{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# 48 Georeferencing Rasters using Rasterio in GemGIS\n",
"\n",
"Rasters with no spatial reference can be georeferenced so that they are located properly in space. This can be done using rasterio.\n",
"\n",
"\n",
"\n",
"Source: Powell, D. (1995): Interpretation geologischer Strukturen durch Karten - Eine praktische Anleitung mit Aufgaben und Lösungen, page 15, figure 10 A, Springer Verlag Berlin, Heidelberg, New York, ISBN: 978-3-540-58607-4."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Set File Paths and download Tutorial Data\n",
"\n",
"If you downloaded the latest `GemGIS` version from the Github repository, append the path so that the package can be imported successfully. Otherwise, it is recommended to install `GemGIS` via `pip install gemgis` and import `GemGIS` using `import gemgis as gg`. In addition, the file path to the folder where the data is being stored is set. The tutorial data is downloaded using Pooch (https://www.fatiando.org/pooch/latest/index.html) and stored in the specified folder. Use `pip install pooch` if Pooch is not installed on your system yet."
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"ExecuteTime": {
"end_time": "2021-03-17T12:14:42.124072Z",
"start_time": "2021-03-17T12:14:39.991494Z"
}
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"WARNING (theano.configdefaults): g++ not available, if using conda: `conda install m2w64-toolchain`\n",
"C:\\Users\\ale93371\\Anaconda3\\envs\\test_gempy\\lib\\site-packages\\theano\\configdefaults.py:560: UserWarning: DeprecationWarning: there is no c++ compiler.This is deprecated and with Theano 0.11 a c++ compiler will be mandatory\n",
" warnings.warn(\"DeprecationWarning: there is no c++ compiler.\"\n",
"WARNING (theano.configdefaults): g++ not detected ! Theano will be unable to execute optimized C-implementations (for both CPU and GPU) and will default to Python implementations. Performance will be severely degraded. To remove this warning, set Theano flags cxx to an empty string.\n",
"WARNING (theano.tensor.blas): Using NumPy C-API based implementation for BLAS functions.\n"
]
}
],
"source": [
"import gemgis as gg\n",
"\n",
"file_path ='data/48_georeferencing_rasters_using_rasterio/'"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"ExecuteTime": {
"end_time": "2021-03-17T12:14:42.531512Z",
"start_time": "2021-03-17T12:14:42.156082Z"
}
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"Downloading file '48_georeferencing_rasters_using_rasterio.zip' from 'https://rwth-aachen.sciebo.de/s/AfXRsZywYDbUF34/download?path=%2F48_georeferencing_rasters_using_rasterio.zip' to 'C:\\Users\\ale93371\\Documents\\gemgis\\docs\\getting_started\\tutorial\\data\\48_georeferencing_rasters_using_rasterio'.\n"
]
}
],
"source": [
"gg.download_gemgis_data.download_tutorial_data(filename=\"48_georeferencing_rasters_using_rasterio.zip\", dirpath=file_path)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Loading Data\n",
"\n",
"In order to demonstrate the capabilities of rasterio in georeferencing rasters, we are using the the raster used in the first tutorials. "
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"ExecuteTime": {
"end_time": "2021-01-16T12:42:35.725247Z",
"start_time": "2021-01-16T12:42:32.750610Z"
}
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"WARNING (theano.configdefaults): g++ not available, if using conda: `conda install m2w64-toolchain`\n",
"C:\\Users\\ale93371\\Anaconda3\\envs\\test_gempy\\lib\\site-packages\\theano\\configdefaults.py:560: UserWarning: DeprecationWarning: there is no c++ compiler.This is deprecated and with Theano 0.11 a c++ compiler will be mandatory\n",
" warnings.warn(\"DeprecationWarning: there is no c++ compiler.\"\n",
"WARNING (theano.configdefaults): g++ not detected ! Theano will be unable to execute optimized C-implementations (for both CPU and GPU) and will default to Python implementations. Performance will be severely degraded. To remove this warning, set Theano flags cxx to an empty string.\n",
"WARNING (theano.tensor.blas): Using NumPy C-API based implementation for BLAS functions.\n"
]
},
{
"data": {
"text/plain": [
""
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import rasterio\n",
"import matplotlib.pyplot as plt\n",
"\n",
"raster = rasterio.open(file_path + 'task1.tif')\n",
"raster"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"ExecuteTime": {
"end_time": "2021-01-16T12:42:35.740399Z",
"start_time": "2021-01-16T12:42:35.727231Z"
}
},
"outputs": [
{
"data": {
"text/plain": [
"array([[217, 229, 227, ..., 227, 233, 204],\n",
" [245, 254, 254, ..., 254, 254, 246],\n",
" [244, 254, 254, ..., 254, 254, 240],\n",
" ...,\n",
" [244, 254, 254, ..., 254, 254, 230],\n",
" [245, 254, 254, ..., 254, 254, 246],\n",
" [244, 254, 254, ..., 254, 254, 246]], dtype=uint8)"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"raster.read(1)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The origin of the raster is located at 0,0. "
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"ExecuteTime": {
"end_time": "2021-01-16T12:42:35.959621Z",
"start_time": "2021-01-16T12:42:35.741401Z"
}
},
"outputs": [
{
"data": {
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LFy7k4cOHBAQE0K5dO+RyOT4+PsyYMYMxY8bwxRdf5MldclZJSkqib9++BAcHc/fuXWcPJ0+Qnp7O48ePkUqleXOnYrfb2bJlC926dcNsNov/7wjonjp1irlz5zJz5kxu3LgBwLp16zh69Cg7d+5k7969XLx4kfXr1wN/r4i///57Zs+ezenTp8mfPz/jxo3Lgdv7/+j1enbs2MGOHTtISUnJ0Ws9C7PZzLhx4+jZsydXr17N9etnlMaNG9OjRw8xGHz8+HEMBoOrej6P4nBzSCQSjh49isFgIDo6mnfeeYd27drx/fff07FjR+Lj45kyZYpThFVzEkEQ8PLywsPDI0M1Om8KsbGxfPXVVwwePDhvZn8tWrSI1atX8/XXX4v/p9PpOHToEMHBwSiVSipXrkzz5s3F3cqOHTvo3Lkzfn5++Pr60qtXLzZt2gTArl27aNSoEVWqVEGlUolB7Pj4+By4xb8RBIGRI0dy8uRJ/ve//+V6hojdbic8PJyQkJA8+2KrVCqqVKlCwYIFiYmJ4dGjR8jlclQq1X9yhftfwRG0j4mJ4ccff8RgMODu7k6NGjUoWrQoERERDBgwgB07dvzn4g0ajYbVq1eza9euV2o091/HYrFw9uxZDh8+nOs1OxkyKm3btmXHjh1UqlRJ/L8HDx4gk8meyHUvVqwYt2/fBuDevXuULFnyic/u3LmD3W5/6jNvb2/c3d25d+9elm/oZQQFBTFt2jSKFSuW49f6J3K5nB9//JF9+/ZRuXLlXLmmIAivtPWtUaPGE0HeuXPncuPGDTQajWuXkodx1K5IJBJu3brF3bt3iY6Opnv37oSEhNC8eXO2b9/+nysIFASBChUqUKlSJYoXL+5a+PwDhUJBvXr1qFq1at4UlHQUw/2T9PT0p/q+/1MmQq/XP/G5Wq3GZrNhMpme+szxeWZW8BmdNO12O9OmTWP9+vWo1Wo+/PDDXP0ROoypu7s7//vf/3Ilze9Vg3SOwkaj0YjVasVsNmOxWFx5/68BDumc69evs3TpUiwWCzKZjG+++YY2bdo89b79F1CpVIwdO5YCBQrkaQ+AMyhUqBDr1q3jp59+en1SitVq9VM+TIPBIN6ASqXCaDSKn+n1emQyGUql8pkaRXq9PlM3/yoTZ1JSEtOnTychIYFBgwbl6nbZYrEwe/ZsYmJi6NSpE76+vrly3Yz+fby8vGjbti0ymYzk5GS2bdvGrVu3kMvlrl3Ka4AgCMjlcux2O6GhoWzbto3ExETc3d3p378/hQsXfuLY/wparRaTycTo0aNJTEx09nDyDIIgoNFonJJck+migyJFimCxWHj8+DEBAQEAhIWFiW6tEiVKEBYWRpUqVcTPihcv/sRnDhISEkhOTqZEiRKZvpGMEhERwaRJk/Dy8iI5OTnHr/dPkpKSWLhwITVr1sxyt77sxs/Pj44dOyKXy8UJCl7dhebCOfxTFFIqlYrP0Waz4eHhQb9+/RgyZMh/quDRZDKxaNEiChcu7Mr6+hdms5nU1FSnvLuZNipubm40atSIWbNmMXHiRG7fvs3u3btZsmQJAJ988gnLly+nTp06yGQyFi9eTMuWLQFo3rw5X3zxBW3btqVSpUrMnj2bBg0a5Eqlu9ls5uTJkzx69CjXs0VMJhMLFy4kf/78eWpV5VjVCIJAWloaN27coF69epw8eZKwsDBsNht2u91lXPIwVqsVg8FAtWrVmDFjBvnz5+fUqVMULFiQ6tWr89FHHzFz5kzS0tJea42vf2K1Wtm1axcmkwmTyeTs4eQpoqKiGDBgABaLJdfdglmK4EyYMAGLxcK7775LcHAwgwcPFncmHTp04P333+fTTz/l448/pnr16nTt2hX4W6dnwoQJjBw5krp16xITE8OUKVOyfjcZQCqVUqFCBQICApxSyCcIgpitk1fQarXMmjULjUaD2Wxmz549nDx5kiJFiiCVSjGbzS6Dkodx1Bf5+fmxePFiKlasyLFjxxgyZAgnTpzg1q1beHt7M3Xq1P9UbMXf358FCxbkWekjZ2IymdixYwd79uzJ9QSNV9qpvPXWW5w5c0b8t5eXF3PmzHnmsVKplO+++07s0/FvPvroIz766KNXuXy24O7uzogRI1AqlXzwwQc5XnT5bwIDA9mxYwdXrlxhwIABOZpGnREEQaB8+fKUKVMGi8XC1atXSUhIQKPREBwczKlTpwgNDUWtVruq6fMgdrsdm82G1WpFJpMhkUjYt28fEyZMICoqisWLF1OlShVKlixJ5cqVKVq0qFhL9joTGBgoGpQ9e/Y4ezh5EplMRsmSJTGZTLmSWevgjZwlFAoFRYoU4b333sv1ILQgCPj6+tK6dWundqJ0oFQqmThxIr6+vuj1eq5evcq2bdvw8PDA3d0drVaL3W7/z7hM/kvY7XbMZjPJycnodDoiIiL48MMP6d+/P3q9HrVaTXx8PKGhody8eZMiRYqwfPlySpcuDby+AXtBEOjcuTNNmzYlKiqKBw8eOHtIeZLixYuzdetWpk2b9pRmn0MLMSd444yKzWYTq3CHDRuW6+l2CQkJbN26FblcTt++fWnWrJnTXm5BEPjwww8pXbo0drudkJAQLl26hE6n48KFC2zdupWHDx86RerBxYux2+0YjUYSExN555136Nu3L97e3hgMBhQKBV5eXnh7e2M2m5kzZw4GgwGZTEbt2rVZvnw5FStWfK0XCgqFArvdzoIFCzh79qyzh5MnKVSoEIULF6Z8+fK89dZbT3zm2OHmBG+cUdHpdGzevBmdTueUiTI1NZWff/6Z9PR0AgMDnxD+y23kcjnt2rUjMDCQ+Ph4UlNT2bRpE1arlc2bN9O3b19x2/xfq8R+3bFaraSkpNCwYUOmTp3KsGHDxBiYUqlEKpWiUChQqVTI5XLc3d2JjIwkKSmJWrVq8e677zr7FjKNQ6D1xx9/5OTJk67f5nO4efMmv//+O8WLF6dly5a55hV543TMTSYTP/74I48ePUKn0zmlYOrBgwcMHToUjUbDhQsXnPZStG/fnoYNGyIIAnfu3GH16tWYTCbc3NywWq0MGDCAcuXKMWLECHQ6nasvfR7BEZi32Wy89dZbBAYGsmTJEm7duoVCoRCfkUQiQaPRkJqayoQJE/D29mbQoEG4ubkhCAJSqfS1rLKXSqWcOXOG48ePuwzKC3j06BGbN2+mcePGudqy4o0zKgBGo5FDhw6JFeO5TWJiImvXrsXPz89pqcUOiQt/f3+sVitKpZITJ04AfxeupqenU7NmTWrVqkVQUBBXrlxxBevzEEajkRYtWtCpUycMBgMnT55Ep9M9VdCrVCoxmUxs27aNevXqkZycjJeXF9999x3nz5/nzz//dNIdZA65XM6XX35J2bJlGTZsmLOHk+c5ePAgHTp04OrVq7lmgN/IGSIwMJDffvuNrVu3Ur58eae4n+rXr8+JEyf44Ycf8PPzy/Xre3t74+fnh81m48GDB0RGRiKVSsXGTwqFgmHDhhEXF8fcuXPx8PB4QqH6dcGRZPA6xw/+jeNeHDvKmTNncuLECdzd3Z9KPJFIJGi1Wtzd3blw4QIrV67Ebrfj6+tLrVq1Xju9rIoVKzJp0iQx2cDFi4mJiWH37t1IJJJcm2feSKMik8koUKAAderUYcKECU7pZujh4YG/vz8dO3akU6dOuX79Vq1a8dlnn2E2m7FarUybNk1MJXb45aOjo7lw4QIPHjwQ3SR5fXJ2GBCLxYJOpyM+Pp7o6GgSExPR6/ViIefriiPAqlQq2blzJw0aNGD58uVi/ORZCySpVIq7uztWq5WIiAhCQ0OxWCyMGzeObt26vTaGRSKRULJkSdzd3Z09lNeKmjVrsnXrVr744otcud4baVRSUlLEjJHAwEB8fHxyfQx3797l+vXrSCQSChcujFqtztXrS6VSZDIZUVFRHD9+nKioKJRKJXK5HIlEgkKhEAUJv/jiCxISEvL0ZGyz2TCbzaSnp5OcnExcXBxxcXGULFmSDh06IJVKiY2NJS4ujpSUFPR6PVarNU/f07+xWq3o9XqSkpJEuRWLxYKbmxtqtfq5O26H7I5Wq+XAgQMcO3YMs9mMVqtl2LBhr41kvFQqpWDBgqSmpnLy5MnX6tk5C0EQeP/99ylVqlSuxc/eSKMSFxfH5MmTMRgMBAQEUKFChVwfw5UrV1i6dCk2m43q1avnajfIoKAg2rVrh0QiQaVS8csvv/Dw4cMnYiYSiURs1BUcHEzPnj0xmUx5KrDr2JGkp6eTmJhIbGysqCPn6+tL//79GTZsGEOHDmXYsGH06NED+LtjqeP49PT0PHVPz8Nms5Geno7RaKRv37589dVXWK1WMbvL8byehyAIYqLFxYsX+euvv4iMjMTDw4POnTu/FkrUZrOZ7du3M3z4cObNm+cK0mcQqVSKRCKhTZs2lCpVKsev90YG6uHvdLtRo0aRlpbG9evXc+26jr7RdrudQ4cOMXLkSO7fv59rlfWCIFClShXq169PWloaKSkpeHh4oFAoUCqVT0xMNpsNrVbL119/TVRUFGvXrsVoNDq9buWfxsRgMGCxWFCpVHTv3p1y5cqh1+vx8/OjUaNGaDQaLBYLPXr0IDIykkqVKmGxWNBoNPzyyy+cOHECtVqNm5ubWJGe13DUpOj1eoYOHUqfPn24f/8+P//88yut1mUyGe7u7uzfvx+DwcCAAQNo2LAh7du3Z8mSJSQkJOTgXWQdQRBISEhg1apVLoOSQex2O3v27KFFixZUrVqVKlWqiD2vcoo31qg45N3T0tKcloF169YtZs+ejbe3N97e3phMphzPRgsKCmLs2LEoFAqSk5NZunQpJ0+eRKVSPVNdwCEBYrFY0Gq16HS6F7pachqHcGJqaqpY8d+4cWM6depEQEAAJUuWRCKRiPETQRDEQjlfX1/at28v/rtKlSqMGTOGy5cvExcXh1qtRqvVigq/eQWHUfH29qZx48bEx8czduzYVxb5dAiHGgwG/vzzTxITE3n06BHFihXj+++/Z9SoUaSmpubgnWQeQRCoWrUqQ4YM4dtvvyUmJsbZQ3ptuHz5Mp06daJChQpihmdO8sYalYoVK/LLL79w+fJlvvvuOx49epQr1/33ylKlUjF9+nQaNmxIv379OHDgQI76ij09PSlevDg2mw2pVEp8fDxJSUn4+vo+NUFJJBJsNhuxsbGULl2aMWPGMGDAgBwb24twSJKkpKSQnp5O7dq1mTZtGmq1GpVKRVBQEBaLhcTERCIjI5k4cSKxsbFP/C2lUik2m40mTZrQtWtXFAoFU6dOJSkpiXHjxnH79m2io6PRaDRoNJrnBr5zG4dRHz9+PEFBQQQHB3Pw4EG8vLxeWWbI4QZLTExkxowZzJs3j8DAQNE1OH78eKfr0T0LHx8fFi5cSKFChZySWPO6c+fOHUwmE4UKFUKn0+WoQvsb+3R0Oh3p6el8/PHHREREMHjwYKdsqTUaDZUqVaJYsWJ8++23nD9/PsdeaolEgtlsxm63o9PpCA0NxWAwIJfLn/KpC4KAUqkkNTWVb775hh9++EFstJabOFyF6enppKamUrBgQSpWrEjv3r0pX748SqWSx48fEx4ezg8//MDBgwcxGo3ExMQ81zhfvHiRVatW0a9fP5o1a4aPjw+rV6/m2LFjrF27lkuXLhEbG4tWq0Wr1T7lFsxNbDabuHtNTU3lwYMHXLt2TWzA9KrjcjxXlUrFgwcPuHPnDvny5aNw4cL07NmTO3fuMG/evJy4lUwjkUho2rQpRYoU4datW080/3ORMeRyOXPnzqVatWp8/PHHhISE5Ni18p4DOZe4c+cOU6ZMwWaz4ePj47RJIyUlhX379pGenk61atXw8PDIsWspFAqaNGmCRCLBZDJx+PBhdu7ciVqtfqaxcLSovXXrFs2bN2f8+PFi35XcwBE7SUpKIjExkeLFi7No0SJ+/vlnAgMDuXbtGkuWLKFBgwbUr1+fVatWER4eTnR09At3e3q9nnv37jFy5EiaNGnCxYsXefjwIbVr12bt2rWMGDGC1q1bA39rtaWkpOR6MN9x76mpqSQnJ2OxWBgzZgytWrUiISEBNze3TIuhSiQS3N3dMRqNjB07lv379/Pw4UNkMlme3AWo1Wq+/fZblEolw4cPz/Oxn7yIzWYjJCQEuVzOhx9+mKPZpm+sUbHZbFy7do3bt2+jVCqdFqC1WCzMmTNHDJ7l5ITt5eVFcHAwCoWC06dPExISgt1uf26MxJGK6ubm9kRb4dxI5bTZbBgMBhISEvDw8GDkyJGMHDmSatWqcePGDfbv30/btm0ZPHiwqGn1qvEovV5PREQEPXr0oEePHhw5coQHDx7w5ZdfMnPmTIYOHUr79u3R6/XixJ4bOFx9SUlJeHt7M2rUKBo1aoTFYkEqlT53EfAqOIL2Dx8+ZOPGjaKrr1WrVnmusNBkMrFx40aWL1/O3bt3XanEmcBisfDDDz+QlJRE//79czTbNO8tS3KRkJAQevbsSYECBZyaVpqWlsbs2bPx8fHJMdeXXC7n22+/xdvbm7i4OB4+fMjevXtxc3N7afGbIAhYLBYxSO6IY+RE2wCbzYbRaMRgMJCeno6vry+TJk0S2xTs2rWLyZMnc+fOnWybXMxmM6GhoXz99dfUqVOHRYsWUbRoUfr168fdu3eJj4/n4MGDYmvenA7k22w20tLS8Pb2Zs6cObz77rsoFAoOHz6MQqHIlr+7IAioVCpUKhXe3t4IgsDdu3epUqUKy5cvp2PHjoSHh2fD3WQdqVTKTz/9hMVicRmULJCamsrSpUvp3bt3ji6i39idioMLFy5w/PjxXC8+/CdWq5XffvuNzZs351j2Tf78+WnWrBkajYbr16+zdu1aZDIZGo3mpT8wvV5PtWrV2L17N127diU1NZW0tLRsjUE53D2OwkSlUkmBAgWYPXs2b7/9Nnfu3GHIkCGMHDmS27dv58jkYrPZOHXqFJ07d2b48OHEx8dTpEgRxo0bR79+/bBarcTHx6PT6XJ0EeIQ9VyxYgX16tXjjz/+YOXKlRl6Vq+Co9L+ypUr9O3bl7Vr12I2m6lSpQoVKlTIE+nVUqmUESNG0LJlS5dBySImk4kFCxbQr1+/HM2ec/6vxsl4enoydepUMfvFGWg0GpYsWcK+ffuoXbt2tr/MUqmUUaNGUbx4ce7fv090dDRXr15FrVZnaJdis9lQq9WUKFGCYcOG8eWXX2K1WrOtL7gjZdbhYurXrx9Hjhxh0aJFFCxYkJiYGAYOHMiaNWt4/PhxtlzzRVy6dImFCxcSHBxMYmIihQsXpl+/fnTr1g0/Pz9SUlJITEzEYDBk+0Rnt9vFLo7+/v5cvnyZvn37cv/+fVQqVbb+Nhy7FYPBwL59+0hKSuLhw4fY7XYmTpzoFE26f+Pl5cW7775LYGCgs4fyn8BgMHD48GG8vLxybLf9xhuVL774gs6dO1O5cmW8vb2dMgZBEPD09KRcuXLMnTsXT0/PbD1/0aJFqVmzJhqNhtjYWKZMmYLZbM6w6rBDwXjUqFHYbDbGjRtHgwYN0Ov1WZpUHbGDtLQ0UQamd+/eoqyKv78/Y8eOpW3btly4cCFXV6o2m409e/bw3nvvMWzYMNLT0+nduzcHDhzgs88+o1SpUmJqZnbt2Bx/j/T0dKKiovj444/p0KEDsbGxeHh45EgQXSKRiDIv69at48SJE9jtdgIDA6ldu3aud0b9N926daNatWp5tn7mdUOhUNCpUyd27tzJW2+9lSOG5Y03Km5ubiiVStq3b++0xkU6nY6pU6eSkpJC0aJF+eijj7LtZRYEgZ49e1K1alV0Oh0qlYqUlJRnphE/D4VCgVwuZ8OGDUyYMIG//vpLNAKZnehtNht6vZ64uDjS0tL46KOP6Nu3L507dxZXyo0aNeLw4cM8evTIKa4Pq9XKgwcP+Pnnn5kxYwbJyclotVpmz57N4sWLUSgUJCQkiIWWWcFhUBITE3nrrbf49NNPSU1NJT09HQ8PjxxLaxYEQQza63Q6bt68SUhICO7u7owZM8bp4o2enp6iDI2LrBMYGMi4ceOoVq0a48ePzxF5njf+SV24cIGwsDAkEonT9I/sdjsXL14kNTUVlUpFsWLFsm0CqVq1Kk2aNEEqlXLv3j127dqFwWB4Jf+8o9mTVqtl1apVtGnThnPnzok1FK864VutVlJTU0lKSuKTTz5h9OjRjBo1ioEDB2I0Gpk+fTrr1q0jISEhT8hxWCwWVq1axQcffMCCBQvEHUO/fv1o2rQpSUlJpKamZinOYrVaSUpK4v3332fBggVMnz6dwoULi8KfOZkY4KhdUSqVrFq1ioiICLEm6Pvvv6dly5ZOS7k/e/Ysa9eu5cqVK065/n+NpKQkDh8+jMViyTF16jc6+wvg999/56uvvqJ+/fqcO3fOaeNIS0tj8eLFNG7cmPnz52db+mr9+vWpWLEi8PeOY+PGjaSlpeHv7/9KE4VDfFKv19OlSxfKli3LzJkzSUhIEFeTGcFqtZKWlkZaWhpt2rTh22+/pUyZMkRFRbFq1SrOnDnD5s2b84Qx+ScOQzhr1izi4+OpXr06/fv3JyoqCplMxq5du7DZbKKG2Kv8bR2dHC0WC02aNMHf35+lS5eKytG5MaE73GBJSUns2LGDwMBA3nrrLb755hvy5cvHrl27cnW36DB0v/32G3v27Mlzv4fXlcTERAYMGIDJZEKpVObINd54o+Lod3306FGnjsNkMjFv3jwOHDiQbS/QPwUSo6Oj0ev1YoV4ZuQ9JBIJEomExo0b8/7771O4cGH69u1Leno67u7uL935OHqc6HQ6WrZsSXBwMP7+/ixatIiLFy+yc+fOHJWPyA4MBgOLFi2iWLFipKWl0alTJwYPHgzA4cOHSUxMxM3N7ZWC6na7Hb1eT9u2bfnoo49YsmQJkydPBv4OVOcGjklcJpNx8OBBOnfuTGRkJIUKFcJut6NUKnO19XblypWZPXs2+/fvZ+bMma7Mr2wkISGBIUOGUKBAgRxpvPfGu78c+Pv7U6xYMadWFOv1enx8fFiwYAEFCxbM8vnq16/PgAEDsNvtGAwG5s6dy507d8RGXK+Kw/8+fvx4rly5QoMGDfjpp5/EjKXn4ViJJyUlodPpaNGiBYMHD8bf358NGzYwdepUNm3alOcNyj8JCwtj/PjxrF27Fh8fH4YPH87evXupXLkyycnJYr+Wl+H421ksFgIDA1Gr1Vy4cEFMK85Nt5NUKsXNzQ29Xs+cOXNITEzEarXSsmVLOnTokGvjAAgICKB27dqUKVMmT+iv/ddITEzk8ePHObJocRkV/nYLzZgxgyNHjvDZZ585tbeEu7s7zZs3Z9iwYVkOTnp4eJA/f37i4uK4e/cut27dEvvRZwaHyu2NGzfo0aMHFy5cEKX8nxdbcQTkExMTKVasGM2bN2fcuHF4e3vzyy+/MHnyZJKSkrJ0n87CIUTZsmVLbt26RYECBZg+fTp16tQhISGBpKQkTCbTc1fZDtWA5ORk7HY7q1evpkmTJhw/fhwvLy+nqCU7Yis3b94kOjqaR48eoVAoqFOnTrZnJb4IhUKBIAg5Klv0puL4PXbq1ImFCxcSEBCQred3GZX/IyAggKCgICZMmJAtu4TMYrfbkclkvPXWW5QtWzbT5/H09KRmzZpiAsLy5cu5ePFipncp8P9lW7y8vIiMjKR9+/Z06dKF1NRUdDodRqPxiQnUZrOh0+lISkrinXfeYdmyZYwYMYKrV6+yefNmJk2a9NqniiYlJXH9+nUGDBjA6dOn8fb2ZuzYsXz++ecUKFCA+Pj4Z2aHOYytXq/nww8/pGHDhqSnp/P48WNkMpnTRCwdem/R0dGMGjWKP/74g7i4ODp06MCoUaNyLe1ep9Nx4cIFLl++7HJ95RBSqZQWLVrQsWPHbP2tuYwK/7+iPS0tLcO1GznFgwcPuHnzJhUrVqRdu3aZPk/x4sXp27evuBpWKpXY7fYsF9A5fO8eHh6YzWY8PDwYMGAA1apVe6IPvCOwnZiYSL169RgxYgT58+fn8uXLfP3114wZM+a1Nyj/JCoqiu+++469e/dy4cIF5syZw9y5cylSpMgzdcMc7Y979uzJokWLGDNmjJgMkdPZXi9DqVSi1Wr566+/2LVrl7gL7dmzp5j0kdMcOXKEZs2aMWPGDFeQPoeQSCRIpdJszwJ74wP18LdRmTt3LkajEbVa7dR+EiEhIXTr1o3GjRtz8uTJTJ3Dzc2NHj16oFarMRqN7N69m7/++guVSpUtPyBHbEUikVClShVGjhzJ3bt3+fbbb7lw4YJYba/T6ahbty6DBg0iKCiI33//nSFDhuTJfh3ZQXR0NEOGDKFYsWJUrVqVunXrMn/+fPr168ejR4/w8fERDbrZbEapVPLVV19hNBpZu3at+Hd1dgzB0XNFr9cTGhrKjh076NixI+7u7nTv3p1r167l6DN0uJ/T09Nz7Bou4MSJE9y5cwetVput53UZlf/DZDLx008/Abmjwvs8bDYbly9f5urVq5leoRUsWJDWrVtjt9uJjY3l9u3bXL16lXz58mXbhOXoqHjhwgXWrVtHhw4dmDdvHr179+bcuXNoNBpq164tNlZav34948aN+88aFAc2m427d+/Su3dvFi5cSM2aNalataqohq1Wq8XEBYf0vMVi4bfffkOtVju9gt2BI2h/69Yt0Yio1Wo++ugjJk+enGPPsWDBgkycOBGj0cjw4cNJTk7Okeu4+LtGr1evXtkuN+QyKv9AIpHg6+tLTEyM07fcjRs3xt3dnT179qDT6cSA+MvQarXMmDEDb29vzGYzv//+O9u2bRMVabNzFaxUKklJSWH06NEAtGrVisDAQO7fv8+yZcvQaDSo1Wr27NnD6NGjiYuLy7Zr53Vu3LhB9+7dWbp0KUOHDuXBgwecPXuW9PR00SDny5ePbdu2iTI9zmwG9m8cumCO51ekSBGCg4Ox2+1i/6HsXnypVCp++OEHMfEhp+ooXPyN3W7n1KlT+Pr6otFosm1n6Iqp/IOAgAC2bNnCBx984NS4iiAIvP322yxcuJA2bdoAGd89SSQSypQpA8DNmzeJjIwkOjoarVab7atgR8GczWbj+++/54MPPuDAgQMUK1aMkiVLUrNmTfbv309wcPAbZVAc3Lt3jx49evDgwQNmzZpFw4YN8fb2RqPRMGXKFH7//XeqVasmuiXzmhSJVCpFpVIRExMjxlW8vLxYuHAhVatWzXYDKJVKKVu2LOHh4fTu3fuN/M3kNnK5nB9//JFvvvkGlUqVLefMW79iJyMIAqVKlWL27NkUKFDAqWNRKBS4u7uLq7WMvMCCIFCrVi2xEPH69essWLAAiUSSI6tgRzaYu7s7JpOJ69evU7lyZcaOHYtGoyE0NJRRo0a90ZNDVFSUqDqwatUqhg4dStu2bWndujVJSUmkpKQ8UaSal3AkZSgUCuLj47l+/TopKSlUqFCBGTNmZHvqvc1m4/Tp0/Tq1YvTp0873VvwpuDl5cXw4cNp3bp1tiw8894v2YnodDpu3LhBoUKF6NKli1MLIR07k/fee4+CBQtmaKcik8no378//v7+pKWl4eXlhdlsFjOKchKr1YpcLqd3795UrlwZX19ffH19qVWrVp6cMHMLvV7PkCFDCA0NxcPDA7VaTbVq1ZBIJMycOZN79+6JNRl5EYVCgVqtZsWKFaxdu5br169js9koWbIkjRo1ytZx6/V6BgwYwPHjx11pxLmIIzHju+++y5aOkG/u2/4vpFIpiYmJ9O7dmyVLlogqvP8mN15+h3TM/fv3adGiBbVq1XrpdxytYKtWrYrNZuPGjRvs3bsXi8Xy3HbB2YHVahVrVFq0aEHJkiV58OABhw8fJiAggPnz59O8efMcufbrQkxMDN988w1bt27lnXfeQalUMnv2bC5duoRMJsszwflnIZFIxOygDRs2YDAYSExMJDAwkC+++CLbFgxFixYlMDAQo9Ho2qHkIlarlW3btpGYmEhQUFC2ZIK5jMr/4ahevnHjBpMmTWLNmjVYrdanJuPcWkHt37+fXr16MXLkSM6fP//SiUcmk9G4cWMKFixIVFQUBoOB7du3iy6qnMJoNKLX62nXrh2TJk2iZMmSzJw5k86dO/PLL79QoEAB6tWrJ05O2Z2+mNdRqVS4u7sTExPD8OHD+fXXX3F3d+fq1avcu3cvTxsUBzKZDDc3NwwGA6tXryY8PBy73Z7p39a/3ylBEPj000/ZsmULdevWza5hu8gAVquVn3/+mX79+jF69Ohs6QjpMir/h9FoxGq1Urp0afbt28fUqVORy+VO24Y7diuO1eHL+N///kfr1q0RBIHIyEhmzpxJamoqWq02x9xPZrOZlJQUGjVqxKRJk/Dz82P+/Pns27dP7NbYoUMHFi9ejKenJ+vWrWP79u0ULVo0R8aT1/D09GTatGkcOnSIypUr8/jxY/766y9q1qzJ2LFjeffdd0lPT8/WRl85hSNz8NixY+h0Oh4/fkzTpk3p06fPK7fi/vc7pdFoKFasGNWqVaNUqVLZOWwXGcBisbBp0yaWLVuGyWTCz88vS54Nl1H5Pxw/dE9PTypUqEC9evWyXRPnVZHL5SxevJiVK1e+VB6jQIECYgzFoc/lUJfNCdeXo5+83W6nXLlyaDQafvrpJ6ZNmyZWysfHx7Njxw7u3buHRCKhYMGCNGjQgDVr1lCiRIlsH1NeIl++fIwfP56ePXtSqFAhseh07969bNy4EaVSKYqYpqWlZbmLZk7iKMp0c3MjLi6O2bNnYzQacXNzY8yYMbRo0SJL5+/QoQOffvopMTEx/ymVhdeR9957j507d9KkSZNMexVcRuVfJCcnExERQbly5RgwYIBTg8xSqVSciJs1a/ZCV4PZbMZut/P48WPRoKhUqhxxr9hsNtLS0jCZTHTo0IH+/fvz22+/MXPmTNLS0p75nYSEBL7++muuX79OrVq1mDhxolMTIXKaDh060KNHD5KSkhg0aBCXLl0C/laHnTRpEjt27GDq1KmsX7+e999/H71enyMy5NmJ4/d09+5dHjx4IOqU1axZM0tik1arlc2bN9OwYUP27t2bjSN28aqo1WoqVarEihUrMr1Y+O++1Znk1q1bjBs3jp9//jnXpcf/ieO6EokEDw8Pvv/+ew4ePEhUVNRTxwYFBVG3bl2xMnbhwoU8fvyY/Pnz54hR1Ov1mEwmOnbsKBY+njt3jpSUlOd+x263c/nyZb788ksmT57MX3/9hUQi4eOPP8bf35/Nmzc/d5VasGBBWrZs+VyjGhoaytGjR5HJZLRp0wY/P78n/v+fO4ACBQrQpk0bBEHgt99+4+7du5n9M4gIgkDjxo0pV64cBoOB9evXk56ezq1bt5g2bRqbN29+QgY/JSWF6Oho7t69i5eXFyNGjODkyZOkp6fn2fRi+HuR4+HhQVhYGKNHj+abb77hgw8+oFevXuzduzfTPYnWrl3Lhg0bcrVfi4tnExYWxr179yhbtizly5fP1DlcRuVfOMQQ7Xa7U19uh5THli1bKFeu3As1oerXr88nn3xCUlISe/bsISwsDLVanSPtQs1msxir6du3Lx4eHqxYsYLFixe/NC5gt9sJDQ2lXbt2YjvTIUOGUKNGDapUqcK4ceNISEh46ntvv/02M2bMeG6F9c6dOzlz5gzdunVj3LhxYl/1hw8f8s0337B3717sdjt+fn7Mnj1bjD3973//o1evXly/fv2l9+0Q33MYKIdApCPIPHPmTPLnz8/27dvZtGkTe/fu5fDhwzx48OCZCsXz5s1jy5YtHD16FKvVSvv27Vm1apWofJBXcYhNXrhwgZMnT9KgQQOUSiVffPEFV65ceebzex6enp60aNGC27dvO7Xrqov/z5UrV+jevTtdunTh9OnTSKVS8feb4QLsnBzg68rZs2cZNWoUa9ascWoA1SF02a9fP8aNG/fMviNFixalT58+GI1G0tLSOHXqFI8ePcqSxP3zcLi9JBIJvXr1wtPTk4SEBBYuXIjJZMrQORwNwywWC0ajkSVLlqDT6ejZsyeDBg1CoVAgl8txc3MTjfqff/7Jb7/9htVqfUIB2dGN0mKxoNFo+Pzzz/Hy8sJqtWI0GilSpAjz5s2jUaNG5M+fn/nz59O6dWuio6O5f/8+derUYeXKlZQrV0402I6iUzc3N9zc3ETD3LZtW3bt2sWuXbtYuXIlgYGBwN/GpkmTJuTLl4+VK1cSHBxMUlISkZGRhIWFPff3Y7FYiIuLY9GiReTPn5/69esjkUhIS0vL024wRxafUqnk5MmT/PbbbwiCQJs2bShcuPArnSsoKIjJkyfTt2/fHOuX7uLVsNvtnD17ln79+nH06FG+//57ateu/UrJGC6j8gwiIiJYvHgxN27ceOXMluzGbDazb98+du3a9VQWmEQioUKFClSvXh34u47g+PHjaDSabNdNchgDvV5PcHAwPXv2RKPRMHr0aO7du5epc1qtVnbv3k1YWBhxcXFcunQJm81Gnz59OHToEJ988gkymYxHjx7x7bff0q1bN7p160bXrl0ZNWoUer2eu3fvMn/+fHr16kXFihXR6XQMHTqUWbNmodfrCQoKonz58ri5uYnNs3r37k2XLl24evUqNWrUYMWKFfj7+yMIAp06deLw4cMcP36cQ4cO0atXLxQKBaGhoWg0Gt5++23c3NzEid9h+Lt168bo0aNfaaWu1+v56aefmDp1KkFBQXz33XcApKamPrfpWV5AJpOh1Wq5ceMGDx48IDo6GplMxqRJkzLcSVAikVCtWjXy5ctHUFDQM9OMXTgPm82GRCKhefPm/PLLL6xYsSLjzzZnh/b60qZNG44fP84XX3zhlOs7XiovLy82b97Mli1b8PHxeeKYwMBAJk+eLPrh4+LiiI2NzXLPlGfhyPbSaDRUrFiR/Pnzc+HCBfbs2ZOhtrnPIy0tjZ49e9KyZUu2bduG1WrF39+fypUrM2fOHKpWrQrA48eP2bBhA+vXr+e3337js88+Q6FQEBERwcWLFylXrhxarZaoqCh+/fVXZs2axfLly7HZbNhsNvz8/LBaraSkpHDy5EnOnz/P0aNHMZvNlCpVCo1Gg91u5/fff+fRo0cUKlSIfPny8ddff2GxWLh+/TpffPEFzZs35+uvvyY2Nla8h5CQEDZt2vRKBsWBXq/n/PnzBAQE8Pnnn/PVV1+Jqdp5Nc1YEATUajVKpZI1a9Zw9uxZJBIJlSpVokSJEhkyCL6+vgwdOhS9Xs/jx4+fMqB51aC+SZhMJv744w/8/f2pX78+xYoVy9CzdRmV5+Dt7U2hQoVyrdPdv3G8VFKplEKFClGmTBmqV6/+xEOVSCQUKFAAk8nE1atXSU9PRy6XZ3sasd1uR6fT4e7uzrBhw3j77bd58OABU6dOzbI0udVqJSQkhEuXLomxrNmzZ7N27Vri4uKeam4lCALly5endOnS6HQ6Vq5cidlsxmKxYDKZGD9+PI8ePSI1NZWIiAixB/yUKVPw9/cXW/daLBZmz57NzZs3sdls4t/7/v379OjRgwYNGtCkSRP++OMPcXIPDw/nxIkTREVFZeukd+XKFSZPnozVauXLL7/kq6++Ash2SfLsxNEhMiYmhnv37nH79m3y5cvHlClT0Gg0L/2+IAjcu3ePTz/9lIEDB2aoFstF7mI2m5k+fTpHjhwhX758zJw5M0PxPpdReQ6OlX7t2rVF/7kzSE9PZ//+/WIGmMOtJZfLadKkCTKZDIPBwJ9//skvv/ySIzpfFouF9PR0PvzwQ7p27YqPjw/Tp0/n5MmTOTLpxcXF0b9/fxo3bkxISMgTn6nVaoYNG4afnx9JSUns27dP3CnZ7Xbi4+PFf/8zpuTl5SXGcBxZRomJic+MX8TFxXHjxg3CwsKytAvLKI5K9d27d1OsWDEGDx4suvLy+m5FKpUyf/58YmNjMZvNlChRgnfeeeeZixpHDEwQBGJjY+nUqRPHjh17Zkaji7xBREQEffr0Yc+ePVy8eFFUGXnRotVlVJ7DhQsXuHfvntg/3Fmkp6czd+5ckpOTn9iBuLm50b9/f1QqFefPn+f8+fOizld2YrfbMRqNmEwmrFYrKpWKa9euce7cuRyd8NLT00lMTHxqUnf0vDGbzWzfvv2JHhCOSet56HQ6Dh8+/MQ5nyXF4wzMZjMnTpwgNjYWk8lEYmIiBoMBo9GYp3crbm5u6HQ69u7dy61btyhUqBDdunV7ZpKIRCJBoVDQoUMHRo8eLTYsc5G3uX//Pp9//jkjRoygXr16TJgwgUKFCj33eJdReQ5//PEHvXr1YtKkSZw+fdqpY4mMjGTSpEnMnTsXk8mETCajV69eBAYGIpVKefz4Mdu2bUMul2e74q3FYiEtLY1y5crRqlUrzpw5w+DBgwkNDc22a2QUiURCly5dKFmyJDqdjgULFjxR22C3219o6GQy2RPBRseEllcmtr179/LNN99w6tQpvvnmG3x9fUlNTRULW/MajkZeNpuNjRs3YjKZiI+Pp3bt2rRt2/Ypw2K1WpFKpXTp0oWBAwf+51UV/ks4XMyNGjVi0KBB/PDDD8891mVUXsD58+dZsmQJ4eHhTh1HamoqixcvZu/evSiVSuRyOc2aNUOtVhMRESG6vJRKZbYG6G02G6mpqfj7+zNt2jSqVq3KxYsXnWZkJRIJjRs3xsfHB7PZ/JTxlMvlBAcHi8WP/zQwJpMJNzc3vvrqKzF9Va1W56mqfrvdzoEDB9BoNDRt2lTs4JmX3WBSqRR3d3dSU1NZsmQJiYmJBAQEMHPmTD744IMnjhUEgR49elCtWjUsFstT8TIXeRu73c7GjRv5448/XrggcBmVF9C3b1+OHj1K8+bNnV7lXL16dX7//XdmzZqFp6enGAu4ffs2M2fOxGq1ZqvEvd1uR6/Xo9frKV68OFWqVCEqKoqlS5c6rY4iKCiIgIAADAYDkydPJiIiQvxMIpEgk8moXbs2np6eqFQqvL29Rd2qSZMmkZaWxvvvv4+/vz9yuZzRo0dTrly5PDVhm81mfvjhB+Lj46lTpw5TpkwR627y8m4F/lZVSE5OJiYmhvz581OjRo2n3LElS5YEYOLEiU7Z7brIGqGhoXTt2pVBgwY99xiXUXkOgiAglUoJCgqiX79+FCxY0NlDwtvbmy5dujBq1ChUKhVmsxm1Wk1YWFi29+WwWCzo9XoaNmzIjBkzSEtL4/r165muSckq7u7uDB48mEqVKhEbG8vZs2fFgku73c7Dhw/R6/XIZDLefvtt+vfvT58+fdDr9SQkJBAaGorZbKZYsWL8+OOPNGnShLfeeguFQsGff/75zMJSZ2C32zl27Bh9+/YlMTERpVJJ4cKF87SSsWO38uDBAyZPnkxISAhJSUkMGDCAevXqicc5VrqfffYZ8+fPR6fTOXHULjJLeHg4v//++3M/dxmV52C325k/fz5nzpyhZs2aFC9e3KnjuXDhAtOmTUMmk/HVV19Rs2ZNbt++zfnz54G/XTnZtZuy2+2iDtW0adMoU6YMZ86cYdiwYU5zWXz44Yf873//QyKRMGPGDC5cuCB+ZrPZmDlzJleuXMHNzY1FixaJci2//vor27ZtQ6/Xc+3aNQRB4JNPPmHLli1Ur16d69ev8/3335OYmOiU+3oWdrudM2fO0LdvX6pXr07v3r3FXWNeNCyOTDCVSsVvv/3G1q1bRYXsRo0aiXEsQRA4c+YMR44ccaUQ/4dxGZUX4JATceg+OROr1crFixe5evUqEomE9PR0TCYTixYtwmg0iv0usoqjhsNgMNCiRQsKFixIXFwc48aNc2qv+YCAANzc3Lhz5w4XLlx4KissJSWFrVu38ueff4p/n507d7Jnzx70ej0xMTH07NmTY8eOAX/HX65du8ZXX33FlStXnHFLL8RutxMTE8OlS5fw8fGhTp06JCcn51nD4pBvkcvl3Lp1i2PHjmE2m+nVqxfFihWjRIkSfP/993z00UdOdyW7yFnyTpQyD2Kz2VizZg1//vknt27dcvZwOHfuHJs2baJ8+fJER0ezadMmEhMT0Wg02RZwdsix2O12unTpgkajYfny5dnSES4rnDx5klmzZrF7927OnDnz1OcWi4UffviBDRs20KVLF6Kioli/fj1GoxH4+74ePHhAr1696NatGxKJhF9//ZVz587lyVgF/J3K+fPPP7N06VJ8fX0ZOXIkV65cQSqV5knRSblcjkaj4dSpU1SvXp0WLVoglUrp3r07J0+eZNCgQaxYsYLdu3c7e6gussiLFrAuo/ICbDYbGzZsQBCEPDHxNGjQgK5du4o1DCdOnCA9PR1fX99s3aWkpaXRpUsXfHx8GDt2LAsXLnS6//vChQtcvHjxhc/BarXy6NEjJk+e/Nzj7t27J8r154Vn+iLsdjshISEcOXKEevXqMWnSJIYPH87NmzeRy+VO3z3/G0EQxAxEd3d3Hj9+TGBgIN26daNRo0bEx8dz+PDhPP93d/Fi5HI5ffr0Yfv27c/83LUPfQmCIFCgQAEKFy7s1JdYoVBQrVo1ihYtisVi4aeffuLmzZtotdps26U41H8lEgnvvPMORYoU4cKFC043KA4yOhm97Di73f7aTGzh4eEMGTKEy5cvU7VqVUqXLo3RaCQ9PT1PusGUSqWoCfb7779jsVhQKpUUL16ckydPim0I3kQEQcDf39/pc0lGed5C1aGq/TxcRuUlaLVa1q5dy759+wgKCnLaOGrWrMngwYNF9dD4+HjS09OzTTzS4fZSKBQMHDiQjz/+GJ1O56olyANERkYSEhJCQkIC/fr1o2nTpuj1+jz5bARBQKPREBUVRXR0NHfu3CE1NZWHDx8yf/78DLdIeN2RSqVUqVKFhg0bUrx4cTH1eunSpRw5coSOHTs+0XIhL/Is4y+RSBg4cCDlypV77vdcRuUlCIKAn58fgYGB1KhRw2krDJlMhru7O8nJyZw/f57k5GQUCkW27VKMRiOpqak0btyYgQMHkp6ezpAhQ5yuJuDibzfsDz/8wIEDB3B3d+f7778XCw7zmmFxZILJZDLmzZvH9u3buXLlCgUKFKBv376vxQo9q0ilUlq1asXOnTvZuXMn8+bNQ6lUYrVaCQsLw2AwMG/ePBYtWuT01hqvSunSpalTp84L+9+4jMpLsFqtXL9+HYVCQbdu3XBzc8v1MXh6evLRRx8hk8lQKBRs3bqVEydOIJfLs7zScXSYTE5Oxs3Njfr163P37l2GDh3Khg0b8tyk9aaSkJDA+PHjsdvtKBQK3n//fQwGA2lpabkievkqSCQSVCoVSUlJLFiwgPj4eORyOdWrV3+ibsVBXl6tZ4Z/ip5euXKFc+fOYbVaMZlMDBs2jGbNmrFp0yaOHTuGzWbjvffeo3///k4Vrs0IgiDw2WefUatWrRe2eXAF6l+CXq9n/Pjx3Lhxg8jISEwmU64H7h3BTqvVKmZ7SSQSTCYTZrNZVH7NDA4pFqVSycCBA2nWrBkHDhxgw4YNeW6yetNJTk5m06ZNdOzYka+//hqArVu3ik2z8tLk7KhTadmyJfny5cNut1OyZElatWr1RDuB1ym+9SIEQUAul4vqB6tXr8bHx4f58+c/IYyq1+sJDw+nd+/e4n137tyZ9u3b8/bbb/PNN98QHR3tzFt5LlWqVKFVq1ZIJBLCwsKee5zLqLwER1/1q1evPvF/uYlCoRB3FJs3b8bd3Z3169czZcoU7t69i0wmy5Qb7J+tfSdMmMCnn35KZGQkhw4dcu1Q8iAGg4EZM2ZgMBjo27cvo0aNQi6Xs2nTJlETLi9gNpsxGo188803dOrUibS0NK5du4avry9t2rThzz//ZPv27RmS+3EYyrxueKpUqcKECRM4dOgQ8+bN46effgKeP27H+yUIAitWrKBGjRq0aNECpVJJ165dM9XwLSeRSqXUqVOH8uXLEx8f/8IkEZf7KwNIJBIKFixIQEBArgsQenl5MXXqVFQqFeHh4Tx8+BCr1cq7777LvHnz8Pb2znQzJ0fPeUdxnZeXF4mJiezduzdPZha5+Hulu3fvXmQyGUFBQZQqVQqTyZRnAuB2ux2z2YzVahV7m8+aNYtJkyah0+kICAhg1qxZvPPOOxk+X143KHK5nA8++ICGDRtSsWJF0ZORkXHb7XaOHz9Oz549uXPnDqVLl86TNUhVq1ZlwIABpKSkcOvWLTZs2PDcY11GJQP4+fmxY8cOjhw5Qrt27XK1Ilgmk1GyZEmkUimXLl1i06ZNYgvXIkWKoFKpMtXP3GaziRlEo0ePFvukDBo06IkeJS7yHrdu3WL69OnY7Xbkcjnu7u55KlPPZDLh6+srFuWGhoZy//59YmJiiImJwcfHh6pVq+aZnVVWkEqlfPzxxwwaNIhbt26JAqCvypkzZ2jZsiVt2rTJk+4vT09PAgICAFi/fr1L+yurODofFilShK+++irXdiuCIFCtWjWUSiVhYWGEhYURFxcn+mizIiJpsVhITU2lWLFiFC9eHIPBQPfu3bl8+XKeXxm+6ZhMJq5cuUJ4eDjNmjVjwIABuLm5odfrnf7sbDYbJpOJQYMG8fbbbxMVFYXBYOCvv/5izpw5XLlyhfT0dEaNGkXnzp1fmEX0OuDm5kbz5s1JSEjg9OnTPHz4MFPnsdvt3Lt3j+vXr+Pt7U3z5s0pXbp0No82c6jVaipXroxUKkUul780nT3LRuXixYu0adOG6tWr07RpU3bt2gX8HVTs27cvNWrUoGHDhmzevFn8jt1uZ9asWdSpU4datWoxceLEPB0Ujo+PZ8CAAaSlpWV7z5IXoVQqGTlyJH5+fkRERDB//nzg7+322bNnOXz4MHq9/pUbczncXuXLl2fq1KkUK1aMoUOH8tdffzl9UnKRMY4fP864ceOwWq1069aNBg0akJqa6nSJfLvdjiAI3Lx5kyNHjtC3b1+io6ORyWTs2LGDo0ePYrFY0Gg0jBkzBn9/f6eNNasIgkBaWhr9+/enTp06DB48OFvckE2aNGH9+vV8++23eUInrUiRIgwdOhT42/3q4eGRc+2ErVYrffv25auvvuLixYtMmjSJYcOG8fDhQ0aPHi3qAM2dO5eZM2dy48YNANatW8fRo0fZuXMne/fu5eLFi6xfvz4rQ8lR7HY7ERERLFmyhDVr1uRKPxFBEPj0008pXrw4ycnJqNVqbDYbKpUKrVbLDz/8QLdu3Z5qM5wRHIKRH330EXXq1OHGjRs8ePDAZVBeI6xWK5s3b2bcuHHcvn2bDz/8EB8fH6emGDtkfux2OytXruTzzz/nxo0beHp64uXlhUwm46+//uL8+fM8fvwYNzc3unbt+lruVmQyGV988YWohu0Q+8wIL3tXHb2BGjZs+MLK9dxEJpNhNBrZu3fvS70ZWTIqKSkpJCQkYLVaxRWKQ5Po0KFDBAcHo1QqqVy5Ms2bNxd3Kzt27KBz5874+fnh6+tLr1692LRpU1aGkuPExMQwcuRIFi5cmCsvrVKppFWrVhQoUIB79+6xbNkyjEYjGo0GQRBQKBQolUpsNtsrGQOr1YpOp8NqtfL48WNkMhm7du3i7t27OXg3LnICm83Gzp07CQ0NpWHDhkycOBG5XO60TpFWq5WUlBSaNm3KunXraNCgAXK5HKVSiVqtxsPDg8OHDzNlyhTOnDmDWq2mQ4cOeHh45PpYs8qXX37JrFmz6Nu3L0WKFHml777sfT158iS7d++mcOHC1KlTJyvDzBbkcjl2ux2ZTMaNGzc4efJkzhkVb29vOnTowIABA6hQoQIdO3Zk9OjRJCYmitkpDooVK8bt27eBv0X9HB3gHJ/duXMnz6+UJRIJfn5+OV4AKQgCXbt25f333wf+fqgOIT6JRILBYGDEiBFs2bIFLy+vDMuh22w20tPTSU9Pp2XLlnTr1o2FCxe6VGNfY6xWK1u2bCEpKYn69evj7e1NSkqKU9xger0ejUZDy5Ytee+99wgMDBR/s//suXLx4kVRPTooKIjhw4e/VkF7Hx8f2rVrh0ajYd68eU+UG2QH9+/fJzg4mG7duvHLL79k67lfFU9PTyZPnoxSqSQiIkJc1OaY+8vhjpkzZw6XL19m0aJFTJ48mbS0tKfS4lQqldiYR6/XP/G5w7WTV9Iin0fNmjU5ceIEw4YNy/FCs8KFC6PRaIiMjCQtLU1c8cHf7qsyZcpQvnx5SpQokWEdKJPJRHp6Ok2bNmXEiBEEBASQmJiY6eCiC+fjaOgVFRVFSkoK48ePp1ChQqSmpuaqG8zx/jZo0ICPPvqItWvXsnv3bvE3C38vyjQaDVKpFKPRyN27d5HL5bz99tsUKFAg18aaVdq0aUO9evVYsWIF06dPJzU1NduvERUVxebNmzGbzZQrV84pLkJBEChevDiVKlVCIpFw9uxZli9f/tLkoCwZlQMHDnDlyhU+/PBDFAoFDRs2pGHDhsybN++pzm4GgwGNRgP8bWAcKxVAbAP7zx9gXsTb25tChQpRr149ChcunGPXKVCgACVLliQxMZErV64wfPhw4uLinujuaDabkcvljB07FrVajclkeqksvE6nI1++fEydOpVChQqxefNmVq5cmed3iC5ejF6vZ/jw4eTLl48PPviAESNGYLFY0Ol0ufZsHdcxm81EREQQGhqKXq9/4p12iCra7XamTp1KfHw8RqNRrIF4XXTBDAYDDx484MKFC6SlpeXYdWQyGTNmzOC3336jfPnyOXad56FSqZg5cya+vr7cvHmT+/fvEx8fj1arfWECQZaMikO25J/IZDIqVKiAxWLh8ePH4v+HhYWJLq8SJUo8UeYfFhbm9Ha9GeHhw4c8ePCA2rVr0759+xzbrXz00Ud8/PHHACxevJizZ8+i0WieEJA8e/YsOp0ONze3DMnGmEwmLBYL7733HjKZjLt37zJp0iTi4+Nz5B5c5B52u5379+9z+fJlVCoV/v7+VK9eHZ1O98TiLSevbzabsVgs/P777zRt2pTNmzfj5eX1lD6dVCpFo9EQFxfHhQsXCAsLw2g0UrduXSpWrJjjY80KUqmUoKAgDh8+TMOGDV9YAJgdOKTyfX19+fjjj3NVd1AQBBo2bEixYsUwmUwkJCSwYMECpFIparU659xfb7/9NtevXxd7Up89e5aDBw/y8ccf06hRI2bNmoVer+fKlSvs3r2bFi1aAPDJJ5+wfPlyoqKiiIuLY/HixbRs2TIrQ8kVrl69SteuXZk3bx7Hjh3LkVVg0aJF+fTTT0WpC0cKs1qtRiqVil3/lixZQnx8PG5ubkil0hc+ZKvVKsrkBwcHYzKZ2LJlS45s2104h6SkJPr27cvu3bspW7Yso0aNolatWjmeDeYwKAqFgh49eiCTyTCZTM+VjREEAa1Wi81mY/LkyWzevJnIyEiqVavGJ598kqf0y/5N0aJFWbp0Kb179yYpKSnH3fVWq5Xt27ej1+vp168fBQsWzNHr/ROZTEbXrl0pVKgQ9+7dY+/evaSlpeHm5vbSOr0sGZUyZcowd+5cVq9eTY0aNRg/fjzTpk2jUqVKTJgwAYvFwrvvvktwcDCDBw+mSpUqAHTo0IH333+fTz/9lI8//pjq1avTtWvXrAwlV7DZbJw7d47x48dz7ty5bD+/IAhUrVqVBg0akJ6ezsaNG7l48eIT7YId/SoEQWDBggXMnj0bq9X6wloVh/Bk165dxSrs1atX5+naIBevzqNHjxg6dChnz56lWrVq1K1bl/T0dNLS0nIsG8xut6PX65HL5fTv35/BgwcjCMILXVkymQwPDw+SkpLYtWsXSqUSqVTKZ599xltvvZUnDYuPjw/Tpk2jYcOGvPXWW7lSP2Kz2Vi7di3379/HZrPlakZf27ZtqVu3LomJiZjNZjZv3ozdbhf7N+VoO+H3339fzFL6J15eXsyZM+eZ35FKpXz33Xd89913Wb18rvPhhx8ybNgwVqxYwYYNG56KHWWFQoUKMXToUGQyGSqVitDQUMLDw/H19RV/xIIgiBL469atw2az4eHh8dwfuUOORa1W06xZM3x9fZkwYQKJiYnZNm4XeYcHDx5w4sQJGjZsSKNGjbh8+TLHjh0T3U7ZPRlarVYMBgNSqRSbzUb9+vWZOXPmSzOElEqlWHOl1+tJSEigbNmyLF26lDZt2oiZonkFT09PatSoQXh4OLNmzco1SZy0tDRGjBiBh4cHkZGRuXJNhUJB3bp18fPzIywsjEWLFpGUlIS7uzsymeyl9+5SKX5FihYtSp06dShTpgx6vZ6NGzdmy3klEgmVK1embNmypKWliTUkCoXiqcwPu92OzWYTUzZjY2PF1d4/X2S73Y7RaMRgMPD999/j5+dHfHw8Bw8ezJUCThfOYdu2bZQuXZpmzZoxcuRIAE6dOvXM31JWcPy+FAoFs2fPxmg0MnLkSGw220t3G1KpFK1Wy9WrV5k3bx5dunShWLFiFC1alBo1ahAWFpZntMzg73hq+/btSU9PJzQ0NNcSIKxWK/v370cikVCgQAHc3d1zXBusTZs2dOjQgejoaGJjYzl79qy4S8kIztcAeM2IjY0lOTkZT09PvL29s+28Xl5eTJo0CYlEQmhoKMuWLePXX399wvXlwKECu2LFCrZt20a1atVIT09/yp3lcE0UKFBATEscPXq0K4X4P05MTAwTJ07k9u3bVKlShalTp5I/f/5szwZztGMICgqiaNGiPHjwgKtXr2ZY4UGlUiEIAmvWrGHJkiVcv34dq9XK+PHjczV+kBHMZjNnzpwhJCTEKdmSBQsWZM2aNUyePDnHa3rc3d3x8PDAbrczY8YMwsLCcHNzy/Au12VUXpGdO3eyatWqHJHk9vT0RKFQcO7cOZYtW4bJZHqq+ZLjujabDXd3d4oUKcK4cePEgOk/MZlM6HQ6unbtSu3atZk0aRK//fZbnloBusgZkpKSOHHiBPD378pms4m9c7ILx++wX79+eHt7M2bMGMxms+h3fxmOFtmCILB+/XpOnz6NxWIhX758fPzxx3lCvkWlUvHJJ5/QqVMnvLy8nDYOPz8/qlWrxrvvvpujVfZ+fn7Url1bbEZoNBqxWq2vpHnoMiqviNFoFANm2eWflsvltG/fHq1WS1paGl5eXlitVrHX9z9xBEEtFgu7du0iNTUVu92O1Wp9QrLFUT1funRpqlWrxq1bt7h586bLoLwh2Gw2fvrpJ5YvX058fDytW7dGEATS09OzNeDrkLbftWsXsbGxaLXaV6o3cUj322w2rly5wl9//YVGo2HAgAFOncTh73etffv2LF26lLlz5zqlVsSBXq8nJSWFokWL0q1btxxLFKhRowaff/45Op2OAwcOEB4e/sx56EW4jMorYrfb2bt3L1OnThVXgllFq9XStWtX3N3dCQ0NFX2ojiyvfyOVSpFIJCxZsgSDwYBcLn/qR2YymdDr9dSpU4d33nmHjRs3cvbs2WwZr4vXA71ez9y5cxEEgR49etC3b1+MRuNLC2VfhmOHYrVaxc6FgwYNwmAwvLSG4VkolUo0Gg2//vorkZGRJCQk4OPjw1dffeXU3YpcLufdd9/Fw8ODnTt3OlUfLyIigp9//jlH6478/f35+uuvMZvNpKen88cff3D79u0niq4zgsuoZIIjR44wc+ZMHj16lOUqYKlUSnBwMCVKlCAmJobk5GT27dv3RKHjv5FIJCiVShQKhVi74jA08HdwLy0tjXLlytGtWzd27NjBsWPHXN0c30CioqJYvXo1np6eNG/eHIVCkeW+K4421GlpaUgkEuRyOVqtNsNur3/jCNrb7XZWrVrFnTt3cHNz45NPPnmp2GROph+3a9eORo0asX37dgYPHuzU5lk6nY6ffvqJfv36sXjx4hx5l319fWnYsCGCILBlyxaOHj2KSqV6ZaUTl1HJBDKZjDFjxnDkyBFq1aqVpXPly5eP9957D41GQ1RUlFh38jIpBJVKhV6vp0ePHgwaNAi5XC72stfr9ej1esqUKUPx4sV58OAB169fz9I4XbyeGAwGtm7dyp07d8iXLx/9+/dHr9dnWnDSYVAcTd2OHDlC48aNMRqNWZrgFQoFKpWK8+fPi3p0ZcqUYfDgwS98D3IyaP7HH3/Qr18/BgwYQExMTI5dJ6PEx8fzyy+/EB0djbu7e7ae29Ey3WazIZVKiY2NFQUkX3Xh7DIqmUAQBEqXLk3JkiXx9PTM0nn69OlDrVq1CAsL4969e9y4cUPchbzoew6ttGvXrnH37l2x4t7RpbJJkyaMHDmSPXv2sGzZMpe+1xtMVFSUmDVUvnx5vLy8SE5OzpRhsVqtpKam8t577zFkyBC8vb3FWF5WjIpEIhFrViZOnEhKSgpyuZw6deo8V2wypwsQ79+/z86dO4mKisrR67wKn3zyCceOHaNLly7Zet78+fPz448/IpVKuXHjhuhWf9VeTeAyKplGIpEgkUioVq2aKJT5qgQFBfHWW2+JfeanTZtGUlJShvzSjoC9RqMRVxP/LHQcN24chQsXJiAgIE+sslw4D6vVyuHDhxk5ciRVq1Zl8ODBaLVakpOTXylxw1GXotVqqVWrltgWeP/+/ajV6iyP07FbefToESEhITx69IjatWvz5ZdfPvP4nHTn+vn58fnnn1OpUqUcu0ZmcHNzw9fXl7feeivb0q6lUikNGjTA19cXm83G5cuXWb169Qtd8C/CZVQygc1m48iRI6SmpjJw4MBMKxa3atWK9957j7S0NLFS1bEDeZlRcXTZc6w4rVYrVqtV7K3i2LXs3LnTVejoQmzKFhUVRevWrfn+++/x8PDIcO2KI8NQp9NRvXp1evfuzaFDh9iwYUO2FVU6divx8fHMnz9frINp0qQJpUqVyvL5M4qbmxsDBgxg6dKlzzVozuLPP//kxo0btG7dmiZNmmTLOTUaDSNHjhQThS5evIjJZMq0AoPLqGQCq9XK0qVLuXHjxkt1cJ6H4zsSiYS4uDg2bdr0lLz9i7BYLMjlcvr164dcLiclJYW0tDQEQaBjx44YjUZiYmLYunWrS+PLBQCnT5/mwIED+Pn50bp1a8qUKUN6evpLM4ocC5jU1FTMZjPXr19n3rx5HDx4EKVS+UqFcS9DoVCg0WiIiIgQm4/VrVuXevXq5ZomWJkyZejUqROPHz/m6NGjuXLNjHLt2jW2bNkiLhyzA0eSj06nIzk5mfXr14u7xszgkmnJJHq9nmnTpuHr65upCvUqVarw1VdfkZSUhE6n4+jRoyQkJODr65uhl8exkvj888+5cuUKhw4dwmg00rVrVwYMGIDFYmHGjBkkJSVl4u5c/Bex2Wxs3bqVZs2aUaJECYKDg7l16xbp6ekoFIrnGgZHm2CVSsXUqVNJS0tj9OjRSCQSvL29M+UieR6OVPq4uDhOnDhB69at0ev1fPvtt5w/f57Q0NAnjs9I24dXxcPDA41Gw/Hjx9m/f3+2njur2Gw2NmzYQFRUFL///nuWzyeTyQgODqZIkSLcvHmTFStWYDKZ8PT0zLQRd+1UMonVauXPP//k8OHDT1W9vwyZTEaVKlUoXrw4VquVn3/+mUuXLqHVajPkRnDUCej1eqRSKTNmzGDkyJEIgkBoaChJSUlIpVJ+++23PN9N00XuEhoaSo8ePXj8+DE1a9YkKCgInU6HwWB45uTsqMR3GJTPPvuMevXqiTuU7DQoDpRKJVqtljNnzojqFaVKlaJSpUpPXS8nElDOnz/PZ599xvjx4/PkLv/evXusXLkSg8GQZbejh4cHDRs2FJunHTt2DEEQMhWgd+AyKplErVazZMkSzpw5w/bt218pC6xkyZKMHTsWvV7P/fv3efToEenp6a/kw5RIJNhsNlJTU/H396d06dIoFAq6d+9OYGAgY8eO5dGjR5m9PRf/Ye7cucOdO3dITk5m0qRJVKhQgdTU1GcG7e12uxiQb926Nffu3ePbb7/FbrdnaeJ5EY7dSmpqKg8fPiQyMhKz2cz48eOf28wvO8eRmprKwYMHuX79ep7MmhQEgSZNmrB3717eeuutTJ9HIpHw7bffUqtWLcLDw4mKihKbcL3Mtfaiv4vLqGQSu91OQkICXl5eFChQIMPGQKVS8c477+Dr64tcLmfjxo3s2bMHjUaTYaE4x0oiNTWVMWPGAIjyGIULF0ahUHDt2jVXgN7FMzEYDAwcOJD4+HiqV6/OuHHjRFmff2ZU/VP+JzExkZCQEPr06UNISMgrV1m/KkqlEg8PD3799VeWLl3KrVu38PHx4Z133nnm7igrcU0HEomEcuXK0a5dOxo3bpxn2xtLpVK6d+9O2bJleeutt7KUeefh4YFKpSI9PZ2xY8eSmJiYocVCjnV+fJNxyMk/fvz4pb0j/om/vz8jR45EJpOJ3RhNJlOGVgf/RCqVolQqCQsLIyIiQuy252jPmtNKpi5ebx48eMCMGTOw2WwEBQWJjeEc7h6HQGlaWhpms5mpU6fSokULbty4gZeXl6gwnFMIgoCbmxt2u51ly5Zx/vx5NBoNU6dO5csvv3zqXclMevG/x+/u7s5PP/3EkiVLaNasWZ59h2w2G6dOncJgMDBkyBCCgoIydZ6yZctSs2ZN0tPTUSqVpKenI5fLs3zfLqOSBRITE1m8eDGLFi0iPT09w99zpA+fOHGCixcvZiolUxAEVCoV0dHR9O3bl4sXLzJ8+HBKlSrFtm3buH///ivejYs3CYf/fOPGjRQrVoz//e9/WCwWdDodVqsVs9lMUlISZcqUYcaMGdSvXx+LxYK7u3uOub3+zT/lW9zc3EhISMDDw4O+fftmS13Mvw2RTCajaNGiJCcnM2PGjGxtwJed2Gw2li5dyt27d5+QZ3oVBEGgadOm1K5dm7i4ODZv3izWyGV1h+YyKllAr9czf/585s2bh16vf+nxGo1GLDyLiYkhIiKCo0ePZvpBSqVS5HI5J06c4O7du6LE/YEDB1zxFBcvJTU1lXXr1qHX6ylSpAht27ZFp9Oh1+tJTU2laNGizJkzh549e1KzZk3g74k3t1J7HQsngM2bNxMSEoLNZqN48eL07Nkz291v+fLlAyAyMjLPJ7jo9XpmzJjB8OHDM/WuV61alc6dO5OWlobJZOLgwYMZLrwGV0wlx/D09OTnn39m/fr1GSqAVKlUvPfee6hUKi5evMiaNWvEqvjMIAiCWNlvsViQSCTiKtOFi4xw9epVli1bRpUqVahcuTISiUQsqK1QoQIlS5Zk9+7dbNy4McfjKM9CKpWiUCg4ceIESUlJREREoNVqadKkSbbrX0VGRhIcHMy3335LcnJytp47u7FYLGzdupUdO3Y8V838RZQoUYLSpUtjsVhYsWIFV69efaVsPldMJYdQKpXUrFmTZs2aMWvWrJduyf39/UU5FalUyq1bt1CpVNmy+nO0Ev755585cuRIls7l4s0hOTmZv/76i9TUVJo2bSr26ihWrBhjx47l8uXLDBo0iOjo6GxxOb0qjip7k8nE7NmziYqKwmKxUK9ePbp165btWV979uzh7NmzeTKV+N94e3uzYcMGNm7cmKHsU8ffSqFQULBgQYxGI48fP+b+/fukpaVl26LBZVSygMlkEnssBAUFvfCByOVyxo8fT+HChbl16xb3799HIpFkOeD5zw6UgiAQHh5Oampqps/n4s1jz549zJo1C39/f4YNG8bbb7+NxWIhISGBixcvirEMZ2VDOaq77927J747arWaunXrZov+lSAIlCtXjo8//tjpjcFeBblcTrFixShXrhw1a9Z8qUFwzBMVKlRg1KhRyGQy1q1bx969ezNcI/fvcz0Ll1HJAklJSQwYMCBDk3idOnWoUKECRqOR1NRUZs6cKbbpzKxRcQj8+fv7U7ZsWTEDzIWLV0Gv17N06VIOHTqEm5sbdevWJTY2lqZNmzJlyhQx7TS3Yin/xlG3kpaWxpw5c0SNuxYtWtC6dessn18qlTJy5EjWr1+fpbqP3Ean03H8+HE8PT0ZM2ZMhmVVHP2YTCYTCoUCk8n0yr1wXO6vHMRRifyitGJBEOjQoQMlSpQgLCyMXbt2kZKSkmnBNgdWqxWTyUSNGjXo3LkzISEhru6OLjKF0Whk165dREdH06tXLwIDA0lPTxcnIGcZFAeO3UpMTAy7du0iLi4OmUxG27ZtKVGiRJbOrVKpyJ8/f56tS3keqampTJkyRRSkzcgz8vT0pEuXLgiCwJ9//smlS5fEXkyvgmunkoPExMQwadIk5s2b99wUREfwSyKRIJVK2bx5M0ajMcs+TIvFgsViwWw2o1KpuHr1KmfOnMn1YKqL1xdHzKJYsWLUrFmTvXv3cvr0abp27Yq3tzdmszlPVJU7xpmYmMjhw4fFvkF16tShVq1aWTJ6tWvXpmzZsuzbt48rV65k46hznsjISKZMmcL8+fMz1GrYz8+Ptm3bigXShw4dQqlUvrJBde1UcpDk5GTmzZvHb7/99lxr36pVKz755BNiYmJEHSW1Wp0l3SSHJlNgYCDfffcda9euxWw2s2/fPj744IPXbtXlwjmULFmSXbt2sWfPHr7++mvu3LmDIAh06tTpiUr7vGBYFAoFbm5uXLlyhbVr13L37l30ej1DhgyhcuXKz5zoMmJsbt68yfDhw+nfvz+RkZE5MfQcIzk5mdmzZ7N+/fqXJhdotVrGjRuHVqvl4cOHqFQqpFJptrs2XUYlG6hevTonTpxgzpw5+Pn5PfV5oUKFyJcvn5jBEhERkeVdis1mw2g04ubmRtWqVfHy8iIuLo4aNWqwYMECypQpk5VbcvGG4O7uTtGiRbl37x5t2rRh48aNLF26FJvNRo0aNfDx8SE1NTVDq+CcRiKR4Obmhk6nY968eezduxdBEKhYsSLLly/Hx8fnqe9kxBg+evSIDRs2vLa1XQqFgrfffpu6deu+0DgEBQVRu3ZtpFIpV65cYe7cuaIyR3biMirZgLe3N0WLFqVTp07069fviQfr4+NDqVKlSE9PJywsjFu3bgFk+UFaLBbxhYqPjyc9PZ2lS5eyfv16vLy8qFevXqb7Ibj4b1OiRAmaN2/OBx98wN27d3n33Xf54osvOHz4MPHx8Vy6dImwsDCKFy/O1KlTCQgIIC0tLU+k2cpkMrG5WGRkJGFhYaSkpFC4cGHq1KnzxEItI4s2b29vPvzwQ4oUKZKTw85RatasyebNm+nevftzPRRyuZxJkyYREBDA7du3uXfvHo8ePcr04tYVU8lhHj16xJ07d0RZiX/StGlTOnTogMViYdWqVWKRUVbcUw7Xl4+PD2PGjCEkJIRx48YRFRXFiBEjiImJYcyYMZnWBHLx36V8+fKsXr2aX375hXXr1lGiRAkiIiJITEwUj4mNjaVfv37Ex8fTtGlTvvzyyww188oNHFX2bm5urFq1ipUrV3Lt2jXc3NwYNWrUE4XEL9MD02g09OvXj40bN9K1a1enJyNkFq1Wi6en5wvriARBwNPTE6vVSmpqKj/++CN2uz1ThZMvw2VUsoFr164xf/58rFbrc+Mkp0+f5vr168hksmypTTGZTJjNZuRyORUqVBBlJZKTk9mwYQObN29+YqJw4QKgbdu21KxZk1u3brFlyxaioqKeOsZut3P58mWWLVuGQqGgdu3aVK5c+SkVY2fhcIPZbDZWrlxJbGwsaWlpFC5cmNatW2d45V26dGm+/vprtFrta5WK/++549GjR8TGxr5QmaNJkyYUL16chw8fsn//fjH7NLOL2xfNX67Oj9mAzWbj+PHjTJkyhT/++EPcGhYtWpQePXogl8s5fPgwFy5cwNvbO8tBdIcMy9dff83Dhw/ZtGmTKGhpMBiYOHEiEokEmUyGXC53yba84cjlcgRBwGw2o1arCQkJ4csvv+TmzZvPdWlZrVa2bdtGo0aNeOedd3jnnXcICQnBYrFkSz/6rCKTyXB3dyclJYXt27fj6+tLnTp16NChA1u2bMmQFl/+/Pnx8PDgzp077Nu3L08kI2SEf4/z1q1bDBw4UFTr+DdSqZSWLVsSFBTE9evXWbNmDWazGS8vrxzJFHXtVLKJO3fusGjRIq5cuSK2Zq1SpQrVq1cnPj5eTNvLas6/o1+4VCqlRYsW+Pj4sHHjxicE8Gw2G4UKFWLbtm1MmDAhz0p4u8h5AgIC+Pnnn1mxYgVeXl5s2LCBrl27cu3atZfGSMLCwtizZ88Tx+WV3YrDDSaRSNi7d6840daqVYuePXtm6B27dOkS/fr1o1OnThw/fjynh5xjOHTANm3a9Mxn89lnn/HRRx+J2adyuRylUpml7NMXGWDXTiWbaNmyJRMnTkQQBMaPH8+RI0cYN24cMpmM3bt3s27dOpRKZZYneJvNhslkwmKxYDAY8Pf3f+bW3d3dnUqVKpEvXz7y58//2qVKusg6BQsWZNGiRTRp0oQ7d+4gl8sJCQl5pXNs3boVf39/unfvTlRUFLt37xZrrJyNo0uh0Wjk6NGj+Pv7U7x4ccqVK5eh3vXx8fGsWrUql0abs0gkEvz9/TEajSQkJIj/LwgCRYoUwc/Pj/DwcKZPn05kZCQeHh5Z2qW46lRyAUEQ8Pb2plixYvj4+FCzZk0CAwNFKZWYmBiUSmWWHqSjcZJer6dQoULcu3ePsLCwZ7aBvXHjBuPGjaNMmTIMGDDgtQ1CusgcEomE0aNH88EHHxAWFkbv3r2Ji4t75fNERUURHx9PgQIFmDhxIkWLFn1u6+HcRhAE0ahs2LABvV6PIAgEBgbi6+v7wu8FBgZSo0aNLK3W8xJFixbll19+oU+fPk/8v7e3N0FBQWL8NTw8HJvNlqMuTJdRySZ27tzJkiVLsFqtWCwWRo0ahVqtJjQ0lIiICGQyWZZdX45CtDJlyrB48WIqVqxI3759iYmJeepYs9lMSEgIISEhrl1KHuNVOoVmhcePH3Pu3Dm6d+/OyZMnM+22WrlyJZcvX8bLy4s6depgt9tFeSJnI5FIUCgUWK1WNBoNJpOJJk2aMG3atGfWjMHfLXRnzpzJmjVrXisByRdRtWpVqlSpQu3atZ/I+mzSpAmdO3cmMTGRS5cuiV0ec7I42mVUsgmj0YjRaMRut4srAYPBwIMHD1i+fHmmujv+G6vVisFg4IsvvqBatWrExMQQGxv73Jf73LlzfPjhhyxYsMAl3ZKH+KeydHbi4+NDv379RFHE6dOn06xZM06fPp2l66WmprJ37170ej0DBw7Ex8eHtLS0PLFbcVSE63Q6Tpw4QUREBGazmc8++4yGDRs+cawgCGg0Gjw8PHj77bezrL2XlwgNDeXevXt88MEHNG/eHIACBQrQvHlzbDYbNpuNX375hZs3b+b4ff83/qJ5BIlEgt1up3v37hQsWJCQkBB2794t9qDPjgC9owmXRCJh0aJFL6wCttls6HQ6PvnkExYsWEC1atVcbrD/KN7e3kydOpXp06czZMgQUYVWp9Nl2YDZbDZWrFhBbGwsFouF9u3bI5FI0Ol0Tg/aOwxFSkoK48aNY//+/Tx8+BCz2Sz2GPr38e7u7litVtauXfuUwvjr+n7cuXOHOXPmsHHjRs6ePYsgCJQvX55PPvkEs9nM7t27uXz5MkqlMlvSp13Fj7mA3W5n06ZNfPvtt3h6euLp6YnRaGT37t3ZpvRqMpmQyWRih8eMTBaCIFCnTh06d+7MqlWrsiy+5yLvoVKpmDhxIl988QUxMTH88ssv2d4OV6fT8cMPP6BQKPjuu+8YPHgwer1e3J07E0eVfWxsLNOmTePXX3/FbrczYMAAihcv/sSx6enpPH78mCFDhjBlypSnUo+dfS+ZxWazsXHjRvr27cuFCxfw9/dn5MiRWK1W4uPjCQ0N5datW1kuvM4ILqOSjdy4cQMPDw98fX0JDw/HaDSKxY5ZfZBWqxWj0Ujbtm1p2rQpP/zwQ4bSIO12OwsXLuTPP/+kTJkyLF26NEOtj13kfdRqNYULF8bLy4vy5csTExNDcHAwW7ZsyXZJFYvFwoYNG5gyZQoqlYo6derg5uaWJ8Qm/1llHx0dzaNHjxAEgdKlS1OhQoUnXD12u52kpCS2bNmCTqdz4qizH4PBgFqtRq1WU6RIEapUqYJEImHfvn3s3LkTlUqVbdJNruyvXMLPz48GDRqgVCpJTU1l8uTJpKenZ4sKqNlsxmg04unpScmSJYmNjSU+Pj5D3719+zZdunThxIkTYl97F683Go2GAQMG8Mcff/D555/TtWtXmjRpwp49e3LMJWWxWDhx4gR3796lSJEiBAcHk56enieC9o5MMLlcjs1m4969ewiCwMSJE/H39xePK1y4MI0bN34iQP+679wd41er1cydO5cBAwYwd+5clEolt2/f5vHjx0RFRaHVanPl3XfNLtmEIAh06dKFxo0b8/DhQ0JCQnjw4AEKhSLLtSkOWZZ8+fIRFBREZGQkiYmJr/Qi379/n3bt2tG4cWPCw8Nf+xfpTUWlUvHhhx8ydOhQhg0bhkajITk5mfv373Pr1q0cF328f/8+I0eOxGQyUbZsWQICAvJMirFMJkOtVrNmzRqOHDmC1WoVF3pSqRSpVMqUKVNYv349lStXFr/nbIOYVRzjt9vt5MuXj1GjRlG1alUsFgt//fUXS5cuRalUZjmum1FcRiUbcciiWK1WZsyYQVxcHGq1OltcX3q9nvfff5+uXbuyYsUKtm3b9srnSUxMJCYmBj8/P/r370/Dhg1dxuU1w9/fn8WLFxMcHMzp06cZOnQoa9asybXrW61WDh48yMSJE6lduzbjx4+nYMGCecINJpFIUKlUGI1Grly5wpUrV/Dw8GDUqFG4u7vz1ltvUblyZW7fvv3aytw7eNZ7azabOXfunJhdeP78eS5evIher8+1XQq4jEq2Ub16dVq1aoUgCOTPnx9PT0+xzXBWcXR3dPSSLliwYJYUY6tWrcr48eNZunQpH3/8scsdlsdx1GJIJBKSkpJYsmQJY8eOpVWrVqxYsSLXtd1sNhthYWHcuXOHZs2aUbduXfR6fZ6Qxnc0wNu8eTORkZEkJyfj6+tLx44dadasGUWLFmXhwoXcu3fP2UPNEs8y4FarlWXLlnHr1i0EQSAuLk5UDMjNltCu2SQbkEgkvP3225QqVYrExETc3d0ZMmQI+fLlw2g0ZsnH7Sg0K1KkCN26dePgwYNs3bo1S6vCS5cusWvXLoKCgpg7dy6NGjXK9Llc5CwSiYQ2bdqwfft2mjVrRnJyMlOmTGHu3LlO1eE6d+4cZ86cwWKxEBsbi81myxPCpYIgoNVqsdlsbNq0iTt37uDl5cXnn3/O7t27GTFiBCdPnnT6rionkEgkfPLJJwQFBSEIAgqFAkEQRNdfro0j1670H6ZSpUoEBwdjNBqZNWsW+/bto1KlSqI8QlZWcI6Cx3z58lGnTh1SUlI4depUlsYbFRXFgAED2LZtm9hgzEXeQyaT0aJFC3744QcaNmwoPiebzeb0SdFut4tu2NGjR1OyZEnS09OdHlsRBEGsxTh27Bipqak8evSIihUr8v777zN//nwePHjg1DHmFO7u7jRu3BgfH58ndiU5VWz7PFxGJYvI5XJq1KhBwYIFkUgkxMXFMWDAAJKSkvjhhx/QaDSYzeZMP1THSxoQEIBer8fNzS1bxh0VFUVwcDAffPAB27Zto2zZspQuXdrlCstDVKlShXnz5pEvXz5WrFjBhg0bnD2kJ7h79y4GgwF3d3eKFSuG0WjEYDDkiYJItVqNTqdjypQpJCUl4ebmRtmyZZ06rpxEEAS6d+/O+++/j91uFwtT/fz8xIr63MI1g2SRwMBAxo4dK2pt6fV6YmNjuXv3LoUKFUKpVGbaoDg6PPr7+zN27Fhu3LjBpk2bss13HRcXx/nz50UJh927d/P++++7gvd5BKPRyOPHj1m6dCmjRo16Qn02L2Cz2Zg+fTqhoaFMmzaNFi1a5JndikKhQCqV8vjxYzF4X6RIEQoXLuz0XV5O4ejV5KjDKVy4MKNHj0YqlWZpYfuquIxKFpDL5TRv3hwfHx/kcjmHDh1i27Zt6PV6hg0bxt69e5FIJGKTpFfFoXBssVjw8PDA3d09R5oJmUwmQkJCCAoKYvHixbRs2dK1Y3ESEomEli1b0qNHDx4/fkzTpk0ZNmwYycnJzh7aM0lMTOTx48colUqGDx8u7hDywm5FoVCg1+s5evQoDx8+pHbt2nz66adOHVdOUbRoUerVq0dkZCQ//fQTBQsWpHTp0ri7uwPZnzbtkmnJAaRSKV9++aXYMyU1NRUvLy9sNhseHh6kpqYyevRozGZzpuW1HYHPzz77DIVCgd1uz5EMG51OR//+/dm6dSuBgYH06dPnPyMJntf552JDIpHQtm1bFixYwLRp0yhSpAjJyckZ6mLoLEwmExMmTODgwYMYjUY+/fRTTCYTJpMpT+wIYmJi+PnnnzGZTBgMBlq1akX58uWdPaxsJTAwkMWLF1O/fn1kMhmHDh1ix44dJCcn4+XllSOq2K52wjmAUqnkiy++QKvV8vjxY65fv87BgweRy+WiCqhUKhVVi1/1wTp6pygUCjp27AjA4sWLs13TyUFcXBwDBw7k0qVLz+3R4iL7+efE27p1a2bNmoWPjw/Lly9/bQLKjvjhjh07+Oyzz1i/fj16vV7MPsptHDt8qVTKxIkTAVi7di29e/emRo0a1K5dm+vXr+cJo5dVBEGgcuXK1KtXD71ej9lsJn/+/Kxduxa73U5aWlqO7BpdO5UcwM3NDbVaTWRkJJcuXWLChAkcO3ZMFGxz7FCsVitpaWkZFoB04DAqNpsNi8WC0Wh8qrVrdhMdHc2sWbPYtm0bWq2WggULunYsuYQgCFSoUAF3d3cWLVqUJ2MoL8IhdqrRaOjevTt6vT7HFkAvw2w2k5KSgre3N61ataJKlSpcvnyZuLg4dDodAwYMoG7duv8JF2+BAgUYPXo0JpOJe/fusX79ek6dOoXRaGTVqlUcPXoUuVyO0WjM1rnDpf2Vzfj7+zN9+nQqVqxITEwMy5Yt4/z582i1WlQqFRaLBa1Wy7Zt21i6dCleXl7o9fpXMioOAckCBQogk8m4f/9+rr2kgiAwZMgQjh49Srt27XI1x/1NQiKRULp0aWrXro1UKmXJkiV88sknjBs3jqSkJGcP75V4+PAhU6dOpXjx4lSsWBF3d3en1NE4Gtnlz5+fWbNmIZFImDhxIn/++Sfr16/HZrNRtmxZli5dSmBgYK6OLbuRSqVUrlyZsmXLIggC+/fvZ86cOSQlJaFSqahcuTL79+9n8uTJYs+Z3HgeLqPyigiCQK9evWjfvj0AXl5efPLJJ2i1WtRqNRKJBEEQxN4n7733HuPGjXslo/LPznojRowgX758DB8+PFcnGpPJREBAAD/88AMdOnTI0fajbyKCIPDuu++KHUN9fHyIiorixIkTr51Bgb9/L5cuXSIiIoK33nqLDh06iNL4uYnFYsFgMDBixAjeffddwsPDuXHjBikpKTx69IirV6+K7bgdMYjXFS8vL6ZMmYJCoeDmzZuEh4eTmpqKm5sbSqUSi8WCIAh8/vnndOnSRWysltNuP5dRyQQOKfuHDx9y6NAhpkyZImabOLK90tLS6NGjB1evXkWlUokNvDKCY7VVqVIlihcvjlarfeWdTlaw2+3Mnj2bJUuW4OHhwaRJkyhYsGCuXPtNQBAEGjZsyOLFiylatCh37tzJ9ck3J7h48SJLly4lICCAkiVL4ufnh16vz7XdiiORxW63U6hQIW7fvk2fPn3Q6/WoVCp27tzJH3/8gdFoRKVSMW7cODw9PXNlbNmNVCqlSZMmFChQAIvFwrVr11i9ejVKpVJc4N6+fZspU6YglUqpVq0aQUFBGI3GHI9zuYzKK+KozE1PT0cikbBq1SqioqLQaDSim0gikaDRaIiIiKBnz57s2LEDuVyeIR+uI8hoNBrp2LEjFStW5MiRI0RHR+f0rT2BTqdj7NixTJ8+nQ0bNpCamvrMTnouXg2pVIpcLqdv374ULlyY3bt3069fvzybMvwq2Gw2Ll++TEhIiNjONzdjK474o81mY+/evQQHB/P48WO8vLxELb6QkBDOnz8vKhj/73//ey3duxqNhm+//RYfHx+uXbvGqVOnsFqtuLm5IZPJxPblV69eJSQkhA8//JCPP/44V7LyXEblFXC4LMqXL09kZCS//vor4eHh4nbzn8fJ5XI8PDx4/Pgx27dvRy6XZ/hhOlater0eiUTCsmXLiIqKypF7ehGpqamMHz+eESNGULhwYZYvX06HDh3+EwFOZ1CxYkWWLVvGl19+yfr16xk7dizffPONU55tTuFQTj5z5gzt2rWjWLFiuRJbsdlsGI1G0tLSaN++PZGRkVy+fBkPDw+xOZVarWb37t3ExMQQHx+PWq3myy+/zLbGVbmFRCKha9euFC9eXEw537x5MwqFQpyHJBIJ7u7u3L9/n+DgYGbOnMm5c+eQyWTZYlRc2V/ZRIUKFejTpw8Wi4W1a9cyc+ZM0Yf574nWsaKXSqV4eHhgtVoztEpwaH21bduWDz/8UPSLOgubzYbVaqVUqVK0adOG6dOn06FDhyz3iHmTEASBihUrsnLlSj7//HPq1q3Lzp07mTZtGpGRkc4eXrZit9v5888/uXHjBvXr16dChQqYTKYcT1G3WCzo9XpatmzJpEmTKFu27BOFx1KpVJQ4WrduHVeuXOHBgweULl2agQMHotFocnR82YlWq6VVq1bY7XZu3bollhr8u1WwTCbDy8uL+/fvM2vWLK5du4ZEIkGv12c5tuLK/soGZDIZ1atXp0iRIgiCQHh4OPHx8eJ289/YbDZ0Oh1169bl8OHDdO3aleTk5Je+XBaLBYvFQqFChShVqhTHjx/n4sWLOXVbGebgwYPMmTMHLy8vZs2aRePGjZ09pNcGPz8/fv75ZypWrMiZM2eYOnVqrgRMnYXdbuevv/4iNDSU4cOHU7hw4Rzvt6LX66lXrx4zZsxAo9EQGxv7lLtWLpej1Wo5evQoEyZMEPsdDRo0iG7duj1xbF5182q1WoYMGULNmjVJSEhg6tSp/Prrr6jV6qeSaQRBQCaT4eHhgbe3N3K5HHd3dzQaDampqTkm3eIyKhmkSJEijB07FoPBQHh4OFarVdxuPu8HaDabUSqVBAYGUqpUKdzc3F7YetURaHQ05QL4/fffcz2e8iySkpKYNm0aCxcuFP3/jhWgi2dToEAB6tWrh7e3NwaDgdOnT9OlSxdu377t7KHlKHa7nV9//RWbzSYmeGR3ncQ/r+V4ZwRBQKfTMX/+fLZv3y4WITsQBAGNRoNSqeT+/fuEh4fz4MEDVCoVNWrUeKLFcF41+K1bt+a7775DoVAgk8kIDw8XY7jPc0s7MlIBVq9eza+//kq5cuXE+rnsxmVUMoBKpaJp06Z4enpy8+ZNfvrpJ3799Ve0Wu1zUxIdq4SHDx9y+/ZtWrduLQruPc+/7AjSFyhQgDJlyuS6ZPXLSEtL4/vvv+edd97h0KFD+Pj40L9/fxo0aJBnV3bOIF++fHTq1IkVK1awe/duateuTatWrWjTpg1hYWHOHl6uoNfrOXToENeuXaNWrVqiWze7YyuO9HuDwcDvv//Ou+++y6xZs5BKpahUqqd+lxKJBDc3NxISEvjxxx/FVt3/+9//GDduHPny5cvW8WUn+fPnp0GDBsDfdUFXr17FYDCg0Whe6o52lDncuXOHwoULM378eNFlmN3PxGVUMoCPjw8DBw5Eq9Vy/vx51qxZIzYDet5k6lgVXbp0ieXLl6NWq194PPz/eErDhg3p2LEjd+7c4erVqzl1W5lCp9MRHR2N2WwmICCAESNGsHz5cho1auQyLPxtUKZMmcKiRYuoU6cO586d4+bNm8THx5OYmOjs4eUaVquVn376CalUyvDhw+nYsWO2Kxjb7XbS09MxGo106dKFzz77jLS0NBQKhVgz9m8EQUClUqHRaHj06BEnT57k4cOH2Gw2unbtSvXq1bNtfNlNtWrVaN++PcnJyRw4cIARI0bw6NGjl84r8LcxlUgkDBw4kC1btlCwYEFatGiRI9lgLqPyErRaLX369CFfvnwkJyeLee1arfalrh+HDtiFCxeYNWsWFy9eRK1Wv9BdZrFYMJlMyOVydu3axbFjx7L9nrKLR48esXPnTlHduEWLFs4ektMpWbIk7dq1Izo6msGDB9O2bVvOnj3r7GE5BZ1Ox6FDh1CpVHTr1g2pVJptmWCOHUp6ejrffPMNEydOpG/fvqJb6EUZilKpFHd3d+Lj45k4cSIHDx4UXdp9+vTJkzVZAQEBfP311yiVStRqNUeOHOHGjRsZ2qXA30ZFrVaj1+uZN28efn5+dO/eXdQmfFVc2V+ZRCqVMnjwYIKDg4mPjyckJIQ1a9Ygk8meubV+1vfd3Ny4desWEyZM4OLFi881RI7eKSVKlKBXr15iYx1nS4i/iISEBAYPHsyGDRvw8/OjWrVqSKVSAgICsq2Z2OuAQqHAy8sLqVTKzZs3CQ4OpnPnzqxYsYLU1NQ85cLMTUwmE2vXrgX+NjD169cnPT09W1bHjvdFqVTSokULdDodM2fOxGq1IpPJXvpuyuVyvLy8iI6OZubMmRw8eBCAjz76iEWLFuWpokgfHx+WLVtG8+bNMRqNYstymUz2wkXqv3GUOcTFxTFo0CCmT5+O1WrNVMA+R7O/oqKi6NWrF9WrV6dBgwasXr0agOTkZPr27UuNGjVo2LAhmzdvFr9jt9uZNWsWderUoVatWkycODFHhRIziyAI1K5dG4VCQVxcHOPHj+f48eMZ2qU4kEgkKBQKfHx88PPzE/2//zYWDq0vHx8fqlatyt27d9myZUtO3Fa2EhcXx9ChQ2nXrh0rVqzA09OTjRs3smDBgjfCsLi5uTF69GiOHTvGO++8Q1JSEmvWrOHEiRNvrDH5J5GRkUyZMoUKFSrQrFkzcbWc1b+NI0A/ZswYihQpQlxcHIcPH85wkbHDDeaoJYuJiSE6OhqTyUT16tUJCAjI0viyC0EQKFKkCFWrVsVkMhEWFsbmzZvZt2/fczNPX3QutVqNzWZj06ZN/Pnnn/j6+j4hC5UdZMmo2O12+vTpQ/HixTlz5gzLly/np59+4uLFi4wePZr/x95Zh1WRvn38O3P6wKEbBQFF7MDGWGstREVdu7sDu1uxu1dde3XtwBbsRtQ1kRClm9P1vH/4m3llLbo8n+uaa13OOTPPmTMz9/Pc8b3FYjHu3LmD9evXY+XKlXj9+jWAz3nigYGBOH36NM6fP48nT57g4MGDefKF8hJra2uYm5sjKSkJ8fHxePv2LUQiUbZmB8DnoOXo0aNx7do1dOzYkW289SXMbMHR0RF6vR7v37/Hy5cv8/or5Qvx8fG4cOECoqKiAHxObGjatCnq1atXrLWVfoZEIsG0adMwYcIE2NvbG2p3voFarcbjx4+RlpaGhg0bon///uxqJTcwrSRMTEwQFxeHqVOnQqvV/jAL6lv7EIvFEIvF2L17N86ePYvw8HBWKdrV1TVXY8wLxGIxVq9eDRMTE7x58wYBAQFYuXIl0tPTv1kf9zO+7IrZuXNnXL9+He3atUNaWhrbvym35MqohISEID4+HpMmTQKPx0O5cuVw+PBh2Nra4sqVKxg7diwEAgGqVq0Kb29vdrVy6tQp9OvXDzY2NrC2tsawYcNw5MiRPPlCeYWTkxM2bNiASpUqQSaTYfHixUhNTc3WKoWBoigkJCTA2NgYS5YsQbly5TLdVMxS3s7ODjNnzoRAICjSbq8fkZKSgkGDBiEhIQE7d+5Ely5dSkwAn6ZpNGjQABYWFgCANm3aYPz48ZDJZJg0aRICAwMLd4BFlJCQEKxatQrOzs5wdXWFra1trlYrTByAz+dj2rRpaN26NasSnt1JDFOcnJqaiqVLl+Ls2bMICwtDvXr1sGfPHri7u+dojHkBRVGoXbs23NzcoNfrER8fj7Vr10IqlcLU1DTHEzYmMzU9PR2EEHh6ekIgEORZinGujMq///6LcuXKYcWKFfDy8kKrVq0QEhKCtLQ0cLlclC5dmn2vi4sLm58fFhaGsmXLZnotNDS0SLkLGK2clJQUXL16FVFRURAKhZnkWLICMxvas2cPFi5ciAsXLiAhISFTgIzJ+tLpdBCLxVCr1bh69WqxNCyMvlK/fv3Y5TWXy0W3bt0wcuRItr1pXvGj7LucfO5H72/VqhUOHjyIRYsWwdzcHO/fv0dAQAD8/Pxw4MCBPJvplTS0Wi2eP3+OkJAQdOrUCT4+PmxVd3Zh+gxlZGRAJpNBJpNBo9FAIpH8sGbsRzDxFalUiq1bt0KlUkGhUKB+/frYtWsXPDw8sr3PvIDL5cLPzw8mJiaIjIzEvXv3WIOSlZju96BpGkKhEAEBATh06BB69eqF2bNnQyQS5YlOW66MSlpaGu7fvw9zc3Ncv34dS5cuxcKFCyGXy7/S0xEKhVAqlQDAqoYyMH6+wmrq8yUURcHDwwO9evWCUqmESqXC33//jfj4+Gwtrb/cn0AggFAoxPbt2zFq1CjExMRArVaziqpqtRo0TbMS869fv8aBAweKlJHNLs+fP0fv3r2xadMm8Hg8TJgwAf7+/li0aBHMzMzY85iVoOp/YQKU3t7eGDt2bKZricfjwd3dHWPHjoVEIsm0qmSW/hUqVGDdtllddbZq1QobN26Ek5MTevToAWdnZzx58gQ9evTAgQMHimRMsCjx4MEDXLp0CWKxmE1JV6lU2b7GtVotMjIyUKtWLaxYsQJ169aFXq/Pldjpl/GV9PR0nDp1CuHh4UhPT0fdunULxbBQFAUfHx9Uq1YNSUlJ2L17N9asWQMOh5Nt9/u39i0QCMDj8RAUFISPHz+iX79+cHFxYQU5c0OuHN58Ph+mpqYYNmwYAKBmzZpo1aoV1q9fzxoQBqZIB/hsYL6U+lYoFOByudleBeQHzs7O2LlzJ+rUqYPk5GQcOnQIb968gZGRUY7HR9M02xVvxowZMDU1xYIFC9jsFaVSCR6Ph44dO8LKygqRkZHF2qAwMDNRlUqF5cuXo06dOujXrx/KlSuHzZs34+rVq5g+fTpu3LiB27dvg6ZpyGSyH+7T2NgYU6dORYMGDVCuXDmYmZmBx+NhzZo1MDMzw/z58+Hl5QU3Nzd06tQJ+/btw969e6HRaODk5IRly5ahYsWKcHZ2xsCBA7F//35s3779q+MyqtNSqRSEENSvXx/Ozs5QKpXYsWMHIiIiQAgxtF3OIoQQnDt3Dk5OTujXrx/CwsLw+vVr9uGWFRjpoypVqmDNmjVwdnbGq1ev8OjRo1y7WBmPgkqlwpYtW6DT6dC9e3eUKVMGtWrVws6dOzFgwIACUUPgcrlo27YtVq5cCQ6Hg4SEBJw9exYajQaWlpZ5omLBCE7euXMHEydORLly5fDx40cAn5/VXC4XHA4nUzV+lvedm4G5uLh8tYzV6XSoWLEitFotoqOj2b+Hh4ezLi83N7dMlcXh4eFFIigGfNZpqlKlCuRyOVJSUvDmzRskJibmaJXyJYzk+W+//Ybu3btjzZo1rLKqSqWCkZERtFot0tLSsHTp0hLRX4NBp9Ph+PHjmDNnDpYuXYratWujU6dO4PP5aNSoETZt2oSNGzdi+/btP6wRMDU1xdy5czFx4kQ0bNgQZmZmeP/+PR48eAAej4eFCxdi4MCBKFu2LGiaRsOGDbF06VK0b9+e7bLYtm1bVmywcuXKmD59Oho0aJDpt5VIJFi3bh1OnjyJUqVKAficEpuRkYENGzZg4cKFxbKRVmETEhKCuLg4eHl5YcyYMRCLxdnOOtLpdHB1dYWLiwuOHDmCM2fO5JnKME3TrPjrjh07cPjwYbx79w4ymQz16tXDrl274OLikifH+hFNmzbF+vXr4ejoCJVKhY0bNyImJgZGRkZ51iyPiauYm5vj4cOH+OuvvyCVSgF8XiwoFAqkpaXlKCssV0bFy8sLJiYmWLVqFbRaLZ48eYLLly+jdevWaN68OVatWgWFQoFnz57h7NmzbHGcj48P/vzzT8TGxiIxMRHbtm1Dhw4dcjOUPIHD4cDV1ZWVM9izZw8uXLjA+mtzA03T0Gq1GDt2LN6+fQtra2u2lz1N05g/fz6cnZ0hk8nw6NGjYhlP+RlqtRpbt27F77//jkWLFiEjIwNjxoxBUlIS2rdvj86dO2PlypXg8/lwcnJClSpV2FksRVEYMWIERo4cCbVajRMnTqBjx47o1KkTbt68CTs7O9SvXx9qtRqDBw/G8OHD8eHDB5ibm6NmzZpwc3PD8uXLYWRkhODgYHTo0AE3btyAmZkZewMDn1tFT5o0CX/88QeqV6/OpkXv2rULLVu2ZMdtIPsQQrBr1y68ePECLVq0gKWlZbZlQphZOlNRnpaWlqv4wpcwLStMTU2h0Wiwfft2nD9/HsDn7My6deti7969cHNzy/WxfoS1tTVsbGyQkpKC1NRUvHz5EjqdDkZGRnnadoLxoJiZmbHyNNWqVcO1a9cwb948ODk5sfHebO03N4MSCoXYt28f3r59iwYNGmDSpEmYNWsWqlevjoULF0Kr1aJJkyYYO3YsJk+ejGrVqgEAevbsiWbNmqFLly5o164datasiQEDBuRmKLmGpml07NgRq1atgkgkws2bN7F582Yolcocpe59a/9isRivXr2Cj48PevfuDeD/K1NtbGxgaWmJd+/elWiXCtN2Njw8HHq9Hi9evICPjw+6deuGR48eITY2lnVnXblyBcOGDYNIJEKpUqXQqFEjcDgczJo1C8OHD8f169cREREBmqYxZcoUVKxYETqdDsHBwTh06BB2794NiqIwcuRIeHp6wtzcHBqNBnfv3sWtW7ewdetWJCYmsi4FiqIwbtw4TJo0CWlpaXj69Ck7e0tMTMSjR48MBiWXREdHs/HEGjVqsKv1rCIQCHDx4kWMHDkSOp0OEokkTx+0TLzB1NQUarUaMTExCAoKwv3795GRkcEalvyKsRgZGcHDwwNpaWkIDQ3FsmXL8Pz5c5iYmORLyjqTms3hcMDlciGXyxEfH4/ff/8dAQEBqFu3LtLT07P1TMp1EYGzszP+/PPPr/5uZmaGdevWffMzHA4HEyZMwIQJE3J7+DyBpmn4+vpi3bp1sLa2hlQqhUQigVarZStXcwszC5JIJGyAkmkxzBgWqVSKqVOn/nKulcTERAQGBuL333+HVqtlDUOLFi0wc+ZMXLlyBS1atECLFi1Yt5ZAIIBarcbNmzfx8uVLGBkZZeqdwRSTAp8fRDRNQ6/XIyoqCv7+/tBoNLhy5Qqio6NRtmxZeHh4ICoqCq9evcK1a9ewfv163L59m1WLNpA36PV6BAUFwcLCAlOnTkVgYCBkMhnbcvt7MGKr6enpAD7H1pj0/rxOWWcC96ampjh48CCOHDmCQYMGQSgUoly5cqhTpw527dqFwYMH49WrV3kW/xSLxZg0aRLGjBmDZ8+eYcOGDTh9+jQkEkmBNBITiUR4/fo1WrZsifbt22PevHlo2bIlgoODoVKpsvwcLLmVadmAy+Vi8ODBsLa2RkJCAiIiInDr1q3vKp3mFIqi2BuHWfYzOl+MC6AkxVKyAyMOyLBy5UrIZDL2N2GMBVO01alTJwDAq1evsGTJkm+et2/9bjqdjg3KM+dcLBZj5MiRuHXrFg4cOIDDhw+X6H4nhYlWq8X69evRuXNn6HQ6+Pr6Yvfu3Wzf+G/9ZoQQKBQKUBSFCRMmIDU1FYcOHcrTe/O/MNXnAJCeno7t27eDx+OhW7duKFOmDGrXro3du3fj4sWL2Lp1K+Li4nKVASgUCtmJNtN869y5cxCJRF9lMeYXjKyUXq/HsWPH0KpVK/Tt2xcXL17E3bt3QQgBRVE/VU83GBWAzXRITk5GaGgoNm/ejFOnTsHExCRPK8KZ2ZapqSn8/f3x7NkzbNy4EX379kX58uULvctjUUKpVLIr3S810NRqNc6ePYvIyEgMGTIEVatWRevWrTMZJOaCz6pRYAp3GeNeEuNZRQmpVIpt27Zh/Pjx6NmzJw4cOAC5XM5Wev8XpjjYysoKQ4YMQUxMDPbv35//vdb/57LmcDhIS0vDtm3bwOFw0LdvXyQnJ8PDwwNVq1ZFs2bNcPPmTSxbtoztNZRVmBTh0aNHw8/PD1KpFOHh4Th79iybOFCQPYuYpl4UReHEiRP4999/8fbtW/B4PGg0Guj1+p+mHf/yRoWiKAwZMgS1atXChw8fsHr1apw/fx5GRkYQi8V5/pBXq9UwMjJC+/btYWNjgz179qBGjRpwdHTEwoUL2bQ+A8h04VIUBb1ejxMnTmDcuHFIT09HUlISZs+e/dXDhfnNvjfr/e+/dTodkpOTDcakgNBoNDh27BjGjBkDoVCIcePGwd/fH2q1ml0d/Pf9NE1j8eLFUCqVWLJkCTtrzm+YGIu5uTnS09OxdetWPHz4EA0aNEDHjh1B0zRq1aoFT09PWFhYYMmSJVCr1UhMTPxuMSxFUbC2tgaPx4OPjw+GDBkCV1dXKJVKvH//HvPmzcPt27fZbo0FDZfLhUQiwe3bt3Hjxg3Wfcw0HZRKpT+8V355lWIzMzN4eXlBKBSCz+cjJCQEHA4nR3IsWYHD4UCpVCIuLg5VqlTB4MGDIZfLQdM0Hj16lGnGbeBrnj17hri4OCgUCjx48AB6vZ6NT/0I5gEkEAjYtGVGfDAjIwNz5841BOELkMTERMyePRs2NjaoWbMmrK2tv5kJ9qUkS40aNZCcnIy7d+/muHo+JzDxUDMzM1AUhaCgIGzYsAF9+/bFixcv2DH37NkTd+/exd27dzFs2DB4enrC09MTTk5ObEDcyckJbdu2xeXLl/HgwQMsXboU9vb2CA0Nxdu3bzF37lzcvn0bZmZm+TKpzSpcLhempqawsLBgC9d/++03BAYGYsKECWzN4Tc/W4DjLHJYWlpizpw5aNu2LWJjY/H69Wvo9fpv9nvOC5hZT0xMDMaNG4eZM2fCx8cH1tbW+PTpExuENPA1zM1VqVIl2NraIi4ujl1pcLlchIaGQiaTsQoFANi4iEwmg1KpBEVRKFWqFObPn49+/fqhTZs2cHR0hEajQWhoqGGlUoBotVpcunQJO3fuRK9evTBq1CjMnTuXFWz9LzRN4+XLl1izZg2bQJOXWV8/g6nrYCRS0tLSEBYWhri4OFy/fh0ymYxVN9ZqtViyZAl7Pb19+xYrVqwATdOYOHEiPDw82P0plUpERERg1apVuHXrFtLT02Fubp7ruri8hEmGYIoix44di3v37iEsLOyb7/+ljUqzZs0wePBgAJ9nRBs2bEBsbCysrKzy7Qfl8XgQCoW4desWOnTogAEDBmDBggWYMmUKnj59mi/HLAkwnes6deqEgIAAnDhxAk2aNAGHw4GZmRl2794NHx8fVK1aFS1btoRMJkPdunXZfulv3rwBn88Hj8eDsbExqlatiilTpsDKygqpqalF5gb+lUhLS0NwcDBGjhzJik1GR0ez7hZGsYApwBsyZAiAz5lfBRln+BJmYmhpaQmpVIr58+dDr9fD2dkZw4cPh1qthoeHB+rWrQsulwu9Xo/q1avjr7/+AgA2LhEaGoo7d+7A1NQUFy9exNmzZ9nVEPP9ixJisRiBgYGYNm0a+vTpg1KlShmMyn+xtbVlM1ASEhJw+/ZthIeHQywW58sqhYFZSlMUBXt7e1SvXh16vR5yudygH/UDQkJCEBYWBhcXF/Tq1QtNmjRBjx49oFQqcfv2bbatrFgsxoIFC+Dj44OmTZsiLi4OR44cQXR0NC5fvozu3bvD3d0dW7duRZUqVaDT6XD58uVfLo27qBAcHIxz587h999/R8uWLbFt2zYolUoIhULodDqkp6fD29sbHz9+xLNnz9hMqMJMaGEyEU1MTKBQKKBUKhEaGoopU6ZAr9fD29sb9+/fh16vR8eOHVm1EIqikJiYiNOnTyMiIgJ//fUXG3dhUqSLaqsIHo8HkUiEU6dO4dy5c1i6dClu3LjxzfcWzW+Qz1hYWGDTpk34/fffERsbixs3bmDp0qWIi4vLM22dH8FkUFSvXh2tWrUCh8MxuF5+QlBQEIYOHYrNmzejadOmAD7PdBcuXIjdu3dDqVRi/fr1iI+Ph7e3N5o1a4bIyEhMnjwZ169fh06nw8SJE6HRaNCrVy/QNA21Wo3jx49j4sSJSE5OLuRv+Gvy4cMHvHjxAu3atUPDhg0RFBSE8PBwVgeuefPmWLx4MZYvX47g4GA2NlHYMOMQi8UQiUTQ6XRQq9VQKpU4d+4cTp48CZFIhIiICFAUBa1WCw6HA4FAgDNnziA5ORlCoRDGxsas/llR+F7fg6ndoSgKGRkZrNLAt/gljYqjoyMaN24MAAgMDMTSpUvx6dMnWFpa5nu2BbOkZyS8GakEQ03EjyGEIDAwEL169UKVKlUAAAkJCbh06RK7wjt58iSCgoJw/PhxCIVCvH79Gg8fPmTPbXJyMqZPn46goCBWNufKlSuIj48vtO9lADhx4gRq166NFi1a4MSJE3j9+jW4XC5UKhWqVq0KCwsLpKen50jcML9hjMuXorFarZY1MP/88w97vzNxFIFAACsrK9bNVdS+0/dgJPP1ej2uXr3K6uL9l1/KqFAUhbJly2LTpk0QiUQIDw9HdHQ0Pn78mOseBVmFcXVVrlwZo0aNYuUPbGxsMrUHMPBtgoODERwc/N3XU1JSftjwLTExke2bbqBoEB4ejlevXqFmzZpsNXloaCi0Wi1UKhX27duHK1euFMj9mRuYsfF4PLY9A+OVYOByuawhKcrf5Xsw7vsfuel+KaPCKNnWrVsXKpUKL168wLZt28Dj8Qos24KRD6FpGuXKlYNQKIRarcb06dNx9+5d3Lt3L9/HYMBAUYIQgi1btqBevXqsPqBSqYSlpSUuXbqEqKgoVueruDyI/7uC+ZX4Zb4tRVGoUaMGqlWrBoVCgcjISLx+/Rqpqal5Xjn/PZiKeoFAgJo1a4KmaRw5cgTW1tZo27Ytq4hrwMCvRlJSEu7fvw+hUIjq1asjNjYW8+fPh7GxMUaOHMnWiBgofH4mYVS08tbykQYNGmDHjh2wtbVFREQEjh49inXr1oHP5+e6k1pWYXSnrK2tMW7cOLa17vnz53Hw4EG8f/8+38dgwEBRRKfTYeXKlcjIyMDMmTNRtWpVdO3ala05Kmoptr8qTB3YL6/9RdM0fv/9d3h4eCAyMhJ79+7Fjh07QAiBhYVFgV2wzI/RqFEjiEQiJCcnIyAgAOfOncPff/+dSbDNgIFfDaVSiYsXL4KiKPj6+rI1HQCKbQyipMG0KvjRb1HizT+Hw4G3tzf69u2L1NRUyGQy3LhxAyqViu1RUBAXK+P6MjY2Rv/+/WFnZ4d3797hwoUL4PP5WLJkCQ4cOABbW9t8H4sBA0URrVaLQ4cOwdbWFn369EFISAjbE8ewUikaaDQa6HQ6/PHHH999T4n/papUqYJ169ahVKlSbDe3d+/e5Uk3x+zApBADn9vi6vV6XLx4ETqdDlwuFzVq1ICXlxfs7OwKbEwGDBQ1GNFGiqKQnJyMJ0+eFHqxo4HPMM8wQsh304mBEm5UuFwuatasCSsrKyQmJiImJgaRkZFs5XVBzn50Oh10Oh1cXFzA5XKRkJCAgwcPQqfTQSqVYty4cVAqlRgzZgyMjIwKbFwGDBQltFotgoKCEBUVxYp/qtXqEt0NtbjAxFO0Wu0PJf5LrFHhcrno0aMHFi9eDKlUinfv3mH16tW4fv06TE1NC1RS+susr8WLF8PGxgaPHz9mBSQJIQgNDcWDBw8gEol+uRREAwaAz7HP3377DZUrV8aQIUPg5OSEZcuWwd7e/qdy6wbyH71eD41GA1dX12+KfjKUSKPC5XLRt29frFq1CqampggODsamTZvwzz//QCgUFli2FwMhBEqlElqtFjweD4QQzJgxg+1/DgAZGRno378/hgwZku1GPwYMFHdomkbnzp3x119/Ye3atShdujTc3d3RunVrtG/fHjKZzLBaKWQ0Gg00Gg26dOmC33///bvvK3FGhaZpDBgwAP7+/jAzM0Nqaiqio6Nx+vRpCASCAmvN+SVqtRpqtRqdO3eGnZ0dVCrVN9vfSqVSqNXqQlNgNWCgsKBpGr1794aNjQ1Onz6NR48e4c6dO+ByuZDJZKy2liEzsvBgXPjp6ek/jP2WOKMiEAjQvn17mJqaIiYmBm/fvsWJEydAUVSBFTl+CSPLQtM0WrZsCRsbG2zevBkJCQlfvdfR0RF79+7FrFmzCqXjmwEDhYlarYZCoWBrtk6cOAGdTodu3bqhRo0akMvlBhdYIcGkEtM0DZVK9UNF9RJlVMRiMUaOHIkGDRogNjYW4eHhWLp0KS5fvsyqgRY0Wq0WCoUCPXv2RL169SCXy3Ht2jUoFIqv3mtqaorGjRujdevWsLCwKPCxGjBQWOh0OixatAj9+/fHy5cvAYB1d3l6eqJUqVJQKpXfbdFrIP9gAvRKpRJt27ZF69at2aLUb1GijIqvry9mz54NpVKJ169fY9GiRbh+/TpMTExgZGRU4GmJTNdBsViMypUrw9raGsuXL8eLFy+++f53795h7ty5KF++PKZNm2bIzTfwy0AIQUhICE6fPs22dT5x4gSOHDkCvV4PU1NTcLlcw2qlkFCpVODxeChVqhTq1KnzQ0mpYv3U+rLK1tTUFHXr1gWHw4FWq8XWrVsRFBQEY2NjGBsbF8oDmlmltG/fHt26dUNCQgKePXv2XSVijUaD2NhYCAQCODo6GnLzDfwSlC5dGl26dEGZMmUy/T0tLQ2PHj1CbGwspkyZgv79+0Ov1xuUvAsYvV4PhUKBhg0bYvDgweDz+SW3op4QAkIIjI2NMWvWLAwePBgymQxBQUF49+4d2zq2sALfTIBeq9XCyMgIBw8exM2bN3/4mYiICJw7dw7Xr183zMgM/BJ07NgRe/bsQZ8+fb56WO3duxd79uyBmZkZJk+eDCsrK2RkZBgywQoQvV7Pqqvb2dnB0tKy5BoVADAyMsKcOXMwatQo1vcXGBiIV69ewdjYuNBqPhjr7uzsjN9//x2EEKSnp//0Znjx4gV69uyJHTt2gMvlGlYrBko0bm5u8PX1BY/H++bkT6lUYtu2bewKvlu3bqAoCiqVypAJVkDodDpotVpWokWv1+PJkyfffX+xNypWVlbo3r07CCGIiorC5cuXcffuXYhEIojF4kJ7KDNpw1WqVIG3tzdCQkJw4cKFLH1Wq9Xijz/+wD///MO2zjVgoCRSrVo1eHp64tmzZzh79uw3DYVCocCmTZug1+vRrVs3SCQSyGQyw0q+APhSmoVpi0wIweHDh7/7mWJtVGxsbNh6lLCwMAQFBWHJkiWIjIyERCIptEA3k0ZcunRpjB8/HgDw4MGD7wbo/wvT+6V169Zwd3fPx5EaMFC43LhxA4MGDULfvn3x6NGjb75Hq9Xi1KlTSE1NhZWVFSZPnsxWdxvIX3Q6HRQKBTw9PTF8+HA2lfhHHqBia1RsbGywadMmdOzYERwOBxEREVi6dCmioqJgZmZWqK1HmVhKxYoV4e7ujoSEBBw6dChby3VmZuDo6GjQAjNQYklMTMTRo0fx6tWrH74vNTUVCxYsAJ/PR+XKlVnpI4MLLH9hlNUnTpyIWrVqwcHBAXK5/IfJEsXWqPTp0wc+Pj7QaDQICwvDhw8fkJCQAIlEUqgGhbnYzc3NMXPmTBgZGSE+Ph7Pnj3L1n4+fPiAsLAwtG7dGh4eHvk0WgMGCg+hUIg2bdqgcePGP/Uq6HS6THp5ZcqUgVKpNLjA8hFCCPR6PdLS0nDy5EnIZDJwuVzs378fd+7c+e7niq1RqVOnDlQqFSIjI3Ht2jUsXrwYFEUVWvowA5PyqNfrYWxsDIqiEBQU9MMK1P9CCMHOnTvRoEEDtG7dGiEhIfk4YgMGCh6hUIjRo0fj4MGDmDVrVpYKk5OSkrBv3z44Oztj/PjxUKvV35Q7MpA3MFX05ubmGDZsGCwtLQHgp0WoxdaoVKhQAR8+fEBAQACWLl2KlJQUmJiYFKpu1pc9U7p27QojIyNERkZizZo12TIqwOcfLjk5GSkpKfkxVAMGChVLS0s23hgQEJCl+EhaWhquXbsGW1tbNgtJpVIZViv5AE3T0Ov1UKvV0Gg04PF4sLe3x4cPH3Dv3r0fnvNia1QUCgWOHj2KVatWIS0tDWZmZhAIBIWagsu4vng8Hvr06QMej4ft27ezFcLZhcvlYvLkydiwYQPs7e3zeLQGDBQeUqkU9+/fx8uXL7Fjx44s1528efMGf/75J6pUqYIOHTpAqVQaYiv5AGNQOBwO+vfvDw6HA71ej3v37uHkyZM/PN/F1qikp6fj9evXSEpKgpmZWYHL2X8LRuJeIBCwjWz++eefHGepcLlc+Pr6olu3bnB1dS3072fAQF6Rnp6OCRMmYOLEid/UwfsecXFxCAoKQoUKFbBs2TK0bNnSkF6cDzA1f1wuF82aNUPFihXB4XDA4XB+asCLrVE5deoUrl69WuiBeQZmlaLVajFjxgxwOBzMmTMHSUlJOd6nXq9HfHw8xGIxVq1axfo0DRgoztjb26Ns2bKIjY3F/fv3s+0avnnzJk6cOAEHBwdYWFj8VDXXQPb50vWVmpoKkUgEnU6HxMTEn3622BqVvXv3QqFQFHpgnkGv10MqlcLR0RFubm5wdHTEv//+m6tcerVajfHjx+POnTvZms0ZMFBU4fF4WLZsGa5evYoqVarkaB/JyckIDg5GUlISbG1tIRKJoFAoDC6wPISRZnF1dWWzwF69eoWlS5f+dFVYbPvWKhQKVrm0sCGEQKFQQKlUYsCAAXB3d0dAQACSk5Nzve/379+jc+fOoCjKELQ3UOypWbMmatSoAUtLSwiFwhzvZ//+/XBycsLw4cPx4MED3Lt3D2Kx2NCHKA9gvC4URWHMmDGoWbMmgM9p3Vl5phX+FD+H0DQNHo9X6G4v4LNVl8lkqFatGqpWrQobGxucOXMGsbGxebL/lJQUpKamFonvasBATqEoCoMHD4a7uzvu3r2LDx8+5HhfUqkUzs7OMDc3R9u2bSESiaBUKg2rlTyAiQ0z5RFOTk5Qq9U4depUljwvxdaoUBQFvV5fJC4ihUIBlUqFevXqoVGjRqAoKk/HZWtri3Xr1mHSpEkQiUR5tl8DBgoSQghu3bqF5ORk7N69G1FRUTnel16vx9GjRxETE4MePXrA3t6ebTtsIHdotVqo1Wr4+PjA2dkZWq0W8fHx2LZtG7hc7k9XmMXWqBSVHHWdTge5XI7atWujZ8+eAIBjx479sOI0u1hYWKBLly6YNWsWJk+eXCRiSAYM5IQjR45g6NChuHHjRq72QwjBuXPnEB4eDj6fj+nTp4PP5xf6aoWJPzD93BmFXyboXdSNHpP1pdFoUKVKFXh5eYHH47HPWa1W+9P072L7dLKxsYFOpyt0qQYm86R8+fKoVKkSrl69imnTpmUpSyKrhIeHY/HixeByuWjSpAnMzc3zbN8GDBQEIpEILi4uEAgEOHv2bK5WKQwqlQqLFi1Ceno6ateuDQ6HA7VaXShGhRACrVYLmUyG5ORkJCYmIi0tDampqYiPj0dsbCxiY2ORlJQEmUwGjUYDrVYLnU5XJLwtX6JSqWBkZAS1Wg2hUAiVSoW5c+ciKSmpZBuVv//+G2PGjGFXLIUB43MsX748pk6dCo1GgxcvXiA+Pj5Pj6NUKnH79m0kJiaiXr16GDNmjCG+YqBY8dtvvyEoKAgTJ07Ms5U204I4MjISMpkMZcuWZdP6CxJGSSMpKQkJCQkwMzND1apV2QZ91apVg5eXF+rVq4eKFStCpVIhKSkJ8fHxSExMhFQqLTIrGK1WC6VSiT/++AO+vr7QaDSIjo7G3bt3s3xei61R0ev18PPzQ9OmTaFQKApltcKslGiahpWVFSIjI3Hw4MF8mXk8f/4cEyZMwLNnz/LcaBkwkJ+YmZnht99+g0AgQEJCQp7eHzKZDH5+flAoFFi4cCEoiirwPvZarRbJycmwtLRE7969cfDgQZw8eRJ16tSBl5cXTp8+jTNnzuDcuXM4ceIEqlevDh6Phw4dOqBcuXJITk5GWlpakTAszEqEw+HA1dUVPB4Ps2bNylZSReHn4+aQZcuWoWvXroiMjGSXngWdDcZUzzdv3hxSqRSxsbEIDw/Pl2NptVqcOHECAQEBhR5HMmAgO1SvXh3Dhg3DnTt3sHPnzjw1KoQQJCcno0yZMkhMTESrVq1w8eLFAqlfY9qZy+VyKBQKtG3bFqtXr4Zer8fNmzcRGRkJDoeDM2fOQCKRAPgs9R8REYEqVapg69atiI6OxsiRI3Hr1i3QNM32gSoMTwTzHGWyWQkhoGk624oFxdaoXLt2DVeuXGEzrVJTU2FsbAyBQFAgopJMgN7GxgZDhgxBYmIijhw5kq+zDb1eDy8vL/j6+mL//v24fft2vh3LgIG84u3bt9i2bRsiIyPzxVWdnJyMo0ePol+/fvD19UVAQABUKhU4HE6+PJx1Oh3UajV7r8vlcpQtW5btQHvs2DFMnToV8fHxoGkaw4cPZ/sjAZ8niGZmZtBqtShXrhy2bNnCGhatVguBQACBQFDgk2SmBXrFihXRoEEDKJVK8Pn8bO+n2Lq/TExMYGxsDIlEgk2bNmHmzJmQy+XIyMjI92UkU+xIURRGjx7NFj4ePXo031cRnp6e6Nu3L+rWrVuoiswGDGSV6OhozJgxAzt27MiX+yMjIwOHDh0CTdNQKBSgaTrfRCY1Gg3S0tKQlpYGlUqFtLQ0KJVKVKhQAdWqVcPDhw8xc+ZMJCYmwtTUFFZWVjA3N4eJiQlMTEzYf4eFhWHMmDG4fPkySpcujZo1a7LKyzKZDImJiQWuaabT6aBSqeDm5oZ27drBxMQkR/GpYmtUuFwuuFwueDweateujW7duqFFixagKCrf0wp1Oh1kMhnMzc3RuHFjiEQiLFy48Ifd0PKKQ4cO4e7duxg7diy8vLzy/XgGDOQGGxsb2NvbZ2oLkR9otVpIpVI0a9YM/fv3z3M9MGb8aWlpSE9Px7Bhw3D9+nX89ttvrLurV69eGDx4MOLi4mBhYQFTU1OIRCIYGxvDzMwMpqam7L9pmsbRo0cxZMgQdO/eHYcOHYKNjQ1OnTqFnTt3wtzcnDVYBZUdplarQdM0CCHgcDjgcrlYv3497t27l639FFujQlEUeDweZDIZRowYgYyMDGzZsgUzZsxg/YH5wZfVplOnTgVN04iLi8P9+/cLZFYRFRWFO3fuQKvVGgohDRRZKIpC5cqVcfbsWZw/fx52dnb5erxnz57B398ftra2sLa2hkajyXMjJpPJQFEUateuDS8vLzg4OEAgEIDP50Ov1+PGjRtITEyElZUVjIyM2NjIfzculwtTU1NYW1tDKpXi2rVriIuLA5/PR4UKFdC5c2fs3LkTZmZmyMjIKJDnCuPO9/DwwKRJk6DX66HX6/HmzRukpqZma1/F1qgAn6VahEIhnjx5glGjRuHdu3dITk5mC3jy48dgVinu7u6oVKkSSpUqhSlTpiAtLS3Pj/Ut9Ho9/P39Ua9ePVy9erVAjmnAQHbhcrnw9/dH1apVkZ6enu9pvmq1mtWlKlWqFOzs7PJ0lq/X6yGXy9GyZUtcuHABbdu2xdatWxEQEAAjIyOYmprC0tISZmZmWVJN53A4EIlEMDc3h6WlJUxMTJCRkYEzZ87g06dPaNy4Mfr37w+tVpuvKzwGjUbDpmM7ODjAzs4O8fHxOco0LbaBeuDzbIjP58PU1BT//vsvvL29WekWRq7ZyMgozwJ2X8rb9+rVCxUrVkRISAjCw8MLtIBJJpOxsyamQ5sBA0UFiqLQvHlztiZjxowZSEhIyNY+rKys0K1bN1YSRKVS4Z9//mH19KpUqYKWLVuCoihotVrs378f79+/x7t37+Dr64sHDx5g//79bFZobmEC7TRNQyAQICYmBsHBwSCEQCQS5UjYlqIocDgcNusrKSkJ48aNQ/fu3bF582aUK1eOrc7X6/XsSievYVx7IpEIjRo1YuNR+/fvx5UrV74a88+edcXaqABgf2QulwuVSgWZTIYuXbqgQoUK2Lp1K1JSUlg149z+IEwQrX79+qhbty6EQiE2bNiAmJiYPPo2WUcoFGLEiBEQiURYv349pFJpgY/BgIFvQdM0+vTpA3t7e5w7dw5hYWHZnnQJBAK0a9cOzZo1A03TUCqVeP/+PQICAlC5cmXs3LkTNWrUACEEYWFhOHPmDO7du4dDhw5hzpw5rPuLaYWbWzgcDsRiMUJCQrBq1Spcu3YNd+7cgampKQQCQa72zbjETExMkJKSgocPH2LLli24e/cumxSkVqvB5/PB5/Pz5Fn2JYxnx9zcHEOHDoW1tTXev3+PoKCgHMWlir1RAf7/RyGEQCaToV27dmjbti3Kly+PsWPHQiaTQSKR5DpbirlI69Spgxo1auDixYt49OhRHn2LrMNc4MOHD4exsTEOHjxoMCoGigwcDgd79+7Fw4cPcfjw4RypdX/69AlHjx5Fs2bNwOPx2Na2FEXB09MTNWrUAI/Hg0qlwqZNm/Dhwwd2Nq/X69GnTx88fPgQnz59glAozHHNClOLQlEUjIyMkJCQgKVLl4KiKDYQnxf1MBRFsd1rIyMjMXPmTFbCRavVgqIopKenA/ic+SoWi/PMsDCqJIzEjbm5OU6dOpWpZIMhK5ODYh1T+S8cDgd8Ph/+/v4IDg5Gs2bNsGPHDnC53FxngjCuL+YComka169fR3R0dF4MPVswQTSpVAoLCwusXLkSRkZGBT4OAwb+C5/Px7hx41CxYkWsW7cuV+0fQkNDER0dDUIIhEIhFi5cCBcXF/ZeZu7JiIgINmZz+PBhXL9+HZ6ennB0dIRCocjRvc+4hNLT05GWlga5XA4AkEgksLa2hrW1NetazysoioJQKISlpSXMzc1hbGwMkUiEHTt24NatW1i+fDlMTU2RnJycp03JGA0yY2Njdr/M6i4nxyhRRoWmaYjFYrx58wZDhw7F06dPYWxsDIqici3cptVqIZfL0bp1a3Tv3h2fPn0qtNUBIQTp6enw8/PDu3fvikz3SwO/NlwuFz179sSMGTNQunTpXO/v/v37OHnyJJviWqZMGVhZWcHR0ZGNpWzduhVBQUHsZ6KiohAVFQW9Xg8bGxvQNJ3tQDeT4ZmUlASBQAAXFxeo1Wq2oJKJg+RHfIOJswiFQvD5fHA4HFhbW8PGxgYDBgzArl27YG9vj/T09DxJmWYMs7GxMebOnQtTU1MAyFXzwxL3JOLxeDA1NUVMTAy6d++Orl27spY9pz8Cc+L5fD7KlCmD0qVL49SpU/jnn3/yePRZh0lhbN26Nfr162dwf5UwiuMkwdXVFZMmTQJFUTmKo/wXtVqNsLAwtpW2RqOBvb09xo8fz64QYmJikJGRkelzUVFRUCgUmDNnDlxdXbOlBcbc66mpqVAqlZg4cSICAgLQqFGjAhV+pCgKAoEAOp0OvXv3RpcuXRAeHo6mTZtiypQprKR+bmFEcXU6HWxsbODm5gaVSoXQ0NAc/37F78r9CcyPYWJiwl6Mffv2RY0aNSCVSnP0Q+h0OkilUri7u2PIkCF49+4dnj17BplMltfDzxaMrELbtm3RpEmTYvkgMvBtimNGHyEE7969w9KlS7Fz58482efBgwfx+PFjAJ+TU1q1asXOpj99+vSV1p5er8emTZvw8uVLiMVidoWRVWOg1WqRlpYGKysrDBkyBPXr10dcXBw+ffqUb7Iv34PD4UAikSAjIwO3b9/GwIEDERgYiDdv3rDjyK3hZnq+NGjQADqdDjRN49mzZ1i7dm2Or8ES+RT6MlWvcuXKWLlyJfr06YOMjIxsSx8w2RcikQjt2rWDSCRCeHg4Dh06lI/fIOtUrFgRa9euxZ49e+Dt7W2QxM9nDOf323A4HERERKBbt25YuXJlnqlLpKWlIT4+HoQQGBsbY+jQoRAKhSCE4MCBAzh79uxXn1EqldBoNOBwOOjevTsEAkGWZFuYVYpSqcRvv/2GVatWgcfjoUePHnj27FmeBeWzypcxFlNTUzx79gy+vr7YsWMHBAIBNBoNZDJZjntKfRknHjx4MKpUqcIeV61W53jcJdKoAP9fw/Ly5UscPXoU9erVg4+PD5RKZbZOGNN4x9raGn369EFCQgIOHz5cJGSqAeDNmzc4cuQIbG1tsX79erRt27awh1SiKWoNlYoClpaWWLlyJVavXg2RSJSn94Zer8eBAwfw8eNHdrLIxEgZSZH/otPpsHv3biiVSvTo0QOmpqaQy+U/HReTBeXi4oIRI0YgNDQU48aNw6tXryCRSApFweLLWjxra2uYmJhAIpFAp9OxmoNJSUk5rrxnamAUCgWsra2Rnp6Obdu25Ur4s0QbFYFAgNTUVJw7dw52dnZYuXIlWrduzbrFfgYTsBMIBJgwYQLb9+DSpUtF5uGSmJiIadOmYffu3TA1NUW5cuUKe0gGfiEsLS2xatUqDBo0CK6urnm+kiOE4NKlSwgPD8+U9RUcHIx9+/Z980FKCMH58+cRFxcHExMTTJs2jZ2V/+g4Go0GarUajo6OcHNzw9OnT/Hw4UO2iLow3cs0TYPP52daLS1fvhzHjh1D2bJlkZaWlm3DwqQrf/nflJQUnD59OlcTgxJrVID/90neuXMHmzZtAp/Ph7m5OZt7/jMYPRwHBwfUrFkTJiYmmDNnTqF1mvweSUlJmDVrFry9vXHw4MHCHo6BXwQOh4NZs2ahS5cuuH37Nvz8/PJFrkipVGL16tWsDAvwORj/9u3b735GLpdj4cKFoGkaVatWBfC5Kv9bD12mqJkJzj98+BAdO3bE/Pnz2VVCbrKh8pIvSxrKly+Phg0bYs+ePXBzc4NMJstWzFiv10Oj0cDc3Jwtu0hNTc31xKBEGxXGJ0lRFNavX4/ffvsNZ86cYX2yP4JZpVAUhfnz54PH4+Hjx4949epVkVmlfElycjJu375t6AppoEChaRofPnyAv78/Xr9+nS/3hl6vx+3bt1mDpVQqERER8d33MwV7z58/ZxtNOTk5QSaTfdUlVq/XIz09HcnJyXBycoKXlxf0ej0ePHiA5ORkmJmZQSAQFKlYGlMMOnz4cDx58gSVK1fG+vXrweFwoNFosvwbaDQa6PV6jB07FvXq1UN6ejrGjx+fbQHJ/1KsjUpWlqNM9TmXy0VSUhLS09ORkZEBuVzOLvm+BZPx5enpCSsrK9jZ2WHatGm5PuH5CUVRaNGiBfr37w9zc/PCHo6BEgxTub506VI0a9YMN2/ezJfjWFpa4o8//kC/fv3Y7olMhtn3XDSMJ0ImkyEkJATOzs5YuXIlKlWqhNTUVKSlpUEqlSIjIwMpKSlIT09Ho0aNcOzYMRw5cgRly5ZlM0iLmkEBPhsVIyMjhIWFoXfv3ggICGB1yBiD+q3nGk3T7DOTiR8xz0BHR0fQNI2YmJhcZx4WjTVdPsP4I5VKJbp16wZ7e3v8+eefSE9Ph4mJyVdLWybjS6fToU+fPihdujQCAgIQERFRJFcpDFwuF1OmTEGtWrXw6tUr3L9/v7CHZKAE4uzsjIEDB+LZs2c4fvx4vt4Tvr6+WLFiBSvaKJPJcOzYMVay5EckJiZi0aJFOHPmDGrWrIk2bdrgxYsXSE9Pz5SSy+VyMWTIELi6uuLcuXNISEhgCw+LmkEBPht0xsDGxMSgV69ebAyZoii2Kp5RGGG+w3+VCORyOerWrQtnZ2eo1WpcuHDhm+7LrIhIfkmeGZXExES0b98eS5YsQdOmTZGWloYZM2bg3r17kEgkGDVqFLp27cp+qdWrV+Po0aPQ6XTo0KEDpk+fnm3Jg+xaVMZIeHp6wt7eHnPnzkVGRgZbkc6cPLVajYyMDLRr1w5OTk4Qi8XYtWtXkXct6XQ67N27Fx4eHpgwYQJGjx6NxMTEwh6WgRJE6dKlsXXrVjRt2hTHjx/HyZMn8zUT0sTEBABYmZSXL19i06ZNWa6Sf/XqFQ4fPox+/frhjz/+gJmZGZKSkli3OOPmFgqFePPmDZYuXYqEhARYWVkV6bovmqZhYmICkUgEjUbDKigzGWEAWIVmpt8LsyphAvM6nQ61atViG41t2rQpU9wqp+SZUZk5c2Ym19Ds2bMhFotx584dvHnzBkOGDEGVKlXg4eGBAwcOIDAwEKdPnwZFURg2bBgOHjyIPn365NVwvglN01ixYgVWrlyJnj17Qq1WY/bs2VAqleBwOOwJZ4QjPTw8UK1aNfz555/4999/83VseYFer8fJkycxYcIEeHl5wdTU1GBUDOQZlpaW2LFjB3777TeEh4djy5Yt+V6keeTIEURGRkIgEECpVCIqKipLyQBisRgCgQCOjo6oVq0aeDwe+/zRarWswSCEQK/XQ61WQyaTwdLSMtMqpiiuVBiYdGNGp0upVEKlUmHu3LmoWrUqJk+ejLCwMKSmpkIgEHwzJTolJYVVef/vaoTP57PFkdkhT4zKoUOHIBKJYG9vD+Bzv48rV67g4sWLEAgEqFq1Kry9vXH06FHMnj0bp06dQr9+/WBjYwMAGDZsGDZu3JivRoVp6HX9+nWMHj0aq1evhru7O1xdXZGens5mdDEXGXOhaTQa3L9/H0lJSfk2trxELpdj6NChEIvFoGkaNjY2RX6F9TOEQiEcHBzA4XCg1WoRGxubKS3c2NgYtra27INCLpezQoT/RSQSwcHBATRNQ6fTITo6ukDaQJcEBAIBHBwc8O7dOwwePBgPHjzId3cwo+WVHTgcDhYsWIBOnTpBIBCw14ZarWYLIz98+AAnJyd2Jm9mZgYTExOsXr0a7dq1Y1czRSXr60d8aQQJIahYsSIaN26MgIAA3L9/H/Pnz0evXr3QpUuXr4ykWCyGRCKBVqtFmTJl8OjRI3ai8KOY84/I9RmLiIjA7t27ceTIEfj6+gIAIiMjweVyM4nKubi44NKlSwCAsLAwlC1bNtNrjNZMfs4MuFwuaJrGzZs3MXr0aDRs2BCXL1+GXC5HQkICCCHQ6XTQaDRQKBSoWLEirl+/jlu3buXbmPIavV6Px48fo2LFijh//jw+fvyIoUOH4t27d4U9tBzB5/MxfPhwTJkyBXw+H1KpFOPGjcOpU6cAABYWFpg9ezZ69erFGpWYmBiMGTMGQUFB7E3B5XLh6emJ33//HSNHjgSPx4NGo8GqVauwefNm1r1i4GscHR1Rvnx5vHjxAj4+PtDr9YiKiiqy8UVnZ2c0bNgQrq6uAD5riH369AmnT5/G9u3bWfc20w5j7NixGDJkCGiaRunSpVG3bl2cOHGCbZlRlN1gX8Lj8UAIwejRozFp0iQMHjwYPj4+aNq0Kbty+xLG/ce0DlmxYgXkcjkCAgLYosickCujotVqMXnyZMycORNmZmbs3+VyOduxjUEoFLIzQoVCkel1kUjErgxy2/DmezDtQDUaDdq1a4dZs2ahTJkysLCwAAA4OTl99RmapuHj48OKRxbVm+hbKBQKJCUloV69ehg9ejQmTJhQ7PSk+Hw+Bg0ahHnz5sHU1BSEECQlJbEuPQsLCyxYsACDBg1i08QpioK5uTl27NiBkSNH4sqVK+BwOOjduzcWL14MCwuLTBk9c+fOBU3T2Lhxo8GwfANnZ2ds2LABjRs3xpgxY7Bv377CHtIPoWkaI0eORI0aNQB8rk05ceIEpk2bhoSEhEy/MdNc7969e6hRowYqVKgAIyMjrFq1Cnq9HufOnYNAIPjqWVZUYQLzkZGRWL9+Pbp06QI7Ozu2Nu/Dhw+ZGgra29ujVKlSbEfJUqVKYcmSJbh9+zZSUlJyPI5cGZXNmzejQoUKaNKkSaa/i0Sir1wKSqUSYrEYwGcD82UBoUKhAJfLzTeDwmRzMcH3WbNmwcnJCYmJiQgMDMzkM+RyuahUqRLKlSvHNs4ZMGAASpUqhV27dhVYL/rcEhERgRUrVmDv3r1o3LgxatWqhQcPHhT2sLIMl8vF0KFDsXDhQjZYSwjBwYMHce/ePZibm2Px4sUYMGAAq+b67NkzuLq6wtTUFG5ubpgwYQICAwNhbGwMPz8/2Nvbg6IotghOKBTC2NgYEydOxD///IOwsDAA+Mqnzvz/l0b5e38vSbi4uGDz5s1o1qwZ3r59izdv3hT2kH4KE2fgcrlQq9U4cuQIJkyY8EP39YEDB3DmzBn89ddfaNWqFezt7TF16lRcunSJVdQoyrGV/yIUCuHr6wtjY2MQQvDp0yfcunULu3btwp07d9j3NWjQAP379wdFUTA2Nkbz5s3h6OiImTNnIjAwEOfOnSt499f58+eRkJCA8+fPAwCkUikmTpyIwYMHQ6vVIjo6Gg4ODgCA8PBw1uXl5uaG8PBwVKtWjX2NWapmFabLW1Zglrvt27fH5MmT4erqioyMDIwcORI3b97MdOKYznLt27dHu3btULVqVbRu3RpeXl6IjY3F33//XSweIoQQPHnyBHfu3EHDhg3RokWLYmNUuFwuhg0bhvnz57OpkwxMfYS9vT0rFqjX6xEcHIx+/fqhU6dOmDFjBqtBxeVy0b9/f5QqVQrA5yzFjRs3QqVSYejQoShTpgybpAEAFSpUQN++fWFkZIStW7eiT58+bOzv1KlTuHTpEsRiMcaNGwcnJyd2Rnvq1KkioweXV9StWxeNGzdGWFgYhg8fjocPHxb2kLKFUqnE+vXrfxoP1Wq1bBou06fl5cuXUKvV0Gq1xSa2olaroVAoYGRkhCFDhsDIyIh9DgwYMOArUc0rV67g2rVrAABbW1vcv38fDg4OGD9+POzs7Fg3GPB5BcgY6p9C8pCmTZuSa9euEUIIGT16NJk4cSKRy+UkJCSE1KlThzx9+pQQQsjevXuJt7c3iYmJIQkJCaRTp05kx44dWTpGVFQUcXd3JyYmJsTU1PSnm0QiIUKhkIhEIrJs2TKSlpZGoqKiSN++fQmXyyUAvrlRFEU8PT1JcHAw0Wq1RKPRkNu3bxMzM7PvfqawN5qmCUVRmf5WpkwZMmLECFKhQoVCH19WNoqiyODBg0lSUhKRyWRky5YtJC0tjRBCiEqlInPmzCF8Pp+MHDmSyGQyQgghwcHBpEaNGgQAcXNzIwkJCUSv15MzZ84QKysrcvfuXUIIIampqWTQoEGEy+USPp9PTp8+TfR6PYmNjSUuLi6EoigyZ84colQqiVqtJi9fviRKpZLo9Xqi0+nIhw8fyPXr18n58+eJVColer2e6PV68uHDB+Lj41Po5y6vNwcHBzJ06FBSr169Qh8Lc2387D00TZN169YRnU5H0tPTszx2sVhMAgMDiUajIWq1mpw8eZKIRCJCURTh8/lEKBQW+Y3L5RKKooilpSV59+4d0el0JDQ0lLRr1+6n504kEhE/Pz+SkZFBdDod2bt3LxGJRJnO/ZfPSyMjI+Lu7k6ioqK+ekbnm/lduHAh5s6diyZNmkAsFmPy5MnsyqRnz55ITExEly5doNFo0L59ewwYMCBb+xeLxV+5I8h3lmp8Ph89e/bEgAEDwOPxsGzZMhw4cOCHM0tCCB4/fozBgwfj77//hpubG0qXLo2yZcvmSS53QXLx4kUAyPZqsKBQqVSIjY2FTqeDSCSCl5cXzMzMEBsbi9OnT8PX1xcSiQS3bt3C3r17YWZmhiFDhrC+7jdv3uD58+df7VcqlaJ///6spLdcLseVK1eg1WrZojCdToePHz9CLpfDxMSETT+laRru7u5QKBTg8/lsELdUqVKsQiz5nwSIvb093NzcMh1bLBbD1ta2WLlNvsWVK1cAFN1r578wChrkfxX1WRWPVSqV8Pf3x59//gl7e3s4OzvDzc2t2MXZOBwOOnTowGZ9Dh06FNevX/+pG0uhUOD8+fOYPXs2aJpG+/bt2eLWb/GjlVueGhVmKQUAZmZmWLdu3Tffx+FwMGHCBEyYMCHHx9q2bRtsbW3Z/yffyRwj/ytmdHJygrW1NRQKBSIjI7Psqnj79i3bWc7Ozg7nz58vVgH74kBsbCx8fX0RGxuLyZMno3PnzkhOTsbs2bMRGxvLXsDv379HZGQkKwHOFHsxKaccDgeVK1dm36/T6eDo6AixWAydTof4+HhWcM/BwQHm5ubgcDiwt7eHSCRC7dq10ahRI1AUheTkZISHh2PTpk2YM2cOnJycQFEUUlJS8O7dO/z5559Ys2YN62L48nqSSCTw8/PDsGHDik3mUEmBiYMCn2O7WQ2yCwQCDB06FJaWlgA+u0GvXbtW7O51iqIgFoshFAqRlJSEf//9N8vf4cvnp5mZGebNm4fJkyd/872xsbFsMft/KfqOwu9QqVIlODo6/vR9zA1P0zQbh8lu5T5zsnk8HqytrXM0XgPfRq/XIyYmBiYmJujTpw8mT56M1NRUTJ06FSdOnEDPnj3Z4i7yP+mJBg0asEkfz549w7Jly6DVamFhYYHFixezgX0Oh8OuZqVSKSZPnoyYmBhQFIUJEyagTp06oCgKPB4P5ubmaN++PczNzaHT6TB//nwcPHgQhBBUr14dI0aMAADMnz8fBw4cQLly5b6KxTH8/vvvmDRpEoyMjArkHBr4GqbWLKuTR51Ox66Wgc9Gprjf6zRNZ/tZ9yVGRkbfvYZ/FFsptkZlx44dP80hZy4smUyGli1bomnTprk6pkwmw+PHj7MsEVHUEAgE8PT0hE6nw927d4vELFoqlWLJkiXg8XgYN24cRCIRnj9/Dmtra0yZMgWjR4+GsbExAKBGjRrw9PSEn58fGzxnUsUZmH4TSqUS79+/zxToT0tLg16vZ4OOzIpGq9WiQoUK6NWrF7hcLrRaLTIyMpCYmIh27dqxblOmfikpKQnly5dnDYlKpcqUFRgREYGrV68WC6PCnD8ej5dv2ZcFCUVRKFeuHEqVKgWNRpNlKXi1Wo358+ejZcuWcHNzQ1paGoKDg4td8gWHw0G1atXYEo+crLQIIYiJicGrV6+++54fpRwXW6Oybt26n/7gzAklhIDP5+faqMTExKBbt27Fprr+vwiFQsyYMQN9+vTB8ePHsWfPnkK/aZiVpKenJ6u/Vrt2bdSqVQsA2L8BQM2aNdG0aVNotdpMKwNG96hp06bszfTp0yccOHAA48eP/+qYTAYZ8P91DBqNJpOC65f7Z2Z7TGtb5j3Mf+/fv4+rV6+y73/y5Ak6d+5cLOIp9vb2GDBgAN69e1fsarG+BYfDwdKlSzF27Nhsub+A/5eCBz7H6Tp16gSZTJZfQ80X+Hw+zp8/j0aNGuV4H4QQXLhwAaNHj/6uURaJRLCzs/vma8XWqBgbG/90aUf+p8YplUpzNStnbjSapqHVaovtSkWj0WD37t3o168funXrhj179hSp76JSqb4KrDJqsTqdLpNUNwOj2GpsbIyBAwfCzMwMer0eycnJiImJyXSNiMViiMVitG3bFu3btwfw+ZwcPnwY1tbWrLG5ceMGAgMD2f0Dn6+BgIAABAYGsn16GJ4+fYpPnz6x/0/+J9hX1HFwcMCGDRvw+++/48qVKzh69GiRuh5yAmMUmMkSj8fLksqusbExJk2aBDs7O2g0GoSGhrK1dGKxuMhPELRaLdur/strns/nZ+nzTK0K828OhwO1Wv3dSeePVrXF1qgYGRl9UwTtv4hEImi1WsjlcvYiMTExYR9UP8PMzAw8Ho91EzAXrbm5Oeu7VyqViI+PByEEEokE5ubm7EWoUChYCZiiwMePHzFw4ECkp6fD1tYWSUlJkEqlhT0svH79Gv369WODrEwtyty5c2Fra4t///0XixYtwsOHD2FiYoK6detCLBajSpUqCAoKAgC2OjgmJgaLFi2CTCZjz7uRkRG2bNmC169fo169erC1tQUhBP/++y+io6MzZW/dvHkT4eHhkEgkaNOmDXudffjwAWlpaXB0dMSyZctYw8LEfIoTZmZm2LlzJ5o2bYq3b99i8eLFxcIQ/gydTodt27bBy8sLNWrUgL+/P7p06YLo6OjvfobD4WDKlCkYM2YMRCIRoqOjsXLlSjZOVxyMil6vR1paGpRKJdLS0qBSqWBra4vFixdjyJAhP82CMzc3x4oVK9jMudxcC4XvVM8hzMqDqWz+3sbhcGBkZIS9e/di3759oCgKCxcuZNNMf4SNjQ3WrFnDphFPnDgRqamp4HK5WLJkCe7fv4+HDx/i3LlzqFy5MjgcDkaNGsX+/cGDBzhw4ECR8q3L5XJcuHABLi4uuHXrFoYOHVokbhipVIqAgAAcP34cx48fx5kzZzI1FVIqlbh37x4iIyPx119/sVItRkZGKF++PMqXLw8jIyOo1WqcPXsW165dg1arZbP3OBwOypcvD29vb9jZ2YGiKKSnp7NtpufNm8fO6phYi6OjIzp16sQaDWbWKxaL4erqygpcMtmBxQnmvnj79i0GDhyI+/fvF5mJT24JDQ1FbGwsOBwOqlSpgr59+6JGjRqsJBPw+besUKECqlWrhurVq6N+/foQCoVQq9WIiopCeHh4pp7wP3vOFPbG4XDYgt8JEybg2rVr4HA4qFmzJluA/j0oioK7uzsqVKgALpcLjUaDmJiYHF8PxdaoZBXqf81r0tPT8fz5cyiVStja2mLcuHGoV6/eN91iRkZGqFWrFtauXYv27duDpmkEBgZmUvBkBOmsra1RvXp1LF++HKVLl0bz5s1ha2sLMzMzyGQyxMfHF8kKfHNzc9ja2qJ+/frf9Y0WJgKBAD169GA7WFavXh1TpkwB8Ll1cnBwMKKiothzSwhBXFwcHj58iFWrVkEqlYIQgu3bt2PdunWQy+WscJ5UKsXLly8xY8YM/P3336xbjaIoSKVSVuGYkfzQ6/XIyMjAhw8f2FlcRkYG0tLScP/+fRw8eLBI/sb/xdLSEh06dICLiwuSk5PRuXNntGzZEk+ePCkxBoWBmQiIxWLMmTMH169fx4YNG9C5c2e0bt0aZcuWxdmzZ3Hz5k1cv34djRo1AiEE8fHxePv2LYDPz4GikMySVQQCAcRiMaKiovD69Wuo1Wq4ublh165d6NKlC2xtbVGmTBl28mRra4uOHTuie/fu2LlzJywsLKBWqxEREZErZfNi6/7KDlwuF0ZGRtizZw+EQiHmzp2LXr16oVGjRli9ejUiIyNhbGzM+tWdnJzQqVMnlC5dGhRF4dGjR5g7dy6b8aDVarFw4UIQQjBq1CgYGRnB1dUVK1euROPGjUFRFORyOfr06YOnT58WyQKq0NBQxMTEwNvbG9evX8fmzZsLe0iZ0Gq1uHv3LuvjJ4Tg9evXAIDU1FT07t0blStXZvv2aLVabNy4EdeuXcvkzktLS8Pq1athZmaGKlWqgKIoXLt2DRs3bkR6ejq0Wi0iIiIwZcoUDB06FOfPn8eePXsAAAkJCThw4ADs7e0RFBSEP//8E8BnqZfVq1dDp9Ph3r17P8ySKSqYm5tjwYIF6NevHzZs2IAZM2aU2F47hBAEBgbCzMwM1atXh1AohEAgQNeuXeHr6wuVSoWDBw/C2tqa9SLIZDI26WLmzJlsIW5RWMVnFZqmIZFIoFarsWTJEhgbG2PAgAHw8vJC7dq1cfr0afZaTkhIQKNGjeDt7c2m1Wu1Whw5cgRTpkxBcnJyjidKFClmU5SPHz+iefPmmbJ1fgaTYZSamgqtVovp06dj/PjxEAqF0Gg0SEhIgImJCVv7wFRKx8TE4J9//sGGDRu+2UrYysoKt2/fhru7O/R6PVtHoVarcfr0aYwePRpxcXF5fg7yApqm0bZtW7Ru3Rr79u0rkq2HeTxepqCjRqPJFAdjVqEMarX6uzfCl/vSarVf+YyZltP/PQbj8vpvsyJGL6y4rFD8/f3Rq1cvxMXFZWodUBKhaRoikQgikQijRo1C48aN4eXlBQ6Hw7pUtVotez3odDpERETg4MGD2LZtG1JSUmBubs52hyxOkP+J5yYlJcHOzg4rV65E69at2SJdJhmFecYx1/bdu3dx8+ZNrF69OkuKIcbGxnBwcMDVq1dZXT2GX8KoMGg0GiQnJ4MQgilTpmDKlCmshWZgLqIPHz5gwoQJuHDhwneDVnw+HyNHjsSiRYvYGY9Op8PJkycxevRoxMbG5vBbFgxMKi4jWcJIjxgoWVSuXBmXL1+GSqXC2LFjcfbs2WJhDHMCl8tFr1694OPjg6VLl+LJkyewsbFBjx49wOfz0adPH5QrV459f3h4OD5+/IhKlSqhZ8+eCAoKgoWFRbHqo/JfmKSilJQUGBkZoWPHjhg5ciQ8PT0BfH5GMYXBjx49wtGjR3HkyBF8+vQpy9fFj4zKL+H+YmD6DaSmpuLly5fQarUICQnBpk2bvjIc7969w+PHj3/4kFWr1Th16hRmzZrFGhVCSLHpFMmsrPz9/VGtWjWMHz8ewcHBhT0sA3mASCSCqakpkpOTERYWhmHDhiEpKQl3794tsQaFMRpLly6FWCzG4cOH8ejRI8TGxmLNmjWgKAoXLlxAxYoVAXyeVIWGhqJt27bw9PSEtbU128ivuBoU4PNKjVmZJCcnY/fu3ahVqxZq1qwJmUyGw4cPo3fv3ggLC8PgwYPx4sUL9rM8Hg8WFhY/XKGlp6f/8PVfyqgwXR0rVaqECRMmICYmBgMHDsTLly+/eq+pqSkqV66Mjx8/frd6lKIouLi4ZHLRMLpmt2/fztS7oKjC4XBQpkwZ1K1bFzt37kS/fv2ypRdkoOhhZGQEPz8/9OvXD9OmTcPRo0dx+vTpwh5WvtOmTRv4+/tDJBJh/fr1bKdZBkIIQkJCEBISwv6Noii0atUK8fHxGDNmDMLCwhAaGsoqLxRXGA00oVAImUzGur2Cg4OxZ88etGnTBrGxsV/1yKlfvz527tyZya3MPAuYfWzcuBE7duz47rGL71nLJoQQKJVK0DSNJUuWQCAQ4MmTJwgPD//m+zt37oxLly6hZ8+e33ydpmk0atQImzZtyiQFQlEULCwsUK9evSwXHhUmSqUS48ePx4MHD1CxYkWsX7++SKVAG8geZmZmmDp1KiZPngyJRFLoigkFiVqtRnR0NNavX48lS5ZkqaEeIQRbtmzBmzdv2JRalUpVos6bpaUlHB0dodPpcOnSJTx9+hQrVqyAqakpW2vHYG5ujtKlS8PJyQlOTk7sv52dndm/OTg4GFYqANgCyIYNG8Lc3Jztbf69oiBjY2NYWFigRYsWOH78eKY2nMBnyZM5c+awQfqwsDDIZDKULVsWQqEQs2fPhkajwbZt27LW2KaQIIQgLCwM/fr1w4oVKxAeHl6ibqhfjebNm2PixIlQKBSYNm0azpw5U9hDyneYB9zly5dx//59yOXyrzrP/oiUlBTcvHkTpUuXRqNGjfDmzRtoNJpiWdT6JYxCe/v27dG4cWMQQvDq1SvI5XLcuXMHHh4eMDMzy+Sqj4yMxM2bN9kW75UqVcpUzJ2UlIQXL1780JPxS6xUGLkWQggGDRoEBwcHnD59+oeB9MePH+P9+/do3bo1BgwYkGnVQdM0fH19Ub58edA0jZSUFAwePBht2rTBqVOnoFarYWZmhoULF2LcuHHF4uIMDw9Hjx49MH36dCiVSnA4nGKX+fIrwyjS/vvvv9izZw/8/Pzw119/FXvZlZ8hFAoxYsQITJ48GQKBAMnJydkyKMBnt/jGjRsREhKC8ePHw9bWFgqFotjHnnQ6HSuq+9/vkpaWhhs3buDDhw+Z/h4SEgJvb2+0atUKmzZtgkqlYt2ACQkJmDp1Kvbu3fvDc/NLGBWdTge5XI4ePXqgRo0auH79OubMmfPDSujbt29j2LBhiIiIwMCBA1G+fHn2NQ6Hgz/++AM2NjbQaDRITU1FSEgIPn36hJkzZ+LatWtQKpUQi8Xo3bs3m6pc1GFUXdu1a4d9+/ahefPmBsNSDBCJRJg+fTrWrVuHhIQEjBkzBnv37i3xK04ul4vx48dj6dKlGDNmDExNTXO8L5qmUbFiRTZ1nCmILc4wRuVbKfS1atXC6tWr0bt370z3OLO68fHxwZo1a+Dg4ABCCFJSUjB9+vQsXVcl3v3FrFIYFVtLS0scP378h9LNDLdu3cKgQYPg7u6eSTtIq9Vi2bJlbK5/amoqa6DCwsIwZswYeHl5gcfjITo6ukhoa2UViqJQqVIldOrUCZ6enhgyZAhu3bpV7GdtJRUjIyNMmTIFEyZMQGpqKlatWlUsMg/zAj6fj1atWoEQgpUrV+aqIytT35GWlobJkydjypQpUCgUbDZYcUOv10OtVoOmaVYF4kuXlUajgbm5Oby8vLBv375MRofH48HLywt2dnYghCAtLY1doWRlolLijYpWq0V6ejr++OMP1KxZE/Pnz8etW7ey9FlCCKs3lZ6enunvd+7c+W521/v37/H+/fs8GX9BQwjBvn37UK1aNXTq1Anbtm1Dhw4dWOkKA0UHiqIwevRoTJgwARqNBnPmzMmkllzS0Wq1uHfvHg4ePIh9+/Zl2+31JUqlEvPmzcPWrVtRu3ZtWFpa4tOnT+Dz+cWyCJJpeV2zZk3MmTMHlpaWbPEjU5OmUChQrlw5WFpaskXaPB4PAwYMQI8ePVhlkCVLlmTLlVrijYpKpYJEIkHFihVhamqKhISELGWFMEgkEhw4cAD79+//JXzUABAdHY2xY8eCEAIPD49iOVP7lYiOjoa/vz/2799f7F02WcHCwgLVqlVDaGgo/P39IZVKc/299Xo9njx5gqioKJiYmGDZsmWYOXMm4uPj2fYLxQm1Wg21Wo1y5crBw8MDfD4fcXFxbPH3tWvXsGTJEtjY2LArPKFQiAEDBmDJkiVsC4mYmBjEx8ejcePGAD6fp3fv3iE1NfW7xy7RFfU6nQ5JSUno2LEjVq9ejT179mDp0qXZWiZLJBLcunULTk5OmDJlSpHrQZKfGBkZgc/nIz09vcT754sTxsbG6NChAz59+oSHDx+ygqm/gkEBgO7du2Pbtm3YvHkzZs6cmWeuWYqiUL16dZw9exY8Hg/79+/HjBkzYG5uXqx0wPR6PVJTU6FWqzFt2jRMnToVCQkJmDRpEo4ePcpeJ3w+H1wul9UmrFChAm7cuAErKyt2X/+Nx+j1eqxZswbLly+HnZ3dNyvqS/QUVKfTsYqySqXyh4WM34PJqjE1NcXUqVNzFQwsbjAie6NHj/4qA85A4SAWizFlyhRs3boVM2bMgFqtRnJy8i9jUGxtbeHj44OUlBQ8ffo0T4t0CSGQSqUQCASQSCSQyWRs0L44odfroVQq4e7ujkGDBoHL5eLYsWOZDArwuX6FEdEFPic+MKrczMbIOH25/aybZol1fzGBN3t7e3Tr1g1///13jtqlyuVy7NmzBzNnziw2M5W8xMbGBtOmTYNQKISpqSk2bdr0y6zUihpCoZAVQ5XL5Th06NAvtYK0tLTEqlWr0KlTJ5w9exbHjh3Lc+WHhIQE/P333+jduzc8PT3RpEkT3L17Fzqdju2zU9RhutOamppCIpGwApL/XdG1bNkSgwYNwqJFi3D58mVER0djxYoVmYq5/wshBFeuXPnheS8eZykHMDMMCwsL1KlTBxcvXvyqgDEraDQarF+/ns3n/jJg/ysQHR2NdevWYcaMGZgzZw6USiW2bt1a2MP6JREKhfD29oZCocDUqVOxb9++Xyorz8LCAo0bN8bHjx+xffv2fDGoqamprFGpX78+qlatihs3bkCr1RYLo/JlphfTsfTff//9Zs8fMzMz1K5dG61bt0ZQUBCSkpKwePHiLB2DaT38LYr+WcoBzCrFzMwMq1atwq1bt7Bt27Yc34BqtRpHjhwBn8+Hg4MD0tPTc5W+WJyQyWRYu3YtlEolpk2bBmdn5yz1/DaQdxgZGcHGxoYtshUIBHjw4MEvtUqxsbGBTqdD7969kZaWhmfPnuXbNajT6aBWqyESiVjJFma2X9S9FYQQyOVymJmZYfTo0RAIBAgLC8Pjx4+/eu+RI0fQrFkz9O7dG1euXEFAQECenNMSGVPRarVQq9UoW7YsCCHg8XhfCaflhLp16+LGjRuYMWNGkb+48hJmddK4cWMcPnwYDRo0+OFMxUDeYWxsjOnTp+POnTvo2rUrHj9+jDt37vwyMRQAKFeuHP755x9cuHABCQkJCAkJyddJzePHj7Fs2bJMXUX1en2xuOe1Wi1UKhVMTExQt25d8Hi8r2KhzPeIi4vDvXv3kJqamqcZniXOqDDCkRRFYe7cuQCAGTNm5CqHncHY2BiWlpaoV68eXFxccr2/4oRSqURoaCgGDhyIs2fPYsqUKT/0vRrIPYw45Pjx4wHgh2mcJRUPDw/s3LkTderUQXp6ep7cxz9DqVQiKSkJhBCULVsW9vb2rMxTUYbx0NA0jcaNG0MkEkEqlSI4ODjT2Jl/E0KwceNGNGnS5CtF59xQ4owKY6nbtGmDxMREvHv3LtsZX98jPDwcL1++hKenJ/74449iMXPJSwghePHiBXQ6Hfz8/DB9+nSDonE+UrVqVYwdOxYZGRmYMWMGTpw4UdhDKnB69eqFOnXq4MmTJxgwYAAiIiIK5LhcLhccDgfdu3dHs2bNioVsCzOhZmR7JBIJQkND2dbX30IqlSI2NjZPk29KlFFhJFl0Oh28vb1RtWpVLF26NFvFjj/i9evX2LFjBwghP02rK4kQQrB7925Mnz4dcrkcAwYMgI2NTWEPq8TB4XDA4/Hw/v17bNq0CRMnTsTevXuL/EMtP7hx4wbWrl2LPn364Pnz5wW2Wrh//z5evHgBsVgMlUoFjUZT5LMeGZ0v4PM1JJVKcfDgwR9qHHK5XAwdOhR16tTJs0lyiQrUa7VayGQyDB48GDY2Nti5c2eeB9SvXLmCSZMm4ebNm0V+OZwfaLVa7Nq1CwkJCTA1NWXlHQzkDUZGRpg5cybKlSsHPz8/zJw5EwB+qWuNoiiYmJhAq9XiypUrP01hzQ9evHiBc+fOwcPDAwMGDMCLFy8QExNTpIsgNRoNdDodKyuTlJSE/fv3/9AYcrlcdOvWDSNGjICvr+93+0tlhxKzUmGWfgKBAHZ2dihbtiyCgoLy3A8dFhaGzZs3Izo6Gs7Ozr9kQaBOp8PJkyfx119/Qa/Xo0yZMr9UUWh+YWxsjFmzZmHs2LGoX78+TExMQAj5pQwKTdOoW7cuAgICsG7dOgiFwkL5/kx8gsPhoE6dOrCzs4NGoymyKdzM84/D4WDevHlwdHQEh8P5aQCeKZQsV64c7O3t82QsJcao6HQ6SKVS9OjRAx06dMC8efMy9V7OS7hcLhYsWIDr16+jdu3a+XKM4kKjRo0QGBiIZcuWwdzcvLCHU2wxNzfH3LlzMWbMGMhkMkyZMuWXFPG0sLDA1q1bUbNmTdja2hbqqmDPnj0IDAwETdNshXlRNfB6vZ6t/K9UqRK4XC7i4+N/6jIlhODjx4/49OkTZDJZnoylRLi/GCttaWkJMzMzqFQqJCQk5NlJ+i8URcHJyQn29vaoV68enjx58t0OkiUduVwODoeDfv36QaPRYNGiRYiPjy/sYRU7atWqhRYtWiAiIgL+/v44cuTILxlD4XK5sLGxQVxcHCZPnlyo91VycjISExPZhnX/lY8vSqjVamg0Gtjb28PIyAgymQyTJ09GYmLiDz+n0Wgwffp0iESiPHNlF/uVChOcz8jIQL169TB8+HDs2LEDFy9ezLdj6vV63Lhxg61sLlOmTL4dq6hz7949jB49GomJiWz3SwNZh5EiDwwMRLNmzeDl5YWDBw/+kgYFABQKBc6cOYNTp07h06dPhfoQZ34bPp8Pb29vSCSSIhms1+v1kMvl0Ol0GDBgADw8PEAIQWJiYpbcdcnJyYiOjs6zYtpiv1LR6XSQyWSwsbFB48aNce/ePUREROTrTanT6bBu3TpkZGTA2dn5l56Z63Q6nD59GjqdDs2bN8fTp0/B5/NBCCmSN2BRwtjYGKNGjQIAbNiwIc9S34sjjHBhRkYGe04K27Dq9XpcuHABzZs3R58+fbB3715ERUVBKBQWqXYQWq0WSqUSv//+O3r16gWBQMDGg7ICn8/HyJEjERcXh2PHjkGtVudqPEXnzOQAxu1lZGSEVatWoUOHDoiMjMSFCxfy/dhqtRrbtm3DjBkzfplOe9+DEIKzZ89i4sSJCAsLw9q1a7Fq1SpYWFgU9tCKLMbGxpg7dy5mz56NQYMG/dKFpFwuF71798aRI0dQv379b7a/LQwIITh27Bjevn0LvV7PZlcVNRjXV5MmTeDq6gqtVovdu3cjMjIyS58XiUQYOnQo5s+fD2tr61yPp9gaFUIIdDodlEolrKysULZsWURFReH48eMFmqFhYWEBS0vLIptmWJAQQiASidCsWTMMGTIEK1asMBiWb8DhcDB58mSMGDECcrkcCxcu/GW05P4Lj8dDnz594O/vj6ZNmxZJVzLTkpepAylKcRXGI8D0lmey1s6ePZvlzFe9Xg+dTgcLCwsIBIJcj6lYGxWlUgkej4cVK1YgMjISw4cPx507dwrsRzc3N8fx48dx7tw5VKpUyWBYACQlJcHPzw9JSUno2bMn5s2bV6RcBUUBiqJgbW2N5ORkTJw4EYcOHfplXYVNmjSBv78/JBIJ/P39cfbs2cIe0lfQNM0GwZnJbFGBcX1JJBJYWVlBq9Vi/fr1ePDgQbb2o1QqkZiYmCfXYbG925lCx/Lly0OlUoHL5eLDhw8FOotglsTVqlXDunXrIBKJCuzYRRWdToeAgAAMHz4cr1+/hlwuNxhbfJatb9myJTw9PaHX6zFr1iw0bNgQhw8fLhKunsJCq9UiOjoaGzZswOrVq/NM/SKvIITg9evXSElJwYIFC2BiYlJkdMCYJCWlUgkfHx/06dMHNE0jOjo6W5mvKpUKf/75J3r06IHo6Ohcj6vYBuoVCgVatGiBFStWQC6Xw9fXt8B7naSlpWHy5Mm4cuUKu/Q08NnYnj9/Hrdu3YJarYaXlxc8PDxw/Pjxn6Y4lkT4fD5GjBiBOXPmIDg4GG3btkVycvIv6/IC/l8p9+bNm/jtt9+gVCoLRCwyu2i1WsyfPx9XrlyBubk5qy0oFosLvW89k/VlZWWFZs2aQSAQICoqCmFhYdnaj1qtxp9//slK/OeWYrtSUalUGDJkCEqVKoV///0XKSkpBf5QJ4QgKioKO3bswPr164td29H8hOmTrVQqMXjwYKxduxb+/v6/XIyFx+Nh7NixmDdvHiiKwtmzZ39ZVxcDn8/HsGHDMH36dIjFYvY6KaowlepqtRpdunRhYxCFDVMNX7VqVXTt2hUUReHAgQO4fPlytvclFAoxYcIEeHp65tqzUGyNSuvWreHk5IQtW7Zg/PjxhTbrS0xMxIwZM3Dp0iUIBIJi0R2uINHr9fjnn38QHx+Pnj17Yvny5b9ELxaapiESiWBkZISePXsCABYsWIDNmzcXiQdSYcHhcDB27FgsW7YMo0aNKhaTDLlcjm3btkEikaBHjx5sjKWwPROMbIxOpwNN02xdTU5WGyYmJpg4cSIWL16c6/uz2BqVgQMHwsrKCkFBQYVeJ6LX69GyZUtcvHgRAwcONMQQ/sOZM2cwevRoxMXFoXHjxiVa4ZmmaVhYWKBnz564cuUKvL29MX36dAwcOBCbN28u0jPygoDD4aBt27bgcrlYuXJlsRAkVSqVOH78OMRiMesiKmwNMCbbixHfBP6/OWFO9wd8boiW2wywYjutlkgk2LdvH27dulXYQwEAODk5oW7duggPD8eRI0d+yYZK34MQgvPnz6NDhw7g8XhISUkBRVGws7ODmZkZwsPDS8TDlsvlom3btli8eDFsbGxACIGFhQUOHDhQ6LPaogIhBPHx8fjzzz+xffv2YvO7E0IglUohFothZ2eH1NTUQm0vzLi+HB0dsXjxYvD5fAQGBmLXrl052h+Tipyampprg1lsVypXr17F4sWLi0zhYVJSEpKTk+Hr64suXboU9nCKHHq9HiEhIXj06BF0Oh3Mzc2xZcsWXLt2DSNGjCgRLjFTU1O2L/iZM2fQtGlT/PXXXwaD8gVarRbjx4/HrFmz8k2bLz/4+PEjFi5ciPLly2PRokVQq9WFulphMk8FAgEcHBxA0zQSEhJyvPJLT0/HmjVrMHbs2FxPiIvtSmXdunVFKv3wzJkz8PT0hJ+f3y9dHZ1VeDwePnz4gN9++w3z5s0Dl8vFhg0bsj1zLVOmDFq2bPlVLOvTp084f/48Kx9Trlw5AJ+zjl69eoXAwED2YW9sbAxfX18YGRmBEIKgoCC8evUqS8enKAo1a9ZE9erVceHCBfTu3RsURUEmk0EqlWbru5Rk7Ozs4O3tjeDgYDx+/Liwh5NtdDodQkNDweFwYGRkBI1Gw6p5FMZq5cuWCIQQpKen48mTJzk2dDKZDNu3b8+T4s5ia1SK2g2rVqtx584dODo64unTp4U9nCJPXFwcpk6dirCwMNStWxeEEHA4HDg4OMDX1xdWVlaQy+XYu3cvYmNjv7uf5s2bY/369eByuZluhpcvX+LGjRto2LAhNm7cCEdHR9ZdERkZidGjR+PChQsQiUTw8/PD5MmT2d449+/fx8CBA/Hu3bsffgcXFxf07t0bXbt2haurK/r3749//vknb05QCcLKygrLly9H165dsXPnTgQHBxd6TCIn0DQNhUIBkUiEhg0b4v79+xCJRIWSWswkCjBJHy9evMCWLVtydV41Gg1bqJwbw1JsjUpR5Ny5cwgICACHw4FQKCwyRVJFFYVCgXXr1mWSwbC2tkafPn1Qs2ZNKBQKPHz4ELGxseBwOOxDX6lUZpqlMTdCUFAQHj58CAB4//49NBoNOnbsiNKlS0OhUODKlSto0aIFXFxc4O3tjaCgIEybNg0TJkyAVCrFoUOH0LJlS9StWxeTJk3C1KlTv+sKcHZ2xp49e1CnTh28fv0aK1euLJYz8PzG3Nwc69atg6+vLz5+/Ijz588X23siNDQUhw8fRrdu3fD777/jxo0b0Gg0BW5UmKJHkUiE8ePHQywWsz1fcoOtrS1mz56NsLAwbNiwIcep78U2plIUYWbCc+bMwdGjR+Hk5FTYQyryMLMt5oaIjIzEpEmT8OzZMyiVSrba3NvbGxcvXkRAQADatWv31Y2s1+vx999/Y+bMmZg5cyZ27doFb29vtGvXDhqNBmvXrsWgQYOwfv16aLVaUBQFiUQCHx8fEEIwbdo0TJ06FefPnwcA+Pr6onz58uz+RSIRrKysYGlpCS6XC6lUigMHDmDs2LHo06cP5s+fnyetWEsaZmZm8PLyQnR0NEaOHIkLFy4UW6MSHx+Pu3fvwsTEBEqlElwut1Amjkzml5GREby9vcHj8XKtLAwANjY26NOnD7p27Qoej/fTMXwPw0olj6FpGo0aNULVqlVhZmaWZaVQA58hhODmzZvo1asXHBwcEBwcDODzBe/p6QmRSARXV1f88ccfuHfvHvs5Rlz0y4vdzc0N1tbWSE9Px82bN5GUlIQHDx5Ar9ezn5fL5VCpVAgMDIRarcbZs2fRqVMnODg4QCwWs/vq06cPJk2aBKVSiREjRuD27dvYvn17wZ2YYsqnT5/Qq1cvyGQyPHv2rNgaFAadTof4+Hi0bt0ab9++xYkTJ2BsbFygqxVmVQ98nkwlJCRg3rx5uc6kY+I0WVnx/CiOZDAq+QRN0/Dw8MC///77S2s75ZTXr1/j9evX7P8fOXIEzs7O6NWrF5RKJevyYgq+OBwOKlWqhMaNGyMjIwMvXryATqeDTqfDxo0bcfPmTQBgZdVNTExgYWHB3kDMTXL37l2EhIR81a+b0VMSCoWFLs9RnFCr1bh9+3ZhDyPPCAgIQNWqVTFx4kS2aVdBu8CY65p5riiVSjx//jzX7i+5XI7w8HCEhobmal8Go5LH6PV6PHnyBLVr18aiRYtw8+bNPBFp+9VJS0vDokWLsHbtWuj1ejbzj7mZuVwuxo8fj7FjxyIiIgItWrQA8Hn2FRsbC7lcDgAIDg7GiRMn4OPj883ZFiNv/l8uXLiA27dvg6KoAteYK+pQFFXsVyBZRSqV4vXr14iNjUWZMmVgYWHBpvYWRBYYIQRyuRyEEDRs2BBisRgqlSpPjh0REYHmzZuzmW05xWBU8hhGgE6j0YDH47EPMwO551uig69evcKpU6fA5XIhEAjQqFEjODg4oH379t+UQ4mOjsbGjRvh5eX1XUmdb0n1a7XaX7oz47eoUKEC2rZtC0IIkpKSYG1tjU+fPuHYsWNFQsYkvzh+/Djc3NwwfPhwPHz4EBcvXoRIJCoQiSadTgeFQgGBQICpU6fCxsYGUVFRebJvvV6P5ORkVvIlp7+fwajkA6mpqZgxYwa4XO4vLx6Y39y6dYuNrZibm+Pu3btwcXFB//79ceTIEQCfg8UcDodtRNSxY0eYmpp+V4OrOKa7FjRcLhc9e/bEpEmTWP0pgUCAtLQ0tGrVCsePH8fZs2dL5LlUKpWws7ODWCyGWq2GVqstkO9JCIFMJoNarcbgwYPh5uaW572K3NzcMG7cONy/fx8HDx78rmH5kcExZH/lE1wuFz4+PujRo4dBZDIfYTrfaTQa1m31pSuApmkMGjQItWvXBgDUrl0bI0aMgEgk+qbBp2na0FQsC7Rq1QoDBgwATdM4ceIEVq9eDalUClNTU/Tp0wcbNmyAj49PiYw/EUKwf/9+XL16FWPGjIGDg0OBZIF9uUrp2LEjrKys2EywvKJSpUoYNGgQ2rZt+8P74EfuNsPdk0/Y2tpi0aJFGD169FdBXwP5g4mJCbsikclkUKlU0Ol0cHBwQPny5cHlcmFvbw+RSIQrV64gICCADbxbWFiAoii0adMG9erVg0ajydObtaTh5OQEW1tbEEJw+fJlLF68GJ06dcLy5cuhVCpRunRpbNq0Cd7e3iXSSD948ABqtRrVqlWDRCKBQqHI99WKWq2GWq3GkCFD0KBBA1ZHbfbs2XmmNch8h58paf/ouxqm0PmIXq9HtWrVsHTpUvTv39+QBZbHiMVilC9fHjweDzweD/PmzYODgwPi4uIwe/ZsvHnzBq1bt4a3tzfmz58PgUDAuiUjIyMRHx+PhIQEVK5cGZs3b8b06dPh4+MDGxsbrFy5Ek+ePCnsr1hkSU1NhUwmg0gkQqlSpcDhcHDjxg08evQIhBD4+fnB3t4emzZtYvvIlKTrn6IoqNVqREREwNzcnF0xZ2Vl9uWKJjsBdibrq1SpUjAyMoJKpcK0adNw7NixPDu3UqkUsbGxP1SxAL4dd2QhxYyoqCji7u5OuFwuAVBkN5qmSZcuXYhUKiVBQUGEx+MV+phK2tayZUsSHx9PUlNTSVpaGlGpVEStVpOrV68SKysrQlEUmTp1KsnIyCBarZbIZDKi1WpJeno68fPzIzRNEw8PDxIREUE0Gg1JT08nCoWCxMTEkHbt2hX69yuKG0VRhKIoIhaLycaNG4lWqyWpqalk3LhxRCgUEgDEyMiILF26lEilUqLT6cjr16+Jvb19oY89rzc7Ozty8OBB8uzZM2JnZ0fMzMyIs7MzcXV1JS4uLsTJyYk4OjqS0qVLkzJlypAyZcoQR0dHYmtrS2xtbYmjoyMpU6YM+97SpUuzn3dzc8u0ubq6EktLS0LTNFm+fDnRaDTkzZs3pHr16nn6nXg8HnF0dCSmpqY/fJ+xsTFxd3cnUVFRXz2jDSuVfIJR5T19+jSePn1aIgOWhc2nT58QFBQEIyMjAAAhBAkJCZg7dy6SkpJACMGGDRvA5XLRpk0bVKtWDXfv3sXZs2dZnaTIyEhs374dXbp0QeXKlfHx40fMmjULFy9eLORvV7TgcDjw9fWFi4sLgM8yOIGBgejQoQPs7Owwf/58cLlcbNq0CTKZDAsXLoRGo8G4ceNga2uLDh06YOfOnSVqtaJUKuHh4QEej4c2bdqwLS9ommbrobRaLTgcDsRiMRtoZ54FNE1DLBaDoigolUrodDrw+XxIJBIIhUJ2FUNRFLRaLZv5yCgU+/v749mzZ3n6nTQaDT59+pQ7l2VBrzRyS3FZqeB/szqhUEhEIhGhabrQx1PSNoqiCI/HI3w+n92+tSLkcDjExsaGjB07ltjY2BAOh/PV6+7u7mTJkiWkZcuWX73+q28cDocMGjSIJCQkEK1WS7RaLYmJiSGbN28m/v7+ZOfOnSQtLY2kpaWRqVOnste7ubk5efnyJdHr9eTFixc/nf0Wt43P55OJEyeSt2/fkgcPHhALCwtC0zTh8XiEx+MRW1tbsmDBAjJmzBgiFAoJn88nI0aMIJs3byZbtmwhY8eOZa/ZwYMHE39/f2Jvb0+EQiExNzcnlpaWxM7Ojjg4OBBzc3PC4XBInTp1yNOnT4lCoSB9+/bNl+9Vp04dsm7dOtKyZcvvvudHKxWDUcnnrU6dOuTkyZNk8ODBxWbMJXWjKCpXr/+qW58+fUhcXBzR6/VErVYTlUpFNBoN0el05N69e6RBgwbEz8+PpKSkkJSUFHLlyhXSu3dv4uDgQF69ekX0ej0JDg4ucUYFAHFwcCAREREkKCiIWFhYkJ49e5ILFy6QCxcukHv37hGZTEbu3btHxGIxEYvF5Pbt20SpVBKlUsn+nc/nk8uXLxOlUkmOHTtGzM3NCY/HIxKJhDU6NE2TypUrk6dPnxKdTkfkcnm+GZWRI0cSpVJJFixY8N33GNxfhYiDgwOaNGmCBg0aQCqV4vDhw4U9pF8W8pOUz5+9/ivC9IuxtraGQqHA4sWL2XYFAwYMQJUqVTB16lRs374d/fr1Q7t27dCnTx9UqVIF8fHxcHJyQmJiIhYvXlzk2lXkBampqdi4cSMaNWqEvn37wtzcHPXr1wdFUcjIyMDMmTPx4MEDaDQaUBQFPz8/lClTBsBn9y1TJLp48WJs2bIFlStXhlgsRqtWreDn54cdO3bgzJkziIuLg6urK9zd3QF8LsC8dOlSvnwn5j7IqcveYFTymatXr2Lnzp0YO3YsHB0dC3s4Bgxkm8TERDZlNjQ0FMeOHcOFCxdw/PhxjBkzho1XzZs3D/7+/pDJZOjWrRssLS2RmpqKs2fP4sKFCz9NUy2OyOVyXL58GX5+fqhfvz5WrVqF9u3bAwCrQUdRFExNTUHTNJ4/f862SODxeDAxMYFer8edO3fQuXNnCAQCxMfHQyKRwNbWFvPnz8f48eMxefJkqNVqNi5z69atn2Zo5ZSMjAwkJSXlvDNnwTqvck9xc3/hf+6D9PR0MmXKlEIfi2H7/mZwf317Mzc3J9euXSM6nY58+vSJdO3alY07WVlZkcOHDxOFQkHi4+PJunXriIWFBXF2diZlypQhzs7OJdLtVaZMGdKuXTtiaWlJPD09iVQqJXq9nuzYsYONn/L5fGJhYUEcHR2Ji4sLcXV1Jc7OzqR06dJsppeLiwtxdnZms8ckEgkRiUTE2NiYuLi4kC1bthC5XE4+fPhAFi5cSORyOQkKCiKlS5fOt+8mFotJ5cqViYODw3ff8yP3V66rkh49eoSuXbvC09MTLVq0YN07aWlpGDVqFDw9PfHbb7/h6NGj7GcIIVi1ahXq1avHCi+WxFkMw8mTJ7F+/XpEREQU9lAM/ABicH8B+Nw7pm/fvhg9ejQaNGiAjIwMXLhwATKZDPb29li+fDkqV64MiqKQmJiI0aNH49ixYzAxMUGHDh1Qv359fPjwAREREYiMjCxSbb/zAnd3d/z11184fPgw2rZti4SEBDx9+hRarRbVq1dHlSpVQNM0TExMYGpqCqFQyOppcblc8Pl88Pl8cLlc0DQNLpcLsVgMMzMzWFpawtramm23PW3aNGzevBkfP37ExIkTIRQKYW9vn69eD7lcjhcvXuRcCDc3q4bU1FRSu3ZtcurUKaLT6ciLFy9I7dq1ye3bt8mYMWPIpEmTiFKpJCEhIaROnTrk1atXhBBC9u3bR7y9vUlcXByJj48nnTp1Inv37i2xKxUAbJZSYY/DsBm2n22Ojo7k06dPRKPRkNevX5MuXboQsVhMZs6cSTIyMohCoSD37t0jXbt2ZWflrq6uJCEhgeh0OnLixIlid39mdfPw8CBBQUFErVaTBw8ekCpVqhAAxNfXl8jlcqLVasncuXMJTdPE0tLymzUnWdnKlCnDZpNJJBKyZMkSIpfLSWxsLOnVqxcRCoX5eo45HA7p0KEDqVix4jdfz7eVSnR0NJo0aQIfHx/QNI1KlSqhbt26ePLkCa5cuYKxY8dCIBCgatWq8Pb2Zlcrp06dQr9+/WBjYwNra2sMGzaMFf8riVAUhZ49e2L37t3w9PQskbIVBkoeXC4X7u7uWL16Ndq0aYN169ZhxYoV0Gg0qF27NlavXo0uXbpAIpFAr9fj7du3bNV3SaVmzZrw9PTE06dPMXToUDx//hwA8PDhQwQEBECv16Nly5YoU6YMFApFjutyaJqGQCAAh8OBmZkZ+vXrB4FAgKdPn0KhUGD//v3YuXMnKlasmC+S+926dcOaNWtQp06d7I89NweuUKECVqxYwf5/WloaHj16BODzBVm6dGn2NRcXF7x79w4AEBYWhrJly2Z6LTQ0tES7Hzw9PdG5c2fs3Lkz03c3YKCoQf4nUsj0lrG2tsbqMVopvAAAJpZJREFU1avRrFkzrF69GitWrIBWq4WjoyPWrVuHK1eu4NixY3BzcwOAEqmZZmZmBgsLCwQFBWHEiBHo378/nj59yr4eFRWFy5cvgxACFxcXODo6QqlUQqVS5eh45H996HU6HUQiEQAgNjYWGzZsQI0aNdCqVSt0794du3btynNtQYqiUKtWLTg4OOQoAyzPpswZGRkYPnw4u1oRCoWZXhcKhWxFqEKhyPS6SCSCXq8vkRcj8PkCWbNmDZ4/fw5XV1dYWVkV9pAMGPgu8fHxmDNnDuRyOR48eICtW7fC2toaGzduRJs2bRAbGwulUonk5GTweDxUr14dNWvWhLm5OR4+fIhFixaVqMr5cuXKsVL+Op0O+/btw8uXL796H9Pvx8zMDNWrVweXy4VUKs3RudBqtVAoFHB2dsb27dthZWUFqVSKu3fvYuvWrejevTsiIiLg4eEBExOTvPiamUhJSclxR8s8SSmOiorC8OHDUbp0aaxduxbv37//qpmSUqlke34LhcJMFlyhULBNlkoqUVFRePDgAVxcXAqkQ5wBAzlFq9Xi8ePHSEpKgo2NDS5evAgOh4PBgwdj9+7dAICXL1+ib9++AIDZs2fD09MTt2/fxoIFCxAZGVmYw89TuFwuli1bBi8vLwQHB/9w5n706FHUrl0bw4cPx7x585CcnIxjx45BJpNBIpFk2e1N/pc2rNVqsWTJErahHBPY//TpE5KTk3Hv3j24u7vneSNAQgg2b94MBweHHNUW5dqo/Pvvvxg8eDB8fHwwdepU0DQNZ2dnaLVaREdHw8HBAQAQHh7Oun3c3NwQHh6OatWqsa+5urrmdihFGq1WiwULFoAQYuggaKDIExoaiq1bt2LOnDnw8fHBjBkzQAjB4MGDIRaLYWlpCUtLS9y5cwdDhw6FQCCAUqksUZ1OKYrCb7/9hipVqiAkJAQDBw5EQkLCd98vl8vx6NEjJCcnw8LCAlOmTEFgYCCSk5MhFouzbFR0Oh076TYxMQEhBCEhIXjw4EEmb8/o0aPB5XLzJbsuKSkJfn5+OWoymCv3V2JiIgYPHowBAwZg+vTp7EkzNjZG8+bNsWrVKigUCjx79gxnz55li4J8fHzw559/IjY2FomJidi2bRs6dOiQm6EUC+Li4jBlyhS8ffu2sIdiwMAPUavVCAsLAwB4eXnBzc0NT58+ZWMtTk5O2Lp1K1q1agWFQoHk5OQSZVAYnJ2d8eDBAwwaNAivXr36YdyXEIJDhw7h9u3boCgKrq6u7HNNqVRmKWZMCIFCoYBSqUSzZs1Qvnx5KBQKjBkzBmPHjs20cpBKpUhNTQVFUfmS/KNQKHKUdJGrkfzzzz9ITk7Gli1bUKNGDXZbs2YNFi5cCK1WiyZNmmDs2LGYPHkyuzLp2bMnmjVrhi5duqBdu3aoWbMmBgwYkJuhFAvEYjH8/PywdOlSQ1zFQJHn4cOHuHXrFipWrIhdu3bB398fHA4H27dvx/Xr11GuXDm0adOm2GczfssdzeFwwOFwsHv3bvTv3x/Pnz/PklFQqVQ4cuQIYmJiIBaLMXz4cEgkkkzqxD/7fHp6OgghaN26NSvpotPpvgopAICVlRXWrl2L8ePHfxXHzg3MKm3dunXw8PDI3odzU6dSGBTXOhUAxMLCglUYPXjwIDEyMir0MRk2w/ajbfTo0USj0RC9Xs/2oRGLxcTJyYlcvXqVLF26tEQpEVAURezs7Mj8+fPJ/Pnzc6RYTdM06dq1K4mPjydhYWGkdOnShMPhEFtb2x/WrZQuXZqIxWLC5XJJ9+7dSVRUFFGpVGTFihXEzMzsm8dyd3cnnz59ImlpaWTatGl5pobO4XDI7t27iUwmI97e3l+9nq8V9QayTlpaGmbOnAmZTIbatWuX6MQEAyWDkJAQvHjxAvHx8ViwYAE2bdoEuVyODx8+oH///ti4cWOJKQWgaRq1a9fG+fPnMWHChBwn1ej1ely/fh1yuRw2NjYYMWIEjI2NkZ6e/l03mEajYTOuevTogbVr18LR0REKhQLXrl37brvgiIgILF68GHw+P09r4CiKYlc+2f19DYKSBYhOp8Pjx48RHh4OU1PTwh6OAQNf4ebmBkdHRzx69AhyuRx3796Ft7c3jIyMEBUVlckFExUVVYgjzXvMzMywefNmVKhQAYGBgZg5c2aOU6P1ej2io6Ph6OiI0aNHg6IorFixAmlpaeBwOODz+ex7tVot0tPTodVq0a1bN6xatYpNIV64cCECAwO/exy1Wo379+8jLCwM79+/zzMDr9PpcOzYMbi4uCAjIyN7Hy5g71WuKc7uL/xvaVynTh2yY8eOEim0Z9iK71alShVy7949EhsbS+rWrVvo4ynoTSKRkAMHDpBjx44RR0fHXO2LoihSpUoVcv/+faLVaklGRgYZNGgQoSiKbTvMtBE2NTUlNE2zvVn0ej3JyMggM2fOJCKR6KfH4nK5xNbWlkgkkjw9Hzwej1hZWX2z8Z2hSVcR2yiKytLFYtgMW0FtderUIY8fPyYqlYoEBQURJyenQh9TQW0URREOh0MoimKbaeXVfj08PMjdu3eJRqMhQUFBpFy5coSmaWJkZERMTU2JSCQiHA6H+Pr6klWrVpH09HSSmppKpk2blu1nBPNc+ZYRyOlG0/Q34zQGo1IEN5qmiUgkYi+qwh6PYft1N4qiyNy5c4lCoSCBgYGkXLlyhT6mgtx8fHzI9u3b8211VqFCBXLv3j2iUqnIyZMniaOjI9tymM/nk8aNG5P3798TrVZLUlNTyYQJE3IkPtuhQwdy5MgR0qpVqzxJnuDxeMTPz4+sWrWK2NjYZHrNYFSK4FarVi1y9epVcuPGDdKjR49CH49h+7U3d3d3MnDgQOLi4lLoYynIjc/nkxUrVhCZTEaGDBmSb8dhDItcLidPnjwhGzduJP7+/mTv3r0kPDycKBQKkpKSQsaNG5cjg0JRFFmyZAlRKpXk1atXpHr16rkes1gsJsHBwSQ5OZlUrlw502uGdsJFEGtra9SsWRPGxsb51hbUgIEfQVEU7O3todfr8e7du1+yKNfHxwe9e/fGsWPHcPr06Xw7zqtXrzB48GDs2LEDFStWZGs/OBwOdDodtm7dijNnzuDu3bs50kAkhGD79u2oUqUKmjZtCicnp0yClzlBr9cjMTExkzBwVjCkFBcSQUFB2Lp1a4mWCTdQdKEoCg0aNMDFixexd+9eGBkZFfaQCgUejweVSoXHjx8jPj4+X4/14sUL/PHHH+jZsydCQ0ORkpKC+Ph4bN68GfPnz8e1a9egUChyvP+IiAiMHDkSQUFBOVZH/hKVSoUlS5bgzZs32cuCK3gHVu4oKe4vAKRr167k0aNHpG/fvoU+FsP262w0TZNWrVqRt2/fEoVCQQ4dOpRnwenitgmFQmJvb1+ghcgURREbGxvi4OBAHBwc8vzcm5ubE6FQmGfXipWV1VdxX0NMpYhuXC6XSCSSPLsADJthy8omFovJrVu3iFKpJEePHv0qCFvSN6FQSPr3708GDBhQ4u49mqZJly5dyKhRo75bhZ/d7VtBf4NRKaIbRVGkS5cuZOPGjaRatWqFPh7DVvI3Jp11wIABZN68ecTW1rbQx1SQm0gkIrNmzSJpaWnk/fv3Jc6gikQicuPGDZKUlJQnzxQ+n0+aNWv2VU2dQaaliEJRFJo2bYpBgwahdu3axV6Yz0DRhsPh4I8//sChQ4cQGRmJBQsWIC4urrCHVWBwOByMGzcOU6ZMASEEmzZt+q78SXFFpVJh69atkMlkmDp1KszMzHK1P4lEgrlz52Lt2rWQSCRZ+ozhKVbIyGQyUBSFyZMno0qVKoUyhpx0dzNQvOByufD19cXq1avRvHlzuLu756hVbHGGpml4enpCrVZj5syZ2LhxY4nrNqvX63Hu3DmkpKSgYcOGuU7A4HA4KFWqFJo2bZrlfRmMSiGi1+uxbt06BAQEwMHBATY2NoUyDkMGWsmnTp06WLt2LUxNTbFlyxb8/fffhT2kAkej0cDPzw8tWrTAjh07SpxBYcjIyMDUqVMRHh6eay0wrVaLlJSU7O2noGMiuaUkxVSYzdbWlvz111+kTp06hT4Ww1YyN09PT3Lv3j2ycuVKYmxsXOjjMWz5u9E0TSwtLXOt1kFRFPH09CSHDh0iVlZW7N9/FFOhCCleutUfP35E8+bNERYWlmMF0aKIWCyGRqOBTqf75dwSBvIPiqLYTSKRQK1Wl8gOjQxfxiV/9fvIxsYGnTt3RlhYGC5dupTjVQtFURCLxZDL5ew+jI2N4eDggKtXr6JUqVKZ3m+oqC8iEEIwYcIEaLVabNmyJVdFUAYMAJ/jKEOGDIG1tTU2b96MxMTEwh5SvuLu7o5BgwaBx+NBp9Nhx44dCA0N/WWNS+XKlbFs2TLcunULV69ezfEknBACpVIJiqKyZJgMRqWIIJFIMGrUKKjVahw8eNBgVAzkGpFIhEGDBsHZ2RknTpwo0UbFyckJu3btQr169diHX/PmzXHr1i0sWLCgRH/376HX60FRVK49OnZ2dpg/fz6ioqKwbNmyn+7PEKgvIuh0OshkMtjZ2WHGjBmZmvgYMJBdaJrGuHHj4O7uDqVSWaJcxf+Fx+Phjz/+QI0aNaBQKCCXy6FQKFCpUiUMGzYMW7duhb29fWEPs8DR6XTQarXgcnO3drCyskKXLl3QqVMn8Hi8n77fYFSKCKmpqZgzZw70ej1q165tSPM1kCsoioKtrS2SkpIwc+ZMhIeHF/aQ8g1ra2uMGDECHz58QNeuXdGuXTt06NABx44dQ0ZGBry9vbFr1y40atQo13UbxYnHjx9j+fLluV6lKRQKpKamZt2NWICJW3lCScz+YrYyZcqQ27dvky1btuRI/tqwGbYvN0tLS1KmTJkSea98udna2pJ79+6RV69eEU9PT/bvZmZmpEOHDiQkJISkpaWRlJQUsnz58l+q46pIJMq1agCHwyHe3t5k48aNrKyNQaalmGw0TROJRFKg4naGrWRtVlZWpF+/fqRBgwZ50qipOGwURZEWLVqQjIwMEhwcTGrVqsW+xrTpXbNmDUlPTycxMTGkdevWhT7mgtw8PDz+r717j2rqSv8G/j2HBBIkEsTiBREFtQI6jZcgXokd0a7CwtFqRdTioFVGq62o2Flax5ZBbF2yZqrVTmdaW5BWK11eWFWHKtNppUtHKeCFojCiA4IkVIkCuRDyvH8geeWngELgkGR/1tp/cG482bk855y9z960bNky8vf37/AxeJ5vMfAlSyo2VHx9fWnr1q00e/Zsh/lRYMU6xdPTkz799FPS6XSUkZFh1zOKchxHIpHIUnx8fCg7O5sMBgPl5eVRcHBwi9fv5eVFR48eJb1eTwcPHqQBAwYI/hq6q57efvttqq+vp3Xr1nXqOI9OK8zG/rIhY8aMwcaNGxEVFQUXFxehw2FshLu7O3bt2oXo6GhUVVXh0KFDdtuVlud5zJo1C5999hkOHDiAAwcO4M0330R8fDzOnDmDgIAA7N+/H/v27YO/vz8kEgnUajWSk5NRWlqK8PBwyyRZjoDn+U630QYFBSEhIQGurq7tbsu6FPcwZ8+exYEDBxAZGYmoqCh8/vnnQofE2ABXV1dMmjQJ5eXleOutt3Dy5MlOD9HRU6lUKuzbtw+DBw8Gx3EAAKPRCJVKhfPnzyMzMxMvvfQShg0bhqlTp+LcuXN47733UF5ejpKSEnh5edntEC1PYjAYYDKZOjVgra+vL9avXw+e55GcnNzmtiyp9DDV1dXIy8tDbGwsRowYIXQ4jA3o27cvZDIZXnvtNdTV1eHKlSt2m1AAwMfHB97e3tDr9dDr9QCazsZHjx6NESNGIC0tDRs3bkR8fDwGDBiAhQsX4re//S3MZjOcnZ2RlJTU6al2bQURIT09HUqlslPdyu/fvw8AGDdunCWRt4bd/uqBHjx4gFu3bqGiokLoUJgezsfHB5999hlOnz4Nk8mEy5cv23VCAZoe6jObzZaHHYODgxEWFoZvvvkGALB06VIMGTIEERERWLx4MYqLi0FN7cf4y1/+gr1796Kurk7gV9F97ty5g1WrVnXqrsf58+eRlJSEW7dutf/56s5Gdmuw94Z6oGliHC8vL3J1dWWN9ay0Wnx9fen48eOk0+no8uXLNHLkSMFj6o4SExNDer2ejh49Sj4+PpblHh4etHHjRqqqqqK6ujpKTEwkuVxOnp6e5OXlRV5eXg7dVb+zvyXOzs6WwUhZ7y8bLBzHUWRkJG3atMlheqqw8vRlyJAhdOrUKTIYDKTX62n58uUOcwISHBxMV69eJb1eT8ePH6fBgwdb1onFYlqyZAndvn2b6urqKDk5mY3KjKZnTRYuXEhDhw7t8DEe7QHGkooNFicnJ/rqq69Ip9PR0aNHHW7aV1baLvPnz6fa2lq6dOkSJSYmUkBAgOAxdWURi8UklUrJ2dmZOI6jSZMm0dWrV8loNNKpU6do8ODBJBaLCWj67kRHR5Narabbt2/TkCFDBI9f6CKRSOjf//43nTlzhry9vTt0jGnTptEf/vAHEolELKnYapk+fTqVlJTQ3bt3acKECQ5zJspK+6V///4UGxtLCoXC7j8XMpmMdu3aRT/99BN9+eWXNGDAAOJ5nlasWEFqtZoMBgNdunSJdu/eTf369bPcpikoKKCKiopOPfRnL8XZ2ZmysrJIq9XShAkTOnSM5vqOjY2l3r17s+dUbFFOTg6uX78OqVSKnTt3ok+fPkKHxAiM4zgMHDgQHMdh//79yM/Pt+uGeblcjqSkJKxatQoTJ07EvHnz8PHHH6Nfv344dOgQlixZguLiYgQFBWH58uXIycnB1q1b4e/vb3nOy16f13lWIpEIRNThmV4bGhrg7u6OoKCgNrdjSaUHa2howIYNG5CXlwcnJyc2yKSD4zgOEyZMwD//+U8cPHjwqR5Es3WxsbGIjY2FXq9HeXk5ampqMHPmTGzZsgUPHjxAVlYWli5diosXL6KmpgaDBg1CfHw8srKy4OvrC7VaDYPBIPTLEBwRobS0FLdv37Z0w35Wer0e1dXVuHPnTpvbsedUejAiQmFhISIjI8HzvEPOCcE04TgOM2bMwO7du+Hr64vMzEyHOAP38vKCVqtFfHw8zp49C6VSibS0NAQHB2PRokWWrsJJSUkoKytDXFyc5VmK+/fvY9OmTe3+CDqC5hNUFxcXaDSaDh0jOzsbkZGRuHbtWtsbdmuDiBU4UptKc5HL5bR69WpauHChXY/nxErrpbmhVa/XU0ZGhsN03NiwYQMlJCRYPveTJ0+m2tpaMplMpNPpSKfTkV6vJ41GQ3FxceTm5kYymYxkMhm5ubnZfXvTs36GFi9e3GKu+WctHMcRx3Gsod7WS2BgIKnVavrPf/7Dukc6aHFycqLXXnuN3nnnHYdJKADI29u7RW+lyZMn04MHD8hoNNLFixdpz549pNFoyGw2U15enkMNa/+sxdPTkwoLC+nTTz8lmUzWoWPMnTuX5s+fT+7u7iyp2HIJCAigyspKunv3bouzNlYco4jFYpLL5ZYus45cXnzxRSoqKqKNGzfS6NGjSSQS0euvv05arZZqampoy5Yt7PvRSvHw8KDCwkKqrKyk4cOHP/P+HMfR+++/Tzdv3qQpU6aw3l+27ObNm/jggw8glUqhUqk6NTAcY3sWLFiA7OxszJ07V+hQBJeXl4elS5ciJSUFly9fhslkwokTJ1BXV4fevXtDpVKxDi1t0Ol0cHd3R3JyMnr16vXM++v1evTv3x/e3t6tbsN+nWyATqfDjz/+iLKyMpSWltp1F1KmJTc3N4wdOxaBgYEYOHCg0OEI7t69ezh37txj3WI5jkNDQ8PTjU3loLRaLd566y0UFxdDLpe3OzDkkzg5ObW7H+v9ZSMKCgqgUqmg0+k63M+csS6e57u8B9bLL7+M5cuXQ6vVOuQAo76+vhg/fjxycnIe68XF8zzGjh0LpVIJkUiEs2fPYvPmzWhoaBAo2p7NbDbj7NmzmDlzJhobG595UE0iws2bN3HlyhX8+uuvbW5oUxyxTeXRMnr0aFq7dq3DDB7o6CU4OJiOHz9OsbGxDtdW4OfnR6dOnaLa2lpatmzZY+tdXV0tsz3evn2bVCoV6+3VTpHJZBQVFdXhKctFIhH16tWrzYZ6dqViYyIjI7FlyxZwHIeioiKhw2G62IULF/DKK6+gsbHRIZ5LacZxHKZPn45p06ahqKjoifOfGI1GfP311yguLsbly5dx7tw5duurHf3798f27dshFovx5ZdfPvNdD5PJBCJqsz2GJRUbQ0TgOA5E1C23XxhhcBwHV1dXmM1m6HQ6ocPpdiNHjsTrr7+Oa9euYcWKFcjNzX1sG5PJhE8++cTyfWDfhfY1NDRAIpFgxYoVOHLkCGpra59pf57nERcXh6KiIpSVlT15G2sEynQfg8EAIsKbb76JiRMnCh0O00X69++Pb775Bnv27OlQLx1bN2jQIPj5+SE3Nxd5eXmtbmc2mx3uKq6zOI5D3759O9RLjuM4TJkyBTt27Gh1G3alYmPS0tIQEBCAsLAw9O7dW+hwmC4ilUoxbtw4yOVyh+pCzvM8/P39UVlZiZdffhlVVVWsY4oVNTQ04M6dO7h7926H6pUeDkjp5ubW6jYsqdgYtVqNdevWQS6Xo6qqSuhwmC4gEokwbdo0EBF++OEHhxkQkeM4hIWF4aOPPsKDBw8QFhbGxruzssrKSoSHh3eo91ez0tJSnDx5stX1jnMKZEfq6uoQGBiIqKgouLu7Cx2O3elI/31rcnFxwaRJk5CVlYWUlBQYjUZB4+kOHMdh5syZ+Oijj+Dt7Y3i4mLWNbgLEBHUajWqqqo61KnBbDZj+/bt+Pbbb9v8JzbF0bsUA00Dw2VnZ9O9e/dIpVIJHg8r1i9SqZQkEongcXRXEYlEdOTIEdLpdJSenk5eXl6Cx2RvRSKR0OrVqyk5OblTg0ryPE8ymYwN02KPpFIp1q9fD7lcLnQojBU5OzsDgMPc9mpWWVmJtLQ0rFu3Dmq1Wuhw7I6rqyvWrFmD2NhYyGSyDh2D4zisWLECL774YqvbsKRig4xGIz744AOUl5fj+eefd4jJmhyFXC5HSkoKMjMzMWTIEKHD6TZmsxm7du1CQkICSyhdhB7OPWMwGDp8wsLzPKZNm4Zt27a1ug1rqLdBZrMZWVlZWLBgAZycnNiX0E7wPI+EhAT8/ve/h0ajgUQiETqkLieRSKBQKKDX61FQUMAeXuxi1dXVyMjIwL179zq0v9lsRm5uLsaPH9/qNiyp2KjmN5exHxzHYejQoTCZTHj77bdRUlIidEhdSiqVYvny5di8eTOOHDmCNWvWwGQyCR2W3dJqtVi8eDHu3r3b4QdqiQiff/45/Pz8Wt2GJRUbJ5fLER4ejrKyMpw9e5Y9BGbDiAj5+fn43//+h1OnTtn9D+zzzz+PrVu3QiwWo7S0lH12u5jZbMatW7c6fZxff/0Vf/rTn9CnT58nrmdJxcaNHDkSe/fuRU5ODl555RWHHNLDXjS3KwBNQ5DwPG/Xt4NcXV3R0NCA999/Hx9++CFLKl3M2dkZMTEx6NWrF/7xj3888xAtj6qvr281qbCGejuhUCjw6quvCv6MBdMxPM9bOlw0X6HY+4/sjRs3sHnzZuzZs8chnsURmpubG9avX49NmzbBw8Ojw8cRiURYunRpq+tZUrFxRUVF+OSTT+Dm5galUsmSio1SqVQ4ceIEli5davfvoZubG/r06QONRoP9+/dDr9cLHVKX6UlD7DT3/jKbzZ06YRGLxZgxY0ar69ntLxtXU1ODpKQknD59GsXFxXZ/dmuPxGIxXnjhBYSEhCAvL88y6q49EolEeO+99xAaGoqYmBhcuXJF6JC6VE96H4kIWq0WlZWVnb5N3tbrYknFDtTU1CA3NxfDhg2DVqtte1Y2psdRKpXYtGkTTCYTKisre9QPkbUNGjQIISEh8PT0dIi55HvSe3n//n1ERUWhoaEBNTU1HT4OEaG8vLzV9T3n2ozplEWLFuHkyZOIiYkROhTmGdXV1eH69etISUnBvn37etQPkTVxHIcNGzZg9OjRSExMtPurlJ6muffX7du3O3VHQ6/XIykpqdX17ErFTri4uEAqlWLu3Lk4evQobty4IXRIzFMqLCxEeHg49Hq9XQ+iSES4cOECevfujfz8fDakfTfieR7z5s2Dj48Pvvjii06P/lxfX9/q8FAsqdiJH374AUVFRVAoFBg3bhxLKjaib9++2LRpEyoqKrBnzx6hw+kSHMdBJBKBiJCWlob09HSWULqZSCTCqlWroFAo8OOPP3bplALs9pedOHfuHJYvX46EhATk5OQIHQ7zlLy9vbFs2TIsXLgQLi4uQofTJfz8/HDw4EFs3boVLi4ulnnOme7VXV3VBbtSKSwsxNatW1FSUgJfX1+8++67UCgUQoVjFy5evIiLFy8KHQbzlDw8PJCSkoLa2lq8++67qK+vFzokq+N5HqNGjUJYWBhkMhm7QhEQEUGv13f5eyDIlYrBYEBcXBzmzp2LCxcuYMmSJXjjjTfYA1BWwPM8AgMD8cILLzhE7xpbxvM8xGIx/vvf/+Knn36yy+7g3t7e2LFjB4gImZmZdj/0TE/V3J6VkJCAq1evdvk/63bff/89hYaGtlgWERFBp06dandfNklX20Umk9H58+epvLycoqOjWT314MJxHHl5eVHfvn2J4zjB4+mK0r9/fzp58iSlpqaSXC4XPB5HLm5ublb7PXBzc+tZk3SVlpbC39+/xbKhQ4eiuLhYiHDsCs/zcHd3x8CBA/HHP/4RvXv3FjokphX0cGrX6upqu21jUKvVmD9/PuLi4jr1bATTOTzPY+rUqejXr1+X/y9B2lTq6+shlUpbLJNIJE81XEPz/UCRiHVcexKj0Yjdu3djzZo14DgO4eHhOHTokF3eWrFVHMchLCwMo0aNQlpaGjQajdAhWR3P8/jd736HQYMG4YsvvoBWq2XfWQE5OzsjOjoakZGR2LJlC7RabaeO13wS9KT2GUHeZalU+lgC0ev1TzWDYfMXcPDgwV0Smz347rvv8N1331n+dqQZBG1FSUkJSkpKIJPJOjy1a0+Xn5+P/Px8eHp6wtPTU+hwHF5iYiIAWPX90Gg08PX1bbFMkKTi5+eHAwcOtFhWWlqKiIiIdvcdNWoU0tPT8dxzz7GGaIZhGAE0NjZCo9Fg1KhRj60TJKlMnDgRRqMRaWlpiIqKwrFjx1BdXY0pU6a0u69EImlzKkuGYRim6/3fK5RmHAnUQlhUVIRt27bh2rVr8PX1xbZt29hzKgzDMDZOsKTCMAzD2B82TAvDMAxjNSypMAzDMFbDkgrDMAxjNSypMAzDMFZjU0mlsLAQ8+bNg0KhwOzZs5Gfny90SIK4ePEi5s+fj3HjxmHGjBk4ePAgAECr1WL16tUYN24cVCoVDh8+bNmHiLBr1y6EhIRAqVTiz3/+s92PGFtdXY2JEyfiX//6FwBWP4+6c+cOVq5cibFjx2LatGlITU0FwOroUT///DPmzp2LsWPHYtasWcjMzATA6qhdnRoZshvp9XqaOnUqpaenk9FopMOHD9PkyZPJYDAIHVq3qqmpIaVSSceOHaPGxka6cuUKKZVKysnJoTVr1tCGDRtIr9dTQUEBBQcH0y+//EJERGlpaRQREUFVVVWkVqtpzpw5lJqaKvCr6VorVqygkSNHUnZ2NhERq5+HzGYzzZkzh3bs2EFGo5GuX79OSqWScnNzWR09ZDKZKCQkhE6ePElERBcuXKDAwEAqKytjddQOm7lSOXfuHHieR3R0NMRiMebNmwcPDw/LWaijqKioQGhoKCIjI8HzPIKCgjBhwgT8/PPPOH36NNauXQsXFxf85je/QUREhOUs6tixY4iJiYGXlxeee+45rFy5El9//bXAr6brfPXVV5BKpRgwYACApnngWf00KSgogFqtxoYNGyAWizF8+HAcPHgQ/fr1Y3X00P3793H37l00NjaCiMBxHMRiMZycnFgdtcNmkgob2bhJQEAAdu7caflbq9VaJuYSiUTw8fGxrHu0fm7cuIFhw4a1WFdSUmKXo+PevHkT+/fvx7Zt2yzLbt26xernoatXr2L48OHYuXMnJk+ejFmzZqGgoMAy6COro6YJ1KKjoxEfH4+goCAsWrQI77zzDu7du8fqqB02k1Q6M7KxvXrw4AHi4uIsVysSiaTF+kfrR6fTtVgvlUphNpvtbmI0k8mEjRs3YvPmzZDL5Zbl9fX1rH4e0mq1OH/+vOVKPzk5GYmJiayOHmE2myGRSPDXv/4V+fn5+Pjjj7F9+3bU1tayOmqHzSSVzoxsbI/KysoQFRUFd3d37NmzB66urm3Wj0QigcFgsKzT6XQQiUR2Ny/63r17ERAQgNDQ0BbL2/v8OEr9AE3DoLu7u2PlypVwdna2NER/+OGHrI4eysrKwqVLl/DSSy/B2dkZKpUKKpUKu3fvZnXUDptJKn5+figtLW2xrLS0tMWlpqO4evUqXn31VUyZMgV79+6FRCKBr68vTCYTKioqLNs9Wj/+/v4t6q+0tBR+fn7dHntXO3HiBL799luMHz8e48ePR0VFBeLj4/H999+z+nlo6NCh0Ol0Lab2bWxsRGBgIKujhyorKx+7uhCJRAgKCmJ11B5Buwk8A4PBQFOmTKHU1FRL76+QkBCqq6sTOrRupdFoKCQkhP72t789tu6NN96g+Ph4qq+vt/RKyc/PJyKi1NRUioiIoMrKStJoNDRnzhz6+9//3t3hd7vp06dben+x+mmi0+lo6tSptGPHDmpoaKDc3FxSKBSUl5fH6uihoqIiCgoKooyMDDKbzXT+/HkaM2YMXbp0idVRO2wmqRAR/fLLL7RgwQJSKBQ0e/ZsysvLEzqkbrdv3z4aMWIEKRSKFiUlJYXu3btHa9euJaVSSaGhoXT48GHLfiaTiVJSUmjy5MkUHBxMiYmJZDKZBHwl3ePRpMLq5/+7efMmxcbGklKppOnTp1NGRgYRsTp61JkzZygyMpLGjBlD4eHhlJWVRUSsjtrDRilmGIZhrMZm2lQYhmGYno8lFYZhGMZqWFJhGIZhrIYlFYZhGMZqWFJhGIZhrIYlFYZhGMZqWFJhGIZhrIYlFYZhGMZqWFJhGIZhrOb/AecGjRmqwEVKAAAAAElFTkSuQmCC\n",
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