{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Analysing magnetic materials using STEM-DPC\n", "\n", "This notebook shows how to use the `pyXem` library to analyse 4-D scanning transmission electron microscopy (STEM) data, specifical magnetic materials using differential phase contrast (DPC). For more information about this imaging method, see the Wikipedia article on Scanning Transmission Electron Microscopy, which has a subsection on DPC: https://en.wikipedia.org/wiki/Scanning_transmission_electron_microscopy#Differential_phase_contrast\n", "\n", "The data we'll be looking at there is from the paper **Strain Anisotropy and Magnetic Domains in Embedded Nanomagnets**, and is STEM data recorded on a Merlin fast pixelated electron detector system, where the objective lens has been turned off.\n", "This allows for magnetic information to be extracted, by carefully mapping the beam shifts.\n", "\n", "More documentation about pyXem is found at https://pyxem.readthedocs.io/\n", "\n", "Journal article:\n", "* **Strain Anisotropy and Magnetic Domains in Embedded Nanomagnets**\n", "* Nord, M., Semisalova, A., Kákay, A., Hlawacek, G., MacLaren, I., Liersch, V., Volkov, O. M., Makarov, D., Paterson, G. W., Potzger, K., Lindner, J., Fassbender, J., McGrouther, D., Bali, R.\n", "* Small 2019, 15, 1904738. https://doi.org/10.1002/smll.201904738\n", "\n", "The full dataset and scripts used in analysing this data is found at Zenodo: https://zenodo.org/record/3466591\n", "\n", "This notebook has been modified to use a cropped version of the data with only the infromation about the zero beam.\n", "\n", "Refer to the link above to look at the entire dataset." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Importing libraries" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The first step is setting the plotting toolkit" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "tags": [ "nbval-skip" ] }, "outputs": [], "source": [ "%matplotlib inline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Then import the library itself" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING:silx.opencl.common:Unable to import pyOpenCl. Please install it from: https://pypi.org/project/pyopencl\n" ] } ], "source": [ "import hyperspy.api as hs\n", "import pyxem as pxm" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Loading data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As the file is pretty big, we load it lazily." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/carterfrancis/mambaforge/envs/pyxem-demos/lib/python3.11/site-packages/hyperspy/misc/utils.py:471: VisibleDeprecationWarning: Use of the `binned` attribute in metadata is going to be deprecated in v2.0. Set the `axis.is_binned` attribute instead. \n", " warnings.warn(\n", "/Users/carterfrancis/mambaforge/envs/pyxem-demos/lib/python3.11/site-packages/hyperspy/io.py:572: VisibleDeprecationWarning: Loading old file version. The binned attribute has been moved from metadata.Signal to axis.is_binned. Setting this attribute for all signal axes instead.\n", " warnings.warn('Loading old file version. The binned attribute '\n" ] } ], "source": [ "s = hs.load('data/10/fe60al40_stripe_pattern_very_small_dataset_cropped.hspy')" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" } ], "source": [ "s" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "s.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plotting the data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Lets first have a look at the data, using the `slider` navigator." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING:hyperspy.drawing.mpl_he:Navigation sliders not available. No toolkit registered. Install hyperspy_gui_ipywidgets or hyperspy_gui_traitsui GUI elements.\n" ] }, { "data": { "image/png": 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5OaFNmzZ6F4jrdDqkpKRg2bJlGDNmDNq1a4c5c+Zg7NixWLduHa5cuaK3zedPBRlanjPY4M0335TKhw4dihs3buQ7gvPGjRuYOnUqFixYAE9Pz3yPg6E+5VdWo0YNlC1bFh988AG+/vprvcyjOfr27WtyXRcXl1wZw0GDBkGn0+HQ/9/Ld+fOnXBzc8Mrr7yi9/w1bNgQXl5eJl/g//pz9/odNGgQAGD//v3Ssr/++gs9evRA+fLlYWdnB3t7ewwePBhZWVn4999/Td6v56Wnp2Pv3r3o3bs3NBqN3n507doV6enpOHbsmN46ho6jSqXCK6+8orfM39/fpNPrXbt2xc2bN7F161a8//77qFu3LrZt24YePXrg3XffNbjeo0ePcPLkSfTq1QsODg7S8jJlyuTqS4527drBxcVF+tvT0xMeHh56/Xz69Cnmzp0LPz8/ODg4oFSpUnBwcMDly5dx8eLFfPeHqDj77rvvsG/fPjg5Oekt79atGw4ePIj33nsPW7ZsgVarRZ8+fRD3zP3GW7ZsiQsXLiA0NBTr1q3DkydPEBgYqHcmqFmzZoiLi8Py5cuxfPlyxMXFoVmzZlJ5RkYG2rVrh4yMDKxbtw6hoaE4f/48WrVqZdZ+MGAjs9WpUwdNmjTRewDAnTt3AABNmzaFvb293uPnn39GYmKi1Eb58uUBAJ07d9ZrOzg4GABw+vRpvXo51wU96/79+yhXrpz0d0pKCjZu3IhmzZrB3d0dDx8+xMOHD9G7d2+oVCopmDNkzJgxqFevHvr27Sutm3PtVWpqKpKSkvT6b6hPAPT69TxXV1ccPHgQDRs2xIcffoi6deuiUqVKmDlzpt41XPkxZyRoXgGo1//fNSRnP+7cuYOHDx/CwcEh1/MXHx+v9/wZUqpUKek5M7Sdmzdv4uWXX0ZsbCy++OIL/PHHHzhx4oR0jZkpp14NuXfvHp4+fYqwsLBc+9C1a1cAyLUfho6jRqPJ9QHv6OiI9PR0k/ri7OyMXr16YcGCBTh48CCuXLkCPz8/LF261OAp8wcPHkAIkefzZehHxPPHO6efzx7HiRMnYvr06ejVqxd++eUX/Pnnnzhx4gQaNGhg0fEmyiEUeg1bfHw8Ro4ciU8++QSOjo7Scp1Oh4iICHTp0gXz589H7969cf78eeh0OkyaNAlA9mdVVFQU3n33XUyePBkDBw7E3r17kZ6ejgULFgDI/qGbmJiIpUuXYtSoURg1ahS+/PJLJCQkIDw8HED2jAhPnjzB3r17MXDgQEyePBljxozBuXPnpOuWTcFRolRocqbA2LRpE6pVq2a0rr+/P+Jz7gP7jJw3ZM6F2fXq1QMAnDt3TvrCzXHu3DmpHAB++uknpKWl4fjx4yhbtmyutrdu3YoHDx7kWQZkX5d248aNPMvbtWsHV1dXPHz4EABQv379PC/Yzln2bL/yUr9+faxfvx5CCJw9exZr1qzB7Nmz4ezsjCk5t0XLh7Es3vNyguln5Rz/nC/8ChUqoHz58tL1Yc97NotjyNOnT3Hv3j29IOL57Wzbtg2PHj3Cli1b9F4nZ86cMW1njChbtizs7OzwxhtvYMyYMXnWqV69ut7f5hxHS1StWhWjRo3C+PHjceHCBdStWzdXnbJly0KlUhl9vgrixx9/xODBgzF37ly95YmJiXDjfJNUzMTGxiI5OVn6W6vVGhwg1rp1a9SrVw+TJ0/We/0fOnQIOp0OgwcP1mvHy8tLysJv/P/J88ePHy/VCQgIgJOTEyIiIjBt2jRs3rwZQPb1tDlGjBiBkSNHYuPGjQgODsaePXvg5OSEgIAAqc6ECRMQFhaGDRs2YOLEiSbtNwM2KjSdO3dGqVKlcPXq1XxP1/Xt2xcREREIDw+XTpkBwK+//gq1Wo2mTZsCACpXroxmzZrhxx9/xPvvvw87OzsAwLFjx3Dp0iW9N9LKlSvh4uKCbdu26Y3EA4CTJ09i0qRJWLt2rcFTUuvXr8+VPdm9ezc+/fRTfP3113pfsL1798bo0aPx559/onnz5gCyg5Uff/wRzZs3R6VKlfI5WtlUKhUaNGiARYsWYc2aNVJmEcidJbFESkoKduzYoXdadN26dVCr1QgMDAQAdO/eHevXr0dWVpa0TwWxdu1avXn51q1bBwDSKNecAOnZX7tCCHz77be52jJ0DHLWfb5Mo9GgXbt2+Ouvv+Dv7693WrGopKSkQKVSoUyZMrnKck4/Gnp9lC5dGk2aNMG2bduwcOFCqf+pqam5Rn6aQ6VS6R1vIHuwQmxsLGrUqFHgdolyFDQDZu42AMDPz09v+fOX3OQICQlBbGwsTp06lassZ7BN7dq19Za7ublJo+JzBu48/yNPo9FIE7fHxsbmOeDL3t5emi3g7t270Gg0euU5bUZHR+exp3ljwEaFxsfHB7Nnz8a0adNw7do1dOnSBWXLlsWdO3dw/PhxlC5dWhqlN2zYMCxfvhyjR49GYmIi/Pz8sGfPHixduhSjR4/Wy7x8+umn6NixI/r374/Ro0cjISEBU6ZMQb169TBs2DAA2dmx48eP45133kH79u1z9a1169b47LPPsHLlSoMBW17zYeWM8GvcuLHe3HNvvvkmli5div79+yM0NBQeHh5YtmwZLl26hD179hg9Tjt37sSyZcvQq1cv+Pr6QgiBLVu24OHDh+jYsaNUr379+jhw4AB++eUXVKxYES4uLrk+XExVvnx5vPPOO7h58yZq1aqFX3/9Fd9++y3eeecdVK1aFQDw2muvYe3atejatSvGjRuHZs2awd7eHjExMdi/fz969uyJ3r17G92Og4MDPvvsM6SmpqJp06Y4evQo5syZg+DgYLz00ksAgI4dO8LBwUE6NZCeno6vvvoKDx48yNVe/fr1sWXLFnz11Vdo3Lgx1Go1mjRpAhcXF1SrVg3bt29Hhw4dUK5cOVSoUAE+Pj744osv8NJLL+Hll1/GO++8Ax8fH6SkpODKlSv45ZdfsG/fvgIdQ1NdunQJnTt3xmuvvYY2bdqgYsWKePDgAXbt2oVvvvkGbdu2NXrtyuzZs9GtWzd07twZ48aNQ1ZWFhYsWIAyZcpIp9zN1b17d6xZswYvvvgi/P39cerUKSxYsADe3t4F3U0iq4mKitLL+OeVXfvzzz/x5ZdfYv369UazyM//uDc16DQlM/9sHVOvwzbKrCEKZNMMjZh83rZt20S7du2EVqsVjo6Oolq1aqJfv35iz549evXu3bsn3nrrLeHp6Sns7e1FrVq1xIIFC0RWVlauNiMiIkSLFi2Ek5OTKFeunBg8eLC4c+eOVD5+/HgBQJw5c8Zgv6ZMmSIAiFOnTgkh8h4las4+x8fHi8GDB4ty5coJJycn0aJFC/H7778bbU8IIf755x8xcOBA8cILLwhnZ2fh6uoqmjVrJtasWaNX78yZM6J169ZCo9EIAKJNmzb59snQKNG6deuKAwcOiCZNmghHR0dRsWJF8eGHH4rMzEy99TMzM8XChQtFgwYNhJOTkyhTpox48cUXxVtvvSUuX75sdL+GDBkiSpcuLc6ePSvatm0rnJ2dRbly5cQ777wjUlNT9er+8ssv0jYqV64sJk2aJMLDwwUAsX//fqne/fv3Rb9+/YSbm5s0SivHnj17RKNGjYSjo6MAoPdcRkdHizfffFNUrlxZ2NvbC3d3d9GqVSsxZ84cqU7OKNGNGzca3JfnzZw5M9dIzec9ePBAzJkzR7Rv315UrlxZODg4iNKlS4uGDRuKOXPmiLS0NL1+Io9RmVu3bhX169cXDg4OomrVqiI0NFSEhISIsmXL6tUDIMaMGZOrD8+/th88eCCGDx8uPDw8hEajES+99JL4448/RJs2baTXlbH+EBmSM0o0Li5OpKamyvqIi4szeZRozue9ocfevXvzHNHv5eUlfH19hRBCLFy4UAAQ165d06vj5OQkjS4fOnRonp8JAMSwYcOEEEK8/PLLwsnJSa/82rVrAoD47LPPTD7WDNiISricgE1uhoIcslxGRobw8/MTHTt2tHZXiPTkBGyxsbEiJSVF1kdsbKzJAVtsbKzYsmWL3kOj0Yjq1auLLVu2iKysLKFWq0VwcLC0TkpKigAgTS1148YNAUCMHz9eqvPXX38JANKPv19++UUAEKtWrZLqrFixQgAQv/76qxBCiFmzZgkA4q+//pLqhISECADi1q1bJh9rlRA2PnUwUQnXtm1bJCYm5jnJcGEaOnQoNm3ahNTUVFm3YwuGDx+Ojh07omLFioiPj8fXX3+NgwcPIiIiAkFBQdbuHpEkOTkZrq6uiI2NNXjhf2Fuq3LlykhKSirQttzc3FC9enXpzjvBwcHYvXs3Jk+ejBYtWmDChAm4desWbt26JV1nWrduXVy6dAnz5s2Dt7c3xowZg8ePHyMpKUm6xtTd3R2pqakICwsDAIwdOxZarVYaPJSRkQGtVguNRoOlS5ciJiYGU6dOhZ+fH86ePWty/3kNGxGRwqSkpOD999/H3bt3YW9vj4CAAPz6668M1kixRBEOOigsu3btQvv27bFw4ULodDq4urpi06ZNeoOCjhw5gsDAQHzwwQcQQsDDwwPh4eF6A5qOHTuGoKAgjBw5EkD29dzPDoJwcHDA/v370atXLwwaNAgqlQr16tXD4cOHzeovM2xERERUIDkZtpiYmCLJsHl7exc4w1bcMcNGREREFimOGbbihnc6ICIiIlI4ZtiIiIjIIsywyc8qAZtOp0NcXBxcXFyK7LYwREREJZUQAikpKahUqVKuyWCpZLBKwBYXF4cqVapYY9M2g4EwKUF+v4iL2+vU2P4Y2xdrHQe5MhKW9NfWsyRyu3XrllXuYMEMm/ysEoabchNpIiIiMg+/X0suq2TYituvaiIiouLAWt+vzLDJjye6iYiIiBSOo0SJiIjIIsywyY8ZNiIiIiKFY4athLLklwivMaTCkt9rqaCvU2u9Rgu6XTn7a42sQ0FHy1LJZusZMLkxw0ZERESkcMywERERkUV4DZv8mGEjIiIiUjhm2IiIiMgizLDJjxk2IiIiIoVjwEZERESkcDwlSkRERBbhKVH5MWAroeSa/4qoMHHOLsvJdQwL+hnBzxYieTBgIyIiIoswwyY/XsNGREREpHDMsBEREZFFmGGTHzNsRERERArHDBsRERFZhBk2+THDRkRERKRwzLDZKE6nQFQyWCPrYOzzw9azILaKGTb5McNGREREpHDMsBEREZFFmGGTHzNsRERERArHDBsRERFZhBk2+THDRkRERKRwzLARERGRRZhhk1+JC9gsGW5ujakuLHkBcmoOIlLaFBv5fS7Z+pcuUUGVuICNiIiIihYzbPLjNWxERERECscMGxEREVmEGTb5McNGREREpHAM2IiIiIgUjqdEiYiIyCI8JSo/ZtiIiIiIFK7EZdjkisDlmsONcxYRkVzkmpfS2LqcH9I2McMmP2bYiIiIiBSuxGXYiIiIqGgxwyY/ZtiIiIiIFI4ZNiIiIrIIM2zyY4aNiIiISOGYYSMiIiKLMMMmP0UGbJYMC7fkCVXiUHUOkSciOVjy2WKtdQvK1r/oqWRQZMBGRERExQsDY3nxGjYiIiIihWOGjYiIiCzCa9jkxwwbERERkcIxw0ZEREQWYYZNfsywERERESkcAzYiIiKySE6GTe6HqQYOHAhnZ2eoVCqoVCq4uLhg9uzZUnmNGjWkspxHmTJl9NpITk6Gv78/1Go1VCoVvLy8cOLECb060dHR8PX1ldrw9fXFjRs39OpERkbC09MTKpUKarUaDRo0QGpqqtnHWJGnRC1Jexa3ecvy29fitj9EREpj7HPU1k+zlVQ1atTAlClT0KJFCwDA7NmzMXPmTDRo0AA9e/YEAFSoUAF79+6V1ildurReGy1btsQ///yD0NBQVKlSBaNHj0ZgYCCSkpLg4OAAAGjWrBlSUlKwfPlyAEBISAiaNWuGO3fuAAAyMjLQrl07ODs7Y926dbh16xamTp2KVq1a4ezZs2btkyIDNiIiIio+ivIattjYWCQnJ0vLtVottFqtXt2PP/5Y7+/OnTtDrVZj69atUsBWqlQp+Pv757mtmzdvIioqCiEhIZg8eTIAoHbt2mjcuDEWLFiAadOmYefOnUhMTMSKFSswfPhwAIBarcbIkSMRHh6O4OBghIaG4smTJzh69CgCAgIAADExMQgLC0NMTAy8vb1N3n+eEiUiIqJiw8/PD1WqVJEePXr0MFo/IyMDISEhEEKgT58+0vL4+Hio1Wo4ODjgxRdfxIULF6SyjRs3AgDGjx8vLQsICICTkxMiIiIAAJs3bwYAKVgDgBEjRuitv2fPHjg5OUnBGgBMmDABALBhwwaz9psZNiIiIio2oqKi4OLiIv39fHYtx+bNm9GvXz/p748++kgK7rp164ayZcuiQYMGOH36NBYuXIjGjRsjISEBWq0W165dAwBUr15dr02NRoOEhAQA2Zk+e3v7XNu1t7dHbGwsAODu3bvQaDR65TltRkdHm7XfDNiIiIjIIkV5SrRy5coGg7Rnde7cGXv27EFsbCy++uorzJo1C40aNUKPHj3wxRdfSPV69+6Nvn37olGjRpgzZw7mz59vtF1Tri1/to6h+uZeo85TokRERFTilClTBh06dMDgwYMRGRkJNzc3fPDBB3nWbdiwIezt7XHu3DkAgK+vL4DcWbC0tDS4u7sDyA4cMzMzc7WVmZmJSpUqAQDc3d3x6NEjvfKcNn18fMzaHwZsREREZBGlTethSF4BFgBcvnwZmZmZqFKlCgCgf//+AIAlS5ZIdc6cOYP09HR06tQJANC3b18AwOrVq6U6K1eu1Fs/KCgI6enpOHPmjFRn8eLFAIABAwaY1XeVsMKY5uTkZLi6uhb1ZjlFBhGRlRn7ypFr+g1LPvuL27QfSUlJJp0uLCw53+fHjh3LNY9ZYUtNTUWLFi1M2sdWrVph0KBBaNiwIe7cuYPPP/8cR48exbx58zB06FB0794do0aNgp+fH06ePInp06cjLS0Nt27dkrJjdevWxaVLlzBv3jx4e3tjzJgxePz4sd60Hu7u7khNTUVYWBgAYOzYsdBqtXrTemi1Wmg0GixduhQxMTGYOnUq/Pz8zJ7WgwEbEREVGQZs8rJWwBYZGVkkAVvLli1N2sdatWrh2rVryMrKgkqlgpubGyZPnowpU6bg/v37qFWrFu7fvw8hBOzs7ODj44O1a9eiefPmUhsPHz5EYGAgzp8/DyEEPDw8sGPHDr06V69eRVBQEK5fvw4g+zTngQMHUK1aNalOZGQkevXqhYSEBKhUKtSrVw+HDx82+3liwEZEREWGAZu8GLCVXBwlSkRERBbhzd/lx0EHRERERArHDBsRERFZhBk2+THDRkRERKRwzLARFSOWXJRd0Auv5fxVa42LzG39V7q1FfR1mN96Jel5LY77ygyb/JhhIyIiIlI4ZtiIiIjIIsywyY8ZNiIiIiKFY4aNiIiILMIMm/yYYSMiIiJSOGbYiIiIyCLMsMmPGTYiIiIihSuWGTbexN32FLd5tazxGpVrm9Z6v/F9Ts+yZJ5BJX5GGFPc+gsww1YUmGEjIiIiUjgGbEREREQKVyxPiRIREZFy8JSo/JhhIyIiIlI4ZtiIiIjIIsywyY8ZNiIiIiKFs1qGzZIh+8aibE4FUDJZ8suKrwl6llyvB1v/9S83S543JU75ocQ+WYIZNvkxw0ZERESkcLyGjYiIiCxm6xkwuTHDRkRERKRwzLARERGRRXgNm/yYYSMiIiJSOGbYiIiIyCLMsMlPkQGbrT8pJRWn16CSrKRN02Ar5JpiSs51yTYpMmAjIiKi4oMZNvnxGjYiIiIihWOGjYiIiCzCDJv8mGEjIiIiUjhm2IiIiMgizLDJjxk2IiIiIoVjho2IiIgswgyb/IplwMb5vKyHx966ONcXUclgrfnfqPgqlgEbERERKQczbPLjNWxERERECseAjYiIiEjheEqUiIiILMJTovJjho2IiIhI4ZhhIyIiIoswwyY/RQZsnDrCuiyZOoLPXf7kOkbWmiZArqlGStIUJtZ6XxS341TcyPW88nOW8qLIgI2IiIiKD2bY5Mdr2IiIiIgUjhk2IiIisggzbPJjho2IiIhI4ZhhIyIiIoswwyY/ZtiIiIiIFI4ZNsrF2K+YkjacvKTtT0EpcaoRudotab/SS9r+FDVOoVE4mGGTHzNsRERERArHDBsRERFZhBk2+THDRkRERKRwzLARERGRRZhhkx8zbERERFSiDBw4EM7OzlCpVFCpVHBxccHs2bOlcp1Oh7Zt28LOzg4qlQpubm7Yvn27XhvJycnw9/eHWq2GSqWCl5cXTpw4oVcnOjoavr6+0nZ8fX1x48YNvTqRkZHw9PSESqWCWq1GgwYNkJqaavY+MWAjIiIii+Rk2OR+mKpGjRqYMmUKdu/ejd27d8Pf3x8zZ86UgrJu3brh4MGDeO+997BlyxZotVr06dMHcXFxUhstW7bEhQsXEBoainXr1uHJkycIDAxERkaGVKdZs2aIi4vD8uXLsXz5csTFxaFZs2ZSeUZGBtq1a4eMjAysW7cOoaGhOH/+PFq1amX2MeYpUSIiIipRPv74Y72/O3fuDLVaja1bt+KVV15BREQEunTpgvnz5wMAOnToAFdXV0yaNAlr167FzZs3ERUVhZCQEEyePBkAULt2bTRu3BgLFizAtGnTsHPnTiQmJmLFihUYPnw4AECtVmPkyJEIDw9HcHAwQkND8eTJExw9ehQBAQEAgJiYGISFhSEmJgbe3t4m7xMzbJRLTmo3r4cSGetvfg9bYslxkutR3I5DcWPJvpSk42CMJc+5XJmi/PpUGBmowlaUGbbY2FjExMRIj+TkZKN9y8jIQEhICIQQ6NOnDw4dOgSdTofBgwdLdbRaLby8vHDs2DEAwMaNGwEA48ePl+oEBATAyckJERERAIDNmzcDgBSsAcCIESP01t+zZw+cnJykYA0AJkyYAADYsGGDWceYGTYiIiIqNvz8/PT+btOmDQ4cOJCr3ubNm9GvXz/p748++gg9evTA8uXLAWRnzJ7l5uaGu3fvAgCuXbsGAKhevbpeHY1Gg4SEBADZgaO9vX2u7drb2yM2NhYAcPfuXWg0Gr3ynDajo6ON7+hzGLARERFRsREVFQUXFxfpb61Wm2e9zp07Y8+ePYiNjcVXX32FWbNmoVGjRlK5Wq1/ktHUDKWpGer86pubreYpUSIiIrJYUQ04qFy5Mry9vaWHoYCtTJky6NChAwYPHozIyEi4ubnhgw8+kDJrFy9e1KuflJQEV1dXAICvry+A3FmwtLQ0uLu7S/3IzMzMtd3MzExUqlQJAODu7o5Hjx7plee06ePjY9JxzcGAjYiIiGxCZmYmAgMDoVar8cMPP0jLU1NTER8fjxYtWgAA+vfvDwBYsmSJVOfMmTNIT09Hp06dAAB9+/YFAKxevVqqs3LlSr31g4KCkJ6ejjNnzkh1Fi9eDAAYMGCAWX1XCStcpZicnAw3N7ei3iyZqLhdVFzc+mstSjxOxW0iTCX211ifjD3nltz0XInHwRosOQ6WvB+NbTcpKclgxkkOycnJcHV1xcaNG3Ndq1XY0tLS0L9/f5P2sVWrVhg0aBAaNmyIO3fu4PPPP8fRo0cxb948TJkyBcHBwdi9ezcmT56MFi1aYMKECbh16xZu3bolZcfq1q2LS5cuYd68efD29saYMWPw+PFjJCUlwcHBAUB2Bi01NRVhYWEAgLFjx0Kr1eLOnTsAsgc8aLVaaDQaLF26FDExMZg6dSr8/Pxw9uxZs/af17ARERFRiZKYmIjx48cjKytLmhg3J1gDgF27dqF9+/ZYuHAhdDodXF1dsWnTJilYA4AjR44gMDAQH3zwAYQQ8PDwQHh4uBSsAcCxY8cQFBSEkSNHAsg+zfnsAAgHBwfs378fvXr1wqBBg6BSqVCvXj0cPnzY7H1ihq0YU2LGxBqsOT0EWcZWMjXFcT+LY5+Lk4JmRvNb11oZtg0bNhRJhm3AgAFFvo9KwWvYiIiIiBSOp0SJiIjIIrz5u/yYYSMiIiJSOGbYiIiIyCLMsMmPGTYiIiIihWOGjYiIiCzCDJv8GLApHKeOkFdJOr6WTAVgLQU9/sVt0tfi+NyQvCz57ClJn1tkOgZsREREZBFm2OTHa9iIiIiIFI4ZNiIiIrIIM2zyY4aNiIiISOGYYSMiIiKLMMMmP2bYiIiIiBSOGTYiIiKyCDNs8mPApnDGXqDFbS4ea/W3oNuVq7+WfOhY0ie12nBCXYkfhHK99pU2R5tSyTVHHhEVDE+JEhERESkcM2xERERkEZ4SlR8zbEREREQKxwwbERERWYQZNvkxw0ZERESkcMywERERkUWYYZMfAzYry2/ofHF7gRa3qUaswdj0GtZiredNrqk7StL7prjtC8mPrwnbxICNiIiILMIMm/yU91OfiIiIiPQww0ZEREQWYYZNfsywERERESkcM2xERERkEWbY5McMGxEREZHCMcNGREREFmGGTX4M2KwsvxegrcxrZq39tGS7BV3XVp5TOVnyvpFr7jdjbP2LhgoXP0NsEwM2IiIisggzbPLjNWxERERECscMGxEREVmEGTb5McNGREREpHAFyrDdunUL169fR1paGtzd3VG3bl04OjoWdt+IiIiomLD1DJjcTA7Ybty4ga+//ho//fQTbt26pffEODg44OWXX8aoUaPQt29fqNVM3BEREREVFpMiq3HjxqF+/fq4fPkyZs+ejQsXLiApKQkZGRmIj4/Hr7/+ipdeegnTp0+Hv78/Tpw4IXe/yUpUKpXRhxIVtL/57avSHmq1WpaHnZ2d0Yexda11LOR6XuV4DVraX6WxxvEtaXKuByvIg0oukzJsDg4OuHr1Ktzd3XOVeXh4oH379mjfvj1mzpyJX3/9FTdu3EDTpk0LvbNERESkPBx0ID+TArYFCxaY3GDXrl0L3BkiIiIiyo3TehAREZFFmGGTn0kBW6NGjUy+vuD06dMWdYiIiIiI9JkUsPXq1Uv6f3p6OpYtWwY/Pz+0bNkSAHDs2DFcuHABo0ePlqWTREREpFzMsMnPpIBt5syZ0v9HjBiBkJAQfPzxx7nq3Lp1q3B7R0RERETmX8O2ceNGnDx5Mtfy//znP2jSpAlWrVpVKB0rSYrbcHW5+qvE42CsT6ZMt1DQdQvariWs0W5+v4iNlcv1a9pYu5YcI2v9+rfk+FuDEvukNPm9DpV4DJlhk5/ZM9w6Ozvj8OHDuZYfPnwYTk5OhdIpIiIiIvofszNs48ePxzvvvINTp06hRYsWALKvYVu1ahVmzJhR6B0kIiIiZWOGTX5mB2xTpkyBr68vvvjiC6xbtw4AUKdOHaxZswYDBgwo9A4SERER2boCzcM2YMAABmdEREQEgBm2osC7tBMREREpnNkZtqysLCxatAgbNmzAzZs3kZGRoVd+//79QuscERERKR8zbPIzO8M2a9YsfP755xgwYACSkpIwceJE9OnTB2q1Gh999JEMXSQiIiKybWZn2NauXYtvv/0W3bp1w6xZszBw4EC88MIL8Pf3x7FjxxASEiJHP6mYsMZca3LNl1bS2i3o/GOW/Kq1ZB42nU5X4O1agyXHUK7jr8Q52pTYp+JGiXNaMsMmP7MzbPHx8ahfvz4AoEyZMkhKSgIAdO/eHbt27Src3hERERGR+QGbt7c3bt++DQCoUaMGIiIiAAAnTpyAo6Nj4faOiIiIFC8nwyb3w1SdO3dG6dKloVKpoFarUbFiRYSHh+vVqVGjBlQqld6jTJkyenWSk5Ph7+8PtVoNlUoFLy8vnDhxQq9OdHQ0fH19pTZ8fX1x48YNvTqRkZHw9PSU+tOgQQOkpqaadYzNDth69+6NvXv3AgDGjRuH6dOno2bNmhg8eDDefPNNc5sjIiIiKlSnTp3CwIEDsW3bNqxfvx46nQ6vvPIKEhIS9OpVqFABf//9t97jWS1btsSFCxcQGhqKdevW4cmTJwgMDNQbcNmsWTPExcVh+fLlWL58OeLi4tCsWTOpPCMjA+3atUNGRgbWrVuH0NBQnD9/Hq1atTJrn8y+hi00NFT6f79+/VClShUcOXIENWrUQI8ePcxtjoiIiIo5pV3DlpiYqPd3/fr14efnh59//hljx46VlpcqVQr+/v55tnHz5k1ERUUhJCQEkydPBgDUrl0bjRs3xoIFCzBt2jTs3LkTiYmJWLFiBYYPHw4AUKvVGDlyJMLDwxEcHIzQ0FA8efIER48eRUBAAAAgJiYGYWFhiImJgbe3t0n7ZFaGLTMzE8OGDcO1a9ekZc2bN8fEiRMZrBEREZHsYmNjERMTIz2Sk5PzXScuLg4AcgVH8fHxUKvVcHBwwIsvvogLFy5IZRs3bgSQfUvOHAEBAXBycpIuB9u8eTMASMEaAIwYMUJv/T179sDJyUkK1gBgwoQJAIANGzaYttMwM8Nmb2+PrVu3Yvr06easRkRERFQo/Pz89P5u06YNDhw4YLC+TqfD66+/Dq1Wi969e0vLu3XrhrJly6JBgwY4ffo0Fi5ciMaNGyMhIQFarVZKTlWvXl2vPY1GI51ajY2Nhb29fa5t2tvbIzY2FgBw9+5daDQavfKcNqOjo03c6wKcEu3duze2bduGiRMnmrsqkUGWDFNX4vQbarXh5LWxMjnbLSg5p+Yo6NQdcvXJWtNv2BIep5KpKE+JRkVFwcXFRVqu1WqNrtegQQMkJiYiMjJSb/kXX3wh/b93797o27cvGjVqhDlz5mD+/PlG2zTlO+vZOobqm/PdZ3bAVqNGDXz88cc4evQoGjdujNKlS+uVcx42IiIikkvlypXzDdJy+Pv74+LFi9i3bx+aNm1qtG7Dhg1hb2+Pc+fOAQB8fX0BZGfBns2ypaWlwd3dXepLZmZmrrYyMzNRqVIlAIC7uzuuX7+uV56TWfPx8TFpP4ACjBJdsWIF3NzccOrUKXzzzTdYtGiR9Fi8eLG5zREREVExp7RpPXQ6Hfz9/XHhwgWEh4cjMDAw33UuX76MzMxMVKlSBQDQv39/AMCSJUukOmfOnEF6ejo6deoEAOjbty8AYPXq1VKdlStX6q0fFBSE9PR0nDlzRqqTEy8NGDDA5H1SCSvkp5OTk+Hm5lbUm7UaJc5KbYycpyetsU2eErWMtU6JWnLqUq5TogXdppx3i1Bau0rdrq14+PChydmnwpCcnAxXV1d8/vnncHZ2lnVbjx8/xsSJE5GUlJTvPtarVw8XLlzA4sWL0a5dO2m5t7c3ypUrh/j4eHTv3h2jRo2Cn58fTp48ienTpyMtLQ23bt2SsmN169bFpUuXMG/ePHh7e2PMmDF4/PgxkpKS4ODgACA7g5aamoqwsDAAwNixY6HVanHnzh0A2dN6aLVaaDQaLF26FDExMZg6dSr8/Pxw9uxZk/ff7FOiRERERM9S2rQeOaM9nx3hCWSP5lyxYgUcHBxw/fp1vP322xBCwM7ODj4+Pli7dq0UrAHAkSNHEBgYiA8++ABCCHh4eCA8PFwK1gDg2LFjCAoKwsiRIwFkn+Z8dhCEg4MD9u/fj169emHQoEFQqVSoV68eDh8+bNb+mx2wCSGwadMm7N+/HwkJCbl+rW7ZssXcJomIiIgKTX7BXbly5XLN1ZYXNze3fLNgL7zwQr6jPVu2bCll3ArK7IBt3Lhx+Oabb9CuXTvpNgtERERku5SWYSuJzA7YfvzxR2zZsgVdu3aVoz9URIpboC1Xfy25hs3YNWN2dnYFWi+/dZ9Nwz+vVCnjb+eCXuOWlZVltPzp06cGy/IaPWXqusaOvyXXxlnyWrL1L4zCUNDjz2NPts7sgM3V1VUa6kpERETEDJv8zP7J/dFHH2HWrFl4/PixHP0hIiIioueYnWHr378/fvrpJ3h4eMDHxyfXLRlOnz5daJ0jIiIi5WOGTX5mB2xDhw7FqVOn8J///IeDDoiIiIiKgNkB265du/Dbb7/hpZdekqM/REREVMwwwyY/s69hq1KlSpHOokxERERk68wO2D777DNMnjw5141MiYiIyHYp5T6iJZXZp0T/85//IC0tDS+88AI0Gk2uQQf3798vtM4pSX7X6intxWRL1xZa616iBb2v5/PvmedpNBqDZeXKlTNY5urqarRdFxcXg2XG5i1LTU012q6x2cJTUlKMrmtstHlGRobRdY0x9n60xjxsSvz84Hx0RMWL2QFbzh3miYiIiABew1YUzA7YhgwZIkc/iIiIiMgAkwK2R48eoXTp0iY3am59IiIiKr6YYZOfSYMOatSogblz5yIuLs5gHSEEfv/9dwQHB2PJkiWF1kEiIiIiW2dShu3AgQP473//i1mzZqFhw4Zo0qQJKlWqBCcnJzx48ABRUVGIjIyEvb09pk6dilGjRsndbyIiIlIIZtjkZ1LAVrt2bWzcuBExMTHYuHEjDh06hKNHj+Lx48eoUKECGjVqhG+//RZdu3Y1OjqOiIiIiMxn1qADb29vTJgwARMmTJCrP4qVX2RvbIi8XFMMGGNJf+VYrzjK78eHnZ2dwTJjU3eUKVPGaLvVqlUzWFa7dm2DZTVr1jTarrEpQYxN65GQkGC03X///bdAZQAQGxtrsMzYazgzM9Nou8bWLWgZUPDXv1ztmtJ2SaHEqVGIipLZo0SJiIiInsVTovLj+UsiIiIihWOGjYiIiCzCDJv8mGEjIiIiUjhm2IiIiMgizLDJz+wM2+7du3H48GHp76VLl6Jhw4YYNGgQHjx4UKidIyIiIqICZNgmTZqETz/9FABw7tw5vPfee5g4cSL27duHiRMnYvXq1YXeyeLOGlNhKHH6DWN9sqS/+a1rrNzY1B35tWtsWg9HR0eDZZUqVTLaboMGDQyWdejQwWBZvXr1jLbr7OxssMzYtB6pqalG2/37778Nlmk0GqPrPnnyxGDZ06dPC1QGyDdtja3/wicyhBk2+ZkdsEVHR8PPzw8AsHnzZnTv3h1z587F6dOn0bVr10LvIBEREZGtM/uUqIODA9LS0gAAe/bsQadOnQBkT8qZnJxcuL0jIiIixcvJsMn9sGVmZ9heeuklTJw4Ea1bt8bx48fx888/A8ie0dzb27vQO0hERERk68zOsH355ZcoVaoUNm3ahK+++gqVK1cGAISHh6NLly6F3kEiIiJSNmbY5Gd2hq1q1arYuXNnruWLFi0qlA4RERERkT6TArbk5GRotVrp/8bk1CMiIiLbwFGi8jMpYCtbtixu374NDw8PuLm55Tn0XQgBlUqFrKysQu8kERERkS0zKWDbt28fypUrJ/1fiXN8WZuxyN8axyu/XyLF7TmUc542Q4zN0ZZfu6VLlzZYVqVKFaPttmrVymBZ06ZNC7RNAEhPTzdY5ubmZrDMxcXFaLvGtmtsmwAQHx9vsOzhw4cFbtfYvHLGnldLfnBa8hq1JHNgbLuWtGvr2QwyDzNs8jMpYGvTpo30/7Zt28rVFyIiIiLKg9mjRKdPn57nr9CkpCQMHDiwUDpFRERExQdHicrP7IDt+++/R+vWrXH16lVp2YEDB1C/fn1cv369MPtGRERERChAwHb27Fn4+PigYcOG+PbbbzFp0iR06tQJQ4cO1bspPBEREdkGZtjkZ/Y8bK6urli/fj2mTZuGt956C6VKlUJ4eLjRm1ITERERUcGZnWEDgLCwMCxatAgDBw6Er68vQkJC8Pfffxd234iIiIgIBciwBQcH48SJE/j+++/Rr18/PH78GBMnTkSLFi0wa9YsTJ48WY5+Kl5xmyajJJFryo/82rW3tzdYZmyqi2rVqhltt3bt2gbLjE1JYWdnZ7TdsmXLFmjdUqWMf0wYO01hbF8AwMPDw2CZsWOYkpJitN2nT58aLTckv+dcrik0lEhp+1rSjm9Jw2k95Gd2hu3p06c4e/Ys+vXrBwBwdnbGV199hU2bNvH2VEREREQyMDvD9vvvv+e5vFu3bjh37pzFHSIiIqLihRk2+RXoGjZDKlSoUJjNEREREREKkGHLysrCokWLsGHDBty8eRMZGRl65ffv3y+0zhEREZHyMcMmP7MzbLNmzcLnn3+OAQMGICkpCRMnTkSfPn2gVqvx0UcfydBFIiIiIttmdsC2du1afPvtt3j//fdRqlQpDBw4ECtWrMCMGTNw7NgxOfpIRERECsaJc+Vn9inR+Ph41K9fHwBQpkwZJCUlAQC6d++O6dOnF27vqMDkmurCWqw1dUdB2zU2FYazs7PRdl1cXAyWOTo6GiwzNs0IYHxKkCdPnhRomwDg5ORksMzBwcHoumXKlDFYZmyqESW+RksaTt1BpCxmZ9i8vb1x+/ZtAECNGjUQEREBADhx4kS+H+xERERUMjG7Ji+zA7bevXtj7969AIBx48Zh+vTpqFmzJgYPHow333yz0DtIREREZOvMPiUaGhoq/b9fv36oUqUKjhw5gho1aqBHjx6F2jkiIiJSPo4SlZ/ZAdvzmjdvjubNmxdGX4iIiIgoDxYHbERERGTbmGGTX6He6YCIiIiICh8zbERERGQRZtjkx4CNigVL3qjG1i1oGQDodDqDZU+fPjVYlpKSYrTdhw8fGixzd3c3WJbf3GSPHj0yWGZsSp6srCyj7Rqbwy2/fTVW/vxt755l7Nhbwta/EKzN2GuYzw3ZOrNPiQ4dOhSHDh2Soy9ERERUDCntTgedO3dG6dKloVKpoFarUbFiRYSHh+vV0el0aNu2Lezs7KBSqeDm5obt27fr1UlOToa/vz/UajVUKhW8vLxw4sQJvTrR0dHw9fWFSqWCSqWCr68vbty4oVcnMjISnp6eUn8aNGiA1NRUs46x2QFbSkoKOnXqhJo1a2Lu3LmIjY01twkiIiIi2Zw6dQoDBw7Etm3bsH79euh0OrzyyitISEiQ6nTr1g0HDx7Ee++9hy1btkCr1aJPnz6Ii4uT6rRs2RIXLlxAaGgo1q1bhydPniAwMFDvDECzZs0QFxeH5cuXY/ny5YiLi0OzZs2k8oyMDLRr1w4ZGRlYt24dQkNDcf78ebRq1cqsfTL7lOjmzZtx7949/Pjjj1izZg1mzpyJoKAgDB8+HD179sz39jhERERUshTlNWyxsbFITk6Wlmu1Wmi1Wr26iYmJen/Xr18ffn5++PnnnzF27FjodDpERESgS5cumD9/PgCgQ4cOcHV1xaRJk7B27VrcvHkTUVFRCAkJweTJkwEAtWvXRuPGjbFgwQJMmzYNO3fuRGJiIlasWIHhw4cDyL4N4MiRIxEeHo7g4GCEhobiyZMnOHr0KAICAgAAMTExCAsLQ0xMDLy9vU3a/wKNEi1fvjzGjRuHv/76C8ePH0eNGjXwxhtvoFKlSpgwYQIuX75ckGaJiIiIjPLz80OVKlWkhymT9udkzXKCo0OHDkGn02Hw4MFSHa1WCy8vLxw7dgwAsHHjRgDA+PHjpToBAQFwcnKSbsu5efNmAJCCNQAYMWKE3vp79uyBk5OTFKwBwIQJEwAAGzZsMHm/LRp0cPv2bURERCAiIgJ2dnbo2rUrLly4AD8/P8yfP1/qEBEREVFhiIqKgouLi/T389m15+l0Orz++uvQarXo3bs3AODSpUsAsjNmz3Jzc8Pdu3cBANeuXQMAVK9eXa+ORqORTq3GxsbmeWbR3t5eumTs7t270Gg0euU5bUZHRxvt+7PMDtgyMzOxY8cOrF69GhEREfD398eECRPw+uuvSwdw/fr1eOeddxiwERER2YCiPCVauXLlfIO0ZzVo0ACJiYmIjIzMVaZW659oNHUf8huV/3wdQ/VNaSeH2QFbxYoVodPpMHDgQBw/fhwNGzbMVadz585wc3Mzt+lizdiTbM4TYg652rXGvshJrg8RY9NdpKenGyyLj4832q6xSwoqVapksCy/60cdHBwMlhmbhiS/59zYNCQXL140uu6zF/c+7/HjxwbL5JrWIz+WTANT3HCKDSoJ/P39cfHiRezbtw9NmzaVludk1i5evKgXxyQlJcHV1RUA4OvrCyA7C/Zsli0tLU2aYqly5crIzMzMtd3MzEzp89rd3R3Xr1/XK8/JrPn4+Ji8L2Zfw7Zo0SLExcVh6dKleQZrAFC2bFmz0nxERERUfCltWg+dTgd/f39cuHAB4eHhCAwM1CsPDAyEWq3GDz/8IC1LTU1FfHw8WrRoAQDo378/AGDJkiVSnTNnziA9PR2dOnUCAPTt2xcAsHr1aqnOypUr9dYPCgpCeno6zpw5I9VZvHgxAGDAgAEm75PZGbY33njD3FWIiIiIikxOsLZ48WJ4enri7NmzALIHHZQrVw5qtRqdOnVCeHg4PvjgA7Ro0QITJkyAWq3GggULAABVq1aFn58fwsLCUKlSJXh7e2PMmDFwcnLCpEmTAADdu3dHhQoVMHr0aOmsy9ixY+Hh4YHg4GAAwJQpUzB37ly0b98eS5cuRUxMDJYuXYr69eubPEIU4J0OiIiIyEJKuzXVhQsXAOiP8ASyR3OuWLECALBr1y60b98eCxcuhE6ng6urKzZt2qR36cmRI0cQGBiIDz74AEIIeHh4IDw8XO8Sk2PHjiEoKAgjR44EkH2a88CBA1K5g4MD9u/fj169emHQoEFQqVSoV68eDh8+bNb+M2AjIiKiEsWU4E6tVusFVnlxc3OTsnOGvPDCC/leBtayZUvcuXMn3z4Zw4CNiIiILKK0DFtJZNagg8zMTAwbNkyam4SIiIiI5GdWwGZvb4+tW7fK1RciIiIqhpQ2SrQkMvuUaO/evbFt2zZMnDhRjv4UW8VxfjJbYey5MTaf1/MTKj7P2DxsKSkpBsuen4/neSdOnDBYZmyyyBdffNFou8/PtP0sY/PG5TXH0LNOnjxpsMzYvgDG52Ez1qf85mEzVl7SPvTl2p+SdpyIijuzA7YaNWrg448/xtGjR9G4cWOULl1arzwkJKTQOkdERETKx2vY5Gd2wLZixQq4ubnh1KlTOHXqlF6ZSqViwEZERERUyMwO2HgHAyIiInoWM2zyM/vWVM/iRYBERERE8itQwPb999+jfv36cHZ2hrOzM/z9/fXux0VERES2g6NE5Wf2KdHPP/8c06dPx7vvvovWrVtDCIEjR47g7bffRmJiIiZMmCBHP4mIiIhsltkBW1hYGL766isMHjxYWtazZ0/UrVsXH330kc0GbMYif7mm/LDk10ZB+5TfNo21a8kxsmRfC7quJVNHPHnyxGDZ7du3jbZrbJqM1NRUg2Xnz5832q67u7vBMmPHPyYmxmi7//77r8GyS5cuGV03MTHRYFlGRobBsvyeG2PPeUHLLJFfu9bIHBS3bIWcnxFkOV7DJj+zT4nevn0brVq1yrW8VatW+X4REREREZH5zA7YatSogQ0bNuRa/vPPP6NmzZqF0ikiIiIqPngNm/zMPiU6a9YsvPrqqzh06BBat24NlUqFw4cPY+/evXkGckRERERkGbMzbH379sWff/6JChUqYNu2bdiyZQsqVKiA48ePo3fv3nL0kYiIiMimmZ1hA4DGjRvjxx9/LOy+EBERUTHEQQfyMzvDZmdnh4SEhFzL7927Bzs7u0LpFBERERH9j9kZNkMR7pMnT+Dg4GBxh6hoFHSKDUumKCnolB+Wbreg+5rf1BFZWVkGy4xNSZGSkmK0XWO3f3v48KHBssuXLxttt0yZMgbLjPX30aNHRtu9f/++wbLk5GSj6z5+/Nhg2dOnTw2WWTLliq3/SieSAzNs8jM5YFuyZAmA7C+4FStW6H34Z2Vl4dChQ3jxxRcLv4dERERENs7kgG3RokUAsiPcr7/+Wu/0p4ODA3x8fPD1118Xfg+JiIhI8Ww9AyY3kwO2nNM07dq1w5YtW1C2bFnZOkVERERE/2P2NWz79++Xox9ERERUTPEaNvmZPUq0X79+CA0NzbV8wYIF6N+/f6F0ioiIiIj+x+yA7eDBg+jWrVuu5V26dMGhQ4cKpVNERERUfPDWVPIzO2BLTU3Nc/oOe3v7fIfwExEREZH5zL6GrV69evj5558xY8YMveXr16+Hn59foXWMshmbT0qtNjvetpgl86UVdD40U7ZbUJYc3/zmAisoY/tqbL60e/fuGW3X3t7eYJmxOeXy28/MzMwClVmy3fz6VNDXS37r2fovfLnx+BZfvIZNfmYHbNOnT0ffvn1x9epVtG/fHgCwd+9e/PTTT9i4cWOhd5CIiIjI1pkdsPXo0QPbtm3D3LlzsWnTJjg7O8Pf3x979uxBmzZt5OgjERERKRgzbPIr0M3fu3XrlufAAyIiIiIqfAW6COrhw4dYsWIFPvzwQ+k+gqdPn0ZsbGyhdo6IiIiUj6NE5Wd2hu3s2bMICgqCq6srrl+/jhEjRqBcuXLYunUrbty4ge+//16OfhIRERHZLLMzbBMnTsTQoUNx+fJlODk5ScuDg4M5DxsREZENYoZNfmZn2E6cOIHly5fnWl65cmXEx8cXSqdsSX4vQKVN3ZHf9BtybDO/7cr1Js6vXWNTSxhb15J2jU2DYWzKD1O2W1AFPQ6WrGutdo2x1utQrnWtwRrvc6LiwuyAzcnJKc8Jci9dugR3d/dC6RQREREVHxwlKj+z0zc9e/bE7NmzpQkxVSoVbt68iSlTpqBv376F3kEiIiIiW2d2wLZw4ULcvXsXHh4eePz4Mdq0aYMaNWrAxcUFn3zyiRx9JCIiIrJpZp8S1Wq1OHz4MPbt24fTp09Dp9MhICAAQUFBcvSPiIiIFI6nROVndsD2/fff49VXX0X79u2lW1MB2Rc8r1+/HoMHDy7UDhIRERHZOrNPiQ4bNgxJSUm5lqekpGDYsGGF0ikiIiIqPjith/zMzrAJIfIceh0TEwNXV9dC6VRJY41pMixhSZ/k2lclTjVirNzYdCzGpubIr11j01XkxxrHKb/+FvQD2JJ2rTFNhq1/0TyroO/l/F6/PMZU0pkcsDVq1AgqlQoqlQodOnRAqVL/WzUrKwvR0dHo0qWLLJ0kIiIi5eI1bPIzOWDr1asXAODMmTPo3LkzypQpI5U5ODjAx8eH03oQERERycDkgG3mzJkAAB8fH7z66qt6t6UiIiIi28UMm/zMHnQwZMgQpKenY8WKFZg6dSru378PADh9+jRiY2MLvYNEREREts7sQQdnz55FUFAQXF1dcf36dYwcORLlypXD1q1bcePGDXz//fdy9JOIiIgUihk2+ZmdYZswYQKGDh2Ky5cv650WDQ4OxqFDhwq1c0RERERUgAzbyZMn8c033+RaXrlyZcTHxxdKp4iIiKj4YIZNfmYHbE5OTkhOTs61/NKlS3B3dy+UTpF1laS51PLbriWM9dmSbVoy15ox1pjzT6552OR6Tq31hWCNueGUqLjNWWktJek5J9OZfUq0Z8+emD17NjIzMwFkv4lu3ryJKVOmcFoPIiIiG8Q7HcjP7IBt4cKFuHv3Ljw8PPD48WO0adMGNWrUgIuLCz755BM5+khERERk08w+JarVanH48GHs27cPp0+fhk6nQ0BAAIKCguToHxERESkcr2GTn9kBW4727dujffv2hdkXIiIiIsqDWQGbTqfDmjVrsGXLFly/fh0qlQrVq1dHv3798MYbb/CiUCIiIhvEDJv8TL6GTQiBHj16YMSIEYiNjUX9+vVRt25d3LhxA0OHDkXv3r3l7CcRERGRycLCwuDp6Qk7OzuoVCpMnTpVr7xGjRpQqVR6j2fvkw4AycnJ8Pf3h1qthkqlgpeXF06cOKFXJzo6Gr6+vlIbvr6+uHHjhl6dyMhIeHp6QqVSQa1Wo0GDBkhNTTVrf0zOsK1ZswaHDh3C3r170a5dO72yffv2oVevXvj+++8xePBgszpAxYslv3AsmQZDrnWNya/dgk5BkF9/rDENiTFy/qq1xrQextZV4nQhcr43ipOStC+WUuLZLCVm2B48eICaNWtiyJAhWLBgQZ51KlSogL1790p/ly5dWq+8ZcuW+OeffxAaGooqVapg9OjRCAwMRFJSEhwcHAAAzZo1Q0pKCpYvXw4ACAkJQbNmzXDnzh0AQEZGBtq1awdnZ2esW7cOt27dwtSpU9GqVSucPXvW5P0xOWD76aef8OGHH+YK1oDs69mmTJmCtWvXMmAjIiIiq5sxYwZmzJgBAAYDtlKlSsHf3z/Psps3byIqKgohISGYPHkyAKB27dpo3LgxFixYgGnTpmHnzp1ITEzEihUrMHz4cACAWq3GyJEjER4ejuDgYISGhuLJkyc4evQoAgICAAAxMTEICwtDTEwMvL29Tdofk0+Jnj17Fl26dDFYHhwcjL///tvU5oiIiKgEKao52GJjYxETEyM98prM31Tx8fFQq9VwcHDAiy++iAsXLkhlGzduBACMHz9eWhYQEAAnJydEREQAADZv3gwAUrAGACNGjNBbf8+ePXBycpKCNSD7Np8AsGHDBpP7anKG7f79+/D09DRY7unpiQcPHpi8YSIiIiJz+fn56f3dpk0bHDhwwOx2unXrhrJly6JBgwY4ffo0Fi5ciMaNGyMhIQFarRbXrl0DAFSvXl1vPY1Gg4SEBADZwaO9vX2utu3t7REbGwsAuHv3LjQajV55TpvR0dEm99fkgC0rKwulShmubmdnh6dPn5q8YSIiIiJzRUVFwcXFRfpbq9UWqJ0vvvhC+n/v3r3Rt29fNGrUCHPmzMH8+fONrmvKdYTP1jFU35zrEU0O2IQQGDp0KBwdHfMsf/LkickbJSIiopKjKAcdVK5cucBBmjENGzaEvb09zp07BwDw9fUFkJ0FezbLlpaWJt07vXLlytKtOp+VmZmJSpUqAQDc3d1x/fp1vfKczJqPj4/J/TP5GrYhQ4bAw8MDrq6ueT48PDw44ICIiIiKpcuXLyMzMxNVqlQBAPTv3x8AsGTJEqnOmTNnkJ6ejk6dOgGAdA/11atXS3VWrlypt35QUBDS09Nx5swZqc7ixYsBAAMGDDC5fyphhbHSycnJcHNzK+rNFktKHL5dUHLtiyXtWmPdkvScWkpp03pYQol9soaStC9KZewYJyUlyZJ9MiQ5ORmurq7o169fntdyFabMzExs2rTJ5H2Mj4/HwYMHAQCvvfYaevbsiYEDB6Jq1aqoXr06unfvjlGjRsHPzw8nT57E9OnTkZaWhlu3bknZsbp16+LSpUuYN28evL29MWbMGDx+/FhvWg93d3ekpqYiLCwMADB27FhotVq9aT20Wi00Gg2WLl2KmJgYTJ06FX5+fmZN68GATeFK0pc7AzbLt1nSMGCzfF2lKUn7olQM2Ezbx8WLF0ujMZ/1wgsv4Pjx46hVqxbu378PIQTs7Ozg4+ODtWvXonnz5lLdhw8fIjAwEOfPn4cQAh4eHtixY4denatXryIoKEg67enj44MDBw6gWrVqUp3IyEj06tULCQkJUKlUqFevHg4fPmzWc8WATeFK0pc7AzbLt1nSMGCzfF2lKUn7olRKDNj69u1bJAHb5s2bi3wflcLka9iIiIiIyDrMuvk7ERER0fOUeGuqkoYZNiIiIiKFY4aNiIiILMIMm/yYYSMiIiJSOGbYFK6gvyiUOBLR2L5Y0t/8jpGxtq3xi82S/toSjrokKj6YYZMfM2xERERECscMGxEREVmEGTb5McNGREREpHDMsBEREZFFmGGTHzNsRERERArHDBsRERFZhBk2+TFgK8Ysma7ClqaOsNZ0IgXdptLaVSIl3sDdEkqbeiY/lrynlLg/RMUBAzYiIiKyCDNs8uM1bEREREQKx4CNiIiISOF4SpSIiIgswlOi8mOGjYiIiEjhmGEjIiIiizDDJj9m2IiIiIgUjhm2Yqwk/dqw1rxxlhzDgvZJrm3qdLoCt1vSKO29obT+yMmW9pX+hxk2+THDRkRERKRwzLARERGRRZhhkx8zbEREREQKxwwbERERWYQZNvkxw0ZERESkcMywERERkUWYYZMfAzYbZeyFL9cUGiVNQT88LDm+Je0Dq6CvQ2sdh5J2/I2xpX0lKg4YsBEREZFFmGGTH69hIyIiIlI4ZtiIiIjIIsywyY8ZNiIiIiKFY4aNiIiILGbrGTC5McNGREREpHDMsFGxINcvN2tMYcJfoabhcbIcj6G8LDm+JW36JF7DJj9m2IiIiIgUjgEbERERkcLxlCgRERFZhKdE5ccMGxEREZHCMcNGREREFmGGTX7MsBEREREpHDNsREREZBFm2ORntYDN2IEvafPTFDecW8g0fA2XPEr8QlBinygb3+dUlJhhIyIiIoswwyY/XsNGREREpHDMsBEREZFFmGGTHzNsRERERArHDBsRERFZhBk2+THDRkRERKRwNpVh43QVypXfcyPX8bfGa8Ja+yoXuaY3kevXtE6nM1imVhe/37DGjrGtZySo6DDDJr/i9+lEREREZGNsKsNGREREhY8ZNvkxw0ZERESkcAzYiIiIyCI5GTa5H+YICwuDp6cn7OzsoFKpMHXqVL1ynU6Htm3bSuVubm7Yvn27Xp3k5GT4+/tDrVZDpVLBy8sLJ06c0KsTHR0NX19fqFQqqFQq+Pr64saNG3p1IiMj4enpCZVKBbVajQYNGiA1NdWs/WHARkRERCXOgwcPULNmTbz33nt5lnfr1g0HDx7Ee++9hy1btkCr1aJPnz6Ii4uT6rRs2RIXLlxAaGgo1q1bhydPniAwMBAZGRlSnWbNmiEuLg7Lly/H8uXLERcXh2bNmknlGRkZaNeuHTIyMrBu3TqEhobi/PnzaNWqlVn7w2vYiIiIyCJKvIZtxowZmDFjBgBgwYIFemU6nQ4RERHo0qUL5s+fDwDo0KEDXF1dMWnSJKxduxY3b95EVFQUQkJCMHnyZABA7dq10bhxYyxYsADTpk3Dzp07kZiYiBUrVmD48OEAskebjxw5EuHh4QgODkZoaCiePHmCo0ePIiAgAAAQExODsLAwxMTEwNvb26T9YYbtGTnpzLweJC9jx16px1+ulH5B1y2qUxKF2SdrUKvVBh/FkdKOry1R4uvbFsTGxiImJkZ6JCcnm93GoUOHoNPpMHjwYGmZVquFl5cXjh07BgDYuHEjAGD8+PFSnYCAADg5OSEiIgIAsHnzZgCQgjUAGDFihN76e/bsgZOTkxSsAcCECRMAABs2bDC5z8ywERERUbHh5+en93ebNm1w4MABs9q4dOkSgOyM2bPc3Nxw9+5dAMC1a9cAANWrV9ero9FokJCQACA7eLS3t8/Vvr29PWJjYwEAd+/ehUaj0SvPaTM6OtrkPjNgIyIiIosU5SnRqKgouLi4SMu1Wm2B23w+s27qPphy5ufZOobqm3MGqXieAyAiIiKbVLlyZXh7e0uPggRsOZm1ixcv6i1PSkqCq6srAMDX1xdA7ixYWloa3N3dpb5kZmbmaj8zMxOVKlUCALi7u+PRo0d65Tlt+vj4mNxnBmxERERkESVcM2uOwMBAqNVq/PDDD9Ky1NRUxMfHo0WLFgCA/v37AwCWLFki1Tlz5gzS09PRqVMnAEDfvn0BAKtXr5bqrFy5Um/9oKAgpKen48yZM1KdxYsXAwAGDBhgcp9VwgpXRiYnJ0sRbF6sdd9IpV7cXpzwGMqrpN03sqTtjxx4HJTLWt8pxrablJRk0SlCc+V8nzdv3hylSsl7ldXTp0/x559/mryP8fHxOHjwIADgtddeQ8+ePTFw4EBUrVoVLVu2RHBwMHbv3o3JkyejRYsWmDBhAm7duoVbt25J2bG6devi0qVLmDdvHry9vTFmzBg8fvwYSUlJcHBwAJCdQUtNTUVYWBgAYOzYsdBqtbhz5w6A7Gk9tFotNBoNli5dipiYGEydOhV+fn44e/asyfvPgK0ItmtLeAzlVdICnJK2P3LgcVAuBmz/+z5v1qxZkQRsx48fN3kfFy9eLI3GfNYLL7yAK1euQKfToX379vjjjz+g0+ng6uqK1atXo3fv3lLdhw8fIjAwEOfPn4cQAh4eHtixYweaN28u1bl69SqCgoJw/fp1ANmnOQ8cOIBq1apJdSIjI9GrVy8kJCRApVKhXr16OHz4sFnPFQO2ItiuLeExlFdJC3BK2v7IgcdBuRiwKTtgK2lsapQogwnrUuIXT3F7TSjxGFqipO0PKZMlrzNjnxHF7fNDTkU5StRWcdABERERkcLZVIaNiIiICh8zbPJjho2IiIhI4ZhhIyIiIoswwyY/ZtiIiIiIFI4ZNiIiIrKYrWfA5KbIgE2uJ51DsOXHNyzZKr72lau4ffbztUR5UWTARkRERMUHr2GTH69hIyIiIlI4ZtiIiIjIIsywyY8ZNiIiIiKFY4aNiIiILMIMm/yYYSMiIiJSuGKZYStuQ7RJuSz5xWYrr8P8jpFcx8Eaz42t/4KnwsXXExWmYhmwERERkXLwlKj8eEqUiIiISOGYYSMiIiKLMMMmP2bYiIiIiBSOGTYiIiKyCDNs8mOGjYiIiEjhmGEjIiIiizDDJr9iGbAZe9KMzb8k57xOBW3bVubyKonk+vCQaw6xgrZryWtfrnXz21db/2AnfZxvkUqCYhmwERERkXIwwyY/XsNGREREpHDMsBEREZFFmGGTHzNsRERERArHDBsRERFZhBk2+THDRkRERKRwxTLDpsRh1krsExVPSvsVaa3+KO04kHWVtNeDXFNQWQszbPJjho2IiIhI4Yplho2IiIiUgxk2+THDRkRERKRwzLARERGRRZhhkx8zbEREREQKxwwbERERWYQZNvkVy4DNGk+aJdvklB+kBMXtfUNUWCyZQkOu1zDfG2QunhIlIiIiUrhimWEjIiIi5eApUfkxw0ZERESkcMywERERkUWYYZMfM2xERERECscMGxEREVmEGTb5McNGREREpHDMsBERUbFX0Pku81vP1rM65uCxkhczbEREREQKxwwbERERWYTXsMmPGTYiIiIihWOGjYiIiCzCDJv8mGEjIiIiUjgGbIR9+/Zh0aJF1u4GEREVUzkZNrkftsymAjaVSmX0UZhtT506FcePH0dycjLi4+OxZcsW1KxZ0+wXH1/URET5Y4BAJZ1NBWxFKTAwEMuWLUPLli3RsWNHlCpVChEREdBoNLJsz97eXpZ2iYiI8sMMm/wYsMmka9eu+O677xAVFYWzZ89i2LBhqFatGho3bpyr7r59+7BkyRIsWrQI9+7dw+3btzFy5EhoNBqsWrUKycnJuHLlCrp06SKts3//foSFheGzzz7D3bt38fvvvwMAOnfujD/++AP379/H3bt3sWPHDvj6+krraTQarFmzBsnJyYiNjcXEiRPlPxhERERkEQZsRcTV1RUAcP/+/TzLBw8ejMTERDRv3hxffvklli1bhg0bNuDo0aMICAjAb7/9hh9++AHOzs7SOkOGDMHTp0/RunVrvPXWWwCA0qVL4/PPP0ezZs0QFBQEnU6HLVu2SKd8FyxYgHbt2qFPnz7o3Lkz2rRpk2cQSUREZCqlZdjatm2b61IlOzs7qVyn06Ft27aws7ODSqWCm5sbtm/frtdGcnIy/P39oVaroVKp4OXlhRMnTujViY6Ohq+vr7QNX19f3Lhxw7KDaYBKWCHHmJycLAUwRUnOW5AYa1sIge3bt6Ns2bIIDAzMtd6+fftgZ2eHNm3aAADUajUePnyILVu2YMiQIQAAT09PxMfHo0WLFvjzzz+xf/9+uLq6IiAgwGh/KlSogISEBNSvXx/Xr19HYmIihgwZgg0bNgAAypYti1u3buHbb7/FhAkTCrz/RERysvXTYaZKSkqCVqstsu3lfJ9XqVIFarW8OSCdTodbt26ZtI9t27bFsWPHcPz4cWmZvb096tSpAwAIDg7G7t27MWnSJLRs2RLjxo1DbGwsbt26hUqVKgEA6tati3/++Qfz5s1DlSpVMHr0aKSnpyMpKQkODg4AAHd3d6SkpGDJkiUAgJCQELi6uuLOnTuFvv+ch60IfPnll/D398dLL71ksM65c+ek/+t0Oty7dw/nz5+XluU8+R4eHtKykydP5mrH19cXH3/8MVq0aIEKFSpIb6CqVavCzs4Ojo6OiIyMlOo/ePAAly5dKvjOERGRzSvKedhiY2ORnJwsLddqtXkGcCqVCv7+/rmW63Q6REREoEuXLpg/fz4AoEOHDnB1dcWkSZOwdu1a3Lx5E1FRUQgJCcHkyZMBALVr10bjxo2xYMECTJs2DTt37kRiYiJWrFiB4cOHA8hOuIwcORLh4eEIDg4u1P3nKVGZLVmyBD169EC7du0QGxtrsF5mZqbe30KIXMsA6P2CefToUa7yX375BeXLl8eoUaPQokULtGjRAgDg4OBg8UhYIiIia/Pz80OVKlWkR48ePfKsl56eDjs7O9jb26Nq1ao4cOAAAODQoUPQ6XQYPHiwVFer1cLLywvHjh0DAGzcuBEAMH78eKlOQEAAnJycEBERAQDYvHkzAEjBGgCMGDFCb/3CxAybjMLCwtCrVy+0bdsW169fl3175cqVg5+fH9566y0cOXIEANC6dWup/MqVK8jIyECLFi1w69YtAICbmxtq1aqFQ4cOyd4/IiIiS0VFRcHFxUX6O6/sWvv27dG0aVO0aNECV69exdy5c9GhQwf8888/0lml2rVr663j5uaGu3fvAgCuXbsGAKhevbpeHY1Gg4SEBADZmb68Zmiwt7c3mqApKJsK2ORM1z7f9tKlSzFo0CD07NkTKSkp8PT0BJB9fUF6enqu9fJKJ5vb3wcPHiAxMRGjRo1CfHw8qlatinnz5knljx49wqpVqzB//nzcu3cPd+7cwZw5c6DT6czaDhEVnfw+B4pb5tzY/hjbFzmvQSbLFeUp0cqVK+d7DduMGTP0/h46dCgqVqyI999/H127dgWAXNfcmdp/U95zcrwveUpUJqNHj4abmxsOHjyI+Ph46fHqq6/Ktk0hBF577TU0btwY586dw+effy6de88xadIkHDp0CNu3b8fvv/+OI0eO4NSpU7L1iYiIyNo8PDzg5uaGK1euSJm1ixcv6tVJSkqSBkTmTIcVHR2tVyctLQ3u7u4AsgPHvC5dyszMlAYuFCabGiVqS4rbr24iyhszbJa3a0usNUq0UqVKRTJKNC4urkD7mJycjLJly6JNmzbYs2cP7O3t0blzZ/z6668AgNTUVLi4uGDQoEHSoINq1aph/Pjx0q0bz5w5g0aNGmHOnDnSoINXXnkFq1atwrBhwwAAK1euxIgRI/Drr78W+qADBmwlVHH7ECeivDFgs7xdW8KALVuTJk3wxhtvoFGjRrh8+TI+/PBDJCQk4PDhw2jdurU0rcfkyZPRokULTJgwAbdu3co1rcelS5cwb948eHt7Y8yYMXj8+HGuaT1SU1MRFhYGABg7diy0Wq0s03owYCuhituHOBHljQGb5e3aEmsFbBUrViySgO327dsm7WPVqlURGxsLnU4HtVoNLy8vfPXVV9KIUp1Oh/bt2+OPP/6ATqeDq6srVq9ejd69e0ttPHz4EIGBgTh//jyEEPDw8MCOHTvQvHlzqc7Vq1cRFBQkDSz08fHBgQMHUK1atULf/xIXsJ04cQJeXl6ytE3yi4+PR7NmzazdDSLFYMBmebu2hAFbyVXiRol6eXnB29vb2t0gIiKyGUU5StRWlbiALT4+3tpdIAvw+SPSZ63pLKyRubP1L2QiY0pcwNa0aVNrd6HYk+uDWq5TIUREZF3MsMmP87ARERERKVyJy7ARERFR0WKGTX7MsBEREREpHDNsREREZBFm2OTHDBsRERGRwjHDZqOK26hMjjAlypux1781MhK2ngWxVcywyY8ZNiIiIiKFY4aNiIiILMIMm/yYYSMiIiJSOGbYiIiIyCLMsMmPGTYiIiIihWPARkRERKRwPCVKREREFuEpUfkxYCOz5PeGMTYnlCXzpXGuNaKiVdC5Dy15r9r6FzKRMQzYiIiIyGIMuOXFa9iIiIiIFI4ZNiIiIrJIUWTXbD2DxwwbERERkcIxw0ZEREQWYYZNflbJsNn6QSciIpIDv19LLqtk2FJSUqyxWXqGXG9qflgQlXx8nytXSkoKXF1di3y7zLDJzyoBW6VKlXDr1i24uLhwfi0iIiILCSGQkpKCSpUqWbsrJBOrBGxqtRre3t7W2DQREVGJZI3MWg5m2OTHUaJERERECsdRokRERGQRZtjkxwwbERERkcIxw0ZEREQWYYZNfsywEZGsDhw4AJVKhYcPHxa4jUuXLsHLy0tRUwJ99NFHaNiwofT3+++/j5CQEOt1iIhKNAZsZDOGDh0KlUoFlUoFe3t7eHp6omPHjli1ahV0Op1ZbT3/ZV1YfHx8sHjx4kJv15patWqF27dvWzSCbdq0aRgzZgxcXFwKsWeFa/LkyVi9ejWio6Ot3RWiIieEKJKHLWPARjalS5cuuH37Nq5fv47w8HC0a9cO48aNQ/fu3fH06VNrd6/QZGRkWLsLEgcHB3h5eRV4zsWYmBjs2LEDw4YNK+SeFe5x8vDwQKdOnfD1118XWptERDkYsJFNcXR0hJeXFypXroyAgAB8+OGH2L59O8LDw7FmzRqpXlJSEkaNGgUPDw9otVq0b98ef//9NwBgzZo1mDVrFv7++28pY5ezrrH1cuzYsQNNmjSBk5MTKlSogD59+gAA2rZtixs3bmDChAlSuzk2b96MunXrwtHRET4+Pvjss8/02vTx8cGcOXMwdOhQuLq6YuTIkbn2/e7du/Dy8sLcuXOlZX/++SccHBwQERFh8Jh98MEHqFWrFjQaDXx9fTF9+nRkZmYCyP5VHRQUhC5duki/fh8+fIiqVati2rRpAHKfEr1x4wZeeeUVlC1bFqVLl0bdunXx66+/Gtz+hg0b0KBBA725G9esWQM3Nzfs3LkTtWvXhkajQb9+/fDo0SN899138PHxQdmyZTF27FhkZWXle5yM7WOO0NBQeHp6wsXFBcOHD0d6enquvvbo0QM//fSTwX0hKqmYYSsCgshGDBkyRPTs2TPPsgYNGojg4GAhhBA6nU60bt1avPLKK+LEiRPi33//Fe+9954oX768uHfvnkhLSxPvvfeeqFu3rrh9+7a4ffu2SEtLy3c9IYTYuXOnsLOzEzNmzBBRUVHizJkz4pNPPhFCCHHv3j3h7e0tZs+eLbUrhBAnT54UarVazJ49W1y6dEmsXr1aODs7i9WrV0v9r1atmtBqtWLBggXi8uXL4vLly3nu565du4S9vb04ceKESElJETVq1BDjxo0zetw+/vhjceTIEREdHS127NghPD09xaeffiqVx8TEiLJly4rFixcLIYR49dVXRZMmTURGRoYQQoj9+/cLAOLBgwdCCCG6desmOnbsKM6ePSuuXr0qfvnlF3Hw4EGD2+/Zs6d4++239ZatXr1a2Nvbi44dO4rTp0+LgwcPivLly4tOnTqJAQMGiAsXLohffvlFODg4iPXr1+d7nPLbx59//lk4ODiIb7/9Vvzzzz9i2rRpwsXFRTRo0ECvX1FRUQKAuH79utFjSlRSJCUlCQDC2dlZaDQaWR/Ozs4CgEhKSrL2blsFAzayGcYCtldffVXUqVNHCCHE3r17hVarFenp6Xp1XnjhBbF8+XIhhBAzZ87M9WVtynotW7YUr7/+usE+VqtWTSxatEhv2aBBg0THjh31lk2aNEn4+fnprderVy+D7T5r9OjRolatWuL1118X9erVE48fPzZpvRzz588XjRs31lu2YcMG4ejoKKZOnSo0Go24dOmSVPZ8wFa/fn3x0Ucfmby9Bg0aiNmzZ+stW716tQAgrly5Ii176623hEajESkpKdKyzp07i7feekv629Tj9Pw+tmzZMlfQ2Lx581yvgZwvrwMHDpi0b0TFHQO2osNpPYiQnc7POQV56tQppKamonz58np1Hj9+jKtXrxpsw5T1zpw5k+fpSmMuXryInj176i1r3bo1Fi9ejKysLNjZ2QEAmjRpYlJ7CxcuRL169bBhwwacPHkSTk5ORutv2rQJixcvxpUrV5CamoqnT59Cq9Xq1enfvz+2bt2KefPm4auvvkKtWrUMthcSEoJ33nkHERERCAoKQt++feHv72+w/uPHj/Pso0ajwQsvvCD97enpCR8fH5QpU0ZvWUJCgt56eR2n/Pbx4sWLePvtt/XWadmyJfbv36+3zNnZGQCQlpZmcH+ISiLBaT1kx4CNCNlfyNWrVwcA6HQ6VKxYEQcOHMhVz83NzWAbpqyX84VujmeDyWeXPa906dImtXft2jXExcVBp9Phxo0bRoOlY8eO4bXXXsOsWbPQuXNnuLq6Yv369bmuoUtLS8OpU6dgZ2eHy5cvG93+iBEj0LlzZ+zatQsRERGYN28ePvvsM4wdOzbP+hUqVMCDBw9yLbe3t9f7O2f07/PLnh8B/PxxMnUfTXH//n0AgLu7u9nrEhEZw4CNbN6+fftw7tw5TJgwAQAQEBCA+Ph4lCpVCj4+Pnmu4+DgoHcxu6nr+fv7Y+/evQZHPObVrp+fHw4fPqy37OjRo6hVq5aUXTNVRkYGXn/9dbz66qt48cUXMXz4cJw7dw6enp551j9y5AiqVasmDSAAsgcNPO+9996DWq1GeHg4unbtim7duqF9+/YG+1GlShW8/fbbePvttzF16lR8++23BgO2Ro0aISoqyqz9NIcp+1inTh0cO3YMgwcPlpYdO3YsV1vnz5+Hvb096tatK1t/iZSIGTb5cZQo2ZQnT54gPj4esbGxOH36NObOnYuePXuie/fu0pdxUFAQWrZsiV69euG3337D9evXcfToUfz3v//FyZMnAWSPNoyOjsaZM2eQmJiIJ0+emLTezJkz8dNPP2HmzJm4ePEizp07h/nz50v98/HxwaFDhxAbG4vExEQA2cHQ3r178fHHH+Pff//Fd999hy+//BLvv/++2fs/bdo0JCUlYcmSJZg8eTLq1KmD4cOHG6xfo0YN3Lx5E+vXr8fVq1exZMkSbN26Va/Orl27sGrVKqxduxYdO3bElClTMGTIkDyzYgAwfvx4/Pbbb4iOjsbp06exb98+1KlTx2AfOnfujMjIyFyBbGExZR/HjRuHVatWYdWqVfj3338xc+ZMXLhwIVdbf/zxB15++eUCZVKJiIyy4vVzREVqyJAhAoAAIEqVKiXc3d1FUFCQWLVqlcjKytKrm5ycLMaOHSsqVaok7O3tRZUqVcTrr78ubt68KYQQIj09XfTt21e4ubkJANKIzfzWE0KIzZs3i4YNGwoHBwdRoUIF0adPH6ksMjJS+Pv7C0dHR/Hs23PTpk3Cz89P2Nvbi6pVq4oFCxbo9TevwQrP279/vyhVqpT4448/pGU3btwQrq6uYtmyZQbXmzRpkihfvrwoU6aMePXVV8WiRYuEq6urEEKIhIQE4enpKebOnSvVz8zMFM2aNRMDBgyQtotnBh28++674oUXXhCOjo7C3d1dvPHGGyIxMdHg9p8+fSoqV64sdu/eLS1bvXq11IcceQ0EeX6giaHjZGwfc3zyySeiQoUKokyZMmLIkCFi8uTJubZXq1Yt8dNPPxncF6KSJmfQgYODg3B0dJT14eDgYNODDlRC2HiOkYgUb9myZdi+fTt+++03a3fFoF27dmHSpEk4e/YsSpXi1SZkG5KTk+Hq6goHB4cCT45tKiEEMjIykJSUlGvgky3gpwoRKd6oUaPw4MEDpKSkKPb2VI8ePcLq1asZrJFNKorcj63nl5hhIyIiogLJybDZ29sXSYYtMzOTGTYiIiKigmCGTX4cJUpERESkcMywERERkUWYYZMfM2xERERECscMGxEREVmEGTb5McNGREREpHDMsBEREZFFmGGTHzNsRERERArHDBsRERFZhBk2+THDRkRERCXSa6+9Jt2FQaPR4Msvv7R2lwqMARsRERFZTAgh68Nc48aNw88//4xBgwbhl19+Qe3atTF27FhERkbKsPfy471EiYiIqEBy7iValEy9l2iZMmVQrVo1XLhwQVrm6OiIgICAYhm08Ro2IiIiKjZiY2ORnJws/a3VanMFcKmpqXj06BG6d++ut7xOnTq4ePFikfSzsPGUKBERERWIg4MDvLy8imx79vb28PPzQ5UqVaRHjx49ctX7999/AQC+vr56yz08PJCWllYkfS1szLARERFRgTg5OSE6OhoZGRlFsr309PRc2zJ2elSlUun9LYTItay4YMBGREREBebk5AQnJ6ci2ZYp164BQK1atQAAV69e1Vt+9+5dODs7F3q/igJPiRIREVGJUqZMGZQuXRq7du3SW37x4kXUqVPHSr2yDAM2IiIiKnGGDx+OCxcuYNiwYdi5cycCAgKQkZGBhQsXWrtrBcJpPYiIiKhEeu2117Bp0yZkZWXB2dkZn376KcaOHWvtbhUIAzYiIiIiheMpUSIiIiKFY8BGREREpHAM2IiIiIgUjgEbERERkcIxYCMiIiJSOAZsRERERArHgI2IiIhI4RiwERERESkcAzYiIiIihWPARkRERKRwDNiIiIiIFO7/AJdyvW+l7z+CAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "s.plot(navigator='slider')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The direct beam is at (x, y) = (128, 125). Lets create a navigation signal from a single pixel in the direct beam." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "s_nav = s.isig[33, 29].T" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This was pretty quick, thanks to how the chunking is for this dataset: (16, 16, 16, 16). So only about 0.4% of the full dataset had to be loaded into memory.\n", "\n", "Plotting it, we can see the nanocrystalline structure of the material." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "s_nav.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And then we can use it to navigate over the full dataset." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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FCjr77LP99VVhnXHGGcd9z+HDh/Xf//43MAkLv2fGjBn64Ycf9NprrwXsZO3atfkrzDF05plnqkiRIrrpppvUv3//PK+pVatW4P+nIzqxQYMG6tGjhx577LFcdixJ//73v9WqVSs9/fTTgc/z8pj16NFD99xzj55//nn9+c9/1osvvqhu3bod04N05plnKhKJHNMOojoZ7XP22Wdr+fLl8jwvUL87d+7U4cOHc23vcjojRE2mn7vMA2bKpQ4dOqho0aL64osvcnnI6CmT/od9MjIyAs945513FBcXpyZNmkiSqlatqqZNm+rf//53IGJv2bJl+uyzzwILep999lmdccYZev/99zVv3rzAvzFjxujAgQN66aWXnPl/5ZVXct133333STqKh2bOnOlfe+WVV+rTTz8NbDdx+PBh/fvf/9Yll1yiKlWq5KvOIpGI6tevr8cff1zly5f3PX/SUW9LQbxB1L59+/Tmm28GPps8ebLi4uKUmpoqSercubP++9//6siRI3m23QUXXJCvd4XrePLkyZLkR3FGv2xLlCjhX+N5np555plcz3LVQfTe8N9KlSql1q1ba82aNUpOTs6zHGEP3enSww8/rIMHD+YZCBCJRAL1IUkff/yxv6idOvPMM9WtWze98MILmjlzpnbs2HFM/ChJpUuX1sUXX6wZM2YEgly+//77gF1H8yIVrH3atm2r77//Ptc+di+88IL/d5PJdGIyD5gpl2rWrKmHHnpIw4cP15dffqnLL79cZ555pr755hutWLFCpUuX9r98brnlFk2YMEH9+vXT7t27lZiYqDlz5mj8+PHq169f4Jf3X/7yF7Vr107du3dXv379tHPnTg0dOlT16tXzo77WrVunFStW6I477lCbNm1y5e3SSy/V3/72Nz377LO6884788x/XvsmRbdzaNy4cWACeeutt2r8+PHq3r27Ro8erYSEBD311FP67LPPNGfOnGPW08yZM/XUU0+pW7duql27tjzP02uvvaY9e/aoXbt2/nVJSUmaP3++3nrrLZ1zzjk644wz8j0JCuvss8/WHXfcoc2bN+v888/XO++8o2eeeUZ33HGHzj33XEnS9ddfr5deekkdO3bUXXfdpaZNm6pYsWLKzMzUvHnz1LVrV1155ZXHfE/x4sX1t7/9Td9//72aNGmiJUuW6OGHH1Z6erpatGghSWrXrp2KFy+uHj16aMiQIcrOztbTTz+t7777LtfzkpKS9Nprr+npp59W48aNFRcXp4svvlhnnHGGatSooTfeeENt27bVWWedpQoVKqhmzZp64okn1KJFC1122WW64447VLNmTe3bt0+ff/653nrrrULZGFU66nm744479MQTT+T6W+fOnfWnP/1JDz74oFq2bKnPPvtMDz30kGrVqhWIMo7q1ltv1ZQpU3TnnXeqWrVqSktLO+77H3roIXXq1EkdOnTQXXfdpSNHjmjMmDEqU6aMj86lk9M+vXr10vjx43XzzTfrq6++UlJSkhYtWqRRo0apY8eO+cqvyWRyqBADAEyFJFdEYFgzZszwWrdu7ZUtW9YrUaKEV6NGDe+aa67x5syZE7juv//9r3f77bd7lSpV8ooVK+adf/753pgxY7wjR47keubs2bO9Zs2aefHx8d5ZZ53l9erVy/vmm2/8v999992eJG/t2rXOfA0dOtST5K1evdrzvLyjIGMp844dO7xevXp5Z511lhcfH+81a9bMe++99475PM/zvE8//dTr0aOHV6dOHa9kyZJeuXLlvKZNm3rPP/984Lq1a9d6l156qVeqVClPkteyZcvj5skVBVm3bl1v/vz53sUXX+yVKFHCO+ecc7w//OEP3qFDhwL3Hzp0yPvrX//q1a9f34uPj/fKlCnjXXjhhd7tt9/u/ec//zlmuW6++WavdOnS3scff+y1atXKK1mypHfWWWd5d9xxh/f9998Hrn3rrbf8d1StWtUbPHiwl5GR4Uny5s2b51/37bffetdcc41Xvnx5LxKJBKL15syZ4zVs2NArUaKEJynQlps2bfJuvfVWr2rVql6xYsW8ihUres2bN/cefvhh/5poFOS0adOcZQnrwQcfPGbEYFSMgqR27drllS1bNlcU5IEDB7x7773Xq1q1qhcfH+81atTImzFjhnfzzTfnGWV45MgRr3r16p4kb/jw4bn+nlcUpOd53uuvv+4lJSV5xYsX984991xv9OjR3sCBA70zzzwzcN3JaJ///ve/3u9+9zvvnHPO8YoWLerVqFHDGzZsmJednR14lySvf//+x6pOk+mEdf3113vx8fF+xH6ZMmW8kSNH5nnthRde6EnyunXrFvh87969XlJSkm/jlSpV8lasWBG45ssvv/Rq1arlv6dWrVreV199FbhmyZIlXkJCgifJi0QiXnJysrdv376YyxTxvP+/WMdkMv2k1apVK+3evTvPPdNOpnr37q1XX31V33///Sl9j+nk6dChQ2rQoIGqVq2q2bNnF3Z2TL9CZWdn5zp+7ngqXrx4rgAZl+6//34VLVrUJxwPPfSQlixZohkzZqhr167+dcOGDdPYsWN18OBBXXHFFYFNvuvWratPP/1UjzzyiKpXr65+/fopOztbe/fu9aOKK1asqH379unJJ5+UJA0cOFDlypXz110ePHhQZcuWVcmSJfXUU09py5YtGjZsmOrWrauPP/44pvKbB8xk+pnI5Y052XJ5jUw/Hd16663eyy+/7M2fP9975ZVXvFatWnmRSCRfnluT6WTrxx9/9CpXruzcX9L1r3Llyt6PP/54wu+NRCIBj/nKlSu9uLg4b8aMGV6RIkUCHrCvv/7ak+QNHDjQ/2z16tWeJN+j/tZbb3mSvIkTJ/rXPPPMM54k75133vE8z/NGjhwZIDCe53kDBgzwJHlbtmyJKf+2CN9kMpl+Ztq3b5/uvfdetW/fXn369NGRI0f0zjvv2JosU6Ho4MGD2rFjhzZv3uxv/XO8f5s3b9aOHTu0adMmZWZm+v/Cp0O43jdw4EB5nucHcB0+fFjt2rVT165dAx6xqKZNmyZJuvvuu/3Povv1Rb3G06dPl3T0ZI6obrvttsD9c+bMUXx8vBo1auRfM2jQIEnS1KlT811nki3CN5l+NsrvBqoF1fPPP5/vI59MhaNYB3qT6XTojDPOyNc2N9L/tipKTEwMfB7e7JuaPn16YFPgESNG+BtTd+rUSXFxcXr11VfzvPfLL7+UlHv7mlKlSmnnzp2Sjp5ZnNdRcMWKFfPPBd61a5dKlSoV+Hv0mZs2bcrz3S7ZBMxkMplMJlOB5XmeP7HKz7XS0TNfOWkrW7as854OHTpozpw52rp1q55++mmNHDlSDRs2VFZWlubMmaOVK1f6e0/GovzsX8dr8nuiy/FkEzCTyWQymUwF1olMwKpWrXrMSRdVpkwZf++5Xr166ayzztJ9992nCy+8UDk5OWrcuHHg+hkzZqho0aI6fPiwateuLemol4pesP3796tixYp+XvI6xeTQoUP+npAVK1b0tzWKKur5qlmzZr7KEZWtATOZTCaTyVRgRSdg+f13MnTo0CE9+uijeu211wL/4uLidMkll+itt96SJHXv3l2S/OhG6eipENnZ2Wrfvr2k/20szjNao0ffRe9PS0tTdnZ24ESJsWPHSpKuvfbamPJeKNtQ5OTkaNu2bTrjjDPs6AqTyWQymU6SPM/Tvn37VKVKlRPCcSeirKwslStXTrt27cq3NysrK0sVK1bU3r1783VP8+bN1bNnTzVo0EDffPONHnvsMS1ZskSPPPJInse+FS1aVF26dMm1DcVnn32mRx55RNWqVVP//v31448/5tqG4vvvv9e4ceMkSQMGDFDZsmVzbUNRqlQpjR8/XpmZmRo2bJgSExNj3oaiUBDktm3bVK169cBne8qU0UN9+6p8+fL+Zz/88IOf/uyzz/x0UlKSn+bxGTk5OX6ax91E3YtRbd682U9z35KEhAQ/XaZMGT/NA2e3bdvmpy+66CI/vX37dj9dtWpVP835LV2b3MuJ+Wa6OuqI7+L+TP/5z3/89G9+8xs/HT5omPXBe0qXLu2nozuph9NffPGFn+bRPCwPd/lmZ+IZeLyXR/8wD7yG72XZeOhweK8q2gPbhMfWsJ2Z1y1btvjp6OHdUvCAYbYbP2e78QBv2jMPAWf7MD9c3Mk63bVrl5+uHuo77PQNGjTw0wsWLPDTXOjK9RbRhaWSAscnFS36v6GBJxKwnBzco4tYJQV2Y2fZmG+Wn88pV66cnw6fd8jruHcQ0+yf0fM+paCdME+sr40bN+ZZnksvvdRPr1+/3k/XqVPHT/O4H44XRYoU8dNs2wMHDvjpkiVLiuJ1mZmZfvrrr7/207SrunXr5vnc8KHzeeWV+WMdcbd8thURD/s2z6Fkmic+8PPwod2ucd+VVyIg/ohn/+e9fD7tKHrAfDh/HGNYzvfff99Ps19wDGP++T0iBfsG+yH7d7Vq1fL8nDZJG+Fzwn2GzzodOhEEmV/t3r1bd999t44cOaJIJKLy5cs7J18uLV68WKmpqbrvvvvkeZ4SEhKUkZHhT76ko8fjpaWlqW/fvpKOYkUGBRQvXlzz5s1Tt27d1LNnT0UiEdWrV0+LFi2KqTxSIU3AogaT8/87TpztBWsymUwm00lTfqMRT6ZO5QTs//7v/2K6Pq+jv8qXL39cL1WdOnWOG82YkpKSa7J7IiqUCVhe2PHI4cP66quvAr8q+cuLnhHez2v4C5u//latWhV4F3/d89cQP+cvD/4CuvDCC/O8vn79+n6aXhL+gqW3hWckssz85clfxvz1w19VrgOJj7W7MOuGdclfidyLhb+2mD96FvkcepJYR/Q2ujxS9KrR68Vfs2wzvks6esBxVPSmfP75536avwpZHnZYDl70GLIuGK68YcMGP816pFgXtAV+TtHuVqxY4afDHhN6XOjd5Tt4biLbjfbMMzIplp/eZ3pkWF/sq6xTejDoJaY3g57H8ABHO6EnKno2pRT03LJ9mCf+2qUHkGWgJ4Xed3o32Ud4L8ck9jW2BxfrhjERn0vPyiWXXOKnaYcsD71+9FbSG8y+RE8U+x7LQITDduO7XPn84IMP/HR0EbSU2zNErxG9eHwuvfjMN8vGcYjv4Jc9PX2ffPJJnu91eVhTUlL8NNucni3WC9tfCtoP25DlYR/YvXu3n6bN0D5p26zHwljecyonYL9EFWoUpHm+TCaTyWT6ZcgmYLGp0CZgWfg1eOjgQX2Xz/OgTCaTyWQy/fRkE7DYVChRkFlZWRo1apT/f7qZ6bIlTqG7lm5cphcuXOinuVg0zILp4qc7ngsyify4uI4LL4lUiJ2YV/JmLuwkduD1dP3TJR7dxVcKuviJGYgQuBhZCi7CplubdUNEyGclJyfnea8r0IFucLrTXW59tiFxMTEtMRsRIvMjBREkEQRxFtEU8dp5553np+nWJ1Im4iI65LvYhqwLloE4jTiBi5bZBrTZsD3z3awPYpGmTZv6aWI3tgPRDNuEiLBChQp+mqiFeIS2yj7C9qStcfEzyxk9dDcqjgeud7NuiHXYl9j+LBvzzXbguMClCeeff76fZp3yGj6HfZ54OYxauUcRbY9tQuzI+mOfbNWqlZ9m2TjesH9y7GWZWad8PlE47YJ2RzGf4SUSXG6wZs0aP+1C3rye4zPHKrY56474mnXNdqCtsszEeuwvH330UZ7vYvtLwUkHn8XvG44HvJ5LbJgn9jHaWEJCQr4jEguqaBTk1q1bY4qCrFq1ar6jIH+Jso1YTSaTyWQyFVjmAYtNNgEzmUwmk8lUYNkELDYV2gSMLmhiJ7rHiXvo4qXrlgiRe2XRDR528dPdyUg53kOMlJ6enue9xCA0Jj6HZXC55okRiayISoj4eD0jtJhnYl0piKaIf4gRWB66splvYjGWmUiFYr4ZiUhsxM9Z5nnz5vlpIkG6+Ol+l4Lue2IXIhLim3r16uWZb9YRIwVZTj6HIo5itCcjZYmsidYYlcn6JX4hNpKCqI55InbmnmqsI/YZ2gyRCKPXWC9sE97LvbVoUywb25nRZOzP7AtScGzgGMBIY9o5n8U+w3plW7Vs2dJPv/POO36ayJvomKHqxEN8L/sO7ZYIifUrufe/ow0zupB4mQie7+byB76beJF2zrrnGElkS9RKe2ZkIe2RWC8cHThr1iw/zWhc9mGOb6599/g5bZJ2SyxIxMtodC5n4T5rHC9ZNpaf9XisaHRXpDXbnP2etsrvFfZntlVhyCZgsck8YCaTyWQymQosm4DFJpuAmUwmk8lkKrBsAhabCm0CRhxBHEVXLPEN8QOxFjcJ7Nq1q58mQgsf3cLNBInU6FKncbjwIl2/RC2MIKIrn+5olo0IlpiKbnPeSwzGSDy6x8Ob8Lk2WWS98n2sP7YVXe18N48Wch1XwuuJuIiyGCnIKDOiH6KFsMudbUJkQ1c+j5Zhu7HOGLHlshdGmtLGiDJ4YKsrWpF5cEWHEjmE8Y3rWB+2CZEfMTojuYijXGjeFb3LPBELMwq4YcOGeeaBCJY2Et5klyiQ7czoVdYZ8TzRHPs572WbX3nllX6abc7xiX2B17D8tGeiP9oCsV74uRTr+NNPP83zfa7j0Yg5GR3oitjlsgDWHfE3+wXbiv2W/Y5HPTG6UVLgqBeOgcR0tLfFixf76dTUVD9Nu+DmyHwf+x7HHtYv8T3ry7VpMu2Oth2O0ibyZJ5c/ZuRvLQZXsN3cMwrDNkELDaZB8xkMplMJtNJkU2s8i+bgJlMJpPJZCqwzAMWmwptI9bHH3/c/z9d8MQxdOXSFUtMQ2xGnEKEQrQgBaNMiGaIoOh2ZhQl3f18H13IRDl0uxOdMu1Cf3wXI27oiqeI9YgNwmKkEKOMiD6IS4gBaC4uNMHyMCKMUTx0/VO8nm3AKC4XEguXgdFkzCvd9EQKbE+6+13nUDJ/bCviUl5DlEubpG3TdoiNWHfhsyCJZDMyMvw0UQ6RN+2ZZeM17Bc8BJeohVFt7733np8mgiLWog1z2QExGPsg8ZUUrCfaMOuV1xBHsf2Ju5gPbgLLzY7ZtkRzbFtu6Mm64/VEdswznyMFbePFF1/007fccoufDm/wGRXbk3XJvkB7YXtyXKWd85mu8y/Zj5h/votRo+GvnSZNmvhp2hLrjLiYCJYoj2ODa9NYLotwlYH5JjbkRq/MA22b/YsRquHnEpHSbomtOU6y7mlj7IfhKPXTvRHrF198ke9DwPft26c6derYRqwmk8lkMplMBZF5wGKTTcBMJpPJZDIVWDYBi00/ibMgXRsm0hVLpEhXOd33REuMdApHjRFNEFkRl9AFT3cvI07C6CCvZzIikmhqzpw5fpobVzIPdJvTrc8mI/og1iBOkoI4lxsl0iVOVzaRFzHNsmXL/DQ3KFyyZImf5kaKrCO604ma2eaMdCPWZJrueiIeKYhdXHiaCJrIjziG+SZeoB3SjlxRbbzXda4b24qRe6wv3hs+55Nohu3GtnVFULE8RIG0eSIbplkG9kmezecqM59PbESbD0cDsr5pJ+wbfC5xDPsJxwaOGaxX9lvaESM2WadsZ1e/JVKmnYaHYPZjlpMRpcRRHD+WLl3qp9PS0vw0oxRp566Nb1l3LA9th0iRkc/sz7Qv1l24zOGNo6NiPTF/7MOUa3mCa1kE09zclpGVrvJzTGH+Wde0NSmIwmkzrD8iTC43IVJl32Bd8juzatWqpx1B/t///V9MCPL88883BGkymUwmk8lUEJkHLDbZBMxkMplMJlOBZROw2FRoCLJ///7+/+m+ZSQKXbT8nO5XIiQXgqNbVgpuUEjRZe1Cc4wapHuYKINVSiRCjEZMtWbNGj9NVEKswzML+Xy69XkGGTeMlIL4g/kgdiJSYdmIIyh+zrbi84lyGDXEqFG+l/iC7nu2J9uGOFUK1h/zx81RGZnKuiTuYPQVRYRAZMXyzJ07108zCopnFrKtXGeKEt8QiYZxDW2SIjqmeD+xHsW+wPZknbJPsn3YJxmZSwTP99LWXGfzSUEUxHez3VgXRNUsD++l7VG0Z2Ju4hXiWPZzlseFoBnVGz7bk2KkHOuPyIZlIJpkvdCWiPIYHclrWB7mm3lgO7PMzANtm+3JyNrwc9nHWN9EcFzywHxzvOE4T1t4//3388wTETnvdT2TYz5tkzZPtCgF68a1CS7HkpUrV/pplpP1yr7HftWgQYPTjiA3btwYE4K86KKLDEGaTCaTyWQyFUTmAYtNNgEzmUwmk8lUYNkELDYV2gSMLnjiMjZKo0aN/DSjWHg9MR1duq5N+KTgBo+MMnJFNTLyhflmXvkOvpvIhm56RiK1a9cuz/fSLU+3LnEK30XXdziCjBE7rk1aueEk80esw6ghft68eXM/TSTCeuHGoPycKI8b1NLlznISrRAtSMF6orufkUm0GW4aSvc9EQmjzBhl6GpnYlBiKrYJEQI/f/PNN/00sTFtgXk4VnmIuYlL1q9f76dZR4z8oi1RtH8iKGJ+fu7a6NR1L9FsGH3PmjXLT19xxRV+mv3TtYSB72a/5fVsf7Yt+y37CPsCox25WSc/Zx5cZ21KwWUFfBbbnWmiM9fZnrQl1hf7KtE0o71pe64NXZlm9K7rbEbakRS0VS5V4NmWrohl11myXM7A74aUlBQ/zbZ99913/XSPHj38NJc50D5ZNtdGx+HzTCk+l0sVOB4yfyw/v7fYPlzmUBiyCVhsMg+YyWQymUymAssmYLEp7viXmEwmk8lkMh1b0QlYfv/Foh49eqhkyZKKRCKKRCI644wz9NBDD0k6GshyySWXKD4+XpFIREWKFFGdOnX04YcfBp6RlZWl5ORkxcXFKRKJqHLlyoFAB+no/na1a9f231O7du1cx6ItXbpUlSpVUiQSUVxcnOrXrx/wPudXhRYFOWLECP//jCwhpiIGIpqiW5eIh+iHaIru5/A9xDfEQuEN7aIi/qTrm89hlTIfxAZ8JvPHjTj5OZEdXc4sC6N1wpEoxHZEJ8QfRLBEM3Tl892MUiQSIGpgvTDiiBiUuIdIhAiKmz4yb4wOlaQZM2b4adqSCxfTlrihKV3/LD8/p42wDGw31gsjfYgT+Dkj4ngv3xXe3JHvY32zHYhd2M5EYcRrfA6RkKsN2YeZb7Yhy0y7Y50SfTFvUrCtiDZZ92xn4j/iVRemYd0T2boGVtd5s1wiQHvmeEFMday+ShzJfNO2mT+ONy4cyfpmO3PsIfojEiNqZBtwY2niNJaFdhreTJhtyOUm7JMcn1kXtEmODbRP1+amHJOJEVmPrjNpKeaZEY0cLyVp7dq1fpr1wc2rp0+f7qeJl4k/OR5y/GA9Xnjhhac9CvKjjz6KKQqyfv36+Y6CvP/++1W0aFE1a9ZMkvTQQw9pyZIlmjFjhho2bKiGDRuqV69eat++vbZu3aq7775bnucF2qNu3br69NNP9cgjj6h69erq16+fsrOztXfvXn/JQsWKFbVv3z49+eSTkqSBAweqXLlyvg0dPHhQZcuWVcmSJfXUU09py5YtGjZsmOrWrRvYLDk/MgRpMplMJpOpwDqVCPJPf/pT4P8dOnRQXFycXn/9dXXt2jXXdlPFihVT7969tXTpUqWkpGjz5s3asGGDBg4cqCFDhkg6eqh948aNNWbMGA0fPlwzZ87U7t27NXHiRPXp00fS0R9Uffv2VUZGhtLT0zV69GgdOHBAS5Ys8depZ2Zmaty4ccrMzAyszzueDEGaTCaTyWQqsE4EQW7dulWZmZn+PwaruHTw4EENHDhQnufpqquuyvOaqMcq6kWcNm2aJOnuu+/2r2nUqJHi4+M1e/ZsSf/zPkYnX5J02223Be6fM2eO4uPjA0GCgwYNkiRNnTr1uHmnCs0DRpejayNGun55/QUXXOCn6Yp2RUAR00nuSDneQ+TJmTrPICOyoLubn9MFz2uIKYg1XRFkrrMgV69e7afbtGnjpxnpJgXPbaRLlkghHC2al+j6JsokamLdsQyMdCL6YB7YBmx/PoftyU1VpaDLnu28YsUKP028RLxIBMcz9ej6Z/5ot6w7Rofyc2INRpO5MDhxggsVSkGboY25zkzleZ4dOnTw065oOkbiEX8Su7BNiN1YBtc5enwO0XwYtbqiYl1teOmll/ppIk+2D22EdcTPac+uzZrZz5kH2gvzwHZ+5513RDHCk5tysg8zHywPkSXriPlgX3VFTjMaNzEx0U8T07EMXP7BZ7IuONZyrJaCfYljLPNKzwLbh5jPhUu5sSyvieKscHmI1HkvbZLjH3Ei+znbQApGTnLJCPPEzVtdm45z6QXruLAXtp+IB4z2JUktW7bU/Pnz87xn+vTpuuaaa/z/jxgxItBfotqzZ49GjhypmjVr+nYT7Se0Vemo7UVtduvWrYH2jqpYsWI+rt61a1fAXvlMfj/mR4YgTSaTyWQynRTFOgncsGFDYEJ9rPVgHTp00Jw5c7R161Y9/fTTGjlypBo2bBiYhO3fv18XXXSRPM/TwoUL85UH/oDKzzWu6/PzHMomYCaTyWQymQqsE/GAVa1aNd/BAmXKlFHbtm0lSb169dJZZ52l++67z5+A7d+/X+edd5727Nmjjz/+OOA1je6Ft2nTpoAXbP/+/b6Xu2rVqnkevXfo0CE/iKZixYoBmhN9puQ+/s0lWwNmMplMJpOpwDqV21C4FJ0wRSdf3377rT788MMAypak7t27S5If3SgdjUrNzs5W+/btJUlXX321JGnSpEn+Nc8++2zg/rS0NGVnZwciWseOHStJuvbaa2PKe6F5wFw7Z5Nnc80D1w9wrYbrIFLuMsw1HOF30GVINygP4KWhcP0UOTx5fvig2ai4NoIzfq694RoYru3geh6ue2vZsqWfdm0vIAXXpXHtAuuMaym4Fo/rTZhX1jHDxXk910wwPJ11yjxwnRDXBjHPDB3nQelSsD35XK774voTbnvANqfNcJ0Zt1hge/KXFtN8r2tNF0PkaRdci0DbDB8mz13OWWauG+RaEobt89ce18BwXSJD5LmmzXWINNeDuQ4sZnlYv+xHYXENFe2H68l4P+0kvG4ur2eyb3NNDxfbUiw/y8bxzLVOlHV03XXXBZ5LG2Mbuk4hoF3xS4dlYJprozgOs49x7ZnLVlke9h1ut+HaniG83pT3sE+yLti3mW+OW0lJSX6adUd7Yx+hjbBs3JIjLS3NT+e1PkgK2iDX34btmXVP2+B1rBummW+OsRz3+T1RGDqVUZDNmzdXz5491aBBA33zzTd67LHH9N1332nIkCHKzs5WnTp1tGvXLk2ePFmHDh3yt4SoXbu2ypQpo3PPPVeJiYkaN26cqlSpomrVqql///6Kj4/X4MGDJUmdO3dWhQoV1K9fP79fDRgwQAkJCUpPT5ckDR06VKNGjVKbNm00fvx4ZWZmavz48UpKSoopAlIyBGkymUwmk+kk6FROwHbv3q27775bR44cUSQSUfny5fXII49o6NChWrRokT/hDv+gefzxx/3Ix8WLFys1NVX33XefPM9TQkKCMjIyAkEqy5YtU1pamvr27SvpKFZkUEDx4sU1b948devWTT179lQkElG9evW0aNGimMoj2QTMZDKZTCbTSdCpnIC5yJIktWjRIl/PK1++/HE3S61Tp85xoxlTUlICHtMTVaFNwFwh3HSn0s3KtGsbBbqr+Xk4ZJRbEnBHaeIvuoTpEucO0cxT+EDdqBiST/RDVzbzSrc5ERddy0QOXAxIV3x493+WjWleRwQVxrZR0dXOcGm2m2s7D4ptzuuJCvgulo1lZhtIbsxLhE0sQoxCu2J5eMA1kR2xFu912TPbNj9bKvD4C7Z/GIOwPMSrtHvWC+uMIfPcOZ8oi3liXll3LCdtiricA+SaNWv89OWXX+6n+SuSSCxcHtYB3f7EOswr+zxtieiLfZhl4FYvXPJArMt+znbmmMRxhPbIZ0rBeiLyZ7vRtlu0aOGnic54PZcU8EQBbkPCuuPWK1wKwXYmOuZyEdqg6wDpcLTY8uXL/TSRL3eF5/ZD7A+si1WrVvlpLudgG3IMZ/vwSBouL3GNT6wvXsP2C0fh0WbYtrRn3sNyEq9yHKKt8nO+63TJzoKMTeYBM5lMJpPJVGDZBCw22QTMZDKZTCZTgWUTsNj0k5iA0ZXtiuJhNAjdsnSPM+Jq3rx5fpqRglIwquu7777L835G9ZD1EkflB+sQTdB9zygelpkIhu5kYg3mk+531ksYzREj8X5XBCIxBVEj38Ey0GVPJEbcw4gjIgjiOOaHbnniJL4rfP4Xoy4ZacaysfwutMvrP/roIz/NiENGCnLXde4xQzTJ9iTuIFogdiRCIcoN426iQGJR4hKWk7bNchKJEB2xnLRhInU+h/nmIMvdvhs0aOCnX3311Tw/D6NW9gEX2mY5OX6w37JNaCNENow4JPJmdCDriP2N9U6sT7tjm3MJgiR9+OGHeeaD17FfEYWxDIyWdeFiF7LleMt2Xrx4sZ9mX2Bds2+7otTDJ1i4xgkuBaFd8Xpiyssuu8xPc2zk50TtjKKm7XFMZhtyXKR9EsHy+n/+85+i/vCHP/hpnobB+mNeXSdPsH3YF4igDUH+9PWTmICZTCaTyWT6ecsmYLHJJmAmk8lkMpkKLJuAxaZCm4ARO9G1SlcsXehEK3Rr0z1O1zexI13/4efS7U50SKRA1zTxBSNf6O6le5iIk1FdLE9GRoafJipkhA5xB9En00QC4UNgWd+sJ0YaurCoq33ogucz6fpn9BmfQ2RHbMT6ZX4YQUZMF0attAe+z3XQMvES25AY0YXpmjRp4qc5mBA10hZotwypJpqhWBe04fAGqLyO7c73MRrRheNc0Wu0c0aisZyXXHKJn+ZGlHwmr2f0IaMgiZ9Y7+F7WB6iSfZVolb2JYpYj+iIfZWR0sRGtGHey7wx4o5RnLRbRkRKQRujDfN+VzQu03yOC527NpPlod7EtKzfDz74IM9raKtMu6I7pWAdcFNnRsvSHjj2pKam+mn2c45JtEMeF8PlJVOmTPHTt99+e55543hBm3dFWQ8YMEAUN68mUiWS5fIEfiex/lxLLVjm8E7wp0M2AYtN5gEzmUwmk8lUYNkELDbZBMxkMplMJlOBZROw2FRoEzAijtatW/tpIjW6jV1n5NH1y2uIr8LnBdIt7opwIb5hBBGjGum+Jtaie5jROsQ9/JybBLrOXSN+IBKiy50RoeHzAhlZQ3c3o7GIF/kORt3RbU5cymvo4ieCYZsQldEtT5e7q53Y/rQjKYhOKD6XKIN5IhYhmmEdEy8R97DMtGHXe1NSUvy067w84jGWM4wsmVf2B9ozo+mIr/g+IlhGVrmidz/99FM/zbpjXTDffA7T7C+uKFgpWE+0N0Ym8rmsP95L5M3rXdHFzB9xJzf95BjBTUz5Xj6fO22Ho9V4yC/7D5czsF5ZTvZJPpdLDfjMZcuW5Xk9MRjHT+ahVatWfproi3bHPsJ2YjSlFOwPxHy0N0b4cfzgc2n/rAvaPMvDyNyuXbv6adoF25Yol/2ZNuU6d1QKRnDThokzaRtE/kTHiYmJfpplDm9efLplE7DYZB4wk8lkMplMBZZNwGKTTcBMJpPJZDIVWDYBi02FNgGj+5Xua6I2uorpZmWkFFEJ7yX6CR+aSfc1MQLd4LyGOI4ojO+j253l4aZ/dFO7okAZ4ceyEQ8QFRI/0KDDUV+MIuRZa8wrn0XXP138jAJjFCDd7nTf003P6CbX2ZFEH8SmRL/NmjXL8/rwdcQ0RBBsN+Iitg/bk9F3xLy0T0YiEQMwEo+fs31cG9ESgxFLcdNHKYibiSN59h7bjZ8TrxC1sR6JKWmfbB/Xua20bYp2x4hQovxwpBzLxiUCRE18N+uYOJNjD9O0C6Js16aktCnWF8cn2hcREm0nfG4rN4qmDbDuWWbaFdOsL/aTtLQ0P02b5/O5RIJImfXFDWPZt13LN/h8RpZKwfGAZeYm0BxjONYxH0Rz7Ceu7w/aG5e8sF4oly1wnCfu5RIPKdhuzDfzyrGe9cIyc5ygrbLuuVzkdMomVvmXecBMJpPJZDIVWOYBi002ATOZTCaTyVRg2QQsNhXaBIwuXuIBupmJKej6JVogNgtvUBkVXdqSOwKTrl+iDLrOGU3G/BFBEFMRI9LgiJSIuIiB6BInEmWa9UWEEsYajHxi/ogXicJYfiIi4guWh8jCFSlIVEZkxzplPbo2iWQkVnizTl7nwlG8n3iNduiK2OOmj3w3645Ilc/ke1lOIgtunhhG567PXZFvLtTItmJELO2HduhCGYxeZXTXkiVL/DQ3K6U9s22IuKgwviTCI9pzneHJ/snxhtGIHD/YDrSjBQsW+GkuU6B9EvETJ82fP99PcxNT2hSRmBTcKJf2w3GMNsaoW9YZUT2j7NgPuVSDY8G7777rp7kcgX2b1xPlcexhlCH7PNtPCo4x7KuuTUbZbhxjOFaz7oizeb4k25DlZP/ke3kv7YU4kssXwmLEO1EzcST7MMcn2jbLz0hJ2i3HhdMlm4DFJvOAmUwmk8lkKrBsAhabbAJmMplMJpOpwLIJWGwqtAnY0qVL/XSLFi38NN3jxAaMYmHUR3Jysp+mS5wRSsQDUtA1S0zjckHzGr6beJFuYNe5gB9//LGfplubkUXEDMwn7yVCoYu/efPmfpquaymIDhgpw40l6bInggrjgqgYycU6ZrsxHd40NSoiWG7CSBc/8RjxbThaiWiHmjdvnp8mdmA7sF7YtsQ0jIJl5JfrnDYiAaI/19mOjGJj2YgcmJaCZy/SBtjmxLzsSwsXLvTT1113nZ9mW7FNiJcYTUs8wnfxeqJTIjRiM/Z/YnMpuAkm+4brjEXWKxGs60xB1ivbkNiZbcJ3EYOyTxIzcXyaO3eun+ZYIwUj3Gg/fDfrj/3HhdeJi7mBKu2ZzyGyJCIlHmQ9sv+7+hHbjPUb/hv7pKsvuZaL8H3EkUSQRLZEikTEXKbBemTZmLfly5f7aUYHh5fFMN/s67Rttj8RLMXvCSJ/vpvI/3TJJmCxyTxgJpPJZDKZCiybgMUmm4CZTCaTyWQqsGwCFpsKbQJGfEMEQRc33ex009NtTPcro7WIWcLRVHQj89wtur4ZWcMIH0Y4EanQrU0MRjcz80RsQvc40Q/xDbEOXd9EKNz0k+768Pv4DheO5AaCxDdELcTIDRs29NOMVnNhI6IPlof1yLp2oelwhCtxGdudUUosgwtf8RrWMZE38QKxKHG06wxPIg62LaMSaedsJ2JtSWrTpo3yEhEuMarrrDkiS9okMQg30GRdM09sc+aByJLnSLLeWRdhfEPUSpxL+2RfdZ0dyb5B3MN8EBGzH3Iccm0ASzTXtGlTP02bot0yz1KwHWgP3JSUX160T9YL24flYb0QL7K+eQ3zyjGG4yXti8guHOGZ17vC7+CmwbQltgPv5/tcZwOzLvgdw3uJUTlG0ibZb2k7V199tZ9mO9P+pWD7EBez/7BsHIdnzZrlpznecozhkgJG+J8u2QQsNpkHzGQymUwmU4FlE7DYZBMwk8lkMplMBZZNwGJToU3AGHHDaBViF7py6e5mJAmjPrgBHhEK75WCbmeiRm6mSbkiCImUFi1a5Ke5Wenw4cP9NKMGiSwYocQoHrrE6WauVatWnnkgKiKWCN9P9zrd3WwH4iLmmxsmunAs25ZIkaiFEW6uDRoZlUp3PREv8ywFI9mImohU2P6sb0avsV4pIgjaIeuCaIKole9ynVPIa1h+vov9Qgq27bp16/w0ERnvoV25IlzZL4hBiHKIZlxnkhIPsu6IE7l0wBUdKQXxDe8haqIdElUzT2x/1ivfx/Jw/KDt8XMicpaBdc3raSPhTZNZTo6Hro012VauDWcZgenaZJS4zBWxzD5MVEiU7dpwl2Mn+5oUrDPaKtuNz+KYTLEuXFGtrFM+h+/luMhnMp+0O9Ydyxm2YS5JYb9lu7n6+uWXX55nvommw2PD6dapnID16NFDM2bM8PtLmTJlNHjwYD3wwAOSjvaPNm3aaOHChcrJyVG5cuX0r3/9S127dvWfkZWVpRYtWmjdunXyPE+VKlXSW2+9FTjXeNOmTWrbtq2/VKNWrVqaN29e4Htw6dKl6tatm3bu3KlIJKKkpCQtXrw4V0Tz8RR3/EtMJpPJZDKZjq3oBCy//2LReeedp6FDh2rWrFmaNWuWkpOT9eCDD+qNN96QJHXq1EkffPCBfv/73+u1115T2bJlddVVVwUm+ykpKVq/fr1Gjx6tyZMn68CBA0pNTQ1MlJs2bapt27ZpwoQJmjBhgrZt2xZYy3nw4EG1bt1aBw8e1OTJkzV69GitW7cusAVQfmUI0mQymUwmU4F1Ih6wrVu35gqeCAdXSdKf/vSnwP87dOiguLg4vf766+rSpYtmz56tyy+/XI8++qgkqW3btipXrpwGDx6sl156SZs3b9aGDRs0cOBADRkyRNJRz23jxo01ZswYDR8+XDNnztTu3bs1ceJE9enTR9JRz2vfvn2VkZGh9PR0jR49WgcOHNCSJUt8UpSZmalx48YpMzMzsG/o8RTTBGzv3r16/fXXtXDhQn311Vfav3+/KlasqIYNG6pDhw4xzQBdm8S5zjakS5jIiq5bRpJww9SwW5BYgG7q8OalUSUmJvppRgrS1cxz1/hubuLIshHlcdNDutlZfuLRNWvW+GmiLCIK4gfJHV3Jz5kPojNeQ3RIfEG85LqGGITRUS6ERHc9kQ0xSLiz0x7CEUhREZ0RkTJ6jdF+jKDcsGGDn6ZduM4gZF2zbZlv2jNRFn+VETnwfEUpiAU5kBGX8HPiUhfWYpvTVnlOIfNKxMN38Zcj+zwxOvsL64goTgoiZUbacsBjNB4xJ9t81apVfprtzDLT3ri0gUiVdkH7pw3SFjg+0Ya5XCL8N9on+yTrktHIzBMjCF3nkLrsltG+77//vp/meMnzP2lHLCdtgWVhe4TvYbu7NtzluMc+xms43vJ9rEeWecWKFX66S5cufppjPr+HWI/szytXrvTTtHMp2GeItHg/I/vZDjwnlnXEvkC75TKS06UTmYBxHJWkli1bBs5QzUsHDx7UvffeK8/zdNVVV2nBggXKyclRr169/GvKli2rypUra9myZZKkadOmSZLuvvtu/5pGjRopPj5es2fP1vDhwzV9+nRJ8idfknTbbbepb9++mjZtmtLT0zVnzhzFx8cH6nfQoEEaN26cpk6dqnvuuSdf5ZfyiSC3b9+uvn376pxzztFDDz2kH374QQ0aNFDbtm1VrVo1zZs3T+3atVNiYqKmTJmS75ebTCaTyWT6ZehEEOSGDRu0ZcsW/9+bb77pfP706dMViURUokQJjRs3TiNGjNAVV1yhzz77TFJwLaJ0dD1d9EdG9EdSeFJcqlQp/8fB1q1bc62flo6u0406DXbt2hWY6POZ3OInP8qXB6x+/frq1auXVqxYEfjVQ/3444+aMWOGHnvsMW3ZskX33ntvTBkxmUwmk8n089WJeMCqVq2aJ3LMSx06dNCcOXO0detWPf300xo5cmRgTzR60PmO4ykcqHe8a1zX5+c5VL4mYOvXrw9EZ+WlkiVLqkePHurRo0euc77yEiuKrliXu5uzVqI/YibOXOl+ZrSOFIwyIarjrJb4h25dIg5GRNHFT7xGHEH3NVGOC33yOXTlsy1cZ5Mxz1KwnhhBRvxFdz8jGYlXXBsjEuXQzc76ImpiHhjtRwzEzTMpdiq2ZVjEtswTcR6jAIns2JHYhkQ8bBO+i+3MdqBbnRiR7c96cW3oSCQiBdvKddYc88F25ufcHHnx4sV+mojAtYkvkRj7FPsF7Za248Jj4cGMfZq/dHlOqisikO1PBEu8yM85lhAR8vm0I0ZRsb8QD9esWTPPvLHNpSCGJ5pjX+IXFu2Edek6k5Z5oo0Q6xEXso+wXojyPvzwQz9NG+EYxujwsJeBdUZ7pq3Tu8DlEuw/HEv4/cG+yqUQ7AtcRsI24PcT88NriMdZX8T3UtCm2Q4cu1u2bOmnWU8cD1lftJ/w2biFoVO5vUSZMmXUtm1bSVKvXr101lln6b777tPTTz8t6ejGxTzTc+/evf7YHP3u2rRpU2A+EV1KJR2ty/BG19LR/hO1y4oVKwbaLvpMKdjH86N8IcjjTb4Ker3JZDKZTKaft05lFKRLhw4dUmpqquLi4vTiiy/6n3///ffasWOHP7Hu3r27JOnJJ5/0r1m7dq2ys7PVvn17Sf870WDSpEn+Nc8++2zg/rS0NGVnZwdOPxk7dqwk6dprr40p7ycUBbl161YtXrxYO3fuzLWId+DAgSfySJPJZDKZTD9jncp9wJo3b66ePXuqQYMG+uabb/TYY4/pu+++05AhQxQXF6f27dsrIyND9913n5o1a6ZBgwYpLi5OY8aMkXTU85mYmKhx48apSpUqqlatmvr376/4+HgNHjxYktS5c2dVqFBB/fr18z3LAwYMUEJCgtLT0yVJQ4cO1ahRo9SmTRuNHz9emZmZGj9+vJKSkmKKgJSkiBdjLUyaNEm/+93vVLx4cZ199tm5uChdoy5lZWUFZqF0obuiIOmiJb6g65fud7qfw1GQxItEO6wKlov3E9Mw33Q1E7WxDMw3cRc/54SW7mciLrrB6ZYmQiEeCL+PZSNGYnn4LNYX8QLri1FGjBSkN5Qoh23FNiQqeO211/w0o+mISj766CNRzB+jycLYLioiVSJl1v2VV17pp4lauEEp7da1kSRxLxE88R2j0mjDtClGRoXfwTLTtlmvbHPmie1DvEJ7YQQxMbrrHFWeHcg65XM4ZhCzhduM9cHNNNlutFUuPXBtaOpCsKw7Ii7mj23I+uIyijvvvNNPE5u6ziYM59V1niX7swu78XP2Z9oSRaxJvMp30XaIKYka2ac4DtHWiD6loG2wDETHzB/v5/hBTMlraCMcIxilzjGc7+LnLDPHBW7ETQQWXiLBZ3HM5JjBe2h7LCfLwGv4fVO5cuV8r60qqLKyslSuXDlNmTIl1wJ1l/bv36/rrrtOe/fuzVc+zz//fH355Zc6cuSIIpGIypcvryFDhmjo0KGS8t6IddKkSYF22rNnj1JTU/2NWBMSEvTmm28GkPYXX3yhtLQ0v4/WrFlT8+fPP+ZGrPXq1dOiRYtiru+YPWAPPPCAHnjgAQ0bNizXgjeTyWQymUy/Tp1KD1h4PV1YcXFxx92+onz58oE1o3mpTp06x41mTElJCfzoOlHFPAHbv3+/rr/+ept8mUwmk8lk8mVnQcammCdgffr00bRp03y334mKmIKL2S6++GI//emnn/ppuu/5OVEGNwDl7DR8rhknj8SLdK8zko1uRaIcnkPIdzCKh0ZGrEE8wM0d6U7mc1xynUF4rHBc17mAxHwsP13lLAOxE939fBfLyY0E2f7cWJabCvK9RCKuswalIMpgezJ//Jw4hoiEkUjEnDx3jVhj+fLlfprtRmT1wQcf+OlOnTrlmQdGk27cuNFP0/1NTCkF8TQRKTdrZH9gnog/ieyII5k/vov15Tr/j3VBe+GvWbYZPycSlNznBVIsJ1Ej+zltgXbIPkwMxvdyKYRro2RGuLLMrF9G04aXCzAClWMP+w/fzfpmvbAuOH7SLmjDxNfE3GwT1gX7J5/Do19cm77SnqWg/RBJczkDI9eI+RjJyrZl3bNfcczjMgfiSOI+1gVtit8FrOvVq1fn+Uwp2B8YbUc75HcA65JlI6Zm5B3xJfN3umQTsNgU8wTskUceUefOnTVr1iwlJSXlCid+7LHHTlrmTCaTyWQy/TxkE7DYFPMEbNSoUXr33Xf9X1T52ZzMZDKZTCbTL1s2AYtNMUdBnnnmmXr88cfVu3fvE35pVlaWHn74Yf//rsgtuq/pWqeLntiRblxXFJMUdOUzyoY76vJ+unt5PRfzEesQuzHfdNMTGzAKkmVgvfBzPp8YgC5+Yrbw+4hRWDfEv0R79HISfbg2viXKYfl5L6MgiRDo4mfEEcN76VoPu9m5CSh/ELDuiRf4PqIGXkNkwXph1+F7GblGtMLIN9aF64w/njXGshB9S+7zExlFyDSj7hil6sLutBHXGa78nJiKNkyMTBtm+WkXYbFNiMVc500S3/C57KtEh8RIrC/iLtYR30X04/pRyj5J2wkfjcIoSrYt8+HajJh1THv+5JNP/DTbn+XkWEo8xqUNXC7A65kfjmfRI2LC+aRdhPNN/Msxjfe7vrbY9zgm0Z5ZfuYvfCZhVOxTRJbc0JWIk/YcXi7A7xKmXdH4bIc33njDT/PMQ45hYTs/3VGQL774YkxRkDfddFO+oyB/iYrZA1aiRIlchwGbTCaTyWT6dcs8YLEp5lDGu+66S+PGjTsVeTGZTCaTyfQzVWHshP9zVswesBUrVmju3LmaOXOm6tatm2sRPl20x5LLlU/XNFELUQnPXaMLna5fno9FhCQFcRQRXvTIASnoXm7durWfZlQOy07URqxBDMLr6Vqmi5v1QvxAdzqjYfhMngMW3qOEiIyROMQizDfRHvEfXdyu8yxZNuaJm3IyD3ShE0UQOXATSm76GD63y3WeJ+uVCJr25tookvXi2pSWtsfruZ8Mo/qIXYkvaPPr16/P85lhERExAot2xfPpaEvE0USkxP9EZK6oNmId19l8RJOsa7YhI7p4jRSsS+I42g/thP3cdX4s24HvY5m51ID5Y5uzDVhO9hHWO/McXiLh2uyZdUw7JI5lvonwGV3MSF7X9a4zbLlMgeVnPnk9v2SJmYgppeD4xDakDbvQNuuP+eb7iE5pwxxjOJa6NviOnkMoBfsOUTPHzvAmu8wf7Zn2ye8r9g2SJ/Y99rHCPgbQPGCxKeYJWPny5XXVVVediryYTCaTyWT6mcomYLEp5gkYD6k0mUwmk8lkkmwCFqtO6DDukyG6Zun6J0Kim9nlHieycm2SGY4yItqjKz96IroUdHdzA0UXLmSeiKb4fGItIlJu4knURLc+ryeyZd3RtR6OKuGmnsQodJ0ToxCd0DXPNiG+oQvdhYT4Xrr1eQ3TLA/LzOeEUQbtis9yRdDx3DpGRDGyzrWxLvEA28EV6UQEy0gvfk4kThwZ3pSUIl5iZBr7jCsyiXXcpk0bP02sQ6xJNE98w77AvkMcQ1TC+uK97CPMvxSsS/Zh9j1iMV7vikblBqXMB+uLNuVCmew7/JxLJIiBWb/hjVj5t5SUFD/Ncch19ijHG9on7Zz1RTvkc5imTXKJSceOHf20KzKZ9sW6YCSqFKxv2hVtxrX0gmnaBRE+y0O74vISjsPcKJb4skWLFn6afYFtw++b8JE2tB/m23W+MTdE5ncax20+h7YUjoQ/HbIJWGyKeQJWq1atY+73lZ/DuE0mk8lkMv2yZBOw2BTzBOzuu+8O/P/QoUNas2aNZs2apcGDB5+sfJlMJpPJZPoZySZgsSnmCdhdd92V5+fjx4/XqlWr8v0cl8ua0Xt0RdOdSnct0QzRFxFc+CxI/p/RJHT90+1OvECXOl3Crig94jJ+zmcy6oW4w4VQ6E4n7mH+WXeS+yw4Igu6r4k4iGwY+cO6J9YjTiCmbNeuXZ7Xs61ckYLEQ9wwkQhFCnpgWWdEuEQEfDc9u/zctfko88d2cyE1XsM2p92yPYiNiGLCHmjWAW2b2JnRUew/jPBLS0vz07QFYhDWiyuqjRidz6cNEs2wD3JQpv1L0oIFC/y0qz2JoNjH2A7sG65y0s6JoBnVzDTtllHDxIBMMw9EllKwfTmusF5Z36xX2hWXEXDsoS2xDWm3zAORZbdu3fy0K9qP7cGNq3mmKDGbFKxL1gexIJeIsC6JGtmGjHZetmxZnvmjjbAN2Xe4tIWfcxxmH2Tbhs+q5bnHrg1niTP5btqha2lLYW9oahOw2BTzPmAupaena/r06SfrcSaTyWQymX5msj3A8q+Ttgj/1VdfzbXniclkMplMpl+HzAMWm2KegDVs2DDgnvY8Tzt27NCuXbv01FNP5fs5RAXEdIwIo9ucUTNEXIz6WrFihZ+me5wbXYb/Rvc6sQZRFnEcXeXEkcR0LlTAyD9GRHGDPddZi3yv65w+IoTwBqXEWXwu0S6RBSN/GO1DLMR6Yd0RzdGFPnXqVD/N8hP3EAnQRc8IKpYzjDKIZOmaZ0Qh243lr1evnp8mBmC9EDswUoqogefuuc4RJSoksnJtJEvcHcYaxCKM3uSmmS5MQVv99NNP88wTN8l0nbfqilyjXbDe+XzWEZEbo1KlYN2w3WgP7A8cV1j3tBn+aGS/cEV4htF+VMT6rEfaCG3qsssu89NsPynYPiwz8SL7A99BlPXRRx/lmT+2CbEg7ZxtyPLQJrkZLqNauVk1x1fWXTjClfdwTO/QoYOf5hIXjh8cn/i9QsztOnuViJxokjZJuyXiZF9g2TjOh5cLcNLhOoc3KSnJT7M9acO0VZ75yf5TGLIJWGyKeQLGNQDSUYOvWLGiWrVqFegUJpPJZDKZfj2yCVhsinkC9uCDD56KfJhMJpPJZPoZyyZgsSlfE7AffvghV7RZQa9nRAejm+hOpej6ZsMxmo74id44okwp6I4mCiEKcJ1z5sJrjJp86623/PS1117rp5s1a+aniSPoNieyJIpgmRkp6jrXLBy5x+voXqeLm/dfcsklfppYkGiTLngiEdcmkXSbL1y40E8TqTFNTEdMy4gmtp8UxAjhswSjIkZgu3344Yd+ulGjRn6amIL4iuUkyqENuyJiidCILF2bmPK94bNNmVdGVPIdfC7TRCTMHzc4dm1WStxBBE+ERMTH/sXriUeZf2IZKdj3XJsD0+6JzojXiE5pz67PWU5iLbYzkRrzRrzOvPH5YRvm2En7YV9lVCttgxHCHMOYJy6vYDsTNfNztiFRJp/PdmNdM88cw9mnwvdwbKRt8xzGt99+O8/PWV/s2xyfWN8sD+uIWJN2x6UcbE/iRNfyGik4DvN7iPdz3KdNEh27NiwmOnbh8lMpm4DFpnxFQZ533nkaNWpUYB1SWJ7n6b333lN6erqefPLJk5ZBk8lkMplMP33lNwLSIiGPKl8esPnz5+uPf/yjRo4cqQYNGujiiy9WlSpVFB8fr++++04bNmzQ0qVLVaxYMQ0bNky//e1vT3W+TSaTyWQy/YRkHrDYlK8J2AUXXKBp06YpMzNT06ZN04IFC7RkyRL9+OOPqlChgho2bKhnnnlGHTt2DLhfTSaTyWQy/TpkE7DYFNMi/GrVqmnQoEEaNGhQgV/MNQYMhXft/EzezrU3DM1l2HqnTp3yfJcUXK/D9RBcP8F3k8NzXRLX6HBtDLcC4Odc38Xn8F1k+0zTWF3rPHg918ZJwUNkud6A64FcYe6ug8CZZug115hx+wSubWAbcssLrpPjZJ5rNVJTU/10+CBj2gDXAbKcfDe3PeGaMaa5QzY/5xorrp/hOiFXXbM9uVaFaa6r4bqg8M7p3AmcW2lw/R3blvbWsmVLP831OlxLx8O+XYd616lTx0+71sbwGpaNa2xod9yaQAoeTM28cq0X19hwewZ+zvrjWkSu6eL6GR5Gzn7ErU24RpE2z/Vp7CNcA8Z8Su6TOrieiOupKI51rnVvXANJcQ0Ud5FnW3F8ZtnYp5g39hGuhwufcsD6Zt3QftiGXB/Ia1h3tMOGDRv6aY4rbH+OFyw/+yr7Gsck1hHbINy2HAM4dnHMoC1xGw+O71y7SXvjGjiu3TxdOpUTsA4dOmjRokXav3+/IpGIKlWqpOeee07p6en+NTt27FD79u21fv165eTkqHjx4rrqqqv08ssv+9dkZWWpRYsWWrdunTzPU6VKlfTWW2+pSZMm/jWbNm1S27Zt/XapVauW5s2bF2jPpUuXqlu3btq5c6cikYiSkpK0ePHigJ0eT+auMplMJpPJVGCdyjVgq1evVo8ePTRjxgy98sorysnJUZcuXQJBCK1atdLGjRv1t7/9TQsXLlT37t31yiuv6A9/+IN/TUpKitavX6/Ro0dr8uTJOnDggFJTUwM/HJo2bapt27ZpwoQJmjBhgrZt2xZwrBw8eFCtW7fWwYMHNXnyZI0ePVrr1q1T8+bNYyrTSdsJ32QymUwm069Xp9IDFo7+TkpKUmJioqZMmaIBAwZIOhpdnZqaqrvvvlvSUY/1a6+95ns6N2/erA0bNmjgwIEaMmSIpKOewsaNG2vMmDEaPny4Zs6cqd27d2vixInq06ePpKNe0759+yojI0Pp6ekaPXq0Dhw4oCVLlviRupmZmRo3bpwyMzNzRTa7VGgTMKIMulMZUk3Ex7BrhinTxU0389KlS/103bp1A++mu5jhxtwCgWiKbnfXjt/EOnTHE00RCzLfdFkSwTD8mwiB9UKXM1EhTw6QgqHKrlBofs7OQcNn+9CFTkzHMhAJuA6s5jNdCIHY2LVTuBREcMw3sQvrgi5lbrfB/LFtaSO8nviGWJztTyRAbECsSRTB9xJfhbEG64O2TWRB+yEK5+7ixDrEKLRzoklGRbMMxCZEp8wnbYR9imgqvEM8bZJ4lVumsO6ZJ6Jp2gK3OaA9M99EU2wT5puncHCLnblz5/pponNi1/DJBmwfjj1EiuwnxFpE2NyuhvZMvMY+6ULWrHeOK0SF7MPEelwuEcaOFO2b7Ua8zHdwrOIYzjYhOufWKCwDPRZsN+Jlfj/xGtYp+wu3qggvBSFGpg3wtBa2P8d3tj/HD6LdWLaLOhU6kQnY1q1bA99pZcuWzdeh4tHxh5Od2rVra9myZVq1apUaNWqksWPH6scff1SPHj0kSdOmTZMkf4ImHR0D4uPjNXv2bA0fPtw/0zo6+ZKk2267TX379tW0adOUnp6uOXPmKD4+PjB+DBo0SOPGjdPUqVN1zz335KsOzANmMplMJpOpwDqRCRgn6dLRdanz588/5r05OTm64YYbVLZsWV155ZX+5ytWrFD9+vUD67luv/129evXT9L/1nzzh6R09Id89If51q1bAz+ooypWrJg/Id61a1euH//RZ/JH9PFkEzCTyWQymUwF1olMwDZs2BAI6MiP96t+/fravXt3gHRJ0vXXX68tW7boj3/8o+rXr68pU6ZowoQJql27to8cXQqf23m8a1zX5+c5UcU8AZs1a5bKlCnjRwONHz9ezzzzjBITEzV+/Phc7nSXwtFrUdENTjczXdFEbS7cwTSxgRREhNyRm2iK7m6iMF7jcnfTxc130VVMlzjdrzRE4gtiVOaZkTiM0OnYsaMoustdUYosJzsBI7GIJuiOJ/phnrjLO59PNz1FVETszHwSX7H9w+LfGCnF8rAMbHO2IXftpn26dtFmWzHfxKgsA9uDeSCKIE4Kl5n9gfkjjmT7EymynLyGSIhl4zPp+qdt83pGnLkwGG2EyJaYXgrWJeuJuIgLaYlImVc+l32GdTFv3jw/zchctgn7Pw9QZt25Tr9gPycGlIK2ygOvKd7D69m2xF20eV5D0a7YhvxCIe6kLbAe6X1gffH6sA3zOv6NUaeu3flpFxxvOYbRLoj12F+Ib1lf7F+0YdoqxzZ+9xCPS8HIXldf5wTGdUA628G1/KUwdCITsKpVq+Zr0hVVcnKyNm7cqLlz5wZs7dtvv9Xbb7+tBx98UCNGjJAkXXPNNbrgggv06KOPasiQIf73zqZNmwJesP379/vfN1WrVg3g9agOHTrkf19UrFgx8D0cfaaU+/SDYynmKMjBgwf7E4ZPPvlEv//979WxY0d9+eWX+eaeJpPJZDKZflk6lVGQOTk5Sk5O1vr165WRkRFYUyn9b3Ic3os0Li7Of1f37t0lKXBaz9q1a5Wdna327dtLkq6++mpJ0qRJk/xrnn322cD9aWlpys7O1tq1a/1rxo4dKyl4/ODxFLMHbNOmTT6znT59ujp37qxRo0bpww8/zOV1MZlMJpPJ9OvQqYyCjE6+xo4dq0qVKvlkolq1ajrrrLNUrVo1lStXTqNGjVLZsmXVqFEjvfDCC/r00091/fXXSzoasJGYmKhx48apSpUqqlatmvr376/4+HgNHjxYktS5c2dVqFBB/fr18z2kAwYMUEJCgr/n2NChQzVq1Ci1adNG48ePV2ZmpsaPH6+kpKR8R0BKJzABK168uD/TnDNnjnr16iXpqEuYKO14Il5i1AvdrMR9dCHzc852uSiOLmHiGymIjlhZdAm///77fpqHbrsOeKbL0uV2Z/QasZbrsFtuJssyEJsRFdAdSxe6FKwnuqmJdhnR4YrkJBZmOVl3RAJMswyu/LiwAd36rK/wpneuQ9RZr8SoxFSMLCNqoF252oqYhnkgKiBeJYIl+iLKZZ3STsOYn9GYfDfrhm5xIitGRzJ/3JSUfZXvYrsxf0StrCOiH+aT9kx8F17kyohA9kNGKdLuifkZcUY7ZL7ZF7hpLJcXECnRvlgvtFt+Thvh5+H25P+5UTRtj3XjwlGM5KZtc8xwIS5iQN7LZ9IumDfX5s6uZSdSsN1dY4lr41dG+65bt85PMyqe4zDLSdtZtGiRn+ayANoOlxdw7HBhwPB3D9uN+eB449rsm/XywQcf+GnXuF1YOlU73EcxNyMYpaPRihMnTpQkLViwQFdffbV+//vf+xuxXnHFFXrppZf86xcvXqzU1FTdd9998jxPCQkJysjICNjtsmXLlJaWpr59+0o6On4yMKB48eKaN2+eunXrpp49eyoSiahevXoBG8qPYp6AtWjRQvfcc48uvfRSrVixQlOmTJF0NNw2lpmfyWQymUymX45OpQcsP9cnJycHfjDlpfLlywccIHmpTp06x41mTElJyTXBjlUxrwH7+9//rqJFi+rVV1/V008/7S9QzMjI0OWXX16gzJhMJpPJZPp56lSuAfslKuIVQi1kZWXp1ltv9f9Pt64LOxEt0PVPnOI6py5cRLrX6eKmu5z4hrNcl4uXbmO+j655RvEQcTA/vNcVNcRrGInBs/K4OaEURDasS7pdGe3jcn0TWbF96BJndBgj1FybWBJrsJxEtiwzcW8YtRKLEp0ymoxtRdxDNMP3sc1pe0RqFNEM0/lB5yw/25aYLhw1x01AuREt8RVRIOuF6IN9gbbHOiJeZBQR64htwLIRQREnEn0yD+EzC9nWLrzG8YB4ie3APNHO2SYsA8ck3ktczshK9hGOKWxPImFGUEpBJM164rIK9iXXubXs87RnloHI27XJKO2Wdcq8Mc/sF9xMl+Vke0jB8YOolnZI22AfIIKkjXC8ZdlYftow7ZxjPvs864VjJ9uf5Q9vmuwaS5YvX+6naVcce9m3aZMrV67009zs+ZxzzokpurAgysrK8tdfHSsyncrOztYf/vAH7d2797Tl86emfCHIrKwsv4KOt87r11qRJpPJZDKZTPlVviZgZ555prZv366EhASVL18+z43GPM9TJBIJzOpNJpPJZDL9OnQq14D9EpWvCdjcuXN9l+/cuXNj2unVJUa0EP0wzSgReta46SNxFN3vdP2GURHd1MQ3RHhEZK7NROn65zOJL13Iju57fu6KlHNFUBFlsE6JYqTgxp80fLrm6e6ni5sYhfXKckb3UJGC558RA7DuuCEhN0BkfXHjSrru6e6n+12SLrvsMj9NREC7Yn0TizESi250RtO5znzjvTzXjaiMWIP3EhWxnMTUtC8iISloG4zYom0Q0xAjsk2I8ti2fD7REfuh6xw91gXzwDSfSfQXjppjX+eyBVekIPsA7Zn1Shsj4nFFVLvO1GT7uzbZ5fjCPDMtBduNdkJbYh/mGMa+4UJBXFzMvkcRfTEilm3LumY9EuuxzYjBWXdScPkDy8b3uaILWQbaKvOxYMECP33ppZf6aY6ZzBNxNNuHbUMboa0RnYcXcvN7he9mNCqD2dhP2P7MH9EpMW1hyCZgsSlfE7CWLVv66VatWp2qvJhMJpPJZPqZyiZgsSnmKMj7778/T8y4d+9e/8Rxk8lkMplMvy5ZFGRsinkfsBdeeEHvvfeeXnrpJd+VP3/+fPXq1SvgRo5FrvMSieOIvuhmZUQX3d100YaRqescNrrdeQ9dvHQpE0G6Nkakq5zoi+9ivl3l4aSX72X+XWhWCrq4XZssEm2yPMRurHuW07V54HnnneenuXEhPyc2I0Lh81lObojHTQilIKqmzTB/3CeGdcG6ZxmIF4gEiKOIilatWuWniZpdbcu6Zhuy/MQ34bP8WJe0Wz6LeIX2TLzMMrC+GfnFvsM65XOIHXkv65r5IbJmHYUDetiniZSJoIh4WMesC/YlIi5G8hE7us5FZPkpVzQh06xfov9wXomnuVEsIwqJTjmusD+zLngN64J9mxGbHJ859nC8Zz1yvCBOYznZL6SgTTMfxNO0B77PNd6yX5HisN8yH+wXfJcrKpPXLF682E8zUjR8liffzTomqmbZaAu8huMkbb6wN2I1D1hsitkD9vHHH6tmzZpq0KCBnnnmGQ0ePFjt27dX7969Y94F1mQymUwm0y9D5gGLTTF7wMqVK6dXXnlFw4cP1+23366iRYsqIyNDbdu2PRX5M5lMJpPJ9DOQecBiU8wTMEkaN26cHn/8cfXo0UOrV6/WwIEDNXny5AB6OJ7oKqX7mS5xRpzQFR09E0oK4gEXyglHAxEvMCKKeIUIiu9mvnk9o/F4BhnREV3zND5uhsiIIyIEupyJe/h84rEwHmEdE80Rr/FZjLRjFCAjvJgP14a2jD6j+55tRSRIDPThhx/6abryiQqIH6Sg/fzmN7/x00ReRAqsM0bdsX0YsUm85Dr/04XBXAiamIkb6LK+GMkbRurc7DJ6WKwUtFVG6bGOWX6+j7iL6INt1aFDBz9NnELMQrulnRPZ8Pm0LyJHKVivtDeWjSIuY5lp202bNvXT7M/5wXS83rWJK9uGfZC2yeUBUrCcxHyMNGSd0TZ4PduBfZv2RtzVrFkzP812c23QyyUFiYmJfppRtuyfrKNw29LeOO6zr3M85Bjmiswk8mUUJPPKPs9+xe8MIl7mm/lhVC7tgpGL4efSxmgzrFdGcvJ7iJGZfB/vZXueLtkELDbFjCDT09M1cuRIvfDCC3rppZe0Zs0apaamqlmzZnr00UdPRR5NJpPJZDL9xGUIMjbFPAE7fPiwPv74Y11zzTWSjs7in376ab366qt6/PHHT3oGTSaTyWQy/fRlE7DYFDOCfO+99/L8vFOnToENS48nunKJHRhBQgRFDEA3OFEjXcuMrAtH3LjQJvNB1zRd+ZTrbENeTxc6MQDTxFR0a1MsAyP/6HInBiJmDeeDZeP71q5d66fp1mZkGtEH8cJf/vIXP924cWM/zTplRBTxABEn665JkyZ+2rXRJXGnFNyIlbbBtuImo4xkIh5g2YisiA14L+uUts165Htd5zwS07k2ZQ1v3EmMyLphxC6Rl+tcTeJoIh7aEjeZZJQyMRDbk/iK+WHbMnKN9hVeOsBoSUZ+ss74bj6XdcQ24efEQBMmTPDTf/jDH/w065dIkX2Ebct6dG0OzbqTgvbA/LENufSC0atc5uCKKGZ7chziGEMbYTvQXtgv+Dn7RXjT4KiIKaVgu7NsXG7CfLNeXNHfXOZAe+G9/F7hEoGPP/7YT1988cV+mqjUNbazH4VRK/PHNPPEjWKJFF3LbYiUT8Ym6QWRIcjYdEJrwFziIGQymUwmk+nXI5uAxaaYJ2BHjhzR448/rqlTp2rz5s2BRdZSbm+TyWQymUymX75sAhabYp6AjRw5UhMnTtQ999yj+++/X8OHD9dXX32lGTNm6IEHHsj3c4iE6FomsiBeIyqky5U4kVjrggsu8NPhSSFd5Ix2pBvctakr80T0QTRDlEFExvfS9c2yuTZDZVQjo/L4TNYd6zcs4lK+jxF4dKMTFxBr8JquXbv6aZaZuIf5I8qja535YduwfumuD0eQsS75XKIDti2xqMsmWWb+4GAbMkKNKP6mm27y0yyz60xB2hfbnHlmXYTzwbTrHEHiP9oP+wkRGT3bxD2XXHKJnyYiZpr1yA1T2R7EZmyD8EasxItcYtCuXTs/zXpl+7POOE6wL7GdO3Xq5KeJ0ZimrRGv8jnEyGxnYnqWP1wG4kjaA/sePycWI45as2aNn2Z70t44zrH9GUHK9ufn7KtEeWEEFxXrLpwPju8cY3kP+wOXrbDNiaBdfYybJtPeOC64NmUmmiUep60xP5J7g2+Wk3XMtnIt2yCm5XhbGLIJWGyKeRH+Sy+9pGeeeUb33nuvihYtqh49emjixIl64IEHtGzZslORR5PJZDKZTD8D2QL8/CvmCdiOHTv8YzDKlCmjvXv3SpI6d+6st99+++TmzmQymUwm089CFgUZm2JGkNWqVdP27dt17rnn6rzzztPs2bPVqFEjrVy5MoCGjidGEDFCha5cIji6X+nuZ2SRKyKQ90pBFy/zTHcvXdC8ns8iXmC+icVcZ6oxao44hdFujPaky531RTe7a6NHSXr33Xf9dPPmzf003eAUcRExEqOpWC+MDnMhZb6L0T102bvO42QdEaGGOzHb0xWl6trslM8iamKEkytqipFSrHviOD6fkaxz587N8znc9JRn/9HOpWAdc+NGivlet26dn6bNE5cQL7G/Ece4NkClnRNrEvGzH9FeaCPh80x5HctJ5OuKamV7EnMT8dH2iLuIndnmHJ+45IEInvVOu2P/JyqWgu1JFBjGdlHRhnkNy8wxg+3Md82YMcNPp6Sk+GliWpaZ7c8IX7a5a8kGx4vws1jHrDNG/3KcZHmIL2nbxLR8TqtWrfJ8Du2L0b4cqzgWMs+029WrV4tyRTsSHfJZbB8uIyCmZpuzzOH12adDhiBjU8wesCuvvFLvv/++JOmuu+7S/fffr9/85jfq1auXbr311pOeQZPJZDKZTD99mQcsNsXsARs9erSfvuaaa1S9enUtXrxY5513nq644oqTmjmTyWQymUw/D5kHLDYVeB+wSy65JBANlV/RNc0IFaIvurvpBu7Zs6efJh6hm5kYhC56KejupbuYm8zyPEfiq+XLl/tpF7JghBfv5fUsP13FLDNxiqs8dP0zui0sXsdNBomFXGcSEhc99dRTfrpv375+mq5y11mbxA5sZ2IW1gvrjq571nV440FiO+IlYhFGqREdE/+xvjlQEEcSL7CtaJM8H5V1RKRK3Me+wHP9aNtEv1Iw0ox/Y3sySpN2QmzNOubZprQFlp8YjWiG6I/Pp21TrvPxmGcpaIfcNDh6KocUxItsNxeOcZ1VyM9pYxyHmFeiWY4vTNMu+Hn43Faic7Yh0TafRTt3LYtwnYvqivxkXbAf8nNXH+HzicpYp8xz+G9h9BwVUS3bhG3rGtuIYJnv6BpmKWj/DCijbXMM4zOJUPleolwp2B84VrFsXJ5BhM06Wrp0qZ/mmay0f5bzdMkmYLEpZgRpMplMJpPJFNapRJAdOnRQ6dKlFYlEFBcXp3POOUcZGRm5rps5c6YqV66sSCSiSCSiMmXKBCasWVlZSk5OVlxcnCKRiCpXrhz4wSkd/YFTu3Zt/xm1a9fOdWLF0qVLValSJT8/9evXd56a45JNwEwmk8lkMhVYp3ICtnr1avXo0UMzZszQK6+8opycHHXp0iUQbDJ37lxdccUVOvfcczV58mTNmzdP9957b4BQpKSkaP369Ro9erQmT56sAwcOKDU1NeBJbdq0qbZt26YJEyZowoQJ2rZtm5o2ber//eDBg2rdurUOHjyoyZMna/To0Vq3bl0gwC0/OqlHEcUiIiG6nBkBwhknox25qSBxF13ldC0Tm0jBaBdGXRFx0I28ceNGP83oGG5QSvTDTfJYNqIG4gFeTxc3cRxd0a4NPYm4wmckMjrGFY3Fd/N9rK/7778/z3ewfVxnNRK7sAxsc3ZK1qkrMijctkQbdMfTTuiaJ/5yue9d5yW6Ntkk7iE2cLUt0YdrI2K+K7xxZ7169fw0sQbzQXumWC9sH9o5MVi4vqOijbC+WL9EirQv2gjbP3wuKtHctdde66dZrxxXmFcieFebM6KY9cK8EqmzDzNKlZHPFOuI/TaMirg5aLdu3fw0y+bCgiwDsRbbkH2J4vO5RIDjIu2ftsrxhWMBryGmZeSvJKWmpvppLrGgbXD8ZL/iGO5qNz6TX5J8DvEg64L3smwcnzgJYN2FNxNmfbDduQzDdW4t7Yf1zXczev+XhiDD32lJSUlKTEzUlClTNGDAAElS7969VbNmTa1YscK/jpGumzdv1oYNGzRw4EANGTJE0tEI5saNG2vMmDEaPny4Zs6cqd27d2vixInq06ePpKN9rG/fvsrIyFB6erpGjx6tAwcOaMmSJX5Ee2ZmpsaNG6fMzMxAOxxL5gEzmUwmk8lUYJ2IB2zr1q3KzMz0/3GifixF18pFJzuHDx/Wli1bVKtWLVWoUEFxcXEqU6aMhg0b5t8zbdo0SdLdd9/tf9aoUSPFx8dr9uzZkqTp06dLkj/5kqTbbrstcP+cOXMUHx8f2E5o0KBBkqSpU6fms7ZOYALWu3dvLViwINbbTCaTyWQy/YJ1IhOwxMREVa9e3f+Xn90UcnJydMMNN6hs2bK68sorJf1vv7q5c+eqRYsWevnll9WiRQuNHj1aTzzxhKT/7QEX3i+xVKlSvidx69atuY6Qko56IKOeyl27duUKKoo+kwEyx1PMCHLfvn1q3769qlevrltuuUU333xzIFrrRMQZL9EUK4nuYaIFVsK8efP8NM+H4wI8KYhs6EamW5+Yhy5+IjvmgxiJ1/NzlpPIyhWVxDO++DnPPuO76DbnxpDhfDNKk89KTEz0065z14gyXBtd8l10oRN9MK9ENtycMBzhGBWRQHhDRyIFRheS77M8PEuUiIyogdiFeeWGu+ywRNO8l3lgFGTdunX9NBEF8RjrPfwLccqUKX6av8jYZ4idOUAQd7AN2VasU9YR8QrRF/sF64XPZBtyuQDthbhPCpabbch6pU2yLolXWU5uDsroM+JflpPjE/se24d546af7FMsf3iwZ9/lGMDPOVa5liGwHZgn4mjWPZ/J/BF38Tm8njZCu3Xljf08/D4iT9Y3380xZvHixX6aZePCao7DtBGiIn7fEGXSRng9xzDmkyfChG2Y+eD4xP7DPsDyMOqaZeA1dI6kpaXpdOtEEOSGDRsC/TOMbfNS/fr1tXv37sB3exRR16hRw99U+LrrrlPlypX12GOP6a677jrmM13fN65rXNfn5zlRxewBmz59urZu3ao777xT06ZNU82aNZWenq5XX33VGT5sMplMJpPpl60T8YBVrVpV1apV8/8dbwKWnJysjRs3au7cuYEtdaI/iLk9iHR0QhbdJiS6LjLspdq/f7//A6lq1ap5zmUOHTrkrzGuWLFi4Mc1n8kf9cfTCa0BO/vss3XXXXdpzZo1WrFihc477zzddNNNqlKligYNGhRYCGwymUwmk+mXr1MZBZmTk6Pk5GStX79eGRkZgcAN6ajnsEyZMgGvs3SUNkQ92t27d5ckPfnkk/7f165dq+zsbLVv316SdPXVV0uSJk2a5F/z7LPPBu5PS0tTdnZ2YD/CsWPHSgoGCB1PBYqC3L59u2bPnq3Zs2erSJEi6tixo9avX6/ExEQ9+uij/qK0vOTaJJMb2nEmTHc6MRBd14yGYcREeKNYohm6xRm94ooOpLvXFQX34Ycf+mkXdiA2YTQV0QffRRctsQE3CeQzw25QusKJBYg4eA+xMjclbNCgQZ7lIQpmXtmedL+zTokv+MuE7e+KbqPrXwpGPhEpcWNd1h9RA3Ecf92wbdkmtBHiMeI+YjfmjRFdxHpEC65NH8ORiPwVSEzBumTfYIQQI8KIPohEiJT4HP7S4/U8s84VTcdr2Ia0EbaTFOxvjJBmnlznKLJfuSL2WAbaAvPBjT6Je/mLmX2SdkRkyXQYQRKREouxbLyH/YT4m+3sWnbBPsz+z+ez/V3RrqwjLt9wLUEgspWCdsI64zjE/szIcfZDYlEuqaDtsF44VrHvcSxl2di3mU/WL5Fo586dRXH5B8cM13meHBvCG4rn9RwuZygMncooyOjka+zYsapUqZLfF6tVq+b37379+unRRx9Vr169dPPNN+sf//iHtm/frvHjx0s62n6JiYkaN26cqlSpomrVqql///6Kj4/X4MGDJR1tswoVKqhfv37+mD1gwAAlJCQoPT1dkjR06FCNGjVKbdq00fjx45WZmanx48crKSkp3xGQ0glMwA4dOqQ333xTkyZN0uzZs5WcnKxBgwbphhtu8I35lVde0R133HHMCZjJZDKZTKZfjk7lBCzqLGAEo3Q0WnHixImSpL/85S/auXOnXnrpJb344ouKj4/XsGHD1K9fP//6xYsXKzU1Vffdd588z1NCQoIyMjICjoBly5YpLS3NP+2lZs2amj9/vv/34sWLa968eerWrZt69uypSCSievXqadGiRTGVKeYJ2DnnnKOcnBz16NFDK1asCHhEourQoUPgl4jJZDKZTKZftk7lBCy/10+aNCmAD8MqX758wJOdl+rUqXPcaMaUlJSA1/xEFPME7PHHH1f37t0D7tqwzjzzzONmnhiRSIVIiC5Xcl26gYkamzVr5qfpZg/n1XXGIt3rnEASX9Dtzg1heT3d40QNvJeIgxFxjHZ0RaKxzHTdE5VFQ3Lzyh/T3ECSmyOy/ujKpwudOI64jKiEeIkIgQjatRki8SUxE58Z3qyTdRNl+lIQf9HG+Dk7Uzh6KSriW0bgXH/99X6a6MsVfUZky/JwTYELCTJ6SgqWOTk52U+zzxALsY4p1/msxEXEVGxz1inthaiQ97IPE8d+8sknfjqMl3k/MaLL9ohmXVGwrk1mmSfaIc/24zXst8wn+yf7Ods2vOiYdc888VnElOwbRFCusY39kO3AMZljpmvjZo5hHFOIxDiOsA1Yp1LQftin161b56ddmwmzzMwfbYHjDXEh+yHHAo69vJfP57IAlpM2Et40mYid97AuuVSB1xNtEZ1zTOK4Hx4nTofsLMjYFPME7KabbjoV+TCZTCaTyfQzl02s8q9CO4rIZDKZTCbTL0fmAYtNhTYBo1uXrmm6wYkZ6OIm3qQrltF6rmg1KRi9QjcwXcpEbXTH0z3MPDGahvmmS5gYgOVnpBOxKzEDy+naVNB1ZpkUjI5y4S/mm+iUdcTz5VwbThJl8TlEIsQuRCjEY/ycZXMhTilYN0QZjGRimuiIdca8MiqJz+zSpYufZpQm65F4kGjKdb4e7YJl42DF/hL+P+8hguDWMB06dPDTxBdsE9oI7ZN1QdTKe2mTPI+S0b5sJ+JV2gvxpSS1adPGT7Nv8N1EOcSLtElXhLMr0pg4is9h+WmfHCPYbi5Mx7JIbhTKZ7k2hKW9uTbcZf9hHbMeaYfs5xzDmDciRD6T4wX7SHjzbtoDNxPlu1n37DOsF26+Wr9+fT/90Ucf+WluoMy6Y/u/9tprfppLW9iPLrvsMj/N8YL2wnJJQfRKu2d5WK9sN+aP49Dy5cv9NHFxYcgmYLHJPGAmk8lkMpkKLJuAxSabgJlMJpPJZCqwbAIWm05oAvbiiy/qH//4hzZt2qSlS5eqRo0aGjt2rGrVqqWuXbvm6xmuTTaJAYlH6OJmNBDvJe6gq5wbo0pBlzJxAd36PHeNG+vRNU/E48IaRDlEM9wwk+9lVCJd5XTr8znMJ9FFOPqGWIwipuE1Ydd5VEQzdN8Tg7mQHd/FOiLupcudWCcc7RgVIyiloF1xs08XgiHW4Ocvv/yyn+7WrZufJiogUiQu5cBC1ERkxUhZXsPNTV34OhzVS0xDfEHMyQg8Yl7iReabaZbTFR3pQs1sA9c5p7R/RlCGcQrfwTzR7tn+rny7UOv777/vp2kvtFWOPcRotB2OWxwjiOldZ2FKwfpgXRIvsn++9957eeaJYwP7J6MGaRccw7iZLD93bbj8yiuv+GlGENOOGPl5LDRHdMg25LIS4myOW7yX9sa+x3fTLijibvY99k/2NbY/88moXsltP1z+4FouQjuhLfA837AtnW7ZBCw2xXwU0dNPP6177rlHHTt21J49e/wJTPny5f2t+E0mk8lkMv26dCqPIvolKuYJ2Lhx4/TMM89o+PDhgV9nF198ca7ZvslkMplMpl+HbAIWm2JGkJs2bQqcqxdViRIlcp0Ofiy5rqVLmA1EFy/l2rSOyJJntoXfQUzDowaIZogsmCfXRpR0m9PtTlTi2vSVETQbN27000QCvJ74iXXByEUpiDyIRVh+urv5XCIR5o94iZNx4kIiQtYpMRpRG9vQhWnoug9v+EukyDqmvXFDQyJsXtOqVSs/TYR98cUX+2naEeuIqInoh1iLP1bYn3gv7Yj1FcYmbHfiRSI8YgoiEra/62w/4nK2D+uIfWT79u1+mnbhQitESERRYexMFOZCoVyGwOhCInzaLTfN5OG+3KyU2Il9nvlmdBzbnGia9U4kFo7kdUVOsj3ZVoxqpbgbOCN2GX3HvsAxlvVLu6V9EV8SqbNPuc5CpY1IQbtiH2bdsM6YJxfCZx0RKRIR0xZokxx7OC5wWQjrkXbOzWPD0Z68jnVP+6RdcQxjXbJ9WH6eHRmOhD8dMgQZm2L2gNWqVSuwW3dUGRkZgfUbJpPJZDKZfj0yD1hsitkDNnjwYPXv31/Z2dnyPE8rVqzQyy+/rEceecQ/ENNkMplMJtOvS+YBi00xT8BuueUWHT58WEOGDNH+/fvVs2dPVa1aVU888UTgPLzjiS5nIgS6r+myJsqiW5dufSIORuKF8SVxjuuMQZdLmGiPUTaMiCH6oNuYmIJYh1F2dC3z+awLeiDpBuemh4wGkoI4i25wIlLin4ULF/rpSy+91E8TF7KcdNMzApMRUYxcYiQW0QrzwzLzc6KF8GHwdNnTrtjZWWe0BV5DZMfNgYldiFRZp7RV16aKzCftlnVBG6SdhiPIXJupEpe50BwxCBHMP//5Tz999dVX+2niNUYlsv1XrVrlp9kPiamIoFgeYvrwWXZsH9onbYBlYMQyET77FVGTazNV1i/tmWVm32Mfdo1JvD4sYjFeR3tgNB0j4jge9uzZ00+zzzDqmFjPFYFOO2KdsjwckzjmsT04LnDJhhRErewbLnujnRCj8xrX0hG+i32S4xOXrbjyTSRO22EdhSOW+R3A/LE9uQyBeeUYw/exvrhshdj1dMkmYLHphLah6Nu3r/r27avdu3crJycn0BlMJpPJZDL9+mQTsNh0whux7ty5U5999pkikYgikUjg15DJZDKZTKZfl2wCFptiXoSflZWlm266SVWqVFHLli2VmpqqKlWq6MYbbyz0TeBMJpPJZDIVjmwRfmyKeDHWwrXXXqu1a9dq3LhxSklJUSQS0ZIlS3TXXXcpOTlZU6dOPe4zsrKy1K5dO///3bt399MM/+ZOy1xXwVBoru1wbW0RXjPD9R1k9FwDQD7PdQWcZHKdhOt9DKmePXu2n+YaI4YOcw0Q16pwHRrXNnFdANeLMP9ScM0A/8b65lo5rgfhOgyuaeJaFdc6JOaVa6NYR1yfwvUmlKs9wrulc82Jaz2I60BhrrPiejiu9eC9rHuuJeH2CWxnlnPGjBl+mlsEsF64tofrXMJ15Nreg+ukOnXq5Ke5joXrTVgGrtdasWKFn+aaFHq9uXaTz6dd0Aa5lo592LWFgxT8xcx247O4VpDjAde9sV/RJrkGlOukXGMMbYptzufQ/l1lo02F38f25HYDbB+uDeM72A48YYN54okE7PMc59in2C/YHnwOxfzQTrkmVQraN8dnro16++23/fQVV1zhp1lHbE8+k3VKG6HdUlwbR7FOaUdc6+daexa+jvlr0aJFnu/jmOx6LrfJ4XiTkJCQ63vgVCkrK0vlypXT9ddfn+t0EpcOHjyoV155RXv37j1t+fypKWYE+fbbb+vdd98NGEyHDh30zDPP6PLLLz+pmTOZTCaTyfTzkCHI2BTzBOzss88O/FKOqly5crl+sZpMJpPJZPp1yCZgsSlmBPnPf/5T06ZN0wsvvOCHie/YsUM333yzrrrqKt1+++3HfUZWVpb+9re/+f/n1g7cIZy7jhPfEOvR9U/3ON3pRDlSEB0xTbTD+5knupCJBZknvo+TVZaB2IFucO7kzKYhZqG7ls9n+evVqyeKGIH38HMiDka2EvcQNRAvuHZmJoIivmLdEU0Rj3C7CJaHaJFpKYgI+FzuYM1QcJaTKIN24TqkmvVClMstQIis+N7WrVvnWQZuecG24fMZ5h/OB/sSUQBxIeuC5aT4Pj6f21bwXaw7F77l9jHstywP+054+xiWhz/2mA/2YZaBuIj9kIiLbcvn06ZcqJEnMtDuaF9sT9ZLeCd87mDOvBJPc3kG65ufE7Wx/FzywDLzGpaT/Zl5de26zuuJR/l8IkEpWE6OJcSRtBPWBeuVSJ3bmPB9tHm+i/ZGm2dd8PnJycl+mn2Y14fRGtuddsV64pYxtHl+B7Avsc+wH1apUuW0I8hrr702F1J36dChQ5o6daohyOOpYcOGAWb/n//8RzVq1PDX32zevFklSpTQrl278jUBM5lMJpPJ9MuSecBiU74mYNwo1GQymUwmkyksm4DFpnxNwB588MGT/mJiN7plGSnjOuyYSJDXE4kxQi98eDHd9K6oFrqaicvmzZuX57vpKncdAk0E58KFRFCM3GKEI99F9zMxUzhCk+d0Es3Q9es6jNeFdpcvX55nXlmPRDysd17Pd7GuiWOJH1in4R2116xZ46cZFEL3PdEBBwHaJKOgiASIJoha6CFmG3LHf9YLbZVtlZ/drsPRvsQRtA1XX6L4buIO2hXxzaJFi/w0bYG7hbMMbDfufs9nMvqYNhw+sJkRXqwbYhcuBSCCY1Qfd7N3HRbOfLA9iSaJ4FjXtHMezMx72U7hM3SJUVkGnkLB5RkcP9hufAfHQ+bVhf/Zr9iH2c58PvE6d5HnzuzE14wylYI2zfrguM++51oWQBxNzE/b5rtYX/ycyzQ4VvE5rpNAiJ3DaM11oDbHJPYxtjPfTZukDbMNuSP/6ZJNwGLTCW/Eunr1am3cuFGRSESJiYlq2LDhycyXyWQymUymn5FsAhabYt6IdefOnWrTpo2aNGmigQMH6s4771Tjxo3Vtm3bwK8Pk8lkMplMvx6dyo1YO3TooNKlSysSiSguLk7nnHOOMjIynNdfdNFFikQiuvLKKwOfZ2VlKTk5WXFxcYpEIqpcubJWrlwZuGbTpk2qXbu2f9JP7dq1A4ESkrR06VJVqlTJz0/9+vWde4O6FLMHbMCAAcrKytL69ev9zQA3bNigm2++WQMHDtTLL7+cr+cwioWoieiHyIZRJnShU3S5EtkwwkYKIjXeQxcvJ5PEGnRr0yXOxuEmiXwOXcXEFEQLxDrMGzefJe7i4bu8hpv8SdLHH3/sp+nuJu5geVhHxBREEBTbh8ZMBEdUxPwRobFTspxEIoxuCp++wA0nXZu6sk2IdufPn++niR2JF1gXRLaujWiJKVm/LD+xBG2eZfvss8/8NDGDFEQ2rk0sGZlFLERcMnPmTD/NSEniDmJ0IltuiMv6Yt9jHlyIk3YURijsP6xXLmGgbfAdfBbbjdfw+cwr7ZCYkrZGrM8xzPVeitG+UtB+2J6ujYL5Po6rfC4/p63Srpo0aeKnWacu++fYw77G/sX+z3Ghbdu2oogwOcbwuXwfsStRNdcrs+6mT5/up9u3b5/n8xnJSbxIG2Gbc9xybQLOepSC/Z516fo+fOWVV/w065LXUFyCwWjs06VT6QFbvXq1evTooS5duujAgQMaMGCAunTpom3btuU6j3rYsGH66quvckXJS1JKSoo+/fRTjR49WtWrV1e/fv2UmpqqvXv3+nOApk2bat++fZowYYIkaeDAgWratKnfpw4ePKjWrVurZMmSmjx5srZs2aJhw4apefPmge/a4ynmCdisWbM0Z86cwCQjMTFR48ePDxi2yWQymUymX49O5QQsvJ1UUlKSEhMTNWXKFA0YMMD/fNWqVXr00Uf12muv6eqrrw7cs3nzZm3YsEEDBw7UkCFDJEkXXHCBGjdurDFjxmj48OGaOXOmdu/erYkTJ6pPnz6Sjv4w7Nu3rzIyMpSenq7Ro0frwIEDWrJkib/mMTMzU+PGjVNmZmZgveOxFDOCzMnJyXOfj2LFigVm9CaTyWQymX49OhEEuXXrVmVmZvr/6N0+lqJeZ052Dh8+rHbt2qlr167q2rVrrnumTZsmSbr77rv9zxo1aqT4+Hj/qMCotzQ6+ZKk2267LXD/nDlzFB8fHwg4GTRokCTl6zjGqGL2gLVp00Z33XWXXn75Zd+9vnXrVg0aNCiXW/lY4uZ5jAgjNuFEzxWtRzxCFzLd7IwAkoL4jxsoEm0SR9LFzc95Bhdd4q4NHV3RfhTd5nRrMxqIdUeXNsscdlETo6xdu9ZPEzW5zqejm56Yk5FCLDPd6USqxLQsA8vJ8vNdjAYjygv/KuL9zB/vp73xHXTxE4uxjllO3utqT7YJ8+M6j5SDDxGSa/NgKYhLGFFITEXbJoJmNFqzZs38NPsYMS3rgu3AMrDMjD5lmRmJSNTK68N1ynZj2dgnJ0+e7KdvvvlmP806op2zn7B/EvOyj1DEjnxmflBh48aN/TT7QlisM+IUYmu2FfEHbZiYmu1zySWX+GlXZB3tnOMzI8WJWjlWcfkG+z8Rb/gelo11yb7hQpMU883zVjme8162D/NA7EjsTvtnOV39VgqiVvZDPpd9lROFJUuW+GmOZxwDCzsY7kQ8YOEo4JYtWwaWg+SlnJwc3XDDDSpbtmxgjVenTp0UFxenV199Nc/7ojYbXsZUqlQpf4zYunWr08kUtZFdu3bl6rfRZ3JOcTzFPAH7+9//rq5du6pmzZqqXr26IpGINm/erKSkJP373/+O9XEmk8lkMpl+ATqRCdiGDRsCTpH87Ipfv3597d69W0uXLvU/+/e//605c+Zo5cqVea79Op7CB8Qf7xrX9fl5TlQxT8CqV6+uDz/8UO+9954+/fRTeZ6nxMREpaWlxfook8lkMplMvxCdyASsatWqMR1FlJycrI0bN2ru3LmBwJHp06crJycn4F2WpBkzZqho0aI6fPiw783ftGlTwAu2f/9+f++/qlWr5grck44GFEU9vRUrVgx4jKPPlNwBEnkppgnY4cOHFR8fr7Vr16pdu3Zq165dLLcHRBzDDQ0ZTUVXHt2srvPRXFFzYbcs0YHLNU+uTONwRSMyTUxD1zxd1sQudIO7ojeJeGjgdOW78iwFI26YP+JZoia6+IkdGKVH3EXcQZTDiCY+h+5b1gWxE9uG0T3k7uFy0sXPQBG2D3EUERFFJEIMwvJ89NFHfpr2xkhZfs7NPekt7ty5s58m+mKamJa4I5w/9h9GuBGpEGvxHUQtrohYthXTxIC0YRfKZTsxstK1GbAURHDEUdys8qabbvLTLKerD7vQGRFI9+7d/TTbwfUrm/2T+JJ4lbYQ3kyYUYQcJ1nHrg2E2T+J2ti2LrzoQvMch5jmkg/XeaQct3g9x2ApOAbyi41fkrQrjhO0f/Zt2hvbljbGNmEeWKesF45b3DC1efPmfppfwOGIZbYDkSejJTkmc6xj+fl9yH5CNFkYOpWL8HNyctSgQQOtX79es2bNUmpqauDvjz76qHr16hX47JprrlGTJk38zeS7d++ue++9V08++aQef/xxSUeX5GRnZ/tBhFdffbWef/55TZo0Sbfccosk6dlnn/Xvl6S0tDQtXLhQa9euVYMGDSRJY8eOlSRde+21+S5TTBOwokWLqkaNGoGBzWQymUwmk+lUTsCSk5O1fv16jR07VpUqVfLXO1arVk1nnXWWfvOb3wS2D5KO/vA+55xzlJ6eLunoD9TExESNGzdOVapUUbVq1dS/f3/Fx8dr8ODBko7+IK5QoYL69evnz3UGDBighIQE/zlDhw7VqFGj1KZNG40fP16ZmZkaP368kpKS8h0BKZ0AgvzjH/+oYcOG6d///neuX+Imk8lkMpl+nTqVE7D169dLCgYmSEejFSdOnJjv5yxevFipqam677775HmeEhISlJGREfAwL1u2TGlpaerbt6+ko15NesWLFy+uefPmqVu3burZs6cikYjq1asX8IrmRzFPwJ588kl9/vnnqlKlimrUqBFAG1IwMvBYYkQM3a9EC5zNcsdboinONrmQj4iDFSsFN9DjJqgU3dp0QdOlnp8owPC7o6I7mQiCrn+67HmmHHEiy088Et6IlS778N/y+pxok2iWeIDpqBtWCpaZG2O6NiukC511yjYkymLdMRJLCm4+yPIQc/EdFOuVdsj2J4Ih7iFS4nv5HNo8f7wQwdM2Xfgy/MPHdf6b61xAYhraMzcZpb2sWLHCTxOhsB6JTXiNa1NR2hfrlxgo3HfYx4izWcdsZ/YZvpvIkpvSss8zSpOYinli2nUOK/N8xRVX+GniSy4kloLjmCtylHbPTSjZnrRnloH9jX2J93J5AbE2kSoRNG2eZWNEIMvF+go/i/bN9mR5WAaOma7NtGlvrrNDWQZ+zjZkeTp16uSniemZnzBG5//zc1Yr0Snzwe8Gls212e/p0qmcgJ3I0UVE41GVL1/+uJul1qlT57jRjCkpKbk2UY5VMU/AunbtGtMqf5PJZDKZTL982VmQsSnmCdiIESNOQTZMJpPJZDL9nGUTsNiU7wnY/v37NXjwYM2YMUOHDh1SWlqannzySecGlMcTsQNRo2sjSkaWEeUw6oNuc0b6EINJQRTG9/Fzvptogq5pohziIrrN6cbkpqS8nm5SupB5flnLli39NN3sjFa88MIL/TTrQnJvFEpcynvojmfkHzcPJLJiRA/LSTzGd7H9iRcp12a9/JzRR1KwLokIiYV4DduKiITIhjZGdELcR4zONqQdMcr0ggsu8NPcGJd9gfcS0RBTSkEEwb7B/LE9XWev0rZpV8QgLkTMa4hp2aeIhFxty7omKpKCbUjMRYzG99GuGBHI6FAXBuIzucyCbUh86VpGwCUCLD/ri5FuUrDPsK34hUX7ZL+izTPftHlX23KcZF9gHTE6kOOQa8NpImWOI+Gz+9i2rEtGGtPuaassJzcWZpm5UTbxLdO0SW5vwHYjBmY7uaKAwxvOsk8SL7si5CnWH7/f2P6FvS7bJmCxKd+7lT344IN6/vnn1alTJ11//fV67733dMcdd5zKvJlMJpPJZPoZKZZjiH7tyrcH7LXXXtOzzz6r66+/XpJ044036tJLL9WRI0dyHbdgMplMJpPp1yXzgMWmfE/AtmzZossuu8z/f9OmTVW0aFFt27bNiZCOJVf0CSPC6IolmiH64mZsLvdwOBKCiITnazE6qmnTpn6aUWBENoz2YhQMXct0m7uiKojB6MomdiQ2YKQf3eYsJxGCFKxL4humWQbWJZ9FPEAEww3wiB244aLrrEoiKKIiYg3mkwgpfB4XkY/r3DbaGMvmio5lO7P8TNMuiC8YrUdkTRFHEiEygpBYg7hTckejMTKRGIX5JiIhCmWkMbEesSNxoSs6lPlhNB1tjeiL+OpYGJ22xP5DHMVxgrbEaDpX3XETX45VjPxl29JuuRSAeeO72IZhG3bhXKLNDh065Jlv2jzbh/lmJCOXYNA+Of65fmCzrRilTszGNmN9haP+XGMMn0X8zWh7jtss24IFC/w0x0+OEfzu4rjNenRtfM2xmp9zmQLHNik4rvDdfBbbgfbDcZ99kmVmOQtDNgGLTfmegB05ciRXWHh0e3+TyWQymUy/btkELDblewLmeZ569+4dWPCXnZ2t3/3ud4Ffna+99trJzaHJZDKZTKafvGwCFpvyPQG7+eabc3124403nvCLGa3CCBWiArrBiRyIMsI4Jiq61sNRY3Rx//a3v/XTRAHcxNHlpub1RG102fNdxG783IVviGlYR3w+XfmMLApvtkocwb8RaxB5sl6Jxehe5/XcG27lypV+mmUj1gpHB0VFfEOMzOe4zteUgu3OaET+SCBeJe4hLiAuYV7Z5rRVtu3MmTP9dNu2bf007ZB2xHfxBw7bhhGB7AtSEH+5ztKkvdFOXHVMMUqPqJWIj1iH+WMUGzEy7ZnlpH2FPe6uzZE/+OADP82IPbYzn8V+RfRFW+DnvJ42RURKPMTPiTtpO0yH+wL7Kq9jH1u9erWf5jhJPE+ETVsg4uL44TpEmGMBoy9ZX4xGdkUEsh7DG1iyrYhqWf45c+b4aS5JYb1wrOrSpUuen7NNaJMumsOlI6wjbnRMJMjyh5/JdmD/Yd9r1aqVnyZSZD/hOMnxnGUrDNkELDblewI2adKkU5kPk8lkMplMP2PZBCw2xbwRq8lkMplMJlNYNgGLTYU2AWPkCkUcQ2xCFy+j0lxiJB7d5lIQ8xFZETUSZbjOsHOdW0kMQNzjOguREWrEBnT9c8NAIjiiKdZXGM0SbbFuGClHHMH7WS/EDqwXRijRbc68EjvwepZ/3rx5fvrqq6/O873ET+ENHYnj6Nanm564jAesEqmybYlBiBfCkaZREX0Qp7B9WEeMuGJ9cYAiZgmfZcny8Llsc/YBlof16rIl1inPLbzkkkuUl9i/WDZiJldUKsvPPITLw/bp2LGjnyYWIvJiv2L52SeJ9hn5SDvi+ESkTJTFfNNGiHu5qWZ4iQQxJ8vD+2n3jHBk32Z0HKPviCCJTvkc5olIlDZJ9MlxhHLhXi7ZkILojOMNx6SUlBQ/zfGJkbncKJf16Dojk9GUrFP2C24sTRsk7ufYxjYLb4DtGsfZb4lL+T7WH3EkFY66PN2yCVhsMg+YyWQymUymAssmYLHJJmAmk8lkMpkKLJuAxaZCm4ARqRADMIKK2IDuWrq1iXjoWidCDCMbRukRo/DdRI10X7swIqN9XOe3cUPXunXr+mlu+kg0Qzc9Xet0RROb0PUd3uiQ+IL1R9TAchLZMfqM9U33OvEFkZhr41ZiAEa+EU0TffF61l3YFc+25t+IDpnm+9j+rAu2Ieub0W5EP0QffCbxHVEBo56Iu4hjr7zySj/NSEQpiCk++eQTP82IK9oSUSDfR+xGpMJ+1alTJz/NSGG2OaO70tPT/TRtkHXKuuMzwxuAupA/kSLRFDES25zvpl0xzXpkBK3r7FUiOJ6XSjzGDWdr1Kjhp8M2zChv9nXXRq4cG1ybxhIjEpe6zi3l8/lMthUj2fk5+zzrkflv0KCBKI43XJLgOj+WG5SyDFz+wbpjf+bz+UyO4ewvtB2O7bRzRvW+9957eb5LCtoA7dl1Vq/r3GK2iQuXF4ZsAhabzANmMplMJpOpwLIJWGyyCZjJZDKZTKYCyyZgsSniFUItZGVl6e9//7v/f7r1XQiJ2Zw9e7af7tq1q58mNiRa43mPktS4ceNAXqIimiNSoWuaeeI13HCSz2nYsGGe+SPuoJudaJYYkRiQEW1ErXRXE9mG3/fxxx/7aUaUcsNB5olt4kI2dKHTfU88RLRCbEDsRJxC1z+RA9FUeBNLYg7WDTEakRKj9FgeokO6+IkgeC/LQ0TIPCxfvtxPM6KLZSCCpt0xz+HNFtk+ro2C+Q6iGVf5XWibKIfRakQftOFwJGNe73Xlh8+RggiT+SPyW7NmjZ/mEgbWKxGs65xLIkLWY37O1KTdsl8w2pN2FN5Yd9asWX6a4xsRPvPESEZiV9oko+8YpUp7YX2zrnkN88065VjF9iRaZN8OY1fWJe9h3bBN2M/ZJlyewPxxOQOvp+3Q/mnPjEp0baxNfMt7uewk/A7aJyMwWd+0VWJeXsOycZxr1qxZ4B2nUllZWSpXrpx/RnR+dPjwYa1YsUJ79+49bfn8qck8YCaTyWQymQos84DFJpuAmUwmk8lkKrBsAhabCm0CRjctsQZdq0RWdFl36NDBT7vOHXNtbikFo4BckVmMArrgggv8NF3fxB18B/PNSCHXpqzc6I9IlNiNbnPiBOaN6DO8EStRCF3ZjBqiu5tuZFe0D9EhIwIZHcZ2YJszKot4jWiJaWJN4h6iUilYB6wbYheWmXllmxBhE/e4NknkNUQTxDHcGJN5IAYmoiASpm3zXVKwnlxRunwuMYXr/ENG9TFKlcsF1q5d66cZTeyKviOmcp3Z6ToXUgqiYJaTtsdraMPc+JQIn9ezfxKvMlKObcLPacMcC3gNlyzQhpkHSWrfvn2e17Vu3dpPsx1YNr6DeaU9s16YJgZi+3DJB22beJ0bmhKJsy6WLVvmp9kfpWC/5RIR2gxRG/PB7wCOe7zXtREzxye2Icdbjp3sR9zcln2Q14c3HGe52T4c04lR2X/4XcI+w2UurMfCkE3AYpN5wEwmk8lkMp0U2cQq/7IJmMlkMplMpgLLPGCxqdAmYER5xCt0udN979owj+57uqiJFulmloIuYmIk4ihiHrr46coOo4OoGLHYpEkTP01UQgxKtzbRCvPGzVqZZpmJDcIb8hEjMhrJdS4gI4h4XiJd30QNrDuiU7r7iQfY/kQ/zCdRBN/LeqGLXgpiFKIwbgjJswOJ44i/iAsZicV88FxAtifrhZiCqISIi1GTtG3X+XVsGymIdoizWcd8HzeDZPQWbZvtQGTNNPsV+xvtiPVCmyTu4XtZX2HU2q5dOz9Nm2H0Iu8h7qEtcIxhntj+xJRsN9oeETfLyT7Jz3kv8xBGrcwHERZtlTZDvEj7pA2z/LQFojN+ITLNiF0uEWFUJ5/J/rJ69Wo/zTFiwYIFohiN6IoWZ98msuN45oqiZZ/k+MSxnc9nm7MNGYnJcZ7X87sq3La0N9fZk7zGtVyCdcRxlfZSGBOcUzkB69ChgxYtWqT9+/crEomoUqVKeu655/zNnvfv36/WrVvro48+0oEDBxQXF6eaNWtq2rRpatSokf+crKwstWjRQuvWrZPneapUqZLeeuutwHf1pk2b1LZtWx8T16pVS/PmzQu0/9KlS9WtWzft3LlTkUhESUlJWrx4ca7vpGMp7viXmEwmk8lkMh1b0QlYfv/FotWrV6tHjx6aMWOGXnnlFeXk5KhLly7+D5Pdu3fr888/1x133KF33nlHEyZM0DfffKPLLrss8JyUlBStX79eo0eP1uTJk3XgwAGlpqYGJs5NmzbVtm3bNGHCBE2YMEHbtm0LHD5/8OBBtW7dWgcPHtTkyZM1evRorVu3Ts2bN4+pTIYgTSaTyWQyFVin0gPG/Qilo8FLiYmJmjJligYMGKBzzz031/5yxYoVU+/evbV06VKlpKRo8+bN2rBhgwYOHKghQ4ZIOurJbty4scaMGaPhw4dr5syZ2r17tyZOnKg+ffpIOuoF7du3rzIyMpSenq7Ro0frwIEDWrJkie9dy8zM1Lhx45SZmRkgP8dSoU3AiO9crvn169f7aWITogW63IlBiOPoopaCLmi6nYkdiIJoKMwTXfOM0iP6IbLhM+kep9ucrnKWk25m5pMRl8RPjFCU3JF8xJn8BcD39ejRw0+zvpk/3ksXOtuEbUiXOzsWUQTRGjGLCz9Iwagu1wa3bENGctFmiE6IINiejDhiBCGxAV3WxG5EH6xT5p/3EhWGI8iIJlwRgcSW3IiXdcTnMrKKtsBrGInGKDjWKfEgcQwHSqJcuu/DEWS0GUYB8nNiIdok65j9mZFyrAvaMPPH8zmJ3YhOiSZZHmI3ntPJPhIuA8cV2gb7EscDYhRiSn4hsC7C521G5eqftGE+h/2LzyQG5Th3xRVXBN7H+9k3aGMcV9lXKeaJY7trbOO4wu8e1jWR6qJFi/w0x1RGe9K+iKOlYDnZp13jBMcb5sO1gTK/P/h9c7p0IhOwrVu3BtqzbNmy+dqYNdo3jjXZidZxtK9OmzZNknT33Xf71zRq1Ejx8fGaPXu2hg8frunTp0uSP/mSpNtuu019+/bVtGnTlJ6erjlz5ig+Pj6ANgcNGqRx48Zp6tSpuueee46bf8k8YCaTyWQymU6CTmQCxh8jktSyZcvAuuO8lJOToxtuuEFly5bVlVdemec1e/bs0ciRI1WzZk1/khb98c4fidLRyXQUZW7dujXPyWuxYsX8HzW7du3KtUY1+kxuL3I82QTMZDKZTCZTgXUiE7ANGzYECEJ+vF/169fX7t27tXTp0jz/vn//fl100UXyPE8LFy7MV37CR58d7xrX9fl5TlSFNgFj1AijezjzdJ0Lyc/pcqa72nV+lxScoRIjEE1ydkv3KDecJKbgva7NXVk2nh1J3ENkwUg0IrG0tDQ/Tbc8jTgcfcN6Ir7gOxh1Fz6fLiq67Bm9RuxArMO2cqEfuvW5ASgXNLLNXFGc4TyxPHTxEzUQkRE1cRBgmme78V3cJJMb2rLMRELspCwP80zMxmfyOWHRltjHaKtsQ+aPSIRYg6jVFY3JiFVuYtmgQQM/7Tpfk+1BJM78S8G+QbtnNB4jnIlF2f7MB9uWCJLvZjuw77k2ayY25PO5wSoxOssSLgNxFPsAlxswwpdjjwsXsn24me5NN93kp2kXtHMueSBeo32xzK6ov/CGwcSoRLDcfJSbQLP/uOqFz2SaYw+ROlG+y87ZD4n72W9pR+F1S9xklflwRTVy/KRXiP3KVa/8TjpdOpEJWNWqVWM6CzI5OVkbN27U3LlzA8g9qv379+u8887Tnj179PHHHwcQZXSs3bRpU8ALtn//fv87s2rVqrl2EZCO2nIUNVesWDEQWRx9phSchxxPFgVpMplMJpOpwDqVUZA5OTlKTk7W+vXrlZGRodTU1FzXRCdf3377rT788EP95je/Cfy9e/fukqQnn3zS/2zt2rXKzs72fyBdffXVkqRJkyb51zz77LOB+9PS0pSdnR34ATN27FhJ0rXXXpvvMhmCNJlMJpPJVGCdyijI6ORr7NixqlSpkh9MVK1aNZ111lnKzs5WnTp1tGvXLk2ePFmHDh3yr6ldu7bKlCmjc889V4mJiRo3bpyqVKmiatWqqX///oqPj9fgwYMlSZ07d1aFChXUr18/f9+7AQMGKCEhwd9zbOjQoRo1apTatGmj8ePHKzMzU+PHj1dSUlK+IyAlKeIVwm5tWVlZgSgBuh/p7mbkCqNBiCwZoUYXMt3sYZxGF7cLwdAFyYggoja6nV0b6RFfEP1xQ0O6jYkR6QZnXdBd7Tp3Mez6ZjQSXeq8jvnjuxm9RSzIaD+iXLr16fp3Rf0QZdClTJTDumb5w4spXZiPUUpEyryG7eaKOOO9tAXXeYa8lziBbcB64fW0Tdosyy8FzyTNz0aRrFdiPSIL2ievoa2yPOxvbCvXUgOWnzbPe4+FUIjwiaaYJ7Yn14EQ2fAdxF1EPOwLrDvWNcctYnQuMOZzaCPhNSNcPsBxhciL/Y3vY+Qo38G6J+LkEgSWmb/s6UXYuHGjn+YXjQtrs76IZsJjMq9jG7JN2IeJ8riMwLWBKstM2+ZSFT5z1apVfpq4nGUmEuzSpYufpm2zX4SfxbGE4zvvpy0QtbO+OQ7x+6Zx48Yxob2CKCsrS+XKldOFF17ojKwN68iRI/r000+1d+/efOXTtbaqT58+mjhxohYtWpRrz6+oHn/8cT/ycc+ePUpNTfU3Yk1ISNCbb74ZWF70xRdfKC0tzceMNWvW1Pz584+5EWu9evW0aNGimOrcPGAmk8lkMpkKrFPpATve9S1atMjXM8uXLx/Yiicv1alT57jRjCkpKYEfzycim4CZTCaTyWQqsOwsyNhUaBMw1zlldL8SITBihG5cIhu63InW6DaUgq5cvs8VyULXOREMMRXxAqNYiIEYBcl7iS8YuUS5XNScgRNNhc8LpMvftVkpUZMLC/Je1gvxADEF3dGMlKM7mW52V4QW3cNU2N3NchJBzJ07N89nEfFwQGDkH5EqP2e7EXHweka4sU14De2CNsw6pd1xI1kpGIFHOyGOZduyvom1WB5Ge1FENnwXo+OIwumOZ7Qn25l9hzgtHMlLNEWMSFti3yMWZjuzLmg/xFfEVGxDV/Qm64I4jfXCtiX6DKNWjnWu/k1sS9ujLXHscZWBdccxk6iNtpeUlOSnXfbsikxnVGp4x3KO48wfo05pG/ROcBkGsR5tgXZI+2S+GUHKZ9LWaP9du3b107Rn1ld402SOq7QNV9QxxySOw64lDxzPC0M2AYtN5gEzmUwmk8lUYNkELDbZBMxkMplMJlOBZROw2FRoEzC604kW6H4lgiROYsPR/cqIO6I8uo3D7+ZZTkuWLPHTxD9007s26HOdf8jnh88Fi4pueuaNZeZmiy1atPDTjG6iiDHCImoipmBEFLEwMQ3PaqR7nciGn3OjVOaJeMlVp507d/bTxG5ExUQ/UtCWmCZSI44hsmS+XTiXCJYoi9fwc9ohy0kxD4zW69atW57PD+PY9957z0+7zh5lJBvPCWX9sU2YJ9o/N3olyudzaFNEQrRVIjTiG6Kv8GaIRKpEVkTVxLFsQ5aNaZ47yKUKrG+WjdFnFMeh6F5BUnDDVfYjtk04aopIkjZMBEexj7mWMBDruSKzWd/EaExzLG3ZsqWf5tjG8YX1SKzH8SJ8D8vPvkQUSIzI/BHZus5z5L20VdY124rfSexfHC+JE9kGb731lijaBvsP+xjLT/shdiTOJ4Lmd0Z4s9vTIZuAxSbzgJlMJpPJZDopsolV/mUTMJPJZDKZTAWWecBik03ATCaTyWQyFVg2AYtNhTYB49oL13orcm6GHXM9A9dScI0B1xSE1xtwDQi3TOD95O3Lly/309x1m+tbuFaBTN51ADHXc3CNAdehcM0U117xmVxvwLrgOikpuKaBdc/1EFzHwnVGDM/nvexADGFn/XLdD9fGcb2Va0d9tnnTpk39NNc2hDsx10+wDbk2gqHarhMWaDNcD+c68YDtwPB3vmvDhg1+mnVKe+nQoYOfZp1yDRufLwXrm/lg2bgehmXj9bQFrg364IMP8swHr+caGK6NYd/mWirmgX2ea4bCbcvn0n5c44Fr6wHaD/sb1zfxXubJddg7bYd5oN1x/RivD59s4OontCXu/s61Sy+99JKf5njGZ/J9bDfmlfbCfL/zzjt+muu+OHZwrRY/p92GDyxm2bjuifXN9YG0K46lHIcrVarkp9n+/F7hWMrxgu9lX+CYxDri1iPsj9Gja/LKB9fusU1ozxxv2VfZ/vz+4LjC76rTJZuAxSbzgJlMJpPJZCqwbAIWm2wCZjKZTCaTqcCyCVhsKrQJGFEO3a90LdPFzZ3zeY4TMQC3FyDuIOKRgm5xhufzHtchtXQh033NsHoiAbrW6eKnm5rvpRucaIZufaIvV8h3eKdp1jEPCCb+Y0g2kQW3T2C+iUiJu/hMus15PeuRWIvudKIPogWiDOIeyb3FBK9z2QZxdKtWrfw0kRXLwHB+4g7mlciCOMm19QLzybqmPYa3HuGB5K4DfrlVA22B7UYbIyKsX7++nybuYZmJlFw7ytM+WS9EQsRP4d34eVgy7Z4oh3brOuSeqJHlZ5rtTATF8jDNNnQd0u5Cs3yvFLRvbqvAcnI85DtoP8wTbZV1xHGCfYFjDO3l0ksv9dOuEx/4TNeO9dxuRQouMWDd8DBuojmOSXwuryci5NIEtgNtj21O+2I/Yh/hgd3c/oRjWHhnetoM+w/fwRMDeP8bb7zhp6+66io/zfGWJwcUhmwCFpvMA3aalZycrKSkJP8LYefOnZozZ06gE5lMJpPJ9HOTTcBik03ATrP27dunxYsX+wu7GzZsqF69eunJJ58s8MnqJpPJZDIVlmwCFpsKbQJG9zXdyURTK1eu9NNECHQbU8RdRJPEnVIQtTGahPmg+94VyUikSJc9EQfRzJdffum7l6N4Zf78+WratKkuuugiHTp0KLCb/4gRIzR37ly9//77/ucPPPCAtm/fruXLl+uqq67S1q1blZOTowYNGujIkSOaP3++PvnkEw0dOlTnnnuusrOztXLlykAkH/HXxRdf7KcZcUPswMhEdhoXgrjsssv8NHewT0lJ8dOcbLI9icrOO+88P83d2/kuYikpiGmIgthWRLtsNyIYlpMolGiCqIA2xmjHdu3a5Zkf4hEiJ9o588l+wTaTpMWLF/tptglxDE9PYN2z/Kw7lo34ijieiI9l4AHfjDJkZOGyZcv8NJEl2yl8oDxtifkggnPhIqJT5sMVccc8sf1ZTtoI7yWCZiQa65rtyXT43ex7bB/e48oT64tR1BTrm+3MMYJ4jUjRhcspIjSWi4d6S+6DzWk/pATsbyy/a7kIx3m2D3Ep+yT7HsvJaEcu5eCyGPZBRplKwXLSJllOiktkuBSA31Wpqal+mpHTYbR9OmQTsNgUd/xLTKdKkUhEdevWVbFixQLHrMSi+vXra//+/frnP/+plStXqmPHjrrmmmu0a9cuvfPOO9q2bZuaN28e+PI3mUwmk+lkKzoBy++/X7sMQRaCqlWrpmHDhqlo0aI6ePCgXn/99VyL5vOrb775RgsWLJAkLVq0SJdeeqn279/v/7r65JNPdMEFF+iss84K/Ko1mUwmk+lkyjxgsanQJmA8iJTRIMR9jDLp2rWrn6Y7mciGIn4gspKCLmW6sl0RROGNL6Oiq5l5YoQSI9airu99+/ZpwoQJio+P10UXXaT09HT985//1M6dOwOu6CJFiqhMmTJKSEjwXddFihTRkSNHdPDgQXmep61btwaid3744QdlZmbm8qhFIhEfk9DF7zrAnLiDUT0UkQLLSdc6sR6RgCuajNFQLsRLhBbexJJRgBTfzTp2bSbq2kCWzycipS0QzRFlEHGw7oivKNYLUQ5xcvg6thvzxHaYNm2an+aGu6xjojPWNz2p7BfEMcSdtC/2Z/YRLglgmmhRCqIWvpv2zH47Z84cP81IOSJSvo+4h5FyLDPTHDtY72yP+fPn++kmTZr4adfGm1LQxvglRVtin2cZ3n33XT/dqVMnP02bIVIl2mfdcUwmdmPErQv9ckwmBmNZwl++HK+I2ojUWGb2JV5Pe6NNupY2sK1cUZCujZVZBi6FYNuGI/D5DtYl+x4x6owZM/w0+9VHH33kpxs1auSnGUFaGLIJWGwyBFkIOnLkiL777jtt375dc+fO1fbt2wPh3VHlZaBhlMi1ANF7wp9JwcHbZDKZTKaTLUOQsckmYD8BRSKRwC+6qH744YfAr8kSJUrk+rVsMplMJtNPQTYBi02FhiC5uSFxDKNpHnroIT/NyDJOQogXXZt+0o0tBbETo3HoJSJG4/W8hm53uo0ZTUSU0bJlSzVv3lxfffWVtmzZohIlSigpKUm1a9fWa6+9pooVKwau3759uxo1aqTt27dr+/btSktLy2W0pUqV8t38u3btUiQSUSQSyXXdvn37/HVmrCfWvessQNYxr2eakWWMMqLHjpGpxCxEGbyGbnmiaWLKML7j/4k/iF2INokLaCeMPmM0HuuF99IuiIRoC6xf1h2RCHEHMRDXCDJvUrDPMH/EqIyIpG1wg0qK9UjvLLEbn0OE5Dprk/3WhRp5L/ugFMQrzAfrmPiXG7kSxxKpMwKX7c/ys765yfK8efP8NHEXy0AEtWTJEj9NrHfdddeJYv/h0gZGILKd2YY8S5TtT4zMPLmwOPPA53OzYtYd+y3rkZ+zncN258Kis2fP9tOMoiby4zvYJ99++20/fdFFF/lp1gUxIO3CdbYj+zkj3Pl9s3r1aj/N5QtSMLqUfZr4l23Spk0bP81xiO/m0hnaLW31dMkQZGyyRfinWaVKldLll1+uUqVKKTs7W998841ee+21wNYVUa1cuVLlypVT165d9eOPP+q9994LfHGZTCaTyfRTkU3AYtMvbgI2bNgwlS1bNuDlCK+J4v/DR9nkdU1ea6qkoAHxObyev1r4yzj6S71ChQqBX61cFBr1Hh08eFCRSETt27eXdNRrF/XclS9f3l88HH3vZZddFliwnJWVpY4dO6pjx46S3OvBmG/+CmOeKHq3XHVE8b28vkiRIsrOzlZGRsZxn2EymUymn6ZsAhabCm0CRjc4XcJEWTwLkhFqdJUzuqdKlSoqX758obheTQVTJBJRsWLFAi562gUnr8QD3CRScp/nx6hYThzpsifWIP7kZJGDBpEKr2/YsKGfJkIiZiGOJEIjKuPnxGnhyE8iElfUHFEIkSKxFuuO72B/cm3E63qvK4KYiIvixqjhzTq5OSzfzehFYjdXvulFdp0fy3GIz+T1rC/XmaJE7USZxHe0HSmIV2mrxFSMIucmq8wfn8PIX9ozbZ51xL7DH2DEfa4zOGnn7MNc+hCOcOUSA77v1ltv9dOu8ybZh1k21jfthd8fLDPL5lpqQEzJ9blsQ24Yy+hbKVhntDd+1xEvsjzEtuzz/PFPzM3zbE+nbGKVf/3iPGBh5p6XXN4aDnbsHPQGuXZUp6crP54h3svrOfjQkPle15cdPw8v6udzXZ4o1y7krufmZ3PXY4We8zkc8E0mk8n081Msk69YJ2odOnTQokWLtH//fkUiEVWqVEnPPfec0tPT/WtycnLUpk0bLVy4UDk5OSpXrpz+9a9/BbaxysrKUosWLbRu3Tp5nqdKlSrprbfeCmwTs2nTJrVt29b/gVqrVi3Nmzcv8ENm6dKl6tatm3bu3KlIJKKkpCQtXrzY+eMyL/3iJmDjxo2TFPw1w8mU5P5VTi/bwoUL/TR/xfDXM3/RccEwvS38ZcfJjuuoE/7a5oJi/uLhLz56hlhOLi6Vgouk+cuYC2ZZNnoWWQZ6G2iM7EycvPGXIb0BnASGj+swmUwm089Pp3ICtnr1avXo0UNdunTRgQMHNGDAAHXp0kXbtm3zv3M7deqkDz74QIMHD1ZKSoruuusuXXXVVdqyZYsfxJOSkqJPP/1Uo0ePVvXq1dWvXz+lpqZq7969/vdy06ZN/f06JWngwIFq2rSp79E9ePCgWrdurZIlS2ry5MnasmWLhg0bpubNmweOpTqeCm0Cxi91elXoCeGkg+ea0bXMWSsnNXRXhxuaLmVGmvEebhTp2oiUeImRbPycmIJYgx4pbh7IySE9TKwXTroY3Ua3efhgb7r8+Q7mm5MuToo4cWIdc/LGvLJ+6R6n+5146IMPPvDTnDi6NrRkZBDzI7nP56N3j4iI7e+KXiIu4mSZ7cnoVW44SjTFOuJkl/iB+efzmefwDwpOeNk3+EuM7UB0wjTrm5N0Pp+RiLQXvov5Yz932Y7L5tkvJDdqZNvyR5ErGpeYk2MPkSf7PNEPbYpRnSwPI6JZd6wLnnPLM1il4I8TIkK2Ifs388p2I6ZzRRqzHl3nFPJdjPZkH6HduX4gchwhEpSCbchy8suM/eryyy/3065obNY3x0+WmbiP7cA6Yn7Ynvyc2LFt27Z+mn07/G62LX+cs604HvB7hXZO22OkaGHoVE7AwrsZJCUlKTExUVOmTNGAAQOUk5Oj2bNn6/LLL9ejjz4q6WhblCtXToMHD9ZLL72kzZs3a8OGDRo4cKCGDBki6egylsaNG2vMmDEaPny4Zs6cqd27d2vixInq06ePpKP22bdvX2VkZCg9PV2jR4/WgQMHtGTJEn8j3MzMTI0bN06ZmZmB5QLHku0DZjKZTCaTqcA6kX3Atm7dqszMTP+f6zSTsKJrgaOTnQULFignJ0e9evXyrylbtqwqV66sZcuWSfrfKSB33323f02jRo0UHx/vb3kyffp0SfInX5J02223Be6fM2eO4uPjA6cQDBo0SJI0derUfOVf+gUiSJPJZDKZTKdfJ+IBo1dVOrpfJolHXsrJydENN9ygsmXL6sorr5T0Py9kODCrfPnyfnBX1PsdXqJTqlQp3zu5devWPHdHKFasmL+UZ9euXQGiw2cysOl4KrQJGNEZC0L0xfVDRCV0XxMz0L3LZxJfSkHUQBc5N/2jS51ufbqyiZfovufaLbrQW7Zs6afp4qZrnciSZSCW+OSTT/w064J1FO4IjC5kndGVzXxzHRvdqcw30QfRHF3ldOsT8fI5XEtGjEq3PNfhERuGxbIRbfK5xJ9ECowm43mBRE38nOXhRo/Lly/P812sayJL2qDrDDrXdilSsMxsd95PNMMITJafbU7sRhxFe2ZfJeIjQmHfoYgTiIF4Zh+XIEhBm2HfY7Qor+G6R7Y/B3yWmfbPX7ZEcMSrvJf1wjKzjxCzuSIFpeA5nOy3LAMxJ59L7Mb251INvo8IlvXN9zZr1sxPr1mzxk+z/K6NeKOeBymI3WmPUrDu2QfoDeF2Pa5zKFmv7J+0eaJs3ksEzz7FcZXnMbo2t2W9h89tJcLnmM6xwRUARnFc5bjFfsW6OF06kQnYhg0bAnUcto28VL9+fe3evVtLly7N9Tf2h1jylJ/j+niN6/pYjv0zBGkymUwmk6nAOhEEWbVqVVWrVs3/d7wJWHJysjZu3Ki5c+cGflhEPV9cLysdnYhHfwhH1/OGvVT79+/3f4BUrVo119Yw0lGHUHQCXbFixcCPBj6TPyiPJ5uAmUwmk8lkKrBO5VmQOTk5Sk5O1vr165WRkRHYbFySUlNTFRcXpxdffNH/7Pvvv9eOHTt8L2737t0lSU8++aR/zdq1a5Wdne1vdH711VdLkiZNmuRf8+yzzwbuT0tLU3Z2dsBjP3bsWEnStddem+8yRbxC2DUtKytLQ4cO9f9P1y/5LTEN3bKuqCS6d7lRIdGkFERYxGuc0bqiDomXunTp4qdde3YRjxAvsjw8hohRiYwCI7Mm4mNZwq5Xiq5p19mbdJ3zWa5tIlzbTRBf0DXvOoGA76Lrn+1PFz0RT/hXCNuT9cd38BpiXmJxlsd1ViHbk/VI3MHIys6dO/tpImvaFNuT+JL5DP9CZP/hJrWsJ/YTnjjAPXTYnswfz95ktBexI+uLfYH2T2xGsZys6/AJDEReRDPMq2uDTqIs/mp+//33/TSxI/s/URbrnn3YtYEusRtth+UMIwtugcPNNNk/+Subz3KdhUpkxXy4zmflsoAVK1b4aY69rs1quWkwn0kcSZuSgvXHLzUu2+CYzv7gOj+V/Z/loa1yXOG4xQ1NGVlIG2Q90lZ5b3gzYY6BrHviTNf5qcOHD/fT0XVPUrC+uTwlLS0tXzjvZCgrK0vlypVTfHx8vhGc53nKzs7W3r1785XPevXqaf369Ro7dqxat27tf16tWjW/ntLT0zVr1iwNGTJEzZo106BBg7Rly5bANhR169bVZ599pkceeUTVqlVT//799eOPPwa2oahYsaK+//57f1urAQMGqGzZsoFtKMqWLatSpUpp/PjxyszM1LBhw5SYmPjz2IbCZDKZTCbTL0enchuK6FpuRjBKR6MVJ06cKOnoAext2rTRX//6V38j1ldffTXgnFm8eLFSU1N13333yfM8JSQkKCMjI+CYWLZsmdLS0tS3b19JR3/wMDCgePHimjdvnrp166aePXsqEomoXr16WrRoUUxlKpQJmB1VYDKZTCbTqVNhfM+eyglYfq6Pi4s7bgRl+fLlj+ulqlOnznGjGVNSUnIF0MSqQkGQmZmZgShDk8lkMplMJ09btmzJ94agBVUUQRYrViwmBHno0KF8I8hfogrFA1alShVt2bJFZ5xxRkwhmyaTyWQymdzyPE/79u0LYLfT+e5Tce0vVYUyAYuLizttM3OTyWQymX5NYmDL6ZRNwGKTLcI3mUwmk8lUYNkELDbZBMxkMplMJlOBZROw2GQTMJPJZDKZTAWWTcBik03ATCaTyWQynRTZxCr/sqOITKafkEaMGOHcMf7npvnz5ysSiQR2Ko9Vn332mSpXrqx9+/advIzloZ07d6pixYqBQ6VNJlP+VLx48cAO/vlV5cqVAxug/tpkEzCT6QTUu3dvRSIRRSIRFStWTLVr19a9996b62ikX7OaN2+u7du3Fygia/jw4erfv7/OOOOMk5iz3EpISNBNN92kBx988JS+x2T6JSo+Pl6bNm3S3r17Y/q3adOmwJFMvzYZgjSZTlCXX365Jk2apEOHDmnhwoW67bbb9MMPP+jpp5/Ode2hQ4cC51/+GnSiv4qjyszM1Jtvvukfcnuqdcstt6hp06YaM2ZM4AxHk8l0fMXHx/+qJ1MnIvOAmUwnqBIlSqhy5cqqXr26evbsqRtuuEEzZsyQ9D+U+Nxzz6l27doqUaKEPM/T5s2b1bVrV5UpU0Zly5bVtddem+dxFhMmTFD16tVVqlQpde/ePRfGmzRpki666CLFx8frwgsv1FNPPeXM565du1S5cmWNGjXK/2z58uUqXry4Zs+e7bzvvvvu0/nnn69SpUqpdu3auv/++/2DjD3PU1pami6//HJ/zceePXt07rnn+ocGhxHk119/rS5duujMM89U6dKlVbduXb3zzjvO90+dOlX169cP7BmYF6IdO3Zs4HDq3r17q1u3bho1apQqVaqk8uXLa+TIkTp8+LAGDx6ss846S9WqVdNzzz0XeE5SUpIqV66s119/3Zknk8lkOlmyCZjJdJJUsmRJf4IiSZ9//rmmTp2q6dOna+3atZKkbt266dtvv9UHH3yg9957T1988YWuu+66wHOi97311luaNWuW1q5dq/79+/t/f+aZZzR8+HD9+c9/1saNGzVq1Cjdf//9+te//pVnvipWrKjnnntOI0aM0KpVq/T999/rxhtvVL9+/dS+fXtnec444ww9//zz2rBhg5544gk988wzevzxxyVJkUhE//rXv7RixQo9+eSTkqTf/e53qlSpkkaMGJHn8/r3768DBw5owYIF+uSTT/SXv/xFZcqUcb5/wYIFuvjii51/P5bmzp2rbdu2acGCBXrsscc0YsQIde7cWWeeeaaWL1+u3/3ud/rd736nLVu2BO5r2rSpFi5ceELvNJlMppjkmUymmHXzzTd7Xbt29f+/fPly7+yzz/auvfZaz/M878EHH/SKFSvm7dy5079m9uzZXpEiRbzNmzf7n61fv96T5K1YscK/r0iRIt6WLVv8azIyMry4uDhv+/btnud5XvXq1b3JkycH8vOnP/3JS0lJOWae+/Xr551//vneDTfc4NWrV8/78ccfYyrzo48+6jVu3Djw2dSpU70SJUp4w4YN80qVKuV99tln/t/mzZvnSfK+++47z/M8LykpyRsxYkS+31e/fn3voYceCnz24IMPevXr1w989vjjj3s1atTw/3/zzTd7NWrU8I4cOeJ/dsEFF3iXXXaZ///Dhw97pUuX9l5++eXAswYNGuS1atUq33k0mUymE5WtATOZTlAzZ85UmTJldPjwYR06dEhdu3bVuHHj/L/XqFFDFStW9P+/ceNGVa9ePXAQfWJiosqXL6+NGzeqSZMmkqRzzz03gN1SUlKUk5Ojzz77TEWKFNGWLVvUp08f9e3b17/m8OHDx13s/te//lX16tXT1KlTtWrVquOu13j11Vc1duxYff755/r+++91+PDhXIfmdu/eXa+//roeeeQRPf300zr//POdzxs4cKDuuOMOzZ49W2lpabr66quVnJzsvP7HH3884TUldevWVVzc/xz8lSpVUr169fz/FylSRGeffbZ27twZuK9kyZLav3//Cb3TZDKZYpEhSJPpBNW6dWutXbtWn332mbKzs/Xaa68pISHB/3vp0qUD13uel+fh867Po4r+LRKJKCcnR9JRDLl27Vr/37p167Rs2bJj5vfLL7/Utm3blJOTo6+//vqY1y5btkzXX3+90tPTNXPmTK1Zs0bDhw/XwYMHA9ft379fq1evVpEiRfSf//znmM+87bbb9OWXX+qmm27SJ598oosvvjgwYQ2rQoUK+u677wKfxcXF5dpniNg3qnDAQzRaNfxZtD6j+vbbbwOTZpPJZDpVMg+YyXSCKl26tM4777x8X5+YmKjNmzdry5Ytvhdsw4YN2rt3ry666CL/us2bN2vbtm2qUqWKJGnp0qWKi4vT+eefr0qVKqlq1ar68ssvdcMNN+T73QcPHtQNN9yg6667ThdeeKH69OmjTz75RJUqVcrz+sWLF6tGjRr+gnpJeU7afv/73ysuLk4ZGRnq2LGjOnXqpDZt2jjzUb16dX/91bBhw/TMM89owIABeV7bsGFDbdiwIfBZxYoVtWPHjsCkNbq+7mRo3bp1atWq1Ul7nslkMrlkEzCT6TQpLS1NycnJuuGGGzR27FgdPnxY/fr1U8uWLQOLzePj43XzzTfrr3/9q7KysjRw4EBde+21/pYOI0aM0MCBA1W2bFmlp6frwIEDWrVqlb777jvdc889eb57+PDh2rt3r5588kmVKVNGGRkZ6tOnj2bOnJnn9eedd542b96sV155RU2aNNHbb7+dKzrw7bff/n/t3bFr4mAYx/Gfla5CVwehRVoCFSWDm9ah1OoiSBZdHAwitEMKHVzEzp1czFQkkMmtTrZQikNpwdE/wwwOneVuutL2vMIdZ+jw/YzJy/usP97nzRMNh0O9vLzINE11Oh01Gg3N5/O1Yxwcx1GpVNL+/r6Wy6UeHx8/BM/PisWibNvWarVSNBqVJBUKBQVBoOvra1mWpbu7O00mk99ao//i12ne+69FAWBTaEECIYlEIrq9vdXOzo7y+byOj4+1t7en0Wj0YV0ymVS1WlW5XNbJyYkODw8/jJmwbVs3NzfyPE+pVEpHR0fyPE+7u7tr606nU/X7ffm+r1gspq2tLfm+r6enp7UzyySpUqno4uJC5+fnymQyen5+VrfbfXsfBIGazaaurq5kmqYkqdfrKR6Pq91ur91ztVrp7OxMhmHo9PRUBwcHX47PKJfL2t7e1sPDw9szwzDkuq4Gg4HS6bRms5kuLy//uMffGI/HSiQSyuVy/2U/APhK5MfnCxUA8E24rqvxeKz7+/uN18pms3IcR/V6feO1AIAWJIBvq9Vqablc6vX1daO/I1osFrIsS7VabWM1AOA9TsAAAABCxh0wAACAkBHAAAAAQkYAAwAACBkBDAAAIGQEMAAAgJARwAAAAEJGAAMAAAgZAQwAACBkBDAAAICQ/QSTgsIlCoWidwAAAABJRU5ErkJggg==", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "s.plot(navigator=s_nav)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "What we're interested in here is the movement of the centre beam. To make the plotting more responsive, we can grab just the centre of the diffraction patterns.\n", "\n", "Move the navigator up and down in the centre of the sample, and look for small changes in the beam position." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" } ], "source": [ "s" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "s.plot(navigator=s_nav)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It can be really tricky noticing any systematic beam shifts. A better way is transposing the navigation dimensions." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Navigation in the detector dimensions" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A powerful feature in pyXem, which is inherited from HyperSpy, is the ability to \"flip\" the navigation dimensions.\n", "So instead of navigating across the probe position, you can navigate over the detector positions.\n", "\n", "Firstly, lets make a navigation signal for that, by averaging several of the diffraction patterns.\n", "Here we use the `s_crop` signal from earlier." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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AIJKTk0VmZqasj+TkZAGg0Hu7qmCGjcz2zTff4PTp03qPgoupHz9+jOHDh+tl3+zt7dG5c2e9C8R1Oh3S09Px+eefY+LEiQgKCsKCBQswadIkbNq0CdevX9fb5rOnggwtLxhsMHr0aKl85MiRiIuLK3YEZ1xcHGbNmoUlS5bAw8Oj2ONgqE/FlTVs2BDVq1fH+++/jy+//FIv82iOQYMGmVzXycmpUMZw2LBh0Ol0OH78OABg3759cHFxwUsvvaT3/LVq1Qqenp4mX+D/2muvFdoOABw9elRa9ttvv6Fv376oWbMmrKysYGNjg+HDhyM/Px9//vmnyfv1rOzsbBw+fBgDBgyARqPR249evXohOzsbp06d0lvH0HFUqVR46aWX9Jb5+/ubdHq9V69euH37Nnbt2oX33nsPzZo1w+7du9G3b1+8/fbbBtd79OgRzpw5g/79+8PW1lZaXq1atUJ9KRAUFAQnJyfpfw8PD7i7u+v18/Hjx1i4cCH8/Pxga2sLa2tr2Nra4tq1a7hy5Uqx+0NE5Y8BG5mtadOmaNeund4DAO7cuQMAeP7552FjY6P32LJlC+7duye1UbNmTQBASEiIXtuhoaEAgHPnzunVK7gu6Gn3799HjRo1pP/T09Oxbds2BAQEwM3NDQ8fPsTDhw8xYMAAqFQqKZgzZOLEiWjevDkGDRokrVtw7VVGRgZSU1P1+m+oTwD0+vUsZ2dnHDt2DK1atcK//vUvNGvWDLVr18bcuXP1ruEqjjkjQYsKQD09PQH879jeuXMHDx8+hK2tbaHnLzk5We/5M8Ta2lp6zgxt5/bt2/jHP/6BxMRErFixAj/99BNOnz4tXWNmyqlXQ/7++288fvwY4eHhhfahV69eAFBoPwwdR41GA3t7e71ldnZ2yM7ONqkvDg4O6N+/P5YsWYJjx47h+vXr8PPzw6pVqwyeMn/w4AGEEEU+X4Z+RDx7vAv6+fRxfPfddzFnzhz0798f33//PX755RecPn0aLVu2tOh4ExUQnNZDdhwlSqWmYAqM7du3o169ekbr+vv7Izk5udDygjdkwYXZzZs3BwBcuHBB+sItcOHCBakcAL777jtkZmbi119/RfXq1Qu1vWvXLjx48KDIMuDJdWlxcXFFlgcFBcHZ2RkPHz4EALRo0aLIC7YLlj3dr6K0aNECmzdvhhAC58+fx/r16zF//nw4ODhg5syZRtctYCyL96yCYPppBce/4Avf1dUVNWvWlK4Pe9bTWRxDHj9+jL///lsviHh2O7t378ajR4+wc+dOvddJTEyMaTtjRPXq1WFlZYXXX38dEydOLLJO/fr19f435zhaom7duhg/fjzeeecdXLp0Cc2aNStUp3r16lCpVEafr5L49ttvMXz4cCxcuFBv+b179+Di4lLidomo7DBgo1ITEhICa2tr3Lhxo9jTdYMGDUJkZCQOHDggnTIDgB9++AFqtRrPP/88AMDLywsBAQH49ttv8d5778HKygoAcOrUKVy9ehXvvPOOtO7atWvh5OSE3bt3643EA4AzZ85g+vTp2Lhxo8FTUps3by6UPTl48CA++eQTfPnll3pfsAMGDMCECRPwyy+/oH379gCeBCvffvst2rdvj9q1axdztJ5QqVRo2bIlli1bhvXr10uZRaBwlsQS6enp2Lt3r95p0U2bNkGtViMwMBAA0KdPH2zevBn5+fnSPpXExo0b9ebl27RpEwBIo1wLAiQ7OzupjhACX331VaG2DB2DgnWfLdNoNAgKCsJvv/0Gf39/vdOKZSU9PR0qlQrVqlUrVFZw+tHQ68PR0RHt2rXD7t278emnn0r9z8jIKDTy0xwqlUrveANPBiskJiaiYcOGJW6XqEBZZMCYYSMqJT4+Ppg/fz5mz56NmzdvomfPnqhevTru3LmDX3/9FY6OjtIovVGjRmH16tWYMGEC7t27Bz8/Pxw6dAirVq3ChAkT9DIvn3zyCbp3747BgwdjwoQJSElJwcyZM9G8eXOMGjUKwJPs2K+//oq33noLXbt2LdS3F154AUuXLsXatWsNBmxFzYdVMMKvbdu2enPPjR49GqtWrcLgwYMRFhYGd3d3fP7557h69SoOHTpk9Djt27cPn3/+Ofr37w9fX18IIbBz5048fPgQ3bt3l+q1aNECUVFR+P7771GrVi04OTmhcePGRts2pGbNmnjrrbdw+/ZtNGrUCD/88AO++uorvPXWW6hbty4A4NVXX8XGjRvRq1cvTJkyBQEBAbCxsUFCQgKOHj2Kfv36YcCAAUa3Y2tri6VLlyIjIwPPP/88Tp48iQULFiA0NBQvvvgiAKB79+6wtbXF0KFDMWPGDGRnZ+OLL77AgwcPCrXXokUL7Ny5E1988QXatm0LtVqNdu3awcnJCfXq1cOePXvQrVs31KhRA66urvDx8cGKFSvw4osv4h//+Afeeust+Pj4ID09HdevX8f333+PI0eOlOgYmurq1asICQnBq6++is6dO6NWrVp48OAB9u/fj//85z/o0qULOnXqZHD9+fPno3fv3ggJCcGUKVOQn5+PJUuWoFq1atIpd3P16dMH69evR5MmTeDv74+zZ89iyZIl8Pb2LuluElFZk3tUA1UehkZMPmv37t0iKChIaLVaYWdnJ+rVqydefvllcejQIb16f//9t3jjjTeEh4eHsLGxEY0aNRJLliwR+fn5hdqMjIwUHTp0EPb29qJGjRpi+PDh4s6dO1L5O++8IwCImJgYg/2aOXOmACDOnj0rhCh6lKg5+5ycnCyGDx8uatSoIezt7UWHDh3Ef//7X6PtCSHEH3/8IYYOHSoaNGggHBwchLOzswgICBDr16/XqxcTEyNeeOEFodFoBADRuXPnYvtkaJRos2bNRFRUlGjXrp2ws7MTtWrVEv/6179EXl6e3vp5eXni008/FS1bthT29vaiWrVqokmTJuKNN94Q165dM7pfI0aMEI6OjuL8+fOiS5cuwsHBQdSoUUO89dZbIiMjQ6/u999/L23Dy8tLTJ8+XRw4cEAAEEePHpXq3b9/X7z88svCxcVFqFQqvVGShw4dEq1btxZ2dnYCgN5zGRsbK0aPHi28vLyEjY2NcHNzE506dRILFiyQ6hSMEt22bZvBfXnW3LlzC43UfNaDBw/EggULRNeuXYWXl5ewtbUVjo6OolWrVmLBggUiMzNTr58oYlTmrl27RIsWLYStra2oW7euCAsLE5MnTxbVq1fXqwdATJw4sVAfnn1tP3jwQIwZM0a4u7sLjUYjXnzxRfHTTz+Jzp07S68rY/0hMqRglGhiYqJIT0+X9ZGYmFilR4mqhKjiOUaiSq5Lly64d+9ekXPWlaaRI0di+/btyMjIkHU7VVFeXh5atWoFLy8vREZGlnd3iCRpaWlwdnZGYmKiwYnGS3NbXl5eSE1NlX1bSsRTokRECjNmzBh0794dtWrVQnJyMr788ktcuXIFK1asKO+uERVJ8Bo22TFgIyJSmPT0dLz33nu4e/cubGxs0KZNG/zwww8IDg4u764RUTnhKVEiIiIqkYJTovHx8WVySrROnTpV9pQoJ84lIiIiUjieEiUiIiKL8Bo2+THDRkRERKRw5ZJh0+l0SEpKgpOTU5ndFoaIiKiyEkIgPT0dtWvXLnSnl7LaPjNs8iqXgC0pKQl16tQpj02TQhUXuBt7ozLor3qK++BW2muiqn/RUNmJj4/nHSwqqXIJ2Ey5iTQRERGZp7y+X5lhk1+5XMOmtF+/RERElQG/XysvDjogIiIiUjhO60FEREQW4SlR+THDRkRERKRwzLARERGRxap6BkxuDNioVMl1wSsvpKWnVbTXgyXT1hARAQzYiIiIyEK8hk1+vIaNiIiISOGYYSMiIiKLMMMmP2bYiIiIiBSOGTYiIiKyCDNs8mOGjYiIiEjhmGEjIiIiizDDJj8GbFWUsXmhjL0pKtr8V0QVgVzvq6r+BUdUmTBgIyIiIoswwyY/XsNGREREpHDMsBEREZFFmGGTHzNsRERERArHDBsRERFZhBk2+THDRkRERKRwzLBVUZy6g6jyK+n0PUSkPAzYiIiIyCI8JSo/nhIlIiIiUjhm2IiIiMgizLDJjxk2IiIiIoVjho2IiIgswgyb/JhhIyIiIlI4ZtgqKU7NQUTGWPIZUdUzHVQYM2zyY4aNiIiISOEYsBEREZFFCjJscj9MNXToUDg4OEClUkGlUsHJyQnz58+Xyhs2bCiVFTyqVaum10ZaWhr8/f2hVquhUqng6emJ06dP69WJjY2Fr6+v1Iavry/i4uL06kRHR8PDwwMqlQpqtRotW7ZERkaG2ceYARsRERFVKg0bNsTMmTNx8OBBHDx4EP7+/pg7dy727Nkj1XF1dcXvv/+u93hax44dcenSJYSFhWHTpk3IyclBYGAgcnNzpToBAQFISkrC6tWrsXr1aiQlJSEgIEAqz83NRVBQEHJzc7Fp0yaEhYXh4sWL6NSpk9n7xGvYiIiIyCJKu4bto48+0vs/JCQEarUau3btQr9+/QAA1tbW8Pf3L3L927dv4/Lly5g8eTJmzJgBAGjcuDHatm2LJUuWYPbs2di3bx/u3buHNWvWYMyYMQAAtVqNcePG4cCBAwgNDUVYWBhycnJw8uRJtGnTBgCQkJCA8PBwJCQkwNvb2+R9YoaNiIiIKozExEQkJCRIj7S0NKP1c3NzMXnyZAghMHDgQGl5cnIy1Go1bG1t0aRJE1y6dEkq27ZtGwDgnXfekZa1adMG9vb2iIyMBADs2LEDAKRgDQDGjh2rt/6hQ4dgb28vBWsAMHXqVADA1q1bzdpvZtiIiIjIImWZYfPz89Nb3rlzZ0RFRRWqv2PHDrz88svS/x9++CH69u0LAOjduzeqV6+Oli1b4ty5c/j000/Rtm1bpKSkQKvV4ubNmwCA+vXr67Wp0WiQkpIC4EngaGNjU2i7NjY2SExMBADcvXsXGo1Gr7ygzdjYWJP3HWDARkRERBXI5cuX4eTkJP2v1WqLrBcSEoJDhw4hMTERX3zxBebNm4fWrVujb9++WLFihVRvwIABGDRoEFq3bo0FCxZg8eLFRrdvypQ4T9cxVN/cqXUYsCkc51MjIiKlK8sMm5eXl8Eg7WnVqlVDt27dAADDhw9HjRo18P7770tZtqe1atUKNjY2uHDhAgDA19cXwJMs2NNZtszMTLi5uUn9yMvLK9RWXl4eateuDQBwc3PDrVu39MoLMms+Pj7F7sPTeA0bERERVQlFBVgAcO3aNeTl5aFOnToAgMGDBwMAVq5cKdWJiYlBdnY2evToAQAYNGgQACAiIkKqs3btWr31g4ODkZ2djZiYGKnO8uXLAQBDhgwxq+8qUQ5TB6elpcHZ2bmsN1shMcNGREpT1WecV7LU1FSTsk+lpeD7/LffftM7TSmH9PR0tG7d2qR97NSpE4YNG4ZWrVrhzp07+Pe//42TJ09i0aJFGDlyJPr06YPx48fDz88PZ86cwZw5c5CZmYn4+HgpO9asWTNcvXoVixYtgre3NyZOnIisrCykpqbC1tYWwJMMWkZGBsLDwwEAkyZNglarxZ07dwA8GfCg1Wqh0WiwatUqJCQkYNasWfDz88P58+fN2n8GbArHgI2IlIYBm3IxYHuiUaNGuHnzJvLz86FSqeDi4oIZM2Zg5syZuH//Pho1aoT79+9DCAErKyv4+Phg48aNaN++vdTGw4cPERgYiIsXL0IIAXd3d+zdu1evzo0bNxAcHCyd9vTx8UFUVBTq1asn1YmOjkb//v2RkpIClUqF5s2b48SJE2Y/TwzYFI4BGxEpDQM25WLAVnlx0AERERFZRGkT51ZGHHRAREREpHDMsJUBY6c1q/ovBiKqeOS6VIOfhxUbnz95McNGREREpHDMsBEREZFFeA2b/JhhIyIiIlI4ZtiIiIjIIsywyY8ZNiIiIiKFY4aNiIiILMIMm/yYYSMiIiJSOGbYyoCxXwW89RQREVV0zLDJjxk2IiIiIoVjho2IiIgswgyb/JhhIyIiIlI4ZtiIiIjIIsywyY8ZNiIiIiKFY4aNiIiILMIMm/wYsD3F2BQbxb1QOD0HEZFlLPkcrepf5lT5MWAjIiIiizDDJj9ew0ZERESkcAzYiIiIiBSOp0SJiIjIIjwlKj9m2IiIiIgUjhk2IiIisggzbPJjwGYiTttBRERE5YUBGxEREVmEGTb58Ro2IiIiIoVjho2IiIgswgyb/JhhIyIiIlI4ZtiIiIjIIsywyY8ZNiIiIiKFY4aNiIiILMIMm/yqVMDGudRICYp7HRr7UDK2bnEfZiV9/cvVriltE5nKkvcGUUVQpQI2IiIiKn3MsMmP17ARERERKRwzbERERGQRZtjkxwwbERERkcIxw0ZEREQWYYZNfsywERERESlcpcuwlce0B1Q1yfV6KWm7SutPebZd1X+Jkz5O+UGVQaUL2IiIiKjsMfiVF0+JEhERESkcM2xERERkEQ46kB8zbEREREQKxwwbERERWYQZNvkxw0ZERESkcBUyw1bSIdqctqNy4vNKz+J0IWSq4l4rfM5Nwwyb/JhhIyIiIlK4CplhIyIiIuVghk1+zLARERERKRwzbERERGQRZtjkxwwbERERkcIxw0ZEREQWYYZNfsywERERESlchcywca61qofPKylBSeeApIqLz7lpmGGTHzNsRERERArHgI2IiIgsUpBhk/thqqFDh8LBwQEqlQoqlQpOTk6YP3++VK7T6dClSxdYWVlBpVLBxcUFe/bs0WsjLS0N/v7+UKvVUKlU8PT0xOnTp/XqxMbGwtfXV9qOr68v4uLi9OpER0fDw8MDKpUKarUaLVu2REZGhtnHmAEbERERVSoNGzbEzJkzcfDgQRw8eBD+/v6YO3euFJT17t0bx44dw7Rp07Bz505otVoMHDgQSUlJUhsdO3bEpUuXEBYWhk2bNiEnJweBgYHIzc2V6gQEBCApKQmrV6/G6tWrkZSUhICAAKk8NzcXQUFByM3NxaZNmxAWFoaLFy+iU6dOZu9ThbyGjYiIiMiQjz76SO//kJAQqNVq7Nq1Cy+99BIiIyPRs2dPLF68GADQrVs3ODs7Y/r06di4cSNu376Ny5cvY/LkyZgxYwYAoHHjxmjbti2WLFmC2bNnY9++fbh37x7WrFmDMWPGAADUajXGjRuHAwcOIDQ0FGFhYcjJycHJkyfRpk0bAEBCQgLCw8ORkJAAb29vk/eJGTYiIiKySFmeEk1MTERCQoL0SEtLM9q33NxcTJ48GUIIDBw4EMePH4dOp8Pw4cOlOlqtFp6enjh16hQAYNu2bQCAd955R6rTpk0b2NvbIzIyEgCwY8cOAJCCNQAYO3as3vqHDh2Cvb29FKwBwNSpUwEAW7duNesYM8NGREREFYafn5/e/507d0ZUVFShejt27MDLL78s/f/hhx+ib9++WL16NYAnGbOnubi44O7duwCAmzdvAgDq16+vV0ej0SAlJQXAk8DRxsam0HZtbGyQmJgIALh79y40Go1eeUGbsbGxxnf0GRUyYOMUDxUTnzeqzDj9A1VlZTmtx+XLl+Hk5CQt12q1RdYPCQnBoUOHkJiYiC+++ALz5s1D69atpXK1Wv8ko6n9N+W77Ok6huqb+53IU6JERERUYXh5ecHb21t6GArYqlWrhm7dumH48OGIjo6Gi4sL3n//fSmzduXKFb36qampcHZ2BgD4+voCKJwFy8zMhJubm9SPvLy8QtvNy8tD7dq1AQBubm549OiRXnlBmz4+PubsNgM2IiIisozSpvUwJC8vD4GBgVCr1diwYYO0PCMjA8nJyejQoQMAYPDgwQCAlStXSnViYmKQnZ2NHj16AAAGDRoEAIiIiJDqrF27Vm/94OBgZGdnIyYmRqqzfPlyAMCQIUPM6rtKlEOuPi0tTYpiS4Kn1iomPm9UVfGUaOWkxOc1NTXVYMZJDgXf53v37oWjo6Os23r06BH69u1r0j526tQJw4YNQ6tWrXDnzh38+9//xsmTJ7Fo0SLMnDkToaGhOHjwIGbMmIEOHTpg6tSpiI+PR3x8vJQda9asGa5evYpFixbB29sbEydORFZWFlJTU2FrawvgSQYtIyMD4eHhAIBJkyZBq9Xizp07AJ4MeNBqtdBoNFi1ahUSEhIwa9Ys+Pn54fz582btPwM2KjN83qiqUuIXO1lOic9reQVse/bsKZOArV+/fibtY6NGjXDz5k3k5+dLE+POmDEDM2fOBPBk4tyuXbvip59+gk6ng7OzMyIiIjBgwACpjYcPHyIwMBAXL16EEALu7u7Yu3cv2rdvL9W5ceMGgoODcevWLQBPTnNGRUWhXr16Up3o6Gj0798fKSkpUKlUaN68OU6cOGH288SAjcoMnzeqqpT4xU6WU+LzyoCt8qqQo0SJiIhIOXjzd/mVW8DGIfCVE7NoT/A4yKuifUYU93qoaPtDT/B5pbLEDBsRERFZhBk2+XFaDyIiIiKFY4aNiIiILMIMm/yYYSMiIiJSOGbYiIiIyCLMsMmPGTYiIiIihWOGjYiIiCzCDJv8yi1gM3bgOYcVKQFfh8pV2ea/kuu1VtGOAxEZxlOiRERERArHU6JERERkMWZ05cUMGxEREZHCMcNGREREFuGgA/kxw0ZERESkcMywERERkUWYYZNfuQVsnDJBuSrbc1OZ9qc89qUifkhymgxSAmOvQ76WyFzMsBEREZFFmGGTH69hIyIiIlI4ZtiIiIjIIsywyY8ZNiIiIiKFY4aNiIiILMIMm/yYYSMiIiJSOGbYqihOdSEvJfappJS4L1X9l7apOK2EclW254YZNvkxw0ZERESkcMywERERkUWYYZMfM2xERERECscMGxEREVmEGTb5McNGREREpHAM2IiIiIgUjqdEiYiIyCI8JSo/BmyVlBLnzrJEeeyPEo+hEvtkjFwfsMUdh/LariFK/KIpr2NIxeNzQ0VhwEZEREQWYYZNfryGjYiIiEjhmGEjIiIiizDDJj9m2IiIiIgUjhk2IiIisggzbPJjho2IiIhI4ZhhI0Uor+kqLNluRZtqxNiv04rWbnGUNv0Gp2mgyo4ZNvkxw0ZERESkcMywERERkUWYYZMfM2xERERECscMGxEREVmEGTb5McNGREREpHDMsBEREZFFmGGTHzNsRERERArHDFsFVl5zl5WUXP2tSu1WtHnjlKiizRtXXlkFJfaJlIsZNvkxw0ZERESkcAzYiIiIiBSOp0SJiIjIIjwlKr8SBWzx8fG4desWMjMz4ebmhmbNmsHOzq60+0ZEREREMCNgi4uLw5dffonvvvsO8fHxepGura0t/vGPf2D8+PEYNGgQ1GqeaSUiIqpKqnoGTG4mRVZTpkxBixYtcO3aNcyfPx+XLl1CamoqcnNzkZycjB9++AEvvvgi5syZA39/f5w+fVrufhMRERFVGSZl2GxtbXHjxg24ubkVKnN3d0fXrl3RtWtXzJ07Fz/88APi4uLw/PPPl3pnSfkq21QYcrSrxH2xhBKnfyjp1B1KzBAU95yXR58r2jEk+fEaNvmZFLAtWbLE5AZ79epV4s4QERERUWEcJUpEREQWYYZNfiYFbK1btzb5VMy5c+cs6hARERER6TNp0EH//v3Rr18/9OvXDyEhIbhx4wbs7OzQpUsXdOnSBfb29rhx4wZCQkLk7i8REREpTEGGTe6HqUJCQuDo6AiVSgW1Wo1atWrhwIEDenUaNmwIlUql96hWrZpenbS0NPj7+0OtVkOlUsHT07PQwMrY2Fj4+vpKbfj6+iIuLk6vTnR0NDw8PKT+tGzZEhkZGWYdY5MybHPnzpX+Hjt2LCZPnoyPPvqoUJ34+HizNk5ERERU2s6ePYuhQ4fipZdeQk5ODiZNmoSXXnoJSUlJcHd3l+q5urri8OHD0v+Ojo567XTs2BF//PEHwsLCUKdOHUyYMAGBgYFITU2Fra0tACAgIADp6elYvXo1AGDy5MkICAjAnTt3AAC5ubkICgqCg4MDNm3ahPj4eMyaNQudOnXC+fPnTd4ns69h27ZtG86cOVNo+T//+U+0a9cO69atM7dJIiIiqsCUdg3bvXv39P5v0aIF/Pz8sGXLFkyaNElabm1tDX9//yLbuH37Ni5fvozJkydjxowZAIDGjRujbdu2WLJkCWbPno19+/bh3r17WLNmDcaMGQMAUKvVGDduHA4cOIDQ0FCEhYUhJycHJ0+eRJs2bQAACQkJCA8PR0JCAry9vU3aJ7NnuHVwcMCJEycKLT9x4gTs7e3NbY6K8Wy69ukHWc7Y8bXkoVarDT4sWbeyPeQ6/iV938i1LlFpquqvtcTERCQkJEiPtLS0YtdJSkoCgELBUXJyMtRqNWxtbdGkSRNcunRJKtu2bRsA4J133pGWtWnTBvb29oiMjAQA7NixAwCkYA14ciby6fUPHToEe3t7KVgDgKlTpwIAtm7datpOowQZtnfeeQdvvfUWzp49iw4dOgAATp06hXXr1uGDDz4wtzkiIiKq4Moyw+bn56e3vHPnzoiKijK4nk6nw2uvvQatVosBAwZIy3v37o3q1aujZcuWOHfuHD799FO0bdsWKSkp0Gq1uHnzJgCgfv36eu1pNBqkpKQAeBI82tjYFNqmjY0NEhMTAQB3796FRqPRKy9oMzY21pRdB1CCgG3mzJnw9fXFihUrsGnTJgBA06ZNsX79egwZMsTc5oiIiIhMdvnyZTg5OUn/a7Vao/VbtmyJe/fuITo6Wm/5ihUrpL8HDBiAQYMGoXXr1liwYAEWL15stE1TsplP1zFU35ysaInmYRsyZAiDMyIiIgJQthk2Ly+vYoO0Av7+/rhy5QqOHDlS7B2YWrVqBRsbG1y4cAEA4OvrC+BJFuzpLFtmZqZ05ycvLy/k5eUVaisvLw+1a9cGALi5ueHWrVt65QWZNR8fH5P2AyjBNWxERERESqbT6eDv749Lly7hwIEDCAwMLHada9euIS8vD3Xq1AEADB48GACwcuVKqU5MTAyys7PRo0cPAMCgQYMAABEREVKdtWvX6q0fHByM7OxsxMTESHWWL18OAGYlv1TCzJA4Pz8fy5Ytw9atW3H79m3k5ubqld+/f7/YNtLS0uDi4mLOZqusinYRqdLu21nculWp3fJQ3MeLsXJLfq2XR7tyrFfebZeE0vpT1Tx8+NDk7FNpSEtLg7OzM8LDw+Hg4CDrtrKysjBp0iSkpqYWu4/NmzfHpUuXsHz5cgQFBUnLvb29UaNGDSQnJ6NPnz4YP348/Pz8cObMGcyZMweZmZmIj4+XsmPNmjXD1atXsWjRInh7e2PixInIysrSm9bDzc0NGRkZCA8PBwBMmjQJWq1Wb1oPrVYLjUaDVatWISEhAbNmzYKfn5+803rMmzcPa9aswbvvvos5c+Zg9uzZuHXrFnbv3s1BB0RERFTuCkZ7Pj3CE3gymnPNmjWwtbXFrVu38Oabb0IIASsrK/j4+GDjxo1SsAYAP//8MwIDA/H+++9DCAF3d3ccOHBACtaAJwMvg4ODMW7cOABPTnM+PQjC1tYWR48eRf/+/TFs2DCoVCo0b968yBk3jDE7w9agQQOsXLkSvXv3hpOTE2JiYqRlp06dkgYiGMMMm+kqWkaFGTbltlsemGGzfJvl2XZJKK0/VU15ZdhWrlxZJhm2yZMnm5Rhq4zMzrAlJyejRYsWAIBq1aohNTUVANCnTx/MmTOndHtHilPRAjJL2rakXUuCLrnaLSk5A5ySBlZyBQXFtWvsGDNQISI5mT3owNvbG3/99ReAJ/fhKpg87vTp07Czsyvd3hERERGR+QHbgAEDpPtuTZkyBXPmzMFzzz2H4cOHY/To0aXeQSIiIlI2pd38vTIy+5RoWFiY9PfLL7+MOnXq4Oeff0bDhg3Rt2/fUu0cEREREZkZsOXl5WH8+PGYM2eONKFc+/bt0b59e1k6R0RERMqntJu/V0ZmnRK1sbHBrl275OoLERERERWhRNew7d69W4auEBERUUXEa9jkZ/Y1bA0bNsRHH32EkydPom3btnB0dNQrnzx5cql1jqhAeUwnItf0G2q18d9JxspLWmaJ4j4kdTpdicqKa7u4dctDSb8wLHn9VrSpRorb16r+pUtUUmYHbGvWrIGLiwvOnj2Ls2fP6pWpVCoGbERERFUMr2GTn9kBW8Ed5omIiIiobJgdsBERERE9jRk2+ZkdsAkhsH37dhw9ehQpKSmFrjPZuXNnqXWOiIiIiEoQsE2ZMgX/+c9/EBQUBA8Pjwp3M2oiIiIqXcywyc/sgO3bb7/Fzp070atXLzn6Q0RERETPMDtgc3Z2lu5yQJZTYoayPKbQkLPdkk6/UVy7JZ1iw8rKymi7xsptbGxKVFZcn4zt6+PHj422a6w8Ly+vxOsa61NxU36UdEoQS6bQsKRduShtyg9AmX0iyzHDJj+zJ2768MMPMW/ePGRlZcnRHyIiIiJ6htkZtsGDB+O7776Du7s7fHx8Cv2qP3fuXKl1joiIiJSPGTb5mR2wjRw5EmfPnsU///lPDjogIiIiKgNmB2z79+/Hjz/+iBdffFGO/hAREVEFwwyb/My+hq1OnTrQarVy9IWIiIiIimB2wLZ06VLMmDEDt27dkqE7RERERPQss0+J/vOf/0RmZiYaNGgAjUZTaNDB/fv3S61zREREVDFU9VOWcjM7YFu+fLkM3aCqrrwGrxjbrrF5y4orL+lcagDg4OBgsKxGjRoGy5ydnY22W61aNYNlxuYte/TokdF2jf1IS0tLM7puZmamwbLi5nAzpqRfHMW9DvmFZDkeQ6KSMTtgGzFihBz9ICIiogqKgw7kZ9I1bMX9wra0PhEREREZZlLA1rBhQyxcuBBJSUkG6wgh8N///hehoaFYuXJlqXWQiIiIlK0gwyb3oyoz6ZRoVFQU/u///g/z5s1Dq1at0K5dO9SuXRv29vZ48OABLl++jOjoaNjY2GDWrFkYP3683P0mIiIiqjJMCtgaN26Mbdu2ISEhAdu2bcPx48dx8uRJZGVlwdXVFa1bt8ZXX32FXr16FXuhNhEREVUuvIZNfmYNOvD29sbUqVMxdepUufpDRERERM8we5QokTFyTc9hrN3itlnSdYtr11g22djUHY6Ojkbb9fb2NljWpEkTg2UNGjQw2q6rq6vBMmPTeqSkpBht99q1awbLrl+/bnTdxMREg2XGBi8VN+WHsV/i+fn5BsssmdbDktd+VcocGDtOVek4VDbMsMmP5y+JiIiIFI4ZNiIiIrIIM2zyY4aNiIiISOGYYSMiIiKLMMMmP7MzbAcPHsSJEyek/1etWoVWrVph2LBhePDgQal2joiIiIhKELBNnz5duqHzhQsXMG3aNPTq1Qs3b97Eu+++W+odJCIiImXjnQ7kZ/Yp0djYWPj5+QEAduzYgT59+mDhwoU4d+4cevXqVeodJHnINf1GRWPJtB5WVlYGy+zs7AyWeXp6Gm23RYsWBsuCg4MNljVv3txouxqNxmCZsakuMjMzjbb7+++/Gyw7duyY0XVzc3MNlj1+/LhEZYBlz2tJ25Xry8SSqUaIqPIwO8Nma2srfYAfOnQIPXr0AADUqFFDyrwRERFR1cEMm/zMzrC9+OKLePfdd/HCCy/g119/xZYtWwAAf/75p9EJP4mIiIioZMzOsH322WewtrbG9u3b8cUXX8DLywsAcODAAfTs2bPUO0hERERU1ZmdYatbty727dtXaPmyZctKpUNERERUsXBaD/mZFLClpaVBq9VKfxtTUI+IiIiISodJAVv16tXx119/wd3dHS4uLkWOWhJCQKVSGR1tRkRERJUPM2zyMylgO3LkCGrUqCH9zSkhiIiIiMqOSQFb586dpb+7dOkiV1+ISqS4HxAl/YGhVhsfk2Os3NHR0WBZwUAdQzp06GCwLCAgwGCZg4OD0XazsrIMljk7O5eoDACcnJwMlhmbZw0A7ty5Y7Ds4cOHBstycnKMtqvT6QyWGXs9GFuvslHi/G7lMc8dlQ5m2ORn9ijROXPmFHnaMzU1FUOHDi2VThERERHR/5gdsH3zzTd44YUXcOPGDWlZVFQUWrRogVu3bpVm34iIiKgC4MS58jM7YDt//jx8fHzQqlUrfPXVV5g+fTp69OiBkSNH6t0UnoiIiIhKh9nzsDk7O2Pz5s2YPXs23njjDVhbW+PAgQPo1q2bHP0jIiIiheM1bPIzO8MGAOHh4Vi2bBmGDh0KX19fTJ482egNoImIiIio5MwO2EJDQzFv3jx888032LhxI3777TcEBgaiQ4cOWLx4sRx9JCIiIgXjNWzyM/uU6OPHj3H+/HnUrl0bwJOpBL744gv06dMHY8eOxYwZM0q9k1Q5KHH+PmN9Kq6/VlZWBsvs7OwMlnl7exttt3HjxgbLjE0lYqw/AODi4mKwzNbW1ui6xhjrU5MmTYyu6+7ubrBMo9EYLCvujislfa2V11QXnM7iiaq0r0TmMjtg++9//1vk8t69e+PChQsWd4iIiIgqFl7DJr8SXcNmiKura2k2R0REREQoQYYtPz8fy5Ytw9atW3H79u1CM5nfv3+/1DpHREREyscMm/zMzrDNmzcP//73vzFkyBCkpqbi3XffxcCBA6FWq/Hhhx/K0EUiIiKiqs3sgG3jxo346quv8N5778Ha2hpDhw7FmjVr8MEHH+DUqVNy9JGIiIgUTGmjRENCQuDo6AiVSgW1Wo1atWrhwIEDenV0Oh26dOkCKysrqFQquLi4YM+ePXp10tLS4O/vD7VaDZVKBU9PT5w+fVqvTmxsLHx9faFSqaBSqeDr64u4uDi9OtHR0fDw8JD607JlS2RkZJh1jM0O2JKTk9GiRQsAQLVq1ZCamgoA6NOnD/bv329uc0RERESl6uzZsxg6dCh2796NzZs3Q6fT4aWXXkJKSopUp3fv3jh27BimTZuGnTt3QqvVYuDAgUhKSpLqdOzYEZcuXUJYWBg2bdqEnJwcBAYG6l0OFhAQgKSkJKxevRqrV69GUlISAgICpPLc3FwEBQUhNzcXmzZtQlhYGC5evIhOnTqZtU9mX8Pm7e2Nv/76C3Xr1kXDhg0RGRmJNm3a4PTp00anMqjKlDidRXkw9uuouGNkyTGU6/gbm87CxsbGYJmx6SoAwNHR0WCZsfeYtbXxt7O9vb3Bsry8PINlDg4ORts1Np1IcdOFGDsWxo6vJa8XuV5LVf36GiIluXfvnt7/LVq0gJ+fH7Zs2YJJkyZBp9MhMjISPXv2lOaQ7datG5ydnTF9+nRs3LgRt2/fxuXLlzF58mRpyrLGjRujbdu2WLJkCWbPno19+/bh3r17WLNmDcaMGQPgyWfXuHHjcODAAYSGhiIsLAw5OTk4efIk2rRpAwBISEhAeHg4EhISip3qqYDZGbYBAwbg8OHDAIApU6Zgzpw5eO655zB8+HCMHj3a3OaIiIioEiir06GJiYlISEiQHsXNywhAypoVBEfHjx+HTqfD8OHDpTparRaenp7S5V3btm0DALzzzjtSnTZt2sDe3h6RkZEAgB07dgCAFKwBwNixY/XWP3ToEOzt7aVgDQCmTp0KANi6dasphxZACTJsYWFh0t8vv/wy6tSpg59//hkNGzZE3759zW2OiIiIyGR+fn56/3fu3BlRUVEG6+t0Orz22mvQarUYMGAAAODq1asACk9U7uLigrt37wIAbt68CQCoX7++Xh2NRiOdWk1MTCzyjIqNjQ0SExMBAHfv3i10NqGgzdjYWMM7+gyzA7ZntW/fHu3bt7e0GSIiIqqgynJaj8uXL8PJyUlartVqja7XsmVL3Lt3D9HR0YXKnr30wtR9MOXSiqfrGKpvziUapTpxLhEREZGcvLy84O3tLT2MBWz+/v64cuUKjhw5gueff15aXpBZu3Llil791NRUODs7AwB8fX0BFM6CZWZmws3NTepLUdcA5+XlSbfwdHNzw6NHj/TKC9r08fEpdn8LMGAjIiIiiyhtWg+dTgd/f39cunQJBw4cQGBgoF55YGAg1Go1NmzYIC3LyMhAcnIyOnToAAAYPHgwAGDlypVSnZiYGGRnZ6NHjx4AgEGDBgEAIiIipDpr167VWz84OBjZ2dmIiYmR6ixfvhwAMGTIEJP3yeJTokRERERKUhCsLV++HB4eHjh//jyAJ4MOatSoAbVajR49euDAgQN4//330aFDB0ydOhVqtRpLliwBANStWxd+fn4IDw9H7dq14e3tjYkTJ8Le3h7Tp08H8GRKM1dXV0yYMAH5+fkAgEmTJsHd3R2hoaEAgJkzZ2LhwoXo2rUrVq1ahYSEBKxatQotWrQweYQowICNiIiILKS0W1NdunQJgP4IT+DJaM41a9YAAPbv34+uXbvi008/hU6ng7OzM7Zv3y6dygSAn3/+GYGBgXj//fchhIC7uzsOHDigN2XRqVOnEBwcjHHjxgF4cprz6UEQtra2OHr0KPr3749hw4ZBpVKhefPmOHHihFn7b3bANnLkSIwePbpQepEMs2T+MbkosU/GWNLfkn6IFLeeTqczWPb48WODZenp6UbbNTZE3cvLy2CZsbnfACArK8tgmbH50oztZ3HtFkysbYixmb6NHcPi+mTsubPkS0WuLyTO4UZUukx5T6nVaqOjS4Eno0YLsnOGNGjQoNjRnh07dsSdO3eK7ZMxZl/Dlp6ejh49euC5557DwoULpWGrREREVDUp7Rq2ysjsgG3Hjh1ITEzE22+/jW3btsHHxwehoaHYvn270dnSiYiIiKhkSjRKtGbNmpgyZQp+++03/Prrr2jYsCFef/111K5dG1OnTsW1a9dKu59ERESkUMywyc+iaT3++usvREZGIjIyElZWVujVqxcuXboEPz8/LFu2rLT6SERERFSlmT3oIC8vD3v37kVERAQiIyPh7++PqVOn4rXXXpNmHt68eTPeeust6V5ZREREVHkpbZRoZWR2wFarVi3odDoMHToUv/76K1q1alWoTkhICFxcXEqhe0RERERkdsC2bNkyDB48GPb29gbrVK9e3awbmlZ2SpwmQ4l9KqnifnUZ21dLfrEVTJJYlOzsbINlycnJRtstuClxUYxNsljctB7Gyo1Nk2FsXwBIN0ouyoULF4yum5CQYLAsMzPTYFlx03oQUdlihk1+Zgdsr7/+uhz9ICIiIiIDeKcDIiIisggzbPLjzd+JiIiIFI4BGxEREZHCmRWw5eXlYdSoUbh586Zc/SEiIqIKhhPnys+sgM3Gxga7du2Sqy9EREREVASzT4kOGDAAu3fvlqErREREVBExwyY/s0eJNmzYEB999BFOnjyJtm3bwtHRUa988uTJpda5ysLYi6y85kNTYp/kYmxfS1oGGJ+HLSMjw2CZsbnHAOD06dMGy7RarcGy5s2bG2332ffq0/Ly8gyWZWVlGW3XWH+NlQFPbm9Xku0WNw+bsfKq/qFPRBWT2QHbmjVr4OLigrNnz+Ls2bN6ZSqVigEbERFRFcNpPeRndsDGOxgQERERlS2LJs4tiHYr2yk0IiIiMh0zbPIr0Txs33zzDVq0aAEHBwc4ODjA398fGzZsKO2+ERERERFKkGH797//jTlz5uDtt9/GCy+8ACEEfv75Z7z55pu4d+8epk6dKkc/iYiISKGYYZOf2QFbeHg4vvjiCwwfPlxa1q9fPzRr1gwffvghAzYiIiKiUmZ2wPbXX3+hU6dOhZZ36tTJ6BB9IiUy9outuKkjjF27mZOTY7AsOTnZaLu///67wTJjU11cvHjRaLvu7u5Gyw0p7n39559/Giy7ceOG0XXv379vsCw3N9dgmbEpVYCST+thyS/4ivbrv6L1l5SNGTb5mX0NW8OGDbF169ZCy7ds2YLnnnuuVDpFRERERP9jdoZt3rx5eOWVV3D8+HG88MILUKlUOHHiBA4fPlxkIEdERESVGzNs8jM7wzZo0CD88ssvcHV1xe7du7Fz5064urri119/xYABA+ToIxEREVGVVqJ52Nq2bYtvv/22tPtCREREFRAzbPIzO8NmZWWFlJSUQsv//vtvWFlZlUqniIiIiOh/zM6wGYpwc3JyYGtra3GHiIiIqGJhhk1+JgdsK1euBPBkKoM1a9agWrVqUll+fj6OHz+OJk2alH4PK7niXoAV7bZfxvbH2L6U1xvRWJ8smdYjLy/PYFlGRobRduPj4w2WpaWlGSy7fv260Xaffs8+6/HjxwbLiuuvsT4ZKwOMT1NirE/FPTclnbqjuNdhSV+nVWm6ECKSh8kB27JlywA8+fD48ssv9U5/2trawsfHB19++WXp95CIiIioijM5YIuNjQUABAUFYefOnahevbpsnSIiIqKKhdlgeZl9DdvRo0fl6AcRERERGWD2KNGXX34ZYWFhhZYvWbIEgwcPLpVOERERUcVRMOhA7kdVZnbAduzYMfTu3bvQ8p49e+L48eOl0ikiIiIi+h+zT4lmZGQUOX2HjY1NsSPCiIiIqPLhtB7yMzvD1rx5c2zZsqXQ8s2bN8PPz69UOkVERERE/2N2hm3OnDkYNGgQbty4ga5duwIADh8+jO+++w7btm0r9Q5Wdcbmm1KrzY63qyRL5t0yJj8/X5Z2ja2bk5NjsOz+/ftG27WxsTFYZux1VtycZ8bmnDM2lxpg/Bga265c86URUckwwyY/swO2vn37Yvfu3Vi4cCG2b98OBwcH+Pv749ChQ+jcubMcfSQiIiKq0kp08/fevXsXOfCAiIiIqh5m2ORXonNqDx8+xJo1a/Cvf/1LOg1z7tw5JCYmlmrniIiIiKgEGbbz588jODgYzs7OuHXrFsaOHYsaNWpg165diIuLwzfffCNHP4mIiEihmGGTn9kZtnfffRcjR47EtWvXYG9vLy0PDQ3lPGxEREREMjA7w3b69GmsXr260HIvLy8kJyeXSqeIiIio4mCGTX5mB2z29vZFTpB79epVuLm5lUqn6H/KY+oOY28KlUpVLu1a8kY11rZcHwDFTYVhjLE+GZsGw9j0GgCQlZVV4j4ZY8n0GyWdTsSSaT0smeZFrili5HodKvELTol9IqoIzI4G+vXrh/nz50tfDiqVCrdv38bMmTMxaNCgUu8gERERKRvvJSo/swO2Tz/9FHfv3oW7uzuysrLQuXNnNGzYEE5OTvj444/l6CMRERFRlWb2KVGtVosTJ07gyJEjOHfuHHQ6Hdq0aYPg4GA5+kdEREQKx2vY5Gd2wPbNN9/glVdeQdeuXaVbUwFAbm4uNm/ejOHDh5dqB4mIiIiqOrNPiY4aNQqpqamFlqenp2PUqFGl0ikiIiKqOHgNm/zMDtiEEEWOuktISICzs3OpdIqIiIiI/sfkU6KtW7eGSqWCSqVCt27dYG39v1Xz8/MRGxuLnj17ytJJIkso7VeZsak5AOP9tWS6kJJOySLndBUl3R+5pk1R2muFiKiAyQFb//79AQAxMTEICQlBtWrVpDJbW1v4+PhwWg8iIqIqiIMO5GdywDZ37lwAgI+PD1555RW921IRERERkXzMvoZtxIgRyM7Oxpo1azBr1izcv38fAHDu3DkkJiaWegeJiIhI2TjoQH5mT+tx/vx5BAcHw9nZGbdu3cK4ceNQo0YN7Nq1C3Fxcfjmm2/k6CcRERFRlWV2hm3q1KkYOXIkrl27pndaNDQ0FMePHy/VzhEREZHyMcMmP7MDtjNnzuCNN94otNzLywvJycml0ikiIiIiS4SHh8PDwwNWVlZQqVSYNWuWXnnDhg2l2S8KHk8PqASAtLQ0+Pv7Q61WQ6VSwdPTE6dPn9arExsbC19fX6kNX19fxMXF6dWJjo6Gh4cHVCoV1Go1WrZsiYyMDLP2x+yAzd7eHmlpaYWWX716FW5ubuY2R0RERBWcEjNsDx48wHPPPYdp06YZrOPq6orff/9d7/G0jh074tKlSwgLC8OmTZuQk5ODwMBA5ObmSnUCAgKQlJSE1atXY/Xq1UhKSkJAQIBUnpubi6CgIOTm5mLTpk0ICwvDxYsX0alTJ7P2x+xr2Pr164f58+dj69atAJ7M7XT79m3MnDmT03rIwNgLtKTzailRcW9EY/sq57olZcnzVtI5xpT4eiju+JbH8ZdzXjk5tlmebRNVZB988AE++OADAMCSJUuKrGNtbQ1/f/8iy27fvo3Lly9j8uTJmDFjBgCgcePGaNu2LZYsWYLZs2dj3759uHfvHtasWYMxY8YAANRqNcaNG4cDBw4gNDQUYWFhyMnJwcmTJ9GmTRsAT242EB4ejoSEBHh7e5u0P2Zn2D799FPcvXsX7u7uyMrKQufOndGwYUM4OTnh448/Nrc5IiIiquDKMsOWmJiIhIQE6VHUWT9TJScnQ61Ww9bWFk2aNMGlS5eksm3btgEA3nnnHWlZmzZtYG9vj8jISADAjh07AEAK1gBg7NixeusfOnQI9vb2UrAGPBkPAEBKfpnC7AybVqvFiRMncOTIEZw7dw46nQ5t2rRBcHCwuU0RERERmcXPz0/v/86dOyMqKsrsdnr37o3q1aujZcuWOHfuHD799FO0bdsWKSkp0Gq1uHnzJgCgfv36eutpNBqkpKQAeBI82tjYFGrbxsZGmurs7t270Gg0euUFbcbGxprcX7MDtgJdu3ZF165dS7o6ERERVRJleaeDy5cvw8nJSVqu1WpL1N6KFSukvwcMGIBBgwahdevWWLBgARYvXmx0XVMuQXm6jqH65lzKYlbAptPpsH79euzcuRO3bt2CSqVC/fr18fLLL+P1119X5DU0REREVHl4eXmVOEgzplWrVrCxscGFCxcAAL6+vgCeZMGezrJlZmZKgyy9vLyQl5dXqK28vDzUrl0bAODm5oZbt27plRdk1nx8fEzun8nXsAkh0LdvX4wdOxaJiYlo0aIFmjVrhri4OIwcORIDBgwweaNERERUeShxlKi5rl27hry8PNSpUwcAMHjwYADAypUrpToxMTHIzs5Gjx49AEAabBkRESHVWbt2rd76wcHByM7ORkxMjFRn+fLlAIAhQ4aY3D+VMPEIREREYMqUKdizZw+CgoL0yo4cOYL+/fvjs88+w/Dhw4ttKy0tDS4uLiZ3kopWHhnN8sqiWrLdkq5b3HoVrd3yINcoUUva5SjR8lXR+lvRPHz4UJbskyFpaWlwdnbGK6+8AltbW1m3lZubiy1btiA1NdWkfUxOTsaxY8cAAK+++ir69euHoUOHom7duqhfvz769OmD8ePHw8/PD2fOnMGcOXOQmZmJ+Ph4KTvWrFkzXL16FYsWLYK3tzcmTpyIrKwspKamSvvr5uaGjIwMhIeHAwAmTZoErVaLO3fuSP3WarXQaDRYtWoVEhISMGvWLPj5+eH8+fMm77/JAVuPHj3QtWtXzJw5s8jyhQsX4tixY/jxxx+LbYsBW+lQ4hd0RQsilRgIlpQSXw/lERxZsm55TDMi57rloaL1t7Ipr4BtyJAhZRKwbd261eSAbfny5dJozKc1aNAAv/76Kxo1aoT79+9DCAErKyv4+Phg48aNaN++vVT34cOHCAwMxMWLFyGEgLu7O/bu3atX58aNGwgODpZOe/r4+CAqKgr16tWT6kRHR6N///5ISUmBSqVC8+bNceLECbOeK5MDNk9PTxw8eBCtWrUqsvy3335DaGioSXc7YMBWOpT4Bc2ATd5tlke7lmDAZnm7FS0Aqmj9rWwYsFVeJg86uH//Pjw8PAyWe3h44MGDB6XSKSIiIqpYGKzLy+RBB/n5+bC2NhzfWVlZ4fHjx6XSKSIiIiL6H5MzbEIIjBw5EnZ2dkWW5+TklFqniIiIiOh/TA7YRowYUWwdU0aIEhERUeVSlhPnVlUmB2xPzzFCRERERGWnxLemovJn7NdGeY0YLI8+Ffery9h2q/ovttJQHsdQiaMu+VqiqowZNvmZPOiAiIiIiMoHM2xERERkEWbY5McMGxEREZHCMcNGREREFmGGTX7MsBEREREpHDNsREREZBFm2OTHDBsRERGRwjHDRmWmvOaNk2u7JW23ov1KLK/+VrT53SridkuqovWX5McMm/yYYSMiIiJSOGbYiIiIyCLMsMmPGTYiIiIihWOGjYiIiCzCDJv8mGEjIiIiUjhm2IiIiMgizLDJr9wCtvKa4qGqKO6FrbRjXF79teQDoDym7lDidCGWvJerytQdFfGLpiL2uargc1M18ZQoERERkcLxlCgRERFZhKdE5ccMGxEREZHCMcNGREREFmGGTX7MsBEREREpHDNsREREZBFm2OTHDBsRERGRwpVbhk1p84BVNRVtHjwl9rekv/Ys6W9F+4VpSX+VuK9K7BNVPhXxdcYMm/yYYSMiIiJSOF7DRkRERBZhhk1+zLARERERKRwzbERERGQRZtjkxwwbERERkcIxw0ZEREQWYYZNfgzYqBAlTqFhjCVv4vLYn6r+oaNkle25qWz7U5nwuSFzMWAjIiIiizDDJj9ew0ZERESkcMywERERkUWYYZMfM2xERERECseAjYiIiEjheEqUiIiILFbVT1nKTZEBW3FPuhKnlqgqKtoUGsWpbPtDxeOXChFVRIoM2IiIiKji4KAD+fEaNiIiIiKFY4aNiIiILMIMm/yYYSMiIiJSOGbYiIiIyCLMsMmPGTYiIiIihWOGjYiIiCzCDJv8yi1gq+oHniq+kr6GOX+bafgZYRoep4rJ2OcAn1MqCjNsREREZBFm2OTHa9iIiIiIFI4ZNiIiIrIIM2zyY4aNiIiISOGYYSMiIiKLMMMmP2bYiIiIqNIJDw+Hh4cHrKysoFKpMGvWLL1ynU6HLl26SOUuLi7Ys2ePXp20tDT4+/tDrVZDpVLB09MTp0+f1qsTGxsLX19fqFQqqFQq+Pr6Ii4uTq9OdHQ0PDw8oFKpoFar0bJlS2RkZJi1PwzYqMwU/AIryaMyseQ4VKWHXHQ6ncGHElWl90Zlo7TXvpyU+Lnw4MEDPPfcc5g2bVqR5b1798axY8cwbdo07Ny5E1qtFgMHDkRSUpJUp2PHjrh06RLCwsKwadMm5OTkIDAwELm5uVKdgIAAJCUlYfXq1Vi9ejWSkpIQEBAglefm5iIoKAi5ubnYtGkTwsLCcPHiRXTq1Mms/eEpUSIiIqp0PvjgA3zwwQcAgCVLluiV6XQ6REZGomfPnli8eDEAoFu3bnB2dsb06dOxceNG3L59G5cvX8bkyZMxY8YMAEDjxo3Rtm1bLFmyBLNnz8a+fftw7949rFmzBmPGjAEAqNVqjBs3DgcOHEBoaCjCwsKQk5ODkydPok2bNgCAhIQEhIeHIyEhAd7e3ibtDzNsREREVGEkJiYiISFBeqSlpZndxvHjx6HT6TB8+HBpmVarhaenJ06dOgUA2LZtGwDgnXfekeq0adMG9vb2iIyMBADs2LEDAKRgDQDGjh2rt/6hQ4dgb28vBWsAMHXqVADA1q1bTe4zM2xERERkkbI4nVvQvp+fn97yzp07Iyoqyqy2rl69CuBJxuxpLi4uuHv3LgDg5s2bAID69evr1dFoNEhJSQHwJHi0sbEp1L6NjQ0SExMBAHfv3oVGo9ErL2gzNjbW5D4zYCMiIqIK4/Lly3BycpL+12q1JW5LrdY/0Whq0GnKLQafrmOovjm3KmTARkRERBYpywybl5eXRUEa8L/M2pUrV9CqVStpeWpqKpydnQEAvr6+AJ5kwZ7OsmVmZsLNzU3qS15eXqH28/LyULt2bQCAm5sbbt26pVdekFnz8fExuc+8ho2IiIiqlMDAQKjVamzYsEFalpGRgeTkZHTo0AEAMHjwYADAypUrpToxMTHIzs5Gjx49AACDBg0CAEREREh11q5dq7d+cHAwsrOzERMTI9VZvnw5AGDIkCEm91klymEMcVpamhTBliVzUo+kLHzuqCKrqFM1kHFKfF5TU1Mtzj6Zo+D7vGPHjrC2lvek3ePHjxEdHW3yPiYnJ+PYsWMAgFdffRX9+vXD0KFDUbduXXTs2BGhoaE4ePAgZsyYgQ4dOmDq1KmIj49HfHy8lB1r1qwZrl69ikWLFsHb2xsTJ05EVlYWUlNTYWtrC+BJBi0jIwPh4eEAgEmTJkGr1eLOnTsAnkzrodVqodFosGrVKiQkJGDWrFnw8/PD+fPnTd5/BmxUIfC5o4pMiV/sZDklPq8M2P5n+fLl0mjMpzVo0ADXr1+HTqdD165d8dNPP0Gn08HZ2RkREREYMGCAVPfhw4cIDAzExYsXIYSAu7s79u7di/bt20t1bty4geDgYOm0p4+PD6KiolCvXj2pTnR0NPr374+UlBSoVCo0b94cJ06cMOu5YsBGFQKfO6rIlPjFTpZT4vNaXgFbhw4dyiRgO3XqVJnvo1LwGjYiIiIiheMoUSIiIrJIWY4SraqYYSMiIiJSOGbYiIiIyCLMsMmPGTYiIiIihWOGjSoEuX5ZcfQpPa2q/4InKilm2OTHDBsRERGRwjHDRkRERBZhhk1+zLARERERKRwzbERERGQRZtjkxwwbERERkcIxYCMiIiJSuCp1SrS4dCqneKh6OF1IxVTVT41Q2eFrzXQ8VvJiho2IiIhI4apUho2IiIhKHwcdyI8ZNiIiIiKFY4aNiIiILMIMm/yYYSMiIiJSOGbYiIiIyCLMsMmPAdtTjL0YOE0DmUOJHyzGXsOWvPblWpeoLPA1SBUFAzYiIiKyCDNs8uM1bEREREQKxwwbERERWYQZNvkxw0ZERESkcMywERERkUWYYZMfM2xERERECscMGxEREVmEGTb5MWArJZzDjZSupB92lnxIVvUPWFIGvg6pMmDARkRERBZhhk1+vIaNiIiISOGYYSMiIiKLMMMmP2bYiIiIiBSOARsRERGRwvGUKBEREVmEp0Tlx4DNRMW9UDh1BxFR+anqX+ZU+TFgIyIiIoswwyY/XsNGREREpHDMsBEREZFFmGGTHzNsRERERArHDBsRERFZhBk2+THDRkRERKRwzLCVEmORP6f8ICKiyowZNvkxw0ZERESkcMywERERkUWYYZMfM2xERERECscMGxEREVmEGTb5McNGREREpHDMsBEREZFFmGGTHzNsRERERArHDFsZ4BxtRESWqerZlYqAz5G8mGEjIiIiUjgGbEREREQKx1OiREREZBEOOpAfM2xERERECseAjXDkyBEsW7asvLtBREQVVEGGTe5HVcaATSYzZ87Er7/+irS0NNy5cwe7du1Co0aNyrtbREREVAExYJNJ586dsWrVKnTo0AHdu3eHtbU1IiMjodFo9OqV1i8NGxubstw9IqJSx8xKxaW0DFuXLl2gUqn0HlZWVlK5TqdDly5dYGVlBZVKBRcXF+zZs0evjbS0NPj7+0OtVkOlUsHT0xOnT5/WqxMbGwtfX19pG76+voiLi7PsYBrAgE0moaGh+Prrr3H58mWcP38eo0aNQr169dC2bdtCdY8ePYqVK1di2bJluH//PpKTkzFu3DhoNBqsW7cOaWlpuH79Onr27Km3Tnh4OJYuXYqUlBRERkYCAEJCQnD8+HHcv38fd+/exd69e+Hr6yutp9FosH79eqSlpSExMRHvvvuu/AeDiIiojNnZ2eH333+XHhcvXpTKevfujWPHjmHatGnYuXMntFotBg4ciKSkJKlOx44dcenSJYSFhWHTpk3IyclBYGAgcnNzpToBAQFISkrC6tWrsXr1aiQlJSEgIECW/WHAVkacnZ0BAPfv3y+yfMSIEbh37x4CAgIQHh6OL774Atu2bcPJkyfRpk0b/Pjjj9iwYQMcHBykdYYPH47Hjx/jxRdfxJtvvgkAcHR0xLJlyxAQEIDg4GDodDrs3LlTmqB3yZIlCAoKwsCBAxESEoLOnTsXGUQSERGZSmkZNuDJxPT+/v7So2nTpgCeZNciIyPRs2dPLF68GAMGDMDFixeh0+kwffp0AMDt27dx+fJlvP3225gxYwaGDh2Kw4cPIzs7G0uWLAEA7Nu3D/fu3cOqVaswfvx4jB8/Hp999hlSUlJw4MCB0j3AAFSiHHLNaWlpUgBTVezZswfVq1dHYGBgobKjR4/CyspKKlOr1UhNTcXOnTsxYsQIAICHhweSk5PRoUMH/PLLLzh69CicnZ2LDbZcXV2RkpKCFi1a4NatW7h37x5GjBiBrVu3AgCqV6+O+Ph4fPXVV5g6dWop7zURkel46tNyqamp0Gq1Zba9gu/zunXrQq2WNwek0+mkQMrJyUlartVqC+1zly5dcOzYMajVaqjVatSqVQvffPMNunTpgqioKAQFBWHTpk0YOnSotE6tWrWg0Whw48YNLF26FO+99x5u3ryJ+vXrS3UcHBwQEBCAY8eOYdSoUVi/fn2h161KpcKoUaOwbt26Ut1/zsNWBj777DP4+/vjxRdfNFjn/Pnz0t86nQ5///03Lly4IC27c+cOAMDd3V1advbs2ULt+Pr6Yv78+ejQoQNcXV2lN1DdunVhZWUFOzs7REdHS/UfPHiAq1evlnzniIioyivLedj8/Pz0lnfu3BlRUVF6y7p27Yrnn38eHTp0wI0bN7Bw4UJ069YNf/zxh/Sd17hxY711XFxccPfuXQDAzZs3AUAvWAOeXFaUkpICAEhMTCzy+nEbGxskJiaWcC8NY8Ams5UrV6Jv374IDAw0+gTm5eXp/S+EKLQMgN4vmEePHhUq37t3L+Lj4zF+/HgkJSVBrVbj4sWLsLW15X1LiYiowisqw/asDz74QO//kSNHolatWnjvvffQq1cvACiUETQ14DTlu1SO71tewyaj8PBwDBw4EF27dsWtW7dk316NGjXg5+eHjz/+GEeOHMEff/yB6tWrS+XXr19Hbm4uOnToIC1zcXHhdCNERGSRsryGzcvLC97e3tLDlFPA7u7ucHFxwfXr16XM2pUrV/TqpKamSpdrFQzWi42N1auTmZkJNzc3qR9FJVby8vJQu3ZtM49g8RiwyWTVqlX45z//iWHDhiE9PR0eHh7w8PCAvb29bNt88OAB7t27h3HjxqFBgwYICgrC0qVLpfJHjx5h3bp1WLx4Mbp27YpmzZohIiICOp1Otj4RERGVt7S0NDx8+BAeHh4IDAyEWq3Ghg0bpPKMjAzpOnEAGDx4MIAnZ8kKxMTEIDs7Gz169AAADBo0CAAQEREh1Vm7dq3e+qWJp0RlMmHCBADAsWPH9JaPHDkSX3/9dals49lrBoQQePXVV7Fy5UpcuHABV69exZQpU/TO7U+fPh2Ojo7Ys2cP0tPT8e9//7vKDQAhIstwcAA9qyyvYTNFu3bt8Prrr6N169a4du0a/vWvf0Gn0+Gjjz6CWq1Gjx49cODAAbz//vvo0KEDpk6dCrVaLY0ArVu3Lvz8/BAeHo7atWvD29sbEydOhL29vTSStE+fPnB1dcWECROQn58PAJg0aRLc3d0RGhpa6vvPUaKVFK9XIyK5MGBTrvIaJerl5VUmo0QTExNN2se6desiMTEROp0OarUanp6e+OKLL9C3b1+pra5du+Knn36CTqeDs7MzIiIiMGDAAKmNhw8fIjAwEBcvXoQQAu7u7ti7dy/at28v1blx4waCg4Oly558fHwQFRWFevXqlfr+M2CrpBiwEZFcGLApV3kFbLVr1y6TgC0pKanM91EpeA0bERERkcJVumvYTp8+DU9Pz/LuBpVQcnKybLf1ICIieSjtGrbKqNIFbJ6envD29i7vbhARERGVmkoXsCUnJ5d3F8gCfP6IiIgKq3QB2/PPP1/eXajUOJiBqGqo6qefyDw8JSo/DjogIiIiUrhKl2EjIiKissUMm/yYYSMiIiJSOGbYiIiIyCLMsMmPGTYiIiIihWOGjYiIiCzCDJv8GLCRWYp7wxib9sPYupwuhKholrznLGmXiJSFARsRERFZhBk2+fEaNiIiIiKFY4aNiIiILMIMm/yYYSMiIiJSOGbYiIiIyCLMsMmPGTYiIiIihWOGjYiIiCzCDJv8GLBRqSrpG8qSNyLncCMlsGSeQUte/1X9S4yoqmDARkRERBbjjwd58Ro2IiIiIoVjwEZERESkcDwlSkRERBYpi9OhVf2UKzNsRERERApXLhm2qh4lExERyaG8vl+ZYZNfuQRs6enp5bFZqqSq+puYlI+vUSor6enpcHZ2Lu9ukAzKJWCrXbs24uPj4eTkxDm0iIiILCSEQHp6OmrXrl1u268M21CycgnY1Go1vL29y2PTRERElRIza5UbR4kSERGRRZhhkx9HiRIREREpHDNsREREZBFm2OTHDBsRySoqKgoqlQoPHz4scRtXr16Fp6enokaYf/jhh2jVqpX0/3vvvYfJkyeXX4eIqFJjwEZVxsiRI6FSqaBSqWBjYwMPDw90794d69atg06nM6utZ7+sS4uPjw+WL19e6u2Wp06dOuGvv/6y6ILo2bNnY+LEiXBycirFnpWuGTNmICIiArGxseXdFaIyJ4Qok0dVxoCNqpSePXvir7/+wq1bt3DgwAEEBQVhypQp6NOnDx4/flze3Ss1ubm55d0Fia2tLTw9PUs8hU9CQgL27t2LUaNGlXLPSvc4ubu7o0ePHvjyyy9LrU0iogIM2KhKsbOzg6enJ7y8vNCmTRv861//wp49e3DgwAGsX79eqpeamorx48fD3d0dWq0WXbt2xe+//w4AWL9+PebNm4fff/9dytgVrGtsvQJ79+5Fu3btYG9vD1dXVwwcOBAA0KVLF8TFxWHq1KlSuwV27NiBZs2awc7ODj4+Pli6dKlemz4+PliwYAFGjhwJZ2dnjBs3rtC+3717F56enli4cKG07JdffoGtrS0iIyMNHrP3338fjRo1gkajga+vL+bMmYO8vDwAT35VBwcHo2fPntKv34cPH6Ju3bqYPXs2gMKnROPi4vDSSy+hevXqcHR0RLNmzfDDDz8Y3P7WrVvRsmVLvamA1q9fDxcXF+zbtw+NGzeGRqPByy+/jEePHuHrr7+Gj48PqlevjkmTJiE/P7/Y42RsHwuEhYXBw8MDTk5OGDNmDLKzswv1tW/fvvjuu+8M7gtRZcUMWxkQRFXEiBEjRL9+/Yosa9mypQgNDRVCCKHT6cQLL7wgXnrpJXH69Gnx559/imnTpomaNWuKv//+W2RmZopp06aJZs2aib/++kv89ddfIjMzs9j1hBBi3759wsrKSnzwwQfi8uXLIiYmRnz88cdCCCH+/vtv4e3tLebPny+1K4QQZ86cEWq1WsyfP19cvXpVRERECAcHBxERESH1v169ekKr1YolS5aIa9euiWvXrhW5n/v37xc2Njbi9OnTIj09XTRs2FBMmTLF6HH76KOPxM8//yxiY2PF3r17hYeHh/jkk0+k8oSEBFG9enWxfPlyIYQQr7zyimjXrp3Izc0VQghx9OhRAUA8ePBACCFE7969Rffu3cX58+fFjRs3xPfffy+OHTtmcPv9+vUTb775pt6yiIgIYWNjI7p37y7OnTsnjh07JmrWrCl69OghhgwZIi5duiS+//57YWtrKzZv3lzscSpuH7ds2SJsbW3FV199Jf744w8xe/Zs4eTkJFq2bKnXr8uXLwsA4tatW0aPKVFlkZqaKgAIjUYjHB0dZX1oNBoBQKSmppb3bpcLBmxUZRgL2F555RXRtGlTIYQQhw8fFlqtVmRnZ+vVadCggVi9erUQQoi5c+cW+rI2Zb2OHTuK1157zWAf69WrJ5YtW6a3bNiwYaJ79+56y6ZPny78/Pz01uvfv7/Bdp82YcIE0ahRI/Haa6+J5s2bi6ysLJPWK7B48WLRtm1bvWVbt24VdnZ2YtasWUKj0YirV69KZc8GbC1atBAffvihydtr2bKlmD9/vt6yiIgIAUBcv35dWvbGG28IjUYj0tPTpWUhISHijTfekP439Tg9u48dO3YsFDS2b9++0Gug4MsrKirKpH0jqugKXvMODg5Co9HI+nBwcKjSARun9SDCk3R+wSnIs2fPIiMjAzVr1tSrk5WVhRs3bhhsw5T1YmJiijxdacyVK1fQr18/vWUvvPACli9fjvz8fFhZWQEA2rVrZ1J7n376KZo3b46tW7fizJkzsLe3N1p/+/btWL58Oa5fv46MjAw8fvwYWq1Wr87gwYOxa9cuLFq0CF988QUaNWpksL3JkyfjrbfeQmRkJIKDgzFo0CD4+/sbrJ+VlVVkHzUaDRo0aCD97+HhAR8fH1SrVk1vWUpKit56RR2n4vbxypUrePPNN/XW6dixI44ePaq3zMHBAQCQmZlpcH+IiEqCARsRnnwh169fHwCg0+lQq1YtREVFFarn4uJisA1T1iv4QjfH08Hk08ue5ejoaFJ7N2/eRFJSEnQ6HeLi4owGS6dOncKrr76KefPmISQkBM7Ozti8eXOha+gyMzNx9uxZWFlZ4dq1a0a3P3bsWISEhGD//v2IjIzEokWLsHTpUkyaNKnI+q6urnjw4EGh5TY2Nnr/F4z+fXbZsyOAnz1Opu6jKe7fvw8AcHNzM3tdooqsqM+kirgNJWPARlXekSNHcOHCBUydOhUA0KZNGyQnJ8Pa2ho+Pj5FrmNra6t3Mbup6/n7++Pw4cMGRzwW1a6fnx9OnDiht+zkyZNo1KiRlF0zVW5uLl577TW88soraNKkCcaMGYMLFy7Aw8OjyPo///wz6tWrJw0gAJ4MGnjWtGnToFarceDAAfTq1Qu9e/dG165dDfajTp06ePPNN/Hmm29i1qxZ+OqrrwwGbK1bt8bly5fN2k9zmLKPTZs2xalTpzB8+HBp2alTpwq1dfHiRdjY2KBZs2ay9ZeIqiaOEqUqJScnB8nJyUhMTMS5c+ewcOFC9OvXD3369JG+jIODg9GxY0f0798fP/74I27duoWTJ0/i//7v/3DmzBkAT0YbxsbGIiYmBvfu3UNOTo5J682dOxffffcd5s6diytXruDChQtYvHix1D8fHx8cP34ciYmJuHfvHoAnwdDhw4fx0Ucf4c8//8TXX3+Nzz77DO+9957Z+z979mykpqZi5cqVmDFjBpo2bYoxY8YYrN+wYUPcvn0bmzdvxo0bN7By5Urs2rVLr87+/fuxbt06bNy4Ed27d8fMmTMxYsSIIrNiAPDOO+/gxx9/RGxsLM6dO4cjR46gadOmBvsQEhKC6OjoQoFsaTFlH6dMmYJ169Zh3bp1+PPPPzF37lxcunSpUFs//fQT/vGPf5Qok0pEZFS5XkFHVIZGjBghAAgAwtraWri5uYng4GCxbt06kZ+fr1c3LS1NTJo0SdSuXVvY2NiIOnXqiNdee03cvn1bCCFEdna2GDRokHBxcREApBGbxa0nhBA7duwQrVq1Era2tsLV1VUMHDhQKouOjhb+/v7Czs5OPP323L59u/Dz8xM2Njaibt26YsmSJXr9LWqwwrOOHj0qrK2txU8//SQti4uLE87OzuLzzz83uN706dNFzZo1RbVq1cQrr7wili1bJpydnYUQQqSkpAgPDw+xcOFCqX5eXp4ICAgQQ4YMkbaLpwYdvP3226JBgwbCzs5OuLm5iddff13cu3fP4PYfP34svLy8xMGDB6VlERERUh8KFDUQ5NmBJoaOk7F9LPDxxx8LV1dXUa1aNTFixAgxY8aMQttr1KiR+O677wzuC1FlUzDowM7OTtjb28v6KPhcrKqDDlRCVPGTwkSkeJ9//jn27NmDH3/8sby7YtD+/fsxffp0nD9/HtbWvNqEqoa0tDQ4OzvDzs6uxJNjm0oIgZycHKSmphYa+FQV8FOFiBRv/PjxePDgAdLT0xV7e6pHjx4hIiKCwRpVSWWR+6nq+SVm2IiIiKhECjJstra2ZZJhy83NZYaNiIiIqCSYYZMfR4kSERERKRwzbERERGQRZtjkxwwbERERkcIxw0ZEREQWYYZNfsywERERESkcM2xERERkEWbY5McMGxEREZHCMcNGREREFmGGTX7MsBEREREpHAM2IiIisogQokwe5nr11VdhY2MDlUoFjUaDzz77TIa9LxsM2IiIiKjSmTJlCrZs2YJhw4bh+++/R+PGjTFp0iRER0eXd9dKhDd/JyIiohIpuPl7WTL15u/VqlVDvXr1cOnSJWmZnZ0d2rRpUyGDNmbYiIiIqFLJyMjAo0eP0KdPH73lTZs2xZUrV8qpV5bhKFEiIiKqMBITE5GWlib9r9VqC2Xc/vzzTwCAr6+v3nJ3d3dcvnxZ/k7KgAEbERERlYitrS08PT2RnJxcJtuzsbGBn5+f3rLOnTsjKiqqyPoqlUrvfyFEoWUVBQM2IiIiKhF7e3vExsYiNze3TLaXnZ1daFtFXc/WqFEjAMCNGzf0lt+9excODg7ydVBGHHRARERElU61atXg4+ODixcvSss46ICIiIhIQcaMGYNLly5h1KhR2LdvH9q0aYPc3Fx8+umn5d21EmGGjYiIiCqlV199Fdu3b0d+fj4cHBzwySefYNKkSeXdrRJhwEZERESkcDwlSkRERKRwDNiIiIiIFI4BGxEREZHCMWAjIiIiUjgGbEREREQKx4CNiIiISOEYsBEREREpHAM2IiIiIoVjwEZERESkcAzYiIiIiBSOARsRERGRwjFgIyIiIlK4/wdMSTEuWlVm5QAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "s_diff_nav = s.inav[10:20, 10:20].mean(axis=(0, 1))\n", "s_diff_nav.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Then we transpose `s_crop`, and use `s_diff_nav` for navigation" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "s_transpose = s.transpose()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, move the navigator across the direct beam, and look for the magnetic stripe in the signal plot." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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K9uB0/PE5eZxmz879s4cekq6/PifSbdCgnPInLVrkfKhNJEqwVKiw5/G6dpUmT845KI0aJY0dm3MQe+ONaNbwRL/ffiudccZeTe1gR9OmTXXsscdG/pOkb//7DVnbtm1VokSJyH/PP/+8NiKhaeXKlSVJXbp0ifR91llnSZI++eSTSLv/5JEx/vvvv1elBOUraevWrZo6daqOO+44ValSRT/88IN++OEH9ezZUykpKeGhykL//v3VrFkznXfeeeGziW9zfvzxR23evDkivyWTpIhccVSoUEHz5s1Tq1at9P/+3//T0UcfrZo1a2rUqFGRb3z2hIJEzuV1EKxevbqk/+n222+/1Q8//KCSJUvmWr+srKzI+lkoXrx4uGbWOJmZmTrllFO0bt06jR8/Xm+//bY+/PDD8BukZChBC//5z3+0a9cuTZgwIdccuv43yCM+D0uPZcqUUVpaWuReqVKltD3xfeYeULp0aZ177rkaN26c5s2bp5UrVyojI0MTJ040qdxNmzYpCII818s6zMf1nZCTerzppps0cuRInXvuuXr11Vf1wQcf6MMPP1TLli33Sd8Ox6GGoo2qk3I8S3ffnZM9PB6lNWFCzn/54ZFHcv5/773JjXfxxTn/7QnDh+f8P48waIeNROj+iy++qHr16uXbtkWLFsrKo/Zg8N+crIkPaJs1ayZJ+uyzz8JffAl89tln4c8l6dlnn9W2bdu0YMECVaxYMVffL7/8sjZt2pTnz6Sc75bWrFmT589PPfVUVahQQT/8N99X8+bN8/ywNnGPcuWF5s2b67nnnlMQBFq0aJGeeuop3X777SpdurSGJ+xvD8jPqxXHt3kERiT0n/jFe/jhh6ty5crh90Nx0KthYdeuXfrPf/4T+WUeH2f69On66aef9NJLL0XsZOHChclNJh9UrFhRxYoV0yWXXKL+/fvn2aZBzItcED3uC+rWraurr75aAwcO1JIlS3T00UfnalOxYkWlpKTku157g7///e/q27ev7rzzzsj9jRs3Kj0Zj73D4ZD0Wzg4/eUvORTaFVfkUGMFxWuvSfXqSQWgLPaI7dtz6uKdfrrTdAVEly5dVLx4cX355Zd7pJHOO+88zZ49W7NmzQqpHEn6xz/+odTUVLVt21aSVKtWLR133HH6+9//rsGDB6tYsWKSpPfff1/Lly/XwIEDw2cff/xxHXbYYZo+fXokckmSPvroIw0ZMkRTpkwxqZLnnnsulzfh9ddf11/+8hc9/PDDkV90PXv2VL9+/fTBBx/o+OOPl5RzaPj73/+u448/XjVr1tyDtnKQkpKili1b6r777tNTTz0Vetqk3F6DfcHWrVv1yiuvROi6Z555RqmpqWr/34CM7t2767nnntPu3bvDOe0NpkyZEsnr9cwzz0hSGBWYOKiUKlUqbBMEgR599NFcfVk6SDwb/1mZMmV06qmn6tNPP1WLFi0idNf+wtatW5WSkqJyichcIEGLWfZRtmxZHXvssZo+fbruvvvuUP4ff/wxV6RcQZCSkhLRt5TzUfm6devUqFGjve7X4TjUUPQHp9RU6W9/y6Hmdu36X726ZPHhh7++TAsW5NSvmzr11+/7IEf9+vV1++23a8SIEVq1apXOPPNMVaxYUd9++60WLFigsmXLhlFNl19+uR555BH169dPGzduVEZGhubMmaOJEyeqX79+EU/EX/7yF51xxhnq3bu3+vXrpw0bNmj48OFq1qyZLv/vt3KLFy/WggULdN111+m0007LJdtJJ52ke+65R48//rh5cMorn04iIqpNmzaR3FVXXHGFJk6cqN69e2vMmDGqWrWqJk2apOXLl2vOnDn56um1117TpEmTdO6556phw4YKgkAvvfSSfvjhB50Berh58+aaO3euXn31VdWoUUOHHXaYmjRpkm/fFipXrqzrrrtOmZmZaty4sf7xj3/o0Ucf1XXXXae6/40cveCCCzRlyhR17dpVN954o4477jiVKFFCX3/9tf71r3+pR48e6tmzZ77jlCxZUvfcc49+/PFHtW3bVu+++67uuOMOnXXWWTr55JMlSWeccYZKliypPn36aOjQodq+fbseeughbdq0KVd/zZs310svvaSHHnpIbdq0UWpqqo499lgddthhqlevnmbMmKFOnTqpUqVKOvzww1W/fn2NHz9eJ598sk455RRdd911ql+/vrZu3aqVK1fq1Vdf1VtvvbVXOkwWy5cvV5cuXXTBBReoQ4cOqlGjhjZt2qSZM2fqr3/9qzp27KgTTzzRfP72229Xt27d1KVLF914443avXu3xo0bp3LlyoVUcEHRvXt3PfXUUzrqqKPUokULffzxxxo3bpxq702UssNxKKNIP013HHCwIszimD59enDqqacG5cuXD0qVKhXUq1cvOP/884M5c+ZE2v3nP/8JrrnmmqBatWpBiRIlgsaNGwfjxo0Ldu/enavP2bNnByeccEKQlpYWVKpUKejbt2/w7bffhj8fOHBgIClYuHChKdfw4cMDScHHH38cBEHeUXUFmXNWVlbQt2/foFKlSkFaWlpwwgknBG+88Ua+/QVBEHz++edBnz59giOOOCIoXbp0UKFCheC4444LnnrqqUi7hQsXBieddFJQpkyZQFLQoUOHPcpkRdUdffTRwdy5c4Njjz02KFWqVFCjRo3g//2//xfs3Lkz8vzOnTuDu+++O2jZsmWQlpYWlCtXLjjqqKOCa665JlixYkW+87r00kuDsmXLBosWLQo6duwYlC5dOqhUqVJw3XXXBT/++GOk7auvvhqOUatWrWDIkCHBrFmzAknBv/71r7Dd999/H5x//vlBenp6kJKSEokqmzNnTtC6deugVKlSgaTIWq5evTq44oorglq1agUlSpQIqlSpEpx44onBHXfcEbZJRNVNjUf2Yi5xjBo1KldkWxybNm0K7rjjjuC0004LatWqFZQsWTIoW7Zs0KpVq+COO+4Itm3bFpFTeUSxvfzyy0Hz5s2DkiVLBnXr1g3GjBkTDBgwIKhYsWKknaSgf//+uWSI2/amTZuCK6+8MqhatWpQpkyZ4OSTTw7efvvtoEOHDqFd5SePw+HIQdEW+XU4HPsFHTt21MaNG/PMefVr4rLLLtOLL76oH3/8sVDHORSxc+dOtWrVSrVq1dLsvAJqHA7HfkHRU3UOh8PhyIUrr7xSZ5xxhmrUqKGsrCw9/PDDWrZsmcaPH1/UojkcubB9+/ZcNUb3hJIlS+aKWj0Q4Acnh8Ph+A1i69atGjx4sL777juVKFFCxxxzjP7xj3/o9NNPL2rRHI4Itm/frgYNGhQ46rN69epavXr1AXd4cqrO4XA4HA7HXmPLli2qUKGCMjMzzdqeeT1Tt25dbd68OelniC5dumj27Nlq1apVWAc1Oztbp512mt5++21lZ2erQoUKevrpp9WjR4/IuCeffLIWL14c5kt79dVXwyjuZFC0CTAdDofD4XAcFDjssMMK9N/e4umnn9Zbb72Vy1PVrVs3zZs3TzfffLNeeukllS9fXr169dI333wTtmnXrp2WLFmiMWPG6JlnntGOHTvUvn37AtGMfnByOBwOh8OxzwiCoED/7Q2ysrJ01VVX6c9//nMkL1l2drZmz56tM888U2PHjlXPnj21ePFiZWdna8iQIZJyKhYsXbpU119/vYYOHao+ffrozTff1Pbt2zVu3LikZfCDk8PhcDgcjn3G3hyc1q1bp6+//jr8b8uWLfmOcdJJJ6lZs2YaOnRo5P78+fOVnZ2tvn37hvfKly+v6tWrh7Upp/43NyOTJh9zzDFKS0srUKRqkXwcnp2drW+++UaHHXbYfit14HA4HA7HwY4gCLR161bVrFkzV/WE/TF2sp6kRLuMjIzI/XgxeGLAgAFat26dPv7441w/W758uSTlShCcnp6u7777TpK0atUqSblLLpUpU0YbNmxISm6piA5O33zzjc4999zw319//XV4TdcbyxXwFMoPyVhklYU6mYE4zoPu2LEjz35Zryk7Ozu8ThR5lXIKmOYln1UWo2zZsuE1OVS2L1OmTHi9du3a8JoFPUuXLh1eJ2qlxUF54gfSRJkSKVqzjM9wk7FMBfti/TFWXqfuqCOuTwUUYqZ+E0YtRedJvfN+iRIl8pRZiur4p59+Cq9pM7zm2LQ96ou6YH4i3md7XtP2rLFoj5wP9ZUf/86iwGxHu9q9e3d4zTWnjjk3zoGysk/uHdqIteaUk/bCfhK1DuOySdG5UT7KTfvkeNxvfJZ2RZukvrgmnCf7531es0+OxT45Vrwd9zrl5h5gMWmOzULGLCPEsdkndcdi1pZdUAbaML9d4Rpae0Sy7XbXrl3hNe2KbShflSpVwmuuD+fM9xN1zzlzb7M99UvZ+E6hbPFfxnyG/VJ/3G9cN+udwb3EOb/77rv7PSv83hycli5dGrEZ60PxDz74QA8++KCee+65fGsrxn8nJCtPQZw4RULV7ctHYQ6Hw+FwOPJHUfye3RuqrlatWqpdu3b4n3Vwmj59uoIg0O9//3ulpKQoJSVFmzdv1sKFC5WSkqIjjzxS0v9qQSawefPm8A+4hg0bSpJWr14dabNt27bIoXtPKBKPU0pKSuQvKVaip5eAf63wtM2TIU+X8b9QE+BfRlL0VM6xed/6i45/KfHUz78S+VcM/6rgXw/sn/erV68eXnNuW7duDa/5Fw09Guwn/lcs//LlX5bWX/scm38l0VtlzYEnfMrKvyq5hlwDzpMbnx4D3udf1ZJUtWrVPOXjOtDGLC8b15ljW3+50vY4Z8vjwGepL7ahnJanQ4rOkx5OysQ2XHP+tU6Z6O1ct25deG15FgnqiPuW19xTlIHvhXhxXtoGvWasacg2nDPXgf3SfmiHXHP2Y/Vpea64d3ifiHuQrb+QOTfKyoghy8PNsS2PmNUP7ZDz5x6hzHwXUNf06MRZAPZFzxJlZV9891LHfDdwPGu/cZ0tG6HXlHuHNkjPEvUVt2HrHWB5O/hO5tiW151zK4rPYPbG45QsbrjhBh133HGRexdffLGqVaume+65Rx07dlRqaqomT56sPn36SMp5t2RlZYVF5Hv37q3BgwfrgQce0H333SdJWrhwobZv367OnTsnLYsnwHQ4HA6Hw7HPKMyDU82aNXMVGC9RooQqVKgQ3u/cubNmzZqlYcOG6YQTTtCgQYOUmpoaRszVrVtXGRkZmjBhgmrWrKnatWurf//+SktLCyPvkoEfnBwOh8PhcOwzCvPglAxmzpyp0047TXfffXeYAPPFF19UzZo1wzbvvPOO2rdvr2HDhikIAlWtWlWzZs3K5R3MD0V2cKI7l65Ni+agm5o0lOWy5LN02cb7osuYrlO2oSu4bt264TVdoZZ8dClzYUij0L1M97olj/XxoPVRshSlA6yPXTk29cr5Wx8okv7jh/mklbgmpHysDybJdXNcyh+fJ8djX9bH1RaVSqqKdA7d85Sb4DqT2uRY1C/bU0eUmTZCXUjRFxBtj3uJtsE2/Hh0/fr14TWDFKhv0jkWDcd5WqUUlixZEl6TvuBcSEfF58D98/3334fXXH/qlbrkeNQR18rSN8fi3Lg/eV2rVq0827NPvv+kqB1a9BHpU9okYQU7kIazPo7mHPjtB6kt7n/e5zw5N9pF3IZpY5SDNmBR2l999VV4TdrX2p+cG3XBedL+KSvtgutEXfBzgfh7x9ob7IvvT6tfUoP5BRrsb+zvg1Oc5k5NTTUj8hJIT0/XokWL9mlc9zg5HA6Hw+HYZxS1x2l/wQ9ODofD4XA49hl+cCpk0C1KNyVdvnRzWhQR+7GiGeLuUisyiAvJqB+6xZOhXgjeZ/9WFJblXuZ9RlpkZmbm2T4eUUF9UA7qj5Wt2YbubCufFnXPNaSOSBdYkUfUBfVO1K9fP7yOR1LSzW3RuBYdyPbMUcX5WzQhI29I7bEN529F5PC+lYcp7p4mrUhwX1m5njgeaRHuMdoSZSJtRQqD9J8VMUcKi7ZgRZ5KUduzKFbuW9oz9zyjtrgm1CP1TRvjelq5xUhbUzbaBeWn7cTbWXQb5SCFY30mYEWVsg3X1trDXE9LBuuzBYvykqIh5FwHrjmfZ7+0W64V+yHFbOUQsyJXOS5th/Nnn9anJFJUf3yvcG8kQualKA1pRYxyPPZZFPCDk8PhcDgcDkeS8IOTw+FwOBwOR5Lwg1Mhw3L50nVMGoVuSrqO6fKlaz4/9yWfp0vaSj5Il68V/WElzKPrmHQZqQrSS3T5sk/OgfQc51mnTp3wmpSiFHXzU5ccg+52urDptiatwDW0ymHQjU5Khq5pUgR0hXM9uM6k9pgwVIrSXtQNNyld71wfq2wE7YVjs1RQ48aN8+yH1BHlIRV4xBFHhNdWRA33Qpye5FpzblwT7jHOgbSQlUyWc+Cz7JPtrVJElm2TziJ1HE9uapWoIKg/7hmrfTy6KwHapPWZgJVglfvC2jtWJKUU1auVxJLjWdQebd6aP+fJPWlFfHFPMsR75cqV4TVt1UoMHI90tigmi5KlrfJZtuf+tMoMWXubn0NwXI6VTDLUuN75PN+TfI99+eWXecrN8bjOtPl4JOr+hh+cHA6Hw+FwOJKEH5wcDofD4XA4CoAD+UCULIrs4ES3KF2hdGdbSQ+tOmJWHaB4VJ1V94zuVsv1SiqILt8aNWqE13TDf/755+G1VUeN7li6y+nappxsT0rtu+++C6/jc6bO6Iamm5dRUhb1aEWMMJKI7mnqkf1Tbq4/6Ry6tUnDUhfxum1WrTtSD5SDVAXXjetAm6QeGd1HesaKVGMb2gLnYNmmRSNK0aSs1BPloF5IC9CGLfrDovzYP6kX7hHq16oLR/3SHkkFSdE1oQ6sSEquM2W16pxZdBHtgu2tSEr2w3cY3yMsMkqbio9n1ajkfqPurSg5K5GmFSVG/TIxKmk4rgdtkH3yfWHVv5Si+8F6f3ANrTps3D9WYlBLd/w8w1pn7hfSyjws0B7jBWtpG5yDVW+P9sP3hBUNalGy+wvucXI4HA6Hw+FIEn5wcjgcDofD4UgSfnAqZFguRbos6Rali5PuVdIO7NNyl0tRqsqqmcVnSH9YY5CGIfXEseh2pkuZ7my6YK3ILovCZJI3upGlqFuYLmn2RZnozqYLn7rnWjFKjDLRVU1dcNOwH7rXGRVDXVi1BiWbxiWtwDZ0w1t2RVm5tqSwLHqBa0JXu5U8lLpje9omr+PzsaKkGMVJKo0Rc9xvtGf2SR1ZyRl5Td1ZCT1J27INdS1Fowct+6RMFoVh0UKU26qxaCWotRLdUo+8b8kcl8Oi5bkHaMMWVWV9AmB9MkC5aauUwaKCLWqT84zTaOyXsOg22kkyyXctOpz9U++0c+qLnxJY70KL5paiNJ61Z6xEpJTDolvZf1HAD04Oh8PhcDgcScIPTg6Hw+FwOBxJwg9OhQy6Gq26claUG2thWTXV2A/pD0latGhReE0XLp+nW5S0l5UkzqrJRkqBdBZBV7PlgibNZUWk0aUed9latZQ4HnXGa45NmdgPaRHOn7pnkjy6yBmRSPc3dWcls4y7+K0IGM6fsOrK0fVuRYASVu1B2hdpIbbnuln2z4hJUk1SNEKLY1u150jPWPXsqC/KSpqQ9C/XnO2tOoTUNa9ZmyueGNKqyUa5OTapIStxK+3NStBJ+yclxag9RgBaNfW4tpZepOj7kPJxPa2+uCacJ+dAaseK3GSfXIf4JwB5ycy9bdW/pGxS1H7YF9eBerJoZdqnFcVK+px7gTrluln0OZFMEuf4eJSP68Y23Pe0YSsKLx6hub/hByeHw+FwOByOJOEHJ4fD4XA4HI4k4QenQgaVRpe3FZFmJaFke6umEF2/UtQlz5/xeVJyVoQRqSSLhqJbmK5WuoVZY47jkmqwEsFZbuR4pI6lJ7qY6Vamq5oy0UXcoEGD8JruaSbMo45IZ1hRkpTHqs3FZHu0BSk6b6u2lbWepH+sWoV0hbO9VVeR7SmbpWvuC7bhs/HILtoD9UeaxBqDdsg1oS2ROuBakbaxKGPKatG8lm3HI6pIMVFu0jB8l3AdKBP7tWq7sX/2wzmTLmLEH2kX7gvaIGWI0z/UE98ZfAdS36SzLDthe6vGHufDOcRrIybAiEy2557kJwOULb8ak9wz1B/1EqfAEuDetnRhJUO1KEmuD+3CigC1aOv4z/i7x/rMhOtP0Ba4L+Kfpexv+MHJ4XA4HA6HI0n4wcnhcDgcDocjSfjBqZBBpdF1bCXboyvUcrtaEWLxiCq63q16QVZdJMrBaCZGhtF1TpDyokyMwqHcdPNaRhavW5ZAnKqjbjg3ur/ptuZ4dP+yX1JybMP1tBK+Wa52gv2sWLEivCa1SRpNikbJ0Z1NXZIyzMzMDK8ZtUSKke5/K9KTIP1hRadZUZ8W7cL14L6QomtrUUPxyK28QDvneFbiPVIYpAhpUwTX3OqfeifVKOVO/JkA6XDuQ+5zK2KU4H0r0tGiniyqMp6gNQHaVPz9ZI1HSoZ6siJAuZ58x9AuLMqU62zVhuScLXqRc7OiROMyWcl+69WrF17TNqyIYerYiiol+CznxvuUh2tr7ZE4VWdF+nLfc2zuk4LSfEUBPzg5HA6Hw+FwJAk/ODkcDofD4XAkCT84FTIslyVd0ATdzkyAadW5olt73bp1kb4YDcIoHCtKwnLbWy5fuppJF1iJB+nm5vytRHiEleRt7dq1kXbUGeksqx6aVauL7mm6l62EjgTd5dS7FRnIjcVIuvxc4QRd2FaUIG2Bc6Nd0Q1POs+qYUe6xIpyoTxcQ0YbWckT49QOdUb7IYVFmSwqkXqhLViRV6QOrEhFqz4jo5YYUUX6Nx5VZ9U64zwtCtSKDKSsbGPVW7SSpFr3OWdSxLSjeDJI/ozvD66tlaCRc6OOrHcP15DvD64J+6e9WBFm3Ofcq7SvOHXMOVsUOPVEfVvRkFYUM9vTpvi+4O8PK2KW87TqjcapWuv9acnN9bTqdXIOtIuigB+cHA6Hw+FwOJKEH5wcDofD4XA4CoAD+UCULPzg5HA4HA6HY5/hHqdCBrlecssMDyfXSz6ZHD35cIaosv944UNy5fyZFcrL0Fl+Z8DvBqwsvZSP34c0btw4vOY3R9b3CvxWgJw2w6/ZTzxM/4svvgivkym2an3jwG+CrAKpvG8VguV3Xfy+gd9BENQ1v+mx0jHEQVtiIVk+z+8DaG+cA8PDrVBz6ojrxj75/Yn1/RLv85sLpmOQ7O/l+L0UvynjOjDjNe3KCt/n2lrztIp2U79W9npWC+B3I5JdzJffY1kFVq3Cu8lUDmA/1jwJK+M93ztc//h3elwHvm/YL+3QSmFBvfAdRh1z/blWXBPav7WGfEdQTs7Z2mtS9P1JOTg36xtMymdlrbeyrvOdyTXn+8Z6V9HWrNQX8bQw1ndRVkoBrgPvsx++z62UHfsLhXlw6tOnj6ZPnx6uX7ly5TRkyBDdeuutkqRGjRrpyy+/jDxTtmzZiA1u2bJFJ598shYvXqwgCFStWjW9+uqratu2bYFkcY+Tw+FwOByOfUZhHpwaNWqk4cOH64QTTpAk3X777Ro1apRatmypHj16SMr5o+DNN98Mn+GBVJLatWunzz//XGPGjFGdOnXUr18/tW/fXps3bzb/EMoLfnByOBwOh8OxzyjMg9Of/vSnyL+7dOmi1NRUvfzyy+HBqXjx4mrRokWez2dmZmrp0qUaMGCAhg4dKklq0qSJ2rRpo3HjxmnEiBFJy1JkBycrlJ/uf7od6bIlXWDRSFamaClKW1lFFOlWtgrSkv6g65nP0o1MWekippuXxsQ5UAbqxcpqHc9ebmXw5RhWmLYVXs4UB9RF3D2dAHVBCsLKTE46wtJjPHSZLny6wq3MvnR5kw7jGlImUhtcE4bXW8V12Q/Xh3ZLGo3UASmCeKoJUi9xWjoB2gxd/laGdFIEnIOVvsKiWpKhYKg7pg6J07CUg+tJWpqUHO2H9m/RsJSPNsJxLWqT7xgrxQn7p665/lJUZ3wfcG60PaYRsN4H3DNWIXVrTZYtW5anrJSH86f900byy15PKtEqHm3Rp1ZlBystDPXL+VM+693O+1bFi/zSkfB9Szuk7rmHuYacJ9fcoh6LAntzcFq3bl3ElsqXL7/HyhK//PKLBg8erCAI1KtXr/B+VlaWUlNTVbx4cTVs2FDTpk3T0UcfLUmaOnWqJGngwIFh+2OOOUZpaWmaPXv2gXFwcjgcDofDcfBgbw5OGRkZkfsdOnTQ3Llz83xm2rRpOv/888N/jx49Wuecc44kqVu3bqpYsaJatmypTz75RHfffbfatGmjDRs2qHz58lq1apUkqUGDBpE+y5QpE/mmNxn4wcnhcDgcDsc+Y28OTkuXLo14l/PzNnXp0kVz5szRunXr9NBDD+m2225T69atdc4552j8+PFhu549e+q8885T69atdccdd2js2LH5ykJvXjL4TWQOJ6zIMKsAqVWYktmE4+5SumcpB8ewCkRa1AupA/bJ6Bkr8s4qHMmxeCK23Ot038YzjVM3pBusAp7UmVVsmHLTbU1aic/ymvMnjcJ1o+4st3u8qKUV6cbIGEalWdQQ21NWzpNjW9FJXHOryC/tnDQHaTSrwKdkR9hw7HiEWl5ykP4hJWFFJHGPWPuItItlX1wDrl+c8qWslInvDL4PrELapOd5n/JRF1aVAyvLPfekVUSb6xSPJLWiFWkDlIl7w4oMpW1zbbnHOGfaDqMzaUe8T7vgfa4zqfD4pxpcT+4lvuu4tmzPSOxatWqF11blBa4b9UW6kL+8uYa0Qes9bP0ekqK64frQ1q2oROrS2ttW1vX9hb05ONWqVSupou9Sjr126tRJktS3b19VqlRJw4YNC71ORKtWrVSiRAl99tlnkqSGDRtKklavXh3xOm3bti3ynkoGedeDcDgcDofD4SgAEgenZP/7NcCDMLFixQrt3Lkz/EO5d+/ekqQHHnggbLNw4UJt375dnTt3LtCYTtU5HA6Hw+HYZxRmVN2JJ56oCy+8UK1atdK3336re++9V5s2bdLQoUOVlZWl7t276+qrr1ZGRoY++ugjjRw5UqmpqRo9erSknHqnGRkZmjBhgmrWrKnatWurf//+SktL05AhQwokS0pQBOk7t2zZoqOOOir8t3VitIqc1q9fP8/7dLvTrRmnbywKjO5supLpRqXr1LpP0O1uUUx0wfPaip6jm5YuTrrv4wkwCbrMSVtQF1YUFt3ClMOiLeiOtqK/2J5ucdIIlJmu8LiL16Ju2S/XgbbA8UjJ0IVPWS33MmWIR4vkdZ+6I4VDCqpevXrhdZyGtdz83AOU26JSrUKoyRS2thL1cQ2sQsDUBRO6koKRovuTcyNNYkXeWclqaYd8ljQp9wX1RT0ygs8qLk0bpD1zbaXoenLOfMaClaDTWmcroamVGJjrTMqP+5y6tvQbz69Dqs9KSmpRbFYBa+qO86ddUNdWRB77t94p7Ie6iEdtW8lKrb1nzY2wEjcvW7YsaQpsX7FlyxZVqFBBb7/9dq7i3BZ+/PFHnXLKKdq8eXNScjZu3FirVq3S7t27lZKSovT0dA0dOlTDhw/X999/r8aNG+v7779XEAQqVqyY6tevrylTpuj4448P+/jhhx/Uvn37MAFm1apV9corr0TaJAP3ODkcDofD4dhnFKbHiWmE4qhUqVJSqRjS09O1aNGiAo2bF/zg5HA4HA6HY5/hteoKGXTVW+5oukJJQdAVSjc63aL5LQrdtqQG1q9fH17TDR+nRhKwktgxksKq+UWXL13HpJHYv1WrjpQFKaW4u5TuXFIjBOkJq2acRVVQ35yPlXiQc+BYFr3EZJtff/11eM15SXbkFvVnRQ9R9+zHoh5IW1j6ok6tmlq0c9ojdWRFcMb/zXZWJKY1Z+rFqjdHu6LcHItzs55lG+5t7rW4DfPfpFUsWsmqY8g5s0/KwblZNLlFnfDdxv45brNmzcLr+H7kX9a0Mb7fqCerpqeVDNWiumlHnD/bWElp2YZ7gbqgfcWjv6gb2jDfNxb1ZtV3tOhTtufvG4sKtBJSUtf8tMGKsJSi+qBdWYloqVdG3PJTDCvpaVHAD04Oh8PhcDgcScIPTg6Hw+FwOBxJwg9OhQy6ea2oOrpX6YKlK5iJq5g4ja7P/OqZkZ6jG5VuXrph6TqnC5d9WtEsFhVi0Q50x9NNbdWyYnI16iI+NmlFK3qKSCYajlQN3chWFJpFl9C1TeqAOmL/cTqCctAlz+etGojsl0kZaWO0PVKyHItyWzX8OBZ18dVXX4XXtDWrjlh8DNoJ21kUMClQ3ieFQdqC90nVcg25F6wklJSZtFB+dQitGosE91Wcxk2A1BbfQ1xbjsW1siJ9Cb47LGrPGkuKJnEkTUwbZrJbqzaa9S7hfGirXDfaXjL0H+/TLmi37D9ObXPdaEt8J1vRx4SVoJfzYa1H3qfuKAMpMvbJNUjmfS7ZkZ7cA7QT7hmOQZn4XuXYRQE/ODkcDofD4XAUAAfygShZ+MHJ4XA4HA7HPsM9ToUMUgfMv0DXvpUM0EpmZyVtjLtLSWHQhc3nrVpSdO1bNATduRybNAfdq1byNFJqdOfT/W1FZ8UTYPIZuqSpS4tiIG1lRXpZ0R/UI93UltyUh/Qi+yFNE6ck6Xq3Iv2oC15zbFJedH9bureix2gvpPZIJVNOzpOUUtOmTcPreB4Syk26jRF61t6gTKTt2IY6pV3QJrmf2Z5ry73GfWFFicaj6tasWRNec29wfazkllYEFHVH6oX72eqf962oRYI2RXniVF28tmYCtBPrHUjdkxqjLXGfc6xkon4J6tFK9Ml3Ld8LfHfG+6JereS73Fd8H1BujsE2lMkaizqy6hNSHra3onAlO/mwleDX+qzAolLjdSz3N/zg5HA4HA6Hw5Ek/ODkcDgcDofDkST84FTIoIuYtBJdnqTIWJ9u+fLl4TUjUEhz8DpO59DNa0VnkHqg65WLbUVVsT1dqlYyNyautFzHdMeSIrKituKRinQLc4xkKFDqyEpCyPlYNfysaBH2z36sxJiMionX+WJUHedGlzev6dq2oiopXzyiLQGLwuGcSQXRzW+51yn/nDlzwut4/SuuNW1j5cqV4bUVuci9YNFTvCZ9yrWyatJxDnzWosi5zvHEkKTnLMqYNmzVJOScua+4V7k+vLYivmirVrJVa27x6DzSfpZtkA7jO8D61IHvGOtzA47LJLOkcPnOsyIMLTqX6xdPDMnn2Y77kLqwKF2uFWWlLgi+k60IO8rG/UU7t2rNxQ8HFsVMHTOy1lor6oJ2btGq+wt+cHI4HA6Hw+FIEn5wcjgcDofD4UgSfnAqZFiRZ3QX081POqJBgwbhNWk4PksXbJzOodvaqiVH+eiS5rOW+5due7qRSbFQPt6na5/ubLahDFbdqVWrVkVkqlmzZp5jWwk9OTfSGVwHK/KE869bt254Tdc0qRor0alFczLBXpzmsBLmWfQM9WfVZ+N9Ug+cP8el65yued63ZLOiB6k70lFSNELPqkPIMUix0bVP6oG0IqOhuP5cQ47L/rl3rCSebGPVF4uPxzWkPqzIK1IvlI+Repwb58/3EPux3hEc16JFeU2aRorOk8/T7jn/Ro0ahddWUk7Ome8k6pu2Td1b7zPKZiXltai2uA3zZ6QeuR+ob8J6D5EC5t5jG/Zp1ZHj7xXqwopys2reSVE9UQe0McKqgUc75LWVTHp/wQ9ODofD4XA4HEnCD04Oh8PhcDgcScIPToUMKyqAFAbd7qQCSElZEXl0cbIenRR1efMZiw6y5OM1x6BMjOxgn5w/E0zyWYvOo7uc7nVSeKxbJ9lJ+ehutiLAeM35UCbqm3KvXr06vObc2CcjhOiyJp1BfZHm4fpJUQrDooOtqETSYXTnU0dWNJiVqI46pQx009O9zvWkC57rybHi/fJ5KxKT1BupRM6ZVIUVtcR1pqwWrchnaY9WAkeuf34/I8XCsWlXpFu4Ppw/YSXMtKL5+I7gs9Qp14a/NGiD8X5pG9wb3A8Wlcg1p74oR506dcJrvj+ION2UgGXPlI1rQPqP0a/xvjhenK7dkxy0Ma4JdWG9q2iH1LsVtUZ7JCh/fG25l7hWXJ941GwCll1Qjvi7YX/DD04Oh8PhcDgcScIPTg6Hw+FwOBxJwg9OeWDz5s16+eWX9fbbb+urr77Stm3bVKVKFbVu3VpdunTRiSeemHRfySQMpNuRiS4ZCcN+6Na1IoSkaCQe3fwcg9SgFelHty2j1uiqZ8STVVPJovDo5uc8STXQTc05x2kOunktVzrdv5mZmeG1FYXFtbJqpDGRnrXOdFnT7Uz3OteWMrNPKapL0gGcAzcsbYOyElwH0lyUiWtLWo1RTpQtXoctAdombceKrpKiEZTUDcegHLR5rjmftegs7guum0UL8j4pCCtJIq/jkVecg6V7iw7kfDhn7m0roaEVqUb5LIrE0pG1BlLUpvm8lQyTcliRWlZSRkaJUSbuT+4jKwGoRdtSd9RvnCLl83yGNBl1zHW2khhTF9Qp14F7ie88vj+5PrQ7ymNR5IwqjrejfVJn/BzAqgdpUd3WJxn7C4fKwSnvapIxrF+/XldddZVq1Kih22+/XT/99JNatWqlTp06qXbt2vrXv/6lM844QxkZGXr++ecLW2aHw+FwOBy/MSQOTsn+d6AiKY9Ty5Yt1bdvXy1YsEDNmjXLs83PP/+s6dOn695779XatWs1ePDgX1VQh8PhcDgcv10cKh6npA5OS5YsMWt0JVC6dGn16dNHffr0MaMzCCt5JN2RhFVria5MK8rD6jPe7j//+U94TVew5QqnO9uqZ0W3M9vTnWvRbXS7WpQPKSi65uORGeyX45EaY18EXdV0qVtUGtsQpBq4hlaSROo6WZkt6pWg7q1nuZ7UPakdrg8pP9oq5aZrn2tlJUm1qB1GNsZ/xjWxorisunKkGONRT3mNFafSEqC9cP68T4qIerEoEilKXZLO4BhcK1KsVgQUaU7aEu2ZcnCtrMjDeB22BKiv/Cg4zoHtLHsjxcyx2S/nb9E51pytunBWPUuuDcfle4u0cFxWKxqW41EOjpdMRB/75O8G65MEvs+sKExS2LQ7/k6R7LqM1icQtBnrdwDvc48UBfzgBOzp0LSv7R0Oh8PhcBz4OJAPRMlir6Lq1q1bp3feeUcbNmyI/FUrSQMGDPhVBHM4HA6Hw3HgwD1OBp588klde+21KlmypCpXrpyr/lKyBye6V+mmpLvUosjo7mS0BF25Vl04yY6+oxxsw/ukKnhoZKIzuovpwrX6tBJyWlEudPFaUV5xV7iV3JPykRqiUVsUHufJ+ZCqoveRfcblS+CII44Ir5kYlNSBRXlIURorGcqU82dk5Nq1a/OUm/MkXbJixYrwmlQD3fZWVAzXxkqYaVG78WesCBsrEpPUnhWdxv6tmnxWYkjuc/bPaCPuQdombTsuE22AMnEPWNFJ7Id14qgv7mfKZEVP0Z6tOmK8tqJZpWiiWOqANAyjL/kOZkQr14d2zvXnHiY9y3cs6Tarnif7Z598D5NStN4pcZDS5l6i7i1btRJJWhSeFbVo2Txtgfsov6hfriH1wftWrUPqm+vA5MvURVHAD04Gbr31Vt1666265ZZbcv3ScjgcDofDcWjiUDk4Ffjks23bNl1wwQV+aHI4HA6HwxGiMNMR9OnTR6VLl1ZKSopSUlJ02GGH6fbbbw9/np2drY4dO6pYsWJKSUlRenq6ZsyYEeljy5YtatGihVJTU5WSkqLq1avrww8/LPA8C+xxuvLKKzV16lQNHz68wIMRdAXTRUxXKyNvGM1ANy3d63SpWonnpKiLlS5PK2LESvRGN68V3WbV0bJoLspq0Q7UHfXCCI54kkS6kikHaQG65Oki5tzYD93zBF3qdFtbUWtWYky6pgkmqou3oaxWjS2rnh3tkPQJNzij6mhHnBspAvZJioR9Uo+kjmhrVlJVKbruViQd71M+iwqhXZAWoh3S9qzaadQX9xr7oe6oi/j6WbURSWdZdfssKolyEMnU/6LtUDbSvFYEMOcct2G+90h1kwLn+41jk0qyIimt9qQ/rT3CfWsl1eTcOBf2E08Ay/WxPpkgKJ8lN+2Wdkj5aKv16tULr63fSZwD9yffl9QF95FkR31alKYVicz1Jz1rRY/uLxSmx6lRo0YaPny4TjjhBEnS7bffrlGjRqlly5bq0aOHunXrpnnz5mnIkCFq166dbrzxRvXq1Utr164NP8No166dPv/8c40ZM0Z16tRRv3791L59e23evNmkavNCgQ9Od911l7p3767XX39dzZs3zxWSfO+99xa0S4fD4XA4HAc4CvPg9Kc//Sny7y5duig1NVUvv/yyzj77bM2ePVtnnnmmxo4dK0nq1KmTKlSooCFDhmjKlCnKzMzU0qVLNWDAAA0dOlSS1KRJE7Vp00bjxo3TiBEjkpalwAenO++8U//85z/VpEkTScr1cbjD4XA4HI5DD3tzcFq3bl3E41i+fPkIs5EXfvnlFw0ePFhBEKhXr16aP3++srOz1bdv30g/1atX1/vvvy9Jmjp1qiRp4MCBYZtjjjlGaWlpmj17duEenO6991498cQTuuyyywr6aAQ8ZNG9SFerRUnRFU7XKd3OdPfGXeF01ZJKsiL66M4lSOdYyQrpkrboGbp56Zrn/NnGohqtOl1xWHWlGNHHselut6LtrGgjymH1z7XletCVTZqCbne646Woy5u0Dedg1Ylje8rEqC8rSpJ6ZHtG6pFSo33Fo6oS4L6gGzne3qISLHrPStbHteVe4ty45vXr1w+vSZ+SnmDET7xmZAJWJGA8epCRbpa+SVHTxqh7K/ku30lWBCTXxKptRxukvmj/3KukWqQoVWNRadxv3DNWVBnfH1x/9kNbYHSq9W7j/GlfVvJY7oV4/T/OgWvIX6Dcw3yHcZ1pw9Y+t6g9K4LNinqlXVj7M54Ak+1ow2xnJeK09Mp5xiNR9zf25uCUkZERud+hQwfNnTs3z2emTZum888/P/z36NGjdc455+iRRx6RpNChk0B6enr4uyOR7LZBgwaRNmXKlDET/loo8MGpVKlSOumkkwr6mMPhcDgcjoMYe3NwWrp0qfkdbRxdunTRnDlztG7dOj300EO67bbb1Lp16/Dn8aC1ZGUpKFtW4NC4G2+8URMmTCjoYw6Hw+FwOA5i7E1UXa1atVS7du3wv/wOTuXKlVOnTp3Ut29fvffee0pPT9ewYcNCT9OyZcsi7Tdv3hx6Xhs2bChJWr16daTNtm3bClztpMAepwULFuitt97Sa6+9pqOPPjrXx+EvvfRSUv3QXUxahK5pulHpgrQSFfLUSDdyPDKDLl+edNesWZPnfV7TPcsxmNCPLnm6eenmpzuXbmG6rKlbnpz5LF2/NLg4nWPV24q7zBOwKFPqmM9SVrq8LbqR7ni6qekKt5IQMhIqv+gcykc5rISmbM9IP1JMlMly7dOGSStakUqkVCzaxYryk6K6p9ykYWirtElrz1iUJ/fC8uXL85wPdc1+OB/uSStCKp4k1ap1xvtWJKUVcUtdJEPzUm5SlXT1c32o37PPPju8fu211/J8VrITMVL3lC9OVydAW6Uc1BfXnDpldCftyKIzuXesWoVWYlwpOjcrWo3XVpQ115ZrZXkU6tSpE17Tdjg32o6VDNSi1eOwktpybrzPtbIiRvOL0NzfKIo8Tjt37lT79u2VmpqqyZMnq0+fPpJybDsrK0sXXnihJKl3794aPHiwHnjgAd13332SpIULF2r79u3q3LlzgcYs8MEpPT1dvXr1KuhjDofD4XA4DmIU5sHpxBNP1IUXXqhWrVrp22+/1b333qtNmzZp6NChSk1NVefOnTVr1iwNGzZMJ5xwggYNGqTU1FSNGzdOUo5zIyMjQxMmTFDNmjVVu3Zt9e/fX2lpaRoyZEiBZNmrkisOh8PhcDgcRGEenDZu3KiBAwdq9+7dYYLLu+66K8wpOXPmTJ122mm6++67lZ2drQoVKujFF1+MMFTvvPOO2rdvr2HDhikIAlWtWlWzZs0qUA4naS+L/P4asNzudNVbdXd4n+5Luinpgo4XIuYYVn07trFqz5GSoFvcqhFGdy7dyFbUDmlIq+6SFV0TT/pJuol0jlUDzUq8Rje8FfFB+oxud8rKaCu67UnD0Y1ONz8RT/RJG6BeSbdQDtIcVlQd14HRQ2xDnZIu+Pzzz8Nrq6aaJRspzFq1auU5LylKMXCteJ/rwPWhvviC4f7hNe2c7bk+VpJYKykt+yTi+5+6YV9WvT2OwX1FWSkfdcE+uYetOocWtU383//9X55tqF8p+guFkW7cG5SV7ypSXrQFvhtYA5LtST1ZyTZJYVn0Od9VnBvtNv6JB/eGVZeS93lt1b3jfGhjbE+7YDQjI6+oC74Xaf98n+UX2WclO6bOeJ/rb9HtfIfFf9ftbxTmwemLL77I9+epqalmNF4C6enpWrRoUYHGzQsFPjg1aNAg3y/QEyF/DofD4XA4Dh0cKrXqCnxwYvIoKefk/+mnn+r1118vME/ocDgcDofj4IAfnAzceOONed6fOHGiPvroo6T7oRvVqq9lJRijy9LiJq3kZ/GxCSsKg/LRhc9+LJnozraiJegiJpgYj1QQdWRFdsSjKzgHUlJ0kdMNTyqBUYJWPT+6ztknqQ0+a9VXIxXGNqRLmGCRNJcUXR/SE5wz50aKgfqja9+q4cdn6YInFdCyZcvwmnrks7QLyk96lW3iEZOUic+TYmR0H22JdBPXjeNZNc84B4siWrFiRXht1eEjVctks6RCpOia8Jr6oL2RYqKNcTzqwooMo345Nz7LPq3oTAtxGp7vA+4Hvp+sdaPNW9FwtH/uCyvSkfMnZWzVEiW9xvXgWHzXSFE9cb/RHrjvud+oC645bdWK+qSOaJ+0LyvZpvUOI71G3cXBNeG7lPbDPWzNh+2LunrHoXJwKnAeJwtnnXWWpk2b9mt153A4HA6H4wDC3uRxOhDxq30c/uKLL0b+6nA4HA6Hw3Fo4UA+ECWLAh+cWrduHXEHBkGgrKwsfffdd5o0adJeCUH3Kt28dJHSLUxXKN23rK9Ed288DbvlFrboOVIspCSspJTsk2PRzcv7dGdzbnTB0k1ryUN9xak6qw6ZVavMiuyworYoB+kCzpNyk4Kgm5rRKVYCUCYMjFO1dG1byTdpD6RMaUtWJA3pBuqb8+dYzFJrrX/16tXz7JP6pf3HqTorMor0EW2S7RmRQ7qZuueaWzW5uIZcq+bNm4fXVjQbdUHaibYgRekZRlxaSRKt6C4rEpdUMse29jzbW5Gq1BffKdyD8V80RxxxRHjNPUNbtd4T1vuTz1o172hv1rvNilSkDNanAFaNRCla65DycQ0pE22Bclg1Oikf5bD0QlgRyZTBSmgcp85I73EPWBHN1LdFGVpJP4sChwpVV+CD07nnnhv5d2pqqqpUqaKOHTvqqKOO+rXkcjgcDofDcQDBD04GRo0aVRhyOBwOh8PhOIDhByfgp59+KpALMJn2dC/Stcn7pHPopqQ7lhEoVkRVHJSN7mm68+litWohWTXf2I9Fc7EN+yclw6gl0i6cP+XhdTxykPqji5l91atXL7y2oo3YD93LnI9Vq82KNqI8dIvTdU5KiescTx7I9eR43KTWNaleustJMVk176h7rhVd+JwD28QjjPJqn5/7n2NbtkFbov5IpVAXcXo7AYuGtmyVtKqVVNaKfotHm3GtSbdwzlY0GL+/5LNWpBcjrL788svwmrQdbcGqnUcbsaIQ44k+SedYdCNhJeukjq1aktQFQdo6mUgtKwKaNUYpZ7w+H9/11rpxD1BHHI9y8F3F+RB831qUF9eNcnI9ODdG5MXfw9xjfFdxL3GenD/3qhWVm9/vvf2BQ+XglFRUXaNGjXTnnXdGfrHEEQSB3njjDZ111ll64IEHfjUBHQ6Hw+Fw/PbhUXXA3Llz9cc//lG33XabWrVqpWOPPVY1a9ZUWlqaNm3apKVLl+q9995TiRIldMstt+jqq68ubLkdDofD4XD8hnCoeJySOjg1adJEU6dO1ddff62pU6dq/vz5evfdd/Xzzz/r8MMPV+vWrfXoo4+qa9eupovf4XA4HA7HwQs/OOWB2rVra9CgQRo0aNCvKgQ5fnLX5Hr5rRB5eSqfxSvZPl50k7wzOWHKQf6Z392QE6ccVqFa8u/k9ePhuAnw4MksvZSZslkFMfntRvx5fpvFvvg9AsHvLPjNkpUigvetEHR+y2IVvuQ3J3yWXH8cfMYKnbb0ZH2/Vb9+/fCa6Q6sMHV+m0Rd8/sIK0u11Se/p4inI+Ce4Ri0Jc7NSilhFb+m7q0QdMrKNbfCyflNh1U5IJ512SrgbH3/lcw3JNb3i7RJykS7oAzUO22Q62mFlsftme8r6pjf0XDN2Rdtg7rg3HiffRJMg2CF3VuFvZnKwWoT/6XJdybbcS9Rx9Y7jPZJvXA+tEnaAu3NyuRtFdq1ihTH9ct/Myu6lUWcfXFf8Ts6PhuvpLC/4Qcnh8PhcDgcjiThByeHw+FwOByOJOEHp0JGPAQ3AbrCeU1XK137VhZcui/j4d50+dJ9zmzEdBHTVUuXt5UVl+NZGWEpH+UhFUQwJPrII4/Ms3+6aeOZw62wY0vfBHVElzpBFzbHtjItkxZkG6ugskU1sH3833TbM6yX8+E1+7UKbdJ1zmsrzJhrQnkop5XigDKQIiVFIEWLQTM9h5UhnbQV55BMWDf1ZcnH+dPurHlaVGV+Gf9ZAHjNmjXhtUWBWwWsrYznBPVrUfukeZj5+/PPPw+v+b6gPVJfUlSvtB8rsz/fgRyDz5IW4vw5NnVhvQu4t63i3ByLOuI7PN4/9cF2tAErRYqVXoPvG2vfWpnTaS+cG/vnmnPO3Odx6ow65tjce9ZnKVxzzo1jWNTr/oIfnBwOh8PhcDiShB+cHA6Hw+FwOJKEH5wMvP766ypXrpxOPvlkSdLEiRP16KOPKiMjQxMnToxQAvnBotLo8qebllQQ3ZR0fdItbBUOlaI0HF3GjFogLLe4lamb7mzqgzSXFYVFCuKrr74KrxlhxzmzPecfdxFTr9QN+7KKlnI+dENbEXmMQiS1Qf3SpWxFhXA+Fr0SL8xJNzzXh/3SlqgXgu5yRglRF/ECwwlYxUytbOlWCg/aCLMRx+ko/ozRnbxetWpVnv1atJoVbUjaivd5TQqCspJubtCgQZ4y8F0QX1vKzb3ENaR9cl8xkorrYGWRX7lyZXjNPWwVUWafpA6tPUm9xO2IfVkFZvm8FVnLtbL2PNtTVu5J63MIRltyj5DaIu2WX2Z6tuP7mvvNyn5vRc9a9D7nSd1bRdUJJoG2Iia5NrQRKRoNSVtnO75LqQvaOfvhs7S9osChcnAqcNKlIUOGhC/Yzz77TDfffLO6du2qVatW6aabbvrVBXQ4HA6Hw/Hbh2cON7B69WplZGRIkqZNm6bu3bvrzjvv1CeffKKuXbv+6gI6HA6Hw+H47eNQ8TgV+OBUsmTJ0C0/Z84c9e3bV1JOVIQVuZUXSAXQvUpXKF2TdIXS1UrahS5iK8ldYg4J0A1N969VtNJK7mbRhKTbrOSRpKHYP12+vCZ1QDqCrvM4VWdFoZA+o1uYaxLXXwKk4SzakvrlWlFWS9cWhcX+KacUpWRoY/k9kwCjZNiedAld5FaiU1Kelsuf961isVZ0Dtdcito6aRu6/C1KxgJ1x/lzf5K24ZwJ6rFhw4bhdTKFY+PrzzFIT1KXfAdRL9yT7Jd64d6zCl5bSRy5R6g7vpOsBLPxyFBSQEyaa9FQbG+9P6xkqlafVsQXYRUtpj2TjuL+iq9/MlQar63kptSXVRjdiobk3rGKP/MdbiXVZIRdPHrQitbjPuF72Iri5HicA5P1FgX84GTg5JNP1k033aSTTjpJCxYs0PPPPy9J+uKLLyIVxR0Oh8PhcBxaOJAPRMmiwN84PfjggypevLhefPFFPfTQQ+FHy7NmzdKZZ575qwvocDgcDofjtw//xslA3bp19dprr+W6f9999xWoH7og6VJnlBjdq1ZtHro+6XbOzMwMr0kLxcezoorotuXzdP9aUX/sk+5VS1YrUo3z5/UXX3wRXtP46CInvSJF3dnUPedjJe7kHHif7nwrMR7nxgSjpJ4om6WXeNLHBOjiTvZnVk0yK3qIa2vRXJbcVtI6JtWka56ykQqJJ0kkuG7UMWs3UibSKlYkHW2EyQmpU6suHm2VNALl5Jyt2m7xJK6kYSwqhXqykgRybfleqVatWnjNNadM7MeqeUg6h++hunXrhtdcG0YYSlEdU1a+k6gb7g3LTqxalVZtR/ZPm+eaW8ldSedadeTi9UNJvfJ3AMew7JMyUUdcQ/7OoE3SttkPP7EgRcg+reScVvSjFKXYuCaUg59PcE1oq1Y9u/ie2d9wqg7YsmVL+F3Mnr5jKurMpQ6Hw+FwOPY//OAEVKxYUevXr1fVqlWVnp6e54edQRAoJSUlqQ9PHQ6Hw+FwHFzwgxPw1ltvha7Et956K6mImD3BShhJN6dVX4peLfZDV75FL0hR17ZVV430HN3CfJZ6YCQFa1WRbrEoGbrjGbVF17YVFUYdUX5SAVLUDU25reSePABTF1Z9NrbhnK0IGyuyzYp4seqUkQqRkqufRpc/dWFFtHFsrhWpHUbYWGBUVfXq1cNrKxlmMvXspKieSDFwzUkZWIkYSZdYiS5JW1kUm7UPaSNcJwaVcB9R75Jd95HysY0VJUnKg7qg7ikTI9W45mxP26EeuW5WNG888S51aSW6pH1aEWMWbcf9yWc5NzILXDerjhz74ZythLTxdzLnaUVc09645lZyXIuqt5IBc324d6hT631OefhsHLQ3trPkoK1atVj5O8yKRN5fKMyDU5cuXfTvf/9b27ZtU0pKiqpVq6YnnnhCZ511VtimUaNGkUS7Uo79kmLdsmWLTj75ZC1evFhBEKhatWp69dVX1bZt26RlSerg1KFDh/C6Y8eOSXfucDgcDofj0EBhHpw+/vhj9enTR2effbZ27NihG264QWeffba++eabyDe9hx9+uN58883w3/FvnNu1a6fPP/9cY8aMUZ06ddSvXz+1b99emzdvNlNvxFHg4+nIkSPzpOM2b96sPn36FLQ7h8PhcDgcBwEKM6pu48aNeuyxx9SjRw/97ne/09y5c7V79+4wJVICxYsXV4sWLcL/yABlZmZq6dKluv766zV06FD16dNHb775prZv365x48YlLUuBo+r+9re/6Y033tCUKVNCgebOnau+fftG6qntCRZFQPclIxB4f/Xq1eF18+bNw+uvv/46vKb7Mr+6bQTdrVYUCvviSZbRTIRVX4vgPHnipcvaSgBqJZ6L1/niM3RnW/Qh29CNTDmsCEBG6lkudbpOOU+um1VTi2tASkmyE8YRFp1D97dVt4o6Iq1q0c1WzS9SGFYyP1LSvM9npagNUFbOn/QZZeV97guLGraSlZJGID1H2yaoR15b0axxOSgfx2BftD3aBd89nA/pU1LdyUQhcp2taFDaLelmRlhK0XcG5bYSgHI+tDGr7p+V6Jb2zL1Keo5rTr1biXS5hpSH85LsqDLKzWtrzbmfrSSRFvXOa66t9c7nu9CKlot7MKzae0y4ys8PrHcG50xZaRdFgb3xOK1bty6yr8qXL59UkFkiejOePzIrK0upqakqXry4GjZsqGnTpunoo4+WJE2dOlWSNHDgwLD9Mccco7S0NM2ePVsjRoxISvYCH5wWLVqka665Rq1atdK9996rL774QuPHj9fw4cM1atSognbncDgcDofjIMDeHJwSJdwS6NChg+bOnZvvs9nZ2broootUvnx59ezZM7zfrVs3VaxYUS1bttQnn3yiu+++W23atNGGDRtUvnz5sNh5PAVImTJlIn9E7gkFPjhVqFBBzz33nEaMGKFrrrlGxYsX16xZs9SpU6eCduVwOBwOh+Mgwd4cnJYuXRrx6ibjbWrZsqU2btyo9957L3J//Pjx4XXPnj113nnnqXXr1rrjjjs0duzYfPssSNBbgQ9OkjRhwgTdd9996tOnjz7++GMNGDBAzzzzjFq2bJl0H3RT0u1ItzNdxKzPRSqI9JwVFcYaWVI0SoYuXHKhdOfSbU1aha5TK1GdFS1CGSwXOdvTlU3ZOGfOJU7V8Wc0UrrMLQqTrme6quM1thKgq51rxX5Ii1g1vCyqge7uuGuac4tHZSXA9YnrKQGrTpxFH/I+5aOrnve5HnzWovas6EnJjiqyIiaTSR7I/cP27J/UPJMecs0titBKpEqaJx6pyKgvri31wX5J49L2LPqL97nPLRrWshHOh+vM/nk/HgnFXxzWJw2U26LeuebWXmAUI/ekRVtZiXS576g7vgv47iBVKUXpStok52ZFjHFvWBFmXH/uMeuTBOqR+8uKhGOfVgSvFLVp2gDpOdJ+VmJQq1aj9T7bX9ibg1OtWrUKlP+xRYsWWrZsmd566609RsK1atVKJUqU0GeffSbpf2eB1atXR7xO27Zti7y39oQCfxx+1lln6bbbbtPf/vY3TZkyRZ9++qnat2+vE044YY8nOofD4XA4HAcnCvPj8OzsbLVo0UJLlizRrFmz1L59+z0+s2LFCu3cuTP8Brl3796SpAceeCBss3DhQm3fvl2dO3dOWpYCe5x27dqlRYsWhaff0qVL66GHHlL37t31hz/8QUOHDi1olw6Hw+FwOA5wFGY6gsSh6f7771e1atW0aNEiSTkfh1eqVElZWVnq3r27rr76amVkZOijjz7SyJEjlZqaqtGjR0vKKXuUkZGhCRMmqGbNmqpdu7b69++vtLQ0DRkyJGlZCnxweuONN/K8361bt9AdlgysfAmkraw6PYyqYz9W1BbdsVLUFUrXJt2odIUzwoZj0BXMqAC6eTkHq1aTFXlGmoOuTMuNzmfjNBrnTBcz3cqkW6x+2Z7uYvZp1aSja586osvaSh7H9eQ6xV3hlvvcSpjINaSOrASgcVvKC6QtuP4WtWvVv7KSCsbd8dac2ZcVPUm7WrlyZXhN+6eOrQgz9s/5sH/qnTq1EgzGI1WtdbNqKZKGIuXFsfm+sSJPrW8fKCtpS45rJUklpZRfBCztx7Jh0vhWAkjam6U763MDgnZB8Jeg9VkA5xJPTmlFllI+/g6w6momE1Vm0eq0C86BnzBYv3us91Y8epC/A6x9RV1y/1iRdJxDvAbg/kZhHpyWLFkiKRoRJ0lXXnmlHnvsMZUsWVJfffWVrr32WgVBoGLFiql+/fqaMmVKhOZ855131L59ew0bNkxBEKhq1aqaNWtW0jmcpL38xsmC9Y2Mw+FwOByOgxuFeXDaU/tKlSpF/mixkJ6eHnqr9hYFPjjt3r1b9913n1544QVlZmbm+suhqPNIOBwOh8Ph2P/wWnUGbrvtNj322GO66aabNHLkSI0YMUJfffWVpk+frltvvTXpfuhqpSvcigqxIoTYnq5zujjj9AoPe2xHioEuVivRHftlyne6eelqpguarlm6WnltJcak7ti/FWkhRd3w1J9FZ1muc2utGJHADZFMbTfSKFwbzo0UASki6isOrptFW1h0E+dMupGudvZDNz8jiTg3K8qHc7OSsFoJMyWbAqVMFh3Mv9BIN9GWaKtW/S+rxqJFMVOnnI+VMFOK6o9j8HnS29QF9yqvLerEirzjO4L2yTUnpWRRfuwz/lcy9yf1bdXq4zypV+qe68P9yX3LNuyTe4zzpx1ZyUmpR65tnGKnHHzX024ZQW3VIuUYnAP1xfacj/WOtGqbsn+uP8eKU57UE/uyKFPOk8/yvcXfe9yrRYFD5eBU4Ki6KVOm6NFHH9XgwYNVvHhx9enTR4899phuvfVWvf/++4Uho8PhcDgcjgMAhRFR91tDgQ9OWVlZYZmTcuXKhafd7t27a+bMmb+udA6Hw+FwOA4IFGY6gt8SCkzV1a5dW+vXr1fdunXVqFEjzZ49W8ccc4w+/PDDfGmTOEhh0L26Zs2a8JpuStJTdIXT1WpFcMSjYuiGpcuYC0nXqVXDi9SBFZHH/unapXvecuETpP/oCqZr3qL8pKj++DzHy6/GUgJ0FydDbVoRT1a0DPVCvXMsyhCHRc8Q1vpwDUlDkIaljdCFb9GKVpSklaiO8pBqsSK+JLuWHl3+pEK+/PLL8NqKGLRoRVIE3MPcq7RJ7kNStezTijaLJzzkPPmesJIvkibhHuMcqCP2z/1m1Z7j/NmebQjaM3XNfuIy0e4ZuUW9WrSNRVVZNTCtZK2UgXuV68xxaVOUmW3iUb/UH+2eslJ/1ica7IewIlSt6Ebe53oyqSrpbM6ZeqR+4+Dc+M4g7cdrvnt4TZsvSGRYYcCpOgM9e/bUm2++KUm68cYbNXLkSB155JHq27evrrjiil9dQIfD4XA4HL99uMfJwJgxY8Lr888/X3Xq1NE777yjRo0a6ZxzzvlVhXM4HA6Hw3Fg4FDxOO1zHqfjjz9exx9//D71QVewFdllRd7Q5U86iq7TeBIytiMdwHakRuhKp3ykXqyoP/bDseiaZQQXkxA2btw4z7FITZCCyC+pnkUNMZKG7nP2ZdEqTCpmRRJyHUiv0IXPWnWkRZh41KKteB3/N/Vk1fmiu9xKSEfdcR1oC5btEOyftkAqgGORgsivACV1TAqDc+bzXDeOTd2T5iLNQaqGNm/VjqMuSClZSQitqErJrldJvXIMKxqOtCLvcz5sY9XYI7h3aDtWBKdld1LUrkgNEbQfXpMOJc1j1T3kvuIach24VrRJvhf5LG3Hqv8Xp5S41rRV3meC3vr16ysvWJHYpPnYJ2uG8p1kRblZ1Cl1xPcW10OKrpWV1NdKjmztVe43rnlRwA9ODofD4XA4HEnCD04Oh8PhcDgcScIPToUMKo0uVVINdJHSNcn2VjI3RmexTynqzqXLmJSH5WKnuzneb16ysh+6WunOpmu2evXq4TXpL45lRe3wPimVuNxWQksrqaCV9JIJ6WrXrp1nP6Th6C63Ings1z7vsx/ORYquuxU9yb4oK+fG9nR/WxF9HIt2ZNX8svRCWPOM95lMsk62IYVF2oa2SqqCdmXRfBYtyP1JOoNjUe+UmfYVf562QcqD68a58Zo0HOdpRYBx/3OdeU1KxqL/uJ8t2jYuK23Jsj3qwqpPyDWh/ZCSs+ZgRS1a1KO179iedhqXie9Dys13Gttb0dy8b0W00p6thLOkJNkP7ZF7yqp5J0XX0PqUwKo3yPlbyW3j0Yr7G35wcjgcDofD4UgSh8rBqcDpCC677DLNnz+/MGRxOBwOh8NxgCI7O7tA/x2oKLDHaevWrercubPq1Kmjyy+/XJdeemmkxlWyoIucrmm6y63oHF7TpWrVHSMtIkXpMFJGdJGS2mB7ykqXMl3SdKMy2SBlsig/i8Kk65xuYfbD9vFIQuqJbmEriZ+ViJOuY9JzvE+ag+5/3qd8dMdbyemod65N3BVuRe5Y0TCUm/1yDdnGqnPIa86Na0LXPG2KdkfbJi1AHcWpHStJoCW3VTOR41lRSMuXLw+vrchVi/60an5ZFc3jVDh1TFtiX7QHzpPvKEaS8tm1a9eG14zcrVu3bnhtJZvkswRtkL8oqF+LepeiNDHthPOh/qykr6QnrVp61qcEbMP9TNu2KFKuofX+k6LrZr1jrbqf3BucJ9eZ7zNLbu4Fq2Yk7YW2YNUUjEczM3qOOrAiN9mGeiH4bFEfRtzjZGDatGlat26drr/+ek2dOlX169fXWWedpRdffNH8nsPhcDgcDsfBjUMlAWaBD05Szl/sN954oz799FMtWLBAjRo10iWXXKKaNWtq0KBBWrFixa8tp8PhcDgcjt8wDpWD0z59HL5+/XrNnj1bs2fPVrFixdS1a1ctWbJEGRkZGjt2rAYNGmQ+S3ckXY30WlnJKUkv0QXLNrzfsGHDyNh0edLF3qBBg/CaUR9W1ArdyHTb0hVsJYmj25o0Et3R7J/0B13nVnRaPMEcx2ZiTbqO6S63EhFy3diGLmJSOHSXsx9SIaQj2D/7pAvectPH++XzXFvOme55yme552kLbM8+ueacj0WF0J1PW+C47DP+wuE8LRrKioakvmhjnA/X04oG431Gt5Imp5zcn5yPNZYU3ZN8nnJw75HaS+YlTV2wT9rb6tWrw2vSrZSb7a3PEKyINMmuh8f3AcewEnpyDal72jb1RXvhvrL2lEXD046oR6vmnxTVAfXE9zOf5/pzH9LeqBcrwSTl5t6mjihrvXr1wmvagrX+tEEpup60DYsytX5Pkp7lfovT+PsbTtUZ2Llzp6ZNm6bu3burXr16mjp1qgYNGqT169fr6aef1uzZszV58mTdfvvthSGvw+FwOByO3yDc42SgRo0ays7OVp8+fbRgwQK1atUqV5suXbrkqvjtcDgcDofj4MWh4nEq8MHpvvvuU+/evc1kbFJO1AbdmHsCD1l0kdJ1atV2spJnxqM2CMvdzKgiKxkexyblUbVq1TzHohvZqrdGWMnP6L4lvcT6TfnNnzQm3bkW7Ucd8Zp0HiODSBEx4ocuco7L++yHm4kub6tOE/uRorQC6RAruSMpM66zlXCSbnGLUqEurCSJXB/2z/lbkUqkiKSoXrmGlI/3SWFw/1B3tAvOh/1Qjxb1TJunPVtRjrTTeGJDympRidQF6SYruSH7tJJhWrZt1dWkfVLXmZmZ4TXtJb5XSSVRVq4n21jRVrQ3ymq9Mwm+YyiDVdvSSpjLsXg/v2hYUveUw/p8wPqMgXuYEcCseci9xPc59cI++ewRRxwRXpNGtiJspeg7yaofyTZWZDlrGFK++PuwKHAgH4iSRYEPTpdccklhyOFwOBwOh+MAhnucHA6Hw+FwOJKEH5wKGXQvW65dC6Q/6MrlQpDCioOufdIzdHlSPlIGVtQbXbukC+h2pnx0o9P9TZc12zNpXTL1m+IJLK1+6Va2EsNxPFJV8TpxCdDVbEW/WO51K0kiqR2uTZzmYHJPUoC8T/qEdANtyaIIqCPaEakQutH5LPX+1VdfhdfUEcclLUCKKF7ny6JMOH9SI5TVqotG+bjmXCvam0WNM/rHqhFnRZWuW7cu0hdpFa4DZeLeI93GeTIyijZsJWWNR6gmYFFHFm1LOoaUSn6/QKx6ldQ350+5aRdcBytJLK8pk1XnjtekeakLKwqV7aXoO52RdNa7njbD+XOf8x3DvcQoa+t9zvc27YV2l0yiX9qIZFPX3G9WklGrxiTtwkpcvL/gByeHw+FwOByOJOEHJ4fD4XA4HI4k4QenfDB58mQ9/PDDWr16td577z3Vq1dP999/vxo0aKAePXok1YeV9NKKKiKNQDct29CtTRdxPNka6S0rqojP0/3L6DneJz1F9z/dxaQOGGFjRaRYCTapC8JKCihFaRK6eak/i2KwaoFZbnQr4pJu8Xi0SQLUnVV3i/riWkpR++E1ZeIYpCfoYrcSi9LVvmbNmvCadBZB27MoRqsGF9eQNh+HVWOQNsOIUa4V19xKIEtYclvRkFYdRtp2sjXcqA+uCeWmfBYFziSJ1AVBfecXQZwA9xE/E6B9clwrqapkR71xTfjuof64Z6hj6o4yWXJbkc58j9C+rKSXXEPKH6ewOGfuJStyk2tuJbrl+ltyW9HapIUtetKiF/mOiJcho2647vzdE9dNAtanEcm8M/cXDpWDU4ETYD700EO66aab1LVrV/3www+hYaenp+v+++//teVzOBwOh8NxAOBQSYBZ4IPThAkT9Oijj2rEiBGRE/qxxx6rzz777FcVzuFwOBwOx4GBwjw4denSRWXLllVKSopSU1NVo0YNzZo1K9ImOztbHTt2VLFixZSSkqL09HTNmDEj0mbLli1q0aKFUlNTlZKSourVq+vDDz8skCwFpupWr16t1q1b57pfqlQpk37JC/HkdgnQ7WrBSvjGPkmpxSP11q9fH14feeSR4TVd1VxU0jakRejy5XiW65xRQtb847WNEiDNZ9E2HDfu1qXO6GKmbtiGc+Yc6JK3ErVZNcn4LF3YtBsrmaFFqcV1wbHr1KmT533LFc6xKbfl/qaOLQqT90l/kGqxaoFZEaNxeslK7knal3Oj7VnRjdacrYhMK/KQdASpFkYGsk+uefxdYNVDo91a1CPnzPHYhutGOWir1ItFHVl7gevGtWHEmxSlK7meFu3LKCzaJNeE97k+vM/5W5GavG/1w7UlRWbVwpTsmnGkFakn/tHOdwMpab6TLRreStBp6YvRrVbEI9+LnH/8GY5h1YC0ZKKd8/dWfomf9wcKk6r7+OOP1adPH5199tnasWOHbrjhBp199tn65ptvwrXu1q2b5s2bpyFDhqhdu3a68cYb1atXL61duzaMam3Xrp0+//xzjRkzRnXq1FG/fv3Uvn17bd682YygjaPAWm7QoIEWLlwYCdGUpFmzZikjI6Og3TkcDofD4TgIUJgHp/gfGM2bN1dGRoaef/553XDDDcrOztbs2bN15plnauzYsZKkTp06qUKFChoyZIimTJmizMxMLV26VAMGDNDQoUMlSU2aNFGbNm00btw4jRgxIilZCnxwGjJkiPr376/t27crCAItWLBAzz77rO666y499thjBe3O4XA4HA7HQYC9OTitW7cu4qUrX768ybwQCU9bopzO/PnzlZ2drb59+0b6ql69ut5//31J0tSpUyVJAwcODNscc8wxSktL0+zZswvv4HT55Zdr165dGjp0qLZt26YLL7xQtWrV0vjx43XBBRck3Q9dzXRh0+XJEyYjLehOY3u6Mtl/3C1Ml7RVY4gJyRhhQZc8E9pZUVtWpBsjPqwoP7rpreRn1rPxyDvqiS5/6oLuYqsWGNeEMlmJS0mlkSKly5uwqB26o+n+jq8tqQTWnmI7UmNW9GA8yWQCVpJRyso2VvJUysD1IE1j2XPcHW9FolpRbFwrqzYkxyPlQRvms7Qjq74W++Q82SfnHH95kiaj/rgHLFqJ8ln0F3XHd5L1rrKiW62EjJSNc44ng+QvEdoVaR6+D0lDURd8T3Ju8b/c8xqL9sJPDDhnUuEWRcZ5Uk72H++L7wy2s6JHrQhQK7Eq7Zb9Uy9WTUbapxVJTRvhJxZSNLKS/VrRkKTqrBqlVsLRosDeHJziTFWHDh00d+7cfJ/Nzs7WRRddpPLly6tnz56SpOXLl0vK8SAR6enpYULTVatWSYpGX0o5tk8b3hP2SstXXXWVrrrqKm3cuFHZ2dlmgVuHw+FwOByHBvbm4LR06dLIoTAZb1PLli21ceNGvffee7l+Fk/Fk6w8PKTuCXt9PN2wYYOWL1+ulJQUpaSkmHlsHA6Hw+FwHPzYm4NTrVq1kjosJdCiRQstW7ZMb731ltq2bRveT3iali1bplatWoX3N2/eHHp1E+V2Vq9eHfE6bdu2rUBnmAKnI9iyZYsuueQS1axZUx06dFD79u1Vs2ZNXXzxxRFXrMPhcDgcjkMHhZmOIDs7Wy1atNCSJUs0a9YstW/fPvLz9u3bKzU1VZMnTw7v/fjjj8rKytIJJ5wgSerdu7ck6YEHHgjbLFy4UNu3b1fnzp2TlqXAHqc//OEPWrhwoWbOnKl27dopJSVF7777rm688UZdddVVeuGFF5LqxwqhtrJ0W9+o8FkrhDa/QosEC0EmPjiL92UVOeU3QVZoNmXld1MsKMlvCKwCj1bYuPX9SVxW6onGy/GsjOdWcVYrXQK/Catbt26e/VuZhqlTtrEKREvRbzwoh5X9nAV5raKg/D6GoE75TRTDwym3NQeugfVtFeWMf6PC71e4PoSVFsL6bog6YhsrG7tV5Jaw9gW/6aCc8XQElo1Z3wRRDn6DYn13Zn0fYu1//qFIqsHKqG31Ex+X7wDuAUtnHJvz5F7iO486Yv+8bxXL5pqwfytlA/eOlQZDin77w59Z70buAcrEa+432q1VtYL3rfcFbZj7nJnDuTbx/UydcZ7WN3h8v/EbUY7B6wPxG6dkkTg03X///apWrZoWLVokKed3daVKlZSamqrOnTtr1qxZGjZsmE444QQNGjRIqampGjdunKSc30EZGRmaMGGCatasqdq1a6t///5KS0vTkCFDkpalwFqeOXOm/vnPf+rkk08O73Xp0kWPPvqozjzzzIJ253A4HA6H4yBAYR6clixZIikaESdJV155ZRjRP3PmTJ122mm6++67lZ2drQoVKujFF1+MBHK98847at++vYYNG6YgCFS1alXNmjUr6RxO0l4cnCpXrpwrCkTK+Ws1XjfM4XA4HA7HoYPCKqWSTL+pqal7jMhLT08PvVV7iwIfnP74xz/qpptu0t/+9reQPsjKytKQIUM0cuTIpPvh4cuiAuiatlzEVqZcK+u0FHVn0lVNdzbHYL9WiDNB1yn7scKuSTvQHU156LJm6C7vc57xUGkr2zgPu3QLc01IK3H+pIjoaufakkbgelqFmvks3fHUBfuJry3lJlXDZ0gfUn+kgig3w7Et2pL950eZ5iW3RbWRLqC9xP9wIZVAasCyW64zqTHSkwT7sVJQcD78yJJpPaxUCwTXI/6HmJXNnPrj2tLGrKKtXE9SIdw/1LdV/Jf7nPqlLZDC4/049crPBKjvZDJ4c60onxWab2VU5xz4jiRIHzO9CMO6aZvsM56+hGto0W20Mb4PrMoGXGeLnraKPFvvJNqtVZyaa0AdSXa1Ce5brg/nkJfD4reGQ6XIb1IHp9atW0eMfsWKFapXr174zUpmZqZKlSql7777Ttdcc03hSOpwOBwOh+M3Cz84Aeeee24hi+FwOBwOh+NAhh+cgFGjRv3qA1uRA4y8srI00+1Mt2j9+vXD6/wyh3Ns0m2MkmGECd3CpG1ISdAIODbHYj902VpZcy03rRXNk18RTc6HbmheU8d0t1vUA2kR0gjUBWWiq51ublKbfNbqk3qJF9Gk3FwHzpPjUSaLbuS6WRmC2d6iNmkL8YzCCXDdrCKijHiKz4GyWnvGiuIjbWN9KEnbo05Jf1BuUl4WPcv7pLziNIpFGVpFoi25OTfOn/bG94JVIJvzpKzsk7bKNlZVAClqY3zHWLJS91b0rUUrUne0YVJppJu4VqQY+Y7gniT1ahW5lqJ65d7g+4Z9WRGg1J1FPVL33PNWgXGuP3VKHVmHgDVr1kT+TXuwqH5eWwWcqQvrM4aigB+c9oCPP/5Yy5YtU0pKijIyMtS6detfUy6Hw+FwOBwHEPzgZGDDhg264IILNHfuXKWnpysIAm3evFmnnnqqnnvuOc8g7nA4HA7HIQg/OBm44YYbtGXLFi1ZskRNmzaVlFNr5tJLL9WAAQP07LPPJtWPRRexMKsVqUD6g25KurLpXo0XlOR4Fu3DMegiZcQL3dZ0NVvFPC1KhQbEa7qs6Ra33O5WIkHJpq0YSUVXNeWgW5xUpZXcj3QZn6V8VuJBFq+0kjayny+++EIE6QDqnuNxHaxEhFaSUYsusvqhvdA+uZ6M+OI8Sc/xWdK88TGsCFWuOZ8nzWEVErZswSpazH3BvcM9woi5zMzM8NqK7IzLxzEsCoxgX9QFdUy9cF9Zc6Md8n1hRapRNhaXjkfnWhGdXBPKyvu8tqKSraSntD3Sc7Q97i/qjvuC71SrCHk8CTGf4fvDipIjuA7c85Sba871oUzcC7xvFXzmtfXeye89zKSZHINryN+HBG2G87eiVfcX/OBk4PXXX9ecOXPCQ5OUU9144sSJBUpZ7nA4HA6H4+CBH5wMZGdn55m/qESJErlKJDgcDofD4Tg04AcnA6eddppuvPFGPfvss2Ea83Xr1mnQoEHq1KlT0v0wyoXuXNJTFqVGFyxdoXSR0nVKt7tkRytZiTHZhq5QjmHVy6JbnHJbtdrowiYtQBqRMtBNy0iLuFvbcvOTtqK7mJQJD8SUm25+jk3qiZuD9ATnQzc/dWpRZ3SjM4mcFNUN50a7YqQLx7OSUlpUlUV/ct1o59Qp29MurLpTFi0q2clKrdpw3G+kZ63aZpzz6tWrw2vai0WF0LY5f9oLv4uM05AEbcaKPqWtch/yPWFRONZ8+L6waDHaNvVlrTPtLv6HKCPdLHugrFx/UsBWJC3Ho76pO+rUei9ayVCpL86TtsnPMCT7kwbuPesdyLkRlIlz5jvDioa2ImmtzyGsT0lIx0l2LUXqm7JSDt5ne6v+XVHgUDk4pe65SRQPPvigtm7dqvr16+uII45Qo0aN1KBBA23dulUTJkwoDBkdDofD4XD8xpE4OCX734GKAnuc6tSpo08++URvvPGGPv/8cwVBoIyMDJ1++umFIZ/D4XA4HI4DAIeKx6lAB6ddu3YpLS1NCxcu1BlnnKEzzjhjrwe2aDi6aS23PakA9kPaga7TeCI9up7ZjvSBldyQEUB8lonK6C6nO5ZRNXRnWxFZnI8VLUEZ8kuERlc4f0bXMSN4ODbXhDQP3dZW8lD2ST1yzfmsNS7lp75oC/Ex+AzHo6uebm7q3orCs9aNclj1xazEe1YyPyuiKB6pY0XSWVGFVnsrSpCRl7QxysSEhlxD9sn9TBu0aNH4i5UykTJiBBh1Zs3ZSr7LPc8ae1xD7udkkjtSHu5hUlXxGmS0SeqPtsF3jFUbkTbJOXN/WpHEBHVnJaq0ohaTieyUojogVcm9x/sWzWXVieM7hrpjn3yHUz72SXshtce15Tsy/ruHdC3BdlZ9S47HMazEmEUBPzjl1bh4cdWrV88M+XU4HA6Hw3Fo4lA5OBX4G6c//vGPuuWWW3KlzHc4HA6Hw3Howr9xMvDAAw9o5cqVqlmzpurVq5erNtQnn3ySVD+WC5reLLpj6Tpnwj+6Ken+tyK1JLv2lFU/jEkZ6VK2IsasKDzKRzc63bR0EZNSIrVDHdFNTz3Go1asyDi6uTl/ym0llaMeOR+uFd3lpHzogqdOuW4clwd13qdepNzzzgtW4j7LJU93vjUW9cVrKzrRiipkhJlF4cZh1UOkHFYdLtotqVeuJ3VP+SwaknQBKQWCe4H9WDS8FNUHZaVN0oY5N74DLFrISmLJa2sfxenTBDhPysC5rFixIvIM1+fLL7/M83nKwbGtqFRGIXLfEnzfUKdcQyt5Lttzb9MuLJml6D7mvqIuCL7r+A6jnXP9rXcb5WAEHOdAvVjRcwTvxyO6KQftinZIHVv73kqAatnh/sKh4nEq8MGpR48ekV8GDofD4XA4HH5wMjB69OhCEMPhcDgcDseBDD84xbBt2zYNGTJE06dP186dO3X66afrgQceSIoayXNgI5kbXbZ0x9NdyqiIRBJOKRo5kV8EB2WmO9dKnkcPG13SnAPHoxuebmTLUOh2pvuWiRqtBHZ8lnqMu4hJK1hUCt3FvLZqkrENqYB4UsoErGgzrifbMHKK8+R6kPKK92u50kk9kdqiG562RDvkPCkf14S6pi2QRqHu+CxpBIsWitdwo3zJ1DSkjpislDJRx1ZiUFI+tBHOx6LkrWSG3CNsHx+bFLBFQ3EPUy/c/6R2uN84Z+5hi5LltbXmVsLMeNJC7jHaqkVp0m6tdSBlyPH4rJVUkvfZvxW5TFuzqNd4gBFtmLJakbXWe4/64thWHUbKyk9ACD7Lsbj/rUTCcerMSjhq2b01N6tWHW2+qHAgH4iSRdIfh48aNUpPPfWUunXrpgsuuEBvvPGGrrvuusKUzeFwOBwOxwEC/zg8hpdeekmPP/64LrjgAknSxRdfrJNOOkm7d+82U947HA6Hw+E4NOBUXQxr167VKaecEv77uOOOU/HixfXNN9+oTp06+yQE3Zd0nZMuIKVi5ZGii5wu0nhUFF3vluuZ7my6juleJV1gRQbyWatWGdtb9ZLYD13npDw4//ic6eamjjlPi8LiszR2Rs+R8qEL24pI4vyteXJudE3TvU6aJt6OfXEM6pjzof44Budfr1698JrRlrQpUi2Uh+vPNWQbjsW5WQkWJZvqjdcrTMCqn8ixuSdJbVl0NvXFfcR+SE9ZUaWULU47cJ9s2LBBeYH7nrK2bt06vI7XD0vAimi0oh4pA22N1An7sZJEsn18POqGa2W9e6yaedQ3qSraIe3NSkTKNeF6sE/L7qxITUmR3yFcN+qM7y3uYeudSduzqEeLqie4b62akZTBSgwcfyb+7kqAeuUc2K/1Drf63F/wg1MMu3fvjvC4Uo4RxL+3cDgcDofDcejBD04xBEGgyy67LPJXw/bt23XttddGTr8vvfTSryuhw+FwOByO3zz84BTDpZdemuvexRdf/KsIwcMYlUkPF+kfulqtZJhWDTfJTjhJSoLUA12kVpQD2/BZurbpgrZqIVEGKzklQVcwXfPxWnWEVZOsQYMG4TVd/nRVW9FzpJIok0XzEZw/50m3NvXFNYjX8LPoWo7NmlSkNDke50xdMiLRqoXHeoYcizJYyTOt6Ld4lCRhUdcWPct9xfXkujHa0koSatG5tHnuW7bnfuGzpMJWrVoVmQ+pW86ZVAXnxv359ddfh9dWUlLqgnuJY61fvz7PcS0qmM9a9GScIuIc+Azvk7az6lhSPu4f6/3EdbAor9WrV+f5LOW09MJ+4u8z6ox7iRQb9xXtk+NZSXktWtFK7stnaavJJDS2ap7G5bDyIfI9QTvkpwGcsxWVXBTwg1MMTz75ZGHK4XA4HA6H4wCGH5wcDofD4XA4koQfnAoZVBrdsVa0GV2TdIuyXhLdrvklwLRcqaQVrCRupDN4n5FRVnJDuqAbNmwYXtMFa1FNpM7YJ2Xg/OMf8pMOsCJ9rLGpF64bk49a0VB0NVtJAikrKRXSf1wnS79SNMLIiowkbcW50WYoN+XjOlCnTZs2Da9pX1ZyS0Z2UdcWvWDV15Ki6879wHa0ZysxqFXzjBQJ9UJahM9S15y/NR/aFO/HE6laFI5Vh8+ybevTAFKB1Bf7t6LTqHf2yfaUgXYaj6ojrLqaHINzZnSrVeuQeuRe4trSztm+SZMmecppJYMltUk9xulJ2g/1wXkyktDSK6levvctSpLrzHcM9WXVqqTMVk29OLjuXCvSxFa9Sa4P18SKXC4KFObBacKECbrjjju0ceNGZWdna/jw4brrrrvCnzdq1ChS21HKsTnqdsuWLTr55JO1ePFiBUGgatWq6dVXX1Xbtm0LJEvSCTAdDofD4XA4LBRmAsxNmzbpyCOP1M0332y2Ofzww/V///d/kf+Idu3aacmSJRozZoyeeeYZ7dixQ+3btzdTUVhwqs7hcDgcDsc+ozA9TrfeeqtuvfVWSdK4cePybFO8eHG1aNEiz59lZmZq6dKlGjBggIYOHSopx4Papk0bjRs3TiNGjEhaliI7ODGigO5LuiPpRqVrnq5TujXZnv3EF4huTisKh1EbfJ7PWm5Xuq0pBykcuvbp2uZ8Vq5cGV4zejAZqi2eeI0uXM7NSlZnJWikC5undCYDZHtSPnTbW1QY58+x6IKla7p+/foRublWViQaXfgcm+58rq2VhI9z4Pxpq6Q8KJtlX9Qd15AJAklnSnaUmBUNx/akJ6wIM64hZSWlQpu3olBJSZN24XpYFHFcDmsO1JlFn9O2uc5cW64552wlaLXeW1Y9Mit5qGR/osC9atUutGo6cm6UiXJzTZYuXZrns1aCRY7FudHuuNfiEWXWfuMzVg07qx/qi1QaZWJ7q431jqQeLRo1HvFKfVOXVj1Azpl7w3qHMzKwKLA3B6d169ZF3gHly5fPFQmfLLKyspSamqrixYurYcOGmjZtmo4++mhJ0tSpUyVJAwcODNsfc8wxSktL0+zZsw+Mg5PD4XA4HI6DB3tzcMrIyIjc79Chg+bOnVvgsbt166aKFSuqZcuW+uSTT3T33XerTZs22rBhg8qXLx+mN2HaHSnnoG9VIrDgByeHw+FwOBz7jL05OC1dujTiNd5bb9P48ePD6549e+q8885T69atdccdd2js2LH5Pmvl1LJQZAcnukXpRmdiNGsydOUy+ZflCo9/+GVRMnS9Wu5Zgi5s0nykaqxoLqumGKOt6I6lK9OK/rEiASW7fhrdwpbrmXMjJcm5HXHEEeE16RKuFeXmRiFtyTWnO54RVtRLPOKF82E7rjltxqJkSIVQr8nQkHS7U1+cpxUtxWvO30rIKkXtjetO3VB/XB9SidZ4Fq1qRWpRPtoU/9KjLrhOtKl4pBLtkOvGvnjfqh/GfchEpEzuSNrK6seK2qKO+O6hvuL7k6AOOB9SO1Y0GPePVZPOqrHGa4J9cn9Z1Cb1YiWVjZfqot1b7yGOZyU7Zr9WQmMrwSRBXVgR3VwP2ioptfjvHiv5qBV9bdVupYeE8vG6KLA3B6datWrt9WEpP7Rq1UolSpTQZ599Jul/keyrV6+OvIu2bdsWicZMBh5V53A4HA6HY59RmFF1BcWKFSu0c+fO8PvQ3r17S5IeeOCBsM3ChQu1fft2de7cuUB9O1XncDgcDodjn1GYUXVZWVmaN29e+O9ly5bp+eefV926ddWgQQN1795dV199tTIyMvTRRx9p5MiRSk1N1ejRoyVJdevWVUZGhiZMmKCaNWuqdu3a6t+/v9LS0jRkyJACyZISFEH6zi1btuj4448P/03qgC4zUip0eVp1rujipFszniTRcmHTxUqag+7SrKys8Nqqw8QIOLYnbcNxGT3ENlZ0BulFuumtekzxf1v1yei2pl7pOqcrmHNgxCDrszHKg5QS5bGSRNLtTjqHfcZd7aQ5rHYWfUKbsdzlfNaiDqyIKSvxnuVeJ11A+ofjxtvVqlUrvOb+oX3Wq1cvz2e5r3ifdkhboO5IsdOmrJqMHIvrzzWPU3W0HytZq5UE1/r4k7Zq1SGzkuly3azIxrp164bXpEVJO8ZpCiuBprUnuZ9pe7Rhi+plG2sf8r3C/nnfolooJ9+FpLml6F6lXq0EnQRpaPbDa+qOFB7t3Oqf+qW+rNw/7Cf+HrbmQ1ktup5jUyYr0e+qVasKhQLLC1u2bFGFChXUpk2byH7JD7t379bHH3+szZs3JyXn/fffr0GDBuW6f8QRR2jBggVq3Lixvv/+ewVBoGLFiql+/fqaMmVK5Kzxww8/qH379mECzKpVq+qVV16JtEkG7nFyOBwOh8OxzyhMj9PAgQMjqQTi4B+KFtLT07Vo0aICjZsX/ODkcDgcDodjn+G16goZFr1AlyXdnHQvW0nrLJd/PCkYo7usel5sw8R9lMNKwke52T9dqowEIs1BF74VtULZeMq2aoRJURe7FelHuUlJcJ504VuJSC23OOfAZy0qkPcpD13c8QgztiMdwDnzvpVAlC5yup65zrQXtqeOrKR6lIFud7YhTWMlJJWiOvjqq6/yfN6q9cd+SQXQPhs3bhxek4bjHKh39mm57TkH6pH0T5zO4YuW9sZ1s3TPdwwpMyYTpe1ZteAoN22Knxjw3bZmzZo8nyUlzz0vRfcbKWrKTT3RZqxILe5t7iu2t5Ke8v3J9wXXlvqi7dA2qaN4xDR1T5mseqCUlXqhfEyOy/bUnZU0mPqiPFbkNedDu4hH/VJnVs1U2gN/f/BZvlc5N/ZTFPCDk8PhcDgcDkeS8IOTw+FwOBwOR5Lwg1Mhgy5YJn2ki9Sqr2QlC6OLnG7NeL2gZKJ4SAda9Fw8YiIBRo/QBU1ajVQDXe28b9EcdJ3TjUx9xT+U4xys5HvUMcdmckdGZBFWxBxpGK4VXcqcDykMuqCt5H9x2oqw1tmKGKL+KBPHSyRRi/fDNWdUpbXmtDUreSKpA65ZsknuKDepF6vOGdeQNAfb0I6smlqU20rOyPkwso01CeNJaDk2dU+a0Er0SfqI9mklLuR8rGjDI488MrxesWJFeE3qne8Rq55f/P3E9bGiGy2a0IokZBuLtrKiyvh+Ir1Em7Jq0lHX1AU/N5Cic+Pe45rwec6fkYtWklTr2nr3Wgk92YZ65LvTsvm4fLR7zoc2TJvhWvE+dRynt/c3/ODkcDgcDofDkST84ORwOBwOh8ORJPzgVMiwIuMIuj/ZnhQMlU8XJyMt4sm16IZlv+yLLly6XtnGSqRJiiEZWsWipCyqki7ezMzM8NqK/on3ZSXxW7duXXjNuTGqKp6UMAHqi7onJUMZrIgU0oKMKOIasj31FZ+PVd+P8+R96jhOJSRA+ou2Q73QvqhHq76UVV+P16RsaGtxuakn0gIWZWJRmFwr0ghWMkxST1Y9N6u2H22BNFd8beP1zRKgPVg1I636jFbNSNJW7JNjsbYd18pK9EkKy5Iz3o6yknq06BzOh9eUibbKvcr6XVYiWq45ZeM6k16zktDGE5LSbq1fqJwP6e0vvvgivKZeKBPlpnxWTVPaPNtwH1r7k+vHsaToHqD+LJqYY1j19ihfPEJzf8MPTg6Hw+FwOBxJwg9ODofD4XA4HEnCD06FDCvxIhOG0aVs1UijC95KHkgXZ7wvuk45Nt3fdMOSJrMiHqxaZXQjW0kC6bKlm59jkSIgjch+6NaXonOjvumGJ01iJeu01oH3uSaUgzqi65zrzM3EiDS6+RnZE6c5OLYla9x9noBVe4oUDuWmjdG9btVPtBIAsg374dpwXvGkn6QemRiPUV+MXKXOqFerJhvvkz6zotzYnhQMbdCKlmI/8WR+1KtFjVqJRS2q35o/23PduPe4nykD9zz75H0r2aoU3SfcA1bEFHVhRQBzD1P3Vp0/6o464jX3tpUkl/uFNFJ8zrQ37qv86lImQFq9oDUMufc4FuWj3Vo1M61IQu7n+NhcKytq2Ipopb6tT0+KAn5wcjgcDofD4UgSfnByOBwOh8PhSBJ+cCpkWPWF4gnDEqC7lK5cuj4tF3E8QmrlypXhNd3wdNvSDU93qxWFwzZWMki6UfmsFTlhRQXRZW/VO4rTUfFIrASob9KQ7Jd1vqwae1btLMu9brmXORZloJua9sL1k2yKiZQH50k7oY3x2oqq4dwokxWdRn2ROiO4/lxP2hdljrcjuMcIysHx2J5trHqOpI8tioxUHdfKqk9H3cVpB+qb68w9ZiW+5f5hwsTly5eH17QxjmXRfATXhPbPhJ5MKkqbitfS5FqTeqUcVi012jnXkPuKtNWqVavy7If7k/bF2n5M9GpReLQLq56bFF13tqP9WDXmKLf1e4I2yftWVDb7oR65/6kXK8IwTknGExMnwN8BVjQk9yFrUnKMOI2/v+EHJ4fD4XA4HI4k4Qcnh8PhcDgcjiThB6dCBukzuqCtZJN039ItzjZWdBbdq5J08sknh9d0pdP9zWdIMTAyxIqAo5uXz7JPPmslp6MLmtQO3e7UI/uJz5mucVIGnDOpMd4nPUfqiVFr8cjFBOiqZz+Wa5py0hbo/iddQpmlqAuf9IFVh4pz4Nh0f1uRm3TP0z55n+tJF75FNZBqYhvWCIxTO7QlUhIc21pn2i3HoKxMVmjJyj1J3THij2tg0YVWokopatPsi2OzZqCVlJF15axEt6RU+C6pUaNGnvJYNd9o/6RC2Ya6kOxaehbVT1A+7hmOzXlyHxIW5WnZNteQ+8iKco3Lb0VZWxHXVlQZ7Znvar4nuUeoC9oCZbWieDkHq95kPFKXOrOSfnIMvhu5D2vWrBlekzKPJ3suChzIB6Jk4R4nh8PhcDgc+wz3ODkcDofD4XAkCT84ORwOh8PhcCQJPzgVMshRW1ldyZWTcybvy2KhDN3l9w3xEE1+B2Fli7a+ZbAKXrIf6/sAK6MsOerq1auH1/yWxQonpgzW9z1SlIOnzqysy+TvLc7eKlpL+TgHfsuRTNZdftPAedJ24qH4VpFkysexeZ998XrNmjV5zsFKf8E157cVtEk+y+8SOH/2wzDweAZpfoPBb0poh5yPleWadmh9y0SZ+CztluvGvZfMNzHWfoyPbWVd5vytPcz5sLAt9WiNZWU2p9ycP/the+ubTSm6r6xvHgnqzyrITLui7nnf+m6K30rxmyirKgDfw/zOiLJxXCmqM+t7J9ot21jfPnHvUQ6mUeB3Y5adW2kH+O6gLvg+i3+PyPlwfXjNdbDuWwWvrW9N9xf84ORwOBwOh8ORJPzg5HA4HA6Hw5Ek/OBUyKCrkdQb6QK6Y3mf7Ulz0E1J93c8a7YV7knXLjOzMtO0VbSURkAXbryY7QUXXKALLrggpN5WrVqlBx98UG+//XauOdA1T/c3C41adAzpCynq5rUoDLqtOU+6uUnJcG50VVMXlIOyUkdWOD1d+5THai9FaSzSW9QN58lsweyLtI2VvZkgNUq5qbt4lvMErLB+K2UH6RspSp9YYeekkigfbcwKqaaNWGHT3GO85hzYP9MUcCwrk3/831bmcY5hhX5btBXfN1YlAL63qBfqnTZoFd6m3cVpK75vaD/Uq5XOgnSwlc2derEK4TIdA+lP6oX6sqgqK7VAPAO79d6nXlm0mqlNaOdsz31h0YeW/XP/cz7UO/uhrmkXXOe4fNQBbZs2Y6Xkoc1Tvvi7YX/DD06OQkFWVpbuvffe8Durs88+Ww8++KDOO++8SCkYh8PhcDgOJBwqB6eiPZ4egpg7d67mz5+vzMxMZWZmauLEidq2bZtatmyZq+3s2bN1ySWXRO499thjGjRokCTp+eef1+jRozVy5EgtXLhQ8+bN0/nnn6/SpUtr3LhxWrx4sebNm6eOHTvuj6k5HA6H4xBG4uCU7H8HKorM40S3LV2NdFPSjU63KxVO1zFpAd6PZyAmrUKXNN2/dO1aBVxJ1ZF6sjK8UqYNGzYoNTVVPXr0UOnSpfX+++9r27ZtuVyzxYoVU8mSJUPZdu3apezsbO3atUtBEOi8887TX//6V/Xq1UvnnnuuRo4cqU6dOmnWrFl6+OGHdfnll+vee+9Vt27dQtnpYqYrOZ6FO6/5c62oO7q56VKm29oq8mm5wkkvkarKr4imBa4tqRBSDBbdxjFIpZFeIBVCu6V+6UanrXLOlNOi6uLZgTk2dcyIHlIJpKcJKxOy1Y8Fi9pidCLt3KKg4hGTtNt4tu0EaG+kQqxi21wTK9KNdsF9zuhcwloDFhe2isjG58C9R7uy6GqL9rUytVvFaQnahRUZybWyssjnF23GTwA4HiMa6ZFv2LBheE3al3Iweph7xtpXVoFg6xe8Fd3N/uOfiVhFzwk+T1tiXxYNHa8Ysb/hHidHoaFJkyZas2aN1q9fr3vuuUfXXHNNpAxEQbBs2TJNmjRJa9as0WOPPaYdO3Zo06ZNev755/XVV19pwoQJqlSpUuT7AIfD4XA4fm0UpsdpwoQJqlatmooVK6aUlBTdcsstkZ9nZ2erY8eO4c/T09M1Y8aMSJstW7aoRYsWSk1NVUpKiqpXr64PP/ywwPP0g1MRYNWqVerYsaO6dOmiJ598Uvfcc89eH2yWL18eXmdnZ+uHH36IHMISXiH+FeNwOBwOx6+Nwjw4bdq0SUceeaRuvvnmPH/erVs3zZs3TzfffLNeeukllS9fXr169dI333wTtmnXrp2WLFmiMWPG6JlnntGOHTvUvn37fPPH5YXfRFQdXb7JJGezEqTR1UqqJZ4UjP9mv3S9Wskt6Ra3EjryPuVIzHnXrl0qU6aMNmzYoMcff1zHHHOMLr30Ug0dOjRXpMW2bdu0cePGUIaUlBSVLVtWVatWVcmSJfXzzz+H8/nxxx+1e/du/fDDDxFdSDku/IR714qA4jOkArhWpCcs97qVJI56txKg8pp65NqQzopHkZDO4di0GasAtJVwkxQLXfJWoU1SgVxPFpSmy54UiUULW9RZHJwP5bPoTSuRIPXK4r9WQWrKSluw6D8raSWpmfg8SXvSDjkHPk+7tah7K6kkbZWRULRbvnusSDpS/pwn+6ddSFG7tYrqWkWFLaqS43H9rehBzod6tD6loF6IeFRxAvFfmlbyXu432qFFT1rUq5WskvZs6cUqKEz98lmuTXyepAatYs58l3Bs2jZtkvs8Hq24v1GYVN2tt96qW2+9VZI0bty4yM+ys7M1e/ZsnXnmmRo7dqwkqVOnTqpQoYKGDBmiKVOmKDMzU0uXLtWAAQM0dOhQSTnsT5s2bTRu3DiNGDEiaVnc4/QbQEpKSp7f6nz//feRXxblypWL/BJ3OBwOh+O3gr3xOK1bt05ff/11+J/1rV1+mD9/vrKzs9W3b9/wXvny5VW9enW9//77kqSpU6dKkgYOHBi2OeaYY5SWlqbZs2cXaDxPR7CfMXz4cL311lv6+eefVbZsWZ155pk68cQTdeGFF+Zq+84776h3796aM2eONm7cqGHDhuUqz+BwOBwOx28Be+NxysjIiNzv0KGD5s6dW6BxE5+sNGnSJHI/PT09DHpatWqVpGiZJUkh+1MQFNnBie51uvNJ/1iJ6gjSC3RT8oCRX10kPkM3N13sluvUihhjZAcjzypVqqRatWpp4sSJOvzww7V161YtXbpUl112mRYsWKC0tLQIJfXII4+ofv36evLJJ7V161b95S9/Ud26dbVr1y7t2LFD2dnZKlasWPgMo/LiFFZ2dnaoE37vRLc16TlSL7zP9tQL/0ogxcZoSLqp2YbueCuCj+tfp06dPMeVoi55rjtpHyuJJ932HIPRPLQX0oLUN+2C86c8pBes5IyWKz8eFUe5mdyUsGg10gq0YfZJeoLtrSSztBeuDykY2iD3CNeP13E56HllVBXnwD1MuyXNQRvje8GKsORaWTUjOR+rtiXlqV+/vgjqnpGuTA7KvixKjnZi1WTj/PketmzEogL5zqO+qCP2H6eUKJP1S4zrzF/OnCd1R5m4tmzDZykr9x7pXM7BGiu/SF+uO2FRmtb7KR4pnpd8RYG9OTgtXbo0or941HBBEP+9l6wsFtVswT1O+xl//OMfJdmFZokff/xRN9xwg6T/vcimTp0afn9w6aWX5gp3bdu2raToi6hmzZqR724cDofD4fi1sTcHp1q1au3TYUn6n6dp2bJlatWqVXh/8+bN4R9BiRQWq1evjnidtm3bZlZ1sHDQHZxeffXVPSohmYXN70PGPcHKB2P9JcH2vLaqZ1uy5SenlcbfesYaz5Lbap9Mn7t379aGDRvUuXNnU36Hw+Fw/PZRFPmZ2rdvr9TUVE2ePFl9+vSRlON4yMrKCj+D6d27twYPHqwHHnhA9913nyRp4cKF2r59e4F/9xTZwcmqf0UPihWBQDonHi1VtWrVCBXjODCQmpqq8uXLm7QA3eW8H/fW8WBH2oJ/0TAqj656Hi7p2mfUiuXyp31aB2GrRiDnwGgmRo6x//xCZ0mTkUq0qGvuPereirakS92KmLP0TkqWe5R9kv6NH8CpS86Nc+bYpHwsKj2ZunIW5Uu6ifO3omq5Bpx/fJ60h3itswT4biSteMQRR4TXFv1F+tRKxGolvaTuGOXFPWXVW6Stcc2kqF6pS8v2uD7J/OHJdeB6WlG/fC9Yn4lQR5wPbTg/SpL65npy/tyHtCv2y7Vln0WBghyaCnrAysrK0rx588J/L1u2TM8//7zq1q2rdu3aqXPnzpo1a5aGDRumE044QYMGDVJqamoYgVe3bl1lZGRowoQJqlmzpmrXrq3+/fsrLS1NQ4YMKZAsB53HKa/s1/EFsjwoyXhykmljbd6CemgKKluysMKaC+plK2g/+bW3spY7HA6H48BAYR6cnnvuubDcmCTNmDFDM2bM0BFHHKGVK1dq5syZOu2003T33XcrOztbFSpU0Isvvhj5w/edd95R+/btNWzYsNDRMmvWrKQrUCRw0B2cevbsKcn2HkjRkzv/OuBfblbuJv4FZbWxcsnwrxL+hcWPWHmgYJ/Wh9tWVW3+hSVF/4JiXzywWNXhrY/uLe8I++dfUpwnvQ/x0hoOh8PhOPBQmAengQMHRlIJxJGamrrHaLz09HQtWrSoQOPmhSI7OPGXMb9JYsQLDyAEf9GS8uAvdbo74/3wlzkXj4coumd5oKCLmM9yDpZMPMAx2oqHF8rN/qkXq+4UXdDxwwjduZTPclvzmgc4ysTDHykZy+1OsD2pA47LeTKyzXpWih5+SXNYh1z2xfXhIZT2wnWzDrDWN24WxcY5WPWyeEilLcRltQ75XHOLYqMcvG8lruRB2PIyUnfcI5wbx+V7wQqakOwIRerbiqritVXnz9L92rVrw2uGPmdmZuYpG98dBPdt/A87/uFB++S6cwzaISnMZOg2KzqPz5JiXr16dXhtJczkmlO/VuSdFJ0z14GeAL6f+U7neByDurBocvZPnfIPXsv++axFvedHq1tjM9N148aNw2tGa9aqVStPmfh+KgoU5sHpt4SDzuPkcDgcDodj/8MPTg6Hw+FwOBxJ4lA5OKUERSD9li1bdNxxx4X/pquZLku6y+kKJeiypduZbtC4u5RuZbo/6Xrmt0Z0t1s19nif7mKObdEWpOqYb4kUBvXCeVpt4lErdI1Tr3Qrk85jgkGrJpVVG5B6JG1H6siqPUh3PHVk1bOL01bMz/H555+H1/xAkHQr19laQ4I6pu65jUh5sE/q3aKISM1YlFc8oatVJ8tKoMk1oWvfSu5JOUhbcCzaG+VhP9Y3eKT81qxZk2efUnJ64jXpM8rNZykH3zGkibmH2Z73+U6xapVxDWkL8Q9T+TNrX1nBGFYSU47Bd2Yim7IUnTPH4jVtnu8q7inKb70v4wExFiXHMfiusj43oHy0bY5Ne2M/VkQn15DrzH1EHdFuuc+l6LrVrl07z3Zsw2vOjWNYQTfLli3b5/xIyWLLli2qUKGCypQpk3QyySAItG3bNm3evHm/yflrwT1ODofD4XA49hmHisfJD04Oh8PhcDj2GX5wKmTQBU1KhtQZaRgryotuYV5biQolu2YSXel8nvfZnu5lGgFdqlaiO6tGEl3KdCMzWozUJt29dDXTdRyHlYKB82FCO7r26YalHukWt2r+WREmdOcz+oV6tKi6eNQSKQMrIsmiEqgzzplyWLX9eE3Kk3ZOqpLUEVM50O6oO8pgRWrF58B15jNWzTTuMdo519xKEsh+KCvHoo5IC1l0ZrwmH3XGZygf50z9WVGfnCfH4x6LlzVKgDQS15kyMCEl3xF8z8UjT6lLrhv3lUXPcA1pw7Qr7gWuCXXKZzk3vi/4jrDSjljvoThVxzXh2FbEKOds1cC0dMyoNd63Phmg7dBe+K6ibFY9OslO9kobox3yHcs5WzXprCjm/QU/ODkcDofD4XAkCT84FSIOZIU5HA6Hw/FbR1H8nj1UDk5FElX39ddfq06dOvt7WIfD4XA4DgmsXbs28ilHYSIRVVe8ePECRdXt2rXLo+qSRc2aNbV27VoddthhSSvZ4XA4HA5H/giCQFu3bo2kYNmfYxdG298aiuTglJqaut9Owg6Hw+FwHErgR/z7E35wcjgcDofD4UgSfnByOBwOh8PhSBJ+cHI4HA6Hw+EoAA7kA1GySN1zE4fD4XA4HI68UbJkyUiy52RRvXr1XLUaDwT4wcnh+A1h9OjRatWqVVGL8atg7ty5SklJiWSFLiiWL1+u6tWrm0W+fy1s2LBBVapU0bp16wp1HIfjYERaWppWr16tzZs3F+i/1atXR7LdHyjwg5PDsRe47LLLlJKSopSUFJUoUUINGzbU4MGDI6UtDnWceOKJWr9+/T5F+IwYMUL9+/ePlKooDFStWlWXXHKJRo0aVajjOBwHK9LS0lS+fPkC/XcgHpokPzg5HHuNM888U+vXr9eqVat0xx13aNKkSRo8eHCeba3aUgczEu77vc3V9vXXX+uVV17R5Zdf/itLljcuv/xyTZkyJVJDzOFwOOLwg5PDsZcoVaqUqlevrjp16ujCCy/URRddpOnTp0v6H+X2xBNPqGHDhipVqpSCIFBmZqZ69OihcuXKqXz58vrd734XKZaawCOPPKI6deqoTJky6t27dy6668knn1TTpk2Vlpamo446SpMmTTLl/O6771S9enXdeeed4b0PPvhAJUuW1OzZs83nhg0bpsaNG6tMmTJq2LChRo4cGR4AgyDQ6aefrjPPPDP8GPSHH35Q3bp1NWLECEm5qbo1a9bo7LPPVsWKFVW2bFkdffTR+sc//mGO/8ILL6hly5aRnG95UZn333+/6tevH/77sssu07nnnqs777xT1apVU3p6um677Tbt2rVLQ4YMUaVKlVS7dm098cQTkX6aN2+u6tWr6+WXXzZlcjgcDj84ORy/EkqXLh3xLK1cuVIvvPCCpk2bpoULF0qSzj33XH3//feaN2+e3njjDX355Zf6/e9/H+kn8dyrr76q119/XQsXLlT//v3Dnz/66KMaMWKE/vznP2vZsmW68847NXLkSD399NN5ylWlShU98cQTGj16tD766CP9+OOPuvjii9WvXz917tzZnM9hhx2mp556SkuXLtX48eP16KOP6r777pMkpaSk6Omnn9aCBQv0wAMPSJKuvfZaVatWTaNHj86zv/79+2vHjh2aP3++PvvsM/3lL39RuXLlzPHnz5+vY4891vx5fnjrrbf0zTffaP78+br33ns1evRode/eXRUrVtQHH3yga6+9Vtdee63Wrl0bee64447T22+/vVdjOhyOQwSBw+EoMC699NKgR48e4b8/+OCDoHLlysHvfve7IAiCYNSoUUGJEiWCDRs2hG1mz54dFCtWLMjMzAzvLVmyJJAULFiwIHyuWLFiwdq1a8M2s2bNClJTU4P169cHQRAEderUCZ555pmIPH/605+Cdu3a5Stzv379gsaNGwcXXXRR0KxZs+Dnn38u0JzHjh0btGnTJnLvhRdeCEqVKhXccsstQZkyZYLly5eHP/vXv/4VSAo2bdoUBEEQNG/ePBg9enTS47Vs2TK4/fbbI/dGjRoVtGzZMnLvvvvuC+rVqxf++9JLLw3q1asX7N69O7zXpEmT4JRTTgn/vWvXrqBs2bLBs88+G+lr0KBBQceOHZOW0eFwHHrwPE4Ox17itddeU7ly5bRr1y7t3LlTPXr00IQJE8Kf16tXT1WqVAn/vWzZMtWpUydS4DojI0Pp6elatmyZ2rZtK0mqW7duhJ5q166dsrOztXz5chUrVkxr167VlVdeqauuuipss2vXrj1+hH333XerWbNmeuGFF/TRRx/t8cPMF198Uffff79WrlypH3/8Ubt27cpVjLN37956+eWXddddd+mhhx5S48aNzf4GDBig6667TrNnz9bpp5+u8847Ty1atDDb//zzz3v98ejRRx+t1NT/OdSrVaumZs2ahf8uVqyYKleurA0bNkSeK126tLZt27ZXYzocjkMDTtU5HHuJU089VQsXLtTy5cu1fft2vfTSS6patWr487Jly0baB0GQ54fS1v0EEj9LSUlRdna2pBy6buHCheF/ixcv1vvvv5+vvKtWrdI333yj7OxsrVmzJt+277//vi644AKdddZZeu211/Tpp59qxIgR+uWXXyLttm3bpo8//ljFihXTihUr8u3zD3/4g1atWqVLLrlEn332mY499tjIQTOOww8/PNeH2qmpqbkS7OX14X2JEiUi/05EP8bvJfSZwPfffx857DocDkcc7nFyOPYSZcuWVaNGjZJun5GRoczMTK1duzb0Oi1dulSbN29W06ZNw3aZmZn65ptvwurm7733nlJTU9W4cWNVq1ZNtWrV0qpVq3TRRRclPfYvv/yiiy66SL///e911FFH6corr9Rnn32matWq5dn+nXfeUb169cIPvSXledi6+eablZqaqlmzZqlr167q1q2bTjvtNFOOOnXqhN8X3XLLLXr00Ud1ww035Nm2devWWrp0aeRelSpVlJWVFTlsJr4f+zWwePFidezY8Vfrz+FwHHzwg5PDsZ9w+umnq0WLFrrooot0//33a9euXerXr586dOgQ+Qg6LS1Nl156qe6++25t2bJFAwYM0O9+97swM+/o0aM1YMAAlS9fXmeddZZ27Nihjz76SJs2bdJNN92U59gjRozQ5s2b9cADD6hcuXKaNWuWrrzySr322mt5tm/UqJEyMzP13HPPqW3btpo5c2auaLOZM2fqiSee0HvvvadjjjlGw4cP16WXXqpFixapYsWKufocOHCgzjrrLDVu3FibNm3SW2+9FTkwxtGlSxf94Q9/0O7du1WsWDFJUseOHfXdd99p7NixOv/88/X6669r1qxZuSjEvUHCe8boQ4fD4YjDqTqHYz8hJSVF06dPV8WKFdW+fXudfvrpatiwoZ5//vlIu0aNGqlXr17q2rWrOnfurGbNmkXSDfzhD3/QY489pqeeekrNmzdXhw4d9NRTT6lBgwZ5jjt37lzdf//9mjx5ssqXL6/U1FRNnjxZ//73v/XQQw/l+UyPHj00aNAgXX/99WrVqpXeffddjRw5Mvz5d999pyuvvFKjR4/WMcccI0kaNWqUatasqWuvvTbPPnfv3q3+/furadOmOvPMM9WkSZN80yh07dpVJUqU0Jw5c8J7TZs21aRJkzRx4kS1bNlSCxYsMHNnFRQzZsxQ3bp1dcopp/wq/TkcjoMTKUH8gwGHw+H4jWDSpEmaMWOG/vnPfxb6WMcdd5wGDhyoCy+8sNDHcjgcBy6cqnM4HL9ZXH311dq0aZO2bt1aqGVXNmzYoPPPP199+vQptDEcDsfBAfc4ORwOh8PhcCQJ/8bJ4XA4HA6HI0n4wcnhcDgcDocjSfjByeFwOBwOhyNJ+MHJ4XA4HA6HI0n4wcnhcDgcDocjSfjByeFwOBwOhyNJ+MHJ4XA4HA6HI0n4wcnhcDgcDocjSfjByeFwOBwOhyNJ/H8KKnWW2mfpbwAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#%matplotlib notebook\n", "s_transpose.plot(navigator=s_diff_nav)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This visualizes the shift of the beam, which is caused by the beam passing through the ferromagnetic domains in the material.\n", "\n", "However, it is not very quantitative. So lets try to extract the beam shifts using center of mass." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Extracting the beam shift" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "There are many ways of extracting the beam shift. One way is using center of mass, which is a fairly simple method.\n", "\n", "Again, we use `s_crop`, since we're only interested in the direct beam." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[########################################] | 100% Completed | 311.04 ms\n" ] } ], "source": [ "s_crop_com = s.center_of_mass()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This returns a `DPCSignal2D` class, which will be explored more later. What we need to know is that is it basically a HyperSpy `Signal2D` class, where the x-beam shifts are in the first navigation index (`s.inav[0]`), while the y-shifts are in the second navigation index (`s.inav[1]`).\n", "\n", "Plotting it, we can see that the ferromagnetic domains are much more visible!" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "s_crop_com.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "However, we're also getting contrast from the other effects, such as structural effects. Since the sample is nanocrystalline, some of the grains will be close to some zone axis, giving heavy Bragg scattering. While the Bragg spots themselves won't be visible at such low scattering angles as we have in `s_crop`, it will still change the intensity distribution _within_ the direct beam. Essentially, the direct beam becomes non-uniform, which will have an effect similarly to beam shift.\n", "\n", "One way of reducing this is by using thresholding and masking. However, we first need to find reasonable values for these.\n", "\n", "For this, we use `threshold_and_mask` on a subset of the dataset." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "s_subset = s.inav[:20, :20]" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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5OaFNmzZ6F4jrdDqkpKRg2bJlGDNmDNq1a4c5c+Zg7NixWLduHa5cuaK3zedPBRlanjPY4M0335TKhw4dihs3buQ7gvPGjRuYOnUqFixYAE9Pz3yPg6E+5VdWo0YNlC1bFh988AG+/vprvcyjOfr27WtyXRcXl1wZw0GDBkGn0+HQ/9/Ld+fOnXBzc8Mrr7yi9/w1bNgQXl5eJl/g//pz9/odNGgQAGD//v3Ssr/++gs9evRA+fLlYWdnB3t7ewwePBhZWVn4999/Td6v56Wnp2Pv3r3o3bs3NBqN3n507doV6enpOHbsmN46ho6jSqXCK6+8orfM39/fpNPrXbt2xc2bN7F161a8//77qFu3LrZt24YePXrg3XffNbjeo0ePcPLkSfTq1QsODg7S8jJlyuTqS4527drBxcVF+tvT0xMeHh56/Xz69Cnmzp0LPz8/ODg4oFSpUnBwcMDly5dx8eLFfPeHqDj77rvvsG/fPjg5Oekt79atGw4ePIj33nsPW7ZsgVarRZ8+fRD3zP3GW7ZsiQsXLiA0NBTr1q3DkydPEBgYqHcmqFmzZoiLi8Py5cuxfPlyxMXFoVmzZlJ5RkYG2rVrh4yMDKxbtw6hoaE4f/48WrVqZdZ+MGAjs9WpUwdNmjTRewDAnTt3AABNmzaFvb293uPnn39GYmKi1Eb58uUBAJ07d9ZrOzg4GABw+vRpvXo51wU96/79+yhXrpz0d0pKCjZu3IhmzZrB3d0dDx8+xMOHD9G7d2+oVCopmDNkzJgxqFevHvr27Sutm3PtVWpqKpKSkvT6b6hPAPT69TxXV1ccPHgQDRs2xIcffoi6deuiUqVKmDlzpt41XPkxZyRoXgGo1//fNSRnP+7cuYOHDx/CwcEh1/MXHx+v9/wZUqpUKek5M7Sdmzdv4uWXX0ZsbCy++OIL/PHHHzhx4oR0jZkpp14NuXfvHp4+fYqwsLBc+9C1a1cAyLUfho6jRqPJ9QHv6OiI9PR0k/ri7OyMXr16YcGCBTh48CCuXLkCPz8/LF261OAp8wcPHkAIkefzZehHxPPHO6efzx7HiRMnYvr06ejVqxd++eUX/Pnnnzhx4gQaNGhg0fEmyiEUeg1bfHw8Ro4ciU8++QSOjo7Scp1Oh4iICHTp0gXz589H7969cf78eeh0OkyaNAlA9mdVVFQU3n33XUyePBkDBw7E3r17kZ6ejgULFgDI/qGbmJiIpUuXYtSoURg1ahS+/PJLJCQkIDw8HED2jAhPnjzB3r17MXDgQEyePBljxozBuXPnpOuWTcFRolRocqbA2LRpE6pVq2a0rr+/P+Jz7gP7jJw3ZM6F2fXq1QMAnDt3TvrCzXHu3DmpHAB++uknpKWl4fjx4yhbtmyutrdu3YoHDx7kWQZkX5d248aNPMvbtWsHV1dXPHz4EABQv379PC/Yzln2bL/yUr9+faxfvx5CCJw9exZr1qzB7Nmz4ezsjCk5t0XLh7Es3vNyguln5Rz/nC/8ChUqoHz58tL1Yc97NotjyNOnT3Hv3j29IOL57Wzbtg2PHj3Cli1b9F4nZ86cMW1njChbtizs7OzwxhtvYMyYMXnWqV69ut7f5hxHS1StWhWjRo3C+PHjceHCBdStWzdXnbJly0KlUhl9vgrixx9/xODBgzF37ly95YmJiXDjfJNUzMTGxiI5OVn6W6vVGhwg1rp1a9SrVw+TJ0/We/0fOnQIOp0OgwcP1mvHy8tLysJv/P/J88ePHy/VCQgIgJOTEyIiIjBt2jRs3rwZQPb1tDlGjBiBkSNHYuPGjQgODsaePXvg5OSEgIAAqc6ECRMQFhaGDRs2YOLEiSbtNwM2KjSdO3dGqVKlcPXq1XxP1/Xt2xcREREIDw+XTpkBwK+//gq1Wo2mTZsCACpXroxmzZrhxx9/xPvvvw87OzsAwLFjx3Dp0iW9N9LKlSvh4uKCbdu26Y3EA4CTJ09i0qRJWLt2rcFTUuvXr8+VPdm9ezc+/fRTfP3113pfsL1798bo0aPx559/onnz5gCyg5Uff/wRzZs3R6VKlfI5WtlUKhUaNGiARYsWYc2aNVJmEcidJbFESkoKduzYoXdadN26dVCr1QgMDAQAdO/eHevXr0dWVpa0TwWxdu1avXn51q1bBwDSKNecAOnZX7tCCHz77be52jJ0DHLWfb5Mo9GgXbt2+Ouvv+Dv7693WrGopKSkQKVSoUyZMrnKck4/Gnp9lC5dGk2aNMG2bduwcOFCqf+pqam5Rn6aQ6VS6R1vIHuwQmxsLGrUqFHgdolyFDQDZu42AMDPz09v+fOX3OQICQlBbGwsTp06lassZ7BN7dq19Za7ublJo+JzBu48/yNPo9FIE7fHxsbmOeDL3t5emi3g7t270Gg0euU5bUZHR+exp3ljwEaFxsfHB7Nnz8a0adNw7do1dOnSBWXLlsWdO3dw/PhxlC5dWhqlN2zYMCxfvhyjR49GYmIi/Pz8sGfPHixduhSjR4/Wy7x8+umn6NixI/r374/Ro0cjISEBU6ZMQb169TBs2DAA2dmx48eP45133kH79u1z9a1169b47LPPsHLlSoMBW17zYeWM8GvcuLHe3HNvvvkmli5div79+yM0NBQeHh5YtmwZLl26hD179hg9Tjt37sSyZcvQq1cv+Pr6QgiBLVu24OHDh+jYsaNUr379+jhw4AB++eUXVKxYES4uLrk+XExVvnx5vPPOO7h58yZq1aqFX3/9Fd9++y3eeecdVK1aFQDw2muvYe3atejatSvGjRuHZs2awd7eHjExMdi/fz969uyJ3r17G92Og4MDPvvsM6SmpqJp06Y4evQo5syZg+DgYLz00ksAgI4dO8LBwUE6NZCeno6vvvoKDx48yNVe/fr1sWXLFnz11Vdo3Lgx1Go1mjRpAhcXF1SrVg3bt29Hhw4dUK5cOVSoUAE+Pj744osv8NJLL+Hll1/GO++8Ax8fH6SkpODKlSv45ZdfsG/fvgIdQ1NdunQJnTt3xmuvvYY2bdqgYsWKePDgAXbt2oVvvvkGbdu2NXrtyuzZs9GtWzd07twZ48aNQ1ZWFhYsWIAyZcpIp9zN1b17d6xZswYvvvgi/P39cerUKSxYsADe3t4F3U0iq4mKitLL+OeVXfvzzz/x5ZdfYv369UazyM//uDc16DQlM/9sHVOvwzbKrCEKZNMMjZh83rZt20S7du2EVqsVjo6Oolq1aqJfv35iz549evXu3bsn3nrrLeHp6Sns7e1FrVq1xIIFC0RWVlauNiMiIkSLFi2Ek5OTKFeunBg8eLC4c+eOVD5+/HgBQJw5c8Zgv6ZMmSIAiFOnTgkh8h4las4+x8fHi8GDB4ty5coJJycn0aJFC/H7778bbU8IIf755x8xcOBA8cILLwhnZ2fh6uoqmjVrJtasWaNX78yZM6J169ZCo9EIAKJNmzb59snQKNG6deuKAwcOiCZNmghHR0dRsWJF8eGHH4rMzEy99TMzM8XChQtFgwYNhJOTkyhTpox48cUXxVtvvSUuX75sdL+GDBkiSpcuLc6ePSvatm0rnJ2dRbly5cQ777wjUlNT9er+8ssv0jYqV64sJk2aJMLDwwUAsX//fqne/fv3Rb9+/YSbm5s0SivHnj17RKNGjYSjo6MAoPdcRkdHizfffFNUrlxZ2NvbC3d3d9GqVSsxZ84cqU7OKNGNGzca3JfnzZw5M9dIzec9ePBAzJkzR7Rv315UrlxZODg4iNKlS4uGDRuKOXPmiLS0NL1+Io9RmVu3bhX169cXDg4OomrVqiI0NFSEhISIsmXL6tUDIMaMGZOrD8+/th88eCCGDx8uPDw8hEajES+99JL4448/RJs2baTXlbH+EBmSM0o0Li5OpKamyvqIi4szeZRozue9ocfevXvzHNHv5eUlfH19hRBCLFy4UAAQ165d06vj5OQkjS4fOnRonp8JAMSwYcOEEEK8/PLLwsnJSa/82rVrAoD47LPPTD7WDNiISricgE1uhoIcslxGRobw8/MTHTt2tHZXiPTkBGyxsbEiJSVF1kdsbKzJAVtsbKzYsmWL3kOj0Yjq1auLLVu2iKysLKFWq0VwcLC0TkpKigAgTS1148YNAUCMHz9eqvPXX38JANKPv19++UUAEKtWrZLqrFixQgAQv/76qxBCiFmzZgkA4q+//pLqhISECADi1q1bJh9rlRA2PnUwUQnXtm1bJCYm5jnJcGEaOnQoNm3ahNTUVFm3YwuGDx+Ojh07omLFioiPj8fXX3+NgwcPIiIiAkFBQdbuHpEkOTkZrq6uiI2NNXjhf2Fuq3LlykhKSirQttzc3FC9enXpzjvBwcHYvXs3Jk+ejBYtWmDChAm4desWbt26JV1nWrduXVy6dAnz5s2Dt7c3xowZg8ePHyMpKUm6xtTd3R2pqakICwsDAIwdOxZarVYaPJSRkQGtVguNRoOlS5ciJiYGU6dOhZ+fH86ePWty/3kNGxGRwqSkpOD999/H3bt3YW9vj4CAAPz6668M1kixRBEOOigsu3btQvv27bFw4ULodDq4urpi06ZNeoOCjhw5gsDAQHzwwQcQQsDDwwPh4eF6A5qOHTuGoKAgjBw5EkD29dzPDoJwcHDA/v370atXLwwaNAgqlQr16tXD4cOHzeovM2xERERUIDkZtpiYmCLJsHl7exc4w1bcMcNGREREFimOGbbihnc6ICIiIlI4ZtiIiIjIIsywyc8qAZtOp0NcXBxcXFyK7LYwREREJZUQAikpKahUqVKuyWCpZLBKwBYXF4cqVapYY9M2g4EwKUF+v4iL2+vU2P4Y2xdrHQe5MhKW9NfWsyRyu3XrllXuYMEMm/ysEoabchNpIiIiMg+/X0suq2TYituvaiIiouLAWt+vzLDJjye6iYiIiBSOo0SJiIjIIsywyY8ZNiIiIiKFY4athLLklwivMaTCkt9rqaCvU2u9Rgu6XTn7a42sQ0FHy1LJZusZMLkxw0ZERESkcMywERERkUV4DZv8mGEjIiIiUjhm2IiIiMgizLDJjxk2IiIiIoVjwEZERESkcDwlSkRERBbhKVH5MWAroeSa/4qoMHHOLsvJdQwL+hnBzxYieTBgIyIiIoswwyY/XsNGREREpHDMsBEREZFFmGGTHzNsRERERArHDBsRERFZhBk2+THDRkRERKRwzLDZKE6nQFQyWCPrYOzzw9azILaKGTb5McNGREREpHDMsBEREZFFmGGTHzNsRERERArHDBsRERFZhBk2+THDRkRERKRwzLARERGRRZhhk1+JC9gsGW5ujakuLHkBcmoOIlLaFBv5fS7Z+pcuUUGVuICNiIiIihYzbPLjNWxERERECscMGxEREVmEGTb5McNGREREpHAM2IiIiIgUjqdEiYiIyCI8JSo/ZtiIiIiIFK7EZdjkisDlmsONcxYRkVzkmpfS2LqcH9I2McMmP2bYiIiIiBSuxGXYiIiIqGgxwyY/ZtiIiIiIFI4ZNiIiIrIIM2zyY4aNiIiISOGYYSMiIiKLMMMmP0UGbJYMC7fkCVXiUHUOkSciOVjy2WKtdQvK1r/oqWRQZMBGRERExQsDY3nxGjYiIiIihWOGjYiIiCzCa9jkxwwbERERkcIxw0ZEREQWYYZNfsywERERESkcAzYiIiKySE6GTe6HqQYOHAhnZ2eoVCqoVCq4uLhg9uzZUnmNGjWkspxHmTJl9NpITk6Gv78/1Go1VCoVvLy8cOLECb060dHR8PX1ldrw9fXFjRs39OpERkbC09MTKpUKarUaDRo0QGpqqtnHWJGnRC1Jexa3ecvy29fitj9EREpj7HPU1k+zlVQ1atTAlClT0KJFCwDA7NmzMXPmTDRo0AA9e/YEAFSoUAF79+6V1ildurReGy1btsQ///yD0NBQVKlSBaNHj0ZgYCCSkpLg4OAAAGjWrBlSUlKwfPlyAEBISAiaNWuGO3fuAAAyMjLQrl07ODs7Y926dbh16xamTp2KVq1a4ezZs2btkyIDNiIiIio+ivIattjYWCQnJ0vLtVottFqtXt2PP/5Y7+/OnTtDrVZj69atUsBWqlQp+Pv757mtmzdvIioqCiEhIZg8eTIAoHbt2mjcuDEWLFiAadOmYefOnUhMTMSKFSswfPhwAIBarcbIkSMRHh6O4OBghIaG4smTJzh69CgCAgIAADExMQgLC0NMTAy8vb1N3n+eEiUiIqJiw8/PD1WqVJEePXr0MFo/IyMDISEhEEKgT58+0vL4+Hio1Wo4ODjgxRdfxIULF6SyjRs3AgDGjx8vLQsICICTkxMiIiIAAJs3bwYAKVgDgBEjRuitv2fPHjg5OUnBGgBMmDABALBhwwaz9psZNiIiIio2oqKi4OLiIv39fHYtx+bNm9GvXz/p748++kgK7rp164ayZcuiQYMGOH36NBYuXIjGjRsjISEBWq0W165dAwBUr15dr02NRoOEhAQA2Zk+e3v7XNu1t7dHbGwsAODu3bvQaDR65TltRkdHm7XfDNiIiIjIIkV5SrRy5coGg7Rnde7cGXv27EFsbCy++uorzJo1C40aNUKPHj3wxRdfSPV69+6Nvn37olGjRpgzZw7mz59vtF1Tri1/to6h+uZeo85TokRERFTilClTBh06dMDgwYMRGRkJNzc3fPDBB3nWbdiwIezt7XHu3DkAgK+vL4DcWbC0tDS4u7sDyA4cMzMzc7WVmZmJSpUqAQDc3d3x6NEjvfKcNn18fMzaHwZsREREZBGlTethSF4BFgBcvnwZmZmZqFKlCgCgf//+AIAlS5ZIdc6cOYP09HR06tQJANC3b18AwOrVq6U6K1eu1Fs/KCgI6enpOHPmjFRn8eLFAIABAwaY1XeVsMKY5uTkZLi6uhb1ZjlFBhGRlRn7ypFr+g1LPvuL27QfSUlJJp0uLCw53+fHjh3LNY9ZYUtNTUWLFi1M2sdWrVph0KBBaNiwIe7cuYPPP/8cR48exbx58zB06FB0794do0aNgp+fH06ePInp06cjLS0Nt27dkrJjdevWxaVLlzBv3jx4e3tjzJgxePz4sd60Hu7u7khNTUVYWBgAYOzYsdBqtXrTemi1Wmg0GixduhQxMTGYOnUq/Pz8zJ7WgwEbEREVGQZs8rJWwBYZGVkkAVvLli1N2sdatWrh2rVryMrKgkqlgpubGyZPnowpU6bg/v37qFWrFu7fvw8hBOzs7ODj44O1a9eiefPmUhsPHz5EYGAgzp8/DyEEPDw8sGPHDr06V69eRVBQEK5fvw4g+zTngQMHUK1aNalOZGQkevXqhYSEBKhUKtSrVw+HDx82+3liwEZEREWGAZu8GLCVXBwlSkRERBbhzd/lx0EHRERERArHDBsRERFZhBk2+THDRkRERKRwzLARFSOWXJRd0Auv5fxVa42LzG39V7q1FfR1mN96Jel5LY77ygyb/JhhIyIiIlI4ZtiIiIjIIsywyY8ZNiIiIiKFY4aNiIiILMIMm/yYYSMiIiJSOGbYiIiIyCLMsMmPGTYiIiIihSuWGTbexN32FLd5tazxGpVrm9Z6v/F9Ts+yZJ5BJX5GGFPc+gsww1YUmGEjIiIiUjgGbEREREQKVyxPiRIREZFy8JSo/JhhIyIiIlI4ZtiIiIjIIsywyY8ZNiIiIiKFs1qGzZIh+8aibE4FUDJZ8suKrwl6llyvB1v/9S83S543JU75ocQ+WYIZNvkxw0ZERESkcLyGjYiIiCxm6xkwuTHDRkRERKRwzLARERGRRXgNm/yYYSMiIiJSOGbYiIiIyCLMsMlPkQGbrT8pJRWn16CSrKRN02Ar5JpiSs51yTYpMmAjIiKi4oMZNvnxGjYiIiIihWOGjYiIiCzCDJv8mGEjIiIiUjhm2IiIiMgizLDJjxk2IiIiIoVjho2IiIgswgyb/IplwMb5vKyHx966ONcXUclgrfnfqPgqlgEbERERKQczbPLjNWxERERECseAjYiIiEjheEqUiIiILMJTovJjho2IiIhI4ZhhIyIiIoswwyY/RQZsnDrCuiyZOoLPXf7kOkbWmiZArqlGStIUJtZ6XxS341TcyPW88nOW8qLIgI2IiIiKD2bY5Mdr2IiIiIgUjhk2IiIisggzbPJjho2IiIhI4ZhhIyIiIoswwyY/ZtiIiIiIFI4ZNsrF2K+YkjacvKTtT0EpcaoRudotab/SS9r+FDVOoVE4mGGTHzNsRERERArHDBsRERFZhBk2+THDRkRERKRwzLARERGRRZhhkx8zbERERFSiDBw4EM7OzlCpVFCpVHBxccHs2bOlcp1Oh7Zt28LOzg4qlQpubm7Yvn27XhvJycnw9/eHWq2GSqWCl5cXTpw4oVcnOjoavr6+0nZ8fX1x48YNvTqRkZHw9PSESqWCWq1GgwYNkJqaavY+MWAjIiIii+Rk2OR+mKpGjRqYMmUKdu/ejd27d8Pf3x8zZ86UgrJu3brh4MGDeO+997BlyxZotVr06dMHcXFxUhstW7bEhQsXEBoainXr1uHJkycIDAxERkaGVKdZs2aIi4vD8uXLsXz5csTFxaFZs2ZSeUZGBtq1a4eMjAysW7cOoaGhOH/+PFq1amX2MeYpUSIiIipRPv74Y72/O3fuDLVaja1bt+KVV15BREQEunTpgvnz5wMAOnToAFdXV0yaNAlr167FzZs3ERUVhZCQEEyePBkAULt2bTRu3BgLFizAtGnTsHPnTiQmJmLFihUYPnw4AECtVmPkyJEIDw9HcHAwQkND8eTJExw9ehQBAQEAgJiYGISFhSEmJgbe3t4m7xMzbJRLTmo3r4cSGetvfg9bYslxkutR3I5DcWPJvpSk42CMJc+5XJmi/PpUGBmowlaUGbbY2FjExMRIj+TkZKN9y8jIQEhICIQQ6NOnDw4dOgSdTofBgwdLdbRaLby8vHDs2DEAwMaNGwEA48ePl+oEBATAyckJERERAIDNmzcDgBSsAcCIESP01t+zZw+cnJykYA0AJkyYAADYsGGDWceYGTYiIiIqNvz8/PT+btOmDQ4cOJCr3ubNm9GvXz/p748++gg9evTA8uXLAWRnzJ7l5uaGu3fvAgCuXbsGAKhevbpeHY1Gg4SEBADZgaO9vX2u7drb2yM2NhYAcPfuXWg0Gr3ynDajo6ON7+hzGLARERFRsREVFQUXFxfpb61Wm2e9zp07Y8+ePYiNjcVXX32FWbNmoVGjRlK5Wq1/ktHUDKWpGer86pubreYpUSIiIrJYUQ04qFy5Mry9vaWHoYCtTJky6NChAwYPHozIyEi4ubnhgw8+kDJrFy9e1KuflJQEV1dXAICvry+A3FmwtLQ0uLu7S/3IzMzMtd3MzExUqlQJAODu7o5Hjx7plee06ePjY9JxzcGAjYiIiGxCZmYmAgMDoVar8cMPP0jLU1NTER8fjxYtWgAA+vfvDwBYsmSJVOfMmTNIT09Hp06dAAB9+/YFAKxevVqqs3LlSr31g4KCkJ6ejjNnzkh1Fi9eDAAYMGCAWX1XCStcpZicnAw3N7ei3iyZqLhdVFzc+mstSjxOxW0iTCX211ifjD3nltz0XInHwRosOQ6WvB+NbTcpKclgxkkOycnJcHV1xcaNG3Ndq1XY0tLS0L9/f5P2sVWrVhg0aBAaNmyIO3fu4PPPP8fRo0cxb948TJkyBcHBwdi9ezcmT56MFi1aYMKECbh16xZu3bolZcfq1q2LS5cuYd68efD29saYMWPw+PFjJCUlwcHBAUB2Bi01NRVhYWEAgLFjx0Kr1eLOnTsAsgc8aLVaaDQaLF26FDExMZg6dSr8/Pxw9uxZs/af17ARERFRiZKYmIjx48cjKytLmhg3J1gDgF27dqF9+/ZYuHAhdDodXF1dsWnTJilYA4AjR44gMDAQH3zwAYQQ8PDwQHh4uBSsAcCxY8cQFBSEkSNHAsg+zfnsAAgHBwfs378fvXr1wqBBg6BSqVCvXj0cPnzY7H1ihq0YU2LGxBqsOT0EWcZWMjXFcT+LY5+Lk4JmRvNb11oZtg0bNhRJhm3AgAFFvo9KwWvYiIiIiBSOp0SJiIjIIrz5u/yYYSMiIiJSOGbYiIiIyCLMsMmPGTYiIiIihWOGjYiIiCzCDJv8GLApHKeOkFdJOr6WTAVgLQU9/sVt0tfi+NyQvCz57ClJn1tkOgZsREREZBFm2OTHa9iIiIiIFI4ZNiIiIrIIM2zyY4aNiIiISOGYYSMiIiKLMMMmP2bYiIiIiBSOGTYiIiKyCDNs8mPApnDGXqDFbS4ea/W3oNuVq7+WfOhY0ie12nBCXYkfhHK99pU2R5tSyTVHHhEVDE+JEhERESkcM2xERERkEZ4SlR8zbEREREQKxwwbERERWYQZNvkxw0ZERESkcMywERERkUWYYZMfAzYry2/ofHF7gRa3qUaswdj0GtZiredNrqk7StL7prjtC8mPrwnbxICNiIiILMIMm/yU91OfiIiIiPQww0ZEREQWYYZNfsywERERESkcM2xERERkEWbY5McMGxEREZHCMcNGREREFmGGTX4M2KwsvxegrcxrZq39tGS7BV3XVp5TOVnyvpFr7jdjbP2LhgoXP0NsEwM2IiIisggzbPLjNWxERERECscMGxEREVmEGTb5McNGREREpHAFyrDdunUL169fR1paGtzd3VG3bl04OjoWdt+IiIiomLD1DJjcTA7Ybty4ga+//ho//fQTbt26pffEODg44OWXX8aoUaPQt29fqNVM3BEREREVFpMiq3HjxqF+/fq4fPkyZs+ejQsXLiApKQkZGRmIj4/Hr7/+ipdeegnTp0+Hv78/Tpw4IXe/yUpUKpXRhxIVtL/57avSHmq1WpaHnZ2d0Yexda11LOR6XuV4DVraX6WxxvEtaXKuByvIg0oukzJsDg4OuHr1Ktzd3XOVeXh4oH379mjfvj1mzpyJX3/9FTdu3EDTpk0LvbNERESkPBx0ID+TArYFCxaY3GDXrl0L3BkiIiIiyo3TehAREZFFmGGTn0kBW6NGjUy+vuD06dMWdYiIiIiI9JkUsPXq1Uv6f3p6OpYtWwY/Pz+0bNkSAHDs2DFcuHABo0ePlqWTREREpFzMsMnPpIBt5syZ0v9HjBiBkJAQfPzxx7nq3Lp1q3B7R0RERETmX8O2ceNGnDx5Mtfy//znP2jSpAlWrVpVKB0rSYrbcHW5+qvE42CsT6ZMt1DQdQvariWs0W5+v4iNlcv1a9pYu5YcI2v9+rfk+FuDEvukNPm9DpV4DJlhk5/ZM9w6Ozvj8OHDuZYfPnwYTk5OhdIpIiIiIvofszNs48ePxzvvvINTp06hRYsWALKvYVu1ahVmzJhR6B0kIiIiZWOGTX5mB2xTpkyBr68vvvjiC6xbtw4AUKdOHaxZswYDBgwo9A4SERER2boCzcM2YMAABmdEREQEgBm2osC7tBMREREpnNkZtqysLCxatAgbNmzAzZs3kZGRoVd+//79QuscERERKR8zbPIzO8M2a9YsfP755xgwYACSkpIwceJE9OnTB2q1Gh999JEMXSQiIiKybWZn2NauXYtvv/0W3bp1w6xZszBw4EC88MIL8Pf3x7FjxxASEiJHP6mYsMZca3LNl1bS2i3o/GOW/Kq1ZB42nU5X4O1agyXHUK7jr8Q52pTYp+JGiXNaMsMmP7MzbPHx8ahfvz4AoEyZMkhKSgIAdO/eHbt27Src3hERERGR+QGbt7c3bt++DQCoUaMGIiIiAAAnTpyAo6Nj4faOiIiIFC8nwyb3w1SdO3dG6dKloVKpoFarUbFiRYSHh+vVqVGjBlQqld6jTJkyenWSk5Ph7+8PtVoNlUoFLy8vnDhxQq9OdHQ0fH19pTZ8fX1x48YNvTqRkZHw9PSU+tOgQQOkpqaadYzNDth69+6NvXv3AgDGjRuH6dOno2bNmhg8eDDefPNNc5sjIiIiKlSnTp3CwIEDsW3bNqxfvx46nQ6vvPIKEhIS9OpVqFABf//9t97jWS1btsSFCxcQGhqKdevW4cmTJwgMDNQbcNmsWTPExcVh+fLlWL58OeLi4tCsWTOpPCMjA+3atUNGRgbWrVuH0NBQnD9/Hq1atTJrn8y+hi00NFT6f79+/VClShUcOXIENWrUQI8ePcxtjoiIiIo5pV3DlpiYqPd3/fr14efnh59//hljx46VlpcqVQr+/v55tnHz5k1ERUUhJCQEkydPBgDUrl0bjRs3xoIFCzBt2jTs3LkTiYmJWLFiBYYPHw4AUKvVGDlyJMLDwxEcHIzQ0FA8efIER48eRUBAAAAgJiYGYWFhiImJgbe3t0n7ZFaGLTMzE8OGDcO1a9ekZc2bN8fEiRMZrBEREZHsYmNjERMTIz2Sk5PzXScuLg4AcgVH8fHxUKvVcHBwwIsvvogLFy5IZRs3bgSQfUvOHAEBAXBycpIuB9u8eTMASMEaAIwYMUJv/T179sDJyUkK1gBgwoQJAIANGzaYttMwM8Nmb2+PrVu3Yvr06easRkRERFQo/Pz89P5u06YNDhw4YLC+TqfD66+/Dq1Wi969e0vLu3XrhrJly6JBgwY4ffo0Fi5ciMaNGyMhIQFarVZKTlWvXl2vPY1GI51ajY2Nhb29fa5t2tvbIzY2FgBw9+5daDQavfKcNqOjo03c6wKcEu3duze2bduGiRMnmrsqkUGWDFNX4vQbarXh5LWxMjnbLSg5p+Yo6NQdcvXJWtNv2BIep5KpKE+JRkVFwcXFRVqu1WqNrtegQQMkJiYiMjJSb/kXX3wh/b93797o27cvGjVqhDlz5mD+/PlG2zTlO+vZOobqm/PdZ3bAVqNGDXz88cc4evQoGjdujNKlS+uVcx42IiIikkvlypXzDdJy+Pv74+LFi9i3bx+aNm1qtG7Dhg1hb2+Pc+fOAQB8fX0BZGfBns2ypaWlwd3dXepLZmZmrrYyMzNRqVIlAIC7uzuuX7+uV56TWfPx8TFpP4ACjBJdsWIF3NzccOrUKXzzzTdYtGiR9Fi8eLG5zREREVExp7RpPXQ6Hfz9/XHhwgWEh4cjMDAw33UuX76MzMxMVKlSBQDQv39/AMCSJUukOmfOnEF6ejo6deoEAOjbty8AYPXq1VKdlStX6q0fFBSE9PR0nDlzRqqTEy8NGDDA5H1SCSvkp5OTk+Hm5lbUm7UaJc5KbYycpyetsU2eErWMtU6JWnLqUq5TogXdppx3i1Bau0rdrq14+PChydmnwpCcnAxXV1d8/vnncHZ2lnVbjx8/xsSJE5GUlJTvPtarVw8XLlzA4sWL0a5dO2m5t7c3ypUrh/j4eHTv3h2jRo2Cn58fTp48ienTpyMtLQ23bt2SsmN169bFpUuXMG/ePHh7e2PMmDF4/PgxkpKS4ODgACA7g5aamoqwsDAAwNixY6HVanHnzh0A2dN6aLVaaDQaLF26FDExMZg6dSr8/Pxw9uxZk/ff7FOiRERERM9S2rQeOaM9nx3hCWSP5lyxYgUcHBxw/fp1vP322xBCwM7ODj4+Pli7dq0UrAHAkSNHEBgYiA8++ABCCHh4eCA8PFwK1gDg2LFjCAoKwsiRIwFkn+Z8dhCEg4MD9u/fj169emHQoEFQqVSoV68eDh8+bNb+mx2wCSGwadMm7N+/HwkJCbl+rW7ZssXcJomIiIgKTX7BXbly5XLN1ZYXNze3fLNgL7zwQr6jPVu2bCll3ArK7IBt3Lhx+Oabb9CuXTvpNgtERERku5SWYSuJzA7YfvzxR2zZsgVdu3aVoz9URIpboC1Xfy25hs3YNWN2dnYFWi+/dZ9Nwz+vVCnjb+eCXuOWlZVltPzp06cGy/IaPWXqusaOvyXXxlnyWrL1L4zCUNDjz2NPts7sgM3V1VUa6kpERETEDJv8zP7J/dFHH2HWrFl4/PixHP0hIiIioueYnWHr378/fvrpJ3h4eMDHxyfXLRlOnz5daJ0jIiIi5WOGTX5mB2xDhw7FqVOn8J///IeDDoiIiIiKgNkB265du/Dbb7/hpZdekqM/REREVMwwwyY/s69hq1KlSpHOokxERERk68wO2D777DNMnjw5141MiYiIyHYp5T6iJZXZp0T/85//IC0tDS+88AI0Gk2uQQf3798vtM4pSX7X6intxWRL1xZa616iBb2v5/PvmedpNBqDZeXKlTNY5urqarRdFxcXg2XG5i1LTU012q6x2cJTUlKMrmtstHlGRobRdY0x9n60xjxsSvz84Hx0RMWL2QFbzh3miYiIiABew1YUzA7YhgwZIkc/iIiIiMgAkwK2R48eoXTp0iY3am59IiIiKr6YYZOfSYMOatSogblz5yIuLs5gHSEEfv/9dwQHB2PJkiWF1kEiIiIiW2dShu3AgQP473//i1mzZqFhw4Zo0qQJKlWqBCcnJzx48ABRUVGIjIyEvb09pk6dilGjRsndbyIiIlIIZtjkZ1LAVrt2bWzcuBExMTHYuHEjDh06hKNHj+Lx48eoUKECGjVqhG+//RZdu3Y1OjqOiIiIiMxn1qADb29vTJgwARMmTJCrP4qVX2RvbIi8XFMMGGNJf+VYrzjK78eHnZ2dwTJjU3eUKVPGaLvVqlUzWFa7dm2DZTVr1jTarrEpQYxN65GQkGC03X///bdAZQAQGxtrsMzYazgzM9Nou8bWLWgZUPDXv1ztmtJ2SaHEqVGIipLZo0SJiIiInsVTovLj+UsiIiIihWOGjYiIiCzCDJv8mGEjIiIiUjhm2IiIiMgizLDJz+wM2+7du3H48GHp76VLl6Jhw4YYNGgQHjx4UKidIyIiIqICZNgmTZqETz/9FABw7tw5vPfee5g4cSL27duHiRMnYvXq1YXeyeLOGlNhKHH6DWN9sqS/+a1rrNzY1B35tWtsWg9HR0eDZZUqVTLaboMGDQyWdejQwWBZvXr1jLbr7OxssMzYtB6pqalG2/37778Nlmk0GqPrPnnyxGDZ06dPC1QGyDdtja3/wicyhBk2+ZkdsEVHR8PPzw8AsHnzZnTv3h1z587F6dOn0bVr10LvIBEREZGtM/uUqIODA9LS0gAAe/bsQadOnQBkT8qZnJxcuL0jIiIixcvJsMn9sGVmZ9heeuklTJw4Ea1bt8bx48fx888/A8ie0dzb27vQO0hERERk68zOsH355ZcoVaoUNm3ahK+++gqVK1cGAISHh6NLly6F3kEiIiJSNmbY5Gd2hq1q1arYuXNnruWLFi0qlA4RERERkT6TArbk5GRotVrp/8bk1CMiIiLbwFGi8jMpYCtbtixu374NDw8PuLm55Tn0XQgBlUqFrKysQu8kERERkS0zKWDbt28fypUrJ/1fiXN8WZuxyN8axyu/XyLF7TmUc542Q4zN0ZZfu6VLlzZYVqVKFaPttmrVymBZ06ZNC7RNAEhPTzdY5ubmZrDMxcXFaLvGtmtsmwAQHx9vsOzhw4cFbtfYvHLGnldLfnBa8hq1JHNgbLuWtGvr2QwyDzNs8jMpYGvTpo30/7Zt28rVFyIiIiLKg9mjRKdPn57nr9CkpCQMHDiwUDpFRERExQdHicrP7IDt+++/R+vWrXH16lVp2YEDB1C/fn1cv369MPtGRERERChAwHb27Fn4+PigYcOG+PbbbzFp0iR06tQJQ4cO1bspPBEREdkGZtjkZ/Y8bK6urli/fj2mTZuGt956C6VKlUJ4eLjRm1ITERERUcGZnWEDgLCwMCxatAgDBw6Er68vQkJC8Pfffxd234iIiIgIBciwBQcH48SJE/j+++/Rr18/PH78GBMnTkSLFi0wa9YsTJ48WY5+Kl5xmyajJJFryo/82rW3tzdYZmyqi2rVqhltt3bt2gbLjE1JYWdnZ7TdsmXLFmjdUqWMf0wYO01hbF8AwMPDw2CZsWOYkpJitN2nT58aLTckv+dcrik0lEhp+1rSjm9Jw2k95Gd2hu3p06c4e/Ys+vXrBwBwdnbGV199hU2bNvH2VEREREQyMDvD9vvvv+e5vFu3bjh37pzFHSIiIqLihRk2+RXoGjZDKlSoUJjNEREREREKkGHLysrCokWLsGHDBty8eRMZGRl65ffv3y+0zhEREZHyMcMmP7MzbLNmzcLnn3+OAQMGICkpCRMnTkSfPn2gVqvx0UcfydBFIiIiIttmdsC2du1afPvtt3j//fdRqlQpDBw4ECtWrMCMGTNw7NgxOfpIRERECsaJc+Vn9inR+Ph41K9fHwBQpkwZJCUlAQC6d++O6dOnF27vqMDkmurCWqw1dUdB2zU2FYazs7PRdl1cXAyWOTo6GiwzNs0IYHxKkCdPnhRomwDg5ORksMzBwcHoumXKlDFYZmyqESW+RksaTt1BpCxmZ9i8vb1x+/ZtAECNGjUQEREBADhx4kS+H+xERERUMjG7Ji+zA7bevXtj7969AIBx48Zh+vTpqFmzJgYPHow333yz0DtIREREZOvMPiUaGhoq/b9fv36oUqUKjhw5gho1aqBHjx6F2jkiIiJSPo4SlZ/ZAdvzmjdvjubNmxdGX4iIiIgoDxYHbERERGTbmGGTX6He6YCIiIiICh8zbERERGQRZtjkx4CNigVL3qjG1i1oGQDodDqDZU+fPjVYlpKSYrTdhw8fGixzd3c3WJbf3GSPHj0yWGZsSp6srCyj7Rqbwy2/fTVW/vxt755l7Nhbwta/EKzN2GuYzw3ZOrNPiQ4dOhSHDh2Soy9ERERUDCntTgedO3dG6dKloVKpoFarUbFiRYSHh+vV0el0aNu2Lezs7KBSqeDm5obt27fr1UlOToa/vz/UajVUKhW8vLxw4sQJvTrR0dHw9fWFSqWCSqWCr68vbty4oVcnMjISnp6eUn8aNGiA1NRUs46x2QFbSkoKOnXqhJo1a2Lu3LmIjY01twkiIiIi2Zw6dQoDBw7Etm3bsH79euh0OrzyyitISEiQ6nTr1g0HDx7Ee++9hy1btkCr1aJPnz6Ii4uT6rRs2RIXLlxAaGgo1q1bhydPniAwMFDvDECzZs0QFxeH5cuXY/ny5YiLi0OzZs2k8oyMDLRr1w4ZGRlYt24dQkNDcf78ebRq1cqsfTL7lOjmzZtx7949/Pjjj1izZg1mzpyJoKAgDB8+HD179sz39jhERERUshTlNWyxsbFITk6Wlmu1Wmi1Wr26iYmJen/Xr18ffn5++PnnnzF27FjodDpERESgS5cumD9/PgCgQ4cOcHV1xaRJk7B27VrcvHkTUVFRCAkJweTJkwEAtWvXRuPGjbFgwQJMmzYNO3fuRGJiIlasWIHhw4cDyL4N4MiRIxEeHo7g4GCEhobiyZMnOHr0KAICAgAAMTExCAsLQ0xMDLy9vU3a/wKNEi1fvjzGjRuHv/76C8ePH0eNGjXwxhtvoFKlSpgwYQIuX75ckGaJiIiIjPLz80OVKlWkhymT9udkzXKCo0OHDkGn02Hw4MFSHa1WCy8vLxw7dgwAsHHjRgDA+PHjpToBAQFwcnKSbsu5efNmAJCCNQAYMWKE3vp79uyBk5OTFKwBwIQJEwAAGzZsMHm/LRp0cPv2bURERCAiIgJ2dnbo2rUrLly4AD8/P8yfP1/qEBEREVFhiIqKgouLi/T389m15+l0Orz++uvQarXo3bs3AODSpUsAsjNmz3Jzc8Pdu3cBANeuXQMAVK9eXa+ORqORTq3GxsbmeWbR3t5eumTs7t270Gg0euU5bUZHRxvt+7PMDtgyMzOxY8cOrF69GhEREfD398eECRPw+uuvSwdw/fr1eOeddxiwERER2YCiPCVauXLlfIO0ZzVo0ACJiYmIjIzMVaZW659oNHUf8huV/3wdQ/VNaSeH2QFbxYoVodPpMHDgQBw/fhwNGzbMVadz585wc3Mzt+lizdiTbM4TYg652rXGvshJrg8RY9NdpKenGyyLj4832q6xSwoqVapksCy/60cdHBwMlhmbhiS/59zYNCQXL140uu6zF/c+7/HjxwbL5JrWIz+WTANT3HCKDSoJ/P39cfHiRezbtw9NmzaVludk1i5evKgXxyQlJcHV1RUA4OvrCyA7C/Zsli0tLU2aYqly5crIzMzMtd3MzEzp89rd3R3Xr1/XK8/JrPn4+Ji8L2Zfw7Zo0SLExcVh6dKleQZrAFC2bFmz0nxERERUfCltWg+dTgd/f39cuHAB4eHhCAwM1CsPDAyEWq3GDz/8IC1LTU1FfHw8WrRoAQDo378/AGDJkiVSnTNnziA9PR2dOnUCAPTt2xcAsHr1aqnOypUr9dYPCgpCeno6zpw5I9VZvHgxAGDAgAEm75PZGbY33njD3FWIiIiIikxOsLZ48WJ4enri7NmzALIHHZQrVw5qtRqdOnVCeHg4PvjgA7Ro0QITJkyAWq3GggULAABVq1aFn58fwsLCUKlSJXh7e2PMmDFwcnLCpEmTAADdu3dHhQoVMHr0aOmsy9ixY+Hh4YHg4GAAwJQpUzB37ly0b98eS5cuRUxMDJYuXYr69eubPEIU4J0OiIiIyEJKuzXVhQsXAOiP8ASyR3OuWLECALBr1y60b98eCxcuhE6ng6urKzZt2qR36cmRI0cQGBiIDz74AEIIeHh4IDw8XO8Sk2PHjiEoKAgjR44EkH2a88CBA1K5g4MD9u/fj169emHQoEFQqVSoV68eDh8+bNb+M2AjIiKiEsWU4E6tVusFVnlxc3OTsnOGvPDCC/leBtayZUvcuXMn3z4Zw4CNiIiILKK0DFtJZNagg8zMTAwbNkyam4SIiIiI5GdWwGZvb4+tW7fK1RciIiIqhpQ2SrQkMvuUaO/evbFt2zZMnDhRjv4UW8VxfjJbYey5MTaf1/MTKj7P2DxsKSkpBsuen4/neSdOnDBYZmyyyBdffNFou8/PtP0sY/PG5TXH0LNOnjxpsMzYvgDG52Ez1qf85mEzVl7SPvTl2p+SdpyIijuzA7YaNWrg448/xtGjR9G4cWOULl1arzwkJKTQOkdERETKx2vY5Gd2wLZixQq4ubnh1KlTOHXqlF6ZSqViwEZERERUyMwO2HgHAyIiInoWM2zyM/vWVM/iRYBERERE8itQwPb999+jfv36cHZ2hrOzM/z9/fXux0VERES2g6NE5Wf2KdHPP/8c06dPx7vvvovWrVtDCIEjR47g7bffRmJiIiZMmCBHP4mIiIhsltkBW1hYGL766isMHjxYWtazZ0/UrVsXH330kc0GbMYif7mm/LDk10ZB+5TfNo21a8kxsmRfC7quJVNHPHnyxGDZ7du3jbZrbJqM1NRUg2Xnz5832q67u7vBMmPHPyYmxmi7//77r8GyS5cuGV03MTHRYFlGRobBsvyeG2PPeUHLLJFfu9bIHBS3bIWcnxFkOV7DJj+zT4nevn0brVq1yrW8VatW+X4REREREZH5zA7YatSogQ0bNuRa/vPPP6NmzZqF0ikiIiIqPngNm/zMPiU6a9YsvPrqqzh06BBat24NlUqFw4cPY+/evXkGckRERERkGbMzbH379sWff/6JChUqYNu2bdiyZQsqVKiA48ePo3fv3nL0kYiIiMimmZ1hA4DGjRvjxx9/LOy+EBERUTHEQQfyMzvDZmdnh4SEhFzL7927Bzs7u0LpFBERERH9j9kZNkMR7pMnT+Dg4GBxh6hoFHSKDUumKCnolB+Wbreg+5rf1BFZWVkGy4xNSZGSkmK0XWO3f3v48KHBssuXLxttt0yZMgbLjPX30aNHRtu9f/++wbLk5GSj6z5+/Nhg2dOnTw2WWTLliq3/SieSAzNs8jM5YFuyZAmA7C+4FStW6H34Z2Vl4dChQ3jxxRcLv4dERERENs7kgG3RokUAsiPcr7/+Wu/0p4ODA3x8fPD1118Xfg+JiIhI8Ww9AyY3kwO2nNM07dq1w5YtW1C2bFnZOkVERERE/2P2NWz79++Xox9ERERUTPEaNvmZPUq0X79+CA0NzbV8wYIF6N+/f6F0ioiIiIj+x+yA7eDBg+jWrVuu5V26dMGhQ4cKpVNERERUfPDWVPIzO2BLTU3Nc/oOe3v7fIfwExEREZH5zL6GrV69evj5558xY8YMveXr16+Hn59foXWMshmbT0qtNjvetpgl86UVdD40U7ZbUJYc3/zmAisoY/tqbL60e/fuGW3X3t7eYJmxOeXy28/MzMwClVmy3fz6VNDXS37r2fovfLnx+BZfvIZNfmYHbNOnT0ffvn1x9epVtG/fHgCwd+9e/PTTT9i4cWOhd5CIiIjI1pkdsPXo0QPbtm3D3LlzsWnTJjg7O8Pf3x979uxBmzZt5OgjERERKRgzbPIr0M3fu3XrlufAAyIiIiIqfAW6COrhw4dYsWIFPvzwQ+k+gqdPn0ZsbGyhdo6IiIiUj6NE5Wd2hu3s2bMICgqCq6srrl+/jhEjRqBcuXLYunUrbty4ge+//16OfhIRERHZLLMzbBMnTsTQoUNx+fJlODk5ScuDg4M5DxsREZENYoZNfmZn2E6cOIHly5fnWl65cmXEx8cXSqdsSX4vQKVN3ZHf9BtybDO/7cr1Js6vXWNTSxhb15J2jU2DYWzKD1O2W1AFPQ6WrGutdo2x1utQrnWtwRrvc6LiwuyAzcnJKc8Jci9dugR3d/dC6RQREREVHxwlKj+z0zc9e/bE7NmzpQkxVSoVbt68iSlTpqBv376F3kEiIiIiW2d2wLZw4ULcvXsXHh4eePz4Mdq0aYMaNWrAxcUFn3zyiRx9JCIiIrJpZp8S1Wq1OHz4MPbt24fTp09Dp9MhICAAQUFBcvSPiIiIFI6nROVndsD2/fff49VXX0X79u2lW1MB2Rc8r1+/HoMHDy7UDhIRERHZOrNPiQ4bNgxJSUm5lqekpGDYsGGF0ikiIiIqPjith/zMzrAJIfIceh0TEwNXV9dC6VRJY41pMixhSZ/k2lclTjVirNzYdCzGpubIr11j01XkxxrHKb/+FvQD2JJ2rTFNhq1/0TyroO/l/F6/PMZU0pkcsDVq1AgqlQoqlQodOnRAqVL/WzUrKwvR0dHo0qWLLJ0kIiIi5eI1bPIzOWDr1asXAODMmTPo3LkzypQpI5U5ODjAx8eH03oQERERycDkgG3mzJkAAB8fH7z66qt6t6UiIiIi28UMm/zMHnQwZMgQpKenY8WKFZg6dSru378PADh9+jRiY2MLvYNEREREts7sQQdnz55FUFAQXF1dcf36dYwcORLlypXD1q1bcePGDXz//fdy9JOIiIgUihk2+ZmdYZswYQKGDh2Ky5cv650WDQ4OxqFDhwq1c0RERERUgAzbyZMn8c033+RaXrlyZcTHxxdKp4iIiKj4YIZNfmYHbE5OTkhOTs61/NKlS3B3dy+UTpF1laS51PLbriWM9dmSbVoy15ox1pjzT6552OR6Tq31hWCNueGUqLjNWWktJek5J9OZfUq0Z8+emD17NjIzMwFkv4lu3ryJKVOmcFoPIiIiG8Q7HcjP7IBt4cKFuHv3Ljw8PPD48WO0adMGNWrUgIuLCz755BM5+khERERk08w+JarVanH48GHs27cPp0+fhk6nQ0BAAIKCguToHxERESkcr2GTn9kBW4727dujffv2hdkXIiIiIsqDWQGbTqfDmjVrsGXLFly/fh0qlQrVq1dHv3798MYbb/CiUCIiIhvEDJv8TL6GTQiBHj16YMSIEYiNjUX9+vVRt25d3LhxA0OHDkXv3r3l7CcRERGRycLCwuDp6Qk7OzuoVCpMnTpVr7xGjRpQqVR6j2fvkw4AycnJ8Pf3h1qthkqlgpeXF06cOKFXJzo6Gr6+vlIbvr6+uHHjhl6dyMhIeHp6QqVSQa1Wo0GDBkhNTTVrf0zOsK1ZswaHDh3C3r170a5dO72yffv2oVevXvj+++8xePBgszpAxYslv3AsmQZDrnWNya/dgk5BkF9/rDENiTFy/qq1xrQextZV4nQhcr43ipOStC+WUuLZLCVm2B48eICaNWtiyJAhWLBgQZ51KlSogL1790p/ly5dWq+8ZcuW+OeffxAaGooqVapg9OjRCAwMRFJSEhwcHAAAzZo1Q0pKCpYvXw4ACAkJQbNmzXDnzh0AQEZGBtq1awdnZ2esW7cOt27dwtSpU9GqVSucPXvW5P0xOWD76aef8OGHH+YK1oDs69mmTJmCtWvXMmAjIiIiq5sxYwZmzJgBAAYDtlKlSsHf3z/Psps3byIqKgohISGYPHkyAKB27dpo3LgxFixYgGnTpmHnzp1ITEzEihUrMHz4cACAWq3GyJEjER4ejuDgYISGhuLJkyc4evQoAgICAAAxMTEICwtDTEwMvL29Tdofk0+Jnj17Fl26dDFYHhwcjL///tvU5oiIiKgEKao52GJjYxETEyM98prM31Tx8fFQq9VwcHDAiy++iAsXLkhlGzduBACMHz9eWhYQEAAnJydEREQAADZv3gwAUrAGACNGjNBbf8+ePXBycpKCNSD7Np8AsGHDBpP7anKG7f79+/D09DRY7unpiQcPHpi8YSIiIiJz+fn56f3dpk0bHDhwwOx2unXrhrJly6JBgwY4ffo0Fi5ciMaNGyMhIQFarRbXrl0DAFSvXl1vPY1Gg4SEBADZwaO9vX2utu3t7REbGwsAuHv3LjQajV55TpvR0dEm99fkgC0rKwulShmubmdnh6dPn5q8YSIiIiJzRUVFwcXFRfpbq9UWqJ0vvvhC+n/v3r3Rt29fNGrUCHPmzMH8+fONrmvKdYTP1jFU35zrEU0O2IQQGDp0KBwdHfMsf/LkickbJSIiopKjKAcdVK5cucBBmjENGzaEvb09zp07BwDw9fUFkJ0FezbLlpaWJt07vXLlytKtOp+VmZmJSpUqAQDc3d1x/fp1vfKczJqPj4/J/TP5GrYhQ4bAw8MDrq6ueT48PDw44ICIiIiKpcuXLyMzMxNVqlQBAPTv3x8AsGTJEqnOmTNnkJ6ejk6dOgGAdA/11atXS3VWrlypt35QUBDS09Nx5swZqc7ixYsBAAMGDDC5fyphhbHSycnJcHNzK+rNFktKHL5dUHLtiyXtWmPdkvScWkpp03pYQol9soaStC9KZewYJyUlyZJ9MiQ5ORmurq7o169fntdyFabMzExs2rTJ5H2Mj4/HwYMHAQCvvfYaevbsiYEDB6Jq1aqoXr06unfvjlGjRsHPzw8nT57E9OnTkZaWhlu3bknZsbp16+LSpUuYN28evL29MWbMGDx+/FhvWg93d3ekpqYiLCwMADB27FhotVq9aT20Wi00Gg2WLl2KmJgYTJ06FX5+fmZN68GATeFK0pc7AzbLt1nSMGCzfF2lKUn7olQM2Ezbx8WLF0ujMZ/1wgsv4Pjx46hVqxbu378PIQTs7Ozg4+ODtWvXonnz5lLdhw8fIjAwEOfPn4cQAh4eHtixY4denatXryIoKEg67enj44MDBw6gWrVqUp3IyEj06tULCQkJUKlUqFevHg4fPmzWc8WATeFK0pc7AzbLt1nSMGCzfF2lKUn7olRKDNj69u1bJAHb5s2bi3wflcLka9iIiIiIyDrMuvk7ERER0fOUeGuqkoYZNiIiIiKFY4aNiIiILMIMm/yYYSMiIiJSOGbYFK6gvyiUOBLR2L5Y0t/8jpGxtq3xi82S/toSjrokKj6YYZMfM2xERERECscMGxEREVmEGTb5McNGREREpHDMsBEREZFFmGGTHzNsRERERArHDBsRERFZhBk2+TFgK8Ysma7ClqaOsNZ0IgXdptLaVSIl3sDdEkqbeiY/lrynlLg/RMUBAzYiIiKyCDNs8uM1bEREREQKx4CNiIiISOF4SpSIiIgswlOi8mOGjYiIiEjhmGEjIiIiizDDJj9m2IiIiIgUjhm2Yqwk/dqw1rxxlhzDgvZJrm3qdLoCt1vSKO29obT+yMmW9pX+hxk2+THDRkRERKRwzLARERGRRZhhkx8zbEREREQKxwwbERERWYQZNvkxw0ZERESkcMywERERkUWYYZMfAzYbZeyFL9cUGiVNQT88LDm+Je0Dq6CvQ2sdh5J2/I2xpX0lKg4YsBEREZFFmGGTH69hIyIiIlI4ZtiIiIjIIsywyY8ZNiIiIiKFY4aNiIiILGbrGTC5McNGREREpHDMsFGxINcvN2tMYcJfoabhcbIcj6G8LDm+JW36JF7DJj9m2IiIiIgUjgEbERERkcLxlCgRERFZhKdE5ccMGxEREZHCMcNGREREFmGGTX7MsBEREREpHDNsREREZBFm2ORntYDN2IEvafPTFDecW8g0fA2XPEr8QlBinygb3+dUlJhhIyIiIoswwyY/XsNGREREpHDMsBEREZFFmGGTHzNsRERERArHDBsRERFZhBk2+THDRkRERKRwNpVh43QVypXfcyPX8bfGa8Ja+yoXuaY3kevXtE6nM1imVhe/37DGjrGtZySo6DDDJr/i9+lEREREZGNsKsNGREREhY8ZNvkxw0ZERESkcAzYiIiIyCI5GTa5H+YICwuDp6cn7OzsoFKpMHXqVL1ynU6Htm3bSuVubm7Yvn27Xp3k5GT4+/tDrVZDpVLBy8sLJ06c0KsTHR0NX19fqFQqqFQq+Pr64saNG3p1IiMj4enpCZVKBbVajQYNGiA1NdWs/WHARkRERCXOgwcPULNmTbz33nt5lnfr1g0HDx7Ee++9hy1btkCr1aJPnz6Ii4uT6rRs2RIXLlxAaGgo1q1bhydPniAwMBAZGRlSnWbNmiEuLg7Lly/H8uXLERcXh2bNmknlGRkZaNeuHTIyMrBu3TqEhobi/PnzaNWqlVn7w2vYiIiIyCJKvIZtxowZmDFjBgBgwYIFemU6nQ4RERHo0qUL5s+fDwDo0KEDXF1dMWnSJKxduxY3b95EVFQUQkJCMHnyZABA7dq10bhxYyxYsADTpk3Dzp07kZiYiBUrVmD48OEAskebjxw5EuHh4QgODkZoaCiePHmCo0ePIiAgAAAQExODsLAwxMTEwNvb26T9YYbtGTnpzLweJC9jx16px1+ulH5B1y2qUxKF2SdrUKvVBh/FkdKOry1R4uvbFsTGxiImJkZ6JCcnm93GoUOHoNPpMHjwYGmZVquFl5cXjh07BgDYuHEjAGD8+PFSnYCAADg5OSEiIgIAsHnzZgCQgjUAGDFihN76e/bsgZOTkxSsAcCECRMAABs2bDC5z8ywERERUbHh5+en93ebNm1w4MABs9q4dOkSgOyM2bPc3Nxw9+5dAMC1a9cAANWrV9ero9FokJCQACA7eLS3t8/Vvr29PWJjYwEAd+/ehUaj0SvPaTM6OtrkPjNgIyIiIosU5SnRqKgouLi4SMu1Wm2B23w+s27qPphy5ufZOobqm3MGqXieAyAiIiKbVLlyZXh7e0uPggRsOZm1ixcv6i1PSkqCq6srAMDX1xdA7ixYWloa3N3dpb5kZmbmaj8zMxOVKlUCALi7u+PRo0d65Tlt+vj4mNxnBmxERERkESVcM2uOwMBAqNVq/PDDD9Ky1NRUxMfHo0WLFgCA/v37AwCWLFki1Tlz5gzS09PRqVMnAEDfvn0BAKtXr5bqrFy5Um/9oKAgpKen48yZM1KdxYsXAwAGDBhgcp9VwgpXRiYnJ0sRbF6sdd9IpV7cXpzwGMqrpN03sqTtjxx4HJTLWt8pxrablJRk0SlCc+V8nzdv3hylSsl7ldXTp0/x559/mryP8fHxOHjwIADgtddeQ8+ePTFw4EBUrVoVLVu2RHBwMHbv3o3JkyejRYsWmDBhAm7duoVbt25J2bG6devi0qVLmDdvHry9vTFmzBg8fvwYSUlJcHBwAJCdQUtNTUVYWBgAYOzYsdBqtbhz5w6A7Gk9tFotNBoNli5dipiYGEydOhV+fn44e/asyfvPgK0ItmtLeAzlVdICnJK2P3LgcVAuBmz/+z5v1qxZkQRsx48fN3kfFy9eLI3GfNYLL7yAK1euQKfToX379vjjjz+g0+ng6uqK1atXo3fv3lLdhw8fIjAwEOfPn4cQAh4eHtixYweaN28u1bl69SqCgoJw/fp1ANmnOQ8cOIBq1apJdSIjI9GrVy8kJCRApVKhXr16OHz4sFnPFQO2ItiuLeExlFdJC3BK2v7IgcdBuRiwKTtgK2lsapQogwnrUuIXT3F7TSjxGFqipO0PKZMlrzNjnxHF7fNDTkU5StRWcdABERERkcLZVIaNiIiICh8zbPJjho2IiIhI4ZhhIyIiIoswwyY/ZtiIiIiIFI4ZNiIiIrKYrWfA5KbIgE2uJ51DsOXHNyzZKr72lau4ffbztUR5UWTARkRERMUHr2GTH69hIyIiIlI4ZtiIiIjIIsywyY8ZNiIiIiKFY4aNiIiILMIMm/yYYSMiIiJSuGKZYStuQ7RJuSz5xWYrr8P8jpFcx8Eaz42t/4KnwsXXExWmYhmwERERkXLwlKj8eEqUiIiISOGYYSMiIiKLMMMmP2bYiIiIiBSOGTYiIiKyCDNs8mOGjYiIiEjhmGEjIiIiizDDJr9iGbAZe9KMzb8k57xOBW3bVubyKonk+vCQaw6xgrZryWtfrnXz21db/2AnfZxvkUqCYhmwERERkXIwwyY/XsNGREREpHDMsBEREZFFmGGTHzNsRERERArHDBsRERFZhBk2+THDRkRERKRwxTLDpsRh1krsExVPSvsVaa3+KO04kHWVtNeDXFNQWQszbPJjho2IiIhI4Yplho2IiIiUgxk2+THDRkRERKRwzLARERGRRZhhkx8zbEREREQKxwwbERERWYQZNvkVy4DNGk+aJdvklB+kBMXtfUNUWCyZQkOu1zDfG2QunhIlIiIiUrhimWEjIiIi5eApUfkxw0ZERESkcMywERERkUWYYZMfM2xERERECscMGxEREVmEGTb5McNGREREpHDMsBERUbFX0Pku81vP1rM65uCxkhczbEREREQKxwwbERERWYTXsMmPGTYiIiIihWOGjYiIiCzCDJv8mGEjIiIiUjgGbIR9+/Zh0aJF1u4GEREVUzkZNrkftsymAjaVSmX0UZhtT506FcePH0dycjLi4+OxZcsW1KxZ0+wXH1/URET5Y4BAJZ1NBWxFKTAwEMuWLUPLli3RsWNHlCpVChEREdBoNLJsz97eXpZ2iYiI8sMMm/wYsMmka9eu+O677xAVFYWzZ89i2LBhqFatGho3bpyr7r59+7BkyRIsWrQI9+7dw+3btzFy5EhoNBqsWrUKycnJuHLlCrp06SKts3//foSFheGzzz7D3bt38fvvvwMAOnfujD/++AP379/H3bt3sWPHDvj6+krraTQarFmzBsnJyYiNjcXEiRPlPxhERERkEQZsRcTV1RUAcP/+/TzLBw8ejMTERDRv3hxffvklli1bhg0bNuDo0aMICAjAb7/9hh9++AHOzs7SOkOGDMHTp0/RunVrvPXWWwCA0qVL4/PPP0ezZs0QFBQEnU6HLVu2SKd8FyxYgHbt2qFPnz7o3Lkz2rRpk2cQSUREZCqlZdjatm2b61IlOzs7qVyn06Ft27aws7ODSqWCm5sbtm/frtdGcnIy/P39oVaroVKp4OXlhRMnTujViY6Ohq+vr7QNX19f3Lhxw7KDaYBKWCHHmJycLAUwRUnOW5AYa1sIge3bt6Ns2bIIDAzMtd6+fftgZ2eHNm3aAADUajUePnyILVu2YMiQIQAAT09PxMfHo0WLFvjzzz+xf/9+uLq6IiAgwGh/KlSogISEBNSvXx/Xr19HYmIihgwZgg0bNgAAypYti1u3buHbb7/FhAkTCrz/RERysvXTYaZKSkqCVqstsu3lfJ9XqVIFarW8OSCdTodbt26ZtI9t27bFsWPHcPz4cWmZvb096tSpAwAIDg7G7t27MWnSJLRs2RLjxo1DbGwsbt26hUqVKgEA6tati3/++Qfz5s1DlSpVMHr0aKSnpyMpKQkODg4AAHd3d6SkpGDJkiUAgJCQELi6uuLOnTuFvv+ch60IfPnll/D398dLL71ksM65c+ek/+t0Oty7dw/nz5+XluU8+R4eHtKykydP5mrH19cXH3/8MVq0aIEKFSpIb6CqVavCzs4Ojo6OiIyMlOo/ePAAly5dKvjOERGRzSvKedhiY2ORnJwsLddqtXkGcCqVCv7+/rmW63Q6REREoEuXLpg/fz4AoEOHDnB1dcWkSZOwdu1a3Lx5E1FRUQgJCcHkyZMBALVr10bjxo2xYMECTJs2DTt37kRiYiJWrFiB4cOHA8hOuIwcORLh4eEIDg4u1P3nKVGZLVmyBD169EC7du0QGxtrsF5mZqbe30KIXMsA6P2CefToUa7yX375BeXLl8eoUaPQokULtGjRAgDg4OBg8UhYIiIia/Pz80OVKlWkR48ePfKsl56eDjs7O9jb26Nq1ao4cOAAAODQoUPQ6XQYPHiwVFer1cLLywvHjh0DAGzcuBEAMH78eKlOQEAAnJycEBERAQDYvHkzAEjBGgCMGDFCb/3CxAybjMLCwtCrVy+0bdsW169fl3175cqVg5+fH9566y0cOXIEANC6dWup/MqVK8jIyECLFi1w69YtAICbmxtq1aqFQ4cOyd4/IiIiS0VFRcHFxUX6O6/sWvv27dG0aVO0aNECV69exdy5c9GhQwf8888/0lml2rVr663j5uaGu3fvAgCuXbsGAKhevbpeHY1Gg4SEBADZmb68Zmiwt7c3mqApKJsK2ORM1z7f9tKlSzFo0CD07NkTKSkp8PT0BJB9fUF6enqu9fJKJ5vb3wcPHiAxMRGjRo1CfHw8qlatinnz5knljx49wqpVqzB//nzcu3cPd+7cwZw5c6DT6czaDhEVnfw+B4pb5tzY/hjbFzmvQSbLFeUp0cqVK+d7DduMGTP0/h46dCgqVqyI999/H127dgWAXNfcmdp/U95zcrwveUpUJqNHj4abmxsOHjyI+Ph46fHqq6/Ktk0hBF577TU0btwY586dw+effy6de88xadIkHDp0CNu3b8fvv/+OI0eO4NSpU7L1iYiIyNo8PDzg5uaGK1euSJm1ixcv6tVJSkqSBkTmTIcVHR2tVyctLQ3u7u4AsgPHvC5dyszMlAYuFCabGiVqS4rbr24iyhszbJa3a0usNUq0UqVKRTJKNC4urkD7mJycjLJly6JNmzbYs2cP7O3t0blzZ/z6668AgNTUVLi4uGDQoEHSoINq1aph/Pjx0q0bz5w5g0aNGmHOnDnSoINXXnkFq1atwrBhwwAAK1euxIgRI/Drr78W+qADBmwlVHH7ECeivDFgs7xdW8KALVuTJk3wxhtvoFGjRrh8+TI+/PBDJCQk4PDhw2jdurU0rcfkyZPRokULTJgwAbdu3co1rcelS5cwb948eHt7Y8yYMXj8+HGuaT1SU1MRFhYGABg7diy0Wq0s03owYCuhituHOBHljQGb5e3aEmsFbBUrViySgO327dsm7WPVqlURGxsLnU4HtVoNLy8vfPXVV9KIUp1Oh/bt2+OPP/6ATqeDq6srVq9ejd69e0ttPHz4EIGBgTh//jyEEPDw8MCOHTvQvHlzqc7Vq1cRFBQkDSz08fHBgQMHUK1atULf/xIXsJ04cQJeXl6ytE3yi4+PR7NmzazdDSLFYMBmebu2hAFbyVXiRol6eXnB29vb2t0gIiKyGUU5StRWlbiALT4+3tpdIAvw+SPSZ63pLKyRubP1L2QiY0pcwNa0aVNrd6HYk+uDWq5TIUREZF3MsMmP87ARERERKVyJy7ARERFR0WKGTX7MsBEREREpHDNsREREZBFm2OTHDBsRERGRwjHDZqOK26hMjjAlypux1781MhK2ngWxVcywyY8ZNiIiIiKFY4aNiIiILMIMm/yYYSMiIiJSOGbYiIiIyCLMsMmPGTYiIiIihWPARkRERKRwPCVKREREFuEpUfkxYCOz5PeGMTYnlCXzpXGuNaKiVdC5Dy15r9r6FzKRMQzYiIiIyGIMuOXFa9iIiIiIFI4ZNiIiIrJIUWTXbD2DxwwbERERkcIxw0ZEREQWYYZNflbJsNn6QSciIpIDv19LLqtk2FJSUqyxWXqGXG9qflgQlXx8nytXSkoKXF1di3y7zLDJzyoBW6VKlXDr1i24uLhwfi0iIiILCSGQkpKCSpUqWbsrJBOrBGxqtRre3t7W2DQREVGJZI3MWg5m2OTHUaJERERECsdRokRERGQRZtjkxwwbERERkcIxw0ZEREQWYYZNfsywEZGsDhw4AJVKhYcPHxa4jUuXLsHLy0tRUwJ99NFHaNiwofT3+++/j5CQEOt1iIhKNAZsZDOGDh0KlUoFlUoFe3t7eHp6omPHjli1ahV0Op1ZbT3/ZV1YfHx8sHjx4kJv15patWqF27dvWzSCbdq0aRgzZgxcXFwKsWeFa/LkyVi9ejWio6Ot3RWiIieEKJKHLWPARjalS5cuuH37Nq5fv47w8HC0a9cO48aNQ/fu3fH06VNrd6/QZGRkWLsLEgcHB3h5eRV4zsWYmBjs2LEDw4YNK+SeFe5x8vDwQKdOnfD1118XWptERDkYsJFNcXR0hJeXFypXroyAgAB8+OGH2L59O8LDw7FmzRqpXlJSEkaNGgUPDw9otVq0b98ef//9NwBgzZo1mDVrFv7++28pY5ezrrH1cuzYsQNNmjSBk5MTKlSogD59+gAA2rZtixs3bmDChAlSuzk2b96MunXrwtHRET4+Pvjss8/02vTx8cGcOXMwdOhQuLq6YuTIkbn2/e7du/Dy8sLcuXOlZX/++SccHBwQERFh8Jh98MEHqFWrFjQaDXx9fTF9+nRkZmYCyP5VHRQUhC5duki/fh8+fIiqVati2rRpAHKfEr1x4wZeeeUVlC1bFqVLl0bdunXx66+/Gtz+hg0b0KBBA725G9esWQM3Nzfs3LkTtWvXhkajQb9+/fDo0SN899138PHxQdmyZTF27FhkZWXle5yM7WOO0NBQeHp6wsXFBcOHD0d6enquvvbo0QM//fSTwX0hKqmYYSsCgshGDBkyRPTs2TPPsgYNGojg4GAhhBA6nU60bt1avPLKK+LEiRPi33//Fe+9954oX768uHfvnkhLSxPvvfeeqFu3rrh9+7a4ffu2SEtLy3c9IYTYuXOnsLOzEzNmzBBRUVHizJkz4pNPPhFCCHHv3j3h7e0tZs+eLbUrhBAnT54UarVazJ49W1y6dEmsXr1aODs7i9WrV0v9r1atmtBqtWLBggXi8uXL4vLly3nu565du4S9vb04ceKESElJETVq1BDjxo0zetw+/vhjceTIEREdHS127NghPD09xaeffiqVx8TEiLJly4rFixcLIYR49dVXRZMmTURGRoYQQoj9+/cLAOLBgwdCCCG6desmOnbsKM6ePSuuXr0qfvnlF3Hw4EGD2+/Zs6d4++239ZatXr1a2Nvbi44dO4rTp0+LgwcPivLly4tOnTqJAQMGiAsXLohffvlFODg4iPXr1+d7nPLbx59//lk4ODiIb7/9Vvzzzz9i2rRpwsXFRTRo0ECvX1FRUQKAuH79utFjSlRSJCUlCQDC2dlZaDQaWR/Ozs4CgEhKSrL2blsFAzayGcYCtldffVXUqVNHCCHE3r17hVarFenp6Xp1XnjhBbF8+XIhhBAzZ87M9WVtynotW7YUr7/+usE+VqtWTSxatEhv2aBBg0THjh31lk2aNEn4+fnprderVy+D7T5r9OjRolatWuL1118X9erVE48fPzZpvRzz588XjRs31lu2YcMG4ejoKKZOnSo0Go24dOmSVPZ8wFa/fn3x0Ucfmby9Bg0aiNmzZ+stW716tQAgrly5Ii176623hEajESkpKdKyzp07i7feekv629Tj9Pw+tmzZMlfQ2Lx581yvgZwvrwMHDpi0b0TFHQO2osNpPYiQnc7POQV56tQppKamonz58np1Hj9+jKtXrxpsw5T1zpw5k+fpSmMuXryInj176i1r3bo1Fi9ejKysLNjZ2QEAmjRpYlJ7CxcuRL169bBhwwacPHkSTk5ORutv2rQJixcvxpUrV5CamoqnT59Cq9Xq1enfvz+2bt2KefPm4auvvkKtWrUMthcSEoJ33nkHERERCAoKQt++feHv72+w/uPHj/Pso0ajwQsvvCD97enpCR8fH5QpU0ZvWUJCgt56eR2n/Pbx4sWLePvtt/XWadmyJfbv36+3zNnZGQCQlpZmcH+ISiLBaT1kx4CNCNlfyNWrVwcA6HQ6VKxYEQcOHMhVz83NzWAbpqyX84VujmeDyWeXPa906dImtXft2jXExcVBp9Phxo0bRoOlY8eO4bXXXsOsWbPQuXNnuLq6Yv369bmuoUtLS8OpU6dgZ2eHy5cvG93+iBEj0LlzZ+zatQsRERGYN28ePvvsM4wdOzbP+hUqVMCDBw9yLbe3t9f7O2f07/PLnh8B/PxxMnUfTXH//n0AgLu7u9nrEhEZw4CNbN6+fftw7tw5TJgwAQAQEBCA+Ph4lCpVCj4+Pnmu4+DgoHcxu6nr+fv7Y+/evQZHPObVrp+fHw4fPqy37OjRo6hVq5aUXTNVRkYGXn/9dbz66qt48cUXMXz4cJw7dw6enp551j9y5AiqVasmDSAAsgcNPO+9996DWq1GeHg4unbtim7duqF9+/YG+1GlShW8/fbbePvttzF16lR8++23BgO2Ro0aISoqyqz9NIcp+1inTh0cO3YMgwcPlpYdO3YsV1vnz5+Hvb096tatK1t/iZSIGTb5cZQo2ZQnT54gPj4esbGxOH36NObOnYuePXuie/fu0pdxUFAQWrZsiV69euG3337D9evXcfToUfz3v//FyZMnAWSPNoyOjsaZM2eQmJiIJ0+emLTezJkz8dNPP2HmzJm4ePEizp07h/nz50v98/HxwaFDhxAbG4vExEQA2cHQ3r178fHHH+Pff//Fd999hy+//BLvv/++2fs/bdo0JCUlYcmSJZg8eTLq1KmD4cOHG6xfo0YN3Lx5E+vXr8fVq1exZMkSbN26Va/Orl27sGrVKqxduxYdO3bElClTMGTIkDyzYgAwfvx4/Pbbb4iOjsbp06exb98+1KlTx2AfOnfujMjIyFyBbGExZR/HjRuHVatWYdWqVfj3338xc+ZMXLhwIVdbf/zxB15++eUCZVKJiIyy4vVzREVqyJAhAoAAIEqVKiXc3d1FUFCQWLVqlcjKytKrm5ycLMaOHSsqVaok7O3tRZUqVcTrr78ubt68KYQQIj09XfTt21e4ubkJANKIzfzWE0KIzZs3i4YNGwoHBwdRoUIF0adPH6ksMjJS+Pv7C0dHR/Hs23PTpk3Cz89P2Nvbi6pVq4oFCxbo9TevwQrP279/vyhVqpT4448/pGU3btwQrq6uYtmyZQbXmzRpkihfvrwoU6aMePXVV8WiRYuEq6urEEKIhIQE4enpKebOnSvVz8zMFM2aNRMDBgyQtotnBh28++674oUXXhCOjo7C3d1dvPHGGyIxMdHg9p8+fSoqV64sdu/eLS1bvXq11IcceQ0EeX6giaHjZGwfc3zyySeiQoUKokyZMmLIkCFi8uTJubZXq1Yt8dNPPxncF6KSJmfQgYODg3B0dJT14eDgYNODDlRC2HiOkYgUb9myZdi+fTt+++03a3fFoF27dmHSpEk4e/YsSpXi1SZkG5KTk+Hq6goHB4cCT45tKiEEMjIykJSUlGvgky3gpwoRKd6oUaPw4MEDpKSkKPb2VI8ePcLq1asZrJFNKorcj63nl5hhIyIiogLJybDZ29sXSYYtMzOTGTYiIiKigmCGTX4cJUpERESkcMywERERkUWYYZMfM2xERERECscMGxEREVmEGTb5McNGREREpHDMsBEREZFFmGGTHzNsRERERArHDBsRERFZhBk2+THDRkRERCXSa6+9Jt2FQaPR4Msvv7R2lwqMARsRERFZTAgh68Nc48aNw88//4xBgwbhl19+Qe3atTF27FhERkbKsPfy471EiYiIqEBy7iValEy9l2iZMmVQrVo1XLhwQVrm6OiIgICAYhm08Ro2IiIiKjZiY2ORnJws/a3VanMFcKmpqXj06BG6d++ut7xOnTq4ePFikfSzsPGUKBERERWIg4MDvLy8imx79vb28PPzQ5UqVaRHjx49ctX7999/AQC+vr56yz08PJCWllYkfS1szLARERFRgTg5OSE6OhoZGRlFsr309PRc2zJ2elSlUun9LYTItay4YMBGREREBebk5AQnJ6ci2ZYp164BQK1atQAAV69e1Vt+9+5dODs7F3q/igJPiRIREVGJUqZMGZQuXRq7du3SW37x4kXUqVPHSr2yDAM2IiIiKnGGDx+OCxcuYNiwYdi5cycCAgKQkZGBhQsXWrtrBcJpPYiIiKhEeu2117Bp0yZkZWXB2dkZn376KcaOHWvtbhUIAzYiIiIiheMpUSIiIiKFY8BGREREpHAM2IiIiIgUjgEbERERkcIxYCMiIiJSOAZsRERERArHgI2IiIhI4RiwERERESkcAzYiIiIihWPARkRERKRwDNiIiIiIFO7/AJdyvW+l7z+CAAAAAElFTkSuQmCC", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "s_subset.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`threshold_and_mask` is a useful way to see what exactly what the pre-processing of the center of mass algorithm does, as we want to extract the beam shifts themselves, not intensity distributions _within_ the disk, or diffraction spots _outside_ the disk.\n", "\n", "It works by getting the mean of the intensity inside the masked area, times the threshold. Then, any pixel lower or equal than that value is set to zero, while any value above that value is set to one. Ideally, this should remove the influence of other diffraction effects, and non-uniform direct beam." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[########################################] | 100% Completed | 105.27 ms\n" ] } ], "source": [ "s_threshold_mask = s_subset.threshold_and_mask(threshold=3., mask=(16, 16,16))" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "s_threshold_mask.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Having found some optimized parameters, we can use this to run the center of mass processing again." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[ ] | 0% Completed | 123.83 us" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/carterfrancis/mambaforge/envs/pyxem-demos/lib/python3.11/site-packages/pyxem/signals/diffraction2d.py:926: VisibleDeprecationWarning: Argument `lazy_result` is deprecated and will be removed in version 1.00.0. To avoid this warning, please do not use `lazy_result`. Use `lazy_output` instead. See the documentation of `center_of_mass()` for more details.\n", " since=\"0.15.0\", name=\"lazy_result\", alternative=\"lazy_output\", removal=\"1.00.0\"\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "[########################################] | 100% Completed | 428.41 ms\n" ] } ], "source": [ "s_crop_com_threshold = s.center_of_mass(threshold=3., mask=(16, 16, 16), lazy_result=False)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "s_crop_com_threshold.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This seems to have improved it a little bit.\n", "\n", "For doing more advanced processing of this type of data, see https://fpdpy.gitlab.io/fpd/, which has better edge detection algorithms in the `fpd.fpd_processing.phase_correlation` function. For a complete example on how to use this, see https://zenodo.org/record/3466591/files/d001_get_dpc_raw_signal.py which processes the same type of dataset as used in this example." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Correcting d-scan" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "With the beam shift extracted, we will remove the effects of impure beam shift (d-scan).\n", "This is due to various instrument misalignments, and leads to a change in beam position in the probe plane becoming a shift of the beam in the detector plane.\n", "Luckily, in most situations, the d-scan is linear across the dataset, meaning it can be removed using a simple plane subtraction.\n", "\n", "However, for the full version of this dataset (if you didn't crop it earlier), a simple plane subtraction is not enough to remove all the effects of this d-scan.\n", "See `fpd.ransac_tools.ransac_im_fit` for more advanced ways of removing it, for example in https://zenodo.org/record/3466591/files/d001_get_dpc_raw_signal.py" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "s_dpc = s_crop_com_threshold.correct_ramp(corner_size=0.05)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "s_dpc.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Visualization" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we can visualize the signal as a magnitude and direction maps: `get_color_signal`, `get_magnitude_signal` and `get_color_image_with_indicator`.\n", "\n", "The two former returns a HyperSpy signal, while the latter interfaces directly with the matplotlib backend making it more customizable." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "s_color = s_dpc.get_color_signal()\n", "s_color.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`get_magnitude_signal` gives the magnitude of the beam shift vector. Which can be useful for visualizing the domain walls." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "s_magnitude = s_dpc.get_magnitude_signal()\n", "s_magnitude.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `get_color_image_with_indicator` method has a large degree of customizability, which is useful when making images for presentations, posters or articles.\n", "\n", "By default it returns a matplotlib figure object, which can be saved directly" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = s_dpc.get_color_image_with_indicator()\n", "fig.savefig(\"dpc_image.png\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "One way quick-and-dirty of suppressing the contrast from the nanocrystalline grains is by blurring.\n", "This suppresses the contrast from the rapidly varying grain, leading to an enhancing of the contrast from the large features, like the ferromagnetic domains." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "tags": [ "nbsphinx-thumbnail" ] }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "s_dpc_blur = s_dpc.gaussian_blur(1.2)\n", "s_dpc_blur.get_color_signal().plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Bivariate histogram\n", "\n", "Lastly, we can visualize the 2-dimensional histogram of the beam shifts.\n", "\n", "Tip: press the H key on your keyboard, to tune the intensity in the image." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "s_hist = s_dpc_blur.get_bivariate_histogram()\n", "s_hist.plot(cmap='viridis')" ] } ], "metadata": { "kernelspec": { "display_name": "pyxem-demos", "language": "python", "name": "pyxem-demos" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3" } }, "nbformat": 4, "nbformat_minor": 4 }