{ "cells": [ { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "\n", " **Chapter 2: [Diffraction](CH2_00-Diffraction.ipynb)** \n", "\n", "
\n", "\n", "# Analyzing Spot Diffraction Pattern\n", "\n", "[Download](https://raw.githubusercontent.com/gduscher/MSE672-Introduction-to-TEM//main/Diffraction/CH2_08-Spot_Diffraction_Pattern.ipynb)\n", "\n", "[![OpenInColab](https://colab.research.google.com/assets/colab-badge.svg)](\n", " https://colab.research.google.com/github/gduscher/MSE672-Introduction-to-TEM/blob/main//Diffraction/CH2_08-Spot_Diffraction_Pattern.ipynb)\n", " \n", "part of\n", "\n", " **[MSE672: Introduction to Transmission Electron Microscopy](../_MSE672_Intro_TEM.ipynb)**\n", "\n", "**Spring 2026**
\n", "by Gerd Duscher\n", "\n", "Microscopy Facilities
\n", "Institute of Advanced Materials & Manufacturing
\n", "Materials Science & Engineering
\n", "The University of Tennessee, Knoxville\n", "\n", "\n", "Background and methods to analysis and quantification of data acquired with transmission electron microscopes.\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Load relevant python packages\n", "### Check Installed Packages" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "done\n" ] } ], "source": [ "import sys\n", "import importlib.metadata\n", "def test_package(package_name):\n", " \"\"\"Test if package exists and returns version or -1\"\"\"\n", " try:\n", " version = importlib.metadata.version(package_name)\n", " except importlib.metadata.PackageNotFoundError:\n", " version = '-1'\n", " return version\n", "\n", "if test_package('pyTEMlib') < '0.2026.1.0':\n", " print('installing pyTEMlib')\n", " !{sys.executable} -m pip install git+https://github.com/pycroscopy/pyTEMlib.git@main -q --upgrade\n", "print('done')" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "## Import numerical and plotting python packages\n", "Import the python packages that we will use:\n", "\n", "Beside the basic numerical (numpy) and plotting (pylab of matplotlib) libraries,\n", "\n", "and some libraries from the book\n", "* kinematic scattering library.\n", "* file_tools library" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "slideshow": { "slide_type": "-" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.2026.1.3\n" ] } ], "source": [ "%matplotlib widget\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import sys\n", "import os\n", "if 'google.colab' in sys.modules:\n", " from google.colab import output\n", " output.enable_custom_widget_manager()\n", "\n", "# Import libraries from pyTEMlib\n", "import pyTEMlib\n", "\n", "### And we use the image tool library of pyTEMlib\n", "print(pyTEMlib.__version__)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Acquisition of Selected Area Diffraction Patterns\n", "\n", "Practical steps:\n", "- Make sure that area of interest is in focus.\n", "- Insert SAD or equivalent aperture in image plane\n", "- Remove objective aperture (let all the diffracted beams through)\n", "- Focus the SAD aperture (Put's that aperture in the image plane of the objective lens)\n", "- Switch to diffraction mode \n", "- Adjust convergence angle (C3) within the limits given by the area you want to investigate\n", "- Focus the diffraction pattern with the intermediate lens (diffraction focus).\n", "- Correct astigmatism \n", "- Block zero beam with the pointer. (You can damage the CCD)\n", "- Use long exposer times ($>$ 1 sec: better dynamics, sharper pattern) or even take several at different exposure times. \n", "\n", ">**Some tips:**\n", ">- cooling the specimen will reduce thermal diffuse scattering (scattering at phonons).\n", ">\n", ">- With a Gatan Image Filter (GIF) or an in-column filter one can filter out the inelastic scattering (lower energy) electrons responsible for a lot of the background intensity.\n", ">\n", ">- CCD cameras usually have a lower dynamic range and can be easily damaged by the zero refection. Summing several diffraction-pattern increases the dynamic range of the data.\n", ">\n", ">- Changes in the lattice parameter due to stress will not be easily seen in the diffraction patterns, but HOLZ line patterns (later) give that level of accuracy.\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Load Spot-Diffraction Pattern\n", "\n", "First we select the diffraction pattern" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# ------ Input ------- #\n", "load_example = True\n", "# -------------------- #\n", "if 'google.colab' in sys.modules:\n", " drive.mount(\"/content/drive\")\n", "\n", "if load_example and 'google.colab' in sys.modules:\n", " if not os.path.exists('./Si001_300mm_alpha0.1_beta9.4_diff.dm3'):\n", " !wget https://github.com/gduscher/MSE672-Introduction-to-TEM/raw/main/example_data/Si001_300mm_alpha0.1_beta9.4_diff.dm3\n", " \n", "# Open file widget and select file which will be opened in code cell below\n", "if not load_example:\n", " drive_directory = pyTEMlib.file_tools.get_last_path()\n", " file_widget = pyTEMlib.file_tools.FileWidget(drive_directory)\n", " \n", " file_name = '..\\\\example_data\\\\Si001_300mm_alpha0.1_beta9.4_diff.dm3'\n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "882d5810440e41ffa413a6441aa88207", "version_major": 2, "version_minor": 0 }, "image/png": 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", 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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "if load_example:\n", " file_name = '..\\\\example_data\\\\Si001_300mm_alpha0.1_beta9.4_diff.dm3'\n", " if 'google.colab' in sys.modules:\n", " file_name = './Si001_300mm_alpha0.1_beta9.4_diff.dm3'\n", " datasets = pyTEMlib.file_tools.open_file(file_name)\n", " main_dataset = datasets[list(datasets.keys())[0]]\n", "else:\n", " main_dataset = file_widget.selected_dataset\n", " datasets = file_widget.datasets\n", "\n", "view = main_dataset.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plotting on a logarithmic scale\n", "\n", "The dynamic range in diffraction data is even larger than in images and so for a good presentation of the data it is advantageous to go to plot the intensities in a logarithmic scale.\n", "\n", "To present data in logarithmic scale no negative values (noise) can be in these data and so all negative values in the dataset will be set to zero.\n", "\n", "The factor 1 in front of the diffraction pattern in the log numpy function in the ``imshow`` is the gamma value.\n", "Changing that value will change the contrast." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "49ecaf4b01f249d6ba8263b61772d754", "version_major": 2, "version_minor": 0 }, "image/png": 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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "diff_pattern = np.array(main_dataset).T\n", "diff_pattern[diff_pattern<0] = 0.\n", "extent = main_dataset.get_extent([0,1])\n", "fig = plt.figure() \n", "plt.imshow(np.log(1+diff_pattern),cmap=\"gray\", vmin=np.max(np.log(1+diff_pattern))*0.5, extent=extent);\n", "scale_300mm = 0.012829394079744816" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Finding the center\n", "\n", "First try with cross correlation of rotated images\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Finding the center of the beam-stop\n", "\n", "The beam-stop is naturally dark, and we first select the dark regions.\n", "These dark regions are naturally spotty, and we set all small values to\n", "\n", "We first find the maximum of the profile for the \n" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1101 1016.5\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "41b425a5582e4a0b922bfae8c4f0127f", "version_major": 2, "version_minor": 0 }, "image/png": 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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import scipy.ndimage as ndimage\n", "\n", "beam_stop = np.zeros(diff_pattern.shape)\n", "beam_stop[diff_pattern < 100] = 1\n", "beam_stop = ndimage.gaussian_filter(beam_stop, sigma=(2, 2), order=0)\n", "beam_stop[beam_stop <= .7] = 0\n", "beam_stop[beam_stop > .7] = 1\n", "\n", "# Find maximum of intensity onto x-axis\n", "center_x = np.argmax(beam_stop.sum(axis=0))\n", "\n", "# Find center of y-axis line profile at position center_x\n", "center_y = np.average(np.where(beam_stop[:,center_x]>0.7))\n", "\n", "print(center_x, center_y)\n", "center = np.array([center_x, center_y])\n", "plt.figure()\n", "plt.imshow(np.log(1+diff_pattern))\n", "plt.imshow(beam_stop, alpha=0.5)\n", "plt.plot(beam_stop.sum(axis=0), label= 'intensity projected onto x')\n", "plt.plot(center_x+beam_stop[:,center_x]*300, np.arange(2048) , label='y-axis profile')\n", "\n", "plt.scatter(center[0], center[1], label='beam-stop center')\n", "plt.legend(loc='lower left');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Determine Bragg Peaks\n", "\n", "Peak finding is actually not as simple as it looks" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "# our blob detectors from the scipy image package\n", "from skimage.feature import blob_dog" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "fade1f9196ee4b38b0e940d7906d4cbf", "version_major": 2, "version_minor": 0 }, "image/png": 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rTFZF4JSjRsJSkgEdMbaZ9XdVr9KhRP6i3OxN66gvswuzh5INZfRymA8jkCxPyeYZkWLXOhJAZpN4Hcc7Eew8Yd+N1zK24ciWWsJ9vCbRtqqdjPhXzDYqAaxYF0ajyQVffQDyW7ox+lKKirFBnTnNSGoyEoAOHB0COoDM4eN29kYzG2BVNCv+MlKjbIJprH5FMJgNMIKEjsy3S2u9KRKjIkOsDNaJ+RQpwDKYJ3P4qFP2ZrT3DXz0gJEBJRtzzoysKmfN7KAIApMft9mkgpHXLG/UL8uL2+o6U9cilsXrVuntv5EMor3j107iG7heNiPlLA9e12aTdzKiTNHWcRzFeksTjth2Rv7YOFIxW6gEsGJdiIMIvrkaBzQkgvGD5zjLxrd7kRwg2cG1/BxIevDfnQDeXosEz/ejrtlMPBLdaAO0Waw3bmPkAR9CV+cgypit9cXq8vLs1m60Dzp6JAcZQcN2mRPMbBaREQ4/jnWWXgpSzyeyiQMDHm/iWNWal6U6UZ6MnLHnYyMUMWfbbMKDYNeE58djGalj7ar+Euv3NLyWY9543bNb67hmqdehlj6K7eP1j+emybWM+b0NfANeTaJYW2pyUwngbKMSwIp1A2fqpaU6nPwxshDTcZArzYDxu5eeFx+MZu0oIqBm9lFeto2DNtrD34RWZEZ9ExXliU6HPQem3lpWz2cyghvL+DlWtmAEQBEPPMeMOGS6Y95ocyQOCEYgsnZVf2T9G/OxdqKceJzJgPuK3GJenAQxEseuLUUMGYFT14yaSLFrEPVmZfBaKU20ovyKRGM6e4kijmux/+O1wdplpDXmyUiY64jXb4m0qUkBi1hXzDYqAaxYF+IAF9/gZYTA09hXMuJgGKOCcRCMLyjEuuJAxpZ8YM4G01nZqJ8aeNnsmw303l6MKMRfP+bRT+bIFWGOekZnhTJEebO0kj5IiND5Yn4WWWS29rLKObFzEGVgjpL1PwWVNyMrpTJITkajJz9JqMoweTIbONiERpFv1IsdL+0jycj6DatDERXcR/shCcXxI9OZtYPnAG/9MsLKdInjiFq4mRFCJnvJlipizWRjtiqRz4rZQCWAFRcEONs3W+v8cIDCbSRiceBUUQlG6LyMGmxLJAifc2MOIxvEo02wjHLqzH4I5oQY4UUSyAie0h3rRZIQHSTKwnQrESqmH/5iXegkWT/KCBDTiWFa+dg5ZrIqmVX/xjQkJOwzfaW+iPUzvRl5ZaTPjL/0xGzo9SpyFcurY474UoaSP+Z1YuaTrGg3tRJAtIMimqzPoY3jvsvBHplBuVmdbJxDNDk3FRXl70RVVBSADsIHLP+wPDq9SLS8LH42Dp03W6es5NyZE2Z5fbtEFr1OJmu0BUvHdhkZZsTBkS3zgfrgA+6M9MbnoDJyjM5G1ZuVYfZmaYzsZPphGf9HOTMirwgZkw3rRlLMdGS2UYQqgsms+kxJPiYXawvz+qMLUZZIRhjBZP0Urwemd3Yts7f88TjWjeQ1lkW9ULdYJy7wzuTD8x9tg+dDPY4Sy2L97XabTshYXqxLXdsOFYmvmA3UCGDFuoEzXhUVUovNqtX2cRbbaq1dIgVfGmEOM5tBs8E51o2ysMiF6xDrZk5YDdpMNrzFo0gf2jjqopwSc1IOdWuJ2W00mrydqXRs8qwb9he2r84tgtmCyY+6eJ34ED8jE0xGNtlh8mXRVdY+2ifKwF58YrZmeVEPJierL+vD7Jk1nBhiOpOpFKVCIsoIogMXkmeTQ9weDAZrJnolYBtu77i2YszL2lXPc7LymC9eu5ltYz9rolfFpYtKACsuCJiTxoHTj6tn+vBXOZds5svSlEOKaYx8Zjq6HnGGH/OYrV3CQd2uUYSU6crsgGQEiYO3zfIokqEctln+0D8SMxaBcXKKDkg5PHypyI8zR4ll0c7K4U3Tp1Q/xbyMCLJ99bxmJhu2wQinmvTE44xAqm1VR5bGJn+ejmMG6wsooyJu7PqNz9fGNn07u6ugSKKC6ouYpq4nbAPPeWmpImY7tDkeV8S/YnZQCWDFuhAHWvZWHg5So9Fo/BZwjHZkA2AcyLNZsedlUCSQOSXcjvIhiWUD72AwKDotLINvMGMkAJ05Iw2MfCHRjoQ1RqJYe2zpC6ZvjBSxaAcSJqZ/lB9fEioRLZRNkQEF1ofYhAbbwjaRbESZFWlnNmVkThGizImz+pkerC5G0EptxTKMBGftYxtNbr3GY4qIMoIbZcUX1+I45X1ZjQmZ/ihTvKZQDmzfgXcbMkKP1wLrmzGfuqYqZguVAFasCzig+MDJ3thls2yvIxukIuLAxQbBuByKO3InnLEOfLEEB2S8/eu/vu0kL77NG3WJeqAuytGijMo5R3sxEuZ5XL5oL4xYIgl04NvK6JzQKUWyyZwmkkx17tEWGYGJdlHlWDrbRjR9NkqRMZQr2iUjSOw8M32VfjGfIm6qTSRH8byiLDEfTh5YHV4/tsdIEsoaf5V+7PrC6wHHohghYxNVz+NgEcNMZrQvpuFkSelY6rMZwWbH1bhSMXuoBLBi3YhOAG/tlZ47YgMoG5TjMebY4gw7kj50Yjjgspm3t+3RAUYEm5Ba3GfOLNqJOV2md5ShtBxEdN7sHyOC6BiVndW58rIxssJ+VVRjms/6KZKlyA3Kj7eWcS1FRTwV+Y3Eh9lORX9Y3Up/1i+YbUv1Mluza0sRBNaHS2RIXQMMLh9rS/UdRaDYxCZeO57u9eN5ZOc4s0PcV2/g4nlTdsI+E/Ngm3g9YHvxGE7UKmYTlQBWrAt4K9QXOMbBDQdiBeWomXPyOqPz9gEue/4lDnpsCQ32G+VTkZI48GbPPKEjZHZRZEQR2ugocC3B+MavmU2QY4wIenrUiRHuTK7o+KJ+ynHj+WG/mIc5O/aVBJQP9/EFGEXMlLNm/QRt4XUrJx51Ui/UYFlmD7zNzOyEkxhFFDANz1u0WbQr6y/KnoossokOO3dolybXe5SpSQQQdWIvTigShfIwvTBdyYv14PlTBI9NVCoqHJUAVqwLKgLFoknxOTc2m/aybIBjhC4Oesy5IpFRjkIN7soRMQfPnEDTWTuTC4le5qhjW5HcRYIX3wpmt4VRR3S2+Cal0s/LssW+Edn5Z4QLyQmeY8yD5ASjMRmhZeXRRoosZUSP6cFkYqSc2QOvLczjbbBHFJhMGfllYKSM6RePZ5HHTCY2NuDdBkWysD5FjKPMqCPTldkj0wePM5kYwUUdla44nqhxD8fXitlEJYAVFwQ4uOFCp3HQwpk3i4Ah6cmIFEZu2FuqygEyAhvbY2v+KUfCbBGBZCTLG2VFhx/TM8IQ/9vtNiWFMU+8PYZREOZUGAnC/PE2K9OPoQlRy/RlkTCXrykRxfxYLlsihU0OVPS7yRuguM36VbQBIxlZn2T1s37ehAjG/GqykpEvrA+PqUkKy6sIusrj+RQBVNtZX82IYqab18XGFbZUTIlEZwS/YnZRCWDFuoC3UNmD/ix6hAMl+zSW77OPsMd8SChZNEYNgGogzpwS0y22j21nEQfmKBm5iXqw2T6WwxdA/LgvKovHvc5IAtXtcYd6qQNtnhEH1DHaiOnPSCeS+CgXi+IxQohkG3XKCCwSEvXWOuqpwMoqezK5VT9iUMQw1tOENGQkjE2c4jHVBiN4TE5mLzyP3tfN+ELiqlzcVsRMya+Oqesr2gqvBXXuI7Av4CMk0Y7skYSK2UMlgBXrAg7wcXCJ6Zmjygai+GxfTGu1WnSAY0QkljGbjPrh0jUsWqWeLfN/9kZxrDPKh8SNDfBq1o964jG0K7bXbrfH/5EAMqfDHEZ8sYORWgY8L1FGRghQb7WPdZitfSMX5WR2Z+QboUgcts0mKlG/LJ3JrAhgrEeRC9ZXcXKi6pqWGCBRxv5kxiOdiixiGbyumI4oN15TeO0zGdg1wOpm14caa1g/U6SbkcxsyR+0X0bqmpLIitlCJYAV64a6veUkLQ6CSBBjXnQgWDcSH/8KiOcrDWZxgMbomIo2RB0y8uXH8eUNlN3BSI9qgzkMRgqjHaMM7XbbOp2Ozc3NjbfjLWGXO0YmIvGOeqGTKukT7cS+exrLqPSoV+bgYh2M7GfnOCL2PXXecPLBzhc7N6iP0jXTT5FEVt7zqUlCk31FMlE3JGYsQsxIPRKkbG1QZdcS8cnIVik9yxvbwW0/rr6AFOsp2ZvlbVIO+x7aDJfIqpgtVAJYsS5EUocDdPyNUTucMbPBUQ1y8bj/qy9uROfPngFUAy3O5DFdEbJIplTUQRGFWL+SKR5n0S7m6KIMTvycBMa8Tvoi2NIYsT1GqKJ98Dyw5y2V7sxhYwSLPQuF9igRxrgfyV1T545llaPFPIy0q2tCLQXCSKDXkxHPjKSiPspuilwwoqfqYHqw68jzoL5xn/VP1ob6rjDuM5uwPJhX9QvWHtMbj0XyycYMNiFBmeL1gv0cr/mK2UIlgBXrBg7AOEBhFNDT40DNHF6sO+bB/OgkPFqFz2KVZuHqhRCVxuqKg60jRhyjzIy8qNk+toG/pdm+/+It4OxcYXuxrcw2eD6akn2sv6SjIjlYjhEUBkYio15M/tj3GckoETGsn+Vz4LNrrG8wUshskv3idtQNiYkiLUxHzMe+HBQJDzunUVb2KUG2H/spXpuervRHPZkdsnFFteH7cWUE1QdYXUgcmy5SbWYT305Xd28qZgOVAFasC01uLTFy1el0JvZZefbcW7vdpreI4mDo//h5NWwjG2TZ58jYviIJ7jjiLRYkTOzWMpMxi2YowoakN/7Gl0Bc1/iGdqwniz4wB4NOEY+pNHxbWNWdEb8SCZyWoLA8jODj+WTtYr3snKnzyPQpkQV1DhgUkYm6Mjsx8pfJhLKzZ/yYXihPqQ9k5CizTUZuzdbeEYiyoW5IxFV6rBtlifowWXGbtYl90f/ZYzgVs4dKACvWDRVJiDNutjRHfNbM82cOFgdYlkfVEcsrJ8LqUASB1RmPu774BnS0QYyAsIWfFUHJIkGMLMb6mPxIihiY44tl2DeAs/KMVOAzY4zwYZ24naVhv1R6RVLKHDbaLJZFGZhMivzhLe1MJ/VsYxPCiDoxeRXJQRthfRl5zmyQtaHsnfUNtwtOujK5zPg3iFX/QbLJyCub1KBubPHvOH5heyxvRnC9Lid+/ot2qZg9VAJYsS7gbN7TGAmLgxL7DibO8BlpimnxJZAoA9aLbxIzx4dRCOagYzv4rWCsazQaWafToTp4HvaCi2+jc1E2YM4c8znRjk4R//HD9+o8o7yKfChyhHZXdUcd2NI6rK643fSlB9Z2BD6+gOcJt7FeJPesLBIC9hvlU7Zk/QHrL+mviLFql01U8Pot2dhscvxQtzOZbdh5wbbwOPZbR9NIocsb62LjhyK5MR2fs41ysH4Rkdk1jsvxuHq8pmI2UQlgxbrggwob8NVDxizCEB0tI42MBCEU8cNjpXLsOBJTLMtm9soBYN2YnzlrRnSi3WI+RgbNnnAs/qk+s8m3XP3YYDCYIIRejjm6DE588JwhIVbkjzkwL68mFUxvRRCjPnjrFskMO6eMQLDnqdRkAttjRB7rL+nMdGTlsr7GgH1MESjVrjoe5YnRcDy/bI1QNoYoEtgUTcYHtixVaXKDfRqvDfayWdOJGKZ7f8Yxgo0N2YSvYjZQCWDFuhGddXRmkfzhsisxnTkUNpA6IoFBsCVeYh3ZrWXlPBU5xHRGVvyYL7uCtlJRS9aOsh1b0gbJhUcBnei5raIjGAwGY7Ln5449aK++h8qIq8qTEQhPjw6S2UG1hySCyYNkzttRkUPWP5GQlohRZh+VX5GBEkGMZbIH/RkJZTpMK6uKgvmxWI6tn8jW7UR5EUp+PGexLtaPVb0oSwns2mZ6sLsnUT60IyO+Zmu/Hx6vIRzbMjtWzA4qAaxYN9ggnjkAzxN/zSZnsTEfm+2rN/kwGoZOgUWl/JcdY4NvlFm9xRflRKcU64ptMieBxAQdNraHOkQ5MQKIeqjbxKo9tL06D0iQlS1KDg4jGGgP1Bu3GXmLJJgtFYTyolzo4BnJUDbDvhX3lfNuQiwx6sTsyuzGrtdsIuR9M5Zl5yGWR1vi9cmuX9a2siW2g/ky22E9KDeOcwzYd9V1w64ZRZQZOWSysckL60fxXFUCONuoBLBiXXAnipE89swdDjb4/Es242XPy6HDjLPpGAksrT/HIjf4DeAoJ3NSajBls/IoC5Ijlg8ddJNlLJhjdVk8Ahjht35jXkYAlYOMckS7quNMdjUp8H12KzKWxTqy5YRQNwQjporIMz2wP2TEMG7jCz6KACt5WTmsI0NGAlkbpWctMY31IdYeu/bxPGE5do4Z0WTkC5HJycgqu/6bkFBcHxXBxgtF6mMZvO3L8lfyV1EXAbrIcNttt9mP/MiP2JYtW2zPnj32kz/5k3bfffdN5Hnzm9+85uK/4YYbJvKsrKzY2972Ntu1a5dt3rzZbrnlFnv00UenlocNLkiK1KDDnDabBauBH51tdJ6xLTxecqJslo9v88V6kYhinYwIMUfACALqWXKwUYb4JrLv+23efr9vg8HA+v2+9fv9iVu/WSQwe5mEycV0ys4D6x+xrpgW64lk3/9brbXrHuK3kDE/EjA8HtvD84OkJS61g3rh5EQ5aWYrZSNMy2RlOuF5UuQBz6uSicmt2sN+FOWMExLUM/6iLOy6wOuJyc+AxEvpzvaz8Ua9TKLSVDuukz9qovKz67didlEJ4EWGz33uc/bzP//z9sUvftHuuOMO6/f7dtNNN9np06cn8r3yla+0Q4cOjf//7M/+bOL429/+dvujP/oj+8QnPmGf//zn7dSpU/aqV72KRocyxME0Ojw/5g4X8+JsGp0T1otOH9uPAymWd6iZu5mN3ybGQV7dUo15MbqgSGjpTdsS+WXHlRPEtNi2bzsZzP6jo2BpTFb1G2XCc4+3uJHwIRlk/yUSqP5jPkaOUC60cUa4Yh6WH9NiOXZtmPFlgLBttDfTSemBejLShnqputk+6oU6sTbUdc/aYgQ19iesg+VFYobnpFReTfpwX41JPo451DUUbZfZB9ti12bF7KHeAr7IcPvtt0/sf+hDH7I9e/bYXXfdZT/2Yz82Tl9YWLB9+/bROpaWluyDH/ygffSjH7WXv/zlZmb2sY99zA4ePGif/vSn7RWveEVjeVTkJ4ItyMxm6UgolPNgA7QfVw6bkTWXyYlNTI/kQw2SvqI+G7zRFrFdlx2XsWF2jDKwQZ45GrSp58NlLuJxXNYGbcvKMHLNnHimH5aP6VHfaDfmAGN+JHEqihZv88cFxlk/YOQB7YHllD1iGr6BPA3pZJMotIOSQ0XJVL+PdWM/Un2SHY/7OBH0duMSUWp8yeRHedXkhJ1XZZ+SPEx3ZiMmX0xnuiiUCDfr83j+KgGcbdQI4EWOpaUlMzPbsWPHRPpnP/tZ27Nnj1199dX21re+1Y4cOTI+dtddd1mv17ObbrppnHbgwAG77rrr7M4775yqfUb21NIvMXrEnlFhzs+jMvgmaBzUMfLYhJRiHSw/G8Aj2WAzdfZ8niJWzDmVZu6Yrogf6hzzxVvBo9Fo/PyfH/Pf0tqBUSZFgFAOBIuosOOKICHh89u8+N/pdKzT6Vi32x3/e/SPRf4YeWR9gMmEskUZ8bg6b6o+Fg1v0g7rD8qO6rpEoobyqTdQUbfSfinKj/I7FLlidTH7YD24HevAa5bVhdeKysPqx/1M5ml0YgtdV8wuagTwIsZoNLJ3vOMd9k//6T+16667bpx+880320/91E/Z5Zdfbg8++KD96q/+qr30pS+1u+66yxYWFuzw4cM2Pz9v27dvn6hv7969dvjwYdrWysqKraysjPeXl5fHMrAXPpC0RQfiA3y2Sn4kLPG4GX9hIjqOOLAxZ4IELNoTf71uXBYF5Y51ILGLbcc8mO71x6gQ/uIyN5GAIhmNesSoY6yfkTbmuKJ8ym5M11gfprNzzMozqNugeKsTnwH0/GzpEaZ37N+M1GZENzv/MS3aM9bBXh5i9bG6lP3w+oxlYp/I7I99R8kR82Z6ZFExNQ6wvHHfzxl7uQKv/YwIYX0MLLKO14gCq5f1TZSzybWC+dGGPtGrmF1UAngR4xd+4Rfsq1/9qn3+85+fSH/DG94w3r7uuuvs+c9/vl1++eX2p3/6p/ba175W1pc5jttuu83e+9730mNIznxwibfVcCkTJDYoRwQjLF4mEpL4kXNvJ+qlnKuKWuFLFF4PDtrMscd0tBECiRuzEdouEqCSo4wDPsquCLBykiUHziYEimxj1CKziZpkxG18qSNG/+KzqOj4+v2+ma19waWkvyLRTcgr65PMFso+aANWnx9XRMAff0BbYhuZvqx+zN/EJozoKNlLZBgnUHguS9clu55iOTXJY0RQtee/7OUvRYTxPLPrANuLOsXtJuS04tJHvQV8keJtb3ub/fEf/7H9xV/8hT31qU9N8+7fv98uv/xyu//++83MbN++fba6umrHjx+fyHfkyBHbu3cvrePd7363LS0tjf8feeQRM5t0+maTgzd7c9aMf/gcvwSgZr4YTYoP8atIgpeLA6e3E/MxUoWRkSg/RoxwG3VEp5ERwgjl1FkbKBOru8l6f6V/pb+ygyJSinyzt2PjMTyPcTsSv263a/Pz87awsDD+n5+fH98SdnKIkcJSu0w2TGP9EN/+VWXUrdh4/hlBwDqwrtges6VqMyMM7I3iWFa9mML22YQkswMDe2NY5WeEktkJ60X7eZoicxliO5n+rF7WBuqOz/dW8lfhqATwIsNoNLJf+IVfsD/8wz+0z3zmM3bFFVcUyxw9etQeeeQR279/v5mZPe95z7Nut2t33HHHOM+hQ4fsnnvusRe+8IW0joWFBdu6devEP8qlwAYwRgQisfLfSFjioBedyjSL0cY2zSYdMhuEmeOJMqATzp4dQ8eEUb0oTxYhYsh0jkQtPtvH3vJF+8e6sc4oV1MSXAKTH50d1oNv/bZarTEBnJ+ft/n5eduwYcOY/HW73Qny1+l05AsjjHRkDhn1ZESWEaOs7yjilumvXoxh5KwJCWTlUA5F0BjpUH07szsrz3SK21n0j+2zdBUFjPVjvjgOxbI4acI+rcYbByOcTLdM5ihfxWyj3gK+yPDzP//z9gd/8Af2v/7X/7ItW7aMn9lbXFy0jRs32qlTp+w973mPve51r7P9+/fbt7/9bfvlX/5l27Vrl73mNa8Z533LW95i73znO23nzp22Y8cOe9e73mXXX3/9+K3gpkBnFwe9eDvYBytGelhZd+L4zcxIkCJpcmQOI8qB7aOM3h4bPGMdrE0sxwZzJ1yqrCJcOMijs3P5mQNg9SkHpo6h7bLyqk5Wf5aW6RHLOCGIt4CdBHa73fEtTz+33p88r9kTC2Jnz41FHaLzVrIpuUtkkPVjRpqUPaNcjACxCGIGbMtljv0tqyfebo5txmuZXZuxHOYxW3vbVRHLki7qPKrruAmhRJKVTZrYIylZP2C/SgaF0jmvuPRRCeBFht/5nd8xM7MXv/jFE+kf+tCH7M1vfrO122372te+Zh/5yEfsxIkTtn//fnvJS15in/zkJ23Lli3j/O9///ut0+nY61//ejt79qy97GUvsw9/+MPpsiQM7nTV92HjNnNKcbBDUoTRCXyL2POgw2Ay4mDKonysXPxlesX6mL6oczwW85beoFTEj0UZWP6YFh0uIxEqksGWykG7MNuWthVxyPRit+9ZWe+fbD3KeJwRcqZPrL9EehRJUHJiP1H9R5VnerscivhF26GejFyxvq+OxeOMvCkbsf6NE5uYhuVwm4H1/VJer1eVYdcXpqOuURdsC88fm4SpMQrrjYjXc8VsozVqcgVUVACWl5dtcXHRduzYIR0Icx44CMaoDJvJexl/wQMHyJiGjjNuo2OIpFXNmKOD8bxR1+hAlWNQgz6SEbUfy6JeWE+smxELdk7iNjoYtEemjwJz5Jk+MV3lw1udcduf5fOlXuKzf3NzT3wGr9fr2erqqvV6vfEXUeJ//G6y64yktzTZYfkUGcrswUiT2sZy7BwxPfBcI4Hx9IwwKLtk9Xk6EhIcK2IatofHM5LJ9uM2RhqVjnGbyer7GBlVL4lEHdRz03Ff1ZGR8VgmtjEYDOwrX/mKLS0trXmsp+LSR40AVqwLpRk3zrRxkELyp6IDapFelCMe92gmkgdGRGM9OLgjgXQ4ocC6Sg4I85SiIKxOlNXlyYgoc6KMvKtoA5PR0zydRdGYHZSzjvXgM5ZIbJldXP9I4vr9/jia7J/BU19lQSLNbuezCEqTyU/cx+uClWH5sT5VRr1IxcgBlkcyFetUZI7J4MeZHNh3WHuqH3mZuKQR5mcyKb1jPjWOZTqq46y/I+J1rsZCvBZK7eHYwdqL5LtidlEJYMW6wAb4OCgrR2+WO3EcBH2A9GMqyoWkiT1bE+uN5c34Ug5+LDpA5YCxTczDdGdOLIsSZXWVbI3IiKgigUgCGNHLiAY7vzE9HmPbUafM0TkB7PV6E3Z2UhgXwFaIzjLaBGVH+2AeRvjM9KcN2TbTnbXD8mCfjecQz3PM04TsYLSLHc/qi9cXXn+ZvVn0G+tV14bq6+z5T1YXm/zgMZStRPbj5ygjMiKHdZdIXylvxWyhEsCKCwI1izebJBLxlqoPnvGlC8yrBtrMUZXIZKyPrcOlEJ0m1oXRIEUEmQNShI2lx/UUUTcc5DMHqQhL3Gd5WLRFEWLMh8iIpCIypTdWY72DwWCcFqNF+A3kJpEQPB8ZyVVOnx1nJLZE/LJ6Yjq+Ua4IfZSTXQtx0pNdH+pFDzXJYKRUXdeKbCOy6wjXPFRkTdmm1FZM8zLZos7s3CsdsvM+LfmrxK/CUQlgxboQB1M2G0aCYrb2TVfmBDBCEQkbDurMybAH/qPM2Uw9yoi6MKeL9TDSlJECRvZcB2yDOURsLzp+Fl1kMqCO6nisRzlvRSBVZDQj8EpGhii7O16P8uGyQZHUxH986zweY7ZTOqg0RXDwGG6zc4N9If5i/2d9NCNSTFeM7GeELSNvzDaxr6p+FttRx7Ed384ii1l5dQzJcdSpab/Gc8vKNNFfXQ/qHKj0itlDJYAV6wauw5fNUNXgFdOROPitEXy+DGfQ6IxYGnOG3g6LWDjwWTlWj9K/NGizQZgRSZY3kxnlZQ5fkVMW8YnEWenF2sNyCFx7D+2ExxSZwbKj0ZPfOY7RQIzOKDKYESRGAJh80cYoK+rltsBtZhtG9rK8eF4VUOeM2KI+bNknT8+WVGJyNSEm2RiC6eraYDJl/Yn1ZeybjAh6Pna8yVgQ6491KTl9X117JeJfMRuoBLBi3WBvrMZtH2x8jbWMPHl+fNtWDZieBwmhO0Y2UE9Lrjwdv6MbyzOiifXEdthAjr+MILA6lSNRUQ4WuYlgt/HiNjoURUI9H0b+Sg6ZOUz2EDzqpByvv83LiFBsI/7H6B++/Yr1sP6EsmZEL3Pmqu9G0oX9PtaB5yNGzDMCxPTIyH6me5SF9UN1ffgv3lrOrh+FEvmM29mqBqXzivJhOfb4hiqPOmJ7zKbYXhObVMwuKgGsuGBgg5oauOPxdrtNBzMcyBSpyvLFtGzAY/UjCVWLtWI9066/xuyjZvpZpALlyNLQzkigWF5FwBhJUcS2ZBO0Q7avyKJavy7+Mxsh+WNAx6yImTo32DeQGCgyj/uM+GHEUNk+6sDero+6KpLPyDYjgsqOrCySPrQbGxvi+KJe4MDzj+2WrlGcNDAds3GL2UKNUaWJAKtL6crqwTbrWoCzjUoAK9aFkjPwQRpvbWWkikWMfBmPbCYc0xk5jG1kxArB3mpG/TNSEfNGqFvn7HYzIwFKL5SN2ZPto3yKCGJeVl6VY4j9RxFQJMdqmRNmM7zVq2SKZfGzeEpv5ZjVC0xIWvGY2o5tRMLndvBJFJaNsrJ/Zj92PrMFl6Nefm7YdZYRfoWMULP+ktXlekSClK27p8Dslq02kNWPYyfq57+szYzgsbLsmqqYbVQCWLEuMAeIg3L8akccfBVpwzpiOt6CRZQc1fnqiI5d3Q5WgzLaBEkyRmjUraJsoGdOmZHOeAwddGYz5fgRKppRinIw2bGf4PlVkwhsi5E/Rl4UMcJtZruoC+tvGRFoQgTjvpM/9p+dd38mEqOcTW6xouxK96wOzItfl2FjgbIru4ZYX8oIk4rWK8KJ20q+7JpVedQbw1E/JQvr44z8NSXKFbOBSgAr1g0cfNTMla30r9a+MlsbRfF8SCBjXZEQMEfaZBBF2f0ZMqYzkgckVpiftYdvMrszYMu4MHLHnA1ziG5TZW8/jk4Z20M5GflktoplI7Jzhu0xcqyIRvYpMyQSihRi3455mE6oP2sTya0iu1gPlkXi519BUUQ5fge51WpNfPc4tsfW9MuIg9KdnWusTz0/jOVLE44od1Yf1onPF8aybCxgurJzxa5DPP/YvzL9VduYl5VR5F6NARWzg0oAK9aFOJhkDzgjoWC3VdlgyJ7rwQFctceIKMrBBkw24COZcMfBiC86h0h81Wr/0bGrJWiYbswu2fp/GVnBNLbwNdNTkV0kcExedIasDuYwmU6xPyGpxGNYPiN4ioRgunLi6hhz7qgTs5mTPfztdDrW6XQmooBxrcP4ebuod4xm44SkRBIU8TBbO4FjBAjrYPZt0j7KoIiVaof1Yczv7UVkRD3Lw+yW2TwjkKr9JtdtExtXXLqoBLBiXfBBCIkaDmzo0BH+Mojn9zSvm32hI9bPHoDHvJmTVcTP0/CFEJQh1secmyMjyZG4qIG55HBQn6gDksvM2cTjWSQn6sIiC8r5ZTpl+fEcMfKAZK/k5GJ/Y2UU0UWZmL29PDsvEU3Ij5fFiF+n07Futzv+dVI4Gk1+9STaxPuZk78YHWSRNEaSGTFH0sfeoFYvnjCCgnZBm7EIniJ8eJx9yq/Jdae+6atImdefyZURYE/HcZD1LwYW0a2oMKsEsGKdiGRFOciYNw5EMT9b/wwjEt5O9syXQnTsKmqA+RmpiWWZ42d1sAiDQ6UrAoF5YrvqZRUlo3JiZmvXXMT8SObRXi5PdPaqHCO+rL6MWMW6PG82acD8LE/mpJlOsd74q/pFE3Ia28Jn/CIR7HQ6trCwYAsLCzY/P29zc3PW7/et3+9br9cbfw5P2YRdF55/GsKOdkISo/pJ6VxkYJFe1fexjyBKMjAiF8uxcz2NPoqwlsYtvK6UDKUxumK2UAlgxQWBGvBjZCDuex41iKEDR9IQb/1Gh6iIDpKjWCcbEOMtXqyH6YyOhUUts+gCEiKs3yOk7OWTKAM6O0ZMUBYV2WF1RzIe05kDLMnjdmbpJbupvpM5N+x7paiIIp9qUlCSD9/GxnbUUifZPyOBGzZssFarZf1+31ZXV8e3fln0OSMTLhM+wpDp2eQYs2N2baCdsuOq32SkG5/Bza5rNTlQUVO1NE0sg9dOHP+wLXWdlIinslHFbKMSwIp1IUZvfBuJ1Wj05JcY1JIksQwuG4OzXy+HhA8HQ0aKzGz8skisn+mVzbYVkACX8qHueBzJWCTS6o1nRZpLQBIaiXNGZvC8Y53Mgcay2DazNatXOT+lryK3eBwJAB7LyAKrV8mIujQhkqg7qysumYRRQ0Xu2cQDbVZ6WaJ0DPsi9jdmDyzL2ohyRjDSx+zMtlm/U+NJJnOTvoL6xOspk9HlZGMu20ZCW1FRCWDFuhGf3WODC3vA3GzyGT81qHm90XEhOUQngBEMRDyeDcQxP/5mg3isI4uusLrQQcfoUKZHbC/Kz4gz1o1EB9tg9cQ2M/2jTk0IbubQVRtMtkhSVUSnqSNE2zEbxvpZ2VK9jNAi0Y5AGTzK57d9PVoc/5ls6ha96gdMV+znpTpUtExdU/FaLhEnRdii/khmS+SS9bFs4sLs4ttqjU/sW0wmZfPSta3Q5PqquLRRCWDFBUNpJo9OOhJH5fTYgI8LKJutfRYx/iIYGUEZ2RcG1KAc80S5mf6I6BCyZSwyQoQEWRGqjBAp26lIBOqUvQQU87NoDGuP6VqKoKANWd2YvzQRiECZmpJUVY8irq5HyQ5O/CL5W11dNbMnrq3BYGC9Xs/6/X76dRMmn7KdunZYf2FEi/URJVtpssH6l+obahKa6eK/pcWiWRkmY9yOY4oaM0t9q2Qf1K90PVTMHioBrFgX3FFlM1M2S3Uy4r9+2xefFfR1zdgg2Wq11kQDWaQiczwZGfS88Xk+dG6RRCkwcqacPxIqFR1Am+Lgz24PKwegCGrJscVzXYoQoSPMyBjapwmhj/Uqp6vsiXI0ASMfTMaMHCm5Yn5FpH07EsBer2dmZv1+f+It4PgmMCNbTaNZrAyzS9RHyY5lMiLJ5GTkUk0s8PpsGkn037hWKRsvsLySOUtj9bB2FMFlbbJ+ldmlYvZQCWDFuoBOKkYvWF4kLizN0ST6EBEHSYygMLKSkTF01OxNRUV8UOeIuPQGyhX3MUqBUUhGsmNaUyesHBMjbOwcKSgCyGyoiJ2SB2VnZCHagcmUtaOiUSyaEuVgsqi+zWTI+jPrH77vBNDT+/3+OL8TPid/6rZw7C+KIKv+pM4fllHXArMX3ppmNlHrDMZ8TUh+tFXWH1FG1m9K40GmU5QPbawmD1EONcHDfCxvxWyiEsCKdYENxGaTz/fhsczhq5l8trhxTPMXPJw0sTI4uOLyI7Ft5uDY8iasLBuoWXuMsKHuWUSE6cmIIYI5R7Ukh9KFkZSoF+4rMop9Q+VVRJ71LUVkVDrT1fNlE49SpCbqHv+ZvKh/yUE76fOy/rIVI924cLlv+z57yYPZRhH4jGyxCURpQob2ie3FSVFmG3WuWD9hz1tif8v6QUyL42AmiyJrWL+6brK0bI1Edj1WzB4qAaxYF9iAgg6PlcmiCaxOHAzx+UF0qtkzVEjGIplhxE3pigN4bC++hal0i/mwLRWFwn10Wpn9mkRrmExoqwimY6xLkThsUzlavMVfsolKQxlim6qMOpaRDszfhMCx89okP5K/Vot/aSYSrkgCkQz6L5L7TN+mJAWJY0xT+qprK/bTjGAp0oZ6KRLWZBmn2EY8B0xXRfbRPowIM7uwtNiuGtPi8YrZRiWAFeuCOxXfxlk9DmpOWiKhUMTDf9k2IsuDg2skNAgVzVRkNdbJHAsjxqw86pFBDeaMLMV05oQZ8Bya8cV2cT87N4xks0cFYl3uTCOZZ5OCzJFitCmzAet7GRHPSEfUAdvPbMfKsPrZGpn+r84VEj8kgKW+gde0khH1YeNCKXrHbMVsFJd0QrlQFkyPx5ge7Dla7FOsr0X5VFS1ycRA5UVbMh1KE5tK/irMKgGsuABQM2gEfuEDZ/JIErEutfyLE4S45hlrRznZTBcsj5+nY+WUPXCfRQejw8wQX75hb0AzwsH0MXvyBZyYhttIBtH5KR3ZL6szlmHEizlXBiYTk83zlhxxSWbVX3C/6TI+rI+y84CEnxGUTHbcZl8IUf0wI8bZRKnpOUTEvqn6EsoV+3bMq54bZNdsRuRLE8JSe6WJBb4EhrLG9nBxeCU3yqnsWDE7qASwYl2Igw2+VRsHF/YsiufDASw6Mneeikww8qecRCRXzIkpx4akBgdgHPyjc2YkUJHPmIbLw8TjynlkX3qIedAJlZxq5vAZ0DEycoHRX0Wa0Z5MVkUoGMFjBDuLnLC+zAgAa4fZgpVhpA/zxH6ryA22oWziwNun2cSjRFgYucHrjcmEBEfZNI4L8R9l8/4Wy2VfM2HnObsuFfljx3CsUcQcdcB+wHTNCKka23C/yTOfFZc2KgGsWDfY58HMnhxk2O0edHrxSyHM6SOxi2SPfR0jDrqKaKC8bMaNg2lG/phu+IvOSi30i/LE2+YZ8WBppX0m4/mUiWlRVrRf1C3qys4dnnc8N4yYYf2KdCvSwfRhOqv6lM1KNizlzdpiYOfR06OdpiF+ap+9QauIUjzG7IX29/TsiyZRF4xQZ1HATF92jlk6ux6zYyhDnOiq/ovlY534yTh13jHNFwuvmF1UAlixLiBJUQ9O+0sbCDW4s7ox39zcE99AzV748OUuYn1IFPAXZ8cxWsUWhY0DLovKoK28rCIvWD97C5iR2nh7Gu2LZZSTQHmxjib1IPlTpCqTQRFj7CPKjqwPlhxqdKDseMyDdWf1YnnMk5GaWK9vI/md9lwi6cNIVSyT1YvXDttm5z4jf2gPR1wj1K97tMFoNPk8cnx2V73drqDIlCJYpX7BFkrHfKq+aEM2fuFtZiYLu/bclhWzi0oAK9aFOOtmX+hQM/xY3tPYrD8ei4OVOwR0Bk40I/FjTo/JEBEXqEYZGMGIjgbrj/lYVAGdDRuwsTz7bUIgGEHK7J4RHHRMnoeRr6hbpgODIkhYV8mpMtKMdkG5sZw6TyX5VZuZjL6fycRsH3+xb2fXZcyPxIBFplAmbJO1hfojGUSi42n4qIdP/OJ1GkkfRrYiQcRrkMnn7Q8Ggwk9VT9Tn9TDOtGerE41RqkxpQlUv2havuLSRCWAFesCuyWplkFgg/1wOJz42gdzKI7oGPCZP3QITtR8AVwfyCNYJMLM1ty2ZoQWB3wkdxgpiAMvqzs6Oaw3/uI22jj+ojPPHEtGjmI+bK9EgKYhnIpcoG1LRLFJvpKMqt7MQWfHWZtMvxKRjlDXmJKH7TNdGYFScqioFiOjJflZG4zwz83NWafTsXa7bZ1OZ4Lc+WfvsusRCRBODqN86rZsrNfbyvoPG/uYPfB5X2aHjAyyc8DqYmsEVsweKgGsWDeYI8Lt+KZpBHtZItYbB9dI/JBE4BvAsf4oQ/yNbUR52Wwewcgp6h73mVwY6WBtZHUwAoHHYzp7AQTrUjp6XcqJKjJYioQoXZkOjCg53HkiUWNOsdRuRmzZhIQdi+1nOqlbcBlRyMgg2p0RHZSfRe0YWckiZpmNWf1sgqSuA3w8pN1uW7vdtm63a91ud3zN+hdQ2KQP1z+ML6wpeyp5Ikp9W/U3tC07P4z0ZTLHsSuWQfLreZvoV3FpoxLAinUhzpJ9AMLZtxlf0BcHtVinA8uxAQwJIs7YY4Qttom3d2KZCHZcDcLxFlO2Hlu2BiEjfqh3RhoVSVJA8qPIECP2TQgVq0vlzRwvEipVnunFZGXIzn2pH+A5Ldlf1e11leRV/S9bXzFus/McCUNGIBQYwWPRtYx0YeSKkUczG0cA2TJS/X5/guiVrmllj5KejMD5WJORTHZ+4nOKzD7svLJxFs+BmgxUAlhRCWDFBUH2AggSvpiGzw3Gfbb+F9bN9tGZMVlHo9HEW3DxgXH8Vc8TKaJWIj9IXLMBmhE/RbKizRhQZtYeI+ToxJUu8ZfZR8ms8uB5V8v8NHFkmTNX5ytDJgOSt1LfnUauCOxrLIrH8vkxNelibeBkLf7H+vx6wbxqwsDawbT4SIZqOz4bqBbJjm1kt0DV+JGRORz71DjAbIHnCfu9GgcYUWbXOMqV9c2K2UIlgBXrBg4ybCBXs1t0Lp6mBjEcsHDtO+Uk2D6TNbbv+ZnsLFrH5Izl2LG4X9JbkSV0GPGY2s8iAMxpqMWfWXQmkxXlYWQSZVD6qbysj0UZm6DkvLFeJAGKcKFOTYgCk4n1W1ZWTYQwMsSOY9u4zifagLWtZGXEKmvfZfSXuwaDgfX7fet0OmvyeJ0lEhjbbnIOmpD67LwgYl62Diqrl42XTK5IwuuzfhUKlQBWrAs4oDJngunxF5cLMXtysGOr4ce6snYZ+cMoHyODqv54HFF6nijaiTkOpWdGkKKjwHrROTCH7I5Btc3kN+PRLUZko76ZQ1RtsjR89rOkb1Y+m7QouTNy5/Wr+vA4k71EKjJyjcC+rY6zdEWYFalVacwGpUkE2p5d96PRaEwAe73eBAEv6Y22VIRQjWFoA0VyS3Zw4HOrapuVxbaY7FkfrsSwohLAigsGnGmb8YfRVX42wMa3hL0+d+SReOGLG/Ghb3wrOUZqWFQDF7aOeWMbGAXE535QXyQYSFrUgM9IHqYzeRkxRDki8BkjFiVBR8MILLaNv4zkohyxXbQ52kDtK3Iaf/HlJGYvJjObGCBZYY472jDq32SiwdIzUtKEnJVIHtMrk00RKnZMEabs2onX/WAwmCCAfkwtBdOElGGfVjJm++w6U/0Kr5NsoqjajfrPzc2NF9WPYEQa662YPdRVIC8yvOc971nj7Pft2zc+PhqN7D3veY8dOHDANm7caC9+8Yvt3nvvnahjZWXF3va2t9muXbts8+bNdsstt9ijjz56XvLgciwxyubymGnHinXhYMzeEkanFyMDkfCx2bDvu6OIjlANitEpoK5MN/9nSzqwwV054lhPdBK4CC4jUxl5ZMREActnEQv8LU0CWF343Cdrg5EebFs9P4rbLB8jHvG4ImuqH0REB6/OSUYqvI7YZ0pRr5ifEU5mJ6UDI0usPZXGiLHqh4yAxWMeBYz/g8Fg/I/jABsT2LnGttm1pNLwWFy/EPtb7P+Yj13/ce1THIvw+soIZEWFoxLAixDPfvaz7dChQ+P/r33ta+Njv/7rv26/+Zu/aR/4wAfsy1/+su3bt89+/Md/3E6ePDnO8/a3v93+6I/+yD7xiU/Y5z//eTt16pS96lWvomvllYCOCAcaReCwfHRQrO5YLpK2GN2LM//4rBBLxzJKtkxfJEbx1xGPx6+h4AAfyzOHG52AE+PM8aAziXWV8iAZU/oq55eROofSk+XDpX8YSUQ9lL5s23/ZOozMPiXds39WNtPf9/H6yMgZS1cEQBGgJoSB5WlSjhHcEmnEdL+eIwn0bSeAOD6oqKRqP7OtItuOSNDwnDeZRGX9RdXBrrNsP+sXFbOBegv4IkSn05mI+jlGo5H91m/9lv3Kr/yKvfa1rzUzs9///d+3vXv32h/8wR/Yz/7sz9rS0pJ98IMftI9+9KP28pe/3MzMPvaxj9nBgwft05/+tL3iFa+YShY2gLCB1vfVc1zxtq5az83TcPDFta+y/5gHHYHXz5ZyYeQzlmNvQEeilt1yUWnonGPkjw3eihREXZnDxzxRJuXwSoSCnTOmU4n4lEgi9olMLqavkt8s/0yWcqrMfp6uzg3q25SMsIheZk+UT53TjIxhvThhQnlYe7Ed9hKX0iEeixM4rDNO8tS1r8D0yaKXTDc1vkQ0Pc9sP9aJL6gxG6F9svYrZgs1AngR4v7777cDBw7YFVdcYT/90z9t3/rWt8zM7MEHH7TDhw/bTTfdNM67sLBgL3rRi+zOO+80M7O77rrLer3eRJ4DBw7YddddN85zPlAOLkZwYj7f9nwR+Pk1RhxiFCDWhYN/jPrFsrGd2FaJCDHgWmNIXmN5dusmymC29taof+XE5Y9LXjgpZJFHlB2/m8z+2fmIsiMUIVUECWXCf7QP1sEiH6wOrI/ZhMnKdGE6q7ysLCObsa8pIliqt2SHDJnzZ32+qT0wjdUT/9V1lrXNru24+DM+B8iIYBOb4JjD5FD6Mtuoa6BJRJlFFLPbxV5/0+hjxWyiRgAvMrzgBS+wj3zkI3b11Vfbd77zHfu1X/s1e+ELX2j33nuvHT582MzM9u7dO1Fm79699tBDD5mZ2eHDh21+ft62b9++Jo+XZ1hZWbGVlZXx/vLyspnp5/R83wf5OFs144NrTIuRwBgZjGWzWbaa9WMer485B283todtmulFe1FOBnwLOjrGaBM1cLPboYo0M/myiAGLeJQcHYtE4D6zEbML6oplmFMtOXlGtrI+WYKqj+mcnR+0n7JVE9IxDVh/ZmD9SZVptfTzsV5WlYsyZe2bmQ0GA/rmNXsGWE38VF9gsjGS3iSKVjo3qp8o4hz1GY1Ga176UNd0E1kqZguVAF5kuPnmm8fb119/vd144432jGc8w37/93/fbrjhBjPjM+ZpByHEbbfdZu9973tpuSyawQY3Vj4+58Ucu+fFFyuUI8LoIBJAJnc87m3H/eyD78zxI6ljOim7YOSKPTDeaj0R1VM2ztqJTtrrxLcmWdQWy2X1s+24j+l4/hV5iu0ospARcsyjzqfKh/IoYpaVVbaLfTKTXemmCCIey9JQHq+HfVUD+zm+XNWkXnW9MMTxwvfZy1yMALoOqDubHMb6YhqWZfrHvE3OFbOpehkq9ju3dbwNjI+iKFmziUbF7KDeAr7IsXnzZrv++uvt/vvvHz8XiJG8I0eOjKOC+/bts9XVVTt+/LjMw/Dud7/blpaWxv+PPPKImU3exsBbdyyihk4WBzQGRtriMbz1w178YM6AtcHadLie2D7KxF4IYUTA06Md8A0/v22Lt319O/5iWXQwaO9sX5E3FgXJ/lF3VT8jt7GdaCtsP4JFiWO66n+xbTxPKC+DcqZIXEtlo9ysrzNiWCKwsW8x+yugzNivUA42eVNEluUpnVt13WX/TI9poMYypks2eWVlS7d+2XXPrnX2bDA771Gm7PnWitlB7QUXOVZWVuzrX/+67d+/36644grbt2+f3XHHHePjq6ur9rnPfc5e+MIXmpnZ8573POt2uxN5Dh06ZPfcc884D8PCwoJt3bp14t/BBl0zPTCyqB06Jk9jEZZIJEej0fjt5Uj4kPSZ6bUBmcNotVoTEUTmyDOiguUy4oD6Yv3RAXQ6Het2u7awsGDz8/PW7Xat0+lMPA/oyN42bOqkMrmYDvE4OjmUSxGF0nZTXbx9JZtqp/Q2ZanNuK2iPEoPJld2jjL5MgLVRA/VNktTZCteVyU9SucF64/XbZMlX1QfVrrG4+xlMKwX6ywRTzahYc+vxmvf/yMZjOXinQMz/ba+t12J4Gyj3gK+yPCud73LXv3qV9vTnvY0O3LkiP3ar/2aLS8v25ve9CZrtVr29re/3d73vvfZVVddZVdddZW9733vs02bNtkb3/hGMzNbXFy0t7zlLfbOd77Tdu7caTt27LB3vetddv3114/fCp4GPpjE23fsOCMREWwwxHxOyryt+OwLrj/oeXHAZrexYpQIZWUOLHNoSle0Q8nZ44AdnUF0AK4TW9cw1secP7MPO4duG9STnSe0axMn4/0Hy09D/pisrL9F+2dgemR5snaQCCrZovzqWmJgebOIlcqj+goDOzdRR9U/SnqdL+HEazarS13TitQxe+D5K419mEfZmF33MdIfxzFf6iZePz4GxEc61DW5nshoxaWBSgAvMjz66KP2r/7Vv7LHH3/cdu/ebTfccIN98YtftMsvv9zMzH7pl37Jzp49az/3cz9nx48ftxe84AX253/+57Zly5ZxHe9///ut0+nY61//ejt79qy97GUvsw9/+MMT69RNAx9MmKPHaBjOyNGhI+KA5nnUQMq22UDt6ViPimBmg3Ykj6yMskOJ0MTteDvYI4AeCXAb+RpoLPqpZPE2WH60s3KEEcqxo84sP7aFxxkxxnTsY4r0MVJWmqRkujEZs/JK1xI5ykhKEzCiFpFFumM5dq2rCRy+pY99Qp0rpr/vl0g8mwCo9mK/V/07uw6abMd9nARmeiEJdAKI58Enw9huE/tWzDZao9obKs4Dy8vLtri4aLt375545o1Fn9iAxwgdkh4HmxVjudg+LiNjtnbgxXQGn0XHttUAi8u0xDwxLxLFeOvGj+MzgP7f7XYnbv/GCKB/F9UXwo1L3ziYs4v2QgIY5cR6cJ/ly8gMI0CK2Kl8rA+oSQC2PQ2ZVYSEESl1XJEuvA6y+kqyML2y/s3yZSTGgVF0z4ffxFaTrQhFvpnu2EeUDpgW21fXRBMSqPKoiaE6P0ie2VIt7NZvJIBx0hd/2fI37GU4R6/Xs8997nO2tLQ08VhPxWygRgAr1oWMTLFIR+kYDrLsRYpYHsuWPu+mnH9GElhbaAOmIzp1fDkE68Rn4/C5nrm5ubEzmJ+ft06nY61Wy/r9/hrZ+/3+WPaSU8PbQUi2Yv6YXiofbYB1lQggto8TA0UWo1wZiWWEHmVmOqh9LFfqCypPRk6bELmYLyN/TEeVjvLEiV7MM+2t64gSCWTnm5Vn6aqNEpFrOnZgf1BRz7gd8zN7q+s20z32H2wnjqfZW/wVs4VKACvWBSQAzKkwchUHSza4+7N+8Zm/7C1ElAmdU7Y8Qmn278dwTUCUmRFhRhwZUUago0K7OjHMyGxsIxv0mxDiqGcskzllLJcRJ0YAVRRY7TO52DGlE6ZH56nIniKoqi1Wj5IpOxbBCADmxesh6+uqXXWNNyGsjJizfGopIGaTJtctypdd80rHLC3KxIhXBOtPCLzm8Z+tcZhNNpocr5hdVAJYcUFQIniYNw7ybNYf32BlhCmLVDAiFqEG6larNUFIVbu4jyRVQZX3OuJD3sqB4NcPRqPR+Nun/s8+hZURSmZDJGOMYKEDyshX3Gd1s/TYDsujiIRycBlJjcC+GYk2I35N9C7JyHRi579Uv5pcMDKGv6W2FHlR1wpDk7qQ5EcZWTts/FA6KPn8GkQg6WPnT+XBfFhv6Tx5ul/rsb4mz/pi+2jzjIhWzAYqAay4IMhmwXE/vmiCA73nwWNsUI3l1MzcjBNQ1Y5Z+W1XprMiJLEOJDfoePEBb/UguxO+Xq83PobP/cXn/+Kbvig3khs8zvTA4xkBys5dzIPH8Pz6v7p1njk01j9Ufyj1NZbWxIlnJAf3M4fMiCjqn92OZ8hIYKn8NOSS1cOW6GH7+FuKXrFrhh1jerAJU8zDdM7IszrGxgJsJ45daEe2zmlpgXY2YS7ZsuLSRiWAFesGOgCP3sUBDIkYc2DRyWO9irDF48qBNBnoPA/ezkaZ2TIyUT5sv4lTQyLLZur+7wO+v/Fr9uRLIPEtYCR+JSIWwZ4TYk6tCbFR9aPuMR+79ZttowxIPNC2GSlsMllgOjPnqmSMbap2FZGN7am+2pS0oU2aICPbTNZYJiPnamzA+pCIof7sukHdlU5s2ZSS/k0JlIr4YZ1R3zhm+pJXMa8if2xCx0g5y1sxW6gEsGJdwEHJf91B+WCDkb8m5M7rYG8Zs/wsQpA5bzaIN/mMVXTCmaNjzhbriTLg809MXid7nt9ljrd/I2FsEv3yY5639LygIn7o1Jjjz8iAsiNbzBbrYHbE+rP9WA+iCbFqUj8jXcpGihhldStk14ACu5aYLk2uK6UP7qt8OK6U9GfkkW0r0sRIJZaP8jAwshXrRB2QuMY6IsFDcov/uLan0outElAxe6gEsOKCAR1aJIIxDw7y7NNlWB9bKBjzx4FQRRGwDpSfEczYXowWMCLbxPGVSAzb9vbiel9RljioswhgbDvK72BL52SOlunJ7MXKRRugLfB8qy8ZYLuRvCqixOyRkWKGzD7qXCPpQ5uw50ZVf0dbYz9vol+p/6Muqg1mCzU5Y9sluZWsing1TWtS3zQ2w3aytCZ9BglvJGrsHKmvHsVtrB/rqJhNVAJYsS7EZ9eYo0YHFF+WQLLWarUmomCKYCjS5PvYFpsFx21GQDAKELexjtKXJ9CJMnKqoGb5sRyu+cW+fex5nUCydlAeJO8lsoTHkaCxW79oJ5anaQRwNBpNrI2oZFMTA6wzgpEdLKteAGLXAtok5mPt4fWlHDfroygz5mN2Kb3NzCZaGYkqkeyoH8vPbDENicE8mcxNiGQ2mVDnShFsLB/342oIbOzBf9QDyWQlfxURlQBWrAvRaTO0220ZFVADPvuqhnIM0VFhhMXzx4GPkVFHycHj4I5lVRREOQ980xnLRIfi/5HA4XGM4iniq/TFY0rfEhnJSAYjxnjeIunDX3aOo72ibWN6RmiagrXLJg2oM8sbZWS2Yb+s7ox0K9nZecn0y+pjfagJ2StBEdNpyV6rpRd/RlkzcqQmCmp8YGUy0h5lxUkXXndI6uJ21h6OE5lMFbOBSgAr1gUV3fBfXFYlkh4zW1Muc4Ilx4fbeOskq6NJFCPK7GBfclCkVJGdaBclow/cinQxZ8DkxXZLRFY5OvaLdSgigPXjf7QFfhmF1RudX3YrmxGZJmmRUGfkhp13RggUGY7tMYIVyyv9mI3VMXWdKLtE+zRplx1n7TMw+6tt1ZeZHmqipWRA8oX6ZHqysgzqbohf7+rLK+qaR/lKxLVidlEJYMW6wEibAwekSP6Yw2MOLtbPHGwcIJXjRXlLg58iGIq8YTmVl8nOHBg6LHRuMUrABn2c4WPEI7OB2xNtjWVL5I6lqb7iBFgRP0YCUTfXGeXGrzJ424xIlXRQ/RvT4z777JfKi/3C8yvypggKtof9p6m+TYgR7pf6Pu6zazZr93zlRKIUSb2SMyO6qKsif0xuzM/kV2mMsDYlc6p8xeyiEsCKdQGdOpudYz4HkiGz/EsAijzic4XxWGwrpitnqIiP0pU5ACRbaC+WD4+hDEjwsohE5lwUaVEysvRMJ9xn583thbdAXaf4HVTfjgQQ9YwTgGgb7BOKsGdghLykf2aLzEbqWlHXlZo0TKMn04+VUYRETQgUaVJkMG6zPJHMM7mYjkxmdQ7U+MDaKPWnSDJjvpJNUPaM3JZIPabFSVIlgBWOSgArLigiIWKLKkdnp2b02fdeWX7/Zet4qTfoWJ3ZwF4iUmxwR2KjHFuUlT1PyZwcRlwwwhHzlZy5IrJRXiaX51dkmenoYOeYRfy63a51Op0xIYxRDFzKAm2giAk64xKBY/qhzZiNSsRY2UldF6ysIhaMxKh6swga5lPnO4LJ0VRmBVamKTFjeXA7ppUmUEjIEaxvlcYHVi7anOmlZGV51JIvlQzONioBrLhgyKIAGYFjziR7EcTr9PQsmpC9oKIcXFYuOsAYrWT6YDuxnJIX22LkDZ1Qae1CRoYYcWTfdG7qlFm9bFFvPN/+HyN8vt1ut63T6dj8wrydXThrg7mBdYYdu2xwmY2Go/EXULyuuDC2mf5yRlN9kLhHlM5dJDq4zcpFW+HtfXYdqWNqYoDEK9bB9FLHGJlj9siIXaYPpiu5lB5RxtL5zuzD0lk7Tcc2Jidrhx3z7UwvRlQj8cN+UVFhVglgxTrhjhofvkcSoIhCrMfzxS+JeBpznuhUmQOM7aEcavBngyySPfaLbUxDiDMn49vxYXC1jh+Tn0UGsG6skxGLjKTGc5E5xLiN/2ZPPifq5O/UxlP20MaH7ETnhA1aA2sP27ZjtMOe2XumLbYWx2X7/X6xfWV7lI+RNWU71Av1Y9sxjfVhBxJotp4bypT14XhMfSIxIiOBme6qfZZHyZeRVSWDai+StWySlKWrc1wCGzOw3qwNvL4Y0Ztmm+1XzC4qAaxYF/D2wjSz9+j4VPRFEUhPYwNkHPCx3cx5KdKHsjEyqmRE/ZVjbkpcmE4xAphFjUryMDsyu2A9uI3En5Eh/I+3ff1278mFk3bvhnut1+3Z7vndtmFug53pn7Ej/SO23Fq259pzbdEWG0XqME+JQKi+wogWtqeOZwQY01kZdYtZ9W+WFq8rVg4nBSwdy7A2mIxIelm9LK1JfnVdqzecWV52/ag2mpCojASzc5zVqcgwO7fsM5Cs/koEKyoBrFg3smgDbqs05TDxP4tmOfGIBASdR0aG4vHsLVuUhcmhyJQDHSLW0QTsbWCmH5Mr5kWCpqJkWTSD1VG61a3I4dzcnLXmWvathW/ZublzdrBz0C7bdJmNRiNrz7VtwRbs73t/b/d37rcfGfxISp4VYVBEhtlQ2VP1a6ZvRhgVAcz6aok0sHNV6peqXnX9KBLYxC5YR1Ye+6/L0uS6ydpkUESTPUOX1YNvX2f9U53nmKdUJh5rMvmtqDCrBLDiAqHktHybOYKYFiMUWCYjTJnTLskcB0mM+mUDOYsQKmceCRG2nX32i23HvOrhbiTLGUmKyAhF9qULlYZ6oo64NJBvn2qfsuPt47bVtk4QSv9ftEV73B63JVuyTbZpol1GTNQEJU4aolx47pie6nyh/qoc+83yK2deInhqUsIiilkkD68B1q+aXIuMjGSTDmUDVQ4jeUgwUYYmJKnJuc7KtVpr10TFssz+TQnsaMQXeMYxgEVEK2YXlQBWrBvZQBWPZy9kMGeSRQ38V836kZiVZItymNnEc414u4zVk7XhdaBsMT3K4p9+UlFC1ZZyHpheio4iEUEngigRTEWuYnvYN3qtnvWtb51RxwaDgfV6Pet0OuM3f7ujrvWtbyujFds42tjIJkpuzxvLYT2oB54XJLesjqwtZhPMy8gZ/jK5fZsRIEaUfJ8RCkVe2D5rG9vJZFbEjemb5ZmGkOLYktmVyYeyY51M1iwvQ5NIHiO+eL3XiGBFJYAV6wJ+oYENKkg41Lp9Dq8r5ssIBkJFDbANnJHjgInl2bp1cV+1h06NvT2M8jOC4XWhA1EP9LNIFpPRbyUjOYzIloFRZDrmy0gPc0adYcfao7atDFes2+/auXPnxqR8MBjY2eFZmxvOWXvQnnjmCUmSin5lpLZpP1N6sf0SwWPHGXGKukUd0dGjLWIdiggqssXaZ0A7K7LISB4DnjPWz7CsIlfsmlb2LfUJRmZL13ypb6DM6twpfdUYp/p/RYVZJYAV64SKUikiEMt4GhvQ48BVApu1l6IOas09M/3GL5On9KZmJqsjEi/Vjhq8mS0RGRGM5ZijLUVtlY6ZUy9hNBrZZYPLbFt/mx3tHrX53rwNhgOba83ZyJ641bU0WrLd/d22ub95guhlkSrV55R8zE6K1OA+I4dxP3tJhuWPMimHPo2zZ+c7Hstsgdco6t+UQLM2EU1I1nqITYm8ISE7H92msUuJtOO4mJF+RexZOxWziUoAK9YFHIg8LZIH5fiwDq8nc7JZft9GAlcibr6Pn5Rjeqk6/JiKoCkdmB0y4hCPMx1xsG/ivBTZbEKUSnXH8mivrMxoOLKnn326nZo7ZY+1H7Mt/S3Wta71rGcnWydt43CjXbFyhY2GIxsMBhOLQpeiXChvyS5qkhL1iHYoETrcLpHBaJeoXxMyqFAiVl5efUqOkcEoZ9Z3FGnMJi+lyWXTySerk9kZCVV2tyLWibKw/GqS2JTQZrZS+0rOSgRnG5UAVqwbkTyxwVo50JiOxyKRarfbE/VFIJEoRUBQNkb6skE9y4MyRtlQzxIiGWCOQZEDtAPW5ceY81NEkKFUXjlp/JxblC2SmuFwaFtXt9p1dp19e+O37UTnhPVbTzwTuKu/y65cvdIW+4s2GA7Gt4Dxn9k0QxNSy4hDZmtPw3UuMS8jf4qYoI6MDMa22ULhpXPLrtvzsUW0pyrH7M2Os5d1FJi+Tfqzl52GTGO9qu/HsY3Zze9KlEgxq1v1d3YMJysVs4tKACvWBTbY+yAWB9BsIWV0fDhoNXFC2UydEdOYnwFlZs446lkipqyOzOEr8sGcApaLssc05qiydlh6th/TMrspYhPJikfztq5utef0n2OnO6etP9e37qhrlw0us5a1bDAajB1nRv6ySIrSS00KMt1Rxyb/+AwtI4MZ4XP98XqLadnzm2r/fIEyZxMBRoJYPXG/1K7/ss9Cxm0WhYv2Y2Uwb+wjTQg11o3yq+up6XnBPhDlZ3bE9QIrZg+VAFasC2yARaLlDgg/dxVJWPZMXpNoFcrECGXmxEsRAuYwoy5RzpjfnTzqoIgvprP2GOnG9lk+Zh8GpSfaR5G8EtFVMkQSGNPmRnO2ebR5XG44mjyuomIMmWxqgpIBy6KzZ4Tb+wR+/g5JIeoYP3XHyK6aCCFRUSSZ9St1/bBrkvVxJHtYJiM42fWoUDrv8ZpkMqO80QZK/kyWOJko5VdgxM63m/R5JpfXez7yVFw6qASwYl2Ib5CywQTfAFYzUvamL+4zhxbrYI4t5leDKL6AEdtmzguJWnS6rI5sm9lK2YARDNSTychuczMbxbIZGDlSxJWVM7M1t7vw3MTzFZfEYcBn/1g/U3Jk50Q9z8nkYGQ2/rJ+4//tdpsSwljen3GMEdKoLyPCjCBEffHzjYzwIYnJ7JsR3yaI62pmNo31MoLG6sIyWZq63pWuTUinSisR4FjG0zIdGLFXujUljBWXLioBrFgXkOw0nbU78VIOGKOB6HhYlALJGDoTNqCi88T68fYaI3IoG7ah2ox1MN2yN3AzgoN2Y0vIMMeOz6ZhPUwv1p7LzohiSX4nhuw70FnbJcemZGjSV9EBl/JkaXgcP38XyaAjkj9/4cXPG7v9jZ8GZGTQTL/Y4LJlkym3Besn09qCXQ/s2o3HvC2sB4nZ+RJVNq6oyYo6rvRXY0NGNEtjK2tTjX2V+FU4KgGsWBfYgB2PRUKAZeI+e6MWB3wzPkiiQ1LOg9URiU9smxE+NjDjdtRVkVa0gyKBrBzbZjbGdlAeRnazNpTTzNpjdWMdzMF6OjvvXmfJ4TJ5SnIxKJKAhLh0bjFv3HYC2O12rd1uW6fTmXi+1InfYDCwVqs1/mXRQLRZ9h9tibplhAGJEbO1IlxqIqHKRSKXEZpM9hJJZW1m1wSDsqPvs/qw7zclnIqAsrYzEl+JYEUlgBUXBIzUsYHPj+G2OzMWOcpm3lgPDmpIDuPtwphHOXp01Fg3EkRGJtE+jPRhXZmtmA0yB8PswggdswGzQ4nYon2UEzZbu+YiyxPbVceV3gxNCAzWr8gz1peRvPjr2zEC2O12rdPt2Kn2KVttrdqG1gbb1tpmo+HI+v2+9fv9cVkkgU4UcXLT5D/aQZGhjISxc4L9haWhrUtEjckX68v6Mp5jNZlTkxMFdR0pG8S87PpB2+CnHpuQNkYGGembm5uzwWBQrK/i0kUlgBXrAg5y7GsZ7NYiy4ukUT2MrcgC1o+DJVsOg5EwhRJpwVutGaHLiJ7vl97eLMmMTsZtHsswwteEjHkaI4gsLdahFr2OJJ2tP9fEwSoHyYgdm0goe5aINNou7rN/J32R/B1rH7OvD79uj/cft571rGtd29fZZ8/Z8Bzb1d61ZnIUSeBwOLR2uz0mgmZrXxbBf3Y9NME0divZM+bJyBteezE9I/GsjpgvmxgpZKS0absZWJ9v0g7mURNAdf1XzB4qAay4YMDBShEYzMsIFSNR0bn5vpple72ejw16jAjGupleSpc4YGfkKm7j8fjL1gPD/SYREkXSMr2UTKhHVi5zVhlpZREnRtojcEmPknwl0lzaZ31VQZE/P79j8jd3zO7s3Wn9+b4d3H7Q5lvzdmrllD169lE7duaYvXTzS21nd2dafyRDkewz4mfG3xRmeqpz0DQaNw1Yf2bXLV5zKnKXTSCYnvG4IogZ6US9pyXXWRkcCzEvI3ko67TkteLSRiWAFRcMGWHAwSk+6M6ihEiW8I1FR1yAOtZfgnpLkJXPZszoOEokqwkZYy/HMIebOSjMh3ox51wiZRk5iufwfJ2/koE5VUbEWLqyEW43sUdTAs1IH0sfE8G5lt07vNfOtc7ZD+76Qdu+fbudO3fOFs4u2ObOZnvg5AP21ZWv2ss3vnzihRDUC4kdrqnowOPqOiiBEU9mo4w4KjBCh9uYNxJP1ddjJBHHFJYvjj94HjOimxHQJjrhpEYRPUaE47aK/FVUmFUCWHEBwEhKHNycHJQcZ6wrbqvooKNJNMxsbUSwJEs8jgN+ieQqMszqjnXgvyI7Znp5lNLyJeh4lPyZE1aLZGfnIMsX8ytHrKI8Sr9MJpS7FNXL+p9qWxG/SP7m5uZsyZbsyOCI7dy401qtJ6KC8/Pz4+f+9mzYY4fOHrITG07Y1vbW8bOA7G3pKFf8Qg+DWuIICSPaR5E+zxfTFElneVl+lZ71VTwegW2r7WjL2N9LY1FG6rL8KIc6N0r/uB3PXza+1ehfRSWAFesCOh4WBVMRKd9Xn8ZyIKHB3yaDammWzxwcktEskuRyZm0o/VHnSBKUw1EkBsGeo8Tzw/Rnx5EwxmPsdn9GzjIHycCIcJOIBjtnJYKooAgis5dKY+d51VZtdbRqC60FW1lZsZWVlfGbwHNzc7ZhboP1rGcrtkJlYn2T6c5kZ/bEPpOVyXC+EacSuS+RPUUyWV9QbWX9Ux3PCJXqcxhp9OuM6aRkx8diKiqaohLAinWDkT8Hc7iezvLF/E4qWESCkUtPbzIj93bYJ6MyHZXs2D4jAagnlkdi0CQqFR0Y++JIRPalFaU/ngtH/HILK+tyqC9STEMgGNFlzrdUJ7NrqW9eaKIT9XG7zNu8da1rZ/pnbMPqBjt9+rRt2LBhvObf2cFZ61jHFmxh4lrD/yhP9h/zRDnUtcP0LJVpSvBj+VLUDGVuIp9qKyN5WV6md5O61D4SbdSHpcXroinhyyLBFbMLvdJsxfclnv70p68hS61Wy37+53/ezMze/OY3rzl2ww03TNSxsrJib3vb22zXrl22efNmu+WWW+zRRx9dl1weOVAzc1zcNqYxfWI9WG9sEx05c0as7UwPjDawiFtGIKL+MV+Tl2KUDdQ+e5Oata3aibKiPpkcqjzqxgifsp0izKp+ZptSPymRNUX+mKxN7ZPJNhqNbOtoq+2e222P9x63lZUVO3nypJ04ccLOnDljq6urduTcEdvf2W/bWtsmnv/LCF6sH/eblJ3mfEW9lR2ya3yaPGqx8lJ5JmfpHDW9FkryqPKsXJYX8+M1m03+mqZVzBZqBPAiw5e//OWJtZvuuece+/Ef/3H7qZ/6qXHaK1/5SvvQhz403p+fn5+o4+1vf7v9yZ/8iX3iE5+wnTt32jvf+U571ateZXfddZe12+2pZXJHryJQcVtFjRRJUPtmawe87APwXn+cCatbSZ5X3YKKeZktMnnVCx7xn0Wo1GDvaSqKgiQ85sf2mAMrEUlsk0VkMzRxwJlTju2fj5NTZbPzOE39qp6JyM/I7Lr2dbY0WLKHzz1su4a7bFNnk62OVu3x3uO2ubXZrp+/3vq9J54J9MggI4Nr6jajx1UZVj7TmZ1vNgawfhltg5E91b9VG03kKNUZ86hxQdkF+xHTh+mLeVEH1R62zXTO9MU2KmYTlQBeZNi9e/fE/n/7b//NnvGMZ9iLXvSicdrCwoLt27ePll9aWrIPfvCD9tGPftRe/vKXm5nZxz72MTt48KB9+tOftle84hVTy4SDixON+JC652Nl/T+Wi2ADMHMW7M3ebODDepuSzhJZRfkZmcuee8wcBdbJdFCRnCYyoq7qmGoPjylblchkRjDVYttKxkzu7Dw2ASPITG9V1v93t3bbP5v/Z3bv4F47snrEjq0es+5c157aeao9Z+E5tmu0y3q9XkoAWWRwWl1QNrdTKQLL7BGPqwlNLKOis37OXb+4zYg1qysbA3AsmIYcNrFJtq+IqiKP6hgj8EzuaftExaWNSgAvYqyurtrHPvYxe8c73jExwHz2s5+1PXv22LZt2+xFL3qR/df/+l9tz549ZmZ21113Wa/Xs5tuummc/8CBA3bdddfZnXfeKQmgP5zuWF5eXpMnG5RKt3HZPw58SPTU4MhkYsgGRDZgR3KSOSxWR4k0ZvZgspYcWkSM6DDZWTuZXk0Wky7pXyLfzCaxbBNyjk6d1Zu1zc5XNgFoUo/XEUmbf+ptV2uXvaT7Ejs5d9JWbdU2zG2w7XPbbTQc2epgdUz+/N9JkPoUXGwrQ9avGBFU14ayAdrKSZy6vj0dl6nJzofSq3RNsOurNLawSVkTeZh8mQ2Y/UpkLiPE7HjFbKM+A3gR41Of+pSdOHHC3vzmN4/Tbr75Zvv4xz9un/nMZ+w3fuM37Mtf/rK99KUvHZO3w4cP2/z8vG3fvn2irr1799rhw4dlW7fddpstLi6O/w8ePDg+hi9pxEGGET93oCwKhl9I8DRFimI55YiZc2TRDla2KWkr6Rqhvntcap/pxNKVfFk7sbzSmRFFZrcm0SI8h0iu4zFlo0yHJrorsqrKxe1s4tCkfq/DCdyY1A2GtnW41XaPdtuWwRbr9/rW6/Umon/ZLWDs64pUKHKsthVhV4SP5Yufw4vXeUzDfOy6j22wNCTp6ryrPlvKn13j6pjq16q/YB2sLZSZ6cXqQTtVzC5qBPAixgc/+EG7+eab7cCBA+O0N7zhDePt6667zp7//Ofb5Zdfbn/6p39qr33ta2VdpcHg3e9+t73jHe8Y7y8vL49JYGkQUYMaDv74UghGApisSET8eAmMuCiHhwNuNmBnUQcsi7N5Vq9y3rHuaB/2mbVSFLS0HWVi6U2iCyxiqMhZ5qhZPyiRMpR3muMlmyj5S44cCZqTQN+OOsUoXyR/GElk9bL2oixqX9kyI754LDuXzD5RT8+Di1ln/ZlFZ1E3pjcSqdK12wRsXPJ0ZitVPoLVlR1TpFZNCipmD5UAXqR46KGH7NOf/rT94R/+YZpv//79dvnll9v9999vZmb79u2z1dVVO378+EQU8MiRI/bCF75Q1rOwsGALCwvyuFpvjg367EUIRQC9PmxLfSRdOVk8xuRlYNEEHExLs3gktIoAsbeoM0eknDeTn6WrN6MVScV6sjcyVV1KH0WaMn3QsSvHn6Wz+lgZbJsBzwP7LnasB8mbH0MCaGYTt3sjAcxu/6LsuK0mTVl/ijZj1zuzEyOB7HzFCZ/rg7eK47Wvzof6xB1uZ3WwvNmxLG8JWVuMyKOtMT+WiwRatVsxm6i3gC9SfOhDH7I9e/bYT/zET6T5jh49ao888ojt37/fzMye97znWbfbtTvuuGOc59ChQ3bPPfekBLAEFsHCQSgOXBj1i7eE4iK4rVZrfCuYEa3oMBkJiwOmGkjZYIpk1OuN+Vgd/htvXzOiVHIUzImeDynBNiLhZu2jg25yWxtJaxYlaiJbRgibtpWB9dUS+VP9i+VX5AdlwP94Kxif98NbvxnpK9kFbci2s3OR2Y6lx34U+1W73bZOpzP+b7fba/7xdnBsHx+lUHKx667JOVN1qfJNbBHT1HPRrDzK1qTvx3EPx7lK/CrMagTwosRwOLQPfehD9qY3vck6nSdP4alTp+w973mPve51r7P9+/fbt7/9bfvlX/5l27Vrl73mNa8xM7PFxUV7y1veYu985ztt586dtmPHDnvXu95l119//fit4GnAyBMboOMx5gh8sGeDIt668bLx26cxb/xl8pV0QQdZIl4YTSsRl5jGyCrLn0VwmkQy2XF0EAwXKp3lKxFCVp/Lq/I0IXJmPGqo2mTlWf6sbdaHfRs/59aELOJ/zMu2o1w4MVMkUumi9GJAsuPb+AxgJMAxyhll8bLRZuzNfxVNi/Jm17XSm50/PK7qbyoLts90aTK2xfPM6slsVDE7qATwIsSnP/1pe/jhh+3f//t/P5Hebrfta1/7mn3kIx+xEydO2P79++0lL3mJffKTn7QtW7aM873//e+3Tqdjr3/96+3s2bP2spe9zD784Q+f1xqAasD0QQcJHXMISAjNnrzVg4O7cmAsjQ2QmeNTRJNtMycQiSAbeFUkICMe6hYPy8eINxvomWNTjkHpgcicI9M521dyKvlU+yr625Sge3pTG+JvyblGmfzLKqpf+a8ifvF43I/y40SB2SS7PrD/Mztgfry2/b/T6dhcZ85Ot0/bamvVOoOObRlusbm5Oev3+2v0wueAWf9UsmA/UHZgJEu1x3SN9WWf01MTGGX7rP+WJrZRrvh8pZctla+4tNEa1R5QcR5YXl62xcVFu/LKK8dRSHR+jOzFSJ9vd7vd8W1fJCP+YLz/ujNQa57huoM46Hk6IwoMbHBWzj46GvaFDiS4sQ1GhEqRGZbGXgJhTq7kjEpkvmQvRW7ZrcBok2lsweTMdCiRtBL5VMewbnXO8bpQxxQUAWT7Xieb/DAC2WS7CeK1hOfcI/2dTseW5pfs/vb9drR11HqjnrWHbds52mlXD6+2bf1t1uv1xtFAtuRNvK6VXWIEMdOZpTO9FYFkNsjSsu2M4GNEVKWx41i/7/f7ffurv/orW1pasq1bt66Ru+LSRo0AVlwQKEecPf8WCYBvexQyrgE2GAwkiUEiF8FIHhsw435GCJCcMhtkDjwCn1uMdajZfgkY5WhCbtTXW5gjV21maUgco5wl2bBO5VgVmZ0G2blTbWeEM+6XolO4z84DIyuM9DUlb9k1UwLTR12TjAwfax+zr8x9xXqdnu1Z2GPdUddOrZ6yw6uH7fjccfuR9o/YtuG2sX6sj8Zbv9FGJZsjiWP2wOsIbVMi6ay/MLnU2OXts1vgpfqR8MVtVk/FbKO+BFKxLijnGwfRJpEPfOki+1IGczBq1o4OAstHPRjxYpGdWDerh0WBmN0yUuY2yOpD20Vka6kp4slky0ggk38aQhuf/1JtOBQxWY+czBbKTll+JU8WIVIRKXbMt9XLH6pfZ3mjTswuzB4xTV1vyobjOlpm97XuszN2xi7feLnt2LzDNixssC3zW+xA94CdbZ21b7S+Ydaavh+Wvm6TnWe0TeyTWd9u0l+ULUvjBJ5LdgzzeD1qQpvVWTF7qBHAinUhEiwceOJzTZ7mv4ycZF8L8bZ8P5thlyKFWFfcx3xqkWv10gerhw3WmZOMMkVnm5EKbIfZCGXEbSYjK6tIUJPfzBaqPiV/tMc0zqwJqWhStmSr0nkyW9tf/LrBsizSV5rwRLuwayerQ8mN9ShCGfWMaUu2ZI/b47attW3ic25+/W9vbbfH7DFbbi3bZts8UW/pfKtrPMrLdGAkitWrJipqgpPZUOmCL7Uw2Vh7OFbEMux8s+u4YvZQCWDFBUEc0Nh/Rt5ipIK91cfyYjk2iKJcJaeB5CvqhnnxGJZHMocEt/R1E6w/c0BKHnW8RJaUA4zyYRojvMwOfo4z4stkYM6tCRTJU/ZW7bvsTQhwk7qwXux30xAzPFY6x6XrUZEoVg+TgRF9/12xlSee+Ru0rdfr2erqqpk9uc5hd9S1vvVt1VbtstZlUobsemYyxkdKVFk8p6UXT3BbyaFIH+s3amJaAiOGijBmfaxitlAJYMUFgUf7HGpgzBz9aDQqPrjN6lcDGkZCGInKoh1x2/OxZ/ciqTF7MjrIbnOzbWYX5SBQvixCMA1RVE4oI1AZWWY6KbKbET8md0Y2EcwW50ugmx5TepVIg8K0jvp8HTu7njCtRA5LE6r50by1R207Nzxn3V53nM/XOTw3PGdta1t31JXRq2l0VGUygsT0YHmycax0LWOdJUKuCOT5nOtp+l7FpY1KACvWDSdAvp0RFvZZN/9F8hfXA8O3/txpIOLyMWwWH+Vljg5lxqhPNpP39iMBUOSPvRgRfxWpzQb/TAe0fYmEZF8JUQ5N6cLs0aR8bE+RzIhMrkzfUkQnI0FK74ygq7ZKzpwRhvVGcWJfalIXm2CwiVc8HvNtGW6xnaOd9p3Rd2xhdWHNy14nRids73CvbRluscHwyTf/m9iG5SuR1ChfrEfpiuXZ9diEYKk+p7bVmJlNfjFdEdmK2UUlgBXrxrSRDRysI+HDNDxWGvDwm6GR6EV51YybDeZq9h+deemlCyyjiBDqhLZVToHJP03kIuYtPUyPS9zEfBlBjPpmcqi6SyRAETdsn/VTJGel+kvnK0OTtrJ68RqYlgRmhE0RBKUvyhjT4l2Bsd1HLbtqcJUt27J9Z+47tthftAVbsBVbsaXRkm0cbbRn9p9pw8HaZZ7w39tl9mE6KQI9zfiA+dgvs4fqm5EAKzQ5v6gjO5fs3K53AlFxcaMSwIp1AUlMjGxlM+KYJ/7HdCdz7LYwgg3usQyLKqnZO6tfkZuSE/c80RFGssieV2QOTZE61p4q30RWzI9OAwlj9rZ2rDPuszUSmRyZfCUdmtTXBKpsnHCw/qXeaD9fmVSfbNInsnJYP0vL6vF8igSxdnYMdtjz7Hl2vz2xDuCSLVnHOrZ3tNee2X+mbR9sX7PWZ6yP6azGBdQZtxUZRr2wLmZDZQ829mT14zF17uOxrC+or6VMMwmpuDRRCWDFuqAGUiQEjODFX3zbFolhtvCzmulmpDDmR7kzHTCfk6A4mMbBFf+R/LGvdjA9GAlkDkJ99B33mzp35tizY1merA4lQxOnNY08qh1sI+77d3mHw6Gtrq7amTNn7OzZs7a6umpHjx61c+fOTcgZv2m9ceNG27Zt28Tv/Pz8hE3YeZyW1ClEgnCh6mTXgiJSipjtGOywFwxfYEutJeu1etYddW3rcKuNhiMbjvRC77F+pYu6/pmc0fYlMs3Im+prbKzAyVMT4B2NqI8ixoiM3FcCONuoBLBiXYhkhM2y8RdJXavVWvNiRSR8WA6jgRGlKECU2fOrwTkb3L2seo6QkR0kgYoAoiPybUXsFLHNdGX6qnqjLqVf1Jfpr95+xnpU1ETpF+Hnhsmi0lhdg8HAVldX7e///u/t7//+7+3EiRN26tQpO3v2rPX7/fFXKjK0Wq3x1y+2bNli27Zts71799rll19uW7dutY0bN1q3213TNtOXRbBUnkwvVkepH2T6ZcTJr1lc89F/t7a2PplvNEn61KfLsr6AXwJqcn1kZKhUHsc+nJyp3zj2ldqbZsKm0hXxrZhtVAJYsW6gQ1WzUZYnEkFc3R+dAJvZqy97eHulQZvNivG2rOeJ32rNBvqYP6Yh+fNIUdRFRfP85ZbYDvvME9OzFLUokeAmDs23s0/clZa+UYSSyZbJwM5FVnfUbzR6IuK3vLxshw4dskceecQOHTpkZ86cOa/omdfX7/ft3Llz9thjj9kDDzxgd999t23fvt2e8pSn2OWXX267du2y+fl563a78gWcWGf8zfIpR18ikCWCGCcoKg+2wyZLGMUyW3tNY7QrprFjTLYoI1vbMxs/FDlm+XE7/uK1EeWOkT6mS0xTKJFxtEsTYllxaaMSwIp1gQ20cRDDwZ5FOvDtVDW4Y1vs+SvmXBThyeRuQhSylyV8cG232xMEKJK/SAC97uj84hvNXh5tgA6YyclsHsksQ0bIGIFmhJodK5Eydq7wPKoXe0ryK7LuNl1dXbWlpSV7+OGH7cEHH7Rjx46N16m7kBgOh3bq1Ck7deqUPfroo3bPPffY7t277cCBA/aMZzzDdu7c2YgIIko2YWSNETusI4u4YR0qf0Y44zko/XuZJkRTtduEVGXXEI5rmEddFxjtZysUlORkNkCbK1LehCBXzBYqAaxYNxQhiMfNbILs+G90AJH8NI0CxF9sVzk3RUyjHig71tEkWhXXA3QHoAig2ZNvTaqH32PkAm+RMyBRYuS4RJKb6Jyde9Ufmn62S5FUbEPtlwjnaPTE8iPHjx+3Rx55xB588EF77LHHrN/vr2nzHwOj0WhMBh9++GG777777Ad+4Afsqquusm3bttHbw14Ot1lfUESlifPPyAnLk5EpfCOYfbOWRbSnISlokyZEtESEmX6sP0U7q/U/421wNulVi1Vju03PqTrPTc9/xaWPSgAr1gVGMHBAxLw4uLHndjA95lcRIzazzQY7lleVy0iIIhlx1h+JX6fTsW63O44OukOMjhEJoD9rpqItUXckeVFedgwdWWa7SPYY8csIFzpIVl/Ml5GVjPCpdHYOPQr3jW98ww4dOvRdI34Mg8HAHn/8cfvCF75gDz74oF1//fX2tKc9zS677LKJSHITZP0A82XRrJiW1WHGI+tNolRxP0vH/5jO6lV9J/arJkQIJ4bMNuy6Z5M+Mxu/4ezXNE74Mrnjb0YSvd4IHCPU5KpidlAJYMW6EAcQdVsR931gis+14SCqBsO4H2+JlgZ0NXvOoissSsjyNXUMHvXrdrvW7Xat0+lMRASiU4gRgfh8kHorUMmhInyqTJYvI2tYLi4HlJXJ+gpGQ1g/YW1nZN2xurpqjz32mH3jG9+whx56yE6fPk31/l5gMBjY3//939vjjz9ul19+uf3gD/6g7d+/3xYWFtZETkv9naE06VH2zNrKiJe6nhlxQ2KnyJAqz/KzcSEjjky/DGpSFd8G73Q6YxI/GAzGE42oZ6zH0/DZQHxxTrXP0tl+JYCzjUoAKy4I4oCKn4Vjb/tGghMHN3yzFqOKjNDgQIZRDeXYGJmIbbNnsNApsTz4skPc9wjg/Py8dTqdMQn2T2E5BoOBjGpNE+VoSnzRSZcIYTyGxDAjf7EstqMcUpQdo4fMPkw23x4Oh3bmzBn75je/ad/4xjfs6NGjxTd5v1dYWVkZy/j85z/fnvGMZ9jGjRsbk8ALhWkjRU2ihXE/S2MRQEzP6s72GXEqEUFGnnFMim89e7TfJ3xx/BgMBuPrX7WNx0uTvCYkvUToK2YHlQBWrBs4oGRf3xiNnngxQkWm1CAX64htxe2YFgdOlo+ViW3EaCaSUNQ7gi0/4qTIowHdbtcWFhas233iW6jD4XAcEfBIIEZHUYcoQ7QtEh9lZxWVUdEzRQAUEUfCpogZI2pZ/VnUtURch8OhnTx50h544AG79957bWlpier0/YajR4/anXfeaSsrK3b11Vfb5s2b5S3haZ16E/KDEymFeK1gvew6998swtc06sjqxm1WFttooiPTgV1Pnu5RfyeAZjYmfzh5iv9YH06CozxsPPMJz7T2qZgdVAJYsS7gEi6ZEzDLbxNjxCqC1VVqS5VnZCSTnbWr6sS0GBWLt4R8yQ8zm3gWKD4P5LZit7rRETWJTGB+pmcW7VFkDfVER4b5fFs9C4jOrMnyO0ou/x2NnnjZ4v7777evf/3rFw35c5w8edK++MUv2qlTp+yHfuiHbPPmzeNHCJpCXXfTROyaEq9SvZ6fRfQUWWTllGzquDrG2mL9jF17Kh3f4FfXoRozmEwl2/hxvNvixyr5q4ioBLBiXVCDqhowMU/JgakBKxvIVHQwEim81YyyMrLFZvrxl+kf9fRoQHwRxMEiAgrMubJIAEYilHxMXge75Yr7SNxZNIPlz8ihQ9laEUAmm5O/Bx54wP7f//t/Fx35c5w7d87uuece63Q69qxnPcsuu+yyiT7EkF0bTdKbkgZF+BSRycD6bDYhY0SS5cu2GbD9bNIVVziI/71ezzqdjvV6vXGaP+4Rn/tln74ryYbrhnp6lhZXGZhm8lBxaaISwIp1AR9GjjNQv+3paezZMByI4nOATRxARm6UU/DBk820I4HBthWpY8eaRBwzZ6yiAlnkQ0XGsG7/bUrAMxKH8sVzrkhgE+IX9cJ9tYSM0uXs2bP24IMP2te//nU7ceJEqu/3O86dO2df+cpXrNfr2bOf/WxbXFwcP0ua9SdmmywKbLbWriq/alPVh+mqfYyQsXxNSAxebzipYzKXyiPU14wGg4GtrKzYaDQak/V+v2+9Xm9MBGO0kC1/FWWI2ywtEj1lM6yjYnZRCWDFBQMjLRE4QGb1oBNQpKokS2xPycfqbUKmYr7MOWC9/hagp/l+jASwL6B4PSUHHHUvkUa0gYqoMV3YNhI9JP3xWBP7svOOsrPynnbu3LnxMi/Hjx+X7VxMWF1dta9+9as2Nzdn119/vV122WWNrwczfau0yaSgaRQPyUkJ00QqGSmKZUpElfVfVmeJIJfkw2Ws/Jp34ofXfCyXtakmw1laNgmomF1UAlixLmSRrjgbjU5bRdhwn0UiSjPx0gDOIn6ezpyWilyx+rBeHIDjLZ/V1dXxm77uDNwheFnPz2zD2mMRlsyhM0c4TVqM+MU0FfXLbJr1B+aE1VcyYj39ft8OHz5s9913nx05cuSScna9Xs/uvfdeW1xctCuvvNI2bNgwXmfOjNusFEFrQvxKE5AsUqUib6U2s/yt1vm96KDGDrWfEVKVFwkgLvHEJnw48cXtjLDi+OhpMTrZZAH5itlBJYAV60J07lmUzax8O8LTGBFjg3wc/JVjiW/SlpxYacbMdFMRsEgC4wDvb/w68UNn4GQwOoZYf5RlGoceHTBG0JT8sY5YLt7iZfbALx/4NrZRItVIGqYhH6PRyE6cOGHf/va37R/+4R9o/7nYcebMGfvbv/1b27Jli+3du9cWFhYmHL1ZmQgyYpH1exVJVG2xNtQxNn6ottUksAlpVDKcT94SqY3XeLxNr575Y/tYd6a7OgdqMpeR/opLH5UAVqwLeLsCo3xxsMLnlDCP50My6NuYlhFPLNsk+sCcoMuNMmM5RrwiuWu1Wtbv9yeezWm322vIIT4YHokkk7cU5VH6oZ5YlpHwTNcsyhcJYVYHyqGiSUr26ADPnj1rjzzyiD300EPW6/WkTS52HDt2zL72ta/Zpk2bbG5ubs1LIYosRGT9Iit3vhEk1Z+xXhYBK4GNByVZ2HYpr++zCVOMuMV99pWf7OUPNikuEeSSjOd7ziouTVQCWLFuZBED32cOnH0MHSNVrD78jmb8jQNlRo5YVEkRHvbCCOqG8uNbgU7qnIzECGD8R4eAuqDz8LqaRMfY1wNwG8s0yctIoBO++K9IYrSdp5cIAusbnjYcDm1packOHz78ffWFj38MjEYje/jhh23v3r129dVXm5mNl4cp2dFMR86xXzeVhdWfRaZUuVIbGVnCY1nbbJKB9apJktIBiRuOHUxWdq1n7cS62bkq6dtkYlBx6aMSwIp1A4lFJChxQeMYAVSOIQ5m8XkVNVDjcTYY4iDJnF42iDKCw8qyiCMjd/4sEPvqyWg0WvNmIMqq7I/yIjlC2ZlNEIr8MbKHdorfQFVL3DACHu2B5wL1Yw7w7NmzdujQITt06NAleesXsbq6avfff7/t3bt3/I3pCEZiWOTKf8+XHDQheRlJbEJC1bjBIsPTEEFWD5OtZB/Vl/GtXEX82PGYj7XF5I3pjHx6mnqWtmI2UAlgxbrABkckPnEAYrdHvJ4sGseehWNtoDyx7iizchiqjHIMSPxUlJA9q8iWasBbwvF4NqtnbTIw8teECMZjKuIX05zwOfnDJYFURITJzs4fc/5mT9jvxIkTdujQITt79qzU5VLDsWPH7NChQ7a4uGjdbneqz8U1IUZN0aSu0vlWdWWEy7dxIsj6SpP+lbWp2lfAcU1NbjIirPanyc/auVDnveLiRCWAFetG/PavExsfZGL0T93yjdvqFkUkguyWCiOfWbSLDXzs83GKOCJidA3fevayo9Hkm4DqW8PZG4HMbsyOmZ5oLxY9ZPpl+kcb+L+TP1/8GskimywweeNEIaYxfc6ePWtHjhy55N76LaHf79t9991nmzZtsoMHD9rGjRvHt4Lx3DaJ9vo+XkcZ1kOWmvRn3M/kUkSP1Zf16UyWC0Em1XU+7TWP7SsdFfmsmE1UAlixLmBkLBJBFR1jRM3BSKID61AyxLr8uBqUY1n2jFwT0hfrVBGIuB1v8TJCzCIkmLfJIK5IXebwmAPLllxhiz7H277xyyf4Oayoq3ruUX21QJ3D5eVle+yxx+zcuXNSx0sVx44dsy984Qu2urpqV155pW3atMk6nSeHeCQHGOFm/WKavhLzM6KEEzIsN01ESpFAdu1kcqh6fVvJWyKoqr+y+lUbKAPqoeqLbcevH3nZKGO9BTzbqASwYl1AguCDjafF5Q9YNLAJkfM0RRoVMXQ54mCpHJ2qC51kJmfmQLFeRk6VAyw5CLbdRE7ULeZjX9tg//EYvvQRP3kXCSCSO7dN3Mdb5qgjs/WZM2fs8OHDl+yyL01w5swZe+yxx+xpT3vahG1LUS5HRrRVXnXNNI3QZZHqrG3V9xnpm7ZciaA20UuRTTXJK5FjFi1nxLkkY1OSXXHpoxLAinUBn+nDqBUSsPgtSicE8Vk3fFGkyYAagaQtWySWPYOHDgzL4WfqGPlkM3TPw2ziyKIgKqqgZM/S2LGMVLtsSPoikAR65K/b7Vqn27Ez3TPWb/dtwRZsy3CL2cjGL8REwhcnCrGdjPiZPVFXr9ezkydPzmT0L+L06dNjuzrUZCYey2ycTc5UZK1ERDBf03qblG2at0REFYEskVZG+qaRUZE6JhsSwdIYWTpeMTuoBLBi3fBBx9e7i8TKHbu/mTgcDq3dbq9x9JEcRrKETgtX1/d0JDNxIFTOzeXNSBOLaCingWVwVq+WrylFAFFfBSWXIoFN0hgBK/07Cex2u7bUXbJvdr9pR1tHrT/sW8c6tru1257VfpbtHO5cc04jQcZziLZFeVdWVuzkyZMzG/1zxC/KOBiZVzgf8sD6zfmQoFK5UpQMt9dLEEvXpEJGmOO42KQdNVYo2RkhVJPLSgRnG5UAVlwQxBdBzPKIEkZ7cM28pgMdS2O3n/BTSDGKpwhPlLlEJtHZOJHFaGG0VbbP7IdQETJljyzah3qzPE2if0gCj7WP2d3tu63f7tu+TftsobVgp3un7dDKIVsaLtk/7fxT2zG3w/r9/hp7eB3xUYFM/sFgYCdPnrSTJ0/OvFPzL8mY6cgfTmwU8HpQdTBCzq6Z9USmsghdFsVD+dgEjeXFMqVxiV1DuK/GMy/PnvVl1zY+28d0yIggk69i9lCfAK1YNzx6F/ed3LkjUt+7jL9IDCMhjPVmx9lCyvEZRM+nyJuKmrHIY9xWeSNxYm3g1wFQ9tLLEfjP2mVyMz2io8he/GDtYPRvrj1n97fvtzOtM/aMrc+wAzsP2JbLttj2Tdvt8o2X29nWWfu74d9Zu/PEc4JsrUD8z3Tr9Xp25swZO3PmDJV7lnDu3Dk7efKkraysTKwlmRG9JkDCWJpEOEqTtqytbDvWw/pIJouaxJXaUHKrMuzaVFBjkcrLrt/smo/jDTteMXuoBPD7DH/5l39pr371q+3AgQPWarXsU5/61MTx0Whk73nPe+zAgQO2ceNGe/GLX2z33nvvRJ6VlRV729veZrt27bLNmzfbLbfcYo8++uhEnuPHj9utt95qi4uLtri4aLfeequdOHFianlxoGPHzNZGEnCR47j2HRId/C4uG1TVTNm340CP5VmUSUXWWL1ZNEHZBr/VivIo4qvqj/linSUCoG65sbaibbLoaavVsuXWsj1uj9uO9o7x8U6nM34pZGd3p31n+B1bbi3TtQLxs3Gl7w8PBgM7d+7cJf3Zt6Y4deqU3XnnnfbFL37RHn30UTtz5oz1+31JlvBcq/Prx+IvpkeoejG/iqqpeli7pT6rwIggk7skB9aZjYeqHjWpZWUyGUsRXbU6QsXsoRLA7zOcPn3anvOc59gHPvABevzXf/3X7Td/8zftAx/4gH35y1+2ffv22Y//+I/byZMnx3ne/va32x/90R/ZJz7xCfv85z9vp06dsle96lXjNejMzN74xjfa3Xffbbfffrvdfvvtdvfdd9utt946tbzRWePgxQZVNfNmJBCjbmxwVJEwRqBKdZk9ScyQoLLbQLGc65TJouRCgsrkVLKjvdktMZSV6Z2hiZNActib61nf+jY/mrderzeORjk2zG2wvvVt1VbXEI7s1qSKDPb7fTt37tzMP/9n9sQ5PXXqlN133332V3/1V3bvvffaQw89ZIcOHbKjR4/a8vKynTp1ys6cOWMrKyvW6/Ws1+tZv9+31dVV6/V6E9+idmQEnOXJiKQfV3UzspqlldCUCKpjpQgjuw5L9WcEGfdxLG1CuJWscdJXCeBsoz4D+H2Gm2++2W6++WZ6bDQa2W/91m/Zr/zKr9hrX/taMzP7/d//fdu7d6/9wR/8gf3sz/6sLS0t2Qc/+EH76Ec/ai9/+cvNzOxjH/uYHTx40D796U/bK17xCvv6179ut99+u33xi1+0F7zgBWZm9nu/93t244032n333WfXXHNNY3l9kIrPbeHAhQMWe14w5o2EC9uJdWC6ImhMFkXc/AUVPIYvcGBdTE9FhpldGNHLbI55sG0mD6s3cyYqqoAOnqE77FrHOnZ2cNbmV+ftzJkz1ul0xm/+nhucs451rDvqpsQY9c6iJ/jiQ8UTawN++ctfHt9mn5+ft/n5+XHUdWFhwbrd7vgTcoPBwC677DLbsGGDdTod27Bhw/htbl9cejQajaO5eH15FNds8lOHjmn6OOsDXq5UFr+io2SYFmoM8WMsbyaD+vVtTMdJJo6/TL8LbYOKSweVAF5EePDBB+3w4cN20003jdMWFhbsRS96kd155532sz/7s3bXXXdZr9ebyHPgwAG77rrr7M4777RXvOIV9oUvfMEWFxfH5M/M7IYbbrDFxUW78847KQFcWVmxlZWV8f7y8rKZ2ZqByPfdETCCoQZRHOQikBjGPOozcYqwxZdCYjv4FjIjiiUw8ljSV+nKoIgd1qOIniJzmLf0DKAihC77luEW2zHcYUcGR2zj6kYze/JN8MFgYI/3HrenzD3Fto62jqNN8flNtEVmk+FwaOfOnbPTp09Xx0YwHA5tdXXVzKzR5/FYlNVJoE/w/Fa+T5qc/DnBXFhYsA0bNtjc3Jx1Oh2bn5+3brdrZjbOv7CwYPPz8xO3/6MM8TeiCXlSZUppJbDxYJq6S+S1qVxqQsmIYaw3ntP4WE3FbKISwIsIhw8fNjOzvXv3TqTv3bvXHnrooXGe+fl52759+5o8Xv7w4cO2Z8+eNfXv2bNnnAdx22232Xvf+95GcsbBKT7LFdPQqWcRQxbpyqJumDem4+DK3lxmRFHV7dHMLOLG5EB7lRxDk4igKqduKzGdS/XF46jXxP9wZFcPrraTcyftH/r/YDtsh22Y22Cro1U7MTxhm1qb7NrWtTYcPBG5i7ccGRFEO6Dj6/f71uv1KgG8AGB9sdfrTb2+IkaKcd+jjh6djJ8M9Kjk3Nycbdiwwbrd7gRZxAXG/TeuLaqeG416skkZm7CWJm8xT3ate95ssuZ5sjVMVV1mk28Iqyh+lLlidlEJ4EUIRjJKF3LTyI+q593vfre94x3vGO8vLy/bwYMHKWmIAz7OmJFgxXQmA/siRBy4kcDg7RCG2BYu15IN4IzQxnrQBlhXXHewFLVgcrDBPqaVdFb5svOunIRyipHAbetvs+e3nm/3d+63Y/1jdsJOWKfVsX1z++xZrWfZjuEO6w1649u37A1uFgGcNkJY8b1BqY97VLIJcJyJLwvFr844mRwMBhORR7/lvXHjRmu1WjY/Pz+R3+uLLyR5e4xI+rE47jS5pvEXSaiabJZsw/KzMTLmqddLRSWAFxH27dtnZk9E8Pbv3z9OP3LkyDgquG/fPltdXbXjx49PRAGPHDliL3zhC8d5vvOd76yp/7HHHlsTXXQsLCzYwsICPeaDi1rAF6N7ZmsfrGZkS5FLHLxUVIh9zgzrj+SNLUyNxJQNpiibIpIYLWPyMFlRz1I7rHwpylGyUxPEF2ic7G5rbbMbWzfaSTtp/bm+bbANtjhctLnRnPVGvQnCGL8K0oT8RRk9AlhxaQLP//neusRxCd82j9+wNrNxdDF+z3p+fn6c38dFJJrs29dRhvgfJ7mlyauyS6xbHYvp01zXFZcuKgG8iHDFFVfYvn377I477rAf/uEfNrMnZtGf+9zn7L//9/9uZmbPe97zrNvt2h133GGvf/3rzczs0KFDds8999iv//qvm5nZjTfeaEtLS/bXf/3X9qM/+qNmZvalL33JlpaWxiRxWsQBzfdjulkzgqIGMB+02C1b/LxaHFj9pQ4kSwh2K5dFLzEvkxXli8dLEcYmYHW5jDG9id6xnJeNDpKdRyZPlMmdmJNAM7PLhpeNb+8N/v+/mJ/9mq1df1E5vOrQKpoAo28X4hm4SCYjkYzRRE/3W9f+nOT8/PxYBr/lHW+Le12RrGLbpeghi07Wa6XCrBLA7zucOnXKvvnNb473H3zwQbv77rttx44d9rSnPc3e/va32/ve9z676qqr7KqrrrL3ve99tmnTJnvjG99oZmaLi4v2lre8xd75znfazp07bceOHfaud73Lrr/++vFbwddee6298pWvtLe+9a32u7/7u2Zm9jM/8zP2qle9aqo3gM0mb8lgGjpnRTQ8LxIufCEDyQwjYEhg4kDP5EIgucpurWCdGEnEtyAz/ZU+zC7ZIJ6R7GhHbCMrE+uOZeP6iZGE+3JDrVZr/JWPmB8jofF4TMfjGcn2Z8YqKr7bWA+ZxOs5jqc+hkQyyRZM91vd/utpjIDG8mY2sTRYxeyhEsDvM/zN3/yNveQlLxnv+3N3b3rTm+zDH/6w/dIv/ZKdPXvWfu7nfs6OHz9uL3jBC+zP//zPbcuWLeMy73//+63T6djrX/96O3v2rL3sZS+zD3/4w+PbGmZmH//4x+0Xf/EXx28L33LLLXLtwRLYc3EONvuMx8xsDTFQL19ktybZPrYT8/lvJGkZIWRl2fFoY3ac1e/p6q1ppk8popjZw+uIdTWNEMa6IsH29Hju3Ln0+/2JSCyLiiLhQ9soIu6//kJARcXFBNXf1xOZjOQwRifj7ez47GTF7KI1anrfqaIiYHl52RYXF+1pT3vaxO2J6JSbEhp1LLul6cdZ/U32Pa3dbq8hnKgHRg5RX9zHWTeLkmI7jNQo2+AxZnulP8oUj6PMcZ99po19vSMewy984Fc+XB8keYzsqf7ifeDQoUP2N3/zN/bggw82vpVeUVHxBJaWlmzr1q3fazEqvsuoU+aKdQPJkEPd+vW8aj0+3HciGb84EvNifk9neVFOtsBzlDU+FxjB9mM+XOw66pvVo4AEONbDbm+jzkzWuI31ZnJG28V9JG54ixjtwCKITWzDbo/7QsVzc3P1tlZFRUVFA1QCWLEuIEHCiBlz4p7uxC4+P8YISen5Lz8eiagTDvUmMMoW5Yll2PIuUTYWTVMRSwYW0Yy6KajjjAxmJJBFAv04kxPl9TZxKR18Liqe81i2dIs8kynaYOPGjba4uGgbNmyw06dPr6mnoqKiomISlQBWrBt4a9DBSEYsE/Ow276xHqyPRcAwHyOG/qvaRXKH8sb6UT6mW6YX1pXd5lTRQyaHiurF+kqRUYTXoz7jFwlftL2/0RsfPMdzpdpiOqIejvilillGq9WyDRs22MLCgg2HQ1tZWRlHRNlEqkTAKyoqLl1UAlhxQYBEi0XFcNtsctV6FkWMZdRtXUYsYjojSpGklCJtWX1I8FC+eEtY3VZlUUpGIjE6mdmDkSy0D76lrPIxssgIHNolHnPiiBFB1FtFTbNIaqv1xNuNmzZtso0bN9rJkydpvlnA/v377fnPf77t3LnTRqORLS8v27lz58bnBb+40u/3J9Zh9PUUT548af1+f/yVlvjv6WzhbrNKJCsqLhZUAlixLiCJcWKBUGTDy8TbiZ4WI3hIGln7MW8kI9nLF4qUYaQRo4kxEoa3tBWRiTIhYfRjTP5YNiNpeEsWo5lYR6ar5xsMBmvsx56bZM4fo4VxX0X+EBnxizp3Oh3bsWOH7dmzx44fPz6Ti0K3Wi07cOCA7du3zxYXF63dbo8Xj/fjZmvPWUQkhjGK68TP/1dWVqzf79vq6qqdO3du4tjq6qqtrq7aYDAYbzuxRDLpfSyu/cgilRUVFRcelQBWrAv4BqiDERzf9uOR6KgBPxI7vwXJwF66QDnUrVmMikVnxG6LsturSLDULdh4i5RF087nRRFGMjEyqaJ4jExnEUCM9LLoTyzDSCCrN8qWRWXV+TQz27x5s+3cudM2btw4swQwfqVC3dLPFhT2/F4PQkV+8dejgzHK6JFDJ4q+ffbsWev1emOS2Ov1xmm9Xs9WVlbGhHM0Gq2pj305pqKiooxKACvWBUWQ2L66dcpuxzKnwuqOEaUYRWNgdWAEE0kRpsWy6ssheFsaSQsSxWibWEf2HWS2nxEnpg+ThcmmbJfVH/Nm0b6s3pJcKGO327Xt27fbtm3b7OTJkzNHBObm5mxhYSFd203ZGX+bEPAMOClQ/5G8xU8Jxn+PFuKt6kgYV1ZWrNfrjSOPZjaOPnoej05iffEzhIzgVlRcqqgEsGJdQLIT0+M2RrZUpMqPmdnEM2NYrpSWRRUjufIFilmepogkNrat9MsInacxIhrLMiLEbIhlvV4W4UOZUQ5GzlUkN7M/a4ulO5lXpJRNBrZu3Wo7duyww4cP2+rqqmz/UoUiMU37c0YQLwQwio8rAXieeO2XyKSZrcnLiCaSyRhJ9Jdler3eOJ/fsnYC6SQylhsOh+N8NQpZcbGhEsCKdSGSCncUaqFfLBehnFUWXUQCkUXG4vFImCK5iFExRZSQbMV8JRKGsmYkiH1GTpVnbSndo/5NnFQWBYz2YDIosOgfkx/7Tiki2Wo98Qbstm3bbPPmzTNHAP37shlhK0VyGcnOrsEm5zCrP5sAqgkFm1z6RI4R4CgDEkmWD/NjtNJ/nfTF5xz9uUcnjBiFjAQTI4+x7oqK7wYqAaxYN/xj5fHfbC1RiLN1RsLUAsERSLRY9LHJfqxLwdvHZwvZs4aqjVhP3MeoloogsvoZmVtPlIYRO9wv2SkjmixvRoAdTaKI2Ga327Xdu3fbvn37xm+yzgLa7bZdffXVtnfvXltYWBinq+ipozTZin1O9T8s33SCofqHkjfrJ2xf9WtVLkvPJnOMQMaxLhLHeOuZvWW9urpqKysr1mq1xoTRb3k72YwRx/gWtyLAFRUKlQBWrAvRMeCLIDGP2eSAxCJcaokTVWd0FlkELsrHIhyxvlJ6REa+WKRSkdUsyqEiJpiHtcvaQBlL5I/pilG/TB/WviL3TK5MFtZeu922HTt22FOe8hQ7cuSIHT16VLZzKWHv3r32Az/wA7Z9+/bxN5FL5E+BTa7U5M6hzq9P7LJ2WH9SEcXYFptEKBKa1ZURxNLEhvXF+Ca/fw6RkcO4j6SRHWu1WhNvT8db2uzFGH9xxm9vez4zmyCd586do+en4tJHJYAVFwTsJQmHD174Rq8PYsxJxUEvgpE89iKIyxSdTxyEM9KmIm++HXVg5E45SdUec1KlyBeS5RJJcuDt+aZRPixTIn4lB6sIqTqG+Zjj97T5+XnbuXOn7d2715aXly/5N4IXFhbsqquussXFRet0OmkErOn5RtLXlASy/9KzvOo8Yn5sU/WBJpMaHCvU+IM2yWRTNsnOB6sfn3vFsvElHySPMa+n423lGJFcXV21L33pS1Yxm6gEsGJdcGLnjoG9QRt/YzoOnGywi/nZ7J4RISR6jESy/dKv18k+GceAhChzBgzRoanbzrEtpiuWYSQtI7tqOytbisag3FFXpZvSh7XXarVs586d9sxnPtNOnTpljz76qIxCXexotVp2xRVX2NOf/nTbuHFjsZ8xooPnM/uP1zoS/fiPb/fGlz0yeaJcUUeVjv0Ht1kdWRoeK01GVHvqmMqb5WPXD+ob8+EECdcWjfVmb4xXXPqoBLBiXYjrAEbn4IhOwNFqTS5xombtOMihc4sPfrsssSxGGNR+JFiKRCkCFI+hU4z6x3aZnrjt+9h2ls5kLYERufOtIzvGJgAsb+bQlR0YOp2O7d6926688ko7ffr0JXsreM+ePfbsZz/btmzZ0siZNzlXmBavb5zsYX/159H8Go9fgMFrMJOHkVSEIrpx7CiRR0WY2YSKyYGE6nyA4yHqk5VTcqF8Tca1itlDJYAV60J0BOgQkPQ50cIvSfjxCHbbyNMZkcK6soGNzZTZ8Sg7Ho/tsKhn5uCaDNxK5thuE1KEbzI3rR9lje3G/DGy4OlNv/6holFYv7fNjqPMMf+mTZvs6U9/up07d85WV1cvuU/Ebd682X7wB3/Qdu3aZd1u18zyyJm6buJx9R8J4Nzc3PjZNjzXuF5fJDeeJ55H9pgGu35VRC8jeQysXGaXWE6RUFZ3lg/rVQS0JP80x1ibsUzFbKISwIp1gc3sWQTMnUjJEXlak8hYzB/lYfWpyAMeU8QtOiwVlYz/+EZzpie2zdIYMVLkNwJlc4LWhAA3iT6oc6SIGcqr9pWzjZ+5ayLbli1b7OlPf7qdPn3avvGNb9jKyoosdzFhfn7env3sZ9vBgwdtw4YN6SSF7TtKExW/bv233W5bu922Tqcz3vb640sJTv78pQPsh1HOUt9mcsWIGU40S3XF545ZuZjWZJIWr3nVr+NkCdvBvMwm8cUQLIN1x/aw7RKxrpgtVAJYsS74wMIGIB9s2u32mgFMzXwVOSxFLyLYs3mKMKmXV0rE1B0iyqZkwKijakMhtq1uRam0jFwxAoDOp4mcmVOP6QjlYLP+0ESfuL9jxw67+uqrbXV11R544IGLfmmYTqdjP/ADP2DXXHONbd68ec2jD00jy6VJWPyPkb9ut2vdbtfanbYtt5bt3OiczY/mbVtrmw36T7xpGicbbIIU24myI6ErRehxQhnrZcdYpDsjfaw/KeKobJ6RsybA81oimQpNxriK2UIlgBXrAjr++MB3TGf58cUGRiRjPhXNiLeRMgIZB3U2yGdkyNvN3v4t2UaRGmWf2A77RnCsO9qCOUOmOyN4aLtMPwbmEEvOjpHzJo41q89lGY2eeNB9z549du2119pgMLCHHnroon0zuNPp2DXXXGPXXXedbd26dSICp8ifsmdG/HC/1WqNI3/dbteOzh21r577qh3qHbLV4ap1rGP7OvvsOQvPsd2d3eM+G58JjGQSn3mLL4moiV9MUzozksTyRNswG6hj00TRpunDTSOCsd4mdSh5mr7IVnFpoxLAinUBX/zA2xzxFnHTWW+TWXd0Fiq6p+pUEQFVpsnMma0xGNvBT1vFtpUjZnKWSCp+Ugt/M0fC8in7YEQHnQvWOU3E43wiE6VoT7fbtf3799vc3JzNz8/bt771rYtu/TOP/D3nOc8ZL/mS4XwizRit8/IxAvjY6DH77OnPWq/bswPbDlhn1LHls8v28NmH7fHe4/bSTS+1nXM7J14awetDkTK1H9OinHg719NiG4im6WpSwuTMZPV643WP+bLrBG3m/9m4pEj/tGNxxaWNSgAr1gUf3OOv2VoiqGazXgcOUso5xAgBIz5IYvC5HCQtKlqodFVp6raQo2lETM3KVdSj5NybkNcmt6eyqFLMk0VbSjJOG9nBOrLoTKvVsk6nY/v27bNut2vz8/N2//332+nTp4vyfT/An/nzyB9b789M22E9mCAgNrKvnP2KnbEz9iMHfsS63a6dPn3a2q22bZzbaA+cfMD+9tzf2ss3vHzcH/A2MPbdJkQwS2PjQxxzHFkkEdOydGWjTC7WdiSx6lhGFpVeJVTyV+GoBLBiXYjELw728bgPZGyFe9+P+ZEEYb6MsDDiyQijH2/iKBnRimnZbZSmjkylq8hDJk+mFyNVGWlA3SN5jnWcD+lgzlYRcaU36pXZtNV64jbmrl27rNPp2Pz8vN133322tLQ0ldzfbSwsLNgP/dAP2TXXXDOx3EtGUBR5nnbCgO0cGxyzQ71Dtnvzbuv3+088CxjeCN49v9sOrRyy4/PHbWtr65oJF/Y3dt6aRKhYHqyryYSBocmY0YTgRdvh/jQkDK8TrCPWjbJPY5OK2UMlgBUXBE7+fDsOWv5GoA88kQiygTGLIMXZvYoOMcISj+EgyF4EQaLD0uNx32ZvJDJbMUeCNmFOyMkxDvJMxsyRleTLyCTWi/I1IaJ+PNbBZC0RG5ZPkR3PPzc3Z9u3b7dnPetZtnnzZnvggQfs8OHDtrq6KmX9XmBubs527dplz3jGM+yqq66yyy67jK7114R4oz0YIYjbLII2HA7tnJ2zlcGKdUYdO3v2rM3Pz0/kmW/N2+pw1c6NztlW20rlwO3SL9uehsRkEyoGdt3HsthPs8mdIrfM7hkhxXZY3bF9JlclgRWISgAr1oVsAPLjc3NzYxLox/FWjSJ8WFdGONjAjFEHR1yPkA3sjMTEulTUL4sGliIxbPbuULrFtGxbHfNf9tzeNHbG23ysXBbly0hvE2ecye77aPctW7bYNddcY/v27bOHH37Y7r//fjt69KgNBoM17X23sWHDBrvyyivtuuuus+3bt1u325VvrLN+lfWxWEd2fvzajC9zdFtd61jHTq+etoWzC+Nz0Ov1bDAY2Nn+WetYx+ZH8xOPX7DIVdzGfKocI4KKHOIxRY78GJNL2YlNOBCZ/RkUEUTSqMgcK8+uubjfZPJQcemiEsCKCwZ0ymzwxZdCnByqCIWX8TrULLbJQJ8RO0zzbYxqsgiAIm0oAyMsmT7swXnl/FEuL6/KYXllu6wsAxIRRWQVsG+gjEzPjOxFMsDyzc/P265du2zr1q22e/due+CBB+zRRx+1paWl78nn4zqdjh04cMCuvfZae8pTnmIbN26kX9xw+RHxnJXy4TFGBuMkaTgc2ta5rba3vdceXXnUNs5ttH6/P55M9Xo9e2z1MXtq+6m2aIs2GA4mFoeOhA0/FceIWxNyiPqofawnotSflA2xTNOoWimvIoIMikyzNVfjJ+E8X1OZKy5NVAJYccGAzqP069vo3HGQQicVBzK2RAwjfaxNRghYJAvlQ2KIv6inIqR4HAkfk5PJxggc6h3txuwawdrNyAamxTJxCZBpwUg6a7cJOfd+weprtVq2sLBgT33qU23Xrl125ZVX2sMPP2yPPvqoHTt27LsSEVxYWLDdu3fbM5/5THva055mmzdvpi96lOyg8sb8irBEoocvdPl5nBvO2fWd6+3Y4Jg9dOYh29HdYRvmNtjKaMWOrh61zXOb7fru9TboP7kgtBO8GElE4sfIIBI+l0XtZ4RmPWQn67uqT/kxVR87B4q0qrFNnT82rsXy05DViksblQBWrBuMXGUDezyOt0xZxCiWYwssMyKoiFnTCJSXUc8H+q8a/FGXkjPA9lUEjemPsuAxHPSzaIbSlemtiB0SESarkqOpbZl83sY0EZx4vN1u2+bNm23Tpk22b98+u+aaa+zb3/62PfLII3bs2DFbWVm5oFHBTqdjW7dutac+9al28OBB27t37zjiF/WJyAhH1AVR6vusHb9uvc5Wq2WDwcB2tnfaj83/mH2191X7zup37OjoqHVaHXtK+yl2ffd62zncaf1Bf82n4ZD4ZVFBJH+K+LHjSpdMX9X3s0mS52HbSk5sj12T7BOaJbB6cPzBSeH5TswqLh1UAlixLuAAHgkbHveIkJkmV4wM4Rp6jNSxyBN+dzgufhrLZoM+Dpb4xvM0TjXqiuTX87LbnuxWsJIXjyu5FIlo4gCZ3Via16FIDCMlGVFh5LCJjkyOrI1Wq2UbN260DRs22I4dO+zaa6+148eP2+OPP25HjhyxY8eO2ZkzZ8aEsImD9v6yYcMG27p1q+3atcsOHDhge/bssc2bN1u3251w0FmdaL9pbKEiQIzIxEXd8fvdO9s77cWdF9tSZ8lWRiu20Fqwba1tZiOz/qC/hvg1JYGlf/ZJNLZdsl/UG6EmkU1sq+qKeZGUNZXb62uqm5KjosJRCWDFuqAIU3RiLPoXy8c8LCKmBns2QDPHH50qOsJIFlWUDKNdcT9brgZlyhw7u/2LujLHrxxMJj/ajwHLY11RT7RBqZ2mpBPrQvs0WX6nlJYdn5ubs4WFBVtYWLBt27bZ5Zdfbr1ez86ePWunTp2y5eVlO3XqlJ09e9ZOnjxpKysrE5+Z8/UGN23aZJs2bbLFxUXbtm2bbd682RYWFiZu8UYdXZamzjwjzYr8ZXXg9YafZouEcEtri21tbTUbmQ1Gg/ExRfwU6WNLRLH/mIdtM/1L40fWZ2N/jJOzUrsMbOxTpHGauhmpzPpRRlgrZguVAFasCzgYYlpMZy9z4Er+kagx4oZEhpFPTEd5UQbWTmwrLnSNx5CwjEZPfHoMHacfL0Ucou5MLzP+CT0VCWIE6nzIUaZDJGMZscgcblY/pivyx9pqUnfMn9nTP4W2ceNG2759+7jO4XBo/X5/TZ9vtVoTa+ShDaJcTNYSmkSoWL04mYh6I/DTbK4vvmCE12+T5/6QCMbyGQGMsiBRKpFBZYeIaFfXky1yj9d4vFPB2sbxqcnjBBlJZPWysowgVlSYVQJYsU744JKRnez2bTyetRHrxbQManCMJEI5DZaOXz2JJBEdmx/zfRYpK5FC30ZSokgw07MJeWbtMzKsnGUTB1OKRCBBLJG1C+XMGEluUiZGhvCzbFm/8/JsAjJNu1F2dV6ydpUcnj/219in48tErB1FAhnxy94AzkggI9Bow5I9VX/0bby+cVLq41Z8DCCLrrF+hv2t1G9Kx7A/VLJXkaESwIp1wQd3vIXKyF0c9NhsmJWPZT2v7ytnzQiEymdWvoUZ87gzUEQwvvWayeh1MYehCGETJz8teYn1NGkDEW2N504RtaYELju/KBtzpBkRncYxTiNjlE3ZJCNjWGeTSJWSo4md8ZrECVokfZ6fXV+oJyOB05A7vCWs9Coh6qdspWzqOnoUF6/rWBebzKhzy2ylZM30UqQTz50aWyo5rKgEsGJdYAOb78df5SziAMWiiLEd5qS8nJOyWCaSMXSiMZLB6owy4GAaiR+urRWdpd8SQgcXb6EpG0W9mVNC+zOUysb2m+TL2mGyTEu0FGmZhihm/Q23zxeZ/TNiochBLIfXhKfjM6JYLxI3ZTuUgbWF16eZrZnYZMRckTuM9mW3gNU2I2CMVMVtnFwyu+C2jydzc3PWbrcnSOBoNBrf8h8vjwMvnCmiysa0mF+RQHVuWL5sPIlylF5iq7j0UQlgxbowHA7Hz7w5otMw47NiNsjHPDiwMaeE+4z8xTawHK53xoiMIhJmRqMC2FZ8LsjzxW+5YluxDfZd5YgmUQzm3Fk9TYhkZhdWvyK0EUyeEoFhUQ1F7Jj9SrpOi4zcZcROOXElRxP5WZu+7cewbXb9oC6eLyP7uM2IHyOCigQyYpcRvvWAXYutVmv83Kd/8xjlZxNARaybLiHE6mryiUmmj+pblfhVmFUCWHEBoGa4mIcRwOiQzNY+dK6cPSMGMQ9rVzk8RkI8HZd9iQ/1ozNkuplNRgKjDrF8idxh3khgldysrozIsTzsN7MvysEIkCIPJadUyoftZW1GXadBtIPqc4qAZ3IwZH1c5UFZS5ElJiPWnZ0zJle8ln2fEcESycM01a5qP8uD+ZkN/Xrvdru2YcMGa7fb4y+eoE4ot5mezGbyKCKJdSmd2TWiCH5FhV5HoeJ7gr/8y7+0V7/61XbgwAFrtVr2qU99anys1+vZf/yP/9Guv/5627x5sx04cMD+7b/9t/YP//APE3W8+MUvnojatFot++mf/umJPMePH7dbb73VFhcXbXFx0W699VY7ceLE1PL6IOj/Kk8cwKKDiA+Ix/xxmw127JlDrJ/VhzNzdhvKj0UC5wQw3hLy6EBGkuJv6W1QLBvbZvVmUSJWL7NHPI63hGL/UfKViGvJ0WXlmpxPlled05J8TK8S2SwROjxf2TnDfGyR9GnsrSY4GYlQ11O0rfpXiz6zl0CmfSaQnV8lJ+qioI7jOXACuLCwYN1u1zqdzsQYECeEpXNU6gNNr5+mExq1X8lghVklgN93OH36tD3nOc+xD3zgA2uOnTlzxr7yla/Yr/7qr9pXvvIV+8M//EP7xje+YbfccsuavG9961vt0KFD4//f/d3fnTj+xje+0e6++267/fbb7fbbb7e7777bbr311nXLrwZhFgFj5eJ/HCwZeWROGB1drMvT4nEswwbMmC86hfn5eet0OmOHgKQ7Esb4TJEidEg0S46DOQG0iXI2ikyyNtUSL8zhNY12ZMQqS2fnN8tfipRMk1YiewpqgsDOgbIxK9dUHna9ORhRVmQ6I39NFnhWt4KxTXXuMrlZOaXTNOTH+79P9vB6x0ldUwKn5MNjeO4yApldwzgJON++XHFpod4C/j7DzTffbDfffDM9tri4aHfcccdE2v/4H//DfvRHf9Qefvhhe9rTnjZO989ZMXz961+322+/3b74xS/aC17wAjMz+73f+z278cYb7b777rNrrrmmsbz4HF1Mj4jEJH5bFclZrIfdDvZ8sW2zyWft1DIVUQYWFWGEkg2cMfpnZjYYDCZ0Y04mthm/roA2isBnALG+WC9uK0R9mkQimE0ylPIxssh0UOSWtcH6UHb+I0FoEknJ5Gmib9YXWD9kk5Vp7MrkbFI3pkUZS+eE7bNJXYlwOvD54RLRa0q0VBrr9/4/GAys3++vWTYK20Zijv2tiawK7ByhPowsYpkmY0TF7KBGAC9yLC0tWavVsm3btk2kf/zjH7ddu3bZs5/9bHvXu95lJ0+eHB/7whe+YIuLi2PyZ2Z2ww032OLiot155520nZWVFVteXp74N5t8vkcN2g5GeszWRgdZRCG25cABzgdfXHqGyRIdG76kwZyMtxUjefF2sEcF/JfdFkLn4mQQSQmb8TeJmGG+aWf5JUKonnvMHHEWIfQ6VfvK6WckgMlQOsbQhDQ0QYlosHNW+j+fdmO6sg9Li8dUNDDu4/F4DbOXP1Q5JkOJSDL9Y76mBBYJ22AwsF6vZ71eb+I2N8rBHmdBGZq0j+XiuKTOV6ZL1L2Sv4qIGgG8iHHu3Dn7T//pP9kb3/hG27p16zj9X//rf21XXHGF7du3z+655x5797vfbf/3//7fcfTw8OHDtmfPnjX17dmzxw4fPkzbuu222+y9733vmvQYKXDyxUgCgxrEMPqAx7I6FEmM5WOkEPMwGTCNkUL/dTt4RBIJrLILIwFxP3MUys7xvKh9dvuKkY7spZIM2Oa0pBTBSD87ju1Pm8a2z4dQZw63CalvWq/qS03rV5G+2HcZEfFfVm4a0o7yMdJSIvAlcq/0Rv1wcugE0NM8IqieeVS6no+c0Q5x7GoS7WtyrBLC2UYlgBcper2e/fRP/7QNh0P77d/+7Yljb33rW8fb1113nV111VX2/Oc/377yla/Yc5/7XDPLnx9jePe7323veMc7xvvLy8t28ODBNcvAsMFbbWPbZpO3lNVgl5FEJCxsRh+BRI8BdYuDfWx/bm5ufDs4Ep9IVrKlIDDKwz75hjZQ9ah0X4JG1ZNFnBjZUtG9Uh5Py9ZOa9pHFRnE/oF9JmsXiStrJ7MzI0VYDyuDaVl+lKnUj1FXJVNJvuyawm38x3RVnuVnhDDqVCLcJbLD1ueMBNAfXXECGEmg58X2lK0yG7C8Uc/SOIB9AtOa2qPi0kclgBcher2evf71r7cHH3zQPvOZz0xE/xie+9znWrfbtfvvv9+e+9zn2r59++w73/nOmnyPPfaY7d27l9axsLBgCwsL9BgjNYqwsTQ1sGN9mF9FQqIDjkTQCRh7lieTD4lfdAyKaKo0JisDkg9PY/Zhssf8WJYRU0YEoxzxX5VjMqM8WcSOEauMFKKeinRlJJDJxfqNkpUh65OxrdJkpImDjn00tnWhoj6sHtWvGaFRJBDzZL9MbtVOiQTGMsze7D8+4xuvff8vRQGZ/Cw9u66VbZVdVJmKiohKAC8yOPm7//777S/+4i9s586dxTL33nuv9Xo9279/v5mZ3Xjjjba0tGR//dd/bT/6oz9qZmZf+tKXbGlpyV74whdOLRNzcOiMM6JXehnCrDxzZY4vi6rgMTb7zwZWjwbg84buANit32wQj3KpFfpVlCcjb/GXlWG3r2M9KA+zsbIpkxfLxHTcLkWzVH7W15TNVL6SDNjnM6h8JaKXkRm0c0y7UM4+I48lctOEsJSITHb9sTbVhDA7HvPhhM+v5VarZf1+f5zPr21G/tR/9iwzk5fZT01emhBBRBOiXHHpoxLA7zOcOnXKvvnNb473H3zwQbv77rttx44dduDAAfuX//Jf2le+8hX73//7f9tgMBg/s7djxw6bn5+3Bx54wD7+8Y/bP//n/9x27dplf/d3f2fvfOc77Yd/+Iftn/yTf2JmZtdee6298pWvtLe+9a3j5WF+5md+xl71qldN9QawIyNkONhN62DZ7NwXZPXyWcTIodbfa+K8I/D2L5MbowDxPxt4swiaIrMquqUIJGsrI30sEugyYVnmfFmkjfUHLJMRRNauyo9OM9Y/LcFs0i4rW4r4NWmX1Zn1o1J51X6JTJaIhSIwuM0I3jSEL9vOiCA7H2zy5Md9nPHrPV7//sY/exmmpNf5nneUuUl9qFdMa3oNVFyaaI3qNOD7Cp/97GftJS95yZr0N73pTfae97zHrrjiClruL/7iL+zFL36xPfLII/Zv/s2/sXvuucdOnTplBw8etJ/4iZ+w//yf/7Pt2LFjnP/YsWP2i7/4i/bHf/zHZmZ2yy232Ac+8IE1bxMrLC8v2+Liol155ZUTz5X5IOnb0enGNLMnB634HU3lbDFCF+vCCEskGkiK0PnHgRTf3I1v+8b1v3w7RsZiW4r8YRSAkSMWaXOoMgpqIWH8xyhgtAN7kxmJPXO6JeeKdaGOMT+eT0VcWRork/UD1i7aEOvG8tNiGpLFiG1WryKKGXks5Z+GHJbIX+mX6cHe8s/kxrHA80ed8Xpgfd/ra/q2c7xOsn92PWXHmM2bEN6or6Pf79sdd9xhS0tLxUeJKi49VAJYcV5wAnjFFVeMF0X1wcYHQPYBeySAcXDFW8GxnD9vxxxuNqijHEgKcM1AX9rF7MklX/xzUPgVEEXS/BeJH4sGlMgIgzqO8rA3d5F4McLbarXG+sUFb1G+GB1B/UtyN9GVnc9SPYqYZSQwa0vJmp0DMx1pUqSsFPVB8pIRmtj+tO0pGbAMkwvzsv7OjmV5m8ih8uE+OzdsQqD+IwFl1zab+KF+JRugfZWt8ZeNq4oERt17vV4lgDOMegu4Yl2Ig2ocqNAhx20kPnHGHBHLIbHxB7OxDZQJiWKJPCFBjGlI6tigqgZ95bQyvZl8LA/TSaUpIhTJIkZAnPgykhVJfyZ/CeocMiC5YkQH07Ecqytro6ncsbxKm4bAMDKb1aN0iXVlZJD1MZZfERGllyI7JeKnZMa82XFVHtso1RMJYJRdkT9mJyynbKJ0bNIXM33xmqiYbVQCWPGPDnTGSATNdOSERXDYYqvYDtYZ92N+RvbYf8wfb3E7lHOO+WPekoxqH4+pgTzLgzaNt4BZRDB+8zTWH2954VdLsvOjkJFzhRIZzGyt6mbkMZbLHCyzQXZumcNm/bUpgYl6YZmM/JUmSlFORSjZb2aPEvFTeTKSiGMGk5f1EaWPIsSlf6U/LpaP+eL5wHFO2YjJiv1e9elKBGcblQBWrAs+oKiBLQ64Zk8+TI0DccyvHGY8HglHfD4wbivCx96yRaKEAz86GVzwWjks5vTULBzbYTZU+yh3iTSxZ/vwu8XxdjcSQLdzfDieRXJLZCvmKzkmVneTqEdWB0IRH5XWpE0HRo0ZUWgSgctkVoSyZB9F5jCPkk2RPVZXk2sk+2X1xHFFyZ/VEZ9BVr+K3DUhgOvdzvRQurKxNNuumD1UAlixLmTOhzlPFlGL5RFqwI6Ds1rXL67Th8QI5cSyioBE8ofkFmXIdMuiO4zoZMQK88U2MgKGjsD/neyNX3zptO1097T1W32bt3nbMtxiw8GQOt34TWbVNrNvE+IabcP0b1q2lDZtOUVMfRvLZXWo81qK0JmttXGTaytrkyHrdyzihuWakr8msmRtKPurayhrQ0XiMtLH0vE40ztOppvqG/fj+YzPPrNxs6KiEsCKdaOJQ8L8Zmtn3bGuOEhmUUHWHjokddzB1rlDmaLMeCs0c87YVpQlc1LKEbIXa9BmrF6lE+rt/51Ox7rdrp1cOGnf3vBtO945bn3rW9vatqO/w67sXWnbetsm2mfOpQmRaEJusCwjZLGujPhGlI5l8sQ28IsmGQlRdai+Wqojlmd9h9VVmrw0kZEdQ4IT05U+LD9us7Eg6qfkUv1RRY5VFFQRObNJgqiInqoPZW5q65im9ItEskb9KhgqAaxYF3wtLJx5xluDCvE2biQ3CDUQKqKBZBL31S3imDcbJFEeFglTjrtEDDJHz6KrLPrJ2lERTUWY5ubmbHl+2e7ZdI+tdldt+9x26466dm50zh5rPWbLc8v2Q/ZDtjhaXOPs8HN4mTwq2sp0V1ATiGkcHcoU+5giC1hW9dPYPxQ58/x+DZQIX3ZOMzLMJgtN+gori3Wr/SZpioyWCKeqL9ardGH1q7yqrdFo8hnfLK8qH3/Rvn6MRfGYfnj+znfyUzEbqASwYt1AUqJe0sBBHtf+Y9/+zQYpjLr4s2uMDDKyh+nRSXt9TG7mQJlsDCpylaUxculpinwqJ6AczRo5WmbfWviWrbRX7OD8QZufn7fBYGCdXscW+gt2eHTYvtX9lj23/1xrDde+SawiGSX92blHIqPOparT00rOkPUF1QarP7ZTOq8l0qjkjzZQi5EzmVi6ugYy2RkJyeRmdWT1nk89yvaKHGVtlGQsEdIm513VjfWwaGSJnJcmEJX0VURUAlixLuBAhaRORRcyUtDkGZhIgnzAU7c8IjCdRR0jucLnaDIHqZxYLKuik8yZswgqqyNz6CgbkldWj5nZyfZJO94+botzi+OXQFzO4XBoi8NFO9Y+ZifnTtplc5fRc9YkEteE7Ddx2KWyTR2fsiGTl7XVhPzFehR5zQgWI5KYXiI665VbERf8bUKeVLksupWRPCW7kgPrz87BNDqwX9wuRY5jvigjytyELOLYUVFRCWDFulCK0sRBSUXn2MDOnBIOdGaTUcO479FAJisjP2wQZQMtRtyU/MwGbJsN3Oo4AkmEIqpML6Zf/F8drVrf+tYZdcYfvY/tzrfmbcmWrDfXW6Nv5kQRrL+w7ZLjmpboZcDzy9rB/YzolOrJiCBroyRP1o9jGdb3sjaa5FVync8x1g77bnipT6h0Nr6USHdmM3YuMkKK1xwi9vlpiChe114Xi2hXIjjbqASwYt2IA0u8BeGkLwLTR6PRmhcrvM5pCEAs4y91xHbwqxjxH+tAIpOR1szRKhsxeyj9sN5IQGO0FZe2UfIwRzIcDscRvvH+oG1zwzk71z9n3bnuWAePAK6OVq1jHesOu9IZxW3mbJvYCQmrioSo/EwO1qb/q7fGS+Rrmogbkzc7zvYzgl3aZ+nMviW5lVzTEhYHO1+snlIUtmk6RtjYZATlYjKpthSpizZiOmf7ajLHyrE+zMa7itlFJYAV6wIjQOic3LEyMoP1eLmYJ5IcVjdzOIyoIcnE9thAii9ZZM7A9z2NfYotc6zRKWTkJbMBEljlYLAuJJabeptssbdox+aO2UJvwYajoc21nrD/YDiwpeGS7e7vts39zRNfQWBtKSfZ1PkwR1ciTSWi6HWwqAibHMT6WBTK85Scekm/jIiosijjejAt8YtpsQ/gdcmu01L9SKRUP1DXv7pOMF8JSm4mH25jm/gVEbaNdmC6Nr22s37FJsAVs4VKACvWBRyE4iATyRsSFTaIK4ITtxWRi4NZjPphNI+9qKCigUzPbJYeB2YcqFmUE23F6sT8imQoshJ1V+Q1yusRvuFgaAdPH7TT7dP2nc53bHF10eZb89azni23lm3DYIM9/dzTbTScLBfPb0YCVSQO90tRi6zeWDY7v0ia4yLZzF7sudHSflO9GFlQ9WbnVRFmdm3Fcop8lsg9O99qvwmxizLEPCi76mesPYSK9KlzmZFTVX9mE1UnK6vkzCZGTa+TitlFJYAV6wZ+FQOfy1Ozf+XM/Bff8mXlELG8crAsMof5mjhMJgsSWaaXch4lEhzTM2ehvlOs4GXj0j2DwcC2rmy1a09ea49sfsROdE7YYG5gnVHHdg122RWrV9jW1a3WH/bHBDD+NnHA6NQZMvJX0k1FAZHw+S/7Ogo60Wx5I0XQm+jF6iqlqb5QypuRC1V3U+JSkluRFjY+ZPXEtGnJOJ6nJucqs4cio1k9TIdSO0qnWA6XHFITQyVLxWyhEsCKdYF9QglnquxbsY6YR5EjJJXqVjCL9qADj7ei4+3dODg2jQjgfhaVi/lYftWeslkTshiPN/1Wr/8Ph0Pr9/u25dwWu75/vZ3pnrF+u2/dYde2DLeYjcwGo8F4HUhF+NCeigyjzVBH5bDQqWWOTyGSPfweMouiuD3xiyfqvDRBRixUftSxKYG6UDKq84x5UNZpCJsiOkqGUjsssqkigUyPTNdSmZJ+jECWyDo7pr6MhPrVKGBFJYAV64Yid2aTs0012CL5c8eL6Zg/tq++kBHrw4HP62FEEMs3SWO6e50qYqTIYJSHRa/Y4M4IJ5IoPI51OPnDMhuHG8d2Gtgk6WMEsAkhKBFnRRRjGfbLyB+L7OF/JH/xF+X2291YN65jqc4p287yoV1U/mkcupoAmE1HDLJ6pklj5IelxXLqWGaLkt7Tki3/jddPlk+VbdIWjqNMF3VdKZ0rZhuVAFasG4xoZNEzHHCzyJBHD9lgpogNkgCVt6mjc3mQDDDH0YRwZZE6Jl9Mz5ahiTLg26yMTKJsSGLMnvzSC3suThE/PB5lUEQuc2oxb0Z8GcnHNEb41D/qyxY4j9HtJl+yyfRV10BGEjJSz2ym8jGw86rITEbGpsk3DeHKdMkINLM9OxeqHnY+4rWA507VOy1RZuOm0lHtq+eQK2YTlQBWrAuZgykRm5iX/WLdbB1B/Pd0/Myc/8clYpCo4qCuSA/bjnXgLW+ckWOkqOSQ2ICPjghti2QCyzB9o9zxWbdYjsmANlAkkOnThAAxe2D+mCeSX/WPZK/dbk/8skkH6zfxfDI9UHYFdg2UyJ6qAwkIk62pLKoeJmN2LBsjsr7AyjL5M71KpBXPFU6CpunnZnx1g5Ids7Q4dqnrhaE0mVBtV8wOKgGsWBciqVLLY/h2dM5xwPWy6FhxOzrfLJoViZW6vYvOhUWO/Dc+68UGXFYHppmtJQoqqsO2sb2MUGdRISRz7XZ7jUNgcjLiE2VhDo450HiukQAoMtAEmZOLpA/JXyR+8R8nB96X4oLYzK64thwjEyhv3Ff2y2wb9zFftp8Rq6wfZv2S6ZiRW0Xc4mQpu+ZifiZzk36kyKYifkoXJZsioKptRYTZpzIxX/zFawnHovO5ziouLVQCWLEuZJGdbAAyW0sMsvpj5A6Ps4iWO3qUEQfUSNqwnihj9o1NNoir6AWzG9ZRytOEhOGLMg5cjiY+B6kITYl0o23juVc2yAhATMNz2gRRR2bTSP46nc74t9Pp2Fx7zk7OnbQVW7EFW7BtrW1mI5t47s9JINMz9qOSDdAW0xxjNsL0UnlVZ4mI+H6J2DQFXleM6JbqxPFGEW12vlibSj+Ut2QHJqdKU+WZbKhP08lTieBWzBYqAay4IMhm0XFbDe5sH9Pi84BIWNg3exkRiOQHb/Ox7/Eyx4ekVkVzUI9SnqxdPMbqVkS3qWws6sUIInPKjDzjMj6q7dheiQQzZP1OOegYFWy329btdu14+7j93ejv7Ej/iPVGPetYx/a299r1nettd3v3+JN4bpdok7ifkb8mfUOd+2nIXZOoGSIj93GbEQelE9oe+0upniY6KLLH2i2lY1pGThWBUmUyglgiYypipyKfpXOZpVXMDioBrFgXRqPyFzbYbbE4cEXH6ctrxAEMI1DReaglD7xelIcRHfZgNJI8fxYOiaYiLsrpM+fM2ot1sDJZZAlve5cIo3IgyklmxBR1UMv7nA+JxLYwIhl1QkKGbXl7rdYTt8GPzR2zOwd32srciu3euNsWWgt2ZnDG/mHlH+xE74T92PyP2c65nWsIcSSS7NNiWb9AO2dpTaBIJ9tX5fGX9dXYDnsxJuZjZZrqxuTI7JUR4gi1uoDSmemk5Mz6OcvPjuFYkMkUy6hjEefbtyouTVQCWLFuxAFNRUHMJskfe0nDbPL2HVvaxfN7HV4va8t/GbnCfFkaysfy40CdRQ0ZUYpQb/qydjNHxaKiUR4s4+cHz008b0ynkmNH2zFCnBEXfHEHCUimp7eJ/XLC/i2zewf32rn2OXvWrmfZ/Py8ra6u2vzKvG2a22QPn33Yvtb7mr24++IJWeOEZFwX2JcRanauYl5WvjRJUNvrJZOM9GS6oBwxvyLjGSFS7aF850MqWbpZviZp07RYV6Yba5/JYlaOdJfGiwhFGCtmC5UAVqwLOPCwAQvzsUELIyrxOObJZMiIRDZLRqeOdamoXdw/3zYjWWbROUZaswGekYYsihYJWpNIQ+YEp9Gd1Rf1doKvvm6gyCnrZ04GkTSMRiM7MTphR0ZHbNeGXbawsGAbN26ceBt6R3eHHV49bCc6J2yLbZEEB/tpnCxkL0ix9POxsSJKTFZVT0YcS/vTyN+07pjOro0SMoKURedKb/KWdGlCFOMkhsmQjWUROI7EtCaTv4rZRSWAFRccisCw7TgY4a3YdrtN68oGciRSqi0kfZFwxG0/HsvhrUVVP9okAh0sDvYYBSyROWyD3ZbP2mOETMmqHFS0o3LOql8wMoPEj9XFZMJtjDzi7eGV0Yqt2qottBaeiPzNz1ur9eTLIhvmNthRO2oroxW7bHTZhMwZmCzMWWe2ZoRbnY+snmgvPNdNCcE0xCvKhXI36RtYT2kyiXZSujP5mD2bkF2URxFDda4Y8VPtNpmYoQx4LTYhwBWzhUoAK9YNHEjYbdKY1/9jPka4kKTF8oysMHLJnB7Ky8gHGzQjgVARJzYQMxtlDoY5pKgHRlk9LxIvXESbOVK0DR7D2/DoZBlByyKJKi1zcBnUOXVEuSOh9Ld6h8OhdYYd68x17HTvtG04t2HcF/v9vg2HQzs3PGcd61h31B3rXfrH9lH/LLpTIkisPjyuiJE61yVyUDo3SDyy/BnRK+mFx0tEWKUzwog6M0KVtR3rYXU3vR6YfXA5oVg+5s9kVGUqZheVAFasG2wQVlG7EkljUKQF82AESpFHrBfTceYc24zElemknElpoGU6+nYWsYmOJfsQPJI4/AyeknMapzqNM2kSxYpyqwhOPOesDURc4Nrf6r1scJntbO2076x+xzad3WSDwWD8Ukev17PHVx+3p8491RZt0QajwcTi2G5L5ngZIUTZmKMukWFFMJucE9UepjEy4dtZtK2J3BnxKBHDUt3ZdtP6kFCx+jK9FQlvut+U3LJzocYG1K+pLSoubVQCWLEusEEGyZ8Zd+SMxKl9RWhYBCory+RoMrjGtHa7vaZcJGHqrWhFDBlhy8rFMvjmKduO+6wuPO6/8c1WpZNawBttjjI1cTxIfGMa04ORf7UWpEf/BoOBtQdtu3rualuyJXvozEO2s7fTNrQ32MpwxY71j9lG22jXtq61QX8wjgrGfyQLSBwywqOIbZM0ZhdWtyKMqj414cCJBuv/pUjXNEQn6/dNypf0bEKw1DWegRHYTMem+sf8irRj3tLkqWK2UQlgxbqAhIc5YQcbcNRtF3Qk+B3e+P1V5fzQgSlSiGQh5onH1Uw7DspISJnzRXmbOOWMuDWNpqnyzN4oE7vtzMiCAtad5c30UY4rRvYwIovlPN0JXK/Xs+2t7faj3R+1++w+e3z1cetb37qtru2b22fPmnuWbR9st16/NyaNkfxlJJDZQPUN5fAzmyrbNyFC06Dp+SsRmvW0a7Z2WSDWZ5vYAq/taeRj/VO1oUg4I8IM6hwrss/aV+dOyV0xO6gEsOKCIjoyjA7hdizj+eOxmB8Jlhl/blDlj4OdIqKMOCCRLJGdUhSv5KyzNhT5UY4BF7rG8tkx5ljVs49+LCKef0WkS+0qKD2yyAs6UvyqR7/ft222zW6Yu8FOtU9Zr9WzBVuwxeGi2cBsdbhqo9FoTP4i8WMEENuP8mWEBHVqYpeMjLH6Sn201Mebkrqm57JUZ4nAKbKtJiyeltWt+mR2PpUu0Z5NSFem/7RjAJJQZoOK2UUlgBXrgrrFEI/FNy6RxEXgCwteBxuQS1EzFX2M8mA+tYSNO/gmkTonPvhCRpMI2Wi09u1jRnZwUGfH/RjqjnbFOjNyoM4hOz/MCWVtKyjyjf1E2UF9ocO3B4OBtVot6/f7Y/tvGmwan4ee9SbKMrKnIoBRPtxWNs70V/VlBLtE+Et9Zxqw/qTswQhviRg3JYaqrcyW0+io7MTIc/xlfR5JGV476hypcRLTzKabuFXMFioBrFgX1KCM0SdMiw4IByzfxsER80QoBxLbUKQsmxErAqrkUQ4GB3i8be72KSEjPCwdHZKSO5Nd7TNSXKpDRWyY82wahWKIjyYocubOr9/vT5TxfspIZpP/mBfL/2NgWuIW+3s2qWHEOx4rAW1Syov1ZoSwRHxK9am68TrF603ZI5YpyZo9Q6nkwfpwzGSEktWfLdFUMXuoBLBiXYiDYhwk8Zj6akc28CmSUvr0HJML28IBMiOZKq9H+xgyksiI5zSOUpFS1Q62VYryKfIT61RysW2Um9kEnZXbVjld1tcUaY0ON77UEs9dv9+f+Axh1v+irUokkOnXxJ7xmDoXaC+sj+ng+4rkxj5dki3TLbvWMj0UkLiz9tVEB4+r/NnYVCJs0167eK1lY5Syl9KdXSdY3zRjTsWli0oAKy4IotNEMoKOGp2vI3NcsS61n5EBRkpZefZWLSNXZvzTZriNLyVEOVg9WbuZo49AAuVpKm+0C4OKKqCdFBSBzpx1plcTWZD4orOLZALT4mSlNFFhpA8dfOZomxIHRQIUWWF54icWGcn1dtj3uDMyxNJLhI/ZhNkqO8eKwGUo9Qclm8qnjuO4gjZgtmWkLWuD6ZNd90yvegt4tlEJYMW6gM6y1WqNn6vyQccdCj4LGJENeH4cCQAjU7jP3kguORWUhw3mLAJQikCw/ExmVY7Jwd5cxtvLytn47U4sr2TAc1c6Z4imZEellRy+ivbgOfN1/mIfjX1KOfEoS0ZqGBmMedgkqakt8Jgi9kx+//fzjo9kjEZPvhldmhAosqZsjjZpoqs676pMaexoUo5NMFR+JFuehmVKdmhqDyULEsaSfmZro6gVs4nyQ0cV31X85V/+pb361a+2AwcOWKvVsk996lMTx9/85jdPDOatVstuuOGGiTwrKyv2tre9zXbt2mWbN2+2W265xR599NGJPMePH7dbb73VFhcXbXFx0W699VY7ceLE1PJGh+KDZrvdHu9HAobOis1S43NbsQ0nLJ4n1hGdlVoQmM10GYHEuthLGZhXETXlnKOzZTIrkox5opNVhDTKEfMxh8EIjJIp5mXlMbKm6vZ8XobVpRxlkzX4Yr6YH9fyi/++QLT/xzTfjvWxdQHVyyJR5ybrCLI62HnBeqK9kPy12+0n/jttO909bcfnj9vp7mlrd9rjaxcJoooWNiERGdHJyisyldXB6lP9IpZpIkfpGCNa2GZGqlFWdhzLZ9ePqpeNBxWziRoB/D7D6dOn7TnPeY79u3/37+x1r3sdzfPKV77SPvShD4335+fnJ46//e1vtz/5kz+xT3ziE7Zz50575zvfaa961avsrrvuGi9i/MY3vtEeffRRu/32283M7Gd+5mfs1ltvtT/5kz+ZSl53KIzMsMGRPYSM0TbMEx1N/LwZc0BOFLGNePuLAZ1lbJdFAxgZZHXhG8SRuDECqaJqyrFhFAvzY6Q0I9iKuCLZVMQX61LORTkppR8rq/ZRDnzgPka3cHKCkwnUvwRGvpi8eK7YuVZtxrIs4pnJHAngUnfJ7u/eb0ftqPWtb+1R23YMd9gz+8+07a3t4xdjsE0mTykP9ons2s32vS6FWGeT6zNrA8ecTD48B+p8srbwWitFK1W50nWJdWUyVcwOKgH8PsPNN99sN998c5pnYWHB9u3bR48tLS3ZBz/4QfvoRz9qL3/5y83M7GMf+5gdPHjQPv3pT9srXvEK+/rXv2633367ffGLX7QXvOAFZmb2e7/3e3bjjTfafffdZ9dcc01jeVWEgOVBh6sGrdJAHsuyOtj6g8ohTrMddYiysnzo7CIBRlmxfOYossWqMzuq/IpwYvlo8+z5MNyP5wf1xDxIHDNnFqHqjMfYF1riowrs84HnQwDZL8ujyjedbDQlgrFMq9Uak7+vzH/FVtortn1uu3WGHTs3PGdHWkdsubVsz7Xn2nbbPrE0DkYe1aRjWkLRhKzEfUYgGQGL1wOTFfulapPpp/SMbbP68FpSYH0NyaiyhdKDlcH6KmYP9RbwRYjPfvaztmfPHrv66qvtrW99qx05cmR87K677rJer2c33XTTOO3AgQN23XXX2Z133mlmZl/4whdscXFxTP7MzG644QZbXFwc50GsrKzY8vLyxL/DHWgkFehI2X5GtHDgjcfx1iySqyiPqkPJkxGVCNQZ643ELt66dnkZYUbnhXJGXZXjZdtNIh7qXDBnwo7HW5BMVtxm/0yerBzKinJi2+oTbvHrHvH2Li76XPr3fEo/PIblo7woH/6irsxO9By3zL7R/oatzK3YFZuvsO2bttuGhQ12Wfcy2ze3z87OnbVvdr5prTl+TTPSpeyPsqhzGOvKyHxsLxs7VHk2KWRtsP6YtZVdy9OQPczLHoko6chuCZfsXjG7qATwIsPNN99sH//4x+0zn/mM/cZv/IZ9+ctftpe+9KW2srJiZmaHDx+2+fl52759+0S5vXv32uHDh8d59uzZs6buPXv2jPMgbrvttvHzgouLi3bw4EEzW/tG4TSkLqaXHLmXQYLDIh2xHFt+pgkZxPYwf2nwzKITTLcm27EetqYiAp20crCs/liHeraI6YOES+VX9kPSg20qMJtlZFMRsbjPSJoicvhberaP5VFyYPSN6ZbZIZ7bk3Mn7ejcUdve3m7tdts6nY51Op3xc4HbbJsdnTtqy3PL4zKxPLt+MrBrFutFfUrnlemf9XEl6zQkkkX1VEQv9j9G8LCc6tfqeea4Hcc0Vg8bP5u0XTEbqLeALzK84Q1vGG9fd9119vznP98uv/xy+9M//VN77WtfK8sxElPKE/Hud7/b3vGOd4z3l5eX7eDBg9ZqtSaeAYx1Yb3+y9Z3i7cVfd+3cZBibx7HNnGQU05HRf3YYM+cKdtXbTJ7MHKJeVAutKUqw+A2Zp+Ii/WjXkjA8La1ctpIUNExlohrSTd0bpkeDE2JM+rCZFT7LD3KF59RbEKqWL44uWCPWXi54XBoK6MV64161h60rdfrTTw/3Gq1bKG1YEujJVu1Vdtsm1MdWR9icrEXghjYJInpz2TAPsXOYZYv6/csPcqqJneqDkXomRxNUbJpRQVDJYAXOfbv32+XX3653X///WZmtm/fPltdXbXjx49PRAGPHDliL3zhC8d5vvOd76yp67HHHrO9e/fSdhYWFmxhYWFNOj47hU5YzVgj2Cw2krz4i+Vi3coxqoiFIoBYHuVEPZuWQf1ZpACdKlvGhumv9PbyaE90hKVnG6MMam1DlAnTM6LL7KkccKldBeYM8Xww4n6+TlQRWUZySvUzfRlBRULpBMy3O8OOtYdtOzs4a93V7gQRdYLYHrVtfjRP5W1qB0bIld6x7qYEG9MyMhft00TerH2mQ2lCxNoojSOlPqJIrBpjVduVHM426i3gixxHjx61Rx55xPbv329mZs973vOs2+3aHXfcMc5z6NAhu+eee8YE8MYbb7SlpSX767/+63GeL33pS7a0tDTO0xSKNGCEC2fJ6LyUk2X148ClSBxGu+Jv/Gef/8Lj8VhGlDz/NFADMjp8dHBIYFmdvh0dcEZMUD+Wr0SalSPMzmXmYGM7TRwW1qee+8M8+Ft6rk8t9cL0UbeFzfQyNaxNVp6dVybXcDi0zf3NtmOww04MT9jq6qqtrKzY6uqq9ft96/f7dmJ0wnYMd9hlg8uozZSM7BzH86b6aum8Y53q+ohpTcYAlT/276yfKx1VWumcZWNak2vWbO2kGevJ7F8xm6gRwO8znDp1yr75zW+O9x988EG7++67bceOHbZjxw57z3veY6973ets//799u1vf9t++Zd/2Xbt2mWvec1rzMxscXHR3vKWt9g73/lO27lzp+3YscPe9a532fXXXz9+K/jaa6+1V77ylfbWt77Vfvd3f9fMnlgG5lWvetVUbwA7FHnD9FJEiBHBLDrDBmnc97piJAwHeJZf6emyRGSkJSNWmX3i8Sxylskal6BpEhFAO2TOmkV4mB6YHuVh9WVEjzlY1AFlwl/vA8qOJblKNkHZM+fN9FQ2ZfC6mUxRx4kXkoZzdmXvSlueW7bDdti2jrbagi3Yiq3Y8nDZNgw32DNWn2GD/pPrHmZrDCKRVfqxfqB0z1Dq88x+LK3JWNTkJQxsp6SX6m+lvs+Ox3ritY7Xp5IX66iYPVQC+H2Gv/mbv7GXvOQl431/7u5Nb3qT/c7v/I597Wtfs4985CN24sQJ279/v73kJS+xT37yk7Zly5Zxmfe///3W6XTs9a9/vZ09e9Ze9rKX2Yc//OHxGoBmZh//+MftF3/xF8dvC99yyy32gQ98YGp52ezSowNsNs7Kq8EYBytFZuJxbAfXJYwRASSAODgrYoLfjG3i7NRsvjQAM8eEbaDDj7JnUYmsfWWHqFM8HrejvihXycnFfOp8oz2ZU0NiFtepZLdJM7Kt+gcjusr5KnspZLIoXWMaLnvj1+RwOLTt/e32w/bD9s3uN+1Y+5idsBPWGXVs93C3Xdm70hb7ixMLXyMJ9PrwH+3QlNCx624auzQZY2JZds1iGyVZMxlL9Suwfs3sw8aS0nXOyHBFRWs0TQ+tqPj/sby8bIuLi3bNNddYu92WTmBaZIO7Ex0fFNlSL/GZOdyPy7HEsnF5FhbRYM5bRV+wHDoc1At/kQBndon54mf28FYQe54yyoV2RCC5QTR1yKXoDdvPyDzmx7aUjdmkpamtm8qfEYvSdZGR99I26hT7uy8CPV5GqWV2cu6k9Vo96466tmW4xUbDydvgviyO/+M1gS80xG18MYytOccmD/9fe98aa1d1XT0v99qGIHMV4tjXLiRyK5qmMUWFJGCaJiRtXGgdGlGpJCCLSClpWiCyIGqL+gPyJ6SpQlWJPqIor1ZUVJUgiZTIrVvACcIGQnDDK4gkNJAWA0Xm2hBq+17v70e+eRhn3DHn2tfHAeMzh3R09l57Peac6zHHWnvvtfm6Ijp8rvoZ24bzVtvqZG+f48SB5WL5IyIc6ci2iM5bpA5XeyMi6nkcPHjQ5ubm7Nvf/rbNzs7aCSecYIXxQq0AFkZGa4D2gQkHT0Trc2t4rAhT69kXP1cEUM24o9spkVyR3C1SwTbkNBjWh2Shjiy3IjqctuWA+pI/LA9XopT9lFNTqx4qbt+8GBk5w7JbDjTKU9lSxeMVn5aMGbJ+o8ib98fjJ44fpJvr5haQvehZRMwX5c0IDuut4kbpuJ1GhDzqF/7P9vb2yWMYytjSj+VVxCxKp8pR5WM+rGekv7oLg2W0JjWFox9FAAsjIRuQ+qyKqDjKAStCpYiNkgM3jlbfOcX81MoCyqQGatRNyY75sdOPCF82SCsnF8nDtuMyIwLitkLiwGVzuRHxUUSSiZDKO7umiFREYpmA8oqvmlRk8rfQl9SY6VUxJM+tiYYKQ52xHEXKOX2fjYRRDyY26pz1j/KJ7I/hUXtQ/Z+JH57jShluxK36UEboMS+WVY0BOBGO5O0zmeD0fYhpK8/C+KEIYGEkZM6fB7TWKoWDtyTJyAsPpkqGyclJm5gYvhXGGykjeEUAy1K3hZUOLG9EWDB/Jr8KSn8MV6sd2bUMTJBYJ5Sbr0cknm2REVBVNqdTpBzjZqsokfyZnlkbXgzUpCKKl5Wt6gjDo8/fRW1VET4mexHJUySE7ZmRRRUfjxXpy/oJthGcBHZdN3geWtWDsndGznC8aN3mjtpzn/GE9ctIH8fDPKPJUmH8UASwMBJ8QOE3ANmZeLgCDriYXsXxYyyLH3b3wR2JHpNAP0a5cBDnmTUTDuV4Wmk4ntILVwkwrorH+SnSp2SMCGFEjCJ9VVyMn5GMrK7VRuEcN8tb2Qjj9YUq+3A4zYg8meUElXVThIXjoS2jthERM0X88JyPozqP8lV2Ue2IdWIdMkKDfR4nfT5eRc8wZrqosY1lysitiov5qjaeETdOw4RZtRUlR2H8UASwMBKyWxp8ayQaeHgQVpsWM5j4cb4+8PtD7+wI8BlALp8HYn9zlOV2OSI5M5Ko9MHyWA4c1BX5i8roQwjVCktGWDksIoqKsEQkMLNJ5KCVzpl8ikxEx8oOLSK8GPRZ8Yn6DDv5vuR0MfH6ED5F2HjyExG+qE5UP4zqJZsk+Tm+/OKTQL61zu2X6zn7KhEjaq8Zecz6jUrHd0gwD+zHkaw4nrX0KRzdKAJYGBnRbQ8ciNRu+dEqEK+ALWYVxq/zm49qJYCJVtd1g1tkqAeWG83WUbeITHA8dazyVOQsI4OK0DH4ZRGWQeWJ5UeI9Fbp1Uon2yH7j8pfDAGO5IvqrQ+Z4TStspT8LTKayaPyatlBkQ4mKRzG4Zxfi7irNCw3t+XM1hzu6Zz84TjAb/5yekVE+Rjj84tjrX7A8ZQd2R5qEsUyYZiyhV9nGxTGE0UACyMhmr2q69lgiMhmsDzIqu8C48ofDvyKBHpe/iA4rhI4GcRnfDICy6uh0YoCQzm3lm0U2cuIj4qD4eywlVOJiItyiiy/Ii8oT4vMIBTB5fpQOvQhuko/pZNyuGpywO1GlRHJEREoJB2LJaoteyviFp1n5DUjd6hn1KaySQy2WW7fmIf3/6mpKZuamho8GsI7Evg2Vup75kzmlM3UBtiRHZTd+kxoIltHfS9qi1x+a2JUOLpRBLBwWKGIUTb4Z7NrvNUROXsczBXR83h8+zd6CQSfmeK3YPlWMDsg3HMwcvp9yF3kDDJniL/IeaqwzIln8Vp5RPEiHaN6RtlZPteH32rN8mRZovrKJjYqrco7utXI54o0tEhBZqssDZ5nxCYjgdntQ0WGIlkymbNxQeUXTXicAC5btmzQP+fn521ubm7Bhu6KULV08bLYJhkBU9cj/bOJCpbFbVjZhPNu6VU4+lEEsDAScJbsTli9RJGlj0iBIlsRaVRf/OABkDfDRQKhVo8iwhcNyOhAWoO20p/1ikgcH/Pgr/ZF5PKVE2CHYrZwU2u12qDkzohl5mhZxihM1VsUP3OwqtwsHZbNaZQekVwRyeB22IeoRvn0JfKKmETH0X+Uf6uOIzDhxL6A401Ut95/eQUQJ4w+cfCVfu6/3I/xnI+VDCpOn3bJ8SKdo/7ft39hHoXxRBHAwsjAARXBzsrj+sCbrUZFg5uKzwNfRAb9mlod9MEVN4bFlT8cfL3c7CsI2TM2rUHX5eQBPCJ/qCfHV2SKZcVzJoZ9CI4Kj47VSkhG9FQchppA9CG/kbPtAzUJ4eNMz74rTZxfayKSTTD6lIXhqh6jNp2RoUieTJ9MViY4fesNJ3U8LnA8DOd+HsmlwiLdWnZiqM2q/T+bqChZ+tq8cPSjCGBhJCji5+E84PBg02e7FbymiJ0fcxjP4rl8fAkC8+CB1h2GcjbqGh7jNjOt1TL1Qgqm9WMvlxERHnacEeFi2RRxiJwJy93KRxEAzIPtppDZUsmsCGXmOLlNRwRL2SUKixARU5a1taqj6oKvZfUaEfRMhz5kn/NUb9Xy87OOaCLQZ+Lg4f48L/btUYiPetZXge2araYrHTGP6DlDVR6TPASfq7GkMD4oAlgYGdGg5ceRY2DSh1Dby6iBk8tlEsJ7yvGgHA3EarWAdfN4GfFgR8gyL+acnR+vXuCKJSOrAxWnRSZYp76ER9mpRa4iRx85YLVCpOqhj3yMKI/IKaMOirSqPJTOnEbVVcvu0WQL825N5rKwSAY1MeC4qi5bZM/jRIQOyd/c3Nwgn/n5eZufnx/61J0Cy8Q6u736EGbV/rgvRXZmXbOJKyKaiPl/pnthPFAEsDAycGBS39ZEZDP8iND423t95MB0GI63dbOP1EfkKCszInlMPpWsLUIS6RjJFq2KZYRFORmMEzmvTA4uS5Uf6Z0RJG4jkbNU5WQklclPlq+quxYR6tMXsjpVZC2auCgS1ae8jLwoEsrXs3w4LJs0tWSKVsjU5++cAPq5/zsJRCLI5TlZVMQ4kxUnr0zuUPfIFn3II1/DfFT/wDJq+5eCowhgYSQ4qfIBhm+zKMeF546IECkihWXxAOdbuaAMSPyiwdzj4LkapKMVGDWAZ7cylUNT8bhcfn5S5ZPlsRiy6cBb3a2Vt4wkKH2U3uzw+pBVJtqob+RQlXxKL8Zi4kbpEBkZWixJzspsTQZUWIsMMvmL8jNb+D3ixSKrf8+Tvwrk5I+PnQT6uICrgaw7/rfkxjFQXUPy15rMsZ6qX3Ofz9oLjzMqz8J4oQhgYWQwQfEw/Ffg2x8YrkgBp/Nj3tTYHQESPn/bD/PH+C575OD6PPcTDaZ9Vr/QoUeEl2VXeyCqMpWjYFmUU+CyVfwMTFJY9ogE9nFKKk4fopdda5HXvjKpOvN/VUY20cD8+pLZCBGxYdlbcVWerXyjuFnbi2RT6TBMlcXyM/nzPt66LYptGMcQdazGtQxcl622oNJwOarN4HZVRQDHG0UACyPBnXm0XYpasYocgZ/zrTi1AoUDLc782Sl4Xn4rB/NXpC4avFFWZYOWjVBHtBOnbzl0HLgj0uf/SBCzz0ehPNEKBdcpplF1GNknc/KRQ1+Mk4pInJKP21NWJyxnK99IrigskqmVbzQ5UKTzUOTpe9zKs0XMorStNsDt0tu6X4smbn4NxxCcvKpn+yJZ+Zqqj8gmalKgxjm8zuDJItc9v6xWKDiKABZGBg+MvIrl19ipRc6UZ9F8TRGIiHRiPurtw9aqgfq5DK1Nb9lx9XGkOHgrgqfy5LhMEPkay+Z6RSSR7RTpHDkqRVKjzZu5LK7rKO/ILhHhVDpFDr5FplSarH1FxEDpm8VRcvPb7VEb7FuXmRwtqD6v5Ee9IrLXaoeYBlf+uQ9l/VrdAYhsoOwT2V3Vd2ZfthsTe7QnT3yjMcDj4BhYKBQBLIwMHJzZeePn1DiuIj5R/mpGzJuitgiXcgzR84CYXjmcaDBnUhXpywO8KgcRkTx2qm7riAA6eEuKiBgyFJmJdGvpHBGCvkQtkjMjEVE7i4iWqusWsWzl2zd+1LZb6SP7ZPpzvmqyFMnfIsWK3LB8GVFGcP9S7YzLV+2Lfxyu4nlY9BwgrjYyiUP51ZY33Nawzpm0cZ9lHbn/Z222iOB4owhg4bAgGtAU0VKfTIu+xsFlKPjAyfl23fB3Pj0cy2KHgnmqY9RFkUWVF8/guVw/ZxKnVjDYBuo5wIgEcr0o59bHYbRWPpUNWuAyFdnJiIHKj+NGhKMPFEHh48yZqjYQEbW+E4JWnD4EXl3v0w8istaHMC5GFm7/3HdVP1NyKf0ywoe3TFVbjmRX55xP1rZdZvznOGpcVH3fbOH2MPwozWL6QOHoQxHAwkhobeYcOQQeCDEsWx3CfDlPfumDnS4O7hERU2QocopqcFeyspxMdBa7WqUIIQ7+rjuSQH470mz4pZdomwvWO3JOkX6q7lurDsqpZ5MBPlakpC+iNEqfzPlncfuSCUUalTx4LXLoLdkVMv34Gq9+ZflFkxE1XkQ2UecR4VWTPPWyGveL6LqXe6hkKhonInv3IbZqoockkPPNxtfC+KAIYGEkRATGbCFB8riZs0By5vl7ei5PkUZF6Hhmj6SIZcR/l6cPKUSdlbNWM3xOowhhRIDRFjzz9+PJyUm5KsDbXZgNf7qupVe0+oThyrlH+mT6qX8vI9tmh51mn0mFIo4t5+tycFncjlnOjCz0IWooA78EhXEwn4yMM9GMSFU0IYjiqv6r+psaD7g9RYRXyYxxW9s/uQ2V7Fk/d/DjFBynNcaxvq3yFcmLbMrtOrJjYTxRBLAwEqIZOjvBiCi2yFCrLCwTbwFzOjUY+7Yw0SeinDBiOkUI+a1lJhroXDFPjuP//NY0z+w5DpPAycnJoX8khiwzvv2YETzWSxF1RbTYEbFzzuo/A8qovivdhxByufyv9FDtqE++LHOG6Lq6/alIalaOImlMZjLio/KLyotshMgmDXw9I3tmtmDVn+OxPBzP2zWTQo4XjScZGesD1l3ZieP6NR4zfZzhiYKqk8L4oghgYWREDoidFTt3HtSdwDhwgFKkSJEL/l4w/kfAQZ0JWuTwo0GeHRffImebsKyRXRSYgOFvcnJy6OfhvgFuRPL4P9Jf1S076GyFgsMjkqv0jGzQipPFzYgJg4khE1uMx21d5aXagorP5aprKm91PXL+ylbRamZGcFr9AgkX6xSRlD62zPTLSCH2+0iviPypeNmYo+pP1VNG0Hys9Dg40cMyIuIayVEYLxQBLIwEHzjRYUfOhp2dcuzKGUarKspRqrz5mjpXD30rh455Z45KORle4YicovrHcjyMt1LhVYDJyUmbmpqyqampgbOYn59fQHJR/owEYzkRlO34WBE01FfZistVRCUj1Wzz7HOFLT2RvLScaB+HnpG3SH+VttUus3wikufxFyM7yh/1fZWWiVMfwtv3WkQuW6Qw6sd+98DP2X59tltpEXQ1IVNxeL9PlkONkd7HD+WLLIWjB0UACyPh4MGDg2/1OglEx8iDlnrbF49VGkUOo/wR7HRwUI5IGsvCcuKzcqiTX8ugiJRykPw2M+eBAz/O7Jng+L/fCsa0kd4t+7JN2JYexjopZ8crhBFRVO1BOcisPUS36TNE7SAi6RmBycqNCExE3iKSG5WbldciUqqNqjwiOZDI9i2T00T2QOKlJoMqbd//6Dk9paOjdeeA0Wq33MYwXUQO2dZ923phPFEEsDAS+Lkb/NyamZ75R1jsQIjlYFz+z5yQ5xHJx3rwbSK1opUN/n1s0ff5OtQv2jIGbwFjnIgEMjJiHumo5I5s7/HYgfVdOcE88J/JSrTS0ifv6HrfNtQKz4hkH/tyHn31zohYhD7kcTHEUeUVyYxt2Czfq1D1VT9W5fJ40TeuklNB2SqyW6QT55dNOLk9qDbR6meFox9FAAsjQ618qFkrXjMb3qMqSuMDmdpImstUMkSOpUWwWDZMFzmUaABHZ8SIVpMwPa6oRg+6R06QCaOyjxPIFmHtQ+azMtGW6JgU6crywPQRsjeEVb6t8jAd66/IZlT3ERFiMslyRWkz2aL46pzbejZBaE0KVBmZDbIJDsvItlFfr1H9LSNzGSlle6r4Lfuq9Goc8X+ezETjlqorvyMTEdlsLCqMH4oAFkaCD8Jqt/qMrKlbkkgK+OfXcfDEGa7Zwlu8KE+fFSMEb+0QOYnMLp6PcmYRYeP0iqiyLTC+O4H5+fnBb25ubhDfwxRB9vQRIcniI5nLiAGnZZvgdTWB4GPOV5GgzM6IjIi2wO1ShUf5RYQiI9BKXmXDqL8o4qLKyYhhFle1S+7zTkYU+Yv6SFS2ao+ZHlG+6nqUpg/5i2RF/aJxDYFEV31mM3p7m58BjPp2YTxRBLAwEnjwMYvJFp6zM4o+65Y5Ai+fjycnJyUZVLJkxI6JJcZTqxgeNyKMSh/WXcmm5OdBHb944j8kfkgA5+bmbH5+Pn1mqS9BZZkiW2JcrPsWMY/yUMcYpshgRkz7lpeRREUCW+S/RfoxPJOvL3ntS0RV3IgMZmk5TJWv8uE+xsetSYQqRz0DjD8lbzRB5DiRvEp3bptR31Okj/PmcqNvsLOemd6F8UERwMJI4IGcz1ukgdMpcuTHkfNkp6C2Xske6mYyqmbieBwRvIisRqsTqky2HQ/SSg7/dwc3Nzc3iIvbvuA5vg2sVgUyMteH3PXRn22v6rY1mUBbsV2j+JEeWb1mUM5claHquQ8Ra8XFxwIUqc6IlyIhi5lwqXhqkqLk57Ja/UfJocqK6kPJruTHiVHrCzncllvlRrqozcSjMQhJIW+bxWOdTwYjIlgYbxQBLIwEfhCZB6T5+fnB6pSHYRx+MYEHwWhFJVvJiRwNHvvgiXE9jB8uj1YBsmuoW3Qd80EnkBER9Swkkj8PP3DgwCCct7hRDkGVFTk0jquuRySgtXqn8ohIgSI7GJZNHlpkAfNrOcs+hE7JmuWj0rs8Sm7VNqL8W4Se+2Am72LIaqQTQ7V/NTnAcngCqGSJ+orKX/WLbFLG/1GdM7ljfdVEMLNdq//ihu+KBNbzgOONIoCFkcFOPdpuxWx4vz0e3PAbvhjm/0gkVdnRwMmDq5IrI158zDJjedEKAJPJ1jnrohyH3+qemJgY2n4H5ZmYmBi6FcxyM5RTz5ydImARMVDkXR0rcqdW9/Aa/1TekewRyWtNALheWuhLvKLyMY6KG33RhXWM6ki1sRZp7DvBUfH6ENVWv2xNzloESRGpls2jPo5oTVyV/XD1LiK9ymbcr1l2JHv4XygUASyMBB9QfNDBDVLn5+cXPMfiafw/GhgZ7Mx44FSDNg/uPINXRFAN0Bif9x1zqGd0lCNWebMenMbL502f+VYPy4V5Kd2Vjfs4fyU768Z10JfAYd5RnWN++Jk7P1flZcRV1UckA+uXEcQ+dlHyKELJ7TwiKdF2QErHlsyR3BHBZ904XOmAMnI8Lj/qm3zd0fpGr8eJ7I3yeP6t/SRVn2Bih2lVX/O+HtkZdcH6VivAOIFmOftOXApHL4oAFkaCD1ZqT67IWXAc/JIID7jozHyww9u3nhefK7KAZIDJnOsSOQskGEx6uYzFOFF+9gdX8lAu3taESSGunjI5ZjtG9RERVeUkMiKJ9vBjvh2OsmZEj8MUqVY6okP0MlubBqty2RaKTHJeUf1HbYRJkco/IzuqzUaEJyK4TNCUHhFh4DD16EOky2Lk5HFBydFXRr7WInKqXrJjBN/14Hx4XFIyKH15xV/p4O3ez/n5xiKA44380wWFlx3f/OY37X3ve5+tWbPGJiYm7Ctf+crQdXZ2/vvLv/zLQZxzzjlnwfUPfOADQ/ns3r3bNm3aZNPT0zY9PW2bNm2y5557btHy8gDj8JcN+LaDh+OAGn2/1wc1NVAh+VErI56OiSkOinjOA3zk3FkW5SiwPIyXkTDOj9MomdCe+PYv/vCav/zBdRD9lP7R9Vb6iChiXfO3TP37pkwW/ZyvReF43b+Kwt9OVZ/TymT2uKreonRsmyiPyJ5Z21F1xC8AZDI51H59Sv5IBtQh2zQ90xXzwzyiNMoObLeM0LGuGSnq0y4i4paRU34jnyeBWI/8TC/qg30/6sd92kVhPFAE8AjDCy+8YKeddprdcMMN8vqTTz459PvCF75gExMT9nu/93tD8S699NKheJ/97GeHrl900UW2c+dO27Jli23ZssV27txpmzZtWrS8inA4cFDyc0Yf58ZAUoRpVDlMItVtaB4cFYmJSBPngYMwyxIRWTxmh6fyVSQUryPxZtkxLesakeKuG94/sA8i58P/KoxX8pjgMZnzr53wMZI8JnwI/Gwek22WQ9UdO3pGtFrF9cF2UWnUsSIvTBKifNVkMmoDqu1G9ankU6SM40UkifWLZFN1F/X1SBcuy4+jFdqoLPxXE1DOO4vPMqpxg8crnnyzjn37cuHoRd0CPsJw3nnn2XnnnRden5mZGTr/6le/au9+97vt53/+54fCX/Oa1yyI63j44Ydty5YttmPHDjvzzDPNzOxzn/ucrV+/3h555BF705vetGi5ccBCAqTgA150y83z4ZVBHrB4RQFXALMZvRMCJWPLAan8lKxmL92WRafn4UpuLl8dRyQJZeFyPGwxTsehbBTZx+2gHKeSVeXZWl3xONFqXjSR8HaJt8yjvJUdOM/FOs+oXam6y8rFNByf+wATlIioqvwXo3uWXsnW0p3bCsudEbxIhkj+iLCpPPn2KctwzDHHDCbAqm5QLtZT6chhkQ24z6v09bZvQaFWAF/FeOqpp+zrX/+6ffjDH15w7cYbb7QVK1bYW97yFvv4xz9ue/fuHVzbvn27TU9PD8ifmdlZZ51l09PTdueddy5aDpzR8rGa/fNKDA9S7oSjtxqj2X7mJPg4cgJ9ZtxqpUIRBkS2eqDCld0QOLPnlcHsFnAUl4+5zGhliOXnVQfWMXLEGTFUpMDhRHDJkiW2dOlSW7Zs2eC3dOlSW7JkydDqYOv2MdcZyhG1pUifbIITISJXrbbGJDsjNKpvKMKh6qdPm++jA6bPVuWZSKl+oWRQtzhVm221cdbf0yp7qBdEsjaPcqjJXrYqq2wbXY/GM7R9YTxRK4CvYnz5y1+25cuX2wUXXDAUfvHFF9vatWttZmbGHnjgAbv66qvtP//zP23r1q1mZrZr1y5buXLlgvxWrlxpu3btkmXt27fP9u3bNzjfs2ePmQ0PQO5UPYxfXFArAIq4RQSL0+HAOTk5uSCecnZqRQ6h0nCeapVFOdXWaqKSVe1dp/RvwfNSq4Eom1pZVLpGTjwKw/S48sblKwfMNuR2gqt+/puamrKpqakByWMS7OQXJxf4UlGkT0SIFPqubkardlGb5Ly4fyiChHH76JaRDE7H6blt+bXMri1Zue1HabkfqrRcdougMilrjUV43Kd/RJNV1pXHVvxX+bby4/M+40jh6EYRwFcxvvCFL9jFF19sxx577FD4pZdeOjhet26dnXLKKfbWt77VvvOd79jpp59uZvEKRjQoXHfddfaJT3xCpok2oFVvA6IT5JkuD3AYX5FKL0N9YxT1wTB+Iw/1UGWq1Uf8RU5U2TFyxjzLx2uqDCYybhe2gXJiivhlRLVF/Fp6ehnqoXaUGclq5kQVCfTn/nzFz/XhbyH77TmUz+XAtsqyK51Y38h+LSebkQtMr9qGIspZ+8uID8dnkqpIVR8dsrz7EJmsz7BMUdzMvpg2Ir9MZCNiyvbKymGCHJFKNR4ofVUdcP/28mrVr+CoW8CvUnzrW9+yRx55xP7gD/6gGff000+3JUuW2KOPPmpmP32O8KmnnloQ75lnnrFVq1bJPK6++mqbnZ0d/J544gkzi50Df57KwbNfRehwsEKCoPZ4w/SKiKpBmckgx1Fh6uULBbYFxo9eAvHwiExFckVvSKq8lQNB3VR8dTuXZYl0UnlHto3kzUiC2wsJ4JIlS2zZsmV27LHH2rJlywa3f/nFEE/HP87f7c/yM6K6wzpUefMxT46ivJhAqbw4z6j+IuKR6aDki1bcFDmObJmFq3iMFqnkdqna+mImbipf1DuzZ6vPMNHL6q/rugUvqCFUfrX6VzCrFcBXLT7/+c/bGWecYaeddloz7oMPPmgHDhyw1atXm5nZ+vXrbXZ21u6++257+9vfbmZmd911l83OztrZZ58t8/DnqhiRQ+Ln9/CYV+nUdzARyplEq0cI3rMPy2eixlBhap9CJQ/qG60s4QqAWjFjW2SrldHsX62+su0RuCrHsqj46JwiIsN6sN0472jlSq1cenwngRMTEwOyx887ejwlK5JJtaLKujCUvkov9YyYyitrm1lbbRFIrlfVHrjsrP4xvNWH+HrUbqK7Bn1sFcnWkosJVqSXuqbattnwbfGobXPZrRVMbJtqzIhWgLntYZpaDRxvFAE8wvD888/b97///cH5Y489Zjt37rQTTzzR3vCGN5jZT5+/+5d/+Rf7zGc+syD9D37wA7vxxhvtt3/7t23FihX20EMP2VVXXWW/+qu/ar/2a79mZmZvfvOb7dxzz7VLL710sD3MRz7yEdu4ceMhvwHMhEYN+GYvrfghKYsG0cX8s1Mz06s4KGcfZ4rhOJgjUYpWZPCWi1qdVGWgXVqEgs+ZKKnrSLjVKk5kk6yeIpm8LNYBnTzbjokdpuHNvnkVx+ylr894Hp4Pk6KINCiiGq1yss0d6g3zPkSObcdyZOcoUwRFolVbiWRryd4HfdtXRMhcD9aJw5W9Wzbvc5wRWTURi4jaYtEi4thWoz6l9BilLguvfhQBPMLw7W9/29797ncPzq+88kozM7vkkkvsS1/6kpmZ3XTTTdZ1nX3wgx9ckH7p0qX2H//xH/bXf/3X9vzzz9vJJ59sv/M7v2PXXHPN4EUJs5++Jfyxj33MNmzYYGZm559/frj3YAZegWJHiISJV8yUU1YDF78YofJXqxbRKggOwtG/IiRMPvrM3h1q6xfepoVlRLvg7B/zULIh+pIHRcoUlGzK2UaEV50rMh2lxUkGvuDhz/oxacQ0qC/LG6EPqeojN9dPH0KoylUkw8N54uBQL2lkZUckLTpXpKdVn0pHFTfqH9yXuF22CJOKkxHQjNihHlH99NGH71REspkt/OSfX1fjoPrPxsjC+GCiqylA4RCwZ88em56ethUrVgxtpIsOF50xkk8cLLPZPA5qTB6j9JiWn+syi1cR+HpEND1fRbrUSpAiZKyf5xvlw85dOX0EPyupys7shuHK8SvZ1Vu+6l997YP1y8L9Gj7351vAHHvssbZ06dJB2oMHD9rc3NwQScQ3gvnndaCIgXKeqv6iSQy/9HKoBDCKo+zLOqDMTAq53voQqozYZWGqz6h2pfpl1G9bxKvPvyLOSn4cl3hS4tdVe8lsg2hNOCIboGwoVzT56LrO5ubm7IEHHrDZ2Vk74YQTUrkKRx9qBbAwEiISk5EQJk/ZoB6RGy9PpfN42SwXnSDrgWXz7T+P03rGRw38KLNyVpkzxDJRFi5DvUWtHAB/9ULlhfIpB4LH6lkiRVYV0WCZPD/c+oLzdFv4Ld+5uTnbv3//AjLa2v+wRfzwOCPzbGu2UzZR4DDOQ/Uh1eZam2G3Jj2ZzOp6hCiO6jsY7nUX9R2VF/cVRb4j+VS/VvpGduOXK6JyWu0hC+MylVx9iC+/cZz198L4oAhgYSREg+/BgwcHD+Yr0oIrFpGTY6gVPbUCwqRGDXh4rJ4JVCQ1IkJMSqIZvCJDEelQtlKzfYzHtsycUna7iR21h+NKhyIskZ04L7WCijbk29wYxreqneB5mBNCljsjf/wcobJXZKO+Tlvlr0gcnqt+wTJ5HFWXahLB11oyRfplJKJFbjhv1CGyicoXde5DqJQ9WiRRjRsZccraEOqq9FcyZiSVr2XPNns49pMigYUigIWRgQ5arUCowd0JogOdAK4Q8LODDnZ4SBaYYKnVl8hZZKSxz0pMRHoieykyyfmwg8D0eD3SteXEXSbWSdlI5YG6KgerZOKXOlRcj4N1gudO4vDzW0wAPdx/ivThT9WJIuYR+pIi1LmvE+Y2EJE+JWPUvrL6jiYfTPw5bdTWVJxoApIRH5WHul0bESZFihdLhJi0ti9DNBMAACxFSURBVPqdmhBx2Zk9lf0zQujn2a3+In+FIoCFkYEDHg5UuDLBJIUHLySQ/LanI3JIqsxITpUXhqlzJEm8CqlIZ+RUMdxJS/QCBJMp9ZJG5syjlRHWuc/WJKqMloNjqHpR5E8dI/Fzmf1NW7cjpov2oETi5/ko8pcRwL5tJrKBI3uzmGVnm5stfJYyKgfDItnUtcweHK8PgeS2rOIoWTKynSEaO5AsZnWH7ZvHLtZdlaX6fWQ/1jXSP5pQ4jUsR5E/JstFAscbRQALI8Gds5ktcF5M5jKCowYi9Sk5P+cXTdgZRvtbKUeA4RkUMUWSi9u+MIFRTpadY0TqOC7bj52P+lxUiwAoebP00XGkD4ZzOjV5YOIX6aVWi7ndqfKwDGxPGB7pxrZTdlNxOW+2qXppCMvBvNXLHopkq0lBi2Bxm43qJ0NGdliOPnllE75WnopERX0yklcROEXyPDzrQ4uZNKgyuL9y+R4e1a3HrT0AC0UAC4cFylmowZkf6Pd/fug/IzaYf0Q+FOHEOCizIitRPHVdDfBqoM5WJdhpMPmNHFpESLiMlpPJ4nn9tEg7XuvjXDBflsOvYxn+3BKnw7iK3EfthI+x7lqkpE++GBaFs+4crv65f6E8+K/IA7d3RYqV3JE9uK2zrq0taLI2p+SN+jHrneXL6SO5WE9s2+p5ZCVTZNeojKh8vx5NMjLir6DaT2H8UASwMBLUm4f+aa1olU6FRQOqx+FBPnp+DI+j2THGiZwHls3/PnvmFRt0fsq5oj0UeWQbRbJyGJar9t9TNmm9bRntnRcRGT6OSIqSyY/9p577Q1nUNkNIEtQkI5If65PJX+RcIx3wXJHKFtSqjmp/vKWSmiBERC/rC31kjHRX5WO8LI8onYdF4GvZLVJsN1gnmW24DnkMyAgm53PMMccMPa6AcZjsZvWJJFT1Sx5r+HqUrjCeKAJYGAn8bBrfslMDcnQr1eHXJicnFzyvgwMkkzYO9/iRU+njbJSzdB0iB+vxnFggGcqcTYtoKBnxpYfMgbGt3BlhftGqmtelcnqRLbEsJvmKOGBZUZtwfT0vt6/HZeeoiDznx2Hq+bCMCCrSj2mj5636EiTPF/faxPYUEY5slSgiwXysdF1MumhCFiHrj1l9Ru2lL/lVZWf5qviRjhiuJn5M9FQby16wQr1a9vbw1qpsYXxQBLAwEqKtWXBwQifI27RETglvB/MMHMtg4qdmy5g/z7aVc/By/RjlUPL66lG0GoL5qNm90p/LjBx+tgEzlxnpzMSFy0BixLL2Ja5up+jWtqo/lg1XjTlf1JsnJErGiAj4cR/nmDnaiIhH5WOYIjv+89V1XnnHFcysPlU7jQgs/mdkKNKHERGpjKRlbSvKN+sLmSyqbG77GL+PjFG7iwgYt4GI9Kmx0Y8zwo0kUOlSGC8UASyMBF6d8DA899vB2WoRDlg4sPEqIg6KTD45PCI0LCM7PeWQeLf/KD8mSkziPBwHdiYvvIN/VBbbT8mlziPizWHsQCMo8pbFzeRGO+LKCafFMtHGvCVR370Z/TgiUZ6fWmVRhBXzjsigIhwR8XM9/QsoSAJdBt7nMLN5i3wocog2wjCuk0jviPBzXlF9tdpWpl9EpJT+ZvHtZNVvMoKY2YplzYgwy8+Pn7AM+JZ5RHYLhSKAhcMCRWYQ6vaf2cLbG0jqoucC2Ql73NZsNno+zvOMVjRYXr81rcgA56m+esDOT62MeVwmVUxKWEb18gWXx2FcJhIhZZ/I8Ss7ss4qTXTsaD3bpUicsoEi4iqdykOROiVTZP8W4UCZopVfJ32Tk5M2NTVlU1NTgzbmW+Ko59yYtCFZ7isT6qwInpqkRflwfJVGgdtY1iZYnz5fGFFkV50rEqsmAaq/8Jig2pOT+D6TltZ5REbrDeCCWRHAwmEArsJgGA6G/GYvz/4VweDrGMbhWKaZXsnzcP/xMzkRieEBdn5+fohQYJ44wGP66MWEiBShrHwbUzlLdRu0z/OHEcmLZIlWZtQ/6x85VGUHJYPSnZ8BxPpoEWhVxxGZxzhZu1Jpsjwxj+hZL9bvmGOOsampKVuyZMlgdX1ubs4mJiZsbm4uJIEsV4u4KJur+JGeKj9OH9miT5gidRlpQjtHevIxt3u10rZY4pZNkrDsbBzhcZTrAXVmMtoi2oXxQRHAwkjwz72ZvTQoK8fCgyITGvznazzAqa9gcNyI5GTlYJ4RePbMhC9Kq758wfH5mlqJ4OPsjWIuP1rJwPgcj4lb5LyUs4rqnfVTJK1Vl5GTZf2iiYNfj0ggI2pPreMWQVR1EqVlm3J/8/rCOBHhzc6ZRGfElxHZgImU6tdcR1H98XVuUxG5xDgte/S1Fcuu2rzH8Xj4RrCSRbV/FZd153Amf6ot1ErgeKMIYGEkICHLSBAOanjLkx/sVwM6Xs+eCcSwaN+6PisEmG80wPKXHJTTZtnxerQiyPJyXBWHSTGmVbopO7QcvorH+WE6XqnIvpaCZSn91YoIk57oNnqkqzpX5UfOnPXOSEWfPQkjssyO3G/34ldQVDvj+le6qXrDtBHZj+SPkF1vEeQsjSJGEaFk+aPJDJeBOjAJV308InScD7bpPvbJ8lRlRukKBUQRwMJhgfpEGhIYtbqD8XCQUt9ydVKhBjkmG9HKAZejynb0ebDb4+Hgn+2zlZEbReQioqKQrQRE5fm5WgXICI0iqJms7DQzspoRS7Phz8DhhMLjR4RFEbuI+KFMmGdUN5mNlUx9CBaTPi8fN8N2e3hcfzQh29NQ6aV0iuTBuIshGZmeeB49K+xh0a4DGCerS4/PbV4ROEWmswkBp+M4nJZfLFPtIprgct4eX/ULbusZWS+MF4oAFkYCrvb0nYkqcsakENNgvvgCBqdhQqdWmZT8LJ9yBGqQbz1Yzg6OZZycnBxy8Aq4uqXIl3KsKGM02CNh5XTKYUTOF2VQjgnz5beb+5AfVYccjmTIz/ltYLQJyqdITVQf7FBRTkUI8ThbkVbth18eQoKH+vobwW5ffxHEz3GlWtVtBmWbjCRGUHWlwKviHFdNHNV1t516c9/Mhtqh0rWPHlmdq/gqDrdbTIMyRy+4cRvE9FE7jyZ2hfFEEcDCSEAHZKaf1VErY46IFDI5xMHO8+Tnn1Cmvqta0UofD/RqoI1WRXhwVS+bqEEZr3s61l/plA3mKh3r2FpxUDZRMqg82GFHZSly68ecV+QMo3I4jln+7JOTXfU1lKzsLAzlWszXGJD8uzxzc3NDhA8nIk4AeRWQJwRRG1B1fSiTK+6TfK3PWMD2y8YIlhfTqT6ndOZ8VNvMJiB9SKHSi7fJwvTZBG6xBL4VpzB+KAJYOCzgQRL/lSPlGb4aVHFg5ZdLsmfoMgejHBtei0iDX4u2f4kconKqijxGKxsROWT5OI5a6clWRThelFatzODXOdgurJuSlctnohKtWqEDV3JF8kZOD+0TPaSfyejHLKMimxEJVMSV9/Tzn9oLkEkgrwBmbXQxJCEKY/LF17l8RbA4fyZ/ESli2aIXpKI6yfLKdFBjzmIIsiLmmIbJqLJ9Nhn1toJpow3SC+OFIoCFkYCrVWpw8gFXDVA4MHFcj8Np8TqvkHl8tVVD9Lk0pQ/v04Vlq+fAeOBnp8a2ag280QoHk82MHCqiq4gqxuVyWIZMZ9aPERFVpbu6xa/QV+eWLF4u17XHzUhoSz9/Zk/FU30lIgB8W9PDFAFE4se3O1v1qtpCH0QkU+kV2QLjqdvBigQuhrT2kZ91YMLYImAZSWN78q1dngRgO+ay+JECRUJV3op0FsYXRQALIwFJl3oZw2zh6hYP7iqeg587w7eHFYH0MCSBkZPkz72pmXhEulrkJdKJB2uXFe2SOQB1jjooGRQUEVjsM36su3IuWd32LUe9+JERSiba2WpPRCQyoobhSldOpwhRlBfmxyuY2LazSRW2cQ6LdFZhmU2iyUlkp2iSlNklIn5RG2Id+5J/jB/p36ftt9qlOkdbtMiskodtg/ng+KGeXy0UigAWRoJy/NHgogYtMxu8DGFmC271qgHLj/Ft4YiAOLLVBsxTkddopq50c5nYSSsS2ZI1I39MMnmQZzBRUWQpc35MSJFAc3rlyFl/JjacLqoPPkb9Myfs8bJbryyvkiNCq31FbS6aaPB1JveZ44/eAlZtW7WJiNSyPJl9MpIREauovfOPy8W2yXciWn0Nr7Fcbm81/ig7qEddGCqfPv0Gr7faFsfjiUWRv4KjCGBhZPjKBA5m/PwNv5EZzep90GJyFzkAdIAYHg3MyrnhAIkP3UcDJ3+EnQdqfu6KSW0GRU6QaGVfGmAd2Tbs+CMnwo44Iq2Z04/sjzpG5Ffl7ekiQsJl+rm6npEuBjtoReSj7TYwfSRrBCb0mD56nEGRPpeP22ukm4crYteSGWVX+ai+i2UrYhv9srpkcD/mtEpWRVJVnTKJ43LZLlmbU/HxX8VRBF/JEdmlMN4oAlgYCehkHOy8MJzD+Fp0Ha8xGeR0eMvQw7uuGwr3c9QBiSwO7MppcvnsJCYnJxfkjeTWz9UzkBhfkZ6MfKHcausYRebYOTNpU05LET0OVw+as36cXuXJ4WYLSTHfzvc4kTOP8s2gyB3q0nfvyIhgoT3Uy0ZcvxEp5x/LGqXF8v3ZxYiUqLyyuCwjTwiR1PoP4/ALL6xT9IxeRHAxDOXiyWKka2uS0qfuVVouj8HjGufLY1pEUrMxtjA+KAJYGAlMxtTAh86Zn3PDPDAcz9HZqy+B+MCH5UXO2B+QZ7DDxfyjMJZXPWfDjpUdIDvQPgNzNrgrhxwRHNZD7TfYkoHPI8LXl/z7uZI5IrMRUVS379B2ra2JInkiwpPJHBGliDRF5UWE2/XFtIoE8iSJiXhGjlR/zWwQ2RbbGgPJHx77D/PBn+pD6pj1RV3NFq7us00ifbgOVB9g+0R9ldt01B45jWrrakxEotv3bejC0YkigIWRwIOPGnzVQ+tOgpDA4YsdamXATJNFP/Z8cQD3zXNRXuUE8DqC5WadmaxGRCca1NEJow5qSxU1448IDsqbrTKq/CJ79F1BQALm5Xsa1FU51hapUuRXEWxFavC6h6t0EaHEc0WUWvIj4VQESBG1qJ1F9dKSg+XJ9Mz0d0QEBuOy3JxGrf75b3JycrDXKBMttCFOACNdsJ6ya5ENOR6TPJxUKFmivqfqWqVFcJuPJrBRH+jzKEnh6EcRwMLIYKLnwAE++oybz0bVM4Jq1SEiWWqVRP2rWXO0KhANkNE1JhG8VYN/uUGRFraZethf2RzTsD5Mdpg0oS7KOUZl4DnrjnmqyQDnh9czsuekOCIaHqbql2WMSICSDfPi8pTTVTor0sVvzKu6ynRVcmTtXemj6kvJ4/A2rNDSA8PRbtFEyQmfkz+14Ty2CZ5Iqa99qD7H5DqyEeah0mXkUxHCbNIT2SUidqgz3yZXbd7tWygUASyMBN7CRG2+6ySPgQOh2kaGnYGaceMA12dg5WtMhqK0Lod6No7TIJnFPHnQjZy6en6xNah7+eoWLp8zCeQ6jNIpp4eyROkVSVL5sB1VPI7j8itbZk6Zy822zolItCIkakKR5clp8Zyv8XZGXIYigKynImFc9sTExNA3hxUZUrpFJB4nQxge9Qfc6snJ39TUS67K8/J+cswxL30jmb+qoYhXVJ9RHUUEjXXnRw5YhozIR4RYIRoHsC2rvD0t/grjjSKAhZHBTioiIEwUeKXIw/CYfx6u9vAzi28FOQnFvNQD31gGO8joiyZI/NA5M4FR/xzHwTN5TJc5FGXraCVDyY7XVf6K/CkZIkSreGz/SCeWk+NkYdwueMKR5YXInp/KSAPHU8QqIudYnmq/alKgSHJf+ZQuLG9GnPgRBmVP3quT7cD9hVf51NihbNrSrWWX1gQG8+H8OQ8+7iMjk0v1SAeueLIdIqJaKBQBLIwEJnXorPxN2CyeH/tgxbdJ8Xo2wPJAp7bm4Ph+3SzflV8N3hF5wbBoT0PMKyMiLpdaHeU4yp7KZihfdMue7cR2bTn3yOGzrdS/ihvVS5a3IlhsfyYB/Kwq1y+m69OuWNZMdgc/NhDF5/atyBrLFcVBnbE9og7RqlJEnjKyxHlkxFWlicgfbnej8uE6wx0BMtLENuvTZ/BY9X283rod6+miMSpqZ5kOhYJZEcDCiPDB0gdSJ29MMHzm6mkyB8nX1VvE6ODVFw+8fATepvZy1eDv15jMKdLEcTm+cpQ8g+e82CbR6ly04pjli3bOVjA4nJ0jO/6I1KgyokkAQtkoW4nBMF7Z7UPYWuQoerg/IolchrI5TyYW65iVrBnB5bBIfm5TqkxERJowTbQPKMqjNk/Ha5gf93m1+TXbhNtyZrNIj4y8q3rw+DxuZOQ+m9x4Xln5qi8ouxQKRQALI4GdGA7i/Jae2sLF/6MBORugcVBTJBDjMxnlgT5yTGZ6awilh8NJMG+zwSRNkU31r2SNSBmCy8xkiHRB23EZTERZZo6bETiWISJaLKPSOSJUisCqeMqufYgeplXbgbTk43goc0ZgW6SP46nJAJI07EPZZMXDuH0oIsTXuC3y7Wwm3izvwYMHbX5+Puz3aksc/Gcd+Lqa8EUbxCtERJPHy8iufdp8n7bIabluWnkUjm4UASwcFvBgo5yBAx0qOg98gFutJOJ1HvR5c2fcVsZs4bNnLJOSWQ3YaiD3vKIBX5HayHZ9iQ6Xo3RynfGBfoZyJoqksM5IGLgOFdiR855urRUJtp8iwKwTn0eb/KIMKj+16quIRUSuI+KsHDPLn9kf4ypnrkhPlBb1VGVF7V6VnZFbJtQY7vUzPz9vZvHedX6MPyaASlc8V22OCV5GohWUzfrYZH5+fuhFN7QRjn1ZW4gmCtFm6OplvcL4oQhgYST44GX208EIn/vzMHas6pYuxnXSMjU1NRTGjpif32EnwKsw2SAcOYNoJam1crQYJ+gDMtpCEeZo9SAqL3qmjWWNysR/ZQMuX9mI843OM3LKYRHxi+TJ9jxTJCmLF9lbldty2lF+TECUfZnoqONML0VS2B7RJIePMzLbgmqznr+6Jew/nPAxCUT9FCnkfsSrhVEb60MG2a5R/1J93ePy+Kjk5/bBumB+6j8bnwrjgyKAhZGhBkY1SOFKDDtos4XbpODnqJQDVwN+RExwEPeBMiI10bnno2bQEcHiGX00Q2eHwOmiW3HKIeN55pzVykBEatVqBhO8bEUhC4+IqApzu2dv4OJx1AYYaqWE03O+kWPm6+yclX4YlydVSj8ulx0/1pGyFU6q/DwieMp2EbmIkBFTNX74LV6lJxI73OidSZ+qE4wXya3Graiuo7aKabIvrvh1Txc9ToFjpGpb3NfVG+JR/y6ML2o3yCMI1113nb3tbW+z5cuX28qVK+3973+/PfLII0Nxuq6za6+91tasWWPHHXecnXPOOfbggw8Oxdm3b59dccUVtmLFCjv++OPt/PPPtx//+MdDcXbv3m2bNm2y6elpm56etk2bNtlzzz23aJlxcPJzHqg93J/Z8XNPi4MTpvOZ/fz8/NDv4MGDNjc3N3SOKwKKGDrUXl2K4HhaP1d7EWIczIvj8rY36nYPAuP5L5IV5Yi+uIF2YNLm+atVFuVYUQZ1Sy6yDZbJ8mcrdBw/i4eyRvmwPVi/vuQgkrFFDM2Gt3bhMjGdKhd/3JeU7NELMVxf2HfUbdXop+wT6dCyI+uGfXx+fn5wjuMCH/MY4ASR7R/JFPUtJTP2GQzDY9XH1bPQioDjOIHjAOetZMA+yi8wKdJaGE8UATyCsG3bNrvssstsx44dtnXrVpubm7MNGzbYCy+8MIjz6U9/2q6//nq74YYb7J577rGZmRl773vfa3v37h3E2bx5s91yyy1200032R133GHPP/+8bdy4cWhGfdFFF9nOnTtty5YttmXLFtu5c6dt2rRp0TLjrBWdDg9qkWOIHAs7IyR7Pqh7HBzkmUCyU+yzMsazbyWniot5sf7q7WXOBwd8HPj9upJXkde+q3BK9ogQRysLfKwcEcvMjghtlsms8ovIWkYuWF61MpIB21DrFmSkm2pLmYOOCJMicqoMDPdxgPumkkXJGBG/SHeVZ5QWJ4Lz8/N24MABO3DgwBD5m5ubG5xzHajnAVv1pGTB8SOzg7KHmlwq+2B7VhNHnjBiGLcVbDOqj3J5aOvC+GKiqxZwxOKZZ56xlStX2rZt2+yd73yndV1na9assc2bN9uf/umfmtlPV/tWrVplf/EXf2F/+Id/aLOzs/b617/e/vEf/9EuvPBCMzP7n//5Hzv55JPtG9/4hv3Wb/2WPfzww/bLv/zLtmPHDjvzzDPNzGzHjh22fv16+973vmdvetObmrLt2bPHpqenbeXKleEKGn/RgreC8GMmXBxmpkmDGlyjVSYH5h/dklODbNZN/Jqaobf09PPJyUm5AqCI6mKcKhO3iHAoUoyyq+sRgUT5o/pie3FZUZtyuVkmVT9RG8LransORfAxvZcZ3YZWZI/L7UOYlZyRrn3DOBxtnREZs+Fn01QaJT/WJ+8I0HXDe2Wq5+JwFVy9payIWB8yimX4NXyBLEqjwrDOVR9hwqfad2uVv+temuiqt59ZV0wXhZv9dDLw/e9/32ZnZ+2EE05YoGvh6EatAB7BmJ2dNTOzE0880czMHnvsMdu1a5dt2LBhEGfZsmX2rne9y+68804zM7v33nvtwIEDQ3HWrFlj69atG8TZvn27TU9PD8ifmdlZZ51l09PTgzh9wQMMOgVcccQBkgcsH9Q8Ps7AcXWPf3zrN5vhtxwEE0jlBCJSh2QN8+A4GIa3XhWJZeeL+WTXVf1EW2Jwer7GtlJOSTmXiOwrW0ZysyxZfapbl+oWpgKTmMjh8zOjo75YouTCds1tlNuIKq+Vb0QYcBUxs5XKs0+5foyPX0Rv9yoZfSWQH/tQsrbaQHR7m3WMws3iCWHX6c8hYrjr7/ngP44JfuzfQMYJVTYGoIw4QVGbe7NehfFDvQRyhKLrOrvyyivtHe94h61bt87MzHbt2mVmZqtWrRqKu2rVKvvRj340iLN06VJ77WtfuyCOp9+1a5etXLlyQZkrV64cxGHs27fP9u3bNzjfs2ePmeXEwf+zQSdyIujw8HxycnLI+eKA6vKoQZdl44GeB1FcpcAwpW9Ealh2XtVTsiugbK6XIqcYh9PzaicfR/koOfuC82D4NSxTyckyKv1U2ShD5Jg5b5Yb6xz1UDphfbcIYmbPrF64TUVviXLcrCxPH7VvzJvf2lf5Ry91qXxZ1z6yc30g2eMy2F4cjvlFY5Z6S1jZP2ofGVFjUod282v8SA3vS4rP+PG4w3Zn+Q6lXxeOHhQBPEJx+eWX23e/+1274447FlxTqyqtjtyHbGT5XHfddfaJT3xiQbgTJcwD82eixoMspjF76c3fKI16Lkc5aI+rvqLBZfL+gmyfyMEicACPSAKTDiwf845m+f5DWdVAz8SNSZWSq0UM8ZqqY3XM6aK8+6RXeSkCFpWt2psiH4owRMQzC1PhXHbklFFuD+O3dT0dv9SE5WNcJqQZmVaEgvNRdmayjGVFkwDs76pt4fnc3JzsD2hvPuYwJY8inlH9sa59xl4Vj/t3FK7GBI+n9kVFHSNd1X9hPFG3gI9AXHHFFfa1r33NbrvtNjvppJMG4TMzM2ZmC1bpnn766cGq4MzMjO3fv992796dxnnqqacWlPvMM88sWF10XH311TY7Ozv4PfHEE2bWvi2o3kLkWTvfkolu/eJA5/n7s3NqAFd588/MBmVx/pgH6xEN+oqceHz1nA/P7Pl8cnJy6DaQh+MtIpUH141aaVBQZJTrF/NGJ8zx2SlFeqs4bM9Wvig7x88Io3KAWZtWBEGFMXHzeNxOFdA5861n1R8imzDBjkiOykc9XqEIRkZqov7HOmbXOR/8V7eDszrmW934H9125zbK7TEjXhgv63/cfzlcxYmen1XpVDnqemH8UATwCELXdXb55ZfbzTffbLfeequtXbt26PratWttZmbGtm7dOgjbv3+/bdu2zc4++2wzMzvjjDNsyZIlQ3GefPJJe+CBBwZx1q9fb7Ozs3b33XcP4tx11102Ozs7iMNYtmyZnXDCCUM/l5nJFhMpJnOYDh+85uf4FDHkPPA5Q/V8D289g7enePDjfceU48WyIkdsNnx7ChERJh7c1bM/fZ4JahEa5VBQnsjJtwiLIn9cdmSLTD4sX8XxuuA8mERFMqD83HaVnJGNFfFQZSh9UM7Mxqr/sHxcvnou1tMoWV3O6PEJloXl4rfwuSwsA22i8lX9P/pxPN4pIOrL3D4i26m0SmZE1h/wX038snP+4Ys0qj5bxLgwvqhbwEcQLrvsMvunf/on++pXv2rLly8frPRNT0/bcccdZxMTE7Z582b75Cc/aaeccoqdcsop9slPftJe85rX2EUXXTSI++EPf9iuuuoqe93rXmcnnniiffzjH7dTTz3VfvM3f9PMzN785jfbueeea5deeql99rOfNTOzj3zkI7Zx48ZebwAj2LF5mANXQnzA4kGVb9Mi8BYHf6rJy1K3pfiYyWnklHgTXiY3iiChbKy3GozV82gZCYqepeJb3Oq5MyYK0cAfOavMVqg7h/un/BTJzRxlRI6U/JmcrTeMM+eHurHjVulV28BzfryA43od911l5ji87QefR8QAkd0ijvSLZDJb+Bk3Vcc8dmR1j+fRrWZuH9GLXCqMn39UbbQvYVL5c/tB2b0PRX0F8+FnDrm+2a6RbK4vk9/CeKEI4BGEv/u7vzMzs3POOWco/Itf/KJ96EMfMjOzP/mTP7EXX3zR/viP/9h2795tZ555pv3bv/2bLV++fBD/r/7qr2xqasp+//d/31588UX7jd/4DfvSl7409Jm2G2+80T72sY8N3hY+//zz7YYbbhhJfnZqyqkoJ6QesmZi4fFwtqsGVTVIq+f7lINT1zCOisvOjJ2yx/dnnaIvfyCY+GE6T4urlcr2CN6nMSKnEQnlcthJqetI/th5RmRZlZkRrhaY8GVESIUxIehLgJR8SIxUfNYzIhzRpCKaoLBdFRlVckb9FttiROadpLE9lI5YN0qPjMBym2Id8Jzzieyu9FL9RLURliXKm+3L52pHAczLyTX+4w4KkY44CVZbTBXGD7UPYOGQ4PsAvu51rxus9vCKVEREHK2m54SViQYOXj6w8W0QhqfnN+pwcMSVGPW2LpbJebN8DPUMEBI9//ff1NTU0DUH3pZSn8EyG36wHm+xo92VU8XrqFvk9FhX3voFZef6wXBFjjIHjHJl8mI5ihRkK88ZcYwIl9nw2+Msq2o7EdTkhuVim/AqIr6g1SJFSn+VFnXgdt4iN2hzZYcsXSQvk8k+uqr8cDyInndEuaKXYTAfNcnjMUA9zsH9CAkyPwPJz0KaWSi/ar9zc3P2gx/8oPYBHFPUCmBhJOBsX60g4UDrs9SIYOHMFOPxIBs5ZTxuOS81qzezwS3g6Lkglwvzi5wSlqvCVPmse+Qs1e1eJMNMtJgQKh2VzPyWt6pjVQ7WqyKJWEcRkVAOS5WlZHcoEqacv2pP+M/xEKqOkGSwTtxuFLFmwsj5RURQkZO+7ZPlUG+6RjIouyqbRXZVdoz6dgRuzzxxymTAMhBsdyVDVjdc39gnojbA9lTyqTpUaVR8ZfvCeKIIYOGQgEQlcmAZ1CbRPpv1MCZlni8TEhwwndgop4TXMT4TDS/PnSnKiGHRDJ8HfoyjVgD8Fo4fu1zuKLActJGqDyTkvlqoVhLwHPNQDovLYH1cD7SBy4xvXrLja7URLjdyhpEdHOqWHBIlLkM5dIciza3rTOS5DaNsKAPbSaVDeyh5FblTpCayXTTJ8OM+ZFyRXyxHlRHJxWOM0rtFKDNgH4kINE9MFfFF3bHemFz3+Xmfxuf2ss/g4e33jOz6WNfXNoWjD0UAC4eEZ5991szMnnvuuVdWkEKhUCiMhL1799r09PQrLUbhZUYRwMIhwT9P9/jjj9fA8TPGnj177OSTT7YnnniintP5GaLs/PKg7PzyoI+du66zvXv32po1a15m6QpHAooAFg4Jfktjenq6BvGXCbj/YuFnh7Lzy4Oy88uDlp1rAj++qI2gC4VCoVAoFMYMRQALhUKhUCgUxgxFAAuHhGXLltk111xjy5Yte6VFOepRtn55UHZ+eVB2fnlQdi60UBtBFwqFQqFQKIwZagWwUCgUCoVCYcxQBLBQKBQKhUJhzFAEsFAoFAqFQmHMUASwUCgUCoVCYcxQBLBwSPjbv/1bW7t2rR177LF2xhln2Le+9a1XWqRXDa699toF3/ucmZkZXO+6zq699lpbs2aNHXfccXbOOefYgw8+OJTHvn377IorrrAVK1bY8ccfb+eff779+Mc/frlVOeLwzW9+0973vvfZmjVrbGJiwr7yla8MXT9ctt29e7dt2rTJpqenbXp62jZt2jRWn0Vs2flDH/rQgjZ+1llnDcUpO+e47rrr7G1ve5stX77cVq5cae9///vtkUceGYpT7bkwCooAFhaNf/7nf7bNmzfbn//5n9t9991nv/7rv27nnXeePf7446+0aK8avOUtb7Enn3xy8Lv//vsH1z796U/b9ddfbzfccIPdc889NjMzY+9973tt7969gzibN2+2W265xW666Sa744477Pnnn7eNGzcOPu4+rnjhhRfstNNOsxtuuEFeP1y2veiii2znzp22ZcsW27Jli+3cudM2bdr0M9fvSEHLzmZm55577lAb/8Y3vjF0veycY9u2bXbZZZfZjh07bOvWrTY3N2cbNmywF154YRCn2nNhJHSFwiLx9re/vfvoRz86FPZLv/RL3Z/92Z+9QhK9unDNNdd0p512mrx28ODBbmZmpvvUpz41CPu///u/bnp6uvv7v//7ruu67rnnnuuWLFnS3XTTTYM4//3f/90dc8wx3ZYtW36msr+aYGbdLbfcMjg/XLZ96KGHOjPrduzYMYizffv2zsy6733vez9jrY48sJ27rusuueSS7nd/93fDNGXnxePpp5/uzKzbtm1b13XVngujo1YAC4vC/v377d5777UNGzYMhW/YsMHuvPPOV0iqVx8effRRW7Nmja1du9Y+8IEP2A9/+EMzM3vsscds165dQ/ZdtmyZvetd7xrY995777UDBw4MxVmzZo2tW7eu6iDB4bLt9u3bbXp62s4888xBnLPOOsump6fL/oDbb7/dVq5cab/4i79ol156qT399NODa2XnxWN2dtbMzE488UQzq/ZcGB1FAAuLwv/+7//a/Py8rVq1aih81apVtmvXrldIqlcXzjzzTPuHf/gH+9d//Vf73Oc+Z7t27bKzzz7bnn322YENM/vu2rXLli5daq997WvDOIWFOFy23bVrl61cuXJB/itXriz7/3+cd955duONN9qtt95qn/nMZ+yee+6x97znPbZv3z4zKzsvFl3X2ZVXXmnveMc7bN26dWZW7bkwOqZeaQEKr05MTEwMnXddtyCsoHHeeecNjk899VRbv369/cIv/IJ9+ctfHjwofyj2rTroh8NhWxW/7P8SLrzwwsHxunXr7K1vfau98Y1vtK9//et2wQUXhOnKzhqXX365ffe737U77rhjwbVqz4VDRa0AFhaFFStW2OTk5IKZ4dNPP71gJlroh+OPP95OPfVUe/TRRwdvA2f2nZmZsf3799vu3bvDOIWFOFy2nZmZsaeeempB/s8880zZP8Dq1avtjW98oz366KNmVnZeDK644gr72te+ZrfddpuddNJJg/Bqz4VRUQSwsCgsXbrUzjjjDNu6detQ+NatW+3ss89+haR6dWPfvn328MMP2+rVq23t2rU2MzMzZN/9+/fbtm3bBvY944wzbMmSJUNxnnzySXvggQeqDhIcLtuuX7/eZmdn7e677x7Eueuuu2x2drbsH+DZZ5+1J554wlavXm1mZec+6LrOLr/8crv55pvt1ltvtbVr1w5dr/ZcGBmvyKsnhVc1brrppm7JkiXd5z//+e6hhx7qNm/e3B1//PHdf/3Xf73Sor0qcNVVV3W3335798Mf/rDbsWNHt3Hjxm758uUD+33qU5/qpqenu5tvvrm7//77uw9+8IPd6tWruz179gzy+OhHP9qddNJJ3b//+7933/nOd7r3vOc93WmnndbNzc29UmodEdi7d2933333dffdd19nZt3111/f3Xfffd2PfvSjrusOn23PPffc7ld+5Ve67du3d9u3b+9OPfXUbuPGjS+7vq8UMjvv3bu3u+qqq7o777yze+yxx7rbbrutW79+ffdzP/dzZedF4I/+6I+66enp7vbbb++efPLJwe8nP/nJIE6158IoKAJYOCT8zd/8TffGN76xW7p0aXf66acPtiYotHHhhRd2q1ev7pYsWdKtWbOmu+CCC7oHH3xwcP3gwYPdNddc083MzHTLli3r3vnOd3b333//UB4vvvhid/nll3cnnnhid9xxx3UbN27sHn/88ZdblSMOt912W2dmC36XXHJJ13WHz7bPPvtsd/HFF3fLly/vli9f3l188cXd7t27XyYtX3lkdv7JT37SbdiwoXv961/fLVmypHvDG97QXXLJJQtsWHbOoexrZt0Xv/jFQZxqz4VRMNF1XfdyrzoWCoVCoVAoFF451DOAhUKhUCgUCmOGIoCFQqFQKBQKY4YigIVCoVAoFApjhiKAhUKhUCgUCmOGIoCFQqFQKBQKY4YigIVCoVAoFApjhiKAhUKhUCgUCmOGIoCFQqFQKBQKY4YigIVCoVAoFApjhiKAhUKhUCgUCmOGIoCFQqFQKBQKY4YigIVCoVAoFApjhiKAhUKhUCgUCmOGIoCFQqFQKBQKY4YigIVCoVAoFApjhiKAhUKhUCgUCmOGIoCFQqFQKBQKY4YigIVCoVAoFApjhiKAhUKhUCgUCmOGIoCFQqFQKBQKY4YigIVCoVAoFApjhiKAhUKhUCgUCmOGIoCFQqFQKBQKY4YigIVCoVAoFApjhiKAhUKhUCgUCmOGIoCFQqFQKBQKY4YigIVCoVAoFApjhiKAhUKhUCgUCmOGIoCFQqFQKBQKY4YigIVCoVAoFApjhiKAhUKhUCgUCmOG/wePjepejuvODgAAAABJRU5ErkJggg==", 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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "\n", "# The beam stop is rather dark\n", "beam_stop = np.argwhere(diff_pattern.T < 50)\n", "\n", "# Determine all spots\n", "\n", "dif = np.log2(1+diff_pattern).T\n", "dif = dif-dif.min() # blog detector does not like negative values\n", "spots = blob_dog(dif, max_sigma=12, threshold=.8)\n", "\n", "Bragg_spots = []\n", "\n", "plt.figure()\n", "plt.imshow(np.log2(1+diff_pattern),cmap=\"gray\", vmin=np.max(np.log2(1+diff_pattern))*0.5)\n", "\n", "# We only consider spots not associated with the beam stop (which confuses the blob finder)\n", "for spot in spots:\n", " if np.min(np.linalg.norm(beam_stop-spot[:2], axis=1))> 50:\n", " Bragg_spots.append(spot[0:2])\n", "Bragg_spots = np.array(Bragg_spots)\n", "Bragg_spots = Bragg_spots[np.argsort(np.linalg.norm(Bragg_spots[:,:2]-center, axis=1)),:]\n", "plt.scatter(Bragg_spots[:,0], Bragg_spots[:,1], c='green', alpha = 0.5)\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Refine Center\n", "\n", "We use the N innermost reflections and the average of those positions is the new center" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "2f9e8f2413474f8986e80177c9fb1597", "version_major": 2, "version_minor": 0 }, "image/png": 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SnWPmrDNZFYFTjhoJS0kGdMTYZtbfVb1KhxL5i3KzN62jvswuzB5KNpTRy2E+jECyPCWbZ0SKXetIAJlN4nUc70Sw84R9N17L2IYjW2oJ9/GaRNuqdjLiXzHZqASwYlUYDEYXfPUByG/pxuhLKSrGBnXmNCOpyUgAOnB0COgAMoeP29kbzWyAVdGs+M9IjbIJprH6FcFgNsAIEjoy3y6t9aZIjIoMsTJYJ+ZTpADLYJ7M4aNO2ZvR3jfw0QNGBpRszDkzsqqcNbODIghMftxmkwpGXrO8Ub8sL26r60xdi1gWr1ult/9HMoj2jl87iW/getmMlLM8eF2bjd7JiDJFW8dxFOstTThi2xn5Y+NIxWShEsCKVSEOIvjmahzQkAjGD57jLBvf7kVygGQH1/JzIOnBnzsBvL0WCZ7vR12zmXgkutEGaLNYb9zGyAM+hK7OQZQxW+uL1eXl2a3daB909EgOMoKG7TInmNksIiMcfhzrLL0UpJ5PZBMHBjzexLGqNS9LdaI8GTljz8dGKGLOttmEB8GuCc+PxzJSx9pV/SXW72l4Lce88bpnt9ZxzVKvQy19FNvH6x/PTZNrGfN7G/gGvJpEsbbU5KYSwMlGJYAVqwbO1EtLdTj5Y2QhpuMgV5oB43cvPS8+GM3aUURAzeyjvGwbB220h78JrciM+iYqyhOdDnsOTL21rJ7PZAQ3lvFzrGzBCIAiHniOGXHIdMe80eZIHBCMQGTtqv7I+jfmY+1EOfE4kwH3FbnFvDgJYiSOXVuKGDICp64ZNZFi1yDqzcrgtVKaaEX5FYnGdPYSRRzXYv/Ha4O1y0hrzJORMNcRr98SaVOTAhaxrphsVAJYsSrEAS6+wcsIgaexr2TEwTBGBeMgGF9QiHXFgYwt+cCcDaazslE/NfCy2Tcb6L29GFGI/37Mo5/MkSvCHPWMzgpliPJmaSV9kBCh88X8LLLIbO1llXNi5yDKwBwl638KKm9GVkplkJwMBs98klCVYfJkNnCwCY0i36gXO17aR5KR9RtWhyIquI/2QxKK40emM2sHzwHe+mWElekSxxG1cDMjhEz2ki1VxJrJxmxVIp8Vk4FKACtOC3C2b7bS+eEAhdtIxOLAqaISjNB5GTXYlkgQPufGHEY2iEebYBnl1Jn9EMwJMcKLJJARPKU71oskITpIlIXpViJUTD/8x7rQSbJ+lBEgphPDuPKxc8xkVTKr/o1pSEjYZ/pKfRHrZ3oz8spInxl/6YnZ0OtV5CqWV8cc8aUMJX/M68TMJ1nRbmolgGgHRTRZn0Mbx32Xgz0yg3KzOtk4h2hybioqyt+JqqgoAB2ED1j+YXl0epFoeVn8bBw6b7ZOWcm5MyfM8vp2iSx6nUzWaAuWju0yMsyIgyNb5gP1wQfcGemNz0Fl5Bidjao3K8PszdIY2cn0wzL+QzkzIq8IGZMN60ZSzHRktlGEKoLJrPpMST4mF2sL8/qjC1GWSEYYwWT9FK8Hpnd2LbO3/PE41o3kNZZFvVC3WCcu8M7kw/MfbYPnQz2OEsti/e12m07IWF6sS13bDhWJr5gM1AhgxaqBM14VFVKLzarV9nEW22qtXCIFXxphDjObQbPBOdaNsrDIhesQ62ZOWA3aTDa8xaNIH9o46qKcEnNSDnVridltMBi9nal0bPKsG/YXtq/OLYLZgsmPunid+BA/IxNMRjbZYfJl0VXWPtonysBefGK2ZnlRDyYnqy/rw+yZNZwYYjqTqRSlQiLKCKIDF5Jnk0Pc7vf7KyZ6JWAbbu+4tmLMy9pVz3Oy8pgvXruZbWM/a6JXxdmLSgArTguYk8aB04+rZ/rwXzmXbObL0pRDimmMfGY6uh5xhh/zmK1cwkHdrlGElOnK7IBkBImDt83yKJKhHLZZ/tA/EjMWgXFyig5IOTx8qciPM0eJZdHOyuGN06dUP8W8jAiyffW8ZiYbtsEIp5r0xOOMQKptVUeWxiZ/no5jBusLKKMibuz6jc/XxjZ9O7uroEiiguqLmKauJ2wDz3lpqSJmO7Q5HlfEv2JyUAlgxaoQB1r2Vh4OUoPBYPgWcIx2ZANgHMizWbHnZVAkkDkl3I7yIYllA2+/3y86LSyDbzBjJACdOSMNjHwh0Y6ENUaiWHts6Qumb4wUsWgHEiamf5QfXxIqES2UTZEBBdaH2IQG28I2kWxEmRVpZzZlZE4RosyJs/qZHqwuRtBKbcUyjARn7WMbTW69xmOKiDKCG2XFF9fiOOV9WY0Jmf4oU7ymUA5s34F3GzJCj9cC65sxn7qmKiYLlQBWrAo4oPjAyd7YZbNsryMbpCLiwMUGwbgcijtyJ5yxDnyxBAdkvP3r/77tJC++zRt1iXqgLsrRoozKOUd7MRLmeVy+aC+MWCIJdODbyuic0ClFssmcJpJMde7RFhmBiXZR5Vg620Y0fTZKkTGUK9olI0jsPDN9lX4xnyJuqk0kR/G8oiwxH04eWB1eP7bHSBLKGv+Vfuz6wusBx6IYIWMTVc/jYBHDTGa0L6bhZEnpWOqzGcFmx9W4UjF5qASwYtWITgBv7ZWeO2IDKBuU4zHm2OIMO5I+dGI44LKZt7ft0QFGBJuQWtxnzizaiTldpneUobQcRHTe7IcRQXSMys7qXHnZGFlh/yqqMc5n/RTJUuQG5cdby7iWoiKeivxG4sNsp6I/rG6lP+sXzLalepmt2bWlCALrwyUypK4BBpePtaX6jiJQbGITrx1P9/rxPLJznNkh7qs3cPG8KTthn4l5sE28HrC9eAwnahWTiUoAK1YFvBXqCxzj4IYDsYJy1Mw5eZ3RefsAlz3/Egc9toQG+4/yqUhJHHizZ57QETK7KDKiCG10FLiWYHzj18xGyDFGBD096sQIdyZXdHxRP+W48fywf8zDnB37SgLKh/v4AowiZspZs36CtvC6lROPOqkXarAsswfeZmZ2wkmMIgqYhuct2izalfUXZU9FFtlEh507tEuT6z3K1CQCiDqxFycUiUJ5mF6YruTFevD8KYLHJioVFY5KACtWBRWBYtGk+Jwbm017WTbAMUIXBz3mXJHIKEehBnfliJiDZ06g6aydyYVEL3PUsa1I7iLBi28Fs9vCqCM6W3yTUunnZdli34js/DPCheQEzzHmQXKC0ZiM0LLyaCNFljKix/RgMjFSzuyB1xbm8TbYIwpMpoz8MjBSxvSLx7PIYyYTGxvwboMiWVifIsZRZtSR6crskemDx5lMjOCijkpXHE/UuIfja8VkohLAitMCHNxwodM4aOHMm0XAkPRkRAojN+wtVeUAGYGN7bE1/5QjYbaIQDKS5Y2yosOP6RlhiL92u01JYcwTb49hFIQ5FUaCMH+8zcr0Y2hC1DJ9WSTM5WtKRDE/lsuWSGGTAxX9bvIGKG6zfhVtwEhG1idZ/ayfNyGCMb+arGTkC+vDY2qSwvIqgq7yeD5FANV21lczopjp5nWxcYUtFVMi0RnBr5hcVAJYsSrgLVT2oD+LHuFAyT6N5fvsI+wxHxJKFo1RA6AaiDOnxHSL7WPbWcSBOUpGbqIebLaP5fAFED/ui8rica8zkkB1e9yhXupAm2fEAXWMNmL6M9KJJD7KxaJ4jBAi2UadMgKLhES9tY56KrCyyp5MbtWPGBQxjPU0IQ0ZCWMTp3hMtcEIHpOT2QvPo/d1M76QuCoXtxUxU/KrY+r6irbCa0Gd+wjsC/gISbQjeyShYvJQCWDFqoADfBxcYnrmqLKBKD7bF9NarRYd4BgRiWXMRqN+uHQNi1apZ8v8x94ojnVG+ZC4sQFezfpRTzyGdsX22u328BcJIHM6zGHEFzsYqWXA8xJlZIQA9Vb7WIfZyjdyUU5md0a+EYrEYdtsohL1y9KZzIoAxnoUuWB9FScnqq5xiQESZexPZjzSqcgilsHriumIcuM1hdc+k4FdA6xudn2osYb1M0W6GcnMlvxB+2WkrimJrJgsVAJYsWqo21tO0uIgiAQx5kUHgnUj8fGvgHi+0mAWB2iMjqloQ9QhI19+HF/eQNkdjPSoNpjDYKQw2jHK0G63rdPp2NTU1HA73hJ2uWNkIhLvqBc6qZI+0U7su6exjEqPemUOLtbByH52jiNi31PnDScf7Hyxc4P6KF0z/RRJZOU9n5okNNlXJBN1Q2LGIsSM1CNBytYGVXYtEZ+MbJXSs7yxHdz24+oLSLGekr1Z3iblsO+hzXCJrIrJQiWAFatCJHU4QMf/GLXDGTMbHNUgF4/7T31xIzp/9gygGmhxJo/pipBFMqWiDoooxPqVTPE4i3YxRxdlcOLnJDDmddIXwZbGiO0xQhXtg+eBPW+pdGcOGyNY7FkotEeJMMb9SO6aOncsqxwt5mGkXV0TaikQRgK9nox4ZiQV9VF2U+SCET1VB9ODXUeeB/WN+6x/sjbUd4Vxn9mE5cG8ql+w9pjeeCySTzZmsAkJyhSvF+zneM1XTBYqAaxYNXAAxgEKo4CeHgdq5vBi3TEP5kcn4dEqfBarNAtXL4SoNFZXHGwdMeIYZWbkRc32sQ38L832/R9vAWfnCtuLbWW2wfPRlOxj/SUdFcnBcoygMDASGfVi8se+z0hGiYhh/SyfA59dY32DkUJmk+wft6NuSEwUaWE6Yj725aBIeNg5jbKyTwmy/dhP8dr0dKU/6snskI0rqg3fjysjqD7A6kLi2HSRajMb+Xa6untTMRmoBLBiVWhya4mRq06nM7LPyrPn3trtNr1FFAdD/+Hn1bCNbJBlnyNj+4okuOOIt1iQMLFby0zGLJqhCBuS3vgfXwJxXeMb2rGeLPrAHAw6RTym0vBtYVV3RvxKJHBcgsLyMIKP55O1i/Wyc6bOI9OnRBbUOWBQRCbqyuzEyF8mE8rOnvFjeqE8pT6QkaPMNhm5NVt5RyDKhrohEVfpsW6UJerDZMVt1ib2Rf+xx3AqJg+VAFasGiqSEGfcbGmO+KyZ588cLA6wLI+qI5ZXToTVoQgCqzMed33xDehogxgBYQs/K4KSRYIYWYz1MfmRFDEwxxfLsG8AZ+UZqcBnxhjhwzpxO0vDfqn0iqSUOWy0WSyLMjCZFPnDW9qZTurZxiaEEXVi8iqSgzbC+jLynNkga0PZO+sbbhecdGVymfFvEKv+g2STkVc2qUHd2OLfcfzC9ljejOB6XU78/B/tUjF5qASwYlXA2bynMRIWByX2HUyc4TPSFNPiSyBRBqwX3yRmjg+jEMxBx3bwW8FY12AwsE6nQ3XwPOwFF99G56JswJw55nOiHZ0i/vDD9+o8o7yKfChyhHZXdUcd2NI6rK643fSlB9Z2BD6+gOcJt7FeJPesLBIC9h/lU7Zk/QHrL+mviLFql01U8Pot2dhsdPxQtzOZbdh5wbbwOPZbR9NIocsb62LjhyK5MR2fs41ysH4Rkdk1jsvxuHq8pmIyUQlgxarggwob8NVDxizCEB0tI42MBCEU8cNjpXLsOBJTLMtm9soBYN2YnzlrRnSi3WI+RgbNnnYs/qk+s9G3XP1Yv98fIYRejjm6DE588JwhIVbkjzkwL68mFUxvRRCjPnjrFskMO6eMQLDnqdRkAttjRB7rL+nMdGTlsr7GgH1MESjVrjoe5YnRcDy/bI1QNoYoEtgUTcYHtixVaXKDfRqvDfayWdOJGKZ7f8Yxgo0N2YSvYjJQCWDFqhGddXRmkfzhsisxnTkUNpA6IoFBsCVeYh3ZrWXlPBU5xHRGVvyYL7uCtlJRS9aOsh1b0gbJhUcBnei5raIj6Pf7Q7Ln5449aK++h8qIq8qTEQhPjw6S2UG1hySCyYNkzttRkUPWP5GQlohRZh+VX5GBEkGMZbIH/RkJZTqMK6uKgvmxWI6tn8jW7UR5EUp+PGexLtaPVb0oSwns2mZ6sLsnUT60IyO+Ziu/Hx6vIRzbMjtWTA4qAaxYNdggnjkAzxP/zUZnsTEfm+2rN/kwGoZOgUWl/J8dY4NvlFm9xRflRKcU64ptMieBxAQdNraHOkQ5MQKIeqjbxKo9tL06D0iQlS1KDg4jGGgP1Bu3GXmLJJgtFYTyolzo4BnJUDbDvhX3lfNuQiwx6sTsyuzGrtdsIuR9M5Zl5yGWR1vi9cmuX9a2siW2g/ky22E9KDeOcwzYd9V1w64ZRZQZOWSysckL60fxXFUCONmoBLBiVXAnipE89swdDjb4/Es242XPy6HDjLPpGAksrT/HIjf4DeAoJ3NSajBls/IoC5Ijlg8ddJNlLJhjdVk8Ahjht35jXkYAlYOMckS7quNMdjUp8H12KzKWxTqy5YRQNwQjporIMz2wP2TEMG7jCz6KACt5WTmsI0NGAlkbpWctMY31IdYeu/bxPGE5do4Z0WTkC5HJycgqu/6bkFBcHxXBxgtF6mMZvO3L8lfyV1EXATrDcPvtt9uP//iP2/r1623btm32Mz/zM3bfffeN5HnrW9+64uK/9tprR/IsLCzYO97xDtu6dautW7fObrrpJtu7d+/Y8rDBBUmRGnSY02azYDXwo7ONzjO2hcdLTpTN8vFtvlgvElGskxEh5ggYQUA9Sw42yhDfRPZ9v83b6/Ws3+9br9ezXq83cus3iwRmL5MwuZhO2Xlg/SPWFdNiPZHs+6/VWrnuIX4LGfMjAcPjsT08P0ha4lI7qBdOTpSTZrZSNsK0TFamE54nRR7wvCqZmNyqPexHUc44IUE94z/Kwq4LvJ6Y/AxIvJTubD8bb9TLJCpNteM6+aMmKj+7fismF5UAnmH43Oc+Z7/0S79kX/ziF+3OO++0Xq9n119/vR07dmwk32te8xrbt2/f8Pfnf/7nI8dvueUW++QnP2kf//jH7fOf/7wdPXrUbrzxRhodyhAH0+jw/Jg7XMyLs2l0TlgvOn1sPw6kWN6hZu5mNnybGAd5dUs15sXogiKhpTdtS+SXHVdOENNi277tZDD7RUfB0pis6j/KhOceb3Ej4UMyyH4lEqh+MR8jRygX2jgjXDEPy49psRy7Nsz4MkDYNtqb6aT0QD0ZaUO9VN1sH/VCnVgb6rpnbTGCGvsT1sHyIjHDc1IqryZ9uK/GJB/HHOoairbL7INtsWuzYvJQbwGfYbjjjjtG9j/4wQ/atm3b7O6777Z/9s/+2TB9ZmbGduzYQeuYm5uzD3zgA/aRj3zEXvWqV5mZ2Uc/+lHbvXu3ffrTn7ZXv/rVjeVRkZ8ItiAzm6UjoVDOgw3Qflw5bEbWXCYnNjE9kg81SPqK+mzwRlvEdl12XMaG2THKwAZ55mjQpp4Pl7mIx3FZG7QtK8PINXPimX5YPqZHfaPdmAOM+ZHEqShavM0fFxhn/YCRB7QHllP2iGn4BvI4pJNNotAOSg4VJVP9PtaN/Uj1SXY87uNE0NuNS0Sp8SWTH+VVkxN2XpV9SvIw3ZmNmHwxnemiUCLcrM/j+asEcLJRI4BnOObm5szMbPPmzSPpn/3sZ23btm122WWX2dvf/nY7cODA8Njdd99tS0tLdv311w/Tdu3aZVdeeaXdddddY7XPyJ5a+iVGj9gzKsz5eVQG3wSNgzpGHpuQUqyD5WcDeCQbbKbOns9TxIo5p9LMHdMV8UOdY754K3gwGAyf//Nj/l9aOzDKpAgQyoFgERV2XBEkJHx+mxd/nU7HOp2Odbvd4c+jfyzyx8gj6wNMJpQtyojH1XlT9bFoeJN2WH9QdlTXJRI1lE+9gYq6lfZLUX6U36HIFauL2Qfrwe1YB16zrC68VlQeVj/uZzKPoxNb6LpiclEjgGcwBoOB3XrrrfZP/sk/sSuvvHKYfsMNN9jP/uzP2p49e+zBBx+03/iN37Cf/MmftLvvvttmZmZs//79Nj09bZs2bRqpb/v27bZ//37a1sLCgi0sLAz35+fnhzKwFz6QtEUH4gN8tkp+JCzxuBl/YSI6jjiwMWeCBCzaE/+9blwWBeWOdSCxi23HPJju9ceoEP7jMjeRgCIZjXrEqGOsn5E25riifMpuTNdYH6azc8zKM6jboHirE58B9Pxs6RGmd+zfjNRmRDc7/zEt2jPWwV4eYvWxupT98PqMZWKfyOyPfUfJEfNmemRRMTUOsLxx388Ze7kCr/2MCGF9DCyyjteIAquX9U2Us8m1gvnRhj7Rq5hcVAJ4BuOXf/mX7etf/7p9/vOfH0l/05veNNy+8sor7ZprrrE9e/bYn/3Zn9nrX/96WV/mOG6//XZ7z3veQ48hOfPBJd5Ww6VMkNigHBGMsHiZSEjiR869naiXcq4qaoUvUXg9OGgzxx7T0UYIJG7MRmi7SIBKjjIO+Ci7IsDKSZYcOJsQKLKNUYvMJmqSEbfxpY4Y/YvPoqLj6/V6ZrbyBZeS/opENyGvrE8yWyj7oA1YfX5cEQF//AFtiW1k+rL6MX8TmzCio2QvkWGcQOG5LF2X7HqK5dQkjxFB1Z7/s5e/FBHG88yuA2wv6hS3m5DTirMf9RbwGYp3vOMd9id/8if2mc98xi644II0786dO23Pnj12//33m5nZjh07bHFx0Q4dOjSS78CBA7Z9+3Zax2233WZzc3PD36OPPmpmo07fbHTwZm/OmvEPn+OXANTMF6NJ8SF+FUnwcnHg9HZiPkaqMDIS5ceIEW6jjug0MkIYoZw6awNlYnU3We+v9FP6KzsoIqXIN3s7Nh7D8xi3I/Hrdrs2PT1tMzMzw9/09PTwlrCTQ4wUltplsmEa64f49q8qo27FxvPPCALWgXXF9pgtVZsZYWBvFMey6sUUts8mJJkdGNgbwyo/I5TMTlgv2s/TFJnLENvJ9Gf1sjZQd3y+t5K/CkclgGcYBoOB/fIv/7L98R//sf3lX/6lXXzxxcUyTz31lD366KO2c+dOMzO7+uqrrdvt2p133jnMs2/fPrv33nvtpS99Ka1jZmbGNmzYMPJDuRTYAMaIQCRW/h8JSxz0olMZZzHa2KbZqENmgzBzPFEGdMLZs2PomDCqF+XJIkQMmc6RqMVn+9hbvmj/WDfWGeVqSoJLYPKjs8N68K3fVqs1JIDT09M2PT1ta9asGZK/brc7Qv46nY58YYSRjswho56MyDJilPUdRdwy/dWLMYycNSGBrBzKoQgaIx2qb2d2Z+WZTnE7i/6xfZauooCxfswXx6FYFidN2KfVeONghJPplskc5auYbNRbwGcYfumXfsn+6I/+yP73//7ftn79+uEze7Ozs7Z27Vo7evSovfvd77Y3vOENtnPnTnvooYfs137t12zr1q32ute9bpj3bW97m73zne+0LVu22ObNm+1d73qXXXXVVcO3gpsCnV0c9OLtYB+sGOlhZd2J4zczI0GKpMmROYwoB7aPMnp7bPCMdbA2sRwbzJ1wqbKKcOEgj87O5WcOgNWnHJg6hrbLyqs6Wf1ZWqZHLOOEIN4CdhLY7XaHtzz93Hp/8rxmTy+InT03FnWIzlvJpuQukUHWjxlpUvaMcjECxCKIGbAtlzn2t6yeeLs5thmvZXZtxnKYx2zlbVdFLEu6qPOoruMmhBJJVjZpYo+kZP2A/SsZFErnvOLsRyWAZxh+7/d+z8zMXv7yl4+kf/CDH7S3vvWt1m637Rvf+IZ9+MMftsOHD9vOnTvtFa94hX3iE5+w9evXD/O/733vs06nY2984xvtxIkT9spXvtI+9KEPpcuSMLjTVd+HjdvMKcXBDkkRRifwLWLPgw6DyYiDKYvysXLxn+kV62P6os7xWMxbeoNSET8WZWD5Y1p0uIxEqEgGWyoH7cJsW9pWxCHTi92+Z2W9f7L1KONxRsiZPrH+EulRJEHJif1E9R9VnuntcijiF22HejJyxfq+OhaPM/KmbMT6N05sYhqWw20G1vdLeb1eVYZdX5iOukZdsC08f2wSpsYorDciXs8Vk43WoMkVUFEBmJ+ft9nZWdu8ebN0IMx54CAYozJsJu9l/AUPHCBjGjrOuI2OIZJWNWOODsbzRl2jA1WOQQ36SEbUfiyLemE9sW5GLNg5idvoYNAemT4KzJFn+sR0lQ9vdcZtf5bPl3qJz/5NTT39GbylpSVbXFy0paWl4RdR4i9+N9l1RtJbmuywfIoMZfZgpEltYzl2jpgeeK6RwHh6RhiUXbL6PB0JCY4VMQ3bw+MZyWT7cRsjjUrHuM1k9X2MjKqXRKIO6rnpuK/qyMh4LBPb6Pf79rWvfc3m5uZWPNZTcfajRgArVoXSjBtn2jhIIflT0QG1SC/KEY97NBPJAyOisR4c3JFAOpxQYF0lB4R5SlEQVifK6vJkRJQ5UUbeVbSByehpns6iaMwOylnHevAZSyS2zC6ufyRxvV5vGE32z+Cpr7IgkWa381kEpcnkJ+7jdcHKsPxYnyqjXqRi5ADLI5mKdSoyx2Tw40wO7DusPdWPvExc0gjzM5mU3jGfGscyHdVx1t8R8TpXYyFeC6X2cOxg7UXyXTG5qASwYlVgA3wclJWjN8udOA6CPkD6MRXlQtLEnq2J9cbyZnwpBz8WHaBywNgm5mG6MyeWRYmyukq2RmREVJFAJAGM6GVEg53fmB6Pse2oU+bonAAuLS2N2NlJYVwAWyE6y2gTlB3tg3kY4TPTnzZk20x31g7Lg302nkM8zzFPE7KD0S52PKsvXl94/WX2ZtFvrFddG6qvs+c/WV1s8oPHULYS2Y+fo4zIiBzWXSJ9pbwVk4VKACtOC9Qs3myUSMRbqj54xpcuMK8aaDNHVSKTsT62DpdCdJpYF0aDFBFkDkgRNpYe11NE3XCQzxykIixxn+Vh0RZFiDEfIiOSisiU3liN9fb7/WFajBbhN5CbRELwfGQkVzl9dpyR2BLxy+qJ6fhGuSL0UU52LcRJT3Z9qBc91CSDkVJ1XSuyjciuI1zzUJE1ZZtSWzHNy2SLOrNzr3TIzvu45K8SvwpHJYAVq0IcTNlsGAmK2co3XZkTwAhFJGw4qDMnwx74jzJnM/UoI+rCnC7Ww0hTRgoY2XMdsA3mELG96PhZdJHJgDqq47Ee5bwVgVSR0YzAKxkZouzueD3Kh8sGRVITf/jWeTzGbKd0UGmK4OAx3GbnBvtC/Mf+z/poRqSYrhjZzwhbRt6YbWJfVf0stqOOYzu+nUUWs/LqGJLjqFPTfo3nlpVpor+6HtQ5UOkVk4dKACtWDVyHL5uhqsErpiNx8Fsj+HwZzqDRGbE05gy9HRaxcOCzcqwepX9p0GaDMCOSLG8mM8rLHL4ipyziE4mz0ou1h+UQuPYe2gmPKTKDZQeDZ75zHKOBGJ1RZDAjSIwAMPmijVFW1MttgdvMNozsZXnxvCqgzhmxRX3Ysk+eni2pxORqQkyyMQTT1bXBZMr6E+vL2DcZEfR87HiTsSDWH+tScvq+uvZKxL9iMlAJYMWqwd5Yjds+2Pgaaxl58vz4tq0aMD0PEkJ3jGygHpdceTp+RzeWZ0QT64ntsIEc/xlBYHUqR6KiHCxyE8Fu48VtdCiKhHo+jPyVHDJzmOwheNRJOV5/m5cRodhG/MXoH779ivWw/oSyZkQvc+aq70bShf0+1oHnI0bMMwLE9MjIfqZ7lIX1Q3V9+D/eWs6uH4US+Yzb2aoGpfOK8mE59viGKo86YnvMptheE5tUTC4qAaw4bWCDmhq44/F2u00HMxzIFKnK8sW0bMBj9SMJVYu1Yj3jrr/G7KNm+lmkAuXI0tDOSKBYXkXAGElRxLZkE7RDtq/Iolq/Lv6YjZD8MaBjVsRMnRvsG0gMFJnHfUb8MGKobB91YG/XR10VyWdkmxFBZUdWFkkf2o2NDXF8US9w4PnHdkvXKE4amI7ZuMVsocao0kSA1aV0ZfVgm3UtwMlGJYAVq0LJGfggjbe2MlLFIka+jEc2E47pjBzGNjJihWBvNaP+GamIeSPUrXN2u5mRAKUXysbsyfZRPkUEMS8rr8oxxP6jCCiSY7XMCbMZ3upVMsWy+Fk8pbdyzOoFJiSteExtxzYi4XM7+CQKy0ZZ2Y/Zj53PbMHlqJefG3adZYRfISPUrL9kdbkekSBl6+4pMLtlqw1k9ePYifr5P2szI3isLLumKiYblQBWrArMAeKgHL/aEQdfRdqwjpiOt2ARJUd1qjqiY1e3g9WgjDZBkowRGnWrKBvomVNmpDMeQwed2Uw5foSKZpSiHEx27Cd4ftUkAtti5I+RF0WMcJvZLurC+ltGBJoQwbjv5I/9svPuz0RilLPJLVaUXeme1YF58esybCxQdmXXEOtLGWFS0XpFOHFbyZddsyqPemM46qdkYX2ckb+mRLliMlAJYMWqgYOPmrmylf7V2ldmK6Mong8JZKwrEgLmSJsMoii7P0PGdEbygMQK87P28E1mdwZsGRdG7pizYQ7Rbars7cfRKWN7KCcjn8xWsWxEds6wPUaOFdHIPmWGREKRQuzbMQ/TCfVnbSK5VWQX68GySPz8KyiKKMfvILdarZHvHsf22Jp+GXFQurNzjfWp54exfGnCEeXO6sM68fnCWJaNBUxXdq7YdYjnH/tXpr9qG/OyMorcqzGgYnJQCWDFqhAHk+wBZyQU7LYqGwzZcz04gKv2GBFFOdiAyQZ8JBPuOBjxRecQia9a7T86drUEDdON2SVb/y8jK5jGFr5meiqyiwSOyYvOkNXBHCbTKfYnJJV4DMtnBE+REExXTlwdY84ddWI2c7KH/51OxzqdzkgUMK51GD9vF/WO0WyckJRIgiIeZisncIwAYR3Mvk3aRxkUsVLtsD6M+b29iIyoZ3mY3TKbZwRStd/kum1i44qzF5UAVqwKPgghUcOBDR06wl8G8fye5nWzL3TE+tkD8Jg3c7KK+HkavhCCMsT6mHNzZCQ5Ehc1MJccDuoTdUBymTmbeDyL5ERdWGRBOb9Mpyw/niNGHpDslZxc7G+sjCK6KBOzt5dn5yWiCfnxshjx63Q61u12h/9OCgeD0a+eRJt4P3PyF6ODLJLGSDIj5kj62BvU6sUTRlDQLmgzFsFThA+Ps0/5Nbnu1Dd9FSnz+jO5MgLs6TgOsv7FwCK6FRVmlQBWrBKRrCgHGfPGgSjmZ+ufYUTC28me+VKIjl1FDTA/IzWxLHP8rA4WYXCodEUgME9sV72somRUTsxs5ZqLmB/JPNrL5YnOXpVjxJfVlxGrWJfnzSYNmJ/lyZw00ynWG/9Vv2hCTmNb+IxfJIKdTsdmZmZsZmbGpqenbWpqynq9nvV6PVtaWhp+Dk/ZhF0Xnn8cwo52QhKj+knpXGRgkV7V97GPIEoyMCIXy7FzPY4+irCWxi28rpQMpTG6YrJQCWDFaYEa8GNkIO57HjWIoQNH0hBv/UaHqIgOkqNYJxsQ4y1erIfpjI6FRS2z6AISIqzfI6Ts5ZMoAzo7RkxQFhXZYXVHMh7TmQMsyeN2Zuklu6m+kzk37HulqIgin2pSUJIP38bGdtRSJ9mPkcA1a9ZYq9WyXq9ni4uLw1u/LPqckQmXCR9hyPRscozZMbs20E7ZcdVvMtKNz+Bm17WaHKioqVqaJpbBayeOf9iWuk5KxFPZqGKyUQlgxaoQoze+jcRqMHjmSwxqSZJYBpeNwdmvl0PCh4MhI0VmNnxZJNbP9Mpm2wpIgEv5UHc8jmQsEmn1xrMizSUgCY3EOSMzeN6xTuZAY1lsm9ma1aucn9JXkVs8jgQAj2VkgdWrZERdmhBJ1J3VFZdMwqihIvds4oE2K70sUTqGfRH7G7MHlmVtRDkjGOljdmbbrN+p8SSTuUlfQX3i9ZTJ6HKyMZdtI6GtqKgEsGLViM/uscGFPWBuNvqMnxrUvN7ouJAcohPACAYiHs8G4pgf/7NBPNaRRVdYXeigY3Qo0yO2F+VnxBnrRqKDbbB6YpuZ/lGnJgQ3c+iqDSZbJKkqotPUEaLtmA1j/axsqV5GaJFoR6AMHuXz274eLY4/Jpu6Ra/6AdMV+3mpDhUtU9dUvJZLxEkRtqg/ktkSuWR9LJu4MLv4tlrjE/sWk0nZvHRtKzS5virOblQCWHHaUJrJo5OOxFE5PTbg4wLKZiufRYz/CEZGUEb2hQE1KMc8UW6mPyI6hGwZi4wQIUFWhCojRMp2KhKBOmUvAcX8LBrD2mO6liIoaENWN+YvTQQiUKamJFXVo4ir61GygxO/SP4WFxfN7Olrq9/v29LSkvV6vfTrJkw+ZTt17bD+wogW6yNKttJkg/Uv1TfUJDTTxf9Li0WzMkzGuB3HFDVmlvpWyT6oX+l6qJg8VAJYsSq4o8pmpmyW6mTE//22Lz4r6OuasUGy1WqtiAaySEXmeDIy6Hnj83zo3CKJUmDkTDl/JFQqOoA2xcGf3R5WDkAR1JJji+e6FCFCR5iRMbRPE0If61VOV9kT5WgCRj6YjBk5UnLF/IpI+3YkgEtLS2Zm1uv1Rt4Cjm8CM7LVNJrFyjC7RH2U7FgmI5JMTkYu1cQCr8+mkUT/j2uVsvECyyuZszRWD2tHEVzWJutXmV0qJg+VAFasCuikYvSC5UXiwtIcTaIPEXGQxAgKIysZGUNHzd5UVMQHdY6IS2+gXHEfoxQYhWQkO6Y1dcLKMTHCxs6RgiKAzIaK2Cl5UHZGFqIdmExZOyoaxaIpUQ4mi+rbTIasP7P+4ftOAD291+sN8zvhc/KnbgvH/qIIsupP6vxhGXUtMHvhrWlmE7XOYMzXhORHW2X9EWVk/aY0HmQ6RfnQxmryEOVQEzzMx/JWTCYqAaxYFdhAbDb6fB8eyxy+mslnixvHNH/Bw0kTK4ODKy4/EttmDo4tb8LKsoGatccIG+qeRUSYnowYIphzVEtyKF0YSYl64b4io9g3VF5F5FnfUkRGpTNdPV828ShFaqLu8cfkRf1LDtpJn5f1l60Y6caFy33b99lLHsw2isBnZItNIEoTMrRPbC9OijLbqHPF+gl73hL7W9YPYlocBzNZFFnD+tV1k6VlaySy67Fi8lAJYMWqwAYUdHisTBZNYHXiYIjPD6JTzZ6hQjIWyQwjbkpXHMBje/EtTKVbzIdtqSgU7qPTyuzXJFrDZEJbRTAdY12KxGGbytHiLf6STVQayhDbVGXUsYx0YP4mBI6d1yb5kfy1WvxLM5FwRRKIZND/kdxn+jYlKUgcY5rSV11bsZ9mBEuRNtRLkbAmyzjFNuI5YLoqso/2YUSY2YWlxXbVmBaPV0w2KgGsWBXcqfg2zupxUHPSEgmFIh7+z7YRWR4cXCOhQahopiKrsU7mWBgxZuVRjwxqMGdkKaYzJ8yA59CML7aL+9m5YSSbPSoQ63JnGsk8mxRkjhSjTZkNWN/LiHhGOqIO2H5mO1aG1c/WyPSfOldI/JAAlvoGXtNKRtSHjQul6B2zFbNRXNIJ5UJZMD0eY3qw52ixT7G+FuVTUdUmEwOVF23JdChNbCr5qzCrBLDiNEDNoBH4hQ+cySNJxLrU8i9OEOKaZ6wd5WQzXbA8fp6OlVP2wH0WHYwOM0N8+Ya9Ac0IB9PH7JkXcGIabiMZROendGT/rM5YhhEv5lwZmExMNs9bcsQlmVV/wf2my/iwPsrOAxJ+RlAy2XGbfSFE9cOMGGcTpabnEBH7pupLKFfs2zGvem6QXbMZkS9NCEvtlSYW+BIYyhrbw8Xhldwop7JjxeSgEsCKVSEONvhWbRxc2LMong8HsOjI3HkqMsHIn3ISkVwxJ6YcG5IaHIBx8I/OmZFART5jGi4PE48r55F96SHmQSdUcqqZw2dAx8jIBUZ/FWlGezJZFaFgBI8R7CxywvoyIwCsHWYLVoaRPswT+60iN9iGsokDb59mE48SYWHkBq83JhMSHGXTOC7EH8rm/S2Wy75mws5zdl0q8seO4VijiDnqgP2A6ZoRUjW24X6TZz4rzm5UAlixarDPg5k9M8iw2z3o9OKXQpjTR2IXyR77OkYcdBXRQHnZjBsH04z8Md3wH52VWugX5Ym3zTPiwdJK+0zGUykT06KsaL+oW9SVnTs873huGDHD+hXpVqSD6cN0VvUpm5VsWMqbtcXAzqOnRzuNQ/zUPnuDVhGleIzZC+3v6dkXTaIuGKHOooCZvuwcs3R2PWbHUIY40VX9F8vHOvGTceq8Y5ovFl4xuagEsGJVQJKiHpz2lzYQanBndWO+qamnv4GavfDhy13E+pAo4D/OjmO0ii0KGwdcFpVBW3lZRV6wfvYWMCO18fY02hfLKCeB8mIdTepB8qdIVSaDIsbYR5QdWR8sOdToQNnxmAfrzurF8pgnIzWxXt9G8jvuuUTSh5GqWCarF68dts3OfUb+0B6OuEaoX/dog8Fg9Hnk+OyuertdQZEpRbBK/YItlI75VH3Rhmz8wtvMTBZ27bktKyYXlQBWrApx1s2+0KFm+LG8p7FZfzwWByt3COgMnGhG4secHpMhIi5QjTIwghEdDdYf87GoAjobNmBjefbfhEAwgpTZPSM46Jg8DyNfUbdMBwZFkLCuklNlpBntgnJjOXWeSvKrNjMZfT+Tidk+/mPfzq7LmB+JAYtMoUzYJmsL9UcyiETH0/BRD5/4xes0kj6MbEWCiNcgk8/b7/f7I3qqfqY+qYd1oj1ZnWqMUmNKE6h+0bR8xdmJSgArVgV2S1Itg8AG++Xl5ZGvfTCH4oiOAZ/5Q4fgRM0XwPWBPIJFIsxsxW1rRmhxwEdyh5GCOPCyuqOTw3rjP26jjeM/OvPMsWTkKObD9koEaBzCqcgF2rZEFJvkK8mo6s0cdHactcn0KxHpCHWNKXnYPtOVESglh4pqMTJakp+1wQj/1NSUdToda7fb1ul0Rsidf/Yuux6RAOHkMMqnbsvGer2trP+wsY/ZA5/3ZXbIyCA7B6wutkZgxeShEsCKVYM5ItyOb5pGsJclYr1xcI3ED0kEvgEc648yxP/YRpSXzeYRjJyi7nGfyYWRDtZGVgcjEHg8prMXQLAupaPXpZyoIoOlSIjSlenAiJLDnScSNeYUS+1mxJZNSNix2H6mk7oFlxGFjAyi3RnRQflZ1I6RlSxiltmY1c8mSOo6wMdD2u22tdtt63a71u12h9esfwGFTfpw/cP4wpqyp5InotS3VX9D27Lzw0hfJnMcu2IZJL+et4l+FWc3KgGsWBXiLNkHIJx9m/EFfXFQi3U6sBwbwJAg4ow9Rthim3h7J5aJYMfVIBxvMWXrsWVrEDLih3pnpFGRJAUkP4oMMWLfhFCxulTezPEioVLlmV5MVobs3Jf6AZ7Tkv1V3V5XSV7V/7L1FeM2O8+RMGQEQoERPBZdy0gXRq4YeTSzYQSQLSPV6/VGiF7pmlb2KOnJCJyPNRnJZOcnPqfI7MPOKxtn8RyoyUAlgBWVAFacFmQvgCDhi2n43GDcZ+t/Yd1sH50Zk3UwGIy8BRcfGMd/9TyRImol8oPENRugGfFTJCvajAFlZu0xQo5OXOkS/5l9lMwqD553tcxPE0eWOXN1vjJkMiB5K/XdceSKwL7Gongsnx9Tky7WBk7W4i/W59cL5lUTBtYOpsVHMlTb8dlAtUh2bCO7BarGj4zM4dinxgFmCzxP2O/VOMCIMrvGUa6sb1ZMFioBrFg1cJBhA7ma3aJz8TQ1iOGAhWvfKSfB9pmssX3Pz2Rn0TomZyzHjsX9kt6KLKHDiMfUfhYBYE5DLf7MojOZrCgPI5Mog9JP5WV9LMrYBCXnjfUiCVCEC3VqQhSYTKzfsrJqIoSRIXYc28Z1PtEGrG0lKyNWWfsuo7/c1e/3rdfrWafTWZHH6yyRwNh2k3PQhNRn5wUR87J1UFm9bLxkckUSXp/1q1CoBLBiVcABlTkTTI//uFyI2TODHVsNP9aVtcvIH0b5GBlU9cfjiNLzRNFOzHEoPTOCFB0F1ovOgTlkdwyqbSa/GY9uMSIb9c0comqTpeGznyV9s/LZpEXJnZE7r1/Vh8eZ7CVSkZFrBPZtdZylK8KsSK1KYzYoTSLQ9uy6HwwGQwK4tLQ0QsBLeqMtFSFUYxjaQJHckh0c+Nyq2mZlsS0me9aHKzGsqASw4rQBZ9pm/GF0lZ8NsPEtYa/PHXkkXvjiRnzoG99KjpEaFtXAha1j3tgGRgHxuR/UFwkGkhY14DOSh+lMXkYMUY4IfMaIRUnQ0TACi23jPyO5KEdsF22ONlD7ipzGf3w5idmLycwmBkhWmOOONoz6N5losPSMlDQhZyWSx/TKZFOEih1ThCm7duJ13+/3RwigH1NLwTQhZdinlYzZPrvOVL/C6ySbKKp2o/5TU1PDRfUjGJHGeismD3UVyDMM7373u1c4+x07dgyPDwYDe/e73227du2ytWvX2stf/nL75je/OVLHwsKCveMd77CtW7faunXr7KabbrK9e/eekjy4HEuMsrk8ZtqxYl04GLO3hNHpxchAJHxsNuz77iiiI1SDYnQKqCvTzX9sSQc2uCtHHOuJTgIXwWVkKiOPjJgoYPksYoH/pUkAqwuf+2RtMNKDbavnR3Gb5WPEIx5XZE31g4jo4NU5yUiF1xH7TCnqFfMzwsnspHRgZIm1p9IYMVb9kBGweMyjgPHX7/eHPxwH2JjAzjW2za4llYbH4vqF2N9i/8d87PqPa5/iWITXV0YgKyoclQCegXj+859v+/btG/6+8Y1vDI/91m/9lv32b/+2vf/977evfOUrtmPHDvupn/opO3LkyDDPLbfcYp/85Cft4x//uH3+85+3o0eP2o033kjXyisBHREONIrAYfnooFjdsVwkbTG6F2f+8Vkhlo5llGyZvkiM4r8jHo9fQ8EBPpZnDjc6ASfGmeNBZxLrKuVBMqb0Vc4vI3UOpSfLh0v/MJKIeih92bb/s3UYmX1Kumc/VjbT3/fx+sjIGUtXBEARoCaEgeVpUo4R3BJpxHS/niMJ9G0ngDg+qKikaj+zrSLbjkjQ8Jw3mURl/UXVwa6zbD/rFxWTgXoL+AxEp9MZifo5BoOB/c7v/I79+q//ur3+9a83M7M//MM/tO3bt9sf/dEf2S/8wi/Y3NycfeADH7CPfOQj9qpXvcrMzD760Y/a7t277dOf/rS9+tWvHksWNoCwgdb31XNc8bauWs/N03DwxbWvsl/Mg47A62dLuTDyGcuxN6AjUctuuag0dM4x8scGb0UKoq7M4WOeKJNyeCVCwc4Z06lEfEokEftEJhfTV8lvln8mSzlVZj9PV+cG9W1KRlhEL7MnyqfOaUbGsF6cMKE8rL3YDnuJS+kQj8UJHNYZJ3nq2ldg+mTRS6abGl8imp5nth/rxBfUmI3QPln7FZOFGgE8A3H//ffbrl277OKLL7af+7mfs3/8x380M7MHH3zQ9u/fb9dff/0w78zMjL3sZS+zu+66y8zM7r77bltaWhrJs2vXLrvyyiuHeU4FysHFCE7M59ueLwI/v8aIQ4wCxLpw8I9Rv1g2thPbKhEhBlxrDMlrLM9u3UQZzFbeGvWvnLj8cckLJ4Us8oiy43eT2Y+djyg7QhFSRZBQJvyhfbAOFvlgdWB9zCZMVqYL01nlZWUZ2Yx9TRHBUr0lO2TInD/r803tgWmsnvhT11nWNru24+LP+BwgI4JNbIJjDpND6ctso66BJhFlFlHMbhd7/U2jjxWTiRoBPMPwkpe8xD784Q/bZZddZo8//rj95m/+pr30pS+1b37zm7Z//34zM9u+fftIme3bt9vDDz9sZmb79++36elp27Rp04o8Xp5hYWHBFhYWhvvz8/Nmpp/T830f5ONs1YwPrjEtRgJjZDCWzWbZataPebw+5hy83dgetmmmF+1FORnwLejoGKNN1MDNbocq0szkyyIGLOJRcnQsEoH7zEbMLqgrlmFOteTkGdnK+mQJqj6mc3Z+0H7KVk1Ixzhg/ZmB9SdVptXSz8d6WVUuypS1b2bW7/fpm9fsGWA18VN9gcnGSHqTKFrp3Kh+oohz1GcwGKx46UNd001kqZgsVAJ4huGGG24Ybl911VV23XXX2XOe8xz7wz/8Q7v22mvNjM+Yxx2EELfffru95z3voeWyaAYb3Fj5+JwXc+yeF1+sUI4Io4NIAJnc8bi3HfezD74zx4+kjumk7IKRK/bAeKv1dFRP2ThrJzpprxPfmmRRWyyX1c+24z6m4/lX5Cm2o8hCRsgxjzqfKh/Ko4hZVlbZLvbJTHalmyKIeCxLQ3m8HvZVDezn+HJVk3rV9cIQxwvfZy9zMQLoOqDubHIY64tpWJbpH/M2OVfMpuplqNjv3NbxNjA+iqJkzSYaFZODegv4DMe6devsqquusvvvv3/4XCBG8g4cODCMCu7YscMWFxft0KFDMg/DbbfdZnNzc8Pfo48+amajtzHw1h2LqKGTxQGNgZG2eAxv/bAXP5gzYG2wNh2uJ7aPMrEXQhgR8PRoB3zDz2/b4m1f347/WBYdDNo721fkjUVBsh/qrupn5Da2E22F7UewKHFMV/0vto3nCeVlUM4UiWupbJSb9XVGDEsENvYtZn8FlBn7FcrBJm+KyLI8pXOrrrvsx/QYB2osY7pkk1dWtnTrl1337Fpnzwaz8x5lyp5vrZgc1F5whmNhYcG+9a1v2c6dO+3iiy+2HTt22J133jk8vri4aJ/73OfspS99qZmZXX311dbtdkfy7Nu3z+69995hHoaZmRnbsGHDyM/BBl0zPTCyqB06Jk9jEZZIJAeDwfDt5Uj4kPSZ6bUBmcNotVojEUTmyDOiguUy4oD6Yv3RAXQ6Het2uzYzM2PT09PW7Xat0+mMPA/oyN42bOqkMrmYDvE4OjmUSxGF0nZTXbx9JZtqp/Q2ZanNuK2iPEoPJld2jjL5MgLVRA/VNktTZCteVyU9SucF64/XbZMlX1QfVrrG4+xlMKwX6ywRTzahYc+vxmvff5EMxnLxzoGZflvf265EcLJRbwGfYXjXu95lr33ta+3CCy+0AwcO2G/+5m/a/Py8veUtb7FWq2W33HKLvfe977VLL73ULr30Unvve99r55xzjr35zW82M7PZ2Vl729veZu985ztty5YttnnzZnvXu95lV1111fCt4HHgg0m8fceOMxIRwQZDzOekzNuKz77g+oOeFwdsdhsrRolQVubAMoemdEU7lJw9DtjRGUQH4DqxdQ1jfcz5M/uwc+i2QT3ZeUK7NnEy3n+w/Djkj8nK+lu0fwamR5YnaweJoJItyq+uJQaWN4tYqTyqrzCwcxN1VP2jpNepEk68ZrO61DWtSB2zB56/0tiHeZSN2XUfI/1xHPOlbuL142NAfKRDXZOriYxWnB2oBPAMw969e+1f/at/ZU8++aSdd955du2119oXv/hF27Nnj5mZ/eqv/qqdOHHCfvEXf9EOHTpkL3nJS+wv/uIvbP369cM63ve+91mn07E3vvGNduLECXvlK19pH/rQh0bWqRsHPpgwR4/RMJyRo0NHxAHN86iBlG2zgdrTsR4VwcwG7UgeWRllhxKhidvxdrBHAD0S4DbyNdBY9FPJ4m2w/Ghn5QgjlGNHnVl+bAuPM2KM6djHFOljpKw0Scl0YzJm5ZWuJXKUkZQmYEQtIot0x3LsWlcTOHxLH/uEOldMf98vkXg2AVDtxX6v+nd2HTTZjvs4Ccz0QhLoBBDPg0+Gsd0m9q2YbLQGtTdUnALm5+dtdnbWzjvvvJFn3lj0iQ14jNAh6XGwWTGWi+3jMjJmKwdeTGfwWXRsWw2wuExLzBPzIlGMt278OD4D6L9utzty+zdGAP27qL4Qblz6xsGcXbQXEsAoJ9aD+yxfRmYYAVLETuVjfUBNArDtccisIiSMSKnjinThdZDVV5KF6ZX1b5YvIzEOjKJ7PvwmtppsRSjyzXTHPqJ0wLTYvrommpBAlUdNDNX5QfLMlmpht34jAYyTvvjPlr9hL8M5lpaW7HOf+5zNzc2NPNZTMRmoEcCKVSEjUyzSUTqGgyx7kSKWx7Klz7sp55+RBNYW2oDpiE4dXw7BOvHZOHyuZ2pqaugMpqenrdPpWKvVsl6vt0L2Xq83lL3k1PB2EJKtmD+ml8pHG2BdJQKI7ePEQJHFKFdGYhmhR5mZDmofy5X6gsqTkdMmRC7my8gf01GlozxxohfzjHvrOqJEAtn5ZuVZumqjROSajh3YH1TUM27H/Mze6rrNdI/9B9uJ42n2Fn/FZKESwIpVAQkAcyqMXMXBkg3u/qxffOYvewsRZULnlC2PUJr9+zFcExBlZkSYEUdGlBHoqNCuTgwzMhvbyAb9JoQ46hnLZE4Zy2XEiRFAFQVW+0wudkzphOnReSqypwiqaovVo2TKjkUwAoB58XrI+rpqV13jTQgrI+Ysn1oKiNmkyXWL8mXXvNIxS4syMeIVwfoTAq95/LE1DrPJRpPjFZOLSgArTgtKBA/zxkGezfrjG6yMMGWRCkbEItRA3Wq1Rgipahf3kaQqqPJeR3zIWzkQ/PrBYDAYfvvUf+xTWBmhZDZEMsYIFjqgjHzFfVY3S4/tsDyKSCgHl5HUCOybkWgz4tdE75KMTCd2/kv1q8kFI2P4X2pLkRd1rTA0qQtJfpSRtcPGD6WDks+vQQSSPnb+VB7Mh/WWzpOn+7Ue62vyrC+2jzbPiGjFZKASwIrTgmwWHPfjiyY40HsePMYG1VhOzczNOAFV7ZiV33ZlOitCEutAcoOOFx/wVg+yO+FbWloaHsPn/uLzf/FNX5QbyQ0eZ3rg8YwAZecu5sFjeH79p26dZw6N9Q/VH0p9jaU1ceIZycH9zCEzIor6Z7fjGTISWCo/Drlk9bAletg+/peiV+yaYceYHmzCFPMwnTPyrI6xsQDbiWMX2pGtc1paoJ1NmEu2rDi7UQlgxaqBDsCjd3EAQyLGHFh08livImzxuHIgTQY6z4O3s1FmtoxMlA/bb+LUkMiymbr/fMD3N37NnnkJJL4FjMSvRMQi2HNCzKk1ITaqftQ95mO3frNtlAGJB9o2I4VNJgtMZ+ZclYyxTdWuIrKxPdVXm5I2tEkTZGSbyRrLZORcjQ1YHxIx1J9dN6i70oktm1LSvymBUhE/rDPqG8dMX/Iq5lXkj03oGClneSsmC5UAVqwKOCj5vzsoH2ww8teE3Hkd7C1jlp9FCDLnzQbxJp+xik44c3TM2WI9UQZ8/onJ62TP87vM8fZvJIxNol9+zPOWnhdUxA+dGnP8GRlQdmSL2WIdzI5Yf7Yf60E0IVZN6mekS9lIEaOsboXsGlBg1xLTpcl1pfTBfZUPx5WS/ow8sm1FmhipxPJRHgZGtmKdqAMS11hHJHhIbvGHa3sqvdgqARWTh0oAK04b0KFFIhjz4CDPPl2G9bGFgjF/HAhVFAHrQPkZwYztxWgBI7JNHF+JxLBtby+u9xVliYM6iwDGtqP8DrZ0TuZomZ7MXqxctAHaAs+3+pIBthvJqyJKzB4ZKWbI7KPONZI+tAl7blT1d7Q19vMm+pX6P+qi2mC2UJMztl2SW8mqiFfTtCb1jWMzbCdLa9JnkPBGosbOkfrqUdzG+rGOislEJYAVq0J8do05anRA8WUJJGutVmskCqYIhiJNvo9tsVlw3GYEBKMAcRvrKH15Ap0oI6cKapYfy+GaX+zbx57XCSRrB+VB8l4iS3gcCRq79Yt2YnmaRgAHg8HI2ohKNjUxwDojGNnBsuoFIHYtoE1iPtYeXl/KcbM+ijJjPmaX0tvMbKKVkagSyY76sfzMFuOQGMyTydyESGaTCXWuFMHG8nE/robAxh78oR5IJiv5q4ioBLBiVYhOm6HdbsuogBrw2Vc1lGOIjgojLJ4/DnyMjDpKDh4HdyyroiDKeeCbzlgmOhT/RQKHxzGKp4iv0hePKX1LZCQjGYwY43mLpA//2TmO9oq2jekZoWkK1i6bNKDOLG+UkdmG/bO6M9KtZGfnJdMvq4/1oSZkrwRFTMcle62WXvwZZc3IkZooqPGBlclIe5QVJ1143SGpi9tZezhOZDJVTAYqAaxYFVR0w/9xWZVIesxsRbnMCZYcH27jrZOsjiZRjCizg33JQZFSRXaiXZSMPnAr0sWcAZMX2y0RWeXo2D/WoYgA1o+/aAv8MgqrNzq/7FY2IzJN0iKhzsgNO++MECgyHNtjBCuWV/oxG6tj6jpRdon2adIuO87aZ2D2V9uqLzM91ERLyYDkC/XJ9GRlGdTdEL/e1ZdX1DWP8pWIa8XkohLAilWBkTYHDkiR/DGHxxxcrJ852DhAKseL8pYGP0UwFHnDciovk505MHRY6NxilIAN+jjDx4hHZgO3J9oay5bIHUtTfcUJsCJ+jASibq4zyo1fZfC2GZEq6aD6N6bHffbZL5UX+4XnV+RNERRsD/tPU32bECPcL/V93GfXbNbuqcqJRCmSeiVnRnRRV0X+mNyYn8mv0hhhbUrmVPmKyUUlgBWrAjp1NjvHfA4kQ2b5lwAUecTnCuOx2FZMV85QER+lK3MASLbQXiwfHkMZkOBlEYnMuSjSomRk6ZlOuM/Om9sLb4G6TvE7qL4dCSDqGScA0TbYJxRhz8AIeUn/zBaZjdS1oq4rNWkYR0+mHyujCImaECjSpMhg3GZ5IplncjEdmczqHKjxgbVR6k+RZMZ8JZug7Bm5LZF6TIuTpEoAKxyVAFacVkRCxBZVjs5Ozeiz772y/P7P1vFSb9CxOrOBvUSk2OCOxEY5tigre56SOTmMuGCEI+YrOXNFZKO8TC7Pr8gy09HBzjGL+HW7Xet0OkNCGKMYuJQF2kARE3TGJQLH9EObMRuViLGyk7ouWFlFLBiJUfVmETTMp853BJOjqcwKrExTYsby4HZMK02gkJAjWN8qjQ+sXLQ500vJyvKoJV8qGZxsVAJYcdqQRQEyAsecSfYiiNfp6Vk0IXtBRTm4rFx0gDFayfTBdmI5JS+2xcgbOqHS2oWMDDHiyL7p3NQps3rZot54vv0XI3y+3W63rdPp2Mx019acPGDTJxZsqbPGls7dacuDZ76A4nXFhbHN9JczmuqDxD2idO4i0cFtVi7aCm/vs+tIHVMTAyResQ6mlzrGyByzR0bsMn0wXcml9Igyls53Zh+WztppOrYxOVk77JhvZ3oxohqJH/aLigqzSgArVgl31PjwPZIARRRiPZ4vfknE05jzRKfKHGBsD+VQgz8bZJHssX9sYxxCnDkZ344Pg6t1/Jj8LDKAdWOdjFhkJDWei8whxm38mT3znKiTv/XH99olf/9123HwsE33+rbYbtvjWzfZo8+92k7MXjQs2+v1iu0r26N8jKwp26FeqB/bjmmsDzuQQLP13FCmrA/HY+oTiREZCcx0V+2zPEq+jKwqGVR7kaxlk6QsXZ3jEtiYgfVmbeD1xYjeONtsv2JyUQlgxaqAtxfGmb1Hx6eiL4pAehobIOOAj+1mzkuRPpSNkVElI+qvHHNT4sJ0ihHALGpUkofZkdkF68FtJP6MDOEv3vb1273rj+21F917l82eXLK5TRvs6MyMtU+etAv3P2mb5j5rX7/65XZi9qJGkTrMUyIQqq8wooXtqeMZAcZ0VkbdYlb9m6XF64qVw0kBS8cyrA0mI5JeVi9La5JfXdfqDWeWl10/qo0mJCojwewcZ3UqMszOLfsMJKu/EsGKSgArVo0s2oDbKk05TPxl0SwnHpGAoPPIyFA8nr1li7IwORSZcqBDxDqagL0NzPRjcsW8SNBUlCyLZrA6Sre6FTmcmpqyqZbZxQ/9na0/sWiP79hq0zMzNmVmvfaUPT4zbdsef9Iu+M5X7YFrLhqpg8ms5I2yoj0UGIlhx1HfjDAqApj11RJpYOeq1C9Vver6USSwiV2wjqw89l+Xpcl1k7XJoIgme4Yuqwffvs76pzrPMU+pTDzWZPJbUWFWCWDFaULJafk2cwQxLUYosExGmDKnXZI5DpIY9csGchYhVM48EiJsO/vsF9uOedXD3UiWM5IUkRGK7EsXKg31RB1xaSDfnjn+uO08eNgOblhnLewLU1N2aMM62/7EIXto/rtma7ePtMuIiZqgxElDlAvPHdNTnS/UX5Vj/1l+5cxLBE9NSlhEMYvk4TXA+lWTa5GRkWzSoWygymEkDwkmytCEJDU511m5VmvlmqhYltm/KYEdDPgCzzgGsIhoxeSiEsCKVSMbqOLx7IUM5kyyqIH/q1k/ErOSbFEOMxt5rhFvl7F6sja8DpQtpkdZ/NNPKkqo2lLOA9NL0VEkIuhEECWCqchVbA/7RmfphHV7fVvsdmxqedn6/f4I4V7sTtts/5hNLRyzwZr82S+FjLhjPagHnhckt6yOrC1mE8zLyBn+M7l9mxEgRpR8nxEKRV7YPmsb28lkVsSN6ZvlGYeQ4tiS2ZXJh7JjnUzWLC9Dk0geI754vdeIYEUlgBWrAn6hgQ0qSDjUun0OryvmywgGQkUNsA2ckeOAieXZunVxX7WHTo29PYzyM4LhdaEDUQ/0s0gWk9FvJSM5jMiWgVFkOubLSA9zRkudNbbYaVt3cdGW2m3r9XpDGZeXl627sGCL7SlbbM+MPPOEJElFvzJS27SfKb3YfongseOMOEXdoo7o6NEWsQ5FBBXZYu0zoJ0VWWQkjwHPGetnWFaRK3ZNK/uW+gQjs6VrvtQ3UGZ17pS+aoxT/b+iwqwSwIpVQkWpFBGIZTyNDehx4CqBzdpLUQe15p6ZfuOXyVN6UzOT1RGJl2pHDd7MloiMCMZyzNGWorZKx8yplzAYDGzhnO22b9OsXXTgoD023bXB4OmI7MAGNlhetu3zx+yh7Vts4ZztI0SPOXRGtjKyGuVgJE5FllhetZ+9JMPyR5mUQx/H2bPzHY9ltsBrFPVvSqBZm4gmJGs1xKZE3pCQnYpu49ilRNpxXMxIvyL2rJ2KyUQlgBWrAg5EnhbJg3J8WIfXkznZLL9vI4ErETffx0/KMb1UHX5MRdCUDswOGXGIx5mOONg3cV6KbDYhSqW6Y3m0V1ZmeWD2nd1X2uYjX7RdTxy2pzacY4vdrk0vLdmWI8dtbu2MPbTnBbY8MOv3+yOLQpeiXChvyS5qkhL1iHYoETrcLpHBaJeoXxMyqFAiVl5efUqOkcEoZ9Z3FGnMJi+lyWXTySerk9kZCVV2tyLWibKw/GqS2JTQZrZS+0rOSgQnG5UAVqwakTyxwVo50JiOxyKRarfbI/VFIJEoRUBQNkb6skE9y4MyRtlQzxIiGWCOQZEDtAPW5ceY81NEkKFUXjlp/JxblC2SmuXlZTt67m778o+YPffRe23noTmbPnLcFjtte2jbZnvwohfYiQ0X2vL3yB+SosxZKzQhtYw4ZLb2NFznEvMy8qeICerIyGBsmy0UXjq37Lo9FVtEe6pyzN7sOHtZR4Hp26Q/e9lxyDTWq/p+HNuY3fyuRIkUs7pVf2fHcLJSMbmoBLBiVWCDvQ9icQDNFlJGx4eDVhMnlM3UGTGN+RlQZuaMo54lYsrqyBy+Ih/MKWC5KHtMY44qa4elZ/sxLbObIjaRrHg07+i5u+3rP7Lbvn3igHV7J63XXWsL52w3a03ZoN8fOs6M/GWRFKWXmhRkuqOOTX74DC0jgxnhc/3xeotp2fObav9UgTJnEwFGglg9cb/Urv+zz0LGbRaFi/ZjZTBv7CNNCDXWjfKr66npecE+EOVndsT1AismD5UAVqwKbIBFouUOCD93FUlY9kxek2gVysQIZebESxEC5jCjLlHOmN+dPOqgiC+ms/YY6cb2WT5mHwalJ9pHkbwS0VUyRBIY0wZTU3Zi7XY78b1yg+WBmfWfOS6iYgyZbGqCkgHLorNnhNv7BH7+DknhiA0GzyzzgYQX85nxz+DFa4GRZNav1PXDrknWx5HsYZmM4GTXo0LpvMdrksmM8kYbKPkzWeJkopRfgRE7327S55lcXu+pyFNx9qASwIpVIb5BygYTfANYzUjZm764zxxarIM5tphfDaL4AkZsmzkvJGrR6bI6sm1mK2UDRjBQTyYju83NbBTLZmDkSBFXVs7MVtzuwnMTz1dcEocBn/1j/UzJkZ0T9Twnk4OR2fjP+o3/2u02JYSxvD/jGCOkUV9GhBlBiPri5xsZ4UMSk9k3I75NEJf5yWwa62UEjdWFZbI0db0rXZuQTpVWIsCxjKdlOjBir3RrShgrzl5UAlixKiDZaTprd+KlHDBGA9HxsCgFkjF0JmxAReeJ9ePtNUbkUDZsQ7UZ62C6ZW/gZgQH7caWkGGOHZ9Nw3qYXqw9l50RxZL8TgzZd6CztkuOTcnQpK+iAy7lydLwOH7+LpJBRyR//sKLnzd2+xs/DcjIoJl+scFlyyZTbgvWT8a1Bbse2LUbj3lbWA8Ss1MlqmxcUZMVdVzpr8aGjGiWxlbWphr7KvGrcFQCWLEqsAE7HouEAMvEffZGLQ74ZnyQRIeknAerIxKf2DYjfGxgxu2oqyKtaAdFAlk5ts1sjO2gPIzsZm0op5m1x+rGOpiD9XR23r3OksNl8pTkYlAkAQlx6dxi3rjtBLDb7Vq73bZOpzPyfKkTv36/b61Wa/jPooFos+wXbYm6ZYQBiRGztSJcaiKhykUilxGaTPYSSWVtZtcEg7Kj77P6sO83JZyKgLK2MxJfiWBFJYAVpwWM1LGBz4/htjszFjnKZt5YDw5qSA7j7cKYRzl6dNRYNxJERibRPoz0YV2ZrZgNMgfD7MIIHbMBs0OJ2KJ9lBM2W7nmIssT21XHld4MTQgM1q/IM9aXkbz479sxAtjtdq3TnrL2/HettXDUWms3WGvzHhtYy3q9nvV6vWFZJIFOFHFy0+QX7aDIUEbC2DnB/sLS0NYlosbki/VlfRnPsZrMqcmJgrqOlA1iXnb9oG3wU49NSBsjg4z0TU1NWb/fL9ZXcfaiEsCKVQEHOfa1DHZrkeVF0qgexlZkAevHwZIth8FImEKJtOCt1ozQZUTP90tvb5ZkRifjNo9lGOFrQsY8jRFElhbrUIteR5LO1p9r4mCVg2TEjk0klD1LRBptF/fZz0nfSPTvyW/blq9/3rY+/oR1l/q21G3bwR3bbf7Hf9JmdvzIislRJIHLy8vWbreHRNBs5csi+GPXQxOMY7eSPWOejLzhtRfTMxLP6oj5somRQkZKm7abgfX5Ju1gHjUBVNd/xeShEsCK0wYcrBSBwbyMUDESFZ2b76tZttfr+digx4hgrJvppXSJA3ZGruI2Ho//bD0w3G8SIVEkLdNLyYR6ZOUyZ5WRVhZxYqQ9Apf0KMlXIs2lfdZXFRT58/M7JH9PfNsu/us/s/XHF+zE9q12cs20TR07YTsefczWH/r/2GOvbll3+xVp/ZEMRbLPiJ8Zf1OY6anOQdNo3Dhg/Zldt3jNqchdNoFgesbjiiBmpBP1HpdcZ2VwLMS8jOShrOOS14qzG5UAVpw2ZIQBB6f4oDuLEiJZwjcWHXEB6lh/CeotQVY+mzGj4yiRrCZkjL0cwxxu5qAwH+rFnHOJlGXkKJ7DU3X+SgbmVBkRY+nKRrjdxB5NCTQjfSx9SARtYFu//td27rGTdvQ5e2ztOefYVK9nS52uHT5nrW185DHb8NW/tGOv/RFbbreHET/UC4kdrqnowOPqOiiBEU9mo4w4KjBCh9uYNxJP1ddjJBHHFJYvjj94HjOimxHQJjrhpEYRPUaE47aK/FVUmFUCWHEawEhKHNycHJQcZ6wrbqvooKNJNMxsZUSwJEs8jgN+ieQqMszqjnXgT5EdM708Smn5EnQ8Sv7MCatFsrNzkOWL+ZUjVlEepV8mE8pdiupl/U+1rYhfJH9TU1PWOvyobT3wpM1tnrVuiAw60Tu6daNteuxxO/LUQ9befNHwWUD2tnSUK36hh0EtcYSEEe2jSJ/ni2mKpLO8LL9Kz/oqHo/AttV2tGXs76WxKCN1WX6UQ50bpX/cjucvG99q9K+iEsCKVQEdD4uCqYiU76tPYzmQ0OB/k0G1NMtnDg7JaBZJcjmzNpT+qHMkCcrhKBKDYM9R4vlh+rPjSBjjMXa7PyNnmYNkYES4SUSDnbMSQVRQBJHZS6XR87xwzDpLPevNTFur17N+vz/yskhvZsbW9Q6bnTxCZWJ9k+nOZGf2xD6TlclwqhGnErkvkT1FMllfUG1l/VMdzwiV6nMYafTrjOmkZMfHYioqmqISwIpVg5E/B3O4ns7yxfxOKlhEgpFLT28yI/d22CejMh2V7Ng+IwGoJ5ZHYtAkKhUdGPviSET2pRWlP54LR/xyCyvrcqgvUoxDIBjRZc63VCeza6lvnm6iE/VxuyzPrLOlTsfaJ09av9u1xcVF63Q6wwhv++RJW+q0zdasH7nW8BflyX4xT5RDXTtMz1KZpgQ/li9FzVDmJvKptjKSl+VlejepS+0j0UZ9WFq8LpoSviwSXDG50CvNVvxQ4qKLLlpBllqtlv3SL/2SmZm99a1vXXHs2muvHaljYWHB3vGOd9jWrVtt3bp1dtNNN9nevXtXJZdHDtTMHBe3jWlMn1gP1hvbREfOnBFrO9MDow0s4pYRiKh/zNfkpRhlA7XP3qRmbat2oqyoTyaHKo+6McKnbKcIs6qf2abUT0pkTZE/JmtT+2SyDQYDW569wJ7cttVmD85bv9ezxcVFO3nypC0tLVm/17P1T83ZwZ07bGrLRSPP/2UEL9aP+03KjnO+ot7KDtk1Pk4etVh5qTyTs3SOml4LJXlUeVYuy4v58ZrNJn9N0yomC5UAnmH4yle+Yvv27Rv+7rzzTjMz+9mf/dlhnte85jUjef78z/98pI5bbrnFPvnJT9rHP/5x+/znP29Hjx61G2+88ZTXhIqOPqaxQZV98g3zY5l4PBuImQOMMrAlapDElCIbJUKSOR9GItkP280cLdoK20ACi7qVHJiSBdtEG7JzoezF/pVsTIZxHV8E3oLL2lbyZ3mYXrHdwWBg1pqyJ3/0n9jRdWtsy3cft9b8EeudPGmtuXnb+OhjdnTdGpu7+uXW6y9b73u3iOPXQVh0D/9Z9G8w4F8SKZ2/EkFR+TJSx/7xeImEleRQx1mecdoy4/2IXW+YrvpHqT3VdqYfQyWBk416C/gMw3nnnTey/9/+23+z5zznOfayl71smDYzM2M7duyg5efm5uwDH/iAfeQjH7FXvepVZmb20Y9+1Hbv3m2f/vSn7dWvfvXYMuEA50QrPqTu+VjZONDH8g42042k04+zN3tRNpauBmEmbxbRQv3xeJQ/e+4RHQcjnYr8KGeDUDKiruqYag+PNSFWGYGNab6tFttWMmZyZ+exCViktUQKY9lhf91xhT348inb8nd/bVsPPGndQ/PW67Zt3+5dduRFP2mtHT9iS0tLKQFkZG5cXVA2t1MpAsvsEY8r0h7LqOisn3PXL24zYs3qKkWokcA1udYyNCGcUQZsB2UrHUN7KrnH7RMVZzcqATyDsbi4aB/96Eft1ltvHRlgPvvZz9q2bdts48aN9rKXvcz+63/9r7Zt2zYzM7v77rttaWnJrr/++mH+Xbt22ZVXXml33XWXJIALCwu2sLAw3J+fn1+RJxuUSrdx2Q8HPiR6anBkMjFkAyIbsCM5yRwWq6NEGjN7MFlLDi0iRn6Y7KydTK8mi0mX9C+Rb2aTWLYJOVfRvVhv1jY7X9kEoEk9Xkckbf6pt9a259nB659nh+f22tTCMbO1621qy0U2sJb1FxeH5M9/ToLUp+BiWxmyfsWIoLo2lA3QVk7i1PXt6bhMTXY+lF6la4JdX6WxhU3KmsjD5MtswOxXInMZIWbHKyYblQCewfjUpz5lhw8ftre+9a3DtBtuuMF+9md/1vbs2WMPPvig/cZv/Ib95E/+pN199902MzNj+/fvt+npadu0adNIXdu3b7f9+/fLtm6//XZ7z3veQ4/hSxpxkFHPvbVa/O1ffF4vOoMI5hDwU1gxL0LNmNnsvzR4RqfGjiHUd49ZfjXQK6fe1EGXnCaTXxHSpgSNtR9tjo8HKBI8jg6MfKhjTE61rXRk8itZIwn0r3pYu22tTXts+Xv5l/vPEEQnfdktYCQQSOBi26hPtBFuK8KUEb5sksH6C8qKS6EwOVhafOEhi6ahnaL8WX7VV7JjWXlMR53Z9YvEXhFcVg+zU8VkohLAMxgf+MAH7IYbbrBdu3YN0970pjcNt6+88kq75pprbM+ePfZnf/Zn9vrXv17WVZq53nbbbXbrrbcO9+fn52337t1mVp5VKicRn/kZWRetNRqlYouioiMqET6mL8qmnIqa7aMji7KVnCNztKxe5qCw7mgfRp6bELJsO8rUhFwyMOLF2ssIIJbBaFyT8z5uXx2XJCo7Mdn9P5JA30ZH70Qvkr9I+vAb1+qayIgfy4dQ6Ugwoy2YXRQJigtcx2s/W7Q5lld9NB5HvRX5Yzo2BRuXPJ3ZSpWPYHVlxxhBRLmaXDMVZy8qATxD8fDDD9unP/1p++M//uM0386dO23Pnj12//33m5nZjh07bHFx0Q4dOjQSBTxw4IC99KUvlfXMzMzYzMyMPK7Wm2ODPvvShSKAXh+2pT6Sns3u4zEmLwM6FdzOjjuQ0CoCxN6izhyRct5Mfpau3oxWJBXryd7IVHUpfRRpyvRBx64cf5beNCKIbTPgeWAvHcV6kLz5MSSAZjZyuzcSwOz2L8qO22rSlPWnaDN2vTM7MRLIzlec8Lk+eKs4XvvqfKhP3OF2VgfLmx3L8paQtcWIPNoa82O5SKBVuxWTifoW8BmKD37wg7Zt2zb76Z/+6TTfU089ZY8++qjt3LnTzMyuvvpq63a7w7eHzcz27dtn9957b0oAS2ARLByE4sCFUb+pqSlrt9s2NTVlnU5nxfdSGZn0NvBzcMwZ4WCHJNXTHEhGvd6Yj9Xh/y5zvKWtyB/bZ070VEgJthEJN2sfHTR7djMjfBkRKZGnEkEYp60MrK+WyJ/qXyy/Ij8oA/7irV583i/eAi6RvpJd0IZsOzsXme1YeuxHsV+1223rdDrDX7vdXvHDN4Nj+/gohZKLXXdNzpmqS5VvYouYpp6LZuVRtiZ9P457OM5V4ldhViOAZySWl5ftgx/8oL3lLW+xTueZU3j06FF797vfbW94wxts586d9tBDD9mv/dqv2datW+11r3udmZnNzs7a2972NnvnO99pW7Zssc2bN9u73vUuu+qqq4ZvBY8DRp7YAB2PMUfggz0bFPHWjZeN3z6NeeM/k6+kCzrIEvHCaFqJuMQ0RlZZ/iyC0ySSyY6jg2A4XeksX4kQsvpcXpWnCZEz41FD1SYrz/JnbbM+7Nv4ObcmZBF/MS/bjnLhxEyRSKWL0osByY5vxwmfy8Ceb4yyeNloM/bmv4qmRXmz61rpzc4fHlf1N5UF22e6NBnb4nlm9WQ2qpgcVAJ4BuLTn/60PfLII/bv//2/H0lvt9v2jW98wz784Q/b4cOHbefOnfaKV7zCPvGJT9j69euH+d73vvdZp9OxN77xjXbixAl75StfaR/60Ies3W6PLYsaMH3QQULHHAISQrNnbvXg4K4cGEtjA2Tm+BTRZNvMCUQiyAZeFQnIiIe6xcPyMeLNBnrm2JRjUHogMufIdM72lZxKPtW+iv42Jeie3tSG+F9yrlEm/7KK6lf+r4hfPB73o/w4UWA2ya4P7P/MDpgfr23/dToda0+1rHt0n00tHrNeZ631N5xvU1NT1uv1VuiFzwGz/qlkwX6g7MBIlmqP6Rrryz6npyYwyvZZ/y1NbKNc8flKL1sqX3F2ozWoPaDiFDA/P2+zs7N2ySWXDKOQ6PwY2YuRPt/udrvD275IRvzBeP93Z6DefsR1B3HQ83RGFBjY4KycfXQ07AsdSHBjG4wIlSIzLI29BMKcXMkZlch8yV6K3LJbgdEm49iCyZnpUCJpJfKpjmHd6pzjdaGOKSgCyPa9Tjb5YQSyyXYTxGsJz7lH+judjq2Ze9B2/cOXbdsTB63b69liu20Htm62x573YlvYdMnTX0GBt5792o//mV1iBDHTmaUzvRWBZDbI0rLtjOBjRFSlseNYv+/3ej37m7/5G5ubm7MNGzaskLvi7EaNAFacFihHnD3/FgmAb3sUMq4B5ktkMLKCRC6CkTw2YMb9jBAgOWU2yBx4BD63GOtQs/0SMMrRhNzgA/MO5shVm1kaEscoZ0k2rFM5VkVmx0F27lTbGeGM+6XoFO6z88DICiN9Tclbds2UwPRR1yQjw92D37ErvvKXtuHEos1v2WhHp7s2deKEXbDvgM3O3WnffPErbXnjJUP9WB+Nt36jjUo2RxLH7IHXEdqmRNJZf2FyqbHL22e3wEv1I+GL26yeislGfQmkYlVQzjcOok0iH/jSRfalDOZg1KwdHQSWj3ow4sUiO7FuVg+LAjG7ZaTMbZDVh7aLUHVgfax9bAOPqzIsX0Zo4/Nfqg2HIiarkZPZQtkpy6/kySJEKiLFjvm2evlD9essb9SJ2YXZI6ap603ZcPizgZ3/D1+2c4+dtKfO3262Yb1NdbvWX7fODuzYauuPL9j5933FWsbfmM/Ob+nrNtl5RtvEPpn17Sb9RdmyNE7guWTHMI/Xoya0WZ0Vk4dKACtWBTaz9H02g/V/Rk6yW4CsnggcyNHRIRHNnGiEcrr4di/aA0mqcgYYAcXlcNhtV+YsmhxHGZm+GbmJ+TPyxxwdypU5ppIepchXCU3tWSpbspWqk/WXeEtTfZ/X88dyCLweY7pqm9VRkhuvtYwwxXJTc3tt25MH7dDGc21gMJmbmrLDs+fatieesvb8d0fayohYlJtda0qWrL+yNNRRtVMihkoes5VfTCrpzo6pyB9OIsbp9xVnJ+ot4IrTAkaykHDFfBHRibC3+lheLIfkrMltE6+DOXUWtVIRv7idOZU4uLPIHNYR60cbKpQGdGWHrA5mI0xjUVlmBz/HmZNkMngb40YtMscZ5SvZwGVnjrNETErnJNouI7SZ7mzCo1C6HhlxVPUwGTLCM7V4zLq9vi12utb+3vN9sezCdNc2zC3b1OJxa5278los6ah0iY+UqLJ4TksvnuC2kgPbza4XvMab9nfUSeka92sEsKISwIrTAn+L0aEGxszR+wzVtxm5Y/WrAQ1viTAS1TTaEaMzqEMkNWbP3Ipit7nZNrOLchAoHytzKkRROaGMQGVkmemkyG5G/JjcGdlEZBFLVf9qjym9SqRBYVxHfaqOnV1PmFYih6UJVb97ji2229ZZXLBepz1Sbnl52boLC7bYmbJ+dy2d7I2royqTESSmB8uTjWOlaxnrLBFyRSBP5VyP0/cqzm5UAlixajgB8u2MsLDPuvk/kr+4Hhi+9ddqtYbRg4i4fAybxUd5maNDmTHqk83kvf1IABT5Y7d64r8itdngn+mAti+RkOwrIcqhKV2YPZqUj+0pkhmRyZXpW4roZCRI6Z0RdNVWyZkzwrDaKE7sS03qYhMMNvGKx2O+3vpd9vjWTbZ7/5O2f3p6tP3lZds0d8we2bnVeut32XK/2VdOvG6Wr0RSo3yxHqUrlmfXYxOCpfqc2lZjZjb5xXRFZCsmF/UZwIpVQzkCBRysI+HLvnXaZMDDb4aqxajVYI0yKTKAxI592YSRHUYMm5TBtlV9eFxFLlgdjtLD9OzZR99ny9+odnBb6c3aYlDnCutXpKDUTiZfrKOEcYgCqxevgdVGCJU8zH5YjsmSXbMDa9mjl15tR9fO2I4nDln3+HEbLPWse/y4bT9w0ObPmbFHn3u19ZdXPgOJv9ge9h9F3Ji8KGfTfhev4bivJjXsui+1EWUt5VE6ZPurnUBUnNmoEcCKVQEHvBjZyhxdzBN/Md3JHLstjGDRkVgGB+M4a0dCyOqP5CEjAapcHOyRNGLbLDLEZFXtqfJNZMX8SCCRXGZva8c6474iiaoMk6+kQ5P6mkCVjRMO1r/UG+2nKpPqk036RFYO62dpWT2ej51L1ZcXNz3Hvn6N2e7777btTx6y7pHjttRu2yM7ttqjz32RLW68ZMUkMNbHdFbjAuqM24oMo15YF7Ohsgcbe7L68Zg69/FY1hfU11KajAkVZzcqAaxYFdRAioSAEbz4jx8rR2KYLfyMJIXJpLabRo0YGfK62ALWWDaSgUj+2Fc7mB6MBDIHoT76jvtNnbuKZqhjWZ6sDiVDE6c1jjyqHWwj7vt3eZeXl21xcdGOHz9uJ06csMXFRXvqqafs5MmTI3LGb1qvXbvWNm7cOPI/PT09YhN2HscldQqRIJyuOtm1oIiUImaLm55j//jiS+yh+b3WWTphve5a668/35YHZoNkofdYv9JFXf9Mzmj7Eplm5E31NTZW4OSpCfCORtRHEWNERu4rAZxsVAJYsSpEMsJm2fiPpK7Vaq14sSISPiyH0cCIUhQgyuz51eCcDe5eVj1HyMgOkkBFANER+bYidorYZroyfVW9UZfSP+rL9FdvP2M9Kmqi9Ivwc8NkUWmsrn6/b4uLi/bd737Xvvvd79rhw4ft6NGjduLECev1esNHFjK0Wq3h1y/Wr19vGzdutO3bt9uePXtsw4YNtnbtWut2uyvaZvqyCJbKk+nF6ij1g0y/jDj5NYtrPg4ncOsvsN739gfLfNIX68qucbxOml4fGRkqlcexDydn6j+OfaX2xpmwqXRFfCsmG5UAVqwa6FDVbJTliUQQV/dHJ8Bm9urLHt5eadBms2K8Let54rdas4E+5o9pSP48UhR1UdE8f7kltsM+88T0LEUtSiS4iUPz7ewTd6WlbxShZLJlMrBzkdUd9RsMno74zc/P2759++zRRx+1ffv22fHjx08peub19Xo9O3nypD3xxBP2wAMP2D333GObNm2y888/3/bs2WNbt2616elp63a78gWcWGf8z/IpR18ikCWCGCcoKg+2wyZLGMUyW3lNY7QrprFjTLYoI5IuNU5k5LY0gWD9Dq+NKHeM9DFdYppCiYyjXZoQy4qzG5UAVqwKbKCNgxgO9izSgW+nqsEd22LPXzHnoghPJncTopC9LOGDa7vdHiFAkfxFAuh1R+cX32j28mgDdMBMTmbzSGYZMkLGCDQj1OxYiZSxc4XnMRL0rFyJtEaCOxgMbHFx0ebm5uyRRx6xBx980A4ePGiLi4vUPqvB8vKyHT161I4ePWp79+61e++918477zzbtWuXPec5z7EtW7Y0IoKIkk0YWWPEDuvIIm5Yh8qfEc54Dko/L9OEaKp2m5Cq7BrCcQ3zqOsCo/1shYKSnMwGaHNFypsQ5IrJQiWAFauGIgTxuJmNkB3/jw4gkp+mUYD4j+0q56aIadQDZcc6mkSr4nqA7gAUATR7Zi1F9fB7jFzgLXIGJEqMHJdIchOds3Ov+kPTz3YpkoptqP0S4RwMnv7W9KFDh+zRRx+1Bx980J544gnr9Xor2vx+YDAYDMngI488Yvfdd58973nPs0svvdQ2btxIbw97OdxmfUERlSbOPyMnLE9GpuI6oXGiE8uxiPY4JAVt0oSIlogw04/1p2hntf5nvA3OJr1qsWpst+k5Vee56fmvOPtRCWDFqsAIBg6ImBcHN/bcDqbH/CpixGa22WDH8qpyGQlRJCPO+iPx63Q61u12h9FBd4jRMSIB9GfNVLQl6o4kL8rLjqEjy2wXyR4jfhnhQgfJ6ov5MrKSET6Vzs6hR+G+/e1v2759+5414sfQ7/ftySeftC984Qv24IMP2lVXXWUXXnihnXvuuSOR5CbI+gHmy6JZMS2rw4xH1ptEqeJ+lo6/mM7qVX0n9qsmRAgnhsw27Lpnkz4zG77h7Nc0W4YmI69qHEXZ1K1unPBWTC4qAaxYFeIAom4r4r4PTPG5NhxE1WAY9+Mt0dKArmbPWXSFRQlZvqaOwaN+3W7Xut2udTqdkYhAdAoxIhCfD1JvBSo5VIRPlcnyZWQNy+E3jDOSzOSJOrL/rO2MrDsWFxftiSeesG9/+9v28MMP27Fjx6jePwj0+3377ne/a08++aTt2bPHfvRHf9R27txpMzMzKyKnpf7OUJr0KHtmbWXES13PjLghsVNkSJVn+dm4kBFHpl8GNamKb4N3Op0hie/3+8OJRtQz1uNp+Gwgvjin2mfpbL8SwMlGJYAVpwVxQMXPwrG3fSPBiYMbvlmLUUVGaHAgw6iGcmyMTMS22TNY6JRYHnzZIe57BHB6eto6nc6QBPf7/ZE3Svv9voxqjRPlaEp80UmXCGE8hsQwI3+xLLajHFKUHaOHzD5MNt9eXl6248eP23e+8x379re/bU899VTxTd4fFBYWFoYyXnPNNfac5zzH1q5d25gEni6MGylqEi2M+1kaiwBielZ3ts+IU4kIMvKMY1J869mj/T7hi+NHv98fXv+qbTxemuQ1IeklQl8xOagEsGLVwAFFPaTvA3i73ZaRKTXIxTpiW3E7psWBk+VjZWIbMZqJJBT1jmDLjzgp8mhAt9u1mZkZ63a7Zva0w/CIgEcCMTqKOkQZom2R+Cg7q6iMip4pAqCIOBI2RcwYUcvqz6KuJeK6vLxsR44csQceeMC++c1v2tzcHNXphw1PPfWU3XXXXbawsGCXXXaZrVu3Tt4SHtepNyE/OJFSiNcK1suuc//PInxNo46sbtxmZbGNJjoyHdj15Oke9XcCaGZD8oeTp/jD+nASHOVh45lPeMa1T8XkoBLAilUBl3DJnIBZfpsYI1YRrK5SW6o8IyOZ7KxdVSemxahYvCXkS36Y2cizQPF5ILcVu9WNjqhJZALzMz2zaI8ia6gnOjLM59vqWUB0Zk2W31Fy+f9g8PTLFvfff79961vfOmPIn+PIkSP2xS9+0Y4ePWovfOELbd26dcNHCJpCXXfjROyaEq9SvZ6fRfQUWWTllGzquDrG2mL9jF17Kh3f4FfXoRozmEwl2/hxvNvixyr5q4ioBLBiVVCDqhowMU/JgakBKxvIVHQwEim81YyyMrLFZvrxn+kf9fRoQHwRxMEiAgrMubJIAEYilHxMXge75Yr7SNxZNIPlz8ihQ9laEUAmm5O/Bx54wP7hH/7hjCN/jpMnT9q9995rnU7HfuRHfsTOPffckT7EkF0bTdKbkgZF+BSRycD6bDYhY0SS5cu2GbD9bNIVVziIv6WlJet0Ora0tDRM88c94nO/7NN3Jdlw3VBPz9LiKgPjTB4qzk5UAlixKuDDyHEG6rc9PY09G4YDUXwOsIkDyMiNcgo+eLKZdiQw2LYidexYk4hj5oxVVCCLfKjIGNbt/00JeEbiUL54zhUJbEL8ol64r5aQUbqcOHHCHnzwQfvWt75lhw8fTvX9YcfJkyfta1/7mi0tLdnzn/98m52dHT5LmvUnZpssCmy20q4qv2pT1Yfpqn2MkLF8TUgMXm84qWMyl8oj1NeM+v2+LSws2GAwGJL1Xq9nS0tLQyIYo4Vs+asoQ9xmaZHoKZthHRWTi0oAK04bGGmJwAEyqwedgCJVJVlie0o+Vm8TMhXzZc4B6/W3AD3N92MkgH0BxespOeCoe4k0og1URI3pwraR6CHpj8ea2Jedd5Sdlfe0kydPDpd5OXTokGznTMLi4qJ9/etft6mpKbvqqqvs3HPPbXw9mOlbpU0mBU2jeEhOShgnUslIUSxTIqqs/7I6SwS5JB8uY+XXvBM/vOZjuaxNNRnO0rJJQMXkohLAilUhi3TF2Wh02irChvssElGaiZcGcBbx83TmtFTkitWH9eIAHG/5LC4uDt/0dWfgDsHLen5mG9Yei7BkDp05wnHSYsQvpqmoX2bTrD8wJ6y+khHr6fV6tn//frvvvvvswIEDZ5WzW1pasm9+85s2Oztrl1xyia1Zs2a4zpwZt1kpgtaE+JUmIFmkSkXeSm1m+VutU3vRQY0daj8jpCovEkBc4olN+HDii9sZYcXx0dNidLLJAvIVk4NKACtWhejcsyibWfl2hKcxIsYG+Tj4K8cS36QtObHSjJnppiJgkQTGAd7f+HXih87AyWB0DLH+KMs4Dj06YIygKfljHbFcvMXL7IFfPvBtbKNEqpE0jEM+BoOBHT582B566CF77LHHaP8503H8+HH727/9W1u/fr1t377dZmZmRhy9WZkIMmKR9XsVSVRtsTbUMTZ+qLbVJLAJaVQynEreEqmN13i8Ta+e+WP7WHemuzoHajKXkf6Ksx+VAFasCni7AqN8cbDC55Qwj+dDMujbmJYRTyzbJPrAnKDLjTJjOUa8IrlrtVrW6/VGns1pt9sryCE+GB6JJJO3FOVR+qGeWJaR8EzXLMoXCWFWB8qhoklK9ugAT5w4YY8++qg9/PDDtrS0JG1ypuPgwYP2jW98w8455xybmppa8VKIIgsRWb/Iyp1qBEn1Z6yXRcBKYONBSRa2Xcrr+2zCFCNucZ995Sd7+YNNiksEuSTjqZ6zirMTlQBWrBpZxMD3mQNnH0PHSBWrD7+jGf/jQJmRIxZVUoSHvTCCuqH8+FagkzonIzECGH/oEFAXdB5eV5PoGPt6AG5jmSZ5GQl0whd/iiRG23l6iSCwvuFpy8vLNjc3Z/v37/+h+sLH9wODwcAeeeQR2759u1122WVmZsPlYUp2NNORc+zXTWVh9WeRKVWu1EZGlvBY1jabZGC9apKkdEDihmMHk5Vd61k7sW52rkr6NpkYVJz9qASwYtVAYhEJSlzQOEYAlWOIg1l8XkUN1HicDYY4SDKnlw2ijOCwsiziyMidPwvEvnoyGAxWvBmIsir7o7xIjlB2ZhOEIn+M7KGd4jdQ1RI3jIBHe+C5QP2YAzxx4oTt27fP9u3bd1be+kUsLi7a/fffb9u3bx9+YzqCkRgWufL/UyUHTUheRhKbkFA1brDI8DhEkNXDZCvZR/VlfCtXET92POZjbTF5Yzojn56mnqWtmAxUAlixKrDBEYlPHIDY7RGvJ4vGsWfhWBsoT6w7yqwchiqjHAMSPxUlZM8qsqUa8JZwPJ7N6lmbDIz8NSGC8ZiK+MU0J3xO/nBJIBURYbKz88ecv9nT9jt8+LDt27fPTpw4IXU523Dw4EHbt2+fzc7OWrfbHetzcU2IUVM0qat0vlVdGeHybZwIsr7SpH9lbar2FXBcU5ObjAir/XHys3ZO13mvODNRCWDFqhG//evExgeZGP1Tt3zjtrpFEYkgu6XCyGcW7WIDH/t8nCKOiBhdw7eevexgMPomoPrWcPZGILMbs2OmJ9qLRQ+Zfpn+0Qb+c/Lni18jWWSTBSZvnCjENKbPiRMn7MCBA2fdW78l9Ho9u+++++ycc86x3bt329q1a4e3gvHcNon2+j5eRxlWQ5aa9Gfcz+RSRI/Vl/XpTJbTQSbVdT7uNY/tKx0V+ayYTFQCWLEqYGQsEkEVHWNEzcFIogPrUDLEuvy4GpRjWfaMXBPSF+tUEYi4HW/xMkLMIiSYt8kgrkhd5vCYA8uWXGGLPsfbvvHLJ/g5rKireu5RfbVAncP5+Xl74okn7OTJk1LHsxUHDx60L3zhC7a4uGiXXHKJnXPOOdbpPDPEIznACDfrF+P0lZifESWckGG5cSJSigSyayeTQ9Xr20reEkFV/ZXVr9pAGVAPVV9sO379yMtGGest4MlGJYAVqwISBB9sPC0uf8CigU2InKcp0qiIocsRB0vl6FRd6CQzOTMHivUycqocYMlBsO0mcqJuMR/72gb7xWP40kf85F0kgEju3DZxH2+Zo47M1sePH7f9+/eftcu+NMHx48ftiSeesAsvvHDEtqUolyMj2iqvumaaRuiySHXWtur7jPSNW65EUJvopcimmuSVyDGLljPiXJKxKcmuOPtRCWDFqoDP9GHUCglY/BalE4L4rBu+KNJkQI1A0pYtEsuewUMHhuXwM3WMfLIZuudhNnFkURAVVVCyZ2nsWEaqXTYkfRFIAj3y1+12rdOesplj+6y9dNwGM+daf8P5Zq2p4QsxkfDFiUJsJyN+Zk/bdWlpyY4cOTKR0b+IY8eODe3qUJOZeCyzcTY5U5G1EhHBfE3rbVK2ad4SEVUEskRaGekbR0ZF6phsSARLY2TpeMXkoBLAilXDBx1f7y4SK3fs/mbi8vKytdvtFY4+ksNIltBp4er6no5kJg6Eyrm5vBlpYhEN5TSwDM7q1fI1pQgg6qug5FIksEkaI2Cln5PAbrdraw4/aOd/+yt23hNP2fRS3xa7bXvyvK32xFU/Yf3zLltxTiNBxnOItkV5FxYW7MiRIxMb/XPEL8o4GJlXOBXywPrNqZCgUrlSlAy3V0sQS9ekQkaY47jYpB01VijZGSFUk8tKBCcblQBWnBbEF0HM8ogSRntwzbymAx1LY7ef8FNIMYqnCE+UuUQm0dk4kcVoYbRVts/sh1ARMmWPLNqHerM8TaJ/SAKnDz5gV9z9GdtwYtGObN1oJ2bW2NTJE3b+Y4/b7Nyf2z/+symbOu8y6/V6K+zhdcRHBTL5+/2+HTlyxI4cOTLxTs2/JGOmI384sVHA60HVwQg5u2ZWE5nKInRZFA/lYxM0lhfLlMYldg3hvhrPvDx71pdd2/hsH9MhI4JMvorJQ30CtGLV8Ohd3Hdy545Ife8y/iMxjIQw1psdZwspx2cQPZ8ibypqxiKPcVvljcSJtYFfB0DZSy9H4I+1y+RmekRHkb34wdrB6F97qmUXfPsrdu7xk3b4wl3W2bzZOmtmbLB+vT11/nY799hJ2/qNz1t7qmWdToeuFYi/TLelpSU7fvy4HT9+nMo9STh58qQdOXLEFhYWRtaSzIheEyBhLE0iHKVJW9ZWth3rYX0kk0VN4kptKLlVGXZtKqixSOVl1292zcfxhh2vmDxUAvhDhr/6q7+y1772tbZr1y5rtVr2qU99auT4YDCwd7/73bZr1y5bu3atvfzlL7dvfvObI3kWFhbsHe94h23dutXWrVtnN910k+3du3ckz6FDh+zmm2+22dlZm52dtZtvvtkOHz48trw40LFjZisjCbjIcVz7DokOfheXDapqpuzbcaDH8izKpCJrrN4smqBsg99qRXkU8VX1x3yxzhIBULfcWFvRNln0tNVqWXv+u7btyYN2eON6s++lD18QabdtbvMG2/r4EzY1t5euFYifjSt9f7jf79vJkyfP6s++NcXRo0ftrrvusi9+8Yu2d+9eO378uPV6PUmW8Fyr8+vH4j+mR6h6Mb+Kqql6WLulPqvAiCCTuyQH1pmNh6oeNallZTIZSxFdtTpCxeShEsAfMhw7dsxe8IIX2Pvf/356/Ld+67fst3/7t+3973+/feUrX7EdO3bYT/3UT9mRI0eGeW655Rb75Cc/aR//+Mft85//vB09etRuvPHG4Rp0ZmZvfvOb7Z577rE77rjD7rjjDrvnnnvs5ptvHlve6Kxx8GKDqpp5MxKIUTc2OKpIGCNQpbrMniFmSFDZbaBYznXKZFFyIUFlcirZ0d7slhjKyvTO0MRJIDns9E5Yt9e3pelp6/f7K55J681MW7fXt9bJoysIR3ZrUkUGe72enTx5cuKf/zN7+pwePXrU7rvvPvubv/kb++Y3v2kPP/yw7du3z5566imbn5+3o0eP2vHjx21hYcGWlpZsaWnJer2eLS4u2tLS0si3qB0ZAWd5MiLpx1XdjKxmaSU0JYLqWCnCyK7DUv0ZQcZ9HEubEG4la5z0VQI42ajPAP6Q4YYbbrAbbriBHhsMBvY7v/M79uu//uv2+te/3szM/vAP/9C2b99uf/RHf2S/8Au/YHNzc/aBD3zAPvKRj9irXvUqMzP76Ec/art377ZPf/rT9upXv9q+9a1v2R133GFf/OIX7SUveYmZmf3BH/yBXXfddXbffffZ5Zdf3lheH6Tic1s4cOGAxZ4XjHkj4cJ2Yh2Yrggak0URN39BBY/hCxxYF9NTkWFmF0b0MptjHmybycPqzZyJiiqgg2foddbaUqdtnZML1u90bGlpaeS5pc7Coi112rY8sy4lxqh3Fj1Bklnx9NqAX/nKV4a32aenp216enoYdZ2ZmbFutzv8hFy/37dzzz3X1qxZY51Ox9asWTN8m9sXlx4MBtbpdIbbsT94FNds9FOHjnH6OOsDXq5UFr+io2QYF2oM8WMsbyaD+vdtTMdJJo6/TL/TbYOKsweVAJ5BePDBB23//v12/fXXD9NmZmbsZS97md111132C7/wC3b33Xfb0tLSSJ5du3bZlVdeaXfddZe9+tWvti984Qs2Ozs7JH9mZtdee63Nzs7aXXfdRQngwsKCLSwsDPfn5+fNzFYMRL7vjoARDDWI4iAXgcQw5lGfiVOELb4UEtvBt5AZUSyBkceSvkpXBkXssB5F9BSZw7ylZwAVIXTZe+t32eNbNtnux5+0A2tmzOyZZXeW+33bfHDevnv+DluevcCWvxdtis9voi0ymywvL9vJkyft2LFj1bERLC8v2+LioplZo8/jsSirk0Cf4Pn6jj5pcvLnBHNmZsbWrFljU1NT1ul0bHp62rrdrpnZMP/MzIxNT0+P3P6PMsT/iCbkSZUppZXAxoNx6i6R16ZyqQklI4ax3nhO42M1FZOJSgDPIOzfv9/MzLZv3z6Svn37dnv44YeHeaanp23Tpk0r8nj5/fv327Zt21bUv23btmEexO23327vec97GskZB6f4LFdMQ6eeRQxZpCuLumHemI6DK3tzmRFFVbdHM7OIG5MD7VVyDKWIR1ZO3VZiOpfqi8dRr/hbHpjtvezHbdP8Z2z740/Z4Y3n2tLMjHUXF23L4aN2ZN0ae/LKn7DlgQ1vEcdb/0gE0Q7o+Hq9ni0tLVUCeBrA+uLS0tLY6ytipBj3Pero0cn4yUCPSk5NTdmaNWus2+2OkEVcYNz/49qi6rnRqCeblLEJa2nyFvNk17rnzSZrnidbw1TVZTb6hrCK4keZKyYXlQCegWAko3QhN438qHpuu+02u/XWW4f78/Pztnv3bkoa4oCPM2YkWDGdycC+CBEHbiQweDuEIbaFy7VkAzgjtLEetAHWFdcdLEUtmBxssI9pJZ1Vvuy8KyehnGIkcCc3Xmz3/vjTbwNvf+qQdeeO2VJnyvaev80OPP+lZuddav2lpeHtW/YGN4sAjhshrPjBoNTHPSrZBDjOxJeF4ldnnEz2+/2RyKPf8l67dq21Wi2bnp4eye/1xReSvD1GJP1YHHeaXNP4jyRUTTZLtmH52RgZ89TrpaISwDMIO3bsMLOnI3g7d+4cph84cGAYFdyxY4ctLi7aoUOHRqKABw4csJe+9KXDPI8//viK+p944okV0UXHzMyMzczM0GM+uKgFfDG6Z7bywWpGthS5xMFLRYXY58yw/kje2MLUSEzZYIqyKSKJ0TImD5MV9Sy1w8qXohwlOzVBfIHGye7JjRfbwy99rn33yGPW6Z2wwcy5tjx7gU21Ozb4XsTOiV/8KkgT8hdl9AhgxdkJPP+neusSxyV82zx+w9rMhtHF+D3r6enpYX4fF5Fosm9fRxniL05yS5NXZZdYtzoW08e5rivOXlQCeAbh4osvth07dtidd95pP/ZjP2ZmT8+iP/e5z9l//+//3czMrr76aut2u3bnnXfaG9/4RjMz27dvn9177732W7/1W2Zmdt1119nc3Jx9+ctfthe/+MVmZvalL33J5ubmhiRxXMQBzfdjulkzgqIGMB+02C1b/LxaHFj9pQ4kSwh2K5dFLzEvkxXli8dLEcYmYHW5jDG9id6xnJeNDpKdRyZPlMmdmJNAM7Plc3dZ/3u392x5YP3lpZH87N9s5fqLyuFVh1bRBBh9Ox3PwEUyGYlkjCZ6ut+69uckp6enhzL4Le94W9zrimQV2y5FD1l0sl4rFWaVAP7Q4ejRo/ad73xnuP/ggw/aPffcY5s3b7YLL7zQbrnlFnvve99rl156qV166aX23ve+18455xx785vfbGZms7Oz9ra3vc3e+c532pYtW2zz5s32rne9y6666qrhW8FXXHGFveY1r7G3v/3t9vu///tmZvbzP//zduONN471BrDZ6C0ZTEPnrIiG50XChS9kIJlhBAwJTBzomVwIJFfZrRWsEyOJ+BZkpr/Sh9klG8Qzkh3tiG1kZWLdsWxcPzGScF9uqNVqDb/yEfNjJDQej+l4PCPZ/sxYRcWzjdWQSbye43jqY0gkk2zBdL/V7f+exghoLG9mI0uDVUweKgH8IcNXv/pVe8UrXjHc9+fu3vKWt9iHPvQh+9Vf/VU7ceKE/eIv/qIdOnTIXvKSl9hf/MVf2Pr164dl3ve+91mn07E3vvGNduLECXvlK19pH/rQh4a3NczMPvaxj9mv/MqvDN8Wvummm+TagyWw5+IcbPYZj5nZCmKgXr7Ibk2yfWwn5vP/SNIyQsjKsuPRxuw4q9/T1VvTTJ9SRDGzh9cR62oaIYx1RYLt6fHcuXPp9XojkVgWFUXCh7ZRRNz//YWAioozCaq/ryYyGclhjE7G29nx2cmKyUVr0PS+U0VFwPz8vM3OztqFF144cnsiOuWmhEYdy25p+nFWf5N9T2u32ysIJ+qBkUPUF/dx1s2ipNgOIzXKNniM2V7pjzLF4yhz3GefaWNf74jH8Asf+JUP1wdJHiN7qr94H9i3b5999atftQcffLDxrfSKioqnMTc3Zxs2bPhBi1HxLKNOmStWDSRDDnXr1/Oq9fhw34lk/OJIzIv5PZ3lRTnZAs9R1vhcYATbj/lwseuob1aPAhLgWA+7vY06M1njNtabyRltF/eRuOEtYrQDiyA2sQ27Pe4LFU9NTf1Ab2tNmdk/NbOdZrbPzP7azOpKaxUVFT+MqASwYlVAgoQRM+bEPd2JXXx+jBGS0vNffjwSUScc6k1glC3KE8uw5V2ibCyapiKWDCyiGXVTUMcZGcxIIIsE+nEmJ8rrbeJSOvhcVDznsWzpFnkmU7TB2rVrbXZ21tasWWPHjh1bUc+zgdeZ2f9lZrtD2qNm9v8ys0/+QCSqqKio0KgEsGLVwFuDDkYyYpmYh932jfVgfSwChvkYMfR/1S6SO5Q31o/yMd0yvbCu7Danih4yOVRUL9ZXiowivB71Gb9I+KLt/Y3e+OA5nivVFtMR9XDEL1X8IPA6M/t/SPr530v/l/bskMBWq2Vr1qyxmZkZW15etoWFhWFElE2kSgS8oqLi7EUlgBWnBUi0WFQMt81GV61nUcRYRt3WZcQipjOiFElKKdKW1YcED+WLt4TVbVUWpWQkEqOTmT0YyUL74FvKKh8ji4zAoV3iMSeOGBFEvVXUNIuktlpPv914zjnn2Nq1a+3IkSM03/cLU/Z05M+38diymf2Omf1v+/7fDt65c6ddc801tmXLFhsMBjY/P28nT54cnhf84kqv1xtZh9HXUzxy5Ij1er3hV1riz9PZwt1mlUhWVJwpqASwYlVAEuPEAqHIhpeJtxM9LUbwkDSy9mPeSEayly8UKcNII0YTYyQMb2krIhNlQsLox5j8sWxG0vCWLEYzsY5MV8/X7/dX2I89N8mcP0YL476K/CEy4hd17nQ6tnnzZtu2bZsdOnToWV0U+p/a6G1fxJSZXfi9fJ/7PsrRarVs165dtmPHDpudnbV2uz1cPN6Pm608ZxGRGMYorhM//y0sLFiv17PFxUU7efLkyLHFxUVbXFy0fr8/3HZiiWTS+1hc+5FFKisqKk4/KgGsWBXwDVAHIzi+7ccj0VEDfiR2fguSgb10gXKoW7MYFYvOiN0WZbdXkWCpW7DxFimLpp3KiyKMZGJkUkXxGJnOIoAY6WXRn1iGkUBWb5Qti8qq82lmtm7dOtuyZYutXbv2WSWAO8tZxsp3qmi1WiNfqVC39LMFhT2/14NQkV/89+hgjDJ65NCJom+fOHHClpaWhiRxaWlpmLa0tGQLCwtDwjkYDFbUx74cU1FRUUYlgBWrgiJIbF/dOmW3Y5lTYXXHiFKMojGwOjCCiaQI02JZ9eUQvC2NpAWJYrRNrCP7DjLbz4gT04fJwmRTtsvqj3mzaF9Wb0kulLHb7dqmTZts48aNduTIkWeNCOw7zflOFVNTUzYzM5Ou7absjP9NCHgGnBSoXyRv8VOC8efRQrxVHQnjwsKCLS0tDSOPZjaMPnoej05iffEzhIzgVlScragEsGJVQLIT0+M2RrZUpMqPmdnIM2NYrpSWRRUjufIFilmepogkNrat9MsInacxIhrLMiLEbIhlvV4W4UOZUQ5GzlUkN7M/a4ulO5lXpJRNBjZs2GCbN2+2/fv32+Liomz/dOKv7em3fc+3lc8Amj393N/e7+X7fkORmKb9OSOIpwMYxceVADxPvPZLZNLMVuRlRBPJZIwk+ssyS0tLw3x+y9oJpJPIWG55eXmYr0YhK840VAJYsSpEUuGOQi30i+UilLPKootIILLIWDweCVMkFzEqpogSkq2Yr0TCUNaMBLHPyKnyrC2le9S/iZPKooDRHkwGBRb9Y/Jj3ylFJFutp9+A3bhxo61bt+5ZI4DL9vRSL//P97an4JiZ2S32/X8BxL8vmxG2UiSXkezsGmxyDrP6swmgmlCwyaVP5BgBjjIgkWT5MD9GK/3fSV98ztGfe3TCiFHISDAx8hjrrqh4NlAJYMWq4R8rjz+zlUQhztYZCVMLBEcg0WLRxyb7sS4Fbx+fLWTPGqo2Yj1xH6NaKoLI6mdkbjVRGkbscL9kp4xosrwZAXY0iSJim91u18477zzbsWPH8E3WZwOftKeXevm/bPSFkL32NPn75Pe5/Xa7bZdddplt377dZmZmhukqeuooTbZin1P9D8s3nWCo/qHkzfoJ21f9WpXL0rPJHCOQcayLxDHeemZvWS8uLtrCwoK1Wq0hYfRb3k42Y8QxvsWtCHBFhUIlgBWrQnQM+CJIzGM2OiCxCJda4kTVGZ1FFoGL8rEIR6yvlB6RkS8WqVRkNYtyqIgJ5mHtsjZQxhL5Y7pi1C/Th7WvyD2TK5OFtddut23z5s12/vnn24EDB+ypp56S7ZxufNKeXurlB/ElkO3bt9vznvc827Rp0/CbyCXyp8AmV2py51Dn1yd2WTusP6mIYmyLTSIUCc3qyghiaWLD+mJ8k98/h8jIYdxH0siOtVqtkben4y1t9mKMvzjjt7c9n5mNkM6TJ0/S81Nx9qMSwIrTAvaShMMHL3yj1wcx5qTioBfBSB57EcRlis4nDsIZaVORN9+OOjByp5ykao85qVLkC8lyiSQ58PZ80ygflikRv5KDVYRUHcN8zPF72vT0tG3ZssW2b99u8/Pzz+obwcv2/V3qhWFmZsYuvfRSm52dtU6nk0bAmp5vJH1NSSD7lZ7lVecR82Obqg80mdTgWKHGH7RJJpuySXY+WP343CuWjS/5IHmMeT0dbyvHiOTi4qJ96UtfsorJRCWAFauCEzt3DOwN2vgf03HgZINdzM9m94wIIdFjJJLtl/69TvbJOAYkRJkzYIgOTd12jm0xXbEMI2kZ2VXbWdlSNAbljroq3ZQ+rL1Wq2Vbtmyx5z73uXb06FHbu3evjEKd6Wi1WnbxxRfbRRddZGvXri32M0Z08Hxmv3itI9GPP3y7N77skckT5Yo6qnTsP7jN6sjS8FhpMqLaU8dU3iwfu35Q35gPJ0i4tmisN3tjvOLsRyWAFatCXAcwOgdHdAKOVmt0iRM1a8dBDp1bfPDbZYllMcKg9iPBUiRKEaB4DJ1i1D+2y/TEbd/HtrN0JmsJjMidah3ZMTYBYHkzh67swNDpdOy8886zSy65xI4dO/as3gp+NrFt2zZ7/vOfb+vXr2/kzJucK0yL1zdO9rC/+vNofo3HL8DgNZjJw0gqQhHdOHaUyKMizGxCxeRAQnUqwPEQ9cnKKblQvibjWsXkoRLAilUhOgJ0CEj6nGjhlyT8eAS7beTpjEhhXdnAxmbK7HiUHY/HdljUM3NwTQZuJXNstwkpwjeZm9aPssZ2Y/4YWfD0pl//UNEorN/bZsdR5pj/nHPOsYsuushOnjxpi4uLz/on4r7fWLdunf3oj/6obd261brdrpnlkTN13cTj6hcJ4NTU1PDZNjzXuF5fJDeeJ55H9pgGu35VRC8jeQysXGaXWE6RUFZ3lg/rVQS0JP84x1ibsUzFZKISwIpVgc3sWQTMnUjJEXlak8hYzB/lYfWpyAMeU8QtOiwVlYw/fKM50xPbZmmMGCnyG4GyOUFrQoCbRB/UOVLEDOVV+8rZxs/cNZFt/fr1dtFFF9mxY8fs29/+ti0sLMhyZxKmp6ft+c9/vu3evdvWrFmTTlLYvqM0UfHr1v/b7ba1223rdDrDba8/vpTg5M9fOsB+GOUs9W0mV4yY4USzVFd87piVi2lNJmnxmlf9Ok6WsB3My2wSXwzBMlh3bA/bLhHrislCJYAVq4IPLGwA8sGm3W6vGMDUzFeRw1L0IoI9m6cIk3p5pURM3SGibEoGjDqqNhRi2+pWlErLyBUjAOh8msiZOfWYjlAONusPTfSJ+5s3b7bLLrvMFhcX7YEHHnjWlob5fqHT6djznvc8u/zyy23dunUrHn1oGlkuTcLiL0b+ut2udbtda0+1bHDwYRucmLfWmvXW2XKR9dtt6/V6I5MNNkGK7UTZkdCVIvQ4oYz1smMs0p2RPtafFHFUNs/IWRPgeS2RTIUmY1zFZKESwIpVAR1/fOA7prP8+GIDI5Ixn4pmxNtIGYGMgzob5DMy5O1mb/+WbKNIjbJPbId9IzjWHW3BnCHTnRE8tF2mHwNziCVnx8h5E8ea1eeyDAZPP+i+bds2u+KKK6zf79vDDz/8rL4ZfDrR6XTs8ssvtyuvvNI2bNgwEoFT5E/ZMyN+uN9qtYaRv263a4P9f29rv/L/s02P7bfOUs+WOh07tGu7HbnmldbZ9fxhn43PBEYyic+8xZdE1MQvpimdGUlieaJtmA3UsXGiaOP04aYRwVhvkzqUPE1fZKs4u1EJYMWqgC9+4G2OeIu46ay3yaw7OgsV3VN1qoiAKtNk5szWGIzt4KetYtvKETM5SyQVP6mF/5kjYfmUfTCig84F6xwn4nEqkYlStKfb7drOnTttamrKpqen7R//8R/PuPXPPPL3ghe8YLjkS4ZTiTRjtM7Lxwjg8mPftJ3/3/+3rT+xYMe3bbET011rHTtu2x7aa+ue/L9t36t/1qZ2XDHy0gheH4qUqf2YFuXE27meFttANE1XkxImZyar1xuve8yXXSdoM/9l45Ii/eOOxRVnNyoBrFgVfHCP/2YriaCazXodOEgp5xAjBIz4IInB53KQtKhoodJVpanbQo6mETE1K1dRj5Jzb0Jem9yeyqJKMU8WbSnJOG5kB+vIojOtVss6nY7t2LHDut2uTU9P2/3332/Hjh0ryvfDAH/mzyN/bL0/M22H1WCEgCz37dwv32nrjp6wk897rnU7HRssLlqv3bHDa9faxkces3O/8mk7euPlw/6At4Gx7zYhglkaGx/imOPIIomYlqUrG2VysbYjiVXHMrKo9Cqhkr8KRyWAFatCJH5xsI/HfSBjK9z7fsyPJAjzZYSFEU9GGP14E0fJiFZMy26jNHVkKl1FHjJ5Mr0YqcpIA+oeyXOs41RIB3O2iogrvVGvzKat1tO3Mbdu3WqdTsemp6ftvvvus7m5ubHkfrYxMzNjL3zhC+3yyy8fWe4lIyiKPI87YcB2+k8+aJv3PW5Htmy07mBgbQt3Aaam7MjmWdu873Gbe/JBa22+aMWEC/sbO29NIlQsD9bVZMLA0GTMaELwou1wfxwShtcJ1hHrRtnHsUnF5KESwIrTAid/vh0HLX8j0AeeSATZwJhFkOLsXkWHGGGJx3AQZC+CINFh6fG4b7M3EpmtmCNBmzAn5OQYB3kmY+bISvJlZBLrRfmaEFE/HutgspaIDcunyI7nn5qask2bNtmP/MiP2Lp16+yBBx6w/fv32+LiopT1B4GpqSnbunWrPec5z7FLL73Uzj33XLrWXxPijfZghCBuswja8vKyTR2ft85iz47OTFur11shz9LMtK072DM7yZfcYRGt0j/bHofEZBMqBnbdx7LYT7PJnSK3zO4ZIcV2WN2xfSZXJYEViEoAK1aFbADy41NTU0MS6MfxVo0ifFhXRjjYwIxRB0dcj5AN7IzExLpU1C+LBpYiMWz27lC6xbRsWx3zf/bc3jh2xtt8rFwW5ctIbxNnnMnu+2j39evX2+WXX247duywRx55xO6//3576qmnrN/vr2jv2caaNWvskksusSuvvNI2bdpk3W5XvrHO+lXWx2Id2fnxazO+zGEz62yx27apEyds6XvPILZareH6f+2TJ22p07bBzLk2CI9fsMhV3MZ8qhwjgooc4jFFjvwYk0vZiU04EJn9GRQRRNKoyBwrz665uN9k8lBx9qISwIrTBnTKbPDFl0KcHKoIhZfxOtQstslAnxE7TPNtjGqyCIAibSgDIyyZPuzBeeX8US4vr8pheWW7rCwDEhFFZBWwb6CMTM+M7EUywPJNT0/b1q1bbcOGDXbeeefZAw88YHv37rW5ubkfyOfjOp2O7dq1y6644go7//zzbe3atfSLGy4/Ip6zUj48xshgnCQtLy9ba+Nue2r7ebbz0X12cM2a0eP9vs0enLN9u3eZbbpwZEHo+Gk4r4tte9uMMKp03Gb7WE9EqT8pG2KZjNyxMqXjTepTZJqtuRo/Cef5mspccXaiEsCK0wZ0HqV/30bnjoMUOqk4kLElYhjpY20yQsAiWSgfEkP8Rz0VIcXjSPiYnEw2RuBQ72g3ZtcI1m5GNjAtlolLgIwLRtJZu03IufcLVl+r1bKZmRm74IILbOvWrXbJJZfYI488Ynv37rWDBw8+KxHBmZkZO++88+y5z32uXXjhhbZu3Tr6okfJDipvzK8ISyR6+EKXn8epqY4deuHLbMOh/22b9+63uc0brDczbd2FJdt4cM6OnbvWDv/Yy8yWB8MFoZ3gxUgiEj9GBpHwuSxqPyM0qyE7Wd9VfcqPqfrYOVCkVY1t6vyxcS2WH4esVpzdqASwYtVg5Cob2ONxvGXKIkaxHFtgmRFBRcyaRqC8jHo+0P/V4I+6lJwBtq8iaEx/lAWP4aCfRTOUrkxvReyQiDBZlRxNbcvk8zbGieDE4+1229atW2fnnHOO7dixwy6//HJ76KGH7NFHH7WDBw/awsLCaY0Kdjod27Bhg11wwQW2e/du2759+zDiF/WJyAhH1AVR6vusHb9uvc5W6+lbve3tz7OHX2628Z7P2tbHn7DuoXlb6rTtsQt22uEXvsxs2/Os3+ut+DQcEr8sKojkTxE/dlzpkumr+n42SfI8bFvJie2xa5J9QrMEVg+OPzgpPNWJWcXZg0oAK1YFHMAjYcPjHhEy0+SKkSFcQ4+ROhZ5wu8Ox8VPY9ls0MfBEt94HsepRl2R/HpedtuT3QpW8uJxJZciEU0cILMbS/M6FIlhpCQjKowcNtGRyZG10Wq1bO3atbZmzRrbvHmzXXHFFXbo0CF78skn7cCBA3bw4EE7fvz4kBA2cdDeX9asWWMbNmywrVu32q5du2zbtm22bt0663a7Iw46qxPtN44tVASIEZm4qDt+v7u9/XJ76qeeawcPP2p24ojZ2vVmmy40a03Zcq+3gvg1JYGlH/skGtsu2S/qjVCTyCa2VXXFvEjKmsrt9TXVTclRUeGoBLBiVVCEKToxFv2L5WMeFhFTgz0boJnjj04VHWEkiypKhtGuuJ8tV4MyZY6d3f5FXZnjVw4mkx/tx4Dlsa6oJ9qg1E5T0ol1oX2aLL9TSsuOT01N2czMjM3MzNjGjRttz549trS0ZCdOnLCjR4/a/Py8HT161E6cOGFHjhyxhYWFkc/M+XqD55xzjp1zzjk2OztrGzdutHXr1tnMzMzILd6oo8vS1JlnpFmRv6wOvN7w02yRELZmd1tr4/fKLQ9sMOilxE+RPrZEFPvFPGyb6V8aP7I+G/tjnJyV2mVgY58ijePUzUhl1o8ywloxWagEsGJVwMEQ02I6e5kDV/KPRI0RNyQyjHxiOsqLMrB2YltxoWs8hoRlMHj602PoOP14KeIQdWd6mfFP6KlIECNQp0KOMh0iGcuIReZws/oxXZE/1laTumP+zJ7+KbS1a9fapk2bhnUuLy9br9db0edbradvK/sXMdAGUS4mawlNIlSsXpxMRL0R+Gk21xdfMMLrt8lzf0gEY/mMAEZZkCiVyKCyQ0S0q+vJFrnHazzeqWBt4/jU5HGCjCSyellZRhArKswqAaxYJXxwychOdvs2Hs/aiPViWgY1OEYSoZwGS8evnkSSiI7Nj/k+i5SVSKFvIylRJJjp2YQ8s/YZGVbOsomDKUUikCCWyNrpcmaMJDcpEyND+Fm2rN95eTYBGafdKLs6L1m7Sg7PH/tr7NPxZSLWjiKBjPhlbwBnJJARaLRhyZ6qP/o2Xt84KfVxKz4GkEXXWD/D/lbqN6Vj2B8q2avIUAlgxarggzveQmXkLg56bDbMyseyntf3lbNmBELlMyvfwox53BkoIhjfes1k9LqYw1CEsImTH5e8xHqatIGItsZzp4haUwKXnV+UjTnSjIiO4xjHkTHKpmySkTGss0mkSsnRxM54TeIELZI+z8+uL9STkcBxyB3eElZ6lRD1U7ZSNnUdPYqL13Wsi01m1LlltlKyZnop0onnTo0tlRxWVAJYsSqwgc33479yFnGAYlHE2A5zUl7OSVksE8kYOtEYyWB1RhlwMI3ED9fWis7Sbwmhg4u30JSNot7MKaH9GUplY/tN8mXtMFnGJVqKtIxDFLP+htunisz+GbFQ5CCWw2vC0/EZUawXiZuyHcrA2sLr08xWTGwyYq7IHUb7slvAapsRMEaq4jZOLpldcNvHk6mpKWu32yMkcDAYDG/5P7M8zugLZ4qosjEt5lckUJ0bli8bT6IcpZfYKs5+VAJYsSosLy8Pn3lzRKdhxmfFbJCPeXBgY04J9xn5i21gOVzvjBEZRSTMjEYFsK34XJDni99yxbZiG+y7yhFNohjMubN6mhDJzC6sfkVoI5g8JQLDohqK2DH7lXQdFxm5y4idcuJKjibyszZ9249h2+z6QV08X0b2cZsRP0YEFQlkxC4jfKsBuxZbrdbwuc9utzvybK/LwCaAilg3XUKI1dXkE5NMH9W3KvGrMKsEsOI0QM1wMQ8jgNEhma186Fw5e0YMYh7WrnJ4jIR4Oi77Eh/qR2fIdDMbjQRGHWL5ErnDvJHAKrlZXRmRY3nYf2ZflIMRIEUeSk6plA/by9qMuo6DaAfV5xQBz+RgyPq4yoOyliJLTEasOztnTK54Lfs+I4Ilkodpql3VfpYH8zMb+vXe7XZtzZo11m63bXl52ZaWllbohHKb6clsJo8ikliX0pldI4rgV1TodRQqfiD4q7/6K3vta19ru3btslarZZ/61KeGx5aWluw//sf/aFdddZWtW7fOdu3aZf/23/5be+yxx0bqePnLXz4StWm1WvZzP/dzI3kOHTpkN998s83Oztrs7KzdfPPNdvjw4bHl9UHQfypPHMCig4gPiMf8cZsNduyZQ6yf1Yczc3Ybyo9FAucEMN4S8uhARpLif+ltUCwb22b1ZlEiVi+zRzyOt4Ri/1HylYhrydFl5ZqcT5ZXndOSfEyvEtksETo8X9k5w3xskfRx7K0mOBmJUNdTtK36qUWf2Usg4z4TyM6vkhN1UVDH8Rw4AZyZmbFut2udTmdkDIgTwtI5KvWBptdP0wmN2q9ksMKsEsAfOhw7dsxe8IIX2Pvf//4Vx44fP25f+9rX7Dd+4zfsa1/7mv3xH/+xffvb37abbrppRd63v/3ttm/fvuHv93//90eOv/nNb7Z77rnH7rjjDrvjjjvsnnvusZtvvnnV8qtBmEXAWLn4i4MlI4/MCaOji3V5WjyOZdiAGfNFpzA9PW2dTmfoEJB0R8IYnylShA6JZslxMCeANlHORpFJ1qZa4oU5vKbRjoxYZens/Gb5S5GScdJKZE9BTRDYOVA2ZuWaysOuNwcjyopMZ+SvyQLP6lYwtqnOXSY3K6d0Gof8eP/3yR5e7zipa0rglHx4DM9dRiCzaxgnAafalyvOLtRbwD9kuOGGG+yGG26gx2ZnZ+3OO+8cSfuf//N/2otf/GJ75JFH7MILLxym++esGL71rW/ZHXfcYV/84hftJS95iZmZ/cEf/IFdd911dt9999nll1/eWF58ji6mR0RiEr+tiuQs1sNuB3u+2LbZ6LN2apmKKAOLijBCyQbOGP0zM+v3+yO6MScT24xfV0AbReAzgFhfrBe3FaI+TSIRzCYZSvkYWWQ6KHLL2mB9KDv/kSA0iaRk8jTRN+sLrB+yyco4dmVyNqkb06KMpXPC9tmkrkQ4Hfj8cInoNSVaKo31e//1+33r9Xorlo3CtpGYY39rIqsCO0eoDyOLWKbJGFExOagRwDMcc3Nz1mq1bOPGjSPpH/vYx2zr1q32/Oc/3971rnfZkSNHhse+8IUv2Ozs7JD8mZlde+21Njs7a3fddRdtZ2Fhwebn50d+ZqPP96hB28FIj9nK6CCLKMS2HDjA+eCLS88wWaJjw5c0mJPxtmIkL94O9qiA/7PbQuhcnAwiKWEz/iYRM8w37iy/RAjVc4+ZI84ihF6nal85/YwEMBlKxxiakIYmKBENds5Kv1NpN6Yr+7C0eExFA+M+Ho/XMHv5Q5VjMpSIJNM/5mtKYJGw9ft9W1pasqWlpZHb3CgHe5wFZWjSPpaL45I6X5kuUfdK/ioiagTwDMbJkyftP/2n/2RvfvObbcOGDcP0f/2v/7VdfPHFtmPHDrv33nvttttus7/7u78bRg/3799v27ZtW1Hftm3bbP/+/bSt22+/3d7znvesSI+RAidfjCQwqEEMow94LKtDkcRYPkYKMQ+TAdMYKfR/t4NHJJHAKrswEhD3M0eh7BzPi9pnt68Y6cheKsmAbY5LShGM9LPj2P64aWz7VAh15nCbkPqm9aq+1LR+FemLfZcREf9n5cYh7SgfIy0lAl8i90pv1A8nh04APc0jguqZR6XrqcgZ7RDHribRvibHKiGcbFQCeIZiaWnJfu7nfs6Wl5ftd3/3d0eOvf3tbx9uX3nllXbppZfaNddcY1/72tfsRS96kZnlz48x3HbbbXbrrbcO9+fn52337t0rloFhg7faxrbNRm8pq8EuI4lIWNiMPgKJHgPqFgf72P7U1NTwdnAkPpGsZEtBYJSHffINbaDqUem+BI2qJ4s4MbKlonulPJ6WrZ3WtI8qMoj9A/tM1i4SV9ZOZmdGirAeVgbTsvwoU6kfo65KppJ82TWF2/jDdFWe5WeEMOpUItwlssPW54wE0B9dcQIYSaDnxfaUrTIbsLxRz9I4gH0C05rao+LsRyWAZyCWlpbsjW98oz344IP2l3/5lyPRP4YXvehF1u127f7777cXvehFtmPHDnv88cdX5HviiSds+/bttI6ZmRmbmZmhxxipUYSNpamBHevD/CoSEh1wJIJOwNizPJl8SPyiY1BEU6UxWRmQfHgasw+TPebHsoyYMiIY5Yg/VY7JjPJkETtGrDJSiHoq0pWRQCYX6zdKVoasT8a2SpORJg469tHY1umK+rB6VL9mhEaRQMyT/TO5VTslEhjLMHuzX3zGN177/itFAZn8LD27rpVtlV1UmYqKiEoAzzA4+bv//vvtM5/5jG3ZsqVY5pvf/KYtLS3Zzp07zczsuuuus7m5Ofvyl79sL37xi83M7Etf+pLNzc3ZS1/60rFlYg4OnXFG9EovQ5iVZ67M8WVRFTzGZv/ZwOrRAHze0B0Au/WbDeJRLrVCv4ryZOQt/rMy7PZ1rAflYTZWNmXyYpmYjtulaJbKz/qaspnKV5IB+3wGla9E9DIyg3aOaafL2WfksURumhCWEpHJrj/WppoQZsdjPpzw+bXcarWs1+sN8/m1zcif+mXPMjN5mf3U5KUJEUQ0IcoVZz8qAfwhw9GjR+073/nOcP/BBx+0e+65xzZv3my7du2yf/kv/6V97Wtfs//zf/6P9fv94TN7mzdvtunpaXvggQfsYx/7mP3zf/7PbevWrfb3f//39s53vtN+7Md+zH7iJ37CzMyuuOIKe81rXmNvf/vbh8vD/PzP/7zdeOONY70B7MgIGQ524zpYNjv3BVm9fBYxcqj195o47wi8/cvkxihA/GUDbxZBU2RWRbcUgWRtZaSPRQJdJizLnC+LtLH+gGUygsjaVfnRacb6xyWYTdplZUsRvybtsjqzflQqr9ovkckSsVAEBrcZwRuH8GXbGRFk54NNnvy4jzN+vcfr39/4Zy/DlPQ61fOOMjepD/WKaU2vgYqzE61BnQb8UOGzn/2sveIVr1iR/pa3vMXe/e5328UXX0zLfeYzn7GXv/zl9uijj9q/+Tf/xu699147evSo7d692376p3/a/vN//s+2efPmYf6DBw/ar/zKr9if/MmfmJnZTTfdZO9///tXvE2sMD8/b7Ozs3bJJZeMPFfmg6RvR6cb08yeGbTidzSVs8UIXawLIyyRaCApQucfB1J8cze+7RvX//LtGBmLbSnyh1EARo5YpM2hyiiohYTxh1HAaAf2JjMSe+Z0S84V60IdY348n4q4sjRWJusHrF20IdaN5cfFOCSLEdusXkUUM/JYyj8OOSyRv9I/04O95Z/JjWOB54864/XA+r7X1/Rt53idZD92PWXHmM2bEN6or6PX69mdd95pc3NzxUeJKs4+VAJYcUpwAnjxxRcPF0X1wcYHQPYBeySAcXDFW8GxnD9vxxxuNqijHEgKcM1AX9rF7JklX/xzUPgVEEXS/B+JH4sGlMgIgzqO8rA3d5F4McLbarWG+sUFb1G+GB1B/UtyN9GVnc9SPYqYZSQwa0vJmp0DMx1pUqSsFPVB8pIRmtj+uO0pGbAMkwvzsv7OjmV5m8ih8uE+OzdsQqB+kYCya5tN/FC/kg3QvsrW+M/GVUUCo+5LS0uVAE4w6i3gilUhDqpxoEKHHLeR+MQZc0Qsh8TGH8zGNlAmJIol8oQEMaYhqWODqhr0ldPK9GbysTxMJ5WmiFAkixgBceLLSFYk/Zn8JahzyIDkihEdTMdyrK6sjaZyx/IqbRwCw8hsVo/SJdaVkUHWx1h+RUSUXorslIifkhnzZsdVeWyjVE8kgFF2Rf6YnbCcsonSsUlfzPTFa6JislEJYMX3HeiMkQia6cgJi+CwxVaxHawz7sf8jOyxX8wfb3E7lHOO+WPekoxqH4+pgTzLgzaNt4BZRDB+8zTWH2954VdLsvOjkJFzhRIZzGyt6mbkMZbLHCyzQXZumcNm/bUpgYl6YZmM/JUmSlFORSjZf2aPEvFTeTKSiGMGk5f1EaWPIsSln9IfF8vHfPF84DinbMRkxX6v+nQlgpONSgArVgUfUNTAFgdcs2cepsaBOOZXDjMej4QjPh8YtxXhY2/ZIlHCgR+dDC54rRwWc3pqFo7tMBuqfZS7RJrYs3343eJ4uxsJoNs5PhzPIrklshXzlRwTq7tJ1COrA6GIj0pr0qYDo8aMKDSJwGUyK0JZso8ic5hHyabIHquryTWS/bN64rii5M/qiM8gq39F7poQwNVuZ3ooXdlYmm1XTB4qAaxYFTLnw5wni6jF8gg1YMfBWa3rF9fpQ2KEcmJZRUAi+UNyizJkumXRHUZ0MmKF+WIbGQFDR+A/J3v+skunPWUzJx637tJJ60+fY0vn7rT+8hR1uvGbzKptZt8mxDXahunftGwpbdxyipj6NpbL6lDntRShM1tp4ybXVtYmQ9bvWMQNyzUlf01kydpQ9lfXUNaGisRlpI+l43Gmd5xMN9U37sfzGZ99ZuNmRUUlgBWrRhOHhPnNVs66Y11xkMyigqw9dEjquIOtc4cyRZnxVmjmnLGtKEvmpJQjZC/WoM1YvUon1Nt/nU7Hut2urT+61y5+6O9s56HD1u31bbHTtv2bNtpDz3mhndhw0Uj7zLk0IRJNyA2WZYQs1pUR34jSsUye2AZ+0SQjIaoO1VdLdcTyrO+wukqTlyYysmNIcGK60oflx202FkT9lFyqP6rIsYqCKiJnNkoQFdFT9aHMTW0d05R+kUjWqF8FQyWAFauCr4WFM894a1Ah3saN5AahBkJFNJBM4r66RRzzZoMkysMiYcpxl4hB5uhZdJVFP1k7KqKpCNPU1JSde/RRu/obd9mGk4t2aPZcW5zuWmdx0fY8cdA2H/m8fe2FZsfX71nh7PBzeJk8KtrKdFdQE4hxHB3KFPuYIgtYVvXT2D8UOfP8fg2UCF92TjMyzCYLTfoKK4t1q/0maYqMlginqi/Wq3Rh9au8qq3BYPQZ3yyvKh//0b5+jEXxmH54/k518lMxGagEsGLVQFKiXtLAQR7X/mPf/s0GKYy6+LNrjAwysofp0Ul7fUxu5kCZbAwqcpWlMXLpaYp8KiegHM2KNm1gFz/0d7b+5KId2LHV2p2OtQcD67Xbtn962nY8cdAu+sd77B9euMeWWyvfJFaRjJL+7NwjkVHnUtXpaSVnyPqCaoPVH9spndcSaVTyRxuoxciZTCxdXQOZ7IyEZHKzOrJ6T6UeZXtFjrI2SjKWCGmT867qxnpYNLJEzksTiEr6KiIqAaxYFXCgQlKnogsZKWjyDEwkQT7gqVseEZjOoo6RXOFzNJmDlGQqlFXRSebMWQSV1ZE5dJQNySurx8xs+vh+23nwsB2cXWdT33smMNrj4Pp1tuPgYXvg6D5bXreTnrMmkbgmZL+Jwy6Vber4lA2ZvKytJuQv1qPIa0awGJHE9BLRWa3cirjgfxPypMpl0a2M5CnZlRxYf3YOxtGB/eN2KXIc80UZUeYmZBHHjoqKSgArVoVSlCYOSio6xwZ25pRwoDMbjRrGfY8GMlkZ+WGDKBtoMeKm5Gc2YNts4FbHEUgiFFFlejH94q+zeOLpZ/66HWuTNQ8XZ7q26cgx6/RO2ALomzlRBOsvbLvkuMYlehnw/LJ2cD8jOqV6MiLI2ijJk/XjWIb1vayNJnmVXKdyjLXDvhte6hMqnY0vJdKd2Yydi4yQ4jWHiH1+HCKK17XXxSLalQhONioBrFg14sASb0E46YvA9MFgsOLFCq9zHAIQy/hLHbEd/CpG/GEdSGQy0po5WmUjZg+lH9YbCWiMtuLSNkoe5kiWl5eHXz/x/cX2jC22p6y7sGi9dmeFPaYXlmyx07ZeZ610RnGbOdsmdkLCqiIhKj+Tg7XpP/XWeIl8jRNxY/Jmx9l+RrBL+yyd2bckt5JrXMLiYOeL1VOKwjZNxwgbm4ygXEwm1ZYiddFGTOdsX03mWDnWh9l4VzG5qASwYlVgBAidkztWRmawHi8X80SSw+pmDocRNSSZ2B4bSPEli8wZ+L6nsU+xZY41OoWMvGQ2QAKrHAzWhcTy+MxWe2zTrF38xCHbNz1tg/C5v8Hysm2eP2YPbd9iC+dsH/kKAmtLOcmmzoc5uhJpKhFFr4NFRdjkINbHolCep+TUS/plRESVRRlXg3GJX0yLfQCvS3adlupHIqX6gbr+1XWC+UpQcjP5cBvbxK+IsG20A9O16bWd9Ss2Aa6YLFQCWLEq4CAUB5lI3pCosEFcEZy4rYhcHMxi1A+jeexFBRUNZHpms/Q4MONAzaKcaCtWJ+ZXJEORlai7Iq9RXl/Qub88sPvOv8I2H/mq7XzikB3csM4Wp7s2vbRkW+aP29zaaXtwz4/a8sBGysXzm5FAFYnD/VLUIqs3ls3OL5LmuEg2sxd7brS031QvRhZUvdl5VYSZXVuxnCKfJXLPzrfab0LsogwxD8qu+hlrD6EifepcZuRU1Z/ZRNXJyio5s4lR0+ukYnJRCWDFqoFfxcDn8tTsXzkz/8e3fFk5RCyvHCyLzGG+Jg6TyYJElumlnEeJBMf0zFmo7xQreNm4dE+/37cj51xgX7yiZZft/XvbdWjONh05Zoudtj24bbM9eNGP2rFzd9tyrzckgPG/iQNGp86Qkb+SbioKiITP/9nXUdCJZssbKYLeRC9WVylN9YVS3oxcqLqbEpeS3Iq0sPEhqyemjUvG8Tw1OVeZPRQZzephOpTaUTrFcrjkkJoYKlkqJguVAFasCuwTSjhTZd+KdcQ8ihwhqVS3glm0Bx14vBUdb+/GwbFpRAD3s6hczMfyq/aUzZqQxXi86bd6/be8vGy9Xs/m155v9zxvt9138gnr9k9ar7PWFtftsIG1bNDvD9eBVIQP7anIMNoMdVQOC51a5vgUItnD7yGzKIrbE794os5LE2TEQuVHHZsSqNMlozrPmAdlHYewKaKjZCi1wyKbKhLI9Mh0LZUp6ccIZImss2Pqy0ioX40CVlQCWLFqKHJnNjrbVIMtkj93vJiO+WP76gsZsT4c+LweRgSxfJM0prvXqSJGigxGeVj0ig3ujHAiicLjWIeTPyxzbOa8ZyKn/ZW3epmDLBGCEnFWRDGWYf+M/LHIHv4i+Yv/KLff7sa6cR1LdU7ZdpYP7aLyj+PQ1QTAbDxikNUzThojPywtllPHMluU9B6XbPl/vH6yfKpsk7ZwHGW6qOtK6Vwx2agEsGLVYEQji57hgJtFhjx6yAYzRWyQBKi8TR2dy4NkgDmOJoQri9Qx+WJ6tgxNlAHfZmVkEmVDEmP2zJde2HNxivjh8SiDInKZU4t5M+LLSD6mMcKnfqgvW+A8RrebfMkm01ddAxlJyEg9s5nKx8DOqyIzGRkbJ984hCvTJSPQzPbsXKh62PmI1wKeO1XvuESZjZtKR7WvnkOumExUAlixKmQOpkRsYl72j3WzdQTx5+n4mTn/xSVikKjioK5ID9uOdeAtb5yRY6So5JDYgI+OCG2LZALLMH2j3PFZt1iOyYA2UCSQ6dOEADF7YP6YJ5Jf9UOy1/7eYtf+zyYdrN/E88n0QNkV2DVQInuqDiQgTLamsqh6mIzZsWyMyPoCK8vkz/QqkVY8VzgJGqefm/HVDUp2zNLi2KWuF4bSZEK1XTE5qASwYlWIpEotj+Hb0TnHAdfLomPF7eh8s2hWJFbq9i46FxY58v/4rBcbcFkdmGa2kiioqA7bxvYyQp1FhZDMtb+3vEs8zuRkxCfKwhwcc6DxXCMBUGSgCTInF0kfkr9I/OIPJwfel/r9fmpXXFuOkQmUN+4r+2W2jfuYL9vPiFXWD7N+yXTMyK0ibnGylF1zMT+TuUk/UmRTET+li5JNEVDVtiLC7FOZmC/+47WEY9GpXGcVZxcqAaxYFbLITjYAma0kBln9MXKHx1lEyx09yogDaiRtWE+UMfvGJhvEVfSC2Q3rKOVpQsLwRRkHLkcTn4NUhKZEutG28dwrG2QEIKbhOW2CqCOzaSR/nU5n+N/pdGyqZdae/661Fo7aYOZcs00XmrWmRp77cxLI9Iz9qGQDtMU4x5iNML1UXtVZIiK+XyI2TYHXFSO6pTpxvFFEm50v1qbSD+Ut2YHJqdJUeSYb6tN08lQiuBWThUoAK04Lsll03FaDO9vHtPg8IBIW9s1eRgQi+cHbfOx7vMzxIalV0RzUo5QnaxePsboV0W0qG4t6MYLInDIjz7iMj2o7tlciwQxZv1MOOkYF2+22dbtd6zx5v239xudt64EnrbvUs6VO257cfp4deuHLrL3jCuuHt57xNn/cz8hfk76hzv045K5J1AyRkfu4zYiD0gltj/2lVE8THRTZY+2W0jEtI6eKQKkyGUEskTEVsVORz9K5zNIqJgeVAFasCoNB+Qsb7LZYHLii4/TlNeIAhhGo6DzUkgdeL8rDiA57MBpJnj8Lh0RTERfl9JlzZu3FOliZLLKEt71LhFE5EOUkM2KKOqjlfU6FRGJbGJGMOiEhw7a8vVbr6dvg7Se+bZf89Z/Z+uMLNr9l1o7NzFj75EnbtXe/zR7+E3v45S2b2n75CkIciST7tFjWL9DOWVoTKNLJ9lV5/Gd9NbbDXoyJ+ViZproxOTJ7ZYQ4Qq0uoHRmOik5s37O8rNjOBZkMsUy6ljEqfatirMTlQBWrBpxQFNRELNR8sde0jAbvX3Hlnbx/F6H18va8n9GrjBflobysfw4UGdRQ0aUItSbvqzdzFGxqGiUB8v4+cFzE88b06nk2NF2jBBnxAVf3EECkunpbWK/HLH/YNm2fv3zdu7xk3bk4gut0+lYq9+3XqdjT61ZY1u++7htvOdzdvD6S0dkjROSYV1gX0ao2bmKeVn50iRBba+WTDLSk+mCcsT8ioxnhEi1h/KdCqlk6Wb5mqRN02JdmW6sfSaLWTnSXRovIhRhrJgsVAJYsSrgwMMGLMzHBi2MqMTjmCeTISMS2SwZnTrWpaJ2cf9U24xkmUXnGGnNBnhGGrIoWiRoTSINmRMcR3dWX9TbCb76uoEip6yfORlE0jAYDKx1+FHbeuBJm9+80bqdjnW73ZF8c5s32NbHD9jBQ4+Yze6WBAf7aZwsZC9IsfRTsbEiSkxWVU9GHEv748jftO6Yzq6NEjKClEXnSm/ylnRpQhTjJIbJkI1lETiOxLQmk7+KyUUlgBWnHYrAsO04GOGt2Ha7TevKBnIkUqotJH2RcMRtPx7L4a1FVT/aJAIdLA72GAUskTlsg92Wz9pjhEzJqhxUtKNyzqpfMDKDxI/VxWTCbYw84u3h1smj1u317NjMtE31+9Zut4f5W62W9WamrXto3uzEERts4CQg0xXtm5Vn/YIRh4yAsDzRXniumxKCcYhXlAvlbtI3sJ7SZBLtpHRn8jF7NiG7KI8ihupcMeKn2m0yMUMZ8FpsQoArJguVAFasGjiQsNukMa//Yj5GuJCkxfKMrDByyZweysvIBxs0I4FQESc2EDMbZQ6GOaSoB0ZZPS8SL1xEmzlStA0ew9vw6GQZQcsiiSotc3AZ1Dl1RLkjofS3epeXl63XXWtLnba1T5y03veif67HYDCwzsKiLXXatjyzbqh36Yfto/5ZdKdEkFh9eFwRI3WuS+SgdG6QeGT5M6JX0guPl4iwSmeEEXVmhCprO9bD6m56PTD74HJCsXzMn8moylRMLioBrFg12CCsonYlksagSAvmwQiUIo9YL6bjzDm2GYkr00k5k9JAy3T07SxiEx1L9iF4JHH4GTwl5zhOdRxn0iSKFeVWEZx4zlkbiLjAtb/V2zt3lx04b4td8NgBe2rtmpF6+72ebTo4b49dsMMGG3fbYHkwsji225I5XkYIUTbmqEtkWBHMJudEtYdpjEz4dhZtayJ3RjxKxLBUd7bdtD4kVKy+TG9FwpvuNyW37FyosQH1a2qLirMblQBWrApskEHyZ8YdOSNxal8RGhaBysoyOZoMrjHNbxGyARrX2WN1qnYUAVa6O/lgOitbsrrwuP/HN1uVTmoBb7Q5ytTE8SDxjWlMD0b+1VqQHv3r9/vWb7ftsee92GYP32lbvvu4zW3aYL0109ZZWLSth47YkXVr7Ikrf8L6ywPr9Xoj0UMkg4w4ZIRHEdsmacwurG5FGFV9asIR+7gi8KVI1zhEJ+v3TcqX9GxCsNQ1noER2EzHpvrH/Iq0Y97S5KlislEJYMWqgISHOWEHG3DUbRd0JPgd3vj9VeX80IEpUohkIeaJx9VMOw7KSEiZ80V5mzjljLg1jaap8szeKBO77czIggLWneXN9FGOK0b2MCKL5TzdCdzS0pK1Nj3H/uHalu38hy/ZeU88Zd3D89brtG3v+dvtiee/1Ja3Xmq9paUhaYzkLyOBzAaqbyiHn9lU2b4JERoHTc9fidCspl2zlcsCsT7bxBZ4bY8jH+ufqg1FwhkRZlDnWJF91r46d0ruislBJYAVpxXRkWF0CLdjGc8fj8X8SLDM+HODKn8c7BQRZcQBiWSJ7JSieCVnnbWhyI9yDLjQNZbPjjHHqp599GMR8fwrIl1qV0HpkUVe0JHiVz16vZ7ZpkvskesusceOPmbtxeM2WHOuLc9eYNaasuXFRRsMBkPyF4kfI4DYfpQvIySoUxO7ZGSM1Vfqo6U+3pTUNT2XpTpLBE6RbTVh8bSsbtUns/OpdIn2bEK6Mv3HHQOQhDIbVEwuKgGsWBXULYZ4bOSNSyBxEfjCgtfBBuRS1ExFH6M8mE8tYeMOvkmkzokPvpDRJEI2GKx8+5iRHRzU2XE/hrqjXbHOjByoc8jOD3NCWdsKinxjP1F2UF/o8O1+v2+tVst6vd7Q/v11O21q/ffOQ69vg0FvmJ+RPRUBjPLhtrJxpr+qLyPYJcJf6jvjgPUnZQ9GeEvEuCkxVG1lthxHR2UnRp7jP+vzSMrw2lHnSI2TmGY23sStYrJQCWDFqqAGZYw+YVp0QDhg+TYOjpgnQjmQ2IYiZdmMWBFQJY9yMDjA421zt08JGeFh6eiQlNyZ7GqfkeJSHSpiw5xn0ygUQ3w0QZEzd369Xm+kjPdTRjKb/GJeLP/9wLjELfb3bFLDiHc8VgLapJQX680IYYn4lOpTdeN1itebskcsU5I1e4ZSyYP14ZjJCCWrP1uiqWLyUAlgxaoQB8U4SOIx9dWObOBTJKX06TkmF7aFA2RGMlVej/YxZCSREc9xHKUipaodbKsU5VPkJ9ap5GLbKDezCTort61yuqyvKdIaHW58qSWeu16vN/IZwqz/RVuVSCDTr4k94zF1LtBeWB/TwfcVyY19uiRbplt2rWV6KCBxZ+2riQ4eV/mzsalE2Ma9dvFay8YoZS+lO7tOsL5xxpyKsxeVAFacFkSniWQEHTU6X0fmuGJdaj8jA4yUsvLsrVpGrsz4p81wG19KiHKwerJ2M0cfgQTK01TeaBcGFVVAOykoAp0560yvJrIg8UVnF8kEpsXJSmmiwkgfOvjM0TYlDooEKLLC8sRPLDKS6+2w73FnZIillwgfswmzVXaOFYHLUOoPSjaVTx3HcQVtwGzLSFvWBtMnu+6ZXvUW8GSjEsCKVQGdZavVGj5X5YOOOxR8FjAiG/D8OBIARqZwn72RXHIqKA8bzFkEoBSBYPmZzKock4O9uYy3l5Wz8dudWF7JgOeudM4QTcmOSis5fBXtwXPW7/dHSFDMl00OoiwZqWFkMOZhk6SmtsBjitgz+f3n5x0fyRgMnnkzujQhUGRN2Rxt0kRXdd5VmdLY0aQcm2Co/Ei2PA3LlOzQ1B5KFiSMJf3MVkZRKyYT5YeOKp5V/NVf/ZW99rWvtV27dlmr1bJPfepTI8ff+ta3jgzmrVbLrr322pE8CwsL9o53vMO2bt1q69ats5tuusn27t07kufQoUN288032+zsrM3OztrNN99shw8fHlve6FB80Gy328P9SMDQWbFZanxuK7bhhMXzxDqis1ILArOZLiOQWBd7KQPzKqKmnHN0tkxmRZIxT3SyipBGOWI+5jAYgVEyxbysPEbWVN2ez8uwupSjbLIGX8wX8+NafvHnC0T7L6b5dqyPrQuoXhaJOjdZR5DVwc4L1hPtheSv3W5bu922TnvKZo7ts3MOP2Azx/ZZpz01vHaRIKpoYRMSkRGdrLwiU1kdrD7VL2KZJnKUjjGihW1mpBplZcexfHb9qHrZeFAxmagRwB8yHDt2zF7wghfYv/t3/87e8IY30Dyvec1r7IMf/OBwf3p6euT4LbfcYn/6p39qH//4x23Lli32zne+02688Ua7++67h4sYv/nNb7a9e/faHXfcYWZmP//zP28333yz/emf/ulY8rpDYWSGDY7sIWSMtmGe6Gji582YA3KiiG3E218M6CxjuywawMggqwvfII7EjRFIFVVTjg2jWJgfI6UZwVbEFcmmIr5Yl3Iuykkp/VhZtY9y4AP3MbqFkxOcTKD+JTDyxeTFc8XOtWozlmURz0zmSADXzj1kF9z/Vdv+5EHr9vq22Gnb41s22SPPfZEtbLxk+GIMtsnkKeXBPpFdu9m+16UQ62xyfWZt4JiTyYfnQJ1P1hZea6VopSpXui6xrkymislBJYA/ZLjhhhvshhtuSPPMzMzYjh076LG5uTn7wAc+YB/5yEfsVa96lZmZffSjH7Xdu3fbpz/9aXv1q19t3/rWt+yOO+6wL37xi/aSl7zEzMz+4A/+wK677jq777777PLLL28sr4oQsDzocNWgVRrIY1lWB1t/UDnEcbajDlFWlg+dXSTAKCuWzxxFtlh1ZkeVXxFOLB9tnj0fhvvx/KCemAeJY+bMIlSd8Rj7Qkt8VIF9PvBUCCD7Z3lU+aaTjaZEMJZptVpD8nfV3Z+x9ccX7PDG9TbX7VpnYcEu3P+kbZr/nP3di8zseyRwMHjmEY4SgWh6vprYIyNb2YSFjStMVuyXqk2mn9Izts3qw2tJgfU1JKPKFkoPVgbrq5g81FvAZyA++9nP2rZt2+yyyy6zt7/97XbgwIHhsbvvvtuWlpbs+uuvH6bt2rXLrrzySrvrrrvMzOwLX/iCzc7ODsmfmdm1115rs7OzwzyIhYUFm5+fH/k53IFGUoGOlO1nRAsH3ngcb80iuYryqDqUPBlRiUCdsd5I7OKta5eXEWZ0Xihn1FU5XrbdJOKhzgVzJux4vAXJZMVt9mPyZOVQVpQT21afcItf94i3d3HR59LP8yn98BiWj/KifPiPujI7sXPcsoFd8O2v2PrjC3bwgh22vP5cm5ruWm/dObZ/22Y79/iC7f7O12yqtfJlEXZeMvujLOocxroyMh/by8YOVZ5NClkbrD9mbWXX8jhkD/OyRyJKOrJbwiW7V0wuKgE8w3DDDTfYxz72MfvLv/xL+x//43/YV77yFfvJn/xJW1hYMDOz/fv32/T0tG3atGmk3Pbt223//v3DPNu2bVtR97Zt24Z5ELfffvvwecHZ2VnbvXu3mXEn4SiRuphecuReBgkOi3TEcmz5mSZkENvD/KXBM4tOMN2abMd62JqKCHTSysGy+mMd6tkipg8SLpVf2Q9JD7apwGyWkU1FxOI+I2mKyOF/6dk+lkfJgdE3pltmh3huO0ces21PHbLDG9dbC571m2q37fCGdbbjqUPWPvLdYZlYnl0/Gdg1i/WiPqXzyvTP+riSdRwSyaJ6KqIX+x8jeFhO9Wv1PHPcjmMaq4eNn03arpgM1FvAZxje9KY3DbevvPJKu+aaa2zPnj32Z3/2Z/b6179elmMkppQn4rbbbrNbb711uD8/P2+7d++2Vqs18gxgrAvr9X+2vlu8rej7vo2DFHvzOLaJg5xyOirqxwZ75kzZvmqT2YORS8yDcqEtVRkGtzH7RFysH/VCAoa3rZXTRoKKjrFEXEu6oXPL9GBoSpxRFyaj2mfpUb74jGITUsXyxckFe8zCyy0vL9vU4jGb7vVtrtuxzvLy8Jlgx+LMtG08cszai8fNzuF2QZuwY1Eu9kIQA5skMf2ZDNin2DnM8mX9nqVHWdXkTtWhCD2ToylKNq2oYKgE8AzHzp07bc+ePXb//febmdmOHTtscXHRDh06NBIFPHDggL30pS8d5nn88cdX1PXEE0/Y9u3baTszMzM2MzOzIh2fnUInrGasEWwWG0le/MdysW7lGFXEQhFALI9yop5Ny6D+LFKATpUtY8P0V3p7ebQnOsLSs41RBrW2IcqE6RnRZfZUDrjUrgJzhng+GHE/VSeqiCwjOaX6mb6MoCKhdALm273OWltsT1lnYcH6nc5IHxwMBja9sGiL7bb1u+dQeZvagRFypTfKwNpRtmTtZf2mibxZ+0yH0oSItVEaR0p9RJFYNcaqtis5nGzUW8BnOJ566il79NFHbefOnWZmdvXVV1u327U777xzmGffvn127733DgngddddZ3Nzc/blL395mOdLX/qSzc3NDfM0hSINGOHCWTI6L+VkWf04cCkSh9Gu+B9/7PNfeDwey4iS5x8HakBGh48ODgksq9O3owPOiAnqx/KVSLNyhNm5zBxsbKeJw8L61HN/mAf/S8/1qaVemD7qtrCZXqaGtcnKs/PK5FpeXraFc7bb/s2bbNPcMev3eiPL2yz3+7Zx/pjt37rRls7dSW2mZGTnOJ431VdL5x3rVNdHTGsyBqj8sX9n/VzpqNJK5ywb05pcs2YrJ81YT2b/islEjQD+kOHo0aP2ne98Z7j/4IMP2j333GObN2+2zZs327vf/W57wxveYDt37rSHHnrIfu3Xfs22bt1qr3vd68zMbHZ21t72trfZO9/5TtuyZYtt3rzZ3vWud9lVV101fCv4iiuusNe85jX29re/3X7/93/fzJ5eBubGG28c6w1ghyJvmF6KCDEimEVn2CCN+15XjIThAM/yKz1dloiMtGTEKrNPPJ5FzjJZ4xI0TSICaIfMWbMID9MD06M8rL6M6DEHizqgTPjvfUDZsSRXySYoe+a8mZ7KpgxeN5Mp6hgjVMtTU/bQc15om478tW0/cNAObTjHFqenbXpx0TbNH7cja6ftkUteZL3+My/BZGsMIpFV+rF+oHTPUOrzzH4srclY1OQlDGynpJfqb6W+z47HeuK1jtenkhfrqJg8VAL4Q4avfvWr9opXvGK478/dveUtb7Hf+73fs2984xv24Q9/2A4fPmw7d+60V7ziFfaJT3zC1q9fPyzzvve9zzqdjr3xjW+0EydO2Ctf+Ur70Ic+NPK8z8c+9jH7lV/5leHbwjfddJO9//3vH1teNrv06ACbjbPyajDGwUqRmXgc28F1CWNEAAkgDs6KmOA3Y5s4OzWbLw3AzDFhG+jwo+xZVCJrX9kh6hSP///be9tYu6rranhe7rUNQeY+IY597UKQW1GaxpSnkARM04SkjQutQyMqlQRkESklTQtEFkRtUX9A/oQ0VVJVoh9RlK9WVFSVIImUyK1bwAnCBkJww1cQSWggLQbKa64NIbbv9X5/5JmHccYdc659OQ4Ynzmko7P32utjzrk+5lhr7702HqO+LFfLyWG8qL7ZnsqpMTHDfSrVbdKMbEftQxHdyPlG9oqQyRLpimG87Y33yYMHD9pPptfazv87YW/4/rdt5v971v7Pnudt/9Sk/XDl6+yHv/B/7SfHnTS8Mkgk0PPjH9uhL6FT/W4xdukzxmBa1We5jJasmYyt/COodq3so8aSVj9XZLhQmOgW00ILhf+HPXv22PT0tJ1yyik2OTkZOoHFIhvcnej4oKi2esFn5vgct2PBtLg9i1rRUM47Wn3hdOxwWC/+ZwKc2QXj4Wf2+FaQep4S5WI7MpjcMPo65NbqjTrPyDzH57IiG6tJS19b95U/IxatfpGR99Yx64Tt3TeBHrR/62zJc0/Y1IEXbG7JMT+97dsN35L2bXH8x32CX2jAY34xTO05pyYPfF0RHT5X/Yxtw3mrbXWyt89x4sBysfwREY50ZFtE5y1Sh6u9ERH1PA4ePGhzc3P2rW99y2ZnZ+24446zwnihVgALI6M1QPvAhIMnovW5NTxWhKn17IufKwKoZtzR7ZRIrkjuFqlgG3IaDOtDslBHllsRHU7bckB9yR+WhytRyn7KqalVDxW3b16MjJxh2S0HGuWpbKni8YpPS8YMWb9R5M374/xrZl7UcW4h2YueRcR8Ud6M4LDeKm6UjttpRMijfuH/bG9vnzyGoYwt/VheRcyidKocVT7mw3pG+qu7MFhGa1JTOPJRBLAwErIBqc+qiIqjHLAiVIrYKDlw42j1nVPMT60soExqoEbdlOyYHzv9iPBlg7RycpE8bDsuMyIgbiskDlw2lxsRH0UkmQipvLNrikhFJJYJKK/4qklFJn8LfUmNmV4VQ/LcmmioMNQZy1GknNP32UgY9WBio85Z/yifyP4YHrUH1f+Z+OH50HORsBG36kMZoce8WFY1BuBEOJK3z2SC0/chpq08C+OHIoCFkZA5fx7QWqsUDt6SJCMvPJgqGSYnJ21iYvhWGG+kjOAVASxL3RZWOrC8EWHB/Jn8Kij9MVytdmTXMjBBYp1Qbr4ekXi2RUZAVdmcTpFyjJutokTyZ3pmbXgxUJOKKF5WtqojDI8+fxe1VUX4mOxFJE+RELZnRhZVfDxWpC/rJ9hGcBLYdd3geWhVD8reGTnD8aJ1mztqz33GE9YvI30cD/OMJkuF8UMRwMJI8AGF3wBkZ+LhCjjgYnoVx4+xLH7Y3Qd3JHpMAv0Y5cJBnGfWTDiU42ml4XhKL1wlwLgqHuenSJ+SMSKEETGK9FVxMX5GMrK6VhuFc9wsb2UjjNcXquxD4TQj8mSWE1TWTREWjoe2jNpGRMwU8cNzPo7qPMpX2UW1I9aJdcgIDfZ5nPT5eBU9w5jposY2likjtyou5qvaeEbcOA0TZtVWlByF8UMRwMJIyG5p8K2RaODhQVhtWsxg4sf5+sDvD72zI8BnALl8Hoj9zVGW2+WI5MxIotIHy2M5cFBX5C8qow8hVCssGWHlsIgoKsISkcDMJpGDVjpn8ikyER0rO7SI8GLQZ8Un6jPs5PuS08XE60P4FGHjyU9E+KI6Uf0wqpdskuTn+PKLTwL51jq3X67n7KtEjKi9ZuQx6zcqHd8hwTywH0ey4njW0qdwZKMIYGFkRLc9cCBSu+VHq0C8AraYVRi/zm8+qpUAJlpd1w1ukaEeWG40W0fdIjLB8dSxylORs4wMKkLH4JdFWAaVJ5YfIdJbpVcrnWyH7D8qfzEEOJIvqrc+ZIbTtMpS8rfIaCaPyqtlB0U6mKRwGIdzfi3irtKw3NyWM1tzuKdz8ofjAL/5y+kVEeVjjM8vjrX6AcdTdmR7qEkUy4RhyhZ+nW1QGE8UASyMhGj2qq5ngyEim8HyIKu+C4wrfzjwKxLoefmD4LhK4GQQn/HJCCyvhkYrCgzl3Fq2UWQvIz4qDoazw1ZOJSIuyimy/Iq8oDwtMoNQBJfrQ+nQh+gq/ZROyuGqyQG3G1VGJEdEoJB0LJaotuytiFt0npHXjNyhnlGbyiYx2Ga5fWMe3v+npqZsampq8GgI70jg21ip75kzmVM2UxtgR3ZQduszoYlsHfW9qC1y+a2JUeHIRhHAwiGFIkbZ4J/NrvFWR+TscTBXRM/j8e3f6CUQfGaK34LlW8HsgHDPwcjp9yF3kTPInCH+IuepwjInnsVr5RHFi3SM6hllZ/lcH36rNcuTZYnqK5vYqLQq7+hWI58r0tAiBZmtsjR4nhGbjARmtw8VGYpkyWTOxgWVXzThcQK4bNmyQf+cn5+3ubm5BRu6K0LV0sXLYptkBExdj/TPJipYFrdhZRPOu6VX4chHEcDCSMBZsjth9RJFlj4iBYpsRaRRffGDB0DeDBcJhFo9ighfNCCjA2kN2kp/1isicXzMg7/aF5HLV06AHYrZwk2t1WqDkjsjlpmjZRmjMFVvUfzMwapys3RYNqdRekRyRSSD22Efohrl05fIK2ISHUf/Uf6tOo7AhBP7Ao43Ud16/+UVQJww+sTBV/q5/3I/xnM+VjKoOH3aJceLdI76f9/+hXkUxhNFAAsjAwdUBDsrj+sDb7YaFQ1uKj4PfBEZ9GtqddAHV9wYFlf+cPD1crOvIGTP2LQGXZeTB/CI/KGeHF+RKZYVz5kY9iE4Kjw6VishGdFTcRhqAtGH/EbOtg/UJISPMz37rjRxfq2JSDbB6FMWhqt6jNp0RoYieTJ9MlmZ4PStN5zU8bjA8TCc+3kklwqLdGvZiaE2q/b/bKKiZOlr88KRjyKAhZGgiJ+H84DDg02f7VbwmiJ2fsxhPIvn8vElCMyDB1p3GMrZqGt4jNvMtFbL1AspmNaPvVxGRHjYcUaEi2VTxCFyJix3Kx9FADAPtptCZkslsyKUmePkNh0RLGWXKCxCRExZ1taqjqoLvpbVa0TQMx36kH3OU71Vy8/POqKJQJ+Jg4f787zYt0chPupZXwW2a7aarnTEPKLnDFV5TPIQfK7GksL4oAhgYWREg5YfR46BSR9CbS+jBk4ul0kI7ynHg3I0EKvVAtbN42XEgx0hy7yYc3Z+vHqBK5aMrA5UnBaZYJ36Eh5lpxa5ihx95IDVCpGqhz7yMaI8IqeMOijSqvJQOnMaVVctu0eTLcy7NZnLwiIZ1MSA46q6bJE9jxMROiR/c3Nzg3zm5+dtfn5+6FN3CiwT6+z26kOYVfvjvhTZmXXNJq6IaCLm/5nuhfFAEcDCyMCBSX1bE5HN8CNC42/v9ZED02E43tbNPlIfkaOszIjkMflUsrYISaRjJFu0KpYRFuVkME7kvDI5uCxVfqR3RpC4jUTOUpWTkVQmP1m+qu5aRKhPX8jqVJG1aOKiSFSf8jLyokgoX8/y4bBs0tSSKVohU5+/cwLo5/7vJBCJIJfnZFER40xWnLwyuUPdI1v0IY98DfNR/QPLqO1fCo4igIWR4KTKBxi+zaIcF547IkKkiBSWxQOcb+WCMiDxiwZzj4PnapCOVmDUAJ7dylQOTcXjcvn5SZVPlsdiyKYDb3W3Vt4ykqD0UXqzw+tDVploo76RQ1XyKb0Yi4kbpUNkZGixJDkrszUZUGEtMsjkL8rPbOH3iBeLrP49T/4qkJM/PnYS6OMCrgay7vjfkhvHQHUNyV9rMsd6qn7NfT5rLzzOqDwL44UigIWRwQTFw/BfgW9/YLgiBZzOj3lTY3cESPj8bT/MH+O77JGD6/PcTzSY9ln9QoceEV6WXe2BqMpUjoJlUU6By1bxMzBJYdkjEtjHKak4fYhedq1FXvvKpOrM/1UZ2UQD8+tLZiNExIZlb8VVebbyjeJmbS+STaXDMFUWy8/kz/t467YotmEcQ9SxGtcycF222oJKw+WoNoPbVRUBHG8UASyMBHfm0XYpasUqcgR+zrfi1AoUDrQ482en4Hn5rRzMX5G6aPBGWZUNWjZCHdFOnL7l0HHgjkif/yNBzD4fhfJEKxRcp5hG1WFkn8zJRw59MU4qInFKPm5PWZ2wnK18I7misEimVr7R5ECRzpciT9/jVp4tYhalbbUBbpfe1v1aNHHzaziG4ORVPdsXycrXVH1ENlGTAjXO4XUGTxa57vlltULBUQSwMDJ4YORVLL/GTi1ypjyL5muKQESkE/NRbx+2Vg3Uz2VobXrLjquPI8XBWxE8lSfHZYLI11g21ysiiWynSOfIUSmSGm3ezGVxXUd5R3aJCKfSKXLwLTKl0mTtKyIGSt8sjpKb326P2mDfuszkaEH1eSU/6hWRvVY7xDS48s99KOvX6g5AZANln8juqr4z+7LdmNijPXniG40BHgfHwEKhCGBhZODgzM4bP6fGcRXxifJXM2LeFLVFuJRjiJ4HxPTK4USDOZOqSF8e4FU5iIjksVN1W0cE0MFbUkTEkKHITKRbS+eIEPQlapGcGYmI2llEtFRdt4hlK9++8aO23Uof2SfTn/NVk6VI/hYpVuSG5cuIMoL7l2pnXL5qX/zjcBXPw6LnAHG1kUkcyq+2vOG2hnXOpI37LOvI/T9rs0UExxtFAAuHBNGApoiW+mRa9DUOLkPBB07Ot+uGv/Pp4VgWOxTMUx2jLoosqrx4Bs/l+jmTOLWCwTZQzwFGJJDrRTm3Pg6jtfKpbNACl6nITkYMVH4cNyIcfaAICh9nzlS1gYio9Z0QtOL0IfDqep9+EJG1PoRxMbJw++e+q/qZkkvplxE+vGWq2nIkuzrnfLK27TLjP8dR46Lq+2YLt4fhR2kW0wcKRx6KABZGQmsz58gh8ECIYdnqEObLefJLH+x0cXCPiJgiQ5FTVIO7kpXlZKKz2NUqRQhx8HfdkQTy25Fmwy+9RNtcsN6Rc4r0U3XfWnVQTj2bDPCxIiV9EaVR+mTOP4vbl0wo0qjkwWuRQ2/JrpDpx9d49SvLL5qMqPEisok6jwivmuSpl9W4X0TXvdyXSqaicSKydx9iqyZ6SAI532x8LYwPigAWRkJEYMwWEiSPmzkLJGeev6fn8hRpVISOZ/ZIilhG/Hd5+pBC1Fk5azXD5zSKEEYEGG3BM38/npyclKsCvN2F2fCn61p6RatPGK6ce6RPpp/69zKybXbYafaZVCji2HK+LgeXxe2Y5czIQh+ihjLwS1AYB/PJyDgTzYhURROCKK7qv6q/qfGA21NEeJXMGLe1/ZPbUMme9XMHP07BcVpjHOvbKl+RvMim3K4jOxbGE0UACyMhmqGzE4yIYosMtcrCMvEWMKdTg7FvCxN9IsoJI6ZThJDfWmaigc4V8+Q4/s9vTfPMnuMwCZycnBz6R2LIMuPbjxnBY70UUVdEix0RO+es/jOgjOq70n0IIZfL/0oP1Y765MsyZ4iuq9ufiqRm5SiSxmQmIz4qv6i8yEaIbNLA1zOyZ2YLVv05HsvD8bxdMynkeNF4kpGxPmDdlZ04rl/jMdPHGZ4oqDopjC+KABZGRuSA2Fmxc+dB3QmMAwcoRYoUueDvBeN/BBzUmaBFDj8a5Nlx8S1ytgnLGtlFgQkY/iYnJ4d+Hu4b4EYkj/8j/VXdsoPOVig4PCK5Ss/IBq04WdyMmDCYGDKxxXjc1lVeqi2o+FyuuqbyVtcj569sFa1mZgSn1S+QcLFOEUnpY8tMv4wUYr+P9IrIn4qXjTmq/lQ9ZQTNx0qPgxM9LCMirpEchfFCEcDCSPCBEx125GzY2SnHrpxhtKqiHKXKm6+pc/XQt3LomHfmqJST4RWOyCmqfyzHw3grFV4FmJyctKmpKZuamho4i/n5+QUkF+XPSDCWE0HZjo8VQUN9la24XEVUMlLNNs8+V9jSE8lLy4n2cegZeYv0V2lb7TLLJyJ5Hn8xsqP8Ud9XaZk49SG8fa9F5LJFCqN+7HcP/Jzt12e7lRZBVxMyFYf3+2Q51BjpffylfJGlcOSgCGBhJBw8eHDwrV4ngegYedBSb/visUqjyGGUP4KdDg7KEUljWVhOfFYOdfJrGRSRUg6S32bmPHDgx5k9Exz/91vBmDbSu2Vftgnb0sNYJ+XseIUwIoqqPSgHmbWH6DZ9hqgdRCQ9IzBZuRGBichbRHKjcrPyWkRKtVGVRyQHEtm+ZXKayB5IvNRkUKXt+x89p6d0dLTuHDBa7ZbbGKaLyCHbum9bL4wnigAWRgI/d4OfWzPTM/8Iix0IsRyMy/+ZE/I8IvlYD75NpFa0ssG/jy36Pl+H+kVbxuAtYIwTkUBGRswjHZXcke09HjuwvisnmAf+M1mJVlr65B1d79uGWuEZkexjX86jr94ZEYvQhzwuhjiqvCKZsQ2b5XsVqr7qx6pcHi/6xlVyKihbRXaLdOL8sgkntwfVJlr9rHDkowhgYWSolQ81a8VrZsN7VEVpfCBTG0lzmUqGyLG0CBbLhukihxIN4OiMGNFqEqbHFdXoQffICTJhVPZxAtkirH3IfFYm2hIdkyJdWR6YPkL2hrDKt1UepmP9FdmM6j4iQkwmWa4obSZbFF+dc1vPJgitSYEqI7NBNsFhGdk26us1qr9lZC4jpWxPFb9lX5VejSP+z5OZaNxSdeV3ZCIim41FhfFDEcDCSPBBWO1Wn5E1dUsSSQH//DoOnjjDNVt4ixfl6bNihOCtHSInkdnF81HOLCJsnF4RVbYFxncnMD8/P/jNzc0N4nuYIsiePiIkWXwkcxkx4LRsE7yuJhB8zPkqEpTZGZER0Ra4XarwKL+IUGQEWsmrbBj1F0VcVDkZMcziqnbJfd7JiCJ/UR+JylbtMdMjylddj9L0IX+RrKhfNK4hkOiqz2xGb2/zM4BR3y6MJ4oAFkYCDz5mMdnCc3ZG0WfdMkfg5fPx5OSkJINKlozYMbHEeGoVw+NGhFHpw7or2ZT8PKjjF0/8h8QPCeDc3JzNz8+nzyz1JagsU2RLjIt13yLmUR7qGMMUGcyIad/yMpKoSGCL/LdIP4Zn8vUlr32JqIobkcEsLYep8lU+3Mf4uDWJUOWoZ4Dxp+SNJogcJ5JX6c5tM+p7ivRx3lxu9A121jPTuzA+KAJYGAk8kPN5izRwOkWO/DhynuwU1NYr2UPdTEbVTByPI4IXkdVodUKVybbjQVrJ4f/u4Obm5gZxcdsXPMe3gdWqQEbm+pC7Pvqz7VXdtiYTaCu2axQ/0iOr1wzKmasyVD33IWKtuPhYgCLVGfFSJGQxEy4VT01SlPxcVqv/KDlUWVF9KNmV/Dgxan0hh9tyq9xIF7WZeDQGISnkbbN4rPPJYEQEC+ONIoCFkcAPIvOAND8/P1id8jCMwy8m8CAYrahkKzmRo8FjHzwxrofxw+XRKkB2DXWLrmM+6AQyIqKehUTy5+EHDhwYhPMWN8ohqLIih8Zx1fWIBLRW71QeESlQZAfDsslDiyxgfi1n2YfQKVmzfFR6l0fJrdpGlH+L0HMfzORdDFmNdGKo9q8mB1gOTwCVLFFfUfmrfpFNyvg/qnMmd6yvmghmtmv1X9zwXZHAeh5wvFEEsDAy2KlH262YDe+3x4MbfsMXw/wfiaQqOxo4eXBVcmXEi49ZZiwvWgFgMtk6Z12U4/Bb3RMTE0Pb76A8ExMTQ7eCWW6GcuqZs1MELCIGiryrY0Xu1OoeXuOfyjuSPSJ5rQkA10sLfYlXVD7GUXGjL7qwjlEdqTbWIo19JzgqXh+i2uqXrclZiyApItWyedTHEa2Jq7Ifrt5FpFfZjPs1y45kD/8LhSKAhZHgA4oPOrhB6vz8/ILnWDyN/0cDI4OdGQ+catDmwZ1n8IoIqgEa4/O+Yw71jI5yxCpv1oPTePm86TPf6mG5MC+lu7JxH+evZGfduA76EjjMO6pzzA8/c+fnqryMuKr6iGRg/TKC2McuSh5FKLmdRyQl2g5I6diSOZI7IvisG4crHVBGjsflR32Trzta3+j1OJG9UR7Pv7WfpOoTTOwwrepr3tcjO6MuWN9qBRgn0Cxn34lL4chFEcDCSPDBSu3JFTkLjoNfEuEBF52ZD3Z4+9bz4nNFFpAMMJlzXSJngQSDSS+XsRgnys/+4EoeysXbmjApxNVTJsdsx6g+IqKqnERGJNEefsy3w1HWjOhxmCLVSkd0iF5ma9NgVS7bQpFJziuq/6iNMClS+WdkR7XZiPBEBJcJmtIjIgwcph59iHRZjJw8Lig5+srI11pETtVLdozgux6cD49LSgalL6/4Kx283fs5P99YBHC8kX+6oPCy4xvf+Ia95z3vsTVr1tjExIR9+ctfHrrOzs5/f/mXfzmIc8455yy4/r73vW8on927d9umTZtsenrapqenbdOmTfbss88uWl4eYBz+sgHfdvBwHFCj7/f6oKYGKiQ/amXE0zExxUERz3mAj5w7y6IcBZaH8TISxvlxGiUT2hPf/sUfXvOXP7gOop/SP7reSh8RRaxr/papf9+UyaKf87UoHK/7V1H426nqc1qZzB5X1VuUjm0T5RHZM2s7qo74BYBMJofar0/JH8mAOmSbpme6Yn6YR5RG2YHtlhE61jUjRX3aRUTcMnLKb+TzJBDrkZ/pRX2w70f9uE+7KIwHigAeZnj++efttNNOs+uvv15ef+KJJ4Z+n//8521iYsJ+7/d+byjepZdeOhTvM5/5zND1iy66yHbu3GlbtmyxLVu22M6dO23Tpk2LllcRDgcOSn7O6OPcGEiKMI0qh0mkug3Ng6MiMRFp4jxwEGZZIiKLx+zwVL6KhOJ1JN4sO6ZlXSNS3HXD+wf2QeR8+F+F8UoeEzwmc/61Ez5GkseED4GfzWOyzXKoumNHz4hWq7g+2C4qjTpW5IVJQpSvmkxGbUC13ag+lXyKlHG8iCSxfpFsqu6ivh7pwmX5cbRCG5WF/2oCynln8VlGNW7weMWTb9axb18uHLmoW8CHGc477zw777zzwuszMzND51/5ylfsne98p/38z//8UPhrXvOaBXEdDz30kG3ZssV27NhhZ555ppmZffazn7X169fbww8/bKeccsqi5cYBCwmQgg940S03z4dXBnnA4hUFXAHMZvROCJSMLQek8lOymr14Wxadnocrubl8dRyRJJSFy/GwxTgdh7JRZB+3g3KcSlaVZ2t1xeNEq3nRRMLbJd4yj/JWduA8F+s8o3al6i4rF9NwfO4DTFAioqryX4zuWXolW0t3bissd0bwIhki+SPCpvLk26csw1FHHTWYAKu6QblYT6Ujh0U24D6v0tfbvgWFWgF8FePJJ5+0r33ta/bBD35wwbUbbrjBVqxYYW9605vsox/9qO3du3dwbfv27TY9PT0gf2ZmZ511lk1PT9sdd9yxaDlwRsvHavbPKzE8SLkTjt5qjGb7mZPg48gJ9Jlxq5UKRRgQ2eqBCld2Q+DMnlcGs1vAUVw+5jKjlSGWn1cdWMfIEWfEUJEChxPBJUuW2NKlS23ZsmWD39KlS23JkiVDq4Ot28dcZyhH1JYifbIJToSIXLXaGpPsjNCovqEIh6qfPm2+jw6YPluVZyKl+oWSQd3iVG221cZZf0+r7KFeEMnaPMqhJnvZqqyybXQ9Gs/Q9oXxRK0AvorxpS99yZYvX24XXHDBUPjFF19sa9eutZmZGbv//vvt6quvtv/8z/+0rVu3mpnZrl27bOXKlQvyW7lype3atUuWtW/fPtu3b9/gfM+ePWY2PAC5U/UwfnFBrQAo4hYRLE6HA+fk5OSCeMrZqRU5hErDeapVFuVUW6uJSla1d53SvwXPS60GomxqZVHpGjnxKAzT48obl68cMNuQ2wmu+vlvamrKpqamBiSPSbCTX5xc4EtFkT4RIVLou7oZrdpFbZLz4v6hCBLG7aNbRjI4HafntuXXMru2ZOW2H6XlfqjSctktgsqkrDUW4XGf/hFNVllXHlvxX+Xbyo/P+4wjhSMbRQBfxfj85z9vF198sR199NFD4ZdeeungeN26dXbyySfbm9/8Zvv2t79tp59+upnFKxjRoHDdddfZxz72MZkm2oBWvQ2ITpBnujzAYXxFKr0M9Y1R1AfD+I081EOVqVYf8Rc5UWXHyBnzLB+vqTKYyLhd2AbKiSnilxHVFvFr6ellqIfaUWYkq5kTVSTQn/vzFT/Xh7+F7LfnUD6XA9sqy650Yn0j+7WcbEYuML1qG4ooZ+0vIz4cn0mqIlV9dMjy7kNksj7DMkVxM/ti2oj8MpGNiCnbKyuHCXJEKtV4oPRVdcD928urVb+Co24Bv0rxzW9+0x5++GH7gz/4g2bc008/3ZYsWWKPPPKImf30OcInn3xyQbynn37aVq1aJfO4+uqrbXZ2dvB7/PHHzSx2Dvx5KgfPfhWhw8EKCYLa4w3TKyKqBmUmgxxHhamXLxTYFhg/egnEwyMyFckVvSGp8lYOBHVT8dXtXJYl0knlHdk2kjcjCW4vJIBLliyxZcuW2dFHH23Lli0b3P7lF0M8Hf84f7c/y8+I6g7rUOXNxzw5ivJiAqXy4jyj+ouIR6aDki9acVPkOLJlFq7iMVqkktulauuLmbipfFHvzJ6tPsNEL6u/rusWvKCGUPnV6l/BrFYAX7X43Oc+Z2eccYaddtppzbgPPPCAHThwwFavXm1mZuvXr7fZ2Vm766677K1vfauZmd155502OztrZ599tszDn6tiRA6Jn9/DY16lU9/BRChnEq0eIXjPPiyfiRpDhal9CpU8qG+0soQrAGrFjG2RrVZGs3+1+sq2R+CqHMui4qNziogM68F247yjlSu1cunxnQROTEwMyB4/7+jxlKxIJtWKKuvCUPoqvdQzYiqvrG1mbbVFILleVXvgsrP6x/BWH+LrUbuJ7hr0sVUkW0suJliRXuqaattmw7fFo7bNZbdWMLFtqjEjWgHmtodpajVwvFEE8DDDc889Z9/73vcG548++qjt3LnTjj/+eHvDG95gZj99/u5f/uVf7FOf+tSC9N///vfthhtusN/+7d+2FStW2IMPPmhXXXWV/eqv/qr92q/9mpmZvfGNb7Rzzz3XLr300sH2MB/60Ids48aNL/kNYCY0asA3e3HFD0lZNIgu5p+dmplexUE5+zhTDMfBHIlStCKDt1zU6qQqA+3SIhR8zkRJXUfCrVZxIptk9RTJ5GWxDujk2XZM7DANb/bNqzhmL359xvPwfJgURaRBEdVolZNt7lBvmPchcmw7liM7R5kiKBKt2kokW0v2PujbviJC5nqwThyu7N2yeZ/jjMiqiVhE1BaLFhHHthr1KaXHKHVZePWjCOBhhm9961v2zne+c3B+5ZVXmpnZJZdcYl/84hfNzOzGG2+0ruvs/e9//4L0S5cutf/4j/+wv/7rv7bnnnvOTjzxRPud3/kdu+aaawYvSpj99C3hj3zkI7ZhwwYzMzv//PPDvQcz8AoUO0IkTLxippyyGrj4xQiVv1q1iFZBcBCO/hUhYfLRZ/buUFu/8DYtLCPaBWf/mIeSDdGXPChSpqBkU842IrzqXJHpKC1OMvAFD3/Wj0kjpkF9Wd4IfUhVH7m5fvoQQlWuIhkezhMHh3pJIys7ImnRuSI9rfpUOqq4Uf/gvsTtskWYVJyMgGbEDvWI6qePPnynIpLNbOEn//y6GgfVfzZGFsYHE11NAQovAXv27LHp6WlbsWLF0Ea66HDRGSP5xMEym83joMbkMUqPafm5LrN4FYGvR0TT81WkS60EKULG+nm+UT7s3JXTR/CzkqrszG4Yrhy/kl295av+1dc+WL8s3K/hc3++BczRRx9tS5cuHaQ9ePCgzc3NDZFEfCOYf14Hihgo56nqL5rE8EsvL5UARnGUfVkHlJlJIddbH0KVEbssTPUZ1a5Uv4z6bYt49flXxFnJj+MST0r8umovmW0QrQlHZAOUDeWKJh9d19nc3Jzdf//9Njs7a8cdd1wqV+HIQ60AFkZCRGIyEsLkKRvUI3Lj5al0Hi+b5aITZD2wbL7953Faz/iogR9lVs4qc4ZYJsrCZai3qJUD4K9eqLxQPuVA8Fg9S6TIqiIaLJPnh1tfcJ5uC7/lOzc3Z/v3719ARlv7H7aIHx5nZJ5tzXbKJgocxnmoPqTaXGsz7NakJ5NZXY8QxVF9B8O97qK+o/LivqLIdySf6tdK38hu/HJFVE6rPWRhXKaSqw/x5TeOs/5eGLqgpwwAAC2LSURBVB8UASyMhGjwPXjw4ODBfEVacMUicnIMtaKnVkCY1KgBD4/VM4GKpEZEiElJNINXZCgiHcpWaraP8diWmVPKbjexo/ZwXOlQhCWyE+elVlDRhnybG8P4VrUTPA9zQshyZ+SPnyNU9ops1Ndpq/wVicNz1S9YJo+j6lJNIvhaS6ZIv4xEtMgN5406RDZR+aLOfQiVskeLJKpxIyNOWRtCXZX+SsaMpPK17NlmD8d+UiSwUASwMDLQQasVCDW4O0F0oBPAFQJ+dtDBDg/JAhMstfoSOYuMNPZZiYlIT2QvRSY5H3YQmB6vR7q2nLjLxDopG6k8UFflYJVM/FKHiutxsE7w3Ekcfn6LCaCH+0+RPvypOlHEPEJfUoQ693XC3AYi0qdkjNpXVt/R5IOJP6eN2pqKE01AMuKj8lC3ayPCpEjxYokQk9ZWv1MTIi47s6eyf0YI/Ty71V/kr1AEsDAycMDDgQpXJpik8OCFBJLf9nREDkmVGcmp8sIwdY4kiVchFemMnCqGO2mJXoBgMqVe0sicebQywjr32ZpEldFycAxVL4r8qWMkfi6zv2nrdsR00R6USPw8H0X+MgLYt81ENnBkbxaz7Gxzs4XPUkblYFgkm7qW2YPj9SGQ3JZVHCVLRrYzRGMHksWs7rB989jFuquyVL+P7Me6RvpHE0q8huUo8sdkuUjgeKMIYGEkuHM2swXOi8lcRnDUQKQ+Jefn/KIJO8NofyvlCDA8gyKmSHJx2xcmMMrJsnOMSB3HZfux81Gfi2oRACVvlj46jvTBcE6nJg9M/CK91GoxtztVHpaB7QnDI93YdspuKi7nzTZVLw1hOZi3etlDkWw1KWgRLG6zUf1kyMgOy9Enr2zC18pTkaioT0byKgKnSJ6HZ31oMZMGVQb3Vy7fw6O69bi1B2ChCGDhkEA5CzU48wP9/s8P/WfEBvOPyIcinBgHZVZkJYqnrqsBXg3U2aoEOw0mv5FDiwgJl9FyMlk8r58WacdrfZwL5sty+HUsw59b4nQYV5H7qJ3wMdZdi5T0yRfDonDWncPVP/cvlAf/FXng9q5IsZI7sge3dda1tQVN1uaUvFE/Zr2zfDl9JBfriW1bPY+sZIrsGpURle/Xo0lGRvwVVPspjB+KABZGgnrz0D+tFa3SqbBoQPU4PMhHz4/hcTQ7xjiR88Cy+d9nz7xig85POVe0hyKPbKNIVg7DctX+e8omrbcto73zIiLDxxFJUTL5sf/Uc38oi9pmCEmCmmRE8mN9MvmLnGukA54rUtmCWtVR7Y+3VFIThIjoZX2hj4yR7qp8jJflEaXzsAh8LbtFiu0G6ySzDdchjwEZweR8jjrqqKHHFTAOk92sPpGEqn7JYw1fj9IVxhNFAAsjgZ9N41t2akCObqU6/Nrk5OSC53VwgGTSxuEeP3IqfZyNcpauQ+RgPZ4TCyRDmbNpEQ0lI770kDkwtpU7I8wvWlXzulROL7IllsUkXxEHLCtqE66v5+X29bjsHBWR5/w4TD0flhFBRfoxbfS8VV+C5PniXpvYniLCka0SRSSYj5Wui0kXTcgiZP0xq8+ovfQlv6rsLF8VP9IRw9XEj4meamPZC1aoV8veHt5alS2MD4oAFkZCtDULDk7oBHmblsgp4e1gnoFjGUz81GwZ8+fZtnIOXq4foxxKXl89ilZDMB81u1f6c5mRw882YOYyI52ZuHAZSIxY1r7E1e0U3dpW9cey4aox54t684REyRgRAT/u4xwzRxsR8ah8DFNkx3++us4r77iCmdWnaqcRgcX/jAxF+jAiIpWRtKxtRflmfSGTRZXNbR/j95ExancRAeM2EJE+NTb6cUa4kQQqXQrjhSKAhZHAqxMehud+OzhbLcIBCwc2XkXEQZHJJ4dHhIZlZKenHBLv9h/lx0SJSZyH48DO5IV38I/KYvspudR5RLw5jB1oBEXesriZ3GhHXDnhtFgm2pi3JOq7N6MfRyTK81OrLIqwYt4RGVSEIyJ+rqd/AQVJoMvA+xxmNm+RD0UO0UYYxnUS6R0Rfs4rqq9W28r0i4iU0t8svp2s+k1GEDNbsawZEWb5+fETlgHfMo/IbqFQBLBwSKDIDELd/jNbeHsDSV30XCA7YY/bms1Gz8d5ntGKBsvrt6YVGeA81VcP2PmplTGPy6SKSQnLqF6+4PI4jMtEIqTsEzl+ZUfWWaWJjh2tZ7sUiVM2UERcpVN5KFKnZIrs3yIcKFO08uukb3Jy0qampmxqamrQxnxLHPWcG5M2JMt9ZUKdFcFTk7QoH46v0ihwG8vaBOvT5wsjiuyqc0Vi1SRA9RceE1R7chLfZ9LSOo/IaL0BXDArAlg4BMBVGAzDwZDf7OXZvyIYfB3DOBzLNNMreR7uP34mJyIxPMDOz88PEQrMEwd4TB+9mBCRIpSVb2MqZ6lug/Z5/jAieZEs0cqM+mf9I4eq7KBkULrzM4BYHy0Creo4IvMYJ2tXKk2WJ+YRPevF+h111FE2NTVlS5YsGayuz83N2cTEhM3NzYUkkOVqERdlcxU/0lPlx+kjW/QJU6QuI01o50hPPuZ2r1baFkvcskkSlp2NIzyOcj2gzkxGW0S7MD4oAlgYCf65N7MXB2XlWHhQZEKD/3yNBzj1FQyOG5GcrBzMMwLPnpnwRWnVly84Pl9TKxF8nL1RzOVHKxkYn+MxcYucl3JWUb2zfoqkteoycrKsXzRx8OsRCWRE7al13CKIqk6itGxT7m9eXxgnIrzZOZPojPgyIhswkVL9musoqj++zm0qIpcYp2WPvrZi2VWb9zgeD98IVrKo9q/isu4czuRPtYVaCRxvFAEsjAQkZBkJwkENb3nyg/1qQMfr2TOBGBbtW9dnhQDzjQZY/pKDctosO16PVgRZXo6r4jApxrRKN2WHlsNX8Tg/TMcrFdnXUrAspb9aEWHSE91Gj3RV56r8yJmz3hmp6LMnYUSW2ZH77V78CopqZ1z/SjdVb5g2IvuR/BGy6y2CnKVRxCgilCx/NJnhMlAHJuGqj0eEjvPBNt3HPlmeqswoXaGAKAJYOCRQn0hDAqNWdzAeDlLqW65OKtQgx2QjWjngclTZjj4Pdns8HPyzfbYycqOIXERUFLKVgKg8P1erABmhUQQ1k5WdZkZWM2JpNvwZOJxQePyIsChiFxE/lAnzjOoms7GSqQ/BYtLn5eNm2G4Pj+uPJmR7Giq9lE6RPBh3MSQj0xPPo2eFPSzadQDjZHXp8bnNKwKnyHQ2IeB0HIfT8otlql1EE1zO2+OrfsFtPSPrhfFCEcDCSMDVnr4zUUXOmBRiGswXX8DgNEzo1CqTkp/lU45ADfKtB8vZwbGMk5OTQw5eAVe3FPlSjhVljAZ7JKycTjmMyPmiDMoxYb78dnMf8qPqkMORDPk5vw2MNkH5FKmJ6oMdKsqpCCEeZyvSqv3wy0NI8FBffyPY7esvgvg5rlSrus2gbJORxAiqrhR4VZzjqomjuu62U2/um9lQO1S69tEjq3MVX8XhdotpUOboBTdug5g+aufRxK4wnigCWBgJ6IDM9LM6amXMEZFCJoc42Hme/PwTytR3VSta6eOBXg200aoID67qZRM1KON1T8f6K52ywVylYx1bKw7KJkoGlQc77KgsRW79mPOKnGFUDscxy599crKrvoaSlZ2FoVyL+RoDkn+XZ25ubojw4UTECSCvAvKEIGoDqq5fyuSK+yRf6zMWsP2yMYLlxXSqzymdOR/VNrMJSB9SqPTibbIwfTaBWyyBb8UpjB+KABYOCXiQxH/lSHmGrwZVHFj55ZLsGbrMwSjHhtci0uDXou1fIoeonKoij9HKRkQOWT6Oo1Z6slURjhelVSsz+HUOtgvrpmTl8pmoRKtW6MCVXJG8kdND+0QP6Wcy+jHLqMhmRAIVceU9/fyn9gJkEsgrgFkbXQxJiMKYfPF1Ll8RLM6fyV9Eili26AWpqE6yvDId1JizGIKsiDmmYTKqbJ9NRr2tYNpog/TCeKEIYGEk4GqVGpx8wFUDFA5MHNfjcFq8zitkHl9t1RB9Lk3pw/t0YdnqOTAe+Nmpsa1aA2+0wsFkMyOHiugqoopxuRyWIdOZ9WNERFXprm7xK/TVuSWLl8t17XEzEtrSz5/ZU/FUX4kIAN/W9DBFAJH48e3OVr2qttAHEclUekW2wHjqdrAigYshrX3kZx2YMLYIWEbS2J58a5cnAdiOuSx+pECRUJW3Ip2F8UURwMJIQNKlXsYwW7i6xYO7iufg587w7WFFID0MSWDkJPlzb2omHpGuFnmJdOLB2mVFu2QOQJ2jDkoGBUUEFvuMH+uunEtWt33LUS9+ZISSiXa22hMRiYyoYbjSldMpQhTlhfnxCia27WxShW2cwyKdVVhmk2hyEtkpmiRldomIX9SGWMe+5B/jR/r3afutdqnO0RYtMqvkYdtgPjh+qOdXC4UigIWRoBx/NLioQcvMBi9DmNmCW71qwPJjfFs4IiCObLUB81TkNZqpK91cJnbSikS2ZM3IH5NMHuQZTFQUWcqcHxNSJNCcXjly1p+JDaeL6oOPUf/MCXu87NYry6vkiNBqX1GbiyYafJ3Jfeb4o7eAVdtWbSIitSxPZp+MZETEKmrv/ONysW3ynYhWX8NrLJfbW40/yg7qUReGyqdPv8HrrbbF8XhiUeSv4CgCWBgZvjKBgxk/f8NvZEazeh+0mNxFDgAdIIZHA7NybjhA4kP30cDJH2HngZqfu2JSm0GREyRa2ZcGWEe2DTv+yImwI45Ia+b0I/ujjhH5VXl7uoiQcJl+rq5npIvBDloR+Wi7DUwfyRqBCT2mjx5nUKTP5eP2Gunm4YrYtWRG2VU+qu9i2YrYRr+sLhncjzmtklWRVFWnTOK4XLZL1uZUfPxXcRTBV3JEdimMN4oAFkYCOhkHOy8M5zC+Fl3Ha0wGOR3eMvTwruuGwv0cdUAiiwO7cppcPjuJycnJBXkjufVz9QwkxlekJyNfKLfaOkaROXbOTNqU01JEj8PVg+asH6dXeXK42UJSzLfzPU7kzKN8Myhyh7r03TsyIlhoD/WyEddvRMr5x7JGabF8f3YxIiUqrywuy8gTQiS1/sM4/MIL6xQ9oxcRXAxDuXiyGOnamqT0qXuVlstj8LjG+fKYFpHUbIwtjA+KABZGApMxNfChc+bn3DAPDMdzdPbqSyA+8GF5kTP2B+QZ7HAx/yiM5VXP2bBjZQfIDrTPwJwN7sohRwSH9VD7DbZk4POI8PUl/36uZI7IbEQU1e07tF1ra6JInojwZDJHRCkiTVF5EeF2fTGtIoE8SWIinpEj1V8zG0S2xbbGQPKHx/7DfPCn+pA6Zn1RV7OFq/tsk0gfrgPVB9g+UV/lNh21R06j2roaE5Ho9n0bunBkoghgYSTw4KMGX/XQupMgJHD4YodaGTDTZNGPPV8cwH3zXJRXOQG8jmC5WWcmqxHRiQZ1dMKog9pSRc34I4KD8marjCq/yB59VxCQgHn5ngZ1VY61RaoU+VUEW5EavO7hKl1EKPFcEaWW/Eg4FQFSRC1qZ1G9tORgeTI9M/0dEYHBuCw3p1Grf/6bnJwc7DXKRAttiBPASBesp+xaZEOOxyQPJxVKlqjvqbpWaRHc5qMJbNQH+jxKUjjyUQSwMDKY6DlwgI8+4+azUfWMoFp1iEiWWiVR/2rWHK0KRANkdI1JBG/V4F9uUKSFbaYe9lc2xzSsD5MdJk2oi3KOURl4zrpjnmoywPnh9YzsOSmOiIaHqfplGSMSoGTDvLg85XSVzop08Rvzqq4yXZUcWXtX+qj6UvI4vA0rtPTAcLRbNFFywufkT204j22CJ1Lqax+qzzG5jmyEeah0GflUhDCb9ER2iYgd6sy3yVWbd/sWCkUACyOBtzBRm+86yWPgQKi2kWFnoGbcOMD1GVj5GpOhKK3LoZ6N4zRIZjFPHnQjp66eX2wN6l6+uoXL50wCuQ6jdMrpoSxRekWSVD5sRxWP47j8ypaZU+Zys61zIhKtCImaUGR5clo852u8nRGXoQgg66lIGJc9MTEx9M1hRYaUbhGJx8kQhkf9Abd6cvI3NfWiq/K8vJ8cddSL30jmr2oo4hXVZ1RHEUFj3fmRA5YhI/IRIVaIxgFsyypvT4u/wnijCGBhZLCTiggIEwVeKfIwPOafh6s9/MziW0FOQjEv9cA3lsEOMvqiCRI/dM5MYNQ/x3HwTB7TZQ5F2TpayVCy43WVvyJ/SoYI0Soe2z/SieXkOFkYtwuecGR5IbLnpzLSwPEUsYrIOZan2q+aFCiS3Fc+pQvLmxEnfoRB2ZP36mQ7cH/hVT41diibtnRr2aU1gcF8OH/Og4/7yMjkUj3SgSuebIeIqBYKRQALI4FJHTorfxM2i+fHPljxbVK8ng2wPNCprTk4vl83y3flV4N3RF4wLNrTEPPKiIjLpVZHOY6yp7IZyhfdsmc7sV1bzj1y+Gwr9a/iRvWS5a0IFtufSQA/q8r1i+n6tCuWNZPdwY8NRPG5fSuyxnJFcVBnbI+oQ7SqFJGnjCxxHhlxVWki8ofb3ah8uM5wR4CMNLHN+vQZPFZ9H6+3bsd6umiMitpZpkOhYFYEsDAifLD0gdTJGxMMn7l6msxB8nX1FjE6ePXFAy8fgbepvVw1+Ps1JnOKNHFcjq8cJc/gOS+2SbQ6F604ZvminbMVDA5n58iOPyI1qoxoEoBQNspWYjCMV3b7ELYWOYoe7o9IIpehbM6TicU6ZiVrRnA5LJKf25QqExGRJkwT7QOK8qjN0/Ea5sd9Xm1+zTbhtpzZLNIjI++qHjw+jxsZuc8mN55XVr7qC8ouhUIRwMJIYCeGgzi/pae2cPH/aEDOBmgc1BQJxPhMRnmgjxyTmd4aQunhcBLM22wwSVNkU/0rWSNShuAyMxkiXdB2XAYTUZaZ42YEjmWIiBbLqHSOCJUisCqesmsfoodp1XYgLfk4HsqcEdgW6eN4ajKAJA37UDZZ8TBuH4oI8TVui3w7m4k3y3vw4EGbn58P+73aEgf/WQe+riZ80QbxChHR5PEysmufNt+nLXJarptWHoUjG0UAC4cEPNgoZ+BAh4rOAx/gViuJeJ0Hfd7cGbeVMVv47BnLpGRWA7YayD2vaMBXpDayXV+iw+UonVxnfKCfoZyJIimsMxIGrkMFduS8p1trRYLtpwgw68Tn0Sa/KIPKT636KmIRkeuIOCvHzPJn9se4ypkr0hOlRT1VWVG7V2Vn5JYJNYZ7/czPz5tZvHedH+OPCaDSFc9Vm2OCl5FoBWWzPjaZn58fetENbYRjX9YWoolCtBm6elmvMH4oAlgYCT54mf10MMLn/jyMHau6pYtxnbRMTU0NhbEj5ud32AnwKkw2CEfOIFpJaq0cLcYJ+oCMtlCEOVo9iMqLnmljWaMy8V/ZgMtXNuJ8o/OMnHJYRPwiebI9zxRJyuJF9lbltpx2lB8TEGVfJjrqONNLkRS2RzTJ4eOMzLag2qznr24J+w8nfEwCUT9FCrkf8Wph1Mb6kEG2a9S/VF/3uDw+Kvm5fbAumJ/6z8anwvigCGBhZKiBUQ1SuBLDDtps4TYp+Dkq5cDVgB8RExzEfaCMSE107vmoGXREsHhGH83Q2SFwuuhWnHLIeJ45Z7UyEJFatZrBBC9bUcjCIyKqwtzu2Ru4eBy1AYZaKeH0nG/kmPk6O2elH8blSZXSj8tlx491pGyFkyo/jwiesl1ELiJkxFSNH36LV+mJxA43emfSp+oE40Vyq3ErquuorWKa7Isrft3TRY9T4Bip2hb3dfWGeNS/C+OL2g3yMMJ1111nb3nLW2z58uW2cuVKe+9732sPP/zwUJyu6+zaa6+1NWvW2DHHHGPnnHOOPfDAA0Nx9u3bZ1dccYWtWLHCjj32WDv//PPtRz/60VCc3bt326ZNm2x6etqmp6dt06ZN9uyzzy5aZhyc/JwHag/3Z3b83NPi4ITpfGY/Pz8/9Dt48KDNzc0NneOKgCKGDrVXlyI4ntbP1V6EGAfz4ri87Y263YPAeP6LZEU5oi9uoB2YtHn+apVFOVaUQd2Si2yDZbL82Qodx8/ioaxRPmwP1q8vOYhkbBFDs+GtXbhMTKfKxR/3JSV79EIM1xf2HXVbNfop+0Q6tOzIumEfn5+fH5zjuMDHPAY4QWT7RzJFfUvJjH0Gw/BY9XH1LLQi4DhO4DjAeSsZsI/yC0yKtBbGE0UADyNs27bNLrvsMtuxY4dt3brV5ubmbMOGDfb8888P4nzyk5+0T3/603b99dfb3XffbTMzM/bud7/b9u7dO4izefNmu/nmm+3GG2+022+/3Z577jnbuHHj0Iz6oosusp07d9qWLVtsy5YttnPnTtu0adOiZcZZKzodHtQixxA5FnZGSPZ8UPc4OMgzgWSn2GdljGffSk4VF/Ni/dXby5wPDvg48Pt1Ja8ir31X4ZTsESGOVhb4WDkilpkdEdosk1nlF5G1jFywvGplJAO2odYtyEg31ZYyBx0RJkXkVBkY7uMA900li5IxIn6R7irPKC1OBOfn5+3AgQN24MCBIfI3Nzc3OOc6UM8DtupJyYLjR2YHZQ81uVT2wfasJo48YcQwbivYZlQf5fLQ1oXxxURXLeCwxdNPP20rV660bdu22dvf/nbrus7WrFljmzdvtj/90z81s5+u9q1atcr+4i/+wv7wD//QZmdn7fWvf7394z/+o1144YVmZvY///M/duKJJ9rXv/51+63f+i176KGH7Jd/+Zdtx44dduaZZ5qZ2Y4dO2z9+vX23e9+10455ZSmbHv27LHp6WlbuXJluILGX7TgrSD8mAkXh5lp0qAG12iVyYH5R7fk1CCbdRO/pmboLT39fHJyUq4AKKK6GKfKxC0iHIoUo+zqekQgUf6ovtheXFbUplxulknVT9SG8LrankMRfEzvZUa3oRXZ43L7EGYlZ6Rr3zAOR1tnRMZs+Nk0lUbJj/XJOwJ03fBemeq5OFwFV28pKyLWh4xiGX4NXyCL0qgwrHPVR5jwqfbdWuXvuhcnuurtZ9YV00XhZj+dDHzve9+z2dlZO+644xboWjiyUSuAhzFmZ2fNzOz44483M7NHH33Udu3aZRs2bBjEWbZsmb3jHe+wO+64w8zM7rnnHjtw4MBQnDVr1ti6desGcbZv327T09MD8mdmdtZZZ9n09PQgTl/wAINOAVcccYDkAcsHNY+PM3Bc3eMf3/rNZvgtB8EEUjmBiNQhWcM8OA6G4a1XRWLZ+WI+2XVVP9GWGJyer7GtlFNSziUi+8qWkdwsS1af6taluoWpwCQmcvj8zOioL5YoubBdcxvlNqLKa+UbEQZcRcxspfLsU64f4+MX0du9SkZfCeTHPpSsrTYQ3d5mHaNws3hC2HX6c4gY7vp7PviPY4If+zeQcUKVjQEoI05Q1OberFdh/FAvgRym6LrOrrzySnvb295m69atMzOzXbt2mZnZqlWrhuKuWrXKfvjDHw7iLF261F772tcuiOPpd+3aZStXrlxQ5sqVKwdxGPv27bN9+/YNzvfs2WNmOXHw/2zQiZwIOjw8n5ycHHK+OKC6PGrQZdl4oOdBFFcpMEzpG5Ealp1X9ZTsCiib66XIKcbh9LzaycdRPkrOvuA8GH4Ny1RysoxKP1U2yhA5Zs6b5cY6Rz2UTljfLYKY2TOrF25T0VuiHDcry9NH7Rvz5rf2Vf7RS10qX9a1j+xcH0j2uAy2F4djftGYpd4SVvaP2kdG1JjUod38Gj9Sw/uS4jN+PO6w3Vm+l9KvC0cOigAeprj88svtO9/5jt1+++0LrqlVlVZH7kM2snyuu+46+9jHPrYg3IkS5oH5M1HjQRbTmL345m+URj2Xoxy0x1Vf0eAyeX9Btk/kYBE4gEckgUkHlo95R7N8/6GsaqBn4sakSsnVIoZ4TdWxOuZ0Ud590qu8FAGLylbtTZEPRRgi4pmFqXAuO3LKKLeH8du6no5fasLyMS4T0oxMK0LB+Sg7M1nGsqJJAPZ31bbwfG5uTvYHtDcfc5iSRxHPqP5Y1z5jr4rH/TsKV2OCx1P7oqKOka7qvzCeqFvAhyGuuOIK++pXv2q33nqrnXDCCYPwmZkZM7MFq3RPPfXUYFVwZmbG9u/fb7t3707jPPnkkwvKffrppxesLjquvvpqm52dHfwef/xxM2vfFlRvIfKsnW/JRLd+caDz/P3ZOTWAq7z5Z2aDsjh/zIP1iAZ9RU48vnrOh2f2fD45OTl0G8jD8RaRyoPrRq00KCgyyvWLeaMT5vjslCK9VRy2ZytflJ3jZ4RROcCsTSuCoMKYuHk8bqcK6Jz51rPqD5FNmGBHJEflox6vUAQjIzVR/2Mds+ucD/6r28FZHfOtbvyPbrtzG+X2mBEvjJf1P+6/HK7iRM/PqnSqHHW9MH4oAngYoes6u/zyy+2mm26yW265xdauXTt0fe3atTYzM2Nbt24dhO3fv9+2bdtmZ599tpmZnXHGGbZkyZKhOE888YTdf//9gzjr16+32dlZu+uuuwZx7rzzTpudnR3EYSxbtsyOO+64oZ/LzGSLiRSTOUyHD17zc3yKGHIe+Jyher6Ht57B21M8+PG+Y8rxYlmRIzYbvj2FiAgTD+7q2Z8+zwS1CI1yKChP5ORbhEWRPy47skUmH5av4nhdcB5MoiIZUH5uu0rOyMaKeKgylD4oZ2Zj1X9YPi5fPRfraZSsLmf0+ATLwnLxW/hcFpaBNlH5qv4f/Tge7xQQ9WVuH5HtVFolMyLrD/ivJn7ZOf/wRRpVny1iXBhf1C3gwwiXXXaZ/dM//ZN95StfseXLlw9W+qanp+2YY46xiYkJ27x5s3384x+3k08+2U4++WT7+Mc/bq95zWvsoosuGsT94Ac/aFdddZW97nWvs+OPP94++tGP2qmnnmq/+Zu/aWZmb3zjG+3cc8+1Sy+91D7zmc+YmdmHPvQh27hxY683gBHs2DzMgSshPmDxoMq3aRF4i4M/1eRlqdtSfMzkNHJKvAkvkxtFkFA21lsNxup5tIwERc9S8S1u9dwZE4Vo4I+cVWYr1J3D/VN+iuRmjjIiR0r+TM7WG8aZ80Pd2HGr9Kpt4Dk/XsBxvY77rjJzHN72g88jYoDIbhFH+kUymS38jJuqYx47srrH8+hWM7eP6EUuFcbPP6o22pcwqfy5/aDs3oeivoL58DOHXN9s10g215fJb2G8UATwMMLf/d3fmZnZOeecMxT+hS98wT7wgQ+Ymdmf/Mmf2AsvvGB//Md/bLt377YzzzzT/u3f/s2WL18+iP9Xf/VXNjU1Zb//+79vL7zwgv3Gb/yGffGLXxz6TNsNN9xgH/nIRwZvC59//vl2/fXXjyQ/OzXlVJQTUg9ZM7HweDjbVYOqGqTV833KwalrGEfFZWfGTtnj+7NO0Zc/EEz8MJ2nxdVKZXsE79MYkdOIhHI57KTUdSR/7DwjsqzKzAhXC0z4MiKkwpgQ9CVASj4kRio+6xkRjmhSEU1Q2K6KjCo5o36LbTEi807S2B5KR6wbpUdGYLlNsQ54zvlEdld6qX6i2gjLEuXN9uVztaMA5uXkGv9xB4VIR5wEqy2mCuOH2gew8JLg+wC+7nWvG6z28IpUREQcrabnhJWJBg5ePrDxbRCGp+c36nBwxJUY9bYulsl5s3wM9QwQEj3/99/U1NTQNQfellKfwTIbfrAeb7Gj3ZVTxeuoW+T0WFfe+gVl5/rBcEWOMgeMcmXyYjmKFGQrzxlxjAiX2fDb4yyrajsR1OSG5WKb8CoivqDVIkVKf5UWdeB23iI3aHNlhyxdJC+TyT66qvxwPIied0S5opdhMB81yeMxQD3Owf0ICTI/A8nPQppZKL9qv3Nzc/b973+/9gEcU9QKYGEk4GxfrSDhQOuz1Ihg4cwU4/EgGzllPG45LzWrN7PBLeDouSCXC/OLnBKWq8JU+ax75CzV7V4kw0y0mBAqHZXM/Ja3qmNVDtarIolYRxGRUA5LlaVkdygSppy/ak/4z/EQqo6QZLBO3G4UsWbCyPlFRFCRk77tk+VQb7pGMii7KptFdlV2jPp2BG7PPHHKZMAyEGx3JUNWN1zf2CeiNsD2VPKpOlRpVHxl+8J4oghg4SUBiUrkwDKoTaJ9NuthTMo8XyYkOGA6sVFOCa9jfCYaXp47U5QRw6IZPg/8GEetAPgtHD92udxRYDloI1UfSMh9tVCtJOA55qEcFpfB+rgeaAOXGd+8ZMfXaiNcbuQMIzs41C05JEpchnLoDkWaW9eZyHMbRtlQBraTSof2UPIqcqdITWS7aJLhx33IuCK/WI4qI5KLxxild4tQZsA+EhFonpgq4ou6Y70xue7z8z6Nz+1ln8HD2+8Z2fWxrq9tCkceigAWXhKeeeYZMzN79tlnX1lBCoVCoTAS9u7da9PT06+0GIWXGUUACy8J/nm6xx57rAaOnzH27NljJ554oj3++OP1nM7PEGXnlwdl55cHfezcdZ3t3bvX1qxZ8zJLVzgcUASw8JLgtzSmp6drEH+ZgPsvFn52KDu/PCg7vzxo2bkm8OOL2gi6UCgUCoVCYcxQBLBQKBQKhUJhzFAEsPCSsGzZMrvmmmts2bJlr7QoRzzK1i8Pys4vD8rOLw/KzoUWaiPoQqFQKBQKhTFDrQAWCoVCoVAojBmKABYKhUKhUCiMGYoAFgqFQqFQKIwZigAWCoVCoVAojBmKABZeEv72b//W1q5da0cffbSdccYZ9s1vfvOVFulVg2uvvXbB9z5nZmYG17uus2uvvdbWrFljxxxzjJ1zzjn2wAMPDOWxb98+u+KKK2zFihV27LHH2vnnn28/+tGPXm5VDjt84xvfsPe85z22Zs0am5iYsC9/+ctD1w+VbXfv3m2bNm2y6elpm56etk2bNo3VZxFbdv7ABz6woI2fddZZQ3HKzjmuu+46e8tb3mLLly+3lStX2nvf+157+OGHh+JUey6MgiKAhUXjn//5n23z5s3253/+53bvvffar//6r9t5551njz322Cst2qsGb3rTm+yJJ54Y/O67777BtU9+8pP26U9/2q6//nq7++67bWZmxt797nfb3r17B3E2b95sN998s9144412++2323PPPWcbN24cfNx9XPH888/baaedZtdff728fqhse9FFF9nOnTtty5YttmXLFtu5c6dt2rTpZ67f4YKWnc3Mzj333KE2/vWvf33oetk5x7Zt2+yyyy6zHTt22NatW21ubs42bNhgzz///CBOtefCSOgKhUXirW99a/fhD394KOyXfumXuj/7sz97hSR6deGaa67pTjvtNHnt4MGD3czMTPeJT3xiEPaTn/ykm56e7v7+7/++67que/bZZ7slS5Z0N9544yDOf//3f3dHHXVUt2XLlp+p7K8mmFl38803D84PlW0ffPDBzsy6HTt2DOJs3769M7Puu9/97s9Yq8MPbOeu67pLLrmk+93f/d0wTdl58Xjqqac6M+u2bdvWdV2158LoqBXAwqKwf/9+u+eee2zDhg1D4Rs2bLA77rjjFZLq1YdHHnnE1qxZY2vXrrX3ve999oMf/MDMzB599FHbtWvXkH2XLVtm73jHOwb2veeee+zAgQNDcdasWWPr1q2rOkhwqGy7fft2m56etjPPPHMQ56yzzrLp6emyP+C2226zlStX2i/+4i/apZdeak899dTgWtl58ZidnTUzs+OPP97Mqj0XRkcRwMKi8L//+782Pz9vq1atGgpftWqV7dq16xWS6tWFM8880/7hH/7B/vVf/9U++9nP2q5du+zss8+2Z555ZmDDzL67du2ypUuX2mtf+9owTmEhDpVtd+3aZStXrlyQ/8qVK8v+/w/nnXee3XDDDXbLLbfYpz71Kbv77rvtXe96l+3bt8/Mys6LRdd1duWVV9rb3vY2W7dunZlVey6MjqlXWoDCqxMTExND513XLQgraJx33nmD41NPPdXWr19vv/ALv2Bf+tKXBg/KvxT7Vh30w6GwrYpf9n8RF1544eB43bp19uY3v9lOOukk+9rXvmYXXHBBmK7srHH55Zfbd77zHbv99tsXXKv2XHipqBXAwqKwYsUKm5ycXDAzfOqppxbMRAv9cOyxx9qpp55qjzzyyOBt4My+MzMztn//ftu9e3cYp7AQh8q2MzMz9uSTTy7I/+mnny77B1i9erWddNJJ9sgjj5hZ2XkxuOKKK+yrX/2q3XrrrXbCCScMwqs9F0ZFEcDCorB06VI744wzbOvWrUPhW7dutbPPPvsVkurVjX379tlDDz1kq1evtrVr19rMzMyQfffv32/btm0b2PeMM86wJUuWDMV54okn7P777686SHCobLt+/XqbnZ21u+66axDnzjvvtNnZ2bJ/gGeeecYef/xxW716tZmVnfug6zq7/PLL7aabbrJbbrnF1q5dO3S92nNhZLwir54UXtW48cYbuyVLlnSf+9znugcffLDbvHlzd+yxx3b/9V//9UqL9qrAVVdd1d12223dD37wg27Hjh3dxo0bu+XLlw/s94lPfKKbnp7ubrrppu6+++7r3v/+93erV6/u9uzZM8jjwx/+cHfCCSd0//7v/959+9vf7t71rnd1p512Wjc3N/dKqXVYYO/evd29997b3XvvvZ2ZdZ/+9Ke7e++9t/vhD3/Ydd2hs+25557b/cqv/Eq3ffv2bvv27d2pp57abdy48WXX95VCZue9e/d2V111VXfHHXd0jz76aHfrrbd269ev737u536u7LwI/NEf/VE3PT3d3Xbbbd0TTzwx+P34xz8exKn2XBgFRQALLwl/8zd/05100knd0qVLu9NPP32wNUGhjQsvvLBbvXp1t2TJkm7NmjXdBRdc0D3wwAOD6wcPHuyuueaabmZmplu2bFn39re/vbvvvvuG8njhhRe6yy+/vDv++OO7Y445ptu4cWP32GOPvdyqHHa49dZbOzNb8Lvkkku6rjt0tn3mmWe6iy++uFu+fHm3fPny7uKLL+527979Mmn5yiOz849//ONuw4YN3etf//puyZIl3Rve8IbukksuWWDDsnMOZV8z677whS8M4lR7LoyCia7rupd71bFQKBQKhUKh8MqhngEsFAqFQqFQGDMUASwUCoVCoVAYMxQBLBQKhUKhUBgzFAEsFAqFQqFQGDMUASwUCoVCoVAYMxQBLBQKhUKhUBgzFAEsFAqFQqFQGDMUASwUCoVCoVAYMxQBLBQKhUKhUBgzFAEsFAqFQqFQGDMUASwUCoVCoVAYMxQBLBQKhUKhUBgzFAEsFAqFQqFQGDMUASwUCoVCoVAYMxQBLBQKhUKhUBgzFAEsFAqFQqFQGDMUASwUCoVCoVAYMxQBLBQKhUKhUBgzFAEsFAqFQqFQGDMUASwUCoVCoVAYMxQBLBQKhUKhUBgzFAEsFAqFQqFQGDMUASwUCoVCoVAYMxQBLBQKhUKhUBgzFAEsFAqFQqFQGDMUASwUCoVCoVAYMxQBLBQKhUKhUBgzFAEsFAqFQqFQGDMUASwUCoVCoVAYMxQBLBQKhUKhUBgzFAEsFAqFQqFQGDP8/x6VBIw/CjDJAAAAAElFTkSuQmCC", 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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# -------INPUT-----------\n", "number_of_reflections = 8\n", "#------------------------\n", "\n", "if number_of_reflections%2 !=0:\n", " print('Because of inversion symmetry we need an even number')\n", "\n", "plt.figure()\n", "plt.imshow(np.log2(1+diff_pattern),cmap=\"gray\", vmin=np.max(np.log2(1+diff_pattern))*0.5)\n", "plt.scatter(Bragg_spots[:,0], Bragg_spots[:,1], c='green', alpha = 0.5)\n", "plt.scatter(Bragg_spots[:number_of_reflections,0], Bragg_spots[:number_of_reflections,1], c='red', alpha=0.5)\n", "new_center = np.average(Bragg_spots[:number_of_reflections,:2],axis=0)\n", "plt.scatter(new_center[0], new_center[1], color='red');\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Now we plot with the right scale" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "0aa835e93346426b9ba94abeae3001cb", "version_major": 2, "version_minor": 0 }, "image/png": 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a60vVleXVrV20Dzt6JgcVQeN2lROsbIaoCEce5zpbLwW55xPVxEGBj/c4VrfmZatOlqciZ+r5WIQj5mpbTXgY6prI/HysInWqXddfsP5M42sZ8+J1r26t85qlWYdb+gjb5+ufz03Ptcz5sw1+A95NolRbbnIzCOBmYxDAgbXBM/XWUh34STbl8Ng557HWDJi/e5l5+cFo1Y4jAm5mj/KqbR602R75JrQjM+6bqCwPOh31HJh7a9k9n6kILpbJc+xsoQiAIx58jhVxqHTnvGhzJg4MRSCqdl1/VP2b86l2UE4+rmTgfUduOS9PghSJU9eWI4aKwLlrxk2k1DXIeqsyfK20JloovyPRnK5eosBxDfs/XxuqXUVaMU9FwlJHvn5bpM1NClTEemCzMQjgwFrAAQ7f4FWEINPUVzJwMMSoIA6C+IIC1oUDmVryQTkbTldlUT838KrZtxrosz2MKOBvHsvop3LkjjCjnuisWAaUt0pr6cOEiJ0v51eRRWXrLOuckzoHKINylKr/Obi8FVlplWFysly+/klCV0bJU9kgoSY0jnyzXup4a59JRtVvVB2OqPA+249JKI8flc6qHT4HfOtXEValC44jbuFmRQiV7C1buoi1kk3ZqkU+BzYDgwAO3BbwbD/iuPPjAYq3mYjhwOmiEorQZRk32LZIED/nphxGNYijTbiMc+rKfgzlhBThZRKoCJ7TnetlkoAOkmVRurUIldKPf7kudpKqH1UESOmkcFL51DlWsjqZXf/mNCYk6jN9rb7I9Su9FXlVpC9Cv/SkbJj1OnKF5d2xBL6U4eTHvEnMcpKFdnMrAaAdHNFUfY5tjPsph3pkhuVWdapxjtFzbgYG2t+JGhhogB1EDlj5YXl2eki0six/No6dt1qnrOXclRNWeXO7RRazTiUr2kKlc7uKDCvikKiW+WB9+AF3RXrxOaiKHLOzcfVWZZS9VZoiO5V+XCb/Wc6KyDtCpmTjupkUKx2VbRyhQiiZXZ9pyafkUm1x3nx0AWVBMqIIpuqnfD0ovatrWb3lz8e5biavWJb1Yt2wTl7gXcnH5x9tw+fDPY6CZbn+6XQqJ2QqL9flru2Ei8QPbAZGBHBgbfCM10WF3GKzbrV9nsVOJseXSOGXRpTDrGbQanDGulkWFblIHbBu5YTdoK1k41s8jvSxjVEX55SUk0q4W0vKbsvl0duZTseeZ924v6h9d24ZyhZKftYl6+SH+BWZUDKqyY6Sr4quqvbZPiiDevFJ2VrlZT2UnKq+qg+rZ9Z4YsjpSqZWlIqJqCKICV5IXk0OeXuxWByb6LXAbaS9cW1FzKvadc9zqvKcD6/dyrbYz3r0GrhzMQjgwG2BctI8cOZx90wf/zrnUs18VZpzSJimyGelY+qBM3zME3F8CQd3u8YRUqWrsgOTESYO2bbK40iGc9gR9UP/TMxUBCbJKTsg5/D4paI8rhwll2U7O4d3kj7l+innVURQ7bvnNSvZuA1FON2kB48rAum2XR1Vmpr8ZTqPGaovsIyOuKnrF5+vxTZzu7qr4Eiig+uLnOauJ26Dz3lrqSJlO7Y5H3fEf2BzMAjgwFrAgVa9lceD1HK5XL0FjNGOagDEgbyaFWdeBUcClVPibZSPSawaeBeLRdNpcRl+g5kjAezMFWlQ5IuJNhJWjESp9tTSF0pfjBSpaAcTJqU/ys8vCbWIFsvmyICD6kNqQsNtcZtMNlBmR9qVTRWZc4SocuKqfqWHqksRtFZbWEaR4Kp9bqPn1isec0RUEVyUlV9cw3Eq+7IbEyr9WSa8plgObj/BdxsqQs/XguqbmM9dUwObhUEAB9YCDyg5cKo3dtUsO+uoBikEDlxqEMTlUNKRJ+HEOvjFEh6Q+fZv/uZ2kjx8mxd1QT1YF+doWUbnnNFeioRlnpQP7cURSyaBCX5bmZ0TOyUkm8ppMsl0555tUREYtIsrp9LVNqP32ShHxlgutEtFkNR5Vvo6/TCfI26uTSZHeF5ZFszHkwdVR9bP7SmSxLLir9NPXV98PfBYhBEyNVHNPAkVMaxkZvtyGk+WnI6tPlsRbHXcjSsDm4dBAAfWBjoBvrXXeu5IDaBqUMZjyrHhDBtJHzsxHnDVzDvbzuiAIoI9pJb3lTNDOymnq/RGGVrLQaDzVv8cEWTH6OzszlWWxciK+nVRjZN81s+RLEduWH6+tcxrKTri6cgvEh9lOxf9UXU7/VW/ULZt1atsra4tRxBUH26RIXcNKKR8qi3XdxyBUhMbvHYyPevn86jOcWUH3Hdv4PJ5c3biPoN5uE2+Hrg9PMYTtYHNxCCAA2uBb4XmAsc8uPFA7OActXJOWSc67xzgqudfcNBTS2ioX5TPRUpw4K2eeWJHqOziyIgjtOgoeC1BfOM3Io6QY44IZjrqpAh3JRc6PtTPOW4+P+qX8yhnp76SwPLxPr8A44iZc9aqn7Atsm7nxFEn90INl1X24NvMyk48iXFEgdP4vKHN0K6qvzh7OrKoJjrq3LFdeq53lKknAsg6qRcnHIlieZRenO7k5Xr4/DmCpyYqAwOJQQAH1oKLQKloEj7npmbTWVYNcIrQ4aCnnCsTGeco3ODuHJFy8MoJ9M7alVxM9CpHjW0huUOCh28Fq9vCrCM7W36T0umXZdVi34zq/CvCxeSEzzHnYXLC0ZiK0KrybCNHliqip/RQMilSruzB1xbnyTbUIwpKpor8KihSpvTD41XksZJJjQ18t8GRLK7PEWOUmXVUuip7VPrwcSWTIriso9OVxxM37vH4OrCZGARw4LaABzde6BQHLZ55qwgYk56KSHHkRr2l6hygIrDYnlrzzzkSZQsEk5EqL8rKDh/TK8KA/9PpVJJCzIO3xzgKopyKIkGcH2+zKv0Ueohapa+KhKV8vUSU83O5aokUNTlw0e+eN0B5W/UrtIEiGVWfVPWrft5DBDG/m6xU5Ivr42NukqLyOoLu8mQ+RwDddtVXK6JY6ZZ1qXFFLRXTItEVwR/YXAwCOLAW+BaqetBfRY94oFSfxsp99RF2zMeEUkVj3ADoBuLKKSndsH1uu4o4KEepyA3qoWb7XI5fAMnjuagsH886kQS62+MJ91IH27wiDqwj2kjpr0gnk3iUS0XxFCFkss06VQSWCYl7a531dFBlnT2V3K4fKThiiPX0kIaKhKmJEx5zbSiCp+RU9uLzmH09Qi8k7srhtiNmTn53zF1faCu+Fty5R3Bf4EdI0I7qkYSBzcMggANrgQd4HFwwvXJU1UCEz/Zh2mQykQOcIiJYJuJo1I+XrlHRKvdsWf6rN4qxTpSPiZsa4N2sn/XkY2xXbm86na7+kQAqp6McBr7YoUitAp8XlFERAtbb7XMdEcffyGU5ld0V+WY4Esdtq4kK6lelK5kdAcR6HLlQfZUnJ66ukxIDJsrcnyJ0pNORRS7D15XSkeXma4qvfSWDugZU3er6cGON6meOdCuSWS35w/arSF0viRzYLAwCOLA23O2tJGk4CDJBxLzsQLhuJj75FZDM1xrMcIDm6JiLNqAOFfnK4/zyBsueUKTHtaEchiKFaEeUYTqdxmw2i62trdU23hJOuTEygcQb9WIn1dIH7aS+e4plXDrqVTk4rEOR/eocI7DvufPGkw91vtS5YX2crpV+jiSq8pnPTRJ69h3JZN2YmKkIsSL1TJCqtUGdXVvEpyJbrfQqL7bD23ncfQEJ62nZW+XtKcd9j23GS2QNbBYGARxYC0jqeIDGX4za8YxZDY5ukMPj+e++uIHOXz0D6AZanslzuiNkSKZc1MERBazfyYTHVbRLOTqUIYlfkkDMm6QPoZbGwPYUoUL78HlQz1s63ZXD5giWehaK7dEijLiP5K7XuXNZ52g5jyLt7ppwS4EoEpj1VMSzIqmsj7ObIxeK6Lk6lB7qOso8rC/uq/6p2nDfFeZ9ZROVh/O6fqHaU3rzMSSfasxQExKWCa8X7ud8zQ9sFgYBHFgbPADzAMVRwEzHgVo5PKwb83B+dhIZreJnsVqzcPdCiEtTdeFgm8CII8qsyIub7XMb/Nua7ecv3wKuzhW3h21VtuHz0Uv2uf6Wjo7kcDlFUBQUiUS9lPzY9xXJaBExrl/lS/Cza6pvKFKobFL98jbqxsTEkRalI+dTXw5CwqPOKcqqPiWo9rGf8rWZ6U5/1lPZoRpXXBu5jysjuD6g6mLi2LtIdUQc+Xa6u3szsBkYBHBgLfTcWlLkajabHdlX5dVzb9PpVN4iwsEw//nzatxGNciqz5GpfUcS0nHgLRYmTOrWspKximY4wsakF3/xJZDUFd/Qxnqq6INyMOwU+ZhL47eFXd0V8WuRwJMSFJVHEXw+n6pdrledM3celT4tsuDOgYIjMqirspMif5VMLLt6xk/pxfK0+kBFjirbVOQ24vgdAZSNdWMi7tKxbpYF9VGy8rZqk/ti/qvHcAY2D4MADqwNF0nAGbdamgOfNcv8lYPlAVblcXVgeedEVB2OIKg68Xjqy29Aow0wAqIWfnYEpYoEKbKI9Sn5mRQpKMeHZdQ3gKvyilTwM2OK8HGdvF2lcb90eiEpVQ6bbYZlWQYlkyN/fEu70sk929hDGFknJa8jOWwjrq8iz5UNqjacvau+kXbhSVclV4T+BrHrP0w2FXlVkxrWTS3+jeMXt6fyVgQ360ril79sl4HNwyCAA2uBZ/OZpkgYDkrqO5g8w1ekCdPwJRCUgevlN4mV4+MohHLQ2A5/K5jrWi6XMZvNpA6ZR73gktvsXJwNlDPnfEm00SnyP3/43p1nlteRD0eO2O6ubtRBLa2j6sLt3pceVNsIfnyBzxNvc71M7lVZJgTqF+VztlT9getv6e+IsWtXTVT4+m3ZOOLo+OFuZyrbqPPCbfFx7reJ3khhyot1qfHDkVxM5+dsUQ7VLxCVXXFcxuPu8ZqBzcQggANrIQcVNeC7h4xVhAEdrSKNigQxHPHjY61y6jgTUy6rZvbOAXDdnF85a0V00G6YT5HBiNccS36qL+LoW655bLFYHCGEWU45ugpJfPicMSF25E85sCzvJhVKb0cQUR++dctkRp1TRSDU81RuMsHtKSLP9bd0VjqqclVfU+A+5giUa9cdR3kwGs7nV60RqsYQRwJ70TM+qGWpWpMb7tN8baiXzXonYpye/ZnHCDU2VBO+gc3AIIADawOdNTozJH+87AqmK4eiBtIEEhiGWuIF66huLTvn6cghpyuyksdy2RW2lYtaqnac7dSSNkwuMgqYRC9thY5gsVisyF6eO/WgvfseqiKuLk9FIDIdHaSyg2uPSYSSh8lctuMih6p/MiFtEaPKPi6/IwMtgohlqgf9FQlVOpxUVhcFy2NYTq2fqNbtZHkZTn4+Z1iX6seuXpalBXVtKz3U3ROUj+2oiG/E8e+H4zXEY1tlx4HNwSCAA2tDDeKVA8g8+BtxdBaL+dRs373Jx9EwdgoqKpW/6pgafFFm9xYfyslOCevCNpWTYGLCDpvbYx1QTo4Ash7uNrFrj23vzgMTZGeLloPjCAbbg/XmbUXekASrpYJYXpaLHbwiGc5m3Ldw3znvHmLJUSdlV2U3db1WE6Hsm1hWnQcsz7bk61Ndv6ptZ0tuh/NVtuN6WG4e5xS477rrRl0zjigrcqhkU5MX1Y/wXA0CuNkYBHBgLaQT5UieeuaOBxt+/qWa8arn5dhh4mwaI4Gt9edU5Ia/AYxyKiflBlM1K0dZmBypfOyge5axUI41ZckIICJv/WJeRQCdg0Q50K7uuJLdTQpyX92KxLJcR7WcEOvGUMTUEXmlB/eHihjiNr/g4wiwk1eV4zoqVCRQtdF61pLTVB9S7alrn88Tl1PnWBFNRb4YlZyKrKrrv4eE8vqoDDVeOFKPZfi2r8o/yN/AIIADa0ENLkyKKmfkHGHCkRt+ziXi+JcbeMDmKJrSJeL4kgyZxi8jMCmqiJCzE9avSJBzaEru3EY9ctmc/E3y55wZnzc+zrd/KyeiCAySdEUmHVlR+quIHac5EqjIrXoWyzna6nygjspmFVFhG7SeK6z6g2qDj6lz6Yg41lGRHXd9VdcBX3NM+h0JVe1xO5lH5eMyDjiGtIieIqYKSPzcWFlBjaXVLWpV/yCBm41BAAfWAjoEdYsPSZkjilgPpqdjwOfn3IKpKmJQRQGyvXQ8SZCYmPAizgiuT+mFx9StXLYl1690xOO99SG5STnUkheK/HG6AuuubMC68LlXZNGRQf6t/hVRRGeYt79zgVxHKBRpbRGwavKDaSqPIjIRx9fH5LaVfK1n1xwBdTqyDlUES02IXHlFtCu93FigdFDXacTxCR/2R+7Xqj1+e1iNBW6ff/F49Wwg/qpnnnlfjU1sv4HNwyCAA2vBDfoItSCzmtG3ZuQ4iLfWQXOOlp1AEiGO/lTRjkQShh4nge2m7LyMjbIjk6PK0Si7MQF15IaXtWHbqjLKkTiy4PTj8pjOxIjJLpMbJn289hm3h7f5cYFxR+AdKVJ9pbIHpvEbyFUfxvIVoeF+o+pQ6dzP3DlRhIfrcPriPpJwnpSpPqbaaF0PFeFS59XZpyWP0l3ZyE3qlM1a5Iz7tGpT9VO1zM7AZmIQwIG10EP2Mp974L6qN6N/6nNqCXfrt5KT61DtK4eShNHN1F1kDeVSs3G2C5dnZ4Xt5X71PBaW4zUY3fOOjvwpnVgu5whVfY7oqPqZ/GAakz8kgOpN6fl8vmpHrRXpiK5aGxBldaSih7CzHSoy6M73SQiSIrZOfs6vyFtrYleRpNyvovz8RribhHD/cES4qkfZB+XgPuKuAdXHW2OV09/lV9cIIutzY9PAZmIQwIG1wATIDdboINIZV6vkqxkzk54EOn4ePPn2LbejBn4enFEXJk+qDmyD5cQ8nJ71K4KBs3ckM0j8mASiHhh1xPqZOOevI4Ctz2EpnbAuR0rdMQd+WYLJX+7zt48zv1p6ROmN/Vs55YrMVOcf0xxBcesdujRFjl0ZvP7UtVfZn/uOkwPzVnqosYPLVuRO1cHLLCn51WTF2cvd4o44fgsY5WxB1av6JsvZc6044o3nu/VW88CdjUEAB9YGk7McXPC2mnqJwjkQHhAVYckySEjwI+fZTtbHTs0RJSybdfPbyi5C4Rw+24jBxE3ZiG3H0dDKUeKAz7I7AuycZMuBqwmBI9sctahs4iYZuI2Rv62trRX5m81mKxKYdaPjy0ggL4PT0t+R6B7yqvqksoWzD9tA1ZfHHRHAaLUri1D6qvo5f49NFNFxsrfIME+g+Fy2rkt1PWE5N8lTRNC1l7+tF4SwPT7P6jrg9lAn3O4hpwN3PgYBHFgL7PRxkFWfNIrQn1xSA5siZlj/ZDJZOXaug9tkQpH5+La0IgBcVkXBlFN0ztDl4bxYt7I5H6sIKOZxjiqP43l0URJFenoIJBMVRRIqYogEHPtL/ifx29raitlsFrPZLLa3t2M2mx2JguLtX6yLF8Lm/tYiek4vJF1sP3Wu3fOOalKgyDT2ZzdhwXYqtAhDtcxSHnfXCu+7a53lVpOKhPpyiGrX1eP6norM9ZDhFtly17AaEzO/I39YDuXm/jswEDEI4MBtQjWwuIEYByUkWjwo81pZuJ3H+favGhiVPPwQPraHeXkwV7Jjm3zrOUkFpquIqHPqyo6ItF3P7J9tycccaVPOmeVXbbl9hYpUOSemXvbIyN/Ozk5sb2/Hzs7Oqiyug5jnbj6fr2zoJi5qH+VTJAbrY3txVLNFgJ3T50cCXF51flrkTcFdp64vKQKpric1GeD8uK/6Q9WnVX5Hitx5R52Unlgmov6MHrbjFnBn8KMPPRMURUQHERyIGARwYE2ws8OBhyNz6HB44FVvQ+Yt5BzcmOhxVCXL4S+mu6hM6oEyZntq8GQnxb9czs3SFdF0jqBysthWK+LD9aEeLjqi8veUd3Wq+qu0Sg8skyQQbwEjCUQylm9+Y96I1xbErp4bQx3Q6VaOu0VqI473YUcAFZFUMjrSw/2StysdFPHG/lbVo16OQtnctYnlFEFU5FqR5pYuLeKprjVVP1+frUlTpqtHUnomAj0yOLTO+cCdj0EAB9ZCOl33fVjcVk6JZ8f8DVCMbuAzWjlgcuRP3dLCaAG2xcdVOfxVemF9Sl/WGY9hXkUAnCNTdVcyK+fvIiJKj8yrlsphuyjbtrYdcaj04luk1RuxeFs40/i4IuRKH6y/RXocSXBycj9x/ceVV3qnHI74oe1Yz2p9Oye/k0+RN2cj1b95YoNpXI63FVTfb+XNel0ZdX1xOuuKunBbfP7UJMyNUVwvAq/ngc3GIIADtwU4OPNAx4QPBy4kj+6tR1wMmgfIKhqjnE2mOdLKefG5sdxX5FXpjWmujczP2y6Ny3Pk1OWr6mAZFElQMilHplA5r8qBOeCkAM+HqiOJHfY958QdqUb5nPyqrzkyrGyJemGaso/b5vyqrIpCqT7B12OEf7Yuy6gXdbBNRepQFlxCis+Re3Nd6V0RQ7YBllXjE+uIbfA2gycJbrKGtqneKK6uFdUf3USMJ3gDm4tBAAfWQmvGzQM2D9TuE2hZZ6a5RXpZDjyet/XwmHpZheVVxIsJUcRrTgm/oVuRAYYiWYpAVPZl56McJ9fHg7+K/jjCpmTMtExXUTRlh5ZTVOs+KoLkSH7e4l0sFjGfz1fR5HwBhL91zO2nPdXtfBVBqepRZEcRmRY5UHZ1ZdQzqEoWJbMjaepWb6V3Hldy9JJCJTOSJfd2uJKpRXYcIVb5eo6r/s7A69yNhdXXiFR7PHao9qqJ0MDmYBDAgbWgBniOBrqBtXLiPAjmAJnH1MPQ7ChVJIDbxvIReimHPMZvCbt63O1Ip7tyYi7S1KqrZWtGRUQdCWQSoIheRTRcNEPpqrZRp8rRJQE8ODg4YuckhUneKyeIzhJtwrKzfTiPInwRep1Kp7/SXbWj8nCf5chU5lHXVAXs845QV/0S7aVemKnszY8BqHrdteH6unr+U9WlJj98jGVrkf2csLZINcuDZVqkr5V3YLMwCODAbYGbxUccJRJ4SzUHT3zpgvO6gbZyVC0yifWpdbgc0GlyXRwNckRQOSBH2FQ6rqfIuvEgXzlIR1hwX+VR0RZHiDkfoyKSjsjg7V/1j/UuFotVGkaLFovFKkLoIoHOXopQqLxsS3dckdgW8avqwXS+Pe4IPcqprgWc9FTXh3vRw00yFCl117Uj24zqOuI1Dx1Zc7ZptYVpWaZa1Fmde6dDdd5PSv4G8RtIDAI4sBZwMFWzYSYoEcffdFVOgCMUSNh4UFdORj3wjzJXM3WUkXVRTpfrUaSpIgWK7KUO3IZyiNweOv7Wc1kI1NEdx3qc83YE0kVGKwLvZFRA2dPxZpSP13FEUoP//NY5HlO2czq4NEdw+Bhvq3PDfQF/uf+rPloRKaUrR/YrwlaRN2Ub7Kuun2E77ji3k9tVZLEq744xOUadevs1n1tVpkd/dz24c+DSBzYPgwAOrA1eaLSaobrBC9OZOOStEX6+jGfQ7IxUmnKG2Y6KWCT4WTlVj9O/NWirQVgRSZW3kpnlVQ7fkVMV8UHi7PRS7XE5BhJd1pPPsbKHc7TL5XJFADEayNEZRwYrgqQIgJIPbcyysl5pC95WtlFkr8rL59WBda6ILeujln3K9GpJJSVXDzGpxhBOd9eGkqnqT6ovc99URDDzqeM9YwHWj3U5OXPfXXst4j+wGRgEcGBtuLd3eUDKNdYq8pT5kXBVA2bmYUKYjlEN1CclV5nO39HF8opocj3YjhrI+VcRBFWncyQuyqEiNwh1Gw+32aE4Epr5OPLXcsjKYaqH4Fkn53hz4WdFhLAN/MfoHy+XwfWo/sSyVkSvcuau7yLp4n6PdfD5wIh5RYCUHhXZr3RHWVQ/dNdH/vKt5er6cWiRT9x2y+Ko69Hpqsa3iONLuzhZ+Rwo2yqbcns9NhnYXAwCOHDboAY1N3DjcVzixQ2cFamq8mFaNeCp+pmEusVauZ6Trr+m7ONm+lWkguWo0tjOTKBUXkfAFElxxLZlE7ZDte/Iolu/Dv+VjZj8KbBjdsTMnRvuG0wMHJnnfUX8OGLobI86qLfrUVdH8hXZVkTQ2VGVZdLHdlNjA44v7gUOPv/cbusa5UmD0rEat5Qt3BjVmgioupyuqh5uc6wFuNkYBHBgLbScQQ7SfGurIlUqYpTLeFQzYUxX5BDbqIgVQ73VzPpXpALzItytc3W7WZEApxfLpuyp9lk+RwQ5ryrvyilg/3EElMmxW+ZE2Yxv9TqZsCx/C9jp7Ryze4GJSSsfc9vYBhK+tENOorgsyqr+lf3U+awWXEa98tyo66wi/A4VoVb9paor9UCCpL7G04KyW7XaQFU/j52sX/6qNiuCp8qqa2pgs9H+EvjAdzX+6l/9q/GH/tAfitOnT8f58+e7yiyXy/ipn/qpePjhh+PUqVPxQz/0Q/HFL37xltp35Es5D34rkZ/9coM5OgH1vBiC145DnVtEpNKR63eRkMpZO/LA8mKdioC4CAHW4xwiRreU3BVx67Vniwy3SBUTQoxssaOtXujIPMq+rENu55vBlc4qqsNyK9tUBK1FBPk/yR9+5WQ6ncb29rb8n81msb29HdPpdJUf/7l+J7MirU4HVQfnVSTayaFIrRt7uE+59nk5KXUdKNl67Ob+nb0UcXTk0dWj+rj6HeRvIGIQwDc89vf348/+2T8b/8F/8B90l/mv/qv/Kv76X//r8bM/+7PxT/7JP4kHH3ww/sSf+BNx9erVW5KBBx83aPEyL/xgOP8rJ8IOOAdO9TYwD6CKcGL9vJ9t4XpxLrLBx6rbu9weR5smk8mxW+cJRe4cYVBOLB2XAz/jiDKws8S8rYVqW5E3pwvbxRE65eh4iRdFClx5JwPmz/rVEkCouzpWEbteQsEkLr99nGRPkb/ZbLYigao9R2565FBEp0WCsBxfnyo61qoLofJxne5awOu6Gif4HHO7aikmla50bU3+ENU1VPXHgc3GuAX8BsdP//RPR0TE//Q//U9d+ZfLZfzMz/xM/OW//Jfj3/w3/82IiPhbf+tvxcWLF+N//V//1/j3//1//0Tto+OsHnDmgUjdVlWDrnquBwfNirCoQZDlcAM8EwF+riwfTFcEgwdcfM7KrfaPTsMtQaN0U3ap1v9TBIqPo45MbpWeyslwO05etDfryJFAJNxKJyaEaAdFFrE89wnWT+1zutKzOsb6Kp2UzTjqx+QPiRSudZgLY7Pe+HITT6ZaJAFtz/KqW8G5zedEXXOO7Kj2WYaKwLkJlOrjarxAuHNanVvuy0pmhrNf1X7Pddtj44E7FyMCuGF48skn49lnn42Pf/zjq7Td3d34I3/kj8TnPvc5W+7mzZtx5cqVI/8RR5+BUZGUCH97C6EiXvj9XTco5q96AJ7z8j/XoUgWkiocQFUkh2XJvEwcFYnJvEwQnc7KBkqflAd/sf4WwTsJCcB9rKtyhioPH2M5VD9Tx9OercWe0aE6guhkRxmrPtXq/+4cKDkx4pe3fXd3d2N3dzf29vbi1KlTcfr06djb24vd3d1V9I9v+bZ+ub2qr/N1ourha8Ndo+q4u35VBK+3v6l+pNrgdJ6YtK4z1x/UpInPM48dqBMTOgccc1p5BzYLgwBuGJ599tmIiLh48eKR9IsXL66OKXz605+Oc+fOrf4feeSRiNAfsHdQS7sggcR8OLgxKVJkrIekuIidcsouqoSDP5NO92ICOz6Es1kVdcB0jti58uocVY7ORUPY6eA+68KTAsynzp+q3zlJZRfuC+r5QEeAEa4/V4RFnXcVgXK6taCIGN/63d3djVOnTsVdd90Vd911V5w6deoICXTPzypSh20pWdw/24Lbc/3EXQdVWzweuOf53PWp6nMTzV791LlWE6KKaLr2+RpRcruxrKp/YHMxCOB3IX7qp36qOfD903/6T9dqwxEeh5/8yZ+My5cvr/6ffvrpY+V5gMp2mDQxaVD71WyaCU3lAPI/IyAsmyNm6vZnVQ/aIMs7clWlYz1MZvBXkRa2i4tkqTY5j9LPORqniyJcyvmrvtdyik43tp2KHrp8VRtsX66jRz53ffGEiPtc9e9I4N7eXuzt7cXOzs6R6B/Loq4X3G9F9CoZ3TFsF+VplVdw+d0xJVM1QcLzo+ySUM8fZrrTwY0jPC7xdaf0d5NPhromBzYX4xnA70L8hb/wF+LP/bk/V+Z561vfekt1P/jggxHxWiTwoYceWqU/99xzx6KCiLzFxMjBEQkTDqyZJ7/EwAMlD6wZqVMDIJOkasbP5TB9Op02Z8WsR8/ginW1ojuKNLWibhFHbwO5W82qbE+0iR1etqH057YV+c86e6IT2LaytXN86pjT101Q+Di2iX0Y+0KV18nr4PoZtut0V3Ul2cvz1Hpb1ZFktplaM471ro5xX1QEi+3BZVUbKCeCzxXK5PqAk1GV7bmGe/oK64PXUyVjyqnGXLWNdQ8MRAwC+F2JCxcuxIULF35f6n7b294WDz74YHzmM5+J7//+74+I194k/pVf+ZX4L//L//KW6sxPtbmBTT1gHvH6ixVq9soDLTouJofsBLCsivDh8Wogxvz8Ww3iWIciNC3Sodpu6YHtofyKOHPdTHS4DVUPtlnpjzr1ENzKobs2lGxIUllPp2tLD0eQWBZVtlWvIrRMtBEsQ77gMZ/PYz6fx3Q6XT3/iM9Bcvv4ghLK4vqB0pX7easOfqZXkSRlJ/cssJKB03j5I/eWvWpX9bFq4qLsktuqT6rrT8nkbN66th16rq+BOxuDAL7B8dRTT8WlS5fiqaeeisViEb/5m78ZERHveMc74q677oqIiPe85z3x6U9/Oj7xiU/EZDKJn/iJn4i/9tf+Wrzzne+Md77znfHX/tpfi9OnT8ef//N/fi1ZWjN5dtJIHJ3TUwM+L6AcoZ9FrAZ257izXvWFATcoYx6UW+nPQIegHCPX5/RRBAK3W4TI2c5FIlgnpz/uc3oPYUW0IihsQ1U3529NBBAsUy9JdfU44pp6tOyQxA/J3/7+fkS8dm0tFos4ODiI+Xxeft1Eyeds564d1V8U0VJ9xMnWmmyo/uX6hpuEVrrkb2uxaFVGyYjbOKa4MbPVt1r2Yf1a18PA5mEQwDc4/ov/4r+Iv/W3/tZqP6N6/+gf/aP4oR/6oYiIePzxx+Py5curPP/xf/wfx/Xr1+M//A//w3jppZfiIx/5SPzDf/gP4+677z5x+/xWq5qZqllqkpH8zdu+vHRHrlemBsnJxD8rw3md46nIYObNJV9Yp97lMhQ5c86fCZWLDrBNefBXt4edA3AEteXY8Fy3IkTsCCsyxvbpIfRYr3O6zp4sRw8U+VAyVuTIyYX5HZHObSSABwcHERExn89X/WexWKzI4WKxkGSrN5qlyii7oD5Odi5TEUklpyKXbmLB12dvJDF/c6LqCBuXdzJXaaoe1Y4juKpN1a8quwxsHibL0QMGbgFXrlyJc+fOxf33339smYFW5AIHeSyrSAO/HYz1c9Qvn+3DY8rR8osULLMjBoooKuLDdWN6kkkmulwv2iCJcJZX+vMbyVhXywm3SLNyzpzOemIav/jD7VROlPVkW3JdXG+L3FfEWOnqbMh1Kn0qUuvkT/3VUi24FAyuB4ifhUvCl+QvySIvj4PXBurJOvNn9SqipsryNceLaDO5c7bk688RI5ST/1G2lK+6VqprqYdQ9bpaN1FRY2rVL3mCy/Jlv/jCF74Qly9fjrNnz3bJN3DnYEQAB9ZCOiMepPD5PkUOFJiIMYlwZTEtSWCSS1WGB3FFUJjQIpLEqbqwLJMWlItJAf+y7pWjVXpWJJDLs24VsXW2cWSb9ysHyr8t2zJRZjmdY2wROWVnJWtLDzXBcAQQ86FO7lrBMkmsJpPJ6mUrLJvy8zJITIbUSx7KNorEsx3YNmoCURFwN1bgtVFF8rgelkf1E7emIMpZ9QNMw3GwkkXZTuleEVOXhuMU16Oux4HNwyCAA2tBDSgq0sFlFDHhQcnVM5lMjj0/yE61eoaKyRiSGUXcnK48gGN7+Bam0w3zcVtqQFfOUC0/4ezniCDXzzKxrRBKR6zLkThu0zlajvK1bOLSWAZs05Vxx1qRHNd/nDzqvPbkZ/I3megvzSDhUmsjok6YXhG7lq5qAuHSnL7u2sJ+WhEsR9pYL0fCOCLYGkvwHChdHdln+ygirOyi0rBdN6bh8YHNxiCAA2shnUpu86yeB7UkLUgoHPHIX7XNqPLw4IqEhuGimY6sYp3KsShirMqzHhXcYK7IEqYrJ6zA5zAibB0tEoV52CGpBYCxrnSmSObVpKBypBxtqmyg+l5FxCvSgTpw+5XtVBlVP7+YgP/uXDHxYwLY6ht8TTsZWR81LrSid8pWyka4pBPLxbJwOh5TeqjnaLlPqb6G8rmoas/EwOVlWyodWhObQf4GIgYBHLgNcDNoBkaKmPixQ1Nkxj3zxc9FoTwuKqVkVrpweby1rZaScJETRZxUdBAdZgV8dlK9Aa0Ih9In4vUXcDCNt5kMsvNzOqpfVSeWUcRLOVcFJZOSLfO2HHFLZtdfeL93GR/VR9V5YMKvCEolO29ztCvT3Tmq0lleRUpadke451srubBvY14V3cb8ykaKlLcmhK32WhMLfgmMZcX28FvO1QSE5XR2HNgcDAI4sBZwsOGHjnFwUc+iZD4ewNCRpfN0ZEKRP+ckkFwpJ+YcG5MaHoB58EfnrEigI5+YxsvD4HHnPNytWDwf1TIpzqlWDl+BHaMiFxz9daSZ7alkdYRCETxFsKvIierLigCodpQtVBlF+jgP9ltHbrgNZ5ME3z6tJh4twqLIDV9vSiYmOM6mOC7gP8uW/Q3L8TO7buKG8jj9HflTx3isccScdeB+oHStCKkb23i/55nPgTsbgwAOrA187ogJB5I7BDs9/FKIcvpM7PhtWEzP7Rx0HdFgedWMmwfTivwp3fiXnZVb6JflwdvmFfFQaa19JeOtlME0lJXth7qhrurc8Xnnc6OIGdfvSLcjHUofpbOrz9msZcNW3qotBXUeMx3tdBLi5/b52UPVviLdyl5s/0zHa16R5dSDI9RVFLDSV51jla6ux+oYy4ATXdd/uTzWieSWxzsldyIXCx/YXAwCOLAWmKS4B6fzpQ2GG9xV3Zwvl72oXvjI5S6wPiYK/MuzY4xWqUVhccBVURm2VZZ15IXrV28BK1KLt6fZvlzGOQmWl+voqYfJnyNVlQyOGHMfcXZUfbDlUNGBquOYh+uu6uXynKciNVhvbjP5Pem5ZNLHkSosU9XL147aVue+In9sjwSuEZrXPdtguTz6PDI+u+vebndwZMoRrFa/YNLZ6iuKBLvxi28zK1nUtZe2HNhcDAI4sBZw1q2+0OFm+Fg+09SsH4/xmoC4FlqWSaKJxE85PSUDItviOhQZw8G5tVyNiiqws1EDNpdXvz0EQhGkyu4VwWHHlHkU+ULdKh0UHEHiulpOVZFmtgvLzeXceWrJ79qsZMz9SiZle/zlvl1dl5ifiYGKTLFM3KZqi/VnMshEJ9PU+odICpPs4S/Ln+l8DSr5sv3FYnFET9fP3Cf1uE62p6rTjVFuTOmB6xe95QfuTAwCOLAW1C1JtwyCGuwPDw+PfO1DOZQEOgZ+5o8dQhK1XPQ2B3KEikRExLHb1orQ8oDP5I4jBTjwqrrRyXG9+MvbbGP8ZWdeOZaKHGE+bq9FgE5COB25YNu2iGJPvpaMrt7KQVfHVZtKvxaRRrhrzMmj9pWuikA5OVxUS5HRlvyqDUX4t7a2YjabxXQ6jdlsdoTc5WfvquuRCRBPDlE+d1sW6822qv6jxj5lD37eV9mhIoPqHKi61BqBA5uHQQAH1oZyRLyNb5oi1MsSWC8Orkj8mETwG8BYP8qAv9gGyqtm8wxFTll33FdycaRDtVHVoQgEH8d09QII1+V0zLqcE3VksBUJcboqHRRRSqTzZKKmnGKr3YrYqgmJOobtVzq5W3AVUajIINtdER2WX0XtFFmpImaVjVX9aoLkrgN+PCS/drK9vR3b29ura3Y+n8dkMpGTPl7/EF9Yc/Z08iBafdv1N7atOj+K9FUy49iFZZj8Zt4e/QbubAwCOLAWcJacAxDPviP0gr48qGGdCS6nBjAmiDxjxwgbtsm3d7AMQh13gzDeYqrWY6vWIFTEj/WuSKMjSQ5MfhwZUsS+h1CpulzeyvEyoXLllV5KVoXq3Lf6AZ/Tlv1d3VlXS17X/6r1FXFbnWckDBWBcFAET0XXKtLFkStFHiNiFQFUy0jN5/MjRK91TTt7tPRUBC7HmopkqvODzykq+6jzqsZZPgduMjAI4MAggAO3BdULIEz4MI2fG8R9tf4X16322ZkpWZfL5ZG34PCBcf51zxM5otYiP0xcqwFaET9HstBmCiyzak8RcnbiThf8VfZxMrs8fN7dMj89jqxy5u58VahkYPLW6rsnkQvBfU1F8VS+POYmXaoNnqzhP9aX1wvndRMG1Q6n4SMZrm18NtAtko1tVLdA3fhRkTn1HeGK5KIt+Dxxv3fjgCLK6hpnuaq+ObBZGARwYG3wIKMGcje7ZeeSaW4Q4wGL175zTkLtK1mx/cyvZFfROiUnllPHcL+ltyNL7DDwmNuvIgDKabjFn1V0ppKV5VFkkmVw+rm8qo+hjD1oOW+ul0mAI1ysUw9RUDKpfqvKuokQR4bUcW6b1/lkG6i2nayKWFXtp4z5ctdisYj5fB6z2exYnqyzRQKx7Z5z0EPqq/PCwLxqHVRVrxovlVxIwsezfgMOgwAOrAUeUJUz4XT85eVCIl4f7NRq+FhX1a4ifxzlU2TQ1Y/HGa3nidBOynE4PSuChI6C62XnoBxyOgbXtpI/Qke3FJFFfSuH6NpUafzsZ0vfqnw1aXFyV+Qu63f18XEle4tUVOSawX3bHVfpjjA7UuvSlA1akwi2vbrul8vligAeHBwcIeAtvdmWjhC6MYxt4Ehuyw4Jfm7Vbauy3JaSverDgxgODAI4cNvAM+0I/TC6y68GWHxLOOtLR47Ei1/cwIe++a1kjNSoqAYvbI15sQ2OAvJzP6wvEwwmLW7AVySP05W8ihiyHAh+xkhFSdjRKALLbfOvIrksB7bLNmcbuH1HTvGXX05S9lIyq4kBkxXluNGGqH/PREOlV6Skh5y1SJ7Sq5LNESp1zBGm6trB636xWBwhgHnMLQXTQ8q4TzsZq311nbl+xddJNVF07aL+W1tbq0X1EYpIc70Dm4dBAAfWAi69EnH8IXQ1q3eDjlp7jG/xcnru46CG+zxQ5r6LBqrBF50CQq17qAb0rKOqn+2iCFRuVy+LOKLD7bAzdnDkrIe0smPiMop49eiC9bGs3N+UM8ZttW6jIgRYpyNr7vwhWg5eEUQmeaw3k3PVJrfjiF+LiFaEzsmHaWoi4cYDR97zGBIdPDd5i5jf/FVjgiOkPCY4OSvZHblTfYD7oepXjhAn3At4rOfAQGIQwIG1gJEgNUiqZV6UY8561DpYjkxiNCDidfLJ0b8sq9YnVC94qG0lE8qShMTdIsVb3agT1oX2wmOYju0wWXL7aDvlVNW3UVF21pkJnYOSK6HsoWyDL34wEa/sVtWpdMQ2MF2dD1evat+lKQLo6sRjyu6OKPXKqMhED2FoEUSH3nbcuMJED2XJa3yxWBy75tEeOC4wKVSysRzVF38i+h5XUMfcxMrlRZlUJJ71cO0MbCYGARxYC1XEQQ08bmDE27puPTcXveC1r6p/zKOiGVkfEwvWicupN6BbxK+yoSJw+MUTNXirdLRfRRwqgqictHMciqyrfUxzdbacJbfXkuukEZ3qjWolq5Kj0l9dH44QKd0dcXUysnzunFYTH65XTewUqVQyIsF2fdT1l6xLrdmJt4Hdte+g9FFjhDuPTMwUueYynI7bah/r5BfUlI3YPlX7A5uFQQAHbgvUwKMcPudTRIa/DuKeTcvBfjqdHiFifNw5AH5rUxGEalBFedWsnetpzbiZdGYaR0XTNphePRuH9VYO0BEjZSPVTpWubMLp+VvJUTlILo/1VsSiRZqUbj0EMqHyVvL11uvICLehUB1Tfb4iDI64tc4BysHnX+nJZdSki5//64n0cb2q3Up2pa+bCChdXR4+xteQmkwzIeTzpo4PbC4GARxYCzyL52M4I3bRPzUYYSQwB3R+TqaaZTvSx3myPuUcsl1sTzlDt2hv5fiwrCKKbBP3tiDfDlVlWW+Ur4oYVETNbatIxEkJk9JLlVHOs+Xk+dwpZ416tODqc6TInR+2n7OViurw9knQIncsO5arCCFH5nC7KocyVe1HRCwWC/nmNUf/WF6+Y8DlnWyct8duqJeD6yeKAHI/Xy6Xx176qCasg/ANIAYBHFgLOBCpQbGKvGB5/MSbmxUj2eS2lVw8+89tJzcez7Zxv/rgu3L8TOqUTs4u+HLNZHL0O8H4XBxGP7muqh100lknPw+pXsDhclX9ahv3Od2thYZleqJKzjFzfT1ROEcQmcwpYlaVdbbDPlnJ7nRzBJGPVWksT9ajvqrB/Txvv/aQKba7O/csL086sT31j3oq8qcmh1gfpnFZpT/m7TlXyqZqYof/qTcvkq2eTVSyVhONgc3BIIADa8E584jjzjkHIvXmpRu8sB4ckHEQdd/udQSxxxG6SJYiuAz1QogbcJnUIrlDR4DpmNbz5Y/Kpm7fObCKYDCY0PTUX72V25pMZHnuL2kzJlcoE5OKiry1yKVKV6ROla2IR4sYugmIk72SKY8jXKQf63bnzeVz51OVrSJbmMeRv1tBi5QrIsvbrl7VD3GfxwHur5gfX4ZR1xTqwGPTwOZiEMCBtVHN9PO4mz1j3iq6wIMrDmL4HCA7T9zmSAG2wfrkbB7JHNfnnDGTvgpOX7YJPvc3nU6PvR2LEQ4m2iwbb7fOX9rCkTauQxFmLHPStfxcvVVebp/TnK4pX0W2Wm266FCvnkqHHjhCkeDzXPUDdb3iMTepUum90abWeUFZuS0m/a2JX2tsQj35OmNdOM0RcAZP/hzpy4ke3gVwqx9kfUkIVWQfy1cTyIE7H4MADqwFnlFWs+SKPPVEoJiU4bMvuK4f5mWyqW5jIWFiWZksYn7nZB3pYMegCK8if+gEptNpzGazmE6nMZ1OVzrxrTfllPi8KPs4p6XWaFTnSTnGlpNBR3hS8lfJ6kjpSYm5y1+lKfKAx6troUVAGSpvT5SyIoQtqHOjJlXcL1p69dqZCSdfs1Vd7ppWY4Iiu3gc81RjH+epJl183eeEDxfEzyVwcDKc6VlOPYeJ1+SIAA4MAjiwNjhKhuBomJq1K/KQ4JlqNZCqbTVQZ7qKKjrSwHVxO9VCrsoOLUKD2znzT/K3vb0ds9ls9R1U/DYqL4FRyZJtqPxsZ+cIEc6xuwiQI1mO/KNsKi/3MUf6FClrTVIq3ZSMVXmna4scVSSlB4qoIRRhVeXUte4mcPgcLtdVnSulf+63SHy19qiSQ40VTjc1hrW2cd9FB901hyQQV0bIunAyzO322HdgszEI4MBtAQ5giuRUESM3KLoBlWe7WRZvCWMbmJdldk4vj/Miya3Bk51jy8GjTjg7R9KX/0n+dnd3Y2dn50gEcD6fx9bWVszn89VXEJzsFVli/ZVTV+fJlXdQ/cARO5ePzx/bmJ0u28IRzEr2FgFzx1vEUpEBla6uA9RREQ9FVlknvH5UWyiLmjzltcJ9Sz17iXWpZzaVndAu3C+VrqgDtl+RPGejKlpW1amuER4b8Y5GpTOOCYoAVi+fqHEU6x3YXAwCOLAWeEByxIAHNneMB2J2clyey6o3ArENN2A75+HaYhsoHZlg4csbmYZl+EFv9QxQRv52dnZiNpvFZDKJ+Xx+TPb5fL6SvXJ67PhZH0do0MauPNrAkUlHALl9tIk7xnJVZA7zqmMqksJ9SLVfOXI3CeqRyelR5asmHI6UOt0RvJ4kkz2lVwuOoKm+2EP+MN214aJ0vN8aO7g/uKgnbjtirsYubsvpjv2H28HxtHqLf2CzMAjgwFpgAqCciiJXOFiqwZ0fbM52KgeJMrFzqpZHqGb/mJfXBGSZFRFWxFERZQY7KrZrEsOKzGIb1aDfQ4hRTyxTOWUuVxEnRQDdA/JuX8mljjmdOJ2jNj26tN6UVfU4mapjCEUAOC9fD1Vfd+26a7yHsCpirvK5pYCUTXquW5avuuadjlUayqSIF0L1JwZf8/yv1jisJhs9xwc2F4MADtwWtAge58VBXs368Y03RZiqSIUiYgg3UE8mk2O3lVW7vK/eFlZw5bMOfMjbORB84SMfAl8sFkf+1aewKkKpbMhkTBEsdkAV+cJ9VbdKx3ZUHkcknIOrSCqC+6a6NaraqvRuyah0Uue/Vb+bXCgyxr+tthx5cdeKQk9dTPJRRtWOGj+cDk6+vAYZTPrU+XN5OB/X2zpPmc7fPMZxoCKC3D7bvCKiA5uBQQAHbguqWTDu53NrWIbz8DE1qGI5NzOP8B9tdxGs1tuuSmdHSLAOJjfsePkBb/cgexK+g4OD1TF+7g+f/8M3fVluJjd8XOnBxysCVJ07zMPH+Pzmv7t1Xjk01T9cf2j1NZXW48QrksP7lUN2z+hV57Pl4CsS2Cp/EnKp6uldDoh/W9Erdc2oY0oPNWHCPErnijy7Y2os4HbUpypzHz95x5+/U1ATDjcRHNgcDAI4sDbYAWT0jteqahEHdPJcryNseNw5kJ6BLvOoxZuxPrWMDMrH7fc4NSayaqae/zng5xu/Ea+/BIJvATPxaxExhHpOSDm1HmLj6mfdMZ+69VttswxMPNi2FSnsmSwonZVzdTJim65dR2SxPddXe0kb26QHFdlWsmKZipy7sYHrYyLG+qvrhnV3OqmXx1r69xIoF/HjOlFfHDNzySvM68ifmtApUq7yDmwWBgEcWAs8KOVvOqgcbDjy10Pusg58eQIH9Z4IQeW81SDe8xkrdMKVo1POlutBGfj5JyVvkr3MnzLj7V8kjD3RrzyWeVvPCzrix05NOf6KDDg78tdRVB3Kjlx/tY/1MHqIVU/9inQ5GzliVNXtUF0DDupaUrr0XFdOH953+XhcaemvyKPadqRJkUouj/IoKLKFdbIOTFyxDiR4TG75n9f2dHrxKgEDm4lBAAduG9ihIRHEPDzI88sdWAfmwWMRxx0bDoQuisB1sPyKYGJ7GC1QRLbH8bVIjNrO9nC9L5QFB3UVAcS2Uf4EOpjKTnx+cVvZS5VDG7At+Hwr8scyoCzVF0uUPSpSrFDZx51rJn1sE/XcqOvvbGvu5z36tfo/6+LaULZwkzO13ZLbyeqIV29aT30nsRm3U6X19BkmvG45J+zzrAOW4Wsd8/bYZ+DOxSCAA2sBn11TjpodEL4swWRtMpkciYI5guFIU+5zW2oWjNuKgHAUALe5jtaXJ9iJKnLq4Gb5WA4dgHo4HHVIAqnaYXmYvLfIEh9ngqZu/bKdVJ7eCOByuTyyNqKTzU0MuE6EIjtc1r0ApK4FtgnmU+3x9eUct+qjLDPnU3bp+e4vt1WRqBbJRv1UfmWLk5AYzlPJ3EMkq8mEO1eOYHN53MfVENTYw/+sB5PJQf4GEIMADqwFdNoK+Y3ezMu/asBXX9VwjgEdFUdYMj8OfIqMJloOngd3LuuiIM558JvOXAYdSv4jgePjHMVzxNfpy8ecvi0yUpEMRYz5vCHp4191jtFeaFtMrwhNL1S7atLAOqu8KKOyjfpVdVek28muzkulX1Wf6kM9ZK8FR0xPSvYmk+Nv92I/UZMI1Y6bKLjxQZWpSDvKypMuvu6Y1OF21R6PE5VMA5uBQQAH1oKLbuSv+lqHm/UqoseDaeX4eJtvnVR19EQxUOYEf6IO01RUQ5EdtIuTMQduR7qUM1DycrstIuscnfrlOhwR4Pr5H22Bi2A7AojOr7qVrYhMTxoS6orcqPOuCIEjw9ieIlhY3umnbOyOuevE2QXt09OuOq7aV1D2d9uuLys93ETLycDki/Wp9FRlFdzdkLze+XGTigAq+VrEdWBzMQjgwFpQpC3BAxKSP+XwlIPD+pWDxQHSOV6WtzX4OYLhyBuXc3mV7MqBscNi54ZRAjXo8wyfIx6VDdKebGsu2yJ3Ks31lSTAjvgpEsi6pc4sN3+VIdtWRKqlg+vfnI77HB2vlj7hfpH5HXlzBIXb4/7Tq28PMeL9Vt/nfXXNVu3eqpxMlJDUOzkrosu6OvKn5Ob8Sn6XpghrL5lz5Qc2F4MADqwFdupqds75EkyGIuovATjyyM8V4jFsC9OdM3TEx+mqHACTLbaXysfHWAYmeFVEonIujrQ4GVV6pRPvq/OW9uJboKnT1tbW6vvHuY0EkPXECQDahvuEI+wVFCFv6V/ZorKRu1bcdeUmDSfRU+mnyjhC4iYEjjQ5MojbKg+SeSWX0lHJ7M6BGx9UG63+hCQT87VswrJX5LZF6jkNJ0mDAA4kBgEcuK1AQqQWVUZn52b01fdeVf78Vet4uTfoVJ3VwN4iUmpwZ2LjHBvKqp6nVE6OIy4c4cB8LWfuiCzKq+TK/I4sKx0T6hyriN/29nZMZ9O4tn0tFtNFzJazuHtxd8Qyji1lwTZwxISdcYvAKf3YZspGLWLs7OSuC1XWEQtFYly9PRE31FPZA6Hk6JXZQZXpJWYqD29jWmsCxYScofpWa3xQ5dDmSi8nq8rjlnwZZHCzMQjgwG1DFQWoCJxyJtWLIFlnplfRhOoFFefgqnLoADFaqfThdrCck5fbUuSNnVBr7UJFhhRxVN907nXKql61qDef7/zHCF9uT6fTuLJ7JZ46/VS8vP1yLCavEcB7FvfEOw7eEecOzh35RBYujB3hv5zRqw8Td0Tr3CHR4W1VDm3Ft/fVdeSOuYkBEy+sQ+nljikyp+xREbtKH053cjk9UMbW+a7so9JVO71jm5JTtaOO5XallyKqSPy4XwwMRAwCOLAm0lHzw/dMAhxRwHoyH35JJNOU82SnqhwgtsdyuMFfDbJM9tQvt3ESQlw5mdzGh8HdOn5KfhUZ4Lq5TkUsKpKK56JyiLjN/xGvPyc6nU7j6u7V+N0zvxv72/tx7/Te2J3sxo3DG/HC1gvxyvSV+P7J98e5g3MxmUxiPp8323e2Z/kUWXO2Y71YP7WNaaoPJ5hAq/XcWKaqD+Mx94lEREUCK91d+yqPk68iq04G1x6StWqSVKW7c9yCGjO43qoNvr4U0TvJttof2FwMAjiwFvj2wklm7+j4XPTFEchMUwMkDvjcbuW8HOlj2RQZdTKy/s4x9xIXpRNGAKuoUUseZUdlF66Ht5n4KzLE/3jbdzqdxtZ0K752+mtxc3Yz3jR7U+zt7cVkMomd+U6cOjgVz06eja/sfCX+wPIPdEXqOE+LQLi+oogWt+eOVwSY01UZd4vZ9W+VhteVKseTApXOZVQbSkYmvapeldaT313X7g1nlVddP66NHhJVkWB1jqs6HRlW51Z9BlLVP4jgwCCAA2ujijbwtktzDpP/q2hWEg8kIOw8KjKEx6u3bFkWJYcjUwl2iFxHD9TbwEo/JRfmZYLmomRVNEPV0brV7cjh1tZWvDp7NV6evRznJ+dje3s79vb2jrR/fv98XNq6FK9MX4lT81OWPDvC4IiMsqGzp+vXSt+KMDoCWPXVFmlQ56rVL1297vpxJLDHLlxHVZ77b8rSc91UbSo4oqmeoavq4bevq/7pzjPmaZXBYz2T34GBiEEAB24TWk4rt5UjwDSMUHCZijBVTrslMw6SHPWrBnIVIXTOHAkRt1199kttY173cDeTZeeAGRWhqL504dJYT9aRlwbK7fnWPOYxj+3YPpI38+/ETsxjHjeXN+NUnDrSriImboKCkwaUi8+d0tOdL9bflVO/VX7nzFsEz01KVESxiuTxNaD6Vc+1qMhINelwNnDlOJLHBJNl6CFJPee6KjeZHF8Tlcsq+/cS2OVSL/DMY4CKiA5sLgYBHFgb1UCFx6sXMpQzqaIG+etm/UzMWrKhHBFx5LlGvl2m6qnayDpYNkxHWfLTTy5K6NpyzoPTW9FRJiLsRBgtgunIFbbHfWN7uR2zmMX+cj/2FntxcHAQs9ls9ebvzeXNmMY0tpfbpdOu7FYRd66H9eDzwuRW1VG1pWzCeRU5418ld24rAqSIUu4rQuHIi9pXbXM7lcyOuCl9qzwnIaQ8tlR2VfKx7FynkrXKq9ATyVPEl6/3EREcGARwYC3wFxrUoMKEw63bl8i6MF9FMBguasBt8IycB0wur9atw33XHjs19fYwy68IRtbFDsQ90K8iWUrGvJXM5BBRLQPjyDTmq0iPckZ3Le6K84vXbvOemp+KuPE6KZ/P5/Hy4ctx//z+ODM/E4vDhSRCWa+LiDmZe/uZ00vttwieOq6IE+qGOrKjZ1tgHY4IOrKl2ldgOzuyqEieAp8z1c+4rCNX6pp29m31CUVmW9d8q2+wzO7cOX3dGOf6/8BAxCCAA2vCRakcEcAymaYGdBy4WlCz9lbUwa25F+Hf+FXytN7UrGRNIPFy7bjBW9mSURFBLKccbStq63SsnHoLy+UyYhnxthtvi1e3Xo1n49k4d3gudie7cTNuxpXlldhb7MVjB4/F4eLwCNGrIlWuzzn5lJ0cqeF9RQ5xv3pJRuVHmZxDP4mzV+cbj1W24GuU9e8l0KpNRg/JWofYtMgbE7Jb0e0kdmmRdh4XK9LviL1qZ2AzMQjgwFrggSjTkDw4x8d1ZD2Vk63y5zYTuBZxy33+pJzSy9WRx1wEzemg7FARBzyudOTBvsd5ObLZQ5RadWN5tldV5vDwMM7tn4sPTj4YT+4+GS/PXo6X4+WYxSwuLC7EYwePxbn5uTg8PIzFYnFkUehWlIvlbdnFTVJQD7RDi9DxdosMol1Qvx4y6NAiVlnefUpOkUGUs+o7jjRWk5fW5LJ38qnqVHZmQlXdrcA6WRaV300SewltZSu37+QcRHCzMQjgwNpA8qQGa+dAMZ2PIZGaTqdH6kMwkWhFQFg2RfqqQb3KwzKibKxnC0gGlGNw5IDtwHXlMeX8HBFUaJV3Tpo/54ayIalJMnf25tn4/vn3x6uzV+NgchA7sRN3Le6KWEYslq8TPyZFlbN26CG1ijhUts40XueS8yry54gJ66jIILatFgpvnVt13d6KLdCerpyytzquXtZxUPr29OcsexIyzfW6vo9jm7Jb3pVokWJVt+vv6hhPVgY2F4MADqwFNdjnIIYDaLWQMjs+HrR6nFA1U1fEFPMrsMzKGaOeLWKq6qgcviMfyilwOZQd05SjqtpR6dU+plV2c8QGyQq/gHD68PSq3GK5OFJOEUCuX4H7Iuuv+mulO+vY88/P0CoyWBG+1J+vN0yrnt90+7cKlrmaCCgSpOrB/Va7+as+C4nbKgqH9lNlOC/2kR5CzXWz/O566j0v3AdQfmVHXi9wYPMwCODAWlADLBOtdED8uSskYdUzeT3RKpZJEcrKibciBMphoi4oJ+ZPJ886OOLL6ao9Rbq5fZVP2UfB6cn2cSSvRXSdDEgCMQ3JjyLyLiqmUMnmJigVuCw7e0W4s0/w5++YFLKO+Kk7RXbdRIiJiiPJql+560ddk6qPM9njMhXBqa5Hh9Z5x2tSyczyog2c/JUsOJlo5XdQxC63e/q8kivrvRV5Bu4cDAI4sBbwDVI1mPAbwG5Gqt705X3l0LAO5dgwvxtE+QUMbFs5LyZq6HRVHdW2spWzgSIYrKeSUd3mVjbCshUUOXLEVZWLiGO3u/jc4PnCJXEU+Nk/1c+cHNU5cc9zKjkUmcVf1W/yfzqdSkKI5fNWN0ZIUV9FhBVBQH35842K8DGJqexbEd8e4LqalU2xXkXQVF1cpkpz17vTtYd0urQWAcYymVbpoIi9062XMA7cuRgEcGAtMNnpnbUn8XIOmKOB7HhUlILJGDsTNaCy8+T6+faaInIsG7fh2sQ6lG7VG7gVwWG7qSVklGPnZ9O4HqWXai9lV0SxJX8SQ/Ud6KrtlmNzMvT0VXbArTxVGh/Hz9/lf6YlkPzlCy953tTtb/40oCKDEf7FhpStmkylLVQ/Oakt1PWgrl08lm1xPUzMbpWoqnHFTVbccae/GxsqotkaW1WbbuwbxG8g4T3MwBsCL730Unzyk5+Mc+fOxblz5+KTn/xkvPzyy2WZf/vf/rePOdaPfvSjt9S+iwbkMR6IM53fCOVbYCoftsGRjfxVM2yU0xFI/udoR4vQIRyxVSSR/90tQU5X9WE+1Y7adnLxdi/hbNmG63DOXJEafOEDiQ9uV/Io3VuoSAbut/4rOZIAbm9vx/b2duzu7sbu7m7s7e2ttnd2dmJ7eztms9kRosjRw95/7m/Yz9zxqo+qvqrSnN1cOXW+XP/sufbdeKDqU+fd/VdvuLf6AvYDdYzJuyKgrm0XBcXyA5uLEQF8g+PP//k/H1//+tfjH/yDfxAREf/ev/fvxSc/+cn4e3/v75Xl/uSf/JPxP/6P/+Nqf2dnZy05qkFP5eXtjFqoQZ8HLDfw4bEEk0O8XYh5XDRADdBYjh2PWhqG7aMciIoiOh2VDVS5KiqB6Wpbycz1tsiUip6w/NXjAxwJcee20lsB8zi7cP0cgWI7KZtw36kIVxLA2fYsXpm+EvuT/dib7MX5yflYHi5jPp/HfD5flV0sFqv+nO3jrXIX/VP/aAdlc2UvZTssz/1FpbGtVR9x/UbVV/VlPseqHi7n+gjXpco5G2Bedf2wbfhTjz2kjdvnPpHY2tqKxWLRrG/gzsUggG9gfOlLX4p/8A/+Qfzar/1afOQjH4mIiP/hf/gf4mMf+1g8/vjj8e53v9uW3d3djQcffHBtGXiQ41ksp7l0PJ777mFsRxa4fh4s1XIYioQ5tEgL32qtCF1F9HK/9fZmS2Z2MmlzLKMIXw8ZyzRFEFUa1sHPXHJ9/Fypcmhcv4skssyYR00knD1bRJpth/vqH6N3Sf4uTS/Flw6/FC/MX4iDOIjt2I4HZw/G9+59b1yYXjg2OUISeHh4GNPpdEUEI46/LKKiqi2Co3ASu7XsiXkq8sbXHqZXJF7VgfluJTpWkdLediuoPt/TDudxE0B3/Q9sHgYBfAPj85//fJw7d25F/iIiPvrRj8a5c+fic5/7XEkAP/vZz8YDDzwQ58+fjz/yR/5I/NW/+lfjgQceWEseHqwcgeG8ilApEoXOLffdLDvrzXxq0FNEEOtWejldcMCuyBVu83H8VeuB8X5PhMSRtEovJxPrUZWrnFVFWlXESZF2BC/p0ZKvRZpb+6qvOjjyl+d3Rf62LsXnDj4X8515PHLPI7Ez2YlXbr4SX7/+9bh07VL88Jkfjvu27yvrRzKEZF8Rvwj9prDS052D3mjcSaD6s7pu+ZpzkbtqAqH0xOOOIFakk/U+KbmuyvBYyHkVyWNZT0peB+5sDAL4Bsazzz4rSdsDDzwQzz77rC33Iz/yI/Fn/+yfjUcffTSefPLJ+M//8/88fviHfzh+/dd/PXZ3d2WZmzdvxs2bN1f7V65cOZanIgw8OOGD7ipKyGSJ31hM4ALUWH8L7i1BVb6aMbPjaJGsHjKmnvNTDrdyUJyP9VLOuUXKKnKE5/BWnb+TQTlVRcRUurMRb/fYo5dAK9Kn0ldEcGsSXzz8YtyY3IjvufA9cc8998SNGzdi9/punJmdia9c/Ur81s3fij9+6o8fexYSwcROramojrvroAVFPJWNKuLooAgdb3NeJJ6ur2MkkccUlQ/HHz6PFdGtCGiPTjypcURPEWHcdpG/gYGI8RLIdyV+6qd+SjoR/P+n//SfRkSfw2T86I/+aPyr/+q/Gh/4wAfiT//pPx3/+//+v8eXv/zl+Pt//+/bMp/+9KdXL5qcO3cuHnnkkdUxdnQoFzqaluPEunAbCUg6TiZG7OSybRwAMfKiInaVPEyiWNfWQ+4tAnWEEICemI/rco67ehkEf1EXjtayE3XRBbahcs5VxIShyHcV7XBRqKot55CrMsqOfLyytyN/W1tbcTkux3OL5+K+7ftiMnktKogvfTyw90A8c/BMvLx8OabT6bH+gW0g1KSquo7Uixjqeqz6uusTat/ZrtW+OzfqOnXnqerbWGem9S4J5Masqm+izEhQq3bUJM9dx85uI/o3MCKA34X4C3/hL8Sf+3N/rszz1re+NX7rt34rvvWtbx079vzzz8fFixe723vooYfi0UcfjSeeeMLm+cmf/Mn41Kc+tdq/cuVKPPLII8cGVHfLJqEGf+eoEjz4tm7VKMeOg3LrGA/gqg1uJ+Ws2nD6V46W60Pix3U5Msjnhs+P0l8dZ6eGx9Tt/oqcVZETBRXd64loqHPmCEQLfB54W51jR2owbT/2Y3+5H7uT3VWkfTabrQjZ3tZeHMRB3IzXI/CsT08kW8mu7Ml9pipT4VYjTlUUr7qOnU5YDoF1qaia65/ueEWoXJ9jwuwmTJXs/FjMwEAvBgH8LsSFCxfiwoULzXwf+9jH4vLly/F//9//d/zBP/gHIyLiH//jfxyXL1+OP/SH/lB3ey+++GI8/fTT8dBDD9k8uRyFgiJ/CeVwM13lw/xJKlR0z830neNQRAoHz5MQiYpAOPKo9OTyTAyUzEpXJGHKYScUSUvdnP58LhL45RZVFiMZimifhEAooqucb6tOZddW37zdRAf1SbvsxE5sx3Zcm1+Lvf29ePXVV2Nvb2+15t/1xfWYxSx2Y/fItcb/KE/1j3lQDnftKD1bZXoJPpavyqD8FQFz4wK3VZG8Kq/Su6cut89Em/VRaXhd9BI+9em7gYFxC/gNjPe+973xJ//kn4wf+7Efi1/7tV+LX/u1X4sf+7Efi3/tX/vXjrwA8p73vCf+7t/9uxER8corr8Rf+kt/KT7/+c/HV7/61fjsZz8bf/pP/+m4cOFCfOITn7hlWTJy4GbmvLgtpjH5Y4fP9WKb7MiVM1JtV3pwtEFF3CoCgfpjvp6XYpwN3H61dhjXqdpBWVmfSg5XnnVThM/ZzhFmV7+yTauftMiaI39K1l77VLItl8s4uzwb92/dHy8cvBA3b96Mq1evxssvvxzXrl2L/f39eO7Gc/HQ7KE4Pzl/5Pm/iuBh/bzfU/Yk5wv1dnaorvGT5FErCrTqUOdNbTu9uf5WXSp/jzxVWyo/X7PV5K83bWCzMCKAb3D8L//L/xJ/8S/+xfj4xz8eERH/+r/+r8fP/uzPHsnz+OOPx+XLlyMiYjqdxm//9m/HL/zCL8TLL78cDz30UPzRP/pH4xd/8Rfj7rvvviUZ0tG7CBRuu6iRIwluP+L4gFd9AD7rx5mwu5WUed0tKMyrbFHJ617wwH8VoXKDfaa5KAqTcMzP7SkH1iKS3KaKyFboccCVU8b2b8XJubLVeTxJ/a6eI5GfZcQHph+Iy4vL8dSNp+LC4YU4PTsd+8v9eOHghTgzORMf3PlgzA9eWwswI4OKDB6rO44/h+kiglK2hs7qfKsxQPVLtA1H9lz/dm30yNGqE/O4ccHZhfuR0kfpy3lZB9cet610rvTlNgY2E5Nlbwx5YABw5cqVOHfuXDz22GMxm82OrEOWRCPftMuBESNxmMbH1ILLuM1vN/JxJnKqLizvyJobHCuymrpwfi6HulbRAucclG2qNCVnpasi7ZherXmo9OD9HiLMdVXy8Lba5/ocuW3V4dp1emD/5vX/ZrNZzGaz2N7ejhe3XowvLr4Yzx0+F4tYxPbWdjw0eyi+d/d74/7J/XFwcLBaEHqxWKz+s8+ryGDEyW4JJzDqXUUWWxFHZ6sW4WQZ83rNPLhdEVqlXw/ZrfIylH1aZRI4Drm21TN+PXoqGfj4fD6P//P//D/j8uXLcfbs2VLWgTsPIwI4cNtQzeJbt3HVP8+Ssz5eJJhn0komhYpYKTKBRIfbbtVRkcaWPZSsztE6G+Svkl21U+nVs5h0S3+OqrTs2CKsrB+30SKDrl3e5jZOWk/WgaQtv/F7YXIh/uj2H42rW1djP/Zjb2sv7tm6J5aHy9hf7B8jfuqzeMr590aQeBvLIxF014azAdsqJ4nu+kbC59qtrnmUvXVNqOurNbbwdq88Sr7KBsp+2F6LbLMu6vjAZmMQwIG1wTNYF63B4xkVwX2MlCTQGSCUQ+BPYWFehjqO5AjrbQ2e6NTUMYaKYDkS4Qb6KuLQ46BbTlPJ7whpL0FT7aPNeekaR4JPooMiH+6YktNtOx2V/E5WJIH5VY+IiLNx9rXtRcR8MV8dT9JX3QJ2ESF3TSgio7YdYaoIXzXJUP2FZeWvfig5VJp6zMORQUe4qvyur1THqvKczjqr65eJvSO4qh5lp4HNxCCAA2ujNYg4J8G3f/mlEI4EJNix8GDYinhgHufoFblRTrCacVfOUTlaVa9yUFw32keR5x5CVm2jTD3kUkERL9VeRQC5jIv4VThpXz0pSXR2UrLnL5LA3GZHn0QPyR+SPn4cwl0TFfFT+RgunQkm2kLZxZEgvLWL1361aDOWd30Uj7PejvwpHXuhxqVMV7Zy5RGqruqYIogsV881M3DnYhDAgdsCt96cGvTV81+OAGZ93JZ7bqaa3eMxJa8COxXero4nmNA6AqTeoq4ckXPeSn6V7t6MdiSV66neyHR1OX0caar0YcfuHH+V3hsR5LYV+DzwC0/c35i85TEmgBFx5HYvEsDq9i/Lzttu0lT1J7SZut6VnRQJVOcLJ3ypD98qxmvfnQ/3iTverupQeatjVd4WqrYUkWdbc34uhwTatTuwmRgEcOC2QEWwmDwwAeP//MpBvkyS/9Pp1H4DOJ2hm+XzfjXws6NJOMKhiEdu4wsxjvwpp6tk4bZVvpNGvypS5M5jqyzKVxFXJxv3k1YdVVsVkPxWxNGltfI78sMy8D8+wpBlmAD2kL6TRJdaJFDVW52fTGcb8D9O9hL4whjqmmtO8iMe/Dm3lJH7iLtuVeSP9XLE1l2/1XWt7NdzrlTZFuHnvFyuNZkZ2AwMAjiwFhQxUSQKj7EjmE6nqzcj1csiahDHWS3f9sRfR5wqXZwDqWRyb6a20ioHw+3xtvqtBnVFKtEhKtyudJWvRQhVfcpRO3JWnYeKvPfIpfJXbVcTESQxyi6KLPI/5lXbKBdHh1ok8iR9SrWX1zmTv7zmUwb1fCPKkmXRZrmv9K6u2+q6dno7konHXf29svSQ0p6xDc+zqudWJ08DdxYGARxYC27AxFm6Ih1uAWheQoYHd+fAVJoaICvH54im2lZOAImgGngV4cC0lkNS+0p2RYgrZ8QkFPM4PRiVc1Q6V/tOTiefa5/PW1VvRWh7bci/LeeKMmWUy/Wr/HXED4/jPsrPEwVlk+r64P6v7MD5+drO/9lsFluzrXh1+mrsT/ZjtpjF3Yd3x9bWVszn82N68XPAqn86WbgfODsokuXaU7pifdXn9NwExtm+6r+tiS3Khc9XZtlW+YE7G4MADqyNntktO0YkSxwNQCKzWCxWv1xeyYGz3hz0WEZFEFsOHetV9aHeKbuyjSJpqBfbsIKSX70EopycIsdKXiejy6fe7K7yqzyKFDoi3HMOuQ+qtlnGHrLn0EOYlbPHZU8UKgLIxIbrdnVV8jgSiL+qXnU+8zfJ3+Wdy/HE9Il4cfJiHCwPYro1jfsm98W7Ju+K83H+2HWcZfllkCRa/MZwXvt8/Tri2mMzdc30TgoqQsll+TxyHeq8qXw4/qkyg/wNDAI4cFugBsIctHPbOQR8G3g6nUbEUWeYS2QoEsNEDqFInhoQcb8iAaiDI6AtcpDA5524jla0ygHJHhMit+2+3uLIrmqzSkvnrGzZko3rVDZX5/8kNnMy9bTtiA4fb0WneF+dB44Cqm2ur3Lw1TXTQmvC5EhgXuOXppfiN7Z+Iw5mB/HA7gOxvdyOV/ZfiWf3n42Xtl6KPzD9A3H+8HUSqPoo3vpVUcBWpK4V4VP5evoXny9Xv9rGvGqsQh1d/WrR6NxW9QxsNsa3gAfWgnO+OIgieUJHgPn4DWAVSVIDJ8/wGewguDzqoYgX68N1q3qY7DpHVJGytEFVH9sO4erg+lT73AYfd2VUvorQ4vNfro1EKypzK3IqWzg7VfmdPM7JtqJ4fCy33csfrl9XeVEnZRdlD0xz15uz4aqOScTjk8fjWlyLR089GveeuTf2dvfi7p274+Hth+P65Hp8efLliMnJ+6H7Ao/ad+MK20nJ0NKzslvrWnby9kRimbw6nV2dA5uHEQEcWAt8q4ZvP6jZOxIXHBSrr4VkW7lfzbBbkUKuC/c5n1vk2r30oepRg3XlJFEmdLYVqeB2lI1YRt5WMqqyjgT1/Fa2cPU5+dEeJ3FmPaSip2zLVq3zFHG8v+R1w2VVpK814UG7qGunqsPJzfU4Qol6YtrluBwvxAtxfnL+yFu9ef3fM7knno/n48rkSpyJM0fqbZ1vd42jvEoHRaJUvW6i4iY4lQ2dLvxSi5JNtcdjBZZR51tdxwObh0EAB24LcEBT/xV5w0iFeqtP5eVyahBluVpOg8kX6sZ5+RiXZzLHBFdF5rgOrL9yQE4ed7xFlpwDRPk4TRFeZYc8xxXxVTIo59YDR/KcvV37KXsPAe6pi+vlfncSYsbHWue4dT06EqXqUTIoop+/N+Pma8/8LaZxcHAQ+/v7EfH6Mjfby+2Yxzz2Yz/umtxlZaiuZyUjPlLiyvI5bb14wttODkf6VL9xE9MWFDF0hLHqYwObhUEAB24LMtqXcANj5eiXy6NfNFDkTtXvBjSOhCgSVUU7cDvzqWf3kNREvB4dVLe51bayi3MQLF8VITgJUXROqCJQFVlWOjmyWxE/JXdFNhnKFrdKoHuPOb1apMHhpI76Vh27up44rUUOWxOqneVOTJfTuHF4I7YPtlf58lN3Nw5vxDSmsb3cttGrk+joylQESemh8lTjWOta5jpbhNwRyFs51yfpewN3NgYBHFgbSYByuyIs6rNu+cvkD9cDwyUMso18MxjBC8a622k9XwLJAdYRSSYj2T4SAEf+1IsR+OtIbTX4Vzqw7VskpPpKiHNoThdlj57y2J4jmYhKrkrfVkSnIkFO74qgu7ZazlwRhnWjONiXeupSEww18cLjmO/uw7vjvuV98a3lt2J3f/fYy14vL1+Oi4cX4+7Du2NxuCgngdymytciqSgf1uN05fLqeuwhWK7PuW03ZlaTX053RHZgczEI4MDaOGlkgwdrJHycxsdaA55bJoLldTNuNZi72T8689ZLF1zGESHWiW3rnIKS/ySRC8zbepi+WuKmIoiobyWHq7tFAhxx4/ZVP2Vy1qq/db4q9LRV1cvXwElJYEXYHEFw+rKMmIZ3BVZ2X07inYt3xpW4Et/a+lacm5+L3diNm3EzLi8vx6nlqXjH/B1xuDj6wov6z3aVfZROjkCfZHzgfOpX2cP1zdbSPyx3K091LtW5XXcCMfDGxiCAA2uBSQxGtqoZMebBf0xPMqduCzPU4I5lVFTJzd5V/Y7ctJx45kFHiGRRPa+oHJojdao9V75HVs7PToMJY/W2NtaJ+0wgK+Lm5Gvp0FNfD1xZnHCo/uXeaL9VmVyf7OkTVTmuX6VV9WQ+R4JUO/cu7o0PxYfiiXhtHcDLcTlmMYuLy4vxjvk74p7FPUei/mpSyDq7cYF15m1HhlkvrkvZ0NlDjT1V/XzMnXs8VvUF97WUk0xCBu5MDAI4sBbcQMqEQBE8/OW3bZkY8hIY7ICx3WrGz9u9UaNqBs3P8+Hgyv9M/tRXO5QeigQqB+E++s77vc5dOfbqWJWnqsPJ0OO0TiKPa4fbwP35fL76RNn+/n5cu3Ytrl+/Hvv7+/Hiiy/GjRs3jsiZi5rPZrM4depUnD9//sjvzs7OEZuo83hSUueABOF21amuBUekHDG7d3FvfOTwI3F5cjkOJgexvdyOs4dnY3m4jMPlob3esX6ni7v+lZxo+xaZVuTN9TU1VvDkqQd8RwP1ccSYUZH7QQA3G4MADqwFJCNqls2/TOomk8mxFyuQ8HE5jgYiWlEAlDnzu8G5GtyzrHuOUJEdJoGOALIjym1H7ByxrXRV+rp6UZfWL+ur9HdvP3M9Lmri9EPkuVGyuDRV12KxiP39/fjGN74R3/jGN+Lll1+OV155Ja5fvx7z+Xz17doKk8kkptNpzGazuPvuu+P8+fNx8eLFePTRR+Ps2bNx6tSp2N7ePta20ldFsFyeSi9VR6sfVPpVxCmvWV7zMX/PTs6+nm95lPS5T5dVfQGvk97royJDrfI89vHkzP3i2Ndq7yQTNpfuiO/AZmMQwIG1wQ7VzUZVHiSCvLo/OwE1s3df9sj2WoO2mhXzbdnMg99qrQZ6zI9pTP4yUoS6uGhevtyC7fCq/4oQ90QtWiS4x6HlNq+PyPZQ5E/tMxRhdTKoc1HVjfotl69F/K5cuRLPPPNMPP300/HMM8/EtWvXbil6lvXN5/O4ceNGPP/88/GVr3wlfvM3fzPuueeeeNOb3hSPPvpoXLhwIXZ2dmJ7e9u+gIN14m+Vzzn6FoFsEUScoLg83I6aLHEUK+L4Nc3RLkxTx5RsKKNa27MaPxw5Vvl5G3/52kC5+ZOV6jysS8bZLj3EcuDOxiCAA2tBDbQ4iPFgryId7pudPLhzW+r5K+VcHOGp5O4hCtXLEjm4TqfTIwQIyR8SwKwbnR++0Zzl2QbsgJWcyuZIZhUqQqYItCLU6liLlKlzxefRvdjTkt+R9bTp/v5+XL58OZ566ql48skn49KlS6t16m4nDg8P45VXXolXXnklvv71r8fv/M7vxP333x8PP/xwvP3tb4/77ruviwgyWjZRZE0RO66jirhxHS5/RTjxHLT+s0wP0XTt9pCq6hricY3zuOuCo/1qhYKWnMoGbHNHynsI8sBmYRDAgbXhCAEej4gjZCd/0QEg+emNAuAvt+ucmyOmqAfLznX0RKtwPcB0AI4ARrz+1qR7+B0jF3yLXIGJkiLHLZLco3N17l1/6P1slyOp3IbbbxHO5fK15UdeeumlePrpp+PJJ5+M559/Pubz+bE2fz+wXC5XZPCpp56Kxx9/PN7znvfEO9/5zjh//ry8PZzleFv1BUdUepx/RU5UnopM8RvB6pu1KqJ9EpLCNukhoi0irPRT/Qnt7Nb/xNvgatLrFqvmdnvPqTvPved/4M7HIIADa0ERDB4QOS8Pbuq5HU7H/C5ipGa21WCn8rpyFQlxJANn/Uj8ZrNZbG9vr6KD6RDRMTIBzGfNXLQFdWeSh/KqY+zIKtsh2VPEryJc7CBVfZivIisV4XPp6hxmFO7LX/5yPPPMM9824qewWCzihRdeiM9//vPx5JNPxgc/+MF4y1veEnfdddeRSHIPqn7A+apoFqZVdUToyHpPlAr3q3T+x3RVr+s72K96iBBPDJVt1HWvJn0RsXrDOa9pnvBVcuNvRRKzXgSPEW5yNbA5GARwYC3gAOJuK/J+Dkz4XBsPom4wxH28Jdoa0N3suYquqCihytfrGDLqt729Hdvb2zGbzY5EBNApYEQAnw9ybwU6OVyEz5Wp8lVkjcvhckBVmaqvcDRE9RPVdkXWE/v7+/H888/Hl7/85fja174Wr776qtT7O4HFYhHf+MY34oUXXohHH300vud7viceeuih2N3dPRY5bfV3hdakx9mzaqsiXu56VsSNiZ0jQ668yq/GhYo4Kv0quEkVvg0+m81WJH6xWKwmGqgn1pNp/Gwgvzjn2lfpan8QwM3GIIADtwU4oPJn4dTbvkhwcHDjN2s5qqgIDQ9kHNVwjk2RCWxbPYPFTknl4ZcdcD8jgDs7OzGbzVYkOD+FlVgsFjaqdZIoRy/xZSfdIoR4jIlhRf6wLLfjHBLKztFDZR8lW24fHh7GtWvX4p//838eX/7yl+PFF19svsn7ncLNmzdXMn74wx+Ot7/97XHq1KluEni7cNJIUU+0EPerNBUB5PSq7mpfEacWEVTkmcckfOs5o/054cPxY7FYrK5/1zYfb03yekh6i9APbA4GARxYGzygVF/fWC5fezHCRabcIId1YFu4jWk4cKp8qgy2gdFMJqGsN0ItP5KkKKMB29vbsbu7G9vbr30L9fDwcBURyEggR0dZB5QBbcvEx9nZRWVc9MwRAEfEmbA5YqaIWlV/FXVtEdfDw8O4evVqfOUrX4kvfvGLcfnyZanTdxtefPHF+NznPhc3b96Md73rXXHmzBl7S/ikTr2H/PBEygGvFa5XXef5W0X4eqOOqm7eVmW5jR4dlQ7qesr0jPonAYyIFfnjyRP+c308CUZ51HiWE56T2mdgczAI4MBa4CVcKicQUd8m5ogVQtXVasuVV2Skkl216+rkNIyK4S2hXPIjIo48C4TPA6Wt1K1udkQ9kQnOr/Ssoj2OrLGe7Mg4X267ZwHZmfUsv+Pkyt/l8rWXLZ544on40pe+9IYhf4mrV6/Gr/3ar8Urr7wS3/d93xdnzpxZPULQC3fdnSRi10u8WvVmfhXRc2RRlXOyuePumGpL9TN17bl0foPfXYduzFAytWyTx/luSx4b5G8AMQjgwFpwg6obMDlPy4G5AasayFx0EIkU32pmWRXZUjN9/FX6o54ZDcAXQRIqIuCgnKuKBHAkwsmn5E2oW668z8RdRTNU/oocJpytHQFUsiX5+8pXvhL/7J/9szcc+UvcuHEjfud3fidms1m8733vi7vuuutIH1Koro2e9F7S4AifIzIVVJ+tJmSKSKp81bYCt19NunCFA/w/ODiI2WwWBwcHq7R83AOf+1WfvmvJxuuGZnqVhqsMnGTyMHBnYhDAgbXADyPjDDRve2aaejaMByJ8DrDHAVTkxjmFHDzVTBsJDLftSJ061hNxrJyxiwpUkQ8XGeO687eXgFckjuXDc+5IYA/xQ7143y0h43S5fv16PPnkk/GlL30pXn755VLf73bcuHEjfuM3fiMODg7i/e9/f5w7d271LGnVn5RtqihwxHG7uvyuTVcfp7v2OUKm8vWQGL7eeFKnZG6VZ7ivGS0Wi7h582Ysl8sVWZ/P53FwcLAighgtVMtfoQy4rdKQ6DmbcR0Dm4tBAAduGxRpQfAAWdXDTsCRqpYs2J6TT9XbQ6YwX+UcuN58CzDTch8jAeoLKFlPywGj7i3SyDZwETWli9pmosekH4/12Fedd5Zdlc+0GzdurJZ5eemll2w7byTs7+/Hb/3Wb8XW1lZ88IMfjLvuuqv7eojwt0p7JgW9UTwmJy2cJFKpSBGWaRFV1X9VnS2C3JKPl7HKaz6JH1/zWK5q002Gq7RqEjCwuRgEcGAtVJEunI2i03YRNt5XkYjWTLw1gKuIX6Yrp+UiV6o+rpcHYLzls7+/v3rTN51BOoQsm/mVbVR7KsJSOXTlCE+ShhE/THNRv8qmVX9QTth9JQPrmc/n8eyzz8bjjz8ezz333B3l7A4ODuKLX/xinDt3Lh577LHY29tbrTMXoW3WiqD1EL/WBKSKVLnIW6vNKv9kcmsvOrixw+1XhNTlZQLISzypCR9PfHm7Iqw8PmYaRid7FpAf2BwMAjiwFtC5V1G2iPbtiExTREwN8jj4O8eCb9K2nFhrxqx0cxEwJIE4wOcbv0n82BkkGUTHgPWjLCdx6OiAOYLm5Mc6sBze4lX24C8f5Da30SLVTBpOQj6Wy2W8/PLL8dWvfjW++c1vyv7zRse1a9fiC1/4Qtx9991x8eLF2N3dPeLoI9pEUBGLqt+7SKJrS7Xhjqnxw7XtJoE9pNHJcCt5W6QWr3G8Te+e+VP7XHeluzsHbjJXkf6BOx+DAA6sBb5dwVE+HKz4OSXOk/mYDOY2p1XEk8v2RB+UE0y5WWYup4gXkrvJZBLz+fzIsznT6fQYOeQHw5FIKnlbUR6nH+vJZRUJr3StonxICKs6WA4XTXKyowO8fv16PP300/G1r30tDg4OrE3e6Lh06VL89m//dpw+fTq2traOvRTiyAKi6hdVuVuNILn+zPWqCFgLajxoyaK2W3lzX02YMOKG++orP9XLH2pS3CLILRlv9ZwN3JkYBHBgbVQRg9xXDlx9DJ0jVao+/o4m/uJAWZEjFVVyhEe9MMK6sfz8VmCSuiQjGAHEf3YIrAs7j6yrJzqmvh7A21ymJ68igUn48N+RRLRdprcIguobmXZ4eBiXL1+OZ5999rvqCx+/H1gul/HUU0/FxYsX413veldExGp5mJYdI3zknPt1ryyq/ioy5cq12qjIEh+r2laTDK7XTZKcDkzceOxQsqprvWoH61bnqqVvz8Rg4M7HIIADa4OJBRIUXNAYI4DOMeBghs+ruIGaj6vBkAdJ5fSqQVQRHFVWRRwVuctngdRXT5bL5bE3A1lWZ3+Wl8kRy65swnDkT5E9thN+A9UtcaMIONqDzwXrpxzg9evX45lnnolnnnnmjrz1y9jf348nnngiLl68uPrGNEKRGBW5yt9bJQc9JK8iiT0k1I0bKjJ8EiKo6lGytezj+jK/leuInzqO+VRbSl5MV+Qz09yztAObgUEAB9aCGhyZ+OAApG6PZD1VNE49C6faYHmwbpTZOQxXxjkGJn4uSqieVVRLNfAtYTxezepVmwqK/PUQQTzmIn6YloQvyR8vCeQiIkp2df6U8494zX4vv/xyPPPMM3H9+nWry52GS5cuxTPPPBPnzp2L7e3tE30urocY9aKnrtb5dnVVhCu3eSKo+kpP/6radO078LjmJjcVEXb7J8mv2rld533gjYlBAAfWBn77N4lNDjIY/XO3fHHb3aJAIqhuqSjyWUW71MCnPh/niCMDo2v81nOWXS6PvgnovjVcvRGo7KbsWOnJ9lLRQ6VfpT/aIP+T/OXi10wW1WRByYsTBUxT+ly/fj2ee+65O+6t3xbm83k8/vjjcfr06XjkkUfi1KlTq1vBfG57or25z9dRhXXIUk9/5v1KLkf0VH1Vn65kuR1k0l3nJ73muX2noyOfA5uJQQAH1gJHxpAIuuiYImoJRRITXIeTAevK425QxrLqGbke0od1uggEbuMtXkWIVYSE8/YM4o7UVQ5PObBqyRW16DPe9sUvn/DnsFBX99yj+2qBO4dXrlyJ559/Pm7cuGF1vFNx6dKl+PznPx/7+/vx2GOPxenTp2M2e32IZ3LAEW7VL07SVzC/Iko8IeNyJ4lIORKorp1KDldvbjt5WwTV9VdVv2uDZWA9XH3YNn79KMuijOMW8GZjEMCBtcAEIQebTMPlD1Q0sIfIZZojjY4Yphw4WDpH5+piJ1nJWTlQrleRU+cAWw5CbffIybphPvW1DfWPx/ilD/zkHRJAJndpG9znW+aso7L1tWvX4tlnn71jl33pwbVr1+L555+Pt7zlLUds24pyJSqi7fK6a6Y3QldFqqu2Xd9XpO+k5VoEtUcvRzbdJK9FjlW0XBHnloy9JHvgzscggANrgZ/p46gVEzD8FmUSAnzWjV8U6RlQEUzaqkVi1TN47MC4HH+mTpFPNUPPPMomiSoK4qIKTvYqTR2rSHXKxqQPwSQwI3/b29sx257Fte1rMZ/OYzd24+7DuyOWsXohBgkfThSwnYr4RbxW18HBQVy9enUjo3+IV199dWXXhJvM4LHKxtXkzEXWWkSE8/XW21O2N2+LiDoC2SKtivSdREZH6pRsTARbY2Tr+MDmYBDAgbWRg06ud4fEKh17vpl4eHgY0+n0mKNHcohkiZ0Wr66f6UxmcCB0zi3lrUiTimg4p8FleFbvlq9pRQBZXwcnlyOBPWmKgLX+kwRub2/H5e3L8c+3/3m8OHkx5ofzmMUs7p/cH++bvi/uO7zv2DlFgsznkG3L8t68eTOuXr26sdG/BH5RJqHIvMOtkAfVb26FBLXKtaJkvL0uQWxdkw4VYcZxsacdN1Y42RUhdJPLQQQ3G4MADtwW4IsgEXVEiaM9vGZe70Cn0tTtJ/4UEkbxHOFBmVtkkp1NElmOFqKtqn1lP4aLkDl7VNE+1lvl6Yn+MQm8NL0Uvzn9zZhP5/Hg6Qdjd7Ibrx68Gs/cfCYuH16Of3n2L8e9W/fGfD4/Zo+sAx8VqORfLBZx9erVuHr16sY7tfySTISP/PHExoGvB1eHIuTqmlknMlVF6KooHsunJmgqL5dpjUvqGuJ9N55lefWsr7q2+dk+pUNFBJV8A5uH8QTowNrI6B3uJ7lLR+S+d4m/TAyREGK91XG1kDI+g5j5HHlzUTMVecRtlxeJk2qDvw7AsrdejuB/1a6SW+mBjqJ68UO1w9G/relWPDF9Iq5NrsXbz749Hr7v4bj7rrvjntP3xKOnHo3rk+vxu4e/G9PZa88JqrUC+b/S7eDgIK5duxbXrl2Tcm8Sbty4EVevXo2bN28eWUuyIno9YMLYmkQkWpO2qq1qG+tRfaSSxU3iWm04uV0ZdW06uLHI5VXXb3XN43ijjg9sHkYEcGAt8AzfRf3crJZn4o6kqMgeplcDejXj56ggfq6MdVCy4YsNrKfTIeJoVJLlqgbpqn7lqHDmr8pydM3Ji/uuPjx+ZXIlXogX4t7pvavjs9ksFotFbG9vx32L++Jb+9+KK5MrcXZ69tit362trSO36HGJHiXfYrGIGzdu3NGffevFK6+8Ep/73OfiTW96U7zrXe+K+++/P/b29o58IQTB57838tzbLzmPGjNa0axKnqpsK6rYI0OrjV55W8Suel65mryxjC2imteaGxMGNgeDAA6sBYwWuQgUD7JMfNS2uu2XUGUq+VqDJ9bJXy/JY/jihrvVzW0pp8HHlT4qryOhWF7ZWxHynogGosdJMDk82DqIecxjZ7kTBwcHcfPmzSNfqNjb2osX48XYj/1jhNLZ08myXC5jPp/HjRs3Nv75v4jX7PHKK6/E448/Hs8//3y8853vjAsXLsTp06djd3c3dnZ27Fdasv9Xn+5zkz3Oo44j1MSpitBVaS30EkF3zI1lXF5dh67+iiDzPo8PveOaysvj8MDmYhDAgbWAjiPJIDsNdgbqeUHMq2axPFhVy6hUUUhXd5bNF1T4GBNCRVRV287BKYLbchgoE+dRURxFjpXTcKTKOXMmewrbh9sxi1lcX1yPnf2duHbtWsxms9WbvzcWN2IWs9hebq90R+evnHvlxPGN4oHXcenSpfgn/+SfrG6z7+zsxM7Ozor47e7uxvb29uoTcovFIu66665VxHBvb2/1NncuLr1cLmM2m622sT8keYw4+qnDxEn6uCN4LeKX45FrY50+4saQPKbyVjK439xWhBivDx5/lX632wYDdw4GARxYCzwQ5X46AkUw3CDamt0qwhXhPxPnCBvffk1w5E8RxR57OD2dvk5XBUfsuB5H9ByZ47ytZwAdIUzZ7z68O+49vDeeWzwXp/ZPRcTrb4IvFot44eCFeNPWm+Ls8mwsFovVs5v4zBraorLJ4eFh3LhxI1599dXh2AQODw9jf38/IqLr83gY+cv/JIE5wcv1HXPSlOQvCebu7m7s7e3F1tZWzGaz2NnZie3t7YiIVX6ORmKf46gjooc8uTKttBbUeHCSulvktVcuN6FUxBDrxXOKz2gPbCYGARy47cDBST1Th896cYTMRdJwuxV147yYzoOrup2riKKrG5+ncRE3JQfbq+UYeiKCrhyTNRUh5UhOBUeyj/wfLuNdi3fF1a2r8c35N+PeuDf2tvZif7kfLx++HKcnp+O9k/fG4eK1yF2SwOVyKYkg24Ed33w+j4ODg0EAbwNUXzw4ODjx+oocKeb9jDpmdBI/GZhRya2trdjb24vt7e0jZJEXGM9fXFtUPefm+j6nsR6tyRvmqa71zFtN1jJP9Uygqyvi6BvCLoqPMg9sLgYBHFgLijTggM8zZiZYmB5xfKBSX4TAgZsJDN8OqWROsoGRymoAV4QW62EbcF34UkMraqHkUIM9prV0dvlcRDHzqmPOKSKBOz8/Hx+efDiemD0Rl+aX4uV4OWaTWTy49WC8b/K+uPfw3jhYHKxu36o3uFUE8KQRwoHvDFp9PKOSPeBxJskdf3UmyeRisTgSecxb3qdOnYrJZBI7OztH8md9uY3XuXthgsednmuaf5mEuslmyzYqvxojMc+4XgYGARxYGzm4uAV8OboXEceOKbLlyCUPXi4qpD5nxvUjeVMvfjAxVYMpy+aIJEfLlDxKVtaz1Y4q34pytOzUA1zyJ8nu+cn5+NjkY3E1rsZ8ax57sRfnDs/F1nIrDpYHRwgjfhWkh/yhjBkBHLgzwef/Vm9d8riERA8JYD6ukNFF/J71zs7OKv/u7u7qVjYSTfXta5QB/3GS25q8Ortg3e4Ypp/kuh64czEI4MBtgbrNg+kRfQTFDWA5aKlbtvx5NRxY86UOJksMdStXRS85r5KV5cPjrQhjD1RdKSOm9+iN5bIsOkh1HpU8KFM6sSSBERF3Hd61ur23+Bd/mF/9Rhxff9E5vOHQBnrA0bfb8QwckkkkkhhNzPS8dZ3PSe7s7KxkyFveeFs860Kyym23oocqOjmulYGIQQAH1gTekuE0ds6OaGReJlz8QgaTGUXAmMDgQK/kYjC5qm6tcJ0cSeS3ICv9nT7KLtUgXpFstCO3UZXBurEsfqUDSfhisVjVlV/5wPwcCcXjmM7HK5Kdz4wNDHy7sQ6Z5OsZx9McQ5BMqgXT81Z3/maaIqBYPiJW1+rAZmIQwIG1oZ6LS6jZJx6LiGPEwL18Ud2aVPvcDubLXyRpFSFUZdVxXOtOHVf1Z7p7a1rp04ooVvbIOrCu3ggh1oUEO9Px3KVzmc/nRyKxKirKhI9t44h4/uYLAQMDbyS4/r5OZBLJIUYn8XY2Pjs5sLkYI+bAWnBf0EBypW5d4MDnntWrbmliPUxQTnJrFuvlSJiLWCHxYVn5VrLSmckcRxQVqXMkT+WpiLOzRUUCK5LpSBo/T5n9gG9lqfKVjkoujJQouw8MbBJctHxggDEI4MDa4AepE4pYISlx6/HxPhNJR6AQirDw7eSI40SFZW2ROdYVZ/B8W1w94N07UDMBxnrU7W3WWcmK21xvJSfaDveZuPEtYraDiiD22IYjkBGxWqg4PyH3ncJWRPxgRDwUEc9ExK9GxFhpbWBg4LsRerXXgTccfu7nfi7e9ra3xd7eXnzoQx+KX/3VXy3z/8qv/Ep86EMfir29vXjsscfiv/vv/rtbapdfhsDbDdViwlk24jgJyzw9twjxON7yyDdLHSFSBMeRK3wrlWVTkUMV0XL/eBy31ZuwLK8CL6jcQ6LYNkpmpQ+2qXRIPfAtX97nNLcgtGoXt0+dOhXnzp2Lvb09qe+3A5+IiK9GxGcj4u/8i9+v/ov0gYGBge82DAJ4B+AXf/EX4yd+4ifiL//lvxxf+MIX4gd/8AfjR37kR+Kpp56S+Z988sn4U3/qT8UP/uAPxhe+8IX4z/6z/yz+4l/8i/FLv/RLt9Q+kj4XAcT/LMO3YXM7y2I9+Mvt8W1ZFdVT7Snyo2ThbRUpdAS1SsPImDqGZRWhc6RQEVUE2kpFUxWUHOqfjyvix8SQCavbVnok8EsV3wl8IiL+vxHxJkp/079I/3aRwMlkEqdOnYrz58/H2bNnY3d399h6d/jP18bAwMDmYLLsvQc18F2Lj3zkI/EDP/AD8Tf+xt9Ypb33ve+Nf+Pf+Dfi05/+9LH8/8l/8p/E//a//W/xpS99aZX24z/+4/H//D//T3z+85/vavPKlStx7ty5eOtb37p6wD8fKK6iYhGauHCEjaFuW3LduK2eK1SEbrnUiztzW0xuuQw7U45yKifbIyvbim8rq1u3TlfOgy+dOJLO8nMaLqCL+7zNNlTkVBFz1pPT8/fg4CCefPLJ+PVf//V47rnn4tuJrXgt0vem0DPqw4j4ekS8LX7/bwc//PDD8eEPfzjuu+++WC6XceXKlbhx48bKVvzFlfl8fiQim+spXr16Nebz+SpKi/+Zrhbujuh/rGHguweXL1+Os2fPfqfFGPg2YzwD+AbH/v5+/Pqv/3r8p//pf3ok/eMf/3h87nOfk2U+//nPx8c//vEjaf/Kv/KvxN/8m38zDg4O5HIaN2/ejJs3b672r1y5EhHHSQwSBAQvieIiT/isWDoVLssvEWD96jNIbv0s/OX6mAyhLCkn6oxtc1QS61btorxKfiyryC4TJ7WmoZKp0jXzLRaLY/ZTEVbl/Pk5SNxXJKGKViqgzrPZLO6999544IEH4qWXXvq2Lgr9gxHxSHF8KyLe8i/y/crvoxyTySQefvjhePDBB+PcuXMxnU7jwQcfPHI84vg5QyAx5CjufD5f/d+8eTPm83ns7+/HjRs3jhzb39+P/f39WCwWq+0klkwms4/hLX8X8R0YGLi9GATwDY4XXnghFotFXLx48Uj6xYsX49lnn5Vlnn32WZl/Pp/HCy+8EA899NCxMp/+9Kfjp3/6p4+l45ud1S1Td3uyckZZf5KryUR/HzNCv3TBcjCZQzlye2tr64gzUpE7F3lj8qciWtWbvulsHSl1UCSTo6lMuDNNkWlHNLkMnkPUAcsoEqjqRdlUFJBlV7qdOXMm7rvvvjh16tS3lQAev1rWy3ermEwmR75SofpuhJ8Qod2zHoYi+pzGt/gzypiRwySKuX39+vU4ODhYkcSDg4NV2sHBwWrymaSU62s9LzswMKAxCOAdAkUanBN1+VV64id/8ifjU5/61Gr/ypUr8cgjj1iCpPYV6UGi5EhRJR9GlDCKpqDq4AgmkyJOw7LuyyF8G5VJCxNFtA3WUX0HWe23zjnro2RRsjnbVfVj3iraV9Xbkotl3N7ejnvuuSfOnz8fV69e/bYRgWduc75bxdbWVuzu7pZruzk7828PAa/AkwL3z897Rhx9kUm9LIQkEkniwcHBKvIYEavoY+bJ6KR6+SijkYrgDgzcqRgE8A2OCxcuxHQ6PRbte+65545F+RIPPvigzD+bzeK+++6TZfKblwwmO5iO2xzZcpGqPBYRq2gcQpEclVZFFZFc5fOLKk8vkMRi206/itBlmiKiWFYRIWVDLpv1qggfy8xyKHLuIrmV/VVbKj3JvCOlajJw9uzZuPfee+PZZ5+N/f192/7txK9GxNPRfgawfi//9sCRmN7+XBHE2wG89iJej/DzIxV47bfIZEQcy6uIJpNJjCTevHkzFotFHBwcrPLlLeskkEkisdzh4eEq34hCDrzRMAjgGxw7OzvxoQ99KD7zmc/EJz7x+ruGn/nMZ+LP/Jk/I8t87GMfi7/39/7ekbR/+A//YXz4wx8+8ee0kFSko3AL/XI5hHNWVXSRCUQVGcPjSJiQXGBUzBElJluYr0XCWNaKBKnPyLnyqi2nO+rf46SqKCDaQ8ngoKJ/Sn7uO62I5GQyib29vTh//nycOXPm20YADyPi/x2vve17GEdJYFKdn4jf/xdA8vuyFWFrRXIVya6uwZ5zWNVfTQDdhEJNLnMipwgwysBEUuXj/BytzN8kfficYz73mISRo5BIMDnyiHUPDHw7MAjgHYBPfepT8clPfjI+/OEPx8c+9rH4+Z//+Xjqqafix3/8xyPitdu33/jGN+IXfuEXIuK1N35/9md/Nj71qU/Fj/3Yj8XnP//5+Jt/82/G3/k7f+eW2s83QPE/4jhRwNm6ImFugWAEEy0VfezZx7ocsn1+tlA9a+jawHpwn6NaLoKo6ldkbp0ojSJ2vN+yU0U0Vd6KACd6oojc5vb2dtx///3x4IMPrt5k/Xbg70bE/ysi/j9x9IWQr8dr5O/v/j63P51O413veldcvHjxSKTeRU8TrckW9jnX/7h87wTD9Q8nb9VP1L7r165clV5N5hSBxLEOiSPeelZvWe/v78fNmzdjMpmsCGPe8k6yiRFHfIvbEeCBAYdBAO8A/OiP/mi8+OKL8Vf+yl+JZ555Jj7wgQ/EL//yL8ejjz4aERHPPPPMkTUB3/a2t8Uv//Ivx3/0H/1H8d/+t/9tPPzww/Hf/Df/Tfxb/9a/deK20THwiyCYJ+LogKQiXIpYVY4LnUUVgUP5VIQD62ulIyrypSKVjqxWUQ4XMeE8ql3VBsvYIn9KV476Vfqo9h25V3JVsqj2ptNp3HvvvfGmN70pnnvuuXjxxRdtO7cbfzci/n/xnfkSyMWLF+M973lP3HPPPatvIrfIn4OaXLnJXcKd35zYVe2o/uQiitiWmkQ4ElrVVRHE1sRG9UV8kz/XXlTkEPeZNKpjk8nkyNvTeEtbvRiTL87k7e3MFxFHSOeNGzfk+Rm48zHWARy4JeQ6gO985ztjNpvJ77wmePDDwRkHOy7TilpwhI4Ha4wqYjrnUWkuMpJtqW8fV05S6eKciMun5KjkVb/uu8uuTkXw8x/PeZbFaLBrM3Xm9lvEo7IvE/bnnnsufvu3fzueeOKJb+sbwd8J7O7uxkc/+tF4z3veE3fdddeRl0BaNqv6/0nsH9H/sgfvtxYXV5Ettc/bnJcJIRM5FdVDKFLqIm6q3R7y1/Pr6mDZ2b4JjEju7+/HP/7H/3isA7ihGBHAgbWAREA5ezcD50FLzdZbs+6cbWMdXA87Oa4X91u/WSd/m9gB9eBIjNKRgY7D3XbGtpSuXIZl4vp6t6uyrWgMy426Ot2cPqq9yWQS9913X7zjHe+IV155Jb7+9a/bKNQbHZPJJN72trfFW9/61jh16lSzn6mIFZ/P6t8teF4RvnzBAyd8Th6UC3V06dx/eFvVUaXxsZ74iOvb6pjLW+VT1w/ri/mwD+B4pUhw9cb4wJ2PQQAH1gJHgZiEoBNITCZHlzhBMuhIgyJR+OB3yoJlOSrk9pFgORJ10sgJ64/tKj15O/e57SpdydqCi+bcSh3VMTUBUHkrh+7soDCbzeL++++Pxx57LF599dVv663gbyceeOCBeP/73x933313lzPvOVechte3+tJLIq/zjLrnNq6tWU2unCwVSVREF8eOFnl0hFlNqJQcTKhuBTwesj5VOScXy9czrg1sHgYBHFgL6AjYITDpS6LFX5LI4wi1BEymKyLFdVUDm5opq+MoOx/HdlTUs3JwPQO3kxnb7SFF/CZzb/0sK7aL+TGykOm9X/9w0SiuP9tWx1lmzH/69Ol461vfGjdu3Ij9/f24evWq1f+NiDNnzsT3fM/3xIULF1Zv71eRM3fd4HH3z98Qxu8KJ/glh8VicYTcZB48j3ydO7LiInoVyVNQ5Sq7YDlHQlXdVT6u1xHQlvwnOabaxDIDm4lBAAfWgprZqwhYOpGWI8q0nsgY5kd5VH0u8sDHHHFDh+WikvjPbzRXenLbKk0RI0d+ESxbErQeAtwTfXDnyBEzltftO2eLn7nrke3uu++Ot771rfHqq6/Gl7/85SOfM3wjY2dnJ97//vfHI488Ent7e+UkRe0nWhOVvG7zdzqdxnQ6jdlsttrO+vGlhCR/+dIB90OUs9W3lVwYMeOJZqsu/BqPKodpPZM0vOZdv8bJErfDeZVNqmeluW5sj9tuEeuBzcIggANrIQcWNQDlYDOdTo8NYG7m68hhK3qBcC8dKMKkvvCh9lnmdIgsm5OBo46uDQds292KcmkVuVIEgJ1Pj5yVU8d0hnOwVX/o0Qf377333njXu94V+/v78ZWvfOXbtjTM7xdms1m85z3viXe/+91x5syZY48+9EaWW5Mw/MfI3/b2dmxvb8d0No0rkytxY3kjdpY7cX5yPhbz1940xcmGmiBhOyg7E7pWhJ4nlFivOqYi3RXpU/3JEUdn84qc9YDPa4tkOvSMcQObhUEAB9YCO3584BvTVX5+sUERScznohl4G6kikDioq0G+IkPZroueOSeKZR2pcfbBdtQ3grFutIVyhkp3RfDYdpV+CsohtpydIuc9jrWqL2VZLl970P2BBx6I9773vbFYLOJrX/vaG/bN4NlsFu9+97vjAx/4QJw9e/ZIBM6RP2fPivjx/mQyWUX+tre348WtF+O3bvxWPHPwTOwf7scsZvHg7MH43t3vjftn96/6LD4TiGSSn3nDl0TcxA/TnM6KJKk8aBtlA3fsJFG0k/Th3ogg1ttTh5On90W2gTsbgwAOrAV+8YNvc+At4t5Zb8+sG52Fi+65Ol1EwJXpmTmrNQaxHf60FbbtHLGSs0VS+ZNa/Fs5EpXP2YcjOuxcuM6TRDxuJTLRivZsb2/HQw89FFtbW7GzsxO/93u/94Zb/ywjf9/7vd8b586dW63353ArkWaO1mV5jAA+v3w+PvvqZ+Ng+yAePv9wzJazuHL9Sjx1/al44eCF+OHTPxz3bd135KURvj4cKXP7mIZy8u3cTMM2GL3pblKi5KxkzXrxuud81XXCNsv/alxypP+kY/HAnY1BAAfWQg7u+BtxnAi62WzWwYOUcw5uXT9+NiwdGD+Xw6TFRQudri7N3RZK9EbE3KzcRT1azr2HvPbcnqqiSpinira0ZDxpZIfrqKIzk8kkZrNZPPjgg7G9vR07OzvxxBNPxKuvvtqU77sB+cxfRv5ms5nte7cSNa1whIDEMn7j+m/EtbgWf+DhPxDb29vx6quvxnQyjVNbp+IrV78SX7jxhfjje3981R/4NjD33R4iWKWp8QHHnEQVSeS0Kt3ZqJJLtY0k1h2ryKLTq4VB/gYSgwAOrAUkfjjY4/EcyNQK97mP+ZkEcb6KsCjiqQhjHu9xlIpoYVp1G6XXkbl0F3mo5Kn0UqSqIg2sO5JnrONWSIdyto6IO71Zr8qmk8lrtzEvXLgQs9ksdnZ24vHHH4/Lly+fSO5vN3Z3d+P7vu/74t3vfveR5V4qguLI80knDNzOpcWleObgmbj/zP0xn89fexYQ3gi+f+f+eObmM/HSzktxdnL22ISL+5s6bz0RKpWH6+qZMCj0jBk9BA9tx/snIWF8nXAdWDfLfhKbDGweBgEcuC1I8pfbOGjlG4E58CARVANjFUHC2b2LDinCgsd4EFQvgjDRUel4PLfVG4nKVsqRsE2UE0pyzIO8krFyZC35KjLJ9bJ8PUQ0j2MdStYWsVH5HNnJ/FtbW3HPPffE+973vjhz5kx85StfiWeffTb29/etrN8JbG1txYULF+Ltb397vPOd7zz2lY9ED/FmeyhCgNsqgnZ4eBg34kbcXNyM2XIW169fj52dnSN5diY7sX+4HzeWN+JsHP+yhIpotX7V9klITDWhUlDXPZblflpN7hy5VXavCCm3o+rG9pVcgwQOMAYBHFgL1QCUx7e2tlYkMI/zrRpH+LiuinCogZmjDglcj1AN7IrEYF0u6ldFA1uRGDV7TzjdMK3adsfyVz23dxI7820+Va6K8lWkt8cZV7LnPtv97rvvjne/+93x4IMPxlNPPRVPPPFEvPjii7FYLI619+3G3t5ePPbYY/GBD3wg7rnnntje3rZvrKt+VfUxrKM6P3lt4ssc25PtmMUsXt1/NXav767OwcHBQSwWi7g+vx6zmMXOcufI4xcqcoXbnM+VU0TQkUM+5shRHlNyOTupCQejsr+CI4JMGh2ZU+XVNYf7PZOHgTsXgwAO3DawU1aDL78UkuTQRSiyTNbhZrE9A31F7DgttzmqqSIAjrSxDIqwVPqoB+ed82e5srwrx+Wd7aqyCkxEHJF14L7BMio9K7KHZEDl29nZiQsXLsTZs2fj/vvvj6985Svx9a9/PS5fvvwd+XzcbDaLhx9+ON773vfGm970pjh16pT84kbKz8Bz1srHxxQZxEnS4eFhnN06GxenF+PrN78ep7ZOxXw+X02mDg4O4vn95+PN0zfHuTgXi8PFkcWhkbC5bwFn24owunTeVvtcD6LVn5wNuUxvVK2V1xFBBUem1Zqr+Em4zNcr88CdiUEAB24b2Hm0fnObnTsPUuykcCBTS8Qo0qfaVIRARbJYPiaG/Mt6OkLKx5nwKTmVbIrAsd5oN2VXhGq3IhuchmVwCZCTQpF01W4POc9+oeqbTCaxu7sbb37zm+PChQvx2GOPxVNPPRVf//rX49KlS9+WiODu7m7cf//98Y53vCPe8pa3xJkzZ+SLHi07uLyY3xEWJHr8Qleex63Drfjg7INxaXEpvnbta3Hv9r2xt7UXN5c348X9F+PM1pn44PYHYzF/fUHoJHgYSWTip8ggE76Uxe1XhGYdslP1Xden8pirT50DR1rd2ObOnxrXsPxJyOrAnY1BAAfWhiJX1cCOx/mWqYoYYTm1wLIigo6Y9Uagsox7PjB/3eDPurScAbfvImhKf5aFj/GgX0UznK5Kb0fsmIgoWZ0cvbZV8mUbJ4ng4PHpdBpnzpyJ06dPx4MPPhjvfve746tf/Wo8/fTTcenSpbh58+ZtjQrOZrM4e/ZsvPnNb45HHnkkLl68uIr4oT6IinCgLoxW31ft5HWbdU4mk1gsFnHf9L74wzt/OH7r4LfiW/vfiheXL8ZsMos3Td8UH9z+YNx3eF/MF/Njn4Zj4ldFBZn8OeKnjjtdKn1d368mSZlHbTs5uT11TapPaLag6uHxhyeFtzoxG7hzMAjgwFrgARwJGx/PiFCEJ1eKDPEaeorUqcgTf3cYFz/FstWgz4Mlv/F8EqeKujL5zbzqtqe6Fezk5eNOLkciehygsptKyzociVGkpCIqihz26KjkqNqYTCZx6tSp2Nvbi3vvvTfe+973xksvvRQvvPBCPPfcc3Hp0qW4du3aihD2OOjsL3t7e3H27Nm4cOFCPPzww/HAAw/EmTNnYnt7+4iDrupk+53EFi4CpIgMLurO3+++b3pf/NDsh+Ly7HLcXN6M3clunJ+cj1hGzBfzY8SvlwS2/tUn0dR2y36oN8NNInts6+rCvEzKeuXO+np1c3IMDCQGARxYC44woRNT0T8sj3lURMwN9mqAVo4fnSo7QiSLLkrG0S7cr5arYZkqx65u/7KuyvE7B1PJz/ZT4PJcF+rJNmi100s6uS62T8/yO6206vjW1lbs7u7G7u5unD9/Ph599NE4ODiI69evxyuvvBJXrlyJV155Ja5fvx5Xr16NmzdvHvnMXK43ePr06Th9+nScO3cuzp8/H2fOnInd3d0jt3hRx5Sl15lXpNmRv6oOvt7402xICO+e3B1nJ2cjlhGL5WJ1zBE/R/rUElHqH/OobaV/a/yo+iz2R5yctdpVUGOfI40nqVuRyqofVYR1YLMwCODAWuDBkNMwXb3MwSv5I1FTxI2JjCKfnM7ysgyqHWwLF7rmY0xYlsvXPj3GjjOPtyIOqLvSK0J/Qs9FghSBuhVyVOmAZKwiFpXDrerndEf+VFs9dWP+yp75KbRTp07FPffcs6rz8PAw5vP5sT4/mUyOrJHHNkC5lKwt9ESoVL08mUC9GfxpttSXXzDi67fnuT8mgli+IoAoCxOlFhl0dkCgXVNPtcg9X+N4p0K1zeNTz+MEFUlU9aqyiiAODEQMAjiwJnJwqchOdfsWj1dtYL2cVsENjkginNNQ6fzVEySJ7NjyWO6rSFmLFOY2kxJHgpWePeRZta/IsHOWPQ6mFYlggtgia7fLmSmS3FMGI0P8Wbaq32V5NQE5SbsouzsvVbtOjsyP/RX7NL5MpNpxJFARv+oN4IoEKgLNNmzZ0/XH3ObrmyelOW7hYwBVdE31M+5vrX7TOsb9YZC9gQqDAA6shRzc+RaqInc46KnZsCqPZTNv7jtnrQiEyxfRvoWJedIZOCKIb71WMmZdymE4Qtjj5E9KXrCenjYYaGs+d46o9RK46vyybMqRVkT0JI7xJDKibM4mFRnjOnsiVU6OHjvzNckTNCR9mV9dX6ynIoEnIXd8S9jp1QLq52zlbJo6ZhSXr2usS01m3LlVtnKyVno50snnzo0tgxwODAI4sBbUwJb7+OucBQ5QKoqI7SgnleWSlGEZJGPsRDGSoepEGXgwReLHa2uhs8xbQuzg8BaasxHqrZwS21+hVRbb78lXtaNkOSnRcqTlJESx6m+8fauo7F8RC0cOsBxfE5nOz4hyvUzcnO1YBtUWX58RcWxiUxFzR+442lfdAnbbioApUoXbPLlUduHtHE+2trZiOp0eIYHL5XJ1y3+1PA69cOaIqhrTML8jge7cqHzVeIJytF5iG7jzMQjgwFo4PDxcPfOWQKcRoWfFapDHPDywKafE+4r8YRtcjtc7U0TGEYmIkFEBbgufC8p8+C1XbgvbUN9VRvREMZRzV/X0EMnKLqp+R2gRSp4WgVFRDUfslP1aup4UFbmriJ1z4k6OHvlVm7mdx7htdf2wLpmvIvu8rYifIoKOBCpiVxG+daCuxclksnruM795zPKrCaAj1r1LCKm6ej4xqfRxfWsQv4GIQQAHbgPcDJfzKAKIDini+EPnztkrYoB5VLvO4SkSkum87As+1M/OUOkWcTQSiDpg+Ra547xIYJ3cqq6KyKk86reyL8uhCJAjDy2n1MrH7VVtoq4nAdrB9TlHwCs5FKo+7vKwrK3IkpKR667OmZILr+XcV0SwRfI4zbXr2q/ycH5lw7zet7e3Y29vL6bT6eqLJ6wTyx3hJ7OVPI5Icl1OZ3WNOII/MDAI4MBayEEwUREpHgyZ7GF+3FaOMAmOur1T1YcDas6s1WCJRAdv96pbQryEjSKwSNx4QK8ImXrzWOXj9qp6lcNzJLSV1iKuFbmu6uHzWcmvnGEv4WMizvl6yGYF1SeUbs5xO5LZo4+b4Li+6ogg1+/S1CRP/TvS5IgU53HHuI4W3DnMPp7XfBLAra2tI7d+8eWWiOO3ybE+Pr+uDygSruDOUavP8IRsYLMxCODAbYVzIkwS3fN+WIYfPEeo5/uybq6T68LjPYQG60angLeE8rNXri6MhiBhxLzslHkgb5EtpVPl4NS+SndRIDzO7SuZWrK7vEqvTHN1VSRH2bkn7VYdJpbvsY9y4Os4bNdu1ZaSrYcUOjKHE0VMw3KqrEOVVxHfakJRIa/3nPRFxOp6z+8g4/N/rYmMO+aILI+VPfqo8dBNdAc2G4MADqwFfo4O0xHowPHbqsrpYh1q0MIZN79wkduOEDpCkwNwi9BMJpOVM8ilP5L4pW6KsGKb+HUFthGCnwHk+rBe3nZoERo+pmxSoZWvFXHqISsVgeIoiiN/XK4lZ0UyW/q2oj2urSqSU8mr5OypW0Wt8reHQPI+Ej31r/Il+PlhJpQurdK/SlP9Pv+R7DkdsyxeK9zfemR16CHh3FZ1XgcGIgYBHFgTPHgjaXEki8EzXCaIme4GbSQpOWOuIjlcn1q6hfNkWXw70L1AkreGWH62F7ep2ms5/ooknHSW3yKEFRl3pKsia6h/ldf1ASYpDlW05CTkrofw9bbNfdLZoKdOl6eXRLs0tjVfV9iOIoJ4feEvEzdH5Fpkr+ecu7EJ8ylb4P5isYiDg4OVnryuYf7zLWHWo4eIsv4RRx/rUHZq1aX62cBAxCCAA2sCHRk7iZ5Zq0pzjt05Zd53pCjLY6SQ8ygZOE2RwvxNO2REkp93cnZh0uTIqtLb2RnPi9vnLzrgNv5XL5VU4DZPSqAYLcLUQ9p60tT2rRDqyuG6+lpOurc/OKj6XaRPET1HyhyBVERPpXNZRTZ7CFPvfurN+qGeebsXX/zIiCB/7zjzO11vRU60A45dPdG+nmODEG42BgEcWAu8DIwavN02AqMF+HJFxPHBriKJTFhUVAGhooMM1g0He2x/a2trdTsYiQ+SlWopCCRcWR/LyTZw9bj0fI7J1aPIn6uXjzvnU0WbqrXTThKZU/Jx/+A+U7XLxFW1U9lZkSKuR5XhtCo/y9Tqx6yrk6klX3VN8Tb/c7orr/IrQog6tQh3i+yo9TmRAOadiSSASAIzL7fnbFXZQOVFPVvjAPcJTuu1x8Cdj0EAB9aGIjWOsKk0N7BzfZzfRULQASMRTAKmnuWp5GPih46helFFpSlZFZh8ZJqyj5Id83NZRUwVEUQ58N+VUzKzPFXEThGrihSyno50VSRQyaX6jZNVoeqT2FZrMtLjoLGPYlu3K+qj6nH9WhEaRwI5T/Wr5HbttEggllH2Vv/4jC9e+/nfigIq+VV6dV072zq7uDIDA4hBAAfWhnJw7Iwrotd6GSKiPXNVjq+KqvAxNfuvBtaMBvCn7tIBqFu/1SCOcrkV+l2UpyJv+KvKqNvXWA/Lo2zsbKrk5TKYztutaJbLr/qas5nL15KB+3wFl69F9Coyw3bGtNvl7Cvy2CI3PYSlRWSq60+16SaE1XHMxxO+vJYnk0nM5/NVvry2Fflz/9V6gUpeZT83eekhgoweojxw52MQwIG1UREyHuxO6mDV7DwXZM3yVcQowc/79ZIMPs63f5XcHAXA/2rgrSJojsy66JYjkKqtivSpSGDKxGWV81WRNtUfuExFEFW7Lj87Taz/pASzp11VthXx62lX1Vn1o1Z5136LTLaIhSMwvK0I3kkIX7VdEUF1PtTkKY/jCyyTyeTI9Z9v/HP0T00KK10Y1XljmXvqY70wrfcaGLgzMQjgwNrgZ9XUAKiIQh7DdbTcwI3PBqITb0UD8pdfTlGEoXLoWAYHeRVxbEUDOD+DB3nVBsvG22nXHqiIoSKC+K90UTqwfJzuomOcxnorW7gyTEJdfq63pVNFZF05lX4SktVz7vm4uzZacrVk6pG7Rf5av7mNuvH4wnpWZVUak0K0D6/Zyde3u/VbjSVsD3U+uI5WP3BQcgzSN5AYBHBgLfAghmnuA/aIPIbr+LXawXIVacxjvPyDW0Qa5WYZ1cPhFUlAR8COwcmhCJ+yQ4tQ4T5vs95MdjgffgWF8/DyHo5oOSj9VDlXp+tbjsSdxPExIVDl1XlQ5bg/Vn1WQZHYithyGTfRcG25NEdQKuLXQ2Z787Zs5MpWj5hU/c2NE0wAFbHFdt1x1q11zE2iUw9Mc9c3YhDBgUEAB9YCOjkcqBRBw5kuDqwtMsXEBt+25TZYplbEB8swMVIRLxz4FblQTq1ybpXeSj6Vp3dwV0QTiV6CSV9+CYHtjb8qKnMSnDSipiI2lRPkcqquqo1eubG8S6vIijruJgaqnorQ9JDPimRgOh9rEVouo7ZduR4bV8dbBLh1rllHRex6v3PM5ZxNnI49fbHStyKEA5uHQQAHft/BzpiJYISPnDBZiXh9Bl61w3XiPuZXZE/9Y36+/avawl+OQPTI6Pb5mBvIqzxsU3wRhNcy5G8fY/1464ujrNX5cajIuUOLDFa2dnUr8ojlKgerbFCdW+WwVX/tJTCoF5epyF9rooRyOkKpfit7tIify1ORRB4zlLyqjzh9HCFu/Tv9eTFszofng8c5ZyMlK/d716cHEdxsDAI4sBZyQHEDGw64Efq2ihuAFanK40g48A1e3HaET71ly0SJB352MvxMoXNYyum5WTi3o2zo9lnuFmlSz/Yl2WPipwhg2hkfjleR3BbZwnwtx6Tq7ol6VHUwHPFxaT1tJjhqrIhCTwSuktkRypZ9HJnjPE42R/ZUXT3XSPWr6uFv8TpdXR34DLL7deSuhwCuu13p4XRVY2m1PbB5GARwYC1Uzkc5TxVRw/IMN2Dj4OzW9cN1+pgYsZxc1hEQJH9MblmGSrcquqOITkWsOB+2UREwdgT5n2RvNpvFbDaL6Wwar26/GvPJPHZiJ+4+vDsOF4fS6eKznK5tZd8e4oq2Ufr3lm2lnbScI6a5zeWqOtx5bUXoIo7buOfaqtpUqPqdirhxuV7y1yNL1Yazv7uGqjZcJK4ifSqdjyu9cTLdqy/u4/nEZ7DVuDkwMAjgwNrocUicP+L4rBvrwkGyigqq9tghueMJtc4dy4Qy863QyjlzWyhL5aScI1Qv1rDNVL1OJ9Y7/2ezWWxvb8fV3avx1b2vxkuzl2Ie85jGNO6d3xuPHTwW5w/OH2lfOZceItFDbrisImRYV0V8Ea1jlTzYBn/RpCIhrg7XV1t1YHnVd1RdrclLj4zqGBMcTHf6qPy8rcYC1M/J5fqjixy7KKgjchFHCaIjeq4+lrnX1pjm9ONvrKvtgc3GIIADayHXwuKZJ94adMDbuEhuGG4gdESDySTvu1vEmLcaJFkeFQlzjrtFDCpHr6KrKvqp2nERTUeYtra24srOlfid078T+9v7cc/WPbG93I4byxvx/OT5uLJ1Jb4vvi/OLc8dc3b8ObxKHhdtVbo7uAnESRwdy4R9zJEFLuv6KfYPR84yf14DLcJXndOKDKvJQk9fUWW5brffk+bIaItwuvqwXqeLqt/ldW0tl0ef8a3yuvL4y/bNYyqKp/Tj83erk5+BzcAggANrg0mJe0mDB3le+++ky4lw1CWfXVNkUJE9TkcnnfUpuZUDVbIpuMhVlabIZaY58umcgHM0x+SYRPze7u/FzenNeGTnkdjZ2YnFYhGzg1nsznfj2eWz8Xvbvxc/MP+BmBwef5PYRTJa+qtzz0TGnUtXZ6a1nKHqC64NVT+20zqvLdLo5EcbuMXIlUwq3V0DleyKhFRyqzqqem+lHmd7R46qNloytghpz3l3dXM9KhrZIuetCcQgfQOIQQAH1gIPVEzqXHShIgU9z8AgCcoBz93yQHC6ijoiueLnaCoH6ZwYlnXRSeXMVQRV1VE5dJaNyauqJyLi6vRqvDR9Kc5tnVu9BJJyHh4exrnDc3Fpeimubl2Nu7bukuesJxLXQ/Z7HHarbK/jczZU8qq2esgf1uPIa0WwFJHk9BbRWVduR1z4t4c8uXJVdKsieU52JwfXX52Dk+igfnm7FTnGfCgjy9xDFnnsGBgYBHBgLbSiNDgoueicGtiVU+KBLuJo1BD3MxqoZFXkRw2iaqDliJuTX9lAbauB2x1nMIlwRFXppfTD//3lfsxjHrPlbPXRe2x3Z7ITl+NyHGwdHNO3cqIM1V/UdstxnZToVeDzq9rh/YrotOqpiKBqoyVP1Y+xjOp7VRs9eZ1ct3JMtaMWdW71CZeuxpcW6a5sps5FRUj5mmNgnz8JEeXrOutSEe1BBDcbgwAOrA0cWPAWRJI+BKcvl8tjL1ZknSchAFgGPxmHa9xhPvznOpjIVKS1crTORsoeTj+uFwkoRlt5aRsnj3Ikh4eHqwjfan8xja3DrbgxvxHbW9srHTICuL/cj1nMYvtw2zoj3FbOtsdOTFhdJMTlV3KoNvPfvTXeIl8nibgpeavjar8i2K19la7s25LbyXVSwpJQ50vV04rC9qZzhE1NRlguJZNry5E6tJHSudp3kzlVTvVhNd4NbC4GARxYC4oAsXNKx6rIDNeT5TAPkhxVt3I4iqi5b+NW5ItfsqicQe5nGpNOlV+VVRFGVYeyARNY52C4LiaWpw9Ox7mDc3Fp61LsHuzG4fIwtiav2X9xuIjLh5fj/vn9cWZ+5shXEFRbzkn2Oh/l6FqkqUUUsw4VFVGTA6zPfVqsIp69+lVExJVlGdfBSYkfpmEf4OtSXaet+plIuX7grn93nXC+FpzcSj7e5jb5KyJqm+2gdO29tqt+pSbAA5uFQQAH1gIPQjjIIHljoqIGcUdwcNsRORzMMOrH0Tz1ooKLBio9q1k6Dsw8UKsoJ9tK1cn5HclwZAV1d+QV5c0I3+HiMB559ZF4dfpqfGv2rTi3fy52JjtxEAdxZXIl9hZ78dYbb43l4dFyeH4rEugicbzfilpU9WLZ6vwyacZFspW91HOjrf1evRRZcPVW59URZnVtYTlHPlvkXp1vt99D7FAGzMOyu36m2mO4SJ87lxU5dfVXNnF1qrJOzmpi1HudDGwuBgEcWBv8VQx+Ls/N/p0zy19+y1eVY2B552BVZI7z9ThMJQsTWaWXcx4tEozplbNw3yl2yLK4dM9isYizN8/Ge6++N54+83S8PHs5FluLmC1ncWFxId62/7Y4u3825ofzFQHE3x4HzE5doSJ/Ld1cFJAJX/6qr6OwE62WN3IEvUcvVVcrzfWFVt6KXLi6e4lLS25HWtT4UNWDaScl43yees5VZQ9HRqt6lA6tdpxOWI6XHHITQyfLwGZhEMCBtaA+ocQzVfWt2ATmceSISaW7FayiPezA8VY03t7FwbE3IsD7VVQO86n8rj1nsx6yiMd7v9Wb/4eHhzGfz+PuG3fHB+cfjGvb12I+ncf24XbcfXh3xDJisVys1oF0hI/t6cgw24x1dA6LnVrl+ByQ7PH3kFUUJe3JXzxx56UHFbFw+VnHXgJ1u2R055nzsKwnIWyO6DgZWu2oyKaLBCo9Kl1bZVr6KQLZIuvqmPsyEus3ooADgwAOrA1H7iKOzjbdYMvkLx0vp3N+bN99IQPr44Ev61FEkMv3pCnds04XMXJkEOVR0Ss1uCvCySSKj3MdSf64zKnDUys7LeIo6VMEsIcQtIizI4pYRv0q8qcie/yP5A9/We683c118zqW7pyq7Sof28XlP4lDdxOAiJMRg6qek6Qp8qPSsJw7VtmipfdJyVb+4vVT5XNle9ricVTp4q4rp/PAZmMQwIG1oYhGFT3jAbeKDGX0UA1mjtgwCXB5ex1dysNkQDmOHsJVReqUfJheLUODMvDbrIpMsmxMYiJe/9KLei7OET8+jjI4Ilc5NcxbEV9F8jlNET73z/qqBc4xut3zJZtKX3cNVCShIvXKZi6fgjqvjsxUZOwk+U5CuCpdKgKtbK/OhatHnQ+8FvjcuXpPSpTVuOl0dPvuOeSBzcQggANroXIwLWKDedUv163WEeT/TOfPzOU/LhHDRJUHdUd61DbWwbe8eUbOkaKWQ1IDPjsiti2TCS6j9EW58Vk3LKdkYBs4Eqj06SFAyh6cH/Mg+XX/TPam0+mRXzXpUP0Gz6fSg2V3UNdAi+y5OpiAKNl6ZXH1KBmrY9UYUfUFVVbJX+nVIq18rngSdJJ+HqFXN2jZsUrDsctdLwqtyYRre2BzMAjgwFpAUuWWx8htdM444GZZdqy8jc63imYhsXK3d9m5qMhR/uKzXmrAVXVwWsRxouCiOmqb26sIdRUVYjI3nU6POQQlpyI+KItycMqB4rlmAuDIQA8qJ4ekj8kfEj/858lB9iVcEFvZldeWU2SC5cV9Z7/KtrjP+ar9ilhV/bDql0rHitw64oaTpeqaw/xK5p5+5MimI35OFyebI6CubUeE1acyOR/+8rXEY9GtXGcDdxYGARxYC1VkpxqAIo4Tg6p+jNzxcRXRSkfPMvKAiqSN60EZq29sqkHcRS+U3biOVp4eEsYvyiR4ORp8DtIRmhbpZtviuXc2qAgApvE57QHqqGyK5G82m61+Z7NZbE234urW1bgZN2M3duP85HzEMo4895ckUOmJ/ahlA7bFSY4pG3F6q7yrs0VEcr9FbHrB15Uiuq06ebxxRFudL9Wm04/lbdlByenSXHklG+vTO3lqEdyBzcIggAO3BdUsGrfd4K72OQ2fB2TCor7Zq4gAkh++zae+x6scH5NaF81hPVp5qnb5mKrbEd1e2VTUSxFE5ZQVeeZlfFzb2F6LBCtU/c45aIwKTqfT2N7ejpemL8XvLn83nps/FwfLg5jFLC5OL8YHZx+M+6f3rz6Jl3ZBm+B+Rf56+oY79ychdz1RM0ZF7nFbEQenE9ue+0urnh4dHNlT7bbSOa0ip45AuTIVQWyRMRexc5HP1rms0gY2B/rTCANvOPzcz/1cvO1tb4u9vb340Ic+FL/6q79q8372s589FtWZTCbxz/7ZPztxu0wcEBwNyTR2JD0kIZ11T4RFkT1uu4osKUeHESBut3rD1znAHseqyqg8/M824ePVMc6T+rl/LofpaTd3XKWpY0o+9UIGyu0WpeZ+Mpm8dhv80tal+L8W/1c8G8/Gfafui0fPPBr37N0T3zz8Zvzqwa/GC/HCkf7HS8WoNQSxjeoaUWktQqCA1+JJyV/mcX2J86hrW+XjbbVfycO/lQ1dnZzOX+PouRY5v7sG1TqYlV497eO4WF2vri13XZ+0fw3ceRgRwDsAv/iLvxg/8RM/ET/3cz8X/9K/9C/Ff//f//fxIz/yI/G7v/u78Za3vMWWe/zxx+Ps2bOr/fvvv/+W2seBxUVBIo4+/6Ve0og4evtOLe2S+bOOrFe1lb+K+HG+Ko3lU/k5CldFDbE+1b5701e1WzlfFRVFebgMRk3Z+XB01NWrwLZTkUpXR+rh7IvyVuSc++UR+08ivrj4YtyY3oj3XXhf7OzsxP7+fuzc3InTW6fjqetPxW8f/Hb80PYPWXK3qovsi+30ECVXnvtQFfXsabcFJh2ISheWA/NXZEeVq9pTpKhXL9UW7ldrkvamYV2Vbqp9JUtEO9LdEx1OqHFnYPMwIoB3AP76X//r8e/8O/9O/Lv/7r8b733ve+NnfuZn4pFHHom/8Tf+RlnugQceiAcffHD1P51OT9w2DzT8ELzKpwZMFUFhcuC+5YuDH0cmemfJKLOqy0UJcZ//q2gA2wMjWvhbRbIqwqWIhdPbyev0UdG6nsidapfbR70TLkJYfX1EnROn38vLl+O5w+fiwvaF2N3djdOnT8fe3l7s7OzEbDaLe7fvjWcXz8bLy5elPbm/qMWkq/NfnZPqPHK/VITNyepkqYhjjw7u3Lp2WvtYvnfCUclTyY7pLrqNMlX9u7pmsz8nsC3WuWpP5eMIO+vaY7OBzcEggG9w7O/vx6//+q/Hxz/+8SPpH//4x+Nzn/tcWfb7v//746GHHoo/9sf+WPyjf/SPbptMPEgrQofbSPDQQam3MfF2W6Zx2xH6wXhHSFsRMlVXbiOxqGbgPGizs2Z9uE7nyFwbztE758JtOOelnAwTNFUH18VLZSgSx6TYOT6lB7dVkdWby5uxv9yP3clu7O/vx2KxOELk9rb2Yh7zuLm8aZ20QhWRRnu7MrxfOXWWp4psu98WTkK8MJ/r4731q32+npWdWvao+ozqsz16uomcqoeJoOqbTkbVvhuX3PUyMDBuAb/B8cILL8RisYiLFy8eSb948WI8++yzssxDDz0UP//zPx8f+tCH4ubNm/G3//bfjj/2x/5YfPazn40//If/sCxz8+bNuHnz5mr/ypUrq20eXNVtUsyb/5hPfZ8XiYyLyqlBXpFLFVFMKMKniGSm8+1QR3YrB1QNyKwX24FvC2VefjGGF9F2JFVFOblORURZX2y3dZuQ09a9VelIDMqNt9bxOcbZ4SxmW7N49eDV2Luxt+qL8/k8Dg8P48bhjZjFLLaX25bYOnLqzntFdiqC1Ntv+NyirdS5rvaVnIweosJyVrpU1wMed2VasrNdlM4sp/vFOrgvq7Re2fiaymNcnu94OBldmYHNxSCAdwhapAbx7ne/O9797nev9j/2sY/F008/Hf/1f/1fWwL46U9/On76p39aHlODMA4wTMRQPnWs0k0Rs9zPNpm0qOhLlY51cJtIXJVOzpm0BloXPWSnXZFVJDiVU0cy1PoywEmc6kmciSK5rh1H8NAm6vEAVQYXuM63eu9a3BX3Te6Lb+1/K05fPx2LxWL1rd+Dg4N4Yf+FePPWm+NcnIvFcmFvd6MejhCybMpRt8iwI5g958S1x2mKTOS2IjiVDKrt6nz39kGXpyVPz7Xozl+P3o6E9+73klt1LtzYwPr12mLgzsa4BfwGx4ULF2I6nR6L9j333HPHooIVPvrRj8YTTzxhj//kT/5kXL58efX/9NNPR4R+wJvJX8RxEpXkgwcs/k84p9ATcXMEFdPUvyMpuXiwkqeKflbOqOU4lT5IPri8IsiqHeXIsF73tm9CHed2nFNv/bOuTm8ns3u2CvMsFos4XBzGuw7fFXuHe/G1a1+LS69eileuvRIvXXspnrr+VJxanor3Tt4bi/liFRVUbVTtq7eW87y4Pl+dpyzr9FP27yE+7hflUi82qOuK5Wc92DYVqeI61K8qU+nZ0/dU3e5cYr6q//N29aiDqrv1aATaFfXlegYGRgTwDY6dnZ340Ic+FJ/5zGfiE5/4xCr9M5/5TPyZP/Nnuuv5whe+EA899JA9vru7G7u7u8fS8a3diKPRM0dCqjSOdiX4O7z4/VU101WRMBcRy19H6lS0RhFIdOLKOWF7Kl1BkWmWrTea5sore7NM6rYzljtp1KrKW+mj+hXKh3KyM+f0JGkHBwdxz+Se+IPbfzAej8fjhf0XYh7z2J5sx4NbD8b7tt4X9yzuiYP5weuksVi6xjnwirioqC3nUTZ1tr/dDr73/LXIzjrtRhxfq1P12R5bKMLaK5/qn64NJZOL+Cm4c6zGO9e+O3dO7oHNwSCAdwA+9alPxSc/+cn48Ic/HB/72Mfi53/+5+Opp56KH//xH4+I16J33/jGN+IXfuEXIiLiZ37mZ+Ktb31rvP/974/9/f34n//n/zl+6Zd+KX7pl35pbVnQkfFyJryNZdytVRxAOUqinht0+XGwc0RUEQcmki2yU0VAFFnLY8p+Kl9rNs+k2ZFeltURTMznnn3MYwg8/45It9p1cHooe7GzS3lStvyqx3w+j/NxPj669dF4ZfpKHEwOYjd249zhuYhFxP7hfiyXyxX5Q+LX+6Z25fBbDr2XXLt0d944f08f7yV1veeyVWeLwDmy7SYsmVbV7fpkdT6dLmjPHtJV6X/SMYBJqLLBwOZiEMA7AD/6oz8aL774YvyVv/JX4plnnokPfOAD8cu//Mvx6KOPRkTEM888E0899dQq//7+fvylv/SX4hvf+EacOnUq3v/+98ff//t/P/7Un/pTJ267um2Vx3ANNiZxCPV2r4qMuEGwkgkHPYxQMolRg6N6y1e1icSXX8joiZAtl8tjpFaRHR7U1fE8xrqzXbnOihy4c6jOj3JCVdsOjnxzP3F2wHOhnHG+8Tufz1f2P704vToPB3FwpGx169mRQLRDBXXc6cu6Z17O0yL8rb5zEqj+5OyhCG+LGPcSQ9dWZcuT6OjspMgz/qo+z6SMrx13jtw4yWkRJ5u4DWwWJstbuQoGNh5XrlyJc+fOxZve9KYj6wdmd3JEhgeiiny4Mryt6lHH8LYx/irSp0iTgooUZJvVmoitlxZYpx79VXrE6+eCSbCyFd5qx+MtUqHIoLKtclz5y7pWEV6WG9PyHz8byP+cPpvNjqQxwc3fnn/My+VvFS1CycRD2Q37Q3XNIbGt9FfHVD0Vaa1spAgf66lIZqs+d02rBaBxG9uqdG7JUJFILqdeRnPXIpZXY1rE8WtqPp/H//F//B9x+fLlIx8FGNgMjAjgwFpAgsBOhclXprVm4c455TG3ILQjUNVs3ZXlelVeJnksZ6s+Jj89BAGdB5NK1w63peyadbDtVVShOmdqm+VWNlFkRr3VzPVVRD330bHn+cq3fBPz+XyVxsRY1dlLApV+PfbEY+5csL24PqUDkkB1nrFPt2SrdKuutRbxUcA63XOAjgArsqjyV2OT06FHdszDhJUnWKpNZy+nu7pOuL6TjDkDdy4GARy4LeBokSJjuc3ON1E5LqzL7VdkQJFSVV5F7RS5itCfNuNtfilBzcyrZWUcyWuRKdW2y4t2UVBRC4Qrh8cVIa6cdaVXjyxMfNnZIZngNJystCYqivSxg68cbS9xcCTAkRWVBz+xqEhutoNEWMlZ2b4iv5zmzn9FtFAfR+AqtPqDk83lc8d5XGEbKNsq0la1ofSprnul17gFvNkYBHBgLbCznEwmq+eqctBJh8LPAiKqAS+PMwFQZIr31RvJLafC8qjBXEUAWhEIlV/J7MopOdSby/xWtnM2ebuTyzsZ+Ny1zhmjl+y4tJbDd9EePme5zh/2UexTzomjLBWpUWQQ86hJUq8t+Jgj9kr+/Odb4Shrvt3cmhA4suZszjbp0dWdd1emNXb0lFMTDJefyVamcZmWHXrt4WRhwtjSL+J4FHVgMzEI4MBaSIeCA1B+wi2P84DKx9D5chrm49tWeYwJn5KRl6thOTgN66oICB7HdByInQNCEqaOVwO0IpxM9JhwY70uQsA6OJlaRBeJKDsl7BM8MVB1cZlEy4mhs8NJCJbliYTqC9yGIwjOqWMakoZqnTaHitCrCQLqmNfqdDqNydYkXpm9EvOteewsd+Ls8mwsD5ert6IT1ScJVR90MrNNWE4FRzKryZKqz5FOLO/k65ER21GyV9cV68XXAdfN5fHxBj5PauzlNlvnbuDOxiCAA2shHQo+W5VQAxiTHcyXg5UiROzMXRQFiQ/LyfJxuZSF5VHOvkW+Mk05UHbOvaRSycykmfMzwWFSi7ooUsgyO7lVXa0oRkUMsF1V1u2zHPxgPxI/jA4zWVL6t6AIoCMjiiCy7O6cqz6ozqEiSltbW/Hy7OX4ys5X4tL0UixiEbOYxX3L++Jdi3fF+cn5mExeezlAtankaeXhPlFdu9V+1uWAdfZcn1UbPOZU8vE5cOfTkTCUz028WuVa1yXXVck0sDkYBHBgLbjoicrDDtcNWq2BnKMPXIdaf9A5xJNsow4oq8rHzg4JMMvK5StHUS1WXdnR5a+iH0wocr96Poz38fywnpyHiWNPdKmqE4+pCDA+qqDeCL8VAqh+VR5Xvney0UsEscxkMomXZy/HF3a+EDenN+PC9oXYnezGjcMb8dziubgyuRIfnnw4zsf5iIgjS+Pw1y/cpOOkhKKHrOC+IpCKgOH1oGTlfunaVPo5PbFtVR9fSw6qrzEZdbZweqgyXN/A5mEQwIG14chfi3RxekUCERzFyrzo4NXtXkXsXBstZ5b1qQWQl8vlsVuMKjrjZvtOTkV88Ri3xcSA7cptqH3lXJSzUWsotoiMg2rPRWpcf1Jkks+JIrcRR0l+RZBdu2q7Z5/Jn7Jj5fAVUTyyPYl4YvZE3JjciDdvvznOnDkTERE7Bztx6uBUfPPgm/HE9In4yOFHjhA/tpkjn6ybIl2KHLdsrXRi3VrEmut3JJLl5PpVW1UdrX6jCH+i521sbA/HI+7TVbsDm4tBAAfWAn9tIsJHxRRpyXR121aVwTRFopgocdSRl6PBetUvEodWlAVRkT3nMJTO3A7rUQ30Tr8KyjEqeZRT5jRexsW1oWR2bbYIn5OxAvenyvE6AlY5ctYttx2RU/vuGuPjVd+5unU1Lm1dinNb5468CJKy3HN4T7w4fzFemb4Spxenj7WriHMLmZdt6iY/jOq64HZc/6gmEK08fNyNNUpm1y+4nJNbrZZQjUO942em9xDUgTsbgwAOrIXJZHLkGcCEGrhxlorEANOyzsoJqzePsU1HXniQ5fKKaCp9XF1Vm8oeLSKk5KrIUIuUpo3VJ+KwftaLHRjftnYO0BGyFqFrOTKVTznGFnqJM+uiZKxIgGoTbdkzoahkRkKhHrPIcjeXN2Me85gtZ7FYLOLg4CB2dnZW9exOduOlyUtxM27G6Tht7cI2UcdQLr5t6c6NI1Q9MnCfUuewylf1e5WOsiq5q0kI307H9m+VkLVsOjCgMAjgwFrgZ6fc7NSlZRmOFKmvVzCYADjHqI5hmYogtiIQJynjZuzVLF0tY6P0d3rjV0+wfnaErWcbUQa3tiHLxOkV0VX2dA641a6DcoZ8PhRxv1Un6oisIjmt+pW+iqAyoUwCNplMYnu5HdPlNG4e3oztxXbs7+8fIaI3Dm/EdDmNneXOkb7JRLIHipA7vbkt1Y6zpWqv6jc98lbtKx1aEyLVRmscafURR2LdGOvaHuRwszEI4MBaaJEiJg55nAck52SVg+Z2HIlTBA8JYf6rFysUccXjnLciUy04+ymCo0itI7dOflWGoxnOYbbarkhKdS5ZTldvJRu2g/XxOWc9lO6OGCpbVGktQjOZHH1uq1dP1lHZCfMeHh7GmfmZOD8/Hy9uvxh7h3sxOXg98r5YLOLS4aV4cPlg3LW4K+aH89WagGmf3Mc6VVsI1Z9U/up6Udcb6srtsX3UOXb5q3PaInaK9GLbSl+nfw9J43Q1WXTbro6BzcIggANrww2ObrCN8LeyqgGaB35F8BThi4gjkTAmgCq/0zNlQbhB2g3+PfbB473kg8viEjQ9EQFFlLlNbLtFQlhnJq9V5MLZk7eriIoiddkHnB1bcrVswrK7vtFDDFvOGUkNp6OOOPF6+/7b45XpK/FcPBfnludi93A3DuIgLsflOHV4Kt4+f3vMD+Yxn89jsVgcI4GKuOS2+qqK0pOvCy5TodXnlf1UWs9YhLdqW9c45qn0cv2t1ffVcawHr/WKsLbGnIHNwiCAA2uByVfE69EBJh5uxu4GYx6sHJnB49wOr0s4mUwkCeS2cZ8HX347ssfZuRl9awBWjonbYIePsiv7t84Jp7cInyI8Wd4tvl2RImxDnW+2p3JqTMz4G8COILo+yu0qGzl5lI1aqGRxumIaL3uT1+T5+fn4vpvfF7+383vxUrwUl5eXYxazuH9xf7xz8c44Oz8b88PXyB8SQCSBWR//sx16CZ267k5il54xBsuqa5bbaMlaydiq30H1a2UfNZa0rnNFhgcGBgEcWBs8o+8ZJBGOEDlCltv8MkOSO0cikfhhWffFip5BHgkKkxv3Fizrqcqq9vA4660iCZnmFr+uSE+CHfpJdGF9evpE5ZBdvWpdQkcEWi9d9NqDt1UkyJXtsYGyKZ/fVhl86SfLHh4exrn9c/ED8x+Iq9OrMZ/MY3u5HWeXZyOWEQeHByuyd3h4GIvF4gjJ49u+/EJDdf24N1pb1zz+qutAEbuI45M/J4+b2HD9vBoAE7CTEF6XXtVX9Yvcdo/ZcBmWf2AzMQjgwNpQM1Hc58GTB51qoFZEh9vhFxw4b+4n6cPvoKoZt7ud4uRycleRCd5nMslpPVEP1JHlVlEBLqscTiWzqw/bw0iUsp8jAMrZVcSuqovRIpmtSFGrzooMMEFyxP+kjrm6bhR5mxxO4szizKrcPOZHiF7m59u/eB3wNqc5Xdw1xVD6tCYt7rrIXzVJc58iVOe/klnlxfpcv+N2VPtYD+vp9HffdFZjzcBmYhDAgbVQDUhq4OnJoxywIlSK2Cg5kvDhtooeKiLLJEoN1Kibi0YokuIIC5OQymZclyMsrk1HQNJWSBy4bW7XER8XVeHjFbGq+pKzeR5jAurWULxdZKyX1EToLzEgeW5NNFQa6oztKFLO5fklj4r85S+3rc4tH3fXjSqD6a4/qOufiR/uY6QMX25R11BF6LEullWNAWpNUVUW06prStnG5W3VObB5GARwYC1Uzp8HtFaUIsFv0VbkhQdTJcN0Oo3JZHKE/CEB5DIcEcC23HdBVZpzaorcMdHsjXA4Atx7rAITJNYJ5ebjjsSzLSoCqtrmcoqUY94qiuLkr/Ss+vBJoCYVLl/VtjpHmO4+f+f6qiJ8TPYcyVMkhO1ZkUWVH7cV6auuE+wjOAlcLpcxnU6PyKDGkZ6+mzbOehSh7xnzesYT1q8ifZwP63STpYHNwyCAA2shBxT3jUo122fggIvlVZ7cxrb4Yfcc3JHoMQnMbZQLB3GeWTPhUI6nVYbzKb0wSoB5VT6uT5E+JaMjhI4YOX1VXsxfkYzqXKuFwjlvVbeyEebrhWr7djhNR54iaoLKuinCwvn4U26ZjnDETBE/3Odtd85dvcouqh+xTqxDRWjwmsdJX45X7hnGShc1trFMFblVebFe1ccr4sZlmDCrvqLkGNg8DAI4sBaqWxp8a8QNPDwIq0WLGUz8uN4c+KfT6bFn//gZQPeh+6wLP8nEA2ZFSiqSqPTB9lgOHNQV+XNt9BBCFWGpCCunOaKoCIsjgZVNnINWOlfyKTLhtpUdWkT4JOiJ+Lhrhp18Lzk9Sb4ewqcIG09+HOFz50Rdh+68VJOk3M9rfTqdriaB6qUhto8ax3ps5/prRR6r60aVU+uMqvHByYrjWUufgTsbgwAOrA132wMHIrVavosCcQTsJFGYPI5ET90Czn0ss1wuV7fIUA9s183WUTdHJjif2lZ1KnJWkUFF6Bj8sgjLoOrE9h2c3qq8inSyHapf1/5JCLCTz523HjLDZVptKflbZLSSR9XVsoMiHUxSOI3Tub4WcVdlWG7uy5WtOT3LJfnDcQDHLPcMH6Yp+2B+fnGsdR1wPmVHtoeaRLFMmKZskcfVd4YHNg+DAA6sBTd7VcerwRBRzWB5kFXfBcbIHw78igRmXfkgOEYJkgziMz4VgVXLRCiSxVDOrWUbRfYq4qPyYDo7bOVUHHFRTpHlV+QF5WmRGYQiuHw+lA49RFfpp3RSDldNDrjfqDacHI5AIek4KVFt2VsRN7dfkdeK3KGerk9Vkxjss9y/sY68/mezWcxms9WjIbwiwXQ6XY0ByhaO/CXUAtjODspuPRMaZ2t37bm+yO23JkYDdzYGARy4rVDEqBr8q9k13upwzh4Hc0X0Mh/f/nUvgeAzU/wWLN8KZgeEaxA6p99D7pwzqJwh/jvnqdIqJ17la9Xh8jkd3XlG2Vm+1Iffaq3qZFnc+aomNqqsqtvdauR9RRpapKCyVVUG9ytiU5HA6vahIkNOlkrmalxQ9bkJTxLA3d3d1fW5WCxiPp8fW9BdEaqWLtkW26QiYOq407+aqGBb3IeVTbjull4Ddz4GARxYCzhLTiesXqKoyjtSoMiWI43qix88AOItYX4GUEWPHOFzAzI6kNagrfRnvRyJ420e/NW6iNy+cgLsUCKOOnsXbVByV8SycrQso0tT583lrxysarcqh21zGaWHk8uRDO6HPUTV1dNL5BUxcdvu19XfOscOTDjxWsDxxp3bvH45AogTxpw4ZKSfr1++jnGft5UMKk9Pv+R8Tmd3/fdeX1jHwGZiEMCBtYEDKoKdVebNgbeKRrnBTeXngc+RwTymooM5uOLCsBj5w8E3262+glA9Y9MadFNOHsAd+UM9Ob8iUywr7jMx7CE4Kt1tq0hIRfRUHoaaQPSQX+dse6AmIbxd6dkbaeL6WhORaoLR0xamq/Po+nRFhpw8lT6VrExwes8bTup4XOB8mM7XuZNLpTndWnZiqMWq87eaqChZem0+cOdjEMCBtaCIX6bzgMODTc9yK3hMEbvc5jSexXP7+BIE1sEDbToM5WzUMdzGZWZa0TL1QgqWze1sl+EIDztOR7hYNkUcnDNhuVv1KAKAdbDdFCpbKpkVoawcp/psGdvA2cWlOThiyrK2ojrqXPCx6rw6gl7p0EP2uU71Vi0/P5twE4GeiUOm5/O8eG2vQ3zUs74KbNcqmq50xDrcc4aqPSZ5CN53n4kc2AwMAjiwNtygldvOMTDpQ6jlZdTAye0yCeE15XhQdgOxihawbpmvIh7sCFnmk+yz8+PoBUYsGdU5UHlaZIJ16iU8yk4tcuUcvXPAKkKkzkOPfAxXh3PKqIMiraoOpTOXUeeqZXc32cK6W5O5Ks3JoCYGnFedyxbZyzyO0CH5m8/nq3oWi0UsFosjn7pTYJlY57RXD2FW/Y+vJWdn1rWauCLcRCx/K90HNgODAA6sDRyY1Lc1EdUM3xGafHuvRw4sh+l4W5ePV4tY97TpSB6TTyVri5A4HZ1sLipWERblZDCPc16VHNyWat/pXREk7iPOWap2KpLK5KeqV527FhHquRaqc6rImpu4KBLV015FXhQJ5eNVPZxWTZpaMrkImfr8XRLA3M/fJIFIBLm9JIuKGFey4uSVyR3q7mzRQx75GNajrg9sYyz/MpAYBHBgLSSpygGGb7Mox4X7CUeIFJHCtniAy6VcUAYkfm4wzzy4rwZpF4FRA3h1K1M5NJWP2+XnJ1U9VR0nIZsJvNXdirxVJEHpo/Rmh9dDVploo77OoSr5lF6Mk+R15RAVGTopSa7abE0GVFqLDDL5c/VFHP8e8UlRnf+sk78KlOSPt5ME5riA0UDWHX9bcuMYqI4h+WtN5lhPdV3zNV/1Fx5nVJ0Dm4VBAAfWBhOUTMNfBb79gemKFHC53OZFjdMRIOHLt/2wfsyfsjsH1/PcjxtMe6Jf6NAd4WXZ1RqIqk3lKFgW5RS4bZW/ApMUlt2RwB6npPL0EL3qWIu89sqkzln+qjaqiQbW10tmHRyxYdlbeVWdrXpd3qrvOdlUOUxTbbH8TP7yGm/dFsU+jGOI2lbjWgU+l62+oMpwO6rP4HJVgwBuNgYBHFgL6czdcikqYuUcQe7zrTgVgcKBFmf+7BSyrryVg/UrUucGb5RV2aBlI9QR7cTlWw4dB25H+vIXCWL1+SiUx0Uo+JxiGXUOnX0qJ+8c+kmclCNxSj7uT9U5YTlb9Tq5XJqTqVWvmxwo0nkr8vRut+psETNXttUHuF9mX89jbuKWx3AMwcmrerbPycrH1PlwNlGTAjXO4XEGTxb53PPLagMDiUEAB9YGD4wcxcpj7NScM+VZNB9TBMKRTqxHvX3Yihqo/5ShtegtO64eR4qDtyJ4qk7OywSRj7FsqZcjiWwnp7NzVIqkusWbuS0+165uZxdHOJVOzsG3yJQqU/UvRwyUvlUeJTe/3e76YO+5rORoQV3zSn7Uy5G9Vj/EMhj552uouq7VHQBnA2UfZ3d1viv7st2Y2KM9eeLrxoDMg2PgwMAggANrAwdndt74OTXOq4iPq1/NiHlR1BbhUo7BPQ+I5ZXDcYM5kyqnLw/wqh2EI3nsVNPWjgAmeEkKRwwZisw43Vo6O0LQS9ScnBWJcP3MES11rlvEslVvb37Xt1vlnX0q/bleNVly8rdIsSI3LF9FlBF8fal+xu2r/sX/nK7yZZp7DhCjjUziUH615A33NTznTNr4mmUd+fqv+uwggpuNQQAHbgvcgKaIlvpkmvsaB7ehkAMn17tcHv3OZ6ZjW+xQsE61jboosqjq4hk8t5v7TOJUBINtoJ4DdCSQz4tybj0OoxX5VDZogdtUZKciBqo+zusIRw8UQeHtypmqPuCIWu+EoJWnh8Cr4z3XgSNrPYTxJLJw/+drV11nSi6lX0X48Jap6stOdrXP9VR9O2XGX86jxkV17UccXx6GH6U5yTUwcOdhEMCBtdBazNk5BB4IMa2KDmG9XCe/9MFOFwd3R8QUGXJOUQ3uSlaWk4nOSaNVihDi4J+6IwnktyMjjr704pa5YL2dc3L6qXPfijoop15NBnhbkZJeuDJKn8r5V3l7yYQijUoePOYcekt2hUo/PsbRr6o+NxlR44Wzidp3hFdN8tTLanxduOPZ7q2SKTdOOHv3EFs10UMSyPVW4+vA5mAQwIG14AhMxHGClHkrZ4HkLOvP8tyeIo2K0PHMHkkRy4i/KU8PKUSdlbNWM3wuowihI8BoC5755/Z0OpVRAV7uIuLop+taernoE6Yr5+70qfRTv9lGtcwOO82eSYUiji3nm3JwW9yPWc6KLPQQNZSBX4LCPFhPRcaZaDpS5SYELq+6ftX1psYD7k+O8CqZMW9r+ae0oZK9us4T/DgF52mNcaxvq31F8pxNuV87Ow5sJgYBHFgLbobOTtARxRYZarWFbeItYC6nBuNcFsZ9IioJI5ZThJDfWmaigc4V6+Q8+ctvTfPMnvMwCZxOp0d+kRiyzPj2Y0XwWC9F1BXRYkfEzrk6/xVQRvVd6R5CyO3yr9JD9aOeelnmCu64uv2pSGrVjiJpTGYq4qPqc+05GyGqSQMfr8heRByL+nM+lofzZb9mUsj53HhSkbEesO7KTpw3j/GYmeMMTxTUORnYXAwCOLA2nANiZ8XOnQf1JDAJHKAUKVLkgr8XjL8OOKgzQXMO3w3y7Lj4FjnbhGV1dlFgAob/0+n0yH+m5wK4juTxr9NfnVt20FWEgtMdyVV6Ohu08lR5K2LCYGLIxBbzcV9Xdam+oPJzu+qYqlsdd85f2cpFMyuC07oukHCxTo6k9Niy0q8ihXjdO70c+VP5qjFHnT91niqClmNl5sGJHrbhiKuTY2CzMAjgwFrIgRMdtnM27OyUY1fO0EVVlKNUdfMxta8e+lYOHeuuHJVyMhzhcE5R/WI7mcZLqXAUYDqdxmw2i9lstnIWi8XiGMlF+SsSjO04KNvxtiJoqK+yFberiEpFqtnm1ecKW3oieWk50R6HXpE3p78q2+qXVT2O5GX+k8iO8rtrX5Vl4tRDeHuPOXLZIoXuOs67B7nP9utZbqVF0NWETOXh9T5ZDjVG5jV+K19kGbhzMAjgwFo4PDxcfas3SSA6Rh601Nu+uK3KKHLo6kew08FB2ZE0loXlxGflUKc8VkERKeUg+W1mrgMHfpzZM8HJ37wVjGWd3i37sk3YlpnGOilnxxFCRxRVf1AOsuoP7jZ9BdcPHEmvCEzVriMwjrw5kuvardprESnVR1UdTg4ksr1tchlnDyReajKoyvb+uuf0lI6J1p0DRqvfch/Dco4csq17+/rAZmIQwIG1wM/d4OfWIvTM3+GkAyG2g3n5t3JCWYeTj/Xg20QqolUN/j226H2+DvVzS8bgLWDM40ggoyLmTkclt7N95mMH1hs5wTrwl8mKi7T01O2O9/ahVnpFJHvsy3X06l0RMYce8ngS4qjqcjJjH46o1ypU12puq3Z5vOjNq+RUULZydnM6cX3VhJP7g+oTrets4M7HIIADa0NFPtSsFY9FHF2jypXJgUwtJM1tKhmcY2kRLJYNyzmH4gZwdEYMF03C8hhRdQ+6OyfIhFHZJwlki7D2kPmqTbQlOiZFuqo6sLxD9YawqrfVHpZj/RXZdOfeESEmkyyXK1vJ5vKrfe7r1QShNSlQbVQ2qCY4LCPbRn29Rl1vFZmrSCnbU+Vv2VeVV+NI/vJkxo1b6lzlHRlHZKuxaGDzMAjgwFrIQVitVl+RNXVLEkkB/+dxHDxxhhtx/BYvytMTMULw0g7OSVR2yXqUM3OEjcsrosq2wPzpBBaLxep/Pp+v8meaIshZ3hGSKj+SuYoYcFm2CR5XEwje5noVCarsjKiIaAvcL1W6q88RiopAK3mVDd31ooiLaqcihlVe1S/5mk8yosifu0Zc26o/Vnq4etVxV6aH/DlZUT83riGQ6KrPbLq3t/kZQHdtD2wmBgEcWAs8+ER4soX77IzcZ90qR5Dt8/Z0OpVkUMlSETsmlphPRTEyryOMSh/WXcmm5OdBHb94kv9I/JAAzufzWCwW5TNLvQSVZXK2xLx47lvE3NWhtjFNkcGKmPa2V5FERQJb5L9F+jG9kq+XvPYSUZXXkcGqLKep9lU9fI3xdmsSodpRzwDjv5LXTRA5j5NX6c590117ivRx3dyu+wY761npPbA5GARwYC3wQM77LdLA5RQ5ym3nPNkpqKVXqoe6mYyqmThuO4LnyKqLTqg22XY8SCs58jcd3Hw+X+XFZV9wH98GVlGBisz1kLse/dn26ty2JhNoK7ary+/0qM5rBeXMVRvqPPcQsVZefCxAkeqKeCkScpIJl8qnJilKfm6rdf0oOVRb7nwo2ZX8ODFqfSGH+3KrXaeLWkzcjUFICnnZLB7rcjLoiODAZmMQwIG1wA8i84C0WCxW0alMwzz8YgIPgi6iUkVynKPB7Rw8MW+m8cPlLgpQHUPd3HGsB51ARUTUs5BI/jL94OBglc5L3CiHoNpyDo3zquOOBLSid6oORwr+/+19e7RVVfX/PPcJClwFgntJUElDGiq+UlBMDEWx0LIcZorXYlg6hpGi4rPSr5lCWWpqphnZ0LIxBEwHZTKMRwkS2KVMUMtQLCHUDC6ocB/794e/dZzncz9z7X3uuZcr98zPGGecvddejznnWnvNz1p77bUZ2dFhscFDGlnQ+aU5yyyEjskay4elD/IwuVnbsPJPI/R4D8bkLYasWjohWPtngwNdDg4AmSzWvcLyZ/dFbFCG/1adI7lDfdlAMGa7tPtXb/jOSKCvByxvOAF0lAx06tZ2KyKF++1h56a/4avDwr8mkqxsq+PEzpXJFSNeeIwy6/KsGQAkk2nnqAtzHOFRdy6XK9h+R8uTy+UKHgWj3Ajm1GPOjhEwixgw8s6OGbljs3v6Gv5Y3pbsFslLGwBgvaQhK/GyytdxWFzriy6oo1VHrI2lkcasAxwWLwtRTbsv0wZnaQSJEak0m1v3uEbawJXZT8/eWaSX2Qzva5Rdkz3973A4AXSUhNChhE5Hb5Da1tbWYR1LSBP+rY4Rgc4MO07WaWPnjiN4RgRZB63j475jAWyNDnPELG/UA9OE8nHTZ3zUg3LpvJjuzMZZnD+THXXDOshK4HTeVp3r/PRn7sI5Ky9GXFl9WDKgfjGCmMUuTB5GKLGdWyTF2g6I6ZgmsyW3RfBRNwxnOmgZMR6Wb92beD0g7Ru9IY5lby1PyD9tP0l2TyCx02nZvRbudcvOWhdd32wGWA+gUc6sAxdH74UTQEdJCJ0V25PLchYYR39JBDtc7cxCZ6cf34a88JyRBU0GkMwFXSxnoQkGkl4soxgnimt/9Eyelgu3NUFSqGdPkRyjHa36sIgqcxIxIqntEY7xcbiWNUb0MIyRaqajdoihzLRNg1m5aAtGJjEvq/6tNoKkiOUfIzuszVqExyK4SNCYHhZhwDC29MHSpRg5sV9gcmSVEa+lETlWL7FjDXzqgflgv8RkYPrijD/TIbT7cI7rG50AljecADpKAnYwmqyJdHzEwTp+6w1g7RCx02ekD89DnmEjZOzMrdE166xRLy2H5aTQwbIF28yeqKMOx44e5WFkCR+rW/IwINFjjjEGVt8ILacOs74FjCQPZ0AYsQz567ahf7rtxEgQys2cdDEkxHL4sfIsso5kLovtY+QN9UASZA0YdNwY2WP563hWHoyYYh6oP87A4f1fTJ2nxdH5sL6NxWf1p+99NoAKxzHZmb64JthRvnAC6CgJuJUIIy1ZRuZZOtYA5qRDJ68deYjLHBfrAHGmSsuo9ytjOmBHy0b17PEcc5psE2otu7aBjoPOW88OikgH26BTsZx60B/LjcEi0UiYtV7abkxPDAuEDmcTMb7On816BLvgp/VYHTLCYrWLAGt2hqXNQiwwHWvP1lIFJltaOZZsWePhPYgyW/XFEOtLMJzd+5YtWPtHnfAJRVpZ+t/qh9gx6mKRYHbvMlvrAXqsnhzlByeAji6B7njCm6cWdGeFeYTrmkjq/DF+jETo8jAd+6avVQ6TH89RVhEpIKQx4mXNcLBjfY6OU+eny9EEmcWzygh5pOmPdmBEhcnK8sxCLkP9hW8chx8jxTp/vW1G7MsszA6YZ7HOM0ZadJ4xsohpMD7eA4ygpBE+S9asRBDTWyQmpnsaIcS2EiNkITyNrKb9i/DtYbQMFRUV+TXQrG60XIzAo44YZtkA73mW3t/2dTA4AXSUDGuUzUbNIh0fSSJhQgITm9EJ4Yz04QwI65BZfjFSxuTA/BgwD2sEj4QpRrYsOzDShcdI1rLMFGUhzLgcgOnB7JdGDNnj4BBeWVkpVVVVeSKo7aMHJEEHrTuuXY2RiFibsPRh+cXsbJEri7DrvLEcRgZZW8HwGKHKQoJjOsR0s+Jhm2Y2xHaRNnBhdtVtPI3UMiKX9oJIzAaoI1sHzPRNsx32xxjuxLC84QTQURKQ7GlSgetUGJHKQtx0OTqd7vwqKys7xNOdXyiDzcihPpjGIouWA9VyZnX2oVy2dx3TPw0hLyTTzOEwnVFXy8FYYTq9nnnD8hnJQBtiO9GzfuFXVVUlVVVV+VlB/UWUsPG1dqpICi192KyLhTQSizM+2kaxNol5xQY2rP6y6KZlYASL6W61rXAtZtc0WbHtZyVALC2WnUZQdV1Y+TMdspI+1ufpYyYPLlNg+ablh+dZ+hFH74YTQEdJQNKiwd4GZDNR1qyUjs9IZSiDfWM0xEHyYO1DaJXJZnT0z3KirHO1nDGb2UCCoPNAIhPsgjZgTowRvxhRTSN+aXqGMnBGA+tNk9WYE2UksLKyUiorK6Wmpkaqq6vz+uC3kMPjOS2f3vyb1U9aWwnXLPulOdkYudDpWdtgRDnW/mLEB+MjSbUGI2k6xPLOQmRi9wzKZMWN2Ventcgve9EqpGN5szywHCTIFqlk/QHTl9UB3t/WljCO8kVFehTHBx1Lly6VKVOmyLBhwySXy8kjjzySmmbJkiVy+OGHS58+fWTkyJFy9913d6psyzng56kCcPTLCJ3urDRBYHu86fSMiLJOGckgxmFh+EWNmD0sB8HSh7xjZMqSiy3uRt2ZjqgrbhOhw/U/s5GlE8vbsq0lb4wkBHtpAlhdXS21tbXSp08fqa2tlerq6vw1vV4wpMMf5h/sj/IjrLrTdcjyxmMcHFl5IYFieWGeVv1ZxCOmA5PPmnFj5NiyZSycxUOkkUpsl6ytFzNwY/lqvWP2TLtnkOjF6i9JkvynHZltWH4+++cQcQLYK7Bt2zYZM2aM3HHHHZnir1u3Tk455RQ59thjpampSa6++mqZPn26zJ07t+iy0SGh40fHodOI8Ec/CEYacFTLOrTg7JGkWLN6rEz9Y7OZKA/Gt/QRSSeEFulkzgZthM4tPAJF8pFG1piTZORMP3JlxE6D2cpy6jo9toGQVyCBuVwuvx4QiZ8mfVabxC1l0kgPy8OaRcS2EMuL1ZF1zsKCHLEZMTYTrmVls32x+om1U5aW5W/pntVWlmyxsFj/w9o5HlvbMDHCljZDifWG1/XLdWyWPRyz/s6qG58NLG/4I+BegMmTJ8vkyZMzx7/77rtlxIgRcuutt4qIyOjRo2XVqlXyve99Tz73uc8VXX7otHBBPcYReX/GD7epsJxy1v+Y80KyaS30Zml0uO5o2QsUmJ9+5MJmJ1kZ2i4xJ2yRUfZoDGXE7WC0PJZNYvVkyRTKQh3YXnPMGeI3o3GfR0Y4w9dnQh5I7Czbs3BdDnOgaPMA9oY5S8/ACBMjj6wdxciSTocE3CIcFtKuF5s21m5jbV/rhOFpJNmSKe2Y9WsWyWfkMq2OLKQRcd1WrXuK6VFKXTp2fTgBLEMsX75cJk2aVBB20kknyX333SctLS1SXV3dIc327dtl+/bt+fMtW7aICB/xBuALITqe5ZRZx4UvRrD82Wwe62ixE7b+GSFB8mE5H7SDCN/6BbdpQRm1XfRaP50Hk00jK3mIbQDM7GflF+JYhJedW28js7h6kKFf8Ahr/ZA06jRaX5TXQhZSlUVurJ8shJCVy0hGCMeBQwB7SSNWtkXSrHNGetLqk+nI4lr3B95L2C7TCBOLEyOgMWKn9bDqJ4s+bJ9QJptIxx0SwnXWD7L/WB/pKB/4I+AyxMaNG2Xo0KEFYUOHDpXW1lZ54403aJqbbrpJ6urq8r/hw4eLyHudSXi8qN8CZkRBH+s4sfisY411/mzWTMNyZCEP/ShTrwsK1/WLBEgIQz7WeiJrVM5mtFAO1I3ZjTmKWOevZdXx2Zo/tjaTlYnhujxc9I5rDC19mD00+WtpaZEdO3ZIS0uLtLS0yPbt2wvOQ/tkM4ZatlgcbDe6XcZmFmPkpxjocvAYy2JpY/dWSJv1HsK0sfCsxBbrPpcrnLllBE/b1pInRoKwXIuMWjIzshWTgelr3U/W/RCTx7JRrA5KbZeOXRtOAMsUVkdtdaRXXXWVbN68Of979dVX8+lYJ42P4XS5sZkmy9EF4OfLrA6O7T+I5WBniddjj23ZejkNq2wkVIww6mMc9ae9uILkWsuP5YWwLESM/etjlI2Rp5gjRyJqyaRl1iSwtbVVduzYkZ+pfvfdd2X79u15Etja2lqwDpKRPZQLr8XWkur2wtptbLYYw2LtEuPqsqzvK7O4sfJicmYhDLF7Lsx06bJ0/8H2ccxCYPD+ickRI1Qx0qV1EClck2e1IUyD5aWF6fRpdRa7d637yFHe8EfAZYj6+nrZuHFjQdimTZukqqpKBg0aRNPU1tZKbW1th3CcCdMdTliYz0bW2mnpcx0PgW9q6niYH8oUI3xsTSDqhf86vp7Bs5wvxk+b1WC2ipH24DyZI2RpYo+btIPTeemZSLRDzE6YF74hrv9xvWQgDLh2NMgRSGAIC2sAUW5rdhWJnmUvy0ZsEBPCMQ3Gs4gWGwhYMmkCZZFOi2xkkcnSj9Ux5m2FYd5IAnWcWL5ZBpOx+0nry/RjeVjtJJafvk9Y22Fh7B6OEVwk1pZs+j6x6s9RPnACWIYYN26cPPbYYwVhTzzxhBxxxBF0/V8atIPWnTIjPOE8EMQA7QT0miVcOxjARsQ6rUX+LMfHiCxzICyNvmaRHstejExiPuggdHp93dI1zYkHmVAnZiOWh9aVOVgmE77UweKGOLpO9LmeBQzpkQCG8PCLzXai3ui4Y3bQ17KQIq1zVieMbcAifUxGq33F6tsafCDxx7RWW2NxrAFIjPiwPNhLNxZhYqS4WCKEpDXtvmMDIiw7Zk9m/xghDOe4/tOSx1Ge8EfAvQBbt26V1atXy+rVq0XkvW1eVq9eLevXrxeR9x7fnnvuufn4F1xwgbzyyisyY8YMWbt2rfz0pz+V++67Ty677LJOlW+N3PXMBOsQRd7vkHALDiRjOq5VDh4zOQM646TYlgnB+aSRBwwPjy6xHEtfTVhisxKMrKAMGnomjMlrlYEECsthcsScbuw49ngYXwIJj3z1usDw+Ff/NIFk9rN+CIuUMOD9ECM07F/Hxz0N8X5gZcfksvRi5BnjWW2PkRjWdlGWrGQ7Bquc2P3A6tq6H8M5m3XDPKz6xnQ4KMD4zP76Gqa3yB/rrxzlCZ8B7AVYtWqVHH/88fnzGTNmiIhIY2Oj/OxnP5MNGzbkyaCIyL777iu/+c1v5JJLLpE777xThg0bJrfffnuntoBJkqTD7J/u7DWZs0bJIR8E+5RcOMe3YtFZMrKGeeEoPM3ZIDHVOuv8WGfMRtxs5ovN0GBctB86H/a5qNiIH21ryZGFsFn66HBMh/Wr5dAzfkwvNluM7Y6Vp8vQ7UmHW7qh7ZjdWFzMG22KX8HBcnTeSPpYHCyD3WsW+dN1aNVPDDGykzZzxdJZBNe6PywdcaY6VnYagcMysF1Z91Bam0orA+9XLD+EW3Ub4lp9pKN8kEt8CODoBLZs2SJ1dXUyaNCg/Fo/3RmxbV5ECtfx6c5bPxJka/1ERCorKzsQL+acssw4BlhkRcdF4pdGZJmMMRKIcSw7YRorTP9bztOaJUJ7hWNce8f0YDbUBBnP8cfIfNqPzYRZ7UEDnSX7pcFqL3iOhBKJL0vL6pLZJJbGIryhPvU19jYqk8vSjbV/rWOM2LJr1j3GBhTYLpnsli309Vida7Kk+yq0SawNYBx232v92XnoH2MEMO1f69HW1iZr1qyRzZs3y4ABA0z9Hb0TPgPoKAlI9EIHpTfDRcfOwizSF+Kgc7PWj+lja3Ss4zCnGSNMevSMToB17iFcRArsgddixCzN+elyre8yo03S3pLWDg/LZfLhsUVSmEzhOPzYuj8tC7arEB7yi5Fni7jG3pLMqoM+R4dfDKFEG+pruVyuYO2sbgPMFsXcC1lktHRn5et4sTysdCHMAl6z1tyGuOyN3ZhtLJKL9xyTCfOpqKjIL/nA/JEIxuoz5I+6Wn0NXrfSOcoTTgAdJQFnhvCRHeuQrUepAeFaZWVlh5kJ3UEiacPwEN9yKlmcjTWiZ2+yYt6BWGgyFHM2aUSDyahfeog5MLSV3s8wAJ0DkjDm9Cxb6rKQ5DPioMuy2kTQN+QV7BvionNkRB7zwzBrTRfLI1xjOgSwxf6xYwZNanGW0yIczHaxdh8jiJacaemsAZmF2P0Yq0+rvWQlv6zsWL4svqWjDmcDPyR6rI3FXrDSeqXZO4Tj2kBH+cIJoKMkWFuz6M5JO0HcpsVySvpxMI7AdRlI/NhoWeePo23mHEK54VjLweRl+/hpOXU+bHTP9McyLYePM35sliJNZyQuWIYmRihrVuIa7IQkEEkqyoQkVMut89V644CEyWgRgXCcxTnGHK1FxK3ydRgjO+EXZtdx5p29JMTqk7VTi8Dq/xgZsvRBWEQqRtJibcvKN3YvxGRhZWPb1/GzyGi1O4uAYRuwSB/rG8NxjHBrEsh0cZQXnAA6SgLOToQwfR4eB8dmi3SHpTs29oZj6MSQfGK4RWhQRnR6zCHpmSZdHuaHRAlJXAjXHTuSF905x2RH+zG52LlFvDEMHagFRt5icWNyazvqmRNMq8vUNsYtibLuzRiOLRIV8mOzLIyw6rwtMsgIh0X8gp6VlZVSWVlZQAKDDLjPYczmaeSDkUNtIx2GdWLpbRF+zMuqr7S2FdPPIlJMfxH7cTK7b2IEMWYrlDVGhFF+XH6CMug3fS2y63A4AXR0CRiZ0WCP/0Q6Pt7QpM5aF4hOOMRNG81a6+NCntaMBsobHk0zMoB54uMWrasmO9Y3fpFUISlBGdmbfVgehmGZmggx+1iOn9kRdWZprOOAtLVdjMQxGzAiztKxPBipYzJZ9k8jHFoma+Y3kL7KykqpqqqSqqqqfBsLC/rZOjckbZosZ5VJ68wIHhukWflgfJaGAdtYrE2gPmlrXnVcayBktQEk/zh4QNvoPoG1p0Diswxa0s4tMupvADtEnAA6ugB6FkaH6c4QN3TG0T8jGHhdh2G4LlOEz+SF8PDDNTkWicEONuwjh529dqzohKwXEyxSpGXFx5jMWbLHoFnWH1okz5LFmplh/6i/5VCZHZgMTHdcA6jrI41Aszq2yLyOE2tXLE0sT52HtdYL9auoqJCqqiqprq7Oz663trZKLpeT1tZWkwSiXGnEhdmcxbf0ZPlhessWWcIYqYuRJm1nS088xnbPZtqKJW6xQZIuO9aPYD+K9aB1RjKaRrQd5QMngI6SELaAEXm/U2aOBTtFJDT6H69hB8e+goFxLZITK0fnaQFHz0j4rLTsyxcYH6+xmQg8jr1RjOVbMxk6PsZD4mY5L+asrHpH/RhJS6tLy8miftbAIVy3SCDCak9px2kEkdWJlRZtivdbqC8dxyK8sXMk0THii7BsgESK3ddYR1b94XVsUxa51HHS7JHVVig7a/MhToin3whmsrD2z+Ki7hiO5I+1BZ8JLG84AXSUBE3IYiRId2r6kScu7Gcdur4eWxOow9hsSswxWA7I6mBxV37mtFF2fd2aEUR5MS6Lg6RYp2W6MTukOXwWD/PT6XCmQs9Gxhw305/NiCDpsR6jW7qyc1a+5cxR7xipwAEDi2ORZXTk4XGv/gQea2dY/0w3Vm86rUX2LfktxK6nEeRYGkaMLEKJ8luDGSxD64AknN3jFqHDfHSbzmKfWJ6sTCudw6HhBNDRJUACojtX3LgUZzGw80eSp0fOrJNDsmHNHGA5rOyALAu7Qzzd+cf22YqRG0bkLKLCEJsJsMoL59Yn7iwZGEGNyYpOM0ZWY8RS5P2ZVE0o8ZEn6mERO4v4aZl0nlbdxGzMZMpCsJD0hfLb2toK7h/d/vQn7rBs9p+lfVmE3bKXhZie+txaKxzCrF0HdJxYXYb42OYZgWNkOjYgwHQYB9Pii2WsXVgDXMw7xGf3Bbb1GFl3lBecADpKgp7tyToSZeQMSaFOo/PVL2BgGiR0bJaJyY/yMUfAOvm0heXo4FDG8GWT2GMYPbvFyBdzrFpGq7PXhBXTMYdhOV8tA3NMOl98uzkL+WF1iOGaDIVzfBtY20TLx0iNVR/oULWcjBDq49iMNGs/+PKQJnha3/BGcLBveBEknOuZala3MTDbxEiiBVZXDDgrjnHZwJFdD7Zjb+6LdPzqCR5n0SNW5yw+i4PtVqfRMlsvuGEb1Omtdm4N7BzlCSeAjpKgHZAIX6vDZsYCLFKI5FB3diFPXP+kZco6q2XN9GFHzzpaa1YEO1f2sgnrlPX1kA71ZzrFOnOWDnVMm3FgNmEysDzQYVtlMXIbjjEvyxla5WAckfjap0B22ddQYmXHwrRcxXyNQZP/IE9ra2sB4dMDkUAAcRYQBwRWG2B13ZnBFd6TeC1LX4D2i/URKK9Ox+45pjPmw9pmbACShRQyvXCbLJ0+NoArlsCnxXGUH5wAOroE2Enqf+ZIcYTPOlXdseLLJbE1dDEHwxybvmaRhnDN2v7FcojMqTLyaM1sWOQQ5cM4bKYnNiuC8ay0bGZGf50D7YK6MVmxfCQq1qyVduBMLktey+lp+1iL9GMyhmOUkZFNiwQy4op7+oUf2wsQSSDOAMbaaDEkwQpD8oXXsXxGsDB/JH8WKULZrBekrDqJ5RXTgfU5xRBkRsx1GiSjzPaxwWhoKzqttUG6o7zgBNBREvRsFeucQofLOijdMWHcEAfT6us4Qxbis60arM+lMX1wny5dNlsHhh0/OjW0VVrHa81wINmMkUNGdBlR1XGxHJQhpjPqh7CIKtOdPeJnyKpzmiyhXKzrEDdGQtP0C2v2WDx2r1gEAB9rhjBGADXxw8edafXK2kIWWCST6WXZQsdjj4MZCSyGtGaRH3VAwphGwGIkDe2Jj3ZxEKDbMZaFSwoYCWV5M9LpKF84AXSUBE262MsYIh1nt7BzZ/ECcN2ZfnuYEcgQpkmg5STxc29sJG6RrjTyYumEnXWQVdsl5gDYudaBycDAiECxa/xQd+ZcYnWbtRz24keMUCLRjs32WEQiRtR0ONMV0zFCZOWl88MZTN22Y4Mq3cYxzNKZhcVsYg1OLDtZg6SYXSziZ7Uh1DEr+dfxLf2ztP20dsnOtS3SyCyTB22j89H9B1u/6nA4AXSUBOb4rc6FdVoikn8ZQkQ6POplHVY41m8LWwQkIDbboPNk5NUaqTPdgkzopBmJTJM1Rv6QZGInj0CiwshSzPkhIdUEGtMzR476I7HBdFZ94LHWP+aEQ7zYo1eUl8lhIa19WW3OGmjgdST3McdvvQXM2jZrExapRXli9omRDItYWe0df1iubpv4JCLtXtPXUK5gb9b/MDuwpS4Ilk+W+0ZfT2tbGA8HFk7+HAFOAB0lI8xM6M4M19/gG5nWqD50WkjuLAegHaAOtzpm5tx0B6kX3VsdJ36EHTtqXHeFpDYGRk400Yp9aQB1RNug47ecCDpii7TGnKhZHsQAACVFSURBVL5lf62jRX5Z3iGdRUiwzHDOrsdIFwIdNCPy1nYbOr0lqwUk9Dq9tZyBkb4gH7ZXS7cQzohdmsxadpYPu3d12YzYWr9YXSLwPsa0TFZGUlmdIonDctEusTbH4ut/FocRfCaHZRdHecMJoKMkaCcTgM5Lh2MYXrOu62tIBjGdfmQYwpMkKQgP51oHTWR1x86cJpaPTqKysrJD3prchnO2BlLHZ6QnRr603GzrGEbm0DkjaWNOixE9DGcLzVE/TM/yxHCRjqQYH+eHOJYzt/KNgZE7rUvWvSMtgqXtwV42wvq1SDn+UFYrrS4/rF20SAnLKxYXZcQBoSa14afj4AsvqJO1Rs8iuDpMy4WDRUvXtEFKlrpnabE8BPZrmC/2aRZJjfWxjvKBE0BHSUAyxjo+7ZxxnZvOQ4frc+3s2ZdAQseny7OccVggj0CHq/O3wlBets4GHSs6QHSgWTrmWOfOHLJFcFAPtt9gmgx4bhG+rOQ/nDOZLTJrEUX2+E7bLm1rIksei/DEZLaIkkWarPIswh301WkZCcRBEhLxGDli92vMBpZtdVtDaPKnj8NP56N/7B5ix6iv1lWk4+w+2sTSB+uA3QNoH+texTZttUdMw9o66xM10c36NrSjd8IJoKMkYOfDOl+2aD2QIE3g9IsdbGZAhJPFcBzy1R142DxXy8ucgL6ugXKjzkhWLaJjderaCWsd2JYqbMRvERwtb2yWkeVn2SPrDIImYKH8kEbryhxrGqli5JcRbEZq9PUQztJZhFKfM6KUJr8mnIwAMaJmtTOrXtLkQHliesb0D7AIjI6LcmMaNvsXfpWVlfm9RpFoaRvqAaCli66n2DXLhhgPSZ4eVDBZrHuP1TVLq4Ft3hrAWvdAlqUkjt4PJ4COkoFEL0B38NZn3MJolK0RZLMOFslisyTsn42arVkBq4O0riGJwK0awpcbGGlBm7HF/szmOg3qg2QHSZPWhTlHqwx9jrrrPNlgAPPT12NkL5Bii2iEMFa/KKNFAphsOi8sjzldpjMjXfjGPKurmK5Mjlh7Z/qw+mLyBIQ2zJCmhw7XdrMGSoHwBfLHNpzXbQIHUuxrH+yeQ3Jt2UjnwdLFyCcjhLFBj2UXi9hpnfExOWvzwb4OhxNAR0nALUzY5ruB5CF0R8i2kUFnwEbcuoPL0rHiNSRDVtogB1sbh2k0mdV5YqdrOXW2fjGtUw/ls0e4eI4kEOvQSsecnpbFSs9IEssH7cjiYZwgP7NlzCljubGtcywSzQgJG1DE8sS0+hyv4XZGWAYjgKgnI2FYdi6XK/jmMCNDTDeLxOvBkA637ge91VMgf1VV77uqkFe4Tyoq3v9GMn5VgxEvqz6tOrIIGuqOSw5QhhiRtwgxg9UP6LbM8g5p9c9R3nAC6CgZ6KQsAoJEAWeKQpg+xl8IZ3v4idiPggIJ1XmxBd+6DHSQ1hdNNPHTzhkJDPvHOAE4ktfpYg6F2dqayWCy6+ssf0b+mAwWrFk8tL+lE8qJcWJh2C5wwBHLSyO2fipGGjAeI1YWOdflsfbLBgWMJGeVj+mC8saIEy5hYPbEvTrRDni/4Cwf6zuYTdN0S7NL2gBG54P5Yx54nEVGJJdsSYee8UQ7WETV4XAC6CgJSOq0swpvwsbihePQWeFjUn091sFiR8e25sD44bpIfFd+1nlb5EWHWXsa6rxiRCTIxWZHMQ6zJ7OZls96ZI92QrumOXfL4aOt2D+La9VLLG9GsND+SAJwrSrWr06XpV2hrDHZA3DZgBUf2zcjayiXFUfrrNuj1sGaVbLIU4wsYR4x4srSWORPb3fD8sE60zsCxEgT2izLPaOP2b2vr6c9jg3prD7KamcxHRwOESeAjhIROsvQkQbyhgQjjFxDmpiDxOvsLWLt4NkXD0L5GvoxdSiXdf7hGpI5RpowLsZnjhJH8JgX2sSanbNmHGP5ajvHZjAwHJ0jOn6L1LAyrEGABrNRbCZGh+HMbhbClkaOrMX9FknEMpjNcTBRrGNmssYILoZZ8mObYmVqWKRJp7H2AdXysM3T9TWdH97zbPNrtAm25ZjNLD1i5J3VQ4iP/UaM3McGNyGvWPnsXmB2cTicADpKAjox3YnjW3psC5fwb3XIsQ5ad2qMBOr4SEaxo7cckwjfGoLpERBIMG6zgSSNkU32z2S1SJkGlhmTwdJF2w7LQCKKMmPcGIFDGSyihTIynS1CxQgsi8fsmoXo6bRsO5A0+TCeljlGYNNIH8ZjgwFN0vQ9FBushDBsH4wI4TVsi/g4G4k3ytve3i5tbW3mfc+2xNH/qANeZwM+a4N4BotoYn9p2TVLm8/SFjEt1k1aHo7eDSeAji4BdjbMGQRoh6qdh17AzWYS9XXs9HFzZ72tjEjHtWcoE5OZddisIw95WR0+I7WW7bISHSyH6RR01gv6EcyZMJKCOmvCgHXIgI4c93RLm5FA+zECjDrhubXJr5aB5cdmfRmxsMi1RZyZY0b5Y/bXcZkzZ6THSqv1ZGVZ7Z6VHSO3SKh1eKiftrY2EbH3rgvH+ocEkOmqz1mbQ4IXI9EMzGZZbNLW1lbwopu2ke77Ym3BGihYm6Gzl/Uc5QcngI6SEDovkfc6I73uL4ShY2WPdHXcQFqqqqoKwtAR4/oddAI4CxPrhC1nYM0kpc0cFeMEQ4esbcEIszV7YJVnrWlDWa0y9T+zAZbPbIT5WucxcophFvGz5IntecZIUiyeZW9WbprTtvJDAsLsi0SHHcf0YiQF7WENcvA4RmbTwNpsyJ89Eg4/PeBDEqj1Y6QQ7yOcLbTaWBYyiHa17i92r4e42D8y+bF9oC46P/Yf658c5QMngI6SwTpG1knpmRh00CIdt0nRn6NiDpx1+BYx0Z146CgtUmOdh3zYCNoiWDiit0bo6BAwnfUojjlkfR5zzmxmwCK1bDYDCV5sRiEWbhFRFhbsHnsDVx9bbQDBZkowPeZrOWa8js6Z6afj4qCK6YflouPXdcRspQdV4dwieMx2FrmwECOmrP8Ij3iZnprY6Y3ekfSxOtHxLLlZv2XVtdVWdZrYF1fC9ZDOWk6h+0jWtvBeZ2+IW/e3o3zhBNBREkLnhKNWtu0EjuhFCvf0Yp0Ym0XCUbvVsbJza1YMnZ/OO0ZsMA+WN9u+QpfJCBD+0AZMT7R7jCiGf2s7HcuGmqjqx+whT3zzO0YcWT4MmEcMMZKXRpzTyHAsf0YEwjnmxe4DJl+svkNYjLiGsjAM334N15BUpNkaZUa5WV2jLBa5bm9vl9bWVnpNx2FrANljYw1rRjiNJKGdWdxYPxLA9jtlaTFNILw6Dc5eYlqcUUW5HOUNJ4COksBmp9jsmAYbOVuEhnWwOo5Ix01trY4XO3jLwSJJssiAzoOVo+XATp+N9JEosnhoLwxnxILZDmWP2USXock+I2aMEGN+jGBYdrbKQPlibUzH1XJp4lqMM9RpY+0mphsjfjHiYNUPEhyL1GngJs8oO5M5JgeGZ82TpQ3XNbELW0NpUqN1S3sBDO2Q1m7wl0YK0R5pAzYrDXvbP/wjYbd2MrDapNWWnASWN5wAOkoGI2DYKYUOToTPzuDMVS73/tcIQr6Y1hrpWo5Wl5M2IkZZYtCkjgEdAjpGEck7OC0D21Q7lGeRXKsMpmMaabIIItZF7AsgrL7QIVlth8mC51kdmJZby8/2t9NOlDlxtiVMuM7kYU6ZkTTW1tAmKD/Kpo9jtkEyHssnVj4+amSy61l+kfdnfPXOAGkkOUn4bLVF/KxjlE2fW/ayyJ+2DcuXkehY+7buG5HCpSJ6aUxWWDqk7UHo6N1wAugoCcyxhY5ME7i00af1tptIxw1QddmMADISFHMsGjFCmUZGY8SFESFLPtQB06P+zDnrOGhPRr4YMcP8mINn15DsW6TCKgf1Q11RL2sRfxbnlmY/LEu3D8sJs3phcZiOGGa1EZZXTH5LPl3nrK2zdFaeAdZgAwdf2ObYvZgk7z32bGtro4MkTKPX9rL/mH4sDdNdy49x2EsbOtyqW5H3v/4TjnUcTZpxAMHaCPa/Om3sbXhHecEJoKMkpDmEYggYOiR2XllZaT7yDfLoTteSDZ0CEiK9Lg2dvqWDJnbMuWmCywiC5ZTQYcS2tLEcKduXjhEwi3hYssWQRl6QMFtyoowWaWdhFhnUbQDz1HJb+0cynXR9p715HLNnrF6wTVlviWLcWFmaSKcRYXxrn+VvvdTF8kVds8jOBi2M+GE+LFznZ/VZbIDB7G+1j9hgTm//guQvXNOkT/ch2Naw32TtCOXrzH3t6D1wAugoCbh9idXpYadqzSbgY19Mgx09G1HruNa6Gh3GXlphnSfKrYGjcpRHy4tgn1ZDp6DP2ewJloEkBuskppOlO6ZF2fAY01l5Z0nP8mIEzCqbtTdGPhhhsIhnLIyFY9mWU9ZyhzA2w63vB6sNhHAkpDEyzQgF5sPsbL20FRsE4FMCi5TlcjlpbW2l94O2Nx5jGJOHEU+r/lDXLCSKxcP72wpnfUKIx/ZF1TpaurJ/R3nCCaCjJGAHhg4M3xC2OmKLGGBZmEfYMBrT4ugdZdRl6I1nrVmEcF3LbdkDiVmYKUgjTBhWUVFBZ1Fwyxhmc50f6ob6Yd5MfkyHsqKOsbjMXiw/vB4jLaF81nZiZJkh1qYZ2HVdJvsEIpNH58faOpaVxSZIHliemI+OY73BjgQz5MOIqGUbixQywm4RGmyjzF4hDVvWgdd0OL7xzu5VJgeTz9rjU9st3PMYD+0f4uhtciy7Yf2gbdLIq6N3wwmgoyRYREl3pLivWawDDtBOXeePzkPnXcw2M2xdIdt/DZ1QOGePBhlxsUb+FinUnTw6bl12SI92s/Z8Q7tazsAiexYp12nR+VthaAsmK5OZ6ZAkHWd68bpFZpnujJSgjNb6rxi5RJIbIyoMFvFD+ZAIWWsVLfKo643tlcl003my5RmxtpbFZihnGqlhpI/JnzYwSNtrkp1rxO4H/a/X+1lx8DEw9hVhSxyUCftZtJOjvOEE0FES0LGFsADtpC3HEtsDTjsw/FRTKIs9lsJj/agsRoCQBGLHbXWu7FEzdrLh3HprFmVnswI6DRIfi5gwh4dgDjDNVlp3DA8zs+jQ0giWRY6Y/DE5mc1iJI/Jg7bTOjICZsnNSBimRzIfI4MYB9/EZZsAY5koa+wRcYw8M5lEOn7GjdUx9h2xutfnsf1BdZ2xdYEWoUTiGiPMWW2g88f2o2UP95B1r+h8cKCD9Z11IMFeCHGUH5wAOroM6NSYU2FOKO0tTh0Pt40I12NOiq3vs0bGzEFYxBE7aR0HH8OGtU7Wlz80kPjpdCEtPv5hhCQANwu2yKlFQrEcdFLsuiZ/6DwtsszKjBGuNCDhixEhFoaEICsBYvJpYsTio54W4bAGFdYABe0ae3uZ6Y5l6rZokflA0tAeTEddN0yPGIHFNoU66HPMx7I704vdJ6yNoCxW3mhfPGdLGXReegud8B/6g5iOehBsbTHlKC84AXSUDN3p46PWmOMPYB22PtZEgz3uY181sOTERykB+lExbnbMRvThXJfL1t5px8/KQ6IX4oQtL/AxMRvh4zFu9MsIM+rGiJyOg6RO1w3KwcrTxF1fs9btsfI1LGIQI/eoX2zfxhjZs9oaIxSYxiJMWcqKpdHEgOmIBDiN6ODaXQ32qDEmLyuTDUIwjJFDq69Ie4MZ5WC20PrFyCaWp6FlZve1df9YNsF8AwLpw8Gg/soLk53dx47yhRNAR0nQo31GBnTHFjoq3GJFd0j4SBOJU8gTnT+GMeeFna/OL4SHTpV9YSEA38iMEdgQj4Wx8lF3y6EyBxQILiNVSFKZjkxmfMs7RjzxX882BOh60dtdMNtYRM6aRWFyxYgsI8LWP8bTYHWExALvh9jAAuOx/CwCh4Mc1IGdM+Ilwt90tWSwyK9FMjEOs6N1b1tg64jZNZaXRbwYQWT2jJE5Xd/6nrDaANqTycfq0BroxY6dBJY3nAA6OgVNVCwHFoMetWqHo791iaQs5Mvegg3/egTMZhtw6wR8YSWXe38dYHCmWkYdxogR6/h1HP0LeejRvH5EHBwFvo2Ij3+1vTUhDwvD0YlYswOWw8IyUJ+gh7aBfjFH2xBnArMA21csLXPu7JGcJkpYBnPoAWkvBrDrSOSxDWvZtAxoJ5ZO24PJy8gdIzWW7axBRjjOQsYZ+dXlsDIsubCPYXqnEcoY9D1iEWgcmDLiq3XX9YbkOssv3NN63V5bW1tBePjp+98izlo/fHTsKC84AXR0Cs3NzSIi8r///a9nBXE4HA5HSWhubpa6urqeFsOxk5FLnPo7OoH29nZ57bXXpH///vlR7ZYtW2T48OHy6quvyoABA3pYwp5Budug3PUXcRuUu/4iu44NkiSR5uZmGTZsmLkm1tF74TOAjk6hoqJC9tprL3ptwIABH+hOb2eg3G1Q7vqLuA3KXX+RXcMGPvNXvnDK73A4HA6Hw1FmcALocDgcDofDUWZwAujoMtTW1sq3vvUtqa2t7WlRegzlboNy11/EbVDu+ou4DRy7BvwlEIfD4XA4HI4yg88AOhwOh8PhcJQZnAA6HA6Hw+FwlBmcADocDofD4XCUGZwAOhwOh8PhcJQZnAA6SsKNN94oRx99tOy2226yxx57ZEpz3nnndfje5dixY7tX0G5EZ2yQJIlcd911MmzYMOnbt69MmDBBnnvuue4VtJvw1ltvydSpU6Wurk7q6upk6tSpqZ8I3NXbwF133SX77ruv9OnTRw4//HD5wx/+EI2/ZMkSOfzww6VPnz4ycuRIufvuu3eSpN2DYvRfvHgx/cbt888/vxMl7josXbpUpkyZIsOGDZNcLiePPPJIapreVv+O3gEngI6SsGPHDjnjjDPkwgsvLCrdySefLBs2bMj/fvOb33SThN2Pzthg9uzZ8v3vf1/uuOMOWblypdTX18uJJ56Y/8byroQvfvGLsnr1ann88cfl8ccfl9WrV8vUqVNT0+2qbeBXv/qVXHzxxXLNNddIU1OTHHvssTJ58mRZv349jb9u3To55ZRT5Nhjj5Wmpia5+uqrZfr06TJ37tydLHnXoFj9A1544YWC+t5///13ksRdi23btsmYMWPkjjvuyBS/t9W/oxchcTi6AHPmzEnq6uoyxW1sbExOO+20bpWnJ5DVBu3t7Ul9fX1y880358PefffdpK6uLrn77ru7UcKux5o1axIRSZ5++ul82PLlyxMRSZ5//nkz3a7cBo488sjkggsuKAg74IADkiuvvJLGnzlzZnLAAQcUhH31q19Nxo4d220ydieK1X/RokWJiCRvvfXWTpBu50JEkvnz50fj9Lb6d/Qe+Aygo0ewePFiGTJkiHz0ox+V888/XzZt2tTTIu00rFu3TjZu3CiTJk3Kh9XW1spxxx0ny5Yt60HJisfy5culrq5OjjrqqHzY2LFjpa6uLlWXXbEN7NixQ5555pmCuhMRmTRpkqnv8uXLO8Q/6aSTZNWqVdLS0tJtsnYHOqN/wKGHHioNDQ0yceJEWbRoUXeK+YFCb6p/R++CE0DHTsfkyZPlwQcflN///vdyyy23yMqVK+WTn/ykbN++vadF2ynYuHGjiIgMHTq0IHzo0KH5a7sKNm7cKEOGDOkQPmTIkKguu2obeOONN6Stra2outu4cSON39raKm+88Ua3ydod6Iz+DQ0Ncs8998jcuXNl3rx5MmrUKJk4caIsXbp0Z4jc4+hN9e/oXXAC6OiA6667ji7a1r9Vq1Z1Ov8zzzxTPvWpT8mBBx4oU6ZMkd/+9rfy4osvyoIFC7pQi9LQ3TYQEcnlcgXnSZJ0COspFKM/kzlNl12hDcRQbN2x+Cx8V0Ex+o8aNUrOP/98Oeyww2TcuHFy1113yac+9Sn53ve+tzNE/UCgt9W/o3egqqcFcHzwcNFFF8kXvvCFaJx99tmny8praGiQvffeW/7+9793WZ6lojttUF9fLyLvzQw0NDTkwzdt2tRhpqCnkFX/v/71r/Kf//ynw7XXX3+9KF0+iG2AYfDgwVJZWdlhtitWd/X19TR+VVWVDBo0qNtk7Q50Rn+GsWPHygMPPNDV4n0g0Zvq39G74ATQ0QGDBw+WwYMH77Ty3nzzTXn11VcLyFBPozttsO+++0p9fb0sXLhQDj30UBF5b23VkiVLZNasWd1SZrHIqv+4ceNk8+bN8qc//UmOPPJIERFZsWKFbN68WY4++ujM5X0Q2wBDTU2NHH744bJw4UL57Gc/mw9fuHChnHbaaTTNuHHj5LHHHisIe+KJJ+SII46Q6urqbpW3q9EZ/Rmampo+8HXdVehN9e/oZejJN1Acuz5eeeWVpKmpKbn++uuTfv36JU1NTUlTU1PS3NycjzNq1Khk3rx5SZIkSXNzc3LppZcmy5YtS9atW5csWrQoGTduXPLhD3842bJlS0+pURKKtUGSJMnNN9+c1NXVJfPmzUueffbZ5KyzzkoaGhp2SRucfPLJycEHH5wsX748Wb58eXLQQQcln/70pwvi9KY28NBDDyXV1dXJfffdl6xZsya5+OKLk9133z15+eWXkyRJkiuvvDKZOnVqPv4///nPZLfddksuueSSZM2aNcl9992XVFdXJw8//HBPqVASitX/Bz/4QTJ//vzkxRdfTP72t78lV155ZSIiydy5c3tKhZLQ3Nycv8dFJPn+97+fNDU1Ja+88kqSJL2//h29B04AHSWhsbExEZEOv0WLFuXjiEgyZ86cJEmS5O23304mTZqUfOhDH0qqq6uTESNGJI2Njcn69et7RoEuQLE2SJL3toL51re+ldTX1ye1tbXJJz7xieTZZ5/d+cJ3Ad58883k7LPPTvr375/0798/Ofvsszts+dHb2sCdd96Z7L333klNTU1y2GGHJUuWLMlfa2xsTI477riC+IsXL04OPfTQpKamJtlnn32SH/3oRztZ4q5FMfrPmjUr+chHPpL06dMn2XPPPZPx48cnCxYs6AGpuwZhWxv8NTY2JklSHvXv6B3IJcn/X43qcDgcDofD4SgL+FvADofD4XA4HGUGJ4AOh8PhcDgcZQYngA6Hw+FwOBxlBieADofD4XA4HGUGJ4AOh8PhcDgcZQYngA6Hw+FwOBxlBieADofD4XA4HGUGJ4AOh8PhcDgcZQYngA6Hw+FwOBxlBieADofD4eg0fvzjH8tee+0lEydOlP/85z89LY7D4cgI/xScw+FwODqF5uZmGTVqlMydO1d++ctfSt++fWXWrFk9LZbD4cgAnwF0OBxRTJgwQS6++OKeFiMTOisrptuVdC4GEyZMkFwuJ7lcTlavXl1yfrW1tbLHHnvI/vvvL3vttZcMHDiw4Pp5552XL++RRx4puTyHw9F1cALocDiimDdvntxwww09LcZORTE672pk8fzzz5cNGzbIgQceKCIiS5culSlTpsiwYcNSidp5550nV155Zf68pqZGvvSlL8nQoUNl9uzZHexw2223yYYNG7pDDYfDUSKcADocvRg7duwoOY+BAwdK//79e1yOnYmu0PmDit12203q6+ulqqpKRES2bdsmY8aMkTvuuCOarr29XRYsWCCnnXZaQfiyZcvka1/7mrz99tvywgsvFFyrq6uT+vr6rlXA4XB0CZwAOhy9CBMmTJCLLrpIZsyYIYMHD5YTTzxRkiSR2bNny8iRI6Vv374yZswYefjhhwvStbe3y6xZs2S//faT2tpaGTFihNx44435PPHx6EUXXSQXXXSR7LHHHjJo0CC59tprRS8nZnKIiGzfvl2mT58uQ4YMkT59+sj48eNl5cqVmeQQEXn88cdl/Pjx+XI//elPy0svvVSUjbZt2ybnnnuu9OvXTxoaGuSWW26hdgw6P/zww3LQQQdJ3759ZdCgQXLCCSfItm3bROS9GbElS5bIbbfdln/U+fLLL2eSc8KECTJ9+nSZOXOmDBw4UOrr6+W6667LbIss9ZoFkydPlm9/+9ty+umnR+M99dRTUlFRIUcddVQ+7PXXX5cFCxbIhRdeKKeeeqrMmTOn6PIdDkfPwAmgw9HLcP/990tVVZU89dRT8uMf/1iuvfZamTNnjvzoRz+S5557Ti655BI555xzZMmSJfk0V111lcyaNUu+8Y1vyJo1a+QXv/iFDB06NLWMFStWyO233y4/+MEP5Cc/+UlUDhGRmTNnyty5c+X++++XP//5z7LffvvJSSedJP/9738zybFt2zaZMWOGrFy5Up588kmpqKiQz372s9Le3p7ZPpdffrksWrRI5s+fL0888YQsXrxYnnnmGRp3w4YNctZZZ8mXv/xlWbt2rSxevFhOP/30PNm97bbbZNy4cfnHqhs2bJDhw4dnlvP++++X3XffXVasWCGzZ8+W//u//5OFCxdmskWWeu1KPProozJlyhSpqHjfbTzwwAMyZswYGTVqlJxzzjny4IMPSktLS7eU73A4uhiJw+HoNTjuuOOSQw45JH++devWpE+fPsmyZcsK4k2bNi0566yzkiRJki1btiS1tbXJvffea+b59a9/veB89OjRSXt7ez7siiuuSEaPHm3KEWSprq5OHnzwwXzYjh07kmHDhiWzZ89OlYNh06ZNiYgkzz77LJUV0dzcnNTU1CQPPfRQPuzNN99M+vbt20HHr3/968kzzzyTiEjy8ssvm3mmlcnkDOnGjx9fEO/jH/94csUVV6TaIku9dkZWEUnmz59Pr330ox9NHn300YKwgw46KLn11luTJEmSlpaWZPDgwcm8efOKytfhcPQMfAbQ4ehlOOKII/LHa9askXfffVdOPPFE6devX/7385//PP9Icu3atbJ9+3aZOHFi5jLGjh0ruVwufz5u3Dj5+9//Lm1tbVQOEZGXXnpJWlpa5JhjjsmHVVdXy5FHHilr167NJMdLL70kX/ziF2XkyJEyYMAA2XfffUVEZP369Znkfumll2THjh0ybty4fNjAgQNl1KhRNP6YMWNk4sSJctBBB8kZZ5wh9957r7z11luZyski58EHH1xw3tDQIJs2bUq1RZZ67UqsXbtW/vWvf8kJJ5yQD3vmmWdkzZo18oUvfEFERKqqquTMM8/0x8AOxy6Cqp4WwOFwdC123333/HF45LhgwQL58Ic/XBCvtrZWRET69u3b7XKISP6xqSaOITyXy2WSY8qUKTJ8+HC59957ZdiwYdLe3i4HHnhg5pdMkiK3Pa2srJSFCxfKsmXL5IknnpAf/vCHcs0118iKFSvypK4UOaurqwvOc7mctLe3p9oiS712JR599FE58cQTC+SaM2eOtLW1FZSfJIlUVFTIxo0b/eUPh+MDDp8BdDh6MT72sY9JbW2trF+/Xvbbb7+C3/Dhw0VEZP/995e+ffvKk08+mTnfp59+usP5/vvvL5WVlWaa/fbbT2pqauSPf/xjPqylpUVWrVolo0ePTpXjzTfflLVr18q1114rEydOlNGjR2eajUMZqqurC+R/66235MUXXzTT5HI5OeaYY+T666+XpqYmqampkfnz5+ev19TUFMx8doWcabbIUq9diV//+tdy6qmn5s+3b98uv/zlL+WWW26R1atX539/+ctfZOTIkfLAAw90uQwOh6Nr4TOADkcvRv/+/eWyyy6TSy65RNrb22X8+PGyZcsWWbZsmfTr108aGxulT58+csUVV8jMmTOlpqZGjjnmGHn99dflueeek2nTptF8X331VZkxY4Z89atflT//+c/ywx/+kL5Nq7H77rvLhRdeKJdffrkMHDhQRowYIbNnz5a3335bpk2blirHnnvuKYMGDZJ77rlHGhoaZP369QV70mVBv379ZNq0aXL55ZfLoEGDZOjQoXLNNdcUvNigsWLFCnnyySdl0qRJMmTIEFmxYoW8/vrrMnr06HycffbZR1asWCEvv/yy9OvXTwYOHFiynGm2yFKvWbF161b5xz/+kT9ft26drF69Ol9HmzZtkpUrVxbsD/jrX/9atm7dKtOmTZO6urqC/D7/+c/LnDlz5LLLLitKZ4fDsXPhBNDh6OW44YYbZMiQIXLTTTfJP//5T9ljjz3ksMMOk6uvvjof5xvf+IZUVVXJN7/5TXnttdekoaFBLrjgAjPPc889V9555x058sgjpbKyUr72ta/JV77ylVRZbr75Zmlvb5epU6dKc3OzHHHEEfK73/1O9txzz1Q5Kioq5KGHHpLp06fLgQceKKNGjZLbb79dJkyYUJQ9vvvd78rWrVvl1FNPlf79+8ull14qmzdvpnEHDBggS5culVtvvVW2bNkie++9t9xyyy0yefLkfJzLLrtMGhsb5WMf+5i88847sm7dui6RM61OstRrFqxatUqOP/74/PmMGTNERKSxsVF+9rOfyWOPPSZHHXWUDBkyJB9nzpw5csIJJ3QgfyIin/vc5+Q73/mOrFixomDLGIfD8cGCfwvY4XAUhQk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"text/html": [ "\n", "
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\n", " Figure\n", "
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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "center = new_center\n", "g = gx = gy = main_dataset.x.slope\n", "g = gx = gy = scale_300mm*1.09/10\n", "#gx = gy * 1.05\n", "\n", "spots_experiment = (Bragg_spots-(center[0],center[1]))*(gx,gy)\n", "\n", "fig = plt.figure()\n", "extent= np.array([-center[0]*gx, (diff_pattern.shape[0]-center[0])*gx,(diff_pattern.shape[1]-center[1])*gy, -center[1]*gy])\n", "\n", "plt.imshow(np.log2(1+diff_pattern), cmap=\"gray\", extent=extent, vmin=np.max(np.log2(1 + diff_pattern)) * 0.5)\n", "\n", "plt.scatter(spots_experiment[:,0], spots_experiment[:,1], c='green', alpha = 0.5,\n", " label='spots')\n", "plt.xlabel(r'reciprocal distance [1/$\\rm \\AA$]')\n", "plt.scatter(0,0, color='red')\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### The norm of the reflections \n", "will show us how accurate our center was determined and what give us a first idea on what zone axis we have.\n", "If the center is accurate, we should have always a number of spots with the same distance from center (norm of reciprocal lattice vector) according to symmetry (in [001] direction always 4 reciprocal lattice vectors with the same length)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "reciprocal distances in 1/Ang\n", "[0.4702835 0.47095977 0.50442625 0.50459971 0.68907171 0.68966174\n", " 0.6937413 0.69407384]\n" ] } ], "source": [ "print('reciprocal distances in 1/Ang')\n", "print(np.sort(np.linalg.norm(spots_experiment,axis=1)))\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Calculate Spot Pattern\n", "\n", "see [Plotting of Diffraction Pattern](CH2_07-Plotting_Diffraction_Pattern.ipynb) for details\n" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Of the 260 possible reflection 36 are allowed.\n", "Of those, there are 24 in ZOLZ and 12 in HOLZ\n", "Of the 196 forbidden reflection in ZOLZ 0 can be dynamically activated.\n" ] } ], "source": [ "atoms = pyTEMlib.crystal_tools.structure_by_name('silicon')\n", "tags = {'acceleration_voltage': 200.0 *1000.0, # Volt\n", " 'new_figure': False,\n", " 'plot FOV': 3, # in 1/Ang\n", " 'convergence_angle': 0,\n", " 'zone_hkl': np.array([0,0,1]), # incident nearest zone axis: defines Laue Zones!!!!\n", " 'Sg_max': .03, # 1/Ang maximum allowed excitation error ; This parameter is related to the thickness\n", " 'hkl_max': 15} # Highest evaluated Miller indices\n", "\n", "######################################\n", "# Diffraction Simulation of Crystal #\n", "######################################\n", "\n", "diff_dict = pyTEMlib.diffraction_tools.get_bragg_reflections(atoms, tags, verbose=True) " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plotting Experimental and Simulated Spot Diffraction Patterns" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "ba44c22388e44b2b8b2b5a9f726b0106", "version_major": 2, "version_minor": 0 }, "image/png": 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\n", " Figure\n", "
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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# --------Input------------------\n", "percent_change = 0.1\n", "# ------------------------------\n", "scale_change = 1. + percent_change/100\n", "\n", "tags_simulation = diff_dict.copy()\n", "g = gx = gy = main_dataset.x.slope\n", "g = gx = gy = scale_300mm*1.12/10 *scale_change\n", "gx = gy * 1.05\n", "\n", "extent= np.array([-center[0]*gx, (diff_pattern.shape[0]-center[0])*gx,(diff_pattern.shape[1]-center[1])*gy, -center[1]*gy])\n", "\n", "angle = 0\n", "angle = np.radians(59.6)\n", "#angle = np.radians(45)\n", "\n", "spots_experiment = (Bragg_spots-(center[0],center[1]))*(gx,gy)\n", "spots_simulation = diff_dict['allowed']['g'][diff_dict['allowed']['ZOLZ']]\n", "hkl = diff_dict['allowed']['hkl'][diff_dict['allowed']['ZOLZ']]\n", "spots_simulation[:, 1] += angle # rotation\n", "spots_simulation[:, 0] /= 10 # 1/Angstrom -> 1/nm\n", "spots_xy = pyTEMlib.diffraction_tools.plotting_coordinates(spots_simulation, k0=diff_dict['K_0'])\n", "\n", "fig = plt.figure()\n", "fig.suptitle(' SAED in ' + str( tags['zone_hkl']), fontsize=20) \n", "plt.imshow(np.log2(1+diff_pattern), cmap=\"gray\", extent=extent, vmin=np.max(np.log2(1 + diff_pattern)) * 0.5)\n", "plt.scatter(spots_experiment[:,0], spots_experiment[:,1], c='blue', alpha = 0.5, label='experiment')\n", "plt.scatter(spots_xy[:,0], spots_xy[:,1], c='red', alpha = 0.2, label='simulation')\n", "\n", "for i in range(16):\n", " if np.linalg.norm(tags_simulation['allowed']['g'][i, 0]) < 8:\n", " plt.text(spots_xy[i,0], spots_xy[i,1],str(hkl[i]),\n", " fontsize = 8, horizontalalignment = 'center', verticalalignment ='bottom')\n", "plt.legend();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### What does the above figure convey?\n", "\n", "* center is determined accurately\n", "* relative distances are accurately described\n", "* scaling accurately for reference crystal - calibration?\n", "* diffraction pattern is indexed\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### What is the accuracy?\n", "\n", "Change the scale by 1% and see what happens\n", "\n", "So we can determine the lattice parameter better than 1% if we use high scattering angles!\n", "\n", "Objective stigmation is critical to resolve angles well.\n", "\n", "Illumination stigmation determines size of Bragg spots.\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Conclusion\n", "\n", "We need more information for the spot pattern than for the ring pattern.\n", "\n", "A comparison between simulation and experiment can be very precise.\n", "\n", "In principle, if you have the spots and the approximate center you can let an optimization routine do all the scaling for you (which we will do in the high resolution imaging section).\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Navigation\n", "\n", "- **Back: [Plotting Diffraction Pattern](CH2_07-Plotting_Diffraction_Pattern.ipynb)** \n", "- **Next: [Unit Cell Determination](CH2_09-Unit_Cell.ipynb)** \n", "- **Chapter 2: [Diffraction](CH2_00-Diffraction.ipynb)** \n", "- **List of Content: [Front](../_MSE672_Intro_TEM.ipynb)** \n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Appendix " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Code of Diffraction Simulation of a Crystal" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Of the 260 possible reflection 36 are allowed.\n", "Of those, there are 24 in ZOLZ and 12 in HOLZ\n", "Of the 196 forbidden reflection in ZOLZ 0 can be dynamically activated.\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "3da9e4d0e5054211a9e702c94d39e199", "version_major": 2, "version_minor": 0 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", 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