{ "cells": [ { "cell_type": "markdown", "id": "4c45a2b2", "metadata": {}, "source": [ "# XYZLoader TLS Demo\n", "\n", "Notebook: Sina Zumstein & Hannah Weiser, 2023\n", "\n", "This demo shows how to load a point cloud as scene part, which is then converted to a voxel model by HELIOS++, and scan it with terrestrial laser scanning (TLS). We will use the command-line access of HELIOS++ to run the simulation, and use Python just for displaying the input XMLs and the resulting point clouds." ] }, { "cell_type": "code", "execution_count": 1, "id": "b6b7df31", "metadata": {}, "outputs": [], "source": [ "from IPython.display import Code\n", "from pyhelios.util.xmldisplayer import display_xml, find_playback_dir" ] }, { "cell_type": "code", "execution_count": 2, "id": "a3bf8c2f", "metadata": {}, "outputs": [], "source": [ "import os\n", "os.chdir(\"..\")" ] }, { "cell_type": "markdown", "id": "07f322e7", "metadata": {}, "source": [ "## Survey\n", "Let us look at the XML files in the simulation. First, we investigate the survey XML file, `tls_sphere_xyzloader.xml` in `data\\surveys\\voxels`:" ] }, { "cell_type": "code", "execution_count": 3, "id": "f5342331", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
<document>\n",
       "\n",
       "    <survey name="tls_sphere_xyzloader" scene="data/scenes/voxels/sphere_xyzloader.xml#sphere_xyzloader_demo" platform="data/platforms.xml#tripod" scanner="data/scanners_tls.xml#riegl_vz400">\n",
       "\t\t<leg>\n",
       "            <platformSettings x="40" y="-10" z="0" onGround="true" />\n",
       "            <scannerSettings active="true" pulseFreq_hz="100000" verticalAngleMin_deg="-40.0" verticalAngleMax_deg="60.0" scanFreq_hz="120" headRotatePerSec_deg="10.00" headRotateStart_deg="250.0" headRotateStop_deg="380.0" />\n",
       "        </leg>\n",
       "    </survey>\n",
       "</document>\n",
       "
\n" ], "text/latex": [ "\\begin{Verbatim}[commandchars=\\\\\\{\\}]\n", "\\PY{n+nt}{\\PYZlt{}document}\\PY{n+nt}{\\PYZgt{}}\n", "\n", "\\PY{+w}{ }\\PY{n+nt}{\\PYZlt{}survey}\\PY{+w}{ }\\PY{n+na}{name=}\\PY{l+s}{\\PYZdq{}tls\\PYZus{}sphere\\PYZus{}xyzloader\\PYZdq{}}\\PY{+w}{ }\\PY{n+na}{scene=}\\PY{l+s}{\\PYZdq{}data/scenes/voxels/sphere\\PYZus{}xyzloader.xml\\PYZsh{}sphere\\PYZus{}xyzloader\\PYZus{}demo\\PYZdq{}}\\PY{+w}{ }\\PY{n+na}{platform=}\\PY{l+s}{\\PYZdq{}data/platforms.xml\\PYZsh{}tripod\\PYZdq{}}\\PY{+w}{ }\\PY{n+na}{scanner=}\\PY{l+s}{\\PYZdq{}data/scanners\\PYZus{}tls.xml\\PYZsh{}riegl\\PYZus{}vz400\\PYZdq{}}\\PY{n+nt}{\\PYZgt{}}\n", "\\PY{+w}{\t\t}\\PY{n+nt}{\\PYZlt{}leg}\\PY{n+nt}{\\PYZgt{}}\n", "\\PY{+w}{ }\\PY{n+nt}{\\PYZlt{}platformSettings}\\PY{+w}{ }\\PY{n+na}{x=}\\PY{l+s}{\\PYZdq{}40\\PYZdq{}}\\PY{+w}{ }\\PY{n+na}{y=}\\PY{l+s}{\\PYZdq{}\\PYZhy{}10\\PYZdq{}}\\PY{+w}{ }\\PY{n+na}{z=}\\PY{l+s}{\\PYZdq{}0\\PYZdq{}}\\PY{+w}{ }\\PY{n+na}{onGround=}\\PY{l+s}{\\PYZdq{}true\\PYZdq{}}\\PY{+w}{ }\\PY{n+nt}{/\\PYZgt{}}\n", "\\PY{+w}{ }\\PY{n+nt}{\\PYZlt{}scannerSettings}\\PY{+w}{ }\\PY{n+na}{active=}\\PY{l+s}{\\PYZdq{}true\\PYZdq{}}\\PY{+w}{ }\\PY{n+na}{pulseFreq\\PYZus{}hz=}\\PY{l+s}{\\PYZdq{}100000\\PYZdq{}}\\PY{+w}{ }\\PY{n+na}{verticalAngleMin\\PYZus{}deg=}\\PY{l+s}{\\PYZdq{}\\PYZhy{}40.0\\PYZdq{}}\\PY{+w}{ }\\PY{n+na}{verticalAngleMax\\PYZus{}deg=}\\PY{l+s}{\\PYZdq{}60.0\\PYZdq{}}\\PY{+w}{ }\\PY{n+na}{scanFreq\\PYZus{}hz=}\\PY{l+s}{\\PYZdq{}120\\PYZdq{}}\\PY{+w}{ }\\PY{n+na}{headRotatePerSec\\PYZus{}deg=}\\PY{l+s}{\\PYZdq{}10.00\\PYZdq{}}\\PY{+w}{ }\\PY{n+na}{headRotateStart\\PYZus{}deg=}\\PY{l+s}{\\PYZdq{}250.0\\PYZdq{}}\\PY{+w}{ }\\PY{n+na}{headRotateStop\\PYZus{}deg=}\\PY{l+s}{\\PYZdq{}380.0\\PYZdq{}}\\PY{+w}{ }\\PY{n+nt}{/\\PYZgt{}}\n", "\\PY{+w}{ }\\PY{n+nt}{\\PYZlt{}/leg\\PYZgt{}}\n", "\\PY{+w}{ }\\PY{n+nt}{\\PYZlt{}/survey\\PYZgt{}}\n", "\\PY{n+nt}{\\PYZlt{}/document\\PYZgt{}}\n", "\\end{Verbatim}\n" ], "text/plain": [ "\n", "\n", " \n", "\t\t\n", " \n", " \n", " \n", " \n", "" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Code(display_xml('data/surveys/voxels/tls_sphere_xyzloader.xml'), language='XML')" ] }, { "cell_type": "markdown", "id": "d9a4ebc1", "metadata": {}, "source": [ "We can see that there is one `leg` element corresponding to the scan position at SP(40, -10). Furthermore, we can see that the `tripod` platform in `data\\platforms.xml` is referenced, so let's look at that next.\n", "\n", "## Platform" ] }, { "cell_type": "code", "execution_count": 4, "id": "f1ed6b17", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
<platform id="tripod" name="TLS Tripod" type="static" drag="0">\n",
       "\t\t<scannerMount x="0" y="0" z="1.5">\n",
       "\t\t</scannerMount>\n",
       "\t</platform>\n",
       "\t\n",
       "
\n" ], "text/latex": [ "\\begin{Verbatim}[commandchars=\\\\\\{\\}]\n", "\\PY{n+nt}{\\PYZlt{}platform}\\PY{+w}{ }\\PY{n+na}{id=}\\PY{l+s}{\\PYZdq{}tripod\\PYZdq{}}\\PY{+w}{ }\\PY{n+na}{name=}\\PY{l+s}{\\PYZdq{}TLS Tripod\\PYZdq{}}\\PY{+w}{ }\\PY{n+na}{type=}\\PY{l+s}{\\PYZdq{}static\\PYZdq{}}\\PY{+w}{ }\\PY{n+na}{drag=}\\PY{l+s}{\\PYZdq{}0\\PYZdq{}}\\PY{n+nt}{\\PYZgt{}}\n", "\\PY{+w}{\t\t}\\PY{n+nt}{\\PYZlt{}scannerMount}\\PY{+w}{ }\\PY{n+na}{x=}\\PY{l+s}{\\PYZdq{}0\\PYZdq{}}\\PY{+w}{ }\\PY{n+na}{y=}\\PY{l+s}{\\PYZdq{}0\\PYZdq{}}\\PY{+w}{ }\\PY{n+na}{z=}\\PY{l+s}{\\PYZdq{}1.5\\PYZdq{}}\\PY{n+nt}{\\PYZgt{}}\n", "\\PY{+w}{\t\t}\\PY{n+nt}{\\PYZlt{}/scannerMount\\PYZgt{}}\n", "\\PY{+w}{\t}\\PY{n+nt}{\\PYZlt{}/platform\\PYZgt{}}\n", "\\PY{+w}{\t}\n", "\\end{Verbatim}\n" ], "text/plain": [ "\n", "\t\t\n", "\t\t\n", "\t\n", "\t" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Code(display_xml('python/pyhelios/data/platforms.xml', 'tripod'))" ] }, { "cell_type": "markdown", "id": "14ae9efd", "metadata": {}, "source": [ "This is a very simple `static` type platform. Note the `scannerMount` parameter, indicating an elevation of 1.5 meters above the ground.\n", "\n", "## Scanner\n", "Let us now look at the scanner that is mounted on this platform, the `riegl_vz400`:" ] }, { "cell_type": "code", "execution_count": 5, "id": "0f90810f", "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/html": [ "
<scanner id="riegl_vz400" name="RIEGL VZ-400" accuracy_m="0.005" beamDivergence_rad="0.0003" headRotatePerSecMax_deg="60" optics="rotating" pulseFreqs_Hz="100000,300000" pulseLength_ns="5" rangeMin_m="1.5" scanAngleMax_deg="120" scanAngleEffectiveMax_deg="50" scanFreqMin_Hz="3" scanFreqMax_Hz="120">\n",
       "\t\t\n",
       "\t\t<FWFSettings beamSampleQuality="3" />\t\n",
       "\t\t<beamOrigin x="0" y="0" z="0.2">\n",
       "\t\t\t<rot axis="y" angle_deg="0" />\n",
       "\t\t\t<rot axis="z" angle_deg="0" />\n",
       "\t\t\t<rot axis="x" angle_deg="0" />\n",
       "\t\t</beamOrigin>\n",
       "\t\t<headRotateAxis x="0" y="0" z="1" />\n",
       "\t\t\n",
       "\t</scanner>\n",
       "\t\n",
       "
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The scanner uses a `rotating` prism as beam deflector, probably a triangular prism. The actual output window mentioned in the [data sheet](http://www.riegl.com/uploads/tx_pxpriegldownloads/10_DataSheet_VZ-400_2017-06-14.pdf) (+60° to -40° = 100°; see image below) is smaller than the maximum output window (2 x 120° = 240°) to avoid that the beam hits another face of the rotating deflector, which would result in scattering in not-well defined directions. In HELIOS, we define the **actual** field of view using the `scanAngleEffectiveMax_deg` and the **maximum** field of view using the `scanAngle_deg`. Because the maximum field of view is usually not provided in the datasheet, we have to have a look at the ratio of effective measurement rate to pulse repetition rate, which is the same as the ratio between `scanAngleEffectiveMax_deg` and `scanAngle_deg`. For the *RIEGL* VZ-400, this ratio is **2.4**, as shown below in an excerpt from the [data sheet](http://www.riegl.com/uploads/tx_pxpriegldownloads/10_DataSheet_VZ-400_2017-06-14.pdf). Therefore, we can compute the maximum field of view as 2.4 times the actual field of view, i.e., 100° x 2.4 = 240°. Because the scan angles in HELIOS are defined as half-angles, we divide by two to get the maximum `scanAngle_deg` of 120°. \n", "\n", "Additionally, we see the `beamOrigin` is set to `0.2` meters in `z`. Adding this to the platform offset, we arrive at a height of 1.7 meters above ground for the laser beam origin. With the `headRotateAxis>`-tag, the axis is defined, around which the scanner head rotates. Here, this is the z-axis." ] }, { "cell_type": "markdown", "id": "0de477be", "metadata": {}, "source": [ "[\"excerpt](images/VZ400_technical_data.png)\n", "\n", "*Source: [RIEGL Laser Measurement Systems](http://riegl.com/) (2017): [RIEGL VZ-400 data sheet](http://www.riegl.com/uploads/tx_pxpriegldownloads/10_DataSheet_VZ-400_2017-06-14.pdf)*" ] }, { "cell_type": "markdown", "id": "f117dc94", "metadata": {}, "source": [ "## Scene\n", "\n", "Let's take a look at the scene, `sphere_xyzloader_demo` in `data/scenes/voxels/sphere_xyzloader.xml`:" ] }, { "cell_type": "code", "execution_count": 6, "id": "61c7efae", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
<scene id="sphere_xyzloader_demo" name="sphere xyzloader demo">\n",
       "        <part>\n",
       "            <filter type="objloader">\n",
       "                <param type="string" key="filepath" value="data/sceneparts/basic/groundplane/groundplane.obj" />\n",
       "            </filter>\n",
       "            <filter type="scale">\n",
       "                <param type="double" key="scale" value="100" />\n",
       "            </filter>\n",
       "        </part>\n",
       "        <part>\n",
       "            <filter type="xyzloader">\n",
       "                <param type="string" key="filepath" value="data/sceneparts/pointclouds/sphere_dens25000.xyz" />\n",
       "\t\t\t\t<param type="string" key="separator" value=" " />\n",
       "\t\t\t\t<param type="double" key="voxelSize" value="1.0" />\n",
       "\t\t\t\t<!-- Normal estimation using Singular Value Decomposition (SVD)\n",
       "\t\t\t\tMODE 1: simple mode / MODE 2: advanced mode for large files, which works in batches -->\n",
       "\t\t\t\t<param type="int" key="estimateNormals" value="1" />\n",
       "\t\t\t\t<!-- If less than three points fall into one voxel, it is discarded.\n",
       "\t\t\t\tTo avoid this, a default Normal can be assigned to these voxels with:\n",
       "\t\t\t\t<param type="vec3" key="defaultNormal" value="0;0;1" /> -->\n",
       "\t\t\t\t<param type="string" key="matfile" value="data/sceneparts/toyblocks/sphere.mtl" />\n",
       "\t\t\t\t<param type="string" key="matname" value="Material.008" />\n",
       "            </filter>\n",
       "\t\t\t<filter type="translate">\n",
       "\t\t\t\t<param type="vec3" key="offset" value="0;0;10" />\n",
       "\t\t\t</filter>\n",
       "\t\t</part>\n",
       "    </scene>\n",
       "\t\n",
       "\t\n",
       "
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"\\PY{+w}{\t\t\t\t}\\PY{c+cm}{\\PYZlt{}!\\PYZhy{}\\PYZhy{} If less than three points fall into one voxel, it is discarded.}\n", "\\PY{c+cm}{\t\t\t\tTo avoid this, a default Normal can be assigned to these voxels with:}\n", "\\PY{c+cm}{\t\t\t\t\\PYZlt{}param type=\\PYZdq{}vec3\\PYZdq{} key=\\PYZdq{}defaultNormal\\PYZdq{} value=\\PYZdq{}0;0;1\\PYZdq{} /\\PYZgt{} \\PYZhy{}\\PYZhy{}\\PYZgt{}}\n", "\\PY{+w}{\t\t\t\t}\\PY{n+nt}{\\PYZlt{}param}\\PY{+w}{ }\\PY{n+na}{type=}\\PY{l+s}{\\PYZdq{}string\\PYZdq{}}\\PY{+w}{ }\\PY{n+na}{key=}\\PY{l+s}{\\PYZdq{}matfile\\PYZdq{}}\\PY{+w}{ }\\PY{n+na}{value=}\\PY{l+s}{\\PYZdq{}data/sceneparts/toyblocks/sphere.mtl\\PYZdq{}}\\PY{+w}{ }\\PY{n+nt}{/\\PYZgt{}}\n", "\\PY{+w}{\t\t\t\t}\\PY{n+nt}{\\PYZlt{}param}\\PY{+w}{ }\\PY{n+na}{type=}\\PY{l+s}{\\PYZdq{}string\\PYZdq{}}\\PY{+w}{ }\\PY{n+na}{key=}\\PY{l+s}{\\PYZdq{}matname\\PYZdq{}}\\PY{+w}{ }\\PY{n+na}{value=}\\PY{l+s}{\\PYZdq{}Material.008\\PYZdq{}}\\PY{+w}{ }\\PY{n+nt}{/\\PYZgt{}}\n", "\\PY{+w}{ 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"output_type": "execute_result" } ], "source": [ "Code(display_xml('data/scenes/voxels/sphere_xyzloader.xml', 'sphere_xyzloader_demo'))" ] }, { "cell_type": "markdown", "id": "68490e72", "metadata": {}, "source": [ "This scene consits of a simple `groundplane.obj`, which is loaded with the `objloader` filter and a point cloud of a sphere (`sphere_dens25000.xyz`) which is loaded with the `xyzloader` filter. HELIOS++ is transforming this point cloud into a voxel model which is then scanned. The size of the voxels is determined by the value provided to the parameter `voxelSize`, here `1.0` meters.\n", "\n", "Furthermore, providing `1` to the `estimateNormals` parameter tells HELIOS to compute normals for each voxels. This means that not the normal vector of the outer surface of each voxel cube is used but instead the normal vector computed from the points within the voxel. These normal vectors determine the incidence angle of the beam which in return influences the intensity that is computed for the generated return.\n", "\n", "\n", "## Executing the Simulation\n", "\n", "Now, we are ready to run the simulation. In Jupyter Notebooks, we can run external commands with the `!command` syntax, but you can also just run it from the command line. The `-q` flag stands for \"quiet\" and achieves that in the log, only errors are reported." ] }, { "cell_type": "code", "execution_count": 7, "id": "eaed0123", "metadata": {}, "outputs": [], "source": [ "!helios data/surveys/voxels/tls_sphere_xyzloader.xml \"-q\"\n", "output_path = find_playback_dir(\"data/surveys/voxels/tls_sphere_xyzloader.xml\")" ] }, { "cell_type": "markdown", "id": "5af8b238", "metadata": {}, "source": [ "## The results\n", "\n", "Now we can display a 3D plot of the result." ] }, { "cell_type": "code", "execution_count": 8, "id": "79be71f5", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Loading points from E:\\Software\\_helios_versions\\helios\\output\\tls_sphere_xyzloader\\2024-05-28_18-32-00\n" ] } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from pathlib import Path\n", "\n", "print('Loading points from', Path(output_path))\n", "\n", "points = np.loadtxt(Path(output_path) / 'leg000_points.xyz')" ] }, { "cell_type": "code", "execution_count": 9, "id": "c565e2fe", "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Matplotlib figures.\n", "fig = plt.figure(figsize=(9,7))\n", "\n", "#settings for a discrete colorbar\n", "N=2\n", "cmap=plt.get_cmap('jet',N)\n", "\n", "# Scatter plot of the point cloud (coloured by hitObjectId).\n", "ax = fig.add_subplot(projection='3d')\n", "sc = ax.scatter(points[:, 0], points[:, 1], points[:, 2], c=points[:, 8], cmap=cmap, s=0.02, label='scene')\n", "\n", "# Add axis labels.\n", "ax.set_xlabel('$X$')\n", "ax.set_ylabel('$Y$')\n", "ax.set_zlabel('$Z$')\n", "\n", "# set equal axes\n", "box = (np.ptp(points[:, 0]), np.ptp(points[:, 1]), np.ptp(points[:, 2]))\n", "ax.set_box_aspect(box) \n", "\n", "cbar = plt.colorbar(sc, ticks=[1/4, 3/4])\n", "\n", "cbar.set_label('Object ID', fontsize=15)\n", "cbar.ax.set_yticklabels(['0', '1'])\n", "\n", "# Display results\n", "plt.show()\n" ] }, { "cell_type": "markdown", "id": "eaad791a", "metadata": {}, "source": [ "Let's look only at the sphere and investigate the intensity values." ] }, { "cell_type": "code", "execution_count": 10, "id": "3c916049", "metadata": {}, "outputs": [ { "data": { "image/png": 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+Efz3mTNnOHbsGC+99BLvvPMO586dK27r6ce93VfQVkOJWcW2I6VkaWmJ27dvc+TIkZqeEDfaAGZZFlevXmVubo5z587R3t4erBcm0VMLwvB4hBC0tbXR1tYGeCOB5+fnSaVS3L17l+HhYRoaGoKGstbWViKRSF32EQbC8Jr4uK4bCNXllVvXdcnn80rcKhQ14O7duzQ3Nwdfb/YD/N/8zd8wOjrKn/7pn65723PnzmGaJmNjY5w7d47u7m6mp6efut2jR4/o6ura1L7qgRKzim3FdV0KhQK5XI6JiQmOHTtW0/U30gCWSqUYHBwkkUhw8eLFMtHki9mwfjqtlrA+BsMwaG9vDz5EWJYViNvbt28zNDREY2NjWVpCPcTtdhGm99dKe1me8VwqbnO5XHAbXdeVuFXsbDSxBUMTvPX9Jtpa8R/+w3/gxRdf5OzZs+vedmhoCMuygnHnFy5cYH5+nh/+8IecP38egB/84AfMz8/T399fsz3WCiVmFdvC8iYvwzDq0gRUTWVWSsnNmzcZHx/n+PHj9PX1rXgS92/7rJyUw1QFXA3TNOno6KCjowPwxG0qlWJubo6JiQnS6TRNTU1l4rba3N8wvaY7bS+l4lbXdSVuFYo6srS0xI0bN4KvJyYmGBgYoK2tjQMHDgCe//b//D//T/6X/+V/eer3x8fH+drXvsbP/dzP0dHRwfDwMJ/+9Kd54YUXuHjxIgCnTp3iAx/4AJ/4xCf44z/+Y8CL5vqFX/iF0DV/gRKzim3AdV1s2y7LjvUjrmp9Eq+0MpvL5bh8+TK5XI5XXnmFZDK56nr+PhW1YSPPpWma7NmzJ2hQKBQKzM3NkUqlGB8fJ5PJkEgkysStYeycw13YxGy1/l0lbhXPDCFMM/jxj3/Ma6+9Fnz9m7/5mwB87GMf48tf/jIAX//615FS8vf//t9/6vcjkQh/9Vd/xb/9t/+WpaUlent7+fmf/3k+85nPlMVNfu1rX+PXf/3Xef/73w/ABz/4Qb7whS9U++i2hJ1zdFfseEqbvPyTtX/iqse0Ln/d9dZ8+PAhV65cobOzk3Pnzq0peuq1z+3iWfEARyKRMnGbz+eDyu3Y2Bi5XK5M3CaTyade57AJyLDsxXXdTe9FiVuFona8973vXfe4/clPfpJPfvKTK/6st7eX73znO+veT1tbG1/96lc3tMetRolZxZawfJLXcs+dX/nxm01qxVo2A9d1GR0dZXJyktOnT7N3796K1oPaj8hV1JZoNEp3d3cQCJ7L5QJxOzo6Sj6fp7m5uUzcho2wvC/qIayVuFXsGEI4AUzxNErMKuqOX411HGfVk1GpmK0lq9kM0uk0g4ODAPT399PY2FjRes9iZXY3EIvF6OnpCZobstksqVSKVCrFyMgIhUKBaDSKpmmkUimSyeS2RmOFpTLri8x6PxeVilspJbquE4/HlbhVKBQBSswq6oYfuu7bCtY68dTTZrBcIN+7d4/h4WF6e3s5fvx4VSfqZ03MwrP1WColHo8Tj8fZu3cvUkqy2Szj4+MsLCwwNDSEbdskk8mgctvc3Lxl4jZMaRn+e2Or97KauJ2YmCCXy3H8+HFVuVVsCcuvItbpTuq7/i5AiVlFXVipyWutA4J/wKhnZda2bYaHh3n06BHPP/88nZ2dVa/3rNkM1Infew4aGhpobm5GCMHp06fJZDJB5XZychLHcYIJZq2trSQSiS2pVm432yVml+MfH/zkE8MwlC1BoVAEKDGrqClrNXmtRy1Gzy7HPwHOz88zODhILBbj4sWLGx6V6j+WWu9TEQ7892tjYyONjY3s378fKSXpdDoQt3fu3EFKWZaUkEgkaiaawiIg4clettNyUUrpFZ5KbAmapmGaphK3ig2zFZZZ1Fty0ygxq6gZ6zV5rcdGBhyshxCCx48fc+3aNY4cOcLhw4dr0pn9LF2af5Yey2ZY7XkQQtDU1ERTUxO9vb3BxDpf3E5MTCCEKBO3TU1NG36fhen18D+0hUUAuq67YtrIauJWSqnErUKxC1BiVlETKmnyWo9a2wzy+Txzc3O4rsvLL79Ma2trTdattej2T7rbgTqRl1PJ8yGEIJFIkEgkOHDgAK7rBuJ2ZmaGmzdvomlambhtbGys+LkOY2U2DHuBymPClLhV1AqhCcQWTQBTbBwlZhWbwm/ysm0b13U3dTKopc1gZmaGy5cvo2ka+/fvr5mQhWevMqvw2OhrqmlaMIayr68P13VZXFwklUrx6NEjbty4ga7rtLa2BuK2oaFh1b+TMAnIMFZmN2J5UOJWoXi2UWJWsWGW2wo2e+CvhZh1XZcbN25w+/ZtTp48SSqVqrnf71kTs8/SY9kstRAumqaRTCZJJpMcPHgQ13VZWFgglUoxPT3N2NgYhmGUidt4PP5Uc2EYRFS1vvd6s1ExuxwlbhWKZwslZhVVU9rktdlqbCmbFYmZTIbBwUEcx+HVV18lkUgwPz+/LVPFdgrqxPyEer2mvuWgpaWFQ4cO4ThOIG4fPHjA6OgokUgkELcNDQ1AOF6brciYrYZ67UeJW8VqaFvQACbVW2jTKDGrqAopJZlMBsdxME2zpgfzzVRmp6amuHr1Kj09PZw8eTKYIlbPhIRasp3iOAzCPCyCYCv2UWo5AHAch/n5eVKpFPfu3WNhYQGA0dHR4HbRaLTu+1qJWoyyrSW1qsyuR6XiNp/PB5nFStwqFNuHErOKivGrsdeuXcM0TU6cOFHT9TciPB3HYWRkhKmpKc6cOROML/Wph/Cs5Zp+NTmTyQTCpbW1teyycz1RJ94nbJeo13WdtrY22traAFhaWuKHP/whpmly9+5dhoeHicfjZe+PSCSyJXsLy/AGn+0S16uJ22vXrtHV1UVXV5eq3D6jCLbCZqPeI5tFiVnFuqzU5FWPnNVqReLi4iKDg4MYhsHFixeJx+MrrhnWyuz09DRXrlyhu7ubgwcPsrCwwPT0NNevXy+77NzW1rZtlbndRhiEh67rCCE4evQo4A37mJubI5VKcfv2bYaGhmhoaCjz3NZL3IZRzIbB9lA6xCESiQRDHFazJfjDHJS4VSjqgxKzijVZqclL1/Xg61pSqUiWUnL37l1GR0c5ePAgR44cWfUEp2lazfe6WTHrui6jo6Pcu3ePM2fO0NnZSaFQoL29PfBUzs/PMzs7y+TkJCMjI2XipbW1FdM0a/Z4wmAzUDxhuYA0DIOOjg46OjoAsCwrELcTExOk02kaGxvLxG2t3h9hEY8+Yd1PtZ5bJW53Dmpows5AiVnFqjiOs2KTl6ZpWJZV8/urRMxalsXVq1eZm5vj3LlztLe3r3n7etkMNlrtzWQyDAwMANDf309DQ8NTYnv5Zefl4uXq1askEolAvCSTyRWD5Ct9LAqPsFQh19uHaZp0dnYG45gLhULw/hgfHyeTydDU1FQmbjf6/gjLc+ITtoY0P1d7OUrcKhRbixKziqeQUmLbNrZtA09Hbm2XzSCVSjE4OEgikeDixYsVXVoNUwOY36S2d+9eTp48WfFJebl4yefzwfSp0dFR8vk8zc3NZeK2mhO+qsyGi2pfj0gkwp49e9izZw/w5P0xNzfH2NgYuVyuTNxW8+EnbOIxjA1pfrPpWmxE3Pr/wvR4dyNbEk2nXuNNo8SsoozSyC1YeSZ7vcTsautKKbl58yY3b97k2LFj9PX1VXxwqUdlttoJYK7rcu3aNe7fv79qk1o1RKNRuru7g3Wy2SypVIrZ2Vnu3buH4zjB9KnW1lYSiYQ6IVZAWKqQm93H8vdHLpcLxK3/4Wd5ZX81QRZG8Rg2cb0VQxyUuFUo1kaJWQVQ3SSvrRSzuVyOy5cvk8vlOH/+PMlksqo1t7sBbCVbwWprbhQ/Gmjv3r1IKUmn00Hl9tatWwghaGlpoa2tLcgx9e9PnRjDR61FdSwWo6enh56eHuDJh5+5uTlGRkYoFApllf3m5uZA3IZF4Ps8K2J2OUrchhdVmd0ZKDGrqHqS11bZDB4+fMiVK1fo7Ozk3LlzG/L9VVtFrYRKxaxvK9i3bx8nTpzYsnzMpqYmmpqa6O3txXVdlpaWmJ2dDUarlk6fcl1X2QyKhEW41Xsfyz/8lIrb+/fvY9t2IG7D8pz4hMn24BcAwjDEQYlbxW5HidldzmpNXmtR78qs3+0/OTnJ6dOn2bt374bX3I6cWcdxGB0d5f79+zz33HN0dXXV9P6rQdM0mpubaW5uDkar+gH9Dx48YGFhgWw2y/z8/JZnmIaRMAiBrRSQQggaGhpoaGhg3759wVAUX9zOzMzgOA6XLl0qs61sl6AMU2XWPwZU4pndLBsRt5qmYRhGKN7TOxmVZrAzUGJ2l1La5OVXOyo96NVTzObzed5++23Auyzf2Ni46TW30maQTqcZHBxECLGmrWC70DStbPrUO++8QyKRAAgyTEtjnlpbWzfcCb/TCEuFejuroUIIGhsbaWxsZP/+/dy7d48HDx7Q0dHB3Nwcd+7cQUoZjOfdSk+2P0Y7LOJsrb6CelOJuP0f/of/gfPnz/Mv/sW/2PL9KRRbze44SynKWKnJq5oTRL3EbDqdZnZ2lr6+Po4fP14zL9pWVWYfPHjA0NDQltoKNosvXvzq9/KYp2w2W3Gz0LNAGIRS2C7tm6ZJb28vvb29SClZWloKKre3b98GCIRtS0sLTU1Nddm//zcXlr+r7RSzy1lJ3GYymRUHySiqZAs8szJEf+87FSVmdxF+ZaNaW8Fyai1mbdtmeHiYVCpFR0cHJ0+erNna9WoAK13TcRyuXbvG1NTUttsKqmX567885snvhE+lUoyMjGBZVuCnbGtrq8kl5zBVRMNCWMTs8kqoEIJEIkEikeDAgQNIKVlcXAzSNG7evImmaWXitrGxsSaPJ0ziEQh6DMLyWpUihCCdTisxq9g1KDG7S6i2yWstailm5+fnGRwcJBaL0dvbW/NpXfVuAEun0wwMDKBpGhcuXAidraAS1np+Sjvh/Wah2dlZUqkUk5OTuK5bFgNWr6rcVhGGvYepMrveXoQQgSe7r68P13UDces3HOq6XjbAoTRNo9q9QHjE7GYKAltBNpulqalpu7ex4xGa96/e96HYHErM7gJc16VQKNTs4FsLMSul5NatW4yNjXHkyBEOHz7MzZs3SafTm1p3OfXMmb1//z5DQ0P09vbWzBax1VTzXihtFtq/f3/ZJWd/OlmpJ7e1tZV4PB7ak/1ywlKZDZOYrbbhStM0kskkyWQyaDhcWFgglUoxPT3N2NhYWZpGS0tLxe+RsFVmKx2YsF1kMpkd+eFaodgISsw+w2ymyWstNitm8/k8V65cYWlpiZdffjloRqqX8KyHv/fBgwdkMhnOnj0bXJLfbSy/5OxX5WZnZ5menub69etEIpFAuLS1tRGNRrd722sSBhEZFlENmxfWvuWgpaWFQ4cO4ThOIG4fPHjA6Oho2XvEF7cr4VsewvAaQbiSFZbjX0XZbAOtYmtyZsPynt7JKDH7jOK6Lo8fPyafz9PR0VHTy2GbEYgzMzNcvnyZlpYWLl68iGmaNVl3NWotkJeWlpiZmcEwDPr7+58JT1qtnp/SqpwvXPwYsHv37jEyMkJDQ0NZ5bb09d9uwiIiw1SZrfVeSi0HwFPvkWvXrhGNRsveI/4HoDAlGQB1y5itFZlMRolZxa5BidlnjNImr8ePH7O4uFjzyuFGRKfruty4cYPbt29z8uRJ9u/f/9SJqV5itlZr+rYC30f6LAjZeooDXddpa2ujra0NAMuygqSEiYkJrl69SlNTE6ZpBlcQtjsGLAxiKWxitp6Cbfl7xLbtQNzevXuX4eFh4vE4ra2txGKx0DwvEO7KLCgxWyu2Imc2RG/rHYsSs88Qy5u8dF2v63CDSk+6mUyGwcFBHMfh1VdfDXJNl1NPf+tmcByHkZERpqenOXv2LNPT0zXa3e7CNE06Ozvp7OwEvBiw2dlZJicnSafT/M3f/E3ZWNVkMrmlYkFVZp9mq6uhhmHQ3t5Oe3s74Ilb/wPQ1NQUjuPw9ttvl9kStmvIR5g9s340l/LMKnYLSsw+I6zU5FVPMQuVnXT9ka49PT2cPHlyzYN/GG0GS0tLDAwMlNkKHj58GBrhUwu267FEIhG6u7uxbZuZmRmOHz8eNJP5Y1WTyWRZDFhYRF49CZOY3e69GIZBR0cHHR0ddHZ2MjQ0xJEjR4LqfjqdLhvy0dLSsmXWlTDbDHK5HK7rqjQDxa5Bidkdjj8f3LKsp5q8NE2redSVvy6sfZnNr2ZOTU1x5swZuru7K1o3TDYD31Zw4MABjh07FjzWemTXbhdhEU0A8XiceDzO3r17g8qSHwN2584dgLIYsFrll5YShudjuwVkKVLK0FQf/Uro8up+6ZCPTCZDU1NTmbitl3UlzDaDTCYDoGwGNUATAk35DEKPErM7GNd1sW171ezYeldmV1t7cXGRwcFBDMPg4sWLFXtLw2IzKLUVPP/888GJ06ce+9xOwvhYSseq+pOn/PzSx48fMz4+Xhbx5MeAbYawiMiw7APC1XS10l6WD/nI5/OBuB0bGyOXy5WJ22QyWTNxuxPErLIZKHYLSszuQEqbvPwT30onnHrFUq0mZqWU3L17l9HRUQ4ePMiRI0eqzqjc7spsqa3g4sWLxGKxFdcMowB8llkpnN9vFPIjnlbrgt+JhEVAhk1Yr3c8iUajdHV1BVP48vl8YF0ZHR0ln8/XbDxzmD2z/ijbsIrtnYSK5toZKDG7w1je5LXWH1q9xKx/n6VrW5bF1atXmZub49y5c0EDRzXUY7/VVGbv3bvH8PAwfX19HD16dNUTQb3sG9vBTj2Ilg5ngPIu+Dt37jA8PFy1lzIswi0s+4BwVR83spdoNEp3d3dgc8pms0HldmRkhEKhUNZ02NzcXLFADbNnNp1Ob3jSmkKxE1FidgfhV2P9g+h6Bypd1+smukqFZyqVYnBwkEQiwcWLFzfcXVyPiqe/5loCwbZtRkZGePjw4Yq2gq3Y53YShsey2ZPu8i54y7KCipzvpUwkErS1tW26IldvwiRmw7aXzYpH35ddOp7ZF7d+0+FycbvafYZJ6C/Hr8wqNo+K5toZKDG7A/CbvGzbrmokbb0qs/7ajuMwPj7OzZs3OXbsGH19fZueFlQPmwGsflL2bQWmaa5qK1hpzTAIwFoQFqFSa0zTLPNS5nK5QNz6FbnlSQlheU3Dsg8Il5ittX+3dDxzadOhL24nJydxHCd4n7S2tpJIJCpqgN1u/IzZsLx2CkW9UWI25Cy3FVQzyaueYlYIwdDQELZtc/78eZLJ5KbXrJfNAFYWCJOTk4yMjKxrK1jOsyRmIVziqV74gy5KK3K+uJ2cnCwTJi0tLTQ1NW2bEAiTgKz30IRqqLd4LG063LdvH1JK0ul0IG7v3LmDlDIYz5vL5UKbFqAqs7VDeWZ3BkrMhpRKm7zWol42g4cPH1IoFEgkEpw/f75m3cH1rsz62LbN8PAwjx8/5oUXXqCjo6PqNXeDAHxWKa3I+aJlaWmJoaEhstks77zzDpqmBTFgbW1txOPxLTvhhEnMhi3NYCuFtRCCpqYmmpqa2L9/f/A+8cXtzMwMs7OzpNPp4L2ynR+CSlHTvxS7DSVmQ4iUMhjvCRv/ZOg3P9Xq5Oi6LqOjo0xOThKNRjl06FBNMxzrFc0FT5IXFhcXGRgYIBKJ0N/fX5GtYKV91kt0bzVhOPFuN0IIEokE8Xicjo4Oenp6ghiwhw8fcuPGDUzTLEtK2Mj7plLCJGbDtJftvqzvv08SiQS9vb1cvnyZWCxGLBYLhjgIIYKGw3plIVeCErO1Q3lmdwZKzIaMapu81qJUyG222SWdTjM4OAhAf38/AwMDdbEE1Eskuq4b2Ao2Ehu2fM16VGa3SzioKrOH/zxomkYymSSZTHLw4EEcxwmSEu7du8e1a9eIxWJBM1mtR6oqAbkyYXpewNtPQ0MD+/fv58CBA7iuG3wImpmZYXx8HF3Xy8TtViUMKJuBYrehxGxI2GiT11r4JyHHcTYlZv3Iqt7eXo4fP46maXWN0arlSctfZ2RkhFQqtSFbwUpr1loAhu1EvVtZ6TXQdZ22tjba2toAz6YyNzfH7OxsMFK1llOnwvReCNNewiSs4ekiQemHIP/nCwsLpFIpHj16xI0bN4JBH764rZd9RVVma4fQQGh19syG5229Y1FiNgRspslrLdab1LUepd7S5ZFV25E8sBGWlpYAr5t9o7aC5WxkqlhYCYtQCQOVvqaGYdDR0RF8KCoUCkEzmT91aqPZpf4+wvK67KYGsGpZbz++77qlpQXwigq+uJ2enub69etEIpGnxG0tSKfTSswqdhVKzG4zjuMwOTlJIpGo+SUoXxRvRHTOz88zODhIPB5fUQTWM3mgFictKSX37t1jZGQEgDNnztTM5/isNYA9S49ls2zk7y8SiZRNnSpNSvCzS0tjwJqamtZ8f4dJzIapAUxKGaps4GqHJviWA3/QR6l9ZfkUO1/cbvSYlc1m1SjbGqE8szsDJWa3idImr/HxcY4ePVqXT9LVik4pJbdu3WJsbIwjR45w+PDhLRuVu9lKso9t2wwNDTEzM8O5c+e4dOlSLbYX8KyJWYVHrV5TP5i/NLvUF7d37twBCMTKak1CYRKQYdnLTqvMrsdK9pWVvNml4rbSEc2ZTGbTdiqFYiehxOw2UNrkJYSo66SuatbO5/NcuXKFpaUlXn755aCCsBL1btbaKIuLi1y6dIlYLMbFixeJRqM1F5/Pkph9lh5LLai1cCvNLvXjnVZrEvIbysJ0aT9sYjYse4Hai+vlU+x8b3YqleLu3bsMDw/T0NBQ5s1erfFQeWZrh2ALcmYJz/t6p6LE7BayWpOXrut1ndRVydozMzNcvnyZ1tZWLl68uO4c+63KhK0UKSWTk5Ncu3aNQ4cOceTIkWC9Wu+1lgLQ3/fExETgs2xra6tr9JNiZbZC1AshaG5uprm5mb6+vqBJaHZ2NrjUrGkasVgsaCqrtBpXD8JUDQ3TXqA2KTFrsdybbVlWIG5v3brF0tISjY2NZeLWP24rm4Fit6HE7BaxVpOXPxq2Hqwn5FzX5caNG9y+fZuTJ0+yf//+bRuVK4TY0LrLbQV+ZaN03TBWZh3HYWhoiMePH3P48GGy2Sz3799ndHSUeDweCNvSk1StCVOlazeyUpPQlStXsG07qMatJli2grBVZsMkZqv1zG4W0zTp7OwMGnELhUIgbm/evMnDhw/57Gc/y8svv8zExMSm9/bmm2/y2c9+tux7XV1dTE1NAd5747Of/Sxf/OIXSaVSvPLKK/y7f/fvOH369KbuN2woz+zOQInZLcBxHCzLWjVyq96V2dWEciaTYXBwEMdxePXVV0kkElWtW489V9uwtrCwwMDAAPF4PLAVbHbNSva4WTG7tLTEwMAApmly4cKF4MQjhMC27cBjOT4+TiaTKavaJpPJmp5Et9tmsN33X8p2Czdd14lGozQ3N3P48GEsy3rqvZBIJMrEbT2rg2GyPIRNzG73fiKRCHv27GHPnj0AzM3N8au/+qt85zvfYWJign/6T/8pX/3qV3nttdd47bXX+Ft/629VdYwHOH36NH/5l38ZfF36Xvv93/99/uAP/oAvf/nLHD9+nM997nP87M/+LKOjo1Xfj0KxWZSYrSPLJ3mtFrlVz8rsakJ5amqKq1ev0tPTw8mTJ6s+IdZLzFYaeyWl5O7du4yOjj5lK9jompWyWTH74MEDrl69yoEDBzh27BhCCAqFQvBzwzDKKjD5fJ7Z2VlSqRRDQ0PYtk1LS0vgsdzMCM3tFm9hIixVyNJ9mKZZJljy+Xwgbq9du0ahUAiSEvwYsFoKrDD5VMMkrP087DClK7S0tPAP/+E/5B/+w3/Iq6++yj/9p/+UWCzGX//1X/Nrv/ZrTE9PMzs7W5VtxTAMuru7n/q+lJI//MM/5F/9q3/Fhz70IQC+8pWv0NXVxX/+z/+Zf/yP/3HNHpdCUQlKzNYJv8nLF3xrjaStZwPYctHpOA4jIyNMTU1x5syZFQ9Ula5bjz1XIpJt2+bq1aukUqkVbQXLqYfNYCNC3h8HfO/ePd797ncHUU7r7S0ajdLT00NPT0/QHe+LW/9yYmkDkZr8s7NZS1RHo1G6u7vp7u5GSlkWAzY5OYnruiSTyZp80FlvL1vNdldCS/H//sOyn1L8Y0RfXx8/+7M/y3/33/13AExPT1ftvx4bG2Pv3r1Eo1FeeeUVPv/5z3P48GEmJiaYmpri/e9/f3DbaDTKT/3UT/HWW289U2J2o+Pkq70PxeZQYrbGbGSSV72qnMvXXlxcZHBwEMMwuHjx4qZEj6ZpWJZVq22WrbvWc1FqK+jv76/o4ByGBrBsNsvAwABSSvr7+zfcnFHaHd/b2xuM0CxtIPLjfHxBs57HMkyX+beTsAi3SvchhKChoYGGhgb27duHlJJ0Ok0qlQqmkwkhgqptteNU/epjWARbmKrEpb0PYWSlNAP/w3OlvPLKK/zJn/wJx48fZ3p6ms997nP09/czNDQU+GaXr9nV1cXt27c3t3mFYgMoMVtDNjrJS9f1ssvMtUTXdWzb5s6dO4yOjnLw4EGOHDmy6YNwPT2zK4mrUlvB4cOHV82/rWbNjVKtbeHRo0dcvnyZrq4uTp06VdNLk6UjNA8dOlQW5zMxMcHVq1cDj6Xvty29/7CIA8UTNiqqhRA0NTXR1NRU9kFn+ThV/0POeqH8/ns8LO8RVZmtnEwms+k0g9dffz347+eee44LFy5w5MgRvvKVr/Dqq68CT783wvKBsJaoyuzOQInZGrFek9da1LMBDGBychLLsiq6JF8p9fTMLl/XsiyGhoZIpVK8+OKLQch4pWxXA5iUkhs3bnDr1i3e9a53sW/fvprtYTWWx/n4HsvZ2VlGRkawLKtsGtWzePLZKGGpUNfqNSn9oHPw4MGyiVPLQ/n91IzS3FIlZldnI8f5rcK3GdQ6Z7axsZHnnnuOsbEx/pv/5r8BvN6Lnp6e4DYPHz6sugKsUNQCJWY3SWmTl39JrtoDXL38p34wuz9AYLWA7Y2wVWJ2+VjdjWRubkcDWD6f5/Lly2Sz2aqTImrJco+lP41qdnaWO3fu4Lou0Wg0CGOPx+OhPEFvFWF57PXYx0oTp5bnlvrZtr7fFsJTfQyb5SEse1lOPp/Hdd2ai9l8Ps/IyAjvec97OHToEN3d3XzrW9/ihRdeALyosO985zv83u/9Xk3vd7vRhPevroTjsLOjUWJ2Eyxv8troJ/VaN4BJKbl58yY3b94MLjHXUshC/W0GUkru3LnD9evXq7YVrLZmrfe4GqlUioGBAVpbW3nhhRcwjHD8mS2fRuW6LiMjI2SzWaanp7l+/XowG96/FF3r902YedYqs+uxvIpfKBSCZrKxsTGy2SwAt27dor29nebm5m3t3g+TgNzqjNlqyGQyAJsWs//sn/0zfvEXf5EDBw7w8OFDPve5z7GwsMDHPvYxhBB86lOf4vOf/zzHjh3j2LFjfP7zn6ehoYGPfOQjtXgYCkVVhOMsu8OQUpYJ2c1ebqqlzSCXy3H58mVyuRznz5/n/v37dTlJ17Mya1kWAwMDzM3NbchWsNKaW2EzkFJy+/ZtxsbGOH78OAcOHAhNpW8lNE0jGo1iGAYnTpzAcZygUnf79m2GhoZoamoKhG29M03DQBher+2yfkQiEbq6uoLLxAsLC/z4xz8mn88HkXClMWCJRGJLBV2YGsDCJKyXk06ngc2L2cnJSf7+3//7PH78mM7OTl599VXefvtt+vr6APjn//yfk81m+dVf/dVgaMI3v/nNZy9jVhOIepdm6176ffZRYrZKNtrktRa1shk8fPiQK1eu0NnZyblz5zAMg6mpqW2L0NoIruty/fp1kslkzawRW1GZtSyLq1evMj8/z8svvxxMdNquPVZzvz66rpfNhvcrdbOzs2WZpr643WoxU2/CVJkNA34Kxrve9S6AwKKSSqW4c+cOUsqypITGxsa6is0wCch6j7LdDNlsllgstunn6utf//qaPxdC8Oabb/Lmm29u6n4UilqgxGwVuK5LoVCoufl/szYDP790cnKS06dPs3fv3uBnmqbVJSmh1mLWtxXMz8+zZ88eXnjhhZo9v/VoACtdz48La2hooL+//5m5NF9aqSvNNPX9tkDZ8IZqYp/CShj2H5amPH8f/l5KLSpSSpaWlgJf/vj4OLqul4nbWvqvwxgTFpa9LCedTj8Tf4thQY2z3RmE868xZPhNXrlcri5drJuxGaTTad5++21SqRT9/f1lQnaza69FLcWsbyu4efMmLS0ttLe31/T53WwDmEQicZA86e7215ucnOQHP/gB+/bt48UXX9yRQraS58bPNN23bx/PPfcc73nPe3j++edpbm7m0aNH/OhHP+Ktt95ieHiYqakp8vl8VXsIw4k3LBXRsInZlRBCkEgkOHDgAM8//zx/+2//bZ577jkaGxuZnp7mBz/4Ad///veDAS3Vvh9W2guEpxktzJ5ZX8wqnl2++93v8ou/+Ivs3bsXIQR/9md/Vvbzf/AP/kHwQdT/58ep+eTzef7H//F/pKOjg8bGRj74wQ8yOTlZdptUKsUbb7wRpKK88cYbzM3N1fnRbQxVmV0H13WxbZuBgQGampo21Yi0GhuxGUgpuX//PsPDw/T29nL8+PEVD65bGaG1Eebn54Pn9uLFiwwPD9d8v5u/hO8iAVH8//5jv3LlCo8ePeKFF14Immh2Gptpqmtubqa5ubks9ml2dpa7d+8yPDxMY2Njmd82LI1waxF2EbnV+6hUsGmaRktLCy0tLRw6dKjMf+2/H/zEDD8GbL1hHqWUTlIMA2GuzGazWVWZrSFhzJlNp9OcPXuWj3/843z4wx9e8TYf+MAH+E//6T8FXy8vtHzqU5/iz//8z/n6179Oe3s7n/70p/mFX/gFfvKTnwQWmo985CNMTk7yjW98A4BPfvKTvPHGG/z5n/95VfvdCsJ/dtkmSpu8/IN6vRoQqq2e2rbN0NAQMzMzPP/883R2dq5627CK2dJmqSNHjnDo0CGEEHXZ70bXlMJB4oLUAyELBF3e6XSa/v7+NYPndwK1qEguj32yLCuwJIyNjZHL5Whubg5uE0a/rarMlrOZ491y/7VlWYG4vXnzJul0OkhaqaS5MGxDCsLsma3FwARFuHn99dfLhlqshB/LuBLz8/P8h//wH/jf//f/nfe9730AfPWrX6W3t5e//Mu/5O/8nb/DyMgI3/jGN3j77bd55ZVXAPjSl77EhQsXGB0d5cSJE7V9UJtEidkVWN7kJYTAMIy6NFJBdZXZ5bmr6wmpWsd++WxGdFqWxZUrV1hYWOCll16itbU1+Fk9GqE2u6ZAIIqOnKmpKa5cuQLAyy+/HNoT2nZjmiZ79uxhz549AGV+28nJSVzXDYRMPp8PjZAMg4gMi5it5T5M06SzszP44O0P80ilUoyOjpLP54MPO62trTQ3N5cJ17DZDMJcmU2n0zXPmN3NbKVndmFhoez70Wh0Q9nqAN/+9rfZs2cPLS0t/NRP/RT/+l//6+B4/JOf/ATLsnj/+98f3H7v3r2cOXOGt956i7/zd/4O3//+90kmk4GQBXj11VdJJpO89dZbSsyGHb8a63ui/IO5rutYllWX+/Qrs2udPKSU3Lp1ixs3blSVuxq2yuzc3BwDAwMkEokVm6Xqsd9qG8Bc6aIJDSF1BJ5Y9Zvs7t27x6lTp7h69WooBMdm2arHEI/Hicfj7N2796nmoVQqhRCC4eHh4DL0Rg/gmyEsgjosYraegm35MI9cLsfs7CypVIrJyUkcx6GlpSX4wGMYxpZc7q2UMHtmfZuBYufR29tb9vVnPvOZDaVFvP766/zdv/t36evrY2Jigt/5nd/hp3/6p/nJT35CNBplamqKSCRSVkgC6OrqYmpqCvAKN774LWXPnj3BbcKEErNFpJTBSNqVJnnpuk4ul6vLffvVvdUuXeXzea5cucLS0tJTlcz1CIuYLbUVHD16lIMHD654YqqXzaBSoZJ10uScLHG9kZgeB7zs3oGBARzH4cKFC4HXLyziZ7Ns9ePwm4f8BqLbt2/z+PFjotEo9+7dY2RkhIaGhqBK54uZrdpbGAjDPrZKVAshiMfj7Nu3j3379iGlJJ1OB5XbW7duBfuZnJwMRXJG2CuzSszWjq30zN69e5fm5ubg+xv9UP/3/t7fC/77zJkzvPTSS/T19fEXf/EXfOhDH1r195b/za/0uMPyYXs5SszypMlrrezYel2u9+8PvE/7y8XszMwMly9fprW1lYsXL1bVNAH1txlU8sYuFApcvXp1RVvBcuplM6hUIGedDDk7i4FJ3s1SmLe5PHiFrq4uTp06VVahf1bE7HajaRqRSIQjR44AT/yVs7OzjI+Pk81mSSQSgd92+SXoWhGW1zMsJ4vtisISQtDU1ERTUxO9vb24rsv09DSjo6M8evSIGzduYBhG8EGnra1ty33rYffMKpvBzsRvqq01PT099PX1MTY2BkB3d3eQI156Pn748CH9/f3Bbaanp59a69GjR8FglTCxq8Xs8iavtT6B1WqwwUqUVmZ9XNflxo0b3L59m5MnT7J///4NneDqWZmF9U+869kKVlq31naOStcsOHkW7BS2tMlaGeyszcOJGU6cOMH+/fuD2/mPt9bP63aImO0a1rAWy/2VpZegr1y5guu6wSXotra2mob1h0VEhmEfYZm4pWkaDQ0NGIbBCy+8gOM4LCwskEqluH//PqOjo8RisbKM23pH5LmuG9p0DmUzqC1hTDOolpmZGe7evUtPTw8AL774IqZp8q1vfYtf/uVfBuDBgwdcvXqV3//93wfgwoULzM/P88Mf/pDz588D8IMf/ID5+flA8IaJcP41bgErNXmt9YaqZ2XWv29//Uwmw+DgYHBZu6mpacNr11vMrna5rdTju5atYCv2W6lgK7h5BAIQZBeyZOfynD35As2J8k/KpUJeUX9isRh79+4N/LbpdDoQtxMTE2Vh/dtRpas1YXlfhUVUQ/lxpvT1Pnz4MLZtPzWGud6xcI7jhDZTWjWAPfssLS1x48aN4OuJiQkGBgaCq1dvvvkmH/7wh+np6eHWrVv89m//Nh0dHfzSL/0SAMlkkn/0j/4Rn/70p2lvb6etrY1/9s/+Gc8991yQbnDq1Ck+8IEP8IlPfII//uM/Brxorl/4hV8IXfMX7GIx61sLKh2AUE8xW7r+1NQUV69epaenh5MnT276UlY9bQawcnWyUChw5coVFhcXqx7tup02g0YjQS6d5+rgEMnmJM+feXFFW4f/fgmL6NgMYRErlVJ6CfrAgQO4rsvCwgKzs7NBlS4ej28ozzQs4i0sk67C8nzA2s+JYRh0dHQEWc+FQiEQt34sXGkMWDKZ3PRxNcye2Uwms2Nzr8NIGCeA/fjHP+a1114Lvv7N3/xNAD72sY/x7//9v+fKlSv8yZ/8CXNzc/T09PDaa6/xp3/6pyQSieB3/tf/9X/FMAx++Zd/mWw2y8/8zM/w5S9/uexv42tf+xq//uu/HqQefPCDH+QLX/jCJh5p/di1YlbTtKomedVbzGqaxo0bN5idneXMmTOr5sNtZN16V2ZLSaVSDA4O0tzcvCGP73Y1gEkpuXX7Fvdm7tJ7eD+H9x9Z973xLIhZ2NmPozSs36/S+Y1D4+PjZDIZmpubA3GbTCZDK0J8wvJ6hEmwVbOXSCRSFguXy+WC98TIyAiWZZFMJgNxu5HM4zB7ZpXN4Nnnve9975rHif/yX/7LumvEYjH+6I/+iD/6oz9a9TZtbW189atf3dAet5pdK2ahuqpUPcXs4uIilmWRyWS4ePEi8Xi8ZmtX06hVDb41wheepbaCY8eO0dfXFxqPr1/tlUgcaaOho4knJy/btrly5QoZK83eU900RWPY0sIUK19G9B97WETHZghL5a1WGIbxVJ6pb0kYGhrCtm1aWlqCS9BNTU2hq7SHpSIaln3A5vy7sViMnp4eenp6kFKSzWaD98SdO3eQUlbtwQ6T0F+OagBT7EZ2rZit9sBYDzErpeTu3buMjo5iGAbHjh2rqZCFJ81l9Tgx+cLTtxUsLS1VbStYTj1Eor/PtL1AQRbQhU7S8CZVLS4ucunSJeLxOC+dfZlF4WWelordrdqnovZEo9EyIZPJZMr8tpqmBSImLOItTPsIi2CrlXgUQtDQ0EBDQwP79+8vyzxe/p7w/8Xj8adejzDnzKoJYLVFaAKh1bkBrM7r7wZ2rZitllqLWcuyuHr1KnNzc5w7d47r16/XRRyVxn7V+uCraRpzc3PcuHGD5uZm+vv7q7YVrLRmrSuzZsTAbDLIOEsgJAZe1eLevXsMDw9z6NAh+g4fwJUuumugo6GJtS8hPkti9ll5HOshhKCxsZHGxsYg8mlxcZHZ2VkePHiA4zgMDg4GDRGtra2bfj9vhLCI2bCkGUD9KqHLM499D3YqlWJ6eprr168H4fL+eyIajYa+MruZpmGFYieyq8VsNYKkkildleL7ShOJBBcvXiQSidQt+mutRq3N4MeaDQ8Pc/z48Q3bCpZTazErkRgxjZZ4I5YsoGNQEDmu3Rjh3u37vPDCC7R3tPMofw9LWpgihq7FiqkGq/OsiNkwiJXteh41TSOZTJJMJjl06BDf/va3OXjwIJlMhomJCa5evRo0Dvl+263wSYZFzIZlH7B1VeJSD/ahQ4dwHIf5+XlSqRR3795leHiYhoYGCoUCi4uL2/aBZy1UZba2hLEBTPE0u1rMVoN/EnMcZ8MxL1JKbt68yc2bN5/yldbLk+uvX8u1C4UCly9fxnVdTp06xYEDB2q2dq3FbNpeZIkFhC4xhYkQULALSM2lv78fI2bgSAtdGFjSwsGmUU+su261I3J9HAq42OjE0NCCtRThoKWlhX379gGe33a1xqG2tjYSiUTdXrswvCeeRZtBtei6HsQdHTlyJBjoMTw8zPT0NLdv3y5LSmhpadnWxjDfE6w8s4rdhhKzFbLSYINqyOVyXL58mVwux/nz50kmk0+tX4/UASFETddOpVIMDAzQ0tJCPB6veQWglhVPV7rMWylyIoO0QTcMrCUbJy05duAEQodFZx4pIarFsVwLgwhiHb8sVDcitxSJi9eK5gJP7mc7xcuzUGGuFaWvQzQapbu7m+7u7sBvm0qlmJ2d5c6dOwBll59X8lZuhLBURMNmMwjDXvyBHrquc/r0aWKxWPCBZ3R0lHw+H6Rn+DFgWy3CVQNYbdGEQKvze0+G4L2901FitkL8A5Jt21WHZT98+JArV67Q2dnJuXPnVqzs1nPCWC2qnVJKJiYmGB8f5/jx4xw4cIC33nqrLjFatVrTkTZSemu50sXK2zRojezp3cuCk0J3dQxhgIAla5GczGLiMGfP0GK0r9kEtlHRrRNFRyIIR8UrDAIhLKz1epb6bffv3x/4bUu9ldFotEzcbiRUX0oZGjEbln1A+NID/P2UfuABLxbLF7f3798P0jNKY8Dq/ZyqoQmK3ciuFrPVCJKNVDhd12V0dJTJyUlOnz7N3r17V71tvSqzsHmB6NsK0ul0WVW5XpmwtVrT1CLEZYKHqUc0J5tpiDcQ1WK42IDnUzIwkHhiVyK9JjCMunlm/QljYUJVZp9QqdAo9dsePHgQx3GemkLV1NRUNoWqmsvPYRCRymawOqvtJx6PE4/Hy6bV+eL29u3bAGXRcA0NDTV9rX2bgfLM1o5nYZztbmBXi9lqqcbXmk6nGRwcBKC/v3/dT8r1rMxuxo87OzvL4OAgLS0tT6UVbOfo2Up4PPOYm4+u09jSwNJcmsaGJrLWElLaxPUGNM1EuiClTcJspsFtolFvwtSfVNQk3l6Wi9tnpQFMURt0Xae9vZ329nbA+wDoWxL8y8/JZDIQMasF9fvvqTCc3MJyaR/CJaz95tf1PpyUTqvz0zOWlpaYnZ3l0aNH3LhxA8MwnooB2wyFQgHHcVSagWLXocRsFVQiCqWU3L9/n+HhYXp7ezl+/HhFB+F6DmXYiOgsbVbzbQXLT2xhrcz6e5+4PUHf2X0YpsHMTIqcnaEgc+i6jiELREsqsLowiBgGhjBxhY3tWORkDk2AKUwiorFM0NZazObzeVzXJRaL1WzNSgiLWAkDtbysHolE6OrqoqurK6iWLffbrlShC9MHpLDZDMK0F6Bqca1pGs3NzTQ3N3Pw4EFc1w2SEh48eMDo6CjRaDR4T2zEqpJOpwGUzaCGCLYgzaC+y+8KdrWYrfXgBNu2GRoaYmZmhueffz6YQlQJmqZRKBSq2k81a1cjEPP5PJcvXyabza7YrLbRdSuhVpaITCbD+ZfOYzaYpPPzuK0ujUYjlpUnZ2dpMpIIBC4uopgrqwkNF5cFO4VTtCIYmJg8fUKplfDwB2dcu3YN13WDS9NtbW20tLRsSTUqTAJqu6jnc1Aa1L9v3z6klEG+rV+hM00zaBjyf2e7kVKGZmSr67qhicDaqJhdTulwBvDOH/Pz88zOzgZWlcbGxrLK7XpJOplMBkDZDBS7jl0tZqtlLTE7Pz/P4OAg8Xic/v7+qits9a7MVrq2bytobW3lhRdeWPPgGTabwdzcHAMDAySTSS5cuIBpmmScRcyoTueedoQmKMhGr/lKeBYCTRNo0kArVmkdbAQCDZ0IUeI0oa8wQKEWYtZxHIaGhnj8+DHPP/88sViMubk5ZmdnGR4eLhu9WumYzWoJg2gKE1vxfAghyip0fpbp7Ows9+7dA+AnP/kJ7e3tgd92o3GAmyFs1dCw2AxqJWaXYxhGmVXFsqzAbzs+Pk42my2LAVsp9ziTyRCLxULzIeRZQE0A2xkoMVsFK4lCKSW3bt1ibGyMI0eOcPjw4Q2dAOrZAFbJ2qW2ghMnTtDb27vu4whLZVZKyZ07d7h+/TpHjx7l4MGDWLJAxlnCkgWvQxzJYn6RJWcJAx1DM0lGWrxLSBpo0jsxGZgktfZArLo4K15u3ayYzWQyXLp0CV3X6e/vDz7MLI+Cmp2dZXZ2lps3b2IYRiBs/UlEtUBVZrf3OSjNMi0UCnzve9/j4MGDzM3NMTY2Ri6Xo7m5ObjNan7bWhM2m0GYxKwQou77MU2TPXv2sGfPHsCLd1yee+zHgGmaRnd3N+l0uuZNZQrFTkCJ2SowDKNMzObzea5cucLS0hIvv/xycLloI2xnNFepreCVV16hubm5JutuhGrXtG2bq1evkkqleOmll2hpaQGg4ObJuzk0qVNwChRyeYhr6OgYWoRGvQENHZAIWV7F8E8EWTfDvJ2iyUiQ0JNP3WajAujRo0dcvnyZvXv3cuLECTRNw7Ksp9ZfPnrVr975k4hKLQlbNZ3qWWe7RYD/ntqzZ89TcU+zs7NMTk7ium5QnWtra6ubeAlb01VY9lKP0eCVEIvF6Onpoaenp8yHnUql+L3f+z2++c1vcvjwYWzbZnBwkHe/+9012ee/+Tf/ht/+7d/mN37jN/jDP/xDAP7BP/gHfOUrXym73SuvvMLbb7+96fsLGyrNYGewq8VstW+gUsE5MzPD5cuXaW1t5eLFi5v2c22XzaD0caxnK1hp3XrYDKCyqtDi4iIDAwPEYjH6+/uJRqOk7Mc40kZDQ0qHgrSJmlEMoWEYEfZEuxACdGGioQee2ZXI2mnyTpaIiMAynbiRCWBSSsbHx5mYmFg3qm05pf66I0eOlHXLl06n8sVtU1NTRe/vsBxEw7KPsFD6fCyPe1paWiKVSjEzM8P4+HhQsffFba0q9mGzGYRpL9strJf7sL/85S/zwx/+kC9+8YtMTEzwnve8h1gsxmuvvcZP//RP83M/93MbmtT4ox/9iC9+8Yu8+93vfupnH/jAB/hP/+k/BV9vJFdZoagVu1rMVouu69i2zfXr17l9+zYnT55k//79NTnIbrXNoFRYVWorWE69KrPAutE39+7dY3h4mIMHD3Lk6BEKbpZFK4Ml88W8WB0Q6MJr8gJAQM7NEdNiaOgIoaGvMbyg2WxB1wyajZanflZtZdayrCCr99VXXyWRWH9k7los75b3LQmpVIpbt26haVogbNcTOMpmEJ5ILP/vabV9CCFIJBIkEgkOHDhQVrG/d+8eIyMjNDQ0lHXEb2b89nY/Hz5hEJA+YdqLj67rXLhwgYcPHzI+Ps4Pf/hDfvSjH/Ff/+t/5f/4P/4PpJT8k3/yT6pac2lpiY9+9KN86Utf4nOf+9xTP/cHRjzrCLEFaQbh+DPb0SgxWwVSSiYnJzFNkwsXLtQ0y28rbQb5fJ7BwUFyuVxVtoKV1q31ntcTs47jcO3aNaampnj++efp6OzAlgUW3XlcXGJ6FBDkLQtdE+AKClaB+5P36TtwEDQJmqhoZK2pRWjR2lbdZ6UicGFhgUuXLtHU1BQ0ptWSlSwJCwsLZQKnsbGxLCVBWRLCSzUCcnlHvGVZQRNhadOQL26rGa8apkv7YRKQlWTMbhe+Z9Y0Tfr7++nv7+d/+p/+pw2t9Wu/9mv8/M//PO973/tWFLPf/va32bNnDy0tLfzUT/0U//pf/+vA36tQbDW7WsxWc9KYmppiamqKxsZGLly4UPOD2VblzM7MzDA4OEh7e/uqo3WrWXe513Oz+CeslYRiJpNhYGAAIYRnK4hFycpFJA6y+H+OdHBdiS4MHOnFa5maiWGa6LqOQHvKViCRIByQ+rqTv3wqrcz6FeTDhw+v2RxYywqYpmm0tLTQ0tLC4cOHg67olQL8/fGpu52wPAebrYaapklnZ2cQC5jL5YKK/b1793BdNxivul5CRpgu7YdJWG+XZ7YSMplMTTJmv/71r/POO+/wox/9aMWfv/766/zdv/t36evrY2Jigt/5nd/hp3/6p/nJT35SM5tLWFCe2Z3BrhazleA4DiMjI0xNTbFnzx4Mw6jLp/J62wxs22ZsbIxbt27VzB5RT8/s8nUfPnwYNE2dPHkSoQlyMoMrHYQAE4M8FpbrIh2JoTnE9Ai60Mm5ORqicaJaDFOLYIgnlVGJpCCzCAmmiFFpfPV6YtZ1Xa5du8aDBw944YUX6OjoqP7JqBGlXdF+44ifkjA7O4uUkqtXrwaV260e3BAmtvukUutL+7FYjL1795aNV/XF7cTERGBH8cVt6WuvbAYrE6a9LCeTyWx6itjdu3f5jd/4Db75zW+ueiz4e3/v7wX/febMGV566SX6+vr4i7/4Cz70oQ9t6v4Vio2gxOwaLC4uMjg4iGEYXLx4kQcPHrCwsFCX+6qnzcB1XR4+fIiu6zXxa/rUS8yWNle5rsvY2Bh37tzhzJkz9PT0AGBjYTk5XBx0XccSNkKCQKJrJjYWDXoMTWgIqWHlLUCiLcuMdaRF1kljYmIaK58EJBKBoODkyZJGQ0M3VrcZ5HI5Ll26hJSSCxcuhCrAvLRxZP/+/UxNTXH79m0aGhqCKUTxeLzMkrAdGadbTZgqs/WidLyq77f17Silr70vbMNUgQxTlTjsYnazldmf/OQnPHz4kBdffDH4nuM4fPe73+ULX/gC+Xz+qYJOT08PfX19jI2Nbeq+FYqN8uyfpTaAP5VpdHTUazA6cgRN0+pqBahXZfbx48dMTk4SiUTo7++vqTDZSEd/JfgiOZfLMTg4iGVZZR5licTFBuGd+F3XCfYjXUnezRHX4mSsLIZuYGDgWhIhNbQSi4FEYksLXRiIFQYjSFxcJOBiS5usXPKayYQJq1RmfRvHnj17OHXqVMVV/O06UQsh0HWdw4cPA17UmW9J8DNOS1MSEolEaERFPdjux7aV1dBSOwp4r32p3zaTyXDz5k2WlpaC+LftEnFhEpBh9szWQsz+zM/8DFeuXCn73sc//nFOnjzJb/3Wb6342GdmZrh7925QbHiWUEMTdga7WsyudNKwLIurV68yNzfHuXPngmksUH9fq5SyZgdtKSU3btzg1q1bdHR0IKWseYWtHpVZ8F6Xubk5rl+/TkdHBy+++GLZ3h1sbCw0NITQkNLFwPQsA+QxhY6mCQwtgo2NK1ya2htxHYk0ZFEMO4DnrUVQZj0AXzC7SFxAoqFjiggaOjGtEdw7ZWLWH55x48YNTp48SW9vb82fl63AMIwyz2WpJeHOnTsAZZelN3tJMyyEqTK7XYLaMAw6OjoCS8zbb79NW1sb+XyeoaGhYCKd/9pXGv9WC8ImZsOyl+VkMplNXwlKJBKcOXOm7HuNjY20t7dz5swZlpaWePPNN/nwhz9MT08Pt27d4rd/+7fp6Ojgl37plzZ13wrFRtnVYnY5qVSKwcFBEokEFy9efCo3r96VWajNgdKvaBYKBV599VVSqRSPHj2qxTbLqEc12W9IGh4e5tSpUyt6e20KxaYvkNIB9OL4A4hrCRAOMT1Ozs0Uvyu8/5UCFwdXOp6YFQJNaOjFUbalzV8udvF3vf+vC40GvTm4jaZpiOJfj23bXLlyhfn5ec6fP08yWT5gIcysJ0bi8Tj79u1j3759SCmDy9JTU1Ncv36dWCxWNpVsp1sSdlNldj2EEMF41dXi33xh29raWtcPNqoBrDIymQxtbSsnsNQKXde5cuUKf/Inf8Lc3Bw9PT289tpr/Omf/mnNLGyhYguiuSps1VCswc4+89SI0lGux44do6+vb8UTSr2btMA7UG5GEDx+/JjLly+XVTTn5+frageoFYVCgStXruC6LqdPn2b//v0r3k7HwKUACBzpogFLdhpN6LREWtGLjVyGiOBImygxhq9fp+XdnUjHKY6pdYkZMSSyaDwQSCR5JweAoevFqqwIflb6jmjpSmCaJovpBQbeGQwGN2w0OHw7UwUqvV8hBMlkkmQyyaFDh566LJ3NZrdl7GotUJXZpyn1qa4U/7a4uFjmt43FYmXitpYRdGGqhoZpL8upVZrBcr797W8H/x2Px/kv/+W/1Pw+FIrNsKvFrBCCXC7H5cuXyeVy61bV6lmZ9U8aG13fdV1u3LjB7du3OXXqFPv27QvWrJcdoJbrzs/Pc+nSJZqbm4lGo2tWeQQaGiYSm4JT8CwFQkOgowmtONVLYGoRTEyQAj0iyJNFOgZSCCKaWVxL4CIxACldXOn5YyGCrmtQbP4KqrsIpHSJxEwcx+HHP/oJhw730dd7KDQipBo2s+fll6X9GCh/5C4QiJudYknY7tcwTGJ2rb1omrbiBxs/JeHq1askEong9d/suOWwNYCF1TObzWZD1XD6LKCiuXYGu1rMFgoF3nrrLTo6OirKXK23mN1o5Xe5rWD5pZ567bsWYra02e7o0aMcPHiQ733ve2tWyhwKuDhI4VVIbNfCcV1aos1QlJ4Sv+FLx3Ft9JiBlI4nW4OlixYEKSjIArL4UHQ0LyUBDb8qqwWCFvIyi2VZaLrghf4zRM04Ukgqzah9VlkeA+VX7qanp7l+/TrRaJT29vYg5L/WwyOeBcIkZqupQC7/YJPP50mlUqRSqbJxy764raaR0L9qEZZqaJgrs+l0ui6VWYUi7OxqMRuJRHjppZcqnoBVTzELG4vnevToEZcvX6azs/OpRqnSdcNYmbVtm6GhIWZnZ3nxxRcDr9d66wZOVgERLcJCYQENnSVrkWZTx9QMQMORDgW34AljCU5xTa1oTzBcCULiSBcp3eIYXBdd6JiaL7QESImDjY5JvpBnvjBLYzKOa0l0Uw9G4kp2pqCtxyV2IQTNzc00Nzdz8ODBMkvCxMQEQ0NDwWQqy7K2/TJ/WMbZhmUPsDlh7Y867e7uLss2TqVSQSPhcr/tWsMbgNAIyM1awepJvWwGuxlNCLQ6/03We/3dQDj/IreQZDJZ8Ym03mK2mvWX2wpW85dCOMXs0tISly5dIhqNetO8SqbGrBX55WLjYhendsGitUjezaGhIR0XQ5g0m83oaBRcB8u10RDYll0UqxKtKIIl4Ejbe86Fl2zgVWVdbNdB1zQKTg6BhqmbLCzOc/XqEIffdQDNcsnO52mLdyEQpN15Ylocg501/WarhNNKlgQ/AuzRo0dIKbl8+XKZJWErRd12i2mfMFVma1UNXZ5t7PttU6lUWdW+VNyWes/91yYsYjbMlVllM1DsVna9mK0GXddrGp+10vqViMPV8lfXWjdMNoP79+8zNDREX18fR48efeq59GPKSnGli0MBizxSeFVUAFMzMDDRNZ0GvQFd05jNz9JkNKGLCJrwGr4iMRPN1RACbGmjO4WimHXwXLhPGr40YSA0cHFxXBcHi0fTjxkbvsGxY8foTu7n+uh172Tfo5EqPKYg87i6S7Oxs8QsbI+Qi8Vi9PT0BNE+qVSKZDLJo0ePuHHjBpFIhNbW1sCWsBWWhDCIyLCJ2XrspdRve/DgQRzHCfy2t2/fZmhoiKampkDc+uIsLM9LWD2zfuLEeucDRXWILUgzCMlbe0ejxGwVlCYO1EPMVmIz8G0Ffih/JZe7wlKZLR3xevbsWfbs2VPRui4Wlihgu4WnIkwSkWaaIy0YMoqDw0z+IVKC40psLYeJiYuD0DRsbBppwhUuBWmjoXkTwYREkwIhhRf3JRxsaWPj4LqS+5P3yefyvPTKi7Q2e1YIv3ospSTtLOJKh3azq+rnUBaHMpQYeXcdQghM06Svr4++vr5A3PiWBL+ZyK/a1iO8P0yV2bCwVU1Xuq4HEWDg9TL4VfvR0VHy+TwAd+7cCUVKRpgrs8pmoNit7HoxK1aZ5LQS/gHMcZy6VIrWqqCWjnV917vexb59+ypet57DDSpdN5PJMDAwALDuiNdAKCJxKGBTwBN8K94apEbWTWO5FgW3QLORRNPAlQILCx0dx7JxpaRAARMDITVc4eJKBwMDKVxcqaEJ71+OPK7jcHPiFgKNE0dP0RBtwJUuliwgYi5u2mXJWcSRDlERY95OgZA06c1EtZVnmj9Nsca8jRPAwsZycZPP54OUhKGhIRzHoaWlJRC3DQ0NNXkcYXguwlKZ9ZuutmMvkUiErq4uurq6kFKSSqUYGBhgaWkpSMnwX//W1taavf6VEvacWWUzqC1qAtjOYNeL2WrQNA0hxJaPtM1mswwODmLbdkW2guX4Fd9an5wqFckPHz7kypUr9PT0cPLkyXVPBP7PC2RwpAVI3OLnDX/33ogDHSH1ovB1yTs5NKER1eMgQQtmfdnE26PYooCg0avUCh3hClzNm/MVESZo3oRcXeik5zLcuXuHlkQLPfu6kZqLSzG6y7W8GQyuZC7/mDwFHGkjZIaoHqNRrzw4XKAhcbe1bSxM1cCViEajgSVBSkk6nWZ2dpaZmRnGx8cxTbNscMNGs37DQJjELGy/T1UIQSQSQdd1nnvuuSAlwx8Ec+PGDUzTLPPblvrv60HYbQaqMqvYjSgxWyWGYdR1pO3ytX0h2NXVxalTpzZ0EPV/px5iFla/7FbapHb69Gn27t1b0bqGoWM2aDiyQDGI4CmxJ6SOdKXnofXcrRi6QZQoutCxpeX9ntDIWItIDSQOURHFwsJxHXRNxxCRwBNlCBMEPHr0kJyV49iJo+i6hiZAE1Bwc7jF3QhdA0OSI1ucRmYSE1E6jC4iWuUnU8+n626bySAMwqkahBA0NTXR1NTEgQMHcByH+fl5ZmdnA7+lb0lobW2lpaWlIkEWJhEZln1AON4fpY1opSkZviXFf/3v3r3L8PAwjY2NZa9/rZMHwmozsCwLx3GUZ7bGeOeHeufM1nX5XcGuF7PVvkk3Ep9VKaWV2VJbQTVCcCXWE531WDefzzM4OEg+n6+6mtyQiOOVPgnSXf1ZXP796cKzEDjFsbYCMLUIca3BEwR44w5s1ybn5nBx0WyzaDMwcTTHE7RCwxRRrzHMsbg9cZd8PseBk/tKBLQ39taVYDt2cX6CQApJTMQRQmNPtKcqEfuEJxOWFNWj63pQlQXPb+lbEoaHh7Ftu8yS0NjYGOrnOmxiNgyibS3v7vLX37KswG87NjZGLper+VS6sIrZdDoNoGwGil3Jrhez1VLPeC5fKG/WVrAcvzJba9/sauvOzs4yODhIW1tbRcMoSpFImpINxBPRYr3Sr1lq/g2wpY0lbdwSH60/bFYXBpa0cJC40qbgWtjSAsA28+TcLGhgFhMQhCbQNEE2k+XevUmi0Rh9h45jk6cgLXSp42gujpNFoCGEVxHWhIablfQ2HN7Yk1eCKBoitkvEhN1mUA2RSKQs3zSdTgfi5ubNmxiGEQibtra2wJIQlucgLGLW/5sOy14qFY+mabJnz56guTSbzQav/+TkJK7rBkM7Nuq3Dqtn1hezymZQW1Sawc5AidkqqaeY1XWdxcVF3nrrrU3ZCpaz2VG5q1FamQXvRDwxMcH4+DgnTpygt7d3AydDiW5qaJo/Pta7CK8VG6Wk9Pv/ywW0wPO6Zu1FLGljuw4aOgv2HAXyaBE8kSttkAJN14noJhLB/FyKB/enaGtto6t7D1KALhuQVp68zCBKvA6miHlNg7oLWuUCyJY2eTdHg7a8Mij9R1bl81QbwiBW6kWpJaG3txfXdZ+6JN3U1BSqUbthEbNhshlsphIaj8eJx+PBVLqlpSVSqVTgt/Y/3PjithK/bVgrs9lsllgsFko/r0JRb5SYrZJ6iVn/RLu4uMhzzz23KVvBcoQQdUk08GdWu66LZVlcuXKFhYUFzp8/TzKZ3NiaaGQW8jiWS3NLE1JIDOHlztrSxpZukAdbaqSVSJbsRQpOHsu1MYVBq9EJxalc0hZEiNLU2OwNRyg+H1P3HzA3v8CBvgM0NTXizQeT5J0sDg66MHClVbwvL/nCxESTepB1WwmzhYcINAzTICpKkw788bvbR1iqkvVG07SgKnfkyJGyCKipqSkcx+HSpUtBtm1TU9O2iLkwCMgwidlaDm9IJBIkEgkOHDhQ9uHm3r17jIyM0NDQEIjb1tbWFa8qhbUBLJ1Ob/mwkd2Af56r930oNseuF7PVvonqIWaz2SwDAwPkcjn27NlTUyHrU8+s2YWFBUZHR2lqaqK/v39T3eQSSbwxQiRmIoXXICXRkf7Y2eWyT4IrHSzXImfnsFwLIcHVDGwsOiJd2E6eB4vTGIkIDUYDAoFt29y+dQch4NixoxgRo1h89dY3tAiWm0UgMEQUVzoIoSGkl4Cgo+NalYnArJ1hyVkgrsfJuktPxXZVI4oVtaM0AmphYYGBgQE6OjqCfFtd14OKXaVVu80Slsqs71MNy17qlevti1bw/LZ+vvH4+DjZbLasmdDPNw5rZTadTiu/rGLXsuvFbLXUWsz6aQXd3d10dHSQzWZrtnYp9RDhfvXm8uXLHD16lEOHDtXk5KfpGpquBVYCRzq4UiLQiAitOJJWo0ABgCVrCV3oRPUIjuugCUFUj3qRXZokoseQjjflSxOCxYUMk5N3aWlrYU/nHgxdw0XgyAKO9EbiSlwMzcSRNlK6ILxRulLT0NAQBmhmZY81L3No6BSkheZ6e846aeatFFE9TtJs2fRztlHCIFYgHPsQQtDb21tmSUilUkHVzu+Sb2tro6WlpS7VubCI2bDsA7ZueINpmnR2dtLZ2Ql4kxZnZ2eD94CfbyylDC7ph+U5giejbMO0p2cBIbYgZ1a9ZptGidkqqZUodF2X69evc/fu3SCtYGJioq7NZbWszNq2zfDwMI7jcOrUKfr6+mqyrkCQWyqgmQJTN4sDBWTRWgCgoQvvsrw/7EBDw5YWruuNG3Y0iS0toloMDQ00QdyIYbgGM49nmJmZpatrDy3tbYhiyqsAZvOzCKAt2onr2uSdPBERQWoCu8Sja0uLiGngWJW9Vi1mG45rkXbTCBce5O5SkHlAoEkdgcZ2Gg12i81gPUpPKKVVu8OHD5d1yftTqUpTEmplSQjLa1GrS/u1YLsqobFYjL179wZ+23Q6zePHj5mdneXy5ctBkoJfvY/FKh2UUh/UwATFbmbXi9mN2Aw2KwozmQyDg4O4rkt/f3/QfVrvpIRaidmlpSUGBgYwTZNoNEoiUfmQgLWQSKR00WM6mqEFtlhX+gYAF1sWAIEQGromkK5GXG8gZc0GtgDN1bGF53c1NRNNE5imwVxqDsuyOHz0ELFiw4/nvnXI2BlyTpaIiJJ1MsREHFNICrKA6ZoYWgTpQkYuIhA4wb4qe1yJaALXcsg6GaSU6Bg0m6006YmilUI1gG0n64nI0i55vzLnR4DdunUrEL++uN2osAlLRXSrqqGVEIbL+n4zYSQS4ebNm/ytv/W3WFpaYnZ2lgcPHjA6Oko8Hg/eAy0tLXWZErkW6XRaJRkodi27XsxWi67r2La94d+fnp4um4ZVeqmyFkJ5NWq19oMHD7h69SoHDhzg2LFjfO9736vZnnNuFsfNE2s0g/5+ISGiR7BdG7toNfBSBSK4eI1ZaTtNoXj5HiQaBk1aI6ZmYOoGhVyBpaUlIpEIh44cwjSNYoaALNZkBalcirzM42CTz2VpNJpo0BOYMoIlLaJulILMBdYH15RoRjElwrUpyDwxbfVLfIYwiYk4jnCJGw00661eKkLxkaoGsO2nUvEmhKChoYGGhgb279+P67osLCwwOzvL/fv3A2FTakmoNJ4uLGI2LPuAcFWJ/WKDruu0tLTQ0tICeFeqfL/tzZs3SafTNDc3B+LW99vWk0wmE5pUjmcJFc21M1Bitkp0XceyrKp/z3VdRkdHuXfvHqdPn6anp+ep29RzIMNm13Zdl2vXrnH//n3Onj0b5DjWquLrug55Nw3C88wKTYDwxthK6QaTtyIigq4ZuMXGMISDJjQIxiRotERbaTAbMYXJ4sIiUw+mMHSDpoYmDNNv9PL+TyJxXIeszCBxcPCEcsJIUnAL6JpBREaxsdHQg98RjsCxXGYK0xRkjoiIowuDiPCahBxZvL0o3pM0SRitJIzWFR69EpM7GU3TAmHjWxJ8YeMH9yeTybLg/tWEYlhEZBiqoT5h3Mvy18gwDDo6Oujo6AC8oTG+33ZoaCgY3uGL23okZahRtordjBKzVaLrOrlcrqrf8W0FUkouXLiw6gEnrDYDP21BSkl/f3+ZL2uzYlZKyZI1R17m0Q2BLvTiR2GKgwSg4NqB3HOEiy5Ak098rC3RVvJOAVe6NJhxIloEcHn86BFzc/Ps7dnL4tLisvrnkyG5mtBoMppwpEtndA9RPUbBLpCXeaJSoAmJITxhmhQt5N0CaWOJzhMt5KRnbTA1A1NEyDtZHhceYkuLhNFCW6RjvWcA23G4MXaD+/ce1ORSdTWEQTiFgVqKyOWNRKWWhDt37gAEr3Fra2tZNS0sYjYs+4CdaXmIRqP09PTQ09ODlJJMJhOI21Jbiv/3XouKqhKz9UFFc+0Mdr2YrXc0l28r2Lt3LydOnFizA7qeNoONVmYfPXrE5cuX6e7ufsoW4a+7mT1bskBGpnFwMF0DoWlFn6xbHCErS0SoQCtWVEung2WdDLqmEREREmYTGhqWYxNJGPQlDxCJRlhcWiqu5Rarq34l1/Pf9sT3lUhdyUzhIZa0iBgmCIEjXUwt4uXdUvCqxo6kQSRIGq3Y0uJB/g45J4MLaEJ/KoJrJbKZHFeuXEZKeNe73sXCwkJwqdrPvKxn9zwomwHU9zmIx+Ps27ePffv24boui4uLq3otHccJxYktbGI2TJXZav8OhRA0NjbS2NgYJGX474GpqSmuX79ONBot+4CzEb+tn2agUOxGdr2YrZZKxWypreDMmTN0d3ev+zv1tBlUK5SllNy4cYNbt27xrne9i3379tVk3eWYIoIuTKT0LAWOdNCkwG/w9z2lAg1D0zGIBFflBTpuMbYLIGE0FoWqi9AgGokR1eM4rk2sySQSNZHSBmH4NVn8eWJaSaKAN3ih4FWHJQjpXVa0nDy6ZqBjIhyL6WuPOXrhJDk3y6z1EEsWEGi0m+0kjbZ1T8CPHz9maHiI3gP76O09gGO5tLe3c+jQoaB7fmZmhmvXrmFZVln3fGPj8kliGyMsgmW3oGkayWSSZDLJoUOHsG2bVCpFKpVifHycTCZDJBJhYmIisCRsh5ALk081TGK2FqNsV3oPzM3NkUqlmJiY4OrVqyQSiTK/bSUCWjWA1QdVmd0ZKDFbJZWI2Uwmw8DAAMBTl+XXW7ueldlK187n81y+fJlcLserr766ZlpBLTyzUrrY2DRocQzN8PJhJbjC9SpECHTNi7ASQha/p2FIE0dqRLUohqkhHcHc3DzNyWYMU0fHJOMuAS5mzEAIL73AQCv6cC1vwldR0HrNYBoL9jwuLnHZSNpdRHM1Wsx2hPAiwCIiSt6yEMWcWUfaRLUYjSJBs9G67oFJSsmtW7e4ceMGp06dYt/+HlwXnJL4r+Xd8/5lypmZGW7evEm8IUZ7ZzuJxmbaWtswTROhSaQE5M46MIahMrxdlUjDMMosCdeuXSObzZJOp7l79y5AmfVkqxp8wnRp/1kX1iv5bf0POCMjI1iWRTKZDN4Hq3mus9ksbW1tNd2bQrFT2PVittY2g6mpKa5evcrevXs5efJkVQe+MDSApVIpBgYGaG1t5YUXXli3C3uzYtaRDjY2ILGkhSa958u3AwjhlUdtaROjoTgVDFxpYUsHW9peDm0esvkMzU1JDMNbwyYf3I9dcMgtFejsaiTtLOLioAudiBZHF/59gpQ2i9YCNjYOC+iuTkSLUHDzGMJESA0XGw2BnfGezwatiQatsoYOx3G4evUqs7OznD9/nuZks3/Pq/7O8suUjuMwvzjP/OIcd+7cYejqEF3dnRw+0YeOiSGiVb3vwiAmw0AYxJuu6zQ1NXHs2DGklMHl6Onpaa5fv04sFiuzntQr/ilsNoOwjI/diipxNBqlu7ub7u7ushi4VCoVeK59Yet7roUQKme2TmjC+1fv+1Bsjl0vZqtlNVFY2u1fqa1gOX5lth4nkvWqvqXVwuPHj3PgwIGK9iCE2JSYNTSDBq2JjLuAlOBI16sK4aUa+H1aQYqA9LyulixgSwekJJcroCNINDWj6ZT2dnniDpOMlcNs1Fl056FYgzUw0IOxCQYgmbNmi1+DhkZEi9GsJdGFjoWNIQzAwNEyiMiT56ASMpkMly5dorO7nf5TF4hGYkFEWDWJBrqu09rSSktLkoO9hyjkCzhGjkjUYHF+iSvv/IiWFu9k197evmYjWVgEi8KjtAophKC5uZnm5mYOHjxYFv+0fNxqW1sbzc3NNRNaYbq0H7a9bKWwXikGzs+3nZ6eZmhoiE9/+tOcPXuW8fFxnnvuuZrd97/5N/+G3/7t3+Y3fuM3+MM//EPAe39+9rOf5Ytf/CKpVIpXXnmFf/fv/h2nT5+u2f0qFBtBiVm8A0al1SnDMJ4Ssxu1FSzHP0jW44C5VgXVsiyuXLnCwsICL7/8cpCduNl1K0FKb1qXJvSixKQoRJ80enny1Rsnaxdv7+CJ3nwuR2OsEU3X0aVZzJ6V6ETQMXCwyJMl2mRiu46XPIBJVMTRdZ2FQgpN02gyWpAIEkazN/mLKBE9hubHd+FiamZxXK6GLnRcp3IB+vjxYwYHB9l3pIdYl0lBzxElVtKMVuXzFgxacIlEI7imiyYELclWzp59npmZmaC5xM88bW9vr2sj2U4mLJXItfax/HJ06bjVK1eu4LruU5aEjT6msDwfED4xu5170TSt7ANOPp/nd3/3d/mrv/orJiYm+OxnP8v/9X/9X7zvfe/jfe97H+95z3s25KP90Y9+xBe/+EXe/e53l33/93//9/mDP/gDvvzlL3P8+HE+97nP8bM/+7OMjo7WbHhO2BDaFoyzVaXZTaPEbJUsr8z6toJ9+/Zx4sSJTR3o/N91HKcuYnalfNyFhQUGBgZoaGigv7+fSCRS9bqbFbMOFpooTvUSxaYsWVZgxRAaGgIXB0taOLYDAqLxGLquowkN4QhMYjjYOFg4FEruB6y0TXtrB5qmM5ufwbAFNg6GFIFoFZpJd3wfSMjaOWzXIqJFcHCwXa8yK5EYuo6o4GEv98fGOk0WnXnyTp6E7qU2LNgpDEyvua1CvBG4bvF/AcdASg3kk5NdaSOZP4a1UCiQTCZpb2+nra0NKaWyGYSIal6L5eNW/Yrdo0ePGBsb21SH/LPuU90otWgAqyXRaJRf+qVf4pd+6ZcYGRnhYx/7GJ2dnfzlX/4l/+Sf/BNmZmZ4/PhxVcf1paUlPvrRj/KlL32Jz33uc8H3pZT84R/+If/qX/0rPvShDwHwla98ha6uLv7zf/7P/ON//I9r/vgUikpRYrZKfM+s4ziMjo5uylaw0tpAXZrAlufjSim5d+8eIyMjHD58mMOHD2+oErMZMSulZN6d9QYlCB1daGhCw0RQcC2klBiYmMSQro3UXFzpYlsOQqeYSQuWa2GIKJI8EunLu2C6V4Q42fQ8VtZGtAtyToacm6bBaMBAp0FvCirAophwYLsWAtDRyLs5TBEt5h1IIiKKK1zMqLlmBcu2ba5evcrc3Bznz58nmUwipaRZtmBgMl+YZd6exZI2TXqCJO3VPHu4uGgINDR0d2WhslojmT+pyLefTE9P09bWtuUjOMNCWAT9RiuiQggSiQSJRIK+vj4cxwksCX6HfDUTqcJUmVXCujIymQw9PT186EMf4pd/+ZcBb2JjtQWKX/u1X+Pnf/7ned/73lcmZicmJpiamuL9739/8L1oNMpP/dRP8dZbbz2zYlalGewMlJitEv/k//bbb6Np2qZsBcvx/2jq0QRWKjodx2F4eJhHjx5x7tw52turEVGrr1sNBTfLnDuLkIG5wPPLInGk4+XMomFjISUYRMjlc+TtHJquYehGmc3Ull6zl59I4Htl/dxax3JxpJdboKGjoWM5FgYRDNMIhKEvaHWhk3Gz6GhEiFKQeaJaDF0YSOHdcVN3nJT9GB2dhNFSnETm4ftjDcPgwoULRKPeZDDf0nI3N4Hl5tGFl8bQrLdCfXr/AlbKu5yamuLatWvcvn2boaEhEolEULWtpQdzJxCGE0qtRKSu67S3twd/2/5EqtnZWYaGhnAcpyzqraGhfBRzmNIMwraXMNp0/Eaxpqamsu+vNGlyLb7+9a/zzjvv8KMf/eipn01NTQHQ1dVV9v2uri5u375d5Y4VitqixCzVeWYfP34MQEtLC6dOnar5yb5eU8B80ZlOp7l06RKmadLf37/pKVOapmHbdlW/40iHjJsum8jl4PlZcb3XI2pEEQIs18bBIZeZR4sIYrGoJyaD16v0JKcVm7qMYt3SRpcmCA0zorOw6NkODN2g2Wwhb+dwsJktzNCgNxLX457VAAchNEzNxHIsdB1ixJG46MVRlil9idaOJHmZRcegqeSx+P7Ynp6eFRMtMs4SQkJEi9IR7SaqR8GVWFW87gINg8299/y8S03TOH/+fJng8T2YvtjZylio7WCnV2bXY/lEqnQ6HUS9jY+PY5pmmSUhTJXZMFVDw7SX5aTT6U0VVu7evctv/MZv8M1vfrOqptEwvVfqgRDev3rfh2JzKDFbIY7jcO3aNR48eADA0aNH63JQq1fWrKZpZDIZvv/977N//36OHz9ek/1vpDKbd3O4ridlHWx0oaNTrHYU/6hdXHTpXdhfTC2SWcrQta/T8yzLcvGsCY2IjOEicbGwZR5d072MAiHRhGchMCPe211IjbyTI0/WsxW4EmGIkkwBge1696FrOhqCiBFBoOHiIJHoUmfJSpMwEgjp5dba0uXOrbuMj4+vOWiixWijUU9gChNLWsUqtE7dS7MrUHoSWi54lk8p8hvJfMETxgrVZgjDCXkrhIEQgqamJpqamjhw4IAX9TY/z+zsbFChj0QimKZJKpVa15JQb8IkIMPmmS1ls9FcP/nJT3j48CEvvvhi8D3Hcfjud7/LF77wBUZHRwGvQlta8X348OFT1VqFYqtRYrYC0uk0AwMDga3gu9/97rbnwVaD74lMp9M8//zzNT3wVCtmpZRknSVyZIt5BeJJigHeiVZHI+fk0dFxXQc06OnZC5oD0qtJusVKroZASiiQQy/6Xb1xuBIDjbwsYGoGrhS4jvczB6f4+zoxEQNN4rgWkgiapiEBUzOwpY2GhqGbxQAtBw0NF5cG0cTjpRliURdTuDwo3COTyvDgzsPAH7saQmhERBTHtbwoNuFisH1iaqWq5EqxUH4j2fXr18nn88Fl6vb29ppNJNsunvXK7Frouh58SAEoFApcu3aNdDrN0NAQtm3T2toa+G23+rUOm2c2rL7ybDa7qQlgP/MzP8OVK1fKvvfxj3+ckydP8lu/9VscPnyY7u5uvvWtb/HCCy8A3nvlO9/5Dr/3e7+3qb2Hmi3wzKrS7OZRYpa1RcT9+/cZGhqit7c3qGbWywoAtbcZZLNZBgYGKBQKNDY21vwTdLViNu9msbDwRtR6z7svTF3XIWrEvAxYzfBO7JpGU7IxiOcCMDFBMxFICm4BFxfPLet5YXVMdAQ2FjYWuJJIXIM5bwVd6LRG2gFB1s7yOP+ARrORgpunNdLhiWEkUS3m3WvRI+tVkr29OsKmrTWJjU3Otckt5cgtFcr8sWshpYuDi9C8KnCeLCYxDGluqVCo9L5KJ1WVBrnPzMxw69atMkHU1tZWddNJGAiDGA/DJdtIJEJjYyPRaJTjx48HloRUKsXNmzcxDGNLX+swVWbDtJdSCoUCtm0/5ZmthkQiwZkzZ8q+19jYSHt7e/D9T33qU3z+85/n2LFjHDt2jM9//vM0NDTwkY98ZFP7Vyg2S/j+KkOCP6lpZGSEs2fPlnkf6zl2tpZrP3r0iLfeeotEIsGJEyfqcpKsVsxGRKx4Sd1LBnCli3QBCbpmYLkWlmt735cumuZLSweKlVghnrxxRVHEmsQxMNCKkVUgsIrRXC4O6E/GuEgkutDRhGDOmsXCKiYYeNYC15Fk7EUsmfea8ooVX40n/60LAzcn0V2DR7dmcB9rPHfkbIVC1ptoBl5aQ0R4mbhS1uc9VWv8IPf9+/dz9uxZ3vOe93D69GkikQh37tzhe9/7Hj/60Y8YHx9nbm6ubn8rtSQslVkIh6j2m658S8KBAwc4e/Ysf/tv/21Onz5NNBrl7t27fO973+OHP/whN27cYHZ2ti4f8lUD2Pqk02mATVVmK+Gf//N/zqc+9Sl+9Vd/lZdeeol79+7xzW9+85nNmIUnObP1/lcN3/3ud/nFX/xF9u7dixCCP/uzPwt+ZlkWv/Vbv8Vzzz1HY2Mje/fu5b//7/977t+/X7bGe9/73uBv3P/3K7/yK2W3SaVSvPHGGySTSZLJJG+88QZzc3MbfSrriqrMrsDS0hKDg4OBrWB544uu61U3PVVKLWwGUkpu3LjBrVu3Au/mzMxM3VMSKkKA4Enzllaszjo4COk14vnfK2/uophTYELxor83ACFSDOPyhKFXOfW8uAT1XIHMu+QyueCevd/XSBgJcoUM84UF2s1OpjL3yThpmiNJEBAh4lVkXQc0Fx0diY4hDG5dmySbzq3pj/XvyxuBa3gVaOl443E1E13T0YmjOxEKJbm4W8lmhZymacFlaGDFRrLW1tYgJSGsjWRhEExhqMyutY/S1/rIkSMUCoXAfjIyMoJlWWUpCbWwJISpGhpWz2wmkwFqL2a//e1vl30thODNN9/kzTffrOn9KKojnU5z9uxZPv7xj/PhD3+47GeZTIZ33nmH3/md3+Hs2bOkUik+9alP8cEPfpAf//jHZbf9xCc+we/+7u8GXy8/Nn/kIx9hcnKSb3zjGwB88pOf5I033uDP//zP6/TINo4Ss8tYyVawnHpXZjcjOguFAoODg2SzWV599dXgE/NmhxusRrXrWsXpXZ7GlFBMknBcGySYwgw0rERiCBMpBS5uUQTbmNKzILjFLlOtOF3BkRbgzbPV0IkS9VJYhU5GZIg1RkG6IPRirqykwWhAy2s4OKSs2aLIlViORdJoJWfnmLNmiBgRojJOo9GEdFzu3L6DVbB48cUXA6/haszbMziuXbQwGF5SgjDRSv78vArw1ouYreicX1paYmZmhunpaa5fv04sFguEbTXT5upJWCqzYRKzlVQgI5EIXV1ddHV1PZVjPDEx4Y1eLplKVsmVi+WEScyGaS+lZDIZotFoKKvGitrz+uuv8/rrr6/4s2Qyybe+9a2y7/3RH/0R58+f586dOxw4cCD4fkNDw6oZ+SMjI3zjG9/g7bff5pVXXgHgS1/6EhcuXGB0dJQTJ07U6NHUBiVmIch2HRkZYXp6mrNnz7Jnz55Vb19vz+xGRWcqlWJgYICWlhb6+/sxjCcvb1jEbFSLEiVOBgukKMZzFYWE8Cq0GhpI0IqX9NFAun5GLLjC9QYt4BkKvHQDF12YCCmfNIZhUCAHrkRKl4aWOHk3T1xvDBy7j3OPPV9tsR7cYDTSZnZiuxbTufue8EZi2zYNkSasXIGbE7cwTRNN19a9vFZw8jzOPSSqx2iSFmZRsEb0zUWi1Zp6iajSMP/ljWRjY2Pkcjmi0SiGYbC4uEhTU9O2ibmwiMgwsJFL+yvlGPspCf6AlsbGxkDYVjpaOWwNYGHZSyl+kkEY3sPPGlsZzbWwsFD2/Wg0uqEPgMuZn59HCPFU8eBrX/saX/3qV+nq6uL111/nM5/5THBO+/73v08ymQyELMCrr75KMpnkrbfeUmI2jCwtLfHjH/8YwzBWtBUsp55idiM2Ayklt2/fZmxsjGPHjtHX1/fUQa3e+bWV4rgOBbKA59HR0LwqK94aQngzrRDeCcxxPduAoZveiaRYeQVwJAipA3bZAAWJwC2mDwhZTLM1JZrlGxykf0MiehTdMWjSE7RGOsi6GR7kJnGkjRBgiihNZoJmPUl6IcPt6bs0xhvp2d/D44cz64qPR4UpHGwMTacgc+hC93Ym7WJyg7ktFVmfrT75lTaSgXcSHhsbY2lpiXfeeWfbGsnCIiLDVJnd7D6W20+Wj1YuTcRoa2tb9YNMmARkmD2zYbXvKCqnt7e37OvPfOYzm7Z05HI5/sW/+Bd85CMfobm5Ofj+Rz/6UQ4dOkR3dzdXr17lX/7Lf8ng4GBQ1Z2amlqxqLdnz55ggEaYUGIW79NQZ2cnx44dq+igGabKrG3bXLlyhfn5eV566aXgxLGcMFRmc06WgpPDm/Pl+c+EJnCK2a1PeCI5hRAYwvQCBYRWDBfQgwlhDlbwW46wiGgRQKJJwzMmFG2zlrBA9+wKtrQwMJESWswWWoxWFqw57mXu4AgLEBgYJM1WkmYrIHn8eIbp2WnaupO0JdrRhEY2nV1XBPkzxTJ2hiathTwFUvZD4macqBanUWvG91Vsp5DZrvtuaGggmUximiYnT54MKnl3795leHiYRCIRiJ3tzjvdCp4lMbuc5aOV/USM2dlZbt26haZpQYZxW1sbsVgMKWWoKrNh9szu9Hi8sLKV42zv3r1bJjg3W5W1LItf+ZVfwXVd/rf/7X8r+9knPvGJ4L/PnDnDsWPHeOmll3jnnXc4d+5c2b5KCcsxajlKzAL79u1b01awnLBUZhcXF7l06RLxeJz+/v41q1iapgUnhlq+ESsVs650ycsceTK4lsQqFIhGl0/zAtv1xKlwBdGIVwGxpYMuvOxYgR40b3nV3JL7lt5tpHRBOBjCQAjIOznQQJMCFxuJgS01NCkoyDyzhcfk7KyXUoBOq9lJk5HwhLbrcPfWXbL5LO0HW5HCBeklKjQ0xdcVs53RHgrZHC6SRWeOtLPkNYRZ0BRNIiXMWY9ZsOeIEqOVzupfhGeElZqLlo9gLfVf1mqMNITnAB2WfdS7GuonYvipGK7rsrCwwOzsLPfv32d0dJR4PB58OA9LIkaYqsSlZLPZmv49KLYHP9u7FliWxS//8i8zMTHBf/2v/3Xddc+dO4dpmoyNjXHu3Dm6u7uZnp5+6naPHj0K5ZAMJWY3QBhyZicnJxkZGeHQoUMcOXJk3ROgfwB2HKfMS7tZfJG8Hjk3Q9pdxHFc0Fyi8agXSeLHXUk3aPwKBhu4Lrqmg5SBZJW4CCLFhrAydwGgIV1P5Pre2tJL+K4jiZkNSFdgkcemgEBgaAZRPUbSbCVmNIDwfj+bz3Hn5h10XefAkQPMuTPFx5JGCEEuW1j3JJtzM7hC0qg3knNzaOg06QnaI51knSz3Cne9bAbpEhf1jdVZiTAIp9WIRCJ0d3fT3d0dNJLNzs7y8OFDxsbGiMViZRPJavm+3i7CIma3eh+aptHS0kJLSwuHDx/Gsizm5uZ49OgRAG+//TbJZDJ4vROJxLY8T2G2GSgxWx+2sjJbK3whOzY2xl//9V/T3t6+7u8MDQ1hWVYw3e3ChQvMz8/zwx/+kPPnzwPwgx/8gPn5efr7+2u631qw84/+20C9K7OFwuoRTY7jMDw8zMOHD3nhhRfo6OioaF3/AFzrCkfFNgNHkM/kQYOIaSI1oJgz67h+zJmfA0tx0pefKyuKk7e8WC9XOAipBdO4AHR0dKF742GxsXHRiQHCG35gSe7dvk/DiQYc7MDWoAmdVrMDLeIJXIsshjApWA4TN27S0tpKd08PD3P3cbDQ0L2MWCmJRE3ScpGFfIqk0Upcf/pkoguDhJ6kyUgQd/O4UhI3GimQZ872PLdRLUZ7tBPN2b4/x7B4RlejtJGsr68P27aZm5tjdnaWGzdukMvlArHT3t6+oUay3Sgi19rHdlYgTdOks7OTZDLJ1NQU58+fD17vO3fuAJR5q2OxrWmoDGtlVonZ3cXS0hI3btwIvp6YmGBgYIC2tjb27t3Lf/vf/re88847/L//7/+L4ziBx9XvQxgfH+drX/saP/dzP0dHRwfDw8N8+tOf5oUXXuDixYsAnDp1ig984AN84hOf4I//+I8BL5rrF37hF0LX/AVKzG6I7arM+mN1dV3n4sWLVR3A/QPwdojZdDrN4OUB2g62kGhrLGpWieM62NIXlgJd6k9O5DYIU4AEQzfQhYblFLNjpcCbn+USJYqFhYuLIyw0oeG6smS07ZPqrxE1A3+ujkGEGJoQFMhTaldYWkwz8zBFd9de2tpbcPHW83NtW7QOck6atqNJFuUchmsUExU8m8SCPUeT0UxEi9KgN9KgN5K1M8UoLhfbtdA1nWazhVikkageRUpJwdn6nNkwCKeNYBgGHR0dwYe50olkt2/fDvyXvrhdr5EsTCIyDPsIy6AC/9jS0NBAY2Mj+/btw3VdFhcXmZ2d5cGDB4EloTQloV5V+rB6Zjc7ylaxOtqTeTt1vY9q+PGPf8xrr70WfP2bv/mbAHzsYx/jzTff5P/5f/4fAJ5//vmy3/vrv/5r3vve9xKJRPirv/or/u2//bcsLS3R29vLz//8z/OZz3ym7MrD1772NX7913+d97///QB88IMf5Atf+MIGHmH9UWKW6k/o61VPN8NqDWBTU1NcvXqVffv2ceLEiaoPqP6lknqI2bWE/cOHD7l8+TJ9Rw/Q1B4LKqmO42BjF20DgrIGMAG2cHCkiya8RANNF8XbeWkGojgooUABDQOHAhLXG24A6NKvRHvDGJAatmVjEkFH96wNwikfVODqTN19iBnR2XegB1M3EWjoSNqje7Ap4EqXlP2IgltAMwUGJnvMbnTNZCp3l7STxhCeKI9onnnfkd5jtdwCEc0gokXQNZ2YpioptSIej7Nv375A7CwsLDAzMxPYcZqamgJhG/ZGsjCIyDCJak3TyvaiaVowkejQoUNlcW83btwgm83S3NwciNvm5uaaPJawNaOV4kdzKXYH733ve9e8mrbelbbe3l6+853vrHs/bW1tfPWrX616f9uBErMbwDCMLWsAc12X69evMzk5yZkzZ1YNOK6EelSUSyu+pQf50ilkZ86cYU/XHk8Eksd13WDULBBUUItfAODkXSzTQvrmAimKn17tYh3XCJICvNtoSNf2BjFIDUvkMTC85ANcpOaSXcpiYOAPwfUmh3k1VzfnsrA4T+eeVqLxaHEjWnHWmEQTAlNEixPKspjCZObBHHt7+8jKDHPZmeLtNBr0JpLGk0EKeSeHlA4RLYItbYRboEHb+Az1ehB2m0E1lPovV2ska2lpKZtIFpbHHxYRGRbRVkmFeHncWzabDcTt3bt3AcoaBzcaYeUXAsLomfXTDBS1RwiJEPU9PtR7/d2AErMboBYjZ1ejVHDmcjkGBgZwHIcLFy5s+mBVj3iulcSsP4Usl8tx4cIFmpqaKLh5XBxvsKu0nlrHH54QwbNOZMhhuQUQEeJ6bFlotQDhepm0UiBlidtWArhIAS4uOoYneYVGrDGOH5Yl8cbmRmSUpfQSk3cnOXS0l0g04gmboifXt0B49gaJhkZrpA0NnfGZ2xQO5BHSxdAMYloj7ZE9aOKJCHBxiuOPJQ4OumZgaLqXgVvln1+Z6K8RYRBO9WZ5I1k6nWZmZoZHjx4xNjYWBJO7rott29vaSBYWMRsmm0G1ojoejxOPx9m7dy9SysCSUDqBbiONg/6xMwwifzlKzCp2O0rMboCtyJl9/Pgxly9fprOzk3e96101qQbUW8yCN2nk0qVLJJNJLly4gGF4o2czzhIFN4/QllkKwO/4wir+ny4NdJPgdlpRkPqNYUJ4jV+udNCKlgNJ6eMS4GromEgRhCRgFSxc6aAL3avMSpiZecyjR4/o6dmLaUa9VAW/OkwBhMCQkdKNItCxKNDTtwdDCky9gTazXMQ+eWgS27WQUhTzbgvoQidCda+nRD6JBSN8J9OdghCCpqYmmpqa6Ovrw3EcUqkUd+7cIZPJ8Dd/8zc0NzcHVdut7ppXFeKn97EZ8SiECOKO/Al0fiPZ+Ph4YElobW2lvb2dRCKx6v2FXcyGZTT0s8ZWTgBTbBwlZqm+OlVPMSuEIJvNcunSJU6dOsX+/ftrtnY9KsqlYtb3Jx45coRDhw4Fz2vOzZF3czjSRbh4HtYyQSuC7FakV1H1hiNowcAECSA0XOEisRFS4iKJ0YiDVTQO6J7D1ZVoQkcKGVRXhSYwIwZCargCpLS5d/c+i4tLHDl6iFgsjov1ZFvC34Mo+nq1wKerI4AIkaiJ0AVN+ur5fRoahjDIyzy60NGkjiMLZFybuGhCE9V+SKnPUW87RdR23reu63R0dJDNZjFNk6NHjwaWhOWNZG1tbTUZLbkWYbm8H5Z91LpCvLxxMJfLBa/3vXv3cF33KUuCf/+O42xJTNNGUJVZxW5HidkiQoiKT6r1ErOFQoHx8XFs2+bChQs1C0/2qXa6WCX4J7xr164xMzPDuXPnyjLtpJSknQWybhbwKovLK7NSer7Y4BK6JkEH6brgSjBk8Sq/i4uNqRtFUYhXacWgIApIHFzpeFYFz/JadLx6H62llLjSwco7PHw0hUBw4uRxDN2Eos3hyaYAjOL43Cfi2xe1Uc1kdnqBlsY21sKfdhbRTW9qmSZwNMdLY5Cyqi7Weoy9DeOJeTvw//ZXaiTzhU5pI5nfNV9rwReWyuxOthlUQywWY+/evYElwc8yLrWglI5WDqNfFtTQhHqiCYlWZ09rvdffDSgxuwHqIWbn5uYYGBigoaEBwzBqLmShPjaDbDYLeLl3/f39TzVXWNIi7SziYGEIAw0tGIIg/eqqHsOWNq7rel5WV/P0oybIk8eQBobQ0dFxsHFcbwwuricWLfJlU8SCYQnSW0cAGgLHdkgvpcm5WZpbEjQ3JTEwkLie71boxSqsgV60Achl/18g0YT3Z7M0n2a9NC2Bhiu9CLKIZuAKiZQOujDRNT2o+sLaH6gk3qQ0UVy11oRFRG0ny8XbSkH+fhVveHgY27afmki2WQEYpsv7YdjHVua6Ls8ydhwnsCRMTEyQTnvDUm7evElra2uoUjHS6bSqzCp2NUrMboBaVjillNy5c4fr169z7Ngx2tra+MEPflCTtZdTa5vB48ePGRwcRAjBc889t2KXsC40DExsLBzXBSGwi/5Wv0KrCx1H2sWpXl4V9Im3VlJwC+g0gaZ5GbNSUnBsfJHpVT8lGgaGNLzfF3rRH6sF96UZOtOPHtLdtwfNENjSRhcGAh1RTJP1mrIkLg4aGjp6cV+aFwwmjOAkX0nUmcTFFCaOtHGkl47ri+c8SxjCRJdrX7qWnt8BV7ogJJosfihQ1IxKxLxpmnR1ddHV1RU0ks3OzvL48WPGx8eJRCJlloSNNJKFRUSGyWawXfvQdZ329vbgStPDhw8ZHR0lm82WWRL8DzS1+DCzUZTNoH4U23/rfh+KzaHE7AbwutPt9W+4DrZtc/XqVVKpFC+99BKtra1kMpm6zSGvlQiXUnLz5k1u3rzJqVOnuH79+qq39SZ1iWJVUQRVUhe8DFnpsGQvBaMNIOgHA1ciNSjIArhpGrUm/6fB/3oRW96XmtQ8ESwFrnSJaDEcCrhSMjU5RSFrcehdPQij2JhFgRixYrKA7vlwi1Vdr6nMG6vr5+AaGOjCKFoXnHWtKbIosi1pITQNVzieLxdwsLBdgaFFQELGXmKm8IiY1kBLSaxX0PjlPVgQLlJYSDdSE9tBGIRTWKjmuShtJDtw4EBZFe/mzZsMDQ0FWad+Y1El64dFzO4Wm0E16LqOaZqcPn06sCSkUqngw4xpmmUpCesN6qglymag2O0oMVukWs+s67qbOvEsLi5y6dIl4vE4/f39QWOJpmne5fc6HMRrYTOwLIsrV66wuLjIK6+8QnNzMzdu3Fh1XQcbqxjF9eSpevKcPZGmT8SpH6WF4UVbCTQcbK8yWYJABD5UF4ktChg0PvkdWcAuuNx7cBfDMInGI8URCMXBCujFFFtPeGoIdPRiPVgW270IKsaO8Kq1edJIXN71wlFWSBkL8CvGuqaDK7Gxg31HiBIXTdiuTZoUs9nHZAtZHkxPY+Tu0drRSrwtQlOkObBnaFIv2iEqfbUqZ7fbDDb7+EureMeOHQsai2ZmZoKs09KJZKs1koVFzKp9PI3ruoFnttSS4H+YmZ+fDxoHh4aGSCQSwWteT0uClJJMJkNTU7iyq58VNLbAM7s84UdRNUrMbgBd14NpMBs50N67d4/h4WEOHjzI0aNHy9bwD5ZhFLO+AG9oaODChQtB5WGtdQ1hEhFe5JXt2sEEMCGKvljp2x6eVG4Ffsew8C6nC4jT4H0ldU+sCs3Lq10WjGBjY2IgBaQzaaanpkk0JdjTvYex62MYroEmTCxZwMZByjQxGhACXK9VLEiW9dvSgkSEkiENQkAkFqHgFpu5hF28/F98/YrjdsH1HoNmYrgOLjpR4kT0GA4WOblEJptBZqEj2k37HknKeUxGn2dhweaR9YgGt4mmxgQNyThCg4iM1qwZLCxCIQzU8rkobSzyx6/OzMxw//59rl27RmNjY9lEstLGojC8Jspm8DRr7UXX9UC4Ak8N6qiHv7oUZTNQ7HaUmN0A/omn2jndjuMwMjLC9PQ0zz//fDCxZrW1ax3evpnGtfv37zM0NLSiAF/NiyuRONIh46ZxsNCEjoYWCFpZUpctsxiIJw1R4KUa5LU8ETdKAQtNCOzi5fpSISvQMYWBi8Pc7AKp2RQ9XT0kmhPe+sKzJOhCwyp6E4QQuNJGx+DJ52MvCsEfrgBPIr4ADOJYMk0+l0PTTfKkvYYxQVFsuzjC358WrGFqseI+vRSGfD7PzMwsi3MZTh47hS1tps17RDCIYBJriOMuwvzSHJbMsrQUxRAGIqfT0tS64UlGiqepZ2W6dPzq8kaykZERLMsKJpLVy2JULcpm8DTVHO9XGtThV+rHx8cxDKPMX71ZS0Imk1HHgzqhcmZ3BkrMFqnmwF0qOE3TrOh3MpkMAwMDCCFW7Ppfvo96RH9tpDLrui6jo6Pcu3ePs2fPsmfPnorXldgUZBYHx5NzT0Z1IZHF35HB115TU6lv1psZpgEWBVLyMVERZcW3rQSEJCezGK6Orkl6D/QSj8XRinFgmqYF3lcDsyhwXVxc71JSsJQo2g6eXPzxJ4ZJpJeeAOiGgVbM1vK8wSYFsljkMdDRMPDruxrFijKeEM9k0lwdHKGjrYMzp57zRHXBJUYcCbTqbdiazWIyRTwRxdAMdMcg87jA7MPHzLY89i4rFjSaoglaWlo2FRu0220GW8lajWQA77zzTmBZaG1trfgYUys2c9Wp1oRJzG50L8v91a7rMjc3RyqV4u7duwwPD5dFvi2v1FeCshkodjtKzG4AIURVyQDT09NcuXKFffv2ceLEiTUPiEKIuuTBQvVpBrlcjsHBQWzbpr+/f9UGg5XEbMEp8DA/SV7mEV4CLACOdIp6VaIJgVvUUH7TFfg+OU+f6miUhrG6UqJJzxIgNTewAXiJXy62Y4M0aUq2INCwZJ6I7iUWuI4sZs0KoqKBAumiiHOwARPtyfCGonAtdTF4Qxk0KHpubcsGW6OppQ2HPHmWAp+sI/06rifYvbG63ojcuYePWMwucOz4Ebo6eoLHrAmNNqMzEBF5cmhCJyKiJEUr0UicbE+Ghm4TpEBzNebvL3Jt4hqWZQWXMdvb2ytuBgmDYAkD2yXeSoVOb28vf/3Xf83Ro0dZXFxkYmIi8F76E8mam5vrvk//g00YRGRY7A5Q7pndDKWDOI4cOUKhUCCVSj1Vqfdv09jYuOZrblkWtm0rMavY1Sgxu0EquWTvui5jY2PcuXOHM2fO0NPTU9Ha9ZjU5a9baQpDKpViYGCA9vZ2Tp8+veZBfCUxa8kcOTfnjactTrnS0NCKo2i95iuJJvVidVMEqrHswC0oZsgKTBHDxSFDBg2BSUnFSoJl2RTSFrGWOGhO0OjlStcL2dI0cGXRD+uU/qrX4IWDi5cHi9T4/9l782g7rrvK/3POqao7vVlPs2R5tuMhzuBgywwZgGAzJBBIYLEICaRpWAwNDd2hf0CCYZEA6aaBBb3SkEDCuEgDHSBNsAmDkxDjDI5ky7KtwRosW4OlN787VdU5398fp6refU9P0hula+duL4jeu/eeOlX1btWu79nfvRFPPlMSLBYjXkoQUkFwHD/wDFddt4MW08VkdVaR9W4JreK3AmineHL/AcbGxnjlq+5gcHDogsdUEEIiAh0QZfIEACspGk1JlakGA2zYtZlrrrpuXnXv8OHDlMvlggANDw9f8ibcq8xeeeTnYGRkhC1btgDzE6oWNpKNjIxQLpcvON5q59ENDzovhcrspRBF0bxKfaPRKM750aNHCz1u/rC6sHlwdnYWoOdmsE7oyQxeHOiR2RXiUmQ2r2omScLu3buX9dS8Xgljxhji+OIu/yLC8ePHOXToEDfddBM7d+685E1tMTJb0X1EqowTV7gQpCS+4io+2MBlFViyhq/8fapowWKu8UoJcUYOAYwKM+9XT1ZbrRaBiqgNVbAqhayKqlWAkhClYGCgr+DMvlHLAN6v1pHgSDOia0DI6skJSnnH2ZxsB0SktNh14zaicgCZC0JAmYQYIcV2kOWAEBtb9j91kHYzZvfu3ZckISobUy34itZUPzXm2zwtXMbM8+fHxsY4ePAgcRwzODhYLF0vbD7pBtLSDbjSx2GxB4qFCVV5ItnJkyc5cOAA1Wp1XiLZWlQOu6ky2y3aXVh+j8RKoJSiVqtRq9XYuXMnzrnCJSGPC8+bB/No3kajAdCrzPbwFY0emc2w3AvmxQjn2NgYjz32GKOjo9x5553LvsGsp8zgYuOmacr+/fsZHx8vfG9XOm5TmsQSF3ZUkKdhSUZw595rMscCpef0sirT7emsqov4KK+AkJAoI5aOJE0QhHK5jC4CEkA5jSYg1BFWWUQ5+gdrpO18nt4rtoM3+30hwjmF0Pbb1BAqTSQVlNK0pO69YrP5xi1LNRwEhJhmoYs1GBBv9tWcbbD3y48zMjzCHV/1iov+PXQud+eWYKYjIGEpf6ed+fMiQrPZZGxsjLGxMY4cOVKY++eazB66wwLqUhVRpVTRSHbNNdeQJAkTExOMjY3x9NNPL3t5eqXzuJxYq6X9tcCVqBJrrYtghuuuu6445+Pj43zoQx/iwx/+MDfddBPGGB5//HFe+cpXrmiOH/zgB/ngBz/IsWPHALj11lt573vfy3333QfAO9/5Tv7oj/5o3mfuuusuHnnkkVXvY7ejF2f74kCPzK4Qi5HZzjCBm2++mR07dqzohrCeMoMLkdl6vc6ePXuIomie7+1Sx11YVYpUWDR0eYmsYF2KMbognVZsoXftRH7ElMpTwPzvQiljVUKTuo+8FQhM4F0EskECIt/wpR2W1Pu8ohHnaDSahGG5w7Ega0gThVFhFpKQAIIShVYQUiaUMgktUmJyZwNDwPNHXmDD5g0kfc0s2CBX/gZo8Tfg8fExjh45ztW7drFr19VL/ntwmdZWLTw4y4RSimq1SrVaZefOnYW5f95V3Ww2ERGef/55tmzZsmIC1MPqsVwSGYYhmzZtYtOmTfOWp/OHlk4T/5GRkSU3kuXXiG74O3DOXfYGuAuhG4h15zn/tV/7Nd7+9rfzh3/4hxw4cIDXve51VCoVvuEbvoE3vvGNfNM3fdOSpW07duzg137t17j++usB+KM/+iPe/OY3s2fPHm699VYA7r33Xj7ykY8Un7mcoRA99HAp9MjsCrGQzMZxzL59+5idnS3CBNZq7LXChcbNG9R27NjBjTfeuOwn+8VIsspEAApfiTUqIDTBnB3XXFcV4uQ8Qpu/R9ScbVeiMpmBhWarRaVSLnxmtQqxkpASo3S+RO+Dasmaz5LUEoV5ZpgioIQTl70jRbL3Id6doKL6EYQWsx0V15CICk5SNu0coVSJMjcE72YA/rMijlMnT3H61Gmuv+EGRgdHl0UOHJZULAbmqtNrgIURnc1mk0ceeYSZmRmef/75ea9fiU76K4Vu0AyvpiK6cHk6N/EfGxvj2LFjiyaSXeh73k2V2W5rAOsmAqe15vbbb+e7vuu7+Id/+AeOHj3KF77wBT71qU/xe7/3e5w9e5b/+l//65LG+rZv+7Z5P7/vfe/jgx/8II888khBZkulUqHl/kpC1tGx7tvoYXXokdkMy71wd1ZPp6am2LNnDwMDA9xzzz2rJgCXS2YgIhw6dIjjx49z++23r/hCtRiZtWIRJQQS0JbEp1hlQQn5awikkhKqcF4IgHjBqh87o8Rk2tp0WpiZnmRkZBS0kEqCIaTJLCZTrmo0OIVWAeiiq4zB4X7E5TZZ/j9L6sltJjfQRJlEACwOlTkaBD6zC0FoUkewBKEhTSz9UQ2NISX2jV9pytGjR0jTlJfddgu1UtUHLbA0UtpyTZw4wpJCiYW1f64pUKlUUEpx4403UqlUikjWvJN+YGCgILd9fX3rRnC6gThd6TmsJYlcaOLvPY3HCu0lMM/9olPDnetUr/TxyOfSLWT2cmhmV4Jms0mtViMMQ77ma76Gr/mar+GXfumXVvyAZq3lL//yL6nX6+zevbv4/UMPPcSmTZsYGhrita99Le973/sWtWrsoYcrgR6ZXSGCICBNU5599lkOHDjA9ddfz9VXL30Z+WJYT5lBPm4cxzz22GO0Wq1lN6gtNu5CMhvpEpGOiHSIpHXvK4ugsrAC8NXbUIVzx6wglOffMIwLacZ1JISNWzYTBAExTYCMkKrMy1aRWkuEzlwSvJRA4S1sSDVJFKOUy9wOBBHQBCgxOGKcSjK5gsZoTUgpcyRwWOKMHxvOPT9JaEoMX6doU0eLIW4lHDl6hHKpwjXXXovROtutpd0EU0lISdDGG3pdTkLRaRl0/fXX02q1CgJ0/PhxtNaFQ8JaGL13E7qhMptjPc55qVSa10iWJ5KdPn2agwcPUqlUCmIbhmFXEFnorgawbiLWncgDExYep+Uet3379rF7925arRZ9fX18/OMf55ZbbgHgvvvu461vfSu7du3i6NGjvOc97+ENb3gDjz766LIkaS9GqMugmVU9zeyq0SOzq8Dzzz9PkiS8+tWvLioga4H1qszm4+aV5MHBQXbv3r3qpLHFK7MpjbROYAKatk2kfdSrVrkAwUsIoMOxwP/gl+2V18SKiA8qcA1UoNBaMRel4BEQEkhIQpskI7gpMUOqDDKXNtastxkc6ocsxEGj0aK9uEA5hNhbLWTyBof1zWYFfLW3LBFaGZL2swQVIaaBk5RmvcWzx59lZGgDW7ZugYzAn7ePF4DgK82ihCAwgGBTt+5f0gvd9MrlMtu3b2f79u3zuqqfffZZnnzyyXnL1pfD/3S9caXnf7m0qkopBgYGGBgYmNdINj4+zoEDB2i3fSjIs88+u6pGsrVANxHIbppLJ+r1+ppE2d50003s3buXyclJ/vqv/5p3vOMdfPrTn+aWW27hu7/7u4v33Xbbbdx5553s2rWLv//7v+ctb3nLqrfdQw+rRY/MrgCzs7OMjY0RBMGym6WWgvWszLbbbb7whS+seSV5oeWXUQGxs0zbOqEyPoa1w24r+weFpNXkvwCYs+nqXHrN9bNVVc2W9ZPMkyBFlC0+A8xZaXXsXv9gLU/KRUng4w3y2Nls61oFaIkw+ICGzhuYQmEkLMZUShGUNE5S0sRy7txZtm7ZztCGQXA5gc01V5c+znmFOTC6ODhGK+akvA6UoGTtm1AuVZlc2FXdbreLZqPnnnsOpVRRsd2wYcOLrmrbDW4GcGUI9cJGsrNnz/Lkk08yMTGxqkaytUA3EchuaABbDI1GY008ZqMoKhrA7rzzTr74xS/y27/92/ze7/3eee/dunUru3bt4tChQ6ve7ic/+Um+5Vu+5YKvv/Wtb+X//J//s+rtrBQ9n9kXB3pkNsNSbyInT55k//791Go1hoaG1mWJZT0awKy1HD9+nDiOec1rXlM0AK0FFqvMighWvC2XQwqyZMVlpDTXw0IR95WPhw9WyMlpqEPQisS1cThiYp/oVYhJdVEBzTvCcq2tdJzWNLG06wkDQ/1I5i87N2FNIMFcCplWpC6m7Zr0yQCBOf8GrpSif7RaLIXu2LGVwJRRojJFrhdXBESX/PsqksOwBEqBKByCSwWtLc4koCyIwdi8tc47MqyF48FyUSqV2Lp1K1u3bsU5Vyxb516Y/f3986q23UJILoYrTWa7gVArpSiVSgRBwB133FFEr+ZSk85GsjyRbD3PbTcckxzdqpldKzK7ECJSVOkXYmxsjBMnTizZLeFieP3rX8+pU6fm/c5ayw/8wA+wZ88e3vOe96x6Gz289NEjs0uEtZann36a06dP84pXvIKJiYlLBhCsFGstM2g2m+zZs6ewuVlLIgsXtvwKlSGRBCeCFYfRmkhHKCB2yVzVNPOULZbiBVLnEOUwRmOV7eCdQkNmqSh/8e6UJ0gHORXtiGn7iFoAMbRbCX39FaSjo0qJQYvBqACrHeI8EY6IsvAFH/YQcD6ZNaHCOU+jveVYhEVwtEAplHiv2zmLsQsTTye28JWNE0epbLw9WKBwOvO8FYV2/iub6BZOWa/rtf6BSiu9JDnDWkNrXfifXnvttcRxXFRt9+3bh4gwPDxcNJJ1o8auGzSz3ULcOh0EOnXUQFGRHx8fn3du8/dUKpU1nUu3VWa7ZS6dyBvAVoOf+7mf47777mPnzp3MzMzwF3/xFzz00EM88MADzM7Ocv/99/Od3/mdbN26lWPHjvFzP/dzjI6O8h3f8R2rnn+lUpn3d2Ot5fu+7/vYs2cP//Iv/8Ltt9++6m2sBkrJumtae5rZ1aNHZpeARqPB3r17UUpxzz33UKlUmJ6eXhcpACy+bL9SnDt3jscee4ytW7eyfft2vvjFL67JuJ1YzGdWKYXNTAJCnTdjefcCJcqrSSWrzipFKknm0qpoNtuUKlHmfiA46TzOmZeraPrVEE1peBeBRTiAQoE1tGljjKXWX6ZwuXIAAaJSrBIQRUDgq75KY3RAvxokcUlePyaV2LsYqDKTExNMTE1SGSxnFmEq86EtjBeIVAUcxLTQyksfjJQWJZsa45vMlGC0r7sqnW05I7FKAkRbEt2EDnLs5RYWtCeygSsv2kR3MawlmYuiiC1btrBly5Z5zUanTp0qUqtyYjs4OLhm210trjSR7AZCDRdvuuqsyOfndnx8/LxGsqXGKC9lLt1CILtpLp1Yi8rsmTNnePvb386pU6cYHBzk5S9/OQ888ADf+I3fSLPZZN++ffzxH/8xk5OTbN26lde//vV87GMfo7+/f432wiMnsp/61Ke6gsj2sHZ4//vfzw/8wA+sSTV/MfTI7CXwwgsv8Pjjj7Nt2zZuvvnm4mK2Xk1aazV2Z4DDLbfcwvbt26nX65ctWcxXWjN/V5sCCusskQkIlMl0pN6qS0R89dYmJM2UWqWG0er8uYrCqIAKVWJp06JJXpudT948+WurJk2yG7OEWOtozcT0D/ahdNahKpnXgFaZBVeA0XMuAqEOERxOLC3qALxwcoxjx4+xYdMItYFKxl7niIgmJJAyVsVY7fc9D2YAT24d3lIsxFsiWSwq86s1RiHiEHGemEowJytQFpSgnUG7CJTDmTZKZbVf8UfEOcu0myQloU8PUNYXvtmtJ4lbrNkor9ru378fa22xrN1sNte8svdiQjdVZpcyj85ze/XVV5OmadFIdvDgQdrtdpFItmHDhhU1knUTgexWzWy9Xl81mf2DP/iDC75WqVR48MEHVzX+UmCt5e1vfzuf+tSn+Od//mde/vKXr/s2lwLN4jboa72Nlzp+4Rd+gfvvv59v+ZZv4Yd+6Ie477771vR61yOzGRYeVOcchw4d4tlnn+W2224772livYINYPUNYEmSsG/fPmZmZuYFOOQkea1vmouR2ZSEQAJaxAgQ27zR6nw/2cQl3odVa6JKRDWqEbsW1uY3j9x31jsMzDKNd4vVWTiCRsTOa/ZKVNsv//tQW4yLmG6MEVZC2jQxThPoECNBJgUwBLpEwHxiLOJoMQt4f9z6dJODBw9zxytvZ7YxO+/mpggQ8YEHbTWbjSMERASUsBITM1M0hnUeK0vsq7LKELioINlGdY6vwIWEEhXk1mpPbhEwNkJLQENmmXYTOCwaU8gvEolpUCdSERXmL0terqpgGIZs3ryZzZs3IyLMzs5y+PBh6vU6jzzyCJVKpbD/GhoaumzkoRuIZDfMIZ/HSghkEARs3LiRjRs3FjHK+YPLsWPH5nnfLtXarZvIbLdqZpvNJkNDQ1d6GqtCTmT/8R//kX/+53/mjjvuuNJT6mGN8Yu/+It89KMf5W//9m/5u7/7O7Zt28a73vUufvAHf5Crrrpq1eP3yOwiaLfb7N27lyRJLujBup5kdjVjz8zMsGfPHmq12nkBDvmFeK0rDAvJbOpSJtrnaGY2WZD35gupSxFlMGi0UplVV75o7glt7HzTgemQL3Te433WVolISiQqzlwAcuTjCRElIkpYUprMElSzP3dRJFichSoRSkPqEowyhDo6L8BB8BKDVqPFmede4NVffQeBCZmZmaFVb1MaKgEBjsRbfGW8MK+8ajQxLVLa2fwDIso4LHWmMpcCUMqnluXSi8WgZO5m6uUWBhxY69AqYEYmaTpfQa6pAfr1EKkknLOniCUm1CFGZUdIPOm/6trthcvD5YRSiv7+fgYHBymXy9xwww2FHvPpp58mSZJCazsyMrIuTS45umGJv1vI7Fp4u3bGKO/YsaOwdhsbGyus3ZbSJNhtCWDdMpdONBqNNbHmulLIieyDDz7YlUS2p5ldG/ziL/4i733ve3nwwQf58Ic/zCc+8Ql++Zd/mV/5lV/hjW98Iz/0Qz/Em970phVzkx6Z7YBSirGxMR577DFGRkZ49atffUEP1vUmsyuRA+ROC9dccw3XXXfdeTeky0VmJ+Mx6uksRinSzJEgJ6yBCjDKk9RUkjkLruyzBgVKg1iSdjpHQPG60ogShgClFanEHTpVXWwnzNK6mjJLE9/EhQLtIFIl0IJ1KSmOOrPUGPCpX0ro8Anz21SGpJXQdm2CwHD9y64uZAU6ULQabfqHBIjJK8gKg5GQUJWKKq8hwMcgRGg0ljZJ9hktGoXBroDMaOcJcEqLhvMpaDU1QE33oZWh6epMuXEEwRBQoY8qVWbsJA2pUw1qVAZKaHPlb9JBEMyziKrX64yPj3P27FkOHTpEuVwuiO1a6DG7Dd1CZtdjHp3WbnB+I5lzbt6DSy436ZbQBFlg09dNWC83g8sBay3f//3fz4MPPsg//dM/8YpXvOJKT6mHdYRSinvvvZd7772Xs2fP8pGPfIQ/+IM/4IEHHuDBBx9k48aN/MAP/ADvete7Cpu4paJHZjOICM888wzPPPMMN910Ezt37rzoRbSbZAbOOZ5++mlOnTrFK17xCjZu3HjBccFfQNbSK3IhmZ220zSoF0QW5shqKhalvKeqc84HKGgfnSmShQw4CCkzPjbFcHUos+DyVchYtSDzmg0J0eIrvO2s6hlQIiUhkbb/DJpIeQLc1HWIBK1UMSONQYt3P1CFK+wczpw5g9RiSuUSxpiMqAZYsZT7SpiwypwRrCGn7Va1aZNSos/rYAkyQjsXoKDRBFJGofzxwLs2LO/m7fW4Vrx7Q5kKVTO3khCqiJKqEqqImvK/P5eeJsEfn5Ztc+zgc9x0fR90kVxVKUVfXx99fX1cddVVpGnK5OQkY2NjHDx4kDiO5+kxq9XqqkhPNxDJbphDPo/1Jm0LG8ly7+4zZ85w8ODB4sHFWts1VXOgKx+gXqyVWecc3//938/f/M3f8Fd/9Vds3bqV06dPz3vPxo0br/gx18r/33pv4ysNGzdu5N3vfjfvfve7+cxnPsMHP/hBPvaxj/GBD3yAD3zgA7zuda/jx3/8x5fsmNEjsxnyStBXfdVXLanDultkBq1Wi71792KtZffu3Rd9QtfaL1+vdRPYQjJb0WWaro5GYbPlbPBSgbZLiF1KSRv/OTxx6azQxqrtiZ32MgTJHAxSEhAIVYA4RaBCQlOm7ebkDPlSvsJgMIREGbmNES3eIaHDkzbK7LS0U1htCbImrfzh5sRzz3LH3bcRmIASNe9zK03AEZQ0SZxQisoU6Q8qv/nmSWfnX6X8KxERUeZHm1WPEe/AtUx7LaU0FVUjkACt5n+lAxUybOas2GIXYwjQaAbNCIEKmN0xQzOapSY1AjVHuNfCw3atEAQBo6OjjI6OFnrMsbExxsbGOHLkCFEUzavarjbV7kqgW8js5a6G5nKT/v7+8xrJRIRHH32UwcHB4vz29fVd9uOUX996ldm1wxe/+EX+/M//HIBv/uZvXvQ9ExMTL3o9cA8Xx9GjR/nHf/xHPvvZzwL+Orht2zb+9V//lYceeog777yTv/7rv2bHjh0XHefFd8VfJ2itC5PwpaAbZAbj4+Ps3buX0dFRbr311iU9wV7IE3Y1OE8zKyniaSwuJ7Jknfa5ewFzJgDWec2r1qajNipo47v8c0SqTIUqJvBkDPFBAylzKV4AISVA4UiIaRb9Y84JraQ1lwKGIqZFWVVQSvvlf0kRq3hi3xNMT09z56tfQ1jyAQ0xDayzBc1sN1IaMw2q1RpFdTbzVgikRFlduNSpUJnjgyU/Gqr4/PKhtaZ0idKqlRQnKTXVT6RLKKVQxoFSaDNfJ+yULbTHSlTXkFqYr8fcuXMn1tqiavvMM8/QbDYL8rOcLvpuIJLdMIcrTarzRrLR0VGef/55XvnKVzI7O8v4+PiKG8lWi/xa361k9sVYmb3rrru6ourew+VHkiR8/OMf50Mf+hD/+q//WsiMfvInf5If/uEf5uabb+bhhx/m/e9/P5/85Cf5iZ/4CT7+8Y9fdMwemV0hrqTMQEQ4fvw4hw4dWpIkYuHY601mbeYLu+hlKvtlYlMCPadzBagFNd8s5WKMhDgrhEQkWeJXVddwyhG7FqEKEfGvh0S0afo4Wky2hO5hMESqjHKGOtNZh3+W8pW3pTlFiyaxNFBieO6ZkyRJwt2770IHmoZMdXBMBeKtu4IwZnC0j5zIKgxagixe9+LHWESwJLisCptHRsjiR21NkG9HZclkCoNYReNck+FolGAouxyouco1yuIUKBcs27v2csEYUxBXoKjajo+Pc/To0SKOdcOGDQwPDy8qsemGm+qVJpGd8+gG0pZfU/K0xc5GsvHxcU6cODGvkWxkZITBwcF1mXtere6G49KJfJXixUhmXyzoNYCtHZ566ik+/OEP8yd/8ieMjY0hItx99938yI/8CG9729sol8vFe++55x7+3//7f9x9993867/+6yXH7pHZFWK9bK46x14MaZryxBNPMDExwWte85plL8GsBwlfSGarukbTNgiwJBk5myNpc/VHyf7XIoQ6JHWplxxgfRACkjV4+SXvlDaJ8wQwJMSokFT5hLF89HzJXqMpUcOS0HTNzCnh/LkrUdSZ8UIGC/XxJqGOuPZV1zHLFGKFUJssVCEiFYsoh+DQgT+WCoOSgIgIowIS2peUCeRxtw5b6GddZmO2FJlBvsfLS/vKKqyqs9KqmJqcYfu2zsFVEQfsOrxt15FnrykqlQo7duwoyE9etT169GgRx5qT384l6ytNJLuFzHZL01V+TemcS2cj2XXXXVekzY2Pjxe+xZ2JZGu1/N6tzV/gfWZ7ZLaHbsfXfu3X8vDDDyMiDAwM8CM/8iP8yI/8yCWDMW699dYlhT31yOwKkS/pW2vXXJ93ocpsvV5nz549RFHEPffcs6JY0MtRmW25OilxQWRhjrjm/3KA7iBkgdI4LOKESlDFOclSw/yn+sM+SqrMZDqJEo3SButSQiKa0iAbCENEQIgjocVsUfE0aJx1XuagMk2rInMUAJc6mrNNqgM1oo0hDZnJAh0cifV+r00anthmTDxpWcbPTHDtdUOejipfsY2Ye7pcCMmkES6TF2hU5jq7dFoqCKIcSs5vWLvwdoVYWjgcJVU5j6x0ViY7G+G0BIh0X9PLUrEwjrXVahVV2+PHjxdL1t0Q2NAN1WHoLlINF1/aX5g2l8sRXnjhhcIBozORbKXX6m4msy9WzeyLBb0GsLXB5z73OV796lfzwz/8w3zv937vkv9m/8N/+A983dd93SXf1yOzHVjOBXw9yexiVd8zZ86wb98+du7cyQ033LDiC+vlILNVM8BsOovY1FPJbKqd1Db3lwU6EsGUDzJQBmPApUKVfkIdEEhImxZWUgwhljaBiWjbFiVVyeJwTebnmqAy0uztqGooo5lJprLl/866pGbi6DQuShndNorWvmqqUAww4lPEpEkqMVppnHg3g4CQZpKgjG81A501ly0OXzEWmnjiHVIqjofO5hmqcuaZe+G/w0LPKv6TS4UgJJIQSwvtDMbkTWuXxvKqv92NcrnM9u3b2b59+7wl63PnzjE9Pc34+HjRaDQwMHBZSV03kchuIG6LVWYvhs5Gsl27dhUOGOPj4xw+fJhWq8Xg4GAhOVlOI1m3BiaAl9Us5oXeQw/dhC984Qvceeedy/7c7t272b179yXf1yOzK4RS3k5qPXSzOVHOl/sOHTrEiRMnuO2229iyZcuqxl5tutiFxhSR4mY81Z6kkbR9BVQtsjotvjHMat8UVgrmiKAVS2xjnFiqG8q0qCNSJbYJ7YwIWhJSDEoMkSpRd9Nep9qxCUNIlQqhiXACLddABWRVUEGrENDE7QZ9O0pEwQDa+CYwJ36saSayQAPxNlqU0eJtwBw+HEGcZB6ul6heqhSHw0qapXK5orFKK4NWPs3sUoRG8v+UYESzVEKqlSaUkIQYp1JQLrMSu/LL61cKnUvWeRNNpVJhbGyMEydOoJQqqnobNmxY90ajbiGz3TSP3IFlJeh0wADmJZIdP358XtX+Uue3W6NskyQhSZKezGAdobI+g/Xexksdn/zkJzl58iRvetObLvq+T3ziE+zZs4f3vve9yxq/R2ZXiLwZYD3IbF4BaDabPPXUU7RaLe6+++41efpeaSDDxdAZxnD27FlOnj1F37YqaLDi/NdUcho5V+mzztsbxC5FK523Y5GSEOkSphp4kqwWHmNNah0JdRzTkI2pxEfXarSXD4S+KiypDwzAej9ZlMIlQqs9Q1gJMUYjOAJnMDogVq6QAygMkYQEytCmRUze5W/QWiGOzF7MZgZiF7jxivZNauLrvmJStBjEZTG4S7iY5fICsuYtikaupVWMykGVQCJ/FmT+ZzofRr5SEYZh4X3qnGNmZoaxsTGee+45nnrqqSUlVq0G3XL8u6kBbC3nUalU5lXlp6en553fvr6+4vwubCTrlmr1QtTrWdpfj8z20OW4//77eec733lJMvt3f/d3/OEf/mGPzK4Gy72RrJejQV4B+OIXv8jw8DCvfOUr10zKsF4yA6CoIO96xU6agbexKiiayhf+F/YSCRofNqCBSlAmcSk2q1xqpYvo15h2RjBdkfxF9km/bG+Js4YxhaLtYoIscStUEU68dAOnSGgRlkIGgyECiZhmkoSYROKs6u6trmJiYlq4jHAGGIw2RC4iliTr/M8btuaUwQvRkAZW0myPXXYODAqh7mYIjcHoi1f+8sYzcv9apXAqAacxLC0EI1Dn/x0ppRDliKWNIVj0PS91LNSraq0ZHBxkcHCQa6+9tmg0GhsbY9++fYhIkVi1YcOGFenXF5tDt5DZbpjHejaiaa0ZGhpiaGjogo1kQ0NDheSkW2UGjYZfreqR2fWD8pfadd9GDx4r/a595d211hDrQWZFhOeeew6Abdu2ceONN67pBX09qsn5eGfOnGH37t1M6HPUk5nCYzaHSO4u66mfy+u02e4Z5SujgQ5pJs2i7tiiUdhKdSJP1fJEt1X8XqEpUSaQAOsEjSMVmzV0gThLoAO0Mcy4KV9PVTmh1gQSkZLSZNaTcOWTyQIp0aROTYWkOsEFDnEucyCYH4N73jEqghG8PtaJwRIjWNouRqkKhghBaEmDMAwwEngtBuCwuGwf8ip0FheWmfeu7NxlU8JmvsDdar91OXCx79nCRqO8anvy5EkOHDhArVa7YFVvqfhKIJHLncflIpALz2+9XmdsbKyIUg6CAKUUZ8+e7apQjkajQRRFXTOfHnpYLfbv31/EXi8HvW/AKrDWZNZay5NPPsnZs2fRWrN169bLavu1EszMzPDlL38ZgFe96lX09fWRtNtMxtOkNBZUvPy+uMKuy6NlE7/MrR1lyj4NTM35oopkVlTZ7wIJ0dmyf5o1TCk8uS2rCkYFtFydtkvRgcZQxtIiTSwYIQhCjA6L6q5CUaFKRIkWjYI8e0WroSRlDJoUS24Tloc5BNWQtmuAKqG0xixS1RQRQilhSdESehKr0uL1qqkRugrHTh9FlxWlcshgMFjE31qVIqSIZLOSfI8V2q0ullgQwlIAyj86rKfPbTdjOU4CSikGBgYYGBjgmmuuIUmSomrbaQ+VV/WW6pLQLWT2pSozWCo6o5R37dqFtZbDhw/PC+XI7d1GRkbo7++/YuctdzLohr+blyq0EvQ6+8Cu9/hXCj/4gz847+d/+7d/O+93OdI05cCBA3zpS1/i27/925e9rR6ZXQXWkhg2Gg327t2L1pp77rmHf//3f19zOQCsrczg9OnT7Nu3j6uvvpojR44UN566rZPQxi7x++kQnPJNTa20NU97qlDErk2/GcCI9tG0xMWKvq/ClsgNr4zRaEUmcRCUVWhreO74SQZ39qOMAi1Y0sxCSyE4YmkR62ahP/VBuN7myzeyKbRojATMprN+4yFUh0tZApkilRTjQi9DUHP2XFZSnyyGxTJ37H1lOaKVNDldP4qqQBBqZqbqHHz0CIMbBtm6YxP9fT5MQotvWgOVORosHpe7XGitUVp7q6+X6EV1KVgpIQjDkM2bN7N58+bCHmpsbIwzZ85w8OBBKpVKIUcYHBy8aCNRN5AS59yiwRKXG91Cqo0xVKtV4jjm9ttvLxrJcnu3zkaykZGRNZGcLBX1er1ny9VD1+KjH/1o8W+lFIcPH+bw4cMX/czLX/5y/vt//+/L3laPzHZgJZrZNE0v/cZL4OzZszz++ONs3bqVm2++Ga31ujaXrZbMigiHDh3i2Wef5eUvfzmbN2/m+PHjxbiDwQjn4gmc1Audat6V7JvBOgZT4MSR2MQHHej5TVRWLFo0DerZUr4fIKCUOQ842qqVDaWJJUbLXF11Kplg8tyzVE0NQ5DpVjM5AREtGkVwQeBCAm0Ipeybu3C+8puNp8Vgs+hchZcftJsxo+UtxK5JkwZGa4wLMIT+78MlRbwveaavV6biSGm7BvX2DEYb+isDRK7C8EbL8MggiU1xYpmcnKIx2wKrGd00TLkaoSVASQiowkM2UuVl/w0rlLeBSwWjg0Ury5cD3UDi1gKd9lBXX301aZoWxOepp54iSZJ5VdtOItJNldlumEe3yB1gvo5vsUay8fFxnn/++XmNZCMjIwwNDa0rIe95zK4/eprZlSNP7hIR3vCGN3Dvvffysz/7s4u+N4oitm3bxq5du1a0rR6ZXQVWW5kVEY4cOcKRI0e45ZZb2L59+7yx16u5bDXjJknCY489RqPRmOew0EmSx+JxppJZLA6DtzDLG8A88ghXMnIHqQjOxpSMdyPI7bCM8iEFPudAYSRAoUlVki36u0IOEFHGWUeiEl8DbQnOWAZG+4lMCG3DqcNnuPr2HbRpY5nxc8dQpkSgIkTEV5Wdj3yoqD4fbJD9Pk9MMGiUM8y26sy6KSwWrZSXRCiYZQKf6usb3AwhTryFl8NiibGpJbUJpbDESDBIKjENNe1tv4xQMhERZUxk6K8moIU4TpiaalGfbuLaiurGMmnUxqiQmq7Rb4ayI7y0hDBBMJkeMFhiE9lLEetF4IIgYNOmTWzatKnQYo6PjxdazHK5PK/JqBvIWzeR2W6ozMKF59LZSHbttdcWkpPx8XGefPJJ0jQ9L5FsLY9ts9nsyQx66Fq89rWvLf79jne8g6/92q+d97u1RI/MrgKrIYZJkvD4448zOzvLXXfdxcDAwHljr5fMYKVznpmZYc+ePdRqNXbv3j1vKbKTzJZNOVuudwWVktwAHToeQwURVaSfOMmIqfJ60Lyxyld2Q7RASgpqLu5VY1CiKKsKoS55YulSxAlOOyJToqTLtKSBCxNGbxouUr8MhogSNsvjKquIRJpYbKaP9U1rSgdovMygRJmQElYlNMws1dEyCQkBIQNqCBQ0mMlItm/30lnWmcNXaBWQJilnnj/Lhg2jBDXFtBsvvBACIirUEFKsTtBaY8IABEpBlbRpMf0BbHCca4zRbrWJiEAMZrDOLFP0l2uUVRXspQmqWIdy6iv6hng50rc6tZhXXXVVYeo/NjbGwYMHabfbBEHAiRMn1oX4LBXdQiK7ZR6w9LkslJzkDy/nzp3jmWeeIYqieZKE1TZu9WQG6w+l1l/T+pVw6f3IRz6yruP3yGwHLpc1VycpvOeeexbVp62nzCBJkmV/rlMfe/311593rDrJrMq66z2B64hJzVK/fB9+/nvBiXc0CLUPDUD515tpG8FRMiXE+dABh6DFhzQEukSq2iBCXVL6ncaIX9p3zlccjQ68k4DSoCwKISDEEJHS9t6veOFBKjGRrtJwDXJRrijBiUWhcSJZTXXaV49FkbYtpWoVEOoynfnlSmYXFgGqI5HMj1qfafDskVPc/LLrMSVDK21mtl8hERU0mga+QhtIgHHGBySIQbTD1IT+zIonCCNa0wkTsxOcDU5zbuYURmvEOtABpdAwLROkLqbfDFPS86N2FYqknSJr/9zUwyXQaeovIhw+fJiJiYmi0SiKoqJqezk76HuV2fOxktCEhQ8v1tri4eXIkSPs37+fgYGBwgVjJY1kPTLbQw8ePTK7CqyEzJ48eZL9+/dzzTXXcN11113w4rVeMoPlkmQR4eDBg5w4caLQx15o3JzMOjfXFS/io2tRF1nwziy7EpvSVG2cdZRMSMmEngCL8g1eQtboZTFKk0gblZFfEGbSSRrTbSq1MmEpRMSRSBsEjA7AaWamZok2lkiIPUHFEVHKZAaG2LXmEW0QlGia1LGkWdStbxArt8u8cOY4lWsqhRNAScpUKJEqS0J7zlsXjbYBp58/yeDGAW56+bWgPWmvBn0YQlJp06JFQlLYZAUS+cYvk4JKvYYBQDTKhoiLaVXqlCqGEn3+IaKuOHNsnBPmJLWRMkEQEEYBJaqUdJlUEprUMSqgytIjPV/KuNIETilFGIbUajVuvfXWecQn76AfHBwsGslqtdq6zbdbGq+6ZR6wNrHlxpji/AG0Wi3GxsYYHx8vEuc69dRLaSRrNps9j9l1hmKpOYur28ZLDddeey1KKf7pn/6Ja665hmuvvXbJn1VK8cwzzyxrez0yuwosh3A653j66ac5deoUr3jFK9i4ceMlx14PmcFyxo3jmMcff5xms3nJBLJOMlsLqwSEfrleHM47bREZU0QL0PG/nberxCUE2mSxAIrUWloupi+oFNpZ1SFT8JVaBQnMzDToG6qijfJVTWV8dVhssaHqYBWH80EKRGjRxLRBVXCK7HcKi08sSySmQd27CWTaWpupddulOkNb+gBFpCr0qQES1aIpzWI/FV6LmrQSZlsTDG0colyJQEFASIUabdUkzmzMlIJQQkpUECUo7TyJzaAkQNkAdIrVbeoyhSUhVCUGzTBx2mK2b5bBvorfp1SwdceZwxOc5AVGdg4S1UJqpT4qQQ2bpaulJiaRhFB95epmrzQ6CfVC4tNsNgvic/ToUcIwLCp6w8PDa+o+0C2NV90yD1ifKnG5XJ7XSJZ7F+eNZLVarSC2F3LB6DWA9dCtOHbsGECxEpz/vF7okdlVwBhDHMeXfF+r1WLv3r0459i9e/eSLj5X2s0g94/t7+/n7rvvvuTNsnPcmbROQkLqLM1sH6oZkQU6qpUeDlBZBVfAf05iUtdEKSgbX6GY850VXDGYJ7QYxcbaFtKghXUpiBBoH0IQa5tJDcAmKbWoj7KuINYxxYRv5soqwKIcInM30KTDi3ZYj9KgjhVLHiM7c67B9quvoS0NZmQCJA+BUESUERzttI0lplKrEEURERVA4YipM5VF9oon0mkJFThSnUCmITZiQAKUMzidooKmn5MoBsIhQqmQujaTdoIWDQQICBjSw/SVB2mU6vQN1YhtTJqkJM2E48efo0SZ2miF6lUhzWiWaRuyIdh0yb+NlyquNHG6WHW4UqmwY8cOduzYgXOuqNoePXq0WK7OyW9f3+qq7Ve6Sp2j22QG6zmXhYlznY1knS4YCxvJGo1GrzK7zui5GawMC3nGehTnOtEjsx1YD83s+Pg4e/fuZePGjdxyyy1L1l2tZwPYpcY9deoUTzzxxCWlEBcad2M4wrM8RyL+icxrZzPSWnzCywY6x/ZVVF+ptdjiC962Mf3BAK20QZs2RgWUdTjvKqOUQiop28NdjCfnmHFTtKQxl5iFQbuANGnisKQS085SwwwhSmWJWk7jsuYvhaam+kjFkhIz7l7AYNBKU9JVXBvEnWPKjeEy2zBvuhUAmoQWSZJik5QwKDEQDQE+StfraFWhrQ2lTEwTF7YRlZ0fBdoFOAHRCWLamW+D8pHAIgREnEtO+RhefPRvSZUZNEM0pM6Z9HnAJ4hFpsSGcBPlvgqTQ2PMpFOkNoUWTI3PMNtoUe9vUt5QYjAaOk9f+1LG5WgAW8oclvpdy0kNzF+uPn78OMaYomo7MjKy7Kptj8yej5VoZleDCzWS5bKT973vfWzZsoXJyUluuOGGVW3rgx/8IB/84AeLytmtt97Ke9/7Xu677z7A/z380i/9Er//+7/PxMQEd911F//rf/0vbr311tXuZg89rBl6ZHYVuBiZFRGOHTvG4cOHuemmm9i5c+eybhDrVZm91Jxzfewdd9zBpk1Lr9J1ktkX4jFaLiYpKB5YEX9zyrSzAuc9jubL7P7f/mUfiesYi8cKp4NwkRucdZYWTY63D6O18T6xTghUhJcjOKyOKVVCBIcV65fYBcqqjFIORPsUMldD4Qgp0ZYWlgSVCR8qpkaJKg2ZoRU2GdiYNWIREhLhOkIdknZKu9mmvzRErVSlRbPDSkwTUiYgIqFJg2nIgh8Qb/tlMEiQ+EQ0BNA+lEFCEt3CqTTT0vrtD5oRSqrCtJvgVPocKDBoSqrCkNmA4Jhw40yk57BiMcbQFw5w7PBzbNg0gtuU0GCa6emUU/WTVNN+NmzYsO5emd2CK03gVkoiFy5XT01NFcT2ySefpL+/v6jaLqXJqFtIZLfMA1aeF78WWKyR7Md+7Md48MEH+ed//mc+85nPsH//fu69916+6Zu+iTvvvHNZxHvHjh382q/9Gtdffz0Af/RHf8Sb3/xm9uzZw6233soHPvAB/uf//J989KMf5cYbb+RXfuVX+MZv/EYOHDhAf3//eu1216CXAPbiQI/MLoBSaslVmgsRwzRNeeKJJ5icnOQ1r3kNQ0NDy57HejaALVaZjeOYxx57jFardUl97KXG3VjawDF9glbS9i8K3toqq6Q68S1WKrt5d9p1uUyr6nu6stBWZTJ3BEEUpNaiAwOSuRugUDpb3hdvp1VRfbR1G5s1UwFo0TTrbQZKQzSlgc2icBPdRuMtsZQA4ohJaKs408oG9OkBFNDMwhEANJqJU1NsuX4HdZmhRcPvo8DsVJ1Wvc3mrZvBCE2ZRSmFIaCUyQxiWsQ0i2MYqAiXSCEi1lpnTr0OJCB0JZxOiXUdIAtyCNgS7gQlOJMwm07Rsg2U0vSpfgaM39dz7gWcpBkp1/TrPqq6Rtu1qW4NcX0xJjSU1QAVqZEqx/iYX+JM07SoBG7YsIFy+aVXse2GyiysnlBrrRkeHmZ4eJjrrruOdrt9XpNR57mMoui8MbqlMttNDWDdRKyNMXz7t3873/7t30673WbXrl287GUv48EHH+S3fuu3UEpx9OjR8+weL4Rv+7Zvm/fz+973Pj74wQ/yyCOPcMstt/Bbv/Vb/PzP/zxvectbAE92N2/ezJ//+Z/zwz/8w2u+fz28NHHo0CH+/d//na/92q/lmmuuKX7/hS98gZ/8yZ9k37597Nq1i/e///28+c1vXvb4PTK7CixGOGdnZ9mzZw+lUol77rln0ZvFUsdeih53uViMzHbqY3fv3r2irt3OcaeTWVLnEK3Ie6/a1mKdIzQGk90o8yptJxbrHHUiDJkhptwULiOaoQRopTOqJyBCRVdJsThlaTLbEXlrMGgflzvTRg1rr6HNtmitkCI0mSUlRiuDQhES0m+GSCVhVmYyiy5FoAIqqg8rllK1xJSMk4cjSCo8f/w0GzYPM7p9pKjqBirMvGOFFk0cc0lkESUiKqQktMU/AJhMFqFdgFaBr9h6bYGXH4ghcGWcTnBBqzhqZV0mNCUqqoYzKYm0aCQzWPFeuP1mkIgSMzLJufQMKQm6pDE2YHN5CyElZmWGwQ19bNqYGf036kxNTzKe+aFWq9V58ayrvckvJJJ50lseLXy5cKUJ3HqQyFKpxLZt29i2bdu8JqPnnnuOp556qqjajoyMMDAwgNa6a0jk5V7avxi6icx2otlssnXrVt71rnfxrne9C2st+/btWzKRXQhrLX/5l39JvV5n9+7dHD16lNOnT/PGN76xeE+pVOK1r30tDz/8cI/M9rBk/MZv/AYf/vCHOXr0aPG7s2fP8sY3vpHp6WmUUjz11FO89a1v5Ytf/CJ33HHHssbvkdlVYKEU4PTp0zzxxBPs3LmTG264YVUXv8slM1iJPnYxdJLZgbBGoDJvVBwIVEJDoBSdNLqTwohIB3nxJDf3qFUopmUKcd4qqxyVUZmfqxMhdglKKZrUQfvKqFIqi2b15VqHA6UYHO3DYgkJSSQhUhEWR51pcnWtRtGnBhANs26KVDzxDVRITfcj4mhKHatSqkO+ShlRpt1s0orbbN6+KZMz+MSvMn2AoykzvkqsNApDmSqRKqGUwjrfVCbaZrMI5oIhZO5rqpQmsOWiGQ6dx+SCTkMiIiS0ON3yTXCiqZgqg1Il0iFWx0ym52jaJgpFvxpk4sTz9G8epl6ZpSVni4jhEmVQUOkrU+3bwrat20mTlImJCc6dO8f+/fux1hZVvg0bNizJTshX2F0WEzz/O6IC6+UTTqHsyh4EV4JuqMyuN4lc2GQUx3Ghw9y3bx8iwsjICHEcr0lM92rhnFtTl4bVoJuIdScW+swaY3jFK16x7HH27dvH7t27abVa9PX18fGPf5xbbrmFhx9+GOA8S8Y8wvwrAb0GsLXBv/3bv/Hyl7+cnTt3Fr/7wz/8Q6anp/mZn/kZ3ve+9/EP//APvOUtb+E3fuM3+OM//uNljd8jswuwEpmBc45Dhw5x4sQJbrvtNrZs2bLqeax3A1jnnJerj73YuAAtl2BxPkVLQGuFyzxiHfhQBBGMeOlBXqFV5FrZ3NRqDknbYWNHrb9CW1Kcg9glhNoQmRDtS7BZq1foJQgqr/BlTWJAHFuCSkiLOiC0pYVWGlCUKBESYVVKXU2jRQOasq5SpUZMm1k3NSdbUJqpszP07xyikdQR5agNVAlNREBIQOgvhFpIJMFhi3SvQM8RNRHJ5BCgCQpf2hydR0JJfkMVX6m1AT5eN0BhsCZGlPV+tM5gXEBNR4hOcaqNOKGky0SmQp/uByWMbx2jVZkhlZBAhVR1HwN6CPCNY5IJmBVCGIbz4lnzSt/Jkyc5cOAAg8MDDA0OsWFklIGBgUUfjvyYDnOBy48Pxbj8VbBuqMxeTkRRxJYtW9iyZcu8c3n27Fn279/P8ePHiweVtajALxfdVA29kprZi2GtfGZvuukm9u7dy+TkJH/913/NO97xDj796U8Xry/8bnSLFKWHFw9OnTrF133d18373T/8wz9QKpX4xV/8RaIo4s1vfjN33303jzzyyLLH75HZVcAYQ5qmfOlLXyKO4xVpTS+E9bTmstby6KOPrlgfe6FxczIboAlNAA5SFDWtUQpSMjmoZJlbGYl1IhjlK43+d/MdDiRNvcdrf+irdgJt8RIMjdfTpmIxKgStSIkzfaonfjkxlEyOEEvsiWD2WkQZjaFNkzZtQgkxylBWVcqqRsPNMsVYpudVRKpEhRqzMkX/xhqNZBZnHeVSmUiXCCih8TZfmrCYR1nVCPT5laZUEhzeTkskl19c4saZHSKtFJ0cSLsApxTa+cquBHHmzuAbywIJ6aMCYYrTPl43LAeIg1GzibKuITr1NmW4zKpMUJi5jeZTUIqBgQEGBga45ppraMUtpqYnmZyY5PHHH0dEiortyMgIURQhWFCCFrPoPkpqEDSiLKITlAs4X4yy9uiWyuyVIgid5/LkyZPcfPPNpGnK2NhYUYHPDf0vl266W+QO0F3EuhNrZc0VRVHRAHbnnXfyxS9+kd/+7d/mZ3/2ZwG/6rh169bi/S+88MIFA3ReatD+irTu23ipo9VqzbtuWGv50pe+dB4Hufrqq9m7d++yx++R2VWg0WiQJAlRFPGqV71qTeMm16sBrNFokKYpxpgV62MXw8LQhN0bXsWzs8/z+PRhQuVX/z0UIgonjrabcy+oGINSYMV3dnaGDuggQGcDaAIogm2FlmvhshCw1DjKEmGySqsS7QuUhQYT+garaFGUdRUliiSz6bL45XpNgMkywRJJaMlYlsalqKgqZVWlIbNMyhgiDq0MaWIZqA5SM32ZFjbfU+MrzxgclqbUCW2Zspn7QjuxWbJY7nOwBCILhXbWuflLVEp0Ju/I36f9sU8jPw+V4oL23PtdyOyzbTZt3ER5qIyoGCveyzdwYb4jWfKZviCxFAQVKYZHh9g0upkbr7+J6elpxsbGOHHiRKHP3H7VNgYG+qmWaheMvXEm8YTamctAY+dwpStN3VLtypf3N2zYUFhDzc7OMjY2xpkzZwrddF61XS+3i24ikN00lxwism6hCSJCu93mmmuuYcuWLXzqU5/ila98JeCbhT/96U/z67/+62u+3R5euti5cydPP/108fNnP/tZGo0Gr3/96+e9b6WrDT0yuwKICCdOnChOzMtf/vI1v9Cth8zg1KlT7Nu3D4BXvOIVazpnrXWR9AGeGOzq38GB2eOg0iwYFsicDLyzga/UqiwsoUhTEL9K3tkMFhAVFUbLHMnP02w1XiurxWBFSF1MFAiBCooxFIq4lRCUEkIdkkpC6mIcjlBFmSxAYYlpugSlfRNYWdXQGJoyy6Sc9VpdJ9SnG0yeneL6626gbMo40oyIeostjcGo0MsYnCeELWaJbZua6kMrTSqpJ4JkB2DJFi1+2V8pyZbt9aJfZmXn9l/ysyDKk1wXYLRi07YN9A1WEO1lIUYMRgKsSrE6xUf6KpxYhCirNOcnq3NGc3NXSs3TZ7bbbcbHx5kcn+T5E8/TbLSKKt/ChzYlGmyIduayVGWhV5m92DyUUvT399Pf38/VV19NmqaF1rbT0D+vwK8Vueq2BLBu1Mw2Go1Vr6z93M/9HPfddx87d+5kZmaGv/iLv+Chhx7igQceQCnFT/3UT/H+97+fG264gRtuuIH3v//9VKtVvvd7v3eN9qK74R111n8bL3V8/dd/Pf/7f/9vfvu3f5vXv/71/MIv/AJKqfOcC/bt2zdPV7tUdNejZhfgUhfPvFv08OHDy+62Ww7WUmaQR+nu379/3YyuL2T51W8GSW22FC5zYnqVXSEc0LausOvKKRdA6vCuCEBKnLVxZdvIeRkAioquEhDQcE3qrk5CjFFzNx9BSCUlLAVgHBZPvENKDOphQhORkhBLCycukyR4jWpT6szIhJcvYLBNx6ljZzDtCMmSIHz1NihIrMPSlgbWpTgsoSlRpc9/npSGzJK4OFMRz+3z8labPCn1YuFLP/j4MAbfQBa4CI1GGUe5WsImDp2GPoEMTaLbOJ0AvjFPicHhSFWTNGhCaEHPbdO3rGUPBItcmkulElu3buVlN7+MV73y1dx+++2USiWOHz/Oc889x7lz5zh27BgzMzMoazAu7LkZXMF5XOxBNwgCNm3axMte9jLuuece7rzzToaHhzl79iyf//zn+fd//3cOHjzI2NjYqq5h3VINdc51leShE41Gg0qlsqoxzpw5w9vf/nZuuukmvv7rv57Pf/7zPPDAA3zjN34jAO9+97v5qZ/6KX70R3+UO++8k+eff55//Md//IrwmO1WfOYzn+Hbvu3b2LZtG0op/uZv/mbe6yLC/fffz7Zt26hUKrzuda9j//79897Tbrf5iZ/4CUZHR6nVarzpTW/iueeem/eeiYkJ3v72txeFibe//e1MTk6uaM7/3//3/zEyMsJP//RP88pXvpKHH36Yt73tbfN41P79+3nmmWf46q/+6mWP36vMLgONRoM9e/ZgjOGee+4plujTNF2xBdeFsFYyg07/2N27d1Mqldi3b9+a3yguRGYTmhg9JxsQgdQJiXMEWmGUJtIqu4mLlwwo0KLQKm9+kszEKiCQgFS1sR3SAaWgIQ1PzhSEhNR0H9YlKKW9FZhSaKUR7ZPHAiJQCmtS2qqVddYrIlWhTw0yyySppLRUAyUQqhJ9epAzY6egZNl21RZKQYUzZ0970ovGkWIICVWAxZJKi1kmMdZQVjUiU6bfBTRlNqPlDsFmStyM0i6Zy/hKtCFAy6UrRk55t4SF73VW8/yRMwwODNG/bajQyXobMI2xoSfnOsFp/wThsAgGJcbXoFXq9cFy8blItqdaa4aGhhgaGuK6667jwIEDzM7OMj09XSRYdWpt11K+083oFjK7nIroQkP/NE2LqN0DBw4QxzFDQ0PzqrZLHbubyCzQFXNZiLWozP7BH/zBRV9XSnH//fdz//33r2o7L1YoJVlT8vpuYzmo1+vccccd/MAP/ADf+Z3fed7rSwm6+Kmf+ik+8YlP8Bd/8Rds2LCBn/mZn+Fbv/VbefTRR4tViO/93u/lueee44EHHgDgP/7H/8jb3/52PvGJTyx7H3fs2MHevXv50Ic+xNmzZ3n1q1/NO9/5znnv2bNnD29+85t529vetuzxvzLuEmuAs2fP8vjjj7N161Zuvvnmwo8R1idzeC1kBtPT0+zZs4eBgYFCH5uPaa1dU5JwITIbUqEuDVInOASjfeNX2WR6SAUW0JKRzEB3LIv75jAAIwqnEmKVLrok7BO4DKGEtFWbKTdJf9iXedr6Ea1Y6tN1hvqHSbOULlQREIsowSnHDBMAhf2XiJBIzJnGSagKpbCM1ppAIoIoQMQTPIf10gITUiNEWU1LZkiVI3ZtIl3OSJ/fnlMpBpOpf1d+sbzUUrxkBBSVqX87N+UU7VaM9M81xOEUIj4uwmiN6JT8KUM5DU6TikLpNk55KzE/BQ0XILM287cwhOgFFdcgCOjr6+Omm27COVeQoSNHjrB//34GBwcZHR1lw4YNyyJDy0E3EMlumMNq5xEEAaOjo4yOjhaazs4Y1iiKCmI7PDx80WtQt1RDu5XMJklCkiRr0gDWw4sL9913XxE3vBAicsmgi6mpKf7gD/6AP/mTP+EbvuEbAPjTP/1Tdu7cyT/90z/xTd/0TTz11FM88MADPPLII9x1110AfOhDH2L37t0cOHCAm266adnz3r59+0Ufir7v+76P7/u+71v2uNAjs+dhMQuSZ555hqNHj3Lrrbeybdu2ee/VWq+LJ+NqZQYnT55k//79XHvttVx77bXFfuX/u9YE/EJkVilBiWAM5O08IpCK152KYq4yq+bIq0NQAoH2iVUWixZFmGlgk0wmoJSiQhVLSpuYFm2UKC8xyFLDLJYkiQmCkL6BPi8ZBbQyaNFes5sxPBFfMS2pCjXVT4NZWtIgtSnKQBhGRLpCIAFOpyTtxGt2RWNVSosGWEXFVLHEvmycVX2ts6SSZNRVYdCZbMLTO0X2gHQJHpFm+x5waQ9OyY6A/0HNe+VCUKJxxAgpQRYgoSXApKWMhFusbmMzja8Sg7EhoDLiO1/rKuKyOQvBJUiS1rpIqLrhhhtoNpuMjY0V5DYnQxs2bGB4eLgrdYyrwZUms/mD4loQN6UUtVqNWq3Gzp07sdYWDyqHDx+m1WoxNDRUNJLVarV5+98tmtluJbP1uk8C7JHZ9YWe18C8ftsAX4DqRKlUWpJ3dyeWEnTx6KOPkiTJvPds27aN2267jYcffphv+qZv4t///d8ZHBwsiCzA3XffzeDgIA8//PCKyOx6okdmL4IkSXj88cep1+vcfffdi2qE1ssPdqXjOuc4ePAgzz333KL+sTkBX2unhAuRWSe+8ioWUnHEFsqBItSK0GRVUwWZ9BQr3uFASd4YJoDDSIRWmpJUMFpj3ZQnUkCTetF4FRJR1iVSl1JPmqAsoQ6IwixowM3drJXgtbPiiW1JVRDlaLkGLWnQpglW0Wq10doQlUNPhMUiShFKiagcopymbKrgKCJqnXUkxIBQ1t76KyFGxGXz9vtmCHwKV+ZLG3Px1Dff/pZe0KO1EzmRdZnAWGHmZADKywMcgjbzb9KagJCSl0BYVXjf5lCiQHnXBONCQEh1G1H+gUUbMv9bT44SEhzugo1jF0OlUmHHjh3s2LFjHhk6dOgQ7Xa7WMLOq7YrRa8BzCP/Dq/HPDrlI8C8qu3Ro0cJw7AgtiMjI10lM9BaX/FzsxCNho/VXis7yB6uPBY2Pv3iL/7isuUdp0+fBi4edHH69GmiKGJ4ePi89+SfP3369KL+85s2bSresxI0Gg2+9KUvcerUKdrt9gXf9/3f//3LGrdHZi+AfIm+r6+P3bt3XzCJZr0stHIZw3Iu6Lk+tt1us3v37gs+sa8HAb+gzEBH1JN8EV15/azKl/3BiiN1Ql8U4CMKKBq7nPNULNCGmLio9pWJUNqPl+tGS6qEQRPTZsbNolCYTMfgk8IszlkarSZ95X5Mpq/NG8mcCGjBkqKV8ZZZqaU51aZWrqDKOuNgQkJMJBVi2oQlnySmtaaq+yjZMm1atGlAphH16WMWrF/u1zozuRL/mkYvid4JvsK5VNrl5QWS+d0a7xIw92LWhWfpG6yeR+Z81Xfxv3mFJnQd9mLKFs17ygXzpAbedsx6TbBaLpWdj8XIUF61PXz4MOVyuXh9aGhoWVXbbiCS3TIHuDwV4mq1SrVaZceOHfPkJUePHi2aVV544QXCMKSvr++KHZtuDkyIougrRlN+pXA5NbMnTpyYF0W83Krs/DHPX2W+1HdoMSeTS71nOXjve9/Lb/7mbxYPYhebQ4/MrgGef/55nnzyyfOW6BfDepHZ/Ea8VDI7PT3Nl7/8ZQYHB3nlK1950QvchYjnanChMWfSVlF1FbxDgc0cCnJWUw0UWehX8V6KL4wqluUVEJF14Yv/vQ9H8CQ2t7gyGILCj9aSOkvqmv610LsJOOsYCIZx4p0FUI62a4JWVFSNsbMTuHLM8OggRhtatlVMOKCEVhDpPkwpwOXBAkphTECVPtrWf1kNIYFExC7B0oJsH1DaByRIgCX2/rkXuT4I0kFkL31hddm+e7cEm6WCdV4YNcp5T9tmo02pv8xKqaaWgFC8vhjt5k0v9wPWyhBgztPLrgY5GcqXsCcmJhgbG+Ppp5+eZxe1YcOGVXd8Xw50E5m93OStU14C3mD985//PI1Ggy9/+csYY+ZVbS9nzG23VIgXol6vU6lUrvjfTA9rhzy4ZDXIE0gvFnSxZcsW4jhmYmJiXnX2hRde4J577inec+bMmfPGP3v27IoCMz7wgQ/wK7/yKwRBwLd+67dy4403rumqQo/MLsDJkyd5+umnecUrXsHGjRsv+f71JrNLadS6kD72QricZHZ7aYQX2uPY3JYLyD1S82JgywqRchgUC2tpWnU6HQiJSohUBSdS0K6UFI0mUpFvACMmIUFlMQR+i/4p07YtLoQGdRpSJySkpMu+2cs50iShlYxjBqEcVHzjkpsjeWVTAucomQqRKTHx7CTbh3acd8wr1GhQBxQtGplHrifn1gk2i7ctPG61T+gShFQlGJmffOXIvXrzSu7Fz3FeDVUEGbe0iE4RpzuOSZaSZoWoFM49cSwTgstkBuIr3kYVMgONzh13lySNWCmMMUXj0Y033ki9Xmd8fJwXXniBQ4cOUalU5lVtFyMnV5oUdIPUYT1lBstBuVxGKcWNN95ItVplamqK8fFxjh8/zpNPPkl/f39xPvv7+9d1vt1MZnt62fVHsWK4zttYKywl6OLVr341YRjyqU99qnAOOHXqFE888QQf+MAHANi9ezdTU1N84Qtf4Ku+6qsA+PznP8/U1FRBeJeDD33oQ1QqFT772c/yqle9ai12dR56ZHYBtmzZQn9//5IrOetFZoul+IuM7ZzjwIEDPP/880sm37A+c74QmX0hnkKkkyWpIvIgv/3YTB+rOiuzgBIh6LiJiEDiEqwrFWZW2pthodG0pe2jarOtBejCAzbfokuAKKv1Ok2qLFXx3qgzbgqsQ5uAMAgxKsLZFNGeGGq8vRdaEeqQWFpsGB3GuPOXsxvUM1lAnDWA6azlS2fxtSmgMAQYFYBT1JkhCdoEEoISAvF2b05ZnLiCEFvcReMPfVoXmZ2ZATFYsRc0/g7CwMs2xMF5jxPnY65Onv2sfKXd25sZcPP9ff0sLt+lZjG7qFyb+eSTT2KtLap8GzZsoFQqdU1VtBvmAFeezMJcA5jWmuHhYYaHh7nuuutot9uMjY0xPj7OiRMnUErNq9qutU1itwYmNJvNdUn/6qH7MTs7y+HDh4ufjx49yt69exkZGeGqq666ZNDF4OAg73rXu/iZn/mZ4nvzX/7Lf+H2228v3A1e9rKXce+99/JDP/RD/N7v/R7grbm+9Vu/dUXNXydOnOANb3jDuhBZ6JHZ82CMWdaS5HqS2YtpW+M4Zu/evcRxfFF97GK4nJXZqyubOdE8h6BwToquTZ2nfmUC2cQ60Bqt54iSyXTD+Y1VENo2oc9ARVVJSEEcLZpZH5nCqIBQIhQQS7Ow/8prq6biK5NDZgNNVyemxZQbBwtpnKJF01ep4pyjzSyRibykQXmHhWbapKL6OCdnCHVIbbhW2HdZ0mIO+T745imNZNpRUalvOMMQEBESkbg2LRqIksw2y7sHxKqFVQlGGU9MrcGSeGcH1AXdDDzNnx+LazAXrLomSeqr5Arm/rE4vA+t96At9jGTGSQupUmTsqp6gg4EWWX4ciV5LYbc5H/Tpk3zollPnTrFgQMHqNVqpGnKzMwM/f39V6wK1w1kNieQV3oeF+sXKJVKbNu2jW3btuGcY2ZmpohN7qzajoyMMDAwsOrz2a2a2Tww4Uqfq5c6utFn9ktf+tK8GNif/umfBuAd73gHH/3oR3n3u99Ns9nkR3/0R5mYmOCuu+46L+jiN3/zNwmCgLe97W00m02+/uu/no9+9KPzHtz+7M/+jP/0n/5T4Xrwpje9id/93d9d0T7m8of1Qo/MLsByLwzrRWYvNvbU1BR79uxhcHCQV73qVctuALicZPbQ9KmCH+VyASDLvZqjTYH2DVn5e7111vkUSJRj2k5htM6qttlFILPhSogLR4AQldUFfVVVKYUkYEspM26SzEkV5yyt2TZlU8b0GVo0CkIoTnw1ljnLrDZN33jmDBMvTNJ3VR9TdgytFKGOqNDPACM0qZNIK6vCZlrErBJrxZISF0lkGk1IGbGCMyktPYtTFi0alMbZzNXB+Bpx27a9hRiV83So3jl36TffMAxwzl6SdPqAhLmwihyppEzYc1hSAuW1vzUy3ZdSaOPt2cRd+ZvuwmjWJEkYHx/nqaee4siRIxw5cmRe1Xatq3wXQzeQ2W6YQz4PuLR2V2s9LzY5juOiCr9v3z5EpNDi5lX45aJbZQaNRqMnM/gKxete97qLypKWEnRRLpf5nd/5HX7nd37ngu8ZGRnhT//0T1cz1QLf8z3fw4c//OHzdLprhR6ZXSXWk8wuZqG1XH3sUsddLRYjsydPnmT66BlkR+gdA7Lfm4zT5jMXNLGTLOBAUMaTT++5qoobrM6SvLw7gSO1MGSGmZVpHClKzb/hOEALOAUjaphEJdhwGpSQuISSLuEmhdm0Sd9wBYyvvmoUESVPdJXXtXr7Lk+IQ0KqeoCUmJGtQxDZbFsB2oU0qdOUetZ85QmiIkCjESyxxJlkwKeVlVUNJ45Ymljj/XRBEUqZQAxtaSMqwegApRSB+KAFh/d7FaXRLkAtIQlsIRwWExp08TS+eGXWE1k/5zz0IYcl9U8hCkqqQoU+nwqmvQ1ZoI2vbi8ix7jSCMOQzZs3c+jQIW6//XaUUoyNjfH888/z1FNPzdNmDgwMrCvR6wYi+WIPKoiiiC1btrBlyxZEpKjanjx5sqjC58R2cHBwSeN3K5mt1+s9mcFlwItNM9utuP/++3n44Yd5y1vewoc//GGuu+66NR2/R2ZXifUghjk6ZQYr1cdeaty1QieZFREOHjzIiRMn2HDjFmbcuA+QYj5N8qTUk9OZ1L/WH1AYVXkdpsz7nBNfa03EoZTjXDpGaPyfsRJBxCEoAox3R1CenE7KOAEhrg1RGOGilFbchBr0mQpor18NJUAUWXVXiOio5DiF0SVQwrQbx2BQBkg1tWCAVCU0ZLrwdUWydDGlsXidbO6HG2S+soLQkjoW67Wooggoo8WQqDZN3eo8YBgboZQiMngzXvHBBZA5GOhM6uCWGKighFIlRGnvO2AuUJkVHEoL2PObz0qqzIZgMwpFgxlc0M5CMLwcwVmFsrqY5/zwhu5ATiTzbuJrrrlmXpXvsccem6fN3LBhw5p31HcLmb3Sc8jnAatzVVh4PvMq/NjYGPv37y+00/k5LZfLi47TrZrZRqPRI7M9vGjwzd/8zTjn+NznPsfNN9/M1VdfzY4d5zdPg//u/vM///Oyxu+R2VXiclRmV6OPvdC460VmFwZNTKo2x14YL7xj/WL5nKtBUQfMKnsNK4RaWODjj80rNUrhlB9MxC97awHBUI2qTMez3pRKUiIVZNTRtyzlN8hUJbjEoo0mMAGRKpNHvsa0s+RWX4FFhERStNJorUlo40RjlKGiahw/9jy7bqhQZ7rYR4UCZxAsTqV0qlgNBqMCEolp0/QNWgghJRQaKympjn3TmhKUaEScbx7TBmeSghQq0SgJwGqc8XGxOYEUgswzwoIRcHq+zyyZP6wIaWpRgUGIsbnDwQIoFIj2lhSLrG5p5RvbrHhFbygRpFlMsHa4IMZojXIaSdeXGCgjvpdtmaR54UW1s8qXazPPnTvHs88+O69qOzo6uiY+qN1AJLstdWst55JX4Tdv3jxPO33mzBkOHjxItVotiG2n40W3amabzWZPZtDDiwYPPfRQ8W9rLc888wzPPPPMou9dyfe+R2YXYCWa2Ti+eGrTSmGMYWZmhqeeemrF+tjFsF4yAxHhkUceoVKpFEETz05M4VA+nhYyFWtObDVkdUyXFRhroS667n20rCoaUnwzl0LE+aQw8dttS0rFlGglbfrCKtNtT2jbLqFivFNBSImENqoMiU3QYqhF/aQqLaqwZArbsipTVX2EJmQsfQFBMErjRAiUD0dANC1abL5mNMsI0ERECIpEmjiVZEdGoUVhVJgRZkdKE8E3ZUWqRCQlWqpJK53FOouyvkocmYqv6qo4kzv4xi/lDFoCT9K1RYIkI5iZpsIFiLJY7YmvJ8KAzbxgM3ovmWlWfapJX63qybiOcRJ5rW5HBVah/Um6iKY2UCFV+jBpUOijJUgQ5WUa4vDzWyeI8pXp0BiUVrhk6du6lC1Wpzazs6N+bGyMZ599dl6gw/Dw8IqrtleaSHYDoYb1j5BdqJ3udLx46qmn5vkUt9vtriSzPc3sZcJlaABjvcfvAhw9enRdx++R2VViPSuzaZpy5MgRrr/+eq655po1u8msh8xgYmICgNHRUW6++eZiroNhJSNacyEHZP6vTuaqQPme1VNHyShSgdDMRUh6wutdA3LtqlK+UquVopm20FrTasdFddQo7RO2RHungFTTbrUICIn6Q9qq5Xv+lUJEEREiQFtaOHEM6CHyBC8rlkBC2tImcQmRjjAExM2EKC0RDXqybCUp9je33hKdWXQV8HOLKJOSEKs27XabNE0Jg4DmbMz01Bi1gSrVWhljAowxaKUxroRoizNZDGAeqyW+WU1phZgk44wCYlBiEKewOoZM94oolAReBoGiPtVmeDhCkXryiV6kAnvpv79AdZI4hRKDzgj2ujsaZPN1lhWR5uV8vxZ21E9NTc1LrxocHCzIba1WW9LY3UAku0UfernnsdDxIvcpPnv2LBMTExhjOHjw4IrS5dYLeWhCDz28GLBr1651Hb9HZheBUuqSlZoc60Fmc31svV5nx44dXHvttWs6/lrKDESEY8eOFZ53119//bwbclvyqFPnfWQd3oILb9PlJQdSRAqUjQLldbPWeU1nYaul5wiWE8GKAJpQG5/C5YS+sMZs0gA0Kpc2CMTtNnGSEJQDtPZEOlCBt7cSv52YBCcp4IMYjDKQ22qJo00LJz4YwIqhQj/N+CzVgQptmt7fVZQnikohymFJChIXEBBRJZYGCQlNZlFK05huMv7CBNu37kAHQjAc0j9cw1mhVW9x4tlTpGnK9qu30NdXI9ChdytwGuUMoqz3wg38cfYHSGOkNNe4ZbIjnB8UfOXbmjYbt48Q11Nvo+XmEwgRIcW/tiKiZReLwlgfKDTGRlna2VKo9xxWE1jQ6YN6/fXX02q1iqrt0aNHCcNwXtX2Qqsr3UBmu2EO+TyuFKle6FN84MAB2u02IsKBAweI45ihoaHC/qtarV6RY9ZsNleUxNTD8rCw12O9ttHD6tAjs6vEWpPZdrvNY489RhzHbNiwYV0E/mtFZq217N+/n7GxMe68804+//nPnzduWRs6DZ+09slfSvkGqbnFfUAJVjzhdSJoM79q67If8m5/o70CNxXf9DRU6kcrTb+q0Yhb/sbsfGWVAEpRhLMOLESm7D+bWWM5cZnG1KOmapn+M8nmoIhUmYqq0ZQGbdugrVqU+kOsWB9+YIW6NAh1kNl5+U9qjNfsKmgxi8oTvATqUw2cOHZcux2UK5LNNCFlXabUX6Hvtj6cs6TW0m63OXHsJK3ZNtuv2kL/cB9aZ21bAl7z4BDlSHWriAn2lVgD1nivW5OC9pEGYSkgbqTFbHOICC1poMXgsga5boaXGSQZZ9cou7yl/rUiJOVyme3bt7N9+3acc0xOTjI2NsYzzzxDs9ksiFD+/S5WH7ogAayb3Ay6YR7gj0mtVuO6665DRGg0GoUk4ZlnniGKonnpcmshBVsKeglgPbwY8cQTT/DhD3+YL37xi5w7d443v/nNRerY5z73OR599FG+7/u+r4i2Xiq6++70IsBaktncP3ZoaIhXvepVRVrRWsMYQ7vdXtUYrVaLPXv2oJRi9+7dhX/jQjIrKsS5KhNJgx1l32AUK01aUFSVN/4D0LaQOt8sNawhUnnTmKCdZPZcECjlrbg6TP6n4zoDUR+zSR1tFEYUTixKFGEYEqkSjVYDiYSYlo9e7Xjuzq20ABrSoKr7KdkKKTGGEIVm1k2C8o1QKtvfpB1TNzOkmd2WEU9XyZLPrLagBCegVUCkIlxLMz51hv7hPkwYkMfU4nzYgWhHW9V9QAGKQHsLLxUqBm4YIE4SnFharRbWCbOTdfpr/fQP1XwDVLZHgkLb0DeSaQsmzk8MoNDOcOro2UWXK1OJwSoSHc93dehWZFxQiULZK78MDP7BMe+Yv+GGG+YRoSNHjswjQt1A4LqlMtstjWgwn1grpajVatRqNXbu3Im1tnhYOXToEK1Wa17VdqkSk5WglwB2eaCVoNdZ07re43cLPvCBD/ALv/ALpGlWPFGKc+fOFa83Gg3+83/+z5RKJX74h394WWP3yOwiWK7MYC2qnM8//zxPPvkk1113XaGPXS897mors5OTk+zZs4fR0VFuvfXW4kK/2Lg1E5KKRhEynaZUA0DAOigbRyqaVPmFaIXKhPb+4u/E4URl4QkZMRTQymSd+VI0i+W+qxPxtP+0gzhJMRJQrZZBOR92EPnhFZqAEgbt07eAki5hxZFK4mNydYBRmpakWCyxeI1tTQ0wEGxixk7jwhnEZLKELO0LUcQSk2IJVUCIN94XCykJqUtotpv0DfYRBJ4kawKfEKYtmUOub1yTEkYCUpWQ6hijfERvFEaIQGgsIo7y5oi4HTM9O4VCkbQctf5+SmWvoe3s7FcYsAFKCU6nbN65gebM/CZG6yyxi0lUTEkq3o92nS4Xa1WR9DKDlZHuy0XiqtUq1WqVHTt2YK1lYmKCsbExDh48SBzHHDp0iC1bthTL15cb3UIiu4HY57iYNVdn4x9w3sNKGIbzonbXsmrbawDr4cWEv/3bv+W//bf/xnXXXcdv/MZv8NVf/dXnWYx+wzd8A6Ojo/zN3/xNj8xebhhjiqeMlSDXx548eZJXvvKVjI6Ozht7rRu1YHVk9rnnnuOpp57ihhtuYNeuXfNufIuNm4hDo3BA7AJcClr5J9GWc77S2mHbVaSFkYcUzDV/WecItLe8kozI5s1ehZDB95fRnG1TqVWIIkNKktVfNSrxekpqipQ2SUeXkxSzgIQWE+1zpMqf2yBrDhOElqvTihtzDz2ply04UiwpuUpYoynrKmVdoZ7O0qKBdn4epVKJwdIgLddGsFjV7piJJpDI++mqhES3vWetKAwabSNv+aUtWisE75ZQikq4FkxPz2ACaLVmcIQo5a3ESrqC0sYT5iD2xxrxGmLr5h2HmDapJH6/jcssxHpYSxhjGB0dZXR0FBHhs5/9LAMDA5w9e5ZDhw5RqVTmLV9fDnLXkxmcj+XMZeHDymKNgTm5Xa2dW89n9vKgp5ldG/zmb/4mfX19fOpTn+Lqq69e9D1KKW666SYOHjy47PF7ZHaVWA3hbLfb7N27lyRJ2L1793kXJq31uth+rcSa62Kku3PchceiZAzWZaRTKZRyOLJGMBVgMvKaE1at5r7YsZUshtZ38+SRtzmUC0BbpIMG5kqBUl/JEz1xBCoklJBEJRBYvMuUDzCIVIVYWqCE2M1JLwRoSpMa/QyZUWLVpmnrxNLGgQ9YIKI+3aQ6aIhpojA4rK/EisIS07CztFwTQUhaKY3JOsOjI6gAxu0YGkVA6H1s0YjViE5JVDvT8ApaDKFEaPz+OhN7dwbItLAa5/wDgilrhiv9gCCiac22OXtmHNEp1f4ylXKFIAiIogijA7AB50495/9d7LvLHg80yijK6qWf/36l9ar58d26dSv9/f2kaVpUbZ966inSNC2soi5m8L9adEtltltINazcZ9YYU0hMgKIxcHx8nOPHjxev51Xb5dq59SqzPbyYsGfPHnbv3n1BIptj+/btfOlLX1r2+D0yu0qsVArQqY999atfvejy03pVZpc7bhzHPPbYY7Tb7UVJd47FyKx1QqB9ClTqFJHxUgFROtPKSqGZzaMFXEZOQ606PGfx9dgUTJQFw6q0sOebM/AC0CitfVMWijSrmCJCbnIrCFYsLerZBnIfW1/pLVEFhFmZZjadwqiAUIVUqGYOrUJCTGkgLBqOtFJU6McqWzSWWVJv3XSyTmO2wY4btuGMJcGHKajM48A6L2MQ5V0PDCZLJItwWFIVo3Q6l9DlQDm/bVEObVyH16wGMWig0gdX9W8BBOeg1Wxx9tQYZ06+wPartzI4PED/SJW0NXfeVBa7q7SipCpotX5VWYeltqGMQ0jxleArhStN4jqlDkEQsHHjRjZu3FhYRS00+M+J7VJjWZc7hyuJF2tl9mJY2BiYV22PHz/Ok08+OS86ub+//6LnQUR6oQmXCT3N7NogTdMlrSScPXuWKIqWPX6PzC6C5VzMV0JmF9PHrtXYS8FyZAYzMzPs2bOHvr4+7r777otqvhatzGqDznav6QJqaUhk6rSynn2vgfVVWZRCiyDKc85m6igHEDuHCFQDQxD4oAWfiaUKEptXZ5VS5GleqcpztxQhERElZt00GK/HNbqDpEluAaYym64mAWFBsAUIKdGigc0avZRoXOrQymDCgFQSGmoWIwZv+lWmKS1a7SbVTRGD22veJgsIKWMISIlpSJ2ciGsMiBRWYLFqZ3ILjXFZ5IR4aYAEaVby9klhWjJrLZ0iOveLJfOi1WinqJX7qV5dY+fV24jThCRNabdjnn3mOaYmZxgZHmFkwwg6NJRUQKDW9xKRqhht1BUnUFe6MpvP4ULRjrlV1K5du0iSpKjadsay5kQob8Zc6Ry6gUR2S4UY1ifOttPODShCOMbHxzlx4sS86OSRkZFFb+49N4MeXky47rrrePTRR7HWXvD7VK/X2bt3L7fccsuyx++R2VUir3IupaLhnOPpp5/m1KlTF1yq78R6JHXl4y6FzL7wwgs8/vjj7Nq16zz/2KWOWw1D3nnd7Xzs2Jc53bJMO4VxEcZIZselshtoHm7rIUAqQstmJBWwIoizBBKRioB2nigrn7I6b36ZDtcQYklwyhHTLsYGSK0l0POTrvJtCULF1KjpfsaTMWJpMss0ntoaIkpoNC3dQgUKS+KX50URqoiSrlJPpmi0GgSBIQgMGkMkJSwpiYqL+Rg0ARE11UdTmrRokuslQikRUcM4Q5smxjgCExTiYi0BYr1/rNMW8jQwBbggK3mnoLw9mYgr9rIcVIm0ohk1uf3Ol4HAs8+c5Omnn2Z4ZIihwSFGR0ep1VYf1XohhFKiPZvSnGmx5abt67KNpaIbyNNS5hCG4TyD/9nZWc6dO8fJkyc5cOAAtVqtiNkdGBhY1n51C4l8KVZmL4aFIRzT09MFse2s2g4NDdHX10cYhj03g8sEld1f1nsbL3V813d9F/fffz/vec97eP/737/oe97znvcwMTHBd3/3dy97/B6ZXSXyJwxr7UWrlrk+Nk3Tiy7VLxx7vWQGFyPJIsKRI0c4cuQIt99+O1u2bFnSuBciyUop3nrVK/h/zx9kIk5o2CSTGghGsuqp83pZ9HzBfd4QZgXEevKaqCYGQ1n5/Kogu9GISFZZzfYT7RulEGIXE+oQ0wqwQQIlL2FwWZUT8Q1nfiDPAWfsNA03m+lTvV9sRBlHQkwr05T69/frIUSEaTdJUxo0kwatRouSKTNUGaHtGsQS01Ip3qnAx9mGlDLRgmNKJjIzLYXGx/A6hLp4Eq3RICHGBWgJcSIkKsEYyLvhlPi4W0SDdt7JoPNciPEkV7mM/DrK1RJBEFApV7j99pcTxy2aSR2tFTOzkxw8dJBKucro6OhFTf9XAkEo9YdENX3FZAZ5VfZKk7iVLPF3xrJec801xHFcdNM//vjjiMi8qu2llu96MoPzsVLN7EqhtWZoaIihoSGuvfbaeef0wQcf5Jd/+Ze56667mJmZodForHg7v/qrv8r//b//l6effppKpcI999zDr//6r3PTTTcV73nnO9/JH/3RH8373F133cUjjzyy4u328JWJn/mZn+FjH/sYv/7rv86//du/8aY3vQmAI0eO8Lu/+7v8zd/8Df/yL//CHXfcwY/8yI8se/wemV0Ey5UZwMXJ7FL0sRca+3JXZtM05YknnmBycpK77rqLgYGBNRnXGMObr3oZAH9/4nGOt2boXNk1OotWkIzOKR+uIEqhBEymKZJcXxsLs2mCrikGdZSRuYwQi7fqSlRKv+ojQFGXOrFLoOIlDCojfw4HTtDKZA1ohXgXweLwlVYRn6TVpJ4JJDRGaeJ2gtKaRuSlAkZ5d4s4TilHZaqlmpc2eKaJbx0LMBLglCWmWUgkAgJKVNESEKsmCXER2qAJ0AQoZ7DKkmTVVqV08XvtgszlwPlqbD6y4AkuxksPTExRnxZFc7ZNc2aKXdddhTUtTFXokypKafr7BikHNc6OneXk7LM8P3sc3QoZ7htZcqhHIQFZpGfXZm4RSutFX/9KgWRRzaslklEUsWXLFrZs2eIfrqanGRsbK1xIBgYGLqrL7BaZQbfMA648se48pzfddBO33HILn/jEJ/iXf/kXXv/613P77bdz7733ct9993HPPfcsuZHs05/+ND/2Yz/Ga17zGtI05ed//ud54xvfyJNPPjlPvnDvvffykY98ZN58vpLQczNYG9RqNf71X/+Vd77znTzwwAN87nOfA+Azn/kMn/3sZxERvv7rv54/+7M/W5FUqkdmVwnfoa8uSDrzm8j111/P1Vdfvayb1eWWGTSbTb785S8TBAH33HPPsi9aS5UvlI1GnMrCELy8ILEQ6rnlFpcLZzPYTDag8R+ygaMchZlNF+hMc+vJmxA7h3ZCRScIBqNDcImvgYr4CibKuwhkG+08M0p5WYBCCn9ZJYpAGQIiDN7yy1T8exJiylSYfn6K2fYsm67eAFoy8qu9by0lfMuTb0jz1NZ4uy00KZamzM6bif/MnA7YKfHNc2gCAgJXwuFIVYxTTQIV+iYxB4j2RFIJKvevzZLXEINyBqWgVInoG6oi2hNg/5EQrKEtLRq1GUo1w4DahHWOdFw4d/ocR44eYeeubWA1w8MjizYi5XG6/vidr5MKJKIx3iKJEzb3XxmZQTfoZXOsZVVUKcXg4CCDg4NFhS+P2c11mTmxzbvpu0lm0A3zgPXRzK4UQRDw2te+ljvuuIPf//3f58CBA3zpS1/iH/7hH3jb297Gm9/8Zn7/939/SWM98MAD837+yEc+wqZNm3j00Uf5uq/7uuL3pVJpyatzPfRwMWzatIlPfvKTPPbYY3zqU5/i2LFjWGvZsWMH3/AN38Bdd9214rF7ZHaVuFC4wXL1sYvhcsoMxsfH2bt3L5s3b+ZlL3vZiioRSyWz/eEA6BlwUrgHmEV0SanPDpjznMXTunwLsVj6tSeIQpbG5SxGaYzWBErTdm2M1gypYUphiTPt0zjlF/YRwaA7nBRyqQKAxWFRSmeeAxEahSWljSeNANIWnAGlhZl4Gj0obK6N+nQyT6NRaCxpJk3Ae8Yqw6AaAKVpSZ1YElwHwa1KP05ZWjT9PLL/DBFGQiJKpCqmrRtzImB8FRsXktLGKgvKEanQv4aPeJUs7laMd9kNo+zvTFRW9laIshBYWnEDlBBJiYruo88M0NhUJxoN2Km2EhHQnIzZv38/zrnzlrQdFrAgi19qUklwgwnKORpulqruW8qf2rrgSpKnyyF1iKKIrVu3snXr1kKX2dlNn+trwzC84nKDK10N7UQ3zSVHLi/YuXMn119/Pd/zPd+Dc47Z2dkVjzk1NQVwXozoQw89xKZNmxgaGuK1r30t73vf+9i0adPKJ/8iQ8/NYO1xxx13cMcdd6zpmD0yuwZYSA5Xoo9dDJerMvvss89y4MABbrrpJq666qo1G/dCuLZ/A/smzzJDq/CZTR2Z64HC4gllqOfcCiBriXIq2xY4JUzbJoM6xGRV2bDDocBgUAKpFSaZIHS+0uycYJSnxgo8qfbdaPOqs1pltlkkpMSA961FgRHDYDDCC8lpAKxN0UYRRhGRKiEIKSkJSTGqRhFRJlEJDsuUm/QUVWkCQkIqNFULEUedaS+pwJOKgLDQkwqWlqr718S/Fkrk6bdKSPLXyCzDXAhoUpUgNAlUhzBZNOdOTRFFAdUdXoOhctGxKPqDQfoYpCFN6m6aSRlDo1GiSWhTiTaweXSETV+9lZmZGc6dO8dzzz3H008/TX9/P9uv2srQyACR0bCIxZfFkoucQ+XPjz9qbXwNfH38VDvRDZXZyz2HTl3mddddR6vVKvxPp6am+NznPjevaruWOumloFsIpIh0zVw60Wg0CMNwnqRAa70sWVgnRISf/umf5mu+5mu47bbbit/fd999vPWtb2XXrl0cPXqU97znPbzhDW/g0UcfXZVrRg9feXjDG97Avffey7vf/e6Lvu9//I//wSc/+Un+5V/+ZVnj98jsIlhuRaKTzOZRryMjxIvArQABAABJREFUI9x6662rugmsdwKYc46nnnqK06dP8+pXv/q8J/KVjnspjMXNzG5LZzpSQWmVNeHPxdkmNuM/SnmLWCXzpAcKqCjtz1emmU1FSKwlMobQOMomIpUU54RUWyT2LglhVWVOCHnFd75TbR6Qm9AqiGGJCmVdY9ZN0qJJOzmJhJCmlsiWqPRXiCWmLU1yaYBSvukqUiEWR5q5HkgmHDBEDKhhYlokkuDEFqEFXpoQIThS0uz9PvjXSEhACYXCqoSWahYuDJI1i3mPWmirNqIcSvK/bYO2IQ6HVSkjWwYIgk6bMm/lhUBdZplKJ4sjFEhApMv0q0GmmEC0Y9bNUHF9DAwMMDAwwLXXXjtnNTQ2wfjEOM3ZFn0135Hd2URWVhVkTEGoSYbbNJktjk1I+bKQ2RzL+d5fTAe8ElzpJrRyucy2bduKyt7o6GgRyZonV+Xktlarrfs8u4VA5tezbphLJ/L0r7U6Dz/+4z/O448/zr/927/N+31nV/ltt93GnXfeya5du/j7v/973vKWt6zJtrsdPc3s2uChhx66ZGACwIEDB/j0pz+97PF7ZHYNkFdQV6OPvdi4aw2tNSLCF7/4RdI05Z577qFSqazJuEshs1tKNUId0LRprjTwfrPGc1Wb9UpFgYKO5RfJdLPWQhiAJqQlCViLFSF1jkhrSsaglcKKJaREnxlgMp3EOYuUhCDNiGbmBmuJM+nCXKqWkIURZDIBjcFoTdPNZATGx+vGSYJqGoa2VomlDWrOrzaihMX5Sqq00MoT1JLyJG1GJrHEjLsXCAgyuYP2OloVYDPXhJw4GSKUqKw4nfrmtWJrvi0tkACHxSpLrFvFq0YMRkK0mKx62yycExziCXmoEJdpLkzq9zJJyV1z+80gSilm7CTn5DSR8npelGNaJhhww4V370KrocnJScbGxjh8+DCtVqtIsxocHUBtdF4SIk20CrJ0tRIhIQlt2rQAqNCXkfm1xYqqotpLOMSGa0JorzSZ7ZxHZ3LVDTfcQLPZLLS2R48eJQxDRkdHiweT9dCT5vO40sivZ90wl06spcfsT/zET/B3f/d3fOYzn2HHjh0Xfe/WrVvZtWsXhw4dWpNt99DDQrRarRUVAXtkdg2gteb48eNMT0+vWB+7GJbjYbsc5HqrMAyX5a5wKSyVzI4nbZIsCAGdhxJorM9k9dQtkx6EeUMYfpleKzDGOx2kklDWIa00zrS3vuqqnMPm2leZphJ6nahSCrGKpGUJogjJ3GFVTmI7kNFOT7RJSCUldTEVVaXPDDB29hxJKaVaq6CqiljaWTU1ALzmNMU3nKmsagyaKgOkKqYuM3MkSASnhJJUiGllDWIOlVVofeBDOWumcmRZaKAsWgIiyRK0VJtEpR21bU3kSgSEpCrJZAZtT1KVj8kNJGLi9Av0j1YJSL2EQhkv/xComRolXWIqnuWcPYPgfJiEeAu0yFZpuQYajcMuSja11vPIUaPR4Ny5c5w7d45jzx1lcFsfJjD0qyEGaoNYnWQ0vl5UmVUe3bYKiAizTBEQUlHnE4FlfcdkEZH3Kue27DmsAxZzEahUKuzYsYMdO3ZgrS0eTA4dOjTvwWSp7hZLQbc0gHVzZXa1BQgR4Sd+4if4+Mc/zkMPPcQ111xzyc/kzYNbt25d1bZfTOhpZi8fpqenefjhh1f099Ujs4tgORfRdrtNo9EgCIJV6WMXQ14NWMtu2tOnT7Nv3z6AVcsgFmKpZHYkKlNSmgZZ8ldWWXTg/V7x5DXQeYKXX7TPZK5oUZ60CrRcQh574Mg1bjYjvopELGUXgAQ0XEKghKCs/VK/eCeKToFBLinwS/txHiqLVRYnKU0azNZncaGlWqlhrUWcIwxKnm4p7zgA3r6rTIWyqjDDFFZSphnDuABDSFlXiFSZaTuBlZSWmi3oWpCRaa/XTbHU85othsA3vIl3RWipeqY7zY+lRovxDWsqJVHtIkjBE9gQJQanEhLVZnhbP8569jr3utfYoh2zaR1LjIglUmX6zAARZZpqljBURDJImjpMhyZWijN3PqrVKldddRVXXXUVaZry5JNPMtNoMJEeACVcdfMOKgNlQhNR0hVCojXyn80cIRYQ7hVVZkWDXTs7sW4hs5cikcaYgriCJ1V51faZZ56hVCoVrw8NDa34utUtMgNrbeFY001YC5nBj/3Yj/Hnf/7n/O3f/i39/f2cPu31/4ODg1QqFWZnZ7n//vv5zu/8TrZu3cqxY8f4uZ/7OUZHR/mO7/iOtdqVHl7CuPbaa+f9/Fd/9Vc89NBDi743TVPOnDlDmqb8+I//+LK31SOzq0CujzXGsGvXrjVPY8kv5heLf1sqRITDhw9z7NgxXv7yl7Nnz541bzpZKpmdTRMsPgagYX0HfagslcAgue4gs4jy//L/TgUiI6AVOlsOd5lAoDPHS/CkoKrKOHFMJu2CXCnttxHagERSwsAheq4yO4+cOBgMhr2/rG0SK4tNLRiolfqoqj6mkkm/3ypFyJ0PAsQBSrAqZVam0GhE+ahaKylaGWLXps4MZNXbLALCa0bFkah25t3gXREiykTiXQwcbl6yhEIX1leiBKsSrAItOiOoAVoCrEqzCq23GxPl/U3FCaErI8pv1ylBi0YJ9AdDtFWdiqqidEDLNRlLThPqkJiIEgGBnruUeF2wZHHAF77ZCoIJNX19NcrlMjfccAMzMzNM1sd57slTTIxNsmn7RjZsH6ZUKjEQDK8qXlcpzYCMXJAALCspK4sLNjbMqsZrgytNmpa7ClStVqlWq+zcuRNrbRGz+/TTT5Mkybyq7XIqid1CZrtlHgvRaDRWLTP44Ac/CMDrXve6eb//yEc+wjvf+U6MMezbt48//uM/ZnJykq1bt/L617+ej33sY/T3969q2z18ZeDYsWPFv5VSzM7OXtBxIwxDtm3bxpve9CZ+9Vd/ddnb6pHZFaJTHzs5Obku3cidldnVIE1THn/8cWZnZ7n77rvp7+9fFz2u1pokSS75vg2lCjcPjTLearB/Zhy3oPkqlxRYUVgRAi0oDdZpHOI9ZaHQtpKv4ivviKCyNrKmtFHKjxUSYJQmcZY0sbTVLKEOUJJRrow7i8oVqv7/j9sXMCpEBJrjLYyOCAe8rMCSokOFcqAxBJjCx9ZlYQAOS5kqZeMfdGbtNImLSSRG6fxz3jrLkpLSgkKlG2AokZLiSGlSx6rEJ4EpMBJmrWT+0UBUWuy7QhFIlDWBpd5BQbVQWdNdXoHVYqjHDcJKQKwbKPGEXIt3WFDOoLTDBH2ZR60Q6ICSLmMICdMKqLmbvcViSVlKS0PeCKcDDamvgOVNZFdtvZp2u81ke4xUEs6+cJYDJw4xPDRyXhPZUiHimGGKUKJFZQbLgZJc9rA25DP/jncDmV0peTPGMDo6yujoKDfeeGNRtX3hhRc4dOgQlUplXtX2YtvpFhLZLfNYiHq9viYyg4uhUqnw4IMPrmobLwX0GsBWjk7uorXmne98J3/4h3+4LtvqkdllotMB4FWvehUbNmxg375969KopZRaNelsNBp8+ctfplQqcffddxdBCEutoi4HSw9NCPjaTTs526pzaHqSJopEFFEWR6uUr0f6G3tOzXwKWGohMF6vmYqXEmiRTj5VNEyFOvKRtjhSLImkRWaA92w1SKppW0uUfRMUOiPAGqWMlxukCc2pFtValbASkkoK4hAUtpWCE4IoJMk0rkppQin5CqU4mjRIbJwRTSHQPoo2lIBUeX1oTqD9vAIq1DKn2yRbGndZ/U+IqPhKNTGikox35zumCCXysgvlvARBeeKIKLQYSlIiVQlWecsxE2hc6iDIPH1dgFKKlARtUkxeeRRf/Q1cwGBY9iRXAU4Qq7LjnGKxBARcjOwJ4r1ugTRe+Pftj0apVGJTaSsOh9QcGyszizaRjY6OLunG3vmQMu/3K1jiV6KL4I21wpUmsrB2WlWlFLVajVqtVshJ8kjWJ598EmvtvKptuTzftaJbEsC6KTChE81mc80awHro4XLgIx/5CNdff/26jd8js4vgQhfzdrvNnj17sNbO08eul4UWrM7RYGxsjL1797Jt2zZuuummeTeHK0lmcwyEJbQyiLgihSuXFKAgtprEQUU7BiJo52VY5nS1Ih2OBx2nTQkkLiHJiKlWEBKCciRJCqEiyfSoVW0yEpqZW4m3nh0NNzDROofVKeWhElkOAoawsBQLywG+MOopdKhK9KkB2qoJzieDgZC6hLKuUaJMK6uwxtLGE1ivhg2JaIm36LJ6GiN+O74BzDsjaCgicCUrJ/tl7uyIiG8Ey5e+NRrjQjTQUk2simmQVXfxn23PJsxONbjqup1enqBzb1zvbqCUwSdDOEQ7CGQuiljpwg/XkRYBD7lx1WKQrJoseA3vea8r51PDXEAsLVo0CVXI4MjAok1khw8fplKpFB32iyWRAWilGWB19nM5nE4ymUG0JjKDKx1SsN7zCIKATZs2sWnTJt+INzvL2NgYp0+f5uDBg9RqtYLYDgwMdE0DmLW2K0j1QuSa2R7WH0oJap0btNZ7/G7AO97xjnUdv0dml4hO/9jbbrtt3tP6Yolaa4WVEGUR4fjx4xw6dIiXvexli9qtrJfMYDlzHa/P0HYpgiFxUMribMWXEjP5gKFhDaFNsAKtBDYan50QZ6TTGEWohEApRGliZ7OEL5clfAlOFFY5nFhcAFYcWgyhCorKoxNH7ByBVmiEc60z2NRSLVe8v4BkelR8cpZBIU7j2pZyqeattFyLibxxTAX0qUESl9CmQcs1aGnvJKFFo1VAYQWmHDGe3ILXsBrxBNfqhIaqo5UmKMJvDQhZLK6glM1kxr5CG6iAQEresUHFPtFLNChPeJUoQsqIsgTlgJH+QZzyJFZJZkUmAaIsohwEmXTAazF8BTs1WXqFd5aw+PcqNOEF9LI56c2JrF6ECOaXdVEOJ14zrLK9zrGwiSyv+j3xxBOIyHlJZABWLLNMEVGaJzNYiURoLpp37RrAuoG8XY5ldaUU/f399Pf3c/XVV5MkSXH+9u3bV5yPqakpRkZGrqg5f7fKDNZCM9tDD1cCjUaDL33pS5w6dYp2u33B933/93//ssbtkdkLQClVXFRzfewNN9zArl27zrvpGGOI43hd5rFcouycY//+/Zw7d44777yT4eHhC457JSuz4+PjPLlnD+GmfmK81jVflHYCJtfB4iuw4+0QEELtOJfAQOCXqDWKslaY7H6T948JUNKaBME6wWhfL/QWrUIYBmilaJMgoqlgUECocu8ESF3KhsooiUmwzocZpOI1wYEKCTDEkqBKGkdKTkStc2jt86vazlttKeUlBloCAhV4Yp0FM6AUGp/kVVVllFK0aWElJZW46IXTYggpoZQi0W0cbs4dKksC86ZdPkErVTGelntiHEgEAomKccoR0/S0ONSkcYoph5hMY2tVQqrbmcesJg9SUM6gFDhtIUgRFfiHhTRPO9OUCT3ZXgQOS6ISlIC5wOVHi/GBGkBV9VGSCpYk14ech4VVv8WSyDZs2MCG0RF0n1qUQMMKZAasncygG1LI4MqQ6jAM2bx5M5s3by7O3+OPP87ExAQnT56cO39Z1fZyzq+byWyvMnt5kK97rfc2vhLw3ve+l9/8zd8s7EEXQ34N6pHZNcRi+tjFsJ6V2eVUUHMZhIiwe/fu83RoC8e9UmT2xIkTPP3009x8883MyiyPTc1g0TQSh9JQNVI0coH34PNWVBBbCIF6CpGZC1zIV2m08ppcmCMIgifGIQEpDgJLTJIFxBrCLArXidfqpmlKqDRRFDCjptBOZ8TZEOKTvKz4JXUMkChKukKFCi0a1N0siYuxJGhtCkstUCTExOKX4j3rVoSElFXV22zRzBwMPLkKVclLDMSRSovYtAqzB79zCqO8kZdPDvOPBE68DMGgqUif1+aq2FdZs6cGJQojAVOn6wQVgxuwpCq/yLjM7kuBi9BKcMoiQUJuXiZZ511sMz9dlCedXLiSptDe0QFHknkhLP4+f+4bMkOTOhHljma5C6OziawziWxsbIxnn32WqBwxPDhcxLQaY1ZEJMX4irhew9CEbqjMXul55OcvDEOuv/56+vv7i6rtY489hlJqXtW9M851PdCtmtlGo8GmTZuu9DR66GHJ+MAHPsCv/MqvEAQB3/r/s/fvMXZl+X0f+vmttfc+j3oX32yy2e/pme6eRw9nptuwPZZkKR7L14glyDaMa1hygJvAigBBNvKHDTsTIH4GiBX4BgISCyMrhhDdi2vHiYXEsXyvJMvSZMZ8NdnNfpPs7mk+imQ9z2M/1vrdP9bau6rIKrLIqiKr5fNtsIusOrXPPvucs893f9f39/3+qT/FCy+8wPj4+I5tf0RmN8FwOOTMmTN47+/bkLUXbAaLi4ucPn2affv28dJLL933BPw4bAbee9555x0+/fTTpj53qhjyg+G73M6LmGrgQVb3SwHvqekdqYk1tPUPJQzTr/0WKNYY1EFVxXxalKHEpAUJQ1azdpqSkp5biavvwaqQ2YRETBgu8wYxCSEEzMc2Kg201iQMiyGIMPR9cgaxKSzBexdKICREQpWU1JpxvWSeaEKlDmccA3rNI8ho0ZYOTh2F5Ax0BS8eIwYrQSFVFyuARXFxib8eXEtooQilDkKsmCwTanuDhaBOMfBSUUnF1OExXBWGzCTGi6EJ4MB4sAW+iY0IX8WFaTFvw7OW0QqJCerp0aNFRVvuVo4MhoxOGC7bQptXuIBoNfm6D4q1TWSlL5nPb9JfHvD++++T5znT09NMTU3Fl8UDKLPerF5B7QAeN4lcux97QYmsFdEsyzh8+DCHDx9GVVlaWmqC+y9evLhOtZ2YmNjxY7iXPbM7SQRGuAcegWd2J88lexX/4//4P9LpdPi3//bf8uqrr+749kdkdgPUVa+Tk5NbIoaPW5n99NNPefPNNx+oRvdR2wzKsuTcuXMMh8N1w3OTWZu/8sIX+Zcff8S/n78BXqh0zdKOEJfhw5u9VmEtEmO6AtlVEyO5orpqg5RKEp86qYVQguCYa8FceYvMpFixeO9AwKlSRu9s5lOgIsNhog/CSkhICGoopDYNC/u+xJqEMZnEimGFZZRgPXFx+T2JbzePx2kgjyraKL4tCRdMQ+2xpAuNimkwdGUcUUvpc9R4JI2PRgPRT51BfALGh7IDWUvOhMSnTfmDk4qKAgheXe+U4XLOzNgBHCVOClQ0RnRJHP6yiIsWA3GoLZuhuTRJkCqJZFPI6TOgj1dHW8buWtYPhHZrPsgWbQyGivtHvt0PiSSMtceYbs/y1MFnmiGyGzduAPDd7373vkNkNUTtjn7+7BUyu1cGrzZa3hcRpqammJqa2lB1r2t49+/fz8zMzI6otnvVZjAYDEY2gxE+U/j444/54R/+4V0hsjAisxtCRDh58iStVmvLxHA3ldnNtq2qvPvuu3z88cd8+ctf5sCBA1ve7qO0GfR6PU6fPk2n0+G1117bMB/UaVj+FjGBQEmceo9kFQQxipXVYtPmmak9pQJGJBQvhN/ACBQekqjOet+M4QeK5ZXKeTTxGDV4UUoXbAClqbBiMKRYTcldQUmONUJm0jA85iwriwO6+yxOSxblVlBmceE+xEbfaoitatIa4h60yEg0pSIMJ9V7F0oSWmTSpiRnqH08noSkUXYzaVNRUZHjkgpRh0RrgGpkuQpqoZSSysQYL5HooQ1NYMt5j6SdUkifOmugDi9LtIVBGgK7xriBYtEqDqKZAkTJNCFxk/QJarKjQu5XnnCPZf4eKxQMSAlRZynZpre9H0SEVFuNwlsPkR04cIDf//3f55lnnuHmzZv3HCLbLewVMruXlNn7HY+1qrv3nsXFRW7dusWlS5d48803mZqaap6/sbGxhzq+e5XM9nq9EZl9RBh5ZncGhw8f3tXtj8jsJuh2u1sme4/DZlArnYPBgNdff/2BJ1sflc2gjgd74okn+NznPrfpB0o7TvarKkW0ddqohorRuIQeULgwIJYaCYNikfTWfEm9UHhPaiXSrvh9iMvlSorBqVJpiTGQYsEQyWAgdC0SUKFXlXhyjBhaJuyncz62jimt8YTUplQ+qIfea+N9cOpC0gASUhNUGqOBimfIEEPR+GrbtElpUUpOoUNyHcQEAB+X5Q2ptEJVL3mM54r7LIpIaAorGeK1io/cE6wBFusSjLF446ikQFHSboKvIvmmjtoKx9OZApE1/WpqUA3JDmIcmPrARzndhRSHMSbwVGF79f0/xCk7o4UgpGSkksXncfVi5UHg1TGkj8EwzlTz/ZpIbmWIbP/+/YyPj+848dxLZHYv7MeDkkhjDDMzM8zMzPDcc88xHA4b1fby5cskSdIQ2wcp3NirntlRzuwInzX8+T//5/nH//gfMz8/v+lg+nYwIrM7gEdtM1hZWeHMmTN0u11ee+21h1pOexQ2g48++oh33nln03iwtWglFqkTByQUJ9Qs1EeFUYySxMvkrE4vABbCwD+zGbRTSBKoXFTiEIYuZA2IxMzAeoCpB2KBTkgaCMEC9QgVDGMeq6K0JGUqnULEslgskDMg0Zy2yZAhdM0Yfe1TaIEVF+OrCNW7akMBg9a+1BATBkGBbdGhY7rkOmCoA/qyEgP5gzUhIaWgRPGoOErNsRJKCRJSUmlRUlJoH09FXvtvo+9X1ZD4FMVRJUWTEiGqCJZypWRluc/4+EQoaJBAPkP8lwDRwiCh6GCdR7m2I/gESgvG42yOSog+M842ZPahXlNiYz5D3tTjeokDdDFRYKsIkWHZhuruWgJ3vyGytcSoHiLbLvYSidwL+7FdhbjdbvPEE0/wxBNP4L1nYWGBW7du8cEHHzAYDJienm6ew263u+lj3sue2RGZfTQY5czuDL797W/ze7/3e/zET/wE//gf/2OeffbZHd3+iMxuggc5oT9KZXZubo5z585x/PhxXnjhhYf+4NlNm4H3nrfffpurV682g173wzcPH+Zgp8W//Pgdhl5wakA9IhaDkhnfxFuhkPvVqK3QlAbzpTKD4IDSGybShF6VkyZxKTuuvOMVnCdLDK1Oi0KDQinRWCsaNESLoWM6sX624mZxm8xkeJS2tFF1VK4C67lZzgFKIgnB0Rv8rjhw4pCmtDcQ74wMCC1bOQNKX8SfeTLatKWDqjJkQJ8eio/eUwt4cI6O6VJJSZ8VRNcopITBKY0nSJWKyro4ABYyaMXVObUlpm2YHZ+KSm6wKYgYrID4EBmhSbFqOCb4XmsbAyYQzCaLNqrFoiYScN2Sv3QjxbVgEPYxKryhKKNOu3hwVFo2Cm9zv/dJM7hzOXthYaEpa6iHyB6kiWwz/EEgkTu1DztJqo0xzM7OrivcqBMSPvzwQ7IsW6farr042YvKrKqOorlG+MzhT/7JP4n3nn/37/4dL774Ik899RTHjh3b8H0uIvybf/NvHmj7IzK7A3gUyqyqcvnyZd5//31eeukljh49uiPb3UnU2zx16hR5nq8b9LofRIQvTM9y8fYMb/aWUa1drWHJv1SoKgETCNl4utY16/E+FHF92lc6FhKjXO3nTKSCcx6NNgWJ6QdA4IUqwWLAWkITYqc8ytDn1H1VBk8qCWPJOH3fp9ISrwWS1HtiQ7yXVs3wV2qSaA+Q1bYrgZI6LDoosKlktKVDpYHeLutiUCGj97bNGG3TxvmKXIZ4qRjoStBPxYYQf/GREGr8vdVHlcQWMS+Ko8KlJagy6IcosMS0sS5FnQHr8Nbh8FgLXi1Gg9VANAk+XIlJB/H4YzTsgzeh0UJq7uu3RDrTVvAZG9ZYGoA2XVKy0LoWtGUEMJo9sM2g0CFOHT1dZsquv8DaKnFaS4yAh2oi2wgjZXYV9cXFbpHqbrdLt9vl2LFjOOca1fbdd9+lKIp1qq33ftfjvx4GozSDR4eRZ3Zn8Fu/9VvN351zfPDBB3zwwQcb3vZhzkEjMrsDWEs4d/qDwFpLWZZNiPjXv/71JkpoO9gNZTbPc6qqwhiz6aDX/XBkfJIzi8skhkZ9M3UOLILxIb5r6OJJRhqnJyJCYgKBcgSrQSIOc0d0lypYo3jVsHwvniwuyQNoqCHDqWcqm6YrbXpVn2W/zKJbZtmtkEpKZlLEW4rBkHQqQ3BRf609shacwQt4KSkoSCUck7rBC4SOdCm1YlkX4jK6JyGkJBhNyCSlomLFL5KYFIuNGiWktBE0tIepBrZOWPqXmMxqsHgcA1aaYyBeWJ5fptfrc/DAQVrtViiGSMrgG1aamlp1YT+xoKZcPZBRgTU+DY/TVIh4NFFC1pmgTuA+EVzGCklqg//Wr3//BGo/hDr2LEZ7PUy2ayZtHI62rFdPt1NYsFET2cMMke0VMrsX9qM+Lz0Khdha2zw/tWp769at5uLEGMP4+Di3b99menr6savWNUbK7AifNVy6dGlXtz8is5vgQU7oNWnbjSUpVeX69euMjY3x+uuv71i1Y02Sdwp1qDnAq6++uo0PRA2kMqYP1AH9Fo+X8DdiakEo66pvEby1Vc3nIAwwsRrhV2u5wStq8KqUWtGyNmyP1dvVU/vL5RJ96YWUhdgSFgaSYmOD8aSdOoeWSLjaEPMLChk2xNJgY85rgjdQ+iEIrOBC/SwZLWlhSKkkZ6B9HI6KAhP9ni3pYEmopKDUkkpyVKOXVRtaT6D8VVQ7bbMHCRniDJcuX6Iz1eLgE/vBKJUWiDExJixDfIjDUhwmCZqoRo4qCLgkFHJZxZtydT5M4v+cQaMl4V6vBEVpj7fwlYZ2Me4ks1W0WCTNMQ1RZw+uzCpKoUMM5q4M3J0gcFtpIqtV2zuHyPZSA9jjJmyPksyuhYgwNjbG2NhYc3Fy9uxZVJWLFy9SluW6i5N7ldLsNkae2UeHkWd2Z3DixIld3f6IzO4A6pOuc25Hyez8/Dwff/wxWZbx9a9/fUdP7jupzNaDXs899xzvvPPOtrb11Nh48LbWKQaAV6GUmFYa1czCQysqrl6jb1YgQVGVxluptkmjWqU+kUR4gmbo1JNE4hUKFWo7g+I0KO77s/2QQK/qseJXKNXRcpZEDFXuaKftQGdFqchjzJhEcptgNMFLRRH/sz6JS+oGUUPlK5x4KhPir4wKRkyzry1CzW3BEBETvcKhElYQSl+B+FCeANRqaCDmjowJDMrQDVheWWbq0ATdse6qrxYh0zZeHCUFajxmjX8WBXFRsbUebBm0YY3quNpQQ+sNKhVqfGC+3oQBuE2Ip6IkqcV26kGx9a/xDmN4Oo3domRISRGH4x5s+ddRUWlFQU6bVTK7G0TyXkNkV65cuWuIbC8oorA3lNndthlsFUmSkCQJBw4c4OjRo/R6PW7dusX169d599136Xa7zXP4IJaS7aKqKoqiGJHZEUZYgxGZ3QHUBHYnPaiffPIJFy9eZP/+/buSdbgTPt+1g14nT55kbGyMd955Z1sKdTtp001SBjHmSgScAxuvjlXC2JcNPCuonrHutoqSqlHBxEzaGloT5EhqPRoduas0q/4QV8LAkhiJUWEVn+bXaUmKSkgQSLCBjGqFTQ2OqrkfQ0IiSeNfLSkwVM2+dBmjY8eD5uqGDBmieEQh9W3GknESzYInV8qYJDtA1JBpRiKhFSt4iYeUWoWkAaJYTEomIdIqZxBrcpehCpE+Bsv02CxWgk+1pMDjKWXY7GNdHWtJQEPRAmk8WjEH2HhBK8EVCtaBKUMShZU1RzV4b5NNXGEGQzmsSCYsagqcZ13T15A+OcOgStOmRbcpoXhQpJIxYw/cVeKw9rnfLdxviKzb7VJVFYPBYFtDZNvFXvDM1vvwuPej3hdjDCLC+Pg44+PjnDhxgrIsmZ+f59atW7z55ps459aptju1grYRer2QVjLyzD4axI+aXb+PEbaHEZndAYRp+p0ZqFpb+frqq68yGAy4evXqDuzlemxXmS3LkrNnz64b9KqqQNi2Q2Yn05QUw7IXWiYQNGOESi1WfENAS59Q+ZogClbihLuElIMQUSv4mGAQYrmI34/kNg6F+ajK+nqJVfUuJdGrp5IikFwSchypGJJmmixosKjHi6dgGL8XFvhDu1cgtn165G4YyaSnJS2sJhQMEFWGZZ9KFjHR2pBKiJMK0VSKU89QeoDi1aOEiK/6qxETMmipjRoGX3l6vR6mTNi3fyYu1xfNbawE+lqrnaGMocBJgVFDHVgmREVZBTUVVVohiUZVlbC1UlAXj3kCKjmV6qZK6mAlpyod05NTqDh0jZIr0XscKxyafz8srDz+yfS1Q2T1ZPrly5e5efMm3/3udx96iGy72CuK6F4g1DU2O5elabrOUrKyssKtW7e4evUq77zzDmNjYw2xnZyc3NFj2u/3AUae2RH2NLazSi0iDZ/YKkZkdhM86Ml0J5TOoig4d+7cOoL46aef7kpSwnbIbK/X49SpU4yNja0b9KpP2NshyUPnaCUZvnSsFDCWusYOYCNh8hi8CsMqIbMVyRqS6n2tvEps/VqNq/Lx58azqjLi8arQLKqH5955F0hUJMdKqLoNr4sqkEa1iCpV5dGs9p3WA2l2DZWFSkO6gRdtsmY72qJl2+R+wIC6fSu4b1NatKWDEUuhQ1b8MiqejnRJJAltZaqIGsDjxBHIrcOKjd7XYHGYv73IynCRmYMzWCtNkoLBkpFhSHFa4qRiyGAdkTcaFDKvGjNfPV6q1eMa63gtLRwe1Qo1Ctaj3kAukCpQUOEQTbDm7tNOmVeIzyJpXkWLdiDqa3KHdxqPc2m99mnOzs6S5zlf/OIXH3qIbLuo37ePm0jupdatreyLiDAxMcHExARPPfUUZVk2lpLz58/v+HM4GAxI03TXW+lGGGE72I5962F+d0RmdwjbLSFYXl7m9OnTTExMrCOIu1FuAA8fzXXz5k3Onj27Yc5t/fft7G83SUJQlgIYeqVgxNNNPF4lDIdpVFwFKg1NXs6F6ti2VFijjQ3BebCriVj1Ojwm+mohDJM1f4eGuBrvwYTShPr79ZtMRKmosMYimYT2LwWjBkMoFqj9qCJCRkrLdMhMi4EbkNNjmUV6rkft4E1p0TXjCIZcB6z4xeiZDcQxkxYtulgVhr5PQYkRgxWDiInHTHE+pCE441kZLFDanJkDMxhrCMUBLSxp8JBSoJHcBsdqnYGQonhKyhDRJeFJCY8p2Aishsxdj6OoLQrR+mHUYozFZhmlK6LH1oEqrggEof5To17+V1UqSgyW0uRUFFiSYMXYhiq7l1ET6u0Mke3EPsCIzK7Fw5QmpGnK4cOHOXz4MKrK0tISt27dWvcczs7Osn//fiYmJh74ePd6PTqdzmN/nv5DgRHF7PKA1m5v/3FgN3jLvTAiszsEa+0Dy+I1rl+/zhtvvMFTTz3Fc889t+4ktRt5sPBwJPnKlSu8++67fOELX+CJJ5646+e13WI7L+LC10opqMY6WhXySiiMDc1fUk9/Cs6bdQH6pYfEWAYVVOLptFY9T5HrhUYxI3WyFJV6VsoSAabSLAyBicWjWFUshNRYXWNTwOMUnIacV691qoKjUsGoD8vhInFxPqOkJHfRH4shJNk6hARLgqOip0thyAolkeAUbZnV/NmeLgVVNubIWrV06GIwDDWPA2JKzoCiXzLs5UxNTpEkKT76dgtyoGiOWdBvMyyWiiqkMDCICjKE04SJ/tlQ2qAS63BVcTjAh6QGWqGwIaZSWGuxtoMjw/ki5M9GL/JaW0r91RgT7A14EiDRNLyu1Ma83p2HNq+3YNkw8uiJ1Ebq8IMOkW13+HQv2Qwe9z7U2G5CjYgwNTXF1NQUzzzzDEVRNM/h2bNnEZF1z+FWMm1HSQYjjHA3RmR2h/Aw5FBV+eCDD7h06RKvvPIKhw8f3nC7j9tm4L3n4sWLXL9+nZMnT96zV3m7ZLZlDJm1jZczZD0JHovxihoXorY08iqC+kr0vxpjGMT4AiEoponUep6G25kwDGZMqENV73HGYwRWqpK2TaLXVhlPkqbeAMLvIYQgfxHE+MZKEO5BUK94F/ysgmASw4oskZLSMV1a0kGAnl9hQB+vBRWQSBJuYycwGnyvheYMXD/cg2iIzRLBqsVL0EVXWG6W4E20S/T7Q8oiZ2p6GmxIWJC4iB8sCCkpWaTTJSUFhWrMMZPGawsh7cFKGu0FZfDLxjs0MfCr1IJAawucCIoPRgcNH84WizUd1CiSCN57nHNNrufhw4epqip4pYzDiyOTFoqLFbsuEtrdITkiwgpLgDLB5q/v3cT9lLatNJHVqu3DDJHtFZvBXogHq7HTxDrLMo4cOcKRI0fw3jeq7ZUrV3jrrbeYnJxsyO1myvsoY/bRop632O37GGF7GJHZTbDbntmqqjh//jxLS0u89tprTExMbLrd3bIZbGW7tY+3KApef/31+35IbpfMeiCzlpYIfe8bZdbH3IHKGYwBK75Rs8QopqFXGpbb1aNxYKhOO6jhFIwqxghGFEnDWJH3itegDrckw1ORO7du1HTtjH4qGaKhyjXsSyCSxoYPPyNg1OJzZaglhSnJJcfaZbI0CTWvBOLngUorDIbC3QLAkiISqm9btoOopZBQ7xp6DTweR6otMtMi1Yyhy5m7fZ32REZ3shNIIKvxWGH5PxQzDKgtDuH/tb0AoKIIyrTUe1hi6gEwsaAWxYEEm4HE4+7FYzXB0lqXSrB6/KR5naysrHD27FkOHTrE008/3VQhe+fxeHKGSBoospXa6LEeQRXWDe9rK1CCdUJESEl3y5Z7//14QN/uRkNkt27dYm5ujvfee++hYqP2ks3gce9Djd1UiY0xTE9PMz09zbPPPnuX8r620GF2draxno1sBiOMcDdGZHaH8CBktt/vc+bMGdI05fXXX7+nkX83bQb32+7KygqnT59mfHycb3zjG1tq9NoumbUi/N+feYphVfEr71/kw16c6FKJ8VM1OQ3qYPB5ekTC35wPebNIWMrOPWS+vroO1gIjIaPL40NNq4YChswITh1eHQOfYwQKIyRqohcUarLcljaTyTiFH1LogFouXlWUQdTQSlrImJBqivMlquDKkhufLtHKMroHWmAD8fV4Ci3C6JgkdKSLMVBqyYpbwsdyBWsSWrQoyAOd1YpCoe969FZ6tMYyWu02Jk7+11aA2jaQaCCkIas1waypii10iEqUuhFUDUYMXj0OJY3kFSnDz2PTl9U0WCc0NKk5qkB2dePXTF2y8cwzz/DUU08133daUVYhp9dqQnBGBBrt8KhZtbMUPijXLdPCysOS2VAl1+qEytzdUn7vux/bGELbKOz/YYbImovDPUBm94Iyq6oP5Zl9WNypvC8uLnLr1i0uXbrEm2++yXe/+13yPKfT6Wxbmf27f/fv8s/+2T/j7bffptPp8If+0B/i7//9v8/nPve55jaqyn/1X/1X/A//w//A/Pw83/jGN/jv//v/npdeemm7D/UzBUMQS3b7PkbYHkZkdoewVTJ7+/Ztzpw5w5EjR3jxxRfve6J8XMrsvQa9trPdrcAaw1iW8crMES71ruK9RyUkFIgo3iuJ8ZhacVVBo88xdCooQmCwqamVpjVNYQ6sxOZU0YYUWxIykzJweVh892BVMLFp1UHTFNbXHlSexMZpfw+Vc1gTlGNiBW9JQUaLCTuJoiyziFqYOTEJLlgZ8B40JkGID7Wx0T9rfTBISKRaqbTJyHBShZICPI6K0lWs3O7RSTpMdidCTS9KEdy+cWQrbKXFGNYbSi0pJAyAGQlZmnXSQos2hiR6esFIWO53VCG/V21Ie/CtSG6DSqxSrYZ06cavmatXr/LWW2/xhS98gSNHjjTfd96R6xCPI5OMJE2otMBRIN6CA3WN/s4Ki1SUtGjfrzF3Q2h8RKAUw5IhPQTDOFMPvrFtYieLGx52iGyvKKJ7iczC9iKGHhbGGGZmZpiZmeG5555jMBhw+fJlfv3Xf53vfe97WGv5z/6z/4w/+Sf/JD/8wz/8wJmzv/3bv83P/uzP8rWvfY2qqvgbf+Nv8GM/9mO89dZbjR/3H/yDf8B/+9/+t/zKr/wKL7zwAv/1f/1f86M/+qO88847m64kjjDC48KIzG6C3bAZ1E1ZL774IsePH9/Sdo0xqOqOn+A3I52qykcffXTPQa+H2e7D4PhYN9gNVNdQUWJSQCSmcUhszJR4L+SS4LWmbjB0Qmq0Gd4yEsoQQqRUvbGgp04kY5S+YkgZPJ9rBsuC13QVClS+YtJM05cVwGONid6n8FtOHa6ypGlG7gbRmpBSqEPVY6wlI6GSEnwg6+oV5zyqYaBqPJvCWEvfLZNToAoqLjweLBlj9AYrDP2A8ckOaZaRk1OrxCGj1VBX6gpCX1eo6yJUg1c3kQxVR6XBllCYApE8archAsJgUHWgIT3B49EmxSD4m0VN9MmuLU6Ix0yVK1eu8OGHH/LlL3+Zffv2rftZ4YdUWsYWs4oOXZxE+4NNSU0LVU/u81DTq4JzFTfdNabcPtpJZ8vvESWkUYCgsdU5o/2ZVGbvhc2GyG7evHnXEFmWZXuCzO4Vz+zjqtXdCJ1Oh5/5mZ/hZ37mZ/iH//Af8hu/8Ru0223+2l/7a1y5coVvfvOb/NIv/RLPPvvslrb3f/wf/8e6f3/nO9/h4MGDnDp1ij/6R/8oqsov/uIv8jf+xt/gJ37iJwD4J//kn3Do0CF+7dd+jf/0P/1Pd/wx7lWMPLOfDYzI7A7hXmR27QDVV7/6VWZnZx9ou/U2dvKkutH+Psig12bYSTJ7dZjjNBAp1aCeigYFdCbzDHwSkgNQXB3b5QPBtUYbz6evK1dD40EQQlXwJgRRGQnL8LfKBTITfKp4cGiTXgDh6xquSkXFglsgSQJJ9IT7N5FsB+tAxbJfJJMWHdPFSsqYn2CReTwVXh0SG7VQRSzgBfHCcDhgkA+wxpC2ErCCqiejQ4KhpGJ5sEzhwtKj2HpwSzBkhIfh4hCVj5Q0ISHBSkpKgqgJw19+SEUZrBcYUm2RStJU8SqxnlZCrq0SrBqi0Y+rNn7P46SEGKNlNHisVZV3332Xa9eucfLkSSYnJ5vnWQllEg5HIhmFFuTkdH1FZjoIBRUFpRQhGiwmWnR1HOMS+iwzzy0mqxlatBobQv11Y9THyaymGdzhrX6UeFRZt/caIhsOw4XJJ5988tBDZDuBvaLM7iUyuxbOOZ566il+8Rd/kV/8xV/kvffe43//3/93Dhw48NDbXFxcBGg+my5dusS1a9f4sR/7seY2rVaLb37zm/ze7/3ef1BkdoTPBkZk9h6Q6LvcCjYjs3mec/bsWZxzWxqg2mi7EE5gW/GsbhW14lt/iBZFwdmzZynL8qH2s0ZYct8ZMnu40yZBwhCWjY5VBWssvXioVUONbVFZSkDVkJiadgqFEzIblFmnEpfMoUKxeEQMY7bNwBUMXInzJYkEYlMTnZrirCm+DU1SsV1MXaCNiYRIhZogG02AoLIWOgw5AzIIvx/SdGPEllC3jikaPA1GGMvGsCQUvYre9T52AkzXsqTzWCxlUVEWJWPjY8GOgtYBvVQS7AU2JscmMS5LIhP0WtGvEw40kPyEFI+PBFYonaOSKvh0xTSPXwjkNRhYfRiAo6wPTWxJs5h4evHec+HCBZaWlvja1752l99PY8xYZjNSWuAcfR2w4G/TooOa1fdVeCSWNHp0k3ZC4g3LxTJ9lskkC/7aNe/FjTJtwzFZ828jsXbYkLF7VaSb4XEUN9w5RHbjxg3efvttbty48dBDZDuBvWJ3qF9De2Ff1qLX662L5nr++ed5/vnnH3p7qsov/MIv8If/8B/m5ZdfBuDatWsAHDp0aN1tDx06xJUrVx76vj6LqKMdd/s+RtgeRmR2h2CtJc/zdd9bWlri9OnTTE9P88orrzyU96o+ke70ENjatq7BYNAMer366qvbIs07qczeHha0k4S8yDGVUlnBi2EyKxlWllJjua0IuZo4+EX0bAZbQmLrqKl4UpJQW1sCRaFoGnJijViSpMJ7DTNHDS+8e6lcCVP0CQkqIXFBokdWNNAkESUxYYG+IuSxDv2AMTtJy3QQhZ5fpiAPJFPCmFM92AZCiy5qPNk4pOPjzT6pV4blgMXrPSamx/HegfVrHmfQHC2WNl2sGHIN5QMVOVX8eUpKKi1STeOye4HHU1FSx3jZMHGFIUXUxBivEqEiqathJTSRSVRoA4J6W1YFb5w7T1VVfP3rX79r+KhOZDAiWAIR7SaTUBp6rFD4ISktOtIFgSpaQAb0mouMxKRMpTNUWpHaoCbXwzu1RWetylYPOdXvAdVwsdNlHPkDZjPYKkSEVqtFkiS8+uqrDz1EthPYS8ps/XrZS+j3+zuqmv/n//l/zhtvvMHv/u7v3vWzOx/7436djjDCZhiR2R3Cncrs1atXuXDhAs888wzPPPPMtiaVd2MIrP6wuHHjBm+++SZPPvkkzz///LZPVDu5r1/cN8XtxUU+unWNpw/u451U+XC54uYgIzWQl4r3QiuDZZ8xnpZ0Um2upAWovKA2kB6vRD1UIqFReq6kVM+xziQT0uXaYJGBr8hMbH6JvtK1hyXYQ2NkFClEL6lgwCqOIhYHeFrSYUzGWPbLOC0DgdU8Dp2FwbbQGmZZjelycVhsgdRnpJLSki4t06ZyFQvD2yTthAMn9qFVTDPoe3CQ2oSknWESg+LDUFPM6g35slm0E0QFV4tQtEBtUQgKbSYZRhMcDgNNBW49LifYoC+rxWn4nooDcUhsCvNOeefiB4gIX/3qV++6SAqPtIzUOlnnse2m45jKssIiRSTiCWm8WPGxMHjVMpEkd4fNr7XoOOfCIGEkt7CaitAogSa+bv3eKE14HPtQnxceZxPZXiKzj2P4634YDAbbshSsxc/93M/xv/6v/yu/8zu/w7Fjx5rv15nn165dWzekeePGjbvU2j/oMDyCBrBRmsG2MSKz98CD2AzqCC1V5b333uOjjz7iS1/6EgcPHtz2fuxGcUL94XP+/Hlefvlljh49uiPb3SllVlX59KOPkEvv8aQqX3/6Kb7eavF333ib5VIZDByLSxWVV44eTEgToXTQTlg3tWXiVyRmyoqiHioV2ib4YvPK82FvgUQgEdMkEbhYGaZrSJbGfRMvGBPsBc0tJCyvR/MBiaZ44xhqiUXwEuwEJRWZZHGoTPFSk7qgAiWkoYiAAkdFoiklBb1qhSIvydKMxAbyJlmGxeDSEl95nHcMiyGJWvBCS1p0snESsVRSUvqgvno8ZbQU1ANgqSZUMbFgqKGpzJJg6+EvVlVfweDUUQVzB0Cg4xpIbjnMuXL5I1pZm8+99LkNyYmjQFEs2YaDV+2kQ+VKCgbhsSKkZI0dQqOK7NRhSTYlVGstBk2WbfzjnKMsg0XCa8jLNY/htLgXyOxmy/tbHSLbv38/MzMzO9JE9riPBewdUn0ner0eTz/99La2oar83M/9HP/8n/9zfuu3fuuu7T399NMcPnyYf/2v/zVf+cpXgJA5/tu//dv8/b//97d13yOMsBsYkdkdQpIklGXJmTNnWFlZ4bXXXnvguJTNsNNZs/WgF8AXv/jFDZvHHhY7QWbXDqJ97Wtf4/Tp03jvGUtSXp46wPduLHDx4yWuXx8yOW45fCC2TJlIq2olVQIhrb9nJGTWmjjVVcbrlIow24T18eLFUCgkJoxOteI2NCq19ees4tE42b9aP5tQkuPU0WeF1Gd0TJuO7eKdsqQLqHcUMkRMtElorU3aQCpNSulDSUGFY0gPU1mWb/UYz8bpjneptCJk3joqccGmkFoyaZOQMCwGVOpYLpZZGiyRZRlpkmBTG1VN22TMqnpKzSlkCGsoayC6KS1alJT4GPcFq5m7dQOYwYaCCBz9sk9eDdh/aD8HJo9sSExqZZpGI94YXTNOSkbQwYPJIWfQ7IFALExoxvPuiTuJ7eLiIu+//35QpYpQS1xQbGhH2G08bgK31RSBzYbI3nvvvR1rItsLJPJRZsw+CHbCZvCzP/uz/Nqv/Rr/4l/8CyYmJhqP7NTUVFPI8PM///P8nb/zdxpP7t/5O3+HbrfLX/gLf2EnHsZnBiPP7GcDIzK7QyjLksXFRWZmZnj99de31LG9Vezk0n1RFJw5c4aqqjDG7BjhrrFdMluWJWfPniXP82YQrd5mYoS/8PwRfuqZg/zlW2e5eg2WexV5riRWKCptlFkf2CfGSPS+Ki4mp4qAc5DEzykrGiK+vMGJYiRkrXqFTJJmiSm4cMMiuzolMSaUIKiLsV+hLKAlLTzQr3pUvkASQ+6LprlLxNTsOAySxdSDMg5oOe8QhI6M4dXTK5fJXc7YTId2llFqESwNQkM6FcVIIMQVjjRLEYSkFfJZi6WK6zdvknQt49NdsqxFmVQkJuSs1gUKqaQYTZpkg/DVRWtF8OVaLBltQELVbKhbAFHKqqJyBa1Wi1a3u846sBYSt+NCzxqySSyWN8Gf69XH8ocq0ueElFbzOyIPTjrm5+c5d+4czz33HMefPE7JAPVAaTa0I+wmsd0LauTD7MNmTWTbGSLbK2R2r+zHnRgMBusGwB4Gv/RLvwTAH/tjf2zd97/zne/w0z/90wD8F//Ff8FgMOCv/JW/0pQm/J//5/85ypgdYU9i771TP4Ooo22stXz1q1/dUSILO2czWFlZ4fd///fJsqxp9NqNwbKHJbP9fp/vfve7GGN47bXXGvXhTrtHai0nZ6axBAIZ5rSExJqw4K+Ns4BSLS4mHgwroR3zZY1ATePirxNyawEft4NQqMeropFMBQNBiN/yXkOJQnAPUGrFhEwQIg2UNElBlKEPTV0aEwDU1z1hwe/qozqpKF49YzJBizaVVvTyYC1IsgSS4BetQ3YltpdVlDiqSD4dFkMqLSaYCrcx0J5JOfrCIfYfmSVrZzhfMVjpc+sHt1i+1kfzcHyH2qfPCgXDOLjmIWbehuEojVFaQ8p4G0+FAIPlIZfevoJWSXjNUsYs141hCa1bEi8TNkK4X0tCRosOY4RjA8KAPj2WyOnj9cFec9euXePs2bN8/vOf58knnwzmCUlITEqr1SLLMrIsW5cmUlUVRVFQVdWOe9j3ApndbopA3UT25JNP8uqrr/JH/sgf4emnn6YoCi5cuMDv/u7vcuHCBa5du0ZRFPfcj71AIveqZ7bf72+bzNZJNnf+qYkshOfz29/+NlevXmU4HPLbv/3bTdrBf0gQifMTu/jnQd92Tz31VLNytPbPz/7szwLw0z/903f97LXXXlu3jTzP+bmf+zn279/P2NgYf/pP/2k++eSTnTpsjxwjZfYeuN+JvQ6Bf++99zh+/Dg3btzYlZPwTtgM5ubmOHfuHCdOnOC5555bN/yyk3jYbc7Pz3P69GmOHj3Kiy++uO7Yb7TNlw5O0LGGnquoXCCWpSdYAjRmvQKlNywWWXOymPB5VEIV9YLUMV4NAZagnsZF8BYmVuUGpbZ2yeKFJM3ITEYihoH2KX3JTW7Slg6ZZHSSLkvlCpXLKagg2hRCWUP4XyoZbdMFr6ywTEnBgr+JJaEclgx6ORMzE1hjAqkGEI9gUNFV5VOENl0SEpyUVBoW5FNJKKI3FSUkLIjBJ4q2PZ12RV6ULPTmMbkhMQmttMV4exKDpWAQEhbEN5QzDKgF/6olRRXm5m6w0l/mmReewmY2kH9x5LoCjIXhrTsgCAmtxrqwEeqK3KpJUYi1trGpLHh61w+P3Q8ff/wx7733Hl/84hfXDdLUfuD6NQerqyJrUxFUlaqq4mHfGdV2JxvAtrMPO0mo7xwiW1pa4tatW3z88cdcvHjxnk1ke4HM7lWbwWAw2Had7QifbXz/+99fxwkuXLjAj/7oj/JTP/VTzff+xJ/4E3znO99p/n1nAsnP//zP87/9b/8b//P//D+zb98+/upf/av8qT/1pzh16tSevIi7H0Zk9iHhvefNN9/k5s2bfO1rX0NVuXr16q7c13ZsBmsJ90svvbRu0Gs3yOzD5Mx++umnvPnmm3zuc5/jySefvOvnG+3nR/MDKq9Ys6qMihhKr1jx2GgnQNbMgyl8vJxhREktjKVlSDfQVQ9oaNiyaKzQzY0n8eHK3IcfxjzZsOStkuBRurbDwA0oKwVbkJiExXIJRxVjZD1GTfTJhg9Ka4PvttBhaAcjpSJkwOaDIcVCyczRKZxUlOqC31fT5gElZGSSUlBQaUGPRRLJMLEBLSFFgRQT9hVtCCFEMpmltFtjpJqxsrJCP++z0FtkKVmi1W6FP0kba1LqzIWSPBA6Spw4+r0ekilH9x3G2gSjBksLpx5PSEsw8bc3fM3cg4h6CTYHNPhzQ0hYq7FWBEX6/kSwJvMffvghH330Ea+++irT09Prfq44VDxG1+/nWmILq+kINcFdm0f6oMRW8ThTMntgkrLY2VWSB8VukkgRYWpqiqmpqfsOke2VnNm9QqrXorZybFeZHWHr2Iue2TvTLP7e3/t7PPvss3zzm99svtdqtTadh1lcXOSXf/mX+Z/+p/+JP/7H/zgA//Sf/lOOHz/Ob/7mb/If/Uf/0QPu0ePHiMw+BIbDIWfOnAHg9ddfp91us7S0tOPEsMbDKrPee9566y3m5ub42te+tu7DezvbvReMMY1qdT+oKu+//z5Xrlzhy1/+8qZxMxulShydbDGWCfO5cPVGxeSEpX0EUrvGLkAdo7UarWUM0Q+r5M6Q1XFMdb0tYFGMsVTqcF4ZlIE0t6xgJVAv7z3eODIyWpJSSkHLtsh9jtOKvvYQLOpAxIKE1APnHdaEAoPKVyQ2pSMdkBDllfsBvarAZDB+pI2XKvphbSyWXT21enF1VUEYQlNPpRVdGcNiAsldM7SlgJFQoxCU0uBbVfUM6ZNOWKYmJlDGcZWjKioW55ZYvPEJ0/ummJyeojvWwtgw6OVwFIMBy4s9Dh84TGZbMdshpByEKLAOjoqKigQ2JbSbwWiIPrMaaHTYcsGQARoThQNp101JsaPEq/Lhu5eaocI7veKCYDTddBulD8viqcnuGiKrM23XElvYuKzhrn2TClWlPdbCmK29b3YLj9LqcOcQ2fz8PLdu3eLdd99lOByysrLSENz/0JvI7sSdpQkj/MHB0tLSun+3Wi1arXuXuBRFwT/9p/+UX/iFX1j3/v2t3/otDh48yPT0NN/85jf523/7bzfpSqdOnaIsy3UNb0ePHuXll1/m937v90Zk9j8ELC4ucvr0afbt28dLL73UqDXW2i2TuAfFwyiz9aBX3TzWbrd3ZLv3w1bVXucc58+fZ3FxkW984xv3HCrYaJuJtUy1M7AV125W3FxUJjvQ2h8oU2Kiu1WIcUtKpeB8JKMCnWR1sKv+yFKF0nvaSRqUOgUfybT48IHvVLGANZ5Ft0jbtsg0pWXatGybpWoxDnH5WEHrGookxtKWNkYMK7pM7ocxWiqQ2eHKAGstSSeQzaAah8zYgjwMaMU9btFqSKmXQEidlvR1mUTSqDZqQyDrzFwX/7OS4KliRFid2hrU3GHSwySGQ90xDh85SFk6XFUyPz9PVXrEW2wHslbGgcP7wHpy+gjRphHV4TCkZUPCA/LAZNaLw1NSMgCVJlasVnrDKFiG2WQAzFPhvOOjjz7m5q2wirIROVIUL1XYQ12/rdIX9KplMpORmvVLdZuptlu1I1hN8eL4waXrtFpt9k0/0OHZUWw1zWCnYYxphsSef/55zpw5Q5Ike6KJbC8ut45sBo8WEiMdd/s+AI4fP77u+//lf/lf8u1vf/uev/u//C//CwsLC+v8zt/61rf4qZ/6KU6cOMGlS5f4m3/zb/LDP/zDnDp1ilarxbVr18iy7K7K+kOHDjXJFp81jMjsPXCnSlEvhz/33HONAbuGtbZZdtzpk+2DKqjLy8ucPn2ayclJvvjFL256Qn5cntk8zzl9+nRjSr/fledG2/zjnzvAN5+b5Xeu3ub//e6nvPODnI+uVuyfVqwJZFUkVAHUzWBJNKuKhO8VDtq29sFKY8QXUQpfYETwoo0qXPr1hQwJCZXzrPicscSAFhRaIEZAYwmBj4NaEtpfw5J/0BdTSYJmqSXihPkfLDI5O0baTXFaRW+vgUjeEtJAer3iTa13lgQ/b/CQiljQOCQW0w7qCKyQkRA8whZLWzpYTepRtOizLULaQ7QlCIaO6dBuR9Lcdaz0VxjkYegqSSyVK6kqR5a0SG0WhtzQSLqhvlzYqq91vcoa9jclw6NkpIBSRtW50pyKEssERta/zj2O3OV8fOVjFm4u8bWTX7tnc5WKv2sOrfIVQzfAiCUz91cI71Rt72dHwAQSfejYfly5ux+Y98NeGEKrh1X279/P0aNHN20i279/P7Ozs7vaRLZXPbP9fn/HU2hG2Bv4+OOPmZycbP59v89GgF/+5V/mW9/61joL4Z/7c3+u+fvLL7/MyZMnOXHiBL/xG7/BT/zET2y6rb1wDnhYjMjsFqCqvPPOO3zyySebLoevVWZ2+gT4IGkGN27c4I033lg36LUZdstmcC8yu7y8zKlTp5iZmeHll1/ekvKxWXlFai372yndTsL+iQLKCucM1oY0ATHE/teowEpYmLY4LIHI1uRWJKitpYfUhH/XKq6aSK1U8bVdASjjBLBIia8cattYI6gXKvWIgBXAxOEpVVQsWcySFW8Zao+erjBgwPjRDiY1VFphEKza8Dji21RxICFT1eMp/JC26cZBrBCnNWSAF8VptcYZG8hkSkpGiwF9Kip6fhmLjccgZstKgsWS0mZAP5Lcoonl8r6iKIdkacbkxBTlsGB5YYXeSg8Vz+T0RPDZtlIS0yIhi8Na3HPQq4bDUZc1CILVFMEEa4EfAn3EmKYlzcaM242I8rAacOv2HPkwv29NsyBY31q3HaeOoQ5AoGvHSOTBTpdbsSOodUCdmPF4yexe9Kreb4hscnKyUW3/oDaRrYVzjjzPR8rsH1DU5SRbxZUrV/jN3/xN/tk/+2f3vN2RI0c4ceIE7733HhAa3oqiYH5+fp06e+PGDf7QH/pDD7fzjxkjMnsflGXJuXPnGAwGvP7665t6ldZG+NzrQ/NhsBU7gKpy+fJl3n//fV5++eV1FYTb2e6D4l7b3ChRYSu4F0FeqgJROri/w/UPl0AzUEiNIxWlEoPzFhMHqKx4vFq8KKX3ZBach8zGKTAxeAJZFQNe60X++L2YlACw4nJSMaQGSudY0mFQI6MCm0SlMJGUVFJWqh65Flgsuc9BhKrMKYsK204wEuVbCUSnpIzq5qoy2zJtUjJW3BIVFQPt42y4fUUVYrSo++SjJxZt1NchfWLILR6HwdBhrKnfrVu9PIoV03hjUfBD+OjyJ8xMzbDvyAxeHEnHMtOZYubgFOodZVGxstznk8ufUg4qpian2HdolvZYGCK7FwJBrVg7DuGkwIvDuVgSEZ+HFp1YlhCsBHeOUAyHQ9577z0OPLGP5z5/d5204im1oNAS8KQ2DYq9piSaUUenGTGkpk0i24vb29yOYKjyig8uXubAgQNMT5S7nmm7GR6XzWCr+/EgQ2Q70US2F8lsr9cDGCmzjxCG3c8wfdjtf+c73+HgwYP8+I//+D1vV18A1rygjhD91//6X/Nn/+yfBeDq1atcuHCBf/AP/sFD7s3jxYjM3gMrKyt873vfY2xsjNdff/2eJLX+ANpppbPe9v1yGetkha9//etMTU1tebuPymZw5coV3n333bsSFbazTYAvz07w//v0Kj53vPD5fVS+wnlP7gzdlqOKT4dC0CDF0/cJRiGLw2KBxAbt0Iqn8kLLBiJLPUB2h67oASkVm4VlcBWJ0/tg1VCKx3vFYfFa4USxErYy9AM6pstwoaDf6zNxeBw1tRkgENgwrGWQGJg7xiRiBYfDMyC1ad0MQekLMlpNrFTwVYS9dHHJPoROhfzZhDSUMbBMRRlSEMjWKblWbPTjGgodUFWOfjHg2LOHaaUtKimaWzfqqBGyttJpj7Fv/wz5sGT+9gKfXv8U9cGWMT0xw/79++/KYtaYkquEga5aITWaghratEioyBlQuoKCvPESt6SDk6qJ/+r1eo2vff/MQUrNWXLzjMkEmQ3Ldt5UDF2fSissKSmKxOLe8MAUS7hf84CK7FZQq7ZVVXHhwgVEpPmgedAhsp3CXlJmt7If9xoiK4qCmZmZRrV92Cay3bQxPAz6/T7AaABsBLz3fOc73+Ev/aW/tI6brKys8O1vf5uf/Mmf5MiRI1y+fJm//tf/Ovv37+fP/Jk/A4Smt//kP/lP+Kt/9a+yb98+Zmdn+Wt/7a/xyiuvNOkGnzWMyOw9UFUVhw8f5vnnn9/SyXWnyg022u5mZG4rg16b4VGQWVXl7bff5urVq5w8efIuw/lWsJnNAGAiS/kLzx3j/3X5Y4YlJMYwPyzpZo75PKFygjGQV7C/7cm9xQBOhdyFDqpKDYl4xiwMCbzW10qfhIYwJFhREVldNreEeLDgIQg+2oZ0KJWGOlznHJlJ2Z/N0nN9+r5Hv1wizWBichwVbbxKBtsQWNMMPDlWWCJxCanNaEsHg6Fluqz4BVClkLzeXajJcPxqSejQoZSKUoumDnbVlRruvy1jmOjpdVpRELyiVVkBnrGxDtYm2KA7R2+rRoJdDz9Gr7BAq9Pi6BNHUFWKfs7ctXkuX77Mm2++yfT0NAcOHODAgQN0up1Q0IAnob1uqV/xeCnJNQ/5sjESLESPWVoyRiJpo9IuLi5y5swZjh07xrPPPhui4tSTV8sMdcBsdoCWbWPU0pVxvChGg92m0JKWseFaIA6w7Sa5q+uvjTGcPHmSJEnusiPUf2C9bWE3yO1e8cs9jCJ65xDZH6QmsrXo9/skSbLnSPYfZNQ+7t2+jwfFb/7mb/LRRx/xl//yX173fWst58+f51d/9VdZWFjgyJEj/NAP/RC//uu/vm7Q+h/+w39IkiT82T/7ZxkMBvzIj/wIv/Irv7Inhx63ghGZvQdmZmYeaDlnN8nsRtut/afT09O88sorD/wi3I39XUtmq6ri3Llz9Pt9XnvttYf2ed2PdD83OcXPf77L7WGJU88vXbzMcg6txAfa6SEzynweBrGSGNXl1LJShWOWO0erW+E8eFWkLihYu3zd8FvBxMEqY0yzvbV8WxUqF3yzSRJC/2+X8wgGlytYMFkCavA+LOuHQTWHMRJVRyGTFgVFQ2pD+5VSMMTH4oB6v0zcs+ALDqS9oqQip49D4mBWShoVWkuhJUN6OEpWWCQli2NiYfhrZXmFYT9nZnYqvr6ESiokktfaCxvuzyJqARPsAdGkYMQyMTbD1LP7eO7Z5xgMBty8eZO5ubmGaDz74omgNmWGTFYvyIJXF1JpASWpyWjrWGj9EkepQ5xWZNLi9q3bnDt3jmeffZYTJ04022ibLt2kYKVcoq9LOF+iQKVl1K7BeBNb2pRxSdc/7xugoohpCg934q+HINvt9rohze2mI2wHe8VmsF0SWTeR1W1kDztEthcHwPr9Pt1ud09cdIzwePFjP/ZjG4o8nU6Hf/Wv/tV9f7/dbvOP/tE/4h/9o3+0G7v3yDEiszuI3SKzGw1q3bhxg3PnzvH00083CtTDbHe3lNnBYNDEgLz22mvbqvjdyn52koTDHWGxKJjIDFcHKcuFMp46jFVKn2BMaP2ayKrVFi6tV+sNl1cyEuNDwkFSksYWsdwbDGHpMxWhLcR8V6FSpRVJRV56ElMH3IKNmbb16SZ3BVooxhmSlqVUh2MYFVQlURPqcX1C27RIpIXGHNKCISWeFb9Ix46xSiMBDd5YL3XLmGncpQkpFRUOR0bw7jocuQ4Cwa13NsLj6DIJKNfmrmHaMHtwmsQmzS3QkJpgsRhNqDRsv6QAYsVv3KaLBoKMVYLa6XQ4fvw4x48fp6oqbt26xfzcbfKiCFaKoaeTjTG7bxabxBQFyhBd5vtRCfZ4DVFaqcD1G9d568JbfOELX9jQLz6ZTGNFYpNYThXrb+twLzEhe3ctkd4MwU1b4XFkPPjy9WAwaNJGXnrppXsSpjuHyNb+2Wk7wl6xGew0qd5siOyjjz5aN0RW13rutSaytRhlzD567MXShBHuxojM3gMPemJ/FDaDtYNer7zyyqYNH1vBbqQZiAhlWfL7v//7HDp0iM9//vPb/kC4H5lduyzbTRL2tTpcH/QAR+EF8WCNYAPzC7W0CkaDoprE3Wt8tUDuIDW1zzYQNAc4hMqnWIGOpAy03xC3UNgQvZ6EZATwwXoggdSqVUiVyjvEhGYwxEZHq6X0FQWOSj2JyUmMIZOUrk4y8D2ccVRaIRqIZ01qvYQhKBPTYtu0Y3ZqIJ8lBQUDKg2KosXSkjDYZDWh1IIBKzgqlplnsDAkGTO0O601Ga4S7yOkB5Ra4nQQixJ87OeyYexM0/B3KXEUDFmhzXhMT1hFkiQcOnSIA4cOUGpB6Yd4VzEc5MwtfUq73SZJEtQo0cKMEUMWW8BKCophzs3FG7zy5Vc4uO/gpq+Tjp2gYAgqdDU806H6t8J7x4A+apSO3JssBJ9wtuqvfQDUft79+/ffVdt8P2yWjrC2are+Xb00+iDvvT8oyuy98CBDZKGlb28tufb7/cdWIjHCCHsZIzK7g9htm4H3ngsXLnDr1q0HGvTaDPcbLHsYLCwsMBwOefHFFzlx4sSOKD338syuJbLGGKwI33riABNpwsWFBXo+RErVtw1/jXqp1H7RYAvwCjYBp0qWGESCN7aZp9KoXlllIuniBSrfYinPyeLvoZ6JdkqFkiSN+Es9hm/FQrXqU0UMTspAjIyu0VuVCTMVpu59SUVBpUoCOC1jtWudGmti05lH48jXkEGzzwYho0VJjsetRnlpEXJlkajoWpzX8JowQrcz1mTVrun8XV2aJ0R5pRoKFyAkMFQa9E9LwphMMgQcBTk9WoytI7ReqlBJqy6kQJgETQ1ZK0M99JYGzN28zc3rN0GFA4cP0DmcYkyOJWGQD/CV5+DT+zByL/VeUalwroqJDVWIOtMQ/1WQozhaujVl1lHiY7XuVrG0tMTp06d54oknHijNYyPcz45QE9sHsSPsJTK7V5rIqqrCOfdYm8jWYmQzePQI2eO77Znd1c3/B4ERmd1B7KbNoCxLvve976GqDzzotRl2MppLVfnwww+5dOkSSZLw1FNP7ch2YXMFufYQ1h/C9Qnn2HiHPz/e4V98ZPi3c3OoD/FbGImKZhXcphqGt6xRSmdITbAJGIFhqbRlNZ6rLl9IUiXXgiUnTCQdpuwYpbSYrxaDtQBYKHLG0gRVsCKkSFNB4FFsYlAJnlQU8FC4ksJVdDRDxmCoOdfL67SlHfJqjSWTFO8DUaxbsBJJY5ZtTF5Qj4qSkWGjgurFxeza0PiVM4wDVGGYK5GERFOG5YD5pXlanRadyRaOqon2qo9tEm8PIbYr1wE5wzUEtabXJqYchOivASGpIadPi25ze41GBIiKp6Y4Bc8QBCamx5icmeDYk0dZnFth7uYcSREITzmsGPZyjhw8AjYMcm3+IvKUvogaso+5BVmwGdiU3A3CAB9btMOI3lWwcC8sLCxw5swZnnrqKZ5++umt/+IWsRMVu3vFZvC4lvfvHCL7v/6v/4vx8fG7hsj279/P5OTkY9nHfr8/shmMMMIGGJHZe2Cv2AzyPGcwGDA5OflQg16bYac8s7VifPv2bV5++WUuXry4A3u3iprM33mf9Yf2WiK7FjNZgrpQoLDKPLQZ1ApL1qH2VjGU3mBDZAEtKyFlgNVYLu/j8BjCwBWUGhbYjXhMtBGEwTLolY7JNCWJ9WNWoSI0TDl1iG2mthAVrLGQgnMet1Jhs6DUFjJkOp1F8RSao+JCw5bUrV2QSYs27TDqpX0qX6KGOKAUSS6elBTIyBmsSWxVCp/Tq1bo5306E22SNIm7Flu7NJQuJKQgRG9sOCpV9I4CdOhiSQnJuKvESBDadCkYRoV2ldCKpgRHchhsclLFtIiw/XoAzEjCgQMHOHjgEHk15KOPr7C81Ke31OfGh7c4cPgAszOzdGeHG1/oeROzaR3j9u6BH0OIPcsZkN1HbRWERNdEod0HN2/e5I033uCFF17g2LFjW/qd7WCtartWqb1ziOxOO8JeSDPQWB7xuBXi+jgcOnSIffv2rRsiO3/+/Lohsn379m1rJuBB0Ov1RoUJjxgjz+xnAyMyu4PYDQ/q9evXuXjxIsYYvvSlL+3oh81OkNm10WCvvfYaZVnu+FDZWptB/WFXH+fNiCzQFBig0vyeGMVEkqoqeA2EzopvXJ+oksdCBRP9srXXdk10ALl3JCaQ4yj8hmV9CaS0FIfNkjgwpbQwkIR9qbyPNgfw6lFvMAKdtEu33aFf9cj9kArHjcF1rLckWUKaCTau+nsJg0h9v8KQfpPP6vHgK4yx0VJgQ6yVeKpY2uC0otQhlTFoCctLy3THumTpKpELJFVB6vxVv053tRK8sQOW8Xj69CJ9Dqf/RDPaslpP26LDEI8jJCi0GaOiwEmJ1YSY3htituIFh9cifD/klVG5isuXL2FTy0svfYHMtun3+8zNzXH1B1d5+623GR8fb2K/JiYmmtrYUofkVHj1tO4Y9JqSWQb06Zj7q14aNWZB7jsAdv36dS5cuLDpYNpuYzM7wp0+WxHZE8ps/T5/3GQWwrGqj9vDDpHtNAaDwYjMjjDCBhiR2fvgXn7NO5EkyY6RWVXl0qVLfPDBBzz//PN8+OGHO36C3K6SvLKywunTp5mYmGjiheqlzZ1ETbrXDrzU378XXpru8BufOHIJeQF1ba3XENflFXKFThL8oIUD40OZQttG8haJKBLsBt4rJoq9TVOuAHGx3AGiikFIkvBBKKLNlbcViSm1oVUrFBRIGAyLta25SsiSrIe+rCCFwQ2rQCNTwYiJA1ExIswLmWnRsm36rk/OgCKWC2Q2DGPVBDGjjYjS0x5VUbIy32NyZhKbyZo2rWCDqJfljVoSk8VH6QOh0zKozU1Hmo//FsaYiDFiUMoANBC/Fl2G9PGUFPSxZCQa48A0XJj4SF6DtSNcbHj1FGXOu+++S3e8w7EnjzT1snUM01NPPUVRFNy8eXPdQM+BAwd44thhupMdjLjG37sWmW2vS1y4NwKdN/c5ff7gBz/gnXfe4Ytf/OKGFdiPA5vZEfI8Z3l5mampKYqieKRlDWuxllw/bmxmd3jUTWRrMbIZPHrUpTO7fR8jbA8jMruD2Cll1jnHm2++2Qx6WWubTuWdxHaU2Vu3bnHmzBmOHz/OCy+80Hz41MuVO7lkWe/n2kGvrWx7pt2lmySUlTYqaCrKSplEkgqp8bSTHCUoo8Ef6ym8MKwMzisnxpWSYCGoVEgbhbIeLAvUz+LxGsoU1EDlPYnYGPxvMLpqRQjHqR4uEyrvUa1ITYeJZDwMfanDkOAoIFOSVoI1gUh5v3bIx+BMyAwoXbAAxDoIHBX4Fplpx0CpKloDPN45vHom909i4uftaleYJWn8slBKjmqod62VVoMlEUtHuwiWHkuU5CjKgBU8ngmmMLp6mhGElIyCijL+35KE+62HzUQRjam5Mbe2yktO//vTTM9OcfzJoyAW4n6sRZZldw30zM3N8eabbzO9bwLbThizE+zft59Wa+vDW3dC1/x/I1y5coUPP/yQL3/5y8zOzj70/ewmaqJWVRXnz59ncnKyaefb7UzbzbA2keFxY6s5s7vdRLYW9QDYCCOMsB4jMruDsNY2HwAPizzPOXPmzLpBr8Fg0Kgoe8Fm8PHHH/P222/z+c9//i4P4NrlzJ1SJOq4rzoq50GOwZ9+8ijvLPUoXMnFpXlyBzWzDdFYjluDJERvaSCG40mFQ3BYRKDvC4wEm0HV1OAKiA9fmyVxIbFhMKjS4EVcLV5QRFY/GFUVp2GwKzghws8LHbJYhuEuEcuYHcP7Diu6QqUVic+QRJpq3CbP1TkWFhZJfUa3M0Z3fJySgiED+rpM6YcYSVBVEkkY9AcU5ZD2WDfkwqqJ/tTwemhU5nrZH6XSksy3SWwalFiBFimJBA/qhJ9mgZs4KhSJHt1gMyjJY8JCTQCl+ZnHx2G0JOyHrvmpeCqXc+PWHLP7Znn+hefwUrHWzbyZqrF2oAfjWM6X6PX7XP/BHBffCkvDBw4cYP/+/YyPjz/A60obn7C9Y2CsHoT8+OOPefXVV7edOLLbqPOgp6eneemll9ZlrK61I9QX6btNbPcSmd3NJrKHHSIbkdlHj5BmsPv3McL2MCKz98GD2AysteR5/tD3VUf3zMzM8PLLLzdkcDcIIjy4kqyqvPPOO/zgBz/gq1/96oaK09olzJ3YV1Wl2+2ytLTEv/t3/67xQs7Ozm5p+1+aneZLs9MA/D/fHvCDfkHpLSIeg1KpxUr4WlPPa/0Wk5mj8oEyLeZCYgQfB34yr03l6ToE90LIsTVQek87SRBgWJY4o7RNbT0w2JrYSchO9RoG1QotSCVjXLohy1Uq2pIx9EMqcaS6+rhdHLRKEsvEdAdfOfrlCkvzi6RpSpYlaBqawMboYEmYu3UDzTzt8RbeBOqZqG1iywyWjHYoE4jJsZUWVFJRSo5XFwaHAF0Ts2WNZUYPsKi3w7GN1RIVZZOJa6j9t4aK1fawUIzgUKnWUdOqcizML9ButTn+wlMgSt1O9kDLf94wnk3SSrocmjxK8WzRtJB9+OGHZFnWvLZmZmbuSTIEEy0J6+9bVXn33Xe5du0aJ0+efKD2wMeBfr/PqVOnNsy83Yl0hIdB7dt93DaDenVpO+ewezWR1UNkNfHd6hBZv9/fM5aVEUbYSxiR2R3Edjyo169f54033uCZZ57hmWeeueuDBdjxEO8Hieaqqoo33niDlZUVXnvttU19W2s/ALeLekBlamqKP/pH/yiLi4vMzc3x9ttvU5Yl+/btawjIVj4I/h/PPc+vXfqEtxZX8CoYrcisUHhT8zhEwWGZH1pElMwqvUqZyFxQDAWGldBOgnd2/Ud4uPDxgFGlVzqmsxDHldiwZF/bE0RDKJVFQQUj0jR3KVBowbxbiF7fUE/bpUvpczS2jFlsTOQKtgcMjHcmMR2Ld57eUo/h4gBtKVk3YcksUA0c0hWyVguRkFcQIrQsXiuI3yvJm8rWTBKMGBK1eBSnFS3aiATlWvFIjMUyYpjUGVZYpJSSnl+kJR0E2xDR0OCVR8tF8MgGn7GJR9Fi1LK0uMyHH37A8SePs3/fPkSlIcUSNWMAlRjvpbbZxl0QxUmJisNjabVaTB+aZPbgNJl5hdu3b0c7wptNruj+/fvZv3//XXWniuJMGaLANGteqxcvXmR+fp6vfe1re1496/V6nDp1ikOHDq2zCW2ER1mxuxeSDGB3FOKdGCIbeWYfPUy8dN7t+xhhexiR2R3Ew+S21suSH374IV/84hc5dOjQhtuFnSGIa7FVm8FwOOT06dMkScJrr722aZc5sG6Z8mGxWWLB7Owss7OzvPDCC6ysrHDjxg0++ugj3nrrLaanpzl48CAHDhzY1JeWJQl/8bkTXF5a5tevvE+vTCi8xzkIs1qBeEpkrQI4DTFR/dLSTT2JhCEuYXWoq9Ht4zSYiwQUYKEomEhTnDcMXU5mAqmTSJy9D8bZO+NfNN53EpMLVBwqOUY0qLFEMqshHTUGdTH0fSwJKtCaymgRhraKMqcsCirnoQRxhqSlaBI0VIOP96qNYzYhwUpCSzuIGIZmKfp+lYIcqwZjUyo8qQvkrdScklAz67VgQMlQh6SSriGaumo2UMES28IaKq/0ixVy3+dzLz9HK2uFobBYdBBobLrqWY7jZKH/rLUpoZWYyCAIXj0rbgmPctAcaS6KVJXl5WXm5uaa19bU1FTz85pIiAp1NJf3nvPnz9Pr9Th58uSOZEDvJpaXlzl16hTHjh17qCrsO1XbjewIa2/3IIRwLyQqAOvOPbuBjYbIbt68ya1bt5ohsjr2a+0Q2chmMMIIG2NEZncQD+qZdc5x4cIF5ufn+cY3vsHk5OSGt6uVjp2O/dqKkry4uNjUb96vRx5olggflsxuFBl054ebiDAxMcHExATPPvssg8GAubk55ubmePfddxkbG2uIbRPNVD9mEZ6dmuSPHDrM924usZhXlHFa3rBKxm2kVakJg0kIqAdviPWtErmrNkQ0HJpA03yMzuqVFYUHI5YWCYvFkIm0hdO4dIti15A8Y9bYWjRWI8S0hFBjGyhfnWubiEUMJCRUWlL6Emssbek2o1xDNyDPS9JWQmsyQb3iVSmrCi3DMn+LNkk3wWmFiseowRGasgyGLuNhqo2Q1FDh8VohHrwqRhLEW3INim64XRL9s4Hkp9rGUcUhsZCCIKI4KVC1Qd0VJc+HLC4sMTUxTScdi3YOWedTXWcv0LqAIXidzUapBJF81pquiKFl2vR9j1vVdfbL4eaiaXJyksnJSZ599lmGw2FjR/jggw9ot9vs37+fI8cPMtaewKnj7NmzVFXFyZMn73mhtxdQv593qrzhXnaEOyt2t0JsH1dhwkb7AY/Ou9tqtXjiiSd44okn7hoiy/OcX/qlX+LkyZPMzc1tm8z+zu/8Dv/Nf/PfcOrUKa5evco//+f/nP/4P/6Pm5//9E//NP/kn/yTdb/zjW98g+9+97vbut/PKkae2c8GRmT2PngQleBBlNk8zzl9+jQAr7/++n0nq3eDzN5Pma2tD88++yxPP/30lo/Fww6Wrf0gfJClyk6nw5NPPsmTTz5JWZYN+bhy5Qppmm7ohfwjh47yRw4dZVA5/t6Ftyg0xEupQmK0Iamlh5ZAlhCsADF3VqKCGF0CARJIbeUhqS0IopSuIjEOZxO8hoYwUBIMIpDZpBlkUr+2NjbU4xpjGntCEit7JWbfOg3puF59o1Pmfog3PtTTOsewHJC1U2xiw5CXDe1faZLhnQMXixMWStrdNj6BylQYsSSkDP2Qvl/BiGXa7MNgWNElSgYkph1KHFTBeDLXii1aYbDLUZKTUzBsPLT1Yw0WC0Uab27CtU+vcXPuJs8+/yztbmghk/g7aKiPvVN5DSFZbSoGeCpKhqR3ElqjOC2D3UArEjIm7QzOVwzJuVXdYF9y8K7XXLvd5tixYxw7dgznHLdu3WJ+4TY3bt6gKj7l2idzZFnGq6++uiGR1eY/F9Xnx0fU5ufnOXv2LM8++yxPPvnkjm9/J+wIe4nMbjU1Zadx5xDZwsICL7/8Mv/yX/5Lzp49yyeffMLHH3/Mj//4j/P666+TJA/2Md7r9fjSl77Ez/zMz/CTP/mTG97mT/yJP8F3vvOd5t97/SJthBFGZHYHsVXPbD3oNTs7y0svvbQlH+xOVs/WWJvfuvakrapcvnyZ999/n1deeYXDhw8/1HYfBGuJ7HY+RNI05ciRIxw5cgTvPbdv3+bGjRtcuHAB7z379+9vJtiTJKGTWCYyy+3CxXKD9fP2plZliZH+Ck4Vb8Caet/Dz2ykk4ZQpGDibYZlSEJoGxNqCKJ1wYliEXpVAQrjtkvHdMnNMs4HxVahbohFCWULKkJav2YkKI0qdW6Cwasj90NQw2C+z9j4OJKEEgQbAsSCqopgbYKzFQmWidYkeS8PBDKNxQo+lCyYJByEnk+ZtDN0dYwlLcldESLEfBhnU/GRsK0OTZpYfVsHmNXUvGbtTiscsLAyj6aeF15+LlT+qmM1AktIoh1hI4Qhss4aQpuTrm3y8kIiaVCR42nPGMNMeoBb5XUKLbhd3mR/6+Cmry1rbeN5HBYDTp86Q7vTojvW4Xd/93eZmZlpXlu1euapmlYzQ0KqDx8Hth3cunWLc+fOPbIWMrhbtV37ZzM7wl4js48bIsLMzAx/62/9Lf7W3/pbvP766/zYj/0Y165d4yd/8iepqoq/+Bf/Iv/df/ffbXmb3/rWt/jWt751z9u0Wq0HPu+PMMLjxIjM7iC2QmavXbvG+fPnH1jt3I2q3JpEryWz3nveeust5ubm+PrXv/5Q0UIPSmZ3ishutB/1EE89cHHjxg0+/PBDLly4wOzsLAcOHOBbBw/w//n0B5QKTqXJmjUiTfWtSCC2AoipSwXAilKoxAIFjUNOxMGtaAWwAErf583QWPDEKqJCqcEH2idHxCDeAhU1lfMIcearUWZNZN21Rgy14zVEfKmG4oGx2S7GxCIChEodVgxOHQbDmEywzEKjkrUn26E2N6rUqLBwc5GJmQnSlmW5WqDSCmx4fH03CMdnDdkMX8MgmY8FtsG44dGmlCH8jifk7y4tLpMPco4cPELLtMCb0FpGGUobxDQDX5vBYlHaOIZ4CkpCpm24M8VJhcORaB03FgltcoBb1Q2GfoXbhTCb3XtafDDsc2P+GkeOHeLYiSOIKE8//yzz1+cbq0u32w0rAgcP0J1qYSVZl7f7KDE3N8f58+f5/Oc//1hayGDrdoSqqhqb0uMkk1vNmH3UyPOcH/mRH+HHf/zH8d7z/e9/n08//XTH7+e3fuu3OHjwINPT03zzm9/kb//tv83Bg5tf6P1Bxqg04bOBEZndQdyLcG5l0Ote2C2bAayeuMuy5MyZM5Rl2WTcPux2t0pm136Y7eay3tqBi+eff55er8fc3BzXrl1jcXGR2YPT3MbG0aq1Pt3YbaUaSgOsUjlD6TyHOh4XbQmVW93vxIBTcF5JjGAktIslYfYLmvExpWruETyewhfMJFP03YBSh6gED7GYQFor7xFJSIyAgcpVJJo0FgdB8JXHi2KtiYpysCK0bYehG+IVHFWMGhMSyfBUFBq8rvV4lghIAtOHp0iwGGMpXcnc3A1aSYtWq0O306GwtQeWpqyhis5i36ir4UHGKoR4DDyJz/j4w4+RBI4dfwJNlAGDxlqgKDa2gJUMaXFvv2Bo92rhyPHkVJj4vfoDaXVwq/kdmzDLAW6UnzLUPr1yibF0Y/96r9fj3LmzPP25Exw8cggRh1NHLn0OPXGwiWC6detWSEd46wLTB6cYnxink3aZndj3wMvC20Fdp/vyyy8/8Dlnt7CZHaG2cSRJ0pDaR1XWcCceN5neCKrKYDBoIt+MMXzjG9/Y8fv51re+xU/91E9x4sQJLl26xN/8m3+TH/7hH+bUqVPbKhoZYYTdxIjM3gcP6pndiHBuddDrftveDZsBhBN3r9fj9OnTdLtdXn311W194G6FzG6WWPCocGcF6rPXr/Nvbt3kkvdgBKuONKlV2kA+w+GK9bYYFgrPWBqIbOnDY+qkUSHVun4gKJjWRAXchO1570OslkaCFx97riW3q0VEBBdJqKI4jUqsQNeOU8lgzaDYqs+2qhyurMja2eq1vlfGWuOAkGlG7nLqsJkFf5OW6QSCJxotAavPnaFOk01IJaOddmjNdiiLgmExoF/2SJKEdrdFaUKzWCJBoXVaQu1wXfPUBkXWo+pZHi7QnWkzOz2DWo3L8Sa2ggV912vIKzCb+WHvQEIaHbsFjgGeFlYlmhzshipIalP26SEW/E2WdRFbJbST9cR5eXmZ06dPc/ToUQ7PPhG24xIGbgWPY8AKiaYkScKhQ4c4dOgQuR/SHy6Tu5y56zd449T5ZkXgwIEDd10wqgZ/rRgTh9Ye/j1x9epVLl68uKfqdDdC/d5///33WVhY4Mtf/nJzvtvNTNt7YaczvXcKjyLN4M/9uT/X/P3ll1/m5MmTnDhxgt/4jd/gJ37iJ3b1vvciRgNgnw2MyOwOoiaza5fth8MhZ86cQUS2NOi1GXZDma338fbt27z11ls88cQTfO5zn9s2qawrbTfDVhILHiWyLOPp48c5YRM+nruJw4MxUV0VnAGc4GzwwpYuZB1UmpAZR6XC0BtEHO2oRAYbAYAgGobCFDAmFC6YGP3V2BeMkEpKSUmlJS1aJJHIKVDF7Rr1LLhF2tpCVSmowECbLJQuiKPVaUXyWCcrKMv5ChPZBKWWjT2hGTRTT1s62KibJqqUMow1vSGfdUCf0oXqWZtYWmmL7vgYeBisDFm+uULSMVhjESe0xtokSVBUVQJr13iXigEHZVFixTI7M0FqWquDXs3IVNkovoaYcUsoJdmI0HocXspmC7XPmKjQhnpcE8jiBqe+dtJmupplwc+zpIvglZYJqRALCwucOXNmgxQAYcxOgBD61mSFLhPNkFpmWiRdiwcOTTzBU0ee4ebNm1y/fp133nmHsbGxhthOTk4yX93CWmGCydAYpw9HqD755BPeffddvvSlL4UGtD0MVeXixYvcvn2bkydPNtF6a+0Id54zagK8m01ke02ZhceTM3vkyBFOnDixK5XqI4ywUxiR2R3EnU1ddQzOvn37ePnll7d1ctwNz2z9YVD76Y4fP74j272XMrv2w6m+7V7B8W4XK4GwZghF5ONDl2CNkjlHywYypjFJoO9CdFYiYTF/oZBIoAyIoZtWQMiLjZyOWILbDJRZsbRpMZF06VcDhuQMNA++WFZFzcb44JXUtEhMAq6H9wW5L0gkIU0SRCyoxDKBQO26aReDoWM7DHQQ8m0j2XVSMMRjNf6u1NkJihGDpU1JgeLJaJFKSm0TUONpTWZkkzOo9zit8F6pXEHpwGgYMksSizUJVi1V4fjBp9eYnp1gbKpLJQUeHyPKpLFFCHVjmI0DXoaKASVBWU64o8wglifUl1GGJAyeaazp1RTB3tN72066dMuSUoYMtI/1CUvzK5w7d47nn39+0/dI14yjhMc/YIWuTCAIFQUFeSTnabMicOLEiXXJG6dPn8YYw8EnDzA9O8n41MRDJx989NFHfPDBB3zlK19hZmbmobbxqKCqvPXWW8zPz9+V0Xu/dIS1F8M7bUfYi55Z5xx5nj9yMnvr1i0+/vjjx+a3ftwYeWY/GxiR2fvgQW0GEE469dDFgw563WvbO2kzUFXee+89VHVHiSxsriKvVVceV+zNvfDi9BSHbxrm+iVaKp0sZUU9Rh2oY7lKWakU78EYITMGrx5EGLclbRPKEHJnqCsVbg6FSWtj2qpHLA2VMlJfUICxQqklLdvGuzC+5FXJJCz0F43LVinU0feDZtBLK49JBTWeNhMkkiBi6OsyDodBGFR9bDpB6apmUK2mi4pSUZHQokUrkCj1iDF48XjvcDF1doVFun4MU9fyrlm6LykxYrEWsOAr8FpR+opyWDTJDMN8yMzBSca74yC1f9eRxOiqhCxS6eD4rSjwWLpMINE7WzCkTjhooLaxZcSDFYbQpAxHTspQNaz3HiabTKdYKEqG2me+v8ils1f4whe+cM8Pc0HoMkGPpRBHpn3aMoYhicW9rN9X7k7eWFhY4Ob8HEtLi6zMrzBYypmdDS13W13RuXTpEpcvX+bVV199qOHNRwlV5c0332RxcXFLZROPsmJ3LyqzvV4PYNs1ySsrK7z//vvNvy9dusTZs2ebUppvf/vb/ORP/iRHjhzh8uXL/PW//tfZv38/f+bP/Jlt3e8II+wmRmR2B1Gf/D744AM++eQTvvSlL+3YBOhO2gycc5w/f57FxUXSNH0oD++9sJEyu1uJBTuJ4XDIs3PLZJ0Ws/sOMFTl4tICAKU3pEClhtREXTKw2pA1u+ZPKrX3EzIriGSgFU5rF21AvYwvXulKh9AeVpGYlNKXePWUSFOaUBNki9CRDs45bs7dZGpsHNuxVM6zrIu0aVMPsVkslRG8dyznS+GOZU05hFgyUoYMGdLDa4mJ9bWN+RchjUUFnopSSyZ0LKjL4kPmgM9Xvbb1ttPQ1JWJgBeWbq8wPz9PmVe0W0PKSc/k1DimZamoKE0Ro7fK+DUqx1Q4KmCClFYk30MqGeIo1w2LhapgaR5nnS1RH/BAmu9PDMeyCYphziBf5vlXn+bIzP1VqVAuMcEKSwzJMRpa1FaV9VVrx12/awwzszMkUwLGk/iU29cX+fSTT3n77beZmJho7Ajj4+N3vX9UtTnvnDx5komJifvu7+OE954333yT5eVlTp48+cD2q7Wq7Vql9s5M24e1I+xFz+xgEJJDtuuZ/ff//t/zQz/0Q82/f+EXfgGAv/SX/hK/9Eu/xPnz5/nVX/1VFhYWOHLkCD/0Qz/Er//6r+/519RuYeSZ/WxgRGZ3EHXY/7Vr13jttdd29M2/U8psXdZQe3i/+93v7noZw6NKLNgOlpeXOXPmDIf37eOHPv95jDH0y4r3l3oU6qPiGuhc23gSo9jmYUSPdCxaCFP7iqpQ+aAIhhSC1ftbm2Vbes/tcomJZAxBySQjMZbFajnYASxNWoECJY6laonB8oDWVJvWeEpGQi45Tj2FVkwlU+CFni7j1YXq3CZNICQjGDGNF9USCSUlXe2QSoLBNPm1DoeokOPwOJZ1gZYEJU3VB58xcWAsNnapCCLh+27oGeYDDh07SNZKKYuSIi+4uXATY4VOtwtpiySDzLTXZMoKPRbWccCMNojHU+GljEqriT7VSFywiA//riRHpYo+D0dFsT6DdgPMXZtjYWWe8YMTtFttBn6ZtowFH+s9YMXS1S45AyryxverIWCtiQTbDKrKsBzSNQnHjh7n2NHjFEXR2BEuX75MmqZNXvLs7CwiwnvvvcfVq1c5efLktpW73Yb3ngsXLjT1v9sN5N/MjrCRN3+rdoS9qMz2+32SJNl2osAf+2N/7J4zDf/qX/2rbW1/hBEeB0ZkdocwHA6bRq9XXnllx69id0KZrTvZZ2dnGw/vw7Z13QtryxgeZ2LBVnH79m3OnTvHiRMn1llCeq5iKktZLkOwf13MCqGuVrWO25JQXxuiXDFoU6jgNMRprc2XjWInQsiaRWHoCrqmRTdph5l9n2ONCQ7QNSS0Jo3DlQHjrQmmxiZJxZCIwZiEvl+h8iVLbgGQkDerQbM0aoJaKUoiGS3apCaNH2zKgD6VlvRZoiWdqHJCLScaDB265IQGM+cdmbTJtY8XH5XbUBUrrIqQlXMM3ZCZ/TNkWYbB0mp1kJaBSej1VlhZWqHve2SdDKPLpFWX/fv3k6Zp41mrlVcAq61QRuCDFcGQrFFiwehq21aIC3PNzzwFFTZGdtWqrm8SFm7M3WC5v8SxJ47RyjpUMsCYMISXbsHHmkoLryFhV/EktELxxH1ycgWhwzgDegy1T9t3SE1GlmUcPXqUo0ePNkUgc3NzXLx4kbIsybKMsix59dVXPxNE9vz58/T7fb761a/uSrPUTtgR9qJnttfr7XqSwQgbYfc9s5su2YywZYzI7H2wFfJVD3rt37+fPM935SS43QGwubk5zp49y9NPP82zzz7bPK7dJLN7KbFgM3z66adcvHiRz3/+8xw9enTdzw6023zr6GFu5wXvLC3yzspKWOqPD8PUE12ia5buVxUPMYqvAtG1BD/t2lVvqUlqTDToaZ/S5XQaxVMRhdQm0ZsLxkcSPZ6AUZbdMh2TkqlFRGibFgOX45zDmgR18X5roqfEModQNOt8uWo5IMGL4n1FqQXjMhVTFwI5DXTek2lGoQUVZVNRG6BxwAoSTUilxa3522ha0e10aNkuRNpYxm0JhtZYRntsP6mk5OWAvCxYvLXAm7/9JtPT0xw4dIB9+2fRjqeQYYyv0ngsY3QZRbxviXuy+vFgNEViKkDw5+Y4GeKxKK5JjECVXr8HiefYk0dJkoyUFIsJKqvkMTZsPSktNKfSEkXpSrAAZNImj4/UUZJtwdoAkCUZU242FFfI3erZahHIPpx3vPPuO1y/eoN2u833v/99JicnGzvC2NjYnnrPee954403GA6Hu0Zk78SddgRgSxW7e1WZ7Xa7e+o5HWGEvYIRmd0mrl69yoULF3juued46qmn+N3f/d0dX7aHcDIuiuKhfvfKlSu8++67vPzyy3cNsexWGUNVVetidPYaVJVLly5x5coVvvzlL28aX/TMxATPTMC1fIhdWaHSUM1qEJwqRjTms/qougbmaGuFUOpmLonRWdRZB0D4EPVOUQuiISGhp4PY4CUkxlD6EDeFAy08nW4HweF8yVgyRYc2acylzRlgjQQ1SqvYVrZ6X3VTmZWMtmk3EVJBIPYkJAykh+Lp63L0fK5aE8JjMkHlbUp8Tdg5AmH2PgyULawsUlEy0Z6ABIbai2YA2zSSZXHYy2IxmmDSgnbaojt+kKNHjrJwfYm5uTnee+c9jj19lH0HZmhlHbJ2giWoymEpvx5GS6PqveZxx59AiPgq8KhUqFZx/wMxnrt+g4Xbizzz9DO0klazrya2l5XkFAxo0W2OG8DA9yg0pyVtnLjmmGV0IqF1FAyDPWIL6NgxWnTuqQapOOaXb5J1E177w1+nk46R5zlzc3PMzc3x4Ycf0mq1GmI7PT39WN+H3nvOnTtHURR89atfJU3T+//SDqN+/GtV27V2hPo8KCJUVbXnzluPImN2hLthYAvrMdu/jxG2hxGZfUioKu+//z6XL19eN+i1GxFa8HCk03vP22+/zbVr1/ja177G9PT0XbfZjZQEay1Xr14F4NChQxsOrDxO1Mfl5s2bWx6WmU0zYsBTnVxFzRPXBmgpdcVCOEGVqngVjCpr7ZbeE6b+4/d99LCpKk4C/U1j0oAVGJQhZ7bTbmHFUniHiuN2Nc+MmaBlkqZBzKmLaqqGGlwxWEmCD1YMQ+2T+z6eqkkiqJ8fQcikRUkRI7IsmbRDnayuqpB1JQTRD0rz6IOZYml5mbyfc+DAQdpJh8IPcOIQLJPMMs8NHK6J43JYKnpYkeiBFcg8B48f4InjR6lcxdLyIv1en9s35wE4cGQ/SZKQpgkaPbRlTA5oiO0GSGhReofiwsWFGm5cv46K8sznnsJaoWCwprjBktCiomwU7RadZnsdM0bLtzFiSWT1lGowpHTI6VFRhIzeLZ5yzT0+3rz3vPfee2SdlCeOPkE7CfvSarU4duwYx44dwznX2BHOnz+P9559+0IyQm3feFRwznHu3LnGCvE4iOxG2MyOUJYlS0tLzMzMUBTFIy1ruBdqm8FeOpeOMMJewYjM3gcbnTjWpgHcOei1W2T2QUlnWZacO3eO4XDIa6+9tukV/U7aDOoPg6eeeorJyUlu3LjB97//fbIs48CBA03X9+M8GVdVxRtvvEGe53z961/fcmXvYllhALsmL7ZSEKtkVPRdsAs4bzCijCUOkFBt6yXU3qriotdWJL75RHDO4yUovYHMrbZkJWJDnJQNkm5JifcVk2aSoQ4AT+FKpuwkhRbkmsfV96AUOyMYFRKjTW6tIcVrSekL2mYKIxYjpvHOqmi8r4IhfSqtsBr0iYoCiRSvZvWmHijDkpJy7dPrKJ5DRw6CUQY+KL2h7swwYJlEM5Q8/r7BSiB+JQVGBKdhmNLJEKVCEmFyZozJ6fEQT5YXwRu8uESRF4yNd2mPdcjSWO17j7IBg0EkWAwcjpXlRcQK+/btw0bCopEatwiZnkFp7ZKzgms8t2GZfKVaItchqWTMyoGQBBGRkKC0GlU3o3uXTeFe8DicVBi1WJKGGFZVxVee+QppsjExtNY2qqyqsrQUFO4rV67w5pvRvhGJ7W7mlq7d371EZO/EWqJ6/vx5jDE8+eSTTQHMZnaER4nBYDBSZh8DHoVFbnSBsn2MyOwDoh70stby+uuv3+X72k0yu9Xt9vt9Tp8+Tbvd5rXXXrtnNe1O2QzWemSzLGvyM2uF6MaNG5w7dw6gIbazs7OPNP4mz3POnDlDmqacPHnygT5Y97fr2H5IjMV7h0dw3lCJwRih8jHOSpT53DKeenJncBoGo1pG6VdQ+VCJ200Ej4bhsHjCTIzBqcf54JdNTCC+tXJLtDcs+2UsCSUOq0NuVXO0TSvEyKCBAIug3gd1lxYZLRRITErfr+DVs6JLtOkiStPQhQpGDAmhkcxR0WIcRwlxtGt1GCv8TQn7vLy8RGsiYXxiHB+zbBMSDEIiKUMdkpPTYYxps++uk3hOn0JDhqypyymoYvpAnYwLY50Wxlum20GxmpubY9AbcuBosItcu/4DpsZnN1WyrKa4qmKY97BiOTSzn5YJFzYVRXysdbFE7Sm2ZHQoGFKRR3OEjRFoCYmkG1oDUtqxvaygZIDlwYa06gsIX2WcO/sGqvpAldMiwtTUFFNTUzz33HMMBoMmHeG9996j0+k0xHdqampHiwfOnj2L937bFdmPAjXxds6t29+157bHWbHb6/UeeWHCCCN8VrC3zy57BMFrqOsGvV566aUNT2A7vWxfY6ukc35+PkRMHT7Miy++eN+T7Hb3936JBXcqRAsLC9y4cYO3336bsizZt28fBw8e3PWlz5WVFc6cOcPMzAxf+MIXHvjDRwQmWklUKIXEwo28jwjMZDD0IYsWJfhBjWGptHgEVcGIDzmzUdkVDAuFp2MVg9B3SpoGwipaD5eF+w41uBKWQn0oMwgBWSUGyNWDK0hI41y+NupgGC4TBj7HGU8mGapKJi1yHYIqlZSMy+SaTFYfChlwOHWoenosxaguorJYT7MZEkkpXUFRFvhCObT/UPh9iTkBGpJiM5syJZMsVAv0WSHxKS27Xhm3pNg4mmUQPKHVyxGqdFVqK0PweYi3jI+PMz4+jsORu2W8ePKq4Lvf/S7tdntDolb5nMWVRYwRJicnIKYZBJ9sEpf5DavpvgEJWbxlQckQoUNLgvf4Xh7XlFZTDvEg/lmDxWpQZN+6+BYiwle+8pVtXQR2Oh2OHz/O8ePHqaqKW7ducfPmzeZis4792rdv30MT0KqqOHv2LABf+cpXPjNEtlaQ1+7vvdIR7qzY3U1i2+/3m6rfER4d1iaz7OZ9jLA97O0zzB7CnYNemy0LPE6bQb2PL7zwAidOnNjSdrdjM9gox/FeyyUiwszMDDMzM7zwwgusrKxw48aNZulzZmaGgwcPcuDAgS0v/28FdfTWk08+yTPPPPNQSzpfnTnAE+0xnIfMhun+U7d/wJvzCywPWiQpVDGvq1SDkVBa6/zqEJj3YUyqwoAKpTdMpKGRywgMKiW1de9VIKUZFqMaB7SCU9UQZVT1qDekLUNiDEMdrJJYVge+RIPtwGhwfzapC6Yd81ALVnQJkNDCFX2rYTsmRFbFAbd6eMtIaNFqSYZznv5Kj9ZYi+7+NkMGiEok1iESK6MVB88Sxs0klclZqRaxzpLY1YsYTxUbv5SMNObfhu0IRB9syJXFr38eLZbMjlPQ4+AT+zl6+BiLtxaZm5tbR9Smp6dZHiwyMTXGoYOHQ+WteJwWGNqx/GB6XRTYWqS0KHDRiJDT9z1yP6RlWjGh4W6iaTC0ok0hKM8mFFFs5bVYGC6+eRFB+PKXv7yjqxlJknDo0CEOHTrUXLDPzc3xwQcfcP78eWZmZpqLga0SqaqqOHPmDMaYHd/f3UCdsrARkb0T96vY3U07wmAwGCmzI4ywCUZk9j5QVd59991m6v3AgQP3vP3jGACr238uX768pX28c7sPQ2ZrdaIO335wpVOYmJhgYmKCZ599lsFgwI0bN7h27RrvvPMOExMTHDx4kIMHD27rBH716lXeeustXnzxRZ544omH3o6IcKS7fj9+5PBTLFQf0Cs8DsuyH1BSkaAUzsasWY1kUuh7Q2ZC4kF9tBaGQmYUB+SqVK5irBVIr3eeibSFF4gJrvXeUMe/OvGUXmLPVBgeS0wc6iIS4LjcnzOk0pJkzZJ4i074fhOxlTKuQaUd0AtEL0LxeFWM2FCjCwzdkGGek7VbJDbFi8NpxThTJJKwoLeo27mshKSBlmlhUHIKVlhkUmcbz65oKNVdfUWGQS4nBQ4H0XxgREJSwx0v3dqjmjOgsgP2HQzKf03UfvCDH/D2228ze2Ca8ckui4uLjLXGMO2aSJdN7exmSmuwTrQp6OEp6JouYzKJNYKRzYmbxVI5x4pbQmSRMTPFpJ3e9PYQrDGnTp1ifHy8yYbeLYgI09PTTE9P8/zzz9Pv9xs7wrvvvsvY2Fjjs52amtqQiFdVxenTp0mShC996UufCSJbD6c9jIJ8p2q7m3aEkc3g8WDkmf1sYERm7wNVpSgKvvGNb2xp6v1Re2adc1y4cIH5+fkt7+NWtnsvrFVkd6oIodPpcOLECU6cOEFRFMzNzXHjxg0+/PBD2u12Q2wnJye3dH+qyuXLl7l06RJf+tKX2L9//7b38U6kNuHPn/gcAHlV8csfvMO881hx5N6CV1o2tIUFYmkpPBjRGOOlDL0l9waJ7WHGVHGBPZzgbg8HZCa0dGn0zqYSSxvibVIxpCEaIXhlYwRYHVEVlvqDdaCiihmwGR07xmQyza3iOotuHhXFi5LLsLHWxINJXTigohiir1crXOVJswyThuzaRDMcFUMG7JODdBhjoD0coXnLKBSVi4FVjoqSW/46KVmTilCbHVJJULUYE2t5cbG+thUqa3Xj10FKm4oqhmn16RDSNKy13Lx5kxMnTvDEiUMUrmBpaZk3Tr/J/gOzPPncE2SJByvrUgk2gsWS0qbQAYv+Nt5Dphn75fA9X5+ZtLH0YoLEvV9fw+GQU6dOMTU1tc4as5livNPodrs8+eSTPPnkk5Rlya1bt5ibm2tU17V2BGstZVly5syZzxyRLYpiR4bTHtSOUP99qxjZDEYYYXOMyOx9YIzhlVde2bJ6aa0lz/Md34+NbAZFUXD69GlUlddff/2hag6NMZRlef8bRqw9Qe9Wo1eWZTzxxBM88cQTjadvbm6uGbyrB8hmZmY2/DDw3vPOO+9w48YNTp48yeTk5I7v452ogMxacFDpqteyHpda67uq0wyUYBUIPwhtXR6hcB4jQiopQ1fivKOTWlwklM57ENN4anPnmIiDiIOyBLP6M1lzf8SvuQ4pfcGKX+ZWeT16Ww2oQwSm7AwJKct+kZ4uN9sJX+MQlhi8etLERtIS/b4Cqo4Sxw33A6wk7JNDeBx5lTNkmRg3EEhxQ2tDPqsR21TiGrXYOE1uECqGsbghJzPp2n6Ku9Ciy4ClOHY1ZLAQhv+eeuopnnr6KRRPSovx7hSHZo5y6+YtFm+v0OoMqcpbrNzOOXDgwKavMQj+2YoKKwliPNaEcoX0Hn7YtumSZi0q6YOyTglei36/z6lTp9i/fz8vvvhi8z5TlEIHCJZMtldr+iBI05TDhw9z+PBhvPcsLCxw8+ZN3nvvPc6fP8/09HRDtr785S8/9hir+6G2FuwUkb0Tu2FH6Pf7u3JRPsIIfxAwIrM7jEdlM1hZWWlUm1deeeWhVZAHsRk8CiJ7J9Z6+rz3zM/Pc+PGDd58802cc+zfv5+DBw82wyrOOd544w0GgwFf//rXH5mSkZmQw5ogTFjLkg/lt4loE+cFgRQaWUNyBahVWQlVsKoOFW3KErxApRoSDRRyPNZo9K16nIbaXBSsMRgRVGrv5popshgphgal1hrBRTrZkg6Vepx39NwKLdMOhLz+HerN1P5dDyheaAoiQlKCIaHDwA1iEkGIKGuZDpWrMGtSCRRiauswDnjZSIR9PHYJSt3cterXrWOzUrGbEtrgUR2npEdeDXjnvbd57rnnOPbkUVTKWG/rQW1TF+vxlNqjKEtEV7hw4QLe+3UK5J2kJ5M243YyjKhpwUB7pHJvv3d4nC2cFHjN8dh1ubK9Xo9Tp05x6NAhXnjhhXXvs1ASUcXRtGzVTCKK0xj6H7NxdwvGGGZnZ5mdneWFF15gYWGBN954oyG53/ve9xqf7cTExJ5bQr2ziexRxIXthB2h3+/v+briP4gYDYB9NjAiszuMRzEAdvPmTc6ePcuJEyd47rnntvVhsZWUhDqxoFYVHhWRvRPGGPbt28e+fft48cUXWVpa4saNG3zwwQdcuHChUYdarRZf+9rXHmmmpQAHO11KlMwKY2Rcy1fCfkdbQDhkgQyypqo0eEDD3wvvSaVONIjhUApD55tYKkRDb1W0Ewhwa9gnjXYEATrGMpYlsRI1UB6vPuZmBj9uMeiRpglpKw35rhhKChbczVACgEXE4LQCFAntDgRbqIn7EYaxwuATWLGIWhJxlL7AoCzqLYxKE3RlVikYq8TWU5CTNo1gCVYtVmxUuQ01Iy8ZUmqJ8WksXdgYCQmL8zmlyXnxi59jvDUNakA8xofqXqOmPqohx0C6aNZj9tA0f+jg6/SXBszNzXHp0iUuXLhw10CUwZDRJtceCZZUtnbxlJCh6vBSUWlOFksYlpeXOXXqFCdOPMlTzx6PNb0gajCaYsTQ1tXsW+LrweOoJBRmJCRkPJo80qIouHjxYnNRvXYl5cqVKyRJ0lwMPOoovo3gvef8+fOPlMjeic3sCHcO1Nbn2Vq1HdkMRhhhc4zI7BbwIMRtN5VZVW2qab/whS9sa6Cpxv1SEh40seBRYW125vPPP8/Nmzc5f/48IsLS0hJnz55tkhEeRdB4Ygz/t2NP4pzDCXiv/H9vvM+V3mJoAJOauuk6lXb1a/h/asPPg5pbK54SVdWQKSBqVglxQxI93gXCnNmglXpdbeZSDXW6Jg6jmURCIUOpwRqRV/hcSccTSJRKK8ZNFwQSTXGUFFWJskaVV3C4QHLj/pe+QnDrrAgFOW06WImKoYANmQyNgthnJTwGPBlpUG0lJD2E41W/p4SULLSrmSHi16uaa3HtxlVuLdzk2NNHybLQMGZIwjEz9VGzGLUNMbRYlA4lAyoZMj41vi6fta6LXTsQdeDAAdoTLVRKEL9lT6slpB+oVFRa0lvsc+bMGU6cOMHTTz+FiluVxVfZ/91DZhoJj9oYK/ZoCGNRFJw6dYqxsbFmOG1txnS9kjI3N8fbb79NURTrWsgexha1HdREdjAYPDYieyfuZ0dYe95dWloalSY8BowGwD4bGJHZHcZuklmA999/n69+9avMzs7u2HY3I7PbTSx4VJifn+fChQscO3aM5557bl1H/XvvvcfY2FgzQLbb1brWxn4nAz966Dl+9cqZuGxeVw0Q/KIqcem8juIKymvpDMZ4xNJQktpz25BAWavKxRspjQobyI1lUBUYMWQmpXShvtXG6C4VJUtadNN2yMVtGUopGAyGJC2DNYZFbtNKOwhCUeaB2CZpuH2cMTMktOlSSYFXR2oSDAnOeVJp0dflRnXNaAUDgSplpOAihrpRLGTnVhRorJC1cYnP1CNxzRFxWlBojge63D30+NFHH7E8XOD408dopWEorcJhEYwkYYBskwXEhBRHATgqcoy26ekKrlVx4Ni+ZiCqnvSvvdwvfulZOt0uYoe0zP0VNIPBaEZBn7xY4uy58zz99NNNrJ64BGN8yNZ193rvCaIJ6SM8ndcpCxMTE5tmbq9dSfnc5z7XlFv84Ac/4OLFi0xOTjaq7W6/L2si2+/39wyR3Qibqbaffvop3/ve93jppZce8x6OMMLexIjM7jB2g8zWFawAX/3qV5ment6xbW9GZh+HP/ZhcP36dd58802ef/55jh8/DkC73W5C4deSju9///ukadoottPT07tK0FOb8HR3mg/6t4GQIhWyUsMgvlECqYpMVYDE+BDpFZpfAWm8shB+eZ3upnXKQJTuaj+raPOc5T60WRkRSq3Cwr4aKlORolhjsWlCJ+lGQl0w8Cs477jx6U3aYxlJ8v9n77zj4yjPtX3NbFPvxV3uvak4poQWmjE2lkwgIfkSnADhBELiJByckAOBhBLDSTkJOUlIcoATDiHYsk0vNtgGAgRbknsvcpdWvW2dmff7Y3bGK1m2JUvagufiZ8DSllej3dl7nvd57ttOYlIikiyFKrHGggR+4TOrgn41gIRiVpsdkpOA8KEJ3bvALjn09gX0x5HDhKruMOtFRcVJAk6cCEm/X/hPLUkSNknGJTnxqT5s2HGFtveFEBw8eJCjR48wY+YMEhwJgIQsQslekopN2EOtEQIh6a4MXYew7CSg4AFJISj0irQwf2Z9IKprBbKxrgGRK/TBuhMtZGVkk5OTc0pKYOfncdDaoeAJtDJpxgTy0gd3+r7em6yhyWDTuq+4RsrdwCDcZWHKlCk9OjdIkmSGW4waNQq/32++Lw8ePGhGXp9t6O5c0DSNbdu2mUL2TL+PWMI4Bg0NDdx4441cf/31LF26NMqrOv+wembjA0vM9jP9LWa9Xi+VlZVmJaG/T8TdrTcehKzRcnHgwAGmTZt2Wm/dcNFhROvW1dWZFwfGB6hhL9TfBIXAjo0km50W1YdANeqsZs+oEGCTdEsuRQNHuOuUoVGlk3LlZMCqfgPZdEMIDQJpGoqkIEtyqNM0lMSFBFqozQANTWgIWwfJoR5MTegiVEgaNpsdbCppecloiobdbieoKsgayLIdmyQh2U4+uosETsY1hCGFJvDxEySIHVdoLRpCBHV/WfOmxseGho8OfaBOsnX6rvFzSrr5AqD74dqF3mtb11SDLUlQdPF0vYUGBQmb3rqBHdBQpGAoxUwXi6qsYNc6i1kbNjScKMKLJnlwSC5cSHqbQhfCK5BB4cOneNCGSRzecZgdO3aQnp5uOnB03Sauq6tj2/ZtzJg9GXui3rvs4OR7XNZcoXYDyRx+A8wLAuPCRYgzJ5D1Fz6fj40bN5pJeud6bnC5XKZjifG+rK+vZ/v27SiK0qkdoS/nPEPIdnR0xJWQNWhsbOSGG25gypQp/P3vf4/ZirKFRbSxxGwP6M0Ju6exsz3BiM/Nzc1l8uTJvPvuu/0eldu1MhsvQnb37t3U1tZSXFxMenp6j+4XHq07adIkM1p3z549+P1+0xmhP6N1x6VmY5clfF4/Hf4gWkLnipPhDmAMIdlCFdaTw1K6y4GqCYR0MltKE0brQVjdIOQ8IMtGj5fuTYsAmyRjk0PDViI0hCUJVE13TrDJduzIZhSuTXPS6m/G7pCxJejRtk5cSAJURcPjD2C323C4HChyAA9t+vCX0RgQWpcsjNqr3mThFe04Q/GvMraQaNTbC5wk4iQBHx1oaPiElwQtgWQ5vZNQM1wHbLINh5pAEB8eWjm2pxZnoo1Bgwdhs9k6iWMZB7LQh8cQGgI7dlwosue0ElALeR7orgw+bMjYEN1aaRnYJReK1IYjUWJKyUQcSoLZ8rJv3z6SkpLM16BKkLrmGqaXTCEhMVHvS8aLzYzTDUl4YUPICkGCCE1Dxq67PeAgkjUdr9dLRUUFWVlZTJo0qd/ODeHvy4kTJ9LW1kZdXR2HD3e+GDD633v6vJqmsX379rgVsi0tLZSWllJQUMALL7xgCdkoYdgRDvRzWPQNS8z2M4Y9VF+pqalh69atneJzB6KFIVzMhtvFxKqQNUIi2tvb+2S9Falo3dEp2bhafOw+cIQ5EyfyvnIIj6qF6mt6N6yKhisUY6tq6IEL6FXDZLtuzSVJoSEwTejJV8ZAkNBFrq5d9S+qmoYqy9glCVWE+d2GqpxGa60WWoFHeEkWyaFsLZV2rQ1vixeHw4lhmapXUAWSLGO3ydhdoW19VbcMC6gB0EC2SdhkGylSBiLU2uCUEkgXWbi1YyBBQPhIlJLRYxYUggQA8IeEnC7s9fYCj+ggUUvFsAmTJRt+OkAIZGHDLslowkYg4CdvZCZOhxNZlkI9yDqarHt6Jog0JBIJ0BGyAnOG9eOeil7J1QWwjN4f7ODMQ0sSEilSBj5bKzYJHHaH2fLS1TN56MhBZOakI9mlkHuFTbf4wouL5C6PK2MXoX5lhFlZlggv4w8cXq+XjRs3nuJ7299IkkRaWhppaWmMGTMGn89ntiPs378fl8tlCtsztQkJIdi+fTttbW2UlJTEnZBta2tj4cKFZGVlsWzZsrhbv4VFpLHEbD/T18qs0fO3f/9+pk+fTn5+fr89dncYAjnc7zBWhWwgEGDTpk1IksTnPve5fqtUdBetW1dXR21tbado3dzcXJKTk3t8bIzf5aFDhygsLCQzM5OR9V52tdUiIeGUZDwhb1CPAi4bqEIXphLgV8EZisQVofxaRUCSLKEiQtVacJmpCKGfR5ZwyDJ22YaqGdP16FU9WQ4NihkCFzQRxKt1kGHLRgsI2hs9JDmTyEzNol1rQSEYckZQkSVd1iGF5Lhdl4Oa0PR+WiRUTaW+rRan04XD5USTNZxSAqlSFm006WEBUtCszprHC1BEsFNvqkDQLBqQJRkHTlwkokn6UKJAD5rwtHXgSnJhtzvM+xj/FcYDAz46sJnVTIGfduyaAwWBQkfoPhrGpUboaIYG9NTQ1yUSOXOkqMPmQMGFQCGID1vo9oZncjAYpLa2lgRbEm11Xmr99QwuyEcJKLhSnAQcQWQcOGzO0Aok0GyhOnbkMQIccnNzmTBhQkTPDQkJCQwbNoxhw4ahqqp5MbB169bTegCHC9l4rMh6PB5uuukmnE4nK1eu7NPFtEXfkSVM68SBfA6LvmGJ2R7QW2suw1Klt0MMxrZYfX09s2fPPiW56mw2WueCJEmoqoqiKD1KoYkWHR0dVFVVkZaWxpQpUwbUrzIxMdGM8QwEAtTX158SrZubm3vafHrQP1B37dpFXV0dJSUlZszwiORc2pQgKhqyAHegGQ0VGzIBNWRxJU66G2goSOJkfC1CtwETmoYm6dVKRWjYhF5h1Ku7ImxjTKDqPl5hJ0xJ95wNRdbKsowiFNp8LbgP15ObnUdWtu6WkUgSbbSYrQJ6e4OKJHTRrD9D2ACSpFdxnQlOFE0h4AnQrrSRmJKAHTsJchI+PKiaSq5jMJIkUaceD/WDdr5QO/kT6FvqNmx6ShgpelytonJw/yHUoMLICQUYJmVyqDfWCITAaMkIhdzqx1W/rYLSydrrpJA2XH0FNuyhW4tQs4TotL5wVIL4NR9+LQCSSoIsEZT8ZkX38OHD7N+/n6KiIjIzM/VViQABvPg8AWqO1pKQ6aJZaUH2OHp9AdXfnCnAIdLYbDbTlUQIQWtraycP4IyMDHJzc2lqajKHvSJt/9VXfD4ft9xyC4qi8Pbbb5OcfOYLJwsLCx1LzPYz4X6BvRGGgUCAqqoqVFXlwgsv7PZqvL/bDIQQOJ1ObDYbH3zwgTmkkp2dHVOitrm5mU2bNjFkyBDGjRsX0Q9UIx1qyJAhqKpqbnka+fSGsM3KyjKPmaqqpg3Q5z73uU6/yyGJaQxJPHmRUt1ew6dN+9GETKIU6oWUZdoULxqCjqDuOSuH+Yx6FAW7LCEkUEPesg5Z769VJQlFaPgUhSSHIzTsFWZTKultBl2PoYSER/KSPjwNu1OmRW0EBHacpp9saP7f7HY16DqQJiEhOcEVCkDQ/CpIAr/i5/Du4+SMysRmV6njOIm21FAPaJBweSij/0A2ScanBrAJGWS9bmrDjhrQ2Fy5CafTyYwZM8AGHpoBUPCbQlRGOrk4YQu1FoiQ0A2gN1vYQ1JdwobDTCUDVf/5EWjICBQ0FHxSGzbsOMWpnp+apBAQfhSC2LCjIVCEH5vk4NDBQ1RXV1NUVNSpz9smOUiQZBKT08gam0tDsJZAMEizp5V//etfPd5a7286OjrYuHEjQ4YM6XM4S38T7jMd7gFcXV2N3+8nKSmJw4cPn/WiM5YIBAJ8/etfp6mpiTVr1pgXwBbRxeqZjQ8sMdvPGGJWURTs9p4dXqP6kZKSQnFx8Wnv159tBsagl81m4/Of/zwtLS243W527dpFMBjsNAzV059jIHC73Wzbto2xY8cyYsSIqK0D9N9t12jduro6duzYYUbrZmVlcezYMSRJ6lEK2ciUQTQGPLQqfn0+XQYhNFw2iRalHVXI+DW969UIXJAVlQyXDVWoSLKu1YKqhsumx9dKgFfV43R14aOLOlkSeqCCrFdvAbMmKaFbgQmbhiIUnJIDFTVUDXXhF140VCQhcMp2TuaKnfTANf9jOjCEKsIuGzZZxmGDoWMH4Q/4EQ6BR/HQ4fHgcrpwOB1mhVSEHl0OVYIJbdg7hQtVUgj4AlRVVpGSkmKa9SPprQwBzW8Kb6NFwC7pdWUVDUX49Z81rBqrEiRkmBY2NIYZnHsyr0wyq7OS+f+dP4TsIoE02WWGPfikdvyajw5fOwo+SmaVkJrSWaToVmkn32OptkzapCZyh2czdvg4mhqbOjlwhG+tD9R704jLHjp0KGPGjIl5MZiQkEBbWxs2m42LLrqI9vZ26urq2LRpExCZY9YXgsEg3/zmNzl8+DDvvfdev9ovWlicD8TeuzrOMfpNe9oO0NDQwKZNmxg2bNhZt/H6q82gO8eC8GGotrY2c1t9+/btZGVlmRXISPafHT58mH379jF16lTy8vIi9rw9oashfGtrK8ePH2fnzp0IIcjOzqa2tpbc3NyzbnUWZY0+5WtCCN6q+ZB2RcMwrzJ8alUBPlXRe0w1vcdWAxDhrw2BR1VIlBxoQugRuSEZRthQmNlTaljHCvAJLwp676oHD0CYoNNQRBCn7MSwygp7pLBnF6Z9lB07dklGSBIup51kVwoerYOgFkCzCRprmggEAiQnJ5GSmEJqagY+mwehSaF4W8V0N/CoHTQ2NpGRkXHKRL0DB0H86NZful+BhhYamtOTvsJ/Fn1eTpg/hw0nMrJu3SVkXCSGgghOPoefdkw/X1kBZKQw/1fdP/dkNVgWDhSlA03WGDxsMMmOlDO+FgCcshNZ2PApXtqkpk5b6y0tLeYw1NatW8nKyjqZQtZPvZWGkB02bBijR4+OeSErhGDnzp00NzdTXFxMQkICycnJ5OfnI4SgubmZ+vr6U45ZTk5OTMTDqqrKv/3bv7Fr1y7Wrl1LTk5OtJdkEYYkdRpJGLDnsOgblpjtAb09mfe0HeDo0aPs3LmTiRMnmob/Z6I/KrNncywInyYeO3YsHR0duN1uc60ZGRnmh+tADSYIIdizZw8nTpzolfVWtDCcJurq6hg6dCjDhw+nvr6e48ePs2vXrjP6jJ7pMYclDmZ/x3F9WAwZJTSGZPSuGn2wEnobgiZEyNrrpIetX1GwyRKqZAMhaPV79cCBUHVK1TQc9pDICzkWCCFQNOVktTVUbnXiIoAfVQRRVFmvJkp6Xy9SqNopgSyMx9FCj6mhqRJCEmiSHwC7bNd7hRMgZ0S2HqkbUGhvbmff7mpGThuqO4PIGja7HRUFTaj4fH6SEpIZNmmE3u9NUD8qQh8Kk3GgETDbIdRQn6ymiZBbgzBbEIwYMyEEKgFdAkuy3mcrCTQRQKLzxZveMRxElTQSsCF11vCdbysEx48cJyD7SMlNAjpIpmev5VTS8dJBkCBBNYDD5kSSJDIyMsjIyGDcuHFmolZNTQ27d+8mJSXFfJ31NlFLD5BQ6GjVAxFGjBjB6NGnXmTFGoaQbWxspKSk5JRzUviF+rhx4/B4PJ2GO8MjidPS0iIu3DVN47vf/S4bN25k/fr1nQZ+LSwseo4lZgeAs4lZQ6wdPXqUoqIisrOze/y451qZFUKYFVnouWNBcnIyo0aNYtSoUfh8Ptxut+nNakz55+Xl9dugQlfrrXjIIm9sbGTz5s0UFBQwatQoM+1o5MiRZrSu2+1m37595odnXl4eqampZ/wdZDhTSA8m4sSOJmnYhY0mtRlV010PjFeCBDgk0TmAQOiOTSpgQ0LRNBT0rXMZlUS7HQ3d1zagqjhkG7oBv15ZlARoRilYAn36328+n2J4nsoysmSHsOEtPRABBCqJUhKG/ZVZBZb0GrEs2/BpHjShkGJLQ0qSyUrKYWTeWOrr3dTVN9DU1IjT6WLYuMF6zK6wMyhzqHncdHmvhI6Fbsdlw4aCQhB98CpIMNRWIIf6hyWM4bpwtNBQniFmDd9XBwlhw2haqIVCIyB8uKQE6CawQAjBjh07sKdIDB40GFUKEhQK7cEWUh0ZZ31N2W0O0kUmmqwgnUYxJycnk5yczMiRI81Bxbq6Og4dOoTD4ehVopYmBQlqftp8DebrONY5m5DtjqSkJAoKCigoKDglkliWZbNiO1AhKuFomsa///u/s3btWtatW8eQIUMG9Pkszg2rZzY+kIQQZ6gtWIB+0gwEAj2+/fvvv8+UKVO6FamqqrJlyxba2tooKioiJeXs244GW7ZsISkpibFjx/b4PnCyrcD4VffHAEkgEDBFWmNjI4mJiaawPZtIO9Njbt68GSEEM2fOjAtLHSNOd8KECQwdOvSMtw3/8Kyvrz9rtK4QAr8aRBEKQU1BEUGq245SqzShCEI2U2CXAEm3lLIbj6EnMQASNomQH2uoXitJpNgdOGQbSHp1Vpb0tC1JlkK76HplFeQuuQwnu0qlkExNlJMJSMYwld7tapPsIWFpxyHr2/dGhTd8YCyg+UPjVTZcNhcOEkiRU0ORufr7pbq6mupDB5lQNAbZIRPoUElJSCYpJRm5k6fNyY8dRQqEYmoTSaT7C6J2Gs1jJEItGraQF69uayaQhR0nCRihFrrZVgegYZNsOCQXclh6mEB3Mtmzaw8dng6mTJuMw+XAr3hpVVvQhMZQ58gevgcFGmrIvqzn7ydVVc1+7rq6OlRV7ZSo1V0fd0tbC8LhByGTkRj729yGW0hDQ0OPheyZ0DSN5uZm85j5/f5O7Qj9vQulaRr/8R//wfLly1m3bl2vz+kWA09rayvp6em8s/dNklMH1lWio62Da8ZdR0tLyykuRhY9wxKzPcTv9/f4tv/85z8ZN27cKX2ePp+PyspKbDYbhYWFvRZr27dvx263M2HChB7fJxKJXoYZfG1tbSeRlpeXR0ZGRo+e0+PxUFV1cqhnoKsi/YHR03umON3TER6tW1dXhxCiR9G6iqLwUVMVQaGRKCehCAWHbKdD6cCj+UJDYGAMLJnuAMbvQBg9YBKZDheyTdK9aIUecOCwhTZrQvZyQtLTvCTp5CPKnBSyQKjSKpnCUkJClmzm9+3YCU226V+XZL3FQLJjEza8wgsIkuQUtFA1N9mmn9CNAcCJEyeSOiiRoAigqirtLR2gSbhcThJcCThdTmTZFhLZMjZZJiB8qEIjmYwuDq0CIWl4RTsaKoTCIvTjJGMTDmw2CU2T9GCGkCtDOH68aASwyw4Mqy9V099nDY2NBINB8vJydSsKADSE0GjyNZNsSyXH2Xk7WRVq6Lj1r1NBuIVVXV0dHR0dZGZmmq+1xMREM2lw/MRxDB48uJP3bywSLmSLi4v7ve9VCGG2cNTX19PS0kJqaqo5FNvbFo7uHv+RRx7hmWeeYe3atUyaNKkfV2/RXxhidvW+yIjZq8daYrYvWG0GA0B3bQatra1UVlaSlZV1cgL7HB63N20GkYqmNczgjSl/w9h88+bNAKawDbevCqelpYVNmzYxaNCgqHtZ9gQhBPv27ePYsWMUFRWd0+RxeISnMdjTNVrX+H54Jc1ut3NRdhHtSgd+NUggVLVtkmz4/T40TQuJ1ZO5VmZhNfQ/hjBrUwKkSE4zJUwIgaKq5u9IhL6G1LmaejKSQLfOUkMVWSEM0Wv8Y7QkKNiF7oCgCRUJfStfEwGU0HCFEAK/8CBJEu1CIZk0s+fYGAAMCD9BEUDIgoyMdAhKtDd78AgvDfUNSEImJSWFlORkHAmJZnHaSzsp4b2qsoYmlFDamH5QhCFoQzZkQj1Zf+4OBy78BFGFgg0HMjY0SaWlpRlvu49hw4Zit9lDfrYQwIskgdPmJIiPgOrHbrPrAblC0E4TAokUTXc60EX/6UWlCKuyn4nTWVjV1dWxZ88eEhIS8Pl8DB8+nCGDhsb8dqcRZV1fX09JScmADHAZbUIpKSmMGjWq2xYO4/2ZmZnZqwtvIQS//OUv+fOf/2wJWQuLfsSqzPaQQCBATw/Vhg0bGDx4MMOGDQP06tLmzZsZPXp0n6aD9+zZQyAQYOrUqWe9bXhrgRTqg4w0xiSx0WcbDAY7edna7XYzzWfMmDEUFBREfI29RdM0duzYQVNTE0VFRf1uai6EMG2F3G437e3tZiXtTEN3df4GdrTuwqMqncRsuG2WwxwOO+lDYPzLAThs+na2U5Z1QSsIhSvorSldK7M2yaY7dxjtK9LJVgJZks2gBUPUGpVHm3DoglbSX5saiv46RSLBnohTdtJ8pIO9e/cyY8YMs12nTW3Bq3kICj8gSJLSSLInEpQCCE3D7w3i83pRFRWbbCcrOx3ZIeFXgyRLadhxhES2hiapqEI1e4xt2PXBLox2IhkHCchIIa/ZUwniJyA8+m1FAj6tDUVTcdoSkGTDuiuUbEZA/1kVFSSwyQ4SpSQcobzgZlGPJrRQhK7u75ssd+8zKoSgQ7QCEilyGmcKcTBQCKBbtJ20QDMuOFNTU/F4PGbPqOGbHGu7I4aQNYJIouFEoGkajY2NprgNBoOdWjjOtNsmhOCpp55i6dKlvPPOO5SUlERw5Ra9xajMrtn3VkQqs1eNnWNVZvuAVZkdAIzKrBCCQ4cOsXfvXqZNm8agQYP6/Lg9qcyezbEgUpzO8mv//v1s27aNpKQkOjo6mDRp0ln7TWMBRVHYsmULfr+fz33ucwOSLhQerTt69GizkhY+dGcI2/BkqBxnFgk48Mlhrw/DjksVYNM7Wo1RJUOsmr4Hcug7kp4oZtfMWS29oqrpnQIn7yHMizvDb1UgkISkT5+F1YVDo1/IkkyCLQGH7MAb8GMTusOCKumetAJBUARR2lVqW48ztWQSIkGhKVBPij1N78+VEhFCIUCQdtGCS3WRYE9GkzUSkiE9OQNV0WhraePE4TrsiTLOFAcezUu6Mx05Uda39IVkClk51N3rJBGvKWY1tJD/rEAze2bD0auzXjShcOTgPpKSE8nMy4SQV7BRnTaOI6Ght4DmR9VUEkjG2NFPJp2g5EMWNt2JQZJDAlQ/hieryAb6kJqCH5ss6xVrIYXiLOyntAqoUiDUf6tgEw5aG9vZunUrEydOZNiwYZ18kw2v6Z6KtEhgDM1GU8iC/r7JyckhJyeHCRMmmBeeR44cYceOHaSlpZkXBOHvTyEEf/nLX3jsscd46623LCFrYdHPWJXZHtKbyuzmzZtJSUnB5/NRW1t7zlvRXamurqapqYnCwsJuv9/VsSBaFdmzYUx619TUkJiYiMfjITMz0xyGisUsciOhzW63M3369LOGIQzUGoxo3YaGBhISEkxhm56ezsGOQxz0HNPtuyRdpAkFbDbQZP3vZkhCqJVACrUY2GVZj8k1vh/6r9NmWHip2GWbOWCmhSqpNkk2bx1embVLNgzprFcnjcprAnbJRluwA0JetDZJRpVCrQqq3qtrt9lDMbtBPfgAm7l6GZlgSOjZsJNv13dAJEmv/AbwEiBAAklomqBdaUHVFJpPtJCanYzNaYOAjaTkJGw2fY2KUFBDfbNGm6uDhJDVmA0hqXpoBDYcwmWuxRvooENpRdIkUhOzwKaihrkkGG0MivCfHK4Tur2XJGTSZL3q7Bcd+IQfFwkkyEkE8YXcFqSQX6+MDYcpaAPCG2pdkEmQkwgIL5oglM7mwEnn95AacneQJZmOFi9VGzeddmhREyodng4a6htpaGigqbHJtJczRFokMYSs2+2muLg4Zh1ODOeS+vp6Ghoa2LlzJ5s2bWLevHk0NDRw//3389prr3HZZZdFe6kWPcCqzMYXVmV2AJAkiaNHj2Kz2bjwwgv7rYpwJp9ZERrYMSq3sSpkNU1j27ZttLa2csEFF5CcnGxWHw3vR6O60Z+WX33B4/FQWVlJWlraOfc79wddo3UbGhpwu91mtG5Obg5DcvLw2v3UK01oqkaSlIDD5sAn/CgoIUl5ss3AeI2Y/w09l2SUZEM9s3o7AaiqCFV80e2rxMnBKZCRhQySLr3MimTYNaAeKqAPg2mSXr20k6jXddWQQLbZdMsvbIiQaDVqvfo99KEt0FAI0qTV6cdHcpEqZxCUAqgE8dKGJMvYnTZkIHdkNrqzlka7p4PmE40kJiWSmJCA3ekEm4YRLKEPrQlsOEJCVgFJv1gU6IERfr+fqorNjJ5UQEZmKqAhmyELImR1ZhxCCUnIequD0Lf9gyJIQA3gtDkBGz7Ni0KABDnJ7MPVYyo0kBVUNOyaLlIdUgLBkDeuJvR12rGZwrcrNuzYsNNQ38DmzZuZPmMqWbkZqCKALOyd7qPJKq4UO8NSB1Ewchh+n0J9Xb1pL2c4l0QiKlYIwd69e6mtraWkpCRmhSyAy+Vi2LBhDBs2zExX/OSTT7jzzjtpb2/nsssu48iRIzQ2NpKVlRXt5Vr0ECs0IT6wxGwPkSSpR5VZw5TbbrdzwQUX9Gt04unaDMIHvSRJiprYOhvBYJBNmzahaRqf+9znzK3LxMRERowYwYgRIzpZfu3fv5+kpKQ+W371hdbWVqqqqmJuOM1ms5nHxbAVcrvduHedIBgMIk2wY7PZcTlcIEukSim0Kq26CJWlk+0GoSABCAnGkGo0XutayOVAFhIaGqqktyfIYAY0gG5pddLnVgsb/8LQdmFjYXT6ryY0Opp8OFNs2O02hKQLOEeov1MLCUM1dA8NI8HsZCuDU3LikPTXk4tkJLzm92QEAfReVWz6V9KyUklLT8XnDxJQgzTUNpGalowrwYVN2LE5BaoIhlLBnPqQm3RS0Hp9XiorKklPTyc7PQ815G6A5OBkkoLQlWyoy1joDrxIsoRdcyDJKorw48CBAycICBDEp3hIsCdh9CBooSMgiZPvawkJm3DiUdtQ6SDNntltz6wu/YMIIWhoaaD6aDXjZ4wlPfv04Q2y0JPbpNDVSLhIM5xLwqNie+LCcS4YQrampibmhWxXbDYbl19+Oc3Nzbz11lv88pe/pKWlhV/+8pcsWrSIiy++mEcffZTPf/7z0V6qhcVnAkvM9iNNTU1UVlaSmJhIWlpav2eAd+eSED7oFc3+2LPh9XqpqqoiKSmJadOmnfZDz+l0MnToUIYOHYqiKOa2+saNG8/J8qsvNDQ0mIN7I0eOHNDn6guyLJOVlUVmZiYOh4NDhw6R05pOi9pOc7CRhOREUtOSyUvMoUlrRENgw4ZDsoV6OgWa0FO8RJj+lJBQEcidSqzGxVTnCyZFU7DL+m0kJIIiGBoCsyFL0klB1o1DgE/xICcLhF3fyDf6bwMoIbFtiGMVUxkj4ZB1sRvAq6eSiQCyzYYNm96PihGTAA6ceGjt9LySLJGQqCdrJSYl4ff78Xr91B0/RnZWFqmZyQQUjbSEDOySC0Xo7QN+rYOjNcfJzMpk4sSJIauxIAIFgYosjPe9jCAIsoqk2cE82gKbrFdK7ZKdgNyOJGykSmm00EQrzSSEeePKyKCd2nrjwElQC+DDQ5Kait1mRyVgtiQYdKhttAXbaGhoYEjBYBJTEghoQZLp3uNa77cNvT+7XL93dS4x4nUNF47weN2+9JQbjiE1NTUx3VpwJt544w3uuOMO/va3v3HjjTcC8PDDD3PkyBFee+01qzobNwx8aEJvfKQtuscSs/3E8ePHTfP8YDBIR0dHvz9H1zaDWHAs6AlGdTM/P58JEyb0eJ12u51BgwYxaNAg05fVcIaQJMlsRTid5VdfOHHiBDt27GDy5MkMHjy4Xx97IDAmvWtra5k1axapqfokvOGX6T7ipq61ltQRqcjZem+pU3ZgkxwgQVDzmolYGsJsMwh3Q+gcRHVyLMo40StaMKxdQS+DykLSm3bNe4VibjnZOiAE2Bwnjb8kocfiChTskhPZ9F/QXRoUFECQYNMFXlBVQpVbDY/WhkNyIMn6B5AqNBw4cZJg1oJP2nEZK5WQZHAlOkgmhexxubQ2tSEEBBQv69dv1gVaXi5J6S6EXWHIiHzsspOg5DXXrT+cpg9aCRkbdhSCANgkgUuknjwGkhoS6QAKQlJJsCfRprQh0Aiofhw2J6pQUFFwSYlmNduI7tX9fW2Aioc2UkQ6qhQAISFj188JSLR1tOOX/GTmZDIstQAj6a2vyLJ8SlSs2+02LdVONwx1Ngwhe/z4cUpKSmKi1ai3vPfeeyxatIi//OUvppA1GD58ON/+9rejtDKLzwIPPfQQDz/8cKev5efnU1NTA+jvoYcffpinn36apqYmZs+eze9//3umTJli3t7v93Pvvffy97//Ha/Xy5VXXsl///d/my5M8YYlZnvI6U7Exon30KFDzJw5k9zcXA4ePHjGONtzJbzNIFYcC85GfX09W7ZsYfTo0RQUFJzzOsN9WcO31Xfs2IGqqqaheU5OTp+2Og0HigMHDjBz5sweRw1HE03T2L59Oy0tLXzuc5/r1KMdHnnq9/tx17k5UV9Du7+NgMNFSmoSycnJpDgzaVLrQZLQVL23Vpb0YATjYulkVbQzIkz8CqEHNAgINZsR+rqujDuUji73Bdkhhz2uXpU1/qoS1BsFJKH/V2ihSq/Ao3oxzMb02q3u+yoLG07ZgQCCBAjiR5d3ThQCZmXaeEZV6FvxABo+bLKNvJw8fLSR4HRS+LkZ1B6tY9fOXSSlJjB6YgEulxOhqUg2vadWAt3JIfQomqShCQ2EhJA0hCRoDTbh1/xIkoTT5sAhOXAKl3kWFgiSpGR8ooMO2nAIO0ERJCgCuEgm2ZYECPxaAL/mwyHrLQ0ysj58J8Cj+dCEiibakZDxd3jxtHpIG5Sse9fKem9zfyNJUqfoa6NdqK6ujgMHDuByucz3b3dpdwZCCPbv3x/XQvaDDz7glltu4Xe/+x1f/vKXo70ciz4yMO+YU5+jt0yZMoU1a9aYfw//3HviiSf41a9+xbPPPsv48eN55JFHuPrqq9m9e7dZ6Fi8eDGvvvoqL774ItnZ2fzwhz9k3rx5VFRUxJwtX0+wxGwfUFWVrVu30tLSwuzZs80XSXftAP2BUZnVNM18/FgWskePHmX37t1MmTKlz7Zk4Rjb6llZWUyYMIHW1lZzOGXbtm1kZ2ebAyq9cR0wpqaNHr14mCpVVZXNmzcTCASYNWvWGbd2XS4Xw4cNZzjDCQaD5gDZkT2HcTgcpE9OQTg0HLaTYQKykHRRJhkDWJ39TE9WV0MVTwmz3qgJDUlymP9vx4FNtqFpqj7UZNzXbF2QQvZRcqjTVQr1xxrNB3q/qzEIpqF1WosNmUR7ApqqhdZgOCmAR7ThFAknh84kmWRSQs0LQdppAYwPLnvo/50oeHEm2Rg8PB9vsIPUlDQ8jT7kHJlgUOHY/hrGzRil++di10W7MAy5dAEuSRoIYSaSaULFLzzYcZFkV0K9wbqYTZZS8ONBQUFRA+jpYhp+OkjWkkCScUhO3UpNAqes9/PaJTtCUrGpNvOn7mhvo7mphYLBI7A5ZCLpWxPeLhSedrd161Y0TTNDB3Jycjq1Yx04cIBjx47FrZD917/+xc0338zSpUtZtGhRzJ6bLeIfY+eyK0IIfvOb3/CTn/yEhQsXAvDcc8+Rn5/PCy+8wJ133klLSwt//etf+dvf/sZVV10FwPPPP8/w4cNZs2YN1157bUR/lv7AErPniN/vp7KyEkmSuOCCCzqJiIEWs4qimG0FsXiyNKorR44coaioiMzMzAF7rvCEo3Hjxpm+j4cPH2bHjh09tvwKd1mYNWtWXPToBYNB08mguLi4V8Ld4XCYLRyGEXyN+wSexHbkBBmn3Y7k0J0F9N5ZFUJDkLojQTddZFLXv0oEtaDuXIBARTGDFsKrtZw0YjU2/UP9tbqsNR5XQ0NGxoETWbKZ4QkOEhCyGuoVtSPLNt2WDF38aqFeVoUgIlQpVQkQwK+7B5ASEs+6CA7gwYWLAF5dMCsqHtVLwbhhOJ0uvYdV0nAlOBk7bSSeFg82p0zQr+B0OHG6XNgdNmTs2IQDr6pXV+02O9n2HBQRICB5UIWKXbIhaxLIRiSwjUQ1CUUKEhABs3os0GjVmk3XgQQ5kUQ5mUSSUbQgsgxC0kgiCQE0N7awb1M106dPJy0xi5M9I5Gnu7Q7o2K7bds2s8/W4/GYPbLxKGSrqqpYuHAhDz30EN/+9rdj8txs0Xsi8TlrPH5ra+e+fpfLddoCxd69exkyZAgul4vZs2fz2GOPMXr0aA4ePEhNTQ3XXHNNp8e57LLL+Oijj7jzzjupqKggGAx2us2QIUOYOnUqH330kSVmzxfa2tqoqKggMzOTqVOnnlKSHwgxK4TA4XAgSRIfffRRRAehekN4QtasWbNISel+yGSgCI+h7M7yyzhu4WJVURQ2b96MoiidXBZiGZ/PR2VlJcnJyd2+BntDuBF8eLSu2+3G7/eTnZuFbaQEssBwlT0pZgVOOQEh1FAv60lUoYYEWkiUAooaJHyg4mT/pi49DccDXdCqaMhIIuRfK/Re06AIYJOMx9TFqfGIXs2nP7mm/z18TSpeveoqwCE58NGBKnRf2EQpkUBoiEtFwYdH94sV0NjUTGpyKnan0/RVECGXB5tdJi0jHaGp+KUgmlBp62hDQtDi9pCVmU1GVgZe4UMIDVVWkWW73kohSXgDfjKdOXoGQuiYJMmpaLKCKgR+4cWHFw19nbIxHCfAJRKQJRt22WFWhCWE3n6zbWen9LRYGTCRJImMjAwyMjLMPtu6ujqqq6vx+XwkJydTW1uLpmlRcS85V7Zt28YNN9zAfffdx+LFi+Nm3RaxxfDhwzv9/ac//SkPPfTQKbebPXs2//u//8v48eOpra3lkUce4aKLLmL79u1m32x+fn6n++Tn53Po0CEAampqcDqdpxSawvtu4w1LzPYQ4+RkREAWFBQwduzYbk9aPU3q6inGoJfdbueSSy45ZRDKEGiZmZlRteUKBoNs2bKFYDA4YAlZveF0ll/79u0jOTnZvBjYvXs3CQkJFBcX97sDxUDQ0dFBZWUlWVlZTJo0qV9/513FRkdHhx7ScLgOUjUS0l1IslEz1euEDsmBhBNVtHfqqDXyryShV2NVTdEdYiUZu+TAJtnQhF71MAILpLB/Tj6GZtpSCaGhyUBosCtgxLQKuy4yzTGvk/8OR0PBJtsQksCBHVUoej1WEiHn2lAoAV6E0MV2WkYaLofTrBZrKKYo1gWkDbvkxJ7gQpH8JCUnoKoantYgO3bsQFEURk4ZjivNSZu9iUw5FwkbEgrYVIKSLsBlSULS7NgkOzbhxGY72YeromBDr5LbZL1CHhRBXCHXAeOYHTt2jN27dzNz5sy4mJZPSkpCVVVUVaWkpASfz0ddXR2HDh3CbrebQ57RPredid27dzN//nzuvvtufvSjH1lC9jPHqQ4sA/MccOTIkU7tbaf7DL3uuuvM/582bRoXXnghY8aM4bnnnuOCCy7QH7HL6/Dk7MPp6cltYpXY/+SOIQ4fPmz2gA4ZMuS0t7PZbCiKctrv94ZwD1mjPzZ8EKqpqQm32822bdsQQpgn/+zs7Iie/H0+H1VVVSQkJFBSUhJzorA7y6/jx49z4MABbDYb2dnZtLe3D7gJfF9paWmhqqqKoUOHnvZiqr+QJMmsdI9Gj9atqT9BY0cj/mA7LlcCyRmJkGTDZpdwigT8hIQZtpCtVui1K8lhPrSgGn2wktEOcLIqe9LCi07/ry8KvUVB0oe7bNjRhEoiCfgkDyfNvQzHglMFrSpUNElFaBIJst56YsMOyGiGP60QeDs8JCUngeNkX69xiaqh4sCFhoJGMOSWINCkIEJo2GwyQ0bkUzCsgDZfC431TQSCfjyeDup8DWRkpuFKdOCQHahCCR0HAZKKTZx87zgkp/l34zgEpQ69h1nt/P4+evQoe/bsiRshC3Dw4EEOHz5McXGxOXMwePBgs/Wlrq6O7du3oyhKpz7baCTwdcf+/fuZN28eX//613nooYdi+txhEfukpaWd06xGcnIy06ZNY+/evZSWlgJ69TXcicftdpvV2kGDBhEIBGhqaupUnXW73Vx00UV9+yGiRGwpjhjm0KFD7N27l5KSkrP2gPZXZfZsjgWyLJOdnU12djYTJ06kpaWF2tpaM1vdELZ9nfA/G21tbVRVVZGTk6P7bsZoBcXAbreTkJBAa2srBQUFZGRkmCbwxsVCfn5+zFWDDN/bMWPGUFBQEPHnT0xMZNTw0Yxi9Mlo3eNujjXo0+p5ebk4Byei2vzIyCSQiC/gp72jnaSURIRTwxiKkhEoQtErjZKNrl6OnUIV0MIy7nWbKwgFOgi9p9Yrd5BAMl7aOt2/O5ySA1my61aqoeprQPhIlbLwY8cn2gFISkjSQ0gId1swDL0IVZP1UTMFBU0KIIQUVsTRUCQFe6JM/vBcgkEFj7MD1aXqrgZBcDmctHd04NIScaXLuv9Zl6Xr6WphCL1nV0gnzzFHjhxh7969FBYWDmiPen9y8OBBDh061EnIGoS3vkycOJG2tjazYrt9+3YyMjLMi/po9bcfOnSIefPmsXDhQpYuXRpT5wqL/iNyddlzx+/3s3PnTi655BJGjRrFoEGDWL16NYWFhYAehb5+/XqWLl0KYM5YrF69mptvvhnQ7Si3bdvGE0880cfVRAdLzPaQIUOGkJmZ2aMTZ197ZoUQZkUWeuZYEL49PH78eNra2k6Z8M/Pz+/3qkZDQwNbtmxh5MiRjBw5Mi4qE8ZU9bhx48wepa5JWtu3b0dVVfMDc6AvCM5GbW0t27ZtY9KkSWfcFYgUp4vWra+qJ2dCBk6nDY/qxePxkJ6RRoIrgaDmJ4juCXtSuIb3yHYvQCUkI1XXtEeVQgNeCgFdbApBEF+PXn+aECA0/CIYNmwm4RMdNNY0k5Bjw+60Y5P1dDQhNCTZmEILjZVJMlqoogqg4KWrCpUAWdJdFiTA5Ugn1ZaO4ggSRCGg+pGRSExwcuzQUYYlD8Vus9HY1EhG+untq2RhR5MCSLIGmr5jtH//foqKisjIyDjrzx8LVFdXn1bIdkWSJLNiNWbMGLxerxmmsnfvXjMlMDc3l7S0tIicg44fP868efO49tpr+a//+i9LyFpElHvvvZf58+czYsQI3G43jzzyCK2trdx6661IksTixYt57LHHGDduHOPGjeOxxx4jKSmJr3zlKwCkp6dz22238cMf/pDs7GyysrK49957mTZtmuluEG9YYraHOJ3OHp8kDTF7Lv0nQgizGgvnNknZ9eRv9D1WV1ezfft2srKyzD7bvgw7HTt2jF27dsVNsABg9hROmTLllAb5gbL86ivG9vH06dPJzc2N2PP2lK7Ruk3NTVQfPkiHvwOny45D+JHTHCQkJSGLgNmKIAE2ycHJhC/MEkW4sNXFpl6VlQBN0sxkLwA79lDf6xl2Q6STfaWKUFBVVfc+kB0oKMhAh78dd0MNo7NGmnG/CAlZsiOHmiGUUJCDhECSbHpbgwAJG0JSjAWb8b0SdiSCoTAFBYfswi4J7Nhx2Z0IWfe3HTVqNJoI6gNnLW62bN5ieid3jYnVrcM0ELLpiVxUVER6+ukjamOJ6upqqqureyRkuyMxMZHhw4czfPhJi7m6ujoqKyuRZdm8AM3KyhqQC9Da2lrmzZvHxRdfzB/+8AdLyH7GiaSbQU85evQot9xyC/X19eTm5nLBBRfwySefmDt29913H16vl7vuussMTXjnnXc6vd9+/etfY7fbufnmm83QhGeffTYuPWYBJGGEsFucEU3TCAaDPbptIBDgvffe4+qrr+7VCyM80QsYkJOkkdLjdrtpbW0lIyPDFCJnsq7qus4DBw5w+PBhZsyYERf9eUIIc1tz5syZvdqKFUKYFwRut5v29nbT8isvL2/ABt36suZocvDgQaqrq5k5cyY2mw23201dXR0dHR36xcLgDLQsvaKaLKVjQwr1oqq0h9oEwiump/TNAi5Z71FVNZUkKRGb7AxVV72mOLZJDlSCuh1YuMWXpp0cYJNtunAWAqEIHDhxOEMCVwIR0sd22RhiU5FCcbkqKkFJD26w49LDCiSV8GqzXbKfrCojY9MS9BAFNH3ATA4iSQI0O5KwoclBJM1GW3OHedx8Pp95AZqbm2tegFZXV3Pw4MG4E7IHDx6kuLi4332cjZ0VY9AzEAiQnZ1titv+cClpaGhg7ty5TJo0iRdeeCHmZgMs+o/W1lbS09N5/+AaUlIH1iquva2DS0ddRUtLS1z4m8cilpjtIb0Rs6qqsnr1ar7whS/0+ARqVGRVVY1YEILP5zMFWnNz82mtq8LRNI2dO3fS2NhIYWFhxK23zgUhBLt27aKuro7CwsJzqgaF4/V6zeNmnHzOdtzOZc1GPG1RUVGf1xwJwmNIu1uzGa3rdpOQb8eV4iTBlkhCQgJ2uwMJCY/WYcbq6oRcDOjctmOXHMjIZhiDy5aAhIwiggTR/Wdtkj3U1yqwS46wLgC9bxdJf5zWhnYSU3UR65QSQz9LEORQhVg7uRZJ0iu0iaQhIemuB5Ie7CvQQurXBpICEsjCgYQNWUJ3dRCdL24FGkJWkIQdSchmRdocgAtdSBlpWq2traSlpWG322lpaRkQUThQGFXkSKw5/AK0rq6OtrY20tPTO8Xr9pbm5mbmzZvH8OHDWbZsWVxY+FmcOyfF7LsRErNXWmK2D1hitocIIQgEAj2+7dtvv81ll13WKVr0TLfv6lgQaQKBgCnQGhsbSUlJMQWaIVgNP9ZgMMjMmTN7XMmNJkZKm8fjoaioqN/X7Pf7TYHW2NhoWn4Zx+1cfpfh8bTFxcU9eg1FGyEEO3fupKGhgaKiorOKBb/fT21dLY3NDXg8HSQlJ5GenU5yWhKyXUYhGPJVlXGRSBA/KioaJ9PDXCQgAJtkJ1HW/19F1e22JAVDCBuPYzO6qqSTAQJBr4qntYPM3Axssk0XvUY9WAqleZmeurp5F+iVWIfQX0vCzDwTph1ZqEchJGb77/3s9/vZsWMHDQ0NgG5tZQi0WHbiMPp6oyW+jfdpXV0djY2NJCQkdIrXPdtxa2trY8GCBWRkZPDyyy9H3XbQYuCxxGx8YYnZHtIbMQuwevVqLrzwwrNWLs/mWBANgsGgKdAaGhpITEwkKyuL+vp6EhMTmTFjRlxsrwWDQTZt2gTAzJkzB7zPNRgMmoMp9fX1oQl/Xdj2VGiEx9MWFhbGxYemIb5bW1spLi7u9QWDYZVmHDeHw6E7cQzLJiEpiSQ5udNtj2vVACSThizJJNqSSZCNiqo+sKWFYgYEAkUKIEsSLi0ZJEGQAB7aQl6wHtKTM3A4HcjYsEm2kDg1InGFKWR1n1c9aUsWDuxEtjJnJOsdO3bMPM7m4F19fUT6Rc+F8AG1WGiHMAYWDXELmLZf2dnZp5zbOjo6uPHGG7HZbLzxxhtxcXFp0XcMMftBhMTsJZaY7ROWmO0hvRWz7733HsXFxac9eXd1LIjVaFpFUTh69Cj79+9HCIHL5SI/P79XAi0aeL1eqqqqSEpKYtq0aRH/YO804V9f36Nwi/B42hkzZsSMl+aZUFWVLVu24Pf7KSoq6vPWq+EvamwPa5rWyTvZZrPRqLjxal7s2LFhI8GWRIrt9B8A3W3dH3IfwJnsINHlwm53ISPhJBGH5DzlvlqoxUEOhRZEg/AWjuLi4lMuksOdOOrq6ggGg+bAYjR9WY8cOcK+fftiRsh2RQhh9tka/cmZmZl88MEH3HDDDQwaNIibb74Zv9/Pm2++GRftPhb9gyVm4wtLzPaQ3orZ9evXM23atG6Ho/rDsSBSNDY2snnzZkaMGEFBQQFNTU3U1tZSV1fXaYo9I+P0VkKRpr29ncrKSnJzc5k4cWLUj60RbmFUuw3Lr3CBZsTTRkt8nwuKorBp0yaEEANS+e42Wjc7m9y8XLJzspDseiiDXXJil3q2U6BpGtu2baO9vZ1pJVOwO2ym2HWSEGoziC2EEOzdu5eamhqKi4vP2sIhhKC9vd0UtsbAolG1jVRlMdaFbHd0dHSwZ88evv3tb7N9+3aSkpJIT0/nH//4BxdddFHUzyUWkcMSs/GFJWZ7gd/v7/FtP/zwQyZMmHCKlVIkHAv6i+PHj7Nz585uvU0NgWYI22imj4VjiO+CggJGjRoVcx8+QgjT8qu2tha/309GRgZtbW1kZ2czZcqUmH5NGAQCAaqqqnA4HMyYMWPAxXd3jhKGE0dPBZqmaWzZsgWv10txcXFcDPAIIdizZw+1tbWUlJSc04Ch1+s1K49NTU2kpKSY79Vz7es+G4aQLSwsjBvv23CCwSA333wz27dvZ8aMGaxbt478/HxuuOEGFi5cyKWXXhrtJVoMMIaY/fDgu6SkDuygc3tbO5+3xGyfsMRsLwgEAvT0cH388cdmEodBNBwLzoVwS6jp06eTnZ191tsbW5xut9uMnoxE+lg4tbW1bN++nQkTJjB06NCIPGdfEEJQU1PDjh07sNvtBIPBThZMsdova1SRjQjFaIjv7gSasUuQnJx8ynvL6EUOBoMUFRXFRQuH4WhRV1dHcXFxvzhlhPd1NzQ0nOxP7sfdlaNHj5ppZPEoZBVF4Vvf+hZbt25l7dq15OXl4fV6ee+993jllVeQJIk//vGP0V6mxQBjidn4whKzvaA3YvZf//oXw4YNM0VVLDgW9ARN09i1axf19fXnZGMVXnl0u934fD5T2Obm5g7Y4Njhw4fZt28f06ZNi8lgge7oGk/b1fIrPT3dFGixMnTi8XiorKwkMzOTyZMnx8Tr2IjWraur63bwTlVVsx2isLAwLoYXDTu5+vp6SkpKBuT3r6oqjY2N5kWB0Z98ukGonmAEfMRTGlk4qqpyzz338NFHH7F+/fq4CYOx6H9Oitn3SEkbYDHb2s7nR33BErN9wBKzvaA3YraiooLc3FxGjBgRN0JWURRzmKewsLDPNlbhvXtut5uOjo5OKVr9sc1rDMYcO3aMmTNnxs0H6Nniabtafhlbw/n5+d1WHiNBe3s7FRUVDBo0iPHjx8fk67jr4J2By+WipKQkbiqyhpdzpKzZjP5kQ9h6vV6ysrJMcduTXQIjXa+wsDBuAj7C0TSNH/zgB6xZs4Z169YxYsSIqKzj8ccf5/777+d73/sev/nNbwBYtGgRzz33XKfbzZ49m08++SQKKzw/sMRsfBH7JYo4RZZlU8BqmoYQIqaFrN/vN3sg++tDX5IkUlNTSU1N7RSre/ToUXbu3NnnFC1N09ixYwdNTU3MmjXrnIzQo0FP4mldLhfDhg1j2LBhnbaGq6urTUeJSHqLtrS0UFVVxYgRI2KyF9kgfCjR7/ezYcMGhBAEg0E++OCDThGxsShshRDma7qkpCRiXs6SJJGRkUFGRgbjxo0zgxqOHz/Orl27SEtLM9sRunuffRaE7P3338+bb77J+vXroyZkN2zYwNNPP8306dNP+d6cOXN45plnzL/HQ8/3ZwEJBtzDJDbPpvGFJWZ7gSRJPa7M2mw2FEWJeest0CtuVVVV5tbxQPVAJicnM2rUKEaNGmX2PNbU1LB7927S0tJMy6+eVKLCq8if+9znYra/NJzwXuTefOg7HA4GDx7M4MGDO1Ueq6qqsNlspsg4neVXX2lsbGTTpk2MHTs2ah/yvcXv91NRUUFaWhpTp05FkiTa2tpwu90cPHiQbdu2xVx/shDCDMuIpJDtjuTkZJKTkxk5cmSnwIEDBw6QkJBgHrf09HROnDjB7t274ypyORwhBD//+c9ZtmwZ69atY/To0VFZR3t7O1/96lf585//zCOPPHLK910uV6cZDAsLi5NYYnYAEEJgs9moq6szE3pidULdmP4fPnw4Y8aMiZjgTkxMZMSIEYwYMcL8sKytrWXv3r2kpKSYwra7KpAxSW+32+Nq69iIpy0pKTlnv8rwyqPhKOF2u9m2bVu3nqx9pa6ujq1btzJx4sRu2yFiEZ/PR0VFBenp6Z0uztLS0khLS2Ps2LF4PB7cbjcnTpwwK4+GQItGhd8Inmhra6OkpCQmxLVB+C6Boihm4MCmTZvMnafRo0fHjf1WOEIInnjiCf7nf/6HtWvXMmHChKit5e677+b666/nqquu6lbMrlu3zhzUu+yyy3j00UfJy8uLwkrPN6zabDxg9cz2gmAwaHrDng7DscDj8XDs2DFzCMoQGTk5OTEzgFJTU2NO/w8bNizaywFOpo/V1tbS2NhIYmIieXl55Ofnk5KSgtfrpbKy0qy4xepFQjiRiKftzpM13FHiXAT/iRMn2LFjB1OnTiU/P7/f1zwQeDweKioqyM7OZtKkST26OAuvPDY0NJCUlGQK27S0tAG/wDO8bzs6OuLGMgxOWvfl5OTQ2tpqBjXk5uaSk5MT8z+HEILf/va3PPnkk6xZs4aioqKoreXFF1/k0UcfZcOGDSQkJHD55Zczc+ZMs2f2H//4BykpKRQUFHDw4EEeeOABFEWhoqIipi58PksYPbP/PLg2Ij2zF4+6wuqZ7QOWmO0F4W0D3dHdoFf4EFRtbS1er5fs7Gzy8/OjlswjhODQoUMcOHCA6dOnk5OTE/E19ISuMaeGfVVubm7cCNloxNN2N3jX2y31I0eOsHfvXmbMmHFWa7ZYoaOjg4qKCvLz8895QM14zRnOCEYlPDc3d0DaODRNY+vWrXg8nrgSsidOnGDnzp3m66O7oIaMjAzzIj5W3DgMhBA8/fTTPPzww7z99tvMnj07ams5cuQIJSUlvPPOO8yYMQPgFDHblRMnTlBQUMCLL77IwoULI7ja8wdDzH50cF1ExOxFoy63xGwfsMRsLziTmO2pY0G4sDWm+41hnkgIW03T2L17N263m8LCwrh549TV1bFlyxaSk5Pxer2dttszMzNjsh85VuJpjS11t9ttnqDPZPl18OBBqqur48ontK2tjcrKSoYOHdpv7TKni9Y1Ko99beMwQhx8Pl+/RAFHiq5Ctju6+gAnJyebFwWpqalRfb8KIXjuuef40Y9+xGuvvRb1AIRVq1ZRVlbW6fWkqiqSJCHLMn6/v9vX2rhx47j99ttZsmRJJJd73mCJ2fjCErO94HRi1ugb6631lsfjoba2FrfbTVtbm1k9y8vLG5APNlVVzQSkwsLCmKuWnA5ju3vy5MkMHjy4k8hwu90A5nHLysqKiYptrMbT+v1+87h1DRtISkpi//79HD9+nKKiorjJoQ93Whio4Z1w6yqjdciwmTuXLXXjvRgIBOImxAEwQz56U7E33DiMarcR1DBQ1e4zIYTgxRdfZPHixbz88st84QtfiNhzn462tjYOHTrU6Wvf+MY3mDhxIkuWLGHq1Kmn3KehoYGhQ4fy9NNP8/Wvfz1SSz2vMMTsx9WREbMXjrTEbF+wxGwv6CpmhRBmRRb65ljg9XpNYdva2tpn26qu+P1+Nm3ahM1mi2qVsDeEt0Oc7sNTCGEOQbndblRV7fchqN7S0dFBZWUlWVlZTJo0KSbEdXcY/cmGyJBlGSEEkydPJj8/Pyar3V1pbm6mqqqK0aNHU1BQEJHnDI/Wrauro62trVfRukbriaIoFBYWxsV7EU4K2b60JhkXosZFgaZp5OTkmNXugZ4nWLFiBf/2b//GSy+9xNy5cwf0ufpCeJtBe3s7Dz30EDfeeCODBw+murqa+++/n8OHD7Nz5864ueiMNywxG19YYrYXqKqKoijAybYC4/D1p2Dx+XxmK4KRBGVM95+LXU9HRwdVVVWkp6czZcqUmBVX4RiZ9DU1NT1uhwhPH6utrTWHoIz+5EgM3hlVwqFDhzJ27Ni4EITGAFJTUxPp6ek0NTV1auPor5jT/sawDBs/fnxUBxiN92t4tK5xQZWSktLpNWCkkamqSlFRUcwMg54NIyq6P3vsjferIWw9Hk+noIb+tiZ7/fXXWbRoEc8//zxlZWX9+tj9TbiY9Xq9lJaWUlVVRXNzM4MHD+aKK67g5z//OcOHD4/2Uj+znBSz6yMkZi+zxGwfsMRsLzDEbCQTvbpuC/fWj7W5uZlNmzbFpbhqbW2lqKjonDLpuxu8y8rKGtD+5K7xtPGAsd1t9G26XK5Oll9utxshhCnOsrKyYqJlIlYtw7pWu41oXaNXdPPmzWiaFjexunBSyA50VLTR211XV0dLSwupqamd7NL6cu5as2YNX/nKV/jLX/7Cl7/85X5ctcVnFUvMxheWmO0FqqoSDAajFk0bCARMgdHY2EhqaqopbLsTfMaH0Lhx4+LmCl5RlE5bsP3VO2xsC9fW1tLe3t7vbRxni6eNRRRFMb1CT7fd3dXyKxAImNvCubm5URFkxrGOdcswI+DCELeKouBwOJgwYQK5ubkxcVFwNtxuN1u3bj1jWt1AEAgEOtmlhV8UZGRk9Oq8+/7773PTTTfx1FNP8fWvfz0uLugtoo8hZj+pfj8iYvaCkZdaYrYPWGK2Fxw8eJDs7GxzyjSaJ8VwP9aGhgZzkCc/P5+kpCQOHz7M/v37B7ya0p/4/X4qKytxuVxMnz59wISS1+s1xZnRxnGm6f6zYcTTxtOxNoInHA4HM2bM6JGwOpPl10ANLXbFmKSPp2OtKAqVlZVomkZ6ejr19fUEg8FOvaKx2DcbLSHbla4XBYB5MXW2vviPP/6YsrIynnzySb71rW9ZQtaix1hiNr6wxGwvKCoqwu12c8MNN1BWVsYFF1wQE9UVY1rYELY2mw1VVZk8eTKDBg2KixN4tIamurZxGFubp0sfCyc8njaeojwNp4Xk5GSmTZt2zse6t5ZffeXYsWPs3r07rrxvDXs2u91uXjQIIWhrazN7RY2LgoHqFT0XDCE7bdq0mEqZ0jTN3Cmoq6vD7/ef1lWisrKS+fPn89BDD/Hd7343Ls6DFrGDcU77V4TE7GxLzPYJS8z2Ar/fz5o1a1i+fDkvv/wyLpfLFLYXXXRR1HvgjP7H1tZWUlNTaWpqIiEhwWxFiLa/4+kw+nqHDRsW0Ujdrhhbm263m4aGBtMbs7tBnvB42niysfJ6vVRUVJCZmdmvFw0+n888dl0tv1JS+v5BYOw0xNNFQzAYpLKy8qzV7669omlpaWaPcjSidQ1P51gTsl3p6ipRU1PDE088wdVXX82MGTO45557WLJkCffdd19MnvcsYhtLzMYXlpg9RwKBAO+99x7Lly9n1apV2Gw25s+fz8KFC7n44osjvm0YCATYtGkTkiQxY8YMnE4nqqqaFdv6+nqcTqcpbCMR09kTjEGeWOvrVRTFFGfGII9x7FJSUtixY8eAxtMOBO3t7VRWVvYpIasnGC0wxkVBQkKCKWzP5XVnhDgUFRWRnp4+IGvub4LBoBk1OmPGjB5fNHQXrWsI20i8Z43345QpU2K6H7k76urqeOaZZ1ixYgVbt24lNzeXO+64g9LSUoqLi2PSkcMidjHF7KEPIiNmCy6xxGwfsMRsPxAMBlm3bp0pbDVNY/78+ZSVlXHppZcOuLD1eDxUVlaSlpbGlClTuq0AGX1nRhXDbrebPbbp6elREbbGtnGsf3B2PXaapmGz2Zg0aRJ5eXkxcVFwNgzLsOHDhzN69OiIrdm4oAqPJDbE2dksv4QQHDhwgCNHjlBcXBw31e9AIEBlZSUJCQlMnz79nEWUoijm6y4S0br19fVs2bIl5t+PZ2Lfvn3MmTOHm2++mQsuuIBXXnmF119/nZSUFG677TZ+9rOfRXuJFnGCJWbjC0vM9jOKovD+++/z0ksvsWrVKoLBIPPmzaOsrIzLL7+834dkjC36IUOGMG7cuB6JFE3TOokzWZZNYdvbSeFzIV57TY1tY03TSE1Npb6+HkmSyM3NJT8/P+JpRj2lsbGRzZs3RzRYoDu6xsOeyfJLCMHevXs5ceIExcXF/dKqEAkCgQAVFRVm8lt/vR66Cxvoz2jdz4KQra6uZs6cOZSVlfHrX//aPPaBQID169dTX1/PLbfcEuVVWsQLlpiNLywxO4CoqsoHH3zAsmXLWLVqFR6PxxS2V1xxRZ8todxuN9u2bWPs2LGMGDHinB7D8BQ10sckSTK3hAdCnAkh2LVrF3V1dRQWFsZNta27eFpN02hubo6p9LGuGNvGEyZMYOjQodFejokQotOxM6b7jWO3b98+6uvrKS4uPief4Wjg9/upqKggJSWFqVOnDtiFTXfRuoarRG5ubq8vmA1/ZGNgNB45duwY1157Lddccw3//d//HZMXlRbxhSFmPz30YUTE7OcKPm+J2T5gidkIoaoq//znP1m+fDkrV66kra2N66+/ngULFnDVVVf1eoL58OHD7Nu3j6lTp/bbkEa4OKutrUUIYQrbrKysPn9AqKrK1q1b8Xg8FBUVxcTUdk/oidPC6fxYjSnraAwHnjhxgh07dsS8H6th+WVcUHV0dCDLMqNHj2bo0KERsfzqK4aQTU1NjWjKnjEEZQhbI1rXuKg6Wz+3IWQnTZrE4MGDI7Lm/qampoY5c+Zw0UUX8de//jWqF5GPP/44999/P9/73vf4zW9+A+i/o4cffpinn36apqYmZs+eze9//3umTJkStXVanB1LzMYXlpiNApqm8fHHH7N8+XJWrFhBc3Mz1113HaWlpVx99dVn/AAyYl5PnDhBYWHhgA3EhFfOamtrzapjfn4+2dnZvf6wDgaDbNq0CYCZM2fGpK9md7S2tlJZWdmrBDXDeskQtl6v17QPGqj0sa4Y3rf9GT860IQnv+Xn59PU1ERraysZGRnmRVUsXgD5fD4qKirMuOho9lB35ypxumjdz4KQra+vZ+7cuUydOpXnn38+qo4yGzZs4OabbyYtLY0rrrjCFLNLly7l0Ucf5dlnn2X8+PE88sgjvP/+++zevTtudqbORwwxu+HQPyMiZmcVXGyJ2T5gidkoo2kan376qSls6+rqmDNnDqWlpVx77bWdtlg7OjrYunUriqKcc8zruWBkqNfW1lJbW0swGOwkbM9WCfF6vVRVVXXaoo8HGhsb2bRpE6NHj2bkyJHn/DjhQQPt7e0DHjRQXV3NwYMHKSwsJCMjo98ffyDQNI0tW7bg9XopLi42j0tXcdYbH+BI4PP52LhxI5mZmUyePDmmhgEN/+lwRw5D2GqaFvdCtqmpiXnz5jFy5EheeumlqF4gt7e3U1RUxH//93/zyCOPMHPmTH7zm98ghGDIkCEsXryYJUuWAHoVPz8/n6VLl3LnnXdGbc0WZ8YSs/GFJWZjCE3TqKioYNmyZaxYsYKamhquueYaSktLKSws5Ctf+QpTpkzhj3/8Y9S2Xo2qoyFsje10Q9h2rYwYdlC5ublMnDgxpj7sz8RAxdN6vV5zO904WRqWX32tOgoh2LdvH8eOHYur6X9VVdm8eTPBYJCioqLTipJAIGCKs4aGBhITE01hGw0PZcOz12g/ieXXtqqq5vCdsdOSkZHByJEjTxm+iwdaW1u54YYbyMnJYeXKlf0SSd0Xbr31VrKysvj1r3/N5ZdfborZAwcOMGbMGCorKyksLDRvv2DBAjIyMnjuueeiuGqLM2GJ2fgiui7/Fp2QZZlZs2Yxa9YsfvGLX7Bp0yaWLVvGT3/6Uw4dOkR2djZ33303fr8/amJWkiTS0tJIS0tj7NixZq/j/v372bZtm9knmpubS2trK5s3b6agoIBRo0bF9Id9OOFb9P0d45mYmMjIkSMZOXKkWXWsra1lz549pKammsK2t1V3Y7Cuvr6eWbNmxUTVsicoisKmTZsQQlBcXHzGbWKn08mQIUMYMmRIJ9uqiooK02rOsK0a6Nea1+tl48aN5OTkxMVFms1mIzc3F5vNRk1NDSNHjkTTNHbt2kUwGOyUohXrLUAdHR188YtfJDU1lfLy8qgL2RdffJHKyko2bNhwyvdqamoATulZz8/P59ChQxFZn4XF+YAlZmMUWZYpKipCURT++te/csstt1BQUMB//dd/8f3vf5+rrrqK0tJS5s6dGzUjeUmSSE1NJTU11RS2breb6upqtm/fbm6xDR8+POY/7KGzZVhhYeGAW4YlJCQwfPhwhg8fbqaP1dbWsm/fPjN9LD8/n+Tk5DMeP03T2L59O62trZSUlMRNiIMR9Wqz2SgsLOxVddBut5Ofn09+fn4ny68tW7YAdHKV6O9hLI/HQ0VFBbm5uUyYMCEuXtugb8tv2rSJiRMnms4W48ePP+V9m5mZaV4YxFqPstfr5eabb0aWZV5++eWov9aPHDnC9773Pd55550zHquurxEhRNy8bs53JEka8N+V9VroO1abQQzzxhtv8KUvfYmf//znLF68GNBPgtu2bWP58uWUl5ezb98+rrzyShYsWMD1118fEZ/Ys3H48GH27t1Lfn4+7e3tZp9ofn7+OVkHRQJjsK6mpibq8bRdex3PlKBlOER4vV6KioqiXqXqKUawgMvlYvr06f22zX0my6/+cJXo6OigoqJiwFPU+pumpiaqqqrOatHm8XjMHuVYiNYNx+/3c8stt9Dc3Mzbb78dE2lwq1atoqysrNPrV1VVJElClmV2797N2LFjrTaDOMRoM9h4+KOItBmUjLjIajPoA5aYjWE2bNjA4cOHufHGG7v9vhCCnTt3msJ2165dXHHFFZSWljJv3ryIbLd2XY/Rszlz5kxz+Khrn6hR+cnLy4sJ8WVUNltaWiI6WNcTwhO06urqcDgc5rFLSUlhy5YtqKpKYWFhzG8PGxg2VsnJyf0aLNCV7lwl+uLH2tHRwcaNGxkyZEiPnS1iAUPIjh8/nmHDhvX4fsZugdvtprGxkcTExIhG64YTDAb52te+xtGjR1mzZg1ZWVkRe+4z0dbWdkq7wDe+8Q0mTpzIkiVLmDJlCkOGDOH73/8+9913H6Af17y8PGsALMY5KWY/jpCYvdASs33AErOfEYzKoiFst23bxmWXXUZZWRnz5s0jOzt7QD98NE1jx44dNDU1UVRUdNoqjs/nM4dQWlpaom67ZAwfBQIBCgsLY0Jcn47w5DYjpMHpdDJx4kRycnLiwig+3MZq8uTJEV1zR0eHeewMP9aevvba29upqKhg6NChjBkzJm6EbHNzM5WVlb0Wsl3pLlrXELYDnXynKAq33XYbO3fuZO3atf3ex97fhA+AgW7N9fjjj/PMM88wbtw4HnvsMdatW2dZc8U4lpiNLywx+xnEqJAadl+bNm3ikksuoaysjPnz55Obm9uvH8aKorBlyxb8fn+vtrrDB6Cam5tJS0szB6Ai0Qtn9GzKssyMGTPirrLpcDhITk4+JRp2IPpE+wOj1zQ7Ozvq0//GRZXb7aa5ufmMll/t7e1s3LiR4cOHM3r06LgSslVVVYwbN65PQrYrRmqgcfw0TeuU3tafXq+qqnLXXXfx6aefsn79+rhIKOsqZo3QhD/96U+dQhOmTp0a3YVanBFDzFZESMwWW2K2T1hi9jOOMdRkVGwrKyu5+OKLKS0t5YYbbiA/P79PH86BQICqqirsdjvTp08/Z0EYCATMiq3hJ3quk/09obt42njAsIPKyMgwK5tG+pjRymH4ABt9orHws8Vyr2l32+mGsAWorKxkxIgRjB49Osor7TmGkB07dizDhw8fsOcxPKgNYdvXaN1wNE1j8eLFrF27lnXr1g3oz2Fh0RVLzMYXlpg9jxBCcOjQIcrLyykvL2fDhg1ceOGFLFiwgAULFjB48OBeiQyPx0NlZSVpaWn9mkUfLi4aGhpISUkxhW1/DKH0JJ42FjE8e/Py8k47RR/eJ1pbW4vP5yM7O5v8/Pyo2S61tbWZKWqxvkWvKEqnHmVN00hPT2fcuHExMVzZE1paWqisrBxwIdsdXVs50tPTzQuD3uy2aJrGj370I1599VXWrVvHqFGjBnDVFhanYojZysOfRETMFo24wBKzfcASs+cpQgiOHDlCeXk5K1as4OOPP2b27NksWLCA0tJShg4desYP7tbWVqqqqhg0aNCAVtqCwWAnYZuUlNRjy6rTrbu38bSxgLHu3mx1CyFMcVFbW0tHR8eAp491paWlhaqqqrirbLa0tJiVZIC6ujoA89hlZWXF5EWQIWTHjBnDiBEjorqWrultht1cd9G64Qgh+OlPf8oLL7zAunXrGD9+fIRXbmFhidl4wxKzFgghOH78uFmx/eijjyguLqa0tJTS0tJTfGL379/PoUOH+hzz2luMqlltbS319fXmdnB+fv4ZPxwN+iueNtIY/qCjR4+moKDgnB/H4/GYVbPW1tYBH74ztrr7uu5IYwjC8HVrmkZzc7MpzhRFGbA+0XMlloRsV84UrRte8RZC8Itf/II//elPrF27lilTpkR55RbnK6aYPfKvyIjZ4bMtMdsHLDFr0QkhBCdOnGDlypWUl5fzwQcfMHPmTMrKyliwYAFvvfUWP/vZz1i7di0TJ06M2joNyypD2DqdTrMVoTvboIGKpx1o6urq2Lp161n9QXtL1wGotLQ0U9j2R4+yceEwbty4uOp1NAT4mQRhd5Zf4Qla0fBRbm1tpaKiIi4uHMKjdevq6li9ejUHDhzghhtu4NChQ/z+97/n3XffZebMmdFeqsV5jCVm4wtLzFqcFiEEtbW1rFq1imXLlrFu3ToAbrrpJn7yk5/EzGS3qqqmbVBdXZ0ZbZqfn096ejrHjh1jz549TJs2LeZtfcKpqalh+/btTJ069ZQ4zP7EGL4zBqBSUlI6bQf3lvr6erZs2cLEiRPj6sLB8GPtrQDv2ica6QSteBKyXRFC8M9//pP//d//5ZVXXqGtrY0vfOELfPOb3zRDYCwsokG4mE0dYDHbZonZPmOJWYuzomkaP/jBD/i///s/7rzzTjZs2MDatWuZPHkypaWllJWVxUz/aVcvViEEmqYxfvz4uInVBTh69Ch79uxh+vTp5OTkROx5u/Yoh0/2p6amnvX4GRXwgRbg/Y1RSe6rH6vX6zWPn1HxHsgErba2NioqKhg5cmRctc6EI4TgmWee4cc//jG/+93vOHToECtXrmTHjh1cfvnlPPDAA1xyySXRXqbFeYYlZuMLS8xanBG/38+tt95KRUUFb7/9NqNHj0YIQWNjI6tWraK8vJx3332XCRMmmD22sZBXL4Rg9+7dnDhxgqysLJqampAkyazYZmRkxOQAD0B1dTUHDx5k5syZZGZmRm0dhlF+eCuHIWzT09NP+R2fOHGCnTt3xl0FvKGhgc2bN/d7K0dXVw5jeLGnFwZn47MiZF944QV+8IMf8Morr3DFFVeY3zt48CAvv/wyF198MbNmzYriKi3ORywxG19YYtbijCiKwk9+8hN++MMfmr6b4QghaG5u5uWXX6a8vJzVq1czZswYs2IbDXN8I42subnZjKc1BngML1YhRMxNpgsh2L9/P0ePHqWoqCimTmrhfY5utxubzWYev4yMDE6cOMHu3buZMWMG2dnZ0V5uj4lUS0S45Vd9fX2nWOJzsfwyhGxBQUFc21YtX76cu+66i+XLlzNnzpxoL8fCwsQQs1VHPo2ImC0c/jlLzPYBS8xa9CvNzc28+uqrLF++nHfeeYeCggJT2E6ZMmXARWNP4mkNAW5YVqmqagqLaKVnGZVkt9tNcXHxgGxJ9xddE6BUVUXTNMaMGUNBQUFMXBj0BGO4btKkSQwePDhiz9t1AEqSJLMVoScXVkYiWbwL2VdffZVvfvObvPDCCyxYsCCiz/2HP/yBP/zhD1RXVwMwZcoUHnzwQa677joAFi1axHPPPdfpPrNnz+aTTz6J6DotooclZuMLS8xaDBitra289tprLF++nLfeeothw4axYMECFi5cyLRp0/pd9JxLPK2RnmUIW8NyKT8/n+zs7IikZ4VXkouLiyMS5dtfHDx4kIMHD5KTk0NLS0sny6pYSR/rjrq6OrZs2cKUKVOiGpFq7BiEXxic6fgZQjbefHu78vbbb/O1r32NZ555hptuuiniz//qq69is9kYO3YsAM899xxPPvkkVVVVTJkyhUWLFlFbW8szzzxj3sfpdJKVlRXxtVpEh5NidkOExOwsS8z2AUvMWkSEtrY2Xn/9dcrLy3nzzTfJz883he3MmTP7LGz7I57WsFyqra2ltraWQCBgCtuBEmaqqrJ161a8Xi9FRUXdVpJjESEEBw4c4MiRIxQXF5OamtpttKkhzHJzc2PCixXA7XazdevWmBtS6+74GZZfubm5+P1+KioqGDZsGGPGjIn2cs+Z9evXc9NNN/GHP/yB//f//l/U++sNsrKyePLJJ7nttttYtGgRzc3NrFq1KtrLsogSlpiNLywxaxFxOjo6eOONNygvL+eNN94gOzubBQsWUFZWRnFxca+F7UDE0wohaG9vN3tsvV5vvwszRVHYvHkzqqpSWFgYlajZc0EIwd69ezlx4gTFxcXd2ncZ6WPG8evo6OgkzKLhxQon3RamTZvWbQ94LNHe3m4K2/b2dkAXXJMnT46I5ddA8NFHH7Fw4UJ+9atfcdttt8WEkFVVlWXLlnHrrbdSVVXF5MmTWbRoEatWrcLpdJKRkcFll13Go48+GvOvGYv+wxCzm45GRszOHGaJ2b5giVmLqOLxeHjrrbcoLy/ntddeIyMjgxtuuIGysjI+97nPnVWYRiqeNlzYejwesrKyyM/PJzc395xEqNESYbPZmDFjRsxULc+G0dtbV1dHUVFRj3t7T+fFmpeXF7FqtOHbO3369LhyW+jo6GDDhg2kpqaiaZr5gdefIReRYOPGjdxwww088sgj3H333VEXslu3buXCCy/E5/ORkpLCCy+8wNy5cwH4xz/+QUpKCgUFBRw8eJAHHngARVGoqKiIm90Ti75hidn4whKzFjGD1+vlnXfeoby8nFdffZWUlBRuuOEGSktLueCCC07Z5jcGeCIdT2sIs9raWtrb2zsJ255UHP1+P5WVlSQmJp5zS0Q0EEKwY8cOmpqa+tTba3ix1tbWmidvI71toPqFDduwSPv29pWOjg42btzI0KFDGTNmDJIknRJykZyc3CnkItoisTs2b97M3LlzTWeUWFhjIBDg8OHDNDc3U15ezl/+8hfWr1/P5MmTT7ntiRMnKCgo4MUXX2ThwoVRWK1FpDkpZjdGSMyWWGK2D1hi1iIm8fl8rFmzhuXLl/PKK6+QkJBgVmwvvPBCnn/+eX7961/z6quvRjWH3uPxmMLWqDgawra7Co7X66WiooKMjAwmT54cN5P/mqaxbds22tvbKSoq6rdtbr/fb3qxGuljhrDtL0eH48ePs2vXrrizDTOE7JAhQ0676xAMBqmvr6eurq5HXsDRYMeOHVx33XV897vf5T/+4z9iYk3dcdVVVzFmzBj+9Kc/dfv9cePGcfvtt7NkyZIIr8wiGlhiNr6Ij71Ni/OOhIQE5s2bx7x58wgEAqxZs4by8nK++tWvEggE8Hg8LF68OOpxqUlJSaZpvdfrxe12c+LECXbt2kVGRoYpLBISEujo6KCiooK8vLyYCJboKZqmsWXLFrxeLyUlJf3a7+pyuRg2bBjDhg3rlD524MABM30sPz//nCuOx44dY/fu3cycOTOuJtGN18qZhCyAw+Fg8ODBDB48uJPl16ZNm8yQkLy8PDIzM6Ny4bRnzx7mz5/PHXfcEdNCFvSdB7/f3+33GhoaOHLkSEQt3CxiAyn0z0A/h0XfsCqzFnGDEIJHHnmEpUuXctlll7FhwwYA5s+fT1lZGZdccknMDFH5fD5zK725uZnk5GQ8Hg9Dhw6NKyFr+PYGg0GKiooidny7hgycS8XRiASONyHr8XjYuHEjgwcPPuc+8O4svwwv20hZzh08eJA5c+Zw00038Z//+Z8xtQtx//33c9111zF8+HDa2tp48cUX+cUvfsFbb73FhRdeyEMPPcSNN97I4MGDqa6u5v777+fw4cPs3LmT1NTUaC/fIgIYldnNRysiUpmdMazYqsz2AUvMWsQFmqbxwx/+kBdffJG33nqLGTNmoCgK69evZ9myZaxatQpFUZg3bx5lZWVcdtllUZuY74phBeVyufD5fKSmpppb6bE8vKMoCps2bUIIQWFhYdSG1FRVpaGhwQwZCE8fy8zM7FbsHTlyhL1791JYWBjVSODeYgjZQYMGMW7cuH656DmdZVpubu45DzCejaNHj3LNNdcwd+5cnnrqqZgSsgC33XYb7777LidOnCA9PZ3p06ezZMkSrr76arxeL6WlpVRVVdHc3MzgwYO54oor+PnPf87w4cOjvXSLCGGI2S1HKyMiZqcPK7LEbB+wxKxFXFBXV8eXvvQl/vKXv3RrFq8oCh9++CEvvfQSq1atwufzmcL28ssvj9oEshGXOn78eIYNG0YgEDArtgPVI9ofhLstzJw5M2aG1DRN6xSrC5wSS3z48GH2799PYWEhGRkZ0V1wL/B4PGYbyvjx4wekem9YpoVbfvW3s0RNTQ3XXnstl1xyCX/+859j5rVjYdEbLDEbX1hiNoIcO3aMJUuW8Oabb+L1ehk/fjx//etfKS4uBvQPmocffpinn36apqYmZs+eze9//3umTJkS5ZXHF6qq8s9//pNly5axcuVK2tvbuf766ykrK+MLX/hCxDw6DU/T06VMhfeINjQ0kJSU1KlHNFoEAgEqKytxuVxMnz49ZsWIEOKUWN3ExEQ6OjooKiqKq4qs1+tl48aNAypkT/e8xvHrD8uvuro6rrvuOmbOnMn//u//xo3lnIVFV0wxeyxCYnZoz8Xs448/zooVK9i1axeJiYlcdNFFLF26lAkTJpi36Ukks9/v59577+Xvf/87Xq+XK6+8kv/+7/9m2LBh/ffDRQhLzEaIpqYmCgsLueKKK/j2t79NXl4e+/fvZ+TIkWaaz9KlS3n00Ud59tlnGT9+PI888gjvv/8+u3fvtvq0zhFVVfn4449Zvnw5K1eupKWlheuuu47S0lKuuuqqAbOCMgaPpk2b1iNPU0VRTGFbX1/fL8NP54JhG2YkqcXa9vDpMPxvjx49itPpJBgMdkpvi2VRZQjZ3NzcqPZTd3WW6K3lV2NjI3PnzmXcuHG8+OKLMdO/bmFxLsSymJ0zZw5f/vKXmTVrFoqi8JOf/IStW7eyY8cOc4evJ5HM3/72t3n11Vd59tlnyc7O5oc//CGNjY1UVFTEbBHjdFhiNkL86Ec/4p///CcffPBBt98XQjBkyBAWL15sWr/4/X7y8/NZunQpd955ZySX+5lE0zT+9a9/sXz5clasWEFDQwNz5syhtLSUa665pt/6Vw8dOsSBAweYOXPmOVUHVVWlvr6e2tpac/jJaEVIS0sbMLHj8/moqKggPT09rmzDQB82OnToEEVFRaSmpprpWbW1tXi93j6HXAwUsSJku2JYfhkXVy6X64wDeC0tLcyfP59BgwaxYsWKmOlXt7A4Vwwxu/VYJalpA1tMamttY1ovxGxX6urqyMvLY/369Vx66aUAZ41kbmlpITc3l7/97W986UtfAnQbw+HDh/PGG29w7bXXnvPPEw0sMRshJk+ezLXXXsvRo0dZv349Q4cO5a677uKOO+4A4MCBA4wZM4bKykoKCwvN+y1YsICMjIxTtgss+oamaWzcuNEUtkafX2lpKXPmzDmn/lUhBPv37+fo0aMUFRX1S++TMfxkCFu73W4K2/70ETX6NbOzs5k0aVLMiKqesH//fo4cOUJxcXG3OxhdQy6ikT7WHYbncHZ2NhMnTozZY951AE+WZZxOJzU1NcydO5dgMEhpaSnJycm8+uqrcRu1a2ERTjTE7JEjRzp9brhcrh6do/bt28e4cePYunUrU6dOBThrJPN7773HlVdeSWNjY6eiy4wZMygtLeXhhx/u559yYLHEbIQwTvA/+MEPuOmmm/j0009ZvHgxf/rTn/j617/ORx99xMUXX8yxY8c6ead+61vf4tChQ7z99tvRWvpnHk3TqKqqYtmyZaxYsYJjx45x9dVXU1ZWxpw5c3rU4mFsc7vdboqKigak51XTNFNUuN1uc6o/Pz+fjIyMcxZDhqdpfn5+RPs1+4px8XDs2DGKi4t7dMy79oimp6ebwnagWk66w+fzsXHjxpgXsl3RNI2mpibeeecdlixZgt/vJyEhgby8PNauXWt+UFpYxDuGmN12rCoiYnbq0MJTvv7Tn/6Uhx566Iz3FUKwYMECmpqaOu38ni2S+YUXXuAb3/jGKd7K11xzDaNGjTpteEisYonZCOF0OikpKeGjjz4yv/bd736XDRs28PHHH5ti9vjx452Mue+44w6OHDnCW2+9FY1ln3cYAQGGsK2uruaqq66irKyMuXPndltt1TSNHTt20Nzc3KeY196uM3yq3zDIN4RtT1sE2traqKysPKs5f6whhGDfvn0cP368x0K2K36/3zx+TU1NpKammsJ2IJ0lDCGblZUVd1XwcDo6OpgzZw7Hjx8nKSmJmpoa5syZw8KFC7n++uvjyknCwqIr0RCz51KZvfvuu3n99df58MMPzzi41TWS+XRi9uqrr2bMmDH88Y9/7NsPFWHipykuzhk8ePApmd+TJk3i8OHDAOa0e01NTafbuN1u8vPzI7NIC2RZZubMmTz66KPs2LGDTz/9lMLCQn75y18ycuRIbrrpJv7v//6P5uZmhBB4vV5uv/12jh49yqxZsyJW3ZNlmZycHCZPnsyll17KtGnTANi6dSvvv/8+O3bsoKGhAU3TTvsYLS0tVFRUMHz48H7zNI0EQgj27t3LiRMnKCkpOecquMvlYvjw4RQXF3PppZcybNgwmpub+fjjj/n444/Zv38/bW1t9Of1/mdFyAYCAb75zW8Celztvn37+OSTT5gxYwZPPvkkt99+e5RXaGHRT0gR+gOkpaV1+nM2IXvPPffwyiuvsHbt2rM6EAwePJiCggL27t0L6JojEAjQ1NTU6Xbxqjlid8T3M8bFF1/M7t27O31tz549FBQUADBq1CgGDRrE6tWrzZ7ZQCDA+vXrWbp0acTXawGSJDFt2jSmTZvGww8/zI4dO1i+fDm/+93v+M53vsMll1zC/v37cTqdPP7441Hrv5RlmaysLLKyspg4cSLNzc3U1tayfft2VFU1q43Z2dlmxba5uZmqqipGjx5tvgbjASEEe/bsoba2lpKSkn4b2nM6nQwdOpShQ4d2cpaorq7G5XL1ywCeMWCXmZkZ10JWURRuu+02Dh06xHvvvWf22xnvlQcffPC0sbAWFhZ9RwjBPffcw8qVK1m3bh2jRo066326RjIXFxfjcDhYvXo1N998M6BXb7dt28YTTzwxoOsfCKw2gwixYcMGLrroIh5++GFuvvlmPv30U+644w6efvppvvrVrwK6Ndfjjz/OM888w7hx43jsscdYt26dZc0VYwgh+PTTT7nppptobGzE7/dzxRVXUFpayvz588nKyooJoSKEoKWlhdraWtxuN4qikJubS1JSEgcPHmT8+PFxlWhk9CXX1dVRXFwckfS0rsNPdrvdvDjoTZ+yIWQzMjKYPHlyTLw+zgVVVbnzzjvZtGkTa9eujXgF5w9/+AN/+MMfqK6uBmDKlCk8+OCDXHfddYDl1W3Rf5htBscj1GYwpLDHbgZ33XUXL7zwAi+//HInb9n09HQSExNpb2/vUSTzt7/9bV577TWeffZZsrKyuPfee2loaLCsuSzOzGuvvcaPf/xj9u7dy6hRo/jBD35guhnAyRPxn/70p04nYmM60SI2MJwPRo0axd///neOHj1q9thu3ryZSy+9lLKyMubPn09OTk5MCBcj0rS6uhq3240sy+Tm5po+rLF+4hJCsGvXLurr6ykpKYnosJZBd33KxjHMzMw8bZ+y3+9n48aNcS9kNU3ju9/9Lu+//77pyBJpXn31VWw2G2PHjgXgueee48knn6SqqoopU6ZYXt0W/YYhZrcf3xQRMTtlyMwei9nTnUOeeeYZFi1a1ONIZp/Px7//+7/zwgsvdApNiKcih4ElZi0sesnVV1/NoEGD+J//+Z9OnqVCCA4cOGDafVVWVvL5z3+e0tJSbrjhBvLy8qIqZNxuN1u3bmXy5MmkpKRQW1tLbW0tPp+PnJwc8vLyyM3NjbmAASEEO3fupLGxMWIDdmdD0zSam09rb9IAACQKSURBVJs7pY/l5uaa7RzGxYHf76eiooK0tDSmTJkS10L2vvvu44033mDdunWMHDky2ksyycrK4sknn+Sb3/ym5dVt0W/Espi1OBVLzJ6HnC1WtycxeOczJ06cID8//4yOAUIIqqurKS8vp7y8nI0bN3LhhRdSWlrKggULGDRoUESFzYkTJ9ixYwfTpk3rZJ8khKCjo8NsRfB4PGRnZ5vCNtoBA0IIduzYQVNTEyUlJTHpYWq0cxjCNhAIkJOTQ1ZWFocOHSI9PT3uhewDDzzASy+9xPr1682qaLRRVZVly5Zx6623UlVVRUJCguXVbdFvGGJ2x/HNERGzk4fMsMRsH4itEozFgNPU1MTFF1/MFVdcwZtvvmnG6na10ZkzZ84pMXgWOuHWaadDkiRGjRrFvffeyw9/+EOOHDliCtslS5Ywe/ZsFixYQGlpKUOGDBlQoWNE686cOZPs7OxT1pmSkkJKSgpjxowxAwYOHz7Mjh07OiVnRfo1IIRg+/bttLS0xKyQBf0YZmRkkJGRwbhx42hra+PEiRPs2rULIQRJSUmcOHEiJi4OeosQgscee4wXXniBdevWxYSQ3bp1KxdeeCE+n4+UlBRWrlzJ5MmTTdvDrn28+fn5HDp0KBpLtbCwiBCWmD3PWLp0KcOHD+8kVLvbMnS5XKZdmEXfkCSJESNG8P3vf5/Fixdz7NgxysvLWbFiBffffz8lJSWmsB0+fHi/CtvDhw+zf/9+CgsLexStm5yczKhRoxg1ahQejwe3283Ro0fZuXMnmZmZ5lT/QAtbTdPYvn07bW1tlJSURDWpqzdIkkRCQgINDQ3k5+czcuRI6urqOl0cGFXvWP+ZhBD86le/4umnn+a9995j0qRJ0V4SABMmTGDTpk00NzdTXl7Orbfeyvr1683vd33/CCHitipuEX3CnLMG9Dks+obVZnCecbZYXTh7DJ5F/yCE4MSJE6xYsYLy8nI+/PBDCgsLKSsrY8GCBRQUFPTpQ7i6upqDBw9SVFREenp6n9ZqJGfV1tbS2tpKRkaGWbHt74qppmls27aNjo4OiouL42pXIBAIUFFRQXJyMlOnTu3UiuL1es12DmML07g4iLWqsxCC3//+9/ziF7/gnXfeoaSkJNpLOi1XXXUVY8aMYcmSJVabgUW/YbxHd0aozWCS1WbQJywxe55xtlhdOHsMnkX/I4SgtraWlStXUl5ezvr165k+fTplZWWUlpYyatSoHgtbYxDtyJEjFBUV9fvJ0efzmf2hzc3NZiRsfn5+n0WZpmls3boVj8fzmRKyXfH5fNTV1VFbW0tzczOpqammsI2E5diZEELw17/+lQceeIA333yTiy66KKrrORtXXnmluds0ZMgQvv/973PfffcB+u8kLy/PGgCz6DWmmD2xJTJidvB0S8z2AUvMnmecLVa3O7rG4FkMLEII6uvrWblyJcuXL2fdunVMmTKF0tJSSktLzxg7G56Oda4xr72hayRsWlqaKWx76zpgRAn7fD6Kioo+s0K2u/sawraxsZHk5GTzGCYnJ0d0i1wIwfPPP8+9997Lq6++yuWXXx6x5+4J999/P9dddx3Dhw+nra2NF198kV/84he89dZbXH311ZZXt0W/YYnZ+MLqmT3POF2sbnl5+RnvEx6DZzGwGP6l3/rWt7jjjjtobGxk1apVLF++nMcee4wJEyZQWlpKWVkZ48ePN8WOqqq8++67JCYmUlJSQnJy8oCv1YiEHT58eCdRtm/fPlJSUsxq49nWoqoqW7ZsIRAImMk08UIwGKSyspKkpKReC1nonD4WDAapr68308cSEhLMkIa+pI/1lGXLlvHDH/6QFStWxJyQBaitreVrX/saJ06cID09nenTp5tCFuC+++7D6/Vy1113mV7d77zzjiVkLc4ZKfTPQD+HRd+wKrPnGV/5ylc4cuQIH3zwgfm173//+/zrX//qVK0Np6GhgaFDh/L000+brQgWkUcIQVNTEy+//DLl5eWsWbOGsWPHmsljjz76KDt37uSjjz6KiJA9E8Fg0BS2DQ0NnaqNXavFqqqyefNmFEWhsLAw7oRsRUUFiYmJTJs2rddC9kyoqmoK27q6OhwOxzmlj/WUV155hdtuu41//OMfzJs3r18f28Ii3jAqs7tObI1IZXbi4GlWZbYPWGL2PONssbo9jcGziD7Nzc288sorLFu2jDfeeAObzcbtt9/OokWLmDx5cr8Kq76gKAp1dXW43W7q6+tJTEzs1IqwefNmVFWlqKgo5gIbzoQhZBMSEpg+ffqAHm9N0zrF6kqSZArbM6WP9ZQ333yTr3/96zz33HN88Ytf7KdVW1jEL4aY3R0hMTvBErN9whKz5yFnitXtaQyeRWzg9/v58pe/zL59+/j2t7/N6tWrefvttxk+fDgLFiygrKys3yuGfUFRFBoaGqitraWurg4Ah8PBtGnTBqTaOFAYrQUul2vAhWxXNE2jqanJ7FUWQnRKH+vtWtauXcuXvvQl/vSnP/HVr351gFZtYRFfWGI2vrDErIVFnOL1elm4cCENDQ289dZbZGVlAdDW1sbrr7/O8uXLefPNNxk8eDALFixg4cKFzJgxIyaEraIoVFZWoigKKSkp1NfX43A4zB7b9PT0mBW2hpB1Op1RP55G+phh+RUMBsnJySE/P5+cnBwzVvd0fPjhh9x4443813/9F9/4xjdi9phHGkVRmDBhAtdffz2//e1vO33v3/7t31i9ejUff/yxZVf4GcYUszXbIiNmB021xGwfsMSshUWc4vP5ePDBB/mP//iP054A29vbeeONNygvL+eNN94gJyfHFLZFRUVREWKKolBVVYUsy8ycORObzYaqqjQ2NpoVW5vNZgrbWKrYBoNBqqqqcDgcUReyXRFC0NbWZvoB+3w+srOzTWHbtRf5008/ZcGCBTz22GPcddddMXOMY4U///nPLF68mMOHD5vJeY8//ji//OUv+eijjxg/fnyUV2gxkFhiNr6wxKxFVBg5cmS3EZN33XUXv//97xFC8PDDD/P000+bU8m///3vmTJlShRW+9nA4/Hw5ptvUl5ezuuvv05mZiY33HADZWVlzJo1KyLCzBCDdrudGTNmdFs51DSNxsZGcxvd6A/Nz88nIyMjagLSqCbHopDtihDCjCaura2lo6OD48eP09DQwJe+9CXcbjfXX389DzzwAN///vctIdsNgUCAsWPHcvvtt/Pggw/yf//3f9xxxx2sWbMm5r13LfqOIWb31GyPiJgdP2iKJWb7gCVmLaJCXV0dqqqaf9+2bRtXX301a9eu5fLLL2fp0qU8+uijPPvss4wfP55HHnmE999/3/KL7Ce8Xi9vv/025eXlvPrqq6SmppqRurNnzz7r9vS5YGzPG2KwJ8/RXX+oIWz7Y/CppxhC9kwiPJbxeDyUl5fz29/+ll27diHLMnPmzOEPf/gDw4YNi/byYpannnqKn/3sZzz77LPceOONPP/889x4443RXpZFBLDEbHxhiVmLmGDx4sW89tprppftkCFDWLx4MUuWLAH0Qaf8/HwryWcA8Pl8rF69mvLycl555RUSExPNiu2FF17YL8LNmPx3uVznXNUUQtDc3Gz2h2qa1qfBp54S70I2nN27d3PVVVdRVFSEoih8+OGHlJSUcOONN/LFL36RkSNHRnuJMYXP52PUqFG43W5++ctfsnjx4mgvySJCGGJ2b4TE7DhLzPYJS8xaRJ1AIMCQIUP4wQ9+wP3338+BAwesjPUoEQgEWLNmDcuXL+fll1/G6XQyf/58Fi5cyEUXXXRO1lmBQIDKysp+tbDqOvikKEonYdtfgrO7/t54Zf/+/cyZM4dbbrmFJ554AlmWcbvdvPzyy6xYsYKLLrqIBx54INrLjDm68+a2+Oxjidn4In5MHS0+s6xatYrm5mYWLVoEQE1NDQD5+fmdbpefn99tn61F/+F0Opk7dy5z584lGAzy3nvvsXz5cr72ta8hyzLz58+nrKyMz3/+8z0KNzBiXpOSkvrVIkySJDIyMsjIyGD8+PG0trbidrvZs2cPgUCgVxP9p+OzJGQPHz7MvHnzKCsrM4UsQF5eHnfccYdpzWdxKlu2bGHOnDnRXoaFhcUZiN0JBovzhr/+9a9cd911DBkypNPXuw6lCCGsQZUI4nA4uPbaa/nzn//M8ePH+b//+z/sdjvf/OY3GTt2LHfffTdr1qwhEAh0e3+/38/GjRtJTk4eUK9bSZJIT09n3LhxXHzxxcyaNYukpCT27dvHunXr2Lx5MzU1NSiK0uPHVFX1MyNkT5w4wfXXX88111zDb3/726gMrj3++OPMmjWL1NRU8vLyKC0tZffu3Z1us2jRIiRJ6vTnggsuiPhaw/F6vezatYvi4uKorsMiekgR+seib1hi1iKqHDp0iDVr1nD77bebXxs0aBBwskJr4Ha7T6nWWkQGh8PBVVddxR//+EeOHTvGSy+9REJCAnfeeSdjxozh29/+Nm+//bYpbA8dOsTtt99OYmIiU6dOjZiAkiSJ1NRUxo4dy0UXXcTs2bNJSUnh4MGDrF+/nk2bNnH8+HGCweBpH8MQspIkxb2QdbvdzJs3j4suuog//vGPUXNgWL9+PXfffTeffPIJq1evRlEUrrnmGjo6Ojrdbs6cOZw4ccL888Ybb0RlvQabNm0y0+ksLCxiF6vNwCKqPPPMM+Tl5XH99debXxs1ahSDBg1i9erVZs9sIBBg/fr1LF26NFpLtQhht9u54ooruOKKK3jqqaf48MMPWbZsGd/5znfweDxcdtll/POf/2TWrFlRTR+TJImUlBRSUlIYM2YMHR0d1NbWcvjwYXbs2EF2drYZCWu0TBhCFqCwsDCuhWxDQwM33HADU6dO5Zlnnonqz/LWW291+rvxvq+oqODSSy81v+5yucyL2VigsrKSlJQUxo0bF+2lWEQLKfRnoJ/Dok9YA2AWUUPTNEaNGsUtt9zCL37xi07fW7p0KY8//jjPPPMM48aN47HHHmPdunWWNVcMo6oqq1at4rbbbiMYDGK325k7dy5lZWVceeWVJCYmRnuJJh6Px/RgbWtrIzMzk9zcXGprawEoKiqKayHb3NzMvHnzGDZsGMuXL8fpdEZ7SZ3Yt28f48aNY+vWrUydOhXQ2wxWrVqF0+kkIyODyy67jEcffdRK2bKICsYA2L7aHREZABubP9kaAOsDlpi1iBrvvPMO1157Lbt37z4lTccITfjTn/7UKTTB+OCziD2qq6v5whe+wNVXX83vf/97Pv30U5YvX86KFStobGzkuuuuo7S0lKuvvpqkpKRoL9fE6/VSU1NDdXU1iqKQkZHBoEGDyMvLw+VyRXt5vaatrY0FCxaQnp7Oyy+/TEJCQrSX1AkhBAsWLKCpqamTQ8A//vEPUlJSKCgo4ODBgzzwwAMoimJaullYRBJDzO6v3RkRMTsmf5IlZvuAJWYtLCz6jKIoTJ8+nSuuuILf/e53nVoLNE1jw4YNprB1u91ce+21lJaWcu2115KcnBzFlesV5U2bNqFpGpMmTTJjdVtaWkhPTzdjdWNNFHaHx+Nh4cKFyLLMG2+8EVMXDQZ33303r7/+Oh9++OEZAxtOnDhBQUEBL774IgsXLozgCi0sLDEbb1gDYBbnNSNHjjxlglqSJO6++24gNiesYxG73c6KFSt46qmnTumRlWWZ2bNn8+STT7J3717Wrl3L2LFj+dnPfsbIkSP56le/yrJly2hvb4/4ulVVZfPmzaiqSmFhISkpKYwYMYJZs2ZxySWXMGjQIOrq6vjwww/59NNPqa6uxuv1RnydPcHn8/HlL38ZVVV59dVXY1LI3nPPPbzyyiusXbv2rMljgwcPpqCgwAxSsbCIBpabQXxgVWYtzmvOFqu7aNEiamtreeaZZ8zbOJ1OsrKyorHczxSaprF582aWLVtGeXk5R44c4aqrrqKsrIzrrrtuwCsUhpBVFIWioqIzBkIEAgEzUrexsZGUlBSzYhvtyrKxvq9+9au43W5Wr15NRkZGtJfUCSEE99xzDytXrmTdunU9GqhqaGhg6NChPP3003z961+PwCotLE5iVGYP1O6KSGV2dP5EqzLbBywxa2ERRnisriRJLFq0iObmZlatWhXtpX2mEUKwdetWli1bxooVK9i/fz9XXXUVpaWlXH/99aSlpfWrx7AhpIPB4FmFbFeCwSB1dXXU1tbS0NBAcnKyKWxTUlL6bY29Wc+iRYs4cOAA7733HtnZ2RFfw9m46667eOGFF3j55ZeZMGGC+fX09HQSExNpb2/noYce4sYbb2Tw4MFUV1dz//33c/jwYXbu3GkNfVpEHEvMxheWmLWwCNE1VhesCetoIIRgx44dZsV2z549XHnllSxYsIB58+aRkZHRJ2FrCNlAIEBRUVGPksxORzAYpL6+HrfbTX19PYmJiZ2E7UCHfKiqyre+9S02b97MunXrYvZ1ebrj8Mwzz7Bo0SK8Xi+lpaVUVVXR3NzM4MGDueKKK/j5z3/O8OHDI7xaCwtLzMYblpi1sAjx0ksv8ZWvfIXDhw+baWTWhHV0EUKwa9culi9fTnl5OTt27OCKK66gtLSUefPmkZWV1SvB2J9CtiuKopjCtq6ujoSEBPLy8sjPzyc1NbXfha2qqtxzzz189NFHrFu37pQEPQsLi3PHELMH3bsjImZH5U2wxGwfsMSshUWIa6+9FqfTyauvvnra21gT1tFDCMHevXtNYbt161YuvfRSSktLmT9/Pjk5OWcUjJqmsWXLFvx+f78L2a6oqkpDQwO1tbXU1dXhdDpNYdsfLROapvHDH/6Qd955h3Xr1lFQUNBPK7ewsABLzMYblpi1sECPXx09ejQrVqxgwYIFZ7ztuHHjuP3221myZEmEVmfRFSEEBw4cMHtsq6qq+PznP09ZWRnz588nLy+vk2AMBAJs374dv99PcXHxgArZrqiqatp91dXVYbfbzeSxc2mZ0DSNn/zkJ6xYsYJ169YxZsyYAVq5hcX5y0kxu4e0ARazra1tjMobb4nZPmBZc1lY0H2sbnc0NDRw5MgRBg8eHKGVWXSHJEmMGTOGH/3oR/zrX/9iz549zJ07l7///e+MHz+euXPn8qc//YkTJ07g8/koLS3lxRdfjLiQBbDZbOTm5jJ16lQuu+wyJk2ahKIobN68mffff59du3bR2NhIT+oKQggeeeQRXnrpJVavXm0JWQsLCwusyqyFxWljda0J6/hDCMHhw4cpLy+nvLycTz75hPT0dGw2Gy+//DIzZswY8KGsnqJpGk1NTablF0Bubi75+flkZmae4tcrhODJJ5/kqaeeYu3atUybNi0ay7awOC8wKrPVEarMjrQqs33CErMW5z2ni9W1Jqzjm0AgQFlZGZs2bWLYsGFUVlYya9YsFixYQGlpKcOGDYsZYSuEMIVtbW0tQghyc3Oprq7myiuvxOVy8bvf/Y4nnniC1atXU1xcHO0lW1h8prHEbHxhiVkLC4vPHIqi8NWvfpVdu3bx7rvvkp2dzfHjx1mxYgXl5eX885//pKioiNLSUkpLSxkxYkRMCduWlhb27dvHTTfdREdHByNHjuTgwYO88cYbXHbZZdFeooXFZx5TzNbtjYyYzR1nidk+YPXMWlhYfOZYu3atKWQNl4OhQ4dyzz33sHbtWo4cOcKtt97KmjVrmD59Opdddhm//vWvOXDgQI96VwcSSZLIyMigpKSEffv2cfvtt7Nnzx7S09OZN28eX/nKVygvL8fj8UR1nRYWFhaxgiVmLSxiAEVR+I//+A9GjRpFYmIio0eP5mc/+xmappm3EULw0EMPMWTIEBITE7n88svZvn17FFcdu1x99dVs2LCBnJycU74nSRKDBg3irrvuYs2aNRw7dow77riD9evXU1RUxCWXXMJ//ud/sm/fvqgKWyEEy5Yt4y9/+Qtvvvkmx44dY/369YwaNYof//jHDBo0iPb29qitz8LifECK0D8WfcNqM7CwiAEeffRRfv3rX/Pcc88xZcoUNm7cyDe+8Q0eeeQRvve97wGwdOlSHn30UZ599lnGjx/PI488wvvvv8/u3butYbR+QAhBQ0MDL7/8MsuWLeO9995j0qRJlJaWUlZWxrhx4yLairBy5Uq+9a1v8dJLL53isiGE4ODBg4wePTpi67GwOJ8w2gwO1e2LSJtBQe5Yq82gD1iVWQuLGODjjz9mwYIFXH/99YwcOZIvfvGLXHPNNWzcuBHQxctvfvMbfvKTn7Bw4UKmTp3Kc889h8fj4YUXXojy6j8bSJJETk4Ot912G2+++SY1NTV873vfY+PGjcyePZsLLriAxx57jJ07dw54xfaNN97gW9/6Fs8//3y3dnGSJA24kH388ceZNWsWqamp5OXlUVpayu7duzvdxtotsLCwiAUsMWthEQN8/vOf591332XPnj0AbN68mQ8//JC5c+cCcPDgQWpqarjmmmvM+7hcLi677DI++uijqKz5s4wkSWRlZfHNb36T1157jdraWu699162bNnCxRdfzKxZs3jkkUfYvn17vwvbd999l0WLFvGXv/yFsrKyfn3s3rB+/XruvvtuPvnkE1avXo2iKFxzzTV0dHSYt3niiSf41a9+xVNPPcWGDRsYNGgQV199NW1tbVFbt4VFfyJF6I9F37BHewEWFhawZMkSWlpamDhxIjabDVVVefTRR7nlllsAqKmpASA/P7/T/fLz8zl06FDE13s+YQxk3Xrrrdx66620tLTw6quvUl5ezm9+8xtGjBjBggULKCsrY+rUqaf4w/aG999/n6985Ss89dRTfPnLX+7Hn6L3vPXWW53+bgSLVFRUcOmll56yWwDw3HPPkZ+fzwsvvMCdd94ZjWVbWFich1iVWQuLGOAf//gHzz//PC+88AKVlZU899xz/Od//ifPPfdcp9t17dkUQsSMpdT5Qnp6Ov/v//0/Vq5cSU1NDT/96U/Zt28fV155JYWFhfz0pz+lqqqq0/BeT/jkk0+4+eabefLJJ7n11ltj7vfa0tICQFZWFmDtFlicH1gDYPGBVZm1sIgB/v3f/50f/ehHZjVu2rRpHDp0iMcff5xbb72VQYMGAXqFNjxK1+12n1KttYgcaWlp3HLLLdxyyy20t7fzxhtvsHz5cubMmUNubi4LFixg4cKFFBYWnrFiW1lZyY033sjPf/5z7rzzzpgTskIIfvCDH/D5z3+eqVOnAtZugYWFRexgVWYtLGIAj8dzitix2WxmdW/UqFEMGjSI1atXm98PBAKsX7+eiy66KKJrteielJQUbr75Zl566SVqamp44oknqKmp4frrr2fq1Kn86Ec/4tNPPz2lYrt161YWLFjAkiVL+O53vxtzQhbgO9/5Dlu2bOHvf//7Kd+zdgssPtNIUmT+WPQJqzJrYREDzJ8/n0cffZQRI0YwZcoUqqqq+NWvfsU3v/lNQBcMixcv5rHHHmPcuHGMGzeOxx57jKSkJL7yla9EefUWXUlOTuaLX/wiX/ziF/F4PLz99tuUl5dTWlpKWlqaGambnp7O/Pnzueeee1iyZElMisB77rmHV155hffff59hw4aZX7d2CywsLGIFS8xaWMQAv/vd73jggQe46667cLvdDBkyhDvvvJMHH3zQvM19992H1+vlrrvuoqmpidmzZ/POO+9YHrMxTlJSEmVlZZSVleH1elm9ejXl5eV88YtfpLW1lTvvvJOf/vSnMSdkhRDcc889rFy5knXr1jFq1KhO3w/fLSgsLARO7hYsXbo0Gku2sOh3IuE2EFvv/PjECk2wsLCwiAI+n4+nnnqK73//+9hstmgv5xTuuusuXnjhBV5++WUmTJhgfj09PZ3ExERAD/J4/PHHeeaZZ8zdgnXr1llBHhZxjxGacLT+QERCE4bljLZCE/qA1TNrcV6haRoTJ05kyZIlnb7+9ttv43Q6WbZsWZRWFlv0JF530aJFSJLU6c8FF1wQxVXHFwkJCdx7770xKWQB/vCHP9DS0sLll1/O4MGDzT//+Mc/zNvcd999LF68mLvuuouSkhKOHTtm7RZYfKaw3AziA6sya3He8dxzz3HPPfdw6NAhMjMz2bx5M5dccgkPPvgg9957b7SXFxP0JF530aJF1NbW8swzz5j3czqdpnWThYWFRbxiVGaP1R+MSGV2aM4oqzLbB6zKrMV5x1e/+lVycnL47W9/y9GjR7n++uv52te+ZgnZMM4Wr2vgcrkYNGiQ+ccSshYWFp8pJCLgZhDtHzL+scSsxXmH3W5nyZIl/Pa3v2Xu3LkUFRXx29/+NtrLiinOFq9rsG7dOvLy8hg/fjx33HEHbrc7Gsu1sLCwsDiPsdoMLM5L2tvbyc3NZezYsXzyySckJydHe0kxhRCC+++/n6VLl3aK1/3xj39s3uYf//gHKSkpFBQUcPDgQR544AEURaGiogKXyxXF1VtYWFj0DaPN4HjDwQHf+m9tbWVIttVm0Bcsay6L85LvfOc7ANTX18fsAE40CY/XnTJlCps2bWLx4sUMGTKEW2+9FYAvfelL5u2nTp1KSUkJBQUFvP766yxcuDBaS7ewsLCwOM+w2gwszjseeOABXn/9dT755BMUReGvf/1rtJcUc4TH606bNo2vfe1rfP/73+fxxx8/7X0GDx5MQUEBe/fujeBKLSwsLAYOy80gPrDErMV5xV/+8hd++ctf8uqrrzJjxgwWL17ME088QTAYjPbSYoqzxet2R0NDA0eOHOmUBmVhYWFhYTHQWGLW4rzhzTff5O677+b55583/VDvueceWltb+dvf/hbl1cUWRrzu66+/TnV1NStXruRXv/oVZWVlgN5zfO+99/Lxxx9TXV3NunXrmD9/Pjk5OeZtLCwsLOIdqzIbH1gDYBbnBRUVFVx22WU8+uijpk+qwYMPPsiLL77Izp07rf7ZEG1tbTzwwAOsXLnSjNe95ZZbePDBB3E6nXi9XkpLS6mqqqK5uZnBgwdzxRVX8POf/5zhw4dHe/kWFhYWfcIYAKtpOBSRAbBB2QXWAFgfsMSshYWFhYWFhUUYlpiNL6w2AwsLC4vPCO+//z7z589nyJAhSJLEqlWrOn3fiiC2sOglUoT+WPQJS8xaWFjEPG1tbSxevJiCggISExO56KKL2LBhg/l9IQQPPfQQQ4YMITExkcsvv5zt27dHccXRoaOjgxkzZvDUU0+d9jZz5szhxIkT5p833ngjgiu0sLCw6H8sn1kLC4uY5/bbb2fbtm387W9/Y8iQITz//PNcddVV7Nixg6FDh/LEE0/wq1/9imeffZbx48fzyCOPcPXVV7N7925SUwc2Vz2WuO6667juuuvOeBsjgtjCwuLsRGJAyxoA6zuWmLWwsIhpvN7/397du7QOBWAcfkWaRkQQB1NxuSJB5G4uooNfQ8HJQVxcBBfBXUFchKLi5tZRRNBJ0DF1aaEUdJD8AULwYyguRW+hUJXeyXB7y704tTn194wnCeeMbw4neSs6Pz/X5eWlpqamJEk7Ozu6uLhQOp1WKpXS4eGhtre3w7KG4+NjOY6j09NTra2ttXL5kfNZQdzb2xt+FNnf39/qZQGR9Pr6qy3maHeEWQCR9v7+ro+PD9m2XTfe1dWlfD6vIAhULBaVTCbDa/F4XNPT0yoUCoTZP8zPz2tpaamugnhubo4KYuAvlmUpkUjI/fGzKfMlEglZltWUudoRYRZApPX09GhiYkKpVEqjo6NyHEdnZ2e6vr6W67oqFouSJMdx6p5zHEf39/etWHJkUUEMfI1t2wqCQNVqtSnzWZbV8MKOryPMAoi8k5MTra6uanBwUJ2dnRobG9Py8rJub2/Dezo66s+d1Wq1hjHUo4IY+DfbtgmYhuBvBgAib3h4WLlcTuVyWY+Pj7q5udHb25uGhobCj5k+d2g/PT8/N+zWoh4VxADaAWEWgDG6u7s1MDCgUqkkz/O0sLAQBtqrq6vwvmq1qlwup8nJyRautvnK5bJ835fv+5KkIAjk+74eHh6oIAbQtmgAAxB5nuepVqtpZGREd3d32tjYUDweVz6fVywW08HBgfb393V0dCTXdbW3t6dsNvvtfs2VzWY1OzvbML6ysqJ0Ok0FMYC2xJlZAJH38vKira0tPT09qa+vT4uLi9rd3VUsFpMkbW5uqlKpaH19XaVSSePj48pkMt8qyErSzMyM/rc/4XleE1cDAM3BziwAAACMxZlZAAAAGIswCwAAAGMRZgEAAGAswiwAAACMRZgFAACAsQizAAAAMBZhFgAAAMYizAIAAMBYhFkAAAAYizALAAAAYxFmAQAAYCzCLAAAAIz1G/aaH2DiIUD7AAAAAElFTkSuQmCC", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# select only points with object ID = 1\n", "sphere_points = points[points[:, 8] == 1, :]\n", "\n", "# Matplotlib figures.\n", "fig = plt.figure(figsize=(9,7))\n", "\n", "# Scatter plot of only the sphere point cloud (coloured by Intensity).\n", "ax = fig.add_subplot(projection='3d')\n", "sc = ax.scatter(sphere_points[:, 0], sphere_points[:, 1], sphere_points[:, 2], c=sphere_points[:, 3], cmap=\"GnBu\", s=0.1, label='scene')\n", "\n", "# Add axis labels.\n", "ax.set_xlabel('$X$')\n", "ax.set_ylabel('$Y$')\n", "ax.set_zlabel('$Z$')\n", "\n", "# set equal axes\n", "box = (np.ptp(sphere_points[:, 0]), np.ptp(sphere_points[:, 1]), np.ptp(sphere_points[:, 2]))\n", "ax.set_box_aspect(box)\n", "\n", "cbar = plt.colorbar(sc)\n", "\n", "cbar.set_label('Intensity', fontsize=15)\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "fb332873", "metadata": {}, "source": [ "It can be seen that the intensity values are highest in the areas that are closer to the scanner and where the incidence angle of the beam is large (i.e. the beam direction is almost identical to the normal vector of the surface)." ] }, { "cell_type": "markdown", "id": "31e14df9", "metadata": {}, "source": [] } ], "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": "3.12.2" } }, "nbformat": 4, "nbformat_minor": 5 }