeSLi8Tg8Ho+K5OGkHA6H0Wg0lJiXz1yyWsyjYprmQN4SRmAQsJKZIPAhiJbFwKjB4Xshw0YLhYIqflcoFLC+vo719XWlhchmswPvDAELf5i8jSGw1Wp1gJWwsgvWvm3VRbCPO/388ZkrkUD2D51H+nfuore1vb+dNA2dsI5u0IRmAFpXg+E2MfOtGprjPrRj95lgE9B6QGCxiOr55K7D9EIeuKsd6B0fJt5pw391GYGFMLyVMWy+omHzK2MYc4CErR1KIGHn2pCDrd2ga83Hn0gkBihgFtfiQFmtVlVUBPNNcF9qDKgsB4BKpaL0BDLxFAA1WUuxGCM2CGIajYZK7ENlulSZBwIB5QIBoECJzBUQj8cVrUwBJWt1EBQAULoJukeowJfVRwGotgmFQmqF2ul0cOHCBaysrKgw12Fph/f77I6i7XfyGbYyJoiYmJhQwmFuy0me+RouXbqEr3zlK8jn82i320in0zh+/DguX76MXC6HfD6PcrmsIooosgSg9DCsCCq/lxlWGaYZCoUUIyKFjcwRQWGw1+tFsVgcyP4aiUQwPj6OjY0NGIaBcDisgL7H40Gr1UKlUkG9XkepVML6+joajYaKMuHfMq8EAQTdKpqmKeDNhG9sZ+vf1r5qxxBZn5Fjj9bW/8QFVOYNpL8XArb2uZNpInZlG43UJCJrPYRev4vb/83ZXZvpLROh65tonh7HxqsuhBc1BDZrwIX7+Xk8OmqzQZiunX3aM3HojkdjTzu0QIKDkzUpzH4skUhgYmIC0WhUpe1l1AIHnlqtNpDwR+ooxsfHB6IeCoWCiojg5E1Xh0xhzYRQ/E7SqK1WC/V6XVHIclIAdgSiHNzIdHAQpnvE7/er3BDFYlFFnhCEEAT5fD6VeZDnk/oPAhZZCrrT6aBSqeDYsWM4fvw4bt68uaeP327gdcDEcNGe3eRFk24NJhqjS8y6MmZadgoP5eSv6zqSySReeuklLC8vY3FxEaVSCZVKBV6vV6VY93q9CIVCmJ6exszMDKanpxGLxXDz5k3VT2ReCFae5WROAEt2jYCD7AWBMkWZPp8Ps7OzCIfDuHv3LqrVqhIpM4qEoKBWqynhMQAFhFmZFIASQgNQYAPoM4/pdBrFYlFldbV7JtKGpeA/yn34sZvuQs8HQAPWfnIK4+/G4X77IwCA0WoBI55F7849jN251/8nHrPdRjOB+oVJLP+oC4CJ2W+sozsRQyd6/13s7T6+d62I3JOTAAzUp4H8n3kZY//qQ5jtNoz7C0nHDimQ4Mtrl2XRThzF33RxzM3NqbBITsLATlw4ky8xZA6AGpzoyqBALZ1OY3V1FcViUbkE4vG4YiEIdJi0h/oHYDBUjvQwABWiJ2sccOAlgCAAoNtERqG43W5UKhUUi0W0Wq2BazZNU/nSydTwGvx+v4os4bUBUCvDjY0NBZguXLiA9fV1pZXgc7G6OKzPR35+1CnhYaJUqTmhWVm2eDyOZDKpBMEAVCprgkvmYWg2mwiFQtja2hoQaQaDQRw/fhwulwvXr19Xol2Xy4WpqSnMzs5ibm5OZWFtNBpYX19Hs9lU4k32ZYIHsnesCcMJmMyCBBHWmi0ejwfRaFS5L65fv47NzU3FjBGQM+KI4LnZbCpWcXx8XO3P95muFeZJ2d7eRiAQUFEoBOt2DKd8Bg+S1dWxh2fdrzyLxlT/GVRPGKgd80H7qecAAMd/pwXXt2zCMD9/Ee7lbZidDrrn5wAAqy8GYbiH6yCkNSb96PlM1CZdiN21oR40DfXp+1FUERP5p4Di+SfhagInfuEyzM7uvDtH0Q41kJCrt2GrYGkulwvnzp3DiRMnUCgUUCwWMTU1BQAD1QKpYyDte/bsWaUtIKsgXSVTU1MD4WqMpuA1sSgR/dGscyAnB25DYADsxNrLTJeyrDhpZk4cUvHOxEKhUEhdO33RXKlydSozIrLtyEjwHpl5M5PJKFbixIkTWFlZQalUGjopDvvfsR2z9mP5uXXCYiQQq3cCO3lGZApzPtd2u41sNouFhYUBoEdQ7fV6MTk5CZfLhdXVVTSbTcTjcYyPjyMej6Pb7WJzc1P1fYZyUjchI0kYrsy+xEgjAgkZYUKAzkywZMuYRCoWiyEej2N9fX0gVTfdg6FQSLUNgTWrh3o8HhXuzLZlWCnbdHJyEpVKBaVSSdUbGSZulVogCcgde7xmujSYuvwfMF3957Dxsh+z37LsoLuw+NNhuGsR6D2gPmVA62qYfLOHqe83YLp0QODzblBH8bQLwG6QUXjCRPWYF2NXDOhtwPDc39E0MfFWD+s/oPevTQMMjwmt5whypR1KIDEqUsM6QUs6OJlM4ktf+hIajYaaUKUfVrpJmLtB1p6wVvYEdib7eDw+kONfijs1TVNFjKRrQ6bNlqs1t9utwk1N00SlUhmoOcBVJanter0+EMNPQBOLxdRkAUCxFDwuz0/GRBb3YjtS7ObxeDA2NoZarYZsNgufz4eXX34ZY2NjeP3115VbZtQga3V/HHVjWx2kLbxeLxKJBNLpNDwej8pqShAq+384HEalUsHKygpmZmaQTCZ3CThDoRCSySSeeeYZlcuBwNFapK3b7arwZvYdZlqV4k5O7mTV6E6TzBWZuXw+j263i3g8rlxrLCgXCASQTCaV/qHX6yESiajcLt1uF7lcTjEKjOiQjBpdlfLd8Hq9aDabOH78ONxuN1ZWVpDP5wcyVO4XCDsRHJ+suZoaEh8BvlJ36DbN8R1gEL0LhFYbaEz4AQ0wNQ2B7RYMj45uwIXUBwbqU66hx9JMEye+UcGd/ySMWfM4WnEX3E0T6XeB7LMaTLczrtnZoQQS0uTAOAxEcLtIJKIEXqurq5iYmFDsg/T1AlC+W1YVZNInAgeu7kzTRDQaVZM1Mwrm83kVcsfzG4ahQi153Ha7rUJOZepeACofhTVZFP3ErM4oM26SbpbAhsCHkwPBBM9nzWtBX7IUc3KFeerUKayvr6Ner6PRaODEiRO4efOmKh4m2906UUqq2EobH3UbBoilW4vPIBwOw+/3o1wuq+2ZG4VAEOj3ReZEyWQyqtoswSUBQ7vdxsLCAsrlsgrRJHtWrVZVwjIJKMic0S1I4/mlq4z9WLrmPB4PUqmUEky63W6EQiHFojHd/Ozs7EC6bb/fj2QyiWaziXw+jzfffFPdq7wWq3sOgAIRFFmapompqSmUy2WUSiUF+q0MkPX+7Nx0jj16c7V60LoemG4T7rqGxEcmonfr6Ibc8F+5h8aPXUL+vEdtP365gZlvtbHyw14V9mm6NLi3y9CTPvR8/b7h2Shi+0tTCG90+/U07tvyz87AcAG+XD+NdvX4/S96JkwXkH3aA2/JhN4Fkm9nkL84jp4bCC/qmPm9LBANQ/P7sfb1EwNMSvpaC+7/ePlRN9ehskMJJIZRkPJ/aRyEk8kktra2FAVszWgnC/xQaFYqlbCysqKyBbJwEaMkZEZMAGqAlb5brqC4wksmk4oilnUReB8yVbacHNxut8o9wfuSKY4JAAgiOKBbC36RcqZ/mHoPThLUazAZF10hFGRGo1EUCgWUSiVEo1GcO3cOW1tbA1kO7WzYM3MG49HtIYFZKBRSIln2LVl0jcY+7PP5sL29jbt37yIWi2F6elqJDTc3N7G1taWSlNGKxSKq1Srm5uYwNTWFzc1NADsl5dnHKcykxofHoPtPpuVmH2Q/5aRP1ov9NRKJoFarYXV1dQDkEsCTYYhGo8hmswPvrrx3aRKAM7qE/Z2ajng8rrJg8rqGsUV2CxanDz960799BdPxzyN/3o25f3oHva1ttH78ElZ+2AXtx8/C1ABoO/2gNuvD2f/xI5xozuPeHwrAdJsonzJQ+3NTOP3/3UblyTQ8lS7Q6aKZ0hDeGDxffcrA9HdNNJI6/EUD1eP35wufC/5tHa4G4K3sfu6emole1I+7f/ocoJswNWPAhQLTh/HOc/BsFGFuZWGIGk6fVdP33uTxm1UjQbP7ny85M+oxL38ymVSDoLU8Ngcs7lsoFLC2tqb0AZxMyQSQEuX/jIigQI35JVgUicCCPxR8Sp+zBDYUl/GarG3Aa5eFmWQ8vdQ9RCIRpdHodDpKcCrzWfB/6Z7hfVIp3+l0VOGvU6dOKUEeB1m7wXUUY3QUTbJow9pLPmfqC3w+n0rDTiAqBZrcj26LYDCIbDaLDz/8EB9++CG63e6AtoWgwJoqfmtrS02u1PhIl5nf70coFFITs2EYA6GfjLLg+8W8Kjwn75EC4WAwiGQyqfq6ZMxomqapSrwMl2YbbWxsqDBWJo+zRj2xHxuGAb/fj1qthhMnTqjss8PYzWEmI20ce/QW/K13MfdPbqO3tQ3ji89h7cvuvovivj5BmqkDy3/+SRheF3TiZA0wNcCIBWHqgLfYglmpQO8CmmEDBs0+MACAbtBEbcKFnt+N1PUukjfaKJwbPOnMtwxEF9u494dCMN2m7XVVTxhY/JofCz8/BT0ZfxjNcujtUDISw3zxctDlwMuBKpVKIZPJIB6Po9PpIJVKDXwvWQqyBVJDsLm5iXw+r0RuLJ/MQY80rozWCIVCA5M8V/tkJ2q1mgptk5krSeMCGGAUCEj4OYCBiYNuGjIMpIS5apWTDgCVdpj3z8Q+rNvBFaiMPGEbjI2NoVgsqnaYmZlBNpsdcA8NW6k5Wgn7vAU0a9QRf5jrhIWsOMGSQSIIkLUy/H4/0uk0CoUCFhcXsbm5qcpwp1IplZ+EYk1eCyfyQqGg+gyjJJjOnawIXSF0gQD91f/6+vquvmDNhSLvne+EfBe5D6+H1u12FRBiEqxut4vl5WXV92u1GoLBoAJcFC03Gg0EAgHF7BFc+3w+9Q7Yuefks6DJ/u7Yozez20Uv0y+q5cnXoXf9MLxDNtaAxqSBxZ/ygD4LX05H/I6BO38shPgNDeElwGy2MPXdElzZMsygH+l308g+ZyoAENpsoxX3QO9o6Pk0tONuaF2gPuFBLzj47P3bLUADen4PRpnhMWF4jk6/OZSMhN0qwI6GlAp21qeoVquIRqNwuVwqnEwm4DFNU9GvpmmqkDS/36+SRm1tbSGfz6tBR7oYOCHruq7KlAeDQaVPqNfrKqMeB2+mAJa+YK/XqxToEhiQqeBqj5/x/mQyK2AHlHDgr9fr6jrp7ojH45idnVU+9G63izt37qjUw/zhNZdKJZV6mIXK5ubmBpIi2YEJ+YwOsur7LJoVLPD3qL8JDBi9w6gNKV6kqJB9n/Ur2FcbjQauXr2K999/H4uLi6rIlQw35rVR10BQTXaNAJP9ldFCBMrsr8xNQWaBQENqfujS430wGoTXQK0DXXB0/VUqFWSzWbUoYOXdubk5bG1tIZfLIZvNolqtAtjJx8L+S8aEY8LY2JjKastrkb+H9dNh7g/HHr31PryJk/97Ae76HmOIBoRXdKSvaAivmIi/swXN0BC/2wJ6JvI/+xwaUyHkX51BazqK1Js7GTO3X9Bh6hq8pS7cdQ2RlR48lR42X3Kh6wdiN3eiN3w5DWtfDmHtSyF4KhrO/cMczv7TEjSbqFFvScf5/3kdvfX9ZtX6dNuhBBLWCQkYLooCoCZyqrXT6bRa3RMEcMVSr9exsbGBarWKWCymVjvpdBpnzpzB9PS0ConLZDIqWoEDXrvdVistAhIZXknAwZUZ2Q9GR9DFwEx+nAA4wQM7yXeazSZ8Pp/yN3MC4YTDwZiMBM8NQKnoOXnouo5IJKIG5PHxcdTrdayvryuBZqVSUZEiuVwOwWAQuVwO5XIZqVQKY2NjA4yHBAtyRedY36QbS/4GBsEF0GePwuGwShbF7whCTbMvtuVKns+O5bnPnj2LS5cu4bnnnsPMzAzq9ToWFhZw584dxQIQAMi08TyPBMkErmTeyFawrxHksH4G3zu+GwQrDONk37YKJMm0EKzQCPwJLubm5vDCCy8AAGKxGH72Z38Wf/JP/kmcOHEC2WxWFehikjmXy4VisahcIJqmqXBXggnZV60uJtkuDoj4ZM344AZO/fN8H0yMeBR6C0j//hLit+q4+RcnYHhM6M3+DN9KaGjFdLQjGvRWD3Dd72tm353h26yiHXMjfstAYKuJ9S/6ENzQMP6rV+CpmwhutdBNRzD3L1YQyJoIZExEFwD0DPSCXkTv7h7ztB7QXVw+MnkmDqVrQ5qdz926khsbG0M8HodhGCqsjAWDZDVDDmT1eh3RaBSJRAKtVksBEYrFwuEwyuWy8lOTXpXG4xE8ME4e6Cvsufoni8BzMvU2GQPSzHaiOpl2u9FoANipJSJXr1IIytTKoVBIZb3UNE3VDWENEA7cy8vL6PV6mJmZUdkyqcQn4GF44ZkzZ7C2tmYrHHQG3d1mddFJwGUVplJ3Q80BJ2dgZ7UtJ2J+Nz8/jy9/+csqdDgQCKBYLGJ1dRVXrlzB3bt3oes6ZmdnEY1GFQPGCZahpczQSj0DM0WyP7LPrK+vY3JyUkU8ATuF7GQtGOkuIWtAlkKyEHTN8T1gPZB2u414PI75+Xk8//zzKm+LjIT6yle+grGxMbz77rvKJVmr1ZBIJBAOh5HJZJBIJODz+VAqlTA2NoZMJqOAvfWZWJ+d/O3YIzbdBffxWaDbQ3dldeCr3oc3ceqXxlF9+QTWX3UNDcHsTSXRDbkHNAumzwXTBeSf0uCua/D+hzxaJ9KYeBMonNdx8h8tonssjfUvajj39zPQOl0AIVROGki9/ATKx3Uk3yqj8mQaQL8+R+k04GppSH8faCe9iN/toHzSo67LXdPgzw7vN650ClokPPBZd3F5ZObOw26HHkhIsxuEPR4PJiYm1OCaTCbVoGaaJjKZDMbGxpS2YHV1VbkJqC5nkiepVdA0TYkNOTDKnAwcAIPBoFLb040CYCBrZqfTQS6XU9dGH3ir1VKCMFLH9BlLESXLhBPsUHTHwlscyLl/tVpVwIMTBQdigiquGNvtNu7cuYN2u43z58+rySQej6PZbCpQksvlMDs7q6532LOx2lFmKIZpfPg324aug0AgoKpa6rquwnjpnqCVy2VMTk5ifHwcH3zwAWq1miqnDezkonj66afx+uuv486dO+h2u5iZmUE8Ht+VpAyASmAGQPUNMmjUIDASpN1uw+VyodFoqO/oQmCIp8x82Wg0VGE8gnuCE2AHMFPj4/f7cerUKZw/fx5jY2MKzKdSKcXU0b349NNPw+1247XXXkM0GlUiaeZUoVaC70swGESlUhkA4KPcGo49Hmv/yPO48yMu6G0N4+/OIvYfb6OXzanve1vbCPzGNjxPv4J2fPdzaaaBzPMRpN6vw7/tQ3Os/2wNnwvpqy30Av3S4b1UBL7bm+iEZ6H1dHTX1tF8fhYAkHtp/P/f3p9HSZbd52Hg917s+x6RGbln7WtXd1ejFzSABsBuAARIWCBIWIRIyqQ1PhzZsqxl5PGhxyK9zMiHR5Y1HEk0bS0mZyBS4iYSBEl0Aw00eqmq7lq69srKfYnMjH3f35s/Ir+bN15FZGZVVwHVnfE7p05lRka8ePHivnu/+/2+3/dD6L0MgI5gM3naDu9C5zjORBXmlTRwchyaTYeydQq6qsC+nIM9HUE1pgM6EL6iwf3vzt1zjsqTJ1A86EZ+2oTqkOSi2lJw6B+moPWYVz8s8VgCiZ3SGMbneDweeL1eYRct21Sz7CyZTMJqtQpjmuHhYaFIJ+0vi8t4/KmpKSwvL6NUKsFsNgv1OilU7tpJ6bpcLjFJUnzJfzL4YA6YEzJ1FPIOjSIvTpwUqFHwSZ8KPp/vy7JPggB+Hi5OPBcuJLFYDLVaDQsLCzCbzTh48KAQdfK6kJ0JhUIIhUKCSu5F1cvf2X6OfmmMXmk7MkV8DquBSO2TGXM6nahUKnA6nfjlX/5lzMzMwOl0dlUlEYj6fD6MjIwgnU7j5s2buH37NgqFAiYmJjA0NCQExH6/H8lkUgAJptMIbozaHFYfsVS6Xq8jHo8DgNBLyP1n+JlkASdt2FnFRJaEZZr0oSiXy9jY2BA+MAQ6TFMyNXLkyBEsLy9jbm6uq+yb7c8DgYBgFQn8+41P4/e238fxIw/VBNOhKSSfsACKBs2mY/15oDB+BPFff+uep0/9f24B6pahlKog/8kp+H+wiJm/NYX8IWDo1Twm/mUCM3/3AADAVGhAvXQdZnSYgLt/9zBMdR/Uesc7AgDcFxYx3hjD+nNWZI8FoVk1KDow+kfLSL840jlOuoSFn5tAw9/xuLAnFZQPh2Aut1E6EkAtpMNcUuBaA7x/dvUe70zz2ChmvuZF26aDzprWrAq1BdSDGnBoAqa5FbSl3jAfpngsgQTQDR763dD0jkin02g0GqL+HoDYFQ0PD+P27duYnZ1FvV7HxMQEotFo166MaQlZCFkqlQRNqqoq8vk8arWa0CZ4vV6srq4K86BGoyF2glyAqXRnGqNarYp8NSdFtl1mcNIl+8BFghMkAVK5XBYggjoMth632+2i+6HFYhFmW9xl8jNXq1XYbDYMDw8jm81ieXkZoVBIuIFy8r979y68Xi/q9TqmpqaQSCQEY0LwJS+OsjZgPzMS/QCE/HfqFjiGuCsnW6brOvx+PzKZjCgv/vEf/3EsLCygXq8jEokI7YL8Pmwh/+Uvfxlerxfnzp1DLpeDyWTqKsMkk0YgQjDBdAvPg2wCvSsURUGhUEA8HhfsnmxDL9ttU4zJFArHNMtNeUyCbZZNU3RsdGXl2OP9ajKZMDo6ipmZGcFCsC8IPTTIZkQiEaysrAjRqBy90nT7efw+ylBsNhT+ypNoWxWkn9Chq91Lb9vR+3XtdKbrd/e/20TbbIaiTUE365j7a3H4ZzSMvtZhhpsBO2yxKLKfmUbbqqBt09G26xh6SxesQWt9A9b1DSgfewFtO6kGoHxiCFCA+qgftpUcmj4dmlWHb0ZB7LVV6BYzlHIVi//VOCIXdQQupdG+OdPDgBuA2bQFIrZj+K06NKuK5ZdNuPMLXkz//jTUH1y+30v5WMRjCySM+WSjVoI7qpGREdECe2hoqKv1MQCkUikkEgkoioKRkRGEw2FhxEQwYTabuzp4cqHnwj02NibKPllyRqp3c3NT5G1J83Jh5WOc9KiPKBaLKBQKGB0dFc+XNQcENbJrpjx5sjsif5d7I4yNjSEQCIjeCouLi0LBDkAwDaSQi8UidF2Hz+dDOp3G+vo6jhw5ItItJpMJ4+PjWFxcRCaTEflxTsS9mIn9XrEhh3H8GhcoVv/EYjGxw1aUjtcHQSO9SdxuNyYnJxEIBJBMJruArywepCkTd/knT56Ex+MRFUmrq6tIp9OIx+O4efMmDhw40KVfqFQq4hyYPpNTcq1WC6lUCnfv3oXdbofP5xPvb7VaxfkAEPohWffTarWECNjhcAi/F5vNhsXFRRSLRbz//vtotVoYGxvD0aNHu4AS2RFZ1Hz27FnMz89jfn4epVJJdA1l4zveH8FgUJTY9uuxMRi7jz4yf/UppE/rcGwqcC9u9UvxAvXQ/bvh6q0WJv6sitmv2tEIaEidUXD4N1PQLWZYylU0DwwjeRYY/1YDmdOWjrHVLqHogHM2i/xkFKaGBbZu2QZaMR8qccdW1YcO/40ClML9pyaUtg73gorymIbNp50YPmf9UAo0H1sgwehHLSqKIvL31Edw18MFuNFoYH5+HpVKRdS2y4yF3W4Xuy4u+vV6HclkErquC11BLpcTxk6sU6egS/b3lxd/7ro4MZFV4E6f6Q2bzdbVK0AugVOU7ZJRvgd3+7KWgyxENBpFsVjE+fPnxS6M56goigATnIA5mbvdboRCIVQqFWxsbGBqakp8jlqtJqyONzc3cfToUbEo8Xswfl+D6o3u62J0YpQXKjqsFotF8R2zPbbD4UCz2UQ2mxXlwD/3cz/XVcrMigtZk+N0OjE9PS1KmH0+n0hZVatVMcadTqcYe9RDECgwrUIGwfi5FhYWkEqlsLCwgKGhoa7UoK7rXZodYLsSifcDvSloOc/+MZqmIRKJ4NChQ3A6nV3lzbIwk49R01OtVvHkk09idXUV1WoVjUZDpCIbjYYwmuN4z+fzIh1orODYjQkdxAePlh2AAoy+WoB+8SZMByeRfjaKeujBjqfWmgA6HZw1a4eZ8CzqqIUUlEc1KG0FmWM2QNOhaL3NqaLvNbH8sgm2jIr4GzVobhuKBzQ4kz3cTxUFda+KlmO7gZfutN/XOaeesMG72MbQ20XMxd2yaeeHLh5rILFbmWEkEkGj0RCWv7FYTNCrqqoik8kI5z5WPqRSKcRiMQCdmnvZWprUP9MYLpdLABVZWW6z2XDixAnUajXMz88DQBeDQQDBSVjWTDQaDdjtdoyPjwura6rUAYhSVQCCFZAd+WSHTqYpuHsNBoNYWloSNLHMGpD14GJBsyyHwyE6QgLAzZs3sbCwgFOnTnXR6yxL5HVOJBJd6YyddnH7cUI2CoONCxT/J6ClDoelklxUi8WiaGjl8/kwOjoKh8OBCxcuCMDBv1MLQI1CKBTC4uKiaLoln8fQ0BDefPNNwYiwSoRCXjJWBMiyOLPRaCCbzcLpdGJjYwOFQkGMHwJrAKK/BlkvVppwHAIQomBd73igVCoVxONxhMNhuN1u5HI5cT/yulErROFvs9lEpVJBLBbDJz/5SXz3u99FOp0W1SfUYzQaDSSTScGA9GMg+mmy9tsYfpThWWmj4Tdj9qseeM5+DOErFdiKbXjmzShO3v+KquYr8N71oTilQTcBjYCGdAAAOpqGA//oOnTJ8ExvNO+pJjXVNAAmmCuA6fWLUE4eBXTA/94GUG/AexcojW8xic02vAt15A7bcPB/voF2oQRoPQwldojyqAa1aYJrpaO5KI3r0M4eg/nWEtrZ7H1fgx9lfGh8JBi8we12O+LxOEqlUpdzJPOwwLb4iyIxLoblchmlUgnFYlF0J6Q5lMlkQiQS6VqAGcxf12o1UTLJploAxA4fgEg98B93QwRAAISdN4MTNV/DnRVZDKMvgTwZkomhUFIueeXvBExyTT+bJ9ntdni9XgSDQaytrXX5YxBEeTweVCoVjIyMiPbs/XLJg0l3O/ql6ChopOiR4kNZryCzD4FAAG+++SZ0Xcf4+DhGR0cRDoeF4LJQKKDVaqFarWJtbQ3AdjWGXHJJtowmTRxHMgDgvSSn2uieqmkapqamcPbs2a7zppZC3uHz89EDg/94TkZwLGsryNDIdu48rswoVioV8fyjR49ieHhYiFX5OrYdL5VKooso7wcGz5v/dhITD+IDhKLA8e0rGP9XdzH1HyoIv19BedQO6EDsfAmB6wp0BVDtdmCP1719dx6x//09qC0FsXPAgX9XhWN92y+iXSqj/PIJJP/qaeR+8lTP9EHi47bu01xJwL2kYv3lYeh+D2KvrcG9LP29rcPUUPYGInS9p3EVdECttTD+bxcx+c065v+KE+1Do3v6zI9TPLaMhFHwJAv7uJPL5XKCRfB6vSJfysmJOztd1xGNRkWbbzIGPA539vJkRTMdLsTsJMrmVe+//z6mp6cRjUaxuLgoqFcAYkfIHRiPyUUhnU6LsjiW41GpLusqgE6DJbfbLRYLCvMAiMmZ75lIJNBoNBAOh+H1elGr1VAoFAT1LZteARCMBT0DbDYbwuEwyuUy5ubmcOTIEdTrdQwNDSGVSgngE4lEMDY2hvX19Z6sxCDH3FsbYXyM3zt35zSaInPFCoxgMIh2u43nn38ebrdbMAkU/nL8NhoNkS5otVr44z/+Y+FKqiiK2NUHAgGYzWZMT09jc3MT6XRajG+OYd5ntVpNHJOfQ9M0DA0NifQfNRFMxfC8WQHicrkEKJbTbOxky/u2XC4LYXOz2cTs7KywvR8eHhbAmIwJ7818Pi/OQ9M0fOpTn8If/uEfolQqwe/3w+FwIJvNwufzCQOtY8eO4dKlSwJU7ZbOGADjhxOmwweQezKC9GkF49+qihSD/weL0EJ+aG4rFB1oO3Wkv/Ykwt+801UGutcwp0qwFF2oDm39Hh9C6oQZ9bAGa06Ft8drfHc1NF0KHOnOPdDO5WHL6Ug9qcNSDsA7X0Pdp8CW06HmK1CXS5g4n4e+ByaitbiM6LtxbDzb/XjTDbTcVjRGR+C6lQS0ofv+rI9DPHIgoSiKGwB0XS/t9lw5eu105Ym40WggGo2iWq3C5XKJVt+kYXO5nBBCxuNxUV0hL3x06OPkxYU5n8/D7Xbj1KlTcLvd8Pv9KBaLmJ2dFfnicrmMu3fvYmRkBBMTE1hbW+vydCAo4W4MgNBp8DPlcrmuiZRpE2oj5HwzeyAA6Gp3DmwzJQQNNpsNQ0NDOHnyJPL5PN544w2sr693Ubpyvll2UqT2ZGFhAePj40JsNzk5iZWVFZjNZqTTaQwNDQkxoPx9yd/Tfg5jGkN+nGNYNm6SgSSBAbUDlUoFzzzzjOicSf0CmTFS+8FgUHyHsVgMqVQK6+vruH79OnK5HDweD6ampgBAmF75/X689957SCQSCIfDXa265fOT3WHl+ygcDgPY7ghKsSbBKVMkcsqD4J0AStc7rpQ8RwqVV1ZWcOfOHTSbTTz11FOIRCIIBAKCPeFnlf0oqtUqDh48iGg0is3NTQHCLRYLstksAoEAgI5DJtN6vUTDxu9sMKYfQqgmbHw6itxRHYCOuZ+yQ20oUDRg+g8igK6jMOVE/hBgzSoI/Ju3cD/JAr3RwPTvFrD6WR8yx2LQ1e3vq3JiGPXwzikT7zfe2T7Wx8+g4bdAbXa8IZJPA6kzdqhNHW27AljM0IdCaB0fhen1S7ubSek6Am+uwJofxtonzZ0KDgWoRTXM/xU7Yu/oe2ZfHsd4ZEBCUZT/K4D/GoCr86tSBPCPdF3/Z/dxjK6f5Rs5FArB4/Gg3W7D5XLB7/eLyatcLmN+fh7pdBrDw8OIRCJddfpMA3AXk81mRWlnuVyG3+/Hk08+CbfbjatXr4rFXNd1sXg2m02RGnn22Wfxwgsv4MKFC0gkEkKjQVDAnSY7LLJZEpXwdrsdbrcbo6OjSCQS4r1krQUnatkRUG7jTOoWADKZDP7iL/4Cly9fRiwWQ6lUEvlht7vjqEZaVzYCAiAEbplMBnfv3sXk5KSg4H0+nzgWrbY3Nze7FPWD2I5+u1yZkeBuWabaySgUCgVks1mMjY3h9OnTKBQKYsHjGGSppN/vh9VqRSaTQTwex9tvvy06t7Jqhwt6pVKBw+EQoNdiseDatWuw2Ww4e/YsgsGOgx+rNnjOoVAI2WwWGxsbiEQicLlcgkWgzfrdu3cxPj4uhI4s5+QYIisHdAAEzdMURRE9clqtFtxuN6anp2G325FMJsX5j46OCvt2erHwHmLq8NKlS+LxQqEAVe00HqN/hcfjEexNoVDoSq3wvIzf1SA+YCgKSl99BvnD3XPE9O+XYMqWUZsIIHvYhloUmP5/vAvo2k6O2L1D16Ffuo5I6GmURtnpS4GprsOeKCF0pQMiLeXd4Yny9lXYADiPHYRmCUJXAVeiCdtrl9F+/hQ0lw36u9dgUtQ9O1K2lldgW17B9KtWFH7qKeQOqj2rVPKHXAiWDqN9485eP/mPPB4JkFAU5VcAvADgJV3X57YemwbwvyqKEtR1/X/Yy3F6KagJBIaGhsQE5fP5xPPb7TZKpRLW1tYQCAREh05OdqT4CSS4iyEAKRaLOHLkCHw+H5aWloT5FBt0kXUAIMDEjRs38LWvfQ1PPPEE/s2/+TeYmZkBACGk5EJ//PhxHD58GN///vdFV1HurDKZDM6cOYNDhw7h/PnzKBaLIk8NbLc+B7ZFlhRUcpIGIMyIKODjRE/VfzQaFSkNNoUiK0GqGIDY0dVqNTzxxBPC/ZOlouxpwoWJ7oH8HvZ7yBUM8m6XwJKMGC2kCXTJGNXrdbFD/9KXvoRwOCy0ALJ2gSkQVu4cOXIEU1NTuHr1KlKpFA4ePCj8TGjaBmxXQdTrdbjdbvh8PmxubuLOnTt48sknhdgT6ID2YDCIeDyO69ev44033sDU1JQoMbXZbEilUvB4PKjX67h+/TpOnz4tNBP8rPwn94ZhaavL5YKiKMIts1wuIxgM4plnnkG73UYqlcKzzz4Ls9mMRCIBp9OJcrksns9/rHb53Oc+hwsXLuD27duigon3DNOKTA0Zvzf5/0E8vLAU21Da5i6moDjtgrnmgHO5jErcCqWt7Fj+aAoFoTgcaK2s9n+fV99DwPCYBiDw/n2c7Fa6QsmX4P+du9A+cRqmd25Ab7VgubYAtNto6zqg35/AEgD0ZgOef/sOtL/2HEpNFaOvFVAZcaJ6IASoQPIs0LaFELxx34f+kcWjYiR+DsATuq4LkYCu63OKovwMgCsAdgUSO4n3VFVFIBAQuwu5p0Wr1cLMzAxMJhOmpqZQKBSQTqeF6IvllDJdKXcFdDgcWFpaQiqVEosBS9WYUmH5JM9pcXERv/mbv4kTJ06IctJCoYBqtYpcLodWqwWXy4WTJ0+i3W4jHo8LlTt3fGtra3j11VfxhS98AS+//DIWFhZQq9WQTCaFCJKLAXd/5XIZiqIIQx8AosKDxzZ2HI3H48hkMgKAcaInUKGmxGw2w+l0Yn5+HqlUSix0PI9EIiEWQjIrRsvh/TwZ96oCMFZwOBwO+Hw+kS6o1WoizZROp9Fut/Hss8/i2LFjGBsbQ61W6xJRMpUg63uYsvjsZz+LVCol0iY0swK6Rb0WiwXhcBhmsxljY2NIp9O4evUq/H4/IpEIXnzxRRw9elSk3litcfnyZWE9T0AwNDSEF154AefOncPly5cxNjYGr9cr2LnV1VWhuQA64zEcDkNVVcGwsLqDqR6WpnJcNhoNUXJKLZLMqnHshkIhfOUrX8Ef/MEf4MaNG6IXR71eF6kRpkRZEktQL39vxu9uEA8Yug7bty5govoUUqfsKE5vCYpdCkx1BWqpjrZDh9oAmq+chf38DNq5/D2HqT09DfvCD6+igYBF/f5lMQb2UlFhHhuFXqncY6BlDEXraCSgAE2XKjwuamEFpkhEtFR/3ONRAQldBhHSg1VF2Vu1bD8qWFEUkZKo1WpCY8D8MlsMj4yMCC1BqVTC0tISDhw4IPK9XFz5eu7sKRKjzoFiNk5iFIzxvOgdUSqV8M4778DhcMBqtWJ8fBzr6+sCkPh8PszMzCAUCmF4eFhMgHJ+/M6dO/i93/s9jI6O4vTp0/j4xz+Oer2Ozc1NqKqKpaUlZDIZkV6gCI4lgJxM2TKaCwd1D2fPnkW5XEY6nYbD4RA7VbYeJ/ths9lQq9VER8rV1VUMDw93pUC4u5SbPMm+Afs55KoFhnxduEOnJTRZLwKJUqmEfD6PU6dO4atf/SqCwSDC4TBOnz6NTCbTJVrkYsc0RKPRwPLystDUUEdBJ1Q6PpKF0jQNgUAAFosF0WgUwWAQpVIJiURCAIe/+Iu/QLFYxNDQEJaXl6FpGjY2NsRzCFir1aoACkx7zc7OYmxsDKqqIpFICMAyMTHR1dCLAEDuz1EqlbpcX9fW1kSVFQBRGkure4JhRVGQTqfh9Xrx9NNPY3Z2VpSAUnMCQDT/ol5F7m/T73scxAcL0+sXEa0/geJ0B0z65htoekxQmi2ELwHJp3UsfsGMQ+lRmBbNnQ6bWwu3YrFCV3v087HZoP55COu/N4Gh73QWXqVUQWt17eGd+A7zmnryKLJP+OH7/25rLBoTYbTcFtjSI9AvXO35OnNNh2YGGj4zPJcS0HwubHwsAF0Hmi5Aj4WAfQ4kVhVF+ayu66/JDyqK8hkAib0exHgTsz+Gz+cTeWVSvbVaTbROjkajohRzeHgYmUwG2WwWmUwGkUhEmPDwPQggAIj+AgCECNLlcgmHPGocmHfmcbjLY6XGl7/8ZZhMJvzGb/wGkskkjh07BrfbLahcYNtl0mq1IhqNwuVyYX19HVevXsWtW7dw48YN0RI6l8shm80K0ZvX6+1qEEY2hiE7FTLu3LkjtBVsEsYqAaCTPiELwmsUCASQSqWQy+UQCoXEZMxyUgIJAgzgXlOq/Qouegn45BSHy+USi5qsgUmlUggEAvjSl76EZrOJ99/vcLIjIyOIx+PC4plBRohlvNlstqssmDtujnHqIuT0CAGpz+dDOBxGtVrFlStXAECYp62traHdbsPj8QjNAV9HPxeCdE3TcPz4cbhcLuEDMTY2Bp/Ph1gsJsSPAARDwfQE+8GwtblcQULAU61WBbPG1/N+9Xg8OHDggOh/MzMzg4sXLyIUCon26Eb9FYEx74UBgHhIoShofvYpOG5v3NPVEwDMpQaaHgeKp6MwV3VYiiqaHh0zX/cA8MCeUjH6P70FxWZD+2PHO0LHrVBPH4XmtCJ3wIk/PPDriP6KE/iVzt+evPB1DP9HDxFI9Aj9+Sew+MUO0DWXFfgURQAO85VZ1D97DA2fFZY+r3f9/nmYv3AWmlVB8tOjSJ/uiFBNDQWT/9N70LbSkB+GeFRA4m8B+GNFUX4A4L2tx84C+DiAL+/1IMZSOVkgyZp2WXC4sbEhPCHYT4C6CJPJJHL5FJoBEO2baVjFHLK8AHNBYFMuTkT0bGBvAooj3W43stksRkZGYLPZ4HQ6UavVsLq6KiZr7gi5m5TdBYeGhpDJZLCwsIDV1VUMDXVKgshAMH3Bc5X7hnBhZ0qmVCoJEJRMJuFyuRAMBoVRj/x5KpUKCoWCAGzpdFoYc62vr8PtdguxJt+TwlXqNozXbT9GL/BAYMUxw108u3Zy8czn82i32/jJn/xJOBwOXLp0Cbre8RQ5fvy4qE6Se1hwB9/Lp4L0P78r+TVyKSbt3el4GgwG4fP5sLGxAbvdjsOHDyMcDuOZZ55BrVYT6Q8yHkAHhCeTSaTTaYRCIYyNjQHYBgq8TwheyUJQvyP7Zsh+LBzPTEsoioJUKiWE1nJfmEAggKGhISQSCZRKJRw8eBA/+7M/i/n5eeRyOfj9fpHSkXUbFGoyZBC8U0XHIHYOUzCA+c9aYXpxHIGbo/D87jtQay2odQWajW2322g7THCvVuC53cSdX/R3tQIHANVhRzlsFb+bx0ZRi7iw+bQNv/3L/wuGzd1tuX/nzL/Cr7/9CjZfqkN/CAuy6nRi6DsmjDu2UxVPOn8f/5Grw6i9U2vjH77616HcmOvZxdM8EsfiX5vcPl4T8M23oTZ1uGfyWP+5IKAAal2BNatAddihhDs2n+1U+qF8hkcZjwRI6Lp+XVGUkwB+FsCJrYe/D+A/65XyMIYsrJQnYS5e3A3zf06KiUQCHo8HTqcT4XBY3Pw2mw1er1eYV9FEihMg9Q90CAS2dzec8Ll4kz7lToznJNej12o1vPHGG0in06IfwfXr1wUNK2sy5FJVAiUq5KvVqvDFIGiiOJTnBkCcB9kCLhyy5wQnT7p1chfL3WOr1UKpVOoqM2WzKKvVKsAIGRGaXNHSWe4Xwvfb7yGPXwb1AgTDHI8ARDXPiRMncPDgQdy9e1eMt2KxiJWVFQSDQQQCAVSr1S7wVigURFt6uaySlQr0maDrKfUIcrqQrBqb3UUiEVy9ehWlUgnHjx/HK6+8gvHxcdy8eVN0JJVfMzIygna7LUS4mqbB6/Wi3W5jc3OzS7NDkCOXMpNhY1kmGTIaT5F1o8iS9wvnApvNhkAggM3NTeRyOaiqis3NTRw5cgTPPPMMXnvtNdHYz8hIyj4rMngY6CMePEyxKJZ/4SDaNg1tu45aUIEHgH7pOia9T2L+J2zInHQjdKkAtVRF6UQYnks5eBaCKE4ZMuAjkr+CouDGrw5h/vP/+9YD3UZSAHDaasevj34Lz/+//i4sBRUTv3ruvp0n5Uj+7BP47ZFfR9jk6vn35+wm/Pkf/zYOf+8XEP19Ozx/YVBKWi2idbhnTkX4ag3mfB1tlwWa0wp9yzvLOweE/7e30HzxDOa+0pm7D/9rL/T3bz3wuf8w4pGVf24Bhn/5gK/t+h+A2HHLDIXs1lgqlaDrnU6JwWBQVHDI/8s2wQBQKBSE6I26AlkrQfAgL8isUpDdIWVfAOod6vU6rFYrfD4f8vl8l39DJpPpmrhksx4u+B6PB/F4XGgPOOHy7wC6DH2YS+ZCwkVEPnebzQa32y12vqxWaTQawiRLdtC02+2CTaGHATuDMr/NHSzPpVeeeb9OxMYdrjHnLnsgABDpiZMnT2J+fl581xzrFMOSOeAOnOCVoEF2MGVLebmLLAXG3IUTEAIQIITW6E8//TTm5+eRzWZFv5VSqQRV3W517vV64ff7sbGxgffff19Ui0xNTSGVSomKHuqCKCyVBc+sPpF/Bjo6BrkXR6VSQbFYFGDb4/EIYHb8+HFhqw1AiJLr9Tq++tWv4tq1a11+HTKjKc8txiqbQdx/mMIhLP7iQdSincXTUlBhz26DA/OF21C++AQyp3TkD3lx4BudRb5ybAi2rI7yqAK1Adgyne+hNiwxDroO591tdqJfRE0uzH7tX+DNmob//n94bk/GUca4+0+ew9955Zt42dUfRMhhe88Fz50MWk902pjrJgUmvw+6afs+9y511qFa3AmlDax9wglrFgAU2HMaFIsV6ZMOqI2OGLPtscMcCu4q3PxRxqMq/ywCPcuAFXSEmL2MxXYMUuiyfS/1DPV6HZlMBk6nU0yApEu582ZHQ+7MuNizNp+7de6Y2GODDAFV7pVKRQgRCSbIGDBoxMN8LndRNKeq1+uClSDdC6BLq+B0OuF0OmEymUR3UQBdgERuREblv/wYr43cm8BisYj6eoKsarXaRX3z/CwWC2KxmGiFnsvlhCuiXEor7+p6xX4FEsYdLUGp8Vqx0qJYLGJiYgLxeBzZbFZUGrA8c3R0FOVyGUNDQ9A0DQsLCwJ00quEFtC6rgt3VY4BjtdQKNTVsIvnBWy7bXLHbrfbEQqFsLS0hNdffx2pVEq4VRYKBSHGpRvq0tISFEXBsWPHRDrC6XQKsMl7Q24bTi0HmQaCeT5eqVRQrVZFKXW73YbT6RS+E+zqyTJqeZ5ot9u4fPkygsEgXnrpJfz5n/+5MKji9yMzEnLJrlx6Poj7i+zLh1CLaFA0YOgtHb53l9Fa3PaX1hsN+O4A2RNA264j/VQA4fNpVMd9CL6fg3fJDkuyDDRb0E8ehWaTujkoHQvtv504i38y/O6u5/Jz3/8bONS+/ECfwxSr4m/6l9GxQ+of880SXvndv4/Rqw2UpzvLm64oaDlNKL10BPaNOkZf2yqPNwH1gAWOzToWvuTAxJ9XoX7vkjiWDiDyL96G/jdfgLWoY/NpJ1ovHkX4WhO2b154oM/xqONRpTY8H/QYxp0sb3iLxSImMrlpVbVaFSWQpG05ETE9wMlBFluR3ne5XPB4PPB6O4OAEwt3KxTBzc7OolKpiN0Q895bn1ssrFxsabZDbQG1HbSiZrmooijCK0C2tSYg4WvllAgn6mKxCIfDgXg8Ls6Hn1NObfAzEZRwYSEtLPc+4E6VtHGz2UQ+n0elUhHmR9RGUF9itVpFrt5Yrms0/fmoh5EeB9C1++Xixe8H6Oy+z5w5g0AgIHbMdFrldzU7OyvEtrKTKxmGSqWCTCYjtA9kuvj6yclJ/MzP/AwikQjOnz+P27dvi1QYvycCDNnCmxofag+i0ahYyJeXl0UVh8ViEa3OLRaL6HdD4GC327vYNTJmHo8Hmqbh5s2bgnHgYk9wz+oWgmSeM6uMbt68Ke5Vptw4F9TrdeFrwXuQ9wrBea/0nAz4ZDHzIHYOe7aNqT9pQ623YU6XoVstMB2aBrBVUZFYR+B2DdkTnTk7c0pHcSIM36wGzeyB2tTQGvOibVdFpYai67AU2lBqdYz9j2/hW47nYfrCvfPK53xXcciyXaLpfc/2wGkNx3kXTtq+DvcfeJA7rODLP/E2rueHsZAJ4nMTN8XzrueHMf1fn4dqtUCZGkM97kXDu2UrryioRW1bTcEADSp0FTAni1DaDtRCVngOTSP5iRhKY9vjr+XsuGpC1aFZdCQ8ZhyYOQBtceWx00z8MCyyTQBi8nvpur50n8fousFJ5cu189zFyK24OWE7nU6xsJJRkIEHu4DSRhvYZkAoTiuVSrhz5w42NzfRarVQLBZF8x/abLPnB2vnOXkz3dJsNkX5nKwOZ06afQN0XUcymRSOl3Q55LmYzWaRRwYgnPqYFyYNzomSok4u7lz8OZHLAjw5d87z46LncDiQz+fh9XphsViEmJPApV/Z437c0RmpcXk8cnGiVoDjwWq14tSpU+I7oSskNRCJREKAvmAwiFarheRWeZjVaoXT6RTjhFofpjKazSbGx8fx0z/90zh+/Dh0XceP/diP4WMf+xhSqZRI16mqio2NDdy8eVOMg2w2C5fLBZPJJIS6LF8dGxvDyMgI3nnnHaGJiMfjSCaTQotRrVYRDAZx9OhRmEwm0TAvkUiIezeXy8HhcGB8fBztdhv5fF6cv5ySkRuaEYizSoUgg1oMNgbj9VcUBU6nE6VSSfTd4diXxcPyvSnPJ4PYe1j//ALan34KTa8VDZ8V6VMWVIa3mhumVUz9jhVYSGL8L4ZRHDMjd1RHw6fBkWyh7VDRsvRmN63nbqG1JWac/JW3ce1X7n3OhS//Jxj6+7NwmTsbJu+XElD+uRn6AwDB4d94F7UvxDH1ny/h8sYI/sMfvYAnXrmFypob33rvue4n/98n0HbqMJcUTP7bVagjAdQinTVGVzvshBzNmBfBGzqqQRWN52PInNQBpT9723LpuP3LERz5ZzraM3P3/VkeZTxSIKEoyn8B4L8DsIGOuRjQwVind3utcUcrU+hcfDkJs/8AdQ0AxOK2dR7iGBRjUhdAPwV5x8xjcOeUzWYxNzcn2nrTgKfVaonFGwC8Xq9w0mRZ3+TkJCKRiAA+kUgE169fx/r6umBUqEIPBoM4dOgQ2u02lpeXUalURP6aFSj8PFz0mWJg3pfmUUz7yO9BganT6UQsFhOlqEydcHcrXweCEKZOmBLhpMvFhtfbmGs2fpf7KeTrYNz9yv1VVFUVDaYikQjm5uaEQROBHRk6WmJXKhXBSnD3LX93pOj5/U1NTeGLX/wihoeHsbGxIcYM3U7ZxbNUKuG73/2uYCk0Teuykm42mzh06BAOHjyIUqkERVEQjUbxmc98BiaTCQsLCygWi6KMmJqdQqGA2dlZ0fyNIJgiTwBCdBmJRIR+SDbRIqAAOvogplnIxvB6kuGTmRiCiKmpKZw/f77LjM04do2gYT/rfD5IWNcK0G1mLP5kEE3v9vWrhzTM/Gcj8M4B0R+kYPvuEmLxIdz+z4dh26yiMtGdRlB0HdZ8C7bFjAARO4X7u7fQ+DsOASQ+SOjNBtT/OYSZv6fiTGwV+ELHoOpTZ/vbTqbrLqQ/5cTanBXx15VOv44eUQ9ZEHw7AbTa0Gt1NJ0HkT+y+zhrxn1QZx7s8zyqeNSMxH8J4Iiu6/ffvk0KTsLyzpfpCuoMqCugmJCvUxSlq0qCugnmhCuVitBBkE6VF91cLoeNjQ3Rz4PMBsvSstmsUMuPjIzA6/V2VYscP368Kxc8OTkJALh27Zqgj30+Hw4fPix2e6qq4tChQwK88LPbbDYh7pQXbJbusXcCDabkunkuWKTLZYEd9SRcvEiHk4qWfQi42+V50suDKRC32y3aWe/nMIIpPiYvVKTuuRBOTEwIMyp+JwRxsiMrF0B+Z7FYTDBysniTVujhcBjPPfccNjc3cenSJWEaFYvFUC6XceDAAfj9fthsNrzzzju4ffu2+P5rtRoymYxY0Ov1Ot5//324XC4cPnwY2WwWqqrC7/fjjTfewNLSNtno8/lE0yyr1SqqpuR0jNy8i6wDHSfb7Tbm5+e7vE74PAqd5ZJQuZyT15RltUzPjY2N4fz58+K6EqAQ5LEKTK7CGoCIBwhFwfxfjaLp0aCr96Yf2nYd2eNAYSqM6V9dgp4rAFq856F0RUHieTtanxkGMLz9FpqC6f/3bWj5IvRmA4rFiqV/cBYtl46nzLcBAE3NhOyrw3C0Fx74o1hefQ/LP/Y8Dr20N3OokK0Mv7WCkdN5zF4+DGey9/jRFQWFM51qFHNVgz2nQ59RoWg6/HNNKO3O6zSLilrAhPxBFfWghpVPOTD+vQf+OI8kHjWQWAZwr8/pAwR3cTJI4ILK/HwoFBJsAoCuElGZYtf1TrMguRSzlyaDgIF0spzjdrvdArxwQaWJDtApnaSNL4ELfR+8Xq/IYdvtdkSjUQQCAbEQUOQZiUSQy+W69CEU5vHzGZXuZrMZLpdLaDI4SXKSlkWVFKPx88kaDC5cBEAEIbJwVF4ImPvmxM3X7ceJuBeI6BWyeVOlUhHCRbIQXND4j8fm98HdeCaTEe/HhZFg0OVyYWhoCAsLC8hkMoINaDQamJ2dhcvlQiqVEmXIBMgOhwPlchnZbFYcl8BF0zQsLS3hmWeeEUDh4sWLWFxcFAuw2+0W4JPGZkyPccyS8eO9TeM3AOJcyEAwRSGzOkxDsBqE443uoNxEsCdIs9mEx+NBOBxGu90WaUwyaiwnJUjhtR6kNu4vTCeOQLOaMfpqBZtnnShNdESXtpQqqjgAwFJUoKvA3H/3FEa+18T0H1aglmvoJWz0fmIDRwObXY+1dQWJF32ot7zQ/0UUakvH4ZdnEbBtNzA894NjOPBP3v3Ac5BnAbiZiWFjKYjnT83AZtp5o3QtOYzh/7KG0FAFLY8FTVfvVA2j5VBhqutwJ9pQdB2aRQEs22POd6sIKB5sGpuIPCbxqKo2/s7Wj3MAXlcU5ZsAhDpE1/V//CDH5WIqW1bTFtjhcIiJgYBDLmXk5MBJMhgMolgsioVeFldyEqfoi3QpF12WPDJNwHPhpEY3TNmlj2kEfgbqIciCyPXrnLAtFouw+tb1jikRAKHGp+CM14af3eVyiZI/nq+co+fCQBEaAQbZGDk/L1egsMyuWCwiFAoJoZzT6RTPY1kiF4T9BiKAnT9zLzGfPL5Iy8sVR8axR9apWq2Kbq1cVPlcslDRaFRofMgimc1mFItFwRCwnT3HLcdSLpcT36OqqkInQe2D3+/HwYMHcfv2bayvr3cxf3wfguW1tTUMDw8LwMrxTcEoAAE+adtOfxeOLTmNRrZEvi5Mz5GJcTgcokKDx+BcQU0Gr6fsC8Pqjf0mEH5YMf/TITR8W9dO16A2FShtYPidGuZ/crts0zMPtBwKSpM6Vj9lQeCWBaFksetYprqGwoQZ487SPe9jUnSMunKdX/5BSjze1hWUmjbc/tYhTL1e3rEJ2F4j8r+dh37lJALXbiL9Rz7EXTvvj9uaCt1uRf6QE2pTh7m28zyo6DqUNqCrHT1F27otMHUulmFaTyO4nkby6ckP/FkeRTwqRoJVG0tb/6xb/+475KoI+XfS+QCE4IpmSbJhEss9Ocnyn8/nQzQaFZMR2xBTJQ5AlKLJu0OZYubEKRvq8PxIrVKD0Gw2YbPZRFphZGQExWIRwWAQoVBILD5y2qDVaiEWiwHotAanC6JM59JCmJMey+xkMys5DSIDKu6EmQ9n+ayibHeflHeM/B64yLGdOHP2ZCeo1yALst9DBg8yoGMzKi5y7733HqampsS1JVhg2oLjimXB+Xwe2WxW6CNKpVKXMyvTZvzO6TXC+4MmVtyJy2ZkrLYAIEA5W3fz3ltYWMCZM2fEQu3z+cT783MCHY+X5eVlNJtNTExM3GM1z06jHC+0wiaooS+EDFJkrRQrROr1OsrlsvCUodCa5bAE9tRlyBoS3m/yhkI+JzllNIi9hbmiwLMAxP5sEbrbifSzEVgKCprebYAWuVzG8KvbIKE20b3lLsXNmP7ZGXgse69SSNXcUP5qG2Op8w8ksOwZWhvK21egASj8HycQ/1s7A4nKHT+UygryBxTYsgq8iztXjagNHdZsA5aFDTSnYqhFbdAVBc7VKjae96E87oUOQN9BjPmjjEdV/vmrD+tYcuWBHLVaTZRqDg0NCfW6vOOnpoLVGbK/RKPREGY2XJTlhY8LPluVczFlGVqlUhEdRblDo/eDz+frudOSmQC/34+jR4+KElKeO/O/nLhkGhdAl6OlruuC/uVndTqdwmaZrcVlFbpstMXjy4tPu90W1SsEBPL1abfbSCQSGBoaEi6BALpMkggojAZg+yVkKpyfXV6I+HeWLQOddJfsKdJoNETHTn4HAMRumQxRLpcTx+D4IrDlcWQKnyCA9wRZEAIJXdeRzWZFqS+/S7kyiWPy8uXLohsnG46ZTJ1Gb7VaDeUtYRxbfd++fRvDw8NdgByA0FDweby3jWNIBsOykFdROuXVLpdLpBhzuZwo//R4POK5vFfoO8Pya14f2VNCvm8H7MT9hz2lIPr6OuqHhtDwm+G7W4FvVsHiFxxo27fmBEVB8UR4T8crNm2wm1qwqL0X5bauIFVzI1N1IlBYe3gg4gHiwO8WUDwzjKZXgy27OwgtD5mx+pIZ3tkpmGqAI9NJcdSDNrRcQNuqC9twtfmIT/4B4pHCbEVRvq0oil/6PaAoyl/cx+u7qEyCiXa7LdzuSE3K6mzu9JhDdjgc8Hg88Hg8YoHkxE5q2VjvT+Eg0GEDaOrD8ko22aJGA+hM8idOnBAsAgDBRgAQqQ9N0+D3+4UxED9ToVDA5uYm8vm8YB1UVUW5XEYikRD9Dzwej9iB0U8DgFgIuCDJO2E5rSFPjNydsZyuWCyKShSWeTJ1Q28DTvi8jkw3cXGTe2/s1zCyEASDMsDgNaWmhM+Vd+YUulYqFeTzeeTzecE8yMBYXuj43bfbbQGwDx8+LBq91Wo1IehkCovpr0wmg3PnzgkgQSDNKiDqb3RdRyqVwvnz57G2toZmsykASiAQEIs3WYBQKCRKS2mcxZQMGQRFUZDP58X9x2vB68LnGMu8mTakHiIQCAjjtHK53NW/IxwO44tf/KLQY/AYMoCQwXAv/dQg9hYNL1A6EUY9YIGuKKjG7FArTRz854vwzu5Nc+JdamLjHx9AouLFzL8/jJvpaN/nFhoO4D9uIfCVFWiVSt/nfZBQbDbkDqn4wesn8YPXT+L7b51AU9tmzNN1F37w+kmYMiU4Vysw1fb2OQO3q/DNAHW/At9CDe7La3BfXkXbrmLsj9bhXNueS8NXHz8h+6MWW0Z0Xc/xF13Xs4qi9B8JPYI5S5ly5MLMRY6T6tZ7iIlBdnmUm/KQbZBBBJ/HXTfz/1wc+XeyHZy4uKA2Gg2srKygUCjA4/FgYmICVqtV5GNldoIsCBkV6iK4W6IVtd1uR7lcxtWrV0VuWdZFcFHgZ3Y6ncIfgztXY1mbPDGTGmbLcVkZz8/t8/mEloTgYmNjo0uTwXSGbFIlu2ruxyBgkxeqXpU2spaAYdT1UCPDMcQ0WbPZFGwSS3VloSAA5PN5RKNRrK+vC9dSAm+msAg4fD4fVlZWhHiWqTSCAn4GVklRc0BAQ70MgcPm5qawoR8dHcXY2JhIPzCFR4BBYFGtVoUPC9kSmZUgWyePZbpectxTt8R7u1wui+tBsFyr1YRgmhsEI6AgwNuvY/hhhG4QqZYn3TANORG+XIE5XUIztrPJcduqwrFZR7rigmYBenQRR7LmRrlpRblhRaiyDq22azunBw69Xsf4r70N0/HDaPkdMG8WMH88iDFPDg5TE+slDw7/5hq0VAZYScD8ubN7PLAOUw2oB3QsfsGOsb+MQW204Xl/A+2gG8NvlZH4uAuVYQ2bZ82Y+LbtsTKletRAoq0oyri+ZUClKMoEeltn3xO8qWXKnIs8FzmZoeAka9w5yPoKAOI4skeCnDrgDq3RaIgdGCdnAg0KHSnWopeF1WrF+vo6isUihoeHBWMhi9w4aem6LgAJ34s7KOZ1KcJjuR7FYwBEmRp7FhD00JAIgJgA5fJPWcjHtI/X60W5XBYLBI/Lxc7v9wuKXbZV5gLCz8bPIAMKfmf7KYwgQmYj+DegO93BMSyX6dJ0jN8XANHNlUwcQa8MiPlagu5cLteVGuNiyT4W3Jm3222cONHpsVcoFISgMZ1OC/EixwU/F+9HdpMlKyGbXHk8HgwNDcFut+POnTv36I54TxCw8n4hcOd9w2vHjQHBVKvVQj6fh8fjEWOQuggG7yt6XZTLZUQiEXGtgW12UmZA5fTGIO4v1AZgKbbQ9HQvM227ilrMBkRt93T5lMOab8FcaaIy7ED+mgNn/8pNmHukNVZ+fwrxv9yEQwX0iRHg2qNtcGUeHUHxkA+6osBVccD/S1mc+7Vp2L11qBc9CPrzUEsVbHz9JOohDZZyb2ZW0XU4V6toBGxoO8wIvb0O35wPCz/hgG2jhPmfCsFadGLozSLUagvjv7+G239zCA2vhvIXz8D5B+ce6ee8n3jUQOK/AfADRVG+h86Q+QSA/8tuLzLSjbyRSXlyUuZkypArEeTJSE5jyM23ZPqfO5xGo4FisQhd1+HxeOD3++FwOJDNZruqLqiH4G6S9G8qlUKpVMLS0hKOHTsmdpRcxGXdgayDYAkby0k5WVcqFUSjUcRisXt2R3SX5KTH3akMePgZOUFrWqeRUbFYhM1mQyQS6epGyZ1gtVrtAhOa1rH7Xlpa6rLvJpDhd8WFiguAkXbfb8FrI2tkZGDBcUhWiK+hbTSvL7Dt8ijv0Amyge0SSZvNhnA4DFXtuFImk0nRDp67bJaByt8fsK2p2NjYQDAYFJ+Dr5E7y8qAlSCJaRM+V1EUNBoNrK6uihScvDAzrQFA9HiRwT/ZBb4HmYJQKCQax9HLhSJNgmR2VZVBXaPREF4acsM9eUMhiy45fgdA4v7DXAVsm2VoNg/a1u7FVFeUHUGEqaZBNytIn3Ah8l4etpwd6985gErUDOXrnXRd8XsxRC824LO2UDwegqLpcN9IwfSoG1ypimBayLBM//802NZqQLOEVtSL5FcOwlwFoACuhAZzVUPLseUWrOvwXNmAbrci8ZkIwu9X0fBZ0DoWgaXUgmbRsfK5EKIXW7BlGzAnslj5yjg0iw9KU4e5AaiNx2tOfWRAQlEUFYAPwFMA6CX6t3VdT/V/lXhtl7BKXoRJozNVIU8unGwICDgpcefGkNkH2ZcC6NDGpF5rtRqCwaDwdJDpTxnkkLEYHR0VeeXl5WVYLBbRiRTYXgi4WHMis9lswlWQqnKz2YyVlRXcvXtXNGvi4s2UDdkCWd8gMwCNRqNrcqZQNJfLiaoKOip6PJ6uEkSeL/UTxWIRqVQKa2trcLlcAtjJkyz/l8GZvEjtp5DZCP7OHa88doFu10aZVWBFjFxVIPtzyMdjkG2jd4Ldbsf6+jry+bxIVXDc8XWqqgqrdwo8nU4nUqkUJicnRWUTgSZTccYeMEa9Eu+Xer2Oubk5xONxhEIhAVTlNAn1DWT5eE1koTMBqdfrRSgUEtegWq2iWCwKJ1j5/pRTFQcOHMAbb7yBRCLRxUbK4mbjdTWO8UHsPZqeTtdO1/UNFJ4c3v0FUqhtHW2biuIUEH2jDi3sQMupInA5B+W9znflitXQ8EtLmAIkX4whfziG6X948eFS/4qC5mefgm5WUTdYQrTtKjSbAqvNgnbAieQZF+ohIPx+C4AKc02DonWPn3bQjbs/64GuaDA17FDaHYFl7qANuqqjPKahGjMhcskOf8aB8rgGpangwO+XoL97DXjMxuOjbCOuKYryf9N1/fcA/On9vFaehGXVuGyDKy9Q3I3I5jWcrOQJjqWfNITicSqVSlcKgpUPpPKBzqJMZoHMgKyXKBQKuHv3rqBtG40GLl68iHA4jFOnTolUhQxomOvm5MXzr9VqWFpawvLyMtxut6j7J7Mgl7SxbwFBAACxi+Ln4URZLpexvr7etcviAmG320VHR/lYvHa0JJZz0HTB5PUwqttlbcZ+DnlxMvp+ABDMjrzj566dAE+m+TkW5YWQ9wfvg3K5LGygeTwyEjLg4/dFgaHdbsfo6CjW19eRzWaRy+Vw9uxZzMzMdDlrEkgQfLCEmuPJZDLB4/GI92XKjX1v0um0KAM1iqB5XNlKmwDG4XAgFAp19XmR3VcLhQL8fr/4LPImxOfzYW1tDV6vV7jZyiB/JyC8H8HwB416UMPyy2Yc3PTAXGmj7VChNnQobR2aVYVmlgTJug57soGmx4KWQ0XLoXbEinUvSsdDMJfaneZXox44FnMAAOtGEdaNrdfXm9DNJiR+KbpTu4oHCsVihWkois3DNgx/ex1QlM4/swmVcS/smxUoLQ0rLwegWQDNAljzgPsHd2F94ii2u0MA1kIL9tkkNl4eQfyNNtafNSF7XIctrcKeVeBdbCJyroT5nwpCs+jw/9kNINapaom/2YZya+GxBLWPOrXxqqIofw/A7wIQJum6ru/KO/USPhkFk7ygtVoNxWJRtDUmiGBjLb/fLx4jhc8dST6fRzrdcfD2+/2iCkJeZIFOXX21Wu2idOV8arvdFjsiVnskEgkUCgXxvpyQaJrDY8hGVtzBpVIp+Hw+0eyL51GpVARQIYPBHaGczuAEzWM2m02USiXRQjwQ6NRrEww4HA6Ew2GxM5Ypc1a/zM3Nid0iRXPyDrQXDbyfgYQ8hvuNY+68W62WqJiJxWLiWpJZ4DWl2RhLfFW147IaiUTQarWQTqdF2SPfn4s9hY1yqoBghOnAZrOJxcVFAMAzzzyDjY0NbG5uCsDLaiGOKZfLJVJdsj+JrusYHR2Fw+EQDAcAkbqjQJqt0nkPUfvAlCGbd/G96bsSiUREeSkBPT1RCJjktJDZbMb58+cxOzsrKrl0Xe8qnZX/yd/hfh7DHzR0FVj6og+RK535y3UrifLRCPQeRo/JJ5zwzzZgTzVQC1uh1FpQWkB+wgxL2QRnqg1LoYHlL0VEAzAA8M6paLoBXQE0iwZTYwsIWqxQjh+AduXmvW+211AU5L72FJJPAb47nWZZ+gtPYOEnnDj4T2bh3Eih8uw0Np62wD+jwfuNdwAAqseD8kvHoDYBW66JpqszlyptHdln44j+4R20MzkoZz/W9XYtpwqL3YLxPy9j9SUX1r9+AvlDnfG48mkVMdcJeP7tOw/+eR5RPGog8bWt//+m9JgOYHqnF8lsAbCd8+eCRVCQzWbh8/mE+9/y8rJoBw5sNwGi+I+LN49Zr9dFmZtcDklFulzFQTaDCzp3KLLWQhaQcaEul8vI5/Mi38xJigwJUzUM7iZZMUGAwMmM4jSeF/O+FJm53W6xePh8PkFjM/XB11OTwQmawCESiQgfAEVRRC6Zu2UyRDxHuUeHkZHYz5MwQaMMJOQxzZB1D7qu4+bNm8KHhAyYx+NBuVwWC7fJ1GmCxcqkYDDYBThkPwq5lBLYFukC2/cV01QU33KhNZvNiEaj0PWOaRT70tAjRfaWANBVeULDt42NDbRaLVEWXKvVYDKZ4Pf7xfnxOjElSRaiWq2iVCoJjwmn0wmPxyM+UzAYRDKZhNPpFMCk0WhgY2MDbrdbgHcyExRCR6NRcS6ca+Rr0itVtx/H8IPG9G8tIPviOLJHVTT8GuohDaufNOHQ7+Sw+sU4KnEdk39SQS1ig9rS4Xo/gdZIEGufcKLlsmLsj9bRdIfE8UqTGsxlBc4UYLpyF6HAcWhbY64e0hC6XkPLacLaJ8xdugvFasHcV/0w//gLCF9rwf4n5+/7sygmE7LHFEDRUZoEmn//BcQu1KBZdSz+0kHoSuccJv+0jmrEgvW//QL8d1tIneqcy+h3Smi5LELTUI5bkTmuwHc9ArXewMQ3K1j4SScaPr0DONxmVEaccGzUMPm7a0C7jSG3E3d+MQD9MSbFHimQ0HV96kFeJy9AxolWFpuxX4au6/B6vchkMlhbW0MsFhMCQpkx4ETFCZqLOd9HFjPyvZje4KQt/x2AWEjpIkk61uv1ik6j1CU4HA7xvlSaF4tFhMNhAQRyuRzS6TQCgYB4P0VRUC6X7zkHpi+Y5uBujqZVpJODwaCYCGncQyrYZDKhXq+LnaLsZihrJti1kYCDvSHk/gvyTk7OOe/HSdhY7ikH2S7u4pkKGBoawo0bNxAKhfCJT3xC6HVknQTZMr5WLgeWxa7yTpygmD4gTIdQgwBAOMGy4ZrP50Oz2YTb7RZA1e12i94v1GFQxMnqIpPJBK/Xi1gshlQqJcAuAIRCIeGNITtKEtzKJan0X/H7/eL+5Wfe3NxEOp0WbIacxpOruWQgZ7FYkEwmxbFdLhdyuZx4PQGE0Y+DsR/H8INGa3UNnt9dgz8SQemFKVSDJuSOAUq1gaYb8M4B6vnrUL7wFKADus2CpVfc0BUNlWENt385ivBlBY7le4+thoNo21QEb235rrR1WFdyyL8Yg/8WYCvoMNXa0JstKGYz2nag5dZQ96qw38dnUJ48gfKUG7raSVUAQNumoxYCoHSYllpEQ/B9BeFrGuyzm8gcHUM1psM3D8Qu1GG/ugxtNIKGzwFLoQXHShGVSAAtp447v+iHdy6I8JUq/LeB9GkdSksXNY21qA2NQATOO2nkTnU2peFLCnw3sni8ZJadeNRtxC0AfhnAJ7ceeh3Ab+q6vqM3l5yjBLZ3/TIjAUCY9NTrdZFLXl5eRrvdFk2zuGuiuFBe4Egfk5I1CqvkCZpNqTgRc9JhXpqLMelW0rR0kWS+mSWhlUoFy8vLQnPAvHEulxOVFJVKRWgUmJIBttkU2YcAQFcjrXq9LhoXseeG3P9Dvo4ESjzvcrmMarUqgFYmk8Hc3JzwHCgWi4hEIl3H6iVI268aCWOOHeje6TJ4/cn6HDp0CCaTCefOncOxY8fw1FNP4cqVK+K6MwUgf+cEdkZNAbC9kAKde4hVIbIBFo9hs9kQCoWwtLSE6elp2O12pFIpYdWtKIpg9lgh1Gq1uozSNE2Dx+NBNBrF8vIydF0XugmLxYJSqSQWbn4GtrCXtUX8vEzPESQTWBEYFItFUTlF4EwGgv8sFovQYCwsLKDdbot0CfU98jXi/3IJ7yAeLNrJJBx/nITrzHFkT3jRGPHBVAdCV8tQaVhmVZB+fggtt47gNQXmqo7g95dQPdG7E2g74sPmUypars6ia82bkDo9BHtKx9A3bqCdLwghohqLgIKJzCkFhf/2BQDA6KtlWDbyQLOF1vJKz/fJH/Ng8xn+ZrAUKDfhWO/Aksi5FJRaA5rPhYYPcK0qcN/NozbiQeXsBNSmjvXnVOiKFb4ZK3xzDdiKZqSPm1A4oEFXHIh/4zZyRw+L45srbVhKLWw+7UTi+RigAEf+lyW0N5LQHkLfkEcRjzq18c8BWAD8s63ff27rsf90txcaJ2NZs8DJtNVqIZfLCbEge25ks1l4PB5BWTItwcmBbn1MiTSbTVELTw0EmRAAQjBGWpgLLxdaAIJxkFMVBCYejweNRgOFQgHJZFJM/jTeWVtbg8fjEbsuvgcpZE6qdJRk7wWCBrk7KYEH3Q95LjT/qVQqYjLm+TOdwyoO2m7TgVCmmHVdR6FQEEBKrjbg9ZIZpZ125h/l6AUmeoWsw6FXyMrKCt566y2MjY2J60rfEl5PVvmwWZ3D4UChUBALslx+C0CIbclKUCvB8aqqHR8Hl8slqkXIZFitVpFaMZlMCAQCyOVymJqawuTkpEiLzM/PC0aB45ggQtd1bGxsCFt1OqSScWFqguPJZDIJobFcRZTL5YTeQnaeZPC+4L0RCoXQaDTwve99DysrnUWDn4Xpx14sxCC98XBD0RRYzt/GcHkasz/thu/uUYTer0BtttGeckEzKzDXAM9SDXqrBc2k3OO7rCsKWh4rQtd0bGxJC9gczJZW0T46AeXdG8Iae+3zceimrZR1UoEto6NtB2Z/2gEoDphqCsKXR+H/y9toZ7NbJ6qg9qVnUBxXAWjbGEL66tX3ZzByfiv99rmzWH7FjPAlYPxPMlDabZSObPcLSTxvhmbpgJ62TYVmUeGeLcBUc2P55c5GVcvlu7CK804Sic/HUZzsnHvsHNBaWf2A38CjjUfV/dOs63oLwDO6rj8h/ek7iqJc2cPr++bX5fSGvHhlMhmhdeDkxOdToAhApDqazabwSuDuyGKxdPkn8HGWW7pcLiGMBNBlv8sJkgZWcmqGOzMAYufodrtFf45cLod6vS5SBXK5HydlngsXFXlXyqoA2U9AzlfLZXG93PqY0mA3SIIvpkYo4AuHw6Jag42WCHTk/gfyceVz3E/Ra/z2E/Nxd59MJkUFxJUrV+D1enH69Gmxq+Y4BCAAtdPpFAJMGqlxNw5sW1Tzfwol5fbv1LpQ4JvJZMQunSCdwl5WNPn9fiwvLwvGYmhoSFRnMEXBlAU1HrRwp/aGrJrsqQFApPmY/iDgIVPB5xHo8HOZzWZ4PB44HA7BnuRyOczNzeH27dsC1JCNka+nDByM35HMYg7iwUJXgPKPncDm0yboJh11vwpTtQmlXEPuoBfeu4At28TKZ5yYTHnhWCth7mcCaNs1WPMq7FumAQ2vGaa6jtj5zndhy7ZQHLOgNK4j+aQLQ7MB6PEwFr4cQMu9/R061zUEruSgbKTR+KVDqMY0tO06Np4F0iePwpZV0HIBmrmTCtHVzhgb+Z6G9WdNaDu2qnusOub/mydhqimIf7+Clc9aoKs6HMkWYFLQDHWE9qaqBuetDSTPjAHQYc2rGPnmGiqHI6gNudB0SVVbw0PQFaDpNsOeqkG3mFGYBkx1BYf+1zm0U+m9uTj+CONRMRLn0fGPaCuKckDX9VkAUBRlGsCebQ7lG1cuV5T7ElD5zVIwPpZKpTAyMiIWYQAijWCz2UTnQ03TBJNAZ0mZSuaEzBwwAQYnQmB7IZbzsWyDTAaEfSva7bYQRHKyZaUJja44ucpWx1wgWNMPoCvVwTwxJ1ymHOS2661WSyj6ef3oglgsFoXPQKPRQD6fF1UgqVRK1PrX63UEg0HxMxkdI5jg9ZQrBPZr9EpvGEGX0+kUizVTcVeuXMHU1JQAuWSj8vm8KO/kGF1bWxMglFQ+n09hrZxqo55CZs8oQGRazuPxCG+ScDgsNA92u11022VpdqFQ6PJI4dig8Jmgp1KpiHOWq5nIPMjAmaBXFoWSfeFYByDEwARVZCPkKiX2j5HTgHy9/L0Y0xpkNffz+P3AoevQTTpWX1KhtICxb7fhuraC0pk46j4vPMsafL/zDpqvnEXbrqM55EF+yo6Ws9OoKnK5BddCCaUpD0x1HY65tDi0Uq2jPDwGx7qC6G+dx/rfeAb5wzpgUBIUx1WEflCGDkDZWoHMZQUj32+i4THBVNeRfNK83ZlU72RFLKU2FLnERAGaHr1T5mk1QTN3xs3S582wbwbgn9Xgu5KCUm+g+ORwhzHRgfD7beiqAug6HAs5lF6IbL0JsPljY9BsOjSrAvNyComfmIBu1oGm0gERrcevt4YxHhWQ4F339wB8V1GUua3fJwH8J7u+uAcLAXS3wKbGwWQyweVyIRwOI5FICPq3Xq9jfX0dQKeskxoBAgN5sWWOmLsrggj6NXCCky18Za8FiiApYmMKgGWVVKLzeQAE+8CyTAomObGzGoN6B2Db+Ed2weQkxzQNF3hOmgQKZBjkY5EGppiTwj9eA4osmVqhMVcsFhPAiq+R/xl34ft1Eu7FRsgpM2BbR0KRoAx8C4UCrly5glOnTonvtVwui94RTF9w8ea94fV6hXaHiynBKqsu5PeXNTKtVgsulwulUkmkzcrlMrxeb9cYZ3dP3k+8J6hLIHvHCh9ZJMyFn/eJDCYI0ulVoiiKaKVutVrh9XqF7ompG5pb0R/CYrFgfX1d3FssW5Z1JdQlGb8Pfkey8NgI+gZxf6Ffn0Hg5jPIHtehaIBzJoXyqWHoJqAwpcKzKDF0LQXWhRSKnxoDFB3OVRXmSgu1oU4n42rYhLUXu9s1aVbAvQDAZEJpovc5uBI61n5iDO617X2sogHWbB22N+c6i/WTT2//TQcO/4tNIJsHPnO41yFhPXcL7lNPoLSVgqhFNWyEgdTpCGLvtpF43gTmLDy3MqgcDkNp61j+chTV2FbaRAfKowqcawrsm1XM/dIkTHXAUlDgWtWhax+OsfeoCkoiiqL8HQBnAPwmgO9s/fstAE/u9EJjblnWSDBkhz9SndytcwEul8vY2NgQk5NsKCPvOoDtSZ5ULO2JnU6neB9ZZEkhIl9PkCDnpTmhcVJqGVBlqVQSLaA9Ho/QZsj0q1xWKnsP8LMyhcN+CRRhcnJUVVXYBDNtwSoUMijsz8G/c7HhQkQjLJPJBJ/Ph6efflqIReWSWP5PjwxWx/RKeey3kOlyI23OsaiqncZVyWRSPKfdbmNxcVHsiuWUmbzgyUJXLpblchmFQuGe74nvRUDBNB8BK8eOy+USzByBKgEIGS2v13uPLwQ/E0EEv38CDQqUCYRrtRrsdjuGhobE+RBUczFnmpKVJWRPmIKTu+DyPmI6ZX5+HplMRugm6LtB/ZGxYqMXM9FLKDuIvYfeanW3vlYUaJbem4u2XcfS18bQCHQW57FvJqG0dWEvrasKWi6965+u6lDbO38/arPDIrStChQNgN4BIJkTbqR/+jRw8uC9LzKbgKC/9wG3Tj/+ehbTf1TH9B/VEXxfga4ALZeO1U+p0KzSOSkK2jYV+WmL8MBQGwri30l3WJr/sIn8QSeaXg2xC3WYaoClrEOxmDvmV495PCogYQLgBuBBh/VQtv6Ztx7b+aQktb9xVyfne2VanQsdaU9qJUjN0sCJGgDZHIjH5CTG/hpcrClulNtlc8Lm3zhJc7KVTa/4mPw8s9kMl8sldA+yBTFTIqSaOXnKKRfW1udyOSQSCWHGY3TdpEqei46ud0y4CK7or8EJ1uVydTUj4+SvKAo8Ho9wDyRYkBt58TshiODjvSo6PurRr+yT37WRTge2q4TkFuysvqFWh2kBihmZipPTFjRjo9iWzBW/T35vDL/fL6oyAIh7hN0xCc5NJpOwnrfb7Wi1WmLssMKCjbSy2axI0bjdbgFofD4f7Ha7OJ7b7Ybb7cZzzz2HWCzWpW/g8Xnu/HwAhPCY453XgxoQl8uFqakp+P1+kf4kGJe7AhuBhHEMG7+rQXyw0FWgGfPC894qlDbgXNdR9ykwbXVC1qw6KsMa3IsqfLcVVMd9yE9b0XCrcKzXYMtvMwr2zc5zDn6jiMi/vrjj+9YDKlqdPRVC1xqwp1S0bTrST3T+VeMu8VxTVYF3RukSTRqjbdUx+9+eBnQd6vcuQf3eJYR++wIi72HHtpSl8c7/zjUVB3/tSsdyO6SheCKE0qgC3QQsfd6KWkRD8mlg7lefgul4b0bkcYpHldpI6Lr+ax/kAMa8slFAyEWagitFURCNRkVOn/Tp+vo6AoEAbDab2PGTSia1ypJHp9MpJjCmCmTKV6bpufsnLQt0Jn3u5mX1ubyY2u120Y+DKnnu1phOYVqEqQ0ZRHAn5XA4BDhQVRW5XK5LDyHnneVKEAIBl6tz43DBALrLBblQkEmhj8Dm5qYAZ7x2/J/Hl90u9yOI6BXG3a2cFiPFrigKfD4fKpUKqtWqAJI3b97Eiy++KMY828UTxOVyOZGeI7MGQKStAIiUhKwj4ndPHUWr1RIiYI5t2SKdY7NYLMLr9QrzN5Y8q6oqhLkUBVNcTKaPvhEAhD/G5cuX0Ww2cfDgQdGEi5sGAKIlPX92Op1YXFzs0ncYtRWcF9hsz+l0olgsivtJLn+Vyz4JJHpVbg3G8YNH+O0k8gcjaNt1zP2UHe6FCQy/WYDrdhV3/kYUiZ8/KaylPQs6Gh5AbQO5Q1YUpjWY6gradidaDgXUP5gagHexBf3SLWR/7mNo2yE0C8YoHNCgNhVAB5zX1hAxjWD1U1sVFRLmD1xTEHkvD7XQKZVGpQpdid57QKXjK7H22SBC0adhee0i9FYL/n9/CS37U8ievPc81JaUwtEArVKB2tahNhS4lsuw5q1Y+YwVbdv2ObVtOnTT489IPGqNxIO92MBCyItVL6qcoig6O6bTaVE+mUwmYbVaMTY2BpvNBqAjbOMkR4BA+pSTEScy7hI50XNhZJkd35uTfj6fh8/nE7s3k8kkxJzUTHAic7lcgm3gQt1sNoVlN4EBUylGSpf0M8+7XC53tUfn4i4b/phMJtFJlLbeTqcTXq+3q18Jyz8Jpnjc1dXVe57HfwQQcpqDC9Z+DDk1JYMHYBu08drIZZ0UuXLRn52dxalTpzA1NYVMJgOTyST0OtyBkyGTtQg8rjxu5JJJ+kowlcbFX+5dwRQI9QYU5sr6BVaLMM0GQLCDBMROpxMOh0O8L5mSer0On8+HV199VZSU8r2B7YokWUPSbDYFe1GtVsX5VioV4ZUCdNjCTKbjxs+Ot+FwWIxNOXhPGUHEILXxcKJ9+y6m/vtl1D5zGiufNaE6rEMtVMXfXYk2PN+8AhychFqqYO6vj6Lo2xIRoJPyyB4H5O1+6HoTtlcvAaqC3BGIyop+ceAbBbR8NqQ/PQ7vfA2HfyOBjVfGUDjU+bt/RoNzo4FG0AGLxYTyqBPrz6kdsNEnSuMayiMWHF47hPaNO9DrdbgTLWRPdnuAVyZ9cF/bgOmpkY6g1AnoLzwBdW4d4992om0zwZYo4uA/LyPxE+PIH9ahtBT47wBqvvxYmlDJ8aiAxGc/yIuNCw9vYlK+cn08sF2eJU/O8iLPnRt3aMYqCz5XFlDKrb85mcm7OvlvMhgg3cxadzpnMo1BepZpDoIFY/qCj8uNnFwuV5enBpkP9gugQp1VIWRfmJOmQI9UNT8jc+JsCAVA+F7welN9T3W+UTzIiVgWXcp/328TsQwigG3AJaeeZLaAwetN1ozf0/LyMp544glhwAZA2GJzjAHoKlfm4wQnHLtk0wisAQjQx1bcZM5YLeT3+5HNZoVgl+dBhqHRaKBarYqqEY/HI5g9+mMAnfHDz0nmg/fKu+++C7/fj8nJSaysrHQt6mTaZE8JpibJxMgMgqIoSKVSKBaLUFVVpFr4vvJ45KaB/4wAQk5HDeLBQ6/X4Xz7DpSXjnceMKlAu/N9rT+nojz0FBpeIHTTi7Zdh6mqYOy1BvJTVpRHFLiXdOQPbR/PVG8j/fPPoOVQoFn3sNSaVViyVXjaOmoRK3RzBMGbFfjnTGj4zHAvVdH0WKA2ddRDdiReUDvVE7t9LhOQ+EwYQ3NL0Go1uC4u4dBGGNkTXqSf0KGrwPLLJsRtQ2KLXQ9rmPuKA4d/04XsYRvMVSD3OQcCt4NbLcp1qE0g/K8u3KOvexzjkQAJfQ9NuXZ4bZe+wLij5YJIUaD8GFMHnAyZRw0EAl0OeHIHRQIEflmVSkU4UHLxZMUGvR5YYibnnrkAyB0QqRTnDpMmWQQmPHdSsQQCzIEzvQJATKT1el1YDJMpsNlsgo2gAJMqezInZEa44DN4jXgevNbZbBbValXkyVl2RxvlXrll2VPCyFTst0lYXtD4P1NODFlEK5cYcsELBAJIJpMAOixaMpkUO3yyDHIZLgDR5dLr9Qo3VX5/U1NTsNlsuHz5snguxYkcjxwvTGtQZ0QBci6X61rQyVbwO3Y6nQgGgyiVSkKbQEEmx43D4YDX6+1i0wKBAO7cuYP33nsPL730Ek6ePImVlRXkcrkuUyvatLM8mseiOFjeTNy5cwftdhvT09PY3NwU6SCjQJVp014shAwAB/HBwhSJYOXnD0GzaFDaCorHglAbOqB2FtvCwY5x01pYxeHf3IQ2twjFZkP7yBNQG0DwX7+DkKl7p1/47DNoufa2X7/7NRd8MwrCV8oALKgFO4Bb0XToioJqbKuiz6sic7oj4txrlMZ0aGcOA++8j9b6BrC+Af9FBdbix5A9YkI1piHxogJdkSqEVGDxq0MYOl9H5ogNLbeG1JOAsXT1wxCP2tnygYIlhPKkKxvcsMwMQJdGgbt02V+B6nCyGSwvk3P4sqCKTAVfw9+5e+Oiz50+BWEAuoANJzUu4AQJNK5irb3MijAvTQEkF2XqKJiLZgtkAiGZkeF7pdNpWK1W+Hy+e2yA+TqTyYR0Oi0ACa+bpmmifI4TaTqdFqCA4lXjjk1OQRkBxn4KGfzKxmT8G/8RUBJE8LoxtZbL5YTY0GQyoVKpiOtP9ouslnyNufjmcjkx1rPZLJLJJEqlEvL5PIaGhhAKhQQgoKkV6X1N00Tzrmq1imq1CpfLBZ/PJ/q+sK8GwS2FmNRbEMyazWbRMI6sGtN1vDbsYBqNRrG+vg6z2YzDhw8jlUphZmZGXAfex9QKyRVSBAZWqxXpdBoLCwsCLHk8HpRKpS4fGjn9ZxRVGsf2ID54aBMxlEe37gsN8NzOYfkLIWH+1PlDx7wKmga91ULqF55BaVyHM9HxYNBbLah2O5QDE1j9sVBHT7DH0E1AOa5AM7vhXWpBbWnQbApcC0UotSbQbqMd9qDudd13gyxTHcC5q4Y31OH8w3PwDsWw+NcPoOnS0Xbqnc+39VlrUQ2Ln7fiyD+eg/Yz06KUVG0qMJeVD03552MJJIyshFEwJgMAPk9uYsQ8rky7ctKWJ8peEwRTIO12u6tbpqIoQvnNnSSBC9ABMTTYITPBSZo7Kk6ozH9zF0jxIpkSY2dOllSyTI9/Y9oGgKCOKSwjYCgUCqLsjbstAgd58uT1UJROX5B0Oi3y2ay7N5lMOH68Q0ueO3cOpVJJHNP4Pyfp/aqPkK+1nOLo5V0g6xb4vSqKIqpryJix34o8BmThJABRcTM7OyuszrPZLFKpFKrVKkwmE86cOYNQKCTOh5Q+XyubljFNVq/XhUjY4/HA5/OJFAfQKQWljkK2f2cKT1EUOBwOUfJJfQbQYVv8fj+cTiei0SgqlQpu3bolrOPl+45zQavVEnoMh8PRVQ2lKApu3LghmDtad5tMJmFXz2vTC0QAuAdE7FcvlEcVmkXvdLRUdp4fXBtthC+WoV++IR7Lf/kMNj+GbgCyx2h6NeiqgsjlBppuM4qjFqx9wgcAsBRUjH27DOdmC2n06HO+0+exAo1XnoaiA/bFHNq378J0cAqtmA+tNy9j5B9tAoqK6k8+jfQxM2rR7nPXCkVYStvjz3cbCP3Lt0XfkMc9HksgAWwrqOWJlTezTJuzkoELMx0uuci3221sbGzA7/eLSgU5bw1sl2VSKEilORdWmUbmxKvr27XxFLLJrALTGizprNfrQqRIERrTM6waIWXMRZ87MAarTAAIWlimpWX9hslAAZL+5rkxT0xgRVZE13UkEokuRkjXdUQiEdRqNUSjUdjtdpw/f77LO6DfTm4/TsCywNIIhOXrRN8GuYMnxxs1LlzI5ufnMTo6KoSHMiMkL4Bmsxk+nw83btwQLbwtFgvC4bBIT42MjAj3VY4xmQ2TtTnyvUeDNlVVkclkYLfbRTWEpmmIRqOilwew7fvAsc33ZDUStQ0ARHpCFjSzxwv/Tv+HfD4vDKrYhVTeLCwtLeHu3bviuvM6h0IhHDp0COFwGG+//TY2NjbEdTSGURw7iA8eyu1FBG6cRPaYvs08GMJcVnDgt5PQVxIAAPufnr+3mnKr++aDRtsOLL/s3OrTsb2gN/wall9xQa0D95teaNt0LH2+M+7DFyMIZfLIPR1D8mkFjudewNDbZSSfdCH+Z6to2Yah2VS07DqgdsynZMBgriiwlvUPDYgAHmMgAXQvSty18XE5H88dPxXn4XBYiLosFguWlpZgMplw6NChLmMnHouLHhkFNtCSc/wABGjgrgqA8GkgWwJAtNjmws+dIABBW29ubqLVaomdmKxT4GTK3ymMU1UV1WpVsCytVks49HGBIYPC4LWTHT056bbbbaHEl906CWYIOJxOJ0ZGRgAAHo8HqVRK9Afp5fWxnys1gG2hpbwoAvfuamVALLf/5nfG15lMJty5cweZTAbPPvssxsbGxC6cqQ4+j/8Hg0HY7Xa4XC5EIhGhT6BFPNMQNHySQTjFmrJ7JbVHvFfMZjOOHDkiXre+vi7GjOzOysZcHo9HdBFl+29Zq0Q2hOfATQCZkVKpJMb85uYmAAjTuMOHD0NVVWxsbGBlZQUzMzNdaUOmIUOhEMbHx7vMsmTjt17fIWM/AuKHHVqxiPC/ugD9F59B7ljvRVJpK2jfvvtIz0M362j4tt5fB3wzypat9nYTsA8SqSd1pJ480PlF0VEe1TH7VQdGv9PC3M+PYOidBsb/4btQnjmFlssC0+sXoQEI3qzAVrDDf34VrcUePdQf43gsgYR8E/NnOc9vVMJrmoaJiQmMjY2JEtBWqyWcLdvtTutgdrBkGZrMalCzIIs8gW0xJMEKc9pkFeTnkEmgWl1OI1AgZzabUSgUxA5P0zTRf4Dnweey5TgXeQIAUsas62daxFghYRSPcdKWFwOHwyEmbObSU6kUrFYrgsEgAGB4eFhUGVgsFqysrIidnMzq8LsxUsT7MXqxBcbFyfj9cBHmImtc6Or1Oubm5lAoFDA+Pi4of46ZQqGApaUlAB0w6/P5RBlmsViEx+Pp8lAg+2asuiFLwVQggYbT6RRlnuPj4/B6vcKJMxgMCu0EAREt5zVNE0Jlgg0arVUqla6xQ4aOoIICTt5Tc3NzoicM0zWJRAKBQAALCwtIpVJIJpNClMlSbFVVMTU1hWAwiFu3bgmGrhdzJAO/AYB4uKG3Woiez6Ma9ff8u6XU/bspFMTa14+i5dx+rOnZLgt9GBG+UkH+sOOhHa+n+YECKLqO6X+5BD1fQBuAfuFqVwJFeesK3AAe/xqNe+OxBBK9dgLGXa6RSrdYLKJszO/348UXX8SVK1ewutppv8rJs1gsitypvPORFeQUtTENAGx3JKTQi/Qs+wjQ4Iq7eda1U3BGqrpUKsHpdIrSPVZ0yMp3lmLyvGTWBdguTSVw4fsSZMhpIT5fZhoITAAgFAp1+U3IIriDBw/CZrPB6/Uik8mIKpZEInFPXlnOJRsXzP0IJoyMjHGRMo5foAPGpqencerUKVy7dg3z8/NiDPCaLiws4NatW/D5fIhGo3C5XGLM0uLc4/FgbGxMNFfTNA1+v1+8B7UOVqtVaB40TRNW6VzYXS6XKM2k4JJ6mbW1NaytrQGAaM4lt7NPp9NoNpvwer2CPSGgJqhh+o/3Cy3pea8Q9FLrlEwmsby8jFgshvHxcTSbTVQqFbz++uuCuSNQIfPn8/lgsVjgcDgQCoUEm0bxJqNfesP4/Q3ig4d2+QbGLu/tue10Bp7lNtY++SG8/vKQUoDcAQscr2ehbYnmP0rxWAIJBidPeYfdC2RomoZUKiXyu6VSCZFIBMPDw1haWhK7nmw2KyxzSdPyPdgxkBUJFHFSvQ5s9zFgflbXOzXzNOTh8WQBJrUWpIz5eeTdGydONhbjLlAWV8qsBCdLBstd5YlPTsnIfhJkFShoZYt1XgM27/L7/SJdxM/HvhwbGxtddfU70cD7EUQA2yksoHuH22/xYvVBvV6Hx+NBLBbD+vq6aNSlaZr4btrtNlKpFDKZjACPtJuenJzE+Pg4xsbGujrX6rouSoq58yeY5MLO0mhZ3Ot0OkXpNHU+jUYDLpdLNOYiw0Xr642NDdFgi2lApmHIGPIelIE6n0Ng0W63EQwGRTrj7t27gqHI5XKw2WyIRqPY3NwUok+fz9fFBhaLRVitVkSjUQwNDeH27dsoFAoi9SkLVo0hMxX7dRzvh2h6LDCXOz08HmZELgKh15eRfmkMyaeB4qSGocOTMM0uo701/j4q8ah6bXyg6EeN99vVARBue3a7XZQ+0hiHosK1tTVUq1UoitLVAEiuggAgBIjFYlHsmuS2wwBEdQXV6ABEXw6mGmSTJ/o7kHkAut0yaf3L5zGfzRp87r5IMfNcmY6RS0BZrSGX88m21XI1BVkZs9mMdDqNbDbb1TiJ/w8NDWFoaAirq6soFApd157vLX8/+33iNZpMGYWWRt0EGbdarYZarYZYLIZ4PC4An1zpwdfITBLLLY8cOYIjR47g2LFjCIfDCAQCYryR3WI4nU4EAgFRIcJyzkAgIMZ0Pp9HtVqFzWaD3+8XugQKiTmW6BNRLBYRCARE1Ua5XBaGaXa7XdixF4tFca/I4mC5yuPgwYPQNA0LCwvI5XKIx+M4deqUYMjS6TSWlpaQyWSErkT2hyFTY7fbEQwGMTIy0sWWGL8DuXKm1/c4iB9NeG6kYa48ou9BATafsiJy6eFruiwVHa2VVQTfS2Ps1TbGXmujFndCCQe7n6iagOdOP/T3/2HGY81IyGFUv8uPA51FPJfLIRgMIplMYmVlBaFQCNPT08KFjzl/5mCph+BCyNp8pglk0ZgsiCP9yrytDEqYQ+YC7HA4hJW1XLrHdEO73RatzynKpBdEq9USu1C+v8wmMKXDyZhaEqZl6DVB/QUXIllMyc9WqVSwuLgoznFiYqKrJXs0GoXNZsPMzIxYmOTqhF67tv0MJmS2q9/YBbrHNc2mkskkDhw4gEAgAL/fL4SGBKfs9ioDC+qAaJ3darUQCASQSCTg9XoF0OZrmGawWCzCtbJcLqPdboumXHxesVhEqVQS2g36mdBVkkJl9upgmpA6CzbzcrvdyOfz4vVytYoseqZIlPeAy+VCtVoV6ZlMJoPV1VVsbm4KYEQwQoCgaRp8Ph/C4TCi0SimpqaQy+WwuLiIQqFwT0WRsbLGqNEaxA8vTIEAFL8XrflFAB17bVMlipbz0cwnmqVjQvUwdRdA55jeyXG0bs7APmeDOjEKbW7xHqdKc3wIm8ddCL7zUN/+hxqPJZDYabI11uTz50ajgeXlZUQiEZjNZmQyGTidThw9elTs0F955RXcvXsXS0tL8Pl84hhMPZD+ZYmbTLFSXClXVXA3z4Ehu2ZytyWXZ5LOlZ0JKaKjDwYFarqui4mWVRk04alWq10CNVmBTrqaOWO5SoU0MsGTnAsvl8ui6mNiYgLT09Not9tYXl6Gz+dDMBhEIpHAwsJCl6GP/B0Zv5P9HP2Eev2uDSuRmAoLhULCU8FsNiORSKDZbGJoaAipVArZbLar34uud5ppraysYHJyEul0GtFoFJqmCW0LhY8MjlX2vlAURegnbDYbPB6PGE8yEI5Go/D5fMjlcuKYBBl+v1+AH0VRRHWTrncaaNGojT0xWEEhN6gLBAIilRcMBkW6hUZra2tr2NjY6AJSBOi858LhMKanp2G323Hq1CnE43FcuHABpVJJWHn3+s728tggHm0ofi8ao0GoW0ACAEa+V0HyKSeKUw+fOWgENGT6N/p84Eg/oaMcH8Xo/3MZ+a88ic1ngPgbYTj/8FzX85I/No62rc9BPiTxWAIJY/RKaRgXLF3Xcfv2bZw+fRqhUAhra2u4ffs2Dh8+jFOnTiGTySCXyyGZTCKTycDtdndNPrI5jSzykv0hVFUVSnmgm4YFINTtLNWUaVYyFXSq9G61zWV7c7oDer1eIX7jOdC/ghSxbGXNtA1z8rIin0yJbNrFz8Zdm6Io2NzchK7rOHHiBGq1GsbGxpBOp0Vp6Pj4OIrFIl599VWxm5SD38cARGwHwZrM2Ox2jaiDWF5exsmTJzE9PQ2Px4Pr168DgKiooQbAeF80Gg2srKxA1zvW1IlEAvPz87BarUilUohGowI8yr4hsrEZG2lxrHo8HoRCIbRaLQSDQcTjcWiahsXFRaTTaQGIA4GAKK9cXl5GMpnsqrbiuKEY09jJV04z8nycTqcAOdPT06IclaJSXk9qiJiCdLvdGBoagt1ux4EDBxCJRHD+/Hm8++67SCQSXS3U+wGKXunTQfxwojW/2AUiAMD87i2Yjz75IzqjB496UMPCrz2HtlPfElya4Nz9ZR+6eCyBRD86cSd6WNM6Ns6Li4s4cOAANE1DIpHA7Ows4vE4Dh48iM3NTczOzqJarSIcDgvRF3f0FDcytUFQQFagVquhWq129cygEFOeeMgEsLyTOzm5BTjfj0CCPRJkK25O+nKvCrnMlECDhkL8O0VychpGtgKWvQKy2Szu3LkDl8uFs2fPYmJiAul0GplMBrFYDMPDw6jX6/jud7+L1dXVLgBj/F7khWm/T8ByGsG44MvBRYvXrNFoIJVK4ebNmzh+/DhisRhMJhNu3boFr9eL5eVlYdJkZOdYefHmm29icXFRLLZerxfxeFyIKGU2isJiYDvdwXFfq9VEe3q73S56d1itVqyvrwPoAA+Xy4VQKARd1zE7O4vNzc2u5loUQRMAExAT6DLFyOeTcZNt4tkRlxUgBBGyf4qu6wiFQhgdHYXFYkEsFhO6n4sXLwqLcH4XMmvUSzDMa7rfx/KPPBQF2a+eQfbEo/keLEUFjg0FhYMPn+3QTUDL3ekhomidf8YIn09DN6sfwg4b2/FYAgk5dspRGnd3tVoNb731FmKxGNxuN06fPo1kMolcLoe5uTl4vV4MDQ3h5s2bIudLzQGBAYMTINsoA+ia9GilLS8W3B1RmwCgqyuoXI7JydRms2FoaKjrMxF8yPoNugBS68AdJcV2ZEwILuTjyZbiciOxfD4vdrvHjh2Dx+NBIpFANpvF2NgYIpEISqUSXnvtNQEi+B79vg9+Z70e308hAwTjY/2eC3TGRj6fx+XLlzE/P49wOIxTp06Jiojh4WFUKhUUi8UuAMlFtVarYWFhASdOnMALL7wg2r6zeoHsFlmzXC53jwsqASeZt1arhUKh0GXkJJcZNxoNzM3NiTEpi4jlpnX8jLznqEfifUiAQMDRbDaRzWZF07BMJoOZmRlx78hNy3Rdx9jYGIaHh+H1evHEE0+g2Wzi3LlzWFhYQCKRENeq37U3ggsAAoQP4kcX9R8/u9XM6tGEqarAtd5G4eCDz1POVRWaFahF7p0bbWkV3nkNrvUm7NdX7vGJaN+488Dv+7jEYwsketHlvZgI+XFd7zhGfuMb34DFYsHp06dx5swZFAoFzM3NYWJiAidOnMD6+jrS6TQCgYCY9PiPYjPSu/SNoDhRTquwikJeNCj6ksszZSGZnM9mKiMUCol8t9xHgRN8q9USFSL8zMwZF4tFQS8bF3m5BJTMCzUTmUwGN2/eRKvVwpEjRzA0NIREIoFisYiRkRGMjY1haWkJ3//+94XpkBGk9PrO5JDFmPst+rEyu+l9NE1DsVhEu93G+vo6Njc3Re+K8fFx3LlzB41GAzMzMyLtJYNIXdeRz+dx7tw5xONx+P1+KIoi+sZwrLA9uNfrFeOS4JVAgikAnhubeHF8UmzJPhu9enXw88lAXe7Cq2macLrMZrOi3bfD4RBt7N1uN9bW1nDlyhVkMhlxDVVVFRqMaDSKWCwGr9eL48ePw2Qy4c0338TMzIxgSIyAgT/3EgkbKzn24xh+XMJ1bR2jGMLKp03Q768Fxo5hLimY+PMqTOUGigc8H+hYY99KozrqETbZDLWpIHqpCds3LwD4cJpN7SUeWyAB9KfPdwIUmqYhl8tBURS89dZbaLVaOHbsGCqVCpaWljAxMYHnnnsOb7/9NlZXVzE2NtbVgZHH4K4plUp1GfqQDZBTCrJVtNxl1GjRy2oNuuoxH006mcclqCAIYG096+7lahKW6TF1wSBTIYMcNuoqFosCRBw4cABnzpzB5uYmcrkcRkZGEIvFcPHiRVy8eFGo/WUA1WtC5u9G/4T9yEYA9+p5GHu5HqyiIQN18eJFnD59GkNDQ5ienhYpMVq/u91uISAkIFhaWsK3vvUtDA0N4bnnnkM8Hsfa2lrXWGWVBq3l6f3A0kyWlbKEmKwCU3PBYBDXr1/HmTNnhFsl3VfposnPSxM3Vl/wM5BpYXvycrmMTCaDSCQCi8WCarWKK1euYG5uToAGHo9punA4jOHhYZjNZoyPj6PRaODNN9/EnTt3kE6nuzxP+B30A3kyizQAD49HtBaXYVtawVThDLJH7ajEFNRDHzwRYKorUN68DA2A0/kEAjc66oX8QUCz3t93Xzzih9rUEbjRGe+FaaBt13HotzagzS895HqQxy8eSyBhLMFi7LYwEQzwefV6HefOnYPH48H4+Djm5uawsrKCgwcP4ujRo3j33XfRaDQwOjoqyjXlxZKeDdlsVlgO07ZazjeTJuaky52lDB7kcrpyuSzEYaVSCaurqwIgcIco+02wkoQmWHS5ZOqFnRmZbqFOg5QsQYqmaSiVSrh+/Trq9TqGh4dx+vRpofand8Hy8jIuXLggFicjUJO/p17f216/r49y7EXE10swaXx9o9FAPp/H7du3oSgKnnzySUxPT4tqi0QiIdpoy99NrVbDrVu3sLy8DJvNhpdeeglnz57F3Nyc6NpK1ouVQHLKjg2+qKFg8y1WA+m6jrfeegvBYBBjY2NYXl4WgFtVVSHslDuWrq6uCiArp0BoGKeqKtbX15FIJFAoFOByubC+vo6VlRWRzjBeR5vNhuHhYdjtdpw5cwZWqxXvvfce5ubmkEqlutIS8v3N48jXutd3MQATj0noOtQ3LiH0BhCbHMfcL4yi7dDRtuq9Lal3Cd9tBbG3MkKXoLx1BaG3Oj97Pnf2HmZht1j7hILoeQWh33obAFD7By/AlgX01XXoLJe3WKGYVGgSIP6oxGMJJOQb/n53c3LQ4//tt9/GF77wBeF0OT8/j4mJCTQaDVy7dg3Xr1/HyMgIhoeHu95LbgaWz+extLQk7K29Xi90XReaA9a/M4XBzoUOh0NUZBBo5HI5xGIx8XpZPFmtVuFwOLoMemT1uyy2ND7O96ZHBQBRrcHrcfPmTdRqNQSDQZw+fRrNZhMLCwvw+XwYHR1FLpfDuXPnhMreyEbI12e3xXInkeFHPeRrsFuKp9/umK9vNBrIZrOYmZkRlRFjY2Piu87lcl36Bb6OGoPXXnsNGxsb+PrXv46zZ8+iXq9jY2MDmUxGVBNxJ850AlMOIyMjyGQysFgsGBsbEyAhFArhn/7Tf4pms4kbN27g7bffxrPPPguv1yv8T0wmk2A9CHwILPh+BBnFYhH5fF74PNC1k86evIbyWLbZbIjH4zCZTDh58iSCwaBgLwgi5Gu/l/mjlyMpr+cgHo9oLSxh4n9cA0wm5L/yJPIHVdSD98dQONIatPdv9fybZvngPo3B2y041qrQKhUAgPLMKWyedcO1ocH5B+d2efWHLx5LINHvpu1Fpe8EODiBZDIZfOc738FnPvMZhEIhscuZnJxEoVDArVu3sLS0BF3vODhSNCY3TPJ4PHA4HKhWq8hkMqIrotw3g89XVRVer1ekQzhx1mo1pFKpLsMfl8uFXC4HAAiHw1AURZhJyQ2d5G6QchrGmGog/Us9BP/earUwPz8vOokeOXIEDocDc3NzUBQFExMTMJvNOHfunMhD97r+vX427rTlx/YjiADuzcPz/37Mg/E1xudUKhWkUilcvnwZqqpibGwMhUJB+JxkMhkA6GreJmt5Ll26hFwuh2effRaf+tSnMDIygpGREeEOKXuXEJyWSiXMzs6KSqJisYhgMIhwOIxkMinKUXO5HH7+538eBw8exI0bNwRwBrrvRdmBVR4nhUIBiUQCq6urwmtC7mwqM2uyFiQYDMLlcmFqagqjo6NYXl7GjRs3sLm5KfQdxvFonD/k6PW3/Tp+H/fQWy2g1YL3G++g/QvPox7c/TUMU02BqdEfeGyeNeN+24gbw/FH57t+VwtVxN5qQb8x+5FMczyWQKJf9KLSjY8bFzguyIlEAu+++y5efPFFIWSjWU0+n8fKygpWVlZQLpfh9/vh8/lEtYVsA0xzH05KxWJRLM6ywyVfI5tTlUoltFot0Z+DWgz6TNTrdeGCKTtvGvszsL03Uxg0CyLgkHPTbBS2vLwsSvkmJyfh9XqxuLgoQITH48F3v/tdUTZovM69aOB+jMQgdtb08HH5efLPvYAZPSY2NjZw4cIFmM1mTE1NibQA28sb22PzeM1mE3fu3MHy8jK+973vIRwO48yZMxgZGUE0GhUsGi26a7UaFEUR3UNpbZ3P5/Hee+/h2rVruHv3LkqlEorFIlwuF3w+H/x+v3Bhpf4HgADOsissAdD0MUO5AAAZiklEQVTq6ioWFxexsbEBXde7XDt5/vK41jRNAJrjx4/j0KFDSCaTOHfuHFZWVgQoMl7/XmPWeK3lsW78rgbx+IUpHEItrADQobSB0Pud7y59WhfCTO+MClt+ezyFXptDa2Pzh3qej7o1+o86HmsgsRf2YSfK0rjbm5ubg8vlwjPPPINKpSKMqc6cOYNSqSSa+dTrdeRyOQwNDQnPCDIUFDByoQcgyu44oVJYxklerqXn55K9IdxutwAbNI+itgLYbjdd2aLJZKdMLhqywJPsSKvVQiaTwfLystBpHDhwAIcOHRKAIR6PIxqN4sKFC6LbpFyqKl/HXimOnb6P/ax277UY7YWh6XXtZFDCPidXrlzB888/j4MHD+L69esibafrumiolc1mxc6e712tVrG8vIyVlRXcvn0boVAIR48exdTUFMLhMILBoEjDsXKpVCphZmYGd+/eFfoFAhdqHn7rt34LL7/8shA9UodBy2yCY5/PB13XMT8/L8oyM5kMisViF9PGz0ugzWqTer0u3DOPHj2KiYkJFItFXLx4Eevr6yiXy3tmE/oBvH6AYhCPX+jVGkb/LAkASD0bRvD3LgEAiuNPIXahAcdSHvrSWlfHzYddOaE2FJhqCsy1/VsmrDxuE72iKLpMf96v4LJXmkOeGOx2Oz7+8Y8jHo9jYWEBADA2NoZkMom33npLuPkRPPj9fuE2yZ2dMeT6eS7yLB01nisFaOymyNfJwITH5DnwGDLNy88q+1jIC1W5XMbq6qpoC202m3HixAlBS5fLZQQCARw4cACrq6v49re/3VXrL7/nwwAEW3T0vpiZFUXRZTty4/9GkGDUU8jR67qbzWaEw2EcO3YMTz31FHK5HK5evYrV1VWkUimYzWYMDw/DYrEgn88LR0imCozHp9eJ1+uFz+cTZmqVSgVzc3MilSC7SXJx13VdgGACVabJgA4TcefOHSSTSaiqKrqOlkolVCqVrnbexrHHUmWmMFgK63K58Pzzz+PYsWMwm8144403cP36daytrd1zPxivq9wDpcf31vN3HmeL5dkXY9irBPVnlc/+qE/jRxK1n/gY0ifMqMb2lt4IX1Lg/z/ffsRn9fDiVf3fv6fr+tmHecwPDSMhR6/JeLfX8HW1Wg0XLlzApz/9acTjcSSTSaTTaYRCIZw8eRLJZFJMWCaTCYVCAfl8Hh6PB+FwGE6nUyzYXNRldoELL9kHo7cDgQQ9/ycmJoRFNdkOAF16C75eXpx65drb7Tbq9bpoMS2f31NPPYWhoSGsra2hXC4LX4JyuYyLFy8KUCMfr9fP/YKUs6zd2M+MRL/P3S+VIb/O+LjxWK1WC7lcDnfu3EEoFMLExASOHj2KVquFarUqqnACgYDo2lkoFFAqlYT1tVGIWK1WUalUsLGxAeBeIyYZFDscDvh8PuE86XK5RMnorVu3cPduh8YlqObzAPRM18njRO7GS+ttAEgkEuK9T58+jcOHD6NYLOLOnTuYm5tDNpvd9boa368foJM/737X+uzHsP/JeQRNH0PK0plvHRs6Yt9Z7/+CfAn7l4voxGPNSAC9c8m90hz9Jt0ex4eqqgiFQvj85z+Per2OZDIpdnl2ux13797F3Nwc0um0EFRy8mNulkCBE6IRLFBTwYoKi8WCUqkkTHfy+XyXAt7r9QrGgToIAF0loPJn588EEJVKRVhbyx0/CSJisRiSySTq9TqcTicOHDgARVHwl3/5l4IS70Wl94p+TJH8WuP3tR8ZiX6AbydGQv5ffj5/lt4DLpcL8XgcTz/9NCYnJ7G5uYmrV68KTxBWTEQiEUQiEQBAOp0WTAB1CvL7yONYHnMEwAC6er8w/UBmQQYJvUy5+BjvD1lEDGyDZfbfYFrE6XQiHo/j2LFjOHLkCJxOJ9577z1cvXoVa2tr9zTiMrI7xu/COIcY55Jer9/aMOyLMbyfGYmPejwKRuKxBxKMvaY5ek0MPd4DqqpiamoKn/70p4Vegh0Q7XY7arUalpaWMDc3J1z7aJ4DQLQoZsUGJyq5Pp8TaqvVQjabFSkFoFOtoSiKKJOLRqNwOBzwer1dFsLG4GRNm+1yuSwEn/z8sqPl5OSkEKPxvEdGRqCqKl5//XVBXfO1xmvYK/pd235pJem898UkzDEs0+k7PBfAzkxEv501q4PGxsbwzDPPIBKJCG3D+++/j9nZWaTTaQEsY7EY7Ha7KLWkDTZBhfz9y3obo1ka0OmxMTw8LCqRaKJGINwLQAHocm6VPy9BC8XKbJ3Osupjx47hYx/7GMLhMHRdx9WrV3H9+nWsrq729DvhZ5DfvxeQ6Pd7rzTTAEgM4qMQ+wJIqKqqGyfXnVIZjH7Upfx3I+1uMpkwPT2NT33qU2g0GnC73aJ7oqZpcDgcKJfLYpdHwSR3bqqqwul0ihJQNg/KZDJC5CZXbVitVrhcLlgsFrhcLmFzDWx3ATWZTPB4PMK7ghPv1rXpavYltyPnYsUKDofDgenpadGEi2ZXY2NjqFQqeO2117C8vHxPhcZexsNegYQc+wlIqKqqA/1ZNEY/psEYRopdvs5msxnBYBBDQ0MYHh6Gz+fD5OSkSFnl83lkMhnRjdPpdEJRFGGARq8V6ic4ruWFl4uyyWSC1+tFIBCA3++H2+1GLpcT7qrlchnz8/MoFou8DgJY8L4hQGGJs653yjjdbjdqtZoQXvK+sNlsmJycxI//+I/D4/Egl8vh8uXLWFhYwMbGhniesbJJvm5y9GLejH/v9VpFUfYVkPBZovrH2p/6UZ/GIB5B7DsgYQzjjqPXbs74eXYCIAQTgUAAgUAAL7/8MlqtltjFud1uMVmSQuWOzGj0xEnT5XKJ8jWKKtlciD07Go0GzGazYA1YGiczDHLpKSdftgu32+1dWgpabtNAKxAI4Pjx4/D7/SJ3HIlEEAgEMD8/L7wiCCLkKg3jQrXXSdd4XY3P2W9Awrj492J4+rE+u11PI2BjB0yHw4FgMIjp6WkcOnQIFosFmUwGS0tLuHXrVpdJE0GB3W5HpVIRlUW1Wg0ul0uMaZqvsTcGhcjsxpnNZhEIBBAOh0W1Ry6XQzKZFE6s7LJrtVpFHxF2xrXb7cjlcqLTqNHNNRaL4ZVXXkEkEsHdu3dx8+ZNLC8vi3tUDiPjwGvXb2wbv59eIc81+0lsOQASH93YN0AC2LsfQS9w0WvC7hfypDI+Po5PfOITiMfjWF9fR61WE7XrrVYL6+vrWFxcFDoETlJkGBg2m03kepnCYH0/tQvc/QEQoEKe1HhenCxJWcsUMs2IFKXTzTEYDGJ4eBgTExNdzprxeByqquLdd9/F+++/L8yC5B2n/L/x552u4U7pjP2a2pDH8E5sWj92Yrd0R69rzrDZbAgEAhgdHcVTTz2FcDiMYrGIhYUFvPvuuygUCqLfCwDBshE0t1otOJ1OBINBwULY7XaR1rNYLHA4HOLeMJlMIrWQyWQQCoVET5dqtSrajOfzeTEmS6WSqNxoNBool8si/cIKI5fLhYMHD+L06dNwu91YWFjAlStXRCWSsfrCOOaM13s31mcvsZ/G8ABIfHRj3wGJnXYKjN0WvN2OYZyQPR4Pnn76aZw6dQoAUCgURCmnqqqo1+tIp9NYXl5GJpMRuznZLAfYZixkJkLTNLhcLiFyI+XL0k+yFbLFMG21mSaRJ1A2bIpGoxgeHsbo6KhoD14ulxEOhxGPx5FKpfDGG29gZWVFGFn1Al1GjcReYyfWgrGfJuF+qQ0+ZlzsdoudXtPrmtOvYWRkBEeOHEE8HofL5cLdu3dx7do15PN5YY1NNktRFMEg6LouwDD7zbjdbsGwsR25yWQSHXC3PneXIRZZC13XRbqC94vcYI4pP4738fFxnDlzBkNDQ2g2m7h69SpmZ2eRSCS6QHA/cLDbtZXnln7zRa/7Yz+N4QGQ+OjGAEigf655L5+jX/7ZeGy6Bn7605+G1+tFNpsVzpN0r6xUKtjc3MTc3Bzy+bzwgpA1EbIynQIz6h1khTtBBCdh2fVSdijkcdi+2e/3Y2pqCocOHQKwrchn+mN6ehq3bt3Cm2++KcyJerEP/X43Tqj9cvx7if00CXMMAzsLJ/l4L02Q8fXG18jRb1y73W6Ew2GMjIzgxIkTiEQiSCaTuHPnDhYXFwXDxdJNucmWXH4sl2NyDNtsNsFEyE6qrFahToJjnME0Go/LluIE8ceOHcPBgwcRj8dRqVTw/e9/H7Ozs6IVeK9rYGRteG/1in7gQX59PyA9SG0M4qMQ+wpIMPpRwQ8SO+VBeXxONIqiwO/34+Mf/ziOHj2KWq2GZrOJSqUijJuoh+Ak53K5RL8AGgBRxCbvkuSJbqfFWAYNXq8X0WgUZrMZoVAIbrcbDocDuq6LxkbUY/j9frTbbUEHsxV6v2toZCL2cm47Ra+JeL8CCWPs5ZreL5AwPk/+mezE0NAQDh06hPHxcbhcLqRSKVy6dAnz8/OC7VJVVTBmdK6UjyebPXEME2T0SsMYHVc5ljVNE8dWVRWBQACHDh3C8ePHEY1G0Wq1kM/ncfPmTZw/f16kY3qlKeTPLLM2xjHYSzNxvzEAEoP4KMS+BBKPKnZKncgTIlXjZ86cweTkJDRNQ7FYRDKZFLsxu92OVCoFr9cLr9eLZrOJcrksvB1yuZwQlHG3x8m41Wp1TbRs9GUymUSPg+HhYcRiMbhcLpRKJSiK0tUTweVyIRwOC8Gdoij40z/9UywsLAi2xBj9GIn7BRIy+NppLO1HIPGgoGwnxqEfc8Tn9XtPp9MJv9+P6elpTE1NYXp6GqVSCRcuXEA2m0WxWEQgEEAulxNVRzJgMKbAZCBB9oIlzwQXZNvk1IfVaoXFYoHdbhci5+npaUxPT0PXdaRSKczMzGB1dRUzMzMiFWL8/DtpoXab0/ayoej12ABIDOKjEPseSOy0WPX7226Ty26TCn+2Wq0YHx/HJz/5ScTjcWiahlqtJiyI7XY7yuWyEKSxPTI1EIqiiK6IxWIRmUwG+Xxe7LSodTh27Jigf2WDqnK5jGq1KtIbTqcTDocDgUBANPpKJBK4du0aVlZWhF1wv50Zf+71990o3t3+1iv2I5BgyLvg+wEJfKwXY9ZLI9DrO5F/ZxVGNBpFLBYTDADb17NHDN1PC4UCstmscMSsVquiaokpOjacA7Y7j8r+E9RUeL1ehMNhDA8PIxAIIBgMwu/3o1gsolKpYHl5WQiZyejRbbXX+DReTyPAMAIq47XqN+bl342vHwCJQXwUYt8CiYehiegHMnbaMRqpWkVR4HA4MDk5iaeffhpHjhwRFK2x42c6nRaMQb1eF7sys9ksOilSgEkviEKhcI87IAABGih84+/NZhPz8/O4ffs2VlZWUCwWuyZg+TP205v0AwS77aR7/X0nhmc/TcK9Sph7aSX2MoZ3Agf3e+/KOga6Yo6OjgojKzJaHGOKoqBSqQj7bFqvs+NnL7vtEydOwOFwiONQSBkIBMS4rVaroipqYWEBq6urwqyNJlS99CL8DPL9aARUxmsnf27jdeh3nY0sD99jP43hAZD46Ma+AhK9dha7xW7UZK/nGydqOR9s3PlwF0aGgimHdDqNWCwGv9+PeDyOSCQCj8cjyjo54TabTeH3UK/XhYU10xsHDhwAsN0EjO9HAVu73UahUEA6ncbq6ipu3LiBtbU1AWZ2mlTlMLIS8ufe6bm7MRXy97XfNRJGV8V+Y2wvcb85/b2wb0xFeDweYaTm9XpFOo3GU/yfbANZi3a7LSo/ms2mEBpHo1HBSLAkOpfLQVE6Lq5LS0vCIj6XywlGT9ZfkI3rdz8bAb6RldiJqenHDhnvg17szwBIDOKjEPsKSPSL+wEW8muA3qp4+e9yGClU+THD+YpJz2w2w+FwwOPxYHh4GPF4HGNjY/D7/WJSZdkce3XQvIoTFVMXMvBYXl7GrVu3sL6+jkKhgGKxKEpCjZPhTjtf+efdUhM7pTh2+1uv67rfgARwL6Nl/Lkf8Nvpe5EXRuP3KR93t5BfK3eZZUWG3W6Hx+OB2+0WXhBWq1X0nuHPNKqyWq2Ym5tDJpMR90G5XBYMXaFQwMbGhkjnkb3rBRJ2AsR8zk6shPx7LyAhH8vYPEwOeb4gS7hfxvAASHx0Y991/+wV9wMieoGG3WhQvq4X+OiVCpEnQy78xWIRa2truHTpkkhleL1eABAtkf1+v3CbzOfz+Mu//Es0m01hW6zrumAtqtUq6vV6z3bL/dIzvQCEvMuTP1u/a2e8Lr0WsH6pjJ3SJvshdrtOu6WUeh2v13EeNM3R77WapqFSqaBcLiOdTndVW9jt9q4SUIvFIjxSdF3H2tqaEA7LAIesnFwFwmPIi/5uY2avY9f43H5Adzc2bjdQM4hBDKITHzog0Sv6sRS7LXx7nSB22/X1WiQAiNRFvV5HJpMBACwtLQHYLu2kCRDr7uXPsxODwsd22lH1O0/jTmu3Cfp+wMBOO8X9FDsBh36AT/69H0CTn2M85k4MRy9A3Y+tkt9L13U0Gg3hRCn/3QgIZKDQ61g7sTE7fe5+sdv42iszY/y93303iEEMond8JIDEbjd8r/yn/DtjLztp4wTTq1Wy8fnAtuZCFpKxg6fxXHcDO/0WpV6fuR9bsdO57vRZdgJQ/Z6/Xyflna65kVbf6xg2HqtXOmsv59RrEe4Hto3dePlaGTAbj79TuqsfYOn1GeTNQK/j9Yqd3m83xsf4mv0MhgcxiL3GYwkkHvXCs9viK/9s3CkZJykuBnKeWRaO7ZQa6DWp9gM38nnvlJ4x7lD7nXev4/XbnRrBjXGi7ceayK/fr9GPrTIuUDsxR8botdj2G7u7jcGdjmkcq72e1+vc+gH2fqB4p2PJr7+f5+x2nr0YHONjAxAxiEHsLR5LIPFBohd92m+S6bfI9ppg+x2Hz98txdDr8Z1290ZQIj/PCESMC/tO0W+R6kct72US3+399uNkvBOrtVuawficfmmLveycdxq/O30397sw73RP9Rprvc5vt/fe6XX9wM5ewNhO985+Hb+DGMT9hLr7U3748UFv3H6T6l7o/V7Ra8HdiYrd6Rj9mAEjIDEu7HtZ0PdyLvdzbY00+E4TLT9DP1ZlP4Z83Xba3fYCEf0Wur0cr9f7y8fpd9x+rze+1sh6yY8Zj7vbucnH7Mdc9Prcvc653/vtBFJ6vUevc9yvY3gQg9hLPJaMxE67ufvJB8uv6Tc5y3/fS/52r5Sp/Pp+n6nfzsn4+l6Mw07phF7v349x6LWz6/XaXs/p9fdBSqMTcoXM/YyDnR7r97f7uc4cw73Gw14W4t1+3ssxej2+F5C/l8+50/vsFQz0Gt/7eSwPYhC7xWPJSBjFXcbot5Ppd8PvlZbtt3PZ6w57L2Cl1/mQiei3E9vLexkf63WOvT5Tr//7gTUj67ATcOn1nvspjIZUxt39XlgKPlcOI+DcbYF+0L8bn2d8zU6MwG73wE7v/SDjxTh2+zFj8vN3+rsx9iWIUFWodvuP+iwG8SGJxxJIyHE/VPmjuuF7LbJ8v90o0X7nZvwM/cBTv/x4PwZjpwlytwVst1yyfIzdnrfbcT/KcT+L1F6OsRdq/n6et1v0Aj793qcfeL6fXf0HOddexzWe0073xV7fe7+NYSgAdtnQDWIQjMd+pPTb1ff6uzH6Lfr3+957oYCNE9VeBF79dm7y70amQqamd3qvXsfqt1u7nzRSv8f2QtcPYu/XZbfvtFfa5IfJCO3EOvR67k6s1W6xl2vRb7OxU3rwfmIwngcxiP7x2AMJYG80ba+Jlb9/kImj3+JvTKnIz93rrnEvsRsb04tl6LUj20vsxljcL4jb77nl3Vif3cbJXij6R83CyT/vBn57pRj6PfeHEf1YlX3HLgxiEI84Hkux5W6x0yJ3P4vdwwhZtCZP7HtlCXY67l7f03g84wTejy2QX7vbjq4fWDM+Lp+bruu7GnZ9lGO373C3x3ulr3Z7/geN+2G69gJk5PEgn2O/+8Q4nnZLw+00duVj9jsfY7DhWK/zabVaO37WQQzicYhdtS3Vnf/8IPGhAxL9Jq/dJjXj3+/3+ca/7eU1vSZF+fHdGBZ5su23+9vLORmPaTy22WwWz9ntM+103myV3iv22ulyP0S/3X6/tMBedtC7jdWHBTJ6pdV2W+iN79+PZemVQuw3/oz3FsdwrzACmZ3Ay2AMD+JHEYrNBnWrH9MHClWB4nQAO80Zsx/8bYzxoQIS/RbWfhPtTpNnr4W5H23bi+XoNUHLHhD9ztuo5pff2zhRy7t54+S904R3PzGgeR9t9Fpo+zFYOy14O43PnWInANprod4NuHAM91vgd2IDjGE2mx/K+BuM4UHcVygKVIfjoRxKDfgBy0NYRhVl58X/MY8PFZDot7u6nzRBvx1UL2DCx9jam4/tljrY6W+7lbYO4qMT/VJPjH5g9lHoC0wm00MBn0YwPIhB/LBCdbmguF0f+DiKqgKOQWnrwwzlcctfK4qSBLD4oz6PQTz0mNB1PfKjPokfRgzG8Ec2BmN4EB+FeOjj+LEDEoMYxCAGMYhBDOLDEwOOchCDGMQgBjGIQTxwDIDEIAYxiEEMYhCDeOAYAIlBDGIQgxjEIAbxwDEAEoMYxCAGMYhBDOKBYwAkBjGIQQxiEIMYxAPHAEgMYhCDGMQgBjGIB44BkBjEIAYxiEEMYhAPHAMgMYhBDGIQgxjEIB44BkBiEIMYxCAGMYhBPHD8/wF/3U2xa+8H/wAAAABJRU5ErkJggg==\n" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# prepare and format the plot\n", "fig, axs = plt.subplots(4, 3, figsize=(9, 12))\n", "axs[0, 0].set_title('T1-weighted')\n", "axs[0, 1].set_title('T2-weighted')\n", "axs[0, 2].set_title('Label')\n", "axs[0, 0].set_ylabel('None')\n", "axs[1, 0].set_ylabel('pymia')\n", "axs[2, 0].set_ylabel('batchgenerators')\n", "axs[3, 0].set_ylabel('TorchIO')\n", "plt.setp(axs, xticks=[], yticks=[])\n", "\n", "axs[0, 0].imshow(sample[defs.KEY_IMAGES][0], cmap='gray')\n", "axs[0, 1].imshow(sample[defs.KEY_IMAGES][1], cmap='gray')\n", "axs[0, 2].imshow(sample[defs.KEY_LABELS], cmap='viridis')\n", "axs[1, 0].imshow(sample_pymia[defs.KEY_IMAGES][0], cmap='gray')\n", "axs[1, 1].imshow(sample_pymia[defs.KEY_IMAGES][1], cmap='gray')\n", "axs[1, 2].imshow(sample_pymia[defs.KEY_LABELS], cmap='viridis')\n", "axs[2, 0].imshow(sample_batchgenerators[defs.KEY_IMAGES][0], cmap='gray')\n", "axs[2, 1].imshow(sample_batchgenerators[defs.KEY_IMAGES][1], cmap='gray')\n", "axs[2, 2].imshow(sample_batchgenerators[defs.KEY_LABELS], cmap='viridis')\n", "axs[3, 0].imshow(sample_torchio[defs.KEY_IMAGES][0], cmap='gray')\n", "axs[3, 1].imshow(sample_torchio[defs.KEY_IMAGES][1], cmap='gray')\n", "axs[3, 2].imshow(sample_torchio[defs.KEY_LABELS], cmap='viridis')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Visually, we can clearly see the difference between the non-transformed and transformed images using different transformations and Python packages." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.5" } }, "nbformat": 4, "nbformat_minor": 1 }