{ "cells": [ { "cell_type": "markdown", "id": "uniform-skating", "metadata": {}, "source": [ "# Example notebook for import-export operations with pyMOE" ] }, { "cell_type": "markdown", "id": "patient-gibson", "metadata": {}, "source": [ "In the following is exemplified how to: \n", "\n", "* Transform a (multi-layer) .gds file into a grayscale image file (allowed extensions as accepted by opencv, e.g. .tiff, .png, .jpg ...)\n", "\n", "* Transform a grayscale image file into a dithered image file\n", "\n", "* Transform a grayscale image file (.tiff, .png, ...) into a gds file (with squared pixels) \n", "\n", "* Extra: Merge all pixels (or shapes) in a layer inside a .gds file " ] }, { "cell_type": "code", "execution_count": 1, "id": "curious-style", "metadata": { "ExecuteTime": { "end_time": "2025-05-26T10:51:33.914545Z", "start_time": "2025-05-26T10:51:31.710715Z" }, "execution": { "iopub.execute_input": "2026-02-03T21:52:21.791468Z", "iopub.status.busy": "2026-02-03T21:52:21.791468Z", "iopub.status.idle": "2026-02-03T21:52:25.380217Z", "shell.execute_reply": "2026-02-03T21:52:25.379222Z", "shell.execute_reply.started": "2026-02-03T21:52:21.791468Z" } }, "outputs": [], "source": [ "# Notebook display options, change as your preference/system\n", "%matplotlib inline\n", "%config InlineBackend.print_figure_kwargs={'facecolor' : \"w\",'bbox_inches':None}\n", "\n", "import matplotlib as mpl\n", "mpl.rcParams['figure.dpi'] = 120" ] }, { "cell_type": "code", "execution_count": 2, "id": "friendly-gabriel", "metadata": { "ExecuteTime": { "end_time": "2025-05-26T10:51:37.311825Z", "start_time": "2025-05-26T10:51:33.918547Z" }, "execution": { "iopub.execute_input": "2026-02-03T21:52:25.381711Z", "iopub.status.busy": "2026-02-03T21:52:25.381212Z", "iopub.status.idle": "2026-02-03T21:52:33.622044Z", "shell.execute_reply": "2026-02-03T21:52:33.621049Z", "shell.execute_reply.started": "2026-02-03T21:52:25.381711Z" } }, "outputs": [], "source": [ "import sys\n", "sys.path.insert(0,'..')\n", "sys.path.insert(0,'../..')\n", "\n", "from matplotlib import pyplot as plt \n", "import numpy as np \n", "\n", "from scipy.constants import micro, nano, milli\n", "\n", "import pyMOE as moe " ] }, { "cell_type": "markdown", "id": "conditional-engagement", "metadata": {}, "source": [ "## Export a created mask using gdsconverter" ] }, { "cell_type": "code", "execution_count": 3, "id": "searching-cheese", "metadata": { "ExecuteTime": { "end_time": "2025-05-26T10:51:37.815074Z", "start_time": "2025-05-26T10:51:37.320827Z" }, "execution": { "iopub.execute_input": "2026-02-03T21:52:33.624035Z", "iopub.status.busy": "2026-02-03T21:52:33.623040Z", "iopub.status.idle": "2026-02-03T21:52:34.077545Z", "shell.execute_reply": "2026-02-03T21:52:34.075553Z", "shell.execute_reply.started": "2026-02-03T21:52:33.624035Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "###Here we create a gds/dxf file using the generate and the gdsconverter modules \n", "\n", "####generate a fresnel phase mask and save it into gds \n", "N_pixels = 101 # nr of pixels \n", "focal_distance = 5000*micro # focal distance in um \n", "\n", "refractive_index_633 = 1.630115\n", "wavelength = 633*nano\n", "\n", "mask_width = 500*micro #x-size in um\n", "mask_height = 500*micro #y-size in um\n", "radius = 250*micro\n", "n = 10 # number of gray levels \n", "\n", "\n", "##############\n", "###Fresnel mask with a truncated circular aperture \n", "\n", "# Create empty mask\n", "aperture = moe.generate.create_empty_aperture(0,mask_width, N_pixels, 0, mask_height, N_pixels)\n", "\n", "center = (250*micro, 250*micro)\n", "\n", "# and truncate around radius\n", "mask = moe.generate.fresnel_phase(aperture, focal_distance, wavelength, radius=radius, center = center)\n", "moe.plotting.plot_aperture(mask )\n" ] }, { "cell_type": "markdown", "id": "06b030fc", "metadata": {}, "source": [ "## Convert phase mask to height map" ] }, { "cell_type": "code", "execution_count": 4, "id": "aa00f922", "metadata": { "ExecuteTime": { "end_time": "2025-05-26T10:51:38.051682Z", "start_time": "2025-05-26T10:51:37.820077Z" }, "execution": { "iopub.execute_input": "2026-02-03T21:52:34.079038Z", "iopub.status.busy": "2026-02-03T21:52:34.078540Z", "iopub.status.idle": "2026-02-03T21:52:34.231370Z", "shell.execute_reply": "2026-02-03T21:52:34.229378Z", "shell.execute_reply.started": "2026-02-03T21:52:34.079038Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Maximum height of the mask: 1.0045785293160772 um\n", "Discretizing mask to number of gray levels: 10\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "\n", "# Unwraps the phase and plots the aperture\n", "mask.phase_unwrap()\n", "\n", "# Converts the phase to height \n", "mask.phase2height(wavelength, refractive_index_633)\n", "\n", "# define the maximum height of the mask\n", "\n", "height_2pi = moe.sag.phase2height(2*np.pi, wavelength, refractive_index_633)\n", "\n", "print(f\"Maximum height of the mask: {height_2pi/micro} um\")\n", "\n", "mask.modulos(height_2pi, normalize_to_max=True)\n", "\n", "print(\"Discretizing mask to number of gray levels: \", n)\n", "mask.discretize(n)\n", "moe.plotting.plot_aperture(mask)" ] }, { "cell_type": "markdown", "id": "994a8fb1", "metadata": {}, "source": [ "## Export mask to gds and dxf files\n", "\n", "\n", "`.dxf` files are recorded with layer names with the naming convention `LevelXXX_0.000` where `XXX` is the layer number and `0.000` is the respetive expected depth for that layer in microns." ] }, { "cell_type": "code", "execution_count": 5, "id": "hearing-house", "metadata": { "ExecuteTime": { "end_time": "2025-05-26T10:51:38.906844Z", "start_time": "2025-05-26T10:51:38.054686Z" }, "execution": { "iopub.execute_input": "2026-02-03T21:52:34.232863Z", "iopub.status.busy": "2026-02-03T21:52:34.232365Z", "iopub.status.idle": "2026-02-03T21:52:34.651526Z", "shell.execute_reply": "2026-02-03T21:52:34.650033Z", "shell.execute_reply.started": "2026-02-03T21:52:34.232863Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "Mask has 10201 number of points distributed in 10 layers\n", "Creating individual pixel polygons\n", "Progress: [####################] 100.0%\n", "[Create Polygons]\n", "Elapsed: 0:00:00.146855\n", "Merging polygons inside layers\n", "Progress: [####################] 100.0%\n", "[Merging polygons]\n", "Elapsed: 0:00:00.044804\n", "[Total time converting to GDS]\n", "Elapsed: 0:00:00.192157\n", "Saving file to examplemask.gds\n", "Saved examplemask.gds\n", "[Saving GDS file]\n", "Elapsed: 0:00:00.012943\n", "Saving file to examplemask.dxf\n", "Saved examplemask.dxf\n", "[Saving GDS file]\n", "Elapsed: 0:00:00.202611\n" ] } ], "source": [ "gdsname = 'examplemask.gds' # name of dxf file+\n", "dxfname = 'examplemask.dxf' # name of dxf file+\n", "\n", "\n", "#initialize the GDS converter class \n", "gdsmask = moe.GDSMask(mask)\n", "\n", "# Create layout and merge polygons together if merge=True \n", "gdsmask.create_layout(mode=\"raster\", merge=True)\n", "\n", "gdsmask.write_gds(gdsname)\n", "gdsmask.write_gds(dxfname)" ] }, { "cell_type": "markdown", "id": "c28a5459", "metadata": {}, "source": [ "## Convert height map dxf file to grayvalue from calibration lookup table\n", "\n" ] }, { "cell_type": "code", "execution_count": 6, "id": "eb4ba537", "metadata": { "ExecuteTime": { "end_time": "2025-05-26T10:51:39.902790Z", "start_time": "2025-05-26T10:51:38.910855Z" }, "execution": { "iopub.execute_input": "2026-02-03T21:52:34.652521Z", "iopub.status.busy": "2026-02-03T21:52:34.652023Z", "iopub.status.idle": "2026-02-03T21:52:35.293708Z", "shell.execute_reply": "2026-02-03T21:52:35.291716Z", "shell.execute_reply.started": "2026-02-03T21:52:34.652521Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Grayscale calibration range is 1.789 um\n", "Loaded mask with 10 levels\n", "Mask range is 0.904 um\n", "[Saving calibrated GDS file]\n", "Elapsed: 0:00:00.177721\n", "Saved examplemask_grayscale.dxf\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "gscalibration = moe.GrayscaleCalibration()\n", "\n", "# load calibration file\n", "gscalibration.load_calibration(\"calibration.csv\")\n", "\n", "\n", "# Load mask file\n", "gscalibration.load_gdsfile(dxfname)\n", "\n", "# Extracts the height levels from the layer names\n", "gscalibration.get_levels_from_layer_names()\n", "gscalibration.plot_calibration()\n", "\n", "\n", "\n", "# Adjust the height offset gray values\n", "height_offset = -0.2\n", "gscalibration.adjust_grayvalues(height_offset)\n", "gscalibration.plot_calibration()\n", "\n", "outfile = dxfname.replace(\".dxf\", \"_grayscale.dxf\")\n", "\n", "gscalibration.calibrate_layer_names()\n", "\n", "\n", "# Add fiducials and alignment marks to the mask\n", "\n", "corner_length = 500#*micro\n", "corner_width = 100#*micro\n", "\n", "field_width = 10000 #*micro\n", "field_height = 10000 #*micro\n", "\n", "# Layer number of the fiducials and label names\n", "layer = \"layer127\"\n", "gscalibration.add_corners(field_width, field_height, corner_length, corner_width, layer)\n", "\n", "# Text to use as label\n", "label = \"label 01\"\n", "gscalibration.add_label(label, position=(-4000, -4000), mag=1000, layer=layer)\n", "\n", "gscalibration.save_calibrated_gdsfile(outfile)\n", "\n", "\n" ] }, { "cell_type": "markdown", "id": "posted-recipe", "metadata": {}, "source": [ "## Transform layered .gds file into a grayscale image" ] }, { "cell_type": "code", "execution_count": 7, "id": "finished-perfume", "metadata": { "ExecuteTime": { "end_time": "2025-05-26T10:53:09.138188Z", "start_time": "2025-05-26T10:51:39.907800Z" }, "execution": { "iopub.execute_input": "2026-02-03T21:52:35.295202Z", "iopub.status.busy": "2026-02-03T21:52:35.294704Z", "iopub.status.idle": "2026-02-03T21:53:01.942249Z", "shell.execute_reply": "2026-02-03T21:53:01.941253Z", "shell.execute_reply.started": "2026-02-03T21:52:35.295202Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Layers: [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]\n", "Datatypes: [0]\n", "xmax is 502.5\n", "ymax is 502.5\n", "xmin is -2.5\n", "ymin is -2.5\n", "Imported file examplemask.gds and exported into examplemask.bmp with size 502 x 502 pixels.\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "##Start with an existing file \n", "#Might take a while \n", "infile = gdsname\n", "outfile = gdsname.replace(\".gds\", \".bmp\")\n", "\n", "n=10\n", "\n", "moe.importing.gds2img(infile, outfile, int(n), rescaled=0, verbose=True)\n" ] }, { "cell_type": "markdown", "id": "clean-decade", "metadata": {}, "source": [ "## Transform grayscale image into (binary) dithered image " ] }, { "cell_type": "code", "execution_count": 8, "id": "seasonal-maryland", "metadata": { "ExecuteTime": { "end_time": "2025-05-26T10:53:15.503937Z", "start_time": "2025-05-26T10:53:09.149191Z" }, "execution": { "iopub.execute_input": "2026-02-03T21:53:01.943744Z", "iopub.status.busy": "2026-02-03T21:53:01.943246Z", "iopub.status.idle": "2026-02-03T21:53:03.438185Z", "shell.execute_reply": "2026-02-03T21:53:03.436192Z", "shell.execute_reply.started": "2026-02-03T21:53:01.943744Z" } }, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAwAAAAJACAYAAAA6rgFWAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/H5lhTAAAACXBIWXMAABJ0AAASdAHeZh94AAEAAElEQVR4nOzdd1RUydr3/S85SxIQFQUjZh0DKgZUUDCBMGBWFBPmnHPOOYtZTCiiGBABRTFnzCgiIkFRASWnev+YxX7lzMwJ933mOc95rM9arBl7C/Sv9+7Lru6qq1SEEAJJkiRJkiRJkn4Kqv/pOyBJkiRJkiRJ0v85cgAgSZIkSZIkST8ROQCQJEmSJEmSpJ+IHABIkiRJkiRJ0k9EDgAkSZIkSZIk6SciBwCSJEmSJEmS9BORAwBJkiRJkiRJ+onIAYAkSZIkSZIk/UTkAECSJEmSJEmSfiJyACBJkiRJkiRJPxE5AJAkSZIkSZKkn4gcAEiSJEmSJEnST0QOACRJkiRJkiTpJyIHAJIkSZIkSZL0E5EDAEmSJEmSJEn6icgBgCRJkiRJkiT9ROQAQJIkSZIkSZJ+InIAIEmSJEmSJEk/ETkAkCRJkiRJkqSfiBwASJIkSZIkSdJPRA4AJEmSJEmSJOknIgcAkiRJkiRJkvQTkQMASZIkSZIkSfqJyAGAJEmSJEmSJP1E5ABAkiRJkiRJkn4icgAgSZIkSZIkST8ROQCQJEmSJEmSpJ+IHABIkiRJkiRJ0k9EDgAkSZIkSZIk6SciBwCSJEmSJEmS9BORAwBJkiRJkiRJ+onIAYAkSZIkSZIk/UTkAECSJEmSJEmSfiJyACBJkiRJkiRJPxE5AJAkSZIkSZKkn4gcAEiSJEmSJEnST0QOACRJkiRJkiTpJyIHAJIkSZIkSZL0E5EDAEmSJEmSJEn6icgBgCRJkiRJkiT9ROQAQJIkSZIkSZJ+InIAIEmSJEmSJEk/ETkAkCRJkiRJkqSfiBwASJIkSZIkSdJPRA4AJEmSJEmSJOknIgcAkiRJkiRJkvQTkQMASZIkSZIkSfqJyAGAJEmSJEmSJP1E5ABAkiRJkiRJkn4icgAgSZIkSZIkST8ROQCQJEmSJEmSpJ+IHABIkiRJkiRJ0k9EDgAkSZIkSZIk6SciBwCSJEmSJEmS9BORAwBJkiRJkiRJ+onIAYAkSZIkSZIk/UTkAECSJEmSJEmSfiJyACBJkiRJkiRJPxE5AJAkSZIkSZKkn4gcAEiSJEmSJEnST0QOACRJkiRJkiTpJyIHAJIkSZIkSZL0E5EDAEmSJEmSJEn6icgBgPSXysvLY9q0aZQvXx4dHR3s7Oy4dOnSf/puSZIkSZIk/bTkAED6S3l7e7N27Vr69u3Lhg0bUFNTo3PnzkRFRf2n75okSZIkSdJPSUUIIf7Td0L6f9OdO3ews7Nj1apVTJ48GYDc3Fzq1q2Lubk5N27c+A/fQ0mSJEmSpJ+P/ARA+sucOHECNTU1hg0bptymra2Nj48PN2/eJCEh4T947yRJkiRJkn5O6v/pOyD9v+vhw4fUqFGDMmXKlLq9WbNmADx69AgrK6t/+uelp6cTGRmJlZUVWlpa/9b7KkmSJEn/N8jLyyMhIYG2bdtiZGT0n7470v+j5ABA+sskJydjaWn5u9tLbktKSvrT7/306ROpqamlbouIiGDs2LH/3jspSZIkSf8XCgoKwtXV9T99N6T/R8kBgPSXycnJ+cN36rW1tZXjf2br1q0sWLDgD4+1b98eT09PEhIS+Pr1K23atGHPnj1MnDiRLVu24O7uzvPnz8nLy6NZs2b4+/szbtw4NmzYQN++fbl79y6amprUrl2bU6dOMXLkSNauXcvgwYOJjIzE1NQUKysrLl68yNChQ1m1ahUjR47kwoULWFtbU6ZMGW7evEm/fv1YvXo148ePJzAwkHr16qGiosLjx4/59ddfWbduHZMnT8bf3x87Ozu+f/9OXFwcXbp0YcuWLUyZMgU/Pz86dOhAcnIynz9/pm3btvj5+TF58mS2bt2Km5sbr169Iicnh2bNmnHo0CHGjx/Pxo0b6d27Nw8ePEBdXZ3atWtz8uRJRo8ezbp16xg0aBBXr17F2NiYypUrc+HCBYYNG8aqVavw9fXl4sWLVKpUCRMTE65evcqAAQNYs2YNY8eOJSgoiFq1aqGurs6jR4/w8vJi7dq1TJo0iSNHjtCsWTMyMzOJjY2lW7dubNq0iSlTprBnzx7at29PSkoKnz59ol27duzatYvJkyezbds2unfvzuvXr8nOzsbOzo6DBw8yfvx4Nm3aRM+ePXn06BGqqqrUrVuXEydOKFm8vb2JiorC0NAQa2trzp8/z/Dhw1m9ejUjRozg4sWLWFlZYWpqSmRkJN7e3qxevZoxY8Zw+vRpbG1t0dTU5MGDB/Ts2bNUlqZNm5Kbm8urV6/o3r07mzZtYvLkyezbt4927drx8eNHkpKScHJyYseOHUyePJkdO3bQtWtX3rx5Q2ZmJi1btmT//v1MmDCBzZs34+npSXR0NAANGjTg+PHjSpYBAwZw69Yt9PT0qFatGmfPnlWyDB8+nPDwcMqVK4eFhQWXL19m0KBBrFq1ijFjxnDmzBlq1KiBjo4Od+/epXfv3qxZs4ZJkyZx9OhRGjVqREFBAS9fvsTV1ZVNmzYxadIk9u/fT9u2bfny5QsJCQl07NhRybJz505cXFx49+4dGRkZtGrVin379jFhwgQmTpzIy5cv6dWrF8XFxRw/fpzr16/TuXNnLl68yIwZM+jZsyfp6encuHGDiRMn4u7uTkhICKNHj2b06NG8evWK2NhYfHx86N27NyEhIQwYMID58+dz8+ZNMjIy8PDwYNiwYZw5cwZ3d3c2btzI+fPn0dDQoH379kydOpVjx47RpUsX9u3bx+HDh7GwsKBRo0YsX76c3bt34+zszPHjx9m6dSv16tWjcuXK+Pn5sW7dOjp27MiZM2dYvnw5HTp0QEtLi9OnT7NgwQJcXFwICQlh1qxZeHl58e3bN65du8bkyZNxdXUlNDSU0aNHM3LkSGJjY4mJiWHIkCFKFm9vb2bNmsW9e/f48uULXl5eDBkyhODgYDw9PVm7di0XL15EVVUVJycnJk6cSEBAAF27dmXPnj0cPXoUMzMzGjduzJIlS9i3bx+dOnXi2LFj7Nq1ixo1alC1alW2b9/Oxo0blSyrVq2idevWGBgYcPLkSRYuXIiLiwsXLlxg7ty5uLu7k5mZydWrV5k6dSrdu3cnNDSUsWPHMmLECN69e8eTJ0/w9fWlZ8+ehISEMHjwYGbOnMmDBw/4+PEjvXv3ZvDgwZw9e5aePXuycuVKwsPDKSoqwsXFhfHjx3PixAm6d+/Ozp07OXnyJMbGxjRt2pSFCxdy4MABnJ2dOXLkCLt376Z69epUr16dzZs3s3nzZjp27Mjp06dZs2YNLVu2xMjIiGPHjrF06VKcnZ25cOEC8+fPp1u3bhQUFBAWFsaMGTPo2rUroaGhTJw4ER8fHxISEoiOjmbUqFF4enoSEhKCj48P06dP59GjRyQlJdGvXz+8vb05d+4cvXr1YsWKFURERFBQUECXLl0YM2YMgYGBuLm5sW3bNgIDAzE0NKRly5bMmTOHQ4cO0blzZw4dOsSePXuoWrUqNWvWZMOGDWzbtg1nZ2cCAwNZv349zZs3x9TUlEOHDrFixQo6derE+fPnWbhwIZ07d6a4uJjQ0FBmz55N586dCQ0NZdKkSXh7e/Px40fu379P165dGTx48L/0Cbkk/avkGgDpL6Ojo0NeXt7vbs/NzVWO/5mRI0fy9OnTUl9BQUEAeHp6kpaWhpWVFa1ateLZs2fMmjWLkJAQxo0bR2JiIra2tjRp0oQ3b94wdepULly4wNSpU3nz5g2NGzfG1taWxMRExo4dq7wAePbsGW3atMHKyoq0tDSGDRtGaGgoCxYs4P79+3Tq1AkTExMKCgro168fly9fZtGiRdy4cYMePXqgoaGBmpoa7u7uREVFsWjRIi5fvkyfPn0oKirC2NiYzp07c/fuXRYsWEBoaChDhgzh+/fvVKhQgTZt2vDs2TPmzJmjvIhKSkqiRo0aSpZp06Zx4cIFJk+ezNu3b2nYsCG1atXiw4cPjB8/npCQEGbOnMmzZ89o1aoVlSpV4vPnzwwfPpzQ0FDmz5/PgwcP6NixI2XLliUnJ4cBAwZw+fJlFi5cyK1bt3B1dUVHRwc1NTU8PT25du0aixYtIjIykl69elFUVISRkRFdu3blzp07LFy4kLCwMHx8fPj+/TuWlpY4ODjw5MkT5s6dS0hICKNGjSIlJYVq1arRtGlTYmJilCyTJk3i3bt3NGjQgNq1a5OQkMCECRMICQlhxowZvHjxghYtWmBjY8Pnz5+VAcy8efN4+PAhTk5OmJmZkZOTg7e3N+Hh4SxcuJDbt2/TvXt39PX1UVFRwcvL63dZhBDo6+vTrVs3bt++zcKFCwkPD8fb25vMzEzKlSuHo6Mjjx49Yt68eVy8eBFfX18+ffpE1apVad68OS9fvmTGjBlcuHCBCRMmEB8fT926dalbty7v3r0rlSUmJgY7OzuqVq3Kp0+fSmV59OgR7dq1o1y5cmRmZuLt7U1YWJiSpVu3bhgYGCCEoFevXkRGRipZvLy8UFNTQ1dXl+7duytZIiIi8Pb2JicnBzMzM5ycnJQsoaGhjBgxgs+fP2NjY0OLFi148eIFM2bMICQkhE2bNtG9e3eio6N58uQJgDIwrFWrFmXKlMHa2pqKFStibGyMra2tMhjV09PDxsaG8uXLY2pqSo0aNdDQ0KB27dro6OhQtWpVypUrh5mZGdWrV1cG5FpaWlSvXh1zc3PMzc2pVq0a2tra1K5dG01NTWrUqEHZsmUpV64cVapUQVdXl9q1a6OhoYGtrS0mJiZUqFABGxsb9PX1lftra2uLkZERVlZWVKpUiTJlyvwuS+XKlalYsSJGRkZKllq1aqGvr69kMTExoWbNmkoWXV1dJUvZsmV/l6VatWqlsmhpaf1hlqpVq5bKUrNmTUxMTChfvvyfZqlYsSKVK1f+0yxWVlZ/mqVChQp/mKVKlSpKlho1aihZtLW1/26W6tWrl8qio6Pzp1n09PSoXbu2ksXY2PhPsxgaGlKpUqV/mMXY2JiaNWsq119JFktLS+X6+9ssFhYWyvX3t1nMzMywsLD4XZYaNWpgampK+fLlqVKlSqksNWvWVLJYW1tjYGDwp1kMDQ1LZTEwMMDa2lrJYmNjAyCnukp/KfkJgPSXsbS0JDEx8Xe3JycnA1C+fPk//d6Sf2j+SEJCAlZWVhQXF5ORkUHFihV5+vQpderU4dWrV5iZmZGfn09+fj6WlpY8f/6cunXr8vz5cywtLcnKygLAzMyMV69eUadOHZ4+fUrFihVJT08HwNjYmNjYWGrXrk10dDRVqlTh8+fPqKmpoa+vz/v377G1tSU6Oprq1auTnJysfLKRnJxMjRo1iI6OxtbWloSEBPT09ACUF47R0dHUrl2buLg4jIyMKC4uJj09vVSW169f/2mWFy9eUK5cObKzs5XH62+zZGRkAGBqaqpkefLkiZJFVVUVAwODUlmqVatGSkqK8g9PYmKikqVmzZp8+PBByfLx40clS61atYiLi8PQ0BCAr1+/YmVlxZMnT5QsZcuWpaCggIKCAsqXL18qi4WFRaksL1++pE6dOjx79owKFSrw/ft3JcubN2+oU6cOT548wcbGhi9fvihZ4uPjqVWrlpLl48ePaGhooKGh8YdZdHV1lSzVqlVTssTHxytrV758+YKNjY2S5c2bN5iamlJYWKgM3p49e0bdunV5+fIlFhYWyiDXwsKiVJby5cv/aZbKlSvz9etXVFVVKVOmzN/N8uHDB2rWrKlkSUxMVAbUf5TFwMDgd1lq1679p1nq1KnDy5cvqVq1Knl5eRQVFfHixYs/fb5KkiRJ/11kG1DpLzNlyhTWrVvH169fSy0EXrp0KbNmzeL9+/f/0kecJS+yRowYQatWrcjIyCA7O5tq1apx8+ZNnJycuHLlCnXr1uXTp08UFhZSqVIl7t+/T4cOHQgPD6dx48YkJCSgpqaGubk5T58+xcHBgUuXLtGiRQtev36Nnp4ehoaGxMTE0KpVKy5dukSrVq14/vw5JiYmaGlp8e7dO+zs7AgPD6ddu3Y8fPiQcuXKAb8NAH755RcuX75Mhw4duHPnDpUqVSI/P5+vX79Sp04drl27hpOTE1FRUdSoUYOMjAyysrKoXr26kiUyMpI6deqQmppKQUHB381iYWHBkydPlCx2dna8ffsWHR0djI2NefnyJa1bt1ayvHjxAkNDQ3R1dYmLi1OytG3blsePH2NhYYGqqipJSUlKlvbt23P37l0qVapEQUEBnz9/pm7duly9ehVHR0du3rxJ1apVyczM5Pv379SsWZPr16/TsWNHIiMjqV27Np8/f6agoIDKlStz9+5dHB0duXz5Mg0bNiQxMRFVVVUsLCyIjo6mXbt2hIWF0axZs3+YpUyZMujp6REXF0fz5s0JCwujbdu2PHnyBDMzM1RVVUlMTKRJkyZERETQvn177t27h5WVlZKlXr16REZG/t0sTk5OXLt2jVq1avHlyxfy8vKwsbHhzp07Spb69esrg9wKFSoo7+yHhYXRtGlT3r17h5aWFqamprx48YJVq1YxevRoWrVqxZ49e/j48SOjRo0iNjaWVatW8fnzZ8qXL8/UqVMpW7YsGhoaJCQk/C5LhQoVKC4uJjU1tVSWW7duYWNjQ3Z2NhkZGdja2pbK0q9fP27cuEGlSpUwMzPD398fR0dHrly5gpOTU6nnYGhoKB07dqRRo0YMGDCAPXv24O/vT9myZXn+/Dlt2rQhLCxMeS7p6+ujr69PbGws9vb2hIaGKp90mZqaoqGhwfv372nWrJnyXHrw4AHly5enuLiYjx8/0qBBAyIiItixYwdTp07FxsaGTZs2UaFCBQYPHszVq1eVKXW2trakpaWRk5NDlSpVuH37tlIX6tWrx8ePHykqKsLKyup3z6X379+joaGBmZkZz549o23btv9yXYiPj/9dlpI1T39bF27fvo21tTV5eXl8/fqV2rVrExUV9Q/rQkmN+2fqwp/VOF1dXYyNjXn16lWpLP+oLvwVNe5v68K9e/fo0KGDUhc+fPjwb6lxP9aFH2tcYmIijRs3Vmrc39aFf6bGOTk5cfXqVSVLfn4+1tbWf1jj4Lc3x/62xsXFxaGlpaVMy9yxY4fyZpAk/RXkFCDpL/Prr79SVFTEzp07ldvy8vLYu3cvdnZ2/+P5jW3atOHFixeoqqpSpUoVQkNDGTBgADt27KBHjx7cv38fQ0NDypcvT1RUFL169WL79u306tWLa9euYWlpiaGhIffv36dHjx7s2LGDAQMGEBoaSvXq1VFVVeXFixd07twZPz8/Bg0axJkzZ2jQoAG5ubm8f/+eDh06cODAAXx8fDh27BgtWrTgy5cvfP78GXt7e44ePYqPjw8HDhygXbt2fPjwgezsbBo2bEhQUBCDBw/Gz88PFxcXXr16haqqKjVq1ODixYtKFldXVx48eICenh7ly5fn2rVr9O7dm+3bt9OzZ0+ioqIoV64cRkZG3L17F3d3d7Zv307//v0JDw+nSpUqaGpq8uzZM7p06cKuXbsYNGgQwcHB1KtXj4KCAuLi4ujQoQP79+/Hx8eHEydO0Lx5c9LT00lNTaVVq1YcOXIEHx8fDh06hIODAx8+fCAzM5MmTZpw6tQpfHx82LNnD506deL169cIIbC1teX8+fN4e3srWR4/foyenh5WVlZERkbSp08ftm/fjqenJzdv3sTc3FzJ8uuvv7J9+3b69etHREQENjY2aGlp8eTJE7p27VoqS506dSguLiYuLg5HR0f27duHj48PJ0+epGnTpmRkZPDx40fatGnD4cOH8fHxwd/fn7Zt25KcnMz3799p0qQJJ0+exMfHh71799KxY0fevHlDcXExtWvX5ty5c3h7e7Nz5066detGdHQ02traVK5cmYiICPr27atkuXPnDmZmZpiZmXHz5k08PT3Zvn07ffv25cqVK1SuXBltbW2io6Pp1q0bOjo6DBo0iKVLl6KlpUW7du1Yvnw5a9as4fr16wwYMICzZ8/y4sUL9PT0WLZsmTJveuvWrfj7+9OmTRs+ffpEeno6TZs2VbLs27cPR0dH4uLiKCwspE6dOpw7d47BgwfToUMHunTpQnBwMB4eHkRFRVG2bFmOHDmCg4MDHh4eXLt2DU1NTZYsWYKNjQ0jR45k8+bN6OnpMXHiRE6dOkVOTg41a9bE19eX9u3bc+jQIX755Rfi4+MBsLGx4erVq7Rs2ZIDBw7QrFkzXr58ia6uLuXKleP+/fssXboUHx8fli5dypo1a0hNTSU9PZ01a9awbNkyhg0bhoGBAY6OjixbtgwXFxfU1NRYunQpGzdu5Pbt20RERFC1alWKior48OEDjRo14siRI9jb23P27Flq1arFt2/f+Pr1K3Xr1uXkyZO0atWKgIAA6tevz6dPn8jKysLW1pZz585hb2+Pv78/jRo1IiEhASEENjY2XLlyRVn30axZM16/fo22tjYVKlTg7t27tGzZkr1799K8eXOePn2KqakpRkZGPH36lObNm7N3717s7e25ffs2FStWREtLi9evX9OsWTP279+Pvb09ly9fxsbGBiGEksXf3x97e3vOnTuHra0tWVlZymCvJMvJkyepV68enz9/VrKcPXsWe3t7jhw5QqNGjfjw4QNFRUVUrVqVy5cvY29vz4EDB2jatKmSpWLFity6dQt7e3v27t1LixYtePbsGUZGRpQtW5YnT57QokUL9u7dS8uWLbl//z6WlpZoa2sTExOjZGnZsiVXr17F2toaIQTx8fH88ssvHDp0SMlSs2ZNcnJy+PTpE/Xr1+f48eO0atWKEydOULduXdLS0sjIyKBWrVqcOXOGVq1aKWteEhMTKSgooGrVqly6dAl7e3sOHjyoTJnU0NCgcuXK3Lx5s9R5efbsGYaGhpiZmfH48WPlWMuWLXnw4AHlypVDT0+Ply9fYmdnx759+7C3t+fatWvK9Jwfs7Rq1YqQkBCqV69OTk4OKSkpNGjQgGPHjtGqVSsCAwOpU6cO6enpfPv2jTp16hAUFKTU14YNG5KcnExeXh7VqlWTe+RI/0fIAYD0l7Gzs8PT05MZM2YwdepUdu7cSfv27Xn37h0rV678H//cPXv24OjoSGFhIbdv32b06NEMHjyYrVu3MmvWLDw8PEhJSeHFixcMHDiQsWPHsn37dsaOHYu3tzcvX74kJSUFDw8PZs+ezdatWxk8eDCjR4/mxo0bFBYW4ujoyMqVK9m4cSN9+/Zl2rRpnD9/Hn19fRo3bsy2bdtYvXo1Xl5eLFy4kMOHD2NjY0PVqlU5ePAgixcvxsvLi9WrV7Njxw4aNGiAkZERZ8+eZcaMGfTu3ZuNGzeyZs0aHBwcKCoqIioqirFjxypZ5s6di5ubG1+/fuXFixd4e3szevRotm/fzoQJExgwYAAxMTEkJSXh6enJzJkz2bZtG0OGDGHkyJHcuXOHnJwcOnXqxPLly9m8eTN9+/Zl6tSpXLx4ER0dHezs7Ni6dStr1qyhV69ezJs3j6NHj1KxYkWqVavG/v37WbJkCV5eXqxYsQI/Pz8aNGiAiYkJp06dYvbs2fTu3ZsNGzawdu1a2rZti4qKCpGRkUyYMIGBAweydetW5s+fT9euXUlLSyM6OprBgwczcuRItm/fzsSJE+nTpw+xsbEkJibi6enJ1KlT2b59O0OHDmX48OHcu3ePzMxMXFxcWLJkCZs3b6Z///5MmTKFsLAwNDQ0aN68OZs2bWLt2rX06tWLuXPnEhAQgKWlJbVq1WLv3r0sXboULy8vli1bxu7du6lduzZmZmYEBgYyZ84cevXqxfr169mwYQOtW7dGTU2N8PBwJk2axIABA9i6dauymO/79+88fPiQYcOGMWLECLZv386kSZPo2bMncXFxxMXF0bt3byZNmsT27dsZMWIEQ4YM4dGjR3z//p3OnTuzcOFCMjIycHR0REVFBV9fX7Zs2cKyZcto0KABnTt3Jjw8nOrVqxMQEEBSUhIuLi5cvHiRbt268e7dO+7cuYOFhQVZWVnk5uZStmxZHj58SOXKlblx4wYVKlQgLS2N4uJizMzMePnyJZUqVaJZs2ZYWVnx4sULQkNDadq0KZMmTeLWrVs0adKESpUq8eLFC5o0aUK9evXIysrCx8eH7du30759eywtLYmJiWHcuHHs3r0bTU1NmjZtyv3795k0aRI9evRACEFQUBBbt26lbdu2PH36lEGDBjF06FBSUlK4ceMGCxcu5P3793Tt2hV/f39atWpFtWrVqFixIu3atePgwYO4urry+fNnNm3axKJFi9i4cSPjxo2jsLCQ9+/f07lz539YN+SH3f/d5PmTpH8vOQCQ/lIHDhxg/PjxHDx4kLFjx1JQUMDZs2dp06bN//hnlrzzqKmpiZOTE3PnzlV+5s6dO/Hz88PKyorGjRuzZs0ajh49qrwrv3r1aho1aoSVlRV+fn5s376dNm3acPbsWebOnUunTp3Q1NTk1KlTrFixAkdHR8LCwhg7diy9evUiPT2da9euMWvWLLp3787Vq1fp378/vr6+vHz5kufPnzNmzBj69OnD1atX6d69OzNmzOD27dt8+fKFPn36MHLkSCIiInB0dGTp0qUEBwejpqaGi4sLs2fPVrJs27aNffv2YWFhQePGjVm9ejXHjx9X3plct24dDRo0oHLlyuzcuZNdu3bRqlUrgoODmT9/Ph06dEBXV5eAgABWr16tfNw8btw4fv31V7Kzs4mIiGDOnDl07dqVK1euMHjwYIYPH05cXBxPnz5l3Lhx9O7dm6tXr+Lh4cGUKVO4ffs2qampDBw4kOHDhxMREUHHjh1ZsmQJ586dQwhBt27dmD59OiEhIbRp04bNmzdz+PBhzMzMsLOzY8WKFZw4cUJ5x27Tpk3Url0bGxsbduzYobxLevr0aRYtWoSDgwNlypTh+PHjrFu3DgcHB6UTiLu7O/n5+YSFhTF//nw6d+7MlStX8PHxUbqEPHz4kPHjx+Pl5cXVq1fx9PRk0qRJ3L9/n+TkZLy9vRk6dCiXL1/G2dmZBQsWcOHCBYqKiujRoweTJ0/m4sWLtG3blo0bN3L06FGMjY1p1aoVS5YsITAwEHt7e/bv38+2bduwtbXF1taWLVu2KO/qBgYGsmzZMlq2bImxsTFHjx7lwoULpKamYmBgwP79+3F0dGTOnDlERkZy69YtHj9+jIqKCl26dCEqKors7GwMDAxo06aN8i7o/9SHDx9QVVVFU1OTjIwM1NXVOXjwICYmJnz79g0DAwOmTp3KihUrWL58uTJoMjQ0JCEhgapVq9K6dWtOnDhBQUEBQggSExMxMDDgy5cvyjqS3NxcdHV1SUpKQl9fn0+fPqGjo0NRURH5+fno6ury8uVL0tLSMDQ0JCQkhKdPnxIXF0dwcDCGhoZ8+fKFpKQkzp07x7Vr15gyZQpdu3bl0aNHNGjQgEePHv3DF4gqKir/48dK+s+T50+S/r3kAED6S2lra7Nq1SqSk5PJzc3lzp07dOrU6X/1M7ds2ULXrl3Jz8/nypUrzJw5k/79+3Px4kUmT57MgAEDSExM5NGjR4wePZoRI0YQFhbGiBEjGDt2LNHR0SQmJjJgwACmTJnCxYsX6d+/PzNnziQiIoL8/Hy6du3K/PnzlXZ+K1euVFrDNW/enDVr1nD8+HF69OjBzp072bt3L9WqVaNGjRrs2rWLPXv20KNHD44dO8a6dev45ZdfMDY25sSJE6xbt45ff/2V4OBgFi1aRKdOnSgqKuLSpUvMnj1byTJ16lT69u3Lp0+fePToEWPHjmXo0KGEhYUxcuRIpVNSQkICAwcOZOLEiVy6dIkBAwYwffp0rl69SnZ2Nm5ubsydO5fz58/j6enJ8uXLOX36NLq6urRu3ZpVq1Zx4sQJ3N3d2bZtG/v376dy5crY2toqL8Z79OiBv78/Gzdu5JdfflGmimzYsAEPDw/OnDnD4sWLcXJyQkVFhZCQEObPn0/v3r25ePEi06dPx9PTk8+fP3P//n0mTJjAkCFDCAsLY/To0QwfPpyYmBji4+MZNGgQ48ePJywsDG9vb6ZOncr169fJzMzE3d2d2bNnc+HCBXr27KkMoDQ1NWnbti0rVqzg5MmTuLu7s2XLFg4dOkT58uWpV68eO3bs4MCBA/To0YODBw+yefNmGjRoQLly5Th8+DCbN2/Gw8ODU6dOsXz5chwdHVFTU+Ps2bMsXryY3r17c+HCBWbOnImHhwfp6elK61UfHx9lcOXj48ObN2948+YNQ4cOZdy4cUqXpIkTJxITE8OXL1/w9vamX79+ODo6cvHiRXr27Em9evXw9/enX79++Pj40LFjR6WrlYGBAYGBgXTu3JmRI0fSuXNnYmNjadCgAdra2lhaWlK+fHn09PSoW7cuKioqNGzYEE1NTSpWrIilpSV6enrUqFEDVVVVGjVqRLly5Rg9ejQ6Ojo8efKElJQUevbsqXzipKenR7ly5fDz82PBggVMmjSJoqIiZSrJ27dvKS4uZuLEiZiZmdGoUSNUVVWpVq0a+vr6lCtXjooVK6Kpqckvv/yCioqK0qXF0tKSChUqoK2tTd++fbG1tUVVVZVx48bRvn17WrRowcSJE5XOLgMHDuTKlStERkYSEBDAqVOn6NmzJ3fu3MHJyQlra2u+f/+OiooK+vr6/1QHlU+fPlGnTh2SkpJIS0tDXV2db9++Ub16dVJTU6lbty5fv35VFr5///6dSpUqKcc+f/6MkZERhYWFZGZmYmFhoUzLSU1NxdTUlJycHPLy8jA1NS11zNLSkszMTAoLCzEyMlLmm6emplKpUiVlsbi+vj5fvnxRjlWvXp1v376hrq6Ojo4OaWlp1KpVi9TUVGrVqkVaWhra2tpKlho1apCamkqdOnX48uWL0hXrxyx16tTh8+fPGBoaKlksLS1/lyUvL4+cnJzfZTEzMyMrK+sPs1hZWSlZDAwMlDUCf5SlZC1EamoqtWvXJj09HS0tLTQ1NUlPT6dmzZrKsa9fv6Kvr4+qqiqZmZlUqVKl1HkxNDRECKF0JktNTaV+/fp8/vwZU1NT8vPzyc3NxczMjE+fPlGvXj0+ffqEmZkZ2dnZFBQUYGxsrKwPSk1NpWLFiqWylJyXkuYO379/R11dHT09vVI5bW1tSU9PR1tbGy0tLdLT05VzVnJe9PT0UFNTIzMzU7b/lP6PkIuApf8aJYuAd+/eTWJiImZmZhgZGXH//n08PDzw8/NjwIABhIWFYW1tjZaWFk+fPqVr167s3bu31JzxgoIC3r17h6OjIwcOHGDIkCGcPHmSJk2akJaW9rv570ePHqVt27YkJCSQlZVF48aNCQwMZNCgQRw8eJBOnTrx6tUr4LdWiefPn2fAgAHs27cPV1dXHj16hI6ODpUqVeLKlSv07t2b3bt306tXL27cuIGpqSkmJibK/Pfdu3crc/krVaqEtrY2T548oXv37uzZs0fpaV27dm1lLr+Tk5OyLiEwMJDGjRvz7ds3kpOTadOmTaksrVu3JikpSZn/XpLl0KFDODk58fr1a2X++49ZunfvzuPHj9HR0VHmv/fp04c9e/bg5eXFzZs3MTExwczMjFu3buHl5YWfn5/SNrVixYro6ury+PFjXF1dlSwXLlygRo0aCCGIjY2lY8eOyrqEU6dO0ahRI75//05ycjJt27bF39+fIUOGcOzYMezt7UlJSeHbt280bdqUgIAAZc2Co6MjsbGxFBYWUrduXc6dO8eAAQPYv3+/MpdfU1OTKlWqEB4eTt++fdm9ezeenp7cvn0bY2NjzM3NuXHjBj179sTPz0+Zy5+Zmcn169d5/fo1AQEBeHh48ObNG3r06MHgwYMBeP36NZ06dWL//v0MHjyY06dPM378eJ4/f65MA4qJiWHjxo1MmzYNCwsL8vLyyM3NxdTUlLi4OGxtbSkoKCAlJYVKlSqRkpKCoaEhOjo6CCGIiYmhZs2a/8mn5v/ay5cvqVmzJoWFhSQlJWFkZIQQgoyMDMqXL09MTAxVqlRhw4YNjBo1ioKCAgIDA/n111+xtbXlw4cPXLt2jbdv3yKEoHr16lhZWbFixQrlWnBycuLNmzfcv38fR0dH7t27x549e7h06RILFizgzZs3zJo1i/j4eBwdHTl48KCyLqZp06Z8/fr1d2t8SurC+/fvycnJoWHDhpw+fRpvb+9SdUFFRUVZ49O/f3/27t2Lu7s79+/fL7UuplevXuzevZvevXsrazJMTEy4d+/e72pcyVqSv61xZ8+eVerC36txnz59onXr1n9YFzIzM0vVuB/rghDif1zjypYty+3bt39X46ysrJRB6I817sKFC9SsWZPi4mJiY2NL1bhTp07xyy+/KDXux7rwz9S4N2/e/MO6YGNj85fUuDdv3ih14ccal5mZSVJSEpUqVWLw4MFyEbD0l5IDAOm/RskAYNKkSdja2pKfn09hYSGGhoakpKRgZWVFYmKi8q5bcXExBgYGfPr0iYoVK/LhwwfMzc3JzMxERUUFHR0dvnz5QoUKFUhISKBcuXLKVIiSd5zKly9PQkIClpaWfP36FS0tLeWdtXLlyvHhwwfKly/P58+flXcJs7KyKFu2LElJSVSsWJGPHz9iYGBAUVERubm5mJiYkJycjJWVFcnJyRgaGv5pFhMTE3Jzc/+lLB8+fMDCwoJv376hpqaGlpYWaWlp/6MsmZmZmJmZ/WkWU1NTkpKSSmUpafX5Y5akpCSMjY3/MEvJOStpA6qrq/s/yqKhoUFGRsbvsujo6CjvElpYWPDhw4ffZcnJyVHO2R9lMTIyUs5ZUlISnz594t69e/Tu3ZtVq1YpG1jt2LGDyMhIPn78SKdOnUplycjIUDYUGz58OGfPnsXExISUlBRGjx6Ni4sLhw8f5suXL/j5+TFp0iRlo7AjR45gZmaGs7MzN27cwNbWlrt379KhQwf27NnDsGHDSj1XIiIiaNu2LWpqar97HpUsyFVXVyc7O5uXL1/yyy+//MXP3j/2/PlzrKys8Pf3Z9iwYeTl5XHp0iXq1q1LUVERr1+/xsHBgZ07dyrrWqysrDh//jw9e/bkyZMnyjqgko2ljh8/TteuXRk6dCgnTpzAxsaG58+fM378eNzc3AgICODevXs8ePCASpUqMXv2bLKzs7lx4wZ6enrMmzePwYMHc/36dapXr87169dZs2YNNWvWpFGjRsyYMYPz589TpUoVHj9+zKxZs2jbti3ly5dnw4YN+Pv7U6VKFWJiYhg5cqSyd0ZAQABbt26lRo0axMXF0bNnTyZNmsSHDx+4evUqS5YsoUGDBsTFxeHs7Mzy5ct5+PAhMTExTJw4EXt7e16/fq0sWA0JCSEjIwNvb2/lRWv9+vUJDg7mwIED6Ovr4+Ligre3Nzdv3qRmzZpcu3aNtWvXUrVqVezs7JgyZQohISFUqVKFhw8fMmfOHGX/kFWrVnH8+HFsbGx49eoVY8aMwcPDA3V1dQ4fPsz27dupXr06b9++pX///owcOZKPHz9y5coVli1bRv369Xn79i1du3Zl8eLFPHr0iBcvXjB16lRatGjBmzdvsLe3x8/Pj7CwML5+/YqPjw/Ozs48e/aMBg0aEBQUxJEjR9DQ0MDV1ZV+/fpx584datasyZUrV9i4cSOVK1emRYsWjB8/nvDwcKpWrcr9+/eZN28ezZs3p1q1aixbtoyAgABsbGx4+fIlY8eOpUePHmhra7N//378/PyoVq0asbGxeHt7M3z4cL5+/crFixdZtWoVderUIS4uDldXVxYsWMCTJ094+vQp06dPx87OjtjYWGXaZkREBKmpqQwfPhwnJydevHhBo0aNOHnyJMePH0dVVRV3d3d69uzJ/fv3qVmzJpcvX2br1q1YWlrSunVrhgwZovwOOQCQ/ipyCpD0Xyc/Px8NDQ0AioqK0NLSIicnBz09PXJzc9HQ0EAIQVFREZqamuTm5irHNDU1KS4uRgiBhoaGcqxk1+LCwkIANDQ0yMvLQ1dXl+zsbHR0dCgsLERFRQU1NTUKCgrQ0dFRjhUUFKCiooKqqioFBQWlvi8/Px9V1d+eaoWFhcr36erqkpubi7q6unLsxyx5eXloamqWyvJjzpIsxcXFpbJkZ2crWYQQqKurk5eXV+pYUVHRP5WlsLCwVJaCggJUVVWVnNra2kqW/Pz8Ulm0tbX/9Lz8mLPksS85L1paWqXOi6amppLlj85ZUVERAKqqquTn5ys5S87ZH91fbW3tUln+9rz8mKWgoOB315i2tjb5+fmoqamhrq5OTk4OBw4cYNmyZYwfP145bz9+X8kAp+T6+vF3amhoMHLkSKKjoykuLuaXX35RpiIAVK1aVXlhZG5ujomJiTKwKXnx//r1a16+fAn8/7ttA6SnpxMWFqb8+cepMSoqKmhqav5bnpfbtm2joKCAvLw89uzZA8DDhw+VbkArV65ECEFmZianT59WHgcVFRVGjBjBihUr0NHRoUWLFnz48IHq1auTnZ2NEIKxY8eybNky5TopuT6nT5/OmDFjWLlyJWPGjGHfvn3Ab3Vh0aJFrF69Wlnr4+zsTEpKCq1atWLx4sVs3LiRgwcP8uHDB6VLS8lmg5IkSf+vkwMA6b9O06ZNefv2LaqqqlhZWXHz5k1cXV0JCAjAycmJ58+fo6+vj4WFBQ8ePMDFxYWAgABcXFx48OABZcuWRV9fn+fPn+Pk5ERAQACurq7cvHmTypUro6qqytu3b2nbti2BgYH06NGDK1euULNmTfLz80lOTqZ58+YEBwfj7u7OxYsXadCgARkZGaSlpdGoUSMuXLiAu7s7wcHB2NnZ8enTJ/Lz87G1teXy5cv06NGDwMBAWrduTXx8PCoqKkq7upIsHTp0UNollmTp0qULAQEBODs78/DhQ0xNTTEwMODZs2d07NiRgIAAunfvzq1bt6hYsSIaGhrExsbStm1bTp48SY8ePbh69SrVq1dXplv8mCU0NJT69esr7RJ/+eUXJcvZs2dp2rQpnz59Ijs7mzp16hAREUGPHj04deoU9vb2xMfHI4TA2tqa69ev4+rqyokTJ+jQoQMxMTHo6OhQrlw57t27VyrL48ePMTY2pkyZMjx58kTJUrLbcMk88jdv3tCuXTtOnDiBm5sb165do1q1ahQXF5OYmEjLli0JCgrC3d1deSc5MzOTL1++0LhxYyXL+fPnadKkCampqWRlZVGnTh0uXbqEu7u7kuX9+/cIIahWrRrXrl3Dzc2NEydO0L59e4QQtG7dmk2bNrF161blXef4+Hila42hoSHR0dF06tSJgIAAHBwc2Lp1q9JzvmTKgJubGyNGjKBly5YEBwdjY2ODp6cny5Ytw8nJCXV1derUqcO6deuwsrKiXLlyLFmyhMaNGyOEYPTo0QCUK1dO2VyvZcuWyrv/Ojo61K9fX3n+2NnZKYMbHR0d6tat+295Xnbu3FkZEJXsH2BjY0PZsmWB39oCq6iooKWlRbNmzQCoXr06+vr6wG87fMNvc6tr166t5NDU1ERFRYVu3bpx7tw5zMzM6N27N/7+/qxevRpNTU2lBXDfvn3R0NAgPj6ec+fO0b17d6UuPHv2DAMDA9asWaO0b/Tz8+PkyZOsW7eOy5cvM2fOHAICAtiyZQtDhw4lODhY6W6lqqpKaGgoixcvZuTIkVy8eJGFCxfi5uZGeno6d+/eZeLEiYwbN47w8HCmTZvGoEGDePPmDXFxcQwaNIhp06YRHh7O2LFjmTp1Krdu3SIjIwM3NzcWLlzIxYsXGTFiBEuXLiU0NBRVVVXatGnD2rVrCQ4OZujQoWzbto2AgADMzc2pX78+u3btUqa++Pv7s2vXLurUqYOlpSXHjh1TumkFBQWxdu1a2rRpg7a2NufPn2fp0qWMGDGCkJAQFi9eTPfu3fn+/Ts3btxg2rRpjB07lvDwcGbMmMGAAQOIi4sjJiaGIUOGMGXKFMLDwxk/fjzjxo3jwYMHpKen4+7uzvz587l48SIjR45kwYIFhIWFoaqqSvv27Vm9ejVnz55l6NChbNmyhcDAQExNTWnQoAHbt2/n2LFjDBkyhIMHD7Jnzx5q1qxJpUqVOHz4MLt27WLIkCGcOnWKDRs20LJlS3R1dTl37hyrV69m+PDhXLhwgSVLltCtWzdycnK4evUqM2bMYMyYMYSHhzNz5kwGDBhAQkICL168YMSIEUyePJnw8HAmTpzI6NGjefToER8/fqRnz57MmzePsLAwRo0axbx58wgPD0cIQYcOHVi5ciXnzp1j2LBhbNiwgaCgIExNTWncuDFbt27lxIkTDBkyhP3797Nv3z6qVKmCtbW1km3IkCEEBgayadMmmjZtiqGhIWfPnmXKlCn/luekJP1dQpL+Szx9+lQAolOnTiI8PFxs2rRJTJ8+XTx+/Fi0adNGJCUlie7du4uoqCixYsUKMX/+fHHnzh3RqVMnkZycLDp16iTu3r0rFixYIFasWCGioqKEq6urSEpKEm3atBGPHz8W06ZNE5s2bRLh4eHCy8tLfPjwQbRs2VK8ePFCjBs3TuzevVucOXNGDBgwQMTHxws7Ozvx5s0bMWzYMHH06FFx9OhRMXToUBEbGyvs7OzEu3fvxMCBA0VQUJDYu3evGDt2rHj58qVo3ry5+PDhg+jVq5e4dOmS2Lx5s5g6daqSJTExUbi5uYmrV6+KVatWifnz54u7d+8KR0dHJcvt27fFwoULxfLly8X169dF9+7dRVJSknBwcBCPHj0SM2fOFBs2bBARERHCy8tLJCYmipYtW4rnz5+LCRMmiF27dolz586J/v37K1liYmLEiBEjxOHDh8Xx48fFkCFDRGxsrGjWrJl49+6d8Pb2FkFBQWLfvn1i9OjR4tWrV6J58+YiISFB9O7dW4SGhoqtW7eKyZMniydPnojWrVuLxMRE4e7uLiIjI8Xq1avF3Llzxf3795UsLi4u4tatW2Lx4sVi2bJl4saNG6JLly4iKSlJtGvXTjx8+FDMmjVLrFu3Tly+fFn8+uuvIjExUdjb24tnz56JCRMmiB07dojz58+Lvn37ivfv3ytZRo4cKQ4dOiROnDghfHx8xNu3b0XdunWFurq6qFChgjAwMBAHDhwQo0aNEhoaGqJGjRri/fv3ok+fPiIkJERs27ZNTJw4UTx79kzY29uLtLQ0kZycLAYPHixyc3NFWlqaGDBggHj37p0oLi4WaWlpIjMzU+Tm5orc3FyRmZkpioqKREZGhigqKhLfv38XeXl5Ijc3VwghxLdv30RxcbHIyMgQhYWFIiwsTFSvXl1Ur15daGpqChsbG1G9enVRqVIloaurqxzT1tYW1tbWokqVKkJdXV25/d/55eHhIWJiYpQ/x8bGCldXV1GvXj3x/fv3v+R3/r0va2troa2trfw5IiJCFBYWCiGEyMjIUOpETk6OyMvLE9+/fy/12Jecl7S0NFFQUCC+ffsm0tLSRFxcnBg0aJBIS0sTubm5on///uLjx48iLS1NqQtTp04VmzdvFmFhYaJnz55CTU1NZGdnCw0NDTFu3Dixd+9eYWBgICpUqCDU1NREgwYNRGxsrFIXjhw5IoYNG6bUhfj4eDFgwABx5swZsXv3bjFu3Djx4sULpS54eXmJsLAwsXnzZjFt2rRSNc7V1VVcu3ZNrFy58g9r3J07d0rVuB/rQkmN27hxo1IXfqxx48ePF35+fiI4OLhUXXj9+rUYMWKEOHLkSKkaV1IX/qzGJSQklKpxU6ZMEdHR0UpdcHNzU+rCvHnzxL1795S64OzsLG7duiUWLVokli1b9rsa9/Dhw1I1ztPT8w9r3Pnz50W/fv1K1YURI0YIf39/ERAQIHx8fJQsJdfCqVOnxP79+0vVuJK68GONe/r06R/WuDlz5oj79++L9u3b/67GLV26VNy8ebNUjXvw4IGYPXu2WLt2rbh8+bJwcnISgHj69Ol/5N9a6eeg/p8egEjSv2rcuHEEBQVRt25dOnTowIIFCzh58iT29vaEhYWxYMEC2rdvj76+Phs2bGDfvn20atWKqKgoJk2ahJeXF1lZWezdu5eNGzfi4ODA9evXGT58OCNHjiQ2NpagoCCWLl1Kx44diYqKonfv3sydO5dbt24RExPDtGnTcHNzIyIigq5du7JhwwbOnz+PEAJfX1/69+9PSEgI7du35+DBgxw+fBgTExN69erFmDFjuHDhAvb29kqP9Jo1a9KpUyfmzZtHYGAgLVu2JDQ0lCVLltC6dWsMDQ1Zt24dBw8epFWrVly7do2pU6fi4eFBbm4uu3fvZvPmzbRt25br16/j6+vL8OHDef/+PSdPnmTZsmU4OjoSFRVF3759mTVrFvfu3ePKlSvMmDEDV1dXLl++jKurK2vWrOHixYsUFhYyatQo+vbtS2hoKI6OjuzZs0dpgdmvXz98fX25cOECrVu3JjAwkG3btlGtWjW6dOnCrFmzCAoKokWLFoSGhrJ8+XJatGhBrVq1WLVqFYcOHaJ169bKfejevTuFhYXs2rWLHTt2KFlGjRqFj48PiYmJBAQEsHLlSjp06MD169fp168fM2bM4PHjx0RERDB79my6devGlStX6NGjBytWrODy5ctkZ2czevRoevfuTWxsLPHx8VhZWaGmpsaIESOIiIjg6tWrREZGUrFiRYQQmJiYYGtry6ZNm5gwYQJhYWE0atSIJ0+eMGLECHbu3MmoUaPYuXMnLVq04O7duwCMHz+eHTt2AChTsUp2wi55t7tkupOBgQGAclxHR4fXr18r13pcXFypa//t27cA3L17Fw8PD5KTk0tlEUJQXFzM27dvlXf6Q0ND2bx5M1WrVmXq1Km8fPmSDh06kJ2dze3bt6lVqxbz5s0jOTmZ4cOH4+HhwZ07dzA1NaVMmTLMmjULDQ0NZsyYQWhoKElJSZiZmdGuXTt8fHxITU3l2rVrLFq0CDs7O168eIGbmxuzZ8/m6dOnvHv3jjFjxuDg4MDz588pX768Mi1ORUWl1FQ9FRUVNDQ0yM/P/9Pnf8njo6urq3zK8eNO4yVTmkr+q6uri6qqqrKuZd26dXh4eCgbOjk7O3P9+nWuXbtGamoqe/bsoW3btoSFhZGYmIi+vj6bNm1i5cqVSrerK1euUKFCBerWrYuHhwedOnUiPz+fa9eu0b17d968eYORkREZGRnKNLWMjAyMjIx48+YNxsbGpKamKhm+f/+OkZERb9++xdjYmOTkZHR0dADIycnB0NCQ2NhYjIyMiI+PR19fX1mHU6ZMGd6+fat8f5kyZcjLy0NDQwM9PT3i4+MxMjIiNjYWQ0NDcnJyEEKgq6tLcnIyxsbGyrHv37+jpqaGrq4uqampGBsbK/c3IyMDDQ0N1NXVycjIUL7P2NhY6Tykqqr6uywpKSlKluzsbCWLsbHxP5UlPz8fIQT6+vrExcVhbGzM27dvMTQ0JDs7m+LiYnR1dUlISFC+rySLioqKkuXHx74kS0lHHhMTk99lyc7O5tu3b6W+72+zlClTRjn2/v17dHV1lTVFP2aJi4vDwMBAmXb4Y5Yfz0tJlpSUlH/8D6Ek/S/JKUDSf50NGzbg5uZGfn4+4eHhzJs3Dw8PD65cucLo0aMZNGgQHz584OHDh4wbNw5vb2+ioqLw9vZmwoQJPH78mA8fPjBo0CDGjh3LlStX8PDwYN68eVy6dIn8/Hzc3NyYOXMmoaGhdO3alfXr13P8+HGMjIywt7dnxYoVBAUF4ezszP79+9m5cyc1atSgZs2abNu2jYMHD+Ls7MypU6dYtWoVzZo1w9TUlKNHj7Jp0yZcXFwIDQ1l7ty5dOnShaKiIi5evMiCBQtwd3fn8uXLjB8/nv79+/Px40cePnzIhAkT6N+/P1FRUQwaNIgxY8bw5MkT4uPj8fHxYfTo0URGRuLl5cWcOXO4cuUKWVlZeHh4MGPGDMLCwujWrRtr164lMDAQfX19HBwcWLZsGadPn8bZ2Rk/Pz92795NlSpVqF27Nlu2bMHf35+OHTty4sQJ1q5dS7NmzTAzM+PQoUNs27YNFxcXLly4wLx583BxcUFFRYVz586xZMkS3NzcuHz5MhMnTqR3796kpqZy+/ZtpkyZQr9+/bh69aqycdnLly+Ji4tTNv+KjIykZ8+ezJw5k2vXrvHt2zdlk7Dw8HC6d+/O6tWrlT0h2rdvz+LFiwkODsbZ2ZmdO3eyf/9+KlasSP369dm8eTNHjhwBwN7eng4dOrBz506WLVvGqlWryMjIoGzZsjRu3Jhbt24REBCAmpoaPj4+ALi4uBAeHk6vXr2oU6cO1tbW3LlzhzFjxnDq1CnU1NQoU6YM69evJzIyksjISOC3qS0FBQXAb2sjcnJyOHjwIM+ePfu717mVlZXyIrlSpUoATJkyhREjRvDLL78ghCAvLw97e3s6duzI1q1bWb9+PW5ublhbW/PgwQM0NTVp1KgRgYGBFBYWMm7cOOrWrcv169fJyMhgxowZBAYGsmbNGvbv34+LiwthYWFYWFjQuXNn+vfvz7hx4xg5ciRRUVE8ffqUChUqUK5cOS5fvszIkSOZPXs2QUFBtGvXjq9fv9KsWTPu3r2Lt7c3S5cuxdXVlYEDB6Kjo4ONjQ337t3j119/ZeXKlezatQsHBweePXuGpqYm1tbWXLp06U8fE21tbSwsLP7u4xYUFMS9e/eUP7dt2xb4bS1HTk4O48aNw8bGhh49egAQGhqKEAI7OzsyMjK4desW5ubmfPv2jejoaObMmcOpU6eYO3cu7dq1Y/bs2Xz+/JmnT5/y5csXXFxcWLx4MUOHDqVhw4bKOZMkSfq/mRwASP91+vbtS2RkJOrq6jRu3Jjdu3ezfv16Jk+ezMyZMwkODsbc3JwaNWpw7NgxFi9ezKRJk1i8eDFHjhyhWrVqmJubExwczPTp05k8eTLr169n9+7dNG3aFHV1dSIjIxkzZgzTp09n69atbNy4EUdHRzIzM4mOjmbQoEHMnTuXnTt3snz5ctzd3Xn//j3v37/Hy8uLpUuXsnPnTubNm4e3tzfPnz/n27dvODk5sX79erZv38706dOVF1aqqqrY2dnh5+fHhg0bmDJlCtOmTSMkJAQTExNq1KjBkSNHWL58OZMmTWLRokUcP36cqlWrUq5cOc6cOcPMmTOZPHkya9euZc+ePTRq1AhtbW0uX77M2LFjmTZtGlu3bmXz5s04ODiQm5vL/fv38fHxUbKsWrUKNzc3kpKSlE4lS5YsYdeuXcyfP58BAwbw/Plz0tLScHFxYc2aNWzfvp2ZM2fi6+vLjRs3EEJgb2/Pjh072LhxI1OnTmXy5MmEhoZiZGRErVq1OHTokJJl/vz5nDhxgkqVKmFpaUlQUBBz5sxh8uTJrF69mn379tGgQQP09PQIDw9nwoQJTJ06lc2bN7NlyxYcHBwoKCjg3r17DBs2jNmzZytZunXrxsePH3nz5g29e/dm8eLFABw6dIhLly4xd+5c1q1bR0JCAseOHcPAwIANGzawe/dutm7dihCCT58+AeDn58fMmTPZvHkzY8aMoW3bttSrV4958+Yxb948iouLycrKYsuWLTRp0oQmTZoAcOrUKWXRempqKgEBAQwcOPAfzr3funUrxsbG6OnpKYtbly9fztWrVzE2Nsbf3x89PT0OHTpESEgICxcuZNWqVQQGBtK+fXtsbGw4cuQIderUYfPmzcogtVq1agwfPhx9fX2GDh3KkCFDWLBgAd26dWPz5s00a9YMNzc3pkyZQvv27fH09MTd3Z01a9bQrl07nJ2dOXz4MA0bNmTDhg2sWLGCtm3bcufOHUxMTAgMDFTOw6BBg7hx4wbPnz/n2LFjtG3blrp163LlyhV27tyJt7c3eXl51KlTBycnJ1JSUpg2bRoAtWvXxtTUFPhtsbKzszN16tRh6tSpf/dxc3d3V9YYAFy/fh2ApKQkLly4QFBQECkpKQQHB6OiosL48eO5evWqshfGuXPn2LdvH1OnTiUlJYWlS5eye/duFi9ejK+vL6tWrcLMzAxbW1t2796tDHy2b98OwOHDh5XzLUmS9H8r2QZU+q9R0gZ09OjRNGnShKysLHJzc6lQoQLPnz+ncePGPHr0iKpVq/L161eKioqwsLAgJiaGRo0a8fDhQ2rUqMHHjx9RU1NTPvZt2LAh9+/fp3bt2iQmJqKtrY2enh4JCQnUq1eP+/fvU69ePeXjak1NTT5+/EitWrV48OABDRo0IDY2FhMTEwC+fPlC9erVefToEb/88gsvXrzA3NxcmQZgY2NDdHQ0jRs35unTp1SsWPEPszx+/Bhra2syMjIoLCzEwsKCV69e8csvv/Dw4UOqV6/O58+fUVFR+V2WWrVqkZSUhJaWFgYGBrx//5769etz7969Ulm0tbVJTk7+XRZjY2NUVFR+l+Xly5eYmZn93SzZ2dlkZ2dTsWLF/3WWBw8eYGtrS3JyMpqamqWy3L9/n7p16xIfH4+enh46OjpKln79+rF//34li6qqKp8/f6Z69eo8ePBA6RxkYWGBuro6Hh4eBAYG8uHDB4yNjRk2bBi3bt3CzMyMEydOMGPGDLZu3cq0adPIzMwkIiICGxsb9PX1iYqKwsvLi2vXrildpM6fPw/8tjD2H3FyciIsLAwTExMKCwuZMWMGLVu2ZN++ffTs2RM1NTX27dvHsGHDlE3Udu7cScWKFZUpRYmJiVSuXBkXFxeCg4Np0qQJjx49Uu6PmZkZ2traJCQkALBgwQIWLFhAcXExpqam6OvrK916AFq0aMHNmzf/8P7+eKxjx47o6uoSFBSknGd9fX1GjBjB8uXLAZQ+/ZmZmcr3mpiYYGhoSFxcHPXr1//dtXD48GG8vb0JDAzEyMgIY2NjbG1tmTZtGnZ2dnz79o2BAwcq+zW0atXq735y8GfU1dVp1aoVgYGB9O3bl5s3b2JtbY2lpSVCCFatWsWwYcNYsWIFXl5eJCcnY29vz7Zt28jIyPjTn7tt2zbevn2Lo6MjI0eORAjBtm3bCAsLo1q1auzZs4cXL15gYWFBfn4+mZmZWFtbK8+lJ0+eYGVl9ac1zsbGptRz6X9S4/T19Xn//v2/VOP+N3UhKyuLnJycf0td+J/UuNq1a3P//v1/a42rVKkST58+/V2WgoICLC0tlRa7/2qNu3v3Lps3b5ZtQKW/lFwDIP3X0dLSUqZUqKurk5ubi66uLpmZmejo6JCXl6e03czLy0NHR6fUMXV1dVRUVEod+9uWnCUtI7OyspSWk+rq6qVacpYcK2njWFxcDFDqWFZWltK6sKRdZ3Z2tnKspB3lH2UpaTVZ0q6zpC1pSZYf51H/mKWkhWhJi8WSLCXHfsxSUFDwh1mEEErbzR+z/G3r0ZIWl3+bpaRd59/e3z/KUvLY/9E509XVLXXOfsyiq6urZIHfptdoamrSv39/1q9fz/Dhw5k1axZFRUXs3r1b2cjsyZMnrF27llq1atG8eXNOnjypzBFfuHAhO3fuVPZWaNy4MRkZGaioqDB9+nTgty41rq6uyvVYpUoVAGV36h9t3rxZ+X9jY2PGjx/PtWvXMDIywsbGhqNHjzJo0CAqVqzIsmXLlFaXZcqUYfny5aSkpCCEYP369ZiZmVGvXj0Apk6dyrVr15gwYQJ79+5lxowZHD16lMjISCZMmMDTp08pU6YMY8eO5cyZMzg4OJCdnc2bN29o1qwZO3bsYN68eUp3rLS0NJKSkqhXrx5GRkacOXNGmUbWuXNnbt26RfXq1TE1NeXMmTPMmzeP8+fPY2NjQ25uLg4ODnz8+JF58+axY8cOVFRU6NSpE6ampty+fRttbW2mTJlCYGAgtra2dO/enWPHjjF8+HDGjRvHwYMHCQ0NRVdXl6pVqzJs2DDlsVy0aBH79+8nMzMTdXV12rdvr7Sv3bJlC/PmzWPOnDmoqqpy6tQpqlatir+/v9IG9O+9UC9pw9q3b1/gt8FNCRUVFaZOncq3b99wdnamUaNGpKenK3O4p02bRlZWFjdv3lQ2sirpbrVr1y7lmiypC4WFhSxbtowNGzYwYMAA5s2bR1FRkdKq95+tCz+26i15Lv0zNa6khe3/psaV1IW/rXF/Wxf+LMvf1oW/V+NK2vH+UV34V2pcSV0oOVaSpaioCFVV1f9VjcvJyfnDGve35+xfrXH/zC7WkvS/JacASf91ateuTXJyMqqqqpibm/P06VPatm1LREQEdnZ2vHv3Dh0dHUxMTHj16hX29vZERERgb2/Py5cvlV1U3717h52dnbJp0tOnT7GwsEBVVZXk5GQaN27MlStXcHBw4OHDh1hbW1NYWMiXL1+oX78+UVFRtGvXjjt37lC9enW+f//O9+/fqVmzJrdv36Zdu3Zcv36dOnXq8PXrV/Lz85W52Q4ODly5coVGjRqRkpKCiooKFhYWPHnyhLZt23L58mXs7Ox4//492tramJiY8PLlS1q1akVERAQtW7bk1atXSpa4uDglS+vWrXn69ClmZmaoq6vz4cOH32WpVKkSRUVFfP78uVSWu3fvUq1aNTIzM/n27Ru2tralstSuXVvJUjKf28HBgcjISBo2bKi8YLW0tCQ6OhoHBwcuX75M06ZNSUhIQEtLC1NTU168eKFkadGiBbGxsRgYGCiL45o3b65kefbsGWXLllWyNGnShMuXL+Pg4MCjR4+wsrKiuLiY1NRUGjRogJaWFtevX+fAgQOsXLmSnJwcqlWrxtixY9mzZw+jRo3CxcUFbW1trl+/jqenJ1u2bKFKlSpKq0ItLS2qVasGQI0aNf5HvfLnzJlD69atCQkJQUdHh9zcXG7cuMGbN294+vQpt2/f5sCBA2zcuJE+ffoQHR1NeHg4K1eu5N69e8qUmdWrVyvTbkrcuHEDe3t7fH19qVOnDn5+fvTs2RMXFxc2b95MkyZNWLlyJWpqahgbG3Pp0iXevn1Leno6mpqadOjQATU1NSpUqEBgYCBVq1alatWqLF26lJycHEJCQpQXScHBwVhbW7N27VoyMzMJCQlBXV2dRo0aYWJiQmhoKLm5ufTq1Qt1dXWaNGnCwoULqV69OhUqVKBXr16cO3eOgoICIiIisLa2VqZbvXz5kvXr1zN9+nTc3Nxo0aIFN27c+N1juXDhQh49esSKFSt49+4dubm5HDhwgCZNmnD9+nU2bNhAv379SEhIoEWLFnh4eHD9+nXlBeW5c+f+5fM3atQo4LcBfcm1UL16dWW9yejRo9HU1MTW1pY7d+7w+vVr9u3bR35+PpcuXcLHx4fatWtjbm7Ozp07Wbp0KceOHePcuXNKa9YvX75QWFiItbU1Dx8+VOpC48aNSU5OVurCH9W4krrwtzXux7rwY41r06ZNqRqXmJj4p3Xhb2vcj3Xhf1PjLC0t/7DGaWlp/a7GtWjRgtevX1OmTBmlLvxY4549e1aqxv1YF37Mkpqa+odZcnJyyMjIoFatWkqWGzduULt2bdLS0sjNzf2HNe7x48f/oxr39u3bP6xxGhoafPjwQb7rL/2f8X+q3ZAk/W+VtAHt2rWrCA0NFZs2bRKzZs0S9+/fF87OzuLdu3fC09NTREZGipUrV4oFCxaImzdvCldXVxEfHy9cXV3FzZs3xcKFC8XKlStFZGSk8PLyEu/evRPOzs7i/v37YtasWWLTpk0iNDRU9OvXT8TFxQlHR0fx+PFjMXHiROHn5yeCgoLE4MGDxZs3b0S7du3EixcvxKhRo8Thw4fFkSNHxMiRI8XLly9Fu3btxOvXr4WPj484efKk2L17t5gwYYJ48uSJaN++vYiLixP9+/cXFy5cEJs3bxYzZ84slaVnz57iypUrYvXq1UqW7t27i/j4eOHm5iZu3LghFi1aJFasWCEiIyOFp6eniI+PFy4uLuLevXti9uzZYuPGjeLSpUuib9++pbJMnjxZ7Ny5U5w5c6ZUlufPn4vRo0eLQ4cOiaNHjwpfX1/x6tUr0a5dOxETEyOGDh0qTp48Kfbu3SvGjRsnnj59Ktq3by/evn0rBgwYIM6fPy+2bt0qpk2bJh4+fCg6deqkZImIiBBr1qwR8+fPF7du3RJdu3YV8fHxwt3dXURFRYmlS5eKFStWiKtXrwoPDw8RHx8vunTpIu7cuSPmzJkjNmzYIMLCwkSfPn3Eu3fvhJOTk3j06JGYPHmy2LFjhwgODhbe3t5CXV1dvHv3Ttja2gpXV1dx4MABERAQIJycnEStWrVEfHy88PT0FK9evRLTp08X+/btE1euXBGFhYWiU6dOIisrS/j6+oqHDx+K06dPK9dfly5dRHFxsfj8+bOYP3/+765PTU1NAShf5cuXF/r6+qJWrVpCU1NTvHz5UrRp00b4+fmJZcuWCU9PT5GcnCxMTEyEo6OjuHXrljA0NBQNGzYU586dE82aNRPfv38XZcuWFZ8+fRL9+/cX/v7+4vz58yI9PV10795dJCcni7S0NOHh4SGioqJERESE6Nevn/j06ZP4+PGjcHV1FXFxcWLcuHEiKytL5ObmiiFDhoicnBzh4uIiCgoKRFhYmDhy5IhYs2aNuHPnjigqKhIfPnwQffr0EXl5eSIzM1Ns27ZNXL9+XRQWFork5GTl/GzYsEFkZmaKvLw8MWDAAJGTkyM6deok0tLSxMOHD8XJkyfF8uXLxYMHD0SnTp3Ep0+fREpKihg4cKDIzs4WCxYsEO/fvxc2NjYiJydHuLm5ievXr4vFixcr18Kvv/4q3r17JypVqiTevn0rjI2Nxa5du0TPnj1FjRo1ROPGjUVcXJyoUaOGAIS5ubkIDg4WLVu2FIBQVVUVtra2onv37mLt2rWlzpGOjs6f1pvPnz8r///jtTBkyBCRnZ0t3r9/L7y9vYUQQuzfv19cunRJpKeni65du4qcnBxRpUoVce3aNbFs2TIxduxYYWNjI168eCGMjIzEmzdvxODBg0VQUJDw8/MTEydOFNHR0cLR0VHExcWJfv36iZCQELF58+bf1TgvLy9x5coVsWrVqn+qxnl6eop3794JFxcXpcaV1IW/rXGTJk0Su3btEqdPn/5djRs9erTw9/f/wxo3ZMiQUjXux7rwY42bPn26ci2U1IXLly+LNWvWiAULFohbt26VqnE/Xgt/W+Pu3r1bqsb9WBd+rHHBwcFi0KBBIjY29nc17vjx42LEiBGlatywYcPEiRMnxL59+0rVuNjYWDFw4MA/rXG9evVSaty8efPE7du3f1fjli1bJpYvXy6uXbv2uxo3d+5csW7dOhEWFiY6d+4s24BKfzn5CYD0X2fkyJGcPXsWTU1NHBwcWLp0KQcOHMDZ2ZnVq1dz4MABKlSoQMOGDdm8eTPbtm3DycmJbdu2sWnTJurXr0+FChWUd4idnZ05cOAAS5cupV27dmhqanL27FnmzZtHt27dOHbsGNOmTcPd3V3pEjJp0iR69uypLHgs2fCnZJMcHx8fAgMD6dWrFxMmTODBgwekpaXx66+/MnHiRE6cOEG3bt2YM2cOFy9eRE1NjQ4dOrBkyRIly4oVK/D398fc3JyGDRuyadMmduzYgZOTE1u2bGHr1q3UrVsXKysr9u/fz5o1a3BycmL//v0sX76cNm3aoKOjw+nTp1mwYAFdunTh2LFjTJ8+ne7du5OTk8O1a9eYPHkynp6eBAYGMnLkSAYOHMj79+95+fKlki0wMJB+/foxZswYHjx4wOfPn+nduzfjx4/nxIkTuLq6MmvWLC5duoQQAmdnZ+bPn4+/vz/Ozs4sX76cgIAApcvO+vXr2bVrF05OTmzcuFFZoFqpUiX27t3L+vXrcXJyYs+ePaxatQp7e3v09fU5ceIES5cuxcnJiSNHjjBr1iy6detGfn4+kZGRTJs2jQoVKtC4cWO0tbWZOXMmo0aNQk9PDxMTEyIiIihfvjxPnz6lWrVqtG7dGi0tLVq3bo2amhpBQUG0bNmStWvXUqdOHZydnZkwYQIfPnzgxIkTCCEwMjJixowZSstNQJkuUKNGDe7cuYOKigorV67ExcWF169fU1xcTMuWLTE2NqZSpUosWbKEs2fPAr91tjl69CjLli0jJSWFgQMHUqZMGYyNjbG2tubNmzf06tWLsWPHkpyczO3bt/n8+TMBAQG0bdtWmXKQkZHB169f2bNnD7169VI2VatUqRLdu3fn9OnTzJo1i5kzZ6KlpcWRI0fw8PCgXbt2/Prrr4wePZrly5eTmZmJpaUly5cvx9fXl/DwcMqWLUuzZs1o1aoVxsbGHDp0iPLly1OlShUuXrzI5MmTWbx4MVpaWpw5c4asrCwOHTpE9+7dmThxorIAv23btpibm+Pr68uePXvIy8sjLy+Ply9f0qBBA44dO4aJiQkFBQUUFBQobRItLCyUBcKHDh1CU1MTY2NjLly4QGJiIp07d+bChQsMHjyYOXPm0K9fP/bu3UuFChX4+vUrb9684dKlS8ybNw8VFRUePHhA1apVUVNTU1qylnyVTP8wNjamuLiY+Ph49u3bh7OzM8XFxWzatAk7OzsqVKjA/PnzGT9+PH379uXKlSukpaXx6tUrAD58+MCePXuoUaMGbdq04ZdffqFly5ZkZWXRrFkzPn/+jJ6ennLuTE1Nef78OWXLliU+Pl5pEfv9+3dMTU158uQJ5ubmxMTEYGhoqHSUMjY25vnz55ibm/P8+XOMjY3Jzc1V2s/GxMQon5Sampry/ft3pQVtfHw85ubmPHnyBDMzM9LT01FXV0dfX5+kpCTMzc2Jjo7GzMyML1++oKWlhY6ODp8/f1aOmZub8+nTJyVLeno6ZcuW5enTp5ibm5OQkPB3s5QpU4bCwkKys7MxMTFRvq8kS8k1YmRkxMuXLzE3N+fZs2eYmpqSmZlJUVERBgYGvH37FjMzM548eULZsmWV6VoGBgZK69ofs2hqaqKtrU1qauofZtHQ0CAtLU35vj/LUnLszZs3GBgYUFhYSFZW1h9myc3NVbKUrA178uQJpqamZGVlKVlK1upI0l9JrgGQ/uusXbuWWbNm8fTpUy5dusTChQvp2rUrV69epX///syfP5/IyEiys7OZNGkSvXr14vr163h4eLB+/XpOnz6Njo4OQ4YMYcSIEVy9epWuXbuyd+9e9u3bR6VKlejRowfTpk0jLCwMR0dHjh07xsaNG2nUqBG2trYsWbKEM2fO0KZNG4KDg1m0aBGdOnVCRUWFTZs2cfjwYdq0aUNISAhTp06lZ8+efPnyhcOHD7N161bat29PWFgYo0ePxtfXlxcvXnDhwgUWL16sZBk4cCCzZ89Wpo1MnjwZLy8vZdrKmjVrCA4ORktLi2HDhjF06FCioqLo1q0bu3fv5uDBg5QvXx5PT08mT57M5cuXlSybN2+mXr16tG/fnkWLFnH27FkcHBw4deoUS5cupUOHDmhoaLBhwwaOHDlCmzZtOH/+PDNnzsTT05OvX7+yf/9+duzYQfv27QkNDWXMmDGMGDGCmJgYgoODWb58Oc7Ozly9epVBgwYxffp0bt++zevXr5k2bRq//vor169fx8vLi5UrV3LhwgXU1dUZPnw4gwYN4vr163Tr1o2dO3dy+PBhLCws2LdvH+PGjUNbW5s6depw//59Fi5cSJMmTejatStLlizh1q1bWFhY8O7dO9avX8+3b9/Iy8ujY8eOylzb58+fA79fpKutrU1UVBQ6OjqlerQfOXKE1NRULCwsSE1NZcSIETRu3JhRo0bx5MkTHB0dSU1NpXHjxujo6DB37lw+ffrElClTOHr0KDk5Oejo6PDkyRPOnj3L9+/fyc3NRVNTk1evXtGhQwdu3LjBtWvXMDU1pVWrVoSEhChzk8PDwwGUzkIlSl5sHj16tNTtJX8/NjYWgPbt2wPQu3dv5e8YGhpy+vRpAFRVVZk0aRKBgYEEBgaW+ll79uz53WNUYurUqaxYsQJ3d3flNk1NTSpUqMDq1auV206ePAmgPO52dnbY2dn9YRZbW1vmz5+v3P7gwQPgt3nTRUVFynxvLy8vZXfokjnWo0eP5vHjx6SkpKChoaHs7J2RkYGmpiZFRUUsWrQIHR0dVFVVSU1NpUaNGpw/f54tW7ZQsWJF5s6dS25uLuXLlyclJYWyZcvy6dMn9uzZo7zozszMRFVVlcqVK7N+/XoApcNUTEyMcn8LCwspKipCS0uL8PBwZWpKdnY2KSkpbNu2DUtLS4YPH467u7uyILRChQqkp6cj/f+E7FciSf9W8hMA6b/O4MGDCQsLQ11dnRYtWrBp0yb27t2Lr68vS5cu5eTJk5QrV47atWuzb98+Nm3axPDhw9m0aRP79u3D1taWcuXKcfLkSZYsWYKvry979+5l06ZNtGzZEnV1dcLCwpg6dSpjxozh8OHDLF++nC5dupCZmcm9e/fw9fVl0qRJBAQEMGfOHPr06UNcXByxsbEMGDCAWbNmERAQwKRJkxg+fDiPHz8mPT2dbt26sXTpUo4cOcKYMWOUF+Zqamq0atWKjRs3KlkWLVpEUFAQZcuWVbJs2bKF4cOHs379eg4cOECNGjUoX748AQEBLFu2jBEjRrB79262bNlCs2bN0NHR4eLFi0yfPp1Ro0Zx+PBhVqxYQadOncjJyeH27duMGjWKiRMncuzYMebPn0/v3r1JSEjgzZs3DBw4kJkzZxIQEMDUqVMZMmQIjx8/5uvXr/To0YNFixZx5MgRxo4dy6RJk4iMjEQIgYODA2vXruXAgQP4+voyf/58goODMTY2pn79+uzevZtt27YxfPhw1q5di7+/P1WrVqVixYocP36cVatWMXz4cPz8/Ni+fTtNmjRBX1+fzp07M3DgQI4fP46KigoqKiqlXhisXr2a8ePHExMTw4IFC5gzZw4AR44cISkpiTFjxiidcf6R7t274+vrC8C9e/cwNzcnIiKCAQMG0KxZM6Kjo5k2bRpJSUnKJlZ/e50eOXKE6OhopX3q0aNHmTBhApmZmWzatIn09HSGDBnCiRMn+Pr1K48ePaJ///7KfOrhw4crnzKUSE9PJy8vD+D/yDuF5cuXx9LS8i//PfDbQtnU1NTf3S6EIDExkdTUVKUl6pgxY0hJSWHIkCHk5eUxduxYKleujIeHB8uXLyc1NZVjx47h5eXFyJEjiYyMZNOmTejr6/Px40eaNWtGfHw8dnZ2pKSkEBISQl5eHqNHj0ZHR4fQ0FBMTEwICgqiVq1ajBkzhm7dugH8wz7/QgiSkpJITEzkxIkTZGRksG7dOlxcXJS2p3/7M4QQ9O7dmwsXLvDs2TOmTJny73lQ/x8h91aQpH8vOQCQ/utERkZSu3ZtiouLef36NZ06dWLfvn34+vpy8uRJmjRpQkZGBomJibRp04bDhw8zcuRI5V35pKQkMjIyaNKkCYGBgfj6+rJv3z46deqkTNeoXbs2586dY9iwYezevRs3NzcePXqEtrY21tbWhIeH4+3tza5du+jduzc3btzA1NQUMzMzrl27Rp8+fdi1axfe3t5ERERgZWWFrq4uDx8+xN3dHT8/P4YNG8b58+extbWluLiYmJgYnJ2dlSynTp3il19+4fv370oWf39/Ro4cyZEjR2jVqhUpKSmkp6fTtGlTTpw4wciRI9m/fz8dO3bk7du35OfnU6dOHc6dO8fw4cPZvXs3rq6uPHnyBA0NDWxsbLh06RKDBg1i165d9OzZkxs3bmBsbKxk6du3L7t27WLAgAFcuXIFKysr9PX1uXfvHh4eHvj5+TF06FAuXLhAzZo1UVFR4cWLF3Tp0oU9e/bg6+tLUFAQDRs2JCsri/fv39OuXTsOHTrEyJEjOXbsGPb29nz8+JG0tDSaN2/OsWPHGDlyJAcOHMDJyYm4uDhyc3N5+PAhvr6+NG3aVJm68aP+/fsrm5l5eXlx8eJFUlNT6d69O1ZWVuzevRs1NTVlo6ivX7/+4QtOc3Nzvn//ztWrV5VpLn379qVp06a0bt2auXPncufOHezt7Vm6dCmdO3fm+vXruLq68uLFC4yMjNi7dy9Tp06lT58++Pv7ExgYyLJly0hMTOTw4cPKTs2HDh1i165dGBgY0LVrVwCuXbumTKMp6Rzy/ft3EhISuH37Nt++fQNQes//FQwNDfHw8KBNmza0atUKAG9vb2X33b9Cfn4+wcHByp9fvnxJXl4eQgj8/PwoV64cPXv2JCUlhY4dO6Knp8e4ceNQV1enW7duRERE8OrVK6pWrUqZMmXw8/Nj9uzZbN68mVu3bmFkZIS5uTlXr16lX79+7Nq1Czc3N9atW8eGDRu4dOkSTZo0wczMjI0bN5KVlUVISAienp4sXbqU7OxsZW+CP/Ls2TMKCgooLi7mwIEDmJqa0rp1a2UKYImePXvy6NEjypUrh5aWFm/evKFjx47MmDGDBg0aKDklSZL+KnIAIP3XMTU1VV4A6enpkZKSQqVKlYiNjcXS0pK0tDTU1dWV+Z0VK1YkNjaWihUrkpqaira2Nurq6qSlpVGuXDliY2OpVKkSKSkp6OnpAfDt2zfMzc15+/YtlStXJjk5GQMDA4qKisjKylLm6VpbW5OQkICxsTH5+fnk5eVhYmJCQkIC1tbWxMfHU7ZsWbKzs5X5nUlJSVhbW/P27VvlhWZJluTkZCVLuXLlSE9PR01N7Q+zfP78GS0tLSWLpaVlqSy6urqoqKj8YRZ9fX2EEGRlZWFmZqZkKemDX1BQ8Lss79+/x9TUlOzsbGV+cUmWuLg4ZffUH7NUrlxZyZKRkYGamho6Ojp8+vQJKysrYmNjqVChQqksX758oUKFCsTGxmJlZaVkUVVVpUyZMrx79w4hBAsWLFAGSQUFBTx79gx3d3f27dvH0qVL+fDhAxUqVCArK4usrCzCwsLIzc1FCKH0vM/OziYrK+t311jJjrPlypXD0NCQIUOGULZsWRYtWsTMmTOZNm0affr04dWrV7x48YK1a9fSs2dPpdWltbU11tbWPH/+nPHjx7N3715lYzdtbW2KiorIy8sjKSmJHTt2MHv2bHbv3s2XL1949eoVTZs2xdjYmAMHDiiDnIKCAr5//06nTp0wMzMDYMmSJX/Jc2zdunVoaGhgaWnJ0aNHCQgIAKBy5cqoqKhgbGz8Dzfk+lcVFxdz5swZBg8erNyWmppKcXExKioqSrvVnJwcsrOzsbS0RE1Njbdv37J9+3Y0NDRo1aoVenp61KpVS2mP6ubmhqqqKkZGRqWu6/fv3yvPw+joaN6+fUvPnj1ZuHAhPj4+1KlTBzU1NXJycli4cCEA5cqVKzUF6m99/PhR+cTGxsaGwsJC0tPTadeuXalrYeHChXz69Em5rjMyMrCwsMDNzY3Vq1eTn59PSkrKv/XxlSRJ+pFcAyD917GysiItLQ1jY2MMDAx48eIFjo6OnDp1iq5du3Lr1i0sLS3R0NDg7du3tG3blqCgINzc3IiMjKRKlSoUFBSQnJxM8+bNOXv2LD169CAsLIzatWvz7ds30tLSaNiwIRcvXsTd3Z3z58/TqFEjUlNTycnJwdbWlsuXL+Pm5kZwcDAtWrQgPj4eIQTW1tbcuHGD7t27ExQUhIODAzExMWhpaVGuXDmlV3hgYCAdO3YkOjoaQ0NDDA0Nef78uZKlc+fO3Llz5w+zuLq6cu3aNaytrSkqKiIxMZEWLVqUylKrVi2+f//Oly9f+OWXX7h48SI9evTgwoULNGrUiM+fP5OVlUWtWrWULGfPnsXOzo6EhASKi4upUqUKUVFRyiLSNm3a8Pr1a7S0tLC0tOTu3bt06dKFU6dO4eTkRHR0NGXKlFEWwHXs2JHAwEA6d+7M3bt3sbCwUN7xdHBwULJERUVRuXJlVq1axdGjR+nVqxf379+nZs2aXL58mS1btjBlyhQaNWpEo0aN6NKlC/7+/gwdOpRKlSqRlZVFXl4e5ubmvHz5EjU1NQYOHEhwcDDHjh0DICgoCEdHR2XzrLCwMACGDRvGlStXuH37Nhs2bGDOnDnMmzePU6dOMXPmTOW669KlC4mJiRw5coS+ffty5MgRdHR0OHz4MDo6OoSEhKCvr8/ChQuVd4m/fPlCq1atiI6ORlVVFWtrawwMDPj111+VBYtz587l7t27BAcH4+Xlxb179zA2NqZq1ars37+fqKio//W77k5OTpibm+Pv78+yZcuUgcPs2bOZPn26sjZg165dTJ8+ndevX7Nt2zbWrVvH5MmTUVNT4/Lly9SvXx9tbW1OnDhBZGQkVatW5f79+zx79gw3NzcWLFiAhoYG06ZNY+bMmQwYMIAPHz4QERHxD++jmpoaPXr0UKZdlTh8+DBFRUUcOnSoVIvQCxcu0Lx5cwwNDTlw4AALFy5UPqmoVasW+vr6qKmpceHCBdTU1OjUqZOyKVxqaio2NjY8fvyYBg0aKNd1fn4+fn5+yvM2NDQUgB49eii/d/DgwcyaNYsVK1awbt06evXqpWx6BhAQEEBBQQHHjh2jX79+pc6Bt7c30dHRaGlpMXDgQD59+oSmpqayEVt4eDhNmjTB2dmZihUr4u/vj52dHbt27eLQoUNMnz6dlStXMmfOHOzt7f/Vy0CSJEkhPwGQ/utcvHiRhg0bUlhYSExMDN26dWPTpk2MGTOG/fv306pVK9LT00lISMDJyYkdO3Ywbtw4pYPOhw8fSE9Pp1WrVhw4cIAxY8awadMmunXrxsuXLyksLKRhw4YEBAQwatQo1qxZg5eXF/fv30dHR4eqVaty/vx5hg0bxsqVKxkwYABXr17FwsICS0tLIiMj8fb2ZuXKlQwbNoyQkBCsra3R1dXlzp079OrVizVr1jBq1ChOnjxJ3bp1KS4u5sWLF3Tr1o0NGzYwZswYDh06RMuWLfn27ZuSZfv27YwbN45du3bRoUMHkpOTSUtLo3Xr1uzbt48xY8awefNmunXrRkxMDAUFBTRu3Jjjx48zatQo1q5di6enJw8fPkRTU5OaNWty9uxZhg0bxqpVq+jXrx9RUVGYmppiaWlJREQEgwYNYuXKlQwZMoTQ0FCsra3R09Pj1q1b9O7dm1WrVuHr60tgYCB169ZFRUVFeUG4fv16xowZg7+/P82bNyczM5P4+HicnZ2VLH5+frRr144FCxbg7e3Nnj17ePv27e/O+/Xr1zE2NmbixInUr1+f6dOnU6dOHT58+MDt27epXLkyOjo6NGrUCBUVFaWX//bt29m+fTspKSkcOnSIiRMncu7cOVxdXdm+fTsvX74kIiICb29vunfvTkBAAB06dMDGxobU1FSmTZtGtWrVePr0Kb169WL79u1s3ryZvn378uuvv3Ly5Eny8/NZsmQJubm5HDp0CBMTE0xMTJS+8U2aNEFDQwNbW1uMjIyUd/ADAwPJz89n//79fP36lbS0NFxcXLh06RK9evVCT0+PXbt2KRm0tbUpLCzE1dWVc+fOKVm6deumdCJydHQkPDycCRMmEBQUhJeXF8OGDeP58+d8+fIFBwcHhg0bxoYNGxg/fjxt2rShd+/etG7dmrt37xIVFYWfnx+nTp1iyZIlnDhxgpYtW1K5cmXatWsH/Db1qGPHjixYsEB5/Nq2bcuIESNYu3YtU6ZMwc7ODk9PT3R0dLh79y5jx47l2LFjeHt7k5ycTMWKFalTpw7Pnj3D19eX3bt3M23aNN68eUONGjWUzNu3b2fy5Mnk5OSUui0+Pp5jx46xc+dOcnNzOX36NAYGBpQrVw74bTFxyb4EJdeCqakpgYGBaGlpoaGhweLFi8nLy+P06dN4enrSp08fwsLC6N27N2vWrKFhw4ZMmzat1Fe1atU4duwYRUVFLFiwgC1btlChQgXq1avHkydP8PX15cCBA2RmZpa6vzVr1lSuBfhtE7IvX77w/PlzDAwM2LJlCw0bNqR3796YmZkpG9JVrFiR27dv06RJE3bu3MmBAwcYOHAgGzZs+N0CbUmSpH+W/ARA+q8zdOhQLl68SO3atWnVqhVr1qxh69atODo6EhwczNKlS3FwcEBPT4+dO3eydu1aOnbsSGhoKNOnT8fDw4Ps7GyOHDnCokWL6NatG2FhYYwZM4Zhw4bx9u1bLl68yIwZM/Dy8lLmyE+bNo27d+/y5s0bRo0ahbe3N+fPn+fXX39lxYoVXLx4ESEEAwYMYMyYMZw8eZLOnTuza9cujh8/jpGREW5ubsyaNUuZ23706FF27NhBjRo1cHBwYPXq1Wzfvh1HR0fOnDnDypUradmyJWXKlGHHjh1Ke8yLFy8ya9YsXF1dycvL4/DhwyxdupSuXbty6dIlxo0bx+DBg0lISCjVvefSpUsMGTKESZMm8ejRI27cuMGYMWMYOHAg58+fp1evXixZsoTw8HAKCgrw9vZm5MiRnDp1im7durF161ZOnDihzA+fPn06/v7+ODk5cfjwYXbt2kXVqlXp0KEDy5cvZ8eOHXTo0IHTp0+zZs0a7OzsqFatGlu2bFGyhISEMHfuXObPn8+YMWPIy8vj1atXNG7cmNu3bzNhwgQGDhxIYmIi1apVU37OzZs38fT05OjRo1SrVo158+YxZMgQrKys/vC6KVkw3Lp1a1JTU/H391fm4oeGhjJ79myOHj1Ko0aNlGk3CQkJzJo1i6FDh3L48GH27dtH//79OXHiBOfOncPc3JzFixfj4OBAWFgYurq6zJgxg0uXLgG/vesrhPinFjCqqKhw+vRpZadWDw8P0tLS+PTpE+3bt2fLli24uLgAv3XV+fbtG61ateLLly8cPXoUNzc3+vfvz6FDh3jw4AGOjo5oampibW2Nh4eHssB12rRplC9fHhMTE2bOnMnGjRuZPn260n6wbdu2JCcnY25ujo6OjrKQGn7bFC0+Ph4zMzM0NTVZunSpMjD09fWlQoUKlC1blsmTJ7Nr1y7Gjx9P//79yczMpH379sTExGBra0u3bt2oVKkSY8aM4erVqwwbNgw1NTVOnjxJ9erVuXv3Lrt27SIkJITAwEBat25N+fLlOXfuHDt37sTS0pJ58+Yp5+mfeXxLzkP//v2VT1RKPr3p1asX69evp0yZMjg5OVG/fn38/f1p3bo1kZGRyu8YPXq0Mo2scePGPH78mOXLl1OnTh3GjRtHdnY2Tk5OJCcnU7Zs2X94n+rXr6+0H123bh1aWlps376dIUOGcPToUfbu3VsqX8knTI0bN2b06NHKlDtJkqR/lfwEQPqvs2rVKtzd3ZUdNxcuXIiLiwuRkZH4+Pjg4+NDQkIC9+/fZ+LEiXh5eREVFYWXlxeTJ0/m4cOHJCQk4OPjw9ChQ4mMjMTFxYWFCxdy8eJF8vPzcXd3Z/LkyVy6dIl27dop7TCNjY1p06YNixcvJigoCHt7e/bv38+2bduoWbMmtWrVYtOmTRw8eBB7e3uCgoJYunQpdnZ2lC1bFn9/fzZv3kzbtm25dOkS06dPp1u3bhQVFXHhwgUWLVqEs7MzkZGRDB8+nIEDB5KSksL9+/eZPHky7u7uREVF0bNnTyZMmEB0dDTx8fEMHTqUQYMGERkZSdeuXZk/fz4RERFkZ2fj6enJxIkTCQsLo3379qxdu5aAgAB0dXWVNqBnzpyhdevW7N69mx07dmBjY0PdunXZsGEDhw8fxt7enhMnTrBy5Urs7OwwNzdn3759bN++nTZt2igDki5duqCiokJwcDDLli2jY8eOREZGMnLkSPr27cunT5+4ffs206dPp0ePHkRFRdG3b1/GjBnD6NGjWbduHX369KF69ercu3ePFi1asHjxYi5dukRRURFPnz6ld+/eXL58GR0dHY4ePUpRUREqKirMmTPnT1/8A9y+fZsqVarw/PlzKleuzOTJkxk+fDirV69mz549XL58mXr16nHv3j2mTJmCq6srampqnD9/nlWrVtG8eXO0tbXZuXMnY8aMwd3dnYiICOLi4rhx4wb6+vp8+/aNCRMm4OjoiKOjIwCOjo4UFBT83Wu6pFd4bm4uc+bMUa5Lc3NzLC0tSUxMxMHBgeLiYg4fPkzz5s2Jj4/H0NCQd+/ecfToUaKjoxk/fjxnzpyhe/fuZGZmcvv2bWrWrMmRI0cQQnDixAkOHDhAtWrVePbsGc2bNycjIwM9PT3lkzRtbW1UVVVp2bIlPj4+xMbG8vDhQ2bMmIGxsTG6urpYWVkxdepUZQqTiooKZmZmGBsb8/jxY+zt7cnLy0NPTw9/f3+6dOlCdHQ0FSpUoFGjRgwaNIgRI0Zw4MABpT3s+/fvady4MS4uLmzatIlhw4Zx8uRJ3r59S3Z2Nrm5uTRu3Ji9e/eyfPlyZcGuqqoqHz9+/LttIr9+/cro0aM5f/48UVFRDBs2TGkE8P37d1avXs2kSZMYOXIk27Zt4/Pnz1SvXp0rV64o3an8/f2V+f8qKipERUUxduxYBg8ezKhRo/Dz81N2oW3QoAEAbm5uSteiP3Lr1i1Onz7NpEmT+PbtGw0aNEBPT48TJ05w+/ZtZSfmjRs30qZNG2V9SMeOHZVF7bm5uZiYmJT6r7q6OqqqquTn5yu99EuOaWhooKKiQl5eHmXKlFG+LycnBy0tLYqLiykoKMDAwICcnBxMTEzIzs5GW1ub4uJiCgsL0dbWVo7l5OSgq6tLQUEBQgi0tLRK3ZcyZcoo17+mpqZyX/Ly8pS1U6qqqmhoaPwuS15eHmpqaqiqqpKXl4epqWmpYxoaGgDKnhG5ubnKf7W0tJRjBgYG5ObmYmpqSk5OjvJJWlFRETo6OsoeBD9mKWnfWpLzz7KU3KeStVOqqqqoq6v/4f39sywl50xFRYWCggLKlCnzd+uFJP1b/PV7jUnSv0fJTsDHjx8X06ZNEzt27FB2rIyJiRHOzs4iOjpajB8/Xuzfv18cP35cjBw5Urx48UJ06tRJvHjxQvj6+orjx4+L/fv3i/Hjx4vHjx8LZ2dnERMTIwYPHizOnDkjduzYIaZNmybu378vunbtKmJjY0X//v3FpUuXxLp168S8efPErVu3hJubm4iNjRU9e/YUkZGRYvny5WLZsmXi6tWrwsvLS8TGxgp3d3dx8+ZNsWDBArF27VoRFhYm+vbtK2JjY0XXrl3FvXv3xMyZM8W2bdtEcHBwqSwluw/v3btXHD9+XPj6+ipZnj9/LkaNGiWOHj0qDhw4IMaNGyeePHmiZPHx8RFBQUFi586dYsqUKeLBgweiS5cu4s2bN6J///4iNDRUbNy4UcydO7dUll69eonIyEixYsUKsXTpUnHt2jXh6ekp3r59Kzw8PMSNGzfEggULxJo1a0R4eLjo06ePkuXu3bti5syZYsuWLeLcuXPC29tbvH79Wri4uIhHjx6JSZMmiWXLlomQkBDRvXt3kZGRIUxNTcXXr1+Fl5eXiIqKEnZ2diIyMlL07NlT5ObmCk9PT5GYmCjmzp0rsrKylGvB1dVVFBYWihs3bggvLy8xb948sXv3bpGUlKR8paamiocPHwoLCwthZ2cn9PX1RYMGDYSdnZ2ws7NTrgU7OzsRExMjBg0aJHJyckSFChVEcnKyWL16tQgKChJPnz4Vvr6+Ijs7W7i6uoovX76IyZMnK7/H3t5ePH36tNTv/kdfWVlZIj09XfTr10+oqamJRo0aCR0dHeW+mZiYiNq1aws7OztlZ1M7OzuxZs0asWjRIuXvvX37VtjZ2SnXQsntdnZ2IjY2VjRv3lyMHTtWPHjwQNjZ2YmQkBAxcOBAYWdnJ7p37y5SU1OFnZ2dCAgIEBs3bhS3bt0Srq6uwsnJSaSnpys/6/r162LatGmlfufkyZNFSEiIOHTokFiwYIF49OiR6NSpk3B3dxcpKSli5syZYuvWrcLOzk7cvXtXdOnSRdm9uSTLwoULld9RskvrjxlKvlq3bi1iYmJErVq1xMSJE8WaNWtE1apVhY6OjmjcuLFQU1MTAwYMEOnp6SIzM1Pk5OSIL/8fe/8dVeXVdQ3jk96ld6WoIBIbgqAgBFQCCIIREUEQEEUUe0FjwxZRQY1RQSOKKAJSVCD2BgIKKNJEmvTe+6Ee1u+P/Li+EE1y3/f33O/zZnzMMc4YcK5zrr3X3uusa7c1Z0vLv9wfT58+pbVr11JtbS1t376dWltbydramvG3zMxMio+Pp1OnTlFDQwMtXbqUzMzMKDMzk3bt2kXXrl37ou1nzpxJIiIizHuJiYmMkvKf1WNoaIiWLl1KjY2NdOrUKYqPj6fMzEzavHkz9fT0kIWFBeMLenp6X41xGzdupAsXLlB4eDg5OTnR+/fvvxrjvL29KSMjgywtLZkY9/TpUzp//vyfxoU/xrjS0lJatmwZExf+LsY9ePCA3NzcqLi4+IsYFxUVRZ6enl/EuPDwcAoNDf0ixq1du3ZUjMvMzPxqjDt48CDj17+35fTp03T8+PEvYlxKSgodPXr0ixhnbW1N6enpfxvjgoODKSYmhjw8PKigoIDMzMwoLy+PUVK+ffs2bdmyhT5+/Ejm5uZUWFhI69ato3v37lFQUBDt3r2boqOjx5SAx/BfBwfRmLrGGP4ZyMvLw7Rp0+Dm5gYzMzM0Nzejq6sLs2bNwoMHD7By5UrmuEB5eTmGhoYwZcoUvHjxAitWrEBkZCQWLVqEgoICcHNzQ0VFBUlJSVi2bBkiIiJgaWmJrKwsiIiIQEpKChkZGbC2tkZ4eDi+//57vH37FnJychAUFMSnT59gZmaGiIgIrFixAq9evYKqqioAoLS0FAsWLEBkZCRWrlyJJ0+eQENDA319fairq4OBgQHu3r0LBwcHxMfHY/bs2WhpaUFHRwe0tLRG2WJgYIDq6moMDAxAQ0MDz549g729PSIjI7Fw4UIUFRWBk5MTqqqqeP36NZYvX46IiAhYWFggJycHQkJCkJWVxbt370bZkpqaChkZGQgLCyM3NxcWFhaIiIiAnZ0dEhMToaSkBC4uLpSUlGDhwoW4c+cOVq5ciadPn2LKlCno7+9HTU0NDA0NERMTg5UrV+LXX3+FlpYW2tra0NraCh0dHcTHx8POzg5ubm7w8/Nj9BSGhobw3XffMe338uVLeHp6QkFBAZcvX4aGhgaMjIwwPDyMsrIysNlsdHR0jBKPGlmtU1JSgqSkJERFRZGbmwszMzNERUVh8+bNjC+4urpi7dq1CAoKQmlpKXh5eSElJYXQ0FCsWbMGHR0dUFRUxMePHxEeHg4/P7+/9MV3795BV1f3b33WwsICSUlJWLp0KWJiYmBqaoqPHz9i7969iIqKws2bNzFz5kyUlpZCR0cHN2/ehIqKCo4dO4adO3eio6MD6urqmDdvHpKTkxEeHg5eXl7Y2dmhpKQEAQEB2LhxIyQlJfH+/Xvo6Ohg3LhxEBISwrZt2+Dv74+ysjLIyspiYGAADx8+hLW1NSoqKjBt2jQUFxdj/Pjx6OnpwcDAAAICAnDo0CEUFhZi1qxZAIC2tjZwcHBATEwMeXl5THJwRUUFBgcHkZKSgpUrV+Ls2bPYu3cvCgoKoK6ujvv372P8+PGYP38+Tp8+DQMDA8yZMwcnT57Ejh07EBERAX19ffDw8EBFRQWZmZkICwvD5s2bISkpCSJCW1sbWlpaMGvWLEyePBkJCQm4ePEiFBUVYWBggG3btsHX15dRo05LS0NjYyNsbW3h6+sLSUlJREVFYenSpUhOToaSkhLS0tL+ss8yMzMZ2/8M2dnZmDp1Kk6fPg0nJyfEx8dj9erVaGxshIqKCuTl5VFUVISNGzfi8uXLKC4uxrZt27B3717ExcUxx+bi4uJG3XdkdfqPKCoqwsSJE0FEOHHiBHbt2oWuri6kpaWBk5NzVIxbuHAhTp06BX19fQgKCuLs2bNoaGjAlClTkJSUhLNnz2LSpEnQ09PD7t278fjxY0ycOBGZmZk4ePAg5s+fDyUlJfj5+SEyMhKqqqooLCzE5s2bYWtrC25uboSFheHy5ctQU1NDaWkpnJ2dsXHjRjQ0NCAhIQG+vr6YMWMGSktLYWVlhePHjyMrKwv5+fnw9vbGvHnz8PnzZxgYGCAoKAjPnz9Ha2sr3N3dYW5ujry8PMycORP3799HeHg4eHh4YGNjAycnJ6Snp2PKlClISEjAzz//DGVlZcybNw/btm3DixcvmMR0Hx8fzJ07F5MnT4avry+ioqKgqqqKgoICbNmyBd9//z34+fkREhKCoKAgTJ48GSUlJXB1dcX69evR2tqKJ0+ewM/PD9988w3KyspgY2ODI0eOIDc3l/kd6+npoaSkBEZGRggMDMTLly/R1NSE9evXw9TUFPn5+dDS0kJMTAwiIyPBycmJZcuWwd7efhTRQUBAAOTl5WFoaIi1a9cyZXzzzTd/G2fGMIb/BGM5AGP4x0FFRQVNTU3g4uKChIQEioqKoKWlhbS0NGhqaqKqqgp8fHzg5+dHWVkZZsyYgdTUVOaBNEKBWVVVBU1NTaSlpUFLSwtFRUWQkJAAm81GU1MTpkyZgnfv3mHOnDn4+PEj5OTkMDg4iLa2NqiqqiIjIwO6urrIzMxkBlHAbyxFmZmZ0NXVRUZGBlRVVdHZ2QkODg7Iy8sjNzcXc+bMwbt376Curs7YIikp+YUtNTU14OHhAS8vL0pLSzFz5kzGlrKyMoa2tKqqCt988w1SU1Mxa9YsFBcXQ1xcHGw2m3n4p6enM7bIyMhgaGgIra2tzANTV1cX2dnZUFRURG9vLwBASUkJHz58YGxRUVFhbFFQUEBOTg7mzJmD9+/fQ01NDc3NzeDk5IS0tDTy8/Mxe/ZsvH//HnZ2dvD19YW7uztu3ryJmzdvwszMDJ8+fYKWlhZSUlIQHh4Oa2trzJgxA2lpaTA0NASbzUZ+fj6sra3/1B/k5OSgqqoKSUlJRthJW1sbg4ODiImJgaWl5Sj2mJSUFAwNDUFHRwfffPMNnjx5AhkZGcjKyiI9Pf1vB/9/hmPHjuHgwYNQU1PD7NmzAQALFy5ERkYGM4A/c+YMPDw8GBaqkcTXO3fuwNLSklF0VldXx7Nnz9DV1YUPHz7A29sbxcXFTBLv7du30dXVhXPnzmH69Ol49+4dVFVVUV9fj19//RVOTk4wMDBgjpbx8/PDyMgIU6dOBQ8PD9LS0jB16lTk5uZCTEwMd+/exfDwMPbu3QsBAQG8fv0adXV1sLCwGDUB+PDhAyNCJyMjAysrK/T39yM8PBy7d+8GDw8P0tPToaqqCkVFRcjLy6OxsRE6OjpIT0+Hrq4u9PT0wGKxoKOjg6GhITx//hweHh5YvHgxqqqqcPXqVfDy8gL47fjGwMAA8vLymAGeqqoqODk5kZ2dDXt7e1hZWaGxsREaGho4cOAA3r17h8jISCxevBjCwsK4f/8+tLW1UVBQgClTpkBVVRXp6elwdHTEyZMn/2VhuN8jPT0dBQUF2LFjBzPpDA8Px8DAAISFhbFv3z7miGBERAR6enrQ1NSE1NRU6OnpITo6GjNmzEBDQwPGjRsHZWXlUfoHf8TIsbX4+Hh4e3sjNDQUc+bMgY2NDWxtbXHt2jVMnjwZnz9/xrx587B161ZERkZi9uzZTIwYwxjGMIbfYywHYAz/OIwbN44ZoPLx8aG9vR1ycnJoamqClJQUenp6wM3NDV5eXnR1dUFaWhqNjY2QlpZGV1cXeHl5wc3NzfD5NzU1MZz7I6tvvb29EBcXR2NjI2RlZdHe3g5BQUEMDw9jYGAAoqKiaGlpgZycHNra2hiNgJHzpiMaAy0tLRAVFUV/fz+Gh4chJCSE9vZ2yMrKorGxEWJiYujr6wPwG/f8H21hsVijbJGRkRllCw8PD7i4uBhbGhsbGc59Pj4+cHBwgMViQVxcHE1NTZCVlWXOfBMR+vv7ISYmNsoWYWHhUba0trb+qS1tbW2QlZVFc3Mzc/Z2xJbOzk7Iycmhvr4eAgICsLGxwY0bN9Dd3f1Fnw4ODmJwcBB8fHwQFRXFxo0bcezYMRARGhsb/9QXVFVVYWFhgTt37mDcuHHg4+ODrKwsKisrsXfv3i8+v2fPHnh6eqK1tRW1tbUoKCiAiYkJmpubMTw8PIp7vaysDBkZGf+yXzY0NAAA+vv70draitbWVhw/fhx+fn7w9vbGhQsXEBERAR0dHQgJCUFXVxcyMjJoaGjA/v37sXXrVsybNw+cnJyYMWMGwsPDsW7dOuzevRtLlizBkydPICEhAXFxcejq6qK1tRVcXFy4efMmuLi4kJaWBl5eXhgYGICTkxMyMjLw9/fH2rVrYWJigo6ODhQUFICTk5Oxs6GhgTm77ejoiKioKPT19aGhoQESEhKor69HdXU1Kioq0NjYyJy1nzp1KubOnYvnz5+DxWJBSEgIHBwcOHr0KJydnXH79m1MmDABT548AS8vL8TFxbF582YcPnwYEhISGBwcBIvFgrCwMNzd3fHTTz8hNDQUFy9exJo1a8DDw8P8Rj09PaGiooLm5maIiYkxwmCnT5/GihUrICQkhKNHj2Lfvn14//49lixZgnHjxqGjo4NhoLpw4QIcHR1x8+ZNRkm5sbERRMS009/h3bt3jH5EfX095OXlwcnJic+fP6OlpQWmpqaM5oaXlxf8/f2xYMEC1NfXY86cOUyZcnJyzIS/q6sLnZ2daG9v/9M8kYcPH8LY2JjxbQ4ODhgYGICLiwtFRUWjPisoKIi1a9ciICAAnZ2dkJSU/K8Kt41hDGP452JsAjCGfxzevn3LqOeWl5djwYIFuH37NpydnREXFwdtbW10dnaioaGBSV5dvXo1oqOjYWBggMbGRnR2dkJbWxtxcXHMgGXBggUoKyvD8PAwc9xm1apVCAkJgYWFBT59+gR+fn5MmDABSUlJsLOzQ3BwMGxsbJCRkcGo57579w5Lly5FcHAwli9fjuTkZCgqKkJAQIA5bhMSEoJVq1bhxYsXUFNTw/DwMEpLS7Fw4UKEhoYyxwpmzpyJ7u5uxpbIyEjGFn19fTQ3NzO2xMbGYvXq1QgLC4OJiQlzRENTU5NRsh1Zec/Pz2cYYl6/fs3YsmTJEnz48IFRTE1PT8f333/P2JKSksLYkpOTA0tLS4SEhGDlypV4+fIl1NTUwMHBgZKSEixatAihoaFwdnaGn58f7t69Cz09PWZ1/PcQFRWFi4sLEhMTISQkhB07dsDR0RE8PDywtLREdnY2EhISvvheU1MT7t+/DwD49ddfUVNTg19++QXu7u6YOHEiVq9ejZqaGuTk5MDLywuPHj0Cm83GnTt3sHTpUsjLy+Pz588wMTHB1q1bsWLFCri6ugIAZGVloaam9pe+eO7cOeZY0rp166CsrIxTp04xyeOTJ0/GtWvX0N/fjzt37sDIyAgPHjxgvh8SEgJnZ2e0tLTA19cX5ubmYLPZePnyJY4ePQoPDw+kpaWht7cXeXl5WLlyJWJiYiApKYnw8HAMDQ3h+vXraGtrQ3NzM5SVlfHrr7+ir68PV65cgZOTE7q6uvDq1StoaGigqKgILBYLq1evhouLC77//ntISUnByckJd+/ehbq6Onh4eLB69WrcunULYmJimDFjBmbOnIlx48bB3t4ezs7OmDFjBo4fP47Zs2dDU1MTOTk56Ovrg7OzM9zc3GBtbQ0ZGRlwcHCgtrYWERERGBoagoeHB9TU1HDhwgVoamoiKSkJHR0dcHR0RHBwMBYuXIhz587B3t4e7e3t0NHRwebNmzFv3jyEhoZCW1sbtbW1cHJywvTp07FixQq8ePECISEhjFZFX18f+Pn5YWxsDGFhYVy6dAlSUlJYvHgxNmzYAAUFBdTU1MDNzQ08PDzo7OxEZGQkAODw4cPQ0ND4al9PmTIFMjIyAIDVq1dDT08PP/zwA5YtW4ZPnz6hq6sL7u7uuHPnzhcJyQkJCTh9+jSePXuG8+fPo6urCxEREZg9ezbmzp2L6OhoxMTEMDsfv4eenh4EBQXh5uYGXV1deHt7g5+fH8+ePYOioiLzub6+PmzatAlWVlbQ0dGBnp4eoqKiRikQ/yuwtbVFSkoKfvjhB2zYsAGvX7/G7t27sWbNGpSWlqKwsBDr16/H9u3b8fr1a3h5eWHHjh14//49WltbYWdnhwMHDuDly5dYt24dfvzxRzx9+hRcXFwwNTXFqVOn8PjxY7i5ueHy5cuIjIyEpKQkZs2ahUuXLiEmJgYuLi4IDw9HUFAQNDQ0oKysjNDQUFy/fh0uLi6Ii4vD2bNnGeG3+Ph4nDt3Du7u7nj27BmOHDkCGxsbsFgsJCQkYP/+/Ywt3t7eWLNmDSorK/Hp0yd4eXlh27ZteP36NTZv3oytW7ciMzMTDQ0NcHBwwL59+5CQkAAPDw8cPXoUz549AxHhu+++g6+vL548eQI3NzdcvHiR+W3q6uriwoULuHfvHlxcXHD79m1cu3YNkyZNgqqqKkJCQhg617i4OPz000/Q09ODqKgoYmNj8cMPP/xbfTaGMfxH+F/JPBjDGP4DjCQBx8XF0fbt2+nKlSv06NEjWrlyJdXU1JC2tjaVlJSQp6cnhYaG0r1798jV1ZUqKipIS0uLKioqyMXFhWJiYig0NJQ8PT3p8+fPpK2tTTU1NbRy5Up6/PgxXblyhbZv3075+fmkp6dHdXV1tHTpUkpMTKSzZ8/S/v37KSsriwwNDamhoYHMzMwoNTWVjh8/TseOHaO0tDQyNTWlhoYGMjIyoszMTDp48CCdOXOGXr9+TTY2NlRfX096enr06dMn2rlzJwUGBtLTp0/J3t6esaW4uJg2btxIISEhdO/ePXJxcaHKykrS0tKi8vJycnNzo+joaLp9+zZ5eHhQSUkJaWlpUXV1NTk4ONDDhw/p6tWrtHXrVsrPzyddXV2qq6ujZcuWUUJCAp0/f5727t1LWVlZZGBgQA0NDWRhYUGpqank6+tLR48epfT0dFq0aBE1NDSQsbExffjwgQ4ePEj+/v6UnJxMVlZWVF9fTxMmTCAeHh6SkpKigIAA2rhxI1VWVpK8vDwNDQ1RZ2cndXZ20o0bNyg2NpaGhoaoq6uLhoeHqby8nLy8vIiIqLe3lwYHB6m7u5s0NTVJWVmZlJWVSVJSksTExJj/VVVVqaenh7S1tZl7//6lpaVF3d3dNDg4SL29vaPuOzw8TF1dXURENDAwQKdPnyZlZWXi5uamCRMmECcnJ1PO1152dnaUnp5Ohw4dYnxhwoQJ1NvbS1OnTqXc3FzauXMnHT9+nNLS0pg6VVVVkZOTE3V2dlJ/fz+xWCzq7Oyk4eFh6uzspO7ubhoYGKC+vj7q7e1l2oiIiM1mE4vFYtro9+3X1dXF2ElExGKxiM1mM98dGhqiR48ekbKyMgkKCpK8vDwpKyt/YaeQkBDJycmRsrIyKSkpETc391ft5+DgIEVFReLl5WXeExAQ+Op9RUVFKSkpiXp6emh4ePhPbSEi6urqIjabzSR7f63PhoaGqLe3l4KDgykhIYFpv5FrnZ2d9Msvv9CjR4+YNurs7KSSkhLy8PCg27dvU3R0NFlYWFBbWxtJSEhQWVkZmZmZ0c2bN0lcXJyUlZWpubmZZs2a9Zd+MGHCBKaNzpw5QwMDA4wdw8PDf+p/v/fT+Ph4unbtGjk4OFBdXR1pa2szMeeP5XFyctL06dNH3ZeIqKenh9hsNnV2dlJXVxcVFBTQvn37qLe3d9Tv4fcxTlRUlKSkpIiHh4cmTJhAkpKSNDQ0RImJiaSsrEwPHjygVatWUVVVFWlpaVFJSQmtW7eOwsPDKTIyktzd3amsrIy0tLSosrKSnJ2dKTY2loKDg2nTpk1UVFRE2traVFtbS3Z2dvT8+XO6ePEi7dq1i/Ly8mju3LlUX19PVlZWlJSURP7+/nTo0CH68OEDGRsbU0NDAy1atIjS09Pp6NGj5OvrS2/fviULCwtqaGggAwMDys7Opr1799L58+cpISGBli1bRnV1daSrq0sFBQW0detWunr1Kj169IgcHR2purp6lC0jvuDm5kbl5eWjnhH379+nkJAQ2rhxIxUXFzPPCHt7e3r27BkFBATQzp07maT1+vp6srGxodevX5O/vz8dOHCAMjMzycjIiBoaGsjU1JTS0tLo+PHjdOLECUpNTSUzMzPGlqysLNq/fz+dPXuWEhMTacGCBWNJwGP4r2NsAjCGfwxGJgBGRkaUmJhIFy5coF27dlFBQQFNnz6d2trayNjYmNLS0ujkyZN08OBBhnGkra2N9PT0KDs7mw4dOkQnT56ktLQ0MjExoba2Npo+fToVFBTQzp076cKFC5SYmEiWlpbU0tJCGhoaVFJSQhs2bKDg4GB69OgRrVixghoaGkhNTY2qqqrI1dWVoqKiKDo6mlavXk01NTWkpqZG9fX1ZG9vTw8ePKAbN26Qp6cnlZWVkYaGBrW0tJC1tTW9evWKLl68SDt27KDCwkLGlgULFlBqaiqdPn2aDh48SNnZ2aSjo8PYkpmZST4+PuTr60vp6elkZGREbW1tNGvWLMrPz6fdu3fTuXPnKCkpiSwsLKilpYWmTp1KJSUl5OXlRUFBQfT06VOys7OjxsZGUlNTo8rKSnJzc6OIiAiKiYkhZ2dnxpa6ujpycHCgBw8eUEhICK1bt47Ky8tJVlaWhISEyMDAgB49ekQCAgL06tUrsra2Jg4ODpo4cSJVVVXRxo0b6ebNm/Ty5UtmIKyurk5Evw0K/whhYWFSVFSknJwc4ubmpl9++YWcnZ2puLiYGYBVVlaSoKAgSUpKkqSkJBUXF9Pw8DB1dHTQokWL6OPHj3Tu3Dk6ceIEFRUVMYM0IqLh4WEaGhoiX19fAsC85OXlKS8vj7i5uYmHh4cAUGFhIcnKylJLSwsJCQmRq6srBQcHEy8vL4mKilJ9fT2pqalRdXU14wtRUVHEZrNp1qxZ1NvbS9ra2tTX10eJiYkUGRlJW7dupcrKSiL6bdC+bNkyIiK6efMmvX37lgYGBmj69OlM27DZbGawTESjbPk7JCQkjLIRAAkJCX3x3u9fHBwcJCAg8NVrf/fd37+SkpL+rd/5SL/8Ed3d3bRy5Upis9k0ODhIw8PDNDAwQMPDwzRt2jSqq6ujLVu20ODgIO3du5cqKipo1qxZJCMjQ83NzeTi4kLh4eF0//59cnBwoIaGBlJWVqbGxkbmNxoSEkKurq7Ey8tLra2tJC8vTwUFBcTPz088PDzExcVFgoKCX9jo5+f3Rb+0tbXR2rVriYjI39+fCgoKyMjIiHp7e0lHR4dKSkpo165d5O/vT6mpqWRgYEAtLS0kIiJCRkZG9PLlS8b/8vLySEFBYRQT1h+hrq7OtMnjx49JUlKSMjIyyMTEhHh4eKi1tZWEhIRo27ZtDMONnp4eNTc3ExcXF1lYWNCbN2/Iz8+PvL296dOnT6SlpUVtbW1kZGRE7969o2PHjtGRI0fow4cPpK+vT21tbaStrU25ubm0b98+8vf3pzdv3tCiRYuotbWVpk2bRkVFRbRt2zYKDAykly9fko2NDTU3N5O6ujqVl5eTh4cHhYSEUFxcHDMRUlNTo5qaGnJ2dqaYmBiKiIigNWvWUGVlJampqVFjYyMtX76cnj59SkFBQeTl5UUlJSU0depUamlpIQsLC0pKSqJz587Rrl27KD8/n2bNmjXKFl9fX/Lx8aHMzEyaO3cutbW1ka6uLmVnZ9OBAwfo9OnTlJqaSgsWLGCeEYWFhbR9+3a6dOkSvXr1iqysrKi5uZk0NDSorKyMPD09KSQkhB4+fEj29vZMXKipqaHVq1dTVFQURUZGkqurK1VVVTG2rFixgh49ekTBwcG0ceNGevTo0dgEYAz/dYxNAMbwj8HIBODu3bu0a9cuunLlCj148ICcnZ2pvLycDA0NKT8/nzZt2kQ3b96k6OhoWrt2LX3+/JkMDAzo8+fPtHbtWoqKiqKbN2/Spk2bKD8/nwwNDam8vJycnZ3p4cOHdOXKFdq1axfl5OSQiYkJVVZWkr29Pb169YrOnj1LBw8epPfv35OZmRlVVVWRjY0NJScn04kTJ+j48eP05s0bsra2pqqqKjI3N6d3796Rj48PnT17ll69ekV2dnZUWVlJJiYmlJWVRd7e3hQYGEgPHz4kJycnKi8vJyMjI8rPz6ctW7bQjRs3GFtKSkrIwMCAiouLad26dRQVFUWhoaHk5eVFBQUFZGhoSGVlZbR69WqKj4+nq1ev0o4dOyg3N5eMjY2psrKSVq5cSS9evKDz58/T/v376f3792RqakpVVVW0bNkySk5OppMnT9KxY8fo7du3ZGVlRdXV1WRhYUFpaWnk4+NDZ86cocTERFq+fDnx8PBQaWkpMxga2QFIT0+nBQsWUGVlJdnZ2dGrV6/ozJkz1NfXR52dncRms2l4eJja29u/2t8iIiKkpqZGAMjd3Z3OnTtHwsLCNHHiRKqsrCQ5OTmqqamhdevWMbSPq1evpp6eHjIxMWFWhImIWV23tbWlwcFBIiIqLy+n8+fPj5oAaGhoMH+7uLiQj48PKSoqEj8/P6mrq5OYmBjl5eXRhAkTyN/fn3bu3EnJyclkbm7+hS+cOHGCPn/+TFOnTqX+/n4qLS0lLy8vZoW/q6uLVqxYQX19fdTW1kaDg4PU1dVFLBaL+vv7ae3atcxKORFRQUEBBQcHM/8vXbr0qwPlr+H3EwBVVVXi5uam8vLyUYNYBQUFZsCvoaFBampq9PTp01GfmTRpEvHz81NRURHznoyMDAkLC49qP35+flJUVPy3JgAjvlBSUkKXLl1i3m9vb6fh4WFqa2sjIqK0tDSKj48nIqLVq1dTb28vM+nLycmh8PBwZpW8ra2NDA0Nqb29nYqKiujUqVN09OhRSk1NHeXXiYmJ5OnpSX5+fpSYmEhTp04lDQ0N4uLiIicnJwoLC6Njx46Rk5MTvXv3jqSkpAgA8fLy0oQJE0ZNAKytrWloaIjxv5EdgM7OThoaGqLW1lZis9n0/v17OnjwIBMXVqxYQdzc3FRWVkb8/Py0e/duOnbsGCkoKBA/Pz8BIDExsa+2XVtbG7OTtHbtWmppaaHe3l7as2cPs5OpqKhI5eXl5OrqSgcPHmR8gZOTkyQlJam2tpbc3d0pODiYXrx4Qebm5tTZ2UmSkpLU3NxMDg4O9OrVK4qIiCBPT08qKioiQ0NDKikpoTVr1tC9e/fo2rVrtG3bNvr06RMZGRlReXk5rVq1ih4/fkwXL16kPXv2UGZmJhMXli9fTgkJCXTmzBk6fPgwpaWlkYWFBVVXV5OVlRW9ffuWjh07RidPnqSkpCRatmwZVVVVkampKWVkZND+/fvp/Pnz9OLFC1q5ciVVVlaSsbEx5ebm0o4dO+jq1av04MEDcnFxobKyMjI0NKSCggLauHEjhYaGUlRUFK1bt46Ki4vJwMCASkpKaO3atRQTE0M3btygLVu2UH5+PmOLk5MTPXr0iAICAsjb25uys7O/GuMOHTpE7969Y+KCtbU1vXnzhk6cOEG+vr6UnJxMNjY2jC2/94WXL1+Subn52ARgDP91jNGAjuEfgxEaUCcnJ3z//feoq6tDe3s75s2bh7CwMGzYsAHBwcEwNzdHcXExBgcHMXPmTNy9exceHh745ZdfsGzZMmRnZ4OHhwdqamrMWdTAwEA4OjrizZs3EBcXh7y8PF6/fo1Vq1YhMDAQrq6uePHiBcaPHw8RERFkZGRg+fLljGrnw4cPoa6uDg4ODuTn52PJkiW4evUqPD09ER0dDS0tLbBYLFRVVWHhwoW4ceMGNmzYgLCwMMyfPx8NDQ1obW2FgYEBbt++jQ0bNuDGjRv47rvvUFJSgoGBgVG2BAUFwcbGBrm5ueDi4oK6ujoePXqENWvW4PLly3BwcMDbt28hKiqK8ePHIyEhYZQtL1++hIKCAkRFRfHu3TvY2dmNskVNTQ1cXFzIy8uDjY0NfvnlF6xfvx53797FrFmzwGKxUFFRge+++w6WlpYwNTXFy5cvoaGhgblz50JcXBznzp1DdXU1Jk6ciKKiIty+fRuioqKQkpJCZmYmtmzZAl5eXuzZswdnzpz5or8lJCRw//59LF26FGpqajAyMkJ+fj7Tpo8fP8aHDx9w+PBhzJkzB9euXUN8fDza2towefJkvHnzBpmZmdi8eTOTM6GgoPBFOSdPnmTO3KampsLY2BiGhob49OkTREREsGHDBly+fBlBQUH46aefkJWVBT8/P1RWVqK7uxv+/v64d+8egoODsW7dOjx48ADq6uoAgBUrVuDgwYNwcHDAzZs3cerUKdy7dw/KysrIzs6Gg4MDREVF4eXlhePHj+PevXtQU1ODjIwMc2Z/JK9iBA0NDRAVFf0qXeSfITExEcbGxgCA+/fvw8XFBR0dHQAAeXl5SEpKwtnZGREREcjMzERqairmzp3LfF9LSwtVVVUMW9FIsjfwW2J1VlYWnjx5grdv32LevHkMXe/OnTuRlJSE+fPn/20d2Ww2vL29v/CF3bt348cff8TOnTvh5+eH9vZ28PDwgJ+fH0JCQigsLISKigp+/PFH7NmzB/39/fj111+hqKiIiIgIXLhwAXPnzsWbN28QGRn5Vb/ev38/SkpKcOjQIYSHh4OPjw8+Pj6wsLDAlStXsHz5cgDA3LlzkZ+fz7Sdmpoatm3bBhaLhV27do2qd3d3N3755Rd8++23ICK8fv0ac+fOxbVr13DhwgX4+PhAW1sbXV1dqK6uxsKFC3H9+nWEhYVh48aNUFFRwfbt2+Hv749bt25BVVUViYmJaG1t/aLttm/fDj8/P4YZbOfOnTA1NcXKlStx5MgRrFixgokL+/btQ1dXF9rb2xEQEABXV1dwcXEhNzf3b2lAAwMDcfXqVXzzzTeIj4+Hu7s7rly5Ajs7O3z48AECAgJQVlbG8+fP4eLigsDAQDg7O+P169eQlpaGtLQ03rx5g5UrVyIwMBBr1qzBs2fPoKSkBEFBQWRlZWHZsmW4cuUKPDw8EBsbi2+++QZsNhufP3+GhYUFgoKC4OnpiaioKMyZMwcdHR2ora3FggULmLgaGhoKExMTVFdXo6OjA3PnzkVERAQ8PT1x/fp1WFpaoqCgAGw2G9OnT0dsbCzWrl3LPCOysrLAx8eHSZMm4enTp3B1dUVgYCBWrVqF5ORkSEpKQlZWFsnJyXB0dBz1jJgwYQKEhITw4cMH5hmxbt06xMfHM/klRUVFWLx4MWNLdHQ04ws1NTVQVVWFq6vrGA3oGP6rGJsAjOEfg5EJwKlTp5gBAC8vL1paWhh+58mTJ6O2thYiIiLg5OREe3s7JkyYgKKiIqirq6OyshJiYmIgInR1dUFBQQGfP3+GhoYGysrKICkpiYGBAfT19UFWVhalpaWYMmUKSktLISsri56eHrDZbIiLi6OyshJTpkxBcXExFBQU0NnZCeC3hNaamhqoqamhsLAQSkpKaGtrAxcXF4SEhFBfX4/JkyejoKAAEydORENDw1/aIiQkBG5ubrS1tUFJSYkZFFZXV0NUVPQLW9TV1VFRUcHY0tvbCzk5uS9sYbFYGBgYgKSkJGPL58+fIS8vj66uLhDRn9qSnJyMH374Ae7u7jAzM8Ps2bNRVlYGKSkpVFZWwt3dHatXr8avv/6KwMBAeHl5obCwEHx8fODj40NTUxPq6ur+tK/Nzc0hLy+PrVu3QkhICBISEqiqqmKuf/PNN6isrISHhwfevHkDeXl5iIqKQllZGT/99BO8vLwQHBwMe3t7vHr16i/9qrq6Gj/99BMWL16Mq1evYv/+/VBVVUVTUxN4eXlx8eJFmJiYQEZGBpqamsjLy8O4ceMgKCgIc3NzpKamorCwEPv27UNQUBCWL1+Oz58/AwAmT54MaWlp+Pv7Y9euXWhra0Nubi6MjIwAAElJSWhpafnTurm6uiIoKAjc3P8PY/Mvv/wCfX19TJs27S/b7+XLl+Dl5cW8efMQERGB27dvQ15eHi9evICLiwsuXLiANWvWIDMzE87Ozrhy5QrmzJmD8PBweHl54ZdffoG1tTUKCwuxZs0aXLhwAQsXLsTly5exceNGREdHQ1dXFz09Pfj8+TPMzMxw7do1bNq0CaGhofj222/R2NiIVatWwd7eHm/evIGJiQl+/fXXv+yPv0JhYSFevHgBCQkJqKioYO7cuXB2dkZISAhkZWWhoqKCxsZGaGlpISwsDLa2tuDi4sL169dhY2MzSh8kMjIS69atw+nTp6GkpARlZWXw8/MzCwE3btwAi8Viyk5KSsKxY8fwww8/QE9PD1xcXAgKCoK5uTkGBgbg4ODwl3UfISvw8PAAFxcX2trakJOTA2FhYcjLy+PRo0cYN24cKisrsW7dOpw9exYAcPfuXcybN4/RMPn2228xc+bML/y6r68PmzdvxsOHDzFnzhykpaVBRUUFsrKykJaWRnV1Nc6fPz8qxp06dQouLi4QFhaGsLAwoqOj4ezsDB4eHrS2to6KNzU1NRAREQEHBwc6Ojowfvx4FBcXM3FVXFwcQ0NDYLFYTHK9hoYGSktLIS0tjb6+PvT390NGRgZlZWXQ0NDA58+fIScn96dxVVFRER0dHeDg4ICIiAjq6uowefJkZtI38hsVFBREQ0MDJk6ciMLCQkycOJFhHxuJq8rKyigqKhr1jPg7W3p6er54RkhJSaG/v3/UM+I/saW2tvZPnxE5OTk4d+7c2ARgDP9VjOkAjGEMY/iPcO7cOVRWVuLQoUOYPHky3r59C0tLS4SGhqKwsBDr1q37gtVk6tSpAH5bsfyjCJK1tTVDgZmfn4+rV6+itrYWVlZWsLW1RWhoKKqqqmBgYICUlBQAgIiICKZNm4ampiYoKysDALZt2wYA8PDwQFZWFr7//vsv6i4lJYWtW7fi4MGDCAsLg76+PgDg1q1bKCgoGPXZXbt2YeXKlbh8+TKA33QebG1tERERwXxmz549zMTj6dOnWLp0KYDfVtu/++47ZnVYXFycGfyP3Ds9Pf2r7Xv69GkAgJ2d3aj3N23ahPDwcGzduhXbt2/HmTNnEBAQAENDQwwODuLDhw949eoV9PX1sXv3brx+/Rq5ublYunQp9PT0UFVVBR8fH4SEhGDfvn2j7r937148efIE/Pz8CAgIQE1NDdM2I7h16xYKCwtx/PjxLya2N2/eREFBAfz8/NDY2MjsUly6dAmqqqrw9fWFqKgobt++jWnTpkFISAjPnz/H9u3bGeGywMBAGBoaIiAggCmTi4sLly9fxt69e2FqagoAOHXqFHPd1tYWBgYGDOMWADg6OjLXPTw8APzG7DTiOxs3boSfnx927drFsADp6uqOsldUVBRr1qzBuXPnsHz5cqSlpWH9+vUoLS0FEeHnn39GXV0dPn78iFevXuHp06fYsWMHNmzYADabPardPn78iA0bNjD/i4uLQ1lZmRlkuru749GjR8x1AwMDyMrKYsKECcwksa+vD8uWLcMPP/yA/Px8CAgIICEhAR8/fmS+d/LkScTExIwSzQsODmYm4uXl5Xjx4gX09fWhrq4OHx8f/PjjjwgKCoKDgwPCw8PR2dmJmJgYLFiwAAUFBZgzZw7CwsJw7949sNls2Nvbw9bWFpmZmQwL1O9/D2MYwxj+78cYDegY/nHIycmBsrIyhoeHUVdXB11dXTx69AhWVlZISkrC1KlT0dPTg5aWFsycORMvXryAlZUVXrx4wSjV9vT0YOrUqUhOToaVlRUePXoEXV1d1NbWYnh4GMrKykhLS4OFhQUePHgAfX19RkFWRkYGWVlZMDU1RXx8PIyNjVFQUABRUVGIiori06dPMDExQXx8PExNTZGdnQ1paWnw8fGhtLQU8+fPx6+//goLCwukp6dDSUkJRITa2tpRtiQnJ0NdXR19fX1oaWmBlpYWnj9/DisrK7x8+RLTp09HW1sburu7MXXqVCQlJcHKygpPnz7FnDlzUF9fDzabjUmTJiE1NZWxZd68eSgrKwM3Nzfk5eWRlZWF7777DvHx8TAyMkJBQQFEREQY5dcRWxYtWoTr16/jzJkzMDMzQ2NjI8LDw7FhwwbExsbi7NmzuHPnDpSVlTFt2jSkp6eDzWbD2toaAgICf6uumpOTg6VLl2JgYADHjx+HlZUVcxxkypQpUFRUxIwZM7Bv3z6YmJgw4mBiYmJQVlZGSEgImpqa/tZ/0tPT0dPTg46ODpw4cQInTpzAihUr8Ouvv+LOnTswNzfH+/fvMX78eHBwcKCqqgp9fX3w9/fH999/D3V1dYSFhcHBwQFSUlLQ19cHNzc3bGxswMPDAx0dHbx//55R5uXh4fm3/Hvr1q1Yvnw5nj59it7eXqSlpUFVVRVXr14FACxevBjq6uqIi4vDwMAAfv31V9TW1uLNmzdITU3F0aNHER8fD2trazQ1NeHnn3+GgYEBLl68yJTh7OyMhw8fwtXVFVOnTmVWvi9duoTo6GicOnUKiYmJ0NTUREBAAAICAuDn54eYmBhG2TUnJwfS0tI4d+4cZsyYgejoaERERMDc3Bw3btxASUkJAODKlSvQ09PDgwcP8NNPP8He3h4VFRWYPn06FBUV0dDQwNgycrxqRLgtODiY+a2PCGUVFBTgw4cP/1abAkBFRQXi4uKgrq4OYWFhpi29vb1hZ2eH6upqpKWlwdfXF0eOHMF3330HQ0NDHD58GKKiouDg4EBxcTEzOVm8eDFCQkKQl5cHY2NjpKSkoLGxEXFxcRgeHv6X6iQlJYXx48cjICAA7e3tsLCwgImJCQ4ePIhp06bhzZs3UFNTw7Nnz2BhYQFbW1uMGzcOU6ZMQVpaGlJSUv5yJ+2nn35CZ2cnLC0tMX/+fPj7+391RTkwMBChoaFITEzE9OnTMWXKlH+rbbu7u9Hc3IyBgQFMnjwZKSkpsLS0xMOHDzF37lxUV1eDg4MDSkpKePfuHczNzREfHw9DQ0OUlJSAn58fUlJSyMnJwaJFixAfHw8TExPk5eVBTEwMIiIiKCoqgpGREeLj4/Hdd98hIyMD8vLy4ObmRllZGebNm4cHDx7AwsICqampmDRpEthsNurq6jBnzhw8ffqUeUZoamqiu7sbbW1tmD59Ol69egUrKys8f/4cWlpaaGlpQV9fH9TV1b94RlRXV4OIGFVpCwsL/Prrr5g/fz5KS0vBz88PGRkZZGdnM88IExMTfPr0CaKiohAREUFBQQGMjY0ZW7KysiAjIwNeXl6UlZX9bawcwxj+R/C/lHswhjH82xhJAr537x7t3LmTSQJ2cnKiiooKMjAwoMLCQvLy8qKbN29STEwMubu7U0lJCenr61NJSQm5u7tTdHQ03bx5k0mcNTAwoIqKCnJycmKSgHfu3MkkzlZVVdGKFSuou7ubbty4Qc+fP6fOzk4yNTWlmpoasra2ppSUFDpx4gT19fXRihUrqLW1lZqampgEr0OHDtGZM2coISGBhoaGSEZGhthsNmVnZ9Pu3bspMDCQHj16RKtWraLKykrq7e0lLS0tGhgYoBs3bjC2lJaWkr6+PrW3t1N+fj4dOHCAWCwWbdy4kQoLC0lfX59JaO7u7qZz585RamoqdXR0kJGREWPLSBJwf38/k+w3Qnf6+yTg1NRUYrPZJCkpSWw2m5KSksjT05P8/f1JSEiIVFVVqbq6moyNjSk7O5s0NDQoKiqKjh49StnZ2cRms8nY2PiLvrS2th6VXGphYUGBgYEkIyPDsKz09vaSkpISlZSU0I4dOyg0NJRyc3Opo6OD2Gw2LViwgBoaGsjHx4eIiEn8/D0yMzO/YGyZOXMmFRUVkYCAAMnJydG5c+do06ZNVFBQQCIiImRiYkKZmZm0Z88eunjxIj1//nxUguHQ0BC9evWKbt68SX5+flRZWUmWlpY0NDRE7e3ttGPHDurr66O+vr6/9WldXd1RdXNycqLAwEASERFh3lNTUyMeHh4mqVZOTo7S0tJISUmJqqqqSFlZmRITE2nTpk20c+dOUlRUpMLCQiapkZ+fn/bt20eHDh0iBQUFys3NJQkJCdLX16fMzEwSFhamc+fO0YEDB4ifn586OztJQkKCioqKaOPGjXTx4kW6cuUKkyypr69PxcXFJCAgQIcOHaK9e/eSoqIi5efnk5iYGBkZGVF6ejqJiIjQpUuXaPXq1aSsrEyVlZXEw8NDtra29ODBAxIXFydRUVFKTk6mCRMmUFVVFUPFumXLFtqxYwdDLztCKZuamkpr166lAwcOEADKzMwkcXFxAkD6+vpfbeP+/n6yt7engYEBJql6y5Yt1NHRQcPDw1RSUkKbNm2ivr4+8vPzo/z8fOro6CADAwPq7u6mBQsWUGJiIgUGBtKGDRuYBPS5c+dSVlYWCQkJ0ZkzZ8jDw4NSUlJIUVGRqqqqvvC7ryV0pqamUnx8PHV3d9PQ0BAZGxsTm82m3NxcOnLkCAUGBlJiYiItWrSIurq6SFNTk/GF3bt308aNG5n7jyRnj7BJERFDj2pkZERsNpsyMzPpxIkTdP78eUpNTSVDQ0Pq6ekhbm5uWrFiBcXGxpKEhASJiIhQSUkJKSsrU29vL02bNo1ycnLoyJEjdOjQIcrLyyMNDQ3q7e0lVVVVKioqIm9vb/Lz86N3796RtrY29fb2UmVlJTk6OtLTp0/p4sWLTOIsm80mKSkphnrU39+ffHx8KD09nczMzKipqYna2trIzs6O+vr66OTJk5ScnExLly6lmpoaWrBgAXV2dtKrV68oKCiIuru7acWKFVRVVUVGRkaUl5dHO3bsIBaLRVu3bqXS0lJqb28nfX19KiwsHJUEPDg4SOrq6jQwMMA8I+7du0c3btygzZs3U35+Pg0NDZGioiINDg7S48ePKSAggHbv3k05OTlkbGxMra2tVFdXR25ubtTb28sQRYw8I6ysrKirq4vu3btH0dHR1NXVRdbW1lRTU0OLFi2ijIyMUUnAZmZmY0nAY/ivY2wCMIZ/DP63aEB7e3tJT0+PPnz4QGfOnCFvb28SFxf/Kg1ofHw8OTg4MLSaX6MBrampIUVFRers7PxTGtCuri6aO3cuZWZmfpUGVF9fnz5+/EgHDx4kPz+/UTSgM2fOpPz8fNq3bx+dO3eO3rx5Q1ZWVl+lAU1MTCRra2tqa2sjdXV1qqysJCcnJ7p9+zZFRkaSs7MzNTc3k4SEBHV0dJCgoCAJCQmRsLAwpaSkkK6uLrFYLFJVVaXKykratGkTDQ4OUl9fHw0ODpKamhqxWCyGFSUiIoKeP39Oy5YtY1hUeHl5SVBQkBlcpKam0syZM6m3t5fU1NSotLSUdu7cSYODg7Rp0yaqr68nTU1N6u/vZ8oKCgpiJle/f2VmZhInJydTDgDq7OwkcXFxsrKyotjYWBIREaHU1FQyMTGhzs5OmjhxIpWXl9P27dspMDCQUlNTadGiRdTT00NdXV3MYL+/v5+2b99OBQUFzGRlpD5/rIe6uvoX7w0NDZGhoSHTDjw8PMTDw0MiIiLEyclJRUVFpKCgQB0dHcTBwUFOTk4UFBRE0dHR5OjoyDDt1NbWkpiYGAkJCVFYWBitWrWKxMXFGUrYoqIiEhISouDgYPLw8KDy8nJSUlKijo4OMjc3p8TERBIWFqYXL16QlZUVSUhIMG3k5OREUVFRJCIiQrm5uWRgYED8/Pyko6NDHz9+pD179jB0iaamptTa2sr4wsaNGykgIIBev35Npqam1NHRwQyOBQUF6eTJk+Tt7U2CgoLU3NxMCgoKNG3aNHr//j0JCQkRPz8/vXv3jjQ1NUlCQoLxkxH/4+TkJDExMUaXYERTgM1mM5SpQ0NDDGf+79t9xD//2Gcj7EtNTU2kqKjITBB27dpFgYGBlJycTNbW1tTe3s7Y4u7uTjdu3CABAQESExOj+vp6kpeXJx4eHlq+fDmFhYURFxcXZWdnExGNqsfAwAD19/eTp6cnVVdXU19fH02bNo2Gh4dpcHCQgoKC6PXr12RpaUldXV2koKDAsNGEhoZSbGws2draMr4tLi7OsEP9/tXT00MaGhqMrefPn6e0tDRatGgRo0fBz89Pnp6eFBgYSA8ePKClS5dSS0sLKSkpUW1tLcOGFBERQQ4ODlRdXc3EuJUrV46KceXl5aShoUEdHR1kampKr1+/posXL1JfXx/Z2NiQlJQUtbW1kampKaWnp9Pp06dp7969lJ+fT729vaSgoMDEvxF9lczMTNLR0SEWi0WNjY0kKSnJUB2npaWRsbExdXZ2Mn2alJREkpKS9OzZM1q+fDm1t7eTgoIC1dXVkZOTE/X395OPjw9JSkoyVMctLS20fPlyevjwIYWGhlJfXx8tWLCAZGVlqampiWxtbSkxMZECAgJo06ZNVF5eTr29vSQrK0umpqb05s0bOn/+PHl7e1NhYSGpq6tTX18f1dTUkKSkJB09epSOHTtGubm5jFaJmpoaM7EIDg4mT09Pevbs2dgEYAz/dYxNAMbwj8G/IgT2+fNn2rBhwyghsBGRl/Ly8lFCYBs2bBgl8vJXQmDLli0bJQQ2IvJSX19P5ubmXxUCq6+v/1MhsLq6OtLT06O8vLxRQmAjtujo6FBxcTF5eXmNEgIbETX7oxCYp6cnlZSUkLa29t8Kgdna2n4hBGZoaEh1dXXMSqKEhAQBoE+fPpGGhgYzORihXezt7SUvLy+Gd//3uHTp0hd88goKCgSADhw4QF5eXlRUVESqqqo0ODhIHR0d1NPTQ/fv36eoqCjaunUrlZSU0PDwMLHZbOru7qa3b9/SvXv3RpXDYrGYMkRFRUlISIjk5eWJk5OTlJSUaOrUqZSSkkKnTp2ijo4OZkIyMDDA+MKILRs3bqSWlhZGWOr3olxfQ3p6+hcrvEpKSqP+l5CQYOgb6+rqiIuLi+Tk5EhISIhERUVJRkaGCgsLSUdHhzo6OujTp0/M7sHmzZupvLycFBUVicVi0axZsygzM5NOnjxJe/fupcLCQurq6qKBgQFmANHb20uXLl2ilJQUYrPZpKury6wAs1gs6uvro4GBAXJ0dGRoKRsaGmjPnj3Mte7ubkZUis1m09u3b+nChQuMkNXvxceGhoYoNjaW4uLiGPExPT09ps/evXtHly5dYu47d+5cGhoaoqKiIvLy8mLafvXq1VRZWcmIwq1Zs4Z6e3vp6NGjlJOTQ9OmTaP+/n6qrq4mR0dH6ujooL6+Plq7di3V1NSQrKws1dbWkoKCAgkKCtLPP/9Ma9euHeUL3NzcJCsr+7d9NrKr8Ef83hdGhMlG+NsHBwcpODiYUlJSqKenh5mIt7S0kL29PbPqa29vT8XFxSQkJEQTJkxgyhMXF2foV0fEvf7o5yN0r/39/WRlZUXJycl05coV2rt3LxUUFFBXVxcTF+Tk5EhYWJhERERIVlaWuLm5v7Dx6tWro8oYHh6mgoIC2rNnzyga0JHYWVJSwrTf7/36r3YAWCwWycvLM5PBiIgIEhISooqKCurs7GRi3KZNm+jGjRt0//59cnFxIRUVFWptbWV8ISoqisLCwpgYN23aNDIwMKCOjo4/jXEqKiq0detW6ujooD179lB2djYZGBhQfX09WVhY0Nu3b0lFRYWio6MZzZCGhgYyMTGhjIwMOnToEPn5+ZGKigoVFxczuwe5ubm0a9cuunTpEj1//pzs7OxIVVWVoZkdsSUuLo6cnZ2psrKS1NXVmQlwREQEhYeH07p165h4PSIQOCIKt2XLFoqPjx+bAIzhv46xHIAx/ONw+/ZtGBsbY3BwEOnp6di4cSO8vb0REhICX19f2NjYoKGhAfn5+Vi9ejV8fHxw69Yt+Pj4wNXVFUVFRWhoaICNjQ1OnjyJkJAQeHt7Y+PGjUhNTcXg4CCMjY3x888/4+rVq9i+fTt2796NJ0+eQEREBDNnzkRwcDDOnz+PrVu34tixY4iOjoaSkhJUVVURGRkJX19fbN26FefPn8eNGzfwzTffQFRUFI8fP8YPP/yA7du34+rVq7h06RIMDQ3BZrORkpICLy8v7N69G8HBwTh16hSsrKzQ0tKC/Px8uLq64uDBg4wtTk5O+Pz5M+rq6rBs2TL8+OOPCAkJwd69e7Fhwwa8e/cOvb29WLRoEc6fP4+goCDs2LEDO3fuxLNnzyAgIAAdHR1cu3YNP//8M9auXQsAmD9/PrZv38609/DwMKKjo3HgwAG4ubnhzJkzuHz5Mnbs2IGLFy9icHDwL/tLSEgId+/ehZaWFm7duoV79+4x14aGhiAnJ4dDhw6hu7sbLBYLJ0+exNmzZ1FUVIS+vj6cPHkSc+fOZRJrfw9hYWHMmjUL7u7uWLJkCYKCgiAlJYUHDx5AWloagYGBmD9/PjQ1NRlmHjabzfhCZGQkHj58iJ07d6KnpwceHh7o6+vD8ePHUVxcjOTkZDQ1NWFgYOBv/TIuLo5pU+C3BF8vLy8ICAjA1dUV0tLSuHz5Mr7//nu4uLjA19cX/v7+uH79OqSlpXHhwgV8++23CAoKYliPvv32W5SUlEBbWxv19fXg5eXFuHHjICQkhFmzZmF4eBj6+vp4/fo1zp8/D2dnZwQGBqKlpQVv377F1q1b0dzcDD8/P1y9ehWlpaU4ffo0eHh4sH79egwMDODkyZNITU1Ffn4+Tp48iZycHHh6eqK7uxuJiYlwdXVlkl29vb0xMDCAjRs3IikpCa2trViyZAkCAgLw7t07vHnzBnl5eTh27Bg0NTWZc/PHjh3Dq1evUFRUhEuXLmH79u24fPkyzp07B19fX3z77bcYGBjA4cOHsWrVKvz8888QEBBAfX09dHV1UVxcjL1792L9+vUwMDBAeHg4ACA/Px/GxsbQ0tJizpbX1tYiLS0NERERkJKSQlxcHJSUlHDr1i2oq6tj6tSpEBcXZ/rsX8GILwDAkSNH0N/fj61bt+LMmTMoKytDe3s7Zs6ciVOnTuH8+fPw9PREaWkpxo8fj66uLvT09GD8+PGYMWMGTExMEBcXx9Csenl5wdTUFIaGhuDk/PKRfOvWLbS0tKCiogLc3Nw4ePAg4uPjsWLFCkydOhW1tbXYtGkTExfCwsKwf/9+ODk54cyZM3BxcQEXF9df2tff3w8XFxf4+PhgcHAQUlJSAIA1a9bgxo0bWLhwIW7dugUNDQ3s3r0b8+bN+5fabQRNTU0wNzeHq6srAEBDQwOvX7/GihUr4ObmhoaGBrx9+xb79+9HQkICXF1dmeT5nJwcfP78GRs2bMDSpUvx/v17XLp0CWZmZnj69Cm6u7vh4OAANzc3vHr1ClpaWigsLMSiRYswe/ZsWFhYwNvbG48ePcI333yDmzdv4ueff2buq6KigqioKGhqauLevXs4duwY5s2bBwUFBaSmpuLUqVOQk5PDkydPsHXrVtjY2ICDgwN3797FmTNn8PLlSzg4OMDR0REuLi5oaGjA69evcejQIRgZGeHjx4/w9fWFqakp8vPzUVRUhC1btmDJkiVITk6GgYEBjhw5goSEBLS1tWHVqlXYt2/fv9W+YxjDf4KxCcAY/nGYO3cuCgsLwcnJCWVlZSQkJGDlypUICwuDlZUVsrKyICIiAllZWaSmpmLZsmUIDQ3FsmXLkJKSAmlpaYiIiCArKwtWVlYICwvDypUrkZCQABUVFXBycqKwsBALFy5EREQEnJ2d8eTJE2hqaqK/vx9VVVWYP38+YmJi4OLigvj4eMyePRttbW1oamqCjo4OYmNj4eLigpiYGBgYGKC2tha9vb3Q1NTE48ePGc71BQsWoLi4GJycnFBVVcWrV68YJg5LS0tkZ2dDSEiIYS9Zvnw5Y0taWhqkpKQwbtw4ZGRkwNraGqGhobC3t0dCQgKUlZXBw8OD/Px8LFq0CBEREXBycsLTp08xZcoUDAwMoLy8HIaGhoiJicG6desgJiYGKSkp3L9/H7NmzUJ8fDzs7e2hp6eH5cuXIyUlBfLy8hAUFISUlBQcHR3BxcWFoaGhP03M7O/vx6NHj7B06VIYGBgwA+QRKCsrY/fu3Rg/fjwqKipQXFwMZ2dnhIaGQlBQEHv37kVxcfFX7y0tLQ1ra2ucPXsWvb29cHd3h52dHebOnYvVq1cz9HsuLi7Mdzg5ORlfmD9/PrS1tSElJYWYmBi4urpCQEAABw8eBDc3NxYuXIi3b9+it7f3b/3y+vXrEBMTg62tLbS0tBAVFQVpaWmIiYlhw4YN+P7777Fhwwa0t7cjNzcXP/74I3R0dHD79m1ISEjghx9+wPnz57/qC1ZWVqN8QVRUFB4eHkhOTkZgYCDjC5WVlUx9kpOTcfnyZdTW1sLJyQkGBgYgIly7dg1sNhvOzs6IjY1FR0cHJk6cCAEBAezduxePHz/G2rVrwcfHB0tLS1RVVcHa2hptbW04d+4c0tLScOXKFVRUVGDJkiWor6+HhYUFHj16hKGhIdy5cwcrVqxAU1MT5syZA25ubvj4+ODdu3eIjIzEyZMn0d/fD2lpaWhpaTFUoSkpKbh06RLS0tIgKSkJMTGxL/z69evX2LlzJ5OgaW9vj+vXr6O/vx9v374FBwcHTp48icWLF+P169fo7u7GtWvX0NbWhoyMDHz33XcwMzODsrIyPD09oa2t/a+EHMjLy0NDQwOFhYU4cuQI3r17hxs3buD+/fuQkZGBoKAgoqKi4O3tjSdPnjBxQVtbG21tbWhvb4e2tjbExMTg5uaGRYsWYcWKFdDU1MSzZ88QFxcHJyenrw7UTUxMICwsjLCwMAwNDeHhw4eYMWMGbt26hcWLF+PixYv46aef8O233+Knn37Cjh07IC0tjXfv3sHJyQnz5s1jqDJXr179xf2TkpLAyckJCwsLREdHY2BgAOPHjwcArF27Fjdu3EB7ezsyMjJgamqKH374AXJychAVFf2X2m7cuHFgs9kIDQ39lz6/YMEC3Llz50+vExGsra0RFhb2p59pbm5GbGwso+/xNTx+/BiamppYsGDBn37G29sbP/74I5M0/jXo6+sjJibmT6+z2Ww4OTkhODj4Tz8zhjH8b2BsAjCGfxw6OzsZesH+/n6IiIigubkZEhISaG1thYCAANhsNoaGhiAkJITW1lZISUmhtbUVIiIiGBwcBJvNhoCAAFpbWyEhIYHm5maIiIigv78fAMDPz4/29nZISEigqakJ48aNA4vFAgcHB3h5edHZ2QlxcXE0NjZCTEwMPT094OLiAg8PD7q7uyEmJobGxkaIi4ujs7MTPDw84OTkBIvFwrhx49DU1AQJCQm0t7eDj4/vT20RFBRkbBEREUFLSwtji5CQEGOLoKAgc+33thAR+Pn50dHRMcqWvr4+cHBwgI+Pj7GloaEBXFxcDOuGkJAQ2traICYmhp9//hnOzs4QERGBjo4O2tvbUVJSAk9PTwwODoKIGHGkP4KLiwuioqLo6OhAT08Puru7v/gMDw8PBAUFmf9bW1tx+PBhAL/tQPT09Hz13kNDQ0y548aNAw8PDyQlJXH27FkcOHAAhoaGXx0ojPjC8+fP8ejRI7DZbMjIyKCxsXFUmXl5eZgzZ85fDnYOHjwIcXFxSElJoa6uDj/88AOEhYXh4eGB0NBQ7NixAw4ODpg8eTKOHTvGsEXt3bsXR48ehY+PD7q7uxETE4Np06ZheHgYGRkZWL16NTw9PXHgwAEcOXIEZmZmaGtrQ3FxMWprayEjI4Pq6mrcuXMH33//PcrLy9Hf349vv/0WwsLCaGpqAhHhw4cPqKurAzc3N5KSkrBz505cu3YNLBYLLi4uuHnzJvr6+nD58mU0NDRg7969aGlpAREhNTUVLBYLnZ2dSE9PBxGhpqYG4eHhsLGxQXh4OPr7+9HV1QVRUVFwcnLCx8cHmZmZqKyshI6ODrq7u8Fms9HS0oJ9+/YhMDAQKSkp6OjowIwZM+Dj44Pdu3ejvr4eUVFRWLp0KSoqKlBXVwdLS0scOHAAPj4+8PLywqpVq5CbmwsWiwUjIyOoqanB398fx48fx+bNm/Htt9/CwcEBXV1dEBYWBicnJyZMmAB/f3+UlZXh4sWL6OrqQn9/PyQlJRmBNQ0NDaxbt+5P+3hwcBD9/f3o7u7G8PAwmpqaEBQUhE2bNmFoaAhsNhsDAwO4evUqtm7ditbW1lFxgYuLCz4+PtixYwecnZ1x4MAB7NixA8LCwhg3bhy2b9+Oo0ePfnU3baTMH374AdeuXcOePXvAYrHAycn5xc6UgIAAFi9ejOvXr8Pd3R0zZ85k+pKTkxMSEhJf3L+pqQk8PDzw8PBAYmIiLC0tERYWhuXLl8PLywsnTpwAFxcXKioq8PnzZ5ibm0NMTOxvdxUAoKurC8+ePcOOHTv+9rNjGMMY/s9iTAhsDP8YjAiBubq6YvHixWhsbERXVxe0tLQQHx8PR0dHREdHw8jICOXl5RgcHMTUqVPx7NkzrFy5EhERETA1NUVBQQG4ubmhoqKC169fY/ny5QgLC8OSJUuQmZkJERERyMjIID09HUuXLsXt27dha2vLrH4LCQkhNzcXixcvRlhYGCM2paqqCg4ODpSUlDC7B46OjsxKE4vFQl1dHebPn4/o6GisWrUKsbGx0NbWRktLCzo6OjB79mzGlpHdg+rqavT392Pq1Kl4+vQpHBwcEBERgUWLFqGwsBBcXFyYOHEiEhISsGLFCoSFhcHS0hJZWVkQFhaGnJwc0tLSRtny5s0byMrK4uTJk5g+fTp27dqFsLAwuLu7Iz09HWlpaRgaGsKBAwdARLhw4QLc3d0hLi6OSZMmoaGhAcLCwqiqqsK5c+dGDVw+fPgAR0dH3LhxAwEBAeDi4mKOfLx8+RItLS1Yu3YtBgYGmFVVFRUVtLe3g5OTk5l8bNy4cZTi7O/BwcGBCxcuwNTUFGfPnkVISAjWrFnDXL927Rq2bt2KCRMmoKurC8PDwxATE0N5eTmmTp2KoaEhVFZWQkpKCmw2GxISEigoKIC6ujpzxAUA3r9/DykpKaioqDD3VlVVhbm5OX755Re0t7ejr68P3t7eWLx4MSPOdO/ePcyZMwcREREICAhAZWUlurq68PjxY0aXQENDA9XV1fj555+xZs0ajBs3DvLy8ujr60NfXx+kpaVRXFwMTU1NFBcXj7JFXFycESAqKCiAqqrqF+03gr6+PjQ1NYGfnx8CAgIQFhZGTk4OZsyYgf7+ftTX10NZWRnV1dWQkpIapTDc09ODzs5OEBHExMQgKCgIIsKnT58wceJEtLa2Mrz7I+3HycnJlDlhwoRR/TY8PIyioiKMHz8ePT09kJWVxefPn6GsrAxubm7k5+d/4QuVlZVQV1dHfn4+Jk+ejObmZvDy8uLKlSvQ19eHmJgYZs2ahczMTEhLS0NISAhBQUGYNWsWpKSkMDQ0hMjISDg6OiIqKgrz589HSEgI48/ff/89rl69ivz8fOTn52PLli24f//+qN2UPyIgIACFhYWYOXMmgN8mlFxcXGhqahq1i6isrMxMUGtqahAaGgpHR0fMnj0bWVlZAMCo3m7atAkJCQnYtGkTvvZYJiLExsaitbUVPT096OrqgpycHEpKSqCkpISsrCzcvXsXhw4dgq+vLzQ1NaGnp4cLFy7A1tYWNjY2OH/+PKKjo7Fo0SJkZGQw9xYREcHp06e/8IXPnz/j0qVLcHd3B/CblgEHBwd++eUX/PDDD7h37x4iIiKwbdu2r8a4NWvWoK2tDenp6ZCQkIC4uDgyMzOxZMkSZpKRlJQERUVF8PHxoaCgAGZmZggPD8fKlSvx/PlzTJ48GWw2GxUVFTAxMcGdO3fg6OiIBw8eYObMmejq6kJDQwOzEr9q1Srcu3cPc+fORX19Pbq7uzFr1iw8ePAAjo6OiIyMhLGxMUpLS8FmszFlyhS8ePEC9vb2CA8Px3fffYf8/Hzw8fFh/PjxSElJga2tLfOM+PDhA0RFRSEpKYmMjAzY2Njg9u3bWL58OZKTk6GgoAABAQF8+vQJ5ubmzA7zixcvMHHiRABAWVnZKFsePnyI6dOno6enB/X19VBQUMDatWvHhMDG8N/F/0LewRjG8B9hJAk4KiqKvL296cqVKxQXF0dubm5UXFxMpqam9PHjR9q6dSuFhIRQVFQUbdiwgQoKCsjU1JQKCgrI09OTIiMjKSQkhLZu3Uq5ublkampKxcXF5ObmRvHx8XTlyhXy9vamDx8+kIWFBZWUlNCqVavo+fPndO7cOfLx8aHU1FSysbGhsrIysrOzo8TERPL19aUTJ05QUlISLV++nMrKysjGxoZSU1Pp8OHDdPbsWXrx4gU5OjpSaWkpWVhYUEZGBu3du5cCAwMpPj6eXF1d6fPnz2RmZkY5OTm0fft2unHjBkVFRZGnpycVFhaSqakp5efnM4l1N2/epC1bttDHjx/J1NSUioqKaM2aNRQbG0u//PIL7d69mzIzM8nc3JxKSkrIycmJnj59Sj///DO5uLgwTEBcXFzk7OxMOTk5dPToUerq6qKNGzdSR0cHNTY2UldXF+3YseOLfpGSkqLCwkImwXCEGjIjI4PMzc1pwYIF1NLSQu/evaNTp05RZ2cnDQwMEBGRhYXFn/a3sLDwF8mLkZGRNH36dCouLiYLCwvKzMxkfEFHR4dqampo2bJlVFZWRqtXr6aioiIKCQkhIqLdu3dTZ2fn3/pZV1cXU56Pjw+tXLmS3r59S1JSUlRcXEz8/Py0c+dOCgoKonv37jEJiZKSktTR0UE6Ojrk6+tLLBaL7O3tqaWlhSwsLIjNZlNbWxulpaXR48eP6ejRo9Tc3EyNjY3U29tLnp6elJOTwyQ7e3l5MbSV/18Hm80mW1tbIiJ6//49PXr0iEnstrKyIhaLRevWraOPHz9SdHQ0dXZ2kru7O/X09JCZmRl9/PiRDhw4QJGRkRQXF0e2trbU1tZGZmZmVFBQQGpqarRnzx7y9fWliRMnUk5ODomLi1NhYSHp6upSSEjIKD/s6en5y/oODg7SqlWrqKSkhIKCgoiIaO/evfTp0ycyMzOj7u5u0tHRofPnz5O/vz+lp6eTrq4uaWtrU1FREc2aNYtu3779hf+LiYl9tbyVK1fS4OAgNTU1UXl5OR07doz8/PyoqKiIZs6cSSwWi7i5uZkYJycnx9yzqKiIZGRkvnrf5cuXU21tLRERff78mU6ePDkqxpWWlhIAEhISIiUlJQoJCSE3Nzeqr68nGRkZYrFY5OLiQg8fPqSLFy/Svn376P3792RpaUmlpaXk4OBAL1++pDNnztCRI0fo7du3tHTpUiorK6Ply5dTcnIynThxgk6dOkWJiYlkb29PZWVlZG1tTWlpaXTw4EH6+eef6enTp+Tk5EQlJSVkbm5OmZmZtHv3bvrll18oLi6O3N3dqaioiHlGbNmyhW7evEkRERG0ceNGys/PH/WMiI6Ophs3btD27dspJyeHzMzM6PPnz+Tq6koPHjyggIAA2rt3L/OMKC0tJUdHR3rx4gWdOXOGDh8+POoZsXz5ckpKSiJfX186efIkJSYmkp2dHWNLamoq+fj40Llz5+jZs2dkaWk5lgQ8hv86xo4AjeEfh0uXLsHS0hIDAwNISkpihHzu3LmDLVu2wMHBAXV1dcjJyYGHhweT7Onq6gpPT098/PgRdXV1cHBwwNatW3Hnzh3Y2dnB29sbCQkJcHNzQ2dnJ6SlpZGVlQU5OTl8/vyZOcva3d096lpeXh4kJCSYlVsJCQl8/PgRcnJyyM7OhqSkJFgsFthsNsaNG4eioiLIyckhKysL0tLS6OzsBPDbEZbKykrIysoiIyMDsrKyaGlpAQ8PD6O0Kisriw8fPkBOTg4NDQ0QFBQEPz8/mpubR12rqqrCuHHjwMnJiba2Nka8bMSWkSMod+7cgbW1NR4+fIjGxkbk5uYyIkaXLl3C2rVrISIigm+//RaCgoLw9fX9oj/YbDb09fVhYGCAhw8fwt/fH2ZmZvDx8cHNmzfx6dMnDA4OIjg4GHJycvjw4QPWrl2Lrq4u3L17F+3t7X95/GIEHBwccHd3x/3792Fubo4PHz5ARkYGra2tcHNzw5w5czAwMIDbt2/DwsICV65cwcSJE+Hg4AAiwvHjxyEsLAxNTU3mnvQXG6CcnJw4ffo0U157ezvMzMyQm5uLS5cuob29HWlpaUhLSwMRgZubGwMDA1BVVcXkyZORkJCAmzdvYsmSJQgPD4e+vj5aW1sRFxeHBQsWYM+ePcyxKl1dXZw7dw6ampqwtLQEEcHf3x/8/Pzo7++HhYXFV+v8R1v+yp7/2zBSXxcXF3R1dWFoaAjffvvtqOsj4OTkZM6Qz5w5E4sWLcKRI0fQ2NiIqKgo8PHxYe/evbhy5Qqsra0ZhV8+Pj5kZWVBQ0MDNjY2KCkpQUZGBg4cOABLS0uEh4fDyckJkZGROH/+PCZMmIA5c+bA2NgY3d3dkJeXx4cPH7Bp0yacOXMGbm5uX03U/T3mzp0LDg4OXLt2DcrKynB2dgbwmxCZtLQ07t69i/nz5+P69etf7DI8efIE8+fPR25uLtLT0xkhvL9DcHAwuLm5ISkpif7+fvT19WHr1q3w8/NDbGwsZs+ejerqaiYu1NfX4/nz59DT04Ouri5zFOqP/RMaGgoJCQmYmpqCxWIx9x6JcYaGhqipqcH8+fO/Wtfh4WFUVFRg3LhxAICOjg5IS0sjMzMTcnJyjIDi0NAQWCwWJCUlkZOTAzk5OeTk5EBCQgK9vb3o7++HmJgYPn36NCp2dnV1MXH18+fPzDUZGRm0tbWBk5MT48aNQ3V1NRN7ZGVlmR0xQUFBNDQ0MNfk5ORQX18PISEh8PDwoKWlZVQ8rqysZGzp7OyElJQUE1eLioowbtw4DA0Nobu7G5KSksjOzoacnBw+fvzIPCP6+/shISGBvLy8UbaMHJUbeQ6MYQz/bYxNAMbwj8Pu3btx9+5d8PLywtTUFIcOHcLjx49hZGSEa9eu4dq1a5gwYQK0tbVx9uxZREdHw8DAANHR0fD394eWlhYmTJjAfNbIyAiPHz/GoUOHGBVTPj4+9Pb2QkZGBr29vZCSkkJ/fz84ODjAw8MDFosFaWlpsFgsyMjIoK+vD9zc3ODm5maOb4xc6+3tBQ8PDzg4ODAwMAApKalR9x7JARgcHIS4uDhzjcVigZ+fH2w2G4ODgxAWFkZPTw9kZGTQ09MzKj9AQECAucZisSAmJsbkAAgICIyqr5SUFKZNm4bz58/j3r17mD17NioqKjBlyhQ8ffoUp0+fxtSpUzF16lQEBgaitrYW2dnZMDY2Bi8v7xf9wcXFhY8fPyIlJQWLFy+Gn58foqOj8ebNGygoKKCkpARWVlY4f/48gN/OBV+/fh0iIiLM0ZJffvnlb/v9p59+wurVqzFlyhR0dXUB+G1gGB0djStXrjB1MzY2RnJyMqytrfH+/XtcuXIFfn5+qKysRF9fH/Ly8gAApaWlOHXq1FfLMjQ0xP3799Hb24t79+5hypQpaG9vR3l5OVauXImnT5/i8OHDWLRoEUxNTaGuro5Pnz7Bzs4Ou3fvRkFBATIyMpCbmwtubm5wcHDg2bNnOHLkCA4fPoyLFy8iPz8fMTEx4OPjw4sXLxi2lqioKKSnp2PNmjWMfzx8+JCp26lTp1BaWgoAjC0A8OrVKzx69Ohv2/H/FsTFxSEpKQk3btyAiIgIuLm5kZCQwFy/cOECCgoKAPw2yTQxMUFVVRVOnDgBIsKpU6ewefNmEBG0tbWhoKAAV1dX3Lp1C/v374e6ujoMDAyQl5cHCwsLTJs2DaqqqtDW1saPP/6IX3/9FUpKSuDm5sbQ0BC2bNmCqqoqPH36FO/evYOgoCDU1NSgp6eH27dvY+fOnQgODkZubi4EBAT+1K63b9+Ci4sLRISSkhJcvHgRAwMDuHXrFr799ltwcnKCn59/1DEtAJCTk4O8vDxycnKgra0Nc3Nz7Ny5EwAgISHx1UH6CCwsLNDX14cFCxZg0qRJ0NHRQXR0NAICArB06VJ8+PABioqKEBMTw8DAAISEhLB8+XJkZGSgo6ODUW3+PVxcXDA4OAgdHZ0/ZUvKzs6GlpYWXr58ybCIjWEMY/hngPt/uwJjGMO/i6tXr8LDwwOlpaVITk7Gzp074eXlhbt37+LgwYNwc3PDhw8f0NfXh3Xr1mHnzp2IjY3Fzp07sWnTJiQmJoKPjw8rV67EwYMHcffuXYZ+88GDB5CVlYWZmRl8fX0RGRkJd3d3HDlyBHfu3MGUKVOgoqKCgIAA3Lx5Ey4uLjh//jyCg4MxZ84cAEBISAguXboEFxcX3LhxAxcuXMCCBQvQ0dGB+/fv48SJE3Bzc0NkZCROnz7NJD0mJCRg9+7d8PT0xP3793Ho0CG4uLggOzsbFRUVWL9+PbZv3464uDjs2rULGzZsQEpKCnh4eLBq1Srs378fsbGx2LRpE3bt2oVHjx5BUlISixcvxokTJxAdHc0M8rW0tLBhwwY8efIEzc3NcHBwwNy5c8HLyws1NTVmF+HChQtYv349goKC8Pr1awwMDKChoYHpC3l5eQwPD2PFihUwMjJCXV0dODg4MHHiROTn52Pz5s2oqanB7NmzUVpaCgEBAVRXVyM1NRVKSkqYPn06cnNzv9rP8+bNQ0JCAubNm4eamhqcOXMGT548wfv37/Hy5UtMmjQJcnJyePPmDYqLi5mE59TUVNja2iIqKgpHjx7Ftm3bmHtqaGjg1atX4OHhYdqtqqqKuc7BwQExMTF8+PAB/v7+MDIygq+vL3P2+dtvv2UoW+/fv4+Ojg6GRnD16tWIjY3FmTNnYGZmBgCIjY1FfHw83NzcEBMTg5CQEGRkZGDGjBmYOXMmNm7ciLNnz2LTpk24c+cO+vr6YGhoCOC3gX5LSwtaWlpGtcuqVasAYFS9AUBNTe2r7/8ZuLi4IC0tjfr6+n/p8//TmD17NgCgurr6q9dHciVG7ImMjAQAuLm5Yd++fVi+fDnDvvL27Vvs2rULFy9exOzZs3HhwgUsX758lC+cOnUKCxYsAC8vL6ZMmQJubm4sWrQIt27dgqWlJUxNTcHDw4OoqCgcPnwYs2fPRmBgIDw8PLBz505MmDABqqqq2LBhA65evQphYWHIyMigrq7ui7oPDg5i4cKFeP36Nezs7LB9+3Zs3LgRurq64OLiwtu3b1FbW4uJEydCVlYW7e3tiImJgZ2dHVasWAF+fn74+vrCyMgIeXl5iI6OxoULF/Dy5UsMDQ2hrq4OYmJiGB4eRmdnJ27evImmpibcvHkTb968QXNzM4SEhFBRUQEdHR1wcnJi6dKl2LVrF9LS0nDixAno6elh9+7dGBwcxMqVKxEQEDDKhqCgIPDy8uLDhw/w9PTE/v37oaKiguHhYQgJCWHu3LlYuXIlXr16hUuXLsHExAQdHR1oa2tDWVkZ5s6di+rqakyaNAltbW0AAHFxcdTX1zPXpk2bhtbWVvDw8EBYWBgNDQ3Q0dFBdXU1Zs+ejaamJggKCoKLiwstLS2YMWMGqquroauri4aGBoiKioKLiwttbW3Q0NBATU0N5s6di7q6OkhKSmJ4eBjt7e1QVlZGTU0NDAwMUFNTA1lZWfT29oLNZkNBQQHV1dWYN28eqquroaioiK6uLgwMDEBaWhq1tbXQ19dHTU0NJk6c+IUtI9/T1NREW1sbeHh4ICIigsbGRsyZMwfV1dXQ0tJCc3MzBAQEwMHBgebmZsyaNYuxpb6+HiIiIowtEydO/NO4OIYx/E9hLAl4DP8YjCQBjzB5jLDVFBQUwMTEBPHx8TAzM8P79+8hJycHHh4elJeXw8DAAA8ePIClpSWSk5OhoqKCoaEh1NfXQ0dHB0+ePMGSJUvw6tUraGhooKurC+3t7Zg2bRpevnyJJUuW4Pnz55gxYwaamprQ19cHNTU1JCUlwcrKCo8ePYKuri6zbaukpIS0tDQsXrwYv/76KwwNDVFcXAw+Pj7mKI6ZmRlzFCQvLw/jxo3DuHHjvmqLrKwseHl5UVZWhvnz5+PBgwdYvHgx3rx5A2VlZbDZbNTW1kJXVxePHz/GkiVLkJCQADU1NfT09KCtrQ0zZ87Es2fPGP5+YWFhCAgIMInLFhYWyMzMxMyZM1FRUQF1dXU8efIEM2fOhJycHNMHxcXFsLKygqCgIJSUlJhJhK2tLcTFxdHW1obc3FyYmZlBQUEBubm5iIqKwunTp0f1pY2NzReripqamuDk5MTkyZPx4sULNDY2Yvz48YiNjUVpaSl6e3vh4OCAy5cvQ0dHB0+fPoWPjw8zkCovL4esrOyo1dmsrCxoaWmNKoeTkxNOTk64efMmAMDAwACVlZUwMjJCTEwMHjx4gFevXsHc3BwAMH36dFy9ehXa2towNDREamoqQ8UZEhICV1dXVFZWQktLC4ODgygvL4e6uvp/5ONv3ryBgYHBv/29EZrKoaEhlJeXo6qqCu7u7kziYkZGBsTExCAjI8MkhEdFReHixYs4dOgQ5OXlISIiguzsbCa5fcWKFXj16hUmTZrEJLWO0Mk6Ojoy1Lh9fX2orq6GoaEhoqKisGrVKsTFxWHOnDlobm5Ga2sr5syZg9jYWKxatQrXrl2DkpISxo8fD35+fuTl5Y2aVP6rSE1NhZ6e3r/9vcrKSkhKSkJISAjp6enQ0tJiVsD7+vqQk5MDGRkZLFq0CHv27MGaNWvQ0tKCT58+4bvvvkNdXR1iYmJw9epVBAQE4ODBg1BUVMSbN2/+stzfJ3QODg7i8+fPmDp1KgAwFMYFBQXg4ODA9OnTmSTdlJQU+Pn5oaysDOPHj0dERAQCAwMhKiqK3t5eREdHjypn2bJlX9BSpqenY8aMGfjxxx+xZs0axMfHMxOAx48fIyUlBfb29tDX10dtbS26u7vx+PFjJmn196iqqoKEhASEhITw5s0bPHnyBE5OTggKCoK0tDQSExORnJyM8PBwrFmzBmlpaQzZwLRp03Do0CHEx8dDRUUFeXl58Pb2hqmpKSQlJXH58mWEhIRg0qRJ+Pz5Mzw8PODk5ISBgQHcu3cP58+fh4aGBsrKymBnZ4e9e/eipKQEqampOHLkCLPQsHDhQvz00094+/YtysvLsXXrVhgbG6OwsBC6urq4ffs2YmNj0d/fj1WrVsHGxgbZ2dmYNm0aHj58iOvXr0NcXBzfffcd3N3dkZKSAjU1NaYvNDU1MXPmTOzbtw8PHz7ExIkTkZ2djX379mHhwoWQlZXF+fPncfv2bUycOBHFxcXw9PSEg4MD2Gw2oqOjcenSJairq6OsrAwODg7Yvn07qqurkZSUBCcnJ5iYmIwlAY/hv4qxI0Bj+Mehrq4OoqKiGB4eRkdHBxQVFZGfn48pU6agpKQEkpKSGBgYYI7EFBYWYsqUKSgsLISsrCxYLBYGBgYgKSmJkpISTJkyBfn5+VBUVERHRweGh4chKirKDIQ/ffqECRMmoKWlBVxcXBASEkJ1dTUmT56MvLw8qKqqoqGhAfz8/ODn50dDQwMmTpyIvLw8TJ48GdXV1RASEgI3NzdaWlqgrKyMvLw8qKurM+dj6f9Po/k1WwYHBxnGlBFbioqKmOM+/f39DGPHiC0KCgqj2G/Kysqgrq4OLi4ucHNzIzIyEry8vJgzZw4CAwPR19eHT58+YXh4GLW1taioqICmpuaowf8I5OTkoKioCBUVFbi5ueHEiRNYvHgxEhISkJubiwULFqChoQE3btzAu3fv/vSYze+hrq4OLy8v5r4jx6KGhoZw//59ZGVlobu7G/n5+Zg6dSo+ffqEadOmMauhANDQ0PC3omTAbxMADQ0NTJo0CatXr4aSkhLExMSgrq6O06dPY/Xq1Vi7di127NiBrKws3L59G+vXr4ejoyPYbDYePXoEX19fdHR0wMHBAVlZWXj79i2ICGw2GzU1NaioqEBFRcW/6dl/DllZWXh5eQEAVq9ejUmTJuHo0aMQEBDA0aNHISIiAiUlJSgpKWHv3r2QkZGBpqYmeHl5mVXmNWvWYMmSJRAQEMA333yDgwcP4ocffoC3tzfzvdmzZ2Pq1Kk4e/Ys1NXVISoqipUrV2LFihUQFRXFlClTcO7cOUydOhV6enrMd/fs2YP58+eDl5cXFy5cgJCQEFOfnTt3wtjYGNzc3Jg9ezYOHDgAcXFxKCkpQVlZGQcPHoSYmBhOnz4NCQkJZsfGwcEBU6dOhY+PD3h4eP5ft2Frays+fvyI5uZmxk8+fvwINpuNly9fMkf1LC0tsW/fPgwNDWHKlClISEhAXl4eiAiPHz+Gvb09FBQU4OPjgz179sDb25thO9q5cydjy19h5Gx8bW0tSktLoaKiwhylS09Px40bN5CVlQV/f3/MnTsXs2bNQmBgIA4ePAhXV1eYm5tjYGAAgoKCmDRp0t/anpOTg/v378Pb25uhuv09li1bhmPHjkFFRQVOTk5YsmTJn96rpaWFoR+1trbGvn378OLFC9jZ2QEAVFRUcPz4cXz//ff/qJyU/02M5F2NYQz/JzE2ARjDPw7Nzc0ML3tPTw/k5eWZVdfq6mpISEhgaGgIfX19kJGRYWgERxJs+/r6MDQ0BAkJCdTW1kJdXR3l5eWQl5dn+OZFRUVRX18PNTU1ZuWto6ODmQA0NTVh0qRJKC0thbKyMlpbW8HLyws+Pj60tLRARUUFpaWlmDRp0qht7I6ODowfPx6lpaVQU1NDQ0MDk1TW3d0NBQUFxpba2lpISEiAzWajr6+PSUIbsWUk92BoaAhSUlKorq7+wpaRM/YjtnBzc0NVVRUdHR0gImZwe+zYMTg6OuLnn3+GsbExhISERvHy/x5SUlKQkJBgqPuA32gElyxZgry8PLS3t0NOTg76+vrw8PDAgQMH/rZPe3p6mOS48ePHg5eXFzt37kRUVBSEhIQwc+ZMCAsL4+XLlwCA9evXY/LkyRAWFsb48ePx9u1bNDQ0YGhoCAD+VAAoMjIS/Pz8UFNTA4vFQm1tLaSlpTFu3DhMmjRp1FloPT09aGtrQ1RUFKdOnWKUVg8cOABTU1PU19dDUVER8vLyzGB/ZGAnJCTEnPH29fVl6vWf4MGDB+jv70dNTQ0AoLa2FiwWC2VlZWCz2SgtLWWoa6WlpdHW1sbQxnJxcUFZWRkSEhIgIvj5+eHo0aM4evQoo7Q8ksx4+vRprF+/HqdPn0Z2djauXLmCNWvWIDAwEHx8fBAWFsbkyZNRWFgIf39/rF69GmfOnIG0tDQ6Ojqwb98+REZGYtu2beDn54eCggIkJCTQ3d2NgwcPIiwsDDt37sTw8DAcHBzAw8ODjo4OvH79mlkRHxgYYI4E1dXVobu7G2VlZf+vBpJDQ0M4deoUeHl5ISoqitmzZyM6OhosFgvFxcUMr7+EhARERUVx+fJlHD9+HFxcXDh69CisrKyQn5+P4eFhzJo1Cw8fPsSPP/7ItN+TJ0/Ax8eHpUuXoqqqirEFAHR1db/Kgc/Hxwdzc3MICgpCSEgI0tLS4OLiQklJCdzc3BAWFgYvLy/mKOKmTZtw8uRJbNy4EQ0NDTh58iRqa2sZX/g7fP78GRMnTsTg4OBXj3yx2WzU1dVBUVERYWFhX+z8jeDjx4/g4eHBvXv30NPTg/v37+PgwYOQkZFBU1MTAODixYtIS0tDfHz8X+Yt/Lv4n7zXGMYwhrEJwBj+gfj222/x6dMncHJyQk1NDY8fP8aaNWtw6dIlrFixAu/evYOoqCgUFRXx+vVrrFq1ChcuXMCqVauQkJAABQUFiIqK4t27d7C1tcWlS5ewZs0aPH78mOEx//TpE6ysrHD58mWsXbsW9+7dg5aWFvr6+lBeXg5TU1Ncu3YN69evR1hYGAwMDNDS0oKmpiYYGhoiNDQU69evx/Xr17Fo0SJUVVWBxWJh9uzZiImJgYeHBy5fvgxLS0sUFBQwq9IPHjxgbLG1tUVGRgZERESgqKiIhIQEODk5Mba8fv0a8vLyEBMTQ2pqKuzt7XHhwgW4ubnh8ePHmDRpEnh5eZGTk4MlS5YgMDAQPT09SEpKwuHDhzE4OIh169bh2bNncHFxgb29PVavXo2ysjI8ffoUkpKSX23/yZMnY9q0abh169ZXVxM1NTVx/fp1yMvLY/Xq1Vi/fj1zLTExcRT/uICAANLT01FTUwM/Pz8kJiYiJCQEDx48QEhICIKCgmBqaooff/wRvLy88PDwwL179zA0NISffvoJwG+r49OmTYOhoSGj2DmyWv5HjCgGnzlzBnV1dXj+/Dni4+Nx+PBhPHv2DBcuXBj1+YyMDKiqqiIxMRHz5s3DmjVrsGvXLixduhQFBQXIzMzErVu34OLiwgirWVlZQUpKClJSUgAAV1fXf0k06c9w8uRJtLe3Y3BwEMeOHYOlpSXU1NQQHByM7Oxs3LhxAyoqKjA0NERcXBzOnDmDx48fIyAgAF1dXcjOzoa7uztOnToFHx8fvH37FiwWC9u2bYOCggIzqH3y5AmOHj2KxMREREZG4tdff0VISAjmz5+PxsZGFBcX46effsLVq1fx6tUrHDt2DIqKilBVVYW/vz/a2tpw+vRpbNmyBTU1NWCz2Zg9ezb8/PzQ3NwMPz8/fPjwAefOnUNoaChevnyJlStXoqamBklJSQgODoaEhAScnJywbt06aGpqoqqqChs3bgQvLy9kZWXx9OlTAMChQ4cYDv6/AxcXF1avXg1hYWFmpd7GxgZ8fHzw8vICHx8fTExM8OzZM4wfPx6FhYXQ0dHBqlWrkJqa+sX9goOD0dPTg23btkFOTg4rVqzAixcv8PbtW0RGRjLXAKCoqAj379//4h4sFgt79+6FmJgYs3vEz8+PoKAg8PHxwc/PD+fOnQPwWy7E48ePkZycDCcnJ7x58wbTp0+HmZkZLC0tMWXKFABAfn7+F+X8+OOP6OjowKZNmzB9+nTs378fRkZGX3xupF86OjpgaWnJfO+PUFVVhYqKCpYsWQI+Pj789NNP2LZtG6ZPn84kcN++fRtpaWk4evTo/+gOwNhuwhjG8D+M/xNco2MYw/8ERnQAFixYQK9evaILFy6Qt7c35eXlka6uLjU2NpKZmRm9ffuWTp48SYcOHaIPHz6QkZERNTc3k5GREWVmZpKPjw+dPHmS3r59S+bm5tTY2Ei6urqUl5dHu3fvpgsXLtCrV69o6dKlVF9fT7NmzaKioiLatGkTXbt2jR48eEAODg5UU1ND06dPp/LycnJ3d6fIyEiKiooiNzc3qqiooOnTp1NNTQ05OjpSXFwcBQcHk5eXF33+/JlmzpxJ9fX1ZGtrSy9evKCLFy/Srl276NOnT6Sjo0ONjY1kbm5OKSkp5OfnR4cOHaLMzEwyMDCgpqYmMjIyooyMDDp8+DD5+vpSamoqmZqaUlNTE+np6dHHjx9JXFycREREKDExkWxsbKipqYkaGxtJX1+fUlNT6dy5c0RE1NvbS8PDw9TW1kYKCgokISFBQkJCpKCgwLwUFRXJyMiIioqKyNvbm/r6+qi7u5u6urpoeHiYenp6aGhoiF68eEG3b9+m3t5eYrPZ1NPTQ319fcx9REVFSUxMjDIzM0lZWZmamprI2NiYuru7mft1d3fTokWLqK2tjblvd3c3ox3AYrFoeHiYGhsbR9Xxay9JSUnat28fdXV1kZWVFZWXl5OEhAR1dXUxr+7ubvLw8KDS0lLq6upiyuzt7aX+/n4aHBxkyhweHma4+QcGBmhwcJBpP1VV1b+tz9deioqKpKCgQPb29pScnEy+vr60du1ays7Opq6uLpKUlKTu7m568+bNKF9QUVGh3t5eUlVVZXyhq6uL7OzsqLGxkWnPvLw88vb2puPHj9Pbt2+JxWKRrKwssdlsxq9H2r+7u5v09PSoubmZFi1aRN3d3RQREUHR0dHM9Y6ODtLX16fu7m6Ki4ujGzdujOo/bW1t6u7upufPn9OlS5dGXZs+fTrz98WLF+nRo0dkbW1N7e3tJCkpSZWVleTq6krR0dEUHh5Otra21NTURJKSklRbW0v29vYUHR1NIiIiTPuxWCymDf/d18SJE4mIaGhoiPr6+pjfw4jvjlz7oy90dXUx/Prv3r0jHx8fxpcmTJhAvb29pKamRikpKbR7927y9vYmSUlJplw5OTni4eEhBQUFEhISInFxcVJQUKCWlhYi+k334PdlmpqaUldXF7W2tpK5uTn19vZSeHg4PXz4kGxtbamiooKmTZtGFRUVxMvLy5TDz89PMjIy1N/fP8p3f28Lm82mWbNmUXd3N71+/ZrOnTtH3d3d5ODgMMo/v/Zqb28f1X79/f3k5eVFJSUl1N3dTQ0NDSQjI0MCAgIkIiJC4uLilJ+fPyrGJScnk7+/Px08eHBUjDM2Nqb379/TkSNH6MSJE1/EuNzcXNqzZw+dP3+eiXGNjY2kpaVFRUVFtGXLFrp69So9fvyYVq5cSbW1tTR9+nQqKyujtWvXUlhYGMXExJCLiwtVVlbS9OnTqaqqipydnSk2NpZCQkJow4YNVFJSQjNnzqS6ujqys7Oj58+fU0BAAO3YsYMKCgpIW1ubGhsbydLSkpKSksjf35/2799P2dnZpK+vT01NTWRiYkLv3r2jY8eO0fHjxyktLY0WLFjA2JKTk0P79u2js2fPUmJiIhkbG4/pAIzhv46xCcAY/jEYmQA8fPiQtmzZQleuXKFnz56Rra0tNTY2koaGBlVUVNDatWvp9u3bFBsbS6tWraKamhpSV1dnBuP379+n27dv09q1a6m8vJw0NDSosbGRbG1t6fnz53TlyhXasmULFRcX07Rp06ilpYV5UJ05c4b27t1LHz9+JG1tbWprayMjIyN6//49HT16lI4cOUIfPnwgAwMDamtrIx0dHcrNzaX9+/eTv78/paSkkJmZGbW0tNC0adOoqKiItm3bRoGBgfTixQtatmwZY0t5eTl5eHjQzZs3KTY2lhwdHamuro6xxcnJie7du0dhYWHk7u5OlZWVpK6uTg0NDbR8+XKKjY2ln3/+mdzc3BjxIk1NTWZgMTw8PKp9+/v7vxAeSk9Pp0mTJlFrayuJiorSsmXL6OXLlxQaGkqenp4kJSVFfX191NraSnZ2dswg+ffo7e0lTk5OEhISosOHD9OWLVtITEyM6urqSEFBgTg5OcnV1ZXu3btHUlJSlJGRQUNDQ8RisUhHR4fKy8tp7969NDQ0xNRzZDDzx/oCIFFRUQJAmpqalJqaShISEiQoKEjv37+nuXPnUltbG0lJSZGUlBSJiIhQREQEeXp6UmVlJWloaFBLSwvZ29tTamoqhYaG0sDAAGPTyCDxa+Dl5f2iLkJCQsTJyUkASElJiTIzM2nz5s109OhRevXqFSOSJisrS0VFRSQiIkJ+fn60fft24uXlpe7ubpKSkqLGxkZycXGh0NBQevDgAdna2lJrayvJysoybR8XF0ciIiKUmppKJiYm1N7eTlpaWlRYWEg7d+6kgYEB8vT0pOrqamKxWKSpqUmlpaW0ZcsWunHjBr169YocHR2poaGB+vv7adq0aZSfn0/Hjh2jw4cPU1ZWFiN6NiJY5e3tTRcuXGAGZ+3t7aSpqUmVlZW0efNmCg4OpoSEBFq2bBm1traSmpoa1dfXk4CAAPn5+dGBAwcoJyeHdHR0qK2tjfT19SkzM5MOHz5MJ06coPT0dDIyMqK2tjaSlJSkBQsW0NOnT+nq1auM0JuGhgYjRufi4kKBgYH0+PFjMjExIVFRUeLg4CARERHi5uYmAQGBUf0jICDwt3GnqqqK9u3bR0S/icnV1NTQzJkzmbjQ399PISEhJCoqSp8+faKZM2dSe3s7iYqKkp2dHUVFRVFkZCQtW7aMREREiJeXl+rq6r7qu729vaPKDg0NpZcvX9LQ0BBpaWlRb28v1dXVkaurKw0ODtLBgwcpKyuL5s6dS4KCglRXV0cODg4UFhZGACg5OZk0NTX/1G+XLVtGLBaLWCwWWVhYUEpKCgUEBNCuXbsoJyeHJkyYQD09PTR16lR68+bNF/UdmZSPICAggFJSUsjU1JSZmOXn55O7uztdunSJnj9/TkuXLqWmpiYmxnl6elJISAjFxcV9EeOcnZ0pJiaGwsPDv4hxdnZ2jC9s2rSJSkpKSPP/x96bx2PVtm3DmzHjZQwlU0XRIKWUIkQ0IZoJSYMGDQrNmiSSSlFJKimlgRSVFA2SlKEyZibzGE7Tee7fH33Wl6uu63ru5/3u5/3u97P9fn51Ws5jHfux9nWstR/Hvm+bhgYjvPfy5Us6ffo0s7CipaVFTU1NZGBgQKmpqXTs2DE6cOAApaenk66uLjU1NZGOjg5lZmbS3r17ycfHh96+fUvGxsbU2NhImpqalJubS9u2baNz587RixcvyNzcnOrq6khdXZ2KiorI2dmZrl69So8ePaJly5YxtlRUVJCdnR3jCw4ODv1sWbp0KcXGxjKLRHFxcQMBwAD+7RgIAAbwH4O+AGD+/Pn0+PFjCggIoL1791JaWhrNmTOHSkpKaMmSJZSUlEQ+Pj506NAhSk5OJktLSyopKSFLS0t6+/YtHT58mHx8fBhlyZKSEpozZw6lpaXRnj17KCAggB4/fky2trZUVFREJiYmlJmZSdu3b6dLly5RVFQUrV69mgoKCsjIyIhycnJo06ZNdOPGDbp58yajLGlkZEQFBQXk5OREd+/epZCQENq+fTtlZWWRsbExFRUVkZ2dHcXFxTEqmX3quSUlJbR06VJ68eIFnThxgg4dOkRv374lCwsLxpY3b970s2Xx4sVUUlJC8+bNo/fv35OioiLJycmRmJgYqampUUlJCbFYLNLS0qIdO3YwK5xNTU3EZrP7BQDS0tIkJSVFw4cPJz4+PtLR0aHs7GyysLAgFotFfn5+9OLFC+rt7SUOh0Pm5uZE9OMF+c8qqSwWi9TV1en+/fv91EdVVFSopKSErK2tGcXPjo4OWr58OTU0NJCJiQnV19dTd3c3RUdHU2xsLBEROTo6Umdn518GAHl5ecTPz0/q6upkYWFBNTU1dPjwYRIWFmZeJHt7e6mmpoYiIyPp6tWr1NXVRStXrqSSkhKysLDo138vLy+qqakhDofzt8rFvwsAHj9+TCoqKjRu3Dji5eWlESNGkISEBMnIyJCysjJlZWWRuLg4jRs3jrS0tOjx48ckJydHSUlJZGRkRPn5+WRsbMwoXPepQq9du5by8/PJyMiI8vLyyNnZmW7fvs2oQvcFOe3t7bRq1Sp68OABxcTE0Jo1a6i8vJzmzZtHxcXFZGNjQy0tLRQbG0vR0dHU3d1NioqKxGKxaPHixdTc3ExJSUkUERFBzs7O1NLSwlyX0tJS8vT0ZNReq6uryczMjOrq6qiqqoo8PDyovb2dNm7cSKWlpTR//nyqqamh6upqJpjp2wHoU1JuamqixYsXU3R0NEVGRtLy5cupvr6epKSkqLW1lYSEhGjfvn10+vRpEhMTo9GjR1NRURHx8vKSmpoaiYmJMQrXqqqq9PXrV5KQkKD09HQyNzcnPz+//3IAUFdXR0Q/VH1bW1uZ3SwiYlavq6qqyNHRkZ4+fUr3798nJyenfvPC8OHDafPmzeTt7U0iIiKUlZVFQkJCxMvLS6qqqgSAhgwZwgStfQFA3zmJiHx9fSktLY3YbDbjC3v37qUbN25QbGwsWVlZ0ZcvX0hHR4cUFRUpISGBJCUlSVpamgCQuro6dXV1/WJfn5JyXV0dsdlsyszMJFdXV2pra6OTJ0+SkJAQjR07loqLi4mfn5+GDx/+lwFAd3c3swOyfft2+vTpE/X29pKmpiYJCgqSkpIS7du3j2xtbam0tJTZudHS0qIPHz7Q8ePHyd3dnfLz82n48OHEYrFITU2NsrOzad++fXTo0CHKzMykcePGEYvFIkVFRSoqKqKtW7eSv78/paSk0NSpU6m9vZ3k5OSosrKSnJyc6NKlS5SYmEimpqbU2tpKUlJSVFdXR8uXL/9FFVpKSoqam5vJ0tKS4uLiKDw8nOzs7KimpoakpaXp+/fvZGRkRK9evaLAwEDasGEDlZWV0ZAhQ5jFij618x07dlBBQQGzSzd69Gj68uULHThwgA4ePEifPn1iFmMUFRXp69ev5OrqSidOnKB3797RuHHjBgKAAfzbMVADMID/OFhaWiI1NRW8vLwYM2YMbt26hb179+Lo0aPYsGEDEhISICkpCWVlZTx8+BDbt2/H0aNHsX37dsTExDBFkQkJCXB2dsbRo0exd+9e3Lp1C2PHjgUvLy9SU1Ph4OAAHx8fHDp0CFevXsX06dPR0dGB3NxcLFq0CP7+/vDy8kJQUBBmz56Nb9++obKyEmZmZggMDISXlxdOnToFa2trfP36Fe3t7Zg+fTpCQ0Nx+PBh+Pj4YOXKlUhLSwM3NzfGjx+PiIgI7Nu3D15eXli/fj0SExMhJiYGZWVlxMTEYMeOHYwtsbGxUFRUhJSUFJ49e4aNGzfi6NGj2LVrF27fvo3169dj2bJl2L59O4KCguDt7Y3s7GzcunULixYtYsS3goOD0dXV1W+M582bBzMzM+zatQuDBw/GyZMnceDAAQA/8vhlZWWRn5+PV69egcPhwMvLC8APisWfc/z7UFFRgTNnzkBdXR0qKipITk7G3LlzoaGhARcXFzx+/BhDhw7tl8f8+PFjeHl5obm5GdnZ2QzlY0hICFN8/GfMmzcPmpqa4OXlxfHjx5Gamoq5c+di4sSJMDMzw7t372BlZYXk5GTY29szCp9xcXG4dOkSfH19cfToUYbasr6+Hps3b4aMjAy4uLgQGxuLrq6uf1TqVFVVhaqqKszMzFBcXIzAwEBISkri7NmzcHd3h4WFBbZt24bQ0FB0dnbiwoULUFBQYGg5q6qqMGnSJIwfPx4PHjyAra0tHBwcUF1djQ8fPsDV1RVz5szBo0ePMH/+fLi4uCArKwulpaVYtWoVampqsHDhQhQXF8PHxwefP3+Grq4udHV1kZeXh6ioKBw/fhyOjo44deoUtLW1kZSUhPLycixatAi5ubkICgqCs7Mzxo8fj/LycsydOxeCgoJMLUFvby+mTp2Ke/fuYfr06cjJyUFMTAw0NTUhLi6OCRMm4MqVKxgyZAjy8/Nx//59HDhwADk5OVBWVgaLxUJDQwM0NDSQlZUFKysrZGVlQU1NDc3NzWhra2OYtvqObdq0CYMGDcIff/yBxYsX48iRI9DS0oKjoyOOHj0KXV1d8PHxITExEQcOHICOjg6+f/+Ow4cP48GDB4ywFgAsWrTob1V9Dx48COCHeu2DBw+QlpbGaBJoamoiJiYGOTk5UFRUhKamJt68eQN3d3eYmJjg0aNHmD17Nk6dOoV3795h5MiRmDdvHsaPHw8LCwtISkpi3759AMBocPyM79+/4/79+2hoaMC6desQHx+P7u5ueHl5ITg4GE5OThg5ciTq6+sxevRoTJ48GYmJiUythZmZGcPkc/z4cfDy/ir5c+/ePWZsenp6cPXqVUybNg2hoaFYvXo19PX1cerUKairq2P9+vXYuXMn811TU9N+QmaNjY14/PgxUlJSsHnzZjg4OKCnpwfnz5/Hxo0bsXHjRty/fx8vX7782/vm/68YKHAewP8ODOgADOA/Bn06ADt37oSamhq6u7vBZrMhKiqK+vp6yMrKora2FuLi4ujs7AQRQUhICI2NjZCVlUVNTQ0kJSXR0dEBLi4uCAgIoLm5LQEOQgABAABJREFUGTIyMqipqYG0tDS+f/8OHh4e8PPzo7W1lRFKGjx4MFpbW8HHxwdeXl5G6r2mpoaRnRcQEAA3Nzc6OjogISGB2tpayMrKoqGhAcLCwoyir5iYGGprayEnJ4e6ujqIioqip6fnt7aIiYkxir5/tqVPNfh3tkhKSjKsHFJSUmhtbcWmTZtw6tQpKCgowMDAAPfv34e4uDgzviwWC+7u7rCyskJubi7YbDbGjx8PZWVlcHFxQU5ODmJiYpgwYQI6OzsxatQohIWFgcPhYPPmzTh//ny/62VhYYGEhATMnj0bM2bMwPnz5/H8+XM0NDSgvb0dJ06cwLlz5yAhIQELCwsUFhYyWgb6+vr9WIjKysrw6NEjhv0JAFpbW3Hw4EGYmpqiuroatbW1uHfvHvT19eHs7IzGxkZUV1dj//794OXlxefPn5GdnY3t27fj2rVrsLKyQl5eHqZOnYr4+Hjo6upCSEgIFy5cwIoVK5CRkQEJCQlISUkhPz8f3759A/CDB/3OnTvYtm0b05dFixZBSkoKe/fuRWFhIb59+4Y5c+agra2tX3+zsrKwZcsWBAQEQFdXF7Kyssx1Gjx4MGpqajB37lwEBwfD1dUVsbGxWLVqFaZNm4YnT54gMjISRAQbGxvcvXsX9vb2uHbtGhYuXIiCggKG9ScuLg7Lly9HaGgo1q5di/LycrS1tUFdXR0RERGwtrYGANy5cweGhoaorq5GW1sbxo0bBzExMZw9exaOjo54+fIlVFVVwcXFhezsbMyaNQshISFwcnLCkydP+vlCeHg4lixZgkuXLsHGxgYZGRmQkpKCuLg4kpOTYWFhAW5ubty6dQvGxsb49u0bOjs7oa6ujsjISEbF19LSkrElMzMTzc3NcHFxwenTpxm/trCwgJ+fH0RFRSErK4uhQ4fi27dvyMnJYbjgORwO5OXlcfz4ceTl5WH69OlYvXo1Hjx4gPHjx2PatGnYtGkT6urqfuHN/xnDhg37pXA2KCgITk5OiIyMhJGREaqrq9HR0QENDQ3GlpMnT2LcuHEYNWoU4uPj0dnZicOHD6OyshIyMjKwt7dHSkoKxMXFoaCggNjYWBw+fLjfi3VLSwvmz5/PFC+fPXsWq1atQnJyMkxMTJCSkgI1NTXcv38f/Pz86O7uxowZM+Dg4ABLS0sAgK+vLyoqKnDv3r2/tFFISAjGxsZITU3F0KFDISQkhLS0NBQUFICLiwuysrJ48+YNcnNzweFwMHPmTEhKSkJOTq7fy+v06dOhpKTE+MLp06chLS2NmpoaiIqKMnPc1q1bUVVVxdDZ/nfnuPb29v9X5mtJSUnU1NT0m685HA66u7uZ+VpWVhb19fUQFRVFb28vent7ISoqirq6OsjJyf3tfP3zcwnAP9qSn58PX1/fAR2AAfxbMRAADOA/Bn0BwKZNm6CtrY329nZ0dnZCXl4e2dnZmDRpEjIyMjBixAg0NjaCzWYzK9VaWlpIT0+HmpoaampqwMPDA0lJSRQWFmLChAn48OEDNDQ0UFlZCQEBAQgLC6O8vJwR5Bk3bhxKS0shIiICfn5+1NTUQF1dHR8/foSmpiYKCwshKSkJ4AdPtqqqKjIyMjBx4kTk5ORARkYGbDYbLS0tUFFRQVZWFiZNmoTPnz9j2LBhv7UlMzMTysrKaGlpQW9vL6MDMHHiRKSnp0NVVRX19fXg4uJibDl27Bjc3Nygrq4OaWlpiImJIScnB2VlZXBzcwM/Pz8znn0vcn0QEBDA9evXUVhYCAkJCXBxcaGhoQGbN2+Gr68vNDU10d7eDhsbG7x79w4KCgq4f/8+tm/fzvCCA4C9vT3KysowfPhw3Lx5E9u2bcOECRNQXFzMKHcuXboUFy5cgIuLC86dO4cVK1YgNzcXPDw8GDFiBG7fvo2NGzf2Y885efJkvxVcUVFRhISEMLSbgoKCqKqqYlaU169fj+3bt2PXrl3g4+NDWloaLC0t4efnh71796K+vh6fP3+GgYEBAODcuXNYt27db1dL9fX18erVKwCAkpIS7O3t8fXrVzQ1NcHIyAhtbW04duwYtm/fDgkJCZSXl2PWrFno6upCRkYG+Pj4sGPHDtjY2GDLli2orKyEuLg4enp68OnTJ7i7u2POnDkICwtDXV0dhIWFcffuXezYsQNeXl4wMzPDtGnTUFVVBV5eXmZXZuvWrejq6kJUVBSWL1+O5ORkDB8+/LcUjj/D29sb7u7u/1tWHtva2vDs2TNYWloiMTER48ePh6SkJI4cOYK9e/eirq4OOTk54OHhQUlJCRYtWoQTJ07Azc0NmZmZDLUoLy8v7t27Bzc3Nzx58gRVVVXQ1NTEu3fvUFRUhC1btiAyMhKjR49m5oXPnz9jxIgRzD1qa2sLNzc3CAkJ4dWrVxAWFsatW7f69dfIyAgJCQn/aNfz588xYcIESEpK4ujRo9i2bRuzI/Lq1Ss0Njb+Mi/Iysqiu7sbbW1tUFZWhoODA7i5uXH06FG4uLjg7Nmzv2W0qqqqQklJCbq6ujBmzBiEhYVhzJgxMDU1RV5eHq5du4Z58+YhJiYG2tra+PjxI6MjEBcXB1lZWVy/fp1pT0pKCvX19aioqGBEBa9evYrc3FwcOHAAkydPxo0bN3D//n2w2WwICAigu7sbR44c6Udxe/XqVdjZ2TGfe3t7cffuXfzxxx8YO3Ysbt++jWHDhmHdunXYtGkThg0bhpSUlP/fC4EtXboUrq6uA0JgA/gfxUAK0AD+4zBlyhQUFRWBm5sbioqKSE5OhqWlJW7dugVTU1N8+vSJWRn88OED5s2bh1u3bmHevHlIS0uDjIwMREVF8enTJ8yePRu3bt2CpaUlo6zLzc2NoqIiGBgY4M6dO7C2tmZUgru7u1FVVYVp06YhKioKixYtwuPHj6GpqYmmpiY0NTVh0qRJiI2NxaJFixAVFYVp06ahtraWWe1MSEiAtbU17ty5A319fRQXF4OLiwvKysp48+YNFi5ciFu3bsHExAS5ubkQEhKCrKws0tLSsGDBAty6dQtz587Fx48fIS0tjT/++INR3+3jI3/79i2am5uRnp6Or1+/wtDQ8Lcvtj+jp6eHUf89deoUZGRk8OHDB3R3d2PZsmWIjo5mXpbV1NQgISGB+fPn9wsqAOD169dwcXFBamoqEhMTceHCBejp6SEnJwfCwsI4ffo0WltbYWVlBR4eHujq6sLX1xdjxoyBuro6xMXFmdXiP+PixYsYPXo00tLS0NXVhcTERKipqcHf3x8qKip48eIFZs2ahTNnzjDfGTZsGIYMGYKZM2di06ZNWLRoEQBAREQEY8eORXR0NIqLizF//vy/TQnh4uJCWloaGhoaEBsbi4kTJ0JDQ4NJp0lPT2cUlWfNmgUAuH//PubMmYMVK1bAxcUFrq6uePfuHaMp8fz5c0ZACfihsZCamgoigp2dHXh5eWFvbw8NDQ2cPHkSxcXFDE++lZUVuLi4wMfHh5kzZwIARo8e3W+XhMViYf/+/QCAJ0+eID8/HwCwZMmS3778e3p6Mrzyra2t8PX1/eVv2Gw2nJ2dmc8xMTEoKioC8IOq8eeg8s9wcHDAoEGDmJSXsWPHMjs9y5cvB/AjsOvzBWtra7i5uWHhwoXo7e1FTEwMZGVlkZSUBD4+Ptjb22P16tWYNWsWo+z8M86ePQsTExPcu3cPVlZWEBAQwOnTp6GtrY1Hjx4hOTkZx48fR3R0NNLT0zF79myYmpri+fPnEBcXx7t37/7Slp/x+vVrJnADgGXLloGfnx+SkpKIiYnBsmXLsHLlyl/mhTNnzkBQUBA5OTkIDAzE69ev0dXVxfTXxsbmt+cTFxfHqFGjMHbsWIiKisLKygqzZs3qFywkJSVh9OjRePLkCZYsWYL29naUlJRg3bp1f6laLCkpCTU1NYZadtWqVVi9ejUePnwIALh8+TJGjhyJxsZGzJkz5x/nlN7eXsamvLw8FBcXY9q0aRAWFsbixYuRnp6OJUuWoK6uDhkZGdiyZQu2bt2K58+fw9XVFWvXrkVubi5KS0uxcuVK7N69G8+fP8emTZuwa9cuvHr1CiwWCwsWLMDRo0fx5MkTrFu3DidOnMCjR48gJCSEGTNm4PTp04iKisLq1asRHByM69evQ0FBAerq6rh06RKuX7+O1atXIyIiAhcuXICmpiYGDx6MO3fuIDAwEE5OTnj48CH8/PxgZGQELi4uxMfH4+jRo3B2dsbTp09x8OBBWFlZoa6uDu/evYOrqytcXFzw/Plz7Ny5E2vWrEFBQQGKi4vh4OAAd3d3PH/+HJs3b4abmxtSUlLQ0tICCwuLX3ZTBzCAfwv+N9UeDGAA/zL6ioBnz55NCQkJFBAQQB4eHpSVlUV6enpUVVVF8+fPpzdv3tDx48fpwIED9P79ezI2NqaqqioyNjamtLQ08vT0pOPHj9ObN2/I3NycqqqqSE9Pj7Kyssjd3Z0CAgIoISGBFi9eTJWVlaSjo0M5OTnk4uJCISEhFBMTQytXrqSysjLS1tamwsJCWrt2LUVERNDt27fJycmJioqKSFtbm0pLS8nOzo6io6MpNDSUNm/eTHl5eaSjo0OVlZW0dOlSio+Pp7Nnz5KbmxtlZWXR9OnTqaqqiiwsLOjVq1fk6+tLBw4coLS0NDIyMqKqqioyMTGh1NRUOnjwIHl7e1NycjLNmzePqqqqSElJiUxMTKirq4tOnz7NFOsS/SjIXb58ORERXbp0qV9Bn4iICH39+pXWr19PgYGBJCUlRe/evSNTU1Pq7u5mGDtev35NMTExzHWRkJAgADR16lS6e/cuASAZGRni5+cnJSUlkpCQoOrqalq1ahVdv36drl27Rj09PWRqakosFotMTU2pra2NaW/r1q3U1NT0y/X38/MjWVlZ4uPjIyUlJZKSkqKcnBzatm0beXt7k4yMDGVmZvbzhfb2dnr8+DElJSXRxo0bqbi4mDgcDrW0tJCzszMzJj09PX/re3p6egSAlJSUSFNTk2JjY0lcXJxEREQoJSWFFBQUaNy4cdTQ0ECCgoJ05MgROnLkCKWkpJCZmRnDUGVnZ0cPHjygkJAQcnFxodzcXNLR0SE2m01fvnyh/fv3U2dnJ3V3d5O9vT21t7fT1KlTic1m0+vXr8nX15e6urrI2dmZWltbSUdHh1paWmjjxo2UlJRET58+pe3bt/ejk+wbWxaL9QtrCxFRVlYWXblyhYiI2traiM1mM9/9uaB706ZNDO1jX4Hq79r9+VhERASlpaX9cuzLly906dIlIiJau3Ytff/+nbFl06ZNlJiYSPHx8bR161b6+vUr9fb2kr6+PrW1tVFKSgpdunSJtm7dSjU1NQylaZ8vXLx4kWJjY8nGxobKy8tpypQpVFBQQMOHDydvb29ycXGhnJwcUlVVJXV1dSosLCRTU1O6evUqSUpKkqCgICkoKBA3NzcpKSmRkZHRL2PG4XBIV1eX+dxHgblmzRrGlubmZlqzZg2xWCw6e/Ys5efnk7q6OrFYLFJSUmLutT7qR01NTVJSUurHIHXjxo1fzt3Q0ECurq5ERHTixAkqLCykOXPmMIXDubm5tHv3bvLy8qL09HTS1NQkVVVVhiJURkbml2JeKSmpfr7Q0dFBtra29P37d6qrqyNLS0vKysoiV1dXOnz4MAkKCpKioiJxcXH1a+fq1atMP3V1dYnNZtPnz59px44dxGKxmILwviJgXl5e2rRpE125coWioqLI3t6eSkpKSFtbm4qKimj16tUUGRlJN27coPXr19PXr19JW1ubysrKyMbGhmJjYyk4OJi2bt1KOTk5zLy6aNEievHiBZ0+fZo8PDwoIyOD9PX1qaqqiubNm0fJycnk7e1NBw8epNTUVDI1NaWqqioyMjKitLQ02r9/P/n6+tKrV6/IwsKCqqqqaPr06ZSVlUU7d+6kc+fOUXx8PC1ZsoR5RuTl5dHmzZvpypUr9ODBA7Kzs2OeEUVFReTk5EQRERF08+ZNWrt2LRUWFjK2rFy5kmJiYigkJIS2bNlCDx48GCgCHsC/HX8fvg9gAP8fxNatWxEVFYWxY8di1qxZ8PT0ZAoRnz17hoMHD8LIyAgiIiI4deoUwsLCMGPGDLx+/Rqurq7Matjly5cREBCAmTNn4s2bN1i3bh1u3ryJCxcuQFBQEGFhYZg4cSJev36N5cuXY//+/UhJSUF+fj48PDxgYWGB58+fY/78+Th9+jRiY2NBRNiwYQNsbW0RHx8PIyMjhIWF4caNG5CUlMTy5cuxadMmPH78GNOnT0dUVBQCAwMxatQomJqaYv/+/YiKisL06dPx9OlTHD16FHp6elBTU8PJkycRHh6OGTNm4NWrV3Bzc4O1tTU6Oztx6dIlJCYmQktLC7m5uXBwcMD79+8hISGB+/fvY/To0Zg6dSry8/Nx+fJl9PT0APghksTHx4fS0lIMGzYMa9aswcmTJ/Hw4UNs2rQJYmJiePToEdTV1ZnV78mTJ4OIsGrVKhw5cgTAD0Gv9+/fw97eHmfOnEF2djZ27tyJGTNmoKysDAsXLsShQ4fw7t07NDU1MTn96urqyMnJATc3N+7evYve3l4cO3YMPDw8TB/7wMXFhfr6ehQVFWHixIno7OxkUnwyMzOxfPlyiImJoa6uDuLi4mhsbERxcTE+f/6Mbdu2Yfr06eDh4YG8vDxKSkpw8uRJxMTEoLW1FUuWLPnlfH3oS0Oqr6+HsrIyKioqsGLFCuzatQu1tbUwMDDAt2/fMHLkSJibmyMpKQmzZs3C9evXceHCBVy6dAnS0tKYPn06bt68ibCwMMjIyMDW1hZbt27Fs2fPoKmpiaysLJiZmSE8PBwFBQXw9PSEkJAQEhISYGZmhidPnmDatGkgIpw8eRI8PDxITEwEDw8PTpw4wexe6Ovrg5ubm7GHn58fPT09jB09PT0gIqiqquLr168YNWoU1NTU0NPTA35+frDZbLDZbAAAHx8fIiMjwcfHB19fX+a6CAgI9PMh4Ef+95MnT/ods7S0BBcXF/O579jIkSMxYsQI9PT04PTp0/1s8fX1BS8vL7i5uWFoaAhjY2M8efIEz58/R2VlJWJiYhiRKQsLCxQUFEBTUxNPnjxBb28vo1rMYrEgLi6OoqIiiIuLQ09PD8rKylBXV4enpyeSk5Ohrq6OyZMno7OzE1paWti2bRsMDQ3h5uaGqqoqpKWlMQWtPDw8ICJwOBwAQEJCAmPXzZs3IScnhzNnzjC2DBo0CEFBQYzA2LFjx5CUlITx48cjIyMD69atw6pVq7Bs2TJwcXEhPT0dM2bMgJKSEuLj4zFhwgQ0Njb+4peioqI4evQowsPDGWGumJgY5h49evQoVqxYgfb2dgQFBeHx48cYPXo05s+fj8zMTAQFBUFJSQlubm7IycmBrq4uBAUF0dPTw/gCNzc3QkNDMXXqVLx+/RpVVVXg5uaGmJgY2Gw23r17B1VVVSgoKKChoQELFy7EihUr0NTUxPQ3ISEBbW1t2Lt3L3bu3IkbN27gzJkzWLx4MVpaWjB27FiUlpZi//794ObmBh8fHzo6OiAiIoKamhoICwujo6MDvLy8ICKwWCwICQmhtrYWoqKiaGtrAz8/P7i4uNDV1QVBQUHU1NRARESEUWbvy+MXEhJCdXU1hIWFUV9fDwEBAXA4HPT29kJQUBC1tbUQERFBXV0dBAUF0dvbCw6Hg0GDBqG+vh7CwsKorq6GkJAQQ5jAz8+PlpYW5pigoCBYLBZjS3t7O4SFhX9rS0dHB4SEhJj+tre3Y9CgQeDm5mZsGcAA/u343xd7DGAA/xr6dgDMzMzo2bNnzA5ARkYGGRgYUGVlJbNqfvz4cfL09GRWsL99+0ampqbMqvnx48fp1atXZGlpSZWVlWRgYEAZGRnMDsCzZ89o6dKlVF5eTrq6upSdnU1btmyhkJAQZnWnpKSEdHR0qKCggNavX083b96kiIgIWrNmDRUWFpKOjg6VlJSQvb09RUVFUWhoKLP6qKurS+Xl5bRs2TJ6+vQpswOQmZlJ+vr6VFlZSZaWlvTy5Uvy9fUlT09PSk1NJRMTE/r27RuZmZlRUlIS7d27lw4fPkyZmZnU2trKrG7/DjIyMsTNzU2KiooEgPbv30+7d++m9PR0hjOdiCg/P5+8vb1/yx2en5//y+phH8Wojo4ORUZG/kKR19jYSPX19eTh4cFoEPwZX758+aXd4cOHEw8PDykoKJCoqCiz6pudnU26urrU3NxMFRUVtGbNGrp79y7FxsYyK/l9K9V96OjoYI4JCQn1O4+0tHS/3/WdU0REhCQlJen+/fu0dOlS4uXlpY6ODtLU1KS2tja6cuUKPXv2jObMmUMtLS3U3NxMDQ0NtGzZMurs7KTOzk76/v07zZs3j7q7uxnaxb5V9ba2NmZn5l+Bh4fHb+lP/9Wf39E6/u5HXFycoalUVlb+ZdW370dJSYnRPPhf/dm3b9+/PC59gnFERO3t7dTT00PNzc00ffp05lh8fDxFRkbS6tWrqbCwkBHAS01NpQMHDpCPjw8JCQlRTU0NSUhIkL6+PmVmZpKcnBx5eXnRypUrSVFR8R/tFBYW/m0fW1paGE2JwsJCcnV1ZXZQVqxYQd++fWN2BpuamigoKIhERERIQUGBeHh4fnvNcnNz+52jT+Cro6ODuru7qbW1laZOncqsmsfFxdHFixfJxsaGFBUViZeXl8rKyn5pt7Cw8Jf+JyQkUEREBPX09JClpSV9+/aN2VmVlZUlKSkpEhYWZtowMDD4pY3W1lZis9nU3NxMvb29lJSURCdOnKANGzbQ69evmTluzpw5lJKSQocPHyZvb296/fo1mZubU2VlJRkaGlJ6ejrt3r2bTp8+Tc+fP6fFixdTRUUFTZ8+nbKzs2nbtm0UHBxMsbGxtHLlSiotLaWpU6dSfn4+OTs7U3h4eD9f0NHRoaKiInJ0dKT79+/T1atXadOmTZSXl8eM34oVK+jp06cUGBhIO3fupE+fPpGenh5VVlaStbU1Y8u+ffvow4cPZGxs3M8WLy8vOnbsGCUnJ9P8+fPp27dvZGhoSB8/fqS9e/fSyZMn6cWLFzR79uyBHYAB/NsxUAMwgP84LF++HK9evQIvLy8mTZqE0NBQ+Pn5wd3dHe7u7nj06BFkZGSgqqqKyMhIHDp0CG5ubjh06BBu3bqFkSNHQkZGBo8ePYKbmxvc3d3h5+eH0NBQaGtrg5eXF69evcLGjRuxZ88enDt3DufOncOsWbPQ1taGrKwsODg44ODBgzh//jx8fHxgYWGBiooKlJWVwdraGseOHcP58+dx8OBB2NnZITs7G62trTA2NkZAQADOnTuHPXv2wNnZGcnJyeDm5saUKVMQEhICf39/uLu7Y+fOnXjy5AkkJCSgqqqKW7du4ejRo3Bzc8PBgwexe/dulJeXQ0hICGJiYjhw4AC6u7uxZcsWhq7wzxAVFcWFCxcgJyeH27dvQ0pKClevXoWPjw+zuissLAwDAwPcvn2bYa0oKCj4y+tx/fp1qKmpQUhICC4uLgAAGRkZFBcXw8TEBJs3b0ZbWxv27duH8PBw3Lt377/U7u3btyEtLY1Tp05h3rx56OjogKGhIXM9XFxcUFRUhCFDhsDIyAhPnjxh8uO3bduGnp4ehrknOjoaNTU1vz2Ps7Mzpk+fDhMTE/Dw8EBcXBwBAQEwMzPD4cOH4ezsjBMnTkBaWhq5ubkYPHgwY+fPGDFiBPj4+KCkpIRbt24hKyuLKbzk4uLCrl27UF9fzzDOhIaG4vv3739p//8qzM3NAfzIF580aRKAH/UzoqKi4OLiws2bNyEqKoopU6ZgxIgRkJeXh4GBAfj5+cHDwwNTU1MAgLW1NRYuXAjgR5GnoKAg5syZAwBQUFDA8OHDAQCXLl2CsLAw5s2bBzExMWhra0NVVRVDhgwBAMyfP//fZivwgzGnrw4gIiICDQ0NcHNzQ1JSElJTU3HhwgWmfujgwYMwMzNDV1cXhg4dilu3bmHUqFGQkpLC1q1b8fXrV8ybNw8+Pj6ws7PD2bNnERoaipycHISFhUFcXBzz58+HiIgIQ087YcIESEhI9OtTZ2cn6uvrmc/79+9Hb28vioqKICQkBAkJCVy8eBGPHz9GaGgoxo0bBw8PD2zcuBFOTk7gcDiYM2cOAgICYGtri9u3b//jONTU1ODMmTMICgpCZWUlPD09ERQUhP3792PNmjV4//49Pn/+jIKCAly/fh2ioqLYsGHD37bZdy9pa2ujrKwMVVVVOHnyJNzc3ODp6YmNGzfi1KlT8Pb2ZhiTuLm5Garhn+Hj44Pu7m5s3rwZ7969w9OnTyEuLo6YmBjs2rWLmeMOHDiAu3fvQklJCXJycnj48CF27doFd3d3+Pr64urVq5gwYQIEBASQmJgIFxcX7Nq1i5lfZ86cic7OTqSlpcHR0REHDhxAUFAQTpw4AXNzc1RXV6OoqAjLli1j5uu+3ZPc3Fw0NjbC1NQUp06dYu7jdevW4e3btyAiTJ06FRcvXsTp06fh4eGBbdu2IT4+HuLi4tDQ0EB4eDhDynDgwAHcu3cP8vLyGDp0KKKjo7F37164ubnB19cXYWFhTD3H8+fPYWtr+4/XeQAD+F/FQAAwgP84fPz4EcrKyuBwOCgvL4eOjg5iYmJgbW2NhIQEaGhooK2tDfX19ZgwYQKePHkCa2trPHnyBBMnTkR9fT3a2tqgoaHBFOTGxMRAR0cH5eXl4HA4UFZWxuvXr2FhYYGoqCjo6ekhPz8f/Pz8kJOTQ2pqKubNm4eoqCjMnj0bnz59gpiYGMTFxZGZmQlTU1NERUVh3rx5eP/+PWRkZMDPz4+8vDzo6+sjKioKFhYWePPmDZSUlEBEKC0txdSpUxlbnj9/DjU1NbBYLNTX12PixImIi4tjbHF2dkZTUxMKCgogISHBFNUuWLAAL168AACUlpaiubmZGbuuri5ER0dDVVUVW7ZswZUrVzB06FA8evSI2S4PDw+HtLQ0lJWVmRfUv6NJvHXrFgQFBTF//nyMHj0aRAQlJSWmoDk0NBRxcXFobm7G2LFjIScnxxSa/l27N2/eRFtbGx49eoQvX76Aj48PBQUF0NPTY8YvLy8Pc+fORVhYGBYsWABxcXEkJiYiJCQE3d3dSE1NBfCjKFNeXv6353n//j0KCwthaWkJAQEB2NnZwdnZGVxcXEhNTYWamhru3LmDdevWYfbs2QgLC/vLPvPz82PMmDFoaWmBgoICTExM8PTpUxARlixZAjk5OZiZmaGyshKbNm2CuLg4iAjPnz//yzb/VdjY2EBSUhLLli0D8CMY6yveNjY2hrS0NLZt2wYdHR1ISkrCxMQEU6ZMwdixYzF37lwICwuDj48PlpaWUFFRQXV1NRobG6GkpMTQkPYVUo8dOxaTJ0/GihUrsGzZMrS1tWHJkiWQlpaGkZERpk6ditGjRwP4UXgsKCjYr4D4/w30jZ2goCD09fVRXl4OCwsLyMrKYvny5eBwOEhPT4eTkxNu3boFSUlJ/PHHH0wqnoeHByZOnIiamhp0dHRg1KhRWLJkCS5evIhZs2Zh8uTJCAwMhI6ODmbNmoU3b96gs7MTy5cvZ8YPAAwMDH5hX2ptbUVeXh4AICMjA8ePHwcPDw+ioqIgKioKOTk5GBkZISoqCo2NjeDh4cH58+exZ88eXLx4kSkId3Z2hpGREaZMmcK0PXXqVGhpaTGfORwOXr58CXl5eVhZWUFERISZF6KiorBgwQK8ffsW8vLyyMjIgLGxMVOg2+crf4Xu7m68ffsWVVVVsLCwQH19Pa5fvw5ra2tERkaioqIC1dXVSEhIQFxcHJydncHLy9uPPrW8vByNjY2YP38+eHh4sGjRImRmZsLKygoNDQ1YsWIF5s6dy8xxT58+ZcgVWltboaGhgWfPnsHa2hoPHz7ElClTUFFRgZ6eHgwfPhxJSUmwsrLCgwcPoKenh69fv4KXlxfy8vJISUnBggULEBUVBWNjY4YoQlJSEh8/fmTm6zlz5iAtLQ2DBw+GkJAQcnNzYWhoiKioKJibmyM5ORmKiorg4uJCSUkJdHV18eDBA1hZWSExMRGqqqpgsViorq5myCD6bBk/fjxaWlrQ0tKCMWPG4OnTp7C2tsajR4+gra2NqqoqdHV1YcSIEXj//v3/2k0xgAH8FzAQAAzgPw68vLxMjnLfqvWgQYPAYrGYfGcuLi4m95ifnx+dnZ1/eYzFYmHQoEH98qTZbDb4+PjQ1dXFUN715VhzOBzw8vIyx7q6upj8YCL65RgvLy+TN8zDw4Pu7m7mGB8fH2MLLy9vP1sGDRqE3t7efv0dNGgQOjs70draivv378PJyQk9PT0MHSbw4yW/TyiLzWYz5wZ+5NHz8/Pj1atXiIyMhIuLC4KDg7F9+3bw8PBAWFgYa9euRUJCAoYOHYrBgwcDADw8PH65Dh4eHgxnuK+vL86ePYsJEyaAi4sL79+/h62tLTZs2IDTp0/D1taWCZKUlZUZytTftdsHERERXLx4EYMGDWJyZ/88foMGDYKqqip4eXmhqqrKcG339vYy7E4AkJycjIaGhn7tq6urw9nZmVnx3rhxIzo6OjBo0CBwcXFhxowZ6OrqwuTJk3Hq1Cns3LkTLBYLYWFhmD59Otra2pCdnY2lS5ciKCgIly5dQnt7O/PQ7wuodu7ciTNnzjC7HhwOB1FRUaiqqmL60nfsvwNpaWlGpA0Akxdta2uLoKAgRn/C1tYWiYmJKC4uhoCAAERERBjxuL6/cXNzg5eXF7i5udHZ2Qlubm4MGjQIfHx8zP97enqwc+dOHDx4kOFD5+PjAxcXF4KDg2Fvbw8Oh4Oenh6EhYVhwoQJUFFRYWz8WcRtw4YNTIDAx8eHgICAf9n+vnaJCD09PeBwOIzPs1gsnDlzBvb29ggJCYGBgQFmzJiB4OBgrFmzBk5OTv3oQvtE9bZv347Tp08jODgYo0aNwvjx40FEeP36NbOrZGNjAyJicsJPnTrVT8gO+BF8TZ8+HcCPl2giwunTp7F9+3bU1NQgJycHPT09mD59ej/2JgDIzc1FV1cX9PT0wMXFxdg5ZMgQeHh4gI+PD3x8fP2+093djcbGRtTV1cHQ0BBExNwvnZ2dzFy0bNkyJCYmMj7IYrH+cnzZbDYiIiKgr6+P5uZmNDY2IjMzEzt37oSTkxMOHToEHh4e8PDwMJSggwYNAg8PD4KDg/u10+cXwI8dAjs7OyQlJeGPP/7AiBEjcO3aNbS1taGzs5PxNW5u7l/m675aEh4eHnBxcaG3t7ffXN7d3d2vZoOXlxednZ3MXP67+XrQoEH95msOhwMeHh7me33H+mzk5uZGd3d3v2dP33z95+dSny19czmbzf7lWN+zp+9+GsAA/t0Y0AEYwH8M+nQAQkJCUFFRARkZGUhISOD9+/dYvHgxLl68CHt7e8THx0NFRQWDBg3Cp0+fYG5ujpCQEEYEaMyYMejp6WFSVK5evYq1a9ciMjISkydPRlNTE2pra6Gnp4cbN25gzZo1uHHjBgwMDFBeXo729nZMmjQJd+7cgZOTE65evQozMzPk5eWBiKChoYFHjx7BwcEBly9fhpWVFT5+/AhBQUEoKSnh+fPnsLGxQXBwMJYvX443b95AWloa0tLSSElJwZIlSxAcHAw7Ozs8e/YMSkpKEBAQwKdPn2BhYYFLly5hy5YtEBMTQ1ZWFjo7O6GjowM5OTnmIZSUlITLly/3Gz8XFxeYmZnhypUrCA4OhpeXF1RUVFBfXw9vb29s2rQJ48aNA/AjnQL4oRXws7JvXV0dpKSkICoqioKCAhw8eBAWFhaoq6vDy5cvkZycjA0bNqCzsxNSUlIoLi4Gh8PByJEjGTEgbm5unD9/HpmZmUy71dXVGDZsGHh4eDBt2jTo6OiAw+EgKCiIoTZUUFBAe3s7Bg8ejKKiIqipqaGkpITRfeDj42MKkNlsNh49esSkwbx9+xYjRoyAjIwM7t+/j4cPH2Lp0qUYPnw4jIyMGApKNpsNExMTPH/+HHl5eaivr8fKlStRW1uLY8eOYePGjRAREcGQIUPAYrHQ09MDCQkJlJaWQk1NDb29vaiqqoKiomK/sc/OzoaysjLWrFkD4MculoyMDIYNG/ZbX+fi4sJfTc1z585FQEAAvLy8YGlpicePHyMmJoZ5KXr79i127NiBFStWoKysDEpKSnB1dYW4uDjk5OSgqqoKDocDMzMzfPz4EU5OTli4cCFERUXh4+ODpKQkqKioIC8vD4sWLcLp06dx4sQJGBkZYeLEiZgxYwaePHmCqKgoaGpqoqOjA7dv34aLiwuioqJgb2+PAwcO4NChQ4iMjMTgwYPh5+eHiooKDBs2DGFhYThz5gy0tLSQmJiIQ4cOwd7eHtHR0fD29kZtbS3WrVuHJ0+e/OOc8HfjBPzw3+LiYowYMQLV1dXMdSktLcXQoUNRUFAANTU1VFZWQkJCAhwOB9+/f4evry/s7e0xevRomJub48CBA8jOzsaCBQuYQLKjowNbtmzB2bNncenSJbS0tMDc3Bzbt29HdHR0Pyran3H79m0sWbIE8vLy2LZtG/j4+CAoKAhhYWHk5ORATU0NpaWlkJGRQVhYGCQlJaGurs6Iszk7OyM0NBRaWlo4dOgQ2tvb+6X8KSgoYOvWrf12I3JycqCqqoqysjIMHjwY165dY3yBiBAQEABzc3OcP38e3t7eOHr0KFpaWiAlJQU2m42HDx9i69atcHFxARHhjz/+gKCgIDIzM3H+/Hk4OztDRkYG169fh6CgIPT09DBjxgxGjfhnnDlzBlJSUtiwYQNOnTqFmpoavHz5ElJSUhg9ejRaWlpw5swZODo6Yv/+/Zg+fTr4+PhgYWEBW1tbpKamYtSoUUhMTMSZM2egpKSEadOmYevWrUhISMCIESPw4cMHHDhwAFOnTsXIkSNx7NgxREZGQkVFBbm5uXBxccHChQshICCAq1ev4tKlSxg5ciQKCwvh4OCAdevWobGxEU+ePGEoiouLi2FhYYGDBw/i06dP+Pz5Mzw8PKCjo4PCwkLo6+sjKCgIz58/R11dHdatWwcTExPk5ORAS0sLd+/exe3bt8HNzQ0rKyssXboUHz58wKhRo/DixQsEBgZiyJAh0NPTg5OTE3OOAR2AAfzb8D9WbTCAAfwvoq8IeO7cufT06VMKCAigPXv20MePH8nU1JTKyspo0aJFlJSURD4+PnTw4EFKSUkhc3NzKisrI3Nzc0pJSaFDhw6Rj48PJSUl0eLFi6msrIxMTU3p48ePtHv3bgoICKCnT5/SihUrqKSkhAwNDenTp0+0bds2unTpEkVFRdGqVauosLCQ9PX1KTc3lzZs2EA3btygmzdvkrOzM+Xl5ZG+vj4VFhYyRWUhISG0detW+vz5MxkaGlJJSQnZ2trS48eP6ezZs+Th4UHp6elkYmJCZWVltHjxYkpMTKQTJ07QwYMHSUhIiJqbm0lKSopaW1tp27ZtxGKxiMVi/TJWxcXFTCHe3bt3acKECTR27FgqKSmh5cuX07Nnz+jmzZvk6+tL5eXl1NjYSERETU1N5ObmxrSzePHifoWBhoaGdP/+fQoNDSVra2uqqakhGRkZam9vp5UrV1JcXBzdvXuXiIicnJyoo6Pjt9fS3Ny8X7tmZmZ08+ZNCg8Pp40bN9K4ceOIxWKRoqIilZeX04kTJ+jGjRv0+fNnsre3JxaLRWZmZv3a9PHxIUFBwd8WZQYFBZGJiQkBoNLSUlJTUyMjIyO6ePEiycnJ0bhx45hzysvLExFRUlISBQUF0eHDh6mmpoYaGhqos7OT7Ozs6MuXLxQeHk5+fn5UVlZGRPRbusif0dLS8i8Xw379+pUkJCQoIyODLC0t6cSJEzR06FASEhKi0aNHEzc3N5mbm9Pbt2/p8OHDdPz4cUpKSqJFixYxfp2cnExbtmyh06dPk6KiIo0bN446OjpIVlaWKisrafXq1RQaGkoJCQlkZmZGra2tJCUlRfX19bR8+XJKTEykiIgIWr9+PbW0tJCUlBS1tLSQhYUFPX78mK5fv0729vZUXV1NMjIy1NbWRoaGhvTq1Ss6d+4cbdy4kVJSUsjIyIgkJSWpurqa7O3t6fr16xQcHEyrV68mXl5emjJlCmVnZ5OwsDAdOXKEtm7dSo8fPyZVVVUqKSkhADR9+nS6cuXKf3n8vn///o/zSmtrK23ZsoWIiEJDQykvL4+amprI0NCQ2Gw2paenk4eHB509e5YyMjJo9erVpKmpSR0dHTRlyhRKTU0lKSkpioqKIkdHR+Ll5SUNDY1/7NucOXN+6YuJiQl1dHSQo6MjZWRk0NmzZ2n37t1UWVlJjY2N1NnZSfz8/OTi4kJ+fn6ML/S1qaSk9FsSADabTfPnz2c+nz59mlJSUsjR0ZHxhW/fvpGoqCiNGzeOoqOjGerbkpISUlVV7Ufv2gcOh0ONjY1UWlpK/v7+5Ovry/hYaWnpbwvGS0tLiYgYqlqiH1Synp6ezDFBQUGysLCghIQE2rdvHx06dIgyMzP7zQtFRUW0detW8vf3p5SUFJo6dSq1t7eTnJwcVVZWkpOTE126dIkSExPJ1NSU8eu6ujpavnw53b59mx48eEDW1tbU1NREUlJS1NzcTJaWlhQXF0fh4eFkZ2dHNTU1JC0tTd+/fycjIyN69erVL0QHHR0dpK2tTe/fv6fjx4/Tjh07qKCggJSVlYnFYtHo0aPpy5cvdODAATp48CB9+vSJNDQ0GFv6CsJPnDhB7969o3Hjxg0UAQ/g346BAGAA/zHoCwBiY2PJxcWFLly4QPHx8WRlZUW1tbWkpqZGpaWltHr1agoPD6fo6GiysbGhb9++kaqqKn379o1WrFhBUVFRFB4eTqtXr2ZeBmtra8nKyoqePXtGFy5cIBcXFyooKKCxY8dSQ0MDmZmZ0Zs3b8jPz4/c3d3py5cvpKWlRU1NTaSnp0dpaWl06NAhOnjwIH38+JF0dXWpqamJJk2aRJ8/f6Y9e/bQiRMnKDk5mUxMTKixsZHGjh1L+fn5tHXrVgoKCqKEhASytLSkuro6hllnzZo1dO3aNYqOjiYLCwsSERGhtrY24nA4lJ6eTseOHaOTJ09SdnY2ERGNHj2aiH4EAFxcXMTNzU2ioqLEw8ND9fX1JC0tTTo6OvT27Vvy9/en7u5uWrJkCX3//p1Gjx5NHA6nH6d7XwDAz89P3759I15eXtqzZw/5+voSHx8fEwBwOBzKz8+nbdu2UU9PD7HZbOrq6iIOh0Pq6uq/XMu+AKCpqYkA0KJFi+j+/fskJCREHz58oNGjR1NXVxfV1tbSkiVL6OnTpxQSEkJsNpvhg+9jE0pLS6NLly5RT08PGRoa9nvZWLp0KQUHB5OAgAAJCAgQ8EOjoLKykgQEBGj37t3EYrGos7OTeTGWl5ensrIy2r59O/X09ND69eupvLycxo0bRz09PdTV1UU9PT3U29tLXV1dxGazGXv7EBcXR3Fxcf1s/l0A0PeCLyMjQ7m5ueTo6Eh+fn4UGxtLenp6JCIiQnx8fDR9+nRKSUkhISEhioiIIAsLC6qsrCQJCQn69u0biYmJkYCAAN24cYNWr15N3NzcJCsrS7W1tSQmJsYEAImJicRisUhDQ4MaGhpozpw59Pr1azp58iS5ublRdnY249f6+vr0/v17Onz4MHl6elJ6ejrj19ra2pSVlcX4wtu3b8nY2JgaGxtp3LhxjC8EBgbS8+fPac6cOdTU1ES8vLxkbGxMb968IW9vb9q7dy99+vSJlJSUqKmpiURERIiHh4cEBAQoIiKCVq5cSfz8/CQlJUXV1dXEzc1NAgICFBAQQHZ2dpSfn08yMjJUV1dHABif/6cAYNWqVQxTVG9vL3V3dxObzaaenh5au3Yt1dXVEYvFovb2drK0tKSuri7q7u6mLVu2UFFREcnJyTEvfT09PXThwgUSEBCgT58+kaKiIjU2NpKamhqlpKSQu7s7w9zEy8v7lwEAm82mzs5O0tDQoM7OTmKz2cy8YG1tTa2trcy8YG9vTzdu3KDIyEiaP38+48/8/Pxka2v7W5tZLBaVlZXR7t27qbu7mzZv3kwFBQXEZrOZAMDe3p4CAwPp6dOnZGpqSry8vCQiIkJcXFzk6Oj4S5sqKirU2tpKy5cvp+7ubvL19aWXL1/SlClTqK2tjRQUFCgnJ4dWr15Nfn5+xMPDwwTMfcjMzKQzZ84wTEgtLS0kKSlJlZWVtHLlSoqMjKSIiAhycHCgyspKUlZWpoaGBrK0tKT4+Hi6dOkSbdiwgYqLi2nEiBHU3NxMJiYm9Pr1a/L39ydXV1fKy8sjDQ0NamlpIV1dXfrw4QN5eXnR/v37KTMzk7S1tamlpYUmTJjAzNfHjx+nd+/ekb6+PrW0tNDo0aOpoKCAtmzZQufOnaOkpCQyMzOjpqYmGj58OJWWltKaNWvo6tWrFBcXR4sWLaK6ujpSVlamqqoqsrW1pTt37tDt27fJzs6Ovn37xthibW1Njx8/ptDQUHJ2dqanT58OBAAD+LdjoAZgAP9x8Pf3x8KFC9Hd3Y34+HgcOnQICxYswOvXr7Fu3TqsXr0aFRUV+PDhA7Zv344VK1bgzZs3WLFiBXbs2IH09HRUVFRg9erVWL9+PV6/fo0FCxbg0KFDePLkCbq7u7Fw4UJ4eHggPj4es2fPxpkzZxAREQFxcXHo6+vDy8sLMTExMDQ0xLVr13D+/HmoqakxW/V9KUN9aQ06OjqQkpLCjRs3GEah+Ph47N69GwsWLACbzUZcXByOHj2K+fPnMyxE9vb2qKmpQUJCAnx8fCAjI4OJEyeivLwcFy5cgKurKzZu3Ah1dXUA6JeDvGbNGhw4cAC3b9+GlpYWtLS08PnzZ5SWliIkJAQKCgpISEjAjRs3wMXFhZycHEZZtru7m8nVHTJkCHp6eqCtrY1Zs2ZBR0cHgwcPZphhgB85xHv27MG8efMQGRmJAwcOoKGhAR0dHcjOzv7tdRwyZAikpKQwZMgQPHjwAJ8/f8bevXv75XFPnjwZN27cQG9vL8TFxdHd3Y0XL17AyMgI3d3dAIBJkyZh9erV4OXlZZRJubi4ICcnh1u3bmHbtm2M6q6Kigr4+PgwY8YMJCcnIygoCEOGDMHHjx8xbNgwtLW1YdiwYZCSkoKFhQUuX74MSUlJtLe3IyMjA9OmTUNLSwu2b9+O3t5e+Pr6oqKiArNmzWJyeAHAzMwMZmZm/+jLM2bMQHNzM3h5eTF69GjcvHkThw4dwty5c5Gfnw8Wi4WKigoUFhbCz88PQUFBWL16NXbt2oXly5ejubkZK1asQEJCAjw8PJCZmcmkcmVlZcHc3JwpCAd+8PDPnj0b79+/x5gxY3Dp0iWEhoZCQkICpqamcHV1RVJSElRVVXH37l2cPHkS6urq0NLSYnx+5MiRSEhIwL59+6CnpwdZWVmcP38eYWFhGD16NN6+fYt169Zh4cKFICLcu3cPHz9+RGdnJ8TFxREWFgZjY2N4e3tj9OjROH78OCoqKjB27FjIyMggJSUFu3btwsePHxEXF8fkwk+cOBE8PDwQEhLC5s2b8ejRI4wZMwa1tbXQ1NQEANja2uL48eP/OO6XL1+GmJgYent7YWZmhvLycpw4cQJsNhvnzp2DkJAQdHV1ISAggKNHj2Lv3r24ePEiLCwsmCJQLi4uVFRUYN26dRAQEICgoCAmTZqEnp4eSEtL4/v375g6dSrOnTuHs2fPAgDy8vIYteA/q04vXboURIS0tDTY2Nigu7sb4uLiYLPZuHXrFsaMGYOMjAzMnTsXa9euRUVFBT59+oSnT59CXl4eXFxcyM/PZwrsfwaHw8Hs2bOhoKCAo0ePIigoCCtWrMC+fftQW1uLoUOHMn4oKCiIZcuW4fnz5ygqKkJ3dzdkZWX71QmwWCxwOByIi4tDWFgYISEhePfuHaSlpXH79m2Eh4dDSUkJKSkpUFdXx40bN3Do0CHcvXsXQ4cOBQCGD3/8+PFQUlJCXFwcrl27xjBx6enpwcXFBWvXrmVqf/j5+fH9+3fw8fGBxWIx93vfsba2NvDx8eH79+/Msb6c+j7dgL7v99Uk8PPzo7W1td+x3t5eEBHT1s//9tUA8PDwoKOjo1/bvb294OHhYWoO+tr8uS7h59qBvjb76jO4uLjQ3d09UAMwgP8RDAQAA/iPw6pVq/Ds2TPw8vJCR0cH586dQ0hICDZs2IAjR47g3r17kJWVhbq6Oq5du4ZTp07B2dkZp06dwpUrVzB69GjIysri3r17OHz4MDZs2ICQkBCcO3cOurq64OXlxbNnz7Bz505s2bIFYWFhOH78OObMmYO2tjZ8+PAB69evx86dO3Hz5k0cOHAAy5cvR2lpKYqKimBra4t9+/YhIiICO3fuxNq1a5GZmYnm5mbMmzcP3t7euHHjBrZs2QJXV1dGAGnGjBkICAhASEgINm7cCA8PDxw7dgySkpLIyclBdXU1pk6diujoaBw6dAhBQUFIT0/H+/fvUVdXh5KSEuansrISr169wpUrV3Dy5Enk5OQgNzcXmzdvRlRUFGRkZGBiYoKSkhLU1tZiw4YNYLPZzPf9/Pxw6tQpyMvLIzY2Fn/88Qfi4uLA4XCQmZmJxsZGNDU1gZ+fH0ZGRhASEsK5c+eQk5OD+fPnY/Xq1ejq6oKSkhKKior69a3vBSU3NxcSEhL48uULLC0tYWJiAnl5eURGRkJJSQlcXFyYOXMmamtrUV5eDisrK5w7dw7Nzc1ISUnB6tWr+7VbUlKCpqYm6OvrQ1hYGA8fPoSmpiZ2796NLVu2YOPGjRg5ciSePXuGkSNH4sqVKwgMDMSDBw8QFBSEq1evwsXFBS9evICnpyckJSWhoqKCo0eP4sKFC+ju7sb79+8xePBgrFy5Eh4eHrCxsQGHw0FoaCjKy8t/6c/PP6WlpZg0aRLk5ORgYmICKSkppKenQ0pKCvHx8ZgyZQocHBzg7e0NDQ0N3L9/H9bW1li3bh0ePnyI5uZmNDQ0YM+ePTA1NcWDBw8gKSmJmJgYhIWFQU1NDR8/fsQff/wBXV1dODg4IDg4GO7u7hg1ahSGDx+Ouro6jB49Gtzc3NDT00N5eTnU1dWhpKQESUlJjB8/Hjw8PEy9i4aGBoYOHQpZWVmMGTMGZWVlMDQ0BA8PDxQVFdHa2golJSVoaGhAQEAARkZGKC0txcSJEyEpKYnhw4dj1KhRuH//PlxcXGBoaAgBAQF4enoiOjoaV69exfHjx6GoqIivX79ixIgRCA8Px8iRI5Geno6IiAh4enpCT08PT548wZo1a3Dx4kUoKiri0aNHmDRpEgwNDfHs2TPo6OggLi4O586dg7q6OkRFRQH8yPf/q2tSUVGB4OBgcHNzY8mSJdixYwc+f/4MNzc3pKSkoKurC6GhobCzs4Oamho+ffqExsZGGBkZoaamBl++fIGMjAx6enpw8eJFrF27lmHl+vz5MyQkJLBv3z7s378fEhISWLlyJTo7O6Gnp4eGhoZ+ffH19QU/Pz8EBQVx/vx5XLx4EcuWLUNBQQHq6+thYGAAbm5uyMvLIyoqCoMHD2YK2U1MTDBt2jSoqalBQUHhFzvLyspw7do15jM3NzfExcVx8+ZNuLq6Ijk5GVu2bGF8oc+WkSNHYvbs2bh37x4aGxuZ78+fPx/v37/Hhw8fwGKxcPToUcyYMQPi4uKYN28evLy8MHHiRDg4OGDKlClYtWoVvL29sXv3bqSmpqKkpAS5ubmYMGEC6uvrYW5ujvr6elRXV2Pz5s3Izs5mfOHs2bPo6OhAY2MjCgoKYGBggNLSUqb2h8PhQEZGBuXl5dDX10dpaSnGjh2LhoYG8PDwQEJCAt++fYOuri5KSkowceJE1NbWQkBAgBHqmjJlCkpKSjB16lRUV1dDVFQU/Pz8DJNcaWkpZsyYgW/fvjEEBg0NDRg1ahRKS0sZ9ikZGRl0dXWhubkZysrKKC0tZforLy+P9vZ2dHR0YOjQof2OKSsrMyJqgwcPRnV19f+25+sA/v+DgSLgAfzHoK8IeP369ZgxYwZaWlrQ0dGBkSNH4u3btzAxMUFiYiLGjh2L2tpa9Pb2QlFRER8+fMCsWbOQkJCASZMmoby8HDw8PJCRkcHnz59hYGCA+Ph4TJs2DQUFBRAWFoaYmBjy8/MxY8YMxMfHY8aMGcjOzoakpCQGDRqEkpIS6OjoICEhAYaGhkhPT2eK7qqqqjBx4kS8ePECs2bNQmpqKhQVFRmGjjFjxuDVq1cwMTHB69evoaamhpaWFrS3t0NVVRWOjo64efMmbt68icTERLi6usLGxgb379/H0KFDkZSUBG9v735jY2Njgxs3bjCfTUxMsHv3bqY4LSwsDPr6+tDX10dgYCCsrKxQWVmJadOmMd/pW5UCfnCas9lsODg4oKGhASdOnMC2bdtga2sLfn5+dHR0MEXNAgIC/foSGBjIFO4CP9hdVqxYgaSkJCgqKmLatGkQEhLClClTmPH7+PEjVq5ciZKSEqYoc+LEiWCz2cjNzWWKk39GnzJoH+bNm4e0tDQEBgbixYsXiI6Oho+PD2pra8Fms6GgoABzc3MMHToU3759w4MHD1BWVgZbW1s8e/YM5ubmyMrKgq6u7j/64vv37/tRMv4ORkZGKCgogLGxMcLDw7Ft2zZMnjwZJSUl0NbWxtu3b6GhoYGkpCTcuHEDqampOHbsGMaPHw8NDQ0cPHgQDx48wLt37xhu8I8fPzIvNEOHDsXz58+xePFiKCkp4fPnz1BVVYWEhATy8/OhqakJLy8v7NixA1VVVYy69fr165GdnY1JkyYhMDAQjo6O+P79O7q6uiAnJ4dPnz5h4sSJ8Pf3h5ubG+rq6sDFxQVpaWl4e3tj2rRpmDlzJurq6hAWFgYbGxs0NzdDSUkJHz58QHx8PNzd3VFZWQkhISEICQkhPDwcTk5O+PjxI7S0tFBaWgpxcXHw8fHh27dvuH79OubOncsEuBUVFbC1tcWWLVsQEBCA7OxsPHz4EDo6OigqKoKgoCAkJCSwd+9efP78GfLy8rh69SpycnIgJiYGISEhFBcXY+rUqbC0tGRWtEeMGNFvR+R3SE9Px4QJE/7RB9zd3bFs2TJIS0ujrKwM379/R3t7O8zNzbF3717MnDkTHz9+ZHQQLl68iC1btiA9PR2zZs3CtWvXcPPmzX5t9jHc/IzCwkIMHToUgoKCSE5Ohq6uLiorK1FYWIiuri60tLRg8ODBmDZtGsaOHYuYmBgsWrQIvLy8GDFiBBISEvpRAQNAcHAwnJycmM9sNhtZWVkYMWIEvn//jszMTHR2diI1NRXGxsa4ceMGnj17BlVVVcbnHj9+jIaGhl9Wq2/duoW5c+fi8+fPmDx5Mh49eoS8vDyIiopCREQER44cQX5+PjMvAMCVK1f6tfHq1SsICAhAUVERN27cAA8PD/z8/GBkZIRly5Zh7dq1/0cXAd+9exc+Pj4DRcAD+LdiYAdgAP9xkJCQYPjpBQUFUVdXB3l5eZSUlEBGRgatra3g5eXFoEGD0NjYiCFDhqC0tBRDhgxhJOJ5eXnR2toKWVlZlJSUQF5eHnV1dcwL5ffv3yEtLY3S0lIMGzaMkWxns9lgsViQlJRERUUF5OXl8e3bN4iJiaG7u5vZtv/27Rvk5eVRUVEBCQkJTJgwgREC4+XlxbBhw1BaWsqkCgCAkJAQ6urq4OvrCysrK8jLy0NYWBg8PDy4efMmrK2t0dXV9QvDzM/g5uaGn58f8vLy8OXLF3R1deHFixcYPHgwSktLwcXFBQUFBfDz8+OPP/742zGWkJBAdXU1ZGVlERgYCAEBAezdu5dhLGlsbERwcDCzJf79+3e8efPml7Z4eHgwadIk7Nq1CzIyMmhoaICEhES/8RMXF0drayv++OMP8PPzo6qqiqHpq6+vR0VFBfLz839pW0FBAZs2bQLwgw7z8OHDcHR0hIqKCpydnRlRuFGjRiEiIoLZfeBwOGhsbGSo+IYMGQJubm6UlJT0Y0/q23n5r6CP9UVDQwP29vaQkZGBoKAgw240dOhQNDY2QkBAAP7+/igqKsK6detw5MgRtLW1ISoqCuPHjweHw8GnT5+wbNkyhISEoKioCLKysmhsbGTOJS8vj8rKShw9epQJysTExNDW1oarV68iPT0dAKCoqAg2m42Wlha0tbXB0dERCQkJyM7OZnyhu7sbDx48wNOnT8Fms1FRUYFLly5h8+bNSEhIAIvFAovFQnx8PLZs2cKsJvPx8THj1+cLeXl58PT0BJvNxrNnzxAVFYWuri4MGzaMSTMLDg5GY2MjWCwWOjs70dDQwDDynD9/HrKyshgxYgSSkpKwceNGhIeHIz8/H/Ly8mhoaICgoCC4uLjQ1taG7u5unD59GgcPHsT69eshLCwMIsK5c+fQ2tqK8vJycHFxQUtLC3v27MHgwYOxatUqhnr0r5h6/gmXL1/GkSNHkJaWhuLiYsjIyGDMmDG4cuUKWCwWFBUVGb/umxfWrl2LLVu2MBoNcnJy0NfXh4WFBVxcXJjUmD+jubmZucfy8/Nx69Yt5v4VFxdHY2MjrKys+tH9SkhIYO3atTAwMGBSYf4ORISamhrGF8aPH4/g4GAICQkxq9fCwsKQkZEBAMjKyv42TSUrKwuGhoZ4/PgxcnJy0NXVhVOnTmH69OngcDh49+4dli1bBhEREfDw8PylNkdxcTEyMzOZoCQ5ORlCQkKQl5fHggUL/pb56f8E9AWNAxjAvxMDAcAA/uOgpKSEhoYGcHNzQ0JCAiUlJZgwYQIyMzMxZswYVFVVYdCgQRAVFUVFRQXGjRuH9PR0jBs3DhUVFRAREcGgQYNQVVUFdXV1ZGZmYsKECSgpKYGEhAS4ubnR0NAAVVVVZGVlQUtLCwUFBZCVlQWbzUZraytUVFTw+fNnaGtrIycnB8OGDWNelBQUFJCTkwNtbW18/vwZKioqDEc/AGYVNCsrC6qqqmhqagIXFxckJSVRVFSEd+/e4eHDh7hx4wacnJzw/ft3WFhY4OTJk5g9ezamTp3KtPX582dkZGQwn4kI6enp+OOPPyAhIQFeXl7U1tZCTU0NmZmZ4OLigoaGBoSFhSElJfXL2CoqKuLMmTOQl5eHvLw88vLymPHT1tYGAPzxxx94/Pgxhg0bBiMjIyaXmY+P77e0lo8ePcK+fftQU1MDBQUF5OfnQ1lZGV++fGHGT0FBARUVFZCVlcXZs2dhaGiInTt3gs1mIyMjA6Kior+orAJAW1sb8vLysHbtWjQ3N+Px48fo7u6GtrZ2P5rRP/en78VZVFQUDQ0NUFJSwoEDB7B48WJMnDiR+VspKSkmZ/uf0EeX2ifO1pdWM2nSJPDw8EBTUxOxsbHw9/fH3LlzUVxczKyy379/H56enr/4Qp9fq6urIycnB6ampvjy5Qu6u7vx5csXcHNz486dOxg0aBDz+7lz58LOzg47d+7EhAkT0N3djaKiItTU1DACeH2+ICIigtjYWCxatAitra3o7OzE+/fvoa2tDR4eHigrK0NRUREKCgpQVlbG3r17sWzZMmhqaoKfnx/m5uYoLi6GvLw8Zs2aBTs7O7i5uaG7uxvNzc1YtGgRXrx4AX5+fnBzcyMjIwOzZs2CvLw8iouLkZaWBnV1dcycORMrV67EuXPnoKqqiq9fv6K8vBzKysowMjJiVuVLSkogLi7O+HVISAh8fHzg5OQEERERDB48GBwOB0OGDMGYMWPw6dMncHNzY8yYMXjw4AFu376Nr1+/MiviP1Pc/ldw8+ZNNDc3Q0tLC+7u7rCzs4OCggLevn2LvLw8+Pn5Yf/+/dDU1Ow3L3R2diIlJQW3bt2Cl5cXbt68CX9/f1RWVqKoqAh5eXm/zd0HgKKiIvT09MDd3R22trYYO3YsBAUFkZaWhpycHNja2v5yL7969QrXrl1jdDr+Tmiu7z5LT09HW1sb2Gw2kz41efJkpKenQ0tLC1JSUlBUVISHhwfS0tL6BaR9kJGRgZCQEMaMGQM7Ozvs3r0b7u7uePnyJbi5uTF9+nR0d3ejt7cXjx49gpeXV7/vBwQEoKOjAxkZGVi0aBGCg4Ohp6cHPj4+ODs7IywsDE+ePAEXF9e/dN3+0/BnCucBDODfgYEAYAD/cYiLi8PEiRPR29uL3NxcmJubw9/fH1u3bsXly5ehr6+PpqYmlJWVYfbs2Th//jy2b9+O8+fPw9TUFBUVFUyu+JUrV7B161b4+/vD3Nwcubm56O3txcSJE3Hr1i1s3rwZPj4+WL58Od6/fw9BQUGMHDkSMTExWL9+Pby8vLBq1SokJiZCTk4OQ4YMQUJCAhwdHeHl5YX169fj0aNH6O3thaSkJG7duoV58+bBx8cHmzdvRmRkJDQ1NcHhcJCdnY2FCxciOjoaHh4eqK6uZl6KKysr8enTJ/T09ODgwYPMWIwYMQJqamoAfqSliImJwcPDA0OGDMHQoUPBw8OD0tJSjBs3Drt27cLSpUsxePBgBAYG/qJaCgC1tbUIDAxEfHw8EhISsG7dOly4cAHnz5/H1atXsXPnTty4cQMODg6QkZGBv78/szopICAAJSWlX9rctWsXWlpacPLkSSgoKGDkyJEYPXo0oqOjoa2tjdjYWMyZMwfNzc0oLCyEi4sLBAUF4ebmBn5+ftjZ2UFMTIwRJfsZTU1NiI+Px8OHD/H69Wts3rwZf/zxB3bu3Ilbt2798vdGRkbQ1NTErVu30NDQgLKyMrx48QJsNhtubm6wsrLChAkTUF1dDX9/f8jIyDAvQ3+FPtG027dv48OHD9DU1IS1tTUiIiKQk5PDCDkFBARg06ZN0NfXR0dHB9zc3BAXF4eLFy9i2rRpUFRU/MUX/P39sWvXLhgYGEBFRQXx8fFYu3Ytnjx5grVr12LhwoVQUVHB4cOHsWTJEsTHx4PD4cDZ2RlbtmyBmpoaPDw8YGJiAi0tLVy4cAFSUlKML8yaNQtDhgzBy5cvsW7dOoiLi2Pr1q04cuQIIyh29epVhISEgJ+fH+7u7uDi4sLx48fR0NCAhw8fQltbG2fOnMGQIUOwePFibN++HaKiohg7dizevXuHOXPm4M6dO+jt7cXu3bsxZMgQnDlzBtra2jAwMICnpydGjhwJa2trvHr1Cs3NzWhuboaTkxN8fX2hoKCAiIgIaGlp4cOHDxgyZAj4+flRWloKd3d3vH//HsuXL0dERAT27dsHNpsNZWVl+Pv7Y8OGDejp6cGOHTsAAD4+Pli0aBE0NDSQnp7O+IiBgQFTqPt36FNK1tLSwqZNm+Di4oKuri40NDQgOTkZwsLCjF/HxcVBVVUVra2t+P79O8zNzREcHAwWi4WQkBAkJCRAT08PpqamePLkCeLi4sDPz//LOWfPng1RUVFs27YNHA4H/v7+qKqqQktLCxYvXoxDhw4hKiqKUfwNCAjAmTNnsHDhQrx+/Rq1tbV/K7jn6uoKPj4+ODk5QU5ODgICAigsLATwo0j98uXLuHPnDo4ePYpbt27h5s2b+PLlCz5+/PjL7oKcnBxOnz7N+MKuXbswZswYVFRUMDtO7969Q2dnJ3bt2vVLX2xsbDBo0CBs3boV69evx+bNm3Hv3j2oqakhKCgIMTEx8PLy+j9+B2AAA/gfwf8W7qEBDOC/gT4a0EePHtGWLVvowoUL9PTpU1q0aBHV1NSQhoYGQ53ZRwO6cuVKqqysJHV1daqsrCRbW1uGBnTNmjVUXFxMGhoaVFNTQ4sWLaL4+Hi6cOECbdmyhfLz80lTU5Pq6upo3rx59OrVK/Lz8yMPDw/69OkTTZkyhRoaGsjAwIBSU1Pp8OHDdOjQIUpLSyN9fX1qaGigKVOmMHSJJ06coNevX5OZmRnV19eTpqYm5eXlkZiYGAUEBNDmzZtJQkKC6urqqL29nTo6Oig5OZl8fX2pp6eHOjs7icPhUGtrK8nIyPT76eNZ5+LiokmTJlF2dja5u7tTd3c3dXZ2krm5OaMZ0EdZefPmTZKRkSFZWVmSkZGh4cOHU0dHB71584Z2795NO3bsoJycHOro6GB+/kx3yWKxSFVVtV9fhISEKDY2lqZPn041NTUkJSVFHR0d9OLFC/Lx8SE3NzfKz88nFotF6urqxGKxiMPhUE9PD/X09BDRD35xFRWVX+zs6+vQoUOpra2NpkyZQu3t7XTy5EmKioqixYsXU01NDXV0dFB7ezu9e/eOvL29qaenh1gsFnV0dBCHw+k3Dt3d3dTb28vY09bWRhISEsTPz//L+fv64OzsTAEBAXTnzh1asmQJ8fLyUkNDA0lLSxMfHx8dPnyY2tvbydramqFfraqqouXLl1NnZyedOHGCUlNTmfNpamoSi8Winp4e5pqx2Wzq6Oigzs5OmjNnDvX29tL169fpxYsXjC/0jV1nZycREWNLnzZE39/0oY+2tM9Wov+HBvNn/PlYV1cXM0Z9x3/2hb7+/nyun9vt6yfR/0N32Yefben7Xl+7fefp+7ezs7PfGHV0dNC4ceOovb2dKisradWqVRQcHExPnz6ljo4OmjBhArW1tVFhYSHZ2NhQREQEiYqK0sePH2n69OnU0NBAysrKlJ6eTqKionThwgVycnIiGRkZ6ujo+O317zvW1+efx6ivrxwOhzo6Ohhburq6aNWqVVRWVkYdHR1UVVVFy5Yto0ePHlFISAjZ2tqSlJQUycjIkJycXD9f//lnxIgR/c7589i2tLTQ9OnTKT09nfbv30/e3t6UkpJCGhoaVF9fT0OHDqXPnz/TmjVr6PTp0/3a/Zmqt7u7m5lvpkyZQt+/f6eOjg7KysoiDw8Pam9vJysrK2bsfu7rnTt3fvGF3t5e6uzspO7ubnJ1daXc3FwaOnQo1dXVkaamJr158+aX+7vvfv15/Do6OsjQ0JBaWlqourqaJCUlSUBAgC5evEgbN26kr1+/MrbOmzePXr58SadPn6YdO3Yw9LaNjY1kaGhIqampdOzYMTpw4EA/eltdXV1KT0+nvXv3ko+PDyUnJ5OpqSk1NDSQlpYW5eTk0Pbt2+ncuXP0/PlzsrS0pNraWho7diwVFhbShg0b6OrVq/To0SNavnw5VVVVkbq6OpWVlZGDgwPdvn2bIiIiyNHRkcrKykhdXZ3xhdjYWAoNDaVNmzZRbGzsAA3oAP7tGAgABvAfg74AwMDAgBITEykgIIB27txJOTk5pKWlRQ0NDWRkZEQpKSnk7e1N+/btYyb3hoYG0tXVpYyMjH4PR2Nj436T+44dOyggIIASExPJ3Nycmdy/fv1KGzZsoNDQUIqNjaVly5b1m9xXrVpFt2/fpsjISLK3t6fy8nJmcl++fDnFxMTQlStXyNnZmQoLC0lDQ4Nqa2vJ0tKSYmNjSVhYmJ49e0Z6enr0/ft3kpWVpbq6Olq7dm2/F26iHw9o/N+c4sLCwiQsLEz8/PxUW1vLiISZmppST08PnTlzhj5+/NjvBawPly5dIgCUkZFB8vLyJCoqSnV1dbRixQqKjIyk6Oho6uzsJD09PWKxWDR16tRfXjSJiCQkJPpx2wsJCZGAgABlZ2eTnJwcjRgxgkpKSsjZ2ZmuXr1KMTExtGLFCmptbaWOjg5qamqiNWvW9GvX2Nj4t+JJfWJVdXV1xMfHRxISErR+/Xq6ePEiiYmJUWlpKSkpKRGLxSItLS0iIoqOjqbnz5/T6tWrqbKy8h/97Pv377+cV1xcnLi4uEhCQoLy8/OJn5+fRERESFRUlHh5eZkg8+cHvbCwMH369InGjh1LHR0dNHz4cCosLKQ9e/aQn58fpaenk7m5OTU3NxObzaaCggJyd3en8PBwSklJISKiSZMm9XuZ6ns5+zPYbPYvL/FE1C84+P8Cfg4Q7t+/T4mJib899uzZM4qNjSVnZ2dqbGyk3t5emjJlChERvX79mm7fvk2urq5UWFhIvb29NGHCBCZg6u7upq1bt1JRUREpKCgwvpCRkUFHjhyhPXv2kISEBFVUVJCSkhJxc3OThIQEbdmyhY4fP078/PyMXgQXFxeJi4v/4g/t7e1/a2d3dzcZGRlRXl4eHTlyhLy8vCgnJ4fGjh1LLBaLVFRUqKCggAQFBUlISIhevHhB7e3tpK6uTrW1taSjo0MvXrzoJ/LV54d/hqOjI3379o3U1dWJw+FQbm4u7d69m7y8vBhhQR4eHtLU1KQvX76QgIDAL+1KSUkx7fVpXPS9yLe2tpKJiQllZWXRwYMHydPTkz5//kwaGhokJSVFioqK9OHDBxIQEKA7d+7061tHRwctXryYUlNT6dy5c9TT00NGRkbMgk1xcTGJi4uToKAgCQgIUFpaGikpKf3i44cPH6bMzEwyNjZm9FW+fPlCIiIizPxXWVlJsrKy1N7eTlOnTqWUlBTy9/dntBsUFRWJxWLRuHHjKCsriw4fPkze3t7MM6K1tZWamprIysqKEQKzt7enqqoqGjt2LNXW1pK1tTUlJCRQYGAgbdu2jVkk+lkrxtfXl3bv3k1ZWVnMIpGenh59+PCBDh8+TEeOHKH379+TgYEBNTQ0kLa2Nn369Ik8PDzIz8+PXr58Sfr6+gMBwAD+7RhIARrAfxycnZ2Z7fIZM2bgxIkTuHXrFmxtbeHv74+IiAgMGTIE48aNQ3BwMC5dugQbGxtcunQJFy9ehIaGBoYMGYKIiAj4+fnB1tYWt27dwokTJ6Cvrw9+fn7ExcVh//79cHJyQlRUFA4ePIiFCxeiubkZqampDK3kw4cP4ebmBgcHBxQVFeHr169wdHSEq6srHj58iE2bNmHz5s34+PEjGhsbYW1tjQMHDuDBgwdwcnLCnj17sGnTJmzZsgWhoaFoampiWISICDt27MDdu3cZ22tra5ntb319fRw7dgwHDhzAhg0bUF1dDTabjaqqKowePRqfPn2CgIAA1NXVsX37dnR1df0ylioqKpg+fTrk5OSYXH76aXvd09MT58+fx6BBgxAfH4+9e/cCAO7evYuioqLfXh9XV1ds374d2traGDZsGOLi4mBtbQ1HR0dUV1fj1atX8PT0hKioKBYvXsxQKAI/cqxLS0sRHx8PERGRfu3Ky8sz46eqqorZs2fj2bNnEBMTQ2VlJfz8/DBkyBBMmTIF3759g7q6Opqbm2FsbIypU6fC19cXW7duRW9vL9hs9m9zmP+MoUOHQkJCAg8fPoSkpCSTcrVgwQK4u7vjxIkTcHR0hLKyMqKjo/tx6e/bt49hfaqqqoKWlhbExcVhaWkJMTExqKurIyQkBDY2Nujq6oK/vz88PT1hYWEBHR0dNDQ0IDU1Fb29vQyr0uvXr/vlrRMRQ5P6M5NKXV0diAgsFgvu7u7/aOf/BIgIy5YtYz5bWlpi5syZzOfFixcz/9fV1cXMmTMRGBiI3t5ecHFx4cGDB+jp6cG4ceOwePFi7Nu3DwcPHkRPTw/DSDNu3DgEBQVBSUkJtbW1mDRpEuMLfbS1fek6ffSh8vLyiImJQXR0NIiI0W94/fo1Bg8ejOjo6H/ZVl5eXkREREBZWRkqKiqYMWMGQ6XaV5RcX18Pd3d3HD16FLt27YK0tDSio6Mxf/58ZGVl4cmTJ0zq0l+htbUVQUFB2LlzJ7KyslBXV/fL34SHh0NUVBS3b9/G4sWLsWjRImzevPkv23zx4gUyMzOxa9cusFgsLF++HOHh4cxxDocDLi4ucDgcvH37FmVlZZg0aRJWrFiBOXPm9GtLUFAQ4eHhUFNTg7KyMrKzs0FEmDdvHqKiojBnzhwEBwfD2dkZNjY20NbW7lcv1QdFRUU0NjYiLi4OI0eOxIsXL7B69WqmhsbCwuKfLkk/CAsLY9CgQVi5ciUuXbqE4OBgLFmyBNXV1ZCTk2MKzKWkpFBTU4OMjAxoaWnBz88P9+7dAxHB2toap06dQmRkJOzs7HDs2DHcu3ePqfsJDAzE1atXYWNjg/Pnz+PKlSsYPnw4lJWVERYWhoCAANja2iI8PBwBAQGYPHkyxMTEEBMTAxcXl3/JngEM4L+DgQBgAAB+FFMeOHAAZmZmkJSUBBcX1y/UbH3IycmBmZkZREREICkpiZUrV/72wcPhcODj4wMVFRUICAhg/Pjxv9De/Xfw5MkTaGlpoaenBzk5ObCyssLZs2exa9cuXLt2DXp6emhsbERpaSlMTU0RHByMPXv2IDg4mKkBaGxshJ6eHsLCwrBr1y6cPXsWVlZW6OzsRFdXFywsLLBt2zbcvHkTp0+fxsqVK5GSkgIhISGMHDkSDx8+hIuLC06ePIk1a9bg+fPnkJWVhZycHJM7f/LkSUawSEVFBSIiIkhOToadnR1OnToFV1dX3LlzB05OToiNjUVycjJ27tyJs2fP4t69ezA1NcWQIUNgYGDA2H7mzBkQEYSFhSEiIgIXFxe4ublBRUUFV69ehbW1NXR1deHs7Izhw4ejq6uL4db+HWuHg4MDRo4ciSNHjvQTsuqDo6MjLl26BDabjaKiIvj6+gIAli1bBlVV1d9en4cPH2LcuHFQVFSEl5cXxo8fD0NDQ5SUlEBQUBDS0tLIzc1FT08P9u7dC29vb3z9+hUAYGdnh+HDh/drT1paGgYGBrC2toarqyvmzJnDXJ9ly5ZBS0uLYcSprKzE7t27ERAQgFOnTmHz5s3Iy8vD7du3cerUKYSGhoKXlxddXV39aFP/CpaWltDR0cGMGTPQ2NgIb29viIuLo62tDbdv34aPjw+mTJmCDRs2YMyYMZgzZw6+fv2K9PR0jBo1CoGBgQgMDMSUKVMQFhaGkydPQlZWFs3NzcjKykJwcDB27doFPj4+bN68Gd++fWOKukNDQ5li38DAQBQVFcHQ0BA6OjoAfjCusNlsBAQEQElJCWvWrGH6HRQUhN7eXggJCeHUqVP/aOf/BLi4uBhWoL7gsby8nBGYiomJQU9PDwoKCvD161eG9akvCPD390dLSwuePXsGAHjw4AFWrFgBXl5eHD16FPX19YiPjwcPDw8cHR2RnJyMbdu2wd/fH46OjkhKSoKkpCSeP3+OFy9eYP78+dDQ0ICenh62bt2KgwcP4tq1a+jp6YGYmBiOHDmC2tpaJkjR0tL6bY3Lz8jPz0dPTw/YbDa8vb0RGxsLSUlJ6OnpwdnZGYGBgfjy5QuuXLmCQ4cOYcaMGSgpKcGpU6ewadMmjB8/HkePHoWCggLExMRw6NAhAIC1tfUv9KAAkJSUhMbGRri5uQH4UUT7Z5iYmMDc3By6urpwc3PDmzdv8PjxY+b4ypUr+xXVmpiYYOLEiVi3bh0GDRqEvXv3IjAw8Lf2Hj16FEJCQoxo3p07d375m7a2NgQGBkJbWxtiYmLQ0dGBn58fjh07hqqqKoSEhODkyZMM0cLP6OjoQGVlJYyNjZGUlNRPjOzr16+4ceMGYmJi8O7du7+7LL9AVlYWkpKSMDQ0xKZNm7Bw4ULcv38f8+fPx5YtW5CWloaamhrY2tpi1apVjOjgn7F582YEBATA3d0dN27cwNSpU9He3o7CwkLMmzcP58+fx549exASEoJZs2ahuroatbW1MDQ0RGhoKHbv3o3AwEAsWLAAX79+BYvFYqhTBzCAfzcGdAAGAAAoKSmBiooKFBUVMXz4cCQmJiI0NBQODg79/q6iogJaWloQExODi4sL2tracOLECSgqKiI1NbVfEduuXbvg7e2NNWvWYPLkyYiOjsajR49w8+bNfiuB/1X06QB4enpCWloa3Nzc4OLiQk9PDwQFBdHR0QEhISF0dnaCh4cHXFxc6O3thYCAANra2iAiIsIoLhIR2Gw2Q2MoJCQEFosFXV1dJCcnQ1tbG+7u7nj8+DEiIiLQ3t6OQYMGMQqR/Pz8YLFYEBYWRnt7OwQEBJhi2D4VyL5jgoKC6O7uBhcXF3h5eeHp6Yndu3eDw+FAUFAQKSkpmDhxIrS0tJCamooNGzaAm5sbd+/ehZGRESIjIxl+fuAHX/++ffvg5eWFjo4OxMTEYPTo0fD19cX9+/dRV1eHESNGQEtLCx0dHVBTU2OEfPoe9GPHjsXnz5/x6tUrTJgwAfv374enpyf++OMPqKioQEVFBU+fPkVvby+cnJzAz8+P69evw9LSEpGRkf2ui4uLCzw8PHDhwgXMnj0bkydPxufPnxnaPiEhIdjY2CAtLQ1Dhw6FgIAAPn/+DENDQ4SFhcHW1hYhISEQFBTs1+7mzZvh4eGBq1evwtjYGPX19TA1NUVXVxcEBQXR1tbGjLepqSnq6+sxZswY3Lt3D/b29mCxWEhJSYGRkRHev3+PkSNHQkJCAmFhYX/5QAd+rFTn5uYiKSkJcnJykJWVxdixY0FETMDysy/09PRAREQEPT09WLp0KTZu3MiwmxQWFmL69Om4fv061qxZg5aWFuTm5kJISAiysrKQkZHBpUuXYGdnh9jYWFhaWv7SH1FRUXh4eCAyMrLfyq2bmxuOHj36P6Yaam1tjZcvX/422P9XUFVVhbt372LTpk0IDw+Hjo4ORo4cCeCHuNKVK1fg6ura7zu8vLywt7f/pa27d+/C3NwcwI8AwsrKCnl5eRAREYG8vDyuXLkCGxsb3L17F8bGxqioqEBvby9ev36N9evX4/Lly/0UZPvu0Z99rKKiAklJSXB0dASHw4GXlxfy8/MRGRkJNpvdrz/Hjh3D+vXrMWTIEFhZWeHNmzcwNjYGADx79ozxBTs7OyQkJGDcuHHMDt+aNWugrKyM3bt3M/dpYmIiJCQkoKurC1dXV3h6ekJMTKzfORctWoQHDx7AxsYG3NzcaG5uRkFBAcPK9ezZM7S3tzN0w312BgcHw8TEBGpqati6dStOnz7dr92Ojg6sXbsW165dw5o1a5iieQ6Hgw8fPvwyx/XNkT8/A/744w8sXrwYVVVVaG5uRmNjI8aPH4/Ro0ejuLgY9+/fh6qqKjw8PGBlZYXe3l7s27cPx44dAx8fH/Ly8pCRkQFLS0ssWbIE0tLSCA4Ohp2dHS5evAg+Pj4YGRkxxeLi4uIAfhR779+//x/na/q/1X5/tkVAQAA9PT2/+EKf9knfXM7Nzd3v2SMoKIiuri7m2dN37OdnT98iC5vN7vdcYrFY4OPjY55LDQ0N8PT0HNABGMC/FQMBwAAAAF1dXWhqaoKcnBzS0tIwefLk3wYAGzZswJUrV5Cbm8vw0T979gwmJia4cOEC1q5dCwCorKyEiooK1q5dy7BrEBFmzpyJ4uJilJSU/HbF+e/QFwCcOXMGLBYLoqKiEBYWRnFxMXR0dPD8+XPo6enh8+fPkJaWBh8fHyoqKjBx4kQkJibCwMAAHz58gLy8PNhsNurr6zF27Fi8evUKRkZGePfuHVRUVJiH5ahRo5CcnAwjIyMkJydj1KhRaGxsRFdXF5SVlZGWlgYjIyMkJSVh3LhxqKqqAvCDw/nTp0+YOXMmnj9/zmxr8/PzMwwsZ86cYbiy79+/j5s3byI/Px8HDhzAmTNnsG/fPuYl4MaNG7CxsWHGgZ+fH1euXMHOnTuxePFijBkzBkuXLsWFCxcwceJE6Orq4sqVK1i/fn2/8ZOTk8P58+excOFCDB8+HNu3bweLxYKjoyO0tLTw9etXZGZmQl5eHvn5+VBSUoK0tHS/VJyCggKGdagPDx48wJs3bzB16lRGSE1UVBSLFi2Cj48Pdu3ahXPnzmHbtm3IyMiAsLDwL7sH2dnZ/R50165dY1hAhg0bhidPnsDMzAwSEhLIy8uDrq4u3r59C09PT7S0tODGjRswNTXF06dP4eDgAC8vL2b19M8QFhb+S8rF6OhoLF++HG5ubhg+fDja2trw/ft3VFVVwdvbG4qKisjMzMSePXtw9OhRhIeHw8HBAV+/fsWDBw+wf/9+hkEFANLS0mBtbQ1BQUEcO3YMe/bs+Uv//ivw8vL+8qL5Z2hpacHIyAh+fn7/2N6FCxewY8cOEBH8/f2xZs0a2NnZobGxEaampvD09MTly5cZJqGPHz+CzWaDh4cHsbGxCA8Ph6OjI/bs2YPExESIiori+vXrCAkJgYuLC/j4+ODl5YUNGzbA0dERlZWVePLkCXP+vt2KvXv3YufOnXj8+DE+ffr0t33m4+P726Dtdzh//jwcHBzAy8uL06dPY/ny5fj69SuTRnT58mXs2LEDT58+RXV1NYYOHYqmpibExcXhxIkTUFdXh4uLCxwcHODn54dRo0YhPj4eDg4OePv2LXx9faGkpITVq1dj3759/c4tLCzMBKg/w8fHB9u3b0dvby/CwsJgYGCA9vZ2FBQUwNTUFKqqqigrK4OHhwdmzpyJ6upqPHr0CO/fv8e5c+eQmJj4C1tRbm4uRo0a9cvv+uwEgJcvXyIxMRGbN29mgm1xcXHk5+dj2rRpWLJkCfz9/fuJgxUWFvbbjauqqkJ+fj44HA5qa2uxcOFCDB06FEVFRVi5ciVOnDiBFStWwNLSEsHBwSgvL8erV69+K6yXnJyMuLg4HD58GB8/fsTatWuxadMmlJeXQ1tbG+bm5syCCgBERkZi0aJFzOfOzk74+PhAWVkZY8eOhYiICMzMzDBnzhzMnj0b27Ztw5EjR9DU1AQWiwUVFRW8f/8es2bNwsuXLzFmzBhGIHDYsGHIyMiAgYEBEhMToaWlhbKyMvDx8UFaWpph8kpISMCUKVNQWFjIzHGFhYWYOnUqXrx4genTp/cTiywtLcXkyZPx4sUL6OvrIzMzE3JycozmgqamJl6+fAlDQ0O8f/8eSkpKzHNYSEgILi4uAwHAAP6tGEgBGgAAYNCgQb+lhfwz7t69i/nz5/cTozI2Noaamhpu377N/C46Oho9PT3YsGED8zsuLi44OzujoqICb9++/W/39eXLl1BXVweHw0FxcTGMjY1x7do1rFq1Cvfv34e2tjZaW1tRVVWFGTNmICIiAqtWrUJERAT09fVRW1uL1tZWaGtrIyoqCqtWrcK1a9dgbGyMoqIicDgcqKurIzY2FitXrsTly5cxd+5cJqdeSUkJSUlJWLZsGYKDg7Fw4UK8f/8eUlJSGDx4MFJTU2FtbY3g4GAsW7YMSUlJkJeXh6CgIJOne/r0aQQFBQH48WDlcDjYvHkz9uzZAysrq7/luebl5cWcOXOgqqqKoUOHwsfHB/X19Vi2bBlmzpyJ1atX/zYnlogQEBAADQ0N7NmzBz09PaisrGQ40TkcDkJDQyEhIYHS0lLU1tYyL/9sNrvfywHw4yVdVVUVp06dwrVr1zBx4kT4+fmBi4sLBQUFaGtrw4ULF8DNzY0lS5YA+EFb+leCR05OTkzQEhwcjPfv38Pf3x9hYWFIS0sDPz8/vnz5grlz5+Ly5ctYvHgxXF1dUV1dDQ6HAzk5OVhYWICPjw+rV69GS0sLjh8//l/yqevXr2PEiBE4ffo0hISEYGxsDB8fH3BxcaG4uBgLFiyAg4MDXrx4gX379mHRokVITU3FqlWrcPDgQYwdOxYODg7YunUrhIWF8ejRIygqKsLU1BSDBg0CFxcX7OzsAAAZGRlISkpizm1jY/PfpjUUEBBASkoKiouLmbSB8PBwDB8+HFlZWZCVlUVcXByWL1+O7du3A/iRWtTHTR8aGgrgRypJWloaQ3MZGhqKBw8eICIiAhoaGlBXV8fixYshISGBCxcu4NmzZwgPD0dqaipevnwJ4Ad3eWdnJ9rb23Ht2jUAwPPnz5mUpvT0dHBzc6Ouro5JFXn48CHKysr+W7YD6Ffb0tDQ0C/dqc8XuLm5sWzZMkhKSmL8+PGYOHEijh07xuT637x5E3Pnzv2l7ffv3zO1Kbdv3wYPDw/4+Phw/Phx+Pv7IyMjo58t/xWsWLGCaadPnG7EiBEwMDBgdsD6RNS4ubnh4+ODOXPmYNiwYTh37hyuXLnCjPfGjRt/WaDpg4KCAlRUVHD8+HG0tLQgKCgICxcuxN69e7Fq1Sqw2WwcP34cc+bMYfzh8uXLsLS0ZOp8/gwJCQloampCS0sLFhYWv1CWFhUVIS0tDXfu3EFdXR04HA4zx/0MNzc3TJw4ETY2Nkyue5+68cmTJ6Grq/uP4mV9K/8lJSV48+YNiIgRLDxz5gxqa2uRnZ0Nfn5+DB8+HC9evMCKFSsQHBwMCwsLfPjwAWJiYpCTk0NycjKjObB48WK8fv2aET7LyMjAggULmDqyhIQEqKmpMXOcqakprl69Cnt7ezx48ACamppob29HeXk5DAwMEB4ejlWrViEyMhLTpk1DY2MjmpqaMHXqVNy9exerVq3C9evXYWBggLKyMnR2dmLcuHH95ocBDODfhv+ZWuMB/Cfh/fv3BIBCQ0P7/b6iooIA0PHjx3/5jq2tLUlKSjKfnZycSFhY+Bfmma9fvxIAOnPmzL/crz4WoAcPHtC2bdvowoULFBcXR0uXLqXKykrS0tKiwsJCWr9+PV2/fp3u379PDg4OVFpaShMmTKDS0lKyt7enu3fv0vXr12n9+vX09etX0tLSosrKSlq6dCk9fvyYLly4QNu2baOcnByaMmUKVVdXk6WlJSUlJdHJkydpz549lJGRQdOnT6fa2loyMTGhlJQUOnLkCB0+fJhSU1PJ2NiYamtrSU9Pj9LT02nfvn0Mw4OmpiZVVVWRrKwsZWdnk6urKwUFBVFqaiq1t7f/Mmbh4eH9GDu4uLjI0NCQ0tLS6ODBg+Tu7k6ZmZlkbm5OXV1d1NbW9tvxk5WVpW/fvhEvLy9JS0uTv78/bd26lQoLC0lRUZF6e3upsLCQXFxcqKuriw4dOkQFBQXM99va2ig///9i77+jqsjWrXF4kjdJogEUUGloQDC3GBoUGwwt3dooCEYM2IpiRmnFnEWwDWBulTajLSbMCooKIkGCCIIkAUVyhs1m/v7w3fVJo+eee+977nvPN5hj1FB2Va34VNV61lrPnOlCOXR1dSkvL8/CwkLKycnRxcWFoaGhDAoKYl1dHZ2dnVlYWMj+/fvz48ePXL58OUly+/btzM7OblE2KaOHmpoaIyIiaGJiQgMDA+rr6/PFixecO3cud+/ezYiICI4bN47v378XKEDFYjEPHTokMOfY2NhQIpEIrDB/x98ZUD6vCwB27tyZ2dnZnDlzJvfv309lZWXm5eVRT0+PtbW1HDBgAMViMY8dO8YnT55wzJgxrKioYJ8+fVhdXS1QGO7Zs4fp6ekkP7H5SCGljJSiqqrqH9q9nJycUM7Vq1fTy8urRdn19fUJgIsXL+bKlSuFunTu3JmysrLs1KkTVVRUqK6uzhs3brB///4sKCigrKws+/Xrx1u3bnH9+vWcO3cuO3bsyHfv3lFRUZEjR45kRESE0C8dOnRgdnY2VVRUaGNjw6ioKM6fP5++vr68d+8eraysBLtOSEjgjBkzuH37doFpqn///gRAKysr3rt3j76+vlywYAGjo6NpaGhIAOzevTufPHnSqn8UFBS+2DafPy9/pyGV2kJdXR3Hjh1Lkrx58yYfPnwoUEo2NjYyNzeXHh4ebGxs5M6dO4U+raura2UL9+/f54ABAwQ7AUA3Nzfu2bOHAPj8+XMaGBhQVVX1i+UdPXo06+rqOGzYMIGu9ejRo0xMTKSzs7Ng11K6yR07dlBHR4dJSUnU09Pjhw8fqKenRwBUV1enqqoqX79+3Sqf8PBwhoWFCdS9FRUVHDx4MJOTk7l+/Xru2bOHN27c4Pjx41lYWEhdXV2+evWKysrK1NTU5Llz51rQvpLk69evuXfvXu7evZvp6ekcPXo0i4qKaGtrK7zj1qxZw7t37wq2oKen98U+k0gk7NevH6urqxkbG8sdO3Zw5cqVjIqKEhhwANDR0ZHHjh1jSEiIcL9EIqGtrS2bmpp48+ZNHjlyhGKxmAMHDmRBQQF1dXWZkpLC2bNn8+jRowwPD+fIkSNZWVlJHR0dfvz4kW5ubrxw4QKvXr3K8ePHs6ysjDo6OiwvL+e4ceMEFqBp06bxw4cP1NXVZVVVFYcPH87Hjx8zKCiInp6ezM3NFd4L/fv3Z0xMDHfs2MHly5fzzZs3rKqqYu/evQUbOnfuHM+ePcvZs2czKyuLvXv3Zn5+PidPnixQwi5cuJDXr19vYwFqw78cbQ5AG1rhaw6A9Pfg4OBW93h7exOAQDk4ZswYdu/evdV1NTU1BEAfH59/WIYPHz4wOTm5xREaGkoAtLW1ZUREBPft28fly5fz9evX7NWrF8vKyjhs2DCB+33NmjVMSEigtbU1y8rKaG1tzZcvXwo0oNHR0bSzs2NZWRl79erF169fc9myZdy3bx8jIiI4ZswYlpSU0NzcnJmZmZw3bx6PHz/Omzdv0sXFhR8+fKCJiQnz8vLo7u7OkJAQXrx4kdOmTWN+fj5NTExYWFhIR0dHXr58mYcOHeLcuXOpoaFBFRUVVlZW0t7enhKJhMePH+fTp0/p7OzMsrIyNjQ0MDc3l9OmTeOpU6coLy8vDOJUVFRYUlLCKVOm8PLlyzxz5gybmpookUhoZmbGqqoqTpgwQeDPbmhoYHNzMzt06EAdHR2qq6tTWVmZu3fvpo+PD1+/fk0LCwt269aNJJmUlER/f3+BWvLzdBITE7ls2TJu27aNjx8/5pAhQwTK0jFjxjA8PJzHjh3jihUrmJOT04I/Xso//6V0pfSsGzZsoEgkopqaGsvKyqiurk5nZ2feunWLp0+f5sKFC5mfn08LCwtWVVVx7NixlEgkFIvF9PHxEfQFqqqq2K9fvxZ5SA8pvaOLiwvPnTvH4OBgTp48mQUFBdTQ0KCpqSnT09OpqanJAwcO0NPTk/n5+TQ1NWV5eTnt7e0ZHx/P/fv3c82aNczIyBDqKaU0vXnzJq9duyYMTpuamlhZWSk4aV86pDb299+ldK9ycnJUUVGhiooK5eTkmJ+fT11dXXbr1o3x8fEtzmVnZ1NfX5+dO3dmamoq1dXVqa6uTpFIRFVVVcEONDQ0BHu4desWx40bJ5z78OEDRSIR169fzzVr1jAuLo6DBw8W0tLW1hby1NLSoqysLLW1tammpkZFRUVqampSU1OT8vLy1NTUpKysLEtLS6mmpiZQUUopY6VOhqysLDU0NCgvL8/Tp09zwoQJAs1jc3PzV9vu8yMoKIh37tz5ou2Fhoby1q1bwm+mpqasqKjgpEmT+PDhQ168eJHz5s1jYWEh9fX1WVlZyXHjxvH+/fvU1NRkRESEoOPRrVs3ZmZmUlVVlcrKypSXl6eGhgZlZGTYqVOnL5atrq5O+Pf169dct24dm5ubBfpbc3Nzwa6fPXvG/fv3c9GiRdTW1hbaXEZGhu7u7jx58iTl5eX5+vXrFs9TY2Mjm5ubBduzt7dnQ0MDKyoq6OzsTLFYzD179lBLS4sZGRk0MzMT+kxdXV2guE1LSxMmFHr37s3GxkZKJBKB0lTafmVlZXR1deW1a9eoqanZwhaMjY1btUFzczN79eolUH3Gx8dTU1OTV69epZubG9XV1ammpkYZGRmhbc+dO9cijaKiIrq6urK5uZlBQUGMjY3lwIEDqa2tzW7duvHt27d0d3dnYGAgb968SXt7exYXF7Nr167Mz8/n9OnTefbsWYaGhtLNzY3v37+nkZERi4qKOHHiRN64cYOnTp3irFmzmJeXx27durGsrIyOjo4MDw9nUFAQFy5cyMzMTJqYmLCiooLDhg1jVFQU/fz8uHLlSqamprJfv36CvkBcXBw3btzITZs28cWLF7SxsWFlZSUrKysFnQ9/f39GRkZyyJAhbQ5AG/7laHMA2tAKX3MAHj16RAA8f/58q3vWrFlDACwrKyNJDh8+vIW4jBQSiYQAuGjRon9YhnXr1n2RBx4AL126RG9vbx46dIjXrl3jtGnT+PbtWw4bNoypqan08vJicHAwL168SA8PD6anp9PW1pbp6en08PBgSEgIg4OD6eXlxVevXnHYsGF8+/Ytp02bxhs3bvDQoUP09vYWeKdzcnLo6urKBw8ecPfu3Vy7di1jYmI4evRo5ubm0snJiZGRkdy2bRu3bt3KJ0+ecNy4cczNzaWZmRlVVFSEWdqYmBiWlZXRzs6O2dnZnDJlijADXFVVRbFYLFwrPby9vblhwwZGRUXx48ePtLW1ZVlZGbOyshgYGMijR48KM81SSPm1dXV1hXyHDx/OoqIilpeXCxzZJOnp6cnq6mqWlJS06gdnZ+dWHP/r1q2jv78/1dTUGB8fz6amJjo4ODA+Pp4rV65sMes+evRoYfD1OX7++WcCoIWFBQEIqwd79uzh/Pnz+fr1a9ra2rK0tJSZmZlcunQpa2pq2NDQwPLy8harJImJibxw4QJJ0sHBoZW96OjotNAqqKuro5GREaOioqivr88zZ85w6tSpLCoqoq6uLmtqajht2jRWVVUxJCSEd+7coVgsZklJCR0cHITBvFSkiyTHjh3basb076ioqPiqTQOgSCSigYFBi9/Mzc2poaHBV69eceHChdy1axfDwsI4btw4mpmZMTc3l6ampnRwcOCFCxd46tQpenl5UVFRkbW1tZSXl+f06dP58eNH1tbW0sPDg3l5eSwpKeHHjx9ZXl7O6Oho+vv7c+nSpYyMjKREIqGOjg6Li4vp5ubGixcv8sqVK3R2dmZKSgo/fvzIjx8/sqKigrdu3eKpU6dYWVlJFxcX5uXlsbq6mnZ2dqyvr+fHjx+5cuVKxsfHc/jw4dTW1ub79+85YcIEHj9+nJcuXeKsWbOYkZHBgoICjh07lk+fPuXmzZu5ePFiGhkZMTU1lVpaWnzz5s0/bL8vHf/R6kpzczNLS0tJUhDKq6ysFLQoJBIJ4+Pj6ePjw9raWm7evJkJCQmt3gsBAQFcu3Ytnz9/ztGjRzMnJ4cKCgrs2rUrtbW1qa2t3apso0ePFsqxdu1afvz4kSRbPIehoaG8ceMGxWIxS0tLWV9fz969ezM+Pp7Lly8X3gtGRkaUkZGhqakpnZycWtXz8zRjY2N5+PBhNjQ0cObMmczJyREE1SorK3n8+HGeOHGCNjY2woqjqakp3dzcvpiuRCJhdHQ0d+/eLTyj/fr1Y11dHd++fUsA1NDQYIcOHQiAOTk5LdJoaGhgTU0N9+zZw5ycHJaWlrKxsZGmpqZ89eoVFyxYwMWLF7doOwMDA4rFYlZVVQl5uru7Mzc3lzk5ObSysqKhoSF1dXWpqanJ7t27U15evpUOgK+vL1NTU2lqasq6ujoaGxszLS2NK1eu5Pbt2xkXF8c+ffqwtrZWWA2aP38+AwMDGRkZSVtbW1ZXV7NDhw4sLCzkjBkzeOrUKd69e5eOjo6sqKigjo4OS0tL6eLiwsuXL/PixYv09vYW3nGZmZmcMWMGQ0NDefToUS5dupSXL19ucwDa8C9HWwxAG/5pSPeofolPvr6+vsU1UkaE/+i6r8HT0xPJycktjtDQUABAaGgorK2tIRaL8fLlS0yfPh1bt26Fn58fAgMD4eDggOLiYmRmZsLJyQkBAQHw9/dHQEAAxo8fj7dv36K4uBgODg4ICgqCn58ftm7diunTpyMuLg5isRjW1tY4fvw4tmzZgg0bNmDevHmIiIiAqqoqzMzMcP78eaxbtw7r1q3D0qVLERYWBj09PYFTfPny5Vi3bh0OHjwICwuLFrEQDg4OuHHjBgYNGoQ9e/YIsROXLl0S9uN/jtDQUBgbG+Ovv/6CoaEh/Pz8sGnTJnTs2BHjx4/Hzz//jM6dO7e6z8HBAS4uLhgyZAjs7e1x7do1GBoaYt26dcjPz4e8vDyqqqrg7e0NJSUl/Pbbb1/tD1lZWYwbNw6WlpYwNTVFu3btsGTJEtjY2EAsFmPz5s24evUqZs6ciRMnTqC6uhpv377FtWvXBDrHL+HYsWMt/j5+/DhGjRqFESNG4Pbt21i5ciXevn2Lfv364enTp3j37h127dqFxsZGvH79GgAEXvivYdy4cfjxxx8xfPhwqKioIDExEb1798b27dtx9OjRFteSRG5uLjZu3IhVq1Zh+PDhePbsGSorK7FmzRr8/vvvqKqqwunTpxEfH4+MjAxkZ2fj4sWLkJOTg1gsRl5e3lfL8jWMHz9eCMw2NzeHgYEBAODw4cMYNWoUxowZA3Nzcxw6dAilpaUoLCxEVFQUevbsiRMnTkAikSAxMRFZWVmwtLTEnDlzkJSUBH19faxfvx59+/bFyZMn0blzZ2RkZMDb2xvz5s0T9sEDQL9+/fDzzz+jpqbmi2UcOHAgNm/ejIULFwqBw1J4eXlh79696Nevn/BbTEwMbG1t0b9/fwQHB2Pr1q2C1kRkZCQqKytx6dIlrFy5Eg4ODvD29oaXlxe8vb1hYGCAq1evwtfXF/v370dlZSWsrKzg4OAAQ0NDmJqaYsiQIdDQ0GgRHPrPIicnB2KxGM3Nzdi0aROATxSeL1++RHBwsECV+eLFC1y7dg3u7u44ceIEFi1ahIULFyI0NBTfffcddu/ejVOnTkFHRwcikQghISFYu3YtfHx80KlTJ6xZswY//fSTwFT0NWzYsAG6urogiTVr1qChoQEFBQWwsbFBXFwcHj16hBUrVoAkKioqkJeXh7t370JWVhaLFy9G7969IRKJcPDgwS+m/9tvv6GpqQlZWVno27cv6urqEB8fj9WrVwvB8tnZ2fD394dYLMbatWshEomE4++Bx1KsXLkSz58/x8OHD7F48WIEBQUhMTERwKdnycLCAqNGjYKdnR0mTZr0xTQKCgpw9OhRuLu7w9DQEBs3bkRcXJxw/saNG7h69Wqr+8rKynDlyhU8e/YMeXl5WLNmDdatW4fvvvsOMTExWL58OVxcXGBvb4+tW7cKDEH/GyB9Xvz9/bF9+3ZMmjQJqampqK2thY2NzX8qrqQNbfivos0BaMM/DT09PQAQ2G4+R2FhocB+IL32/fv3rYIbpfd+LRBUig4dOqBHjx4tDilVoLm5OfLy8iArK4uOHTsiNjYWP/zwA+7evYtBgwYJTDRaWlpISUmBra0tbt++DVtbWyQnJ0NLSwuqqqp48+YNBg4ciLt37+KHH35AbGysIIiVl5eHvn374v79+3BwcEBUVBQMDQ3R2NiIjx8/wsrKCg8fPsTIkSMRGRkJExMTVFVVobKyEmZmZoiMjIS9vT2GDRuGDx8+4OXLl1+sp5KSksASNGbMGOjq6ra6ZtasWUhOToaqqirWrl0Le3t7+Pv7o7a2FhcuXMD58+cFxhGSAuNKSEgIgoKCMHjwYOHjp6GhgRUrVuDmzZuws7NDaWkpoqOjERISIgweKioq8ObNmxZlkJWVxYgRI/D+/XuUlJTg9u3bEIvFWLNmDUJDQ3H//n388MMP0NbWBkmUl5fj2bNnkEgkuHnz5lf7+fr16wA+aUt8+PAB8+bNQ3p6OqqqqiAjIwM7OzskJCSgV69e6N69OzQ1NbFp0yYoKiq24DL/OxQUFLB48WKYmJjg48ePOH36NGxtbaGiooKwsDBMnDgR33//vZC/FM3Nzbhz547wd15eHjp37gyRSARHR0fcunULSkpKGDhwIAYPHowePXogJiYGTU1NuH79OsRiMeLj479arr9j4cKFUFZWxqhRo/Dq1SssWbIEvXv3hrGxMTw9PQVnqLKyUhjwl5aW4v379zh9+jQWLVqE6dOnIzAwEPHx8dDU1MSuXbtgbGyM27dvo7KyEo8ePcLy5cvR3NwMAwMDxMTEwMHBAePHj8cvv/yC5ORkiEQiKCoq4rfffsP169exZMkS3L59G/3790dJSQk+fPgAQ0NDODk5wcXFBSdPnvyn6rdgwQKEh4ejY8eOuHfvHurq6nDv3j2sWLECioqKSE9Px7lz5zBnzhz89NNPCAsLQ35+PioqKmBlZQUPDw98++23woDUzs4Opqam6N27NwYPHgwNDQ2MGjUKKioqWLBggZCvq6vrF51iKWJjYwWBsR9//BFVVVVQUFCAtbU1Bg0ahKioKDQ3NyM6OhpLly5FY2MjmpubkZiYiDlz5uDatWtYvHgx7t+/D0tLS9TW1uLSpUto164dwsPDMXr0aOTl5WHz5s2oqKgQNFWWLl361QDXR48eQSKRIDAwEI2NjUhNTUV+fj46deokvOOAT+Jfb968wdy5c0EShYWFGDFiBMRiMX755ZcWjGFSHDp0CBKJBFFRUS1+f/LkCRwcHAB8CvI1NDSEWCzGsmXLMGXKFCgrK2PJkiUYMWJEi/ueP3+O+vp6HDp0CHFxcfD09ERqamqrfJWUlGBnZ4fQ0FAkJycLrERS1NXVoaysDCNGjMD58+dRVVWFMWPG4ObNm4Lo4pIlS1rdBwDt27fH5MmT0a1bN2hpaWHy5MnYv38/ZGVlUVJSggMHDuDt27e4ePEiXF1dUVxc/BVr+J/HihUrsGnTJowaNUqYnPruu+/Qrl07XL9+vRXhQhva8K9AmwPQhn8anTt3Rvv27fHixYtW554/f47evXsLf/fu3Ru1tbWtPgpSwZbPr/3PQl5eHs3NzQA+DUybm5sFmkA5OTnhnIyMDCQSCeTl5dHU1CTQKUoZdpqbmyEvL4/GxkYoKCigublZmKGUnhOLxVBUVBRoEP9+TkFBAWKxGHJycuCnLXUCP7SUn725ufmrNI4yMjKQk5MTNA1OnjwprAJ07twZa9aswdWrV2FsbIyQkBDMmzdP4LR+8OABXFxc4OTkhA4dOgjiT1J2DgcHB7i5ucHPz++L6prNzc0gKdzT1NSEAwcOCBzXn+PkyZPw9PREnz59YGpqCg0NDTx8+BDu7u5YtGgRli9fjtzcXPz5559wdHREly5dMHnyZOzduxeLFy/+al82NjaiY8eOcHZ2xpEjRwSFUSmkbR8VFYU7d+5AVlYWR48ehVgsFmgC371712LGUAqp4q9YLIaXlxcuXbqE4uJi+Pj4YN68eS36VAo5OTn8+uuvOHfuHHr37g2SePHiBUpLS6GoqIgFCxbg999/h6ysLJKTk5GVlQWxWAzg02BHRUXlP5ztBT4JrA0ePFgQjVq6dCkCAgJga2sLBQUFhIeHt0iXJCwtLaGlpYUHDx5gy5YtWLduHXx8fFBUVIRr166hW7du6NixI6ytraGoqIjm5mZhhrpXr15QVFREVFQU3NzcsHjxYigoKAhtwP/DlS6RSKCgoICmpibhWZI+L4qKilBUVPwq88w/gvTZO3z4MBYtWiT0sbStP3z4IOT73XffwcjICHp6eujXr5/w/JaXl+PEiROwsrISWHlkZGQwe/ZswY6lkEgk/5BZycnJSViFlD6nUpuXlZXFwoULsXv3bsyZMwf79u1DTEwMZGVlERUVhZ9++glLly7F4sWLsXfvXnz//feorq6GnZ2d8D6QPoPScs2bNw+9e/cW+vRrbQQAu3btEu6TSCSQlZWFp6enQN1KUnhXicVikMT8+fMFp+xLeZBEYGAgRo8ejfv372Ps2LF48uQJxo4di8WLF4Ok8C4KDQ3F48eP8dtvv6GsrAxisRh6enqC2Ji0rDIyMvDz88PMmTNx4MCBVu+Mv9dLWp/PIX3XSO1MRkZG0CnYtGkTbty4ASMjI0GNOTAwsIUgWnZ2Nu7cuQMZGRn4+/tj165d2L9/P06ePIkVK1ZAIpFg2bJlraiL29CGNgD/mGurDW34G8aPH4+TJ08iLy9P2KZw//59pKenY8mSJcJ1UqXWoKCgFjoABw8eROfOnb/IDf3PIiEhAc7OzsjPz0dBQQG+//57nDx5EosWLcKhQ4fw008/CTzY/fr1w/nz5zF//nwEBgZi4sSJiIuLg7y8PCwsLHD9+nXMmTMHe/bswfTp0/H48WNoa2uje/fuePDgAdzd3bFnzx54eHjgzp07MDQ0hK6uLp4/fw5XV1fs27cPnp6eCA0NhYWFBWRkZJCcnAwnJycEBgbi1atXSE5OxpUrV4RtQCEhIcKgQ0VFpQXP87Bhw/DixQtYWlqivLwcd+/eRe/evVFSUoLdu3dj2bJlePToERQUFDBo0CB07NgRV65cwenTpxEWFoY7d+5AQUEBnTt3hoeHB8rKylBTUyOoej5+/Bi6urpwdHREREQE3N3dYWtrC319fUgkEnh7e+Phw4dCeTw8PBAVFQUnJyfo6enBy8sLMTEx8Pf3Fyj8IiMjoaCgACcnJ5SVlSE1NRXLly8H8Gn7UnR0dCta04ULF2L79u1oaGjAtWvX4O3tjQkTJiAsLAw9evTAkydPoKioiHHjxqGgoABaWlqQSCTQ0NCAvb095OTk8MMPP8DFxQW5ubkoLS1F7969ERMTg6dPn8LGxgY3btyAr68voqKi0KVLF/j7+2PGjBmQlZXF1atXhQFeeXm5oPD7+PFjzJ07Fxs2bICOjg7EYjHWrVsHbW1tdOnSBc3NzXBzc4NEIsFPP/0EkUiE7OxsnDlzBioqKjhy5MhX7VZdXR0XLlxAaGgoevXqhbCwMKxZswZnz54VZsV79OiBnj17ok+fPhg5ciQuX74MJycnrF27FhYWFoLo2R9//IEbN25gzpw5ePbsGd69eweSyMvLg5ubGxwcHJCdnQ09PT2cOXMG/fr1Q1JSEn788Ud06NABjx8/Rvfu3fHu3Tu0b99eoA7t06cP9PT0BBVjX19fqKur49ChQxg9ejR27dqFyMhIqKioYN++fdDS0sLRo0cxfvx4aGlp4dGjR1iwYAGOHz8OXV1dJCUlwc7ODo6OjsjNzcXmzZvx+PFjZGRkIDMzE/X19di7dy/09fWxbds2/Pbbb3j37h0SEhLwzTff4Oeff8bVq1eF7UobN26Eo6MjFBQUoKioiD///BNjx47FzZs3MWPGDOzfvx/p6el4//499u3bBy8vr69uafoadu7cCZFIhF9++QXy8vJwc3ODrq4uxGIx6uvroaSkhIiICCgqKsLf319YDdi2bRvGjx8PBwcHpKamwtDQEGFhYQgJCUGPHj1QWloqOBOOjo7CFpXPIa2PSCRCr169IBKJYGJiAlVVVYSHh0NJSQmRkZHIyspCWloa3Nzc4ObmBnt7ezg5OcHb2xs6Ojqt0m1ubsa1a9dw/fp1pKWl4ezZs3Bzc4NIJMKjR4+gpKSEU6dO4c6dOy0Ewezs7ODi4oLAwEBB3O5zrF27VmgjAwMDtG/fXhigy8jI4OHDhzhx4gT27t2Lt2/fIi8vDzNmzICOjo6Qho2NDaZNm4aJEydCTU0NQ4cOxfjx45GRkYF79+7Bzs4Os2bNwvfffy9MID148ADAJ5VwV1dXaGpqYvDgwdDV1cXWrVuxYcMGvH//HmZmZtDU1MTBgwf/S+KTbWjD/1/jfyzaoA3/67Fv3z5u2rSJ8+bNIwA6OTlx06ZN3LRpE8vLy0mSubm51NHRobGxMffu3cutW7dSS0uLVlZWQkCkFFJmoDlz5vDIkSMcM2YMAfD06dP/pfJJaUBDQ0O5bNkyHjp0iDdu3ODkyZOZk5PDwYMHMy0tjfPnz2dwcLAQYJiZmcmBAwcyMzOTM2fO5MWLFxkcHMz58+czLS2NgwcPZk5ODidPnsywsDAeOnSIy5YtY3JyMm1tbfnu3Ts6OzszPDycAQEB9PX1ZWxsLO3t7Zmfn09HR0c+ffqUW7du5ebNm/ns2TOOGTOG+fn5NDMzo7u7O0NDQ3n8+HEuWrSIxcXFJD/Rqrq7u7eqp729PfPy8mhhYcGbN29y+/btrKmp4cyZM/n27VsOHjy4xfW1tbUcN24cX716RS0tLb59+5YikYirVq3inj17+ODBA06cOJHm5uasq6vjlClT2NjY2IoysaGhgQA4duxY7t+/Xwi2y8zMZO/evdm9e3emp6dzxYoVPH78OCMiIujk5NSq3wMDA1sE7GloaDAxMZEuLi709/fniRMn6O7uLgTemZmZMSMjg/v37+fGjRuZmJjI8ePHs66ujqNGjfqqPdTW1rJPnz4CO9SZM2c4ZMgQGhsb8927d1RQUBBs4eLFi5w9ezYzMzM5ePBgSiQSPn/+nOvXr2ddXR1XrFjBkpIS2tjYCLZOkufOnWNCQkKrvJ8/f94qqFNKkys9goKC6OjoyNevX1NLS4vZ2dk0MDCguro6tbS0eO3aNU6YMIHv3r2jra0tY2NjOW/ePB44cIARERGcOXMmc3NzBbtesGABT548ycePH7OqqoojR47kx48fWVlZydmzZ7Ompoa1tbWcP38+S0tLBTrU+Ph4btu2TWCgmTZtGmtrazls2DAWFRXR19eXdXV1XL16NXNzczlq1Cg2NTWxoqKC6enpDAoKYm1tLcVisUAnWVVVxfnz5/Pp06c8ceIEGxsb6ebmxvr6epaXl7OgoICbNm0S8pwxYwZra2tZXl7O4uJiLly4kLW1taypqaG7uzurqqpYVFQk2PGaNWsEW7C0tKSlpSUrKys5cuRI3r9/n8ePH+fs2bNpZGTEvLw82tjYMDk5mXp6egJjjqGhIXNycqilpcWUlBSOGzeO+/bt+w8Dh+Pj479ob+fOnRPODR8+nHV1dZwwYQKrq6t548YNXrlyhWKxmF27dmVdXR3Nzc355s0bbt26ldu2beOzZ89obGxMY2NjysnJCdSnnx9/fyalmDVrlhDsOnHiRKFPAwIC+PbtW5qYmLCuro4mJiZ8/fo1FyxYQG9vb965c4dmZmat8jly5EiL9KW0vQ8fPmRwcDB37NhBU1NTZmdnc+DAgUxNTf1iWzU2NrZI58SJE0xJSWFFRYVA15mYmEhvb28eOHCAt27dorW1dYs0pk+f3qq+Ojo6lEgkjIqK4r59+7hx40Z27tyZCgoKfPfuHUeOHNnqnilTprCuro7l5eUsKirikiVLeOTIEcEWsrOzOXjwYKanp3PevHk8deoUQ0JChPfCwIED+fbtW86cOZOXL1/myZMn6eXlxdevX3Pw4MHMzc3l5MmTeevWLQYFBdHb25tJSUnCN2LChAkMDw/nrl27uGbNGr548UL4RowZM4bPnj0TbOHp06d0dHRkfn4+hw8fztjYWPr6+jIgIIAPHz7kiBEj2oKA2/AvR5sD0AYBRkZGX/0oZmVlCdclJydzxIgRVFFRoaamJidPnsz379+3Sk9KGWdkZERFRUX26NGDp06d+i+XT+oAfIkG1MrK6qs0oAMGDGB5eTkHDBjwVRpQKyurr9KAmpmZ8e3bt1+lAZUO5L9EA/r+/Xs6OTnx5s2bVFZWZlRUFJubm9m1a1c2Nze3GjyTpL6+vkCl5+HhweDgYN66dYuNjY0cMGDAF3n+J02aRGVlZYpEIiorK3PYsGG8c+cOlZWVqaamxszMTDY2Ngpc1lImECmamprY0NBAGRkZKisrU0FBgadPn6aLiwtVVFRYVVXFbt26MTU1lStXrqRYLObcuXOZnZ0tMPI0NzdTIpG0cgBkZGSoqalJBQUF+vn50dvbm6mpqcJAyczMjCkpKVy7di0bGxs5Y8YMvnv3TqBHzMjI4Jo1a1rVuba2lnJyclRTU6OcnByVlZWZmppKfX19du3aVWBZOnv2rMB5XlZWRn19fYFG9ebNmwwJCWFjYyPFYjEbGxtZUVFBFxcXNjc3UywWf5HF6HMH4OXLlzQ0NKSKigpNTU0ZFRUllEdZWVmgujQ3N2dCQgIXLlzI7du3C/2lrq7OkpISamhotHAAhg8fzqqqKurq6rKoqIhTp07l6dOnGRYWxmnTprGwsJAmJiYUi8VMSUmhjo4OL126JLD+1NTUsE+fPgLt6pEjRxgVFcXGxkZaWFiwoaGBYrGYUVFR3L9/P8VisdAGpqamLCkp4YwZM9jY2Mjt27czJSWFQ4YMEZyB1NRUrlmzhmKxWLBlMzMz1tTUcOzYsWxoaODJkycZGRnJxsZGWlpasrGxkR8+fODMmTN59uxZ3rlzh+PHj2dFRQUNDAxYVFTE6dOn8/Lly7xw4YJQz5qaGvbq1YupqalcsWIFAwIC+PjxY4FKUUVFhXZ2dnz48CF37drFefPmMSkpiVZWVgRAa2trPn/+XNCAePHiBbt3705FRcV/ygGQ2oK0rt26daNEImF9fT3j4+O5Z88erly5kpmZmcJA/N27d5w+fTpDQkJ44cIFurm5USQSsaysjAYGBnz58iW9vLy4adMmhoeHs0+fPl90AKT919zcTFNTU+bn53PGjBkUi8VcvXo1U1JSaGlpyerqalpaWjIpKYmKioqCbeXm5lJdXV14d964caOVAyAWi5mbm0tPT0/BLhwcHKilpcWysjIOGDCAL168oI+PD1esWMHnz5/TxMSkhQMgbSNPT08WFRXR3Nyc5eXlVFFRoZeXFw8cOEBlZWWmpaWxU6dOLC0tpYyMDD08PFq8h8hPjGhDhgxp4Qw+ffqU/fr1o4qKCk1MTFq1k9R2LSwsKJFIGBERwd27d3PBggVMSkoSqKJtbW0ZExPDrVu3ct26dYyPj+fAgQNbfCNWr17NnTt3MioqisOHDxe+EWlpaVyyZAkDAwP58OFDOjo6sqSkhKampszKyuLcuXN58uRJhoWFceLEicI3Ij8/n9OmTRNswd3dne/evaOJiQmLioro4uLCmzdv8vjx4/T09OStW7faHIA2/MvR5gC04d8GUgfgypUrXLp0KQ8dOsSwsDC6ubkxLy+PAwYM4Js3b4TZncuXL3PGjBnMzs5m//79mZ2dTXd3d0EIbN68eUxPT+eAAQOYl5dHNzc33rx5k4cOHeLSpUv56tUrDh48mAUFBRw/fnwLIbD4+HgOGzaMhYWFHD16NJ89eyYIgUVFRXHkyJEsLCyknZ0do6Ki6OnpSX9/f0ZERLCpqYmDBw9mbW0tp06d2qqe+vr6LCws5NixY3n37l1u376dPj4+TEtLY2VlJQcMGECSguAU+ckBAMCCggLKyclRX1+fixcv5u7du4WZ5vz8fA4ZMoRNTU2sqalpkad0RtPMzIwPHz4U+OEfPXok1MXQ0JBjx45lZGSkMOvr7OwsODH5+flcv359KwdAS0uL79+/58SJE7l7924CYHp6Ort169bKAQgMDOTTp085evRoNjY2srq6mrNmzfqiPdTW1rJfv368evUqN27cyFmzZlFfX1/gyAfwRQegpKSE9vb2rK6uZkNDA3fu3MnU1FROmDCBhYWFHDZsGMlPdLgXLlxgTU1NK4rPL60AdO3alfLy8uzUqROXLl3KpUuXMjk5mebm5kL7iUQi6urq0t/fn66uriwsLKS2tjatra2ZkpIiiMLdunWLbm5ufPfuHQcMGMD09HR6enry5MmTvHz5MsViMUeNGsXCwsIWddm+fTufPHlCiUTCgQMHUiKR8OXLl8Js/JIlS1hYWMjKykphBrumpoahoaGMiorirFmzmJuby+bmZlZVVTEtLY1bt25lQ0MDFyxYwPLycpaWlnLkyJEUi8Wsra3l0aNH+ejRI44dO5b19fWsrKxkfn4+vb29WVdXx/Xr1zMpKYkSiYTW1tasqqpiSkoKd+3axbVr1zI2NpYSiYQDBgxgZWUlxWIxQ0JCeObMGUGsr3///sIM7I0bN3j06FFOmjSJiYmJHDhwIPPz89m5c2dOmTKFO3bsYIcOHaioqMicnByamJhQXl6ec+fOFWxTT0+PcnJyLCgoEChYpZS5X3IApLawdu1aof3q6+vp5OTEmpoa1tfX09fXl3FxcbSzsxNWAJKTk7lu3Tpu2LCBenp6gm6AoaEhFRUVhTw7duxIBQWFLzoAGzdu5Lt371hZWcnm5mamp6dz2bJlPHPmDMPCwujk5CQIWZWVlQnaDStWrOD9+/dpbm5OAC0meD53AJqbm4V+SUxMZPfu3Xnjxg1OmTJFoJk1NTXlw4cPBVpdZWXlVisAkZGRvHr1qvC8VFZWsqamhtbW1rx79y73799Pb29vwenq2rUrLSwsWryL5s6dK7zjKisrmZGRwY0bN3Lbtm1UVlYWVtMqKyu/+E4YMmQIKyoq+OHDB3bs2JG7d+/mokWLqK+vz9zcXPbv358ZGRmcO3cuT58+zYsXLworq59/I0JDQ3ny5EnOnz9f+Ea8e/eObm5uvHPnDoOCgrh8+XKmpKQI3wipWOSuXbta2EJhYSFHjhwpiEVu3bqVz5494+jRo1lYWCgIqa1evZoBAQEMDw8X6IzbHIA2/CvR5gC04d8GUgfA1dWVoaGh3L9/Pzds2MCIiAhOnTqViYmJnD17Nm/evEl/f39u27aN9+/fp7u7OxMTE+nu7s4HDx5w+/bt9Pf3582bN+nh4cHExEROnTqVERER3LBhA/fv38/Q0FB6enoyISGBkyZN4tOnT7l69WoeOXKEFy5c4KJFixgXF0c3NzdGR0fT29ubwcHBDA4O5rBhw1haWkodHR1WVFRQU1OTY8eO5ZEjR7hq1SpBK4H8tO0mPT1dOOrr6zljxgxqaWkJCpShoaE8deoU3717x7lz51IsFjM9PZ3nzp2ju7u7sC1HRUWFo0ePZocOHRgREcGjR48yLCyMY8eOZUlJCd3d3dnc3MySkhLu3btX2OIhPVJSUmhnZ0cdHR3u2rWLM2bM4MCBAxkTE0M3NzfGxsZyw4YNJMkrV64wMzOTOTk5LdKQDk769OlDdXV1jhw5kurq6nz27BnHjh3LsWPHsnPnzkxPT+ecOXNYX1/PmTNn8u7duzx37hxJcseOHV/8wJeVlbXI5+XLl7S1tWXHjh1pbGzMXr16CbYwduxY2tnZccqUKXz69CljY2MFB2Dq1Kmsqqrixo0bGRcXxydPngh5TJs2jU1NTS3ycXJy4q1bt1r8du3aNZqamtLKyoqampp0cHBgQkICjYyMeOfOHVpYWNDCwoJ3797lzJkzqayszIqKCjo6OjIhIUFoi6dPn3Ly5Mmsqamhra0tU1NTeefOHR46dIiPHj3ilClTWF9fLyg2S23hwYMHFIvFQl02b97MFy9e8NmzZ/Tz8xO2MdXW1tLX15fkJxXctLQ0kmxlC59j9uzZrK+vp5eXF0kyKiqKMTExwnmp05qfn8+TJ0+SJAMCAlhWVsbm5mbOnDmTJPnq1SvevXuXJOnj4yNsB1qyZAlJ8vHjx4yPj+f69esFBeX58+czNzeXZ8+e5cWLF5mdnU0vLy/W19fT0NCQ79+/57Fjx3jjxg2hDRMSEjh58mRGRkYKv128eJELFy4U9BB69erFly9f0sjIiAYGBjx37hxnzJhBeXl52tvbc8iQITx79iyNjIx44sSJVjb992PKlClsbm5mWVkZ9+zZw0ePHjEhIYHr1q0T1KkXLFjAnJwcXrhwgSEhIS1sQTrIvXDhArt168YjR45w7ty5TExMbJHP59vRZs2aJdgCST558oRxcXHctGkTq6qqOHnyZL548YJLly7l6dOnhbYYO3YsFRUVGR0dTQ0NDfbu3ZsrV65skU9iYqKg1E2Sx44dY3h4OKdNm8bExEQhHXNzc27evJnLly+nsrIyk5KSWqRTUVHB3bt3s6ysjNOnTxdUmIOCgnjgwAE+fvyYdnZ2HDVqFOPj46mqqspVq1a1at/GxkbOnz+fdXV1PHXqFKOiojhp0iTa2dlx7NixnDp1aqt7pCJj0m2V6enp3LdvX4tvRHx8PLt168ZTp079P9UBcHV1ZUlJCXV0dAQhsHv37vHEiROcNWuW4Gy1OQBt+FdChvwHVAltaMP/IqSkpMDS0hIBAQGQSCRQVVWFsrIy3r17h169eiE6Ohp9+/bFmzdvoK2tDVlZWRQVFcHCwgLPnz/HgAED8OrVK3To0AHNzc0oLS2FiYkJ4uLiYG1tjZcvX8LAwAC1tbWoqalB165d8fLlS1hbWyMuLg7dunVDZWUlGhoa0LlzZ6SkpGDgwIF4/vw5TE1NUVxcLATUubi4YPr06Xj//j38/f0xceJEFBcXw8DAoAU9YV5eHuzt7dGpUychoK1du3aIiorCsmXLEBQUhIkTJ8LIyAgJCQlCoLGUZUSKzZs3QywWo3///rh9+zbS0tJw7tw51NfXo6KiAl27dm2lvXDs2LEWdHPq6up4+/YtxowZg9mzZyMoKAhnzpxBWFgYzM3NhWDgzxmc9u3bh2XLlrViHlm9ejXOnTuHLVu2ICoqCo8fP8b9+/cRFRWFV69eYdq0aXj9+jUGDhyI69evo6am5qs84VIEBARg2bJlAD4FER8/fhzHjx9HVlZWK1tQV1dHjx49sHTpUvj5+UFOTg537tzBL7/8gpiYGAwdOhTV1dX48OEDjI2NkZKSAmNjY4hEIlRXV0NdXb1V/l5eXti/fz9IwsbGBpMmTYJIJIKfnx9WrVqF+Ph4HD16FL/99psQ5FhcXAwzMzPExMTA2toaSUlJcHFxgZKSEjQ0NDBixAhERETg3r17iI+Ph7OzM9TV1aGiooKLFy9i2rRpiI6Ohq2tLSorK1FWVgYjIyMEBwfD2dkZSkpKiIqK+m8F1QOfuNhFIhG0tbX/W+n8V/HkyRPhWbKyskJRURFkZGSgq6uLlJQU9O/fH/7+/vDy8kJ+fr7Qfunp6bhy5QoGDhyIuLg4uLi4oF27djh37hxmzJiBXr16IS0tDYMGDUJwcDCuXr2KhoYGZGVlwdnZGc+fP8e3336LVatWYdmyZXj+/DlI4u7du5gyZQr27t37xfLW1NRARUWlxW9v3ryBvr4+VFVVERERgYEDByItLQ2dOnUCSSxatAhBQUEwNTXFu3fv8Ouvv6J9+/bQ09NDdHQ0Jk6cCHd3d8yYMQNnz57F0KFDYWdnh/nz5//Dtnv58iXMzc3x6NEjJCQk4KeffkJwcDA8PDyQlpaGoUOHQl9fH5MnT8adO3ewatUqHD58GE+fPhXS0NHRaUWT+ccff0BXVxdxcXH47bffEB4ejry8PAQFBeHUqVMYP348Ro4c2SJo+OTJky30IZqamoSA7rNnz+LHH3/EjBkzcO3aNXTo0AErVqyAjIwM1q1b1yLvhoYGxMbGwtjYWAiovnDhAhYsWIAXL16gX79+MDExgbW1taCL8OjRo1b00seOHcM333yDjIwMdOjQAeHh4fjjjz8wevRoSCQSDBo0CJ06dUJqaiqsra0RHR0Nc3NzFBYWQkFBAVpaWsjIyEC/fv0QHR2Nnj17Ijc3F8rKylBTU0NOTg569+4tfHsyMjKgqakJeXl5FBYWwsrKCtHR0RgwYABSU1MFmueSkhJ8++23Ld4LnTt3Rn19vUBJu2TJEiQnJ7cgiWhDG/5voo0GtA3/dqiurhb0BsRiMVRVVVFaWgpNTU1UVlZCWVkZEokEEokEysrKKC8vh5aWFsrLy1udq6yshKamJkpLS6GqqorGxkYAn6gXKysroaGhgdLSUqipqaGhoUEYfFdXV0NDQwPFxcVo164damtrIScnh5qaGrRr1w4zZszArl27cOrUKUycOBFHjhyBSCT6Ige4iooK1NXVoaqqiqqqKhQVFUFHRwcyMjIQiUSCeFpNTQ1IYvfu3a3SqKysRLt27eDq6iqwdYjFYjQ2NqKmpgYHDx4UBunV1dUtmH7WrVsHTU1N1NfXIzg4GHZ2dnj//j1++uknAJ8GBxUVFVi9erWgNyCFl5cX1NTUWvw2ceJEgSLUw8MDenp6WLBgAU6ePInTp0/DwsICT548QUZGhkA/+ffB/8mTJ79KnQp84izn/xFFSklJwdWrV1vYgpOTk3CtWCzG+fPnMXr0aJw7dw4FBQUAPjGj1NXVCW3yH82FaGlpQUVFBdu2bcPjx49x6dIlNDY2QiwWY8qUKdi8eTP09fUxZswYBAcHo6mpCSKRSLA/GRkZTJw4EYcPH0ZISAjS09OxdetW7N+/H01NTXB3d8fevXvR0NAg2M3x48dRVFQE4BO1ZX19PaKjo/HTTz8JDt2XxOP+/PNPgRazoqICkZGRwrnz589DLBZDLBbj3LlzAD7RsUpt/78D/h+mr68hKChI+H96erpAT1tWViboR0jr2dDQAIlEgoqKCgCAtrY2mpub8fDhQ9y4cQPBwcFISkrCunXrUFZWBnV1ddTU1CAsLAz9+vXDw4cPsWnTJgQGBmLx4sUIDw+Hrq4uDAwM0L9/f8yYMQNqamoCxWtMTAwUFRUxePBgyMvLQ1tbGxoaGoJQ1tfw/v17JCQkoK6uTqA3LSgoQGBgIGpqavD06dMW7S+FhoaG8H91dXVUVVWBJLS1taGgoNDqufoapLZbUVEhsG8BwNmzZ3H//n0EBQWhvr4eRkZGmDx5Mvbs2fNFB1eK169fIy8vD9ra2igrKxO0PR4+fIiCggL89NNP2LdvnyB2pqWlhTVr1nwxLZKorq6GWCzGiBEjkJOTgylTpuDAgQMQiUSYN29eq8G/FOXl5ejQoQOGDh2KhoYGKCsrQ0ZGBuPHjwdJKCgoQF1dHe3atcPKlStbCX29f/8eDQ0NSExMxIQJEzB//nx06NABu3fvhrq6OmprayEvLy+8s6Xv8pqaGoGKtK6uDurq6sL3paqqSph8aWhogJqaGsrKyoRvj0gkgkQiQVNTE1RVVVFWViZ8e0QiEZqamtDU1NTiu1RWViZ8e0hCSUnpP81c1YY2/FfQ5gC04d8OmZmZ0NPTQ3NzM4qLi2FpaYno6GjY2NggISEBRkZGwsy3qakpXrx4ARsbG7x48QKmpqaoqKgQPogJCQmwsbFBdHQ0LC0tUVxcDBcXF7x69QojRoxAQEAAJk2ahN69eyM/Px8KCgrQ1tYWRMQiIyMFIS81NTW8efMGffv2hYqKCh49egQzMzMcPXoUixYtgr6+/hc/6oaGhjA2NoalpSVev36Ne/fuoX///vD19YWhoSFyc3Px119/wdjYGEpKShg2bFirNCZPnowTJ07g9u3b8PHxEeg8s7Ozoa2tDUdHR4GnW0FBQRBVA4AXL16goaEB9+/fx4kTJzB58mScOnUK33zzjUAPKRUpev78OQDg3r17X9QWAIBXr15h8eLFqKiowK1bt7Bz506MHj0aCQkJGDlyJADA0tISMTExaG5uxqNHj4R7b968iby8PFhbW7eiDpXi0qVLCAgIQENDA1JSUrBw4UKYmpri5MmTgi3cvHkTW7ZswebNm/HhwwdoaGhAWVkZgwcPhqurK2pqanDs2DGQFGbhvqZOvWvXLpiZmWH48OGQSCSIjo7GyJEj0bNnT5w8eRJ79+5Fhw4d4OnpiYMHD+L8+fOwtbVFp06dEBUVhZ9//hnbt2/HDz/8gKNHj7agy42MjMT333+Phw8fon379rCzs8O7d+/wyy+/QFFRETY2Nhg/fjwqKytx/vx5fPvttzAwMIBIJBKUYX/88UcAQGJiImJjYwEAAwYMEPpbSUkJ3bp1E/Ls27cvZGVlISsrKyj3du3aFZ06dfpi/f8ZHDlyBJWVlZCRkYGNjY3w++PHj1uIytna2gr/19XVFQZtjo6OWLx4MUaPHo2amhpkZGQIFI6PHz8GSfTo0QNBQUFwdXXFxIkTMW7cOKSkpGDOnDlwc3NDr169kJSUBCcnJzx9+hSqqqot3gtdu3bFsWPHoKenh8jISJw9exabNm1CZmYmfH19cfbsWaSkpGD79u0oKirC8OHD0dDQINj816CmpgZ9fX307NkThw4dQl1dHSZOnIj+/fsjNjYWw4YNE0S8pBCLxYiMjETfvn3Rrl075OfnY9SoUVBSUsKGDRugoaEBS0vLr+aZm5srCP49f/4cTU1NePjwIWpqahAcHAwzMzN06NABysrKgpbCoEGDEBMTg27duqF79+5fTbtDhw7Q0NCAlZUVJk+ejI0bNwraBoaGhujevTsSExNx/fp1+Pr6or6+Hi9evMDEiRPh6OgopLNw4UJIJBI8efIE5eXlyM/PR7du3ZCamorBgwejtrYW27Zt++Iqi6ysLGxtbbF37168fPkStbW1iI6ORm1tLe7duwcfHx9s27YNdXV10NfXx5kzZ1o5sGpqanB2dkZmZiZKS0tx8+ZNrF+/HgkJCejTpw/S09PRrl07ZGVl4bvvvkNkZCQGDBiAt2/fQktLC0pKSnj37h369u2LJ0+eYNCgQXj9+jU6dOgAGRkZfPjwAT179sSzZ8/w/fffIzExEV26dIFYLEZZWZmw8mdjYyOsZtTU1KC2thbdunVDfHw8bGxs8Pz5c5iZmaGsrAxNTU3o3LnzP1RPb0Mb/q/hf3bHURva8F+HNAbg4sWLXLFiBQ8dOsSrV6/S3d2dmZmZtLe3Z0pKChcuXMjg4GCGhIRw7ty5TEtL4/Dhw5mWlsY5c+bwwoULDA4O5sKFC5mcnEx7e3tmZmbS3d2d165d49WrVzl37lzm5eVRT0+PdXV1nDRpEu/fv8/du3dz7dq1jI6OpqOjI7OzszlhwgQ+evSI27Zt44IFC9i9e3empqZSS0tLoLLbu3cvT58+zdTU1BZ1kjJvHDhwgEZGRlRWVmZ6ejrr6urYp08fNjQ0sLq6mlVVVULQbV1dnRDM5+npycWLF7Nbt2589eoVbWxsaGBgwMbGRl65coWHDx9mfX09Z82a1SrA8OjRowTAiIgI6unp0crKilZWVkxMTOSiRYu4efNmPnnyhE1NTdTR0WF5eTnHjh1LkkLQKUlqaWkJ5ZkyZQrXrl0r1MXKyora2tp8//69sD/21q1bXLx4MdPT09nc3MzU1FR6e3u3Svfv8Pf3JwCamZlRQUGBGRkZFIlE7NOnD/ft28fp06czKyuLBgYGwr7v9PR07ty5k3V1dVy2bJlAJdnU1MTy8nLW1dWxtrZWyGPUqFGsqqpqEdxrZGREkUgkMMoA4MyZM3nixAkCoImJCd+8eUORSMTx48fz0aNH7Ny5My9fvsyJEycKe32lMQDR0dE8evQo6+vrOWDAANbV1TErK4seHh6sr6/ngQMHGB8fz3nz5rGmpqYFLee9e/f47NkzkmRJSQnFYjFdXFxIslVd/o6QkBAmJSX9J564fx4VFRWtAqVJCgGyn6OkpIRr165tde3Hjx9JUmCrOnbsGN+8ecOSkhKBYSomJoYBAQE8e/Ysk5OTWVpaysLCQoF218PDQ3iGGxsbW9hCQ0MD/f392blzZz558oTjxo1jdnY2FRQUOGfOHB46dIh+fn4cN24cAbTobwBcv369EGz/9yD6O3fuMDo6muXl5ZRIJC1sLCIighERES1sobKykmPGjOG9e/eop6fH+/fv083NrYVdGxkZcf/+/V9sb+l7gSTLy8s5btw4FhQUsKmpiU+fPuWmTZu4c+dORkRE0MXFhbKyshw9ejQjIyOpqanJjh07tqibjo5Oqzy8vLxYXV0t0CBHRERQX1+foaGhdHFxYVJSEjU1NQWKUG1tbd65c6dFf0okEpaVlbWwazs7O1pZWfHt27fs06cPY2NjWwXUi8XiVs/opEmT+PHjRzo4ODAjI4MmJibU0tLi4cOHOXHiRObn57cof3JyMs+dO8fKykrOmDGDNTU1VFBQoKKiIr28vOjv78+rV68KsUHSd9y4ceN48+ZNnj59mtOmTRNisaQMao8fP2ZQUBA9PT2Zm5tLPT091tbWsn///oyJieGOHTu4fPlyvnnzphXTmTQgPCkpiRYWFqyrq6OhoSEzMjK4bNky7tq1i9HR0YLttcUAtOFfiTYHoA3/NpA6AEOHDm1BA5qamsrevXuztLRUYN2R0oBKKd7Kyso4cOBAJiQkCDSgUoq30tJS9u7dm6mpqS1oQB0dHVlcXEwLCwtmZmbS09OTx48fFyjeZGVlqaOjQ1lZWWpoaHDdunVcu3YtY2JiOHDgQCGQVUrjJxaLOWfOHGppaVFXV5daWlp0dHRkeHg49+7dy7q6OiGorLm5mXV1dUxKSqKOjg61tLSopaUlUGqampry+fPnAu3ns2fPaGdnx4qKCn78+JHOzs5samqiWCwm+WnAIP1gSo+AgAAuWLCA6urqLCoqora2Nt+9eydQNF66dEmgwKyvr2dzczOTkpJapKGlpUV5eXkWFRVxyJAhvH//PoOCgjh79mympaWxtraWenp6AmXi59SFn9OHxsfHt0pX2ka6urrU1tbmsWPHWFtbS2traxYXF9PS0pK1tbWsq6vjoUOHePfuXUokEuGDK83v8zb4EvXq7t27W9TFwsKCycnJ9PDw4I4dO3j37l0OGTKERUVF7NSpEzMyMjhr1iyeOHGCoaGhrKurY+/evVlTU8O8vDzOmDGDdXV1FIvFbGhooK2tLauqqiiRSASKxc+pM6VtIHV8pIOfL5W3qamp1UC7sLCwVdt96RCJRFRVVf2nrpW2vba2tmB/0t/+/v//7KGurk55efkWv30p6PtLFKyfP0sSiUSwofr6+lbtS35yipqbm5mTk8N58+YJzFmTJ09mYWGhQKs5fvx4hoWF8cyZM5w2bRozMzPZsWNH1tbWMiUlhR4eHty7dy9FIhFfv35NMzOzFuXftWtXi375Up9Jn6G6ujpWVlbS0dGRYrGY27ZtY3R0NOvr66mtrU1zc3O+fv2as2bN4oEDBwQNid69e3+xPd+8edMqv6tXr/Ls2bMUi8Wsr69ndXU1u3btKtAZ79ixg/fv36e1tTWLioqoqKjYKt3U1NQW7dvU1MS6ujpu2LCB8fHxbGpqooaGBvv06SPQ2+7cubNFGubm5i36U5qGNOA2NzeXGhoaXL9+PZcsWcL4+HgaGRm1Ksu1a9eE9quvrxcG43V1dUIQ9siRI1vYrZeXV6tnv7a2ltnZ2Zw8eTLPnTtHVVVVysnJUVtbmzIyMuzXrx8TExNb0IDa2dmxvLycFhYWTE9P5+LFixkYGMjw8HCBKtrExITZ2dmcM2eOQAPq4uLCoqIidu/enfn5+Zw6dapAAzp9+nTm5+eze/fuLCoqorOzcwsa0Nu3b7c5AG34l6NtC1Ab/u3g7e2Ny5cvQ1FREfb29li7di1u3ryJoUOH4o8//sAff/wBAwMD9OvXD7t370ZISAhsbGwQEhICf39/9OnTBwYGBvjjjz9w9OhRDB06FDdv3sTatWsxcuRIKCoq4vLly/D394eDgwPCw8OxaNEiuLq6oqysDJGRkVi9ejU6d+6M1NRUfPPNN7hx44ZQPhUVFaipqaFjx44APi1ny8jIgKSwPJySkoLy8nJUV1dDRUUFq1atQkxMjBAj0NjYiIkTJ8LS0hJ79uxBWVmZsE+6oaEB9+7dw+jRozFv3jysXbsWMjIyuHfvHoyNjaGsrAxFRUXIyckJ6SkqKqKiokJIp6ysDGvXrsWYMWPQv39/iEQiyMjIQE9PD3PmzEFRURHevn2Lt2/fAvi0jURGRgZKSkot0igrK4OOjg709PSQlpYmbAFQV1cXgmXT09NRWlqKZcuW4cyZMxgxYoQQzAxAiKv4e7qvXr2CiooKHj58CA8PD+Tn56NLly44deoULCwscP/+fbi5ueH58+dQUlLC9evXkZubCzs7OyQnJ+P9+/dYunRpizaQ1uFz1NfXC3kWFBTg9evXGDZsGE6dOoVNmzbBxcUFf/zxB3r27InMzEw4Oztj+vTpKC0txfPnz5GRkQElJSXU19dj5syZWLJkCXbs2IF9+/YhMTERDx8+BEkMGzYMioqKiIqKwtWrV+Ht7Y3KykqhHNL94/Ly8mhqaoK8vHyr8srJyUFOTq5F+UUiUau2+9JRX1+Pmpoa4W9pm9fV1UEsFgv7taVtX1ZWBjs7O+zYsQNlZWW4du0atLW1UVNTg7i4OFRXV6O5uRlNTU2oqamBnJwcysvL/8NyVFVVoampqcVv/EL8hby8vLCNCfi0n7yxsREKCgrCORcXF0Gdt6ioCGvWrIG8vDw2b96MvLw82NnZobS0FJ6enti7dy9CQkJw69YtyMnJoampCcnJybC1tcWWLVsQERGBnJwcLFmyBC4uLkhKSoKxsTF69+6NkJAQrFq1CmFhYXB3d8fr169btJ+6unqLfpH2mTTeSE5ODkuWLEFFRQUGDBgAOTk57N+/H+vWrcPSpUtx6NAhlJWVQV5eHuHh4fj++++FveYkYWJigrCwMKioqLRqT4lEIuRXWVmJuXPnYtSoURg/fjyWLl2KmpoaYdvOr7/+CldXV8jLy+Pq1auIjY1F7969kZeX1ypd6fNCEs3NzXjz5g12794NGRkZSCQSODg4IDMzU3g3BAcHY8WKFa3SAT4FAzc3N0NOTg5jxoyBRCKBiooKdHV1cf/+faxfvx7fffcd/P39v1iW+vp6LF++XKgv8GkrY1RUFFRVVfHnn3/i9u3bSE5ORnl5Obp164adO3cKz7702TI3N8fYsWOxYsUKvHnzBosXL4ZEIkFcXJwQr6OkpCSUV1FREeXl5cL7U1FRUYilkpeXR1VVFZSUlFBRUQElJSWIxWLIyclBQUEBtbW1wjllZWU0NDQIdtvQ0ACRSISKigqBeEAad9DQ0NCK5KENbfhXoM0BaMO/Hf744w84ODhALBbj2bNnWLp0Kby8vHDx4kWsXbsWLi4uKCwsRHJyMmbNmoUVK1bgr7/+wooVK+Dh4YHU1FQUFhbCxcUF69evx8WLF+Hl5YWlS5ciMjISYrEYDg4O2LlzJ86cOYO5c+di3bp1uH79OtTV1dG3b18cPHgQ79+/xy+//IL09HR8//33QvnevHmDmzdvtmAJefnypRAI2L9/f+jr62PQoEEoLy/HN998Az8/vxaDICUlJVy6dAmlpaWt9sLX19dj5cqVOH78OM6ePQt9fX1cuHABiYmJGDJkCCoqKnDq1Cnh+tLS0lYsPQAwd+5cREVFISYmBm/fvhX2sZ4/f14I4DUwMAAA5Ofnf7U/srKyoKWlhevXr2PZsmUgCTs7OyEIeurUqWhqasKiRYugoqKCnj17Cvt1SaKwsPCL6f7yyy8oKipCUFAQDA0NcezYMZw+fRpbt25FaWkpFixYgKNHj+LmzZtwcnKCiYkJRCIRLl26BIlEgi1btgj7iysqKtDQ0PDVOlhYWEBZWRm//PILdHV1cf78eYwbNw7bt2/HqVOnsHPnTpSUlCAvLw9ycnI4ceIEtLW1MXz4cPj4+ODOnTuYNWsWgoODoaamBmVlZcyZMwfXr19HdXU13N3dce7cOTQ2NsLS0hJOTk5YtWqVsAe+oaEBPj4+QnkOHz6Mjx8/frW8/1WYm5tDVVUVMjIyePDgAQDgxx9/xLJly7Blyxb069cPAwcOhJ6eHgYMGIBLly5hzZo16NSpE+bMmYP8/Hx89913MDQ0xMCBA7Fp0yZ4e3tj1KhRuHLlyj8duKqlpYWuXbv+p8peV1cnBJtWVVWhvr4eISEhEIlEAD4Fq69cuRLV1dVYuXIlRCIRIiMjMXfuXISGhgqxJuXl5cJ7QTqY/PwZS0tLg6WlJbp06YL09HQh1sPPz08IpldQUBAC6UeNGgVXV9cvljkvLw/nz58HAGzcuBFqamq4du0afv31V+jp6aFv374IDg6Grq4uFBUVIZFI8Ouvv+LGjRvQ1tbGu3fvsGPHDsyYMQNGRka4d+/eP2yjdu3aYf/+/bh06RKioqKwbt06tGvXDs3NzcJgXlNTE7///jv69OmDHj164M6dO9DT0/tqmk1NTVi4cCG6desGQ0NDODg44OrVq/j9998xa9YsHDhwAJ6enjhy5EgLhrPPkZaWhjt37gAAevbsiby8PDx//hxDhgyBjIwM9PX1sWTJEkyaNAkuLi7CpICVlZWQxr59+6CtrY3p06e3chhNTU2hoqKC8ePHC46Yl5eXcH7NmjWoq6vDgwcP0LNnT5SUlEAkEuHDhw+wsrKCqakp+vbt+w/b9l+Jzx3dNrThfwptVteGfzsMHz4ciYmJkJWVhbGxMcLCwjB37lwcPHgQbm5uePbsGTQ0NNClSxc8fPgQM2bMwIEDBzBjxgw8ePAAenp60NDQwLNnz+Dq6oqDBw9i7ty5CAsLg6mpKWRlZZGYmIhx48bhyJEjmD9/Pi5fvow+ffqgvr4eWVlZGDFiBDQ0NODr6wt1dXU4OTkhLS0NmpqauHv3Lu7fvw93d3ehzP369YOdnR2AT8FxKioq+O2335CXl4fDhw+DJPLy8jBkyBDIyckhOjoadXV1LVYWAMDd3R0ikQhOTk749ddf4e3tjdu3b2P69Om4desWFi1ahICAAKSkpAj33LlzB7W1ta3a8eHDhzA2NsbSpUsxePBgnDt3DtOmTcPy5cuFlRTpDN6+ffta3T927FhoamoiPDwcNTU1uH79OhQUFJCQkIBXr17h559/xpEjR7Bw4UIEBwejU6dOGDRoEJ4+fSowuzQ3N+PYsWNf7Od79+6hXbt26NmzJ/bs2YNVq1bBz88PW7Zsgba2NpYtWwY1NTX07NkTf/75JyZPnoySkhIEBARAVlYWnp6eQlpRUVFCXb4Ed3d3tG/fHr6+vqiqqsLhw4fx/PlzyMrK4vfff8f333+PBQsWYMiQIbh27VqLe5ubm/HgwQOcO3cOw4cPR/v27QUnYvny5cjMzMT58+dx+PDhFow8t2/fFliIRCIRfv/9d1RUVKCwsBBeXl7CCtJ/Bra2toLT9jnFq4mJCfr164fJkydDX18fJNGnTx9MmjQJcXFxuH37NubPn4+oqCj4+PhAWVlZCFYeNmwYbG1tMXv2bGhpacHX1xeqqqro1KkTFi5ciNu3b+Ply5cYMmQIJk6cCOBTgO/o0aOF/F1dXSESiaCgoIApU6bAyspKYJn6Z6GiogI/Pz8AnxzqDx8+COeeP3+O2tpa3L17F6mpqcjPzxfYjpYvX476+no8ffoU33//PYYPH47w8HDMmDGj1cBr0KBBWLFiBXbu3Al1dXVER0fDxMQEBw8eRGxsLKqqqrBu3TqoqqqiV69emDx5MkJDQ3H48OEvlrlr166YOnUqAODq1au4f/8+9u3bhz/++AM3b94UZpYnTJiAvLw8TJs2DR4eHpgyZQosLCxw7949XL58GWPGjIGamhr8/f2FtHv16gVzc3Ph7+bmZsTFxQnsMt26dcOBAwcEFjHgkyOvpqaG5cuXIyQkBO/evcPu3btbMHH16dMHpqamwj0KCgo4cuQISkpK8PHjR5iYmMDNzQ2nT5/GokWLsGfPHmRmZiInJwf29vYAgClTpkBBQUFIo0ePHsLq4KxZs3D06NEW7WRvbw9vb2/MnDkTzs7OkJOTg46OTgsbBoCEhAScP3++hcMWFxeHOXPmoGfPnli1ahVUVVVbDP4BwM/PDyoqKhgwYAACAgJw5MgRjBgxAk+fPoWHhwd0dHTg6+v7xT78n4B0haINbfifRGtOwja04X853r9/L8xYVVdXo1OnTkhPT8c333wjsN5IaQ7bt2+PjIwMgQu6ffv2wqBLW1sb2dnZ+Oabb5Ceno5OnToJWzLatWuHvLw8GBsbIy0tDZ07d0ZZWRlkZWWhoqKCgoICbNy4EU5OTvD39wdJYYZt06ZNuH//Prp3796C9hD49LEyMDCARCJBamoqrKysMH36dFRUVKC8vBwVFRWQlZVFWloarK2tMXXqVJw5cwbTp09HZGSkwN7z8eNHrFmzBiRRUlICAPDx8UFwcDC2bNmCP/74AxEREUK+p0+fRk1NDfz8/LB7926MGzdO0EDw8vLCiRMnICsri/Xr10NfXx+//PILZGRkkJqair/++guGhoYICgrC27dvYWNjAzU1NRgYGEBJSQmvXr2CpqYmPDw84OzsDHd3d/zyyy+Ij4+HsbExcnNzsWLFCnz8+BHl5eX48ccfce/ePYHpQltbG0eOHMHw4cMhJycHCwsLnD59GsCn2cesrCw4OjrCxsYGBw4cAADs3LkTY8eORWZmJrp27Yr+/fujtrYW7969w9atWyEjI4Ps7GwYGBgIM7CZmZlftCcNDQ0EBQVh5syZGD9+vNCfQ4cOBfBpBSUjIwPbt28XygUA33//vTBQzsjIgJycHDZt2oTGxkaBXUcsFuPt27fo2bMn1q9fDwDCQMjNzQ1XrlxpsboiHdiOGDHin3waPmHp0qUICAhA586d4erqivXr1+Pbb7+FhoYG5s6di4iICHTo0AG+vr5YvXo1fv/9d+zcuRMFBQV49eoVpk6dimnTpsHPzw+vX7+GRCJBWVkZFi1ahJSUFEgkEmRnZ6OxsREpKSlQUFDAsGHDoKqqirq6OoEtxszMDDt37sT+/fvh6OgIZWVl6OjooHfv3oLj1L17dyQlJaGoqAju7u549OgR9u3bBy0trf9UnRMTEwF8WkVauXIlzp49KzggALBgwQIAEJ4lT09P5OfnQyKRYOHChbh37x5kZWWxbds2dOzYEUZGRjAwMBD6fdeuXUhPT4eNjQ1kZGRw584d+Pr64rfffsOqVauwY8cO7Nq1CykpKVBVVW31rP8dbm5uePDgAXbs2IGmpiaoqKjAwcFB4Id/9uwZvvnmG2EbUkVFhcCpn5+fj6amJuzduxfXrl2Di4sL0tPTUVdXh8OHD8PY2BiNjY3YuHEjQkJCMHLkSCQlJcHT01NwHBQVFeHl5YXbt29DQUEBP/74I8aMGQOS6NevHwoKCtC7d294eHjg1KlTOHjwYItVmh49euCXX35BdXU13r9/jw0bNqBLly7Iz8/HH3/8AZIoLi7G/PnzYWFhgb/++gtr1qxp1S4yMjLYunUrZGVlsW7dOhgaGqKhoQE9evSAtbU10tLSoKCgAE9PTwQGBgoOFAC8ffsWVlZWUFRUxJIlS2BqagpLS0ucOnUK06ZNE1Z1V61aBV9f31Z579y5E6qqqgJTlZOTk2DXr169+s+YXxva8G+PNgegDf92kIp7lZaWoqamBubm5ggPD8dPP/2EW7duoV+/figsLIRYLEa3bt3w7NkzjBkzBjdu3MCQIUPw9u1byMvLQ09PD7GxsRg1ahSuXbuGYcOGITU1FaqqqtDW1kZKSgp++OEHXLt2Dfb29oiPj0f79u0hEomQmZmJ4uJihIWF4Y8//sCDBw9w4sQJfPvtt4I4lpTm7XNI91PfuHEDV69exbJlyxAZGQkDAwPo6upi6NChkJWVbSGmA3yi/du1axd+/fVXXL9+HZcuXUKHDh1gZGQEZ2dndO/eHdu2bYO3tzeampoQHh6OCxcutGq71NRU1NfXIycnByYmJli0aJEw27969Wr4+fmhoKAAmZmZEIvFmDFjRqstOqamppg6dSpOnTqFgIAAxMTE4NSpUzhy5AgWLVoEY2NjREZGwt7eHu3btxcGw+3bt0f79u0BfFpRuHr1aot0LSwssHTpUhQUFAjbdTQ0NPDrr78iMDAQJSUlWLlypbB32sLCAk1NTcjJycGgQYMQGhoKW1tbYf/suHHjkJCQ8FUhpT59+mDkyJF4/Pgx1q5di9jYWNy4caOFLaipqWHZsmVISUkBSVy4cAF79uzBb7/9JnDWp6enY+bMmVi9ejV27NiBgoICfPz4UZgNHT9+/FdteevWrV+kmbxy5coXr582bRpqa2tx8eJFABDEzby9vbFixQqIxWKUlJSgoaEBVlZWAn3jyJEj8fHjR2HfdnNzM9zd3WFlZQUPDw8cPXoUgwYNwu+//45Hjx4hLCwMISEh6NSpE1xdXSEnJ4ecnBycPXsWYWFhOHHiBI4fP4558+YhLCwMpaWl+OOPP+Di4gIPDw+sXbsWW7duha6uLmpra/HXX3/hwoULcHV1xbfffouysjLk5eVBJBIhICAAc+bMwalTpwTHZ+LEiZCTk8OZM2e+2nZ/x44dO764qiB9lrS1tZGXlwdFRUVoamoKq1SvXr3C0KFDUVtbC3V1daxZswYBAQGora1FQEAAbt68icbGRqE/AcDT0xPr1q3Dnj174OPjg71792L48OG4du0aXr58iVu3bmHUqFEtyjF06FDBFuTk5ODg4ID09HTU1taiffv2+Pnnn9GxY0fk5uZi//798PDwwOnTp9GuXTu8fv0aoaGhWLx4Merr69GhQwfIyclBJBLh7t27CAgIEPIJCgrCDz/80GL7TEpKCpqbmyEWizF9+nScOnWqxTvuzJkzePDgAbZs2YI9e/bAwcEBoaGhSEpKEtJwc3PDb7/9BhkZGWRkZOC7777D1atXsXXrVqxcuRIXL17E2LFjUVRUhNWrV6Ourg4vXrzA8ePHW7RDTk4ONm7ciE2bNmH48OEIDQ1t0W+enp7YsmUL3rx5g6qqKuTl5QnnpPoeYrEY6enp6N69O/r37w9tbW388ccfaG5uhqenJ7Zt24YbN260WkGtr69HQEAAvLy8BP0MqV1/7Zn7n0DbFqA2/L9Am9W14d8O0iBPOTk5fPvtt7h27Ro8PDzw+++/w9XVFVFRUcIWoPDwcEyfPh27d+/G9OnTcf/+fXTu3BkaGhqIioqCq6srfv/9d3h4eODatWv49ttvIScnh+TkZIwdOxb79+/H3LlzERISIswyZ2dnY+TIkbh8+bKgBbB//35hID9//nzMmTMH/fv3b1X2EydOwNnZGf7+/jh79ixGjhwJkUiEFy9eQF9fH0ePHv3ifv1x48bh/v37KC8vx/bt2zFr1iwkJSVBR0cHmzdvRlFREWbMmCEEoP3666+t0khJSUFoaCiuXLkCZWVlqKqqory8HF5eXjh06BAWLlwI4NNe6v79+2PgwIEtthgAgI2NDby8vLBlyxYkJSUhICAAnp6eCAoKgqOjI1JTU9GjRw/Y29tj+fLl6NGjB1xcXAB8En4KCQn5Yp/a29tj5syZ2LJlCwICAnD//n1MnDgRt27dgp+fH4YMGYLXr18L7SCRSLBr1y6oqKgI2gLDhg37p/agKyoqIi4uDhkZGbhw4QLGjBmD6Oho7N27F9bW1ti3bx+uXbsGMzMzyMrKCrYwadIkfP/995gwYQIuXboEMzMznDt3Dn369IGioiIWLVoktN+AAQOE/GbOnPnFPv1noaamhqioKACftkU9fvwYN27cQOfOnbF+/XrU1NRg9+7duHjxIi5fvozBgwdDV1cX27dvx7Nnz7B7926cOXMG169fx5IlS5CamorY2FhMnjwZ58+fR3l5Oa5cuYLq6mpYWloiJCQEO3bswPTp0xEQEICSkhK8f/8eu3fvRv/+/XH06FGcOXMGy5cvx/Pnz9G1a1f4+/ujb9++EIlEmDNnDvbv3w9ra2vY29tjwoQJMDQ0xJYtWxAbG4uAgAD06dMHo0ePxrhx43Dnzh2UlZVh/fr1MDIywtWrVxEREYGHDx/i0qVL6N69O1JTU//DdvpSIDHwabA4Z84cAMA333wjzGrPmTMH8vLymDNnDjQ1NWFoaIjU1FScP38eEydOxLJlyzB16lT07NmzxWoaAIwYMQJxcXHYs2cP4uLiMGrUKJw9e1YImv+PxMOkMDAwgJmZGXbs2IHS0lLExsZi0qRJsLW1xdGjRyEjIwMDAwNERUVhwIABCAkJwe3btxEQEIDQ0FBcuHDhn+KMX7BgAaZOnQo3NzdkZ2dDQUEBiYmJwjtu2bJlwqy+dBtiVlZWq3SMjY3RvXt3/PLLL4IK9sSJE7Fx40Z07NgRW7ZswYABA9CpUye8evUKJ06c+GJ5PD09ISMjA2VlZejp6aGoqAgvXrzA8uXL8euvvyIuLg4RERE4dOgQTE1NW2wnAz5tS3J1dUWXLl0QFRUFsViMBw8eCHZ95cqVVoN/4JPjNXr0aPj7+yMrKws9evRAaWkpfH19hfff/wu0bQFqw/8T/I/xDbWhDf9NSGlAhw8fzvDwcO7bt4/e3t589eoV+/fvz+LiYjo4OAg0oGvXrmVcXBxtbGxYUlJCGxsbxsfHc926dQIN6MiRI1lcXMz+/fvz1atXXL58Offt28fw8HCOGzeOHz58YK9evfjmzRvOnz+fx44d440bN+jm5saCggJaWFgwOzubM2fO5IULF3j37l2SZG1tLcVicSt+64cPH3LUqFEsKiqivLw8XVxcKBaLeejQIUZFRQm0hZ/j9OnT1NDQYHx8PLt27UoVFRWWlZVx/PjxbGxs5KpVq/jy5UuSZK9evUiSb9++bZV3p06dWFRURF1dXYpEIu7Zs4crV65kdnY2a2traWVlxZKSEs6fP1/I29nZuUUaioqKXL16NdeuXcvw8HBaWVmxtraW+vr6zMnJobKyMk+dOsVVq1YxLS2NEolE4KaXUluS5M8//9wq3Y0bN3LlypV8/Pgxhw8fTpFIxMrKSo4aNYr379/n8ePHBX7tXr16CTzocXFxPHHixBdtJj4+vkU+MjIyBMAOHToIv50+fZpTp05lRkYGLSwsWFhYSHt7e0ZERPDAgQOCJkR1dTV79+7NgoICzpw5k+QnekQ3NzdBp8HBwYGvX79mQECAUIZ/xM0/YMCAVv20bds2zp49W/j748eP1NXVpYuLCwMDAwXOdVlZWSorKzMnJ4eOjo48deoUDx8+zNmzZ1NeXp4fP35khw4dOGzYMF6+fJn+/v5cuHAh5eXl2bFjR+rq6jI/P58ikYh6enoCvW1BQQFFIhHt7OwYGRnJ9evXc82aNYyKiqKtrS1LSkooKyvLKVOm8OrVqzxx4gTd3NxYWFhIHR0ddujQgUOGDOG9e/eopqYmcMV37NiRZmZmTE9Pp0gkorq6OjU0NJiQkEBDQ0PKyMgIlIzSukupWf/OW//58eHDB8rIyHDIkCFfbGMp/aMUO3fu5Js3b0iSVlZWrKio4MyZM9nY2MjGxkbW1dVx5MiRrKuro4GBAbOzs+nl5cX9+/fzyZMntLW1ZWFhIa2srJiWlsaZM2fy5MmTBMDY2FgaGBgIdvb58SVKx8jISF66dEmgMe3Vq5dAJyvVB4mIiKC9vT2rqqqoqKhIBwcHRkRE0NfXl4sXL25hJwDo5OQkpO/l5SXoKLx//56TJk2iWCzm3r17GRERwbFjx7KoqIhWVlZ8/fo1p0yZwqNHj1JZWblV+d3c3EiSu3btEjQ8KisrOXDgQNbV1bGxsZHr16+nlpYW5eTk2LlzZxYWFrZKJycnh+T/710VGxvLHTt2cOXKlUxPT6exsTG7du3K3NxcamtrU0VFhWFhYa3aLjc3l+vWrROoXwcPHsyamhrKy8vT0dGRd+/ebZV3XV0d7e3tW5Q3Li6OxsbGrK2tpYmJCV+/fs2VK1dy+/btjI2NZb9+/VhbWyvYwoIFCxgYGMjHjx8LtM0dO3ZkYWEhZ8yYweDgYN65c4eOjo6sqKigrq4uS0pK6OLiwkuXLvHixYt0c3NjcXExdXV1W2hCnDhxgrNmzeKDBw/aaEDb8C9HmwPQhn8bSB2AsLAwLly4UOB+Hz9+PIuKimhmZsacnBzOnj2bp0+f5pUrVzhlyhTm5+cLfN+TJ09maGgoT58+zdmzZzM7O5tmZmYsKiri+PHjee/ePR46dIgLFy7kmzdvaGlpyZKSEo4ePZrh4eHctWsXly9fzpcvX7Jfv37U0tKira0tY2JiuHPnTu7YsYNpaWkcNmwY6+rqKCMjQzU1NSooKFAkEjEmJoYjR46kSCRiVVUVx40bx6amJjY2NtLHx4d5eXmsr68XuLKlH6qVK1dSU1OThYWFNDY2Znl5OSdPnswrV67wypUrgtMgkUhYXV1NXV1dqqioUFlZmRERERwwYAA1NTVpZmbGjIwMenp68siRI3z06JEwgJUKhTU3N/PGjRu8e/cunZ2dqaGhQRkZGYHvW8oNr6OjQzk5OdbW1tLCwoL19fV8+vQpT5w4IZSnd+/eAjf/58eoUaMIgJqamsJg8uLFi1RWVqaGhgZzc3NpbGzMqqoqTpw4kY8ePeKxY8coFovp6OjI6upqYQDR3NzM5uZm+vr6Mi0trUU+z58/p7KyMlVUVCgnJ8e8vDx2796d79694+jRoxkaGkplZWXGxcVx5MiRVFBQYHV1NSdMmMBnz57xwIED9PLyYn5+vjA4GzNmDOPi4njgwAGuX7+emZmZgo1Keeubm5u5ceNGxsTEtKr750e/fv2oqalJGRkZqqurU0FBgSoqKlRTU6OcnBw1NTUpLy8vnFNVVeXZs2fp6uoq6ELo6uoKdq2jo0MFBQW+f/+e2tratLS0ZGpqKnV0dKiiosKnT59yyJAhrKqqoo6ODkePHs1Hjx7R39+fK1eupLa2NnV1dVlaWsohQ4bwxYsX1NbW5qVLlzht2jRqaWmxvLycvXv35suXLwU7ePr0KR0cHFhSUkJzc3OmpaVRXV2d+/bto6enJ7W0tPjx40fq6OjQ2tqaz58/5/bt2+nt7S3YQE1NDY2NjRkbG8u1a9dy06ZNlJeXZ3Z2tjCoVldX5/z58+nv7y+0i7y8PDU1NWltbS1oBHytvc+dO9dCrEqqT5Gens5NmzZx7969gjiglG/e2dmZT58+5YEDB7ho0SLm5eXRwMCANTU11NLSEhwAFRUVKioqUlNTk6WlpZSVlaWamhpXrFhBHx8fPn/+vEVZpNz0nzv8ZmZmrKmp4bhx49jc3MyTJ0/y/v37HDduHEtKSlhXV0dtbW1qaGhw27Zt9PHxoZqaGmVkZKijo0MZGRlOmjRJyEOqk2FmZkaSzM7O5urVq3n48GG+ePGCP//8M2tqaqirqyvobaiqqvLu3bscNWqU8OxraGgIDoC0vMOGDWNjYyPLy8vZoUMHbty4kX5+foyOjma/fv1YXV1NBQUFqqurc9asWQwMDKSCgoLgAEiflYSEBPr5+XH16tVMSkpiU1MTlZWVBbsOCQnhuXPnWrSdVPfg0aNHPHv2LJcuXcrMzExaWFiwuLiYI0eO5MOHDykSiaigoMDExER27tyZTU1NlEgkTE1N5e7du+nr68vU1FQOHjyYampqLCsr488//8yQkBAePnyYc+bMafGNcHJy4oMHDxgUFCSIGUonTkaOHMknT57Qz8+Pq1atYlJSEvv378+ysjIOGTKEsbGx3LhxIzdv3syYmBja2tqyrKyMffr0YXJyMn18fOjv78/Hjx/z+++/b3MA2vAvR5sD0IZ/G0gdgJ9++om3bt3ivn376Ovry5iYGI4ZM4ZZWVmcOHEiw8PD6efnx40bN/Lp06d0cnJidnY2nZycBJVMPz8/hoeHc+LEiczKyuKYMWMYExPD1atXc9++fbx16xanTp3KzMxMjhw5kgkJCezWrRtXrFjBdevWUUVFhZWVlSwqKmJJSQldXV1blbepqYn6+voMDw/n7Nmz6e3tzZiYGJaUlNDBwYFFRUUkP30AL126JNynr69PWVlZmpubEwC3b99OHx8fpqWlCaIyTU1NfPLkCQ8cOMCqqqpW6rmNjY08duwYN23aRBcXF5qZmTErK4u1tbUcOHAgo6KiuHv37hb3jBo1qlUdnJ2dmZiYSE1NTb569YrDhg3j+/fv+f79ezY0NLBPnz7CQGP69OlfFHTKysr64sytpaUls7Ky2K1bNz5+/Jhbt27ljh07GBERQWdnZ+bl5QlKolLBn1evXv1DG3FwcCAA9urViwD4888/c9euXQwMDOS8efOooKDArKwsWlpaUlVVVRi0hIeHs6mpSVidaWxsZGVlJS9dusSkpCSWlpYKwlMlJSX/sAxSrFu37quz1tLD3Nycb9++pa6uLuPi4rhy5UquX7+ewcHBHDBgANPT0+ng4MDk5GQuWrSIJ06coLa2Nu/fv8+mpiZqaWmxuLiYqampnDdvHmtrazllyhRhpUc6Q1tZWck9e/YwKiqKNjY2zMzMpEQiYXx8PDdu3MibN28yNDSUjY2N/PjxI0eOHMny8nJ6eXmxqqqKhw4dYmRkpKAKXVVVxTlz5rCyspLV1dVcsmQJExMT6eDgwMzMTE6fPp1hYWEMDAykj48PY2NjOWrUKGZlZdHNzY0PHjygv78/N2zYwKioKI4dO5bZ2dm0tLSkg4MD9+3bx5CQELq5udHCwoJZWVns1KkTnz9/TkNDQ27evJkuLi6Mjo6mjo4OMzMzaWZmxokTJ3Ljxo1fbe9Nmza16KOmpiZBSflzlJSUUCKR8OPHjxSLxYItJCYmsrS0lKNGjeL79+9ZXFzMZcuW8dixY7x8+TJnz57N9PR0WltbC3bduXNndu7cmWpqarSwsKCsrCytrKw4evToL9pNUVERxWIxKyoqWFNTw9WrV7OgoEBQ+y0pKWF8fLzgANy7d49OTk7MysqioaEh792716refxe/q66uZn19vWDX0me6oqKCx48f5/379zlq1CimpqYKz/6qVatalbW5uZnFxcXC335+foyJiRFmzTt06MC4uDh27dqVvr6+nDJliuAAfI67d+8yKiqKS5YsEZzTpqYmRkZGcvPmzVy0aBG7d+9ORUVFAqCBgUGrNGbNmsW3b9/S0dGRRUVF7Nq1K318fOjr60sVFRVaWVm1EpY7cOCAoHbu4ODAtLQ0mpiYUFtbmx06dGBoaChdXV2ZlZXF0aNH88WLF/Tx8WFgYCDDwsIE0TgHBwcmJiZy6dKlPH78eAtbsLe3Z2pqKufPn88zZ87w9OnTXLBgAV+9ekV7e3u+efOGs2fP5uXLl3n06FEuX76cFy9ebHMA2vAvR1sMQBv+7fDzzz8LolkWFhYICQmBj48Pdu7ciV9//RUPHz4UeMZv3LiBRYsWYfv27Vi0aBFu3LgBQ0NDaGlp4eHDh/j111+xc+dO+Pj4ICQkBD169IC8vDxiYmIwbdo0+Pv7Y+3atfjzzz/h5eWF69evw9TUVKDJMzc3h6KiIkxNTb/IZ19WVoZdu3bhwYMHwp7U/fv3Y/369Vi/fj3S09PRq1cvIbhNCmVlZWzdurVVehMmTMC3336L+vp6xMbGwtXVFUeOHGlBiQh8Yg3ZvHkzzp8/j+LiYuzbtw99+/b94j7pN2/eoKmpCTdv3vxie2/evBk1NTXYsGEDXr16hd9++w3Dhw9vQTWakZGBgIAA7N+/X+CvT09PR1NTE9atW/fFdHft2oUNGzYgKysL+/btg4WFBbp3746DBw/i4MGD8PPzQ0NDA3bs2IG//voL1tbWMDc3R1paGiQSicAC8yXs3bsX6urqaGhowNGjR4V95/PmzYOlpSUeP34Mc3NzdO3aVbCFR48e4dq1a+jTpw8qKyuxf/9+2Nraol27dti6davALBUYGNgqv+Tk5K/uQf8curq6GDJkiPD3xo0bsX37dhQXF2PSpEno06cPQkND8ccffyAjIwPr16+Hr68vpkyZAnd3d0RERMDHxwdubm64e/cuxo0bh0GDBgH4FB9w9uxZGBsbIzk5GRMmTEBCQgLMzc0RGBgIOTk55ObmwtraGps3b0ZUVJTAnvLdd9/h9evXuHfvHjZs2ICtW7dCWVkZP/zwAw4fPgwXFxfs2bMHlZWVcHV1RXZ2NpYvXy6k8/333+PEiRO4du0abGxssHHjRty4cQMyMjIYM2YMli9fjosXL8La2hq7d+/GyZMn0bFjRwwYMABbt25FcHAwevfujf3790NeXh579+5FZWUlTExMEBgYiM2bN6OiogKXLl2Ch4cHLl26hGfPnmHHjh2oqqrCrl27sH79epw/fx4hISHo2rUrfv75Z0Ej4GuQk5MTWKKkyM7OxpYtW9DU1IRt27a1sAUNDQ1s27YNly9fRs+ePaGmpoZBgwahpqYGZ86cwcqVKzFixAj4+/ujf//+WLlyJaZPny7EEuzYsQOqqqot6Dw/B0ls27YN1dXVuHLlCuLj4zFt2jRUV1cjJCQEa9euxebNm5GdnQ2RSARtbW1MmjQJs2fPhoWFBQYNGtQiWPlriI2NRX5+PoKCgvDs2TOsWrUKnp6eWLp0aYvrNmzYgJqaGhw+fLgVJae0vDt37kRdXd0XtUIqKytx9uxZzJs3D1euXMHjx49bXVNdXQ0rKyt06dIFW7ZsQU5ODpydnREZGYlbt26hS5cuuH37NpYuXYpOnTph8uTJX6yTt7c3/Pz8sHnzZrRr1w5+fn64ffs2RCIRTExMBBGzxsZGIb7h559/xs2bNxEZGYkbN25g6NChCAgIgI+PD8aMGYPAwEB4eHhg586dWLVqFS5cuIBevXpBRkYGcXFxmDJlCvz9/bF+/XqcOHECgwcPRmVlJdLT0/HLL79g79692LhxIw4ePIgRI0agsLAQ79+/h729PQ4fPoyNGzdiz549Ao10bW0trK2tW1ENt6EN/wq0OQBt+LfDmzdv0LFjRzQ3N6O4uBjffvstoqOjMXDgQMTHx6NLly6or69HRUUFunXrhpiYGAwaNAgxMTHo1q0bKisrUV9fjy5duiA+Ph4DBw5EdHQ0vv32WxQXF6O5uRkdO3ZEUlISrK2t8fTpU1haWiI5ORlmZmY4evQobGxs8Ndff8HHxweRkZHw8vLCu3fvAADPnj0TuLdFIhH69u2Lrl27Yv78+UhISMDy5cvxyy+/YPfu3Xj58uUX6ygWi/HkyZMWv/3555/YuHEjlJSUICcnh379+qGsrAw//fSTwP3+OYyMjGBmZoZevXohKSlJEN/6O6Q0j3/99dcXzx86dAgqKioYPXo0fvvtNyxZsgTTp09vcc2dO3eQmJiIadOmoaioCMAnSsvm5mYcOnSoVZrz58/HxIkTYWNj00IA63PY2tpCTk4OJiYmMDIygrW1NYBPVKrNzc2t2keKNWvWwM7ODqqqqujZsydMTU2xePFibN++HV27dsX69etx5coVDBgwAK9evcLHjx8xbtw4FBQU4MyZM1i7di2UlJSgq6uLoqIiZGVlCb+FhYVhzZo1KC0txZs3b4Q8o6Ki/ikHQEtLC1ZWVhg7diwsLCzg7OyMPn36YN26daioqEBRURHMzMxgZWUFX19fjBgxAhEREfjw4QNevHiBiooKWFpaYvDgwXj8+DGGDRuGX3/9FU+ePMHChQtRV1cn2PWgQYPw/Plz/PDDD9DR0YGsrCzev38Pc3Nz2NnZISEhAUuXLsWmTZtw7do1fPfdd2hoaMCuXbswYsQIgWFJRUUFpaWlQh1sbGyEoGTgUyDru3fvYGVl9V9mMzlx4gRWrFiBOXPmwN/fH66ursjPz0dDQwNcXV2xf/9+KCkpQVlZGVeuXIGHhwf09PSwb98+aGpqwtLSEosXL4a7uzvMzMxgaGiIvn37tlJ9/kcoLCxEbm4u3rx5g40bN0JRURHbt29HUlKSYNdZWVlYs2YNbt26hbVr16KsrAxhYWHQ0NCAgoICIiIisGDBAjg4OODHH39Ez5498fjxYzx58gQ9e/bE9OnTUVNTI4iS/R1XrlxBQEAAFBQU0KNHD+jp6UFTUxOJiYmQSCTCM/jXX3+hY8eOsLS0xPfffy9oS4wePbqF/sXXoK+vj3bt2mHw4MGIiorCwYMH8dNPP6Fnz56oq6tDRkYG3rx5g0GDBkFBQQGdO3fG6tWrv5iWjY0NGhoakJub2+qcgoICzMzMkJKSAnNzcyxbtkwQv5OipqYGhYWF2LdvH969e4eoqCgMGjQIL168QNeuXVFdXY1vvvkGL1++RE1NTQvRReDT96CkpATx8fH4/fffMWrUKJSUlMDPzw8eHh64fPkyhg4dil9++UVQrk5LSwPwSaita9euePHiBc6ePYuZM2fC29sbGhoayM7ORq9evZCQkNDiG/Hx40eQRIcOHZCcnCx8I6ysrJCfnw8FBQVoamoiPT0d/fv3x5MnT9CnTx+8ffsWKioqUFFRQU5ODnr16oUnT56gf//+SEtLg5aWFuTl5VFQUAATE5P/sA/b0Ib/LtocgDb820EqsQ58Giirq6ujvLwc2traqKqqgoqKivCiV1VVRWVlJXR1dVFZWQlVVVVB5l1FRQVVVVXQ1tZGeXk51NXV0djYiLFjxyIuLg7Ozs7w8fGBp6cnli9fDjMzM+jo6ODhw4eoqKiAlpYWvLy8sGzZMjQ1NQn6AlKlVeATvZuGhoZQJmVlZfj5+eHYsWPw8/ODs7MzcnJy8OLFixZ1JCnQ1AGfRJ2uXLkiOBaysrJQVVWFWCz+6sBeJBJBJBJBXV0dVVVVOHfuHLZu3Yrly5fj0aNHGD9+PG7fvg1bW1soKSlBR0fni+n89ttvCA4OxoIFC1BXV4eYmBhB8MzX1xcKCgpYtGgRiouL8fLlS/To0QMA4Ozs/FVJ+8rKSiHNz+v5ObS0tLB582b06dMHenp6SEhIQGhoKMaMGQN5efkWg9LPUVZWBmVlZWzatAmPHj1Cly5dcOvWLWzZsgU7duzAu3fvsGXLFixatAg3b96Ejo4O7ty5g7Fjx8LAwAAlJSWQlZWFra0tamtr0a1bN5w+fRoNDQ3Q1tYG8Gnm+PPB5ezZs//h4PfixYvQ0dERBOsqKyvh4+MDIyMjtG/fHmVlZZBIJIiIiICSkhJev36NxMREeHp6oqamBhs3bhT67PN6/jN2raurCwUFBcjIyKChoQHt2rVDhw4dUFJSAi0tLQwdOhQ1NTVISEiAra0tfv/9d5w4cQKHDx/GjBkzIC8vD7FYLOgHqKuro7S0FHp6evj2228Fpi1zc3Ns2LABBw8exMmTJ/Hdd9+BJKKjo+Hp6Ynt27fj2LFjOHjwIBwcHFBWVobU1FRMmjQJmzZtwpIlS/DhwwdcuXIFRkZG6NSpEx4+fIgtW7Zg3bp1kJGRgYaGBmprayEjIwORSIQ1a9agqqoKOjo6aGpqEmbKBw0ahHPnzgmCc507d8bmzZu/2j/Ap8GqoqIiHBwcoKqqik2bNgH4xMIkFotRX1+PqqoqNDc3Q1tbGyUlJdDU1MSwYcNQWVmJ/v37Y+3atfDw8IBEIsHixYthZGQkULdWVlYKysNfE6WT2pdUb0RJSQl//vknfvjhBwQEBEBRURFBQUEYOXIkiouLkZaWhpiYGJSVleHs2bPw8vIS6uzp6Sk4zVKUl5fj1q1bUFJSgry8PNTU1FBeXg4ZGRlhxUyqwquoqAgdHR3IyMh8VaNBek5TU1NYifr83LFjx/Dbb7/BysoKqqqqCA8Pb8V4I5FIUFdXh9mzZ0NPTw+lpaWCXauoqEAsFkNZWRlVVVWQSCRYsGBBCz0OkUjU4n1w7NgxHD16FKNGjcKpU6dQW1uLiooKnD59WmhXKUVrXV0dVFVVsWDBAhgZGWHFihV4/fo19u/fD1dXV0RGRmLKlClYtmwZfv31V5w+fRp9+vSBjIwMEhISMGHCBPj4+GD+/PkIDAzE4MGDUVVVhTdv3sDR0RHGxsYoKyuDpqYm6uvrIS8vD3l5edTV1UFTUxNlZWXQ0tJCTU0NFBUVhWdUVVX1H9pqG9rwfwMy/GemrdrQhv8FSElJgaWlJf7880+kp6dDX18f7du3R3h4OGbNmoUdO3ZgyZIluHTpEszNzaGkpIQXL15g8uTJ8PPzg7e3N06dOiXMdKampsLJyQm///47Vq5ciWPHjsHOzg5aWlq4cOECVq9ejQEDBiAvLw/h4eE4c+YMbG1tUVpaCkdHR3Tv3h2ysrLIy8tDhw4dEBISIvCzA58+bCkpKbh79y6OHDmC9u3bY9iwYejYsSM6d+6M3NxcqKmpwcHBAZWVlbC0tAQA3Lp1C9HR0ZgwYQLWrFmD9+/fY+XKlSgoKMCqVauwevVqYYaouroaJHHgwIEWM+JGRkawtbVFWVkZcnNzMXr0aAQGBmLTpk3Ckrq8vDy+++47qKurQ0lJCWKxGBMmTGjR5gsXLsSMGTOQnp4OY2NjxMTEQENDA0eOHMG3334Le3t7zJo1C8HBwWhsbERFRQVevnzZQjm4sbERmZmZ8PHxQVxcHCorK+Hk5ITLly9j1apVKC4uxt69e3Hs2DGQRE1NDVavXo2DBw+ioKAARkZGqKmpgUQiQX19PbS0tKCgoICkpKRW6p3Lli2Ds7Mz7t27h4ULF6JLly4YM2YMcnNz8eHDB0yaNAnt2rVDVVUVTp06hXnz5qFTp06oqamBjo4O5OXlkZOT8/+x9+dxNbXv3z/+2k0apUETlYokXOnKZbxERCJJUZdZJKVJpsxFhhJFE8mQkCFEhkgkRFHKVEmT5nmuXXvvOn5/+O116yrv9/vzve/Pfd/X/ej1eOwH1V7nOodjrXUe5zqP58GgIpuamiAsLIz6+nqoqKgwk/xv375h69at/9JeMzIy4Ovri507d2LUqFF49uwZHB0doaamxkxWzMzMEBgYiP379wP4sY2nu7sbX79+hampKYYPHw4ul4uAgABYWVkhOzsbnZ2dmDhxIoYOHYp9+/bBx8cHbDYbV65cwebNmyEmJoaamhps374dR44cgZiYGMLCwhiGvJeXF/z9/ZGXl4eIiAh4e3ujs7MTPB4PUlJSqKysZFb1iQjR0dFwcHCApKQkiouLMXToUJSUlPQYl7Nnz2Lt2rVoaGiAmpoaKisrISMjg4sXL0JZWRnz5s1DeXk51NTUUFZWBnl5eURFRUFCQgKLFi1CZWUlduzYgQMHDqC4uBjp6ekQEBCAnp4erl27hq1bt6KzsxPnz5+HpqYmBg0ahOTkZPz1119QU1ODl5cXbG1tERISgpEjR+LRo0cIDAzEkiVL8PjxY0ydOhW6urqorq7GuHHj/uW4BQQEQFNTE4WFhdDQ0ADwY9GB72xLS0tDREQEWVlZOHfuHA4ePIioqChISkri999/x8GDB7Fr1y7U1NQwE8nPnz/DxsYGs2fPxv3799HW1oa5c+fC0NCwx7mjo6N7Oc01NTUYOHAgKioqevTf9evXMWDAAAY3vG/fPhw4cAAfPnzAkiVLoKOjgxMnTmDjxo0YOXIkhIWFUVdXh/z8fFy9ehUzZswAABQWFkJFRQWbNm3C/v37ISoqCkFBQSxevBg3btyAhoYGKioq8Pz5cwQHB/eo261btyAk9D/SCTU2NmLAgAGora3Fjh07cObMGUyePBne3t4oLS1FUlISysvLeyw26OrqwsPDg3kz8P37d6iqqqKkpASKiopob29HSEgINDU1sXfvXsTExGDfvn29xm3Hjh2Mw8PvI/5b2WXLlkFGRgZiYmI9jrGxsYGlpSW2bNmCkydPoq2tDfPnz8eFCxdw//596OjoICYmBi4uLvD19cWGDRvw9OlTKCgoYMiQIYiPj4e9vT18fX3h6uqKe/fuQVNTE5KSknjz5g0OHz4MNTU1fPv2DQ4ODli6dCm6urpw8+ZNhISEQFtbG4WFhQx2trS0FC9fvsSKFSsY3DV/QaVf/fpfrv8jkQf96tf/B/GDgOfMmUNPnz6loKAg8vDwoI8fP9LUqVOpoqKC5s+fT8nJyeTr60uenp707t07MjY2psrKSjI2Nqa0tDTy8vIiX19fSk5OJjMzM6qoqKCpU6fSx48fafv27RQUFERPnz6lJUuWUFlZGU2aNIlBP0ZERFBCQgKtW7eOWlpaaMKECdTQ0ECurq4UExPTI/BOWFiYiouLaeXKlXT37l26cOECcTgcsra2po6ODgafib8F7BUXF9P48eMpNzeXnJyc6OLFi/TixQtycHDoM4COiGjZsmU9ypg9ezYlJibS2bNnyc7OjsrKyqipqYmmTJlCVVVVtGnTJob6w1dnZydz/NatW2nTpk2UlZVF2traxGazSVNTkwoLC8nX15fYbDY5OTlRXV1dr8BfPqry54+QkBC5uLhQREQESUpKUm5uLmloaDDIxdTUVDp58iSFhITQ169fqaWlpRcO9e9qb28nAwMDunfvHnOewsJCUlVVJT09PQZrePXqVXrw4AFZWVlRQ0MDM2YWFhb04sULBjFoZWVFbDabZsyY8W9t8e3bt/8yuHfz5s20efNmUlJSooKCApKRkaGioiIGTygjI0NJSUlkYWFBFRUVpKmpScuXL6fk5GQKDg4mFxcXKioqIkNDQ2pvb6dx48YRl8ulixcvUkxMDK1Zs4aam5uprq6O5s6dy5BvQkNDKTs7mywtLam6uppaW1tp2bJl1N7eTpGRkZSRkUGtra00ceJEhhjF1+HDh6m4uJiIiCZOnEhExJQbEBBAeXl5RPQDXdrc3Ez29vb06tUrunfvHrW1tTFB0oaGhlRWVkZeXl7U0dFBHA6HVq5cSW1tbTRp0iSqra2lbdu2UUdHB3V2dtL69euZtsyfP5+ysrJo7969xGazyd7envLz82n8+PHU3NxMJiYmDBKWb9dTpkyhsrIyWrx4MT179owCAwPJzs6OCgoKaMiQIYwtWFpaUkhICJ07d45MTU0pPz+/T9xlRkbGvx3/adOmUVdXF7W0tBDRDxzsnj17qKioiJqbm2n8+PFUV1dHNjY2FBMTQzdv3iQXFxcqKCigsWPHkqGhIaWmppKDgwPt3buXCfj8dzbf2dlJVlZWlJ2dTUePHqXOzk5ydHQkDQ0NqqysJA0NDbK1taULFy5QcHAwOTo6kpCQUK82hoeH9yi3u7ubWlpa6MOHDxQREUGHDx+mzMxMMjQ0ZMpVUlKiLVu2kLu7O1MOh8PpUc65c+fo8+fPtGTJEqqqqqK2tjaaMWMGvXr1ioKDgxkIQXFxMQkKCpKuri61tbX1aueECROosbGRnJycKDExkaKiosjBwYHy8vJo7NixfV5zfFvo7u6mqqoq0tDQIA0NDUpJSaHW1lZSVlbudUxsbCwREbW0tND48eOpq6uL0tLSyM/Pj3x8fOj9+/ekr69P7e3tNGTIECoqKiInJycKCQmhV69eMRhQBQUFBgPKt4WMjAwGmsC/xx08eJAOHz5MKSkpTCC5oaEhZWRk0O7du8nf35+eP39OxsbG/UHA/fpvV78D0K9/jH7GgLq4uDAYUEtLS6qpqSFtbW0qLi6mdevWMRjQ5cuXM+jMiooKWrZsGYMBXbduHX3//p20tbWppqaGLC0tGQyoi4sLw4Wvr69nEG98XOKXL1+ou7ub4fZzuVy6evVqj4eLiIgINTU1kZmZGT19+pTBTfKxn0RE+fn5vR5KsrKy1NDQQIMGDaLly5cTl8slLy8vysnJISIibW1tIiLKzc2lI0eOENH/cAAaGhr6dABKS0tJV1eX2Gw2dXV19aIGEf2YXOjq6tKbN29IUFCQBAUFezgAGhoaxOFwKCEhgaKioojL5faYAHC5XCLq7QAMGjSICgsLSUxMjA4fPkxubm49HABtbW0G38jlcsnOzo4qKyuJiJi+7Uvt7e0kKChIkpKS5OvrS46OjiQtLU3V1dWkpqZGZWVlfToAcnJy1N3dTR8+fKC9e/cSl8slHo/HnIfvGL1584YiIyP7PHdfDoCEhAQVFxczfP6oqCiytLRkMJ/6+vqMk+nr60uSkpJUWFhI2traDLrwxYsXFBwcTJs2baK8vDzS0tKijo4OxgHl19XCwoIaGxtpxIgRVFFRQWvWrKEnT57Q1atXGbQlj8djHIfnz59TREQEcblcMjc3ZyauFRUVtGnTJurq6mLGk2/XdXV1ZG9v3+ff+OPN5XIZssrcuXOZ4ywtLYnL5VJ4eDilpKRQR0cH6erqMqz99PR0Cg4OpgMHDlBubi6NGjWK2Gw26evrE4fDoTt37lBMTAyDypSTk/ulA6CoqMg4F69evSIxMTF69uwZmZmZEYvFYq4lISEhEhcXZ/4VFRXtcyL5rxyArVu3MhQuDodDVVVV5ObmRtHR0UwehebmZpKTk+vlANjY2NCgQYOooaGB1NTUKDs7m7EVQUFBEhER6eWUE/0gFf3sGPDHlsPhkLe3N2VmZhKXyyUVFRVis9n05csXEhMTIzExMXrz5g1NnDiRaRu/zT87AGPGjKH29naaP38+Uy6Hw2Em8SNGjCA2m03p6enMfeHt27c0YsSIXg4Ah8MhHo9HHR0dpKOjQ93d3ZSbm0ubNm2iU6dOMehgEREREhcXJxaLRevXr2eOX7lyJTU1NRGbzaaGhgZasWIFcblcOnjwIElKSjL4ZBaL1Wv8+OPC5XKpu7ubOBwOnTp1ilnM4ede+bsDsGbNGmpsbCQej0eNjY20ZMkSevjwIV2+fJlsbW2prKyMVFVVqbGxkebOnUtJSUkUGhrKOOnDhg2jlpYWmjp1KqWmppK/vz+Tr2TYsGEMhvXLly/k6elJ+/fvp0+fPpGuri51dnZSdXU1WVtbU1xcHF24cIE2btxIjx496ncA+vXfrv4YgH794xQUFISFCxeCw+EgMTERe/fuhbW1NZ49ewZXV1esWbMGZWVlyMjIgKurK9auXYsXL15g7dq1cHNzw4cPH1BWVoY1a9bA3d0dz549g7W1Nfbu3YuEhAQmDmDPnj149OgRFi5cCH9/f0RHR2PQoEGYMmUKjh49ivb2dsyZMwcsFguFhYXYtGkTU0f+9iD+flZ9fX0cPHiQCeCdM2cOiAjCwsLMMcrKyhAVFUV6ejrMzMzw5s0bPH/+HMePH8e2bdugpaWFpqYm5OTkAABGjBjRK4D25wy0P4vFYiE5ORnz5s1DXV0ddu7cycQs/KysrCwmaJS/X/nnMpYsWYJZs2ahs7MTeXl5WLVqFTo7O8Fms/vMPgz82O+/detW3LhxA35+fr2yg/J4PKxYsQLJycm4ceMGQkND4ezsDC6Xi/b2djg5Of3SFn777TdcunQJHh4eOHXqFDIzM2FgYIDXr1/3ChbkS0dHB4WFhQgPD8fkyZMRHR2NXbt2obm5Gd3d3bCwsAAATJo0CStXrvzluX+WpqYm2Gw2pk+fDjMzMxw7dgzu7u549OgR3rx5g8mTJ+P27dswMzNDY2MjhIWFce/ePWzfvh3Pnj3D4sWL4efnh9jYWAgKCsLExASenp549uwZZs2axeyHvnLlCu7evQs5OTnU1dUhKysLa9euRVBQEIyNjZn9x6tXr0ZNTQ3S09Px+fNnvHnzBqtXr8bBgwdx5swZdHV1gYggLi6OgIAAPHjwAOnp6XB2dkZ7eztMTEwgKyuLsLAwJCUl4fXr19i2bRuam5sxZ84cAD+2WQQGBqKzsxNcLhfXr1+HiIgI/vrrL1y/fh1Pnz6FtLQ0xowZg7Vr1yItLQ21tbVYvXo1xo4di7Vr12LLli3Q0NCAlpYWWltb8ezZMyxfvhwyMjJob2+Hu7s78vLyMHLkSNTX10NRUZHZdjRw4EA0NjZCW1ubyVZ88eJFBAYGorKyErKyshAQEMDs2bPx6tUrmJmZ4cyZM5CUlERcXByUlJSYrXRiYmJQUlL65fhyOBx0dHTAz8+P2Qo2Z84cKCgowM/PD/Pnz0dWVha2bdsGCQkJ6OjooL6+HjIyMujo6ACHw4GMjAzevXsHY2NjlJWVwcTEBN3d3di/fz8WL14MFRUVJnboZx09epQhjHE4HCxbtgyvX79GZGQkNm/ejKCgIBQXF2Pw4MH47bffICgoiLVr18LJyQmLFy9GZGQkJCUloaSk1CujMQB8+vQJoqKiiIqKQnZ2NkJCQnDgwAHs3LkTK1aswPPnz/HXX3+hoaEBUlJSkJKSwoQJE9DV1dWrvlevXsXXr19ha2uLzMxMlJaWwsvLC/PmzUNXVxe+ffsGGxsbdHV1IScnB0JCQhg8eDBzfGRkJAYOHAhjY2OwWCycP38eMTEx0NDQQHFxMebOnYumpiYoKSnh+fPnAH6QtfgZwAUEBGBiYsJQejo6OhAbGwtfX18YGBgwW7rExcWhoKAAALhw4QJzLPAjrozFYoHFYqGrq4vZsy8oKAgOh8N8r6urCwICAujs7ISgoCA6OzshICDwX8r63d3djfHjx+PIkSNISEhAXV0dVq9ejW3btv3HZfSrX/9fJfTvv9Kvfv3fJRsbG0mUffYAAQAASURBVLx69QqKiooYN24cLl68yGDatm3bhgcPHkBLSwtDhgzBzZs34enpiZ07d8LT0xPR0dEYN24cOjs7ERcXh82bN2PXrl04evQoLl68iKlTp6K2thavXr2Co6Mjxo0bh/j4eJw6dQqzZ8+GiIgI6urqsGrVKgwYMICheYwYMQKnT5+Gl5cXysrKcO7cOcyfPx/Hjx/HkSNH4ODggNmzZzN7yxMTE5n28Ikc9vb2uHjxIjZt2oSgoCAEBQXh1KlTEBQURGxsLAwNDeHj44P169dDUFCwR59UVlZi7ty5OHz4MLy8vMBms6GgoMA8tPLy8nDhwgU8ffoULBYLjo6OOHfuHGbOnMmUweFwMHfuXMjIyMDS0hKHDh1CcXExZsyYgby8PHz8+BFBQUFoaWnBokWLIC0tjUOHDiE/Px/Aj/33WVlZDB3H2NgYL168gLW1NTZs2AAPDw/s2LEDdXV1AID58+ejoKAAHz58wOnTpzF9+nTcvXsXFRUViI6ORk5ODrq7u+Hm5oasrKxedtDR0QF5eXls3LgR1tbWPWIgPDw8cPnyZbx9+xYaGhrIy8uDlpYWhISEEBYWhpMnTyIoKAiZmZmQlZXF0qVLmWMfPHjQ5/l+VlpaGrS0tMDhcDB8+HD4+PjA2NgYUVFR2L59O/z8/HD06FFkZWXBwMAAdXV1GDVqFFJTU2FmZoYpU6bg0qVLCAwMhJ6eHr5//w4PDw9Mnz4dgwYNQlFREezs7ODl5YWnT59i7969TP82NzfjwIED8PX1ZRzTkJAQbN++HYsWLYKEhASuXbsGOzs7BAUFITY2ltkzvWHDBgwaNAguLi4IDAyEr68vDh06hAULFgAAs4f654mikZERADD71fk2r66ujs2bNyMuLg4jR45EWFgYvL29ER8fj9raWpSWlmLdunU4d+4cTp48CTExMbi6uiIqKgoFBQX4+vUrGhsbYWRkhHv37mHdunU4efIk/vjjDxgaGuLu3bvw8PDAyZMnkZiYCHd3dwbtOHToUMjLy+P06dM4ceIEvL298erVK+zfvx/a2toICQmBg4MDhISE4OzsjAMHDqCmpgbPnz/Hzp07YWlpiUmTJmH//v2YNm0anJycICcnhytXrqC0tLTXPvzHjx8z7QGAkSNHMtdwSUkJvn79ii1btuDQoUPo6upCYmIiPDw8sGvXLly/fh0sFgsLFy6En58fwsPDERISgmXLliEsLAxhYWEYPHgwIiMjmWvpZy1cuBCNjY1obGyEoKAgLly4gIiICLi6uuLatWuMLbx9+xbOzs4oLi5GTU0N0tLScP/+fVhbW8PY2BgPHz7Ezp07MWTIEHR3d/ew8c7OTty4cQNHjhxBY2MjZGRkcPv2bRw8eBA7d+6Eh4cHPDw8YGlpiVGjRsHX1xfnzp1Dbm5ur7pKS0sjKioKRISDBw8iMDAQISEhGDx4MBwcHLBx40aIiIhAU1MT9vb2WL58ea/rLTExEdu3b8eWLVvAYrEYp+rLly/YunUr/vjjD5iammL8+PEwMjJCdnY2gB+LFE+fPu3zml2wYAFsbW0xY8YMuLi49Fh88fLygp+fH4SEhDB8+HDU19dDU1MTwA+aGZfLRU5ODn777TcGuayoqIjCwkKYmJggOzsbEydORHl5OURERCArK4vv379j1qxZyM7OhqGhIRPzxWKxUFJSAkNDQ2RnZ8PY2BhFRUWQk5ODiIgIKioqMGbMGHz69KnPdvSrX/+r1B8E3K9/jPhBwJs2bYKenh7a29vB4XCgoKCA/Px86OrqMsHBfFqHjIwMiouLoaOjg5ycHKipqaGhoQECAgKQkpJCeXk5tLW1kZWVBS0tLVRVVWHAgAEQFxdnVuZOnz6NM2fOQFpaGr/99hsGDBiAhIQELFq0qAdn/M6dO3jy5Ak0NDRw6NAhODk54Y8//oCysjKGDRuG6OhoLFq0CCoqKswxJSUlWLVqFVRVVcHhcPDixQt8+/YNAQEBGD58OMrKyrBo0SJoamri3bt30NPTw+HDh5mgUb5WrVoFU1NT2Nvbo6ysDFZWVrhy5Qo6OjoYVOHmzZt7TGzOnTsHOzs72NnZ4dq1a2CxWCgoKMCcOXPg4OAAFouFxsZGODs7Q1VVFeXl5fjw4QPk5OTQ0dEBXV1dhIeHw9nZuQeJaObMmaisrMTatWvh7e2N8PBw5OXlQUVFBa2trejq6oKcnByWLFkCPz8//Pnnn5g+fXqv8ZaSkkJra2uftrBt2zacPn0aYWFhqKiogJaWFgoLC3vZgqmpKRQUFHDz5k0sW7YMX758watXr7B79260tLSgvLwcI0eO7FF2a2srpKSkfmmH8vLyMDExAY/HQ2NjI2bMmAE/Pz/Y2dnh3r17uHHjBvbs2YNZs2ZBWloaJSUl0NHRQXZ2NubMmQN5eXnEx8ejvb0d69evx6lTp6Cvrw8dHR0cOXIEO3bsgISEBB48eAAbGxsICQnh9evXmDZtGgDg69evUFFRgZSUFB4/fgwTExOmbikpKRg2bNgvV7MfPXqEKVOmYODAgT1+X1JSAlFR0R6rsf87lZiYiOnTp4PL5eLz58/MJFVFRQUvXrzAlClT8OLFC0ycOBHFxcUQFRVFTEwM1q9fj9OnT2PcuHGYNGkSwsPDoaWlhalTp+Lx48cYMGAAsrKyoKenh6amJkRHRzOO9pw5c1BSUoLTp0/D398fd+7cgaysLIN9PHv2LJycnPpk9re1tUFcXLzH73JycjB06FCcP38eGzduxOvXrzFu3Dhcv34d06dPx759+xAaGsoEfk6YMAExMTF48OAB6uvrISUlhf3794PFYmHNmjU4depUr/PyyTE/Ky0tDWPHjsXz589haGiI4OBgLFy4ELdu3YKpqSnWrFmDLVu2wNXVFbt27cKjR4+gpKSEqKgopgw5OTnU1tb2KDc1NRVPnjyBh4cHjh49ClVVVdy6dQtr165FVFQUlJWVERYWBkdHRwQEBAAALl68iFWrVgEAnjx5ghkzZiAtLQ1Dhw5FXV0dhIWFcf/+fWhqasLR0RFZWVlQVFTs1U4ul4uuri58/vwZBgYGyMvLw507dzB06FDmrYavry+2b9+OyMhIDB06FKdPn+5x3ZaVleHu3bvgcDgYPHgwlixZAklJScjLy8Pe3h6PHz/GpUuXMHz48B7nrqurw5UrV2BlZYX379/D1tYWa9euxZkzZ7Bnzx4UFRVBV1cXenp62LVrFx4+fAhNTU18+PABu3btwqxZs6CoqIiTJ0/iypUr0NTU7A8C7tf/lerfAtSvf5wEBASY7Sn8//NRhQICAgyPncViobu7G4KCguDxeBAUFER3dzfz2pqIICgoCC6XCyEhIXR1dTEr6/wtEkJCQggKCsLJkycxb948EBGuXr0KU1PTPpMM8Xg85vUxv+ycnBwm2VBfqMiuri50d3dDQEAAvr6+CAoKwo4dO5hX7HxsXnd3N4ioTx43v21dXV1MojEAuHfvHtLS0uDq6vpLJOfPFA9+vwA/HAQzMzNcvHgRISEh8Pf3R3d3NzQ1NaGrqwsAWL9+fS9knaCgIDZv3oyQkBAcO3YMjo6OWLt2LZKSkjBo0CCMHDkSWlpa8Pf3h4eHB/Og5uvevXtob2/vs67bt2+HmpoaM078/r558yZSU1PB4/EgLCwMHo8HAQEBZGZm4vbt27C2toa8vDx4PB527tzZq63/icLDw8FisSAgIAADAwOIiopCW1sbFy5cwKFDhzBw4EDs2bMH8fHxUFRUhKqqKh4+fAhHR0ds2LABrq6u8Pb2ZmyAbydCQkKoq6vDtWvXsGHDBhARLl26hIULF+LMmTMgInR3dzO5AH6uM5fLBZvNZnI4TJo0qdfkv6mpiVnRnzt3bo/Jf0tLCx4/fgz6EQ/2H/fFz0pPT0dlZSXTn4GBgb/8Lo/Hw/nz55mfX716xSBQ+eJfez//zG9rdXU1zp49CyJirmN+/8XExGDNmjXgcrmIiorC/PnzsXnzZmzbtg2Ojo7o7u6GiYkJioqKsGDBAuzevRu7d+9GbW0t9u7dixkzZqC+vh5paWkQFBRkxoav5cuXM05YX+Jfp66urhAQEEBpaSnOnj2L6dOnM4kD+RowYACWL1+OZcuWQUJCAk+fPsWaNWsYp0JQUBDTpk37ZdIr4IcjWFBQwPTP8uXLISYmBnNzc1y8eLHHd/nf4d9r/o7i/FV7+O0XEhJCd3c3Zs+ejZKSEsybNw/KyspMXXV0dODs7NzjeP5WGP59jL+lRkBAADweD+3t7YiIiPhlHpCf63316lXMmTMHSkpK8PX1xcCBA7FmzRoEBwdDUFCwz/sq3z6WL18ODQ0N+Pv74+zZs0y5/DH+WR0dHXj+/Dmsra1BRFiwYAHU1NQwYMAAHDt2rH9rTr/+n1K/A9Cvf5zGjBmDsrIyCAgIQFFREZmZmZg5cybi4+MxZcoU5OfnQ1xcHLKyssjOzsb06dPx+PFjTJ8+HVlZWZCVlYW4uDjy8/MxefJkxMfHY+bMmcjMzISysjIEBARQVlaGxsZGmJmZ4eHDhwCAgoIC5OTkwNraGocOHepzD/27d+9w9OhRREdHIzAwEPPmzcPnz5+xZMkS2NjY9LmyXFBQgClTpqCzsxNXrlyBkZERnJycsGTJEgwfPhx5eXkAfmy9+Pu+fL4mT56M169fIzExEQcOHMCzZ89QW1sLISEh2NjYwNfXF52dnQB+oPrCw8MBAL6+vkhNTcWDBw/A5XLh5eUFb29vtLa2MpOWWbNmMf3X1x7iv0tXVxfl5eVoaGjAo0eP+pxYJiUlYcaMGRAUFGSSYfE1bty4Hq/nf1ZycjIaGhrg4+PDZKo9duwYJk2aBB6PB0NDQ4SGhsLc3BxXr16FtbU1s2WsvLwcDx8+BI/Hw+bNmxnueWpq6r9tE/Bj9VxSUhJnz56Fn58f3r9/j9TUVISEhCAjIwNeXl5ITk6Gjo4O3r1798ty5OTkwOVyoaGhgd27d2P69OlYsmQJ/vjjD6SlpUFdXR3W1tYQFRXF7Nmz0d3djUePHkFKSopJ7nb69Gm0tbXh3r17EBYWhoGBAVN+cHAwE8/g6uqKAQMG9JqAOjk5gYggIiKCMWPGQE1NjdkT/V+Vuro641SwWCwmRiA3N5exlwMHDqCjowMCAgI93vYMHz4cYmJiMDY2hqOjI7hcLl69egVlZWWkp6ejpKQEcXFx6O7uxoMHD6CsrIytW7eioKAA6urq2Lt3L/78808kJCRAXV0dzs7OkJWVRUFBQY+VcgUFBfz+++9obGxEdXU1IiMjcffuXYY97+3tDX9/f8ybNw/GxsYwMTGBgIAAwsPDER0dDeAH1rWgoOCX/fDx40e0trZi06ZN4PF4SE5OxuLFi9Ha2or09PQe3+XxeGhqaoK1tTXExMQwevRo2NnZobW1FU+ePEFwcDAKCgqQkZHxy/MpKipCXl4eL1++BI/Hw9OnT3tl8uXr8ePHePToEZ4/f478/HxkZmb+stzXr18jKysLz58/h5GRETZs2ABLS0sYGBggICAAAwcORE5ODhNjc+zYMdTU1ODt27c9yuHv+3/69CkGDRqE169fQ1RUFHFxcbh9+zaePXsGb2/vPhP6dXV1Yffu3RgyZAhu374NBwcH3LhxAwYGBli4cCFu376Nuro6LF26FL///jsaGhrQ0tLSowxpaWnGOUxMTISRkRHi4uLQ3NwMIsKMGTN6bT0SEhLC+PHjUV1djbKyMoSEhODEiRM4ceIEUlJSGFvoV7/+n9D/vnjjfvXrf058CtC8efPoyZMnFBQURLt376b379/T7Nmzqbi4mKysrCgpKYmOHj1K+/fvp5SUFDIzM6OSkhIyMzOjlJQUOnDgAB09epSSkpJo8eLFVFxcTLNnz6b379/Trl27KCgoiJ48eUL6+vqko6NDMjIy9OnTJ3J3d6e2tjY6fvw4vXv3jqGf8BUTE0MhISFkampKI0aMIDExMerq6qK3b99SQEAARUZGUlZWVo9jiouLacWKFXTq1CmSlpamlJQUMjY2puLiYlq+fDm9f/+efHx8iIioqamJurq6yMDAoBe55MOHDzR27FjS09Ojb9++0ezZsxnUKBFRY2MjQxLh8XjU0tJCZ8+eJRUVFRITEyNtbW2SlJSk7OxsUldXpwMHDtDevXspKyuLFi9eTBUVFdTV1UVNTU1M3Xfv3k11dXUkIyNDAGjChAl09epVkpeXJykpKUpNTSUFBQUqLi6mJUuWUGJiIh0/fpw8PT3p7du31NXVRUZGRtTU1ESbN2/uNd6SkpJM+9atW0e7d++mmJgY0tPTo8LCQhISEqKlS5fSzZs3KTAwkNzc3BgMaHt7O+np6dHXr1/p3Llz1NraSvb29vTt2zfq7u6mhoYGIvpBVPk7eaWlpaVX/757947k5ORIQECAtLS0yNramnx9fenChQtka2tLQkJC9P37dxIWFqaNGzdScHAwxcTEkI2NDdXV1ZGcnBxjC/7+/tTW1kbu7u70+fNnmjFjBrW3t9Py5cspPj6eoqOj6ciRI1ReXk6mpqYMnYSIKD4+npKTkxlbqKur69Vvzc3NxOPxiIiYdvK1f/9+qqqqovr6+n95rf2v0N/t7+/Xy99VV1dHXV1dDFa2ra2NOBwONTQ0UHd3NxUWFpKjoyOlpqbS2bNnqbOzkxobG8nIyIjq6uqIy+VSbW0tnTlzhu7du0dcLreHLXz48IG8vb1pz549lJiYSGZmZlRcXExCQkJkZ2dH4eHhpKioSJKSkqSlpUUCAgIkKChIGhoaveyhL3Rla2srcblcpr4NDQ2Ul5dHhw8fJjab3cMWmpubSUxMjPbu3UsBAQH07NkzBm+po6ND+vr6dOPGDeZ8b968IUVFRRo0aFCv8/JJY/xz5+Tk0K5du+jw4cOUkZFBjY2NJCUlRbNnz6Y3b97Q6tWrGfQoACooKCAFBQWmPDabTR0dHYyNycnJUUNDAzk5OVFQUBApKyvT69evaeHChSQqKkq5ublkZGREZ8+epYsXL/aoW1dXF2VmZtLBgwepvb2dOjo6yMjIiPLz88nQ0JAyMzN7oElnzpxJAJi2cDgcam1tpTNnztCLFy/IysqKOjs7KS8vj8TExEhFRYUUFBQoISGBsfmfdfbsWXr+/DmZmJhQc3MzycrK0qdPn0hCQoLBGf9dRUVF5OXlRWw2m5qbm2nJkiUkLCxMRUVFpKGh8W8xoJcvX6YnT56QmZkZNTU1kZycHNXX15O1tTVDhPrrr7962IKpqSklJCRQREQErVu3jhITE/spQP36b1e/A9Cvf4x+xoC6urr+xxjQ8vJyGjFiBJWXl//HGFBXV1fKy8ujjo4OUlRUZNCZfLxcd3c3jRkzhiQlJUlKSopkZGRo//795OXlRZmZmcRms0lZWZmIiEEocrlcWr9+PUlKSjIfExMTSkxMJDExMeah0dDQwOD4+NjHn9XW1kaampqUnp5OHh4etGfPHvrw4QN1dHSQsrIyg8J79eoVXb16ldzd3amiooI0NDR6nFtYWJju3r1LM2fOpMrKSgaPmZKSQocPH2YcAH49+Gx4vvi4PXl5eaqpqSFRUVESFxengIAAcnBwoKKiIlJXVycOh0MlJSW0cePGHjhJImL+n5mZ2aNu/Mn/kCFD6OPHjyQkJERiYmIkLi7OPIhra2vJyMiIUlJSKDAwkLZs2UJ5eXnE4XCovb2dJkyYQF1dXUz/8ev7dx0/frzHeSUkJMjQ0JAePXpEgYGBZGtrS4MGDaK6ujpSUVGh/Px8srOzo4iICHry5AktXLiQKioqiMfjUWdnJ6WlpdGBAweIy+UyNtPW1sbU5+HDh3Tjxg3q7Oykrq4uBp3I4XCY+v6MMuSL/7d/N5Em+sGp/3t/SkpKkqCgIImLi/f5t/9dHyMjo39b//j4eHrw4AHzMx+FyceO8vuBjyVtb2+nhQsXUlpaGgUGBhKPx6O//vqr17V09epVunPnDq1cubLHfWHx4sX08OFDOnfuHK1YsYIKCwupra2N1NXVKSsri+zt7en48eP09OlTmjRpEklISPRoU2BgYJ/t+Nn+frYFAwMD6uzspLi4OIqMjCQnJycqKChg7jd5eXnk5uZG/v7+JCgoSBISEsRisUhERKRXf+bm5vaykzt37tCNGzdo/fr1VFtby0xCzc3N6dmzZyQmJkaJiYk0ceJEkpWVJTk5uT7rTkQM6jgjI4O8vb2po6OD1qxZQ2VlZSQjI0MSEhLMtS8mJtajbiNGjGDunZGRkQwSlo8e7e7uphcvXtD+/ftpz549JCQkRMLCwr3Qv/xro6Ojg7S1tam5uZmMjIyIzWaTr69vnzbt4uLCXEv8+4ycnBzV1NSQtbU1Xb16lWRkZEhaWpokJSVJTk6O9PX1qbu7m3g8HgUFBdHHjx9JX1+fmpqaSFtbm8nN0u8A9Ov/BfVvAerXP04BAQGwsLAAh8NBQkICDhw4gAULFuDly5fYsGED1q1bh9LSUrx//x7u7u5Yvnw5kpOTsXz5cmzZsoXB061btw4bN27Ey5cvsWDBAhw4cADx8fHgcDiwsLCAh4cHGhoaMHToUOTn52PPnj2IjY3Fu3fvwGKx0NLSgtbWVigpKeHOnTvM3lphYWH8/vvvKCoqQmtrKzZs2IDU1FRm+0lrayvzefbsGe7fvw8vLy+IiIigvb0dQkJCTLCjh4dHL+KPiIgIOjo6sG/fPowaNQohISFob2+HhYUFCgoKoKmpCRaLBQMDA/z11184dOgQBg8ejLa2th7nFhUVxdKlS/HlyxcMGTKEoVqcO3cO7u7uTMZdDocDQUHBXnQNISEhsFgsDB06FGPGjEFKSgpsbGwgIiKCxYsXY9u2bUhJScHEiRMhIyPDBMU9evSI2YPc2dkJFosFYWHhHnXjB/8SEcaPH4+BAwciODgYS5cuRXt7O6SlpTF69Gg8efIEbDYbLBYLR44cwYEDB8DhcGBoaIg3b94wiL6Ojg5mH/LfxeFwepyXzWYjNzcXN27cgICAAK5du4aXL1/C1NQU6enpWLZsGezt7VFbW4tHjx7h+PHjmDx5MsaMGYOKigpcvHgRo0ePxv3797FlyxYUFxfjzz//xJs3b/Dx40d8+PAB5ubm2Lp1K+rq6iAkJIQ///wTAgICTF/zeDzGllpbW1FfX4+tW7f+cr/z39Xc3NyrP/kB2Pz+6+vv/zs+zc3N/7b+s2fPxrx585ifJ06cyOzJFxAQgKCgIHbt2oXq6mrMmDEDoqKiuHXrFkaPHg1lZWWkpaXh3LlzGDhwIP744w+UlJRg69atGDRoEBOHYGtri+TkZCxbtgw7d+5ESkoK6urq4OjoCGdnZ2bbysyZM3H58mWIi4sjMjISRUVFYLPZaGtrg6SkJFpbW5ntdT+ru7ubsT/gByWrqakJhoaGePv2LbKzs/Hq1SvY2NjAz88P7u7uaGxshIiICJYtWwZzc3Ps378fN27cwLhx40BE+P79e6/+5NsJ8CM4uaioCN++fcOCBQsQGhoKOTk55hprb2+HoKAgDhw4gLt37+L9+/f49OkTtLS0etV/3bp1aG1txZ9//gkiwsiRIzFp0iTcu3cP4eHhMDY2Rk5ODn7//XckJSXB1tYWW7du7VG3lpYWVFVV4eDBg1i5ciUmTpwIU1NTpKSkYNq0aSgoKMCKFSsQEBAAHR0dGBkZ4du3b73iksLCwpCbmwtra2u8efMGLBYLr169wtChQyEnJ4dly5ZBUlKyxz2Oj+48fPgwKisre1z7goKCEBQUhL+/P6ZMmYLW1lZ8+fKF2TrH5XLh7OyMsWPHAgCEhYXR1tb2yziqfvXrn6h+B6Bf/zitWbMGz549g5CQECZMmIDQ0FCcOXOGwf3FxMRAUVEROjo6uHz5Mvz9/eHk5AR/f39ERkZCW1sbioqKiImJgaenJ5ydnXHmzBmEhoZi8uTJEBISwrNnz7B161a4u7sjMjISoaGhOHr0KGbOnIlx48YxdREQEICSklIvig0RobCwEJKSkggNDYWuri7Mzc17tWXq1KlYtGgRTp06hfr6ejQ0NIDFYuH169c4fPhwnwFygoKCuH37NpKTk+Hj44PNmzfj1q1b8Pb2Zh6cNTU1iIyMBACcPn0ajY2Nvcqxs7ODh4cHoqOjIS8vj+joaBw/fhwuLi7w8/PDmjVrMHToUGzevBkcDgdubm59jsetW7dQX18PBwcHPHz4ECwWC0lJSXB3d4e7uzsuX76MnTt3orCwENLS0qipqWFQevb29r8cZyEhIcTGxmLcuHHw8vJCYWEhFBUV8ccffyA5OZmhFCUkJEBISIiZmNTV1SE1NRXv379nAlJv3LiB8vLyX57rZ8nKyuLmzZt4+/YtSkpKsGXLFkyePBlhYWFYtWoVmpqaUFtbC2FhYUhLS6OsrAxTp05FZmYmPD09sWfPHgwZMgQtLS3w8/ODj48PUlNT8enTJ9y6dQsuLi4ICwuDi4sLuFwuiAjXr19HQ0MDE5tx/vx5Bpe6YcMGyMrKwt/f/z+q/6+koaEBeXl5AMD9+/d7OUO6urqQlpYG8MOu/1XA6/8uVVdXg8fjIS0tjflde3s7Wlpa4OPjg66uLrx+/RpEhHfv3uH06dMwMTHB2LFj4e3tjS9fviAlJQX+/v7w8fHBpEmTkJmZiby8PISHh8PJyQkBAQGIjIyErq4uBg8ejLt378LT0xPm5ub4448/kJKSggULFiA/Px/v37/H7du3MWjQIEhKSuLatWu/rHtbW1sPgtCePXsgKSmJW7duoaOjA9HR0TAyMsLVq1cRGhqKnTt3wtXVFXFxcRAQEMCpU6fg4OAAKysrJridH3jbl3g8HjZt2sQQdkJCQlBcXIyysjIYGRmhsLAQ2traqK+vR3BwMMaMGQNbW1sMGzaMgRT8rAsXLjD1bW1txb59+zB+/Hh8+vQJubm5mDZtGtTV1REUFAQXFxfcvn27V/Ax8CO/yc6dOxnHb/z48SgqKmLucYmJiUyuk4aGBmhra4PH4/Uogx/bcevWLTg7O4OIMHPmTNy8eZP5TlRUFGO/fz+2L9LQkCFDsHv3bsTFxcHQ0JChs1VUVODatWtoampCR0fHL/u7X/36p6vfAejXP06vXr2CtrY2uru7UVBQgJkzZyIqKgrr1q1DbGws9PX10dzcjIqKCkyZMgU3b97EunXrcPPmTUydOhWVlZVobm6Gvr4+wx+PiorCzJkzkZeXh+7ubmhra+PRo0dYvXo1IiMjsWLFCgBAfn4+g8NsbW2FiIgI7Ozs+qznmTNnAIAJAiwpKWECevks/rKyMhQUFGDbtm3Iy8tDWVkZAODt27c4ceIEzp07h+Li4h7l8ng8zJ49G1u3bsW8efOQmJgIAwMDxMbGMkHCSkpKWLJkCSoqKjBv3rxepB5NTU2kpaWBzWbj+fPnaG1txfnz57FmzRrIy8tDWloaFy9eRFNTE9auXQthYWGEhob2yab+448/sHnzZqxcuRK//fYbiAgjRoxAfHw8Vq1ahWvXruHo0aPo6urCpEmTYGFhwTxsf0YR/iw+b93Q0BAjRoyAq6srXrx4wUzSgB/Eju/fv8Pe3p6xhba2Nly8eBFPnjzBixcv4OHhAQAMavXfycnJCbW1tbCzs8O2bduQlJQEQUFBbNmyBVOnTsXdu3dRXV2Njx8/QlRUFGpqakhKSsKyZcuQmpoKf39/uLm5QVNTE3V1dWhsbIStrS1YLBYePnyIHTt2IDo6mmnXzZs3wePxEBERAXl5ebi4uAAANm7cyATlXrly5d/W+19JUVERZmZmMDY2ZlY09fX1QUSQk5ODpaUlgB+c9CFDhgBAL7s2MTFh/sZPzKaiogJTU9Me59q4cSPzf21tbUyZMgUAsHLlSoiJif2X656QkMCsrnO5XGRmZqKiooLh5d+6dQs8Ho9xEmxtbXHlyhVUVlbCxsYGUVFREBAQwOrVq9HQ0IDIyEjIysriw4cPCAsLw6VLl7B48WJs3LgRGRkZqKysxNKlS7FhwwasWrUKq1atwoMHD5CRkYFXr15h0aJFiI+PB5vNRktLC2bMmPHLuktJSWHPnj3Mz25ubmhubkZ4eDiDjCwtLUVnZyfWr18PV1dXLFu2jElsx+PxkJSUBB0dHaxcuRKSkpJM3w8bNozJz8CXkJAQwsPD0draiuvXr2POnDno7OxEWFhYr3vctm3bcOTIEejr68Pd3R1//PHHL9tx/vx5DBw4EJs3b0ZkZCRkZGTw6dMnBAUFQVBQEMbGxli6dCkmTJjA5IqwtbXtsVpeVVWFnJwcfPv2Dfv372cSKC5cuBAeHh549uwZJkyYgGXLlmHr1q19vuV6+vQpHj58iMuXL4PFYqG4uBjfv38Hl8vFiBEjsGTJEjQ2NkJUVBSrV69mjktJSemFEy4oKMCQIUOwdu1aAD8WIgYMGAA7OzvIyMjA0NAQnz59Ql1dHVauXIkXL15g5cqVSE9Ph7q6OlPGzJkz8eLFC9ja2iI1NRUjR45EW1sbSktLMWHCBLx69Qrr1q3Dq1ev8Ntvv6Gurg4NDQ347bffkJycjHXr1uHly5eYPHkyYwva2tr9OQD69b9F/YnA+vWPk7S0NEPgERMTQ0NDAxQVFVFWVgZ5eXm0tLQwWyUaGxshLy/P/I3/ip2/hYf/N0VFRTQ0NODz58+YOnUqdHR0YGlpiYcPH0JRUZFhZPNX/58/f45jx47BycmJSdzCxy+qqKjg6NGjKCoqAvCD+jJ79mzk5ORg7dq1yM/Px65du9DQ0AAOh8O0RVRUFIcOHYKwsDDKysrw559/wt7eHtevX+9BHGKxWAgICEB7ezsKCgrg4OCAIUOGoLq6GgICAti3bx9iY2MxYcIEsNlsNDU1MSi+wMBAuLq6QkpKCn/99ReuXbuGiIgInD17FocPH0ZkZCSamppgYWHBUJb4dA8iQkpKCp48edJjPPz8/NDc3Izq6mqGxMFms7FlyxZoa2ujtLQUHR0daGpqYrZqLF++HIMGDfrlGCspKSE0NBRbtmzBxIkTISEhgcmTJ2P48OHw9PREWFgYAgIC8P79e2hra2Pu3LkQFxfHy5cvsX37dty5c+eXRJTg4OAeeQv49JSoqCgMHToUAQEBOHnyJDo6OrBq1SpERETg1q1bjEM3fPhw5sE/YcIExtkUExPDhAkTMHPmTNy4cQNWVlZQUlJiVq+VlZXR1dWFcePGMXbk6uoKAEyiroqKCly9evWX/fKfik/JOnbsGE6cOAE5OTmEh4fDxcUFeXl52Lp1K3bt2sW8nbCwsMCbN29gaWmJ8vJyeHt7Y9u2bdi6dSs+f/4MMzMz5OXlwdfXFwICApCRkYGXlxdevHjBJHKysrKCmJgYpKSksHnzZsTGxmL58uXo7u6GgoICBAQEEBQUhIMHD/6X3maEhYUB+IEsPX/+PPMmSklJiXGYgB8rvTU1NZg1axY0NTWRmJjIcPVramrwxx9/MHZdWFiIiooKCAoKYufOnXj8+DGWLl2KuLg4przS0lIoKiqiqqoKJiYmGDlyJHJycjBixAgICAggMDAQPj4+WLJkCeLj43tMWgcMGNArg7WzszPExcXh7e2Nu3fvoqurC3p6ehATEwOXy8WBAwdQVlYGJSUl1NbWYtasWcxWlSNHjmDfvn3MirSYmBjk5OSwbt26XtjXrq4ujB8/HmPHjsWbN2+wc+dO3LlzB4qKipCRkcHgwYORm5uLmTNnorq6GsrKykxSuZ+1bt06SEtLMzlHlJWVsWjRIgDA9+/f0d3djbCwMAb3aWFhgTt37mDTpk3Q0NDA9evXmTdww4YNw7Bhw5Ceno6uri6cPHkSwcHB0NHRQVhYGFxdXTF48GDIyMiAxWLhxIkTPepiYWGBpUuX4uHDhwy9avHixcjMzIS6ujqmT5+OmJgY5u3G169fGQrUz1vJjh8/jqioKDg4OKCtrQ3Aj6SBbm5u4HA4UFFRAY/HQ0tLC0M5cnd3x9WrV6GoqIhBgwZh8uTJ8PX1xYIFCyAjIwNra2tUV1fD0NAQp06dwrNnz1BTU4MNGzZg9uzZyM7Ohr6+Pm7dusVsK7S0tISNjQ3S09OZpHKhoaFQVlbGjBkzfrmo1K9+/a9UvwPQr3+chg0bhpqaGsjJyWHgwIH48uULTExMEB0dDQsLC2ZvqLCwMPLy8mBkZIRbt27BysoKiYmJ0NLSAo/HQ2lpKaZOnYrbt2/jwoUL2Lx5M4YPH46wsDDcuHEDwcHB2LRpE969e4eXL1/2SLg0Y8YM7Ny5E8LCwli/fj1OnjyJ9vZ22Nra4urVq1i1ahW+fv3ao946OjpITU1Fe3s73r59i9jYWFy9ehUZGRlYt24dDh48iC1btkBERAQ2NjYAfmxHkZaW7rGyKi4ujrKyMtjZ2WH16tXo6OhAVlYWRo8eDUFBQaxevRr5+fnMxICf0ZKI8PXrV0RFReHChQsQEhKCg4MDzp8/j8jISHh4eMDX1xclJSVQU1NDXFwcBAUFmSyxAwYMwIwZMxikpL+/PwIDA2FoaIgnT54gJSWFcZRGjx6NU6dO4dq1a9i6dSu8vLyQk5ODiRMnwtzcHAMGDOhzbLdt24bXr18zmNVdu3ZBQ0MDbDYbra2tOHv2LI4dO4b8/HxERUXh4MGDqKysRGVlJeTk5DBy5EgICgoy/deXPDw8euQZ2Lx5M+NU7tq1Cy4uLggJCcHx48exZMkS/P77773KGDVqFDIyMhis4bVr1+Dl5QVzc3OUlZXB3t4eKioqOH36NFasWAFBQUHo6+tj4MCBzOQ/MjKSyZzKV2FhIbZs2fLLuv8nOnnyJMTFxVFXV4f379+juLgYjY2NWL9+PXJyctDa2or379/j4cOHCA4ORnR0NPT09NDS0oKsrCx0dnYyb4eys7Px/ft3SEhIQF5eHpmZmbhz5w4ePnyIEydO4O7du7h8+TKEhITw8eNHxMbG4vHjxwgMDMSQIUPAYrFQWVnJbIV59+4d8yZgy5Yt2Lt3L+7fv/8vcZd/F79/pk6d2mvyO3jwYOYNkZGRETw8PODt7Y20tDT89ttvyM3NBYfDwe+//w5paWls2bIFx44dQ1xcHL5//47Vq1cjPDwcR48exd27d7FkyRLExcVh8uTJOHr0KEJCQrBz5060tbUhJycHEREROH78OFRVVfHmzRuYmJhg9+7daGtr6+UA8CeUwI8JbU1NDYqKiiAjIwNRUVG8f/8emzdvxrBhw1BYWIg7d+4w2wJDQkLw+PFjLFq0COrq6rC3t4e7uzumTZsGNpvdw4akpaUhKCiIjIwMTJ48GQcOHMDOnTvx5s0bvHv3rsdq/6dPn5hswcnJyXBwcGBY9xYWFj3KLSsrQ1ZWFkxMTHD//n3o6+sjJSWFcUrMzMzw559/4unTp7hw4QLu37+Phw8fYsmSJUwZBgYGOHbsGJydnZGdnQ0tLS3cvn0bpqamkJOTw7dv3zBu3DgmYd6ePXvg5OQENTU1aGpqYt68eeju7sa+ffvg6emJmJgYBp3q5eUFGxsbJCUl4fXr10hISOhlO+np6bC3t4eMjAyTPTg7OxvR0dEwNzfHuHHjIC0tDT09PeYYb29veHh4ICsrC2pqajhz5gxUVVURHR2N9+/fIyYmBtu3b8fhw4cRFxcHJSUlKCsrIyIiAhEREdi6dStCQkJw/fp1aGhooLu7Gzdv3kRQUBC2bt2KyMhInD9/Hvr6+mhra0N8fDxcXFz+5fbIfvXrf4n+z8Qe96tf/3XxKUDm5uYUFxdHQUFBtHfvXnr79i2Zm5tTfn4+LV26lBITE8nPz4+8vb3p1atXtHjxYiooKKDFixdTcnIyeXt7k5+fHyUmJtKyZcuoqKiIsrOzSVxcnPbs2UO7du2i169fU21tLZmZmRGPx6Pa2tpe9VFXV6f8/HzS09OjuXPn0pUrV+jVq1fU0NBA1tbWvUgWRES2traUmppKMjIy9O3bN1qzZg09ePCA7ty5Q01NTbR27VoGnVhfX09eXl505coVCg4OJiMjI/r06RPJyMhQQ0MDWVlZUWxsLN24cYMaGhror7/+oo6ODlqyZEmf/VdRUUHCwsI0ZswYGjRoEAUGBtK+ffsoJSWFLCwsqKysjBobG2nPnj1E9AMn2dnZ2aOM3NxcWrduHW3ZsoVGjBjBYACFhITI1taWHjx4QKGhobRr1y5KS0sjHo9HCgoKxOVyqbGxkRISEig1NbVX3b58+UIASE1NjaSkpAgAsdlsEhYWpvXr19OdO3coPDycysvLaeXKlcRms0lJSYmqq6vpyJEj1NraSnv37qXy8vJ/a0fi4uIEgIyMjCg4OJhUVVVJWlqa3r17RzIyMpSbm0tr166liIgIUlFRobi4OFq9ejV9+/aNTE1NGRpKREQEJSQkUF1dHVlaWlJpaSnxeDxqaGigly9f0suXLxkKjZmZWa96NDY29rKR5OTkXsjJvj7x8fGkqqpKeXl5pKamRo8ePSIHBwdydXVlxuXbt2+kpKRESUlJJCsrS2FhYWRtbU3JyckkKytLBgYGNHbsWLp27Rpt376d1qxZQ4mJiaSsrEzfvn0jTU1Nio2NJWdnZzp8+DBJSUlRRkYGiYuL07hx42jGjBkUGhpKQ4YMIWlpaXr79i1JS0uTmZkZvXz5kmRkZEhFRYUA0MuXL0leXp5yc3NJVFSUtLS0CACpq6uThIQEff78mUREREhdXZ3i4uL+oz5ISUnp045u3brF/FxVVUVdXV1UU1NDHR0d1NLSQs3NzeTk5ETNzc1UUlJCS5cupa9fv5KHhwddvnyZnj17RsuWLaP8/HwyNzent2/f0u7du2n37t2kqalJaWlpJC8vT/n5+TRmzBiysrKic+fOkZycHI0aNYqEhYVJQkLil/bHtwUOh0NNTU107Ngxevv2LdXW1pKpqSnl5eWRo6MjsdlsOnXqFMnKypKuri7l5ubSpEmTSFRUlEaMGEGbNm2i9evXU05OTq9ztLe3M6jSmpoaMjU1pZaWFjI2NiY2m01BQUH06NEjGjduHOXm5tK3b99ITEyMtLS0GFvIz8/vUWZnZyeDaOXbtYyMDJWXl1NCQgJt376d/Pz8KDo6mkaNGkUGBgakpKTUq2583Ku5uTlxuVx6+vQpHT9+nA4cOECvX78mKysrhnikra1NACg6OrpHGbm5ueTm5kZsNpsCAwMpPj6eVq5cScLCwvT161cSExOjw4cP9zp3ZWUl05aWlhbas2cPASA9PT0qKCigpUuX9jqG33/t7e20du1aevDgASkrK1NkZCTp6+uTgYEB5efn0/LlyykhIYGOHz9OXl5e9ObNG7K0tKSCggKytramFy9ekI+PD/n4+FBSUhLZ2NhQfn4+WVhYUEpKCnl6elJAQADFx8fTggUL+ilA/fpvV78D0K9/jPgOwIMHDxgMaHx8PC1evJiqqqpo1KhRVFRURHZ2dgwGdMWKFVRWVkY6OjpUVlZGy5cvZzCgdnZ2VFRURCNGjKCxY8fSp0+fGJwd/0FUV1fHIAb/LnV1dZKXlydtbW16+/Ytg35cv349lZSU9NkGW1tbkpWVJRaLRfLy8jRjxgzi8Xh06tQpevPmDRkbG1NraysREXV3d1NnZydduXKFJCQkSEREhGRkZIjFYtGUKVMoIyODPD096ciRI/T582dis9nU1dVF1dXVfT7IRo0aRQoKCvT161datWoVhYeH06NHj8ja2poqKytJV1eXQe09fPiQnjx50qsM/gROXFycWCwWw0QfMmQI5eTkkLS0NIWGhlJHRwdZWFhQa2srgxEkIgZ5+Xd9+fKFtm3bRjt27KDk5GTS1tamIUOGME7L9u3byd/fnzIyMmjq1KnU1tZGbDabeDwevXjxguHC/4zIrKurIycnp17nEhcXJw0NDcrIyCAJCQkKCwujpUuXkoyMDNXV1ZGsrCyZmJhQUlISHT9+nFxdXSk3N5fGjh1LdXV1NHfuXHr16hUFBASQh4cHFRUVUXt7O40aNYoaGhrI3t6euFwucblcsre3p4aGhh59kJSU1GtCw9evHAABAQECQCwWi1gsFklLS5OQkBDJysqSgIAAycjIMOPC//7Pf3NwcKCAgAASFRWlQYMGUU1NDSkoKFBeXh5JS0vTsWPHaPPmzTRo0CCqqKggFRUVGjNmDGVmZpKYmBiJiYlRamoqTZs2jURFRamsrIxERERo165d5OnpSUlJSWRiYkJCQkJUXV1NgwYNovXr19OxY8cIAA0aNIgEBQVJVlaWANDy5cspNDSUrl27RiYmJiQjI0MCAgIkICBAgwYNYtrKb7+wsDBVVFQQANq4cSN5e3v36QDwkZ98jR8/nsmXsHHjRnrw4AE9efKEOjo6aOrUqcThcJj7QmdnJx05coQyMjJIX1+f2tvbaciQIVRUVESioqJ06tQpWrduHRUXF5OSkhLJy8uTvr4+vXz5kiQkJJi6lpWVkaysbJ/jS0QMe57Pm+dwOOTk5ERVVVXMxH3atGn07t07Cg4OJgcHB/r8+TNjf/y+ERUVJTExsT4dgGfPnlFsbCw5OTlRXV0dtba2kr6+PpMj4OTJkyQtLU25ubk0ZswYxlYAkLi4OImIiPRyAIiI4uLiKD4+nrFlPsbyr7/+onv37pG4uDhJS0tTQUEBycnJMYsZP8va2pra2tqooaGBTE1NKT09nXx9fcnDw4Nyc3NJU1OT6urqSEtLi1JTU4nFYtHNmzeZ47u7u6m7u5uysrJo7969TP99+/aNFBQUSFtbm75+/Up2dna9zq2rq0t1dXXk4OBAsbGxFBMTw+SDUFVVJW1t7V7H8FGz/HtjUlIS+fn5kbu7OwkKClJVVRXp6upSfn4+OTo60sWLF+nBgwf0119/UUVFBeno6FBJSQmtXr2abty4QdeuXSNbW1sqLi4mHR0dqqysJBsbG3r48CFduHCBnJycGCe43wHo13+n+h2Afv1jxHcAjIyM6Pnz5xQUFETbtm2j7OxsMjAwoLq6OjI2NqaUlBTy8fGhffv2MRPGuro6mjp1KjNp9vHxoZSUFJo9ezbV1taSoqIiycnJkYuLC508eZJev37NPGjGjRtHPB6P2tvbe3zGjx9PdXV1pKioSDIyMuTp6UlEPx4YM2fOZHj0P38cHR0pPz+fdHV1qbq6mpYsWUJv376liIgI2r17NxUXF/c6JjIykkRFRendu3c0ceJEkpCQoMbGRlq1ahXdunWLoqKiyM7Ojurq6mjs2LFERH3Wd8yYMVRTU0NycnIkKipK4eHh5OnpSUVFRTRp0iRqaWlhJkp88ZM58T8fPnzoMekzNjamIUOGUFVVFVlZWVFCQgJFRkbSjh07qLS0lAwMDIjNZpOZmRl9+PCBQkNDiYgYdjv/k56eTlJSUiQlJUUiIiIkJydHdXV1NGHCBPr06RN5eHgwDgCbzaaxY8dSe3s7WVlZERHRlStX6M2bN71shsvl9uoHdXV1ZoLMnzS/f/+exo0bR4qKijRu3DjKzs4mJSUlOnXqFLm6upKSkhK1tbXR2LFjKT8/n9zd3YmIyMvLi4qKimjKlCnMan52djYdP36csQX+eEycOJGZ4LW1tfWqV3t7Oz169IgAkJSUFAkJCZG8vDxJS0tTfn4+CQsLk6+vL7m5uZGMjAyVlZWRmJgYTZo0id6/f0+SkpJ05swZxrHV1NQkFRUV+vLlC8M6f/78OZmbm5OgoCApKCiQmZkZvXjxgiQlJenp06c0d+5cUlBQ6GHXXl5etGfPHpKVlaXi4mIaNmwYaWpqMiutioqKJCoqShUVFSQrK0sKCgo0ZcoUevDgAYWEhJCTkxPJyMhQdXU1KSkpkZ6eHiUnJ5OkpCRJS0uTsLAwM95aWlqUnp5OkpKSdPbsWVq7di0JCAiQvLw8sVgsEhISImlpaQJACQkJffbhz5+fHUL+WPj6+jIJ4bhcLk2bNo1J2BUUFESfP38mU1NTYrPZjC1s3ryZgoODKTExkSwsLEhJSYm5bwwaNIi8vLxox44dJCQkRAoKCiQpKUnd3d096tKX4/vixQu6efMmUze+nZmbm1NHRwedOnWKkpKSaOnSpaSoqMjY5/v370lMTIzu3LnTy5Y6Ojp6tXns2LHU3d1NxcXFtGfPHiZB1sKFC6m6upp0dXXp27dv5OTkRGfPniVRUVHKz8/vcZ3+XK69vT01NjbSqFGjqLm5mVatWkVJSUl04cIFcnR0ZGxXSUmp15jwczrw6/Tx40fy8/OjPXv2UH5+Pk2ZMoUEBARITk6OREREyMvLq0cb5eTkqKqqipYvX06vXr2iGzdu0JYtW0hJSYlqampISUmJlJSUyNnZuU97YLPZlJ2dTSdPniRfX18SFhYmeXl5UlNT6/O6NDExITabTePHj6fS0lJSUlIiCQkJevnyJU2bNo0UFRWZtzevXr0iPz8/2rVrF338+JEmTpxIdXV1ZGhoSGlpaeTt7U0HDx6kt2/fMgns+Pe4HTt2kL+/P7148YIMDQ37HYB+/ber3wHo1z9GfAfg+vXrtGPHDgoLC6O7d++SnZ0dff36lebPn08fPnwgd3d3unjxIt24cYOcnJzoy5cvZGpqSl++fKGNGzfStWvX6OLFi+Tu7k6ZmZk0f/58qqiooKKiInJ1daXAwEB6/fo1Ef3YNkNEVF5eTgBIWVmZ5OXlCQA1NzeTnJwc8Xg8ev78OV24cIHZNlNVVUVcLrfPjLLjx4+n9vZ2UlZWJg6Hw2R5bWxsJA6Hw2yb4H/c3d3J29ubJCUlqbGxkTnnixcvKDw8nCIjIykvL69HXxUWFjLH87MS5+TkkJmZGaWnp9P27duppaWFOWdFRQWZm5v36vMlS5YwK44GBgZkaGhIN2/eJCUlJdLW1qaMjAzi8XikoqJClZWVtHv3buYNRk1NzS+TVpmbm/doo7W1Nd25c4f8/PzIzc2NPn36RGZmZtTc3Exz586l9PR0Cg8PJzabTQ4ODn2uTvaljIyMXmOQm5vLbJuxs7OjY8eO0dOnT2n58uVUWFjYY6tEcHAwPXz4kOmjjo4OWrVqFTU0NFBrayuzwllZWdlnkrGf1dTU9MvtLIKCgkwmWAB07tw5Gj9+PGVlZZGwsDCNGzeOzM3N6fDhwzRs2DB69eoVqaqqkpGREWVkZNDMmTPp6tWrpKioSLdu3aJly5ZRXl4ejR8/niZOnEh3795ltgCVlJSQkpIS8Xg8Sk9Pp23btlF4eDjFxMSQvb095eTk0Pz586m0tJSeP39Ovr6+dPjwYXrx4gWzbWHx4sX06tUr2r9/P7W1tdHq1aupsrKSFBQUqLW1lcTFxUlLS4txAJKSkmjhwoWUl5dHenp6ZGFhQefOnaPo6GhydHSk7OxsEhUVJX19fTI2NmbacufOHdLU1KTc3FwCQJMmTaKwsDBSVVUlGRkZ0tPTI0FBwV/2a0tLy78cE/713dnZyWS5bmhoIC6XSxUVFdTe3k6urq6UlJREp06dIj8/P3r37h3xeDySlZWl6upqevv2LSkrK9PNmzdp6tSp9PHjRxo0aBClp6cTAGbi/p9M5iwsLKi8vJyqq6vJz8+PHjx4QHfv3qWysjLq6uqiwsJCWr58Od28eZOOHDlCO3bsYNo6YcIEAkCWlpb/sq1sNptaW1uZN5VWVlb07ds3WrVqFUVFRdHx48dp8+bN9PTpU1JWViYBAQEaN25cn28V+Qnw+G9K/f396cmTJ7RixQr69u0bUydZWVkaMmQIAaDv37/3KKOjo4Oxhc7OTqqsrCRTU1P6/PkzOTs7M7bw87iqqqr2aAsRUXV1NZP1vaysjK5cuULKysokJyfHHMdms8nW1paIiJnsW1lZUUNDAxUXFzNZ1vnOCwCqqqoioh+J0Wpra4nNZlNISAg9ePCAbG1tKTc3l8zMzCgjI4O2bt1K586do5s3b5KDgwNlZ2czbXFxcaErV67Q5cuXmXucqakp5eTkkL29Pd26dYvOnj1L27Zto+jo6H4HoF//7erHgPbrH6fHjx9DT08PXC4X2dnZWLRoEUJDQ7F9+3ZcunQJU6dORX19Pb5//47Zs2fj7Nmz2LlzJ86ePQsTExOUlpaivr4eU6dOxeXLl7F9+3b4+Pjgy5cvUFFRYeg3wI9AVx6Ph+fPnwMATE1NGdQdX01NTTh9+jTMzc0ZDn1oaCiD5FRQUPglLrC1tRVxcXGorq7GqVOnGIrOz3ry5AnU1NQwcuRI5nctLS04efIkrKysMH/+/D4T+fBlZ2eHoUOHwsfHB25ubrC2toacnBzOnj2Lp0+f4vHjx/D19UVMTMwvyxASEoKnpye+fv2KwsJC7Nq1C4cOHcKiRYvA5XKxZMkSNDQ0YO7cuUz+gYiICHC5XLx///6X5a5ZswbAD6pIQ0MDLly4gHXr1sHGxgY3b95Eeno6DAwMIC8vD21tbVRVVcHFxQUnT54Ej8dDVlYWgB95D5qamn55HkNDQygpKWH58uUYPXo0pk2bhtWrVyM3NxcqKiqIiIhAQEBAjwDJ0tJSCAgIIDMzE21tbfD398enT58QGBiI2NhYZGVlMYjWoKAgEBGAH/x3Ps7138nGxgbCwsKQlJTEtm3bMGzYMBgYGGDdunUYNmwYfv/9d0hISCA+Ph7p6ekMWcfNzQ2Ghobw9PTEn3/+CSkpKXz58gXOzs5MkisDAwM8e/YM+fn5yM7OBpfLRWpqKnPuzs5OODk5YfHixWhubsbLly/h4eGBOXPm4ObNmxg1ahSeP38OeXl5KCsr4+nTp7C3t0dAQAA2btyIx48fY9iwYbhy5Qq0tLTw8eNH2NjYIC0tDa6urvD29gYADB06FJaWlnBycsLJkyfh5+eHzs5OvHz5EkVFRZg7dy6mT5+O7u5uHDt2DOLi4rh79y5z7dbU1ODw4cMQExPDkCFDsGHDBlhYWGD8+PHYvn07JCUlsWrVqv+ov/njyg8C9/PzAwA0NDQgKSkJwA8yU319Pfz8/JCTkwNfX1+UlZWBiGBvb48tW7ago6MDFhYWMDMzAwDMnTsXBQUF+PbtG44ePdojB8CsWbNgbGzcZ12amppQU1PD/Lx79274+/tDSkoKixcvxvjx45GdnQ0vLy+8fPkS/v7+WLNmDS5cuIDs7GzIyckxgdBHjhz5ZZu7u7tx8uRJAEBJSQkuXboEdXV1fP78GdeuXUNQUBCWLVuGyMhIZGVlQVFRETY2NqioqIC9vX0PnGlZWRlD0PH19cWLFy8QFRWF79+/Q1JSEkeOHIGZmRkCAwNx8OBBAD8SuS1cuLDPun358gW1tbUYMGAAHj16BF9fX2zfvh2WlpbYuHEjYwt9qbi4GJ8/fwYAmJub4/r169DW1oaXlxciIyMxf/58/PnnnwyhSlhYGKdPn0ZeXh6T7G/06NF4//49jh49Ck9PTwA/AshNTExgamrKBGhzOBxEREQgLS0NLBYLDx48wP79+zF9+nTcuHED69evh42NDWpra5GSkoItW7bA1NQUt2/fxuLFi+Hg4IDc3Fzk5+fDzs4ONjY2uH37NubMmYPt27fj9evXaGxsxOLFi3HgwIFfjmW/+vW/Sv0OQL/+cVJVVUVdXR0EBAQwcOBAFBYWQldXFx8/fsSIESNQWVmJAQMGQEJCAqWlpdDR0cGHDx+go6ODkpISiIuLY8CAAaisrMSIESPw8eNH6OrqorCwEAMHDoSAgAAkJSXx6NEjHDp0CESEz58/Q09PD83NzZCSksKwYcN61au5uRlWVlZQVlaGl5cXk5RLUlKSIfH8XcLCwtDQ0EBDQwNWrVoFWVnZXt9RV1dHa2srGhoacPr0aXh5eeHGjRtwcHDAq1ev8PTpU7x8+RJsNhtEhOjoaAA/Hrrz589Hfn4+2tra8NtvvyE9PR3t7e0MR93S0hKCgoIYNWoUkxiKj0P9WQcPHoS5uTkmTZrE4AWrqqoYPOno0aPx9OlTfPr0CUZGRkhNTYWDgwMGDBiAzMzMX46lnp4eZGVlMXHiRBQWFuKvv/7ChQsX4OjoiIsXL6KkpARr167FyZMnoaCgAHFxceTm5uLYsWO4cOECvn37xtSZPynpS5qamhg4cCDGjBkDISEhGBoaYu/evX06TsLCwrCwsEBDQwOMjIyYjMj6+vr48OEDhIWFMWLECPzxxx9oa2tDc3MzDh48CCLCnTt30NnZ2WNS9680atQoCAsLw8PDA6tWrYKCggI0NDSwdu1azJo1C8LCwti/fz9Onz4NWVlZrFq1Ci9evMC0adNgaGgIY2NjqKiowMfHB69fv4asrCzMzMyQk5MDDoeDq1evwsvLC/n5+RgwYADmzJnDsOL/ndTV1WFpaYnS0lIUFBTAxsYGTk5O8PPzw7p167By5Up8+fIFDQ0NmD9/Pnbu3MngEdXV1dHQ0IBnz57h+/fv2L9/PywtLaGrq4uvX7/C3NwcbW1tyMrKQklJCTgcDry9vWFtbQ1TU1MmG/L8+fMhJiYGPT09iIiIMNlo8/Ly8OTJE3z69Ak8Ho+htowbN47Ja/ArVVdXMxhYPz8/3Lp1C4qKikz27nXr1uHOnTvw8fHBp0+fUFVVhTdv3sDIyAhRUVGwtrZGVFQUQkJCmH5qbW3F169fISkpibFjx8Lf3x+6uroMMetXuRxaWlp6JOn7+PEjg+MtLy9HQ0MDBg4ciOPHj+P79+8YM2YMcnJyYGZmhs7OTowePZrJtZCWlgYZGRk4ODj0Og+LxcK4ceOY802fPh3r1q3D4cOHweFwoKWlBU9PT+zfvx/l5eWQkpKClJQUAGDkyJFYvHhxn/13/PhxfPnyBaNHj4aUlBS4XC5qamrw6dMnjBkzBunp6RgyZAiGDBmC0tJSjB8/vlfdVFVVISkpid9//x3nz59nkrC5uLgweTguX77cZ/9JSUkxye34kpaWRkBAAIYPH46KigpUVlZi5MiRTF6Crq4ulJSUYNy4ccjLy8PSpUvh6OgIPz8/rF69Gps2bUJ5eTnzfBASEkJmZiZERUX/pwldv1JfGcr71a//bvU7AP36x0lOTo6Z7ElISKCmpgbq6ur4/v07VFRU0NzcDGFhYYiJiaG+vh6qqqr4/v07VFVVUV9fjwEDBkBYWBjNzc1QUVHB9+/foa6ujpqaGkhKSgL4gbxUUlICi8WCt7c3nJ2d0dzcjKqqKlRVVfWZIbK9vZ1JRPXzZFRCQoJBE/5dgoKCDL4yLS2NYVf/rEGDBqGjo4Nhdefl5UFVVbVHgrDBgwczHHI1NTUA/2N1saqqCp2dndDS0kJdXR1Onz4NTU1NiIqKIj8/H6amptDT02NW+YSFhTFw4MAedeDnNOBLVlaWSWq0d+9ejB07FmvXroWkpCSam5shJycHQUFBeHl5wdbWts+237hxA9u2bQOXy8XgwYOhpqYGZWVlvH79Gu/fv4empiYKCwuhpKQEPT09PH/+HAMGDEBhYSGICGPHjmVWFbW1tZnkYn/XsmXL0NLSgtzcXAwbNgwCAgJQVVXFy5cvmay+8+bNw8mTJ3H16lX4+PjAzMwMly5dQlNTE6SkpCAoKAgNDQ2sXLkSPj4+kJOTY8ZGSEgI3t7eICIMHToUsrKyPbJF96WNGzdixowZ8PLyApvNRlFREbS0tDBv3jzcvHkT1dXV8PT0REtLC7KzsxEeHo7ly5czb5gqKiqwZcsWxMTEoKKiAtHR0dDX18fgwYORnJyM9PR0xMTE4NChQ5g/fz7Ky8vR2dmJGTNm4MqVK7hy5Qq8vLywc+dOJCYmQlxcHHp6erh06RLCwsKwd+9eHDlyBLGxsRgyZAiGDRuGW7du4fjx49i7dy9CQ0Nx9epVjBo1CjIyMoiPj4enpyc8PT0RGRmJvXv3oq2tDTIyMlBQUEBNTQ1u3rwJd3d3VFVVQVpaGtOmTUNDQwPmzJkDGRkZlJeXM3kC+NcZ3/kaPnw4BAUFMWTIEDQ2NjIOVllZGbhcLry8vBAeHo7m5mZUVlb+y77//fffmRwULBaLSRAnJiYGcXFxTJ8+HePHj8eePXt6vFng28LatWvh6ekJIkJeXh4SExNhZmYGeXl5SEhIQFNTE7m5udizZw/YbDYqKyuxadMmJoHUzxo6dChGjBiB69evo7m5GUVFRWCxWJgwYQJUVFTQ2NiInJwc1NfXo7CwkEng9/r1ayxcuBABAQFISUkB8OMa5XK5vRIH8jVs2DAICQlBVlYWTU1NTII14IeD/O3bNyQmJsLc3BwSEhIQExNDdHQ0tm7d2qMcfX19yMjIAPiRv2LDhg0YPHgwxMTE0N3djZ07d4LFYsHd3R0uLi7o7OxEZWUlqqqqeryl43K5OH78ODo7O9HV1dUjUZyIiAhWrFiBgwcPwsDAAH/99ReAH+hcUVFR5nuioqK9khzyxyokJAQ1NTVoaGjA4cOHmXN3dXWhtLS0zz7icrmoqKhAQ0MDqqurERgYiNbWVtja2jL5EPrVr/9XxCL+e+t+9ev/cn358gVjxoyBlZUV1qxZg+/fv6O2thazZ89GYGAgvLy84Ovri+XLl+PDhw/gcDiYMmUKwsPDsWfPHhw8eBD29vZITk6GiIgIDh8+jJycHOjq6qKyshKpqamIj4/H4MGDMWvWLOjo6AD48cpcSEgIjo6O0NPTg7y8PKKiohAfH4+qqip4e3szWxeAH44AP6GNkJAQpKWlsXXrVtTW1mLFihVQUVGBm5sb9u/fj3PnzjFbBerr6yEpKQkNDQ00NzcjLi4O06ZNg4+PD5NRVlxcHL/99huqq6tRX18PCQkJEBFOnjzJbGEAfqyIjxw5EoqKihg7diyOHz+O1NRUaGpq4v379/D09IS/vz8EBQVx4MAB7Nu3D2VlZb3Y5e/evcOjR49gYmKChIQEHDx4EI6OjqitrUV8fDz8/PzAZrOxe/duBAQEICgoCNu2bWNWD0tKSphMtD9rz549CAsLw549e2BqaooLFy7g7du3DC9fS0sLampqyMrKwuXLl7Fv3z50dXVBSkoKFRUVUFRU7DNbqIeHRw+mfHV1NWpra3Hs2DEmadHZs2dx8OBBWFtb482bN5CWlsbcuXOhoKAANzc3+Pv7Q1FREXFxcaioqMDq1ashJiaGFStW4OLFi0zypJ9VWloKBweHHgnG/q6Ojg50dXXBxsYGJ06cQHNzM27fvg0LCwskJiZi6tSpcHd3B4/Hg7q6Os6cOYPz58/DyMgICQkJuH79OiQlJSEpKQlLS0v8+eefKCwsRGZmJnx9fZmcELGxsXB0dMSECROgpaWFpKQknDhxApqampg4cSLU1dXh6uqK/fv3w9/fH5aWlvj27RsaGxsxc+ZMhISE4PDhwxg4cCBcXFwQHh6O4OBgTJw4EX/++SeUlJRQVVWF5ORkvHjxAps2bYKzszN8fX3R0dGB7du3w9fXFx8/fkRpaSlsbW0xf/583L9/HzU1NaipqUF0dDRGjhwJCQkJJCcnw87ODjNmzEBBQQEsLS1x/vx5HD16FG/evMH58+fh5eWFuLg4rF+/HqNGjUJ1dTW+fPkCV1dXWFpa4uXLl1i7di2zxSkkJAQXL16EqKjoL3NOAD8m/Xfv3u3xOx8fHzg4OKClpQWqqqrgcDhobW2FkJAQ/Pz84Orqio6ODmzevBl+fn7Izs7G169fmczAp06dwt69ezFv3jwcO3YMixcvhpaWVq+3gAYGBsy2ndraWkhLS6OyspJxSNhsNrhcLng8HsPD19LSwpgxY3Dq1Cl8+vSJedthaGiIuLg4mJqa4tKlSzh06FCPcz148ADCwsLMz/xFkqamJri5uSEqKgrJycmIjIzEn3/+CTU1Nfj5+aGtrQ3v37/HkydPMH/+/F4r+KdOnYKSkhKOHDmCgwcP4tixY5gxYwZUVFQwZswYlJSUQFJSEtbW1tDU1ISGhgYyMjKQn58PHo+H1NRUODs7Y9euXZCWlkZVVRXk5eWhqKiIvLw8WFpaws7ODtu3b0dZWRmmTJmClJQUDBkypJejM3nyZDx9+hRaWlooLi7GlStX8OnTJ1RWVmLlypVYs2YNs5WroaEBgwcPRmNjI8TExFBbWwtlZWUmF8OiRYvQ0tKCt2/f4vz581BQUEBJSQlUVVXBZrNx4cIFDB06FKamplBXV0d+fj6TyVtbWxsDBw5EUlIS7O3tsX//fuzZsweRkZEwMDBAd3c3MjMzsWLFChw6dAheXl44ffo0ZsyYgcbGRuTn50NPTw9Lly7F58+fMXr06F/ab7/69T+l/zOhB/3q139d/CDge/fu0aZNmygsLIwePXpENjY2VF5eTuPGjaP8/Hyyt7eny5cv0507d2j16tVUXFxMenp6VFxcTKtWraKYmBiGiDJ37lwSERGh1tZWsrGxITabTR0dHb347OXl5SQmJkbS0tIkIyNDIiIi1NzcTN3d3VRUVETOzs696svj8UhVVZXevXtH4uLiJCkpSe/evSNLS0uqqamhtrY2mjFjRq/jVFRUiMViMUFoPj4+tGPHDpKXl2cCj/lKTEykuLg4WrZsWa8ASHFxcZKSkiI5OTkSFham9vZ2qq6uJgsLC4bYQUQMHaOzs7PPQEo+b19ZWZkWLlxIjx49osjISFq1ahUpKSlRR0cHtba2Eo/HYxCHP4vNZhMAWrp0KQUFBTGBuBoaGjRixAj6/v072draUnR0NEM0GjJkCLHZbJoyZQq1t7dTcnJyD777rzR79mym3qNGjaLnz58TAJKRkaG0tDTS0NAgNptNI0aMoK9fv9KOHTuoo6ODHBwcqK6ujuTl5am1tZVWrFhBXC6XOjs7adeuXVRRUcEEG/5KIiIi/5Zdz0e58n8uLy8nWVlZ0tfXp0+fPpGYmBgFBwfT1q1b6cuXLzRhwgSGnrNy5Uq6cuUKPXz4kOzs7KikpIT09PR65YRYsWIFVVdXk76+PrW2tlJhYSG5ublRR0cHubm5UUVFBSkpKVFXVxfl5uaSi4sLdXR0EJvNpqVLl1JZWRmNGzeOurq6KCUlhU6ePEkdHR1ka2tLjY2N1NTUxOBrY2Nj6e7du7RmzRqqrKwkAwMDqqiooGXLlhGHw6HQ0FB6+/YttbW10fjx44nNZtP8+fPp1atXdOzYMdq7dy9D6qquriYjIyN69+4dqaqq0tWrV8nS0pKUlJSorq6OSktLae7cufT06VM6d+4c2dnZkaKiIhOkys8lgf9/0KmwsPC/HQ9RUdE+7fXn4PXS0lLat28fRUZG0rNnzxiiU3V1NVlZWRGXy6ULFy7QvXv3aPny5VRaWkoaGhokKChI69ato7Nnz1J4eDgtXLiQCSoFQKampv/Wnq9evUopKSnMNcq/xzk4OFBkZCSpqqqSqqoqFRcX09ixY6m4uJgUFBQIAIWGhtLixYsJQA+CDxFRREQEZWRkkI2NDVVVVRGbzSZzc3NKSkqigIAA2rFjB4mIiFBxcTGJiIjQ7NmzKSkpqVf/cTgc6urqYoLh+UHSFhYWVF1dTePHj6ePHz+SmJgYSUlJ9Tkuq1evJiIiHx8fKigoIKIfeNGGhgZasmQJcTgc2r59OyUlJZGOjg5VVVWRmpoa05YLFy5QRkYGtbW1kb6+PlVVVdGSJUsoJSWFpKSkSFxcnPLz80lNTa1PEhOfaDRu3DhqbGxkrlFpaWlKTk7uBTJ4+/YthYaG0ubNm6m8vJxaWlpIVVWV9PT06OXLlyQtLU1PnjwhMzMzampqIjk5Oaqvrydra2uKiYmhmzdv0l9//UV1dXUMRtXU1JQSEhIoIiKC1q1bR4mJif1BwP36b1e/A9Cvf4z4DsD06dMpKSmJgoKCaOvWrZSTk8NMhIyMjCg1NZV8fHxo7969lJmZSRMnTqSGhgaaOHEiffjwgfbt20d79+4lKSkpEhAQoPr6eubB6u7uTiEhIb0Y411dXfT8+XM6evQoubu704cPH0hfX5/YbDbNmDGD4b7/LB6PR1JSUjR//nyKjo6mkJAQcnBwYDjr3d3dzIOZx+MxDxoVFRWGpc13ADgcDtnY2FB1dTVpaGhQd3c3cTgc5l8bG5seD1VjY2NKSEigwMBAcnBwoG/fvpGuri51dHRQWVkZOTs7E4fDob1791JRUREzOfv7A/7t27c0fvx4kpSUpIqKCpKUlCQPDw86evQopaWlEZvNJh0dHWpra2Mci4sXL/boBzabTQICAiQhIUFiYmIkLCxM0tLSVFFRQcOGDWPK9fT0JG9vb8rMzCRdXV3q7OwkNptNRUVFtGfPnh6UHV1d3T6pO3wHoL6+ngDQsmXLKDw8nJlMSklJUVNTExkYGDBJ1a5evUpr166lkpIS4nA4pKenRx0dHZSSkkLh4eF9JnTrSz87AMLCwr0mOmpqapSZmUkAKDg4mFasWEGDBg0iISEhqq2tpUGDBtHatWvp1KlT9PTpU7KwsCABAQFqbGykadOmUUpKComLi9PDhw/JwsKCIUL9ygHgT4g6OzspMTGRzp07R25ubpSfn09cLpeGDBlCXV1d9PLlSwoMDKQdO3ZQVlYWdXd3M5N8PqPdy8uLPn/+TNOmTaOmpibS09OjL1++kJeXFwUGBtKbN2+oq6uLtLS0qKOjg3E6Lly4wKAzW1paSEVFhcrLy8nW1pYiIyOZtjQ0NDBoTRsbG7p16xZdvHiRceCHDRtGw4YNo+zsbJKUlCRxcXF68eIFjR8/nuk7QUFBWrNmDZ08eZJiY2PJyMiohy309RETE/uXY8pPhJecnEwRERHE4XBo4cKFTEKxmTNnUkpKCh07dox27dpFnz9/JgMDA2poaCBtbW1KT08nCQkJEhAQoNTUVNLW1iYhISGSlJT8lw5AeXk5bdu2jbq7u2nHjh1UXFxM+vr61NbWRtXV1bRy5UqKioqi2NhYpv/ExMRo4sSJlJaWRsLCwiQmJsac++8OAD8fR0dHB+nq6lJbWxtNnDiRUlNTGQrQx48fSV9fnyQlJen79+990pbYbDZNnDiRCgoK6MCBA8ThcMjBwYGKioqoq6uLpKWlacaMGfTo0SM6evQoubq6MvkGAJCkpCTjAPycx+NnB4CfX0BUVJRx7vgUIKL/kReAw+Ew9se/xwUGBlJsbCyZmJiQlJRUn1SylStXMjSjyspKmj9/Pt25c4ciIiKYa+ln8XNNbNmyhUE6y8jIUH5+PomKipKoqGi/A9Cvf4T6YwD69Y+Ti4sL7t+/DxEREUyfPh1HjhxBTEwMLC0tERISgsuXL0NFRQV6enoIDQ3FpUuXsGjRIly6dAnBwcEYO3YsQkNDce3aNVhZWUFJSQnp6elobGyEkpISE2z6s6qqqrBgwQImdmDRokW4efMmBgwYgNu3b+P79+84f/58j2MEBASQlpaGxMREbNq0iQlyHDx4MEaPHo3v37/DxcUFAHD//n18+PCBObalpQVz585lft63bx8OHDiASZMmITc3F62trdixYwdYLBYuXbqEBw8eMN8dNWoUWltbUVpaikOHDmHx4sVYsmQJ3r17B3V1dSgoKMDCwgK3bt3CgQMHoK6ujsePH/cKRFNRUYGRkREuXryI0aNHY8KECUhISICYmBgEBQXR2tqK1atX48mTJxAVFYWnpydev37dJ5FFR0cHV65cgbOzM9asWYPY2FjY2dnh+fPnmDJlCh4/ftwjNmPUqFEgIlhaWmLQoEHYs2dPj7iLL1++/MvAuT///BMAEBsbi3379mHLli14/PgxUlNTsXDhQly9ehWBgYEoKSlBUVERXFxcsHPnTlRXV+P169fYsGEDRo8eDRkZGSQmJoLH4wH4sU3rP5GjoyMcHR2ZtrNYLJSXl8PS0hIyMjLw8vLC5cuX8fTpU0yZMgUjR45EYmIiEhISUFFRgSdPnmDfvn2YNWsW1NXVERYWhqioqP/SPuSFCxfi5s2b2LBhA1pbW9HV1QVfX1+sWbMGHA4Ho0aNwufPn/H06VNISUlh9uzZCAkJQWFhIWPfx44dg6urK4SEhNDc3IzExEQsWrQIt27dQkBAALZs2YJ169bh+vXrzFYYfnyJmJgYbGxskJKSAk9PT4iLi0NHRwf19fWQlpZGV1cX2Gw25OTkUFdXBx0dHdTV1UFGRgZcLhebN2/Gli1bMG/ePDx//hzi4uLYtGkT7t69i7179+Lu3bv4/PkzjIyMkJ6eDmFhYTx79gxubm5wcnJi9sbzA+slJSWZrVsaGho9tsT8XY2Njejq6oKVlRV4PB5+++03LFmyhNm61tnZCSsrK9y4cQM3btyAjIwM/vjjDwQEBOD69eswNjZGYWEhzp07Bx8fHygqKmLmzJkQEBCAgIAA0tPT/+XYKSsr4+jRo+jo6ICXlxcGDhyItLQ0LFiwALW1tUwfcTgcJsZCVFQUjx49wvjx42FnZwdHR0fcuHEDw4cP71X+nTt3kJ2dDScnJ6Snp/faTjdkyBBMnDgR165dw8iRIzF8+HBma5KKigqz715QUBApKSkYOnQo3N3dcePGDVhbW8PDwwNlZWUoLy9HSkoK7O3tcezYMcydO5fZRiQlJYWXL18y5wwLC+tzb353dzcOHTqEOXPmAADev3/f49pnsVhgsVgwNDTEx48fYWZmBnFxcaxYsQIHDhzAqlWr8O3bN2RmZvZqZ1tbG86dOwc3NzfweDzMmDEDiYmJyMzMxOfPn3H58mWG7sXXp0+fcPbsWRw6dAhHjhzBgwcPoKamhlGjRsHR0bGf4NOvf4z6HYB+/eN09+5dTJgwAVwuF58+fcKKFSvg4+MDHx8fnDp1CsbGxqitrUV+fj4sLCxw4sQJ+Pr64sSJE7C0tERhYSF2796NdevWYdWqVVi9ejU4HA7i4uLg6OiImTNnQkZGBpmZmczn69ev2Lx5MyQkJJCQkIAnT54gKCgIXC4Xvr6+UFZWxoQJE3ock5mZid27d2PmzJk4d+4cfH198e3bN7S2tuLx48fw9/dHUFAQMjMzoa6uDhaLhczMTMyfPx/i4uIIDw9n8KHjx4+HlJQULCws8PnzZ0hJSeHgwYOorKzE2rVrYW5uDuDHA/nUqVPIzc3F6dOncejQIVy7dg1Dhw6FgIAAzM3N8erVK4a4wxc/iBUAFBUVYWBgADs7O7i5ueGPP/7A8+fPUVtbi5cvX8LKygoDBw7Es2fPEB4ejiNHjoDD4eD+/fvYsWMH6urqevTBp0+fMHz4cDg6OuLJkyf4+PEjLC0tERUVBV1dXUydOhVv376FqakpjI2N8eHDB7i5uUFYWBi3bt3C6dOnUVBQ0Ism1NXV1au/9fT0ICoqivPnz2PhwoWwsLCAv78/wsPDMXfuXOzZs6eHLYSEhEBUVBQyMjK4dOkSDh48iO/fv+PYsWOIiYmBlZUVSkpK0NLSAiLCvn37APyYOPz93AICArCwsADwY8813yk7ceIEVq1aBTk5OYSGhsLDwwP79u2DiooK9u/fj6NHj2LWrFlwc3PD1atXcfPmTYwbNw5XrlzBgQMHYG5ujtOnT2PWrFn48OED6uvrMXLkSHz+/BkWFhb48uULpkyZAjU1NWhoaGDSpEnIzs5GXFwcAgMDcfToUTQ3N2P48OEoLS2FsbExPn/+jPv37+P27dvw9PTEyJEjoaysjODgYAQFBcHf3x8iIiKYMmUKsrKyMH/+fKSkpIDNZuPJkycIDQ2Ft7c34uLikJycDDc3N1y7dg08Hg9mZmZoa2uDra0tLly4AGdnZ9y/fx/v3r1DXFwcrl27Bjc3NzQ3NyMvLw8HDx7E7Nmz8ejRIwQGBmLBggUQFRWFm5sbAMDMzAy6urrMhB4Arl27hilTpsDBwQHh4eHYtWsXfv/9d9y4cQOjRo3C0aNH4ezsDFFRUVhbW0NSUhKbNm1iAtL37duHwYMHw8rKqtc4tre349ixY+ju7sa9e/fQ1NSEmJgYvHv3DnZ2dlBUVMT+/fsRFxeH+vp6ODs7Q01NDcnJydixYwdCQkIQGhqKDRs2wNTUFBEREQgKCoKZmRlOnDgBISEh7N69G5WVlb3O3d3d3cPG09LSUFRUhODgYHA4HDx69AhXrlzB5s2boaCgAADMPY7L5UJYWJjpy3v37uHYsWMoLy/vdZ5Zs2ZhzJgxOHv2LAoLC8FisWBiYgJ5eXmIiIhg/fr1mD59Onbv3o3Q0FA4ODhg586dAH5ghf8e5F5XV4e4uDgsX74c3759Q1hYGHx8fEBEmDRpEqKiorBv3z48ePAAgwcPhoiICFpaWqCvr8+U4eLigq6uLvB4PFhbW0NISAgjRoxAY2Mj0tPT8fbtWyxcuBAjRozA3Llze7Vp0qRJEBQUxP3793HixAkAP7Cqq1evRkJCAoyMjPD+/fsex4SGhqKmpgYHDhyAiIgIUlJSMGfOHEycOBEJCQlYsWIFcnJyehzDX8CJjY1FcHAw/P39ERYWBkdHRxgaGiIqKuo/e5D1q1//h9UfBNyvf4z4QcCHDh2CpKQkhIWFmUA2ZWVllJSUQEVFBbW1tcwqdUtLCxQVFVFaWoqhQ4eiqqoKkpKS6O7uBpvNxuHDh3Hs2DEsW7YMKSkpGDZsGJqbmxEcHIzTp08z5544cSKCgoLw4sULVFRUYOPGjcjNzYWJiQlYLBZqamrg6OiIW7duMceIiIigpqYGy5cvh7OzM6qqqjB69Gjo6uoiISEBc+fOxfHjx5kHK1+nTp1CZWUlYmNjce7cOcTHx2PBggUYOnQo3rx5g8+fP2PLli2or69Hbm4uJk2ahOXLl0NJSYlxSmbPno1du3YhPz8fKSkpGDFiBNzd3XHz5k10d3fD1NQUDQ0NPTCYHA4HAwYMwLhx42BgYIBz584hKysLFhYW+PDhA0aPHo3MzEwUFxejs7MTGRkZWLZsWQ96BwCEhob2CCYWExODt7c3MzmTkJCAlpYWMy7q6urQ0NCAqqoqiAhlZWVISkrC5s2bISgo+Et7YLPZvd7UeHt7Q1hYGAcOHIC3tzcyMjIwf/58DBw4EOfPn8fZs2dx7tw5KCkpQUJCgskn0dzcjNGjR0NUVLRX/fvSu3fvMGHChB6/ExERga+vL9zd3WFmZgYTExMEBATA0tISv/32G5ycnODl5YWCggJm8iMrK4uKigqoqqqivLwcgwYNAofDAY/HY4JCR44cidmzZ+PMmTMwMzNDTU0NcnNzUV1dDXd3dwQEBGD69OlQVVVFd3c3Kioq8Pz5c2zatAkJCQmYNm0aCgoKICkpCWlpaXz58gUpKSnYtm0b2Gw2cnJy8Pvvv+PTp0/Q0NCApKQkTpw4gU2bNqGpqYmpQ2pqKvT09BAfHw9zc3O0tLSguLgYo0ePRnp6OmPXJiYmCAoKgrGxMQQEBJCamoqlS5fiwoULUFVVxZw5c5CVlQUJCQm8fPkSf/31F65cucIE39vb2+PEiRO4ffs2xMXFsWzZMoSGhkJRURGVlZUYOHAgeDweOjs7e/VfZWUl1NTUUFBQAHl5eRw/fhyBgYGorKxEY2MjXr58CS6XyzgTZ8+ehZ2dXY9xzMjI+LcUp/v378PExATXrl3D/PnzUV9fj8rKSuTl5WHZsmUIDAyEoqIiamtrmdXytrY2eHt7o7m5GRcvXsTr16+RmpqKgQMHQk1NDXFxcfj+/XsPys3f1dXVhaSkJPz++++oqakBl8vFo0ePelxL2dnZePv2LURFRaGjowNZWVns3r0bXC6XKSc8PJxpd3BwMDZs2IDXr19j7NixuH79OubNmwcHBwfcuHEDGhoa+Pr1KyZOnAg9PT2wWCxkZGTA0tISPj4+Pa7RvLw8yMnJITMzE9OmTcONGzdQUVEBaWnpHnbt4uICNzc3HDx4EKtXr0ZERAQA4Pbt25g3bx7i4+NhYmKCq1evQkdHBzIyMnj48CHk5eVRXl6OgQMHYuPGjT36pqysDMrKynjw4AHMzMyQmpqKN2/eoKioCG5ubpg+fTpKSkp6HBMbG4sFCxbg7NmzsLW1RWtrK9asWYMNGzagvr4e2traWLhwIcrLy5ljnJycEBwcjOfPn8PAwIC5rvbt24esrCzMmjULb968gaamJjMu/OfSz7bAb8vQoUN72XV7ezt2797dHwTcr/9W9b8B6Nc/TiIiIszDTEBAABwOB+Li4mhvb4eYmBh4PB7zqp3L5UJUVBTt7e0QFRUFl8uFgIAAIiIiYGRkhKFDhzLoT1FRUXR3d/d4UP4riYuLg8fjISgoCIMHD8aKFSv+o7qzWCxISEiAxWL1+bCXkpICEWHnzp04duwYgB9oTgEBAYiJiTFJjGRlZTFp0iTmuI6ODggJCeHixYs9ytu0aRNOnToFHo8HJSUlLFiwABcuXGDyFPwsFRUVWFpaoqmpiVnN/lmVlZWIjIzE77//jj/++APHjx//t/3FYrEgJiYGISEhiIiIQEREBBwOh2lLa2srQyS6ffs2vn37BldX1385+f9ZhoaGWLNmDbZu3YpLly6hoqICERERv2R2t7W1MTbBX3Hkj4uPj8+/nfz/K0lISMDAwADq6up49OgRs82FT2vicDgQERGBsLAweDwe0wfi4uLo7OxktqXweDwMGDAAbDYbLBYLFy9ehJGREW7fvg0ulwsREREmB0NHRwdEREQgJCSEmJgY5OTkwMXFBb6+vhAXFweLxUJaWhoeP34MQUFBDBgwAJs3b8bRo0fBYrEYPrqIiAiCg4PR0dEBZ2dnBAcHg8ViMXUaMGAAWCwWc73w/5aamspsyfp7O8eOHYupU6ciMDAQ69evh5SUFFgsFr58+YKmpibMmDEDLBYL7e3tEBISQmBgIHbt2oW0tDQoKSnBwMAAfn5+DCnG0tISOTk5YLPZmDx5Mk6dOgUXFxds2bIFy5Ytw7t37yAsLIzffvsNly5dwsmTJ7FhwwYUFhYiPj4eK1euRGdnJw4fPgwFBYVek///VJKSkhASEsLKlSshICCAhIQEqKio4NatW+jo6EBbWxvExcXB5XKZLSpcLhdEhMuXL8PBwQFsNhscDgccDgednZ29Vv/5evLkSY9cAfX19QgPD4eQkBCEhYV73OMGDhwIMTExxsZERUV7bJ0bMWIEtm3b1qN8Z2dnsFgsDBgwAAICAv8/9v48KqqjXf+HL0YZZZQxMgYCRKJGg0SiASJBA1GDMiiCs1FxFsWoqKhxQnDW4BCH4BDRB1FR44QoKo4EFUEUZRBQkHlo6G643j84vX+2kOc557zf55yTtbjW6qVN711Vu3bt2nVX1f25oaCggNbWVqxatQqxsbHYt28fdu7ciaioKIhEIoFmJWt/70tZWRmKiopCv6apqSn0S0Bbu160aBHq6urQ2NgIc3NzuefUz88PampqQhvr1asX9PX1cf36dUilUsyePVugn3UkWRusra1FWloa1NTU8Nlnn+HYsWPYvHkzlJSUYGZm1m6bjqxP/VDbtm2TG/y/r6amJrl7pq6ujuvXr6OqqgovX77E0KFDsXTpUsyePRtr1qyBt7e3YKR6eXkJgRkXL16MH374Ac+ePUNjYyP69++PY8eOdZhnpzr1/1KdBkCn/nZ6+PAhbG1t0draKqDhTp06hR9++AFXrlxBjx49UF9fj3fv3qFPnz44f/48fvjhB5w/fx59+/ZFRUUFPvvsM0ybNg07d+5EUlISpFIpzp49C0NDww6DfH2o8ePHo2/fvlBWVoaLi4swUP9XunbtGpqamuDh4YFp06ZhxIgR7Y45duwYfvjhB6SkpMDT0xNA21aA2tpaHD9+XC4oz/vauXMnmpqacPz4cbm/p6am4tChQ1BVVcXhw4ehpqaG4ODgDrnk1dXVuHDhAu7fv4+MjAxMnjwZhw4dwuTJk3Hs2DHExcUhPDwcZ8+ehba2NsaMGQMlJSU0NTUhMjKyw3I1NzfjyZMnWLRoEdLS0nDt2jW4uLggOTkZP/zwA+7cuYPY2FgUFRWha9eu8PPzw6JFiyCVSiESif7lvvfc3FzcunULKSkpKCsrQ1BQEI4dOwZra2uMHj0aJSUlePz4MaZOnYrw8HCMHDkS33zzDRISEvD8+XNkZmbis88+g5qamlzd5uTkCBGg/zOSSqU4efIkCgoKcP36dbi4uMDa2hr+/v44fvw4tLS04OLigm7duuGzzz7Dxo0bMWDAAPzyyy/w8vLCxYsXYWdnB5LIz8/Hl19+ib1798LHxwe9e/dGQkICDA0NUVxcDD8/P/z2228A2qLQ/vHHH3j9+rUQQVZNTQ3+/v44duyYEJl49OjROHr0KOzs7DB16lT4+flBXV1d2Dv+ySefIDg4WDA2ZSsn7969w4MHD9CrVy8sXLgQX331FcLCwlBbW4t79+7Bzs5OyNPDwwM//vgjgoODoaCggKtXryItLQ1ubm5QVlbG4cOH0dzcjNzcXNjZ2eHevXuoq6vD8OHDceLECXh7e+OPP/6Ah4cHCgoKoKuri+PHj//l4LijttDS0oLi4mLExcXh6tWrUFJSwsiRI5Gfn4+tW7ciIyMDycnJqKurw/379wEA/fv3x7p16/5l+rt370ZFRQXc3d0xadIkVFdXIz4+HqNGjcLvv/+OuXPnYs6cORg2bJgQsbympgY1NTXo2bMnunbtihMnTuCPP/7A48ePERoaips3b8LDw6PDIIAA8NlnnwmrbJMnT8awYcPw6aef4vHjx7h//367Pu6HH37An3/+ie+++06IHyIz0svLy3H16lW59CdPngypVIrExES8e/dOiMuRnJwMHx8fnDhxAl5eXti5cyfOnz8voGR37NjR7r5YWVnh0KFDcHJywo8//ohBgwbh8uXLQrt++fIldu/eDX19fcTGxqK6uhopKSnC+T///DMaGhrw22+/QSKR4I8//oCpqSlqa2vRo0cP6OjoIDAwsF0fJ5MMJ6umpoaPP/4YUqkUxcXF+PLLL3HmzBm0trYKfdz78vX17RArvHbtWtja2kJRUVFuCxrQZpzI7ou6ujpGjBgBe3t7qKurIzQ0FLt27UJCQgImT56MAwcO4ODBg7CxsYGVlRXi4+Px66+/YvLkyfjHP/6B7du344svvoCOjg7Onj3bzkjrVKf+Lfrf8DzuVKf+O5JRgE6dOsX58+czLi6O586dY3BwMAsLC+nq6src3FyGhYUxPj6eJ0+e5MSJE/ny5UuBVDFhwgSeOHGC8fHx9PPzo6WlJd+8ecOWlhbW1dUJeU2dOlWOdtGvXz/evXuXGzdu5Pz58wXqiZubG1taWlhfX8/ExETh+GfPnlFTU5ODBg3igwcPuGzZMsbExDA1NVVA0VVXV7OwsFA45/jx43R1dWV+fj7t7e2poqLCGTNmsLGxkY2NjZRIJKypqRHKmJeXxy1btpCkgAF9/fo1AdDLy4spKSncu3cvJ02aRAsLC4pEIhYXFzM4OJiZmZmMj4+Xq18ZBnTYsGHcvn07ATA1NZVDhgxhSUkJvby8eO/ePW7cuJEikYgzZsxgRUUFyTYSR21tLUlyx44dwjUpKCiwqKiIKioqnDVrFmNjY3ngwAGOGzeO+fn57NevH/Py8gRMZVNTE+fNm8fnz5+ztbW13X15X42NjQTA4OBgrl27lgB4584duru7U1tbW64tnDhxghMnTmReXh5dXV3Z0tLCu3fvcsWKFWxqauKCBQtYUVHBlpYWDho0SKiPjrCmZBsK8P32kZeXRz09Pebk5Ah/MzIyorq6Oq2srFhcXEwlJSWOHTuWSUlJ3LdvHwMDA1laWkojIyPW19dz4MCBvHnzJrdv386ZM2cyPz9fwKEOHz6c9fX1bGpq4ooVK/jq1SvW1NQI11JXVyfUX3h4OCsrK+nm5saamhpKJBI2NDTw8OHDvHLlCqVSKaurq4VrEYvFFIlEXLduHQsLC+nt7c2WlhZWVVVx3rx5QrokWVNTI1CCZOmSZEREBN+9eyccI6PYiEQiNjQ0cNSoUWxsbGR1dTWlUilTU1O5b98+NjQ0cNy4cayrq2NZWRmHDBnC9PR0bt26lStXruSjR4+E6ywoKGBISAjPnDnDvXv3cu7cuXz69Cnd3NxYVFTEgIAAnjp1inp6ejx37hxDQkKopKTE4uJiWlpacvjw4QKGNjU1lVZWVrSxsRFoQMbGxgTAjIyMv+yDGhoa5J5fqVTK+vp6njlzhklJScIz2q9fP7548YJTpkzh0aNHeeTIEU6ZMoXKysosLi6mtbU11dTUhDxNTU2poqLyl+1NpurqalZUVDAsLEzoFz7s42ToUUNDQ2poaPDp06fU0tKSa6979uyRS1P2/L7fFjIyMujp6cmSkhL6+vryypUrcu0a/4EB/VD19fX08/NjaWmpgDpOS0vj9u3bGRYWRgsLCyopKbGoqEgOA0qSdXV1bGlpYXV1tYChlbUFMzMz5ubm0tXVla9evWpHJCouLmZ1dTVFIhGDg4MpFou5Z88eoS0UFBRQWVlZ7pzTp0+TJIcNG0aJRMLq6moOHz6c58+fp6GhIbOzs9m7d28CoLW1NQEwLCyMJBkVFcXS0lK2trZSRUWFI0aMYGpqqoC3ffDgAQcNGsSSkhKhXa9Zs4Zr167lrVu36Ovry5KSEnp4ePDhw4dcunQpY2NjmZKSwm+//baTAtSpf7s6DYBO/W0kMwAGDhzYDgPq7OzMqqoquru7t8OA9ujRg+rq6sJn6dKljI6O5p07dygWi+WY0rdu3WJ8fDynTp3K3NxcGhsbs6Kigu7u7kxPT2dMTAwlEgmDgoJYV1cnh4hMTExkfHw8AwMDhZgBIpGIeXl5jIiIEFChMnylRCJhYWEhFRUVqaysTBUVFSooKLCuro6GhoYUi8VMT0/ntm3buGrVKr548YL9+vWjSCSihoYGVVVVqaSkRA0NDaqrq7OgoIDGxsa0tbVldnY2FyxYwE2bNjE9PZ0ikUgu39bWVu7du5caGhrCx9jYmAUFBVRXV+eqVasELGRTUxNtbW0FPrqM/d0R+pT8/wyAnJwcGhsb09TUlK9evaK6ujrXrl3LxYsX8/Hjx+zTpw/r6+tZVVXFMWPGsKWlhS0tLZRKpR2mu23bNrnyamho0N3dndeuXaOysjLPnDnDESNGsKysjObm5iwpKeHYsWMFXKJEIqGrqytFIpGAXZUNYKRSqVz9fChvb2+5fGV1f/r0aXp5eQltq3fv3kxPT2dERARFIhGDgoJYVFREc3NzVlRU0NfXl5cuXeKBAwc4YcIElpaWsrGxUUC0SqVS7tq1i6mpqUL9SiQSlpSUcPr06UxMTOT58+eFMspiJeTm5nLt2rVy90UikbCuro6BgYEk21C271+jSCSir6+vcI2yOpCl3draKtRTS0sLx48fz6qqKrnjPzy3paWFPXv2FM6V/SZrcw4ODkIeEolEuN99+/aV+5sMUzlx4kS+efOGYrFY7rokEgmnTp3KgoICNjc309HRkXl5eZwxY4ZgRObm5tLc3JxWVlYsKChgaGgo4+PjqaysTHV1dRYXF1NPT4/W1tZ8+PChMDAODQ2Vu9fv19H7er+dSCQSSqVSBgcHs7a2liKRiJWVlQwODqZEIuHKlSv5559/0sHBgSKRiBYWFszOzubMmTO5bt06Xr9+nW5ubtTQ0KC+vr6Qd1xcXIf5SqVSnjp1ilevXmVzczNdXFxYV1dHFxcX/vnnnwLq+O7du3R1daWysjLLyso4cOBAJicnyxkAMr1584Zz5swR2pAsRoCdnR2bmpr46NEjRkZGcvHixbx79y5FIpFgZMg+R44ckaub1tZW5ubmct68edy7dy+vXr1KkUhEKysrmpqaMj8/n+rq6u2ea5FIRDc3N7m2EhQUxPLycgGdCYDTp0/n2rVrqaKiwpKSErk6evDgATdt2sTw8HBmZ2eztbWVBgYGzM/Pp7+/Pw8dOsTz58/Llbe6upr+/v6USCRsamri5MmTBVS0uro6BwwYIKBh3+8zqqurOXDgQN67d4/r169neHg4VVVVhX7BwcGBWVlZXL58OaOiovj48WM6OTkJbSEvL4/z58/nxo0beefOHTo7O3caAJ36t6vTAOjU30YyAyApKYnz5s0TVgBGjx7NwsJC9uvXj7m5uZw+fbqwAjBhwgRh1s3KyoppaWlcvHgxRSIRp0+fzoqKCrq5ubXLa+rUqezevTsVFRXp4uLC7OxsLl68mAcOHODly5eFmar3JVsBSE1NpY2NDYuLi+np6cm6ujpeuHCBBw8e5KJFi1heXs7W1la6u7sLwcnWrFlDY2NjqqqqCgaALKCNSCQSVgBIsqysrN3s15UrV2hvb08HBwfm5+fTy8tL4NiLxWK6ubkJwXpk2rt3r1waCgoKHDp0KG/dusW1a9dy9uzZfPr0KYcOHcrS0lIOGjSI9+/fZ3R0NPft28enT58yICCgHWNcZgDI6k9BQYF+fn5MTU2lgYEBL1y4wKFDhwozpVVVVayvr2dKSgovX75MkvTz82s3uxgTEyPw9BUVFWlgYMCsrCyamJhQT0+PWlpafPXqFbt3787Gxkb27NmTGRkZXLNmDWNjY3nnzh1WVVVRIpHQ19eXr169YkxMjJC+LLBbRxowYEC7Ol+6dCmnTJkiF9TL0tKS6urqNDQ0pKGhIW/fvs0hQ4ZQVVWV+fn5cisAs2fPZnZ2Nl1dXYUVgIyMDB49epQNDQ0cPXo0Gxoa6OrqKjc7S5LTp09nbW2tsCIkkUjY2NjIXbt2MScnhyNHjmRzc7Pw+4erGQMHDpS7VpFIJAxsSMqtNF25coXXrl2Tq4+6ujpOmzZNOLejmWCZoqKiWFJSIqT57t07RkREMDk5mWlpacKzJJuFzsvL46pVq4QAc76+vkK8jYyMDK5bt44HDx7k1atX6e/vz5KSEopEIgYEBPDq1atCTIOMjAy6u7uzuLiYDg4OvHnzJg0NDblnzx5OnDhR6BfwHwHBZAG0ZB/ZjK+np2e7a2ptbeWAAQOE72fOnOGtW7eE7/369WNtbS2fPHnC5cuXc8eOHUJbeH/W18jIiBs3bmRQUBAfPXpEAwMDIfiWiYkJt2/fLpdvc3Mz/f39SZJNTU1sbm5mWFgYX758ydbWVrlVTl1dXV6+fJlDhw6loqIiraysBPZ+R0H1pFIpGxoamJSUxPT0dNbV1dHDw0MwFG/dusU1a9Zw9erVVFdXp6WlJRUUFOTq7P0YIDU1NWxsbGRQUBCrqqooEokYFRVFVVVVFhQU0N7enk5OTjx//ny7Z0tmCNbX1/PatWs8cuQIp02bxtzcXPbr14/5+fnCtejp6fH06dPtgnzJVgDu3LnDiRMnsrCwkA4ODlRWVqaZmRnDw8Pb9V01NTV89uwZIyIiuHfvXl6/fp3Dhw+niooKCwsL2b17d2EFQPYctLS0CM/okydPuHHjRmEFOS8vj6qqqp0GQKf+T6rTAOjU30YyAyAoKIinTp3i9u3buXLlSqampjI0NJSZmZmcPHkyz58/z5iYGK5du5aXL1+mubk5fXx8hJfL4sWLuWbNGmZkZDA/P5+5ubnt8po6dSrPnz9PfX193r9/n/369WNjYyP37NnDY8eOcc6cOWxoaBAiAZNtBkCPHj2or6/PQYMGUUNDgw0NDZwzZw6PHj3KPXv2tBuEv78FaOvWrezVq5ecAWBkZMSkpCTGx8ezuLiYJIXonh9uUdLQ0OCDBw+ELUD19fXctm0bk5KSOH36dOFl19zczNLSUjkDwNvbm5qamkxPT+fChQt54MABWlhY8OnTp3z16hXHjBnD+vp6rly5Uih7aWlphwM/mQGQnJxMfX19BgUF8cqVKxw/fjzj4+MZHR3NuXPn8v79+xSLxRw+fDjXrl3L2tpa1tbWsqSkpMN0ZQbAxYsXqaOjwyFDhtDJyYm7du3inDlzGBgY2M4AkA3y6+rquGbNGg4fPlyYkZbVZ0VFBRsbGzl37ty/HMh+aAAYGRnR3t6eAOjm5kY1NTX6+/szNTWVnp6ePHToEA8dOkQPDw9WVFRQW1ubY8eOZUpKClevXs0tW7bwzJkznDZtGh8/fkyRSMSwsDC+efOG1dXVXLFiBcvKypiXl8fm5mZOmTKF586dY2xsLOvq6lhcXEyJRMLQ0FCSZFFRkTD7Kqu/lpYWTp48WXh2PhzEv6/U1FQ+evRI+C5LtyO9ePFC7vvp06eZl5dHksK/ZNtWkPe3Gk2YMIFSqZQFBQUk2wZbdXV1jIqKYn19PSUSiRBR+969e0xPT+eGDRuYnp4uRJudPXs2y8rKWFVVxcjISFZUVNDY2JhSqZRpaWmMjIxkXFwcExISOHv2bD58+JDDhg2jhoYGIyIieODAASHKsGxywMvLi/379+eGDRvo6OhIQ0NDAhCepY4MgA8lu5bXr19TIpFQLBbT0dGRBQUF3LBhA2traxkYGCgX/MnFxYXHjh2jtbW1EGwPgNCud+zY0c4AINsGtqWlpbx16xYfPnzI4uJijh8/npmZmRw/fjwvX77MdevWMSYmhoaGhiwrK6O+vj7T09MJgAEBAXL3RabKykpu3bpV+L58+XI+ePBA2IqzcOFCrly5kqdOnWJAQAArKyupqalJNTU1urm5tTMAxo0bR6lUKgyid+zYwfr6eiFA259//klPT88OA7TJVq/WrFlDkly5ciUzMzPp7OxMkUhEVVVVDhgwgEFBQZw1a5awBYhsW+kqLCxkbm4ut23bxvr6ehYVFTE0NJQZGRm0trbmhQsX6OjoKGwBevXqFSUSCadNm8bi4mKuXbuWNTU1DA0N5dWrVxkUFEQDAwOeOXNGzgBYtGgRRSIRHz9+LAR5TEtLo7m5udAv+Pj4dBoAnfo/qU4n4E797fTFF1/gxYsXUFRURPfu3XHjxg34+fkJToSPHj2CtrY2unXrhnv37qG2thZjx46Ftra2EKTq66+/RlZWFg4ePIhDhw4BaCNB5OTkCPmcPHkSIpEI8fHxAIAnT56gpqYGhoaG6NevH1RUVNDa2oqkpCThHA8PDyxcuBDTpk2DiooKlJWV0a9fPxgbG8PZ2RlVVVXtrsfBwQHu7u6YNWtWO9b94MGD8cUXX+Dbb7+FmZkZbty4gcOHDwu/9+7dGy4uLvDx8UFERATc3Nwwa9YsAEBZWRmUlZWRm5uLtWvXokuXLgDa6BX37t2Tyyc4OBitra34448/oK2tjbNnz2L+/PnIyMjAwYMHBedQGYaypKQEt27dQnNzc4f3aOTIkZgwYQIqKysRFBSE33//Hc+ePUNDQwPi4+Mxbdo0XLt2DdeuXcOxY8cwePBglJSUoLi4GGlpaRCLxR2mGxgYiNGjR6O2thY//vgj+vfvj02bNiEzM1PAO44fPx6XLl2Cn58famtrYWZmhuvXr2PIkCGYMmWKQGSROR8+e/YM1dXViI2N/afBod6XnZ0dBg4ciOHDh2PGjBnQ1NTEiBEjMGzYMJiamiIpKUmggfzjH//AnDlzMHz4cNy+fRumpqZQVVVFTk4OPD09cfz4caSnpyMiIgJRUVF4+fIlxo0bh/z8fBw8eBCKior49ttvIRKJ8O2336K0tBQpKSmQSCTYv38/0tLS8NFHH+Gbb77BmzdvcOvWLYjFYigoKAhkqk8//RRff/01nj59KtBbpFIp7ty5A6CNpOTs7Cxc38GDB9Hc3CwXnE6mo0ePyn3//vvvYWNjAwD4/fffhb/LYnHk5OSgsbERoaGhaG1txdmzZwEAhYWFePPmDZYtWyYEdwoMDERdXR309PTQrVs3/Pjjj7h79y7++OMPKCsrw9XVFZmZmcjNzcXHH38MdXV1zJ49G2fPnkVKSorg+FlYWAhXV1d88803guPz6NGjkZycjPDwcOFZ6dKlC0aPHo1bt25h4cKF+PrrrwU0bp8+ff5pG2hpaRHqr6CgAGVlZbhy5YpAIQsMDERlZSXs7Oxw8eJFuXNVVFTg5OSEgwcP4ssvv8R3332HhQsXQl1dHSEhIXj69Cm2bdsmR/mSqbm5Gbdu3cKXX36J3r17Y+bMmYiNjUViYiJ8fX1x7949lJaWwszMDIMHD0ZiYiJEIhE8PT0xfvx4HD9+HAkJCe3SVVNTg6enJ0pKSlBRUYHvv/8ep0+fxtmzZ/HHH3/gs88+w+3bt4XjZUQqTU1NDBs2rF16+/fvR0tLC65fv461a9fiyy+/xIkTJ/DNN99AXV0dX375JaZNmyYXjyQ0NFQgAKmoqGDIkCEd1r2mpiaGDx+OY8eO4cmTJ7CzsxN+k0qlQrwBZWVlJCQk4LfffoOfnx8OHz6M6upqZGZmCjFWACAxMREKCgrYvHkz3r59i169euHs2bMYNmwYRo4cCT8/P4wZMwaTJ0+Gr6+vcN7atWuhpqaGhIQEfPPNN/jtt99gbm6OUaNGYfjw4dDU1MTYsWM7vIZOdep/W+05gJ3q1P9xNTU1CS8JiUQCdXV11NbWQktLCw0NDVBVVUVLSwtIokuXLtixYwdGjx4NLS0tgRuvqqqKpqYmLFiwAHv37gXQFnHy/QHt8uXLcfbsWZiYmGDdunWwtbXF/fv38fHHH6NLly7YvHkzWlpaAADr1q2DlpYWXr58iaamJpiamgqEjKamJnTp0gWqqqodkia6dOkCf39/tLS0wNvbGzt37sTmzZtx6NAhzJgxQ4hCC7QhLEnC0NBQCKyloqKCxsZGGBgYYO/evSgpKUHv3r3x+vVreHl5ITk5WS5yZteuXfH9999j3759AICoqCjMmjULUqkUGhoaMDc3x6tXr2BlZQUjIyP4+fnh7Nmz2LJlC9zc3AR0pp+fH4C2QFfvowZ1dHQwYMAA+Pr6YubMmaipqYGdnR3c3d3Rt29f5OXlAQDmz5+PpKQkkERzc7PAXndwcAAAxMbGyhkCV65cgbm5OTZu3Ijp06djypQpePjwIaKiovDFF1/A3t4eP//8M/7xj3/g7Nmz0NDQQFNTk0CgKSgoEHCK6urqGDJkCG7fvo0vv/xS7n40Nzdj06ZNcn97/vw5du3ahfDwcCxbtgwnT55Ec3Mz1NXVBRygWCzGli1bUFFRgaysLFhYWOD3338XGPx1dXXo0qWL0DYnTJiAzMxMLFu2DOfPn4e+vj6mTJkCFRUVKCkpQSQSYenSpVBQUICuri6++eYb5ObmQllZGcHBwUKbra+vB9A28GltbRXIUiSF396/Nr4X+qUjlKNMJOXuq0xLly79y3Pej2lhaWkJS0tL/PnnnyCJ2tpaKCsrC/z2Hj164NatWzA0NER9fT1ICu1bLBZDUVERra2tmDlzptBOzM3NYWlpicbGRvTo0QM7d+4UojyPHz8eUVFRWLx4Mc6cOYOmpibs2LED27Ztw7x583D16lVoaWnB2toaX3zxBerr67Fz507MmzcPR44cwY0bNwQ0Z3R0NFasWIHo6GicOHECr1+/FiYCAGDevHlQVFQU8JEy48nGxga7d+/GpEmTEBERgczMTHzxxRcAgI8++gi//vortmzZggMHDiAyMlIYUG7evBlJSUnYunUrampqYGlpifnz5+PSpUu4dOmSkK+amhrmzJkjPHsAEB4eDnV1dURGRuLixYuYPn06kpOTBVqRhoYG4uLiMH36dPTo0QOzZs3CqVOn8O7dOyENTU1NTJw4Ec3NzZBIJEL7W7x4Mc6fP4+FCxfi8OHD8PHxQVFREby9vaGurg6SqKiowN69e4XI1+9LVVUVc+bMwdGjR4U4Au/evcOePXvQ1NSENWvWYO/evQL2UlNTU8D/vt/+AgICcP78eYSHh2Pr1q1YvXo1YmNjMWPGDLx69UrOcFdVVcXUqVNRWVkJLy8vNDQ0wMbGBtevX4e2tjYUFRWF/v+3335DVlYWACA6OhpKSkr46quv0KtXL5w8eRIjR46EpaUlamtrhXM/jHsCtGFhDQwMBIPe3t4eGzduxIoVKzBq1Cg5A6VTnfo/o/+VdYdOdeq/IdkWoNDQUCYkJHD79u1cs2YNL126xKlTpzI9PZ2zZs1iUlISY2NjuWHDBiYnJzMsLIy3b9+mqakp9+/fz8WLF/PNmzdsaGjg0qVLee/evXZ5TZ06lUVFRTQxMeHt27cZEhLCPXv2sKKigjU1NdywYYNAwpB9bG1teeDAAbq5ubGyspIGBgYk2/ZIx8fHc8+ePayvr5fLR7YFqEePHrSwsKCPjw9v375NqVTKa9eucdeuXe3KJhaLqaGhQS8vLyHv95fHZcSfI0eO8ObNmywsLBRoLu9LtgVoyJAhVFdX540bN+js7MzCwkLGxMQwOjqaxcXFXLhwIcViMbOzszu8L3p6egRAJycnbtiwgT169GD37t1ZWFhIExMTTpgwgbm5uXz16hUvXrzI4uJiNjY2cv78+WxububChQs7TPdDcsm8efM4ePBgDh06lLdv36aJiQmLi4s5efJk7t69m9euXeOLFy84bdo0ikQi9uzZkwUFBYKjX2xsrFz9NzY2yjkOylRXV9duS0JCQgInT55MFRUVzpkzhydPnuTWrVsZEBDAvLw8WllZceLEiayoqGBQUBATExOZmJjIrVu3sq6ujgYGBpRIJDx//jzXrVvHrVu38uXLl1y+fDmbmpo4a9YsVlRU8MCBA3z37p1AVJo9e7ZA3dm5cycrKyvl9uf/XZWfn8+LFy+ypKSk3bY4mZKTk1lYWMjFixcLPg7r1q1jTU2NQJ/Kzc3llClT2NraKrSFtLQ0Hj16VKAQ3bt3j7NmzWJ+fj6PHz/O06dPc8SIEayqquLUqVN548YNhoSEcP369dy0aRNNTU359u1b6unpMSAggHp6enRzc+OsWbPo6+tLAAL9qCNlZ2dTLBYzIiKCJPnw4UM+ePCAW7duZWpqKsViMS0tLYVtH5cvX+bJkyc5Z84cqqioMDAwkLq6uh36nejq6naYZ3h4uEAkio2NZWZmJvft28fIyEjW1NRw2rRpTElJ4aBBg5iamso5c+YI2yJTU1NpZGTULs3169ezsbFR8DdZunQp9+/fzwMHDnDJkiUMCQnh7du3CYCGhoZ0dXWV2wJEtvV9q1atYl1dHXfu3Mnc3Fx6eHiwvr6eU6ZM4bVr1+jh4cFJkyYxKChIbgvQh20hKSmJzc3NzMjI4LRp03jx4kX279+fc+fO5ZAhQ4QtQDLl5eXx6tWrPHz4MMvKyjhnzhw+ePCAycnJHDVqFI8fP96ufm1tbVlaWsoTJ07w7du3rK+vZ+/evTl69Gheu3aNPXr0YFFRUbu6evLkCaurq7l7925WVlZy3bp1NDAwoL+/P2/dutW5BahT/yfVaQB06m8jmQFw4sQJLly4kHFxcTx9+jTHjRvHvLw8Dho0iFlZWZw1axYPHTrEhIQETp06lSoqKnR1deWzZ89oa2srOPPm5uayoqKiQ8fP9w0AT09Pvn37ljU1NTx//jzv3r3LqqoqmpmZyb08Zs6cyTVr1lBLS0swAOrr6zl79mzBkfdDFRYWMjg4mCtWrOChQ4fo4uLC+vp6Dh48mG/fvmVoaCgvX77M27dvC+eIxWIhz+nTp3POnDlyBoCysjLDwsKEPFeuXMmMjIx2Tst79+7l/v37hf27AwYM4NOnTzlz5kzGx8fz2LFjnDZtGnNyciiRSATnw/T0dF66dElIR2YAyBwDly9fzuDgYNrb2zMvL4+GhoasqKjgvHnzuH//fvbu3ZuFhYVC3csGcx/qQwPA1NSUly9fprOzM52dnWlsbCxnAFhYWLC4uJjdu3enVCoV2oJs0C/DNkqlUgYEBPxlO5MZACEhIYyMjCQA4Vr09fX56NEjWllZCUhYOzs7Pn/+nPr6+u0MANm+79LSUo4YMYJisZiJiYncu3cv582bx0ePHlEqldLU1JQSiYS1tbVMSkoSUJQytKZUKm038Pf396dUKmVtbS3nz59Pkty/f3+HPi3/19Tc3NzOGP5Q9fX1bG5uFtqJDE1KkkePHhUGR2VlZfTx8aFEIuHFixe5detWikQient7s66uTugXFi9e3M4A0NTU5LBhw3j16lVGRERw7dq1PH36NAMDA6miosLc3Fy6uLjw0KFDNDExoa6u7r80AEjKtWuRSESRSMTq6mqhDTx//pwTJ07kqVOn5NqCvr4+X7x4wd69e/PIkSP/aQNAVkdSqZS3bt3iqlWr2NjYyDFjxrCsrIy6urocMmQI79+/zyVLlnDr1q3U0dEhADo7O9PQ0LBdmlVVVfT19WVpaamAbl23bh3XrFnDtLQ0Wltb09nZmebm5kxJSWnnA0C27cd/+PAh161bx4aGBjY1NQkGgMzPCf/hU3PixAnBP+BDA0DmAzBmzBihjxs/fjz3799PExMTXrp0qd05TU1NbGhoYG1tLcePHy9Q1GS+Ohs2bOD06dPbGQBisZgnTpzg5cuXGRkZySdPnlBfX591dXVUV1fn+vXr293rwYMHUyKR8MqVK4yPj2d4eDivXbtGMzMzOjs7/0sD4MWLF50GQKf+x9VpAHTqbyOZAfD111/LYUCzs7PZs2dPVlZW0sPDox0G1N7enlVVVdTW1qaPjw/FYjHFYjEnTpzId+/e0dHRsV1ezc3N9Pb2ZlVVFZWUlOjr68uMjAzGxMQIuD8ZAcPBwYHp6elUU1PjiRMnOHLkSGpra7OmpoZ9+vRhU1MTU1NTeezYsXbGhoz4sX37ds6ePZuqqqqsra0VZiHHjRsnYP9IChhLABw6dChPnDhBVVVV6ujosLCwkPb29mxsbGRubi4jIyO5e/du3rx5sx0hg2wzANTV1amkpMTS0lKqqKjQ3d2d9+7d45o1a7hixQpmZmZSKpXS3t6eZWVlDA0NFQbRMunp6dHY2JjZ2dkEwJ07d3L69OnMzs5mjx49WFlZKVCJoqOjBQwnSTo4OJBkO+OElDcAFBUVuW3bNk6dOpWqqqqsqKgQVgAmTZpEsVjM6dOn89WrVxSJRHRwcKBUKmVTUxNPnz7NK1eukCTd3NwokUjkiDcfSmYAqKqqUkNDg5cuXWK/fv2or69PBQUFent7MzU1lerq6rxw4QK9vLxYVVVFExMTlpeXc/To0Tx58iRPnjzJ5uZmAd1qa2vLFy9eCDPasjYmGyAWFxdzwYIFAgLT39+f9fX1dHR05Lt37xgWFsbExERevXpVaKNk2wBE5rwso6f83SRDf8rIOpcuXWJycjJJ0tPTkyKRiH369CFJAQ05c+ZMFhcXs0ePHmxqauLr1685a9Ys7tmzh2lpaWxqamKvXr3Y0NDAsrIyjhkzhseOHePp06fp7+/PiooK1tXV0cHBgdnZ2VRXV+fBgwc5adIkKioqsqKigjo6OkI7wH84oLu6unZoAERFRfHVq1ck24x0d3d35uTkMDo6mq2trZw4cSJLSkpobW3N1tZWZmVlcdGiRYyJiWFaWhq9vb1ZUVFBXV1dqqqqcsaMGYLje1ZWFk1NTTs0AMaNG8eamhrhWcrJyeHixYu5ZcsW3rlzR8BfygwBGZ7y8uXL7NevHxUUFOQmJ44dO8YbN26wpaWFTU1NdHBwYEtLCx89esSoqCguW7aMWVlZAo5YRUWFmpqanDVrVocIXZnxsHfvXra2tsoZADLnbfwH0UdGZpIpNzeX69evp1gs5oQJE1hcXEx7e3uWl5dTWVmZCxYs4Jo1a6itrc3S0tJ2eR89epQ3btxgc3MzW1tbqa+vz8LCQuro6FBdXZ1qamoEwKKiIqqrq9PW1lYOPdrc3Ex3d3dWVlayZ8+efPr0KWfNmtUuH5FIxLKyMk6fPp1isZgLFiyglpYWVVRUWFlZ2bkC0Kn/k+o0ADr1t5HMADhz5gznzJnDuLg4XrhwgQEBASwtLWXPnj358uVLTpkyhYcPH+apU6cYGhrKwsJC2tjYUElJiYaGhlyyZAm3b9/Op0+fkmybaayrq5P7zJkzh8rKysKLSvbCP3nyJNPS0kiSlpaWNDU1FQapy5cvF16ODg4OrKqqEmafSHL37t28ceOGXD7Z2dmcN28ed+3aRXV1debn59PV1VVA8j158qTdNiCxWCxci6amJjU1Nfnnn3/Sx8eHZWVlArGIbBskSiQSBgQEsKysTC7vPXv2CMhKJSUl2tvb8+XLl5wxYwYTEhKYlJREkvTy8qJYLGZra2u7eqqrq6Ouri5NTEyooqJCPT09wQAwMjJiaWmpMAiTSCQ8cOAAr1+/zgkTJgjbXKqrqzl+/Ph26WpqatLExIQeHh5MSEigjo4O1dTUmJ2dLawAlJaW0tzcnNu2bePChQtZWFjI/v37UyQS0dzcXO5lLYtj8KGamprk8i0tLaWhoSEnTpzINWvWUF9fX64tZGdnc8KECQISdsiQITQ1NaVIJKKTkxNzcnK4atUqrlq1irm5uYIhWVtby3HjxvHGjRtMTExkeHg43759y9bWVrq4uLClpYUikYhHjx7lnTt3/tPPhSwQ2N/54+bm1qGR+qEKCwvlSFTvY3JlK1THjx9neno6Q0NDWV9fz549e7KhoYHZ2dnctm0bly5dyuzsbA4aNIi2trYCISYpKYlaWlq8du0aBw8eTEVFRfbp04dPnz6lnp4etbW1qa6uTiMjI759+1au/P/MoCTJLVu28NmzZ2xoaKCzszPr6uo4evRoJicnC7jikpISGhgYsFevXszJyaG+vr5cnoqKinR0dGxXdx/WW15eHpcvX87m5mbOmjWLL1++pIODA11cXJiVlcUFCxZwy5YtcunKyvT+Z9SoUcK1DRkyhNnZ2Vy9ejVXrlzJe/fu0cPDg2pqanz9+rUQD+DAgQNyabx9+5ajRo0iSR45coR3797lqFGjWFpaSktLSw4ZMoRpaWnU0dHh4cOH6e3tTRMTk3bXtHXrVmZnZwvktbq6Orq7u/P8+fPU0tJieno6Gxsb5fKWYW9XrFjBJ0+esLW1lZaWluzZsyczMzO5atUqLlmyRG6F0dbWlnl5eVy3bh137drFJ0+ecOjQoVRRUWFdXR09PT0FQtH7n969ewtlTUpK4pkzZzho0CDW1NRQXV2dHh4evHfvHletWsXVq1fzzp079PT0ZHl5Ofv168dHjx5x8eLFjI2NZWpqKt3d3TsNgE7929VpAHTqbyOZATBixAieOXOG27dv5/Lly3nr1i0GBAQwOzubY8eO5aVLl7hx40auXr2aqampHD16NHNycjh69GimpqZy//79JMny8nJKJBL6+flRRUWFffr0IQBaWlryzJkznDRpEp8+fUpvb2/OnDmzXXksLS2ZlZVFNTU19uzZk1OmTOG6deuYkpLCMWPG0MfHh1KplG/fviXZhgocNmwYgbZgZgDkomTKor8WFRWxubmZ06dP77AexGIxu3fvzmvXrnHt2rUMCwtjZmYmi4uLOWLECNbW1tLLy4tk28tItnf/Q875/PnzuWLFCqalpTEwMJA5OTkMDQ1lWVkZb968ycOHD7OpqYnFxcVsbW0V9sN+uC1BUVGRmZmZ7N27N3fv3i0YAIWFhcLAOCwsjLm5uYyNje1w9jQrK6tdusrKykLAMGNjY+7Zs4eLFi0S8KomJiYUi8WsqKgQfADevHlDqVTKwsJCSiQSlpeXC3ksW7asw6jCsijCso+hoSFv3bpFR0dHoS04Ozuzvr6eqqqqdHFxaWcA1NTU8MWLFwwJCWFZWRlv377N+Ph4we9i5MiRfP36Ncm2aLKycpSWlrKlpYVFRUUsKyvjpk2b/jOPgpyqqqo6RCn+nT7/Fb+Gv6o/WVsg25CWzc3NwrM0duxYlpeXs76+nmvXruW1a9cokUiYl5cn9AurV69mTEwM9fX1+fbtWyHOxNSpUxkXF8fFixdz6dKlTE9Pp4GBAQcOHEgNDQ326NGD0dHR7copkUhYVlYmfC8rK2NISAjFYjFfv37N4uJiRkVFsa6uTggKZ2RkJBgJp0+f5vbt2zlq1CheunSJRkZGHT4nOTk5JCn4QZBtkaoPHDhAkUgkBDWUbYdKTU3l0qVLOXLkSKakpHDkyJFC3/r+R4Z0LSwsJNlmQB86dIjp6ekCBnTo0KG0trZmbm4ux44dyzlz5silYWJi0q5eSktL6e/vz/z8fFZVVXHhwoWMioqivb09dXR0eP/+/b+MxzF16lSKxWI+efKEgwYN4ooVK7h161YmJyfTyclJrm+dNGkSa2tr2djYyIULF7KhoYHPnz9naGgor1y5wujoaE6cOJG9evWimpoas7KyaGtr2y7PkpISjhgxQmgLu3fvJgA6OjpSU1OTCgoKwgqWbMteeHg4e/fuzcePH1NHR4cZGRmcM2cO4+PjeejQIc6bN48ZGRn08/PjkydPGBYWxhMnTgh93NGjRzsNgE7929WJAe3U304eHh7IysqCoqIibG1tceHCBUyePBl79uxBYGAg7ty5Ax0dHZibm+PatWsIDQ1F3759ERoaipSUFHh4eAAAzp8/D5FIhISEBGhra2PKlCkAgCFDhiArKwtDhw7Fvn37sHjxYkyYMKHDsnz66afQ19dHaGgobt++jW7duuHGjRsIDg7GTz/9BLFYjH/84x8AgMzMTAHzGRER8ZfXt3v3bqioqCA2Nha5ubkdHlNVVYXU1FRUVlZix44dIInffvsNM2fOhIqKioDlGzp0qEDV+VCpqamwsbHBpUuXMHHiRPTv3x87duxAXFwcunfvjpycHLx8+VLA+WVnZ8thHmWaOHEiXF1d4eDggPXr1wNoI8BkZGRg9OjRyMjIwMaNG4V7l5CQINBTWltb8fDhww7LN2HCBLi7u2PixIno168fmpqa8Nlnn8HY2Fg4pry8HIsWLUKvXr1QWFiInTt3QiKRYOvWrbh06RLOnz8vHBsVFSXQozpSSEgIVFVVMWzYMEycOBEBAQHw9vZGVlYWSkpKcPXqVcycORORkZH4+OOP0dzcjOLiYri4uODOnTvYvXs3Nm/ejFmzZuHjjz9GeXk5qqqq8PDhQxw9elSgTb1+/Vq4r4cPH4ZUKkVcXBy6deuGOXPmyJXp7t27ctSef6e8vb1hbGyMCRMmQFVVFaGhoejevTvc3d3h6ekJMzMzjB07Fqqqqhg/fvz/SJlkIimga4uLi/Hs2TMAwJEjRyCRSBAXF4fGxkZcuXIFAHDjxg3U19djz549uH//PrZv345z587h3Llz+PTTT/H8+XNcuXIFO3bsEPqFjz76CF27dsW8efNw//59hISE4KuvvsKQIUNw6tQpXLlyBY6OjggJCUFFRQUiIiJgbGyM0aNHd1jm5uZmJCcnC9+Tk5Oxa9cu3L17F3v37oWuri6srKxw5MgRfPzxx9DQ0EBraytu3boFZ2dnnD9/HkpKSqiqqkJwcDC+//579OjRA7q6uhg+fHi7/FpbW7Fv3z40NDTAyMgIVlZWSEpKwubNm9G/f3/hOHNzc1y4cAFNTU0YOXIkQkND5RCwH2rnzp1obm7GmTNnUFFRgY8//hje3t64c+cO5s2bh5EjR+Lx48coKSnB5s2b/+W9TEhIwJQpU7B161bk5+cjMDAQy5cvxw8//IC5c+fi66+/Fuhq7+vZs2fYvHkzlJSUcPDgQWzatAlff/01NDQ0kJiYiN69e0NNTQ0LFiyQO6e4uBjr16+HhoYGXF1dERMTg7179+Lbb7/F7du3MX78eOjq6uLTTz/tsLw+Pj747bff8O2332LRokVYv349XFxcEBQUBDMzM+E4kUgkh3udOHEiDh06BJFIhGPHjsHNzQ3l5eWoqKiAq6srfv/9d4SFheHgwYMYNGgQXr16JfRxMkRxpzr171SnAdCpv53evn0LbW1tAEB9fT2MjIzw4sUL2NjYoKCgAHp6epBIJBCJRDA0NMSrV6/Q0tKCV69eoaamBrt378ajR4/w3XffQVtbG/v27YNEIkFBQQFcXV3x5s0bDBw4ENHR0YiKioKPjw9ev34NAHjx4gWKi4uFsqioqGDatGmYP38+/Pz8UFBQgBEjRmDu3LnIzMyEuro6Ro0ahfv372PAgAHw9PTE8uXL4e/vj+jo6A6vT4aMa2lpQVlZWYfHqKqqwtDQEGVlZQgODsbNmzcxa9YsjBgxAgoKCgKXvSOZmZlh+vTpMDExQX19Pbp164a8vDyQhJKSEvT19XH27FmYmprC1NQUS5YsgaKiIl69etVhevb29oiNjYWFhQX09PQAtGHxSkpKYG1tjczMTOzbtw9lZWXQ1tZGY2MjJBIJgLaBXX5+fofpfvLJJ1i4cCGio6PRrVs3pKamorq6Gs3NzdixYweWL18uvPi1tbXh4OAAIyMjKCoqwsbGBmKxGCEhIQCAhw8fCgjQv5KVlRWUlZVha2uLxsZGlJaWoqKiAtra2li9ejVGjx4NS0tLvH79Gjo6OmhpaUFDQ4NQf7JB3MCBA3H8+HH88MMPyM7Oxt27d4X7WlNTg5qaGnTp0gXl5eWwtbWFoqIili1bhjNnzghlSU9PR11dnYBM/X+pyMhIAYdrZmaGsLAw4f/q6uqwsbGBkpISrK2toaWlBTMzM5iZmQkITSUlJdjY2MDW1vY/bQgsWbIEmpqaUFNTw4oVK/5b5ZbVhZ2dHfr06YObN2/ixx9/hKqqKuzs7KCjo4OBAwciOzsbxsbGUFZWRlRUFJ4+fYo//vgDoaGh+OKLL1BUVISRI0di5syZ+PnnnxEWFoZRo0YhOzsb7969g4+PD5YuXQpzc3MsXrwYM2fOhJmZGUxNTVFTU4OmpiZER0fD19cXTU1NKCkp6bC8mpqaGDdunPDd0tISioqKeP78Oezs7CCVStHQ0ICWlhbo6OgI+Mvnz5+jf//+cHZ2xh9//AFzc3NERUWhd+/eiI2NRZcuXWBubt4uPyUlJURGRkIqleLcuXPo3r07zMzMBBwxAOTm5uLdu3cICQmBmZmZ0K7/qi+S1XdrayuMjY3RvXt3pKWlwcrKCvn5+fj++++xdOlSLFiwAMOHD4evry9mzJgBExOTDtNKT0/HuHHjUFZWBhsbG6SnpyM9PR1BQUEoKytDt27d/jIWx9u3b9Ha2opDhw5h2bJlCA8Pl/tdVr+BgYFYtmwZAKBv376oqKhAbW1tu/S0tbVhZGSE2bNnY8aMGVBWlqeiP378WA6VKpOenh5MTU2xfPlyBAYGCpMKSkpK+Oijj4TjCgsLYWlpiS1btqB79+4oLy+HqqoqVFVV8e7dO3z00UfIzc2FpaUl3rx5Aw0NDSgqKqK6uhrdunX7y/vRqU79v1KnAdCpv53evHkDPT09tLa2oq6uDhYWFsjNzUWPHj3w6tUrGBkZQSKRoLGxEWZmZnjx4gUuXLiAFy9e4OOPPwYAGBgYCIGxnJ2dIZVK8eLFC5SVlaGoqAgrV67EokWLsHTpUpw9exZPnz4F0Ma419TUFMrS2toqzEZ+qAkTJmDZsmVQUVGR69Bzc3MhlUqRlZWFx48f48aNG1BUVISrqyv27NmD7t27C7PYlpaWSE1NbZe2qqoqzMzMUFBQgPz8fBgZGWHFihU4efIkfvrpJ1hZWQEA0tLSUFBQIHeuSCQS6qmurg4rV65Eeno6EhMTsWLFCnh5eSEgIAAikQhNTU2IiooCSfj7+8ulEx0dDUtLSyxcuBDPnj2Dvb09unXrBpLQ09PD69ev8emnnyInJwcDBw5E9+7dce7cOYwaNQo6OjoA2l6a7zPNAWDTpk0wNzfHggUL8ObNG2zevBkFBQUwMTFBZWUl9u7di1WrViEnJwdff/01Pv/8c1y6dAlFRUWwsLCAoqIi+vbtC09PTxw4cAAA/unAQiYnJyfhurZt24ZXr16hoKAA0dHRuHbtGk6fPo2FCxciPz8fBgYGaGlpQX19Pbp3747nz5/D3t4e0dHRGDBgAMrKymBpaYmPPvoIL1++BEk4OjpCRUUFRkZG0NPTg5qaGmxtbaGgoCAYbS9fvsStW7dgYmICZWVljBo1Si6Gw39FstlIJycnuUG3rP3J2sLLly8BtAVuWrx4MTZt2gSRSIRff/0VU6ZMwZEjR2BmZgZdXV2sWLECp0+fRmRkJBoaGoS2FR0dDSsrKygqKuLcuXMA2lbSpk6dCqBtUNvS0oKWlha552XJkiVC/Id/JgUFBbmAUQBgamoKJSUlKCgoCPdOXV0denp6MDY2hoqKCpYuXYpx48ZBS0sLv/76K6qrq6GhoYHNmzdj586dHcbliIyMxNq1a7F69WpMnToVmpqasLCwEAyAhoYGgR3f1NT0l4YxAJSWlgoc/48++gjLly9HcHAwTExMcOjQIYwaNQotLS0wMDCAkpISSOLZs2ewtrZGTU0NTE1NsW/fPqSkpGDBggV4/Pgx3r59ix07dvxlnk1NTWhsbETXrl2Rl5cn3Gs1NTUsW7YMR44cAdC20njt2jWhL/orOTs7Q11dHR9//DEKCwsxYMAAxMXFITAwEEDbylp4eDgKCgrw9ddfCzPZHcnY2Bjr16+Hn58fXFxc4Ofnh/Xr16N///749NNPsWrVKhw4cEAwhmS6cuUKbG1toa6u3uFM/U8//YTff/8djY2NkEqlciunsrbwoe7fv49+/fqhb9++yMnJgYqKCk6cOCH8bmBgADU1NRw4cAA//fQTfvvtN+zZswdDhw4Vgj8+f/5cqF9lZWWYmZnh4cOHcHZ2RpcuXbBw4UKMGzcO27dvx9dff42ysjK8e/cOAwYMwM6dOzFu3Dhs2LAB3377LV6+fAmRSIQ+ffrg9OnTf3k/OtWp/2f6X9t81KlO/Rcl26d67NgxLlq0iHFxcTx16hQnTZrEnJwc+vr68s8//6SDgwNNTExoZGREJycnZmVl0cfHh1lZWQwLC5Pbbzxp0iSKRCIaGxszJSWFwcHBjIiI4KFDhygWi2lqakqpVCq3l1cmS0tLPnv2jNbW1jx16hSXL1/Ompoazpo1i48fP2ZLS0s7MsX48eOFfbsGBgYsKioS/Blk+4tbWlrY2trKt2/fsqmpifv37+eAAQOEj5eXF588eUInJydOmTKFM2fOZGZmJt++fcuWlhbm5ORw7ty5JCnnDGdkZERdXV2BumFmZsZTp04JuFOJRMLMzEwuX76c169f55EjR9jc3Mw3b94Ie3Jzc3OF/b0ODg5UU1NjTk4OzczMWFBQQAMDA+7cuZMikYju7u5saGgQWPsikYi1tbXctWtXO5b2+3ubHR0dqaamxmfPnlFFRYVTpkzhrl27uH//foGkUlxcLOwvFolEQluQ0XDItj3YlZWV7e6bt7e3XH2amJgwISGBY8aMoaqqKnNycjhp0iSBo15UVCQ4ksqwkHfv3hUwoHl5eSwtLaWPjw/fvHnDpqYmHj58WHAWf/PmDSUSCUePHv0v27hIJGrnp+Dh4SFX3g8/Mt8VWVs4ceIE7ezs2K9fPwKgpqYmbW1tuXz5cvr7+xMAs7Ozqa+vz7S0NI4YMYJRUVHctWsXp0yZQhUVFT579oxqamqcM2cOo6OjaWVlxdTUVFpZWdHd3Z2ZmZkcOHAgt2/fztWrVzM8PJzq6urMyckR8jUwMKC5uTmBNta8gYGB0G5kDHZra2tqaWmxb9++//QaPT09/2XdlZeXt0M0yp4/iUTCiooKNjQ0sLGxkRUVFQwMDKREIhH6hYSEBB44cIBFRUUcM2YMnz9/zuHDhzM9PZ1Lly7l9u3bqa+vz+vXr9PQ0JA5OTl0cnLi0aNHaWpqKlfewYMHk2xzMH+/v5E9SzJc544dO1hbWyvs1X/x4gVzc3M5fvx4Jicnc/v27QwODmZKSgqLioqopKREOzs7JiQkcPbs2ULf976am5uFPCsrKymRSFhUVMTAwEDm5+dz1qxZ3LJlC+Pj41lUVEQDAwOB2HXkyBGGh4czNDRU8AGQqampifHx8bx58yYrKioolUpZUFAg+AAsXLiQ0dHRcr4Jpqam7e5TWVkZhw8fTpFIxDFjxrCoqIj79u2jkZERL1y4QH9//3b3/9ChQ3JxTFpaWnj79m0uW7ZMcBB2dXVldnY2DQwMmJaWxkmTJrXL28DAgOXl5UIcAGtra16/fp2WlpZUUFDgmDFj2p0zadIkoS2Ul5fzxo0bXLJkCYOCgoS28D5coL6+nlFRUbx58yaLioro4+PDx48fc9asWTx8+DDj4+M5e/ZsPnr0iD4+PszOzubUqVN58uRJ7t27lwsXLhSej04fgE79O9VpAHTqbyOZAeDh4cFr165x27ZtXLBgAZ8+fco+ffrw3bt3NDQ0pL+/P+Pi4njkyBH6+PgIBBY3NzdmZGTIDRJkSEpFRUUaGBhQTU2NmpqavHXrFv39/VlWVsZevXp16JRmaWlJY2NjKikpccKECTx+/DgvXrwoOMg5OTm1O2f8+PHMzc2lvb09lZSU6O/vLzgBNzU1ceTIke2cZA8fPiy8VIuKiqimpsYBAwYIA5NVq1YxMzOTgwcPZlNTE1tbW4VB//uSET/09fUZEhLCTZs28erVqxwzZgxLS0vp7OwskGhkqNQPJTMAtm/fzsDAQAJgY2MjlZSUOGLECCYnJ3Pnzp1ctGgRnz17xp49e1IkEnHo0KFCGs3Nze1oPFlZWQwPD2dERATT0tIEnGn37t35+PFjRkREcNOmTbx+/Tp9fHxobm7OsrIyjhw5kg8fPuT27dvlEITOzs5/2Y5kSMf3P3p6enz58iV1dXVpaGhILy8vpqamUktLiyYmJszNzRVoRv369RMMgKamJgYFBbG2tpY1NTUcNGiQgOVctWoVnz17JrSd91GLu3fv5p9//vmXZXxfSkpK/9KJVkFBgerq6tTQ0KCenh6VlJQEpKLsGC0tLaqpqVFBQYFGRkZUUlIS2ryWlhZ1dHT4+PFjdu/enTY2Nnz58iVVVVWpra3NgwcPMjQ0lMrKygTauO0qKirU0dGhtrY2b968yZ49e9LY2JgA2L9/f545c4br16/nxIkTqa+vT0VFRZaVlVFJSYm6urpctmwZZ82aJbRrVVXVv7w+FRWVf1lPMmylTGPGjGF9fT2dnZ1ZUVHBsLAwJicn88qVK5w0aRKLioookUgEapRYLOb69ev55MkT9u7dm42NjTQ3N2d+fj7V1NS4a9cujh8/XghwZ2xsLBiD798HmdH1ryTD1O7evZsZGRkCRapHjx7Mzc3lnDlzuGvXLl68eJH+/v40MTHhu3fvhPrT0NAQjK4PlZKSwjNnzpAkhwwZwsbGRlpYWFAqlfLy5cvcvXs3Z82aRRMTE5aVldHU1FRIV1NTk2pqau0MAJJCu87NzeWgQYMoEoloY2MjGAAbNmwQ6sDIyIhmZmbt0mhtbWVjY6PQT2VmZjI6OpqzZ8+mvr4+i4uLqaqqShsbG6anpxNoi/3y/vn19fUMDAxkU1MTN23axPT0dPbv319o1z4+Ph32gVVVVUK5xWIx582bRz09PRYWFlJPT6/DWC2NjY2USqXs3r07i4qKqKenRy0tLV65coXDhw+nkpJSu/6sqamJo0aNYm1trRAHJSAggCdPnuSJEyc4atQo4X1VU1NDHx8fXr58mQcOHOCkSZN49erVTgOgU/92dRoAnfrbSGYAJCcnc9asWYyLi+PFixc5YsQIlpWV0dHRkS9fvqSKigq1tLSooKBAHR0dGhkZsb6+nlVVVQwODm6H7GtpaaGpqamA5Fy3bh1v3bpFkUhEZ2dnNjQ0cNiwYe3KY2lpyYqKCrq5ufH27dtcsWIFN2zYwAcPHrC1tZX29vbtzhk/fryAlSwrK6O7uzulUil37drFq1evCvi7919ehw8f5tGjRzlkyBAqKipSQ0ODFRUVHDZsGBMTE6murs7MzEy2trbSyclJQPh9KBmnXklJidra2ly7di0XLlzIrKws9unTR+D1Z2dnc+3atVy5cmW7oFK5ubkCF11bW5uKioqsrKxkjx49+PTpU86YMYM7duzgjRs32NTURCcnJ+Fln5mZyR07dlAsFndoACgoKFBBQYG6urpUVFSkmZkZ37x5Qz09PYaFhTE2Nlbgpb979449e/akVCplc3MzxWKxgAEl+ZcUEbK9ARAXF8eJEydSRUWFFRUVQluYP38+t27dymvXrnHo0KEsLy+nk5MT8/LyOHv2bB44cIBXrlzh6NGjBZxnYWEhp0yZwgsXLvDcuXMk22bwRSIRXV1dhTL8s/J9KJkBoKys3K7senp6tLa2Fgahe/fuZUBAAHV1damgoEADAwO6u7szKSmJmzZt4tixY5mdnU0jIyO+e/eOgwcP5tWrV7lq1SouWLCAqqqqLC0tpaqqKvX19Tly5EgePXqU6urq1NHRYVFREfX19VldXc3Bgwfz9OnT3L9/P4ODgwmA7969o76+PgFQTU1NKK+Ojg4VFBSEQaaMHS9jvysqKhJoC3Q1dOhQHjp06L9sAMgki5vxoeEllUopFovZ3NxMqVTKAQMGsK6ujtXV1TQyMmJkZCTXr1/P9PR0enp6sqqqij169OCzZ884d+5cbtiwgRcvXuSwYcOEOAG6uroMDQ3ljh07CIAZGRm0sLD4pwaA7NnOz8/n4sWLKRaLOXv2bL569YpSqZQmJiYsKiritGnTuGvXLmprazM7O5umpqasrKykoqIitbS0GBkZyTlz5nRoALzPsZdKpXRycmJtbS29vb0pkUi4bt063r59m25ubjQyMmJ5eTmBtuB3W7dupaamJvPz8+XSzM7O5po1ayiRSNjU1MSWlhYaGRmxurqaw4YN44ULF6igoMBr166xZ8+eVFRU7HBAHRAQwIaGBjo5ObGgoICGhoaMjo4WrsXOzk4ILqioqMjw8HA5497JyYmtra18+vQpIyIiKBaLOXnyZObm5tLBwUEwMmXB8d6Xk5MTy8rKGBwczDNnzjAxMZG+vr40MDCggoIC3dzc2p0jo3zV1dXRz8+PjY2N3LZtm4AkNjExEfozWR8nY/23traytraWAwYM4IMHDwQM6L179zhw4EBWVlayT58+fPLkiRAT4saNG/zqq686DYBO/dvVaQB06m8jmQEwdOhQnj9/ntu2bWNkZCTv3r1LX19fvnz5kj169ODQoUO5YcMGAm2Be6RSKQ0MDCiVSnnz5k05rv67d+8olUqprKzMCRMmcP/+/TQ1NeX58+eFZfCWlpYOo9X6+/tTU1OTGRkZBNriANTW1nLGjBl8+vRph4O88ePH8+7duxw0aBCVlJQ4btw4njt3jomJiQIGlCR9fX2Fc95fAejZsyc1NDSYnZ1Ne3t7uRWA8vJytrS0dLhdiWxbAejduzednZ159OhRmpiYMCkpiZMmTRJ49eXl5WxubhaW+j9Ubm4uJ06cyPnz5/PkyZMCX/z58+d0dHRkcHAwd+zYwczMTLq7u7O+vp6+vr6USCSsrq4mSW7fvl0YqMuUlZVFQ0NDGhkZ8fTp07SxsWFeXh6HDRvG9PR0WllZyW0BMjY2plQq5cOHD7l27VomJyfz4cOHQnqtra0Cku9DvT+INjAwoLGxMRMTEzlq1CgqKSmxV69edHFx4ZkzZ7hr1y4GBQWxqKiIpqambGxspJOTE6urq3nx4kUmJiZSLBbTyspK2NLQ3Nzcjg8vQ8GSbQPAfxVJ9n3JDIBhw4Zx3bp1BNoiE6uoqDAvL0+Y3bewsBCu68GDB9TV1RWCs+nr69PExIQA6OTkRCUlJerp6TEjI4M2NjY0MTHhqVOn2L9/f/bq1Yuampp88uQJ7ezsOHPmTE6bNo3nz5+nv7+/sD3L3t5eaAu2trZUU1Oji4sLc3JyCIDBwcFctmwZATAtLY1Dhgyhjo4O7969Sz8/P65du5Y7d+4UsI1qamrMzMyUG/jb2dlRVVX1v2QAnDt3Tq4t+Pj4kCSfP3/OgwcPMi4ujmlpaZRKpRw8eDDLysrY3NzMEydO8OrVqwwJCeHbt29paGjIuro6oS2YmprS2tqaDx48EK7lzz//pI2NTbsVi39mAMjKI4sKffHiRVZXVzM4OJh5eXkcMmQIHz58yIiICO7atYunT5/mhAkTqKyszN69e9Pe3p6JiYkE2pDFHw7USfL27dtMSUnhsmXLWFVVJcQtGDRoEDMyMmhiYsIjR44IfVzfvn2prq4uXMuePXs6XAFMTU1lWloaFy1aJCCSnz17xilTpvDEiRM0NjamjY0N1dTU2Lt37w4xoCSFOh8/frywzdHAwICXL1+mn58f8/LyqKKiQnt7ewJgQkKC3PkNDQ2cOHEik5KSeP78ea5Zs4bq6urMzc1lnz596OzsLPQ37+vt27esrq7mrFmzWFdXx6VLlxIAMzMz6eXl1WHf+e7dO3p7e/Pt27csLS2ltbU1ly1bxtGjR9PJyYkqKirtJjRqa2s5efJkPnv2jIMHD2ZlZSUDAgKYmJjIEydOMCgoiBUVFTQwMGBtbS2HDBkirABMnDhRiKzcaQB06t8pebf3TnXqbyBfX188ePAABgYGcHR0xMmTJ7Fw4UJs3LgRW7ZswYYNG7B//37Y2tri22+/RVVVFUaNGoW0tDRkZmZi1qxZQlrbt2/HTz/9hKlTp8LFxQXLli3DsmXL8ODBA2zZsgWrVq2Cn58fTp06hYCAALlyLFiwAJqamhgwYACGDBkCoA0/+NNPP2HXrl3w8fFp58xmZWUFLy8vlJaWwtzcHEFBQaioqICXlxeys7ORnZ0Nc3NzOSIMALi5ueH58+dYt24dEhISMHToUJw+fRqHDx8Wjtm2bRuWLFmC6OhorFy5Eo8fP5ZLQywWIyYmBn5+fti3bx8iIiLQ3NwMPz8/bNu2DadPn8bPP/+MyZMnw9DQEP3790deXh4qKyuFNN6+fYvc3FwBbVdcXIzGxkZ8/PHHuH37NgYOHIhp06ZBV1cXLi4uUFJSwqpVq9DY2IiTJ09iwoQJCAsLw/PnzwWsI9DmkOft7Q1FRUXs3LkTZWVlWLVqFebNm4dTp07h559/Rn19PSwtLQWCjUQiwYULFzBjxgyIRCI0NzejqakJampqkEql2LZtGxYsWCA4cMsklUqhqakJDw8PaGpqwtXVFWFhYdi2bRv09PQQFBSE2NhYXLx4EZ988gnKysqQnZ0NPz8/PHz4EK6urti6dSumTJmCtLQ0VFdXIyAgAMrKyli0aBHKy8vx6NEjAEDPnj1hZmaGNWvWCIjEV69eoba2Fv369UNOTg7q6ur+aXtXUVGBn58fEhIS8Pz5c9ja2mLBggWIjIyEra0tgDYc7bRp07B+/XpYWFjA3d0dw4YNw+eff45hw4ZBQUEBgwYNwoYNGxAZGYnr169j3759OHz4MKZPn46cnBzk5OQgNzcXL1++hImJCfbt24cNGzZg/fr1UFRURGJiInbv3o2uXbti4MCB2Lt3LzZs2ACRSIT169fj9u3bGD58OHr16oXhw4cjLS0NWVlZ8PDwwNChQ5GQkAAfHx9s2LABd+7cQWFhIbp06YLnz59j1KhR+P3339GzZ08AbWQpRUVFzJgxA+vXr8c333wj1146kowEJXsWZTp9+jSys7Ph6OgIfX19KCoqIj4+Hr169cLZs2cxb948eHl5QVlZGY6OjrC1tYWamhqA/8+x8+LFi1iyZAl69+6NuXPnYvny5Th48KDgxLp+/Xqoq6sjOzsbXl5eSEpKalfeTz/9FBoaGjh79iwAoLq6Gi0tLfDy8sKBAwcEstXixYtx9OhR9OnTBxUVFcjKyoK/vz80NDQQFBSELVu2ICwsDC4uLhg8eDDKysrkaGH6+vpwdXUFALi7uwMAZs+ejZEjR+Lbb7+FjY0Nli5disuXL2PMmDGIjY1FdHQ0Jk2ahHXr1mHdunX47bffYG5uDkNDQyFdAwMDODs7Q0FBAW5uboiMjMSyZcvw66+/Ijw8HHv37kV4eDiUlJSwbds2bNq0CQkJCe3qwdnZGevXr8e6deuwYMECZGVloaysDJMmTcLmzZuxYMEC9OjRA9OnT4eDgwM2bdokwBtkUlVVxYgRI1BfXw9XV1d89dVXOH36NFatWoXNmzdj8+bNCAwMxKpVq+TO279/P2bMmIEFCxZgz5490NXVhbGxMdasWYPIyEh89tln7Rxwjx07htOnT2P+/PmYOXMmDh06hJkzZ6Kqqgo3btxAv3792rXFS5cuYfXq1YiJiRHKUFhYiOrqarS2tqKoqKiDFtypTv3PqtMA6NTfTjKaj0QiQUVFBezs7HDv3j24uLggMzMTzs7OUFFRgbe3N2JjYwEAW7ZswebNm+Hi4iKX1vLly0ESffv2xcOHD9G9e3e0trbCyMgIKioqiImJwS+//IJ58+bJMZ+BNlqIu7s7PvvsM2hra6O5uRmfffYZ8vPzsWTJEuzatQvz5s2TO+fevXs4c+YMDhw4gNmzZ2PdunVISUlBdnY2QkNDcefOHTlsn0xOTk4ICAhAUFAQNm7ciE8//RRpaWkCbs/U1BRRUVE4ceIEVq9ejTVr1iAqKkoujRUrVsDX1xerV69GYWEhgDbE37Vr1/D5559DUVERX375JT766COQRHFxMX766SckJCQIadjb28Pd3R2NjY0IDQ3F6tWr5fLw9fWFiYkJkpKSsHTpUpw7dw6lpaXo1auXEEvh0aNHGDlyJJ4/fy6cZ2triz59+oAkRowYgYcPH2LXrl345JNPkJKSgh07dmDs2LG4c+cOVFRUsGzZMiQnJ+Onn34ScJ01NTXQ0dGBmpoaVFRUsGLFCvz555/t7rmSkhLWrl2LyspK/Pzzz+jSpQsiIiLw448/YtWqVbh37x58fX0hEokE+kxWVhZiY2OxY8cOjBo1Cj169MDJkyfh5+eH7OxsrFy5EgoKCnjw4AGGDh0KS0tLgUwDQI6P7ujoKPx/7NixAib0r6SmpoY+ffogISEBdnZ2aGhowOTJkwEAK1euRGxsLPr06YOjR48iLCwMXbp0QWZmJgYMGIDevXujtrYWZ8+ehaKiIkxNTTFq1Cjs2LEDa9asgZ6eHm7evImioiJ88cUXWLJkCU6ePIkuXbpgyZIl8PDwwPTp0wG0GZDjxo1DcXExTpw4gZcvX2LMmDFoaWnBzz//jICAAKSnp0NFRQW9e/dGWVkZxowZAyUlJbx69QrXr1+HoqIi+vTpg7y8PDg4OEBdXR0jR46Erq4uTp06hblz52LNmjWwtraGsrIyZsyYAQBwcXFpdx8/lJubG9LS0tr9XRZrwtHREZWVlVBSUsKMGTNw9uxZfPfdd1i/fj12794NDw8PwTCXtZ8LFy5g8+bNiImJEdKbOXMmhg0bhrKyMlhbW6O0tBQODg7Q0tLCmzdv4OLiguPHj7cr75MnT+QINt26dYObmxvy8/Mxbtw4XL58WSBQffLJJzA1NUVVVRX69++PVatWITExEaampli6dCmeP3+O8ePH4+DBg1i5cqVcPn5+fjh58iRycnJgbGwMPT099O/fHzk5OViwYAFev34NRUVFgcZz4cIFGBkZCQbkJ598Ah0dHcycOVMOQztq1CjheX/69CmWLFmCPXv2wM3NDd26dUP37t2hqKiIHTt2YOTIkULdflgPBQUF+Oqrr0ASGRkZcnFKYmNjcePGDQBA9+7dER0djXnz5sHAwEAujZaWFjQ3N2PAgAE4ceKEQBLr168fRo4ciYcPH8Lc3Bx//PGH3HkyhLCrqyu+//57XL58GYsXL0bXrl1x69Yt4f69r7dv3+LMmTOIiYnB2bNnYWRkhClTpuDJkyc4cOAAwsPD25G6ZMSi9evXY+fOnbC1tUV6ejr09PTg4+Pzl3jnTnXqf1KdGNBO/e1UX18vzNA1NzdDV1cXFRUVMDIyQnV1NfT19aGlpQWJRAKxWAygbaA0Y8YMFBcX4+rVq3LpkcSSJUswZ84cYXZZTU0NGzduRHNz81921u/evYOxsTGePn2KK1euICAgAF26dEHXrl2xZs0aYeD0vtavX48lS5bgp59+EjjWBQUFqK+vR0ZGBjw9PaGqqtruvD179uDOnTuIj4/HggULMGHCBFy4cAEWFhY4deqUgKIzNjaGgoJCuxemrLwnTpzAo0ePhAGppqYm6urqYGhoiKVLl0JfXx8A0KVLlw7LIbu+D3n+70tNTQ0hISGIj4+Hurp6u3qQ8eDfl1gsRk1NDaqqqqCpqdlu5eT8+fNobW3FnTt3UFNTg/LychgZGaG2thZ37txBjx494Obmhq5du7YrT0d69uwZfv75ZwwfPhwSiQQDBw7ERx99BFNTU1RUVEBXV1dAGaqpqaGmpgYk8e7dO9TX1+PmzZv44YcfoKqqiq5du2LVqlVobW1FWVkZlJSUhHYEABs3bhTuz39Hhw8fxo4dO7B69WokJSWhZ8+ewkx5eXk5WlpaYGZmBicnJ5w6dUqoPxMTE7x48QK///67MHM5ePBg2NjYwMTEBAUFBdizZw9+/PFHDB48GM+ePcODBw9gaGiIpqYmbNmyBaNHj0ZZWRlKSkrg5eUFIyMjLF68GPHx8bhz5w62bdsGJSUlREdHY9euXQgLC4OysjIMDAwEXG5MTAzCw8PR3NwMBQUFGBoaQkNDA9ra2tDR0UF9fT1mzpwJsViM8vJy9O7dG46OjrCxsYGLiwv279/fzpD+r0hZWRnBwcEA2voLWZ9gaGiI1tZWbNmyBRMnTsS9e/egrKyM/v37Y926dZg0aZJggLyvsrIywUiXxRvR0tLCL7/8gunTp2P16tVCsCoA8Pf3b7d6KJOqqqqAI5ZhVmfNmgU9Pb0O41YcPXpUGGDv27cPkydP/kuMqrq6usC2NzMzQ0hICHbv3g2JRAIFBQXs378fc+bMwapVq5CQkABNTU34+vpCSUkJhYWFHcagsLGxgY2NDbp27QoFBQWUlZVBQUEB//jHP2BnZ4eEhAQsWbIEGhoaIPmX8QC6desGZWXlDoOolZeXA4CAcz5z5gzu3LkjdwxJgatPUuiH/io/mZSUlDB9+nTk5+ejtLQUxcXFSE9Ph4GBAaqqquRWVD8s74YNG+Dp6Yn09HSQRL9+/XDw4MEOMbBaWlrYsmULmpqahPdHnz59YG9vj6SkJDQ3N//TcnaqU/8T6jQAOvW3U//+/ZGbmwtFRUVYW1sjJSUFgYGBOHDgAHx9fZGQkIBbt25h48aN2Lp1K2bPno3g4GCIxWKkp6f/U+54ZmYmFBUVMXLkSEyePBnKysrw9/dvx8AHgPHjx2P//v0YN24cLl68iCtXruDy5cvo2rUrJk+eLMctDw0NxaxZs+Dr64vk5GSIRCLht27duuHBgweQSqVyA8f3FR0djYKCAsTGxrYbTA4cOBB6enqYMWMGXF1doaKigu+//174fe/evXBycsL27dtx4MABhISEYPjw4dDU1IRIJMKtW7fw9ddfY9q0aXBwcMC6detgZGSES5cu4fLly3J5FRUV4dy5c7h8+TJ69uwJQ0NDYRZx/fr18PLywtOnT3H48GH07NkT3377rRCM68WLF0hKSoKtrS2sra2FNC0sLBATE4Pu3bvj448/RkxMTLvBz+effy5sd5HV5549e6CmpgY3NzdcuXKl3ZanjnT79m2oqKggOTkZiYmJuHv3Lm7evCn8LuObp6Sk4OOPP4aioiJyc3Px7bffYty4cZg0aRJcXV1x7tw55ObmorCwECdPnsTIkSOhpKSEwMBAaGtr4+3bt8KgJTAwsJ1B86+0Y8cO9O7dGwCwa9cuVFRU4OTJkwCAc+fOYfPmzTAzM8OePXtw6dIlxMTEwNjYGHZ2doiOjkZVVRW2bduGkydPYs+ePdi4cSPS09MxZMgQmJub45dffsGECRPw+PFjJCUlQVtbG19++SVyc3OxadMm3LlzB4mJifDx8cHevXvh4OCAvXv34vDhw4iLi8Pvv/+OVatWYfz48di4cSNiYmJw/PhxhIaGor6+HvHx8Xj06BFIolevXoiPj0dMTAzS09Nx6NAhfPzxx3Bzc0NycjJiYmJQX1+Phw8fYs+ePcjPz8eFCxfwxx9/4MWLF9i/fz/EYjGMjIyEyLpLlixpFw2XfxExWTb4ByDEZli5ciV69OgBJSUleHt7Izo6GoGBgbh06RLU1NRw5swZkMT58+eFgZ+SkhIuXLiAXr16QU1NDaGhoTh58iSePXuGL7/8EkDbdpG6ujpIpVLs27cPAHDr1i3cvn27w7IVFhYiNzcXsbGxsLW1xaRJkzBhwgS4uLjgwoULcsf+8MMPGDRokBDYytfXFxs3bhQC6WVmZsodb2lpKQRM/OWXX6CiogInJyccOnQIUqkUDg4OuHTpEoKDg7FlyxZs3LgRp06dwvXr1zFu3DhhJvz9dNPT03Hnzh2cOnUKYrEYY8eOxe+//47vvvsOX331FT777DNER0cjOjoat2/fRlxcnHBueHi4YAi5ubkJ/cKH2r17N+7du4dff/0Vtra2QuT296WiogJfX1+8fv1aCIoItMWeqKqqQlRUlBB5e9u2bejbty+Atu1/8+fPxw8//CBEPx4xYgROnjyJbdu2wcfHR8hj+fLlwnaygQMHIiQkBBoaGrCzs8PGjRuxceNGHDp0CEePHm3X9mxtbTFx4kRMnjwZY8aMAQC8fPkS5ubmsLa2FlZgO9Wp/1X9bzgedKpT/x3JnIC9vLx49epVbtu2jREREXz8+DH79+/PN2/e0MfHh1evXmVERARnzpxJExMT5ufns7W1lS0tLR06X7a0tAi4v4kTJ3Lbtm3MyMjg6NGj2djYSBcXFyFvADxy5Ag9PDzYvXt3vnnzhoMHD2ZqaiqXL19OkUjEiRMnsrq6mlVVVXIIRhmRKDc3l7q6unRxcWFWVhaXLVvGpqYmisVihoSEdIgBNTAw4IMHD2hhYcE3b95w0KBBvHfvHqOiorhu3Trm5OSwrq6OUqmU7u7ufPXqlZC3DNlYXFxMZWVlmpmZUUNDg1u2bOGiRYv4559/csCAAWxpaZGrI5FIRB8fHwKgqqoqX716RS8vL8bHx3PLli2cPn06lZWVWVJSQldXVz558oTh4eHcsWMHL1++LBCNamtrSbaRSWQElKFDhxIAS0tLqaSkRGNjY2ppafHIkSMcPnw4AVAkEtHS0pJ5eXmcN28e9+/fz9TUVIHE8b6Doaz+PpTMQVv2MTc3F2g0JiYmnDlzJhctWkRjY2M+f/6c+vr6grNkamoqd+3axalTp7KoqIi1tbXs168fW1pa2NjYKOTZ0NDAgQMHUiqVCg6Gzc3N7WhTHcnFxUUom4uLC5OSkgiAhoaGAhazpKSEAOjv78+tW7cSAE1MTKikpEQFBQV6enoyLS2NWlpa1NbW5tWrV+no6CjUrampKSdNmsSoqCi5tuDi4sLHjx9TQ0ODmzZt4uLFi/nnn3/SzMyMIpGIysrKnDJlCuPi4qivr8+7d+/Sy8uLb968oZKSEq2srBgZGcmamhoGBgbSzMyMpaWlNDY2ZkZGBsePH8+dO3dSQ0ODGRkZNDIyYq9evZidnU11dXXq6enx0KFDHDRoEAHQwsKCNjY2vHHjBgFw165dQlt4/1rwH/QjmTO3oqIii4uL2b9//w7rWNb+SPLChQu8du0aGxoa2NLSwr59+7KlpYUPHjzghg0bKBKJKJFIBAxo//79+eTJEy5YsIDbt2/nlStX6O/vz+LiYhoZGbG0tFS4lsOHD9PT05P5+flUUVFp5xjckUOnWCxmU1MTGxsb2dLSwn79+rGkpIQjR45kY2Mj4+LimJqayvr6esEJHQDV1dW5YcMGzpw5U0hf5gTu5+fXLp/q6mqBONbY2MgtW7bw9u3bHDBgABsaGmhoaMgnT55w9OjRjImJoYGBgdD+ZOmOGjVKaNfv119hYSEnTZrEGzducP/+/QwKCmJ2djZ79eold/0ydGlBQYHcfZHVfUREBHNzc2ljY0NHR0fm5eVRTU2NK1eubPcs1dfXc9y4cUL9kWT//v1pZWXF4uJiurq6CgjR958lqVQqULxIcunSpcI7QkNDg927d5cjbKmrq/Pt27fs168fGxoaGBISwhs3bnDt2rUcO3YsCwsLaWpq2s4JeN26dczPz2ddXR3FYjG9vLx4/fp1amtr8+jRoxw2bJicE/D7GNBOJ+BO/U+p0wDo1N9GskH4uXPnOHPmTMbFxfHSpUv08/NjeXk57e3tWVhYSG1tba5YsYJLlixhRkaGgOSsqalhaGgoz58/T1VVVeGjqanJ6upqDhkyhCkpKdy9ezfnzp0rkGpEIhFLSko4ZswY7tixg8rKylRQUGBVVRXNzMz49u1bBgcH8/Tp07xw4QJbWlooFosplUoJgN7e3jxx4gQBMD09nW5ubmxoaGBFRQWHDx/OlpYWHjp0iLdv36ZUKqWVlZVc+VatWsVFixbxyZMndHZ2pp6eHisqKjhmzBiKxWJu2LBB7kUhlUoFA2Dr1q0cO3Ys1dXVqa6uLgxi09LSuGnTJgHJKZVK5bClZ86cEfjjr1+/poaGhoB1nD9/PqOjo4WBpIODA0UiEQsKChgWFiYEMhsxYgQbGhro6OjY7l7KDAAZMnLkyJFMSEhgfHw8Q0NDWVhYSDs7O1ZXV9Pf358XLlxgfHw8xWIxJRKJUL+tra2USCQCtcjX11eu7pSVlRkZGcl58+YRAF+/fk19fX2+e/eOPj4+PHHiBA8fPszg4GCWlZUJ5JdBgwZRKpVy+/btTE1NZUtLC3v06MHGxka+ffuWs2fP5vHjx3n9+nUBOynTh4MBmWpra+XKpqqqKqBqy8vLqaCgQDU1NWHw+PTpU5qYmFBfX589evRgeno6NTQ0eOzYMfr7+7OkpIR6enosLi5mYGAgExMTuW/fPk6cOJGFhYU0MzNjVVUV3d3deenSJe7evZtTp05lbm4uu3fvztraWrq7u/PWrVuMiYnhvHnzmJeXRwsLC4FJn5GRwZUrV3Lx4sV8+vSpcK+trKwoFouZnJxMAwMD3r59myKRiA4ODiwvL6enpyevXr1KdXV1pqSkCIQpHR0d9u/fn+np6Vy7di0XLVrEzMxMOjk5saqqioqKigwJCeHhw4epoaFBZWVlIcCcbMAfFhbG1atXEwBzc3OFwaqmpma7+v0wqFpra6scnUuGBpVNEGzZsoUPHjyQa2NisZg3btzgrl27KJVKOWTIEFZXV9PKykoY/O7du1eIw6Cmpsaqqira29szPT2dERERXLRoEZWVleXKNnz4cKEMsjYjEonY2trKFy9eCPjL+fPn88WLF0JsjJ49ewrGv6yPs7a2prq6OouLizs0AGTXUlhYyMWLF1MikXDGjBl88eIFW1paaG1tLUyA7N+/nxcuXKC3tzcBCBMZHaGFZeV9/Pgxly9fzujoaKEO6urqaGJiIpCoNmzYwEmTJgkGQFNTE729vSmVSnnw4EFeunSJwcHBrKqqor6+Pt++fcugoCAeO3as3X21sbERnrndu3fzwYMHbGpqorW1Naurq+np6cnU1FSqqKhQSUmJjx8/prm5uXA/W1paePr0aYHi5ezsTJFIxOLiYvr4+DAhIUE49+3bt8J5UqmUN27c4M6dOzl9+nQWFhZSJBJRQ0NDrnwXLlwQ4oGQbdSjgIAAAal7584dDhgwgFVVVezVqxezsrIYERHBmJgYpqWl0c3NrdMA6NS/XZ0GQKf+NpIZAN999x0vXbrEbdu2cfHixczIyKCnpyeLioro5+fH69ev08jIiHv27OGkSZOYl5cnvOBra2uZnJwsNzOlrKwsN+u7evVqYcaptbWVnp6ewiysvr4+dXR0CIC1tbU0MDBgRUUFfX19hZnz2tpa+vr6CrOolpaW1NHRob6+Pu/du8e+ffuysbGRRkZGQsROkUgk5GlmZiZXPn19fZ48eZKDBg1idXU1DQwM2NLSwvT0dK5cuVIuZkBVVRVJCgaAoaEhtbS0+ODBAxoaGrKhoYG9evXilStXePjwYa5fv54PHjxgS0uLcO77kkWOtbe3Z/fu3Xn37l2amJgIA/VHjx5RKpUKs78LFy6kSCRifX29HLv7Q8kMgMLCQgJgQEAAT506RWNjY6alpdHW1pbNzc2sqqpiUVERly5dSpFIxMjISJaVldHY2FiIlrxixQohXS8vr3Y4RiMjI5qYmFBDQ4O2trZUV1fns2fPqK6uLuAQQ0JCBANANtN3/vx5njx5UlgBaG1t5cCBA1lTU8Pm5maBcT5t2jTW1dWxtbW1Q/SgTDU1Ne1mhQGwoKBACJ40ZswYrlq1imZmZlRTUyPQFiTLxsaGfn5+PHDgAHV1dZmamkoLCwva29tTWVmZkydPZkJCAvX09HjhwgX6+flRRUWF+fn5tLKy4vjx47l161ZevnyZo0aNorKyMhsaGujq6so7d+50aAD06NGDjx49YlRUFCMjI+UMAFn016lTp1IkEnHs2LG0trZmUVER7e3tqaamxoULF3Lnzp28cOECg4ODqaysLGBUU1NTGRMTwxUrVgj4xp49e9La2popKSnU1dXl4cOHOXToUNrY2FBVVVWYEZatApibm1NVVZV2dnbCCtmHdfuhASBTbW2tYPgOGzaMEolEeH4jIiJYUVFBd3d35ufnCwHFtm/fzps3b7KmpoYeHh4sKipiQEAAU1JSGBsbyylTpghxKvAfsQtks+fGxsbtYjgMGTKEJHno0CFhoOfh4cHGxkaOGjWK9fX1PHnyJM+dO8eQkBDm5+ezqamJjo6OTE1NFfo4Ly8v2traUkFBgcrKypw1a1a763V3d2dLS4vQ3xw5ckRoC0VFRWxsbKSqqirnzp3L9evX89ChQxwwYABtbW2FawkPD29XfwMHDmRdXR3DwsJIktHR0bx37x779OnDgoICoS2836fJDACZsrOzGRMTw6amJiFddXV1+vr68vbt2wK+9v1P9+7dSbYZEbL+z9XVlQ0NDTQxMREC4EVGRgrR12WrioGBgcLK3dKlSwWksqy/lt2zmJgYjhgxQoiw7u3tTZLtDID3y6elpUUjIyNeunSJZBvOuaysjJWVldTQ0OCaNWu4du1aIZZLJwa0U/+b6vQB6NTfTv7+/rh58yaUlZXx2Wef4bfffsPatWsRGRmJuXPn4o8//sDatWvx888/Izw8HNu2bUNraytEIhF27dr1L9M/cuQICgoK8PLlS7S2tmLHjh3Cb4GBgRg8eHC7c+7evYuLFy8CaHPYPXr0KFRUVGBgYIC1a9fiu+++a+cIWFtbK1CK7t69i5cvXyI/P19wPpVp4cKFuHfvHlpbW5GdnS1cS2JiIqysrHDs2DE0NjYKx76vsWPH4uuvv0afPn3g7u6Op0+fwsTEBLGxsRg8eDBCQ0Nx5MgRNDc3C+eKRCLBEU+mQ4cOoaioCD///DMOHDiAx48fw8LCAv3794dYLMaQIUMgEonw/fffY//+/fj9999RU1ODZ8+e/WU9Dxs2DDY2Nhg6dChKS0tRU1ODdevW4dy5c3jz5g1aW1sFP4NPP/0Uv/32GyIiIlBXVyfs1TUyMsLy5cv/Mo9+/fph8uTJmD59Onr16oU9e/YAaEO49uzZE2FhYXLHk0RRURFiYmJw//59eHh4CNSa1tZWXLp0CRs2bMDr16+RlpaGN2/eIDY2FqWlpZBKpe2wg/9KQ4YMga2tLZSVleHt7Y2rV6/iyJEjmD9/Puzs7DB8+HA4Ojri4MGDKC8vx82bN+Hj44OoqCiUl5cjPj4eEyZMwFdffYXMzEzMmzcPa9aswdy5cxEUFIQBAwYgJSUFly9fRpcuXQQ8YmhoKJ4+fQoXFxeUlJRARUUFhoaGePXqFb799ltkZWVh4MCBKCoqgqamJrS1tVFQUAAPDw9kZWVh0KBByM/PR3V1NeLj42FhYYGDBw9i2bJl+O233zBt2jQYGxvj2bNnuHv3LiZOnIiuXbviyZMnsLS0xJo1a9C1a1fY2dlhxowZ6NmzJ+Li4vD27VusXLkSQ4cOxZs3b5Ceno64uDgEBATA1tYWjo6OmDNnDgBg0aJFsLKywsGDB1FZWYk+ffoAABwcHNC9e/d/Wu9xcXEQiURQVFREdHQ0ysrKcObMGZSXl2PZsmWoqqoSqDyrV6/GTz/9BCcnJ5SWlmL58uVYv349li1bhrCwMKSkpEBbWxsXLlzAihUrEBUVhaCgIJiYmAgkrh9//FHYhz5ixAi5soSEhAh0oJ07d0JVVRU//vgjjh07Bg8PDzx48AAxMTFwc3MTEJKXLl0S+rhLly5h7969UFZWhpGREebPn9/uelNSUtDc3IwtW7agvr4egwcPxsuXL/Hjjz8Kz4+VlRUGDhyI3377Ddu3b8eTJ0/w66+/CijU9/HJe/bsQWNjI+Li4qCmpoYFCxagrq4OqqqqKC4uxpdffolPPvkEDx8+xMcff4zw8HA4ODjA3Ny8XdksLCzQtWtXnDx5EqtWrcLdu3cRGBiIuXPnIjY2FnFxcejVqxeMjY3b1V9eXh4OHTqEhoYGuTQ1NDQEetLTp0+hp6cHoM134NixY3jz5g2uXLnSrizdunXDmjVrYGlpiZ07dwp+N7m5uUhOThb8LT6UrExfffUVxo8fD6AN7pCYmIglS5YAaCOkOTo6QiQSYc6cOcjOzsb333+Pp0+f4tNPP0V5eTnEYjE++ugjFBQUdJhPpzr1/1KdBkCnALThKWfMmIFPP/0UmpqasLCwQEBAAHJzc9sdm52djcGDB0NLSwv6+voICQlpN2AE2vB7GzZsgLW1NdTU1PDZZ5/h6NGj/3+X9dGjRwKus7S0FJ9//jkuXrwIHx8fpKWlQVFREW/fvkVQUBCOHz+OdevW4dKlS9DU1MS0adNw7tw5Ia2ZM2cKTqFeXl54/vw5ZsyYAQMDA9y4cQMtLS2C4yEAZGVldTio9fT0RL9+/fDmzRvMmzcP9+/fR0tLC96+fYvRo0fj6NGj+OWXX+TO0dPTw8KFC4VBkaGhIW7cuCEYAAYGBggJCcH9+/dhamqKcePG4cqVK5BKpVBWVoaTkxNsbGzw+vVrvHjxAkCbA937evLkiUDzOHjwIDw9PRESEgJdXV0cOnQIOTk5WLp0KW7duoWdO3fi+vXrqKura0cASUxMBAA8f/4cRUVFuHXrFvz8/GBnZwcFBQV4e3sjISEBubm56N+/PyZMmAADAwOcO3fuL50zfXx8oKqqCm9vbxQVFaGmpgZJSUkICgqCpaUlFBQUMGXKFCQkJMDU1BSff/45ampqcO3aNXz33XcCeq+ysvIvX8wFBQXIzMzEsmXL4ODggB9++AESiQSjR4/Gp59+ilOnTqGurg49e/bE5cuXMXv2bCQkJCAvLw8DBw7E77//DhcXF6SnpyMxMRGKiorw9vaGvr4+bG1t8ezZM4hEIly4cAFKSkrYuHEjAKC0tBSlpaUdlul9ffvttwIJxsvLC7a2tujbty/mz5+Px48f4/vvv8esWbMQGBiIr7/+Gk+fPkVOTg48PDywZMkSfP311/D09ERqair+/PNP6OrqYsKECQgICEBcXJxALJo3bx6kUiny8vJw8eJFDB48GBcuXEC/fv3w8uVLqKiowMjICA8fPsSgQYNw7tw5DBgwANnZ2dDW1oauri6ePHmCgQMH4ty5c/jmm2/w559/Yvny5aisrMTw4cMxd+5c7NixA97e3ujTpw9qa2uRlZWFmpoa3Lt3D01NTTh37hxCQkJgZGSEixcv4t27d3B2doa6ujoSExOhpaWFcePGoba2Fs+ePcPChQsREBAALy8vaGlp4YsvvsDRo0cxcOBAzJw5E15eXvD09ISamppAm+rduzfs7Oz+ab2Hh4dDU1MTJPHHH3/AzMwMgYGBQoyGlJQUJCUlYfv27cI5NjY2KCwsRFRUFIYNG4YdO3ZgwYIF8PX1xaVLl+Do6AhPT0989913+O6771BUVISVK1di2LBhWLlyJWxsbKCnp4ehQ4f+ZbnOnj2Lf/zjH8jPz8cPP/yAY8eOwdTUFBoaGpg/fz6Sk5OxZMkSfPzxx2hsbMTcuXNhaWmJ06dPC07oc+fObZcuSdy8eRORkZGorKzEsWPHMGLECOTn5wuOrtXV1Xj58iXCwsIwZcoUdOvWDadPn4aysjKGDx+OiIgIIb158+ZBS0sLZ86cgVQqxfHjx/H7779DVVUVa9euxdKlS6GlpYXff/8dT548wbx58/D555/L3ZeWlhZcv34dtbW1aG5uxrt377Bo0SIEBwfD29sbZ86cQU5ODt6+fYtp06bho48+AgCh/mSD/r59+6Kmpkbuert06YIBAwYAaINGLFq0CFpaWgCApqYmlJeXy4ESZGpsbERKSgocHR0FJ3zZfZFKpQKi9H0pKCgIaclgCEAbcEAqlQp98rNnz1BeXo6LFy9i1KhRmDJlCnbt2oWAgABMmzYN9+/fR21tLb777js57GynOvXvUqcB0CkAbXjKkydP4ptvvsGWLVswZcoUXL9+HZ9//jmePHkiHPf69WsMHDgQL168wJo1axAeHi4MnmV4PZmWLFmCiIgIeHl5Ydu2bbCwsMDo0aNx7Nix/+nLa6dJkyYJM4bvy9XVFVKpFM+ePcPYsWOhqqoqzKi5urpi1KhRAIA1a9Zg69at2L9//z/NR19fH2vWrMHgwYPlVgAUFBSwdetWbNu2Te542eBchhDsSL/++itiY2Ph6OgIY2NjGBkZwdLSst1xgwYNEl6WMTExiI2Nxfbt27Ft2zbMnDkTQFugIF1dXbnzjIyMhEBCQNusZJcuXWBgYIBRo0bh+fPn8PX1lTtHV1e33Ww6AMydOxerV6/GihUr5D4jR47EokWL8MsvvwhBjSwsLISBYWRkJGJjY7FgwYJ2aU6YMEF4mf+V1NTUhLr19vYWVgx++eUXAW/6ySefYOrUqXLnKSoqIiIiAnl5eXj48KEwOJo5cyZ0dHTa5fP1119DT08PM2fOhKKifHd64sQJuWuWzQZ7e3sjMDAQixYtQmxsLHbu3NmOIz5v3jzY2Ni0y+/777+Hl5eX8H3fvn2IjIzssJ46Unh4OCwsLNr93dvbG0+fPsWIESMEooqpqSm+/fZbvHnzBl9//bVwbEREBH766ScMHz5crv1v2rQJGzduFOg3QBu55quvvgIAHDhwQKijXr16ySEgFRQUsGLFCuG7p6cnysrK8PjxY+zcuRPTp08XqC5AG5O+f//+Qrof1p9MUVFRcvfgQ5ykLNhYZWUlrl+/DhcXF9y7dw9BQUECkcvQ0BA//vij3Hn79+8XSDB2dnbQ1NTEJ598IhfjwdjYWLimKVOmCLP8Y8eO7bCsADB//nzo6uoKx3z33XdwdXXFjh07MH369HZtrCM9ePCg3fP2PjnMwsICQ4YMwcGDB/HDDz9AW1sbMTEx2LRp079MuyOpqalh2rRp+Oqrr/Dtt9+2+93a2lpAHnckExMTDBs2TPi+Z88ewSCVxTjYv38/Hjx4AKB9/X3++ecwMzNDdHQ0YmNjsXXrVmzduhUAEBQUhMzMzA6RpgAwZswYnD17FlFRUR3W7ZIlS9C1a1eEh4ejS5cuCAkJgaOjI0iiT58+MDAwwP79+zF+/Hh0794dixcvFs4NCgpqhzsG2uhxf/zxByIjIxEdHY0NGzbg5MmTcHBwgKamJtLS0gRyUKc69W/V/+oGpE79n9HNmzfbkRZyc3PZpUsXBgcHC3+bNm0a1dXV5fZxXrp0iQAYFxcn/O3169dUUVER9oaSbfvpBwwYwI8++kjOafI/K5kPwIEDB7hixQru2rWLx48f59y5c3n37l2OHTuWaWlpXLJkCfft28fDhw9z4cKFrK+vl0snOTmZzs7ONDY2FnwAJBIJr169ygMHDrCioqLdOSUlJTQxMaGTkxPXr1/P+fPnMz09nRMmTKBYLOa5c+eYmJgod45UKqWamhrnz5/PI0eO0M7Ojvfu3WNeXh7Hjx8vOOt+KDMzM/r5+Qn7StetW8dFixbx2bNntLGxoVgs5u3bt7lhwwbW1NR0uO/81atX7N69O+Pi4ujr60tvb2/eu3eP48aNE4hFFRUVPHjwIN+8ecMZM2Z06Lzq7+9PX19f3rt3j+rq6gwPD+eRI0e4d+9eLl26lDdu3OD48eMpEom4fPly1tXVsbKykiS5bNkyikQi3rt3r90eXg8PD6qpqXH06NG8evWq4AOQkJDAUaNGsaKigk+ePGFYWBhFIhFLS0uF+7J48WI2NTVx6tSp7cor8wFQUlLikCFDCIA2NjaMj4+nm5sbfX19+eDBA/r6+tLAwIDr1q1jbGwsz5w5w+bmZhoaGrKxsZFz585laWkpr169ytzcXEZGRgp+GosXL/5XTZUkuXz58g73/FtYWNDOzo79+/entrY2R44cyXv37tHLy4tmZmbcsWMHV65cSV1dXQ4fPpx37txhr169mJGRQVtbWx4+fJgLFiyguro6RSIR7ezsmJ2dzaVLl3LVqlXMyMhgz5492djYSAsLC7569YqzZ8/mli1bmJ6eLpBfjI2N2dzczFOnTvHixYuCD0BYWBgfPHjA+fPns7GxkQcOHODDhw9ZWFjIqVOnUiwWMz09neHh4Xzz5o3gRxIREcH79+8zMDCQc+bM4ZMnT7hz504GBgYyJSWF48eP5/379xkWFsakpCQGBgby8OHDDA8PZ3p6OoOCgmhvb8+nT5/SysqK+/fvp4eHB9+9e0cdHR0OGzaMvXv35oYNG+jk5MTExEQ6/P/Ye++oKq+t7fuCDUiVKlKiiIpBYteo0UjUWKNRY0MFsRMVxF5iR429xH6siIoawdiiEhQURQRRwAaIIggCAtLZbHaB6/uDd6+HLeSc5/3e93zPd8bgGmOPIe67rLXuea+95lpr/qazM8eMGcNHjx7R2dmZ+/fvF/EqQUFBtLKy0mj7jRs31vusZDIZP378SLKm75LL5Zw1axZlMhnXr1/PpKQkRkREMDs7m/Pnz6dMJmN8fDzd3Nx48OBBBgQEsGvXrszJyWGLFi1EYOiKFSu4bt06duzYsU5Z1DEAtTVr1ixWV1ezoKCAx44dY0REBJOSkpiens7p06dTJpMJW1AHUZ89e5Z2dnaMiYmhnZ0dz549W8fm1KQcsmbP/f3795mVlUVfX1/KZDLGxcVx3rx5vHLlCvft28dNmzYxLCyMTZs2ZXR0NB0cHJiZmVmnvMnJyZRKpdyyZQtJ8tatW7x69Sq9vb355MkTTps2jffu3WOPHj3o7OzMoKAgjbKQ5Lt373jz5k1+/PiRMplMlKlNmzb88OEDt2/fzunTpxMAb9++TQMDAxEDUFurVq3i06dPqVKpRB935MgRYQvW1tZ1fneCgoIYEhJCLy8vKhQK3rt3jz179mRgYCBbtWrF3r171+lfk5OTeejQIfr5+bGgoIBeXl5i/3+vXr1EOdWaMWMGFQoFb926xR07dnDnzp28efMm58yZw6dPn3LGjBm8c+cON2/ezH379vHKlSucNGlSQwxAg/7tanAAGvRP1aVLF3bp0kX8bW1tzXHjxtU5rk2bNvz+++/F3wcPHiQAvnr1SuO4c+fOEQAfPHjwv12W/50g4O3bt3P9+vWMjo6uM7BVBwGHhISwbdu2IiBy8uTJGgP5qVOnigCz7Oxsurm5cfv27bS1tRVEnZycHI4bN05QMGpLTQEyMDDgunXruGLFCsbGxtLd3Z2ZmZkcMGBAvfW0s7OjiYkJnz9/Xq8DoEYXRkdHc//+/Tx69ChTUlI0rpGWlsbp06dz7969NDY2JgAx6MvKyuLMmTNJUgTr1hcATNYE+zk6OrJjx45MSUnhyJEjBZHH09OTubm5LCgoYL9+/VhSUsK4uDgGBweTrAl6raqqokwmqzMgefDgAZs1ayYCXD93ANSOTnp6OmfPns2YmBhev35dXLe6urreMn8eBDxq1Cju2bNHBAEnJyezd+/efP36NQcMGMBLly4xICCA8+bNY0FBAQsKCti/f38RLFlRUUG5XC7uWV1dLb67ceMGo6OjSdYE+30+uPjcAbC3t2dkZKQgori5uTE+Pp5mZmZ0dXXlkydP6OHhwcOHD9PExIQxMTFs2rQpe/TowaSkJM6bN4+7du2ijY0NY2Ji2Lx5c3bu3JmpqakiCPjs2bP08fER9UxPT+fkyZN548YNHj16lIsXL+bz58/Zt29fZmRk0NPTUwQBl5eXc8qUKUxPT6dcLme7du2YkpLCLVu2cOPGjUxNTRVBwIMHD+bjx4+5a9cuVlRU0NfXl0lJSVSpVGzatCkTEhK4adMmHjp0iBcuXKC7uzvfv3/PPn36MCkpib6+viwoKOD69esZGxvLwYMHMzMzU6BHDx8+rGELmZmZtLW1ZVxcnEYQ8MuXL2lhYUEnJyfq6enR3t5etLeDgwMlEsm/dABKS0s5b9488bc6CLioqEgEzsrlch44cIDx8fEiCFilUrGgoEAjCPjNmzds0aIFu3btyqSkJBoaGrJp06Y8cOCAQOr+MwdAbdMqlYrl5eWUyWRcsWIFs7KyWFRUxMrKyjoOQHJyMp2cnIQtqINY/84BkMvlwrF5/vy5COZ99eoVFy5cyOPHj/PatWucMmUKJRIJu3XrxpSUFI0g4NpSwxWioqJ44sQJzp8/n0lJSezTpw/fv3/PFi1acPLkySK4PScnR+N8hULBiooK7tmzh+np6SwuLmbv3r355s0benl58eLFizQ3NxfOfGZmJps3b16nHCUlJezbty8rKiro5ubGsLAwWllZMTAwkJ6entTR0anzjkqlUs6aNYtv3rxhnz59WFxcLOAAtYOA1X3BjBkzKJfLefDgQYaGhnLixIl8//49LSwsmJCQwHHjxnHnzp0aDkBRURFLSkro5eXF8+fP89y5c5wzZw5TUlLYu3dvpqWlcerUqbx69SpPnDjBhQsXChxwgwPQoH+nGhyABv2tqquraW9vz0GDBpGsmRkDwG3bttU51sPDgxYWFuLvmTNn0sjISAO5R5Jv374l/hee8n9XtTGgvr6+f4sBnTFjBgMDA3n16lW6u7uzpKSESqVScMLVDoCJiQm1tbWpo6PD6upqJicnc+nSpdy/fz9jYmI0uPLZ2dmUSCTcvn07fXx8+OzZM3bu3Jnl5eXs3LlzHRRknz59KJPJ2Lx5cz579kxgOGNiYtirVy9WVFTQ1taWWVlZXLZsGUkKfKadnR21tLRoZmZWrwNQUVHBgoICTp48mQqFQmDtaistLY16eno0MDBgeHg4u3fvLhyA7Oxs6uvr89ChQyTJiRMnihwCn2vy5MmCoW1ubl6vA9C2bVvK5XKmp6dz8eLFda5T2wHw8/Pj/PnzaWpqSm1tbTF4i4uLo5+fHzdt2sTY2FjK5XK2adNG4PeUSiX37dvH+Ph4kqSLi0sd2yL/ywEwMTFheno6JRIJN27cyGXLllFLS4vm5uYsKipix44d+ezZMxoZGfHcuXOUy+WCwFJUVMTx48fz4cOH9Pf35+LFi5mdnc327duzoqKCw4YNI6mJb6wvB0FtB0BXV5daWlo0MjKiRCKhoaEhdXV1aWhoyMLCQurr69PIyIj6+vo0MDBgSEgIhw4dKpCSZmZmdHd359mzZxkcHMxx48YxLy+PBgYG7NGjB+Pj47lu3Tpu2bKFMTEx7Nu3r0AMJiUlccmSJdy3bx/v37/PYcOGsaioiBUVFXR1daVSqeSJEycYEREhBpjl5eXs2rUrlUolL126xEuXLnHy5MnMysqiUqmks7MzlUolb968yYsXL1Iul3PAgAEsLy9nixYtmJaWxnnz5vHQoUOMiIjgwIEDWVpaSnt7e2ZlZXH69Om8cOECr127xgkTJlBbW5vl5eUCPWpkZMTz58/Tw8ODGRkZdHBwoJaWFkeMGMErV65w//79nDFjBo2MjGhgYMBPnz6xe/fuDAsL49atWzlnzhyB6y0sLCQAamlpcevWrXWekxolq5ZcLhfUsI4dOzIzM5PLli2jUqkUeGC5XM6mTZty6NChVCqVPHXqFK9du8bRo0fz48ePNDExoZGREd3c3BgQEEAjIyPq6OgIW8jJyanXAaiurma7du1Iko8fP+bRo0eF/atXdWo7AGvWrKGRkRGzs7NFPgJ1novjx4/Tzc1NwwFQ1+vYsWOMiooS9S4qKuKQIUMYGRnJ3bt3c9myZUxMTGSzZs1YVFREIyMjenp61ilvmzZtWFpaSg8PD1ZVVXHnzp2Mjo4WtKxWrVoxOTmZ+vr63Lt3L+fMmSPwyrUVHBzMa9euiVwIRUVF7NmzJ+Pj47l+/XquXLmSUVFRdHFxoZGREVu1aqVxvnrFrmnTpiIvx6NHj7ht2zYuWLCA+vr6zMvLE8erMaC3bt2iQqFgr169WFZWxuLiYg4bNoyXLl2ioaEho6KiRD+jxnpGR0fz0KFDVKlUrKyspIuLi+ivJRIJDQwMGBYWplG+wsJCjh8/npcvX2ZwcDAnTJjQQAFq0P+4GhyABv2tzpw5QwA8ceIESYqtHKdPn65z7NKlSzV+aIYNG8aWLVvWOU4qlRIAV6xY8U/vnZuby5cvX2p8rly5QuBfJwJ7+PAhDx06JGbHPpfaAQgPD+fw4cOpq6vL8vJyTpgwgRUVFTx79qwYaKql/oFt0aIFjYyMaGNjw7KyMnbv3p1FRUViu0BtqVQqSiQSTp48mWfPnuWePXvo4+PDvLw8lpSUsHfv3hrHr1+/nllZWbSzs2PHjh1FwqQdO3Zw3bp1fPr0Kfv27cvc3FwOGTKEJHnv3j2GhIRQKpWypKREfJ4/f84VK1Zw7969NDQ0FDNv3bt3Z3l5ORMSEhgQEKBx/65du2pco6SkhMOGDWNhYSEtLCyYlpbGkSNH8sGDBzx16hTnzp3LN2/esLq6mhUVFfTw8Kj3WaodAPUABajJh6Cui729fb1bgIqLi9mvXz/BLq89i1laWipm42t/+vTpI5L56OjosGnTpjQxMeGlS5c4bdo0pqens23btrS3t+eoUaN48+ZNnjt3josWLeKbN2/YtWtXkaDo8ePHvHDhAisqKjScGnUypc9VWlqqUZZFixaxadOmlEgkIpGVmnG/e/duzps3jzo6OnR0dOSHDx/EAPbAgQOcPn26cBC7desmZpbVtqCvry+QsEVFRRwzZgzv3bvHwMBAzpkzhwUFBbSysmJ5eTknTpzIW7duMTg4mF5eXszMzKSNjQ2rqqqYlJTE5cuX09/fn2FhYZw2bZqGXXt5eVEmk3HPnj18+/Ythw0bxoKCApaWlnLWrFnCGVyyZAlTUlLYrVs3lpeXs1+/foyNjeXBgwe5ZMkSZmVl0dbWljKZjCNGjOD9+/e5c+dOrl27lunp6XR0dGTbtm3FVpegoCCxCtauXTvKZDKRfMzS0pLm5ua8d+8eO3fuzKysLDo4OFBXV5fW1tY0NTWlkZERnzx5QltbW2ppaYltdZ/bS+0kYWotWrSInz590vg/tS2QpLu7O7Ozs8UK4PTp0xkQEEBLS0u2aNGCLVq04MePHzl48GBGR0fTwsKCR44c4YgRIzQS0Xl4eNQpj3qVSb0F8cKFC4yJiaGnpyelUinz8/M5evRo4QDIZDJOnTqVEomEzs7OTE9P59SpU3nq1Kl6VwA+fPhAPz8/Ua/ayQ6Tk5M1bGHIkCFs1qwZtbW1OWTIkDplVZe3to4fP8779+9zxIgRIpFfjx49eOfOHZqZmfHy5ct1rqF+l7Zv3y62RFpaWrKwsJDjxo3j1atXaWFhQQMDA4F+re+5kTUo0NLSUpGrY8eOHQTAJ0+e0M7OjiqVioWFhSIR2K5duxgbG8uqqiqBLrWxsaGPjw937NghEoHVlkKh4MGDB/n06VO6u7tTKpXS0tKSKSkptLa25qpVq8SEgBpDW1xczBkzZvDChQu8fft2HQegIRFYg/4n1OAANKheJSUlsXHjxvzmm2/E4Of+/fsEwN9//73O8WvWrCEAsYTdv3//ehNAVVVVEYDogP9Of7d/GgDPnDnDNWvW8PDhwwwODqaPjw8TEhLo5ubGmJgYLlu2jEVFRQwICGB4eLiY5VIqlczOzuaNGzfYpk0bWlpaMiIigubm5iQpmPLqLR61lZ2dzREjRrCoqIiLFy/m1atXqVKp+O7dOyqVSt6+fZvnz5/XOEelUtHGxob37t2ji4sLnZyceOPGDSoUCnp4eFClUvHDhw917mVnZ8cXL17Q1dWVQ4cO5YkTJ3j+/HkuWLCAcXFxIiGPTCZjQUEBSYo9o+pP165dGRwczKNHj3LVqlWMiorixIkTBfu9oqJC7G3NysqiSqWiXC6v09bdu3fnkydPaGhoyP79+3PkyJEsLy/nnj17mJqays6dO1Mmk1GlUjErK0s4IrWldgCGDx/OtWvXEoCYtTY3NxezYzExMQwICODSpUtZUlLCSZMmMT09nST57Nkz3rt3T1xTnTG5PvuIjY2lRCJhy5YtGRISwl27dnHq1KkMCgrilClTmJyczKdPn3LBggU8f/48/f39xd7jly9fcurUqZTL5czPzydJ7t+/X2NAWFhYyN27d9d5buqVktqf8+fP08HBgQCELbRr10441s7OzoyPjxfs+Dlz5vDw4cNs3749Hzx4IGISWrVqxY8fPzIwMJA3b97kqFGjhANQVlbGRYsWsaCgQOxpVigUov0+fvxIPz8/lpSUcN++fXz48GEdWzh69CifPXsmbCEtLY1KpZKhoaG8cOECCwoKKJPJmJGRwQkTJlClUjE7O5vx8fE8fvw4KyoqOH/+fCYmJlImk3Hu3LnMy8vj7du3efnyZcrlck6ZMoWpqaksKiriihUrePz4cZ4/f14kcFLv+05MTOSaNWu4YcMGDQdAvX0tLCyMq1at4qpVq2hsbEwtLS3GxcXRxcVFJPHz8/OjqakpBwwYQGNjY0ZERNRrKwYGBv+sGxL2p7brvLw8yuVyenp6cvz48YyOjubu3btFIqusrCy+efOGbm5ujIyMZP/+/Xn69GkOHz6cFhYWjIyMFFtM1Ns8an9kMhllMpnYblNSUkKpVCqey4QJE5iRkcHU1FTu2rWLmzdvZnh4OKdMmcLnz5/T3t5eJB1U93Gurq71rlCp65KWlsbKykp6eXkxLy+P9+7dY1BQELt3786YmBiampqKvv/zT+3rlpeXs7S0lLt27WJ0dDTfvn1LqVRKExMTrl27locPHxZxV7U/U6ZMYWlpKcvLy5mdnU2lUikcW7UDsHHjRi5dupSPHz+mkZERp02bVqc+mZmZVKlUIrdBdHQ0W7RoQRsbG/bs2ZN6enr1rnJu2LCBT548oVKppKenJ+/evUsXFxeuW7eOy5cvrxMD8OrVK96+fVuj/YYOHco2bdrQ39+fDg4OYgJpxowZVKlUVCqVvHPnDrdv386ysjJu2bKFsbGxYhugr68vL168yGPHjnHVqlUMDAxscAAa9G9XAwWoQXX08eNHDBs2DKampggODoZEIgEAGBgYAADkcnmdc9ToSvUxBgYG/63j/k5z587Fy5cvNT5XrlwBAERHR8PJyQnV1dVIT0/Hd999h6CgIHh6eiIqKgoTJ07E4cOH8e233yI6OhpKpRIAoFQqcfv2bQDAwIEDsXTpUowaNQpTpkxBZGQkrK2t4enpicDAQBQXF2uUx8jICI0aNYKPjw/s7Owwe/ZsVFRU4PTp05DL5cjPz8eECRPq1KOsrAwPHjzADz/8gO+//x4vX75EZWUlZs2aBZVKhevXr9c5Z86cOejZsycmT56M5ORkVFRUICcnBz179sQff/yBmTNnims/f/4c6enpdSgXWVlZSE9Px4MHD/Djjz9i6dKlOHEmww1HAAEAAElEQVTiBCIiIjBkyBAEBwcjOTkZAHDr1i3RRp9rzJgxGDZsGGbPno3p06cDALKzs2FoaAgrKytMnToV9+7dg0qlwp9//on8/Hy8efOm3mslJiYiMjISAHDmzBmMHj0aM2bMwLVr1wDU0EKKi4vRuXNnNGrUCDNnzsT58+chlUphYGCA7777DsnJyaisrMTp06frJb94enriu+++w9y5c/Hu3TusW7cOJiYmiI+Px+XLlzF69GgcO3YMEyZMwJw5c/Ds2TM4OTnhjz/+wLZt29C3b1/4+/ujoqICjx8/xocPH+Dh4QFLS0sAwP3792Fubl4vavFzDR48GMuXL8f79+/h6+uLjx8/wsfHB4sXL0aPHj0QEhKC/Px8nDp1CjNnzoS1tTVatmyJ2NhYHDhwAOvWrcOECRNw9+5d/PTTTzh16hTKy8uRk5ODbt26ISIiArNmzcKLFy8wa9Ys7NmzB926dUNCQgJu3LiBU6dOwdXVFSYmJnBwcMC5c+cwefJkPHv2DJMnTxbt9+nTJ8Efv3XrFm7evAl/f3/I5XIUFBSgX79+OH36NEpLS3Hx4kWcOXMGN2/eRGhoKJo1awaZTIY//vgDW7duRd++fSGRSNCvXz8EBATA2dkZd+7cwcePHzFjxgycOHECKSkp8PHxgUwmQ05ODsrLy/9lWwJAeXk5Tp48iYyMDISFhUFHR0fQWU6ePIm8vDz89ddfiImJgYODA+zs7DBjxgxUVFRg1KhRcHNz+2/dB6jJy6FSqXD27FkAQF5eHt6+fYvo6GjIZDLMnDkTZ86cQUhIiEZekJ9//hm7d+/GlClTcPr0abx9+xZFRUWYP38+HB0dcfr0aSiVSpSVlSE4OLjee+vr62PHjh0AgLdv3yI3Nxc3btzArVu3cPr0aZw4cQKVlZWwtbVFp06dcODAAXz//fc4e/YsfvzxR8yfPx9Dhw7FwIED0bp1a3h6etZLuImKioJMJsPZs2chkUgwePBgnDp1Ci1btoSJiQkyMzMREBAAmUyGM2fO/Ms2y87Oxvnz5zFjxgw8fvwYR44cQXh4OJYsWYLq6mpUVVVh7NixAABvb2+N9zctLQ3Z2dkIDQ2t0xe1adMGV65cgbm5OUaNGgUvLy/RF9XW1atXERoailOnTuHq1asAgD59+qBTp06YOHEili1bVm+fsWbNGty9exf37t3Dvn37sGDBAixevBi3bt0S/X5t2dnZoW3btoiOjsb169dx/PhxzJw5E58+fcLNmzfRu3dvkYfi+PHjkEgkUCgUePz4MczNzXHhwgV4e3tjypQpOHXqFEaOHIn58+cjJiYGJSUlGDFiBLZu3fov27tBDfo/VYMD0CANlZSUYOjQoSguLkZISAjs7OzEd7a2tgBQL988JycHFhYWorO0tbXFx48f6zDg1efWvm59sra2xldffaXxad26NYCawbhMJgNQw3suLi6GpaUl8vLyBBLTzMwMoaGhMDIyEp2+gYEBPD09AdQMng0NDQVuLi8vD6WlpcjOzsaAAQPq/Ahpa2ujT58+IImOHTuiU6dOopza2toCnfi5dHR00LhxY5SUlKCsrAwGBgbQ1tZGTk4OAgIC6mAogRp8IEl8+vQJ+vr60NbWhp6eHsrKymBhYYGMjAycPn0aTZo0Qd++fSGTyUQiMLV0dXXRqFEjVFRU4OjRo5g2bRoOHz6M8vJyLF26FDKZTGAOZ8yYUS+uDqhh7FdVVcHa2hq5ubmizauqqhAQEIAZM2agvLwcjRo1wsSJE5GRkVEvXhWoGdh8jhxt0qQJ8vLyANQ4lhKJBOXl5Th06BA+fPiAhQsX4sSJE7h79y5ev36N0tJSVFdX13t9oAa7qq2tDWtra9jY2ODbb7/Fp0+fMGzYMJibm+PTp0+ws7PDihUrEBISAgcHBzRt2hQhISEoKyvD/v37cfz4cWhra6Nx48aorKzUsAV1Wf87MjMz03gfdu/eDblcjsrKSjRu3BimpqbYtm0bmjVrhmnTpmHz5s3Q19eHVCrFyZMnMXHiRLRs2RJ5eXmwsbGBoaEhqqqqoFAoYGJigk+fPqFJkyZISkpCaGgo7O3tERISAi8vL6xfvx5VVVVYt24djh8/jg4dOkChUOD169do0qQJcnNzcfjwYcycOROpqakwMjJCQkICZsyYIZ63lpYWLC0tIZfLMXbsWMTFxWHu3Ln4xz/+AZIYOXIkLly4AG1tbVRUVOAf//gHtm/fDoVCgUOHDsHT0xPXr19Hhw4dcOXKFaSmpmLNmjWYO3cudHV1hV2rJxj+ldTPRKFQwNPTE7du3UJ5eTkOHz4Ma2trtGnTBkuXLkXjxo1x4MABjBs3DrNnz0Z1dTUkEolIBjV9+nQNXGd9KiwshJaWFlatWoXS0lJ8+PABXbp0gampKbS1tZGXl4cTJ07g559/Frkf1Nq6dSsmT56MLVu24JtvvkHz5s0RGBgImUwGKysraGlpQVtbGxYWFgCASZMm/e07Y2BgAD09PTRp0gSfPn0SdvXw4UMUFRWhY8eOAGrssmnTpmjTpg3Wr18PMzMzHDx4EDExMZg5c6YGBlQtc3NzaGtrY/Xq1VCpVNi+fTumTZuGP//8Ey4uLiIJ35EjR+Di4iJQs9OmTYOLi0ud6zk5OaG0tBRv3rxBkyZNsGnTJnh5eWHatGm4c+cOtLW10aFDBzg4OKBJkyYa53bo0AFOTk6wtLSElpYW9u7dC39/fwwaNAg3btwQkwG+vr6wtbXVQMiq5e3tLZzEKVOmIDY2FiqVCi1btsTevXshkUjqOACxsbEoLCzU6N9kMhkUCgWmTp2KP/74A6WlpRrnKBQKXL16FV27doWZmRnWrl2LKVOmYPv27TA1NYVUKhVI7JMnT6K6uhpaWlowNjbGN998g+zs7IZEXw36/4UaHIAGCVVWVuLHH39ESkqK+BGoLXt7ezRp0gRPnjypc+7jx4/FoBio4XxXVFQgKSlJ4zg1h7v2sf+7at26NfLz86GtrQ1LS0u8ffsW3bp1Q2xsLGxsbBAcHAxzc3M4ODhg2LBhkEgkqKqqEhkZASA5ORnNmjWDgYEBevfujUePHkFPTw8ZGRliYFVbZWVlSEhIwKBBg7Bhwwb4+PjAwMAAXbp0wcqVK1FRUYFbt27VKWujRo3QunVrJCcn4/Xr17Czs4OOjg7Gjx+Pr776SiSNqa3169fjr7/+QlxcHGxsbKCnpwcTExOkp6eja9euePz4Mbp27YqcnBxcv34dbdu2Rfv27QEAEokEoaGhMDMzg4WFBQYNGoSsrCzcunUL3bt3R1RUFBQKhRgw/J0mT56MSZMm4eXLlwgODoafnx9iY2MB1CSCa9y4MZ48eQKpVIqHDx8CqHE66stHANTM7s+cORNmZmYYN24clixZglOnTmHr1q1iRaOgoAAGBgaYNGkSBg8ejJiYGEgkEgwdOhQTJkyAlZUVunfvLhyX2po9ezZGjRqF3377DZcvX8b69eshlUphbGwMa2trfPnll3jy5AlGjx6NzZs3Y/To0bh79y4cHBwQGxsLPz8/bN26FT/99BPWr18PPT09ODg4oHXr1ggJCRErQuoZzH8lDw8P6OrqYuHChbC3t8fKlSsRGxuLoqIilJaWwsHBAW3btkVSUhJ++eUXKBQK3Lx5Ezt37oSrqyuKiopw48YNYdeOjo6IjY2FqakpHBwccPfuXYwZMwabN2/G5MmT4ejoCKlUCplMhvLycpw/fx5LlizBuHHj8Oeff8LIyAh6enq4ffs2TE1NMXnyZPTs2RPJyclwdHTEjz/+iNjYWOTn5yMqKgo9e/aEjo4OpFIpXr16hYSEBCgUCujo6KBnz56IiopCo0aNMHLkSJSXl6Nr164YMmQIYmNj0ahRIyxfvlxkWnVxccGQIUMExx2oydSqp6eHxo0b15lh/Ts1atQITk5OCAwMhIGBATp06ICdO3ciPDwc3377LZKSkrBy5Uo0b94cX3zxBZ49ewaFQoF79+7ByMhIcPiTk5NRWFj4T+81ZMgQ4ZiobQEAHBwcoKuri6ioKHH/NWvW/O11IiIi8O7dO3To0AGFhYXYvHkzbt++jbKyMuzduxdATYKov3MsIyIikJqaChcXF3h4eGDhwoUYPHgwJk2ahEaNGqGoqAgA8OTJE3z99ddYs2YNrly5ApKYMmUK9u3b97fvpLouixcvho6ODjZt2oQbN27AwMBArOJt2LABYWFhWLNmDV68eAGg5v3/vP1yc3Nx5coVeHh44ObNm2jSpAkWLlyIixcv4sCBA1iwYAGOHj0qkheuX7++3gSBzs7OkEgkiI6ORpcuXZCRkYGioiKcOnUKnz59QlxcHNauXYs///yzzrm//vorRowYgW+++Qa6urpo2rQpkpOTkZiYiAMHDuDgwYN1Jg/s7e2hr6+Prl27ihwvLi4uaNGiBUxNTdGhQ4c697G2tsa4cePg7++PLl26QFdXF1VVVQgJCUF6ejqGDx8u+ouvv/4aWlpa0NHRgYODAzIyMjBz5kwEBQXh4MGDWLRoEc6cOYMTJ06gc+fOaNy4Mf766y+NrMsNatC/Tf+T+48a9P8fqVQqjhgxgjo6Orxx48bfHjd79mwaGBhokBzu3LlDADx8+LD4v8zMzL/NA2Bvb/9/lAdgxIgRvHXrFvfv3881a9bQ0NCQnTt35rt37zhhwgTevXuXO3bs4IYNG8Qe3urqakGBqKio4IIFC9iqVSs+f/6cgwcPZm5uLnNycrh69WpKpVJu3bqV3bt3Fx8PDw/euXOHe/bs4bRp0+js7Mzy8nJWV1czPz+fcrmc586d0zinT58+fP36NZ2dnTljxgwuWbKEsbGxguetDqj8XHZ2duzfvz9jY2NpamrKXbt2ccOGDXz48CFHjx4t4gbkcrkIhqsdA9CpUycaGhpyzZo13LdvH0NDQwVBJDc3VwMDSpLz58+nVCrViAGwtramlZUVb926xbFjxzI1NZX29vaMioqin58fpVKpoAB9HiR35coVjXbo2rUr9fX12bJlSzZt2pTBwcGCEqIO9qsdBLx69WoWFxczNzeX5eXlfxsvUlFRIcprY2NDCwsLRkREcPjw4TQ2NubTp09pYmLCHTt2cOPGjYyMjOTYsWOZlpbGMWPGsKioSAQBr1u3TiAR1XYSHx/P69evC4pUbSUlJWnUsXv37tTS0qKjoyOvX79OKysrWllZ0cnJia9evaKZmRlfvXrFPn368NKlS2zatClbtmzJhIQEWlhYMCsrS+zNP3z4MK9fv86cnBwOHz6c796948SJE3n37l0NW1CpVCKIcO7cuSwtLWVZWRkXLFjAoqIiEbei3r8vlUpZXFxMT09PymQyDh06lAUFBUxMTOTFixdZUlJChULBvLw8KhQKTp48mXK5nGVlZSwtLaW3t7cI/Hz9+jUXL17MmJgY+vv7s7KyktOnT2dqaipHjx5NhULBkpISkbchJyeHeXl5rKqq4rNnz4QN+fn5MSMjg46OjlQoFExKSqK3tzfPnz/Ps2fPiriMwYMHMyUlhTNmzOCxY8fo7+/PmTNnMjo6mubm5hwyZAgfPXpENzc3HjlyRNhC06ZN2blzZ+rp6WkEhYaEhNDBwYGpqal1nuPnSN3atrBt2zbm5uaKuiQkJHDjxo2USqUCO6x+LgUFBRwyZAjPnTvHwMBADhkyhPHx8ezbty9tbW1FbgQ1QAH/KwagttQoUB8fH1ZUVIgg35SUFO7cuVPYQk5ODgcOHMicnByGhobSysqK1tbWbNWqFV+8eMH+/ftr1PHmzZviHrm5uZTJZPTw8GBxcbFGEHBiYiLT09PZqlUrXrt2TZTz5s2bbNGihYgBUCgUoi8qLi6mUqlkbm4upVIpDQwMRD4ER0dHGhoaEgDfvHkjYgA+l6WlJVUqFR88eMDNmzeLdyEuLo5GRkYcM2ZMnXMKCgo4dOhQymQyzpo1i9HR0Vy+fDk9PT357t07NmvWjN26ddNoh6ioKNF/KpVKFhcX09jYmH5+fty1axfDw8M5ceJEjXN27NjBK1eu8ObNm1QqlRw1ahTfvHlDFxcX3rlzh/b29hoYULImlsPHx4fnzp1jRESEII1JJBKOHDmS0dHRXLduHffs2cPbt29z+PDhDTEADfq3q8EBaBDJmkEgAP744488c+ZMnY9aGRkZtLS0ZKtWrbhv3z5u3ryZ5ubmbN++fZ0EL+ofNi8vLx47dkxwsAMDA/9flVHtANy4cUNgQENDQ+nq6sqPHz/S2tqanTt3pkql4vnz53n16lVB2qitO3fu8Ny5c3Rzc6OFhQULCwvZtWtXVlVVUS6X88SJE3UCOiUSCU1NTblz504uXryYCQkJ7Nq1q6BKeHl58fLly3UC3Lp168b4+HguW7aMO3bs4OPHj1lZWSn4+PWhLCsqKqijo8MBAwYwIiKCW7dupVwuF/QRtWqfq3YACgoKCNQk2goNDaWhoaHA8kmlUrZv354qlYqRkZE8duwYyf/CHqodgLFjx/LEiRPU0tKiiYkJP3z4QAcHB7Zs2ZIpKSlctmwZDx48yEePHgl0KVlDGFmxYoXIAaH+mJmZMTU1le7u7jx8+DCNjY358uVLdu7cmcXFxQL35+fnR6VSKShAbdu2FeWKjIzkxYsX67STegCxe/duamtr09TUlLm5uTQwMKCrqysjIyO5efNmrlq1iomJiQJZmpOTw8mTJ/PWrVu8cOGCeCYuLi4sLy+nm5ubQJDW94weP35c51lLJBJqa2sLfOupU6c4duxYmpmZUUdHh506deLz589pbGzMgwcPCnRuQUEBmzZtymHDhvHevXs8cOAAFy1axIyMDDZv3pxSqZRdu3ZlXFwct23bRrlczokTJ7KkpITW1tZiILp582bu2rWLjx8/Zv/+/SmTyVhZWcn09HSuWbOGx48fZ2xsrKhrcXExR44cSaVSSX9/f0ZGRnLChAksKyujs7MzKysr+erVK+7atYvbtm1jXFwcq6ur2bZtW1ZVVbGyspJKpZIKhYLz5s1jeno6q6qqWFBQwHHjxjE6Opr+/v6Uy+UcPXo0pVIpXVxc+PHjR06ZMoWXLl3itWvXOHHiRObm5tLZ2VnUZf369dy8eTMfP37Mvn37srCwkJ07d2ZiYiKXL1/O3bt38/79+xw8eDALCwtpY2PDjIwM6uvrc8+ePZw7d66wBQsLC6anp1NXV5dGRkbCrrW1tesk5wJQhwBG1gAElEol5XI5q6qq2KlTJ+FEyeVyXrx4kbdu3eL48eNZWlrKpk2bMj8/nxMmTOClS5cE+tHMzIyFhYXU0dGhqakpDQwMqK+vz7t374qA+tpSU4HU962srBS2sGXLFsrlck6ePJkWFhbiXUpOTuaiRYu4evVqRkZG0tXVtU4d1e9+7fukpqZywYIFVCgUXLZsGZOSktipUyc6OjoyIyODpqamXL58OZcuXUpjY2Nqa2vXCS4+dOgQ4+PjxUC8ffv2TEpK4ty5c3n48GHevHlTlMfMzEzjd2PTpk1MTU0lWUPUcnV1pUql4pUrV2hpaSmS2KkT4H2u6upqymQyVlVV8d27d/Tx8eHRo0cZEhLCcePGMTc3V6BY8b+wsNeuXWN1dTUrKyvp7OwsMKDXr1+noaGhQHvWbjtvb28qFAqqVCqOGTOGBQUFdHJy4rt370QQ/507d+qU7enTp9y0aRM3btzIpKQkuri4sKCggDo6OjQxMeHixYu5c+dOxsTEsH379g0OQIP+7WpwABpEkvzuu+/+lrrz+ULRy5cvOWjQINFBuru7iyyatVVVVcXNmzfTwcGBenp6/Oqrr3j27Nn/12VUOwD9+vXjvXv3uH//fi5dulTgHk1NTZmWlsZZs2ZRLpdzy5YtjI+PrzOAu3HjhmCMv337lu3ataNUKmVmZiaXLl1KhUIhsjuqPz169GBMTAz9/Py4YsUK6urqCsdCPZD/3AHQ09NjSUkJBw8ezAsXLjAgIIALFixgXl4eO3bsyLy8PLq5udWpp729PZ2cnPjmzRvBLlfXpVevXiwtLWVxcbHGLL7aAVBTNgYOHMi7d+9yz549nDdvHlNSUiiVSllRUcExY8aIwYxaFRUVrKysFOU2MTFhQECASKBTUVFBBwcHJiQkCMzdlClTmJuby44dO2qU/3MHQEtLi1ZWVtTT0+OOHTtEedTkFycnJ8pkMl65coXBwcGCFa4e/NT3Y68us0QiEQPuK1eucNy4cZRIJMzPz6dEIuGsWbMYGBjIy5cv09PTk5mZmXRxcWFWVhY9PDxYWVlJuVxOLy8vfvr0iVKpVOOeAQEBfPr0aZ171+cA5Ofn08nJiQ8fPqSBgYHgiDs5OfHTp0+iDVauXEk/Pz+amZnx7du3tLa2Znl5OXV0dLhgwQIxgBg7diw/fvzIdu3aMS0tjV5eXjx9+rRwbLOyskS+hDdv3og8AOrkd+3bt2d5eTnHjx8v6unr68ucnBx27tyZUqmUOTk5XLx4sWDNu7u7s6ysjFKplIWFhSLxEVmTpTYzM5NKpZJ9+vThu3fvuHr1au7cuZPPnj0jSbHSpGaknz59muHh4QKdWl1dzXfv3nH27NmUy+XcvHkznz17JpCurq6ulMlkvHr1KoOCgjhp0iTm5+fTysqKpaWlHDJkCMPCwujv789Zs2bR0tKS+fn5ImFaaGgojYyMGBoayr59+woMbGpqKseOHcujR48KKg8Afvr0SYMIZGhoWMcB+PDhA1evXk2SXLFiBbOzs4WdVFRUMCEhgTt37hQUmZycHMrlcrq4uPDFixdcv349/fz8GBUVRVdXV+rr6zMrK4v9+/dnUFAQjY2Nqa+vX+8KQGBgoEg21717d0FomjdvHq9evSpoZK1atRLvUnJysqiLubm5GMDWdnZqOwAVFRWUyWQcPnw479+/z2PHjoms0A4ODvz06RP79+8vktiZmJhQV1eXlpaWwgFQT56Q5IIFC5iamipWXS0tLTl9+nQePnyYBgYGfPnyJZs2bUpra2sC4NSpU+u8X1ZWViwqKhJELj8/P1GX/Px8Ojg41DlnzJgxIk+CTCZjdHS0yBORkJDAbt26ifqPGTOGR48e5bVr1zhz5kwWFxezurqaxcXFHDp0KK9du8aAgACWl5eLwbi6/by9vXn69GnevXuXKpWKUqmUtra27Ny5M+/evct169bVWTEsLi4Wddm9ezdjY2PZt29f6uvrMycnh+bm5g0OQIP+P1eDA9Cg/xipHYALFy5wxYoVPHz4MK9cucJu3brx5cuXdHV1ZceOHRkfH8/NmzezuLiYPj4+gsWsVm0HoGvXrkxJSaGbmxsVCgWvXr3KW7ducfbs2eLHomfPnnRxcWFoaCibN2/OO3fucOjQoSwtLaVCoeC0adNYWVnJnTt3asz86+vrMzExke3bt6e1tTWPHz/OjIwMKpVKfvjwod6MymTNFiB1DoC2bdty69atLC4upre3N8vKymhpaVnnHLUDkJycrOEANG/enLdu3WL79u3Zq1cvqlQq5uXlMSkpSWQ8JmuSgalxnUOGDOG2bdsIgImJiWzTpg1TUlLYvXt3jhw5krGxsTxx4gQXL17M+Pj4OknIPncAzM3N+fHjR44aNYobN25ky5YtGRkZyfHjx/PNmzd0dXWlr68vAwMDefr0aVZWVnLatGlMS0ujVCrl4sWLWVFRIdjoalVUVLB9+/Y8ffo07e3taWVlxfDwcDZt2pQ9e/Zkq1atGBYWxh07dnDTpk2MiIjghAkTWFlZSTc3Nz548IBHjx7l+fPneefOHSqVSo4ePZpJSUlcsGABZTJZHdtRqz4HoGfPnuLfc+bM4datW2lqaipsISEhgb179+bBgwfZvHlzhoaG0sXFhb1792ZiYiJdXV358OFDHjhwQMyo29vbayR/2rp1K48ePcoHDx7Qzc1NDPrkcjnPnz/P+/fv08/PTzyX7Oxs5uTkcN++fbxy5QoTExOZl5dHlUrFsWPHUqFQsLCwkLdv3+alS5col8uZnZ3NUaNGUalU8u7duwwICGBJSQkrKys5depUpqWlUaVS8dOnT4yNjWV4eDgLCwuFXY8fP54fP37k6tWrWVZWxt27d/Pjx48cP348U1JS6OXlxZSUFO7evZsVFRUcMWKE2A5WG/2ozgnx6dMnsdVp8ODBwgGYOXMmIyMjOXLkSL5+/ZqdOnWihYUF9+/fTw8PD5FLQ09Pj127dqWZmRlbtGhBR0dHmpiYsFu3btTS0hLPbPr06fT19a13BeBzW1DXZc6cOZTJZDx+/DiDg4Mpl8vZokULymQytm3bli9fvuS6desYEBBAU1NTPnnyhEZGRuzevTuNjY3ZqlUr+vn5cfTo0ezcuXOdVVSyJkmXeqCtTtRWWVnJ0tJSjUzAtR2AmTNnct68eQwODqaHhwf19PT44sWLeh2AcePGUaVS8cmTJ1y2bBlLS0s1HICBAwcyISGBLi4uBMBdu3ZxwIABfPLkiZhcyczM5OHDh1laWkqZTCbyR4wePZoxMTF0cnLigQMH6O3tzY4dO1JXV1f0cZs2bapT55EjRzInJ0cDCXvp0iW6u7tTIpFwwoQJdc5Rb8tKSUnh3LlzGR0dzT179nD+/PnCFmqvAADgtWvXSJI5OTnCATAxMeHGjRu5a9cukbdEIpGI3x/1ttZdu3YxLy9P2IKrqyudnZ1pa2vLJ0+e1Cnfq1evuG7dOpaUlHDBggUiEeHYsWN5+/btBgegQf+fqyEIuEH/cQoLC0OHDh1QVVWFkydPomXLlvj666+xevVqAICVlRV69uyJhw8f4vvvv8fz588RFRUlPvn5+SgvL8f79+9x69Yt9OrVCxcuXEBZWRmUSqUG1g+oCcrNycnB48ePsWrVKmRnZ6Nbt27Q0dFBQkICTp48iYKCAly9ehWurq6CMqOtrY3jx49j06ZNWLp0KSoqKrBlyxZUVFRg3759uHjxIiorKzXKFhUVhfHjx6Njx46YN2+ewN09fPgQAwYMQKNGjTBt2rS/bZvt27dr/L127VpcunQJX331Fe7evYuqqiqcOnUK9vb26NGjhzju3Llz0NbWhqmpKRo1aoQzZ86gbdu2CAsLw4gRI9C5c2eEhoYCALp164ZWrVph/vz5CAkJQVVVFYCaIPK0tDSN+0+dOhVKpRLh4eGIi4vDjRs3MHHiRISGhuLnn3/GgQMHsHfvXqxYsQJNmjSBnZ0d/vzzT/zjH//AoUOHYGhoiJ07dyIzMxOBgYEa7XT//n28ePECnp6eGDp0KHr16oXDhw+jtLQU4eHh+PTpEx4+fAgzMzN88cUXCA8Px4wZM6CjoyPwmWPHjsWAAQPw4cMHyGQyBAcH48yZM9izZw+ysrLw6tWrf2mPY8eOhaGhITZu3AgTExOMHDkShw8fRkFBARYuXIjNmzdDW1sbR44cga2tLX777TesWrUKjx8/Rk5ODm7fvo2uXbvi22+/xfv376GlpQV7e3u8ePEC48ePx+PHjzFo0CC8ffsWBgYGGDt2rEB/6ujoYNKkSSgsLER2djZcXFwwceJEnD9/HiqVCjt37kRRURE8PT3xzTffoG3btggICIBKpcLy5ctF8PqAAQMgkUhQWlqKQ4cO4dKlS6isrERqaio8PT3x6NEjFBUVwd/fHwcPHoRCocDvv/+O1q1bo127drh+/bqw699//x1NmzbFtGnT8OLFC4waNQqmpqZYunQpjh49in379kFLSwvfffcdLl68iE6dOkFXVxfTpk2Drq4uBgwYINr2+++/R1xcHDw8PESga1ZWFhQKBVq2bInAwEAsWLAAhw8fxq+//oolS5YgKSkJubm52LhxI3r37g0vLy8sXboUX331FUaPHo3x48fjyy+/xC+//AJdXV0YGRlh9OjROHnyJPbt21fvM65tC69evUJgYCCOHz+OQ4cOITc3F05OTtDT00NJSQkmT55c5/z+/ftj4cKF6NevH9zd3bFlyxYsXLgQkyZNwrp16/DHH39g8eLFePr0qYaNf/z4EWFhYSgrKwNQQ0IaP348kpKScPDgQfTp0wdJSUkYMWIEHj9+jBEjRuDOnTuIjIzEvXv3cPr0aXh4eEAikQhQwOe6ePEiqqqqEBYWhrlz5yIhIQGurq54+fIlxowZg1WrViEwMBCzZs2Ci4sLTpw4gTt37qBbt26CLvTFF19g9uzZiI+PR15eHnx8fKCrq4szZ85g+fLl8Pf3F/fz9fWFsbExduzYAWtr63rxrEuXLsWRI0dgbm4OMzMzmJiYwNfXFz/++CN8fHwwb968Ov3m7t27oVQqceLECRw8eFDjepcvX8agQYPg6ekJU1NTjBw5UuP7I0eOiADh77//Ht26dYONjQ1+/PFHTJo0CVpaWmjXrp04/uPHj5g5cyby8vIQGBiIr7/+Glu2bMH69evxyy+/QC6Xa5QtISEB5ubm6N27Nx4/foxvv/0WZ8+eRVVVFTw9PeHu7o6mTZuiUaNGSEtLQ/fu3et9Vg1q0P9NNTgADfqPk42NDYqKiqCtrY3c3Fy0bt0aO3bswKhRozBr1iykpaXB0dER7du3h7GxMYYPH47evXuLT0BAABQKBQoKCnD48GFs2LABCoUCsbGxGDNmDF6/fo0nT55gxYoVMDIywpAhQ9CmTRsMGjQIZWVlePbsGaZOnQoDAwO8ePECMpkMb9++xaJFi+Dg4IDGjRtj7NixUKlUWLduHY4dO4b27dvD1NQU7u7u0NHRwdatW3Hu3Dnk5+drlK13797YuHEjGjdujMWLFyMgIAAmJiaiLlVVVfWSKdRSk04+165duxAcHAwtLS189dVXkMlkdXIdADWkFUdHR9jb28PW1hapqalo1aoVtm3bhvPnz2PQoEGIi4tDkyZNYGhoCBcXF4HWUyqVAqVXuzzV1dVITEyEhYUFPD09ce/ePXh4eGDmzJnYunUrBgwYgJSUFHz55Zdo3bo1LC0tcfLkSWzZskVcp02bNigvL9dop9GjR2PlypXo3LkzCgsLce3aNWzfvh1WVlbw9/fHr7/+CisrKygUCkilUjRt2hSvX7/GsWPHkJ+fj0mTJuHChQsoLS3FlClTcPfuXVRXV+PXX38FALRq1Qo9evRAdHT0P2XVt2rVCnp6ehg4cCAaNWqEli1bon///nj69ClKSkqQkpICkujQoQO+//57LFiwANevX8egQYPg5OQEoAbtOHv2bDx48ADa2tr45ptvsGfPHmzcuBGJiYlwdHSEtbU1rKysEB0djTlz5iAvLw+nT5/GihUrkJycjLFjxwqUraOjIyQSCTZv3oz09HRIpVKUlJQgOjoas2fPhp6eHl69egUdHR04OjoiNTUVX3/9NaysrNCuXTtUV1fjzp07mDFjBt6/fw8XFxeRg2Hbtm34888/MXfuXJSVlaG0tBSenp6IiIjAr7/+CoVCgZCQEBgaGsLS0hK5ublQKpVITEzE5s2b4e/vj+zsbJiZmUEqlWLRokX4888/sWXLFoSEhGD8+PHIyspCfn4+fvrpJ5SUlMDZ2RmJiYmwt7dHWVkZVCoVzMzM0KFDB7x69Qpffvkl0tLSYGZmhtzcXEFcUSqVaNu2LRITE4WTtG3bNnz77beYNWsWFAoF9PT00LJly799vrVtAQDevXsHkvj111/x559/wsHBAV988QW6dOmC58+fY9WqVTh79iy8vb1x//59WFtb49q1a7C2tkajRo2wd+9ejBkzBgqFAhs3bsS4cePQsWNHeHh41OkLLl26hDFjxghk6IULFzB//nw8evQIw4YNg62tLbKzs9G6dWu8ePECrVu3RmpqKmxtbWFvbw9HR0dMmTJFYJObN2+OGTNm1KmftrY2XFxcYGhoiCZNmsDe3h6ZmZlwcnLCy5cv0bJlS7x79w729vaws7PD/PnzRW6M2nJ1dUXz5s3x5s2beik/AJCSkgKlUomvvvoK79+/x6ZNm+oc8+LFC7Rr1w76+vowMDBAo0aNsHLlSvj6+qJly5aIiIio01bz5s1Do0aNsHHjRty8ebPee3/11Veij6utdu3a1ZsjAKjpe/T09DT6o+LiYlRUVODdu3cix8GtW7fw119/wcLCok7ZJk6cCAMDAzRt2lQgR1u2bAktLS08f/4cRkZGMDY2hkQiQUFBwb/EZDeoQf831OAANOg/TtbW1mJGzNvbG5cvX0ZCQgJUKhWys7NhbW0NIyMjBAUFoUOHDhqM/k6dOqFbt26wsLBAly5d4OjoiLS0NGhpaYlO18TEBGZmZsjMzER1dbVIVFVbq1atEjOkau48UJPgatasWSJnwudq0qSJSMrTqlWreo9ZtGgRLly4gKVLl6JLly4YO3YsgoKC0LFjR+jr64t8CJ/r7NmzWLduHS5dulTnO5Jo1aqVqKe1tXW9LPS8vDxER0ejbdu2CA8Ph5eXF/bs2YMZM2Zgx44dmDJlCszNzdG4cWMcPXoU2tra4ofTxMQEPXv21Lje0qVLoVQqQRLjx4/HsWPH6iAE9fT0YG1tDUNDQ1y9ehVt2rQR+Lx/purqamRkZKC4uBjZ2dkAgJUrV+LEiRNYvHgxsrOzYWFhAZVKhcrKSjRp0gSZmZlwcXHBhAkToKOjAwMDA2FLzZo1A0msX79e4z6WlpbQ0dH523Js27YNxcXFuHHjBvT09GBvb4/8/Hzk5+fD3t4eHz58AEk0adIEfn5+kMlksLCwwK+//orVq1djzZo1OH36NI4dO4bevXujuroaMTEx8PX1hZ+fH2bNmoUvvvgCmZmZGDBgAJKSkpCfn4/U1FS0bt0a2tra+PTpE1JSUpCRkQEnJyd0794dv/zyC0giLS0NMpkMJSUloi7r1q2Dp6cnJBIJrKysYGRkJJLzOTo6QktLC82bNwdQg+w0NDRE06ZNoa2tjZUrV8LBwQH5+fl49eoVWrVqhfPnz0NLS0sw7u3s7GBgYAATExN8/PgRVVVVSE1NhZaWFr744gtkZWXB2NgYEyZMwO+//47GjRtDS0tLoCl/+OEHfPr0CVlZWUhNTYWTkxPev38PGxsbVFRUoLq6GqampnBxcUF6ejpat26N6Oho7NixA/369UNOTg5++OEHNG7cGPPnz8f79+8hlUrxzTffYOzYsWIV4caNGygqKhIsf19f3799L9X68ccfxaD1iy++AABERkYiKSkJNjY2WLt2LRwdHfHhwwfhgCoUClhZWUFPTw9Lly7F8ePHcePGDaxcuRLZ2dkoKSmBv78/jIyMYGJiguPHj9d7bycnJ0gkEvTv3x/V1dV49uwZpkyZgt27d2PGjBnYvXs3fv75Z1haWsLCwgJ2dnbQ09MTCQcrKyvFu6LW2rVrRV0aNWqE+/fvIzExEfn5+aJ/bN68ObKzs8V1s7OzBeu+tiIjI5GZmSmcpPqUmZkJlUqFNWvWICAgoN5jvLy86tjCt99+K3IdvHv3rt7zSGLVqlUiWZca8RkQEIBjx45h2bJl0NXVhb29vcZ5f4dKBf7rfUhNTYWzszMWLlwIZ2dn2NjYIC0tDdXV1TA0NIS3tzfu3r2LwsLCOisMQE1OmNjYWMTGxsLT0xP79+/HH3/8gfT0dBgZGcHIyEiswv0zRHODGvR/Sw0OQIP+43Tv3j0xs5yamorMzEz4+PjA0NAQY8eORXBwMJo0aYLp06fD1NRU49y0tDT88ccf4u8DBw5gxowZmDp1Kpo0aYIDBw7Azs4OrVu3Fsl71Fk51Vq9ejXS09OhVCoxZ84cNGrUCM7OzuL706dPCz7357p8+TJkMhkmTJjwt8u8Pj4+OHToEH7++Wdcv34dERERmD59OjZu3AipVIo9e/bUe97+/fshk8mwa9euOt9paWnht99+g0QiQbNmzeokL6qt5OTkep0eACgqKsKdO3cQHR2Nbt26afDS8/Ly6t1Coa+vj59++glnz56Fq6urxtYjADA1NYWhoSFu3ryJKVOmYNeuXXBychIJppYvX15vWQwMDMSKT58+feDu7o7p06fj+PHjiI+Px549ewQ7387ODg8ePMCkSZPQq1cvTJs2DYWFhcjKykLr1q2xZcsWODo6iu1BQM0s5F9//QUnJ6e/TZRWW1u3bkVhYSECAgLw4sULTJ48GR8+fMBvv/2G+Ph4BAcHw9/fHx8/fkSHDh0wbtw4XL58GbNmzcKRI0cwbNgwJCUlQVtbG19++SVu3ryJadOmYdKkSejRowf++usvJCcnw97eHo0bN8b06dPRq1cv/Pzzz/jxxx/x9ddfo1OnTti9ezdatWoFX19f6OrqonPnzjhz5gycnZ1FXby8vCCXy7Fs2TI4OTkhMTER79+/x/Lly8UKwD/+8Q+kpaUhNDQUlpaWuHDhAuRyOXx8fNC9e3c0btxYOHyDBg3CkCFDoK2tDU9PT3To0AGZmZlISEjAd999ByMjI8yaNQuTJk3CkCFDMGjQICQlJeHdu3f46aefMGDAAEycOBFffvkltm/fjo8fP6JFixZo06YNzp49i2+//RZTp05FaGgoWrZsCX19fbx48QJfffUVzpw5g169eiEhIQHr1q1DVVUVWrdujTFjxiA0NBTGxsaYPXs2XFxcYGZmhsjISAQFBaG8vFxkXHV1dcXevXtx/fr1v2Xy37x5E4mJiQBqBqg6Ojpo3rw5tm/fjtGjR+PRo0cwNzfH/Pnz0adPH1y9ehUuLi4oLi5GaWkpNm7ciBs3biAwMBCDBg3C+/fvERwcjAEDBqBTp044fPgwKisrIZPJ8I9//KPeMnTp0gULFiyAjo4OwsLCMH78eGzduhXBwcGYOHEigoOD4ebmhsjISAwaNAh5eXn49OmT2BqYl5dXJ1/Jzz//jKqqKpw4cQI5OTmorKzEuHHjEBMTg169euHUqVPo0aMHLl26hIiICDx48ABBQUEiG3NtdejQAU2aNBHbjurTzJkzYWRkBLlcXmerjloTJkyoYwsBAQF4+/Yt+vbtq+EgrVmzBmPGjAFQ08/5+vqiU6dOyM7OhlKpRGpqKgYNGoSTJ0/i5cuXKCwsxOnTp+Ht7Y3vv/8ea9euxZdffllvJncAOHjwIJRKJebNm4cPHz6IrMyvXr2Cm5sbdHV1xbEdO3aEkZERoqOjAQDx8fHi+4KCAhQUFGDChAkwNjYGULMy6+3tjffv3yM9PR2VlZXo1KmTyKHRoAb9W/U/FXzQoAb970odhPXnn39ywYIFPHLkCENCQujq6kobGxvm5eVx8ODBjI6O5oEDB7ht2zampqbSycmJAOjo6MiYmBguWLCAW7du5aNHj9iuXTvBSFdj9kiKIOCcnBxqa2uzR48ejI2NpbGxMSMjIzls2DDBvS4qKqK3t7egAKnJL2oK0PDhwxkSEsKAgACBqVMTedQkDAC8evUqe/fuTVtbW+bl5XHIkCG8e/cut27dSpKCovJ5MCz5X0HAeXl5GkHAx48f58yZM/nhwwdxnhpB+rkqKyvZtm1b3r9/n8uXL+eiRYtEELBMJmPLli2pUql4/fp1BgQEiNwR6jZTX1cdBPzixQtaW1tTW1ub1tbWnDRpEk+dOkVDQ0OmpKSwZcuWIlhSpVIxKCiIt27dokwm44ABAwSCU13WXbt2ibb6+PEjJRKJaD9jY2MaGBgI3nebNm349u1benh48Pz587xx4wbHjh1LGxsbKhQKZmZmcvLkyaLs6ufSqVMn0R6fk5Jqq3YQ8NOnT9msWTMaGhry3bt34v9NTU35+PFjtmnThjY2NpRIJJw0aRKvX7/OEydO0Nvbm2/fvmXHjh2Zm5vL0aNH8+7duzxw4ACXLFnCpKQkdu3alfn5+RwyZAhlMhkDAwN58+ZNzpgxgyUlJWzfvj2lUinfvn3LHTt2cP/+/YIC1KlTJ4E0Vddz+fLlzMnJYbdu3VhVVcWKigqSFBQgdTuoCTdqmk/tNlKpVHR1dSVJ3r9/n1evXiVZE7hZWVlJqVSq0X6rV69mVlYWu3fvzrKyMubn53PhwoVUKBRcs2YN09LSRF6IqqoqPnnyhBs2bOCWLVuYlJQkgr0/pwDNnDmTWVlZbNq0KaVSKXv37s3o6GgaGxszJCSE/fr1o42NjaAE6enp0dTUlAAYHR1NR0dHGhgY8P3799TV1RU0qbi4uHqfuVwuF3SX6upqdu7cWeNdqqyspLu7u4ADuLi48OXLl1y/fj0rKys5atQoFhQU0MTEhD169GBcXJyg6qgpQJ9/Dhw4IO7fs2dPQVNSt60az+rq6spPnz7R1dWV0dHRoo/T09PjmzdvaGJi8i8xoLWvS5JDhgxhaWkpLS0tWVVVxQcPHhAA/f39OWLECDZt2rQOBlSt2rbQt29fRkZG8sCBA/Tx8aGVlRUlEglzc3P/lgJUXl4uAsIVCgU3b97M6Ohotm3blg4ODszKyhJ1UbdfVlYWu3btKgKTawcBq/sFW1tbcZ6RkRHDw8M1+uTi4mKOHj2at27dYmBgID09PZmSkkJTU1Pa2NiIIODPbUFHR4fDhg3jgwcPuHPnTnp7e2tQ2ZydncW7tHfvXr5+/ZouLi7U0tJi9+7d+fTpU40g4A4dOjQEATfo364GB6BB/zFSOwDfffcdIyIiuH//fnp7e/Pdu3e0s7MTA8ra/Ha5XM6WLVuKTl9bW5v6+voMDAzkzJkzmZ6eTmdnZ5I1A1j1D5raAbC0tBQYUJVKRblczrVr1/Lly5caeFE1BtTAwIB6enrMyMighYWFhgNw+PBhQcxRD6rS09M5Y8YM7tq1i9ra2gTA0tJS2traMicnh1OnTmVwcDCvX79Od3d3lpSUiPLW1qRJk5ienk5HR0dqaWlx1KhRvH37tqhnVlYW27dvz4qKCo4cOZJVVVU8ePAgJRKJ+KjZ5Hp6ejQyMqKRkRHj4+PZvXt3lpSUsHPnzuKHT/3jV18ug4MHD9LQ0JB6enrU0tJiQUEB+/bty4cPH9LIyIg3b97kqFGjWFRUxDZt2vDDhw+cMWNGnet+rtoOgEQioZaWFgcPHsw7d+5w69atXLRokXC6LC0tmZmZyenTp/PcuXMClyiTydimTRvB/g4PD+eVK1fqOBufq1+/fhptpa2tzQ0bNtDHx0fkiNDS0mKfPn346NEjLl++nOvXr6eenh7z8/MF4Wb48OG8ffs2T506xenTpzMnJ0dgQNXc88OHDzMsLIxVVVXCQc3NzaW3t7doo8rKSlZXV7OsrIy9e/dmdXW1+O5zbrx60F6bY6/+LicnhwsXLqRKpRLJ+bp160aVSsXq6moqFArevHlTJDZSDw7Vdqy+p5qLrnY81Dkh6rOV2jZUuzxqDvu0adPE915eXszKyqJCoRB5AJYtW0alUlnHAejVqxejo6O5e/dukffBxcWFlpaWzMnJ4cSJE0VSLg8PD2pra7OwsFBgMnV1damnp0dtbW2NZz148OA69qBu19zcXC5YsIDBwcEMCQmhSqVi9+7dWVFRwYKCAk6ZMoVBQUEMDg6mp6cndXV1KZVK2bx5c7548YI+Pj7csGED7969y/79+7OgoIBaWlrU1tamoaGhhgOgbvNPnz7R29tbPNMpU6YwKytLOOrJycmij5s2bRqtrKyoq6vLjx8/0tXVldevX6/jAJDkx48fuXDhQl64cIEPHjzQcAA+ffpENzc3nj9/ngYGBjQ2NuaHDx9oamqq0VZnz54VtqB2AIYPHy7yWyiVSvbt25d5eXk0MDBg37596yUfOTs7i3f09u3bPH/+PGfMmMGMjAyWl5fT0tKS/fr149WrV6mvr08dHR1mZWVpEMk+dwCaN28u8otERUVpUIDUqq6u5rNnz7h69WoqlUrOmTOHurq6wgF49eqVRnJLdQ6VVq1aiTwAAQEBdRw6dY6L2u+Ki4sLpVIptbW16ebmxps3b9Lf35/e3t68detWgwPQoH+7GhyABv3HSO0ABAcHc+nSpTxy5AjNzMwELvHdu3fs2LEjU1JS6O/vT5JctGgRdXV1NTrjlStXcvPmzYyPj2enTp1EVuPs7Gxu376d5H85AG/fvqWOjg4nTZrEsLAw7tmzRyQAUq8AqHX58mXu37+fQ4YM0cgDoHYAbGxsmJSURLJmdq26upoZGRlipkg9A1lWVkYrKysxK1xeXs4DBw4wPT2dBQUF9SamWrlyJfX09JiWliYwdKtXr2ZFRQU3bNjAhIQEMbNbVFTEly9fihmt2jNiiYmJ9PHx4Z49e3jgwAHOmTOHr1+/Zr9+/ZiSksIFCxYwOjqaoaGhJCmyxdbWwYMHee7cOXbr1o3t2rWjqakp4+LiOG3aNJ49e5bHjh3jzJkz+ebNGyoUCo4ePZolJSW8f/8+7927R7IGS6pQKETCKlLTAQBACwsLJiQk0MHBgdbW1rx+/Tp79uzJlJQUdu7cWQMJe/DgQUZFRQm8ZUpKChcuXEiZTMaKigquXr2ahYWF9Q72SLJPnz4a9zYxMdFov+TkZJqZmTEpKYmOjo60tLTkuXPn6O3tzaSkJJqbmwtb+GcOgBoDum3bNj59+pRVVVUcMGAACwsLKZfLeerUKUZFRXHhwoVMSUlh//79RRkjIyMZHh5OkvTw8KBMJuPIkSNJkk+fPuX169e5ceNG5ubmsrq6mkOHDqVSqWRpaSlv3rzJx48fa9S5uLiYK1as0Pi/CRMmaDDO1bawdu1aFhQU8NOnTyQprnv58mWB1Rw2bBhlMhk9PT2ZlJTEs2fPcv/+/czIyBB2XVBQQIVCwQsXLvDevXssKSnh2LFjKZfLmZqaSm9vbz5+/JjHjh3jkiVL+OzZMw4YMIBpaWl0d3fn7du3uW/fPlZWVnLw4MEsKyujubk5ExMTOW/ePO7evVtktHZwcGD79u2po6PDli1b0svLi4sXLxYDNrVDXruN1Ro2bBhVKhWLiopI1qzOrVu3TvQl6sF8amoqt2zZwq1bt/LBgwccM2YM379/TxcXFxoaGrJZs2a0sbGhiYkJnzx5IvqAzp078/z58xoOAFkz+FepVCwpKeGdO3cYFRUlErpVVlZy5MiRfPToETds2MBFixbx+vXrzMvLo7GxMSUSiVgNrW8FoHZd1NmH3759y379+gm79vX1pY+PD0NDQ+no6FhnxSIgIIDr1q0TWZCrqqoYHx/PLVu28OrVq7x58yY9PT0pkUjo6urK+Pj4ejMBq7NNL1myhDKZjNu2bWNERATHjRsnsjWr22/Tpk10c3NjVlaWxjU+dwBGjhwp+mX1OxoZGSmOz8/PZ2lpKb28vBgcHMxTp05RLpeLLPPqOtZ2AGbOnMmKigpmZGRwwoQJDA8P565duzhz5kwCELP8zs7OTE1N5dGjR3ns2DG+ffuWLi4ulMlktLW15ePHj7l27Vru2bOHd+7c4Q8//NDgADTo364GB6BB/zFSOwCenp4MCgrigQMHuHnzZt6+fZuzZ8+mrq4uV61aRbJmW446UZeTkxO1tbU5ZsyYeh0ADw+POvdSOwDjx4+nqakpw8PDuX79eh49epSvXr3i9u3bNbZPpKeniy1AAwcOpJGRUb1bgD6X2gHw9vbmqFGj6jgAtra2DA0NZXZ2NisqKgR7/3Olp6fTwcGBEyZMoL6+PpcuXcpz587xyJEjLCsro5+fH6Ojo1lZWcn169eTJI8fP67x4y2RSOjr68vDhw/TycmJrVq10tgCZGNjIzJ15uXl1bsVidTMAxAREUF9fX2OHDmSAwcO5LFjx+jo6MiUlBRRl8LCQo4fP55kzSykegsJWTMY2bZtG8m6DoCuri4XLVrE3bt309vbm2PGjOGwYcOor6/PiooKtmjRglevXuXu3btZXFzM3bt388GDB1QqlVy6dCkrKip4+vRpMfB9/fo1VSoVX716VadOnzsAgwcP5uLFi9mzZ09aWlpy7Nix1NXV5bx583jkyBF6enpy586dvH79OufNm0d9fX1GRkZy+fLlDAwM5NGjR7l+/XrevXuXs2bN4qNHj7h48WIGBQXx4MGDLC0tZf/+/VleXs7Hjx9z9erVTE9P17CFJUuWUKlUim0yOTk5ov1ev34tZhzfvn3L0tJSFhQUkCTfvHlDlUrFly9fsqioqM5gMDExsV4ns7aUSmW9tuDj40OSLCgo4OnTp0nWMOJlMhlfvXolVgDev39Pkhp2XVlZyTZt2jArK4tXrlwRuQRKS0sZHx/POXPmMDU1lSUlJdy/fz+Dg4O5cOFCRkdH08vLi2FhYfTz8+Phw4d5/vx5Ll26lFFRUXR3dxe20LVrV65bt449e/bkmDFj+OjRI9rY2NDf318MvG1tbXnt2jUaGRn9rQNA1sz+rlu3jmTNYDMwMJAymYxJSUmUy+Vs27YtpVIpT506xadPn9LNzY23bt3izJkz+fDhQy5btoybNm3i4sWLuX79erE96e+2AJGkt7c3S0pKeOjQIfF/o0ePZlFREV+8eMGioiKOHj2aN27cYNeuXTl58mQaGxtzwoQJtLS05Pnz59m8eXONge/ndYmKimJiYiJTU1M5Z84cRkdHc968ebx27Rq7devGbt26sWnTphwzZkydLLm1+7iXL19SJpNx8eLFzMzM5KdPn7hx40beuXOHFhYWfPDgAU1MTHjkyJE6batSqejj48O0tDTGx8fT39+fa9asYUREBBUKBQGwU6dO3LJli7i32gFQqVRMSUlhamoq9+/fz82bNzM0NJTx8fGUSCR0cHDg4cOHOXXqVDG5QJJz584VK17BwcHcunUr4+Li2LlzZ+E4DBs2TMMBIGucFWtra+bk5HDatGmMjo5mixYtCIBhYWHU0dGpd9XWxcWFUVFRHDduHDt37qzRL5w4caLBAWjQv10NQcAN+o/Tl19+iezsbGhra8PKygo///wzduzYAX19ffTr1w8AkJ+fj4KCAjx69AiFhYXQ1taGq6trvderHVCWn5+P9PR08Xe/fv1QWlqKX375BT///DOUSiWePXuG2bNnw8DAAFevXoVSqdTgxXfv3h1GRkb13uvJkycCyVdbb9++1bivWgMHDoSzszMuXboEmUyGAQMGIDw8vM5xK1euxLhx4zB06FDo6+vDxcUFX3zxBbp3744LFy5gyZIlePLkiaCQxMXF1Tm/UaNGcHBwwO7duzF//ny0adNG4xiZTIbnz58DAD58+IALFy7UWxcAmDx5MmxtbfHdd9/BwMAAR44cwYcPHyCXy7Fw4UI8fPgQv/76KwYMGAB9fX3BTs/IyIBUKsWdO3dQVVUFAwMDLFu2rM7116xZg0aNGsHa2honT57Eu3fv0KhRI4wdOxYbNmzAH3/8gTFjxiAoKAjDhw/H77//jhkzZmD69Omorq5G//79BRnHxsYGAPDo0SNUV1cjIiKi3jrVVkZGBl6/fo2uXbvCwsIC3333HXR1ddGtWzfExsbi9OnTSEpKwps3b9CtWzesXr1aoE/j4+NRWlqKH374AcuXL8fevXsxevRozJ8/H+Hh4fjuu+/w+++/Y9iwYdDR0UF0dDRWrlyJvLw8DVv4/vvvAdSQV2QyGdLT05GZmYny8nJRl6qqKsTHx6O4uBgfP34EAMTGxqKqqgp3796FmZkZRo8ejbdv34q6RUREaBBcsrKyNMgxV69ehUql0rCFsrIyhIeHY8+ePfjzzz9hYWGBIUOG4N27d0hNTYVCocC9e/cA1OBiX79+DaAmKF8ul+P777+HRCLBsmXLYGxsjDZt2iAjIwO+vr6IiYnBnTt3sGfPHly5cgW///47BgwYgJCQECxZsgQjR47Enj17sHbtWgwePBgKhUKgUt3c3DBo0CCMGTMGv//+O5YvX47ExETk5ubC1dUVrq6ukMlkiImJAVATxGljY4MRI0ZAKpXCyMgIXl5e9dpASEgIli1bhqdPn6JHjx5wcHBAZWUl7t+/L9qvoqICZWVlguoSHh6OPn36YPjw4Wjbti1evXqF169f44svvoCxsTG0tLREPpP6dODAAWFnmZmZyMnJwZQpU3D9+nWRp0OtDh06YOjQoVi3bh2GDh2KgoICTJw4ES1atKhDwdHT08OyZcsQFxcn8kV4e3tj27ZtGDZsGNatW4c1a9agY8eO6NSpE5YvX44RI0aI3CFz586tU9a7d++K/AN//PEHLl68CBsbGyQkJEAul+P27dswMTFBly5d6pz7559/Yvv27bh8+TIaNWqEzMxMjB07Fj4+PqiqqsKqVauQkJCAixcvYsCAAZgyZQoaN24MoIYOFhsbCzMzM0G5evHiBUJCQqCrq4tx48Zhzpw5OHXqFO7fvy/uefDgQVRVVSE5ORnOzs4YOHAg4uLikJubi7Vr18LAwADffPPN3z4btWxtbQWp7fvvvxe5EoCadykrK0v8ffv2bfz444/o1asX4uLiUFpaiqFDh+K33377l/dpUIP+T9XgADToP076+vpQKpUAAF1dXUgkEqxevRonT57E4sWLAdQMMlQqFQwMDCCRSKClpSV+IGrr0KFDGnxniUQiyBb79u3DihUrcO7cOQBAVVUVSMLMzAwHDhxAZWUlGjduDENDQ/zwww8AgHnz5uHmzZvYvHmzwCoCNfSO0tJSJCUl1Yu3lMlkkMvl9dZXR0cHbm5usLCwgJGREXx9ffHLL79ofKKioiCVSgVOUV9fH3K5HEqlEnp6eti9ezdmzZolUI2fU23UKEwTExMolUpUV1ejUaNG4nttbW2cOnUKUqkUqamp0NXVRffu3f8W1SmTyVBdXY3AwEBUVlbi6NGj+OWXXwTm8/Lly5DL5Th79iyOHDmC7t274/79+1AoFKiqqoKhoeE/xYCWlZVBS0sLRkZGUCgUqKysRGVlJfT19VFeXg4TExM0btwYQ4YMQX5+Pt6/f4/s7GycPHkSEokExsbGsLCwgJubm3jeU6ZMga6uLubMmfO39zUyMhKJsCorK3Hw4EF4eXlh/fr1OHnyJObPnw8nJyf4+PjAwMAACoUC8+fPR0lJCfbs2YOgoCC0bdsWRkZGiIiIwNKlS7FlyxYcPnwYAQEBmDdvHhQKBXR0dDB79mzs3btXw8H93BYAoLS0FBYWFrC0tISRkZHA5JLEvn37MHbsWDRr1gwVFRXIzMzExIkToaenBx8fH/Fsa5NMZs+eDW1tbUilUgQFBWm8EwDQuHFj6OvrY9SoUQCAzp07w8bGBoaGhsKGgJp3SVdXF9999x2CgoIwc+ZMqFQqBAQE4KuvvhKUGTMzM0FFKS0thZaWFh4+fAgTExORb2LBggXYt28ffv75Z0gkEigUCixcuBAnT57E0aNHsW3bNsyfPx8PHjyArq4uOnXqhAsXLmDfvn1YuHAhli9fjqioKJw8eRIymQybNm3Cr7/+isDAQFRXV6OiogLDhw+HTCZDfHy8qCvJv80B0bhxY2hrawsika2tLa5duwZPT0+B+q2urkZ1dTX++OMPjBgxAkZGRrCwsBDJ4L7++msMGTIEW7ZswcqVK2FkZISysjI4Ojpi5cqV9d5X/f7q6OhAR0cH5eXl4rza0tfXx2+//YYpU6bA19cX5ubm2L17N+7fv487d+7Ue91GjRrh+fPnePfuHTZt2oRdu3bh5MmTOHjwILZs2SK4/AqFAr6+vlAqlaiqqoJUKq1zPXV51P318OHDkZCQgMTERAQGBkIqlUIikSApKalOf6a+z8yZM6Gnp6dx3fXr1wsymFKphEwmE/0NUPObMGnSJLx58wZyuRyvXr3CTz/9JJ6JiYmJyL+gJpLt2bNH9O9yuRzR0dFo1KgRunfvDolEotHf1NaxY8egUChw4sQJHDt2DP369cO1a9fE+xQQEKDx7ujo6EAikSAoKAgbNmyATCbD6tWrsWjRonqfdYMa9G/V/+TyQ4Ma9L8j9RagCRMm8MqVKzxw4AA3bNjAiIgIWllZsaKigh07diRJlpSUsKysjOR/bQEaOHCg2AJUUFDA5cuXs7i4mFZWVnXuNXv2bPbt25fx8fEcPnw4e/TowYqKCh47dozPnj3jhw8fRNCkWpcvX2a7du1oYWHBAQMG8NmzZ5wyZQrv3r3LgIAAFhYWim1D1dXVnD59utgCtHDhQo4bN67OFiBPT08+fPiQcXFx3LhxI8vLy8USOD5bend0dOSwYcOop6dHX19fBgUF8ciRI1yzZg0jIyM1AuTI+rcAzZo1i6dPn+aGDRu4Zs0aJiYmMi0tjR4eHmKvcVlZmdhetXDhwnpjAA4cOMD27dtzyJAhNDExYVRUFFetWsXVq1czJCSEI0aMYElJCd3d3RkTE8MlS5bw06dPLCgo+NtAXPUWoNDQUJqamlJHR4dz587l4cOHuWDBArq5uTEtLY3NmjUTtqCOAcjPz+fixYtZVlZGT09PlpWVcePGjRrXrr0d4HOptwDp6OiwX79+BEAfHx9OmjSJvXv3pr6+PseNG8eIiAhaWlrSxcWFly9fppubGyMiImhmZva3MQApKSn08PDggwcPeOjQIRYXF7O8vJyrVq1ifHw8q6qq+OjRI+7atauOLVRXVzMtLY0kWVZWJuJS0tPTWVVVxdTUVObm5vL48eMsKioS26umTZtWZ5uPv78/c3JySJKenp5UKBTMzs7+2zYhyfj4+DrbSepTRkaGCBJ+//49KyoqWFhYyNOnTzMrK4uzZ8+mUqkUdSktLeXOnTuZnp5OX19fKhQKxsXFce3atSwvL+e+ffuYkpLCnj17sqKiggkJCZw7dy6vXr3K/fv3c8OGDbx37x4nT55MMzMz5uXlccCAAVy/fj23bNnCxYsX08DAgMOGDaOdnR0vXrxIe3t7sXUjPDycxsbG/3QLUG2p+5sPHz6IQM+2bdtSJpPx9OnTDAgI4NKlSxkTE0N3d3eqVCpevnyZdnZ2dHR05LFjxzhnzhzq6OiIGJOuXbvW2QKkUCi4cOFCkjVbdeLi4piVlUWlUklLS0sqlUreuXOH7du35/nz5+nh4cH+/ftTIpFQT0+Prq6uHD9+fL22XlhYyH379gn7W7dunYhDiY6O5vbt2xkcHMx27drx9u3bfP36dZ1g19pbgNRbxDIyMjh37lyGh4fz0qVL7NixI4cOHcq4uDgaGRmxe/fudfozpVLJsrIybt68mSS5YcMGPnv2jOnp6TQzM2Npaan4LfD19dXYAqSWVCrlkSNHGBQUxMrKSqamptLU1JTR0dHs0aMHHRwc+OTJE5JkWlqaCKQPCwvjli1buHv3bqamprJz5858+vQp9fT0OG/ePObm5taxa5lMxm7durGiooLHjx/nhQsX2KNHDw4ePJiGhoZMT09nRkYGL168SJLMysrizJkzmZCQQD09PS5YsIAXLlzgsWPHuHr1ap45c6ZhC1CD/u1qcAAa9B8jtQNw9epVLlq0iEeOHOHNmzc5adIkSiQSDQcgJCSE9+/fJ1njAOjr6/Pt27fCAThy5AgjIyM5YsQIjQ5drdmzZzM+Pp49e/YUFKAXL15w9+7dXL16tQj2q63Lly/z6NGjHDZsGFNSUti9e3eWlpbyzZs3XLZsGf39/TU69JKSEuEAmJubMyQkhD179qzjAFRWVlIul7O8vJxVVVV0cXGp84Npa2vLN2/e0NzcnOnp6Rw4cCDlcjn37t3Lu3fvCqpLnz59xP0/dwCMjY355s0bzp49m+fOnaOJiQkTExM5fPhw5uTkiD3p6nMTExNZWlpaLwVIjV1U1+3jx480NDTkzp07uXbtWj59+lQESlZVVYnrHjp0iK9fv673+asdgGbNmlFHR4cZGRnU1dVl06ZNaW5uzps3b9Ld3Z0ZGRkiUHDu3Lk8e/YsIyIiOGbMGBEbor7n/fv3eevWLYGBraqqYr9+/erc+/MYAAA0MzMTg8R3795RX1+fzZs358iRI3nkyBFaWVkxOjqaQ4cOZU5ODvv168e4uDiuWbOGu3fvFmWqrKwUtjBnzhwGBQUxNjaWZWVl7NOnjyiXVCqtYws9e/ZkSUkJfXx8GBERwdDQUC5evJiFhYUigFiNjqwttQOXm5vLlStXkqTAQNb+/nONGDFCIwhYLpfXobhUVFSIwM6LFy/yyZMnnDJliiD1kOSrV694/PhxcU+141JSUsJ58+aRrKEGzZ49m2/fvhXo0bKyMkZHR/P48eNUKBQsKytjr169WFVVxcTERC5cuJBHjx7lzZs36eHhIWxkxIgRfPjwIS0tLWllZcWYmBi2aNGCWVlZlEgktLOzIwDu27ePY8eOZfPmzamlpfXfdgCuX7/OqKgokuTgwYNFjMT8+fNZWVkpMJZqW2jVqhUnT57MwMBAAhCAAEtLS9EnTJ48uY4zXF1dLdpKbQtz585lSUkJP336xGHDhjE5OZnz5s3jtm3bGBkZSWdnZ2ZlZdHW1lagjC9dulSnDiqVSiP+Rk0B6tmzJz99+kQDAwNu3ryZCxYsoK2tLVu1akUtLS02a9aMjx49quMAqG3Bzc2NUqmUMpmMS5cuFXjgFi1a0MXFhSEhIfU6ALX7BbUDMGbMGObk5AhHzdjYWAROqx0AmUzGSZMm8dmzZ9y7dy9XrFjBzMxM9u/fn9ra2hw+fDjDw8PrpQCVlpZy2rRprKio0IgBcHJy4vv376mnp0c/P786z6Rnz55MTk7m8uXLWVlZyTVr1gjnSEtLS7w3akxySkqKCAK2s7NjfHw8V69ezd27d/PevXtisqrBAWjQv1MNDkCD/mOkdgBcXV0FBtTX15dv376lnZ0dW7RoIfCItZGIavKF+odi5cqVVCgUnDFjhghGLC8v57hx48S9Zs+eTVNTU2pra7OgoEBgQP39/RkWFsZRo0YJ3nffvn1J1jgAOjo6fPLkCTt27Eg9PT2WlpbSzc2NN27c4KlTp+qsGmRkZHDGjBncvXs3dXV1qaWlVccBuHz5MsPDw8UgXiaTiR/KJUuWcPXq1dTT06OBgQGLiopobm7OgQMHMjIyksePH6e3t7eoZ+3BW20H4OPHj9TV1aWrqytjYmK4bt06rlq1is+fP2enTp0E1nDy5MkiuFTdzp9LHQScnJwsBucfP36ku7s7AwICqKenx5SUFMpkMjo5OTEvL49Tp04VM8TV1dXs27dvHca42gF4+/YtLSwsaG5uzu7du/PevXvcvXs3fX19RRs0a9aMWVlZnDp1KpVKJf38/BgfH88ePXpQqVSypKSEnp6eYnBdW/XVSe0AmJubMzU1lQC4ceNGEeBrYGBAKysrZmRkUEdHhxs2bODatWtpYGDAzMxMNm/enC1atOCbN2+4ZMkS7ty5k48fP2a/fv1YWlrKdu3aUaFQCETmokWLmJmZSaVSyTZt2jA7O5tz584VtuDp6cmSkhJh52qMp/rf6jrUxnCq27Z2PaurqzVs8vO6q7/funUrU1JSxLG1z1NfV52rgGSd7z5/L9WoXrKGWFRaWqqBMA0NDeWlS5cENlIul1Mmk/H9+/dcuXIllUolfX19mZGRwRYtWlAqlbJ///58+PAh9+7dKyhJrVq1YlFREXv27MnY2FiuXr2aK1eupIGBgfjo6+tz2LBhDAoKoo6OjqD/AKCBgcHfOgBqGpi6nuryy2QyKhQK9u7dm0+fPuWWLVuoVCrp7u7O3Nxc2tvbs6ioiAYGBly0aBE3btzIe/fusXfv3sLGtLS0aGBgUG+AbH5+PufOncsrV64wPDyccrlc5Fjo1KkTk5OTqaenJ3Cn79+/F/kyDAwMqKurWy8GlCTj4uK4f/9+VlVVcfTo0SwsLGSzZs2oVCr59OlT+vn5ce3atXz8+DFlMhkNDQ1FgOznDoBSqaRUKuXgwYMZGRnJI0eOUKlUcsiQIdTS0mJhYaEoDwAGBQVx6NChwgFQI2HJ/3IA2rdvT5lMRnt7e7548YJz587lli1bqKenp7FaVft9WLp0KVNSUqhUKmlhYcH379/TwMCAfn5+dWxfjQFdt24dlUolp02bxvT0dNra2tLAwIBDhgyhXC6nv78/Y2JixLnFxcUiB83u3bu5ZMkSAjV5ZPT09DRQ0+r7uLi4iPw1pqamGnkA2rdv3+AANOjfrgYHoEH/MapvBcDJyYnPnj2jq6srs7OzOXbsWCYnJ/PIkSPctWsX3717J1YA3rx5Q319ffr5+XHbtm1MTk5mp06d6uVQq1cAevXqRW1tbY4dO5b37t3jqVOnWFFRIbaR1Nbly5dpZWVFAwMDOjg4UF9fn1VVVXz69Cl37NihsQKgnmGtvQKgnk3+uxWAuXPnCqfj8xmzsLAwjhgxQuQgcHd3p1Qq5enTp/ns2TOBhST/a6avtgPQokULGhsbMyUlhXZ2djQ1NeXFixc5c+ZMlpSUsGfPniwqKmJZWRkfPnzIGzdukCTHjx/PnJwcFhUVic/BgwdpZGTEZs2aUVtbm926dWNycjJtbW25bds2Llu2jCkpKWLAOHLkSL59+5b79+8nSTG7/bl27dpFGxsb6urqUltbmx8+fGDz5s3p7u7OI0eO0NjYuM4WoOTkZG7bto1yuZw+Pj4sKSkRba9UKsXMeHl5ucagtXZ9ioqK2LVrV4E91NXVpY2NDc3MzGhiYsLo6Gja29szOzubDg4OHDFiBC9cuMALFy7Qy8uLTk5OzM7OZv/+/fn06VOxAnDv3j2qVCpaW1uzoqKCTk5OXLduHYOCggRTvqSkhJWVlSIhkhpbWnuAP3z4cJJkRESE4PWr0Znl5eWcPn06STIwMJAJCQkkawbw6mReZM1gVi6Xc+bMmRp0p5SUFB48eLDOsygrK+OcOXNIkidOnKiXnKQetJPklClTWFFRwcrKSrq5ufHVq1c8ceKExvG9evXSWAE4dOgQU1JSWFpaSpVKxb59+7KsrIxyuZx79uzhs2fP6O7uzuzsbLG6kJCQwH379nHFihWMj4+nq6sru3btypSUFDo5OdHKyorXrl0Tq0EWFhZMS0ujvb09TUxMaGZmRltbW+rq6lIikTA9PV3Yfu1PfZSk7du38/379xwyZAhVKhWLi4s5f/58hoeH8/z58/Ty8mJqaip79OjBoqIixsXF0cnJiWZmZrSxsaGTk5NY2eratSsvX75cZwtQfVKTgXr06MGSkhImJycL0pmtra3YAtmiRQv26tWLt27d4tGjRzXqU3vF5+rVq4yOjmZZWRn79etHmUzG4cOHMyoqips3b+amTZtEH6e+rnrb0vXr18V1+vTpw+rqaubk5HD9+vUMCgpiaGgoJ06cyFatWtHc3FwkA/vvrgCoHQCJREJ7e3saGxvT3Nyc165dqzO5osaASqVSsRrk7OxMHR0dzp49mwcOHNBYAejVqxdLS0s5d+5cRkZG8ubNm1y2bBl1dXX54cMH2tjY8MmTJ/VSgHr27MnS0lK+fPmSO3fu5OzZs2lvb0+JREJHR0fhAISHhzMsLIwkxQpA8+bNmZqa2uAANOj/czU4AA36j1F9MQDJycn09fVlXFwc3d3dmZ6eXuc8JycnDh8+nADYq1cvBgYG0t/fnxUVFVy0aBFfvHhR5xw1BjQmJobm5uaMjIwU+2M3bdok9krX1uXLl3nlyhWOHz9e7PuWSqVcuHAh8/LyNGIA1HuwMzIyaGtry4MHD9LPz4+mpqb1xgDEx8dr7C+u/WPp4uJCKysr5ufn08zMjFOmTOG9e/e4ceNGFhcXMycnR+zTf/v2LQsKCnjgwAEeP36cnTp1opmZGR89ekR9fX3OmjWLt27d4s6dOzl16lQmJiby3bt3VCqVHD16tMa+ebXMzc01yrN48WKOGTNG1C0+Pp6zZ8/m9evXuWfPHm7evJnZ2dlMTU1lVVWV2Pet1o4dO+rkWCBrHIAjR47Q2dmZw4YNo7m5OR88eMBu3bpxwYIFYt/3lClTmJCQQC8vL2ZnZ/PRo0cC0fju3TtOnjyZZM0+3MDAQJIUqFCyZnBb36AkJiaG2trabNOmDY8ePUofHx9u2rSJZmZmItahoKCAlpaW3LFjB3fs2MGQkBAmJyfT3d2dT548oZ+fn4gB2LdvHx8+fEgPDw++efOGcrmcHz9+ZHFxMf38/JiXl8eZM2dSpVIxPT2d796947Vr1xgYGMisrCy+e/eOVVVVfPfu3T97bero/fv3dRysiIgIPn/+XPxd33P570q99zspKYl37tz5l8erVzrevHlDssYZyc/PZ0FBASsqKjh//nwqFArB2n/+/DmPHj1KqVTK9+/f08PDg/Hx8fT29mZOTg7v3bvHoKAgzp8/n3FxcaysrKSjoyOzsrJ48eJFbt68mUuWLGFMTAzHjRtHOzs7XrhwgR4eHpw9ezZPnDjBVq1aiT7D1NRUoCDVn9pbZaRSKQsLC5mXlyccHnWOi6ysLJaWlnLHjh3MyMgQcQH6+vpcsGABk5OTuXfvXl67do3Jyck0MTGhrq6uiDOpzwH4PDZD3S8kJibS29tbwwGIj49neno63d3dGR0dTVNTU/r5+XH+/Pka9bG0tKxzn3Xr1vHJkyciBmD58uX08/MTfVxhYSHNzc358OFDAhCJCmtLpVKJ5F1FRUU8evQoIyIimJSURHd3d0ZFRbFHjx4EwI4dO4q+RB0DsGXLFpJ1HQBra2vRx/n6+rJbt24Cc/v27VuSNc6rOh7k48ePbN68OZ88ecIWLVowICCALVq04NOnT+vUWyaTMS8vT9hf586dOXz4cOrp6bFv3751HACSfP78OefMmcOcnBxGRkbS3t6ewcHBtLGx4dOnT/8WA9rgADTof1INFKAG/cepS5cuSE1Nhba2Ns6ePYuePXvi2rVrGDt2LG7cuFHvOZMmTYKpqSnatGmDV69ewdnZGcHBwfj1118FOvRzeXl5oV+/fpg2bRoWL16MefPmCYpKZmYmFApFnXNu376Nrl27YuTIkfj5558RGxuLuXPnYufOnThx4oTAhZ48eVJQbpydnfH48WOUl5fDyspK43qvX7+GjY0NOnXqhPv370OlUuHmzZsax7i6uqJFixYAakgeP/74I96/fw8PDw+8f/8ecXFx+OOPP6BSqXDp0iVYWFjA29sbQA2mzsbGRuDtBg4ciBcvXqBx48Z48eIFAGDIkCGorq7G1KlTMXTo0H/5fOLi4pCYmIjg4GB4eXnh+++/x/r16/HHH3+gSZMm6NKlC7KysnD27FlUVVXhzJkzGuSVJUuWCJLM5/r555+RnJyMiRMnQi6X48GDB/Dx8cHz58/h6uqKX3/9FQcOHMCAAQOwadMmLFu2DD179sQXX3yBsrIyXL9+HSdPnsT9+/dhZ2eHAQMGIDs7GwsXLoSpqSlI4o8//vhbW1i4cCEKCwtx9+5dxMfHw8bGBra2tnBzc8OiRYsQHByMgQMHonXr1khLS8Pz589x9uxZYZs//PADWrZsCZlMhsmTJ+Ply5cYM2YMAgMD8ccffyA+Ph5paWlo3rw5jIyMMGnSJFRXV+PmzZtwdHRE165dMWDAANjZ2eHq1auoqqrC9evXNcr67NkzVFZWgqRAbxYUFCAzMxNAjY2q0YQymQwvX76Eq6sr2rdvL65RXV39t+8SSQ1UalpaGkpKSsR36vZzdnYWqFK1wsLCxL+zs7ORn58v7Do4OBhADT0mKSkJycnJKC0txW+//Yb79+9DR0cHP/zwA2xtbaFQKFBYWAg3NzccPXoUoaGhWLlyJdauXYuWLVsiMzMT69evx8iRI1FdXY2SkhIEBgaiuLgYly5dgpmZGf766y+MHz8eZWVlCAkJwcuXL5GQkIDw8HAUFRVh4sSJAAArKysMGDCg3rYAgOLiYrx58wavXr1CRUUFAODcuXO4evUqoqKikJ2dDVNTU5iamopzmjZtinnz5sHNzQ16enpISUnBt99+Cy8vL+jr62PEiBFo27ZtvdhJuVwusKUA4Ovri/Lycly9ehW7du3CkydP0LRpU5iYmODFixc4c+YMfvrpJ3z//fdYsWIFysrKsHfv3r+tz4cPH/Dp0yesX78eY8aMgUqlwu3bt/HVV1/h8ePHoo8LCwuDVCrF4MGDMW3aNAQGBuLKlSsaz1p9bkFBAc6dO4cxY8Zg/fr1OHbsGIYPH45x48Zh0KBBAIC+fftq4El1dXUxePDgess4adIkeHl5obi4GImJiYK6RRKXLl0CADRp0gQ6Ojqwt7eHsbExfH198e2332LYsGFYv349Fi1aVAeHCtQgfnft2oU3b96guLgYADBx4kQYGhrCy8sLP/74Y51zLl++jO+++w5nz56FnZ0dJk6ciLFjx+Ljx484f/7837Z1gxr0P6kGB6BB/3FSKpUC6TZr1iyB//Tw8BB4y5SUFLx7906cM2nSJAAQSDmJRAKlUol9+/bh0KFD9d6nUaNGOH78uMAb5uTkQKlUIisrC4mJiX9bNh0dHYHqy8rKwtWrVzFlyhSMGjUKrVq1qnOOSqWCSqWCUqnU4K+bmJigX79+CAoKEuUBINj77dq1w+zZs/GPf/wDgwcPxsmTJ7F//35MnToVjRo1gra2NnR0dKCnpyewqZ8z9Xft2gV3d3eYm5vj4MGDmD17NiQSCUgKlN3Bgwexa9cuVFZWiusAwK1btzTwf46Ojli4cCH09PSwePFi7Nu3D3K5vF6cp1KpFPVp1KiRcKYeP36M/Pz8etsWAJYuXYpmzZrBw8MDxsbG8PT0xPbt2zFmzBg8e/YMHh4eOHjwIPbt2wd/f3/069cPsbGx0NHREchGAOJ+akxjbVVWVta5r7qs+vr6Apupp6cnWPsymUygVx8/fowPHz4gIyMDP/zwA5o3bw6ZTIZGjRrh1atXyMrKglQqxZs3b8Q5K1euhEKhgJ6eHnR0dKBSqUASlZWV0NHRgaenJ27duoWqqiqBlVTjOj/HJNZ+Ruq61K7njBkzxDkkNY4Hap63tra2cBI/F0kN51eNTwRqHNAlS5aI7168eCEcDwAaeSOqqqpQVVWFSZMmQV9fH40aNYJMJkNUVBT69OkjnhlQw9OXy+VYu3Ytqqur8eOPPyI5ORlz587Fvn37sGDBAgQGBmLu3Ln466+/0KVLF/z111/YunUr9u7di3379kFHRwck8fPPP+PChQsoLS2FTCYTbTh48GCMHDkSurq60NbWxuTJk3HkyBGkpqZix44dcHd3R+/eveu0h52dHRo3bowWLVrAwsIChw4dwsqVK2Fubo7vvvsOxcXFcHV1xfHjx7Fq1Sr89ttv2Lx5My5fvgxvb29cvHgRrq6uaNmyJfT19VFWVoaFCxdCIpFAIpHUuZ+xsbFAsAI17/SRI0fEu61UKgXuV40Bnjx5Mo4ePYoPHz7gyZMncHNzAwBs27ZNIFjVUttKUFAQNm/ejP3792POnDm4desWpk2bJvo4uVwOkgIfOnDgQI3JFJlMJvrB2lhUoOY9Ujupalvau3cvXr58qVEWhUKB1NRUNG3aFGFhYVi+fDn27NkDGxsbeHp6Ii4uDj/99BO2b9+OoqIiaGlpiXZ4/fo1Kisr8fXXX+Pw4cPw8fGBRCJB8+bNsXbtWoSFheHx48d12tfW1hatWrWCqakpEhISsHDhQnh5eWHbtm1YsmRJnfcNqOkfbGxs0LdvX9Ffq/U5cjkmJgb5+fnYv38/fvvtN2zZsgWXL1/Gl19+CSMjI0RFRQnns0EN+neqwQFo0H+ckpOT8cUXXwjO/PLly7F48WI8ePAAffr0AQBYW1trzKbr6enh0qVLOHr0KADgzp076NKlC3766Sfcvn273vt89913CA8Px/79+3H27Fk0btwYX3zxBVq1aiVm7j5XXFwcnJ2dYWhoiCFDhiAyMhLt2rXDq1evkJ6eLmaUvL29xaApPT0dz549Q2xsLIqKigAAUqkUv/76K8aPHy+u3aVLF+jo6GDMmDEAgLy8PJHQ69GjR+jZsyfu3r2LP//8EydOnIC5uTnCw8NRWlqK8ePHa/Coa+vhw4eQyWR48OABzp49i+3bt6O8vFwkswkNDcX333+P6Oho9OzZEy9fvkRMTAzatWunwY8vLi7G48eP8ddff8Hf3x8nTpzAkSNH6gyw161bB0dHR4wcORISiQS9evXCo0ePAAAODg5/m0QNqPnxLC0txYMHD1BaWopdu3Zh1qxZOHjwIKytrfHixQt89913CAsLQ8+ePZGeng4HBwe0bNkSO3fuhIuLCyQSCb755hvs2rULeXl5IsnV6tWroVKphLMIAPPnz8fw4cOxf/9+3Lp1C1u2bIGJiQm6deuGu3fv4uTJkygoKEBYWBg2b94Md3d3fPHFFzAxMcHYsWNx/vx5ODs7IywsDH369EFiYqJoVwD45ptvEBYWhqqqKjx79gxt2rSBnZ0dcnNzUVlZiZCQEAA1s6FfffUVmjVrBhsbG3Tp0gUSiQTa2tpi0PXs2TM8efIE3bp1g76+PrS0tDBkyBAANbOhDg4O4r4k4ePjA0NDQ3Tu3BkAcP78eeTl5eH777//pzkYtLW1MXDgQPF369atYWZmBgDCaSgoKMDp06dhb28Pc3Nzcezw4cPFv9V1UWvQoEHQ0dFBp06dNGzhl19+EQnuFi9ejLCwMLx9+1bY9Z49e6CtrY1u3brh6dOn4npff/01IiIi0L9/f8TExKB169aQSqUoLi7G9u3bce7cOYwbNw6Ghobo1asXLl68CH9/f3Tv3h0mJiYgiTt37qBdu3bYvn07nj17hoyMDI22KCkpwbFjx9C0aVNYWFgAAPr37w+SCA0NhZGREZKTkyH9f9j787Aor3TtGz4pBhllbEAMqBjcYkuUYMRgNGogamvUOKPihNqIA4oobhGcaGexneOMs1FpUSMaZxQVR3ACRRFBEQWKuaiiBs7vD3ath7Kw9/u8x9PP7rwf53HUkeA9rHsN97rXtda6fpdMhrt376Jv375Yu3YtfvrpJ1y+fBnu7u74+uuvcfbsWaxatQobN26EjY0NTpw4gadPnyIlJeWz9XD37l08fvwYvr6+GDRoEKZOnQq1Wo0XL17AxsYGZmZmePPmDbp06QKJRIKTJ0/i+vXrCAkJEUHcrl+/rhd/xM3NDY6OjvDx8cGNGzf0Vj+0fdzt27dhaGiIxMRE/PLLL3j58qVOwLj+/fvD0NAQvr6+sLGxgYGBAUpKSgAAvXv3xs2bN3HkyBGxmrF06VJ07txZXK9SqXDr1i04ODiI/ujOnTvo1asXFi9ejJSUFLx+/RqbN2/WmZCpqanB4sWL0b59e5ibm8PY2BiXLl2CUqmEUqnEsmXLcODAAdjZ2ekFh5TJZNixYwdGjBgBZ2dntG/fHvfv34dSqcT9+/cRFxcnVhjqq1evXrh8+TI8PT1hZ2eHEydO4ODBg3BycsLatWt1VkZatmwJCwsLXLhwAb169cKNGzfw1VdfQSqVQqVSwc3NDZmZmZ+t90Y16v+Y/m/vOWpUo/7fSusDcOLECc6dO5fbt2/nmTNnOG7cOL5+/Zo+Pj4cPXq03nUeHh4CxXb16lUuWLCAVVVVnDFjBktKSsTe0foKCQmhh4cHc3JyaGRkJPbDHzp0iHFxcXz79q3eNXK5nDNmzGCrVq344sUL9ujRg1KplEqlkgkJCdy9e7fYi69NMy8vj2PGjOGSJUt46NAh+vr6sqqqioWFhXz27BnDwsJ09huT1PMBiIuL44ABA9imTRvm5uayXbt2DAgIIFm3P7mmpoYTJ04U+5MLCwu5ZMkS4QR848YNNmvWjAYGBhw6dCjPnTunEwegpKSEtbW1fPnyJcPCwoQjqlaf+gAsXryYY8aMYevWrZmTk0MHBwd++PBB4PUmT57MrKwsDh48WNA6GsJOduvWjR06dBA/BwcHJiQk0MvLi+3ataO9vT0fPXrEiIgILl26lK6urrx//z779OnD3NxcDhs2jOXl5bx8+TJv3rzJ8vJyqtVq+vv7U6PRsLy8nHK5XJSL1rmzvg+Ak5MTra2tha8F/ot4Eh4ezpUrV3L37t3s1q0bX7x4QTs7O0qlUlpYWHDFihVcsWIFU1JSOHjwYObl5bFfv368c+eOcEwMDw9ncXExCwsLGRAQwLS0NMbGxjIxMZFJSUlUqVSUSqVUKBQcM2YMSfLixYu8desWZ82axYqKCvr7++u0v/rYSG0b+Jw+bfeVlZUNEpD+d6S9p3YPd33169ePGo2GUqmU0dHR4t9nzpwp0h4+fDhJ8vr167x69SrJunpRq9UCpVhZWUmZTMY5c+awsLCQRUVF7NOnD9+9e8fJkyezurqaUVFRzM/P13EIf/ToEZctW8aFCxeyVatWAtVrZGTEyZMnc8eOHVy7di1nzpxJExMT5uTkCHKOq6trgz4AarVa+KusX7+eeXl5HDRoEFUqFZ8/f865c+eKeikvL+fgwYOFX0Dfvn156dIlOjs78/Llyxw5ciQlEgkNDQ05evRoHj16lI6OjjrvgJY4Rv6v+p49ezYrKipYXFwsYkYsXbqUq1evZnJyMocNG8bc3FyxH/3TvOAzPgDTpk1jdnY2lUolhwwZwuvXr3PlypU6fZy5uTk9PT3Zo0cP7ty5U1CAgoKCqFAoxPuelpbGzZs3U6FQsGfPnqyqqqKJiQmHDx/OU6dOEQCbN28uqEJaUpS2X9D215mZmaytrWVWVhb9/PwYHx/P5cuXc8SIEQIDWltby9LSUpIUjudlZWXUaDS0tbVlYWEhz507R3t7e70YFlp/h40bN3Lfvn18/vw5vb29xXegIfiDti46derEzMxMrlu3jpMmTaK7uztfvXpFU1NTjhgxQu+aRh+ARv1Pq9EAaNQfRloD4PvvvxcY0IiICD5//pwdOnRgSUkJO3XqJM6vra0VGNDS0lIaGxvT0tKSUVFRjIuL4507d9irV68GA0/V1NTQ19eXdnZ2BMCuXbtSpVJx3759PHfuXIOUmrNnzzIhIYGDBw+mra0tS0tL2blzZ4F+W7t2raCwaJWXl0dTU1Nu2LCBYWFhAh3q6enJgoICjh8/XhBHxo0bx/LycmEADBgwgIcPH6apqSnv378vsHIfP35kv379mJKSwkOHDnHWrFk6Dp21tbVUKpXctWsXJRIJLS0tBZbPx8eH6enpNDMz48mTJzl27FhKpVK2adNG4Bw/ldYA6Nq1K8+dO0cTExNeuXKFPXr0oJWVlaB9mJqacuPGjYICVFNTwzZt2lAqlTI4OFjcb8qUKSwpKRFUJO1PIpHQwsKCEomERkZGdHR0FOW3adMmhoaGMicnh3K5nG3atOG7d+9EgKnFixczKyuLXbt2FYM3jUbDK1euMDExUSc/WgPAwMBAICFfvHhBJycnSqVSAqCpqSnXrFnDyMhIGhkZ0c7OjqWlpfT19eXdu3dpamrK48ePc9y4cXz37h3btGlDuVwuMKDbtm1jSkoKe/fuLQZyGo1GYEDVajWHDRvGyspKgZZ88uQJ165dKxCaarVaGJT126P2/7XH8vLyuHDhwgbeqP+70j6Ptv1ppc0LWTeQ0uJC1Wo1p0yZImJFSKVSjhw5kjdu3ODhw4epVCrZr18/nfJLTk7m9u3bRZuvbwA8fvyYZmZmTExM5MCBA8U72rJlS6anp9Pc3Jzm5uaC325lZUVnZ2dmZGSINmhoaKjnBKyV9pm1+VSr1UxLS+OaNWu4du1aZmRksKamhq1atWJFRQVNTEw4b948Ll++nFZWVnz9+rVw5q/f1uuna2NjI9LT9m9KpZJdunShXC6nn58fMzIyGBUVxeXLl/Phw4f08fGhvb09CwsLaWlpKdCZ9e9b3wA4evQob9y4IdCtbdq0YU1NDR8/fsxFixZx0aJFvHv3rsCWGhkZ0dDQkGZmZsIAqF/XCoVCtNnIyEi+ePGCbdq0YVlZGTt27Mg7d+4QAI8dO8a+ffvSyMhIzxBdt24d7969yx49elAmk9HOzo4BAQG8fPkyzc3NmZyc3GCffOjQIaakpHDkyJGsrKykiYkJ7e3tOW7cOMbHx+vFAdDWm1KppFKpZEhICCUSCZ2cnFhYWEhDQ0NGRkbqXSOTydilSxeqVCoeOnSIZ8+eZUBAgOgXtE7A586dY1JSEkmyY8eOlMlkdHd3Z1ZWlsADp6amCqfzRgOgUf9KNRoAjfrDSGsAnD59mrNmzeL27dt5/vx5jhgxgu/fv2fHjh11EIarV69mdnY2PTw86OHhwTdv3rBPnz48efIkk5KSGBYWJiI9fqqQkBA6OTmxoKCADg4OzMrK4ty5c0mSsbGxfPTokR4KsD4FKDs7mx07dmRlZSUnTpzIGzdu6A00ybqPzenTp2llZUVzc3PBqq+urqaPjw+fPn2qxwLXGgAmJiZi8J2cnMzevXuzsLCQLi4ulMlkVCqV3LBhA9PS0iiTycSAQTt42bVrF48fP84ePXrQxcWFVlZWfPnyJQMDA3n8+HHu3buXKpWKvXv3plKp5Nu3bzlp0iS9PHy6AqDNy6NHj+jj4yNoSPfu3dPBgGqjGvfp06fB+v7UAIiLi+Po0aMFX9vQ0JCDBw/m1atXuWnTJk6ePJk5OTns2rWrCPZ169YtbtmyhXK5nGq1WrSP8vJyTp48ucF0tQbAxIkTuXz5cpG+NlhUx44deeHCBVpZWfHs2bPs2bMn8/Ly6O7uTg8PD6ampnLZsmWMjY3lnTt36O/vz8LCQnbt2pXp6emMiopiTU2N4JNrA3q9f/+e4eHh3LZtG+/evUuZTEZfX1+BSiXrBlbawbO/v7+IaRASEiKePywsrMFVrX8H1W9/9fOixU327t2bL1++5Lp166hQKMRA0NvbW6Ba5XI5d+/ezeTkZKrValZWVtLX15f5+fmcMmUKjx07JjCq9Q0AlUrFbdu2CQxoTk4OPTw8aGhoSEdHR86YMYMLFizg1atX2b59e1Hf9X9nzpyhr69vgwYASU6cOJGVlZVUKpX09/dndXU1a2pqWFNTwxEjRlAqlYp+6tWrV5w6daoICjdgwABhdDo5OXHcuHFctWoVATAtLU2gZ7U6e/Ysk5OTWV1dTY1GIyJ0jxs3jidPnuTBgwcZEhLC7Oxsenp6UiKRcMSIEUxISBD5efLkCe3t7RtcARg/fjwrKytZWVkpZsZtbGy4e/duTpw4kW/evKGtra0IkGVra9tgILBhw4bx8uXLPHjwIOVyOYcNG0ZDQ0N+/PiRzs7ONDMzo7W1NW1tbWliYqJDctPWt0KhEMagt7c38/Pz6eTkxClTpnDDhg00MzPTiwRMkidOnBBtoaqqih07dmR2djYnT57MQ4cOiVUmrSoqKjh58mQmJydz//79VKlU9Pb25ocPH9i8eXP6+fk1GJytU6dOLCgo4IQJE1hTU8OoqCiBZDY1NW2wj9M+T35+PkePHs2zZ89y9+7dnDlzJs+ePdtoADTqX65GA6BRfxhpDYAhQ4bwzJkz3Lx5MxcvXsybN29yxIgRzMzMFGzy+vLw8OCzZ89oYmJCb29vLliwgGVlZZTL5f80DsCVK1c4bNgwGhkZMTg4mEVFRWL7wfz58/UGAfUNgK5du/Lly5dUq9X88OEDZTJZg0vHeXl5dHR05ObNmzly5Eh27tyZz549Y01NDSdMmMCioiKd89++fcuamhoCYI8ePbhmzRrB1C4qKqK1tTW7devGgIAApqen8/LlyywuLuakSZPEhzQsLIykbiCwhw8f0sTEhH5+fuzduzf37dvHZs2aMSMjQ2AGtUF5SIryI/UNgMjISEZHR9PS0pLp6en09/enj4+PngGgDdL17t07KhQKsWyv1acGQKtWrWhvb09fX18xaHv37h2HDBnCbdu20cnJiTk5OczLy+OQIUN4//59Ll++nJWVlVy+fLkIuqbFBDaUJqmPAW3fvj0tLCyYnp5OY2NjgS3UoketrKwIQOAdtduDTp48KQZ99vb2rKqq4vTp03n8+HHu3LlTbBl7/vw5NRoNCwoKmJGRwc2bN7O6upoRERGsrq7WiTqdnJzMe/fu8ePHjwKxqFVVVZVOG6utrW1wq9r/lPLy8kQ8BrIuL/fv39c5Tv6vejly5Ahfv37N/Px8qtVqjh07lgUFBVyyZAkrKiq4bt06SqVSBgYGMjc3l8XFxYyKimJ5eTm3bt0qZn4zMzM5fvx4Xrp0ia1bt+aaNWsYFhZGU1NTEVQqOTmZbdq0obu7u1j1e/LkCY2Njdm5c2c9Q6AhA6CkpIQKhYJv376lRqNhWloalyxZwtu3b/PWrVuiLbx+/ZqBgYG8ceMG27Zty/j4eE6cOJHJycliIKyNVPvpr74BoFVMTAwrKyvFIP5TDGiHDh347Nkzjhw5khcuXKCjoyPd3Nz+2y1ABQUFVKvVHDp0KB8+fMg5c+Zw//79dHFx4YkTJxgUFCRWKPz8/Lh+/Xo9AyAvL4+FhYWMjo5meXk5N23axFu3bnH48OFiZbB///5cvHgx4+LixKqC1vDLzc3l/v37eeTIEV66dIkqlYqvX7/myJEjmZKSQk9PTy5cuFBsraov7barrVu3sqCggGPHjuWzZ8/o5eXFx48fMzQ0VGfCSCtt+ztx4gRfvXpFb29vGhoa8unTp+zcuXODGNC8vDyWlJQwMjKSu3fv5vHjx+nn58du3brR3Nyc796907umcQtQo/6n1egE3Kg/nL7//ntkZGRAIpGgVatWuHDhAiZMmIDdu3cjODgYAFBUVCQczgBg8+bNsLW1xdixYwHUOUwmJiaiX79+DZI2AgICMGzYMIwePRqzZ8/GgAEDcPnyZbx8+RLHjx9HdHQ0njx5guTkZPGTSqUoLi7G69evcebMGXTp0gVKpRLbt2/HsWPH8OrVqwbz06FDB0gkEjx48AATJkzAvn37cPfuXaxcuRJz5sxBYWGhyEt8fDxIwtLSEo6Ojpg7dy769euHOXPmIDU1FZMnT0ZUVBR+/vlnuLm5oV27drh69SrWrl0rSCt///vfRdp9+/aFk5MTvv76azRp0gS///47rKyskJubi0mTJgEADhw4gJs3b2L79u2C0vHkyRNIpVKdfDg4OKB///5YtWoVJBIJwsPD8e233yIiIgJ9+/bFy5cvYWZmBicnJ9jY2CAkJAQkceDAAZSWlgqH5ufPn+s4Jjo5OaFv377o06cPvLy8MGXKFMyaNQs1NTV48OCBICiNHDkSQB1iNSQkBCdPnsTPP/+M169f4+eff0ZlZSW2bt2KvXv3AgAqKipw7969z7YzDw8P+Pr6YujQoQLFamJigilTpqBVq1Z48OABqqurMWfOHFhYWCA5ORnh4eHo3LkzLly4oHOv2tpaPH36FIsWLUJubi4UCgVOnjyJ1atX49ChQ1CpVNi2bRuMjIzQuXNnFBQUYMyYMTA2NsaOHTtQU1OD58+fo23btnB3d8eZM2dE29Lq7du3yMnJEX+TxJ49ez6bv//b2r17N4yNjbFp0yYAdfhaHx8fcVybl7KyMjx48AAjR45Eq1atcPDgQdTW1iI0NBTOzs4YNWoUXr58iZ9++gnm5uY4dOgQtmzZgrdv32Ly5Mk4cOAAAgMDsWzZMuzcuRPdunXD6tWrsWfPHqxYsQK///47vvvuO8yaNQvXrl1DeXk5kpOTMWjQIPTr1w8RERGCimVpaYkJEyYAAPz8/BqkeGl1584dVFZWYu/evVCr1fj9998RHh6OZs2awcXFBe3bt0eTJk3wzTffYM+ePbh8+TLmz5+PmpoaeHh44Oeff0ZgYCDkcjn27NmD1q1bw8/PT9x/8uTJDTpnDx8+HCYmJpg0aVKDVJsxY8bAx8cHw4YNw5gxYxAREYFevXqJ41OmTGnwvomJibh48SIOHz6MixcvYty4ccjJycGBAwcQFhaGDRs2wMzMDBYWFnBzc8Ps2bN1rieJ3bt3409/+hMmTpyIgwcPYsyYMYiKisKePXtEv/v06VNcuXIF4eHhcHV11YEAuLm5ISgoCH5+fkhNTcX58+fxyy+/YMeOHZgyZQoGDx4skLyfqrCwEM+ePcOPP/6Ipk2bIjQ0FNu2bUNJSQkyMjKQmZmJRYsW6fThd+/eRUVFBfbs2YNu3bpBrVajX79+mDZtGrp164b//M//1HGA12rz5s148+YNpk2bhjZt2uDOnTu4desWZs6cieDgYB1H6tzcXFRVVendo1GN+r+tRgOgUX84SaVS8ZGorq6Gg4MD8vLy4ObmJigU1dXVOsjB1q1bY/bs2di6dSu++OILfPHFF3B1dUVUVBTi4+P10nB0dMTy5csRFBSExYsXY/ny5ejZsyeMjY3x1VdfYc+ePejduzd69OghfocOHYJSqYRMJhN4txMnTmDWrFlQKBQN0m1sbW3h4eGBpKQkhIeHY+XKlYiOjsbPP/8MS0tLfPvttzhx4oTIy8KFCwWG0tnZGb169UJWVhYKCgpQUFAANzc35OXlwdXVFQqFAv/4xz/QrVs3XL16VQ/3CNQNrk1NTbFmzRqo1WqcPXsWMTExOufMnz8f+fn5qK2tRXFxMQDgu+++02Nom5mZwdHREUOHDsX58+chl8thaGiI3NxcODo6ory8HIaGhmjSpAlMTEzw7t077N69G2FhYXj69KkYlBQXF+vgUE1NTeHo6IiSkhJUVlYiODgYf/rTn7B48WKsWrUK//mf/4kLFy6gbdu2+O233zB//nzk5eXByckJUqkUlpaWMDMzQ3FxMbZv346lS5cCqCPjNPQx18ra2lqkk52djbi4OFRXVyM6Ohrz5s2Do6MjiouLYW9vDyMjI7x+/RpGRkZITEzEjBkzdO61du1ajBw5EsbGxjA1NcVf/vIXtGrVCrt27UJ0dDQOHTqEuXPnorS0FN988w3c3d1RVFSE2tpaLFu2DLW1tZBKpaJdBwcHw8zMDLGxsSKNtm3b6rD8JRKJXl3+T2rx4sV6A8179+6JGALavDg5OeHLL7/E69evceXKFcyYMQNGRkZ4+/YtKioqIJVK8fXXX6OkpAS7du2CWq2Gq6sr7t69i7y8PDRp0gSPHj3C3LlzsXfvXixfvhxHjx5Ft27dUFRUhJ9//hnz589HZGQkRo4cibi4OEilUty9exevX7/Gu3fvYGJighYtWqC0tBQrV65ESEgI/vSnP6Fp06afzV+fPn3g4OCA6OhogZvUxu1ISkqCjY0NJBIJ4uLicOzYMQQFBeGXX37ByZMn8cMPP+DLL79Ey5YtsXHjRoEW/dOf/oSQkBC0bNkSbm5uOuWXnZ2NvLw80a5jY2Px7t07vedq0aIFDAwMkJOTA1NTU2RmZur0eW5ubjrnv3z5Eu/evUNISAiqqqqwe/duHXywjY0NYmJicPDgQdTU1MDY2Bhdu3YVky9aGRgYYMGCBTh16pTA6H5KHALqsKZOTk4AAGdnZx2ymFb79u3DTz/9BJKiHORyOQoLC+Hk5IR58+bpxFnQ5sve3h4XL16ERqNBXl4e2rRpg6lTp+LUqVOYOnUq1q1bp9OHjxo1Sryj1dXVkEqlcHR0ROvWrbFw4ULMnDkTf/rTn/Se729/+xvu3buHnJwcODs7o3Xr1mjdurWI6VFflZWVUKlUWLFiBXbu3ImFCxciKSkJX375JczNzXHv3j0MHjxYL41GNer/tBoNgEb94fT27VvY29uLAD/u7u549uwZOnTogPT0dAB1H736A9ROnTrhyZMnqKioQHV1NaytrfH8+XOo1Wp8/fXXemkcOnQIf/nLX2BhYYHIyEjs2bMHZmZmuHXrFszNzREQEKD3oWrWrBnkcjmWL1+OXbt24e7du/Dy8kJNTQ2qqqp0cIhaqVQqvHz5Er/99hsSEhJQVVUFAwMDJCYmYv369RgzZgwGDRqkN9guLS3Fxo0b8f79e+Tl5eHLL79EVlYWOnToIIKN3b59G4MHD4a5uTnatGkjWNz1FR8fj9zcXDx+/BgSiQT29vb4xz/+gebNm8Pd3R2//vorZDIZHjx4AI1Go8Ppjo+PR0VFhU697NmzBzk5OQgLC8OZM2fwj3/8A0+fPkXbtm1RXFwMY2NjWFlZYd26dfjLX/6Cb775BoaGhjqIyu+++06HnZ2bm4t9+/YhJycHkZGRcHd3R6dOnfDo0SNkZmbi0qVLaNGiBY4fP46WLVsiMjISY8eOhaenJ54/fw5ra2ucOHECbdq0Qffu3cUg6uPHj/jtt9/0G9h/6f79+zrH09PTQRLV1dUoLi5G8+bNkZ2djWXLluHgwYPIyMhAhw4dcP36deTk5CAnJwcjR47E8uXLcf/+fezduxdr165F06ZNIZVKkZWVBQ8PD0gkEnz55ZfYtm0bHBwccPPmTRw/fhxff/01TExMEBERIfCOLVu21GsL1dXV2LZtm/h79+7dqKys/Gy+/p1Uf8Cn0WiwaNEiAEDTpk1hY2MDNzc3GBoaIiIiAkOHDoWxsTGaNWuG69evw8nJCb169UJERAS+/fZbjB07Fu/fv0dNTQ1SU1PRoUMHrFmzBmPGjMHu3bvh5+eHkpISFBQUIDw8HMuWLUN1dTWSk5ORkpKCCRMmIDc3F19++SXMzMwQFRWFc+fOoaqqCq9evcKpU6canGluSAYGBnB0dMSxY8cwYsQIjBgxAr1790Z0dDRGjBiBmJgYkISLiwtcXFzEdZ06dcKtW7dw8uRJDBs2DKdOnUJWVhYqKysRHR2tg9S1sbFB06ZN8f3336N79+6IiIhocOD4t7/9DWfPnsWjR49gaWmJVq1aYfr06SLI1sKFC3UMbhsbG1hZWeHvf/87+vXrhw4dOgijGQBOnTqF7777Dlu3bsXvv/+OsrIyxMbGIjs7Wy9tiUSCNm3awMLCAkOGDBEDfa2sra0xfvx4WFhYYNiwYfj73/+O/fv3w9DQEDKZDL/88guAutgViYmJ6NGjBxYtWgSSqKysxJdffgk7OzskJiaK4Hb1ZWtri/LyctTU1ODhw4c6/SMALFiwQKBHtUHqTExM8NNPPyEnJweurq7Yu3cv2rdvj7y8PCxbtgyHDx/WS4cksrOz8cUXX8DGxgaVlZWorKzE48eP0alTJ51z27dvD1tbW6SlpaFjx47IyMhAixYtUFlZCY1GA0dHR53YGY1q1L9M/0NbjxrVqP9taX0Ajh49yvnz53P79u1MTEzkpEmT+Pz5c/bv358fP37Uu87Dw4O+vr50dXXluXPnuGDBApJ1e3bHjBkjiBX1FRISwrdv39LZ2ZlZWVns1q0bly9fzqqqKlZXV3POnDk0NjYWe9MTExPp5OTEw4cPc+bMmXzy5AltbW1J1jk7Hj9+nJcvX9ZLJy8vjyNHjmR0dDR3797NTp06saqqigMGDGBaWhqXLVumc/7o0aPFvtGzZ89yypQpnDFjBh89ekQvLy9xTKlUMjExkRcuXODKlSv1fAnIOh+A7du3s0uXLnzy5Ant7OxYVFQknIBPnTpFqVQq9poPGzaMxcXF4vqSkhKqVCo9H4CoqChGRUXR3NycnTt3pp2dncCAHjx4kOfPn2dxcTGHDRtGhULBcePGkSRv3rzJ69evi/t/6gOwZMkSzps3j2ZmZvTz82NmZia9vLx47tw5btq0iWPGjGFOTg4LCgo4cOBAFhYWCnxmeXk5p0+fLpCN2nppCD9a3wcgOjqaw4cPJwBmZGTQ1taWt27doq2tLd3c3Lh161b6+fmxU6dOfPXqFQMDA0VbOHToEGfOnMnHjx/T1taWarWaN2/e5JIlS7h+/XpeuHCBKpVK4FALCwspl8tZWVnJsrIy4SD7/v17qlQqlpSU8OrVq0xNTRXPOnDgQKrVah2nX229/JE0atQoqlQqfvjwQfzb/v37mZ2dTbKuDGQyGWfPnk2yro4iIyNZXFzM9+/fUy6XMzQ0lHK5XPQLSqVSDwPq7OzMI0eOcPr06Xz69Cmtra2ZlpZGKysrLl26lGFhYWzbtq0gATW0///69esNEmfq50WLt01OTmZ8fDz37dvH169f09PTkzU1NczMzGRISAgTEhK4a9cuzp07l2ZmZoI8du/ePS5YsIDR0dH/rQ/A/PnzWVlZyTdv3nDMmDEN+gB069aNT58+pYWFBVu3bk1XV1fh64DP+AAUFxdz6NChVKlU/PjxIx8/fswlS5YwJiaGz549Y9u2benr60sXFxdeuHCBAPR8AEjy48ePXLt2LZOSkvj48WOBAXVwcBCEnGbNmtHR0ZEA2KlTJ1F+2na9f/9+XrlyhSqVivb29qyoqCAAOjg4cMeOHRw6dKieD0BmZiYTEhLEu1RQUMD+/fvz7t27tLa25po1awSBCQB9fX3ZunVr5uXlcfv27ayoqKBCoaC3tze7du3KFy9ecNKkSQ36DWk0Gj58+JCxsbG8cuUKT5w4IfwZfH19BQWovhp9ABr1P61GA6BRfxhpDYCePXvy2rVr3LRpE+fOncvMzEx6e3tTKpUK2sKZM2cE4cHDw4NSqZRGRkYcNWoUExMTeebMGU6fPp05OTl6NB+yzhFs4MCBNDQ0pEwmY6dOnahQKHjixAlev36dcrlc8LQlEgmtra05b948Ll26lMbGxpRKpXR0dGRFRQWDgoKoUqm4bt06Pnr0SCcdLSVi8+bNDA8Pp7GxsRgA+vv7MzU1lVu2bBHPKJfLqVQqKZFIaGNjQzMzM5qZmekZAHl5eZw3bx6VSiVramo4YMAAPXrFrl27aGVlRWNjY9rb29Pa2lrPANB+8LQfq9raWiYnJ/PkyZPiPloDwM/Pj2fPnqWFhQVNTU2ZmZlJR0dH2tvbC0LG/v37aW1tzdevX7O6uppKpZLt2rUjWYdRVKlUIq9aA6BXr15MSEgQ983KyqKdnR3bt2/PrKws2tjYcOPGjQwLC2NOTg59fHxYUlJCf39/yuVynjlzhleuXKFCoRA4V5IN1jupawCYm5vTxMSEBgYGtLe3p6GhIW1tbTlmzBhu3ryZ1tbWfPLkCVu0aEFHR0d6enryyZMnoi3cv39fxIPw8/OjWq1mUlIS4+PjGRoayo8fP1ImkwmyiRYxGBUVxbdv37JTp07UaDQsLi7mjBkzRBlp1RDC9o+gx48fc+vWreLvhsgqWjxoQEAAa2pqqNFoqFAomJKSwuPHj1OhUFCj0bBjx47UaDR89eoVIyIiqFQqGRERwdzcXLZo0YLV1dX09vamWq0Wbf7hw4fs2rUrpVIpHRwc2LdvX54+fZrm5uY0MDDgq1evaG1tTRcXFz558kRnEG5ra6sTB+NTad9Rf39/gQVVKpWcMGEC8/Ly2K5dO2o0Gj59+pRWVlaMj49ncHAws7Ky6ODgwMLCQtrb29PU1JQWFhYiXQMDAx0D4PTp07x69apOu66urubz588FBjQtLY1yuZxWVlb09vbm48ePOWXKFIEBBcCPHz/SyclJLx9jxozhhw8fWFNTw4CAgAYNAKlUSolEQjs7O86YMUMH76pVXl4ep02bRqVSSZVKxV69erGyslJQ1gwMDLho0SLOnDmT9+/fZ4sWLfQM2JqaGgYHB1MqlbKyspKdOnVieno6p06dyvXr19PU1FTPANDiPKOjo5mbm0tfX19KpVL27NmTt27dorm5Oc3MzHTqtnXr1oLMlpiYyJkzZ/L169e0tbWll5cXMzMzxQRS/bbq5eUl2qdSqeSCBQtoZGTE/Px82tvb67SXuLg4Pn/+nNXV1QL3PHLkSCYlJXHv3r2cPn06k5KSGg2ARv3L1WgANOoPI60BcPbsWYaFhXH79u28efMmR44cyY8fP4pBKqk7uPPw8KC5uTnz8/NpY2MjMIxqtZp9+vRhWVmZXlpTp05lXl4enZyc6OnpyVevXnH27NlUKpWcP38+37x5wxYtWogBAVAXMOj48eMcO3YsjYyMWFZWxtraWj5+/JjLli0TadZXXl4eJ06cyG3bttHU1JRPnz5lx44dxQBWy+JesWKFmA3VYkD79+/PgwcPEoCOAdC8eXMxUNq9e7dA6X064NVSgNLT09m8eXNaWVnpGAAHDx6kWq1mjx49WFNTI+ISfFq+tra2YjbRwMCAW7Zs4dSpU5mZmcn27dtTKpWyX79+gomuHSRoB8TaD2f9si8tLdVZATAwMKC5uTmvX7/Ozp0709HRkUVFRezfv79OTIjMzEzB1y4qKtIZeGgHjGTdikB9qlF9aQ0AExMTEZhIm5eioiIaGhoyNDSUmzdv5sWLF9m/f3/m5+ezvLyc3bp14/3797l06VIuXbqUDx48oEajYbt27VhQUMDAwEAxINQaAHK5nDKZTMy2KpVK8azaGADaMqpvAHw6aL58+TLPnj37udfn307aNqRt41plZWVx9erVwgDQIly1MTVqampYW1vLOXPmMDs7m2q1mh06dKBcLuft27e5ceNGLly4kJmZmdRoNHRycmJRUREnTZrEw4cPMyEhgUFBQXz37h09PT1FvxAZGcnly5fz+vXrDAgIoJGRET98+EADAwMdYxCfoQB9mhe5XM4XL15w7dq1Ii+9evWiVCplly5dmJ2dzfDwcDHrq8WAtm/fnpmZmZwwYQLXrl0r3gEtkvjT8iMpjOnu3btTrVYzMTGRp06dYlBQkDAoPnz4QDs7O2EAWFlZ0dDQkBKJRGeG+tixY0xJSRF9htZguXfvHpctW8YlS5YIA0oikdDNzY0PHjwgAO7fv1+vjuVyOVNTUxkfH88FCxbw+fPn7NixI6VSKQMCAnjt2jUxGNeWdX0D4NKlS0xKSuKoUaNYVFTEdu3aibyYmprS3Nycly5danBV5ujRo7xw4QI1Gg2rq6vp4uJCT09P3rt3j8uXL2d4eLhOH966dWtmZ2eL/lqlUrFTp06UyWSUSCQcMmRIg9Q4jUbDnJwczpo1iydPnhRxABwcHCiVSsUkR/168/f3p1Qqpa+vL3Nycjh//nyuW7eO169fZ/fu3RsNgEb9y9VoADTqDyOtATBw4ECx7SM/P59KpZLDhg1jdnZ2g4M6Dw8PdurUiW5ubrxw4QIXLFjAgwcP8urVq1SpVBwwYIDeNfW3AL18+ZJBQUEsLS3lxYsXef/+fUqlUjZr1ozm5uZ8+PAhAXDatGlcsWIFk5OTOXz4cJqZmbGqqopz5sxhdXW1mPmpr48fP9Ld3Z0LFizg6NGjxaz2gAED+PHjR44dO1bv2bQGgJWVlTBC0tPThQFgbGwsIvZu3LiRGRkZnDp1aoMrAK1ataKFhQV9fHxoaWnJx48fMywsjAcPHmSXLl14/fp1sRwfGBjYYL04ODgwMzOT5ubmdHd3Z3R0NBcsWEBzc3NWVVXR0dGRKpWKpaWlYguQdmtRQUEBy8vL9WbVSP0tQEuXLhVbJV68eEFnZ2fm5+eLKK7Xrl0TkZMdHBxEmteuXWNqaiojIyN1tgB9TloDYPTo0VywYIFAgWZlZdHY2JhBQUG8ePEiXV1duX37dk6ZMoXGxsbs2bMnnz59ypkzZ/LQoUO8ceOGQD++e/eOI0eOFIHAjh07xosXL1KlUnHgwIEsKCigUqlkUlISExMTuW7dOhYUFJCs2+ZTWlrKxYsX88qVK2ILUP2tJiUlJf9tvv7dJJPJxHa6hnCM+/btY3Z2NseNGyeMxvz8fG7cuJGVlZWUy+WCcy+Xyzlu3DjRL2hjClRWVrJfv34sLCzkq1evuHr1asbGxvLGjRscNmwYX716xdatW/PFixcMDg7m2rVraW1tzTt37tDKyoo+Pj6iXcfExHDkyJH/1ADQ5kWlUum8u/Hx8SJuQf/+/fnhwwedbR9Hjx6lSqWio6Mjnz9/TjMzM7Zu3ZoA6O7uLgzRT7cAlZeXs6amhqNHjxaTC7m5uYyNjaVMJuOiRYv46NEj+vv7s3nz5nzz5g3t7OzYrFkzHjp0iB07dqSBgQHfv3+vl5fZs2ezqqqKBQUFLCsrE/3C4cOHOWPGDD579ow9e/YkAFpaWrJly5Z6W4DkcjmnTZtGuVzOqqoqlpWVceLEiczKymLfvn2Znp5ODw8PhoeHMzg4mJ6enjQ2NtZbAaioqOCsWbP4+PFjqlQqOjs7MzU1lTExMZw3bx5bt27d4DbHqqoqRkdHMz8/X8Rn6dChA/v27cv9+/eLbUdpaWk0NTVl69atxdbAw4cPMysri97e3szKyuLAgQOZnJzcIAZUG627tLSUMpmMixcvpqWlJZ88eUJTU1MGBQWRrDPUtG2nsLCQffv25YcPH0S0eO12sBMnTjQaAI36l6vRAGjUH0ZaA+CXX35hbGwst23bxuDgYCYlJVGlUnH69Ol89uyZOP/t27eUyWT08PBgcnIyAwMD6eTkxDVr1lAqlXLnzp2sqKhgWlqaXlr1DYDQ0FBeuHCB8fHxLCoqYllZGePi4vSWj9u2bcu9e/eyS5cuLCkpob29PZVKJbOyspiRkcG7d+/qpSOXy7lixQp27NiRLVu25P79+zljxgzev3+f5eXlXLJkiRgIZmVliQiV2v3JUVFReisAbm5ulMvlPHToEFNTU0V03E+1a9cuLl26lB06dOD58+cFw/7kyZOMi4tjaWkpt2zZwqtXr1KtVvPx48ck62IA1PcF0M6eeXp6cvny5ezYsSOPHDnCyMhIJicni9nHCRMm8N69e9y/fz+joqIok8k4a9YscZ/S0lKdvexaA8DBwYE9evQgAK5Zs4Zz586lsbGxiANQ3wB48eIFVSqV2Eqh9QF49+6d+PA+fPiQZN0AtCFO/qdxAADw8OHDtLGx4dSpU3n06FH6+/tzx44ddHd3Z3Z2Nlu2bEm5XC62AC1atIj5+fmMiYnhlStXGBoaykePHrGwsJCrV69mUVERJ06cyIKCAjGbXVJSwkOHDpGsG8TJ5XKmp6eztraWNTU1YgXoU8lkMm7evFn8nZ2d3aBfy7+b7t27p/O+ajQaPnnyhKRuW3j69CnVarVOFO1r167x2LFjVCgUDA8PZ21trWgLt2/f5qFDh7hgwQImJydToVCwQ4cOrKqq4q5duxgfH8/o6GhevXqVkyZNorOzM0+fPs1u3brx8OHDDAoK4vDhw2lqasqLFy+yXbt2OgHh/pkBUF81NTV89eoVS0pKWFJSwq1bt/LKlStUKpVs0aKFMACuXr1KV1dXFhQU0N7enmPGjGGbNm149OhRent7MzY2lu3bt2/QADh16pToHx4+fEilUsmXL1/y7NmzPHLkiFhluHHjBmfMmMGkpCSuWLGCU6ZMob+/v9jOpl1ZqKysFPfTvktaf4mGtgBdvXqVAOjt7c1FixY16AMgl8t55MgR3rhxg0eOHOG5c+c4Y8YM3rhxg3PmzGFcXBzbt2/P1q1bc8eOHXRychIGgEwmY35+Ps+fP8+EhASGh4cLg8fLy4tLly6lj4+PaAufKjU1lYcOHWJ1dTXT09MZGhrKy5cvs2/fvly2bBkXLlyotwWooKCAq1evplQqFXVkamrK5ORkDh48uEEDIC0tjeXl5dy7d6/o4zp27MhRo0bR3NxctOv09HTxvYmJiWFKSooI/LVq1Spu3LiRx44d44QJExoNgEb9y9VIAWrUH05v3rzBn/70J9TW1iI2NhZxcXFQKBSCDKOVlggC1DG6v/76a1hbW8PS0hKlpaX485//DCMjowbZ2YGBgTh//jxkMhnWrFmD6Oho9O/fH8ePH0dFRQW8vb3RpEkTGBsbIyoqCkAdeUgmk0EqlWLnzp1YtGgRNBoNzp8/j5qaGlhZWemx84uKinDs2DFMnjwZLi4uSE9PFySZmzdv4qeffsK+ffsAAK9evYJGoxHXSqVSvH79usEyUiqVaNWqFWxtbfHbb781SMjQ3rOsrAx9+vSBsbEx/vM//xPHjh2Dq6srwsPDMXr0aLx9+xb79u3D5cuXcf36dZSXl+vEWAAACwsL/OUvf8GCBQswZcoU3LhxA2ZmZnjw4AGAOtTf119/DUtLS7Rp0wYREREwNzdHly5doFAokJKSgtLSUpSVlek9Y9OmTdGmTRsMGjQI+/fvh5WVFVauXAkDAwM9rOT06dOhUCgQExODU6dOCYb7p21BW0ZabOznNGDAAHTs2BEPHz6ESqWCp6cnZs2ahZYtW6KiogI///wz9uzZg7CwMBw+fBhTpkzB7du38ac//QknT55EWFgY3r9/Dx8fH1y5cgUZGRnw9vbG2bNnMXbsWFE3Xbp0gYmJCTw8PADUEZWUSiXu378PAFCr1Xjz5g1yc3N1nvnXX3+Fubk5pk2bJv7tzZs3n63vfyd16tQJ7dq1E3+TFJSdsrIy0RYePXqE2tpaPHjwAJWVlUhPT8f3338PJycnHDhwACtXrkRCQgKsra3x1Vdfwd7eHi1btkTLli3x8OFDQbiRy+WCyOXq6or09HR8++23mDJlCvbs2YMFCxYgKSkJjx8/RseOHREbG4uff/4Zffr0wYIFC8RzRkREwMjI6J/m7ddff4VGo8Hr169RVlaG0tJSeHl54dGjRzhw4AAWL14szm3WrBnmzZuH3377DQqFAj169MCAAQOwfv16eHh4YOHChTr0rfoaMGAAsrKyoFAocOfOHWg0Gp14I2/evIGnpyfu3buHVq1aITQ0FHZ2dnj79i08PT1haWmJb775RhDCqqqqUFRUBAB48eIF9u3bh/Xr1+v0q1otXLgQf/nLX7Bo0SKUlpY2SAEC6khnxcXFcHJywsiRI7F69WqsWLECP//8M5YsWYLnz5/D3d0dbm5umDJlCj5+/CiuVSgUeP/+PVxdXZGfnw9PT09IJBL07NkT/v7++O233xAcHIzVq1c32Lfa2tqiZcuWUKlUePDgAdq3b49Zs2Zh1apVSE1NRWpqqt7zOjs7Y8SIEZBKpcjNzUXbtm0RGxuLwMBAxMXFNZjHe/fuwcjICJ6ennBwcEBFRQXKysrg4+ODRYsWYdiwYQDqYr507NgRAPDNN9/g4cOHWL16NbKzs9G0aVMYGRnh48ePOlS0RjXqX6VGA6BRfziVl5fDzMwMAHDw4EGEhITgb3/7G5ydnVFQUCDO69y5s0BvFhQUwMXFBWZmZjAxMUF1dTVsbGywYsUKjB8/HnPmzNH5nTp1Cg4ODpBIJFi8eDG2bNkCY2NjGBoaoqamBra2tjA0NARJfPjwAUDdQFWlUmHZsmVYv3493rx5A6BuMNO0aVNYWFg0yLjWBoWxsrJCUVERmjdvjpkzZ0KlUuH3339HYGAggLqgXfXxmAqFQm8grpVGo0FZWRnMzc0RFBSE+Ph4KJVKvfNKSkqwdu1a2NnZ4ddff8XGjRsxYMAAvH//HmPGjMHmzZsxZMgQtGnTBqGhobC1tYWbm5sYqGpVW1uLwsJCUSddunTBoUOHMGXKFBgaGqK2thYymQzXr1/HsWPHxAC1efPmkEgksLW1RatWreDu7q73jK9fv8aOHTtQUlIikKyfG2xo9f79ezg6OorBREVFBVQqFVatWoXJkycDqMMdahGAn6pt27ZYuHAhpFIpKisrUVhYiOPHjyMsLAxKpRJffvklrKys4OXlhVOnTiEzMxPNmzeHVCqFlZUVVCoVVCoV/va3v2HQoEFo3bq1GJB8/fXXqKyshLu7O7y9vREdHY1mzZpBIpHg+fPnuHv3Lrp27YpDhw5hzJgxMDAwEOXbpEkTwVTXlp9Wz58/F/EUzM3N/2n5/E8rPz8fN2/eFH+vWLECBgYGCAoKAgC0bNkS7969Q0FBAUaNGgVDQ0O8f/8ehoaGsLKyQmpqKlq1aoWvv/4aBgYGsLKyQnx8PIKCgnD58mU4Ozvjm2++wcePH2FkZISlS5fi4sWL+NOf/gQ3Nzf8/vvvGD9+PObNm4fw8HDcvXsXGRkZ0Gg0GDFiBH755Rfk5ORAo9GgqKgIvXv3FsZkYWGhDjazvnbt2gWFQoHmzZvDzMwMXl5eyMvLg7u7OzZv3oyxY8eidevWyM/PF9f89ttv8PX1xc6dO3Hw4EHMmDEDFhYW6N27N44dO/bflqWtrS0kEgkmT56MDRs2wMfHBy9evEBRURHatm2LzZs3IyQkBLGxsYiIiMCzZ8/Qp08fbNq0CW/fvsUXX3wh7uXs7CxiSfz0009o164dFi9ejFGjRuml+/79e2g0GhQUFKCmpgbe3t748ccf9c7TaDSQy+UwNzfHmTNnMH36dMTGxuLgwYOIiYlBSUkJTp8+DR8fH3To0EHnWjs7O3Tq1AkWFhYYP348Nm7cCLVajbCwMBQVFaGiogL79u1D//79YWdnp3OtiYkJzM3NUVZWBrVajffv3+OLL77A27dv8dtvv8Hd3R2XLl0CUNdnmZiYAKgzHLKysvDx40e0adMGW7duRW5uLnbt2oX4+Hj4+vrqfCsiIiIwbtw4rFq1CtbW1jA1NUVNTQ1qamowZ84c5OXlNVhvjo6OeP/+PUiirKwMZmZmMDQ0RHV1tV5eGtWof4UaDYBG/eH03XffISsrCxKJBO7u7vjpp58wdepU7N69GyNGjGjwmuDgYGzfvh25ubkoLCxEq1at4Onpib/+9a9iZqf+z9PTE+fOnUNKSgr+/ve/4+DBg/j48SMUCgVcXFzQoUMHWFpaQq1WY/fu3QCAdu3aobS0FGvWrEFSUhL27NkDY2NjTJ48GeXl5cjJydELJOTk5ISIiAisWbMGISEhePr0Kbp164axY8eiS5cuyMzM1Asko5WHhwd++OGHBo9ZWFiguroaL1++xJ49e9CpUye9Wcvhw4ejadOmWLNmDaqqqrBjxw4MGDAADx48gI2NDSwtLTFp0iRMnToV33zzDUJDQ3UCTdWX1tAYPnw4unbtCnd3dzRv3hwDBgzA1atXMXv2bHz11VeQyWSYNm0arKysEBwcjG+//RYmJib485///E/rHKiLHJuRkYGioiIRvfRzA7Hx48cjMTFRlI929WfUqFE68RAePHiAlJQUvevz8/ORmJiImzdvIjs7G+PGjUN8fDyaNm2Kf/zjH1i7di0UCgXy8vKwZcsWnDlzBt9//z0SEhLQvn17lJWVYfz48Zg2bRqmTZsGPz8/DB8+HMePH4ednR2CgoKwdetWuLu7IyQkBL/88gtkMhlevnyJtm3bAgAGDRok6qxJkyb44Ycf4OzsDHt7e/Gc3333nfh/V1dXtGzZ8r8tx38H2dvbo3379uJvraED1K1+HDp0CF999ZUw4A0MDDBu3DhUVFTgypUrYqb14MGDUKvViI+Px+DBg/Hhwweo1Wo4Ozvj119/xahRoxAUFIRvv/32n8Z8aN26NZo3b44ff/wRZWVlKC4uxpQpU2BhYYHRo0cjPT0dV69exY4dO5CWlqazEldf/fv3h7GxsagXGxsbMajdsGEDwsPD0aVLF+zcubPB67du3Ypbt25h3bp1IInIyEhx7MGDBw1GLffy8sK0adNAEqNGjULTpk3h7OyMpk2b6gwkLSws0L9/f/z666+Ii4vDrl270L59e2zevFknvoBWUVFR6NChA8aNG6ezwqTVnj17cP/+fZw5cwa//PIL1q5di6ysLL3zzM3N8R//8R948uQJ/Pz8cOnSJYwePRp79uzBtGnT8NNPPwEAzp49i9zcXNy5c0cvn6mpqSIIoYGBAa5fv47nz59j2rRp8Pf3h0qlQnV1tc411tbWePnyJRQKBSwtLTF27FgcOHAAv/32G548eSIiRPfo0QM7duwQkxL143Ro37XJkydj7dq1uH79Olq1aqX3vTA0NMRf//pXGBoaIjU1FQUFBdi+fTuaNWuGv/71rw3WdXx8PMaOHYvg4GBMnjwZX3zxBZo0aYKsrKzP9rONatT/Uf3P7T5qVKP+96T1AQgICOCVK1e4adMmRkZG8u3bt+zatWuDTHeyzgnY1dWVLVu2ZGpqKqOiorh161ZmZmZy0KBB/Pjxo96eb3t7e2ZmZrJz584sKCigr6+vIMksX75chwKk/VlaWvLYsWMcMGAApVIp7e3tWVlZyYkTJ1KpVHLdunViL6hW79+/p729PWNjYxkRESEwoA4ODtRoNExJSeH27dvF+b169aJcLicAmpqacvHixYyMjNTxATA0NOTYsWMFArS6ulqPPkSSJ06coLm5Oe/fv8/mzZvz48eP7NOnD1NTU7lixQouXbqUL1++ZFVVFWtra5mXl8dJkybp3cfW1pYSiYTOzs40Nzfn1q1bOWfOHGZkZNDR0ZFeXl7CMTI+Pp43btwgWeegp1Qq2bdv3wbrTesD0KNHDx49elRgTzMyMtixY0c6OTnp+QDIZDJ26dKFarWa2dnZnDVrFpOSknjt2jWSZO/evXUcDLVlVF9aH4CJEycyNjaWAOjs7MyCggIaGRlx4MCBvHDhAq2srHjmzBmOHj2ahoaGej4AGzZsYFZWlqBTdevWjTKZjCkpKTx58iSrq6s5cOBAKhQKVlZWCuINSeFD0LVr1wbpJpMnT2ZFRQVVKhUDAgIaLL8/quqXQ/1/0xJutMciIyP54sUL1tbW8sOHDxwxYoR4R5csWcLHjx+ztraWUqmUffv2ZXV1NY8dO8bTp09z6NChLC0tpb29PcvKymhiYsLo6GiuXr2apqamfP78Ob28vES71rYFe3t7Ghsb/7c+APXb9aVLl3jx4kWBHVapVGzRogVfvXolnIDv3r3Lqqoq2tra0sfHh0+ePKG5uTmtra1F/9K8efMG4wCQFE7U5eXlnDJlCpVKJVetWiWoWNXV1TQ0NOSIESOYkJAg+jhtLJOG4gDIZDJqNBp6e3uzqqpKzwfA09NTcPOdnJw4bdo0vXepurqao0aNEmQr7bW+vr78+PEjBw8ezPv37xMADx48yICAALq4uIj+6uXLl4yLi6NcLueUKVOYnZ1Nb29vVlRU0MTEhJGRkdywYQPNzMz0MKBknR9GZGQk8/Ly2L17d50+ztbWlra2toLshP/yAdDW35o1a/js2TN6e3uzurqazs7OfPr0Ke3t7cX5jx8/ppOTE+VyuaB4xcfH08LCgk5OTnz79i1bt25NT0/PBuusY8eOzM/P54QJE3jp0iWBhL1y5UqjD0Cj/uVqNAAa9YeR1gBISkrizJkzuX37dl68eJGDBw9meXk5XVxcGrzOw8NDYCUHDRokHGmDg4P54cMHajQaAmD37t159uxZAuClS5fYr18/SiQSlpWVMSAggGlpadywYQNVKhUDAwNpYGBACwsL5uXlEQAjIyMFIs/Pz4+mpqYk6z5iS5YsESjA+srLy2NwcDA3bNhAc3NzSiQSQcvw9/fnnTt3uH79enG+RqOhUqmku7s77927R4lEQolEIgwAbQyBgIAApqSk8MiRI5w9ezbfvHmjVy67du3iqVOnOGzYMBoYGLBly5bMy8vjhAkTePToUYFLLCsrY5s2bQSL/VNpHW4lEglNTU1pZmbGq1evsmfPniwqKmKrVq349u1bhoaGct++fUxKSmJgYCArKioEGrWhwFVaA8DAwICGhobctGkTg4KCaGNjQwMDA7q7uzMnJ4fTpk3j9u3baWtry6ysLHp6elIulwuGvhadqVKpRPmXl5c3SFgi6wwAiUQi6uPSpUsMCAigqakppVIpDQ0NOXXqVO7cuZNmZmbMyspiixYt9AyARYsW8enTp5TL5fTw8KBcLmdOTg5jYmK4efNmpqWlCdynl5cX8/PzOXv2bIFGrd9eamtrqVKpePLkSV65ckWnHur/f1xc3B9m0JCQkCBidZBkmzZtdI5ry6Fnz546CN0bN27w6NGjoj22a9eOCoVCBFrbuXOnOObu7k65XM6uXbvy4cOHXLFiBRctWsS0tDR26dKFpaWl9PT0ZEZGBk1MTHjw4EGOHz+eJiYmLCkpYbNmzcQxrdP/8+fPPxtDQqlU6mBAnz9/zpUrVwpH7q5du4r3e/jw4Tx37hz37t3LqVOnivZlbW1NExMTTps2jevWrRMI0k/jAGg1btw4QQMiyYyMDMbExHDt2rW8d+8e1Wo1mzVrxsLCQg4YMIDnz5/nhg0bOH78eL548YJOTk4NxjUIDAwUtKXa2lo+ePCAy5Yt4+LFi5menk65XE4nJyd6eHgwLS2NJiYmPH78uN591Go1r1+/zr1797KmpoYDBw5kcXEx27Rpwzdv3ohYJGZmZrSwsKCBgYFOrA6NRsN169bx7t27rK2tpUwmY8eOHfnkyRNRL5++EyT54MED7tixQ7QFuVxOZ2dnSiQSEZTQyMiIAES8hdatW/PVq1eMiYkRSN5u3brR3NycRUVFAj2qNQCMjIxoYGAgMKAzZ85kbW0tw8PDmZ6eztatWwsD4VP16NGDFRUVrK2t5bNnzxgZGcl169YxJSVFBBH7o7zLjfpjqtEAaNQfRloDoG3btjx+/DhjYmIYFRXFhw8fUqPRsEePHg0y/YcMGUIzMzO+fPmSLVu25IIFC7h7926+ePGCZWVlVKvVeisArq6ufPToEXv27ElbW1tx36SkJIFh/HQFwNbWlkePHmXfvn0FBUij0bC8vJwKhYJxcXHMyMjQebaCggI2b96cDg4OTEpKoq+vr1gBkEqlnDlzpt5so5YCZG5uzmbNmulQgDp06MDXr18zJCSECoVCfNjHjx/fIAbUxcWF9+/fZ7NmzZiXl8chQ4bwxo0bXLlyJWNjY3nr1i1qNBp+/PiRgwYNarBetBSgzp0788iRIyJir6mpKT09PZmXl8cxY8bw3r17XLVqFdevX8/c3FySZM+ePVleXs7w8HC9+2oNADMzM7q4uNDR0VEEcerZsyffvHnDwMBAXrp0iZs2baJCoWBAQAArKyuZn5/PIUOGsKKigpcuXWJKSgpnzZr12VWi+qqsrGSXLl14+PBhkea9e/dob2/Ptm3b0svLi1euXOH69es5adKkz1KAtm3bxps3b3LgwIGUy+Vs2bIlVSoVq6qqKJPJWFNTI3j0Go2GZWVlTE9PF4OoyZMni/orKSlpEJX6/zVpNBqBat2xYwezsrJ0jmnfJblczsWLF/PJkyfUaDTs3bs3CwsLBXJ31apVfPfuHV1dXalWq5mZmcl58+aJFYAhQ4awtLSUnTt3ppubG1NTU7l48WJGRETw7NmzHDZsmODjA+DYsWO5aNEiurq60tTU9LMrANOnT2dlZSWVSiWHDx9Oss4QkMvlnDNnDrOysti9e3eWlpbqYEDv3r3LoKAgGhkZ8fXr1/T29uaxY8dE33L79m06OTl9dgWArHuXSIpIwDKZjDNmzGBmZia7dOlCZ2dnPnz4kM2bNxftWtuf1o8vUF+lpaXs0aMHS0tLOW3aNB4+fJhHjx5lSEgIjY2NmZeXxzZt2tDc3JyLFi1qcKBbUFDA2NhYkhTByfz9/UV08dOnT3PevHkMCQlhcnIyXV1d9YLdyeVyEQdAGwnYzMyMUVFRXLhwIV1dXVlYWKiXdnV1NaOiovju3Tv2799fp49btWoVp02bJuJ8aNGrJHnr1i1euHCBUVFRzMjIoJ+fHx0dHVlcXMwjR46IFRlTU1MaGBhQLpczKCiINTU1lMlkjIiIYMuWLWlkZMTc3NwGIwGTpL29PauqqjhhwgTu3buXq1at4ogRI3j8+PFGA6BR/3I1GgCN+sNIawBYWlrSz8+PAHjt2jUuW7aMqamplMvl7NChg951WVlZNDMzY0hICPfv388FCxawsLCQMpmM8+fP5507d3QG/m3btuX69es5a9Ys3rlzh8OGDaOvry/Jug+idoDyqQGwaNEixsTEsGfPnkxJSaGNjQ1lMhlXrlzJx48f89atW3rPpjUMZsyYwWXLltHGxoZVVVUMDg7my5cvmZOTw3PnzpEk37x5I2algLrIu0uWLGkQA0rWzQSmpKTw3bt3DSLydu3axVWrVjEiIoKmpqZ6gcBOnTrFdevWsbKykpMmTeKLFy8arBc7OzsOGTKENjY27NKlC9u1a8fjx49z9uzZvHPnDidOnMhXr17x9evX3LBhAysqKkReamtrdQZ59aU1ALy9vbly5UpGRERw0aJFtLKy4s2bNxuMA6A1AIKDg3n9+nVu2rSJJPnhwwcxmK5vhJWXl7O0tFQn3crKStra2rJLly6cNWsWBwwYwL59+9LExIR37txhv3792KdPH+7YsYMtWrTg4cOHOWXKFN67d4+hoaE8e/Ys165dy7KyMhEHQBtfoaCggEeOHOGFCxd48uRJ1tTUMCQkhHK5nLNmzWJ+fr6Idvr69esGt25ppd3+8v8VZWZmsrKykuvWrWvweHV1NWNjY/ns2TPevHmTJBkdHS1mubOzs/ny5Utu3ryZlZWVJElXV1cqFApOnz6deXl5egbAo0ePOGjQIPr6+vLQoUMMDAyks7Mzk5KSaGNjw8rKStGuAXD9+vVs167d/yMMqFKpZG5uLh88eMD79+8zNzeXoaGhVCgUOhhQrQHw6tUrWllZcciQIbS2tqafnx89PT1FxHE0gAHVKisrixqNhllZWczPz+eqVasYFxfHN2/esEOHDqyurhaY32PHjnHbtm3s378/ATAlJYWOjo4N3nfmzJl8/PgxlUolz5w5w7Vr13LNmjVMSkpiaGgoTU1Nee3aNXbu3JmxsbENYkAVCoVOu16yZAlTU1M5ceJEJicns1u3bvTw8GDLli1FPusbAGlpabx3754wACZNmsTU1FTOmTOHq1atYvv27ZmQkNBgH5eSksKjR4+K1ZgJEybw/Pnz7NGjB/fu3ctWrVrpYUBJ3X5BuwXI1NSUgYGBoi3ExcWxXbt2YsVC28edO3eOERERPHToEKdMmUIjIyPOmTOnwfK1t7enSqXixYsX2blzZ3p5ebFZs2b87rvvGg2ARv3L1egE3Kg/nJo2bQo/Pz/06tULr169wuzZszFkyBBIJBJMnz5d7/x+/fph7ty5+OqrrzB27FgAQE5ODo4dO4ZFixbh6tWr4twvv/wS3t7euHfvHjp16oQff/wR8fHx4vj79+8hlUqRmpqKiooKAHUUjgkTJiAtLQ0ODg4YN24cbty4AbVaDSMjI/To0QOOjo46tA2tCgsLsWfPHjx//hylpaXCaa9v375ISEhAaWkp+vTpA6AONVcf7/j+/fsG8XwAIJPJUFtbi65du+Lp06cNEoB8fX1x5MgR2NnZISYmpkEHw27dusHY2Bj9+/fHxYsXG0zLwMAAffv2ha2tLfz8/ODt7Y13797Bx8cHP/74IwICAnDixAmUl5fD3t4et27dwt27d6FWq1FbW4vLly83eF+t0tLSMH/+fOF4GxUVhR9++AG1tbWfdQLu27cvbt26BT8/PwB1uFOtk2BSUpI4r7i4WFCc6svOzg5+fn74+9//jtOnT6NXr16Ijo5Gr169MGrUKIH6Gzp0KK5du4aePXvi/Pnz+O6775CZmQkrKyv8+uuv+Oabb2BqaoqePXti9erVyM3NRa9evdC2bVuYmprixIkT2LRpE5KTk7FkyRJkZGTg3bt3KC0txa1bt6BWq3Hu3DnxXO/evRPPe+nSpc/m/4+os2fPwtLSEuHh4XrHzp07B0NDQ/Tq1Qvt2rWDs7MzSkpKEBAQgIsXL0Kj0eDEiROQyWT4/vvv8euvv6KqqgoRERG4cOECYmJiMH/+fL37du/eHSNGjICXlxcOHDiAIUOGYO7cuQgKCsK0adPw66+/irYQEBCAnTt3IiMj47/Ny7lz56BSqZCWloavv/4aPj4+mDdvHpYtW4bff/8dEREReteMGjUKM2bMQP/+/WFra4vg4GBMnz4dX375pTinoTwAEGVw8eJFWFlZwdbWFhYWFrCxscH06dPx22+/YeHChXB0dMS2bduQnJwMa2trODk54bvvvsPcuXP17pmamoo1a9bgwoULUKlUePHiBaysrGBtbY2MjAx89913iIyMxE8//YQOHTrg5MmT+Oabb/TuU1NTg8zMTNGu/f39cenSJfTp0we3b99Gt27d0LFjR7Rt2xaTJk2ClZWVzvUdO3aEtbU1vv76a1y8eBHbtm3DlStX4ODggMjISHz99ddYt26dHga0pKQEzZo1g5OTExQKBS5cuIC+ffvi3LlzyMvLQ1VVlQ6Gtr4+7ReOHz+OhQsXYsiQIaJPCQ8PF22htrZW9HHt27eHq6sr5s+fDx8fH5iYmKBfv356aVy7dg0RERGQy+WIi4vD8uXL4ePjgxYtWuDbb79t8Lka1aj/k2o0ABr1h9OYMWOwdu1a1NbWwsDAAJs3b8aGDRsQFxeHSZMmNXiNXC5HTEwMli9fDqAOEdqxY0esW7cOs2fPFuddvXoVR44cQW1tLSQSCWpra7F69WrExcXh/fv3kMlkaNmyJSQSiQ6DXqPRCLrM4sWLUVBQgMOHDwMAJBIJJBIJTp8+3SB3vra2FoMGDUJ6ejpCQ0Oxbt06WFhYYMKECfj73/+OjIwMZGdnY+jQoToYUJKfpZEAgKGhoWBff/pRrX/9ggULBPu7oXusWbMGEokEwcHBOHr0aIPnGRkZIScnB2lpaTAwMEBqaqooD2tra4Hw69GjBzIzM/HDDz/gl19+gYGBAcaOHYsTJ040eF9bW1usWrUKADBhwgTcuHEDubm5OHDgQINxAJYtW4a4uDhYWFggLCxMoDWdnJxw5coVyOVyzJkzR5zv7u4uqDv1lZ2djfT0dIwZMwaRkZHYsmULysvLsWPHDoSFhelQUzQaDYyMjMR/te1Si+8EgAMHDmDVqlWi3Zw+fRpfffWVoPbIZDKcOHEC//Ef/wGNRgNXV1dh7NVHx2rbEgCEhobqEI3+6KpfLwBw+/ZtgXE1MjKCgYGByK+2HA0NDTF37lxs3LgRM2bMEMhZbfmr1WqoVCrs2LGjwUGu9t4eHh6YOnUqfv31VxGLoKamBhEREQgNDUVcXBw0Gg1IIi4uTiAjP9Xhw4ehUChgZGQEc3Nz+Pn5CdxpZGQktm7dKp6pIalUKmGISyQSJCQk6ExQfO467TOGhoYCgHgvdu7cicDAQPz1r3+FRqOBoaGhKMf6fUdDcSO0Za1Wq8G63QLivrW1taLNA3UTJ1OnTm2QJkQSarUaX331FVxdXbFw4ULMmjULoaGh4h09fvw4zp8/r9efFRUVISUlBRKJBCQhkUiwYsUKTJ8+HXv37kV4eLheX6zVp/lUqVSYMmUKFi5cKAxnbVlv375d5z0jqZMXY2NjaDQavHnzRsQCmDdvHlq1agWgrg3NnDkTjx49wqlTp1BbW4va2lpR3g1NrkgkEqhUKjRp0gRjxozBtm3bxPu9Zs0avfMb1aj/0/r/ztejUf9/o+vXr2PgwIHw8fFB69atERgYiN9++w19+vRpcGYNqENeymQylJSUoF27drhz5w6uXr2Knj176gyihg0bhrCwMHz33Xe4ffs2rl69ihUrVuD06dOwsbFB69atceDAAbi5uYlBdWlpKfbv34/09HTY2NjAzc0NgwcPRkJCAtRqNX7//Xe8f/8eTZo0gY2Njc5zOTo6IiQkBBs2bMDz58+RlJSEfv366fC/mzdvDkdHR708ffHFFw3OuAF1A8o7d+6IYGBRUVEiEJZWd+/exbhx4+Dj44OhQ4fqDSZjYmLg6OiIUaNGoW/fvpg+fTq6du2qlxZJMYB/8eIF/Pz8oFKp8N1338HMzAy//vorbG1t8fPPP+PRo0coKCiAVCrFTz/9BAMDAxgbG6NLly6fzYd2Bjw1NRWRkZG4fPkyDhw4oHfunDlz0KpVK4waNQrHjh2DUqnE1atX4eLiAicnJ3z77bfiQz5z5swG06svLZP/6tWrkEqlGDp0KBISEmBnZ4du3bph27Zt+Oabb/Do0SPEx8dj4MCBuHTpEry8vFBeXo7y8nJ4eXlh9uzZ8Pf3R58+ffD777+joKBAtIXTp09Do9HgzJkz+OGHH2BnZyeMgh49esDIyAj+/v7imVxcXHTawsSJE//bfPxRpFarMWvWLPG3h4eHwOYGBARArVbj/PnzePr0Kd6+fYujR4/C09MTISEhGDhwIORyOVJSUuDm5obhw4dj7dq1+P777zFo0CD06tULV65c0UvTyMgIAQEBWLVqFQ4ePIg+ffrg48ePOHr0KHbu3IlLly4hKSkJQ4cOxVdffYXMzMx/GlivW7du4p5AXQC8//iP/8A//vEPODg4YNSoUUhMTMSAAQP0rv3111+xY8cOnDhxAlKpVMx019e6des+W36DBw+GTCbDli1bMGLECDHDHRERgcuXL2PXrl0YNmwY2rdvD19fXxw9ehS7du2CjY0N1q5dq3e/zp07Y/bs2Rg4cKBA9WoDXH311Ve4ePEifv75Z1hYWMDHxwdbtmwRgf/qy9TUFB06dMC1a9fw/Plz8e9VVVWIjo7Gzz//DKAuFkRmZiYqKyvFOVZWVgIh+uc//xmDBw/Ghg0bANStniYnJ+POnTuYO3cuHBwcdNK1tbVFXl4eSkpKYGZmhgEDBog+rmXLlrC0tBQrqImJiTrGh6Ojo06MjYSEBPTr1w9v374V6V+7dk3EYVEqlVi8eDGGDRuGwMBA5OfnIz8/H8OGDQNJ/OMf/9Arl+7du2PDhg3QaDR48OABfH19cfv27c8Gd2xUo/6P639k41GjGvX/QlofgGPHjjEkJETs+w4ODmZubi5ra2sbdPL08PBghw4dhC/AkiVLKJfLBXpRu6cTAK2srGhnZ0cXFxeamJiwqqqK9vb2fPbsGRcuXEiyDo+nRfnhv/aNXr58mQCYmJjI4cOH093dnfn5+QwICGBFRYVwXPxUBQUFnDt3LmNjY3n06FF26dKFVVVVfP/+PYcMGcLk5GTu3r1b5xqtD4CZmRmdnJy4ceNGhoaG8sWLF/Tz8+ObN28YFBTEqqoqHjp0iI8fP2Z5ebnefvFdu3axWbNmfPjwIf39/WltbS18AORyOWfOnMmMjAwOHjyYSqWyQQdrss4J2NHRkXfv3iUAbt26laGhoWzRogXz8vKEQ3NYWBjj4+OZmJgo9vh269bts/Wt9QHQ/latWsXZs2fTxMSEubm5ej4Ahw8fFvnWkonGjBlDktywYQNfv35Nso4sos1LSkoKL1y4oJNuZWUl/fz8ePToUQJgQkICfXx82Lp1a9rY2DAjI4OzZs3i6tWreenSJfbt25evXr2in58fX758yalTp/LIkSM8cuQIlUqloBJ92hYWLlzIjIwM1tbW8u3btxw/fjzJOjrOgwcPSJIBAQHUaDSUSqWcN28eSXL9+vWC6lTff+H69eu8dOnSZ8vz31WhoaGsrKzUqZdP1b17d+EgXFNTQ7lczqqqKqrVapaWlrJXr15Uq9W8fPkyDx8+zBUrVvDhw4cCmzto0CCmpKRw1apVXLp0KVNTU9m3b1/m5+ezT58+vH79OqdOnco1a9bQwsKCHz9+pK2tLVu3bi36BXt7e544cYKdOnX6f4QBHTJkCF+9esWtW7eyurqaISEhLCsrY3FxMfv27avjA+Di4sKioiI6OjryzZs39PHx4YkTJwiAR44cET5Pn/MBGDhwoKAm3blzhxs2bGB1dTWnTZvGFy9esGvXrgJdPHPmTG7YsIEAhKNqSUlJg/ctKytjt27dWFpaytDQUOEEPGXKFL58+ZLe3t40NDSkm5ub8GX5VAUFBVy6dCnlcjlramrYs2dPVlVVMT8/n97e3nzw4IFA7WphDZ/2VdXV1QwNDWVpaSmLi4vZq1cvpqamMjg4mNHR0XRxcWnQCVgul3PBggV8+/YtSdLExESnLUyfPl3PB+DNmzeMi4vj7t27mZmZSW9vb+bl5dHDw4O9evXijRs3dK4xMDAQjuZRUVFMSkriqVOn2KNHD7q7u9Pc3Pyz7VoLinjw4AGjo6NZUlLCkpIS3rx5s9EHoFH/cjUaAI36w0hrAFy4cIGhoaHcsWMHr1y5wr59+7KyspItWrRo8Dq5XE4bGxt6eXnx4cOHXLBgAdevX8+nT5+KQZmLiwufPXsmOvVr167Rz8+P5eXldHNzo0ql4p07d7hp0yYuXLiQOTk5wgAwMDCgqampDgZUi32USqUcPXo0r127xsOHD+t92PLy8gQCz9LSki9evKCXlxeVSqUY3CqVSnG+r6+viAMwYMAAHj58mMbGxnzw4AF9fX1ZUVHBtm3b8tWrV1ywYAFVKhVnzpzJgoICvXLZtWsXT58+LYgnpaWl7N69uyDeJCQkUKPRUKFQ0MPDg+Xl5QwKCtK7j62tLU1NTWlubk4jIyNu2rSJ06dP54sXL+ju7s6Kigp269aNSqWS+/fv57lz51hbW0u1Wk2lUsnS0lJOnDhR775aA6BXr15MTEykubk5jY2N+fLlS7q6utLV1ZW5ubmcOnWqaAtKpZJt2rShQqFgQUEBJ0yYQLJuQKbRaOjn56fjYKjRaPTwgZWVlTQ0NKSlpSUNDQ1pbm7OrKwsOjk5USqV0tzcnGZmZly1ahUjIyMFE72iooKdOnViWloalyxZwiVLljAzM1OUn1wu5+vXr7l48WJu3bqVN2/epEajoaenJ1UqFXNychgRESFwpdryIf8XBpSswyrWb0daR+GG8vLvqkePHnHz5s0kKZzBtVKr1bxw4QLPnDkj/k2LRM3NzWVMTAzJOuLO+/fv2a5dO9bU1DAvL49hYWHCUV77Xzc3NyqVSqalpTE2NpbR0dF8+vSpiE9hamrK4cOH8+zZs4yPj2dQUBDNzc11MKBTpkzh6tWraWJi8k8pQPWdthUKhai32tpajhkzhoWFhfTw8KBUKuXgwYN54cIF7t27l3K5nL1796aBgQHbtm3LrKwshoaGMi4ujiYmJpRIJARAJyenBtOVy+VUKpX08/OjRqNhYmIiT5w4QaVSyS5durCiooIeHh6CdmNkZMTLly/T19eXJiYmDfadn2JA7927x2XLlumgjktLS9miRQs+evSIZmZmPHLkiN59VCoVb9y4wR07drC2tpZ9+vShhYUFq6urdQyA48ePs2/fvjQ3N9dp6yQFBrR79+6Uy+WivzEzM+O2bdsYHBzM9+/f66SrxYAqlUoOHTqUlZWVtLe3Z15enogpYmZmRgMDAwJgaWkpW7duLRC8SqWSkydPFoZTaWmp6Be03wljY2OBAa3f7iIjIymRSFhQUEBra2t26tRJr1y0GNB27dpRo9Hw3LlztLe3p5WVFa9du9ZoADTqX65GA6BRfxhpDYAff/yRly9fFoHAHj9+TI1G81mUnYeHBwsKCmhoaMhmzZpxwYIFlMvlVKlUYhWg/owOADEwNjQ0ZH5+Pn19falUKrl7927eunWLVVVVbN68uTjfzMyMdnZ23LlzJ4ODg2loaMg2bdqwoqJCBC/avXu3Xoeel5fH0NBQbtu2jSdOnKCfn59OIDDth7O+lEolDQ0N6ezsLNL/lAKkVquZlJTEhISEzwYCS0hIoIWFBe/evUsXFxd6eXnx1atXnDJlCsvLy7l06VK+evWK/fr1o1KpFGSVT+Xg4MC8vDx26dKFCQkJtLGx4aVLlzh8+HAaGhqyoKCAw4YNExjQVatW8c2bNwwICBB10JA+XQFYu3YtR40axebNm9PIyIj5+fkcOnSoTlC4R48esWvXroIIpVKpKJfLuW7dOmZnZ4t7fy5N7bGuXbvyxIkTXLlyJYOCguji4kKJRMIWLVqwQ4cOTE5Opq2tLQ8fPswxY8Y0GAhs48aNTE1NZe/evQUGVK1Ws7q6WqywFBYWsra2Vqz8kOSxY8d47949jh07ljKZjLW1tXrPW1VVJQYdffr0Ef+ubdd/NGnzV1ZWxmnTpukdU6vVAnOpDSq1YMECfvz4kRUVFZTL5QwMDKRSqeSOHTuYmprKCRMm8N27d+zcuTMLCws5evRonj9/nidOnODEiRPFTPubN284fvx4JiYm0trampcuXeKAAQMokUjo5uZGExMTOjg4iHaYnp7+WfrSpEmTBAZ0wIABJMnLly/z0qVLlMlk7N27N4uLi1lZWckxY8bwzJkz3L17N2fOnMkXL17Q3t6e7969o7GxMR0dHfX6pc/NJPfp00fUuxYDqsXQ9uvXjwUFBXRzc6O/v79ou+bm5gTAd+/efZYCVFFRwc6dO7O0tJRTpkzhkSNHeOzYMQYHB/P169ds164dAdDf35+nTp3i6dOnda6vrq7m8OHDRRC2ixcvUq1W08XFRc8AsLe3F4x9lUql0xbkcjlDQkL46tUr1tbWMjc3l7179xYBs86ePdtgH6dQKEQgMLJuBaBfv34sLy/noUOHeOLECfbt21dnBeD169eMiYnhmjVrmJGRQW9vb7GiO3LkSBFITdsWtJz/QYMGMTk5mTt37mRERASbNWsm+r/+/fs32Oa1Ae7S0tIYFRVFhULB4OBgXr16tdEAaNS/XI0GQKP+MNIaAAcOHGB0dLQYNE+fPp3V1dX/1ADo06cPmzdvzitXrvDgwYNMSEjg+fPnOWnSJDGjXv/XsWNH3rx5k4GBgQLjlpWVxTNnzrCoqIhhYWFiZq5nz57s1asX9+/fT1dXVz579oxt27alXC7npEmT+P79e8bGxja4PSkvL49Dhw7ltm3bxIC+qqqKgYGBTE1N5fz58/UwlUqlkq6urjx27BibN29ONzc3PQPgw4cP3LlzJ0tLS7lw4UJKpVK9tMvLyxkYGEg/Pz+amJjw8ePHDA4O5oULF9i2bVueOnWK79+/p0qlYlZWFqdMmdJg+drZ2TEgIECUnXYL0Llz5zhq1Cja2dlRqVTy7NmzXL9+vVj+1wbnCg0NbfC+lpaWNDExEdsfPDw86OjoyEuXLnHEiBF0cnLSw4BGRUUxLS2NNTU1DA4O5vnz55mQkECSIi9qtZohISEk6z7CWqyrVtpIwM7OznR3dxerTnZ2dnz06BG7d+/OiRMnMj4+nl5eXrx27RrHjh3LJ0+ecMKECbxw4QJXr17NyspKgQHNysoSbWHv3r08c+YMs7KymJeXR41Gw8ePH3PevHmUyWRikPfu3Tuq1WrW1NQwLCyMZN2ATItS1BoM9XXixAmx1enfXeXl5WLgP3ny5M8iT6dPny5WAPLz8/no0SMmJyfz48ePrKmp4dixY4Vx9+LFC27atEmUjZYpf+fOHc6bN48lJSVcuHAhMzMzxaqMi4sLT5w4wcjISK5YsYIAePXqVdrY2DAtLY3Tp0/n5s2bRVAnAP/tFiDtIFW7CkiSK1as4L179zhy5Ei+efNGDwPauXNn9u7dm8bGxpw6dSq3bt1KAOzQoYOICPzP4gBoy0BrAJSUlHDevHksKyujnZ2dyEtCQgK3b9/OQYMGsVu3bjQyMmowEjBZZ9BoMb2fRgJu27YtHz16RH9/f9rY2Hy2jysqKuKWLVtYVlbGRYsW8caNGxw9ejQfP37MyZMnc+/evQTANWvW0M/Pj/7+/npt4fjx4zx//jyDg4P55MkTBgQEsFOnTjx+/DhbtWpFb2/vBvu4a9eu8cmTJ8zPz6daraaNjQ3v3LnDzp07MyQkhBMmTNDbAiSXy3nkyBERsVyLAXVwcOD169fZoUMHvS1AKpWKt2/fZlxcHMvLyzlmzBiePHmSY8eOpbm5uYh7Ul/Tp09nZmYmZTIZw8LCeOzYMe7cuZNRUVE8ePBgowHQqH+5Gp2AG/WH0507d/Dll1+itrYWubm56N69O4yMjBASEoI7d+40eE1ISAgGDBiAsLAwdOnSBV9//TXS09Oxfv163L59G/PmzdP5zZ49G5cvX0ZgYCAiIyMxfPhwODo64quvvkJ6ejpiYmLQrFkzmJiYYMyYMbhy5QpOnz6NiIgIPHr0CGVlZbh06RK2bNmCjx8/YsSIETh69CjKy8t1nqtp06YgidTUVERERMDJyQkAMHbsWNy9exczZswQqLn09HSB83z79i2GDx+Ob775Rs+BtqqqCvn5+Rg8eDAOHTqEKVOmIDs7W89x8fjx4zhy5AiGDh0KS0tLdO3aFStXrsTevXuxbNkyAHVUpLNnz+LAgQPYtGkT0tPT9crWwMAAEydOhJOTEwYPHoy7d++iVatWGDduHHbs2AEjIyMoFAo8ffoU5ubmKCgowMWLF6FWq3Hz5k1s2bLls3VtaWmJoUOHAgC+//57REREYMSIERgyZIge+ePcuXNYsGABBgwYAAMDA/zlL39BRUUFBg8eDAC4cuUKlEolDA0NsW3bNgBAQUEBcnNzG0zby8sL3bp1AwAcPXoUcrkcR44cQWBgIF6+fAm5XI7w8HCEhoZi06ZN6NGjB9auXYs9e/bAw8MDly5dwsCBA3H9+nXEx8dj3LhxaNq0KZo1a4avv/4aarUae/fuhVqtxrFjxzBs2DAUFRXh5cuXAOpwpWq1Gqmpqfj73/8OAMjNzUVBQQFiYmJgYWEBoM4BUevMOGTIEEEm+XeXNi8AsGPHDh1SSlFRkSAAbdq0Cbdu3YJKpcK5c+fw1VdfoXv37rh9+zbOnDmD3bt3Y+/evbh37x4cHR1hZGSE48ePo7q6GqGhoTh//jxSU1MxevToBttaZWUlEhMTxd/a9jV27Fj07NkTbdq0wfTp09G9e3f8+c9//m/zdfPmTajVaoGFfPr0KXJycjBt2jRcv34dQUFBn6VpnTx5Eubm5ujVq5fA4/bp00f0C/9MBw8e1Pk7IyMDHTp0QJMmTUASCQkJ8PDwwI4dO5CSkoLExESMGDECZmZmmDFjht790tLSsHXrVhw4cACpqal6xydPnowuXbpg7Nix+OKLL1BaWqpTjlpZWFigV69eyM7OxoQJExATE4Pt27ejV69eiI2NxbJly9CrVy/MnTsXt27dwtixY3WABEVFRejWrRvKysrQv39/HDt2DAkJCXj37h3y8vLQtWtX/PTTTzAzM9NJt7y8HO7u7jAxMcGePXugUqmgUqmQlJSEsLAwZGdnY+/eveL8sLAwAHX9p6OjI1xdXQXq+dy5cwgMDERwcDBmz56t862YO3cuamtrcf/+fUycOBFHjx6Fi4sLpk2bhh9//BFTp05F79699cpl9OjROHDgAB4+fIiZM2fizp07KC8vx4ABAwT5rFGN+leq0QBo1B9O5ubmgmgzevRo7NixAzU1NbC1tRUd9qcqLi6Gra0tnjx5gj179kChUOCvf/0rTp06hffv32PVqlU6vz//+c+wtLREYGAgFixYgJkzZ0Kj0eDs2bNo06YNbty4gZKSEigUCgQHBwOoI9YYGhqiuroaarUaUqkUCoUC0dHR+PLLL9GzZ089zJ1EIoGFhQXkcjlMTExgZGQEkggKCsLEiRNx8OBB8WGTyWQ63HdPT084ODjoEIMAYMmSJZg/fz5UKhX69euHV69e4cmTJw2WS2hoKLZs2YLFixfDyMhI59ihQ4fQp08fmJiYICYmBps2bUJVVZXePWpraxEYGAhDQ0NYWlpCLpejSZMmOveTSCQwNTWFRqOBsbExbG1tRb3I5XId1n19lZSUCC58/fsWFxcLNKFWVVVVOui+iooK2NjY4OXLl3jz5g1Gjx6No0eP6pzj4eGB9u3bN5j2xYsXsW/fPgB1KNNffvkFZmZmiI2NxTfffIOEhAQolUqoVCqsWbMGcXFxiI+Pxw8//CAoID/++CNMTU1ha2uL7Oxs7Ny5E8XFxUhMTMTNmzdhaWkJiUSCmJgYPH78GG/evEGnTp1w/fp1jBgxAk2aNEFxcTFkMhkuXryI9u3bw8PDQzzjli1bQBIymUznubUxD/6d5eXlpZcXrZRKJZRKJc6fP4/q6mpIpVKYmppi6NChuHnzJh49egRfX1/Y2tpiw4YNiImJwZMnT3DgwAH4+/sjPT0dHz9+hJ2dHUpKSmBraws3Nzc4ODjA1dUV58+fR1RUFDZv3oxNmzbBx8cH7u7uuHDhAubPn48WLVrAwcEBsbGxghi1d+9eXLlyBcuWLdNBRn6q0tJSGBkZITw8HEZGRjAzM4NCocDu3bsxdepUVFZWingfn2rNmjVYsWIFZs6cie+//x4jR47EqlWrkJWVBQD45Zdf9K757bffoFAoYG9vDwBo1qwZWrRoAUdHR5w7d05QdaytrVFWVobq6mooFArMmjULq1evRmVlpbi2viorK7Fx40bExMToTVwAdbEyVCoVwsLC8PPPP3+WUFRbW4sbN27AxMQELVq00DvepEkTNG3aFFOmTEGbNm0wduxYnX5SqVTixIkT6NWrF8zMzGBrayvoYWlpaaitrcX58+dRWlqqc1+1Wg2FQoHq6mpYWFjAwMAApqammD59OhYvXoyBAwfqDMy1dWJoaAhzc3MoFAoxaVJcXIwWLVogKCgI9+7d0/teSCQS2NnZQaPRoEePHhg0aBCMjY0hlUpFX/epysrKYGtrq/fcjWrU/y01GgCN+sPJw8MDHz9+hEQiQVlZmfj3rl274saNGwCABw8e4OnTp+LYlStXsHfvXuzatQtA3exjZWUlfHx8EBgYqJfGs2fP4OXlBWNjY8yaNQvLly/HyZMnMWLECNjY2KB9+/Z6M06vXr2CpaUl3rx5A7lcjuTkZJibmyM0NBQJCQl4+/atnoFSVlaGsrIy9OjRA+vWrUN+fj4MDAzw22+/ITo6Gv7+/nBxcRH5a9Kkibi2pKREJ49A3UrHuHHjANQNRAoKCtC6dWuMHj1ab4APAE+ePEFZWRlu3rypM5j29/eHsbExPn78iOvXr4Mk+vbti++++06cs3PnTlRUVEAikeDKlSuwsbHBn//8Zzx//hyOjo6wtrbG5MmTkZiYiOjoaAwcOBBNmzbF8+fP8ec//xlGRkYYMmQIjIyM8B//8R8A6mba3r17p/OMHTt2xLJly5CRkYHVq1djy5YtgtVefxVg2LBh2Lp1K44cOYLZs2ejX79+2L9/PxwcHMRH+Ntvv4WBgQFkMpmYVf+cBg4cKLjq3377LW7fvo21a9di//79sLa2hpeXF1q3bo0vv/wS33//PW7evIlOnTohLy8PFhYWsLCwwIYNG/Ddd9/hhx9+wP379/HTTz/B29sbxsbGGDlyJPr16yeMy8zMTLi7uwMAWrVqBRMTE4SHh+Pnn3+GsbEx2rRpg3v37unUebdu3dCkSRMRnAioez8aqut/J+Xm5ooZ7ri4OFRXV4vVFqBuwFVcXIy2bdvCyMgIgwYNQkREBJo0aYKWLVuiWbNmsLS0xM2bN9G1a1cYGxujT58+ePLkCYqKiuDr64tmzZohNjYWo0aNgqurK44cOQJ7e3s0a9YMKSkpGDhwIFauXIlBgwZhxYoVKC8vR8uWLTF37lysW7cOq1evxrNnz0Q8D63u37//T+Nv9O/fHxqNBlFRUTAzM4Orqys8PT0xcOBAzJ8/H4MGDcLf/vY3vev279+PtWvX4saNG7C2toazszMyMzN1zklOTta7rl27djA0NES3bt0gk8mwZ88efPHFF3jw4AGWLVuG5cuX47fffsPGjRsxbtw4eHt747vvvsOjR49QUVGBa9euiRW/+urevTv69OmDWbNmNTiDvWrVKly5cgUKhQIPHz7E8OHD0b9/f51zFAoFNm7ciJEjR+LGjRtidUsrGxsbTJ06FYmJiXj69ClKSkpw4cIFGBoaQiaTYdOmTWjevDmGDBmCzZs3w8/PD3/7299AEnZ2dmjbti0yMjIwd+5cPSPG3t4excXFMDMzw08//QRDQ0PI5XL87W9/w+zZs1FaWqqDUV60aBGAOmzpy5cvUVFRgYSEBKxbtw737t1DXFycCCT5qSQSCZo1a4Z//OMfKCsrw+vXr2FnZ4dbt25h+fLlDWJAU1JS8N133yE5ORkuLi74+uuv0bRpU5w/f14Hh9uoRv3L9D+196hRjfrfldYH4KeffuL58+cFkefevXvs168f1Wq12AeqdbQk63wAsrOzaWxszJCQEFZWVrKqqophYWEsLS1l37599dLSEm+0140ePZrl5eU8f/487969y5kzZ9LIyIjZ2dkEwL59+3LDhg1s3rw5b9y4wQ8fPtDW1pZk3Z79iooKVlVV6YWr1xIpnJ2duX//fnbu3JlVVVUMCAjgkydPBPGkvrQYUH9/f27evFk4AUulUtra2rKiooIBAQGUy+WUyWRctmxZg4i8Xbt2EQCTk5PZrFkzWllZsaioiJaWlty9ezejo6OZkZHB4uJiqlQqDhs2jHl5edy0aZMoI7VaTTs7O3p5edHMzIwtWrTgokWLOH/+fD58+JCOjo6srq6mj48PMzMzuW7dOi5evFg45fXp04fl5eUCcVlZWcmamhqS/8sJ2NzcnG5uboIUMnr0aEokEjo6Our5AAQEBLCyspJ5eXkcMWKE2E+/detWvnnzhiNHjhR+AJ/6Vmil9QGwtbUVfhlt27alkZERX79+TU9PT1pbW3P9+vVctGgRU1NTOWDAAL5584ZDhw7l9evXuWLFCq5YsYI3btzg0KFDqVQqmZWVxbCwMF68eJHx8fFcsmQJi4uLWVhYSI1Gw5KSEj5+/JgJCQlcvXo1CwoKWFRUJPa5f9quP9XNmzd59erVBo/9u6mmpkbs0y8tLdWjF8nlclZXV3PBggWiDouKisTxo0eP8tmzZywpKaFGo2H//v2pUql44cIFbty4kQsXLmR+fj6LiorYp08fFhYWctSoUTx27BhPnz7NIUOGsLS0lBYWFhw0aBAvX76s4wPg6enJnJwcGhkZsU2bNgTAxYsXMzAw8J/6AISFhbGqqoq1tbWiL7p+/TqTk5MZGRnJzMxM+vv7s6ioSMcHoFWrViwuLqajoyNfvnxJMzMztmzZUuwzv3HjBp2cnBr0AZgzZ47wY1Gr1bx16xaXLVvGNWvWMCsri1KplP7+/nz16hXbtGmjgwHFf/kYfOo/tX79er57945DhgxhQUEBy8rKOGPGDB46dIhHjhzhtGnTmJmZya5du4r72NnZ6SF1NRoNHz58yJUrV1Imk1GhUAgMqIODA0tKStiqVStGRERw8uTJBMD27dsLCpa27nfv3s3k5GQOHz6cb9++ZWVlJc3NzRkdHc358+ezZcuWDfZxMplMtAWyjlj27Nkzzpgxg/v376e9vT0B8PHjxzQzM2Pr1q2Zm5vLJUuWsLq6muXl5Rw5ciRzcnLo4uLCN2/e6Dmpk3XOxoGBgSwvL2d1dTUXLVpECwsLZmZm0tTUlIGBgeLcXbt2MTs7m1KplCqVim5ubnz79i0XLVrE9evX8+LFi+zXr1+jD0Cj/uVqNAAa9YeR1gA4e/YsZ86cye3bt/PChQvUaDRs3rw55XI5e/XqpXedh4cHmzVrxnfv3tHExIT29vY8ffo0FQoFNRoNq6ur9a4JDw/nq1ev6OnpyeLiYvr5+bG2tpb79u3j5cuXqVAo6OrqSltbWwKgkZERlyxZwsjISNra2tLOzo5lZWX09fVldnY2ly5dyq1btzI9PV0nHS3+bdWqVQwPD6eRkRGrqqpYVlbGgIAApqamClzi+PHjWVFRIQwAIyMjMUh+9OgRe/bsybKyMnbo0IEKhYI3btzg0aNHqVAo2L9/f72B465duyiRSGhtbU0DAwNhAAwbNoxHjx5lQkKCoFQolUrK5XKByKsvW1tbOjk5MSMjQwzYr169yv79+9PY2JgymYydO3emSqXivn37dIgd1dXVrK2t1TOMSH0K0MaNGzl16lQaGxuzuLiYzs7OzMvLEzEhrl69SrlcTm9vb6pUKkFYqq2tZU1NDTUajV4ZNERz0RoA+C8HPwMDAz5//pyOjo60t7ent7c3r127RnNzc549e5YjRoygRCKhTCajl5cXHz16xJiYGCqVSo4dO5b5+fls3bo1y8vLOWDAAKpUKq5fv54pKSns06ePIBa9e/eOs2bNEjjB+nhPhULBp0+f6rQFrcNleXk5J06cSLVa/YciANXW1uqVf1lZGYODg8Wxmpoa1tbW0tPTkyT55s0bLlq0SDiQDxw4UDjaDho0iCqVirt27eKFCxc4bNgwVlRU0MnJiWq1mvfu3ePy5cu5aNEipqens3PnziwrK6O7u7vAY+7fv58jRoxgdnY2W7ZsSWdnZ4EHNjMzo7Gx8T81ALTPS5JSqZSTJ08Wz6pQKNitWzeWlZWxc+fOfPnyJSMiIoSBl5+fTzs7O9rb29PX15cXLlwQiEorKysaGBjoGACnTp3i1atXRdvWlpGWR69UKjlx4kQWFxfT2tqa7du359OnT2lqakpTU1NeunSJvr6+gsBTX9r2p1Ao6OnpydraWt69e5exsbFcsmQJHzx4IAb/LVq04MOHD2lgYMCDBw/qlYlGo+HVq1e5d+9e1tbW0t/fnxUVFXR2dmZBQQElEgnNzMxoamrKBw8esEWLFnrtWOvU//btW7Zt25bl5eWUSCQ0NTXlzp07RfnV18OHD7lz507W1NRw2LBhAgNaWFhIExMTxsbGcs6cOcK5Gv/lBKzRaFhTU8PNmzfzyZMn9Pb2prOzMwsLCzlw4EAxQfFpW5bL5UxPT+eWLVsYERFBiURCGxsblpSUsG3btjplq9Fo2L17d9bU1PDjx48cMWIEk5KSuHfvXk6bNo3nzp1rNAAa9S9XowHQqD+MtAZAr169eO3aNW7atIlz585lZmYmfXx8KJVKBRJRy2Mm6wwAJycnuru78+7du1ywYAFJcsaMGczJyaGXl5deWvPmzWNWVha9vLzo4ODADx8+cPr06aLzHzt2rGBza3/m5uY8fvw4q6qq2L17d5aVlbGiooKjRo2iQqFgTU2N3octLy9PxAA4ffo0u3btysrKSjo6OlKj0VAmk+l9cLQGQP/+/bl///4GMaB5eXmMjIykUqnk3LlzPxsHICEhgT179qSjo6NOILDjx4/z1KlTnDx5MvPy8qhSqejn5ycG0DU1NWKAqjWCtIOV1atXc/bs2TQyMmJBQQEdHR0Fk//gwYM8f/48x48fz/fv37N9+/YsKysThKH699UaAEZGRrS2tqaVlRVNTU35/Plz2tvb09HRkV27duXt27e5YsUKzp07l82aNWNBQQHbt2/P6upqPnv2jJs2beKqVav48uVL9uzZU9RBdnY2V65cqVcu9Q2ANWvWcNy4ccIQKCwsJACOHj2au3fvppmZGR8+fEhfX19aWloyNzeXzZo1o7W1NU+ePCkoQPb29qytreWjR4/E4ExrZNbW1lImk3H48OFi8E/WcdhlMhk7dOjQoPHyR1diYiKTk5NJUs8Iv3z5Ms+dOyeMTplMxqqqKhHYjSTnzp3LrKwsajQa+vj4sKCggGFhYaypqWFMTAyfPn3KTp06sbi4WBjTK1asYHh4uKAASaVSOjo6sm/fvjx16hQtLCxoa2tLIyMjQfzRtmsLCwuBqfxnFKDq6moqlUoGBARQrVYLgs3UqVNFwML3798zMDCQZ8+epaWlJS9fvsx+/frRyMiIhYWFtLe354QJE7hmzRoxu64dUH4quVwu4my8e/eOwcHBPHPmDI8ePSpiD1hbW9PR0ZHdu3fnhQsXaGFhIdq41rDVStt3BgUFsaCgQBCNQkNDeeLECRHsUCqV0sLCghKJhPb29pwxY4be5ABJ5ufnc/bs2aypqWFUVJTor7WrM1evXmVMTAxnzpwpnql+HICamhpu2LCBqampIhhc586dmZaWxpCQEC5btoy2trb88OGDXtpKpZLz5s0TFB4TExP6+/szNTWVVlZWtLa2Fkad1gDIzs5mdHS0mPTo3bs3i4qK6OzsTCMjI0ZFRemlo1Ao2K9fPxGPYfr06SI2i0QiaXBiql27dpTL5WzRogVfvXolVoPu3LnDr776qtEAaNS/XI0GQKP+MNIaAEeOHBGc65MnT3LKlCnMzMzkoEGDxED3+vXrvHv3Lsk6A+D58+f09fWllZUVly9fzqqqKhYXF3Ps2LENzuiUlJSwQ4cOrKqqop2dHT98+MAXL16ICJuFhYV0dnamRCJh586dCYCLFi1iTEyMmAW2tbWlWq1mSkoKd+zYwRMnTgiknlbarSrbtm0TrPGqqioOHjyYDx48YM+ePXns2DFxfn5+PmtqamhiYkIvLy86OzuzWbNmOgaAk5MTCwsLmZaWxosXL1IqlTb4Yd61axfbtGlDS0tLpqen087OTs8AKCoq4qhRo6hUKvnkyRPOnz+fZB2W7+XLlyT/lwGg/bm5ufH06dPs2LEj/fz8RPlpDYCNGzeypqaGQUFBVKlUOgF8Dh06JHCGWgOgS5cu3LJlCxctWsTIyEiam5uze/fuIphTUlIS3dzcuG3bNtbU1HDUqFF88eIFg4KCWFxczKqqKspkMhYVFX0WNVlf9Q0A7c/Hx4dGRkY0NDRkp06dCIDh4eFcsmQJraysmJaWxl69erFly5bMzc3lwYMHefDgQc6aNYvp6ekcOHAgnz59ytDQUB4/fpw7d+6kXC5naGioGMR++PCBz54945kzZ1haWirq7N27dywtLWVsbKzIC1mHNdXONisUis8y4v8ICgoK0qkb7YB/yZIlLCsr49ChQ0nWGYilpaWC/T99+nSd8ktNTeWGDRtYWlrKkJAQZmRkcNCgQUxLS2N4eDj37dtHZ2dnnj59moGBgTQzM+OTJ0/YoUMHTpgwgTNnzuTRo0fZpk0bZmRk0NjYmN7e3gTAqKgoDh8+/L81AMaMGUOVSsWCggLm5ORw//79LC8vF7Pp9Qd9Y8eO5YYNG2hnZ8eCggLa2dnR1taWd+7cYdu2bUX7u3z5Mh0dHRs0AKKiovj48WOqVCqOGzeOCoWCR44cYXx8POfMmcO0tDQRwdrb25ujRo3i3Llzxb2fPn2qEwfg0qVLTEtLE3lRKBQcM2YMi4uLdQyAkpISWlhY0MXFhUlJSQTAffv26TybRqPhx48f+fTpU545c4YlJSWcPHmy6K8fPHjAdu3a0cXFhU5OTuzQoQNNTEyEAfDmzRvGx8ezvLyc4eHhTEtL48CBA5mRkcGOHTvS0dGRzZs35759+xrs4y5evMj09HQWFhZSrVbT1taWaWlpnD17Nvft28cjR46wZ8+eOgYASd67d4/Xrl3j8uXL+eDBA9ra2rKyspI+Pj4NRk3WaDS8f/8+V65cyatXr9LR0ZEdO3bk06dP/3/s/XdYVde+74+/WbCQKjWAoiIa3WJ0i1ujBqIRhaiRqBErKmDBLfauUbFvrGBU1Nhi2bYABktQYwERUbBhQREQpYMU6auwFrx/f3jWOCwh55z7u999793Pw/t55qOLtWYbc8wxx3vM8Xl9aGZmptXGaerC9OnTmZaWxnHjxvHu3bvcsGEDd+/ezatXr3LUqFHNBqBZ/3I1BwE3699OMTEx6NatG+rr65Geno7hw4fjyJEjmD9/Po4fPw7gY3BkwwCv7t27Y9myZfj888/RqlUrvHnzBlFRUQgNDRUBpQ118+ZN5ObmIjY2Fl5eXhg5ciQ6d+4MV1dXhIeHIzQ0FJWVlSJQEwBSU1Nhbm6OdevWYejQoZg0aRJqa2vx/PlzjBkzBv3799eingCAqakpKisr8fjxYyxbtgzW1tYAgPnz5yM8PBwHDx7E2LFjkZWVhZqaGhw+fFgEwPn7+6N///5wc3PT2mZVVRV+/fVXtG/fHt27d8f169fxxx9/NBm4OH78eLRv3x7Ozs5QqVSNvr9w4QJ8fHygo6OD8+fPY8uWLQCAMWPG4PPPP9f6rbW1NYYNG4YhQ4Zg//79cHJywsaNGxvhOi9duoSKigosWLAAJPHTTz/h9evXAABvb28RCKtRQkIC5syZgw0bNsDMzAy2trZYuXIlfvrpJ+Tl5eHZs2dYuXIlQkJCkJ+fj4ULF+Lo0aMIDg7GwoUL8ebNG4SFhWH//v2Ijo5GfX09amtrxT7/TB07dkTv3r0BAHPnzoWxsbFAJjo4OCAhIQEqlQrt27fHnj17sGbNGgwYMAAuLi4oKipCUVERXF1dcebMGSxYsADHjx+Hh4cHDAwMUFFRgRcvXmDmzJn4+eefoVKpEBoaCgMDA3h6eiI6OloQl0JDQ2Fubo7Vq1cjPT0d2dnZAD4GYWuIRmVlZQLVmJaWJihZ/6+qqqoKeXl54vPJkyeho6ODJ0+eAAAyMzORkZGBtWvX4t27d/j111/FenFxcXj27Bnev38Pf39/HDx4ECqVCnv37sXbt2+hq6uLw4cPY/PmzRgyZAjOnDkDPz8/+Pr6Ijs7GzNmzMDJkycxdepUTJs2De7u7pgxYwbu37+P2NhYnD17FkVFRejatStMTExEIPg//vGPRsStpvTPf/4TAHD06FFYW1tj4MCBePToES5fvozvv/8eEokEY8eORXJyMgoKCmBmZoZRo0bh+vXr8PHxgVwux6VLl+Dt7Y3evXujY8eOGDx4MIqKirT2U1xcjA8fPmDz5s2IjIxEQkICDh06hKioKOTn56OiogJ9+/bFr7/+CplMJihEiYmJiI6OFtvp1q2bVtswePBgODs749WrV/jll1/w9OlTHDhwAPv370d5eTlKS0vxxRdf4MGDByCJb7/9VpTjp1KpVDhz5gzatGmDXr16ITo6Gt9//71or8PDw+Hr6wt3d3d8/fXX8Pf3h7m5uVjfwcEBvr6+ePz4Mfr164dz587h119/Rf/+/bF+/XosXboU3377rcC+fqru3bvDwcEBv/76K1QqFZRKJc6dO4c2bdrgjz/+wG+//YaYmBgAwIwZMwB8pK199tln+PzzzzF37lzMmDED48ePR2JiIjp16oTAwMBG+6mrq8Nvv/2G0aNHY+DAgfDx8YG/vz+OHz8uyl6jR48eobS0FHPmzMGBAwfg7++P69evo3379jAwMEBSUhK+/fbb/7aeNatZ/7tqNgDN+reTjY0NysrKoKOjAxMTE+Tm5qJjx45ISUlBly5dmlwnKCgI/v7+cHNzQ3p6OiQSCTw9PWFqatpkR7Bt27bYuHEjxo8fL2gxxcXFMDIygpOTE5YsWYLPPvsMCoUCEyZMAAAUFRXBwMAA79+/R21tLbp06QKJRIJOnTqhpqYG58+fR3FxsdZ+9PT00LZtWxQXF8PU1BRGRkYAgJSUFLRr1w43btzAy5cvUVpaCrVajXXr1kEikaCwsBB79+6FgYFBI0qJtbU1fH19cfbsWVRWVqJdu3bIzs7Wwl9qtGnTJgwbNgxmZmaNvouIiMCYMWMEuahLly6oqKjA48ePmyxjIyMjtGnTBsXFxSgpKYGjoyNGjhzZaL9Lly7F8+fPkZiYCB0dHbRv317w4AHgzp07kMvljbY/duxYhIWFYdKkSRg7dix69uyJTZs2wczMDCQFBSQtLQ1OTk4wMTHBV199BYlEgh49emD+/Pn48OEDgI9owoYd0KZkbW2NNm3aAADS09NRV1eHtWvXwtfXFxYWFiL/w9ChQ/Hll19i9OjR2LVrF1q2bAkDAwMYGBigqKgI7du3F4Sf/Px8tGrVCsOGDcOjR48QHx+PrVu3IiIiAitWrMD79++Rnp4OFxcXJCYmora2Fps2bcKFCxdQWloKqVQq6vjatWuho6OD8PBw2NnZCVJLYWFhk9f6/yUpFApB8Lp165YwLBkZGQA+km2Aj6SrjIwM1NfX4+zZs5BKpWjVqhW+/vpr5OXl4e7du9iyZQsiIiKwcuVKlJWVQSKRwMTE5L9EdbZr1w7p6en4y1/+gtraWrx79w42NjZo1aoV2rVrhxYtWmDHjh1QqVR48+aNWG/mzJmwt7f/0+3evHkTSqUSOjo66NKlC1QqFS5fvoyOHTvC2toa7du3h0QiQYcOHZCXl4cffvgBMpkMvXr1wsqVK2Fvbw9dXV3Y29sjNzcXbdq0EYMCn6qqqgo1NTWIjo7G8uXL8ebNG9TX16OwsBCGhoaQSqUoLi5Gu3btoKenh44dOyIjI0OrXq9atUq0OZ8qJycHR44cQXJyMnR1dWFtbQ2lUgmFQoHPPvsMGRkZIInOnTuLe/9TtWjRAjNmzMCZM2dQUVGBNm3aICcnR7TXmrapuLgYRUVFmDt3biOjA3wk+hQXF8PBwQG6urpYunQpFi5ciNTUVFRVVeG7775rknxVWVmJs2fPwsfHB5GRkdixYwccHByQlZWF4uJirfbYyckJwEd8aFRUFC5evCjqZefOnZGamooBAwZgypQpjfajo6ODNm3a4P3793j79i0cHR2xc+dOWFlZQU9PT+u5NGjQILRu3RqTJ09GUFAQpk+fDl9fXzx//hxVVVUYPHiwyFPSrGb9K9VsAJr1byc7OzvRKTUxMUFhYSE6d+6MN2/eoH379gCAZ8+eaXXsMzMz8euvv4rRUwsLC+zfvx9z586Ft7d3o32cOHECd+/excWLFwWSzcDAAHFxcTA3N0fLli0RERGBuLg4sUyaNElw20+fPo3Vq1dDIpGguroaz58/x8iRI2FgYKC1n7KyMmRnZ2PIkCEIDg5GYGAg1q1bhxkzZqB9+/YoKyuDubk5/va3vzXqpFdXVwtk5rp167B9+3asWrUKv/zyC3bs2IGhQ4eiqKgIWVlZmDZt2p92iLKysrRG/+/cuYPc3FwolUoUFBQgNTUVAPD5559DKpWKDsk///lPwRgHgOzsbBw+fBj5+fn48OEDOnToAKlUioiICPz000/49ttvBbq0qqoK/v7+WLlyJfr166f1FsPOzk4rKVS3bt2wZs0a5OTkCMSeSqXChg0bMHLkSOzYsQMAxHGlpqbCwcEBu3fvho+PDxITE2FgYIDw8HB8//33WLVqFQwMDNC9e3dcu3atyTIBPiac0yQ2evfuHdRqNdLS0uDo6Ijx48cLpn9WVhY6deoEpVKJbdu2YcaMGXj//j3ev3+Pb775Bnv37sW0adOwfft2+Pn54eXLl5DL5XB3d0deXh5IonXr1jh8+DC++uormJqawtDQEG3atMGqVasAAO3bt4e+vj7Mzc1x7do1FBUVYePGjaivr0fHjh21jnvAgAGNELX/r+mzzz4TSbVat24NiUQCiUSC7777TqB6LSwsoK+vDy8vL+jq6qJTp06QSqVISUnB48ePYWNjg2nTpmHt2rX4/PPPUVdXh8rKSowcORJDhw5FcHAwjh07htWrV2PLli24dOkS7Ozs0LFjR9y5cwcPHjxA165dUVtbi5YtW8LFxQV/+ctfRA6B1NRU1NXVaSWKy8nJgUKh+NPz0pyLZnBCgw6OjIzEX/7yF+zduxdqtRrbtm3D0KFD8dNPP0FXVxcVFRU4cuQINm7ciHPnziEwMBA5OTm4cOGCSG548eJFrQRZHTp0QNu2bdG6dWusXbsW3t7e2L59OwYPHozc3FyUl5fDxcVFmODOnTsjMzMT1tbWwixr6nVDPX78GOnp6RgyZAi+/PJLpKamQiKR4LPPPkNtbS2USiVsbGyQlZWF2tpa/PTTT1iyZIl4+/qp9PT0RA6Czz77DAUFBVrtdU5ODgoKClBcXIzQ0FDY2NiIdQsLC3Hjxg1YWFjAx8cHBw4cEDlWfvzxRxQXF2PgwIHYvn17o1wFWVlZKCoqwtChQyGVSvH5558jOTkZBw4cwIwZMzBgwACcOHFCtN99+vTBr7/+CqVSCblcjrFjx+Lq1av4xz/+gbVr1+Lx48dYu3ZtI0wx8NEAODg4IDs7G/fv30dkZCRCQkIQHByM3377Tbw1SE5O/tOcLM1q1v9x/d+cf9SsZv2vSBMDMHr0aEZFRTE0NJTr1q3j/fv3OWbMGKamptLf358kteZKd+rUiTo6OiLobtWqVTx79ixv3rzJrKwsjh49utG+NDEALi4uNDc358OHD7lt2zZWVVVxw4YNjYgTmn1u3bqVZmZm/PDhgwisUyqVDA8PZ3R0dKN1srOzaWVlxdDQUE6cOJE9e/ZkSkoKx4wZQ5VKxRs3bmjFAJD/GQTs5ubG4OBgbtmyhcOGDWOfPn2YlpZGFxcXenh4kKSYKz1v3rwmKUD79+9nv379+PTpU+rr63PKlCmMiIjgxo0bBQY0Pz+fo0aNYlVVlYgBICkwdp/GAKxatYrjx48X56KZ67t8+XIePXqU4eHhnDNnDqurq5mbm8vKysomcaeaGAATExN26tSJAHjy5El27dqVL1++pFQq5bRp03j8+HHu2bOHCxYs4Lt379i2bVuqVComJSVx06ZNjWIAcnNzxXVpat58UzEAsbGxtLS0FMHey5cv5/r16xkaGsp+/fqxX79+fP36NZ2cnPjixQu2atWqyRiAFStWCAzotm3b+OjRI9bV1bGuro6JiYkMCQnh1atX+fz5cy5atIgpKSkkKWIAyI+kHKVSqRUDQJIJCQmMi4vTOpeamhouWbKk0Tn+31B9fT3Hjh0rPsfExPDhw4fis5eXF9VqNYuLi5mQkCDmRWtiAGpqarh06VLKZDLu3r1blE1OTg7Hjx/P2tpaXrlyhRcvXmRoaCjv3bvHsWPHiniQW7ducceOHQwKCmJsbCzbtWtHuVwuKDubNm3izp07aWFhwXv37tHExITW1taMjo5uVB+aigE4ePCgaBc0929MTEyjGAClUsmXL19y9uzZDA0NpYODgwiM19PTo4uLCwFw3LhxXL16tdinpi36VJoYgLq6Oubn5/P169dctWoVg4KCRJC9ubk5XVxc2Lt3b164cIFt27bVOp+GQcBVVVWUyWRctmwZa2pqmJuby/Lyci5atIinTp2inZ2diHPSkJF69OhBPz8/VlVVaR2bXC7nwoULKZfLeeDAAb548YJubm50dXVlamoqfX19eebMGS0kacMYAE1siyY2qKCg4H8cAyCXy3no0CE+ffqUS5cuZU1NjYgB6NatG1u1asWEhIRG5alUKhkWFsbbt2+ztLSUvr6+1NfX5/Pnz5uMAdDUaw3ooLq6mr6+vnR2dqZUKqWrq6ugAFVXVwv8reZcNHUhIiKChw8f5ooVK3ju3LnmGIBm/cvVbACa9W8jjQH4/fffuXDhQh48eJDXrl0TjW/37t2bRHp26tSJxcXF1NXVpZWVFVevXk2lUkl/f3+WlJQ0+TBfsWIFpVIpCwoKqKurKzCa58+f55UrV5oMJr1+/TrDw8M5cuRI2tjYsKSkhP3792dmZibXrFnTZJBaXV0dL1++TBMTExoaGvL58+eCXKJhm/8ZBUhfX1/QcRISEti1a1e2bduWeXl59PDw4L179xgeHi5oKZ8iF48cOUJzc3NKpVLa2trS1NSU796944wZM3jmzBlGRETQz8+P5eXlrKmp+VMSjcYAuLi48NKlS4Jq4uLiQltbW0HoaEgBksvlgirk5uYmttuwY/cpBhT/webXEFqsra2ZlpZGCwsLYQDevn0rcJxFRUWcPHkyo6KiGB0dTX9/f1ZUVLBHjx6sqKjg9OnTm6xnGgMwffp0wYW3tramrq4u379/TwA0MDBgcHAwV61aRalUypycHDo4ONDJyYnPnz/nsmXLuGnTJj548IBubm4sKSlhv379KJfLhQGQy+WiXvXu3ZtqtZoxMTEMDQ2lSqUSBBxnZ2dR9hcvXuTt27dJkgMHDhTlp6kXDetYjx49BJ7w/xU1vNcakro032mIUJpzaUgBqqur48uXL7lhwwYqlUrOnz+fhYWF7NWrF6urqwUF6NChQ7x+/TrVajXbtWtHmUxGZ2dnPn36lMbGxjx//jx9fX2pq6tLmUzG9u3b88GDBzQyMuLJkyc5btw4WltbUyKRCMIN/oMI5efn96cGQKFQiHZBg/HVoDR37drF1NRUymQyduvWjfX19Xz+/DlXrVrFDRs20MLCgm/evKGFhQWtra358uVLGhgYNLoHGhqAy5cv8/bt26KMunfvzoqKCvr4+DAyMpKnT58WOUWkUinz8vIolUoF8lKzaEhdn0omk4k66+7uzsTERG7evJlLly7lvXv3OHDgQBoYGDA7O1sY48jISK1t1NfX8/Xr16LNValUdHNzY0FBAe3t7amnp8eAgACGhobyzJkzHDJkiBYFqGHZ+vv7s7S0n+Q2iwABAABJREFUlNbW1qysrOTAgQN5/vx5hoSEcN68eU1SgDT7lMlk7NOnD4uLi+nu7s67d+9y5cqVjdpkTbugqX8LFy5kRkYGzczMBAVozZo1jfZTWlrK4cOHMy4ujgcOHODSpUv56NEjtmvXjkVFRVoYUI08PDxYWlrKPn368Pnz51y5ciVDQkJ4584dfvPNN80GoFn/cjUbgGb920hjAL755hvGxsZy7969XLp0KVNSUujs7MwPHz6Ike9Lly6JEfdOnTqxbdu2zM3N5bBhw3jhwgWePXuW06ZNE3i3TzVr1iy+fv2aXbt2paWlJTMyMgSjXaVScdKkSY1Gu1QqFVesWMHk5GR26dKF9vb2AmOnGQn8NOFRdnY2DQwMuGfPHvr7+9PCwoLFxcWCZ5+UlMTt27eTJH19fbXyAIwYMYKnT5+moaEh9fX1+f79e1pZWbG4uJijR4+mUqkUnSyFQiE6gyNHjiT5n4nANJ0AqVRKNzc3PnjwgMbGxjxz5gzVajX79+9PuVzOvn37UqlUMjY2lufPnxfn0PANgIbNbWBgwJSUFHbp0qVJAzBlyhSWl5eLTpPG5DRkwzfs/MyZM4ebNm0iAKalpdHS0pLm5uYcMGAA4+PjaWRkxBs3bnDMmDEsKSlhx44dqVAoBFZz8+bNTEpKYn19veDq19fXMzo6mhcvXtS6JhoDoEF/AhB5AHR1ddmzZ0/GxcXRyMiIFy5coLu7O62srFhWVkYzMzOOHTuW4eHhDA8Pp5+fH3Nycti5c2cWFBRw4sSJrK2t5c6dO/nw4UPK5XKRNEozAl5bW8tVq1YxLS2NPXr0oFqtZn19PWtra8W/mrcGmlwWDeug5vOnde3/psaOHSvMueYcyP9kovfr10+rnmoSQc2aNYsfPnygWq1mz549Rf0LCwvTyu0gk8k4fPhwKpVKnjp1ijdv3uS4ceNE5ysrK4vTp08X98urV6/YqVMnWllZUSKRcNKkSQwLC6OxsbHAQpaWllIikdDU1FSrPpiamv4pBWjy5MmsrKykQqEQeQCuXbvGy5cvc+LEiSwtLWXHjh1ZVFTE8ePH88KFCzx+/DinTp3KjIwMUa8lEgmlUikNDAx4+fJlDhgwoJEBaJgroV+/flQqlVQoFCIPwK5du2hoaMjCwkKamZkJKs3MmTO5ZcsWgfDUDIxopEmU5+3tLd5cqNVqPnr0iMbGxgJvm52dTWNjY1paWnLIkCEMDw/XogDV19cL86q5LgkJCcIQd+zYke/evaOJiQl1dHRoYmJCPT09rbermrwjISEhTExMpJubGysqKlhVVUU9PT2amprSyMiI+vr6Tb6VPXbsGGNjYzlx4kRWVlbSyMiI/fv3F+cSFRXVaB21Ws2oqChGRkZSoVDQ3d1d4FlHjBjRJDVOoVCwoKCAAQEBrK2tFXkA8vPzaW9v36QB0GBA27Vrp5UULjExkd27d282AM36l6vZADTr30YaAxAREcHly5fz4MGDvHTpEqdOnco3b96IEZVP1TATcKdOnbhq1SoeP36ct2/fplqtbjITcFBQEA0NDZmWlsaePXuyb9++JMlr164xMjKyydH8O3fu0MrKiteuXaOjoyOzs7NZUVEhRnlDQkLE6LZG2dnZnDRpEg8cOEALCwvevXuXw4YN47t37zhhwgTGxMQ0Sq6jMQCaJTg4mJ6eniwuLqaZmRmHDx/Ohw8fMiQkhGFhYbxx4wYnT57c5BQgBwcHGhkZiWkQxcXFHD58OE+dOkUrKyuRCfj9+/esqqriokWLGp33p1OANJmANeWnyaOgMQAHDx5kbW2t4LP/WSZgNzc39urVS2sxMzOjk5MTpVIpMzIyOHnyZJ47d67RFCCZTMYePXowLS2NO3bsoFwu59KlS/n69WuqVCoxZeRTE6c5hk/fPHTp0oW6urrs0aMHAXDMmDE8cuSImBakyfCakpLCDh06cO7cuVqZgDMzMzlixAgmJCRwz5493LlzJx88eMA+ffpQJpNx6NChIhNwaGioQIRqOs1lZWUMDAykTCbjxo0bBddck/dCqVSyqqqKx44d00LN1tXV/WnG4/9bKi0t5bp160iSoaGhIiu0SqUSGVPv3r3L27dvs7y8nGq1mkVFRaypqeG0adNEVu2lS5cyKSmJQ4YMYVFREYuKirhs2TKR5fvt27ccNWoUMzMzOX78eMbGxnL79u3cvHkz4+PjOXr0aFFf7t27x3bt2nH79u0cOXIknZycRLbpu3fvEgDt7Oxobm7O+/fvN2muNOac/M/RXc11ISlyQhQUFIi60K5dOwYFBXHJkiU0MDCgRCJheno6AXDixIk8cOCAVv13d3dvtF9NJuC8vDyOHz9eTAHSlENycrJ4w9C5c2eRuO/cuXN0dnZuNAXo6tWrfPjwocjQ7OHhwVevXjXKBCyVSimVSkUCQPwJBrSpTMA9evRgRkYGe/bsycePHxMADxw4wIEDBxKAaB/evXvHgwcPsqqqivPnz+fLly/p7u7O169f08XFhRcvXuShQ4c4bty4RgZAoVDw0KFDvHTpEmtra8Xof1JSEocPH86TJ08yPj6+UXk2zAS8du1avnjxgqamphw2bBjv3r3bKBNwfX09hwwZwtLSUjFVdOnSpezUqZPIFt9sAJr1/6KaDUCz/m2kMQB+fn4MCwtjaGgot2zZwmvXrnH27Nm8d+8eAwMDSX6cw6+Z362ZP96qVSseOXKEq1atYkFBAdeuXcuYmJgmH+bZ2dns0qULvb29GRsby759+7Kqqorv379nWFgYr1692ug1dVlZGSdPnsyhQ4fS2NiYvr6+vHPnDnfu3MmXL1/y0KFDjTqcmtfns2fPZlBQEC0tLVlVVUVra2u+f/+ePj4+LC0tZXl5OTMyMsSr6U87qB4eHoyJieHMmTN569Yt0bEuKSnhsWPHRCdQrVYzNTWV5EcDsHnzZjo7O3P8+PE0NjZmTEwMPTw8tGIAVq5cyWnTpvHx48eC0U9+ZHQrlUphACwsLMRI5fbt27l06VLq6+s3egPg4uLCwsJCLlu2jI8fP2Ztba3Y7pUrV5iTk9Pk9X///j2HDBnCiIgIkcTn5s2bdHNzY0BAgFZduH//PhcuXMh3797x0aNHPHHiBGtqarhixQoxTaOgoKDRlAVS2wD06NGDbdu2ZVhYGC0sLBgbG0szMzMOGjSI/v7+3Lp1K62srDh+/HjevXtXxAB06tSJx44dY2BgIGNjYzlz5kzeuXOHK1euZG5uLqOjoxkREcHFixczISGBNTU1HDBgACsrK7l//36mpaUxLS2NKpWKz549o1KpZGZmJh88eMAXL16IulBfX8+XL18yPz+/0ZuMZ8+eUSaTcdu2bVp/T0tLE2WgUCiYmZkpvktPT/8fZRNWqVRadUGj58+fa30uLi5mZWWl1jE1pZcvX1KtVvPVq1esqakR3PR9+/axsrKS8+bNo0ql4tWrVxkWFsbo6GhmZGSwX79+rKmpYUBAAFNTU0UegLNnz4p71NramkVFRfT29mZYWBgDAwO5evVqxsbG0s/Pj0ZGRly1ahXXr1/P3r17s1WrVrxw4QJNTEw4YcIEURfmzZtHT0/PP50CFB4eLpj3mrc4ubm5DA4OZllZmVZSuMrKSg4bNow3b95kz549RV3Q19fnxIkTaW5uzoEDB4rMz3+mvLw8kfBu9uzZJKkVA5CUlMTAwEBKpVLOnj2bp0+f5qhRozhr1qw/jQHQaMeOHYyLi2NtbS0XLFjAixcvMjg4mJMnT+bLly9F+6iZIufi4qJlAJ4/f065XM6goCCteu3m5saYmBhOnjyZjo6O3LNnT6P2TKFQaMUbbdy4USvXyYQJE2hlZcUtW7Zw1qxZdHNza2R0MzIyGBMTI8zg4sWLGRcXRxMTE3p4eNDX17fJGCCZTMaTJ0/ywYMHzMzM5KJFi2hgYMDo6GhaWlo2me1YM43v3bt33L17N8eNG8fjx4+Lt4aa5JPkx3anpqaGq1ev5v3790Xm361bt3LPnj2MiIigj49PswFo1r9czRSgZv3bqUOHDigsLIREIoGVlRVevXqFPn36ID4+Hv379wcAlJSUoKysTKyjq6uLqVOnCtbzsWPH8MMPPyAvLw9nz55ttI+goCAMGzYM3377LQYOHAjgI3UnIiIC/fv3h1KpbMTVv337NmprazFmzBgYGhri66+/xoMHD9CnTx9YWFhApVKhpqam0b6cnZ2RlZUlmOCfqrS0FGVlZXj58iXq6urE8Xbo0AHjx48HAOzcuRPz589H7969cfv2bQBARUUFwsLC8P333+PJkydQq9Wor68XrHUAWLNmDZ4+fQpXV1fx3d/+9jfx/alTp7Bu3Tp4eHjg5s2bSE5OFt+lp6dr0YPMzMzQo0cPDBs2DGfOnIGZmRn+8Y9/aJFLgI/4yvT0dGzatAn379+HWq0WpKFhw4Y1iRPUHMsff/wh1lGpVHj+/DkmTpyI7Oxs5Obmirpw9+5d9OjRA5cuXYKxsTH+8pe/QKFQ4JtvvgFJXLlyBXZ2dujTp48gQ924caPRNXVycoK9vT3GjRuHsrIyREdHw8TEBM7Oznj37h0sLCxgaWkJFxcX3L59G6WlpUhISMCCBQtQU1MDBwcHPHr0CK6urkhNTcX06dPx008/oU2bNsjLy8OGDRswYsQI6OnpYdSoUTh37hz69++Pmpoa/P7776irq8Pdu3ehUqmQlpaGL7/8Et26dRN1gSQSEhLQqlUrjBgxQuvY4+LiYGhoiOXLlwMA3rx5g5KSEjx58kRgQlUqFd6+fSvWSU5ORl1dHerq6vDHH380eR3Onz8PtVqtVRcePHgAuVyOuLg4rd++f/9eELsA4O7du+L/mjoPAPfu3UN9fT0SExOhUCiQk5OD169fw9vbG6amphg4cCDq6uogk8nQv39/ODo64sOHDxg3bhzOnz+PnTt3Ytq0aQJ56ebmhp9++qlJYo+G5DR69GgcOHAABgYGkEgkuHr1KqZPnw5bW1uMGjUKMpkMrq6usLe3x5QpU7B37178/vvvTZZJVlYWvv76a9jY2OD+/fvQ0dFB//79YWJiAiMjI5SWlja5HgB88cUXyMvLQ/fu3SGVSvH111+jZcuW6NGjx5+uo1FOTg7kcjkSEhKwe/duXLlyRev7M2fO4Mcff4SJiQmcnJywfPlymJqa4ueffxa/WbduXaNcHQDQp08fJCYmCorNuXPn4ODggNraWty/fx8lJSXo378/zMzMsHr1avz1r3/VWj8uLg66urr46quvUFVVBZKC8R8TEwMPDw/MmjULz549a7RvXV1drFu3Dvfu3Wv0nY6ODlxdXWFmZgZLS0tkZGTA2dkZ+vr6Wr8zMzODvb09xowZg5iYGGzZsgWDBg2CiYkJxo0bh+rqaty5c6fR9hUKBTp16oSWLVvi4sWL+Otf/wqJRIKYmBiYmZkJRG1TatmyJaRSKTIzM+Hn5wd/f3/o6+vj66+/Fr/Jzc2FTCbD119/jbt37+LLL7/E69evYWFhAT09PeTl5aFz585/uo9mNev/KzUbgGb928nExETwmaVSKWQyGSwsLFBRUQFTU1MAQKdOnQQSVCMNdxwAJk6ciOvXr2PkyJEC8/mpKisrYWFhARMTEyxduhSJiYkYNWoUpFIpysvLQbLROlVVVTA0NISenh4sLS1RWVmJvLw8nDt3DvX19QK5R1Ik1VIoFPjuu++QkpKChQsXYvv27fjll1/w888/49tvv0VJSQnat28v9mlpaQngY+dNkyxq69atWL9+PZYsWYJly5YB+JjLYPjw4dDV1YWJiYkoL03eAo2Cg4Oxfv166OnpwcfHB7du3YKdnR3atWuHK1euQKFQwMrKChKJRKuT6e7uDmNjY/E5MzMTe/fuRU1NDRYuXIjjx48jJyenyXIyNjZGUFCQSIQ1bNgwpKamIiUlpclrodHatWthZmaGuro68SDfsWMHvvvuO7x58wY//PADAgMDMWfOHPz000/w8/NDXFwcLC0tce3aNcFo1xgtqVQqOg6autNQ586dQ0JCAvbu3StQhnl5eUhMTISXlxf27t2Lv//979i4cSOqqqoQFBSEW7duwd7eHvb29rhx4wb8/PywePFiTJ48GeHh4XBychLse5I4d+4cgoODMWvWLOjr60OhUMDQ0BB///vfsWvXLgQEBIAkKisrkZycjPT0dHz//ffYt28f6urqtIxuQ82ZM0frc4sWLaCnp4fx48cLJKyJiYkWgnXUqFFo0aIFdHR00LJlyya3a2VlBQMDA626YGxsDB0dHZE0q6KiAlevXsUXX3yhxc3XfA8A+vr6gt0+Y8YMbN26FX5+fqirq4NCoUCLFi2EeTQzM8Pu3bvh5uaGM2fOQF9fH8bGxqiuroaFhYXYpub+On36NKZOnSrupf379+O7775DYWEh+vXrByMjI+jp6WHt2rUICQnBxYsXMXPmTDEw0LZtW5w7dw7z5s2DWq1u0rg3lFQqhZ6eHk6cOIHJkydDIpGgZcuWkEgk0NPTazLJ3rNnz/D8+XPU19fjq6++woEDByCTyWBpaYns7Gw8f/68kan7VH379sXVq1cxceJEbN68udEAgqmpKbZv3w6FQgFLS0vU1dXB2dlZi2X/af159uwZ3r59CxMTE1RWVsLIyAihoaHw9PREXl4eXF1dRRtnbW2Nuro6JCUlaZkK4OO11tHRQXFxMZ4+fSqMLgAsX74cAQEB+PDhg2jDFi1ahG7duon1dXR0msxRQBLr1q3D3LlzsXv3btTU1MDExKSRidEke6ypqYGxsTE2b96Ms2fPQiKRwMjISOz3U9XV1UEul8PAwAC+vr7Ys2cPTpw4gYqKCujp6TWJ2A0KCkJoaCjevn2LqqoqDBgwAMDH+0CpVIpkkQDQu3dvWFtbY8mSJZg7dy7Wrl2LESNGIC0tDTKZDP369ROJ75rVrH+lmg1As/7tlJiYiM6dO6O+vh7Z2dkYMGAAwsPDMX78+CZH84GPI0qTJ08Wn588eYIePXpg0aJFTY4Cbdy4EYmJiQgNDYVcLsetW7fQr18/vHnzBrm5ufDw8GjE1Xd3d0fr1q2xe/duVFRU4OTJk5g2bRp++OEHtG7dGoaGhqLzrqOjg4kTJwL4yLmXSCRITk5GWFgYvLy8cPbsWQwZMgTJyclISUnBkydPMHjwYEilUpHwKScnB1FRUQCA4cOH48qVK1pM7xcvXuDdu3f45z//ic8//xwzZsxosjN+/vx5rYfhu3fvUFFRgQ8fPmDnzp1YtGgRBgwYgAMHDiA/Px8nTpz4L69Pnz598PbtWxQVFcHHx6fRGwDgI9N81KhR0NXVRf/+/bFlyxbY29v/6ei/RpcvX8a2bdtQW1sryvGLL76ARCKBv78/QkJCcOnSJUybNg2HDh3CwYMHMWHCBLRq1Qpubm7w9PSEn58fevTogY0bNyInJ0ckn+rXr59W/oGGCgsLQ01NDX755RfcunUL6enpCAkJwbRp05CTk4OqqipMmjQJ8fHxmDZtmuD3N1RtbS3u3buH8ePHw9vbG69fv0ZNTQ2OHTuG4cOHY/369Rg7diw6deqEmJgY1NTUYPz48fDx8UGLFi3g6uoKBwcHtGrVCsDHbMy6uroYM2aM1rV89+4dgI/JzjRvvICPhlAzAksSfn5+AD6+ydGMHK9duxYymQwSiQRfffVVk2WheSMGAE+fPsXdu3fxxRdfaOW4MDQ0FFmUAeDHH3+EQqFAbW0tFi1aBABo1aoVPvvsM/GbSZMmAfjYae3WrRscHR1x4MABVFZWYtCgQRg3bhyMjIzQrl07vHnzBjdv3oS7uzvOnj2LFi1aYPv27Th8+DAmTZqEKVOmID4+HqNHj8aZM2cwbNgwPH/+HC1btsTOnTvRs2dPtGzZEpMnT8bJkyeRm5uLXbt2YdiwYZDJZCgtLcXRo0dhZWWFY8eO4bfffmuyLMrKyvDTTz+hdevWsLa2Fu2Cr68vunfvjn379mHChAmNkocZGRlh//79yMvLw9/+9jcEBARg9+7daNmypeDpv3r16k+zVb99+1bkqBg0aBCkUikmTpyIU6dOaf3u+++/x7Rp06Crq4urV6/i6NGj2LFjh9abmD179mi1C46OjrC1tcWFCxfwww8/YPjw4fjuu+/w9OlTmJubY+fOnXB2doa5uTmOHj2K6upqpKWlYefOnY2OU61W4/bt2/jyyy+RlpaGwsJCAICXlxfi4+MRERGBoUOHAvj4Bq4hY1+lUon27VNVV1fj3bt3+Pvf/44BAwaAJORyuVa91ujq1avo06cPpk2bhuPHj6O8vBxPnz6Fi4tLk9s2MTHB+/fvRSK01NRUHD9+HFOmTEFhYaHIHNxQEyZMwK+//oovvvgCVlZW6N27N/r27YvQ0NBGiRPDw8ORlZWFq1evYurUqbh48SL27NmDvn37wszMDJcuXcKKFSuaPLZmNev/U/1fmHbUrGb9/yVNDMDFixe5ePFiHjx4kFevXuXEiROZm5vLjh07skePHiQ/BrLduXOH5H/GAGjY16tWraJcLmdAQADT09Mb4TFJcs2aNQLvaGVlxdevX3PFihVUKBRcvXq1CMJsqFu3btHU1JR37txhhw4dWFBQQHd3d2ZmZjIwMJAKhaLROhqShrm5OSMiIuji4kIHBwcRKBgXF8cdO3aIwNghQ4YIdnnDxdbWlm/evKGJiQnbtWtHDw8P1tbWcvfu3YyJieGYMWNYUFCgte+GFKDMzEzq6+tz+PDhvH37Nk1NTRkeHs7p06fz3bt3VKlU7NChg8BTHj58mK9evSL5MfixoqJCLPv27aOxsTEBsF27diIGwMjIiDt37mRgYCCfPHki8J9DhgzRmlO9YMGCJgNXg4ODeeXKFTo7OzMvL4+6urps3bo1jYyMuHfvXq5YsYLPnj2jq6srCwoKOHz4cMbHx/PAgQMMDg6mo6MjKyoqWFlZybq6OlZXVwtyikZ9+/ZlXV2d1vlUVFSwd+/eggRjb28vys3a2pr6+voEwK5du/Lt27e0s7Pj4sWLuXnzZhoYGLC0tJSmpqYcOHAgk5KS6OjoyIsXL3LatGksKChgeXk5+/Xrx1evXjEwMJBhYWECYzlgwACWl5eztLSUS5YsYVRUFO/cucNZs2axsrKSKpVKBAKTH+ciq1QqQYGqrKxkTk4ON23aJH7j7e1NuVwu5uZrcJvkR075/4QeVFVVxZkzZzYqv/r6eg4YMKDR76urqwW1pqqqii9fvuThw4e5Y8cOZmZm0sPDg3K5nMOHDyf5MUfAjRs3WFNTw2HDhgncaXZ2NletWkWFQkGZTEYvLy/m5+fT1dWVeXl59Pf3Z0REBB0dHfn06VOtunDv3j1aWlry6NGjnDZtGnV1deng4EAHBwfeu3ePAGhpaUlDQ0MtqtWECRMa1QdNm6FWq1lTU8NLly4xPj6eM2bMYFVVFUtLSzlkyBAR9B0aGsqEhAQOGTKEhYWFdHR0ZKtWrWhiYsKjR49y4sSJAouZm5vL3r17i3wGTUlzH+7cuZMZGRkcOnQoVSoVMzMzOXXqVJ4/f56nTp1iQEAAHR0dqaOjQ4lEwtatW3PatGmNzkdTF549e8bjx4+LazZgwADK5XIOGzaM9+/fZ1BQEBctWkQ7Ozu+fftWAAQMDAxoZWWlFQPQr18/gW5du3YtFQoFly5dyuTkZNra2tLZ2ZlpaWm0tbVt1J5paFaadqFhDIBSqWRWVhb19fVpbW1NCwsLGhkZiSDghvX68OHDvHr1KidNmsTq6mpaWloyNTWVhoaG3Lp1ayOiT2VlJWfNmsWrV6/y9OnTrKmpYdeuXZmfn08HBwe6uLg0Qk3X19ezT58+TE1N5fLly6lQKLhmzRrRLjg4OGgFAWvu0REjRtDAwICVlZXU19fn6tWrGRISwtu3b9Pd3b05BqBZ/3I1G4Bm/dtIYwAGDBighQHV1dWlpaUly8rK6OLiwvr6eqpUKq5fv57p6ens1KkTDQwMmJeXR4lEwjVr1nDHjh1MSkpi3759RQemYfDjrFmzmJaWxnbt2tHIyIgDBgzggwcPuGfPHi5btoyvX78WnQANtjAyMpKnTp2ij48PJRIJW7Vqxffv33PixIm8evUqz5w5w3nz5rGoqEjsLzs7m7q6utTT06Oenh6NjIxYXFzMzp07MzMzk/7+/qytrRUoSLVaTZlMJh6US5cuFQ8bAwMDlpWV0d7enikpKVy5ciV37drF+Ph4rXMrKCjgokWLtAyA5mHVt29fPnnyhOvXr+eqVav44sUL8dArLS3luHHjSFIc05AhQxoZm3379vH69et0cXFhcXEx9fT0BHvb0NCQV69epZeXF0tLSymTydizZ0+qVCqBS1QqlU2asuDgYEqlUhoZGdHAwEDkAfDz82NoaCglEkkjClBSUhKDgoJYW1srsJAqlUrUE00w7OzZs0WisKbUv39/lpSUUCKREAAnT57Mffv2MTIykh4eHiwoKKC+vj7Nzc3p5eXFM2fO8MyZM5w4cSINDAxYVVVFBwcH1tbWMioqisePHxcGwMnJiXK5nLm5uZw7d65AzY4ePZoVFRUi2FfDNNcgMjXEGblczrS0NG7ZsoUhISFMTk7W+l6D2tSoqXPUYEU1UiqVIr+A5rupU6dqGbNPt6OpYw3/fuLECSYkJNDLy4s1NTXs0qWLFspU82/DoGTN/bt9+3Y+ffpUoFwb/rt3714mJCRQpVJplZ+/vz8PHz7MGzdu0NPTk+Xl5QIV6ePjw1OnTlFPT49Pnjxhhw4dWFZWJlCfCxcu5Nq1a8U9oTECgwYNarJOfHrun16X3Nxc+vr6sra2llu2bOHTp0/Zq1cvVlVVsUuXLpTL5bx8+TINDQ15584d9u/fX3SmjYyMqKen16QBKC4u5uzZs1lXV0eVSsUpU6awoKCAnTp1EnjRS5cu0dDQkI8fP2b37t354cMHtm7dmi9fvqREIhGd/E+lOf7AwEBmZmbSwcGBcrmcffr04ZMnT2hoaMjIyEgxoKAxABpsaUMDoLmmGRkZor2JjY3lkCFDBLGsb9++vHPnDgFQKpWK+0ulUrG8vJxTp04lqW0A7Ozs+OHDB0okEurr63PPnj309fVtRAF68OABd+3aRZVKxZEjR7KqqkrkQRgzZgxPnDjBK1euaK1TX1/PZ8+ecd26ddy2bRuTkpLYs2dPWlhY0M7OjikpKVy4cGGjcisvL+eQIUNEMr+lS5cKvLK+vj67dOnC1NRUgXT29/dnbm4ubWxs2KlTJ75+/bqZAtSs/+NqNgDN+reRxgBcuHCBS5Ys4cGDBxkVFcVJkyYxKyuLLi4urKio4OvXr3n48GGxniYTsKOjIz08PBgREcGTJ0+ytraW48ePF1SGhomhZs2aRQcHB+rp6TEnJ4djx45ldXU1L1++zEuXLtHX11dkdCwvL+fixYsZGRlJGxsb3r9/nx06dGBubi7d3d1ZVVXFe/fu8dixY6JzUF9fz0GDBjE7O5s+Pj7cvHkzAfDBgwccOHAg8/LyOHr0aMbGxvLo0aMMCQnhu3fvSFKgKBsuN27c4MiRIymRSNihQwd6eHgwMTGRFy9e5IwZM8TDsSH1oqEB6NChA01MTJiWlsaAgACePn2aZmZmfPXqFSsqKtivXz++fftWIPCOHTvWCGmqUVhYmGD4d+jQgWZmZkxJSeGCBQsYHBzMa9euccSIEayoqKCLiwvfvHmj9VBdsmRJk3SO4OBgAuDTp09pYWHBjh07Ul9fn61ataKlpaVIZNaUAdi9ezcTEhI4bNgw0VF99+4dQ0JC/kd1T9M50yzGxsa0trYWbzl0dXVpZGTE9PR02tvb09zcnObm5kxOTqaTkxNzc3PZoUMHenp6ikRgGgPw4cMHQQBKSkriuXPnuHnzZubl5bG8vJz9+/dnaWkp586dyxMnTohsv56enlQoFBwxYgTJj53nhmasf//+rK6u5owZM0h+NAoNRzwblvGlS5dEVtRPyz46OpqxsbFaf2v4G5lMxtraWk6cOFHsX61Wi/uD/DiyqjF1JSUlgvASHBzMzMxMlpeXs7a2lqNGjWJGRgY3bdpEhULBJUuWsKysjK6ursIQJyQk8NKlS6Jel5WVsX///kxOTubixYt56NAhRkVFccqUKczKyqKVlRWLioo4atQonjp1imZmZmzbti319PTYsWNHtmvXTnRCra2tRadWQ+j6nxiAqKgo3r9/nyTFGwtPT08xaq5QKLQoQFVVVWzXrh39/f25evVqtm7dmikpKTQ3N6eVlRWfPHlCExMTnjt37k/3ee3aNcbFxbGqqopDhw6lQqHg0KFDmZiYyA0bNnDZsmVMSkoS7UWHDh0E7rcp+hVJvnjxgidPnhTXzN3dnaWlpSwrK2NAQADPnDnDc+fOcebMmdTT0xPbHTRoEI8fP94IA1pTU8OBAwdSqVTywIEDfPz4Md3c3AiAubm5bN++vbinjh07Jka+NW8ANNS0TylAHTp0YP/+/Xn69GmxvqaNq6+vZ2VlJZ8/f87du3dz1apVTEpKYl1dHS0tLfnq1SsaGRnRxsaGly5d0jre8vJyjho1igqFgjt27GBKSgp79uzJnJwcduzYkQYGBuJtWnV1tRiYcXV1ZUVFBV++fMmdO3dy5syZbNu2LXV1ddmxY0fxBqDhParBgLZu3ZqPHz/mmjVrGBISwpiYGH777bfNBqBZ/3I1G4Bm/dtIYwC8vb0ZGRnJ0NBQbtq0iTExMbS2tuaTJ084a9Ys8SAoKiqiXC5np06dqK+vz9jYWDEF6OLFi4yKimJtbS2tra0b7WvWrFm8fPkyfXx8aGZmxri4OAYGBrK0tJQnT57krVu3GuESIyMjuXHjRg4YMIBDhw6lkZERa2pquHjxYr5//55XrlxphE7UdDI6d+7M1q1bE0AjDGh5eTkrKyuZnZ0tRkHxH+g+zcPdxcWF9+7do5mZGR8+fMiFCxfy1atXLCsr4/79+3nnzh2q1WrRGSS1DUB8fDx1dXXZvn17XrlyhTt37qSvry9fvXrFBQsWMCkpidOnTxfM9tLS0j9NhlRWVsbRo0cTABMSEqivr8/Zs2fz0qVL7Nq1q5YBePHiBf39/ZmTkyOmEpEfRw0/fQsQHBzMvn370tTUlDo6OkxISKCLiwsTEhK4YMECjhs3rpEByMzMZHBwMCsrK7l161YmJCSwrq6OGRkZlMvl4m3MfyeNARgxYgQBcPjw4VyxYgUBMDw8nLa2thw5ciTbtWsnEjvt2LGDV69e5cyZM2lkZCRyQnxqADSI1Xnz5rGgoIBlZWWsrq5mZmYm/fz8qFar+fbtW757946XL18W9VpTRiqVijk5OXzy5AkTEhKYl5fH2tpakQ9AoVCwsLCQN27cEH+rr6/XqgsNFRAQ8F9OA1Kr1Vos9KioqEb1uri4WMuEBwYGijcVSqVSmBvNdI05c+ZQrVaLc3n8+DETExOZm5vL2tpapqSkMCAgQJxLaWkp165dyw8fPtDW1pZyuZxz585lZGQk9+7dy02bNjE6Opp+fn40NzdnUVERbWxsGBwcTB8fH54+fZozZswQDHpLS0s6OztzzZo19PDw0DJ7/5UB0JwL+RFTq5lKlZaWxsrKSq5YsYInTpzggwcPtAyASqVieHg427Zty44dO/LAgQPs3LkzR4wYQalUSnd3d44aNYofPnxotM/a2lqt0e7Ro0ezrKyMaWlp4t6Liopit27dGBUVxVmzZlFfX19Mcxo7dmyTU+yUSqXArxYWFnLRokWsqamhj48PMzIy+Pz5c06bNo1+fn4CAyqVShkXF9coD8C7d+9Ekrb58+fz/Pnz3LdvH6urq+nm5kZPT0+amJgwPj6e/fr1a3IKUFVVFbdt28bKykru3LmTV65c4axZs/js2TPGx8cTAO3t7cUUT02ZNESIapLGLVq0iDKZjIaGhhwyZAjd3Nx47NgxPnnyhOR/tjea/BJnzpzhkSNHWFNTw549e1IikfD+/fvs0aOHmEp56NAhlpSUkCSfPn3K2bNnMy8vj/Hx8QIdbGdnx4cPHwoD8PDhQz548IDkRwPw6NEjenp6snfv3jx37hwPHz7MwMBAnjx5stkANOtfruYg4Gb928nZ2Rlv376FRCJB69atkZiYCLlcjgsXLmDgwIF4+PAhACAlJUUEt9bW1uKbb74R2+jWrRtevXqF3377DfPnz29yP99//z0GDx6MyspKLF26FN9//z2OHTuGL7/8Eg8fPhRYzYZBxI8ePUJ2djZ++OEH6OrqQk9PD3/7299w5swZqFQqEQT8qfr06YMuXbo0+V1eXh6KiooQHx+PCxcuQEdHB4GBgThw4ADCw8MRGBiIv//97/Dy8sLMmTPx7bff4ssvv8TZs2dx7tw5TJgwAStXrkRtbS0OHz4MuVyOFy9eaO3D1dUVEokEnp6eCAwMRMuWLfHy5UucP38e27Ztg7u7O4KDgzFv3jwAHwkbFRUVuHv3biN05pkzZyCVSmFnZ4d+/frB2NgYa9euRVBQEObNm4fc3Fy4urri+vXruHjxIn766SckJCSgsLAQ+fn5AIBr164JVGVDDR48GJaWliApgnovXLiAZ8+eaRGEoqKiMHbsWJSVlaF169aIi4uDu7u7QH1q6CBnz55Ffn4+nj59CoVCgZs3bzZ5DTTSBNymp6fj6dOn8PLywsKFC/H+/XtMmjQJI0eOxIYNG1BcXIx3797hxYsXcHd3/9PgYgAYN24cfv/9d3z11Vc4c+YMzp49i19//RVnz57Fzz//jN9//x1//PEHLCws0LVrV6SkpAhMaFRUFFQqFe7fv4+ePXuib9++ePjwIWpraxEZGQkAkMvlSE5Ohru7O5RKJWQyGXR0dAQNqry8HJmZmeJ49u/fD4lEAoVCgadPn4q/P3nyBEqlErq6uggNDQUAFBcXo0ePHujQoQMAiPIzMjISQZavXr3CypUrYWBggMjISNTW1uLx48eiXj98+BAhISGIjo4W59K6dWu0bdsWiYmJ4lzGjh2L/Px8bN++HW/fvoWjo6MIPNbV1YWrqyvevn0LXV1dtG7dGg8ePICnpycWLlyI8PBwuLu7o23btqioqMCqVavQp08ffP3111iwYAFat26NAQMGYPPmzbhx4wYAYOnSpf9lXQAApVKJJ0+eIC8vD2fOnIFMJsPt27dx5swZJCUlYcmSJaioqEDbtm0BfAwmnzdvHi5cuIBr166ha9euWLRoEXbt2oXBgwdjypQpMDAwwHfffYcLFy7gzJkzjfZZW1uLhw8fIj8/H0VFRRg3bhxu3LiBM2fO4MaNG+jbty/y8/Mxb948rFu3Dhs3boShoSE8PDwwY8YMhIeHIyIioslzSUpKEtesd+/euHnzJg4dOoSRI0cC+IiJTU5Oxvnz5zFp0iSQFOjlhrp+/Trq6upw7949bNy4EZmZmdDR0RE41LFjx2LOnDkYN24cZs2ahcDAQK1FU98CAgJw7tw50R4NHDgQv/32mzj+rl27onfv3pg4caKgeLVo0QJbtmxBWVkZysvLkZubi969e4v2eMSIEYiJicHvv/+O1q1bAwCuXLmC+vp6SKVSODs7w97eHiUlJQJPvHjxYgwePBh9+vTB5s2bAQD+/v6wsrICSXz77bcIDAyEl5cX7OzsMH78eIwbNw6FhYX48ssvRbm0adNG1AUAiIiIgK+vL3r06IGHDx+ioqICnp6e2LFjx39b95rVrP9dNRuAZv3bSa1WC7LM3r17MWHCBJibm0NPTw+2trbo168fHjx4gAEDBuDOnTsoKiqCnp4e9u3bJ7bx66+/wt3dHVu3bhWcdOAjWach31xDmwGAzz//HMbGxrh7965Wh65hB1hPTw86Ojr4+9//DqVSCYVCgXPnzsHJyQmRkZGCtrFr1y6tc6qrq2uywwsAEokEOjo6kEqlUKlUkEgk2LhxoyDGbNy4EX/88QdWrlwJU1NTkIRarcbgwYOhUCiQlpaGrVu3Qk9PDz/99BNINuq0Hzx4EHp6emjTpg2GDRuG48ePY+bMmQgLC4NcLm90TLq6utDR0Wm0nU+/P3z4MBQKBU6cOIFvvvkGZ8+eRX19PSQSCVQqFfT19cW56ejoQFdXF5cvX4afn1+TneagoCBkZWVplbemPujq6mL79u3Ytm0bfHx8oKenh6dPn6KkpAQZGRlITk4W5CbNddLR0UF9fb0o+4bXuyn5+PiIa6LZp0QiwYEDB+Dr6wt7e3usXbsWQ4YMQW5uLl6/ft0kAvLTbS5ZsgQ///wzfH19AXyk9GjOXyqVYsqUKTh69Cjq6+tF2UqlUqjVahgaGmLQoEG4d+8eHjx4IEyXnp4elEolrl27hsGDBwOAFiVKc6719fW4evWqKNfQ0FBRHg1/r1arRf1VKBQ4f/68KLurV6+iurpabFNTBxuut2fPHoGo1dPTQ9euXdGxY0dRh6qqqnDixAm4ubkhPDwcJEW9kEqlWtdGV1cX9fX12Lt3L3766Sfs3LkTKpVKoCA15VRbWws9PT3U1tYiMTERp0+fhp6eHjZs2IBVq1bh8OHDkEqlSE5ORmpqKkaPHi328SlX/lPt2rULpqam8PT0FHVaR0cHKpUKq1evRm5uLu7du4e2bdsiPj5elIWOjg6mTp2KLl26oHPnzoiKioJEIhHXuaqqSgsb2VBqtRrnzp3DyJEjRdlr6sHq1auhVquhq6srrhNJBAUFQSaTibo0cOBAeHh4NNq2qakpnJ2dkZSUBDc3N/zzn/9Efn4+du7ciR9//BG7du2Cnp4e/P39ER4e/qf4Wc31BT4axN9//13Ua8318fX1hbGxMZYsWYKYmBhs3LhRa5FIJKLe9O/fH4WFhfj222/xj3/8AytXroRUKkWnTp3QtWtXnD17VqutUKlUOHnyJEji/Pnz+Nvf/oaTJ0+K9njOnDmCYvTgwQMAwNy5c0W5adoTLy8vxMTEICcnR6ud+jOZmZnhm2++adJcadSwrQE+1jGVSoUuXbqgS5cuMDY2Rnx8vCBiNatZ/0o1G4Bm/dspJSUFbdu2RX19PT7//HPx9yFDhuDatWswNTWFo6MjAKBXr14wNjZGfX09rl+/3uT2GmLjLCwstJB9165dEw/TsrIyqFQqjB8/HmPGjIGenh4kEokWR/23337D2rVrtUZ5NHJzcxPM8mHDhml99/TpU2RkZCA8PByLFi3ClStXsHnzZnh5eeHatWuwtrZG7969cefOnSZRnsBHjN6QIUOgUCjw/PlzrWQyN2/eRH19PYYOHQojIyM4OztrrfvHH39AoVBg06ZNIIlBgwbh4MGD2LZtG1atWoVr165h5cqV2L17NwDAwcEBLVu2xDfffNNkR713796wsLDAtWvXoKenh379+qFFixb46quvcOTIEfTo0QNjx46Fh4cHli5dip49e8LGxgY2NjZwdnaGVCpFfX09FixY0OS5xsfHQ6FQ4B//+AdMTEzQo0cPeHt74/79+/j+++/RokULuLi4ICMjA0ZGRrC0tMS4ceNw9OhRkIS7uzuMjIwwduxYvHjxQrDtL1++3OT+gI+dF01Hrn379ujWrRvCwsKQk5ODP/74AzExMdi0aRNOnDiBXbt2YfTo0UhPT8fQoUMhkUiwbNkyzJ8/H48ePUJlZSW+//57bNmyBb///jsWLFiADRs24MKFCxg/fjwKCgrQq1cvzJ07F4MHD8bKlSsxduxYlJaWIjMzE0ZGRhg8eDA8PT2xePFiGBkZoWPHjnB0dBQjod999x10dXXRt29fvH79Gnfv3sWjR49EJ2jQoEFYu3YtLC0tMXHiRPF2ysPDAzo6OjAwMNBCefbp00eMuOvp6aF3796wtbVF27Zt0b17d+jr62PYsGGYO3cuFAoFnjx5gjt37sDAwADGxsb49ttvAXzs9HTv3h0JCQl4/vw5YmNjoVarceXKFQwePBjGxsYYN24cHj9+LDpdQ4cORVRUFFq1aoUvv/wSjx49Qk5ODvr27YsbN25g8ODBePz4MRwcHFBfX4/379+jZ8+eiI6OxoYNG5CRkYHIyEh069YNf/3rX5GSkgKZTIaLFy8KfGVqaipevHiBAwcOoEOHDggKCvrTugB8vIfLy8vx888/o23bthg3bhy2bNkCV1dXzJkzB0OHDsXZs2fh5uaGzMxM+Pj4ICUlReseTExMRLdu3dC+fXu4u7v/lx1M4KPx/Oabb5CVlYUXL17Azs4Op0+fxrBhwzBnzhwMGzYM9+7dg729PQ4cOIB169bhwoULuHPnDgwNDeHm5oaMjAzk5OQ0uX0zMzO0a9dOfJ40aRJ27dqFIUOG4N27dxg8eDB+/vlnbNu2DeHh4VCr1eIYGkrTLowZMwatW7fGxYsXoaOjI0xmXFwcNm/ejOjo6CaPg/+RrK+qqgqvXr1q9P327dtRUlKChIQELFmyBGVlZaiqqhJl9PXXX6OsrAxffvkl7t69i2XLlmHx4sVQq9VwcHDApk2bGuE56+rq8OOPP+Krr77C77//jjdv3uDzzz9Hy5Yt4enpiZqaGuzfv19rnfXr10OpVOLKlSuYPn06WrRoAUtLS4SHh4vf3L9/X/y/sLBQJL8DPt6jERER2LJlC0pKSqBSqeDo6NjoDW2zmvUv0f/RCUfNatb/hjQxAOfPn+fSpUt58OBBMU9fT09PzPsmyZs3bzI+Pp7kf2JANcuqVasYFBTEpKQkOjs7Mycnp9G+Zs2axYcPH9La2prv3r1j3759qVQqeeTIEXbr1k3MhW+oyMhIgX2TSqXU19cX876vXbtGW1tbgc7USBMDsG7dOvr4+NDR0ZGZmZkcMGAAX716xfnz5/P48ePiXMrKyjhw4MBG+66srGTnzp3Zo0cPpqen08PDgw8ePODhw4epVCrp6upKmUxGuVxOX19fktoxAPiPwNYXL17Q2NiYdnZ23L9/v6Ah9e/fn2/evOG8efN4//59Xrt2jSQ5adKkJilA9vb2NDAwIACBATUxMWFwcDBnzpzJtLQ0jhw5knK5XMyPjY2NZXR0NEly/PjxrK2t1ZqrrAkCBsAuXbrQysqKjx49oqmpKW1sbHj79m16eHiwS5cuzM7OZseOHTl58mTK5XJu3LiRb9++ZVlZmQi4nT9/PuPj43nixAkRHFtaWtpk3dPEAHTp0oUAaGJiQltbWx47dowDBgwgAPbp04cvX76kp6cnQ0NDaWdnx/j4eI4cOZLZ2dls374909PTuXTpUu7cuZMPHjxgnz59KJPJ2KpVK2ZnZzMgIICRkZG8cuUKVSoVP3z4wPr6eqakpAh8rUKh4Pz581lZWckBAwaIMoqLi+OtW7e4cuVKlpWVsa6ujp6eniQpsJlVVVViu3V1dSwvL2dycjJPnz7d5HmnpaXx4MGDJMlFixaJGA2NGtaFyZMnU6FQ8MOHD2IOt0wmo0Kh4IwZMyiTybTm02vOpaKignV1dSwtLWVFRQUXLVrEO3fu8PTp0yJQX6lU8t27dwwICOCtW7d47NgxEQRsa2vLmpoaurq6MiEhgbt37+aCBQv49u1btm3blpmZmZRKpezWrRu3bdvGTZs20cjISATdvn79mu7u7jx8+LAI6tZQsWxsbBqdc0Op1WpGR0fz5MmTDAkJ4YMHD1hXV8eCggKOHDlSYGhramoYEBBAqVRKuVxOPT09Tp06lceOHaOtrS2jo6M5fvx4QcHRLJ9SgJRKJb29valUKkUMjiYGwMrKinV1dUxISODGjRu5ZMkSEQTs5OREXV1dOjo6EoBWfIZGRUVFXLduHS9fvszExEQOHTqUlZWVtLKyYklJCY2NjbllyxbOmzePDg4OTEtLo6GhIfX09EQwryYGQFMXZDIZJ02axGvXrjE0NJQKhYJubm50cnJiZmYmnZycRBxIQ9XX1zMtLY2zZs1idXV1Iwzomzdv6OrqypMnT9LGxoampqaNKEAJCQnctWuXqAvt2rUTdcHBwYEAtIKA6+vrWVZWxtTUVK5YsYI1NTWcP38+9fX16eTkRBsbGyYkJGjFv5SXl7Ourk4gfqdOncpTp05pXUMnJyfRxsnlcsrlci5dupSpqakcMGAA09PTOWDAAF68eJFHjhwRQAk0xwA061+sZgPQrH8bNYUBXbRoEVNSUujg4EB7e3vRidKgFH19fcVDVUOtWLFiBYOCgvjkyRP26NGDMpmM1dXVHDdunGCVz5o1i0ZGRtTR0aGlpSX79OnDR48eMTg4mAqFgl5eXqysrGRtba3okGsa7cTERBF4XFFRIcgzmzdv5sOHD0l+RCt2795dGACpVEoDAwPq6OiwoqKCrVu3Zn5+Pv38/KhSqbhu3Tqmpqayb9++jTjUJDl9+nTq6Ojww4cPNDExoYeHB2NiYnjkyBHOmzeP7969E1i+2tpaPn78mCYmJpRKpVpLv379eP/+fa5atUrw+vv168eysjL27t2bCoVCBGvW1dU14miTHw0AAKakpNDW1pY6Ojp0d3dnbGwst2zZwiVLljAtLY2Ojo5UqVTMy8vj1KlTxTWrr68XwZTkxwdzXV2dlgHQLO7u7rx16xa3bdsm6kL79u1pb2/PnJwcTp48mZGRkbx48SInTpzI8vJyyuVyLdyfplw8PDzE+X2qQYMGaZWTn58f9+3bRwMDA0okEoH7s7CwoK6uLtetW8fVq1fT2NiYOTk5gjevYYXv3LmTCQkJdHV1FUSYzMxMzpkzhwcOHGBsbCzHjBlDa2trVldXc9CgQaytrWV4eDhv3LjB2tpaURc+fPigVX4ajKparaZSqeTbt2+5evVqkuTixYuZn5/P+vp6du3aVQQRa1CjJNmrVy+q1WqB/9R81xB12bdvX5JsVBc0XPwxY8aQ/E8MqAbvqQm8njdvHs+fP8+bN2+yvr6effv2pVwuZ79+/ahQKMT98uLFCyqVSnbu3Jnl5eUcPnw4VSoVQ0JCGB8fT3d3d5aXl7Njx47CIBw6dEhQsYqKiti+fXvK5XLev39fdFgfPnzInj17Ul9fn8bGxtTV1aWBgQEPHTrEyZMni+usr6/PsWPHNqoP9fX1dHJyIklRfhpEae/evalWqwUGNDw8nJcuXeLEiROZnZ1NBwcHFhcXUyKRcOnSpdy0aRNNTU2pq6srSESpqamNDICGOKMpy4iICEZHR1OhULBv374sKysT+SQMDQ158uRJ+vr6Misri6ampgID+mcGQIMA1VzPhgagvr6e9+/fp1QqZVhYGEeNGkULCwvq6+tr3RcaI6lQKFhXV8du3bpRoVDw7t27DA0N5YoVK6irq8uioiKam5tTIpFw3rx5jY5Fg+rVYGIbGgANz18ikYj7T0dHRxgAzf37qQHQkM4AcMyYMTx69KgwAP3796dKpWJFRQXHjx/PqKgohoeHU6lUsnv37iwtLaWOjg6NjIyEAairqxPPCxsbGxYUFNDX15dKpZLz5s0TzxvNwEFqaiq3bt0qkL79+/envr4+y8vLOXToUAEH8Pf3582bN5sNQLP+5Wo2AM36t5HGAFy6dIkLFy7kwYMHaWRkRFtbW+bn51MqlXLo0KGUyWS8cuUKY2NjKZPJ2L59exoYGDAzM1OMdJ86dYqzZs0So1caJSQkMCwsjLNmzSLwMfFTQUEB9fT0OG/ePB49epRRUVH09vZmVVWVSJwkk8mEAbCxsaGuri719fVZVVVFGxsbLl++nDt27BAGQINI1BgAAIyMjKSLiwt1dHQok8nYrVs3RkdHc+vWrSQ/sqMrKysFGq+hvL29aWdnRx0dHQLQMgCakVJNkqs/o/colUra2dmJEW5jY2Pa2NgwMzOTPXr0YHZ2NmfMmMG4uDgeP36cs2fPFhSMhtIYAM1iZmbG9PR0Wltbi+1qDIBcLqeTkxPT0tIYEhIi+O6aRGaaMtq0aZOWAdAQk/T09GhlZSVILlKplFVVVbS0tGRGRgZnzZrFU6dOMTIykn5+fszKyqKzszMrKipEjgWlUkmZTCY6vK6urv9tXXzw4EEjM2JkZMSMjAwaGBjQwsKCR44c4fTp06mrq8v379+zdevWdHd35+XLl3n06FF6e3szPz+fNjY2IulSfHw8Q0NDOW/ePGZmZrKqqoo9e/ZkdXU1X716xR07dnDt2rXMyMhgdXU1VSoV3d3dqVaref78eV69epULFixgaWkpe/bsyby8PPr4+IjzJD+iGTUJuQoLC7l8+XKeP3+e9+7dE+VQW1sr3h5cv35dvJkZOnSo6JTJZDLGxcXx4sWLXLJkCYuLi9m7d29hPjQmTi6Xc+zYsYKoUlNTQ5VKRYVCIVjrGuRjeXk5AwICGB0dzTNnztDf318komvXrh3fvn3LxYsXMzg4mAkJCezXrx9rampoZ2fHvLw8Ghoacs+ePVy+fDmlUilbt25NHR0dtmrVil5eXjxw4IDouALg+/fvG13HpKSk//b6kx+ToRUVFXHZsmW8cOEC7969y2nTpjE3N5dKpZJdu3ZlcnIy169fzw0bNjAuLo7u7u7U19dnXl4ebWxsaGRkRFNTU16/fp3Ozs6NjqWhAXB1daVcLufIkSP56tUr7t+/X7zRy87OFveor68vT5w4QXNzcxoYGLBVq1aiXdAsnxoAzTV6+vQpd+3axdra2kZvAAwMDGhubi620RSpS6PRo0dToVAIDOjdu3dFPg4NBrR169bs1q1bkwMa5Mc2Mj09ncHBwdy4caPIIaBJnqU5juDgYE6ePJl5eXnCTJKNDUB1dTWlUint7OzEuWgMQEOk86hRo0QiMB8fH9GuSiQS2traCgOwZs0aYaatrKyYnp7Otm3bijJ68OCBSD6peQNw48YNXr9+nXPnzuW7d+9obGzM1q1bU19fn6tWrWJISAhjY2NFGTUbgGb9K9VsAJr1byONARgzZgwvXbrE0NBQrl+/nnfv3qW1tTVHjRrFR48eccuWLaJzvm7dOjEVRbNMmzaNO3fu5PXr1zl16lSmpqZSrVZrZcqdNWsW+/btK0Zx+vbtywcPHnDnzp0iI6tarRZZQjdt2iQMQEREBB0cHKivr0+1Ws3Y2Fhu2rSJu3btEhjGiRMnsr6+XssAaBY3Nze+evWKLi4utLS0ZEhICKurq1lYWCj2+am8vb0ZHx9PExMTDhgwoEkDkJWVRYVCwYULF1ImkzWa2lBfXy/wegEBAZwxYwZfvXrFzp07C151YWEha2pqGBISwjdv3jAvL090nDUIwYYGYODAgcR/YE6vXr3KkJAQ+vr6ahkABwcHvn//ntXV1ayqquLmzZubnHbR0AA8e/aMOjo67Natm5jKtG/fPvbu3ZtVVVU0MDCgn58fr1+/zp07dzIoKIgxMTGcMmUK09PTqVKpWFhYyIcPH/LOnTvcunUry8vLtTI8y2SyJqcnkP9pAJycnGhmZiaum+atxNatW4n/QIT6+PjQwMCAz549Y+/evenj48Pdu3fTysqKBQUF/6UBsLe3p1wu59SpU1lUVMTY2FiePXuWCoWC06ZN45s3b0h+NEknTpwQbzjy8vKoVqvFiKRmtJ38OJVHLpfT29tbnE9lZSVramq4cuVK1tTUMCsriyqVSmBSy8rKxFSvrKwsVldXMzAwkCTFPjXKzs5mUVER9+7dS5Lcu3cv7927J94SzJs3j+np6aJer1mzhtXV1Rw7dixzcnKoUChYVlbGs2fP8ubNm/T19aVCofgfGQAvLy8ePHiQ58+f55w5c/j8+XOam5vz0aNHooO9Y8cODhw4kP379xdvB83NzcX0rv+pAZg4cSLJj51nTbZmhUJBPz8/YWyTk5O5bt06njlzhhYWFiIrtLe3t8hVsHDhQgJgv379RFLAvn37NjkFqK6ujnl5eWKfx44d4+3btzl58mSmpKRw8uTJvH37Njt37sxNmzZx6NChvHv3rsjMbWpqyq5duzYyAJrtymQyHjp0iElJSY0MgIeHB7ds2cLOnTvTwsKCAIRJb6iioiLxd40BePnyJdu3b8+4uDhxnzx//pwAxJTEhtIkONO0Czt27KClpSWLi4tpaWkp8K0NF00bpzmXTw1A27ZtaWRkxPj4eHp4eHDz5s3CAPj7+4vkY58agDt37tDExITW1ta8fv26MAAlJSXibZu+vj6nT5/Ot2/f8ujRo2IgpeEbALlczrKyMpaVlVEul7Nr167U19dnZWUl+/bty/DwcB4+fJirVq3imTNnmg1As/7lag4Cbta/nfr374/Xr19DIpHA0dERM2bMwNixYzF16lRMnz4dc+bMwdmzZ5GXlwcvLy+YmZlhzpw5Yv2HDx+iZcuWWLt2LQYMGIBjx45BpVLhwoULKCsrEyhKPz8/GBsbY/bs2Vr7d3d3x/Tp0yGTyXD27Fm0aNFC0EM8PDywaNEieHh4QFdXF3/88QdiY2PRpk0bGBkZwdbWFo8fP8bJkye1gsMa6tKlS/jqq6+wYsUKLFu2DCYmJsjLy8PVq1fxxx9/NIkGBICjR49CrVZj7ty5TX5/7Ngx6OrqYsqUKSgpKWkUXKdSqTB8+HCMGzcOCQkJePjwocBpxsbGYsKECTh8+DDCwsIwaNAgqFQq/Pzzz6irqxPl96nmzp0LAwMDuLq6IigoCG/evEFRURGePXuGiRMnIjY2Fl5eXjh8+DDOnTuHrKws/PDDD2jRogVI/mkZ9ejRAy1atECvXr1E4OXVq1eRk5ODa9euYf78+fjmm29w8uRJ2Nvbo0ePHggNDcWePXtw8uRJgUS1tLSEg4MDAgICYGZmhqNHj0KlUuHp06coLCwUGMA/04gRI0TA94IFC2BmZgZLS0ucO3cOzs7OiIiIEOjQkSNH4uzZs3j06BEMDAywbNkyJCYmYurUqYiLi8OgQYOQkZEBHR0dtGvXDo8fP8aUKVPw4MEDbNu2DUuWLEHnzp1RUFCAyspKHD16FL/88gsSExNhYWGB/v3749mzZ4iMjMTPP/+M+vp6/P3vf0dNTQ0MDAwwePBgpKWl4R//+AcMDAwwe/ZsKBQKpKamIiMjAwUFBdiyZQuMjIxw9OhRKJVKgcRMSkpCeXm5qGfGxsZYsWIF3r59i+TkZJSWluLRo0dQq9U4duwYPvvsM0yePBn5+fmYO3cunj59iuvXr0MikcDHxwc2NjYwNjZGfn4+xo4dC319fQQEBODMmTMoLy/H8ePHMWjQILx//x5eXl6C+vXf6enTp1CpVDhy5Ai6dOki0JwXL17E+PHj0bNnT5w8eRK3b9/GrFmzRAC7g4MDPD09/0f7AIB79+6JwNfi4mK8fPkSDx8+xOXLl3Ho0CHcu3cPXl5eSE5Ohrm5Odzd3fHtt98iKioKAQEBmDRpEs6cOYN//vOfePLkCRwdHTF9+nQYGBjA0NBQC0zQUPX19Th37hw+fPiAkydP4vvvv8eePXuwd+9efP3119i7dy8WLlyIFStW4MKFC4JSJJPJMGvWLNjb2+OHH35otF21Wo3z58+jpKQE3bt3bwQJMDAwgIWFBX788Ud89913WLJkiQg2/1S3b9+GQqFAfHy8ABa0bt0ay5cvx7t375CbmwvgI3nsz5SQkICff/4Z165dQ05ODszNzdGpUydRBocPH25yPU1bfv78+UbfzZw5E3K5HMOHD4eFhQXWrFkjvps+fXqTdey7777DyJEj4evri5qaGvzzn/8U38XHxwtCmqGhIb7//nssW7YM0dHR6NOnj9inZrsVFRV49uwZnj17hgsXLmD06NHQ1dXFlStXkJWVhaysLCgUCnTt2lULLd2sZv2r1GwAmgUAePnyJcaOHYsOHTrAyMgI1tbWGDBgQJNUFA3JwsTEBJaWlpgyZQqKi4sb/a6+vh7bt28XvO6//vWvOHv27P/2sZaVlcHQ0BAAIJPJoFAoYGdnh4kTJyIoKAgqlQpqtRotWrQQ5J5WrVqJ9b///nuUlJTAxcUFP/74IywsLKCjo4NWrVoJVBwABAQEoKKiQmvdGzdu4IsvvkDPnj3F30gKJJ6GJmNnZwcAKCgogLm5ORQKhegoFxcXg6QwGhrNnj0b7du3R0hICIKCguDv7w8TExNxLra2tigoKPhTCpCdnR3q6+sxbty4Jr+3t7cHSZSWlqJt27bo169fo9/o6enBysoK5ubmaNmyJYqLi2FtbY28vDz89a9/xfz580Xn4M6dO/jxxx8hlUrRokULBAQENNqepvPr7OyMXr16ITc3F8OHD0dZWRk+++wz5OXl4W9/+xvmzJkDlUoFQ0NDlJeX48CBA6irq9MiZnwqiUQCGxsbmJiYwMrKClZWVti8eTNmzJgBGxsbFBYWNrle69atIZFIYGZmhurqashkMoFXDAwMBEl8+PABjo6OWhScprRt2zaBjc3JyYGuri6sra3RsmVLtGzZEtbW1vDz88OOHTtQVlaGq1evYt68efjtt98waNAgBAUFYd26dZg2bRqmTZuG+/fvQyKRoE+fPti3bx9Wr14NLy8vmJiY4Ouvv8Zvv/2G8ePHC5pPq1at8P79e9TV1eGPP/6Avb092rdvjx9//BFHjhxBQUEBdHV1YW5uDuAj81+DIczPz0ddXR3Ky8vh7OyM4uJiVFRU4Pjx41i/fr0oXw1z/+nTp5DL5eJ+qKurQ2VlJVxdXQU3HQBWrlyJCxcuoLa2FjKZDHfv3sXkyZNRXV2NvXv3oqSkBGq1GnV1dWjRooU4ptzcXLRq1QpSqRRSqRQREREYMmQIVq1a9ae42U9lYmICHR0djBs3DiEhITAwMBDXpKSkBObm5jA3N8eKFSswf/58geN99uyZoAH9T5Sfnw+1Wo3w8HDo6+vDxMQE5ubmKCsrE+diZWWFyspKSKVShIWFYfDgwVi8eDEsLS1RUFCAzz77DABgbW0NY2NjFBYWor6+HlVVVU3eSxq1bt0aUqkUurq6UCqVWt8ZGBhgyJAh+OWXX2BmZgYrKyvs2LEDhoaGsLOzw+vXr/GPf/yj0TY17Z9UKoWxsTESEhIwevRoHD16FNu3b8fBgwfx9ddfw9fXFz/99BMKCgr+lFg0duxYmJqaarVvL1++RH19PRITE+Ht7Q1TU1O0atUKrVq1wqxZsxptIy8vDxKJBLa2tjAwMIBKpYJMJsOuXbsQHBws2tf+/ftroVvXrVsHiUSCVq1aoUOHDmjRogW6dOmC33//HUZGRti3b59o4xqqqKio0TFERkZi0KBBaN++PVq1agVdXV1xzQDA0tJSdO7r6upQXFyMgQMHwt3dHZWVlQCAVq1aCfSpVCqFiYkJTE1NUVVVBSsrK+zevRuzZs3Cxo0b8ezZM5iamiImJgbjx49vsmyb1az/L9VsAJoFAMjKykJVVRV8fX2xe/dukYxlxIgROHTokPhdbm4uBgwYgDdv3iAoKAhLly5FVFQUPDw8GjHUV69ejRUrVsDDwwN79+5Fu3bt4O3tjXPnzv1vHWt2djY+++wz1NfXo6KiAlVVVejbty/q6+sRGRkpOknh4eHo3LkzYmJi4O7ujoSEBCQkJKBz586wsbFBy5Yt8c9//hNBQUHQ1dXFX/7yF1RVVTV6GAQGBiI1NRV//PEHunTpgrS0NPGdWq3G1q1b4erqCgA4d+4c0tPTsXnzZtTV1WHs2LG4fv06HB0dcfz4cVRXV+Px48fiYfjZZ5+J49qyZQuuXr2Kn376CcnJydi3bx+2bt0KlUoFMzMzfP7550hOTv5TAxAUFIRr165p/e3nn3/Gt99+i927d6NLly6or6/H48ePkZmZ2eQok5GREZycnBATE4O4uDj4+fnhwIED8Pb2xuzZs7FkyRJkZWXB1tYWhYWFUKlUIKmVS+FTRUVFYe3atXj9+jXevn2LXbt2YeDAgdizZw+8vb0xa9YsnD17FuPHj8fFixfh4OAAd3d3SCQSDBs2THTSvL29RVklJCQgOjoazs7OePbsGezs7FBeXo6rV6/i0qVLWLNmDUpKSvDDDz+gsLAQKSkpmDJlCjZu3Ihu3bph1apVcHBwQFZWFvLz81FTU4Pu3btj8eLF0NfXx6BBg5Cenv6nbyAAYNq0afDy8hKfHz16hA8fPuDp06f46quv8NVXX+Hx48f45Zdf8Pr1a5w9exabN29GVVUV7O3tERgYiM2bN2Pp0qV/ek01UqvVKCwshL6+PsrLy3Ho0CEolUqRlE4ul6OmpgaXL19GmzZtsGPHDjg7O+O7777Dtm3b0KZNG8TFxeGzzz5DaGgolEolEhMToVarkZqaigcPHiAjIwP6+vpwdnbGokWLoKurC0dHR5ibm8PMzAwdOnSArq4u/va3v2H16tWQy+XIyspCTEwMsrOz8ejRI9TV1WHZsmXo0qULKisr8f79e7Rt2xZBQUHw9PTEwIED4eLigkuXLmHcuHEICwtDly5dsHHjRowbNw6bN28W2FADAwOEhobip59+wtKlS/HPf/4TR44cwd/+9jeYmJjgxo0bWL9+PVauXIlff/0Vu3fvhre3Nw4dOoT4+HiEhoZi7969iIqKwpo1a2BqaopevXohLi4OKSkpUCgUImkg8LHjquHVN6X4+Hi8ffsW27dvh6enJ5YsWYIvvvgCxsbGSExMRFpaGiZPnizO5dChQ3BxcUFxcTFKS0tx6dIl/Prrr9i4cSNevHiBbt26wcvLC+bm5khOTsaLFy9w/fp1rTo+duxYAEBwcLAYRNi2bRsMDQ1FXWio+vp6pKSkoE2bNmjTpg2cnJzw+vVr1NbWYv369U2e17Jly6CjowMzMzMcOXIE9+/fR0ZGBrKystCzZ088efIE7du3x9atW5Geno6VK1fi8ePH+PDhQ5PbO3HiBCorK5GQkKD19yNHjsDV1RVKpRIqlQpr1qyBTCbD69evG20jMTERCoUCR48ehZmZGRQKBdavX49Tp04hPj4eQ4cORUJCAk6dOoV9+/YhISEBlpaWWLp0KXR0dPDFF1+gpqYGv/zyC5ycnBAVFYWuXbvi0aNHKCkpwYEDB7T29/DhQ3EP3r9/H8nJyTAxMYGPjw/evn2LNWvWoLq6GiEhIaIu5ObmQiqVYvny5bhy5Qpu3LiB7du3Iz4+HtOmTUNCQgKGDRuG+Ph4hIWFobCwEJcvX4adnR3y8vIQGBiI+Ph4KJVKZGVliWR6zWrW/zH9X5p61Kx/A6nVavbo0YN/+ctfxN8CAgJoaGioNVf6xo0bBCBwgSSZm5tLqVSqhUyrr69n//792aZNmyZJK/+dNDEAv/76K1esWMGDBw/S0tKSsbGxHDlypEDBxcTE8NSpU1y5ciVfv37daDsymYw7duygmZkZi4qKaG1tLZBvcrmc1dXVWkHAqamp7NatG2/cuMFdu3Zx/fr1vH//PkePHi3mSWdkZAi0nGbR0dHh6NGjee/ePW7YsIFLlizhw4cPWVxczLq6Or5580arfDQqKCigVCrlpEmTGBERwa1bt/LAgQPMzs5mhw4dqFKpWFlZyRUrVoh1Jk2aRADs3bu3VhDwhg0buHz5choaGooAz+LiYsrl8kbBxEqlkgYGBuzcuTPnzZvHgIAAdunShS9fvuTQoUP5/PlzDhgwgBEREbx16xbLysoEBrSwsFBs59Mg4N69e7NLly4MCwvj4sWLOW3aNK0YgPbt2zM2NpZHjx7lxo0b+fz5cxG4qsFDPn78mNevX9c6Xrlczu7duxMAW7VqRUtLSwJgr169mJ6eTgMDAy5cuJAnTpzguXPnOGfOHL569YpDhw7l+/fvqVQqGRYWxuPHj4s59e/evaNMJtOqC9u2bRNz4TV68OAB7ezsRAAyAKalpYl51hrqj6mpKZ2dnamrq8vRo0fz5s2btLKy4pEjR+jl5cXu3bvzzZs3gix05coVhoaGcs2aNXzw4AFHjhzJjIwMent7Mzo6msHBwdy0aRPv3r3LMWPGUC6Xs1OnTlQqlTx37hxPnjxJhULBoqIiDh8+nGq1mqWlpUxKSuLBgwcpl8tZUlJCT09PFhQUiHnP1dXVlMvlXLRoEWtqalhQUMDy8nIGBgbyzp07jI+P58qVK1lRUcHhw4eL8ouIiODRo0e19llQUMDCwkKuXr2a1dXVAnlaV1fHkSNHsrCwkL6+vrx16xbDw8M5a9YspqSkcOjQoXz58iVXrlzJixcvMjw8nBMnTmRJSQmtrKxYWVnJIUOGaGFAu3fvzvT0dPbp04eGhoZcsWIF169fTwDs2rUrU1NT6eLiwk6dOjEmJobt2rUjAF69elX8v23btrx+/Tqtra1pa2v7pzEAmjIqKSlhXV0d3759S39/f5IfaUc3btzgkiVLxLkkJydz3rx5PH36NE+dOsUhQ4bQ2dlZXO+uXbvSysqKdnZ2PHfuHLt27aoVS9FQpaWlrKuro0KhoLOzM9PS0rhz507KZDItDGhZWRnd3Nx47tw52trasnPnznz27JmIAdAsDWMACgsLqVAoOGXKFBFXcOvWLQ4dOpS9evViRkYGJ0yYwIsXLxKAqNdJSUmNgoDPnTvHmzdvUqVSsaCggDU1NTQyMuKqVau4du1adujQQSBYdXV12aVLFy3Ur0bZ2dkcN24c79y5wyNHjnDjxo3s3LkzDQwMmJ6eznHjxjVZTgUFBRw1ahSLi4u5fPlybtiwgbdv3+aQIUPYq1evRnEDmhiAoqIiqlQqjhkzhtevX+eKFSu4detWRkREiNgQzTJnzhxRF2bPns20tDQOHz6cCQkJHD16tIjR+FRKpZKnT5/mnTt3WFZWxg4dOjAtLY12dna8f/8+169fz127dvH69ev8/vvvm2MAmvUvV7MBaNZ/KU9PT9ra2orPNjY2TWLxOnfuzMGDB4vPmk7gy5cvtX6nCW6Ki4v7Xz4WjQEYOHAgb9++zb179zIgIIDm5uZ8//499fT06OHhwadPnzIoKIhKpZJTpkxpFFAaHR3N06dPc9y4ccIA1NfX8/Xr11yzZg2PHTsmKCH4D7qMrq4uZ8+ezWPHjomHkAYnSX40SydOnCAAJiQksFOnTpRKpSwoKKClpSUNDQ0FOaeoqIjdu3cXD/RP1aNHD1pYWPDt27c0NTXl1q1buWrVKr5+/ZodO3YUWMaG63p7e/Pt27e0tLQU1KLly5czJCSEd+7cYZ8+fVhTU8MePXqwoKCAixcvbvTwViqVwrgYGhrS0NCQCQkJ7N+/Pw0NDUWAnEql4o4dO/j8+XP27t270cOuoQGQSCQ0Nzfn27dvaWZmRiMjIxoaGjItLY0dO3akTCZj165dqVarGRERwbNnz3L69OnMzs7Wwk1qEJcNJZPJ2KdPH2FAL168yIEDB7KgoICtW7dm165dmZCQwK1bt3Lt2rVMSkqiq6sry8rK6OrqyoyMDAYGBrK2tpZz584Vga89e/YUZatB9tXV1WntuyEFSENYsbKyYqdOnXjv3j0CH5noo0ePZmZmprgumuBJY2NjxsXFsXfv3rS1tWVxcTH79+8vcImaIOC2bduypqaGvXr14pMnT7TqgibQNC8vj9OmTaNKpeLWrVvF9jQmb+LEiVSpVNyzZw8fP35MLy8vfvjwgTKZjKNGjRLmYN26dXz16hXr6urYtWtX1tXV8cGDBwwKChLUHk0OhYqKCoGora2t5YIFC/j+/XvK5XLW1NTQy8uLSqWSJ06cYExMDOvq6gTNqK6ujvfu3eOOHTuoUqk4atQolpeXUyaTsaysjOPGjRMGwNvbm0VFRbSxsWFlZSWHDRvGW7du8ejRo/T392dqaiqdnJxYVFTEvn37MjY2lsbGxrx48SLd3NxoY2PD0tJS6urq0tzcnKtWreLixYtpZmZGiUTC0tJSSiQSEciNPwkCTkhIEIjLMWPGCJJSRkYGFy1axNraWq5atYrPnz8XWMiSkhJOmDCB58+fZ0REBCdMmEAAtLe3Z15enuhMbtiwgaampiJHQFOaMGECq6urhQFQq9U8deoUo6Oj6eXlxbKyMtrY2LCsrIz6+voMDAxkYGCgqJeaOjpgwABeunSpURBwfX0937x5I85l5cqVTE5OpoODA2UyGfX09GhmZsYVK1Zw2bJlAo/8aRBwbW2tVhtXVVVFV1dXRkdHMzQ0lDNmzBDrSiSSRhhQTZvk5OREuVzOlJQUBgYGcsOGDbx79y67detGKysrOjg4NFlOPXr0YE1NDevq6njnzh2GhIQIU6Yhhzk5OQnYgcYADBw4kLW1tczPz6e3tzcvXbrEkydPcubMmdTV1aWuri4LCwvFNdPgbeVyOevq6qivr08PDw/Gx8fTxsaGd+7c0TqusrIyzpgxg+fPn+f58+fp7+/P7OxsOjo6UiKR0MLCgkuWLOHOnTuZmJgoBjaaDUCz/pVqNgDN0lJ1dTWLi4v55s0bhoSEUFdXV9BCcnNzCYDbtm1rtN7kyZNpaWkpPs+YMYPGxsaNOplv3rwhAO7Zs+d/+dg0BiAqKooLFizgwYMHef36dQ4YMIA2NjbU0dGhm5sbFQoFz549y6tXr2p10jXSdJT09fX59u1bQWjQdMhra2vp5+cnHp6aUeW4uDgGBwdzxYoVlEqlrKysZLdu3VhWVsZZs2YJClBD5J6m433p0iUeP35cPJyqq6vZs2fPJs/T3t5ejHpKpVJu376dKpWKfn5+zMvLY9euXRut4+3tLfZrY2PDgQMH8tq1azQ2NuatW7c4fPhwMYool8v5+PFjHjlyhCQFV1ypVNLJyYl3797lypUruWTJElpYWDAnJ4ft2rVjx44dRZKcffv28f79+6Jj3JDd39AAFBYWClSnt7c3jx8/zkuXLgkEppOTE7Ozs+nn5ycMgFqtpru7O2traymTyZiZmcn169c3OmeZTCY6dhpjYWFhQT09PZaWltLS0pLjx4/n6dOneeHCBfr4+DA3N5cqlYqdOnWiWq3mxYsXefr0aWEuNMZMLpeLTt9/ZwCSkpLYrl07WllZiYc5AB4/fpx+fn7U09OjtbU1HRwc+OTJE86dO5c7d+6kgYEB09LS6OTkxOLiYlpYWHD27NkiD4C7uzurqqpoa2vLwsJC+vj48PTp07xy5Qr9/PyYn5/P2tpauri48MmTJ1y/fj1ra2spl8vp7u5OuVwuDNq9e/d45swZkedAkzRPrVZToVAwLCyMcXFxYh2VSiVyatTX13P79u1auE4XFxeq1WpGRUUxMjKSCoWCQ4YMEYmONAmyNG9XNPjZ7t27s6ioiAEBATxx4gQvX75MtVpNFxcX8UYoLS2NGzZsYFBQEBMTE+nm5sbS0lL27t2bL1++5IoVK7hr1y7GxsbS09NT0KBev35NAwMD7t69mwEBASIBnb6+vjCDGg68hkH/KR7T2Nj4TztdtbW1gsXfs2dPlpaWcsSIEVSpVDxx4gRjY2M5YsQIVlRUsKKiggMHDuTDhw+5adMmkQOkU6dOLC0tpY2NDfX09GhqakoTExPq6+szLS2tSaymJr+CJnHaoEGDmJCQwL1794qEhi4uLiwtLaWLiwuTkpJoamrKQ4cOcfr06czMzKSpqamWYW1oADTXbPjw4bxz5w537dpFlUrFYcOGMS8vj9bW1iwqKqJUKhXll5CQIAYjSArCkyaPgKYOODs7MzU1lWZmZgwNDeWcOXOYnJxMOzs7FhcXU1dXl/PnzxfH4ufnJwxm//79qVAoeOPGDRoZGdHCwkKY6abQoZp99ujRQ9y/xsbGNDAwEBSgT027xgBotldeXk6pVMo1a9Zw3bp1jI2NFZ1xzTqat7YrVqxgfn4+e/XqxZKSEg4ZMoS3b9/munXrGg1WkOTr16+5adMm1tbWcubMmdTT02NJSQnt7e2ZlJTUbACa9X9czQagWVr6+9//rjV6O2bMGH748IEk+fDhQwLgyZMnG623bNkyAhAjp8OHD2eHDh0a/a6mpoYAuHLlyv/yON6/f8/k5GSt5cKFCwTAkSNH8sqVK9y7dy8DAwNpbGzMqqoq8aCaPHkyY2NjGRYWxjlz5jRCOUZFRYnEUZpO2NixY1lQUMDAwEDu3buXLi4uInvugAED6OLiwmXLlnHjxo08cOAAZ86cyerqahYUFFCtVvPDhw+8e/euWM/FxYVubm5MSUlh165dOW3aNC5ZsoSdO3dmaWkpR40aRbVazeLi4kbnPmbMGJqamjIxMZEjR47ksWPHGBYWxtzcXI4ZM0ZkIVYqleLthre3N4GPXPzk5GQaGxtz7dq13LNnDy0sLJiXl0c7OzvBDS8rKxOvsRcvXsyamhrxBqDhEhUVJbJ+2tvb8+7du9ywYQNramro4+PD9+/fs6CggDKZjPPmzaNcLue+fftEGbi6unLo0KFMSEggADEF6MaNGxwzZgzT09PFNKO1a9fyxIkTvH37NvPy8qhSqURG4PLy8kblJJPJ2L17dzHda8qUKYyJiaGtrS2NjY354MEDmpmZcceOHdy8eTPv3LnDdu3aiWkzqampXLlyJU+fPs1bt24xNzeXdXV1TEtL44IFC8R+tm/f3mgKUEpKita1dnV1ZXp6Oh0dHcVUCU0Hw9HRkWlpaWLah7W1tZgCpMncbG1tzbi4OAYEBPDAgQM8evQop0+fztTUVA4fPpxPnz7l4sWLRV1QKpXs2LEjs7KyWFlZyblz5/Ls2bM8efIkFy1axGfPnrGuro6vX7/mjBkzWF5ezqqqKq5YsYJFRUUcPXo08/PzWVxczGXLlgkG/8yZM1lTUyNMsEKhEB2yuXPnsqKigiNHjqRarebdu3e5f/9+VlZWiqyzarVa4GJXr17NqqoqBgcHi+lMarWaRUVFTE1NZUhICDdu3Mj4+Hjm5eVRqVTSwcGBpaWl/+0UoA0bNnDs2LGMj4+np6cnU1JSxBSgdevWEQCjo6Npa2vLPn36EACHDx/O7du3EwCvXLnCdu3asV+/fuL6ubq68vbt23/aJl28eJEvXrxgcXEx1Wo1PT09WVRUxJSUFIaEhFAmk9HT05MVFRW0srJiaWkpx48fz8jISO7cuZNDhgxhz549aWBgwBcvXtDFxYUHDhzgxo0b6eXlRQBNvgHYtWsXCwoKOHbsWObm5rKsrIyLFy8W12XOnDl8+fIlhw0bxpcvX3LOnDncs2cPgY9Z0zt16sS+ffvSxcVFnOvVq1fF9r28vKhWq/nkyRNu2bKl0RQgY2NjPnr0iMOGDePOnTu12geNAcjJyeH+/fsZFhbGGzducPLkyczIyBC5H6KiohgaGsrVq1fTyMhIrN+5c2eWlZWxpqZGq1Ovmc40duxYymQyzp07l5GRkezYsSP79OnDtm3bNiqngIAAyuVyvnnzhgEBAUxISODy5csZGBjIhIQE2traijLQlMP9+/dJklOmTGFWVhbLy8s5cOBAhoeH087Ojp07d9b6vYuLC4ODg1lVVUW5XC7qgqWlJZOSkti5c2fa2dmJfC8aaabiRUZGMiIigh8+fOCECRNEvevatWuzAWjW/3E1G4BmaSklJYU3btzgiRMnOHz4cP7www9ifvedO3fEHPxPpXndrJnPOWjQIJEps6Hq6uoIQKuD1ZQ0D/Gmlp9//plBQUE8cOAAT58+zVWrVvH27ducN28eb9y4wQ0bNjAvL+9PYwCioqLYr18/weufNm0anzx5QrlcztOnTzMhIaHROnK5nGFhYezTpw/d3Nx46dIl1tbWcvHixayqquKhQ4caraNWq2ljY8NLly5x4MCB7Nu3L8PCwqhQKPj48WMqFAru2LGj0XpPnjyhgYEBJ0yYwLZt23L37t3csWMH/f39GR0dzYULF5L8ON91586dLC0tFQZAs3Tr1o2nTp3iwYMH6eHhIQyASqXi1atXuXnzZh48eJCpqaliv00ZgBEjRtDExIR+fn40MjLi3r17ee3aNZ46dYrHjh3j9evXtUbw3rx5w3v37jUqO3Nzcw4bNkxM4bK1teXly5c5Y8YMdunShfn5+QwODmZpaSkPHz5Mf39/sZ3i4uIm5+HLZLIm68eUKVPEaN3kyZN59uxZMQfZ2Ni4kQHIy8vjhg0b6O/vz9jYWBFbUVFRwffv3/9pHf1UDaeNOTk50cnJiQDo7e1NXV1dURe2b9/OadOmcejQobx27RpNTEzo4+NDS0tLBgUFcf/+/XR0dOTx48e5YMECxsbGcunSpYyIiBB14eLFi1y0aBFNTExYW1vLCxcuMCoqijdv3mRERASXLl0q2PklJSXcunUrQ0NDee7cOcrlcj569Ijz58/ny5cvmZiYyODgYJ4/f57FxcWiI//8+XPm5uYyJCSEwcHBzM/P57Nnz6hWqxkTE8O9e/eyrKyMe/bsYVZWFnv16kWZTMYFCxYwJSWFb9684b59+1hRUcGdO3cyNjaWcrmcvXr1EvfMq1evuHfvXhoZGVEul9PExITr1q3jsWPHePToUa5fv543b97kvHnzeOXKFWEA+vTpQwcHB44bN46xsbE0MDAQ87adnZ3ZoUMHenl50dDQkDdv3qSZmRk9PT0b1ZW7d+/+t9dVLpczMzOThYWFrKio4Pbt2xkbG0ulUsnly5czIyNDxABoDICZmRlv3rzJdevW8ejRo3RycuKIESN48+ZNGhgY0MjIiKNHj250PJ8agPfv37OiooIpKSlUqVScP38+X7x4waSkJG7ZsoUrV67k/v37uWjRIt6+fZt2dnbcv38/O3fuzG7duhEAJ0yY0CSv/+3bt1rJ2vr27cvKykrRLgwdOpRRUVGcMWMGTU1NtcpP0y58ut38/Hxu2rSJFRUVIr+FpaUlt2zZwtmzZ3Pz5s3ivtAsvr6+fPToEV+9esXU1FQxpezWrVuiLnTt2pWenp40NTVldHT0nw4gPXr0iEuXLiVJMeiwYcMGrl69moaGhk3GnqWlpVGpVHLx4sUsLy+nra0td+zYwd27dzM8PLzJaZrx8fE8c+YMV65cSblcTl1dXTo6OnLHjh308/NrFNegyUlz9OhRrXqdkJDApKQkvnnzptkANOv/uJopQM3SUpcuXeDu7g4fHx/8/vvvqK6uxvfffw+SAr35KXoOgEBnan5jaGj4P/rdn2n27NlITk7WWjSc+ezsbFhYWKC+vh5lZWVwcHDA8+fP0b17d5SVlWHEiBE4ceIEvLy8EBsbK/bZUB07dsSGDRswefJk9OvXD8+ePUNtbS0cHR1hYWHRiARUVlaGa9euYfbs2ejYsSOysrJw/PhxbNu2DdHR0RgzZgxevHihtY6Ojg7mzJmDRYsWoWPHjujQoQOKioqgVqvx+PFjREZGYunSpY2OzdPT8//H3p9HRXVta//4Q2tRoLTSSOhEjRI5QuSA0WjEqGg0yLVFxRY1BnvFJqIoarBBJSrosQvosYtK7CI22KGioCK2ICCKICIoPVVFUQXP7w9vrVeE3HPu/b73vff8Bs8YeyhQe++115571Zp7zfmZWLt2LVxcXGBmZibQfJ6ennjy5Anc3NxQU1ODrKwsDB8+vBEJBAAqKytRXl4OtVrd4Frq6+vx/PlzmJubo0ePHujQoUOT/d+nTx/06tULHTp0QHh4ODw9PdGiRQt07twZLi4uqKyshK+vLyoqKrBx40b89ttvqK6uRmlpKb766qtGxzMwMBAcb2dnZyxbtgzjxo0TWMjs7Gw4OzvjypUr6NixI7Zu3YqHDx/i+PHjaNGiBVq1atXkdX6qBQsWoGfPnpBIJFi2bBkePnyIsrIy3LhxA6NHj0abNm0a7bN//374+vrC19cXDx8+RNeuXQFAXE9KSgpkMhmADzSec+fO/cN2aCgsAODq6gp9fX1hC5mZmaioqMCQIUMwefJkyGQyfP311wgLC8Pr169x+fJlLFiwQFCChg0bhkWLFuHUqVOwsLDAF198gZiYGKxYsQItWrQQfHJXV1e0a9cOZmZm6NChA3R0dBAcHIwHDx5g3Lhx0NbWxvv370UNinXr1iEwMBAODg6QSCT46quv8OjRI9y4cQP19fW4du0aXr58CT8/PwwbNgzZ2dlITEwESeTn52PcuHE4cuQIdHV1YWhoiCVLluDQoUP4+eefERQUJJCchw4dwg8//AB/f39oa2tjwoQJOHDgAFQqFVq1aoXOnTtj3bp1gsjVpk0bgfe1srJCeno6XF1dkZqaiqysLGRlZWHixImwsLCAi4sLHjx4AF1dXUgkEhw5cgRTp06FtbU1OnbsCH19fdy9excSiUTY39ixY+Hs7AzgQ92OfySVSoU3b96gtLQUcrkcCxcuhL+/v7Dlc+fOQSaT4fnz5/Dx8cFvv/2GZcuWwd/fH23atEFNTQ3s7e3Rvn17+Pv7o6amBvr6+n/67H2s0tJSVFdXIzs7G7Gxsdi4cSOuXr0qCDPDhg3Dpk2bYGVlhXv37kGpVCIzMxOfffaZqE/xxRdfNMm4f/36NdRqNX777Tfo6OggICAABw8ehFqtFoz/QYMGwdXVFQYGBg3a26FDB0gkkkbHfP/+PSwsLKCrq4s1a9bg0KFDCAsLg4mJCQoKCvDixQtUV1cDANauXSv269q1Kzp16oQXL16grq4Obm5uePr0qbCFGTNmYNCgQZBKpbh37x6+/PLLJvvr4cOHDWhoAwcOxNmzZwF8QPY21Q+5ubnYt28f1q9fj6NHj2LZsmUwNDSEnp6eQOx+qtatW6O0tBQhISE4efIkfv75ZygUClFPo6qqqsHndXR00KZNG7i7u+PLL7+EjY0N0tPTkZSUhCFDhghUaLOa9f9SzQ5As/5DDR8+HHfv3kVWVpbgfzfFZi8sLISZmRlatGgB4AP/+O3bt43whpp9m5qIfSxLS0t88cUXDbZ27doB+PClqPmCUigUsLS0xOvXr+Hk5IRXr17B2dkZrVu3RsuWLXHhwgXhAMjlcuzduxfAB15/y5Yt8fr1a8ydOxf+/v44cOAArKyscPnyZXEdGpmamqJv374CE3rr1i3Y2dlBS0sLurq62L59O1q1atXoOuRyOebMmYOSkhLo6urCy8sLO3fuxIQJE2BhYYGoqKgmrz8/Px/29vYwMjKCrq6umEC/efMGTk5O0NbWhoWFBRwcHBrg43R0dHD8+HEolUooFAqQFExqACCJ4uJifPvtt/jiiy/+tP9LS0tRVlaGjRs34sGDB3ByckJZWRl++eUXKBQK6OrqYufOnbh58yZIwsHBATo6OjA1NW3yePr6+rC0tERAQABKSkqQlJSEw4cPY/ny5di6dSuio6PRo0cPvHnzBgUFBVi9ejUCAwNhZ2cHHR0d9O/fX0zgIiMjGyFnJ02ahEGDBqGwsBBz586FSqXC69ev0bJlS+jp6WHixIk4duxYk7Y7duxYMakPCgqCvb09ysrKcO/ePXTs2BFmZmaiYJSWlpZgkDclGxsbREREICEhAZ07d4anpyfs7e2hpaUlbOH9+/fo3bs3NmzYgNWrV8PIyAj29vZISUlBdnY2TE1N4erqivbt22PBggU4fPgwtmzZgu+++w4lJSXIyMjA2LFjsW7dOhw5cgTr16+Hv78/jh8/jlOnTuHzzz9HdHQ01Go1CgoKUFFRgdTUVAwZMgTV1dWwsrJCfn4+9PT08NNPP+H69euQSqXIyMhA69atMX36dISFhWHatGkoKCjAq1ev8Pz5cxQVFeGHH37AypUrMXz4cGzZsgU+Pj4YPHgwdu/eLZj9+vr6mD17Nvbv3w8AMDQ0xMaNG7Fv3z6ByExOTsawYcPw22+/oaSkBAUFBXBycsLbt29hamoKpVIJtVoNU1NTFBUVwcnJCVVVVQgODkZ2djYUCgWGDBmCffv2ISMjAzo6Ovjss89QWVmJgwcPok+fPjhx4gQqKiqQl5eHoqIi3L59G7Nnz0ZRUZEo4PTPSK1W4927d+jUqRNu3bqFiooKxMXFYdmyZfjrX/8KT09PyGQy5OTkYMCAAQgPD8fMmTOhp6cHU1NT1NbWwsTERHD2z5w5g/Lycqxbt06cY82aNXB0dGx07qqqKtTU1CA/P19M6IuKimBiYoKKigqUlZVh3bp1iIyMxIwZM2BhYYEff/wRV65cQfv27dG9e3csX74carW60bF79uwJIyMjODg4iHGhT58+whYA4NixYwgJCcHmzZuRlJSEuXPnAgA2btwo6j4AH4qhnT9/HpWVlTA2NsbatWsxfvx4rFixAkOGDMHGjRvRv39/dOzYUfT9q1evxP4PHjxAVlYWBgwYAIlEguDgYIwbNw6XLl3CZ599huPHj8PU1BS6urp4+fIlFixY0Oh6fvnlF4wdOxbLli0Tz2hJSQlmzJiBEydO4PHjx03idvPz82FrawstLS189tlnuHnzJqKioqCrq4vKysomHQBDQ0MEBAQgJiYG5ubmyMvLw2effYbAwEC8f/++wUunZcuWQVtbG6ampti3bx/09PTQs2dPvH37tkGBymY16/+5/ucWH5r1r6BffvmFAJiSkkKSbN269Z9SgPr06SN+joqKapICdPDgQQJoREn4Z6RJAj548CCXLVvGHTt2MC4ujkFBQXz8+DGHDx/Oe/fuce3atTx8+DDj4+P59u1bkZClUqn49u1bnj17ls7Ozrx48SKdnZ2ZkZFBtVotsHWf5gyQHzB8rq6u3LhxIxcsWMCzZ89yzJgxrKmp4YQJE5oMFVGr1dTX16eHhwetra25Z88eKhQKFhQUcOTIkVSr1Xzz5k2j/V69ekV9fX12796dZmZm3Lx5M8PDw+nj48MHDx5w5MiRrKqq4sqVK5mSksKbN2+KECAtLS326tWLHh4ePH78OHft2sWhQ4eyW7duzMjIoFwuZ7du3fjs2TORAEeSEyZMoEKhaBSSEBcXR3t7ew4cOFDEcWtCgIqLi/nixQuRNKtZev9UCoWCUqmUXbp0oZ2dHa2trXn69GmOHTuWOjo6HD9+PK9cucIDBw4IDOjr1685YsQIymQyLlmyhGlpabxy5QpJsqCggHV1dQ1CgBwcHGhlZSV+fvz4cYMQoA4dOvDq1au0s7NrEAJkY2PD69evs7i4mJMmTWJNTQ3Hjx9PpVLJkpISxsfHMyMjg+SHRPemkjQ10tfXp0Qiobu7OwGwffv2NDU1ZY8ePaitrd3AFuzt7RkbG8vAwEDq6uqyd+/e7NKlC0+fPs2oqCiGhoYyKSmJFhYWlMvldHNzY1paGtetW8clS5YwMzOTzs7O4lpqamp46NAh7tu3jwsXLuS9e/eoUqlob29PpVLJuLg4Xrp0ie/eveO0adP49OlTjhkzhgUFBQwMDGRlZSXDwsL45s0bTpgwgTk5OayoqOCCBQtYVlbGsrIy1tTUcOrUqczOzqZarebbt2+ZmprKxMRETpgwgW/fvmVubi4DAgL46tUrzpgxgxUVFZTL5fT29qZMJuOzZ884efJknjt3jnFxcSwtLeWsWbP44MEDDh8+nGlpaZw3bx4PHjzIffv2ccGCBUxNTeXw4cP56NEjenp6cv78+dy0aRNdXV2ZnJxMMzMzPnnyhN26deOwYcMYEhJCFxcX3rhxg5aWlsIWzMzM6Ozs3MC+s7Ky/vR+1tXVcdy4ccIWSPL9+/dUKpUMCAhgenq6wMXu2bOHR48e5axZs/jw4UMOHz6c9+/fp7u7O1esWMGwsDAR/+/t7U1ra2uePXtWtMPV1VWEQZEfwt62bt3KyspKgWX19/enWq3m3bt3uXDhQsbExPDw4cOcM2cO09LSOGjQIEokEoG7dHZ2ppmZGW/evNmk3UZGRoocJE0IUGZmJrdu3UqZTMYBAwawV69ezMjIYI8ePWhqasr27ds3mQNQU1PD0tJSlpeXc/Hixbxz5w7VajVtbGwE0nPHjh08efIk3dzcGoUAVVVVsbq6msuXL2d1dXWDHIBTp04xPDycwcHBNDAw4OPHj2lvb9/oejTjQkZGBufOnStCgDS2YGVl1WQIkOY7wt/fn+Xl5ezZsyc3b95MZ2dnnj9/vsnwqXPnzvHp06d88+YN1Wo1TU1NmZKSwi5dunD27NmUyWTis5o8nXnz5vHFixfcsGEDc3NzBfbV3t6eOTk5zSFAzfp/rmYHoFkk2eQEtra2ll9++SUNDAwEM3769Ok0MDAQiagkeenSJQLgjh07xO/y8/P/tA6Ara3t/6c6ABrG/bZt27ho0SI+efKEXl5eLC4u5oABA3jr1i2uX7+eoaGhtLe3b4QB1XzxWlhYUFdXl7a2trS3t+e4ceOYnJzMI0eONDq3Bg+3d+9eSqVSWllZ8fXr16yvr+fLly85c+bMRvuo1Wra2dnxzp07nDlzJjdt2kR7e3sWFxezsrJSIC4/Vbdu3WhsbMzMzEwCEJM+DZKzvLxcTIBra2u5bt06Jicns6qqSmyPHz+mmZkZjY2Nee3aNXp4eAicZGZmJmfPns2amhquWrWKeXl5rK6uZn19fYNjVFVVcdKkSczNzaVUKqWNjY1wADTJppoJtYZ2dOfOHR46dKjB9TTlWFhaWjI/P1+QPSZPnsxjx47x0KFDnDp1KsvKylhRUcHu3buLpNTIyEg+ePCggT192t5evXoRgED+SSQSrl+/nnPmzKGlpSV1dHREzO748eO5f/9+Hjp0iHPnzmVOTg7d3Nz45s0bjhs3juSHic3cuXNZWFjI6upqkh+Y4QsXLmx03z5tS3BwcINr1thCUFAQV6xYQXNzc+rq6rKwsJCWlpbMyMigubk5W7ZsKWxMR0dHYBinT5/Offv28cSJExw/fjzz8vLYpUsX5uXlcfr06Tx9+jSPHj1KuVzOAQMG0MnJiQUFBRw/fjyvXbtGY2NjpqWlsWfPnpTL5SwuLqafn5+owaBQKIRT4O7uzrq6OiYnJ3Pr1q3ctGkTs7OzWV1dTTc3N1ZWVnLKlCnCFuRyOQcNGkSFQsE2bdoIB+DQoUO0t7dneno6PT09KZfL6eHhwdTUVG7YsIHr168XbSouLqa3tzfv3r3LVatWMTw8nMnJyfTx8aG2tja7devG1NRUSqVS7tmzhwEBAbS2tqa2tjbd3d355MkTGhgY0NjYWGA3tbW1hS0A4OLFixvcoz+Tn58fa2pqxD2/c+cODx8+zJCQEL5584ZVVVV0d3dnVlYWFy5cyH379olE0B49erC4uFg8L0eOHBH0HM2mra3NMWPGNLIZzURd41QfPnyYycnJHDduHAsLC1lTU8OBAwcyKSmJGzZsYGhoKFNTU9m7d29KpVLm5uZy4MCBAkkMgNbW1lQqlY2uUaFQcNiwYZTL5ezatSuzsrI4e/Zs7tmzh7du3RI5Ox07dmR2djaHDh36p+0lyRs3bvDkyZOcNGkSCwsL6eHhwcLCQlpZWVEqldLY2JhmZmZMT09vcAyN06Oxhbq6ukYOgImJCSUSCQGI8fpTjRw5UtiXTCZjcnKyyO2xsrJiQUFBo302btzI58+f08fHh2VlZSwvLxcY1ZCQEFpYWPD9+/cN9rl79y63b9/O+fPn882bN/Ty8qKWlhatra0JgEZGRo1ySzRI3cjISIaFhfHx48fs3LkzFQoFHRwcGuUA/OUvf2l2AJr1365mB6BZJD984fXp04crV67k7t27uXr1alEAZdOmTeJzeXl5NDc3p7OzM7du3crw8HCamprS1dW1UbKUhgw0bdo07t69m4MGDRJv8P8r0jgA8fHxnD17Nnfu3MmEhAQOHTqUxcXF7NChA1+9esXAwEAePHiQp06dolwuZ319PVUqFbt3707ygwOwe/dujhw5kgBYXl5OhULBnJwczpkzh7t27WpEcXjz5g21tLQYHh7OmTNn8uHDh3R3dxe4v4cPH3LVqlUN9lGr1dTW1uaoUaMYFxdHqVTKmzdvsl+/fpTL5bSxsSH54cvhY4eoTZs21NLSEjjJj9/6tm3blgqFgt27d+ejR4+4du1agSf8WC9fvmRQUBA3bdpEiURCIyMjlpWV0dnZmS9fvqSJiQl37drVAHHZsWPHRn0+fvx46unpsaysjI6Ojnz06BFDQkIYERHB5ORk9urVizU1NVQoFHz9+jUXLVrU6G2jxgEYO3Ysd+zYQeADOtPZ2VnwzwMCAhgXF8cjR45wwoQJNDc3Z3V1NSsqKjh69GjeuHGDhw4dYn19PWtra+ni4tLkW81+/fo1QB6OHDlSOG1paWls27at4LD7+/vz+PHjPHToEJVKJfv06cOKigpRE2LJkiWMiYlhcnIylUol6+vrBYL1UyxoU9Iksufl5dHQ0FDw5rW0tCiVSqmrq8vnz5+Lt9K9evXixYsXuWHDBs6ZM4fPnj2jtbU127ZtK5ykAwcO0MDAgEZGRiwqKqKVlRU7derEp0+fctmyZVyzZg1NTEz46tUr1tbW0snJiTk5OZw7dy43b94snEiZTCYc8aSkJEZHR3PhwoXMzs6mUqmkQqGgu7s7nz59ytWrV3PFihXMzMykq6srZTIZPTw8+OjRI65cuZIbNmzg/fv32adPH5aXl4sJ49y5c7l9+3ZeunSJfn5+fP/+PTt27Mjc3FxOmzaN+/bt4+nTp8VEvaKigi1btuSwYcMYFxdHiURCY2Nj4aC2bNmSPj4+PHnyJKVSKa9fv04PDw++f/+eJiYm1NHR4cSJE7llyxbq6Og0QHwaGRlxxIgRTb7N/VQfP08ymYxDhw5lbW2tQFz6+fmxrKyMcrmcPj4+ot5BXFwcR40aRWNjY5qYmDA/P59GRkYMCQlhWFgYdXR0hC0A4MCBAxudu76+nq6urmLMUqlUXLBgAXNzc1lfXy/6b8qUKTxw4ABPnTrFsWPHUltbm2VlZTQ1NaWWlha1tbUpkUioo6NDAI3G5t27d/PmzZtUq9VUKpWUyWTs0aMHk5OTBTtfM0nVrCo2lQxLkpWVlRw3bhzr6+sZERHBO3fu0MvLi9XV1dTX1+fAgQN5/vx5btiwgbNnz2Z+fn6jY2hWqDTPmcYB8PPzY21trSjupsGANkVLqqmpYadOncSLgOTkZGpra/Ps2bP08/Ojvr5+o3GytraWAQEBLCkpobW1NcvLyzlo0CAeP36cUqmUt27dajTOqNVqRkdHi/oWCoWC2tradHNzY2JiIgEwISGBJOnp6SkocR/XhNDUt9Cc09fXlwkJCYyNjeXUqVN5+fLlZgegWf/tanYAmkWSPHz4MPv27UsrKyvq6urS1NSUffv25alTpxp99smTJ+zfvz+lUilNTEw4duzYBpVgNaqrq2N4eDgdHByor6/PL774ggcOHPgvt1HjAAwaNIgXL17ktm3bGBISwtTUVPr4+PDVq1ccMWIEExMTuWHDBoaFhbFLly5NYkAB0NHRUZBbBg0axNzcXLF8q/my0yz9v3nzhi1btqS1tTVtbW0plUpZWVlJb29vlpaW8vnz5w0qIZMfvihsbW2ZmJhIU1NT7t27l/PmzeOTJ0+oVqvZr18/lpeXMy0tjcePHxf7tWnTRlTabMoBUKlUzMrK4vz586lQKLh+/fpGoQwFBQW0s7NjeHg4R40axTt37rBv377Mzc0VXz4ymYwbN27k69evxXV+qoqKCvr5+VFbW5udOnVqEAKkwYBqKsCqVCrxVrWyslKEXjW1AtC2bVvq6uoyNzeXTk5OTEpKYnh4ONetWydCcry9vVlXV8fy8nLW1NQITKAGT9mU+vXrx6ysLDHxMTIyoo2NDXfs2MHp06dTT0+Pr169oq+vL5OTk9mmTRseOnSIISEhTE9Pp7e3N1+8eMHp06eLc1ZWVnLs2LGipsTHhI+qqqo/nVR+SrJq06aNmCCsW7eOI0aMIAC+fPmSnTt3pkQiob29PS0tLRkfH08vLy+6uLgwNzdXhAAFBwczLCyMycnJtLe3F9dy69Ytrl69muvXr2diYiJHjBjBV69eccCAAbx37x5DQkK4detWJiQkcOzYsczNzaWPj48IAZLL5Vy+fDnv3r3LgQMHMi8vj8OGDWNFRQWvXbvGI0eOsLa2lqNGjRJvwKdMmcKqqiru37+fV69eFTb98uVLjhs3jvHx8YyOjhYhXP369eOrV684atQoXr16lZs2bRJhbIMGDaKhoSHLyspoaGjINWvWCFsYNmwY9fX1mZOTw7Zt29LExIS7d+/mqFGj2L59e2FHmvAUS0tLmpiYsG3bttTR0aGRkREfPHhAAFy9enWT90pjpwqFgiEhISwpKWnw7C9ZsoRRUVF88OABy8vL2a9fPxYXF7OwsJCTJ0/mvn37aGtry5SUFBYXF7Nr165s27YtL168SDMzMx48eFC8UQc+4HqbWjXUqKioiGvWrOHJkyeZmpoqVv00oXGJiYmMiIhgWFgYb9++TQcHB4E0dnJyEi9uhgwZ0qQDIJPJGBwczKKiIg4cOJByuZxeXl6CCDV//ny2bduWOTk5NDEx4aNHjzh69OhG7ayvr28wdkRERPDu3buCCGVpaSnqZGjsuilGvlwup0Kh4Jw5c1hVVUVzc3NWVFTQycmJy5cv56pVqwh8wIZqaWk1iQHt1q0b5XI5X716xUmTJjE5OZkWFhY0MTHhzZs3aWNj08gBiI6O5q1bt6hWq9mnTx/Rf6ampoyNjeXQoUPF6rjmOtPS0rh9+3YuXryYaWlp7Nu3L3V0dNi+fXvxHaFxADQqLS3lyJEjBQbU39+fJSUlAm87cOBAXrp0SYQFXr16tdkBaNZ/u5qTgJsFAPD390dCQgLevn0LlUqF0tJSJCQkwNfXt9Fnv/jiC1y4cAEymQxlZWUiefZTaWtr46effkJubi6USiWePHmCsWPH/n9u69ChQ3H79m3o6urC1dVVkCbCwsIwc+ZMJCQkwNzcHM7Ozti/f3+TtAoAWLx4MWxtbeHv74+NGzfC0NAQlpaWiImJQX5+PgAgNDRUJI716NEDq1atQkREBDp16gQA2LRpE5YvXw49PT1MmzatUYJhaWkp1qxZAx8fH6SkpGDMmDGYOHEiVCoV1qxZgy1btsDNzQ3Dhg1r0DaFQoEVK1Y02e66ujr88ssvmD17Np49e4Y+ffqIBFmNzMzMsGHDBuzfvx9v3rxBv379cOrUKXh5eSEiIgJubm5ITk7GggULYGtri1WrVqG+vr7RuaZMmYIZM2bA0NAQ0dHRTbYnNDQUERERqKiowC+//ILS0lLExcU1SD7+VKtWrcKUKVPQrl07dOnSBVu2bIGLiwucnZ2xY8cOTJ06FRcuXMCdO3ewY8cO5OTk4MCBA5DJZIiJicGLFy/+9NgdOnQQiXuenp5Ys2YNNmzYAC8vL0ydOhUdO3bE4sWLceLECUyfPh0A8MMPP2DHjh04d+4c1q5di4ULFyI3Nxd3797F0aNHsXXrVkgkEqhUKmzevBkymQzv37/HmTNnUFpa+qdt6dOnDwwNDQF8IEmtWbMGDg4OiI2NRVFREVq2bIklS5Zgx44dcHJywqZNm7BixQrs2bMHpqam+PXXX7FkyRKRzHrp0iVoaWnhxIkT+Prrr8W1nD59Gg4ODrCwsEBCQgJmzpyJsLAwrFixAocPH4arqyv09PRw69YtBAYGYs2aNdi8eTOkUins7Oxw4MAB+Pv749KlSwgNDcWaNWuwc+dOTJ8+HW5ubsjPz8elS5cEbUgikWD48OGIjo7G999/j9jYWLx//x6RkZEIDw/HxIkTkZqaCi0tLXz55Zf4+9//jtWrV2PVqlUICgrC1atX0apVK7Rr1w5xcXEICQnBqFGj8PTpU8yaNQsqlaqBLfj7+8PLyws///wz+vfvj/v37+PNmzfYtWsXDA0NsXr1amzYsAEAMGLECPTt2xc///wzTExMUF1dDTc3tz+9RxplZ2fj0aNHWLNmDczMzLBs2TKo1WooFApMnDgRrq6usLCwQFhYGE6fPo3OnTtDIpHAzs4OtbW1iIiIwPHjx+Hg4IDo6Gi4uroiICAAS5cuRUJCQgN6lJmZGebPn99kO549ewZjY2NMnDgRPXv2RPv27bFt2zbcvXsXoaGhmDlzJi5dugRTU1M4Ozvj5MmTePfuHXx9ffHNN9+IcWPBggU4depUk+dISUnBDz/8gOrqapw5cwZPnz5Ft27d8Pr1a+jp6cHCwgI7d+7EV199hf79++Orr75qku5FEqtXr0ZNTQ3evn3b6O/ffPMNxo4dizlz5mDUqFHYtWsX3rx50+hzjx49QlxcHNatW4eCggIMGTIEb9++FQQfjbZs2dJoPH///j1kMhn69++Px48fY/Xq1QgJCQEAjBw5EsHBwfD19UX37t0FbUcul6O4uBhDhw7F6dOnkZycjPPnz+Obb77BypUrMWDAANy8eROlpaWQSCQgiZUrVwIA2rVrB5IIDAzEqVOnsGbNGhgZGWHTpk3o3r07xo8f32SfN6tZ/9uk+z/dgGY16z+r9PR0dOrUCUqlEkVFRfjLX/6Cq1evom/fvkhOToaTkxMUCgVkMhmGDBmCtLQ0tGrVCleuXEHfvn3FcX788UcAHyawJ0+ehLOzM6ysrKBSqQTN5rvvvhOfP3/+PFq2bImysjKkpqYC+IARzMrKQp8+ffDbb7+hrKwM7dq1w61bt9CzZ08YGBigZ8+eOH36NIyMjMSxSMLPzw/Z2dl4+PAhunTpgkePHgk8oZ6eHr755hucPn260fWfPn0aGzduxI4dO/Ddd99BR0cHFRUVMDY2Fp95+/Ytdu3ahb/85S+wt7dHXl4eDh8+jLlz5+Ly5ctYuHAhHB0d8eTJEzg6OmLAgAF/iqK7cOECVCoVzp07h6ysLOTl5QlU34ULF7B161Y4OjoiKysL1tbWKCgowMSJEwEA586dQ9++fbF69eoGx1y6dCkWL14MfX199OnTBzdv3hR97OHhASsrK2hpaSExMRG9evWChYUFVCoVKisrkZqaitu3bwsnrCnp6elh5syZiIyMRKtWrfD5559j0qRJ2LZtG5YsWSLIJGfPnkW7du0QEhKCTZs24cKFC/D29sbvv/+O/v37w87ODkVFRZBIJIiPj0f//v3x7bfforKyEm/fvsXo0aNFH/Xv379BHw4cOBAzZszAyZMnUVRUBD09PUEvMjExgaOjI16+fIl+/frBx8cHkydPxi+//AJHR0f8/vvvWLt2LXx8fLB9+3bY2Nhg1apV+OGHHxATE4PvvvsOfn5+6NChA4YMGYKIiAiUl5dDS0sLTk5OSE5ORp8+fTBy5Ehcv34dkydPxvDhw2Fra4vU1FT06dMHp0+fhrOzMz777DMolUo8ffoUM2fOxBdffIHnz5/j6NGj8PDwwG+//YZWrVohIyMDpaWlCA4OxtGjRwX568iRI+jSpQsuXryIgoICeHt74/79+7C2tkZtbS0KCwvRpUsXXL16Fd9++y1SUlLg4OAAhUIBhUIBFxcXDB48GBERERg6dCjWr1+PP/74A69fv4aHhwfGjBmDiIgI/P7777hx4ways7Px7t07eHl5YcKECaisrISXlxf+7d/+DS4uLsjJycH58+dx/PhxLF68uMFz179//0a2olQqkZaWhm7dugEAUlNT4eLigu+++w51dXUNbOHYsWNwc3MTVKgWLVrA3t4eCoUCR48eRc+ePbFixQp4e3tj/fr1yM3NRWZmJmJjYwF8mJRv3boVxcXFmDFjBuLj4xu0hSQSEhIwceJEZGZmIisrCy4uLujduzeuXbuG6OhofPXVV4iJicH58+dRUVEBiUQCqVQKHx8fXLhwAfn5+Y2eNx0dHahUKqSkpODzzz9H27ZtUVZWhkuXLsHW1havXr1C165dkZeXhxYtWqB169YICgpCcXExfHx8cP36ddE/n+q7776DQqHA8+fPG/z+t99+Q//+/XHz5k3cv38fxcXFTToJ5eXlMDc3F0jSt2/f4ptvvsH333+PkydP4v79+9DV1RXP1LJly7Bv3z6x/+vXr2FpaYlvv/0WV65cQZ8+ffD777+juLgY27dvx+zZswXFrb6+HomJiejcuTNyc3NRV1eHzz//HElJScjPz0dAQABCQ0Ph5eWFPXv2YMmSJdDT0xPnBj4QizRULxcXF1y5ckVgkTVjgQYv+/H/NTp//jz++te/4ty5cwgODsaZM2fw7bffCgRq586dcfv27Sb7ulnN+r+p5hWAZv3LSa1Wiy/guro66OnpQalUwsDAALW1tdDT0xMTu4950eXl5Th8+HCj402dOhUzZ85ESEiI4ERr/v30bZOOjo74MtLI0NAQQ4cOxeHDh9GtWzdYWFhAX18fWlpaKC0tRWhoKNRqNVQqVaNza2lpiS8YPT09MYFUKBQCdaeZqJ04cQIbNmzAtGnTRD/cvHkT165da3LyfvXqVRgaGiIlJQWvXr2CgYEBSkpKsH37dnz11Vc4ffo0dHV1ERUVBblc/qf9rVQqUV9fD6VSCR0dHWhra+Pvf/877t27h7lz56Kurg7R0dHYunUrdHV1xdv3X3/9FUqlErq6uli2bFmDLS4uDqGhodizZw9mz56NlJQU5OXloby8HP369UN4eDhWrlyJoKAgrF69Gtra2iCJ+vp66OnpYcGCBeKN73/Ubk9PT1haWqJ9+/bo0qULZs2aBYVCgbVr12L58uVN4kStra0xYsQI7NmzBzo6OpBIJNDS0sKUKVNAEm/fvsW9e/fg7u6Oq1evireEn8rLywutW7fG1KlTsWzZMvz4448IDQ1FQkICjh07hoiICOTn5zeor5GUlAQtLS306dMHP/30E7Zu3YopU6bAzMwMgwcPxt///ndMnToVx48fx8iRI1FbW4u1a9fijz/+gKOjI+Lj44WjIZFIUFpaiiNHjuDLL7+Evr6+QI22aNFCvLW9ffs2fH19sXfvXlEzoq6uDuvWrUO/fv3w9u1bvH79GgMHDsSaNWswd+5cLFu2DL6+vnj+/DkqKyvxzTffYMuWLZgzZw6mTp0KlUoFXV1dHD9+HDdv3oS+vj5qamowc+ZMjB8/HuHh4SApnl8tLS0YGBiI50GlUmHv3r1IS0vD3/72N8yYMQMkBR5UrVZj48aNCA4OhlQqxfz587FlyxbU19c3uKef2p2np2ej+6Q5Z05ODjIyMqCrqwstLS20aNEC27ZtQ1BQEO7fv4/z589j/Pjx2Lt3rzhHRUUFkpKS0LJlS3zxxRc4fPgwCgsLsW/fPsyePRva2trQ09NDUFAQ3N3doVQqm0RRarRhwwb88MMPOHr0KNq3b4/6+np88cUX0NfXF3VVNCtBZmZmcHZ2xu+//473798LO2rXrl2j69aMWfr6+tDW1sbZs2fx8OFDzJgxA/Pnz8fs2bMxf/581NXVQUtLC9ra2tDR0UFMTAymTZvWYJz6WOHh4dDX1wdJgRrdvHkzFi5ciFmzZqFFixaor6+HSqWCSqVqEqmppaWFK1euwNraGp07dxZjeVFREc6cOQMnJye0adMGHh4eACBWWMvLy3H58mW4ubmhTZs2WLx4sbiOmTNnQl9fH2PGjEF6ejpycnLw448/giT09PTQunVrtGrVChYWFvjjjz8wbdo08R2gsaGpU6fi6tWrgun/6TO+a9cuFBQUQKlUQiqVYtu2bY2uTTN2AB9WXfLz81FaWor+/fsjPDwcc+fOxU8//YR/+7d/Q2ZmJmQyGbp3797k91SzmvV/W80OQLP+5fTll18iNzcX2trasLOzQ0pKCr7//nvExcXh22+/RXp6Ov7617/ip59+wo8//ojg4GDxxr1nz54NjnXp0iVIJBLMnDkTu3fvRkFBAerr6/Hu3TuEhISge/fumDJlivj8nTt3GhX8qq2thVwux8yZM3H8+HHk5+ejZ8+ewonw9PTE6NGjkZSU1Oha5HI5kpKSxCReKpU2+LuPjw/69OmDqKgoeHh4ID4+Hmq1Gnp6evjyyy9RWlqKUaNGNVmDAABu376N7OxsxMfH48KFCxg5ciSePn2K+Ph4SKVS1NXVYezYsfjjjz9EzYBNmzY1OMa2bdtw69YtbN26Vbwx9vb2xvLly2FqagqSOHnyJMaOHYsRI0YInnnfvn3x/fffN+mcnD9/HjKZDEeOHIGdnR1+/vlnvH//Hl26dMH06dPx66+/YsyYMZg9ezYWL16Ms2fPYsyYMdi5cyc6duyIH374Af/2b/8G4EPoxqVLlxocX6VSYfv27cjNzcXNmzdx/fp15OfnIzExEVu2bEFcXBzs7OwavdXU1tZGt27dEBkZiW+++QYvXrxAQUEBFAoFEhMTxXk1k5EvvvgCUqkU33zzzX+5mM/hw4chl8tx+/ZtbNu2DSkpKXj27BkA4OjRo9DR0cG3336LCxcu4NatW4iKisIvv/yCNm3aYPjw4YiLi8PVq1eRkZGBzz77DNu3b8e6devw3XffwdDQEF999RWMjY1RU1ODQYMG4ebNm9i3bx/8/PyQmZkJX19fPHny5D+sC/GfkUQiQY8ePZCXlwd3d3f07NlTOBnV1dUICwvDkiVLEBkZCSsrK6SmpkImk+HkyZM4deoUduzYATMzM0yZMgV9+/YV9zYhIQF79+7FF198gS5dugAATp48CaVSCaVSiVOnTuHZs2e4cuUKACAuLu4fFhysq6vDggUL0LVrV1hZWcHW1hZXrlyBUqnEoUOH4OfnB5lMhry8PJDEu3fv8Pe//x1BQUG4cOECVq9eDT8/P6xbtw7Xrl1DVFQUfvvtNxw4cADAh8n6jRs3cP36deTl5SEqKqpJJr9Gw4YNg1qtxr59+2BmZgYtLS0UFxfj7NmzGDx4MKZOnYqjR48iIiICMplM1FAAgCNHjqCiogLHjh1r8thqtRpnz56Fubk5Ro8ejRcvXkChUOD69euYPn06Dhw4gIiICKhUKhQWFuLt27c4evQo6uvrUVFRgcuXLzc65qhRo/DXv/4VP//8s7Afb29vJCYm4saNGzh69CgsLS3x9ddf49q1a5g+fXqjcNGSkhLI5XIcO3YMNjY22LdvH77//nu0atUK7u7usLe3h7OzM3JzcwFAjE8GBgZwdXXFhQsXkJ2d3eCYNTU1uHTpElJSUpCeno64uDhYWlpCW1sbX3/9NYAPtWg0YYALFy7EpUuX4O/vL8aFpKQkvHz5EgAQGBiIr776CqGhoY3u19ixY6FSqZoMt9L0HwA4ODjA2NgY9+/f/9P736xm/T/V//Osg2Y1678oTRLwgAEDeOnSJW7bto1LlizhgwcP2Lt3bxYUFNDBwUGw3/fu3cvAwEC+ePGC9fX1rKys5IwZMxrwtx0cHKinp8e8vDyOHTuW586d486dO1lbW8vKykrW19ezvLycb968IQAuW7aM06ZNIwBWVlbS3NycJSUllEqljI6OplwuF6QQTfKrRCIRjPq7d+/Sw8NDUIDUajVlMhkVCgWVSiUnTZpEbW1t0T6pVMqIiAjOmDGDtra2fPnyJc3MzFhRUcHAwEAeO3aMCQkJgteu0cuXLwmA69ev55gxY2hvb09dXV3KZDK6ubnxypUr3LJlC5VKJadOncpXr16R/JC4rUEfkhSJqm3btiUAkQRsbm4uWPrdu3dnXl4eJ06cyNTUVB47doxhYWEsLCwU6NdP5evrSwAsKCgQKNbQ0FCuWrWKly9f5uDBgwUjW6VS8cyZMzx16hSrq6upVqtZXl4ujlVbWyuoIP369RPJv+np6aIf9+zZwwEDBtDR0ZEGBgbMzs6mgYEBLS0teejQIY4bN47FxcW0sLBgVVUV+/btS6VSyaioKF66dImjRo2iXC5neXk5i4uLuXTpUp4+fZq3b98mSQ4YMEC0a968eU3ab0VFBQFw+vTpXLZsGQHw4cOHNDExIQDq6+sLlODRo0fZrVs30UcODg4cNmwYIyMjuXfvXk6ePJm6urp0dXVldnY2BwwYwGPHjvHgwYMcOnQo09PT2a1bN7569Yp2dnY0MjLirl27OH/+fD558oQWFhaUyWTs1q1bg8TPnJwc2tvbU6FQsHPnznz06BHDwsK4fPlypqens2PHjlQoFHRycmJWVhYXLVrE9evXMzU1VSR+6ujocPTo0SIB9saNG/T29qazszPz8/PZtWtXpqamcsmSJVyxYgXv3btHOzs7amlp0dHRkQMHDuTRo0dpYmLCNm3aMDs7m0ZGRiK5tWXLljQ1NeWpU6fo5ubGvLy8BsQfzWZnZ9eAx96U6uvrWVFRwZcvXwraWXV1Nf38/ERdkDFjxlAmkzEqKopJSUkcP3488/Pz2b17d2ZkZHDOnDncuHEj9+3bxwkTJlBHR4evX7+ms7OzSOb8eNPT02NOTk6TFKBevXqxrq6OlZWVTEtLY1RUFBcvXswHDx6wrq6OFhYWLC4u5rBhw7h//37GxcXRx8dH2AkADh06tMlrraurY1VVFe/evcsTJ05w6tSpzM/PF2PniBEjeObMGZqamvLMmTMCqfv69WsCaDIJuHv37uK4SUlJjImJ4ezZs6mnp0e5XE4tLa0Gdm1tbd2o9kltbS1jY2N54sQJTpo0iS9fvqSXlxdzcnJoa2srqEqf3luNFAoFa2tr2a1bN8pkMlpbW7OgoIBjxozh+vXrxed1dHSoVqtZVlbG+fPnkySXLVvGjIwMdujQgbW1tWJc+LimSFFRkUjCrqyspFKpZHR0NC9evEh/f/9GtRHwEQVIg6AuLS2lgYEBw8PDOX/+fD5+/Li5DkCz/sfV7AA0619GH2NAZ82a1QAD+u7dO4EBnTBhAvfv309DQ0M+ePCA9fX17NChA+vr66lUKnn+/HkaGBiIrWXLlgL/dvXqVe7atYtz587lmzdvqFKp2KlTJ+EA6Orq8syZM+zXrx9LS0tpa2vLt2/fcvTo0aytrWVdXR3r6+tZU1NDlUpFAPTx8eHx48cJgLdv32bPnj1ZWVlJqVQqJgH79+/n7du3qVKp6OTkRGtra75+/Vq08cyZM/T19eX79+9pZmbGsrIyDhs2jGq1muHh4UxLSxPoQPL/OAC6urrCodBQJ7y8vHjjxg1GRkZy2bJlTE9Pb9BHarWadXV1rKurEw5AWVmZON7SpUsZFhbGGzduCPRjdXU1vb29eePGDW7fvp1qtboBBehTaRwADerUz8+Px48fp0QiYWpqKjt16kS5XM6ysjIOHTqUly9fZkxMDOfOncv8/Hx26tSJlZWV9PX1JUnR776+vpRIJDQwMKCpqSn19PS4fPlyLlmyRPRDWVkZJRIJBw0axKNHjwoHQENOqq2t5bNnz7hw4UJGRUXx5s2bVKlUrK2tZceOHQWeUbPV19eLa9Tcg6YwoZWVlQLh2bJlS3FvdXR0+P79e3br1o0JCQnCgdHR0WFxcbHAmo4dO5YxMTE0NDSkrq4uCwoKKJFI2LlzZ6alpdHQ0JAHDhzg6NGjWVBQQCsrK7Zv314UrNq4cSMNDAyYm5tLKysrQbFKSkoSDsCzZ8/YoUMHVlVV0cPDg2lpaVy1ahVDQ0P5+PFjurm5saqqip06dWJGRgYXL17MDRs28M6dO+zRowcrKytpbW3NZ8+eccaMGdy6dSsNDAwE0rSqqooGBgacOHEi9+3bR319fRobG/Pt27c0MzPj69evqa2tzZCQEIaEhFBPT48GBgYsKyujra2tKOqlq6tLAwMDamlp0cDAgBYWFmLytmXLFs6bN69B/ZJPpVarxb3y8vKiSqWiWq3mli1beP/+fapUKiqVSrq6uorJmUql4uzZs5mdnU0XFxeWlZWxX79+TEpKolQqpZ6eHh89ekR7e3uB49TX1+fixYu5ZMkS6unp8e3bt7SwsKCZmRmHDRvWwHY1SE4XFxe+evWK8+bNo0qlYk1NDYcOHcqKigpWVFTQy8uLycnJlEqlYoxzcnKigYEBnZycmmT+19XV0c3NTTzbW7ZsEXbt6OjIyspK9u7dm0lJSVyzZg0XLVokSFoGBgbs1KmTOO769euZmZlJtVpNhUJBDw8PZmZmcvny5YyIiOCNGzcEfU1jC4GBgdy8eTMBiJcNKpWK7969Y1BQEFUqFZcuXcr09HSqVCqampqyS5cuVCgUPHLkSIPxuqqqSoz1S5YsERhlb29vVlZW0sHBga9evaKBgYEYr729vQlAjEuaZ3TZsmV89OgRu3TpQjMzM757905M4nfu3MnRo0ezqKiIKpWKMpmMw4cP561bt7h161bOnTuX2dnZlMvlNDQ0pIGBAQMDA7lv3z5euXKFarWaXbt2pVqtZnFxMUeNGsVDhw7x4MGDHDNmDAsLC2lnZ8fS0lL6+fnx4sWLjImJ4bRp08Q40OwANOu/U80OQLP+ZaRxAHx8fHj58mWxAvDw4UP27NmTb968oa+vLy9dukRjY2OeOHFCFHjRfHlOmjRJ4CQ1qqurY8+ePXn37l1OnjyZ27Zt4+XLl6lWq8UbuUePHjV6y+Pg4MA3b97QxcWFjx8/5ooVK7h161YmJydzwIABTeIvNV+IGs597969xRtsmUzWZIG0gwcPMiYmhpMmTaKOjg6lUqlwADTFn6qrq1lXV8du3bqxrq6Od+/eJfCh+qmGO962bVtRoM3a2pqRkZGUy+UMCAhgXl4e6+vrmZ2dzXnz5jEhIYHXrl0TDoBm69u3L0+ePEkTExNaW1szKytLXMvHDgBJ9u7dm9XV1aL+wsf6eAVAM8lYvXo1g4ODaWNjQ11dXXbs2JF5eXkMCAjgmTNnuGfPHtbW1ooJ7scrC8ePHxfVqj+WBqX68ebk5EQdHR1RIGrr1q2cMWOGmFQ7Ojqyb9++TExMFPjQ/Px82tjYiOJJiYmJjI2N5bp165iWlkZvb2+qVCpWVlYyKyuL27Zt+6ds2tPTs1H7APDYsWNiBUBLS4v29vaUSqU0NzdnTEyMWOnQXEtgYCD37NlDc3NzSqVS2tvb882bN9TR0eHYsWN55MgRmpmZ8cqVK/Tw8KCjoyPNzMyYkZFBa2tr4QDY2toyLy+PpqamfP78OadPn87t27dz9+7dDAwMZE5OjijeppnER0ZGctasWczMzGTXrl2pra1NW1tbGhoaMjo6mhMnTqStrS21tbXZtWtXPn36lFKplBs3buSMGTN4+/ZtsQJgb28vJvQAeOXKFXbo0KFR/0RERIjq15qtR48e/1Sfk+TMmTMbrAxqxgWFQsEZM2YwKyuLXl5erKioYG5uLmfNmiVWAHr16sW8vDx6eXnx8ePHAgOKf0e96ujoCLv+ePuzyVxsbCwfP35Mf39/FhYWUqFQcOTIkZTJZNyxYwetrKzEGOfk5ERdXV3hXMXExIgVAM3W1ApARUWFWM2Qy+XcsmVLg5oQFhYWwhZMTEwarAA4OjqKFYCamhrhCPj6+vLdu3esqqrihAkTKJfLGRERQWtra+rp6Yn9Pt00DoBmXEhNTeX69eu5ePFiZmVlsW3btnzz5g3t7e0JgHPmzGmEMdWsOiQnJ/PEiRMMCQlhRkaGWNlyd3fnmTNnGp1b8/xmZmZy3bp1DAsLEw6moaEhHRwcGu1TVFTE7t27s6Kigmq1mhcvXqSpqSlv3rzJXr160cnJqcmaJJqV1draWg4YMICJiYk0NjamsbFxgxcyzRjQZv1PqdkBaNa/jDQOwP79+xkaGsodO3bw2LFjnD17Nu/fv88xY8YwOTmZXl5enD59OsePHy/e+AYEBPDly5csKChoVIisvr6eaWlp7NWrl2DGh4aGsqSkhDk5OaypqRFvkJycnMTE8fbt2/Tz86ODg4ModFNZWcm1a9eysrKSGRkZ4kvE1taWTk5O3LNnD6dPn06JRCIcgIyMDEZHR3PlypUsLi5udN1JSUm0s7Pj0aNHOXHiRFHU62MHICIiQiw3y+Vy9uzZk8CHyqcaFvi9e/c4ePBgdurUiTt37hThJNeuXeOECRP48OFDzpkzp8G5P3YAJBIJe/TowYCAAAYFBXHv3r2cNm2auJZPHYClS5cyLS2tyXupcQA0W+/evblmzRq6uLjw/PnzdHBwaLA8Pn/+fMbHx/P06dNUKpWcOHEinz9/TvID0/zj8KeP9bED0L17dxoYGPD+/fu0tbXl0aNHaWdnR0dHR6alpdHNzY1Dhgzh/fv3OXv2bMbFxXH79u0MDQ3ljRs3GBAQwOzsbJaVlTEkJIRlZWUsLi7m3LlzKZPJqFKpOGvWLJIf3vZr6k9oijg1JU9PzwZ8eGtr60YhBUZGRrxy5Qp9fHy4fPlycS0SiURcy+HDh2lnZ8fY2FhRKXvUqFG0tLTkqVOn2KZNG+7cuZN+fn4NbEETAjRr1iyuXr2a165d4/jx46mrqysq/bq4uLBz585MSEhgYGAgdXV1OXHiRF65coWurq7s2LEjz549y/bt2zM1NZXjxo3j2bNnOXz4cG7fvp02NjY8e/Ysx40bx9TUVBoaGnLp0qVctmwZXV1daWpqSh8fH1Hcq1evXgwPD6eLiwvNzc0FZx0ATUxM2KVLlwb9o+m/f8YBqKysFKsCM2bMoEqlEuPC/v37efLkScbHx3PatGmsqanhuHHjmJiYyJUrVzI6OponTpzgjBkzqK+vT7lcLgp9hYSEEADj4uJEuAsAmpub08XF5U8nc5pidxpZWlpSrVbzxo0bXLFiBbdv387jx49z9uzZTEtLo0KhYNu2bRkTE0NHR0fa2dk1mrA25QCMHz+eOTk5LC4u5u7duxs5AL6+vuzYsSN37drFWbNmcfTo0eJ49+/fFw5AcnIy79y5w4KCAqpUKgYEBPDFixciHCwiIkKMcQ8ePGhg287OzrSxsREOQE5ODsmmHYDhw4fz+vXrNDMzY+fOnXns2LEG1yOXyxkaGsrq6mqWl5ezsLCQQUFB1NfXZ1paGnv37i1eenxcCVqlUjE3N5cKhYKxsbE8ePAgFyxYwDt37nDMmDFMSkoS47XGgSkqKmJ9fT0DAwNZXFzcwBY6d+7cZJhZcXExa2pqOH36dKpUKqakpLBbt24MDAxkRESECB1tdgCa9T+p5iTgZv3L6c6dO3B2dkZ9fT3y8vLQvXt3nDhxAv7+/jh//jwGDRqE+/fv4+HDhwgICMC1a9cQExODuLg4tGrVCl5eXo2O+fvvvyMoKAjBwcGor6+Hs7MzDAwM8Ntvv+H27ds4ePAgAOCrr74SCYgHDx7E5MmTMXDgQISEhMDU1BRv3rzBwIEDoa+vL/YBAHd3d3Tr1g0JCQno27cvWrRoIf6mQV5OnDgRr169akQLcnJygru7O86cOQM/P79GFCLgQ7Kwvr4+rl27BgMDA+zfvx8AsH79epGcduDAAYwfPx7v3r0TiZVff/01bt68ib/97W84ffo0fvnlF1RWVorkt49lZGSEIUOG4OHDh0hNTUVCQgL69++P4OBgXL58GX369EFOTg6AD8x7Pz8//P777yCJmpoaPH369E/v6YsXL5CUlARvb288ePAAFRUVjT7zxRdf4NmzZzh9+jR27dolkvlKSkrw/PlzZGVlNUkz8vT0hJubG3x9fdGqVSt8+eWXqKysxJkzZ+Du7t7AHsaNG4cTJ06ge/fuePnyJUjC2dkZV69exZ49e7B//35kZmbixx9/RGZmJh4+fIjly5cL5r2/vz8AoKCgQCRnnjhxoskaCxpNmDBB/L9Tp07iujQKDAxEnz59kJWVJfCAfn5+MDIywl//+lcMGTIEixYtwvz58xEfHw8LCwsMHToUw4YNg0wmw4kTJ+Dq6oqbN29CT08PlpaWOHDgAKZNm4bvvvsOmZmZePLkCSoqKnDz5k0MHToUS5YsgZeXF/bt24dVq1ahT58+uHfvHgYPHgxDQ0Ns2bIFs2fPxty5czFv3jw8ffoUJSUlOHDgAAYOHIjJkyeDJFJSUrBgwQLxnHz99ddYtGgR9PX1sWbNGvTt2xe2trYYM2YMamtr8f3338Pe3h5Lly6Ft7c3nJycMGrUKLRo0QKzZs2CtbV1I6zihAkT/ukE7Pz8fLx58wYPHjzA5s2boa2tjdjYWBQXF2PAgAHw8vKCXC5H//79oaOjgxEjRuD69etwdHSElpYWcnJy8M0334jEdHNzc3z++eciyXnWrFl4+/Yt5s6dCwBwdHTEt99++6ftKSoqQm5uLtLT01FTU4NZs2YhPj4e6enp6N+/P+rr63H9+nXMnz8fgwcPBkmUlZXhwoUL8PLywvz582FnZwcA4pxNafz48Th27BgMDQ0bgRDOnj2LI0eOiHEhNTUVjx8/xoQJE2BoaNiApObl5YW//vWvSExMRG1tLSZMmIDY2FikpqbCx8cHwIfaIV26dMHXX3+NcePGiX179OjRINH80KFDf9regIAAHDlyBPb29pgzZ06jBHUDAwMsWrQIx44dw8uXL3Hnzh14e3tj4cKF8PHxEWNv9+7d4erqKvarr6/HqVOnUF5ejnbt2iEjIwOtW7fG2bNnMXr0aNEmzXit0fXr17Fjxw68evUK3377Le7evYucnBwUFxfjzJkzjchOjx49gkwmw5gxYwAA8fHxGDJkCB48eCAQwM1q1v+0mh2AZv3LSSKRCAyfnp4eFAoFWrZsicrKSlRVVeHEiROYNGkSJBIJjIyMBMbN2NhY4Cw/VcuWLaFQKHD//n3o6enB1dUV27dvx4IFCxoUtDp06JAo6NOqVStUVlbC2dkZPj4+eP36NT7//HPU1NRg27ZtWL58udjvjz/+wOHDhyGVSlFdXQ21Wo2oqChMnDgRf//73+Hj4wMHB4cmJ7BXr15FmzZt4O7ujgkTJjRCVwL/B43X1MRZIyMjI0yePBkbN24UtKGamhoYGBjgl19+weLFixEbGysweCkpKbh3757Y//379/j1118xa9YsSKVSSKVSTJ8+HUuXLsWPP/6I8ePH4+7du/Dx8REFlFq2bAkAINmgQJpGenp6iIyMhK6uLr777jvk5+fj+fPngqD0sY4fP45vvvkGGzduhFqtxq5du1BVVYXs7Gx4eHigpqamyYm2RCJBixYtsGTJEhQVFQH4gHM1NDQUBJlt27Zh3rx5mDRpEhYtWoQ9e/bgr3/9K7S1tXH79m1MmjQJe/bswU8//YTZs2dDR0cHLVq0gEQigba2Nqqrq0ESMpkM7969Q2VlJTp27Ajgw8RMg61tSv7+/jAyMkJ4eDiuXr2KmJgYAMCaNWtgbGws6jvo6enB0NAQ06dPR0xMDEJDQ6Gvr4+WLVtCV1cXurq6qKmpgVQqxS+//IJJkyZhx44dMDIyEtdpYGCADRs2wNraGv7+/pBKpVAqlRg+fDhSU1NRWFiIyspK8Tzdu3cPb9++RXZ2Nl6+fInKykrU1tZi586dGDZsGHbu3CnQrJGRkbC0tMQPP/yA9evXw8DAAEqlEnp6etDR0UF5ebmw0T/++APjx49HTU0NamtrxTOmra0NqVSKgQMHIj8/H/fu3RN/a9myJZ49e4aNGzcCgJj8+vv7w9DQED///POf9rFcLse5c+fg4uKCDh06oKamBiQRFRWFn376Cffv38dvv/0GlUoFIyMjyGQybN68GcAHpzA1NRX19fX46quvEBUVBZJQqVQICgrCtWvXMGHCBEilUuGca6hcqampTeIhNdLR0YG+vj4UCgXq6+thbGws+r9Dhw7Q1tZG586dERcXh7Vr12LDhg3Q0dGBl5cXDAwMkJycLGzrz0hgAFBdXY25c+fib3/7G2pqasTvV69ejcDAQJCErq4uDAwMIJVKMXv2bPzlL39p8jlMSUlB//79IZVK4e/vj6VLl6KmpkZgMoODg7F69Wps2rQJY8aMgaOjI+bOnYv9+/eLFw/bt2/H4sWLxYuKT1VeXg4jIyOo1WrU19c3+dJDcw9atGgh7lnLli0bOIMHDhzAhQsXGuzXqlUr8fwCgEwmg6GhIUaMGCFqRvzxxx84cuSI2KekpASRkZFifNbYtQbb+qkD8O233+LatWuCXGRkZITq6mpIJBLExsbCx8cHv/76K7Zs2YK//e1vGDlyJNLT0yGTydCtW7dGBdCa1az/Fv3PLDw0q1n/eWlCgPbu3ctVq1Zxx44dPHz4MIODg3nr1i1OmTKFZ86cobW1Nbt27cqVK1fSy8uLZWVlnDZtGm/cuCFIHx+rrq6OEomEwcHBXL9+vSCraJbHZ86cyZqaGqalpTXaAgICaGhoyGXLljE2Npbjxo3j69evmZGRwSlTpjS5z9y5c3n79m1KJBIuWLCA+fn5vHHjBseNG8f37983at/Bgwfp5eVFCwsLXrp0iQYGBoJmFBERwc2bNzMvL49Lly6lUqnk3LlzqVAoGp33/v37lEgkIvwmMjKShw4d4vnz52lpaUmVSsXMzEzm5eXx7NmzLCwsbHSM+Ph4duvWjQsXLmTfvn0JgHK5XFzL0aNHOW7cOGZlZXH16tW8ffs2g4KCSH5ITL548SLJD8v/aWlpfPjwIWtra7l79246Ozuzffv23LFjB+3s7BgQEMCkpCQOHDiQ8+fP56ZNm5iSkkIvLy/K5XLOmjWLNTU1PH78OK9du8aDBw82CqGSyWSNrqFly5a8ePGiCOnq0KEDo6OjOWfOHOrp6XH69OlMSEjgmjVrGB0dzWPHjnH+/Pm8ffs2p06dyqtXr3LlypXctWsXDx48yEWLFlEmkzEoKIhVVVVctmwZCwsLefr0ab5+/ZqLFy+mUqkU5JGPlZWVxbS0ND558qSRjSkUCj558oTa2tp0dHRkdHQ0AQhbGD58OLW1tWljY8O9e/eybdu2InzIz8+Penp6IoTLwcFBhKIMHjyYEomE169fp7GxMXv37s1OnTrx0KFDdHNz44gRI6inp8dZs2Zxx44dbN++Pfft28fu3btz2LBhvH37Ng0MDLhkyRKuWrWKbm5utLGx4ZAhQ4RdDxo0iADYuXNnEcs9cuRIGhkZ8dSpU7SxsaGbm1uja8FH4SKaaxk6dCglEkmj+1hVVdWg//5MM2bMoFKpZG5uLu/du8cHDx5w8+bNrK6u5v379xkcHEy5XM4DBw7wzp07HDduHIuKimhhYUGFQsHg4GAeOXKE27dv56pVq3jp0iWampoyICCAQ4YMYZs2bejm5ibafvnyZbZs2bJRe5sKFamoqGBJSQl3797N8vJyWlpaUiaTsWfPnszOzmZ0dDTXrFnDhIQETp8+nTdv3iQA2tjY0N3dnStXrmx0nhcvXpAkz507x1evXjEkJIRKpZI//vgjnz9/zmfPnnHHjh0MCwvjuHHjePv2bY4ePZrt27fnli1bRIjZ+fPnGxw3NzeXqampjI2NpUwm46JFi5icnMwFCxY0CAHy9vZmy5YtOXr0aKalpTE7O5tVVVUN7Prp06dUq9XMzMxsEAI0YMAA3rx5k+PGjSMAWlpa0tPTs8kQoHXr1rGyspLbtm3j8ePHOW/ePEokEt6+fZvz5s1rcuxVq9VMTEzksmXL+PbtWy5btoz9+vXj9evXm7xnaWlpVCqVDAoK4q1btxgeHs4bN26wc+fOtLOz4+DBg5mcnNzovh49epTnzp1jUFAQFQoFO3bsyKdPn3L8+PGcMGFCMwWoWf8r1OwANOtfRhoHYPDgwTx//jy3bdvGZcuW8d69exw4cCBzc3PZqVMnDhkyhBs3bqSdnR0NDQ1ZVlZGc3NzqtVq3r59m9HR0Q2OW1dXJxJRQ0JCuGzZMt66dUs4ALm5uZw8eXKj9gwdOpSGhoZ8+PAhjYyMuHbtWhYVFTEoKIgVFRV89+5do31WrFhBiURCd3d3Zmdns3fv3nzw4AGjoqJYVFQkkuk+1sGDB8XkwsXFhVKplJmZmXR2dqaZmRktLCz48OFDlpSUsL6+ns+fP+eMGTManXvAgAEEwC5duvDYsWMiPnzy5Ml8/vw5+/Xrx7KyMs6aNYvV1dXcsWOHmExoVFtby127dtHGxkbQadzd3ZmVlSUmhUVFRVy8eDHv37/Puro6WlpakiSVSiWrq6u5detW5uXlNTju06dPxTW2bduWenp6fPnyJQcNGsTExMRGDoAG90eSNTU1lMlkrKysZG1t7T+0I0NDQzEZxr8nlM6ZM4f6+vrMyckRMe5nz56llZUVHRwcmJaWRh8fH758+ZKjR4/m5cuXGRkZSYVCwUGDBon7rVaref36de7evZtVVVVUKpXivjTl3P0z0tHRob6+vsBgfrrp6enR2dmZALhp0yaR8/HixQsCYLdu3RgbG8tVq1bR399f7NenTx+mpKRw5MiRDA8Pp729Pe/cuUMbGxu+ePGC+vr6nDVrFiMjI2lra8ukpCQ6OTnR09OTGRkZNDQ05MqVKxkcHMyTJ0+yU6dOYuLi4eHBAwcOEAAPHDhADw8PZmdnU09Pjx07diQABgcHC4fK1tZWJJxqCCifXuN/VR8/h0ePHuXp06dZXl5OPz8/qlQqZmVlcd68eTx37pwgQmkcAA21aOnSpYyKiqKJiQnz8vJoY2PDnJwcdu7cmXFxcQ3a2rlzZxoZGf3DduXn5wsn/PLly1SpVA0cgKSkJFpZWfHMmTOcOHEidXV1KZfLhYMXERFBOzs75ubmNnn86upqYX99+vRhTk4Og4KCmJiYyN27d3Pq1KlMTk6mj48Pc3JyKJFI6OjoyCVLlnDSpEkiRv9jKRQKKhQKLly4kBkZGYJa9rED8HFfDBo0qMm2+fr6UqFQcPz48UxNTaWlpSWPHz9Ob29vMcZpiE8zZsxoEtxw9+5dbtq0iTKZjMHBwXzw4AFNTU3p6upKiUTCVatWNTpvbW0tR4wYwcTERMbExAgcr4uLC3NzczlixIgm22thYcG6ujqBrw0NDeXBgwfp7u7OLl26NMrxqaqqYm1tLR0dHalSqZiRkcGgoCBBAZo5cyYzMjLYp08fPn/+nIGBgTx58iT37NnDBQsWCJtqdgCa9d+pZgegWf8y+hgDOnv2bIEBHTZsGIuLi9mxY0e+fPmSenp6gnyjra3N0tJSymQyenp6sq6urgEmT4O7bNOmDZ8+fUqJREKpVMqkpCQqlUp27NhRJNV+KoVCQalUym7duvH27dtcsWIFN2zYwPv377NHjx6NyBXkh0mwh4eHSBDs3bs31Wo1d+zYwaSkJPbr109w+N+9e8eZM2fy4MGDPHLkCAcOHCgoQCUlJRw6dCjlcjmXL1/OR48esW/fvoKA0RQK0Nramu/fv6e2tjalUinXrVvH4OBgZmRk0NXVlXK5nGq1mqmpqdy8ebPAmn6snJwcGhoaUktLi9evX6erqytLSkro6urKjIwMSiQSxsTEUKlUcsiQIayurqZCoWBxcTFnz57N+vr6Jo/79OlTLly4kEuXLuWtW7fYsWNH2tjYsKioiCYmJpw7dy43b97M5ORk9ujRg9XV1bSzs+ObN284d+5cHjx4kDdu3GhwX/9MUqlU2IbG8bt9+zbd3d1pbm7OoqIi6uvrc968eYyIiODly5c5cOBAlpaWsn379szNzeX06dO5b98+JiYmUqlUCmSh5n7W1tZyw4YNfPbsmcAUenl5iTbU19f/aWLwp9IkwGppaYk2f/y23MnJiXfv3qWWlhYNDQ0pkUiEfQEf6gtIpVJKpVLq6+vz2bNntLS0ZElJiUClbt68mTNmzKCJiYng8efm5lJXV5dhYWFcvHgxjYyM+Pr1axoaGtLDw0OsKBkYGNDY2JgvX76kubk5i4uLqaOjQyMjI2ppabFly5bU0dGhsbExdXR02KVLFyYmJlJfX19geDUcf801aGlpUUtLi7du3WKnTp3+0w6Apm+7du3Kuro6lpSU8McffxQIyEmTJrGwsJBKpVLQfEJCQqhSqThhwgQWFhbSxsZGoFITEhK4Y8cOBgYGCsSnubk5dXR0GBQUJFZnNPfK0NDwH7ZRMxbV1tYyKCiIRUVFlMvl7Ny5M7OzszlnzhxGRkbS0NCQWVlZtLGxEfdU0+/a2trMzMxs8vhbtmzh06dPWVdXR7lcTjc3N9bU1DRwADT3X3NvtLS0BNK0KQcgPj6e8fHxVCqV7NGjB2UymagHoqkJAUDQoj7m9X983TU1NezYsSOVSiXv3r3LVatWCaKbZkXR2NiY2tra1NfX5+nTpxvsX11dzREjRvDixYs8fPgwp0+fzpYtW7KkpISWlpbMysri9OnTG51bqVTS3d2darWahw8f5vHjxzl06FBB+erYsWOT7dXUxairq+OlS5colUppZGTErKws2traivFG81yHhYUJgETbtm1ZWlrKkSNH8sSJEzx+/Dj9/f2bk4Cb9T+uZgegWf8y0jgAffr04dWrV7lt2zYuWrSIT58+paenJ4uLi2llZcURI0Zwx44dBMDk5GT26tWL79+/Z8+ePZmWlsYNGzaIY2reRFlbW7NXr148efIkIyIiOHfuXGZmZtLd3b1BYayP5ejoyHfv3tHKyooSiYSrV69mbW0tp0+fzlevXtHV1bXRPpMmTWJmZia7dOnCwsJC9u7dmzdv3mRUVJQotvTpxPDjFYC8vDxKJBL26tWLqampNDEx4c6dO0VBsS5duogv/E9laWkpEJumpqaMjIzk3LlzGxR/6tevnyiss2rVKmZnZzc4RlZWFmfOnCloNJaWltTT02NhYSGHDx/OS5cucfv27Zw/fz4zMjLo7u7eoB9OnTrF69evN2rb06dPaWhoKBw3ACwuLqaXlxcfPXpEExMTxsTEMDAwUDDuq6urWVhYyNmzZ1OpVHLFihViZcHNze1P7UgqldLJyYkpKSkEPhSWkkgkzM7OFo7H06dPGRwczLVr14rVoOrqalpaWrKwsJCTJ0+mUqnk0qVL+ejRI3br1o1qtZq5ubmcMWMGExISRLiTj49Po5WJ3bt38+HDh3/axo+lp6dHS0tLjhw5Ukw0U1JSBKVER0eH5ubmnDdvHpcsWcLExER26tSJxcXFbNOmjSAhbdq0iePHj6elpaWYwGZkZHDs2LHcs2dPA0KSxq41nP7Y2FgOHjxY2HpeXh719fUZEhLC5cuX88qVKxw4cKBwUiwsLDh58mSuX7+ep0+fZvfu3amlpcWioiIxgW3ZsiUPHTokkKYf03Pmz5/PxYsX/5dXAFauXClsQSaTiUlcfHw84+LixPPi6upKmUzGnJwcLl++nBs2bOCtW7c4YMAAFhcX08PDg+np6TQ1NRXjwrNnz+ju7s6ioiK6ubmJ8BH8O11Js/L4j5Sbm8ulS5dy8+bNfPDggZikFxUV0c/Pj1euXGFUVBSDg4OZnp5ODw8PFhcX08XFhdeuXROrK02hg2tra4XNDR48mGVlZayqqmK/fv2YnJzMXbt2cfz48cJB0GBAx44dy8jISJqYmAhaz6fHXbVqFbOyskT/FRQUcOzYsTx9+jSNjIxoZmYm6o80NXaOHj2aMpmM1dXVfP/+PYOCghgbG0upVEoLCwuxGtS2bVvevn2bUqmU586dE/u7ubmxvr6ejx8/FuF1CoWCvr6+1NbWprW1NT08PJqsPyKTyVhcXMwxY8YwPj6eUqmUycnJdHZ2pqOjY5NhWprvCFtbW75+/ZqmpqZcv349582bJ8Y+jR49esSdO3eypqaGY8aMYUFBAV1dXZsdgGb9r1SzA9CsfxlpHIBDhw4xJCSEO3bs4IkTJzh9+nSmp6dz6NChvH//Pvv06SM2Y2NjEQJUVlbGXr16sby8nBUVFQ2+IDRhPJrwhI8nfVZWVk22x8HBQXyB9OvXjwcOHODBgweZm5vLsWPHNvkGbdKkSQTAp0+fUktLq4EDUFpaymnTplEulzM/P1/sk5iY2OCaBg0axLt379Lb25uHDh1imzZt+PDhQ06bNo3Pnz8XS+KfysrKik+ePGHnzp25b98+LliwgCtXruTNmzc5atQovnjxgmn/Xvjp5s2bPHToUKNVjKysrAZL/ElJSfT19aW5uTmvXLlCf39/RkdH8/Tp05w6dSozMjJYV1cn+OYVFRUsKytrtELx9OlTTps2jUFBQSLOXRP37eXlxejoaOEAXL9+nX5+frSysmJtbS3Pnj3LqKgoyuVyFhUVUa1WMz8/nyqVqsmwm8GDBzfoz5iYGBGznp6eLvIAdu3aRQcHB545c4aurq6srq6mmZkZ7969y8WLF3P37t08fvw4g4KC+OTJE9bW1jIgIIDv3r1jdXU1q6ur+e7dO6pUKubn54uCQCQb2d9/pJEjR7KsrKxBmz/exowZw1OnTjUZHgSggV0D4LVr12hqakodHR2xGjV//nyOGzeO7u7u1NPTE3bt4+PD9evX09nZmcbGxrxz5w6lUim7d+/Onj17cuvWreK4N2/eZMuWLYUtfNqOHj16iP/7+vpy1apV4ufu3buzpqbmT69xwIAB/7CfamtrWVJSIn7W2MKIESNYXl7O+fPns7y8nDExMUxMTOSYMWOoUCjo7OzMmpoaHj16lDExMQwODmZqaqqoqDxt2jSeOnWK9vb23Lt3L7t06cJHjx5RT0+Pnp6e9PPz4549exq0d8iQIX/aTo0tFBUV8f79+9y9e7eoP/Ds2TMOHz6cycnJDAkJ4dKlS7lz5056eHjw4cOHAkcMfKg5oKkr8qlSUlIYGxsrbOzjCtdyuZzbtm2jubk5PTw8mJGR0WBFCQCjo6MbPaM1NTXcv38/Dx48yJqaGk6ePJmZmZn09/dnfHy8CAE6ePCgqN2gCdP7WG/fvqVaraaFhQVVKhUPHTrEOXPmcPXq1bx+/Tpzc3M5YMAA0ZexsbEkKZ4l8kOIjY+PD69evco9e/ZwypQpTExMpJmZGR8/fiwqqH8qc3Nzvnv3jqNHj2Z1dTWnTJnCLl26UCKRMD09nc7Ozo32KSwspEqloq2tLZVKJXfv3k3gQ3XxLl26UEtLi3V1dQ3sLzg4mNnZ2XR0dOSLFy+aHYBm/a9UswPQrH8ZaRyAH374gQcPHmR0dDQ3bNjAkydPMjg4mJcvXxZvQBMTE0WYjCaJ8/z58xwxYgSXLl3Ka9eu8fXr10xLS2NtbS0BsFOnTgwNDf1POQDTpk0TX5orVqxgaGgohw8fznPnzolJuEwm48uXL0l+cAACAgKop6dHiUTC5cuX88CBA4yOjub69et56tQpURWzpqamyeV9tVrNiRMnsk2bNty0aRPHjBnDBw8e8P79+5w/f36TBbHIDysAH3/Je3h4cP/+/ezcuTNPnDjB2bNni/7Ly8tjQkJCg7db5P9xAHr06CGSO+Pj4zllyhRaWFhw4MCB3L59O4OCgkSsdE1NDZcuXcrDhw8zMTGR8fHxjZJ1P84B0Dh5UqmUkydPppWVFX18fBgUFMS1a9fSzMxM5ACUl5fz6NGj3LVrF69du8aoqCgqFAouWbKEVVVV3L9//z+0q7Vr19LPz48mJiYiLGLnzp10dnbm9u3b2a9fP44ZM4aXLl3i9OnT6enpyTt37nDjxo1csGABc3Jy6OjoyNraWp47d46rV6/mnj17+OTJE8bExLC6upqLFi3ixYsXuWPHDpLkjRs3mJeXJxITVSrVP70i8Kk0VZo129ChQ2lsbEwtLS1OnjyZLi4uYsXmU8cgJiamwe+2b99Oc3NzTp06lQBoZ2fH3r17Mzg4mB4eHpwwYQINDAxEZWuNLTRVQAkAPT09RX7C6dOnG000gQ/JwU2tWP2z0iRhamyhsLCQZWVlwhY0fy8oKOCWLVtE0u358+epVCrp7OzMzMxMLl68mGvXrmVaWhrd3d3FM7xr1y4OHDiQ0dHRbNu2LceMGUOJREJDQ0PGxsYSQJOTzU+VkZFBpVLJJUuWiElfWVkZt23bxsOHD1OhUNDCwoKnT58WOQCenp5s3749/f39aWBgwLNnz4p+CwgI4LBhwxo5ANXV1czNzeW1a9d45MgR1tTUNHAAEhMTOX36dPbt25d79+7l/PnzCXwoGvhxfQ7NC4y6ujrev3+fBQUFvHz5MkNDQ/n06VOmpqZy/vz5vHjxIkeOHMmhQ4eK2iuarSkHYOvWrUxISODixYtZWVnJIUOG0N3dnbGxsXRzc+OkSZOaDOHbt2+fKP6lUCgYGhrK/fv3c8eOHWJcAMApU6awbdu2zMrKIvkhbFFjXx87AA8fPqSLiwu3bNkiVp+acgDc3d0pl8tpa2vL3NxcOjs709PTk4MGDaK5ublwACoqKnjo0CGSHxyAqKgoLly4UKxgrFq1inv27OGePXu4evVqxsfHi/5bsWIF9+3bx507d3Lt2rWMiopqdgCa9d+uZgxos/7lZGFhIXCXhoaGKCwshKOjI7KysvDZZ58hPT0dO3fuREpKCmbOnIkffvgBn332GV6+fInevXtjxIgR+Oabb2Bra4u8vDyBcJPL5SgsLGx0PplMJlj6n6pdu3awsLDAvHnzxO/CwsIwb948rFmzBocOHYJarUZpaan4u6OjI3R0dKCjowMrKyuBOTQyMsKbN29QX1+P9u3bo66uDsXFxY3OqaWlBScnJxgaGiItLQ1aWlpISkpCSkoK1q5dixEjRvxT/WhtbY3q6mrIZDJkZWXB1dUVoaGhSE9Pxx9//IH27dsLPvmvv/7aYF9bW1uBHRw0aJCom2Bra9voPH//+98REhICOzs72NraonPnzmjduvV/2LYxY8Zg3bp1aNu2LQwMDODr64vXr1+jT58+aN++PaKjo7FixQokJiaiV69eUKlUePr0KcaNG4djx45h1apVuHDhguCQ379/X2Aom5KtrS1atGiB9u3bQ61W49WrVzA3N8eFCxfQrl07dO/eHX5+fti8eTPy8/Nx9+5dSKVSODs749y5c1i8eDF27doFuVwOPz8/5OfnQ6VSwdfXF/Hx8fj5559RWlqK0aNH4+7du/j6669hZ2eH169fgx9exIi6Af9VeXt7w8fHB23atEGLFi2gpaWFdu3aIT09HatXrwYABAUFiXtUXV2NSZMmif0DAwMRERGBkpIStG/fHsAHm2zTpg02btyIe/fuwcnJCWq1GlOmTMHChQtF32lsQUtLCxEREeKYNjY2MDU1BQD4+vqivr4e1tbWmDVrlvjMZ5991iRu8h8pKSkJMpkMOTk5qK2tRWJiIkaMGIHq6mooFAq0bdsW2traePz4MeLi4tCiRQvo6uriyJEjGD58OGbNmtUkNnbPnj2YNm0ahg0bBgcHB+Tm5uLcuXNISEiAqakp7O3tsXnzZsjlcvz000+YOXPmP9Xe4uJi8Wzr6+vD19cXhw4dwnfffYeEhARhn5mZmXjx4gUePHiAiRMnwszMTJzz+++/F8c7cOAA4uLiGp1HrVYjPj4ednZ2aNOmTZPXWFJSgrKyMuTm5sLJyQlaWlpo0aIF2rRp0+izu3btwqtXryCRSGBmZoahQ4fi2rVruHPnDuzs7DBy5Ej06tULxsbGDbCemzZtarI+g5OTE54/f4727dtDR0cHtra2sLKyglwuR1VVFdq2bdtk/zk4OEBHRwdZWVnQ0tKCpaWlwO+2atUKP//8MwwNDdGuXTu8ePECGzZsENeqVqsbHa9ly5awtLTEnDlzMHPmzCZRo03J1NQUNjY2sLGxgUQiQUREBOrq6nDlyhWMHj0aOTk5aNu2LTZv3oxly5ZBR0cHubm5MDc3R21tLWpra2FmZoZXr16hbdu2yMnJQevWrSGTyVBXV4dWrVoJXHGzmvXfqWYHoFn/crK1tUVFRQW0tbVhbGyMgoICuLi44NmzZ2jXrh0kEgm+//57REREwMXFBebm5nBzc8OtW7ewevVqFBYW4urVq3j9+jV8fX2xZMkSAB8m+hpus0ZaWlo4ceIE1q5dK353+vRpvHv3DgCwaNEiKJVKvHjxosm2durUCa1atYJUKkVqaiqAD3z3kydPQiaT4fjx4/jLX/4Cknj27BmuXr2K+vp6fPHFF5BKpXBwcEBiYmKj43bu3BnGxsawtbVFbm4uLC0tReEqACgtLcXJkyf/tA/79u0LBwcHdOrUCZ9//jnS09PRvn17LFiwAHp6emjdujUePnwoJmeurq5iwgMAR48exZMnTwAA586dw4YNG7By5UoUFBSAJL7++mvs3LkThw4dQocOHbB161bY2dkhPj4eLVu2xPbt26FQKFBXV4dVq1Y1aFtkZCRsbW3x4MEDREZGYunSpfjll18waNAgJCQkYMWKFQgPD8f48eOxYcMG5Obmoq6uDt999x309PTg4uKChQsXwsjICLGxsQCA1q1bQ09P70/7w8nJCS1atMCiRYugVquhra2NQYMGoU2bNrC3t0doaCiOHTuGn376CREREUhNTYVUKkWHDh1w9uxZjBkzBm5ubnj69CmcnJxgb2+P+/fvC6di0aJFGDVqlCjEdf36dbx69Qrp6emor69HaGgovvrqK/z2228AgLi4uAZO4z+jt2/foqCgAFFRUWKyuXTp0gafefnyJRQKBbS0tEQ9iz59+mDmzJl49eoVZDIZTp8+jVWrVuHo0aMwNTVFmzZtsGjRInh6emLlypWIj49HbW2tsPmjR4/i8ePH4hwfF3w7deqUqCURHx8PbW1t1NTUNCg0t3nz5iZrc/wj2djYQEdHB2PGjIGOjg7atm2L3NxcFBUVwcbGBo6OjtDW1sbTp0/Rrl07tGjRAi1atIBUKhW2oK2tLey0U6dOsLCwwKNHjzB06FAYGBjgiy++gJaWFsLCwmBjY4PWrVujY8eOyMrKAoBG1/IfKSsrC3V1dXBxccGaNWswYcIEtGzZEqWlpcLGjx8/joKCAoSHh2Pjxo0gidatW6NDhw7IzMyEgYEBDh8+DOBDfYJPnX25XI7Dhw/D398ff/zxB5ycnLB582YcP34coaGhmD17NpKTk/HNN9+gpKQEWVlZoshWYWEh/va3v2Hy5Mnw8/MTx+zatSv8/PxQUFCA06dPo7i4GNbW1sjJyUHXrl2xb98+XLx4EaNGjcLs2bPh7e0NAHjy5EkjPj7w4X6PGzcOHTp0QFhYGJycnIQDIJPJ4Orq2qTj0KZNG2hra2PcuHFQqVQ4c+YMOnXqBH19faSlpSExMREqlQo///yzcETu3r0LExMTUY/kY927dw9eXl7w8PDAs2fPoKenh+PHj/+H99DS0hK+vr44deoUHBwcYGhoiPT0dGhpacHZ2RnAhzoDMpkMkZGRCAsLw5kzZ5CTkwNra2vU1NSgpqYGVlZWePHiBTp37ozs7GzY2dmhuroadXV1MDc3x5s3b/7DdjSrWf9X9D+29tCsZv0npQkB8vPzY3x8PKOiohgaGsrk5GQOGzaMWVlZDAgI4OXLlxkREcG8vDzOnDmTT5484eDBg5n27yXiy8vLWVlZKeLb8/LyaGlpyatXr3Ls2LFcvHhxAwzokCFDWFRUJNpRXl5OpVJJBwcHPnv2rFEI0NOnT9mxY0cqFAqOHTuW5AdudXV1tcgB6NatGwE0yAEoKytj165dGyTOKRQKVlZWNugHlUpFDw8PtmzZkuHh4Zw5cyYfPnzIt2/f0tfXl2/evGFtbS3Ly8tJkuvXr+e7d+8ahACZmZnR3t6eV69e5YABA/jo0SP6+voyLy+PV69e5YYNG7h27VqBGPTz86Narea5c+cahXDI5XLq6ekxMDCQp0+f5vbt2xkSEsKUlBQOHTpUxDsrFAru3buXd+/eFcjM+vp6FhYWNggBcnFxoUQi4bNnz0Q8/o4dO2hvb8/z589z4sSJ1NfXp0wmY/fu3alQKLhjxw6mpaVx3rx5lMlkLCgooEqlahAT/mdau3YtO3XqJM6Jf6e4tG/fnnZ2doyPj2eXLl3YrVs3ZmVl0d3dnZMnT2ZsbCwvXbrEgQMHsqKigr6+vnz06BFDQ0Mpk8m4bt06vnz5khMnTuTLly9ZXV3NhQsXkiQrKyupUChYVFTEuro6cc/KyspIfgjr+WeQpprPfnpPPt48PT25a9euRr/X2KCpqakI59J8XkdHh127dqWJiQkdHR3p5OREY2NjsV+bNm0a2MKRI0ca5Bl07dqVe/fuJfChbkfXrl3p5eXV4Pzz5s3j5MmTCYAVFRX/1LV+rPXr1/P9+/ccPny4SJxXKBSsqqri1q1b+ebNG5IfQkCmTJlC8v9gQENCQvj48WMOGTJEIEE/xYCamppy6NChTE5OFrZw9uxZTp48mbq6ujQ2NmZSUhKHDh3a6BltSiUlJRw9ejRra2uZkZEh6g9ERkby2bNn9PT0pFwup7W1NfPz8zlq1Cju2LGD5ubm7NKlCzMyMqivr8+uXbsS+FALwNLSskEIkFqt5vv375mcnMx9+/axpqZGjAsZGRmcOnUqT506xZ07d4oaEd27d2dGRkaD3AILCwvm5ORwzJgxIhzn0aNHDAsLY0VFBWfPns1Hjx7Rx8eHI0aM4M2bN7lq1SpGRkbS1NS0yRCg+Ph4Pnr0iMXFxWJcSEtLY3BwMPfu3SvGJ09PzyYTm0kyMDCQtbW1TeYA3Lx5kyYmJtTR0aGbmxunTJnC6upqyuVyzp8/nzKZrEEI0NGjR+nk5CQSuLW0tDhu3DhxriNHjjArK4tFRUX09fXls2fP2KtXLy5btoxLly5l+/btKZVKRQhQSUkJw8PDSX4IAXJ1dWV6ejq9vb1FHYAVK1YwLCysuQ5As/5XqNkBaNa/jDQOwB9//ME5c+Zw586dvHjxIkeMGMHCwkJ27tyZL1++5NSpU3nw4EHa2NgIJKe2tjZ79OjBtLQ0rlu3jtu2bePTp085aNAg1tTUUC6XCzydUqnknDlzBK1HW1ubfn5+fPDgAXft2sVVq1YxNzeXDg4OtLKyauQAmJmZMS8vj506daJcLufLly8ZHh7OnTt3MikpiTKZTGzPnj3jvHnzuH37dkHoqaqqor29PQcPHszHjx9z+/btDfqhtraWbdu2ZXJyMg0MDGhoaEhTU1ORVFZVVcUxY8bw1q1bPHr0KBUKhaCefLxt2bKFJiYm1NXVpZWVFY2NjVlSUsLAwECByJswYQLLy8sFHaOp43Ts2JFaWlrU1dWliYkJjYyMePnyZQ4dOpQ6OjqCSDN37lzW1tZy2bJlfPnypZi01dfXN3nctm3bEoCYbGkmq9nZ2TQ3N6erqyuzsrK4cOFCkQPQr18/VlVVCTzpzJkzeebMGV69epUk6e3tLRIJNVIqleKc9fX1lMlkfPjwIadMmcK1a9fSxMSEmZmZtLKyYqdOnZiZmUmJRMJNmzYJCpCXlxdLSkrYu3dvwdI/evQo1Wq1QDvW1dXx0aNHXL16NXft2sUHDx7Qz8+PCoWCHh4efPPmDZcsWSLapaGl1NTU/ClPXdN/n/bdx5tCoaBKpfoPP/Of3TTIWM3ParWaCoWiyXOqVKoGf9NsSqVS1HD4j5CoH//t1atXDAsLI/lhsl9XV0eZTMauXbsKdOfevXtZU1PDUaNGsU2bNg3oTBoHYNiwYQIOUF5eTj09PS5fvpzr16+nvr4+LS0t+e7dO0E0+tgW9PT0WFRUJOhCTeF+NcrMzOTmzZtJktOnT2deXh5dXFxYX1/PR48e0cbGhjExMZwxYwZzcnLYqVMnQXUyMDCgkZGRGF8sLS1pbGzcqB/VarWw64qKCjFJXrduHdPT0zlo0CC+f/+eXbt2FUQjIyMjXrt2jZ6entTS0qKLi0uTx5XL5YJiExgYyCNHjjAhIYEjR45kSUkJDQ0NqaOjQzMzMxoYGIgiYR/bSUFBgShSqFKpOGrUKBYVFdHV1VUgdzVEKB8fH2ppaTV6Rrds2cL09HTK5XK6uLiwsrKSenp6NDExEQ5AQUEB5XK5OLcmsfv27dtUKBSsr68XmFp9fX2uXbtW5D/k5ubSwMCAzs7OzMnJYXh4uGjv4MGDqaenx6qqKoF3rq2tbfSMDRw4kAqFgidPnuSZM2fYt29fWllZUSqVMi8vjxMnTuTRo0d55MgRTp48mbm5uezcuTMLCws5evRonj17lnv37uXMmTMZHx/f7AA0679dzQ5As/5lpHEAevfuzcTERG7btk0UpHFzc2NpaSn79OnD5ORkrlu3jnK5nAEBAaIWgImJCbW1tbl06VLW19czKCiIubm5TU4+5s+fTz09Pb57946lpaX08fERzG6VSsWamhra2dkR+MBkNzIyEsmRAQEBLCgooJmZGSsrKxkQEECVStXkG92CggIaGRlRKpUyISFBJB7L5XIWFhZywoQJjdqnSVrW8N337NnDSZMmMS8vj87OzuINm1Kp5M6dO3n//n0x0fz0OD/++CMBsLCwkHp6evT29uadO3cYHh7OlStX8tmzZ4LZXVlZyQkTJjS6BgsLC4F3nDJlCrdt20aJRMKMjAzBCdew8w8cOMAzZ86wrq6O3bp1E+z8pqSZ/Ojo6NDQ0JBbt27ljz/+SD09Pb5//57W1tYsKCjg1KlTGzkA7du3Z15eHqdPn96g9sA/w96vrq4W/HFNzQBTU1MxIfT09OSNGzdoaGjIEydOcNSoUdTW1qZCoWCnTp34+PFjhoaGcsOGDUxLS2OvXr1YWlpKDw8P8RZw48aNvHPnjpiYaCazSqWSBw4cYHJyMuvr68Xksr6+nk+ePGFUVNQ/bP//P0itVou3wH379hVF5EaPHs36+nru2rWL9+/fF2/wZTIZBw8ezJqaGh48eJCXL18WToqm/sWkSZN4+PBhnjhxgmPHjmVhYSGdnZ355s0bDhkyhOfOnePu3bs5atQo5uTk0NnZmdbW1oLYpeHjZ2Rk/FN2VFNTQ7VaTaVSyU2bNvHevXusr69n+/btWVxczFGjRvHs2bOMiYnhjz/+yJcvX9LCwoLv3r3jwIEDef78ea5fv74BaMDExKTJc2lsiPyQbLxs2TJGRkbyzp07VKvVNDMzo4mJCb29vSmXy7l27VrB/tfgkz/VmDFjWFxcLJycBw8eMCwsjCtWrOCTJ0/Yu3dvSiQSFhQUiPok+/bta3ScT+3a29ub1dXVYtwYPXo0t2/fLmpBFBQUNDqGUqlkYGAg8/PzxRg3bNgwnjx5koaGhtTX129yP814PXr0aFZVVVFfX5/e3t5MSUlheHg4g4ODxRiOj5KAr1y5wpMnT3LWrFnMzc1l+/bt+f79exobG3P27NlN9v+LFy84Z84cAXHQ1dXlmzdvaG1tzc6dO/PJkydcuXIlw8LC+PDhQ3bp0oUymYxOTk7Mzs5mcHAwN27cyOTkZFFZutkBaNZ/p5odgGb9y0jjABw7doyLFy/mzp07RSXb7Oxs+vj48PHjx5w7dy737dtHT09PJiUlcdiwYTQwMGBGRgY7dOjApUuXiiqtEydObLKSZkVFBcePH08dHR3269ePaWlpXL16NS9evMi7d+9y7ty51NXVJfCBV33mzBnOnDmTa9eu5fXr1zlixAgaGBhQrVaztLSUKSkp4s3kx1KpVNy/fz9DQkIYEhJCqVTKqqoqWlhYsLS0lPPmzWNVVZX4fHFxsXAA+vbty23bthEAHz58SFdXV7Gk/ObNGy5fvpwymYzl5eWN3qiR5J49e+jo6EhDQ0O6ubnR2NhYLI8fO3aMp06dYllZGYcPH87a2tpG5B6NNEjJTp06CZJMUFCQKOAkl8vZtWtXZmRkcNOmTQwLCxOM9o9Dqz6VxgHo3r27QO8dOXKEAQEB1NHRoaWlZSMHYNasWczOzqZSqaS/v78Ig9qxYwdzc3NZXFwsVhw04TafqqqqSlBWQkJCBBVKU4jNxcVFhAA5ODgwOTmZfn5+fPHiBUeOHMnExESuXbuWcrmco0aNYklJCQcOHMjMzExOnTqVlZWVPHLkCC9dusSxY8eKasKpqalcv369sL/a2loRKvH+/XvW1NQIWygrK/vTMIl/NZWWlopr0dyXpKQkJiYmiuvU2Eltba0IF9LYta+vL9++fcvi4mIuWrSI1dXV3Lx5Mz09PZmVlUUfHx++f/+e2dnZ3LBhA9esWcObN29y+PDhfPnyJbt06UJvb28eP36cnp6eNDY2ZufOnUVVaI1dr1ixgqNHjyaAJnnxGmme0YCAAObk5HDPnj0kyaVLl/Lp06dUq9UcMmQIk5OTuWLFCkZGRgpb0NHR4YABA3jr1i2amprSxsZGTP7d3Nz+1AEgyYEDB5Iknz17Jsa4uXPn8vHjx/Tx8WFWVhY9PT1F/YhDhw6JiaZm3081YsQI1tTUcNy4cSIEKDQ0lPHx8VSr1aJuR69evbhjx44mHYC3b99yyZIlrK6uZkVFBSdOnCjG60ePHtHZ2ZlWVlY0Nzdnhw4dqKen12i8WrVqFR8+fMjx48fzxYsX9PX1FdjPXbt2ceTIkU06AOfOneOpU6fE+OXj48P79++LEKBPw+KcnZ2pVCpZWVnJqqoq1tTUiKrtbdq0EStJn6qmpoZjx45leXk5L126xLi4OPbs2ZNdunRhTk5OcwhQs/5XqjkJuFn/coqPj4e7uztUKhXS09MxYsQIbNmyBcuXL0dMTAy++eYblJaW4uLFi9i0aRMmT56M0aNHw9vbW5BLbt++jfj4eOzcuRORkZGNzrF48WL8/PPPsLS0xMmTJzF9+nTMnTsXf/nLX2BlZYXw8HBBU3nx4gW+//57XLx4EdbW1li0aBHGjRuHyZMno7a2Fhs3bkSbNm3g5OSEt2/fNjhPZWUlYmJi8Mcff6Bz585wdHSElpYWRo0ahbdv32LcuHGIjo4Wn9+8eTPq6+thaGiIFi1aNKCpaCSXy1FdXY2xY8fi8ePHOHXqFK5evYq6urpGnw0MDES7du2wYcMG6OjoNPr7wYMHERsbiwcPHmDTpk1QKBR4/fp1o8+1atUKISEhDX534cIFWFhYIDU1Fb1794ZEIkHPnj3h5OQECwsLAEB4eDhUKtWfJlEbGBigdevWmDp1Krp27YqFCxfC19cX06ZNg5aWVoMkw5s3b2LDhg3o06cPtLW1MXXqVBw9ehSlpaXw9/eHg4MDfvnlF9TX10OpVDYglnwqc3NzvH79GmfPnoW9vT26d++O4OBgGBkZYeXKleJzkydPxunTpzFv3jxERETgxx9/xOXLl2FtbY3ffvsNn3/+OR49eoTTp09j7969WLRoEVatWoXevXvj1q1biI6OxrNnzxAXF4cjR45g1KhRAD7YeFVVFVasWIG6ujqR2JuSkgIA2L9/P5RKJUiKZOx/Ve3bt08kAdfU1ODgwYPo3r07evXqhSNHjkChUCA8PBwAUFFRgYsXL6KoqAjbtm1DdXU1wsLCsH79erRs2RIeHh6IjY3F119/jcTEROzatQvLly9HeHg4tLW14ejoiL/85S+IjIzE7t274eHhgcTERDx9+hQvXrxAVFQU3N3dxTE1du3o6IiTJ0/i8OHDGDp0aJPPikYbN26Ejo4O/v73v8Pa2hoDBw4E8OFZ2717N+7du4fDhw/j9OnTaN++PQwNDXHr1i1MmjQJP/zwAxYtWoTu3buje/fuGDZsmDhuRETEn573yZMnOHPmDJ48eQJjY2OYmppiz549mD9/PgICAnDixAl89dVXiIqKQnh4OFxdXbFnzx68evUKWlpa+PnnnxscLz8/HwqFAsuXL4eurq4AJQCAl5cXJk+eLOhlUqkUJiYm+PHHH5tsm7GxMdzc3HD//n2cPXsW/v7+YryOjY3FzJkzMWjQIHz77bdYuHAhzMzMxL5yuRxv3ryBp6cnXrx4gd27dyMyMhILFizA5s2b0bt3byiVSty+fbvJc3t4eCA9PR0VFRWIiIhAaGgo1q1bh9evX6OqqkrQrgAgICAAwAeAwt/+9jf8+uuvgsYTFhbW9M3+d2VkZCA6OhpxcXFwd3fH8+fPkZGRgfXr16Nz584YMGAAnj9/jlatWqFly5bIyclB//79cf/+fQwZMgTPnj2DpaUl9PX1kZeXh65du/6H52tWs/5v6J/jXjWrWf+L5OjoiOLiYujq6sLMzAzPnj1D165dkZycjC+++AJ5eXmQSCT47bff8M0332Ds2LEIDw/H77//jgcPHsDY2Bh2dna4ePEi1Go1evbs2eR5YmNjUVVVhZiYGAAfsIm///476uvrYWBggNmzZzdA7BkYGOC3336Du7s7Jk6ciHXr1iEhIQELFy7EgQMH8P3338PBwaHBOVq0aIHOnTvj7du3iIqKQnp6OmJiYrBx40Z0794de/fuFZ+9efMmVq5cCW1tbUgkEnTp0gVnz54F8AEJOGnSJPz2228ICgrCjBkzsH//fqSkpOC7774TdKFPJxDLly8HAPTv3x/6+vo4ffo0unXrhvfv3wP4gMrT0dFBcnIyevToAaVSidevX0Mmk6F169YwMzPD6tWroVAoUFhYKBCQDx48QGxsLKqrq3H79m24uLjgzJkzMDY2RmVlJQ4dOoSAgAB8/fXXUKvVyMzMbIT/Cw8Ph4GBAUaMGIHdu3fD0NAQv/76K0aOHImoqCj8/e9/R0xMDB49egR3d3ecOHECY8eOBQCoVCrMnz8fV69eFWSd0aNH46uvvoKWlhZ0dHTw5ZdfNnnf9fX1sWvXLnh5eaGyshLv3r2Dv78/rl+/jsrKSowcORIeHh5QKpU4ePAgli9fDj8/P/z8888YNWoUJk6ciKNHj2LQoEGws7NDWloaXr16hR49eohzHDhwAAMGDMDdu3fx8OFDvHjxQkyIBg4ciM8//xz6+vpISUmBi4sLunXrBiMjI3z22Wd4/PgxJk6cCKlUivr6ety7dw92dnbIz8+Hrq4urKysBHrzf6tKS0vx7t071NbWYvLkyZBKpTh+/DiGDx+OGTNmoKCgAPX19ejSpQt0dXXx9ddfo7a2Fk+fPsXXX3+NuLg4TJkyBampqXjw4AF69OiBkpISJCQkiEnvsWPH8PXXX4tx4Y8//sD9+/ehq6uLXr164eTJk1AoFNi7dy/MzMyQnZ2NlJQUvH37FsOGDUN0dDR27dqFxYsX4/DhwzAzM8O5c+fwww8/oEWLFg2u59WrV9DX14eNjQ169OiB+vp6XLhwAZ6enjhx4gR8fX2xdOlSbN++Hc7Ozti3bx8CAwMRGBiIESNGwNraGhMmTMDSpUvx/fff///Ye++wqs5u3fsGFkiVGhAIIvpaAwLBiJGoaDCKGiWi2BBRkaCoWKPBhooVFDuxYEHFgkbUiAVEEVSsqHSQJlIE6X2x4P7+8Kx5JJD3fff+9j5n51zc17WuSNacTx1zrmfMZ47fwLJly3D37l3Y2tq2uqY+dz6lio2NxdOnT9G7d2/cuXMHOjo6UFVVBQDcu3cPs2bNwrlz59DY2IiQkBC8ePECHh4e+OmnnxAbG4vc3Fw8fvwYlpaWKC0tFebmzp07qKysxMuXLyErKwsLCwvExcWhW7du+PXXX3H16lWIxWKoqqqif//+uHbtWpu2NTU14ezZs6irq4OVlRVUVFTg6OiI5cuXIy4uDrq6uq0QyhcvXmx1fkNDA96/f4+uXbsiIiICZ86cgb+/P/T09ODl5YWNGzdCUVER+vr6ber++PEjQkND4ezsjKSkJPj6+kJbWxt79+7Fs2fPcOXKFXh5eaG+vh4A4OXlhf379+Pt27dwcnJCeHi4MI42NjawtLQUqGJ/1r1791BSUgIHBwdcuHABGhoa0NTUxMOHDwEA5ubmyMnJgbKysmAvZmZmePz4Mb7++mukp6dDQ0MDzc3NKCws/EsUaoc69F+pjh2ADv3t1LlzZzQ0NAD4tICurq6Gjo4OysrKoKWlhfr6esjJyUEkEglsZT09PTQ3NwusbSUlJdTX16OlpQUeHh7t1qOlpSWw+oFPfG2SmD59OqysrLBo0SKsWLFC+BgaGqJ3794wMjJCc3MzunTpAhkZGfz+++/o2bNnuzjPsrIy7N+/H8rKysKPwxdffIHNmzdj/fr1uHPnDqZOnQrg02JciscrLS0VnoouXLgQDx48QHJyMtzd3YXFu4KCAgwMDHDixAmMGjXqLzGYAQEB0NLSgqysLLS1tfH48WMcO3YM8vLyMDAwwNatW+Hu7o4lS5ZAIpGgpqYGioqKEIlE2LdvH9zd3VuNA0mMGDECp06dQnV1NUpLS4V5efz4MW7dugVVVVX4+vpCRUUFhw4dwtdff43o6GjExMQIuySLFi2Cm5sb1NXVsWLFCtTX12Ps2LHo1q0bFi1ahOPHj+P48eMYNWoUzpw5g7q6ujZ9y83NRXl5OX744QccOnQILS0taGlpwZYtW6CmpoaMjIw2T9AVFBQwceJEGBoaom/fvhg6dCj+8Y9/oLS0FMAnHvm4ceMAfMqBoKmpCVlZWejp6UFOTg6amppQUVFBc3MzVFRUUFFRAS0tLXh5ebVp35o1a+Dp6QlFRUWcOXMGM2fOhKKiIlRUVBAQEAAXFxf4+PhAQ0MDcnJywneysrLYuXMnmpubUVJSAjk5OSgrK0NRURFycnLYs2cPJBIJGhoacOzYsXbn/f+kjhw5gsbGRjQ1NWH//v0QiURQVFSEsrKy4JTq6uqirq4OZ8+ehYKCAhQUFKCmpoZt27ZBXV0dMjIyKC4uRkhICBwcHBAXF4fKykp4eXlBWVkZQUFBGDJkCKqqqvDdd98B+GRDxcXF0NLSQl1dHdTU1KCmpoba2losXrwYp0+fxo4dO4Sn85WVlcK9xdPTEwDQu3dvDBkyBF999RVWrFjRLlJS2l7gU54SGRkZiMVi3L59G4aGhnj69KlwbGhoKBYvXgwAuH//Pi5dugRlZWXBeWtpaUF5eTnq6uowbNiwVtdWezkH1NTUUFFRgY0bN2LhwoUoLi5GXl4eysvLkZeXh8rKSnh4eKClpQVlZWWIiYkRnJXJkydjxYoVWLBgAQAI8zJ48GBYWVmhvLwcurq6wj1FVVUV165dQ1xcHLS0tCAjI4Py8nL4+vpi/PjxGDlyZKu2ycjIwMLCAl9//TVu374NVVVVyMvLQ09PD+/fv8fBgwcFDPDy5cthZmYGAGhuboa/vz+0tLQwcOBAXLp0Cba2tsIOnqysrLBT8Pm983PJy8sL87Bt2zY0NjaisbERy5cvh7GxMbp164auXbsKYysvL4+FCxciPz8fb9++RVVVFXJzcwF8yp9RWloKbW3tdu27tLQU1dXVOHbsGOTk5LB//35kZGTg48ePaGxsxI4dO2BnZ4eioiIUFxdjxIgR2LVrFzw9PbFhwwaMHz8e6enpqKurg7W1NUJDQ9utp0Md+q9UhwPQob+d4uLi0Lt3b7S0tCA3Nxe2trY4f/48pk+fjj/++AMWFhaorq7Ghw8fMGjQIHTu3BlHjhxBdXU1zp49C+ATA9rCwgJLlixBTExMu/WEhIQgJiZGeAqvra2NTp06YdasWdDT02t3QX3nzh0MHDgQ6urqCAoKwrBhw3DlyhV89913KCsrw9u3b9ut68GDB0hISMDNmzdx7do1TJs2DTdu3IC5uTni4+MRHBwMHR0dKCgowMnJqU2db9++hYuLC5SUlODq6goAyM/Ph0gkQnp6OmpqajBr1qx2udwXLlxATU0NxGIxrl27hh9//BFWVlYoLS1F7969ceHCBcjIyODSpUvYsmULvv76axgbG6Nz58746aef2n0t4fr16yguLsaLFy8QEBCAgIAApKam4rvvvsOIESPg4OCAs2fPws7OTnjKaWZmBlNTU2hoaGDhwoXtJu+5evUqSkpKQBJHjx6Fvr4+xowZg0GDBsHc3LzN8X369IG+vj7Ky8vx4sULDB06FHJycnBzc4O5uTkMDAxa7cpIE4e1pwMHDoAkPn78iKtXr+Lhw4d4+fIlLl68iOrqahw5cgQaGhoYN24cnjx5An9/fyF50189Obx8+TLmzJkj2HBRURGSkpIQFRWF4cOHQyQSwc3NDX369MHhw4eRl5eHiooKqKqqYurUqZCTk8OUKVOgqqqKsrIyFBYWonPnznB0dISsrCzk5eUxZsyYv+zT/ymNGzcOIpEIcnJycHBwQElJCV69eoUePXrAz88PtbW1GDp0KBQUFPD9998jJycH2dnZuHHjBsaNG4fhw4fDw8MD48ePx6xZs4Qn+REREZBIJDhz5gxGjhyJ9PR0vHr1CkOGDEFAQACuX7+OPXv2ICAgAAkJCRg6dChu374NPz8/3L59G6dPn0ZVVRUuXboEFxcX9OrVS8gFIicnJ+Qw+FfKyMhAXl4eNmzYAAsLC5DE1atXoaenh4yMDIwaNQoA4Ojo2GrHccaMGTAzM8OuXbvw8eNHHD58GPX19Xj27BmWLVvWynH4XFlZWfj9998RHBwMbW1tuLm5YebMmVi0aBF+/PFHnDp1Cvr6+qiqqsKYMWOgoKAg2MyUKVPa3EOATw8jTpw4gaysLLx58waXL1+Go6MjRo0ahe+++w6nT5/GuHHj8NNPP6GoqAhDhgxpdQ98/vw5MjIyWpUpkUhw8eJFWFpaQk5ODhKJBF9++SWOHDmCoKAghIaG4sqVKwA+5RPJy8sD8Ck/g5OTE/Ly8hASEtKmrTU1NUI+hHv37iE5ObnNMR8+fEBTUxO6dOki/D8VFRVcu3YNfn5+6Natm5CzQKqmpibExcWhpKQEX3zxBfr27QvgUyJBf39/pKamYsOGDW3qmjFjBm7dugVXV1dMmzYNFhYWCAsLw5UrV9pNxNahDv2P0P+98IMOdeg/JmkQ8LVr17h06VIePnyYN2/e5NSpU5mfn08rKyu+ffuW8+fP55kzZ3jlyhW6urpSTk6OhYWFQqCXt7c3t27dyvj4eNbU1HDAgAFt6vLw8CAAGhsbMz8/n9bW1nzz5g13797NyspKOjs7twrOJckrV67w6NGjnDt3LuXk5KigoMDm5mbGx8dzx44d9PPz4/Pnz0l+okbY2Njw3bt3BEBfX1/OmTOH+vr6Ql8yMjK4YMEC1tfXC1hF8hNPHH8KXrt37x7t7e0pIyNDIyMjjhw5UmBk19XV0dHRkYWFha3ae+zYsVZlqKqqMjMzk+7u7gwJCaGqqiqTk5OFnAbDhw8Xgh+PHj3KpKSkdufp4MGDDAsLo7W1NY2MjKihocGUlBQqKSnR39+f69atY05ODk1MTFhfX8+RI0cK5R44cIBpaWmsrq5uQ1rZtWsXb968SQsLC+bn51NGRoby8vICHlFFRYXZ2dk0MjJiXV2dwE7fsWMHfXx8+OzZM9rZ2Qm4RA8PD6HsZcuWsbS09C957kOGDGkz5uvXrxfsJCcnh5qamszKyqKenh6XL18u5AYwNDRkUVERu3Xr1or2oaury+LiYurq6rK5uZnJyclctmyZgKWdOnUqa2traW1tzebmZsbGxtLPz4+NjY308PBgVVUVm5qaOHr0aJKfSCmNjY1cunQpS0tLOXDgQJJkXl4eN23a1G6//qtlbW0t/PvZs2cMCQkhSTo7Owt9ISmgQUkKOM0BAwawoqKCnp6eQl9qa2s5evRoNjY28v3793R1dSX5CQHq5eUl8POrqqqEgPCjR4/y/v37HDVqFLt27cry8nKmpaVRSUmJ27dvp5eXFwEI8/K5/UuZ8CkpKVRXV6eRkRFHjBjRbl8bGhro5OQk/FuKhmxubqZYLGbfvn3Z1NQkoDNra2vZo0cP1tfX09jYmG/fvqWKigqDgoI4bdo0JiUlCQx9eXl56ujo/CX1STp+9fX1dHV1ZWVlJa2srJiTk0NXV1eePHmSmpqafPjwIceOHUsZGRnKyspSX1+fKioqvHTpUpsypdhPaV9qamo4dOhQ1tfXc/To0Xz8+DG1tLQYFhZGJycnGhoaCuQe6efPQcC1tbW0tbXlixcveODAAa5YsYKJiYnU09NjYWEhDQwM2s1dIb3XSfspDQKWgg4MDAz4/Plzzps3jz4+Prxx40aboHixWMyjR48yLi6ONTU1tLGxoYyMDO3t7Xn//n2qqanx/v37rc6R5oRobGykn58fk5KSaGlpSRMTE+bl5VFBQYEbNmxodU5LSwsHDBggIImvX79OFRUVdunSRfjt+VdBwG/fvu0IAu7Q/3F1OAAd+ttI6gAMHTpUwICuWLGCqampNDMzY3l5OW1tbfnkyRNu376d69at46tXr2hubk4tLS326NGDSUlJXLlyJRsaGjh37lzm5+cLKMampiY+evSIZ86coYeHB9PS0qirq0t5eXlaW1vz6dOn9Pf356pVq5ieni5gPcvKyjhv3jxeuXKFcnJylJGRYV5enoABlSYZOnXqlFAP+ekHV+oASDF6srKyLC8vp7GxMd+9e0cXFxdeuXKFUVFRdHFx4cePHykWi6miosLp06cLPzaKiorMzc2llpYWP3z4wJEjR1IikTAgIKAVB1ssFgttOHPmDFVUVISP1PmQkZHh+vXruXLlSiYnJ7O+vp49e/ZkYWEhZ86cyebmZgFramdn14ZsdPDgQYpEIgGhqaGhwby8PM6dO5dHjx6lsrIyU1JShHLz8/M5Z86cVuW2h1k8cOAANTU1qaamRi0tLXbr1o3p6el0dXVlQEAAr1+/zlGjRrGiokIgdri4uAjYVmdnZyE5lJRBL8X9/StE6OjRo6mmpsbq6mphvJWUlKigoCAs2FRUVCgvL09HR0eePXuWCgoKfPr0Ka2srFhVVUVjY2OmpKRw1apV3LVrF2NiYtjY2Mhu3bqxoqKC48aNY2NjI48dO8bY2FghJ0VdXR1HjBghIA0//6/034mJidy2bRslEonwnUQiEfCnjY2NlEgk9PLyYkFBARsbG9mvXz+SZHx8PA8fPkySAi6xsbGRw4cPJ/kpgdOdO3fY1NTElpYW9urVi+SnBFtSJv/ChQtZXFws1Cm1taamJgEjKUVVFhcXc+HChbx06RLv3btHZ2dnlpaWCuc2NTXx2rVrvHTpEufOnStQdcRiMTMyMvjLL79w3759fPToEcViscCGz8nJ4YIFC3jgwAHBAfjw4QP19PRoZWUl5M24ePEix48fz/fv3wuJzl6+fEkAPHr0KGfNmkUtLS2qqqpSRUWFEyZM+Eu7aGpqYlNTEyUSCdeuXcusrCwOGDBA6KezszOvXLki4IHz8vKor6/PDx8+UF1dXSCHycrKUkNDg+rq6qyqquKoUaMYGxvLI0eOtKnz48ePdHd3F1CpU6dOZXFxMbt27UqxWMzk5GT+8ssv3Lx5MxUVFZmTkyPcF6T3mvZoPU1NTYyPj+e+ffvY3NzMCRMmsLy8nAYGBiwqKuK0adN48uRJnj9/no6OjszLy6Ouri7NzMyYlpZGFRUVnjt3TrATqUNka2tLiUTCwMBARkVFccSIEVRRUaGuri6zsrIoJydHf39/rl27VrgXNTU18cOHD5w9ezabm5vp6+vLFy9ecNCgQayqqhKuNVlZWcrJyQnITZLCffnp06cMCAjg0qVLmZaWxqamJmppaTE3N5cikYhr164V7sU2NjaCjUkxqtu3b+fLly9paWkpPAxKTk6mp6cnJRIJm5ubOXHiRCEPwLt37zhv3jw2NDRwxYoVQl+0tLQ6KEAd+h+pDgegQ38bSR2A33//nStWrODhw4d548YNzpw5kzk5ORwyZAhTU1O5cOFCBgcH8/Lly3Rzc2NmZibFYjF79uzJtLQ0amhoUFNTk/Hx8bSwsKCpqSlra2uFbKHk/94BkH4+dwCWL1/OzMxMjh07lhKJREBNXrlypdU5CgoKrKys5Lhx43jr1i3hR3fGjBlsaGhgeXm54AAA4Llz54RsqdLsuosWLWJpaamwyB4/fny7OM7p06cTAHv16kUArXYA3NzcaGJiwrq6Otra2jIxMZHr169vU0ZjYyPl5eVpZGRETU1Namho8N69exw3bhzfv3/P0aNHs6qqio8ePeLNmze5evXqdjPtHjx4kAD47Nkz6ujoUFZWlpMmTeL169eppaXFK1eucPbs2RSJRKyvr2efPn0oFot5/vx53r17lytWrGB6evq/ZK3X1dVRQUGBhoaG1NbWFp7eZmZm0tTUlPLy8oItSHchevbsKfD6586dy9LSUvEsH2cAAQAASURBVCF77D9Dg/5ZT58+pbe3N93c3IT5e/funTB+AIQkQCkpKVRRUWGPHj1oa2vLsLAwBgUFccmSJVRQUGBdXR319fX57t07zp8/n4GBgYyOjuaIESPYq1cvlpaWsri4mDNnzuStW7eExGQTJkyglZUVMzMz6eXlxYaGBu7YsYNpaWmcMmUK6+vraWdnJyS/CwkJ4evXr1lZWUlbW1sBh1pdXc36+nrBxqRjIP1OqiVLlrRCcJKfnnxLn+RXVlZSIpFw5MiRLCwspK+vLy9dusSXL19yzpw5zM3NFRaDn9cpXfDW19ezV69ezMzM5ObNm7l9+3bGxsZSIpEIu0lZWVlctmwZd+3axbi4OA4aNIh9+vThu3fvOHXqVEZGRlJHR0dwAKT5IOTl5enp6cl9+/YRALt27SpgfP/8iY+P/5fzLx2jkpISrl27luHh4QwLC2NTUxMrKipoY2PD9PR0enh48Ny5cwwJCeHYsWPZvXt3ysrKcuTIkXz48KGQ4EtVVZXx8fH/0uZbWlpYUVHB1NRUBgUFce/evYyLi6O9vT3fv39Pe3t7RkdHU0NDg8HBwXRwcGD37t1bPal3dXVtkxOkvr6eTk5OrK6u5vXr1/nkyRPhetfW1mZ5eXmr+wL+F/64PbzwmjVrWFpaKvD+P8927uvrS0VFRWZnZ1NOTo7y8vL09vZuU0ZTUxMnTpxIsVjMixcv8uzZs/T09GRaWho1NTVZVVUl9EdHR4eqqqrMz89nS0sL7ezsKJFIePfuXe7du5fe3t7s27cvc3Jy2sz5tWvXWFVVxebmZkokEtrb2/PJkyf08fGhv78/o6OjBQys9OPp6cnQ0FDBTlpaWigvL8/Jkyfz/v371NXVZUREBKuqqlhaWsrGxsYOB6BD/yPVEQPQob+dLl++jG+//RZNTU14+fIlZs+ejU2bNmHPnj3Yt28fRo0ahY8fPyIjIwOTJk3Cjh07kJCQgOHDhyM3Nxe//vor1q1bh/fv36OyshInT56EsrIyDhw40AbTCQAODg7ttiMgIAAtLS3YvHlzm+/Gjh0LWVlZpKSkoHfv3igrK4NYLEZdXR02bdoEkUiEX3/9tdU506ZNw5MnT+Dg4ICEhASYmppi9uzZGDhwIC5fvoyGhgb4+/tj1apVfzk2f4W2jI2NRV5eHm7duoXDhw/j559/bvc4Q0ND+Pj44KeffsL48eOxceNGrFmzBmvWrIGPjw82bdqE7t2745tvvsG6detQUVHxl++4fvPNN/j48SOUlZUxd+5czJs3D+vWrUNoaCh+/fVXGBkZCcd++PABeXl5GDBgAPz8/HD48OF2saV/Vvfu3bF69WpMnz4do0ePhp2dHb766iscO3YMhoaGgi38+uuvyM3NxfDhw5GWloZr165h06ZNWLBgAV6/fo0TJ06gtrYWK1euhEQiEYL//pm2bt0qBNiOHz8exsbG0NfXx6ZNm2BiYoKdO3diwIABWLFiBZqbm3H27FnIysriwoULqK2tha2tLdzd3ZGcnIzRo0cjKysLenp6IIni4mL0798fZ86cwbJly5CWloauXbvCysoKv/32G3Jzc7FlyxbExcVhx44dWL58OVJSUmBrawtlZWWcPn0aubm5uHbtGoKDgzFr1iyMGjUKPXr0gL+/P27duoWMjAxUVVXh9OnTeP78uRCfsnbtWiQnJ6Ourg5Hjx5FVVUVqqqqsGzZMigpKaG5uRnr1q1DQ0MDfv/9d8THxwvjIUWWampqYs6cORgxYgR69uyJdevWYePGjYiMjMTjx49x6tQpxMfHIzU1FQcPHsTGjRshK/vp50hfXx/GxsYYMWIEnj59iidPniA2NlYIgP+zXrx4gYEDB2LXrl3Yt28ftmzZguLiYhQXF+PEiRNYvnw5DA0NYWlpiT179qBbt27w9fWFnp4eJk6cCOBTfM9/BL3o7e2N5uZmVFVVYfPmzfj222+RkpKC6OhorFixApGRkZgwYQIWLlyI1NRUZGRkoLq6GmfOnIGKigo2b94sELhcXV0xZMgQWFpaCjjUv5JEIsGaNWugqqoKR0dHzJ49Gzt37kRISAjMzc0REhKCiRMn4tdff8WDBw9QWlqK4OBgKCkpCWWcPHkSZ86caVWugoICPD09cfr0aXz33Xfo169fq+9VVFTg4+MDBwcHTJgwAQCEgNc/a8GCBVBVVUVgYGCrOUtPT4eXlxe+/fZbmJiYYMKECTAyMhICkD9XZmYmzp8/j7t370JWVhaZmZmwtLTE3r17UV9fj9evXwvHurq6wtbWFsCnWIyIiAhUVVXhwYMHUFRUFBCkQ4YMaTeu6LfffkNdXR3evn2L0NBQXLp0CT179oSGhgYiIiKQl5cHGRkZod8AMGnSJOjp6QnzpaqqitmzZ+PUqVPYvXs3Xrx4gY0bN8LQ0LAjBqBD/2PV4QB06G+n/v37Izc3F7KystDX18ezZ88wevRo3LhxA9999x3S0tKgoqICbW1tJCQkYMSIEbhx4wZGjBiBV69eCZSWtLQ0VFVVISwsDMAn5Nz58+fx7t27VvU5ODigsLAQSUlJUFRURNeuXfHw4UNcvHgRcnJy8PX1xYsXL1qdM2bMGMjKyiIyMhLm5uYoKSlBY2MjKisrBSRnYGBgq3OmTJkCfX19/Pjjj7h69SqKi4vx5s0bhISEwMjICHV1dbh9+3YrqktRUREKCgoAAIsXL4atrS2WL1+OnJwcZGZmQiwWo2/fvrh//z5CQ0MhKyuLQYMG4c2bN+2OrfSH8/jx4wgODsahQ4cwa9Ys/Pbbb5g+fTp+/fVXXLhwAefPn0dVVRWioqKEH7ja2tp2mfRisRg3btyAsbExEhIS2g3q69y5M9TV1VFUVISXL1/C19cXcnJyuHv37l/agZycHEaMGIFFixYhMTER6enpsLOzw5o1a2Bra4vx48fjwoUL0NfXh6mpKY4ePYodO3YgPDwcFy5cwNOnT+Hj4wMdHR24uLgIwbPNzc2IjY0F8IkiVFZW9pdtmDx5MgwNDTFu3DgoKirip59+wuzZs9G/f39UVlYiLy8PY8aMwapVqzB16lQcPnwYqampkJeXx/bt27FmzRqMGTMG+/fvx/r16zFy5Ei0tLTgwYMHWLJkCX766SccOXIEsbGx6NmzJy5cuABbW1tUVFQgNDQU4eHh2LNnDy5cuAAlJSVoaWnhwoULEIvFQqDy+vXrkZKSgtzcXFy4cAGrV6+GgoICrl+/Dk1NTcyfPx/GxsbQ1dXFkydPsHv3boSHh0NNTQ1Lly4VyCVPnz5FU1MTIiIisG/fPtTV1cHQ0BB6enqoqKjA9u3bIS8vLyyikpOT8e7dO1y8eBEXL15EYGAgSCI2NhY2NjYwMjJCly5dMHz4cERGRgoB6rW1taioqIChoSGGDRuG6OhohIWFwd3dHY8ePYKRkRE6deqElJQUODg44MaNG/D09MT9+/ehqqqK+/fvIz8/Hx8+fEBYWBgmTJiAqqoqxMTEwMLCAqampnBxcUF+fr7g3Ovp6WHw4MF/Oc9/1k8//YSWlhbcu3cPAHDt2jUMGDAAJSUlsLOza9dZGT58OO7fv4+mpiZERkbCzs4OAPDmzRtkZmb+W/XKysrCxsYGL1++RGFhIUpKStoco6+vD01NTSQnJ8PW1haTJ09GXV0dVFRU4O7u3uZ4aSD127dvMXXqVJw/f16g/khVVVWFLVu2oLS0FBUVFejWrRtGjBjR7oJ67dq1KC8vxx9//CHMadeuXZGcnIxXr14Jx02YMAFZWVlt8ocAwO+//47Lly+jtrZWyIUQExOD7777DqtWrcKQIUNgYGAAJycn+Pv7448//gDwCT7Q1NSEpKQkuLu7QyKRID8/H5cvX4a7u7tAD5o1a5ZQ18qVKwW6kUgkgpmZGT5+/IiGhgb84x//EAhU48ePb9XGpKQkwQEQi8UIDw9HcnIyqqurceHCBXh4eLQKQO5Qh/6nqcMB6NDfTvwTyUZGRgYtLS1CYijpj6/0OOn/+/y74OBgfP/99zAyMoKMjAwaGxtx48YNzJgxo035UqrOn5/krFy5Unhq+edzPD09IZFIsGjRIly8eBG9e/cWmP1z587F/v372/Tr83YrKSlhxYoV2LJlC2RkZITvpP+tr6/H77//3u75srKyaGlpEdok7bu0rUZGRujfv7/w5La9djg4OAioy/Y0YcIEvHz5EtOmTROwk38eh507dwrIxC+//BLDhw9HdXW1QET5K5EUMJZ/Htf22vr5fz+f4796YqygoIAVK1YgISEBp06dAj+9Cimc36lTJyGfwL9Tv6ysLNzd3dHU1CRgD/X09BAVFdWqTaWlpQgLC2v3iee/koyMDMzMzKCpqYmXL19CRkYGq1evxpw5c1odRxJubm44d+4cli5ditLSUty8eRPdu3eHvLw8rKyscODAATQ1NUFWVhbV1dW4detWq/MBYOnSpThy5AiKi4tRVlaGf/zjH4IdkkRDQwOioqIwdOhQ4ZygoCChXBMTE/Tq1QvAp50gT09PHDp0qNW1CHwiUKWlpUFWVhZycnLw8fHBgwcPYGxsjEePHsHf3x/u7u7o1KmTYNdSO5Ze859f+wMGDIBIJIKlpSXMzMwgIyMDd3d37N+/X0Dydu3aFaampjh48CDmzp0LAEhOTm73mvyzIiMjUVVVhZaWFohEIkyZMgW3bt3C8OHDkZycjFGjRmH16tVt7GbatGkICwtDcXExAKCiogInT57E4sWLBRvavXs3RKL2U/OEhIQIi01DQ0N88803qKqqQkFBASZMmIDAwEDhM3nyZBw5cqTVOEspVNKx+1wtLS2Ql5fH5MmTcfLkSfzwww/o1q1bu+2Q2oCMjAwOHDjQ7g7A4sWLcfLkSSxatAj79u2Dm5sbTpw4gZ9++gnPnz9HamoqgPavrUuXLqGhoQGrVq2Cnp4ehg0bhkePHgEAli1bhm3btqG5uVno35+v8eXLl7dJECjt4+fH/vm8wMBALFu2TNjV6tWrFzQ1NdG/f3+QREtLi2Ar7ZWhoqLSypFZsGABwsLCsG3bNvj7+2P9+vW4efMmDAwM0KVLF9y+fRtr166Fv78/duzYgcuXL6NPnz5QUVHBw4cPhaRkHerQf6c6HIAO/e2UmJgIY2NjtLS0oKioCFZWVoiIiIC9vT0ePXqEXr16oba2FuXl5TAzM8O9e/dgb2+Pe/fuwczMDOXl5ejTp4+Q+GX//v2Qk5NDly5dEB4ejszMTIwcORIJCQnCR/pKhYKCAnbt2oXg4GBIJBJh4RcTE4MRI0a0Oufp06dwcXHBo0eP8OrVKxgbGyM/Px9r1qzB0KFDsWDBAujq6grHr1mzBnfu3MGjR4+wadMmREZGIiMjA1FRUbhx4wY+fvyI3bt3w9XVFSKRCAMGDECXLl1gYGAAANi7dy8aGhrg5+eHsrIyfPjwAc3NzfDz88OZM2dgZ2eHhQsXwszMDEeOHGmTlAz4hAI8efIk3rx5g6SkJHh6egqZfwsLC7F9+3bo6Ojg/fv3uHDhAqZMmYKmpibY29tDRUUFZmZmmDp1KhISErB48WI8e/YMMTEx8PX1RUxMDF69eiUsAADAzc0NQUFBOHbsGHR1dfHmzRvExMRgyJAhkJGRwbVr11BcXCzgWz+XnJwcPDw8kJCQgL179+LMmTMoKSmBr68v7t+/j7179yIiIgKFhYVITExEdHQ0Zs2aBVtbW7i6uqKmpgampqYoLS3FmTNnMG3aNIwYMQILFy5ESUkJTp48iezsbIH//7n69euHhIQErFu3DuHh4UhISAAA7NmzBwUFBXj69CnCwsKQnZ2NW7duYfPmzaiursa2bdtw+PBhHDx4ELm5ua0yqr5+/RqRkZGQlZUVnDuSmDdvHmxsbODn54fi4mIkJCRATU0NXl5euH37NpYsWQJTU1MkJiYiNTUVHh4e6NOnDzw8PODo6Ag9PT2cOXMG9+/fh4qKCiZNmoT58+fD3t4enTp1QkNDA9LS0nDnzh10795dyOXw1VdfYe/evUhLS0N8fDwGDBiA5cuX4/vvv8fixYuhrq6O8+fPIyMjA+Xl5QgMDERLSwvs7OwQEREBTU1NPHr0CAoKCvD394eNjQ1+/vlnDB48GI8ePcL79++ho6ODxMREjBgxAj///DPs7e1x/vz5VmPt6uqKCxcuYMSIEXj9+jV0dXWxb98+fPXVV7hy5QouXbqEH374QUgS9eLFC6xatQpPnz7Fjz/+iJaWFoSEhAiL4MePH6OoqAi3b9+GSCRqdc0mJCQIjsvnSk1NxYMHD9CvXz906tQJ165dg1gshre3NxobG5GcnIy8vLxWtpKbm4uFCxciODgY69evR2FhIcaNGwd5eXn8+OOP6NGjB3x9fbFz506EhobC09OzjQPw4MEDpKamYvDgwZCTk8OsWbMQHh6OoqIi4b5gbW2NEydO4Mcff8SJEycwZcoUPH/+HLa2tiCJqqoqTJ06FXFxcfD09ERCQgIcHR1x9OhRlJWV4YcffsCCBQtQU1ODpKQkFBYWClhNFxcX3L59G+vXr4e3tzeuXr0q2PWdO3faPBS5ffs2OnfujNDQULS0tGDkyJE4ffo04uPjISMjA39/fxw4cABaWlq4fv16m3H+5ptvIBKJMHv2bPzxxx8oKSkRHNRFixYhKysLW7ZswdOnT3Hr1i2sXbtWmLcdO3agsbERs2bNwp07d5CXl4e9e/di9+7dCA4Ohp2dHV6/fo3o6GgsX74cCQkJGDZsGPz9/QV066xZsxATE4PXr1+juLgYO3fuxPnz51vZh7e3N+7fv4+Kigps2LABjY2NqKqqwpw5c5CbmwuxWIyPHz/CwsICUVFRsLe3R0xMDPr164fq6mpUV1ejb9++iI2Nhb29Pe7evQtLS0uUlJSgqakJJiYmf7lD26EO/ZfqvzG+oEMd+i/V/58gYBsbG2ZmZnLu3Lm8dOmSgNvr3r07FRQUWFtby5kzZzI8PJyHDx9mY2Njq7oLCgqoqqrK3bt3083NjQ8fPuTIkSNZUlJCiUTChw8f8tChQ23anJGRQVtbW165coVaWlp89uwZKysrOWTIEL57946zZ89uc46BgQHV1NT45s0bAuD27du5evVqpqWlsaKiglpaWsKxDx48YGRkpBAELBKJmJmZSQBUV1fn0aNHOW3aNL548YK2trYsKytjfn4+3dzcePXqVT59+pQkaW9vz/r6+nbxoiYmJjQ3N2d6ejonTJjAW7du8cyZM6yurmbfvn1ZV1fXKvDzz6qvr2e/fv14/fp1oVxjY2NmZWVRS0uLZWVlVFZWpq+vrxD4OWHCBIrFYpaXlwtUmOvXr/9LGxk5cqQQDN2nTx/eunWLmpqavHTpEkeNGkUAAoZRGuzn5+fH6OholpaWcsiQIUKdNTU1rKur44oVK1hUVPQv65YSgf7qY2hoyNjYWALgzp07OWXKFMbHx1NDQ4NDhw7l8+fPqaamxgMHDnDWrFns1q0bc3JyqKOjw+LiYk6cOJEnT57k5cuXOXfu3FZ2PW/ePIaGhvLMmTN0cHBgcXExP378SHt7ezY1NfHGjRs8cuQIly9fzqKiIpaVlXHEiBEsLi7m0qVLeezYMV67do2zZs1idnY2hw4dSolEwtjYWG7bto2bN29mZmYm+/Tpw8bGRmZlZXHOnDmsra3ljh07+OLFC1ZWVnLo0KFsbm7mq1ev6Ovry0OHDjEmJkZAyJaXl7OoqIizZs3imTNnePPmTY4fP56VlZVCsOnkyZN59epV6unpMTY2lqWlpVRVVaWdnR1fvnzJtWvXcs2aNTQ0NGRiYiK1tLTYs2dPWlpa8vLlywTAs2fP0sbGhj179vync6KkpPQv55X8FCB/4MABIfBTX1+fEomESUlJXLJkCYOCghgWFsbZs2czKyuLNjY2TElJ4dixY3nw4EEeOHCgVRBwjx49aG9v/y/rra+vZ2NjI93c3FhbW8v8/HxaWFgwPj6e27Zt4+rVq4UgUgsLC4pEIrq5ufHIkSPU1dWliooKAbQhdZFkdXU1p02bxvr6er5//55OTk6MiopiQEAA165dSyUlJb59+5ZmZmatgts//4jFYlZXV9PT05Mk6efnJ9zjhg4dypqaGgIQ7NrFxYXdunWjnJycUMasWbNIkgEBAczJySFJampqMiMjg+7u7rx48aJwv05MTKSKigqNjIza9Eda58ePH5mYmMhly5Zx+/btrWyhubm5zXlVVVUcN24cxWIx09PTaWdnx8uXL1NLS4sA+OHDh3bnZeXKlXzz5g2HDx/O3NxcmpqaCqCDP9uCtC/SgPD58+czPT2dNjY2zM7OpqurK69evcqgoCAuXbqUV69e7QgC7tB/uzocgA79bfSfxYBaW1uzvLyc1tbWfP36NVVUVHjs2DHOmDGDOTk51NbWZktLC1NTU7l8+fJ2yRbNzc2Mjo6mkpISlZSUqKKiwtLSUorFYg4dOlRAAX4uiURCTU1NikQient7c9OmTXz27BlHjBjBqqoqVldXc9SoUW3qMjAwoIyMjEDb+NwBsLCwYE1NDSsqKujq6irQK6QOAACqqKjQ1taWN27coJKSEhUVFamiosKKigr269ePTU1NfPz4Mffv398K2VdXVyeU4e3tzZUrV1JJSYn5+fnU0NAQkIiRkZFUUlLiq1evaGlpKfDIm5ubGRUV1QYxWF9fT1lZWaqpqXHjxo308vJifHw8raysWF5eTisrKz579owbNmzg5s2bGR8fL5RraWnJzMxMrl69WhjfcePGtaGYSNXQ0EADAwOWlZVRRkaGysrK9PHxobe3NxUVFZmfn8+ePXuyoKCA06dP59WrV3n+/Hm6u7uzsLBQIAS9e/eOv/zyC48cOcLY2FiBzvLnOf5cWlpaAtVp1apVXLVqlUAHUlFRoYyMDNXV1SkrK0slJSXKyclRQ0ODZWVlAgZyzpw5DAwM5N27d2lnZ8fKykqqqKhw8ODBjIuLo7KyMsPDw+ng4MCKigph0ezo6Mhr167x4sWLdHZ2ZnFxMfv06cPi4mJOnjyZTU1NPHDgAB88eMCxY8eyrq6Oenp6LCgo4Lx589jU1MTVq1czOTmZLS0t1NfXZ3FxMWfPnk2xWEwfHx8mJiZSLBbT2NiYLS0tfPPmDTds2MCdO3cyPj6ew4cPZ2VlJc3MzJidnc1FixaxqamJy5cvZ3p6Ok1NTVlTU0M7Ozs+fvyYfn5+XLt2LRMSEgRbGDRoEOPj4+nj48P169dTWVmZWlpaLC8vp4KCAsePH89bt24xKCiIs2bNooaGBuXk5Pjx40cqKipSUVGRsrKyAlJXas/y8vJ0cnJiUFCQ8P/ev3/fypn+K+Xl5fGXX35hU1MTly5dynfv3rGxsZEmJiZsbm7mw4cP6e/vz9WrVzMxMVHoi/Ta37RpE318fKioqEgALC8vJwA6ODj8ZZ0tLS1sbm5mcHAwHzx4QLFYTHNzc4rFYr5//55z5szh2bNnef36dY4fP56amposLy9n3759GR8fLzijDx8+pKmpabsOwLJly/j27Vu2tLSwb9++zMzM5IIFCxgUFMRbt27R3t5ewFjm5uZSRkaGcnJygpMpdQBaWlqE8qUOwOjRo1lWVkZTU1OmpKRw7ty5DAwMbOUky8vLt3IApMhakm2cwRMnTtDJyYkaGhpUUFBo9/ofP348S0tLhXvcw4cPqaSkRGVlZSYnJ9PExKTd69fV1ZUfPnwQiG4ikYgqKio8fPgwZ86c2Ya6FhcXx6CgIIrFYo4fP54fP36krq4uZWVl6eHhwcDAQEZERHDcuHGCY1tWVkYnJycBCTt16lSWlpZSW1ubVVVVtLe3Z2RkJE+ePMm5c+fy3r17HQ5Ah/7b1eEAdOhvo38nEVhmZiY9PDxaJQLLzc2lpaUlc3NzOWvWLF6+fJlqamq8d+8ex44dS3l5eVZXV9POzo5Pnjzh4cOHBZa0VAUFBZw2bRp3797Nc+fOccaMGczLy2NLSwuzsrK4aNGidtuck5PDESNG8OzZs9TQ0OCDBw84fvx41tfXU19fv9Wx9fX1lEgkNDAwoLq6OlNTU6mkpEQ/Pz9u2LBBeIov5bd/nkzpcwcA/wtBunr1avr4+DA8PJyOjo4sKipiXV0dBw8eLLDxN2/ezHfv3pEku3fv3uYJn56eHuXk5FhUVERDQ0OOHDmS9fX13LFjh8DIrquro42NDfPz89vFi9bX19PMzIx37twhAGppaVFBQYE5OTns2bMn5eTkOHfuXF68eJEhISGcN28es7Ky2NLSwvfv3wuL0D/vyrQn6Q6A9GnlpEmTeObMGaqqqvLhw4dC8jEpEnb16tVCkjULCwvW19dz8ODBrK2t5dOnT3n+/HnW1dVRIpGwpaWlVaKrP+tf7QAYGRnxyZMnXLBgAdevX08ATE5OpoWFBXV0dJicnEwdHR36+vpy5cqVTExMZJcuXVhXV0eRSMT58+fz1KlTvHLlCmfNmsV3797RwsKCubm5nD17Ni9dusSzZ8/Sw8ODmZmZlEgktLGx4Zs3b7hq1So2NDTQ29ubKSkpQuKtmpoaPnnyhLt27WJ9fT1nzJjB9+/fs7GxkaampkxNTeXWrVvZ2NjIyZMns6ysjFZWVgLzPCYmhidPnmRTUxMdHR1ZXFzM2tpaOjk5MSIiggcPHqRYLBZyMAwcOFDYAQgODm6zA1BWViYs+gIDAzlv3jxmZmbS0tKS79+/Z5cuXejh4cGAgAAqKSkxMTGRlpaW1NHRYUJCAgFw06ZNXLVqlTAfqqqqTEtL+0/vAEgkEt65c0ewhcmTJ7O2tlZI5LZo0SKeOHGC165do7OzM9+9e0dLS0u+ffuW48eP59GjR6mpqcm4uDj26NFD2A2SJr9rT4WFhVy7di1JCtjI5ubmVskOg4OD273H6enptUpqZmBg0ObakSb7ku4AfPjwgQ4ODoyOjmZAQAC9vb356tUrIVmagYEBJ06cyMOHD7fZAaiqqhIQylIHQJpgsaamRkhq5uvryxUrVggLf2lyRqkDsHPnTmZnZ7O6upoWFhbMycnhnDlzGBoaSlVVVQJgenp6mx2AhoYGYcdu4MCBrK2tFRxmHx8fwRak97k/68+J6EaNGsWwsDCqqanx7t277e4aHDx4kLGxsaypqaG1tTULCwtpbm7OBw8eUFNTkyEhIULeB0tLS+bk5HDu3Lk8f/48z507Rzc3N2ZlZQl2PWPGDF6/fp1BQUFcvHgx//jjjw4HoEP/7epwADr0t5HUAXBycuK1a9d44MAB+vj4MCYmhtOnT2dSUhLnzJnDO3fu0N/fn1u3buW9e/fo4uLCpKQkuri48N69e9y2bRv9/f2pra3N4uJi6ujoCA5AbW0tDxw4wJSUlFZ1FxQUUEdHR/gBv3btGmfMmMGkpCS6uroyMzOTZWVlrc6RSCRUUFAQ2P7r1q3j6tWrGRcXR4lEQn19fTY2NrKkpIQkeejQIX748KFVdkx7e3tu2LBBeOobFxfHrKwsNjU1MSoqitu3b2d1dTW3b99Oe3t72tvbc+zYsQLzvHv37tTV1eXdu3eppaXF2tpa4XWcffv2sba2lgUFBUISJmkZ0s/du3fZtWtXysvLMy4ujhoaGvT19WVAQABv3rzJuXPnMiUlhRKJhG/fvhX68rkaGxtblfny5UuOHz+eAPj69Wt27dqVd+/eFbIlR0REsFu3bsKCtKCggK9eveKRI0dYV1fH9+/fs7m5WXhd4HOtXr2aY8eOZUNDA+3t7WlpackFCxZw9uzZwpgmJCQICdZcXV25a9cu3rp1i3PmzGFKSkorW6isrBSSTjU3N7O5uZnv378n+enVgZqaGqFuBweHNuP3+Wf48OFCG3r06EEdHR0C4KtXrygjI0MzMzNevXqVJiYmPHjwoJCA6NWrV+zRoweDg4O5cOFCurq68sqVK5w5cyYTEhLYs2dPpqSkcM6cOfT39+edO3eEvrx+/Zqenp68fPkyDx8+zLdv39LDw4OJiYlMSkqiu7s7b9y4wX379nHTpk2Mjo4W7Hr27NksKiripUuXePXqVcEByMjIoLOzMzMzM1laWsodO3bw1KlTFIvF1NHR4du3bxkbG8v169fz0KFDDAsL49u3bzlt2jRmZGQwLi6Oq1at4rFjx3ju3DlhR0hdXZ0vXrwQXt3o1asXIyIiaGJiwtevX1NPT48PHjygqakp16xZIzyFjo+Pp7y8PAcPHiyM7/79+zlgwACOGDHin86Jo6Nju/eavLw8wcY+fPjADRs2sLKykvv37+fDhw8pkUioq6tLsVjMGzduMCAggDNnzmRGRga7devG169fU0lJiVZWVgQ+Zfpevnx5q7qlC/zPlZOTQ4lEwvz8fNbV1bGyspIfP36kp6cn37x5w/r6euEVIE9PT+EeZ2hoyNevX9PQ0JD37t1jcHAwL126RHt7eyFnw+cKDw/ntWvX2NjYyOzsbE6ZMoVxcXH09vbmkSNHGBoayoEDB3L48OFUUVFhTEwMtbS02oyfWCxmbm4uGxoaWFpaKjgAVlZWfPPmDePj42lubs7AwEAC4KFDh7hgwYJW96pVq1axvLxcyHfSvXt3gY9/9+5dbt++vU1els8dgBs3bjAtLY3Lli1jUlIS6+rqOGjQIMbFxbWyBQBtdgBKS0u5dOlSvnjxgpmZmcI5s2bN4sKFC9t9Bai2tlbIdj5//ny+efOG48aNo42NDWfPns0zZ86wX79+jI6OprOzM5OSkjhr1izevXuXO3fu5M6dOxkREUFXV1cmJSVxxowZjI6O5ubNm7l3717euHGDjo6OHQ5Ah/7bJUP+C8xFhzr0P0RJSUkwNTVFQEAAmpqaoKqqCmVlZeTm5mLAgAGIiYnBoEGDkJKSAm1tbcjJyaGwsBD9+/fHw4cPYWNjgzdv3kBfXx/Nzc0oLS1F3759ERcXhyFDhuD58+fo1q0bamtrMW3aNGRlZaF///4QiUQoLCzE1KlT0a9fP7x//x4vXrxAWloaTExMkJubi7lz56JPnz7w8fFBYmIievbsCZFIBD09PaxduxZBQUFQVlbGwYMHMX/+fDx48AA9evRASkoKHjx4ACsrKygrK0NDQwOGhoYoKCiApqYm7OzskJ2djfnz5wtBuD///DOGDRuG8vJyaGpqoqGhAZMnT241Vjk5OTAxMcG8efOQkZGB+/fvY+HChRgzZgwuXrwIkUiEBQsWQF1dHVFRUTAwMIC9vX0bOoaTkxM0NDRw/PhxKCkpYdWqVaisrERtbS2MjY3Rp08fYfyioqLQpUsXTJ8+HTU1NTAyMoKSkpIQ1Pu5jh8/Di8vL7i6uuLAgQNwcnLC9OnTcffuXRgYGGD79u348OED7t69ixcvXmDatGn4+PEjDA0NcfXqVfTo0QPPnj3D+vXr/6nNvHr1Cm5ubhCLxTA1NcUff/whEJTOnz+PkJAQhISE4ObNm9i1axf69euH7OxsAb9569YtTJs2DSEhITAxMcH333+PrVu3YurUqWhoaICqqir+8Y9//Fv2W1VVhT59+uDrr7+GkZERkpOT8eDBAyxcuBBBQUFwcnJCXl4eunXrhuPHj8PFxQWXLl3CnDlzcPbsWYwcORJZWVlobGwUgq0nTpwIExMTXLt2DVOnToWnpyeOHz+OefPmISUlBcePH8fhw4eRm5uLN2/eoKamBjNmzICrqysWLFiAgQMH4u3bt+jcuTOUlJTw7t07WFpaIjY2FoMHD0ZycjJ0dHQgIyODoqIimJmZ4dGjR/juu+9w7tw5fPnll9DW1sbz588xffp0xMXFoaamBsnJydi0aROOHz+Ofv36wc/PDwcPHkRMTIxARykrK0NkZCSGDRuG0tJS+Pn54ZdffkHnzp1x9uxZLFy4EEePHkX//v0RHByMuXPn4v79+xg/fjx27NgBR0dH3L9/H1OnTsWZM2ewfft2zJ8/v9WYV1dXQ1VV9d+aH6mSk5Nx4cIFrFmzBhs3bsSkSZOgoaEh2MKECRMQHh6O7t274/Xr11izZg2GDRuGWbNmISAgAB8/fsS2bdugp6eHJUuW4Ny5c5CRkcHp06fx1Vdf/dO6N27ciNWrVyMoKAhjx47FjRs3UFdXBzc3Nxw4cABWVlaIi4tD7969ERQUBEtLS9y9exevXr2CnJwc5s6di48fP+Ly5cutyiWJx48fY/DgwSgvL0d9fT18fHywfv16HD9+HN988w2ePHkCGRkZZGZmwtzcHP7+/ggICICzszOam5uF6+BztbS0YP369TA3N4empiZevXqF+vp6NDc3o7q6GoGBgXBycsLjx4/xxRdf4OHDh8jNzUXXrl2FMvLz83HlyhU0NTXhyy+/xOvXr/Hdd9/h999/R0VFBZydnTFhwgQ4OTnhzp07qKiogJGREd69e4eysjI0NDTAwMAAL168wKVLlzB06FA8ffoUJLFx40aMHz8eT58+RVFRESQSCeTk5FBdXY2ysjIcO3YMM2bMwIQJE2Bvb4/6+nr88ccfMDc3R0NDA7Kzs/HkyRPo6uoK7Y2NjUVCQgISExOxevVqWFtbIzc3Fzdu3EBaWho0NTWhoKCA9+/fw8LCQriWkpKS8MUXXwAASkpK8NVXXwnX0qtXr/Dll19CLBajoqICioqK8PLyQmJi4r+0mQ516D+rDgpQh/52qqqqEhLbNDY2QkNDA0VFRfjiiy/w8eNHqKioQCKRQCwWQ01NDSUlJdDV1UVJSQnU1NQgFoshkUigoqKCjx8/4osvvkBRURE0NDTQ0NAAAGhqakJ5eTlI4siRIwA+ETl+++03aGhoQEFBQag/LCwMa9euFdpXWVkpYOhKS0uxdOlSqKqqQl1dHYcPH4aHhwcCAwPh6+uLyMhI/Pjjj2hoaGiTBEheXh4aGhrQ0NBAUFAQJk+eDF1dXaEv0h+Tf6aamhrU1dUBAHbs2IHJkyfD3Nwc33zzDaKioiAvLw9dXd12E6BJpaurCxkZGYhEInTu3BmVlZWorq6GsrIy3N3dsWHDBhQXF2Pw4MEYNGgQrl69iurqaoEQ8uHDh3bLlJOTg56eXpu5VVFRwe7du3Hw4EGIxWLMmDEDgYGBUFZWhry8PPT09FBcXPwvF/9Sde7cGZ07d4aWlhZEIhH27t0LFxcXWFtbw83Nrc3xCgoKmDJlCvLz89HS0oKUlBTo6uriw4cPkJGRgYaGBiorK2FhYYGSkhJUVlbi+PHj/1bCn06dOkFDQwO//fYbHjx4IIyFrKwsdHR0EBUVherqatjY2EBbWxuysrIwNjaGn58fNDQ0MGnSJIwdOxZaWlpwcXHB3r17UVJSgjt37sDDwwPNzc2or69HSUkJ9PX1sW7dOixbtgydOnVCbW0tNDQ0UF5eDgBYv349/Pz8YGtri7q6Orx58wYzZsyAp6cnfHx8sGbNGowdOxYFBQXIzc3FxIkTsWrVKvj4+GDx4sXw8fER+rV69Wr4+vrCx8cHurq6SE9Px6tXr1BbW4ukpCRs2bIFc+bMwfbt29HU1ITa2loBQ1paWio47CRx4sQJeHh44OzZs3j69Cl0dHRw+PBh6OrqIiUlBY8fP8bEiROhrq4u2G9lZSXmz5+PgQMHYurUqUL/pNfpP1NDQwPCw8ORm5uLt2/foqqqCqtXr8bx48exYcMGvHjxQrCF5ORkrF+/HkeOHMGOHTtw/vx5DBo0CDU1NRg+fLjQl06dOmHp0qVYtWqVkOPi35G+vj5kZGSgq6sLeXl5AICioiJkZWXRpUsXfPjwAY2Njbh16xbc3NxQWVkpJAhUUFBotVD9s6QIUrFYjLCwMAwYMACXLl3C6tWrUVxcDA0NDVRUVKC2thadOnVCp06dMG3aNOzbtw96enpYuHBhmzIPHz6MdevWobKyUkD+lpeXQ0NDAwYGBjhw4AC0tbWhrKwMTU1NLFy4EFpaWq3KkJeXh6ysLKZMmQI9PT1oa2ujqKioTV+k1+/nEovFaGhoQHR0NF69eoUvvvgCHz58gLq6OioqKgBAuF9LEzeGhISgublZuC9KtWPHDujp6aFTp07Q1NSElpaW8DtDslX+lT9LIpFgy5Yt+P7771FRUYGkpCRMnToVixYtgo+PD1atWoUJEybg/fv3KCgowI8//ohff/0VPj4+8PT0xPTp05GYmIjq6mrY2tr+07o61KH/KnU4AB362yknJwdffPEFWlpaUFZWhl69eiE+Ph7W1tZITk6GkZERGhsbUVNTIyDVpMmvunfvjpqaGjQ2NgpPYa2trREfH49evXqhrKwMLS0tqK6uxtOnT9HS0gJra2uhbjc3NzQ0NAiZYuXk5GBoaIjQ0FAhyc7r169bZbG1tLTEqFGjEBERgX79+iElJQXW1tZ4+fIlVFVVERISgu7du+PevXutkk4VFxfj6NGjMDIygpGREZYvX44TJ05g27ZtmDlzJiQSCdLT0/H+/Xvk5eW1O1apqakoLCwU/paXl4epqSmKi4sxdOhQqKuro2/fvnj16hWampqwYcOGNmVs2bIFkZGRqKioQFRUFBwdHZGamgpDQ0MoKysD+JSN1dTUFObm5pg0aZLAm29sbMSkSZPalHn06FFUVlYKOwMPHjwQnjxu27YNDg4O2Lp1K0aNGoWjR48KTz5VVVVhZmaGGTNmYPny5QCArKwsYTHdnrp27QojIyMcPHgQZ86cwcuXL6GoqIju3bsjJSWl1bHNzc3w9vbGyJEjcfHiRTg5OSEqKgrq6upwdnbG0qVLMXr0aMEmvvzySygoKOCbb775y7wDnysnJ6cV0vTixYvYuXOnwOgHPmVMzc/PR0BAAMLCwrBu3TokJyfjq6++QnBwMEJDQ2Fubg5FRUW8fPkSZ8+exdatW1FbWys82S0uLsbatWsxd+5caGhoQFtbG3Z2digoKMCoUaOgoqLyL9v6nxFJ7N27Fzt27EBqaipsbW3Ru3dvZGRkIDw8HCtWrMDp06cRGhqKmpoafPPNN0hISICVlRXk5OQwaNAglJeX4/Tp0xg4cCCGDBmCQYMG4dGjR9i4cSMAIC8vD+np6Th+/Dj27NkDf39/qKur49y5cygqKkJaWhqAT9fhv+OUycnJoVevXtDQ0ICWlhYSExPR1NSEgQMHwtvbG87Oznj//j1kZWVx7949fP311/Dz88OUKVNw7tw5WFhYIDAwUNhlsbKyAkm8ePECgwcPxuDBg3H//v1/a/y++eYbLFu2DGZmZlBTU4OMjAy0tbWxdetW9O7dW0jU5eDggA8fPqB3794oLy/H8+fP0djYiGPHjmHnzp3tzsvDhw9RWlqK+/fvY9KkSZg2bRp+//13SCQSREVF4fz585g2bRrS09OhpaUFDQ0NAJ+wqbW1te2iKb/55hts2LABM2bMgKGhIQBg+vTpOHPmDAYMGICoqCjs3r0bX375Jbp164akpCSIxeJWZSgrK0NBQQHr1q1D7969MXLkSDx9+hSDBg1CTEwMMjIyMHPmTPz222/4+PEj7t+/L1xrlZWVKCkpQbdu3ZCamgpra2s8f/4cpqam0NHRweLFi9GrVy+oq6vj2bNnQp4ODQ0N9O3bt1U7ZGRk8O233yI7OxsSiQSdO3dudX8YOHDgvzWHHerQ30UdDkCH/nYaM2YM4uPjIS8vj379+iE0NBReXl7YvHkzZs+ejejoaGhpaaFbt264efMmPDw84OPjAw8PD4SHh8PY2BhaWlqIjo6Gq6srNm/eDC8vL4SGhuKrr76CvLw8DA0N8fPPP0NeXh7m5uZC3devXxcSPAGASCRC//79kZ6ejszMTDx8+BDTp0+HoqIiRo4cCeDTgk7KIB8yZAiio6Px9ddf4/fff8f3338vJNwaM2aM8BTtc/Xu3RsmJibw8vLC3r17ER8fD1dXV4waNQpffvkldHR0hCfpf07e9dNPP+Hbb78V/q6trUVwcDCsra2xcOFCvH37FgcPHsSiRYsgEomwaNGidsd86dKlwr9lZWXh6OiI2NhYXLt2DT/99JPQtqysLDx+/BgAMG/ePIF5/ldaunSp8MrLtm3boKuri6+//hq2traIj4+HRCLBq1evMHHiRDQ0NCAvLw+7du2CRCLBqlWrAHxKjCRdPLenmzdvIjIyEgDg7e0Nb29vlJaWYvny5ejXrx8KCgowZ84ceHl5IT4+Hh4eHti0aRN++OEHPHnyBIsWLcKZM2cgkUiwfv166OrqwtfXFxEREfjw4QOUlJTg6+v7by02AWDOnDlYuXIlAMDHxwd1dXWorq6Gr68vpk2bBgcHB+Tk5AD4lGwuMTERhw4dwr59+zB69GiMGDECfn5+uHfvHkJCQnD8+HGcOnVKyNEQHR2N2bNnQ1FREQCQmZmJlJQUSCQSLFmyBGvWrGk3t8F/Ru29QaqoqIghQ4YgJCQEJFFdXQ0nJyds3boVhw8fxvHjx/Hzzz9j9+7d+Oabb1BRUYHFixejvr4ep06dwokTJ2Bubg5tbW28evUK69atw6lTp4TF2LBhwzBmzBgAwKZNm1BXV4eamhps3rwZ7969ExLcXb16td1MtZ+rubkZLi4u+Mc//oHU1FS8fv0akydPhrKyMtavX49ffvkFFRUVSExMFLIH19TUtCln9OjRsLW1xZIlSxAQEAA5OTmsXr0aCQkJOHv2LHbv3o2ePXv+ZTt8fX1RVlYGS0tLLFu2DHv27IGamhpcXFyQnJwMR0dH+Pv7A/i0oxYTEwNNTU1069YNX331lZCPobS0FIcPH25TvqysrPB6lZRL/+7dO4SFhWHSpEmtdjDHjBmDtLQ0vH37FsnJyTh//jxqampaOdm//vorqqqqYGVlhTlz5mDt2rX48ssvAXzKaH78+HFs375d2KV7+PAhLl++jHv37gnjJxaLMWfOHOTn5wuZhn18fNCtWzecOnVKsIXKyspWY7d06VLB7oyNjWFmZgZjY2PExsbC0tISly9fRr9+/bBr1y5cunQJx44dQ2ZmJkJCQiAjIwNDQ0OsW7euzRi1tLTg119/BQDcvXsX4eHhwnfS14k61KH/p/R/Ie6gQx36T0kaBGxraytgQFeuXMmUlBRaWFiwtLSUI0aMYFxcnIABjY+P56BBg1hWVsZBgwbx1atXXL9+Pbdv3864uDja2dmxtLSUOjo6FIlEVFNTo4qKCp8/f05HR0fW1NTQzMyMzc3NAu5S+rGwsGBZWRm1tLQoLy/PzZs3s6mpiW5ubiwvL2ddXV2bcxYsWMCsrCx2796dIpGIEydO5NOnT6mjo8PHjx9zypQpLC0tbXVOcHAwlZSUqK6uThkZGRoaGrKgoICurq4C+nHBggUsKSlhbW0tBwwYILS3qamJjY2NAt6ypKSE8vLyVFNT47Zt2/jLL78wKSmJVlZWAs+f/BQkGBERIZwr/bx584aqqqpUUVGhvLw8NTQ0WF5eLhBj1NTUeOjQIa5atYra2tqsra1lXV2dMIdSnObn5TY0NDA5OVnAdj558oS9evWijo4OLSwsmJycTG1tbQYFBQlkm5qaGpqbm7OwsJArVqzg2bNnGRsb28Zm2ps3Q0NDmpiY8Pnz51RQUKCysjLV1NSYk5PDbt26CX1ZunQpDxw4QG1tbb59+5ampqbs2bMnCwsLOWfOHIrFYq5evZpZWVnC+JaXl9Pd3Z3h4eG8detWqz63tLSwvr6eYrGYYrG4Tbvq6+sF1Cz+VwBgly5dBAY6ACoqKgrfa2trE/iU+2HGjBk8e/YslZWVqaCgQA0NDcrIyAjHKCoqCv1MT0+nnp4ee/bsyYyMDKqpqQl4UScnJ8rKytLExIS5ublUU1OjkpISQ0ND6ezsTJFIRE1NTfbo0YOpqalUUFDgiRMn6OHhQTk5Oero6FBGRoYTJ05keHi40B4p/vTjx4+Uk5Ojuro6N2zYQG9vb4pEIubn51NRUVG4BhUUFASkp7Tv0nGQfhcVFdXuGH7+kY795/Owfft2ZmRkcOjQoWxsbGRhYSFdXFzY1NTEHTt28M2bNxw9ejRLS0tpaWnJ7OxsKioqUkdHh/fv3+eECRMoKyvL2tpaysvL08PDg0FBQVRQUKCmpiZlZWWpoqIizLf0OmxP0dHRDA0NZUNDA0ePHs26ujoBybly5UqePHmSkZGRnDhxIouLi6mvr99qPlVUVPjq1Suhr9K8AS0tLcKHJPv168eqqipOmTKFDx8+5JEjR7ho0SJqa2uzpKREoH2pq6sLNpaQkNCqD5+X29DQwJaWFpqYmNDKyoqJiYnU0dFhUFAQnZ2dBTxr375928xJc3MzLS0tBRLZixcvuGPHDm7atIlv3rzhgAEDKCcnJ6BxFRQUeP78+VZllJSUcNq0aYyJiaGuri6fP39OGxsbAb0qHcs/193Y2Mjhw4ezsbGR165d45UrVzhjxgyKRCLq6+u3e460z6WlpZwyZQpjYmIEu9bU1GRxcTH79evHrKwsgdR148YNTp06lYWFhezTpw/z8vI4a9YsXrx4kefPn+fs2bP57t079unTh0VFRZwyZQrDw8N54sQJenp68ubNmx1BwB36b1eHA9Chv42kDsCNGzfo5eXFw4cP886dO5w0aRKLiorYr18/5uTkcN68eTx79izDwsI4c+ZMvn//nn379uX79+/p7OzMK1eu8OzZs5w3bx6zs7PZr18/FhYWcsiQIbxz5w4DAwNZW1tLiURCS0tLSiSSdrnT1tbWVFNTY3Z2NidOnMiLFy8yIiJC+NEwNTVtc46Ubd+lSxd++PCBtra2bGpq4qFDhxgZGdkup/rs2bMMCQmhvb09tbW1qaKi0or9fvToUUokEo4aNYqNjY2tFtyfy9TUlDo6OkxNTeXMmTN59OhR3rp1i1OmTGFhYSFNTU3Z0tJCiUTyl8jN9PR0Llq0iBs2bKC6urrAYNfV1eWQIUMYGRnJQ4cOsampiZMmTWJxcTHNzMxIkq9fv243WRr5iZh08uRJqqqqCvjGuro6GhoaMikpib/88gsDAgIYExNDiUTCLl26tHFy1q1bJ6D+/moMSNLY2FhYSKqpqQm4SZFIRB0dHerr6zMlJYXq6ur09/fn4sWLmZ6ezpqaGvbr10/gpZ84cULg6ldWVgo4wadPn9Lf35+NjY2USCS0s7Nrg5X9Kz18+FBY8MrIyAj/luYMACDYwrt376ipqSnkHlBWVqaSkhIfPHjAfv36USQSsaCggEOHDmVYWBh3797NRYsWUV5ensXFxdTT06O8vDw9PT25d+9eqqurMzExkYaGhvz48SNFIhHnzJnDoKAgqqmpUV5enjk5OezTpw/fv38vjJ8UsWpubs7i4mKam5szMTGRSkpKPHDgAOfOnUtNTU3KyMhQT0+P5ubmvH//vpAgSiQSUUZGhsbGxszNzaW8vLyAfYyNjWWfPn0IgLKysoIToKKiwpcvX/5bY1pXV8fS0lJ6enqyqalJcL6am5vZr18/5ufn09XVlbdu3WJISAhdXFxYVFREPT09gQgVHR3NwMBAzp8/n8nJyTQ1NaWWlhbT09OpoKAgtPfly5c0MjKiiYnJv2xXTk4ON27cyMbGRnp6erKoqIi1tbU0MzNjfX09nz59SlVVVV67do2Ojo4UiUSsq6ujqamp4CgqKioyNTW1TdlRUVG8fv06Fy5cyNLSUlZXV3PgwIHMzs7m4sWLuXfvXkZERHD8+PEUiUSsra2lpaUlIyMjCYCXL19uF39569YtRkRE0N3dnRUVFayqqhLQm9euXaOKigrv3bsn2IKFhUW7fZfeH+vr6wUHYNWqVUxPT2f37t358eNH9ujRg3FxcVRSUmJ4eHib86X3hcbGRi5fvpwZGRlC0jwtLS3Omzev3Xrr6uqYkpLCvXv3cu3atcI1pKyszKFDh7bbXjMzMwEHHB4ezp07d3LJkiVMS0ujvr4+S0pKaG9vz9jYWPr5+dHb25tv3ryhtbU1S0tLhUR/mzdvpq+vL58+fcrhw4eztLSUAwcOZEJCAlevXs3du3fzwYMHHDp0aIcD0KH/dnU4AB3620jqADg4ODA8PJz79+/n+vXrGRcXx4kTJzIjI4MzZsxgVFQU/fz8uHnzZsbExNDJyYlv376lk5MTY2Ji6OvrSz8/P0ZFRdHZ2ZkZGRkcOHAgVVRUuG7dOq5atYo9e/ZkcXExCwsL2dDQwPnz57dpT2FhIYcOHUpFRUX27duXGzZsIEkhudHnTx+l8vX1pZKSElNTUykvL885c+bw+vXrvHr1KhctWsScnBwWFha2Oufs2bPCQvDVq1dC0h+pA2BsbMzMzEwhmY2jo2O7OM78/HzKy8vTwsKCmpqa3LdvH9evX8/Hjx/T0dGReXl5JMnMzEwGBwezsrKyjSOQnp4uLJIvXrzIXr160cbGhmlpaTQ3N6enp6fAyC4uLqaDgwPfv3/PpqYmlpeXC9l1/6ykpCQCnzLk2tvbE/iUsVdeXp7u7u4MDAzkiRMnuG3bNr548YITJkxgfX09XV1defPmTYaFhbGiokJYaP+zJEs5OTnCTtK+fftobGzMu3fvCrkBBg4cKCz6DA0NGR4eztmzZ1NeXp51dXUcOHAgU1NTGRAQwLq6Otrb27OyspIODg6srKykl5cXKysrefLkSWZlZZH8hJElP+18tIdllOrhw4c0NDQUntwDoLW1NXv27MnQ0FACoImJicB4lyJmAdDd3Z2LFi0iAFpaWlJWVpYikYhmZmbU1tamgYEBz5w5I/QlJSWFpqamvHXrFo2MjBgYGMhBgwYJT2CnT5/OK1euUE9PjyEhIbSzs6OVlRXT09MJQMgK7evrywkTJtDCwoLy8vJMSkqiiooK16xZwzVr1hAAo6OjBecTADU0NNi1a1fu37+fQ4YMERjvAGhnZ8fdu3e3wj5aW1tTT0+PUVFRBMCNGzf+ZTK4P+tzW7h48SKvXbtGb29vJiYmsqmpiU5OTiwtLeWTJ0948uRJLlu2jPHx8Rw3bhzT0tLo5ubGoKAgrlu3jt7e3kJiqcGDB1NJSYkrV67k5s2b2b17d8ERyM3N/cv2tLS0sLCwULCF0NBQpqamsri4mOPHj2dtbS2HDBnC+vp6BgYGUltbmzk5OTQ0NGyVz8DLy4tubm7tOgDkJ0ytNEHXhAkTWFhYyMLCQq5bt4779++nlpYW8/Ly2KVLF6akpAi7LNIcGpmZmX/Zh9LSUkokEmpra7OyspKqqqrctGkTAwICqKmpKdiC1O7/LGn/3dzc2jgAM2bMoIyMDBUUFNivXz96eHi0yZlQW1tLd3d3hoWF8ciRI6yvr+egQYNobW1NTU1NPn/+nNu3b29Tr1gs5vTp01laWiqUcePGDU6ZMoWKiopt7r1SSTMlFxYWsmfPnjQ0NOT169dpYWHBgQMHUktLi4WFhQIGtCMRWIf+DuqIAejQ304//PADXr9+DZFIhF69euGPP/7AwoULceDAAcycOROxsbHQ0NCAkZERIiMj4e7ujn379sHd3R2RkZH48ssvoaGhgdjYWDg7O+PAgQPYsGEDjI2NIRKJcO/ePWzcuBFqamrYs2cPXr9+jUOHDrVpx6BBg7B27Vp0794dFy9eBPApQHH16tX4/fffWwUCSzV16lQsXrwY/fv3x4IFC/DTTz8hMTGxVYDZ/v372323euLEibCxsWlDC/Lz80NzczN27dqFlpYWeHp6tsH1AZ+CkefPn49ly5bBysoK8vLy6NWrF8LDw7FgwQL4+/vj9evX0NXVxfDhw/H48eNWQclSDRs2DD/88AOCg4NRXFwMHx8f/Pbbb1i8eHGr406fPg0vLy/s2bMHdXV1uH79OtLS0oQA6j+rX79+CA4OhoKCAtTU1PDo0SMsWrQIY8eOFbCGTk5OCA0NxbJlyyASiTB58mRUVFRg0KBBOHz4MKqrqwEAV65cabcOADA1NcXMmTORmpqKK1eu4KeffoKPjw+++eYbmJubY/v27Rg0aBDu37+PtWvX4tq1a9i0aRN0dHSEMgwMDKCsrIxLly5hwIABeP78OS5duoSsrCz88ssvePLkCb7//nuBZBIQEADgU9DiPwtYBj69gz1o0CDh782bNyMjI0NAvU6bNg29evUC8OndcRUVFUycOBExMTG4d+8eAGDVqlXo1KkT1NXVsXjxYtjY2MDb2xtr166Fra0tlJWVsXPnTuTn5+P58+eYMGECLl++jKysLKxfvx5KSkpwdXXFyZMn8f3336OwsBBJSUn49ddfYWFhARcXF7x79w4xMTH4448/EB8fj19++QUeHh6wsrLCkiVL0KlTJ9y6dQvdu3fHsGHDMG7cOCHw0sLCAj/99BMWLVoEXV1dKCsro2/fvnB2dkZkZCSWLVsGAJgwYQLU1NSwefNmfPjwASNGjAAAbNiwAa9fv/6n4yiNe7h8+bJwbM+ePVFaWgpvb29cunQJT58+xZEjRzB37lz06tULlZWV+Pbbb3Hu3DmsWLECv/32GyZMmIDz58/j5s2bMDU1xZIlS2BlZYX169ejS5cusLKywo0bNzB9+nT06NEDLi4u6N+//1+2iyQOHjyIyspKREdHY/DgwTAwMMCJEyewfPlyyMnJYciQIbhy5QpaWlrwyy+/4M2bN5g8eTLMzMwwffp0GBkZ4dmzZ8jMzBSCdf+s58+fo6SkBK9fv0ZoaCgGDhwIdXV19O7dGyKRCCtWrMCbN28wZcoUmJubY+rUqbC0tMSECRNgZ2eHzp07tymzrKwMZWVluHz5skBMA4ARI0Zg4MCB0NLSgoODg2ALX3/9dbttk8YyHThwAJmZmVBSUsIXX3yB5ORkLFiwAD///DO0tbUxf/58/Pbbb63ex3/27BkUFBQwbtw4kERtba0wvxs3bsRPP/2EKVOmtEEjA58Cvl1cXHDlyhWkp6cjJiYGQUFBcHNzg4yMDH777bd227tnzx788ssv6NKlC44fP44ff/wRhw4dQu/evbFjxw7MnDkTr169Qo8ePVBXV4eCggJYWlri+fPncHZ2xosXL9CvXz+UlZWhsrISffv2xYsXL+Ds7Ixnz55hwIABKCgoQGNjI0xMTJCamvqX9tOhDv1XSfSvD+lQh/5nKT8/H4aGhmhpaUFlZSUMDQ2RnJyMPn364O3bt9DR0YFYLIZYLIaenh5SU1PRt29fpKamQk9PD7W1tQAAHR0dvH37Fn369EF2djbGjRuH8PBwuLq6ory8HCdPnsSmTZvQtWvXv8Rkvnr1CsXFxTh+/Dg6d+6MY8eOYcqUKTA1NcWpU6cwd+7cVsdv2bIFXbt2hUgkwpdffglPT0/BYejTpw9u3ryJDRs2ICQkBD/99BNevnyJQYMG4cCBA5gxYwZu3ryJsrIyBAYGIiEhAe/fvwcAREREwMTEBDIyMkhOTm5DuAA+US66du0KFxcXAICKigp++OEHGBgYYOLEidi6dSsyMjJgZGSEa9eu4ccff0SXLl1alSF1DoBPwX4PHjzAhAkTsGvXLqSnp+P58+fo168f3rx5A3d3d/Tq1Qs5OTm4ffs27O3tUVxcjLq6OlRWVrZBIxoYGEBOTg4mJibo1KkTfvjhB2zduhVLliwRFn5bt27F5s2b0b9/f2zatAktLS2wsrISMITy8vI4f/48Jk2ahBs3bmDChAltxmHv3r2YPn06YmNj0bt3b8ybNw8xMTFCkN+ECROwc+dOPH/+HG/evGnjsOTl5eHMmTNCgKuBgQFSUlKQnp6O5uZmmJmZoVevXgKb//bt29i6dSsuXLgAe3t7GBoaIiUlBTo6Onjy5AlGjx4t4A27d+8Oc3NzmJubw97eHsCnIPIDBw60asPs2bMxe/ZspKWl4dixYxg9ejSysrIgJyeH2NhYLF68GBs3bsQvv/yCefPmAfiEINXW1sasWbMgIyODr776Crdv30ZhYSEOHjyIuXPnIjMzE+PHj8fOnTvh7OyM6dOnY8+ePRCJRFBXV8ekSZMgJycnOGvx8fGYOnUq6uvrMX36dOzatUvoy/r16zFx4kSIRCJkZWUJPPMuXboIZKgDBw7A2dkZN27cQE1NDVxcXFo5P9OmTUNUVFS7Y2BiYtJmbouLi1FWVoY+ffogJycH0dHRmDt3LmJjY1FZWYmuXbuirq4OwcHBWLVqFYKDg/HmzRuMHDkS586dg7y8PIqLi2FiYoLExEQYGBggICAAGzZswL59+7B7926MHj0asrKycHBwwPLly7F9+3a4u7ujpaUF8+bNg5ubG4YNG9ambQ8ePMDAgQMRGhqKzZs3o6qqCoaGhjh37hyGDh2Kfv36ISEhQSCZlZeXIyoqClpaWjh06BA8PT0hEonQu3dvJCQkwNjYGJ06dRKCvaWqrKxEdnY2vvjiCygrK+PJkyd4/PgxVq1ahVOnTqGlpQV37tyBoaEhDh48iKVLl+Lw4cOYPHmyACtYvXp1K4cX+LT4v3DhAsaMGYNevXpBTk4OEokEISEh+OGHH3DhwgXU1dUhLS0NJ06cwK5du9olY926dQsbN26EoaEhcnNzUVJSgkePHkFJSUlwPD98+ABTU1PBRqysrPDgwQN88803SEpKQt++fbF48WKEhoYKAfMAYG9vDz8/PwEqcPTo0VZ1Hz9+HI2NjZCTk4NIJIKjoyPq6+sxdepUIVfIn3Xt2jVs2bJFoIYlJCTA1NQUz58/x+HDh2FtbY3MzEwMHToUgYGBiIqKQklJCX7++WeMHDkSKSkpQnDyxYsXISsri4kTJ2LKlCl48eIFevfujXv37uHQoUPQ19fHyJEj28UTd6hD/9XqcAA69LfTx48f0a9fP4FZ3bNnTzx69AijRo1CVFQU+vfvjw8fPkAikcDY2BjPnj3DyJEjERERgW+++Qa5ublCkq6EhAQMHz4cMTExWLBgARoaGiCRSDBgwACsWrUKM2fORFVVFXbv3o3Jkyfj3bt3sLGxEdqSlZWFjx8/CosEqdasWYMDBw6gvr4ep0+fFhChAISF5sqVK9GzZ0907txZ4GXPmzcPsrKyMDAwwNatWzFz5kx0794dnp6eAD4tiFpaWhAaGgo1NTV06tQJ+/btQ3BwMCQSCby9vbFlyxbhCdKjR49gaGgIY2NjkMSKFSsAfHpiZ2BggOvXryM+Pl5IHpWbm4vff/8durq6iI+PR0REBKZOnQpFRUVs2bIF69atE9oCfNqV0NXVxQ8//ICVK1di9OjRkJGRQWJiosCbl5GREXCZ0oRTUsb555KSem7fvg0AuHHjBsaOHQtTU1N06dIFx44dg6enJw4dOoSQkBC4uLggOzsbv//+OwAgLS0NpaWlgiMkLy+Ps2fPYsaMGa3qmTNnDgDAzs4OAGBra4vbt28L86ekpIQuXbqgqKgIBgYGqKysxOrVqxEcHIz169dj69atiImJwdChQ/Hll19i165dOH/+POLj43Hr1i3o6uri5cuXcHZ2xvXr14U8ChoaGggICICLiwsUFBTQqVMnfPnll5CRkUFjYyMOHz6MxYsXtxrf/4ikT1vNzc1x9OhRvH37FgDQt29fODo6wtfXVzg2LCwMDg4OwtNoAAgKChK+z8rKQnFxMfbs2QMACA4OFr5rbm6Gv78/9u3bh8WLF+P8+fPCd1I065YtWwBAmBvgk70rKysjPDwclpaWrdo+ffp04d9/7n97GNk/SywW49ChQ5gzZw7u378PeXl5ZGdnC/SYgoICfP/991BRUREQwD4+Pti4cSO++uorhIeH4/jx49DQ0MDo0aMxZ84cfPvtt/jhhx/g5+eHJ0+eQENDA/3798eZM2dw9uxZTJ06Fe/evRPyHUivLeB/29jnkuZ76NatGzZt2gRnZ2ecO3cOS5cuFZKE5eTkYOjQoZg9ezZ++eUXaGlp4ejRowgMDIS3tzfq6uoEO01ISADwabH+uTMtEomgqakJWVlZBAYGwsvLCyYmJkKCu9DQUDx//hxdunSBoqIievXqhSdPnkBFRaVd21uzZg22bNkCBQUFKCgooLa2FocOHUL//v0hIyMDExMTnDhxAo2NjejcuTNevXoF4JMtfP4AQZrTwcDAAGvXrsX58+dx6NAhjBgxAnFxccLuWFNTE2RlZdu0pbGxEb6+vti4cSMaGhqgrKyM5ORknD17Fvfu3UN6enqre9znktrG6tWrkZ+fj/379yMsLAwAsGvXLpw7dw6zZs3C6tWrMWnSJKSlpaG+vh4WFhbw8fERiG5lZWXYtWsXQkJCkJyc/C/tskMd+p+sjleAOvS307Bhw5CcnAxZWVn07NkTt2/fhqurKwIDA+Ho6Ijnz59DXV0dhoaGePDgAaZPn45Dhw5h+vTpePDgAQwMDKCuro7nz59j4sSJQrbK7du3Y/jw4ZCXl8eNGzfg5+eH2bNnIykpCdOnT8cXX3wBMzMzHDlyBAUFBQA+LYzi4uLabefQoUOhoKAABwcHvHz5sl0WeEFBAVJTUzFixAiMHz8et27dwpgxYzB06FB4enpCTk4Oly5danVOS0sL9u3bh8zMTGzfvh1TpkxBcHAwevTogePHj6OpqQmnT58G8Ol1F2lG0s9f53n9+jVu3ryJH3/8Ed26dcOePXvw6NEjeHp64ssvv0R2dja+//57/Pjjj1BQUICMjEy7ixrg0/a4srIy7O3thVehpCKJadOmwcTEBL/99hsyMzNRXl4u5A/4Z9qxYwcAIDc3F5cvX8b333+PN2/eYPfu3di2bRvu3buH1atXC1mBN2zYICQfkkgkuHjxIkaNGvUv6/lcSUlJqKmpga+vL9TU1GBubi5kEz58+DD27NmDmJgYTJ48GZWVlXj48CG8vb3x888/w8bGBlOmTEFcXBy++OILvH37FmPGjMHIkSMxffp02NnZYf78+aioqEB6ejoOHz6Mrl27YsaMGRCJRHBycvoPtfVfSZrALi8vr40N7dq1q9VrZsuWLYOzs7Pwd3uvQly5cgXGxsYAPiVsO3HiBAAI2VYBIDExsdU5q1atwpQpUwB8sjmJRNLK0fj/o127dqGsrAzTpk2DnJwcpk6dioKCAkgkEhgYGMDR0RFBQUHCYlJBQQF3797F7NmzERsbi2nTpkFWtu1PoIuLC44ePYpz587h+++/h5GREXr16oWIiAhcuHABp0+fxpkzZ9DQ0CBcZ/+OLl68iIaGBuzbtw9z587Fl19+iW+//Rbp6emYN28ewsLCMHfuXAQHB+PSpUvIyckRnLpjx46hpqYGSUlJ/7KesrIy3Lt3D48ePYK1tXWbHYK8vDzcvXsX58+fx9mzZ3Hq1Kl20aFSeXh4oKqqCnv27IGGhgYyMjJw4MABLF68GHFxcdi8eTPev3+P6dOnC6+gAZ9s4fMdgL59+0JfXx+nTp3C7NmzYWNjI7yqGBUVBScnJxQUFCA6OhpycnJt2nHp0iVMmjQJMjIycHNzw5EjR5CdnY1hw4Zh4sSJbXYrP5ejo6Pw0KGhoQGFhYXo2rWrYIv79+9vhYw1MjL6ywzf0lf+Ro8ejc2bN+Pu3buYOXMmAgMDERoaCh0dHVhbW2Pv3r24fv06ZsyYgXPnzuHo0aPo2bOn4DBJH06Eh4dj9+7d+Pbbb6Guro4rV67A29v7L/vSoQ79l+n/WvRBhzr0H5Q0CNjOzo737t3j/v37BYzlwIEDWVxczFGjRvHx48fcvn07169fz5cvX3Lo0KEsKSnh0KFD+fLlS27YsIHbt2/n48ePOXr0aBYXF3PgwIFMSkriypUruX//ft67d48TJ05kUVERu3btykmTJgntqK+vp0QiobGxMWVkZNilSxcC4IYNG7h+/XomJSWxb9++7Natm3COWCxmY2MjZ8+e3Sq4cdCgQbx79y4PHDjAFStWMDk5mdXV1bS0tOTHjx85f/58IZDv87JMTEz4+PFjLl26lNu2bWNcXBxHjhzJkpISWltbs66ujo8fP2ZoaCjJTySUzwNLAXDTpk1ctWoV5eXlmZeXRzMzM2ZnZ9PNzY3nzp3j3bt36eHhwYqKir+keZCkjo4OCwsLqaurSwA8dOgQFyxYwHfv3lFfX5/V1dVsbm5mTEwM/f39uXbtWmZnZ5OkUK40CPjzT3FxMQ0NDfnixQsCoLq6OqOjo2lpacmioiJaWloK/dy/fz99fHz47t07ARH6eeDgzp07+fbt23bbv23bNqFOfX19dunShfHx8VRSUqKamhrDw8Pp4ODAoqIiamtrMyMjgwsXLmRQUBBv3LjB6dOnMz8/n+bm5gKZSCwWc/PmzUxPT+fo0aNZXl7O6upqurq6UiwWC7SP5uZm1tTUkPwUKOzt7f0fuCL+Wubm5hSJRHz//n2rMb158yYHDhwo/G1lZcU7d+5QVVVVwIvm5eVRXl6eADhx4kQePXpUwI7Kycm1mScpOlI6fgA4ePBgXr16tVW50uvEysrqP9yfz+3v0aNHvHTpkkDykY5fYWEhvby82NjY2MoWGhsbOW7cODY1NTEkJIRRUVGsq6ujra0t6+vr2aNHD6alpXHVqlVsaGigk5MTi4qKqKmpSSsrKyYnJ1NLS4s7d+6kq6srdXV1W+FJAdDPz+8v2x4REcE7d+6wrq6Ozc3NrKqq4pAhQ5iTk0Nvb2/u3r2br1+/prW1NWtraykSiejg4MCoqCiqqanxypUrQqC0dHydnJx48OBBAmgTBCyRSATSmRQ/qqOj04po5O/vTxcXF+rq6lIkErG6urrdtg8ZMoQSiYTNzc2Mi4vj1q1buWnTJqanp7O2tpY9evQgAMrLywuEpsjISJqZmQnXUn5+PtesWSOUOXz4cNbU1NDCwoK1tbXC9S1Ffnbp0qVdGpp0vi0sLFhQUEAdHR0uXbqUu3fvZlxcHAcNGiTYaXJyMt3c3BgaGsq4uDihDCn2dNq0abx48SJPnTrFsWPHMjs7m0pKSuzRowfJT3jWa9eukaRwnzE0NGROTk4r0MHQoUNZU1NDXV3djiDgDv3t1OEAdOhvI6kDEB4ezsWLF/Pw4cOMiIigo6Mji4uL2adPH+bm5nLu3Lk8e/Ysr169yhkzZrCgoIC9evViQUEBp0+fzrCwMJ49e5Zz584VsIbFxcV0dHRkZGQkDx8+zLlz5/Ldu3c0MjJibW0tMzMz6eXlxdDQUN65c0f4ITI0NGRJSQk1NDSEBfXz589ZX19PExMTlpSU0NnZmdHR0QwODqa7uzs1NDSEz9ixY3n//n0qKyvz5s2bwo+jlFnd1NTUhiEuFouFxdm5c+coIyPDuLg42tjYsLq6msXFxZw0aRLFYjFbWlq4bNkygV7Ro0cP5ufnU0NDg8rKyrx+/TpHjBhBLS0tqqmpsaGhgfX19Tx//jyvXLkiIEGbm5tZXFxMFxeXNvOiqalJOTk52tjY8ObNm9y9ezfd3NyYnp7OPn36sKKigiNHjmzFRJcyxaXI1Pj4eGFMEhISaGNjQ5FIJCAwPT096evry+joaA4YMIDl5eXU09NjdnY2Fy1axPr6ei5fvpxpaWlCH4qLizlr1ixKJJJWdf7ZoQoICGg1J1K86bx587hz507KyspSTU2N5eXllJOTo7W1NaOjo7l161auXr2aSUlJ7N69O2tra6mgoMA5c+bw8uXLDA0NFZzFLl26sKWlhYmJiVyzZk2r9hgYGLClpaXVfIvFYjo6OrK2tpYNDQ0cNWoUm5ub/5In/2fZ2tpSQ0OD2trarfqmpaXV6u/2jvn8b01NzTbn1NbWUkNDg9OnT2dkZGSb8v5ZXRoaGrSzs/u3+tDU1CSgKKV2IhaLhfmU2repqSkbGhrY3NzMxsZGhoSEMCIigs3NzTQxMaFEImFubq7g2ErxwPn5+ezVqxfz8/M5YcIEXrp0iSdOnOC0adMoJyfH0tJSqqurc/jw4bxx4wZlZWUZERHBQYMGUU1NrVWf9u/f36b90utG2k4pfUZqn5mZmVy8eDGbmpo4d+5c5ufn08DAgCUlJQTAefPmcdeuXYKz8eHDB4pEojbzkp6eLtjOoEGDKBaL2dTUxPr6es6bN4/v379n9+7dWVJSQltbW969e5fKysqMioqitbU1S0pKaGho2Kb90rGuqakRnKX6+npu3LiR8fHxtLGxoaKiIgsKCjhq1Cheu3atjf306dNHmJfg4GBGR0dTIpGwa9eurKmp4YABAxgbG0sfHx8uWbKEL1++ZLdu3drYuTS/Sn5+PiUSCUtKSjh8+HDeuXNHcNT/bMNeXl5samqiRCLhtGnTWFpaShMTE757946TJ0/muXPnqKWlRU1NTWprawuOh3T8pDZmbm7OiooK6uvrMz09nUuWLOHBgwd5//592tvbs6ysjD169GBOTg7d3d156tQphoeHc/LkySwuLqaJiQkLCgro7OzM0NBQXrx4kS4uLszPzxd+IyZNmsRbt27xxIkTnD9/Pu/cudPhAHTov10dDkCH/jaSOgDjxo3jnTt3uH//fq5Zs4YvXrzg6NGjmZOTw8mTJzM6Opo7d+7kxo0b+fjxY06YMIG5ubmcMGECHz9+zE2bNnHnzp2Mjo6mk5MTc3JyOHr0aL548YJr1qzh/v37qa6uLiQKw//CEDY2NrK2tpa7d+8WkJmfKzo6mlpaWjQxMRGY6ePGjWNFRQXr6+u5e/dupqSktDrn3bt3nDFjBgMDAwXOe01NDS0tLWlpacnU1FT6+/sLyMPS0lLBAfj8Y2JiwuTkZNrY2NDIyIj5+flcu3Yt6+rqWFVV1e7C8dixY8L5aWlpVFBQYJ8+faiqqsodO3bQ09OTycnJ7NWrF+vr6zl+/Ph2EZafJ6oCQD09Paqrq7Nnz57MysqipqYmExMTaWFhQX19fd66dYteXl6srq7myJEjWVlZyZUrV7YpV4pUlH66dOki4C9NTU0pJyfHGTNmMCIignp6ejx16hRdXV1pYWFBDQ0NFhcX09nZmXfv3uXDhw+5fPlyVlVVceTIkZRIJH+J46yurqaSkhK7du0q1B0XF0dtbW2amppSUVGRxsbG1NXVZVhYGIcMGcJ+/foxNzeXjo6OvHnzJhctWsRt27bRwsKCKSkpHD58ODMyMrh48WJGRETw5MmTnDNnDgsLCzlq1ChmZ2fT2dmZt27d4qVLl7hjxw4WFhaytLSULS0tLCsrY1paGoODg1ldXU2xWCx89/+SPp+XY8eOMSMjgyQ5cuRI1tTU0NPTk0+fPmV4eLiwICwuLubIkSP56tUrrlixgrW1tfTy8mJWVhaNjIxYV1dHc3Nzvn79mps3b+batWsZGRlJBwcH5uTkUCQSsXv37tTU1KSOjg67detGBQUFysnJCWjSP3/+jKX8XNJrdOrUqczMzOS2bdtYX18vJPlTU1Pj2LFj+fTpUxoZGXHbtm1ctmwZ37x5IyTQ6tmzJ9XV1amnp9eqXg0NjXbrnDx5MgsLC1lVVUV3d3eGhoZSR0eH8fHxNDc3Z3Z2Nk1NTamkpNQKzyr9aGtrtylz9OjRrKqqora2trALaGBgwLCwMDo5OTEhIYHKysrs16+f4LD8GfHb3NzM+Ph4btu2jbW1tVy9ejVfvnzJUaNGCQ9f2htf6f1KLBazpqaGx44dY3R0NCdPnszc3FxaWlqyR48edHV15b59+xgREfGX97j79++zoqKC9vb2zMnJoYKCAk1MTLh06dI2KNmqqiouXbqUjx8/5smTJ+nl5UULCwvKysqyX79+HDhwIMPDw4Vkh/Hx8UJfpk6dyqioKO7atYsbNmzgkydPOG7cOObm5nLixImMjY3ltm3buH37dsbExNDR0ZG5ubmCLaxfv54BAQGMjIzkmDFjOhyADv23q8MB6NDfRlIHICgoiJs2bWJgYCDPnTvHFStW8NGjR3Rzc2N0dDTXrVvHoKAgBgcH09vbmzExMXRzc2NMTAxXr17N4OBgget9//59urm58dGjR1yxYgXPnz/PwMBAbtq0iRoaGoyOjua0adNobW3NrKwsRkZGMj8/v10GeUVFhZBga+HChVRWVmZtbS1XrVrFM2fOtNqKlqq0tJRDhgwRnnBramqypqaGT58+pZeXF3Nzc/nkyRO+efOGJLl8+XI2NDS0+cF8/fo1zczM+PDhQ86fP59v375lSkoKDx8+zI0bN/Lu3bttttWPHTvGwYMHC68GqampCdvjoaGhHDhwIG/cuMGFCxfyxYsXrK2tpb+/f5s+aGpqUkFBgWPHjiUALlq0iJs3b2ZkZCQ1NTU5ZcoUWllZsaamhkePHuWZM2eEZDwSiaSNUySV1AHQ1tbm4MGDuWzZMo4ePZoA+ODBA2pqavLu3bvcuHEjAwMDaWxszOzsbCYlJQm2cPDgQZaXl7OiooLZ2dkUi8VMSEhgTU0Nd+3axcrKSpaXl7eqt7q6mmZmZtyxY4cwvuPGjaOioiIfPHjAHj16cO/evXR3d+f27dupra3Nu3fvUk1NjdHR0bSzs2OPHj148uRJ1tbWCtlQu3Xrxvr6ep49e5aPHz8WHIA3b95w0aJFLC0t5aZNm1hSUsL379+zvr6eXl5ebGho4Nq1a4X2Xb58WciA3NTU9Jfj93dSSkoKW1paWFNTw4CAAFZUVLC8vJw5OTlsbGxkQkICm5qamJmZycrKSpaWlvLYsWOMioqiu7s7a2trOXjwYMbFxXHv3r08e/Ys79y5Qw8PD8bFxXHx4sW8evUqd+/eTT8/P+rq6vLOnTt0cXFhly5dGB4ezh07dnDOnDk8ePAgvby8KBKJWtn157bwz3IQLFu2jE1NTUxNTWVtbS1PnjzJFy9eCA7An1/7sLCw4OXLl9mjRw9OmTKFGhoaDA0N5bhx47h48WKhXicnJ2pqarapLysri2KxmAsWLKBYLOaNGze4c+dO7t69m1evXuXixYupqKjIe/futbHrf8cBcHd3F/qyZs0arlu3jmvWrKGKigpFIhEjIyOpo6PDQYMG8dSpU63KqK+v5+bNm1ldXc1Dhw4xPT2dw4cPZ3R0NOfNm8f79+9z+PDhwkMWHR2dVg5Afn4+w8LCWFRUxHXr1rGqqorz589nfHw879y5w8GDB3Pp0qW0t7dnfn5+mz5IHYDt27fz4cOHnDFjBo2NjXnt2jVaWVkJr/l8rrq6OhYUFPDOnTvMyclhWloa1dXV+ejRI44dO7bjFaAO/T+jjiDgDv3tlJKSAn19fbS0tKCkpARfffUVYmNjYWtri6dPn8LY2Bj19fWorKxEjx498PjxY9ja2uLx48fo2bMnKisrUV9fLxCCbG1tERsbi6+++grFxcVoaWmBvr4+1NXVERkZKWAv1dXVYWxsjKysLJw/fx5isbhVu+7du4f6+nps27YNPXr0EFBzffr0QVlZGfT19dv0pVOnTnBxcRGoK1Kmd3R0NL7++mv8/vvvAtGjqqoK/v7+QkCniYmJwLo+d+4cXFxcYGdnB1NTU8yfPx9aWlqQSCSYN28eioqK0NLSAolE0ioY+euvv4aWlha8vb3R3NyM8PBwDBw4EDdv3sSaNWvQ3NyMgQMHIjIyEg8ePMDy5ctRVFSEd+/etenHt99+CwDIyMhAly5d4ObmhvLycowZMwZTp07F+fPn0djYKOAEr1+/jpaWFvzxxx948uSJUNaTJ09aMca1tLRgaWmJ3bt3Q09PD3p6ehg2bBg8PT0xe/ZsVFZWoqmpCQ4ODjh9+jRu3Lgh2MKAAQNQUlKCCxcu4MqVK5BIJIiKioKKigqWLVuG0tJSFBcXt5mXhIQErFq1SvjbxsYGIpEIQ4cORU1NDeLj43HkyBHk5eXB29sbDg4OWLp0KTw8PBAQEABnZ2dkZ2cjOzu7VbkNDQ0oLS2Fvr4+pk2bhtu3b+PmzZuws7NDp06doK+vj8LCQmRmZuL8+fPw8/PDrVu3sHnzZlRUVCAjIwO9e/eGsrIy/Pz8ICMjg9jYWKH8tLQ0VFRUtOnP/3Q9ePAAzc3NiI2NxZIlS1BaWoqSkhIkJydDIpHg3r17aG5uRlhYGC5cuIDi4mJYWlri5cuXGDZsGEQiESZOnIiEhASIRCLY2dmhsrISgwcPRnR0NKysrJCVlYWEhAT07t0bQ4YMQWRkJH744f9j77/DojrXvm/8S++iYEAkiEogqKgQDRgrYoNo0KCCHRA1VrCDFRWi2IiiaCIaxIgNjRFjVxQLgoWONEFAEQTpZZgZhu/vD+9ZrwSz937u997v8+znx/c45lBmzbrWVc51rXWudZ2fcyzc3d2xatUqdOzYEfn5+UIgvIqKSiu7dnJyQt++fTF48OBPBqkCwKNHj7Bjxw4oKCjg0aNHaGxsRF1dHQwNDTFr1iz8+eefWLt2Lf744w+MHj0aFy9exPLly3HlyhU4Oztj/PjxqK6uxtSpU1FYWIjc3Fyh7BEjRnwSq5mWloYzZ85g//79OHPmDLKzs6GrqwsNDQ3k5+cLOQu+++472Nvb4/Tp0wLVxsfHBxoaGq3KKywsxLt37zBv3jz88ccfCAkJwZQpU5CXl4d79+7hzp07Qi6C9evXY/To0cI5+lcpKSlh+PDhqKmpwdChQ9HQ0IDx48fj22+/xdChQwUGPvBhLvoYPdrU1ISioiJMnDgRRUVFMDU1hYqKCkaNGoWoqCgsWrQIHh4eSEtLg4GBwSfzFsg1ePBgPHr0CA4ODqivr0deXt7f5moQiUS4cOECLC0tUVZWhujoaEgkEjx48ECwhXa16/8GtTsA7fqPU1NTk0B0kEql0NDQQH19PXR0dNDY2Ah1dXXhZldDQwONjY3CNg0NDTQ3N6OlpQXq6urCtvr6emhoaEAqlQIAVFRUhJvulStXYv/+/VBSUsLt27fRtWtX9O3b95MXY5FIhICAAOzcuRPh4eHYvn07+vXrBwsLi09SgORYuQkTJuDFixfw9vbGrl27sHz5cmhqakIqlUJFRQWqqqoCsUR+oZPJZBCJRAAATU1NNDY24tSpU9i4cSO2b98OJSUlTJw4Ec+ePcOECROEPvv4gn/w4EHk5uYKCbS0tLQgkUigrq6OI0eOYNCgQejRowfq6+vR1NSEyMhIwbH5WHV1ddi4caMwPnv37sWKFSugq6sLXV1diEQiqKqqgiRkMhnU1NTg4+ODnTt3YtmyZVBTUxPKUldXb9W3ubm5AqqyqampVYK1NWvW4NmzZ1BWVoa1tTVOnjyJRYsWYfny5XB3d8eBAwdgbm4OBwcHwWFbunQpgoOD8f79exQWFgpJtf6q0aNHt8qZoKSkhNOnT6O5uRl9+vTBvHnzoK6uDrFYDJJYt24dSkpKcPXqVXz++ef4/PPP8eeffyIwMBDbt2/HTz/9hOjoaPTq1Qv37t1DQ0MDtLS0BMdBUVERKioqkEgkgq1+PN7y7XJbCA4OFogo5eXluH//vmC3wAcC0+7duwEABQUFAp4RAIKCggQK0Js3b/DkyZNP9sH/ig4dOiScPzU1Nbh+/TqAD9z3mpoaAMCOHTsAfKBffez0fWx/5eXlePPmDczNzVFfXw+SWLJkCUJCQvDDDz9ASUlJsFGRSARtbW3s3bsXixcvhqqqKgDg5MmTGDVqFDZs2IBly5YhODgYc+fOFezaxcUFmpqawnceHh44dOgQpk+fDjs7O6xZswbh4eFQUlKClpYWgA/ntlQqxfr164V2/lXyMQsKCsK0adNw584dTJ06Fb///jtsbW0RFBQEb29vbNq0CZMmTUJ+fj7q6+sRGxuL+vp6/PDDDwIZRyqVCuc38AGP2tLS0uaY9fX10NLSEpCc3377LQoLC1FVVQV7e3sEBwejsrISJ0+eRH19vWBfANDQ0NAm6aCKiorAyN+0aRMUFRWxZcsWXLt2De7u7vD09MTly5fx448/QiwWQ19fH/PmzcPhw4dblSMf65KSEqSmpqJv375QV1cX5pGFCxdCJBIJRLDDhw+3SoCloKAAdXV15OTkQEdHBzExMUIf+fn5QUVFBSoqKhCJRBCJRJ/sm4/Hpb6+Hh06dEBLSwuePXuG+vp62NnZtfmt/NqhrKws2BhJFBcXIyIiAl9//TUUFBQQHx+PpUuXYteuXQgLC0NYWBhGjhyJqqoqpKWlYebMmQgODsavv/6KkJAQwZF5+/YtJkyYgIMHD+LXX3/F3r17MWfOHKSmpqK+vh7Dhw8XEh+2q13/Vv1vfPvQrnb9L0m+BOjEiRPcvHkzDx8+zKioKHp7ezMxMZEzZ87k48eP6efnx/DwcJ46dYqrVq3ikydPOHPmTD558oSrVq1iZGQkw8PD6efnx8ePH3PmzJlMTEykt7c3z58/z8OHD3Pz5s188OABMzMzqaqqShcXF4aEhPD48eO8ffs2t2zZ0mYd8MWLFwUCioaGBidPnsxnz55x69atvH79Oi0tLduQaIqKigiAZmZmNDIyor29PVVVVTlp0iQuXLiQV65cYXR0NCMjI1lcXMzFixcLyws+/vj6+lJTU5MTJkwQ6uvi4sLY2FhhrfTcuXMpEom4du1akh+WLH1cRmpqKkePHs3OnTsL63pfvHjBZcuWMTk5mZ6ennzz5g2Tk5P58OFDBgcHs7q6mrm5ua3KWblyJQHQ3t6eKioqHD9+PLW0tLhhwwYePXqUJiYmzMnJ4aJFi5icnEwXFxcGBQXx6dOnjI+P5+7du1lbW8ucnJw27fz4k5SUxJEjR7JLly60sLCgjY0N7927R3d3dyYnJ3P06NGcNWsWHz9+TBcXF966dYteXl5samqiubk5RSIRT506xbi4uFZj0tzczKysLL57945VVVXMysqiWCzmy5cvhW3R0dG0tLQU4g3wX0tD8F/LKaysrGhlZUV9fX2OGTOGysrK9PDwYExMDLdv3879+/czOjqaixYtokgkopGREd+/f09/f38eOnSI58+fp7e3N0UiEadOncqVK1cyPz+fLi4uTEpKYmBgIJ88eUJXV1cuWbKEIpGI5eXlJCksbXJ3d2deXh7fvXvHbdu2sbq6mqGhoayoqODLly/Z1NTEtWvXsqGhgZWVlf/t8/Ly5cvMy8tjQUEBm5ubOW/ePDY1NfHChQu8ffs2S0tLhUDtly9fsrq6mhs2bGBFRQVPnjzJt2/fMi8vj7Nnz2ZdXR1Xr14tLJkrLi7m/Pnz2dTUxG7durG0tJQBAQEMCQlhTk4OBw0axIaGBnbp0oUVFRXcvHkzf/nlF0ZFRdHHx4eqqqqcNm2aYANyux4yZAg1NDT4/Plzqqurc8iQIQTAXr168cqVK8zKyqJMJmNeXh6bmpra2N5fl9M9ePCAycnJ3Lp1KxsaGqivr8+Kigq6ubnxyZMnjIiI4Nq1axkfH09XV1eampoyLy+PxsbG7NmzJ48cOUILCwsmJiYKNvapT05ODqurqxkcHMy4uDgmJSXRxcWFVVVVnDZtGpcsWcKsrCx269at1Rynra1NJycnYSnRX8vNzc1lZWWlEMwcHh7OkpISmpqasqmpifPnz+e1a9fa2HV6ejrz8vIoEomYlZXFmpoa7t+/n9XV1Xz58iVFIhGXLVvGCxcu0MXFRYiHcXJyoo6ODuPi4rhhw4Y29ZFIJFy2bBmLioq4c+dO7tmzh9euXeP8+fOZnJxMJycnduzYkdbW1sIypr8uAcrJyeGBAwe4bds2lpaW0sTERDhHAbB79+58/vx5q33q6+u5atUqnjp1ii4uLszLy6ONjQ2TkpIYHx9PBwcHPnjwoA3prLGxkQMHDuTTp0+5c+dOrl69mrm5ucKyP0tLS2ZkZNDf359bt25lWloae/fuTZFIxG7dujEvL4+rVq3inj17mJCQ0B4E3K7/T9TuALTrP0ZyB2DcuHG8c+cODxw4QD8/P6akpHD48OF8+/YtnZ2d+fDhQ+7cuZNbtmzhkydPOG7cOCHY8unTp9y6dSt37tzJhw8fcuLEiXz79i2HDx/OlJQU+vr68sCBA7xz5w5dXV1pYWHBqqoqpqSkcO7cuYID4OTkxNraWkokErq4uJD8fxwA+UdVVZU1NTWcMGECr1+/zr179wrBgXISjdwB+PhTWFjIkpIS2tjYMDExkUFBQWxsbKRUKmVNTQ0HDRrUpm9mzJghXATlNzhVVVXcv38/Y2Ji6OrqyuLiYra0tPDFixet1pTLJRaLaWFhwZiYGK5atYo+Pj7s2rUr8/LyaGtry4KCAi5atIhisZhNTU2sr6/npEmT2lB15HhC+UdXV5fp6enU1NSkvr4+IyIi6O7uzoKCAtra2jInJ4eurq5samoSypXTX/6R5PQgANy6dSu9vLxoYmLCoqIi2tnZMTMzk7NmzeLp06d57Ngxenl5MT8/n7a2tszPz+fixYuFtpAfAinFYvG/ZItPnjxpM26amprMzs6ms7MzDx8+zMOHD3PChAnMzs5mp06dWFBQQGNjY+ro6PDYsWP08fGhiooKGxsbaWRkxKKiIi5atIiHDx9mbGwsHRwcWF9fz5KSElpbW1MikbCqqopbtmzh06dPKZPJWF1dzfz8fC5dupSxsbG8deuW0H9VVVUcPXo0m5ub2dDQwMjISMbExLC5uZnDhw8XkJQkeenSJcbHx3PevHmsr68XKESfUnNzMx0dHYW/5dhTud68eUN3d3eKxWKBGpOamkqZTMYhQ4YIZJkrV67w4sWLlEqldHR0ZElJCR0dHVlfX8+mpibu2LGDOTk5tLKyEm6U8vPzuXLlSu7du1dAP8odgDdv3lBLS4shISH08/NjUlISjYyMWFxcTFNTU06aNIkHDx5kWFiYEEvSo0ePNuOYlJT0L9lAU1MTp0+fTpKMiIhote67rKyMTk5OfPz4MQMDA7l9+3ZqaGiwoqKCenp6LCwspLGxcasAdxUVlX8YW/Bx/8v7SCwWCw5Ap06dmJ+fz7lz5/LYsWPU19enpqamgCuWH0tbW5sXLlz4ZLl3795lREQEGxoaOHv2bBYWFtLOzo65ubns2rUrAfCXX34R4iI+Hne56uvr6eLiQpFIxGHDhjEtLY2rV6/m9u3b+eDBA2HNv4KCArt160Z3d/c2ZbS0tAjwgsbGRm7btk2g8NjZ2bGgoKDNuMkdAJFIxJkzZzI+Pp4//fRTq4BwAMIcB6BVDMDgwYNZXV3NSZMmUSwWCwHLcgyo/BqxZs0ahoaG8tatW3Rzc+Pr1685aNAgZmVl0dvbm8ePH+elS5dazXF5eXmcP38+z5w5w9OnT3PBggV8+fIl7ezsWFhYyDlz5jA6OprHjh3j8uXLef/+/XYHoF3/drU7AO36j9HHGNBly5YJGFAXFxeWl5fTwsKCRUVFbTCgJSUlNDMzY0lJSRsMaGFhIS0sLFheXk4XFxcBA7ps2TK+fPmSEomEpqamfPv27ScdAPLDjUBmZiY1NTWFG38FBYU2DkBYWBhbWloErraVlVUrB0BFRYUKCgrs1KkTu3TpwoKCAmprazMoKIgBAQHCBeOvN9zk/+MAdOrUicbGxszMzKSfnx9/+uknxsXF0cHBQQhIlUqljI+P55EjR1qVIRaLqaGhQRUVFaqrq1NdXZ0pKSns378/6+rq2Lt3b2ZlZXHr1q08ePAgnz9//knyxsd8ckNDQyooKAj88a1bt3L9+vVUVlZuEyB3/fp1Xr58mQsWLGBpaek/tYfGxkZqaGhQVVVV+Dc9PZ19+/algoIC7e3tmZCQIOSESEpKop2dHevq6tjS0sKUlBTq6+vzjz/+ENCS8vbIx+nv9LEDoK6uTgUFBVZVVVFVVZWKiorU0NAQPqWlpdTW1qaNjQ1TU1O5atUqBgUFMT4+ngMHDvxbB2DChAnU0NCgTCZjYWEh9fX1uXfvXkqlUs6aNYv6+vqsq6vjoEGDhLrv2rWL6enpHD16NBsaGiiVSvny5UsBPdrc3MyJEyeyrq6OUqmUJSUlXL58uYAYlbdf/tsXL15wz549DAoKYk5ODocNGyZgEvPy8gRbSElJoaOjIxsbG9m3b19KpVI+ePCA4eHhAg6zb9++FIvFLC4u5tKlSymVSrlhwwbhCbK5uTnLyso4Y8YM3rx5k2fOnKGnpydfv34toCP/kQNQXFxMDw8PHjlyhKqqqszOzqa5uTk1NDSorq5OZWVlampqUllZmYqKiiwuLhZyFCgqKgq5D/6RA9Dc3MyWlhb27dtX6DO57fj5+QnoW5FIxF69ejE9PZ0bN26kVCrl1KlT2bFjR1ZVVdHCwoIpKSlCwPy9e/doY2PzTx2ApqYmgXi0e/duBgQEMDk5mba2tqyurqatrS2Tk5OppaXFo0eP0s3NjQUFBQI9S56vISwsrFW5IpGITk5OlEqlPHHiBB88eNCKAvT+/XtOnTqVx48fF/rvUyQ0kly2bBmLi4spkUhYU1PDcePGMTY2lgcPHqS3tzcVFBRYVlZGZWVlqqurf9IBkNuCp6enYAuzZs2ihoaG4OzIz7+QkBC6u7uzuLhYsN/m5uY2DoBIJKKysjIVFBSEsY6OjhbGVCqVCg7ArVu3ePLkSXp6erK4uJgmJiYCSSg2NpaHDh3ismXL+OrVK/bo0UPI7RAfH89du3Zx7dq1zMrKoqWlJevq6mhtbc3U1FRu3bqV27ZtY1JSEgcMGMC6ujpaWFgwOzuba9as4d69e/n48WN+/fXX7Q5Au/7tao8BaNd/nPbv349JkyZBIpHgzp078Pf3x+TJk3Hv3j0sXboUnp6eePPmDZKSkuDj4wMPDw88fPgQHh4eWLFiBVJSUvDmzRt4enrC29sb9+7dw+TJk+Hv749bt25BIpFg0qRJWL9+PcrKymBsbIyamhro6OhAJpOhsbERn332GRQUFCCVSjFjxgxYWloiMjISAHDr1i306NGjTb39/Pzw4sULNDY2CkGCH+vUqVOws7NDUlISOnTogO+//x73798HAKxatQqmpqa4efMm1NTU0NLSgoaGhjbHSE9PR3FxMby9vTFu3Djo6OgI60w1NDRw584deHh44KuvvsLs2bNb7auiooLExERIpVIsWbIEP/zwg7DGVllZGU1NTTAzM8OaNWvg5eWF8PBw1NbWora2FgCEvpHL0tIS7969Q4cOHbBv3z44OTkhJCQEX375JWbOnImqqiqYmZmhqqoKXbp0gb29PcaMGYPg4GB4eXlBKpWipaUF9fX1f2sLlpaWiIqKgp+fH2bPng0nJydcuXIFtra2OHz4MA4cOABTU1PY2dkhMDAQ169fR/fu3VFXV4d9+/bh9evXmDhxItatW4fa2lrY29sD+LBuefv27QCAxsbGVnEHf9W9e/fQtWtXdOrUCS0tLejSpQsWLlyIhQsX4tq1axgyZAhMTExw4cIF+Pj4YPjw4QgKCkJFRQVMTU1RVVWFnj17ora2VlgPLRKJ8Ntvv+Hrr79GaWkpvL29UVhYiC5duuDWrVs4fPgwysrK0L17dzx69AiJiYk4dOgQli5dCgsLC/z+++8YNWoUxGIx/P39sX79epw7dw7379/HhQsXIJPJ4ODggC5dumDXrl2QSCTYu3cvSkpKAPw/AafdunXDqlWr4O3tjR49euD+/fsQiURQVFSEgYEBNm/eDC8vL/Tq1QvXrl2DVCpFamoqysvLER0djWnTpiEoKAgZGRlISUlBZWUlVq5cieDgYERGRsLJyQkGBgb47rvvEB8fDzU1NWhqamLo0KGorKzE/PnzsWjRor9dc/9XRUVFoampCStXrkT//v1x69YtqKurIzU1FfPnz8euXbvQsWNHqKmpYfDgwUKw+ahRoxAWFvZPyw8ICMC7d++E9dpVVVXYvHkzrl+/jm+++QY9evQQxlRuZ2fPnsX58+fRqVMnPH/+HPb29sjLy8O3336LAwcOYN++fRg/fjySkpL+6fFVVVVx4cIFqKmpgSTWrl2Lbdu24caNGzAzM8ONGzfg6+uLiIgIrF69Gvfv38cXX3yBuro6dOnSBQ8ePPhkuRKJBBEREVizZg2mTp2KoUOHttqupKSER48ewcPDQ+g/ExOTNuMij//R0dHB8OHDoaSkBLFYLARN6+vrQ0VFBXZ2dtDS0sLz588/WZ+4uDgh2+/QoUORk5OD1atX44svvsA333zTqq+8vb0REREB4MM4trS0CDE0ioqK0NDQQE1NDZycnNDc3AySreq9fPly1NXVtZq7mpuboaCgAJlMBmVlZYhEIqEt8hgbmUwGJSUlNDU1tfoNSbS0tLTa1tTUBCUlJbS0tICk8Hv5NmVlZWGboqJiKwhCu9r171K7A9Cu/zjNnDkTsbGxUFZWxoABA3Ds2DHs27cPa9aswbp16/Dnn3/CwMAAFhYWOHv2LAICArB69WoEBATgzJkz+OKLL2BgYIA///wTfn5+WLNmDfbt24djx47h66+/hrKyMmJjY7Fs2TKsW7cOoaGhOHDgAPr06YOkpCSkpqbC09MTxcXFUFJSwt69e9HU1ITa2lq4uLhg//79sLa2xsSJE5Geno6ysjJUVVUhKCgIPXv2hIODA5qamrBs2TK8evUKLi4ucHFxwenTp9G1a1dYWFjg1KlTqK2tFS5027ZtQ35+PmxsbJCZmYnGxkaEhISgrq4OtbW1+Oqrr+Di4oJly5bBxcUFvXv3RlJSEnJycmBkZIThw4dDJBLBxsYGv/76K65du4bY2NhW/drc3IwNGzbAxcUFr169wuvXr1FcXAyRSISsrCyMGDECFy9exJYtWxASEoK5c+eirq4OS5cuhUwmw6NHjxAZGYkvv/xSaJOLiwuGDRsGKysrjBw5EgsXLoS7uzsmTJiAQYMGITY2FiNHjoSvry+uX7+Oy5cvY/78+Thx4gQKCwshFouxZ88e1NfXC4GkcikqKqJHjx6IiIhASkoKqqqq8Ntvv2HgwIEIDQ1Fr1698O7dOzQ1NaG6uhplZWVIS0uDo6MjSkpKMHPmTOzfvx/Z2dnYunUr6urqcP/+feTn50NfXx8//PADACAiIqLNsfX09IT27dq1C3Z2dnBxccHixYvx+PFjFBYW4vfffxdu9k6ePImePXsiOTkZGRkZmDVrFsaPH4+DBw+if//+CA4OxrRp0zB06FC0tLTg2LFj+P7777Fv3z6sXbsWfn5+2L59u9CWcePGCYGztbW12LVrFzw9PXH48GHcvn0bq1evxpEjR/Du3TsEBgZi/fr1+Pbbb3Hv3j08fvwYy5Ytw927d1FUVITCwkKEhYVhyZIlAD6QhB48eICnT58iICAAFRUViI6Oxr1799Dc3IylS5ciMTER/v7+KC8vx+3bt3Hjxg1IpVL4+PggKysLzc3NcHZ2xq+//ooffvgBYWFhSE5Oxpo1a7Bz506kpaXh3bt3sLCwgL+/P3bs2AFvb2+UlJTAzc0NBw4cgIODAy5duoSNGzciPz9foMJ06tQJBQUFSEpKQk1NDV68eIExY8YgNTUVo0ePxps3b2BoaIg+ffpg0aJFQn/Z2dlhz549uHHjBjZt2oT09HRMmzYNLi4u0NHRQXR0NFxcXKCrq9tqrMViMcrKylBdXY21a9dCIpFAJpNh6dKlaGxsxIYNG2Bubo6MjAw8ePAA+/fvx5o1a+Dn54d169bh8uXLuH37NoYPH46RI0fi119/RefOnXHy5Em4uLjg4sWL2LFjB1xcXISby49VVlYGsViM/Px8iMViDB8+HKamptDX18eFCxfQo0cP5ObmQiKRIDc3F/X19YiOjoarqyu2b98OExMTODs7Y/DgwcJxzM3NUVpaColEgpcvX2LJkiVobGzE9OnTcejQIZSXl+P9+/dIT0+Ho6Mj3r17h2PHjsHFxQXXrl2Dv78/XFxc2oAQDh48iJSUFGzduhVHjhyBgoICKioq8O7dOygoKMDNzQ0//PADXrx4gbFjx2LTpk2wtrYGAJSXl6OpqQn5+flYvnw59u3bh9zcXCGYODk5GXV1dYiMjISFhUWrOcbFxQXq6ur49ddfIZVK4efnBzU1NRQXF8PQ0BDz5s3Djh07MHXq1Fb7GBsbw8/PD5qamli6dClycnJgZmaG1NRUZGZmfpIQ1q52/d8iBfIvCIB2tev/UGVkZMDKygrLli3DgAED0NDQALFYDCMjI2RlZcHGxgapqano3r07ampq0NzcDAMDA7x8+RL9+/dHSkoKvvjiC7x//x6KiorQ1dVFQUEB+vXrh6SkJFhaWuLt27dQV1eHlpYW3rx5I9z0f/bZZwgJCYGpqSn69euHa9euYcyYMXBwcEBqaip69uwJU1PTVk/OZDIZOnbsiClTpqC8vBw6OjpYtWoVnj17BmNjY4wdOxYnT56El5dXq3YaGxtj2rRpCA4OBvCBKFJdXQ1PT0/8+eef2LJli4BI1NbWxr179+Dm5tYKg1ddXS1gOOfMmYMtW7YgIyMDPXv2FG7ewsLCkJWVBRMTE4F08ledOXNGeJptaWmJzZs3Y+XKlVBWVoauri4KCwvRv39/jB07FpGRkZg0aRIaGhpgYmIilNHU1NQGNejh4YHz588jLCwMCxcuxPr166GnpweSwhPxjIwMrF+/HikpKdDX10ddXR0UFRVhZmbWpjy5xo4di969eyMkJAQdO3bEt99+C4lEgqFDh2Lv3r1wdnbG6NGjcfv2bcTGxsLHxwdhYWH4+eef4enpibi4OJibmyM9PR2//vorpk6dirq6OvTo0QMJCQkYOnQonj17hkGDBv1Te92yZQvy8vLw559/CmjOXr16wdHREWlpaSgsLISPjw98fX0xf/58nD59GmvWrEFaWhoaGhowefJkLFq0CMeOHUNGRoZArqqurkZJSQmcnZ0xd+5cFBQUYN68eXB3d0dTUxOio6MRHByMQ4cO4dixY7h//z727duHnj17CoSbGzdu4NatW0hLSxNIUd26dcObN2+QnZ0NW1tbvH79WnD6ZsyYgd9//x1mZmaYOHEifvzxR5ibm6OsrAyurq5Yv349du7cifT0dFy5cgXJycnYtm0bUlNT8eLFC6xduxaDBg1CXl4ehg0bhiNHjuD27duorKyEl5cXxo0bh927d+PevXt4+PAhlixZgrCwMEyYMAEAsH37dvzwww+4du0afH198euvv+Lzzz/HnTt3MGfOHAwYMAAzZ86EhYUFPv/8c8TExAD44Lx5enoKhJiAgACBVvWvqqamBvHx8fjss8/w2Wef4caNG/jss88wbtw4jBgxAr///js8PT1hZWUFAwMD/Pjjj4iIiEBMTAz+/PNPWFlZoaWlBS9evEBhYSFWrlyJI0eO4NChQ23ewn2sqqoq1NXVITs7G19//TXCwsKwbNkyfPPNNwgPDxfoSrq6upBIJPjxxx+xYcMGqKqqYt26da3KampqakXaAoCrV69i6NChOHz4MLy9vTFy5EiEhITg4cOHKC4uRlVVFaKiohAWFobFixfjyJEjmDJlyifrWl9fj7dv36KqqgrZ2dno3LkzEhISYGNjgytXriAvLw/dunVDY2MjwsLC2jhZb9++xblz5zB79mxERETAzMwMKSkpMDMzQ0VFBR48eIDz588L9TAyMmqDIk5ISMDVq1cxYsQIDBw4EAsWLBDqZGtri7Nnz6KmpqYNwnXKlCk4evQo4uPjkZCQAHV1dZw5cwbq6uro2bMnJk2ahPT0dOHhi5GRkUAeMjY2RmZmJmxsbJCWloZu3bqhtrYWzc3NMDQ0RE5ODqytrYW2VFZWAvjwACE/Px/9+vVDcnIyLCwsUFpaClVVVejo6ODp06c4ePAg0tPT0adPn39soO1q139T7W8A2vUfJ1VVVeEVrvy1rIaGBhoaGqCurg6pVAoFBYVWuED5NolEAkVFRWH5jnybhoYGxGKxgLeUSqVQU1NDY2MjNDU1hde133//PZKTkzFt2jQYGxtDJpNhyZIl+PPPP9u8Ngc+oOz69u0LU1NTnDlzBsAHZGddXR2OHDnS5uZfLk1NTXTt2rUVi17+fXh4OAAgJSUFFRUVGDFiRBsEnoKCAlRVVVthTz9WXFwckpOTIZVKQRKHDx9ugwOUH09e1qpVq7Bt2zYoKSlBQUEBEokEampqaGhogIKCAjQ1NSGTydDc3PzJNtna2sLd3R3AByzfzz//DC8vLxw4cAC5ubl4/fo1SktL4eTkBH9/f6xbtw4kkZGRgTdv3qBfv36QSCQgiQMHDnzyGPKyFRQUoKioiAEDBkBbWxsPHz6EkpKSYCcmJiZwcXHBkSNH4OHhge7duwv9tmvXLty4cQOzZ8+GTCYTjilfivS/8nr+Y6Rpp06dMG3aNPz0009QV1eHsrKysOzA0NAQu3btQnJyMiIiIqCmpibgReW2KxKJcP36dfTs2RP9+vWDSCSCRCLBkSNHMGHCBBQWFqKsrAwjR47E8ePHoaqqih07duDChQuwsrKCiooKHj9+jHnz5iEkJAT19fVQU1Nrlc9CU1MTmzZtgpeXF+bOnYvbt2/Dzc0NJ06cwHfffQddXV3s27cP69atg0QigZKSUqvlUfX19TA0NIS7uzsSExOhoKAAa2trREVFYc+ePQgJCYG3tzfu37+PDh06wMzMDJcvX0ZAQAC8vLwQEBAg2KuXlxd+//13LF68GOrq6jAyMsLs2bNx6NAhqKmpQU1NDXv37sVnn32GH374ATt37oSqqirU1NTg7e0NMzMzuLu7/0M85N8pIiICUqkUoaGhAo5SWVkZioqK0NLSarX8To7bTUtLw5QpU9C5c2cBK6ykpARHR0d8++23wo2nHNkpX+71V0kkEpw6dUo4l9TU1P7297Nnz8Zvv/2G+vp6KCoqCnbysfbu3dsG25uSkgJra2v8+eefWLFiBQ4cOIDFixcjLi4OGhoasLS0RJ8+faCgoNDq/P6rWlpa8PPPPwvLauRz8/z58+Hn54dZs2bB0tIS/fv3R0REBFRVVT+JT5Yvp1FUVISmpqYwJ0ulUigqKgo2qq6uDhUVFfzyyy9tymhqaoKmpiZKS0tx+fJlrFixAioqKvDx8UHv3r0/edz4+HhMmDABGhoamDVrFpYvX46IiAjB5tTU1IRyGxsboaqqKsxvysrK//Da8/E2+fVFQUEBCgoKEIvFra49EokEysrKwnXpr85au9r171C7A9Cu/zj17t0bJSUlwjrk9PR0jBgxAjExMbCzs0NBQQE0NDSgp6eH7OxsDBkyBDExMRgyZAiysrKEJDkFBQWws7NDTEwMRowYgfT0dBgaGkJRURElJSUYMGAA7t27B3t7e7x9+xaLFi3CgQMHkJeXh8ePH2PYsGG4ceMGdHR0MHPmTERHR7epa11dHbZv345u3bph/vz5AIBvvvkGd+/eha2tLQICAj7ZxsDAQNTV1bVipQPA7t278eeff0JNTQ1ubm7Izc1FbW2tkEBMLjU1NfTv3x9ffvkl3rx502oJi3x5y71799C3b19oa2sLyc7+qv79+0NLSwuOjo7CUiB9fX2oqamhqKgIdnZ2mDJlCpYtW4avv/4aVVVVeP369SfLev36NVJSUoQ+ePToESQSCRISEj75RL2lpQW+vr5wc3PDmzdv8PjxYyQmJkIikWDUqFGfPAYAODo6QktLCydOnBBuqvv06QNDQ0OMHTsW169fx9atW9HU1ITx48dDV1cXp06dwv79++Ht7Q1XV1fo6+vj+vXrKCwshLa2Nvbs2YMxY8agpaUFd+/eFY515syZf7hM4OjRo6iqqgLw4QYlLi4Obm5u6Nq1KzIzM/Hw4UPcuXMHW7duxblz51BbWwsfHx/0798faWlpEIlEuHv3Luzs7KCqqgpbW1scPXoUvXv3RlxcHGJiYnD06FEMGjQI7969Q1VVFb766itERkYKCe769++P8vJytLS0wMTEBMnJybC3t8fdu3cxcOBAJCYmwtnZGU+ePIGuri5WrFiBO3fuQCQS4enTp2hoaMAXX3yBkydPYtCgQQgKCkJzc7NgC2/fvkVAQAB27NgBR0dHhISEYOTIkcjJyQHwIU7jypUrmDhxIoKDgzFu3DgkJydDR0cHJiYmiI2NxXfffYfm5mZs3LgRO3fuRFhYGPT09NCrVy/MmzcP169fx5YtW1BbW4spU6bA2toa5eXliIqKgr+/P27fvo0HDx4gPT0d165dw7Nnz1BVVYV79+5BSUkJ3bt3b8Op/0caPHgwFBUV4eDgAFVVVZSWluLRo0fQ1dWFra0tYmNjoaKigp07d+Lnn3+GmpoaPD09ERYWhnfv3sHV1RVnz57FunXrsG/fPsFpMjExwY4dOxAdHY1jx4598thKSkqws7MTzqUvvvgCgYGBGDBgQKvfhYeHo7m5GZaWlhg3bhxUVFQwZMgQPH78uNXv7t+/38YJMjY2xtGjR2FkZAQlJSWMHDkSSUlJ6NatG2QyGSoqKtCvXz9oaGjgwYMHOHnyJE6ePNmmrgoKCrC3t4eOjg769OmDO3fuoH///jAyMoKCggKuXbuGwMBA6Ovrw8fHB9bW1kKuBrkKCgqQlZWFKVOmQF1dHfb29oiJicE333yD3NxcIR5KntPgzp07uHHjRpu63L17FyNHjsT333+PgwcPAgBiYmIQHh6Ofv36QV1dvc0+3bt3R3Z2NqRSKW7fvg0vLy+Ul5ejqqoKX3zxBQYOHIhnz57B3t4esbGxsLa2RmlpKUjCyMgIKSkpwrn09ddf4/Xr11BTU4O+vj4yMzMxdOhQoS15eXnQ0dGBtrY28vPzMWjQIMTExGDYsGHIyMhA586doaKiIrx5ble7/u36/z7uuF3t+u9JTgEaP348b968yQMHDnDDhg18/vw5x40bx8LCQk6dOpWxsbHctWsXt27dysePH9PZ2ZlFRUV0dnZmfHw8t23bxl27djE2NpZTp05lYWEhx40bx+fPn3P9+vU8cOAAb968yZkzZ/LVq1d0cHBgamoqTU1N6efnRy8vL96/f58ymYzFxcWcNm0a09LS6O/vL9TVzc2NIpGIxsbGjI2NZadOndi5c2c+ffqUc+bMYVFRERsaGmhvby/sExQUxLdv37Jr16589eqVQLkICgqin58fs7Oz2bNnT6Gdr169YkBAwCfJIXJyhaGhoUAAaWhooIqKCj09PQVCBkkuWbKE9fX1n+zzVatWUUVFhQMHDmRmZiYnTpzI69ev8+TJk5wzZw7fvXvHMWPG8P379yQ/UEoaGxtblSESidog+3r27Mnc3FyqqKhQRUWFixYt4unTpxkZGcmlS5cyMzOTLS0tzMvL45IlS4Ry5WjAlpYWOjk5tanvmDFj2KtXLyoqKtLCwoITJ07k3r172bVrV2ppadHS0pKFhYU0NTVlfHw8t27dyt27dzM2NpbNzc0sKyvjhAkTKJVKWVdXx4aGBq5Zs4bJycmUyWRsaWlhVVUVX7x4wcjISNbV1X0ShUiS/v7+Qns/xhbKbeHixYu0srJi//79mZeXxwEDBvD69es0NDSkiYkJNTQ0hD6S2/WePXu4cOFC9ujRgzk5ORw4cCDNzc2ZmZnJjRs3MiAggElJSezfvz8bGxvZrVs3vnr1ij4+Pty/fz/j4+M5bNgwNjY2sqKigsXFxfTy8uKVK1d46dIlSqVSVlRU0MHBgc3Nzbx//z6DgoKEfASVlZUsLS3l+PHjWV1dLdjCpk2bmJ6eTgcHB7569YqzZ8/m1atXGRoaKiA5x4wZw8LCQrq5ufHu3bvcu3cvt2zZwoSEBI4fP54FBQVUUVHhwoULGRoaSiMjI96/f59mZmaCDWloaNDY2JiGhoa8ffs2+/fvz/z8fFpZWdHa2ppRUVHcuHEjPTw8BK4//ovM1b17dwYEBPzDOeb48ePMzs4WbIkk3759Sz8/PzY2NjIwMJClpaU0MjKiSCTitGnTWFtby4iICBobGzMhIYHGxsa0srKiiooKFy9ezAMHDnD//v1cvHixQJ/p1avXJ+33Y7tuamri4cOH+fz5c1ZXV1Mmk9HBwYEvXrygt7c3y8rKuHXrVsGuFRUVaWlpKdjZ3r17OXHiRAJoQw47d+4cb926RalUSicnJzY2NtLOzo4JCQncu3cvV65cyZ49ezIvL4+qqqqcPHkya2pqPtlndXV19Pb2Jknu3r2bT58+5YABA9jY2EgrKysOHDiQ165dE+y6pKSk1f5isZgNDQ0MCQlhYWEhJ0+ezKKiIk6aNIlxcXEMDAxkUFAQtbW1CYC9e/emiYlJm3rIsbcymYwpKSlctWoVt2/fzoiICHp4eFBZWbkN2Ss0NJRxcXGcNGkSJRIJMzMz6eDgwAsXLlBfX5+mpqbMyMjgyJEjmZ+fzzlz5vDq1as8dOgQfX19BbsuKCigm5sbY2JiuHfvXvr7+wt2LW/Lo0ePuGPHDgYFBfHBgwdCO52cnPjkyRNu3ryZP/30E+/cucNvv/22nQLUrn+72h2Adv3H6GMMqLe3dysMaFlZGS0sLFhYWNgGA/r27Vuam5vz7du3bTCgBQUFtLCwYFlZWSsMqLe3N3Nzc2llZcWKigoBcRgeHs5r167R1dWVurq6NDU1ZVFREWfPnk2JRMJdu3YxMzOTYrGYUqmUCgoK1NLSooKCAhUVFQV0oY6ODnv16sWmpiYmJCQwLCyMEomEzc3NAotezsU/deoU1dXVqaury5KSEnbv3p2lpaVCWy5cuMCWlpZW7PyPHYiYmBja2tqyY8eOrKiooKqqKhcuXMijR48yNjaWYrFYYK2PHj2aLS0tbGlpIfmBjS8vR1tbm8rKytTW1qampibj4+M5fPhwVldXs2PHjuzcuTM7d+7M8PBwrl69msXFxezfvz+lUqnQFvnHyclJuKArKytTSUmJmzdvZmBgIFVUVNipUycaGBiwtraWjo6OghOVlJTEcePGUSQSCY7Px+2WSCStjvP06VMBffj06VP27NmTOjo6VFFRoZaWFlVUVBgZGcm5c+dSX1+f+vr6LCsrY+fOnamnp8fjx49z4cKFfP36Nfv27cv6+noBlyiRSNjS0sIZM2awurq6VV1aWlpa1eXj8ZR/ZDIZbW1tCYA6OjoCPhQAlZSUhO/l2EUdHR0BeSrHxeK/kshlZGQI2FEtLS0WFhayR48eNDExYV5eHtXV1Xn48GEuXryYqqqq1NHREZI5PXr0iHv27OHatWvZsWNH6uvrs6qqih07dqSnpyfPnTvHTp06MTExkUOGDKGBgQFLSkqop6dHX19f7t69m48fP+bw4cNZUVFBfX19KikpccWKFTx48CDV1dWpra3N8vJyGhoaUklJiQsWLGB4eDg1NDSora1NFRUVdunSha9fv6aysjK1tLQYHh7OOXPmUEFBgXp6egTAkSNH8o8//hDyLsj7Bf+V+0ImkwlYzr/2d1NTUytsrRzjOXjwYL58+ZJbt26lRCIRMLQikYi9e/dmQUEBly1bxrCwMMbGxtLJyYlVVVXs2bMn8/PzqaenR01NTeFcLykpoaqqqmDXcqRuUlJSq7p87DjK7aZ3796sqKjgpEmTmJCQwIMHD3LNmjXs2LEj6+vrqampyWHDhvHx48fU1dXlxYsXheRWlZWVBEBnZ2c2NTWxublZsEGJREIbGxsWFRVxw4YNgjM4fvx4VlVV0czMjHl5edTR0aGGhgavX79OBwcH4RxVUFCgl5eXYNvy+aFHjx6sqanhpEmTGBMTQy0tLWppafHVq1c0NTUVbFdu1/ivPCcftzk5OZkhISH09fUVMKpyrKuuri7V1dUZFRXVqu/EYjELCwu5YcMGHj58mImJiXR0dKSKigr19fUF7LC6ujo1NDSoqKhIAGxubmZFRQUXLFjAy5cv8+LFi5w+fTqLi4vZrVs32tjYMC0tjX5+fhSJRJwxYwbfvXvHzp07s66u7v+zRGB9+/ZtdwDa9W9X+xKgdv3HKTg4GN9//z0kEglu3bqFbdu24bvvvsPDhw/xww8/YN68eXjz5g2eP3+OlStXYsaMGXj06BFmzJiB1atXIykpCW/evMG8efOwaNEiPHz4EN99952A05NIJPj+++/h6+uLW7duYfTo0QK+sqqqCg8ePMCGDRvQp08fPH36FLa2toiKisKuXbuwfPlyhISEoLS0FACENdxLlizBxo0bMWjQIFy8eBEaGhp4+vQpHB0d8dVXX6G5uRlJSUlwd3cX1pjK1zlPnjwZCxYswI0bN+Dq6ory8nJhjbiuri7c3d2FYE6JRNIGD+rg4IAnT55AQ0MDFhYWSEtLQ1RUFOrq6nDv3j1kZ2dDW1sbUqkUt27dQk5ODg4ePAixWNxqPbG2tjZGjRqFI0eOYOfOnfjpp5+QnZ0NiUSCL774QiAHqaiowMnJCYaGhnj48CEGDRoktEX+UVFRQX19PTQ1NZGTkwMlJSWEhIQISMhnz57B0NAQdXV16NSpExoaGrB7925YWVmhuroaLS0t6NmzJ0pLS7FhwwZIJBJIpVKoqKi0Oo4cswcAX3/9NfLz8yGVSpGbmwupVAptbW1UV1dDVVUVT548gYGBAWxsbFBaWoqzZ89CJBIJa3WTk5NhZmaGiIgIrFixApGRkXj8+DGOHj2K8ePHC0uKAODOnTuIjY0V6vHxeMo/HxNf6urqhGUaOjo6uHDhAoYMGYK6ujq8efMGlpaWiI6OhkQiQVhYGMaNG4ekpCRhjfHatWtx+PBhBAcHY+bMmTAzM0N8fDyKi4uxYcMGREZGws/PD+Hh4UhMTMQXX3yBjIwMaGpqorm5GQEBAfj666/h5OSE1NRU2NjYoEuXLvjhhx+Qk5OD5cuXY9CgQYiOjkZDQwOmTJmCO3fu4MiRI1BXV8dvv/2GuLg4IRDfzs4O9vb2ApWrX79+QjBk79694ebmhmXLluH06dPC8ojKykqYmJjA0dERBw8ehKenJ65evQpFRUVkZmYC+LDMY9KkSQA+rAdXVFQUaEj8L4SikpISlJWV2/S3HJ0pjx9ydHQEANy8eRPdu3eHtbU1bty4gf3798PT0xN1dXWtAuvlMUINDQ0QiUSQSqWYPn06rl+/jtWrV2Px4sXQ0tLC559/DmVlZWRnZ0Mmk6GpqQlNTU1tbFNFRUUo29fXF+Xl5YiPjxcC6uUxAz/++CMGDhyImpoaVFZW4vHjx5gwYQJkMhlmzZqFP//8E8CHwFIAQtuVlJSEY9rZ2eHZs2fo3Lkz/P39oaCgIAQGi8ViSCQSTJkyBRcuXICvry8uXbqEmJgYIe6FpBCvsm/fPrx8+RLABwKVjo4O/P39ERMTg9LSUnh4eMDc3BwtLS0oKipCS0sLRCIRdHR0WgXv29raAviw/l8+z1RVVSEjIwPV1dUYPnw4rl27hkWLFmHixImt+k5VVRXGxsYYOnQoOnfujF69egnUn8zMTKSlpWHEiBFoamqCSCRqtQRKXV0doaGhGDNmDJ4/f45bt26hW7duyM7ORm1tLVRVVRESEoKoqCjo6uqivr4exsbGqK+vh76+PsRisVBOQ0ODsK1Lly4C7lMeG9W1a1fU19fDyMgIjY2NUFZWhpKSEhobG4Vt8n/lc0JTUxP09fX/etlrV7v+5/W/1/9oV7v+dcnfAJw6dUp48nPx4kUuXLiQGRkZnDx5Mp8/f87Vq1fz+PHjPHPmDL29vZmSkkIXFxempKTQ29ubp0+f5vHjx7l69Wo+f/6ckydPZkZGBhcuXMiLFy/y8OHD3LBhA+Pj4zl16lRmZmZy7ty5fP/+fZtEYPKn0itXruTJkycZHx9PkvTy8mJmZmabpS9WVlZ8+vQpO3XqxPr6etrb2zM9PZ1XrlxhRUXFJzPRxsbGskuXLkIymU6dOrGqqor29vasqqpiQEAAU1JSSH54qjZ79uxWbwB69+5NLS0tpqWl0d7enr179+bx48f5008/sbKykosXL2ZDQwP19fVJfliyU11dzYiICHbs2FFIUvbs2TPq6urSwsKCPXr0oJ6eHh8+fMjJkyfzxYsXHD16NDdt2sTa2lru379fSOokf1r4sZydnVv1i4ODAyMjI9m1a1f279+f6urqrZ6OrVy5kn/88QevXr3KuXPnUiQSCVlYSfLmzZtCH3yspKQkGhsbs0uXLgTAwYMHU0lJiYMHD+bw4cMZHBzMnj178tatWzQ3N2djYyONjY2Fp74HDx5kXFwcly9fzhcvXnDy5MksKSlhdnY29+/fz4aGBvr6+rK+vp4tLS0sLi4W+u9fka2tLYcPHy70g6urK9evX9+qb+Tb9fT02KNHD5qbm1NXV1dI7JSSkkJra2saGRmxa9euPHPmDN3d3amkpEQ3NzfevHmTALhx40auX7+eWlpaTE1NpZ6eHhMSEujn58ewsDAaGhry2rVrdHNzY1ZWFgcNGsRx48bxxIkTjIyM5MiRI1lZWclOnToxNTWVy5Yt47lz52hsbMznz58Lyz7kS8Y6d+7M0NBQurm5ceDAgXzx4gVVVVVpZ2dHPT09BgcH08PDgzY2NlRVVRXa2bFjR5qbmxMAz5071ypbr46OjrDM5fjx4+zdu7fwFsnHx+ef9veDBw+YkJDAsrIyIYmXp6cni4qKGBgYyLq6Om7fvp3Pnj0Tlmh8bAuPHj3i8uXLhQzOvXr14rVr14Q6Xr16lUZGRq3GVD4un3qa29DQwLq6Or5//17IEt7Q0CAs0/p4jhs9ejQzMjJobm7OW7duce/evQwMDBRsQX5MeWbyj1VUVMTGxkZhjvvll1+4fv16xsfHc8qUKczMzKStrS319fXZvXt3WlpaCm9W5OXKz7fq6mrhrZa+vj7r6+u5dOlSnjt3jiYmJjx58iQtLCyYnp7eKgPx2rVr6ebmJrwBKCoqIkk+f/6cO3fupK+vr5Asb9y4cVRXVxfs+tGjR23aVFJSwkOHDrGmpobr169nQkICXVxcaGBgwOLiYqEtADhgwAAh0/KcOXN4584dnj59mhs3bmRmZiYtLCyYmZnJGTNmMDY2loGBgdy7dy9v3rxJDw8PZmZm0tXVlXFxcdy0aRNDQ0MZHR3N+fPnC/PC06dPuXbtWh47doxRUVFcunQp09LS6OLiwqSkJC5fvpwnT57kiRMnuHLlSiYlJdHFxYXp6elcsmQJz58/z7CwMPr5+fH06dPtbwDa9W9X+xuAdv3HKTY2Fr1790ZLSwtyc3Mxbtw4HD9+HIsWLcKFCxeEp2XFxcUYPnw4Tp06hcWLF+PUqVMYPnw43r59i5qaGgwcOBC///47Fi1ahOPHj2PcuHHIzc1FS0sLevfujStXrmDBggU4duwYJk2ahLCwMIjFYhQXF8POzg5xcXGYOXMmxo8fj0GDBqG8vBxmZmbIzMzEoUOHcPTo0TZ1Dw8Px6JFizBt2jTcuXMHAPD555/D2toaDx48wLVr19pQdCwtLTFkyBB4enpi9OjRwhOonJwchIeHo0OHDujcuTMSExMBAMeOHcO1a9eE/adPnw5DQ0P069cP69evx1dffQUPDw8AwMOHDzFmzBioqKgI3PvKykokJSVhzpw5GDNmDIAPVKSBAweiR48e+P777zF+/HisXr0aEyZMwG+//YbRo0cjOjoaX375JU6ePAl3d3e8ffsWERERQiBzbW0t3rx588kxzc7Oxrt37zBixAjMmjVLeJr5sQYOHIiUlBRMmjQJysrK8PHxQVNTE3Jzc9G3b19069btk2WPGDFCIDR5e3tDXV1dINGsXLkSgYGBOHHiBL755hs8fPiwzf63bt3Cjh07cPr0aSxcuFAgwwwbNgzFxcWYNWsWVFVV0dLSghMnTqCqqqpVgqPnz5//QxLNmjVrhP+fO3dOSED21+29evXChAkT8P3336NHjx6YO3cuJBIJxo4dC3d3dwwZMgS+vr5Yu3YtxowZAw0NDbi6umLWrFlwcnJCTEwM+vTpgy5duuDgwYOYMmUKpk+fDm1tbdTW1mLmzJkCNvObb77Bn3/+iRcvXggc9+zsbIGO5ODggBEjRqCoqAi+vr7IycnB+/fvcefOHWhra2P+/PkYOHAgFBQU8OzZM8yfPx+DBw/GkiVLsHjxYlhZWUFbWxsJCQmYO3cuOnToIBCvvvjiCzg7O8Pe3h6rVq3Cq1evsHDhQgCAiYkJJk+eDOADSvbFixcAPpCf5Db9j/Tll1/CzMxMeJvy5MkT/Pzzz6irq8OUKVNw+vRpLF26FHfv3sWiRYvanMO3b9/Gjh070LlzZzx8+BADBw5EVFQUtmzZAuADPai2trYVvWv48OEYPnz4J+tTXFyM3Nxc3L59GyKRCD4+PsK2d+/etZrjNm3ahNDQUJSXlyMhIQGFhYWora1Fz549AaANMexjHTp0CKmpqfjxxx+Fp8zOzs5Ys2YNIiIiMGjQIGzcuBGrV6+Gk5MTJk+eDFNT00+W+/z5cyGwHfhAZRs5ciR0dHTg7e2N8+fPo7y8HCEhIVBXV8fMmTMBALt27cLZs2eF/T5F8jl79iwmTZoEb29vdOvWDadOncLQoUNhbm7e5rcdOnTAuHHjkJ6ejgULFsDHxweenp6YM2cOrl+/jv79+8PJyQkA4OXlBR0dHSgpKQlQgVGjRkFPTw/p6elwcXERkiPeu3cPxsbG0NHRwbNnzzB58mQcPXpUCEb/8ssvoaCggMzMTEyYMAG//vorFi1ahD/++APW1tZoaGhAYWEhRo4cid9++w2LFy/G2bNnMWTIEJSXl6OiogKDBg3C2bNnsXjxYpw4cQIODg549eoVmpqa0K9fP9y7d+9vx7Jd7fqfUnsegHb9x0ieB2D9+vUwMTERbqoUFRXR3NwMVVVVAaf2P71NjreTL9toaWnBhg0bsH79euzevRsBAQFt9l24cKGA7JRLIpEgMDAQy5cvh5+fH+zt7REYGIjk5GR89dVXSElJwdy5c1uRMk6dOiVcRIOCgrB161bs2rULysrKePToEZqbm3Hw4EE8evRIWNokz4z5sZYvXw6S8PHxQVBQEMaPHy/QQ+QZMrt06YJRo0YJr+6fPHnSipv98uVLxMfHQ0dHB6amprhw4QJWrFiBwMBALF68GDExMZg7d66QCVPeh/r6+hgxYgTKy8tRX1+P58+ftypXJpPhwYMHOHXqFFasWIHffvsNa9asQWhoKO7evYuZM2dizpw5aGlpgYqKCpqamrB9+3bk5eXht99+E/p+1qxZ6NChA3799VfMnTsXlZWVuHDhwj+0KznuUZ7US1VVFUFBQcJY//rrrxg1ahSMjY0FbKaysjKkUim+//57LFiwAIMHD4afnx8uXLiAMWPGCIzybt264f79+ygpKcGiRYvaHPvq1asoLi7+h/X7O82ePRtnzpxBaWkpwsPD8c0330AsFgvsfUVFRQQFBSE0NBQODg6oqalBfn4+kpOTERQUBAA4cOAAvv/+e+Tl5aGqqgpDhgzBkSNH0NTUhHXr1uHcuXOwsbGBoqIinjx5Ak9PT6irq2PlypXo2bMnhg4dCpFIhMzMTEydOhVBQUFQUlLC8uXLERgYiIkTJ6K4uBjPnj0D8MF+/fz8AHxYglNXV4dHjx5h586d6NSpU6v2jR07FkVFRcjKyoKnp2ebc+mv+vzzz4UbPrlOnDiB6dOn49KlSxg5ciTOnj2L7777DtnZ2Rg6dCjOnDmD+vp6KCsrY+DAgbh9+zbevHmDXbt2wcTEBMHBwbC3t8eUKVMwd+5cHD9+HCNHjsTBgwchk8mwcuVK4UGBiooK3NzccPPmzVY3yHJNnTq1Fa2rpqYG2dnZ0NLSwmeffYaHDx/i/fv3wnwjFosRExMDPT09fP3111i7di02bNiA4OBgTJ06FaGhoQA+OIgf3yCbm5vD3t4eKSkpMDY2xr179+Ds7Cws+8rIyMCTJ0+Qnp6OgQMHQiKRoLm5Gbt27cLEiRPx888/Y968ecISHblkMhkGDRoEknj48CHmz5+Pzz//HPn5+bC2tsbZs2cRGxuL/Px8/P7771ixYgX279+PnJwcnD59WihHIpFg/vz5CAsLQ5cuXdCjRw9s2LABdXV1CA8Ph6OjI/Lz86Gnp4fZs2dj//79iIqKapWDQCwW4+jRo8Jc6+rqikmTJiEhIQHbt2/HwYMH4e/v32YMxGIxVFVVYW5ujvfv3yM6OhoJCQmYOXMmdu7ciX379rWZ51VUVP72GvDxHPc/ee15/fo1tm/f3p4HoF3/Vin/85+0q13/Z6lbt26orKxEp06d0KFDB2RkZGDs2LG4cOECnJ2dERcXB2NjY6ioqCAvLw/29vb4/fff4eLigrt378LMzAzNzc0oLi7G4MGDER0djcmTJ+PmzZvo06cPamtrUVVVBRsbG1y7dg2TJ0/GlStXMHDgQLx79w4ikQiWlpZQUVGBr68vdHR0cOXKFQwYMAAk4ebmhsmTJyMtLa3NU665c+eitLRUeDr6sU6fPo1Vq1Zh8+bN2LFjB+rq6vD777+3cgbS09MhFovh5+eHVatWoVu3bhCLxQgNDcWKFSuEJ8P19fVYsWJFq/I3btyIsrIyBAUFYcyYMejRowcqKyshlUoxevRoODs74/fff8eBAwdgYmICRUVFzJkzpxX/Ozc3FxcvXkRVVRWuXLkC4MOTeRUVFfTu3RsZGRkgCT09PaSmpsLJyQnnz5/HDz/8gIaGBrx79w5mZmZtyn3x4oVwg5ybmwuxWIyBAweivLwca9asQZcuXSCTybB7924MGjQIS5YsEZjZFRUV8PLyglgsxq5du7Bx40b0798fdXV1uHjxooBf/TsFBQVh3rx52L9/P65evYrRo0fD398fNjY2qKqqwurVq7F582aEhobi8uXLGD9+PJ4+fYry8nJkZ2dDUVER1tbWWLFiBSZNmiT0H/DhZiwlJQVjx46FSCTC0aNHMWbMGNTV1eHrr7/Gt99++6+a/Sfl4eGB6upq7N+/H/n5+Xjw4IGwjaSQcOyvN8/ym/BOnTrh5cuXgnOzd+9eXLlyBW5ubujXrx+2bduGAQMGQCaTITc3F+np6bh48SIuX76MzZs3w9TUVEDZ9unTB9evX4ejoyOysrIAAJcuXfrkcQHg+vXrwv8XLlzYar29XKamphg2bBgA/NNxlCshIQF6enowNzdHv3790NLSgsDAQDg5OUFNTQ21tbX4+eefMXDgQCQnJ2PixIm4e/cuXrx4gc6dO+PatWvw8vLCxYsX4ejoiBUrVmDixIk4duwYVq9eDX9/f1y4cAFubm6wsrLC9u3b0djYiNWrVwPA3ybLAoCtW7di3bp12Lp1KzZu3Ijs7GyIRCKUlZXh66+/RkxMDI4dOwYfHx/o6urCwMAApaWluHPnDi5fvgwHBwe0tLQIN//Ah6fbX375pfB3aWkprl69Cmtraxw6dAiDBw/G6tWr8dtvvyEoKAh9+vRBeHg4pk2bhvz8fOzfvx9ubm4oKSnBzz//DADIy8sT3nTI1dDQgLNnz0JRURG2trbYsGGDkBncz88PM2fOhLq6OtLS0oSx7tKli/BGSK6srCysXbsWbm5uqK+vx5UrV2BpaQltbW389ttvQntHjRqF/fv3t+nDVatWYcuWLbh8+bLgdB89ehTZ2dm4efMmxo4di44dO0JTU1N4cCJXXFwcLl68iM6dO6O4uFiIB5JnI87KyoK9vT1ycnKgqqqKrl274smTJ5gwYQJ+//13jB07FqmpqejQoUObOU4+LxgaGkJdXR05OTkYNWoULly4gO+//x73798X3lK+fv0aQ4cOxR9//IHJkyfjzp07sLCwEGzh795mtqtd/6P637f6qF3t+l+TPAZg0qRJvHr1Kg8cOMDNmzczPj6eLi4uzM3N5cyZMxkTE8Pdu3czICCADx48oKurK1++fElXV1c+ePCAgYGB3L17N2NiYjhr1izm5ubSxcWF8fHx3LRpEw8cOMCrV6/S09OTOTk5dHZ25vPnz7lmzRoePXqUFy5c4MKFC6miosLs7Gxhjau/vz83b97MjIwMWlpaMj8/v00bPD09CYB2dnbU19fnkydPhHiG6Ohozps3T8AQSqVSVlZWMjIystWacDlRREdHhz169KCpqSljYmI4Y8YMvnr1inV1dQLC8GMZGBi0QlGGhIRw8+bN1NbWpq2tLXNzczljxgxWVFSwoaGBO3bsYEFBQasycnJy2sQ12NnZ0cjIiIWFhdTX1+ehQ4e4YcMGPnnyhJMmTeKbN29YWVnJ1atXs7a2locPH+br169blZuRkdGm3OHDhzMtLY2DBg3ixYsX2bVrV546dYpWVlZsaGhgly5dKJFIeO3aNf7xxx8C2aS5uZmTJk0S+u+faceOHbS0tKS6ujrt7OxoYGDAu3fvcsaMGfTz86O5uTmfPn1KZ2dn6uvrs6SkhHPnzm0VD1JTU8OCggJOnz6dFRUVvHjxIi9evEiSLC0tpbOzM5ubm/n+/Xs2Njayvr6e27dvZ0VFxb9q/n+rqqqqNn2XkJBALS2tNt+fPHmS/fv3p4KCAjMzM2llZcVTp06xa9eu7Ny5MwFw4MCBVFJSoo2NDQHQ0NCQhoaGvHz5Mrt3704FBQUOHDiQ2tra7NmzJwMDAwXcpJ2dXZtjhoeHc8CAAcIa/vj4eALgihUr6OXlRQB/i5j8X1F5eTl37tzJ+vp6ikQirlixgg0NDXR2dua7d+9IfsBfRkdHs6Kigm5ubq3mhW3btnHPnj28c+cOLSws2NjYSAMDA8bHx9PMzIybNm3i+vXrqampSVtbWyopKdHa2pouLi6sra39p/XbtGkTU1NTKZPJmJmZyVWrVvH27ds8fvw4q6qqOGfOHL58+ZKZmZkcNmwYHz16RGNjY166dIm2tra0tbVtNd/4+Phw3rx5zMrKanUcsVjMM2fOMDY2lpWVlZRKpQLFRk7H8ff3p6+vLzU1NZmZmSlQcj7+5OXltSo3Ly+PO3fu5I4dO/jq1SuWlpZy9OjRApJ27ty5XLlyZasyunTp0qYfvL29mZ2dLZyjt27dYrdu3dijRw9qa2szOTmZ9vb2rcqJiooS9n/79i3r6uo4btw43r17l0ePHmVVVRWtrKxoZ2fHTp068eHDh5w3b16bYzs7OzMlJYXLly9nREQET58+TQcHBw4YMIAKCgo0MzNjdnY2fX19GRQUxMTERNrY2LSKDVqyZAlDQ0P58OFDDh8+nPX19QIZy9PTkydPnuStW7c4YcIE1tTUUF9fn5WVlXR1deXFixd5/vx5Tps2TSBm1dbW0snJSbAFLy8v3r17tz0GoF3/drU7AO36j5HcAbhy5Qp9fHz4yy+/8ObNm5wyZQpLS0sFZN/8+fMZGRnJP/74g7Nnz+abN2/Yq1cvvnnzhrNmzeLFixcZGRnJ+fPn89WrV+zduzdLS0s5ZcoU3rp1i7/88gt9fHyYk5NDa2trlpeXc/z48Xzw4AGDg4Pp5+fHtLQ0gbNvYWHBR48etXEA5Ji/j4Ng5U5Fx44dqaSkxIkTJzImJoYHDx7kqlWrBP593759SZJpaWkCiu/p06c0NTUlAA4bNozx8fFcuXIlN2zYwOTkZIpEIvbq1YstLS2fzA0gdwAGDBjAW7duUVNTU8D9lZSUsFevXiwsLOSiRYt45coVnj9/vg03+2MHQB7gV1ZWRmVlZU6aNImXL19ug8gTiUR0dHSkSCTixYsXeeXKlVboTrK1AyAv9/379+zcuTNVVFSoq6vLkJAQLl26lC9fvmTv3r1paGjIkpISLlu2jEeOHOHNmzcFtGZdXR0rKiq4dOlS4RifCkYmP9wwubm5EQDLy8upqKgo2IKWlhavX79OZ2dnlpWVUUVFhY6Ojm1swc7OjlKplEVFRVy4cCElEgkDAgKYnZ3N0aNHs6amhi0tLULuBpICCvQf1e1fkdwBWLlypRBArKenJ/Tj8OHDBXSmrq6ugBg1MDCgkpKSEOh94cIFjhw5Uuh7S0tLPnz4UBgXPT09Kioq8v379wRAR0dHnjlzhlpaWlRVVWVubq5QFgB6eXlx165d1NXVpbKysjC2cqSnpqYm1dXVqaCg8P/KAZD3nUwmE4JT5eeATCZjY2Mj379/zyVLllAikXDLli0CblIkErW66duxYweTkpJoY2PDhoYGKisr08XFhZcvX6a2tjbV1dX54sULGhgYsGPHjszJyaGqqioPHz78T+spr4+VlRVlMhnT09O5fv167t27l0lJScL527t3b+bk5HD58uXcvXs3dXV1mZmZSSMjIxoaGgr9q6GhQXV19TYOAPkBh7tz507hBvKvDoC8LZmZmQJy0sbGhrdv3/5bB6C5uZlnzpzh+fPn6e7uzqqqKurp6bG4uJgzZszg5cuXBadTbgufcgBEIhFtbGxYUVFBJycnPn/+nP7+/vT29uazZ8/aOJEKCgqCA+Do6EixWNzGAZDnKwE+IHT19PQ+6QDo6+uzvLyc06dP57lz5wQksNzmFRUVOWvWLEZHR/PEiRNcuHChkGfi3bt3nDJlCu/cucNDhw5xxYoVzM7OprW1Nd+/f08nJyc+fPiQu3fv5vr165mamko7OztWVFRw+PDhfPbsGQMCAhgYGMgnT55w5MiRrKiooK2trYAeDQ4O5v3794XA63YHoF3/TrU7AO36j5HcAbC3t2dsbCwPHDjANWvWMDMzU7igODg4MD4+nkFBQdy0aROTkpI4ePBgVlZWcvDgwUxOTubmzZsZFBTE+Ph4jh49mhUVFbSxsWFmZiZXr17NAwcOMDY2ls7OziwvL6eVlRXz8vK4ePFihoeH8+rVq3Rzc2Pnzp1ZUVHBTp06UVVVldu2bePatWuZkJBAc3Nz1tbWsra2ltOnT6dEIqFEIuHChQtpYGBAQ0ND1tfXs2PHjlyyZAkPHz7MK1eu0N7envX19WxsbGRLSwubmpp4/vx56uvr08DAgPr6+jQxMWFRUREVFBSooKDAo0eP0s3NjeXl5QLHfurUqRSLxUJugaamJlpaWlJfX5+dO3emgYEBNTU1eenSJTo4OLC0tJR6enpsbGzkkydPuH37dm7ZsoVJSUnCzVRLSwtTU1MFXn5ycjLHjRtHVVVVvnv3TrhY79mzR6AgyZ/W5+fnc/HixZRIJBSLxZTJZEKZIpGI2dnZQrkZGRm0t7enoaEhBwwYwFevXnHTpk0MDg4WchqUl5cLrHAPDw9KJBIuX76cGRkZlMlkNDQ0FG4IpVIppVIp586d+0k6z4EDB9i5c2fq6+vT0NCQffv2FQgme/bs4dy5c4Ub5vLycuHm9vjx47xw4QLHjRvH4uJiWlpa8s2bN/Tw8OD58+d57tw5NjY2srGxkc3NzezZsydlMhnFYjF/+eUXPnr0SLhB7d+/v8Bul0qlrfron0n+lFGeh0Hej/KPfLw//s7AwEAgP/n4+PD06dM0MDBo1Q/y/Xbv3s0dO3YwKyuLw4YNo6Gh4SfL/esx/q4+f/28fPnyXzr/5X3x8OFDhoeHC3Ytz2Ehk8l4//59Hj16lCtWrGB+fj5NTU2FG87m5maGh4czOjqaU6dOZVFREaVSKbt3786UlBRu3LiRmzdv5sOHD9m3b1+qqqqyrKyMHTt25IIFC7hz505ev36dQ4YMoZ6eXqs2h4aGfrK+MplMOPc9PT355s0bSiQSwRYaGxu5d+9ePnr0iE5OTnz//j0VFBQ4ePBg3rx5k5qamnz06JEw3zQ2Nrbpv9zcXOF4LS0tTElJob+/PyUSCWfPns2ysjLq6+vz3bt3ggPw008/0d3dnYqKiiwrK6OSklKb8SwoKGh1jqampnL9+vWUSqV0dXVlZWUltbS02KNHDyYmJtLHx4e7d+9u1S9WVlYk2cqu5Xlbqqur6eDgwNjYWGEu69SpExUVFYU6eHp68vr16zxz5gybm5uF/B91dXUcOXIkb968yaNHj9Ld3Z2vX79m7969WV9fT319fa5YsUIgPTU1NbGlpUVo15QpU3jq1CleuHCBM2fOFHJX2NraMjk5mRs3buSuXbv4+PFjjhkzhhUVFbS2tmZmZiZXrlzJ0NBQxsTEcOLEiSwrK2Pv3r2Zl5fHRYsWMSIigleuXOG0adNYUlJCS0tLvn79mu7u7jx37hzPnDkjkKcsLS1ZWlpKNzc3Xr16leHh4VyyZAmvXbvW7gC069+udgegXf8xkjsA586do6+vL3/55RdeunSJc+fOZU5ODh0dHZmamiq83j137hwXL17MzMxMjhs3jpmZmVy0aBHPnTvHiIgILl++nCkpKXR0dBReYUdHR/OXX36hr68vnz9/zgkTJjAvL4+zZ8/mrVu3+NNPP9Hf319YaqKvr8+KigpOmzaNFy9eZLdu3aijo8P+/ftTQ0ODzc3NfPz4Mbdu3crg4OA2T+uKioo4ffp0Hj58mHp6esLTP0dHR6akpHDlypWsq6sTfl9WVkaxWNzmdb25uTnT0tLo4OBAExMTvn37lj/99BPPnz/Pmzdvcs6cOW1uJo8ePUrgQ1ZSecKevn37cvr06YyKiuL+/fu5ZMkS1tbWUl9fn3V1dVy9enWbcZEnpJJ/unbtyk6dOrF3795CJtuZM2fy9u3b3Lt3L7du3cq4uDi6uLiwqamJrq6urKqq+qfjv3fvXuEYAwYMoJ6eHhMTE9mzZ0+uX7+emzZtoqamJuvq6ti5c2eWlZVx1qxZvHfvHs+dO0exWMyysjLKZDKWlZWRJBsbG9nQ0NDqOHV1dW36FwCzsrKooqJCKysrTp48mQEBAezevTu1tLRobW3NvLw89ujRg7GxsQwKCmJQUBDt7OyoqqpKkUjE7t278/Xr19yyZQsbGho4d+5clpSU0NnZmbm5ufTw8ODVq1f5xx9/cNmyZSwoKODkyZPZ3NzM8vLyf/U0+b9SMpmMEydOZEVFBUUiEffv388XL15w0KBBbGho4IQJE5iYmMi1a9eyvr6ewcHBjI+P58SJE5mXl8fp06fz3r17NDExYXR0NCdPnixkYJZnog4NDaWJiQl1dXXZt29fKioq0sDAgPfv329jC3+1mY9VVlYm3Hzn5+cLthAbG0tXV1fm5eVx0qRJjI+PF7ITr169mklJScIbGisrKwLgwYMH/6X+KSsrE9DEixcvbjXHpaam0sHBgcrKypw7dy7Dw8PbtEeOAP6r5A6UlZUVU1NTaWBgwFOnTnHcuHGCA6CioiKgWSMiItqMW0VFBVNTU/nHH38ImYInTJhAHR0dpqSk0MzMTKjHrVu3aGxsLCRsE4vFrK2t5fHjx3nv3j1OmzaNw4YNY05ODnv16kV3d3f6+vrSzMzsk+fI0aNHee/ePY4bN461tbVUV1dn3759qaOjw127djEwMJAPHjwQ5vLq6mpOmjSJ165dY2RkpJDtvD0RWLv+b1Q7BrRd/3G6du0abGxsIJVK8eLFC0ydOhUhISHYuHEjjh8/jhEjRqCyshKFhYVwdHTEzz//jM2bN+Pnn3/Gt99+i8LCQlRWVmLEiBGIiIjAxo0bERISgqlTpyIjIwNSqRQ2NjY4c+YMfH19sXfvXsyZMwePHz+GlpYWzM3NER0djUePHsHV1RWpqamwsLBAQkICZs2aheXLl2Pfvn1QVVVFQ0MDfvzxR0ydOhXa2towNjZu1RYtLS2UlpYiNTUVQ4cOxfr16xESEoKLFy/Cw8MDPj4+SEhIQHFxMUQiEYKDg8GPwF3m5ubo1asXvL298euvv2Lr1q1obGxEfX095s6dixEjRqCkpAT79++Hurr6J/vT19cXHTt2hJeXF/bv3w8LCwvU1tYiNDQUS5YsQVFREVxdXVFQUIDdu3f/0/HZuHEjpk+fjg0bNsDW1haenp7w9PTEo0eP0KFDB/To0QNXrlzBb7/9hszMTPz66684derUvzT2o0ePRseOHbF79240Njbi9OnTCAoKwrVr1zBq1CgMGTKkzT4jRoyAmpoabty4gR9//BHNzc3Yt28fACA/P19IMvV3cnBwQKdOnWBpaQk1NTVs3rwZT548wR9//AFPT0/4+Phg//79CAwMRHl5Oe7cuYPq6mpUV1cjJiYGZmZmQln6+vr44osvEBkZie7duyMjIwMXLlzA/v37MWPGDFRWVmLw4MEwMjKCjo4ONm/eDJlMhtDQUDQ0NKC0tFSwhfT0dMhkMqSnp/9Lffd/stLS0iCTyZCRkYHGxka8ffsWJSUlaGhoEFCfZ86cwe7du/H777/Dzs4OmpqaGDp0KJKTk3H+/HmcPn0aAwcOxPHjx+Hl5YWHDx9i1apV2Lt3L+bNm4e7d+9iy5YtqKysRK9evbB//35s374d+vr6+OqrrxAcHCwEf2/ZsgWampoYPXr03yI8/6o3b95AJBJhz549UFBQgK+vLwwNDWFoaIhx48bh0KFDOHz4MGxtbXHixAksXLgQgYGBOHv2LIyMjHDy5Ek0NjZCW1sbGzZsgKmpKfr16/cvHXvfvn3YunUr1NXV4ejo2GqOO378OLZu3QpdXV3Y29tj69at6Nu3LwDAxcWlFWTgY+Xm5sLZ2bnVd2PHjkVJSQlSUlLw8OFDyGQy6OnpCQHQf5VUKsXOnTuhq6uLwYMH44cffsDatWuxfPlyuLi4wMPDA+fOnRN+P2bMmFZUrPfv3yM2NhZjx47F3bt3sWDBAsTExODAgQPw9fXF/fv3cfXqVSxcuBA6Ojp/2z9jxoxBUlISVFRUsH//fqxcuRLl5eVoamrCjRs38PDhQ7i6uiIlJQV9+vRBeXk5Ghsb0bNnT6Snp8PV1RVJSUn4+uuvBZRx165dkZWVBRcXFyQmJmLEiBEoLCyEuro6PvvsM+Tk5OC7775DYmIiHB0d8fLlS3To0AE6OjrIy8vD2LFjkZiYiIkTJyIrKwsGBgZQVVVFUVERBgwY8C+Ne7va9f9G7Q5Au/7jZGpqivLycigqKqJjx47IycmBtbU1njx5gl69euHNmzdQU1ODtrY2CgoK0LdvXyQkJKBv37549eoVtLW1oaamhjdv3qBXr1548uQJrK2tkZOTAz09PYwaNQr37t2Dt7c3MjMzMWDAALx48QKGhoaQSqWorq5G9+7dkZiYKJBEPv/8c7x69Qr5+fkwMTHB1KlTIRKJoKqqirFjx0IsFsPOzk7IpimXqqoqevfujaKiIhQXFyMxMRE2NjZQUlKCh4cH3r59iy+++AJ//PEHxGIxduzY0SqDrKmpKXr27Illy5Zh/fr1cHZ2xrJly7BkyRLU1tYiKioKTk5OePr0qZAB9WPNmTMH/v7+eP/+Pfr16wcfHx9MnjwZ58+fh7e3Nx4+fIhbt25h3759mDhxImpra5GcnAwAiI+Pb5Up2NjYGB4eHrh79y4SExORmJgIiUSCr7/+GhkZGejSpQskEglqa2thamoKJSUlPHz4EDExMVi8eLFQTlxcnJC996/q06cPtLS04ODggA4dOmD58uXYs2cP5s+fL3C5z549i/Xr1+PSpUuws7NDZmYmunfvjoKCAgQFBUFZWRl2dnaoqamBTCb7pxfbPn36QFtbG9u2bUNLSwuePXsGAwMDeHl54erVq1BQUMCkSZPwzTffICAgQLCFV69eITIyEgsWLMCpU6fg4+ODkydP4osvvkBtbS0cHR1RWVmJkydPYu/evcjMzISFhQUqKirg7u6O5ORkxMTEQEVFBf7+/mhsbBQcALFYjMTERLS0tAj5H/5X1dzcjFu3bv239v2f1sdtaWpqwtu3b1FaWoqmpiYkJydDJpPh6tWrWLduHXr27IlOnTrh8uXL8Pf3h4uLCxQUFGBhYQFDQ0OoqakhKSkJX331FZ4/f44BAwYgPT0dxsbGaGpqwsmTJyGVSpGUlARbW1s0NTUhNTUV3bp1wx9//IF79+7h6dOnaGlpwddffy3U0dnZWaDFfErFxcWQSCTYuXMnFBQUkJycjKamJvTt2/eT+1VVVaG6uhqLFi1CeHg4OnbsiKCgINTU1GD69Ono0qULunTp8k/77v79+9i0aROeP38OmUyGgoKCNnNcQkICJBIJkpOTYWxsDAsLCwBA//79W2Uk/lhZWVno378/lJWV4eXlhfj4eEilUpiZmWH48OF48uQJFBQUBEdm1qxZbcpQU1PDxo0bER0djfPnzwtZm+Pi4jB8+HB4eHjg5MmTwu+9vb3RsWNHtLS04PLly+jatSusra1x8eJFLF26FD4+PpDJZOjRowc2b96MVatWwdzcHFlZWW3mt/LyckgkEmRmZmLBggV4+fIlmpubkZaWhoaGBjx79gyxsbGYOXMmFixYgODgYMydOxdz5sxBRkYGKioq4OzsjNWrV2PPnj2YPn26kDmepIBw3rlzJ1xcXLB69WpcuXJFcCgPHz6MwMBAODs7Y/PmzYiMjETPnj3RrVs3nDlzBps2bYKzszN+/PFHHDx4EAMGDECHDh1w/fp1uLu7/9Nxb1e7/t+q3QFo1yf1448/QkFBAVZWVm22xcXFYejQodDU1ESXLl3g7e0tpIz/WGKxGL6+vujatSs0NDRgZ2f3P3LD0alTJ+HGU1NTE9XV1ejatStKS0thYGAgcL1VVVVRU1MDQ0NDlJaWwtDQEDU1NVBVVYWysjLq6+sFzF7Xrl1RXV0tpHeX6+3bt+jatSsqKiqgra2NlpYWNDU1oVOnTigvL4exsTEqKiqgo6ODQYMGwc7ODgEBAQgODhbS3ldXVyM5ORktLS0wMDBo1Zaqqirk5ORg/PjxqKurQ3l5OYyMjBAQEIBp06bh8OHDUFNTw7Rp04QbhI+TSt2+fRtXrlzBjh07EBISArFYjJUrVwL4wEX/7rvvBA6/HDtaW1uL33//HcCHpF9isRhnzpzBunXrEBgYiD///BPm5ua4fPkyOnTogPfv3wtvHZSUlARcY8eOHVuhTKVSKaqqqqCjowMdHR2Ul5cjKioKfn5+cHNzQ3x8PHR1dfHFF1/Azs4O27ZtExI8/fbbb0I5fy33Y+np6UFFRQUXL15EXV0djhw5gm+//RYnTpz4W1vQ1NSEjo4OPD09sX//frS0tMDQ0BDKysrQ1tYWyg4ODm6ThA34wMp//fo1SkpK0NLSgrKyMjx//lxIPnfp0iUcOnQIPj4+rWxh0KBB6NChAyoqKmBsbIzy8nJ06tQJ1dXVcHV1RUxMDMaNGwdfX1+QRFVVFXR1dVFfXw+xWAw9PT0sWbIEW7ZsQX19Pe7cuQNra2vU1tZCKpVizpw5CAgIwJw5c4S63r9/H2/fvgXwAQMaGBgobEtISBDyE2zduhXAhzcSAJCcnIy8vLxP9vl/VwUFBXj69Knw97Zt21q9vQI+2O/79+/h7u6OgIAAzJ49G1KpFHV1dbCxscGNGzcwceJEKCsrQ0NDA2fOnMFnn32GmJgYzJ49G+Hh4YiIiEBzczPCw8PRvXt3iMVi9OvXDzt37sS8efPg6+uL6dOn4969e/jss8/Qr18/3Lx5ExkZGfj888/R3NwMAwMDDBgwAKamphg8eDDevXsHqVSKrVu3CsjNioqKVnPDx0pOToaenh6ioqLQ1NSEbdu2YdKkSbhy5Qo0NTWFtxgfq3fv3rC0tMTZs2exbt06HDt2DHl5edDV1cXhw4eRkJCAmzdv/tN+7tSpEwIDA4U3eGPHjsXr169RXV2NoUOH4uDBg3j16hVkMpnwFkCeG8Pf3/9v21RaWgojIyNs2bIFs2fPxt27d4X8Ay4uLgA+5AYoKSmBWCxGRUVFq/1JYtu2bZDJZBCJRHB2dsbz58+xdOlSNDQ0YNGiRXj//n2rpH/l5eXCOSifK9XU1NDc3AypVIpjx45h8+bN+PzzzyGRSNDU1ARtbW1UVVW1SbanqqqK7777DllZWXj//j3evn0LmUyGlJQUPHjwADNmzICHhwcuXLiAvXv3wt/fH/v27cO5c+dgaWkJPT093LhxA1u2bMGWLVsQFhaG48ePw87ODgoKCoiLi4OPjw8CAwMRERGBw4cPY/To0aiqqkJqairc3d2xc+dOREZGIjg4GC4uLigoKEBxcTEmTpyIn376CZGRkQgKCsLcuXORnJyMuro6IV9Fu9r1b9f/xuVH7fo/VK9fv6ampia1tLTYp0+fVtuSkpKorq5OGxsbHj58mBs2bKCamhodHR3blDNt2jQqKytz9erV/OWXX/jNN99QWVmZDx48+G/VSx4DMGXKFEZHR/PgwYPcsmULHz58yOnTp/PFixf09PTkzZs3uWfPHm7fvp13797l7Nmz+eLFC86ePZv37t3jjh07uGfPHt68eZNz587lixcvOH36dD58+JD+/v48ePAgo6OjuWDBAqalpdHV1ZXx8fH08/NjWFgYo6KiuGzZMiYnJ3Pq1Kl89uwZV61axRMnTvDkyZMcOXIkKysrqaOjw5kzZwqp5X/66Sfm5OS0apNYLGZ5eTlramqYl5cnrFfOyMjgkCFDqK+vzwsXLvD48eN8/fo1e/bsSYlEIvxW/lm9ejU1NDSooKBAe3t76ujo0NHRsdVHJBJx5syZlEgkLCsrY21trbB/c3Mzs7OzOWzYMOrp6dHc3Jw7d+7kihUrmJiYyKlTpzIpKYmbN29mYmIiY2NjuWvXLlZVVbGgoKBVXUJDQwXi0MiRI6msrCy0JTg4mIGBgXR0dGRycjLd3NwERF58fDzj4uK4ffv2T1Jhqqur2djYyOLiYspkMqakpFBLS4t9+/blqlWruGXLFuro6HDkyJF88eIFhwwZwlmzZvHhw4d0dHRkUVERzc3NKRKJOG/ePL5+/ZrHjx/n+fPnmZeXxzdv3rC5uZnTp09v079//Rw/fpwA2Lt3b+rq6tLe3p4KCgrU0NCgjY0NjY2NaWxszPT0dPbq1YtOTk5MTk6mra0tjYyM6OjoyM6dO7OkpIR6enp0dXVlXFwcHR0defDgQfr7+9PR0ZGNjY1CPMPs2bN5//59nj59mj4+Pqyrq2NOTg7nzZvHoqIinjhxglVVVVyzZg2rq6s5bdo0FhYWsqSkhIcPH2ZNTQ03bNjA9+/fC3jXiooK7t27l7W1tf9wXfvfSW4Lu3fvZlVVFWfMmMHGxkauWbOGDQ0NPHToEDMyMrhmzRqmp6dTLBZz2bJlzM3N5cWLF1lRUUFvb2/W19czJyeHCxYsoEgkYmRkJOPi4jh9+nS+f/+eU6dO5fTp0wVcZ0hICB0dHRkfH8+pU6fS1dWVjx8/Zt++fWlqaiqQmqZPn05lZWV6enry1q1bNDc3p6WlJe/evUsTExOOHj2aANixY0f26tWL5ubmvH79ujDOhYWFFIvFbca/ubmZM2bMYGVlJffs2cPa2loGBAQwNja2VWyQm5ubgH50c3PjsGHDqKGhwdraWurq6rJ3797ctGkT/fz8qKWlxbS0NBYUFAjH/Ot5IJFIuHTpUubl5dHR0ZHPnj2jv78/k5KShHN04MCB7Nq1K48fP841a9ZQQ0ODqampAobVysqK69evb9WegoICwRbu3r3L5ORkOjo6sra2lhoaGvTw8OCtW7doYWEhxOAkJia26Zfa2lru2bNHiOlJT0/nwoULeenSJTo6OvKPP/7gokWLqKKiwpSUFGpqatLX17dNOW5ubqytraWjoyNPnjzJbdu20cbGho6Ojnzx4gVnzJjBvLw8VlRUsLq6mnl5eQJ1rampiStWrGBWVhYdHR154cIFLlmyhKmpqczLyxOuF3Ik7OTJk1lVVdUeA9Cu/79TuwPQrjZyc3Ojg4MDR4wY0cYBcHJyopGRUasLU1hYGAHwxo0bwncJCQkEwN27dwvfyZF733zzzX+rXnIHIDo6mitWrOAvv/zCa9eucdq0aSwuLuaAAQOYl5fHhQsX8uTJk7x48SI9PDxYWFhIGxsbFhYW0t3dnRcuXODJkye5cOFCvnz5kgMGDGBxcTGnTZvG69ev85dffuGKFSuYmZlJOzs7lpSUcNKkSYyNjWVwcLCA3Rw2bBjfvXvHcePGMT4+noGBgQwICGBCQgLHjBnD0tJSdu/enbm5udTS0qKOjg6fPXvGKVOmUCQScfDgwZ9sZ9euXdm3b19mZWXR1dWVERERvHjxIt3d3VlUVMQBAwa02WfGjBnMyclhp06dWFRUxGHDhvHcuXPcs2cPZ86cybS0NNra2rK2tpbv3r2jn59fmzL+Glysp6fHJ0+ecPTo0dTQ0GB1dTUnTpzI69ev88SJE2xsbOSECRME9KJcoaGhrcqRYwynTZvG48ePU0tLi/Hx8Rw+fDjfvXvHMWPGMCEhgQEBAdyxYwfj4+M5btw4ikQi2tvbs6ioiIGBgW3q29jYyAEDBvDKlSvU1dWlpqYmnz9/TiMjI5qYmLBXr16Mi4vjzp076e3tzczMTFpYWFAikQi2cPHiRZ44cYJSqVQISv446Prv9OTJE27evJmLFi0S2llSUkIzMzPGxsYSAMPCwjhv3jwqKSmxtLSUxsbGdHBw4KlTpxgcHMzp06fTyMiIJSUlNDIyYlFREd3d3Xn48GHevHmTgwcPbhXQPHv2bEZGRvLq1atsaGigvb09RSIRzc3NmZmZyY0bNzI0NJRxcXGUyWSsq6tjfX09p0+fLgSANzY2csqUKWxsbOSgQYPY3NzM2NhYhoeHMzAwkEVFRUK5zs7OzMrK4oEDBxgcHMyXL1/SycmJIpGIDg4OAp1JLBazsbGRMpmMNTU1HDRoEOvr6/n06VOGhoZSIpGwoaGBMpmMAwcOZE5ODpcsWcLjx4/z/v37dHZ2Zk1NDW1sbFhQUMDFixfz0qVLjIqKEhwAfX19vnnzhjNmzOCVK1d49OhRzpw5k8XFxQIO1sjIiLNnz+bu3bsZFRXFGTNmUElJiSUlJVRWVqaBgQHXrl1LHx8fGhoaCjjUv36SkpL+4djLnZy6ujrKZDLGxsby6NGjFIlEnDVrloCgHTNmjDAvbN++XcgnILcF+fE6duxIDQ0Nvnjx4h/iYIcNG8bm5ma+fPmSixYtYm1tLf39/fns2TOOHDmSZWVlHDlyJOPi4ujt7c2dO3dSQ0OD2dnZQlCx/BMWFtam/OLiYnp5eTE8PJx37tyho6MjjY2NWVpaKvTf6tWrBdZ/165dhZvuv56Xzs7OFIlEtLOz44sXL7hq1SoGBQUJWF8ANDExIQC6u7u3KaOyspKjR49mbW0to6KieOrUKU6ePJkA2LNnz789RwcNGkSZTMb6+nrGx8dz69at9PX1paqqKo2Njdm/f/9WGFC5A1BZWfnfdgC6du3aygHYtWtXGwegV69ef+sAmJqa8uXLl60cgH79+rU7AO36t6vdAWhXK8XGxlJJSYmpqaltHICamhoqKytzzZo1rfYRi8XU1taml5eX8N2aNWuopKTU5gnW9u3bCYBFRUX/y3WTOwDDhw8XMKCrV69mVlYW+/bty6qqKtrb2zMhIUHAgCYnJ9POzo5VVVW0s7NjSkqKgAFNSEjgyJEjWVVVJdxwr1q1SsCAjh8/nhUVFbS0tBQQb+Hh4bx27RpdXV357t07mpub8/Xr1/Tw8GBUVBTPnz/POXPmsLi4mObm5oLzcOXKFR46dKgVklMqlX7yAioSidixY0eqqqpSU1OTO3fupEQioVQqpa2tLevr69vsM2PGDOHC2qlTJzo4OPD27ds8evQoPT09mZeXR6lUyl69elEikTAhIYFHjhwR9pfjOeVvWMLDw6mqqkp1dXWWl5dTU1OTAwcOZGpqKv39/blr1y4mJSUJeL2P9VcHQM6J19TUpIaGBi9dusRp06axtLSU5ubmLC4u5pw5cyiRSLhr1y4mJiayubmZYrGYzc3NAkrxr2psbKSCggLV1dWpoqJCdXV1qqurs6ysjHp6eiwoKOCcOXN4+vRpRkdH09XVle/fv6eRkRGrq6vp5uZGiUTC4OBgPnv2jM3NzbS0tGR9fT1dXV1JkseOHePTp0/bHPvJkydUVFRslUBJzrdXV1enqqoqlZSU+OTJEw4cOJCqqqrs1q0b09PTqaWlJeAd5UmGFBUVOWHCBN67d48HDx7kypUrmZ2dLdj1yJEjGR8fz127dnHTpk18+fIlzczMKJVK+fbtW7q7u/PatWs8deoUvby8BI6/WCxmfn4+N2zYwLCwMMbFxQl2V19fz/Hjxwu2JZVKOW3aNJaVlbGlpYVFRUWcN2+esM3Dw4PFxcVsaWlhaWkpZ82aRZlMxoMHD/LJkyccM2YMRSIRKyoqOGXKFAH96Ovryzdv3rBv374CEjMxMZG7d+/mxo0bmZaWxpaWFpqamlIikTA9PZ2bN29mQEAAk5KSOGDAANbX17Nnz57Mzc3lqlWrGBwczMePH3P48OHU1dVlVVUVbW1tef/+fWpqalJbW5tKSkp89+4dDQ0NaWVlxfj4eGpqagpj9ubNGxoYGLB79+5MTEz8hw7A48ePBUdRjrPs1asX3717x2XLlvH06dNCTpL379/T3Nycb968obu7O6Oionju3Dm6ubkJ50KvXr2YkpLCpUuXMiAgQLCZT2FfpVKpgOJsamoSbCEkJIR+fn7MysoS3myZm5szKyuLioqKDA8Pp7u7O1VVVVudjwsXLhQoOx/POXLGvlQq5dq1a/nixQv27t2btbW1tLW15ePHj4VzTI46/ut5GRoayoSEBOH8lZN3vL29GRISwnv37tHe3l5Ak+bn53/SAfjrvBAQEEBNTU0WFRVRW1ubNjY2bfaR27GVlRVLSkqEhF0xMTEcM2YM3717Jzw0SEpKYmBgIDdt2sSMjAz27duX9fX17NWrFzMzM+nn58edO3fy6dOntLOzY319Pbt37878/HwuW7aMoaGhvH//Ph0cHFhbW0tjY2PBgTpx4gSvX7/OSZMmsaqqikZGRiwrK+P06dN54cIFRkVFcebMmXz37p0wF02cOJG3bt3i8ePHOX/+fCEfQ7sD0K5/p9pjANolSCaTYdmyZZg3b55AifhYaWlpaG5uxsCBA1t9r6qqCmtrayQlJQnfJSUlwcLCQlgvLpetrS0ACIGk/x0tX74cly9fhqqqKkaOHIkff/wRly9fhrOzMw4fPozffvsNXbt2Rf/+/XHw4EFERkZiwoQJiIyMxIEDB9C3b1907doVv/32Gw4dOgRnZ2dcvnwZP/74I0aNGgVVVVVcvnwZO3bswJQpU3Dz5k2sX78erq6uqKqqQlxcHNauXYs5c+YgJiYGS5cuxbx585Cbm4usrCwsXLgQixYtQkxMDIYPH47q6mpIJBJs3LgRSUlJmDdvHpKTk1FSUiKsgf9YZmZmSElJgZmZGaKiokASmzdvRn5+Pm7cuIFvv/32k/0ilUqhrKyMp0+fIi4uDnfv3kVDQwOioqIwevRolJSUIDExEfPmzYO1tXWroL3vv/8eLS0tUFFRwZMnT+Dp6Yl9+/Zhzpw5qK6uhpqaGm7fvo1NmzZh3bp1UFJSQm1tLWbNmgWJRIKWlhbU1ta2qZOCggIyMjLwxRdf4MqVKwgMDMSVK1ewbds2fPPNN0hNTcWoUaPg6+uLwMBALFmyBEePHkV+fj7GjBkDJSUlvH37Fvv37/9km0ni+++/h7+/P44ePYqvvvoKQ4cORXV1NUaNGiWsC1ZSUoJMJoOSkhLMzc2F9cmbN2/GDz/8gIiICNTW1iIuLg4aGhoICwuDRCLB9OnT29i7XPJYAnmsh9ymR48ejeDgYHz22Wewt7fHiRMnYG1tjbdv32Lv3r04ePAg/P39ERUVhYyMDJSXl2PEiBHw9/fH2bNnoaSkhIkTJ2LRokWIi4uDubk5zp49i9DQUBgbG+Obb76BgYEBLCws0NzcjBEjRiAsLAzDhw9HQ0MD3N3d0bFjRzx48AAuLi4wMTHBunXrMHPmTFy4cAEVFRX49ttvIRaLER4ejsDAQFy/fh3Xrl3Db7/9Bk9PT4jFYqxZswaHDh1CVFQU4uLiEBISgkWLFkEikWDBggUIDw+HSCTC3LlzERkZiTNnzqCxsREzZsxAVFQUUlNTceTIEWzbtg06OjpITk5GeXk5Zs6cCXNzc1hZWcHGxgY//fQTXr16hdzcXFhZWUFDQwMqKipQUVFBQ0MDTExMUFVVBTMzM9TW1kJDQwMKCgpobGxEbW0t3r59i88++wzl5eU4fPgwNm7ciJ9//hmzZs2CsbExnj59CpFIhB07dmDHjh0wMDCApqYmPv/8czx79gwFBQX46quvAKDVeH6sQYMGYfbs2dixY4cQHJqWlgY1NTXs2bMHEydORFpaGnx9fTFr1iykpqZizJgxWLNmDdLT05GZmYnHjx8jKSkJmpqauHLlCiZOnIiDBw9i06ZNOHv2LL788stP2tnevXtRUlICFxcXKCsr49ChQ4iMjISXlxeMjIxQXV0tBI9bWFiguroahoaG8PPzg5eXF3r27AkAQuDvzz//jOPHj7c6hrwdfn5+iIiIwOTJk7Fy5UpcunQJ3bt3x9WrV/HNN99g4cKFWLBgAezs7JCbm9uqDLFYjLlz5+Ly5cuoqakRgtwnT56Mb7/9Ftu2bUNpaSkaGxthYGCAzz77TKjbX/XgwQN4e3vDz88PAQEBIInff/8do0ePhpmZGWJiYtrsM2/ePDQ3N+PBgwf47LPP4OLigq1btwpxXMbGxlBQUIBEIoGSkhL44QEoFBUVIRaLoaSkBIlEAkVFRWHbx99JpVIoKioKc4qioiKam5vbbFNUVISSkpKwTSKRQFlZGTKZDIqKilBQUIBMJoOysrJQtkQiEeKeWlpaoKSk9Ml+aVe7/iel/L+7Au36P0c///wzCgsLcfv27U9uLykpAQAYGRm12WZkZIQHDx60+u3f/Q6AEKj4dyorK0N5eXmr716+fAkAuHjxIiZOnIjS0lIkJSXBw8MDgYGBCA4ORmhoKMaOHYuXL19CKpVi8uTJ2LNnD/bt24c9e/ZgypQpSElJgYqKCsaOHYvQ0FAEBwcjMDAQHh4eiIuLQ6dOnTBo0CD8+uuvCAoKwpYtW7B48WLExMTA2NgYXbp0wZkzZ7B161Zs3rwZa9aswdWrV2FhYQEFBQVER0dj7dq12Lx5M8LCwmBvbw8jIyO4uroCALb8/9h787ic1vbv/9NEE40ahGQIqR2bTcpQhh0blZCSTMWOVGaZItwIyRA2MrWTtrQrYxshRISoKJGKEmmu62ru8/vDc61H4h6+3+d+nuf+PX1er/Wia13Xuc7zXMda6zzWeR7vY+NGZGRkYP/+/Vi7du0329+9e3eMHTsW48ePx/bt2wF8DuK8d+8e9u/fj/r6erx//x5qamogCTMzMyHAcv369fDw8ED79u3x9u1bjBgxAvPmzYOfnx+8vLywYcMGJCcn4/79+5g2bRrU1NQQEBAAGRkZLFmyBIsWLcKqVatw584duLi4wNLSElVVVUhOTkZBQQEiIyPRvn17XL9+HZ6ennj16hV69OiBjRs3Yvny5ejbty+cnJyEtqxevRqmpqZIT0+Hubm5MOiqrq7G06dPIRKJkJubi3bt2uG3337DuHHjsGfPHuzduxcNDQ0oLS2Fs7MziouLIS8vDyUlJQCfH8CS4zx//hzPnz9Heno6oqOjYWNjg6CgIOzcuROpqamQl5cXHKC9e/di9erVsLOzg5qaGo4cOYIxY8ZASUkJenp6ePv2Lfz8/GBmZoaioiLMnDkTHz9+FMhFwOfgWQnq9MKFC0hJSRGCTQEgISEBly5dQnx8PDZv3ow7d+7A09MTI0aMgLOzMwAgKCgI+vr6MDAwwO3bt/HTTz/B1tYWbdu2hUgkwqdPn/D06VPY2Njg0aNHKCgoQHV1tRDcu379emRkZGDUqFEICwvD9evXsXLlSgGreOLECWzbtg3x8fFITEyEqqoqzM3NUVhYiCtXrqBTp07Izc3FlClT0LFjR2zduhV9+/ZFQEAAXr16hc2bNyMjIwOvXr3CyJEjsXXrVqxcuRJycnLYsmUL4uLi8PTpUygoKGDkyJFQVlZG586dkZ+fj9TUVGhra0NKSgoPHz6Er68vNm/ejOPHj2PRokXYsWMHpk6disuXL8PR0RH+/v6YN28eRo0aBZFIhMbGRtTW1uLKlStYtmwZjIyMcPHiRbi6usLR0RH5+fkoLy9HdnY2nj59inbt2iEwMBB2dnZITk6GSCTCzp07IScnBz8/Pzx58gTu7u5ITEzElStXEBcXh8ePHzc7ZwDg7e3dYiBeW1uLzMxM6OnpwdXVFaqqqtizZw+ePn2KkJAQWFlZ4e3btxgzZgx+//13bNiwAWlpaaiqqsKDBw+Qk5MDKSkpbNiwAaNGjUJZWRnMzMxw+vRpHD9+HMBnxKmxsXEzwhfwOUjfw8MDnz59Euzs+PHj+Pnnn3HkyBGMGjUK8+fPx9atW9GnTx/ExMRgx44duHLlCmpra/Hw4UP0798fP/30Ew4fPgxXV1cAnwlQIpFIsOsv2/Lu3TsoKCjg48ePWLVqFWpqavDkyRNoa2vj48ePANCszzIzM9GlSxf8+eefEIvFcHBwQH5+Pq5evQptbW0cPXpUcMj27NmD7t27o0ePHjh+/DjmzJmDQYMGoaysDNLS0igtLYWenh569+6Nhw8fNgvKHzt2LADg/v37MDU1RW5ubrO+2rBhAzIzM7Fv3z64uLgI968ZM2YgPDwcly5d+ua9tlWt+n9VrQ5AqwB8Jlz4+vpi/fr16NChwze/IyHvtG3btsU+eXn5ZkjI6urq737vy7K+p4MHDwqkkq/Vt29fvH37FvLy8tDR0cHjx48xevRoxMbGYsiQIXj16hWUlZUhJSWFtLQ0jBgxArGxsRgxYgRSU1OFQfOrV68wZMgQxMbGYvTo0Xj8+DF0dXVRV1eHt2/fYuDAgbh27Rp+/vln3L9/H126dEF1dTU+ffqEH374ATdu3MC4ceNw584dGBoaorKyEiTRu3dv3LlzB2PGjMHEiRMxb948PHnyBEpKSoiMjISqqipqa2sxZswYJCQkoFu3bsjNzYWSkhI0NTUBAHJychg1ahQuXryIR48eYfjw4Vi/fr0wM/Du3TtERERARUUFw4cPh6enJzw9PYU+ysnJgYGBgcAEt7OzE3IS3LhxQ+DgZ2ZmwtTUFFevXsWiRYvg7+8PAAKXX/Iw9/HxgZWVFbp06YKioiLcvXsXq1evhqurK3755RcMGzYMixcvxtatW7FixQrs379fIMx8LTMzM8GBi4mJwbt373Dy5ElMnz4dly5dAkkMHToUFy9eREZGBjIzM6GqqgoZGRlMmjQJSkpKiI2NxdixY1vkD/j5558xYsQIAMC4ceMAfB7A1dbW4tGjR7h06RIOHTqE48ePIzU1FW/fvoWFhQUiIiJgZmaGpqYm3L59G76+vjhx4gTatGmDsrIy3L17F48fP8akSZMEhKG/vz/atm0LHx+f79qx5M0yAOzcuRMqKirC34sWLYKnpyeCg4Nx/vx56OjoQElJCSkpKYiLi8PQoUMxduxYHDhwAC4uLpgwYQJiY2MxfPhw9O3bFxMnTsSiRYswYsQIXL9+HZmZmXB3d8eBAwcwe/ZsLFu2DL///juePn2KtWvX4tWrV2jXrh3GjBmDN2/eAPh83Ts4OGDRokXQ19dHQkIC8vLyIBaLER0dLfTvgQMHMHPmTNjb2yM5ORkWFhbw9fWFhoYGGhoa8Pr1awEdGxkZifj4eEhLS6Nv376IiorC2LFjYW1tjU+fPqFnz57YsmULVq9ejUWLFiEoKAjjxo1DbGwshg0bhj179iAtLQ2ysrIYNWoUpk6dCg8PD4wfP14YzKmqqmLQoEFQUVGBhYUFVq5cCTs7OwBAv379UFhYCEdHR1RWVgqkpy9t5Xs4z9evX6OsrAwpKSkwNzfHzZs3MWjQIGzduhUjRoxASkoKVq9ejZEjR2LBggUYPHgwsrOzoaCggFmzZmHy5Mm4efOmQLjasmULTE1NER0dLbx19/Hxwfbt27F7925cvnz5m/UQi8XCC4+kpCSUlJSgS5cuwj3r1atXUFRUxNy5c2FqaopJkyZBLBbj4sWLAD7jPYHPM66LFi0C8HmG0NPTE0OGDMHTp0/xxx9/oKioCPr6+nj9+jX09fVx8eJFDB06FFu2bEFhYSHc3d0RExMDR0dHnDhxokVegKamJly7dg1OTk7o3LkzFBUVERUVhf379+Pt27eora1FXFwcoqOjAQBLly7Fpk2bBCdeck7S09PRtm1bwdFoaGhAZGQkamtrkZycDFnZ/zlUGTJkCDp37gzgMzWouroaXbp0gbOzMywtLTFmzBg8ePAAYrEYT548gampKW7duvVdtHCrWvX/qlqXALUKwOfkTerq6s0GkV9LMjVeW1vbYl9NTU2zqXMFBYXvfu/Lsr6nhQsXIi0trdkmeYhIpmglkkyZSqZfJfukpKRAElJSUmhqamr2NwBh+vfL339vn+RvyfGkpaWFKd3GxkahbMlxJftIoqmpCU1NTcKUclNTE3x8fLBkyRLY2tri2rVrkJKSgpSUFEJCQlBWVobq6mosWbKkWTs2b96M/fv3o66uDgoKCvj111+Fun5PjY2NzfYrKCjAy8sLCQkJsLOzE6azGxsbAQAikUjo5y/V1NQEDQ0NASspJSWF3bt3Y+XKlWjTpk2LKWspKSmcOnUKdXV1f/c8S47/8OFDvH37FsXFxUhJSWnW9z169ICTkxNsbGzw7NkzVFZW/lNT5B07doSvr68wnS9p54kTJ+Du7t7snEp06tQp4S2p5DeScyj5bn5+vsD/l5KSwpkzZ/7lwcWcOXNgZmYm9LvEPiT/khT2SezIxMQEKioquHXrlnBsHx8fuLu7o1evXnBzc8OsWbMQFxcHHx8feHh4YP369Xj+/DmSk5NRV1eHu3fvIjAwUFiKFBISglWrVgl1kNjz92amJNLU1IStrS1evXqFiooKWFpaYvfu3Vi6dCmWLl0qOEW//PILnjx5AkdHR7Rv3x7+/v5YtWoVbt26BScnJxw9ehQODg5Yt26dsBxCcr3MmjULFy9exPr169GmTRuhTyT9tGPHDixevFjA80oUHh7+zSUi31JTUxP279+P4uJi3L59W+hXKSkpbN26VbgfDBo0qMXSu+XLl2Pv3r0YOnQowsLC4OHhgdOnT8PDwwOysrLNzqm7u7vgdHyNq/xSJBEQENDsvEtJSWHhwoXQ1NQUztHTp0/x+++/49dff202Y/H3ypaUmZubC2lpafz0009oamqCrKwsli5dKrQlPDwcv/76K0xMTITlcZJ2fK1du3bB1dUVV69ehZ6eHs6fPw83Nzfo6+s3q5OlpSVcXFywe/fuFrjQgoICVFZWIi8vDyNHjhRwm5J7qGQDPs+afZ3Q8Etk8Pr167F48WJ4enoKttzU1CRcS61qVav+p1odgFbh1atXOHLkCLy8vPD+/Xvk5OQgJycHNTU1qK+vR05ODkpKSoTlO5KlQF+qoKAAHTt2FP7W1dX97vcANPvut6SlpYW+ffs223r06AEAePbsGbp27YqmpiYUFBRg8ODBuHz5MiZOnIjbt2+jT58+EIlEKC4uRr9+/RAXF4eJEyciLi4O/fv3R0lJCUQiEfr06YM7d+5g4sSJuHz5MgYPHoz8/Hw0NTWha9euSExMxC+//IKLFy/CwsICb968QZs2baCjo4MnT57g559/xvnz5zFy5Eikp6dDRUUFKioqePHiBUaNGoWYmBgoKSkJWSjv3LkDOzs7/Pnnn8IDqW3btkKCMslacIlz1K1bNxw5cgSPHz+GpqamsK5YksPg0KFDcHR0xOXLl1tMh0vUr18/od+Azw/QESNGID09He/evUNhYSHk5eUxfvx4uLq6ok2bNt9c8z5lyhSIxWIcP34c+fn5GDBgAIYPH447d+5gwoQJiIyMhLa2NqysrJCdnQ11dXVYWlpCRkYG8+bN+2bdbt++jUOHDuHmzZvo0qULVFRUYGNjg3fv3mHMmDHYt28fJk2aBB0dHcTGxqJz584wNTVF27ZtMXr0aMEB+p7Ky8sRFxeHe/fuYdKkSbCwsMDevXtha2sLJSUl9O/fH3p6evjw4QMcHBywceNGnD59GtHR0di4cSOcnJxAEu/evYOlpSXs7OywYMECTJ48Gf369UOnTp3QoUMHWFhYCMmS/llJloYcPHgQtbW1mDx5Mj5+/Iiamhr0798faWlpGDduHOTl5XH16lUhC66xsTEUFRVx/PhxXLx4Eb/++ivOnz+PBw8eQEdHB0FBQejTpw9u376N6upqLF68GPv27UNOTo7Au//Srs3NzZGdnY02bdpAV1cXT548gbW1NX799VccOXIEYWFh0NfXR8+ePXHy5EmcOHECv/76K8LDw3HkyBH069cPGhoaiIqKwp49e4S8CLt374aVlRVWrlyJRYsWYffu3Th//jwOHDgABwcHxMbG4tOnT1BQUMCgQYPQvn172Nra4saNGxg5ciT69u2LyspK5Ofn4+LFi7C1tYVIJMLRo0fRu3dvIUbpypUrqKmpQXBwMC5cuAAA8PT0xNSpU/+p8yAlJYVffvkFSkpK6N27N7p3745Tp07hhx9+gIODAyIjIyEvL4/OnTsjOzsb69evx65du3DhwgUsWLBA+L+FhQX09fXRvXt3ODs74+bNm9i3bx+6dOmCH3/8Effv3xcyyO7YsePv1sfGxgaKioowNjbG/fv30aNHD+zatQvm5ubYv38/Ro0ahQ8fPsDKygoHDx6Ev78/zp8/D2lpaZw9e1aY3ftSTU1N8Pb2xuDBg6GhoYHbt29DXl4ejo6OwqxBaWkpsrOzYWpqipUrV+LBgwcAgHPnzqG0tLRZxl6J7OzsICsriw4dOuDs2bOYNm0afvvtN8EWrl+/jt9++w2ZmZkwMzPD5MmTW5ShoqKC1NRU5OXlQVFREePGjUNERARCQkIwZcoUmJqaCs7TxYsXmyX8+vTpE3JyclqUWVNTg1u3buH27duYNWsWHj169M1cNa1q1f/T+jcFF7fqP0g3b978Jg7vy83b25tlZWV/lwI0d+5c4bPly5d/kwL0t7/97b9NAYqKiuKyZct4+PBhXrp0iTNmzGBubi4tLCz48uVLenh4MCQkhJGRkXR1dWVWVhbNzc2ZlZVFV1dXnjt3jiEhIfTw8GBGRgYtLCyYm5vLGTNm8PLlyzx8+DCXLVvG1NRUWlpa8t27d3RwcODNmze5e/durl+/no8fP+aYMWOYn59PGxsbJiQkcOvWrdyyZQvv37/PCRMmMC8vjzIyMuzSpQvd3d25Zs0aJiUlceDAgRSLxQKfnPxM4aitrSX5GQMKgHJyctTT0+PKlSu5ceNGKigosFu3bvz06RMbGxsFEohYLBZoHMOHDydJZmdnEwA1NTWprKxMABSJRNTW1mZ+fj7d3NxYXV3NtWvX8t27dxw3bhyLi4tb9PnUqVMJgD179iQAjhw5ktHR0VRTU+OTJ0/Yv39/VldX8+3bt5w7d66AyCPJOXPmUCwWC0zwL2VjY8Nu3bpRWlqa3bp1o6KiIrds2cLt27dTUVGRxcXF1NDQYFVVFWfOnMnz58/z/PnzJMkZM2awurqaZWVlQnlRUVECiUZiXwBob2/PvXv3UltbmwoKCgTA6upqysrK0tXVlZGRkTx16hQXLVrEjIwMqqurs7GxUaCEVFdXc9myZfzw4QNHjhzJkpISfvr0ievWreOFCxeYmJhId3d3VlZWfrOdX6q8vLzFdfX06VOqqqqye/fuBEBlZWVqaGgQAPX19SkjI0NpaWna29szNjaWampqjIyM5OjRo9mtWzfm5+ezW7duVFBQ4KZNm7hs2TLq6enx5cuXVFNTY05ODl1cXHjp0iUeOXKES5cuZWpqKocPHy7Y9Y0bNxgYGMh169bxyZMnHD16NPPz82lra8u7d+9y27Zt3Lx5MxMTEzlhwgTm5+fT2tpaQKHu2rWL8fHxnDx5MvPy8mhpaclnz55x5cqVLCkp4cqVKykvL8+qqirKyclx8uTJvHTpEv39/blq1Sp26dKFb968oYmJCQ0NDfnixQuqqqry9OnTtLW1FexPV1eXiYmJbNeuHdXV1RkdHc1+/fpRSkqKb9++ZdeuXQUaU7t27Qjg7yJd7ezsBBpOTk4Od+/eTZKsrKzk5MmTWVNTI9h1fHw8Dx06RD8/P6akpNDS0pJ5eXmcOnUqb968yYCAAK5fv56PHj2inp4eq6urCYCKiorU1tZuds7fvXtHABw3blyz+jg7O7OmpobV1dUCGefQoUOMj4/n6NGjWVlZyYKCAhoYGNDFxYVhYWEMDg7mmDFj2K1bN0pJSVFWVpaenp7fbG9ZWRnz8/O5detWisViLl26lB8+fKCOjg5FIhFNTU0FWygpKeGwYcOYlZVFOTk59uzZ85t9OWzYMFZWVnLOnDkUiUQ8deoUb9261cwWkpKSCIAaGhps164dc3NzSX5+bjg6OpL8fP/bsGEDc3JyhHunrKws582bx7Nnz1JNTa1ZH3bu3FkoQ0JOMjMzo0gkoo6ODvPz8+nk5MTt27dTV1eX8vLywrVvYmLClJQUbt68mevWrRPwwBJM9cuXL7lq1Spu375duMeJxWLq6ekxJydHoAvdvXuXw4cPZ1VVFbW0tFhQUMA5c+YwNDSU165d44QJE1heXk4NDQ0h14kkJ4Sjo6Nwj6uoqOC4ceN4/fp1njx5kq6ursIzuZUC1Kp/p1odgFbx06dPjIqKarH17duXXbp0YVRUFFNSUkiSY8eOpa6uLisqKoTfBwcHEwCvXLkifJaYmNgiD0BNTQ179OjBwYMH/5fq+V/FgA4aNEjABP5XMaBv3rz5L2FAq6ur+eLFC65cuZI7d+6ksrIypaWlqampyaKiIlpaWvL+/fs8cuQIly1bxrdv3wqoRMkWGhpKWVnZZlhNdXV1IcmQiooKU1NTOXLkSIpEIjY0NLCpqalFOfr6+pSXl6eCggJlZGR44MABLl68mFlZWezSpQsbGhr44cMHzp8/nxcuXOClS5dalPHixQvh9+3ataO0tDTV1dXZrVs3ZmVlcdGiRTxw4AATEhJYV1dHY2Nj1tXVsampiY2NjcK5lKAoJdvTp0+poKAgJDNTUFBgaWkp1dTUaG1tzevXr1NBQYGPHj3i4MGDKRKJ2L17dxYUFHDx4sUCnlFSnuT/9fX1AkZUsmlqahIApaWl2aZNGwEhqqioSHl5eSopKdHe3p5xcXFUUVHhzZs3BVvo06cP3717J+Ax165dy+fPn7OpqYmGhoYsLS2lq6srz58/zytXrrChoeG7bZb0y9effbnV1tZSSUlJwJ0CYJs2bQSUpaKiIg0MDPjo0SMB0ZiQkMDBgwcLSFhpaWkBwaqgoCC088t/v9z38eNHqqmpNdt39uxZuri4UFpaWshd8M+UqaSkJJxTRUVFoe7KysqUlZVttg9As3bKyckJ7SwvL2/RX42Njc1Qut/qP4kk9nf+/Hleu3aNs2fPZmFhIWtqajh48GDW19czNjaWGhoaTE5OppmZGSsrK2liYsKXL19y6dKlDAwM5I0bNzhhwgRKSUlRTU2NMjIyQltkZGQoLy9PKSkpamlpffeckp8HvPX19bx9+zZPnz7NpqYm1tTUsHv37uzduzdfv37NpUuX8tChQ1RUVGR6ejq7d+9OdXV1oY8kfZ+Wltas/C8Rn42NjYJtlpWVcfLkybxx4wZPnTrFefPmUUVFhcXFxdTU1BTOg+S8vXz5Uujv+vp6pqenc9euXfT39xcSFZaWlnLAgAFMTU0V7qsSO1RUVKSOjk4LG29qaqKpqSkbGxuZn59PDQ0Nqqqq8tKlS5w6daqQHO/LazQ0NLRZGaWlpXRwcOCtW7eooaHBBw8e0NLSUrA/Kysr3rlzh4GBgfT09OTz58/ZrVs3VlVVceDAgc0woGlpaTQ1NWVVVRWNjIz44sWLZhhQiS2Dic2LAAEAAElEQVQYGBgwKyuLXl5eAgZ09OjRLC8vZ+fOnZmXl/dNDGjHjh0FDOi5c+eaYUA7duzI0tJS2tra8urVqzxx4gTnz5/Pa9eutToArfq3q9UBaNV39a1EYI8fP2bbtm2bZQKWl5fnzz//3OL3U6dOFWYMDh8+THNzc8rKyjI+Pv6/VB+JAxATE8OlS5cKicCcnJyYl5fHgQMHCklyJInA5syZw5ycHA4YMIA5OTmcPXu2kAhswYIFfPXqFQcOHMi8vDw6OTkJicCWLl3KFy9e0MzMjAUFBbS3t2+WCCw5OZnDhw/nhw8fhIykXyYCs7a25ocPH2hpacnk5GSuX7+eAQEBjI+Pp4mJCfPz89m1a1daWlry8ePHDAoK4ooVKwQm+pc6ffp0s7dfioqKLC0tpby8PP38/Lh9+3Yh+VNZWRmtrKy+2X+St/9ycnLU0tJiYGBgMwegurqa48ePFzLCBgYG8vXr183KyMzM5MKFC7l27Vpeu3aNRkZGFIvF1NbWZlpaGrW0tHjw4EH6+vry+fPnbGxspJaWFouKirhy5UrW1NQIMx1fqr6+nkePHuXBgwdpZ2fHzp07s02bNkKmzfnz5zMwMJC3bt2ivb09CwoKhIRTycnJDA0N5ebNm/nu3TuS5ODBg9nY2PjN7LaKioqUkZGhrq6u0KfXr1+nkZER379/Tx0dHT5+/Jienp4MCgqilpZWM1v4MilcbW0tx48fz/LyclZUVDSbmSFJT09PlpWVsaGhgaNHj/7XjZ7kx48fmyVVk8zoSBIpycjIUEdHh97e3lyxYgUBUE9Pj3JycszNzSUAurm50c/PjxcuXBDsXVNTk6mpqZw+fTp37drFM2fO0NnZmTIyMjQ2NmZmZibt7Ox45swZtmvXjnfu3GG3bt1YUFBAGRkZzpo1iyEhIdy7dy8dHBz44sULamho8O3btzQzM2NkZCQBMDIykmZmZpSSkmJ+fj6NjY159epVAuCpU6c4evToFm2RvMmXzNrIycn9l/pO8qKiuLiYixcvZm1tLWtra5slJpPcF8rLy1lTU0MXF5dmyZ/Mzc159epVqqqqUktLi8+fPxeuJVNTU165ckWYbZMw95WUlL5bp4aGBo4cOZINDQ0Ui8U8ceIEU1JSOG3aNH748IEFBQWcOnUq4+LiGBQUxLlz57Jjx46UkZHh+/fvaWRkxOvXr9PHx0eYufqWqquruWDBAiFbroWFBauqqvjw4UMeOXKEM2bM4Lt376ijo8P3799TT09PsAUAzMrKalZefX09q6urWV1dTVdXV5aVlXHgwIHMzc3lzJkzGRMTQxUVFQIQZnEsLCy+e16amppYWVnJ+vp67t27l6dOneKsWbOEBG1f2kJERESz3zc1NfHp06f08fFhTU0N16xZw/T0dGpqavL9+/fs2LEj3dzcGBwczFu3btHa2poVFRXU0ND4ZiKw/9OZgL9OBNaaCbhV/zvU6gC06rv6lgNAknfu3KG5uTnl5eXZoUMHenh4NJsRkKi6uprLly+njo4O27Zty59++omxsbH/5fpIHIBp06YxJiaGQUFB9PPz4+3btzljxgympqbS1dWVsbGxDAgI4LZt2xgXF8dZs2YxNTWVs2bN4o0bN7ht2zYGBAQwNjaWbm5uTE1N5YwZM3j79m1u3LiRQUFBjImJ4YIFC/js2TM6OTnx3r17QjKls2fP0tvbm8nJyXR0dOTDhw+5YsUKhoSEMDQ0lMuWLWNSUhIdHR355MkTent7Mzw8nMHBwVyzZg2VlJQ4fvx4Pn78mJaWlhSJRDx06BCfP39OHx+fFsmAvnQARo8eTUVFRT569IhLly7l9u3befbsWfr7+7O8vJzOzs7Mzs7+Zv+5uLgQAPv06cMjR460cAAyMzNZXl7OFStWsKSkhMXFxS3qkpmZSQA0NDQU3qQnJyfT2tpaeOt28OBBFhYWcuHChXz69ClnzJjRzHa+lWjp+fPnBMDevXtTQ0ODt2/fppKSEl1cXBgTE0MAPHHiBF1dXfn+/Xtqa2sLA5yPHz+yvLycVVVVzM/PZ0NDA9+8ecOysjLu2LGjxbEUFRWpp6fHc+fOtWiLtbU15eTkaGFhQQcHh2/awv379wVbePr0KceNG8fy8nLOmDGDFRUV3LZtGysrK4UlG/X19S0GU1/re+eMZLOMtR4eHpw1axYB8P79+0KG07Nnzzbrv/j4eCHplLm5OXV1dWlgYEAAHDZsGGVlZSkrK8vhw4cTALt27UpdXV3GxMRQW1ubKSkptLKyooaGBnfu3Mm5c+dy8ODBVFBQEGYBIyMj2bFjR2HpjaWlpVDXdu3a0dTUlABoamrKdu3aCcuzlJSUOGDAAHbt2lXIiJuYmEg5OTl27tyZ4eHhBMBNmzZx9OjR/5QD8ObNG5KkSCRqtjRs7ty5bGhoEJYc3rt3j0lJSdy8eTMfPXrE+vp64b5gY2PDEydOcNWqVUxMTKSTkxOfPn1KCwsLwRlMSEjg8OHDW7QFAAMCAoSZl7/nAEhsoaCggJs3b2Z5eTk/fPjAuro6amho0MnJiQkJCfT19eWKFStoamrK27dvU1NTk9bW1oKzYWhoSADfdQAiIyOFfnF2dmZycjIXLVrEwsJC7t27l/3792dCQgKdnJyoqqoqJJ+S2MLXNpuTk8OdO3fS39+fb9++ZW5uLuvq6mhgYMDMzExhlnPAgAFUUlKitLT0d+1+9uzZTElJ4eLFi/n48WPBFjIzM9mtWzeOHTu2mS187QCIxWJ6enoyIiKCR44cETJbW1tbU01NjdevX/+PcgCysrJaHYBW/W9XaxBwq76rW7duIS0trcXnQ4cORUJCAqqrq1FYWIigoCC0a9euxffk5eWxc+dOFBQUoKamBg8fPoS1tfV/u16DBw9GZmYmpKWl0aVLF8THx8PBwQHh4eH45ZdfBC54hw4d8ODBA0yaNAlnzpzBpEmTkJiYiA4dOgiJicaNG4fw8HA4ODggPj4eXbt2hbS0NDIzMzFy5EhERERg+vTpuHbtGnr16oXa2lq8e/cOQ4YMwZ9//gkXFxdcunQJ/fr1Q2lpKYqLizFgwABcuHABLi4uiIqKwpAhQ/D+/XtUV1fDyMgIGhoamD17NoYOHYqRI0fi3LlzaGpqgq6uLqZMmSIkjZEE4X2pmTNngiTOnz+Pn376CfHx8YiPj4e7uztevHiBkydP4vjx43jy5EmL37q6ukJBQQFDhgzB/PnzW+wPCQlB27Zt0a9fP6SlpSE1NfWbyb0AYOTIkejRowfc3NxgYWGByMhI5OXlISsrC8Bnms7WrVsxbtw4nDp1CjU1NXjx4gW6d++OTp06fffcShL9hIaGoqmpCWPHjoW7uztsbW2bfY8kHjx4gO3btyMxMRFZWVmIiIjA8ePHUV9fj9DQUKioqGDFihXfPE5+fj6mTJkCABg1apQQKO3m5gYtLS2cPn1aoBHt2bMHa9aswdixY3Hs2DF4e3vD3d0dtbW16NSpExwcHHDr1i2cPHkSaWlp8PDwQHh4OPLy8nDz5k3U1dUhNDS0RR3S09NRU1MDkjh9+vR3+wQA1NTUMG3aNBw4cACnTp0C8BmHWFdXh/z8fCxbtgzjxo0T2jJixAi4urpCSUkJU6dOxQ8//IChQ4cCAKZNmwZ5eXkhCBT4fE0vX74c7u7umDJlCszMzODs7Izu3btDVVUVT548waRJk7BixQosWLAAlZWViIqKwo8//oghQ4YA+MyGV1BQwKJFi6Cjo4Px48cDAMaPHw8dHR3MnTsX0tLS0NDQgI2NDYYMGYIBAwbAxcUFo0ePRn19Pd69eyfUydfXV8hJ4u3t/d2+ISngJIuLi/Hy5Uth3+zZs9HU1ISoqChUVFRAV1cX6urqWLx4MW7duoVbt27h0KFDSExMREBAAAwNDWFiYoLY2FhMnz4d586dg7e3N/T19ZGUlCSUO3fuXEhJSUFTUxMTJkwAACxbtgwPHjzAwoULm2Erv1ZoaCjq6+tRUFAAJycnhIWFISQkBDU1NZCRkUFwcDB8fHwwd+5cPHjwAGPHjoWbmxscHR2F67ZHjx4YNWoUxo8fD3V19W8e58cffxRQvK6uroiNjcXy5csFkteECRMQFxeH6dOnY9asWRg9erRgC19iUpuampCYmAh9fX1MmDABNjY2KC0txbFjx3Dt2jXMmDEDT548gY6ODpKTkzFx4kRoaGhg0aJFgs19rTlz5uDPP//Etm3bkJ6ejmXLlmHZsmV4/PgxKioq4Obm1swWvpasrCyGDRuGdu3aQSQSISUlBcDn63fmzJlCW1rVqlZ9X1Lk32EItqpV/xfp+fPnMDY2hp+fH9TU1CArKwsZGRmIxWKoqqqiuLgYampqqKqqQps2bSAtLY2amhq0b98excXF0NDQQEVFBdq0aQMAqKurg7KyMkpLS6GhoYGysjKMGDECd+/excCBA7Fq1SpcuXIF3bt3R3JyMtatW4fhw4ejU6dOCAgIwB9//AEDAwNkZmbCw8MD06ZNg5SUFMLCwvDbb7+hZ8+eePPmDZydnbFo0SJ8/PgRt27dgqGhIXR0dLB69Wo8fPgQNjY26NSpE9TV1REXF4eXL1/iyJEjUFFRgb6+Pnr06IH4+HihH/g/chicOXMGgwYNQnh4OJ49e4YZM2bA2dkZHh4esLe3x9WrV5v1X2RkJIDPfPxz585BJBLh+PHjMDc3x4kTJ7Bp0ybMmDEDXl5e2Lx5M6KiooTMntOnT8fvv/+OKVOmNMOETp06FZ07d8aiRYvg5+eH/v37Q0dHB1paWjA2NoampiaKioogIyMDZWVl1NfXo6mpCTNmzICqqioOHjyIhQsXory8HDExMUK5Dg4O6NChA6qqqtClSxcMHz4clZWVyMrKwtixY9GnTx94eXlh48aNwm/at28PsViMBQsW4Pjx45g1axbu3buHrl27QlZWFl27dgUAnDlzphlJ5Gs1NTXh2bNniI+Ph46ODq5cuYKlS5fi8OHDWLlyJQ4ePIjly5cjISEBSkpK6NevH7Zs2YIPHz5AT08PGzZsQJs2bVBVVYU5c+bg0qVLKCwshJqaGiZPnozg4GBMnDgR5eXlSEhIgKenJ5qamnD+/HnBKflSp0+fhqamJgYNGiSQbr5W9+7d0bVrV8TFxQmfTZ8+vUWehL+nn3/+WaC1nDt3TkjCJMFFPn78GA4ODoiOjoaSkhJGjBjRAhkrIyMDBwcHnDlz5p8+rp2dHeLj41FaWvrd7zg7O7dAv966dQsDBw5EaGgo5s6di5iYGAwdOhRFRUWoqKiAsbExTExM8Pr1a0RERMDExATnz59HbW0tSkpKEBAQAC0tLfj6+qJNmzaQl5dHRUUFjh07hokTJyIoKAgrV65EcHAwRo0ahZCQEMyePVvIDP6tlx7AZwfrwoULLc6lJBfJiRMn4OLiAhMTE5w5cwb37t1Deno69uzZAwMDA6xatQpqamooLS1FfHy8QOnx9fXFrl27cOjQIaHM0aNHtyCqSQbnysrKqKurg5ubGzp16oQ1a9ZAVlZWYPXHxsYKdr1x40ZoaWk1K2fSpEk4e/YsZs2ahZCQEJSUlAAA7O3tsXr1avz2228wMDCAp6cnQkNDsWzZsmaZ36dPn46LFy8K+RmAzxl+TU1N0bt3b6xevRrTpk2DpaUl+vTpg7Zt2+L+/fvw8vJqkUPEysoKGRkZsLCwwMmTJzFz5kz07dsXnp6eUFJSQkNDA5SUlLB48WJ8+PABvXv3xvr164X7jYKCAsrLy6GhoYGSkhK0a9dOwFS3bdsWFRUV0NDQQHFxMdq3b4+amhpIS0tDTk4OVVVVUFdXR3FxMVRUVFBdXS3sE4lEzZ49IpHom8+lf+bZo6ioiMbGRjQ0NKCsrAy+vr5IS0tD3759v31RtKpV/139H5x9aFWr/iVJlgDNnj2bZ8+eZVBQELdt28bY2Fh6eHgwISGBS5YsYVRUFAMDA7ljxw5euHCBXl5evHfvHr28vHjhwgXu3LmTgYGBjIqK4pIlS5iQkEAPDw/GxsbyzJkz3LdvH+/du8dhw4axqqqK2trafP/+PefOncuTJ0/y+vXrHDdunDClXFxcTEdHR0ZFRTE6OpoODg4sKSmhhoYGy8vLOWHCBMbGxvLUqVOcM2cOCwoK6OXlxbt373LFihX09/fnwoULaWtry9OnT9PDw4PJycn8+PEjZ86c2aIf6urqhCUhTk5OnDVrFq2trXnz5k0qKSnRw8ODV65cYXh4OG/dusWsrCxu2bKFNTU1zcqRBG+fPHmSmpqabNeunTA9HhERwXXr1lEkEvH58+d0d3f/7nT014QODw8PTpgwgWFhYVywYAGVlZUZFxdHPz8/Hj16lKGhoVyzZg1FIhGfPn3KyspKBgUFtShXstZdsi1evJjW1taMiIjgggULePPmTRoaGjIpKYmenp68desWMzMz6eHhwXv37nHJkiV88+YNS0pKuHPnTr5//54+Pj7NAnO/pcrKyha0nvDwcKqqqlJZWZkREREcM2YMlyxZwk2bNrFfv368evUq3d3deeHCBero6DAgIIAzZsxgWloa+/Tpw4SEBN6+fVsgQe3bt4/Z2dlMT0/nwoULWV9fz6tXrzIkJIQkGRYWJlCZ6urquGHDhn/mEvn/rby8vCgWi5tBBXJycrhs2TLeu3ePDQ0NvHbtGjdv3sxDhw4xLCyMq1at4p07d+ju7s4bN27Q19eXx44d46lTpzh48GA6ODjwzp071NHR4YULF2hhYcHly5fTysqKABgfH/9dKtq3Yku+lCRAPD8/n5cuXeLly5cZExNDb29v3rt3j4sWLeLJkyeFZR+7d+/msmXLePfuXcrLy9POzo7jx4/nokWLmh1XVVW1xbH27t3Lqqoqenp6sqqqimvXrmVSUlKze5y8vDyvX79OdXV1YdnXl5uGhsY325GamspFixaxtraWSUlJ9PHxaXaPU1JSora2No8dO8Zu3brxwYMHLcooLi5maGgo7969yzNnznDlypW8c+cONTQ0hPiWuXPnctq0acISz6+v0StXrjA6OpqLFy8W+u/UqVMEwP79+7Nz587Mz8+ntrY2RSIRzczMmJiYyMDAQHp7e/PNmzdCnFMrBahVrfqsVgegVf8xkjgA586d48qVK3n48GGeP3+ec+bM4evXrzlmzBimpaXR29ubp06dYkREBN3d3ZmRkcHRo0czIyOD7u7uPHv2LE+dOkVvb2+mpaVxzJgxfP36NefMmcMLFy7w8OHDXLlyJZOTkzl27Fi+efOGzs7OvH79OgMDA7lhwwYmJibSxsaGOTk5nDp1Km/fvs1t27Zx69atvHPnDidPnsycnBza2NgwMTGRGzdu5O7duxkXF0cnJydmZ2dz7NixfPLkCbt27UodHR1eunSJs2fPZlZWFseOHcuGhgbevHmToaGhzfrhSwdAQ0ODmpqavHDhAh0cHJidnc0uXbqwrq6OFRUVDAwMZGJiIktKSppReMj/6QAYGhpSVla2hQMQExPDFStWsLy8nPn5+Zw6deo3z8vXDoCOjg4vX77MmTNnUkZGhmpqavzw4YPwcIyNjRXIFw0NDWxoaGi2blsiiQNgYWHB4OBg6urqUkVFhX369KGMjAzHjBnD5ORkDhgwgPv37+e6des4YMAAvn79mjU1NTQ1NWVmZiZPnjzJyspK1tbWsqioqEWQ9df60gHYuHEjHR0d2bt3bwHJ2adPH6qoqFBXV5ddunShoqIiTUxMqKyszOLiYo4bN45hYWEMCwujh4cH09PTOWbMGMEZfPDgAYODg7ls2TIWFRXxw4cPtLGxYX19vYDNraioYH19vdBHxcXFzMzMbGEL/3/WsWPHhCD0wsJCNjY2srS0lElJSbxy5Qo3b97M5ORkNjY2csKECYITtW/fPlZXV7O0tJTjx49nTk4Op02bxvj4eOrp6QnrvlNTU2lubi5gLufNm8edO3cKCFFTU1NqaWnx7t27gi04OTn9Uw5AU1MTi4uLWVtbK8SDSGyhqamJnz59YlZWFtXV1QVbkJeXZ//+/fnq1SthsC8Jgr1z5w61tbW/6QBIgswLCwvZ0NDAe/fuccCAAc3uccrKyhw/fjzv3LnDmTNncs2aNf/QAZA4FIWFhSwrK+OaNWt47ty5Fg6ArKysgAk+depUi3Ikdi0SiVhTU0MrKytWVVWxTZs2wosTLS0tqqur88aNG+zcuXMzkhH5+Zr08vLi8+fPWV9fT1lZWc6dO5fHjh3j5s2b6eDg0OoAtKpV/6JaHYBW/cdI4gBYWloKGNAVK1YwPT2d/fr1Y0lJCUeOHMnExEQBAypB+pWWltLMzIxPnz4VcHWJiYkC271fv35MT09vhgG1sbHhp0+faGRkxKysLC5cuJAnTpzg5cuXBWJH7969+fbtW86ZM0fAgM6aNYt5eXns3bs3CwoK6OjoyAsXLvDkyZNcsGAB37x5wz59+vDTp09UU1Ojq6srd+/eTWVlZcrJybGyspLl5eXCAPfLQFZzc3NWV1ezW7dufPjwIZctW8a1a9dSRUWFubm5NDAwoJSUFB0dHZmQkMBjx46xvr6ednZ2LQJ6g4ODGR0dzZEjR7KgoKBZgFxERASjoqJYW1tLCwsL1tbW8sOHDwKfnPw8QJC0QTJQv3z5MqWkpIS2FBYWUlNTs4UDIAmuq62tpaWlZbNBueT/EgdARkaGSkpK3LdvH11cXPj69Wtqamry06dPHDduHG/cuEFFRUVevXpVeMA3NDQwJyeH8+bNY11dHbdu3cpXr15x2LBhLQYXX6uyspLDhw/npUuXqKCgQDk5OQJgYWEhpaWl2b9/f968eZNbtmyhp6cnnz59SgMDA5aUlNDMzIxJSUlUVlZmVFQUp02bJjzom5qamJqayjVr1rCuro5ubm7Mz88n+fkt6eTJk5mUlMQTJ05wzZo1fPfuHWtqagTHTYK8lPTP1312/fp1XrhwQfjMyMjoX7m8/rerqalJaIOZmVmzt75NTU2sra0V6Em1tbWsqqqik5MTGxoaBERqU1MTTUxMKBaLWVBQQE9PTx45coR3796lk5MTP378yN69ezMnJ4eurq48duwYz58/z6lTp1JVVZVlZWXs2rUrHz9+LOBM79y5QxMTExYXF1NaWlpwCCS2IC0t/Q8dgLq6OlpZWQnozICAACYnJwvX74ABAwRsbkBAAO/evctBgwaxqKiI6urqAnlISkpKCKqWkpL6pgMwZ84clpaWsk+fPkIwulgsbnaPk7RFTU2Nbdq0oaKiIq9fvy4ELWtra7cot7q6mk1NTezTpw8bGhr46NEjbt68mX5+fkxOTuawYcMoLy/P/Px8AqCXl1eLa0ssFnPKlCl88OABjx07xlWrVvHly5c0MjJiaWkp+/fvz4cPH1JKSopSUlJCO78sp6mpibt372ZSUhKHDx8u3IvatGnD5cuXc/fu3ZSXl2deXh47duzIqqoqWlhYCA6ABHTQtWtXikQi9uvXj0+fPuWWLVu4bt06vnjxQqCZGRoaMj09natWraK/vz8fP37MgQMHUiQSsUuXLszOzhZQx3fu3KGVlRUrKyupq6srzBKHhITw6tWrtLGxYVlZGbW1tVlUVMRp06YxMjKS586d4/Tp01lYWEhtbW3hxcC1a9d48uRJurm58caNG60OQKv+7Wp1AFr1HyOJA3Dx4kV6e3vz8OHDvHr1qsCONjY2ZnZ2NufNm8fTp08zOjqaM2fO5Lt372hkZMR3797RxcWFUVFRPH36NOfNm8c3b97Q2NhYQO9du3aNhw8fpre3N1++fMn+/fuzsLCQEyZM4J07d7h7926uWbOGKSkpHDx4MIuKijhy5Eg+fPiQmzdv5qZNm/jo0SNaWlqyqKiIZmZmfPbsGdetWyc86MeNG8dPnz6xf//+TE9Pp46ODoOCgrhs2TKmp6ezY8eOLCoqorW1NUUiEauqqgQEX2NjI8vLy6mjo0NdXV1hS0xMpJGREQsLC4WHYFVVFevq6jhv3jzm5eW16M+zZ89SV1dXKKtnz57Mysri5MmTeebMGSoqKjIxMZGNjY3U0NCgSCQS+OV1dXVCffr06UMdHR2hnAMHDnDOnDlMS0sT3lpKHKgDBw4wPDycVVVVbGpqoqamJktLSzlnzhwB0ejm5sbS0lL27NlTKFdSto6ODj98+EBjY2Pq6Ohw4MCBvHr1Krdu3Up3d3c+e/aMHTt2ZHFxMceMGcOqqiqePn2aUVFRAvpRJBJRLBazoaGBIpGoGS+eJKuqqpod7+vj6+joUE1NjX5+fvTw8CAA5uXlUUFBgZqampw8eTKPHTvGEydOcM6cOXz79i3V1NT4/v17Tp8+nRcuXOCJEydYVVXF8ePHs6ioiP3792dVVZWASa2qqqJIJGJTU5OAUXV3d2dISAhjYmLY0NBAS0tLVlRUsLy8nG5ubiQpDJrFYjGbmpooFovZ2NgolPuPnJ9/lySDSUl9qqurGR0dzfj4eMGOJO198uQJd+7cyb179/Lhw4fCPsm1UFNTw927d/P69esUiUSsrKxkv379KBKJGB8fz3379nHFihVMS0ujnp4exWIxjY2NeefOHa5Zs4ZLly5lYmIiu3XrxqKiIgIQZm0OHjzI+fPnf/P8SzaJ0/alJKx8STtFIpGwNLCurk44n5aWliwuLmbnzp2ZmppKFRUV7tu3j87OzsLA2NTUVFiuFhoa2uzYvXv3JvkZJSq5XhoaGtizZ0/W1dVRJBLxyZMnVFVV5eHDhzlv3jxmZ2cLM1bPnj3jvHnzuHfvXqF9HTt2ZENDA6urq4Vya2pq6OjoyIKCApaWlnL06NG8e/cuV61axeXLl/P+/fusqqpit27dmt1DoqKimvXLl9fZoUOHGBcXx8mTJ1NaWpqfPn0ScLwHDx7kli1bhHbW19dTLBYzMzOTfn5+Qv9JnBl9fX1mZWVRQUGBurq6wgubwsJC9uvXj5mZmfT09OTRo0d59epVTps2TXhGSJzBsLAwRkZGcubMmXz79i2NjIyYl5cnkMdCQkLo7u7OrKwsmpiY8MOHD5wyZQrj4uJ48OBBLlmyhBkZGezfv7/wMuLu3bvcuXMn165dy2fPntHMzIzFxcW0tLQUHKgtW7bw4cOHHDlyJIuKijho0CCmpKRwzZo13L17N2/fvs0RI0a0OgCt+rer1QFo1X+MJA7ApEmTeOnSJQYFBdHX15eJiYmcMmUKMzMz6eLiwri4OO7atYtbtmxhfHw8HR0dmZmZSUdHR96+fZtbtmzhrl27GBcXRxcXF2ZmZnLKlClMTEykr68vg4KCeOnSJc6dO5cZGRm0s7Pjo0ePuHLlSgYHB/PcuXNcsGABX7x4QRsbGz59+pSLFy/m6dOnefr0aXp7e/PZs2e0sbHh8+fPuXDhQkZERDA4OJgrVqzg48ePaWtry4yMDLq6uvLt27c8dOgQY2JiOG/ePMrKynL8+PG8f/8+1dTU2LVrV16+fJl2dnYsKyujvb19i76ZPn06AdDc3JzA54yylpaWPHLkCFetWiUMpPLz81lXV8eSkpIWZdTW1lJeXp5GRkb08PDg/PnzaWxszJSUFI4ZM4Zt2rShj48Pk5KShDfgT548abG06MCBA82WF8jIyHDmzJkMCwtjx44dqaWlRRMTEz5//pw2NjYsKChgTk4OT548ydDQUGZlZbGgoOAfLtURi8VUVFRk7969CXzOFqusrEwzMzMqKyszMTGRqqqqgi1YWloyNTWV1tbWgi1YWlry5MmTrK6uZkFBgdBH/0gPHz5ssY5aQUGBSUlJVFVVFZCb0dHRnD59OmVkZOjg4MDY2FjOnj2bgYGBVFdX5927dwVb6N+/PxcsWMBDhw7R0NCQlpaWTE9Pp62tLQsKCvjq1SsGBARwy5YtvH37NhsaGqihocGGhgZ++vSJIpGIO3fu5OvXrzlv3jzW1NRw6tSpvH//Pvfv38/o6Gi+ePGCHz9+bGELlZWVFIvFwjKS/Px81tfXN8sOXVRUJOyTHFMsFrOqqorFxcWsr69nfn4+GxsbWVhYyOrqaiFDspubG8ViMe3s7PjkyRNu3bpVGNStWrVKsIWUlBR6eXmxrKyM5eXlXLJkiYBatbS0pKmpKZcuXcrIyEiqq6uzf//+lJOTo0gkoqKiIn18fHj48GFGR0fT3d2dcnJyfPnyJQcOHEhVVVUBWWpiYiIw+7/evoWp/VqSdn748IEkeePGDZ47d44LFy4U2vLs2TN6e3vz9OnTtLS0pIqKCpOSkgTU7IIFC1pcK1/P0n2tpqYmwRbOnDnDo0ePNrvHDRo0iJaWlgwPD6euri4jIiKELNNfbkePHm1Wbk1NDRcuXMj09HRGRkbywIEDvHfvHqdOnUolJSU+ffqURkZGwgBdUs7XzjNJwRbevXtHe3t7IUlXUFAQ161bx8TERCHbtaGh4TczkGdnZ9PJyYlFRUW8f/++kLMjMTFRQIS+efOGixcvZkVFBVetWsWkpCTa2dnx5cuXnDNnDq9cucJ9+/bR19eX9+7dE54RM2bM4I0bN7hz505u3bqV8fHxdHJyYmZmJqdNm8bbt29z8+bNDAgI4LVr1zhz5kxmZmZy8uTJTExM5Lp163jgwAFeuHCBrq6uzMjIoK2tLR8/fswVK1bw2LFjf9cWQkNDuXjxYj59+pQ2NjZ88eIFFyxYwHPnzjE4OJirVq3iH3/80eoAtOrfrlYMaKv+4zRq1CikpKRARkYGhoaGuHjxIhYsWICDBw9i+vTpuHfvHlRUVNCpUyfcvHkTrq6uOHjwIFxdXREXFwc9PT2oqKjg3r17mD59Og4ePIgFCxbg4sWLMDQ0hIyMDFJSUjBp0iQcPnwYXl5e+PPPP/Hjjz+iuroa2dnZsLa2xrFjx7BkyRKEhYVh6NCh+PjxIz5+/Ihhw4YhNDQUS5YswfHjx/Hzzz8jJycHYrEYAwYMQEREBBYvXozDhw/Dzs4O27dvR1NTEzIyMjBx4kS0a9cOy5YtQ1BQEExMTLBmzRoYGBjA2toaSUlJOHfu3Hf7xtfXF4qKiliyZAm2bNmCuro69OvXD9HR0YiPj8e+ffsgFovx22+/oaCgoMXvO3ToADc3Nxw4cABHjhzB/Pnz8fvvv2PNmjXw8vLCrFmz0KNHD/Tt2xcODg74448/0NjY+HfPl7y8PKytrbF69Wr4+Phg2LBhiIyMxIQJE/DHH3/gxx9/RE1NDSZOnIixY8eioaEBgYGBaGhowOPHj1FdXY2cnJxvlq2rq4uZM2cC+Ewd6dKlC9asWYPp06fD2toay5Ytg4qKCvT09HDx4kXY29vj/Pnzgi2cOnUK+vr6KCoqwsmTJ3H79m0cPHjwH9qgtrY2zMzMAHwmISkqKqKurg779u1D7969MXnyZAwfPhwLFy6EnZ0dFBQUMH/+fBw7dgz37t2DoqIili5diokTJ2LBggWCnUl09OhRBAUF4ejRowgPD8e4ceOgo6ODdu3aYfLkyXj+/Dlu3ryJ2bNno7a2FgcOHMDZs2cxZswYNDU1Yf/+/Xj27BlCQkKQlJQEFxcXmJmZoW3btti3bx/q6+uxf/9+iMVixMbGIiMjA3l5efjjjz9w69YtBAYGoqamBtHR0SguLkZJSQn+/PNP1NTUYPfu3bh16xYiIiKQm5uLsLAwHDp0CGKxGPv27RP64c8//0RaWhri4uJgY2MDOTk5nD17FmfPnsWUKVOQmZmJiIgI+Pr64o8//sCSJUsQFRUFd3d3BAQEYO/evZgzZw4uXryI1atX49q1a9i0aRN0dHQwdOhQ2Nvb4+LFi1BTU0NiYiIWL16M9u3b4+HDh3j58iXGjRuHdu3aISgoCMuWLYORkRHWrVuHPn36YN68eVBXV4erq+s/PNff0oEDB9DQ0IA9e/bg9evXMDY2RnZ2NjZu3Ijx48fjjz/+gKOjI+bNm4fMzEyEhISgd+/e2LdvH1auXAkVFRX88MMP8PDwgJmZGfT19TF9+nRIS7d8JGdnZ6O6uhqPHj0SjkkSo0aNwuTJk7F3714cOnQIQ4YMwc2bN6GhoYHIyEj4+Phg6dKlGDJkCGRlZaGgoIBp06Z9sz2ysrJwd3eHnp4ezMzM8Msvv+DXX3/FsWPHBMyqm5sbrKysYGlpCXt7eygrK3+zrCtXrkAsFiMoKAghISFYtWoVoqOjIS0tjT59+mD27NkoLi6Gq6srMjMzsXTp0hZl7N+/H3PmzEFQUBD09PSwYMEC2NrawtraGosXL4aUlJTw3WPHjmHSpEnw9PTE6dOnMWLECGzZsgWRkZFQVFTEyJEj4efnh+PHj2PIkCEIDAzE0aNHoa+vD2NjY+zbtw8HDx7EkCFDcPjwYezevRsDBw6Ejo4Ofv/9d+zcuRPm5uY4efIk1qxZA2tra0hJSeHKlSvYsGEDrKyscObMGfz6669wcHBAUVEREhMTsWTJEsEWpk2bBh8fH3z8+BGfPn3C0KFDERYWhiVLluDYsWOwtrYWznO/fv0E/G2rWvXvVKsD0Kr/OBUUFEBFRQVNTU0oLy+Hnp4e0tPT0atXL2RlZUFDQwN1dXUQiUTQ0tLCy5cv0atXL7x8+RLa2toQi8Woq6uDhoYGsrKy0KtXL6Snp0NPTw/l5eVoamqCiooKcnNzYWhoiBcvXqBz584oLi6GjIwMlJSUkJeXhx49euD58+cwMDDAx48fBbb6x48f0a1bNzx//hw9evRAXl4elJSUICsri+LiYujr6+P58+cwNDREbm4uZs6cCWlpaZiZmUFGRgb19fVIS0tDz549UVJSgvr6ety6dQtOTk749ddf/+6AOyUlBXJycujYsSOOHTsGeXl5xMXFwcPDA7m5uejbty9kZWWhqqqKsrKyFr+vra1FdnY2AGDGjBkICgqCiooKnj9/Dg0NDfj4+KCyshLnzp3DtWvX4OvrCzk5ub97vnx9fbFs2TKsXLkS9+7dg7KyMuLi4rBs2TKcPHkSv/76K3x9fVFZWYmKigq8f/8eBgYGkJKSQkZGBurr61FYWPjNsiXOgY2NDWJjYzF+/Hg4OzujV69ekJeXF2xBLBYjJCQE3t7eOH78OIqKijB9+nQcOnQIHTp0gIKCAoyMjJCeni5w0v+eFBQUoK+vDwDo1q2bgJ01NDREYmIidu3ahSVLlmDYsGF48eIFGhsbkZGRgZEjR8Lb2xsXLlzAzz//jJ49eyI1NRWGhobN+PUA4OXlBV1dXcjIyMDNzQ2///476uvroaSkJNizkZERpKWloaWlhR9++AGmpqZ4//49Tpw4gcePH0NaWhq9e/eGSCRCRUUFCgoK0KlTJ0hLS8PExETAo6qpqUFJSQm9e/dGRkYGtm3bhuvXr2Pu3LmorKxEZWUlevbsCRkZGRgZGeHjx4+YPn06xGIxhgwZAnV1dcjKysLExATS0tLQ09NDt27doKGhAQsLC0hJSeH48eMAAH19feEaFolEqK+vh7GxMZ4/f46+fftCR0cHOjo60NDQwN27d7F06VJMmjQJ1dXVOHjwIAYMGIDLly8DAA4fPoz169fD1tYWnTt3Rvv27VFWVoZXr17h3bt3qK+vR9euXeHt7S043zo6OvDy8sKHDx8ExGL37t0FR/KfkbGxMaSkpIS2XLlyBf369UNKSgqWL1/ebIAKACdOnMDgwYNhbm6OCRMmYPHixdixYwdmz54NfX19qKmpoWfPnt90AAoLC9HQ0ID09HTIysrC19cXBQUFqKysRHh4OEaNGoXw8HD4+fkhJCQEo0aNgry8PB48eAAVFRWhXFlZWXTv3v2b7SGJ27dvIzQ0FGVlZSgsLERlZSUOHjyIHTt2wMDAANnZ2Thz5gzCw8PRtWtXtG3b9ptlSbC7JiYmwmdpaWloamrCvXv3YGtrC2VlZRgZGUFbWxtz585tUYaRkRFKSkrg4OCAo0ePCuX+7W9/w8SJE8H/IHq5tLQ0Fi1ahOjoaMjLy6Nt27b4+PEjDAwMWjwjZGRkUFJSAh0dnf/T1W7V/wNqdQBa9R+nT58+QVVVFQAgEonQsWNHZGdno1evXsjLy4OmpiYaGhpQXV0NbW1t5ObmolevXsjNzYW2tjZqamrQ0NAATU1N5OXloVevXsjOzkbHjh1RVVUFAFBVVUVBQQEMDQ3x5s0bdOnSBeXl5YIDUFhYiB49eiArKwtdu3ZFcXEx2rZti7Zt26KoqAgGBgbIyspCjx498OnTJygqKkJGRgbl5eXo0qULsrKyYGhoiA8fPiArK0tItnP58mU0NjYiJSUFJ06cwLp169DY2AhjY2Ps2bMHv/32G1avXg0A+PDhA/76669mfZOZmYny8nL8+eefzQY0/B+5AyQzHGPGjEGfPn1a9K0k0RnwOVnW1q1bceDAAbx48QKGhoYAgM6dO8PGxgYuLi4ICgoSmPqlpaVCroEv9erVK9TU1OCvv/5CmzZtYGJiAh0dHeTk5KBXr14Qi8Xw8/NDVVUVKisrkZOTIyRkc3Z2Rn19PT5+/PhNW6ipqUF+fj7ev3+PkpISvH37FlFRUdiwYQMCAwNx7949qKurC4x8Z2dnrFu3DjY2Njhz5gzc3d2hoqKCQ4cOQU5ODvPmzYOvr69QfmJi4jdnH3JycvDHH38AAPz9/VFWVobz58/j0KFDCAgIAADs3bsXd+/exZs3b3Dp0iU8fvwYGzduhFgshqamZrP+kTiDX6tXr15Yt24d3NzcoKmpicbGRpw9exalpaWYP38+Vq5cCWlpaVhZWUFBQQEpKSnIzc2Fvr4+5s2bh7Vr16Jjx44Qi8UoKytDXl4eOnXqBCkpKXTs2BHbtm0TEuOdPn0aIpEI8+fPh7S0NLp27Yr379/jzZs30NfXh46ODqSlpdG3b19MmjQJgYGBAlddXV0dMjIy6N69O9asWYOhQ4fCzMwM7dq1Q0hICCwsLNC/f3/B0TUwMMClS5fg5OQEFRUVrFq1CvPnz4eysjIiIyPh6OiIuro6dOjQ4ZuDYom6deuG7Oxs/PHHH1i7di3S09NhZWWFDx8+4JdffoGqqiqMjIxQW1sLLS0tGBkZ4ebNm9i3bx90dHSEa0AsFuP9+/ffPc7X6tGjh5CIMC8vD2PHjsXTp08F+/3WADUvLw8rV65ETEwMsrKyIBaLkZ+fL7whDgkJEXIvfKmCggLU19fDxcUFq1evRmNjI3Jzc1FRUQFFRUV8+vQJ3bt3R1ZWFjp06IDNmzejX79+kJKSwqxZsxAcHIy6ujpUVlZi69atLconiQ0bNsDV1RVjxoxBdXU11NTU0Lt3b/Tu3RvPnz/HgQMHMG/ePDg5OWHatGno3LmzwLT/WlpaWti8ebNgZ18rNzcXjY2N6NOnT7P7zZUrV/Dp0ycAgKGhIV69eoUuXbqga9eu6NixI5KSkvDgwQNcuXLlm+X+36iIiAisWLECb9++hbGxMdq2bYs2bdqguLgYXbt2FZ4RhYWFggNQXl4OXV3d/9NVb9X/C/o/uPyoVa36lySJAThz5gzXrFnDQ4cOMSoqivPnz2d6ejrt7OyYnJzMZcuW8eTJkwwPD6enpydTUlJoa2vLlJQULlq0iGfOnBEY3E+ePKGdnR3T09M5f/58RkdH89ChQ1yzZg0fPHjAyZMnMyMjg3PmzGFsbCz37t1LPz8/3r17lw4ODs3WlPr7+3P79u28desWp0+fLqwpvXv3Ljdt2sTAwEBhDfjLly+brSmVxADk5uYyNzdXWBP+5MkTduzYkVZWVrx9+7aw1nf27NmsqalhWVkZw8LCGBcXJ/w2NzeX9+7do6GhIfX19amurs4BAwYwIyODI0eOpJWVFa2srBgdHd2sf5uampqVkZubSy8vLz579oyKioo0MzNju3bthN9bWVnx8ePHtLe3p1gs5rx581hSUsKKiooW5Ui28vJylpaW0sPDg3JycrSwsKC8vDytrKy4fft27tixgzdu3OCMGTNYU1NDZ2dn1tbWMjIyktevXydJenh4CHScr8sfNGgQzc3NKSMjw0GDBlFNTY0GBgbs3r07VVRUOHjwYGZmZnLw4MFCW+Lj4+ni4sLCwkJOmTKF6enpXLp0KVNSUnjo0CFWV1fTy8ur2frs6urqFsdubGxkQUEBa2pqvrkvOTmZAKilpUU9PT326dOHioqKzWI3NDQ02KVLFxoaGlJJSYkWFhZ8+fIlraysaGRkxO3bt9PHx4empqa0srJiZmamcC62bt3KnTt38vr163RxceGYMWP44sULWllZccOGDdy/fz8vX75MV1dXjhw5UsAlZmRk0MrKipGRkVywYIFQnpubG1NSUujn58eTJ08Kn48dO5bl5eW0tbXlo0ePeOzYMa5YsYJWVlasrq5mx44d+fHjR1pZWfHSpUv08PBg//79m9mNZK205O+0tDRaW1tz8ODBVFFRoZWVFUNCQrhkyRJaWVlRRkZGiO3o2bNnM7uWlZWlnZ2dwO3v3LkzNTU1BbKXxE6KiopYVVXF3Nxc1tTU8P3799+0oa/X4X/48IH79u3jhQsX+Pz5c3p7e9PKyoqTJ09mQUEB586dyxs3blBLS4uvXr1i165dBbs2MTGhrq4uQ0NDOWbMGIGWBYBmZmbNjimJQSE/Y093794t8O/nz59PsVjM169fc+DAgXRxcWFYWBgvX75Me3t7Dh48mDIyMnRycmJubq4QQyEp9+s2VlZWcteuXSwsLOS0adMEG7CysuLevXu5ceNGIZ4mIyOD8vLyXLJkCcvLy1lWVib039dxOufOnRPuCzY2NjQ3N6eSkhJ79+4tnJebN28K10Rubi6vXr3KiIgIlpWVcdGiRaysrKS1tTXbtGnD9evXMyYmhhEREZw+fToTExNpa2vLFy9e0N3dnVFRUTxy5Ah9fHz48OFD2tvbMyMjg3PnzuXly5e5b98+btiwQYhnkMSJfR0DILlfS2KDvowBmDVrFl++fCnEiUliAM6fP09XV1fh2SOJEzt27BgjIiK4cOFCWllZ8c2bN3z27BmtrKzo7+9Pf39/4R6XmZlJBwcH3r17l35+fty7dy+vXLlCOzu71hiAVv3b1eoAtOo/RhIHYOTIkbx58yb379/PlStX8sWLFxw4cCA/ffrEMWPG8P79+9y+fTt9fX355MkTDhs2jEVFRRw2bBiTk5O5YcMGbt++nffv36e1tTU/ffrEgQMH8sWLF1yxYgX379/Pmzdv0s7Ojh8/fqSpqSlfvXrFRYsW8dixY7x06RKdnJyYn5/fjCpx9uxZRkRECOQXY2Nj5ufnc/r06Tx//jxPnDhBDw8Pvn79mqampvz48SMnT57MuLg4BgUFcfny5ezYsSM7duxIsVgsOADr16+nt7c3MzIy2L17dxoYGAiDgR07drCmpqZF4pzs7Gy6u7tz06ZNQsCehFednp5OFxcXHj16lPfu3ePMmTNZWVlJU1PTFn0+depUamlpUUpKivr6+kLSLV9fX966dYtjx45lYWEhBwwYwPT0dK5du5ahoaFMSkr6u+fSxsZGQGsCoK2tLSMiIqikpMRnz57RyMiI1dXV7NKlC3Nzc+nj48PAwEAmJycLJJmBAwe2KFcyyJJsU6dO5aFDh4QAQgMDA+ro6NDAwEAI5A0LCxMcAE1NTTY1NfHFixdcvnw5g4KC+PjxY+F8VFdXfzMI+59ReXl5i2DMjIwMamhosKCggIMHD+bly5e5bds2urq6MiUlRQi6NDY2Znx8PJWUlBgdHc1x48YJORcMDAyYmJhIRUVFhoWFCXQrFRUVDhw4kE+fPqW3tzf37t3L+/fvUywWU0tLS3AAHjx4wE2bNtHHx4epqamsqqpiaWmpEADu5+fH9evXMzExkVVVVdTQ0GBZWRltbW0ZGxvLkJAQVldX09TUlCKRiHp6eszNzaWrqysPHjzI69ev08LCgh8+fGBRURFNTU0FWoqXlxeTkpJobm5ORUVF5uTkcMKECTx16hRVVFQoLy8v8PLz8/NpaWnJc+fOEQCvXr3KAQMGEAClpKSoqanZon8rKyv/7jmpr6+npaVls8+8vLxYVFTEfv36sampiTk5OfT09GRQUBATEhIoFotZWVnZLEGgJCmVhoYG8/PzqaamxuzsbNrZ2fHYsWNs165di6DjcePGtaiPhDkvwfZKyE2jR49mZWUlTUxM+OrVK8rLy9Pf35++vr6Uk5Njbm4u5eXlKSMjQ1dX139oiydOnOCtW7doZ2cnBGz379+f169fZ0BAAJcuXcrk5GTq6elRW1ubwOekg1/L1NSUFRUVnDNnDm/fvs0TJ05w+vTp1NTUZHFxMQsKCmhmZsYLFy4QAM+fP98CGlBfX8+TJ08KRKimpiaqq6szJyeHbdq0oZ+fH7du3crExESOGTNGIOekpaVx1apV3Lt37zcpQF5eXjx69ChjY2MFCpCJiQmzs7Pp5uYmUIBmzZol3K+/pgAtWLBAoABJSHHXr1/nwYMHuXTpUmZkZHDAgAEsLCwU8izs2rVLoABVVVWxa9eutLS0ZFVVFc+ePcvw8HDOnTuXubm5NDIyYkFBAZ2cnHj58mUeO3aMnp6evHz5cqsD0Kp/u1odgFb9x0jiAFy+fJleXl48fPgwr127xsmTJ7OwsJC9e/dmbm4u3dzcePr0acbExNDZ2Zn5+fk0NDQUBuPR0dE8ffo03dzcmJOTw969e7OwsJCTJ0/m9evXefjwYXp5efHVq1c0NjZmcXExx44dy7t37zIgIIA+Pj5MS0vjgAEDWFpayuHDh/PRo0fctGkT/fz8+OTJE1pYWLC0tJQDBw5kamoq165dy127djEhIYHW1tYsLi6msbExMzMzuXjxYgGRV19f38IBkLz1VVVVZUFBAQ0MDFhbW8vGxkZGRUU1Y79LlJ2dLbC14+LiOGjQIGpqagqO0P379xkYGMi6ujo2NDRw4MCB30RETp06lQBYUlJCAJwwYQIvXLjAU6dO0dnZmQUFBdTV1WVDQ4PQli9Z9aampi0e+ORnB0BFRUVIQGZvb89z584xLCyMc+fOpbS0tMD0r62tZXx8PI8dO8aGhgaBr/2tcr90ACRMcQm/XUVFhdLS0iwpKaGKigptbGwYHh7ewgGQvIGsr69nUFAQ4+Pj2dTUJAxOJPSRiIgI3r59m87OzqyoqGBdXV2LweSXkjgAnp6egmMmIyNDFRUVysjIEADl5eWpqKhIKSkpysjIUEpKisXFxVRRUeH06dN5+PBhKisr89mzZ+zatStLSkrYs2dPIYfFtm3bKCcnRzU1NZaUlNDY2JgvXrygt7c3jxw5IvDSdXR0mjkAAQEBrK2tpYODA+Xk5FhdXd3CAXjx4gVNTEwoEonYs2dPZmRkcOXKldyxYwdVVVWZnZ0t5Lews7PjjRs3eODAAS5ZsoQvX76ksbExNTU1BSylv78/V61aJdi1vLw81dXVKSsry40bN3LNmjW8d+8ehw8fTikpKaqrqwt91KZNG7Zr144yMjIsKiqitLQ0lZWVOWvWLAYGBv5TDkBtbS1JsrGxkVlZWdy8eTPr6+tZX18vDLxNTU1ZW1vLhIQEHjp0iN7e3sKAsLi4mNbW1rx79y537dpFT09PJicn08DAgKqqqpSRkaGcnByVlJQIgEpKSpSWlqacnBwLCgq+6QBIbOzVq1dcsWIFjxw5wvj4eE6ZMoXFxcXCQP3+/ftUVFTkpUuXaGdnRxkZGSooKDAvL++7DmpVVZWQZbeuro5Lly4V7nEikYgDBw5kQkICFRUVGRMTQ2tra6HeOTk5zRwAyTUuqW9NTQ3r6+uFe5ylpSVlZWWpoaFBGRkZtmvXjvLy8pSXl+fbt2+bnYNnz55x//79rKur4/Tp01leXk51dXUWFBTQ2dmZYWFhPHv2LGfMmMGPHz9SR0eH5eXlQg6Q4OBgzp8/n+/evWPHjh1ZWVnZ7B4nyQNgYGBAkUjE/v37fzMPgEgkYu/evZmenk4fHx/6+/vz0aNHHDRoEKuqqqivr8/s7Gx6eno2ywNQUVFBXV1d5ufnN8sDYGtrKyQCKyoqopOT099NBFZfX8+AgADeuXNHmCVqdQBa9e9UawxAq/7jdPDgQfzyyy+oq6tDfHw8Vq9ejVmzZiE2NhYrVqyAi4sL8vPz8ezZM3h4eMDDwwNXr16Fh4cHPD09kZqaivz8fLi4uGDVqlWIjY3FrFmzsHr1aty8eRN1dXX45Zdf4Ofnh/Pnz8PR0RH+/v74888/oaKiAjMzMwQGBiI8PByTJ0/G4cOHcfLkSfTo0QOGhoYIDg5GcHAwJk+ejDNnzmDv3r348ccfoaamhsjISOzcuRPTpk3D+fPnsWXLFlhbW6OxsRFxcXFISUnBDz/8gMLCQhgaGqK8vByysrJQVFTElStXMGjQILx48QIzZ87E27dvkZaWhlGjRgEASkpKmq09JgltbW3Y29vj4cOHyM3Nha6urrBuGfhM2/jw4QNiY2MhKyv73T4fMWIEZGVlkZ6ejpiYGBQVFeH8+fMoKCiAsbEx6urq8Le//Q0///wzLl++jKqqKjQ0NOD69evfXcOdmJgIZWVl3Lt3D1evXkVmZiYePHiAKVOmwN7eHsXFxUhISICtrS0GDRqEqqoqvHz5EjExMXByckJxcbFQllgsRk1NjfC3srIybt++DZJwd3eHm5sbIiMj0blzZ+jo6ODhw4d4/vw5Fi5ciPr6eqirq6OwsBD9+vVDYWEhdHV1cfXqVXTu3BlnzpxBfn4+pk6ditzcXGzevBmBgYEYP348fvrpJ4SGhqKurg6ysrK4efPmP7Tf/fv3w9fXF127doWcnByePHkCKSkpGBoawt7eHitXrkSXLl3Qpk0b9O3bF127dkVCQgLu37+PtWvX4sSJE1iyZAkUFRWhqamJvn37oqSkBOHh4ejevTumTZuGly9fomfPnoiOjoatrS3Kysrg7OwMFxeX7wZQrl69Gtu2bfu764/r6+shLS2NhoYG4bySRFxcHKZMmYLHjx/D1NQUe/fuRWRkJKSkpDBgwABs3boVMTEx6Ny5M6ZMmYIbN24IsTGxsbEYOHAgfvzxR8THx2PUqFHo3bs3jhw5AnNzc+zbtw8qKiq4f/8+AMDJyQlLly7F8ePHYWxsDE1NTaiqqgpUpyVLlgDAd4NqJZo5cyYaGhpQVlaGzp07Y/HixQgLC8ObN28wb948FBQU4P79+5g/fz5MTEygpaWFcePGYePGjYiOjsa0adOwc+dO/Pnnn2hoaEB0dDQsLCygpKSE5ORkNDY2YvTo0cK6+8jISOjr66O+vh66urrfrJu+vj5qamrg7++PHTt2CAH/R48exYwZM/Dx40fU1NTg4MGDCA4Oxtu3b1FVVYVevXqhpqYGBgYG6Nq16zfbW1NTg/DwcKSkpODkyZPYunUr/P39cfHiRUhJSSEtLQ1//vkn9u7di9mzZ+PNmzeQlZVFt27dWpS5du1aVFZWws7ODiKRCJ6enjh//jzU1NSEe6O6ujpyc3PRr18//Pbbb1ixYgWmTJki2F9dXR3mzZuHH374Aa6urti2bRu2bduG9u3bo6amBh4eHli4cCFWrFgBKSkpNDU1QVpaGvX19cLfklgAyb7GxsZm35HYp5SUlLBPYruSekhJSQmfSeybn1+ONvusoaFBOK7kd5IyJf9KfiPZJ5HkO9+TtLQ04uPjoaGhgZMnT/5TIIJWteq/Kyl+72nQqlb9X6bnz5/D2NgYwcHBeP/+PTp06ABVVVU8efIEdnZ2OHnyJJydnXHjxg1hAJWRkYGxY8fi999/h4uLC2JjY9G7d2/U1dXh7du3GDlyJE6fPo3Zs2cjOjoaP/74I8rKyvDp0yeYm5vj3LlzmDVrFiIiImBhYYH8/HyIxWKYmpriwoULmDlzJsLCwjB69GhkZmYC+BzAdu3aNTg7O+P333/HhAkTkJKSAgUFBejp6eHu3btwcHDAqVOnMHnyZCQmJkJDQwPq6up4/Pgx7OzscOrUKTg5OeHWrVvo1KkT2rZti4yMDOzZswdlZWVIS0sDAKSmpqKhoQGOjo7YunUrbG1t0b9/f9y8eROhoaFwd3dHeno64uPj4e7ujl9++QXBwcHw9vaGj48PLCwsAADBwcGYO3culJSU0KVLF1RUVIAkDhw4gHfv3uHo0aNYu3Yt5s+fD0NDQyxfvhxPnjzBjRs3cPfuXSgqKqK4uBgPHjzAL7/8gkuXLsHMzAyRkZFwd3eHqakpRCKRQGYKCAhASkqKcG67dOkCAMKD79KlS3B0dMSVK1dw/vx5tG/fHnp6ehg5ciSKi4thYmKCzp07IycnB4WFhXj79i3evXuHJ0+efDdgWKLQ0FBoa2tjy5YtuH79OhQUFPDjjz9i165dCAkJgZOTExISErB48WL4+vri4sWLMDc3h5qaGg4fPgx3d3doaGjg5s2b6NSpEwwMDLB79264ubmhb9++SEtLEwbR7du3h6KiIoDPxCJ3d3ehHhs3bkRISAjevHkDVVVVbNiwQRi8rl27Fn/++ScWL16MhQsXolOnTnBzc8PLly9x48YNbN++HVevXoW9vT3OnTuHjRs34ueff0ZdXR0SExOxdOlSODo6QlFREWFhYfDz88PAgQORmZmJOXPmYP78+YiJiYGbmxsWLlyI9PR0lJSUwMbGBkuXLkVUVBScnZ2xevVq3L9/H42NjbC0tMTGjRsRHh6OKVOmYPv27YiNjYWysjJMTU0RGBiIkydPYtKkSThw4ADCw8NhbW2N7du3w9/fHx4eHoiOjsasWbOwZMkSeHl5CU7248ePcefOHQwbNgwAsH79egwZMgTh4eH/5fvFrl270KFDB+FvsVgs2LWqqipyc3PRvXt39OnTB3fv3kVISAjGjBkjfP+3336Du7s7ioqK8PDhQ/zyyy/w9fXFwYMHMXjwYISHh2Pu3Lnw8vKCt7c3Nm3ahJiYGPj7+2PChAlwcHD4u/UzNjbGr7/+iqysLPTs2RPv379HQEAAfv31V0hJSUFTUxOXLl1CeXk5iouLYWdnh7FjxyI0NBR79uzBTz/9hB07dmDs2LE4d+4cFi9eDHV1dfj7+wvHkDj9L168wJEjRzBv3jx06NBBcFqsrKwwatQoREdHt7AFf39/HDx4EFu3bsW8efMwaNAgODs7Q0pKCioqKsjIyEB1dTWAz0CC1NRUvHr1CllZWfD19YWdnR0uX76Mw4cPN2t3YGAgCgoKYGRkhPr6ejx//hyPHz8WSFwAcOjQIcyYMQNXr16FoaEhmpqa8ObNG4waNQqnT5/GrFmzcP78efTr1w+VlZX48OEDhg4dij/++AOzZ8/GuXPnYG5uLtCSfvzxR5w/fx4zZ87EmTNnMHLkSGRlZaGxsRG9e/fG1atX4ezsjNDQUIwbNw5paWmQl5dHly5dEB8fLwRpT5o0CQ8fPoSamho6dOiABw8eYPLkyTh58iQcHR1x+/Zt6OnpQVFRESkpKZgwYQJCQkIwY8YMXLt2DT169ABJZGVlYcyYMQgNDcWsWbNw4cIF/PDDDxCJRAKpy9XVFWlpaQKpqlWt+l+tVgegVf8xkjgAK1euRI8ePVBfX4/GxkYoKSmhtLQUHTp0QFFREdq3b4/a2lqQhIKCAsrKytChQweBHlRdXQ0pKSm0bdsWFRUV0NTUxKdPn6CmpgaRSAQZGRnIycmhqqoKGhoaKCwshKamJioqKiAnJwcZGRmIxWKoqanh06dPwj4JFaOmpkbY16FDB5SWlkJRURGNjY2or69H+/btUVRUBC0tLRQXF0NZWflfaouqqipWrFgBR0dHvHnzBhMnTkTbtm0xY8YMHDt2DG5ubrh06RLs7e2b9Z+2tjYqKyuxYMEC3L17F7Nnz8axY8dgbm6OAQMGoLCwEDIyMmjfvj369++PxsZG9OjRA+rq6kIZEmKNRMuXL8eBAwewYsUKhISEYOLEiXj9+jUmTZrUrP/69esHExMTFBQUQEZGBvr6+mjfvr1QzosXL1o86Pz8/BAYGIiAgADcuHEDADBo0CBs3boVb968Qffu3fHo0SP4+fnBx8cHly5dwsyZM6GiovJ37UhJSQlisVj4297eHi9evEBGRgY2btyIwMBALF26FNHR0dDW1kavXr2gr6+P9evX49OnTzAwMMCaNWu+awsSogcAODo6IikpCaNHj0ZsbCwmTJggHDcpKQl9+/YVHIR/VqtXr8b27dv/4fc2btyIjRs3olu3bhg3bhwOHDiA2bNn46+//kJBQQE2bNiAw4cPY9y4cThx4gScnZ1x584dzJw5EwEBAfD09ERUVJRAlHn06BEcHBywZ88eLFu2DKdPn8aQIUNQXV2Nly9fYvz48YItBAcHY/To0aitrUVeXh4SEhKa1ekfaf369di0adO/1C9f6/bt2zAzM8PFixcxbtw4nD59Gv3790d0dDScnZ1hY2OD1NRUBAUFQUdHByKRCGVlZThx4gQmTJgAExMTZGVlCU78mzdvkJeXhylTpmDHjh1YtmwZNm7cCCMjI/Ts2RMxMTHCsZWUlASi2PdUWVmJM2fOoKysDOrq6sK96OPHjygoKEBNTQ1++OEHLFiwAH5+flBUVMTKlSubzeA4OjriwIEDza7RiooKvHv3DjIyMrh69Src3Nygr6+PvLw8rFq1CiTRvXt3JCcn46+//sL8+fOxadOmFjNDWVlZ6NatW4vPrl27BicnJ0RFRaGgoAD+/v7YuHEjFBUVERERAVNTU5w5cwbv37+Hjo7ON/ON/Pbbb9DU1MS4cePg7e0NQ0NDlJSUoKqqCqGhofjw4QNMTU0RHR2NM2fOQE5ODra2tpgxYwYePnyIXr164datW9i3bx/09fUxZMgQLF68GHFxcejevTseP36MDRs2wMzMDD169MC2bdsQEREBAwMDZGRkwMvLC5MmTYK8vDxOnTqF4OBggeo2e/Zs/PrrrygpKcFff/2FnTt3om/fvsjOzoatrS38/PyQmpqKtLQ0+Pj4YPDgwcjKysLw4cNx6NAhYXbr119/xZgxY5Ceno7+/fsjMjISZ8+ehbS0NOzt7TFt2jQ8fvwYvXr1ws2bN3Hw4EHo6upi2LBhcHNzE47R6gC06t+l1iVArfqPk1gsFhjUEi56eXk51NTUUFlZCQUFBTQ1NaGhoQGKioqorKyEuro6KisroaioiIaGBjQ1NUFBQQFVVVVQU1NDeXk5lJSUBKRl27ZtUVVVBVVVVZSXl0NZWRm1tbWQkpKCrKwsqqurhX3t27dHdXU1ZGVlISsri9raWqioqKC8vFxwOGRlZSEjI4Pa2lq0a9dO2CcSiQTHoa6uTtinpqaGqqoqKCgogKTQloqKCmhoaEBTUxNeXl5CWxUUFAB8RnGS/CbjH/g8HV5eXo6HDx8iNDQUixYtgra2Njw8PFBVVYWFCxdi0KBBUFRUhIqKSrOBxbdUXl4OkmhqasKSJUuQnp6OCRMmoE2bNhCJREIftWvXDg0NDaipqYG8vPzfXZqxZcsW6OrqorKyEkFBQVi3bh1+/PFHAICZmVmz5Qjq6uoYOnQoYmNj4ezsjMjISAHzun///u8eQ0tLCzt27ADweSBWW1sLACgrK4OUlJSwDMHGxgbPnj3D8+fPERYWhrVr1woDDrFYjMzMTNjY2GDjxo3w9vZG+/btoa+vjylTpqCxsRENDQ1o3749/Pz8BMckKysLKSkpUFJS+rv98F/Vpk2boKenh7KyMqipqWHRokU4cOAA5s6di759+wpLEcrKytDQ0ACRSAQAqKqqQn19PcrKytDY2IiKigrU19ejsrISIpEIDQ0NQp6MsrIy1NfXQyQSoaqqCrW1tYItSH4vEonwxx9/YNiwYQJ/vrS0FABgbm6O+fPnC3U+deoUZGVloa2tjW3btv2X2/7u3TskJSUB+DwIl5KSEt6oDx48GAoKCujatSs6deok/KayslLAnQ4dOhTr1q1Du3btsGDBAqxYsUJYgldZWYklS5bgxIkTqKysFNpSW1uLyspKobyQkJDv5sbYs2cP6uvrsXPnToHNP3bsWJibmwv3orq6umbJsVatWoXTp0/j3bt3iIiIAAAMHjwYCxYsQFVVVYulJdLS0khMTMSdO3cwe/ZswcEkiQ4dOqB///44e/YsRCIRGhsbUVZWJiBtAcDZ2Rljx45tUfcPHz7g/fv3+Pnnn/Hbb7/BwcEBdXV1OHXqFJKTk5GVlQVra2sEBATg/fv3CA8P/yauMzg4GHPmzIGSkhJOnDiBhQsXCvu8vb2hoaHxnbPbqla16n+lWh2AVv3HadCgQcjKyoK0tDT09fWRkJAAe3t7nDlzBmPHjkVqairatWsHbW1tPHr0CBMnTkRYWBgmTpyIpKQkaGlpoV27dkhNTYW1tTXOnDkDe3t7JCQkwMXFBY2NjejZsydmz56Ns2fPYurUqYiLi0OfPn1QV1eH9+/fw9zcHH/++SccHBxw+fJl/PjjjygtLUVpaSkGDBiACxcuwMHBAVFRURgyZIiwdrdv3764evUqpk6dirNnz8LS0hLZ2dmQkpKCgYEBbt++DXt7e2H5RFpaGhQVFaGtrY2kpCTY2tri7NmzCAsLQ3BwMKZOnYqAgACYmJhAXl4ee/bsgZycHKytrb/Zd23btoWjoyMA4KeffsK7d+8wdOhQKCsrY/LkyVi1ahVUVFRw+fJl6OnpAQAWLVr0TT458Hlt8r1797Bjxw6cO3cOaWlpkJKSQnZ2NiwtLREREYFZs2ahV69eOHjwIHr37o379++joqLiu+f3/PnzKCsrQ0BAAP766y+BrT9ixAhcuHABgYGBmDdvHmJjY7FhwwZMmTIF0tLSeP/+PaytrSEnJwdpaWnY2tp+9xgVFRX4888/AQDXrl3Dhg0b0K1bN8ycORNisRhv3rzBwoULERAQgMWLF+PBgwf47bff4OLigufPnyMmJgYqKioYPHgw9u3bh8jISMyZMweWlpaIjo5Gbm4u1NTUoKKigjNnzsDZ2RkDBgzAxo0boaOjg65du8LIyAjy8vIAPs8a+fj4/GPj/0rJyckAgGHDhgkD54sXL6K0tBR79uyBSCQScjPcuXNHWOakqqqKkydP4syZM6ipqcGaNWsQExODQ4cOISIiAnV1dYiNjcWWLVsQGxuLS5cuwd/fH5cuXUJdXZ2wVvz8+fMYMmQIevXqhaNHjyIhIUFg7FtZWQEAYmNjUVhYiKSkJJw6dQo3btxAZmYmbt26JbQjNDRUcDq+fJP+r0pDQwM9e/ZEcHAwOnXqBDk5OcTHx8PHxwft2rXDlStXUFRUhLKyMly7dg1z5szBxIkTUVBQgH79+iEjIwNpaWmwtraGjIwMFixYgGPHjuGvv/7C4MGD8ebNG3z69Eloy/Xr19GnTx+Ym5sLdfj999+/u9570qRJkJGRwdSpUwXH49atW2jTpg3mzJmD8PBwTJgwAdu2bYO1tTV27dqFv/76C0ePHhWueeCzE3nz5k1cvHgRJSUlAIDGxkYsXLgQysrKmDZtGiorK1FcXIzFixfjxo0bmD9/PoYNG4a3b9/ip59+wujRo6GlpQUXFxecOnVKqOO9e/eaLc9raGiAl5cXVFVVkZ2djeLiYsycORNt2rTBrl27EBUVBVtbW5w+fRoHDhxAcHAwevbsiZMnT34z3mTs2LFwc3PDzz//DBsbGwCfl/z069cPhw4d+pfyMbSqVa36b+h/R6Rxq1r1v0ISCtDPP//MuLg47t+/nz4+PkxJSeGwYcNYUFDACRMmMCEhgf7+/tywYQOTkpI4evRoFhQUcPTo0Xz06BE3btxIf39/JiQk0MbGhgUFBRw2bBhTUlK4adMm7tu3j/fu3RMIQoMHD2Z6ejq9vLx47NgxXrhwgS4uLnz79i0HDhzIrKwszp8/n+Hh4Tx79izd3Nz45s0bDhw4kLm5uZw5cyZjYmJ44sQJenp68uXLlxw8eDDz8/M5bdo0Xrt2jUFBQVy5ciVTUlJoYWHBgoIC2tra8s6dO9y5cyc3bNjAR48eceTIkSwoKGCXLl0oLy9PPz8/rlixgk+fPiVJlpaWcuTIkc36be3atfzw4QO1tLQoLS1NPT09Tp8+nUePHqWysjKzsrLYpUsXNjQ0sLKykvX19QwLC+OtW7dIkhUVFQLVJzMzUyCsXLt2jUZGRuzevTvfvn1LMzMzRkZG8uDBg1y4cCHfvn1LXV1dVldX09bWliKRiBcuXGBMTEwL4tDz589bIBzfv39PGRkZzpgxg2FhYTxx4gRdXV35/v17amtrs7Gxkenp6Vy3bh2PHDnCW7ducc6cOayqqqKZmRmLi4u5dOlSkmRAQACzsrJIUmDvf7np6OhQVlaWXbt2JQC2adOGK1eu5ObNm6mtrc0XL15QS0uLYrGYpqamjI+P5+7du7l27VomJyfT0tKSpaWlLC4upqOjI2tra7llyxZmZmaysrKSTU1NbGxsZFVVFcnPGMbU1FSSpLm5ORsbG/8hslIiHx8fod6S+srLy1NDQ0P4PD09nWpqaszJyeGwYcN49uxZYZ+enh6lpaUFW1BUVKSamhoBsGPHjpSRkeH79+8pKytLHR0dLlu2jN7e3tTV1aWsrKxwXnR1dQmA6urqQp/q6+sL/aelpcUtW7Zw9uzZwj5paWl27ty5Rf9/va1fv/5fvj98+PCB69atI0mKxWI2NDTQysqqmV2fPn2a586d49y5cwVCS1lZGe3s7HjlyhWBCNW5c2cWFBQIbP1z585RTU2NSkpKTE5OppmZWbP+kxCKJJuSklKL+nl5ebGsrIwNDQ0cPXo0GxoaeOHCBR47doxeXl4sLCwU8KzDhg1jXV0dt23bxoiICDo5OVFGRob5+fnfRMmSn/N4VFRUMCsriwEBAayurmZ9fT0rKys5aNAgvnv3jk5OTrxy5QpVVVWZmJjIYcOGCeesX79+vHTpklCu5HppamoSbLO2tpabN2/mq1evOGHCBIFKlpmZyYULF3LdunXU1tamnJwcpaWlWV5e3qwPNm7cyPz8fJaXl9PMzIwk+fjxY65du5a+vr58/Pgxu3TpwurqahoaGvLFixdcv349N23axKdPn9LExETAA0toXIGBgUxMTKSZmRlFIhF1dHSYn59PNzc3BgcH89atW7S2tmZFRQU1NDT46dMnOjk58ezZszx//jwnT57M0tLSFrZw+vRpzpw5kx8/fhToYCNHjuSdO3da3OPEYjEHDhzIpKQk+vv7c/ny5UJOiOrqavbu3ZvPnz/nhg0b6Ofnx9TU1Gao49evX3PZsmXctWsXHzx4QBMTk1YKUKv+7Wp1AFr1H6MvMaCenp4CBtTe3p6fPn2ioaEh3759S1dX12YY0IKCAnbv3p0FBQXNMKCurq7Mzc2loaEhP336RHt7ewED6unpydevX9PIyIglJSW0trZmQkICAwICuGrVKj5//pz9+/dnaWkpLSwsWmBAzc3NWVpayv79+zMtLY1r1qzhrl27eO/ePY4ZM4alpaU0MjJqgQG1s7MT2pKTk8N58+YxJCSEMTExnD59utCW6upqpqSkcN26ddyxYwcVFBSopqbGdu3asbS0lIqKivTx8WFQUBDv3LnDxsZGNjQ0CJjDhoYGBgcHEwDl5OSEQaRkkLNlyxZu3LiRGhoaLCwsZM+ePVlcXExnZ2cBk9jQ0MCGhgaqqamxTZs2lJKSoqysLGVkZHj9+nXa2NhQSkqK3bp1Y05ODhcuXMiQkBBevnyZ06dPZ0VFBXv27MnCwkLOnj1bqJtkIynUtampibt376a0tDRVVVUFvOe4ceN48+ZNBgQEcPny5UxPT6epqSlLS0tpaWnJ2tpaxsTE8MqVK6yrq6OZmZkwMPpHW2NjIxsbG1lfX8+RI0dSUVFRYK0rKytTQUGBV65c4YQJE6ioqEgNDQ1++PCBioqK3LhxI/38/Pj06VMOGzaMGhoa1NDQoKqqqmALDx8+FPjg5eXltLOz48OHD3no0CE2NjZy6tSpLCsrI0nm5+dz4cKFQn3+3lZTU8OmpiYhN4Sk//6ZNn/d91/3w9f7/pU+/Fc3ic1K6k5SaFdDQwMbGxuFhGZdu3ZlXl4e582bx5MnT1JFRYWvXr2ioaEhKyoqqKamxtmzZ/Ps2bMChlGCfe3Tpw+fPXtGJSUlysrK8t69ezQxMaGSkhILCws5cuTIZv0nqcM/qn9paSldXV155coVXr58mdOmTWNxcTH19PRYWlpKVVVVrlixggEBAbx9+zbHjBlDKSkpAQUrLy/PoKCgZsf7uu8lCfHMzc1ZXV3NwYMHs66ujufPn2e7du2ooaHB9+/fU0VFhWpqapSRkeGyZcu4fft2ysnJCahgsVjcov42NjasqKigoaEhCwoKqKGhQRUVFUZFRdHJyYl5eXmC4yMZ8J86dapZGSKRiHZ2drxz5w4PHTpELy8vAclZWlpKNTU1AZ15+fJlAXfasWNHFhYW0tHRkdHR0Tx79ixnzpzJgoICof8mTJjAuLg4BgcH093dnW/fvmWXLl1YUVFBS0tL3rt3j4GBgVyyZAlfvXrFnj17srKykgMHDmRycjK3bNnC9evXMy0tjaampqyqqqKRkRFfvHghYECTkpJoZmbGyspKduvWjVlZWfTy8uKBAwcYHx/P0aNHs7y8nJ07d2ZeXh5dXV0ZEhLC2NhY2tvbs6SkRGiLxJGMiIigs7MzP3z4wI4dO7K0tJR2dna8evUqT5w4wfnz5/PatWutDkCr/u1qXQLUqv847du3D7a2tqirq0NcXBx8fX0xdepU3Lx5E56enpg9ezby8vKQnJwMLy8vzJ49W1gPu3jxYjx79gx5eXmYPXs2vL29cfPmTUydOhW+vr64du0a6urqYGtri7Vr1+Kvv/7ChAkTEBgYiLNnz0JVVRUWFhbw9/dHVFQUxo4di5MnTwrT3r169cKhQ4fw+++/Y+zYsYiKisLOnTsxaNAgaGhoIDw8HPv27cP48ePx119/wdfXF7/88gsaGxvx119/wc/PD5MnT8bNmzexePFiuLi44OPHj0hOTsbixYsxc+ZM3LlzB5MmTUJ1dTXatGkjBLRlZmaiTZs2qKiogJOTE6ytrSEvL4+rV68iIyNDWHMsiUeQSBL3ICsriwcPHmDmzJlQVVVFx44dBbpGSkoKHB0d8dtvv0FWVhahoaF49eoVxGIxmpqaUFdXJ8QqqKiowM7ODhs2bECHDh1w584dLF26FNOmTUNhYSESExOxdetWkMTz588xf/58HD16FPX19UIMhWRtvKSuUlJSQqxBfHw8VFVV0a5dOxw9ehQTJkzA3/72N0yYMAFeXl64e/cuevbsibNnz8LV1RXW1tawsrLCsmXL8Ndff6Ft27YQi8WQlZVFY2MjGhsbhX75cpOWlhb6rL6+Hunp6airq4OxsTH++OMPLFu2DAkJCbh+/TpSU1Ohra0NKysrPHjwAIGBgTA0NMTBgwdx4sQJvH79Gm/evEFSUhLq6uqEvu/YsSPKy8sFWoipqSmAz0t7zp49C3t7e9TU1GDJkiXYs2cPQkNDkZiYCFlZWYjFYiEIWXIeZWVlsW7dOpSVlUFGRgZNTU1C0Pu32vi9TdL3X/fD1/v+0fb1b2VlZSElJYXa2lohFkfSFsn3a2pqcO/ePdy8eRMrV65EeXk5RowYgYqKCuTn52PXrl0ICwsTsIlSUlLNELD19fWIiYnBokWL8PjxY3Tr1g0vX74U+n3hwoVYsmQJBg0ahGfPnqG6uhrLly9HaGgolJWVMWXKFGRkZEAkEmHw4MEA0Kz/pKSkICMj06xNX7dFRkYG0tLS+O233zBixAhYWlpCRUUFpaWlQvzBjRs30LZtW0hJSWHcuHHYtWsXBg0aBCUlJSQkJAht+vJ4kr9ra2shKyuLgwcP4tGjR/j/2PvrsCy3ru8X/9AhCoIgIQYqCuqyUFQEMTCWCipgYaBgYWAndveyu8UuQMUCwVZARQQUFenu7vn7Y72cP1m67ud+3ve5995rb77HwaEXk+u85jjnOMc1Y4zv9+nTp5SWlvLw4UNmzJhBWVkZhw4dIjk5mUGDBqGnp8fbt28xNzenS5cuLF26lPLyconu0tDQkOzsbNasWSPZ0rBhQ7KysggLC8PGxobk5GQ2bdokUVz27NlTqoMoLy+X6DF/vC8qKiqsX78eb29vACZOnIirqysARkZGfPr0SaLQlJGRoby8XKqVUlBQoLKyEhkZGYmqU15enpKSEuTk5CR6TvgzTan6fXJycpSUlEhtVVVVUlt1fJGTk5Nsl5OTo7i4uMb7f2yr/l31v9XpXXJycpSVldVoq6Yj/WtbdaypjmWVlZUoKCjUuPaP9KH/ipK5FrX4n0LtAqAW/ziMHj2ap0+fIi8vT6dOnTh9+jQ7duxg6dKlLFmyBF9fX3R0dGjZsiVXr15l7dq1LFmyhLVr13LlyhWaN2+Ojo4Ovr6+LFq0iKVLl7Jjxw5Onz6NmZkZ8vLyPH36FDc3Nzw8PNi/fz8HDhygT58+FBQU8OHDByZOnMi6des4fPgw27dvx87OjoSEBOLi4rC3t2fLli0cPnyYdevWMWHCBCIjI8nLy6Nfv37s27dPKm6dMWMGL168QFZWlq5du3Ly5El27drF0qVLWbRoEffv36d+/frShHbDhg0sWbKENWvWcO3aNYyMjLh48SIpKSnAn3nAa9asYdWqVWhra1NZWcnSpUuZMmVKjUnSr9C3b1/69+/P0KFDOXLkCAcOHODx48f06tWLb9++cfPmTdasWUNaWhqTJ0+mdevWrFu3TioiVVdXx8zMjIkTJ7Jw4UL69OlDt27daNeuHQcPHuT06dPo6urSo0cPZGVlmT9/PjIyMuzcuZPk5GTu3LkDwJEjR6Rr/hXm5ub07NkTS0tLysvLiY6OZuHChWzcuJG0tDTatGnDp0+fGDRoEF+/fqVTp068f/+ea9eusW3bNjIyMqisrMTDwwOAyMhIKY/+v8Ls2bORk5NDR0cHFxcXrl+/Tr169XBzc6NNmzacO3cOS0tLEhIS8PDwICEhgeHDh7Nt2zZcXV2lyX01QkJCOHXqFCtXruSPP/5gxYoV3L59G2NjYwwMDCgtLeXIkSMoKiqyZcsWEhMT0dTUlDjfPTw8KC8vx8PDg9TUVLy9vcnMzGTdunXUr18f+LNAdefOnf+WfX9FeXk5iYmJAKSnp0v+8+XLl/+t61WjoKCAkydP8vbtWyIiIgBYvnw5lZWVFBUVcfDgQTp27EiXLl2YP38+derU4cSJEyxduhRtbW2cnZ0ZPHgwAQEBzJ49G0VFRQYMGEB0dDT6+vpUVVWRlpaGqalpDV9o3LgxhYWF7Nq1i2vXrpGamsq8efM4c+YMISEhfPr0iZEjR7Ju3ToMDQ2RlZXlwoUL/5ZN1e+vtqW8vJxFixbx6NEj7t69i6+vr+QLhw8fZty4caxYsQJra2tSU1OZP38+FhYW7N27l6ysLKysrOjatevf3r9jx46Rl5eHq6sr/v7+FBcX4+7uTnp6OosWLeLt27fExcURHh4O/FmXMHv2bCIiItixYwetW7dGV1e3xnW1tbXZsGEDQUFBREVFSUxMERER2NjY8OnTJ7Zv305eXh4pKSm8fftWKjDW1NSkY8eOP/W1uLiY2bNn4+LiQlVVFa1atQL+pC8WQvD161cMDQ0pKSkhOzubFi1a8PnzZ37//Xc+f/5M06ZNyc3NpbCwkMaNG/PlyxepzdTUlPT0dCorK9HX15eKkD99+oSZmRkpKSnIy8vToEEDYmJi6Nu3L58+fcLCwoKEhARUVVWpW7cu8fHx9OrVi0+fPmFtbU1cXBwaGhooKSmRmJhIt27d+Pz5MzY2NsTExKCjowNAamoq7du35/PnzwwcOJBv375hYGBASUkJGRkZGBsbS7ZERUXRtGlT8vLyKCgooEmTJkRFRUm2mJiYkJGRQXl5Ofr6+sTHx/9bfleLWvyfoHYBUIt/HN6/f0/Tpk2pqqoiISGBLl26cOfOHYYNG4a/vz+tWrWioKCAjIwMOnTowMOHDxk2bBgPHz6kQ4cOZGZmSuI5jx8/ZtiwYdy5c0cqiq2qqqJp06a8ePGCoUOH4u3tTc+ePfny5QuKioro6uoSFBTEoEGD8PLyol+/foSFhUk73ydPnpQKJgcNGkRwcDDa2tooKioSFRWFpaUl3t7eDB06lBcvXtCkSROEEMTFxWFubi7Z8vjxY4yNjSkuLpZsuX//vmRLu3btJFtiYmKAP3cHrayscHV1pWHDhpSXl3PlyhWGDBki7foXFxcTFhb2030dN24cQ4YM4dy5c6xatYp169aRk5ODjY0N165dIzg4mOXLlxMZGUl0dDS5ubls376dunXrAn8WYPbu3Zvdu3dTVFTE0qVLmTBhwi+ZQJ49eyYxjVy4cIH09HQcHBz49u0brq6uvHv3TtpR/BF9+/ZFU1MTBwcHSktLefbsmfRvtS/cvXtX8oXevXtjaGgo3afqRYa9vb3ECtWtW7d/y+/s7e1RUlJi6NChGBkZMWfOHDw9PdHR0WH58uVYWlpKvvD9+3datGjB6dOn2bx5My4uLkyePJnXr19jYGCAsrIySUlJ3LhxgyNHjnD79m26d+9OnTp16NOnD5s2bSIlJQUvLy9u3bolLQRNTU2JjIyksLCQvXv3EhgYyN69e6lXrx6dOnXiy5cv5ObmAkgaB6tXrwb+5ISv3rEF8PPzq2Ff9a43IJ2EvX79GoDPnz9LTDfVxdPVwmwAoaGhNRaYRUVF0uQ+IiJCOqV49OgR6urqjB8/Hl1dXTp06EBQUBC7du3C398fBQUF+vXrJzHOvH79mrKyMm7evImjoyPFxcVEREQQHR1Ns2bNePbsGT4+Phw9epRnz57RtGlTKioqSEhIwMzMrIYvmJiYUFBQwJUrV5g8eTKNGjVixIgR3LhxA319fZKTk4mPj2fz5s0MGjQIRUVFiXXnV6isrOTFixcANG3aFD09PcmWwMBAdu/eTVhYGO3bt+e3334jLCyMfv364eXlhbOzM7169SImJkaKM6amply9ehUhBFpaWlhbW//yc5WUlLC2tiYxMZG0tDRsbGyQl5fHwcFB8u8fMW3aNKysrLC3t8fMzIydO3dibm5Oy5YtAViwYAEyMjJSXLC0tKRt27ZMnTqVP/74Ax8fH4YPHw4g6aTExcVx9epV6fRQV1cXKyurnz5bXl6eAQMGSEJb1Yvt69evM23aNEaOHEmLFi0oKSkhPT2djh07/hTjcnJyyMvLw8TEBH9/f4YNG4avry9mZmYkJCRQXl4u+YKtrS23b9/GwsKCb9++IS8vj76+vqTj4OXlhbW1NeHh4aipqaGpqcn79++xsbHBy8uLgQMH8vbtWxo0aICqqiqfPn2iV69eeHl5MWTIEF6+fEmjRo2QkZEhJiaG7t27c/v2bezs7Hjy5IlkS0pKCp06deLevXuSLW3btiU3N5e8vDzatGnDo0ePJFs6d+5McnIypaWlEo1pLWrxn0btOVMt/nH4UVWx+khWQUFBUmP9Uamx+ti4Oj2iWs0R/jwarn5f9XFz9SS5+v/l5eUoKipKx9SAdDRcfc3qY2vxvxQnq6GoqCgdU1f3qbrv1W0/HilX9/fHPlWrXf7YVl5eXqMN/uRNP3HiBIcOHSI3N5eIiAguXLiAvLw827Zt49GjRxw8eBA3Nzf27dtH//79sbGxqTHBqT56fv36tZSS0b59e3bt2kVycjK6urqcOHGCTp06cf/+fYqKipg2bRpnz56tMfmrvuagQYN48uQJBw4cYPPmzbx8+ZL09HRUVFRo164dLVq0YMuWLSgoKBAWFkZZWZm0WKusrKSqqoqDBw8ya9YsAIYNG8bbt2+lncYTJ07w/Plz9u/fL/X/6dOnODk54eTkxPTp0xk5ciRz5sxBRkaGQ4cOSX83ZcoUbt++zalTpxgxYgT37t1j/vz5HDp0CCUlJWbPnl3D5zZu3EhqaiqnTp0CYN68eXTq1AkrKysiIiKwtbVlw4YNTJs2jeHDh3Py5EmSkpIIDQ1l48aNHDx4kNmzZ7Ns2TIWLlwIgIKCAu7u7nz8+JE6depQUVHBmzdvePPmDe3bt+fKlSuUlJRIvvD9+3fu379Pz549OXjwIIsWLWLMmDHEx8dz9OhR6tWrR69evQgODqZ3794UFRWxf/9+xo8fz/v37zE0NOT06dO4urpy/Phx9PT0OHv2LP369SM1NRVFRUUOHTrErFmzyMvL48KFCwwbNozXr19LqQtHjx5l/vz5HDx4kPHjx0tqy1VVVezdu5e5c+dy+PBhXFxcePnypaTIeuDAAdzd3cnOzubkyZN06NCBR48e0aNHD6Kjo/Hz86NZs2b88ccf6OrqYmxsjKysLOHh4YSHh7NkyRK0tLRYvHixNCYGBgbIyckxduxYli5dKlHi+vj4oKGhwaBBg1BQUJB84dSpU7Rt2xZvb290dHRIT09n0qRJZGdn4+PjA8CiRYtIS0vDxMSE33//HRsbG968efNTDNq7dy9ubm58//6d/Px8UlNT0dfXZ8+ePXh6epKXl8fOnTupU6eOpGEhJyfHtGnTmDFjBpMmTWLcuHFcvnwZdXV19u3bR0xMDAEBAXTr1k1iz+ncuXONz921axdubm68f/+eNm3aUFZWxtevX3n48CHNmjUjJyeHHTt28OHDBxQUFIiKisLIyIhTp04hJyfH2rVradmypaRHMWfOHOzs7DA3N2ffvn00aNCAiooK8vPzGTNmDAcOHKC8vJxhw4ZhZ2cnLf6q6VXPnz8vUTLDnyd09+7do2fPnhw5coSioiJSU1M5ePAg7dq149ChQ0yaNAkVFRXU1dX5448/JEawv4tx1W3VKVbVbdVpP9Vt1TH5x9Shat/8MV7/NZZXq/3+NZZXp/NUVFTUiNfVY1PdVh2vf4zl1XH+7+L1X9t+VNb+sX+1qMV/ErVeVot/HNq0aUNiYiKysrI0bNiQ0NBQ+vTpw8OHD+nevTvfvn1DVVUVTU1NIiMjsbKy4sGDB1hZWREZGYmGhgaqqqp8+/aNbt268fDhQ/r06UNoaCgNGzZEVlaWxMREzMzM8PPzo2/fvgQFBdGsWTPKy8vJyMigffv2BAQE0L9/f168eIGxsTH5+fmS0qmHhwfW1tY8efKE9u3bk5WVRVlZGUZGRrx584a+ffvi5+dH586dSUpKQkZGBgMDA96/f0+fPn149OgR3bp1Izo6GmVlZcmWXr168eDBA3r27MmnT59q2NKjRw8ePXrEmDFjaNCgATo6Ouzbt4/p06ezfft2unfvLvH8BwcH07hxYxwcHKSf4cOH88cffxAdHY2XlxfXr1/H0NCQOnXq4Orqys2bNzl37hxRUVHUrVsXR0dHli1bRv/+/Wtcp/qnTp06DBo0CDs7O3x8fJg1axa3b9+mffv2eHt7M3jwYHbu3EnPnj2JioqiWbNm0hjfu3cPIQRmZmZs2bKFiIgIUlJSalzfzs5OmvwDXLp0iZ07d3LixAlkZWXp378/hoaGqKqqoqGhwb179+jRowdubm6cPn2akydP0rZtWz58+ICdnR3Lli3D2toaGxsbMjIyOHv2rHRtS0vLn+wzMjLC1NQUBwcHScuheoIL0K5dOxo1aiTtbp89e5YtW7awa9cu9u/fL9GE/v7776xZs4aLFy8SHBxMZmYmLVu25N69e1hbW/Po0SNatmzJjRs3pHSGO3fuSNoFpaWlvHz5El1dXUJDQ7l8+TJjx45lwIABbN++nezsbG7evElsbCyNGzdm9erV9OzZEzs7Ow4dOkRCQgKPHz/mw4cPdOjQAXd3d+zs7GjdujV79uyhWbNm+Pr6kp6ezu7du6msrGTHjh0UFhaSlZXFgwcPqF+/PleuXKGyspKtW7dSUlJCcnIyL168QFlZGV9fX8rLy3nw4AEtWrTAy8sLTU1NYmNjCQ8P/8mvv3z5QmRkJHZ2dhw/fpyqqiqUlZWxs7NDQUGB3Nxc4uPj2bRpEw8fPpSUcU+fPk3z5s2pqKjgwoULrFu3TvKFb9++SRSjx48fl7QylJSUpDFt1KgRnTp1QkVFhd9//x0FBQVJLTswMFBKf7KxsWH27Nn07duXK1euYGtrS3BwMHPmzGHJkiX4+PjQrVs33rx5g46ODocPH2br1q1kZ2czZMgQCgoKOHz4MO/evSMgIIBz586RlpaGjIwM9vb2Un+aNWvGuXPnyMjIAMDa2pr169czcuRIPnz4QExMTI0YZ2FhwcePHxk8eDC9evUiLi5OUuV1cHCgR48eaGtrS9cPDw+nqqqKESNGYG5uTnx8PMHBwSQlJREWFsbatWsZNGgQampqdO/eHfjzBMjDwwMDAwNGjhxZ45n49OkTpaWlrFixgl69etG7d28eP35M7969OXDggJSSN2TIEHbt2kX//v2JjY1FSUkJTU1NIiIifvIFdXV11NTUpBj34MEDrK2tCQsLQ0dHB3l5eeLj4+natSuPHj2iT58+BAcH06RJEyorK0lNTaVDhw5SvH758iXGxsaS8JupqSnPnz+nf//+PH36lDZt2pCdnU1JSQktWrTg9evX9O3bF39/f2mnXghBo0aNePfuXY14XW2LtrY2Hz9+rGFLddysW7cuX79+xcLCQrLl48eP0ilxfHw8v/322//492YtavET/q+sOK5FLf5PUM0C9Pvvv4sHDx6Iffv2iRUrVoi3b9+KAQMGiLi4OOHg4CACAwPFtm3bxNq1a8WrV6+Era2tiIuLE7a2tuLVq1di3bp1Ytu2bSIwMFA4OjqKuLg4MWDAAPH27VuxfPlysW/fPvHgwQMxduxYERMTI3r37i3CwsLEvHnzxPHjx8WtW7fEpEmTxLdv34SVlZX49OmTcHNzExcuXBAXL14UM2bMEJ8/fxZWVlbi27dvYvLkyeLmzZvixIkTYu7cueLjx4+id+/eIiYmRowbN07cu3dP7N+/XyxdulS8e/dO2NjYiLi4OOHo6CgCAgLEjh07JFsGDx4s2fLy5Uuxfv16sXXrVvHkyRNhb28v2RISEiIMDAzEpk2bxIIFC4SysrIoLCwUDRs2FOXl5eLRo0fi4sWLNe5vaWnpTxSDTZs2FVFRUUJVVVW0bt1a2NnZiZKSErFz504RGRkpOnbsKIqKisSgQYNEcnKy2Lx580/jVlxcLBQVFUXjxo0lqsnXr1+LwYMHCzU1NZGVlSVGjhwpAgMDhaenpygrKxOmpqaitLRUVFZWitzcXFFSUiKKiopqXLeoqKgGbaSzs7MwMjIScnJyQlZWVrRs2VKoqamJbdu2iXXr1omXL1/+5Atr164V27dvF58/fxbZ2dmid+/eQggh0SdevXpVhIaG/lv+qaioKAAxePBgsW/fPqGnpyfq1KkjAGFqairk5eXF5MmTxYkTJ8SWLVvEvHnzhKKiomjXrp349u2b6Ny5cw1fUFFREfn5+aJBgwYiLS1NjB8/Xnh6eoq7d++KYcOGiZycHKGlpSWys7OFvb298Pb2FleuXBHjxo0ToaGhoqKiQjRu3FiUl5cLHx8fcfToUVFaWiosLS1FYWGh6NOnj8jJyRGvX78WO3fuFPn5+ZJfV9NnPn36VBw9elSsXLlSREREiOzsbGFlZSWysrJEVFSUWLx4sSgsLBRz584V4eHhoqKiQujr64vY2Fgxc+ZMUVRUJJYsWSLevXsn+vXrJ9LT00VKSoqYOHGiOH/+vPD19RW2trYSJWd2drZwdHQUXl5eQk9PT3z58kW0bdtWFBcXC3l5edGuXTuxcuVKsWfPHlG3bl0RHBwsrK2thZycnGjevLkYM2aMOHr0qNDQ0BDPnz8Xurq6ki/Y2tqK3bt3C0D4+/uLJk2aCBUVlb8dz8rKSjF48GCRlJQktmzZIoqKikRJSYlwcXERRUVFQkdHR1RUVAh/f39x/vz5GtSPcXFxYtiwYeLZs2di8+bNwt3dXTx8+FAYGRkJU1NToa+vL54+ffrT81ZcXPxTP/Lz88WECRNEYWGh6N27t4iIiBDLly8XxcXFNWJcnTp1JAYwfX19oaurK9TU1ERoaKhE4/tX5OTkiMrKSmFjYyMqKiqEn5+f2LNnjygpKREDBw4UgESDXE0XWh0XFBQURFlZWY3r/egLvXv3FgUFBUJZWVksXrxYrFu3ThgaGv4U46pZvNasWVMjxtnZ2YkXL16IDRs2iC1btvwU44KDg4WHh4fYs2ePePTokRgzZoyIiYkRffr0ER8+fBALFiwQx44dEz4+PsLZ2VlER0cLa2trERkZKWbOnCnOnz8vrly5IqZOnSqioqKElZWV+PLli5gyZYq4fv26OH36tHB3dxcRERHC2tpafP/+XYwfP174+vqKgwcPisWLF4v379+Lfv36idjYWDFq1CjJllWrVok3b96IQYMGSb7w/PlzsXnzZrF582bx7NkzMWLECBEXFycGDhwogoKCxKpVq8Tu3buFn5+fGDRoUC0LUC3+46hdANTiH4MfaUDnzJlTgwY0LS1NGBsbi9jY2J9oQJOSkkTLli1FUlLS39KApqWl1aABnTNnjjT5yMzMFAMHDvxbGlBLS8u/pQHt3Lmz+Pjxo1ixYkUNGtCsrCzRtm3b/y0a0JYtW4rExEQxbtw4cfPmTXHhwgUxefJkERcXJ9mirq4u3NzcxM6dO4WysrIARFFRkcjOzha2trbi9evXYu/evdK9raysrLEAqOaJf/PmjejcubOoW7euSEpKEnZ2dsLf31+cOXNGTJ8+XcTExIiqqippsl5aWvrTuBUXF0vc+WvWrBHu7u5CXV1dJCcnCzU1NWFmZibevn0r1q9fLzZs2CDCw8MlHvD8/HwxevRoERgYKC5dulSjv4WFhVJ/FRUVhby8vABEamqqkJeXF6ampuLFixdCRUVFXL9+XYwbN07IysqK4uJi0bJlS/H582exdOlSUVZWJlxdXUVKSorQ09MTeXl5YuTIkaKqqkqUlZUJd3d3kZSUJH3u36F6ASAnJyfd81evXgljY2OhoKAgkpOThaKiolBVVRWqqqri6dOnwtzcXOLSl5OTE+7u7uLAgQPi4cOHok+fPqJu3boiNzdXWFpaijdv3oitW7cKDw8P8fHjR9GhQweRm5srOnbsKEJDQ8WqVavEpk2bRFBQkOjdu7coLi4WmZmZwt7eXlRUVIi9e/eK169fSxOz3NxcMWTIEFFeXi5OnDghAgMDRUlJiejYsaPIzc0VFhYWIiwsTKxdu1aUlZUJJycnkZ2dLQoKCkTXrl1FRUWFuHv3rrhy5YpwcXERiYmJwsTERBQXF4vKykrh7+8vjh8/LmbPni2+f/8uSkpKhImJiUhMTBSTJk2SqB+HDRsmsrOzha6ursjIyBCjRo0S5eXlYuXKleLDhw/SAsDAwEBERkaKuXPnil27donHjx+Lfv36CWVlZZGeni66du0qAgMDhaqqqvD29hZ2dnZCRkZGZGVlSTS31eOiqqoqUcn+K5SWlkp+UK3lUFpaKtq2bStycnKEjY2NCA4OFtu3bxeLFi0SUVFRomXLlqKwsFAoKioKJycncfXqVaGsrCzU1dWFrKysyMrKEjIyMpJ2wv79+8W4ceN+uQA4e/asePr0qUS7m5+fL3r37i1evXol9u7dK5YuXSo+ffokWrZsKdEOv3v3TgDi2LFjYtSoUaJOnTq/fC7nz58vkpKSpEX24MGDa/jCwIEDRXJysqhTp45QU1MTcnJyYunSpWLx4sXSc/fXBcCBAwfEixcvRFVVlSgqKhJt27YVkZGRQl5eXuzZs0fMmDFDqKmpiezsbNGsWTMRFxcnXF1dxZkzZ4SPj48YOXKkSEtLE02bNhXJycnCyclJ3Lx5U1y6dEk4OzuLxMRE0bRpU5GZmSmGDRsmHj58KI4fPy7c3NzE9+/fRfPmzaVxefbsmdi9e7dYsGCB+Pz5szA1NRW5ubmiR48eIiQkRGzatEmsWrVKhIaGCjMzM5Gbmys6dOggxeutW7eK169fCysrK5Gbmytat24tvnz5Ij2j1fcoOztbGBkZidjYWDFlyhRx5swZ4evrK0aPHi1SUlKkeD1hwgRx9epVceXKFeHs7Czi4+NFy5YtRWpqqhg5cqTw9fUVp06dEm5ubsLX17d2AVCL/zhqU4Bq8Y/D7t27GT58uJQzvm7dOoYOHcqzZ8+YNm0aLi4uJCQkEBISwvz58xk7dizPnz9n7NixLFy4kHfv3pGQkICLiwvTp0/n2bNnDB06lHXr1nH//n3KysoYPnw4S5cu5eHDh/Tv35+9e/dy6dIlNDQ0sLKyYtOmTfj4+NC7d2/Onj3L4cOHMTY2xsTEhP3793PhwgWsra3x8vJiy5YtmJubo6WlxYULFzhw4AB9+/bl4cOHLF++nKFDh1JZWYmvr69EZ/n06VNmzpzJxIkTSU1NJSQkhIULFzJq1CieP3/OuHHjJErTuLg4pkyZwpQpU6RCuOriyDVr1hAQEECPHj3Izc2lX79+nD9/HlNTUyZNmkR5eTnFxcVYWlpSVVWFoaEhhoaG/PHHH2zfvh0HBwfS0tJIS0ujW7du1KtXj4KCAoQQbNu2jSFDhlBaWkpZWRmfP39mxYoVEt1iUVGRVBeRlZXF+PHjOXHiBDdu3CAgIABzc3O+fftGcHAwa9aswd3dHTk5OfLz82nfvj0vX74EYNmyZRKLSklJCVVVVXTv3p28vDypvw0bNkRPTw9DQ0O6dOmCnp4e+fn5nD17lp07d2Jvb4+bmxtNmjQhLy+P8vJysrOzKSoqYu3atTg5OTFp0iRCQ0OxsbHh1KlTPH36lFOnTrFlyxZ0dHQoKCjAzMyMoqIiKioqpBSc4uJiiUrR0NAQfX19tLW1MTQ0ZOTIkRQXF6Orq8uYMWOIiorCw8ODvXv34uTkhI+PD2ZmZsTHx+Po6MjIkSOZOXMmNjY2Ug55cXExmZmZFBYWkp+fLzGJVKcpZGdnS7Um1YwpXl5eEiOJgoICXl5elJWVceHCBQ4ePIiRkREyMjJs3boVZ2dnhBAUFhZKhe0VFRWoqqpKxa2enp4oKiqSm5uLoaGhpHyck5NDamoqu3fvZtq0aQQEBNCsWTM+fvzIjRs3KCsro1+/fixevJicnBwCAwMZOHAgkydPJi0tDV9fX5YtW0b79u0JDQ2la9euUhpNaWkp2dnZlJWVkZeXhxCC4uJi/vjjDwBu3rzJ58+fycrKwszMjOTkZHx9fTl9+jSzZs3i7du3NGrUiA4dOmBra8u7d++kcdHS0qJRo0YSJeePKC4upqqqioKCAoneMjAwkCNHjrBo0SKio6N58eIF5eXlqKio0KpVKxQVFenUqRNubm74+fnRqFEjIiMj8fT05PXr18yePVtKM+nQoQONGjVCS0sLQ0NDtm7dSmBgIIaGhgAUFhZKnz98+HC8vb358uULhoaGVFVVcfz4cc6cOcOkSZMoKioiJyeH8vJy6tevT3Z2tvQcr1u3jhcvXqCpqVnDvvLycsrKyti4cSN169bF3NwcGRkZtm/fXsMX6tevj7m5ORkZGfTq1Yvw8HA8PT25ePGi5OvV/a2srKSgoIAJEyawb98+oqKiMDQ05OHDhwwYMAA9PT1WrVrFmDFj6NKlCwoKCuTn56OkpCTl1ldTdCoqKpKfn4+ysjJlZWU1aDWr2xQUFCguLpboMqvbCgoKpGtXt1Xn6RcUFNR4f3WdUTV18o9tFRUVCCGka/34b7UqejUF74/XrqioQENDg4qKCo4ePYq9vb2kMD9r1iw+f/7M169fmT59OpMnT+b58+cMHz6c5cuX8/TpU7Kzsxk1ahTbtm37n/zKrEUtfo3/GxcftajFfwvVJwCenp7Cw8NDHDp0SFy/fl24ubmJsLAw4eDgIIKDg8WiRYvE6dOnxcWLF4W7u7t49+6dcHBwEO/evRPu7u7i4sWL4vTp02LRokUiKChIODg4iLCwMOHm5iZu3rwpDh06JDw8PMTLly/FqFGjREREhHB1dRV3794Ve/bsEevWrRNPnjwRY8eOFZGRkWLixIni0aNHYuvWrWLr1q3C399fTJgwQURGRoqxY8eKwMBAsX79erF7927h6+srXFxcREREhBg1apR48eKFWLlypTh06JC4deuWmDFjhggLCxOOjo4iKChILF68WJw4cUKy5f3795Itc+fOFRcuXBBnzpwRCxcuFMHBwcLBwUF8+PBBuLm5iczMTEklc968eUJBQUGEhoYKQDRo0EA0a9ZMPH78WFJTrqysFAkJCUKIP9MOqlVrf0RUVJSYOHGimDNnjmjfvr1QVVUVRUVFQlFRUUyfPl3cunVLHDx4UBQVFYkFCxaI4uJiERsb+9N1bG1ta6Q+1K9fXxgbG4tNmzYJGxsbYWFhIWxsbISCgoKYOXOmuHbtmjh69KhYvny5ePXqlaioqBBOTk7/pc9U74b++NO7d28BCA0NDdG6dWvRvHlzoampKZ4+fSo0NDQkX7h169ZPvlBUVCS6du0qoqKixJ49e0RhYaFYvnz5L+/V/w6eP3/+y/6qqqqKDh06CEC0bt1aaGhoCEtLSyEnJycsLS2FtbW12L59u2RLjx49hLy8vBg9erTw9fUVDRs2FE2aNBHHjx8XU6dOFfLy8qJ3796iTp06ol27dmLevHli3LhxwszMTCgoKAg7Ozvx/PlzUb9+fdGyZUthbGwspc307t1b6OnpicDAQNG6dWthZGQktLS0RGBgoLC3txcKCgrC3NxcjBo1Shw8eFDo6OiIhw8fCi0tLcmWJUuWiDVr1ojWrVsLdXV1YWVlJdnC/0oTMzAwEICwsLAQsrKyP92XV69e/Y/c84qKCpGSkiIKCgpEfn6+GD9+vLQrO2rUKPH8+XOxatUqsX//fuHt7S2mTp0qFBQUhL29vQgMDBRaWlrCyMhIAMLMzEwoKipKPvbjz7+zmxsTEyNGjhwpXr58KQYMGCCaNm0qCU5ZW1uLPn36iObNmwtPT09haGgoqTH/6NcjRoz46bpVVVUiLi5OlJaWips3b4ojR46IFStWiAEDBojw8HDRr1+/n3yhWgn4r8jOzpZOKr59+yacnJxEYGCgGDBggGjcuLEUF3r37i10dXVFaWmpiI6OlmLc9OnTxcePH6UYt2TJEnHixAlx6dIlMWfOnBoxbt68ecLT0/OXMe5XcWHkyJEiPDxcuLq6ijt37oi9e/eKNWvWiKdPn4oxY8aIyMhI4ezsLB49eiS2b98uNm/eLB4/fizGjx8vIiMjxbhx40RAQIDYsGGD2LVrl7h3756YNGmSiIiIEKNHj5Z84cCBA8LLy0tMnTpVsuX169diyZIlIjo6Wqxfv14MGDBAhIaGCgcHB/H27Vsxb948cf78eXH27FmxYMECERISItkya9YscfXqVXHs2DGxfPlyceHChdoTgFr8xyEjxP8qaa9FLf4fjvDwcNq2bcv06dPp2bMnubm5FBUV1SisffLkCW3atCE9PZ3y8nIMDQ15//491tbWBAQE0LFjR+Lj45GXl0dbW5vw8HCsrKzw8/Oja9euREdHo6qqirq6OlFRUfTo0QN/f3969OjBp0+fqF+/PkpKSsTGxtKlSxceP36MlZUVoaGhEq92SkoK7du358mTJ/Tu3ZugoCAaN25MWVkZWVlZUtFZnz59ePnyJc2bNyc/P5/CwkKaN28u2fL06dMa/NCNGzcmJCSEPn36EBAQQIcOHUhISJC46X9li4qKCvXr10dfX5+7d++yb98+Ro4cSXx8PCNHjkRVVRUHBwdMTEyIiopi3759LFy4kPDwcOTk5GjdunWNMfjy5QvDhg1DRUUFe3t7Dh8+zKdPn2jRogUvX75k27ZtTJgwgc+fP+Pg4MC7d+/w9fVl/fr1Na5jZ2cniQMBmJmZMX36dPbv30/Lli2ZMGECqqqqPHz4EAMDA75//46BgQE9e/bkxYsXtGnThjp16kgnGwUFBRgYGPzkM+/fv6djx44MGDCAjx8/kpiYiLe3N7a2tnTo0IF+/fpRUlKCgYEBW7duZezYsXh5efH8+XN27txJq1at6NSpEyEhIbRq1YpevXqxYcMGnJycKC4uJjQ0FEdHR8LCwjAzM+Pt27d06dKF9PR04E9u9f8OXrx4gYWFBUOGDOHNmzekpaVJolZubm4Si9CjR49YsmQJrq6uHDt2jEWLFmFqaoqJiQm6urq0bduWsWPHcurUKWbNmiWNaU5ODs7OzkycOJFLly7x8uVL5OXluX37Nnl5ecycOZM1a9Zw8uRJJkyYwJIlS0hNTUVOTo7AwEA6dOiAvb09jo6OLFmyhIKCAgoKCjA0NGTbtm2cOnUKZ2dnTp06xalTp2jQoAGtW7dmx44d2NvbM2jQIGbPns3mzZs5evQoXbp04d69e6xYsQIXFxeOHj2Kk5MTDg4OyMnJcfnyZc6ePcvUqVORlZVl+PDheHp6AvDq1StJqOvfRVpaGrKysjRo0IA3b95gZmZGaWkpFy9epGfPnpSUlBAeHk6dOnUkXQtbW1tWr15NREQEHz58YNmyZZibm3Po0CEmT57M4sWLiYuL4+DBg+zZs4f169dz8uRJbG1tMTQ0pFWrVjx69IiPHz/Spk2bGv2pJgfIzc2lSZMmbNq0CQsLC168eMG4cePw8/MjMTEReXl5zM3NkZeXx9PTk8ePH7NgwQICAgJQVFTk9u3bXLhwAVtbW0aMGMH169drfM6TJ08k3YRnz57x/ft3zM3NUVJS4uLFi/Tp04cXL17U8IU7d+5gZGT00z18/Pix5GcNGjQgPj6eHTt24OTkxI0bNygtLaW0tJQePXpI1Ld9+/Zl7ty5FBYW0rJlS169elUjxmVmZlJWVvbfinFdunTh+/fvUoz7/PnzT/FaXV0dVVVVYmJi6Nq1K/7+/lhaWkpFt7KysiQlJdGpUycCAgKwtrYmJCQEQ0NDysvLyczMxNTUlGfPntGnTx9ev36NkZGR5PfVtvTu3Zvnz59jYmLCmzdv6NChA02aNOH+/fv06dOHwMBA2rVrR3JyskReERYWRq9evfD398fMzIyYmBipGPrp06ccPnz4lz5Ti1r8T6E2BagW/zjUr19f4iRXUVEhMzMTfX19YmNj0dbWJi8vDzk5OZSUlMjOzqZhw4bExcVJypaKiorIycmRl5eHjo4OsbGx6Ovrk5mZiYqKCgD5+fnSl5uBgQFpaWnUqVOHyspKiouLqV+/PomJiZJarrq6OmVlZZSVlaGurk5KSgr6+vokJiZSv359SkpKqKysRE1NjdTUVAwMDIiPj0dLS0viXldVVf3Jlvz8fMmWrKws9PT0JFuys7NRVFREXl6evLw8tLW1iYuLq2GLjIyMdDSvrq6OrKwsZmZmtG3blpKSEtq2bcuJEydYuXIlp06dYuHChdKX8V8n/9XQ0NDAxcWFK1euSCq+a9euxcvLi7Zt21KvXj1at25NZWUliYmJrFu37m/HUkFBgS1bthAcHCxN9KysrHB2dubTp0/o6emRkpLC8+fPUVFR4c2bN0yZMoXMzEwiIiKkNJOioiJevnwpUQr+FQ0aNEBZWRmAESNGsG3bNoqKisjKymL//v3ExcWxbds2mjdv/tN7T5w4IU2a4c9JfWBgIHJycvz2229UVFSQmJiIEILk5GQASkpK/kvhtX8FbW1tiV4xNjaW+Ph4Ll26hJOTE1lZWRQVFTFmzBg2b97M2LFjJYacL1++EB8fz+TJk9m0aROurq6sX7+ejx8/UlxcTN++fXFzc2PNmjXY29vToEEDMjIy0NTUxN3dnd27d7Ns2TLGjBnDjh07SEhI4PPnz4SFhdGnTx9+++037O3t+eOPP8jMzOTNmzckJCQQGxuLoqIisbGxVFZWkp6ejpaWFnl5eaiqqqKgoIC+vj6jR4/G1dWVTZs24ejoSHBwMIMHD5bUaxMSEjAxMUFNTQ0lJSXatm1LYmKiROXYsGFD4E8xwF9NTv8rFBcXS+OSnJxMVVUV165dY8SIEeTk5FBVVUW/fv2Ql5fn69evnDhxgtGjRxMWFkZVVRW//fYbt27dYt26dQwfPhxFRUW+fftGQkIC1tbWuLu7s2TJEok3X0VFhQYNGvxtf0pKSqQ0nurUnZycHBYvXoyfnx9VVVX4+/vj7OyMq6urJHamqqqKnJwcOTk56OjooKCggK2t7d9+TkJCAo0bN0ZOTg4tLS3p93PmzGH16tU4ODj85Au/WrxW6y+EhYVRXFzM7t27uXr1Ku7u7jx48IA6depw/fp1ysvLa4hZ2djYICsrS/fu3dm7dy8rV65k7NixzJo1q4bGxfnz51m6dCljxoxh0aJFXL16lebNm6Ovr4+Pjw/u7u6MGTOGFStWcOzYMczMzFBWVubx48dMmzaNiRMnsnr1arZs2YK1tTUlJSW8ffuW8ePHM23aNNatW8eKFSsYMmQIKSkpfP/+HQcHB+bNm8e6deuYM2cOo0aN4tOnT2RlZTFgwADWrFnD2rVrcXV1xdnZmdevXyOEoEePHuzevZuVK1eSmJgoxetJkybx8eNHHj58KMVrHR0dcnNzpXidm5uLjo4OcXFx6OnpkZWVhbKyMrKyshQUFEhCfrWoxX8StQuAWvzj0KRJEzIzM5GVlaV+/frExMTQoUMHQkNDadOmDcnJySgpKVG3bl0SEhJo164d7969o127diQkJEiTi+TkZExMTAgNDaVDhw7ExMRQv359ZGVlJSrGDx8+0LFjR758+ULDhg2prKwkLy9PynM2MzMjMjKSRo0aUVxcTHFxMYaGhkRGRmJmZsbHjx9p1qwZ+fn5VFRUoKury5cvX+jYsSMfPnygZcuWZGdnIyMjg6amJtHR0ZItJiYmpKSkoKioKNny22+/SbYkJibWsKVNmza8f/++hi3y8vKkpaVx7NgxduzYgbe3N6tXr5ZUS79//06zZs1wdnamffv2rF27FmVlZRo2bIivr680oa2GgYEB/fr14/Tp06SnpxMWFkbHjh0JCwujRYsW5OTk4O/vj6amJocOHWLo0KES7z1AcHAwkZGR0uuqqipCQ0Pp1q0bPXr04Pz582zevJnjx48TGhrKzp07mTx5MgYGBjg4OPD+/Xvy8vIIDg7G2dkZExMTtLW1admyJQYGBhId51/h6enJt2/fgD8FsN6/f09ubi5fvnxh/vz5REZG4ufnx4oVK7hw4QJHjx6le/fuyMrKMmXKFDZs2MDly5epqqri/PnzjB07Fm1tbWJjYyktLSUkJARZWVn69OnD0aNHa+RI/+/g1KlT0gQqODgYgIyMDL5+/VpD7CskJARdXV0WLFjA3r17sbe3Jzw8nMOHDxMREUFZWRkxMTE0b96cr1+/smPHDrZv387Xr19RUFCQ1EoNDAzIy8sjLy+P9+/fc//+ffz8/Dh48CCxsbGMHTsWFRUVVqxYQWlpKeHh4bRp04b4+HiGDBnC58+f2bdvH58/f5YUmlu2bMm3b9/YsWMHmzZtYteuXfj6+hIWFoa2tjYKCgokJCQQGRnJjRs3kJeX5/3792RnZ/Plyxe+fv1KVlYWoaGhVFZWkp+fz65duwD4+vXr36pF/ytkZ2eTk5PDwYMH6devHwBr165FUVGRT58+ERwczKFDh7h58ybjx4+nQ4cOREdHo6mpiYyMDNnZ2VJc8PPzQ1VVFWNjY75//y6N1/v37yWu+KioKC5duvRTP6prGapVX3V1dVFVVaVTp074+fmxf/9+nJyckJGRYebMmRw9epTMzEzpRCsyMpIDBw4wceJEXrx4UUPg7VcICgqiQ4cOKCoq/vKkTF5entatW9fwhV8tYDU0NFBXV6dZs2bIyckREhJC48aNOXPmDM2aNeP06dMsX76cS5cu8ezZM/7flmDQsGFDLCwskJGR4cmTJyxbtozly5czZswYzp49K4l/AUyaNIndu3fj5OTEoUOH6NmzJ2lpaWRkZNCjRw+OHDmCk5MTO3fupG/fvnz//p3i4mI6dOjA7du3/2+2tBb/X0CtEFgt/nHw9fVl+vTpfP36lU+fPmFnZydNMFauXMmUKVMIDg6mpKSEAQMGsGfPHrZs2cLSpUtxd3cnICAAJSUlevXqxbFjx1i/fj3z589n+fLl+Pj40LBhQzp37szly5dZvnw58+bNY8OGDXh6etK6dWtpN2r+/PnMmzePbdu2cezYMamYzs/Pj+nTp7NgwQJ2797Nnj176NevH7m5ubx69Ypx48bh4eHB7t272bx5Mw4ODnz//p2IiAhGjBjBxo0b2bVrF6tWrWLy5Mm8f/+eoqIiBgwYwB9//MHWrVtZunQpc+bMITAwEEVFRXr16sXRo0fZsGEDCxYsYOnSpdy9e5cGDRrQpUsXLl68SFBQEPPmzePjx48EBgaSmprKs2fPePDggVQQuHPnTrZu3Sr1V0tLi/Hjx3Pq1ClKSkpYu3Yt69atY9q0adJ4TJ48GT8/P/z9/UlKSmLDhg2cPHmS4cOHM2rUKHbv3o2rqyuLFi3i6dOnkijTjxMMFRUVlJWVpYlMw4YNGT9+PCUlJQwdOpTU1FRsbW359OkTb968ISIigufPn9OxY0dmzZqFi4sL8CdHubu7O/n5+Vy8eJEzZ86QmJhYw390dXVp0aKF9FpDQ0M6Rdi1axf16tVj0KBB6OrqUlJSQuPGjQkNDcXPz48GDRpw5MgRbGxsgD+Fozw8PJg3bx59+/alYcOGuLm50b17d7Zv3869e/fw8/MjICAAZ2dntm/fjpeXFzNnzgRg6tSp7Nu3T9rt79Sp00/9Bdi8efPfPg/btm1DQ0MDOzs7NDQ0sLe3R01NDQsLC1auXImysjKqqqrSPdLR0aFPnz54eHjQoEED2rVrR7169aiqqmLcuHHSPTIyMmLnzp0A0ilW9bjLy8ujoaHB4MGD0dDQwNHRETU1NSwtLVmxYgVKSkrUqVOnxqnJgAED0NbWpkWLFqiqqqKoqMjgwYOl8f727dvfThir+/Ej/lrc+iuMHDmSc+fOYW1tTf/+/Wnbti3Kysr4+/szduxYRo0axe3bt+nbty+///47qqqqWFpa4ubmhqWlJbq6unh4eDB69GhKSkooLi7GwMCAmzdvYmRkxOvXr6lbty5jx479aUz+igYNGjBx4kSOHj3KuHHjWLRoEfv376e0tBRVVVU2btxIREQEJ06coGPHjty6dYu4uDiUlZVJSUmhpKSEixcvsnfvXslH6tevz5AhQ2o8S8rKyrx+/ZqSkhIeP37M3LlzOX/+PBs3bqR3797An6dKqqqqJCUlYWVlhby8PL1796ZNmzaSL1SfhgLk5uayc+dObGxsWLx4MRcvXsTV1ZVr165JJAyLFi3C0tKSpk2boqWlhYeHBw8fPvwvx+jfxa8Uxf+vRk5ODuHh4ejr69O+fXvpO8LR0ZFjx45JBAstWrRg586dEnnB9evXOXz4sCTyduzYMS5fvsyIESN4+PAhW7duZcCAAWRnZ3Pt2jXpVKYWtfiP4v++8oNa1OK/h+oi4Dt37gh3d3dx5MgR8eDBA+Hg4CBSU1OFqampiImJEa6urhIN6Lhx4yR6wsTEROHk5CTRgLq6uoqYmBhhamoqUlNThYODg3j48KE4cuSIcHd3F1FRUaJ9+/YiIyNDDB48WDx79kzs3LlTLF26VISFhQkzMzORmZkprK2tRVBQkFi/fr1Yt26dCAkJEZaWliIzM1N07dpVfPjwQaIBff78uRg4cKDIzMwU7du3F58/fxbz5s0Thw4dEo8ePRL29vYiLS1NmJqaiu/fv4upU6dKNKBOTk6SLQkJCWL8+PESDaiLi4uIiYkRJiYmIiUlRTg6Oop79+6JY8eOidmzZ4svX76Idu3aifT0dDFs2DDx6tUroaqqKnx9fUWfPn1EUlKS0NLSEunp6WLMmDHi6tWrom7duiIqKkoUFxeL8vJy0a1bN1FSUvLTuBQUFAhdXV0RHh4uAHHgwAExc+ZMUb9+fSEvLy8KCwtF165dRVBQkNi+fbtYt26diI6OlugVq7n3/wo1NbUaRZR79+4VEyZMEFFRURI3vqWlpXj58qXE0+7g4CDS0tJETk6O6NOnjygpKZE40H/kQv87XnQh/iyAtrKyEj4+PgIQDx48EObm5iI1NVUoKCiI+vXri/Hjx4v9+/eLunXrirCwMNG1a1eRmZkp2rZtK8rLy8WZM2fE9evXRUlJiTA2NhbFxcXCyMhIos68du2amDdvnoiOjhYVFRWiY8eOIjExUSxZsuTf7uf/F/HjWM6fP18kJyeL9u3bi4KCAjFixAgREhIijh07JlauXCliY2OFoaGhqKioEIWFheLNmzdi8+bNYvXq1eLdu3eiW7duIjs7W3Tt2lUEBweLJUuWiM2bNwt1dXURHR0t6tevL2RkZISmpqZwdXUVW7ZsEb6+vqJbt26isLDwv93nqVOniri4OGFiYiKKiorEt2/fxIIFC8SOHTvEmzdvRNeuXYWsrKwwMTERkZGRYtKkSWLHjh01qHk1NDT+5Wfk5uaKSZMmCR8fH3Hp0iUxbtw4iRa4Y8eOIiwsTEyfPl1s2rRJPHz4UJibmwsZGZlf2uPk5CTy8/OFqampqKyslGLcokWLRHh4uGjdurXIzMwUDRo0EAMGDBDe3t7i9OnTYsaMGeL79+/CxMREZGRkCDs7O/H48WOxf/9+MW/ePPH582fRrl07kZWVJfr16ydevHghtm/fLjw8PMSHDx9E165dRXZ2tujRo4d49+6dWLNmjdi0aZN48+aNsLa2FtnZ2aJDhw4iMjJSLFq0SOzZs0c8efJEDBo0SGRmZgpTU1Px7ds3MWvWLHHs2DHx8OFDKS4YGxuLuLg4MWnSJHHhwgVx8+ZN6TvC2NhYoor29vYWZ8+eFVOnThUxMTGidevWElW0v7+/OHjwoJg7d66IioqSqKJtbGzE8+fPxfbt28Xy5cvFx48fRefOnUV2drawsLAQb9++FevWrRPr168XwcHBwtLSUqJuDQ8PF0uXLhU7d+4UT58+FRYWFrVFwLX4j6M2BagW/zjs2LGjBg3o+vXrGThwIE+fPsXV1RVXV1dJ0XLBggU4Ojry7NkzHB0dWbhwIW/fviU+Ph5XV1emTJnC06dPGThwIOvXrycwMJDS0lJGjRqFq6srz58/p3fv3uzZs4eLFy+iqamJlZUVGzduxMfHh549e3L27FkOHTpEq1atMDExYd++fXh6etKzZ0+8vLzYvHkz3bp1o0GDBnh6enLgwAF69erFw4cPWbJkSQ0a0A0bNjBgwABpp9zZ2ZmUlBSCg4NZuHAh9vb2PHv2jFGjRjFv3jxCQ0OJjY1lypQpTJ48mWfPnjFkyBDWrl2Lv78/RUVFODg4sGDBAvz9/enTpw/bt2/H09OTP/74gxEjRvDu3TsMDQ2pV68eRUVFqKioUFFRwalTpzAyMuL333+nuLiY58+f/3I8mjRpQmpqKpaWligqKrJ48WJGjx5Nu3btyM7OxsjIiNu3b3Pq1CnmzJkjvc/S0hJZWVkePXokUWr+FTIyMmhoaACwfPlyXF1dGTt2LEIIfvvtNy5cuMCpU6fQ1NQkKCiI3NxcVFRU6NGjBydPnmThwoXcuXOHx48fM2XKFHJzc6moqMDa2vpf+lh1Eaaqqiq2trZERUVhYGBAYmIiTZs2ZerUqZSWluLm5kanTp24efMmPXv25O7duxgaGhIXF0dERATh4eE0bNiQsrIy3r9/z+TJk7GxscHW1pbNmzfTpEkTOnbsSHBwMJqammzevJmLFy/y+vVrALp27UpVVdW/9VxUVFRIFIX/FJSVlUn2/Vc1E4WFhYwfPx74sy7Dzs4OHR0dXrx4Qc+ePbly5QoFBQXIyMiwYsUKGjVqhI6ODnl5edjZ2f10uiAr++fX37dv31i9ejUWFhYYGhoycOBAunTpwpcvX9DV1SUwMJDjx4+zfv16hg8fzqtXr/4t20pKSoiKimL37t2Ul5dz8OBBnJ2dpYLSXyElJYXMzEx+++03bty4waJFi6S26mLgX8Ha2pqKigoUFRVZvnw5QUFBjBgxgnr16lFcXIyenh53795l/vz5jBkzRtq1DgkJQVNTs4YKdzXOnTuHvLw87969Y+DAgSgpKdU4GdDV1ZVIFvz9/aWUpZKSEqk2S1lZmdzcXBQUFIA/x1tZWVlqy8zMlK5bXl6OsrIyGRkZ0r9KSkpUVlZSUVGBkpKS9L6srCyJQrSayjM7O1tqU1ZWpqSkBBkZGYnCs/rzVFRUKCkpQV5eHjk5OYqLi6X6K1VVVYnaU05OTrIlIyMDFRUVcnJyfmmLioqKVJNVVVVFWVlZjf5W21lNPfrXNmVlZcrLyxFCSLSktajFfxq1C4Ba/OMwffp0fH19UVRUpGfPnuzYsYPLly8zbtw4du7cyaVLl9DT06Ndu3YcO3aM48eP4+TkxPHjxzl27Bimpqbo6elx6dIlduzYwbhx47h8+TI7duyoka8u/heH/a1bt1i7di3Dhg0jJyeHN2/e4O7uzsyZM7l9+zaLFy9m4sSJREdH8/XrVyZNmsTChQu5ffs2s2bNYvbs2bx9+5asrCxGjBjB6tWruXXrFq6urqxYsYJHjx4hJydHr1692L59u2TL1q1buXbtGtra2pItp06dwsnJiWPHjnHixAlat26NgYEBly5d4o8//mDcuHF4enqya9cuevTogYqKCnfu3GH16tVMmjSJGzdusH79egYPHkxJSQmOjo5cv36doUOH8uDBA4YMGcLcuXP58uULoaGhREVFSekSRUVFeHh4/DQeXbt2RUtLi1u3buHg4MDcuXORkZFBVlaWhIQEOnXqBPyZE/vHH3/g7u6OgYEBz549Iz09nYKCgr8tFG7YsCE3btwAYPHixezdu5fS0lJpEiYrKytN7IQQmJqakpyczLt371i+fDnr169nyJAhdO7cmYMHD6Kuro68vDyBgYHAn7nYRUVFP31up06d+OOPP1i4cCF2dnb4+PhIfOYVFRX88ccfqKur07VrVyZNmkTTpk15+/YtAwYMIDY2FiMjI4yMjDh9+jS3b9+WWIOOHTuGt7c3gYGB7Nixgw8fPvD+/Xu+f//OjBkzpMlq+/btyczM5PXr19JEFf7UViguLpZep6SkSP8PCgrixYsX/95D9P8QnDhxQkpncXR0BP6cWFUX+efk5FBZWYkQgoKCAk6dOkVeXh6urq68ePGCrKwsnJyc8PX1JSsri5cvXzJ69Gg2btxISkoKd+7cYcKECVy9epWLFy9iYGCAiYkJx48f5/jx44wZM4Znz54RHR2Nl5cXKSkp3Lt3j7t379KsWTP09fUxNzfHyMiIBQsWMGzYMNq2bVtjTH6FiooKpk2bhrGxMfPnz+fChQs8f/6cBw8eMHHiRG7duvXTe9q3by89F05OTly8eBE9PT2pvdr3foWrV68C4OrqSuPGjTE1NeXixYvs2rWLNWvWcOfOHYYMGUJubi65ubno6elx4MAB2rZt+7cLexkZGZydnUlPT5fur7KysjQh9vT0xNzcnGbNmuHi4sLWrVv/9WD/H+KvC7j/N6G6Zk1OTo7c3FyaNm36f3eXavH/AdTSgNbiH4NqGtDJkyfTv39/MjIyKCgooF27dty/fx8HBwe8vLzo0aMHcXFxVFRUYGxsTEBAACNGjODGjRtYW1vz5csX5OTkaNy4MS9fvsTW1pZr164xYMAAwsLCUFNTo0GDBrx7947ff/+dq1evYmtry+vXr9HR0aFOnTpERkZiY2PD1atXGTFiBE+ePJGC9vfv3+nVqxc3btzA0dGRhw8f0qpVK0pKSkhJSaFbt254e3vj6OjI3bt36dChA1lZWeTl5dG+fXvu3buHg4MD3t7edOvWjcTERMrKyjA2Nubx48fY29tz48YNevXqxdevXyVbXrx4gZ2dXQ1b6tSpQ8OGDSW2lWvXrjF48GCCgoLQ0dEhKCiIW7duER0djZaWFnp6eixcuJA3b95QWVlJz5496dy5szQGmpqatGzZkpSUFNTU1FBTU0MIwbRp06Qv6JCQEBwdHTl79iyfPn3Cz88PFxcXtm/fTnJyMk+fPsXGxgZnZ2f09PRISkoiLi6OFi1akJSUhLq6OnXq1GHOnDk1JrvV2LFjB2vXrqW8vJzu3btz9uxZWrRoQcOGDenfvz+DBw/Gx8eHoqIinj17xpQpUzhw4ADjx4+nrKyM0tJSqVC6vLyckpISNDQ0MDAwQElJiZKSEmbPnv3T5+7btw8PDw9WrlzJqFGjMDAwIDc3l0GDBkmFj+PHj2fp0qW8evWKTp06YWRkhJ6eHpWVlQwfPpwTJ04QGRmJlZUVgLT4unr1Kr///jvv3r1DQ0MDDQ0NPnz4wKBBg6T6AG1tbV69ekX9+vVp0aIFTZs2ZeHChbi4uNCiRQuysrKQlZVFXV2dmJgYWrduTVhYGB06dPjbZ6qkpITk5ORf7gD/dxEREUGrVq2Qk5P727+pqqri06dPNG7cWBLaatCgAVFRUbRt25aIiAgaNGjAxYsXcXZ2ZtasWezbt4/o6GjOnz8v0bn26tWrxnU9PT1xcnIC4N27d9SrV4/mzZtLviArK0tiYiJxcXG8fv0aKysr1q9fj6enJ2PHjmXt2rVMmzaN+fPno66uLlEF7969m/3792NnZyfl9W/fvp2YmBjat28v5aVnZGSgoKBAamoq2dnZmJmZScXbAC1btsTNzY0xY8agra2NnZ0dW7ZswdfXF3V1dUxMTLC0tOTcuXMoKyvj4eGBr68vTZs25eTJk9J16tSpIwmhVY93eno6hw4dYtSoUXTq1AlfX1++fPnChw8f6Ny5M+bm5lKsGjhwILa2tvTv35/3799L161bty67du2S6IjLy8tJSkoC/jwJGD58OM+ePaOoqAhZWVkCAgJ49eoVxcXFmJqacv/+fQYNGsSSJUtISUmhe/fueHl5/VsxztzcnOTkZEpLS2nVqhX+/v41Yty3b9+QkZGhSZMmvHjxgmHDhnH16tV/O8apqakRHh7OgAEDuHr1KsOGDePZs2c0atQIeXl5oqOjsba25vr16zg4OODv70+LFi0oKysjKSmJHj16SLb4+vry22+/kZOTQ05ODh07duTu3bs4Ojri4+ND165dSU5OpqSkBBMTEx49eoSDgwM3b97EyspKsqVZs2Y8ffqU4cOHc+3aNdzc3IiPjychIYGnT58ybtw4evfuXUsDWov/KGoXALX4x6B6AbBmzRoaNGiArKwsMjIykiJnUVERqqqqlJSUICcnh4yMDBUVFSgrK1NQUICampp09CuEoLKyEiUlJekIuLi4GAUFBYQQ0rHyj21KSkqSQmR1W506dSgsLERZWVnanZOXl6ekpERqU1FRoaysDBkZGUntsrq/1W2/skVFRYXS0tJ/25Yf23605Vd2VtsyYsQIJk2axJUrVzhy5Ahbt25l5MiRREZGUllZSfv27fH09GThwoVs27aN9evX07NnT2RlZXn16hXjx4/Hy8uL0aNHS+N08OBBqcgV/ixKnDt3Lvfv38fExARZWVmeP3/O+/fvMTIy4suXL0yfPp0dO3bg4+ODvLw8EyZMkGg7/w7FxcXSJO/48eNMnDiRx48f4+rqypo1a9DW1mbdunU1VD1LSkrw8PAgLi6OSZMmsX//fioqKoiOjsbc3Bxvb+8atvwdgoKC6Nq1a43fbdq0ieXLl2NsbEynTp1QUlIiKCgIe3t7duzYwZIlSzh37hy9e/cmOzubqKgoHB0dUVdXp6qqips3b7J582bevXvH58+fWbBgAX5+fuTl5ZGenk58fDwDBw6kfv36yMjIkJCQwIQJE2jbti3e3t54enqipKTEkCFD+PTpE/b29hw6dIi2bdtiampKUVER6enptG3bltu3bzNixAhOnz5Nq1ataNSoESoqKnz69AkLCwtu3LiBnZ0db9++xdDQEBkZGb5//07Xrl25deuWlArTsmVLysrKSE5OJjg4mOnTp+Pl5cXAgQP59OkTGhoa1K1bV+I8P3fuHHXr1qV58+Y8evSIrKwsXFxcGDBgABEREbRv357Xr19z6dKlf+nXJSUlnD59mgEDBnDw4EFSU1Np0aIFgwcPJisri9TUVMzNzTl27JjE1NKuXTs6dOhAZWUlr1+/xsnJiU2bNv20q/7u3btfLpq+fPmCuro6Ojo6nDx5kvHjx+Pn54eZmRlXr16Vnt/Kykrq1q0rnWK8fv0aBwcHrl69irGxseQLp0+fxsrKirNnzzJlyhR8fHz4/v37v/T7yspK7t+/T7du3bh8+TK///478+fP58SJE7Ro0YKvX79ibm7OvHnzuHr1Kq1ateLq1atkZGTUuM6xY8dwdXWVXldUVPDo0SM6duzI9evXEUJQXl7OmjVr2LZtGyUlJcTFxbFz507GjBlDcHAwX758qbEAOH78ONra2lhbWzN9+nSePn1K8+bNef36NVu2bKFdu3a0bduWVatW4ePjQ9OmTQkPD2fx4sXY2NigpaXF4cOHOXPmjMRaNXXqVMaNG0dZWRk3b95kz549tG7dmu/fv+Po6MjSpUv59u0br169Yu3atXTq1Ino6Gj69u3LH3/8wcuXL4mJicHd3R1ra2s+f/5M165d8fT0xMvLi9LSUpycnLCzsyM0NJS2bdty9+5dTp48Sf369enfvz8uLi48f/6cli1b8vz5c7Zv346pqSnt27dn+fLl3L17FyMjI0JDQ1m+fLlEBrBnzx48PT1rxLgxY8ZQWVnJtWvXOHDggMQgNWrUKBYsWFC7AKjF/6WoTQGqxT8OmpqaP3HnGxoaSnR61ZLt1awy1bnbBgYGUp5mdV6onp4e8fHxGBoakpmZSZ06dYA/8411dHRISEigSZMmpKenU7duXaqqqigpKUFLS4ukpCQp//1HHYD69euTmppKkyZNSEpKQlNTk9LSUqqqqqhbty5paWk0adKEhIQEdHR0JFvq1KnzS1vk5eX/S1tyc3PR1dUlMTERQ0NDsrKyUFVVRUZGhsLCQho2bFjDluqd+/PnzzNlyhQ2btxITEwMFRUVpKWlkZ2dTXZ2NjNmzKBBgwbMmzcPTU1NBgwYwMWLF8nLy6NevXps2rQJHR2dfzlelZWVyMvLY29vj6ysLB07dmT79u1s2rRJSsNycHDg+vXrODo6EhAQIKUblZSUcPjwYb5+/crbt29/unZZWZkkupWRkUFpaSnx8fH4+PigqKhIvXr1qKiooKysDE1NTZKTk/Hx8ZHe/+HDB168eCFxwjdq1Ii1a9eSnZ2Nt7c3r1+/JjY29t/yy2oayOLiYtLS0tDU1ERNTY2EhARJP8Ld3Z309HSsra0l8bKEhASaNWtGREQEz549Q1ZWli5dunDq1Ck+fPhAeno6c+fOrfFZ1T6wYsUKzp8/L/1+woQJ+Pr6MmTIENatWyeNn7KyMr6+vnz79g05OTkpTatLly40a9YMX19flJWVadCgAatWrcLAwICioiIOHDiAiooK165dIzU1FVlZWfT19Vm9ejVaWlooKyvj4+NDTEwMU6ZMQV5eHnV1dXbs2IGGhgYPHz7ky5cvaGtrs2LFCoyNjRk4cCAPHjygfv36EqsWgJycnLTj/l/5tZWVFV26dMHd3R1VVVVWr17N4cOHSU9Pp169emhoaJCSksLVq1dJSkrC0NCQcePGce7cOdLS0iguLiYhIQEhBDo6OuzevRuA2bNn/1ILAv58PpWUlNi3bx9OTk54eHjQsGFDSVekOg982rRpNG/eXKLiHTVqlHSNH31h586dpKWlAZCenk5ZWdkvP9fHx0dix6qoqGDFihUoKChIGw2/6qeioiJZWVmkpaVx6tQpKW+/devWv0zjk5GRoaysjCdPnjBixAiKi4uJiYnh0qVLuLu7k5aWJmkwpKen/zJtrha1qMU/C7ULgFr84/DkyRNMTEyoqqri+/fv2NjYcPr0aVxcXLh+/TpmZmbk5uaSnJyMlZUVFy5cwMXFhQsXLmBlZUVqaiq5ubmYmZlx48YNXFxcOH36NDY2Nnz79o2qqipMTEy4e/cuEydO5NixYwwePJgPHz6grKxMkyZNePz4MWPHjuXIkSPY29sTFBSEtrY22travHz5EgcHB44cOcLYsWMJDAzE0NAQFRUVQkNDGTp0KMeOHWPixIncu3eP1q1bU1VVxdevX+nfvz+nT59m8uTJ3Lx5E1dXV+mI++3bt/To0YNp06Zx8eJFLC0tSUtLIycnB3Nzc65fv46LiwtnzpyhX79+UopLu3btuH37Ns7Ozhw/fpzBgwcTHh6OoqIizZo1kwr4Zs2aRU5ODrm5uYwcOZKwsDCcnJy4fPmylJ9djWptBTs7u39ZUPvu3TsqKyvZtWsXV69eJTAwkO3bt/Pbb79x5coVevbsyY0bNxg6dCja2tp8+fKFPXv2MH/+fCZOnIiCggLDhg1DX1+fli1b/nR9PT09SWtAXV2d06dP4+XlxY4dO8jIyODt27eoq6ujp6fH8+fPGTVqFAcPHkRNTY25c+fy/v17hg4dio2NDXPmzKFr165MnjyZOnXq0LNnT0xMTP7lAmfv3r2SGq2bmxtNmjRh586d+Pv7c/v2bTZv3oy/vz8hISHs3r2bs2fP8vr1a5SVlfntt984duwYkyZN4uLFi1y+fJmYmBgp3eHp06c4OztLirzjx48nNTWV9+/f06JFC/r378+pU6cwNTXlyJEjmJqaEh8fT0REBMXFxUyePJkpU6ago6PDxYsXGT9+PBERERQUFPD69WsqKys5c+YMDRo0YPz48Vy9epUGDRowc+ZMDhw4gLq6Onv27OHr1680bNgQW1tbZs2aRffu3Zk5cyb169fn5s2bTJgwgeHDh7N48WJKS0s5efIk06ZNo7S0FCEEnTt35vz58zg7O9O1a1fmzp2Li4sLY8aMITExkdzcXAIDAxk3bhz9+/fHwsKC9PR0cnJy6NatG9euXZP8um/fvsTExPD8+XOGDx/O6tWrefz4MXv27OH27dsMHTqUx48fM3nyZL5+/cqWLVs4ffo0N2/eJD09nQ0bNvDo0SP27dvHw4cPqaysJCcnR1pE3b17V1pQ/oiPHz8SHh6Ouro6Dg4OyMvLM2nSJE6fPk29evVQVlbGwMCAqVOn4urqSrdu3bh16xaGhoZERUURHR3NgwcPmDp1KioqKowdO5bNmzdz7949Vq1ahRCCrKysX/qYhYWFRKkqLy/PsWPHJB+Ojo7+6e+/f/9OamoqFhYWXL9+nc2bN0tF9omJiVJNzY+oqKjAx8eHOnXq8ObNGyZPnsyrV6+wsLBAWVmZESNGcOHCBaZPn06zZs3Ys2cPTZo0+dvnoha1qMX/81G7AKjFPw4TJkzA398fBQUFunXrxr59+9i1axdjxoxh5cqV3LhxA11dXUxNTTl16hSbNm1i9OjRbNq0iZMnT0oy9jdu3MDDw4MxY8awa9cu9u3bh4WFBQoKCvj7+zNv3jycnZ3Zt28fmzdvZtCgQeTn5/Pu3TtcXV1xc3Pj4MGDLF26FEdHR2JiYvj+/Ttjxoxh4cKFHDx4EDc3NyZPnsyHDx/Izc1l8ODBbNy4kf379+Ps7Iy7u7ukKmtpacmePXvYtWsXTk5OrFix4pf8746OjmzYsIEzZ85gbGyMvr4+V69eZdWqVZKC6/79++natSsqKircv3+fBQsWMHHiRPbu3cuWLVsYMGAAxcXFBAUFMXXqVKZPn86IESP48uULT58+Zdu2bZw6dQoDAwN+//33GnnIQgiuXLmCra0tnTp1+pcFkYMHD6ZevXq8ffsWU1NTFi9ezK5du1i3bh1PnjyhW7du3Lt3jwULFqCmpkZSUhLr169nzZo1tGjRgpKSEpYuXYqqqip169b96fqfP39myZIlHDlyhFu3buHs7My7d+8IDQ0lNDRUEoVTU1MjPj6epk2b4ufnR1FRkeQLAQEBaGtrs2/fPrp164ampiaurq5oamri4+Mjiab9CmvWrOHdu3cADBw4kMTERGbNmiUVD1dPcm1tbfn69SsaGhrs3r2bRYsWsWDBAkpKSujXrx8BAQG/XOC0aNGCMWPG4OHhwY0bN9DS0sLU1JSTJ09SWFjI169fGTp0KJs2bcLBwYGnT5/i5uaGlpYW9vb2HDhwAG1tbYyMjLh//z4eHh7Ur1+fkSNHoqCgwIwZM1izZg2PHj3C0NAQHR0dxo0bx9GjR8nPz2f9+vV07txZUktdsWIFMjIyTJw4EV1dXXR0dAgMDGTFihXMmTMHJSUlyT5jY2NcXFzYvHkzkydPxsTEBAUFBZYtW8aWLVvw9/enXbt2LFmyBA0NDfz8/CgsLOTcuXM0b95cKm5fvXo1o0ePZseOHRw4cAAzMzNUVVW5f/8+p0+fpmnTptSvX58FCxawZMkSXF1defPmDe/fv+f8+fOUlZUxdOhQ9u/fj7y8PHPnzmXGjBkkJSWRmppKWVkZISEhwJ+MQL9iYGnVqhVWVlbS7nnPnj0xNjZm1qxZEutVQEAApaWlUiG2qqoqDRs2lAq3vb29WblyJfn5+QwaNIh69epx6dIl9u7dy4MHD4iMjJTqPX7Evn37SEtL4+DBg1RUVLBq1SosLS1JSEiQxMyqUa9ePXx9fdm4cSM9evTA0dGR06dPSyeb+fn5RERE/PQZQgjCwsLo378/6enpfP78GU1NTVq3bk1UVBTLly9nz549nD9/ngsXLuDm5kZCQsLfPhe1+O/hvyoqr0Ut/hOoFQKrxT8OO3fuZN26dXz48IFHjx6xdu1aBg0aJBX7btmyhcePH1NYWMi8efOktJKBAwdy9OhRrl+/jqqqKpMmTcLV1ZXHjx9jbW3N5cuXOXbsGE2bNmX48OEsWrSIe/fuYWlpye3bt9mxYwddu3bFxMSETZs2cePGDSwsLPD392flypUMHjwYGRkZ9u/fz7lz57CwsODp06e4u7szbtw4MjMzuXDhAnv27KFXr148e/aMyZMnM2/ePMLDw/H19WX9+vUMGDCAJ0+eYG9vz6ZNm3jy5AmfPn1i7dq19OvXj8ePHzNo0CAOHTrErVu3UFZWxtXVlcmTJ/P48WN69+7NxYsXOXnyJPr6+hIN6P379+nZsye3b99m9+7ddOjQgb59+7JhwwZu3ryJubk5qqqqODo6MnDgQFRVVVFXVyc4OBgLCwueP39O69atJTabw4cPM3ToUAoLC6X0qDFjxrBnzx5cXFyQk5OTqAllZWU5f/68VDR56dIlmjVrRkVFhSTKdebMGQACAgKwtbUlIyODjx8/kp+fj5+fHwkJCYwfP15KKaqm8Psr5OTkSE9PR1ZWlvnz52NmZoaMjAxVVVV4eXmhoqKCubk5ly9fpkePHgghUFFRobCwkKSkJCwsLLh8+TKLFi2iadOmFBQUYGdnx5kzZ+jRowehoaF06tRJ2uGutrOaHlAIgRACeXl5tmzZUqNf9+/fR0ZGBkdHR2RlZVFUVJSKLY2MjJCVla1RJ6KpqUlFRQVmZmbk5ORw9OhRrly5QmlpKdra2qioqBAREYGWlhby8vJUVlaydu1avnz5QlpaGo0bN6ZLly4sWrSIadOm4ezsjJKSkrSrb2xszLZt23jz5g0pKSnY29vz/ft3Wrduja6uLidPnpQEt16/fs3QoUPJzMwkJCSEBg0aMHnyZPT09HB0dGTGjBk8efIEY2Njbty4gba2NpWVlXh7e7Ns2TJ8fX2pW7culZWVFBYWcvjwYc6dO0dpaSkNGjRASUmJ7t27c+HCBXr27ElxcTEqKiqcPXuWsrIyiVb21q1bEt2kEAJ1dXUqKiqYPn26lKYkhGDjxo3IycnVSFeRlZWloqKC7du3IyMjI1FMVlRU1JiE2djYcPPmTWRkZHBwcGDFihUMGjSI27dvM336dG7fvo2enh7NmjVj165daGlpSUJqVVVVGBgYkJWVRfv27aXieHt7e+7fvy+9lpGRQUZGhuHDh0t0lWVlZSgoKBAbG8vBgwcxNjbG2tqaKVOmcPXqVTQ1NZGVleXgwYP06dMHLS0tiouL0dbWlmqEhg0bRm5uLrKysowePRpZWVnS0tJq1AQdOXKE169fs3z5cj58+MDXr1+lE47q+/TmzRuaNm1K+/bt8fPzY/Xq1Rw9ehR5eXmGDx9Ou3bt/geieS2Af5vqtxa1+J9E7bKzFv84zJkzh9u3b0sKuJs2beLmzZsMHz6cgwcPcv78eUmp8cCBA5w7dw47OzvOnTvH/v37adeuHfr6+pw/f54DBw4wfPhwbt68yaZNm+jTpw+Kiorcvn2bjRs3Mnr0aO7du8eKFStwdHQkJyeHly9fsmjRIpydnfHz88Pd3R1XV1e+fv1KVFQU06ZNY+bMmfj5+TFp0iQWLFhAcHAwWVlZjBo1iqVLl3L//n1Gjx7N2rVr8fX1RU5Ojn79+rFhwwa8vb0ZPnw4+/fv5+LFi+jo6NC+fXv279/PpUuXsLOzk7QH2rRpg6GhofR6+PDh3Lhxgy1btmBpaYmamhpeXl5s2rRJYrHw8PBg2LBhFBYW8uTJE4nG9MmTJ8yZM4epU6cSHx9PeHg4M2fOxM3NDT8/P1xdXbl//z7Lli0jPDyc8+fP4+/vj4WFBVFRUURERODj48OxY8fYtWsXGRkZDB8+XEptqC50rl4EVBdfVlRU0K9fP44fP87Ro0dZu3YtpaWlUqHmsmXLCAwMJDc3l8jISKZMmUJ8fDy2trYIISgqKqKsrIyKigqJgaZ6Mlc98a+mkqyoqODjx49UVVUxb948du/ezfr16/n06RNDhw5FV1eXZ8+eMWvWLIYOHYqcnBwXLlzgwIEDjBkzhnv37jFhwgSePHkiFfIlJyczevRohBDk5+cTGxvLqVOnkJGRQU5OTvr58R5UF3ZXw8TEhIqKCqmwsbKykocPH9KrVy/q1avH48ePqVOnDjo6OsyZM4d58+ahq6uLgYEBTZo0Yfz48WzdupWNGzcyZcoUmjdvzsuXL6VizfPnzxMVFYWbmxsBAQG0atWK2NhY3r59y40bNygtLcXU1JTRo0fTqFEjoqOjKSgooKCgAA8PDyZNmoSsrCzl5eW8fPkSV1dX7t27JxXrXr58mT179qCmpiapXV+6dImtW7dy//591qxZg5WVlaTgPHPmTNasWcPs2bNZuHAh2trahIeHU1lZydKlS9m2bRtVVVVcv36dJk2aIC8vz+vXrxFCMHbsWObNm4cQgubNm0uTp7KyMum+ysrKSvf8xzGQkZHh2LFjJCQkICcnx6BBgygqKmLJkiUEBwcTGBjImjVr2Lt3L7a2ttJ1q6qqJIre6hgSFBRERkYGJ06c4MCBA+zbt48ZM2agqqoqnQpVVlZKrE7V41/dl2pfuHbtGl++fCE3N5eBAwdSUlLC+vXrWb9+PRUVFVI9Unp6Ol27duXNmzc8e/aMxYsXc+rUKUkDAJCKkH+8D/DnSVxubi5paWns2bNH8rvy8nJiY2Np3rw5gYGBDB06lJUrV7J//362b9+Oubk5fn5+zJs3j8mTJxMbG8vXr1958+YNrVu3Jj09HVNTU7Kzs1FRUUFOTo6CggKaN29Oeno6bdq0ITMzEzU1NQAKCgpo1KiRVIyemZlJ/fr1KS8vp6ioCG1tbTIyMmjTpg3p6enSAqe6hicjI4N27dqRkZGBnp4e+fn50iIwMzNTel+zZs0oKChAVlYWNTU1srKyMDExIT09HWNjY3Jzc1FUVERJSYmcnBypzcTERLJFXl6evLw8WrRoQUZGhmTnj7YYGhpK/c3MzERdXZ3y8nJpzP6VLdX3Jz09HV1dXQoKCqioqEBdXZ2cnJz/ke/KWtTiX6GWBagW/xhUswCNHz8eOzs7UlJSyMnJoXv37ly8eJFp06Zx5swZ+vfvz9evXykvL+e3337Dy8sLFxcXTpw4wbBhwwgNDUVBQYEWLVpIvNxHjhxhzJgxvHjxgvr160sTwTFjxnDkyBEmTpyIv78/BgYGqKmp8fbtWynP38XFhbt372JsbIyMjAyRkZEMGTKEEydOMHXqVG7cuEGHDh0oKioiPj6evn37cubMGaZNm8alS5fo0aMHaWlpZGVl0aNHDy5evMjUqVM5d+4c/fr1Izo6mrKyMtq3b8+tW7dwcXHh5MmT2NraEhYWhpycHMbGxty7dw9nZ2eOHj3KqFGjePPmDXXr1kVfX58nT55INQsTJkwgICAAPT096tWrR0hIiGTL5MmTuXfvHi1atEBWVpbIyEiGDh3K8ePHmTJlCrdu3aJevXpcvnyZ9PR0zMzMWLVqFUePHmXZsmUkJSURFhaGnZ0dWlpafP/+nd27d3PkyBEKCwspLi6mQYMG2NnZ4e3tDfyZKmFubo6hoSFycnJ8//6dDRs2MGTIEOLi4hg5ciSLFi0iLi4OGxsbtLW1mTt3LgcOHCAnJ4fr16/TqlUrtLW1ad26dQ2fef/+PR07dqRz587ExsaSkZHB2LFjcXV1xdHRkWbNmlFeXk5qaiofPnzAxMSEO3fucOXKFbp160ZGRgbp6elYWVlhaWnJtGnTmDBhAhEREYwePRo5OTkyMzNp1KgRAMuWLWP79u3k5uYCSDuqfwdzc3OCg4N58uQJPXv2BP5cDBQUFBAfH8+TJ0+wtramqqqKfv360blzZ9TU1KQd6GXLlkn0oh4eHoSEhHDkyBHCwsLIyMjg+fPnPHnyBCsrK+rUqcPp06dZtGgRurq6zJ07lwULFrBnzx7Gjx9PSUmJdIJ09epVNm7cSF5eHs7Ozqxdu5ZVq1YRFBTEyZMnefz4MTdv3qR9+/asWbOGefPmERkZyZEjR3jy5Alr1qyhefPmtGnTRiq4HT16NLt27SIoKIjdu3fj4eHBqFGj8Pb2Rl9fnwcPHvDw4UM8PDykWojGjRsTFBQk7b5bWlry+fNnlJWViYqKwsvLiwkTJpCbm0uPHj3+ltO+Grm5ucjIyJCdnY2+vj5fv36lZcuWJCYmUr9+faqqqsjPz2f79u04OztjamrKihUrfvKFc+fO4eXlxcePH5k0aRL29vZs2LCB2NhYAgICOHLkCBcvXgRg4sSJyMjIsHDhwp8YXfLz86VFwsqVK1m5ciXR0dE0a9aM27dvo6Wlxc2bN5k/fz4WFhZ8+fKFNm3asHjxYkJCQiguLsbT0xP4MzWwmpb4+vXr0md8/fqVpk2b4ubmxrJly2jWrJlUu1J9yjlp0iSJ4jI9PV3yhfLycrZu3SrFhZYtW/4fxbjMzEx69uzJhQsXasS4mJgYiouL6dChQ40YN3ToUMLDw5GVlf23YpyTkxNHjhxh/PjxUoxTV1cnKCgIR0fHn2KcnJwc4eHh2Nra1ohx7du3p7i4mNjYWPr168eZM2eYOnUqV65coXv37qSnp5ORkYGlpSXnz59n2rRpnD9/nj59+hAbG0tRURGdO3fm2rVrTJkyhVOnTjFkyBAp/ao6zkyaNImjR48ycuRIgoODqVOnDoaGhly7dg1PT89aFqBa/EdRuwCoxT8G1QuAjRs3oqqqipKSEgoKCuTk5GBgYEBsbCyGhoakpaVJu1H5+fno6uoSGxtLkyZNSE5Opl69ehITh46ODvHx8TRp0oTExEQ0NDQoLy+ntLQUTU1NieknISFB2sGpqqqiXr16pKSk0LhxY+Lj49HR0aGgoAAANTU10tLSJEVYXV1d8vLykJWVlRQyGzVqRGxsLPr6+pKq5V9tMTAwkBQo5eTkyMvLQ09PT7IlJSWFunXrIoSQdpzi4+Np3LgxSUlJNWzR0tIiMTFRsqWamah6x+m/sqVx48bExsaiq6vL3bt3UVVV5bfffqNBgwbSdavvn7m5ORkZGXTu3JkzZ87QpEkTbG1tSUlJITExkc6dO9dYAOjo6DBt2jQePnyInJwc1tbWHD9+nOnTp2NsbExycjLq6ur06NGDxMREUlJSGDNmDA8ePMDa2pqoqCg6dOhAWFgYzZo1k3bo4P+/AJgxYwZPnz7l48ePnD17lg8fPnDnzh3mzZtXwxe+f//O4cOHef78OTt37qRVq1Z06tSJJUuWcO/ePXx8fIiLi6Nfv34oKyvz7NkzaVxGjhxJYGAgffv25evXr8CfOfx+fn5YW1v/kh/f3NycN2/eSK/btm3LjBkzuHz5Mu3ateP06dOUl5dLonMmJiYoKSnx5s0bFi1aREZGBmvWrKFt27bMmTNHqgvp27cv8vLyxMTEoKenR05ODvLy8igpKbF+/XoiIiLQ0dFh9erV0g5k9SRYQUGBLVu2SJSS1QxEu3btIiQkhGbNmrFs2TJKS0t59uwZdnZ27N27lydPntCmTRsWLlyIvr6+pJp66NAhxo4dy6ZNmzh8+DBBQUE8e/aMtm3bUlRUxKtXr1iyZAnp6ekcPHiQ6dOnExISgry8PG3btuXEiRNs3LiRBQsWsHDhQvz9/WnQoAFXrlyR7tvy5csJDAzk2bNnv4wdJSUlfPz4EXV1deTk5Pjw4QMDBgzg8OHDzJgxgwMHDlCvXj1J5XvHjh2cP38eExMTTE1NJV/o2LEjy5Yt4+7du5KY1qNHjygqKsLKyoodO3YwevRo2rRpw8SJE2v04VeTuerJYklJCa1bt0ZZWRl9fX2ioqIICgrCyMgIb29vNDQ0SEpKQldXl4ULFzJ06FC+fftGaWkp7du358qVK+zatQsXF5efFgDVlKXXrl1DRkaGvn37cvXqVZSUlCRmMfiToSg9PZ3Y2FgsLCz+rbjwn4xxjRs3JjU1VXqe/09inIaGBsnJyT/ZIoSQmNl+jHH/ypYfn6Xq+/evbImLi8PQ0LCGLQUFBTRs2FCy5cfvpZKSEoqLi1m+fHntAqAW/1HU1gDU4h8HBQUF6di/Oqe3WsBJUVFRyuet5s5XVFSktLRUaqs+Gq9uKykpkXjxq4/Mq3UAqnOxq9ML4M9jfQUFBamtmqu/ei391zYFBQUqKyul/O6ysjKprVo6Hv7UD/jRFmVlZel91bYoKSn9ZAtQw5ZqTYLq9/21v2VlZRKFYGVl5S/trM5jr36fsrKyZEv37t159eoV1tbWuLi40KdPH9avX8/YsWN58eIFI0aMAMDf3x8AQ0NDDh8+jK2tLRUVFQQEBDBq1KgaPOTwZ3G3jIwMERERmJub8/r1a6ZOncqoUaMICgqS6DgPHz6Mvb09Li4uhISESMXWb9++xcjIiJ07dzJ//nxJcKd6oTFo0CBpfDZs2ICVlRWtW7fm+vXrfPz4EV9fXyZNmkROTg7r16/n5cuXhIWFSYW127Zt48CBA4SFhWFlZYWnpyefP3/Gzc2Nvn37MmLECGbPnk1AQABnzpxh3LhxXLt2DYCNGzeyePFirl+/jpOTE0FBQRgYGPDHH3/U4Ghv3rw5devWxdDQkL59+2Jvb09FRQWWlpZMnDgRbW1t5OXliY+PJykpienTp0tKy61bt6Zv375oaWnx8eNHcnNzmT9/Pu/evaO4uJh169aRlJREbGwsK1eupKqqiujoaA4fPoylpSU5OTmEhYUxd+5cSkpKWL16NVVVVdy7dw85OTmqqqpYtWoVpaWlJCcnS6kksrKyUu1BYWGhlGZiaWlJeno68+fPR0tLC09PT1RUVNi8eTMPHz4EoFu3bsTGxpKcnMy0adMkW8zMzKR7Us2ydPbsWQB+++03AMaNGwf8meY1cODAGsJb1dixYwelpaUsWLCAyMhIWrRoQXl5OSEhIQwYMID8/Hw2btyImpqaVKfSr18/jh49SnFxMQ4ODpJfh4WF8eTJEz5//szKlSspKChg/vz52NjYIC8vz+jRo+nevTu//fYbfn5+kt9Vw9DQsMbrrKwsjh8/zqhRo9i/fz8bN25k165d5ObmSqJjGzZsQEtLi+fPnzN69Gg2bNjA/fv3pfSZyspKdHV1GTduHLm5uXh7e5OXl8eTJ09QVFSkadOmlJSUsG7dOjp27Mi7d++kwvgdO3ZgZWXFqlWrUFVVJSwsDEdHR5YsWcLXr1//Ni78n8a48vLyX8a4H2N5aWlpjZhcnb73r2Lcj7H8rzGuWjvi341xlZWVP+m2VLdVVFRINUg/2qKoqPhLW378fqmO19XaLH/97qmsrJT6W4ta/KdRWwNQi38c3r17h5GREVVVVSQmJtK9e3e8vb0ZNmwY/v7+tG3bloKCAjIzM+nUqRP37t1j2LBh3Lt3DzMzMzIzMykoKKBt27b4+/szbNgwvL296d69O4mJiVRVVWFkZMTz58+xtbWtobqrpKSEnp4ewcHB/P7771y/fp3+/ftLBXTVCq79+/fn+vXr/P7774SEhKCrq4uSkhJfvnzB2tqaGzduYGtry4sXL2jatClCCOLi4ujRo4dky+PHj2ndujVFRUVkZmZiZmbG3bt3JVs6depEVlYW+fn5tG3blkePHjFs2DB8fHzo3r07SUlJUpHtX22Jjo5GQUGBRo0a8ebNGwYPHsz169fp168f4eHh1KtXj/r16xMaGirZMmjQIN6+fYuuri42NjZcv36d/fv3c+TIEZSVlbG1tSUiIoKioiIiIyMxNzfn0KFDDBkyhN9++41Dhw7x8eNHUlJSGDFiBEOHDq3x06JFC5o3by69dnJyQk1NjcGDBxMWFkZ5ebnE7DJ16lR+PLwMCgqiefPmbN++nd69e1NeXs6CBQvIzs6mqqqqxucMHDgQJSUlhg4dKjHveHp6kpWVxc6dOyksLCQkJIRp06YREBAgFYfb2tqSl5fH+vXrWbhwIaNHj6ZLly7s37+flJQUqS9paWkkJSXh4+ND3bp1pR1yeXl59PT0JJYbDQ0NunfvXqNvcnJyREVFkZqaSmFhIb1798bGxgZlZWXat2+Pvr4+Ojo6dO7cWfr76ve2bNkSIyMj1NXVsbCw4Pfff0dBQUESLPP395cYjXbt2kVxcTGHDx8G4OnTp4SFhXH9+nUuXLhASUkJBw4c4Pv379y5cwdvb29iY2PZv38/JSUl7Nmzh27dukk5/t++fePQoUOUlJSwe/duiYM/ICCAFi1aSH2sPjmpfq2trY2ZmdlPtvx3fgYPHsyMGTMwNjbm0KFDPHnyhIiICNauXUufPn0YOnQoK1askIpZHz58iKmpKbNnz2bo0KGcPHkSMzMz0tPTSUtL49ChQ2zZsoXhw4ejoqLC0KFDMTU1pUOHDlhaWqKtrc3u3bsRQqCpqYm1tTWdO3eWbFFUVGTQoEE/9fPIkSPk5+czadIkioqK2LBhA05OTlIMWr9+PevWrePx48fcuHGDhg0bSmrDycnJjBw5EmVlZWl33sjIiJYtW1K3bl1JSXro0KHY29uTkJDAp0+f2LNnDx07dmT//v3079+f27dvY2hoyK5du/j06RN2dnY1mIdat26NhoYG+vr6vHnzRopx1XHhVzFu0KBBP8W43r17/22Ms7Cw+GWMq04prI5x9+/fp2PHjmRnZ5OXl/dTjOvWrVuNGPf06VOGDRuGl5dXjRhnaGjImzdvGDJkSA1b6tati5aWFu/fv5dsGThwIG/fvqVhw4aoqKgQFRVFnz59JMXuV69e0aRJE2RkZKSTEi8vL4YNG8aTJ09o1aoVRUVFpKWl0aVLF+7cuSPZ0r59e3Jzc8nNzaVdu3Y8ePCAYcOGcfv2bbp27UpKSgplZWW0bNlSYqWqRS3+oxC1qMU/BB8/fhSAuHXrlliwYIE4cuSIuHPnjnBychKxsbGiR48e4vPnz2LmzJni7Nmz4vr168LFxUV8+/ZNdOvWTXz79k1MnjxZXLt2TZw9e1bMnDlTfP78WfTo0UPExsYKJycncffuXXHkyBGxYMEC8fHjR2FlZSUSEhKEo6OjCAgIELt27RIeHh4iJCRE9OvXTyQmJoohQ4aIFy9eiE2bNokNGzaIly9fisGDB4vExETRr18/ERwcLFatWiV27twpAgIChIODg0hISBBWVlbiw4cPYtGiReLQoUPC19dXODk5ibi4ONGjRw/x6dMnMXv2bHHmzBlx/fp1MXnyZBEdHS3Z4urqKq5evSrOnz8v3NzcRFRUlOjRo4eIiYkR48aNE3fu3BHHjh0T8+bNEx8/fhSWlpYiPj5ejBw5Uvj7+4s9e/aI5cuXi7dv34o+ffqIxMREYWdnJ54/fy62bNki1q9fL169eiUGDRokEhMTxYABA0RQUJBYtWqV2LFjhwgMDBQjRowQsrKyQlZWVjRu3FgA4uDBg8LNzU3ExcUJXV1d0a1bN1FRUSECAgLEjh07RElJiXBzcxP5+fnCwsLib8fbzMxMyMnJSdfV0tISjx8/Fo6OjkJWVlbo6OiIxMREMWXKFHH06FEREBAg8vLyRO/evUVFRYXIzc0VZWVloqioSOzZs0d8+/ZN2NnZifLy8hqfs3nzZgHU+FFWVha6urpiw4YNwsnJSQCiZcuWIi4uTigoKAh3d3exfft2oaurK0JCQoSBgYEoLi4WJiYmIiwsTKxevVoUFRWJqVOnipycHJGZmSkGDRokysvLhZeXl/Dx8RErVqwQ6enpwsrKShQVFYmJEyeK0tJSUVxcLAoLC0V5ebno16+fqKysFEIIERkZKU6cOPG/9ewEBATUsC82NlbIyMgIQIwePVps27ZNAKJx48ZCTk5O+js7Oztx4MAB6fWnT5+EioqKAISKiopo2LCh1PbhwwehoaHx0718+vTp/1af/4qCggIxZcoU8erVK+Ht7S2EEGLcuHGiuLhY5OTkiIqKClFQUCCKi4vF8uXLxbt370RlZaXo0aOHyM3NFaGhoWL9+vXCw8NDREZGipYtW4ri4mLRvHlz8fnzZ6Guri7Onj0r7O3tRVhYmOjatavkf2pqakJTU1Po6ekJRUVFISMjI/mCvr6+2L59e42+WlhYiJycHDFv3jzx+PFj4e/vL/Lz80VlZaXIyckRlZWVIiQkRBgbG4sTJ04Id3d3ERkZKerXry8sLCzEx48fhZ6entDU1BR169YVgDAyMhIaGhq/vDe5ubmivLxc2NraiujoaLF27VpRUlIixo0bJ9LS0kSDBg1Efn6+UFZWFkuXLhWrV68WgGjSpImQlZUVWlpaIikpSbi4uIhTp04JPz8/MXDgQJGXlye0tLRERkaGGDNmjLh27Zq4deuWGDlypMjKyhJaWloiNzdX2Nrainv37okzZ86ISZMmiZSUFKGjoyMKCgqEtbW1ePbsmdi/f7+YOXOmiI2NFfr6+qKoqEh07NhRhISEiK1bt4olS5aIqKgoYWRkJIqLi4WxsbGIiIgQK1euFOvWrROhoaGiXbt2ori4WDRu3FhER0eLuXPnit27d4tXr16Jbt26icLCQqGrqysSExOFq6urOH78uAgICBADBgyQbElPTxdjxowRV65cEd7e3sLe3l5kZ2cLLS0tkZOTI4YNGyZ8fX2Fp6enKCgoECNGjBCJiYnC2tpavH//XixevFgcOHBAPHjwQIwePVrExcUJCwsLERkZKdzd3cXp06eFl5eXcHZ2FjExMaJbt27i69evYurUqeLixYviwoULYvr06eLLly+iW7duIiYmRkycOFF4e3uLEydOiLlz5wovLy8BiI8fP/6PPDu1qMWvUHsCUIt/HHbt2oWtrS1lZWU8fvyYlStXMmTIEO7cuSMVaSYlJfH+/Xtmz54tsbeMGTMGd3d3Pnz4QFJSEhMmTGD69OncuXOHIUOGsHLlSvz8/CgrK8PW1pYlS5Zw8+ZN+vXrx9atW7l8+TL169fHwsKCrVu34unpibW1NYcPH+bo0aO0bNmS1q1bc+jQIY4ePYq1tTWenp4Sm4aWlhaXLl1i+/bt9OnTh5s3b+Lh4cHvv/8usb6sWrWKwYMHc+fOHdzc3HBycpLEn9zd3Rk5ciT37t1j7NixzJw5k48fPxIXF4ezszOurq7cuXMHOzs7VqxYQUBAAAUFBYwYMYJFixZx69Yt+vfvz+bNm7l+/Tp16tTB2tqazZs3c+nSJaytrdm3bx/Hjx+nadOmmJqacuDAAY4fP46VlRWnT59m165dmJubo62tzfnz59m1axf169cnJSUFQ0NDfH19WbBgAY6Ojri4uPDx40cSExNJTU3lypUr6Ojo8Pz5c/bs2YOysjKPHz8mJycHFxeXn8b506dP/z/23jqqq21t//4QggIiSCiIAYooYGCAiqIgKtgJdncrBip2FzY2YgeYSIiKiiIodgCiKCkl3TnfP/ZgvbJ1n3OeOL9n7OfhGoMBrPVdca3vPedac837vi7q16/P7du3mTNnDosWLWLAgAFcu3ZNkvkUP80C9OvXj6ysLHx9fSkvL2fIkCF8/PiRo0ePMmfOHPT19bl8+bKk7vHnHG34I0UhNTUVc3Nz3N3d2bx5M1euXCEqKori4mI6d+5MZGQkbm5uyMrKMmrUKFRUVJCX/zWbcu/evcyePZsBAwagqKhITEwMcnJy9O3bFzs7O9atW4eamhr37t2jZs2aHD16FAUFBTw9PXn37h0yMjL4+vpKaWlGRkbSOU+YMEHSqy8vL/+X206NGjWQkZGhRYsW0rXz9PRk1apVACQlJVFeXo6KigqxsbF4e3tXcSE2MzOjsLAQBQUFCgsLSUlJkXL8LSwsyMrKol69ekRERABIajf/EVTyqaiokM6xvLycrl274ubmRocOHbC3t6e8vBx3d3fk5eVRUFBg6NChREZGcurUKdavX4+pqSnt27fH398fe3t7TE1NadasGe3bt2fz5s08evQIU1NTHj9+zKpVq/Dw8EBOTo6aNWtibm6Ov78/2tra3Llzh6KiIlxcXLC3t+f9+/doa2tjZGREaWmpJOP6Mx48eICqqirbtm3DysqK7t27s3DhQnJycmjdujUFBQVs376dd+/ekZWVxahRo5g1axbR0dG8fv0ac3NzBg0ahIuLC5cuXcLKyorQ0NDfxhn84f4rLy/P5cuXady4MW3atOH27du4u7vj6OjI58+fad++Pe/evSM3N1fy1Lh7965UA/Bfxf9GLftFixaxf/9+OnfuzI0bN1i1apUk9+zv78/GjRuxs7Pj9u3bzJ8/H0dHR9LS0ggJCWHJkiUMGTIEPz8/6V7z+fNnoqOjmTp1KhMnTsTPz4/BgwezbNkygoODycrKYvjw4VIKWDWq8e/E/74WW43/9XBycuLmzZsoKChgY2PD+vXr8fX1pU+fPhw/fhwPDw/09PRo164d+/bt48qVK9ja2nLlyhX27NlDmzZt0NPTw8PDg6NHj9KnTx98fX0lnX0FBQVu3rzJzp07GTBgAIGBgSxdupSRI0eSmZnJkydPWLFiBY6OjgQFBTFt2jRmzJjBp0+fiIiIkMy/goKCGDlyJMuXLyc0NJT09HRGjRrFokWLePjwoWTg5OPjg5ycHL1792bdunX4+flJBYpnz56lXr16tGvXjj179uDl5YWtrS2XLl3iwIEDtGrVisaNG+Pu7o67uzu9evXC29ubjRs3Ym1tjYqKClevXsXV1ZV+/fpx7949li9fzvDhw8nPzycwMJCVK1cyfPhwgoKCmDVrFtOmTePbt298/PiRuXPnMnnyZJ48ecKYMWNYsmQJoaGhpKWlMX78eBYsWECdOnXo2LEjYWFhzJkzh927d+Pj40N0dDT16tXj06dP9OnThy1btlBRUUFeXh75+fn07t2b3Nxc5OTkOHr0KEVFRVW+52bNmqGoqMjgwYPx8/PD3d2dp0+fMmLECDp27Ejjxo1JT0+nsLCQjIwMTp06haqqKgYGBuTn53P06FGOHTvGzJkzKSkpIScnhwEDBpCRkYGKigpubm5SPrCBgQEGBgY0atSITp06kZCQwNy5czl9+jTOzs7Y2dkRGRmJkpISvXr1YtasWcAfueozZ84kNjaWzMxMSkpKSE9PJzc3l4qKCoqKivD29qZhw4aEhITw5s0b1q9fz4YNG3j9+jWWlpYSBysrKwoLC3FwcKB9+/b07t1bOu+8vDzKy8vJy8ujpKREcoLNyMhgwIABwB9ylZWOr5XIzc0FoFatWpIZ2PDhw9HR0ZE4N27cmIYNG2JgYMDz58+xsrJCW1sba2trmjRpIq0zMDBAR0eHli1b8vnzZ2nZzp07CQ0NlfaprKxMv379MDAwYP/+/XTs2PGftulKOcdv374xY8YMioqKOHLkCKGhoVRUVEiStTIyMty5c4fTp0+zZMkSoqOj6datGyUlJZw5c4ZmzZohLy/PvXv3mDhxIt7e3hQWFpKZmcmzZ8+IjY3lwYMHzJgxQ/Lp0NXVxcvLi3v37vHu3Tvu37+Pjo4OHTp0oFatWmzbto2QkBAOHjzIw4cPsbe3R1lZuco1lJWVpaSkhPz8fLKzs5GXl+fbt2/MnTuX3NxccnNz2b17NzIyMmhra1NeXs7ixYtZuHAhWVlZZGZmkpmZSYcOHST53OnTp3Pw4EHmzZtHQkICnTp1+sV9t7CwkLKyMlq2bElRURGtW7fm8+fP3L9/n+joaMLCwrh+/To9evQgPz8fBQUFPDw8cHNzw8DAABMTEyIjI/9yYPEfwf9GLfvKvP+CggLJd6RyoLNp0yZWrVrF3bt3sbOzk2SbtbS06NKlCzt27ODGjRv06tWLc+fOSb4OzZo149ixY5w5c4ZevXpx69Yttm3bRteuXVFTU8PT05Ply5f/DzOvxv8FVBcBV+Nvh4sXLzJy5EgSEhJ48eIFM2fOZNWqVRw/fpwdO3YwdOhQwsPDKSkpYcyYMaxfv56TJ0+yfv16xo0bR1hYGDVq1GDgwIHs2rWL48ePs2rVKmbOnMnDhw/R0NDAysqKQ4cOcejQIZYuXcrixYvx9fWlSZMm6Orqcvr0aXbv3o2TkxNr167l2rVrmJqaAuDl5cWGDRtwcnJi165dnDlzBgsLC/Ly8ggICGDZsmUsXbqUQ4cOceTIEXr27Mn3798JDQ1l5syZrFixguPHj7Nr1y4GDRrEp0+f+P79O+PGjWPdunWcPHlSKrp98eIF8vLyDBo0iO3bt0tykDNmzODRo0eoq6tjbW3NgQMHOHz4MMuWLWPhwoXcuXMHPT092rdvj4eHB3v27MHJyUlyUjY2NkZeXh5PT082btyIk5MTO3bs4Ny5c5ibm5Ofn4+fnx/Ozs5oaGigq6vLgAED8Pb25vTp01haWrJ582aaNGkCwLdv37C1tcXc3JycnBx27NjBvn37mDlzJqqqqowcOZL09HR69eqFkpISKSkpvHr1qopW/s/fPyAp9xgZGfH06VOKiopo2rQp6enpjBs3jvDwcNzc3HBzc6O0tJQdO3YQHR3NvHnzWLBgAf7+/rRv3x49PT2Cg4PR0NAgLi6Opk2bVjneiBEj2LBhAwBRUVHAHzUHlbn1lZg2bRrfv3/H2dmZ0NBQNm7cyIoVKyQ1KkdHR7Kysli0aBErVqygUaNGtG/fnsaNG/Ps2TOUlJRwcnKidevWGBsbS/sdP348sbGxXLt2jb59++Lq6sqxY8fw8PBgwYIFuLm5UVRUxLVr16QHek1NTWJiYti5cycHDhxAX1+f6OhoKeaysrIwMDCgpKSEjIwM6tevDyANQJOSkmjatClFRUUUFBRIZmDwx9v4uXPn8vHjR/Ly8qS35mlpaejp6RETE4Oenh5ZWVl8+PCB6OholJWV0dXVlZS60tPTUVJSQlZWluzsbFxcXFi0aBHHjx/HycmJLVu2sHDhQrZv346srCx79uxBUVGRyZMn8+rVK+rUqSPF9ZEjRxgzZgyPHj3CyMiI8ePH4+/vz4gRIzAzM8PCwoLY2FjJBG7//v28ePGC5ORkGjRoQK9evbh79y6HDh0C/qgxatu27S9xFx0dLf399etXmjRpQkJCAo0aNeLMmTMEBQURHBzMtm3byMzMpH///nh6etK6dWvatWvH48ePSU9P5/Xr1zg6OnLnzh10dXUlZSZra2ueP3+OgoIC586d++WY8MdDdmxsLNra2hQWFuLn50f9+vXp2rUrUVFRdO3alYSEBMkUcd26ddy9e5eCggKMjIwAmDJlCuvXr0dBQQE7O7tfeFbjX8OSJUvYtWsXHTp0IDo6GisrKw4fPkxgYCAfPnxg9erVdO/enYiICMzMzLh69SpXrlxBVlZWqj95+fIlRkZGPHjwADc3N3R0dCSZ4mpU49+N6hmAavztYG5uzufPn5GVlaVhw4Y8fvyYYcOG4enpiZ2dHe/evaN27dpoaWkRFhbGwIEDuXLlCgMHDuT58+doampSu3ZtqZDN09OTYcOG8fjxYxo1aoSlpSX+/v44OzvTt29fTp48yf379zEyMqK4uJjv379jYWHBzZs3JaOwNm3aSG/xzMzM8PX1ZeTIkdy8eRMLCwuSkpIoKirCyMiIu3fv4ujoyLVr17CysiI6OhoZGRmaNGlCUFAQw4cPx9PTk969e/PhwweUlZXR0tLi+fPnDB48mCtXrjBgwADCwsLQ1NREVVWVd+/eYWdnV4VLw4YNkZeXJyoqCmtra65evYqjoyOBgYGSGkpcXBydO3f+hUtOTo5URO3j48OoUaO4desW5ubmJCUlUVhYiLGxMQEBAbi7u3P//n1sbGwkqcHo6Ghu3rwppSVpaGgwf/58oqKiyMnJYe7cudy6dYvp06ezc+dOjh8/jqOjI+Hh4Vy7dg0PDw8qKiooLS3l1atXfxkLWlpa2NvbY2lpSatWrRgyZAjKyspMmzaNXr16cf78eXR1dWnVqhXW1tbAHw/Ut2/fpn///jRr1ozWrVsTHBxMcXEx58+fJygo6D8UjxMmTEBFRYWJEydSp04d+vfvT/v27blx4wa6urrMmjULRUVFZs2ahZGRES9evGDOnDncvXuXnj17smTJEuzt7SWVm59x69YtPD09GTJkCPn5+Xh6ekrx9+DBA06ePCnNpDRo0IB69epJ7rqXL1/m0KFD3Lhxg1evXhEfH8+YMWP48uULHh4elJWVcevWLZ49e8b3799JT09n4MCB1KhRgzNnzhASEkJWVhYfP34E/pBULS4u5vHjx+zbt48bN27w7t07Pn36RGZmJt7e3pSVlXHlyhUKCws5e/asVGR9+vRpysrKpALjp0+fEhsby5UrVyQTu6tXrzJy5Eg0NTXR1NTk/PnzLFq0iKlTp3L69GmGDRvGkydP0NPTo0aNGlJcd+/enStXrkjGfy9evKBRo0bMmjWLUaNGMWnSJNTV1SX/hLZt2zJw4EBUVVWRk5NjzJgxALRp0+aXQd1f4cqVK5SVleHh4UF4eDhmZmbExcWxZMkSNmzYILXxt2/f4uTkxJEjR7C1tWXWrFl06dKFWbNmMWHCBNq0aUPnzp2BPwaav5OK/fTpEwUFBQQFBVFeXo63tzdZWVlcuHCB3r174+bmhqurKzY2Nri6uuLk5MSCBQvw8/NDU1MTdXX1X/Z55swZ3r9//68FeDWqUY3/lageAFTjb4eCggIUFBSAP5wsa9WqRVZWFqqqquTm5kpybJVSazk5OdSpU4ecnBwUFRWldQoKCuTl5aGqqkpWVha1atWitLRU2nclZGRkUFZWpri4WJKGKygooHbt2mRlZaGiokJhYaGU71xYWCitq127NgUFBdSoUQNZWVmKi4tZunQpU6dOZfXq1dK0PPyRwqGkpER2djarVq2SXF0rnWwVFRXJzs6WuFRK6FVyyc3NlbgoKSlRWlqKEOIXnsrKypSUlCAjI0ONGjXIz8//hUullF1BQQEqKipkZmZW4SIjI0NhYSHKysqsX7+eWbNmMX78eMLCwhBC0KlTJ9zc3Fi+fDmTJ09mzpw5bN26FWVlZZSUlKTrl5SUhLu7O7179+b58+fUrFmTwsJCli9fzuHDhyWPg7i4OEnB5meUl5eTn58vPWwePHiQjRs3MmrUKFRVVX8bP6NGjWLFihWSC66CggKqqqrIyMigpqYmmXgBvH///rc53j+jdu3ayMjIMGLECCnFqWbNmtSsWRNlZWUpvSU7O5u2bdtiaGiIkpISlpaWzJkzBxcXF3Jzc/H09KRdu3ZUVFTw9u1bxo0bx6xZsxBCoKyszLNnzygtLaVTp05SXMvKyuLi4kJoaCjdu3eXZBdlZWVRU1NDCIGOjg7Gxsbcvn2b8vJyCgoKUFVVRQiBhoYGFhYW3LhxQ3Iw3bdvnyRzWb9+fXR1dfn69SuFhYUIIUhLS2P//v00bNiQpk2boq6uTnh4OBMnTuT48eMsXryYgIAAxo8fT2lpKUVFRSgpKSEjI4O6ujqysrKoqqpKUrZz587l7NmzrFy5ksmTJ0vtqNI119XVlf379/9lXJeXl3Pw4EGmTp3Ks2fPKC8vp3379rRu3Zo6deqQmZkppU8pKSmhpKSEs7Mzzs7OAEycOBGAmjVroqSk9C/1QXXq1EFGRgYVFRWpPyorK+PYsWPMmzePSZMmMW/ePG7dukWjRo0kf4LatWvj5ubGuHHjqF27Nn5+fsjKytKhQwdmz55NaWnpL8eq9B752Vyu0um3rKwMJycnTpw4wZ49ezhx4oRk3KekpISysvL/ytz8alSjGv91VPcM1fjb4fPnz+jq6lJRUSFZw4eGhmJlZcXr16/R19enqKiI7OxsjIyMCAsLw8rKirCwMIyMjMjOzqaoqAh9fX1ev34tFdhVWsw/ePCAnj17snfvXq5evcq8efNo27YtiYmJ1KhRAw0NDaKioujcuTOPHz+mY8eOxMTEoKKiQu3atYmJiaFjx448fvyYTp06ERUVJRksJSYmUlJSAvzx8Prx40fq16+PEILU1FRatWpFSEiIxDUnJ4eSkhKJS2WOdlhYGM2aNSMnJ4fCwkIMDAwkLs+ePauiE96gQQPev39P165defLkCW3btuX79+/Iy8ujqanJp0+fJC4dOnQgNjYWZWVlVFVV+fbtG+bm5hKXz58/o66ujqKiIgkJCbRv35558+bh6enJgQMH6NatGzIyMjx48IBVq1axZMkSAgICCAkJQU9PD0NDQ4yNjfn8+TOdOnWqcv0aNWqEnp4eo0aNYuPGjXTq1AkFBQW6deuGmpoa2trav8RCTk4Or1+/Bv5I3cjKyuLx48fcvXsXT09Phg8fTnJyMh8/fmTixImsXr0aHx8f1qxZw6hRo+jduzc+Pj7SwMba2lrKqQckt+S/wsaNGwkODiY3N5fHjx9LEqLBwcH06NGDjx8/4u3tTWlpKc+ePaNly5acPn2aY8eOoaenJxkDKSoq0qZNG5KTk6U88fDwcHx9fZk3b540qxAQEMCnT5+kuK6oqCAsLAxTU1PevXtHfn4+Q4YMQV5enq5du+Ls7IyxsTHnzp3D0dERb29v2rRpQ58+fXBycpLqROTl5cnKyiI0NJTOnTsjhODRo0cAaGhooKGhQVhYGGVlZTx48IB+/fphaWmJuro6d+7cIS8vjxo1arBhwwZkZWVRV1fH39+fxMRElJWVGThwIHJycnTs2BEXFxcMDQ3R0tLC0dGRY8eO0bJlS+bNm8fx48dxdXVl2LBhZGRkkJyczKNHj6S4NjY2luK6Msc6ICCAtWvX8v79e3R1daUZC/gjTzskJIRLly7x8uVLDAwMpLS04OBgatSoQUBAAADPnj3j4cOH/1If1K1bN+bOnUv//v3R0NAgICCAkSNHEhgYSElJCf7+/qxbt44xY8YQHR1NbGwsY8aM4eLFiwQEBFCrVi1ptuHDhw8kJSVx9erV3+q/h4eHU1RUJEmlmpubo6yszPDhwwkJCUFfX59jx44xYsQIjh07xtixYzEwMEBfXx8zM7MqxnjVqEY1qlGJ6hqAavztMGDAAJ4/f07Tpk0xNTXlwoULrF69mhkzZrBv3z6OHj0qFfB5e3uzaNEiZs2axeHDh9m9eze2trYUFRURGBjI9OnTWbhwIUePHmXjxo0MGzaM79+/ExYWxtixY3F2dubIkSOsWrWKKVOm8O7dOxISEhg6dCgbN27k4MGDLFmyhPnz5xMcHIwQAjs7O/bs2cPu3buZO3cuLi4u+Pv7o6qqSrdu3Zg1a5aUzrN161YuX75MkyZNMDMz4/z586xZs4YBAwZw9uxZ9u7dS9u2bVFWVubmzZssWbKEmTNncvjwYfbu3Yu1tTVFRUXcu3ePWbNmMXfuXI4dO8bmzZsZPHgwKSkphIaGMm7cOImLi4sLEydOJCIigoSEBIYPH8769euleoe5c+cSGhpKaWkpffv2Zffu3bi6urJgwQJWrFiBv78/tWvXlhSQtm/fzsyZM9m8eTOenp40bNiQDh06cPbsWdauXcuMGTPYvn07Bw8epG3btmhqauLm5saKFSu4du0a27dvl5SPKnHhwgXmzZvHjRs36NatG/CHmValmRf88dD86dOn38aIlpYWr169Ii4ujqlTp1JRUYG6ujpxcXGEhYVx5swZLC0tAVi4cCEPHjxg/fr1VfYxatQomjZtyqZNm/D392fKlCl4enoye/ZsDh8+TEpKipRT36RJE7S0tPj69au0vaqqKkuXLqW4uBg3Nzfk5ORQVVWVzK7q1KnD9u3bsbCwIDs7m9mzZ5OamkrNmjVRVFQkNTUVPz8/IiIiCAsLIysrSyouDgkJwc/Pj0ePHhEZGUlwcDCpqakIIahXrx4AQgjS09OZP38+O3fupFWrVjx9+pStW7fy5s0bjhw5Ir2ZnjhxIhcuXGDAgAGsX7+enJwcjh49Kp0rwMGDB5k4cSK7d+9myJAh0vL58+cTFBTEhg0beP78OZ06dcLU1BRHR0fev3+Pr68vd+7cAUBNTY39+/dX2f7Tp08kJSVx/vx50tPTcXJyol+/fsTHx+Ph4UFCQgK3bt0iIiKCu3fv8uPHD2rUqMGhQ4fYtGmTVDQcGhrKli1bsLKyQlVVlUuXLkkzXXXr1uX8+fMoKysjhGDPnj0AuLm5UbduXVJSUqTzUVNTqxIHycnJ9O3bt8qy4OBgbty4wZYtW9iyZQsmJib06NGDT58+YWlpiZycHOHh4fj4+Ehv7h89esSbN28oKyuTYqFPnz7SPuvWrSulAKWmpuLu7o6xsbEUR2/fvv0lzmNjY3n69Okvy5s0aYKKigpdunT5hU81/hoqKiosX76cgIAAlJWVmTRpEvPnz+fFixeMGDGCnTt3Sn1cpb/EkydPGDhwIO7u7nh4eNCqVSuaN2/O9u3buXv3Lv369eP69escOHCArl27IoTg6NGjXL16lX79+hEYGMiWLVsYMGAAP3784MqVK6xbt45hw4b9T1+Oavxvx/9b1dFqVOM/j0ofgO7du4tHjx6JAwcOiCVLloiIiAjRtm1bkZGRIaytrUVoaKjYtm2bWL16tXj9+rXo1KmTyMzMFJ06dRJv3rwRa9asEdu2bROhoaHCxsZGZGRkiLZt24qIiAjh5OQkDhw4IB49eiT69+8vfvz4IYyNjUV0dLSYPXu2OHXqlPD19RWOjo4iOTlZNG/eXMTFxYlJkyYJT09P4eXlJSZMmCASEhJE8+bNRVJSkhg5cqTw9vYWHh4eYtasWeLr16+iZcuW4sePH2LQoEHiwYMH4uDBg2Lx4sUiMjJStGnTRmRkZAhbW1sREhIiduzYIVavXi3evHkjzM3NRWZmpujSpYt4/fq1WLt2rdi6dat49uyZsLa2FhkZGcLMzExERESIZcuWiX379omgoCDRr1+/Klzmzp0rjh8/Lvz9/YWDg4NISUkRLVq0ELGxsWLy5Mni4sWL4urVq2L8+PEiMTFR4jJ69Gjh7e0tTp8+LaZPny5iYmJEy5YtRWpqqhg8eLAIDAwUbm5uYuHChSIqKkq0atVKpKeni169eong4GCxc+dOsWrVKvHu3TuJi6WlpXj27JlYvny5WLlypZCVlRV16tQRWVlZolWrVqKgoEDcunVLnDp1SixatEgkJyeLFi1aiIqKiio/v8Pr169/0aXPyMgQderUEQMHDhQXL14UysrKIjQ0VLRt21ZkZWWJgoIC8fHjRzF//nxx8OBBce/ePVFeXi4aNmwoSktLRUxMjFiwYIGoqKgQxcXFwtHRUeTk5IiWLVsKIYSoqKgQ/v7+wt/f/5/GtLm5+S/nt337djFt2jQBiJSUFKGgoCBMTU3F48ePBSAuXrwoxowZI2RlZUVGRoYwNDQUz58/F05OTmL16tUiODhYGBsbi/T0dFGjRg0xePBg4e3tLZSUlERQUJDo1KmT0NbWFj9+/BCdOnUSDx48EK6ursLJyUnUrl1bpKamCgUFBdGjRw8REhIiVq1aJZYtWyY+fvwoTE1NRf369UVSUpKwt7cXV69elbTfo6OjhaGhofjx44eQk5MTixYtEm5ubkJBQUGEh4cLXV1dISMjI9TV1cXo0aOFm5ubuHLliujXr59QU1MTGRkZokaNGkJFRUUsWbJErFy5UgAiJiZG1K1bVyQlJQlAzJkzR2zcuFEoKysLWVlZ6bpZWVn9S/3Itm3bRFRUlCgvLxelpaWiS5cuIioqSmzcuFHs379fvH37VtjZ2QkdHR2Rm5srhg4dKgoKCkRBQYEoLCwUXbp0ETk5OaJmzZrC1tZWPHnyRCgrKwsvLy/Rq1cv8f37d6GkpCSdV+U5/pWme2X89u/fXxQUFIhWrVqJsrIyUVxcLA4fPiwePnwoCgsLRUFBgcjOzhaAcHR0FMeOHRMXL14UY8eOldpoYmKiGDt2rLhx44Y4f/68mDp1qoiNjRUtWrQQqampYtiwYeLevXvi2LFjYt68eeLz58/C1NRU8ql4/PixcHV1FcuXLxcfP34U7du3F5mZmaJHjx7i+fPnYtOmTWL9+vXi5cuXwtLSUmRmZgpzc3Px7t07sWrVKrFr1y4RHBwsevXqJdLT00WrVq1EVFSUWLhwoTh8+LAIDAwUgwcPFqmpqaJFixYiJiZGzJw5U5w+fVrcunVLjB49WiQlJUlcxo8fL65evSouXrwopkyZInFJSUkRI0aMEP7+/uL48eNi7ty5Ijo6WhgbG4sfP34Ie3t7ERQUJPbt2yeWLFkiwsPDhZmZmXSPeP78udi6datYu3ateP36tejSpYvUr0ZERAhnZ2exfft28eLFC2Fubi7y8/NF48aNxbdv38S8efPEoUOHxOPHj4W1tbXIzc0VOjo6IjExUUyePFmcOXNGBAQEiEGDBomsrCxRr1498ePHD+Ho6CiuXr0qvLy8xOjRo0VqaqqoV6+eyM7OFv379xd3794VHh4eYurUqeL+/fvVPgDV+LejegBQjb8NKgcAt2/fFgsXLhRHjx6VHmCTkpJEmzZtxNevX8X06dPF+fPnxY0bN8T48eNFXFycMDU1FXFxcWLcuHHi+vXr4vz582L69OkiOjpatGnTRiQlJQkHBwcREBAgjh49KhYuXCg+ffok2rdvL1JTU8XAgQNFUFCQcHV1FStXrhTv3r0TnTp1EmlpacLGxkY8e/ZMbNy4UWzYsEGEhYUJa2trkZaWJrp06SLevn0rXFxcxO7du8Xjx49Fv379RGpqqmjfvr2IiIgQixcvFocPHxZ3794VI0aMkLhER0eLWbNmidOnT4sbN26IcePGiYSEBNGqVSsRFxcnJkyYIK5evSouXLggpk2bJr59+yZatWolvn//LhwdHYWfn584fvy4mD9/vvj06ZMwMzMTqampwb7RWgAAjOhJREFUYtCgQeLRo0di3759Yvny5eLdu3fCwsJCpKWliV69eonQ0FCxZcsWsX79evHixQvRo0cPkZaWJiwtLcXr16+Fi4uLdKO3s7MTqampokOHDtIA6tChQ+L+/fti2LBhIjk5WeIyZ84c4eHhIW7duiXGjBkjEhMTRatWrURsbKyYNGmSOHXqlKhTp44IDQ0VzZs3F4WFhaJ+/frC3t5e3L9/X5w6dUoUFhaK8vJyYWZmJgoKCsSIESPEq1evxOnTp0VRUZEoKyurEjOVA4A6deqIGjVqCEDo6OgIfX198ezZM6GkpCTOnDkjHBwcxOfPn0XLli2FnJyccHBwEHfv3hWHDx+WYqG8vFzUq1dPlJeXi6CgIHH8+HGxceNGERMTI/Lz80VFRYXIzMwUc+bM+ZdjunIAUL9+fcmArHbt2kJdXV3Iy8sLGRkZkZKSUmWdmpqaeP36tWjSpIkwMDAQMTExQkFBQaipqYmjR4+KESNGCG1tbaGgoCC+f/8uNDU1xfTp08W+ffvEo0ePxODBg0VKSopkmDR27FixZ88eyfwpMTFRmJqaiujoaDF69Gjh5eUlPDw8xMCBA0V6erqoW7eutN2tW7eEioqKCAwMFPb29kJeXl4kJyeLYcOGiVu3bolt27aJxYsXixo1aoikpCShoaEhoqOjRd26dYWKiopQUlISYWFhokuXLkJZWVnExcUJDQ0NoaSkJJSVlUXdunWFvLy8dI1q1KghmY1VXiNAaGpqioKCgn94rcvKykRRUZEUJzY2NqK0tFRkZ2eLcePGiaKiIiGEEOPGjRPJyckiNzdXWFhYiJiYGKGkpCQaNGggHjx4IIYOHSrk5eVFfn6+kJeXF3PnzhX79+8XampqokaNGqJ+/foiNTVVMlI7efLkP3yYO378uHj79q0oKCgQFRUVIjU1VTg4OIgXL16IgwcPiqVLl4oGDRoIOTk5UVBQIOTk5ETdunWFsrKyUFJSqmJqZmhoKCIiIsSqVavEli1bxOvXr0Xbtm1FQUGBaNSokfj27ZuYP3++2LdvnwgJCRHdunUTeXl5Uiz8bARmb28vsrOzhaampkhLS5NiodIILD09XTLP+rMRWFJSkqhXr94vRmBz584VsbGxokGDBqKgoEC0b99evHjxQuzYseMXI7AWLVpUMQJ78+aNaNOmjcQlOjpaLFq0SDIC69KlSxUjsGnTpklGYJWmZpqamiI1NVWMHj1aMgIbPny4ZGqWlZUlhg4dKhmBjR8/XjI1y83NFTY2NiIoKKiK2aGurq7Iz88X5ubmIiwsTOzYsUMsWbJEfP78Wejr60sGgR8/fhTr1q0T69evF+/evROmpqaioKBANG7cWHz58kU4OTmJXbt2iWfPnonWrVtXDwCq8W9HdQ1ANf52OHXqFD179qS0tJSQkBAWLlzI/PnzuXz5MuvWrcPBwYGkpCQ+fPjAlClTcHZ25urVqzg7OzN16lQiIiJISkrCwcGBDRs2cPnyZebPn8/ChQt58uQJpaWl9OzZk507d3Lu3DlmzZqFi4sLPj4+1K5dm3bt2nHkyBFOnDjBtGnT2L17N5cuXUJfX5+mTZty/vx59uzZw7Rp0yQt+sqCRG9vb9avX8/MmTMlI60ePXpQXl5OUFAQixcvlrhs2LCBIUOG8OPHDz58+MDUqVNZunQpXl5eODs7M3nyZKKiokhMTGTkyJGsWbMGLy8vFi5cyIIFC3j27BmFhYXY2dmxY8cOLly4wKxZs1i1ahV+fn5SHvKRI0c4efIk06ZNY8eOHVy5ckXK169MQ5o2bRqHDx/m5MmTtG7dGnV1dW7cuMHmzZuZOXMmZ86cwdXVFSsrK6kGoDKd6PLly2zcuFHS4H/79i0zZszAyckJLy8vVq5cyfjx49m0aRMrVqzgypUrxMXFER8fT1RUVBWzrwMHDpCVlcWtW7dQVFRk//79mJmZMX78eE6cOEFaWtpvY2bt2rV07doVgMDAQOrVq0fv3r1ZuXIlYWFhhIeH07p1a16+fEn9+vXZsWMHt27dory8HAcHB6ZOnUpRURFdu3bl1atXhISEMHLkSBYvXkytWrWYMmUK5eXlFBYWcvDgQfLz88nPzwf+MNf6mcOfISsrK+WhDxw4kHnz5rF9+3batGlDly5dqFevHrVq1WLu3LksW7aMtWvXsmDBAurXr4+Pjw/Nmzdn5syZrF69mu3bt3Pv3j1u3rxJ7969MTMz49atWwQFBZGWlsadO3dwdnZm1qxZFBcXk5iYyKtXr3B1dZWkQZs0aYKXlxejR48mPT2dgoICnJ2diY2NJT4+HnNzczp27Mj06dN5+/YtGzZsYPjw4ZIPw9y5c1m6dCnLli3Dzc2N7t27Y2pqyvDhw8nKypJS56ZMmcKKFSuwsbHh4MGDlJeXs2LFCk6ePMmYMWOYMGECR48eldSs/Pz8MDMzY/PmzcAfRmstWrQA4MePH9ja2v7DfqNSSvXixYskJiZy//59kpOTUVZWZurUqZw9e5acnBzq1asnSY56eXkBf0hnRkREcO/ePZYtW8bgwYOJj49n3Lhx9OvXD1dXVzZu3Mj06dOrmGvdvHnztyZ3lSgoKGDkyJG0bt1aShebPXs2+/bto3379sjJydG/f39evnzJ0KFDiYmJwcDAQOofRo4c+YtUroyMTJV4q/xbCFHls5V/V37+z/upXPbz7z8f5+ff/+gcfncu8Ies6V999s++AjIyMtLnf3eMP3/+H12DP6/7mcNfHffPvP+8feVn/uq4P//+mctfXftqVOPfDRlRHWnV+Jvg48ePmJqacvDgQXJzc6lTpw4qKip8/vyZ7t274+PjQ69evaSHuBo1ahATE0OXLl3w8/PD3t6ep0+f0rhxY8rKykhOTqZ9+/ZSnmaljnhOTg7Z2dmYmppKBY/379+XioSLioowNDTkyZMn9O3blzt37tChQwfi4+MBaNSoEc+fP8fOzg5fX18sLS2Jjo5GUVERTU1N3r9/j62tLbdv36ZHjx6Eh4ejqqqKqqoqnz59qsLl1atXaGtro6Cg8AuXkJAQGjVqJHHp0KEDAQEBEhdDQ0Py8/PJysqqwiUwMBATExMyMjIoKCigefPmv3BJSEhACFGFi5+fH126dCE6OhoFBQW0tbV58+aNVEhbqXmtoqKCmpoaERERWFtbc/v2bXr16sWbN2/Q1NREQUGBb9++0bVrV8nA7dmzZ+jp6bF3717Onz/PyJEj6d69O0OHDuXx48c0a9ZMkh4F6N+/P1evXuXBgweSlrmpqSmJiYkYGRkhKyvLu3fv0NLSYuvWrVXiSEFBgU2bNnHu3DmsrKw4ePAgzs7OkuzkypUrMTIy4vr16zRo0IDGjRtTVFSEjY0NpaWlzJo1izNnzhAeHk7NmjUlM6pu3bphZmbG8+fPuXLlCgAODg7s27ePbt260blzZz5//lxF43/Xrl3ExMT8Zczv2rWL5cuXo6ury5gxY9i2bZu0bseOHbi4uKCmpsb06dPZtGkT06dP582bNzx//lyShDQyMsLOzo69e/eydOlSrl69ypw5c1i6dCmNGzdm+PDhxMfHc/36dQwNDXFxcSE/P59Tp04xatQoRo0aRXl5OZaWlmzbtg13d3fs7e1p27YtCxcupHXr1oSHhzNw4EC2bNnC2rVrOXbsGP379yctLY2EhAQePHjA7t27WbduHStXrmTFihUAzJ07lwcPHvDx40cUFRXZsGHDf9oEycDAgMWLF1fpL4yMjHj27BnKyso0a9aMN2/eYGxsTGpqKj9+/ODatWtSv9CzZ09evXqFjo4OOjo6VFRUMHjwYHbs2MG1a9do0KABjRo14uzZs7x+/VoasPr4+GBkZIS7uztr167l0KFD/Pjx45fzW7VqFTo6OgghePnyJcbGxnh5eVFUVISxsTEdOnTg7du3ZGRksGDBAtzd3Xn//n2VfuHmzZtkZmYiIyODvb09J06cYM6cOYSGhmJvb4+fnx+dOnUiJiYGeXl5dHR0ePXqldRGraysiIyMRFlZmbp16/Lx40dsbGzw8fGhZ8+evH37Fg0NDWrVqsWXL1/o1q0bvr6+9O7dm7CwMHR1dZGRkSEhIQELCwvu3LlD3759efLkCfr6+hQXF5Oenk7btm25e/cu/fv358GDB7Rs2ZKsrCzy8vJo2bIljx49ol+/fgQEBNC2bVtSU1MpKSmhadOmPH36FHt7e/z9/TE3NycuLg4ZGRkaNGjAy5cv6dOnDz4+PnTr1o2oqCiUlJR+4WJtbc2HDx9QU1NDWVmZL1++YGVlhY+Pj8RFR0cHeXl54uLiJC6VsdCkSRNKSkpITU2lXbt2v71H5OTkYGxszMOHD+nfvz/37t2jVatWpKWlUVxcTLNmzQgODqZv376/cNHT0+PFixeSCWXXrl35/PkzNWvWRFNTk8DAQI4fP86HDx8wMTH5T7WHalTjn6F6AFCNvw0qBwAuLi7o6OhIb01+96bq37Xu5zc4/53r/jdx+XfyPHbsGAMGDMDV1ZUdO3ZIx7p//z7z5s2jqKiI6Ohopk2bxokTJzAxMcHKyuo/FGd5eXmYmprSu3dvMjIyiImJoU+fPuzfv5+1a9fi6urK0KFD0dfXJykpCVlZWfT19f+Sy+TJk9HT0yMxMRF3d3c6duyIkpISWlpaPH36lL59+3Lp0iWGDBnC+/fvJV14gPPnzzN69OjfvmX974aTkxOurq7S/5qamowZM4Z9+/b95TbLli1j+/bt//Zz+x2Cg4Np27YtSkpKnDt3jiFDhkiDPmVlZd6/fy95bMCvceXi4kJiYiK6urps2rSJsLAwioqKsLKyYv369SxdupT169czZ84cHjx4gI6ODjdu3GDVqlWsXbv2t4o9/wgPHz6kU6dOUjGyubk5bm5uTJkyhdGjR+Pn54eJiQnFxcWSWd/kyZOrnLuioiIDBgzAyckJe3t71NTUOHHiBCdPnqRZs2Z8+fKFKVOmMGXKFHJycvDx8cHV1RVjY2O+ffvGkCFDWL16NVFRUTx//pw1a9bQsWNHoqOjsbGxYf/+/Tx58oTExETmzJmDjY0NkZGRdOzYkQsXLnD9+nXKy8txdHRk2LBhvH79GmNjY+7cucOJEyfQ0tKiR48ezJw5k8ePH9O0aVOePXvGtm3baNWqFaampqxZswZvb2+aNGnCx48fWbZsGb169UJDQ4MjR45w+vRpmjZtypcvX5g+fTpjx46lpKSE69evs2/fPlq0aMG3b98YMWIEzs7OREdHExoayvr162nXrh1fv36VVNxCQkKIiYlhwYIFUpG2ubk558+f5+bNmxQXFzNmzBgGDRrE27dvMTU1xdfXF3d3d9TV1enduzdTpkwhODgYQ0NDgoOD2blzJ8bGxrRp04aVK1fi6+uLgYEBb9++ZeXKlfTs2ZN69eqxb98+zp8/j4GBAZ8/f2bmzJnSYNrLy4tDhw7RvHlzvn37hqOjIydOnODGjRvIyMiQmJjI5s2bqwcA1fi3ojoFqBp/O6SmpqKurk5FRQW5ubk0bNiQL1++YGxsTGxsLFpaWpSWllJQUED9+vX5+vUrxsbGfP36FV1dXQoLCyktLUVLS4vY2FiMjY358uULDRs2lFRW1NXVSUxMpGXLlnz+/JkmTZqQkZGBvLw8KioqJCcnY2RkRFRUFE2bNiUtLU3Sfk9LS8PQ0JCoqCiMjIxITk5GRUWFGjVqkJGRgb6+PlFRUbRs2ZLExERJr/2vuJSVlVFQUCDpsVfezOvXr09hYSHFxcVoa2sTExMjcdHT0yMvL4+Kigrq1q1LQkJCFS5ZWVnIyspKWvw/c/nx4weKioooKSmRmpoqcWnevDkpKSkSl/T0dAwMDIiKiqJFixZ8//4dNTU1ZGRkyMnJoVGjRtIb77i4ODQ0NCgrKyM/P58GDRoQHR0tcalXrx5FRUW/cImOjpa4lJeXk5mZyZcvXygtLZW4qKurS2oqleeycuVKhg8fzvHjxwHw9/cnOTmZDRs2UF5eLsWRn5/fb2Os0nsgPj6ejIwMmjdvjry8PBERETRs2JAJEyZw7tw5Wrdujb+/P8+fP/+FS1FREfXq1ZN02BUVFZkwYQLh4eE8efKEmjVroq+vj6ysLC1atEBeXp569erx7NkzyQG20r31/zX8/f0pLi4mNjZWWrZ//350dHQA0NbWlpxz/1+hqKiIAwcOSP/Xr1+fLVu2UFpaKl2/+vXro6qqyrlz5+jQoQPm5uZ8/fqVyZMno62tTYsWLUhKSsLa2hoNDQ3gjxkhXV1dTE1NqVGjhsQ9IiKC2rVrM3PmTGkmA/5w5/1zmsifUVZWxqZNm4A/ZD4rJUrXrFlD06ZNCQ8PRwiBt7c3BQUFVdSWlJWVmTlzJunp6b/0CwYGBuzevZsBAwaQlpZGeHg4Y8aMYfPmzXh5ebF582bGjBlDZGQkqampDBw4kN27d+Pp6cnatWuZP38+oaGhFBcXY21tzZEjR7hw4QIuLi6sWbOG+/fvo6KiQtu2bfHw8ODkyZOsWLGCXbt2cePGDWlGzMvLi/3790uu5efOncPExIQ6depw584dNm7cyMqVKzl//jxHjx7F0tKSiooKgoODWbRoEWvWrMHT0xNXV1fs7e3JyMiQpHo3bdqEl5cXW7ZsYeTIkXz58oWEhASGDBnCzp078fLyYt26dcyePVsatPXs2ZNDhw5x8eJFXFxcWL16NYGBgdSsWZOOHTty6tQpTp06xYoVK9i5cyc3btxAR0eHpk2bcvnyZQ4ePMiKFSuk69GyZUvq1q2Lj48PW7ZsYeXKlZw5c4YTJ07QpUsXZGRkePLkCUuXLmX16tVcvnyZffv20adPHzIyMnjz5g1Tp05lw4YNeHl5sXXrVhwcHPj27Rvx8fEMHz6c7du34+Xlxfr165kxYwYvX76ksLCQ9u3bc+vWrf/u5lONavyC6gFANf52qJzelZOTw8jICG9vb6ZNm8bevXsZOXIkoaGh1KlTBz09PR4+fMiECRPYs2cPEyZM4P79+zRo0IA6deoQGhrKyJEjpRx3b29vjIyMkJOT48OHDwwaNIiDBw8yc+ZMPD096dChAwUFBdIb4aNHjzJ79mzOnj2LlZUVaWlppKWl0b17dzw8PJg9ezbHjh2jd+/exMbGkp+fj7m5OZcvX2b27NkcPHiQgQMHEh4eLj0E/szF0dGR58+fU7t2bfT09Lh//z4TJ05kz549jB8/nocPH6Krq0vdunUJCQlh1KhRUu2Bj48PhoaGKCgo8ObNGwYPHsz+/fuZOXMmXl5emJmZUVpaSnR0NPb29hKXc+fO0bVrV0mD3dramlOnTjF79mxOnDiBra0tsbGx5OXl0alTJy5evMjs2bNxc3Ojf//+REREIITAxMSEGzduMGPGDPbu3YuDgwMvX75EWVmZJk2aEBAQwOTJk9mzZw9jx47l8ePH1KtXDw0NDZ4+fcro0aPZs2cPU6ZMwc/Pj6ZNm7Jt2zY2b97M27dvefPmDZcuXaJt27YEBgZKseHt7Y25uTkeHh6oq6tLb687d+6Muro606dPlx7I1dTU6NKly29j7MePH2hoaGBtbc23b9/Yt28foaGhXL9+HTc3NyZMmICNjQ0xMTEcOXKEO3fu0KlTJ27fvi15TUyZMoXHjx9TVFTEq1evGDduHJmZmcTExDBmzBjc3NzQ09Nj5MiRtGrViuXLl2NgYICJiQm6urosWrQIExMTZGRkyMrKkh4oT5w4IaWb/bukAjds2EBubi43btyQlh07doz09HQAMjMzOXLkyL/l2LGxsXh4ePyyvEaNGowcOZLXr19z//59mjZtyoIFCxg1ahStWrWScuhDQ0OZPn06Li4uGBsbM2vWLObNm0fz5s0JDg7+Zb8qKioYGxuzc+dOevbsSUVFBX5+fly9epX79+8zePBgvn79Sp8+fXB0dOTSpUvSIPLPWL58Ofn5+cjJyTF16lTgj9SkytqgsWPH0rVrV86cOUPDhg1ZsGABHz58qLKP9PR01q5dy5o1axBCkJiYSOvWrbl8+bKUqmJoaEhBQQE/fvzAxMSEmzdv0qlTJ27evImJiQnp6enk5+djaGiIv78/FhYWeHp60rp1axITEykvL8fAwICgoCAsLCy4cOECZmZmUnpfgwYNCAsLw9zcnLNnz9KhQwciIiJQU1NDQ0ODjx8/SlK/HTt25M2bN1LtRHR0NO3atePChQuYm5sTHBxM48aNEUIQHx9PmzZtuHTpEhYWFgQEBGBoaEhhYSFpaWmYmJhw7do1iUtl6tDkyZN/6eP8/Pyq9HFDhgz5bR8XFRWFvb09hw8frtLHZWZmSoPBn/u4nj17Eh8fT25u7n+ojxsxYoTUx+nr6/9lH6elpcWTJ0+q9HF37tyhpKQENTU1rl27houLy3+9IVWjGv8E1QOAavztcPz4cXr37k1ZWZn0RmncuHGcPHmSZcuW4eDgQHJyMuHh4UyaNInZs2dLHXxlMV9ycjIODg44Oztz8uRJxo0bx6JFi3jy5AllZWX07t2bLVu2cPjwYRwcHFi1ahXe3t6oqqrSoUMHDh48yL59+xg6dCibN2/m7Nmz0o3ew8ODbdu2MXToUPbs2YObmxtt27ZFTU2NGzdusGbNGoYNG8bhw4fZvn07PXv2rFIEPHbsWE6cOMHKlSsZOnSo9KZvypQpTJ8+XeIyadIkPn36xPfv33FwcGDp0qW4u7szYcIEFixYQGhoKIWFhfTt25fNmzdz7NgxHBwcWLFiBb6+vtSqVYtOnTqxf/9+9u/fz9ChQ9m0aRPnz5+nYcOGGBoa4u7uzvbt2xk8eDCurq4cPXqUtm3boqGhwdWrV1m7di3Dhg3j0KFD7Ny5E2tra2RkZAgMDGTp0qWMGjVK4jJo0CCpCHj69OlMmTKFU6dOsWDBAsaNG0d0dDQJCQlSca27uzsTJ05kzpw5hIWFMWPGDObNm8fNmzdxcHBA/KFi9kt8CCH4/PkzAwYMIDk5mYMHD3LkyBHi4+OpV68e5eXlWFtbo6CgQJ06dapsB3+kFMnIyHD9+nUOHTqEv78/CgoKdO/enezsbCnP+9ixY3Ts2JGDBw/y8uVL2rVrh7+/P66urrRs2ZKQkBCSk5MpKyuTBln169eXPrdgwQLGjx/P0aNHUVBQYPbs2axYsYJbt27x7t07tmzZgqKiIkIIVFVVWbJkCQDjxo1DV1cXIQRnz579y4LBf5Td+bt1lbxlZGQICQmR/l6+fDlOTk58/PiR0tJSyYH2zw+u/+y4/+x8ysrK6Nmzp2QGV/l5Ozs7SkpKKCwsZPHixZiamtKtWzeWLl1KRUUFZ8+eRUFBgfnz53PkyBHs7e3Zs2cPc+fOxcrKCh0dHWmGxsDAADMzM7Zu3cr9+/dp164dQUFBbNq0iX379qGoqEjdunUZNGgQ0dHRWFtb8/btW2RkZNi/fz+3bt0iPDycWrVq/ZbP+vXrqVWrFjIyMtSsWZNZs2YRHBxMUFAQK1asYOHChZKPw9SpU3+Z4ZGXl+f79++cOXOmSj3D/1U0b96cNm3a0KJFCxwcHHBycuLUqVOMGzeOefPmERISIvVx69ev5/jx4zg4OEipObVq1aJr167s3buXAwcOMHjwYKmP09PTw8jIiJMnT0p93O7duzl+/DitW7dGS0vrlz5u165df9nHubi4SH3c69evmTFjxi993NevX4mJiWH06NFV+rhZs2bx6tUrcnJy6NevH25ubv/Tl74a/wdQPQCoxt8OTk5OXLt2DQUFBXr16sXq1aulQqrjx49z4sQJGjZsSPv27XF1deXSpUt07tyZS5cusWvXLszMzGjYsCEnTpzg6NGjUjHq6tWrsbOzQ0FBgWvXrrFjxw5sbW0JDAxk/vz5jBo1SnKaXbVqFQMGDCAoKIjx48cza9YsIiMjCQ8PZ968eYwaNYqgoCAGDRrEihUrePbsGenp6YwZM4bZs2fz8OFDbG1t2bZtG7du3UJOTo6+fftKCj1WVlYcOXIEDw8P6tevT/v27dm1axdeXl4Slz179tCmTRsaN27M8ePHOXnyJF27dsXb25u1a9dibW2NkpISnp6e7Nq1CxsbGwIDA1m0aBEjRoygoKCABw8esHr1avr3709QUBCTJk1ixowZfPv2jQ8fPkhvWIODgxk6dChLly7l2bNnpKamMmHCBGbMmMHDhw/p06cPW7Zs4fbt2wghGDhwoGSoY2VlxeHDhzl//jza2tpYWFiwfft2rl+/jqWlJefOnePAgQMYGxujr6/P0aNH8fDwoGvXrty6dYuNGzfSvXt3GjRoIB03NDRUekD9M/T19dHS0iI0NJSNGzdSt25dWrRowYYNG6QH6vPnzzNu3Dhu377NxYsXqaiooG/fvhQXFyMvL09ZWRl5eXlkZ2djbW1NcHAw379/p7S0FG9vb3r06EF2djZ2dnacP38eHR0doqOj0dfXl4pn7e3t8fX1pX79+oSHh6OmpoaWlhb37t0jMjISHR0d9u/fT6dOnVBUVGTZsmXY2NiQmZnJhQsX0NPTQ1FREUNDQxITE9HR0WHnzp1s3LiRr1+/0qJFC2RlZenSpQvv3r1jw4YNbN++nbCwMOkNZXFxMfHx8SxfvpyysjJKS0upqKigTZs2VFRUUFxcTHl5OWVlZVI6TWWaVllZGSUlJZiZmdGrVy8KCgqk9QUFBZSVlbF582bpc0IIioqKaN++PRUVFZSWlnL27FkePXpERUUF7dq1o7CwkJSUFKZMmUJZWRlr1qzh27dv0oPwmTNnmDFjBgEBAdSpU4eXL19SUFBAYWEhpqamrFy5Ei0tLTQ0NBg4cCBTp06lTp061KtXj/HjxzNo0CCUlJTo2LEj69ev59WrVzRq1Ii3b99Su3Ztpk+fzvDhwzlz5gxNmjQhJiYGXV1dTp8+jYODA46Ojnh4eJCUlETdunVJTEykrKyMsrIyqYjVwMAAgNatWyOEICQkhMOHD7N8+XISExNp3rw5RUVFaGtrU1BQQHZ2NuPGjUNdXR0PDw/q1asnCQr8DioqKlhYWFSngfCH6/vbt2+ZOXMmtWrVIi0tTUpNrFWrFiUlJdSsWRNZWVnJYK24uBhZWVlJZUdGRoby8vIq68rLy6UaBmdnZ+zs7Hjx4gU2NjasXLmSp0+fkpSUxLRp03B0dCQ0NBRzc3N27tzJ9evXEUIwdOhQZs2aRVBQEK1bt+bkyZO4u7tTr149unfvzurVq/H395eKvStrB1q0aMHx48er9HGbN2+ma9euqKurc/nyZZydnf+nL301/g+gegBQjb8djh49St++fSkpKSEoKEiSxPTz82P58uWMHTuW79+/8/btW2n6/86dO8ybN485c+bw/v17vn//Ljn9+vn5MXnyZJydnXnw4AElJSX07duXTZs2cePGDcaMGcPWrVu5fv06derUwcLCgr1793Lx4kUcHR05fPgwZ86coVmzZjRv3hx3d3dOnDiBo6MjFy5cYP/+/bRr1w51dXWuXr3Kjh07GD16tCSj2bt3b8rLywkMDGTlypVMmjQJHx8fVqxYwciRI0lNTeXt27fMmTOH2bNnc+fOHebPn8+MGTP4+PEjCQkJjB8/nmXLluHn58e0adNYtmwZwcHBFBYWMnDgQDZs2MDNmzcZM2YMmzZtwtvbm1q1amFpaYmrq6vE5cCBA5w7d45GjRphZGTEiRMnOHHiBA4ODpw5c4ZDhw7Rrl07NDU1uXLlCq6urowePZqrV6+ydetWbG1tkZGR4c6dO6xZs4bx48fj4+Mj5eT/+PGDly9fMn/+fGbNmoWfnx8LFy5k6tSpREVFERcXx4QJE3BycsLPz4/p06fj5ORESEgIeXl5PHz4EH19fVJSUjAzM5PqQYQQ5OTkkJubS3BwMNbW1gQGBuLj48P379/x9/dn3LhxDBw4kMTERJycnFi9ejXBwcGUlZURHR3N+fPnkZeXZ/To0cjKylJSUkJRURGurq5kZGQgKyuLrKys9FDx89+V+FkKUAjB5cuX0dPTo23btmhpaXHt2jXOnj3LgQMHOH78uFR8qKamxrp165gxYwbJycnUrl2bgIAA+vTpw927d1m2bBnXr19HVlYWRUVFFBUVMTMzIyMjAz8/PzZs2ICtra00o/Pjxw8CAwNxcHBARUWFkSNHEhAQwK5du6QUqri4OObOnUtUVBRubm5s3ryZlJQU0tPTGTp0KEIInj59Sn5+Pn369GHt2rV8/vyZiooKRo0aRU5ODi9fvuTRo0dMnz6d1NRUhg8fzosXL3j9+jV79+5l2LBhBAQE8Pr1a16+fEmTJk2oUaMGderU4dy5c7Rp0wY9PT3MzMxISEhg4cKF7Nq1CyEE7u7u7N69m+vXrzNkyBASExPZvXs3p0+fZs+ePRw8eJDVq1dja2vLs2fPyM7OZtiwYWhrazN37lyWLFki1VQA2Nrasn79+ioSlJX4efaj8rsFpIfFvLw86ftfuHAh37594+3bt7x794579+4xYcIElJSUUFRUlNKDmjVrxrJly3j06BHv379n6tSpGBoakpeXJzkw/xUqj/V/HT/Pyv0VxowZw61bt9i6dSujR4/Gx8eHtWvXMmjQIAoKCnj06BHLli1j6tSp3Lt3j6VLlzJp0iT27t1LzZo1ycjIwNjYmJSUFExNTcnMzERJSQk5OTmys7MxNDQkJSWFVq1akZ6ejqqqKoBUm5Gamkrr1q1JS0tDTU2N8vJycnNzqVevXpV1mpqaFBcXU1xczMGDB7Gzs+P169eYm5uzZcsW7t+/T3p6utSXV6Ma/25UqwBV42+DShWg48ePk5ycjKamJnXq1OHNmzcMGDCACxcuMGLECB49ekTDhg1RUFDg06dP9O7dm4sXLzJq1CgCAgJo3rw5paWlxMfH0717dzw9PRk9ejTe3t60bduWxo0bc/bsWVatWoW5uTlfvnzBxsaGAwcOEBQURFJSErNnz5YUMtq3b8/ly5fx8vJCCFFFIWPp0qXY29vz4cMHatWqha6uLk+fPmXYsGGcP3+ewYMH8/z5c+rWrYu6ujqvX7+WuAwfPpzHjx/ToEEDFBUVf+Fy9+5dDA0NKSsrIzY2Fmtray5fvizdBNu0aUNubi4pKSl07tyZ69evM2bMGCnHNjk5mby8PNq0aYOvry+jR4/mypUr9OjRg69fv1JRUUHz5s25f/8+jo6OXLx4ETs7Oz58+EDNmjXR09MjODiYYcOGceHCBQYMGMCrV6+oU6cOGhoavHz5kkGDBnH+/HmGDx/OkydP0NXVpVatWoSHh9OnTx8uXrzIyJEjpZzu8vLyX7j4+vrSqlUr8vLySElJoUuXLly9epUxY8Zw48YNzM3NSU1NJTc3l127dtG7d29mzpxJ//79Wbx4MQ0bNmTr1q00b94cZ2dnLl68yNy5c9HQ0ODs2bOSYsr+/fvZtm0bnz59olWrVnz+/JnU1FQsLS3/pfhUVFSkpKSE+vXr07hxY+CPfPbk5GQePXqEnZ0dPXv2pFatWnTr1o3t27fTqVMnFi9ejJubG/Hx8WzdupWZM2eycuVKNm7cyLNnz9DX1yc8PBwnJyfs7OxQV1enefPmNGrUCB0dHWJjY9m2bRuzZs1CVlaWI0eO0L17d7y8vNi2bRvDhg3Dy8uLkpIS8vPzOXjwIJs2bZI8Jxo0aMCFCxewsrKiRYsWUlqDoaEh586dY9SoUQBkZGSwf/9+du3aRUlJCZs3b2b27NnIy8tz5MgRFi1aJL3N37dvn5RvbWtry4wZM/D29mbZsmXMmzePWrVqSSosJiYm9OrVi4ULF+Lg4MD79+9p1KgRJSUlXLt2jQMHDhAbG8upU6fo2LEjb9++pUGDBvj4+PDq1SsSExPR09PjypUrhIaGkpaWhra2Np6enrx9+1Z6QOzSpQt37twBwN7enqCgICoqKigoKPjt9/n27VvatGlDRkYGd+7cwdbWlpo1a1K7dm0WL17M1q1b2bFjB4sWLeLixYsoKSkxdOhQ1q5dy5AhQ7h8+TI2NjZs2bIFgJUrVzJ79mx69OjBtWvXWLBgAa1atSI/P5+kpCQsLS2rxHWHDh1IT08nJycHMzMzvL29GT16NF5eXlhZWRETE0NpaSktW7bk7t27jBw5kkuXLtGrVy8iIyORl5enSZMmBAUFMWLECM6fP8+AAQN4/fo1tWvXRltbm+fPnzN48GDOnz/PsGHDePr0KfXq1UNFRYX379/Tt29fLly4gKOjIw8ePEBfXx8ZGRmio6Pp2bMnly5dYtSoUdy5cwdjY2MKCgpISkqia9eueHl5MWbMGG7evEn79u1JT08nOzubdu3aSVyuXr2KpaUlCQkJUiz4+/szatQoLl++TM+ePYmKikJWVhYDAwMePnyIg4MDFy5coF+/frx58wYVFRXq169PaGgoQ4cO5fz58wwdOlTiUrt2bd6+fUu/fv2qcGncuDHy8vJ8/vwZW1tbiUtAQABGRkaST0a3bt0kXwxvb2/MzMzIzMwkIyMDc3Nz6SXR1atX6dKlC4mJiRQVFWFqaoqfnx+jR4+WYuHLly8ANG3atAqXvn378u7dO5SUlNDR0eH27ducPn26WgWoGv9WVA8AqvG3QeUAYNmyZTRr1ozS0lLKy8tRVlYmMzMTLS0tfvz4gaqqKsXFxQghqFWrFllZWWhpaUlvaAoLCyVJvZycHDQ1NUlLS0NdXZ38/Hz69evHzp07/8sDgMpC1co3SuXl5ZSWlqKqqsqPHz/Q1tYmPT0dFRWVfwuXgoICZGVlqVGjBnl5eWhoaJCamkrdunXJz89HXl4eOTk58vPzqVu3rvSWKicnBwUFBeAP5RV1dXXS0tLQ0tL6Sy5aWlpkZGSgoqIipUwoKyuTkZGBtra2xKWkpISKiorfcikqKgL4h1wUFBSkdX/mIi8vT15eHnXr1pVUXzZu3Fjl+lWmaRw8eJBOnTqRk5NDVlYWmpqaksdCRkYGo0eP5suXL9SuXZs6deqgqanJzZs3GThw4F++jawcALRq1YqOHTsC8Pz5c8koSkVFhZ07dxIYGIisrCyRkZF4e3tjamrK7t27ycjIIDY2FkNDQz59+oSsrCxmZma/fC+ysrIUFBRI30tlbnvlgPL169fk5ORQv359Bg4cyNChQzl58iS3b9+mrKyMiRMncv/+ffr27cu1a9fo0aMHKSkpANJDVkxMDNOmTePNmzdoaWkhIyNDZGQkaWlpjBkzBn9/f7p27UpERAS1atVCR0eH9+/f8+7dO+bNmyfJJmZlZVFSUsLDhw/R0NDAwcGBrl27EhAQwOXLl+nbty/z58/n7Nmz0mxN586d+fHjR5UBgKGhIXv27OHVq1fIy8vToEEDLC0tWbhwIePHjyc1NRV3d3dcXFy4desWampqPHr0iPj4eA4fPsz69esZP368JB27atUqjhw5QkFBwV8OANzc3Jg9e7b0/4cPHwgJCWH06NHcu3dP0oU3MTEhOTmZ8+fPM2PGDCIiIvj06RMyMjKEhYUxcuRIbt26RevWrdm4cSPbt28nOztbar//kbj+Z7HwcxutqKigpKTkP91GlZSUftsXAdSsWfO3fdF/lkuNGjWQk5P7LZeaNWsC/JaLsrKylML2M5d/Z79aWeT95371v8Llz/1qbm4uLi4u1QOAavxbIf8/fQLVqMZ/FPn5+dSsWZPS0lJKSkrQ0dHh69evtGzZkq9fv0rymGVlZWhqalaR+tTT0yM3Nxc5OTmUlJRISEigRYsWREVF0bhxYzIzM/H396dLly5SKs/mzZtZtmwZDx48QFVVFVNTUy5cuMCBAwdYv369lPuup6eHjIwMN2/eZPv27axbt44uXboQHx9fZdpYT09PkseMiYlBQ0PjH3IpKiqSZEt/lvps0KCBxEVZWZn4+HhatmxZhUulNGml1OenT58wMDAgPT2d2rVro6ioSGpqKs2aNSMyMpJu3bqhpKQkvdW6fPkyBgYGREZGYmRkREJCgsTlZ6nPFi1aVJH6LC4uriJb+vXrV0ke8x9xkZWVrcLl8+fPNGrUiKysLCn1JTc3lxYtWvDp0yf09fWlm72CggJ5eXkYGhpy584dYmNjefjwIf369UNVVRV3d3dcXV1Zs2YNOTk57Nmzh9atW1NaWkrbtm0JCAjA2tqaZ8+esWfPHho1akRBQQF5eXlMnz4ddXV1NmzYwOLFi7l79y5NmzZFRUWFpk2bAuDn5/eLPOSoUaPo1q0bdnZ2UjxWPqQDkuqHjIwMDg4ObNmyhYsXL5Keno6FhYVUuL5lyxZ69epFTEwMhYWFtG7dmps3bzJ58mQ2bNjAgAED+PjxI0VFRXh5efH8+XOMjIwIDw9n+vTp7N+/n6ZNm1JUVMSGDRs4dOgQs2fPRkZGhpcvXwLg6+tL+/btGTFiBAkJCcyfP5+AgABGjBgh8enWrZsklzhz5swqXC0tLUlLS2Px4sVcuXKF8ePHA3Dr1i3u3r1Lp06dCA8Px8XFhVmzZhETE8PXr1958eKFVIw/ceJE9u3bh4mJCeXl5URFRbFixQpyc3OZPXu2lGKkqqqKpaUlBw4cIDs7m2nTpmFpaYmenh79+vWjZs2axMbGSqpFZ8+eBaBXr17S+fbo0QM5ObkqHIKDg9HX18fLy4uZM2eyefNm5syZI7kPt2rVit27d7Nt2zbmz5+Pubk5u3fvBv5/qdnr168za9YsTE1Npf2qqKhQVFQkFenHx8djZGTEkiVLUFRUpFatWiQmJlaJ60rZ4Z/jOioqimbNmpGSkkKtWrWQk5OjsLBQaqPNmzfn+/fv1K5dGxkZGQoLC39po3Xr1qW8vJyioiJ0dXWryPFqaWlRXFxMSUkJ9erV49u3b5Icr46ODgUFBVRUVKChoSH1q58/f0ZPT096+K1Vq1aVfvVnLoqKiiQnJ1fhkpqaSs2aNZGXlyc/P5+mTZv+wkUIQVZWFo0bN+bTp0+0aNGC+Ph46tatS2FhIUVFRb9IC2tqalJSUiLNylX2RZVcCgsLpcHBn+8RlVx+d4/IyMiQ0r2SkpKkAbuBgYHERUFBgdTU1F+4qKioAFThYmRkRHx8vPQSpLi4GGVl5f/AHbEa1fjPoTrJsBp/O3Tq1InPnz8jKytLkyZNePToESNGjODMmTP07dtXKvirVP8YPHgwp0+fZvDgwYSGhlaZFu7bty9nzpyRUocqddkrp4UrUyDu3LmDqakpJSUlJCQkYGVlxZUrVxg7diw3b96kQ4cOZGZmkp6ejrm5OdevX2fs2LF4enrSrVs3kpKSKCgowNTUVJriPnfuHD179iQ6OhpZWdkq08Jnz57F3t6+yrRw5RR3JZewsDC0tbVRVVXl9evX9O/fn9OnTzN8+HAePXpEkyZNpDSoXr16ce7cOUaOHMndu3dp2bIlpaWlxMbGVuFy7tw56TqHhoZiYWEhcfHy8sLS0lLi0qZNG3x8fBg1ahQXL17ExsaGr1+/IoTA0NBQykGv5FKpnqKrq0tISAjDhg3j9OnTDBo0iBcvXqClpYWampqUBnX69GmGDRvG48ePadSokcSlT58+nD17lpEjR3Lv3j1atGhBRUUFsbGx9OjRg0uXLnHy5EkGDhz4S+wMHDhQUgVq0qQJNjY2dO3alQ8fPjBgwABOnTqFh4cHPXr0YPfu3cjIyPD161f69esnGTfl5+fj4+ODvr4+Fy9eJCkpialTp9KjRw9sbW1/+VFUVJTWVSooVa6rWbMmVlZWdOvWjVq1amFvb09wcDCRkZGcPn2agoICDhw4QGZmJleuXOH58+eMHz+emJgY7t27x+nTpwkICCAhIYHRo0dLzsLDhw8nKCiInTt3smfPHnbt2sWuXbto0aIF/v7+BAcH4+7ujp2dHZ8/f0ZRUZEZM2bw6dMn9u/fz5gxY7h79y5btmwhOzubjIwMdu3aJcnp1q5dG0tLS1JSUigqKpLWubq6MnHiRHR1ddHX1wegbdu2jBo1Cn9/f/bs2cOePXu4cuWKlLr1/ft3JkyYQK1atZgwYQJNmzalR48e3L17l9jYWI4fPy4VHlc6MIeGhgLQoUMHevbsiby8PLa2trRo0UKSxjUzM/vt9/Hzj5WVFdOnTycxMZHTp09jYmLC/v37sbCwYMKECQwYMAAXFxeaNGmCrKwsX758wdbWFiUlJcaMGcPevXvZtWsXxcXFtG3blnPnzhEYGMjJkycZMGCAFHfdu3fnzZs3dOvWDXn5P967NWrUiIYNG6KoqEh4eDh2dnZSXN+/f5/mzZtTUVFBTEyMFNejR4/m9u3bVdL7OnXqxLVr1xg7dqyU3peWlkZubi5t27bl9u3bjB49mkuXLtGjRw9iYmIoKyujRYsW3L9/n5EjR3L27Fn69OnDp0+fUFBQoFGjRjx+/Fhqo/379+f169dSIfuLFy8YNGiQ1EZDQkKqpPfZ29tz9uxZHBwcCAwMxNDQkIqKCr5+/YqNjY2Uxujj40OrVq0oKCggJSUFS0tLvLy8GDt2LNevX8fCwoL09HSysrIkffyxY8dy+fJlrKysiI2N/SUN6ty5c/Tu3Vvi0qRJEx4/fszw4cOrcFFVVUVbW5uwsDCJy5AhQwgNDUVHRwclJSXevXtXhcvDhw9p1qyZlAZla2srcfH398fU1JSCggISEhLo1q0bnp6eEhdzc3MyMzPJysqiQ4cO3Lx5k7Fjx3LlyhWsrKxISEigpKSEli1b/lauthrV+G+HqEY1/ib48OGDAESvXr1EYGCgOHDggFi+fLl4//696NKli0hOThb9+vUTwcHBYvv27WLt2rXixYsXwsbGRqSkpAgbGxvx8uVLsW7dOrF9+3YRHBws+vfvL5KTk0WXLl3E+/fvxbJly8SBAwdEYGCgGD58uPj+/bswNzcXkZGRYt68eeLkyZPC29tbjB07VsTFxYn27duL6OhoMW3aNHHp0iVx5coVMWXKFPHt2zfRvn17ERcXJ8aNGydu3rwpTp06JebOnSuioqJEhw4dxPfv34WDg4O4d++eOHjwoFi6dKnEJSkpSfTv3188fvxY7Ny5U6xdu1a8fPlSWFtbi5SUFGFrayvCwsLE+vXrxbZt28TTp0+Fvb29SE5OFpaWluLdu3fC2dlZ7Nu3Tzx8+FAMGzZMJCUlCXNzcxERESEWLFggjh8/Lnx9fcWYMWNEfHy8xGX69OniwoULwtPTU0yePFnExMQIMzMzERsbKyZMmCBu3rwpPDw8xJw5c8Tnz59Fhw4dRGJionB0dBR3794Vbm5uwsnJSXz8+FF06tRJJCUliYEDB4qgoCCxa9cusXr1avHq1SvRo0cPkZKSInr16iWePXsmNm7cKLZu3SpCQkKEnZ2dSE5OFt26dRNv3rwRK1euFHv27BGPHj0SQ4cOFUlJScLCwkJERESIhQsXiqNHjwo/Pz8xatQokZCQIDQ0NERqaqoYO3asuHjxovDx8RHDhg0TmZmZQklJSQCiZs2aQkNDQ6irq4tatWoJXV1dUaNGDZGYmChGjhwprl69KtTU1ERgYKDIzs4WFhYWIjs7WyQlJYnJkycLIYQoLCyUYqGkpET0799fREVFif379/+nYjw4OFgAv/wYGxuL+/fvC0BoaGiImjVrigYNGggZGRnRoEEDUbNmTVG3bl3h5uYmhg0bJgBhYGAg4uLiRLdu3YSnp6fYsWOHWLhwoahRo4Zo3LixSEpKErq6ukJJSUmoq6sLDQ0N8ebNG6GrqysaNWok5OXlxfTp08XFixeFioqKePz4sTAwMBCNGjUScnJyon79+kJFRUV4eHgIR0dHERERIdTU1ISFhYX48OGD0NTUFGpqauLu3buiU6dOomHDhkJNTU1EREQIQNSpU0eoqKgIQDRs2FDIyspW4VLJPSoqSigrKwsdHR3x4sULaXloaOh/6hq7urqK6OhoYWdnJ0pLS0Vubq4oLS0VN27cEL6+viI/P1+Ul5cLTU1NUV5eLnE5fPiwmDVrltDR0RGJiYlCX19ftGnTRvj7+4s6deoIZWVliYuKiopIT08Xjo6O4vr168LLy0s4OjqK9PR0oaGhIXJyckS/fv3EvXv3hIeHh5g8ebJISkoS2traIj8/X3Tr1k0EBweLgwcPivnz54uYmBjRoEEDUVBQINq2bStev34ttm7dKpydnUVkZKQwNDQUhYWFwtDQUERGRoqVK1eKLVu2iNevX4s2bdqIgoIC0bBhQxETEyPmz58v9u3bJ0JDQ0W3bt1Efn6+qFevnvj+/buYMmWKOHXqlLh//76ws7MTOTk5QkNDQ/z48UOMGjVKeHl5iRs3bggHBweRkZEhNDQ0RHZ2thg4cKDw9/cXp0+fFpMmTRLJyclCW1tb5OXliR49eognT56IgwcPijlz5ojY2Fihq6srCgoKhJmZmXj58qXYvn27WL58uYiKihIGBgaisLBQNG/eXISHh4vVq1eLDRs2iLdv34pWrVqJwsJC0ahRI/H161excOFCsWfPHhEaGio6deok8vPzRf369UViYqKYOnWqOHHihHj48KHo06ePyM3NFT9+/BD29vYiJCREbNu2Taxfv16EhYUJW1tbkZKSIqytrcXLly/FmjVrxM6dO8Xjx49F//79RVJSknSPWLJkiTh06JC4d++eGDFihEhMTBQdOnQQUVFRYu7cucLDw0PcunVLjBs3TsTFxQkzMzPx7ds3MWXKFHHp0iVx8eJFMW3aNBEdHS3at28v4uPjxdixY4W3t7c4efKkmD9/vvD29haA+PDhw38qxqtRjX8F1TMA1fjbYdGiRVy/fh0FBQVsbW1Zu3YtN2/elOQm3d3d0dPTo127duzZs4fz58/TtWtXzp8/z+7du2nbti16enq4u7tz6NAhrKysuHnzJmvXrqV3794oKChw/fp1tm3bhq2traTZPnLkSLKysnjy5AkrVqxg0KBB3Lt3j4kTJzJjxgyioqKIiIhgzpw5jBkzhnv37jFo0CCWL18uyYCOHj2aOXPmEBAQgK2tLZs2beL27dvIyclhZ2fH6tWruXnzJt27d+fgwYOcOXOGevXq0a5dO3bv3s2FCxckI6F9+/bRunVrGjVqJEmaduvWjevXr7N+/XpsbGxQVlbG09OTHTt2YGNjg5+fH4sWLWL48OHk5eXx4MED6bOPHj3C0dGRWbNmER0dzfv371m0aBGDBg3i8ePH2NnZ4ezszNOnTyVpwxkzZnD37l369OnDxo0b8fX1RQhB//79WbFiBT4+PnTv3p39+/dz4cIFtLS06NSpEzt27ODSpUt07doVDw8PDh06RMuWLdHX1+fYsWMcP36cbt26cfXqVTZv3oyVlRWqqqpcvnxZ0uL29fVl8eLFDB06lJKSEu7fv8+aNWvo168fX758wcHBgXnz5hEbG8uzZ89wcXHBzs5OMlfq2bMnhw8fZseOHTg4OPD06VOUlJQwNTXlx48faGpqsmbNGq5fv05mZiZpaWnUqFEDBwcHjh49yvnz5wkLC+PEiRPo6ekBcOPGDZo2bcrMmTPZuXMnnz59Aqo6+gYFBeHp6fkPY9zX15du3boBfxTfRkRESG7H6enpPH36FAUFBWrWrMnz588pKSkhLy+PJUuWcPPmTSlVqHnz5rx8+ZKgoCBkZGQ4duwYHz9+JD8/H2NjY3R1dfH392flypWMHDlSelOdl5fH169fOXfuHJMnT8bd3Z39+/eTnJzM27dvadiwIYGBgUyZMoWEhASpOPLr1698+PCBDh06MHLkSFxcXBgyZAhnzpyhtLSUr1+/0rp1a0aPHs22bds4deoUdnZ2xMfHk56eTmJiIn369Kni+GtiYiIVynbu3Bk5OTnpLfpfwcXFhbi4OOn/srIy4A/ln3nz5qGvr8/169eBP9KCYmNjefPmDb169WLRokUkJyfz/ft3DA0NUVFRYejQoZSXl+Po6IipqSlNmzaVahT69++Pk5MTU6ZM4c2bN8jIyPxDz4NK/DM34Wr890IIQZs2baR+v0mTJrRt25Zdu3ZJRmiVhfOdOnVCR0cHd3d3jh49SocOHfDz82Pp0qUMGDAAGRkZbty4wc6dO7G0tOTBgwdMmjSJcePGkZqaypMnT3BxccHW1pbHjx8zePBgFixYwKdPn/j8+TNz5syRZmptbGxYs2YNQUFBZGVlMWrUKNatW/c/fbmq8X8A1TUA1fjb4cCBAzg5ORERESHp2FdONc+dO1eSjSwoKGD+/PlMnjyZhw8fMnnyZNatW4e/vz+1atVi4sSJLFq0SEpVcXV15fLlyzRo0IBBgwbh4uKCv78/gwYN4siRIxw/fpxWrVrRrFkzduzYwbVr1+jXrx8eHh7s2bMHKysrZGRkOHLkCKdPn6Zfv35cu3aN9evXM3jwYDIzM7l8+TL79+9nwIAB+Pv74+zszMSJE4mKiiIgIIB169ZJXBYsWMD8+fMJCwvj69evLFiwgIkTJ/Lw4UOmTJnC2rVrCQgIQFFRkcmTJzN//nwePnzIyJEj2b17N15eXmhrazN06FBWrlzJnTt3GDx4MEeOHOHkyZO0bNkSKysrGjduTHFxsaSTLScnJ8lYVuYY/3ndtGnTWL58OYcOHaJ///74+vri7OzM+PHj+fr1K76+vmzcuJFhw4ZJXObNm8eLFy+Ijo7GycmJCRMm8PDhQ2bMmMGqVau4f/8+8vLyTJkyhTlz5vDw4UNGjx4tXWsNDQ2GDx+Os7Mzd+/eZciQIbi5ueHu7o6RkRHW1tZs2bKFmzdv0r9/f+mh1cLCAiUlJQ4dOsSFCxcYNmwYjRs3plmzZsyfP5+Kigq8vLxYvHgxhYWFpKenM2TIEAA2b97M5cuXGTZsGA8ePJDSEZ48eUJqaip9+/ald+/euLu7M378eG7fvk1ERASPHj1i8eLFlJaWkpmZSWRkJJmZmcjLy2NhYYEQQqplyc3NRVVVlby8PJSUlGjRooVkAtWiRQu6dOnyi2HU6NGjUVRUpHHjxvTs2ZO5c+cyfPhwSkpKuHPnDnZ2dnz9+pUhQ4ZIDs4AISEhbN68GW1tbV6+fImZmRl3796lY8eOnDx5kg8fPjB+/Hi0tbVxcnLizZs33L9/n5SUFEk+19bWFlNTU5SUlCRVnRcvXrBx40asrKxITU1l3rx5TJ48mdGjRxMUFMS2bdsk5+WmTZvy6tUrXr16JfFp0aIFnTt3lnLgN27cSIsWLX7b/ocPH46GhgZKSkrSsuzsbCnPXk5OjjVr1lBcXCwVV1pYWBAWFsaVK1dQVFSkZ8+ejBkzBg8PD3x9fQGYP3++ZL7Xq1cv/P39yc/PJysrSxrgXL58mZMnT2JhYUFoaCi9evWiWbNm7N+/H3l5eQICAlBSUiIjI+O/qberxn8nioqKkJeXp7y8XJLxLSsro0aNGlL/Vml2V+kfIC8vL/kHlJSUSPKsFRUVyMrKVuk7ZWVlEUJI60pKSqr0nZXLf1728zohhLRdNarx70b1AKAafzs4Ojry5MkT6tWrR9u2bTl9+jQ7duxg5cqVLF26FB8fH5o2bUqDBg3w8vJi7dq1rFixgrVr1+Lp6Unbtm0pLi7Gz8+PxYsXs3LlSnbs2MHp06extLTkx48fPHnyhFmzZrFmzRr27t3L4cOHpTeFKSkpjB8/nk2bNnHw4EFcXV0ZOHAgHz9+BGDIkCHs3LlTklscO3YsYWFhKCkpYWNjw8GDB9m/fz9r1qxh+vTpPHr0CC0tLTp06ICHh4fEZdGiRfj7+9OkSRN0dHTw9PRk/fr1Epdr165JRay+vr4sXbqUFStWsG3bNs6cOYOFhQXZ2dk8evSI2bNnS1yOHDki2d2/ffsWJSUlbG1tiYiIoGvXriQkJEgqInFxcfTo0YOIiAhsbGyIjY1FXV2do0eP0qtXLw4cOMD+/ftZu3atxEVTUxMLCwvc3d3ZtWsXq1atYuHChQQEBNC4cWN0dXW5dOkSGzZsYMWKFaxatYobN25gbGyMEILbt2/j7OzMihUr2LJlC+fOncPc3JycnBwePnzI3LlzcXFxkZyJbWxsSExM5NWrV0yaNIkNGzZw4MAB9u7dS//+/fn06ROlpaUMHz6cbdu24e7uzuHDh1m9ejUfPnwgKyuL48ePc+TIEYyNjavE2qZNm4iOjubLly80btyYQYMG8f79e3bs2EHr1q3p1asXX79+ZeHChRw8eJAxY8ZQWFjIpEmTuHz5MuHh4Rw4cID09HR0dXVxcXHBwsKCxMREgoKC2Lx5M23atCE2NpbVq1fj7OxMSEgI8vLypKenS4XlMTExkgHVP0PPnj0ltRs/Pz8AIiIipPUeHh7S3z8vr8xZr9ymEoaGhgDMnTsXgLCwsN9uf+HCBenvkydPVllf+f9/BeXl5SQkJJCXl0dmZiYaGhqEh4djZGTEwoULmTRpEoGBgejq6qKurk5ISAiJiYk4OzvTpUsX7t69S0pKCmVlZcycOZOrV6+yYMECbt68iYWFBV+/fkVeXp6nT58SFxfH/PnzSUlJYfHixVy6dInw8HDpXIQQrFixgqtXr6Kmpsa9e/fQ1dWlefPm5OXlsX37dqKiomjSpAk5OTkIIWjSpAlRUVH069ePiIgIWrZsSVpaGiUlJTRo0IDPnz9jb29PREQEZmZmJCcnIyMjg6amJt++faN3795ERkbSpUsXEhISUFRURE1NrUob7dGjB3FxcdSpU4caNWrw/ft3unTpQmRkJL169ZKKY2VlZUlKSsLMzIyIiAjs7OykYvzS0lJJXSoiIoJ+/fpJBbB5eXnIyMigr6/Pp0+f6NevH5GRkRgaGpKRkUFJSYkkcmBvb09kZCRt2rSRuGhra/Pt2zf69OlDZGQknTt3JjExEQUFBdTV1YmNjcXGxqYKl9q1ayMrK0tCQoKkPGVra0tMTAyamprIy8uTnJxMx44diYyMlLjo6upSXl5OamoqxsbGREZGVuGSn59PSUmJVKhbyaVZs2ZkZGRUKaDu27cvkZGRtG7dWlLMqiyS7tOnDxEREVhYWPD9+3cUFBSoW7cusbGx9OzZk4iICKysrIiLi0NFRQUZGRni4+OxsrKqwkVDQwMFBQWSkpIwNTXl/fv3/+U2U41q/CNUy4BW42+DShnQRYsWYWpqSlFRESUlJWhpafHt2zdatGjBly9f0NHRITc3l4qKCtTU1CTFjU+fPkmKMjIyMtSuXZukpCRJAUdfX5+0tDQptSItLQ0DAwNJ4SE5ORklJSXk5eXJzMykUaNGREVFSU6tleo42dnZ0k2wefPmxMXFoa6uLhUy6ujo8OXLF1q0aMHXr1/R0tL6h1zy8vIoLy9HXV2duLg4jIyM+Pz5Mw0aNCA7O/sXLp8+faJJkyYSFyUlJVJSUn7hUqtWLRQUFMjIyJC4NGvWrIqKyD/ikp+fj66ursSl8uGiuLiYoqIi6tWrJznWfvnyhfr165Ofn/8vcalMv6j8ztLT06lRowbKysq/cElJSZGUN9LT09HX15du5P8Kl4qKCnJzc3/hoqGhISkzffr0iQ0bNuDm5saSJUuws7MjLi6OcePGsXv3bhYvXiypm9y5c4fMzEx69uxJnTp1SExMlLjY2tqira3NnTt3KCgoYPr06Rw+fJjWrVtjbGws+QBUyljWrFmTwYMH4+HhwbRp00hMTEReXp569erx4MEDunfvLr2RTE5OpqKiAl1d3f/JZgr8odT17du3Kko4/wwVFRUEBQXRo0ePKlwePXpE165dKSsrY9++fQwYMICaNWty/fp1cnJyaNWqFQMGDGDPnj1oaWlhZmZGVlYW379/Z8SIETRo0IDw8HAWLlzI4MGDJTO5TZs2kZycTMOGDVmwYAHBwcGoqKjQokULTp06xZYtW5gwYQI2NjasXbuW8PBw3r17x4oVK7CwsCAmJgYnJycKCgro3r07urq67Nu3DyMjI0mo4Oe4VlVVrRILjRo1IjMzU1LxSk5OpmnTpv+huJaVlSUrK4uGDRsSFRVF8+bNiY+Pp06dOggh/mFc/9xGjYyMJKWu/Px8SktL0dDQqNJGdXV1yc3NRQjxS1z/jktlv/ozF0VFRX78+FGFS1JS0l/2qwkJCb/l0rx5c2JjYyUuhYWFktLPz1wKCgqkfjUmJgYjI6Mq94h/xkVFReWXe0RqaiqKiopV7hH/GS6Vg77f3SPKyspYvnx5tQxoNf6tqK4BqMbfHpWW70KIKvm3lXrtldOylb8r8fPnZWRkfsnJrVxWuZ8/67//+Xg/H/fP+/7zdj9b1f98Tv+Iy88c/kqL/ud9/zxV/TOXn7f/+dx/t89/xOXnc/rZAffP25WXl//lNfgzz9/tG6jC5c/X6c/b/Y7nz8f9M6c/f/7n7xxg165dxMfHI4Rg4sSJvz2n6dOns3TpUmbPno2pqSn16tWjYcOG+Pr6MmPGDGbOnMnSpUv59OkT8fHx9O7dGxkZGVxdXVmwYAGTJk1CQ0NDktasdKOtqKiQ3Ilv374tpWZVcqmoqMDNze2X7+3EiROSHOvFixel5Xfv3pXeSO/ZsweA79+/V0nH+a/A1dW1yrUGCAwMJCcn5x9ud+jQISkF4s+o5Hzs2DFmz54t/S8jI4OTkxNz5syp8l1Xpm9UVFSwc+dOKU2sd+/epKSkEBsbS//+/dHW1mbr1q1s2LCBixcv0qxZM+rUqYO/vz+JiYn/Uh6/np4elpaW5ObmEh4ezogRI9DQ0Phtm/l52Z9dfn/XRn/G7+L65+v1z9rR7+L65+1+bldAlRj/Z+3oz/1q5XEr2/3v+pt/xPMf9Z2/+8xf8fy5P6/sD//qO/0rLr+7R/z5+/yrff+Oy1/t+8/bVaMa/y9QPQCoBgAPHz6Ubpx//qmU3KvE06dP6dq1K0pKStSvX5/58+eTl5f3yz6Li4tZvny5JA9nYWHB3bt3/8vn2rp1a+Lj45GVlUVHR0cq3vP19cXS0pIvX76gpKRE3bp1+fjxo1Qwam1tzcePH6lbty5KSkp8+fIFS0tLfH196dWrF2/evKFBgwbIysoSHx+PhYUFAQEB9OnTh2fPnmFgYCBNj5uZmREYGIi9vT1PnjyhZcuW5Obmkp2djbGxMY8fP8be3p7AwEDatm1Lenq6NN0cGhpKnz59CAgIwNzcnMTERGRkZGjQoAGvX7+WuHTp0oXo6Ghq1qz5C5fu3bsTHh6OmpoaKioqfP78mW7duuHr64uNjQ1v3ryhXr16yMvLExcXV4XL8+fP0dfXp7y8nJSUFNq1a8f9+/ercMnLyyMrKwsTExOCgoKwt7fnwYMHtGnTRuJiaGhISEgIffr0kfLIv3//jhCChg0b8uLFC3r37s2dO3fo0qUL3759Q1FREU1NTT58+ICNjQ2+vr5YWVkRGRlJnTp1UFFRISoqqgqXt2/foq2tjYKCAnFxcXTu3Jk7d+7Qu3dvwsLCaNy4MRUVFSQnJ9O+fXvu3buHvb09T58+pXnz5uTn55OZmYmpqWkVLq1atSIzM5PCwkIMDQ15+vQp9vb23L17l/bt25OUlIQQgsWLFxMYGMi9e/dQU1Pj5MmTpKen07FjR44fP86hQ4eoV68eU6dOxdPTkxcvXmBvb/9L3JaVlfH+/XsSExNJTk7GwcGBoUOHMnPmTMk7olatWjx58gR1dXUsLS0ZNmwYM2fOpEaNGlLx+uPHj/n+/Tve3t7A/69tX79+fentv7W1tZRr3LlzZ+kcTExMUFRUREZGhr59+wJQp04dybn4P4tDhw6RnZ0t7VNZWZlWrVoBf+T3KyoqAjBjxgxpm9DQUN69ewdA7969kZOTo2PHjuzevZukpCQSExPZu3cv7du3R05ODnNzc/bu3QtAUlISjo6OuLi44OPjQ3l5OTdv3sTR0ZHnz5+TkpLC27dvsbW1lfqFz58/o6KiIqXqAfTv3587d+6QkpKCnp4eJiYmxMfHA+Dt7Y2GhgYuLi6Sa3DPnj1xdXXl5s2bzJw5k86dOxMbG4uioiJaWlq8f//+l7iuXbs2tWvXJjIyEisrKymu3717J8V1bGzsL3HdqFEjhBAkJSXRvn177t69K8W1oaEhhYWFZGZm0qpVKx48ePBLXOfn59O8eXMpru/duyfFdXl5OY0bNyYsLExqo507dyYuLg4FBQW0tbV5+/atxKVbt25ERUVJxnh/5vLhwwc0NTVRVFTk27dvkuty7969efHiBQ0bNkQIwffv3+nYsaPEJSQkhGbNmlFSUkJ6ejpt2rSRuAQFBWFiYkJWVhZ5eXkYGRnx5MkT7O3tuX//Pu3atSMlJYXy8nL09fV5/vy51K926tSJuLg45OXl0dHR+S0XFRUV1NTUCA8Pp3v37lXuEZqamtSsWZPo6Gi6dOki3SNev34tpeUlJiZibm4u9auhoaFScfiPHz9o27atdI94/PgxxsbG5ObmkpubS8uWLatwqTT8Ky0tRV9fX2oX1ajGvxPVA4BqVEGlK+fPP82aNZPWv3nzhp49e1JQUICrqytTp07l2LFjVcyCKjFx4kRcXV0ZM2YM+/btQ05Ojr59+/LkyZP/0jl6enpiaWlJWVkZ7969Y9y4caxatYqNGzeyd+9e+vTpQ3p6OtHR0QwdOpRNmzZJP0OHDuXr16+kp6fTp08f9u7dy8aNG1m1ahXjxo3j1atXlJWVYWlpydGjR1m7di1Lly5l+vTpPHz4EGVlZUxMTDh//jwrVqxg0aJFLFy4EB8fHxo0aEDDhg25desWixYtYtGiRTg7O3PhwgWMjIxQUVHh4cOHzJw5EycnJ9auXcuJEyewsLCgoqKCV69eMX78eFasWMGGDRvYv38/vXr1IisrS+KyYcMGNm3axJYtWxgyZAgxMTGkpqZiZ2eHq6srGzduZPXq1YwdO5b3799TVFSElZUVR44cYd26dSxdupRp06bx+PFjatasSZs2bTh37hyrVq1i0aJFzJ8/Hx8fH+rXr0+TJk24fv06Tk5OLFiwgOXLl3P58mWMjIxQVVXl3r17zJkzBycnJ1avXo27uzsdO3ZERkaG58+fM3HiRJydnVm/fj0HDhzA2tqanJwcoqKiGDFiBOvWrZOcUQcOHEh8fDwpKSn07duXnTt3SlxGjRolKdd0794dNzc31q9fz/Lly5k6dSpPnz6lRo0amJmZcfr0aVxcXFi0aBFz587lzp07aGpqYmBgwLVr1yQuy5Ytw8vLi6ZNm6KhocHdu3eZO3cuixYtYvXq1Xh4eNC+fXtkZWUJCQnh8uXLuLi48O7dO86ePcuyZcvQ0dGhdevWGBgYUKtWLbZu3cqBAweYO3cuERERRERESEXob968YdiwYTg6OhIZGcmzZ8/o3bs3jo6OVVxqjx8/jqysLBYWFvTr1w8zMzNcXFwwMzOjT58+mJiYICsry9q1a5k3bx6dOnXC2dmZb9++YWJigomJCVFRUbi4uNC+fXuKi4vp168fJiYm3Lp1i+PHj9OuXTsKCwuZO3cuaWlp7Nixg5CQEJ4/f87s2bPJz8/H2tqarKwsli1bBvzhivv161fgj8FFXl4e8+fPJzQ0FH9/fyZMmMC0adNo0qQJrVq1YurUqbx+/RoTExNSUlKYM2cOhYWF3Lhxg4yMDExMTHj69CnXr18nLi6OJUuWYGpqyqhRo7C0tMTHx4fAwEA6duzI+PHjMTU1Zfz48ZJRWlhYGL169eLIkSOMHTuWfv36cfToUXbt2oWsrCz169eX0idu376NkZER3759Q1lZmRUrVuDq6oqvry+LFi3C3d2da9eukZmZSXFxMadOnSI9PZ3Dhw+jqKgoGTwJIdDR0eHVq1cYGxvj4+ND8+bNSUhIQEFBAS0tLSIjI2nZsiXe3t5Syk3lwLYytc/b2xtjY2M+fvyIlpYWCgoKJCQk0Lx5c3x8fDAxMeHVq1fo6OgghCAtLY2mTZvi7++PsbExwcHBNGzYUCpybtKkCQ8ePMDExIQHDx7QpEkTsrOzKSoqQk9PjydPnmBsbMydO3do2rQpaWlpVFRU0KBBA169eoWJiQm+vr5SmkqNGjXQ1tbm48ePGBsbV+GioqJCnTp1JLNCb29vWrZsyadPn6Qc9vj4eImLsbExb968oX79+gghSElJoWnTpvj5+Ulc9PT0KCoqkrjcu3cPExMTAgMDady4Mbm5ueTn50veBCYmJgQEBGBgYMCPHz8oKyuTPF+MjY3x9fWlWbNmJCYmIicnJ8VCJZefY0FNTY0vX75U4RIVFUXdunWpVauWlAJ1+/ZtjI2Nefv2LfXr1weowsXExISQkBDs7e1RVVWlZcuWXLhwAWdnZ+lecOvWLRo0aICuri4+Pj4sXLiQRYsWsWrVKs6fP4+JiQnKysoEBQX99n5ajWr8d6O6CLgaVdCtWzeGDx/+l+tXrlyJuro6Dx8+lHLemzRpwrRp0wgICKB3794APH/+nEuXLrFz506WLFkCIN3Ily1bxtOnT//T5zh37ly8vb0xMTHB2tqajRs3cvHiRSwtLbl3754ka6miosKBAwc4fvw43bt359GjRyxZsgQHBwfy8/M5ffo0rq6u9OzZk+Dg/6+9+46q4lobP/4FkWIBBFFRY+Uae0GFSECFYEfsJYqxcNUoxYKoGAMx2GvUYMVYUKOowZZYktgQBUEBMaBYsIB0jxKQIji/P7KYV4LJvTevefV3eT5rneViZp/jPM/Zc2b2zJ69w5g8eTJTp07l7t27HDt2DH9/f/Wq+KhRo/j8888JDw8nMTERb29vdYQbZ2dn1qxZow6BOWnSJMaNG8f333+Po6MjO3fuZO/evZiYmDB8+HCmT5/O4cOHsbW15fDhw2zYsIH333+fHj16sGDBAvbv38+HH37I6dOnWbRoEXZ2dhgZGbFu3Tq++eYbunbtyvnz55k9ezZDhgwhPz+f7du389VXX+Hg4EBYWBhTpkxh8uTJPHz4kO+++45FixbRq1cvLl68iIuLC/PmzSMqKooLFy4we/ZsBg0axNmzZxkwYACrVq3i1KlTFBcXM2XKFMaMGcOJEyfo0aMH33zzDfv27aNGjRrqkKZHjhzBzs6O7777jo0bN2JhYUGfPn3w9fUlODgYGxsbTp8+zdKlS9WRXlavXs2OHTuws7Pj3Llz+Pj44OzsTHFxMdu2bePrr79WY3Fzc8PV1ZWUlBQOHjzI4sWL6dmzJ2FhYbi4uODj40NsbCxnz55Vh2c9d+4cgwYNYtmyZZw9e5bnz58zdepUXFxcOHnyJL1792bLli0cPHiQatWqMXr0aKZOncrRo0fp2rUrBw4cYMuWLTRp0oT+/fvj4+OjToT2ww8/sGLFCqysrBgyZAg+Pj6Eh4djZ2fH2bNnmT9/Pv369QNgy5YtBAQEYG9vT2hoKNOmTWPs2LGkp6dz9epV7O3tadOmDXfu3KF///706dOHfv36ERISwqJFi4iIiKBGjRpoa2sTGRnJnj17+OSTT7hy5QqDBw/m3Llz6qRFV69eZcmSJTx//pyEhAQuXLhA586d1ZF8UlJSSE9P5/Dhw3Ts2JGLFy/yySef8Pnnn3Pp0iVCQ0Px8PCgSpUq3Lp1i+rVq/Pxxx+zbNkyCgoKyM/PV6/6Vq1alYkTJ3LgwAGqV69OnTp1CAoKon379kRHR5OSksL69euZOHEieXl53Lt3T+2S8eLFCywtLTEzM6N58+bMmjWLzZs3qyMSNW/eHA8PDwD1wVdra2tiYmIYOXIkNjY2DBkyhBMnTjBr1ixOnTpF/fr1mTlzJn5+fly9epWjR4+ybt06OnfuzL179+jduzfr16/n1KlTFBQU4OHhwfDhwzl//jz16tWjf//+jBw5kpycHL777jvGjBnDgwcP0NXVLdPto7RL1suXL6lcubI6mgygjhjz8uVLdHV1KSkpKTO6S6VKlSgpKVHX6erqqt0/tLW1KSkpUT+z9HNeXVe6La9uU2k3sdL3Va5cuUz3P0VR1GV/tL2vblPp5ymKUmY7i4uLy40OVlxcrJbR0dF5bSyv5qt03asxlL7/1VF3Spfp6empcZZ2tXn1/3s1ltLtfbXMq130SrdFT0/vtd/L62L5/Xf26ucAfPXVVzg7OxMfH0+rVq04f/4806dP58MPP6Rq1apkZmZSs2ZN4uPjsbCwYNKkSRw/fhwtLS0mTJiAq6srR48exd7enj179rBr1y5q1arFkCFDmDNnzl8+Pgrx75I7AKKcX3/9VR03+1U5OTn8+OOPuLi4qCf/8NuJfbVq1QgODlaXHTx4kEqVKjFp0iR1mb6+Pq6urly+fFm9zf5XrFmzhoEDB1JUVMRPP/3El19+Sf/+/QkNDWXy5Mnq2OTXrl1jxowZjB49mrCwMEaPHq0ObZicnIyrqytTp04lNDSU/v378+WXX3Lx4kUKCwsZOXIk48eP58qVK/Ts2ZO1a9eyb98+jI2NsbW1ZfHixRw7dgx7e3t27drFpk2baNasGS1atODrr79m79692Nvbc/jwYZYuXYq1tTWmpqbs3buXgIAAevTowc8//8xnn32Gk5MTJSUlnDx5koULF+Lk5ERoaChubm7qyeK1a9fw8vJixIgRaizTp0/n+vXrPHz4kIkTJzJp0iQuXrzIwIED+eKLLzhz5gx5eXkMGzYMb29vzpw5o971KD3xtbe3V+cicHBwYPv27eqJb+msqPv27cPe3p7vvvuOlStXYm1tjZmZGbt27WLLli04ODhw+vRp5s+fT9++fdHS0uL48eMsXbqUvn37Ehoairu7O6NGjSIzM5Pw8HDmzJnD8OHDCQsLY+zYsepV86SkJCZPnsyECRMICwtj0KBBaheMnJwcRowYgZeXF+fOnaNPnz6sWbOG7777Dl1dXT766CMWLFigdkvYtm0b27dvp379+rRr1461a9cSHByMvb09wcHBrF69GktLS8zNzdm5cydbt27FwcGBkydP4ufnR+/evalUqRKHDx9m5cqV9OnTh3PnzjFjxgxGjhyJRqPh4sWLzJs3j2HDhhEWFsb48eP59NNPuXXrFrdu3WLq1KmMHz+esLAwhg0bps6joNFoMDExYfv27TRq1IjatWtz//59nJycWLFiBcHBwYSGhnLv3j2125WJiQkajYZZs2ZRVFREjRo1qFevHllZWXz22WcsWrSIypUrq/tJ5cqVycvL4/Hjx+pDx5988gmurq5ERUXRq1cvgoOD6dixI4aGhgwcOJDly5eTmprK/fv36dChgzoalI+PDwEBAQQFBWFnZ0dKSgorV65k3rx5GBsbk5uby9ChQ4mOjqZp06ZUrlyZ4uJitevP71WqVAltbW20tbUxNDSkfv36xMbGMmbMGM6cOcPGjRtp3rw5AwYMUE/+69atq/azX79+PYGBgSQnJ1O7dm3u3LnD8+fP1fkBSk9A8/Ly0NHRUf8tKSlRT+Ryc3PVq91+fn6EhYXx6NEj3NzcePDgAXZ2dly6dAkfHx+cnJyoVKkSISEhBAQE4OjoyNWrV3Fzc2PMmDHqyGF+fn44OzsTGxvL6NGjmTZtGgkJCdy+fZtp06YxevRoYmNjcXJyYsGCBZw7d44nT54wZswY3NzcuHr1Ko6OjmzYsIGQkBB1fpB58+Zx8eJF7Ozs2Lt3L4GBgdStW5fOnTuzfPlyTpw4ga2tLSdOnGD58uV06NCBBg0asGXLFvbv34+dnR2hoaHMmzeP3r17Y2BgwIEDB9iwYQOOjo5ERkbi4eGBi4sLOTk5nDlzBn9/f5ycnIiNjVX30du3b3Pjxg1mzJjBqFGjiI2NZeDAgWojMisri7FjxzJ58mQ1lnXr1nHkyBEqVaqEs7Mzc+bM4dKlS9jZ2bFnzx527txJrVq1+OCDD1iyZAmnT5/G1taWY8eOsWrVKtq0aUPTpk3ZuHEjwcHB2NraEhoaiq+vL46OjlSrVo19+/axdetW7O3tiYiIwNPTk1GjRpGXl8epU6dYvHgxffv2JTo6mnHjxuHu7s79+/eJiYlh9uzZjBgxgtjY2DIN+tTUVFxdXZk4cSLR0dH07NmTVatWcezYMRRFITQ0VB161tjYWB2Ctri4mPz8fIyNjcnJyeG9997j4cOHfP311zRr1gwLCws2bdrErl27sLe35/jx4yxevBhbW1uMjY0JDg7Gx8fnLx8fhfh3SQNAlDF+/HgMDQ3R19fH3t6eqKgodV1cXBzFxcV06tSpzHt0dXXVK3+loqOjadasWZmGAoCVlRXwW1eiv2rs2LGcOXMGHR0drKys2LhxI5s3b8bDw4MFCxYQEhJC7dq1ad68Obt372bVqlW4u7uzatUqgoKCaNasGbVr1yYkJETtSrF582Y2btyoDnVYSktLi127drFy5Up69+5Nbm4uMTExTJo0iTlz5rBnzx4WLFjAiBEjePjwIUlJSYwePRo/Pz+1m9DEiROJi4vj6dOn9O3bVx1ytLT70IULF6hUqRI2NjZs2LCBrVu34unpia+vL8eOHcPExITmzZsTFBTE2rVr1Vj27NmDhYUFderU4bvvvsPf3x8PDw82bNjApk2b6NSpEwYGBvz44494e3szY8YMtm/fzqpVq3B0dCQ/P5/IyEgmT57MnDlz2L17NwsXLmT48OGkpKRw9+5dXFxc1Fg+++wzJkyYQFxcHBqNhv79+7NkyRKCgoLw8vLC09OT0NBQFEXBzs5OPUnz9PRk/vz5/PDDDxgbG9OqVSt27NihxrJs2TL27dtH48aNqVu3LgcPHmTJkiW4u7sTEBBAYGAgHTp0oGrVqpw6dYq5c+cybdo0tm3bxurVq3FwcODFixdERETg5uaGt7c3u3fvZtGiRQwePJi0tDQSExPVq9179uzh888/Z9y4cSQkJJCZmcmAAQPUIUe9vb1xd3cnLCyMkpIS7O3tWbt2Ldu2bWPatGn4+Phw6tQpqlevTrt27di2bRvr1q3D3d2dJUuWcPDgQRo0aECDBg0IDg5WY1m3bh3bt2+nbdu2VK9enRkzZtCpUyd27txJjRo1OHToEF5eXjx69IjIyEiqV6/OuHHjOHnyJEeOHMHDw4Pc3Fw++OADvvzyS3Wiug4dOvzb+86rD8qW1sHTp0/z/Plz2rVrx+LFi5k9ezZ37tyhU6dOGBsb06xZM06ePImvry9+fn6Eh4fj4+PDhAkTWLVqFSNHjiQ8PJz58+eXaYD8uxYuXMjHH39M48aNWbFiBd9++22ZK6DBwcFMmTIFU1NTDhw4oI6Osnv3bvbs2cPgwYNp1KgRrVq1IiMjA21tbWrUqEFycjJ2dnYkJSXRsWNH0tPTMTAwUEd26dKlC/fu3cPGxobHjx9jZGSErq4u6enpTJs2Ta3XHh4eal0ondQuMDCwTF0wMjKibdu2bN++vUxdCA4OpkGDBtSvX79MXQgICGDbtm20a9eO6tWrc+rUKXx8fNR6vXbtWrp160ZJSQnh4eG4u7ur9Xrx4sUMGDCAzMxMEhISGDt2bJl6PXbsWBITE0lLS2Pw4MEsWrSoTL0ODw+nsLAQBweHMvV67ty5nDp1iqpVq9KhQwcCAwMJCAjA3d2dhQsXcvDgQerXr0/jxo3Zt28fy5Ytw93dnbVr17Jjxw5atWqFkZERP/zwA/Pnz2fatGkEBgayfv167OzsKCkpITQ0FE9PT7y8vAgKCmLJkiU4OTmh0WiIj49nwoQJapcYPz8/XFxcuHv3LikpKQwdOpSFCxeyZ88eZs+ezZQpU4iMjCQ/Px9HR0dWrVrF9u3bmTFjBnPmzOHHH3/EwMAAKysrtmzZwoYNG/Dw8MDf35+DBw9Sp04dLCws2LNnDytWrMDd3Z01a9YQFBREixYtMDEx4dixY/j6+uLp6cnWrVvZsGEDtra2aGlpcf78eWbMmMHMmTMJCgpi+fLl9O3bF41GQ2xsLBMnTsTHx0eNZfTo0Tx8+JBHjx6pXf/27NnDnDlzmDRpkjoBX69evdi+fft/vB8J8Z+SYUAF8NuDvatXr6Zv377qbcuVK1eSl5fHpUuX1FkShw0bxoULF9RZSksNHz6c0NBQUlNTAdSRUH7++ecy5Upvl27atKnMA4G/l5GRQWZmZplld+7cYeDAgUydOpUPPviAX3/9lfz8fBo1asS1a9ewtbUlPDyc5s2bq31D69aty40bN/jwww8JCwujdevWPH78GB0dHWrWrMnNmzf54IMPuHjxIpaWliQlJVGlShWqV6/OvXv3sLKy4sKFC1hbW5OYmIixsbHaZ7d9+/ZcvHgRGxsbtT+vlpYWGRkZah9nW1tbYmJiqF+/PkVFRWg0Gt5//30iIiLo2rUrkZGRNGrUiNzcXJ4/f07jxo3LxPL++++TnZ2txhIXF4etra0aS2pqKpUqVVJj6dKlC6GhoXTo0IEHDx6gr6+v9nMtjaVz585oa2uTnZ1N06ZNWbZsGcHBwerQfJ6engwePBhdXV12797Nli1bsLCw4O7du4wdO5YpU6aQlZXF6dOnWbFiBW3atOHevXvqXZS4uDhu3LjB3Llzsba2JikpiSVLltCsWTN1rPD33nuP2NhYbG1tuXTpEi1btiQtLQ1tbW3MzMxISEjAxsaGixcv0r59+zKx3L59G2trazWWu3fvUq1aNapUqcLDhw/p2LEjFy5coEuXLiQkJGBqakqlSpVITU2lbdu2hIWF8eGHH3L9+nXMzc0pKSnhyZMnNG/eXO3KExUVRaNGjcjLyyM3N5emTZsSGRlJ165diYiI4B//+AcajeYPY8nIyACgVq1axMfHq7G0a9eOR48eqeOe3759m9zcXAoKCoiLi2PJkiV4e3szefJk7t+/T6dOnTh16hQXLlxg+/btTJw4kSlTppCamsrSpUvJzMykbdu2HD16lD179qCnp4eTkxPjxo3j8uXLNG/enPPnz/PVV1/RpEkTrK2t8fb25uTJkzRp0oRr167h6+uLra0tDRo0UO8+lI7z3rdvXz744AO0tbU5f/48P//8M9evX+fXX38tU6+bNm1KaGgo1tbWZfalqlWrUrVqVTWW0jK3bt2iRo0a6Ojo8PjxY/WBye+//57Dhw/z8ccf4+7uTlZWFllZWTg6OnL06FHu3bvH7NmzWbBgAZ07d2bHjh08fPiQpk2bEhUVxYIFC7CysuIf//iH2hhr3LhxmWFA9fX12blzJ4GBgWq9Lp3NW6PRcOLECVauXEmrVq1ISkpiwIABrx0G9O7du3Tv3p2vv/6a8+fPk56ezuTJk+nRowcJCQlYWlpy4MABDhw4gLa2NkOGDGHYsGFcu3aN5s2bc+bMGTZs2IC5uTldu3bF3d2dc+fO0aRJEyIjI1m8eLE6PKy/vz8hISFqLF5eXvTp0wdjY2MCAwPZtm0bFhYW3LlzB1dXV1xdXcnJyeH7779n9erVtGzZkqSkJAYNGsTnn39OYmIiV65cwdfXV92HHBwcWLduHRcvXiQlJQU3NzccHBy4efMmnTt3Zu/evYSEhKgzIg8ZMoTo6Gj1+YLAwEDMzMzo3r07n376KaGhoTRt2pSIiAiWLl1KmzZtaN26tXpho1GjRvzyyy/Mnj2bHj16YGpqqk6i2LRpU+7cucOkSZNwcXGhqKiIFy9eUKVKFS5fvkzXrl25evUqDRo0ID8/n5ycHCwsLNR99MqVK1hYWPD06VMKCgpo2LAh0dHR2NnZqftFVlYWJSUlmJub/+ExwtTUlFu3br32GFH6XEfnzp3L1es/O0YAZGZm/uEx4unTp+jr6zNt2jQZBlT8reQZAAGAjY0NNjY26t/Ozs4MHTqUtm3b4uPjw8mTJ8nPzwd47W19fX19dT1Afn7+H5YrXf9nSh/0fJ1q1aqV2RaNRkPNmjVJT0+nRo0a5Obmql0Mfv31V0xMTEhLS8PExIRff/0VXV1dtLS0yM3NpUaNGqSnp1OzZk00Gk2Z7TMyMiI1NRUzMzOys7MxMDCgpKSEoqIiDA0NycjIoFatWmRlZVGtWjW121S1atXIysqiVq1aZGRkYGhoSEFBAYqiUKVKFbKzszEzMyM1NVVdV5qb38eSl5dXJhZTU9MysZRecS2NJS0tjZo1a/L06VN1tJe8vDyMjIxIT0/HzMwMjUaDhYUF2dnZf/odvClaWloYGxuTl5eHtrY2enp6PHv2TI2lRo0afxiLqalpmVieP3+OsbEx6enp1KpVC41Gg4GBAfDbqFNGRkakpaWp30vVqlUpLi6mpKSE6tWrk5mZSa1atcjMzKR69eoUFRWp30tWVhZmZmakpaWpt/QBDAwM0Gg01KpVi/T0dIyNjXn+/Dna2tro6uq+NpZKlSoBv3WnezWWZ8+elYvFyMiIyZMnqyMHjRo1iqioKLy8vNTRa0r3zaFDh3L79m3Gjx//f3KV8MqVK5iamvLy5Uv1Dt+AAQNYvXp1mXqdnJysfi+/35dKu0ikpaWp+1KVKlXU7jil+1L9+vXVK7effvopxcXFVK1alcqVK6tzLFhaWhIfH8+IESMYPHgwYWFhZeqZ+O9jaWnJkSNH1HpUq1Yt0tLSMDIyorCwUN1/NRoNZmZmpKenY2RkRF5eHlpaWujp6fH06VNq1qyp7qO5ublqF7Q/O0bk5eX94TGioKBA/b35fb0uKCj4j48RRUVFlJSUqL83QvzdpAuQ+EMWFhYMGDCAs2fPqj9M8NuJ1u8VFBSo6+G3k6Y/Kle6/s9MnTqVGzdulHkdPnwYgCZNmpCZmYm2tjYmJibcvXuXjh07EhUVRdu2bXn8+DF6enpUr16dhw8f0qFDByIjI9Wr4tWrV0dPT4/Hjx/Tpk0boqKi6NixI3fv3sXU1BRtbW0yMzNp0aIF0dHRWFlZcevWLczNzSkuLubp06dYWFgQGxuLtbU1N27c4L333uP58+c8f/6cBg0acOPGDaytrYmNjaVJkybqcxXm5ubcvHkTKysroqOjad68OdnZ2WhpaWFqasqdO3fUWNq0aUNqaiq6urpUr16dBw8eYGlpqcZSOrOkvr4+jx8/pm3btkRGRqqxmJiYoKOjo96RuHr1Kp07d+bWrVtkZGSQn59PREQEHh4ezJ8/nyNHjrBkyRKGDx/Oo0ePuH37Ni4uLixYsIAjR47g5+eHq6sr169fJzs7G2dnZ5YvX86hQ4fw8fFh9uzZZboABQQEsH//fmbOnEnr1q1JS0tDV1cXQ0ND7t+/r8bSvn17kpOTqVq1KgYGBqSkpNC+fXs1lqSkJPVqcXp6Oq1atSIqKopOnTpx69YtateuzcuXL9FoNPzjH/8gJiYGKysr4uPjqVevHoWFheTm5tKoUSPi4uKwtrYmLi6Oxo0bk5uby4sXL6hXrx4JCQlYWVkRExOjzmyqKApmZmYkJibSqVMnoqKi1FgqV65MjRo11C4mpbGkpKSoV75LrwKWxnL//n0MDQ3Vk9rWrVtjY2PDnDlzmDdvHmfPnkVbW5suXbqwceNG9u7di7e3NytXruTIkSOYmprSokULgoKC2LZtG15eXmzZsoW9e/diYWGBubk5R44cYfXq1Xh7exMUFMTmzZuxsrJCV1eXH3/8kc8++4w5c+Zw4MABddSs3NxcoqKiytQFNzc3AJKSkkhKSlL3TR0dHYYOHcqZM2do3LgxhoaGlJSU0Lp1a3VfunPnDjVr1kRRFLKzs2nWrJm6L928eZO6devy4sULfv31V5o0acL169fV76X0zkt+fj7vvfcednZ2r60LgYGBfPnll8yZM4fg4GC++uorevToQWFhIeHh4Xh6ejJv3jxCQkJYunQpQ4YMISUlRe0O9mq9Lu3alpmZqT4LERISos4ufunSJV6+fEm3bt34+uuv2b9/P97e3ixatIiTJ0+qXYB27NjBzp078fLyIiAggODgYBo1aqR2AQoICMDLy4tdu3axbds2OnTogKGhISdPnmTRokV4e3sTHBzM+vXr6datGy9fvuTSpUvqjOUhISEsW7aMgQMHkpmZyS+//MLYsWPVWBYsWMDYsWOJj48nLS2NQYMGsXTpUjWWmTNncunSJQoLC9WZvIODg5k9ezb+/v6cPn2aatWqYWlpybZt29i1axdeXl6sXbuWQ4cOqV2A9u/fz4YNG/Dy8mL79u3s3LmT1q1bY2RkxIkTJ1i6dCne3t7s37+fgIAA7OzsePnyJaGhocyePRsfHx9CQkJYvnw5/fv3Jzs7m7i4OFxdXfHz81NjcXFx4YsvvsDAwAA7Ozvi4+PV31ULCws0Gg0lJSXUrl2bW7du0blzZ65evap2B9PR0cHExKTMPtq2bVtSUlLQ19enWrVqZY4RlpaWPHjwAENDQ3VW3lePEaX1WktLi+zs7DLHiJs3b2Jubl6mXr96jGjQoAHPnz9X6/Wrx4jSuxXFxcXUqVOH+/fv/0fHaiH+CmkAiD/13nvvUVRURF5eHubm5gBqN59XpaamlpmB1Nzc/A/LAf9yttJatWqpwxqWvkqHI/3hhx/o2LEjxcXF3Lx5k8GDB6uzsQYGBtKtWzc0Gg0PHz6kV69eBAQEMGvWLAICAujTpw8PHz5Eo9HQrVs3vvnmG2bOnMmqVasYPHgw8fHxFBcX07FjR7799lumTZvG4sWLGTVqFBEREVSpUoVmzZpx+PBh3NzcWLhwIa6urpw9e5Y6depgbm7OTz/9xD//+U8WLlzI1KlTOXbsGE2aNKFq1aqEh4fj4uLC4sWLmTZtGvv376ddu3a8fPmSX375hSFDhqixfPPNN3h6elKlShXMzMyYOXMm69evZ9asWWzYsIGePXuSnJzMkydP6N69O1u3bsXLy4vVq1czaNAgbt26RWFhIdbW1uzevZvp06ezbNkyRo0aRWRkJHp6ejRv3rxMLOPHj+fs2bPUqlWLevXqcfr0aSZNmoS/vz+ffvopP/zwA02aNMHQ0JBLly6pQzN6enoSHBxMu3bt0NLSIi4ujmHDhrF8+XJmzpzJjh07sLGxIScnh6SkJPr168e6deuYNWsWmzZtwtHRkbS0NLKysnBwcGDz5s14eXmxZs0anJ2dSUxMpKCgAGtra4KCgpg5cybLli3j448/JioqisqVK9OiRQsOHTqEh4cHixYtYty4cYSGhmJiYkLDhg3LxDJ58mROnDhBw4YNMTIyUkfEWbRoER4eHhw8eJDWrVujra1NdHQ0I0aMUGPZuXMnXbp0IS8vj9u3b+Ps7MzatWvx8vJi06ZNODg4kJ6eTnp6Oh999BGbNm1ST6KcnJy4d+8eeXl5dOnShZ07d9KuXTsOHTpEy5Yty8wJUXpCsn//ftq2bcvdu3fVunDjxg3at2/P/v37ad++PfHx8ZiYmGBoaMidO3do06YN+/fvp0OHDly9epV69eqpc0K0atWKgwcP0rFjR0JDQ2nYsCFFRUWkp6er9cHa2po5c+bQp08fJk6ciJubmzrfwOtcuHCBNm3acODAATp27MiVK1eoX78+ACkpKbRs2ZJDhw7RsWNHzp49S+PGjSkoKCA7O5v333+fo0eP0rFjR3U4ymfPnqldr0pPmlevXv3aulBar39fF0JCQsrUhQsXLmBqakr9+vXL1esTJ07QuHHj19aFAwcOqHUhJiaG4cOHl6sLubm53Lt3DycnpzJ14aOPPiI9PZ3MzMwydaG0Xt++fbtMXSit1yNGjCAmJgZtbW31+yqN5ZNPPuHixYvq/A2nTp1i8uTJar0+deoUDRs2xMTEhNDQUMaNG1emXrdq1YrKlSsTFRXFiBEjWLZsmdqP3dramoKCAhITE9XRzby8vNQH5DMzM0lLS8PR0ZFNmzYxa9Ys1q1bR79+/UhKSiI3NxcbGxt27NjBzJkzWb58OcOGDSMuLg5tbW3atWtHcHAwnp6eaiyXLl3C0NCQxo0b88MPP/Dpp5/i7+/PpEmTOH36NP7+/mRlZeHp6cn48eNZuHAh7u7uhISEqHNMREZGMmrUKJYtW8b06dPVWAoLC7l58ybOzs6sXr26TCxPnjwhOTmZnj17qjN8r1+/nj59+nD//n1ycnKwtbUtc4wYMmQIcXFxKIpCu3bt2Ldvn3qMcHFxITw8HENDQ5o2bcqxY8eYOnUq/v7+/POf/+Snn36iTp066izerq6uLFy4EDc3Nw4fPkyzZs2oUqUKkZGR6ihiQvydpAEg/tS9e/fUKyWtW7dGR0enzIPBAEVFRcTExNC+fXt1Wfv27UlMTCw3A2hERIS6/j9VekehT58+7N69m6ysLBo0aMC8efOYNWsWDg4OTJgwgfXr1/Py5UuMjY1ZsmQJbm5udO/eHTc3NxYtWoSRkREvX75k/fr1jB8/HgcHB2bNmsW8efNo1KgRWVlZ7N69mxEjRtCrVy/mz5+Pu7s77dq149atWxw7dgwnJycGDBiAr68vn3zyCR9++CGXL18mLCyMbt26MXr0aHx9fRk8eDB9+/bl9OnTJCQk0KFDB6ZMmcL8+fPp1asXw4YNY9++faSnp9OkSRPmzp2Lt7c3Dg4OjBs3jilTppCcnMyDBw8YN24cHh4edO/enSlTprBs2TKqV68OwNq1a3F1dcXBwQEvLy/mz59P/fr10Wg0fPPNN4wcOZKePXsyb948PDw81KEnjxw5gpOTE87Ozvj6+jJhwgRsbGyIiIggNDQUe3t7Ro4ciZ+fH0OHDqVnz56cPn2aGzdu0KlTJyZOnMj8+fPp06cPQ4cOZd++faSkpGBhYcGsWbOYO3cujo6OjB07li1btlBQUICpqSn+/v54enqq/YVXrlyJvr4+2trarFmzhokTJ2Jvb8/MmTPx9fWlbt26PHv2jG+++YZRo0bRo0cP5s2bx/Tp02nZsiUPHjwgJCSEAQMG0L9/f3x9fXF1dVVHkDlz5kyZWIYPH46joyM///wzsbGxdO7cmYkTJ+Lr60v//v0ZNGgQBw4cIDk5mRYtWjBjxgx8fHxwdHTExcWFwMBAtVHs5+eHp6cn9vb2TJ48mdWrV6Orq4uuri6rVq1i8uTJ2Nvb4+npyYIFC6hduzZ5eXkEBgbi4uJCy5YtOXjwIGPGjMHKyork5GS2bdvGzJkzsbS05OjRozg5OdGnTx+uXr3KkSNHGDNmjDpSSteuXfn44485ceIEly5dol+/fvTr14+jR4/SuXNnPDw82LFjB/fu3ePDDz9k9OjRHDp0iDZt2uDn58eaNWvUSaOmTJnC7t27MTc3p3v37uroTnPnzuXMmTMkJCRQXFxMQkICOTk53L9/n+TkZDQaDTdv3qS4uJj4+Hjy8vJISkri8ePHZGdnk5iYyIsXL4iPjyc/P5+7d++SlpZGZmYmt2/fpqioiPj4eAoLC7l9+zYZGRlkZGRw584dLl26xNOnT4mIiODp06fq/5mVlUVsbCwajYbw8HB1vozU1FSePHlCQkICT58+Vdfdvn2bzMxMsrKySExMLLPu1q1bZGdnq//nq+tu3LhBdnY2jx8/JikpSf3/NBoNMTExZGVlkZKSwv3798tsS1RUFBqNhgcPHvDo0SM0Gg1RUVFqLBqNhvv375OSkkJWVhYxMTFlPrs0f0+ePCE+Pl7dpmfPnnHnzh0yMjLU3L76vsTERLKyskhPTy8XS3x8PE+ePCE1NZW7d++q73vy5AkxMTFkZ2eTnJysxlKa86ioKLKzs3n06BEPHjxAo9EQGRmplimNszSW6OjoMtt07949tS788ssvZfJ0584d0tPTyc7O5tatW+W+s+PHj6OtrY2RkRFPnz7l8uXLaDQaEhIS1Fju3btX5v+LjY0lKyuL5ORkkpKSytSfq1evkp2drT6Qq9FouHLlSpl/S+vYkydPuHbtWpntfTWW0gERSj/77t27pKen8+TJk9fGkpWVRUZGBrdv3+bZs2dcvnyZp0+fkpCQQHZ2Nunp6dy9e1c9br7uLroQb4wihKIoGRkZ5ZbFxMQolStXVpydndVlvXv3VszNzZWcnBx1WWBgoAIoJ06cUJeFh4crgLJixQp1WUFBgWJhYaFYW1v/pW3csWOHAshLXvKSl7zk9V//Onz48F86Vgrx75BRgAQADg4OGBgYYGNjo45csmXLFipXrszly5dp0aIFANeuXcPGxoaWLVsyadIkkpOTWbVqFV27duXUqVNlPnP48OGEhIQwY8YMLCws2LlzJ1euXOHnn3+ma9eu//E2Xr58GRsbG4KDg2nZsuUbiVv8j9JRlg4fPlxm9mfxZkh+/16S37+X5Pfv8/vcFhYW8ujRI7p164axsfHb3jzxX0pGARIADBw4kD179rB69WpycnIwMzNj8ODB+Pn5lfmxt7S05KeffmLOnDnMmDGD6tWr4+rqypIlS8p95q5du/j8888JCgpCo9HQtm1bjh8//pdO/gF1ToGWLVvK0Gh/IwsLC8nv30jy+/eS/P69JL9/n1dza2lp+Za3Rvy3kwaAAMDT0xNPT89/q2zpOPT/ir6+PitWrGDFihX/280TQgghhBBviDwELIQQQgghRAUiDQAhhBBCCCEqEGkAiP9vmJmZ4efnp06nLt4sye/fS/L795L8/r0kv38fya14G2QUICGEEEIIISoQuQMghBBCCCFEBSINACGEEEIIISoQaQAIIYQQQghRgUgDQAghhBBCiApEGgDinVdYWMicOXOoW7cuBgYGWFtb8+OPP77tzXqn5ebm4ufnR+/evTExMUFLS4sdO3a8tmxCQgK9e/emWrVqmJiYMGbMGDIzM8uVe/nyJcuXL6dx48bo6+vTtm1bvv322785kndPZGQk7u7utGrViqpVq9KgQQOGDx9OYmJiubKS2//cL7/8wrBhw2jSpAlVqlShZs2adO3alWPHjpUrK/l9MxYtWoSWlhatW7cut+7SpUvY2tpSpUoV6tSpg6enJ7m5ueXKye/0b86dO4eWltZrX+Hh4WXKSm7FW6UI8Y4bOXKkoqOjo8yaNUvZvHmz0qVLF0VHR0cJDQ1925v2zkpKSlIApUGDBkr37t0VQNm+fXu5co8ePVJq1qypNG3aVFm7dq2yaNEipUaNGkq7du2UwsLCMmXnzp2rAMrEiROVLVu2KP369VMA5dtvv/0/iurdMGTIEKVOnTqKh4eHsnXrVsXf31+pXbu2UrVqVSUuLk4tJ7n9a77//nulV69eyhdffKFs2bJF+eqrrxQ7OzsFUDZv3qyWk/y+GY8ePVKqVKmiVK1aVWnVqlWZddHR0Yq+vr7SoUMHZePGjcpnn32m6OnpKb179y73OfI7/ZuzZ88qgOLp6akEBQWVeWVmZqrlJLfibZMGgHinRUREKICyYsUKdVl+fr7StGlTpUuXLm9xy95tBQUFSmpqqqIoihIZGfmHDYApU6YoBgYGyoMHD9RlP/74Y7mTreTkZKVy5cqKm5ubuuzly5eKnZ2dUr9+faW4uPjvC+YdExYWVu4EMzExUdHT01NGjx6tLpPcvjnFxcVKu3btlPfff19dJvl9M0aMGKE4ODgo3bp1K9cA6NOnj2Jubq48e/ZMXbZ161YFUE6dOqUuk9/p/1HaADhw4MCflpPcirdNGgDinebt7a1UqlSpzI+koijK4sWLFUB5+PDhW9qy/3/8WQOgVq1ayrBhw8otb9asmfLRRx+pfwcEBCiA8ssvv5Qpt3fvXgWQK1GKolhaWiqWlpbq35LbN8vJyUmpXbu2+rfk93/v/PnzSqVKlZTr16+XawA8e/ZM0dHRUby9vcu8p7CwUKlWrZri6uqqLpPf6f/xagMgJydHefHiRbkyklvxLpBnAMQ7LTo6mmbNmmFoaFhmuZWVFQAxMTFvYav+O6SkpJCRkUGnTp3KrbOysiI6Olr9Ozo6mqpVq9KiRYty5UrXV2SKopCenk7NmjUBye2bkJeXR1ZWFnfv3mXNmjWcOHGCjz76CJD8vgklJSV4eHjwz3/+kzZt2pRbHxcXR3Fxcbkc6+rq0r59+3I5lt/pssaPH4+hoSH6+vrY29sTFRWlrpPcineBztveACH+TGpqKubm5uWWly57/Pjx//Um/ddITU0F+MP8PnnyhMLCQvT09EhNTaV27dpoaWmVKwfyPezZs4eUlBS+/PJLQHL7Jnh5ebF582YAtLW1GTx4MF9//TUg+X0TNm3axIMHD/jpp59eu/5f5Tg0NLRMWfmd/o2uri5Dhgyhb9++1KxZk/j4eFauXImdnR2XLl2iQ4cOklvxTpAGgHin5efno6enV265vr6+ul78NaW5+1f51dPTk+/hT9y8eRM3Nze6dOnC2LFjAcntmzB9+nSGDh3K48ePCQ4OpqSkhKKiIkDy+7+VnZ2Nr68vn3/+OWZmZq8t869y/GreJMf/w8bGBhsbG/VvZ2dnhg4dStu2bfHx8eHkyZOSW/FOkC5A4p1mYGBAYWFhueUFBQXqevHXlObu38mvfA+vl5aWRr9+/TAyMuLgwYNUqlQJkNy+Cc2bN8fR0ZFPPvmE48ePk5ubS//+/VEURfL7vzR//nxMTEzw8PD4wzL/Ksev5k1y/OcsLCwYMGAAZ8+epaSkRHIr3gnSABDvNHNzc/V26atKl9WtW/f/epP+a5TeQv6j/JqYmKhXnszNzUlLS0NRlHLloGJ+D8+ePaNPnz48ffqUkydPlsmB5PbNGzp0KJGRkSQmJkp+/xdu377Nli1b8PT05PHjx9y/f5/79+9TUFDAixcvuH//Pk+ePPmXOf59fZff6T/33nvvUVRURF5enuRWvBOkASDeae3btycxMZGcnJwyyyMiItT14q+pV68eZmZmZR5OK3XlypUyuW3fvj3Pnz8nISGhTLmK+j0UFBTQv39/EhMTOX78OC1btiyzXnL75pV2dXj27Jnk938hJSWFly9f4unpSePGjdVXREQEiYmJNG7cmC+//JLWrVujo6NTLsdFRUXExMSUy7H8Tv+5e/fuoa+vT7Vq1SS34t3wVscgEuJfCA8PLzcGckFBgWJhYaFYW1u/xS37/8efDQP66aefKgYGBmWGkvvpp58UQNm4caO67NGjR384lnq9evUq1FjqxcXFirOzs6Kjo6N8//33f1hOcvvXpKenl1tWVFSkWFpaKgYGBsqvv/6qKIrk96/KzMxUQkJCyr1atWqlNGjQQAkJCVGuX7+uKIqi9O7dWzE3N1dycnLU9wcGBiqAcuLECXWZ/E7/j4yMjHLLYmJilMqVKyvOzs7qMsmteNukASDeecOGDVPHTN68ebNiY2Oj6OjoKOfPn3/bm/ZOW79+veLv769MmTJFAZTBgwcr/v7+ir+/v/L06VNFURTl4cOHiqmpqdK0aVNl3bp1yuLFi5UaNWoobdq0UQoKCsp8nre3twIokyZNUrZu3arOprpnz563Ed5bM23aNAVQ+vfvX26mz6CgILWc5PavGThwoOLg4KB88cUX6kzLzZs3VwBl1apVajnJ75v1uonArl69qujp6ZWZrVZfX1/p2bNnuffL7/Rv7O3tlb59+yoLFy5UtmzZokyfPl2pUqWKYmRkpMTHx6vlJLfibZMGgHjn5efnK7NmzVLq1Kmj6OnpKZ07d1ZOnjz5tjfrndewYUMFeO0rKSlJLXfjxg2lZ8+eSpUqVRRjY2Nl9OjRSlpaWrnPKykpURYvXqw0bNhQ0dXVVVq1aqXs3r37/zCid0O3bt3+MK+/v6kquf3Pffvtt4qjo6NSu3ZtRUdHR6lRo4bi6OioHDlypFxZye+b87oGgKIoSmhoqGJjY6Po6+srZmZmipubW5mr1qXkd/o3a9euVaysrBQTExNFR0dHMTc3V1xcXJTbt2+XKyu5FW+TlqL87skoIYQQQgghxH8teQhYCCGEEEKICkQaAEIIIYQQQlQg0gAQQgghhBCiApEGgBBCCCGEEBWINACEEEIIIYSoQKQBIIQQQgghRAUiDQAhhBBCCCEqEGkACCGEEEIIUYFIA0AIIYQQQogKRBoAQgghhBBCVCDSABBCCCGEEKICkQaAEEIIIYQQFYg0AIQQQgghhKhApAEghBBCCCFEBSINACGEEEIIISoQaQAIIYQQQghRgUgDQAghhBBCiApEGgBCCCGEEEJUINIAEEIIIYQQogKRBoAQQgghhBAViDQAhBBCCCGEqECkASCEEEIIIUQFIg0AIYQQQgghKhBpAAghhBBCCFGBSANACCGEEEKICkQaAEIIIYQQQlQg0gAQQgghhBCiApEGgBBCCCGEEBWINACEEEIIIYSoQKQBIIQQQgghRAUiDQAhhBBCCCEqEGkACCGEEEIIUYFIA0AIIYQQQogKRBoAQgghhBBCVCDSABBCCCGEEKICkQaAEEIIIYQQFYg0AIQQQgghhKhA/h964sHm7CIxkwAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "##Make a dithered mask from the tiff obtained from the gds \n", "import pyMOE.dither as dith\n", "\n", "inputimg = outfile\n", "ditherimg = inputimg.replace(\".bmp\", \"_dither.tiff\")\n", "\n", "\n", "#make dithering using the floyd steinberg algorithm now\n", "moe.dither.dither_img(inputimg, ditherimg, plotting=True)" ] }, { "cell_type": "markdown", "id": "practical-export", "metadata": {}, "source": [ "## Transform binary image file into single layered .gds file" ] }, { "cell_type": "markdown", "id": "least-draft", "metadata": {}, "source": [ "Transform a dithered image into a gds file, using a fractioning of the image\n" ] }, { "cell_type": "code", "execution_count": 9, "id": "quick-least", "metadata": { "ExecuteTime": { "end_time": "2025-05-26T10:53:26.654053Z", "start_time": "2025-05-26T10:53:15.515942Z" }, "execution": { "iopub.execute_input": "2026-02-03T21:53:03.439677Z", "iopub.status.busy": "2026-02-03T21:53:03.439179Z", "iopub.status.idle": "2026-02-03T21:53:06.785493Z", "shell.execute_reply": "2026-02-03T21:53:06.783502Z", "shell.execute_reply.started": "2026-02-03T21:53:03.439677Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Sucessfully imported img!\n", "505\n", "505\n", "Exported the image file examplemask_dither.tiff into examplemask_dither.gds\n" ] } ], "source": [ "infilxe = ditherimg\n", "outfilxe = infilxe.replace(\".tiff\", \".gds\")\n", "\n", "\n", "pixelx = 1 #um \n", "pixely = 1 #um \n", "cellname = \"TOP\" #name of the gds cell \n", "graycolor = 0 #black pixels \n", "frac = 250 #size of frac pixels in the image \n", "\n", "moe.export.grayim2gds_writer_frac(infilxe, outfilxe, pixelx, pixely, cellname, graycolor, frac, verbose=False)" ] }, { "cell_type": "markdown", "id": "endless-architecture", "metadata": {}, "source": [ "Transform a dithered image into a .gds file, using the whole image " ] }, { "cell_type": "code", "execution_count": 10, "id": "sexual-perry", "metadata": { "ExecuteTime": { "end_time": "2025-05-26T10:53:38.831664Z", "start_time": "2025-05-26T10:53:26.662066Z" }, "execution": { "iopub.execute_input": "2026-02-03T21:53:06.787981Z", "iopub.status.busy": "2026-02-03T21:53:06.786986Z", "iopub.status.idle": "2026-02-03T21:53:09.960557Z", "shell.execute_reply": "2026-02-03T21:53:09.959562Z", "shell.execute_reply.started": "2026-02-03T21:53:06.787981Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Sucessfully imported img!\n", "505\n", "505\n", "Exported the image file examplemask_dither.tiff into examplemask_dither_2.gds\n" ] } ], "source": [ "infilxe = ditherimg\n", "outfilxe = infilxe.replace(\".tiff\", \"_2.gds\")\n", "cellname = \"TOP\" #name of the gds cell \n", "graycolor = 0 #black pixels \n", "pixelx = 1 #um \n", "pixely = 1 #um \n", "\n", "moe.export.grayim2gds_writer(infilxe, outfilxe, pixelx, pixely,cellname, graycolor, verbose=False)" ] }, { "cell_type": "code", "execution_count": 11, "id": "distinguished-beginning", "metadata": { "ExecuteTime": { "end_time": "2025-05-26T10:53:48.163610Z", "start_time": "2025-05-26T10:53:38.837672Z" }, "execution": { "iopub.execute_input": "2026-02-03T21:53:09.962549Z", "iopub.status.busy": "2026-02-03T21:53:09.962071Z", "iopub.status.idle": "2026-02-03T21:53:11.826865Z", "shell.execute_reply": "2026-02-03T21:53:11.825871Z", "shell.execute_reply.started": "2026-02-03T21:53:09.962549Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Sucessfully imported img!\n", "505\n", "505\n", "Exported the image file examplemask_dither.tiff into image.gds\n", "Starting making instances\n", "Done\n" ] } ], "source": [ "###Using instances to create the dithered gds file (faster and less heavy files)\n", "\n", "#(Takes less than 1 min)\n", "infilxe = ditherimg\n", "outfilxe = infilxe.replace(\".tiff\", \"_instances.gds\")\n", "\n", "cellname = \"tops\" #name of the gds cell \n", "graycolor = 0 #black pixels \n", "pixelx = 1 #um \n", "pixely = 1 #um \n", "\n", "moe.export.grayim2gds_writer_klops(infilxe, outfilxe, pixelx, pixely,cellname, graycolor, verbose=False)" ] }, { "cell_type": "markdown", "id": "tender-category", "metadata": {}, "source": [ "## Extra: Merging shapes in the single layer .gds file \n", "\n", "The \"pixelated\" gds files (without instances) are typically large. The file size can be reduced by merging the pixels - the merge operation can be done using the gds_klops module" ] }, { "cell_type": "code", "execution_count": 12, "id": "marine-situation", "metadata": { "ExecuteTime": { "end_time": "2025-05-26T10:53:53.062710Z", "start_time": "2025-05-26T10:53:48.170618Z" }, "execution": { "iopub.execute_input": "2026-02-03T21:53:11.828360Z", "iopub.status.busy": "2026-02-03T21:53:11.827861Z", "iopub.status.idle": "2026-02-03T21:53:13.094801Z", "shell.execute_reply": "2026-02-03T21:53:13.093308Z", "shell.execute_reply.started": "2026-02-03T21:53:11.828360Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Merged layers in examplemask_dither_instances_merged.gds\n" ] } ], "source": [ "import pyMOE.gds_klops as gdsops \n", "\n", "inputfile = outfilxe\n", "outputfile = inputfile.replace(\".gds\", \"_merged.gds\")\n", "cellname = \"TOP\" #name of the gds cell \n", "layer = int(0)\n", "datatype = int(0)\n", "\n", "moe.gdsops.merge_layer(inputfile,cellname, layer, datatype ,outputfile )" ] }, { "cell_type": "code", "execution_count": 13, "id": "bronze-electronics", "metadata": { "ExecuteTime": { "end_time": "2025-05-26T10:53:58.272958Z", "start_time": "2025-05-26T10:53:53.075716Z" }, "execution": { "iopub.execute_input": "2026-02-03T21:53:13.097788Z", "iopub.status.busy": "2026-02-03T21:53:13.096793Z", "iopub.status.idle": "2026-02-03T21:53:14.380657Z", "shell.execute_reply": "2026-02-03T21:53:14.379662Z", "shell.execute_reply.started": "2026-02-03T21:53:13.097788Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Merged layers in examplemask_dither_instances_merged.gds\n" ] } ], "source": [ "#uses the instatiated gds \n", "infile = ditherimg\n", "outfilxe = infile.replace(\".tiff\", \"_instances.gds\")\n", "outputfile = outfilxe.replace(\"_instances.gds\", \"_instances_merged.gds\")\n", "cellname = \"TOP\" #name of the gds cell \n", "layer = int(0)\n", "datatype = int(0)\n", "\n", "moe.gdsops.merge_layer(outfilxe,cellname, layer, datatype ,outputfile )" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.5" } }, "nbformat": 4, "nbformat_minor": 5 }