{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Phase Diagram calculations at Mauna Loa\n", "\n", "- Given a set composition we can use `ptt` to assess the phase stability at different P-T conditions to construct a phase diagram.\n", "- These calculations can be performed with either the MELTS or Holland & Powell family of thermodynamic models (through MAGEMin).\n", "- Also use outputs to assess the variability in key geochemical parameters across P-T space (e.g., phase proportions or chemistry).\n", "\n", "\n", "**Before any calculations can be run** users need to download the alphaMELTS for MATLAB files and/or install the MAGEMinCalc and juliacall packages. Please see the installation guide on ReadTheDocs." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "alphaMELTS for Python files successfully located.\n", "If using the Green et al. (2025) or Weller et al. (2024) thermodynamic models please run `ptt.activate_petthermotools_env()` prior to any calculations.\n", "0.4.6\n" ] } ], "source": [ "import numpy as np\n", "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "# If the alphaMELTS for Python files have not been added to your Python path (see installation guide) then use the two lines below to add\n", "# the location of the alphaMELTS files here.\n", "# import sys\n", "# sys.path.append(r'C:\\Users\\penny\\Box\\Berkeley_new\\MELTS_Installation\\alphamelts_py\\alphamelts-py-2.3.1-win64')\n", "\n", "\n", "import petthermotools as ptt \n", "\n", "print(ptt.__version__)\n", "# If you are running in jupyter lab or notebook, remove the word widget. \n", "%matplotlib widget" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Julia environment detected.\n", "Detected IPython. Loading juliacall extension. See https://juliapy.github.io/PythonCall.jl/stable/compat/#IPython\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ " Activating project at `~/.petthermotools_julia_env`\n", "Precompiling MAGEMinCalc...\n", " 785.6 ms ? PythonCall\n", "Info Given MAGEMinCalc was explicitly requested, output will be shown live \u001b[0K\n", "\u001b[0KUsing libMAGEMin.dylib from MAGEMin_jll\n", "\u001b[0K┌ Warning: Module PythonCall with build ID fafbfcfd-5919-c725-0476-cd0238baa5be is missing from the cache.\n", "\u001b[0K│ This may mean PythonCall [6099a3de-0909-46bc-b1f4-468b9a2dfc0d] does not support precompilation but is imported by a module that does.\n", "\u001b[0K└ @ Base loading.jl:2541\n", " 2205.1 ms ? MAGEMinCalc\n", "[ Info: Precompiling MAGEMinCalc [dd69d18c-a947-4316-a873-d8ea006ff1b2] (cache misses: wrong dep version loaded (4), mismatched flags (2))\n", "┌ Warning: Module PythonCall with build ID fafbfcfd-5919-c725-0476-cd0238baa5be is missing from the cache.\n", "│ This may mean PythonCall [6099a3de-0909-46bc-b1f4-468b9a2dfc0d] does not support precompilation but is imported by a module that does.\n", "└ @ Base loading.jl:2541\n", "┌ Info: Skipping precompilation due to precompilable error. Importing MAGEMinCalc [dd69d18c-a947-4316-a873-d8ea006ff1b2].\n", "└ exception = Error when precompiling module, potentially caused by a __precompile__(false) declaration in the module.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Using libMAGEMin.dylib from MAGEMin_jll\n", "Using libMAGEMin.dylib from MAGEMin_jll\n", " From worker 4:\tUsing libMAGEMin.dylib from MAGEMin_jll\n", " From worker 2:\tUsing libMAGEMin.dylib from MAGEMin_jll\n", " From worker 5:\tUsing libMAGEMin.dylib from MAGEMin_jll\n", " From worker 3:\tUsing libMAGEMin.dylib from MAGEMin_jll\n", "Julia Environment Ready. MAGEMinCalc v0.6.1 detected\n" ] } ], "source": [ "ptt.activate_petthermotools_env()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As in all examples we will import the key packages including `ptt`. The only difference here is that we will also use `%matplotlib widget` to make the phase diagram plots interactive (more explanation later).\n", "\n", "The cell below can be used for users running MacOS to suppress the outputs (you need to run it twice). I'm still trying to find a better way to deadl with this - if you have suggestions please let me know." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "# Should be used to suppress outputs on MacOS - run twice - if on windows, wont do anything. \n", "import platform\n", "if platform.system() == \"Darwin\":\n", " import sys\n", " import os\n", " sys.stdout = open(os.devnull, 'w')\n", " sys.stderr = open(os.devnull, 'w')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Bulk composition\n", "- We are going to recreate the study of Wieser et al. (2025b), which places constraints on magma storage at Mauna Loa Volcano (Bull Volcanol, https:// doi. org/ 10. 1007/ s00445- 025- 01869-2). It has been suggested based on pMELTS modelling that the presence of high Mg# Opx indicates sub-Moho magma storage. We can assess if this is true using different thermodynamic models. " ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "# Estimated primary melt composition using reverse crystallization calculations in Petrolog3\n", "Prim_MELT = {\n", " 'SiO2_Liq': 48.5858,\n", " 'TiO2_Liq': 1.4381,\n", " 'Al2O3_Liq': 9.73,\n", " 'FeOt_Liq': 10.144, # 9.064 + 0.8998*1.1996\n", " 'MgO_Liq': 20.0,\n", " 'CaO_Liq': 7.2186,\n", " 'Na2O_Liq': 1.7327,\n", " 'K2O_Liq': 0.3227,\n", " 'Cr2O3_Liq': 0.0702,\n", " 'H2O_Liq': 0.2,\n", " 'Fe3Fet_Liq': 0.106 # (0.8998*1.1996) / FeOt\n", "}\n" ] }, { "attachments": { "Refinement-2.png": { "image/png": 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} }, "cell_type": "markdown", "metadata": {}, "source": [ "We can now run `ptt.phaseDiagram_calc` which takes an array of pressure and temperature conditions and evaluates the equilibrium assemblage at each combination of values. The import parameters to tweak are:\n", "1) The `i_max` parameters determines the maximum number of iterations that the code will loop through (a new loop is started if one calculation fails) unless every point either has a solution or hits a failure point. Smaller i_max, more likely to have holes in the phase diagram (as if one calculation kills a subprocess with 7 more calculations to run, you will get 7 holes until you have i_max>1). 15 is generally a good value to use. \n", "2) The `refine = 2` parameter helps refine the phase boundaries. Consider that your 25 pressure and temperature points creates the grid shown below. Initially, the phase boundary between olivine and liquid is put at the midpoint between the solved values. \n", "![Refinement-2.png](attachment:Refinement-2.png)\n", "What the first refine step does is insert a new calculation anywhere two neighbouring points have a different phase assemble (the red dots). These are then solved, and the position of the phase boundary is obtained at a higher precision. To ensure that the matrix has a constant point spacing, new points are inserted between existing points with the same phase (e.g. the point between Ol - Ol is filled with olivine - in this diagram, these are the smaller circles in panel c). refine=2 would do this again after the first refinement stage. " ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "Res_pMELTS = ptt.phaseDiagram_calc(Model = \"pMELTS\", bulk = Prim_MELT, \n", " P_bar = np.linspace(200.0,15000.0, 25),\n", " T_C = np.linspace(1150.0, 1450.0, 25),\n", " i_max = 15,\n", " refine = 2)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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T_CP_barmass_gH_JS_J/KV_cm^3rho_kg/m^3log10(fO2)dVdP_cm^3/barSiO2_Cpx...H_J_PlagS_J/K_PlagCp_J/(kg.K^2)_PlagdCpdT_J/(kg.K^2)_PlagdVdT_cm^3/K_PlagdPdT_bar/K_Plagd2VdT2_cm^3/K^2_Plagd2VdTdP_cm^3/(bar.K)_Plagd2VdP2_cm^3/bar^2_Plagmolwt_Plag
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..................................................................
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9409 rows × 219 columns

\n", "
" ], "text/plain": [ " T_C P_bar mass_g H_J S_J/K V_cm^3 \\\n", "0 1150.0 200.00 100.0 -1.248859e+06 255.862662 35.541637 \n", "1 1150.0 354.17 100.0 -1.248532e+06 255.708136 35.507705 \n", "2 1150.0 508.33 100.0 -1.248206e+06 255.553609 35.473774 \n", "3 1150.0 662.50 100.0 -1.247879e+06 255.399083 35.439842 \n", "4 1150.0 816.67 100.0 -1.247552e+06 255.244556 35.405911 \n", "... ... ... ... ... ... ... \n", "9404 1450.0 14383.33 100.0 -1.144643e+06 290.385564 34.672850 \n", "9405 1450.0 14537.50 100.0 -1.144694e+06 290.046490 34.619078 \n", "9406 1450.0 14691.67 100.0 -1.144745e+06 289.707416 34.565307 \n", "9407 1450.0 14845.83 100.0 -1.144797e+06 289.368342 34.511535 \n", "9408 1450.0 15000.00 100.0 -1.144848e+06 289.029268 34.457763 \n", "\n", " rho_kg/m^3 log10(fO2) dVdP_cm^3/bar SiO2_Cpx ... H_J_Plag \\\n", "0 2813.601422 -8.208987 0.000353 NaN ... -4055.510671 \n", "1 2816.297855 -8.175625 0.000360 NaN ... -9315.357522 \n", "2 2818.994287 -8.142263 0.000368 NaN ... -14575.204374 \n", "3 2821.690719 -8.108900 0.000376 NaN ... -19835.051225 \n", "4 2824.387152 -8.075538 0.000383 NaN ... -25094.898077 \n", "... ... ... ... ... ... ... \n", "9404 2884.100960 -5.168325 0.000004 NaN ... NaN \n", "9405 2888.601626 -5.153195 0.000019 NaN ... NaN \n", "9406 2893.102291 -5.138066 0.000033 NaN ... NaN \n", "9407 2897.602957 -5.122936 0.000048 NaN ... NaN \n", "9408 2902.103623 -5.107807 0.000063 NaN ... NaN \n", "\n", " S_J/K_Plag Cp_J/(kg.K^2)_Plag dCpdT_J/(kg.K^2)_Plag dVdT_cm^3/K_Plag \\\n", "0 0.701873 1227.622241 0.000035 0.000003 \n", "1 1.615936 1227.626545 0.000079 0.000006 \n", "2 2.529999 1227.630849 0.000124 0.000009 \n", "3 3.444063 1227.635154 0.000168 0.000013 \n", "4 4.358126 1227.639458 0.000213 0.000016 \n", "... ... ... ... ... \n", "9404 NaN NaN NaN NaN \n", "9405 NaN NaN NaN NaN \n", "9406 NaN NaN NaN NaN \n", "9407 NaN NaN NaN NaN \n", "9408 NaN NaN NaN NaN \n", "\n", " dPdT_bar/K_Plag d2VdT2_cm^3/K^2_Plag d2VdTdP_cm^3/(bar.K)_Plag \\\n", "0 NaN 8.456372e-10 0.0 \n", "1 NaN 1.940876e-09 0.0 \n", "2 NaN 3.036115e-09 0.0 \n", "3 NaN 4.131354e-09 0.0 \n", "4 NaN 5.226593e-09 0.0 \n", "... ... ... ... \n", "9404 NaN NaN NaN \n", "9405 NaN NaN NaN \n", "9406 NaN NaN NaN \n", "9407 NaN NaN NaN \n", "9408 NaN NaN NaN \n", "\n", " d2VdP2_cm^3/bar^2_Plag molwt_Plag \n", "0 7.925588e-13 273.791174 \n", "1 1.835080e-12 273.722894 \n", "2 2.877602e-12 273.654613 \n", "3 3.920124e-12 273.586332 \n", "4 4.962645e-12 273.518051 \n", "... ... ... \n", "9404 NaN NaN \n", "9405 NaN NaN \n", "9406 NaN NaN \n", "9407 NaN NaN \n", "9408 NaN NaN \n", "\n", "[9409 rows x 219 columns]" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Res_pMELTS" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The result is a DataFrame with 97 equally spaced temperature and pressure values (so total size of 97*97).\n", "Why 97 you ask? Well initially its 25 in x and 25 in y. The refine then adds 24 points (one inbetween each point), so 49X49. The refine again adds another 48 points so (49+48) = 97 X 97. For cases where the phase assemblage of 2 neighboring points was identical the phase proportions and phase chemistry is estimated through simply linear interpolation between the two neighbors. To view the phase diagram results we can use the `plot_phaseDiagram` function in `ptt`. This will create a phase diagram labelled by number, with each number corresponding to a phase assemblage listed on the right. By using `%matplotlib widget` above you should be able to hover over the plot and see which number (and therefore phase assemblage) is present at each P-T condition." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "1db57357a25f45d09023783a513f3b58", "version_major": 2, "version_minor": 0 }, "image/png": 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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "(
,\n", " array([,\n", " ], dtype=object))" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ptt.plot_phaseDiagram(Combined = Res_pMELTS)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Lets try Melts V.1.0.2" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "Res_M12 = ptt.phaseDiagram_calc(Model = \"MELTSv1.0.2\", bulk = Prim_MELT, \n", " P_bar = np.linspace(200.0,15000.0, 25),\n", " T_C = np.linspace(1150.0, 1450.0, 25),\n", " i_max = 15,\n", " refine = 2)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "afa6c227322a4cc1bf500c81976e5449", "version_major": 2, "version_minor": 0 }, "image/png": 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dOzNixAiOHDmSpkjc9OnTqV69epr96Zn11bVrV9avX59mH/q0adMoWrQorVq1Mp67dOkSV65coXTp0gDs3r0bMzMz3NzcjG3ee+89atSoQa9evejZsyctWrSgevXqWYoH7v3tVq5cOc2XNek9p6xud0iPZtDluXEz7jZX/ooxHq/9JYKiDkVwti+Sh1GJiIiIPF8GDRrEvHnzWLBgAZGRkQwcOJBLly7Rt29fY5vhw4dnWJE8IyEhISQnJ9OgQQO+++47zpw5Q2RkJDNnzkyzpH316tUsWLCA06dPM3r0aPbu3Uu/fv0A+Oeff/D19SUwMBAvLy+WL1/OqlWrWL16dYZjBwUF0aRJE1q0aMHs2bM5cuQIv//+O6tWraJhw4YmM7aXL19m0KBBnDp1ihUrVjBr1iyTPeZ9+/albNmyjBw5ks8//5zU1FSGDBlivB4cHMzIkSNZsGABFSpUIDo6mujoaG7duvXIZ/Tbb79x+PBhk5+HFS5cmJ49e/Lhhx+yZcsWjh07hp+fH2ZmmaeOAwcOpEGDBnh7e7N69WouXbrEvn37aN++PZGRkcyfPz/LM8udO3fmrbfeonv37syfP58LFy5w9OhR+vTpw7p165g3b57JlzDW1tZ0796dI0eO8N///pf+/fvTqVMnXFxcAJg9eza7d+9myZIldO3alQ4dOuDj40NiYmK64//www+8++67/PDDD5w+fZpTp04xdepUfvrppzRfJI0bN87kORUrVow333wzS/eZHs2gy3Mj9tZtOn48hTsJiZiZmVHM0Z7/fDYiR/fCiIiIiEjm3nnnHf7++2/GjRtHVFQUNWrU4KeffqJ8+fLGNlFRUY/9XvSKFSty8OBBJk6cyODBg4mKiqJ48eLUrVvX5JVuAGPHjmXlypX4+/vj4uJCWFiYcTZ1wIAB2NnZMWnSJADc3d2ZMmUKffv2pXHjxpQpUybN2FZWVmzatInp06czZ84chgwZgq2tLdWqVaN///7GV6vBvSrx8fHxNGjQAHNzcwIDA+nduzdw7xVvP/30E4cOHcLCwgILCwvCwsJo3Lgxr732Gm3btiUkJITExEQ6dOhgEsPo0aMZM2ZMps/o1VdfTXMuvSXtn332Gbdu3aJdu3YUKVKEwYMHExsbm2nf1tbWbN26lcmTJ/Pxxx9z8eJFihQpQvPmzYmIiDB5Bo9iMBhYtWoVX3zxBdOnTycgIAArKys8PDzYtm0br7zyikn7F198kbfffpu2bdsSExNjfE5wb3n9hx9+yPz58ylbtixwL2GvXbs2o0aNYsqUKWnGr169Ora2tgwePJjLly9jZWWFq6sr8+bNw9fX16Ttp59+yoABAzhz5gy1a9dm3bp1WFpaZvle09y73oOeuR07dvDZZ59x4MABoqKiWLNmTYbfiPTp04evv/6a6dOnExQUZDyfkJDAkCFDWLFiBfHx8bRo0YKQkBCTQgbXr1+nf//+rFu3DoB27doxa9Ysk6U4ly5dIiAggK1bt2JjY0PXrl2ZOnXqY/0BPO/vQZenTEvc871ndYm73oMu+YWWuOcPeg+6ZIfBYMj0v+mfpmbNmmX6LvH8LL/Gfv896OmtBniaHvVu+SelJe6PEBcXR+3atfnyy8zfl7127Vr27Nlj3PfwoKCgINasWcPKlSvZuXMnt27d4vXXXzep1Ni1a1cOHz5MeHi48d19D347k5yczGuvvUZcXBw7d+5k5cqVfPfddwwePDjnblZERERERETyjJa4P4KXlxdeXl6Ztvnzzz/p168fGzZs4LXXXjO5Fhsby/z581m6dKnx3YTLli2jbNmybN68GU9PTyIjIwkPDyciIoKGDRsCMHfuXDw8PDh16hRVqlRh48aNnDhxgsuXLxu/BJg2bRp+fn5MnDhR3x7L06NZ8QIlo6Jy+WlmPadmy/t/PIb1Gzdz8fKfHN0eTo1qj/d6mNSb/+NOQgJdgkYQefY8ttZWlCxelOlWdyhvmzOvsnnaNl+7wZjIy6SkppKUmkpQ5dL4lCue12GJiIhIBpSgZ1NKSgq+vr58+OGHuLu7p7l+4MABkpKSaN26tfFc6dKlqVGjBrt27cLT05Pdu3fj4OBgTM7h3vsRHRwc2LVrF1WqVGH37t3UqFHDZIbe09OThIQEDhw4QPPmzdONLyEhgYSEBOPxzZs3c+K2RUTyvQ7eXnzUrw//atcxW/30euctvJo2xmAwMHvpKgJDv2adR7UcivLpSU1N5b0DZ/mpcTVqONhx8fYdXt56hHalnSliYZ7X4YmI5Jm83OG7ffv2PBs7u/Jr7GPGjHnk3vunoVmzZk/lb0lL3LNpypQpWFhY0L9//3SvR0dHY2lpiZOTk8n5kiVLGt9pGB0dTYkSJdJ8tkSJEiZtHn43pJOTE5aWlhm+GxFg8uTJODg4GH/uF0YQESnoXvVoyAulS2WrD2srK9o2a2IsJtmwTg0uxN3JifByzY2797ZT/ZOUjLOlBVZmKowpIiKSX2kGPRsOHDjAF198wcGDBx+7EnhqaqrJZ9L7/JO0edjw4cMZNGiQ8fjmzZtK0kVEntCsJd/g5eL06Ib5gMFgYHE9V7ruO42duRk3kpJZXt8Ny0e8JkdERETyjhL0bPjvf//LtWvXjC+mh3vF3AYPHsyMGTO4cOECLi4uJCYmcv36dZNZ9GvXrtG4cWMAXFxcuHr1apr+//rrL+OsuYuLC3v27DG5fv36dZKSktLMrD/IysoKKyurbN2nFDDaUy7pSG9ven7al54XDPbFTI4nzZjN2ctRrKv6bHzJeTcllWln/uSb+lXwKFqEA9dv0XnfKfY0q42zpf71/yiq1i4iInlBX6Nng6+vL0ePHuXw4cPGn9KlS/Phhx+yYcMGAOrWrUuhQoXYtGmT8XNRUVEcO3bMmKB7eHgQGxvL3r17jW327NlDbGysSZtjx44RFRVlbLNx40asrKyoW7dubtyuiMhza2rI16z5aQM/rViE7TOyf/vozTii7iThUbQIAHWdClPK2pLfbsblcWQiIiKSEX2F/gi3bt3i7NmzxuPz589z+PBhnJ2dKVeuHEWLFjVpX6hQIVxcXKhS5V61YAcHB3r27MngwYMpWrQozs7ODBkyhJo1axqrulerVo02bdrQq1cv5syZA0Dv3r15/fXXjf20bt2a6tWr4+vry2effUZMTAxDhgyhV69equAuIvIUff7VPFauWc+m1ctwdLDndl4HlEVlrC25cieR07ficStsw7lbdzgfdwdXO5u8Dk1EREQyoAT9Efbv329SIf3+fu7u3buzaNGiLPUxffp0LCws6NSpE/Hx8bRo0YJFixZhbv5/szBhYWH079/fWO29Xbt2Ju9eNzc358cff8Tf358mTZpgY2ND165dmTp1ag7cpYhIwRMwbBTrwjcTfe0vWnV8l8J2dpzZs/2x+vjjShRDRk+kUvly/PvtLgAU+vMS21+t+RQizlklrS35olZF3t13GjODgdRU+LxWRUrbWOZ1aCIiIpIBQ2pevmdAct3NmzdxcHAgZlMY9na2eR2O5AXtQZcsyqs96Dn1HvSn5XavLnkdguQC7UHP3xJJZSFxxMbGaiWhiBQomkEXeVYosZZcll7hOHh+isel3vxfXocguUTJuIiI5BcqEiciIiIiIiKSDyhBFxEREREREckHlKCLiIiIiIiI5ANK0EVERERERETyARWJE8lLKvwmz6CcKh6X36u1G+yL5XUIIiIi8pzRDLqIiIiIiIhIPqAEXURERERERCQfUIIuIiIiIiLyHPPz8+PNN9/M6zAEJegiIiIiIpKLduzYgbe3N6VLl8ZgMLB27doc6zs6OprAwEAqVaqElZUVZcuWxdvbmy1btuTYGBlJTEwkODiY2rVrY2trS7FixWjSpAkLFy4kKSkpx8aZO3cu//rXv3BycsLJyYmWLVuyd+/eTD+zfft2DAYDN27cSPf6F198waJFi7IdW3x8PKNHj6ZKlSpYWVlRrFgxOnTowPHjx7Pdd1Zs27aN5s2b4+zsjK2tLa6urnTv3p27d+/myvg5QUXiRHKSir7JcyyniseJPC2D1x3L6xBEBIiLi6N27dr06NGD9u3b51i/Fy5coEmTJjg6OhIcHEytWrVISkpiw4YNBAQEcPLkyRwb62GJiYl4enpy5MgRxo8fT5MmTbC3tyciIoKpU6fy0ksvUadOnRwZa/v27XTp0oXGjRtjbW1NcHAwrVu35vjx45QpU+aJ+nRwcMh2XAkJCbRs2ZJLly4xbdo0GjZsyNWrV5k8eTINGzZk8+bNNGrUKNvjZOT48eN4eXnRv39/Zs2ahY2NDWfOnOHbb78lJSXlqY2b0zSDLiIiIiIiucbLy4sJEybw9ttv52i//v7+GAwG9u7dS4cOHXBzc8Pd3Z1BgwYRERFhbGcwGAgNDcXLywsbGxsqVqzI6tWrjdeXLFlC4cKFOXPmjPFcYGAgbm5uxMXFpTv2jBkz2LFjB1u2bCEgIIA6depQqVIlunbtyp49e3B1dQWgWbNm9OvXj379+uHo6EjRokUZOXIkqampAJw8eRJbW1uWL19u7Pv777/H2tqa3377DYCwsDD8/f2pU6cOVatWZe7cuaSkpGRrlcDDS9zj4uLo1q0bhQsXplSpUkybNo1mzZoRFBSUYR8zZsxg9+7d/PDDD3Tq1Iny5cvToEEDvvvuO6pVq0bPnj2N93l/vLFjx1KiRAns7e3p06cPiYmJAPz111+4uLgwadIkY/979uzB0tKSjRs3pjv+pk2bKFWqFMHBwdSoUYPKlSvTpk0b5s2bh6WlJQCLFi3C0dGRtWvX4ubmhrW1Na1ateLy5ctP/OxymhJ0ERERERF5psXExBAeHk5AQAB2dnZprjs6Opocjxo1ivbt23PkyBHeffddunTpQmRkJADdunWjbdu2+Pj4cPfuXcLDw5kzZw5hYWHp9g33kuaWLVvy0ksvpblWqFAhk88tXrwYCwsL9uzZw8yZM5k+fTrz5s0DoGrVqkydOhV/f38uXrzIlStX6NWrF59++ik1a9ZMd+zbt2+TlJSEs7Nzlp5VVnz44Yds27aNNWvWsHHjRrZv386BAwcy/czy5ctp1aoVtWvXNjlvZmbGwIEDOXHiBEeOHDGe37JlC5GRkWzbto0VK1awZs0axo4dC0Dx4sVZsGABY8aMYf/+/dy6dYt3330Xf39/Wrdune74Li4uREVFsWPHjkzjvH37NhMnTmTx4sX8+uuv3Lx5k86dO2flseQKJegiIiIiIvJMO3v2LKmpqVStWjVL7Tt27Mj777+Pm5sb48ePp169esyaNct4fc6cOURFRdG/f3/8/PwYPXo09evXz7C/M2fOZHnssmXLMn36dKpUqYKPjw+BgYFMnz7deN3f359XXnkFX19funXrRt26dRkwYECG/Q0bNowyZcrQsmXLLI3/KLdu3WL+/PlMnTqVVq1aUbNmTRYvXkxycnKmnzt9+jTVqlVL99r986dPnzaes7S0ZMGCBbi7u/Paa68xbtw4Zs6caVyO3rZtW3r16oWPjw99+/bF2tqaTz/9NMPxO3bsSJcuXWjatCmlSpXirbfe4ssvv+TmzZsm7ZKSkvjyyy/x8PCgbt26LF68mF27dj1yH39u0R50kUfRvnKRbMlob7qhsFO651NvXX+a4chzQHvNRZ4/95dOGwyGLLX38PBIc3z48GHjsZOTE/Pnz8fT05PGjRszbNiwR46f1bEbNWpk0tbDw4Np06aRnJyMubk5AAsWLMDNzQ0zMzOOHTuWYd/BwcGsWLGC7du3Y21tnaXxH+XcuXMkJiaaPCNnZ2eqVKnyxH2m9/u5X0zvPg8PD27dusXly5cpX748AFOnTqVGjRqsWrWK/fv3Z3qP5ubmLFy4kAkTJrB161YiIiKYOHEiU6ZMYe/evZQqVQoACwsL6tWrZ/xc1apVcXR0JDIykgYNGjzxPeYUzaCLiIiIiMgzzdXVFYPBYFym/iQeToJ37NiBubk5V65cyXDv+X1ubm7ZGvthR44cIS4ujri4OKKjo9NtM3XqVCZNmsTGjRupVatWjo19P5l+XG5ubpw4cSLda/cL9N3fi5+ZB38Pv//+O1euXCElJYWLFy9mKY4yZcrg6+vL7NmzOXHiBHfu3OGrr77KcIzMzuUFJegiIiIiIvJMc3Z2xtPTk9mzZ6ebTD/8erEHi8bdP35wifquXbsIDg5m/fr12NvbExgYmOn4Xbt2ZfPmzRw6dCjNtbt375rElN7Yrq6uxtnzmJgY/Pz8GDFiBD169MDHx4f4+HiTz3z22WeMHz+e8PBwk9ngnPDiiy9SqFAhkzivX79usjw9PZ07d2bz5s0m+8wBUlJSmD59OtWrVzfZn37kyBGT+4qIiKBw4cK88MILwL3K+D4+PrzzzjtMmDCBnj17cvXq1ce6FycnJ0qVKmXy/O/evcv+/fuNx6dOneLGjRtZ3qLwtClBFxERERGRXHPr1i0OHz5sXFJ+/vx5Dh8+zKVLl4xthg8fTrdu3R6r35CQEJKTk42Vw8+cOUNkZCQzZ85Ms6R99erVLFiwgNOnTzN69Gj27t1Lv379APjnn3/w9fUlMDAQLy8vli9fzqpVq0wqvT8sKCiIJk2a0KJFC2bPns2RI0f4/fffWbVqFQ0bNjSpCH/58mUGDRrEqVOnWLFiBbNmzTLZY963b1/Kli3LyJEj+fzzz0lNTWXIkCHG68HBwYwcOZIFCxZQoUIFoqOjiY6O5tatW498Rr/99pvx2T/4O3hQ4cKF6dmzJx9++CFbtmzh2LFj+Pn5YWaWeeo4cOBAGjRogLe3N6tXr+bSpUvs27eP9u3bExkZyfz5801mqRMTE+nZsycnTpzg559/ZvTo0fTr1884zogRI4iNjWXmzJl89NFHxkrwGZkzZw4ffPABGzdu5Ny5cxw/fpyhQ4dy/PhxvL29je0KFSpEYGAge/bs4eDBg/To0YNGjRrli+XtoD3oIiIiIiKSi/bv30/z5s2Nx4MGDQKge/fuLFq0CICoqCiThD0rKlasyMGDB5k4cSKDBw8mKiqK4sWLU7duXUJDQ03ajh07lpUrV+Lv74+LiwthYWFUr14dgAEDBmBnZ2d8xZe7uztTpkyhb9++NG7cON13jVtZWbFp0yamT5/OnDlzGDJkCLa2tlSrVo3+/ftTo0YNY9tu3boRHx9PgwYNMDc3JzAwkN69ewP3XvH2008/cejQISwsLLCwsCAsLIzGjRvz2muv0bZtW0JCQkhMTKRDhw4mMYwePZoxY8Zk+oxeffXVNOfSW9L+2WefcevWLdq1a0eRIkUYPHgwsbGxmfZtbW3N1q1bmTx5Mh9//DEXL16kSJEiNG/enIiICJNnANCiRQtcXV159dVXSUhIoHPnzsb4t2/fzowZM9i2bRv29vYALF26lFq1ahEaGsoHH3yQZvwGDRqwc+dO+vbty5UrVyhcuDDu7u6sXbuWpk2bGtvZ2toydOhQunbtyh9//MErr7zCggULMr233GRIfdJNBvJMunnzJg4ODsRsCsPezvbRH3iWqbibSL5g3tr3qfX9NAvK3e7V5an1LU+XisQVfImkspA4YmNjjf/xLpJVBoOBNWvWmLz3O7c0a9aMOnXqMGPGjFwfO7tyMnY/Pz9u3LjB2rVrs93X41i0aBFBQUFptjzkJ1riLiIiIiIiIpIPKEEXERERERERyQe0xP05oyXuIpLbtMRdcpuWuBd8WuIuIgWVZtBFRERERERE8gFVcZdni2bFRfKtpzlTnhFDYafHav80Z9wl92mmXEREChrNoIuIiIiIiIjkA0rQRURERERERPIBJegiIiIiIiIi+YASdBEREREREZF8QEXiJHeouJtIgZEXxeByyuMWlZP8QcXgRETkeaEZdBEREREREZF8QAm6iIiIiIiISD6gBF1EREREREQkH9AedHky2lMuIgWcdQ+fdM/fWRiWy5E8P7TXXEREnneaQRcRERERERHJB5Sgi4iIiIiIiOQDStBFRERERERE8gEl6CIiIiIiIiL5gIrEyf9R4TcReYB5a9+8DkFERERyQbNmzahTpw4zZswAoEKFCgQFBREUFJSncT2PNIMuIiIiIiK5ZvLkydSvX58iRYpQokQJ3nzzTU6dOpUjfUdHRxMYGEilSpWwsrKibNmyeHt7s2XLlhzpPzOJiYkEBwdTu3ZtbG1tKVasGE2aNGHhwoUkJSXl2Dhz587lX//6F05OTjg5OdGyZUv27t2bY/0D7Nu3j969e+don8+7U6dO0bx5c0qWLIm1tTWVKlVi5MiRaf42NIMuIiIiIiK55pdffiEgIID69etz9+5dRowYQevWrTlx4gR2dnZP3O+FCxdo0qQJjo6OBAcHU6tWLZKSktiwYQMBAQGcPHkyB+/CVGJiIp6enhw5coTx48fTpEkT7O3tiYiIYOrUqbz00kvUqVMnR8bavn07Xbp0oXHjxlhbWxMcHEzr1q05fvw4ZcqUyZExihcvniP9PG2JiYlYWlrmdRhZUqhQIbp168bLL7+Mo6MjR44coVevXqSkpDBp0iRjO82gi4iIiIhIrgkPD8fPzw93d3dq167NwoULuXTpEgcOHMhWv/7+/hgMBvbu3UuHDh1wc3PD3d2dQYMGERERYWxnMBgIDQ3Fy8sLGxsbKlasyOrVq43XlyxZQuHChTlz5ozxXGBgIG5ubsTFxaU79owZM9ixYwdbtmwhICCAOnXqUKlSJbp27cqePXtwdXUF7i0l79evH/369cPR0ZGiRYsycuRIUlNTATh58iS2trYsX77c2Pf333+PtbU1v/32GwBhYWH4+/tTp04dqlatyty5c0lJSXnkKoFff/2Vpk2bYmtri5OTE56enly/fj3dthUqVDAud7//zObNm8dbb72Fra0trq6urFu3zuQzv/zyCw0aNMDKyopSpUoxbNgw7t69a7z+qHsfN24cNWvWTBNL3bp1+eSTTwDw8/PjzTffZPLkyZQuXRo3NzcAfvvtN/79739jY2ND0aJF6d27N7du3QLufaFhaWnJf//7X2Of06ZNo1ixYkRFRQHw559/8s477+Dk5ETRokV54403uHDhgrH9/XGnTp1KqVKlKFq0KAEBASaz34mJiXz00UeUKVMGOzs7GjZsyPbt243XK1WqRI8ePahduzbly5enXbt2+Pj4mMQFStBFRERERCQPxcbGAuDs7PzEfcTExBAeHk5AQEC6s/COjo4mx6NGjaJ9+/YcOXKEd999ly5duhAZGQlAt27daNu2LT4+Pty9e5fw8HDmzJlDWFhYhjP8YWFhtGzZkpdeeinNtUKFCpl8bvHixVhYWLBnzx5mzpzJ9OnTmTdvHgBVq1Zl6tSp+Pv7c/HiRa5cuUKvXr349NNP001eAW7fvk1SUlKmz+/w4cO0aNECd3d3du/ezc6dO/H29iY5OTnDzzxs7NixdOrUiaNHjxqfT0xMDHAvwW3bti3169fnyJEjhIaGMn/+fCZMmGDSR2b3/t5773HixAn27dtnbH/06FEOHTqEn5+f8dyWLVuIjIxk06ZN/PDDD9y+fZs2bdrg5OTEvn37WL16NZs3b6Zfv37AvS8GgoKC8PX1JTY2liNHjjBixAjmzp1LqVKluH37Ns2bN6dw4cLs2LGDnTt3UrhwYdq0aUNiYqJx3G3btnHu3Dm2bdvG4sWLWbRoEYsWLTJe79GjB7/++isrV67k6NGjdOzYkTZt2ph80fOgs2fPEh4eTtOmTU3OG1Lvf2Uhz4WbN2/i4OBATFgw9rY2eR2OiOQTKgiXVvLGpY/V/s7CsKcUScE0eN2xvA5BnmGJpLKQOGJjY7G3t8/rcCQbUlNTeeONN7h+/XqamcTHsXfvXho2bMj333/PW2+9lWlbg8FA3759CQ0NNZ5r1KgRL7/8MiEhIQBcv36dWrVq4e3tzffff09gYCAjRozIsE9bW1t69erFF198kenYzZo149q1axw/fhyDwQDAsGHDWLduHSdOnDC2e/3117l58yaWlpaYmZmxYcMGY/uHBQQEsGHDBo4dO4a1tXW6bbp27cqlS5fYuXNnhnFlViTOYDAwcuRIxo8fD0BcXBxFihThp59+ok2bNowYMYLvvvuOyMhIY5whISEMHTqU2NhYzMzMsnTvbdu2pUKFCsbfw8CBAzl8+DDbtm0D7s1kh4eHc+nSJePS9rlz5zJ06FAuX75s/CLkp59+wtvbmytXrlCyZEkSExNp1KgRrq6uHD9+HA8PD+bOnQvAggULCA4ONok9MTERR0dH1q5dS+vWrfHz82P79u2cO3cOc3NzADp16oSZmRkrV67k3LlzuLq68scff1C6dGnjc23ZsiUNGjQwWcLeuHFjDh48SEJCAr179yY0NBQzs/+bN9cMuoiIiIiI5Il+/fpx9OhRVqxYka1+7s85ZpTEPszDwyPN8f0ZdAAnJyfmz59PaGgolStXZtiwYY8cP6tjN2rUyKSth4cHZ86cMZnNXrBgAUePHuXgwYMsWrQow76Dg4NZsWKFcRl8Ru7PoGdHrVq1jP/bzs6OIkWKcO3aNQAiIyPx8PAwibNJkybcunWLP/74vzdFPeree/XqxYoVK7hz5w5JSUmEhYXx3nvvmcRRs2ZNk33nkZGR1K5d22SVQpMmTUhJSTEWH7S0tGTZsmV89913xMfHmyzfP3DgAGfPnqVIkSIULlyYwoUL4+zszJ07dzh37pyxnbu7uzE5ByhVqpTx/g8ePEhqaipubm7GPgoXLswvv/xi0gfAN998w8GDB1m+fDk//vgjU6dONbmuInEiIiIiIpLrAgMDWbduHTt27OCFF17IVl+urq4YDAYiIyN58803n6iPh5PgHTt2YG5uzpUrV4iLi8t0tYabm5tJgp9dR44cIS4uDjMzM6Kjo01mZe+bOnUqkyZNYvPmzSbJc3psbLK/crZQoUImxwaDgZSUFCD9Lyge90sTAG9vb6ysrFizZg1WVlYkJCTQvn17kzYPbzPI7MuRB8/v2rULuLcdIiYmxthPSkoKdevWJSws7Uq4B4vlZXb/KSkpmJubc+DAAZMkHqBw4cImx2XLlgWgevXqJCcn07t3bwYPHmz8nGbQRUREREQk16SmptKvXz++//57tm7dSsWKFbPdp7OzM56ensyePTvdQm43btwwOX6waNz946pVqxqPd+3aRXBwMOvXr8fe3p7AwMBMx+/atSubN2/m0KFDaa7dvXvXJKb0xnZ1dTUmaDExMfj5+TFixAh69OiBj48P8fHxJp/57LPPGD9+POHh4dSrVy/T2ODe7PfTfNVc9erV2bVrFw/unt61axdFihQxqSz/qHu3sLCge/fuLFy4kIULF9K5c2dsbW0fOfbhw4dNnvGvv/6KmZmZsYjcuXPnGDhwIHPnzqVRo0Z069bNmFy//PLLnDlzhhIlSvDiiy+a/Dg4OGTp/l966SWSk5O5du1amj5cXFwy/FxqaipJSUkmz00JuoiIiIiI5JqAgACWLVvG8uXLKVKkCNHR0URHR5skocOHD6dbt26P1W9ISAjJyck0aNCA7777jjNnzhAZGcnMmTPTLGlfvXo1CxYs4PTp04wePZq9e/cai4r9888/+Pr6EhgYiJeXF8uXL2fVqlUmld4fFhQURJMmTWjRogWzZ8/myJEj/P7776xatYqGDRuaFAq7fPkygwYN4tSpU6xYsYJZs2YxYMAA4/W+fftStmxZRo4cyeeff05qaipDhgwxXg8ODmbkyJEsWLCAChUqGJ/f/arl6Rk+fDj79u3D39+fo0ePcvLkSUJDQ/nf//73WM84I/7+/ly+fJnAwEBOnjzJf/7zH0aPHs2gQYNM9lc/6t4B3n//fbZu3crPP/+cZnl7enx8fLC2tqZ79+4cO3aMbdu2ERgYiK+vLyVLliQ5ORlfX19at25Njx49WLhwIceOHWPatGnGzxcrVow33niD//73v5w/f55ffvmFAQMGmCzPz4ybmxs+Pj5069aN77//nvPnz7Nv3z6mTJnCTz/9BNwrJLhq1SoiIyP5/fffWb16NcOHD+edd97BwuL/FrZribuIiDz3HrcgXHqse/ike/55Lx6nYnBZ8ysJXOAut0ilIzY4Y7pE8hRJbCeBNlhTXv/5Js+4+8XZmjVrZnJ+4cKFxmrdUVFRXLp06bH6rVixIgcPHmTixIkMHjyYqKgoihcvTt26dU0KwsG9iuQrV67E398fFxcXwsLCqF69OgADBgzAzs7OWNjL3d2dKVOm0LdvXxo3bpzuu8atrKzYtGkT06dPZ86cOQwZMgRbW1uqVatG//79qVGjhrFtt27diI+Pp0GDBpibmxMYGEjv3r2Be694++mnnzh06BAWFhZYWFgQFhZG48aNee2112jbti0hISEkJibSoUMHkxhGjx7NmDFj0n02bm5ubNy4kY8//pgGDRpgY2NDw4YN6dKly2M944yUKVOGn376iQ8//JDatWvj7OxMz549GTlypEm7zO79PldXVxo3bszff/9Nw4YNHzm2ra0tGzZsYMCAAdSvXx9bW1vat2/P559/DsDEiRO5cOEC69evB8DFxYV58+bRqVMnWrVqRZ06ddixYwdDhw7l7bff5p9//qFMmTK0aNHisYpQLly4kAkTJjB48GD+/PNPihYtioeHB23btgXurQ6YMmUKp0+fJjU1lfLlyxMQEMDAgQNN+lEV9+eMqriLSHqe9yruOZGgZ0QJuhL0rLhCMvYY+A/xeGFtkqDfIoXN3CEVeBlLJeioirtkj8FgYM2aNU+8Vz07Hq6W/jzJ6r2npqZStWpV+vTpw6BBg3InuHxE/4QXERERyWOlH5oxf9AOEvDAij0k5GJEIiK579q1ayxdupQ///yTHj165HU4eUJ70B9hx44deHt7U7p0aQwGA2vXrjVeS0pKYujQodSsWRM7OztKly5Nt27duHLlikkfCQkJBAYGUqxYMezs7GjXrl2a/QzXr1/H19cXBwcHHBwc8PX1TVPM4tKlS3h7e2NnZ0exYsXo378/iYmJT+vWRUREJI8dJwknzCiZSQIvIlJQlCxZkk8//ZSvv/4aJyenvA4nT2gG/RHi4uKoXbs2PXr0SFPi//bt2xw8eJBRo0ZRu3Ztrl+/TlBQEO3atWP//v3GdkFBQaxfv56VK1dStGhRBg8ezOuvv25Shr9r16788ccfhIeHA9C7d298fX2NeyWSk5N57bXXKF68ODt37uTvv/+me/fupKamMmvWrFx6GiIiIpJbbpLCSZJ4A21JE8lJebnDd/v27Xk2dl7Lyr1r97US9Efy8vLCy8sr3WsODg5s2rTJ5NysWbNo0KABly5doly5csTGxjJ//nyWLl1Ky5YtAVi2bBlly5Zl8+bNeHp6EhkZSXh4OBEREcZCCHPnzsXDw4NTp05RpUoVNm7cyIkTJ7h8+bLxPYjTpk3Dz8+PiRMnav+ViGTJ877XXORZcpVk4kjlG24DEE8qv5BAfVKpRqFHfFpERJ5FWuKew2JjYzEYDDg6OgJw4MABkpKSaN26tbFN6dKlqVGjBrt27QJg9+7dODg4mFQpbNSoEQ4ODiZtatSoYUzOATw9PUlISODAgQO5cGciIiKSm1wpRDfs8Pn/PyUwoylWSs5FRAowzaDnoDt37jBs2DC6du1qnNGOjo7G0tIyzR6KkiVLEh0dbWxTokSJNP2VKFHCpE3JkiVNrjs5OWFpaWlsk56EhAQSEv6vqMzNmzef7OZERETkqfkvCVzkLrdJ5QfuUAjogl1ehyUiIrlMCXoOSUpKonPnzqSkpBASEvLI9qmpqRgMBuPxg/87O20eNnnyZMaOHfvIeERERCTv/Asr/oVVpm3aYZtL0YiISF5Rgp4DkpKS6NSpE+fPn2fr1q0m+8FdXFxITEzk+vXrJrPo165do3HjxsY2V69eTdPvX3/9ZZw1d3FxYc+ePSbXr1+/TlJSUpqZ9QcNHz7c5P2BN2/epGzZsk92oyLyzNBe8/zDuodPuucL2vvR9b5zERGR7NMe9Gy6n5yfOXOGzZs3U7RoUZPrdevWpVChQibF5KKiojh27JgxQffw8CA2Npa9e/ca2+zZs4fY2FiTNseOHSMqKsrYZuPGjVhZWVG3bt0M47OyssLe3t7kR0RERERERPIfzaA/wq1btzh79qzx+Pz58xw+fBhnZ2dKly5Nhw4dOHjwID/88APJycnG/eDOzs5YWlri4OBAz549GTx4MEWLFsXZ2ZkhQ4ZQs2ZNY1X3atWq0aZNG3r16sWcOXOAe69Ze/3116lSpQoArVu3pnr16vj6+vLZZ58RExPDkCFD6NWrl5JuERERERGRAkAJ+iPs37+f5s2bG4/vLxfv3r07Y8aMYd26dQDUqVPH5HPbtm2jWbNmAEyfPh0LCws6depEfHw8LVq0YNGiRcZ3oAOEhYXRv39/Y7X3du3a8eWXXxqvm5ub8+OPP+Lv70+TJk2wsbGha9euTJ069WnctoiIiIiIiOQyQ6reBv9cuXnzJg4ODsSEBWNva5PX4YjIU6I96I8neePSXB9Te9BFnlwiqSwkjtjYWK0kFJECRTPoIiLy3MiLRLygUSIuIiLy9KhInIiIiIiIiEg+oARdREREREREJB9Qgi4iIiIiIiKSDyhBFxEREREREckHVCROROQZpmrt8rSoGJyIiEju0wy6iIiIiIhIAbBo0SIcHR0L7HjPAyXoIiIiIiKSa0JDQ6lVqxb29vbY29vj4eHBzz//nCN9R0dHExgYSKVKlbCysqJs2bJ4e3uzZcuWHOk/M4mJiXz22We8/PLL2NnZ4eDgQO3atRk5ciRXrlx55OcNBgNr167NVrt33nmH06dPP2bk6Vu8eDENGjTAzs6OIkWK8Oqrr/LDDz88UV8//PADzZo1o0iRItja2lK/fn0WLVqUI3E+yrVr1+jTpw/lypXDysoKFxcXPD092b17d66M/7iUoIuIiIiISK554YUX+PTTT9m/fz/79+/n3//+N2+88QbHjx/PVr8XLlygbt26bN26leDgYH777TfCw8Np3rw5AQEBORR9+hISEmjVqhWTJk3Cz8+PHTt2cODAAYKDg/n777+ZNWtWhp9NTEzMsThsbGwoUaJEtvsZMmQIffr0oVOnThw5coS9e/fyr3/9izfeeIMvv/zysfqaNWsWb7zxBo0bN2bPnj0cPXqUzp0707dvX4YMGZLtWB+lffv2HDlyhMWLF3P69GnWrVtHs2bNiImJeepjPwntQRcRERERkVzj7e1tcjxx4kRCQ0OJiIjA3d39ifv19/fHYDCwd+9e7OzsjOfd3d157733jMcGg4GQkBDWrVvH9u3bcXFxITg4mI4dOwKwZMkS/P39OXToEK6urgAEBgayYcMGDh06ZNL3fdOnT2fnzp3s37+fl156yXj+xRdfxNPTk9TUVOO5Zs2aUaNGDSwtLVmyZAnu7u5cvHgRgLfeeguA8uXLc+HChcd+BosWLSIoKIgbN24Yz3366adMnz6d27dv06lTJ4oXL054eDiHDx9Ot4+IiAimTZvGzJkzCQwMNJ6fOHEid+7cYdCgQbzxxhuULVv2kfFcvnyZwYMHExQUxKRJk4znBw8ejKWlJf3796djx440bNiQ7du307x5c3744Qc+/vhjTp06Re3atZk3bx41a9YE4L333mP//v3s27cPKysrkpKSaNSoEVWrViUsLCzN+Ddu3GDnzp1s376dpk2bAveebYMGDUzaPepvIjdpBl1ERCQPWPfwSfMjIvK8SU5OZuXKlcTFxeHh4fHE/cTExBAeHk5AQEC6CfTD+6RHjRplnFl999136dKlC5GRkQB069aNtm3b4uPjw927dwkPD2fOnDmEhYWl2zfAihUraNWqlUly/iCDwWByvHjxYiwsLPj111+ZM2cO+/btA2DhwoVERUUZj7Nr1apVjB49mokTJ7J//35KlSpFSEhIpp9ZsWIFhQsXpk+fPmmuDR48mKSkJL777rssjf/tt9+SlJSU7kx5nz59KFy4MCtWrDA5/+GHHzJ16lT27dtHiRIlaNeuHUlJSQDMnDmTuLg4hg0bBtz7Pf7vf//L8J4KFy5M4cKFWbt2LQkJCZnGmtnfRG5Sgi4iIiIiIrnqt99+o3DhwlhZWdG3b1/WrFlD9erVn7i/s2fPkpqaStWqVbPUvmPHjrz//vu4ubkxfvx46tWrZ7IMfc6cOURFRdG/f3/8/PwYPXo09evXz7C/06dPU6VKFZNzb731ljFBbNy4scm1F198keDgYKpUqULVqlUpXrw4cO+LBBcXF+Nxds2YMYP33nuP999/nypVqjBhwoRHPufTp09TuXJlLC0t01wrXbo0Dg4OWd7nfvr0aRwcHChVqlSaa5aWllSqVClNX6NHj6ZVq1bUrFmTxYsXc/XqVdasWQPcS7iXLVvG7Nmz+eSTT5g2bRpLly7FwcEh3fEtLCxYtGgRixcvxtHRkSZNmvDxxx9z9OjRNG0f9TeRW5Sgi4iIiIhIrqpSpQqHDx8mIiKCDz74gO7du3PixIkn7u/+EvKHZ6oz8vBsvYeHh8lsqZOTE/Pnzyc0NJTKlSsbZ2wz8/DYISEhHD58mPfee4/bt2+bXKtXr16W4syuyMjIdO81O1JTU7P8nJ+krwfjc3Z2pkqVKia/Gw8PD4YMGcL48eMZPHgwr776aqZjtG/fnitXrrBu3To8PT3Zvn07L7/8cpoidY/6m8gtStBFRERERCRXWVpa8uKLL1KvXj0mT55M7dq1+eKLL564P1dXVwwGQ7YSqocTxR07dmBubs6VK1eIi4t75PgnT540OVeqVClefPFFnJ2d07TPaKl8fuDm5sa5c+fSLV535coVbt68adybn5W+YmNj061in5iYyO+//56lvh783aSkpPDrr79ibm7OmTNnshSHtbU1rVq14pNPPmHXrl3GVRGPM25uUYIuIvIMMG/tm+6PpC9549J0fyR9g9cdS/MjIpKbUlNTH7lHODPOzs54enoye/bsdJPpB4umwb1CaA8fP7g8fteuXQQHB7N+/Xrs7e1NiqWlp0uXLmzatIlDhw498T0UKlSI5OTkJ/58eqpVq5buvWamc+fO3Lp1izlz5qS5NnXqVAoVKkT79u2zNH779u2xsLBg2rRpaa599dVXxMXF0aVLlwzju379OqdPnzb53Xz22WdERkbyyy+/sGHDBhYuXJilWB5UvXr1NH8nj/qbyC2q4i4iIiIiIrnm448/xsvLi7Jly/LPP/+wcuVKtm/fTnh4uLHN8OHD+fPPP1myZEmW+w0JCaFx48Y0aNCAcePGUatWLe7evcumTZsIDQ01mV1fvXo19erV45VXXiEsLIy9e/cyf/58AP755x98fX0JDAzEy8uLcuXKUa9ePV5//fUMq3oPHDiQH3/8kX//+9+MGTOGf/3rXzg5OXH69Gl+/vlnzM3NHxl/hQoV2LJlC02aNMHKygonJ6cM254/fz5NFfYXX3wxTbsBAwbQvXt3k3s9fvw4lSpVyrBvDw8PBgwYwIcffkhiYiJvvvkmSUlJLFu2jC+++IIZM2ZkqYI7QLly5QgODmbIkCFYW1vj6+tLoUKF+M9//sPHH3/M4MGDadiwoclnxo0bR9GiRSlZsiQjRoygWLFivPnmmwAcPnyYTz75hG+//ZYmTZrwxRdfMGDAAJo2bZruPf3999907NiR9957j1q1alGkSBH2799PcHAwb7zxhknbzP4mcpMSdBERERERyTVXr17F19eXqKgoHBwcqFWrFuHh4bRq1crYJioqikuXLj1WvxUrVuTgwYNMnDiRwYMHExUVRfHixalbty6hoaEmbceOHcvKlSvx9/fHxcWFsLAwY/G0AQMGYGdnZ3wtmLu7O1OmTKFv3740btyYMmXKpBnb2tqaLVu2MGPGDBYuXMjw4cNJSUmhYsWKeHl5MXDgwEfGP23aNAYNGsTcuXMpU6ZMpq9ZGzRoUJpz27ZtS3PunXfe4dy5cwwdOpQ7d+7Qvn17PvjgAzZs2JBpLDNmzKBWrVqEhoYyatQoDAYDL7/8MmvXrk3zmrxHGThwIJUrV2bq1Kl88cUXJCcn4+7uTmhoKD169EjT/tNPP2XAgAGcOXOG2rVrs27dOiwtLblz5w4+Pj74+fkZY+jZsyc//vgjvr6+xi0JDypcuDANGzZk+vTpnDt3jqSkJMqWLUuvXr34+OOPTdpm9jeRmwypD76UTwq8mzdv4uDgQExYMPa2NnkdjohkkZazP55ndTn7nYVp3+GaG7SkXZ41iaSykDhiY2Oxt7fP63DkGWMwGFizZo1xVvZ5M2bMGNauXZvhe9Dzyv33oF+/fj3Na/Getvz0N6E96CIiIiIiIiL5gJa4i4iI5BPWPXzSPZ9TM+uaKZdnUWXrQmnO3UlNhSevJyYikm8pQRcRERERkefG877Dd8yYMYwZMyavw0ijWbNmefa7yU9/E1riLiIiIiIiIpIPKEEXERERERERyQeUoIuIiIiIiIjkA9qDLiKSz+iValn3rL5O7WlTMTh5FqVXDE5E5HmjGXQRERERERGRfEAJuoiIiIiIiEg+oARdREREREREJB9Qgi4iIiIiIiKSD6hInIhIHlExOBERERF5kGbQRURERERERPIBJegiIiIiIiIi+YASdBEREREREZF8QHvQRURE8jnrHj7png94a3guRyKSMypbF8rrEERE8iXNoIuIiIiIiIjkA0rQRURERERERPIBJegiIiIiIiJPUbNmzQgKCiqw40nOUYIuIiIiIiJ5YvLkyRgMhhxLJqOjowkMDKRSpUpYWVlRtmxZvL292bJlS470n5FFixbh6OiY4fXvv/+e8ePHZ3ucmJgYgoKCqFChApaWlpQqVYoePXpw6dKlx+4rPj6e0aNHU6VKFaysrChWrBgdOnTg+PHj2Y4zK7Zt20bz5s1xdnbG1tYWV1dXunfvzt27d3Nl/PxKReJERJ4y89a+eR3CMy9549K8DiFP/bf35HTPdy5u/1j9rPzrZk6EI5JlKgYnmdm3bx9ff/01tWrVypH+Lly4QJMmTXB0dCQ4OJhatWqRlJTEhg0bCAgI4OTJkzkyzpNwdnbOdh8xMTE0atQIS0tLQkJCqFGjBhcuXGDkyJHUr1+f3bt3U6lSpSz1lZCQQMuWLbl06RLTpk2jYcOGXL16lcmTJ9OwYUM2b95Mo0aNsh1zRo4fP46Xlxf9+/dn1qxZ2NjYcObMGb799ltSUlKe2rjPAs2gi4iIiIhIrrp16xY+Pj7MnTsXJyenHOnT398fg8HA3r176dChA25ubri7uzNo0CAiIiKM7QwGA6GhoXh5eWFjY0PFihVZvXq18fqSJUsoXLgwZ86cMZ4LDAzEzc2NuLi4J4rt4SXn165dw9vb2zh+WFgYFSpUYMaMGRn2MWLECK5cucLmzZtp27Yt5cqV49VXX2XDhg0UKlSIgICALMczY8YMdu/ezQ8//ECnTp0oX748DRo04LvvvqNatWr07NmT1NRUAPz8/HjzzTcZO3YsJUqUwN7enj59+pCYmAjAX3/9hYuLC5MmTTL2v2fPHiwtLdm4cWO642/atIlSpUoRHBxMjRo1qFy5Mm3atGHevHlYWloC/7cqYe3atbi5uWFtbU2rVq24fPlylu/zWaQEXUREREREclVAQACvvfYaLVu2zJH+YmJiCA8PJyAgADs7uzTXH15+PmrUKNq3b8+RI0d499136dKlC5GRkQB069aNtm3b4uPjw927dwkPD2fOnDmEhYWl2/eT8PPz48KFC2zdupVvv/2WkJAQrl27lmH7lJQUVq5ciY+PDy4uLibXbGxs8Pf3Z8OGDcTExGRp/OXLl9OqVStq165tct7MzIyBAwdy4sQJjhw5Yjy/ZcsWIiMj2bZtGytWrGDNmjWMHTsWgOLFi7NgwQLGjBnD/v37uXXrFu+++y7+/v60bt063fFdXFyIiopix44dmcZ5+/ZtJk6cyOLFi/n111+5efMmnTt3ztI9PquUoIuIiIiISK5ZuXIlBw8eZPLk9LfvPImzZ8+SmppK1apVs9S+Y8eOvP/++7i5uTF+/Hjq1avHrFmzjNfnzJlDVFQU/fv3x8/Pj9GjR1O/fv0cifX06dP8/PPPzJs3Dw8PD+rWrcv8+fOJj4/P8DN//fUXN27coFq1auler1atGqmpqZw9ezbLMWTW1/0291laWrJgwQLc3d157bXXGDduHDNnzjQuR2/bti29evXCx8eHvn37Ym1tzaeffprh+B07dqRLly40bdqUUqVK8dZbb/Hll19y86bpVqykpCS+/PJL43NavHgxu3btYu/evVm6z2eREnQREREREckVly9fZsCAASxbtgxra+sc6/f+cmyDwZCl9h4eHmmO78+gAzg5OTF//nxCQ0OpXLkyw4YNy7FYIyMjsbCwoF69esZzVatWzbTI3KM87v0/bl+1a9fG1tbWeOzh4cGtW7dMlptPnTqVu3fvsmrVKsLCwjL9/Zqbm7Nw4UL++OMPgoODKV26NBMnTsTd3Z2oqChju4ye04O/q4JGReJERETyiYyKweWUxykqp4Jy8jhUDE6y6sCBA1y7do26desazyUnJ7Njxw6+/PJLEhISMDc3f+x+XV1dMRgMREZG8uabbz5RbA8ntzt27MDc3JwrV64QFxeHvf3jFebMyJMk08WLF8fR0ZETJ06ke/3kyZMYDAYqV66cpf7c3Nwy7QvuPdNHefAefv/9d65cuUJKSgoXL17MUvG/MmXK4Ovri6+vLxMmTMDNzY2vvvrKuHz+4TEyO1dQaAZdRERERERyRYsWLfjtt984fPiw8adevXr4+Phw+PDhJ0rO4V6VdE9PT2bPnp1uIbcbN26YHD9YNO7+8YPL43ft2kVwcDDr16/H3t6ewMDAJ4orPdWqVePu3bvs37/feO7UqVNpYnyQmZkZnTp1Yvny5URHR5tci4+PJyQkBE9PzyxXi+/cuTObN2822WcO9/a6T58+nerVq5vsTz9y5IjJEvyIiAgKFy7MCy+8AEBiYiI+Pj688847TJgwgZ49e3L16tUsxXKfk5MTpUqVMvn9ZfScsrqV4VmkGXQREREREckVRYoUoUaNGibn7OzsKFq0qMn54cOH8+eff7JkyZIs9x0SEkLjxo1p0KAB48aNo1atWty9e5dNmzYRGhpqsix69erV1KtXj1deeYWwsDD27t3L/PnzAfjnn3/w9fUlMDAQLy8vypUrR7169Xj99dfp2LFjhuMnJydz+PBhk3OWlpZUr17d5FyVKlVo06YNvXr14uuvv8bCwoKgoCBsbGwyvb+JEyeyZcsWWrVqZax+fv78eUaOHElSUhKzZ8/O8rMaOHAg//nPf/D29jZ5zdqkSZOIjIxk8+bNJrPUiYmJ9OzZk5EjR3Lx4kVGjx5Nv379MDO7N987YsQIYmNjmTlzJoULF+bnn3+mZ8+e/PDDD+mOP2fOHA4fPsxbb71F5cqVuXPnDkuWLOH48eMmtQAKFSpEYGAgM2fOpFChQvTr149GjRrRoEGDLN/rs0Yz6CIiIiIikq9ERUVx6dKlx/pMxYoVOXjwIM2bN2fw4MHUqFGDVq1asWXLFkJDQ03ajh07lpUrV1KrVi0WL15MWFiYMZEeMGAAdnZ2xteGubu7M2XKFPr27cuff/6Z4fi3bt3ipZdeMvlp27Ztum0XLlxI2bJladq0KW+//Ta9e/emRIkSmd5fsWLFiIiIoHnz5vTp04dKlSrRqVMnKlWqxL59+7L8DnQAa2trtm7dSvfu3fn444958cUXadOmDebm5kRERKR5B3qLFi1wdXXl1VdfpVOnTnh7ezNmzBgAtm/fzowZM1i6dCn29vaYmZmxdOlSdu7cmea539egQQNu3bpF3759cXd3p2nTpkRERLB27VqaNm1qbGdra8vQoUPp2rUrHh4e2NjYsHLlyizf57PIkHp/E4Q8F27evImDgwMxYcHY22b+LZ2I5Azz1r55HcIzL3nj0rwOIVc87T3oj0N70OVx5PYe9DupqXyScIPY2Ngc2xcszw+DwcCaNWueeK/601KhQgWCgoJM3peeH/j5+XHjxg3Wrl2bq+MuWrSIoKCgTJf+F0Ra4i4ikkOUiOeM5yUZz+8ep6BcZpToi4iIZJ2WuIuIiIiIiIjkA5pBFxERERGR50Z+3eF74cKFvA4hXYsWLcqTcf38/PDz88uTsfOSZtBFRERERERE8gHNoD/Cjh07+Oyzzzhw4ABRUVFpCkqkpqYyduxYvv76a65fv07Dhg2ZPXs27u7uxjYJCQkMGTKEFStWEB8fT4sWLQgJCTG+NxDg+vXr9O/fn3Xr1gHQrl07Zs2ahaOjo7HNpUuXCAgIYOvWrdjY2NC1a1emTp2KpaXlU38OIiKSs/JTQbinKSf2smsfe/6R28XgRESeN5pBf4S4uDhq167Nl19+me714OBgPv/8c7788kv27duHi4sLrVq14p9//jG2CQoKYs2aNaxcuZKdO3dy69YtXn/9dZKTk41tunbtyuHDhwkPDyc8PJzDhw/j6/t/BaeSk5N57bXXiIuLY+fOnaxcuZLvvvuOwYMHP72bFxERERERkVyjGfRH8PLywsvLK91rqampzJgxgxEjRvD2228DsHjxYkqWLMny5cvp06cPsbGxzJ8/n6VLl9KyZUsAli1bRtmyZdm8eTOenp5ERkYSHh5OREQEDRs2BGDu3Ll4eHhw6tQpqlSpwsaNGzlx4gSXL1+mdOnSAEybNg0/Pz8mTpyoV4yIiIiIiIg84zSDng3nz58nOjqa1q1bG89ZWVnRtGlTdu3aBcCBAwdISkoyaVO6dGlq1KhhbLN7924cHByMyTlAo0aNcHBwMGlTo0YNY3IO4OnpSUJCAgcOHMgwxoSEBG7evGnyIyIiIiIiIvmPEvRsiI6OBqBkyZIm50uWLGm8Fh0djaWlJU5OTpm2KVGiRJr+S5QoYdLm4XGcnJywtLQ0tknP5MmTcXBwMP6ULVv2Me9SREREREREcoOWuOcAg8Fgcpyamprm3MMebpNe+ydp87Dhw4czaNAg4/HNmzeVpItkk3lr30c3Evn/npdicE/T4xaaU1G57FMxOBGRvKEZ9GxwcXEBSDODfe3aNeNst4uLC4mJiVy/fj3TNlevXk3T/19//WXS5uFxrl+/TlJSUpqZ9QdZWVlhb29v8iMiIiIiIiL5jxL0bKhYsSIuLi5s2rTJeC4xMZFffvmFxo0bA1C3bl0KFSpk0iYqKopjx44Z23h4eBAbG8vevXuNbfbs2UNsbKxJm2PHjhEVFWVss3HjRqysrKhbt+5TvU8RERERERF5+rTE/RFu3brF2bNnjcfnz5/n8OHDODs7U65cOYKCgpg0aRKurq64uroyadIkbG1t6dq1KwAODg707NmTwYMHU7RoUZydnRkyZAg1a9Y0VnWvVq0abdq0oVevXsyZMweA3r178/rrr1OlShUAWrduTfXq1fH19eWzzz4jJiaGIUOG0KtXL82Ki4iIiIiIFABK0B9h//79NG/e3Hh8fz939+7dWbRoER999BHx8fH4+/tz/fp1GjZsyMaNGylSpIjxM9OnT8fCwoJOnToRHx9PixYtWLRoEebm5sY2YWFh9O/f31jtvV27dibvXjc3N+fHH3/E39+fJk2aYGNjQ9euXZk6derTfgQiIiIiOeY/Sbc5kZzEdVIYZGmPi9m9/x5alRTHHynJGABzwMvCBldz7YUXkeeLITU1NTWvg5Dcc/PmTRwcHIgJC8be1iavwxF5JqlIXM5I3rg0r0PIFSoS92x6XgrN5UUxuN9TknA2mBOa8A89LAsbE/T41BRsDPd2X15JucvXibcYbeWQbjHcO6mpfJJwg9jYWK0kFJECRTPoIiIiIpJrKpml/6XA/eQcID41lczfhyMiUjApQRcRERGRfOGnpNscTUkiPjWVboXsHvnaWhGRgkYJuoiIiIjkC20L2dIWOJOcxI934/E3s8BCSbqIPEf0mjURERERyVdczQuRQCrRqcl5HYpIjmjWrBlBQUEFdrxniZ+fH2+++WZeh5EhzaCLiIjkABWDK1g6F8+ZwmPPS7G57EpOTSUmNYXi/79g3KWUu9xKTcXZoLmkgmjMmDGMHTvW5FzJkiWJjo7Odt/R0dFMnDiRH3/8kT///JMSJUpQp04dgoKCaNGiRbb7z8iiRYsICgrixo0b6V7//vvvKVQo+0UZY2JiGDduHGvXruXKlSsULVqUNm3aMHbsWMqVK/dYfcXHx/Ppp5+ycuVKLly4QJEiRWjWrBljx47F3d0927E+yrZt2xg3bhxHjhzhzp07lClThsaNGzN//nwsLJ48TX1wa0zhwoWpUqUKH3/8MW+//XZOhP3U6Z96IiLPuDNnz9H4361xq12XBq/+mxORJ/M6JBGRDK1Jus3EOzeIJYWvE/9hSkIsqdx7zdq0hFimJ9xkfdJtfAvZYasEvcByd3cnKirK+PPbb79lu88LFy5Qt25dtm7dSnBwML/99hvh4eE0b96cgICAHIj6yTk7O5u8hvlJxMTE0KhRIzZv3kxISAhnz57lm2++4dy5c9SvX5/ff/89y30lJCTQsmVLFixYwPjx4zl9+jQ//fQTycnJNGzYkIiIiGzF+ijHjx/Hy8uL+vXrs2PHDn777TdmzZpFoUKFSElJyXb/CxcuJCoqin379lG7dm06duzI7t27cyDyp0//1BMRecb1CQyid4/unD5ygI8GDqCnf2BehyQikqG3CtkywtqRT62d+MTakaFWDlgYDARY2TPYyoGBVvYEWNnzot6BXqBZWFjg4uJi/ClevHi2+/T398dgMLB37146dOiAm5sb7u7uDBo0yCThNBgMhIaG4uXlhY2NDRUrVmT16tXG60uWLKFw4cKcOXPGeC4wMBA3Nzfi4uKeKLaHl5xfu3YNb29v4/hhYWFUqFCBGTNmZNjHiBEjuHLlCps3b6Zt27aUK1eOV199lQ0bNlCoUKHH+hJixowZ7N69mx9++IFOnTpRvnx5GjRowHfffUe1atXo2bMn99/GfX9J+NixYylRogT29vb06dOHxMREAP766y9cXFyYNGmSsf89e/ZgaWnJxo0b0x1/06ZNlCpViuDgYGrUqEHlypVp06YN8+bNw9LSEri3KsHR0ZG1a9fi5uaGtbU1rVq14vLly4+8P0dHR1xcXKhatSpfffUV1tbWrFu3Lt224eHhvPLKKzg6OlK0aFFef/11zp07Z9Jm165d1KlTB2tra+rVq8fatWsxGAwcPnz4kbE8LiXoIiLPsGvX/uLgkSO82+UdANq/2Y7zFy5y4eLFPI5MREQkY2fOnKF06dJUrFiRzp07P9bsb3piYmIIDw8nICAAOzu7NNcdHR1NjkeNGkX79u05cuQI7777Ll26dCEyMhKAbt260bZtW3x8fLh79y7h4eHMmTOHsLCwdPt+En5+fly4cIGtW7fy7bffEhISwrVr1zJsn5KSwsqVK/Hx8cHFxcXkmo2NDf7+/mzYsIGYmJgsjb98+XJatWpF7dq1Tc6bmZkxcOBATpw4wZEjR4znt2zZQmRkJNu2bWPFihWsWbPGuE2hePHiLFiwgDFjxrB//35u3brFu+++i7+/P61bt053fBcXF6KiotixY0emcd6+fZuJEyeyePFifv31V27evEnnzp2zdI/3FSpUCAsLC5KSktK9HhcXx6BBg9i3bx9btmzBzMyMt956yziT/88//+Dt7U3NmjU5ePAg48ePZ+jQoY8Vw+PQHnQRkUyYt/bN6xAydfnPPyldqpRxr5bBYKBc2Re4dPkPKpQvn8fR3ZO8cWleh5CjtNdcHsfj7GV/2vvVK1trRlryh4YNG7JkyRLc3Ny4evUqEyZMoHHjxhw/fpyiRYs+UZ9nz54lNTWVqlWrZql9x44def/99wEYP348mzZtYtasWYSEhAAwZ84catWqRf/+/fn+++8ZPXo09evXf6LYHnb69Gl+/vlnIiIiaNiwIQDz58+nWrVqGX7mr7/+4saNGxm2qVatGqmpqZw9e5YGDRpkKYbmzZtn2Nf9NnXq1AHA0tKSBQsWYGtri7u7O+PGjePDDz9k/PjxmJmZ0bZtW3r16oWPjw/169fH2tqaTz/9NMPxO3bsyIYNG2jatCkuLi40atSIFi1a0K1bN+zt/++fm0lJSXz55ZfG57R48WKqVavG3r17s3SfCQkJfPbZZ9y8eTPDGgTt27c3OZ4/fz4lSpTgxIkT1KhRg7CwMAwGA3PnzsXa2prq1avz559/0qtXr0eO/yQ0gy4i8ox7+D3B95ekiYiI5EdeXl60b9+emjVr0rJlS3788UfgXvL1pO7/u+/hfydmxMPDI83x/Rl0ACcnJ+bPn09oaCiVK1dm2LBhTxzbwyIjI7GwsKBevXrGc1WrVk0zy/84Hvf+H7ev2rVrY2trazz28PDg1q1bJsvNp06dyt27d1m1ahVhYWFYW1tnOIa5uTkLFy7kjz/+IDg4mNKlSzNx4kRjbYL7MnpOD/6u0tOlSxcKFy6Mra0tn3/+OVOnTsXLyyvdtufOnaNr165UqlQJe3t7KlasCMClS5cAOHXqFLVq1TK5n6x8OfCklKCLFGDjvvkJi7cCOXbxSl6HIk9J2TJl+OPPK9y9exe49y/Vy3/8SbmyL+RxZCIiIlljZ2dHzZo1TfZ8Py5XV1cMBsMjE7fMPJzc7tixA3Nzc65cufLEe8/T8yTJdPHixXF0dOTEiRPpXj958iQGg4HKlStnqT83N7dM+4J7z/RRHryH33//nStXrpCSksLFLG61K1OmDL6+vsyePZsTJ05w584dvvrqqwzHyOzcg6ZPn87hw4eJiooiJiaGwYMHZ9jW29ubv//+m7lz57Jnzx727NkDYNxjn5qamquTIUrQRQqog+cus+fUBcoVd8rrUOQpKlGiOC/VrsmyFd8A8N3adVQoXy7fLG8XERF5lISEBCIjIylVqtQT9+Hs7IynpyezZ89ON5l++PVnD1cpj4iIMFkev2vXLoKDg1m/fj329vYEBuZcAdZq1apx9+5d9u/fbzx36tSpDF/RBvf2hnfq1Inly5eneR1dfHw8ISEheHp64uzsnKUYOnfuzObNm032mcO9ve7Tp0+nevXqJvvTjxw5Qnx8vPE4IiKCwoUL88IL9yYEEhMT8fHx4Z133mHChAn07NmTq1evZimW+5ycnChVqpTJ7y+j5/SorQwuLi68+OKLlChRItN2f//9N5GRkYwcOZIWLVpQrVo1rl+/btKmatWqHD16lISEBOO5B2PKaUrQRQqghKQkAr9exZd9OmEg+0udJH+bM3MGcxYswq12XT6dNp35IbPyOiQREZEMDRkyhF9++YXz58+zZ88eOnTowM2bN+nevbuxzfDhw+nWrdtj9RsSEkJycrKxGvmZM2eIjIxk5syZaZa0r169mgULFnD69GlGjx7N3r176devH3CvKJivry+BgYF4eXmxfPlyVq1aZVLpPT3JyckcPnzY5Ce9WeoqVarQpk0bevXqxZ49ezhw4ADvv/8+NjY2mfY/ceJEXFxcaNWqFT///DOXL19mx44deHp6kpSUxOzZs7P8rAYOHEiDBg3w9vZm9erVXLp0iX379tG+fXsiIyOZP3++yaxxYmIiPXv25MSJE/z888+MHj2afv36YWZ2L50cMWIEsbGxzJw5k48++shYCT4jc+bM4YMPPmDjxo2cO3eO48ePM3ToUI4fP463t7exXaFChQgMDGTPnj0cPHiQHj160KhRoxxbYu7k5ETRokX5+uuvOXv2LFu3bmXQoEEmbbp27UpKSgq9e/cmMjKSDRs2MHXqVCBnthQ8TEXiRAqg0St+wqdpfSqWLJbXoUguqOLmyu5tm/I6DBHJpscpKJeZff/EP7qRSB76448/6NKlC//73/8oXrw4jRo1IiIigvIPrP6Kiooy7gHOqooVK3Lw4EEmTpzI4MGDiYqKonjx4tStW5fQ0FCTtmPHjmXlypX4+/vj4uJCWFgY1atXB2DAgAHY2dkZXxvm7u7OlClT6Nu3L40bN6ZMmTLpjn/r1i1eeuklk3Ply5fnwoULadouXLiQ999/n6ZNm1KyZEkmTJjAqFGjMr2/YsWKERERwbhx4+jTpw9RUVEULVqUNm3asGzZMsqVK5fVR4W1tTVbt25l8uTJfPzxx1y8eJEiRYrQvHlzIiIiqFGjhkn7Fi1a4OrqyquvvkpCQgKdO3dmzJgxAGzfvp0ZM2awbds2Y4G3pUuXUqtWLUJDQ/nggw/SjN+gQQN27txJ3759uXLlCoULF8bd3Z21a9fStGlTYztbW1uGDh1K165d+eOPP3jllVdYsGBBlu/zUczMzFi5ciX9+/enRo0aVKlShZkzZ9KsWTNjG3t7e9avX88HH3xAnTp1qFmzJp988gldu3bNdJ/9kzKkqprQc+XmzZs4ODgQExaMvW3m39LJs2n3yfOMClvPpnGB9/Yi9R7Nf0b0oUb50nkd2jMpv1dxfxaoirtI7noeEvQ7qal8knCD2NhYk4rPIllhMBhYs2YNb775Zl6HYqJChQoEBQWZvC89P/Dz8+PGjRusXbs2V8ddtGgRQUFBmS79zythYWH06NGD2NjYR658eFyaQRcpYHYcP8OpP6/yYp8xAPzx9w3ajgthjn8XvOq6521wIiIiIiLPmCVLllCpUiXKlCnDkSNHGDp0KJ06dcrx5ByUoIsUOEPbt2Zo+9bGY82gi4iIiIg8uejoaD755BOio6MpVaoUHTt2ZOLEiU9lLCXoIiIiIiLy3MivO3zT26ueHyxatChPxvXz88PPzy9Pxn7YRx99xEcffZQrYylBFyngzn09Nq9DeCZor7k8THvNJb8rUcQq3fOvZXA+PT9euZFD0YiISE7Qa9ZERERERERE8gEl6CIiIiIiIiL5QIFd4n7hwgX++9//cuHCBW7fvk3x4sV56aWX8PDweCrvqxMRERERERHJjgKXoC9fvpyZM2eyd+9eSpQoQZkyZbCxsSEmJoZz585hbW2Nj48PQ4cOpXz58nkdroiIiIiIiAhQwBL0l19+GTMzM/z8/Fi1ahXlypUzuZ6QkMDu3btZuXIl9erVIyQkhI4dO+ZRtCIiBUvyxqV5HcITU0E4yc8yKgaXE14r7Zgj/ajYnIhIzihQCfr48eN57bXXMrxuZWVFs2bNaNasGRMmTOD8+fO5GJ2IiIiIiIhIxgpUkbj7yfndu3dZvHgx0dHRGbYtVqwY9evXz63QRERERERERDJVoBL0+ywsLPjggw9ISEjI61BEREREREREsqRAJugADRs25PDhw3kdhoiIiIiIiEiWFKg96A/y9/dn0KBBXL58mbp162JnZ2dyvVatWnkUmYjkJfPWvnkdguQhFYOT/OxpFoN72h632JyKyomIpK/AJujvvPMOAP379zeeMxgMpKamYjAYSE5OzqvQRERERERERNIosAm6KrSLiIiIiIjIs6TAJujly5fP6xBEREREREREsqzAJuj3nThxgkuXLpGYmGhyvl27dnkUkYjIsy1549K8DkHkmfcs7zfPCY+7Z/1ht1JS+OTCjRyJRUQkPymwCfrvv//OW2+9xW+//Wbcew739qED2oMuIiIiIiK5olmzZtSpU4cZM2YUyPEk5xTY16wNGDCAihUrcvXqVWxtbTl+/Dg7duygXr16bN++Pa/DExERERF5bv3555+8++67FC1aFFtbW+rUqcOBAwey3W90dDSBgYFUqlQJKysrypYti7e3N1u2bMmBqDO2aNEiHB0dM7z+/fffM378+GyPExMTQ1BQEBUqVMDS0pJSpUrRo0cPLl269Fj9JCcnM3nyZKpWrYqNjQ3Ozs40atSIhQsXZjtGyZ4CO4O+e/dutm7dSvHixTEzM8PMzIxXXnmFyZMn079/fw4dOpTXIYqIiIiIPHeuX79OkyZNaN68OT///DMlSpTg3LlzmSa4WXHhwgWaNGmCo6MjwcHB1KpVi6SkJDZs2EBAQAAnT57MmRt4As7OztnuIyYmhkaNGmFpaUlISAg1atTgwoULjBw5kvr167N7924qVaqUpb7GjBnD119/zZdffkm9evW4efMm+/fv5/r169mOU7KnwM6gJycnU7hwYQCKFSvGlStXgHvF406dOpWXoYmIiIiIPLemTJlC2bJlWbhwIQ0aNKBChQq0aNGCypUrZ6tff39/DAYDe/fupUOHDri5ueHu7s6gQYOIiIgwtjMYDISGhuLl5YWNjQ0VK1Zk9erVxutLliyhcOHCnDlzxnguMDAQNzc34uLinii2Zs2aERQUZDy+du0a3t7exvHDwsKoUKFCpkvSR4wYwZUrV9i8eTNt27alXLlyvPrqq2zYsIFChQoREBCQ5XjWr1+Pv78/HTt2pGLFitSuXZuePXsyaNAgk5j79etHv379cHR0pGjRoowcOdK4dViejgI7g16jRg2OHj1KpUqVaNiwIcHBwVhaWvL1119n+ZslERF5Nv239+S8DkEEUDE4kfSsW7cOT09POnbsyC+//EKZMmXw9/enV69eT9xnTEwM4eHhTJw4ETs7uzTXH56dHzVqFJ9++ilffPEFS5cupUuXLtSoUYNq1arRrVs3fvjhB3x8fNi1axebN29mzpw5/Prrr+n2/ST8/Py4fPkyW7duxdLSkv79+3Pt2rUM26ekpLBy5Up8fHxwcXExuWZjY4O/vz8jR44kJiYmS7P1Li4ubN26FX9/f4oXL55hu8WLF9OzZ0/27NnD/v376d27N+XLl8/W70oyV2Bn0EeOHElKSgoAEyZM4OLFi/zrX//ip59+YubMmXkcnYiIiIjI8+n3338nNDQUV1dXNmzYQN++fenfvz9Llix54j7Pnj1LamoqVatWzVL7jh078v777+Pm5sb48eOpV68es2bNMl6fM2cOUVFR9O/fHz8/P0aPHk39+vWfOL4HnT59mp9//pl58+bh4eFB3bp1mT9/PvHx8Rl+5q+//uLGjRtUq1Yt3evVqlUjNTWVs2fPZimGzz//nL/++gsXFxdq1apF3759+fnnn9O0K1u2LNOnT6dKlSr4+PgQGBjI9OnTs3aj8kQK7Ay6p6en8X9XqlSJEydOEBMTg5OTk7GSu4iIiIiI5K6UlBTq1avHpEmTAHjppZc4fvw4oaGhdOvW7Yn6fPiNTY/i4eGR5vjw4cPGYycnJ+bPn4+npyeNGzdm2LBhTxRXeiIjI7GwsKBevXrGc1WrVs3WHvzHvf/q1atz7NgxDhw4wM6dO9mxYwfe3t74+fkxb948Y7tGjRqZ9Onh4cG0adNITk7G3Nz8ieOVjBXYGfQHXb58mT/++ANnZ2cl5yIiIiIieahUqVJUr17d5Fy1atUeuxL5g1xdXTEYDERGRj5xHw/nCTt27MDc3JwrV6488d7z9DxuMg1QvHhxHB0dOXHiRLrXT548icFgeKx9/GZmZtSvX5+BAweyZs0aFi1axPz58zl//nyW+5CcV2AT9Lt37zJq1CgcHByoUKEC5cuXx8HBgZEjR5KUlJTX4YmIiIiIPJeaNGmSpmjz6dOnKV++/BP36ezsjKenJ7Nnz043mb5x44bJ8YNF4+4fP7g8fteuXQQHB7N+/Xrs7e0JDAx84tgeVq1aNe7evcv+/fuN506dOpUmxgeZmZnRqVMnli9fTnR0tMm1+Ph4QkJC8PT0zFa1+Ptfmjz4/NJ7Tq6urpo9f4oK7BL3fv36sWbNGoKDg41LWHbv3s2YMWP43//+x1dffZXHEYrI02Te2jevQ3jmJW9cmtchPJKKwUl+oWJwIlk3cOBAGjduzKRJk+jUqRN79+7l66+/5uuvvza2GT58OH/++edj7UsPCQmhcePGNGjQgHHjxlGrVi3u3r3Lpk2bCA0NNZldX716NfXq1eOVV14hLCyMvXv3Mn/+fAD++ecffH19CQwMxMvLi3LlylGvXj1ef/11OnbsmOH4ycnJJsvkASwtLdOsFqhSpQpt2rShV69efP3111hYWBAUFISNjU2m9zdx4kS2bNlCq1atCA4OpkaNGpw/f944ATl79uwsP6sOHTrQpEkTGjdujIuLC+fPn2f48OG4ubmZfFFx+fJlBg0aRJ8+fTh48CCzZs1i2rRpWR5HHl+BTdBXrFjBypUr8fLyMp6rVasW5cqVo3PnzkrQRURERETyQP369VmzZg3Dhw9n3LhxVKxYkRkzZuDj42NsExUV9dhL3itWrMjBgweZOHEigwcPJioqiuLFi1O3bl1CQ0NN2o4dO5aVK1fi7++Pi4sLYWFhxkR6wIAB2NnZGffIu7u7M2XKFPr27Uvjxo0pU6ZMuuPfunWLl156yeRc+fLluXDhQpq2Cxcu5P3336dp06aULFmSCRMmMGrUqEzvr1ixYkRERDBu3Dj69OlDVFQURYsWpU2bNixbtoxy5cpl9VHh6enJihUrmDx5MrGxsbi4uPDvf/+bMWPGYGHxfylit27diI+Pp0GDBpibmxMYGEjv3r2zPI48PkNqAX2RXcmSJdm+fXuaSoeRkZG8+uqr/PXXX3kUWd66efMmDg4OxIQFY2+b+bd0Is8yzaBnn2bQRbJOM+i561ZKCg0vXCQ2NhZ7e/u8DkeeMQaDgTVr1vDmm2/mdSgmKlSoQFBQkMn70vNSs2bNqFOnTqbvZpecV2D3oAcEBDB+/HgSEhKM5xISEpg4cSL9+vXLw8hERERERERE0ipQS9zffvttk+PNmzfzwgsvULt2bQCOHDlCYmIiLVq0yIvwRERERERERDJUoBJ0BwcHk+P27dubHJctWzY3wxERkRyipeySX2gpu8izL7/u8E1vr3pe2r59e16H8FwqUAn6woUL8zoEERERERERkSdSYPegi4iIiIiIiDxLClSC3qZNG3bt2vXIdv/88w9Tpkx5rHcFioiIiIiIiDxNBSpB79ixI506daJatWoMHTqU1atX8+uvv3LgwAE2b97MzJkz6dSpE6VKleLQoUO0a9cuR8a9e/cuI0eOpGLFitjY2FCpUiXGjRtHSkqKsU1qaipjxoyhdOnS2NjY0KxZM44fP27ST0JCAoGBgRQrVgw7OzvatWvHH3/8YdLm+vXr+Pr64uDggIODA76+vty4cSNH7kNERETuKVHEKt0fERGRp6lA7UHv2bMnvr6+fPvtt3zzzTfMnTvXmLwaDAaqV6+Op6cnBw4coEqVKjk27pQpU/jqq69YvHgx7u7u7N+/nx49euDg4MCAAQMACA4O5vPPP2fRokW4ubkxYcIEWrVqxalTpyhSpAgAQUFBrF+/npUrV1K0aFEGDx7M66+/zoEDBzA3Nwega9eu/PHHH4SHhwPQu3dvfH19Wb9+fY7dj4iIiIiIiOQ+Q2p+LWOYQ2JjY4mPj6do0aIUKlToqYzx+uuvU7JkSebPn2881759e2xtbVm6dCmpqamULl2aoKAghg4dCtybLS9ZsiRTpkyhT58+xMbGUrx4cZYuXco777wDwJUrVyhbtiw//fQTnp6eREZGUr16dSIiImjYsCEAEREReHh4cPLkySx96XDz5k0cHByICQvG3tbmKTwNkfzBvLVvXofwzEveuDSvQzBSFXfJbZotz99upaTQ8MJFYmNjsbe3z+twRERyTIFa4p4eBwcHXFxcnlpyDvDKK6+wZcsWTp8+Ddx73/rOnTtp27YtAOfPnyc6OprWrVsbP2NlZUXTpk2Ne+YPHDhAUlKSSZvSpUtTo0YNY5vdu3fj4OBgTM4BGjVqhIODQ5b23ouIiIiIiEj+VaCWuOeVoUOHEhsbS9WqVTE3Nyc5OZmJEyfSpUsXAKKjowEoWbKkyedKlizJxYsXjW0sLS1xcnJK0+b+56OjoylRokSa8UuUKGFs87CEhAQSEhKMxzdv3nzCuxQREREREZGnSQl6Dvjmm29YtmwZy5cvx93dncOHDxMUFETp0qXp3r27sZ3BYDD5XGpqappzD3u4TXrtM+tn8uTJjB079nFuR+SZoqXsOUPL2eV5puXsIiKSXxT4Je654cMPP2TYsGF07tyZmjVr4uvry8CBA5k8+d5/ZLq4uACkmeW+du2acVbdxcWFxMRErl+/nmmbq1evphn/r7/+SjM7f9/w4cOJjY01/ly+fDl7NysiIiIiIiJPhRL0HHD79m3MzEwfpbm5ufE1axUrVsTFxYVNmzYZrycmJvLLL7/QuHFjAOrWrUuhQoVM2kRFRXHs2DFjGw8PD2JjY9m7d6+xzZ49e4iNjTW2eZiVlRX29vYmPyIiIiIiIpL/FOgl7jdu3ODbb7/l3LlzfPjhhzg7O3Pw4EFKlixJmTJlcmwcb29vJk6cSLly5XB3d+fQoUN8/vnnvPfee8C9ZelBQUFMmjQJV1dXXF1dmTRpEra2tnTt2hW4V8yuZ8+eDB48mKJFi+Ls7MyQIUOoWbMmLVu2BKBatWq0adOGXr16MWfOHODea9Zef/31HH1tnIiIiIiIiOS+ApugHz16lJYtW+Lg4MCFCxfo1asXzs7OrFmzhosXL7JkyZIcG2vWrFmMGjUKf39/rl27RunSpenTpw+ffPKJsc1HH31EfHw8/v7+XL9+nYYNG7Jx40bjO9ABpk+fjoWFBZ06dSI+Pp4WLVqwaNEi4zvQAcLCwujfv7+x2nu7du348ssvc+xeREREREREJG8U2Pegt2zZkpdffpng4GCKFCnCkSNHqFSpErt27aJr165cuHAhr0PME3oPuhQ0KhKXM/KiSJyKwUluUzG4gkPvQReRgqrA7kHft28fffr0SXO+TJkyGb6STERERERERCSvFNgE3draOt13fp86dYrixYvnQUQiIiIiIvI8atasGUFBQQV2vMdhMBhYu3ZtXoeRbxXYBP2NN95g3LhxJCUlAff+EC5dusSwYcNo3759HkcnIiIiIvJ8qlChAgaDIc1PQEBAtvuOjo4mMDCQSpUqYWVlRdmyZfH29mbLli05EHnGFi1ahKOjY4bXv//+e8aPH5/tcWJiYggKCqJChQpYWlpSqlQpevTowaVLlx6rn+TkZCZPnkzVqlWxsbHB2dmZRo0asXDhwmzFt2jRIpPfaalSpejUqRPnz5/PVr/PkwJbJG7q1Km0bduWEiVKEB8fT9OmTYmOjsbDw4OJEyfmdXgiIiIiIs+lffv2kZycbDw+duwYrVq1omPHjtnq98KFCzRp0gRHR0eCg4OpVasWSUlJbNiwgYCAAE6ePJnd0J+Ys7NztvuIiYmhUaNGWFpaEhISQo0aNbhw4QIjR46kfv367N69m0qVKmWprzFjxvD111/z5ZdfUq9ePW7evMn+/fu5fv16tuO0t7fn1KlTpKamcvLkSfr06UO7du04fPiwSfFrSV+BTdDt7e3ZuXMnW7du5eDBg6SkpPDyyy8bX1kmIvI8UjE4eR6oGJxI/vbwdtNPP/2UypUr07Rp02z16+/vj8FgYO/evdjZ2RnPu7u7G19/DPdW1oaEhLBu3Tq2b9+Oi4sLwcHBxi8IlixZgr+/P4cOHcLV1RWAwMBANmzYwKFDh0z6zqpmzZpRp04dZsyYAcC1a9fo2bMnmzdvxsXFhQkTJjBixAiCgoIyXJo+YsQIrly5wtmzZ3FxcQGgXLlybNiwAVdXVwICAvj555+zFM/69evx9/c3+VKkdu3aaWKuUaMGAMuWLcPc3JwPPviA8ePHYzAYMuzbYDAY4ytVqhSjR4/m3Xff5ezZs+m+Gnro0KGsWbOGP/74AxcXF3x8fPjkk08oVKiQsc2ECROYOXMm8fHxvPPOOxQrVozw8HAOHz6cpft9lhTIJe53797FwsKCY8eO8e9//5shQ4bw0UcfKTkXEREREclHEhMTWbZsGe+9916mSd+jxMTEEB4eTkBAQLoJ9MPLz0eNGkX79u05cuQI7777Ll26dCEyMhKAbt260bZtW3x8fLh79y7h4eHMmTOHsLCwJ0rO0+Pn58eFCxfYunUr3377LSEhIVy7di3D9ikpKaxcuRIfHx9j8nufjY0N/v7+bNiwgZiYmCyN7+LiwtatW/nrr78ybbd48WIsLCzYs2cPM2fOZPr06cybNy9LYzwYH2DcevywIkWKsGjRIk6cOMEXX3zB3LlzmT59uvF6WFgYEydOZMqUKRw4cIBy5coRGhr6WDE8Swpkgm5hYUH58uVNls6IiIiIiEj+snbtWm7cuIGfn1+2+jl79iypqalUrVo1S+07duzI+++/j5ubG+PHj6devXrMmjXLeH3OnDlERUXRv39//Pz8GD16NPXr189WjPedPn2an3/+mXnz5uHh4UHdunWZP38+8fHxGX7mr7/+4saNG1SrVi3d69WqVSM1NZWzZ89mKYbPP/+cv/76CxcXF2rVqkXfvn3TnX0vW7Ys06dPp0qVKvj4+BAYGGiSPD/KH3/8wWeffcYLL7yAm5tbum1GjhxJ48aNqVChAt7e3gwePJhVq1YZr8+aNYuePXvSo0cP3Nzc+OSTT6hZs2aWY3jWFMgEHe79oocPH57lb5FERERERCR3zZ8/Hy8vL0qXLp2tflJTUwGyPAvv4eGR5vj+DDqAk5MT8+fPJzQ0lMqVKzNs2LBsxfegyMhILCwsqFevnvFc1apVMy0y9yiPe//Vq1fn2LFjRERE0KNHD65evYq3tzfvv/++SbtGjRqZ9Onh4cGZM2cynQiNjY2lcOHC2NnZUbZsWRITE/n++++xtLRMt/23337LK6+8gouLC4ULF2bUqFEmRe9OnTpFgwYNTD7z8HFBUmD3oM+cOZOzZ89SunRpypcvn2Y5ysGDB/MoMhEREckJ2msu8my7ePEimzdv5vvvv892X66urhgMBiIjI3nzzTefqI+Hk9sdO3Zgbm7OlStXiIuLw97ePttxwuMn03Bv376joyMnTpxI9/rJkycxGAxUrlw5y32amZlRv3596tevz8CBA1m2bBm+vr6MGDGCihUrZrmfhxUpUoSDBw9iZmZGyZIlM90WEBERQefOnRk7diyenp44ODiwcuVKpk2bZtLu4Wd1/xkWRAU2QX/S/2OKiIiIiMjTt3DhQkqUKMFrr72W7b6cnZ3x9PRk9uzZ9O/fP01SeOPGDZMZ6oiICLp162Zy/NJLLxmPd+3aRXBwMOvXr2fYsGEEBgayePHibMcJ95aj3717l/379xtngk+dOsWNGzcy/IyZmRmdOnUiLCyMcePGmexDj4+PJyQkBE9Pz2xVi69evToAcXFxxnMREREmbSIiInB1dc20GruZmRkvvvhilsb89ddfKV++PCNGjDCeu3jxokmbKlWqsHfvXnx9fY3n9u/fn6X+n0UFNkEfPXp0XocgIiIiIiLpSElJYeHChXTv3h0Li7QpyfDhw/nzzz9ZsmRJlvsMCQmhcePGNGjQgHHjxlGrVi3u3r3Lpk2bCA0NNVnCvnr1aurVq8crr7xCWFgYe/fuZf78+QD8888/+Pr6EhgYiJeXF+XKlaNevXq8/vrrmb4KLjk5OU1VcUtLS2Pie1+VKlVo06YNvXr14uuvv8bCwoKgoCBjMbWMTJw4kS1bttCqVSuCg4OpUaMG58+fZ+TIkSQlJTF79uwsP6sOHTrQpEkTGjdujIuLC+fPn2f48OG4ubmZ7OO/fPkygwYNok+fPhw8eJBZs2almd3OjhdffJFLly6xcuVK6tevz48//siaNWtM2gQGBtKrVy/q1atH48aN+eabbzh69GiWXyn3rCmwe9BFRERERCR/2rx5M5cuXTJ5/dmDoqKiTPYhZ0XFihU5ePAgzZs3Z/DgwdSoUYNWrVqxZcuWNFW/x44dy8qVK6lVqxaLFy8mLCzMmEgPGDAAOzs7Jk2aBNx7TduUKVPo27cvf/75Z4bj37p1i5deesnkp23btum2XbhwIWXLlqVp06a8/fbb9O7dmxIlSmR6f8WKFSMiIoLmzZvTp08fKlWqRKdOnahUqRL79u17rITV09OT9evX4+3tjZubG927d6dq1aps3LjR5AuTbt26ER8fT4MGDQgICCAwMJDevXtneZxHeeONNxg4cCD9+vWjTp067Nq1i1GjRpm08fHxYfjw4QwZMoSXX36Z8+fP4+fnh7W1dY7FkZ8YUgvoAn4zM7NM93U8rxXeb968iYODAzFhwdjbZv4tncizwLy176MbiZHegy4FifagP79upaTQ8MJFYmNjc2xfsDw/DAYDa9asyXdbYitUqJDpe9Bz28Pvbs9PWrVqhYuLC0uX5v5/1zxtBXaJ+8NLI5KSkjh06BCLFy9m7NixeRSViEjBpURcnhYl4iIiz6/bt2/z1Vdf4enpibm5OStWrGDz5s1s2rQpr0N7Kgpsgv7GG2+kOdehQwfc3d355ptv6NmzZx5EJSIiIiIiIlllMBj46aefmDBhAgkJCVSpUoXvvvuOli1b5nVoT0WBTdAz0rBhQ3r16pXXYYiIiIiISB7Irzt8L1y4kNchmNi+fXtehwCAjY0Nmzdvzuswcs1zVSQuPj6eWbNm8cILL+R1KCIiIiIiIiImCuwMupOTk0mRuNTUVP755x9sbW1ZtmxZHkYmIiIiIiIiklaBTdCnT59ukqCbmZlRvHhxGjZsiJOTUx5GJiJPQtXaH8/TrNauYnDytKgYnIiIPO8KbILu5+eX1yGIiIiIiIiIZFmB3YMeHh7Ozp07jcezZ8+mTp06dO3alevXr+dhZCIiIiIiIiJpFdgE/cMPP+TmzZsA/PbbbwwaNIi2bdvy+++/M2jQoDyOTkRERERERMRUgV3ifv78eapXrw7Ad999h7e3N5MmTeLgwYO0bds2j6MTERERERERMVVgE3RLS0tu374NwObNm+nWrRsAzs7Oxpl1ERHJmIrBydOkgnAiIiJpFdgE/ZVXXmHQoEE0adKEvXv38s033wBw+vRpvQddRERERERE8p0Cuwf9yy+/xMLCgm+//ZbQ0FDKlCkDwM8//0ybNm3yODoRERERERERUwV2Br1cuXL88MMPac5Pnz49D6IRkf/X3r3H5Xj/fwB/3Z2TujupW5RqOopqQsXId2QabV+HFin5zmkUKaeGYSbju2SOY9rYhB3I2CxijqOachvKaWqFmkaKRKf794ef+7u78/m+q9fz8bgfj93X9bk+n/f1eVyP6X1/DhcREREREdWszSboKSkpUFVVRc+ePQEAP/zwA7788kvY29tj2bJlUFNTk3OERESNV3b06yaph+vNqblwrTkREVHdtdkp7tOmTcONGzcAALdv34avry86dOiA7777DvPnz5dzdERERERERESy2myCfuPGDTg5OQEAvvvuOwwcOBC7d+/Gjh07sG/fPvkGR0RERERERFRBm03QJRIJysvLAbx4zdrLd5+bmpri77//lmdoRERERERERJW02QTdxcUFH330Eb7++mucOnUKb775JgAgPT0dxsbGco6OiIiIiIjaCw8PD4SEhMg7DGoF2myCvm7dOqSkpCAoKAiLFi1C9+7dAQDff/893N3d5RwdERFR22KkrV7lh4iootLSUixevBgWFhbQ1NSEpaUlPvzwQ+ns18bIyclBcHAwLC0toa6uDlNTU4wcORLHjx9vgsirt2PHDujq6lZ7fv/+/VixYkWj23n48CFCQkJgbm4ONTU1dO7cGZMmTUJmZmaj666Lffv2oV+/fhAKhdDW1kaPHj0QFhbWIm23F212F/devXrh8uXLlY7/97//hbKyshwiIiIiIiKi1atX47PPPsPOnTvRo0cPXLhwAZMmTYJQKMTs2bMbXG9GRgb69+8PXV1drFmzBr169UJJSQmOHDmCmTNn4tq1a014F/Wjr6/f6DoePnwIV1dXqKmpYfPmzXBwcEBGRgYWL16MPn364Pz587C0tGyCaKt27Ngx+Pr6IiIiAt7e3hAIBEhNTW32Hz/amzY7gg4Ajx49wvbt2xEeHo6HDx8CAFJTU3H//n05R0ZERERE1D6dP38eb731Ft58802Ym5tjzJgx8PT0xIULFxpV74wZMyAQCJCUlIQxY8bA2toaPXr0QGhoKBISEqTlBAIBtmzZguHDh0NTUxMWFhb47rvvpOe/+uordOzYETdv3pQeCw4OhrW1NQoLCxsUW8Up7vfv38fIkSOl7cfExMDc3Bzr1q2rto5Fixbh3r170v21zMzMMHDgQBw5cgSqqqqYOXOmTHtBQUEICgqCrq4uDAwMsHjxYkgkEgDAtWvX0KFDB+zevVt6zf79+6GhoVHlICcA/PjjjxgwYADmzZsHGxsbWFtb4+2338aGDRukZZYtWwYnJyds3boVpqam6NChA8aOHYtHjx41qN/aozaboP/++++wsrLC6tWr8cknn0gfitjYWISHh8s3OCIiIiKidmrAgAE4fvy49JXIly5dwtmzZ6WbOjfEw4cPERcXh5kzZ0JLS6vS+YrTz5csWYLRo0fj0qVLmDBhAsaNG4e0tDQAQEBAALy8vODn54fS0lLExcVh69atiImJqbLuhggMDERGRgZ++eUXfP/999i8eXONg4jl5eXYu3cv/Pz8IBKJZM5pampixowZOHLkiHRQEgB27twJFRUVJCYmYv369YiKisL27dsBALa2tvjkk08wY8YM/Pnnn7h37x6mTJmCjz/+GD179qwyBpFIhKtXr+LKlSs13tutW7fw7bff4tChQ4iLi4NYLJb58YBq1mYT9NDQUEyaNAk3b96EhoaG9Pjw4cNx+vRpOUZGRERERNR+LViwAOPGjYOtrS1UVVXh7OyMkJAQjBs3rsF13rp1CxKJBLa2tnUqP3bsWEyePBnW1tZYsWIFXFxcZEaCt27diuzsbMyaNQuBgYFYunQp+vTp0+D4/unGjRv4+eefsX37dri5uaF3796Ijo5GUVFRtdfk5ubi0aNHsLOzq/K8nZ0dJBIJbt26JT1mamqKqKgo2NjYwM/PD8HBwYiKipKenzFjBgYMGAB/f38EBASgd+/eNS4xCA4ORp8+fdCzZ0+Ym5vD19cXX3zxBZ4/fy5T7tmzZ9i5cyecnJwwcOBAbNiwAXv37kVOTk5du6hda7Nr0H/77Tds3bq10vEuXbrw4SBqhcqOfl3lcWVP/xaOpHU7M3WVvEOgVo4bvxFRY33zzTfYtWsXdu/ejR49ekAsFiMkJAQmJiaYOHFig+p8OXVbIBDUqbybm1ul72KxWPpdT08P0dHRGDZsGNzd3bFw4cIGxVWVtLQ0qKiowMXFRXrM1ta2xk3malPV/bu6usp8d3NzQ2RkJMrKyqR7cn3xxRewtraGkpISrly5UmP/aWlp4aeffsIff/yBEydOICEhAWFhYfj0009x/vx5dOjQAQBgZmaGrl27yrRbXl6O69evVxr9p8ra7Ai6hoYGCgoKKh2/fv06OnXqJIeIiIiIiIho3rx5WLhwIXx9fdGzZ0/4+/tjzpw5WLWq4T8iW1lZQSAQSKepN0TF5PT06dNQVlbGvXv3Grz2vCr1/TEBADp16gRdXV2kpqZWef7atWsQCAR45ZVX6hXLpUuXUFhYiMLCwjoPYr7yyiuYPHkytm/fjpSUFKSmpuKbb76ptvzL+6zP/bZnbTZBf+utt/Dhhx+ipKQEwIsHIjMzEwsXLsTo0aPlHB0RERERUfv09OlTKCnJpiHKysqNes2avr4+hg0bhk2bNlWZTFfcpOyfm8a9/P7P6fHnzp3DmjVrcOjQIejo6CA4OLjBsVVkZ2eH0tJSmU3xrl+/XuNGakpKSvDx8cHu3bsrJdJFRUXYvHkzhg0bJrNbfFX3aGVlJR09f/jwIQIDA7Fo0SJMmjQJfn5+NU6zr4q5uTk6dOgg0+eZmZm4d++e9Pv58+ehpKQEa2vretXdXrXZBP2TTz5Bbm4ujIyMUFRUhEGDBqF79+7Q1tbGypUr5R0eEREREVG7NHLkSKxcuRI//fQTMjIyEBsbi7Vr1+Lf//63tEx4eDgCAgLqVe/mzZtRVlaGvn37Yt++fbh58ybS0tKwfv36SlPav/vuO3zxxRe4ceMGli5diqSkJAQFBQEAHj9+DH9/fwQHB2P48OHYvXs3vv32W5md3qtSVlYGsVgs86lqxNvGxgZvvPEGpkyZgsTERCQnJ2Py5MnQ1NSssf6VK1dCJBJh6NCh+Pnnn5GVlYXTp09j2LBhKCkpwaZNm2TKZ2VlITQ0FNevX8eePXuwYcMGmTXm06dPh6mpKRYvXoy1a9dCIpFg7ty51ba/bNkyzJ8/HydPnkR6ejouXryI//znPygpKcHQoUOl5TQ0NDBx4kRcunQJZ86cwaxZs+Dj48Pp7XXUZteg6+jo4OzZs/jll1+QkpKC8vJyvPrqqxgyZIi8QyMiIiIiarc2bNiAJUuWYMaMGbh//z5MTEwwbdo0fPDBB9Iy2dnZyMzMrFe9FhYWSElJwcqVKxEWFobs7Gx06tQJvXv3xpYtW2TKLl++HHv37sWMGTMgEokQExMDe3t7AMDs2bOhpaWFiIgIAECPHj2wevVqTJ8+He7u7ujSpUuV7T958gTOzs4yx7p164aMjIxKZb/88ktMnjwZgwYNgrGxMT766CMsWbKkxvszNDREQkICPvzwQ0ybNg3Z2dkwMDDAG2+8gV27dsHMzEymfEBAAIqKitC3b18oKysjODgYU6dOBfDiVXKHDx/GxYsXoaKiAhUVFcTExMDd3R1vvvlmlTvqDxo0CJs2bUJAQAD++usv6OnpwdnZGUePHoWNjY20XPfu3TFq1Ch4eXnh4cOH8PLywubNm2u8N/ofgeTlIog2pLS0FBoaGhCLxXBwcJB3OAqloKAAQqEQD2PWQKdDzb/SEbUG7WWTuOo2yasON4OjxuJmcKTInpSXo1/Gn8jPz4eOjo68w6FWRiAQIDY2Fm+//ba8Q5Fhbm6OkJAQmfelN5SHhwecnJxqfK96c1i2bBkOHDggs+Ee1U+bnOKuoqKCbt26oaysTN6hEBEREREREdVJm0zQAWDx4sUIDw/Hw4cP5R0KERE1ofVP8uH74C8Mzr2H9NIS6fFdhY8R8PAv/Cv3Hs4/fybHCImIiIgaps2uQV+/fj1u3boFExMTdOvWDVpaWjLnU1JS5BQZERE1xiA1DYzT7IjgR3/LHH9VTR2DNTTx38eP5BMYERG1Coq6wreqteoNdfLkySarqz6WLVuGZcuWyaXttqLNJuhvvfUW37VHRG1ee1xr7qhW9dpoe1W1Fo6k7eB6cyIiIsXQZhN0/nJDRERERERErUmbW4P+9OlTzJw5E126dIGRkRHGjx+Pv//+u/YLiYiIiIiIiOSozSXoS5cuxY4dO/Dmm2/C19cX8fHxeO+99+QdFhEREREREVGN2twU9/379yM6Ohq+vr4AgAkTJqB///4oKyuDsrKynKMjIiIiIiIiqppAoqjbGDaQmpoa0tPT0aVLF+kxTU1N3LhxA6amps3W7t27d7FgwQL8/PPPKCoqgrW1NaKjo9G7d28AL3aLXL58ObZt24a8vDz069cPmzZtQo8ePaR1PH/+HHPnzsWePXtQVFSE119/HZs3b0bXrl2lZfLy8jBr1iwcPHgQAODt7Y0NGzZAV1e3TnEWFBRAKBTiYcwa6HTQbLoOIFIwyp7+8g6hSZ00t5d3CApj3eNH+LX4GR6Wl0MoUIKmQIAYA2PEPH2MA0WFyC8vh6ZACWoC4HO9TtBV4o+zL3EzOGornpSXo1/Gn8jPz4eOjo68wyEiajJtbgS9rKwMamqyO/mqqKigtLS02drMy8tD//79MXjwYPz8888wMjLCH3/8IZM0r1mzBmvXrsWOHTtgbW2Njz76CEOHDsX169ehra0NAAgJCcGhQ4ewd+9eGBgYICwsDCNGjEBycrJ09H/8+PG4c+cO4uLiAABTp06Fv78/Dh061Gz3R0SkSEK0dRFSxXG/Dtrw66Dd0uEQERERNZk2N4KupKSE4cOHQ139f6MEhw4dwr/+9S+Zd6Hv37+/ydpcuHAhfv31V5w5c6bK8xKJBCYmJggJCcGCBQsAvBgtNzY2xurVqzFt2jTk5+ejU6dO+Prrr/HOO+8AAO7duwdTU1McPnwYw4YNQ1paGuzt7ZGQkIB+/foBABISEuDm5oZr167Bxsam1lg5gk7tBUfQiSrjCDq1FRxBJ6K2qs1tEjdx4kQYGRlBKBRKPxMmTICJiYnMsaZ08OBBuLi4YOzYsTAyMoKzszM+//xz6fn09HTk5OTA09NTekxdXR2DBg3CuXPnAADJyckoKSmRKWNiYgIHBwdpmfPnz0MoFEqTcwBwdXWFUCiUliEiIqK6ifj7AYZmZqHH7XTcLC6WHn9QVoap2TkYnpmFt7LuIPnZMzlGSURE7Umbm+L+5Zdftnibt2/fxpYtWxAaGor3338fSUlJmDVrFtTV1REQEICcnBwAgLGxscx1xsbG+PPPPwEAOTk5UFNTg56eXqUyL6/PycmBkZFRpfaNjIykZSp6/vw5nj9/Lv1eUFDQ8BslIiJqQzy1OuA/ukL438uWOR714CEc1dWxrbMIl589x5z7fyHO1BQqAoGcIiUiovaizSXo8lBeXg4XFxdEREQAAJydnXH16lVs2bIFAQEB0nKCCv+wSySSSscqqlimqvI11bNq1SosX768zvdC1FaUHf26yuOtYep7dbET1RWnsteNi2bVS73iCgtx1OzFxrI9NdRhoKyMlGfP0Lea8kRERE2lzU1xl4fOnTvD3l52faidnR0yMzMBACKRCAAqjXLfv39fOqouEolQXFyMvLy8Gsv89ddfldrPzc2tNDr/Unh4OPLz86WfrKysBtwhERFR+/CorAwSAPr/eDVrFxVVZDfjZrNEREQvMUFvAv3798f169dljt24cQPdunUDAFhYWEAkEiE+Pl56vri4GKdOnYK7uzsAoHfv3lBVVZUpk52djStXrkjLuLm5IT8/H0lJSdIyiYmJyM/Pl5apSF1dHTo6OjIfIiIiql7FOWkStKn9dImISIFxinsTmDNnDtzd3REREQEfHx8kJSVh27Zt2LZtG4AX09JDQkIQEREBKysrWFlZISIiAh06dMD48eMBAEKhEO+++y7CwsJgYGAAfX19zJ07Fz179sSQIUMAvBiVf+ONNzBlyhRs3boVwIvXrI0YMaJOO7gTERFRzXT/f+T8YVmZdBT9XmkpOqvwTyYiImp+/NemCfTp0wexsbEIDw/Hhx9+CAsLC6xbtw5+fn7SMvPnz0dRURFmzJiBvLw89OvXD0ePHpW+Ax0AoqKioKKiAh8fHxQVFeH111/Hjh07pO9AB4CYmBjMmjVLutu7t7c3Nm7c2HI3S0RE1MZ5amlhT34BZurr4fKz5/i7tAyvamjIOywiImoH2tx70KlmfA86UeNVt9FcU23udmbqqiaph9o+bgbXOCv+/hsnCp/i77Iy6Coro4NAgDgzU/xdWobw3Pu4U1IKVYEASwwN0IcbxCkUvgedGkIgECA2NhZvv/12m2yP2gauQSciIqJ2aYmhIX7pZobfLS1wupsZ4v5/53ZDFWV83rkzfjYzxUHTrkzOiZrY48ePERISgm7dukFTUxPu7u747bffGl1vYGBgjclwdnY2hg8f3uh2rl69Ch8fH3Tq1Anq6uqwsrLCkiVL8PTp00bXTcQEnYiIiIiIWszkyZMRHx+Pr7/+GpcvX4anpyeGDBmCu3fvNmu7IpEI6uqNm3mUkJCAfv36obi4GD/99BNu3LiBiIgI7Ny5E0OHDkVxcXETRUvtFRN0IiIiIiJqEUVFRdi3bx/WrFmDgQMHonv37li2bBksLCywZcuWZm1bIBDgwIED0u9JSUlwdnaGhoYGXFxcEBsbC4FAALFYXOX1EokE7777Luzs7LB//3707dsX3bp1w9ixY3Ho0CGcP38eUVFRzXoP1PYxQSciIiIiohZRWlqKsrIyaFTYeFFTUxNnz55tsTgKCwulb0JKTk7GsmXLMHfu3BqvEYvFSE1NRWhoKJSUZNMoR0dHDBkyBHv27GnOsKkd4C7uRET1xM3gqKVxMzhqDwwN6r5TvnpZGZDRfLFQ89HW1oabmxtWrFgBOzs7GBsbY8+ePUhMTISVlVWLxRETE4OysjJ88cUX6NChA3r06IE7d+7gvffeq/aaGzduAHjx6uOq2NnZteiPDNQ2cQSdiIiIiIhazNdffw2JRIIuXbpAXV0d69evx/jx42VeLdzc0tLS4OjoiA4dOkiPubm5NapOiUQCgUDQ2NConWOCTkRERERELeaVV17BqVOn8OTJE2RlZSEpKQklJSWwsLBosRga8qZpa2trAEBqamqV569du9aiswCobWKCTkRERERELU5LSwudO3dGXl4ejhw5grfeeqvF2ra3t8elS5dQVFQkPZaQkFDjNU5OTrC1tUVUVBTKy8tlzl26dAnHjh3DuHHjmiVeaj+4Bp2IqJlxrTnVFdeaU1tTn3Xl1H4cOXIEEokENjY2uHXrFubNmwcbGxtMmjRJWiY8PBx3797FV199Va+68/PzK+3Crq+vDzMzM5lj48ePx6JFi/Duu+9i8eLFyMjIwCeffFJj3QKBANu3b4enpydGjx6N8PBwiEQiJCYmIiwsDG5ubggJCalXvEQVcQSdiIiIiIhaTH5+PmbOnAlbW1sEBARgwIABOHr0KFRVVaVlsrOzkZmZWe+6T548CWdnZ5nPBx98UKlcx44dcejQIaSmpsLZ2RmLFi3C6tWra62/f//+SEhIgLKyMry8vNC9e3eEh4dj4sSJiI+Pb/R71okEkoYswKBWq6CgAEKhEA9j1kCng6a8wyFqFziCTnXFEXRqa5prBP1xWRm6p9xAfn4+dHR0mqUNan8yMjJgYWGBixcvwsnJSd7hUDvFEXQiIiIiIiIiBcAEnYiIiIiIiEgBcJM4IqImwqnsVB+czk6tETd9o7bM3Ny8Qa9fI2pKHEEnIiIiIiIiUgBM0ImIiIiIiIgUABN0IiIiIiIiIgXABJ2IiIiIiIhIAXCTOCIiombEzeBIkXHTNyIixcIRdCIiIiIiIiIFwASdiIiIiIiISAEwQSciIiIiIiJSAEzQiYiIiIiIiBQAN4lrr/7KBjTruHGRqEvzxkLUypyZukreIZAC4mZwpCi48RsRUevFEXQiIiIiIiIiBcAEnYiIiIiIiEgBMEEnIiIiIiIiUgBcg061y7lb97Jcr05tDNebU0Vca04tjWvKiYjaD46gExERERERESkAJuhERERERNTuZWRkQCAQQCwWt8n2qHVggk5ERERERC3m9OnTGDlyJExMTCAQCHDgwIFKZSQSCZYtWwYTExNoamrCw8MDV69ebXTbHh4eCAkJqfKcqakpsrOz4eDg0Oh2zp07By8vL+jp6UFDQwM9e/ZEZGQkysrK6l3X1atX4ePjg06dOkFdXR1WVlZYsmQJnj592ug4SfEwQSciIiIiohZTWFgIR0dHbNy4sdoya9aswdq1a7Fx40b89ttvEIlEGDp0KB4/ftxscSkrK0MkEkFFpXHbdMXGxmLQoEHo2rUrTpw4gWvXrmH27NlYuXIlfH19IZFI6lxXQkIC+vXrh+LiYvz000+4ceMGIiIisHPnTgwdOhTFxcWNipUUDzeJo6ZV3YZy3DyOFBw3g6OKuBkcNSdu/Ebt2fDhwzF8+PBqz0skEqxbtw6LFi3CqFGjAAA7d+6EsbExdu/ejWnTpjVLXBkZGbCwsMDFixfh5OQEADh8+DBCQkKQlZUFV1dXTJw4EZMmTUJeXh50dXUr1VFYWIgpU6bA29sb27Ztkx6fPHkyjI2N4e3tjW+//RbvvPNOrfFIJBK8++67sLOzw/79+6Gk9GJstVu3brC2toazszOioqKwYMECAIBAIMDmzZtx8OBBnDx5EiKRCGvWrMHYsWMBAF999RVmzJiBixcvwsrKCgAQHByMI0eO4OLFi9DS0mpM91ET4Qg6EREREREpjPT0dOTk5MDT01N6TF1dHYMGDcK5c+daLI6srCyMGjUKXl5eEIvFmDx5MhYuXFjjNUePHsWDBw8wd+7cSudGjhwJa2tr7Nmzp07ti8VipKamIjQ0VJqcv+To6IghQ4ZUqmvJkiUYPXo0Ll26hAkTJmDcuHFIS0sDAAQEBMDLywt+fn4oLS1FXFwctm7dipiYGCbnCoQJOhERERERKYycnBwAgLGxscxxY2Nj6bmWsGXLFlhaWiIqKgo2Njbw8/NDYGBgjdfcuHEDAGBnZ1fleVtbW2mZ2tRWl52dXaW6xo4di8mTJ8Pa2horVqyAi4sLNmzYID2/detWZGdnY9asWQgMDMTSpUvRp0+fOsVDLYNT3ImIiIiISOEIBAKZ7xKJpNKx5pSWlgZXV1eZNt3c3Op0bXXrzJvyHqqqq2J8bm5uMrvE6+npITo6GsOGDYO7u3utMwKo5XEEnYiIiIiIFIZIJAKASqPl9+/frzSq3pzqs5nbS9bW1gAgnVZe0bVr16Trv+taV2pqaqPqqpjEnz59GsrKyrh37x4KCwvrFAu1HI6gU8uobvO46nBTOWom3AyOqsIN4aiuuLkbUfOzsLCASCRCfHw8nJ2dAQDFxcU4deoUVq9e3WJx2NvbV3oFXEJCQo3XeHp6Ql9fH5GRkXB3d5c5d/DgQdy8eRMrVqyoU/tOTk6wtbVFVFQUfH19ZdahX7p0CceOHcOqVbJ/1yQkJCAgIEDm+8s+BF68/m3NmjU4dOgQFi5ciODgYOzcubNO8VDLYIJOREREREQt5smTJ7h165b0e3p6OsRiMfT19WFmZgaBQICQkBBERETAysoKVlZWiIiIQIcOHTB+/HjpdQEBAejSpUulJLU2ubm5MtO+gf+N2v/T9OnTERkZidDQUEybNg3JycnYsWNHjXVraWlh69at8PX1xdSpUxEUFAQdHR0cP34c8+bNw5gxY+Dj41OnOAUCAbZv3w5PT0+MHj0a4eHhEIlESExMRFhYGNzc3Cq90/27776Di4sLBgwYgJiYGCQlJSE6OhoA8PjxY/j7+yM4OBjDhw+HmZkZXFxcMGLECOlO7yR/nOJOREREREQt5sKFC3B2dpaO7IaGhsLZ2RkffPCBtMz8+fMREhKCGTNmwMXFBXfv3sXRo0ehra0tLZOZmYns7Ox6t797925p+y8/n332WaVyZmZm2LdvHw4dOgRHR0d89tlniIiIqLX+MWPG4MSJE8jKysLAgQNhY2ODtWvXYtGiRdi7d2+91qD3798fCQkJUFZWhpeXF7p3747w8HBMnDgR8fHxUFeXnQG2fPly7N27F7169cLOnTsRExMDe3t7AMDs2bOhpaUlvYcePXpg9erVmD59Ou7eredsV2o2AklDFldQq1VQUAChUIiHa+dAR1OBp3Ryijs1E05xp6pwijvVFae4K4bHZWXonnID+fn50NHRkXc41I6cPHkSgwcPrvY96PIkEAgQGxuLt99+W96hUCNwBJ2IiIiIiIhIAXANOimm6jaV48g61RFHyqkqHCmnqnBUnIiIFAUTdCIiIiIiojrw8PBo0OvXWoKixkX1wynuRERERERERAqACToRERERERGRAuAUd2pdqlqbznXp7RrXmlNVuNa8feOaciIiaq04gk5ERERERESkAJigExERERERESkAJuhERERERERECoAJOhEREREREZEC4CZx1PpVtXEcwM3jiNoQbvrWPnBzNyIiau84gt7EVq1aBYFAgJCQEOkxiUSCZcuWwcTEBJqamvDw8MDVq1dlrnv+/DmCg4NhaGgILS0teHt7486dOzJl8vLy4O/vD6FQCKFQCH9/fzx69KgF7oqIiIiIiIiaGxP0JvTbb79h27Zt6NWrl8zxNWvWYO3atdi4cSN+++03iEQiDB06FI8fP5aWCQkJQWxsLPbu3YuzZ8/iyZMnGDFiBMrKyqRlxo8fD7FYjLi4OMTFxUEsFsPf37/F7o+IiIiIiIiaDxP0JvLkyRP4+fnh888/h56envS4RCLBunXrsGjRIowaNQoODg7YuXMnnj59it27dwMA8vPzER0djcjISAwZMgTOzs7YtWsXLl++jGPHjgEA0tLSEBcXh+3bt8PNzQ1ubm74/PPP8eOPP+L69etyuWciIiIiIiJqOkzQm8jMmTPx5ptvYsiQITLH09PTkZOTA09PT+kxdXV1DBo0COfOnQMAJCcno6SkRKaMiYkJHBwcpGXOnz8PoVCIfv36Scu4urpCKBRKy1Tl+fPnKCgokPkQERERERGR4uEmcU1g7969SElJwW+//VbpXE5ODgDA2NhY5rixsTH+/PNPaRk1NTWZkfeXZV5en5OTAyMjo0r1GxkZSctUZdWqVVi+fHn9bqit4OZxbcqZqavkHQK1EG4I17Zw4zciIqK64wh6I2VlZWH27NnYtWsXNDSq/yNEIBDIfJdIJJWOVVSxTFXla6snPDwc+fn50k9WVlaNbRIREREREZF8MEFvpOTkZNy/fx+9e/eGiooKVFRUcOrUKaxfvx4qKirSkfOKo9z379+XnhOJRCguLkZeXl6NZf76669K7efm5lYanf8ndXV16OjoyHyIiIiIiIhI8TBBb6TXX38dly9fhlgsln5cXFzg5+cHsVgMS0tLiEQixMfHS68pLi7GqVOn4O7uDgDo3bs3VFVVZcpkZ2fjypUr0jJubm7Iz89HUlKStExiYiLy8/OlZYiIiIiIqGEyMjIgEAggFovbZHvUOjBBbyRtbW04ODjIfLS0tGBgYAAHBwfpO9EjIiIQGxuLK1euIDAwEB06dMD48eMBAEKhEO+++y7CwsJw/PhxXLx4ERMmTEDPnj2lm87Z2dnhjTfewJQpU5CQkICEhARMmTIFI0aMgI2NjTy7gIiIiIiozk6fPo2RI0fCxMQEAoEABw4cqFRm//79GDZsGAwNDZs0ifXw8EBISEiV50xNTZGdnQ0HB4dGt3Pu3Dl4eXlBT08PGhoa6NmzJyIjI2VeoVxXV69ehY+PDzp16gR1dXVYWVlhyZIlePr0aaPjrE1ZWRlWrVoFW1tbaGpqQl9fH66urvjyyy+bve32ipvEtYD58+ejqKgIM2bMQF5eHvr164ejR49CW1tbWiYqKgoqKirw8fFBUVERXn/9dezYsQPKysrSMjExMZg1a5Z0t3dvb29s3Lixxe+HqLlxQ7j2gZvBKTZu7kZEzaWwsBCOjo6YNGkSRo8eXW2Z/v37Y+zYsZgyZUqLxKWsrAyRSNToemJjY+Hj44NJkybhxIkT0NXVxbFjxzB//nwkJCTg22+/rXUvqpcSEhIwZMgQDBkyBD/99BOMjY2RlJSEsLAw/PLLLzhx4gTU1NQaHXN1li1bhm3btmHjxo1wcXFBQUEBLly4UGlpLjUdgUQikcg7CGo5BQUFEAqFeLh2DnQ02+kfx9zFXeExQW8fmKArNibopMgel5Whe8oN5Ofnc3+dVk4gECA2NhZvv/12leczMjJgYWGBixcvwsnJqdHteXh4wMnJCevWratTW4cPH0ZISAiysrLg6uqKiRMnYtKkScjLy4Ourm6lOgoLC9GtWzcMGjQI+/btkzl36NAheHt7Y+/evXjnnXdqvTeJRAIHBwd06NABiYmJUFL63+TnS5cuwdnZGatWrcKCBQsAvOjLzZs34+DBgzh58iREIhHWrFmDsWPHAgC++uorzJgxAxcvXoSVlRUAIDg4GEeOHMHFixehpaVVKQYnJyf8+9//xtKlS2vs05ezDnbt2gVlZWW89957WLFiRZ1/iKD/4RR3IiIiIiKiCrKysjBq1Ch4eXlBLBZj8uTJWLhwYY3XHD16FA8ePMDcuXMrnRs5ciSsra2xZ8+eOrUvFouRmpqK0NBQmeQcABwdHTFkyJBKdS1ZsgSjR4/GpUuXMGHCBIwbNw5paWkAgICAAHh5ecHPzw+lpaWIi4vD1q1bERMTU2VyDrzYqPqXX35Bbm5ujbHu3LkTKioqSExMxPr16xEVFYXt27fX6T5JFhN0IiIiIiKiCrZs2QJLS0tERUXBxsYGfn5+CAwMrPGaGzduAHixf1RVbG1tpWVqU1tddnZ2leoaO3YsJk+eDGtra6xYsQIuLi7YsGGD9PzWrVuRnZ2NWbNmITAwEEuXLkWfPn2qjWHt2rXIzc2FSCRCr169MH36dPz888+Vypmamsr0U3BwMKKioup0nySLa9CJSG44lb194FR2xcFp60REdZeWlgZXV1eZadpubm51ura6VcQSiaTJpn1XVVfF+Nzc3GQ22NPT00N0dDSGDRsGd3f3WmcE2Nvb48qVK0hOTsbZs2elG/wFBgbKjJBX1U8vN8X7555aVDuOoBMREREREVXQkK26rK2tAUA6rbyia9euSdd/17Wu1NTURtVVMYk/ffo0lJWVce/ePRQWFtZ6vZKSEvr06YM5c+YgNjYWO3bsQHR0NNLT0+twF1RfTNCJiIiIiIgqsLe3R0JCgsyxit8r8vT0hL6+PiIjIyudO3jwIG7evIlx48bVqX0nJyfY2toiKioK5eXlMucuXbqEY8eOVaqrqnhtbW2l38+dO4c1a9bg0KFD0NHRQXBwcJ1i+Sd7e3sAkEnuq2rXysqKo+cNwCnuRERERETUYp48eYJbt25Jv6enp0MsFkNfXx9mZmYAgIcPHyIzMxP37t0DAFy/fh3Ai03LXr4KLSAgAF26dMGqVfVbMpebm1vpvepVvV5t+vTpiIyMRGhoKKZNm4bk5GTs2LGjxrq1tLSwdetW+Pr6YurUqQgKCoKOjg6OHz+OefPmYcyYMfDx8alTnAKBANu3b4enpydGjx6N8PBwiEQiJCYmIiwsDG5ubpXe6f7dd9/BxcUFAwYMQExMDJKSkhAdHQ0AePz4Mfz9/REcHIzhw4fDzMwMLi4uGDFihHSn94rGjBmD/v37w93dHSKRCOnp6QgPD4e1tbVM4p+VlSXtp5SUFGzYsKHKHymodhxBJyIiIiKiFnPhwgU4OzvD2dkZABAaGgpnZ2d88MEH0jIHDx6Es7Mz3nzzTQCAr68vnJ2d8dlnn0nLZGZmIjs7u97t7969W9r+y88/633JzMwM+/btw6FDh+Do6IjPPvsMERERtdY/ZswYnDhxAllZWRg4cCBsbGywdu1aLFq0CHv37q3XGvT+/fsjISEBysrK8PLyQvfu3REeHo6JEyciPj4e6uqy+7wsX74ce/fuRa9evbBz507ExMRIR7xnz54NLS0t6T306NEDq1evxvTp03H37t0q2x82bBgOHTok3YF+4sSJsLW1xdGjR6Gi8r+x3oCAABQVFaFv376YOXMmgoODMXXq1DrfJ/0P34PezvA96DXg+9GbDTeDax+4GVzz4eZuRLL4HnSSl5MnT2Lw4MHVvgddnmp7p3xzqend8lR/HEEnIiIiIiIiUgBM0ImIiIiIiIgUADeJIyIiIiIiqgMPD48GvX6tJcgrrpMnT8ql3baKI+hERERERERECoAj6ETUZLgZXPvAzeCaBjd+IyIiooo4gk5ERERERESkAJigExERERERESkAJuhERERERERECoAJOhEREREREZEC4CZxRFRv3AyufeBmcFXj5m5ERETUXDiCTkRERERERKQAmKATERERERERKQAm6EREREREREQKgAk6ERERERERkQLgJnFEVCNuCNc+tJcN4bjBGxERESkyjqATERERERERKQAm6EREREREREQKgAk6ERERERERkQLgGnQiAsC15u1Fa11rzrXjRETU3DIyMmBhYYGLFy/CycmpzbVHrQNH0ImIiIiIqMWcPn0aI0eOhImJCQQCAQ4cOCBzvqSkBAsWLEDPnj2hpaUFExMTBAQE4N69e41u28PDAyEhIVWeMzU1RXZ2NhwcHBrdzrlz5+Dl5QU9PT1oaGigZ8+eiIyMRFlZWb3quX37NsaNGwcTExNoaGiga9eueOutt3Djxo1Gx0iKiQk6ERERERG1mMLCQjg6OmLjxo1Vnn/69ClSUlKwZMkSpKSkYP/+/bhx4wa8vb2bNS5lZWWIRCKoqDRuknFsbCwGDRqErl274sSJE7h27Rpmz56NlStXwtfXFxKJpE71FBcXY+jQoSgoKMD+/ftx/fp1fPPNN3BwcEB+fn6jYiTFxSnuRERERETUYoYPH47hw4dXe14oFCI+Pl7m2IYNG9C3b19kZmbCzMysWeKqasr54cOHERISgqysLLi6umLixImYNGkS8vLyoKurW6mOwsJCTJkyBd7e3ti2bZv0+OTJk2FsbAxvb298++23eOedd2qNJzU1Fbdv38Yvv/yCbt26AQC6deuG/v37V4p5z549WL9+PVJSUvDKK69g06ZN8PDwaFR/kHxwBJ2azCuLNqPHsm3ovfIL9F75Bb69kCbvkIiIiIioDcjPz4dAIKgyKW4uWVlZGDVqFLy8vCAWizF58mQsXLiwxmuOHj2KBw8eYO7cuZXOjRw5EtbW1tizZ0+d2u/UqROUlJTw/fff1zo1ft68eQgLC8PFixfh7u4Ob29vPHjwoE7tkGLhCDo1qW+m/BsOXTrJOwyidq81bAbHjd+IiKgunj17hoULF2L8+PHQ0dFpsXa3bNkCS0tLREVFQSAQwMbGBpcvX8bq1aurvebl2nA7O7sqz9va2tZ5/XiXLl2wfv16zJ8/H8uXL4eLiwsGDx4MPz8/WFpaypQNCgrC6NGjpXHHxcUhOjoa8+fPr1NbpDg4gk5ERERERAqppKQEvr6+KC8vx+bNm1u07bS0NLi6ukIgEEiPubm51ena6taZSyQSmfpqM3PmTOTk5GDXrl1wc3PDd999hx49elRaAvDPuFRUVODi4oK0NM5mbY2YoFOTCvjyIJxWRGPq14eR+/ipvMMhIiIiolaqpKQEPj4+SE9PR3x8fIuOngPVJ9k1sba2BoBqk+Nr167BysqqXnVqa2vD29sbK1euxKVLl/Daa6/ho48+qvW6+vwQQIqDCTo1mRNhfkhZ/C5+ez8Q+h01MWnnj/IOiYiIiIhaoZfJ+c2bN3Hs2DEYGBi0eAz29vZISEiQOVbxe0Wenp7Q19dHZGRkpXMHDx7EzZs3MW7cuAbHJBAIYGtri8LCwmrjKi0tRXJyMmxtbRvcDskPE3RqMmb6QgCAqrIyZv+rD87euiPniIiIiIhI0Tx58gRisRhisRgAkJ6eDrFYjMzMTAAvEswxY8bgwoULiImJQVlZGXJycpCTk4Pi4mJpPQEBAQgPD693+7m5udL2X35ycnIqlZs+fTr++OMPhIaG4vr169i9ezd27NhRY91aWlrYunUrfvjhB0ydOhW///47MjIyEB0djcDAQIwZMwY+Pj51ilMsFuOtt97C999/j9TUVNy6dQvR0dH44osv8NZbb8mU3bRpE2JjY3Ht2jXMnDkTeXl5+M9//lPnPiHFwU3iqEkUPi9GSVk5dDu82PRp72+pcDI1knNUVJUzU1fJOwRqQvLYDI6buxERUWNcuHABgwcPln4PDQ0FAEycOBE7duzAnTt3cPDgQQCQvu7spRMnTkhfH5aZmQklpfqPN+7evRu7d++WObZ06VIEBgbKHDMzM8O+ffswZ84cbN68GX379kVEREStie+YMWNw4sQJREREYODAgSgqKkL37t2xaNEihISE1HnqedeuXWFubo7ly5cjIyMDAoFA+n3OnDkyZT/++GOsXr0aFy9exCuvvIIffvgBhoaGdWqHFItA0pDFFdRqFRQUQCgU4uHaOdDRbLo/7G/nPoLPtv0ok0ggkQAWhkJE+QyBuYFuk7XR7ERd5B1Bi2CC3rYwQSei9uhxWRm6p9xAfn5+i69Lpvbt5MmTGDx4cLXvQW9pVb27nVo3jqBTk7DspIsLiziNhoiIiIiIqKG4Bp2IiIiIiIhIAXAEnYiIiIiIqA48PDwa9Pq15mJubq5Q8VDjMUGn9odrzakVaqq15lw/TkRERKS4OMWdiIiIiIiISAEwQSciIiIiIiJSAEzQiYiIiIiIiBQA16ATtXJca972VLXenGvHiYiIiNo+jqATERERERERKQAm6EREREREREQKgAk6ERERERERkQJggk5ERERERESkALhJHFErwc3gWq/7JaVVHvewMmjhSIiIiIhIkXEEvQmsWrUKffr0gba2NoyMjPD222/j+vXrMmUkEgmWLVsGExMTaGpqwsPDA1evXpUp8/z5cwQHB8PQ0BBaWlrw9vbGnTt3ZMrk5eXB398fQqEQQqEQ/v7+ePToUXPfIhERERERETUzJuhN4NSpU5g5cyYSEhIQHx+P0tJSeHp6orCwUFpmzZo1WLt2LTZu3IjffvsNIpEIQ4cOxePHj6VlQkJCEBsbi7179+Ls2bN48uQJRowYgbKyMmmZ8ePHQywWIy4uDnFxcRCLxfD392/R+yUiIiIiIqKmJ5BIJBJ5B9HW5ObmwsjICKdOncLAgQMhkUhgYmKCkJAQLFiwAMCL0XJjY2OsXr0a06ZNQ35+Pjp16oSvv/4a77zzDgDg3r17MDU1xeHDhzFs2DCkpaXB3t4eCQkJ6NevHwAgISEBbm5uuHbtGmxsbGqNraCgAEKhEA/XzoGOZuV3LbcLoi7yjqBBOMW99eIUdyKipvW4rAzdU24gPz8fOjo68g6HiKjJcAS9GeTn5wMA9PX1AQDp6enIycmBp6entIy6ujoGDRqEc+fOAQCSk5NRUlIiU8bExAQODg7SMufPn4dQKJQm5wDg6uoKoVAoLUNERNQW/JL/BJ5X0+Fx5TaGp6bj6tNn8g6JiIio2XGTuCYmkUgQGhqKAQMGwMHBAQCQk5MDADA2NpYpa2xsjD///FNaRk1NDXp6epXKvLw+JycHRkZGldo0MjKSlqno+fPneP78ufR7QUFBA++sFWqlI+UAR8sVSXWj3/XBkXKi+nlUWoaZt+/hB9tusNZUx7mCQrx3+x5OO1jKOzQiIqJmxRH0JhYUFITff/8de/bsqXROIBDIfJdIJJWOVVSxTFXla6pn1apV0g3lhEIhTE1N63IbREREcpPxvBiGKsqw/v+lWO46WrjzvAS/FxbJOTIiassyMjIgEAggFovlHQq1Y0zQm1BwcDAOHjyIEydOoGvXrtLjIpEIACqNct+/f186qi4SiVBcXIy8vLway/z111+V2s3Nza00Ov9SeHg48vPzpZ+srKyG3yAREVELsFRXw4PSMlx48iIhP5xXgMLycmQ9L5FzZETUFE6fPo2RI0fCxMQEAoEABw4cqFRm2bJlsLW1hZaWFvT09DBkyBAkJiY2um0PDw+EhIRUec7U1BTZ2dnSWbCNce7cOXh5eUFPTw8aGhro2bMnIiMjZTZ/JqoKE/QmIJFIEBQUhP379+OXX36BhYWFzHkLCwuIRCLEx8dLjxUXF+PUqVNwd3cHAPTu3RuqqqoyZbKzs3HlyhVpGTc3N+Tn5yMpKUlaJjExEfn5+dIyFamrq0NHR0fmQ0REpMh0VJQR3b0rVt65j6FX0/FrwVPYaKhBRanmWWdE1DoUFhbC0dERGzdurLaMtbU1Nm7ciMuXL+Ps2bMwNzeHp6cncnNzmy0uZWVliEQiqKg0bhVwbGwsBg0ahK5du+LEiRO4du0aZs+ejZUrV8LX1xfco5tqwgS9CcycORO7du3C7t27oa2tjZycHOTk5KCo6MUv/wKBACEhIYiIiEBsbCyuXLmCwMBAdOjQAePHjwcACIVCvPvuuwgLC8Px48dx8eJFTJgwAT179sSQIUMAAHZ2dnjjjTcwZcoUJCQkICEhAVOmTMGIESPqtIM7ERFRa+Gm3QGxtt0Q38MCH5gaIaekFNYa7fTtI0RtzPDhw/HRRx9h1KhR1ZYZP348hgwZAktLS/To0QNr165FQUEBfv/992aLq6op7ocPH4a1tTU0NTUxePBg7NixAwKBAI8ePaqyjsLCQkyZMgXe3t7Ytm0bnJycYG5ujsmTJ2Pnzp34/vvv8e2338q0t3fvXri7u0NDQwM9evTAyZMnpfV9+OGHMDExwYMHD6THvL29MXDgQJSXlzdHN5CccZO4JrBlyxYAL6bM/NOXX36JwMBAAMD8+fNRVFSEGTNmIC8vD/369cPRo0ehra0tLR8VFQUVFRX4+PigqKgIr7/+Onbs2AFlZWVpmZiYGMyaNUu627u3t3eNvz6SYuNmcM2nKTZ3qy9uBkfUdP4qLoGxmioAYO29vzFARwsWGmpyjoqI5KG4uBjbtm2DUCiEo6Nji7WblZWFUaNGYfr06Xjvvfdw4cIFhIWF1XjN0aNH8eDBA8ydO7fSuZEjR8La2hp79uyRvlYZAObNm4d169bB3t4ea9euhbe3N9LT02FgYIBFixYhLi4OkydPRmxsLD777DOcPn0aly5dgpISx1rbIiboTaAu01QEAgGWLVuGZcuWVVtGQ0MDGzZswIYNG6oto6+vj127djUkTCIiolbj47u5SHpShFKJBC4dNRFl3lneIRFRC/vxxx/h6+uLp0+fonPnzoiPj4ehoWGLtb9lyxZYWloiKioKAoEANjY2uHz5MlavXl3tNTdu3ADwYuZrVWxtbaVlXgoKCsLo0aOlbcbFxSE6Ohrz58+HsrIydu3aBScnJyxcuBAbNmzAtm3b0K1btya6S1I0TNCJiIhI4URZmMg7BCKSs8GDB0MsFuPvv//G559/Dh8fHyQmJlb52uHmkJaWBldXV5m3Jbm5udXp2uoG8Kp6+9I/61RRUYGLiwvS0tKkxywtLfHJJ59g2rRpeOedd+Dn51ef26BWhvMiiIiIiIhI4WhpaaF79+5wdXVFdHQ0VFRUEB0d3WLtN2QzN2trawCQSbD/6dq1a7Cysqq1nopJ/OnTp6GsrIyMjAyUlrb8Mj5qORxBJ2oBXGteP/JYP05ERESKTSKR4Pnz5y3Wnr29faVXwCUkJNR4jaenJ/T19REZGVnpLUsHDx7EzZs3sWLFikp1Dhw4EABQWlqK5ORkBAUFSc9/88032L9/P06ePIl33nkHK1aswPLlyxtxZ6TImKATEREREVGLefLkCW7duiX9np6eDrFYDH19fZiZmaGwsBArV66Et7c3OnfujAcPHmDz5s24c+cOxo4dK70uICAAXbp0wapV9RsIyc3NldmpHQBEIlGlctOnT0dkZCRCQ0Mxbdo0JCcnY8eOHTXWraWlha1bt8LX1xdTp05FUFAQdHR0cPz4ccybNw9jxoyBj4+PzDWbNm2ClZUV7OzsEBUVhby8PPznP/8BANy5cwfvvfceVq9ejQEDBmDHjh148803MXz4cLi6utbrvql14BR3IiIiIiJqMRcuXICzszOcnZ0BAKGhoXB2dsYHH3wA4MX7yK9du4bRo0fD2toaI0aMQG5uLs6cOYMePXpI68nMzER2dna929+9e7e0/Zefzz77rFI5MzMz7Nu3D4cOHYKjoyM+++wzRERE1Fr/mDFjcOLECWRlZWHgwIGwsbHB2rVrsWjRIuzdu7fS9PWPP/4Yq1evhqOjI86cOYMffvgBhoaGkEgkCAwMRN++faUj6kOHDkVQUBAmTJiAJ0+e1PveSfEJJA1ZXEGtVkFBAYRCIR6unQMdzTb+PllRF3lHIMUp7vXTWqe48zVrREQt43FZGbqn3EB+fj50dHTkHQ61IydPnsTgwYORl5cHXV3dRtWVkZEBCwsLXLx4EU5OTk0SH7V+HEEnIiIiIiIiUgBcg06tH0fKW1xrHeFuKhwpJyIiIqLmwASdiIiIiIioDjw8PBr0+rWqmJubN1ld1HZwijsRERERERGRAmCCTkRERERERKQAmKATERERERERKQCuQSdqgNa8GVx73+CtvrghHBERERG1FI6gExERERERESkAJuhERERERERECoAJOhEREREREZECYIJOREREREREpAC4SRy1LqIuLd6komwIx83diIiIiIjaNo6gExERERERESkAJuhERERERERECoAJOhEREREREZEC4Bp0UkxtbK05148rPg8rA3mHQERERETtHEfQiYiIiIiIiBQAE3QiIiIiIiIiBcAEnYiIiIiI2r2MjAwIBAKIxWJ5h0LtGBN0IiIiIiJqMadPn8bIkSNhYmICgUCAAwcO1Fh+2rRpEAgEWLduXaPb9vDwQEhISJXnTE1NkZ2dDQcHh0a3c+7cOXh5eUFPTw8aGhro2bMnIiMjUVZW1ui6a1NYWIgFCxbA0tISGhoa6NSpEzw8PPDjjz82e9vUeNwkjtqd6jaD40ZuwJdPHyO55DlyJeX4r7Y+zJRf/C9iy9MCXC8tgRoE0BQIMEmzI8xVVOUcbcNwMzgiIiL5KiwshKOjIyZNmoTRo0fXWPbAgQNITEyEiYlJs8elrKwMkUjU6HpiY2Ph4+ODSZMm4cSJE9DV1cWxY8cwf/58JCQk4Ntvv4VAIGiCiKs2ffp0JCUlYePGjbC3t8eDBw9w7tw5PHjwoNnapKbDEXQikuqnpo7l2nroJJD9X0MfVXVEautjjY4+vDU6YN3TAjlFSERERK3d8OHD8dFHH2HUqFE1lrt79y6CgoIQExMDVdXmHxioaor74cOHYW1tDU1NTQwePBg7duyAQCDAo0ePqqyjsLAQU6ZMgbe3N7Zt2wYnJyeYm5tj8uTJ2LlzJ77//nt8++23Mu3t3bsX7u7u0NDQQI8ePXDy5ElpfR9++CFMTExkkmtvb28MHDgQ5eXlVcZw6NAhvP/++/Dy8oK5uTl69+6N4OBgTJw4UVrG3NwcK1aswPjx49GxY0eYmJhgw4YNDe88ajJM0IlIyl5FDQZKypWOu6iqQ/n/f+m1UlZFbnkZyiWSlg6PiIiI2ony8nL4+/tj3rx56NGjh1xiyMrKwqhRo+Dl5QWxWIzJkydj4cKFNV5z9OhRPHjwAHPnzq10buTIkbC2tsaePXtkjs+bNw9hYWG4ePEi3N3d4e3tLU3IFy1aJE3wAeCzzz7D6dOn8fXXX0NJqepUTiQS4fDhw3j8+HGNsf73v/9Fr169kJKSgvDwcMyZMwfx8fE1XkPNjwk6EdXLz8+fwllVDUrNODWLiIiI2rfVq1dDRUUFs2bNklsMW7ZsgaWlJaKiomBjYwM/Pz8EBgbWeM2NGzcAAHZ2dlWet7W1lZZ5KSgoCKNHj4adnR22bNkCoVCI6OhoAC+m3e/atQvHjx/HwoULERYWhk2bNqFbt27VxrBt2zacO3cOBgYG6NOnD+bMmYNff/21Urn+/ftj4cKFsLa2RnBwMMaMGYOoqKga74+aHxN0IqqzM8XPcL7kOaZo6sg7FCIiImqjkpOT8emnn0qnk8tLWloaXF1dZWJwc3Or07WSamYaSiSSSvf0zzpVVFTg4uKCtLQ06TFLS0t88sknWL16NUaOHAk/P78a2x44cCBu376N48ePY/To0bh69Spee+01rFixotp2X37/Z7skH9wkjuRL1KXRVUh+T6ny+P6onxpdN/3PueJn+P5ZIZZ01IWwmilVioSbwREREbVOZ86cwf3792FmZiY9VlZWhrCwMKxbtw4ZGRktEkd1SXZNrK2tAbxI7t3d3Sudv3btGuzt7Wutp2ISf/r0aSgrKyMjIwOlpaVQUak5jVNVVcVrr72G1157DQsXLsRHH32EDz/8EAsWLICamlqd26WWp/h/ZROR3J0vfoZvnhVicUddGFaxRp2IiIioqfj7++P333+HWCyWfkxMTDBv3jwcOXKkxeKwt7dHQkKCzLGK3yvy9PSEvr4+IiMjK507ePAgbt68iXHjxlVbZ2lpKZKTk2Frays99s0332D//v04efIksrKyKo2E1/VeSktL8ezZs2rvJSEhQaZdkg+OoBORVPTTx7hQ8hyPJOX46MkjaAgEWK9jgA1PC6ArUMJ/n+RLyy7pqAvtVjCSTkRERIrlyZMnuHXrlvR7eno6xGIx9PX1YWZmBgMDAxgYyM6EU1VVhUgkgo2NjfRYQEAAunTpglWrqn6FbnVyc3NldmoHUOXr1aZPn47IyEiEhoZi2rRpSE5Oxo4dO2qsW0tLC1u3boWvry+mTp2KoKAg6Ojo4Pjx45g3bx7GjBkDHx8fmWs2bdoEKysr2NnZISoqCnl5efjPf/4DALhz5w7ee+89rF69GgMGDMCOHTvw5ptvYvjw4XB1da0yBg8PD4wbNw4uLi4wMDBAamoq3n//fQwePBg6Ov9bpvjrr79izZo1ePvttxEfH4/vvvsOP/3EGajyxgSdiKTe7aCNd6Fd6fhuXSM5RENERERt0YULFzB48GDp99DQUADAxIkTa02A/ykzM7Pancxrsnv3buzevVvm2NKlSyttAGdmZoZ9+/Zhzpw52Lx5M/r27YuIiAhp8lydMWPG4MSJE4iIiMDAgQNRVFSE7t27Y9GiRQgJCak0jfzjjz/G6tWrcfHiRbzyyiv44YcfYGhoCIlEgsDAQPTt2xdBQUEAgKFDhyIoKAgTJkyAWCxGx44dK7U/bNgw7Ny5E++//z6ePn0KExMTjBgxAh988IFMubCwMCQnJ2P58uXQ1tZGZGQkhg0bVtdupGYikDRkcQW1WgUFBRAKhXi4dg50NNXlHQ7XoFOz4Rp0IqK263FZGbqn3EB+fr7MiCBRczt58iQGDx6MvLw86OrqNqqujIwMWFhY4OLFi3BycmqS+OrK3NwcISEhCAkJadF2qXYcQSe5qi65rg8m4kRERERE1BZwASkRERERERGRAuAIOhERERERUR14eHg06PVrVTE3N2+yuuqrpV5VR/XHEXQiIiIiIiIiBcARdGpS5b9fqvK4oMKrK56XlmHekSTE37oLNWVlOHbWx1ejB9VaP9ebU0XcDI6IiIiI2gom6CQX78dfgJJAgNRZoyEQCJD9+Km8QyIiIiIiIpIrJujU4gqLS7BTfAsZoT7S90B21u4g56iIiIiIiIjkiwk6tbg/Hj6GgaY6Ik5fwvHb96CpooIPBjvhX5Ym8g6NiIiIiIhIbrhJHLW4kvJy3M57DLtOukic5o1P33SF33cnkVv4TN6hERERERERyQ1H0KlW1W389uh5CYb8kCj9/rS0DOkFRbgb+C/oa6hVW183YUcoCQQY38sSAOAo0oe5njZS7+dhkEVnANwMjirjZnBERERE1NYxQacG01VXxQWfAdLva8W3cfrewxqTcwAw1NLAvyw74+ituxhubYo/Hz1BRt5jWBsKmztkIiIiIiIihcUEnZrMzmt38WE/6zqV3TTCHVN+OIvw+AtQVlLCFu/+3CiOiIiIiIjaNSbo1CQScvLw8Fkx3uzWqU7lLfW1cXzS8GaOioiIiIiIqPVggt7OSCQSAEDBs+d1vqa8uKTWMtuuZmJs9854WloGoKzSecGz4jq3BwBPJeX1Kk9t3+Oyys8VERG1Ty//TXj5dw0RUVshkPD/bO3K7du38corr8g7DCIiIqJG++OPP2BpaSnvMIiImgxH0NsZfX19AEBmZiaEwqbZlC0mJgZfffUVjhw50iT1tUUFBQUwNTVFVlYWdHR05B1Ou8F+lw/2u3yw3+WD/S4f+fn5MDMzk/5dQ0TUVjBBb2eUlJQAAEKhsMn+kNi9ezemTp3KP0zqQEdHh/0kB+x3+WC/ywf7XT7Y7/Lx8u8aIqK2ggk6NdqZM2fkHQIREREREVGrx58diYiIiIiIiBQAE/R2Rl1dHUuXLoW6urq8Q2lX2O/ywX6XD/a7fLDf5YP9Lh/sdyJqq7iLOxEREREREZEC4Ag6ERERERERkQJggk5ERERERESkAJigExERERERESkAJuhERERERERECoAJeit0+vRpjBw5EiYmJhAIBDhw4IDM+f3792PYsGEwNDSEQCCAWCyuVIeHhwcEAoHMx9fXV6ZMXl4e/P39IRQKIRQK4e/vj0ePHjXfjSm4mvq9pKQECxYsQM+ePaGlpQUTExMEBATg3r17MnU8f/4cwcHBMDQ0hJaWFry9vXHnzh2ZMux3WU3R73ze66+2/88sW7YMtra20NLSgp6eHoYMGYLExESZMnze668p+p3Pe/3V1u//NG3aNAgEAqxbt07mOJ/3+mmKPuezTkRtERP0VqiwsBCOjo7YuHFjtef79++Pjz/+uMZ6pkyZguzsbOln69atMufHjx8PsViMuLg4xMXFQSwWw9/fv8nuo7Wpqd+fPn2KlJQULFmyBCkpKdi/fz9u3LgBb29vmXIhISGIjY3F3r17cfbsWTx58gQjRoxAWVmZtAz7XVZT9DvA572+avv/jLW1NTZu3IjLly/j7NmzMDc3h6enJ3Jzc6Vl+LzXX1P0O8Dnvb5q6/eXDhw4gMTERJiYmFQ6x+e9fpqizwE+60TUBkmoVQMgiY2NrfJcenq6BIDk4sWLlc4NGjRIMnv27GrrTU1NlQCQJCQkSI+dP39eAkBy7dq1Rkbd+tXU7y8lJSVJAEj+/PNPiUQikTx69Eiiqqoq2bt3r7TM3bt3JUpKSpK4uDiJRMJ+r01D+l0i4fPeWHXp9/z8fAkAybFjxyQSCZ/3ptCQfpdI+Lw3VnX9fufOHUmXLl0kV65ckXTr1k0SFRUlPcfnvXEa0ucSCZ91ImqbOILejsXExMDQ0BA9evTA3Llz8fjxY+m58+fPQygUol+/ftJjrq6uEAqFOHfunDzCbXXy8/MhEAigq6sLAEhOTkZJSQk8PT2lZUxMTODg4CDtU/Z741Xs95f4vDef4uJibNu2DUKhEI6OjgD4vLeEqvr9JT7vTau8vBz+/v6YN28eevToUek8n/emV1ufv8RnnYjaGhV5B0Dy4efnBwsLC4hEIly5cgXh4eG4dOkS4uPjAQA5OTkwMjKqdJ2RkRFycnJaOtxW59mzZ1i4cCHGjx8PHR0dAC/6VE1NDXp6ejJljY2NpX3Kfm+cqvod4PPeXH788Uf4+vri6dOn6Ny5M+Lj42FoaAiAz3tzqqnfAT7vzWH16tVQUVHBrFmzqjzP573p1dbnAJ91ImqbmKC3U1OmTJH+t4ODA6ysrODi4oKUlBS8+uqrAACBQFDpOolEUuVx+p+SkhL4+vqivLwcmzdvrrV8xT5lvzdMTf3O5715DB48GGKxGH///Tc+//xz+Pj4IDExsco/iF/i8954tfU7n/emlZycjE8//RQpKSn17h8+7w1T1z7ns05EbRGnuBMA4NVXX4Wqqipu3rwJABCJRPjrr78qlcvNzYWxsXFLh9dqlJSUwMfHB+np6YiPj5cZxRWJRCguLkZeXp7MNffv35f2Kfu9YWrq96rweW8aWlpa6N69O1xdXREdHQ0VFRVER0cD4PPenGrq96rweW+cM2fO4P79+zAzM4OKigpUVFTw559/IiwsDObm5gD4vDe1uvR5VfisE1FbwASdAABXr15FSUkJOnfuDABwc3NDfn4+kpKSpGUSExORn58Pd3d3eYWp0F4miTdv3sSxY8dgYGAgc753795QVVWVTr0DgOzsbFy5ckXap+z3+qut36vC5715SCQSPH/+HACf95b0z36vCp/3xvH398fvv/8OsVgs/ZiYmGDevHk4cuQIAD7vTa0ufV4VPutE1BZwinsr9OTJE9y6dUv6PT09HWKxGPr6+jAzM8PDhw+RmZkpfRf09evXAbz4JVkkEuGPP/5ATEwMvLy8YGhoiNTUVISFhcHZ2Rn9+/cHANjZ2eGNN97AlClTpK8smTp1KkaMGAEbG5sWvmPFUFO/m5iYYMyYMUhJScGPP/6IsrIy6fo2fX19qKmpQSgU4t1330VYWBgMDAygr6+PuXPnomfPnhgyZAgA9ntVGtvvfN4bpqZ+NzAwwMqVK+Ht7Y3OnTvjwYMH2Lx5M+7cuYOxY8cCAJ/3Bmpsv/N5b5ja/l2t+MOfqqoqRCKRtL/4vNdfY/uczzoRtVny2TyeGuPEiRMSAJU+EydOlEgkEsmXX35Z5fmlS5dKJBKJJDMzUzJw4ECJvr6+RE1NTfLKK69IZs2aJXnw4IFMOw8ePJD4+flJtLW1Jdra2hI/Pz9JXl5ey96sAqmp31++0q6qz4kTJ6R1FBUVSYKCgiT6+voSTU1NyYgRIySZmZky7bDfZTW23/m8N0xN/V5UVCT597//LTExMZGoqalJOnfuLPH29pYkJSXJ1MHnvf4a2+983humtn9XK6rqlV983uunsX3OZ52I2iqBRCKRNG3KT0RERERERET1xTXoRERERERERAqACToRERERERGRAmCCTkRERERERKQAmKATERERERERKQAm6EREREREREQKgAk6ERERERERkQJggk5ERERERESkAJigExERERERESkAJuhERERERERECoAJOhERtXkPHjyAkZERMjIymqzOMWPGYO3atU1WHxERERETdCKiZiYQCGr8BAYGyjvEZuPh4YGQkBB5h4FVq1Zh5MiRMDc3BwA8efIEvr6+6Ny5M3x9fVFYWChTPicnB8HBwbC0tIS6ujpMTU0xcuRIHD9+XFrmgw8+wMqVK1FQUNCSt0JERERtGBN0IqJmlp2dLf2sW7cOOjo6Msc+/fRTeYdYL8XFxa2qzaKiIkRHR2Py5MnSY+vWrUPHjh1x9OhRdOjQAevWrZOey8jIQO/evfHLL79gzZo1uHz5MuLi4jB48GDMnDlTWq5Xr14wNzdHTExMg2MjIiIi+icm6EREzUwkEkk/QqEQAoGg0jGJRII1a9bA0tISmpqacHR0xPfffy9Tj4eHB4KDgxESEgI9PT0YGxtj27ZtKCwsxKRJk6CtrY1XXnkFP//8s8w1QUFBCAoKgq6uLgwMDLB48WJIJBJpmdrafllHaGgoDA0NMXToUABAXFwcBgwYIK13xIgR+OOPP6TXBQYG4tSpU/j000+lswUyMjJgbm4ukxADgJOTE5YtW1Zrm3Xpp4p+/vlnqKiowM3NTXrs0aNHsLa2Rs+ePWFra4v8/HzpuRkzZkAgECApKQljxoyBtbU1evTogdDQUCQkJMjU7e3tjT179tTYPhEREVFdMUEnIlIAixcvxpdffoktW7bg6tWrmDNnDiZMmIBTp07JlNu5cycMDQ2RlJSE4OBgvPfeexg7dizc3d2RkpKCYcOGwd/fH0+fPpW5RkVFBYmJiVi/fj2ioqKwffv2erX9so5ff/0VW7duBQAUFhYiNDQUv/32G44fPw4lJSX8+9//Rnl5OQDg008/hZubG6ZMmSKdLWBqalrnPqmqzbr20z+dPn0aLi4uMseCgoKwdetWqKqq4ssvv8Ts2bMBAA8fPkRcXBxmzpwJLS2tSnXp6urKfO/bty+SkpLw/PnzOt8XERERUXVU5B0AEVF7V1hYiLVr1+KXX36RjvJaWlri7Nmz2Lp1KwYNGiQt6+joiMWLFwMAwsPD8fHHH8PQ0BBTpkwB8GJd9JYtW/D777/D1dUVAGBqaoqoqCgIBALY2Njg8uXLiIqKwpQpU+rcdvfu3bFmzRqZuEePHi3zPTo6GkZGRkhNTYWDgwOEQiHU1NTQoUMHiESievdLxTbr00//lJGRARMTE5lj5ubmuHnzJu7fvw9jY2MIBAIAwK1btyCRSGBra1unGLt06YLnz58jJycH3bp1q/c9EhEREf0TE3QiIjlLTU3Fs2fPpNO4XyouLoazs7PMsV69ekn/W1lZGQYGBujZs6f0mLGxMQDg/v370mOurq7SBBQA3NzcEBkZibKysjq3XXEEGgD++OMPLFmyBAkJCfj777+lI+eZmZlwcHCo8/1Xp2Kb9emnfyoqKoKGhkal40pKSpV+OHg59f+f/VUTTU1NAJCZsUBERETUUEzQiYjk7GVi+9NPP6FLly4y59TV1WW+q6qqynwXCAQyx14mli/rbKq2q5ruPXLkSJiamuLzzz+HiYkJysvL4eDgUOuGbkpKSjJr4AGgpKSkUrmKbdann/7J0NAQeXl5Ncb0kpWVFQQCAdLS0vD222/XWv7hw4cAgE6dOtWpfiIiIqKaMEEnIpIze3t7qKurIzMzs9pp2o1RcWOzhIQEWFlZQVlZucFtP3jwAGlpadi6dStee+01AMDZs2crlVNTU0NZWZnMsU6dOiE7O1v6vaCgAOnp6bW22dBYnZ2dsWvXrjqV1dfXx7Bhw7Bp0ybMmjWr0o8Ejx49klmHfuXKFXTt2hWGhoZ1joeIiIioOkzQiYjkTFtbG3PnzsWcOXNQXl6OAQMGoKCgAOfOnUPHjh0xceLERtWflZWF0NBQTJs2DSkpKdiwYQMiIyMb1baenh4MDAywbds2dO7cGZmZmVi4cGGlcubm5khMTERGRgY6duwIfX19/Otf/8KOHTswcuRI6OnpYcmSJVBWVm62fho2bBjCw8ORl5cHPT29WtvZvHkz3N3d0bdvX3z44Yfo1asXSktLER8fjy1btiAtLU1a9syZM/D09Ky1TiIiIqK6YIJORKQAVqxYASMjI6xatQq3b9+Grq4uXn31Vbz//vuNrjsgIABFRUXo27cvlJWVERwcjKlTpzaqbSUlJezduxezZs2Cg4MDbGxssH79enh4eMiUmzt3LiZOnAh7e3sUFRUhPT0d4eHhuH37NkaMGAGhUIgVK1bUaQS9obH27NkTLi4u+PbbbzFt2rRa27CwsEBKSgpWrlyJsLAwZGdno1OnTujduze2bNkiLffs2TPExsbiyJEjdYqdiIiIqDYCScWFgERE1GZ4eHjAycmp0nvH25vDhw9j7ty5uHLlCpSUmuYNo5s2bcIPP/yAo0ePNkl9RERERBxBJyKiNs/Lyws3b97E3bt36/Uu9pqoqqpiw4YNTVIXEREREcAEnYiI2onZs2c3aX3/XCZARERE1BQ4xZ2IiIiIiIhIATTNQjwiIiIiIiIiahQm6EREREREREQKgAk6ERERERERkQJggk5ERERERESkAJigExERERERESkAJuhERERERERECoAJOhEREREREZECYIJOREREREREpACYoBMREREREREpACboRERERERERAqACToRERERERGRAmCCTkRERERERKQAmKATERERERERKQAm6EREREREREQKgAk6ERERERERkQJggk5ERERERESkAJigExERERERESkAJuhERERERERECoAJOhEREREREZECYIJOREREREREpAD+D3BrY6uMd7J0AAAAAElFTkSuQmCC", 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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "f, a = ptt.plot_phaseDiagram(Combined = Res_M12)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Calculations using MAGEMin\n", "\n", "For calculations with MAGEMin it is important to note that this is one of the major purposes for which the original MAGEMin code was developed, so it will likely always be straightforward to create phase diagrams using the MAGEMinApp (https://github.com/ComputationalThermodynamics/MAGEMinApp.jl). The point of this code is not to try and replace MAGEMin, but to provide Python users with the ability to perform calcualtions with a range of different thermodynamic models. In the cells below we repeat the calculations with the `Model` kwarg is changed to `Green2025` which will initiate the calculation in julia via MAGEMin" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "Res_green = ptt.phaseDiagram_calc(Model = \"Green2025\", bulk = Prim_MELT, \n", " P_bar = np.linspace(200.0,15000.0, 25),\n", " T_C = np.linspace(1150.0, 1450.0, 25),\n", " i_max = 15, refine=2)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "d3b69edaea7946a1bf50fafd07349004", "version_major": 2, "version_minor": 0 }, "image/png": 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\n", " Figure\n", "
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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "f, a = ptt.plot_phaseDiagram_multi({\"Green 2025\": Res_green,\n", " \"MELTSv1.0.2\": Res_M12,\n", " \"pMELTS\": Res_pMELTS})" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Lets calculate Mg# as that was a big part of the original arguements" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "Res_green['Mg#_Opx']=(Res_green['MgO_Opx']/40.3044)/((Res_green['MgO_Opx']/40.3044)+(Res_green['FeOt_Opx']/71.844))\n", "Res_M12['Mg#_Opx']=(Res_M12['MgO_Opx']/40.3044)/((Res_M12['MgO_Opx']/40.3044)+(Res_M12['FeOt_Opx']/71.844))\n", "Res_pMELTS['Mg#_Opx']=(Res_pMELTS['MgO_Opx']/40.3044)/((Res_pMELTS['MgO_Opx']/40.3044)+(Res_pMELTS['FeOt_Opx']/71.844))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Extracting more information from the phase diagram calculations\n", "\n", "In addition to the phase diagrams shown above it is relatively simple to extract additional information from the calculations. For example, it is trivial to extract the mass of liquid (mass fraction) at each point and reshape this array into a P-T grid so that we can visualize this data as contours.\n", "\n", "The function make_grid_variables_from_phase_diagram takes your dataframe output, and puts it into a PT grid. This allows for easier plotting. " ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "X_green, Y_green, Z_green = ptt.make_grid_variables_from_phase_diagram(\n", " Results = Res_green,\n", " x_col = \"T_C\",\n", " y_col = \"P_bar\",\n", ")\n", "\n", "liq_green = Z_green[\"mass_g_Liq\"]\n" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "X_pMELTS, Y_pMELTS, Z_pMELTS = ptt.make_grid_variables_from_phase_diagram(\n", " Results = Res_pMELTS,\n", " x_col = \"T_C\",\n", " y_col = \"P_bar\",\n", ")\n" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "X_M12, Y_M12, Z_M12 = ptt.make_grid_variables_from_phase_diagram(\n", " Results = Res_M12,\n", " x_col = \"T_C\",\n", " y_col = \"P_bar\",\n", ")\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "From here we can use the `plt.contourf` function to visualize the mass fraction of melt at each P-T value:" ] }, { "cell_type": "code", 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"text/html": [ "\n", "
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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "fig, (ax1, ax2, ax3) = plt.subplots(\n", " 1, 3, figsize=(12, 4), sharex=True, sharey=True\n", ")\n", "\n", "# ------------------------------------------------\n", "# Panel 1: Opx in Green\n", "pcm1 = ax1.pcolormesh(\n", " X_green, Y_green, Z_green[\"mass_g_Opx\"],\n", " shading=\"auto\",\n", " cmap=\"viridis\", vmin=0, vmax=10,\n", ")\n", "ax1.set_title(\"Green2025\")\n", "ax1.set_xlabel(\"T (°C)\")\n", "ax1.set_ylabel(\"P (bar)\")\n", "fig.colorbar(pcm1, ax=ax1, label=\"% Opx\")\n", "\n", "# ------------------------------------------------\n", "# Panel 2: Opx in pMELTS\n", "\n", "pcm2 = ax2.pcolormesh(\n", " X_pMELTS, Y_pMELTS, Z_pMELTS[\"mass_g_Opx\"],\n", " shading=\"auto\",\n", " cmap=\"viridis\", vmin=0, vmax=10,\n", ")\n", "ax2.set_title(\"pMELTS\")\n", "ax2.set_xlabel(\"T (°C)\")\n", "fig.colorbar(pcm2, ax=ax2, label=\"% Opx\")\n", "\n", "# ------------------------------------------------\n", "# Panel 3: Opx in v1.0.2\n", "\n", "pcm3 = ax3.pcolormesh(\n", " X_M12, Y_M12, Z_M12[\"mass_g_Opx\"],\n", " shading=\"auto\",\n", " cmap=\"viridis\", vmin=0, vmax=10,\n", ")\n", "ax3.set_title(\"MELTS 1.0.2\")\n", "ax3.set_xlabel(\"T (°C)\")\n", "fig.colorbar(pcm3, ax=ax3, label=\"% Opx\")\n", "\n", "plt.tight_layout()\n", "plt.show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## We can also plot the P-T conditions where Ol and Opx are stable (the observed phase assemblage)" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "Res_green_Opx_Ol=Res_green.loc[(Res_green['mass_g_Ol']>0) & (Res_green['mass_g_Opx']>0) ]\n", "Res_green_Opx=Res_green.loc[(Res_green['mass_g_Opx']>0) ]\n", "\n", "\n", "Res_pMELTS_Opx_Ol=Res_pMELTS.loc[(Res_pMELTS['mass_g_Ol']>0) & (Res_pMELTS['mass_g_Opx']>0 )]\n", "Res_pMELTS_Opx=Res_pMELTS.loc[(Res_pMELTS['mass_g_Opx']>0 )]\n", "\n", "\n", "Res_M12_Opx_Ol=Res_M12.loc[(Res_M12['mass_g_Ol']>0) & (Res_M12['mass_g_Opx']>0 )]\n", "Res_M12_Opx=Res_M12.loc[ (Res_M12['mass_g_Opx']>0 )]\n", "\n", "\n" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'P (bar)')" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "a28411985b1643d7bbe985bfe36d0f1a", "version_major": 2, "version_minor": 0 }, "image/png": 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Xv2Lp0qV87nOf2+u1r7/+Ov/f//f/cd5557F582a+9rWvsd9++2XyOYB/+qd/YtOmTfz+97+nqKiIO++8k9WrV3P++efzxhtvEI1Ge9yvP/3pT1x11VWcd955HHzwwQQCAV588UX+9Kc/dfmEt+OT4Mcee4wDDjiAUCjEzJkzmT9/Po8//jhXXnkln/3sZ9m8eTP/+q//ysSJE3n33Xf32t748eM55ZRT+PrXv05RURH33nsv69ev5yc/+Umff3/33XcfZ5xxBvPmzePiiy9mv/32o6Ghgbfffps//OEP/Pd//3eW/yaEEEKIFPtyDPH444/jOA6nnXYab731Fl//+tc54ogjWLhwIZA6AXbBBRdgWRaPPPIIPp+PFStWZFbQffXVV3s9wfOLX/yCe++9l3POOYcDDjgAYwyPP/44O3fu7HJ7gJkzZ/Lb3/6Wp59+mokTJ1JSUsK0adOYP38+//qv/8o3v/lNTjzxRDZs2MC3vvUt9t9/f5LJ5F7b8/l8nHbaaVx33XV4nsftt99Oc3MzN910U69/d8XFxdx9990sWrSIhoYGPvvZz1JZWcm2bdv44x//yLZt2/a6AkwIIYaFkbp7vBBCZMvq1avNZz/7WVNVVWUcxzGVlZXm3HPPNatWrdprbLarEPbEiSeemNWKP73x1ltvmUWLFplJkyYZv99vysvLzemnn26eeeaZXvfzueeeMxdddJGJRqMmHA6bM88807z77ruZcQ888IABzI9+9KMur3/vvfdMaWmpOeecc3rdn/r6enPxxRebQw891BQVFZni4mLz8Y9/3Nx1110mmUxmxr3//vtm7ty5pqSkxADmYx/7WOa5f/u3fzNTp041wWDQHHbYYeaBBx7IrNLUGcB86UtfMvfee6858MADjd/vN4ceeqh5+OGHu4zraRVCY4z54x//aBYuXGgqKyuN3+831dXV5pRTTjE/+MEPev35hBBCiP4YyDFEx/y2bt06c/bZZ5vi4mJTUlJiLrjggsxKhcYY87Wvfc3Ytm1eeOGFLq9ftWqVcRzHXH311b3uz/r1680FF1xgDjzwQBMOh01ZWZk55phjzIoVK7qMe/PNN83s2bNNJBIxQGa14Hg8bpYuXWr2228/EwqFzFFHHWWefPJJs2jRoi7zd8cqhLfffru56aabzKRJk0wgEDCzZs0yv/71r7tsq7djp5dfftmcddZZpry83Pj9frPffvuZs846y/z3f/93H3/jQggxdFjGpJffEEIIMWysWLGCxYsX89prrw34nltCCCGEyD033ngjN910E9u2bcvcB0oIIUT+oHtgCSGEEEIIIYQQQoi8RiewhBBCCCGEEEIIIUReo4RQCCGEEEIIIYQQQuQ1ugJLCCGEEEIIIYQQQuQ1OoElhBBCCCGEEEIIIfIancASQgghhBBCCCGEEHmNM9I7IAoPz/Oora2lpKQEy7JGeneEEEIIjDHs2rWLmpoabFuf3+0rmuuFEELkG5rrCx+dwBI5p7a2lsmTJ4/0bgghhBB7sXnzZiZNmjTSuzHq0VwvhBAiX9FcX7joBJbIOSUlJUDqjaO0tHSE90YIIYSA5uZmJk+enJmjxL6huV4IIUS+obm+8NEJLJFzOlKC0tJSHdQKIYTIK5S75QbN9UIIIfIVzfWFi8JQIYQQQgghhBBCCJHX6ASWEEIIIYQQQgghhMhrdAJLCCGEEEIIIYQQQuQ1OoElhBBCCCGEEEIIIfIancASQgghhBBCCCGEEHmNTmAJIYQQQgghhBBCiLxGJ7CEEEIIIYQQQgghRF6jE1hCCCGEEEIIIYQQIq/RCSyR17S++y4fPvkkre++K5fn3GPvvcf2J58k9t57WTlbtsBLL6W+yuXyrt7fmIGO720bouBo+9vf2P7MM7T97W9ZeffHBjpeLpfL5fnrQvSFM9I7IERvbLjjDn5xxx3s9PuJJhJMP+EE/rpqlVyeEz/qmGPY8vTTNAOlwEFnnMF7v/pVr37iZz7DlCeeAM8D24aLLoIf/1gul9s23H9/6o37sst6HmNZqeeNyW58b9u45JLhnorEELPp3/+d3912G7v8fkoSCaaefDLvv/RSrz572TKAzGviloVlWQQ8L6vx2WxDLpfL5SPjs5ctY8rVV4/ktCTyHMsYY0Z6J0Rh0dzcTFlZGU1NTZSWlg7qe7S++y4/+PSn2REIsF8sxsZwmA2lpUzbtYv9d++Wy/fJPwiF2NzezlHbtvExz2Mz8C5wMDAZ9vI6YBxwHhDKxS+JEIWGnb6g2/OGZjyAzwfvvw+TJg1o1zrIxdwk9pCLv8+2v/2NJ2fPpjEQoDoWY3M4zLulpRy0axdTdu/ey+tCIYoSCbAsWh2H8nic5yZNwhjD3NpaPgoG+xyfzTbkcrlcPjJeFwoxLpHgnFdfJXzggSM2N4n8RgmhyEt2vvUWO/1+xre3027bRFyXncEgRcmkXL7PXtzeTqPfT8DvZ7ffT8i2aQCKgAQQgS5eDjQDO4DtQGyEfi+EyFs8b2AnowY6HsB1oSPnFQVB6/r17PL7GZee60OuS2MwSCT9Xt3dx7W3sz0UYnswyLj2dpr9fmzPw/Y8Wvz+fsdnsw25XC6Xj4yPa29nl+PQumHDSE9PIo/RFVgi5+TqCqxvnXoqr1VUEHBdYo6TOtGQSBBJJuXyffK4z4e3axfFra2EfD4SiQRm506K43EiQFv6T4jUyax24ADgY+nHS4ETgSm5+IURohDonAgOxXhIXbX1wQe6AitPyNUVWA+ecgrrKioIui4tjkM8/V5dlEzu5XGfjxkNDWBZ/GXcOGzP48/V1djA4fX1xG27z/HZbEMul8vlI+Nxn4+jd+zgkhdf1BVYold0BZbIX4wBy8ICjGVhAEsuz4F7tk28tBQTCODE47iBALFoFGPveUs0QPp/sXGB94BGYEL668voSiwhMgz0s7DBfHamz9sKEmNM5r3Zsiw8yMz9PTnGYHV+DeClv2Y1PottyOVyuXxkXNfWiP7QTdxFXrLzrbcIGMNptbXEfT5ilsXvqqo4ob6eoDFyeU58VjJJ2LZpb2/n934/n/D7CXoeSddltedxPOAH4sDv6JoUNpFKCoNAMamrtWJASycXYkwx1CexjEklhIO8AkvkH63r1xM0hhPTc33cslhTVcUx6ffq7h50XbaHQhjgxNpadgSDJGwbzxim79yJP5nsc3w225DL5XL5yHjQdYk7qYRwsFdgicJHCaHIOUoI5aPNc5EUHkTqKq3MqoUoMRRjCCt9vWK2hxQDHQ9KCPMMJYRyuVwuV0IohhslhCJ/MUoI5cPj+5oUfgQ8lP6qxFCMSYb66qvBvkbkPUoI5XK5XN7hurZG9IcSQpGXKCGUj6aksKdVC5vYOzEUoqAZ6pNYRglhoaGEUC6Xy+VKCMVAUEIoco4SQvlo94EmhVq1UIx5rPT1idkeUgx0PCghzDOUEMrlcrlcCaEYbpQQivzFKCGUj4wPNCns7lq1UIw5hvrqq8G+RuQ9Sgjlcrlc3uG6tkb0hxJCkZcoIZTngw80KdSqhWJMM9QnsYwSwkJDCaFcLpfLlRCKgaCEUOQcJYTyQvOhSAq1aqEoKKz09YfZHlIMdDwoIcwzlBDK5XK5XAmhGG6UEIr8xSghlOeH5zop1KqFouAY6quvBvsakfcoIZTL5XJ5h+vaGtEfSghFXqKEUJ6P3l9SeKxtY/t8OVu1UImhGFUM9Ukso4Sw0FBCKJfL5XIlhGIgKCEUOUcJobzQvaekMNnWhi8cJuD3KzEUYw8rfb1htocUAx0PSgjzDCWEcrlcLldCKIYbJYR5wCuvvMLZZ59NTU0NlmXx5JNP9jr28ssvx7Isli9f3uXxeDzOl7/8ZcaPH09RURELFixgy5YtXcY0NjZy0UUXUVZWRllZGRdddBE7d+7sMmbTpk2cffbZFBUVMX78eJYsWUJ7e3uOftIBYpQQyvPTuyeFyWCQpilTcEMhJYZibDLUV18N9jUi71FCKJfL5fIO17U1oj+UEOYBra2tHHHEESxevJjPfOYzvY578sknWbt2LTU1NXs9d8011/D000/zk5/8hIqKCq6//nrmz5/PunXr8Pl8AFx44YVs2bKFZ599FoDLLruMiy66iKeffhoA13U566yzmDBhAq+++io7duxg0aJFGGO4++67h+An7x0lhPLR4B1J4W7X5X+DQWY1NuZk1cLBJoZKDsWIMtQnsYwSwkJDCaFcLpfLlRCKgaCEMM+wLIsnnniCc845p8vjH374Icceeyy//vWvOeuss7jmmmu45pprAGhqamLChAn8+Mc/5nOf+xwAtbW1TJ48mV/+8pfMmzePt99+m+nTp7NmzRqOPfZYANasWcPxxx/P+vXrmTZtGr/61a+YP38+mzdvzpwk+8lPfsLFF1/MRx99lPVlmEoI5WPd93XVwsEkhkoOxYhipa8nzPaQYqDjQQlhnqGEUC6Xy+VKCMVwo4RwFOB5HhdddBH/7//9Pw4//PC9nl+3bh2JRIK5c+dmHqupqWHGjBmsWrUKgNWrV1NWVpY5eQVw3HHHUVZW1mXMjBkzulzhNW/ePOLxOOvWrRuqH693jMG1bWKOQ9K2MaTSLbk83z3h8xEvLSURCtHuusRDIWLRKAnHodXvJ5Ee75K6asqFPr2d1Mmpj0id1PqQVGL4YS/+EankcCewnT3pYawfF2LQDPXVV4N9jch7jDEkbZu29HupB7h9eEcSmEy/33qWhWtZxH2+fsdnuw25XC6Xj4zr2hrRHzqBNQq4/fbbcRyHJUuW9Ph8XV0dgUCAcePGdXm8qqqKurq6zJjKysq9XltZWdllTFVVVZfnx40bRyAQyIzpiXg8TnNzc5c/+8rOt95il99PaSyG3/MIJRK0BoOEEgm5fFR4c3ExpqSE9ooKKCpix7hxJKuriVVV4U6YwM5gkAiphDAE7II+vY7USazXgHfTf3rzjcCbwKPAY8B/A6vTX3vzTfv8WyvGPMOVEIoRYSjm+tb162n1+ylLz/VFiQQtwSDh9Htpdy+LxWgMhWgIBimLpU69+5JJfK6LBf2Oz2YbcrlcLh8ZL4vFaPX7ad2wYZ/nF1G46ARWnrNu3Tr+/d//nRUrVmB1JBdZ0nFj1A56ev1gxnTntttuy9wYvqysjMmTJw9oP3vCX1LC5kiEHUVFlMdiNIbDbI9GaYxE5PJR4w1FRUSTSXaUlFBXWUmD309FPE5DIMCWaJTtts04Uve72krqHld9eT0QJnWFVV++BXiD1H2zeropvG4SL0YtRUUjvQdjlqGY6+2iIrZEImxPz/UN4TC10SgN6ffS7r69qIjaUIi69GvGtbWxY9w4tkejRLMYn8025HK5XD4yvj09J9iRSA5mLVGo6B5YeUb3e2AtX76c6667Dtvec67RdV1s22by5Mm8//77vPjii8yZM4eGhoYuV2EdccQRnHPOOdx000388Ic/5Lrrrttr1cFoNMpdd93F4sWL+cY3vsH//M//8Mc//jHzfGNjI+Xl5bz44oucfPLJPe5zPB4nHo9nvLm5mcmTJ+9Te/zhk09y8/XXsyUSIe44eMDW0lJqmpszKw7J5aPJ68NhDty0CV8ymXre7+egbduwPA9cl1rPYwqpdNCQOgm1L74DmA+UkLov1kvAKb24IXWy6xx0k3iR57z0Epx00qBeqvti7BtDMddvf+YZHliyhNpIhDYnta7QptJSpnS6uquzh5NJStvbsYCmQIDGYJD3KiowxnBwQwMh1+1zfDbbkMvlcvnIeDiZpGb3bi69+27Gn3kmg0FzfeGjE1h5RvcTWDt27GDr1q1dxsybN4+LLrqIxYsXM23atMxN3FeuXMnChQsB2Lp1K5MmTdrrJu5r167lmGOOAWDt2rUcd9xxe93EfcuWLUycOBGAxx57jEWLFo3YTdzXjh+PZQwJ26bdcfAnkwQ8Ty4flR5IJAgmkyR8Pqxdu4i0tuL4fHiJBPbOnYTjcfxAktR9r/zpP4N13SReDBu6ifuYI5c3cV8zfjy2McRtG89x8KXfO7u7Z1nM2rEDLIs3ysvxgHcrKzHAtG3bSEKf47PZhlwul8tHxj3L4rjt23UTd9EnSgjzgJaWFt58803efPNNADZu3Mibb77Jpk2bqKioYMaMGV3++P1+qqurmTZtGgBlZWVccsklXH/99bzwwgu88cYbfOELX2DmzJmceuqpABx22GGcfvrpXHrppaxZs4Y1a9Zw6aWXMn/+/Mz3mTt3LtOnT+eiiy7ijTfe4IUXXmDp0qVceumlI/MGYAw2EHJdfKSuEnHk8lHsPssiAFi2Tby0FCsQIBKPQyBALBrFtm1C0PX1++Cdw9++3CV1cqoRJYdikOgm7mKQGGMIAEWuS4DUFav+PrzjpuwBIOK62MZgG0M4i/HZbkMul8vlI+O6tkb0hzPSOyDg9ddf75LnXXfddQAsWrSIFStWZPU97rrrLhzHYeHChbS1tTFnzhxWrFiBz+fLjHn44YdZsmRJZrXCBQsWcM8992Se9/l8PPPMM1x55ZXMnj2bcDjMhRdeyB133JGDn3Jg7HzrLQLGcFptLXGfj5hl8buqKk6orydojFxeED4rmSRs27S3t/N7v59P+P0EPY+k67La8zie1KQeB34HQ+5FQILUVVkNfXg5qeRwBwNLDpUkFjjDdRP3QV6BJfKP1vXrCRrDiem5Pm5ZrKmq4pj0e2V3D7ou20MhDHBibS07gkESto1nDNN37sSfTPY5PpttyOVyuXxkPOi6xB2H1g0bBn0Flih8lBCKnJPLhPC1igoCrkvMcdjt9xNKJIgkk3J5QXnc58PbtYvi1lZCPh+JRAKzcyfF8XhWCeBw+2CSQyWJBY6lhHCskcuEcF1FBUHXpcVxiKffG4uSyb087vMxo6EBLIu/jBuH7Xn8uboaGzi8vp64bfc5PpttyOVyuXxkPO7zcfSOHUoIRZ8oIRT5izFgWViAsaxU8iSXF6B76aTQBAI48ThuOik09p636IEkgUPtA00OlSSOAYb66qvBvkbkPR0rHVuk3hM9yMz9PXlHEph5DakEJevxWWxDLpfL5SPjurZG9IcSQpGXKCGUj0XPt6QwV8nhSCWJShaHmaE+iWWUEBYaSgjlcrlcroRQDAQlhCLnKCGUy8dWUpiPSaKSxWHGSl+fl+0hxUDHgxLCPEMJoVwul8uVEIrhRgmhyF+MEkL52PTRlhTuq+c6SVSyOAIM9dVXg32NyHuUEMrlcrm8w3VtjegPJYQiL1FCKJf3nxQea9vYPl/eJoYjlSTma7JY6K6EUAwUJYRyuVwuV0IoBoISQpFzlBDK5UOfFCbb2vCFwwT8/oJPDAshWSx0PxGYYllKCMcQSgjlcrlcroRQDDdKCEX+YpQQyuUWeyeFyWCQpilTcEOhMZEY5tqHO1ksdM8kmQM5GTWYz870eVtBooRQLpfL5R2ua2tEfyghFHmJEkK5vPekcLfr8r/BILMaG8dUYjhak8VC944ks5UUvWWG3Z/DmIGtFGmUEBYaSgjlcrlcfkJ9PcXGYLsurY4SQtE3SghFzlFCKJcrMZSPHW8HjgbOBNbSc2bYDlikTiB2JIeQunIr65UilRDmFUoI5XK5XL6vbvx+9k8kqEom2enzMXnHDj6nhFD0gRJCkb8YJYRyeTauxFA+0t4OvErPWWYZ8AdgXfqfG4HfAM/3Mr7XlSL1eVtBooRQLpfLx6Y7lsV4oMiyaAHClsVBxhAIBBCiN5QQirxECaFcrsRQPjo8AGwDtgM17J0ZtrDn07IWUsnhh4DVw/goEAaq09+zlU4poVFCWGgoIZTL5fKx5x3JoGtZbKqq4tP19USMIeS6+ByH5N/+hm/y5JGeokSeooRQ5BwlhHJ5frkSQ/lQJ4QfJ8WfSJ3Q6jwmALyVfv5wUlfL9DTeBmYBk4E6YBxwHp1OYCkhzCuUEMrlcrl8X5LBBsfB8fs5In28mvT52K+xkUNfeWXQJ7A01xc+SghF/mKUEMrluXAlhvLh8O70Nab7eB9wAKmTVtvSX0+k243c9XlbQaKEUC6Xy8eG95QMTk4/bqXH4XkI0RdKCEVeooRQLldiKB8d3pEQApxM6oqszmPigJt+fiaphLBj/DzAInVCqyntIVLpoVYhLHyUEMrlcnnhe2/JoG1Z1FVVMaW+HtsYHNfFdZQQir5RQihyjhJCuXx0uRJD+UgkhBWk7olVTS/JYHd8Pnj/fSWEeYISQrlcLpfvSzIYdxza/X6CiQSBpBJCkR1KCEX+YpQQyuXD4UoM5cOdEDrAp+gnGYTUSauOr/fdp6uvChAlhHK5XF6YnlUyCGDbKbdtuOkmzfWiT5QQirxECaFcnv+JYb4kbPLRkRD60l5MKhesIHXFVSu9JIMAjz4KEybAQQfpgLYAUUIol8vlhefZJoOuZbG5qoopy5ZhV1TgTJ6MW11N0hh8ltXfFCLGKEoIRc5RQiiXF5b3lBgqKZQPJCF8D6gEPgM0kEUuCPucDHZHWUFuUUIol8vl8n1JBuOOQ3swSPCHPyRQWUnS89gvFOLQoqJBn8DSXF/4KCEU+YtRQiiX54N3TwyVFMoHkhA6QBWpk13b6ZQL9nRwqmRwzKGEUC6XywvDB5UMXnUVjB+/53ldWyP6QQmhyEuUEMrl+ecdiWFHUniMz0fE80Y8YZPnb0L4d0AJqZNZ24GzgMmkr7zq6SBVyeCYQgmhXC6Xj34fbDLoTprE5miUKaEQtmXhWBauMUoIRZ8oIRQ5RwmhXF7YHvf5sHbsYMKWLRR73ognbPL8TAhtYBapE1Z7rTJoWak/nkeGHCeD3VFWkFuUEMrlcrl8X5LBuOvSbgxB2yZg20oIRVYoIRT5i1FCKJfnq2MMnQ8t8iFhk4+sd8YHHEA/qwzefruSQaGEUC6Xy0ep5yQZTJNxXVsj+kEJochLlBDK5fnrSdfldcfRqoTyvRLCeaQOQg2plQbnkTpptdcqg8bAJz6RuuLqvfeUDI5RlBDK5XL56PNcJYOuMWyOxZQQigGhhFDkHCWEcnlhu1YllPeUEFYALUA1PSSD3RniXLAnlBXkFiWEcrlcPvY8l8mgEkIxGJQQivzFKCGUy/PRtSqhvLs7wKfoJxnsQLmg6IQSQrlcLh8dPiTJYHfXtTWiH5QQirxECaFcnv/efVVCJYWF7X9HakXBZuAluq4w2ETqCqzzgFZ6SAY7uOsu+OxndfJKAEoI5XK5PB+9IxFssSxe7eS5TgaVEIrBoIRQ5BwlhHL52HIlhYXvnVcU3Ay8CxxMLysM9sYIZIOdUVaQW5QQyuVyeeF550Sw3nHY6vczMTE0yaASQjEYlBDmAa+88gpnn302NTU1WJbFk08+mXkukUjwla98hZkzZ1JUVERNTQ3/+I//SG1tbZfvEY/H+fKXv8z48eMpKipiwYIFbNmypcuYxsZGLrroIsrKyigrK+Oiiy5i586dXcZs2rSJs88+m6KiIsaPH8+SJUtob28fqh+9b4zBtW1ijkPStjGk0iW5XJ5fnvD5iJeWkgiFaHdd4qEQsWiUpG0TA1xSV+m4IB9F3nHo2H1FwUpgUfprl1ywp4NNrTIo+sEYQ9K2aUu/t3iA24d3JIHJ9PuPZ1m4lkXc5+t3fLbbkMvl8rHkxrbxHAefbTMeCNs2TY5DsW1zFFCc9qBtMxmwbZuk4+DZqVMJnuOk3OeDq67CGz+epDGp/JBU5p2169oa0Q86gZUHtLa2csQRR3DPPffs9dzu3bv5wx/+wNe//nX+8Ic/8Pjjj/POO++wYMGCLuOuueYannjiCX7yk5/w6quv0tLSwvz583FdNzPmwgsv5M033+TZZ5/l2Wef5c033+Siiy7KPO+6LmeddRatra28+uqr/OQnP+HnP/85119//dD98L2w86232OX3UxqL4fc8QokErcEgoURCLpfnoTcXF2NKSmivqICiInYWFRHy+fCTuipnF6mreeSjw5OkEsFTSK0kWJX+ej6pK62OT3/t8CnQ80Hno4/CSy+lrry65JK9nxdjmtb162n1+ylLz/VFiQQtwSDh9HtLdy+LxWgMhWgIBimLxQDwJZP4XBcL+h2fzTbkcrl8LHkiGOTQRIJDPY+PJxKEgkGmJRJ83POYmUhQEQxyRCcPBIP4Ewlsz8OfSNAWDOL/ylew77wT/0MP0TZnDn7Lwgb8lkWbMVl7yLZJkDqZJURv6ARWHnDGGWdw8803c+655+71XFlZGb/5zW9YuHAh06ZN47jjjuPuu+9m3bp1bNq0CYCmpiYefPBB7rzzTk499VRmzZrFypUr+fOf/8zzzz8PwNtvv82zzz7Lf/7nf3L88cdz/PHH88ADD/CLX/yCDRs2APDcc8/x17/+lZUrVzJr1ixOPfVU7rzzTh544AGam5uH7y8E8JeUsDkSYUdREeWxGI3hMNujURojEblcnqfeUFRENJmkobiY+kiEBmMYBzQAW4EdIB8F3gTsBnaSOqHVAJSSusdVBXsywVA3x+52SOHzwfHHw0kn6cor0SN2URFbIhG2p+f6hnCY2miUhvR7S3ffXlREbShEXfo149ra2DFuHNujUaJZjM9mG3K5XD5WvCkcpiEapSkSoSgWY3s4TEs0CpEIE2Ix4uEwddEo8W7emh7fEg5TV15O62GHUTRrFi0VFdTFYrS6LkWOQ4vnDdibEgl6uJ5biAy6B1aeYVkWTzzxBOecc06vY55//nnmzp3Lzp07KS0t5cUXX2TOnDk0NDQwbty4zLgjjjiCc845h5tuuokf/vCHXHfddXslg9FolLvuuovFixfzjW98g//5n//hj3/8Y+b5xsZGysvLefHFFzn55JOz+hly0R5/+OST3Hz99WyJRIg7Dh6wtbSUmubmzIpDcrk8P51kksbdu5n24YdYngeuS63nMYVUmmaALSDPM9+f1MouDhAEDkr/uy0llQhOoR+WLk3dpN119ySDeXTVle6LkVty8fe5/ZlneGDJEmojEdqc1LpCm0pLmdLpQ7POHk4mKW1vxwKaAgEag0Heq6jAGMPBDQ2EXLfP8dlsQy6Xywvd929uxkfqVgGx0lIOSB+/BYCy9PMd7CgtpaK7t7SA54FlsWPpUirmzdvzfCJBhd8/KA/YNqU+H4cVFxPs/qFYlmiuL3y0CuEoIxaL8dWvfpULL7ww80tZV1dHIBDocvIKoKqqirq6usyYysrKvb5fZWVllzFVVVVdnh83bhyBQCAzpifi8TjxeDzjubhaK3r44ZQmk+wKBLCMIWHbFMXj7Pb5CHieXC7PY08GAkRiMXaUl+P4fHiJBJGdO2mNx/GTytNKSa1WJ88Pn0jqhNUEUldeVQJnk7ofVq8rCnbG54Orr079ee89OOggXXVVYAzFXF906KGUJJM0BgLYxhC3bcricVrS7yXdPRYIMHXXLrAs3i8uxkvfK7PjROwun6/P8dlsQy6XywvZJ8TjRH0+yjyPFtumJh5nms+H43kY28aOx4n7fPg8j6RtE+ruiQTx//gPfIkEycpKQuPHE/c8fJZF0vMI2fagPZFMUuH342gFQtEHSghHEYlEgvPPPx/P87j33nv7HW+Mwer0BmD18GYwmDHdue222zI3hi8rK2Py5Mn97ltWGJPqoV0XH6mDU0cul+e925ZFvLQUKxAgEo9DIEAsGsW2bULQdbx8xD1A6ibtlaRu4l5J6oqrKN0Swe74erhB+6RJSgYLlKGa640xBIAi1yVA6qo/fx/ecVP2ABBxXWxjsI0hnMX4bLchl8vlhehhYDyp+d1yXaKkVhMuBspcNzPf+4Bg+vgOwGdZKbcsuOoqfNOmEfz4x/GlL47wWRZB28Zn2/vuisNEP+gKrFFCIpFg4cKFbNy4kRdffLHLJZHV1dW0t7fT2NjY5Sqsjz76iBNOOCEzpr6+fq/vu23btsxVV9XV1axdu7bL842NjSQSib2uzOrMsmXLuO666zLe3Ny8zwe2O996i4AxnFZbS9znI2ZZ/K6qihPq6wkaI5fLR4HPSiYJ2zbt7e383u/nGJ+PiOcRB35H6kbgfpCPkP8dUELqZFYTqZu0h8jyiitI3aB9wgRdbTVGGIq5vnX9eoLGcGJ6ro9bFmuqqjgm/V7S3YOuy/ZQCAOcWFvLjmCQhG3jGcP0nTvxJ5N9js9mG3K5XF5ofkJ9PcXG4FoWm6qq+HR9PRFjsC2LuqoqptTXY6ef39yTL1uGXVGBO2kSm6NRpoRC2JaFawybY7GcuZN+LGlM6mSZED2ge2DlGT3dA6vj5NW7777LSy+9xIQJE7q8pqmpiQkTJrBy5UoWLlwIwNatW5k0aRK//OUvmTdvHm+//TbTp09n7dq1HHPMMQCsXbuW4447jvXr1zNt2jR+9atfMX/+fLZs2cLEiRMBeOyxx1i0aBEfffRR1h1xLtrj1nff5VunnsprFRUEXJeY47Db7yeUSBBJJuVy+SjyuM+HtWMHE7ZsodjzaAPaSJ0kiaT/WT68bgOzSH3yWkfq5u3nkeWJK0hddfX++6PqxJXui5FbcvH32fa3v/HgKaewrqKCoOvS4jjE0+8dRcnkXh73+ZjR0ACWxV/GjcP2PP5cXY0NHF5fT9y2+xyfzTbkcrm8kNz4/eyfSFCVTNLgODh+P0d0HJ85Du1+P8FEgkBvHgwS/OEPCVRWEndd2o0haNsEbDvnnvQ89guFOLSoaNAnsDTXFz66AisPaGlp4b333sv4xo0befPNNykvL6empobPfvaz/OEPf+AXv/gFrutm7kdVXl5OIBCgrKyMSy65hOuvv56KigrKy8tZunQpM2fO5NRTTwXgsMMO4/TTT+fSSy/lvvvuA+Cyyy5j/vz5TJs2DYC5c+cyffp0LrroIr7zne/Q0NDA0qVLufTSS0fmDcAYsCwswFgWhtQJPrlcPvrcMqbLqjIG5CPkPlI3bB8HbEt/PZEs73Plul2TQSH2kY7bFFik3jM8yMz9PTnp95LMa0glMlmPz2IbcrlcXgjuWBZlQJFl0QKELYvq9ONWehydxmfctlNu23DVVTB+/J7n09e+DLUL0Rs6gZUHvP7665x88skZ77hEf9GiRdx444089dRTABx55JFdXvfSSy9x0kknAXDXXXfhOA4LFy6kra2NOXPmsGLFCnwd9ygBHn74YZYsWcLcuXMBWLBgAffcc0/meZ/PxzPPPMOVV17J7NmzCYfDXHjhhdxxxx1D8WP3iRJCubxwPOm6vO44SghH2JUMinxDCaFcLpeP3WRQCaEYDEoIRc5RQiiXy5UQ5pePxWSwO8oKcosSQrlcLs8/H03JoBJCMRi0CqHIX4wSQrm8ULwj4+kgn5K6QncfqVUGxzGIZLDjq5JBMUQMKiHs/BqySAgHuA25XC4fje5YFuPpmgxOZh+TwTTD5rq2RvSDEkKRlyghlMsLxzsSwk/4/QQ9j6TrstrzRjypK3RXMijyHSWEcrlcPnaTQSWEYjAoIRQ5RwmhXC7vnhB6u3ZR3NpKyOcjkUhgdu6kOB7Pm8Su0FzJ4N4oK8gtSgjlcrl85H00J4NKCMVgUEIo8hejhFAuLwT3bJt4aSkmEMCJx3EDAWLRKMbeMwXlU3I32l3JoBhNKCGUy+XywXlBJIPdXdfWiH5QQijyEiWEcnnh+axkkrBt097ezu/9fq1KuI/ekQg2Ay+hZFCMPpQQyuVyefaJYItl8WonH+3JoBJCMRiUEIqco4RQLpdrVcLhSwQ3A+8CB6NksC+UFeQWJYRyuVw+vIlgveOw1e9nYqIwkkElhGIw6Aoskb8YJYRyeaG6ZbQq4WDdB+zPnkSwEjgBeI9BJIOuq2RQjCiDSgjZ835ikUVC2Hl8FtuQy+XyfHDHsihjTyJYallMBFqtPclgNfuYDKavZck3F6I3dAJL5CVKCOXywnWtSjg0qwrOAlpRMihGD0oI5XK5vPdksLdEsLq+Hs+M/mRQCaEYDEoIRc5RQiiXy7UqYZ6tKtidMZAMdkdZQW5RQiiXy+VDmwwOKhHs7nmcDCohFINBqxCK/MUoIZTLC9G1KuHAk8FBrSrYHa0yKPIQrUIol8vlKR/0qoLdPZ9XGezPdW2N6AclhCIvUUIolxe+a1XCfUsGB4ySQZFnKCGUy+XyHKwq2N1HSTKohFAMBiWEIucoIZTL5VqVUMlgvqGsILcoIZTL5XIlg0oIxXCjhFDkL0YJoVw+VrxjpbAO8inhG25XMijGEkoI5XL5WHUlgz24rq0R/aCEUOQlSgjl8rHjHasSjvWEUMmgGGsoIZTL5WPRlQwqIRSDRwmhyDlKCOVyuRJCJYP5hrKC3KKEUC6Xy5UMKiEUw40SQpG/GCWEcvlY8bGcECoZFGMZJYRyuXysuJLBLFzX1oh+UEIo8hIlhHL52PGOhPATfj9BzyPpuqz2vBFP+oYqEWwGXkLJoBBKCOVyeSF6RyLYYlm82smVDCohFPuOEkKRc5QQyuXygSaE3q5dFLe2EvL5SCQSmJ07KY7H8ybxy2UiuBl4FzgYJYPDibKC3KKEUC6Xy/tOBOsdh61+PxMTSgaVEIpcoYRQ5C9GCaFcPhbcs23ipaWYQAAnHscNBIhFoxh7zxSVT8nfQL17IlgJLEp/VTIoxjpKCOVyeaF490Sw1LI4Kv1VyWCWrmtrRD8oIRR5iRJCuXzs+axkkrBt097ezu/9/r2SwmNtG9vnGzWJYX+J4CygFSWDYuyihFAulxeC95cIVtfX4xklg0oIRS5QQihyjhJCuVye66Qw2daGLxwm4PePisQw56sKdkfJ4IBRVpBblBDK5XL5EKwq2N0LOBlUQigGgxJCkb8YJYRy+Vj07klhMhikacoU3FBoVCSGOVtVsDtKBkUBooRQLpePVs/ZqoLdfSwlg91d19aIflBCKPISJYRyubwjKdztuvxvMMisxsa8Tgz7Swb3GSWDosBQQiiXy0ej53xVwe4+RpJBJYRiMCghFDlHCaFcLh9riaGSwfxHWUFuUUIol8vHoisZVEIoRhZdgSXyF2NwbZuYZZG0bQyptCjmOHK5fIx7srSUoOtix2LEw2FaJ0ygqLUVYjHaQyG8aJTgjh20Whau62I8j6Rt0+rz9eouEANcUldR9eedk8H9GaJk0HWVDIqCxhhD0rbx0nO9B7i2TVv6d72ze1Y6CYTUc+nXGSDu85G0rL7HZ7ENuVwu7+7GtvEcB59tEwXCtk2T4xC0bWoA27ZJOg6enbq1gTdQdxySgOfzwVVX4Y0fT9KYVK5IKpMeM65ra0Q/6B5YIi/Z+dZb7PL7KY3F8HseoUSC1mCQUCIhl8vlNBcXY0pKaK+owJSW0lhennGKitgxbhzJ6mpiVVW4Eyawo7QUb8KEXn1nMEiEVBIYAnZBn54klQyeQioVrEp/PZ/UlVdTcvFG+Oij8NJLqSuvLrkkF99RiLyidf16Wv1+ytJzfVEiQUswSDj9u97dy2IxGkMhGoJBymIxAHzJJD7XxYJ+x2ezDblcLu/siWCQQxMJDvU8Pp5IEAoGmZZI8HHPY2YiQSAYxJ9IYHse/kSCtsH4V76Cfeed+B96iLY5c/BbFjbgtyzajBkzHrJtEqROZgnRGzqBJfISf0kJmyMRdhQVUR6L0RgOsz0apTESkcvlcrZHozQUFRFNJmmIRLr4jpIS6iorafD7qYjH2REM8sGUKWwPhXr0hkCALdEo222bcUADsBXYAT16E7Ab2EnqhFYDUApUpP/kJBv0+eD44+Gkk3TllShY7KIitkQibE/P9Q3hMLXRKA3p3/Xuvr2oiNpQiLr0a8a1tbFj3Di2R6NEsxifzTbkcrm8w5vCYRqiUZoiEYpiMbaHw7REoxCJMCGWugK8LhqlNf18y2C8vJzWww6jaNYsWioqqIvFaHVdihyHFs8bc96USKC7X4m+0D2w8oBXXnmF73znO6xbt46tW7fyxBNPcM4552SeN8Zw0003cf/999PY2Mixxx7L9773PQ4//PDMmHg8ztKlS3n00Udpa2tjzpw53HvvvUzq9D8+jY2NLFmyhKeeegqABQsWcPfddxONRjNjNm3axJe+9CVefPFFwuEwF154IXfccQeBQCDrnycX7fGHTz7Jzddfz5ZIhLjj4AFbS0upaW7OrDgkl8vlvXl9OMyBmzbhSyZJOA7vV1dzQF1dj+4BW/1+Dtq2DcvzwHWp9Tw+Ztv40jeF39TJ/a5L2PM4KL2tUlLJ4ICvurJt8LzUyaovfAFWruyaDOqqq5yi+2Lkllz8fW5/5hkeWLKE2kiENid1V4tNpaVMaW7OjOns4WSS0vZ2LKApEKAxGOS9igqMMRzc0EDIdfscn8025HL52PP9m5vxkbpFwMZObgGx0lIOSB9fBICy9PMd7CgtpaI/b2lJzfeWxY7586l45pk9vnQpFfPm7RmfSFDh949JD9g2pT4fhxUXE7QHd52N5vrCRyew8oBf/epX/O53v+Ooo47iM5/5zF4nsG6//XZuueUWVqxYwSGHHMLNN9/MK6+8woYNGygpKQHgiiuu4Omnn2bFihVUVFRw/fXX09DQwLp16/Cll14/44wz2LJlC/fffz8Al112GVOnTuXpp58GwHVdjjzySCZMmMCdd97Jjh07WLRoEeeeey5333131j9PLm/ivnb8eCxjSNg27Y6DP5kk4HlyuVzerwcSCYLJJO1O6iasvXnC58PatYtIayuOz4eXSBBua2P/cJio38/ORIKP2tqoTHtrIsEBO3fy2Xgcl0GuMujzwerV0Nq6Z1XBLVvgvfe0yuAQoYPa3JLLm7ivGT8e2xjiHfeZSf8ud3fPspi1YwdYFm+Ul+MB71ZWYoBp27al7iHTx/hstiGXy8eWO47DpGSSMs+jybbZ7jiMT3uLbVPkOExLJnE8D2Pb2I6Dk0zi81L30nT780AA5zvfwZdIkKysxB0/HmfHDnz19XvcsvBZFkkvdT/OserGGKaEw7qJu+gT3cQ9DzjjjDM444wzenzOGMPy5cv52te+xrnnngvAQw89RFVVFY888giXX345TU1NPPjgg/z4xz/m1FNPBWDlypVMnjyZ559/nnnz5vH222/z7LPPsmbNGo499lgAHnjgAY4//ng2bNjAtGnTeO655/jrX//K5s2bqampAeDOO+/k4osv5pZbbhn+NwFjsIGg6+LZqZs4O0BILpfLs3CfZREAkumbPPfqtk28tJSiRILI7t20hsNEJkygdNcu3N27GRcOM3XCBJp37SKxezeloRDTolFKtm3D53XcgjQLut+U/ZOf7Pr8pEk6cSXGHMYYAqTmemPb7CZ1QrioB487Tuam7AHAdl1sYzBA2HWJ+3x9js9mG3K5fOy4bduUAVEA16XCtpkCtJL6YD9q21QDxaTeP2K2TTupxVs63k/cntyyUu7z4V51Fb5p0wjadmrBGM/DN2ECwaqqPW5ZqedhTHvCGN3EXfSLTmDlORs3bqSuro65c+dmHgsGg5x44omsWrWKyy+/nHXr1pFIJLqMqampYcaMGaxatYp58+axevVqysrKMievAI477jjKyspYtWoV06ZNY/Xq1cyYMSNz8gpg3rx5xONx1q1bx8knnzw8PzSpm7gHjOG02lriPh8xy+J3VVWcUF9P0Bi5XC7PuX8ymSRq2yRcl/eDQT7d2EipbeO4LrXBIBMbG3Ftm0h7O5bfT9zvx+d5OK6Lz/NwbZukz5fxvXj0UZgwQVdYCZGmdf16gsZwYnquj1sWa6qqOCb9u9ndg67L9lAIA5xYW8uOYJCEbeMZw/SdO/Enk32Oz2Ybcrm88P2E+nqKjcG1LDZVVfHp+noixmBbFnVVVVTX1+N18in19djp8Zuz8WXLsCsqcCdNYnM0ypRQCNuycI1hcywm78Wd9GNJYwZ9BZYofJQQ5hmWZXVJCFetWsXs2bP58MMPu5xYuuyyy/jggw/49a9/zSOPPMLixYuJx+NdvtfcuXPZf//9ue+++7j11ltZsWIF77zzTpcxhxxyCIsXL2bZsmVcdtllvP/++zz33HNdxgSDQVasWMEFF1zQ4z7H4/Eu225ubmby5Mk5SQhfq6gg4LrEHIfdfj+hRIJIMimXy+U5dc/v55BEgppkknrHIeT3MyeRoDiZJO44tPv9BBMJAskkSZ+P8l27iLa24vp8+BMJStvaaA6HSfj9+BMJqnfuJNL5PdnnS60mqBNXI4aygn1jKOb6joRwXUUFQdelxUnlvaFEgqJkci+P+3zMaGgAy+Iv48Zhex5/rq7GBg6vrydu232Oz2Ybcrm8sN34/eyfSFCVTNLgODh+P0ekjwe6z/eD8mCQ4A9/SKCykrjr0m4MQdsmYNvyfjzpeewXCikhFH2iVQhHCVa3X2JjzF6Pdaf7mJ7GD2ZMd2677TbKysoyfyZPntznfmWNMWBZWICxUsmPJZfL5Tl2y7KoAkosi0ag2LKYAQTSz2Ol3//S7to2O0pLiQUChONxdgeDvDVlCrtDIcLxOPFAgLpoFNefvklpRzKok1diFDNUc33HMUbH76IHmd+1nhxjsDq/htRiClmPz2Ibcrm8MN2xLMYDRZZFCxC2LCanH+9pvs/abTvltg1XXQXjx3d9HuTZuq6tEf2ghDDPqa6uBqCuro6JEydmHv/oo4+oqqrKjGlvb6exsZFx48Z1GXPCCSdkxtTX1+/1/bdt29bl+6xdu7bL842NjSQSicyYnli2bBnXXXddxjs+ld0XlBDK5fKh9r+rr6e0U0Iwv76eImMIWhb1WSQC/mQSN50YtgWD+NOJYai9nXa/n/jDD+ObMAHnwAPxTZ6cuSy+42al3V2IfGYo5nolhHK5PB+SwQEngt1dyaASQjFsKCHMMyyra0JojKGmpoZrr72WG264AYD29nYqKyu5/fbbMzdxnzBhAitXrmThwoUAbN26lUmTJvHLX/4ycxP36dOns3btWo455hgA1q5dy3HHHcf69euZNm0av/rVr5g/fz5btmzJnCx77LHHWLRoER999FHWl2HmchVCJYRyuXykk8GBetLno7y1legvf4lbXY3fsih1HJqTSRLG9OjVwSCR9IqxYmhQVpBbcrkKoRJCuVyuZFCuhFBkg67AygNaWlp47733Mr5x40befPNNysvLmTJlCtdccw233norBx98MAcffDC33norkUiECy+8EICysjIuueQSrr/+eioqKigvL2fp0qXMnDkzsyrhYYcdxumnn86ll17KfffdB6TuozV//nymTZsGpO6ZNX36dC666CK+853v0NDQwNKlS7n00ktH5g3AKCGUy+XDkwweSu/J4EATAtfnY8c3vkGoqopSn4/mZJLNLS1UBAKZE1edvdV1qYvH+Vg4rE8cxZhjUAkhnX6fySIhhAFtQy6XF4Y7lkUZXZPBaoY4GUxfGyLfNxeiN3QCKw94/fXXOfnkkzPecYn+okWLWLFiBTfccANtbW1ceeWVNDY2cuyxx/Lcc89RUlKSec1dd92F4zgsXLiQtrY25syZw4oVK/B1+kT/4YcfZsmSJZnVChcsWMA999yTed7n8/HMM89w5ZVXMnv2bMLhMBdeeCF33HHHUP8V7IUSQrlcnqtEsMmyeLlq35PBgSYEfit1KbxjWbR5Xq8esm3aPY94einp3hJDJYei0FBCKJfLc5kItlgWr3ZyJYOjy5UQimxQQihyjhJCuVw+0t45Eax1HDb5/UxJDE0yuK8JQdLzKPf7ifr9uKbnxFDJ4b6jrCC3KCGUy+X54J0TwXrHYavfz8SEksHR6EoIRTZoFUKRvxglhHK5fN8TwTLL4hQgamW3ymBOEoI02bgL7EgkiHkeYZ+P3Z7HWy0t7O7F48ZQF4/j6vMnUQBoFUK5XD5Y776qYKllcVT6q1YZHKWuYxvRD0oIRV6ihFAulw82GewtEaysr0990mcNTTK4r5fQ5zo5FCLfUUIol8v3JRnsLRGsrq/HM0oGR5srIRTZoIRQ5BwlhHK5fCSTwSFJBPMoIcgmOVRiuDfKCnKLEkK5XD7SyeCQJIJ5NN+PNVdCKLJBCaHIX4wSQrlcPvBkMGeJYHfPk4Sgv+RQiaEYTSghlMvl2Xr3ZDBniWB3z5P5fky6jl1EPyghFHmJEkK5XN5bIthkDdOqgnmeEGhVQzHaUUIol8v7SgSHbVXBPJ/vx4orIRTZoIRQ5BwlhHK5fCgTwWFZVXAUJwRa1bBnlBXkFiWEcrm8IFYVHMXzfaG5EkKRDUoIRf5ilBDK5fLU12FZVbC7j9KEQKsaitGEEkK5XN7hw7aqYHcfpfN9QbqORUQ/KCEUeYkSQrlcPuyrChZYQqBVDUW+o4RQLpePyKqCBTbfF4orIRTZoIRQ5BwlhHK5fNStKjiGE4KxsqqhsoLcooRQLpePylUFx/B8n++uhFBkgxJCkb8YJYRy+Vh0yxqmVQW7+xhNCLSqoRhJlBDK5WPXh21Vwe4+Ruf7UeE61hD9oIRQ5CVKCOXysefDvqqgEoKcrmoIKDsUA0IJoVw+Nn3YVxXUfD8qXAmhyAYlhCLnKCGUy+VKBgvHs00MAeri8bzNDpUV5BYlhHK5XMmgXAmhGG6UEIr8xSghlMvHgg9bMtg5GZgzRwlBlp5NYvhhLEZtPE7cGGWHYkAoIZTLx44PWzKo+X70uo4bRD8oIRR5iRJCubzwvCMRbLIsXq4agWSwezKweDH2li1KCLL0vhLDlmQSLItin6/X7BBQXii6oIRQLi9M70gEWyyLVzv5sCWDmu9HpSshFNmghFDkHCWEcrm8r0Sw1nHY5PczJTGMyaCSgSG95L86GMSyLLbGYjg9ZIdJz4P0welI5YXKCnKLEkK5XN5fIljvOGz1+5mYGMZkUPP9qHUlhCIblBCK/MUoIZTLC8G7J4JllsUpQNQaxmRQycDQujFd3rM7Z4cB2+bD9nY+jMVSB6xGeaHYgxJCubxwvHsiWGpZHJX+OmzJoOb70e06NhD9oIRQ5CVKCOXy0e/9JYKV9fWpT96sYUoG8+QS+UJzx7Joc12wLA4Ih0ka0yU7jHseNqn/0Wn3vExemEwfpHbOCruvYqhVDQsbJYRyeWF4f4lgdX09nhnGZDBP5ke5EkKRe5QQipyjhFAul2tVwbHjPSWEncf4LIuNu3djpU9wucawXyjElFCIbe3tmVULu69s2NNKh/uSHSoryC1KCOVyuVYVlCshFMONrsAaJE1NTTzxxBP87//+L++//z67d+9mwoQJzJo1i3nz5nHCCSeM9C6OfowSQrl8NHr3ZLDYsjiUIUgEu3tfCUH6sxr50HqXfyc9jDHpf3Y9j/r0yasin4/mZJLNLS1UBAKZE1edvdV1qYvH+Vg4rE9lC4xBJYR0er8hi4Sw8/gstiGXy7Nzx7Ioo+uqgtUMQSLY3TXfF7wL0Rs6gTVAtm7dyje+8Q0efvhhqqurOeaYYzjyyCMJh8M0NDTw0ksvcccdd/Cxj32Mb37zm3zuc58b6V0elSghlMvz30d8VUElBHnhfSWEU0Ihksak/ofHGKoCAcI+H22uS5vnZVYt7L6yYU8rHXZkhzqBVTgoIZTLR4eP+KqCmu/HhCshFNmghHCAVFZW8o//+I9cfPHFzJgxo8cxbW1tPPnkkyxfvpzzzjuPpUuXDvNejixKCOXywvcRX1VQCUHe+GASwr7GKysYHSghlMvHho/4qoKa78eMa64X2aArsAbIW2+9xYQJE/ocEw6HueCCC7jgggvYtm3bMO1ZAWIMrm0TsyySto0BPNsm5jhyuXwEHNvGOA7GtqkCimyb7Y5DqW1zCrAt7UW2zWGAY9skHQfPTi146+XaHYck4Pl8cNVVeOPH77nah1RWJB8mT38W1tMY02lMouMzsz7G97cNUVgYY0jaNl56rvcA17ZpS7/3dHbPsjJJYNK28dKvM0Dc5yNpWX2Pz2IbcrkcjG3jOQ4+2yYKhG2bJseh2LY5CtiV9qBtUwPYmu/lOT6eEKI37JHegdFGx8mrRCLB4sWL+b//+7+sxouBsfOtt9jl91Mai+H3PEKJBK3BIKFEQi6Xj4Ang0GOTCSY5Xkcm0hQHAxyfCLBaZ7HKYkEU4NBTunkJcEg/kQC2/PwJxK0DYV/5SvYd96J/6GHaJszB79lYQN+y6LNGPkweci2iRlDW3qFwe5jjEmlAI6dOhHa3/jetpGAzMqFojBoXb+eVr+fsvRcX5RI0BIMEk6/93T3sliMxlCIhmCQslgMAF8yic91saDf8dlsQy4f654IBjk0keBQz+PjiQShYJBpiQQf9zxmJhJUBIMc0ckDmu/lOTye0Fwv+kMnsAaJ3+/niSeeGOndKFj8JSVsjkTYUVREeSxGYzjM9miUxkhELpcPszeFwzRHo+yIRIjEYmwPh2mPRrEjEapjMdrDYeqiURLdvDUSoSgWo2UovLyc1sMOo2jWLFoqKqiLxWh1XYochxbPkw+zNyUSNCeTtHhej2O2JxJsa28n4vNlNb63beiOGIWFXVTElkiE7em5viEcpjYapSH93tPdtxcVURsKUZd+zbi2NnaMG8f2aJRoFuOz2YZcPpa9KRymIRqlKT3fbg+HaYlGIRJhQixGPD0fx7u55nt5Lo8nNNeLvtA9sPaBxYsXM3PmTK677rqR3pW8Ihft8YdPPsnN11/PlkiEuOPgAVtLS6lpbs6sOCSXy4fWJzU34ye1MoxbWsqBzc0YIAJMKS3l0ObmzO/sjtJSKnLtLS3geWBZ7Jg/n4pnntnjS5dSMW/envGJBBV+v3wEPGDbhCwLLIuY59HueV3GtHseW9vbwRj2C4WI+Hx9ju9tG6U+H4cVFxO0B/fZm+6LkVty8fe5/ZlneGDJEmojEdqc1F0tNpWWMqXTe0FnDyeTlLa3YwFNgQCNwSDvVVRgjOHghgZCrtvn+Gy2IZePRd+/uRkfqfk+VlrKAenjgQBQln6+A8338qE8ntBcL/pDJ7D2gVtuuYU77riDOXPmcPTRR1NUVNTl+SVLlozQno0subyJ+9rx47GMIWHbtDsO/mSSgOfJ5fIhdttxmJpMUuF5NNk2JY7DCckkPs/Dtm18joOT9qRt4+baAwGc73wHXyJBsrISd/x4nB078NXX73HLwmdZJD0PF+Qj5CZ9YsqyLLa0tWF1GwOwKRbDBqaEQgB9ju9tG1PCYd3YNY/I5U3c14wfj20M8Y777qTfi7q7Z1nM2rEDLIs3ysvxgHcrKzHAtG3bUvfI6WN8NtuQy8eaO47DpGSSMs+jxbYpchymJZM4nodJHw9ovpcP1/GE5nrRH7qJ+z7wn//5n0SjUdatW8e6deu6PGdZ1pg9gZUzjMEGgq6LZ6funeIAIblcPqSObTMeqACSrss42+ZQoCz9+xizbdoBX9qNbePmwi0r5T4f7lVX4Zs2jaBtYzwP1/PwTZhAsKpqj1tW6nmQj6AnjMncdNVn26n7XnUa03FgahmD37a73KS1p/H9bUMUFsYYAux5L9gNhICiHjzuOJmbsgcA23WxjcEAYdcl7vP1OT6bbcjlY8lt26YMiAK4LlHbphooRvO9fGSPJ4ToDZ3A2gc2btw4bNtKJpPceOONPPzww9TV1TFx4kQuvvhi/uVf/gXbTl1iaYzhpptu4v7776exsZFjjz2W733vexx++OGZ7xOPx1m6dCmPPvoobW1tzJkzh3vvvZdJkyZlxjQ2NrJkyRKeeuopABYsWMDdd99NNBodtp9351tvETCG02prift8xCyL31VVcUJ9PUFj5HJ5Dvzv6uspNYYmy+LlTu5aFpuqqphfX0+RMQQti/qqKqbU12Onn988FL5sGXZFBe6kSWyORpkSCmFbFq4xbI7F5HnqjmXR5rpgWRwQDpM0psuYzisLVQUChH2+Psf3tg3XGJLGDPpTWZF/tK5fT9AYTkzP9XHLYk1VFcek36u6e9B12R4KYYATa2vZEQySsG08Y5i+cyf+ZLLP8dlsQy4vRD+hvp5iY2ixLF7t5B3z/afr64kYg21Z1Gm+l4/g8YTmetEfSghHCbfccgt33XUXDz30EIcffjivv/46ixcv5uabb+bqq68G4Pbbb+eWW25hxYoVHHLIIdx888288sorbNiwgZKSEgCuuOIKnn76aVasWEFFRQXXX389DQ0NrFu3Dp/PB8AZZ5zBli1buP/++wG47LLLmDp1Kk8//XRW+5rLhPC1igoCrkvMcdjt9xNKJIgkk3K5fB/d8/s5JJGgJpmk1nHY5PczJe31jkPI72dOIkFxMknccWj3+wkmEgSGyoNBgj/8IYHKSuKuS7sxBG2bgG3L89yTnkd1MIhlWWyNxXC6jfFZFht378ZKn7ByjelzfG/b2C8UUlaQR+QyIVxXUUHQdWlxHOLp96qiZHIvj/t8zGhoAMviL+PGYXsef66uxgYOr68nbtt9js9mG3J5obnx+9k/kaAqPb9v9fuZmPYGx8Hx+zkifXyg+V4+0scTmutFf+gKrH1ky5YtPPXUU2zatIn29vYuz333u9/N2XZWr17N3//933PWWWcBMHXqVB599FFef/11IHX11fLly/na177GueeeC8BDDz1EVVUVjzzyCJdffjlNTU08+OCD/PjHP+bUU08FYOXKlUyePJnnn3+eefPm8fbbb/Pss8+yZs0ajj32WAAeeOABjj/+eDZs2MC0adNy9jP1izFgWViAsVKJiSWXy/fZLcuiCiixLBqBMsviFGB72osti0OBQHo8HQcRuXbbTrltw1VXwfjxe55Pf7YiH13e5d9xD2PMAMf3uA1RUBhjurw3eZD576In70gCM68htfBE1uOz2IZcXijuWBZlQJFl0QKUWhYTgda0hy2L6vS4zHttp9fnzDXfywfoQvSGTmDtAy+88AILFixg//33Z8OGDcyYMYP3338fYwxHHXVUTrf1qU99ih/84Ae88847HHLIIfzxj3/k1VdfZfny5UAqZ6yrq2Pu3LmZ1wSDQU488URWrVrF5Zdfzrp160gkEl3G1NTUMGPGDFatWsW8efNYvXo1ZWVlmZNXAMcddxxlZWWsWrWqxxNY8XiceDye8eZOK4sMFiWEcvnQJYO9JYKV9fWpT8IsJYNyJYSiK0Mx1yshlMuHNhnsLRGsrq/HM0oG5fnlmutFNigh3AeOOeYYTj/9dL71rW9RUlLCH//4RyorK/n85z/P6aefzhVXXJGzbRlj+Od//mduv/12fD4frutyyy23sGzZMgBWrVrF7Nmz+fDDD6mpqcm87rLLLuODDz7g17/+NY888giLFy/ucgAKMHfuXPbff3/uu+8+br31VlasWME777zTZcwhhxzC4sWLM9vrzI033shNN9201+NKCOXy/PHOyeCIJIJKCArWlRCODYZirldCKJcPbTI4Iomg5nv5PhxPaK4X/WGP9A6MZt5++20WLVoEgOM4tLW1UVxczLe+9S1uv/32nG7rscceY+XKlTzyyCP84Q9/4KGHHuKOO+7goYce6jLO6vbL3nFpfl90H9PT+L6+z7Jly2hqasr82bx5c7Y/Vt8Yk7kEeaSTK7l8NHv3ZLDYspjBMCSC3d3uIyFIIx+lbkyX9+zexpiBjO9pG2LEGKq5flAJYefXkEVCOMBtyOWj1R3LYjx7ksGwZTGZYUgEu7vme/lgXXO96AclhPtAUVFR5mqmmpoa/va3v2VW/Nu+fXtOt/X//t//46tf/Srnn38+ADNnzuSDDz7gtttuY9GiRVRXVwNkVijs4KOPPqKqqgqA6upq2tvbaWxsZNy4cV3GnHDCCZkx9fX1e21/27Ztme/TnWAwSDAYzM0PmkYJoVxeAKsKKiEYE66EcGwwFHO9EkK5vEBWFdR8L8/R8YTmetEfSgj3gXPOOYezzjqLSy+9lBtuuIEnnniCiy++mMcff5xx48bx/PPP52xbFRUV3HzzzV2yxNtuu40f/ehHvPPOOxhjqKmp4dprr+WGG24AoL29ncrKSm6//fbMTdwnTJjAypUrWbhwIQBbt25l0qRJ/PKXv8zcxH369OmsXbuWY445BoC1a9dy3HHHsX79+qxu4q5VCOVyrSqohGDsuBLCsYlWIZTLRz4RzItVBTXfy3N4PKG5XvSHrsDaB7773e/S0tICpO4N0dLSwmOPPcZBBx3EXXfdldNtnX322dxyyy1MmTKFww8/nDfeeIPvfve7fPGLXwRSlxBfc8013HrrrRx88MEcfPDB3HrrrUQiES688EIAysrKuOSSS7j++uupqKigvLycpUuXMnPmzMyqhIcddhinn346l156Kffddx+Quo/W/Pnzh3cFQlBCKJdn6d0TwbxYVXDOHHjuud4TAjM0q9bIR9a7/DfRwxgzwPE9bkMUFFqFUC7P3vNyVUHN9/IhcCF6Qyew9oEDDjgg88+RSIR77713yLZ199138/Wvf50rr7ySjz76iJqaGi6//HK+8Y1vZMbccMMNtLW1ceWVV9LY2Mixxx7Lc889R0lJSWbMXXfdheM4LFy4kLa2NubMmcOKFSvw+XyZMQ8//DBLlizJrFa4YMEC7rnnniH72XpCCaFcXgCrCi5ejL1lixKCAnclhGKwKCGUywtkVUHN9/IcHU9orhf9oYQwB7z++uu8/fbbWJbFYYcdxtFHHz3SuzSiKCGUy7WqYD5dki5XQpiruUnsQQmhXK5VBUd6/pEXlmuuF9mgK7D2gS1btnDBBRfwu9/9jmg0CsDOnTs54YQTePTRR5k8efLI7uBox5jMJcsjnWjJ5fnk3ZPBYUsEu7vdxypDJj8uQZcPr3f5b6SHMWaA43vchigolBDK5b1792Rw2BLB7q75Xj7MLkRv6ATWPvDFL36RRCLB22+/nbk/1IYNG/jiF7/IJZdcwnPPPTfCezh6UUIol2tVQfnocCWEYrAoIZTLtaqgXK65XgwEJYT7QDgcZtWqVcyaNavL43/4wx+YPXs2bW1tI7RnI4sSQrlcqwrKx44rIRybKCGUy7WqoFyuhFAMN/ZI78BoZsqUKSQSib0eTyaT7LfffiOwRwWGMZlLmEc62ZLLh9O7J4IdqwpGrT3J4AzyLBlMIx+jbkyX9+zexpiBjO9pG6LgGFRC2Pk1ZJEQDnAbcvlwuWNZjKfrqoJHpb92JIOTybNkMI1cPiSuuV70gxLCfeDb3/42X/7yl/ne977H0UcfjWVZvP7661x99dXccccdI717oxolhPKx4ANNBId9VUElBPIsXAmhGCxKCOVjxQeaCA77qoKa7+V54JrrRTYoIRwg48aNw+r0C9Xa2koymcRxUucCO/65qKiIhoaGkdrNEUUJoVxeAImgEgL5AC75V0I49lBCKJcXSCKo+V6eJ665XmSDrsAaIMuXLx/pXRg7GCWE8sL03hLB7VYerSo4Zw4891zvCYHJj1Vq5PnlXf6b6mGMGeD4HrchCgqtQigvZO++imCpZTERaLXyaFVBzffyPHQhekMnsAbIokWLRnoXxgRKCOWF6KMuEVy8GHvLFiUEciWEYkhQQigvVB91iaDme3keuOZ6kQ1KCAdIa2srRUVFQza+EFBCKJf3nQwqEZQXkishHJsoIZTL+08GlQjK5UoIRW7RKoQD5KCDDuLWW2+ltra21zHGGH7zm99wxhln8B//8R/DuHcFhjGZS55HOvmSy/fFuyeDI7aKYHe3tcqQPEduTJf37N7GmIGM72kbouDQKoTyQvLuqwqO2CqC3V3zvXy0uOZ60Q9KCAfIb3/7W/7lX/6Fm266iSOPPJJPfOIT1NTUEAqFaGxs5K9//SurV6/G7/ezbNkyLrvsspHe5VGJEkL5aPSBrio47MlAfwlBnlxCLh9droRQDBYlhPLR6gNdVVDzvVyuhFDkBiWEg2TLli3893//N6+88grvv/8+bW1tjB8/nlmzZjFv3jzOPPNMbHtsXuCmhFA+Fl2rCsrHqishHJsoIZSPVdeqgnK5EkIxcugKrEEyadIkrr32Wq699tqR3pXCxSghlI8O754I5s2qgt3d7iMhMPmx6ox8dHuX/+Z6GGMGOL7HbYiCQqsQykeT5+2qgt1d8718lLsQvaETWCIvUUIoHw2e96sKKiGQD4MrIRSDRQmhfLR43q8qqPleXgCuuV5kgxJCkXOUEMrHguf9qoJKCOTDeMm/EsKxhxJC+VjxvF9VUPO9vEBcc73IhrF5kyYxOjAmc0n0SCdicnln754M5uWqgnPmaNUh+fC5MV3es3sbYwYyvqdtiIJDqxDK89lHxaqCmu/lheSa60U/KCEUeYkSQnk++KhfVXDxYuwtW5QQyJUQirxECaE8X3zUryqo+V5eAK65XmSDEkKRc5QQygvBtaqgXK6EUPSOEkJ5obhWFZTL88M114tsUEI4CHbv3s2XvvQl9ttvPyorK7nwwgvZvn37SO9W4WEMrm0TcxySto0BPLk8h45tYxwHr5sb26YKKLJttjsOpbbNKUBZ2otsmxmAY9sk068n/f2H1R0n5T4fXHUV3vjxe652IZXVyOXD4iaVBPY1xjWGxADG97gNUXAYY0jaNm3p92YPcPvwjiQwmX4/9ywL17KI+3z9js92G/LCc2PbeOn5vbP7bJvxQNi2aXIcim2bo4DitAdtm8mArfleLh8e11wv+kEnsAbBN7/5TVasWMFZZ53FBRdcwG9+8xuuuOKKkd6tgmLnW2+xy++nNBbD73mEEglag0FCiYRcnhNPBoMcmUgwy/M4IpHA7uTHJhIUB4Mcn0hwmudxSiLB1GCQUzp5STCIP5HA9jz8iQRtI+Ff+Qr2nXfif+gh2ubMwW9Z2IDfsmgzRi4fFg/ZNjFjaPM8Qra91xhjUimAkz5R3N/43raRIHWAKwqH1vXrafX7KUvP9UWJBC3BIOH0e3V3L4vFaAyFaAgGKYvFAPAlk/hcFwv6HZ/NNuSF54lgkEMTCQ71PKYnEtDJP55IEAoGmZZI8HHPY2YiQUUwyBGdPKD5Xi4ftuMJzfWiP3QCaxA8/vjjPPjgg9x///38+7//O8888wxPPvkkruuO9K4VDP6SEjZHIuwoKqI8FqMxHGZ7NEpjJCKX77M3hcM0R6PsiESIxGI0h8NY0SjNad8eDtMejWJHIlTHYrSHw9RFoyS6eWskQlEsRstIeHk5rYcdRtGsWbRUVFAXi9HquhQ5Di2eJ5cPqzclEjQnk7R4Xo9jticSbGtvJ+LzZTW+t23ojhiFhV1UxJZIhO3pub4hHKY2GqUh/V7d3bcXFVEbClGXfs24tjZ2jBvH9miUaBbjs9mGvLC8KRymIRqlKT1/NofDuOn5vig937dEoxCJMCEWI56eb+PdXPO9XD58xxOa60Vf6B5YgyAQCLBx40b222+/zGPhcJh33nmHyZMnj+Ce5Qe5aI8/fPJJbr7+erZEIsQdBw/YWlpKTXNzZsUhuXygPqm5GT+plU7c0lIObG7GABGguLSUluZmdqd9SmkphzY3Z/6b3FFaSsVIe0sLeB5YFjuWLqVi3rw9zycSVPj9cvmwe8C2CVkWWBYxz6Pd87qMafc8tra3gzHsFwoR8fn6HN/bNkp9Pg4rLiZoD+6zN90XI7fk4u9z+zPP8MCSJdRGIrQ5qXWFNpWWMqXTe19nDyeTlLa3YwFNgQCNwSDvVVRgjOHghgZCrtvn+Gy2IS8M37+5GR+p+T5WWsoB6eOBAOArLcVtbqY97WXp8R1ovpfLR+54QnO96A+dwBoEPp+Puro6JkyYkHmspKSEP/3pT+y///4juGf5QS5v4r52/HgsY0jYNu2Ogz+ZJOB5cvmA3XYcpiaTVHgeTbZNieNwQjKJz/OwbRuf4+Alk7id3Ek/n7Rt3JH2QADnO9/Bl0iQrKzEHT8ex7LwWRZJz8MFuXxE3KRPTFmWxZa2NqxuYwA2xWLYwJRQCKDP8b1tY0o4rBu75hG5vIn7mvHjsY0h3nFfovR7d3f3LItZO3aAZfFGeTke8G5lJQaYtm0bSehzfDbbkI9+dxyHSckkZZ5Hi21T5DhMSyZxPA+TPh4gmcR0cs33cvnIu+Z6kQ3OSO/AaMQYw8UXX0wwGMw8FovF+Kd/+ieKiooyjz3++OMjsXuFgzHYQNB1MzfZdoCQXD5Ax07dpLUCSLou42ybQ4Gy9H9fMdumHQh3c1/ajW3jDodbVsp9Ptw5c/A999wev+oqfNOmEbRtjOfhel5qfPpnlctHyhPGZG666rPt1H2vOo3pODC1jMFv211u0trT+P62IQoLYwwB9rwX7gZCQFEPHnec1E3ZSV05Y7sutjEYIOy6xH2+Psdnsw356HbbtikDogCuS9S2qQaK6Tq/B9F8L5fnm2uuF9mgE1iDYNGiRXs99oUvfGEE9qRw2fnWWwSM4bTaWuI+HzHL4ndVVZxQX0/QGLmc31VV8Xf19ZQaQ5Nl8XIf7loWm6qqmF9fT5ExBC2L+qoqptTXY6ef35wPvmwZdkUF7qRJbI5GmbJ4MfaWLXs8FMK2LFxj2ByLyeV54Y5l0ea6YFkcEA6TNKbLmM4rC1UFAoR9vj7H97YN1xiSxgz6U1mRf7SuX0/QGE5Mz/Vxy2JNVRXHpN/ru3vQddkeCmGAE2tr2REMkrBtPGOYvnMn/mSyz/HZbEOen35CfT3FxtBiWbzah3fM95+urydiDLZlUZcP87vme7lcc73ICUoIRc7JZUL4WkUFAdcl5jjs9vsJJRJEkkm5HM/v55BEgppkklrHYZPfz5RevN5xCPn9zEkkKE4miTsO7X4/wUSCQL54MEjwhz8kUFlJ3HVpN4agbROwbbk8rz3peVQHg1iWxdZYDKfbGJ9lsXH3bqz0CSvXmD7H97aN/UIhZQV5RC4TwnUVFQRdlxbHIZ5+ry9KJvfyuM/HjIYGsCz+Mm4ctufx5+pqbODw+nritt3n+Gy2Ic8/N34/+ycSVKXn861+PxN78QbHwfH7OSJ9vJAX87vme7k86+MJzfWiP7QKochfjAHLwgKMlUpMLLk8/bUKKLEsGoEyy+IUINqLF1sWM4BA+vV0TIoj7badctuGq66C8eO7Pg9y+ehwY7q8Z/c2xgxkfE/bEAWHMabLe7sHmf8uenKMwer8GlILdWQ9PottyPPHHctiPFBkWbQApZbFUemvPXnYspicfl2X95KRds33cnl2rrle9IMSwlHEhx9+yFe+8hV+9atf0dbWxiGHHMKDDz7I0UcfDaQOAm+66Sbuv/9+GhsbOfbYY/ne977H4Ycfnvke8XicpUuX8uijj9LW1sacOXO49957mTRpUmZMY2MjS5Ys4amnngJgwYIF3H333USj0WH7WZUQyvtKBHtLAivr61Of5PTiI54M9JcQ5Mkl3HK5EkIxHCghlPeXCPaWBFbX1+P14SM+v2u+l8uVEIohQQnhKKGxsZFZs2Zx8sknc8UVV1BZWcnf/vY3pk6dyoEHHgjA7bffzi233MKKFSs45JBDuPnmm3nllVfYsGEDJSUlAFxxxRU8/fTTrFixgoqKCq6//noaGhpYt24dPp8PgDPOOIMtW7Zw//33A3DZZZcxdepUnn766az2VQmhfKgTwVGRBCohkI8RV0I4NlFCKB+ORHBUJIGa7+VyJYRi2NAVWKOE22+/ncmTJ/OjH/0o89jUqVMz/2yMYfny5Xzta1/j3HPPBeChhx6iqqqKRx55hMsvv5ympiYefPBBfvzjH3PqqacCsHLlSiZPnszzzz/PvHnzePvtt3n22WdZs2YNxx57LAAPPPAAxx9/PBs2bGDatGnD90MbJYRj1XtLBLdbe5LAQ8nDJLC7252SgTlz4Lnnek8I0p8lyOWj2bv8DvQwxgxwfI/bEAXFoBJCOs0XZJEQdh6fxTbkw+eOZVFG10RwItBq7UkCq8nDJLC7a76Xy3PqQvSGTmCNEp566inmzZvHeeedx8svv8x+++3HlVdeyaWXXgrAxo0bqaurY+7cuZnXBINBTjzxRFatWsXll1/OunXrSCQSXcbU1NQwY8YMVq1axbx581i9ejVlZWWZk1cAxx13HGVlZaxatarHE1jxeJx4PJ7x5ubmff55lRAWpu/rqoF5nwT2lwxolSF5AboSwrHBUMz1SggL1/d11cC8TwI138vlSgjFiKCEcJQQCoUAuO666zjvvPP4/e9/zzXXXMN9993HP/7jP7Jq1Spmz57Nhx9+SE1NTeZ1l112GR988AG//vWveeSRR1i8eHGXA1CAuXPnsv/++3Pfffdx6623smLFCt55550uYw455BAWL17MsmXL9tq3G2+8kZtuummvx5UQygt61UAlA3K5EsIxxFDM9UoIC9MLbtVAzfdyuRJCkTdoFcJRgud5HHXUUdx6663MmjWLyy+/nEsvvZTvf//7XcZZ3X7ZOy7N74vuY3oa39f3WbZsGU1NTZk/mzdvzvbH6htjMpdoj3TSJteqgVm5rVWG5GPUjenynt3bGDOQ8T1tQ4wYQzXXaxXCwvKCWTWwP9d8L5cPjWuuF/2ghHCUMHHiRKZPn97lscMOO4yf//znAFRXVwNQV1fHxIkTM2M++ugjqqqqMmPa29tpbGxk3LhxXcaccMIJmTH19fV7bX/btm2Z79OdYDBIMBjch59ub5QQjk4v+FUDtcqQXK6EcIwyFHO9EsLR6wW/aqDme7lcCaHIS5QQjhIuvPBCNm/ezP/+7/9mHrv22mtZu3Ytq1atwhhDTU0N1157LTfccAMA7e3tVFZWcvvtt2du4j5hwgRWrlzJwoULAdi6dSuTJk3il7/8ZeYm7tOnT2ft2rUcc8wxAKxdu5bjjjuO9evXZ3UTd61CODa94FcNVEIglyshFBm0CuHY9YJfNVDzvVyuhFDkLUoIRwnXXnsta9as4dZbb+W9997jkUce4f777+dLX/oSAJZlcc0113DrrbfyxBNP8Je//IWLL76YSCTChRdeCEBZWRmXXHIJ119/PS+88AJvvPEGX/jCF5g5c2ZmVcLDDjuM008/nUsvvZQ1a9awZs0aLr30UubPnz+8KxCCEsJR5P0lgqM2CezudrdVhmwlBHJ55pL/Tu/ZvY1RQii6o4RwdHl/ieCoTQK7u+Z7uXxkXHO96AclhKOET37ykzzxxBMsW7aMb33rW+y///4sX76cz3/+85kxN9xwA21tbVx55ZU0NjZy7LHH8txzz1FSUpIZc9ddd+E4DgsXLqStrY05c+awYsUKfD5fZszDDz/MkiVLMqsVLliwgHvuuWf4fliUEOarF/yqgVplSC4f0YRwajhM0LaJex7vt7VlHKDd85QVFBhKCPPXC37VQM33cvmIueZ6sS8oIRQ5RwlhYboSQSUDcvlQJoS2ZbFfKESp49CcTLKjvZ2KQIBSx6HVdQlaFh8Lh5UV5AlKCAvXlQhqvpfLh8o114t9RQmhyF+MEsJ88TGTCHZ3W8mAXJ71Jf+d3rN7G9NbQuizbSr8fkK2TZvrErFtDi8uJpL2oGVRHQzqE9kCRAlhfvmYSQS7u+Z7uXzIXXO9yAVKCEVeooRQiWBeuFYZkstzlhBawKRQiKBt05JMgmVxcCSSed9v9zxq0geujmXhsyzG+f0kjcm4KCyUECoRzBvXfC+XD1siqLle7AtKCEXOUUI4On3MJ4JKCOTyIUsIa2MxygMBZhQXE/M8HMCyLBLGUOTz5SQb6A9lBblFCeHo9TGfCGq+l8tHbSLYH5rrCx8lhCJ/MUoIlQhqlSG5fFS46T0hdCyLcYEAAcvKJAL7hULUBIMEOz2mbGBsooRQieCwuOZ7uXzIXYmgGA6UEIq8RAmhEkGtMiSXjw7vnBB2JIE9ZQNtrsukUIginy9z8PqxdHKobGBsooRQiaDme7l89LkSQTGSKCEUOUcJYX66EkElA3L5UCaEEZ8vkwSORDbQH8oKcosSwvx1JYKa7+XyQk0E+0NzfeGjhFDkL0YJoRJBrTIkl48G9wFVgUAmCVQ2ILJFCaESwSFxzfdyec5diaDIB5QQirxECeG+JYFKBLXKkFw+3MlAwLb3SgKVDYi+UEK470mgEkHN93K5EkExllBCKHKOEsKRTwKVCCohkMvHUjKQDcoKcosSwvxIApUIar6XyzXf70FzfeGjhFDkL0YJ4WCTQCWCWmVILs+VKxkQQ4kSwn1LApUIar6Xy3Plmu/FaEAJochLlBDmZtXAMZ8IapUhuVzJgMhblBDmbtXAMZ8Iar6XyzXfizGBEkKRc5QQatVAJQNy+ejy0Z4MZIOygtyihFCrBmq+l8tHnxf6fK+5vvBRQijyFzN2E0KtGpil20oG5HIlA2I0M9YTQq0amKVrvpfL99k134tCQAmhyEvGSkKoVQO1ypBcrmRAjFXGUkKoVQM138vlmu+F2HeUEIqco4RQiaASArk8v7zQk4FsUFaQW5QQKhHUfC+X55+P9flec33ho4RQ5C/G4No2McchadsYwBvljm1jHAdj21QBRbbNdseh1LY5BShLe5FtMwNwbJuk4+DZqV9Vb6y546Tc54M5c7r6VVfhjR9P0phUjkEqI5HLx6qDkgEx+jDGkLRt2tJzpQe4fXhHEphMz6+eZeFaFnGfr9/x2W4jF25sG89x8Nk244GwbdPkOBTbNkcBxWkP2jaTAXuk59uRds33crnmeyGyQAmhyEt2vvUWu/x+SmMxYn4/juvSEIlQ1tSEZVmj0lsjEY5saiJiWXiuy7ZIhOObmghaFn7XpSUSYWZTE+2d3J9+vd912RWJEBlrfvXVWOXl+Kuq2FVeTuSii7Dq6va4lbpHht+y2OV5cvmY9QQoGRCjjtb162n1+ynrNNdviUSIdpo7O3sokaAxFAKgLBajMRTCl0zScX+rokSiz/HZbCMXvi0SYVZ6vjeuy0eRCNOamghYFr70/HZAUxOJTq75XvO9XK75Xoj+0RVYIi/xl5SwORJhR1ER5bEYjeEw26NRGiORUelN4TDN0Sg7IhEisRjbw2Hao1HsSITqWIz2cJi6aJREN2+NRCiKxWgZi15eTuthh1E0axYtFRXUxWK0lpd3ddelyHFo8Ty5fMx6mzG0JZO0ex4+yyJpDGHbJmkMPssi5nn4LYugbRO07czBqy/9mA5mxUhhFxWxJRJhe3qubwiHqY1GaUjPnd19e1ERtaEQdenXjGtrY8e4cWyPRolmMT6bbeyrN4XDNESjNKXns+3hMC3RKEQiTIjFiKfnu3g3z6v5V/O9XJ6XrvleCN0DSwwBuWiPP3zySW6+/nq2RCLEHQcP2FpaSk1zMxbkrU9qbsYPJIAtndwC3NJSDmxuxgARYEppKYc2N2d+5h2lpVSMdW9pAc8Dy2LH0qVUzJu35/lEggq/Xy4fMz4hEMCxLBLGsL29vVe3LAsHGOf3Zz6h7bj3RcIY/FYqGYj4fIxldF+M3JKLv8/tzzzDA0uWUBuJ0OakooBNpaVM6TQ3dPZwMklpezsW0BQI0BgM8l5FBcYYDm5oIOS6fY7PZhvZ+v7NzfgAF9jYyS0gVlrKAenjgwBQln6+g7yYb0faNd/L5RnXfJ87NNcXPjqBJXJOLm/ivnb8eCxjSNg27Y6DP5kk4Hl56bbjMDWZpMLz2GHb1DkO1Wlvsm1KHIcTkkl8nodt2/gcByftSdvGHeseCOB85zv4EgmSlZW448dnLnVOeh4uyOVjxv22nTkI3e267EwkiPr9PXrc84jYNpPSq611fB/XGCUDndBBbW7J5U3c14wfj20M8Y77RqXn1u7uWRazduwAy+KN8nI84N3KSgwwbds2ktDn+Gy2kY07jsOkZJKy9Py+3XEYn/YW26bIcZiWTOJ4HiZ9fJBX8+1Iu+Z7uVzz/RChub7wUUIo8hdjsIGQ6+KD1Bt1nrofqAIqgKTrMgE4BahM+zhgBlAGVLgu4fSP6AOC6e83JtyyUm5ZMGdOV7/qKnzTphH8+MfxVVbuGW/b+NJdv1w+Fjzg81Hh91Pk8+EZQ4nPx+HFxZT04pH0wW/AVjIgRh/GGAJAkesSIHVFs78P77gpewCIuC62MdjGEM5ifLbb6MvDwHggCliuSwVwFKn533JdosBkoBgoc11C6Z9zxOff4XbN93K55nshhgDdxF3kJTvfeouAMZxWW0vc5yNmWfyuqooT6usJGpM3/nf19ZQag2tZbKqqYn59PUXGELQs6quqqKyvTy1vm/Yp9fXY6fGbx6IvW4ZdUYE7aRKbo1GmLF6MvWXLHg+FsK3UJ0mbYzG5vKB9X2/CqpuyitFO6/r1BI3hxPRcH7cs1lRVcUx6ru3uQddle/rKgxNra9kRDJKwbTxjmL5zJ/5kss/x2WyjNz+hvp7iTvP9p+vriRiDbVnUVVVRXV+P18lHfL4dadd8L5drvhdiCFBCKHJOLhPC1yoqCLguMcdht99PKJEgkkzmhXt+P4ckEtQkk9Q7DiG/nzmJBMXJJHHHod3vJ5hIEJCnPBgk+MMfEqisJO66qRN7tk3AtuXyMee2ZbFfKJS5d8WO9nYqAgFKHYdWN7XU9cfCYR2o5hBlBbkllwnhuooKgq5Li+MQT8+1RcnkXh73+ZjR0ACWxV/GjcP2PP5cXY0NHF5fT9y2+xyfzTZ6cuP3s38iQVUySYPj4Pj9HJE+HsiL+TXfXPO9XK75foTQXF/4KCEU+YsxYKWWjTWWhYHMUtkj7ZZlUQWUWBaNQLFlMQMIpJ+nYxIaa27bKbdtmDOnq191FYwf33U8yOVjzn22TYXfT8i2aXNdIrbN4cXFRNIetFI3YdXBrBgLGGO6zK0eZOaWnrwjCcy8hlTil/X4LLbR2R3LYjxQZFm0AGHLYnL68WGdX/PNNd/L5f265nshco8SQpGX5GtC2F8yOOKX7I+0KxmQy3OWDAhR6ORzQthfMjji8+1Iu+Z7uVzzvRAjgBJCkXMKNSFUMqhkQC5XMjB6UVaQWwo5IVQyqPleLtd8PzrRXF/4KCEU+YvJn4RQyWAvbisZkMuVDAgxePItIVQy2ItrvpfL93LN90IMP0oIRyG33XYb//zP/8zVV1/N8uXLgdQB4E033cT9999PY2Mjxx57LN/73vc4/PDDM6+Lx+MsXbqURx99lLa2NubMmcO9997LpEmTMmMaGxtZsmQJTz31FAALFizg7rvvJhqNDuePOGIJYUci2GRZvKxkcOAJQZ5d0i2XD0cioGRAiMExkglhRyLYYlm8qmRQ871crvleiFGBEsJRxmuvvcbChQspLS3l5JNPzpzAuv3227nllltYsWIFhxxyCDfffDOvvPIKGzZsoKSkBIArrriCp59+mhUrVlBRUcH1119PQ0MD69atw+fzAXDGGWewZcsW7r//fgAuu+wypk6dytNPP531Po7WhLBzIljrOGzy+5miZFAJgVzeTyKgZGB0oKwgt4zmhLBzIljvOGz1+5moZFDzvVyu+X7Uo7m+8FFCOIpoaWnh85//PA888ADjxo3LPG6MYfny5Xzta1/j3HPPZcaMGTz00EPs3r2bRx55BICmpiYefPBB7rzzTk499VRmzZrFypUr+fOf/8zzzz8PwNtvv82zzz7Lf/7nf3L88cdz/PHH88ADD/CLX/yCDRs2DP8PbIYvIeyeCJZZFqcAUWuMJ4O2VhmSy/tLBJQMCDF4hjsh7J4IlloWR6W/julkUPO9XK75XohRgBLCUcSXvvQlzjrrLE499VRuvvnmzOMbN26krq6OuXPnZh4LBoOceOKJrFq1issvv5x169aRSCS6jKmpqWHGjBmsWrWKefPmsXr1asrKyjj22GMzY4477jjKyspYtWoV06ZN63G/4vE48Xg8483Nzfv8sw5XQthfIlhZX5/6ZMYao8mgVhmSjyHf10RAyYAoZIZirh/OhHBObS2ez9drIlhdX49nxnAyqPlePoZc870QoxclhKOEn/zkJ9xyyy289tprhEIhTjrpJI488kiWL1/OqlWrmD17Nh9++CE1NTWZ11x22WV88MEH/PrXv+aRRx5h8eLFXQ4+AebOncv+++/Pfffdx6233sqKFSt45513uow55JBDWLx4McuWLetx32688UZuuummvR7P94RQqwoqGZDLs0kGlAgUBsoK9o2hmOuHKyEssSzqx40j6rpKBDXfy8e4a74vbDTXFz5KCEcBmzdv5uqrr2blypWEQqFex1nd3mg7Lsvvi+5jehrf3/dZtmwZTU1NmT+bN2/uc5tZY4YuIdSqgmm3lQzI5VpFSIj+Gaq5fqgTQscYDjCGsKVE0Ep/1XwvH6uu+V6I0Y8SwlHAunXr+Oijjzj66KMzj7muyyuvvMI999yTuT9VXV0dEydOzIz56KOPqKqqAqC6upr29nYaGxu73D/ro48+4oQTTsiMqa+v32v727Zty3yfnggGgwSDwX37IbsxVAmhVhVUMiAfO65VhITIHUMx1w9VQtixoqDtuuwMhSgGzqytJebzKRHUfC8vQNd8L8TYQQnhKGDXrl188MEHXR5bvHgxhx56KF/5ylc4/PDDqamp4dprr+WGG24AoL29ncrKSm6//XYuv/xympqamDBhAitXrmThwoUAbN26lUmTJvHLX/6SefPm8fbbbzN9+nTWrl3LMcccA8DatWs57rjjWL9+fa/3wOpOvq5CqGRQyYB87HhfiYCSgbGJsoLckq+rEHZeYXCnz8d+DQ0cYVnsGDcOx3XzY/7VfC+Xa74XQ4Lm+sJHV2CNAkpKSpgxY0aXx4qKiqioqMg8fs0113Drrbdy8MEHc/DBB3PrrbcSiUS48MILASgrK+OSSy7h+uuvp6KigvLycpYuXcrMmTM59dRTATjssMM4/fTTufTSS7nvvvuA1H205s+fn/XJq5xicpcQ9pQMHsoYTwa7JwPpc9ly+Wh3n21T7jhdEoHq4mKak8keXcmAECPHoBJCOs3v7EkIHcuijD0rDIYtiwONIWBZIz//ar6XyzXfCyH2GZ3AKhBuuOEG2trauPLKK2lsbOTYY4/lueeeo6SkJDPmrrvuwnEcFi5cSFtbG3PmzGHFihX4fL7MmIcffpglS5ZkVitcsGAB99xzz7D/PLlKCJUM9pMQ5Nkl4HJ5LpIB0CpCQowGcpUQ2sZw1M6dRJLJLisMhlwXN5S6d+gBtbUk06sQ5sV8rPleLtd8L4QYMEoIRc7Jl4RQyaASAnnhel/JgBIB0RPKCnJLviSE71RXUwqcXF9Pq213WWEw6fNR3diIBWwdSwmh5nt5AbnmezEQNNcXPlqFUOQvZvAJ4ZhdZdDWKkPywnetIiRE4bAvqxA6QAmpnKCVXlYY9LzUhkZ6ftZ8L5drvhdC7DNKCEVekm1C2JEINlkWLysZ1CpD8lHtWkVIiLFFtglh51UF69IJ4ZzaWuLBIAfZNq3GMHvnTsYnk11WGHRcl7ZCTQg138tHsWu+F0IMFiWEIucMV0LYORGsdRw2+f1MGcvJoJIB+Sj2vhIBJQMiFygryC3DlRB2X1WwKp0Q1o8bR6nn8W51NSHg1Pp6jG13mRsLNiHUfC8fxa75XgwlmusLHyWEIn8xvSeE3RPBMsviFCBqFXgyaCsZkBee95cIKBkQonDpKyF0LIvxdF1VcJoxHGoM4fRjIaCGdFLQ09w5WhNCzffyAnTN90KIfUUJochLeksI+0sEK+vrU5/0WAWaDCoZkI9iH+5VhFzXJZFIDPXblcgT/H5/l1V1Rf7TW0LYkQx2zPU9rSp4Zm0tzcEgO2wbvzFU7dyJnUx2mTtHdUKo+V4+il2rBgohhgolhCLnDFVCOOZXFVQyIB/F3lcykOtEwBhDXV0dO3fu3OfvJUYX0WiU6upqrB7+O1JWkFuGKiHsnAw2OE6fqwpansfG6mos4ID6etrtAkkINd/LR7EP53wvRHc01xc+ugJL5C9mT0LY06qCh1KAiWB3t/tIBtLnnuXyfHefbVPuOF2SgeriYpqTySFJBDpOXlVWVhKJRHo8mSEKC2MMu3fv5qOPPgJg4sSJI7xHIls6J4SOZVFG12Swmh5WFbTtPfNlx/fpeD79tdfx+TK/a76XF6AP93wvhBh76ASWyEs6EsIza2sx6Uv+taqgkgF5fnk+riLkum7m5FVFRUVOvqcYHYTDYQA++ugjKisrlROOAjoSwjm1tXid5vqOZNC2rD5XFdwdDOLZNpgCSAg138vz2PNxvhdCjE2UEIqck6uE8D9OPZVNFRVMcF0lg3lwSbhcnm0iMJLJQCwWY+PGjUydOjVzQkOMHdra2nj//ffZf//9CaVPXHSgrCC35CohfOyUU9hcUUHUdfdKBrvPjQWbEGq+l+ex5+t8L0RPaK4vfLQKochLQqEQnzCGYkurCnYZD3L5iPtoWEVI2eDYRP/eRxeBQICDzJ4VBcOWxWS6JYPprxnvvqpgmj4Twu6PjYRrvpePQh8N870QYmyhhFDkJcn33mOKMVxcW8sun69wk0GtMiTPI891IqBkQAjRF8n33mOCSd0uIObz7ZUMdp87R3VCqPlenkeu+V4IMVpRQihyTi4u3XQ3b2b9pz/Nh+Xl+XvJv5IBeQF5oSQCHQlhTwmZKHz6+vevrCC3jMRcP2oTQs338jzyQpnvhegJzfWFjxJCkb8Yg2fbJB0n9QkrjD53nJT7fDBnTle/6iq88eNJGkM6cMADuTxnDkoERht1dXVcffXVHHTQQYRCIaqqqvjUpz7FD37wA3bv3j3Su8dtt93GJz/5SUpKSqisrOScc85hw4YNXcYYY7jxxhupqakhHA5z0kkn8dZbb2Web2ho4Mtf/jLTpk0jEokwZcoUlixZQlNTU5fvM3XqVCzL6vLnq1/96rD8nGIYGehcn04CM49ZFq5lkfD5shuv+V5egA6a74UQYwMlhCIvSb73HgnHIRSLkfT78bsuuyIRIk1NWJY1evzqq7HKy/FXVbGrvJzIRRdh1dXtcSt1jwy/ZbHL8+TynHkClAiMMv7v//6P2bNnE41GufXWW5k5cybJZJJ33nmHH/7wh9TU1LBgwYK9XpdIJPD7/cOyjy+//DJf+tKX+OQnP0kymeRrX/sac+fO5a9//StFRUUAfPvb3+a73/0uK1as4JBDDuHmm2/mtNNOY8OGDZSUlFBbW0ttbS133HEH06dP54MPPuCf/umfqK2t5Wc/+1mX7X3rW9/i0ksvzXhxcfGw/JxieBjoXB9IJIilr6wLxWLsDoXwJZNYloUB/IlEn+OH9HhC8718hFzzvRBiLKErsEReYkUiNEUitBQVURSL0RIOUxeN0hqJjB4vL6f1sMMomjWLlooK6mIxWsvLu7rrUuQ4tHieXJ4zbzOGtmSSds/DZ1kkjSFs2ySN6dFjnoffsgjaNkHbzhys+tKP9eZjgi1b4KWXUl+HmCuvvBLHcXj99ddZuHAhhx12GDNnzuQzn/kMzzzzDGeffTaQulH5D37wA/7+7/+eoqIibr75ZgCefvppjj76aEKhEAcccAA33XQTyWQy8/2bmpq47LLLqKyspLS0lFNOOYU//vGPmedvvPFGjjzySH784x8zdepUysrKOP/889m1a1dmzLPPPsvFF1/M4YcfzhFHHMGPfvQjNm3axLp164DU1VfLly/na1/7Gueeey4zZszgoYceYvfu3TzyyCMAzJgxg5///OecffbZHHjggZxyyinccsstPP300132F6CkpITq6urMH53AKiwGPNcXFdEUCtHc8Zq2NraPG8e2aJRINuM138sLzDXfCyHGGjqBJfISs3s3Zbt3U7p7N62hEKWxGBN37qS4rS2/PB5PeTzOxCOO6OrnnUdxZSWtySSlPh8Tg0GKfT65PGde6jgkPI8yx+ni5X4/U8NhAkoE9o0HH4SPfQxOOSX19cEHh2xTO3bs4LnnnuNLX/pS5kqm7nReYe+b3/wmf//3f8+f//xnvvjFL/LrX/+aL3zhCyxZsoS//vWv3HfffaxYsYJbbrkFSJ1YOuuss6irq+OXv/wl69at46ijjmLOnDk0NDRkvu/f/vY3nnzySX7xi1/wi1/8gpdffpl/+7d/63W/O7K/8vJyADZu3EhdXR1z587NjAkGg5x44omsWrWqz+9TWlqK43S9MPz222+noqKCI488kltuuYX29vZev4cYfQx4rt+9m7JYjNKO14TDVDY1UblzJ23ZjNd8Lx+lrvleCCFSKCEUeYnz/7d35+FRlfcewL/nnFmyTzaSSUwgieDCeoFYoCjEhUQtTbXWpeGJUDGBi6AYKUr1ymIvFG8rWBGrFsEWrNjWeLUiil6MUiLRQNQEoahhk4yBNCRkmWSW9/6R5MAkk5WZ5GTm+3mePPA7886Z982L8xvfeX/nDB8OvcOBeoMBkhCwyzICmprQpChQnE5txDYbmn7/eyg2G+wxMQiIjkbTz38O5fvvz8dt34g5nQho3crNmLEn4nCdDlF6PYIUBQ0OB3QAwlvjJqcTQbKMhIAACIAlAn1x8iSQm6tePwdOJzBvHpCRASQkePzlvv76awghcPnll7scj46OhtVqBQDcd999WLt2LQAgKysL99xzj9ouOzsbjzzyCGbPng0ASElJwRNPPIGlS5di+fLl2L17N7788ktUVlbCaDQCAH7729/ijTfewN/+9jfk5ua2DtOJLVu2IDQ0VD3vBx98oC6EXUgIgby8PFx99dUYPXo0gJZreAFAbGysS9vY2FgcO3bM7dirqqrwxBNPYN68eS7HH3jgAUyYMAEREREoKirCsmXLUF5ejj/+8Y/d/TppkOhtrrcZDAivq4MEoCokBEIINMsyZAACgFVRumzf588TzPeMme+JiDSBC1ikXUJAAaB3OCBkGQ4ACgBjf8aS1BIrChzXXw/lvffOxwsXQrn8chhlGcLphMPphDJkCIyxsefj1i3YAmDM2GOxLEmI1OkQrChwCIFQRcElRiNq7XbYhECQLMNsNMIgu26yVdp9cG0f0wWOHDm/eNXG4QC+/torC1htpHbzUVRUBKfTiVmzZqGpqUk9npqa6tKuuLgYn376qctCk8PhgNVqRUNDA4qLi1FXV4eoqCiX5zU2NuKbb75R46SkJHXxCgDi4uJQWVnptq8LFy7EF198gT179nQ7DiFEh2NAy92CfvSjH2HkyJFYvny5y2MPPvig+vexY8ciIiICP/vZz9RdWeQjepHrbTpdy3+Xsqw+RxGi5VpADgegKN22Z75nPJhi5nsiIldcwCJNsn/9NXROJ1JOnYJdUeCQJJyIjcXQ77+HLET/xcuWQY6KgiMhASfCwzH0F7+AfPLk+TggALIkwSEETlitjBlfVOzpi7DSRRgxApBl10UsRQGGD/fKyw0fPhySJOHQoUMux1NSUgAAgYGBLsfblxk6nU6sXLkSP/3pTzucOyAgAE6nE3Fxcfjwww87PB4eHq7+vf3F4CVJgrP9Qh6ARYsW4c0338RHH32EhAsW9MxmM4CWnVhxcXHq8crKyg67ss6dO4cbb7wRISEhyM/P7/ZC9JMnTwbQsluNC1i+obe5XudwoLH1ouwpp06hwWhsuQugEIg9exay3d5l+y5fg/meMfM9EZHmcQGLNEk3fDjsioJjQ4ZA53CgSadDs06H4zExMNjt/RMbDDg+ahQMMTFocjjQ7HTieHg4DJGR52OrFQZZbomFYMy4z7EstVxsNUhyveiqu7i+9ToW7S+wym9YPSghAXjhhZaywdadHXj+ea/tvoqKisKMGTOwYcMGLFq0qNPrYHVmwoQJOHz4MIZ3ssA2YcIEWCwW6HQ6JCUl9bmfQggsWrQI+fn5+PDDD5GcnOzyeHJyMsxmM3bt2oXx48cDAJqbm1FQUKCWPwItO68yMjJgNBrx5ptvIqB1kaErBw4cAACXhTEa3Hqb6+2KAnN1NSQA38bFQXI6cTQmBhJadlQ1y7L79pKEb+PiOn8N5nvGzPdERIMCL+JO2iUEILXcJhhtSdrTsSy3xLIMXH+9a7xwIRAd7doeYMzY47Eiy4jS6xEg8yKsmjJ3LnD0aMtdCI8ebYm9aOPGjbDb7UhNTcX27dvx1Vdf4fDhw9i6dSsOHToERVE6fe7jjz+OP/3pT1ixYgXKysrw1VdfYfv27XjssccAADfccAOmTJmCW265Be+++y6OHj2KvXv34rHHHsNnn33W4z7ed9992Lp1K1555RWEhobCYrHAYrGgsbERQMuOrcWLF2P16tXIz89HaWkp5syZg6CgIGRlZQFo2XmVnp6O+vp6bNq0CbW1tep5HA4HAKCwsBDr1q1DSUkJysvL8dprr2HevHnIzMzE0KFD+/orJi3qba5v2xHYdqztNJ21FwJ48EHme8aaiJnviYguDndgkSb1WwkhSwYYezH2dIkASwYGQEKCV695daFLL70UBw4cwOrVq7Fs2TKcPHkSRqMRI0eOxJIlS7BgwYJOn5uRkYF//OMfWLVqFZ588kno9XpcccUVuPfeewG0LCzt2LEDjz76KO655x6cPn0aZrMZ06ZN61Da15XnnnsOAJCWluZyfPPmzZgzZw4AYOnSpWhsbMSCBQtQXV2NSZMm4b333lOvrVVcXIx9+/YBQIcdY+Xl5UhKSoLRaMT27duxcuVKNDU1YdiwYcjJycHSpUt73FfSvn4rIRwzBinbt8N+4gTzPWPmeyKiQUwSQoiB7gT5ltraWphMJvW26H3hOHECh665Bt9FRp7f8q/Xw2iznd/yf7Gx0QjjSy+dLxkQAkZZdtnyzZhxX2NZknBJQADCdDrU2u2oam5GlMHgNm4rERgWGMgPqhfJarWivLwcycnJPSpLI9/S1fx7IjfReQOR6y8sIayIiIDkdKLcbIYEIOX771tKCNu3P3sW0rvvoiIiAjqN5AfGvhUz3xNpB3O972MJIWmX8EAJocySAcb9H7NEgIioh3qb67sqIXSX61esAMzmjueENvIF48EdM98TEfUvlhCSJnmshJAlgow9GLNEgIjIczxaQpibC3nGDJdcr0tMRGNMDCBJSAkMhF0IzeQTxtqOme+JiLSJJYTkcZopIWSJIGOWCPgdlhD6N5YQ9p8BKyE8e7alhDA8/HwJoSQhZf16NEdGurx3251OmI1GSJKECquVJYSMme+JfBxzve9jCeEgsWbNGlx11VUIDQ1FTEwMbrnlFhw+fNiljRACK1asQHx8PAIDA5GWloaysjKXNk1NTVi0aBGio6MRHByMzMxMnDx50qVNdXU1srOzYTKZYDKZkJ2djbNnz3p7iB2JHpQVyCwRZOz9mCUCRERe0ttcv2JFy0/bMUkCZs+GiI52/14uhPvXgDbyC2Ntxcz3RETaxhLCQaKgoAD33XcfrrrqKtjtdjz66KNIT0/HwYMHERwcDAB48skn8dRTT2HLli247LLL8Otf/xozZszA4cOH1bs/LV68GG+99RZeffVVREVF4aGHHsLMmTNRXFys3qI9KysLJ0+exM6dOwEAubm5yM7OxltvvdVv4+1xWQFLBBlfRMwSASKigdPbXO9SEjh1KhpOnIDTbAaioxFrMECWJJf3ep0kodHhAEsIGTPfExH5BpYQDlKnT59GTEwMCgoKMG3aNAghEB8fj8WLF+Phhx8G0LLbKjY2FmvXrsW8efNQU1ODIUOG4M9//jPuvPNOAMCpU6eQmJiIHTt2ICMjA1999RVGjhyJTz75BJMmTQIAfPLJJ5gyZQoOHTqEyy+/vNu+eaysYNo0fBcR0XlZAUsEGbNEgNphCaF/Ywlh/xmIXN++JFCSJJQ3NLSUEAYGotnpZAkhY+Z7Ij/GXO/7WEI4SNXU1AAAIiMjAQDl5eWwWCxIT09X2xiNRkyfPh179+4FABQXF8Nms7m0iY+Px+jRo9U2hYWFMJlM6uIVAEyePBkmk0lt0y8SEoCVK1kiyJglAkREvqovuV64KQkUouUuhO7e+921b9+Gsc/GzPdERL6FJYSDkBACeXl5uPrqqzF69GgAgMViAQDExsa6tI2NjcWxY8fUNgaDARERER3atD3fYrEgJiamw2vGxMSobdprampCU1OTGtfW1vZxZOfZhYDuttuQMnUq7CdOsESQMUsEiIgGkBZyffuSwAaHA06g5S6ELCH0q5j5nojIP3EBaxBauHAhvvjiC+zZs6fDY1K7pCuE6HCsvfZt3LXv6jxr1qzBypUre9L1HtNJEuxC4JjJBF1ERMuWcKcTx8PDYYiMPB9brS5bxhn7byy3/psJav0zUJY7jdtKBIyy7PJBVWn3wbV9TETkr7SQ69WSQADftpYOHm39U5EktYSws/Y6jeQrxsz3RETUNywhHGQWLVqEN998E7t370ZCQoJ63Gw2A0CHXVKVlZXqriyz2Yzm5mZUV1d32eb777/v8LqnT5/usLurzbJly1BTU6P+nDhxou8DvJDgln/GLBEgItICzeR6wRJCf46Z74mI/Bt3YA0SQggsWrQI+fn5+PDDD5GcnOzyeHJyMsxmM3bt2oXx48cDAJqbm1FQUIC1a9cCACZOnAi9Xo9du3bhjjvuAABUVFSgtLQUTz75JABgypQpqKmpQVFREX7wgx8AAPbt24eamhr88Ic/dNs3o9EIo9Ho0fHahYBOlrnl389jlggQnZeWloaCggKsWbMGjzzyiMtjN998M9555x0sX74cK1ascGnf3rx58/CHP/wBACBJEvLz83HLLbcAAFasWNHtLpvy8nIMGTIEq1atwl//+lecOnUKoaGhGDVqFJYsWYKZM2de/GBJc7SQ61lC6Lsx8z0REfUEF7AGifvuuw+vvPIK/vd//xehoaHqTiuTyYTAwEBIkoTFixdj9erVGDFiBEaMGIHVq1cjKCgIWVlZatu5c+fioYceQlRUFCIjI7FkyRKMGTMGN9xwAwDgyiuvxI033oicnBw8//zzAIDc3FzMnDmzR3cg9BS1rKCxkVv+/TRmiQBRR4mJidi8ebPLAtapU6fwf//3f4iLi+vQPicnB6tWrXI5FhQU1On5lyxZgvnz56vxVVddhdzcXOTk5KjHhgwZgjlz5qCoqAgbNmzAyJEjUVVVhb1796Kqqupihkd+pre5niWEvhkz3xMRUU9xAWuQeO655wC0fKN+oc2bN2POnDkAgKVLl6KxsRELFixAdXU1Jk2ahPfeew+hoaFq+3Xr1kGn0+GOO+5AY2Mjrr/+emzZsgWKoqhttm3bhvvvv1+9W2FmZiY2bNjg3QG6IzqWCABg7AexIsuI1OlcSgTMISGotdvdxiwRIG+xWq2oq6tDSEgIAgICvPpaaWlp6o05tm7dCkVR8J//+Z944okn1GsQzpw5E6+99hr++c9/YurUqQCALVu2ID09HcePH+9wzqCgILXEvCdCQkIQEhKixoqiIDQ0tMM53nrrLTz99NO4+eabAQBJSUmYOHFi7wZMBPQ513daQtjD9j15Dcbej5nviYioN7iANUiItg9gXZAkCStWrFDLR9wJCAjAM888g2eeeabTNpGRkdi6dWtfuukxLCH0zZglAjSYHD9+HAUFBaitrUVYWBimT5+OoUOHevU1X375ZcydOxf79u3DZ599htzcXAwbNkzdAWUwGDBr1ixs3rzZZQHrySef7PK939PMZjN27NiBn/70py5fkhD1BksIfTdmviciIm/gAhZpEksIfS9miQANJlarFQUFBaiurobZbIbFYkFBQQFuv/12r+7ESkxMxLp16yBJEi6//HJ8+eWXWLdunUsJ39y5c3H11Vfj6aefRnFxMWpqavCjH/3I7QLWxo0b8cc//tHl2LPPPovZs2dfVD9feOEFzJo1C1FRURg3bhyuvvpq/OxnP1MX1Yh6giWEvhkz3xMRkbfwLoSkXYJ3DfKVmHcNosGmrq4OtbW1MJvNCAwMhNlsRm1tLerr6736upMnT1bLBYGWG2scOXIEDodDPTZ27FiMGDECf/vb3/DSSy8hOzsber3e7flmzZqFkpISl59bb731ovs5bdo0fPvtt/jggw9w2223oaysDNdccw2eeOKJiz43+Zne5nrBuxBqOWa+JyIib+IOLNIklhBqM+5pSQBLBGiwCwkJQVhYGCwWi7oDKyIiAsHBwQPdNQDAPffcg2effRYHDx5EUVFRp+1MJhOGDx/ulT7o9Xpcc801uOaaa/DII4/g17/+NVatWoWHH34YBoPBK69JvoUlhNqNme+JiEiLuIBFmsQSQu3FvSkJYIkADXYBAQGYPn06CgoKcPr0aURERGD69Olev5D7J5980iEeMWKEy402ACArKwtLlizBuHHjMHLkSK/2qadGjhwJu90Oq9XKBSzqEZYQajNmviciIq3iAhZpl5sSAaBvd7lhfHFxb+8SxLsGkS8YOnQobr/9dtTX1yM4ONjri1cAcOLECeTl5WHevHnYv38/nnnmGfzud7/r0C4iIgIVFRWdlg62aWhogMVicTlmNBoRERGhxuXl5SgpKXFpM3z4cJe7EbaXlpaGn//850hNTUVUVBQOHjyIX/3qV7j22msRFhbWg5EStepjru+0hLCH7XvyGv4YM98TEZGWcQGLNIklhNoqEQD6VhLAEgEa7AICAvpl4arN3XffjcbGRvzgBz+AoihYtGgRcnNz3bYNDw/v9nwvvvgiXnzxRZdjGRkZ2Llzpxrn5eV1eN7u3buRlpbW6XkzMjLw8ssv41e/+hUaGhoQHx+PmTNn4vHHH++2T0RtWELIfE9ERNQbkhBtX00ReUZtbS1MJhNqamr6/E28Qwgcqq/Hd1ary5Z/oyy7bHln3PdYliRcEhCAMJ0OtXY7qpqbEWUwuI3bSgKGBQbygylpmtVqRXl5OZKTk/t14ckT0tLS8B//8R9Yv379QHdl0Opq/j2Rm+i8gcj1akmgJKHCaoUkSShvLSFMCQxUSwg7a++vnyeY74nIXzDX+z7ehZC0q31ZQSvGFx/zLkFERKQJvc31gnch7E3MfE9ERL6EJYSkSSwh1GaJABERkaewhJD5noiIqDe4gEWaxLsQeveuQbxLEJH2fPjhhwPdBaJ+xbsQMt8TERH1BhewSLuEgBMt39A6Ww/5Wwx4565BLBEgIiJN6G2ub819TgDigmO2HrTXUn5nviciIuo9LmCRJtmFgA1AQOu3iHpJwjmnE0Gt17Dwh9gGsESAiIh8Vm9zvUGWYRUt17QKkGU0OBxQJAmSJEH0oL1WP08w3xMREfUML+JOmiQBqLHZUOd0IlinQ53TCYvVinqHwy/iRiHQaLej2emE0q4kwF1sdTqhby0RuLBMQGlXNtA+JiIiGih9yfU1Nhtq7Xb1OWdsNpxubkaQovSo/UDnd+Z7IiKivuMOLNIkAcCk00FyOFBvtyNMURBnNCJEUQZVHKbTweZ0wqTT9SqO1OsRo9fDwBIBIiLyUX3J9QGSBEgSDE4n6ux2xBgMgBBodDi6bc98T0RENLhxAYs0SSdJ0Msy6puaIEkS7E4nAlq30iuDJA7X6RCl1yNIUdDgcEAHILyHcZPTiSBZRkJAAETr74MlAkRE5Et6m+ttdjvCAwIgSRKqmpsh0FJOJ6PleljWbtp76/ME8z0REVH/4AIWaZcQUGQZ+tZrWzhaPywaZVnzsSxJiNTpEKwocAiBUEXBJUYjau122HoQB8kyzEYjDLJrlS/vGkRERD6lF7ne1no9K6DlYuZ6tORBSQjoZRkQouv2Xvg8wXxPRETUf7iARZpkFwI6WUZKYCDsQsAhBE5YrRgaEABZkgYs9vZFVvkNK5H/+uijj/A///M/KC4uRkVFBfLz83HLLbd0+ZyCggLk5eWhrKwM8fHxWLp0KebPn99p+88//xy/+c1vsGfPHpw5cwZJSUmYP38+HnjgAQ+Phqh7vc31OklCo8MBSBJSAgPR4HCodxqMNRggS1KX7XvzeYL5noiISHu4gEWapGu9cOmxxkboZBlNDgeahcBxqxWGAYrl1j4Ftbuoqru4vvU6Fe0voNrdN6r8hpXIf9XX12PcuHH4xS9+gdtuu63b9uXl5bj55puRk5ODrVu34p///CcWLFiAIUOGdPr84uJiDBkyBFu3bkViYiL27t2L3NxcKIqChQsXenpIRF3qba63O50wG42QAHzb0ABJknC09U9FktDsdHbZvqefJ5jviYiItIkLWKRdQgBSy22mIUlqGcBAxIosI1KnQwAvskpEXnLTTTfhpptu6nH7P/zhDxg6dCjWr18PALjyyivx2Wef4be//W2nC1j33HOPS5ySkoLCwkK8/vrrXMCigdHHXN/+OaKX7Tt7DeZ7IiIi7eICFmlSf5UQertEgIgGN4cQmv1vurCwEOnp6S7HMjIysGnTJthsNuj1+h6dp6amBpGRkd7oIlGX+rOEcERQEAAw3xMREQ1iXMAiTeqPEsL+KBEgosGrweGApakJNiGgb91lEaQoA90tlcViQWxsrMux2NhY2O12nDlzBnFxcd2eo7CwEK+99hrefvttb3WTqFP9VUIYJMuwOp0IVhTmeyIiokFM7r4J0QBpX1bQyhOxIsuI0utdSgRGhYQgqJOYJQJE/sUhBCxNTWgSAoGKgqbW2NFWjqQRUrv3JNFWCtWD96qysjL85Cc/weOPP44ZM2Z4pX9E3eptrm+7s2BnJYTt2isAYg0GGFt3YzHfExERDV7cgUWa5KkSQpYIEFFf2IWATQgEKwp0koRgRUGjwwG7EJp5LzCbzbBYLC7HKisrodPpEBUV1eVzDx48iOuuuw45OTl47LHHvNlNok55qoRQApAQEAAAbnO9QZYxrPU1mO+JiIgGLy5gkSZ5ooSwqxJBlggQUVd0kgR963tFsKKo7xk6Db0fTJkyBW+99ZbLsffeew+pqaldXv+qrKwM1113HWbPno3//u//9nY3iTrliRLCCqsVkQYDjLKMeofDba5vW5RiviciIhrcWEJI2nURJYTdlQiyRICIuqK0vke0lR31x3tGXV0dSkpKUFJSAgAoLy9HSUkJjh8/DgBYtmwZ7r77brX9/PnzcezYMeTl5eGrr77CSy+9hE2bNmHJkiVqm/z8fFxxxRVqXFZWhmuvvRYzZsxAXl4eLBYLLBYLTp8+7bVxEXXpIkoIdZKECIMBhk7KA5nriYiIfAt3YJEm9bSs4GJLBImIOhOkKB3Kjrzps88+w7XXXqvGeXl5AIDZs2djy5YtqKioUBezACA5ORk7duzAgw8+iGeffRbx8fH4/e9/j9tuu01tU1NTg8OHD6vxX//6V5w+fRrbtm3Dtm3b1OPDhg3D0aNHvTg6oo56m+sBoM5ud7mrIAA0OhxICAhAsKIw1xMREfkwSbRd8ZXIQ2pra2EymVBTU4OwsLA+ncMhBA7V1+M7q9WlrMAoyy4lgpcEBCBMp0Ot3Y6q5mZEGQwI0+nUsoFhgYH88ErkR6xWK8rLy5GcnIyA1mvikP/oav49kZvovIHI9fUOB3RouUlB2zXqmO+JiKgNc73vYwkhubVx40b1fwAmTpyIjz/+uP870UVZAUsEiYiIfEAvcr2xdTErvp/Le4mIiEgbWEJIHWzfvh2LFy/Gxo0bMXXqVDz//PO46aabcPDgQQwdOrRf+tBWVtBWIsASQSIiIt/S11wPoF/Le4mIiEgbuAOLOnjqqacwd+5c3Hvvvbjyyiuxfv16JCYm4rnnnuu3PrTdAczqdEJpdxdBpfW4vvUughfeSVBxc2dBIiIi0p6+5nqA+Z6IiMgfcQGLXDQ3N6O4uBjp6ekux9PT07F3795+60f7O4CxRJCIiMi3MNcTERFRb7CEkFycOXMGDocDsbGxLsdjY2NhsVjcPqepqQlNTU1qXFtb65G+uLsDGEsEiYiI+h9zPREREQ007sAit6R2HxiFEB2OtVmzZg1MJpP6k5iY6LF+tC8RYMkAEfUEb7Drnzjv3sNcT0RERAONC1jkIjo6GoqidNhtVVlZ2WFXVptly5ahpqZG/Tlx4kR/dJWIqAO9Xg8AaGhoGOCe0EBom/e2fwfkOcz1RERENNBYQkguDAYDJk6ciF27duHWW29Vj+/atQs/+clP3D7HaDTCaDT2VxeJiDqlKArCw8NRWVkJAAgKCup09yj5DiEEGhoaUFlZifDwcCiKMtBd8jnM9URERDTQuIBFHeTl5SE7OxupqamYMmUKXnjhBRw/fhzz588f6K4REXXLbDYDgLqIRf4jPDxcnX8iIiIi8i1cwKIO7rzzTlRVVWHVqlWoqKjA6NGjsWPHDgwbNmygu0ZE1C1JkhAXF4eYmBjYbLaB7g71E71ez51XRERERD6MC1jk1oIFC7BgwYKB7gYRUZ8pisIFDSIiIiIiH8GLuBMRERERERERkaZxAYuIiIiIiIiIiDSNC1hERERERERERKRpvAYWeZwQAgBQW1s7wD0hIiJq0ZaT2nIUXRzmeiIi0hrmet/HBSzyuHPnzgEAEhMTB7gnRERErs6dOweTyTTQ3Rj0mOuJiEirmOt9lyS4PEke5nQ6cerUKYSGhkKSpIs6V21tLRITE3HixAmEhYV5qIeDB8fP8XP8HL+/jh/w7O9ACIFz584hPj4esswrKFws5nrP8vffAcfP8XP8HD9zPfUEd2CRx8myjISEBI+eMywszC/f0Ntw/Bw/x8/x+zNP/Q74baznMNd7h7//Djh+jp/j5/gvFnO9b+OyJBERERERERERaRoXsIiIiIiIiIiISNO4gEWaZjQasXz5chiNxoHuyoDg+Dl+jp/j99fxA/wd+AvOM38HHD/Hz/Fz/P46fuodXsSdiIiIiIiIiIg0jTuwiIiIiIiIiIhI07iARUREREREREREmsYFLCIiIiIiIiIi0jQuYBERERERERERkaZxAYu87qOPPsKPf/xjxMfHQ5IkvPHGGy6Pv/7668jIyEB0dDQkSUJJSUmHc6SlpUGSJJefu+66y6VNdXU1srOzYTKZYDKZkJ2djbNnz3pvYD3U1fhtNhsefvhhjBkzBsHBwYiPj8fdd9+NU6dOuZyjqakJixYtQnR0NIKDg5GZmYmTJ0+6tPHl8fvq/APAihUrcMUVVyA4OBgRERG44YYbsG/fPpc2vjr/QM/G78vzf6F58+ZBkiSsX7/e5bgvz/+FOhv/YJ5/f8Jcz1zPXM9c76+5HmC+Z76n/sIFLPK6+vp6jBs3Dhs2bOj08alTp+I3v/lNl+fJyclBRUWF+vP888+7PJ6VlYWSkhLs3LkTO3fuRElJCbKzsz02jr7qavwNDQ3Yv38//uu//gv79+/H66+/jn/961/IzMx0abd48WLk5+fj1VdfxZ49e1BXV4eZM2fC4XCobXx5/IBvzj8AXHbZZdiwYQO+/PJL7NmzB0lJSUhPT8fp06fVNr46/0DPxg/47vy3eeONN7Bv3z7Ex8d3eMyX579NV+MHBu/8+xPmeuZ65nrmen/N9QDzPfM99RtB1I8AiPz8fLePlZeXCwDiwIEDHR6bPn26eOCBBzo978GDBwUA8cknn6jHCgsLBQBx6NChi+y153Q1/jZFRUUCgDh27JgQQoizZ88KvV4vXn31VbXNd999J2RZFjt37hRC+Pb4hfCv+a+pqREAxPvvvy+E8L/5bz9+IXx//k+ePCkuueQSUVpaKoYNGybWrVunPuYP89/V+IXwnfn3J8z1zPXM9fldtmGu991cLwTzPfM9eRN3YNGgsW3bNkRHR2PUqFFYsmQJzp07pz5WWFgIk8mESZMmqccmT54Mk8mEvXv3DkR3+6ympgaSJCE8PBwAUFxcDJvNhvT0dLVNfHw8Ro8erY7Nl8ffxh/mv7m5GS+88AJMJhPGjRsHwL/m39342/jq/DudTmRnZ+OXv/wlRo0a1eFxX5//7sbfxlfnnzryl7lmrmeuZ673n1wPMN8z35On6Aa6A0Q9MWvWLCQnJ8NsNqO0tBTLli3D559/jl27dgEALBYLYmJiOjwvJiYGFoulv7vbZ1arFY888giysrIQFhYGoGVsBoMBERERLm1jY2PVsfny+AHfn/9//OMfuOuuu9DQ0IC4uDjs2rUL0dHRAPxj/rsaP+Db87927VrodDrcf//9bh/39fnvbvyAb88/ufKXuWauZ65nrvevXA8w3zPfk6dwAYsGhZycHPXvo0ePxogRI5Camor9+/djwoQJAABJkjo8Twjh9rgW2Ww23HXXXXA6ndi4cWO37duPzZfH7+vzf+2116KkpARnzpzBiy++iDvuuAP79u1zm6Tb+NL8dzd+X53/4uJiPP3009i/f3+v++kL89/T8fvq/FNH/jDXzPXM9cz1/pXrAeZ75nvyJJYQ0qA0YcIE6PV6HDlyBABgNpvx/fffd2h3+vRpxMbG9nf3es1ms+GOO+5AeXk5du3a5fKNpNlsRnNzM6qrq12eU1lZqY7Nl8fvjq/Nf3BwMIYPH47Jkydj06ZN0Ol02LRpEwD/mP+uxu+Or8z/xx9/jMrKSgwdOhQ6nQ46nQ7Hjh3DQw89hKSkJAC+Pf89Gb87vjL/1D1fm2vmeuZ65nr/y/UA8z3zPXkSF7BoUCorK4PNZkNcXBwAYMqUKaipqUFRUZHaZt++faipqcEPf/jDgepmj7R9oDty5Ajef/99REVFuTw+ceJE6PV6dfssAFRUVKC0tFQdmy+P3x1fmn93hBBoamoC4Pvz786F43fHV+Y/OzsbX3zxBUpKStSf+Ph4/PKXv8S7774LwLfnvyfjd8dX5p+650tzzVzPXN8ec71/5HqA+Z75njyq/64XT/7q3Llz4sCBA+LAgQMCgHjqqafEgQMH1DvPVFVViQMHDoi3335bABCvvvqqOHDggKioqBBCCPH111+LlStXik8//VSUl5eLt99+W1xxxRVi/Pjxwm63q69z4403irFjx4rCwkJRWFgoxowZI2bOnDkgY75QV+O32WwiMzNTJCQkiJKSElFRUaH+NDU1qeeYP3++SEhIEO+//77Yv3+/uO6668S4ceP8Yvy+PP91dXVi2bJlorCwUBw9elQUFxeLuXPnCqPRKEpLS9Vz+Or892T8vjz/7ri7K4+vzr877cc/2OffnzDXM9cz1zPX+2uuF4L5nvme+gsXsMjrdu/eLQB0+Jk9e7YQQojNmze7fXz58uVCCCGOHz8upk2bJiIjI4XBYBCXXnqpuP/++0VVVZXL61RVVYlZs2aJ0NBQERoaKmbNmiWqq6v7d7BudDX+ttuJu/vZvXu3eo7GxkaxcOFCERkZKQIDA8XMmTPF8ePHXV7HV8fvy/Pf2Ngobr31VhEfHy8MBoOIi4sTmZmZoqioyOUcvjr/PRm/L8+/O+4+0Prq/LvTfvyDff79CXM9cz1zPXO9v+Z6IZjvme+pv0hCCAEiIiIiIiIiIiKN4jWwiIiIiIiIiIhI07iARUREREREREREmsYFLCIiIiIiIiIi0jQuYBERERERERERkaZxAYuIiIiIiIiIiDSNC1hERERERERERKRpXMAiIiIiIiIiIiJN4wIWERERERERERFpGhewiIg0qqqqCjExMTh69GivnrdhwwZkZmZ6p1NEREREREQDgAtYREReJElSlz9z5szp9Llr1qzBj3/8YyQlJbkc//vf/460tDSYTCaEhIRg7NixWLVqFf79738DAHJycvDpp59iz549XhwZERERERFR/+ECFhGRF1VUVKg/69evR1hYmMuxp59+2u3zGhsbsWnTJtx7770uxx999FHceeeduOqqq/DOO++gtLQUv/vd7/D555/jz3/+MwDAaDQiKysLzzzzjNfHR0RERERE1B90A90BIiJfZjab1b+bTCZIkuRyrDPvvPMOdDodpkyZoh4rKirC6tWrsX79ejzwwAPq8aSkJMyYMQNnz55Vj2VmZiI9PR2NjY0IDAz0zGCIiIiIiIgGCHdgERFp0EcffYTU1FSXY9u2bUNISAgWLFjg9jnh4eHq31NTU2Gz2VBUVOTNbhIREREREfULLmAREWnQ0aNHER8f73LsyJEjSElJgV6v7/b5wcHBCA8P7/UF4ImIiIiIiLSIC1hERBrU2NiIgIAAl2NCCEiS1ONzBAYGoqGhwdNdIyIiIiIi6ndcwCIi0qDo6GhUV1e7HLvsssvwzTffwGaz9egc//73vzFkyBBvdI+IiIiIiKhfcQGLiEiDxo8fj4MHD7ocy8rKQl1dHTZu3Oj2ORdexP2bb76B1WrF+PHjvdlNIiIiIiKifsEFLCIiDcrIyEBZWZnLLqxJkyZh6dKleOihh7B06VIUFhbi2LFj+OCDD3D77bfj5ZdfVtt+/PHHSElJwaWXXjoQ3SciIiIiIvIoLmAREWnQmDFjkJqaitdee83l+Nq1a/HKK69g3759yMjIwKhRo5CXl4exY8di9uzZaru//OUvyMnJ6e9uExEREREReYUkhBAD3QkiIupox44dWLJkCUpLSyHLPf++obS0FNdffz3+9a9/wWQyebGHRERERERE/UM30B0gIiL3br75Zhw5cgTfffcdEhMTe/y8U6dO4U9/+hMXr4iIiIiIyGdwBxYREREREREREWna/wOUPsMDXfRubAAAAABJRU5ErkJggg==", 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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, (ax1, ax2) = plt.subplots(\n", " 1, 2, figsize=(12, 4), sharex=True, sharey=True\n", ")\n", "\n", "# ------------------------------------------------\n", "# Panel 1: Opx + Ol in Green\n", "ax1.set_title('Ol + Opx stable')\n", "\n", "ax1.plot(Res_green_Opx_Ol['T_C'], Res_green_Opx_Ol['P_bar'], '.r', label='Green2025')\n", "\n", "ax1.plot(Res_pMELTS_Opx_Ol['T_C'], Res_pMELTS_Opx_Ol['P_bar'], '.k', alpha=0.3, label='pMELTS')\n", "\n", "ax1.plot(Res_M12_Opx_Ol['T_C'], Res_M12_Opx_Ol['P_bar'], '.c', alpha=0.1, label='1.0.2')\n", "\n", "# Lets just do Opx stable\n", "# Panel 2: Opx stable\n", "ax2.set_title('Opx stable')\n", "\n", "ax2.plot(Res_green_Opx['T_C'], Res_green_Opx['P_bar'], '.r')\n", "\n", "ax2.plot(Res_pMELTS_Opx['T_C'], Res_pMELTS_Opx['P_bar'], '.k', alpha=0.2)\n", "ax2.plot(Res_M12_Opx['T_C'], Res_M12_Opx['P_bar'], '.c', alpha=0.1)\n", "ax1.legend()\n", "ax1.set_xlabel('T (C)')\n", "ax1.set_ylabel('P (bar)')" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'P (bar)')" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "0c02807bf03f4713ac371c3f483e8038", "version_major": 2, "version_minor": 0 }, "image/png": 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", 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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, (ax1, ax2) = plt.subplots(\n", " 1, 2, figsize=(12, 4), sharex=True, sharey=True\n", ")\n", "\n", "# ------------------------------------------------\n", "# Panel 1: Opx + Ol in Green\n", "ax1.set_title('Ol + Opx stable')\n", "\n", "ax1.plot(Res_green_Opx_Ol['Mg#_Opx'], Res_green_Opx_Ol['P_bar'], '.r', label='Green2025')\n", "\n", "ax1.plot(Res_pMELTS_Opx_Ol['Mg#_Opx'], Res_pMELTS_Opx_Ol['P_bar'], '.k', alpha=0.2, label='pMELTS')\n", "#ax1.plot(Res_M12_Opx_Ol['Mg#_Opx'], Res_M12_Opx_Ol['P_bar'], '.c', alpha=0.2)\n", "ax1.legend()\n", "# Lets just do Opx stable\n", "# Panel 2: Opx stable\n", "ax2.set_title('Opx stable')\n", "\n", "ax2.plot(Res_green_Opx['Mg#_Opx'], Res_green_Opx['P_bar'], '.r')\n", "\n", "ax2.plot(Res_pMELTS_Opx['Mg#_Opx'], Res_pMELTS_Opx['P_bar'], '.k', alpha=0.2)\n", "#ax2.plot(Res_M12_Opx['Mg#_Opx'], Res_M12_Opx['P_bar'], '.c', alpha=0.1)\n", "ax1.legend()\n", "ax1.set_xlabel('Mg#_Opx')\n", "ax1.set_ylabel('P (bar)')" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "b958e9d4420e4044b64085121bbf5724", "version_major": 2, "version_minor": 0 }, "image/png": 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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(\n", " 3, 2, figsize=(12, 10), sharex=True, sharey=True\n", ")\n", "\n", "# =================================================\n", "# Row 1 — Green2025\n", "# =================================================\n", "axes[0, 0].set_title('Ol + Opx stable')\n", "axes[0, 0].plot(\n", " Res_green_Opx_Ol['Mg#_Opx'],\n", " Res_green_Opx_Ol['P_bar'],\n", " 'xr', ms=2, label='Green2025'\n", ")\n", "axes[0, 0].legend()\n", "\n", "axes[0, 1].set_title('Opx stable')\n", "axes[0, 1].plot(\n", " Res_green_Opx['Mg#_Opx'],\n", " Res_green_Opx['P_bar'],\n", " 'xr', ms=2\n", ")\n", "\n", "# =================================================\n", "# Row 2 — pMELTS\n", "# =================================================\n", "axes[1, 0].plot(\n", " Res_pMELTS_Opx_Ol['Mg#_Opx'],\n", " Res_pMELTS_Opx_Ol['P_bar'],\n", " '.k', alpha=0.2, label='pMELTS'\n", ")\n", "axes[1, 0].legend()\n", "\n", "axes[1, 1].plot(\n", " Res_pMELTS_Opx['Mg#_Opx'],\n", " Res_pMELTS_Opx['P_bar'],\n", " '.k', alpha=0.2\n", ")\n", "\n", "# =================================================\n", "# Row 3 — MELTS v1.2.0\n", "# =================================================\n", "axes[2, 0].plot(\n", " Res_M12_Opx_Ol['Mg#_Opx'],\n", " Res_M12_Opx_Ol['P_bar'],\n", " '.c', alpha=0.3, label='v1.0.2'\n", ")\n", "axes[2, 0].legend()\n", "\n", "axes[2, 1].plot(\n", " Res_M12_Opx['Mg#_Opx'],\n", " Res_M12_Opx['P_bar'],\n", " '.c', alpha=0.3\n", ")\n", "\n", "# =================================================\n", "# Labels\n", "# =================================================\n", "for ax in axes[:, 0]:\n", " ax.set_ylabel('P (bar)')\n", "\n", "for ax in axes[-1, :]:\n", " ax.set_xlabel('Mg#$_{Opx}$')\n", "\n", "plt.tight_layout()\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "base", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.0" }, "orig_nbformat": 4 }, "nbformat": 4, "nbformat_minor": 2 }