Created
January 27, 2023 02:45
-
-
Save ZGainsforth/48b1353d983d337cff37d9413ea7fe23 to your computer and use it in GitHub Desktop.
Read Omnic spa files and plot them.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
{ | |
"cells": [ | |
{ | |
"attachments": {}, | |
"cell_type": "markdown", | |
"id": "3095a122", | |
"metadata": {}, | |
"source": [ | |
"# Read and plot SPA files from OMNIC." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 1, | |
"id": "71670127", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/html": [ | |
"\n", | |
" \n", | |
" <div>\n", | |
" <table>\n", | |
" <tr>\n", | |
" <td>\n", | |
" \n", | |
" <img src='data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABgAAAAYCAYAAADgdz34AAAAAXNSR0IArs4c6QAAAAlw\n", | |
" SFlzAAAJOgAACToB8GSSSgAAAetpVFh0WE1MOmNvbS5hZG9iZS54bXAAAAAAADx4OnhtcG1ldGEgeG1sbnM6eD0iYWRvYmU6bnM6\n", | |
" bWV0YS8iIHg6eG1wdGs9IlhNUCBDb3JlIDUuNC4wIj4KICAgPHJkZjpSREYgeG1sbnM6cmRmPSJodHRwOi8vd3d3LnczLm9yZy8x\n", | |
" OTk5LzAyLzIyLXJkZi1zeW50YXgtbnMjIj4KICAgICAgPHJkZjpEZXNjcmlwdGlvbiByZGY6YWJvdXQ9IiIKICAgICAgICAgICAg\n", | |
" eG1sbnM6eG1wPSJodHRwOi8vbnMuYWRvYmUuY29tL3hhcC8xLjAvIgogICAgICAgICAgICB4bWxuczp0aWZmPSJodHRwOi8vbnMu\n", | |
" YWRvYmUuY29tL3RpZmYvMS4wLyI+CiAgICAgICAgIDx4bXA6Q3JlYXRvclRvb2w+bWF0cGxvdGxpYiB2ZXJzaW9uIDIuMS4wLCBo\n", | |
" dHRwOi8vbWF0cGxvdGxpYi5vcmcvPC94bXA6Q3JlYXRvclRvb2w+CiAgICAgICAgIDx0aWZmOk9yaWVudGF0aW9uPjE8L3RpZmY6\n", | |
" T3JpZW50YXRpb24+CiAgICAgIDwvcmRmOkRlc2NyaXB0aW9uPgogICA8L3JkZjpSREY+CjwveDp4bXBtZXRhPgqNQaNYAAAGiUlE\n", | |
" QVRIDY1We4xU1Rn/3XPuYx47u8w+hnU38hTcuoUEt/6D2y4RB0ME1BoEd9taJaKh9CFiN7YGp7appUAMNmktMZFoJTYVLVQ0smsy\n", | |
" 26CN0SU1QgsuFAaW3WVmx33N677O6XfuyoIxTXqSO/fec+75fd93vt/3/UbDV0aKSZmCpkFMLz3T9utuu2N+o98aDSMBKVAo89z5\n", | |
" y+zEz3ZafcCOfvWdlGCalqKn1Bf71CygTd+mf1esSOnpdMpTb+vWpTZuWVfe3jLPa5tzHYNm0T5N0gpdkkHaDBeGBU6d1/t/fyS8\n", | |
" +/CbqdfUvmsx1PuMgc2bNxv79u1zgd31r+7JH1jbIZKxWRXAcYUQ8IWvBfBXNjEuJWPgMA02NR7C3/pYT9fjdZ3A9tGrWF8YSJHn\n", | |
" qcDz3y7q2T967PZv+gnYJdd1mEZ+62zGDQV/dQgKhmLzDNOXCEWM3j6eTT5Y3w78dOBKJLR1PQf+4ivPj76UPZnssBN+wbM9Aet/\n", | |
" AV81Mf1EEULXYfOobvX2WWQk0aoioXwwSmirOlioY0mu8BIouzYl7P8GV3vpqCCEZvlFz769w08oLDWvyKIyL1asSm28d6WfzA97\n", | |
" ztvvV1kexUMsmhlkULEkuGYmFYC6AvfUrITnwUKl5K79lkjeSSRRTCTbQPd95e1WzMbZSya74XoXAxctCllCnbECMOjZNGRwvzIX\n", | |
" nD85wbkMmKK+U045Dtdi8Qp+SAxU2GTg2bYlC9224pgvmSb54vkVTBQYyhUt2KjAMyMmPjwRQW5Mh2WKwJhlBh6jVGagFM84wZnQ\n", | |
" 4bpC0Rt4pk1PbSt0NDcxDA5xryosDHWgtbM0DGZDWLSoiDMDYeQnGVrmOThxLozB0RAaahzkJzjKNqcIQBymJFMkOlN8Dqjpg0XY\n", | |
" Tx5xO/QbmmUrqIjGJznq47TqTaClKYfjp+PInLMwnOdYvtQBZ2XcunQY+VwIo4U4muoFEjVEFE6lQyEUKzHYfgQG9ylCyngU+Cxj\n", | |
" tOqxCDGHcCsOMCs6iQul5ZiStdATYxjMZXDLTUVwLY8Jey4uOh2IxjwsrP8UXJYxUrkZrghBahzV5iXU6gNkq0Z1EzIsUBUSCV2n\n", | |
" EOHo0LVxHCpuxabJJdhi5PFnvw5vLXwXIfNZvD/+JNo/X40NegE54sUaazl+UL8XD1x+FB9Ijjt4EQfdGN6J/x131LwIV9ap/AYs\n", | |
" 0x1fz1ZKFbh6A7qKy/By9Dg6G36Ep91vUJJ15Cqr0Z67E8/HzmBrw1OwxWyM+3Mo6BAuSB17oyfx0Oyl2DN0Hqs/70Cx6hBCvESF\n", | |
" UY1ShWXZZEE7OTAYxZzaPH4TuoiusZvRnunFy2NbiHYuBp2vB66srX4vMEjpRKPxKXmnoQ4+Mn4DPiv8CYcrs3GfNUXJLtM+alSO\n", | |
" hrMj/KT+wBNW3+E/2liywNO3iSflbaFva/+stGDTxE0E9Sjaox8HBhxpEamzMGSEaFKg+mjEddzDh1MxTDq3YV1kGBsjfwW3S9Cq\n", | |
" anjmko+ndlb1UR3s6K8JlfphNWq9Ew/7c61T2BB/EbcaNkb8GBaE0tANH7/M34PLdhJDzjIcL9xPbdTG6zyM72Y+wXPHmvB489No\n", | |
" fm0b5HnbQ9Rgp/7DSSd29AeVvPeNyK6JcYl/yQVi5dBjuGvoV/gaJe47s45QUxrDmcYX0MBsdF7egvXZ7+O0vZA4X8QmOQWjlSK7\n", | |
" RDz5wIM30gp9UbWcGjXxhzdDu1SiNSpx6kcQB57rPnr/3dlkZarWLnlRq5oPET1dOCIOk4wALib9eeS5iygfhkd09H0DWphB/+gs\n", | |
" +PcOAS+ssrFmmXXgVfR0de9cpbAJfH3Q1jofW9DZk56dDcVsq9YcsoUMEd1qyLoT3BX1YiyHMJuk97hyjqIoE91t+NcTLeN0ZrfM\n", | |
" oXatZbu6G0h4VG+ibqq0IJVK6cAjo6serG3vSUezCMct0yQeSOFJSUImqb2qbknUpDqlZxE0QZ+ZUpSlZx79h4Nda6zef9dlk121\n", | |
" JDjbR5XggPRZlRnS6bRQRtLpn4++cuie/Yvn2svmNxuLw9WCcYIl4fEoTEGiSTUqJdfgU+8ROqf1iMkLzS389YtNPXc/PH8l8ONB\n", | |
" JZkHD+4JtD04HmVEDWWErmBhzV2/2LB1bemJG6krzv2S6NOHUgtEP0Oif5pE/3fHoruP7N8RiP61GArzSwbUhJJQpXJKiKbfr/3b\n", | |
" IhKq76sKPUdF9NW/LSqfSn6vjv8C45H/6FSgvZQAAAAASUVORK5CYII='\n", | |
" style='height:25px; border-radius:12px; display:inline-block; float:left; vertical-align:middle'>\n", | |
" </img>\n", | |
" \n", | |
" </td>\n", | |
" <td>\n", | |
" \n", | |
" <span style='font-size:12px'>SpectroChemPy's API - v.0.5.1<br/>© Copyright 2014-2023 - A.Travert & C.Fernandez @ LCS</span>\n", | |
" \n", | |
" </td>\n", | |
" </tr>\n", | |
" </table>\n", | |
" </div>\n", | |
" " | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
}, | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"Warning: Cannot change to a different GUI toolkit: widget. Using ipympl instead.\n" | |
] | |
} | |
], | |
"source": [ | |
"import numpy as np\n", | |
"%matplotlib ipympl\n", | |
"import matplotlib.pyplot as plt\n", | |
"import struct\n", | |
"import spectrochempy as scp\n", | |
"\n", | |
"# A couple helper functions to plot the micron axis and the cm-1 axis simultaneously.\n", | |
"def cmtoum(x):\n", | |
" return 10000/x\n", | |
"def umtocm(x):\n", | |
" return 10000/x\n", | |
"\n", | |
"def CreateDualAxisIRPlot(FontSize=12):\n", | |
" # Plot with two axes.\n", | |
" fig, axcm = plt.subplots()\n", | |
" axcm.set_xlabel('cm$^{-1}$', fontsize=FontSize)\n", | |
" axum = axcm.secondary_xaxis('top', functions=(cmtoum, umtocm))\n", | |
" axum.set_xlabel('$\\mu$m', fontsize=FontSize)\n", | |
" axcm.set_ylabel('Intensity', fontsize=FontSize)\n", | |
" axcm.tick_params('x', labelsize=FontSize)\n", | |
" axcm.tick_params('y', labelsize=FontSize)\n", | |
" axum.tick_params('x', labelsize=FontSize)\n", | |
" axum.xaxis.set_ticks([2.5,5,10])\n", | |
" axcm.xaxis.set_ticks([1000,2000,3000,4000])\n", | |
" return fig, axcm\n", | |
"\n", | |
"def FinishDualAxisIRPlot(fig, axcm, Title='', FontSize=12):\n", | |
" axcm.legend()\n", | |
" axcm.invert_xaxis()\n", | |
" plt.title(Title, fontsize=FontSize*1.5)\n", | |
" plt.tight_layout()\n" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 2, | |
"id": "e44e63b4", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"def ReadBeamline14IRSpectrum(FilenameRoot):\n", | |
" # Read the processed spectrum which has been processed via Kramer's Kronig to be just the imaginary part.\n", | |
" S = scp.read_omnic(f'{FilenameRoot} KK.SPA')\n", | |
"\n", | |
" # Read the raw data which is a reflectance spectrum, and therefore mostly the real part.\n", | |
" Sraw = scp.read_omnic(f'{FilenameRoot}.SPA')\n", | |
"\n", | |
" # Filter if desired.\n", | |
" #S = S.savgol_filter(window_length=10, polyorder=1)\n", | |
"\n", | |
" # Store the cm-1 axis and absorbance axis and save it as a csv.\n", | |
" SaveSpectrumAsCSV(S, f'{FilenameRoot} KK.csv')\n", | |
" # cm = S.x.data\n", | |
" # I = S.data[0,:]\n", | |
" # np.savetxt(f'{FilenameRoot} KK.csv', np.stack((cm, I), axis=1))\n", | |
"\n", | |
" # Return the spectrum.\n", | |
" return S\n", | |
"\n", | |
"def PlotSpectrum(S):\n", | |
" cm = S.x.data\n", | |
" I = S.data[0,:]\n", | |
" # Plot it.\n", | |
" fig, axcm = CreateDualAxisIRPlot(FontSize=10)\n", | |
" axcm.plot(cm, I, label=S.filename, linewidth=2)\n", | |
" FinishDualAxisIRPlot(fig,axcm,Title='')\n", | |
"\n", | |
"def PlotSpectra(Spectra):\n", | |
" fig, axcm = CreateDualAxisIRPlot(FontSize=10)\n", | |
" for S in Spectra:\n", | |
" cm = S.x.data\n", | |
" I = S.data[0,:]\n", | |
" # Plot it.\n", | |
" axcm.plot(cm, I, label=S.filename, linewidth=2)\n", | |
" FinishDualAxisIRPlot(fig,axcm,Title='')\n", | |
"\n", | |
"def SaveSpectrumAsCSV(S, Filename=None):\n", | |
" cm = S.x.data\n", | |
" I = S.data[0,:]\n", | |
" np.savetxt(Filename, np.stack((cm, I), axis=1))" | |
] | |
}, | |
{ | |
"attachments": {}, | |
"cell_type": "markdown", | |
"id": "3ff68701", | |
"metadata": {}, | |
"source": [ | |
"### How much epoxy is in the signal?\n", | |
"\n", | |
"By subtracting the strongest peak from the epoxy signal, we can set an upper limit on the amount of epoxy in the spectrum. It looks like 1% max." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 3, | |
"id": "b2c8adaf", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"application/vnd.jupyter.widget-view+json": { | |
"model_id": "3b2a4f99e34b436a9c94d2d9ab156335", | |
"version_major": 2, | |
"version_minor": 0 | |
}, | |
"image/png": "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", | |
"text/html": [ | |
"\n", | |
" <div style=\"display: inline-block;\">\n", | |
" <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n", | |
" Figure\n", | |
" </div>\n", | |
" <img src='data:image/png;base64,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' width=652.8/>\n", | |
" </div>\n", | |
" " | |
], | |
"text/plain": [ | |
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"MurchA = ReadBeamline14IRSpectrum('0006 Murch A IOM')\n", | |
"MurchAEpoxy = ReadBeamline14IRSpectrum('0008 Epoxy')\n", | |
"EpoxyACoeff = 0.01\n", | |
"MurchANoEpoxy = MurchA-MurchAEpoxy*EpoxyACoeff\n", | |
"MurchANoEpoxy.filename = f'MurchA - Epoxy*{EpoxyACoeff}'\n", | |
"PlotSpectra([MurchA, MurchAEpoxy, MurchANoEpoxy])\n", | |
"SaveSpectrumAsCSV(MurchANoEpoxy, f'0006-0008x{EpoxyACoeff} MurchA-Epoxy.csv')" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 4, | |
"id": "3bcec14d", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"application/vnd.jupyter.widget-view+json": { | |
"model_id": "7dfa1ddc4c2745e8bf8165d24c470396", | |
"version_major": 2, | |
"version_minor": 0 | |
}, | |
"image/png": "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", | |
"text/html": [ | |
"\n", | |
" <div style=\"display: inline-block;\">\n", | |
" <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n", | |
" Figure\n", | |
" </div>\n", | |
" <img src='data:image/png;base64,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' width=652.8/>\n", | |
" </div>\n", | |
" " | |
], | |
"text/plain": [ | |
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"MurchB1 = ReadBeamline14IRSpectrum('0011 Murch B IOM')\n", | |
"MurchB2 = ReadBeamline14IRSpectrum('0012 Murch B IOM')\n", | |
"MurchB = (MurchB1 + MurchB2)/2\n", | |
"MurchBEpoxy = ReadBeamline14IRSpectrum('0013 Epoxy')\n", | |
"EpoxyBCoeff = 0.04\n", | |
"MurchBNoEpoxy = MurchB-MurchBEpoxy*EpoxyBCoeff\n", | |
"MurchBNoEpoxy.filename = f'MurchB - Epoxy*{EpoxyBCoeff}'\n", | |
"PlotSpectra([MurchB, MurchBEpoxy, MurchBNoEpoxy])\n", | |
"SaveSpectrumAsCSV(MurchBNoEpoxy, f'00011+12-0013x{EpoxyBCoeff} MurchB-Epoxy.csv')" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 12, | |
"id": "2ff2bbd4", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"application/vnd.jupyter.widget-view+json": { | |
"model_id": "cf8a2b255e3045dd8406efd1347596d5", | |
"version_major": 2, | |
"version_minor": 0 | |
}, | |
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAowAAAGmCAYAAAD27NUbAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAA7EAAAOxAGVKw4bAADb2klEQVR4nOzdd3gU1dfA8e/W9B46oYQOoYp0CL0LWFF4QVGRZkFFVFARAaVZURCsICio/LDQBOkoSO+9BAiQQnrf+v6xyWQ3uwkBAkngfJ7Hx+zM7MzdTZg9e+6956qsVqsVIYQQQggh8qEu7gYIIYQQQoiSTQJGIYQQQghRIAkYhRBCCCFEgSRgFEIIIYQQBZKAUQghhBBCFEgCRiGEEEIIUSAJGIUQQgghRIEkYBRCCCGEEAWSgFEIIYQQQhRIAkYhhBBCCFEgCRiFEEIIIUSBJGAUQgghhBAFkoBRCCGEEEIUSAJGIYQQQghRIAkYhRBCCCFEgSRgFEKIYlCtWjW+/vprh20qlYq///4bgI4dO/Laa68xfPhwfHx8qFatGqtXryYyMpKuXbvi5eVF27ZtuXDhQnE0Xwhxj5GAUQghSqgFCxYQFhbGvn376NOnD0OGDOHZZ59l7Nix7N27F6vVyiuvvFLczRRC3AMkYBRCiBKqbdu2vPTSS9SqVYu3336b+Ph4unbtSt++falbty4vvvgimzdvLu5mCiHuARIwCiFECdWwYUPl53LlygHQoEEDh23x8fGYzeY73jYhxL1FAkYhhCgBLBaL0zadTqf8rFKp8t1mtVpvc+uEEPc6CRiFEKKYREdHKz+fP3++GFsihBAFk4BRCCGKyYIFC9i+fTvHjx/n5ZdfBuDIkSOkpKQUc8uEEMKRBIxCCFFMevTowZNPPsn9999PWFgYTzzxBFOmTCEmJqa4myaEEA5UVhn8IoQQd1y1atV46623ePbZZ4u7KUIIcV2SYRRCCCGEEAWSgFEIIYQQQhRIuqSFEEIIIUSBJMMohBBCCCEKJAGjEEIIIYQokASMQgghhBCiQBIwCiGEEEKIAknAeBO+/PJLHnzwQZo2bUq7du148803iY+PL/A5Q4YMoU6dOg7/ff/993emwUIIcZvNmTPH6R43evTofI9PS0vjzTffpFmzZrRs2ZL3338fk8l0B1ss7ibr1q3jySef5L777qNOnTpOf0vnz59nyJAhNGrUiM6dO/Prr79e95ybN2+md+/eNGzYkIceeogDBw7cptaXDtribkBptHfvXp566inCwsJIS0tjypQpjB07lkWLFhX4vCeffJLhw4crj729vW93U4UQ4o5p1KgRc+fOVR67ubnle+x7773HoUOH+O6770hPT+e1117Dy8uLl1566U40VdxlMjIyaNWqFW3atOGjjz5y2Gc0GhkxYgR169bl119/5eDBg0yaNIlKlSrRunVrl+c7e/Yszz//PKNHj6Z79+4sXbqU5557jr/++ouAgIA78ZJKHAkYb8JXX33l8HjChAk8/vjjpKSk4OPjk+/zPDw8KFOmzO1unhBCFAutVluoe1xSUhJ//vknX331FY0bNwZg7NixzJo1i+effx6NRnO7myruMv379wfgv//+c9q3detWrl69yv/+9z+8vb2pXbs2u3fv5ocffsg3YPz5558JCwtTsuQTJ05kw4YN/P777zz11FO37XWUZNIlXQQSEhJwc3PDw8OjwON+/vlnWrZsSf/+/fn2228xm813qIVCCHH7nThxgrZt29KjRw8mT55MUlKSy+OOHj2K1WqlRYsWyrbWrVuTmJjIhQsX7lRzxT3i0KFDNGzY0KFXr3Xr1hw6dKjA57Rq1Up5rFKpaNWqVYHPudtJhvEWGQwGvvjiCwYMGIBWm//b2a9fPypXrkxgYCAHDx5k9uzZJCcnM3bs2DvXWCGEuE0aN27MzJkzqVKlCpcvX+ajjz5i9OjRLF68GJVK5XBsXFwcvr6+6HQ6ZVtgYCAA8fHxhIaG3tG2i7tbfHw8QUFBDtsCAwMLnHvg6jkBAQEcPXr0trSxNJCA8RaYzWbGjRsHwOuvv17gsY8++qjyc506dVCr1UybNo2XXnrJ6WYqhBClTYcOHZSf69SpQ82aNenWrRtHjhyhYcOGDse6WmBM7oPidrmZBe1kETxn0iV9kywWC2+88Qbnz5/nm2++wcvL64aeHxYWRnp6OgkJCbephUIIUXyqVKmCr68vkZGRTvuCg4NJTk7GaDQq2+Li4oDcTKMQRSUoKEj5+8oRHx9f4N+aq+ckJCQ4ZR3vJRIw3gSr1crEiRM5ePAg3377Lf7+/jd8jhMnTuDp6XnPzrYSQtzdrly5QnJyMpUqVXLaV79+fVQqFbt371a27dy5E39/f6pWrXonmynuAY0aNeLIkSOkpaUp23bu3EmjRo0KfE7eCTT//fdfgc+520nAeBMmTZrEpk2bmD17NgCxsbHExsYqk1iio6Pp2bOnMjj24sWLzJs3j6NHj3Lp0iVWrVrFjBkzGDRokHTDCCHuCjNnzmTPnj1ERkayc+dOnn/+eZo2bUpYWJjTPdHf35++ffsybdo0Dh06xM6dO/nkk08YNGiQzJAWNyUxMZHjx49z8eJFwJaUOX78OGlpabRv355y5coxYcIETp8+za+//sqqVasYMmSI8vwPP/yQ8ePHK48fe+wxDh8+zPz58zl79izTpk0jNTVVmY19L5IxjDdh2bJlgOO4RIANGzZQuXJljEYj58+fJyMjAwCdTsf27dv59ttvycrKolKlSgwbNoxhw4bd8bYLIcTtcOXKFcaOHUtiYiJly5alXbt2jB07FrVa7XRPBNsX7ylTpvDUU0+h1Wrp378/Y8aMKcZXIEqzjRs38uabbyqPH374YQAWLVpEy5YtmT9/PpMmTeKhhx4iODiYSZMmOZTUiY2N5erVq8rjGjVqMGfOHGbOnMmcOXOoVasWCxYsuKd7BVVWGdkphBBCCCEKIF3SQgghhBCiQBIwCiGEEEKIAknAKIQQQgghCiQBoxBCCCGEKJAEjEIIIYQQokASMAohhBBCiALdFQHjggULaNeuHY0bN2bkyJHExsa6PC4xMZHJkyfTrVs3GjVqRNeuXfniiy+Ugts5Nm/eTO/evWnYsCEPPfQQBw4cuAOvQgghhBCiZCr1AePy5cuZN28e77zzDkuXLiUtLY2XX37Z5bExMTHEx8fz1ltvsXLlSiZMmMDixYuZN2+ecszZs2d5/vnn6du3LytWrKBZs2Y899xzN7Xm8wcffHDTr0uIorRmzZriboIQgNwXRckhf4s3ptQHjIsXL2bo0KF0796devXq8f7777N7926OHz/udGzt2rX59NNPCQ8Pp0qVKnTu3JmnnnqKDRs2KMf8/PPPhIWFMXr0aGrWrMnEiRPx8vLi999/v+G2rV279pZemxBFRf4WRUkhf4uipJC/xRtTqgNGg8HAiRMnaNWqlbItJCSESpUqcfDgwUKdIyEhAT8/P+XxoUOHHM6nUqlo1aqVsgaqEEIIIcS9plQHjAkJCVgsFgIDAx22BwYGEhcXd93nX7p0iV9++cVhTej4+HiCgoIcjgsICCjU+YQQQggh7kba4m5AcYmLi2P48OH06dOHPn36KNuLamntqKgorl69yi+//IJery+Scwpxsy5cuHBTwyqEKGoJCQnytyhKhLv9b9FgMBAVFcWjjz5K+fLlb/l8pTpgDAgIQK1WEx8f77DdVZbQXkJCAk899RRhYWG8++67DvuCgoKcsokJCQkFng9skwrsx0McPnyY06dP89hjjxXy1Qhxe93NN0ZRugwYMKC4myAEcG/8La5YsYKGDRsqj3v27EmvXr1u+DylOmDU6/XUrVuXnTt30rp1a8DWzXz58mUaN27s8jlJSUk8/fTThISEMH36dNRqx175Ro0a8d9//zls+++//xg6dGiBbenVq5fDL2DHjh20adOGGTNmULly5Zt5eUIIIYQQNyUyMpLXX3+dadOmKTHSrSjVASPA4MGDmTZtGmFhYYSEhPD+++/TvHlz6tWrR3R0NE8++SQzZ86kUaNGpKam8swzz6DVannrrbeUUjkajUYZB/nYY4+xZMkS5s+fT9euXVm6dCmpqan079//htrl6+sLQIcOHahXr17RvmghhBBCiALkVIvJiUduVakPGB955BHi4uKYPHkyycnJtGnThilTpgBgNBo5f/48GRkZABw9epTDhw8D0KlTJ+UclSpVYuPGjQDUqFGDOXPmMHPmTObMmUOtWrVYsGABAQEBd/iVCSGEEEKUDCprUc3yEA6OHj1KWFgYO3bskAyjEEIIIe6o48eP07p1a44cOUKDBg1u+XyluqyOEEIIIYS4/SRgFEIIIYQQBZKAUQghhBBCFEgCRiGEEEIIUSAJGIUQQgghRIEkYBRCCCGEEAWSgFEIIe4h4eHhXL58GYDJkyczb948APbu3Uvfvn2Ls2k3JCoqivDwcMxmc77HtGjRgkuXLt3BVgl7hfkd3YqBAweyd+/e23Ju4UwCRiFEsUpKSuK1116jQ4cO9OvXz2FNdoBdu3bx6KOP0r59e0aNGsXVq1eVfXv27GHUqFF06tTJ5WpM/fv3p3379oSHhxMeHs4LL7yQbztSUlKYMmUKPXv2pGPHjjz88MMsXLiwUK9h5cqVDB8+3GGbfTB2u+3du5cWLVowfvx4h+2nTp2iRYsWjBw5Utm2ZcsWKlWqdMPXyBt8nTt3jldffZVOnTrRsWNHRo0axaFDh5T9V65coUWLFgwZMsThPImJibRp0+aGV8/Kq3z58mzZsgWNRgPAyJEj+e23327pnPeanN+RyWS6LefP+zu6Fa7+PS1btoz77rvvls+dV96/pb1799KlSxfWrVsHOP9bWLx4Mb169eLs2bNO57refaVFixZ06NCB8PBw+vTpw8cff+wQYC9YsIAWLVpw9OjRIn+dN6rUr/QihCjdZs2ahU6nY+3atZw6dYqXX36ZWrVqUaNGDRITE3n99deZOHEi7du3Z/78+UycOJFvv/0WAA8PDx544AG6d+/O999/7/L8H374IS1atLhuOz7++GMyMjL4+eef8fb25uLFiy4/AO4Uk8mEVlv4W3RAQACHDh0iMTERf39/AFatWkWVKlWKvG2RkZEMHz6chx9+mHfeeQetVsvKlSt54YUXmDNnDo0aNVKOzcjI4OzZs9SoUQOAv/76i4oVK2I0Gou8XUIUtZ07dzJhwgTefvtthxXicnzzzTesWLGCL7/8kqpVqzrtL8x9ZcmSJYSEhBAREcHIkSOpUqUKDz/8MFarlTVr1uDr68uqVauKpPj2rZAMoxCi2GRkZLBx40ZGjBiBp6cnTZo0oUOHDqxZswaATZs2ERoaSteuXXFzc2P48OGcPn2aiIgIABo0aEDv3r1vKmOW17Fjx+jRowe+vr6o1WqqVatGly5dANeZmJwsxPnz55k+fTqHDx8mPDyczp07s2LFCtauXcsPP/xAeHg4r7zyCgCxsbG8/vrrdO/enf79+7Ns2TLlfAsWLOCNN97gnXfeoVOnTqxcuZKjR48ydOhQOnXqRM+ePfn444/zbb9OpyM8PJz169cDYDab2bBhAz179nQ4rii6ab/66isaNmzI6NGj8fPzw8vLi4EDB9KrVy8+//xzh2N79erFqlWrlMerVq2id+/e+Z57wYIFzJo1C7AFzR06dOCzzz4DIDMzk3bt2pGcnOzwO5k7dy4HDhxg9uzZhIeHK88HW4b64YcfpkuXLsycOZP8FjezWCwsXLiQBx98kK5du/Lmm2+SlJQE5P7+V6xYQe/evenVqxdLlixRnmswGPjoo4/o3bs3vXv35qOPPsJgMGA0Ghk8eLDyezabzTz77LN8/fXXXLt2jfbt25OYmKic5/jx43Tv3t1lxs9sNvPdd9/x4IMP0rFjR4YOHUp0dDQAhw4d4sknn6RTp048+eSTDpnekSNH8uWXX/Lss8/SsWNHXnjhBeWaI0aMAKBLly6Eh4dz6NAhIiMjGTVqFF27dqVbt268/fbbpKSkKOfr378/P/zwA4MGDaJDhw5MmTKFuLg4XnrpJTp27MiYMWNITk52eN9yXk9BbQF444036NmzJ506deK5555TAqv8/j3179+fXbt2Ffg7gNzhFkuWLKFHjx706tWLP//80+Xfgb1t27YxYcIEpkyZ4jJYnDdvHn/88Qfz5893GSxCwfeVvKpVq0aTJk04d+4cAPv37+fatWu8+uqrrFu3rti/ZEnAKIQoNhcvXkSj0TjcbGvVqqXcMM+dO0etWrWUfR4eHlSqVEnZXxjvvPMO3bt354UXXuDUqVP5HhcWFsa8efP4888/uXjxYqHPX716dd544w0aNmzIli1b2LhxIw8++CA9e/ZkyJAhbNmyhY8++giLxcKrr75KrVq1WLVqFXPnzuWnn35ix44dyrm2bNlC586dlUDvww8/5PHHH2fTpk3873//o2vXrgW2pU+fPqxevRqwZUaqV69OcHBwoV9LYf33338uP/S6du3KoUOHyMzMVLb16tWLdevWYTabOX/+POnp6YSFheV77qZNm7Jv3z7A9mEbFBTE/v37ATh8+DBVqlTB19fX4TmjR4+mSZMmjBs3ji1btvDaa68p+7Zv387333/PkiVL+Pvvv9m5c6fL6y5btowtW7bw5Zdfsnr1anx9fR0CT7AFHsuXL2fOnDksXLhQCVa+++47jhw5wuLFi1myZAlHjx7l22+/RafT8d5777FgwQLOnz/PwoULsVgsDBs2jODgYO677z7+/vtv5fxr1qyhW7duLjPLP/74I+vWreOTTz5h06ZNvPXWW7i5uZGUlMTLL7/MwIEDWb9+PYMGDeLll192CMT++usv3n77bdauXYvRaGTx4sUAzJ8/H4ANGzawZcsWGjVqhNVq5amnnmL16tX8/PPPREdH89VXXzm0ZdOmTcyZM4dff/2V7du3M3bsWEaPHs26deuwWCwOX4Tyyq8tAG3atGH58uX89ddf1K1bl3feeQfA5b+nvPL7HeSIi4sjNTWVVatW8dZbbzFz5kwlsHVl+/btTJo0ienTp9O2bVun/V988QV///038+fPL/AL643cV86dO8eBAweoXbs2YPty1a5dO7p166a0qThJl7QQwsnjS48QkZB5/QNvUbm0i3h5eTls8/b2Jj09HYD09HQCAgLy3X897733HnXq1AFg6dKlvPjii/zyyy/4+Pg4HTtu3Dh++uknfvnlF95//30qVKjAuHHjaNOmzc28NCfHjh0jISGBZ599FoBKlSoxYMAA1q9fT+vWrQFo2LAhHTt2BMDd3R2tVktkZKTSzdywYcMCr9GoUSOSk5O5cOECq1evpk+fPg7BW1FJSkpyGYgGBwdjsVgcPojLli1L1apV2bVrF3v37i0wuwi29+DSpUskJiayf/9++vXrx/Lly0lPT2f//v00a9bshtr65JNP4uPjg4+PD/fddx+nTp1S3m97K1asYNy4cZQrVw6A4cOH88ADD/Duu+8qxzz77LN4eHhQs2ZN+vbty19//UWLFi1Yu3Yt48aNIzAwUDlu+vTpjBw5kho1avD0008zfvx44uPj+e6775QxfX369GHZsmU88sgjmM1m1q1bx4cffujydfz++++88MILypernKBi9erVhISEKO9rjx49WLZsGdu3b1cmMfXt21d5XteuXdm6dWu+71dISAghISEA6PV6Bg0axNdff+1wzGOPPUZQUBAATZo0ISAgQPl31rFjR3bv3p3v+QtqS79+/ZSfhw8fztKlS0lNTcXb2zvf8+Uo6HcAoNVqeeaZZ9BqtbRt2xZPT08uXLiQ77+pvXv3UrVqVYfhFfb+++8/evfuTfny5QtsV2HuK0OHDkWtVuPr60v//v154IEHyMzMZOPGjUyaNAmtVkuXLl1YtWqVy0znnSIBoxDCSURCJidiCxeU3QqrWoU+Lc1hW1paGp6engB4enqSVsD+62ncuLHy81NPPcWqVas4cOAA7du3dzrW3d2dYcOGMWzYMFJTU1m0aBFvvvkmf/zxx42+LJeuXr3KtWvX6Ny5s7LNYrHQpEkT5XFOsJLjrbfeYsGCBTz66KNUrFiRZ5991mXb7fXq1Yuff/6ZvXv3Kpmcoubn58e1a9ectl+7dk354IuPj1e29+7dm1WrVnHo0CHmz59fYJe4u7s79erVY//+/ezfv59hw4Zx6tQpDh48yL59+3jsscduqK05gU3OufP7snH16lVef/11VCqVsk2j0Ti8DvvfT4UKFZQu02vXrjkEDhUqVCA2NlZ53KdPH+bNm0enTp0cxpR26NCB6dOnc/nyZS5evIi3t3e+49Sio6OpXLmy0/bY2FinoKVChQrExMTk+x5kZGS4vAZAfHw8H374IQcOHCA9PR2LxeL0BSsnKANwc3NzelzQ+fNri9lsZt68eWzYsIHExETl95CYmFiogPF6vwM/Pz+HzO313ocRI0awYcMGXnvtNT788EP0er3D/qlTpzJ16lT8/Px47rnn8j1PQfcVPz8/ABYtWqQE6Tk2b96MRqNRsps9evTg+eefJyEhwelL9J0iAaMQwkm1APc7cp0q3l5Ems1cvHhR+SA9deoUoaGhAISGhjqMf8vIyCAyMlLZf6NUKlW+Y9jseXt789RTT/H9999z5coV5YMoMzNT+fCKi4u77rXslStXjooVK7J8+fJCP6dKlSpMnToVi8XCpk2bePPNN1m/fj0eHh75nqNXr148/PDD9O7dG3f32/N7bNGiBRs2bOCBBx5w2P7333/TsGFDp+t27tyZ2bNnU7duXSpUqHDdMZRNmzZlz549nDx5kvr169OsWTN27tzJ0aNHadq0qcvn5H3vblS5cuV4++23Hb5k5Lhy5QpgC9qqVasG2ErG5GRZg4ODiYqKUib2REVFUaZMGeX5M2bMoF27duzcuZMDBw4oXxLc3Nzo2rUra9euJSIigl69ehXYvsjISOUaOcqUKcOmTZsctkVFRbnMoubl6j374osvUKlULFmyBH9/fzZv3szs2bOve65b9ddff7F161Y+//xzKlasSGpqKl26dFH+vV7v93u938GNcnd355NPPuGFF17gjTfeYObMmQ4BZ5UqVfj8888ZNWoUbm5uPPnkk9c9Z977Sk7A6MqqVatIT093+DdmMplYt24dAwcOvOnXdSskYBRCOFn6eP5jzIraxBOdWLBgARMnTuTUqVNs3bpV6QLr2LEjn332GRs3bqRt27Z8/fXX1KpVS/nQtlgsGI1GTCYTVquVrKws1Go1Op2OqKgooqOjqV+/PhaLhZ9//pnExMR8u5i++eYbWrduTa1atbBYLCxduhQfHx+qVq2Kp6cnZcuWZe3atTz44IOsWrWKyMhI5blBQUHExMRgNBrR6XSALQuTU+8QbBN0vLy8WLhwIQMHDkSn0xEREUFWVhb169d32aY1a9bQqlUrAgIClCyPWl3w0PNKlSrx5ZdfFslEoPw8++yzPPXUU8ydO5fBgwcrs6RXr17NnDlznI738PDgiy++cBp7mJ9mzZrx5ptvUq9ePXQ6Hc2aNWPu3LlUrFgx3+xKYGCgEtjdjIceeoh58+YxadIkKlSoQEJCAocOHSI8PFw55ptvvmHixIlcvnyZlStXMnnyZAC6d+/Ot99+S/369VGpVHzzzTfKZKPVq1dz4sQJlixZwtatW5k8eTJLlixRsuS9e/fm3XffJSEhgVGjRuXbvv79+zN//nyqV69OSEgIZ86coUyZMrRp04bZs2ezdu1aunbtyqZNmzh//jzt2rW77msOCAhArVZz+fJlpZs4PT0db29vfHx8iImJcRhjeDulp6ej0+nw8/MjMzOTuXPnOuzP++8pr4J+BzfLy8uLTz/9lDFjxvDWW28xbdo0hxJBNWrU4PPPP2f06NHo9XqeeOIJp3MUdF/JT0xMDLt37+aTTz6hZs2ayvalS5eyatWqYgsYZdKLEKJYjR8/nszMTHr06MFbb73F66+/rmQJAgICmDFjBvPmzaNr164cPXqUqVOnKs/dv38/7du3Z+zYsURFRdG+fXul1mJaWhozZsygS5cu9OnThx07dvDJJ58oJWdcee+99+jevTt9+vRh165dfPzxx8oH+4QJE/jhhx/o1q0b586dcwg8mzdvTmhoKL169VIGqPfr14/z58/TuXNnxo0bh0aj4cMPP+T06dMMGDCA7t27M23aNFJTU/Ntz44dO3j88ccJDw/nww8/ZOrUqbi5uV33PW3SpMktZVeup0qVKnz11VfKa+nduzebNm3is88+c5mhA6hfv77LLlVXGjVqRGZmppJNDA0NRa/X55tdBFsR5w0bNtClS5ebyog9/vjjyt9Px44defrpp51q3zVr1oyHHnqIMWPGMHjwYFq1agXA008/Tb169Rg0aBBPPPEEderU4emnnyYqKoqPPvqId999F09PT3r27Em9evUcZrs3btwYtVpNnTp1qFixYr7t6/HwADyb1GbEmNF06tSJqVOnkpWVhb+/Px999BE//vgj3bp144cffuCjjz4q8O88R0536fDhw+ncuTOHDx/m2Wef5eTJk3Tu3JmXX375jo2Z6927NxUqVKBv374MHDjQaWJU3n9PeeX3O7hVPj4+zJkzh4sXL/Luu+9isVgc9teuXZvPPvuMr7/+muXLlyvFyqOiopRjCrqvuLJmzRpq165Nq1atCA4OVv4bOHAgp0+fLrZyXyprYfpnxA07evQoYWFh7Nixg3r16hV3c4QQQtykK1euMGDAAP79998bqo1ZWKNGjaJHjx4MGDAg/2P2/M5PFw/hq3PjfN9xaFSS7xEFO378OK1bt+bIkSNFUsNR/uKEEEKIYnLs2DFOnjypZKbz89NFW23FZGMW6SYpei7uPBnDKIQQQhSDd999ly1btvDqq686lZcqSJbFhA/XH5ogRFGSgFEIIYQoQMWKFZUi3UXJvsbjjcg03561n4UoiHRJCyGEEKVIlkUCRnHnScAohBBClCKSYRTFQQJGIYQQohQx5intIsSdIAGjEKJYJSUl8dprr9GhQwf69evntJTdrl27ePTRR2nfvj2jRo3i6tWryr49e/YwatQoOnXqRP/+/Z3OPWrUKLp3706nTp0YNGgQW7ZsybcdCxYsoHXr1oSHhyv/2S/jV9xWrlzJ8OHDlcepqak8++yzvP7665hMJiZPnsy8efOU/WfPnqVXr14sWbLE5fl+//13Hn30UTp27EjPnj15+eWXlWUYJ0+eTJs2bQgPD6dr1648//zzREREKM+9fPkyLVu2ZMaMGbfnxYoCWaQanigGEjAKIYrVrFmz0Ol0rF27lvfee48ZM2YohWkTExN5/fXXGTFiBH///Tf16tVj4sSJynM9PDx44IEHePHFF12e+5VXXmH16tVs2rSJCRMmMGnSJJdrIOfo1q0bW7ZsUf7buHFj0b7YIpKcnMzzzz9P+fLlmTZtmlNtwFOnTjF69GiGDRvG4MGDnZ6/b98+5s2bx9SpU9m8eTPLli2jS5cuDscMGTKELVu2sHLlSgICAnjvvfeUfatXr8bHx4f169djMBhuz4sU+TIjGUZx50nAKIQoNhkZGWzcuJERI0bg6elJkyZN6NChA2vWrAFg06ZNhIaG0rVrV9zc3Bg+fDinT59Wsl0NGjSgd+/e+S6DV6tWLSWYUqlUmEwmoqOjb6qtLVq0YNmyZQwYMIBu3brx2WefKas+WCwWvvnmG/r160ePHj2YNGmSsoLL2LFj+eSTT5TzTJgwgSlTpmAwGOjatStnzpxR9sXHx9O+fXsSEhLybUdiYiKjR48mNDSU9957zylYPHr0KGPGjGHUqFE89thjLs9x7NgxwsLCqFOnDgB+fn707dvXZWkXd3d3evTo4bC6xOrVqxk5ciRarZZt27Zd550TRc0kXdKiGEhZHSGEk8f/XUpEWv5BS1GpkGBEo9E4rKtaq1Yt9u3bB8C5c+eoVauWss/Dw4NKlSpx7tw5ZT3p63n55ZfZvXs3BoOBVq1a3dLKS5s3b2bhwoVkZGQwZswYqlSpwoABA1i5ciWrVq1i3rx5BAQE8O677zJr1iwmT57MW2+9xeDBg2nbti1xcXEcO3aMJUuWoNfr6datG2vWrFGWM1y3bh33339/vuslJycnM2LECJo0acIbb7yBSqVy2H/s2DGWL1/OK6+8Qu/evfN9HQ0aNGD+/PksWLCAli1bUq9ePfR6vctj09PTWbt2LbVr1wZsyzHGxMTQvXt3zp8/z+rVq52yk+L2MkuXtCgGEjAKIZxEpCVwIiX/rtuiYk0yEZAnq+Xt7U16ejpgC1byBk/2+wvj448/xmQysWvXLiIiIlCr8+9Y+fvvv9m+fbvyuE6dOg7jAocOHYqfnx9+fn488cQTrFu3jgEDBrB27VoGDRqkZDrHjBnD448/zttvv01wcDBvvPEGkydPJisri1mzZimZvD59+vDGG28wZswY1Go1q1evZsiQIfm2Lzo6mqysLN5++22nYBHgyJEj+Pr60qZNmwLfk6ZNmzJjxgx+/fVXli5ditlsZsCAAbz44otoNBoAlixZwi+//IJer6dBgwZMmjQJgFWrVtG6dWt8fX3p0aMHI0aMID4+nsDAwAKvKYqO2SoZRnHnScAohHBSzct1hquoVTAZuZY90SJHWloanp6eAHh6eioTMVztLyytVkubNm1YunQplStXpkOHDi6P69q1q8NYvbzKli2r/Fy+fHllPOS1a9coX768wz6z2Ux8fDxly5alXbt2zJo1i6pVq9KkSRPluLCwMDw8PNi3bx/BwcFERkbm2zawZV+7dOnC2LFj+eKLL5Qu5RyPPPIIkZGRPP/888ydOxdfX998z9WmTRvatGmDxWJhz549TJgwgapVq/LQQw8BMHjwYEaNGuXwnMzMTDZs2KCMI23UqBHly5fnr7/+4oknnsj3WqJoyaQXURwkYBRCOFna5vE7cp2MjAy6fLKUixcvUqVKFcA2YSM0NBSA0NBQVq1a5XB8ZGSksv9Gmc1mIiMjb7q9MTEx1KhRA4CoqCiCg4MBCA4OJioqSjkuKioKjUajZN3mzZtHtWrVuHLlCn/99Rc9evRQju3Tpw9r1qwhKCiIzp074+ZW8JJvjz/+OAaDgeeff54vv/xSaQ+AWq1mypQpvPHGG7z44ot8/vnneHt7F3g+tVpNixYtaN68ucM4RVc2b95MWloaM2fOZPbs2YBttvbq1aslYLyDTJJhFMVAJr0IIYqNh4cHnTp1YsGCBWRkZHDw4EG2bt1Kr169AOjYsSNnz55l48aNZGVl8fXXX1OrVi1l/KLFYiErKwuTyYTVaiUrKwuj0QhAREQE//77L5mZmZhMJtasWcP+/ftp1qzZTbf3hx9+IDk5mejoaJYtW0a3bt0A6N69Oz/99BOXL18mPT2defPm0a1bN7RaLfv27ePPP//k3Xff5d1332X27NnExMQo5+zVqxdbtmxh7dq1BY47tDd06FAef/xxxowZw4ULFxz2abVaPvjgA/z9/Xn55ZfJyMhwev6WLVtYt24dycnJWK1Wjh49yr59+2jYsGGB1121ahUPPPAAP/74I4sXL2bx4sV89dVXnDp1ymHyjri9pEtaFAfJMAohitX48eOZMmUKPXr0wM/Pj9dff13JmgUEBDBjxgxmzZrFpEmTaNCgAVOnTlWeu3//fodu0/bt29OsWTO+/PJLrFYrX331FefPn0etVhMSEsK0adOoW7duvm1Zv369U63GFStWKJnC8PBwhg4dSmpqKn379qVfv34A9OvXj2vXrjFixAhlcs24ceNITU1l8uTJvPbaa5QtW5ayZcvSr18/pkyZwmeffYZKpaJcuXLUqVOHyMhImjZtWuj37ZlnnsFgMDBmzBi+/PJLh306nY4ZM2bwyiuv8Morr/Dxxx/z+uuv06RJE4YNG4aPjw/Lli1j1qxZGI1GgoKC+L//+z969uyZ7/ViYmLYs2cPP/zwg5JZBVt2tXXr1qxatYqXXnqp0O0XN08mvYjioLJa5S/vdjh69ChhYWHs2LHjlmZlCiFKhhYtWrB8+XJCQkKK/NxTpkwhODjYacygEDn8/zdF+XlRy0foV0k+V0TBjh8/TuvWrTly5AgNGjS45fNJl7QQQhSjK1eusGnTJiVbKcT1SJe0KA4SMAohRDH58ssveeKJJ/i///u/fIuPC5GXdEmL4iBjGIUQohB27dpV5OccOXIkI0eOLPLzirubZBhFcZAMoxBCCFGKSIZRFAcJGIUQQohSROowiuIgAaMQolgdOHCAZ555hk6dOtG1a1eeffZZjh07Vqjnjhw5kt9++81hW4sWLbh06dJtaOmNW7lyJa1atSI8PNzhv9jY2GJt1+TJk5227dq1i0cffZT27dszatQorl69mu/z33nnHXr16kWnTp14+OGHnX4H69ev57HHHqNjx44MHDiQzZs3F/EruLfkLWYiK72I4iBjGIUQxSY1NZVXXnmF119/na5du2I0Gjlw4AA6na5Y2mMymdBqi/a22LBhQ7766qsiPefN+uyzz5Ti4JmZmcydO5dBgwbh7u7O66+/zsSJE2nfvj3z589n4sSJfPvtty7P8+STT/LWW2+h1+uJiIhg5MiR1KlTh3r16hETE8OkSZOYPXs2rVu35p9//uHNN9/k999/l/Wmb1Le8FDGMIriIBlGIUSxuXjxIgA9evRAo9Hg7u5Oq1atqFWrFgALFizgnXfeUY6/cuUKLVq0wGQyMXfuXA4cOMDs2bMJDw9n1qxZPPfcc4BtHeTw8HDWr18PwLZt2xg8eDCdO3fmmWee4fTp08o5+/fvz8KFCxk0aBDh4eGYTCYWLlxInz596NixI4888shtmfCSc+3vv/+egQMH0qVLF9577z2ysrKU/b/99hsPPfQQXbt25dVXX1Uyk9OnT+eNN95QjpszZw6jR4/GarXy+OOPs23bNmWfyWSiW7dunDp1iqFDh7JixQr27t3LO++8Q8eOHSlfvjybNm0iNDSUrl274ubmxvDhwzl9+jQREREu212jRg30ej0AKpUKlUqlLLkYExODj48Pbdq0QaVS0a5dOzw8PG5pScZ7Xd6MonRJi+IgGUYhRLGpUqUKarWad999l+7duxMWFoavr2+hnjt69GgOHTpEz549GTBggLK9RYsWLFmyRCmwfeLECaZOncqHH35IvXr1WLNmDePGjeOXX35Rgp5169bx8ccf4+fnx+XLl/nll1/4/vvvKVOmDFeuXMFiuX0f0GvXruWzzz7D3d2dV199lW+//ZZRo0axe/duvvjiC+bMmUNoaCiffvopEydOZMGCBYwdO5bBgwezcuVKKlWqxB9//MHixYtRqVT07t2bNWvW0L59ewD++ecfgoODqV27NomJicp1VSoVGo0GgHPnzilBOtiWbKxUqRLnzp1TlmHMa8aMGaxcuZKsrCzq1KlD27ZtAahXrx7VqlVj69attG3blm3btqHX6x3OL26MJU+OUSa9iOIgAaMQwkncgscxXYu47dfRBlfjq6++YtGiRbz//vvExcXRpk0bJkyYQFBQUJFc47fffuPBBx8kLCwMgL59+/L9999z5MgRZV3pgQMHUq5cOQDUajVGo5Hz588TEBBAxYoVb+n6R44coXPnzspjPz8/VqxYoTx+9NFHlWsPGzaM2bNnM2rUKNauXcsDDzygLGU4ZswYunTpwpUrV6hYsSLvvfceL730Ep6enowbN045R69evfj2229JTU3F29ubNWvWKGtzL1q0iAcffJD09HTGjx/PvHnzKFeuHOnp6QQEBDi029vbm/T09Hxf1+uvv864ceM4fPgwe/fuVYJvjUZD7969efvttzEYDMra1h4eHrf0Pt7L8mYYpUtaFAcJGIUQTkzXIjBFnbgj16pevTqTJk0CICIignfeeYePP/7YYc3oWxEVFcWqVav4+eeflW1Go9Fh4klOsAUQEhLCyy+/zFdffcW5c+do1aoVY8eOpUyZMk7nHThwoPI47xrUOcLCwgocw2h/7fLly3Pt2jUArl275rDutaenJ35+fsTGxlKxYkUaNGhAxYoVSUhIoGvXrspxZcqUoVGjRmzatImOHTvy77//8sorrwDw4osvKsd5eHgo2z09PUlLS3NoV1paGp6envm2G2zBYZMmTVizZg3Lly9n4MCB7Nq1izlz5jBv3jzq1q3LiRMnePXVV/n000+pXbt2gecTruUNGGXSiygOEjAKIZxog6sVy3WqVatG3759lQych4cHmZmZyv64uDiH41Uq1XWvUa5cOYYNG8bTTz+d7zF5z9OzZ0969uxJamoq06dP5/PPP3eaWVy+fPl8g8QbER0d7fBzcHAwAMHBwQ4zlTMyMkhKSlIC119++QWj0UiZMmX44YcfeOqpp5Rj+/Tpw++//47ZbKZhw4aULVvW4Zo5AXqO0NBQVq1a5XCtyMhIQkNDC/UazGazMkbx1KlTNG3alPr16wNQv359GjRowK5duyRgvEl5u6RNt3GIhBD5kYBRCOEk6Lmld+Q6ERERrF2yhK5du1KuXDmio6NZt26d0n1cu3ZtFi1aRFRUFN7e3ixcuNDh+YGBgVy5csVp2+XLl5UxjP3792f8+PG0aNGCBg0akJmZyd69e2natCleXl5Obbpw4QIxMTE0btwYNzc33NzcbusYxl9//ZV27drh7u7Od999R7du3QDbRKC33nqLnj17Uq1aNebOnUtYWBgVK1bkwoULfPnll8ybNw93d3eGDRtGmzZtlIAsPDycmTNnEh8fz5AhQ67bho4dO/LZZ5+xceNG2rZty9dff02tWrVcjl+Mj49nz549tGvXDjc3N3bt2sW6deuYMmUKYAsQFy5cyKlTp6hduzYnT57kwIEDPPLII0X3pt1jpEtalAQSMAohio2npydHjhzhxx9/JCUlBR8fH9q1a8cLL7wAQMuWLenWrRuDBg3C39+foUOHsnXrVuX5AwcOZPLkySxfvpxevXoxbtw4hg8fzuTJk8nKyuLNN9+kW7duTJw4kVmzZnHp0iXc3Nxo3LgxTZs2ddkmg8HAF198QUREBFqtloYNGzJhwoSbfo2HDx8mPDzcYdu8efOUDFyPHj148cUXiY2NpUOHDkomtEWLFowYMYLXX3+dlJQUGjZsyNSpUzGZTEyaNImhQ4cqAeKoUaOYNGkSCxcuRK/X4+7uTqdOnVi3bh2dOnW6bhsDAgKYMWMGs2bNYtKkSTRo0MBhSMB3333HgQMH+PTTT1GpVCxfvpzp06djtVopX748r7zyivIamzVrxvDhw3njjTeIj4/H39+fYcOG0apVq5t+D+91zgGjdEmLO09lzVsRVBSJo0ePEhYWxo4dO6hXr15xN0cIUQL179+fiRMn0qJFiyI/99dff83Fixd57733ivzc4s5KMGRQfeVs5fG4Ou14q8H1vwiIe9vx48dp3bo1R44coUGDBrd8PqnDKIQQd5mkpCT++OMPh3JDovTKm2G0OpXyFuL2k4BRCCHuIr/99hsPPPAArVu3VsoGidJNuqRFSXBXjGFcsGABixYtIiUlhdatWzNlyhSnEhg55s6dy8aNGzlx4gQNGzbkp59+ctj/33//MXToUIdtPj4+7Nmz57a1Xwhxb/r999+L/JwDBgyQzOJdRgp3i5Kg1AeMy5cvZ968ecyYMYOQkBDef/99Xn75ZRYvXuzyeLPZTL9+/QgNDeXSpUv5nnfr1q2o1bYEbM7/hRBCiDtN6jCKkqDUB4yLFy9m6NChdO/eHYD333+frl27cvz4cZeTTXJmX86ZM6fAgDEoKAitttS/PUIIIUo5KasjSoJSnTozGAycOHHCoVxDSEgIlSpV4uDBg7d07u7du9OhQwdGjx7N2bNnb7WpQgghxE2RLmlREpTqgDEhIQGLxUJgYKDD9sDAQKcVIQqrTJkyTJ06lS+++IKPPvoIgEGDBt30+YQQQohbIbOkRUkgfa55hIaGOiyH1bhxY3r16sVvv/3GM888U4wtE0IIcS/KGyBKl7QoDqU6YAwICECtVhMfH++wPT4+nqCgoCK5hk6no06dOso6qflZs2YNa9euVR5LRlIIIURRkEkv4lZ88MEHDjFRz5496dWr1w2fp1QHjHq9nrp167Jz505at24NwKVLl7h8+TKNGzcukmuYzWbOnDmT7zJiOXr16uXwCzh69ChLliwpkjYIIYS4d+XNKMoYRnEj3nzzTVnpBWDw4MEsWrSI9evXc+LECSZOnEjz5s2pV68e0dHR9OzZk0OHDinHX7lyhePHjxMbG0tGRgbHjx/n+PHjyv6FCxeyadMmLl68yPHjxxk/fjzx8fE88MADxfHyhBBC3ONklrQoCUp1hhHgkUceIS4ujsmTJ5OcnEybNm2YMmUKAEajkfPnz5ORkaEc/9lnn7FixQrlcU6B25MnTwK2mdfTpk0jOjoaHx8fGjZsyA8//EC5cuXu3IsSQgghsuWdJZ33sRB3gspqldz27XD06FHCwsLYsWOHy3qQQgghRGEcTYqm7YYFyuNHQ8L46v4Hi7FF15dlNuGmKfU5qVLt+PHjtG7dmiNHjkiXtBBCCHG3K21d0k/vWk7InzP5/fKx4m6KKEISMAohhBAlmFOXdAnuGIzPSud/kccwWMw8+d/y4m6OKEISMAohhBAlWN74sCTPkj6TGn/9g0SpJAGjEEIIUYKVpjqMScZMh8cyTeLuIQGjEEIIUYI5ryVdcscwppuNDo9TTYZiaokoahIwCiGEECVYacowZuQJGFNMWcXUElHUJGAUQgghSrDSVIcxwyQZxruVBIxCCCFECeZcVqcEB4wWk8PjFKNkGO8WEjAKIYQQJVhpqsMoGca7lwSMQgghRAlWmuow5h3DmCwZxruGBIxCCCFECZa3NE1J7pLOO0taJr3cPSRgFEIIIUqwvBlFawme9GKwmB0eS8B495CAUQghhCjBSlMdRpPFsW1pMobxriEBoxBCCFGClaZZ0karY4YxPc8kGFF6ScAohBBClGClqXC3MU+GUWZJ3z0kYBRCCCFKsFLVJZ03w2iWDOPdQgJGIYQQogQrTV3SMobx7iUBoxBCCFGClaZZ0kardEnfrSRgFEIIIUqwUtUlnSfDKF3Sdw8JGIUQQogSLG/h7hI96SXPGEbpkr57SMAohBBClGDOGcYSHDDKGMa7lgSMQgghRAlWmia95O0uT5M6jHcNCRiFEEKIEqx01WHM0yVtlgzj3UICRiGEEKIEy9slbSnBk16kS/ruJQGjEEIIUYKVpi7pvIW7DRazU9ZRlE4SMAohhBAlWN4AMW/GsSQxuch+yjjGu4MEjEIIIUQJlresTkmuw5i3SxqkW/puIQGjEEIIUYI5j2EsuRlGg9m5+zldJr7cFSRgFEIIIUqw0jRLOt1kctomXdJ3BwkYhRBCiBLMedJL6eqSlvWk7w4SMAohhBAlmFOXdAme9OIqYJQu6buDBIxCCCFECVaayuqYkUkvdysJGIUQQogSzHkt6ZLbJW3JCRjtmpwqYxjvChIwCiGEECVYaZr0oqxCY9Yq26RL+u4gAaMQQghRguWtw2h1sa0ksFitoMp+YBcwSpf03UECRiGEEKIEczXJpSSOY3RYAtBil2GULum7ggSMQgghRAnmqgu6JM6UNtqPrbTLMEpZnbuDBIxCCCFECeZqkktJnPhiss8wSpf0XUcCRiGEEKIEM1lcZBhLYJe0KZ8MY7pZuqTvBhIwCiGEECWYq2LYJXEMY5b9OtJWDVhsM2CSjVnF1CJRlCRgFEIIIUowo9k5YLSUwC7p5Cy7TKJVBRYNAIlZEjDeDSRgFEIIIUowVxnGktglnWRwHTBKhvHuIAGjEEIIUYIZXYxhLIld0vYZRm+dVgkYU4wy6eVuIAGjEEIIUYKZXI5hLHld0ikGk/JzoIdeCRhl0svdQQJGIYQQogRz2SVdAuswJtt1SQd75gaMGRYJGO8GEjAKIYQQJVhp6ZJOzcrNMJbxdFMCRoPVWCKXMhQ3RgJGIYQQogRz1SVdEie9pBhzM4lBHnpU2QGjFSsG+6LeolSSgFEIIYQowVwHjCVvDGOaMTfD6KnT4KXV5+6T1V5KPQkYhRBCiBKs1HRJ20168dTq8NHlBoypZgkYSzsJGIUQQogSzOXSgCVw0ot9htFbp8VP76Y8js+UWoyl3V0RMC5YsIB27drRuHFjRo4cSWxsbL7Hzp07l0ceeYSwsDCeeOIJl8ds3ryZ3r1707BhQx566CEOHDhwm1ouhBBCFMxcSsrqpJscu6QD3dyVx5eS04qjSaIIlfqAcfny5cybN4933nmHpUuXkpaWxssvv5zv8WazmX79+tG7d2+X+8+ePcvzzz9P3759WbFiBc2aNeO5554jISHhdr0EIYQQIl8mF93PJbFLOt2UO7HFW68lyN0uYExNL44miSJU6gPGxYsXM3ToULp37069evV4//332b17N8ePH3d5/AsvvMDQoUMJCQlxuf/nn38mLCyM0aNHU7NmTSZOnIiXlxe///777XwZQgghhEuusoklcZZ0hkOXtI6yHrkBY1SaBIylXakOGA0GAydOnKBVq1bKtpCQECpVqsTBgwdv6pyHDh1yOJ9KpaJVq1YcOnToltsrhBBC3KjSUlbHPsPoptFQztNDeRydnlkcTRJFqFQHjAkJCVgsFgIDAx22BwYGEhcXd1PnjI+PJygoyGFbQEDATZ9PCCGEuBWuup9LYsCYYTeGUatWU9HbU3l8LSOjOJokipC2uBtQ0kg1eiGEECWJq4DRTMmb9JJhl2HUqdRU8s6dJR2XJbOkS7tSHTAGBASgVquJj4932O4qS1hYQUFBTtnEhISE655vzZo1rF27VnksGUkhhBBFwWXAWAKTG5l2AaNWraaM3SzpJAkYi80HH3zgEMP07NmTXr163fB5SnXAqNfrqVu3Ljt37qR169YAXLp0icuXL9O4ceObOmejRo3477//HLb9999/DB06tMDn9erVy+EXcPToUZYsWXJTbRBCCCFymF3VYSyBAaN9l7RGpcZbm5thTDZKwFhc3nzzTRo0aHDL5ynVYxgBBg8ezKJFi1i/fj0nTpxg4sSJNG/enHr16hEdHU3Pnj0dJqxcuXKF48ePExsbS0ZGBsePH3eYUf3YY49x+PBh5s+fz9mzZ5k2bRqpqan079+/OF6eEEKIe5yrZQBLWh1Gq9VKptmuS1qtwVsrK73cTUp1hhHgkUceIS4ujsmTJ5OcnEybNm2YMmUKAEajkfPnz5NhN9j2s88+Y8WKFcrjAQMGAHDy5EkAatSowZw5c5g5cyZz5syhVq1aLFiwgICAgDv3ooQQQohspWHSS5bZ6tAmrUrtsJZ0lsWIwWxBryn1eap7VqkPGAFGjBjBiBEjnLZXrlxZCQRzTJ8+nenTpxd4vk6dOtGpU6cibaMQQghxM0pDwJicaQKVY8DoptagQoUVK6jNxKQaqOznXsBZRElWZKH+e++9R0RERFGdTgghhBC4Dg5LWpd0SpbZIWDUqFSoVCr0quy8lNpMdKp0S5dmRRYwrl+/npo1a9KhQwe++eYbkpOTi+rUQgghxD3LZYaREpZhzHLMMOrUGgDc1TrbBrWFKAkYS7UiCxi3bdvG6dOn6dq1KzNnzqRChQo88cQTrFmzBouLKvVCCCGEuD5X2cSSVlYnPt0Iqtx2alW28MJTkx0wqsxEpzgGjAaLmV5bvqfF+rlcSEu8U00VN6lIR59Wr16dd955h5MnT7JhwwYCAgJ48MEHqVSpEuPGjeP06dNFeTkhhBDirucqm2g0l6xETGy6EezaqVXbwgsvbf4Zxu2xEeyIu8SplDheO7DmTjVV3KTbMl3p/PnzrFu3jvXr1+Pp6cmAAQM4ffo0DRs2ZMaMGbfjkkIIIcRdydUYxiy7EjYlwbU0o9OkFwAffXYtRrWZqDwZxpMp15Sf9yVeuf2NFLekyALGpKQkvvrqK9q1a0ft2rXZuXMn06ZNIyoqinnz5vH777/zyy+/MG3atKK6pBBCCFEqWK1W1p2OZ+v5xBt+ruuAsWRlGG0BY+7jnIDRT5ddWsfFpBf716W2f7IokYqsrE758uUJDQ1l6NCh/PLLL1SoUMHpmPDwcO67776iuqQQQghRKvxx4hpP/nIcFbB2WGNahvgV+rmlIsOYbgC79a1zuqQ9lS5pM1dSHFd7OZeQnvvAKgFjSVdkAePmzZtp2bJlgcf4+vqyadOmorqkEEIIUSosOxQD2Eb5/e9o7I0FjC7GMBpKWIYxOtXgsks6d9ILRKVkOjxnZ2SC8nOGsWRN4hHOiqxL+oknniAuLs5pe2JiIqGhoUV1GSGEEKLUSTPkZgRj04w39FxXGcaSFjCeictwDBizy+p42q32EpuRicluXeykrNz3oYRN+hYuFFnAGBERgdlFijw9PZ0rV2QwqxBCiHtXul3AeDVP1+z1uAwYLcXXJW0wWzh9LR1rdrsMZgsXEjMLzjACqC3E2I1jtNplTiVeLPluuUv6vffeA0ClUjF79my8vb2VfWazmZ07dxIWFnarlxFCCCFKrat2gdLVlBsrYO2yS9pUPCGWxWql78JD7IpMJry6P4serU90qgFb4vB6AaNtpnRFX9vMaYvdmMeSttShcHbLAeP69esB2wywrVu3otPl/nHodDqqVq3KRx99dKuXEUIIIUolq9XqULT6anIWVqsVlapwEz2sLgLGrGLKMB6LSWNXpG0lty3nE3lg0SHGd6hi25lnaUCwm/QCoDZzNTUL8AEcX4NF4sUS75YDxm3btgEwbNgwPv30U3x9fW+5UUIIIcTdIj7DhNEuIsoyW0nIMBHoqSvgWblcZd+Kq3D3oahUp8crT2TXU8wOGLUqtRIM249hRG1xqMVocAgYJWIs6YpslvR3331XVKcSQggh7hp5C1YDXE7OKnTA6CrDaCimJXcPRaU5bcuZAW4fMObwytMlbd8db7Cb9yDhYsl3SwFjhw4d+OOPP/D396dDhw4FHrt169ZbuZQQQghRKkW5mORyOTmLhuW9XRztzPWkl+IJGI9Gpzpty2mdXqvCAOjUuQGjh33AqLIo74XVasVotQsYJcNY4t1SwNilSxf0er3ysxBCCCEcXU11zjAeuJpKz9pBhXq+qwxjcXVJH4+xFdtuVN6b8/EZpNjN/g7w0BANaOwyjHnHMOas9pJpsjjOkpaAscS7pYBx0qRJLn8WQgghhE20iy7pXZeS+fdCEp46NU0q+hT4fJcBo4tJLxcTM/l8ZyTh1f3pUyf45hucj9g0A9fSbbUTG5Tzooq/GytP5NZfDvTUEJ2eu8oLgJfGfgxjbpd0SpYZVHazpFUSMJZ0RVaH8dy5c0RERCiP//nnH55//nk+//xz+eYghBDinhVll2Gs6GMLoDaeS6D3woN0+WY/uy4lF/h8V5+gRrPj1nSjmQcXH2bBris8+ctxzsVn3HK789odmaL8XL+sFy+0ruyw39vNFlLYj2H00DrWYcwZz5mcZXKYVQ1WzDJVukQrsoBx8ODB7NixA4DIyEh69uzJ+fPnmTFjBhMmTCiqywghhBClSk6QpAIeqOeY+TNb4ZcjMQU+vzCTXhbui+JsdpBosljZcDbB6Tm36u8z8crPHav70zLEj0GNy6FRwdz+tTGTM+lFoxyXtw7jtXQjBrPFKcOIykK6sWStj12UUoxZZJpNxd2MW1JkAeOxY8e4//77AVi2bBmtWrVi1apV/PjjjyxZsqSoLiOEuM2iM1M5kHC1uJshxF0jZ6JHWW89j4SVddp/voBsoNVqddlLZ8wTMP58ONrh8fEY59nMt2pbRCIAZbx0hJXzAmBu/zpce6s9gxqXV7rJHbqk84xhBFsAnZzpnGFMNxb9uMySUK5nx7WLVPlzJh03fkWa6caKtpckRRYw2lu/fj39+vUDoEqVKly7du12XEYIUcT+uHycOqs/puOmr/npwsHibo4Qd4WcLuly3nqaV/KhVpCHw/7TcfkHjAazNU9gZWOyCxgNZgtHox0DxBOx6bfSZCdRKVlKO9tX83coOp7zs9lqa5PWbp+nxrEOI8CZuHSSDWbH16WyOiyfWBRmndhGxd+n887hv4v0vDfq89M7sQInUq6xPfZCsbblVhRZwNimTRumTZvGkiVL2Lx5Mw888AAAZ86coWLFikV1GSHEbWKxWhn636/K4/lndxdja4S4O1itVqVLuoKPHpVKxad9a9Ohmr9yzKWkTLJMrrNrGfbb7eIr+wzj8Zh0W2BpJyKhaMcw7rIbv9imip/LY0zZAaNOndsl7VhWxxYQHo1Oy84w2ndJF22G0WSxMO3YZjItJj47vYPUYszsrbp6Uvk5xXRj64iXJEUWMM6dO5eYmBhmzJjBJ598QrVq1QBYtWoVvXr1KqrLCCFukwtpjmOeojOd660JIW6M/Sov5bMnvLSp6scfQxvxUhvbpBGLFSISMl0+P9OYm4lT231k22cYd0c6T5q5kmIgM58g1JWkTBOjfz/Jx9svuuwC33s59xrNK7ue1W3Kfp32ZXVcdUkfjUkjKdOEQwSsgjRD0Y3xi8xIcnh8PjU+nyNvP/tJQOlmY7G141YV2Uov1atXZ9WqVU7bZR1pIUqeTLOJDdFnaexfnsqetmzB8eRYh2PiDOlYrFbUhVzvVgjh7Kpd0e5y3nqHfTXsuqbPxKdTp4yn0/Ptgz77bmD7pQb/uZAbHD3RuBw/HbSNZ7yYmEntYOdzuvLFzkh+zH5eqyp+tM6TRcyZIe2hVdOgrJfLc+QU4rYPkHRqDTqVGqPVgl5nxYBttZiq/u5OXe0pRRgwJhocA/CL6Uk09C9fZOe/ETld9UCpnvhSZAEjgMlk4tSpU8TExGCxOP6Rd+rUqSgvJYS4BVOPbeLz0zup7OHHvh5j0Ks1HEqKcjjGYDFzJSNZCSiFEDcuMik3YKzs5+awr2ZgbjB3Np9xjLaAMXv2MRrM2IIyk10QcvKabbxiiJ8bLSr7KAFjRELhA8Zv9+ROdNt1KdkhYDSaLRy4agsYm1TwRqdx3TlptuSMYXTc76HVYTRm4e2hIh44EZtGs4rejl3SQIqh6LJviUbH9zMuq2jHdN4I+7A4UzKMsGnTJv7v//6Pq1edZ1eqVCrM5rt3urwQpc3np3cCtm6bQ4lRNA+sxKHEKKfjzqTGScAoxC2wDxhDfN0d9jlkGPMLGI0WWz0esrt6s6OPnC5pq9WqzLKuEehBNf/ccxZ2HKPValUKcgNEJjuOs9txMVkZX5g382jPmDPpRe0YMHpp9CQbs/DITrBarLDpXAKUd8wwphlvX4Yx3lB8AaO9jFKcYSyyMYxjxoyhb9++XLlyBYvF4vCfBItClBx5y0x03fwtBouZgy4CxpMpUuFAiFtRUIaxrJcOH71tgsjpONcBjX2G0X5sYE6GMSrVoEyMCQ30oFpAblCa37jIHEsORDHmj5P8e9FxvF9OttNqtfL7sVge+fGwsq9brcB8z5dlsQVDertJL5C7PKBWm5tRvJxscOqSTjYWXfYtyZg3YCz6QuY3I6sUB4xFlmG8ePEi48ePp3z54hkjIIQonPgs5xvn0guHuJyRPag91Q+8bR8gp1PinI4VQhTepaTcwKVSnoBRpVJRr6wXuyKTORKVhtliRaN2HDPs0CVtHzBmj2G0X9GleqAHlf3c0KhsBcHPFlDf8Vx8Bi/8eQqLFZYccKzheDY+A4vVyrz/LjNx3Tlle1kvHfdX9s33nDl1GN3UjqGFUrxbbUatsmUYbW+AY5d0kWYYS2jAmGEpvQFjkWUYe/fuzc6dO4vqdEKI2+R4nPOMyp8uHMp9kFwGLLZbwynJMApxS3IyjMGeOjx1Gqf9zSrZZhynGMwus4yZptwuafuuXrMSMOYGRqGB7ug0aqoH2rql88tagm1mdX4r8V1IzKTjV/sdgkWA2b1roVXnPwkuK7s30SnDmB0wZppN1LEfU5knw5hepF3SjgFi3jGNxUXGMAKtWrVi3Lhx7Ny5k7CwMHQ6ncP+p59+uqguJYS4Bcfjk5y27Yi/mPsg3Q+yPMEjVQJGIW5RZLItoMvpjrZaLKT/+z1WsxGv9s9yX8XcEjV7LqdQt4zjDOR8M4zZXdL2q8SEBtgCxdrBnpyJyyAiIZNMkwV3rXNu6Eh0wSvBHIpyLKu19PEG9KwdlO/xJosFS3Y73TR5u6RtgxfTzQbal/PieE5R8TwZxtQinCWdZMwq8HFxkVnSwJw5c3B3d2flypWsXLnSYZ9KpZKAUYgS4mxiSv47LWrI9LL955FKVGYql9KTCJGJL0LcMKPZwtXsot05AWPq35+QvPI9AJJXT6P5iA3K8Xsvp/B/TRyHdWXYTXrR2a3RnDPp5ZzdxJac8Yu1gzxZTRwWK5yMTadxBW+ntuUNCMGWobTPWIJt5vWu0c3xcJEdtZdlzGRkxA6eurSHi5UbY23aF5XO9ppzMoxpJiP1y+SfYcwwFd18h7xjGJONBY/nvFPsZ7eXNkUWMJ4/f76oTiWEuI0upOQfMGqzfJndpzZj/42CANu4pq2xEQyu2vhONU+Iu8aVFIPS7Rvi507yqmmk/DVL2W/NSMbrt9GU8ZhEbIaFvZed/20mZ+UWuNbbZe7SjbbgKmecYiVfvRLU2RfW/vlwtFPAmGmy8N8l29CUCj56GlfwRq9RM6tXTV744xRbIxKpV9aTd7tUp301/+vWYrVkppD8WR9eiLQNbWlwYTdp27/Bu9NoIHfSiwUrtcvmzOK2KoGw8ppMRZd9y7uyS3FlGM15AsSccZ6lUZGvJW21WomMjJSZ0UKUUJdTc8c1hXo5znjsE1KdAQ3K4GMMVrZtjS69a58KUZwi7Sa81OUyKetmOx1jjNjNCN0/gC3rl5ZnPeXkzNwgys1ubGC6yYTFauV8dkawWkBuOZ0O1f2VWOyLnZc5HJXKrkvJNP9iNwN/OsLGswlKQfChTcuz9PEwFj1an3Leen4eFEbUhHZserYZ4dUDClW4P/2/H7FEHnLYlrr9a6zZ3a+edssDhgZn19ZxsT52UU56SXMKGIsnw5iVJxYySMAIGRkZjB49Gg8PD6pVq8aFC7YPmddee42PP/64qC4jhLhF0Rm5Y5f6V6rrsG9co+b4u2t5qXlNMNs+nHbFOM6gFEIUjv0s5bBLKyC7pJU+tDXl3toL2QFgj7j/KfsqTf+Hy3Z1EJMyc5cGtB8baLHaAszU7ACzVpAHWWYTO+MuodNa6RQaoBzbfsE+un93gDNxGfx1Op5By44q+zraHXczrGYTqRvnKI/PedjOZ449R+qmL4DcMYwAvh4qHg0r4zR+ESCzCLuk8y7Bl2zMdLnk4e1myDMr2n5Jx9KmyALG8ePHs3//fjZu3Ii7e24dqA4dOrBo0aKiuowQ4hYkZhiJzcz9EOtZoTa+Wts4o8FVGytLZw1qUh4MtoxFlMF5kowQ4vr22XUxl4vcDIDaO5jgF/5EW7YGHo0eACAw6SRNTceVY9/fHKH8bN8l7eawwoqVlcdzJ6XVDPJk2rHN9NzyPQ9tX8KcfrWv2z53rZrmlVyvC11Ymcf/xpwQCcDqsnUY2ehhDDpbDJDy98dYMpLwssswppuNLHiwLluea+J0rqLskk7Pk2E0W62kFcMM5byTXIyleAxjkQWMK1as4PPPP6dNmzYO613Wr1+fM2fOFNVlhBC3YPP5RKzq3BtYNa8A1oY/xeJWj/Jp077K9oq+brhbbIPTM8ggoxSXghCiuOzJDhjD9NdQxdvG+bvV7YxKY5s+4NVhuHLsoIxVys/2a0Mn2XVJe2jtph2orPzmEDB68NnpHQDsiLuEl7uVn58Io4AqOIxoUTHfZf6ux5KeSPLqD4hf8Liy7esqLbjs4cfxRv0BsKYnkrxmBh72AaPJiEqlopyPzumcGUUYMLoKDpMMd75bOitPF7SMYQSSkpLw83OeSZmQkOBUYkeI2y3VYObFP08xdVMEf564lu86rfeaU9fSQZN7U/bTuVPfryx9K9Z1Ws6rrD63QO+5lIQ71kYh7gZpBjPHYmzDP55RbVW2u9frovysr9EGbcX6APQw/IufxTYRJSIhk5hUW4YsOjV3RRRdnvqG9ssJVgt0LAoekZZA91qBrHmqMTN71mD1k405N641dbNnKQ+/vyLvdql+U6/NkpZA3IInSFk7Q9lmrBjGSe+yAJxt+iBqL1sJnvQdi/Cx65bN6So2WJ0Dpyxz0WXf0k0uAsZiGMeYt0taAkagU6dOzJ8/X3msUqkwGAxMnTqVbt26FdVlhHCy9XwiQ34+RpUZ/zDytxPEpRupPP0fFu2PYva2iwz5+Rj3fbGbKRtlJv+FxEwlYNSrNbhr8i+UYD8h5u/LF/M9Tgjh7MDVFCxW8LOk0DlqqW2jWotb3dyAUaVS4dVqCAAazIzwzV2Cb/P5BCISMth5KbfQvn0dRvtJI1q1Cq3esQs2NssWrLYM8eO5FpVoU9WPQE8d/468jzOvtmJWr5oOvYGFZTVmEftJDwzndjhsT+ryUm7TPPzxamcrpWfNSqXFupnKvpyuYldj+YqyRqGrXpHiCBidMozSJQ2ffvopv//+Oy1atCArK4vnnnuOGjVqcPjwYWbPdp4ZJsTNWrDrMp2+3sfGs/Hc9/lu+v1wiD9PXCM5y8zSQzF0/Wa/y+d9uP0SXb/ZT/dvD/DvhXtzXN6FhNyAMUDnUeCx4WVzsw8f7N/rsASZEKJgh6JsAVtz4xG0Zlug4t1xJBqfYIfjPBr3U34epNmt/PzcipN0/eYA9uVndGrHMYw5qgW488fVYw7nTchnKTy1SkWwl97lvuuxpCUQ+2kvTNGnHLYHjfmN5Gr3K4/1ag1ebYeh8rD1UpQ59y9fH/gFjcWidBW7yrQVVeFui9XqNOkFILkYSusYzNIl7aR69eocPXqUF154gbFjx1KrVi3eeustDh48SEhISFFdRtyjUrJMyn/j155l/5VUHlpyxOVaqecT8v8WuedyCrsik+m98CAfb7/IvsspfLPnChcTM/nlcAyvrTnDleSSsSLA7XAhMROyxzD6690LPLZj5QqQZTsmU53KkF9sH0hZJgvTNkUw599LWIph1qEQpcHh7MLY9pNZPO571Ok4TUAldFWbA6C7+C+P1vNX9l1Ldwx6NCp1bulCuwxjzSAPfr10xOHYol472ZKZwrXP+2G8uM9he9DIX3Gv09GhXIybWoPGvyIBT+TOnm6deJHJp9YpmT9XmbbELGOR3FPss4s+djO0iyfDmGeWdCnOMBZZ4e6tW7fSpk0bhgwZ4rDdZDKxdetWOnToUFSXEveY7/Ze4eVVRT9xavLGCCDCaftXu6/wStsQ3u5cje/2XmVXZDLj2lehZpCn07GlidFssZXrKG+7mfrrCg4Ym1TwxlfjRTKZoMviaHQaUzdFMHtbbve0j5uWp+6rcFvbLURpdDjaFjC2sJwEQKX3Qlexgctj3Wq1w3hhDxgz+bB+DJdSg+26onMDKLVKhV6tye7mzN3euLwXfyfEOZwzvwzjzbBaLMR/Nwzj5dwuc9QaAp9eiHv9roBjfcGctaQ9mvTHp+d4UtbauqT7Rx1lW8JlqNLIZZe0xWohMcNEoOetzXuwH7+Ynq6F7O764hnDKHUYnXTq1In4+Hin7UlJSXTq1KmoLiPuMV/+d7lQweKJl1vSuoqvw7aljzfgjfCqbB7e9Iav+9E/l3h7/XleWX2GpYdieP6PU9d/UrbkLBMrjsYSm2a4/sF30OXkLNu3d01OhrHgLmmVSkXbiuVsDzRmUJtswaJbKtTYAyFHmb71PCaLZBmFsGcwWzgRk47eaqCOwXb/0ldrrsyOzktfJfcelTL/EVY8mjscxE2X+zGtQqUEY6ht/+589Bra1nJ3ylwl3mJwZDWbSN+1lKtvhnJlbCBZx/9W9nl3fZkKMy/h0Si3soL95A43u9fp23sCKa2fsjUZCP/mCeIXPYc5Ndb5oiorMUVw30wz557DbChZGUaj1GG0rfDiagBtREQEvr6+Lp4hRP4yTRb6/3CIN/46e91jD7xwP+V93Pisb22q+NtmCv79dBN61g7ijfCqNKngw5lXW+HnrkWnVjG7V81CteHznZHKzzsvJeP/3lae/+MkV1Nyu6yvpRlYfiRGKX2RmGmiyox/Gbb8OAN/Oqp0r0SnGnj+j5MsPhBV6PegqLt7LyRk2orlZn/Q+F0nwwjQIMBuJRjf7BIeFc6CRxr4XSNKdYUj0c5r0gpxLzsWk4bRYqWB6Qxaqy3bpa/eIt/jdVUcv9Sa/lvIkZda8HLbEH5+or6y3ZZhtAVjNYLceK19Ff4ddR9u7s5j/1JuYLye1WQg8+hfmJOuArbu56h3G5KweCSWNLtEkM6dshP+w6/fJNR6xx4X+xVN7Ne8BjB1eA77MCljz894282wVqisRCY5t/tMXDqzt120VXkoBIcZ0sbc2ePFMYYx70QeUynOMN5yl3T16tVRqVSoVCqaN2+Oxq4SvdlsJjo6mscff7yAMwhhM3dnJJ/+G0looDs7LiZf9/gnGpdjWrdQpfuiVrAnB19o4fKLS7CXnpOvtCLdYCbQU8ez91fkQmImx6LTqF/Oi67f7Cc27fq1BhcfiGZ3ZAr96gWz5lQcR6LT8j1235UUAqds48lm5fn3QhKn4zJYfCCa5EwT/eoFU9nPFrDtu5zCb8diebxxOeqX9cJitfL4T0fZFpHINw/Xo3edoOu2qzDsZ0jD9ccwAtTxtRugX/kkeCaDd2LuNr9YjkSn0aTCrRX/FeJu8s56W0WG+4y5K6roq7fM93hNQAgqvRdWg+1+kvr3J1TqOJpJXarb1kTOHjaoUeVmGAO9NEzsWA2AI1edu5+TTdfPppniL2GKOUPc3AeVbV7hI8g8th5LdvBoL3DY9+jK17Gd35iFp0anlOOynw1svyINgKdfeTYE16TbtdzeIo/TW9EE1Masdpz5/c2eq3StmftFNctkoff3B4lJMzJr6wW+e6T+de+JDhNe7ALGOEPhAs6i5NQl7aKcUGlxywHjW2+9hdVq5bnnnmPs2LEO2USdTkfVqlVl/KK4LovVyvQtF0jOMtvqjuXxcZ+aJGWaeXeD7Ub89H0V+KhPLafjCioT4a5V467NvTlV9Xenqr8taDr+cit2XUpmd2Qykzeep6Be1pPX0pm1rfBlZhbuc8wqTlh3jlnbLvL7kEakGcz0+v4gAJ/tiGT4/RVpFeLLujO2b/WT/j6n3ByPRqfh667hq11XOBufwUd9alHOu/CzHSMS8gSMhcgwtggMQaNSYc7Jdgbm+RDxjWNfVCL/R/lCt0OIu9nR6DS2RiQC0M6YXbFBo0Nfo1W+z1GpVJR7Zx8xM8OxJEdhSYvHcPYf3GqHY7bralbbdUnbByJxWc6BUIqx4K5dw/ndxH7+AOTppk3bMt/pWJ+e4/FsPRRtQGUAll08xMg9v9MsoCIrOwzFQ6NzmGjiqXG8L3lqdIyr35dWCRf5+PR6PDNT0GSm0DLxIv8GVrM70sqaU3FEJmUqX6iHrzhBTPaX+SyzlUHLjvJxn5oMu69ivq/NYR1pkx4salBbuJqRku9zbhfnwt2lt0v6lgPGZ555BoBatWrRpk0bKdItbsqJ2HSSs1x/83qyWXnl5nB/ZR92XUpmWBFPtNCqVbSp6kebqn4MaVqetvP3cjXl9o1BTMgw0WHBPqftX+2+wle7ryiPT8dl8OeJa1xOynLqnvf30PJFvzqFvuba03F5MowFj2EEqOrlz9LWj/Povz+5PkBlZW9sNFDX9X4h7jHbsoNFD2smzUwnANCHtiJZpWXCnj+o71eWMTVbOn251fiWI/CZRVz7uDsA8T+MpPw7BxyGpmjVapcBY7yLzFmKybn71WoxY0lPJG7+QNskmwLoQ1vh0+0V9DXbonbzUrZbrFbePLQOK7A34Qobo8/Rp2KdPAGjYxzgqdVjUmvYHlSdFRXGMHjddAC+OrScT6u35asqLbGqVMrM77BPd/Fs8woEe+n5w241mxzTNl3g/5qUz3eVGocMo0VjyzK6ZXAl4/o9V0XNIF3SzsLDwzGZTBw7doyYmBgseaLozp07F9WlRCmWZbLw0spTWAFfNy3pRjMjWlRi6cHofJ/ziV0msW1Vf9pW9b+tbQz01HH4pZZkmiyYLVYOR6Wy/0oKq07GORTRLUiLyr7siiyam9OQn4+53L7kQDRLDkTzzUN1STdaaBniS4ifG1q1yuFGajBbGLzsKMdi0sEn90ZamAwjQLfyNfnm/gd5ZvcKZZu7Wktm9mDug3HXOBqdRoNyXvmdQoh7xtHs1V3uMx5FY7X9G3Gv05GPTv3DjxdtvQkdy1YnzK+c03P1VZuj9quAJekqlqSrJP3+Fqa+7yr7NSo1eo2rgNHWJV0uM4UWKVcZdHE3F4OqYw0fhiq7y9cUf5Frn/TCnHjZZbv9Hp5O8p9TsBrSUOk9CRz2HRo/5y/msVlpDiV7TqbE0oc6DuMGHZYwxDGAPBlcA12lMIyXbWWAXjr/DxZUfF21pW2Mdbav9zj2Zix8tB6jfjtJutHCtXQjG84m0LO2665ph3Wk7QPGzBKQYZSyOrBp0yaGDBnClStXnPapVCrM5tIbVYuis+xwNEsPxThsW3Ig/2Cxir/bTa1GcKu0ahXeetuNuV01f9pV8+eFNiHEphmYv+uKQ2kZFXB1QjtUwIazCQR4aGldxbZM5l+n4vh271Uik7M4G5dBpqnobxbP/O+Ew+NKvnr2jLkfD52t/d/uucr6M9lL++VZFrCw6vmWdXg8rm47ph7bbHugy2TyhvP8PCjsxhsvxF0mZxJYR2tuXUS32uF8fWiD8vh0yjWXAaNKrca353gSl70MQNr2b1H5VaJG2jUiPAJtAWP2hBL7SSZxWek0TL7K0n0/KtsapUSRvvMH3Bt0J37RcxhOb3O+nmcA3uEj0AZVw+P+gWiDq5O2czFebYa5DBYBpyzdhbREwLH2oUeeDKNWrcYtuxxQitlE0KjlXJrWAl2GbQGFR68e4uuqLelVN5A1/zhfs1ftIPrXK0ONQA/azbf1zPx4MDrfgNGhO96itnVLYxt3mWLMwkfn5vJ5t0PepQENFnO+k4RLuiILGMeMGUOfPn2YPHky5cvLeCbh2rbziTd0/Pvda9yehtykMl563upUjSp+bry48jT1y3qy6dlmuGWPjcw7GLtH7SB6ZN/U0o1mZm29yD8XkthzORmrFdY81ZiG5b3RaVRsPZ/IIz/aPmT83bUkZua/6kGj8t4cinI9O/lysoHv9l5ldCvbeKNN5+zWgVbf2KSXHDV9gvDW6kk1Gajs4cujIQ1zA0Z9JuvOxHMpKZMQv8KfU4i7jcli5XiMrXu4tdk24UXl7osupAkp+9YoxyUVMFvXq+0wrKYskpa/ARYz1j/f5Y/sfTvTHudgNdtYSPsVQ6zxlxyCxRyJS19y2pZD7VueMq+sRxuYu7CGe4MeuDfoUeBrvJJnHGBUpu0+VFCXNICvzp3YrDSSTVlofMux/8nvqPbtEMoa0qicmUyQIY37Knnz5nNNGfX7SfzdtVTydaNGoAejWlUCIKycNw3Le3E4Ko2VJ67le8+JzbAbl5mTYcx2NTPljgaMeTOMAGarFe29HDBevHiR8ePHS7AoANvA71+PxDCocTmOxaZxNi6D51pUwljImn3Bnjr2v3A/Pm5F9idapIY2q0D7av6U99ErweL1eOo0TOpiq692Ni4DnUZFFf/cm13XmoEkvN0esxWiUrJoN3+fy6BxQP1gvn+kPgazhbLTtru81oR15yjrrWdbRCJ/nbZNoAnw0PJsp4rMOmkbC3kjGUa9WsPc+/rxx+XjvFa3PZU9fdGq1Lbabzrbzfn+L/Zw6fU2+Y4rEuJudy7e1ougsxoJybT9O9NXvc+p/qLDpAwXvNoMI2Xdh1hSHGsVttj3M0tD7gNy6/tZrVae3vhRodvo0/N1vMNHovYKKPRz7OXNMEZnB4zpBWQYAXx1braAMXuSTZpnIF9VacHEM5sACEuOwmix0Ki8N/+MuC/f6z93fyVe+PMUFiusOhHHyJaVnI65lllAwJiRQu08yzPeTlku1sc2Ws1oi66q4R1TZJ/GvXv3ZufOndSoceczQgsWLGDRokWkpKTQunVrpkyZQpkyZVwem5aWxtSpU/nrr7/Q6XT079+f8ePHo80ec/Hff/8xdOhQh+f4+PiwZ0/BA4RLCqPZct0P7FSDmZUnrtGisi+hgdef+HAzhi0/xqlrGXz8zyVl27RNEfi5F/wn981Ddano60b1APcSGyzmqH4L712NINfPValUaFVQ2c+dU6+2QqtWobb7JhqTaqCMl+1mrNeo+WNIIwYsPoSbRs0b4VWZlD2LHODZPF3VD9QNJtUcoTwu7BjGHP0q1aNfpXrK4xBPP86nJYDednPONFl4ZfUZ5jxQ+4bOK8TdYn12dYNa5gtoLLYAKm+NRbh+wKjSueHb920Sf3rRYbvaaqFKim1IT06G0XhxP+XScieG/N1iCPPMVuYf+h/BxtzJMLqq9+HRsA/encaguoUMW96ZxjEuMowuA0at7Zo5tRBNVgvHfXK75eukxTrMCM9P37pBjF0JZiusOnnNZcAYnZ47xrKshzsxdhndy3d44ourDKPRYsFD4+LgEq7IPpFbtWrFuHHj2LlzJ2FhYU6zpZ9++umiupSD5cuXM2/ePGbMmEFISAjvv/8+L7/8MosXL3Z5/HvvvcehQ4f47rvvSE9P57XXXsPLy4uXXnJM3W/duhV19mBhtbp4vwlYrVbMVtu4OleOxaRR3lvP+LVn+PP4Nb4cUJcHG7gOmAGmbDzP/F1XKOOl4/jLrTgTl86hqFT61SvjUHbmRuUEq2P+OMmpa851wcxWiM9w/rZ1/rXWPLfiBOV93BhQvwyafF7nvUbvIvAvm6eMTofq/px4uRVuWjV+7lqeaFyO2h/tdHm+wU3KsTA6N4i8kQyjK9W8AjifloDGPQszVkDFD/ujmNK1Ov4eUi1B3Ht+P2YL3B7P+kvZpq/SxOk4+5VI8uPVeiieLQcTObU56mu5XwRDkq+CVzklEEn5+2Nl3/4KYZxp1I8TZ3bSsc1IDjTogN+xdbjXCb9uV3NhXc50DLhistKwWK3KpBe9WqPUZrTnm32/yQkYjRYzp71yM311UmO5WIgahQEeOlpV8eOfC0nsvJhMpsni9LkVk56bYWxZOYA/T+c+vtMzpfOu9AKOwwlKkyILGOfMmYO7uzsrV65k5cqVDvtUKtVtCxgXL17M0KFD6d7dVorg/fffp2vXrhw/fpx69eo5HJuUlMSff/7JV199RePGjQEYO3Yss2bN4vnnn3coOh4UFKRkHYtTYqaJLl/vJ8tsYeXQRlQLcMxM/X48lid/Oe6wbfTvJ+lbNyjfTON3e22zz2LTjJyNy6DndwdJzDRx4Eoq7/e4uQzxf5eSeHjJEVINN/YPYXTLSgR46PhlUENlmyn2PJnH/0Zf7X40vmXR+FfEeOUYKg9ftAGVsWSlYoo+jS6kSakcOFzU7IPIst563u8eyoR155Rtz7eqzOhWlajo68ZnkbYbpxoV3trC13B0paqnPwBmzKA1gMmWQdhzOcWh8K4Q94JMk4X9V1LwtGbQPzN3gourgt0OK5EUQKXWkPbEF/z9y2s8GGUbE1kpJRq8ymGyWkiP2E3mwT8BOOUVzE8dxtA4O3toValILl+XqnU73uIrc5R3DKPJaiEuK52M7K5XV9lFsHVJg63cj8VqxWi1kKp146K7H1Uyk2gff56fsyfQXM/9lXz550ISRouV8u9v590u1RnbNncs5tW03IRFx2rB/Hk8d53tO12L0eBiwm9pXU+6yCKi8+fPX/+gImYwGDhx4gTjx49XtoWEhFCpUiUOHjzoFDAePXoUq9VKixa5SzS1bt2axMRELly4QGhoqLK9e/fumEwmwsLCePXVV4ulqx3gf0diOBtv++Ofve0in2fX3Ru/9gw7Lya7nPiQYbIQ9ukutgxvSnkf564Hgzl3HOG/FxOVcXJz/7t8wwFjqsFMmsHM17uv3FCwOLJlJZ5oVI4wu1Is6buXkfLXLEwx+a8d7TtgKhm7l2K8fASvjqPx7fU6Kr0XKo0Wc0osKr2nQ82we1HzSo5LcU7qUk358pCzlqqf3v2Wg+2qXv7Kz9MfqMQbK2zZlX1XJGAU954/j1/DaLHS0HQObXY5Hbfa4Wh8yzlllFKv0yVtz1gmlEm1u9M7+gRuVjMVkqOgfCPbeQ7nTqT5OLQ9Vd29HSZ0JLuoxXirrrrI0EVlpihd0h75rJedEzBasQWNOfUIl1doyMvnt+NlNlL97HZo+ch129CwvOM9/t0N5/HUqXmuha17+lpGJmTnVvrVKcf4VRGYrbY6j3e+S9r1GMbS6JYDxnfeeee6x6hUKiZPnnyrl3KSkJCAxWIhMNDxwykwMJC4uDin4+Pi4vD19XXoLs95bnx8PKGhoZQpU4apU6cSFhZGWloa3377LYMGDWL16tUEBRXNEm32Ug1m1pyMo3UVXyr7uXM0Oo0ADy2+7lr+OB7L8qO5g55zZt8di0ljwS7n8kX2olMNzPvvMpO7hpKYYeRgVCotKvsqpVZyHLjqGHDmpPevpRnwcdMWOKFj8obzDmMUC/LDY/XZE5nMF/9EMDtlFvfvzqRuyyVo1N7KMckrp2BOiCzgLJD821vKz2mb55K2dT5qn7L4PTiNhIXPoi1fhzKvbsCcEInGrwJq93tvyboG5bzwddOQnGXmkbAyDpnmxJyA8Ra7owGq2QWMnl5G1CqwWGH/FVlbWtxbLFYrs7ZdACDMlPuF17vzCwCk5cko3kjAaLZaMavVRHgGUictluCk3Hu/Yf9vqIBMtZad/lVo6uahdP3Cja0nXRhWq9Upwwi2bul0JWDML8OY265kY5ay4sn/sgNGgI47vyfenEHAE3NQFdAD0rC8t9O28WvPMrRZBTSq3PdXZVVRxtONNlX82GbUgz7rjgeMrrKJ92yX9LZtzrWd8iop3YZWq/MM3bxtCw0Ndcg0Nm7cmF69evHbb78pq9rcKIPZwhc7IlGpVLzYpjIqu+u+s/4c3+69SmigO1O71WDQsqP46DX0qRvkVK9w75UUolMNhV6A/dN/I9l/JVVZpuqxhmUZfr/jckp5A8aTsekcj01j1G8naVzBmxEtKqFRwyNhZR0mXyRnmZi7M//grpXhAP+XuZIf3B/gP31jetTwp2VlX9IP/EG3uB0QA1Hv1EcTGELw83+SdWb7dYNFlyxmLElXSfjeNuTBdPU41z7vjzFiNwC6Ks3wavMkupAm6EMa3/j5i4HVaiV55RQM5/8j4PHP0Ja9sayvl17Dr4Ma8u/FJJ7KsyJOTobxRie8uFLVM3eWZVRWEqHBOs7EGllzKo7OX++ndRVfpnQLdfi7EeJu9N6GCGXcdk+vSMheYl4X0gSA9DxjFgvbJQ0oE0HOZgeMPmlxNEy+yjun/kaVavuM2OtXCYNGS5DeEx+7QMvVai+3IsmYpQSGAXoPErILeEdlpiqvKb+A0c8+82nMVLJs8XpPzngGUTPdluTJ2L0MfbUWeLfP//O2ZpAHNYM8OBPnOFb+n4hEqga4Y1XZzq1X2UKc5pV82XbVDfRZRKbf2S5p12MYS2fx7lsOGDdt2lQU7bgpAQEBqNVq4uPjHbbHx8e7zAYGBweTnJyM0WhUsow5mci8WcocOp2OOnXqEBlZcDCzZs0a1q5dqzy2z3Au2hfF5I0RgC11/kDdYBY+Wg+1SsW32eMJz8VnMmGdrQxDisHsFCzmGPP7ScKr+xfYFns5wSLAz4dj+Pmw7bxu1iyyVG4czBMw7opMZsJfZ7FiCyZH/X4SsE3ASM4y8dH2SzzSoAz1y3mRZde17W1J4+mMFURoKnKf8SiPZK0HoJNhFzGe1Yh9NQKPpg8yMbQCaXbLMJvjLxH9XpNCv57CyAkWAYwX95F4cR9o9JR7ew/awCpFei1XLBlJZOxbgb5mW3TlnNe7thozQWsrSG61Wsk6sRGrIR33hn1QqdUYLx0gdb2tTEbSn5MJembRDbehRYgvLUJ8nbYn3aYM4/vHt0A5wK0sRNZj35UU9l1JoVNogHRPi7taqsHM59lfnnVqFWFm231cE1AZTXb5lryzoh2WrrsOU3bAeM4rCLI7nPLWXPw72HafCdB7Kl2/kDvBpKjYTxhp6l+BjTG2sdLRmSnXvbfkzTCa7IKmTcE1qHkx9zMzdfMXeLXNXaUmL7VKxc9PhLHsUDTBXnpeW2PL6v50KJqHG5QFtS1gdM8OXiv6usFF2/uSYEwny2zCLZ+u86KWVQLGMH7wwQcOMVHPnj3p1avXDZ+n+Gd13AK9Xk/dunXZuXMnrVu3BuDSpUtcvnxZmdRir379+qhUKnbv3k2bNm0A2LlzJ/7+/lStWtXlNcxmM2fOnKFpU+fSCPZ69erl8As4evQoS5YsAWxT/+39ecK2lFrekjYRCY6LwLvy99kEyni7TtWPTF9K76xtvOs9mn26Bvme46HMdbybOpfVbu15w+dVumdt5z7jMeZ7Pqb8w8vrqV9zJ9bM3u7cDT04cyUjMn52+dyy6REAZOxf4XL/9ah9y2NJjrqp5yrMBqInN8arw3NoA6viFT4y35vRrUpYMobMQ7aJX/qabfHp8hJqnzIkrZiAOf4S5qQo3Gq2we/hmWSd2kLS8tfzPVfmwT9I2/ED+uotyNi/ApVGh9WYiUrngXfn5wvstsnLYrUqXVR+RVC4NkDvgY9WT4r9h6F/DFypCRbbjfpIdJoEjOKudjwmDVN2fdnRTf3QZH/xz8kugnOXdN6MY0FMSobR9ZCo5Ar1+aWibUxjkN4DX+3t65K+are0XtOA3IAxKjOVRKMt25ffggA5ZXXAFjDaB02fV2tDy4SLNEqx3efNsee4MjYQv0dmovGvhHtYT1Rqx+FUoYEevNmxGharlS92RhKRkMmvR2JtQ3DUtvcsJ9ta1lsHxtx75dXMFKrdZB3KG1USZkm/+eabNGiQf0xQWKU6YAQYPHgw06ZNIywsTCmr07x5c+rVq0d0dDRPPvkkM2fOpFGjRvj7+9O3b1+mTZvGBx98QHp6Op988gmDBg1SZkgvXLiQKlWqUKNGDdLS0vj666+Jj4/ngQceuKn2xaUbuZzs/I/2UlLWDc8ozvGT3brLbtYsumf9y1VNGV5It33r/CHpTX5x68673mPARXfgsIwVaLDwQNYWFng8xvSUj3HDSHXzZZ7zu7Gxpt5aK62DLQw8tub6B98Ej+aPETh0AZb0RJJXTyNt61dOx3i2HYZP5xeIW/AEpuiT+Z/MaiVty3wAklZMoOKH0ah0blgM6ai0bmC1YElPRKXRodJ7FioYM12LwHBuJ271u5Gx739YUqKVYBHAcOYf4s44r3WVdWorMR+0KsQ7AIk/veB6h0qNT7exhToH2LqBcnLCRZFhVKlUhHoHcjAxTzDvkQpptpvx4ahULiZmUt5H77JMkBCl3bHstaMBHj09DbKHPuntAsa8YxYzbiDDaM4+31kv5y9e5/pO4mC1VliP/A1AoJsnPrrc+1ZRZxjtx/819s8d7nI+NUFpZ/4ZRvvJOJkOayqb1BqebDKQ8Rh4Yts8ZXvSr7YJrfoabQgc+hWaAOeai2qVir51gpUs708Ho6G2LUjzd7O1payX3qF497qoMzxX4/5Cvupb46pw9z0/S7q4PPLII8TFxTF58mSSk5Np06YNU6ZMAcBoNHL+/HkyMnLHOUyaNIkpU6bw1FNPodVq6d+/P2PGjFH2GwwGpk2bRnR0ND4+PjRs2JAffviBcuWc1/0sjL4LD0GwczdoVEoW19Ku/y1TZzXyXuocKpljeMf7eSK0tuXemhuPcL/xMM2NR2llPOT0vEez1rFV35yNbq2obI6is+E//nTrSILaj1Bz7uLz4YbduGG7ebU17sfDmkmGyvU/+ErmKDysWcSogwiwJnFFXZbvU96jXtTBQr0XheHb920sWWlgMaPS6pRB42pPf/wfmYW+WgsyD61CV7UZmAx4dRiO2sO2brO2fB2HgFFfozWGszvyvdaVVwv4naq1lHn1b4yXDmFOvIxX+AjM1yLIOrUFz1ZD0PgEk/bfEhKXjMn/HLdZxv4V+HQbi9VqxZISg9qnbIHjhXMmvAAEqTVY0hNRZ5fGuVkv1mrNM7sdM8dTHijLlF9MGMxWlh+1TdxqXMGbDc80zbeWqBClkcVq5aWVpwHwtaTiH7FR2aev2Vb52alL+kbGMGZ33V70cMyIja/Xm561OxGfmjskK0ifZ9LLDYxhzDAbmXRkA/46d8bX7eCylqJ9SZqqXv4E6j2IN2Rwwm5FmvzGR9sHkkmG3FnSOQwaLQcqNuDp+weSsXuZ476z/xL7aU/Kvb0PlYsxkn3qBikBIwAaW5BWxt3Wi1fGS+cQMI4/uJbOZUOp6VP0E1nzynSRYZSAsRiNGDGCESNGOG2vXLkyJ086Zpy8vLyYPn0606dPd3mu4cOHM3z48NvSTntXUwxkmfIf+BpoSSRB5csjmevol7UZgFWJo/nYcwgb9a1YmDThutfolbWNXlnb6G2wTUzqnvUP/+c3w+GY+41HHB7XM53jsrosU1I/45wmhJleT6PGSmPTCRYV4pr50ZQJxRx7zmm7ys2bsq9tIfazPmgCQ/DuOBqVPv8VVDybP4pn80dd7nOv14XMg38oj4NfWIkp6gTGqJPKpJhCs5iIndVReZiyNvd9M1zcj658HVL+mnVj5yxixsiDRL3TAFQqzAmRuDfqS+DTCzHFniVj3//wbP4YmqBqqNRqTHERJKcnobZaeCD6OMM3f8hVlRr/gR/j1ebJm27DwyFhlHP3oe+23HGWh5KiaFE5lO0XkpRtB6+mMnvbRcZ3qCKTYMRdY+PZ3HXa+1r+Q2XJDQTt6y/mLdSddkMZRtvnhFGtIalcXfyiT5Cq0bMxuCbtTFnEG3ITIoF6T4dJJzdSVufHCwdZcNY2/rtZQEV6VnBescl+DGMlD1/Ku/sQb8jgUnruv/VCZxhdTPwwWiwEDplPSrnapP37PW61O5J1YiPmxMuY4y+R8OPzBA6Z7/S81lX8eK19FWZtuwhYQGMLyPx1ts+SYC89ZHk6PGd99Jk7EjC6yjCaCrGiTUl0VwSMpcVHvWvyymrbGMHoVAPX0h1vGiqrheEZv/K8ZgOalKuo/CpiTXMsn/Ny+g+Fvl5OoJijqekEQzL/cNh2v/Gww+OK5mheTfuOJqaTtDUeYEjmn4W+Xg6/h2eQvHoaVrubS9CzS4hb8DjmOFvpCW252lgN6fg9Mgtt2RqUn3L8lmfTe94/EHNKDGp3H7w6jEClUqGr2ABtuTokaPRwA+OGCpJ58A8yC0qqqrW41e2EJTkG9wbdyDyxCeOFvS4P9bjvUbzaPW37cLGYMCdeIevERnRVmhI7u9N122JOzM0WZx5ayZWxuTfAlDXTQesGFjNYTAQBDr9tq4XEpS+RuPQlPNs8iV+/yTeVcWxXpioRfcfR+K/PSTJmsj/hCm/e19YhYASYvuUCRrOFtztXv+FrCFHSGMwWHvsp9wv3MP1/th9UKspPPuowRtqpS/oGMoz2wcXpHuNpcGoTz2dkkaHRkWoyEGewVc1QYRs/qEaFRqXCbLXeUJf08sijys8bos/lEzDaMox6tYYgvScV3H04luw4QTPfMYx5JuO4qkWYExz7dH8Vn+6vAmCMPkXMNFvt5MxDq7CaDC6HC03sVI0Tsen8eTr3MzOnLX5uGnRGH4xZ7uCWqbThTsh0kU2UDKPIl8pq4QHjNvqo0xiv9sZksbJov23cl4c1k95ZWzmgrUt1cyQvpecuaWhNcl1r0dN6/ckx+Xkj7RvHc+H4j2ZqyCl0xwsYB3gdHs0fwzt8BF4dnuPKS7ldKJqAyvg9OI3474ahCahMmXEbUbvl1tIqitJLKp07vj1ec96u0eL3wVnSPumJOeESMe2eQ7N7KYGJ2TMbqzbHeOHW1wpXufkQ8H9z0VWo71AKx7fPW5gSIjFdPQFWM2j0JCwZjdorAL9HZqDJGZuk1qMNroa2nS0bWmH2FaxpCaDRYojYg+naeTybPohK70nsZ70xXT3uqhmOCplhSP93Ien/LkTl5oNnyyfw7vz8Dc0o99d7EF6mGn9cOcGZ1Hjei1zG0Vef4n+Hknh7fW5m+cPtl5jQsZos/yhKvc/+jSR7rgsDNXuoGG1bklNfow0af8fyZXm7pDMtJsxWCxrV9cf12geMmWVroqnbkd3rvgBsk1pyMoz+eg/lfL46dxIMGTc06cV+1nJ+t+Mr2csCVnD3QaVSUd7DuR5iOXfnbYDDZBz7OowAbmoNWRazy6yjrlxtPNs8Sfq/C7FmpZL48yv4P/6Zy0mLCx+tx87oAHr/axuKlNM9rlKpCPbScTWiEdTZBaCUBLrdDDKGUdyIiQG7eeLMh5i+h20qL773GMB8z4EAjExfxrMZy0nR+GEKqA6FKBHV0HTqtrVVd3zVDT9H5e6LNftGknOjVKlU6Gu2xXDmH7Rla6F298GjUV/KTzmB2t3nhmb33qpPT/3LpCMbUNXqgb9WT4LRCE0G4mXKoruXPxPaP8m5T3oRds2W/VW5eWPNKnzxaW3FBvg9OA33Oh3zPyagMtqAysrjvBkIV9R6T9DbulE8GvVx2Bc8egXX5j5YuKDxBlizUkjbuoCMvcsp+/o2pw++gjQPrMQfV2xrVV9IT+SHi/t4o3U4NQM9eGJZbvai4gfbeaJxORqW96ZmkAfpBgutq/rh7y63I1E62EqM2eqDqawWJqR+qezzbPaw0/F5A0awjWP0KUS1ArNd/WCtSu3wnFSTgfjsDGOg3VAeX60bCYYMh3HL11OYICYnw1jRw1ayq4KLhRHyCxj97DKPOTOqc7hrdGRZzPl21Xq3f5b0HYvAaiV952LUHn74PTjN6Ti1SoVen3sOf7v3JNhLx9XU3M+d+DsUMLoaw1haC3fLtMU74P/Yqvzsa03jxfQlBFtsA5WfzVgOgI85iYBrBwp1vtaq/JfOu9PUfhXQlsktdK7S5f4D9R/4Cd7dXyXQro6gxjvotgeL9t+qrVYr88/YvlFaVSoS7MYOpWndWJGVwf1/f8ng+n0Z3PRxmrV/ka/bOY+HBVB5ONc1VHn6U+blvwoMFl2e6xZL+mj8ylPuzR1U+iyRSp8l4tsndwUc97CehTqHW+3wfPdZ0uKIeqc+af8uLHSbhlZrRrBb7jihDdG28iK96gQxr38dZXuW2cr3+6J4dfUZ+v9wmCeWHaXfokNYXBTWF6K4XUsz8PeZeMauPKVUqPj0n0ukG22ByWthFrRpud2yHvc/5nQOVwFjYWdKm+2CKI1KjbddeZoUUxbxWbbAJ0if+28vJ2iLyix8kWr7gDG/9uZk5Sp62ALF8i4CxvL5BIx6tUYpcxNvyCAzO/OmUamU5QTzToTJoavUEK92z+a279+FWAyuF7BItAsE7SfghPi5g1VNTqmIoi5qnh+ZJS0KLchTi1atJu+fRxXzVZJUN7dsncqQdv2D7AQ89R0J3w8r+Jx2WcIb4dv7TQASf3oR1Fo8GueWH9KVq4Vf37dv+Jy34v1jm5l5YhvP1bifIVWbsD/hKlcKcdM0qTUc8LOVbPjEZKFuQFVqp11jaq0u/B1ck3n39eOJak0wJ8eQeXg1+mr3Ybx8FF3VZg5d68XFp8c4fHqMA8Bw6QCZR3KLyJefdhpLSixXZ7ZHYzGTqdaie/8MwZ7+mGLPY8lMQqX3Im3rAtSefqT8NVt5buLSl1B7BeDe6IHrDhvw17tztOdLlPv9AwAOJkaRajLgrdXzWMOy/HQw2qGQvL1DUanM3XmZxxqWRa2yFUO2WqF6oOsJUFarlZ2XkinrpadGUP6TpIS4WZvPJfDiylNcTMwNLL7fF8ULf55S6i766DU8VSFKKVflP+hzl/eDVBdjFgtbvDtvwOim1qBTqTFaLaQYs5QxjAF22bScgO5aVuGLVBvsMmGuli60nyGdk2HM2yWtV2sIKWAcdIDekxSTgfisDDRuti/N7motWpWtrJ2xgMkg5t4TydjzMx4ZSVizUsk88heezR50Os4+q2qfYRxxf0VWn4wDixY0phtanvFW5GQY3dVa5WfTvbrSiyjYq/d5k/XPdqftI+qqSco6Bc5LXt8S9yb9yTzwe+4GnTuezR5EX/1+oieFKZtVngFY03Nn+JWbuIuot+vmnqdhb7LO7nA4JmjU/8g6tYWsExvQVb0PbXAoni0H286n80DjVx5dxfpF+4JugNlqYeYJ20SfBWd38925vQXegCq6+7gMJi0qNc81fsRh26h9f5JgymJ0zZZ4tX0KsH3rLYm05Wqj8vDDmpGEV/vhaHzKoPEpw/omD1PrxN98ULMTK7I/1LRlcieg+D9qm/VtNRlJ3fCpsj3+m6Go3H3x6/cuXu0Knm3uptHydv1OTDm2CYPFzP8ijzK0WlM0ahX/+7+GrD8dz3+XkvnkX+fi72+tP8db6x1n0uvUKr55uB5ZJgvdawXi567lUFQq49ecYeelZHRqFZuGN+XL/y6TajDzcZ9aBHjoMJhtv3ep/ShuhtliZdjy4yRkuJjhasnNhE/oVA23g5+TE6Lkt/yoq4ydq22u2AcXGpUKlUqFt87W5Xw1M0XpxrXPMFaw6w0pbJFq+0Ar1ejcNvs1pCtkB6S1s1eyyVHPtwz6PAW27QXpPbiYnki8IV3pWnfX6JQSPvkFUlarlaF7/yCy4UOs3vUdAAnfD0OlUuPRtL/DsQn5ZBjDQwPoWN2fzWYNaEzEZ978XIDCMlksypACDVrA9vckGUbhUoO1z4GX8x9H7wpGLCmxXG+knK5yYzxb/R/66i2IneXYhairFIYp4TLW9AQChixAW64Wugr1Sa3ciOSVtlqUZZ63zXLWBlRG419JmVVbcfp54r9/hox9y3Gr1xWNX3m0FepjunoMAN++74BGS+ysjsp4Pm3ZGrjX6wz9nYt751fq5k765ZJjiaC8wWKnsqFsijmHh0bLvPv6079SPTbFnOOhfxyX2crPhEPraBUYQgUPH8q7e5eYNdLzUus9CRrxM8YLe/Bs9X/K9hWh7djuG4Kvzg33AjIOfv0n49HsIYe/N2tmMok/v4LK0x/DuZ1og6ujrVAft9odnN6HR6uEMeWYbcnQPfGXGVrNtkqSVq2iV50getUJ4t2u1ckyWViw+4rDpJi8jBYrQ385pjxuX82PbRFJDvvbzd+nPF5zMg5/Dx3RqbYPvJ61A1n8WAPSjWaiUgzUDnYsrSGEKyevpbsMFu09ElaGpyolEr/EtmiB2q8i2gquvzDnLasDkOGiq9IV+4kgOcGYT/YYxfNpuV/oA92cM4xgywxeL2C0Wq0OgVaqi+5ax5I6tvPX8A5UZmQDNL3OmOeg7CErcYZ0pdvcXaNFlz1Zx+Ri5jTAjrhL/HPtAngGst+3Ik2TbRNCE34dh3vjBxyG+DhmGB1nbD/UoAybT9jew2uZt38Mo/34xbQMFWSPJjDk8zpLOgkYbzej63EW5sTLmK9FOG33bDsM7/CRWI0ZWJJjcKvXBZVag9XFNy+/B6ehCa6OOf4S+tDWyj8an+6v4t3tFacPct8BU0j5a5ZSDDtg8Bd4thyEvrqtZIFf/8kkr5mO532PoKtgyzaWfW0Lif97A7faHdAGuV4+sbhZrVYOJ0XzT+yFfI9pFlCRFe0GY7ZaSDUZlFphncqGMrVhN4wWMy/VbsOG6LM8+u9P+Z6n82bbLPNXarflnbDORftCipBbaEvcQls6bIvJDvzzG2NkTx/SGO/OL5C6cY7D9rz1LD1bD8WjUV/c6nZSCuqGePgRpPckzpDO3oTL5MdNq+aF1pXZHpHIX6fj8z3Onn2w6EqW2aoEiwBrT8XT+/uDXEnOIjI5izZV/Pjf/zXEXSuZR5G/347FOjzuUSuQrjUD+flQNGqVine6VKNNFT/i5g9UjvHrP9lp+boct5JhtF9aTp/9RS+nRI19aRj7SS+V7DKM9oFefpKMWQ6Ta1yN77NfFjCnS1qjUvNoSEOWXrQtHvFwSMHLz+W0McNsIsFgC+zc1Fp02Z9drmZJA2yOyf1SOa5+HzbstK34ZU2JJW3717Z1p7PvP4kGu4BR5zhcpVEFbzhm+x0V9v2/FQ7jFy25fxulddKLBIx3kEeTAWQc+A2AtM3zXB7j1eZJdOXrOG1XqdV4dx1L6t+f2M7V9EFl0oKr8ieusl+ezR7Cs9lDucfo3HGv10V57F6/G+71uzk8R1u2BsEjfyn4hRWzSUc28Nnp/Fd0CfUKZEbjHoDtBmdfWFalUvF8rdwl+rqVr8mHTXox+8R2nqtxPy/VbsPf0Wd47N+lDuf86NQ/PFi5Pg39yxfxq7l9ojNtY1/LFnLMpcd9jzgFjHml71hE+o5FeHd/VRmvqlKpaBFUmTVXT3EsKYYEQ4bD+Kq8vn+kHjO3XuTjf2zd1A3KefFx71qsPxOfXYj31uyKzP3A/PdiEuXf306fOkHM6FmDFUdjaVTBm4+3XyIh08SSx+pT2e/Wl00UpduKo7aAUaOCk6+0shV+Bobfn5tBS/jpRbKOrbMdF1QVj6bO4+ly5F1LGgo/htG++9ItOyD1dTG7uozdv2v72csFjeH+7txellw4yNOh9zlsT3ERTNkvC2h//o+a9KZVUAjVvPxpX6ZaAa/EVlg8x9XsMfPuGi2a7M+r/GZJn7NbzWZ8q8cZkxrLF0d+A2zLByb9Op6yb+5AV6GewwzsvBnGij5utjGMQJa18LUwb5bD79icGzBKl7S4Lk1gZVBrbIWU7eirtUATGIJHk34O64/m5dfvXTxbDsJwejvuTQfc3saWEr9cOlxgsLir2yincTbX80xoc54Jba487l6+FuXdvYnKdBxA0H7jV5zu/Qpl3L1urNHFINNsIim7qya/shd55WQZ07Z/i/U6E61S132I5/0D0ZWzFfsNL1OdNVdPYQVe3LeSH1rlP2TBQ6dhUpfqNK3og9Fs4aEGZWxBZ4gvb3asisUKvx+LZfXJOJYfdcz8DG1aniyzhWWHYvI5u2urTsax6qTzAOKZWy/y2QO1Scky4a3XlNhhB+L2iUk1cDrOFnT0qB1EsJce49XjqDR6pb6qMeaMrcxLtsAnv0FVwDCPW5klbR9c5HRJ+2pdBYy5wVhFhwyj64DRarXy2sG1mKwW9ux17AlwVdQ6J1OpRuVwD/HU6niqerPCvBSlSxpyu+Tth8fkl2E8l931XtbNi5ZBlXnLP4RMtRZ3u+xr7IddqTD9PHFZtl49rUrt9D4FeuqUwM2ICYvVeltXnnLo2jfnrsAjGUZxXR7ZRZdT1s502B7w5AK0QdUKdQ5dudrKh7KA4bt/y3efn86dmt5Fs/TT5LAujNjzu9P27dciCC9THbPVWqIDxxi7upJlCxkwAvgNmILfgCkk/u9NDKe34VanE+bEK2jL1bKtJGN/jWktqDA9ArWnPw9Vrs/Ew+swW638eeUE0Zmp1w1U+9VzDuzVKhVqFTwcVpaHw8oyo2cN1CoVJ2LTMVmsdKjuD8CwZhXos/AgZrvKPKNaVuLUtXQ22C3fdj2L9kex7FA0WWYrD9QNZtGj9SRovMd0+jp3TGzHihquTqyNJcX2hcS3/xR8urxA0q+vK8foQ1ujr9bc6Tz2XI1hdJV1dMWhS1rJMDpnwe17DirYjWHMr0s6Jist34xeijELq9Xq8LefE3iWdfdCV8DEloIEuuhpcNdolfWy8xvDmJNhDPUOJNQ7kAytnnfqdGfm8dXKMVZDGgk/Po812NZDF6T3dPq3q1Wr0Kt05Pw20kyGQtXCvFkOM7ElYBSFoasUht9jH6Gveh+6yo2xWsykrvsQgIAh8wsdLIpc8Vnp/Gq3lJW9/pXqcSwphtfrdSiyb489ytdWViPw0GiVb8eLIg7w3O7fUKlU/N3xaRqV0C7q2MzcDGFZtxsPbP0f+sBpm9WYqQyRyJF5ZA2eLZ6grLs3LYNC+PearUt5XdQZhlRrcsPXzSuna7BNVT+H7a2q+LHvBdtYXA+tmmvpRuqXtb1Ok8XK8Zg0QgM9OBSVynd7r/Lz4fwzklnZUeefJ64RMGUbEztW5bUOJXP8riha0akGLifbPuTDjKfp80s/7EOq5N/fJvn33FJhKr0nQSN/vu55XRbuLuRSpUaHLmnbR7ar9ZqD3XOzd3q1hjJuXsRmpeUbMNqv/5yXBSvpZiNedjVzc46v7OGX39Ouy34mdw53tZbM7NnDrjKM9gXIq3sF4KHRUcXTn1Xl6rHbvzKbdixQjs34//buO7yp8osD+PdmJ03aJt10QhfQ0sEqZW8KooDiYqnozwGIoqIiiuLCLS5U3IIKCIqAKKgIKFA2LbSljBa6d7rSNPP+/kh7mzRp2kILBc/neXhs7r25ucHbcPK+55z3yAY8J5bj74H32oxmWpPxmwLG2s4OGK2rzU1N4Zb+Gm2rQ5nfV4D3U/9C3FBYwvAFcJv8HNdwWTbg9laeTRyZmfwjnkz53W67l9gFnw+YhsPj52F6YLSDZ14ad5EE3yRMx6KIwTg6fj4kDR/cf5dkwcCaoTebMHzXZ122v1aZrqn4yvMSAkZHXG98Hj4vnIRs4J3cNvXah8A2BNOf9W/K6dpZdLZDXtOZYHcJgt0l8JaLuGARsIwq9PGVw0XER2KQGz6ZGonFw5ryfl2EPIwNVbZYCPPK7ot4YvtZ7MlSI7/6yjT7JVfHkfyG4Iplsar+7VaPV878GDwHzaubawwYrXN527qetM4qYGwc2XNrFuTwGQY+zXKTw+SWJUcPV+Qjo9r+C1JOXaXT17VeAEFrMqBUZ/nSGSi79IDRUS6zhC+ArKFgxdE0vXX+Yo+G99SYZlQiViBh6AIcdmtaRUupq8XI8iwEtLD8qHXjc0fV4B3JpnjI2DTCSDmMhFwhBrMJB8ptiyHuComHl9gFk/wiL3m6pDVJfhFI8rOkA4zxCcWvhfZrbi89+Qei3Lwx1ifUJo/oaiuzWhXBw0kBSnswDAOBKhDKWR/DUHyWW49bm7IFxqJMuLt3Q7SrN3QFafgrR4/afjdB3oHf5g3FZ8CTKMB38wPLsoDZyFVKOsNjGCwdFYKlo0JstpvMLL45VojHttuvpPT5kUJ8fqSQexzpKcPL43pAXW9AmEqGvv4KZFVocaygBkOD3eCr6LxRC9J5judbpl3DTDnw0BXY7JP0mWRpiN8wjSuJmgCJ1UIFLWFZlpua9Ba7cO1rNG3MYdSZ7IteglzcbY4Jk3vYNeeeFhCFA+WWQrJPzh3Ce30n2+x3NsIIWIIdX1iC4RxNJbf9cgJGR6N+rkIJ6hr+fupMBru8wiyNVcDY0B6ol6sX/ii2/J7WCsR4OHoK1h/7DsFay3W+m74VSN8KjVQCWf/bwFiNyLqJxMhr+LlCVw9c2voZbUJT0qRdhMHOc1tI+xU6qPob6xOGG/17Oji6c7weOwH/lF5AdbNvqJ+eP8T9nDlpEZe390t+OjbnZWBR5JCrMm1drmuaku6oEUZrrpOfRflHUwHYtt5ZEToUPc5bGter//0QzB3vQRKdhOqtL0B/4QhM1UUAC8jHPAzXCYthLL8A1miA0CfcLofKmjZlKyq+mA1G4grPh7dCveYBmKqL4DlvMwTeoag/+RsMeSlQTHy6TSNAAMDnMZjbvxvm9u+GBVsysfZEcYvHZpbV4dYfTjncJxPy8Oe98TajnOTacLzQkus7Rn+Q28ZXBsD76X3gSd1g1tUCZjOMJWchDIxv0xKfdSYDtxKMp9gFmTVllu1tHGE0OCh6GeQRaHPMGJ9Qu+fd16M/3j+zH3naamwpOI234yZBbzZBJrAELq0FjNaFLycqrb4suXq16bodcTQlrRCIYf1brm02FZ5V25SD3N3FMsI4xifUptixRijBpIR78cOxHxBT3RToV/6wEDW/vQ7vp/4FryHYdBeJgYa/+vyaOqB9NZHtYhswWhX3XKN9GGlKupO53fT81b6E60qd0YBnU/+w2SblCzDQI6CFZ3SOAJkb3u87GRKewOGHIABEbn8XfxdnobReg/8d3oyf89Nx98FNltGwy1Sm02Dkrs9x4z9r2rTEVUplEfdzW6uk20McMQJ8z+522xuDRQDggUXluoUoejYCdQe/h7H4DFhtNdj6atT8+gqKXx6A4uVxKHllAPIXuqPgESXU382HPjcFNTvegqm2HKzZjKpfnkfFF7MBWBqKl745Asai02DrKlH61kgUPhkI9Zr7Ufv3Ryh8MhDmukpokteibNXN0J3Z06b38+FNkch7eggmhKva/XdRZzBj8CdHsWL3BVTUdX7rDtIx0ks0XIHUVKNlxShG5ALvp/eD15C3xxPLwZO6QhTcr83rwVv/flr3R6w0aPFX8Xn8kp/u9DPBumCmMZCKUHgiQdX0mTfV375hOI9hcJN/LwCWPEDPza8g/Ne3saPQkh5iPWroSGPe4LqcVJuCvwEqf6fPc8Zb4sI16W7kJhTbBIjN8z1PVzd1RghTWIoYB3sGca2F+AyD3g1B7JKeE2CE7ZdMU2U+tMd/5h57SJpmWAo0jvskd5TaFqakHa0vfS2gEcZOxpN34teX/5jUyiK8cOov7LJq4jrKuwee6Dm0U4Kg1kwN6I3xvuEQ8nioNxnRfdtbdlWH0/Z9Z/M4S1OBLQWnMaXhg/xSfZV9jPvWH7DldbwQNRovpO2Cv9QVn/afiqFeTUUaZToNNudbVkvxEcsva0qpJQzDQNJzNDT/fnHJ5zCW2Oc51h38DnUHLX+H1b++fEnnLXw6hPtZd3oXZINmwf2O92HWlEN7/GeIuieg8oeHYdZUwHPBFgi8egAA5CI+Vk/rie9OFCHKxwXdFGIM+viITSW2M6/vzcHrey2pE8ND3DE0xA3jw1WI87OMeO7NrsTfWWpM7e2FWL+rvx75f11j70U/UymC9JZFACRR48G7zNQS6wCom1QBAcODkTVjR9FZfHcxBQDwxYBpuKWFnOvGkT4Rj28z7fxa7ATMP7oVo316tBjEjfUJxapzTaOlGpMBDx79BdmTn0Cu1vkIY46mEkcr8vGgVbDYw0WF8MvoPMFneAiUudtMMyuEYpsRt+b9KRvzLwNlblyQKOTx8XKfcViZuR9P9hqGM9VlSK8uxQWZCp+EDMKCC7at1upP/8Uta+ojkwANk1T5nR0wGppNSbMAmLb34OxqKGAk14QjFfmYuOdru+X+no8ajTil31W6KnDTO0IeH18n3II5yRthhvOIYtXZ5MsOGDc1WwbxhbRdACzNdRce24ZjE+Zz+3YUneNWcXg4IrHT+o65DL8fdQe/B2vVONcZnsKba1dyJdUlr0Vd8lqH+6q3vwrVXZ9zj90kAswb1DSSs2lmH5wurcM9/fws62OnleD+ny25rEqpACFKCY4X2C/4ufdCJfZeqMSruy2ByJIRwVixx/Lzu/ty0a+bAh/eFIFeDdPYLMvij3NqyIQ8DAl2o9Y+V0BmmSV4WFDX9CVPbLWwwaWyHmGUC0RQiqQo1WlsCtHW5ZxsMWBsLJxQNOspGK/shv1jH3D62omeQRDx+DZFFmq9FlqTARc09u2mQlyU3PZFJ7bb7X8+evRl34shLs0CRoEY9VYjbtZ/X3qzCecail56u3rbnGdOSDy37Oi2gtPc9o9DBmOHbzS2pf4ItqGwpz71V+hzT0AUGIdghQvQkG2SV9O5AaNNypKZb/nDN1HASEhnMbFmPHfyT7tg0VUgRqRr1xnBndytJw6MfQAmlsWM5A0OP5AB4GBFHsb8/QUiFJ74sN+N4DPtywzJrq3g8qAcydJUoEhbA9+GXmx7S7O5fZcbqDoj9I2E7ytnANYM3Zm9qNz4FPhyFVxnfIjhB39CWOk5/C/nEPrc8Aw8G77ts2YTil+Mg6ki1+ZcAp9IGIvti4qa4ysD4DLiQZhry+xa/FwK7dGNqA3qi7pD30McNYFbvabRyB5KjOzRtC7vbX18kBThAUVDk+/sCi0SPzmKeqPzavnGYLHR0YIaJH5yFHvv74sYXzme/zMb7x/I4/bP7eeH2/p4Q601IshdgvWpxSjR6DG3XzcMCFCAYRjU6k2o1BpsVqpJLaqFVMBDeMMa2s7yQgFArTWAz2PgKv7v/dNwpqwOElaHyTpL2gIjkkESPfGyz2sdALkIRPBoCBitOatYbqxWvpT2L1K+EP2U3bjil0bbCzK51mDRbj44VVUMPsPgo343YlbyjzbrSjfaMmw2hreykktbBDcr2PEQS22m3a1zOy9q1NysTbii5ZHN/krbEVaPbr3gM3Efqn5eyq2uVvbRNPi9cgZhKqt1tjt5hLHCqtgQJiEXMLa1Qr6r+e99KpBrzu3719lVRfdwUWHNoOmQtqEq9kpqTAg/MWEBwn5922YUwdpRdQGOqgtgYs0Q8QRgweKukL4t5mLqzSbwGQZ8hoe3Mv9tZQwTSKsu4QLGkw35i90kik6ZjrbWWGAijb0RUqsK0ujC8/iJJ8R2n17oqdUhuWE7w+PD44EfUfPba9wHu3L2p1y7KUPxWRjyUsAa6lH5/QKb1+J7dofngl8gUAWBNZvBc/GALuNPLk/R/faVEPj1Qu2uD1B/crtl3fXS862+h6qfn7G8dv4p1O58G643Pg/5mEdazFmzDq66q6TYe39fVNcbEeMnx+jPjyOtWIOhIW4orNHjXLnz0dfhq4853P7l0UJ8ebTQbvu6hhVugt0luFhZ33A9fDww0B+hHlI8uNkSdD+cGIAj+dU4U6bF8BB3dHMVYUovL7z0dzb+uVCFAf4KzO7ri8d+tVSevjyuB0b1UOKRbWfgIRPi8aFBCPWQQiHmgwGQX62Dr0IMQQutS641BpMZ58q1iDWehQCW0TiXofeC3wGN/zU2I4xiKB3kPDvr7NC4TJ/CKs+vPRI9guwCxh8a1n4GLB0mxvmGwcyy6CFXYU5IHN47Yzul+1L02A4JFgEgWOZu89hHokCFrun3wro/pXXBS6hLy/nEvlIF7g8dgNXnDwOwFMXwlf5Q3v0lTO8XQ591AGydGiVvjEDwgz9xzyvRtm025FKVN74vEx9gedx60m2tkO9qKGAkXVpGdQn+LLb/R/6noTMQ4qJ08Iyu44WoMVhwbCsAYIhnMEZ4heDVDNuiiw1WU8vfXUzBtmFzbPIPAWDthRNYeGwbBqj88VSv4VzekzPpVSUY4xOKD88mI70hafxqrns9yS8SP+VZ8ihP15Qhp64SQQ3/cAj9ekI192vUp/8B1mSAtM8k7nlCn3AIfcIBALIBd6AueS14LkpIYm8CWJYL4hgeD4oxD0Mx5mEYijJh1lRA1GMQGIaBuEcCWL0WTEM7IWPJeRS/bLt2rjPVW5ejeutySOOmQhJ7I6QxN9i06WguwrMpIPhjbhzUWiO6uVpGh04U1ODJ389z61vPiPWBWMDDVw6CwfZoDBYBoFpnsluD+wOr0cqf0y33w0fJTcvBHc6vweH8pu4DT++w/Z1rXEYx2scFHjIh9mRXcvv6dVMgzFOKHHU9KrRGuIr5GBbiDhPLorhWj+fHdEed3oyf0kpgMLO4qZcnon0sOZs7z1aAz1gar2v0JnjLLy0oulzpJZaVg3oZm/KjxREjOuTc1Yam/zdygRAeYvu2VkYnbVYuZ4QRAOaHD8KO4rPIrlVzU6HWn6kRCk+bz9Inew7H6eoy/FV8HrOC4zA7JA79LqPQpbloNx+bx74SOS5azcZYj8ie19j3YGzJipjxCJN7oKS+Fo9GDAFg+VyQj30EFastAbCxMB2K8qYZlwpdvcNzdZSyxiVVGwtezJbPK5vcxmsIBYykyyrTaZD456d229+Pn9zlg0UAmBUShwSPALgKJfCRyGEwm5BcnmtTtNPc5H++xezgONwX2h8plUWIcvXG8rRdMIPFwYo83Lzve+7YZ3qNwK6SLCQ3jB4ESN2Q15DIfqq6GMcqCvDsyaaK8j7NPqivpJsDovBK+m5kN/zDsD7nJBb3HGZzjKT3OKfnYPgCuAy522qD49EtoW+k/XOtek8KvEPh+8o51PzxDlhtJViTEfLRC8B380PR0vAWX197YjO0JzZDDUDUYxB4Mnewei14Ci8IvMNgrimDqaoA4p5j4DLkHjA8HqRCPqTCptGjuG4K7Jwbh4wSDQ7kVOHOWB9IhXzcEuWFyd+m2rzeLVFe+GhKJH5IKcKiX+17Q14Np4rt1xQ/WlCDowW2ra6sg891zdb5fmNvDnzkIvTtpsBvZ2zX81ZKBZgR64PPDhdAb2Lx9IhgPD0iGLuz1Fh/sgT39PVDX38FCqp1UMmEKNPoEeQuuey83Pf254LHmrBE05S/Kgzoc1nnbGS9Br23RA6VgxHGCgdTwI1aymFsKw+xDPvGPACWZRG/8yO7VJmezdrkuAhEWD/4jkt6rbYY5hUCD5EM5fo6+EkUCJa542RlUwsr6ynpbAdNu1vCZ3i4P3SA3XZpdBIksTeiPsXy5V1W2fRFqdZUD63BZPM72pG4kdPGHoxswwhjGzpbdEUUMJIua1/ZRbtth8c9hHBF18lbbI31tQp5fPw0dCbO1ZTj37KLePT4rw6fs+biCay5eKLVc8cru0HKF3IB41txSXjixG/I01ZjW/5pu39gruYII49h8M+Y+xH56zvQmAx4JX03AqSuuDM49qpcD1/hCfebX7Xb7vPccah/WAD9uX1On6/PSm5xX/3J7WB4PMgS74Kx9BwEXqFgmk059vJ24QpcAGBoiDsqlw1HalEtvjlWCF+5CI8NDQKfx+DmKG+bgDHcQ4p3bwjH2hNF2HiqFEazJUFhTrwv+vkr8Mi2pmpziYAHldTyMX9nrA9kQj5OFNZid5YaPb1kuFhZjz6+cq6dDJ8Bevu44GSRfWDYkYpr9XbBIgCotUabkc/X9lzEa1b5nj+kOO6NOSzEDS+PC72kavO0Yg1+SivFjbq93Daeiwo8hbeTZ7WddcDoJ1E4bJxfrq9zmF+qMxm5ghXXy2x6zzAM+iu72QSMSpH0kpYKvRxivgA/JN6Oby4cw9zu/cAwDNxETSP25fo6HCjLwfK0Xdxnm5jHt2lJ1F7ykQ9xAaOwqgAiCKGHARDokV6iQT//jl9kgWVZlDfmMDYbYaSiF0I62Kkq25GJLcNmX1PBYkvCFB4IU3hgcrdIjN39FS5o1Jb1VM3t683Vx80HA1T+yNJUwF/qigm+4fjT7zw+zzoCjcmAz7OO2BwffxWryQFLheiDYQPxdqYlGHvo6BaEKTwwQHVle2g6I/DqDq+FlkDerK2C9vgvqFy3sN3nqVy/CJXrFwGw5FoqZ30M1lAPXfofkA28E4JuUahP2YKavz6AS8IMruVHjK8cb0+yjHIaCjMAuRfcFJ6Yl+CPVQfzMSPWB6umWEZQh4a44+OGn6t0JrhLLB/n7hIBnvjtHDxlQmy/OxZKaet5vrvOV6CgRo+bo7wgFfCwP6cK5yu06O3lgmClBPsuVsFoZvHCX9korNbh1QmhGBzkhgqtARcr6/H9iWLEdVNgQpgKd21MR7XuyjYm/udCFUZ8dgzTo72waEgQonzaHgStS7UEof0NTWvTiyNHdVhlerHVQgM+LYwwmlgWVQYd3EW2qQ7WzbMvdYTRWj+VPzbmNb3Pvu7drkoF/kCPAJt87SCr3OpsjRqfnT9iU0kd7OJ+WaPIfGVTo3OTOg9e0iDk69SAUIej+TWdEjDWGvVN1emNI4wNOYxak6HVArSuiAJG0mWlVTWNJqQlPQJ/WddZaq8jeIpdcHz8fJysKkZ3FyVOVhVj0t5v2vTcBFUAV9TybvwN3PYb/CLtAkUAWBA+iMsZvJoW9xzOBYwAMG73V4h398Nd3fvizqAYu+XNriae1A0ug+dAlnAnzBo16g5+h+qty9t9HlNZNspWJnGPa//+CEL/aBjyLfmrlRePQHd+P5SzPgHT8P5r/15lKb4RiOEy5B4sDeiDR4bWQVy9E8by/wEsC4FnCPcPTmOwCABTenthSm8vmGrKoP7yVpSLZJZzi6Qw15SC796NO5Y1m6DL3INh7t0gDO3JrQM+JNgdQ4LdueOm9rZMW07r7YU6gwmKZlXUc+KbvozkPDUEb+69iD/PqTEp0gNJER44UViDGF85enrJ8M+FKvzv59MwmlksGRGMjFIN0oo1mB7tjbwqHTJKNajRmbA/x3mfQEc2nirFxlOlmNLLE2IBD8+MDEaIsuWlMOsMJm7UMhRNze2VMz5s92u3pLBhhNG1oUG1o/WUAaBcr7ELGLkcODheVq+9hjUrXHE0hXs1BEjdIGR4MLBmrnDFWrDs8lKQ+G5N96dm72rE3PAK8nUAhDrsvVCJ+wd2XI5mo/JmFdIiPgN9Q8BoBgud2QRJF/q8a4tr62rJda3GoIORNXMfqI2tY0LlqusuWGzEMAy3VOBgzyBU3vwc5h3Zgu9znBe2/DhkhsPtjpLTEz0C8XIf5/mBV4qEL8AfI+/BuN1fcduOVxbi+PFf8fiJ7RjjHYrno0cjQuHZaWuCtxfDF4Lv6g352EdhqimBqfwiFElPwlCQDmmfSahP2wmewgt8pT8MeSeh/ubeVs/ZGCw20h7dCO3RjfB4YD3EvcaiZudblh1GHTR7PuGOMwLQ7GoKZngNlaOSmMmoT9sBmIzguSghS5gJQ3EmdJm7AQDq7+bBWHwGxuIzAADZ4LsAk5Frig5Y8jIbp9rdZ66C0DcS6u8XwFSZD7eblsNlyD3g8xjI9JUwVldzDc4dWTw8GIuHNxVvRXo1BTvDu7sj7dEEMLAsx9iS1KJabM0oQ6SXDIOD3OCrEIHHMCio1uFwXjUYhoHeZMZ9P522e+4vGZbPjr+z1Pj1rliEe0htRnOMZhYz1qVh57mmUaxwnmVGQ+gfbZPzermKtJYRRr+GDgLdpI6XqizXaRHabEbdusuCZwcEjNFuPljdfyrePP0PRnr3wHjfsMs+Z0cQ8HgIdnHnei42l+gZ6HB7WzF8ARiRDGxDEHd3xnb8FjQI4JlxMK+8U0b7yq07ZBiF6K6UItNqtZcSXW2X+BLfHhQwki6hXFeHhD8/Ro1Bh81DZ+GnvDScb/jwCOuA1hbXkg/6TcaM4FiEKzwg4vFx36Gf4S9zxU3demJD7inMC0toMZ/JVShGhMIDZ2qa8sOu9LKJrRmgCsDbcRPx+InfbLabWBY7i89hZ/E5CBkeHokYDA+xDLcGRnfK+tftxTAM3G9ewT0WBcYBAGQDbuO2CTx7oD59J7SH10MUNqTVXMjmyj+9vV3Hmxum7eoOfGu1rdxuJLQ+dZvN47r99iPZ1nmZld/Ns9lXuX4RqjY/B/mYhdDs+RRmTTnkoxdAGBgPXeZumLVVgEkPY3kOeFI38D2DwXf3B6vXwjXpSYDhQXd2L0zqfIDHh6zvLWCkrqjd8xl4Cm/I+t5sdz0xvnLE+NrnJHZzFWNK76ZCjenR3li5Lxcv/JVtd2ypxoCBqywj7qN6uOPRwYGI9ZNj6R9ZNsGil8gIebllpJHv2XIgfCmKGqakfRsCxpbWki/T2eeNWm/zbGEJ0va6LagPbgvqmIKejhQq97AJGJ/sOQxCHh/lujrMCxt02eeXxN0E7aF1AIBeFw5CGNAfBp4Apfpa5FXrEOjWcueDS9F8hDHSV4bM0qYuABc0lRQwEluZNaUoL7VUhN3Urec1l7NwpfxRfI77Nj2x2bTsfy1g5DM8m9Y6m4Y2jSaObcOIwFtxk/D48e04W1uOaDcfPBia0CnXeTnu7dEftwX2wWdZh5FcloudxbZVwAbWjLcyLetQL0ndifE+Ycivr0Z6VQkeDEvAK33GddqKNZeD4Qugmv0pMNtS3V9/+m/oLxyGy+C7YdZWgieWQ3NgDWp+swSerQWVjEwJts5xA/grjdXVomZ7U6FQ7S4n07ZZTX38NLtX2e2u3vICRGFDoEvbAQBQf23J4VQkPQX5mIXQXziC2t2rIO1zA1wGz4FZXwf9+WSIguLBc9Ah4dEhgbgjxhu5VTrM2pAOM8uiVGNbWPB3ViX+zqq0e66LkIdvemcBBZbiIaFvRMvvq51qDDquj6Kv1BL8eopd8GjEYHxw9gC8xXIUNgSU5Q4qpfPqqrmffSSORyavF6HNqqBnBsfZNfm+HMrb3oUucw/MVYXgm42IryrAIWUQINThyyOFeH5M9w57LcB2dBhGISI9ZUBB0xf9m/5Zg2Pj57da/d0SncmIOQc3osaow5qEWzskZaE1FDB2srsPbgLyLIUa7/edzC1lRJr8VXwei5uNNlkb1qwvIXFuuFcIDo+f1/qBV5lCKMZjkUOhCdVj4B8fI19b3eKx1gHlx+cOYpxPKEb7hF6Jy7wskp6jIOk5CgDAb1jazHXiU1BMWAzWUAee2BJEmGpKUZe8FrW7PuBGDRVJT0IxcQmMJWdR8spA7px8d3/IRy9A1U9LbF6Lp/CGx33fofTdpvQDWeIc8KRuMBRmQBp7E4R+vaA79y94Lh4wa6sg6TUGAIvyT2+HSZ0HRiQD392/aV1vvggwdXwLEFZXywWL1mp+fx01v7/OPdal7bArOhL3HA3ZoNlg+AKIQvqDkbiCra+Br5svfBViZD5mGY26Y90p/H7G8RRnow13RmNcmBLFLy5AY5mOOGLkZb03a8XNKqQbvRA9Bkt7j0RqZRHG7P4SAFDuYIQxvbqp8K9nF1rVqjNYr1EdJHPv0GARsLTWUt31Ocret+R8J6ovcgHj9ynFWDY6pEMHdGxGjI1CS1qG1jbo//jcIbwZl4TWXNCo4S6UwN0qVWJLQQZ2FFl+T9/K/BcrYsZ3zIU7QQHjFbTw2DYKGJu5oFHj9v3ruOWfmns1ZjyS/DruGz/pelwEIuwYcTdeTNtl08jcmZv3fY+hnsH4NmE6VFfgm3VHY3g8MOKm6Va+wguKcYugGLcIrEEH8HhgGlYxEniHQxgQC0NeCsS9x8PzwQ0AAGm/6dBnJUPgFQrWZIAwIAYMw0AxcQlqfn8NsgF3QHnn+3avLepuX+jg83wK2PoaS29JkxGGvFQALASePcDq66DPSwVPokDNjjdhqiyAOHwY6s/sgUAVBHOdGobcEwAASexNqE/Z0vF/YVZ0p3dBd3qX3XbF+CfA9wiGNH4qeBIFnh0VgnKNAWklGowPV0HIY7AprRRmFvB3FeG1pDCMD1dBn30YpvILluuPmwJx+NAOu9aCZhXS1oQ8vs2oUJneflWojIam+95ily6RltGZbugWieVpu1BpqMfLfcZ2ymuIQgaAEcvB6moxuOIi3usxDBDWo7hCj9wqHYLcJWBZFktSd2JXyXm8E3cDYt19cUxdgMGeQe3Kqy61HmE0iSwjjHoZUBoIeFnaBTVfwcyRHYVncfuBdVCKpPh71L1cD2LrtKNNuacoYCTXrwpdHWpNeixN/aPFYNFNKMFDoQMd7iPXlwCZG57pPdImYBQwvBbvDQD4t+wievz6Nnhg8En/KRjl3QPrclJRZzKgh1yJ/kp/eIpdUKHXwk0o5r6dm1mWm84+W1MGrcnYYl7Z1cA0y09lGAaeD2+B7sweiMOHc9v5Ci+b5RcbuU58CooxC9tVuMHw+GAa8qkYvgCi4L5NO12UkDas1esomGJZFqxBC15Djh1rNkG99iEYco5BFDYEfIU3TDUlEHh0h2zg7TCWnEfFV3cDfCHcb16Byk1PwVztuL9iezQWCtXseAPud36AMJMRO+eOsRk1+uzmXqioM8BdKuDugVqrKXN5Q3ujjnLWas337g6m0j2s8hKbry9tYs043RAw9nLtmJ6QXZm3RI5j4+ejXF/Xae3TGIEI4vChqD/1O6Jri9FdU45skSUfNub9Q3hnUhg+rtiMs7WWYGz+0S1wE0qQWlWE2wL7YPWAqW1+Lev/n1KIEejekCNZ3AO+3joUsSXIrq1oteDmi4auF2q9Fu9k7sP7fScDsExJN6o3ta8l26WigPEKU+u1LbZV+K84oS7ExL1fQ9vKTS4XiCjn8z8kxEWJeWEJ+CU/A6/GjMNwr+6QC0So0GtRoa9DVq0aM5M32D3PDBb3H9ns9NwyvhCvxUxAgkcApv37HQrqa+AnUXD5Y+sSb0eSXwS25GfgtYy9GKDyxwvRY7rM7ypP6gZp7E1tPr4jq3xbfS2GAWMV+DA8PlRzVrd4PN/ND74vpgN8IRiGgTR+qs1+U3UJwJphqshFzV8rwZOpYKopgSigD4yl2dAe2+T0ekwVuSj/yHJO2aBZcL/jfZt1wFUyy8ht7Z5PUbXpqabrUgZAFNYxo4sVujrweTx8fO4gty3KwUpLcoEIKpEUFXotzlSXocagg4ll4S6S4ExNGdebtbfb9R8wAoBKLOv0GQNp3FTUn/odAHBz0Sm83a0p5emxf5KB4KaRu4t1ldzPG3JPYrxvGKYHRrfpdUrrGwJGMw9+chkUoqbRSbFZBjCWNaXLdHXwkjgePa4x6LCntKmYa0t+Bt6NnwQ+w0OV1ZKTV6oROAWMV9gNe7/F/rEP2GyrNxnt+jGZWRY6sxFSfutNd5s7WpGPVecO4u7ufe36bl1tn5w7hKdT7XOXHLnclQ3ItefVmPF4tdnUio9EDh+JHL1cvbFzxD2Ye+gnbgnEtqozGbDwuG2lcKHVdOFjx7fjYHku3j2zH4Ald4wBg3fjJ4FhGPxRdA5rL56Av9QVYXIPMACOqPOxKGIIwhT/raKsjsAIWl4zujHXk+/mC4/7vrPbb0h6Eroze8F384WoewK0xzahavOzgIP1mOuS16IueS3koxeAkbjCJWEmeC4qVP78DOr2fWVzrPsd79mtyNNeFzRqJO352mZ1FwAY7d0DgVbNqRsxDINoNx/sLb2A45WFiPr9PWiNBmwZNtum+K9Xs+X7yKWT9rsFVT8vhVlTjrm5R/BuyAiYGTMg0gL+mU6fe9/hnzHIIxABDv5fNseNMBqF8HcVg89jIBfxUas3gW+QAg2/AhfrKlsMGNfnnITO6r6uNNQjtbII8cpuNgGjkTVfkUbgFDBeYenVJfi1IBM3dIsEy7KYc3AjthacxvNRo7Eocgh33NxDm7A5PwOr+t2EGc2WT6vUawEwdk1eG91/ZDPO11ZgU14aKm9+rjPfTrtk11a0GCy+Hz8ZCqEIUW4+GPznpzCyZrwU3Tl5LOTaNdAjAKcmWoogsmsr8NG5gw4blbdXQX0NFyw2+vrCMfyUn4aXo8fhmZM7Uetg/dfcuipsGTbbbrvRbIbAalQLwDW5skNXJPSNtFkvXD7yIUj73YqaHW+AEcmgP38A+uyDNs9prOi2rvK2Ju1/W0MB0OX5Nvu4XbAIAC86ycmLc/fD3tILAJpWdmneKSK2C6VMXOsYvhDS+GnQ/GtZN/zlM7/hGVUo4H0R4DfMetW7WJbzk1faPT/69/dRMmUJRA6abpfWa8Awlkr4Ei5gFKGbq2XwQyG2BIzQS7iAMaeuEv0d9M8FgN+LzthtO1VVgnhlN1RaBYwAUGPUd/ogCwWMV8HM5A34IfF29HHzwdYCS9PZ5Wm7EKHwRIJHAAQMD5vzMwAAT6fusAkYs2orMH7PV9AaDdg9+j6HuR7nrXpZ1Rh0UFzFkTrrfyQfPb69xeNG+nTnelIdGT8Par0W8cpuLR5PSHe5Cm/FTcRbcRPxW+EZzDiwHiIeH7+PuBub89Px3hlLaxc+w0AhENt9wLZFtUFnNzJpbW/pBUz9dy1ejB6LB45sRkZ1KUQ8PvRmEwJlbng3bhI+OJuMPaXZ8BK7YH5YAh61+mKoN5twXF2APm6+kAnaP5tALPgKT7hPfwOA5TPHXFWIim/ug/78fqfPE4YMgOsNz3K5mSzLIqWyCEqRtF1VuibWjI/PHcI7Z+xbJA3zCkG0g+noRoM9g/D+2QMt7g+TqxDjRgFjR5INmskFjCPLsyCMzISBZwmHEtyDcfBAN8AsAFQFiOomxhCXKHxRuwkmWHKqvX9ZgZNJC21GjXeXZGHqv5YR8f/16N9UJW0UopuiKWAsrAGM+qZ/k3M0lQ6vsUhbgz0lluloN6GEG1HMrLHktVbpbT/P1HotBYzXq7dP/4tHIwfbbHOUn1Vt0GF9TirMLIs7gmLwTuY+rr/TqL+/QPrER+EqFKNIW4Pn0/7CAKVtk+YKvfaqBYzrc1Kx6Ph23BIQhbfiJtrkYjTq4aLCzOBYmwamIS5KrhKMkLaY6BeBg+MeggtfBH+ZK+KV3bA8eizSq0ogEwhRbzLigSOb0V/pjzfikmBiWYRtexvVRp3duQaqAnCoIq/Nr727JBvDd33GPW5cPza3rgrT9//AbS/VafBS+t+Y26M/XIViHCjLwQ17v4UZlv5/vwydhcGeQag16rtM7mRXpDMZoTHqwTAMdCYjt0RmI4ZhwHfvBsXYR1DuJGDkufnB6+GtYIQSVOrrIeKZsTHvFBYes3xBeCJyKMIUHghxUcJXIscn5w5huFcIsjVqZGvUeDB0IE5WFeGLrKP4t+yi3fnlAhFqjXosaKXp9CAP56uY7BhxD41MdzBRUDwEgXEw5p6Am7EeD2fvxzuhw+EhkmH7qFl4zpCNVQfzgfIApJUDaSgBlKGA/1nuHC+n7canA6YAAPaX5XDBIgB8Zj3roZc2jTCKLCGXvk4ENLRfzKlznF7zduY+GBqK/uaFJeC1jD1g0RRgNv/sUuu1Hd6KqDkKGK+SI+p8zEr+sU3HPnDkFwCWKrJztU0JubVGPR48shl+EgW+yD4KwJLzYK09N9EFjRpb8jOQ5BeBiDZWqTmbZns3cx/qTAasuXgCay6ecHjM0fHz6MOQdAhH96x1scCe0f/jfuYzwEf9bsIPOSl4PHIovCVyaIx69GzIFdOZjKg16jF+z1c2I/YDVP54MHQgztVWYEXGnnZfo4llEbT1DbgKxHYf+FP+Xcv97CoQY0nvEXggdCC2F2YiVK6yqZS9oFEjraoEo7x7XLWRSb3ZBFEnLd94QaNGvrYagz2CbD4fUiuLbIJzAJgTEo9ne49EgbYGccqmNYMlURPg924ZPtu9Gvq0HQhPehKjRBIUfnMvRN5h8L13DRihBIfK8zD5n2+5QL9RY+N4a5+cP8T97CwVIt7dD2sG3Yo6k6HVz1J3kdSmAKu5K9GQ+b/I456vUfzaYEBfh1sLUvFe96G4MzgGfIaHO2J9LAGjNbUfoCwCZJb/T+tzTsK1rDdqUIt12pZnIVCvQDdXy/yzq8Ty+6LR8iHm8aEzm3CxhRHG3wot09E+YjkeDk/EV9lHUVRfi7yGfrVVzWZMKg32jd87GgWM15CnU3bYJMACwPZC+xwHa2qr1QNYlkWWpgIBUjecrS1HvcmI4vpaTPKLAMMwuO/QzziizseX2cdwfPx8MAyDi5pKeIhlkDtIUv82+zheSPsLD4cn2uRfak0GvJ6xF6etWkq0hIJFcrXc6N8TN/r3dLhPzBdAzBdg/5gH8PCxbagy1OP12Ak2I9+jfXrg2+zjNl+GGFhWJmLB2ixz5iV2sWmz4Whk01q1UYclqTuxJHUnt21u9354JWYc6owGDN/1GZfvdmLCAvhLXSHk8W1aBjU6WJ6LUp0GN/hFtun3TW82gc8w4DM8m21vZOyFt0SOGcGxuOfgJvzR0Ez9obAE3Nu9H0ysGT3kKphYliviY1kWX2QdxYHyHDzTewRCW1i1qVxXBwlfgANlOdiYl4Yfc0/CxLJ4rvcoxCn9sD7nJLYVnHZYDfrtheP49sJxAMDC8ERM9e+NtzP/hZE1Y4R3dzxTVQ4E9Ifr6X14LHIIXuhzCwDg5hPbMSs4Djfv+77Vv5P2UgjFbSqMaLRm0K0Y29DA29qMoFgHR5OOIPAMgcvgu6DZ/TFcTTo8oynE3eGWWb8YXzmyFyfiQE41FmzJRIXWCIABLvYBQo8CIh3AsPis9HdArAVa+s5mZoBqD/hzU9KW34tanRmhMjecq61AjlUldqNCbQ1X2DfCuztkAiECpG6WgLGuCizLcr//jdQOVgrqaBQwdrIfEm9HUr9E7Cw6hypDfavtP5w5azW62FbVxqZvIa9m7MGbp/+xO+at2Im4IzgGR9SWb1QXNGpkaSqQXlWK2Qd/RA8XFf4dc7/dSEZjbtfytF3wlsgx1DMYwS7u+PBsMlaecZ47BABrB93a7vdDyJUk5gta7L02QBWAAaoAvNd3MpLLcyHlC2zybu/Yvw6/F53FGO9QrBl0K4K3vsFNMV2KL7OP4suGmQRrcTssBR0yvhAm1gw+w4O3RI63YpPgJ1Vgwp6vAQAv9RmLu0P6YldJFvK11ZgRFAs3oZgLImsMOgz9azUu1lUizt0PT/UaDlehGCaWxYr03ThQbmk2/HNeuk3D4Y/PHbRpH9OSTXlpmBkcizuDYpGlqYALX4jFKb+jwsk/dC+l/93mvx8AeP/sAZt8wMaVMABLEP5CWlPD75/y0vFTXnq7zu/MJL8I7Cg6CxPLYqp/73Y9t7/KH0t6jcCKjD2YF5aAWwKicKKyELcFdr01n68noqC+aPwad8fRdRB6BACTnwUAKKVCTIr0QOZjg3CuXItvjhfhligvjPuhDgg9YXlS86KYvEig2hPBUTm4qC8GSkIAswB+DVPSPnLLwAsLwKyzFK3mNgSA1l/mDlXkcj8PVFnSzAJkrjiizkeJToMqg85uRFytb3+OdntRwNjJQlyUYBgGE/zCAQA6swkPH9vK7Y9x80VqVVGnvX6V3vIthGVZfOXgHxsAeCLlN7uk6347m5rZZmkqcLgiDyO8uyOjugSlujokqGxzJecf3YLuLkocHjePS9RtySMRiVhOFdDkOsFjGAz2DLLb/uXAW5BSWYg4pR+kfCFWD5iKtzP3wVcix6HyPPjLXDHGJxSjvHugj5sPnj35JzbknnTwCm3TNPpmwgWN2iZ/EgCeO/knnjv5J/f4GavRy+d6j8KqcwdR3rDayInKQtx5YL3D12nL6hQt+e5iCr67mHLJz2800S8Cw7xCcLQiH5vy0i77fNaW9h4JEY+Pj84mY6BHALYVOG61Eufuh7k9+mFOSDz3D/7+shzka6swzT+q3a/7VK/hmB8+iJvN6ddC5SzpOMJA2xHcmp1vQRw50qZBvZDPQy9vF7w2wbIUae7CiYj6oRrVrlm2JzvXD6i3rOZz8WQPAD24Xd4ulsGWSREe+OxwAQDgQgkLKIF6sxElOo3NSkD/lDblxCZ6WnJcA63y/B39DtII43VodkgchnuF4IEjmyHmCfD5gGn4tTATjx7/tVNeb3HKb06rPBs5Gha3Vmmox7macgz5czXMYLG45zC7Y7I1aqRWFkHjoP1Io0CZG56ItH8uIdcbmUCIRKtAclpAFKYFtBxIrB4wFasHTEVGdQnO1VTghbS/ECb3QHp1CXIdJMbfHNC7w0bI2juSB1iqz00s2yGvb03M42NOSLxt4QAAHhiYweLukL5Y3mcM3IQSGM1m9Ff5o5tUARPLYu6hnxyeM1SusslFbU4pkuLWwGg8GDoQPeSWaoRHIizTkzfs/Rb7rIpaRDw+tg6bjQSrYpXG0SFHXxzaw1HqD+k8Au9wMFJXsFbr2Jd9YFlJRfW/HyDtM9HuOQqxAOkzpyPy1/egMVsGZGb4JILlB+KHFPsVi5aNCoK5sgA8924Y2cMdvbxkyCit40YYAcusno9Ejn1lF/Fkyu9Iq7KsIe4hknG5ywEyV+74LQ1dVKypr0AOI8OynfAbT5CWlobo6GgcOHAAvXr1avV4lmVxsa4SyeW5eLChyKUrWdxzGHwlcjx+4rdLen6iRxDWD74DUr6gXetxEvJft6ckG/ce/onrjjDWJxRLeo1AP5U/jqsLcKA8Fzf790aZvg43/bPG6RRvWzwYOhDhCg98mX2U+4erUaJHII6qCyDm8fFd4u3wFrvgpn/WoESnwYqY8SjU1kBrMuDzrCMIlavwUFgCbg+K4SqGR//9ObcG7j3d++Kr7GPcuXePuo/rN8gwDL7IOoJ3Mvdhbvd+eLxn21ZgKdTWYP7RLYhx98XS3iOhMeoh4Qsh4QtQUl+L7y+moL8qAJEKT/xWdAbVBh1u8ItA94Yg0ZELGjVez9iLMT6hbV7lg1w7avd8gqpNTzvc5730MIQ+4dxj3bl9qDu0DvIxC5EulmNDzin0dvPGjKAY7MmuxNS19jMEZ4O+hf7YRkhiJkN17xpsP1OOmevTAddSIMjyhe/9vpNxW2Af9Nz+rk37r6n+vfB1wnQAwK8FmVwnFRlf6DCfNzXpYRwsz8W5mgoM9QrG+39vxR/3P4dTp04hKqr9o97NUcDYSdobMFpz/+kl7uczkxbBxLLo9dvKDru2TUNm4JZLSPR+JCKR623XFv5SV/w96l6U6jQIlXvYrWZDCGm7Cxo1TKy5xcIRwLJClJE1Q8Tjo0ynwV0HNyG3rgqf9p+Cfip/bCs4jV/yM7C/LIcrwrm3ez8M8AiA3mTCON8w+DVrU2NmWfySn45AmTv6q/zBsiy0JuMlVWdXG3T4KS8NY3xCuR52B8py4CoUO1w6j5ArRXv8F1TveAPGgqYUB3HUBHjM/QaMUAL9hSMofceSSiUM6gvPhdtQtfEpMHwhXKe9DJ5Ihm+PF+JMqRbHC2twoqAGW2/vAZ/3ooCGMEsYEAPe/D8R9nYyIKoDIg4DsBQ3HazItRsFfztuIu7t0R8AkFFdgsQ/P7XZ7yaUwFMsa3n0PL8MeO6bDgsY6V/wLihI5s5NEXuIZWBgW9l4YfJi3PTPGi73MVLhCS+xCyr0deivCuAqBh15IzYJY3xCnb6+dZNQaymV7cu1HOsTCm+JHN5WuRmEkEvTlt6kPIaBiLGM4HuKXfDr8Dk2+28OiMLNDdPiOXWVMLNsq+flMYzNVDrDMJfcysdVKMbd3fvabEu8zGlcQjqCNH4KpPFToNn3FSrXLwIA6NJ2oOT1YZD0mYjav97njjXkHEPhE00FbppD30MWPw23D7kH4viB3Hbdmb0osxqTM+Slwqs8Hff298MXRwosVdQ8Ft/n2Of1ugrEmOgXwT2OVHjBQyTj8owBoK+yG6b49+q0lLbmeK0fQq60RRGDIWB4eCgsAXyGBx7DIKxhykQuEMFdJMGGwXdwzX2fixqFbcPnYP/YB7Ey/gb8MnSWzfme6z0K0wOisHnoTNwfOgAAMM1BFd9AVQBOJi3EhclP4Pj4+ZA1W8d6dwvFLDK+EKO9e9ht95UoHBxNCOkKgmTu1CCfkGZchtwDcc/R3GNjyVmbYNEhQz3qDv2AsvdvgKnaksfIsizKPrzJ7lDd2b14e1I4fORioM6+9VKCKgDrE+/A36PuhcjclOfIYxhM8bedreyr9MNdIfF4pteI9rzFS0YjjF3QPT364a7ufW36qb0TfwPWXjiOeQ2rBvhKFdg/5gFU6OtspnJ4DIMR3t1tznd/6AC71V5ej52A/ip/TPANh4E1IVimtBk16C5XYd+Y+/HdxRSHDWwbKQQiXLhxMTRGA2J3fGBTqaUS02oVhBBCri0uw+6D7vSu1g9szmRA7e6PIR81H/pz9stEApY8SMWYhQjzkKI4PxIIOwbwLfmItwf1waf9pwIA7voxHb9kpOG+/n5YkBiAEKUUs0PibFpryU1KpBTV4slew3FbUB/MPfQTBAwPK+NvQG83b2RkZCDxuW8cXcYloRzGTnI5OYwd4bmTf+KDswcwwTcc6wffccnnSasqxpC/Vre4/9C4h7iVDE5WFmHs7i+55uLbhs3BUK/gS35tQggh5Gow1ZZDl/k31GsfAhoKTATdekMUGIe6g5YaAL5XKMyacrCtdBkRBsYBLAtDXgoYiSv8XsvGou3n8fUxS5rXnoei4C0XgWcSY+W+XGRVaLHjrG1e4phQJb67rTdG7/kc6dUl8BC6oDwlDjALsGV2DIZ3d7d73YyMDCQmJlIOI3HuhejRmBUcizBFywnybdHbajkyR8KsEvD7uPsiNWkhHj3+K3opvDCEcpMIIYRcg/hyD8j6TYe452gYLh6DsfwipDE3gO/mC+XMpj7FLMsCRj3KP70NujOOlwt1u+U11KdshSEvBWx9NfQXjyLcsykHcsTHrfcS/eu8Gr+frcDWYbPxW+EZnDzPx6dmNQDgpV3Z+OPe+Mt8x62jHMbrFJ/hIdLVy2Z5r0vBMAy+G3Rbi/ubL0PmI5Hjh8TbsSx6NC37Rwgh5JrGd1FB0nss5MPuBd/N124/wzBghGIIfCMcPNtC6NsT4t7jucdl747HcEUFeKypxec4sj2zHB5iGWaFxKGurinNrEbfvvNcKgoYSasm+UXgvfgbsKrfTbgweTG3fQCtREAIIYRA0mey3TaewgvuMz4ET+YOcdhgMOKmjiGqT4djX83/EGCy7z4i4DUNtlgPu/yUVoqcSksHk6yKpnoBo9k+s1BvMqNM0/IiGpfiupiSXr16Nb799lvU1NQgMTERL730Ery8vBweq9Fo8PLLL2PHjh0QCoWYMmUKnnzySQgETX8Vu3fvxhtvvIHc3FyEh4dj2bJliIuLu0LvputhGAZ3WbXCmB82CNsLM7HkClVmEUIIIV2ZOGI4VPetBRgepH0m2e1n+EJI46ehLnkNt81VX4bHRRuwiL8QoSopFg8PwuSenhDyLKsoldTqYTCx+Dm9FK/uvgijmcU/FyoxM87XJmAsrrENDM0si6SvUnAstWOXzbzmRxg3bdqEjz/+GMuWLcO6deug0WiwaNGiFo9/8cUXceLECXz11VdYuXIltm/fjo8++ojbf/78eSxYsACTJ0/Gzz//jL59++L++++HWq2+Em/nmvBKzDgcn7AAo1vp50gIIYT8FzAMA2nMZIfBYiP3W9+CdMDtNtvG1/6JtKo78GvZvZjuWwvhhX/B5B6FVMBDiFKKcE8ZpvRqGgBLL9FAozeh0CpIrNGbUKMzArCMPE748gSOFdR08Du8DkYY165dizlz5mD8eEt+wKuvvoqxY8ciIyPDrjq5qqoKW7duxWeffYbYWMui448++ijefPNNLFiwAHw+Hxs2bEB0dDTmzZsHAFi6dCn++usv/PLLL7j77ruv6HsjhBBCyPWBEYqhGPsotIfX2+4w1MFUkYPil/vZbOa5+UE56xOEhg+HmM9AZ2KRVqxBeonG7txv/5OLghodNpwssdvXUa7pEUa9Xo/Tp09j0KBB3LbAwED4+/sjJcW+c3paWhpYlsXAgU2d2BMTE1FZWYmLFy2Ly6emptqcj2EYDBo0CKmpqZ34TgghhBByvRP4REIY3K/1AwGYqwpR9fMSCHgMenq7AADSSjQ4WVRrd+zK/bmdGiwC13jAqFarYTaboVLZLhyvUqlQXl5ud3x5eTlcXV0hFAptjgWAiooK7r8eHrataJRKpcPzEUIIIYS0FcPjwevRHfB6ci/As5/k5ats29EZC9KhPbkdUQ0BY6nGgD/Pt54il4gzeEJ+oGMuusE1PyXdHo56lDdv/UJ9zAkhhBDSWRi+AKKAGPivLIPm4PcwVxbAZfj/AIYHnkQBk6YCZSsnwlicCQCo+GwGJiSuwPewNN/enmkZwOopKEOOXoY6nszm/D/eGoaor2bhbFE13urA676mA0alUgkej8eNDjZyNEoIAJ6enqiurobBYOBGGRtHDhtHGj08POxGE9VqtcPzWfvtt9/w+++/c49pRJIQQgghzrgkzLDbxndRwfXGZaj4fCa3rV/Km1BK3oOaZ1l/erb2Fzyt+QL1Um/cIFmBUp4KJvAwzfUien9+O1hDUxX1ihUrbGKYpKQkTJw4sd3Xek0HjCKRCD179kRycjISExMBALm5ucjPz+eKWqz17t0bDMPg8OHDGDx4MAAgOTkZ7u7uCA62LGEXExODgwcP2jzv4MGDmDNnjtNrmThxos3/gLS0NHz33XeX9f4IIYQQ8t8j6TkawsA4GHJPAACYugp8iHcwU7YcDGvGXdpfLMdpS7DC8C6UbDXCTTmAg7GqJUuWdMjSgNd0DiMAzJw5E99++y3++OMPnD59GkuXLkX//v3Rq1cvFBcXIykpiStYcXd3x+TJk/HKK68gNTUVycnJWLlyJWbMmAE+nw8AuO2223Dy5El8+umnOH/+PF555RXU1tZiypQpV/NtEkIIIeQ/ghFJ4b14N3xXZAECy6oucXXH0dN4Hn2N6fAzl3HHDjSesgSLneyaHmEEgOnTp6O8vBzLly9HdXU1Bg8ejJdeegkAYDAYkJ2dDa22aWj2+eefx0svvYS7774bAoEAU6ZMwfz587n9oaGh+OCDD/DGG2/ggw8+QHh4OFavXg2lUnnF3xshhBBC/rv4LiqIw4dBl/EnAOBOwy5oTK2P9ckSZkJWxQO2rGn12LZiWKry6BRpaWmIjo7GgQMH7PpBEkIIIYS0hVlXi8LFAW0+3vflM+C7eiMjIwOJiYk4deoUTUkTQgghhFzPeGI5pHFT7baLwofZbXO79S3wXb075zo65ayEEEIIIaRDuN3+jt02Wb9b4blgC/eYkbhCPuy+TrsGChgJIYQQQrowvosKHvM3AzxLga4wuD+k8VMhDO4HnqsPAMDt5lc79Rqu+aIXQgghhJDrnSRyJHxfygSrrQLfszsYnmXMz+eZgzBVFkDg17n1EhQwEkIIIYRcA/gKT0DhabONJ3MHT+be6a9NU9KEEEIIIcQpChgJIYQQQohTFDASQgghhBCnKGAkhBBCCCFOUcBICCGEEEKcooCREEIIIYQ4RQEjIYQQQghxigJGQgghhBDiFAWMhBBCCCHEKQoYCSGEEEKIUxQwEkIIIYQQpyhgJIQQQgghTlHASAghhBBCnKKAkRBCCCGEOEUBIyGEEEIIcYoCRkIIIYQQ4hQFjIQQQgghxCkKGAkhhBBCiFMUMBJCCCGEEKcoYCSEEEIIIU5RwEgIIYQQQpyigJEQQgghhDhFASMhhBBCCHGKAkZCCCGEEOIUBYyEEEIIIcQpChgJIYQQQohTFDASQgghhBCnKGAkhBBCCCFOUcBICCGEEEKcooCREEIIIYQ4RQEjIYQQQghxigJGQgghhBDiFAWMhBBCCCHEKQoYCSGEEEKIUxQwEkIIIYQQpyhgJIQQQgghTlHASAghhBBCnKKAkRBCCCGEOEUBIyGEEEIIcYoCRkIIIYQQ4hQFjIQQQgghxCkKGAkhhBBCiFMUMBJCCCGEEKcoYCSEEEIIIU5RwEgIIYQQQpy6pgPGTZs2YcyYMYiJicGsWbOQnZ3t9Hij0YgVK1YgISEB8fHxeOqpp6DRaLj9eXl5iIyMtPtTXV3d2W+FEEIIIaTLumYDxgMHDmDZsmV44IEHsHHjRnh6euKBBx6AXq9v8TmrVq3Ctm3bsHLlSnzzzTc4deoUli9fbnfc+vXr8e+//3J/FApFZ74VQgghhJAu7ZoNGL/77jskJSXhtttuQ0REBF599VUUFxdj7969Do83m834/vvv8cgjjyAxMRExMTF49tlnsW3bNqjVaptjlUolvLy8uD8Mw1yJt0QIIYQQ0iVdswFjamoqBg0axD2WyWSIiYlBSkqKw+Nzc3OhVqttnjNw4EAAwKlTp2yOveuuuzB06FDcc889OHHiRMdfPCGEEELINURwtS/gUlVUVMDDw8Nmm0qlQnl5ucPjG7erVCpuG5/Ph5ubG7dPJpNh6dKliI+Ph9lsxsaNGzFr1ixs3rwZYWFhnfROCCGEEEK6ti4XMC5btgzr169vcf/AgQOxZs2adp+XZdlWj1GpVJgzZw73ODY2FllZWfj++++xbNmydr2eTqcDAGRlZbXvQgkhhBBCLlNj/NEYj1yuLhcwPvHEE5g3b16L+0UiEQDHo4kVFRUICgpy+DxPT0/uGLlcDgAwmUyoqqqyG6m0FhUVhQsXLrR63b/99ht+//137vH58+cBADNnzmz1uYQQQgghnWHZsmUIDQ3lHiclJWHixIntPk+XCxhdXV3h6ura6nExMTE4ePAgbr31VgCAVqtFamoq7rrrLofHBwYGQqlU4uDBg1xQefjwYQBAdHR0i6+TmZmJHj16tHo9EydOtPkfUFlZiVmzZuHFF1+EWCxu9fmEdKYVK1ZgyZIlV/syCKF7kXQZ1/u9qNPpkJubixEjRsDd3f2yz9flAsa2mjlzJu677z4kJCQgLi4Oq1atgre3N4YPH84dk5SUhMcffxzjxo0Dj8fDnXfeiffeew8BAQFwcXHBK6+8gsmTJ0OpVAIANm/eDJFIhF69esFoNGLjxo04evToJd1Q7u7uCA0NRd++fTvsPRNyqTw8PBAVFXW1L4MQuhdJl/FfuBc7Mga5ZgPGxMRELF++HKtWrUJpaSliY2Px6aefclPWAJCdnY2amhru8fz581FXV4dHH30Uer0e48aNw/PPP8/tZ1kWH3zwAQoKCiAWixEZGYmvvvoKPXv2vKLvjRBCCCGkK7lmA0YAmD59OqZPn97i/szMTJvHAoEAS5YsaXHEcNq0aZg2bVqHXiMhhBBCyLXumu3DeC1ISkq62pdACAC6F0nXQfci6SroXmwfhm1LvxlCCCGEEPKfRSOMhBBCCCHEKQoYCSGEEEKIUxQwEkIIIYQQpyhgJIQQQgghTlHA2Ebz5s1DZGQk9u/fz23Lzs7G7NmzERMTg9GjR2Pjxo12z1u9ejWGDh2K2NhYPPjggygtLbXZ35ZzELJ69WokJSUhNjYWCQkJePDBB5Gdnc3tp3uRXCmffPIJpk2bhvj4eAwdOhRLlixBRUWFzTF0P5IrYefOnbjrrrvQr18/REZGwmg02uyn+7CDsaRVGzduZOfOnctGRESw+/btY1mWZfV6PTtu3Dj24YcfZjMzM9kNGzawvXv3Zvfv32/zvLi4OHbHjh1seno6O2vWLHbmzJnc/racgxCWZdnt27ez+/btY3NyctiMjAx23rx57Lhx41iWpXuRXFn33Xcfu3nzZvbcuXNsSkoKO336dHb27NncfrofyZWyefNmdtWqVewnn3zCRkREsAaDgdtH92HHo4CxFXl5eeyIESPYwsJCm4Dxzz//ZKOjo9mamhru2MWLF7MPPfQQ93jq1KnsO++8wz3OyclhIyIi2PT09DafgxBHTp8+zUZERLClpaV0L5Kr6tixY2xERARbXV3Nsix9NpIrLzk52S5gpPuw49GUtBNmsxlPP/00Hn74Yfj6+trsS01NRZ8+fSCXy7ltiYmJSE1NBQDo9XqcPn0agwYN4vYHBgbC398fKSkpbToHIY7U19fj559/Rvfu3aFSqeheJFeVWq2GWCyGVCoFQJ+NpGug+7DjXdNLA3a2r7/+GjKZDLfccovdvoqKCnh4eNhsU6lUXC6PWq2G2WyGSqWyO6a8vLxN5yDE2t9//43HHnsMWq0WISEh+Oyzz8Dj8eheJFeNXq/HRx99hKlTp0IgsPxzQvcj6QroPux4NMLYgvPnz+PLL7/Eiy++6HA/2wEL5HTEOch/R0JCAjZv3oy1a9ciNDQUjz/+OAwGA92L5KowmUx44oknAABPPfUUt53uR9IV0H3Y8WiEsQUpKSkoKyvDqFGjbLbfe++9mDRpEgICApCVlWWzr6Kigvu2olQqudGf5sc0fmPx8PBweg5CrMlkMgQHByM4OBgxMTEYOHAg9u7d2+p9RPci6WiN6TrZ2dlYs2YNXFxcuH10P5KugO7DjkcjjC0YO3YstmzZgs2bN3N/AODFF1/E4sWLERMTg1OnTkGj0XDPSU5ORkxMDABAJBKhZ8+eSE5O5vbn5uYiPz8fsbGxANDqOQhxhmVZCAQCuhfJFcWyLJYuXYqUlBR8+eWXcHd3t9lP9yPpCug+7ARXq9rmWmRdJa3T6dixY8eyCxcuZM+cOcP++OOPbFRUlE25/Y8//sjGxcWxO3fuZDMyMtjZs2ezM2bM4Pa35RyEsCzLvvHGG+yxY8fYvLw8NiUlhZ0/fz47YsQItrq6mu5FckU999xzbEJCApuSksKWlJRwf4xGI8uy9NlIrhy1Ws2mp6ezGzZsYCMiItiTJ0+y6enpbG1tLd2HnYACxnawDhhZlmXPnz/Pzpo1i42OjmZHjhzJbtiwwe45n3zyCTtkyBC2T58+7AMPPMCWlJTY7G/LOQhZtGgRO2zYMDYqKoodNmwYu2jRIjY7O5vbT/ciuVIiIiIc/snNzeWOofuRXAmbNm1yeC8mJyezLEv3YUdjWJayOgkhhBBCSMsoh5EQQgghhDhFASMhhBBCCHGKAkZCCCGEEOIUBYyEEEIIIcQpChgJIYQQQohTFDASQgghhBCnKGAkhBBCCCFOUcBICCGEEEKcooCREEIIIYQ4RQEjIYQQQghxigJGQgi5DpjNZgwbNgyenp549tlnr/blEEKuM4KrfQGEEEIuH4/Hw/fff4+//voL586du9qXQwi5ztAIIyGEXCcCAwOv9iUQQq5TFDASQgghhBCnKGAkhJBOYjQasWzZMgQFBUEikaBXr17YunUrAGDkyJFYvHgx/ve//0GhUCAkJATbt29HXl4exo4dCxcXFwwZMgQXL17kzhcXF2f3Z9q0aVfr7RFC/kMoh5EQQjrJ888/jy+//BIfffQRYmNjcebMGTAMw+1fvXo1XnzxRRw7dgwrV67E7NmzMWDAADz66KP48MMPMXfuXDz22GPYtGkTAODEiRNX6Z0QQv7rGJZl2at9EYQQcr3RarVQKpVYu3Ytpk+fbrd/5MiRkMlk2L59OwCgqKgIfn5+ePPNN/HEE08AANatW4f58+ejvLy8Ta85a9YsHD9+HHV1dQgNDcXOnTvB49FEEiHk8tEIIyGEdIJz585Bp9Nh5MiRLR7Tp08f7mcfHx8AQFRUlM22iooKmEwm8Pn8Vl9z7dq1l37BhBDiBH31JISQTtCWyRuhUMj93DhV7WgbTQQRQq42ChgJIaQThIeHQywWY/fu3Vf7Uggh5LLRlDQhhHQCqVSKxx9/HAsXLgSPx0N8fDzOnj0Ls9mMpKSkq315hBDSLhQwEkJIJ1m+fDkAYMGCBaioqEBoaCjeeOONq3xVhBDSflQlTQghhBBCnKIcRkIIIYQQ4hQFjIQQQgghxCkKGAkhhBBCiFMUMBJCCCGEEKcoYCSEEEIIIU5RwEgIIYQQQpyigJEQQgghhDhFASMhhBBCCHGKAkZCCCGEEOIUBYyEEEIIIcQpChgJIYQQQohTFDASQgghhBCnKGAkhBBCCCFOUcBICCGEEEKcooCREEIIIYQ4RQEjIYQQQghxigJGQgghhBDi1P8BpxipfGf8C5oAAAAASUVORK5CYII=", | |
"text/html": [ | |
"\n", | |
" <div style=\"display: inline-block;\">\n", | |
" <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n", | |
" Figure\n", | |
" </div>\n", | |
" <img src='data:image/png;base64,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' width=652.8/>\n", | |
" </div>\n", | |
" " | |
], | |
"text/plain": [ | |
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"Sutters = ReadBeamline14IRSpectrum('0015 Sutters Mill IOM with epoxy contamination')\n", | |
"# We don't have a sutters epoxy measurement but it was embedded at the same time as murchison so we will use murchison b epoxy.\n", | |
"EpoxyCoeff = 0.38\n", | |
"SuttersNoEpoxy = Sutters-MurchBEpoxy*EpoxyCoeff\n", | |
"SuttersNoEpoxy.filename = f'Sutters - Epoxy*{EpoxyCoeff}'\n", | |
"PlotSpectra([Sutters, MurchBEpoxy, SuttersNoEpoxy])\n", | |
"SaveSpectrumAsCSV(SuttersNoEpoxy, f'0015-0013x{EpoxyCoeff} Sutters-Epoxy.csv')" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 17, | |
"id": "d37e8917", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"application/vnd.jupyter.widget-view+json": { | |
"model_id": "8bc09bf70bd94efe923b4f067e39b2bc", | |
"version_major": 2, | |
"version_minor": 0 | |
}, | |
"image/png": "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", | |
"text/html": [ | |
"\n", | |
" <div style=\"display: inline-block;\">\n", | |
" <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n", | |
" Figure\n", | |
" </div>\n", | |
" <img src='data:image/png;base64,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' width=652.8/>\n", | |
" </div>\n", | |
" " | |
], | |
"text/plain": [ | |
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"Tagish = ReadBeamline14IRSpectrum('0017 Tagish Lake')\n", | |
"TagishEpoxy = ReadBeamline14IRSpectrum('0018 Epoxy')\n", | |
"TagishEpoxyCoeff = 0.38\n", | |
"TagishNoEpoxy = Tagish-TagishEpoxy*TagishEpoxyCoeff\n", | |
"TagishNoEpoxy.filename = f'Tagish - Epoxy*{TagishEpoxyCoeff}'\n", | |
"PlotSpectra([Tagish, TagishEpoxy, TagishNoEpoxy])\n", | |
"SaveSpectrumAsCSV(TagishNoEpoxy, f'0017-0018x{TagishEpoxyCoeff} Tagish-Epoxy.csv')" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 18, | |
"id": "b496995d", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"application/vnd.jupyter.widget-view+json": { | |
"model_id": "bf57fe64467444969ea04d001802d6ea", | |
"version_major": 2, | |
"version_minor": 0 | |
}, | |
"image/png": "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", | |
"text/html": [ | |
"\n", | |
" <div style=\"display: inline-block;\">\n", | |
" <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n", | |
" Figure\n", | |
" </div>\n", | |
" <img src='data:image/png;base64,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' width=652.8/>\n", | |
" </div>\n", | |
" " | |
], | |
"text/plain": [ | |
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"PlotSpectra([MurchANoEpoxy, MurchBNoEpoxy])" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"id": "d4d64703", | |
"metadata": {}, | |
"outputs": [], | |
"source": [] | |
} | |
], | |
"metadata": { | |
"kernelspec": { | |
"display_name": "conda310", | |
"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": "3.10.8" | |
}, | |
"vscode": { | |
"interpreter": { | |
"hash": "eeab98f3aed7bce712a267731d0b9f928aceb4b0db1c522c46c5bc96c3db7ff9" | |
} | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 5 | |
} |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment