{ "cells": [ { "cell_type": "markdown", "id": "32ba3e0d", "metadata": {}, "source": [ "\n", "# Domain generation" ] }, { "cell_type": "code", "execution_count": 1, "id": "d74ea383", "metadata": {}, "outputs": [], "source": [ "import time\n", "\n", "from eminus import Atoms, read, SCF\n", "from eminus.dft import get_n_single\n", "from eminus.domains import domain_cuboid, domain_isovalue, domain_sphere, truncate\n", "from eminus.energies import get_Esic\n", "from eminus.extras import view_atoms\n", "from eminus.orbitals import KSO" ] }, { "cell_type": "code", "execution_count": 2, "id": "fb7031f3", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "XYZ file comment: \"Experimental geometry from CCCBDB: https://cccbdb.nist.gov/exp2x.asp?casno=7580678&charge=0\"\n", "Start auto minimization...\n", "Method Iteration Etot [Eh] dEtot [Eh] |Gradient| \n", "pccg 1 +2.082730 \n", "pccg 2 -1.017932 +3.1007e+00 [+4.35e+02] \n", "pccg 3 -3.964239 +2.9463e+00 [+6.65e+01] \n", "pccg 4 -4.611312 +6.4707e-01 [+5.56e-01] \n", "pccg 5 -5.430747 +8.1943e-01 [+2.53e-01] \n", "pccg 6 -5.550987 +1.2024e-01 [+2.18e-02] \n", "pccg 7 -5.582962 +3.1975e-02 [+3.56e-03] \n", "pccg 8 -5.592126 +9.1643e-03 [+1.18e-03] \n", "pccg 9 -5.595196 +3.0691e-03 [+3.26e-04] \n", "pccg 10 -5.596356 +1.1605e-03 [+1.29e-04] \n", "pccg 11 -5.596940 +5.8368e-04 [+5.65e-05] \n", "pccg 12 -5.597159 +2.1956e-04 [+2.69e-05] \n", "pccg 13 -5.597217 +5.7362e-05 [+6.79e-06] \n", "pccg 14 -5.597234 +1.7485e-05 [+2.19e-06] \n", "pccg 15 -5.597239 +5.0807e-06 [+6.25e-07] \n", "pccg 16 -5.597241 +1.3908e-06 [+1.73e-07] \n", "pccg 17 -5.597241 +4.0675e-07 [+4.85e-08] \n", "pccg 18 -5.597241 +1.8046e-07 [+1.80e-08] \n", "pccg 19 -5.597241 +8.0074e-08 [+8.31e-09] \n", "SCF converged after 19 iterations.\n", "Total SCF time: 0.90185 s\n", "Etot = -5.597241254 Eh\n" ] } ], "source": [ "# Start by creating an `Atoms` object for lithium hydride\n", "# Use a small `s` to make the resulting grid not too dense to display it\n", "atoms = Atoms(*read(\"LiH.xyz\"), ecut=5, center=True)\n", "scf = SCF(atoms)\n", "scf.run();" ] }, { "cell_type": "code", "execution_count": 3, "id": "8a40ed60", "metadata": {}, "outputs": [ { "data": { "text/html": [ " \n", " " ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "marker": { "color": "black", "size": 0.1 }, "name": "Unit cell", "showlegend": false, "type": "scatter3d", "x": [ 0, 0 ], "y": [ 0, 0 ], "z": [ 0, 20 ] }, { "marker": { "color": "black", "size": 0.1 }, "name": "Unit cell", "showlegend": false, "type": "scatter3d", "x": [ 0, 0 ], "y": [ 0, 20 ], "z": [ 0, 0 ] }, { "marker": { "color": "black", "size": 0.1 }, "name": "Unit cell", "showlegend": false, "type": "scatter3d", "x": [ 0, 20 ], "y": [ 0, 0 ], "z": [ 0, 0 ] }, { "marker": { "color": "black", "size": 0.1 }, "name": "Unit cell", "showlegend": false, 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yOXWffcx53btXvOM7gvUS79m0yVx77bXmiiuuqLh/6Q6Ei7HJCBfTJeNsCCCAAAIIIFBPAprqrEBRwaLWHFSjkyzWT0xiVqtwsXSsWqdRPpo+rYpOrdPYt29f1mlM8lA5BgEEEEAAAQT2ENDaiWeeeaYZ2KmT+XLQyKXSNvsf/zAPBlOptUbjxIkTK+2+x+eEi7HJCBfTJeNsCCCAAAIIIFBkgeee+0tQmfi0ue+++2yH55NPPtkce+yxtnOyb9N/fQkXw8/brdP48MMP22njRx99tJ06PXLkSBrCFPkLg7EjgAACCCBQQ4E///nP9oeWPdu3N3N69644kouDNRf/EnSN1lrYxxxzTMX9S3cgXIxNRriYLhlnQwABBBBAAIGiCaxcudIGYQoTtX5i//79mzs8b9myxRwYYW2fWtyzj+Gic5BnU1OTXadxxYoVtvpTayXJ9vjjj/cuqK3F8+OaCCCAAAIIIBBdQD/ofeSRR8zErl3NJ7p0KXvgQ0HF4qygcvHII480WsYlyUa4mESt/DGsuZiuJ2dDAAEEEEAAAU8ENI136dKldv3E9evXm8MPP9yMGzfONmYJbwrJCBfjPzQ1fenRo8duB2r6tNZplLvWaRw7dqytalTgyIYAAggggAACCLQmsGbNGtOvXz+7y4QgYBzRQsD4X//8p7ktWG/xzR077A82P/zhDydCVbh41113mbZt2zYfryVfbrrpJjNs2DBz2223mf333z/RuRvxIMLFRnzq3DMCCCCAAAJ1KKBuxwoSVZ3o1k8cOHCgne6sqbvltpdfftl07tzZdOzY0TsVXysX33zzTbN582bTrVu3smZunUYFu6ocHTFiRHPQqLUt2RBAAAEEEEAAgVIBNWeZMWOG/ePee+1lPhKswXho8He0PwdToNUdWlOhtU2aNMnceuutAHoiQLjoyYNgGAgggAACCCAQX0Dr/ylQvPfee83ixYttVeIpp4RHZl8AACAASURBVJwSa/1EwsX47lHCxfBZFfzefvvttqpxa/CPAq1tedJJJ9n1Lgka4/tzBAIIIIAAAvUssGDBAnPBBReYjUGFYum2T9BN+rrrrjPnnXdePRMU7t4IFwv3yBgwAgj4KbA9GNY7JfV+jpFRIVAfAqqC0zQYVSgqtDrssMPM0KFDbaCYJKjSOTp06GA6BT8Z923zuXJRa1Um9XbTpzX9SVOrNf1IXbr1DNkQQAABBBBAAAEtv7JkyRI7++Hpp582Bx98sJ2Jcuqpp9q/M7D5JUC46NfzYDQIIIAAAggg0IKApjn/+te/th0BNc12wIABZvjw4Xusn5gE77VgUXBt+km4b5uv4WKaZgoa1bl79erVZu3atWb8+PG2qlH3niS89O0ZMh4EEEAAAQQQQKDeBQgX6/0Jc38IIIAAAggUUEDVhKpOVOikYFFdiLXAd6X1E5PcappBWZLrt3ZMI4SL4fvXNHd1n37iiSfMs88+a9dpVGWqwkaCxrTfLs6HAAIIIIAAAgikI0C4mI4jZ0EAgbwEdgQXapPXxbgOAgjkKaBgSZ2bZ82aZafAaP1EVSgqUNQafVltbwSLg2/bto3KxRjACn+bmpoybYITXqdRU6MUMKvztH5l+T7EYGBXBBBAAAEEEEAAAf0TfUewIYEAAggggAACCNRCQFWJqlBUUxZNiz388MNttZqmPOe1xW1Okte4dJ33vve95vnnn8/zkpGulXcTHAWNq1atsg1h1LxH4eLYsWNZpzHS02InBBBAIH8B6gHyN+eKCNRSgHCxlvpcGwEEEEAAgQYUUCMW/dL6iZrqqkW501o/MQkn4WJ8tbzDxdIRap1GBdMKpP/4xz+aCy+80FY0sk5j/GfJEQgggAACCCCAQLUChIvVCnI8AggggAACCLQqoOnOqkzU+on6penOp5xySubTneM8Fk27Vddi3zZf11z0ycut06h3S1Pc1UlSQePIkSNZp9G3F5rxIIAAAgggEFfgV78y5q23jGnXzgRrpMQ9mv1zEiBczAmayyCAAAIIINBIAlozUZWJqlBUYw415Rg6dKitUPSxMYfWejzwwAO9e0Sq6lR3bN82X700fVoNYVasWGHfPQWNw4YNM8cffzzrNPr2EjEeBBBAAAEEWhOYO9eYr3/dmL/+9Z299He1qVONueAC7DwTIFz07IEwHAQQQAABBIoq4NZP1BqKCsS0fuK4ceNspaLvm69hma+Vi756hd8zt06jKhoff/xxG2prPU9VNfbv39/3V5LxIYAAAggg0LgCn/mMMT/8Yfn7P/VUY5YsqdpH61p///vft40Et2/fbg4++GC7pvOxxx5b9bnLnWDatGm2SZ1+6K4fgN52221m//33T3S93/3ud6Z3796Jj0900TIHES6mqcm5EEAAAQQQaCABhTduurOCRYU36u48aNAgc9JJJxVKwqdpvmE4Xxu6+OpV7qV7++23bUXjk08+aZ566in7jwgFjXpPFTT6WE1bqC8gBosAAggggEBaArfcYszkyZXP9rWvGfPv/155vzJ7vPTSS+bcc8+1S/Xo7wTvfve7zaOPPmq++93vmq8F5z7yyCMTn9sdqMCybdu2u50nHC7q79K6buk+US/8H//xH+bss882ffv2jXpIZvsRLmZGy4kRQAABBBCoPwG3fqI69i5evLjF9RP1F6WmpibTsWPHwgD4Wonna7joq1e5F660aY/e0dtvv912n966daudMs06jYX5cmWgCCCAAAL1KrB5swn+T9mYl1+OdodBQGi6d4+2b8les2fPtjNtvq6p16Htv//7v+063Kpi/Mtf/mJuuukms2nTJtOhQwczYcIEu9SKQkP9PUIN5rRpts4Xv/hFs/fee5urrrrK/r3i//2//2e+9KUvGf1d7pprrjGvvPKKXSZoy5Yt5t/+7d92q1xUqPnnP/85WFryLTumbdu2GYWQPXv2NP/85z/NjBkzjKosd+zYYdeUPuOMM8yPfvQj84Mf/MB069bNhqTHHHOMmTVrllmzZk2wPGU7G5iqMlLb3XffbR544AE77q5du5orrrgi9eWACBcTvYYchAACCCCAQOMIqMpLFYoKFNWdV1NF9BeWIUOGtFjx9dprr1mcffbZpzBIvlbiseZiOq9Qa++kgkb940BBo9Zp1FT0MWPG2C7mesfZEEAAAQQQQCAngWApkyA5i36x//xPYz73uej7h/Y877zzzJlnnmlOPvnkFo9XEPf5z3/efPrTn7ZhoH7AftFFF9lAT9ORf/zjH9vgUT9M/+Y3vxlknN3t/tOnTzf6u4X+TJ8pvNS63hMnTrRh5Re+8AUbOoanRf8qaFqj884N1plU+KfzqqLxs5/9rLklqOTcHISul156qXnhhRfsn91xxx02VPxccO9TpkyxlYvf+973bAj65S9/2ejvPeeff74di8Y1fvz4YJb5D02nTp3Mgw8+aPRD10984hOJ3ModRLiYKicnQwABBBBAoD4ENM156dKltimL/oKi6c5qxhJl/UR17FU1WJGmmuqnxAqTfNt8DRc3bNhgf5pelO3loAKic+fOkappFTRqnUYF6WvXrrUVAgrTWaexKE+bcSKAAAIIFFYgCNXMJZdEH35Q3Weuvjr6/qE9tbaiqg0//OEPt3i8/m6oisD777/ftGnTxu6j/T/1qU+ZRx55xP4w8pOf/KT9czWSUzCoIFCBnioZtZ827XPttdeaQw89tPkcCvZKw0UFll/96lftPgsXLjRPP/20ufzyy20Vo5Z3cTOCFBRedtll5gMf+MBu4aLuZ2rQ7MZNkZ4zZ46dSTRq1CgzevRoG27qh6YKLbPYCBezUOWcCCCAAAIIFExAP2FVIxaFKprurIWmFSjqLyHquBtn01+ANm7caKeUFGXzNVz0dVq0r17l3jdVpqoSoH379rFeSVUpaNqTwnaF5goZNaVJazUWKTyPddPsjAACCCCAQK0Eoq636MYXhHbBHN9Eo1UF4emnn25OO+20Fo/XDxm/8Y1v2Io/t33lK18xH/3oR224eOKJJ9r1GrVpPWdNY9ZUZYWLCizdeT/+8Y+b+fPnmwMOOMDuq3Po2NJwUdOZr7zySruP/j7u/luzh/R3Ef1dXWszavq0pkl/8IMf3C1c1BRoTcvWlGhtmmKtogBVMD7zzDNmwYIFtmhAf49R5aQbTyK8Fg4iXExLkvMggAACCCBQMAG3fqLWZ9FfNhScuEBRa8VUsxVtTT5fK/GoXKzmLXzn2DTex/A6jc8++6wN3V336Wq/XtK5S86CAAIIIIBAwQX+939NUHoX/SYeftgECVr0/UN7qrJPoeD111+/2/G/+MUvzF577WUrE1W5qIZwruHKBRdcYKdJa5bD+9//flsRqE0/oJ83b56dmlwaLqpyUVOkdT5tCvs0HTtquKhKRV3nVHXIDrZzzjnHVjSWhov6cwWc7jotoagAQFOqFVCqaU2aG+FimpqcCwEEEEAAAc8FVIGlvwDpp6D6iaymbSgg0ZTnNLc0wpw0x1PpXL6O19fKRV+9yj3ntMeroHHVqlW2skBrFylc1HQk1mms9JXG5wgggAACCFQQCCr9gv9zrcz0kY8Y8+tfV96vzB6aZTNp0iQzcOBA23F5v/32s92iFRBqGrMq/LSmoVtzUT9Y1HRkVRFqCrMqAbU2ohq9aF1F/Z1NQWBpuKjAT59pWrKqEVU1qHUSo4aLCiIVTmo8Wh9aRQH/HnTJVnWk1o3UefW/NW6tpah1ITWV+j+D9Sg100L/W+tDasq0xqpGMwpHSxvZJIbcdSDhYrWCHI8AAgjURGB7cNW2NbkyFy2egJpUKARRsNi7d28bKEZdPzHp3RZt2mza4VNSt9LjfK1c9NUrr3Cx9Dr6S7q+vp544gm74Lv+caG/0Kt6gOnTaX01VHmeHcHxO5fMYkMAAQQQ8FkgaHoSLHRsgvbK5UcZNCYJflpugoUHq7oT/X1VayWqeaGmEevvyGqY0q9fP3vecLdorXmoMFJrMJd2iz7iiCNso5Z3vetde4SL69ats92iFWa69RA/EgSjmlKtqcy33XabUUOXctOiteajgkxNeVb1orpH6web3/nOd+zv99xzj+1ircY0N998s3nyySdtoKhrTJ482VZd3nrrreaxxx6z/1vLxCjgfN/73leVXenBhIupcnIyBBBAAAEEai/gpju7QFHTN/UXGK2fmNf0TcKndN4DrVup9QJ923ztrl3OKc/x6utPU6j09ad1GvX1p3+kjBs3jqDRtxeZ8SCAAAII+CkQLNcTdFQz5q9/3XN8QefloLWyCUr//Bx7g46KcLFBHzy3jQACCCBQXwIKNFShqF/66aub7pxnoBgWzTPMSeNJ+hqGMi06jadrTK2er6ZPK2hUF8k777zTDBo0yK61pMqFvIL+dAQ5CwIIIIAAAjUQCKr6grI9dScxQaeSnYFjUFkYlAjWYDBcsjUBwsVyOkyd4CsHAQQQQMBzAU3DVJioNRRfe+01GyiqOkqd4Wq91SrMSXrfvo6XadFJn+jux/nwfMPrND7++OO2m6OmTmvNU02xYkMAAQQQQAABBIoqQLhY1CfHuBFAAAEEGk5A4YQasWi65QMPPGC6dOliF4PW+omaeunT9vLLL5vOnTsbrU9ThE3jlWf79u29Gq6P06LVaXDTpk2mW7duXlmVG4wWN9+8ebN343XrNKqqUYvEK2RU2KigkXUaC/FqMUgEEEAAAQQQ2CVAuMirgAACCCCAgMcCmu7822Ddmfnz59vfVZWY9/qJSXhUSaltn332SXJ47sf4Gob6WLnoa1hX7qXRuodbt271OrDTDw7UfVJdIPUuKrhV2DgymP5F0Jj7twMuiAACCCCAAAIxBQgXY4KxOwII+ChA52QfnwpjSi6gNRNVoXjvvfea1atXm2OPPdYGDVo/sShBA+Fi8ucfPtLHysWihYsK7jp06GA6qbNkATa3TqPrPq2O02PGjDEKmvU9gA0BBBBAAAEEEPBNgHDRtyfCeBBAAAEEGlJAQcLSpUvN4sWL7f0rUPRl/cQkD6RoAZTCUK2B51sA5WPloioBt23bRlVqki+MBMdo+rSWQnjiiSfs2qpaCuEzn/kM6zQmsOQQBBBAAAEEEMhGgHAxG1fOigACCCCAQKsCqk5SIxaFinfccYcZPHiwOeyww2yFom/rJyZ9lD400Yg6dl8rLX2sXPTVqtyzLtJ7WOl91TIJmj6t7xsKefX9QgG01l0tSlVzpXvkcwQQQAABBBAonkAxwkU6NxfvzWLECCCAAAJ7CCgY+N3vfmfmzZtnwwEFA6pC0lTHPn36mHoKQXTzRbofXwMzX8NFH6s8y33LefHFF40c62VzX1fhdRofe+wxM2jQoOamMPp+woYAAggggAACCOQlUIxwMS8NroMAAggggEDKAgoRVaGoZixr1641hx9+uA0AVGlUuikE6dq1q3cdi5OSFClc1DTuLVu2eFf95WO46Gvzm0YIF8stN6CgcdWqVXb69IMPPmh/WKHvM/p+wzqNSb+DcRwCCCCAAAIIRBUgXIwqxX4IIIAAAghEFFi2bJn9R/4DDzxgwyp1eFaYqN9b23ytnot423vstn79ejtlswibr2tEKmzeuHGjV4RFCxeLFHJXetCbN2+2u3Tu3LnVXbVOo36wcc899xgFjxdeeKE56aSTjJrDMH26kjKfI4AAAggggEBcAcLFuGLsjwACCCCAQImApjurMlGBon7XmokDBgywgWKc6Ylvv/22DZLqZQpnkUId2W/atMl069bNq/fbx4YuChe7dOlSmArbIr2HlV4+VTfLvmPHjpV2bf5c358WLVpkvz9t2LDBfn865ZRTWKcxsiA7IoAAAggggEAlAcLFSkJ8jgACCCCAQAsC+ge7KhT169FHH7XdnTUN0a2fmBStnoKQot2Lj+P1cVq0j06tfb3V05qL1dqrilFB40MPPWQrq7VO4/nnn2/69u0b6wchSb+/cRwCCCCAAAII1KcA4WJ9PlfuCgEEEEAgAwFNM3SBoqYwK1AcN25cxenOcYZSpKnEle6raGtIVhvcVPJI8jnhYhK1d46hGri8X3idxscff9x2n1aDqc985jOmf//+1cFzNAIIIIAAAgg0lADhYkM9bm4WAQQQQCCOgP7x/ac//al5/URNR9Q/vjXdWVMLs9h8DLiS3qf8OnToYDp16pT0FLke52OFm4/hoo9O5V4UX9fSTPpiZ/n9wa3TqB+iPPPMM2bs2LF2+vRRRx3FOo1JHxjHIYAAAggg0CAChIsN8qC5TQQQQACBaAKa7qx/ZM+fP9+sWLHCViWeddZZVU93jnZ1Y4pW7dfafRWtQU2WwU3U5x/eT2sbXnbZZeZb3/qWV2sc+uZUT+9ga/eSZxWmfjBw++232+nT+p7ouk+PHDmSoDHJFzPHIIAAAgggUOcChIt1/oC5PQQQQCCZwPbgsLbJDi3gUStXrrSNWNz6iapOdOsn5t1ZtWjVfq09blWNbdmypTBhhA+hmaamqrGMNnWKPvDAA43GpT/btm2b2WeffSp2Cs76S9AHp6j3WLTO1q3dl96NrVu35v715NZpVEXjE088YTtOjxkzxnaC1xqzbAgggAACCCCAAOEi7wACCCCAQEMK6B/K9957rw0VFZaoQjHt9ROTwNYqQEgy1ijHFGkKrTrp9uzZM8ptpbqPm7qr4KipqWm38EgBozqIu23z5s1GFaHt2rWz4WP79u1THUuUkxXpmdZTJbAvQakqu9V5WkGjvnfqBzGs0xjlK4d9EEAAAQQQqF8BwsX6fbbcGQIIIIBASEDVN7/5zW+MQkX9w1hrJg4YMMBW3mS1fmLSB1CkyrBK91ikICrvZjoKCRUWal3Kzp07m44dO+7BWRouuh3cFNlaVDPm7VTpHWvt83r6WvLxXlT1re7T+r6qH4ycdNJJ5vDDD7fr0uZd9V3Ne8KxCCCAAAIIIFCdAOFidX4cjQACCCDgsYDWClNDFq2fuGDBAlth46Y7aw0xXzcfQ4SkVoSLu8upStFVIipQ1DTn1rZy4WL4mLyrGQkXk341VHec798Xwus0KnQcPHiwDRv1y+fvt9U9FY5GAAEEEEAAAQkQLvIeIIAAAgjUlYAqaFShqFBx7dq1dl0wBYqqpEl126H/F031jM0n8z1EiHPXRQqisgxCNaVVwaKqE7t16xaZME636HA1o6oh1d08i2nTWTpFhom4Y5Hev0q3VKTvCwoaV61aZRvCaPkJVYdr6QlVNbJOY6UnzecIIIAAAggUT4BwsXjPjBEjgAACCJQIaN3EpUuXNk/NO/bYY22YqH/MFnErUohQybdI95L2WEubs7Q07bmSX5TKxZbOoSAzqyYwaTtVMqjm8yKNtdJ9Fvlewus0aiq/uk6rolHNYZg+XenJ8zkCCCCAAAL+CxAu+v+MGCECCCCAQImAm+58xx132IYsbv1EBYr1MP2unjpGFykQSaMir7XmLEm+kJOGi+FrpT1tukjPtEhjbe39cO9VnKrXJO9bHsfo+7fWaVRDmGeffdZ+/z755JNt2EjQmMcT4BoIIIAAAgikL0C4mL4pZ0QAAQQQyEBA/yBds2aNUaCof5D279+/uSFLPQSKYTI1+tBWaT2+DJhTP2WRwp1qwsUozVmS4KYRLrrrumnTCqr2228/20QmyVaNU5LrVXNMkcba2n1m8gOH7cEV21ajW/2xui8FjZo+raUsFDRqGYu+ffvWxQ+KqhfiDAgggAACCBRDgHCxGM+JUSKAAAINLXDhhReaZcuW2TBx3LhxhZ3uHPUhuhBI6+0VfdNag+U6Ift2b3GD0LjNWZLcb5rhYvj61VQzxnVKct9pHFNP1X4KSfUuZLGGZhrWaZzDrdN43333mSVLlthqxlmzZqVxas6BAAIIIIAAAhkLEC5mDMzpEUAAAQSqFzjllFPsmopaQ3HevHkNUdFSLxVXRarCjGoebs6SVdMU91WTVbjozp+kCUxUp+q/8qs7g9a83Lp1a11MtS1KoFvdEzNGFerTp083ChhVvfj4449Xe0qORwABBBBAAIEcBAgXc0DmEggggEAjCWzYsMH07Nkz1Vv+8pe/bPr162f/4XnTTTeZiy++2Fx00UV1ERqUg6qXLrdFCngUGpYLC9NozpLkiyLrcDE8Jt2jKhrVcENT8luaNl2kakBVwjU1NdkO3UXf6j1c1Pf222+/3cyfP9+MHz/e/gBJ3wOvvPLKoj86xo8AAggggEBDCBAuNsRj5iYRQACB7AW0FuKqVatsOKFfM2fONAcccEAqF/75z39ufvKTn9iqRQUGqmzRP0KvvvpqGzLW41YvYYIq49S1uAiNKEqncLsgTaGbwrZaNJvIM1wMfx2VmzZdpHCxtbC4aN8z6uX7QUvuChX1vVyV6dOmTbPBopbCGDx4sBk1alTRHhXjRQABBBBAoCEFCBcb8rFz0wgggEB1Amqoou2QQw6xv6ta8dxzzzW33HKLDRQXLlxo7r33XnPnnXdWd6FdR69cudJce+215sc//nHz+X75y1/af5Bq0+9DhgxJ5Vq+nKSe1lgrSjCiKdwdOnSwU2kVrul/13q9yFqFi+7roLQJzF577WW2bNlSk6A17tdmUd67SvdVT2uwhu9V39fPOOMM+y7p/zPCjbkGDhxoZs+ebRu8sCGAAAIIIICA/wKEi/4/I0aIAAIIeCPwwgsv2ADRVSfqdwWIWg9Ra2O5sE8D/sxnPmMuu+wyc9RRR6UyfjVzefDBB/cINdRpVNOk9Y/QG2+8sW7WYyzSWoWVHnARQh5V5CnQ1ZRgVVn60qm71uFi+Nnq6/0f//iHadeunTnwwAO9by5ShPeu0teOPi/S0gJR7setq7h8+XL7/xlq0hXeVJ2ucHH16tVRTsc+CCCAAAIIIOCBAOGiBw+BISCAAAJFEdBU57333ttMnjzZDvm8884z55xzjv2z733vezZ4dJv+W5vbt9p7HDNmjBk9erQZPnz4HqfSP0a//e1vN6/XVQ/rMdZTtZLP60eGm7O0bdvWBma+BIt60X0KFzUehd56N9966y0bxGpNQ1V3+tjFuF7CxSJ1XK/0fV5LWihQ1C9NgW5p0w+MVKV+1113VTodnyOAAAIIIICAJwKEi548CIaBAAIIFEFA4eGIESOa11JU2HjkkUfaKhNNb9O6i26dRa2/WBo4VnOPc+bMMWvWrLHVieU2VcRccsklRtPt1PilpSCymjHkfWyScGR7MMi2eQ+0wvWyaPJTzS2Wa86iP3fNTKo5f5rH+hYuljZJidIEJk2POOdK8vUT5/x57VsP99HSuorl/PQ9XJ2iJ02alBcx10EAAQQQQACBKgUIF6sE5HAEEECgUQU0RVKViwocVbl06aWXmpNPPtn+0qZAacqUKamtu6gpdAsWLDC33nprRfJ6WY/R54q/ig8htIMP4YhrRKL1FFVt11JzFh+blfgWLrZWRVeuCUycdyXNfX1479K4nyLfh37gox88KZTWuopR1lAcNmyYrWzs379/GnycAwEEEEAAAQRyECBczAGZSyCAAAL1KKCqRIWKY8eOtbendRd/8IMfNIeNf/jDH+x/q7oxjU3/OO3du7edlhl101Rp/SN1/PjxdgpeLbr9Rh1rS/sVOVQI308t70PvS9TmLISLld/WKFN03ZR+VwWq7xO12Gr53qV5v0W8j0rrKpbzcestag3fon2/TvOZcy4EEEAAAQSKJkC4WLQnxngRQAABDwTULVphXWk3aE2L/tWvfmUOPfRQ88wzz9iGLq6jdBrD/tznPmcbxZxwwgmRT+fWY9Q0aTV+KbfOV+QT5rhjEUOFlngUSHXp0iW3dfkUEm7atMlOcVawFWcNRTV16dGjR45PufVL+Va5GNenVtWMCjj1Dqg5T5G3Iq69qnUV58+fb3+oo2Yt4S7QlZ6Fqs7VJVprLrIhgAACCCCAQHEECBeL86wYKQIIIOCNgKZAq5GL1ltUB2lVKWrdRQU5Ch41Jfrggw9uXn8xrYFfd911pmPHjkYNW+JuqqSZMGGC0e/6h++QIUPiniL3/RWMdujQwXTq1Cn3a6d5wbzuI9ycJWmY6Vug61u4mNQnXM2YRxMYBcxbtmwpfPVbkTpFx1lXsdz3F1Wb69ldfvnlaX4L4lwIIIAAAgggkLEA4WLGwJweAQQQqDcBVSJpDa0zzzzTqGmLAkUFi1prMevpj8uWLbPBoCokk26qjFFFjapp5s2bF6uqJuk1kx5XpGChtXt0U9njVBBGNSvXnCXq8aX7JQ3Pkl6v0nH1Ei6G7zOPJjB5BdqVnl+1n0eZhl7tNao9Ps1GWueff7456aSTzMiRI6sdFscjgAACCCCAQI4ChIs5YnMpBBBAoB4EFC5qHUOFiapcdN2h87g3/SP2tNNOM6tXr676ckVZj9G3sCsJfNprGUZpzpJknDom7rTfpNeJepxv4WLaPllNmy5CKBflHfD56z/puoqt3feAAQPslOg4U6mjOLIPAggggAACCGQrQLiYrS9nRwABBBBIWUBVklqTK0rX0UqXVnWTWx9MgWmS6daVrlHt5z6HC3HuLY37iNOcJc7YwvumMc6k127pON/Cxax80m4Ck3YImuYzjXOurLzjjKGlfdOYAl16XoWV5557rnnwwQerHR7HI4AAAggggEDOAoSLOYNzOQQQQACB6gQ0bU7VLWoUkNam6d1q9qKwUY1ffFqP0ddwIa590vuopjlL3DFqf99CqUYJF8PPKo1qxqTvW5J3JstjfLuPRYsW2e+V+uHOjTfemGqFoQLLp556ylxzzTVZknJuBBBAAAEEEMhAgHAxA1ROiQACCCCQncDPf/5z85Of/MSul5j25uN6jL6FC0nN495HGs1Zkox1/fr1plevXkkOzeQY38JFNWvq2bNnJvdaetJqmsDEfd9yuaEEF/HlPrKYAl3KoYZbgwYNUjiKwAAAIABJREFUMhMnTkwgxSEIIIAAAgggUEsBwsVa6nNtBBBAAIHYAitXrjQXXnihefTRR2MfG+UAVS9qPUY1jlHjF02V3nfffaMcmsk+9dKYIkpol3ZzliQPJMo4k5w36TG+hYu18onbBKZW40z6nFs6Lu21SpOMzX0/VEW3KhanTZuW5DSRjklzyYtIF2QnBBBAAAEEEEhNgHAxNUpOhAACCCCQl0Dv3r3NH//4x0xDP/2j+pJLLjH33XefnSqd5jTsOE5ZdlqOM45q9y033TjL5ixJxpxnZV6U8fXo0cNO1fZl88EnyrRpXyr+qnlutf7BQhbrKpbz0L0eccQRZu3atdWQcSwCCCCAAAII1EiAcLFG8FwWAQQQQCC5wJgxY8zo0aPN8OHDk58k4pGaKq1mL9r0e97rMbqpoQqZiryVhot5NGdJ4sWai62r+RTaua8NBdT77bef6dy5c/PgfRpnkvdQx+hdVOVq+/btk54i0XGaAn3iiSfaYx9++OFU11UsNyCt5agf4uh6bAgggAACCCBQPAHCxeI9M0aMAAIINLzA9ddfb9atW2cbCuS15VnFU3pP9RKUdOnSxWzcuNHenoKgffbZJ6/HF/k6vln7Ni3aNx/3YMPVjHrPNm3aZIoeyOdtnce6iuW+EFUl3rdvXzNp0qTIX6vsiAACCCCAAAL+CBAu2mexPfjV1p+nwkgQQAABBFoVWL58uVmwYIG59dZbc5Wq1XqMRV8/Ts1ZVKnYqVOnmlRixXlJNNZu3brFOSTTfX0LF32r7CzFVzXjSy+9ZLRGo56jQuy8K//SeiHyDBenT59uK7P1K8t1FcvZqFJy5syZpn///mnxcR4EEEAAAQQQyFGAcDFHbC6FAAIIIJCOgEI+rbvo1iNM56zRz6IKH1XaqLmMpvJlPT07z5AhukLre5Y2Z9m6das9wMdqxfCd+GbtW7jom09Lb6H7vtCmTRsbMm7bts2+d+Fp02m951meJw/rWlZkOzu33mLW6+hm+aw4NwIIIIAAAo0uQLjY6G8A948AAggUVEBrLk6ePNmccMIJNbuDvNZjrNXaa3Fhw81ZOnTosFsFoEIeBYy17Lwd5X7yCHSijMPt41tDF998WrJU9amCxI4dOzZ/HKUJTJznkvW+Wa+1qh+QnHHGGUbB3rx582r+fXTGjBlmyZIlWbNyfgQQQAABBBDISIBwMSNYTosAAgggkK3AddddZ8ODiy66KNsLRTj7t7/9bTudcPz48XZKYdoBmu8do6M0Z8k6LInwmCLtwrTo8kx6hlrL0Kdp4y2NtrUwvrUmMJFekJx2yiqMr+W6iuXo9P1TP5i4/PLLc9LlMggggAACCCCQtgDhYtqinA8BBBBAIBeBZcuWmZtvvtksXLgwl+tVuohbj1HTpC+++OJU1y3zMZhTGBC3OUtRq94qPfssP/epctFVphYhXIzSzMXnasaWqi+rfc8U4un704gRI+wPZfr06VPtKVM5fuzYsXZMI0eOTOV8nAQBBBBAAAEE8hcgXMzfnCsigAACCKQgoAqcwYMHm7Vr16ZwtvROoXFNmDDB6Pf58+ebIUOGpHJyX4I5hR4KmVQ1qq68cZpl+HIPrT0QhcRNTU27TalN5QEmPAnhYny4uO+ZC++1NqOevQ9NYOLeQ2tKPqyr2Nr4+vXrZ6dE+xJ2xn/jOAIBBBBAAAEECBd5BxBAAAEECiswcOBAM3v2bHP00Ud7dw9aj1HTpPUPZq1pVu0/nGvZMbq0OUt4Lbs48LW8h6jj1BTvdu3a2c7WPmy9evUycvNhU6isdTN9b8qzYcMG07Nnz0Rkqmb0oQlMGuGij1OgSx+Kxjhs2DCjZi5sCCCAAAIIIFBcAcLF4j47Ro4AAgg0vICm0w0dOtSMGzfOW4u01mNMI2yIg9Rac5Y45wnvm/c9JBmnb+tb+lS56JtNueerNRejTIuu9H7Uctp0NV8rCuz0fee+++6zSzT4sC5tOWtVVa5YscLMmjWr0uPgcwQQQAABBBDwWIBw0eOHw9AQQAABBFoX+P73v28ee+wxWxno86apttOnT7fTpNX4Jck/9qsJG+LYuOYsqt7TtOekVYotXTOt0CfO/cTd17cAzbdw0aeqzqzDRXd+N21aFY3du3e306az3KpZY9X3KdClblpCYtCgQWbixIlZknJuBBBAAAEEEMhYgHAxY2BOjwACCCCQncDKlSvN1KlT7XpdRdg0VVrhojb9Hmc9RgWUHTp0yGS6bpLmLEm88wpIk4zNHSOLLVu2pN7xO+mYfAoXs2gyktSlteOyfM9UzfjKK6/Y0L1r166x1hyNeq9J3sHly5fbtV7TWoYh6lir3e+II44wd9xxh5dLW1R7bxyPAAIIIIBAIwkQLjbS0+ZeEUAgscD24Mi2iY/mwCwFevfubdfr2nfffbO8TKrnTrIeo6qmtN5dmvepsEjn1fqCqsZKs0qxJbAihFO+dUT2ac1Fnt87b3WWTWDiOBdhXcVy3zz1AxOFi7415Ur1mz0nQwABBBBAoEEECBcb5EFzmwgggEC9CowZM8aMHj3aDB8+vFC3qH9Ya100TZVW4xdNla4UHKZRkZVWc5Yk2L5NOW7pHhQabdq0yXTr1i3JLaZ+jG/hYtwO4amDVDhhFiF8pXtwazNqPzW7qXbadJSvc/f946abbrLrKk6bNq3SML37fNGiRUbjf/jhh70bGwNCAAEEEEAAgXgChIvxvNgbAQQQQMAzgeuvv96sW7fO3HjjjZ6NLNpwFBJccskltvmC/qHdWnOaKKFDS1d11XiuSrFWwVm4C280ndrsldQ5i9G+973vNc8//3wWp459ziKsmZnl8gGVwBRM/+tf/zKu43jSadOV3r+iratYzk3f9/r27WsmTZpUiZbPEUAAAQQQQMBzAcJFzx8Qw0MAAQQQaF1Aa43NmTPH3HXXXYWmirIeY6XQoRQgy+YsSbB9m3Jc7h7iOiexiHqMT2su+uRSzi/OlOKozyDJftU0gSnnrCnQJ554oh2Oqv20vmKRN93LzJkzTf/+/Yt8G4wdAQQQQAABBAIBwkVeAwQQQACBQguoUknrLropt4W+mWDwqkrSNMcRI0bYaszwVOkolWN5NWdJ6lyEgCqKc9L7j3Oc3ukrrrjCzJgxo+qptnGu21pwV6uq16jj9/H9itsEpvQeiryuYrnn5tZbLNp6uVHfQ/ZDAAEEEECg0QQIFxvtiXO/CCCAQB0KnHbaaebyyy83J5xwQl3cXbn1GFub8pl3c5ak0L4Ed62Nv9YBlZ6lmvdo7b4PfOADZvXq1TY8V7fwWoZ7tXaJ8s75/H5FaQJTWt07ffp0u1yCfuAQZV3WKEY+7KNKbYXmS5Ys8WE4jAEBBBBAAAEEqhQgXKwSkMMRQAABBGovcNVVV5nu3bvbf3zX06aKpQkTJhj9rsYvxxxzjL09NY3QVsvmLEmdN2zYYHr27Jn08FyOq0WI5hrJKFTUWn2uc3d4zUVXldquXTu7T/v27XPxcBephUvcG/Q5XAzfS7kmMO4HCHfffbe5+uqr7Q9M1Kyl6FOgS5+jmln94x//MF/72tfiPmL2RwABBBBAAAEPBQgXPXwoDAkBBBBAIJ7AsmXLzM0332wWLlwY78CC7K0qH1UuKVRU0HD00UfbYLFTp041rWRLwrd+/XqjDsg+b3kGoOHAUJ2YXajofFpq6OIq4LRPniFjEYK7IgSg4Xe/tAnM2rVr7de6mlTNmzevbqqxS7/ex44da4YOHdpqAyufv0cwNgQQQAABBBDYXYBwkTcCAQQQQKDwAqrsGzx4sNE/zOt107TYG264wTZAGD9+vK34Ca/HWJT7LkL4k0cA6kLFSlOdW+sWHZ5mq+BZ06iz3PJwqXb8RXi/WrpHfQ9TBbYaVJ1//vnmwgsvzPx5VmtdzfH9+vWzU6LrrSKzGhOORQABBBBAoMgChItFfnqMHQEEEECgWeCII44wd9xxh63qq5etpeYsa9assd2xNU1a0yaLNhW8COFPliGa6+BdKVR077CqPDWeSpubZptlyJhnRWel+y33eRGqK0vHrinCWldRTZzOPvtsc9xxxxk9T00bVnVyntWpSd3jHKcgddiwYUbNXNgQQAABBBBAoD4ECBfr4zlyFwgggEDDC9TTNLvWmrO4cK50PcYhQ4YU4h1Q+ON7WKJQR2t4prmFm7S4NTOjnL+1ysWWjnchY1NTU+qVrb4Hd27dylo2vYnyTN0+6gxfuq5iqXGUJjBxrunDvrrvFStWmFmzZvkwHMaAAAIIIIAAAikIEC6mgMgpEEAAAQRqL7B06VKzYMECu05ZEbdwlaLW3lPFUktbaTin9Rg1TVrTC3Xvvk8zbK3jtS/PLc3qShcqhpu0xLnPuOGiO7cLGdNs/pKmSxyDqPuWdlqOelze++kHA+oCrSnQChfHjRtnh+CCxB49erQ4pHJNYPIef7XXU5OqQYMGmYkTJ1Z7Ko5HAAEEEEAAAU8ECBc9eRAMAwEEEECgOoGVK1eaqVOn2nW8irK5MCROcxZNq9VWWv2msEJTK9UMQlOlfV2Psdz4fXpm1Vbo6blu2rTJbNu2bbfOz0nuMWm46K6VZvMX38NFvVsKU8sF80n80zxGoaKmQN93333NX6fh8+v7gLqFV/ra1TNV0LhlyxZ7v75XApca1uMSFmm+J5wLAQQQQACBIgoQLhbxqTFmBBBAAIEWBXr37m3X8ar0j/Na87l19zSOuBVtCq4UKrR0j6oKVMjo83qMrY2/1s/FXT9puBhu0qLq0/bt21d9S4cccoh59tlnqz5PeHpta5WxrV0oqUvVg494AlWJqqlNacftiIdnultLU6BLL5hk/O656t3bb7/9vG8Co+9RChfruflWpi8SJ0cAAQQQQMBTAcJFTx8Mw0IAAQQQiC8wZswYM3r0aDN8+PD4B2d8RLiaTQFInHX3SodWqYJMU6U13VKbfvdtPUbfQ6pKvqXPI26TljivWlrhYviabqp23OYvcV3i3Gca+/q4nqcqqs844wz7w4CFCxe2umxBtb5FaAKzaNEiM3fuXLN48eI0HjnnQAABBBBAAAFPBAgXPXkQDAMBBBBAoHqB66+/3qxbt87ceOON1Z8spTO01pwl6SWidu3VP+Q1TVodtGXiy3qMvoeLUcfnnq2Co2rC4tbeg2qnRbd27rgdpqO6JH2vqz2u2nCu2uuHjy+3rmJr10hr/OEqVb2X73rXu1Kpok3D55JLLjHHH3+8GTVqVBqn4xwIIIAAAggg4IkA4aInD4JhIIAAAghUL6AGCXPmzDF33XVX9Ser4gxRm7MkvUScEELTELXOm6ZKq/GLD+sx+h5SKTRsbVpztU1a4jz3LCoXS68fpflLEToxx/m6iPMM4u6rpQlUMaxf06ZNi3x4FuP3rQnMiSeeaGbOnGn69+8f2SX9HbcHp2yb/mk5IwIIIIAAAg0sQLjYwA+fW0cAgawFdgQXaJP1RTh/SEBBmtZddE1D8sRJ0pwl6fiShBBJKqmSjq/ScevXrze9evWqtFvNPm9p7Ts9X71Xb731Vux1Mqu5kTzCRTe+1pq/FKETc63fqyjrKrb2LmQZuvvQBMatt1iEdXGr+ZrlWAQQQAABBBpRgHCxEZ8694wAAgjUsYDWXZw0aZI54YQTcrnLapqzJB2g/pHeoUOHRF1xfViPMUk4mtQqyXF6pvJVY5Bwk5ZaNAvJclp0OZvwtFrXcKgIjXhq9V4puNe6ivq61LqKWoYg7pZneFurJjD63jNjxgyzZMmSuDzsjwACCCCAAAKeCxAuev6A9hgeMzmK9sQYLwII5Cxw1VVXme7du9vpv1ltaTZnSTLGN954w2zdurWqrtiqstJ6jCNGjLDrMebZYbtWIVBUa4WL6si9bds2GzJ269Yt6qGp75dn5WJLg3dTwNu1a2eampoyW1syDbi836s0q4GTdIpOwyzPJjBankHfOy+//PI0hs45EEAAAQQQQMAjAcJFjx5G4w6FqaON++y5cwTSF1i2bJm5+eabbQVR2lsWzVmSjjGNIKVW6zFmOf0zqac7Ts9Y4WKnTp1Mjx49qj1d1cfXOlwsdVFwrwpOH7c83yutq+jWMR03blzVzZLyHHtLzy6PJjBjx461P8wYOXKkj68PY0IAAQQQQACBKgQIF6vA41AEEEAAAf8EVE00ePBgs3bt2lQGl3VzlqSDTCNcdNeW2YQJE4x+V2AyZMiQpMOKdFytqrRaG1y4SYsqFvUrqw7QkZB27eRLuOimimvNSf1vVTJqynT79u3j3E5m++Y1rbjadRXLAaT59VwtclZNYPr162cef/zxXKukq7XgeAQQQAABBBCIJkC4GM2JvRBAAAEECiQwcOBAM3v27ERrn+k282zOkpR1w4YNpmfPnkkPb/E4rYmmqdKaIn3TTTeZo446KtXzu5O5hju1Du/C09vd2oLh51/L6dDOypdwsTQQbq35SyYvTYWTaqmALANhBe+XXHKJWblypf3aGD58eKq36VO46G4szSYw8hs2bJhRMxc2BBBAAAEEEKg/AcLF+num3BECCCDQ8ALnn3++GTBggNF0xThbLZqzxBlfeN8swwitjXb11Veb8ePHm2nTpqVeaZTGmpFJ3Vx4uHHjRrueYktNWvKqgotyD76Gi+EASpYK9sIBbZR7S3MfTfHXmpBqwpPmlua6iq2NK8uv5zQ8qm0Co4rPFStWmFmzZqUxHM6BAAIIIIAAAp4JEC569kAYDgIIIIBA9QJLly41CxYsMPPmzat4slo3Z6k4wDI7KExRMJbVtFSd360rp6AxzQY5Cio2bdqUe6MUFx5HadKiSj0qF995+Sp5uGeqRkOqSM17XUaNr0uXLql+PWQ1Bbr0S9qnMDvK96MkTWC07MKgQYPMxIkTo1yCfRBAAAEEEEAgB4E0+wUTLubwwLgEAggggEC+Apq6OHXqVLNkyZKyF/apOUsSnbymFq9atcpOlVbYqOmgaa3HmGellp61Ahw1aYnaFTvP8bX2/D/23veaR55/PskrkuoxcTzcmn15hoxxxlcJZtGiRfadP/roo20n9T59+lQ6pKrP9bWlwFvvZ5G2OE1gql2qokgujBUBBBBAAIFGFCBcbMSnzj0jgAACDSDQu3dvu75XOEzytTlLksfh/mGfV0djrceoadIKWlQRWm3gkmYYVM7PNWlRRVvc4CaP8VV87sEaf0Gia8wJJxjz8MMVd89yhyTdjBUyvvLKK3aqctbNX9J4XnlNgS59TrLN2ifLd0Pnbq0JjMJThYurV6/OehicHwEEEEAAAQRqJEC4mBX8juDEbbI6OedFAAEEEKgkMGbMGDN69Gjz8Y9/3P7DV+v8KWDyYaprpbFH/TyNQCXqtbSfQgKtx6iO0goaNVU6aiVg6XXWr19vevXqFefykfYt16Ql0sGhnZKEaXGv0eL+y5eboGTOBLDB3yNCf5HYEfzFIvAPWnrv/DznrRoP90w05KxCtGq+FhQqagq0e6+1zmieWzW2eY4zyrVaagLzs5/9zMydO9csXrw4yinYBwEEEEAAAQQKKEC4WMCHxpARQAABBCoLXH/99UaBgwIwVfel3eih8giy3yOrgK7SyNNYjzHtbteuKrVdu3Z27b1qn3c1YVUlv7KfB8FtMB/XBGWhOysVg+m56y691Bz07/9ughfZmA99aGe4qH2C6bp5bml4hDtMp/GMwvefdHx5ravY2rOqp3AxfJ/ueV933XXmuOOOM6NGjcrzleVaCCCAAAIIGGq+8nsJCBfzs+ZKCCCAAAI5CiwPKsDmzJlj7rrrrhyvmu+lkgYqaY1SU6XV7EWbfo+zHmNagYoLFaM0aYlz32mNr+I1VamoCsUhQ4w58URj9N/afv97GzJOOuwwM+dPf9r5Z/vtt/N3hY9/+cvOoPGvf915bMZbmh4udFI1cffu3VNp/hL3a0Hrsp5xxhm28nbhwoVVT/Ovhj/u2Ku5Vi2OHTZsmP3+0L9//1pcnmsigAACCCCAQA4ChIs5IHMJBBBAAIH8BVRdp3UXXeOT/EeQ/RV9WastSQOMagMVPV+FU6pQzGKqe9qVlS2+Da5SUR8qLAw6aAcpzM7wUJWJLmx0YaL2v+++nZWLChTf//6dU6VzqGTMyiOt5i9R36daratY7rtB3munZv9dafcruPUWH3/88cRLKOQ9Zq6HAAK1EqDGrFbyXBeBNAQIF9NQ5BwIIIAAAqkIvPDCC+YPf/iDOfLII80BBxxQ9Tm17uKkSZOCfhgnVH0uH0+QV8foKPcedz1GNVvR1Nj27dtHOX3zPq5JS+fOnY26EWe1ZTblPJjqbNdTVDjoGrboJoJ1LM3w4cYE1aA2XDzqqJ2VigoPtQWNUez/1ufaL6i8s+GjthEjTFB+t/PPVMmoz1PeMvPYNU4XMqoCNe57oYBuUxDMVgqZp0+fbivo9CvvdRXLPQ4F5Fu3bq3b4E3VzTNmzDBLlixJ+Y3kdAgggAACCCDgkwDhok9Pg7EggAACDSqwatUqs3TpUqPfzznnnNTCRa31pco2rbtYj5uPwYQqwy4JQjNNO70p6HQ8vEzQpWBU6yNG6eKsqc8KnxTCqCFItespRnkXMqnUC5qGBJ1wdl5eYaICxiDwsmFjuFJR/61p0QoPNfVZ/63KRrfmohq66HNVMmoatY5VqOhCdFU/ptyU5B//+Iedwpz1Fl47M2rzFx2zZcuWsgGdD+sqlnNTWK6gPI93Outn19L51QBKz+fyyy+vxeW5JgIIIIAAAgjkJEC4mBM0l0EAAQQQaFlA1Ypjx441M2fODIq1gmqtFLdly5bZDrB33HFHimf161RproW3550ln6JUaT3GKFWXaTdpifPkUnNVpaI2hawKEnetURkkr8aMG2ebtthKxZbWXFRgqKpE7avjNQ1aW3jNRR2v86iiUftqU4A5b97OcyucTCFcjzrtOI5xa/uGm79UChnLBdUKurWuoqpqta7i0TXosl3JI2/XSuNJ+3N9bx8RvJcjR45M+9ScDwEEEEAAAQQ8EiBc9OhhMBQEEECgEQS09pa2gQMHNt/ueeedZysW9WcKG19//XXTs2fPqhs9KFwYPHiwWbt2bd3S+h5OqHJJ01DHB4GXpqKqgYY2V43Y0lTWrJq0xHkJUnEtrVR0AaMMVFkYnhatykSFj6po1KbKxAkTdk51Vpio/3YNXVShqGnQbs1F/be6S+t4TZ1WmBiuZFQ4WWXAmIpHnAewa18XMm7bts1Og1eVX+lWWv3n27qKrd12rVwTPIpEh/Tr18+w3mIiOg5CAAEEEECgUAKEi4V6XAwWAQQQKLaAgsNLL73U3sSdd97ZfDM//elP7ZRoBQfPPvus/XNNg1U1Y7VrLyqwnD17tpdVS2k8zSKEE249Rk2TvjhoPuLWuysduyrQ9CurJi1xvBVYVVrDr8XzKVBUeKggMRwutlSpGFTV2QYt2vT7+95nglK7nZWHCh/VRdptO4IqUp1PzVsULKr5i6tUdNOkFUSqgrG0ktE1fKmikjGxRxz0CvuWa/4SrjLVuoqqVlaYPS5w6KNg1uOtCF+/SfkU8mrdW/cDpaTn4TgEEEAAAQQQ8F+AcNH/Z8QIEUAAgboRUAWbpskpXLrsssuap0ErUFT14vnnn2+nMWr71re+ZX/XftVsOueAAQNs0FCPW5HCCYUNE4JqPP2uAOiwww4zBx54oMmrSUuc55/INdz9WRWIeufcmoqqHCytVFTYp+BPm9ZO1JRp/e7WWHSVivpcDV3cmosKzFSp6KZJ6zid3+3vGrwojFTgqKAyCO+rWZMxkUcc8Bj7hpu/KABWuPjzn//cVsiqeZO+v/geKrrb9ck1xiOItKvWunzqqafMNddcE2l/dkIAAQQQQACB4goQLhb32TFyBBBAoHACCgVUndhScKiqxnCVoioZtVaiqher2dQoZsGCBcESdMEadHW4qSpQHXajNEbx5fa1HqMqyxQsqppRa2361tAicuijAM+tmVipUlHTnN20ZwWCCh/1Z6o8VFMWhYcKA7VpGrSCSVU06nOFiS48VPiosFHX0/n0bqti0TWLcdOktd5iS2syllYyahy7pquXe0cie+T4kqmhkb5PKFT805/+1GoDoRyHFflSrS0NEPkkHu+oHyQMGjTITJw40eNRMjQEEEAAAQQQSEOAcDENRc6BAAIIIBBLQEGiKhU1NbqlNdR0su9973v2nJMnT4517tKd1bV46tSpZsmSJVWdx9eDfewY3ZpVuEmLpqtrTcbS9Rh9sI40DTjcoEUhoFtTUWGjArvSSsVwAKhQUL9UqahNYaGqdt1/K0zU8W7NRU2FVviozTV0UdioNRb13woY1V1am5uCXbomY7iSUcGjO59rANMKfCSPHB9ceF3FKVOmmFGjRtmrV2r+kuMQK15KPxhoamryLlivOPCIO9T7khQRGdgNAQQQQACBhhAgXGyIx8xNIoAAAv4JaO3Fk08+2f7SpqpGBY4f/ehHzYYNG8wzzzyTypqLOnfv3r3NH//4x+ZmIv5pVDciH6vKSu+opSYtms6qqku3Tp4q0C6qsvFIdZLvHF3aJKT5E1UCqspP3Z3D4aHCRf2ZAkT3ebhSUdWCujcFkgoDNVVZYaALE3W8gkRVNJY2cNHFw9OitY+CzNKwUeGhzqOg0a3PqGPDlYwan47VtVwY6cJFBY7u81Alo28VdppuG54CrapXVcGq+ctLL71kH1W55i9pvR9pnEfvf5HC0Dj3rOBU4eLq1avjHMa+CCCAAAIIIFBQAcLFgj44ho0AAggUXUDTldXI5ZZbbrFTGzU1VgGjFv9Xp2j9d1qbmgqMHj06yFSCUKUON5/DRTVoUVCnsKe0QUq4EYfeATV7USihqdJDFNTVcGuxqqy0ElEBnNZZdJWK4QYt6v6ssM4FeOFKRbemooJGVRlqc+stKmwsrUzU52rookqsFQovAAAgAElEQVREnVOfa383DdqFg+U+17X17rtKRtcAxlUyKvTUmNznbs3GXf6+hIuLgmBX78jRwfhvDKaRu3UVw++Re2XKNX+p4Su1x6V9/rqt1knPau7cuWbx4sXVnorjEUAAAQQQQKAAAoSLBXhIDBEBBBCoRwFNjVZzl7333ttWK2r6c7kp0tXe/5w5c8yaNWtsIFGP2/r1602vXr28ujUFipqyvW8QWilYbGlrKRRy6zEqONI6mbVqzKFQtN3atabT00+bIOneGeiFKxG1JqICOTVKURCq/x2uRHSVigof9bkCu/Caiq5LtP5c59Z/638rPNSmcFLnC/+3a+BS+rnCQ51DFYrawmsyKqzUex+uZHThYrhSUdOr3flLKh3f/PjHzdZOnco+x6xfvPAUaFUshpszqVpx48aNpkePHi0Oo7T5S9ZjjXP+eg4XLwmCeFWln3rqqXFI2BcBBBBAAAEECipAuFjQB8ewEUAAgSILqFHLgw8+aM455xxz5JFH7tbIJYv7Wh4ELAoY77rrrixOX/Nz+hJSuAq3rVu32umelZq0lFtzTn+utRjVUVrrMWqqtELKPDcbLg4dajr95jfvVBIqjFNYqHBOayq6MNFNYw5PNVZFogLDcCVieI1GVRvqfOHPw+FkeM1F3bvCTBf+ucrG8PV1PlUzanMNW1yYWVrp6CoZw92nFWaGKxl1zK5KyDeDKcdbg66/5ULirJ6Lew9UyaqKRXWBLt2iVlUqZHwlmFqud9KXqci+fN1m8fyGDRtmp673798/i9NzTgQQQAABBBDwTIBw0bMHwnAQQACBRhBwXaPzuleFFFp3UYFRPW6qEuzSpYtp3759TW7Praeoi0cJFd0g3fMoF1rpuakC6r4gpFPAFK5Yy+RGFfbtapDyWrt2pt2xx5pOQRdiu2nNQ32mfRQuKvALVyK67s8K6FTpqCpEN01ZxyvQe9/7djZt0bH6bxcw6vNwd2j3325NRf23wkY3xVqVhWrwEu4ereO1v8bo1nEsrWTUeoo6j8LHcCWjq3TUdXSsu79d43876PC+NVgH1XYkD3+eyUPYedLSdRXLVbBWeodKh+gqHd27WsuvGX0fLF0qIEPS3E7t1lvUEhd5/1Agt5vkQggggIA3AtuDkbT1ZjQMpHEFCBcb99lz5wgggEBDCZx77rnm7LPPDmaOBsFMnW1xA5a0bj/cpCVJuKnjt2zZUjGA0FRpVUFp0++ZrMeoUM5V8gWh35vBWqBb/+d/zD7f//7O6caqVHRhoZs2rIDOrXuosFBjdOGjwj5VOSrI06aw0QV/rvIwvEZjuNIxCPveDJYN6HjAATuPCba333rLtP/wh9/pHq39dU5tbppzuJJRn4XXcww3kCmtZNR+WnfRrSnpKjE15Tu4r1eDad1NwddOx29+c+c9ukpK7ZfypinQJ+4KUR8OgtBK0+LLNt6pMC4XMuod3C8IabNakqHcMBTAqZmRDWzrbNPX64wZM8ySJUvq7M64HQQQQAABBBAoJ0C4yLuBAAIIINAQAtddd52dEulLN+I00SutO5fmtXQuhZkKRxSMVFN5FXfcUavZIt/vruDOhmX6364SMAjN3vzf/zWb160z3YIKRrueYfhzXcBNLXbdo9UwpU2bdy6tz7XWoqsmdGsquj0UPiq8c+GkAj4Fd7vG9HLQLb3boYc2n+/lFStMt6CSsnlzlY/6AwWYCg/d+PVnOr+rdFS14qZN76zJqM81Dfqvf90ZhmrsGks4eNfnu+7bBngHHWQ6BmsvNldF6vwKNcOGkeH33LG1dRVbO20aHZd1f5rKn2eH6TTGXQV3podqSQOFtpdffnmm1+HkCCCAAAIIpCtAFWg1noSL1ehxLAIIIIBAYQSWLVtm1/DTeo/1uOWxfptCGAWLChTTWn+vpaYurT2f1NZjdGGawjEFdapMVKWhQsAg6Hv7Pe8x24L1QDv+/e87Qz+Fd+E1E8OViu7zcDdpVQ5qDUaFd24NxHBDGP2ZPt+15uKb//3fpn2wxmO7J5/cefvhNRf13wr7dq25qGnKmqa9WyWjzueqJF1lpaucVEioX266tOsu7T5XuBo0z7FTtrW58e66X3u9IExs//rrOy0UKspD06xdIKlzJ+zwPT24jltXMe76mnHfn9beLdf8pampqWI1bbXfQ/L4eq12jEmPV6OuEcH7P3LkyKSn4DgEEEAAAQQQKJgA4WLBHhjDRQABBBBIJqDKqMGDB5u1QQfgetyy7BjtKrvirKcY1ThpOKTnqfUYVwYBnYKp4aq+i7Op4tBNK3ZhW/j48Of6c4V9CtIUqCmQDNa4bK4M1OcKJbXWouvwrBDONVjR5woHFWi6a+p31zE6+PiV4PN3B6FMu8ce2zmKliod3RqMQbj3YtAQqcfhh79TOah7UOCpTVWQbhq3qyzUWPTnChJdJaNCQre5jtPaX5YKRcPdqV0AGzYKh60uYI3xDNKoRM0ipHPNX7Qe4/7775/JWqZJ3/sYvDXbdcCAAbZhF+st1uwRcGEEEEAAAQRyFyBczJ2cCyKAAAII1Epg4MCBZvbs2UHhVShUqdVgUr5u2mGFpjVuCqbSbtu2LVaTlri3VW0oGnk9xnAVn6b0alOlnsI0NUfRFGE3RXlXUPhGEN41N3RxlYpu3UQFieE1ExU8uoYwbsp0uPuzzq1KRf1SFWEQ8G0LOuo2Vyruqpi01YUKABVGhqc5679dcKnjNeZdYaOtLAw+b/9//s8759d4XNjo1mRUMOruMVzJqM8VOOredA1nsmta9RuHHWY6PfHE7p/r3DJQNaY2VT7qnK7JTStho4LhCcFx+n1ecFw166BuCBrN9OzZM+5rF2n/LJu/ZBGKRrqpjHfSM9X6tgoX2RBAAAEEEECgcQQIFxvnWXOnCCCAQMMLnH/++UZVNZl3Ha6BdFpruIWbtKjJhdapzHJLK2TROm9q9jI+CM+mBVN296iaCgd9rgoxfGPhKcu7GprYwPbnP98ZmikUdJWIu8JBe7gL/BTmuWnH7nOFjW7dQwV4Ooe24PO/B510u33ta6bD97638880Fdk1YNF/79ix+xqO4XCxZP9tQcXjyzNn7l7JGL6egku3/qPGpE2Vky7IlEf4XvS/da+6p2DMLw8aZLr1779792sdr4AzvIWrHV2gGfo86bqKu19k9/9KO1Rv6VouZFTQrsZF1TZhibvWaGv379tnqkZ96qmnzDXXXOPb0BgPAggggAACCGQoQLiYIS6nRgABBBDwS2Dp0qVmwYIFtlqq3rZqO0breE0HVQfbapq0xHVNMxxy6zHa9fuCYGyaCwQ1RVjTnFW1p9BLoZg6Pav6TiGZOiW7btH6XZWDQSC37YILTLvu3Xfu76r6XDin4M3te+ONO49xQaMQ3PRnN7052GdbMC2/XdAkxm66tsI9V12o/TQ+N41Z1ZWqjHTXC625aI/X526atMbiwkB95qY+aw1IXUOfK/B013KVkbqW9nEdrsOf6zhVJgafv33PPab9zTfvDEC1r4531ZmaGq3/rc/k6EJc14Fa1ZLBZzcFx3w7OFZr8WldxUpdoKO+R2m+P1GumUbzlzfeeMM2kKnHacOqSB0UhNETJ06Mwsk+CCCAAAIIIFAnAoSLdfIguQ0EEEAAgcoCWp9v6tSpZsmSJZV3LtgeSQMLhSU6VkFHWk1a4tClVbkYvuZzwXMeHwRvwURnMz8IE4e4adDhnTTl2AV5bs1FBWeaPu2mFLs1EV0gqeNd92eFdS7421XpaNdjdKFi+FquUnHxYtMhmDJqt9LjXWWiq35UNaGbtq39w2Giji3dP3S+rZMnm5evusr0GDXqnTUcw+Nx6yeGqzl3dYa2u2kM73vfzuu78chAx+mXQkTtH15zUcep2rJkmx9cY3pwjqBvtpkeeL4v7tqYFV6mLN6fKO+va/6SpMO07b6dQ1VwlPtIe59TTjnFzJgxoy6XnkjbivMhgAACCCBQTwKEi/X0NLkXBBBAAIGKAv369TOPB1NS67FqKE7QkmWTlooPIbRDZkFL0Ixkudb2C0LTPkEwNi8IDPsoDFSXYwVj4c7OCs5UeacwUb9rCnFpcBZeq1DhWmmQqFBxV8WjDRhVLemmROt+FcqpktJNfdbvqjYMVyrqmi7QLG3oompbt76hwk9VU4bXZNT5XLdojVW/XCdnXV/n0y9XyejG5J6Fq0RUhaf2k1F4mrarRJShxikzdz6dw3Wo3vX5c8Hx04P/vTzYZ1pwj+NdACujlDZN4VfIl2elbenQXfMXLR+ghkdqAlNpi/N1WulcPn2uymGta7t69WqfhsVYEEAAAQQQQCAHAcLFHJC5BAIIIICAPwJjxowxo0ePjt9d2J9bKDuSSqFFXk1a4lBpOna7du2qXseuxWsq6FLIFYRyNwXhWRAJmiA6NPsqFFMFnaoUFbYplAsHcfrvYBrz5q9/3XQOKgD32FyzktIActeOmk694corTc9gPcV2wTnsplDNBYluvcJwQ5hwd2nt+8ore665qP3duo3hMNEFe+F1I0PX03heDCp2ewTNjJrHE76pcvez6xybp0wxnYM1HfcIXFVd6So9dwWuzwVjCWJOE0SU5qIg4LxYoeiu5xDnvYiyb9Jq3SjnjrtPnOYveU/ljnsvSfdfFATTc+fONYuDCl02BBBAAAEEEGgsAcLFxnreDXi3mqLVpgHvm1tGAIFyAnPmzDFr1qwJsqNgnbw628qFi3k3aYnDqoBIjTIynZIdhFuvBpWMVwcDC1ZaNNOCcO9iN31ZFYbags+bpznrv4PwTsHnPv/3/+4MBt3agu7mVBnopiIH598RVPK1Ka30076umlDXc1WJ+nNNa9a6j65JTGlDF4WLpd2i3ZRsHR8OIzUWvc+6h3CA6a6nfVVpGJ6y7dZ31L3pMwWA4fG76kjZBQHsvm2C/y9196Lru3Ub9bvuI7ju/CD4nB6EuJoCLes+Cm5VBZrRpkq5pqamzJsOxRl+uPmLKhlbaohU6YcAca7n076XBNXAxx9/vBkVTMdnQwABBBBAAIEyAtuDP29bfzqEi/X3TLkjBBBAAIFWBJYHgYeautx6661151QaWtSqSUscWIUxmzZtSn9qqyrqXEWiKuw0jTkI2ZYHgVQwqdfsCIIwBWAnuGYoal4SXmPQ3YRrhKLPVRkYDgi1TxCubbv3XvNi376mx6RJpt0DD+x5+25Nx3BlYUn3aOPWWHSVifpv7e8aqGjNRYWHu67ZvOai2z/crdpVMparrAwabrz4k5+YbmvXmg5BFe9uoarOH15jMtykxt1Z+PNgjPqaCkZqm7TMC371UcCpsFPjcNPPXXVknJejwr6ZTalPYYzuvVbjltJ1Ges1XBw2bJi59NJLgzw5u0A5hUfDKRBAAAEEEEAgAwHCxQxQOSUCCCCAgL8Cqnbq3bu3rUqrt033pm7PW7ZsMapWVNVULdeji+qbSdiiKj8XvCmYUyDmtqDSbnkQ+CkQC9qWmPkKxrSPgsRVq3Y2Jgmvl6jjVNWn0MStSagAzTV00edas7BLl52BoOsi7aoIVd2n8+vcrnow3NDFVQGGw8vSNRcVNrox6V50vnBTmvD53PqJ4UpGN01a+7kqR9fxWuN3FYw6t6o5NVa3zqRz0xiCINh2kQ7u7blgPFcHvwexrQlWsjTjSwNE+bhAVNdVtWaKWybvTYrjc6cKN3/Za6+9ar5OZAa3GLwOO9dbrNf1bLMw45wIIIAAAgjUkwDhYj09Te4FAQQQQCCSwLlBx96zzz57Z9VaHW0KWxQq9ujRI5s1DDOyymQNOle1p7DMrQ3omplofcCgsvHVIDC8KQhFNFVak6MvDgK2fVXtqM//P3tvA2VVdabrTiwCgiCYAgEbb+jQHe/JSNDc5MQIesSBQkQ50eCFI+1fa1rEQNSIeKQ1QExIRPAnGBDbHxCDrS3+NC0G09zgaSVDu72tJm3a26HbjhyFiAoxisGU3O9ZVV+x2Oyq/bfW3mvv/c4xalBVa6255nzWqkp86/2+14VAFwh97ya4/f773w+7/vM/w+H5XH+IdIh3iIgInPFE6fjnLhb69xAv+cjnVOTeng7t/QsR8jrEP5M5wyr7fK+JivSUZLxgYt4xPreLl4it8QRq35Odu9N6I/YzR2PPq67avzyacxAGnYtxdW7mDY36WNpK2o8TloP4irjJ/uHofSVTcC6m8t6k9I4zLSLjr3/968jJOGzYsKLCX1JcTqJTP2XO4GXW0/OBBx5IdF5NJgIiIAIiIAIiUB8EJC7Wx3PSKkVABERABBIkcJ2FdAwaNMi0D6SR+h7eT5Fd0OONEmPExXoa27dvD0OGDEl3yfQM9OFlyohvJoa9aqLjfHMKdjrwOpyGlN22WplnJPjFXIptw4e3lz/jVMxXNowYh3jIcOdefHfu4osnVsd7MuYLdKEHY0ys3GSi6U4TC/FjEqCyyq55xITQsR33WWn/2iqCSZ1hvh3rYedzvNPN6evpWCtlvG3/7b+F3iZQdw7W0SE8RunqtteVxoGy8qivos05wpOxmSe3DJs1J5gOnfuC1Ju4yPpZc79+/SKhkVFswnTu3rP29a0m1uOanjFjRtaWpvWIgAiIgAiIgAhUgYDExSpA1i1EQAREQASyRWDjxo1mrloZVq9ena2FlbCaXFHRgyPqUXB5/fXXwxFHHFHC7os8NV6WHA9swbGKwIhg6IEuHb0D53dMjSD3xU99KvRdtCj8/ktfCh994xuhj4UBdQ5EMz6YxwNRcgNPENxwC3I/RDh3JjIJTj4cfi5a8jnX+5ope0a49BJrnIuxgJfDbAqEw0fsA+fi+p49wyITCH3cZkKz3Tkca9ef8tFHwXbaKTxG53B/L6WmBJt1xFya706eHPr89V+Hnlu3hvfN6fub554LJ3UcRzalv2KngEqgC1+zB9yhDL5mDz5SEBmrIkrv20Ein8VLuYsJf0nkplWY5Nxzz7VX/Iww2d4bDREQAREQAREQgeYjIHGx+Z65diwCIiACTU/gVRNSTjjhhPCaBVrU2ygU0pKaUJciqFR65xHg4mXvCF70CSTkxQXFeE9FD0DpSG/GnXeF7fcr9oErsLcFtRz0zW+G3v/6r+1iYm6pdLwkOLdPIdw4Tql0FwEr0Tq9TNrFOQS/+L1MqNtpzkUERdtNMNkx3GMftppo7Dj44DDogw+iz7ccemj4l9bWcJQ5B4/KXasdn28fj5kgusnuOyCeEO3P2L73h9NOC7v/5/8Mb1lYDed3ujoRDREmEWXjzkuutdLqKDiH/dCfkv6M3tcR4dGFXL9Phf+m8t5UuKZCl+dbs4uMJKfjqMbZWG/j2GOPDRs2bDC9nTdUQwREQAREQAREoNkISFxstieu/YqACIiACEQECB+gR9gx8aCPDLOhRLeYkJZGEVwqfhRxIa+7oBG/kQe28D5YqfROc2FF5cb2EfVjNFFtIGLfV0xyRECLuxCZA9ENIQ1xBYHQ//X53dXoYh5fx4U9nImIdZ5G7f0hO64/0+bead/Dqfg3Bx0U9ljp+9e3bevE9MzQodHniInvm4vxLRMbP7djR+dxBMffWtnqVhMgt1hJLuXUttp9w/sq+v6M2XwTWb2vIr0c+y9eHFquvLJ9f9Zz8oDAF74fTwqm/6IH2HgpesUPdt8E9ejSLfTzGQ9/qReRkT/WTJs2LQpz0RABERABERABEWhOAhIXm/O5a9ciIAIi0PQELr300oDb5vyE3VRJg0VU3LNnT+RmIgii0EBwqbc+bqmsGYci6csMHHUEtCDouYiG+Ifo6E5BB2si3lvnnNMebvK1r4XXnn46cgealBY5BcdyvQuRCJi5zj/m5Xv5nH1+DxfaWB+OPgbCpK/F06A7+kRS9nySfW+elVhbcXU0njNx8Yv2rBm4FjdbQMjQ997r/F78PfHjrZYijuDYN1Y+zXk77d4DY4z266tox480Fnvt+C4TC1vpNZmHWSQ0sncvjYYtQqWnZz9isijsEhq4/egvWg9p6L7lUtaMyPiOOU9pd5D1n+dV5vh95ZVXwsKFCxN6uppGBERABERABESg3ghIXKy3J6b1ioAI1CmBvbbuHnW69sZc9s9+9rNwh/XQuwdRJWMDhyLCSVtbWyQseD/FYpZJ2TSjGCGymPmqcc5Oc9sRBtG3b9/0buepxX4HDxvpCHWJhMf4sK/f/fa3Q297T3otXx42maOQMyj6xNF4DGIgpc7uYqT8OF6CjLiGiw9xzROg48dxKnoiNfeNB7rwNeuzPpGv2jVn2pf0T7TvRPdnbLIelR+zXoqf/O1vw2smPO/o0yecYmX+fI/xa/se7sVDTZjmX4aLkb5NW2HUi/FFEwV/avffacIgcizfi4RU2+MeS1V/f8qUMJCScvYUH75HLz+nJ6Tv0QXS/a9I7Ct+RnabWFpPZbgIhgeZ67SU99x7q7a0tGRWZPxze8ePNwH6oosuSuz5aiIREAEREAEREIH6IiBxsb6el1YrAiIgAiKQEIEXzAU2d+7csH79+oRmrHyarkJaSpnZ+7fVU2J0aoIooh7iHw46SnS9H6I77EwwbPvMZ8JvJk4Mwx58sN1xGBMA/2ACXQ8rVW6xfouhox/jLXactGRKpZHaBnq/RcqEEQhjqdLRc8OthwiJABdLe45cfn4vjuHsow8kATAMejBSJm1f2y7CJBMIf97RU/FDE6ie+MQnAk7EMR2l0ZQ9jzShkUFZ9KY/+qPwMROnERQHmMAYHxzH+fh3Nt/wt9+O3JDspbOvImtjX+a+bLPwI0TFFgt22W8YSxyeA22/LebujPbONb5/WJLGDnfmi5dLl/JCd3Eu7wyCWylCXQK3rWgKXMgDLGG8p/EvdfjPNdcxRyl/cCj1XqWeP2HChHDDDTfUTYuJUven80VABERABERABAoTkLhYmJHOEAEREAERaFACn/70p6M+YbV2P7moiHsviTLPQn3dsvY4U3GhIdyREM2/XobM54hdCF0IfXEnIeW8iJA49OIpzsBysQ2xzEqhcfjNt2vpxzjPPi73EmsvA84tG0ZgpJeiiUIH3Jf5OY6TMV4mzRpi4TB/M3x4+C8W+NFqgiBOxW2HHBJGv/HGfiEuu020Gmrn/LOFgjAQHuMl0AiQOBtfsfXyL8Ljg1ZejFhqRCKBcQT3nGe76hBT93tXvK8kxxFT3bHoJ+G2dL6cG+97yf4SLItGqKNVQJZEtkI/V0n8XGYt/AXXMf1rX3755ULb13EREAEREAEREIEGJiBxsYEfrrYmAiIgAiLQPQFCCKZOnWqaErnA1R/8hzkJsQgkSYiKvoN6TIxOPJwDBx3iIsPTmDt408NwiLmtWn7xi30PnXMQ1txhh4sw14WIMw+HnrkGEQJfNRHRrtjXj5FSYBx7iIiIbPEyYgRIF9e4lwuRfg/OxbWICEl4i5XrD/T12z3+1j4/1EqB6ZmIcxGB0F2LbOInJj7u/tjHooToI638Fneip0dznPNfsbJlnwNRcaEJjC4qcs4q2/88hEME1txeknGBlHJuxE8Pn+FiO/4GQr192sdKtCNBNi6WWtq1WdsS+yFL/H1JbGVdT5SEuBifPQvhL4/Ze05KNOFYGiIgAiIgAiIgAs1LQOJi8z577VwEREAEmp7Ag1YKS+/FmylbreIoNaSl1KUxf5JiZan3L+f8VMQi3HcIdjgOvWwZt2K8XyICGQJfXEjkuAmJbSbAtS1ZEnrZO7Lf4LgLhybIbbJr6VVokmNYaR8jOO4BKQiWcYckE7mTkvW5OxHxztdgItwCEzEH2D1MzuwMbIk7FSlr/oyVNONM/IX15fx3EzQRFkmL9oEIiUOR47+2MKDP2HvxkQmP8+0EL4GeYiLkWiu5/pZ9P+qzmPPwfm9BMT2vvz604IZEcIy7MlmzuzqPPrq9jLvjeNtDD4WWz3++XahEVEw4OClpoa6cd7bUa9Jas4uMOJ/LLbsudS9+/hX2zMePHx9OPfXUcqfQdSIgAiIgAiIgAg1AQOJiAzxEbUEEREAERKA8AptMCLn//vvDihUrypughKso/UUEIPm51JCWEm4TnZpK+nKpiyjx/FTERVuDl5z3u+uu0P+66/atCuedC14IcoSR5IzfW1nx70x8ixKSYyXKnaf5HIiEJkZSKm1SWjApMyqVHogAibDmidD+LxPgguSYJ1hzLq7IjvHHHT0Z/8aEv9+ZOPi+uRInIpB2jJ8ceWTkYBxmCdEIiLtMWIo7GQl0+UVra3Q257xr5dQP2/tnfsr29dkHAiXl1bgZ/9gckZ/I6c2ImBglZ5uA2ftLXzrQyRkvdcapGVv/+3PmhF22N4KFKF9OeqQl1CW9Tp+vGr1QcUETBFXN8JdJkyaF2bNnm+EXD6xG5giQ73RQ5lalBYmACIiACDQgAYmLDfhQtSUREAEREIHiCRxhqbuUEac1kghpKXVt9Rh2kXQpd5S4bWEufSy0p/+55+4rQ8bJiHCHCw9Bj88R+bzsN6dfYpul4LacfHL7I+BYbj9FrkVUQ6j0fox26gH9GDv6NR6QuMy8rINy5I5Ea7yHJ9m67jGxkkJiSpz/3sTEky0NGqfiDhMcN5uj8EgLNaFMmsH3CG5BaERYfGHw4Og4TsbcvooH2XHKpCmbJm06N/AlcnbyYedEDkQCW+LDjzsTHJeIpDDlc5gQUGPl0+8uXRraTKDsY6nTSfZHTPp9KfVnrNTzEf74w0I1+rvGw1/4Q0Y5ATLF7I+2DoS5UBZdjX0Vsyad02wEpJ422xPXfkVABLJLQOJidp+NViYCIiACIlAFAtOnTw9nm/AxNjecosJ7Jx3SUspyqilklLKu7s5Nyrm4H3dEQU9fJmzEE5r5t0PI61wTghh9AT30JZ9TEace1xJUktuTkO9zPe5CO7bJyq3nd0zOv2N9/ng/w3gptvcvtPuutDVQZr03BsydigNMNH3Lehr2NBHxFPdWb2kAACAASURBVBMbERMZ7lT047gRB5pofqYdow+iSX3hHSttRqjk+qHmZiTQJT5MGgxP2TofIanaw3D2O8HOoFckQmwuv1hfy4gRAzcoPO38t/7pnxJ17dabc7EWATSIjG+++Wb0KNJwkD5l4v2aNWuq4vxO6veM5hEBERABERABEUiHgMTFdLhqVhEQAREQgTohcJ2Vyg4y0eUynGUJDFyDCAn8x3wt+x7Wm/hSqbiYV8z1QBHEsLhwiNCHsBcXEDkHByL/8uEBK/F3AgGNc7zUGUEw3k/R+w9yHvPbHI/av9aJMFhHwoB4N4Lr6fHJuSRWx/osRnPZ1/PpuWiiqEmZwVYSlT8/YSEyCIYuCFLSTBk04iKC4aY/+qPwsba2yKlIX8U59r1/NHGJNGv6KuJUxN04zBx0BL7ggHRhki0iTp5v34/Wyf5clPX9uzsT8ZRj/uHHEVvpu0jYC9dTJotAyf46hMckHXXN9n5X+qsJl+Hu3bsTFRlvNaGcPo8zZsyodHm6XgREQAREQAREoM4JSFxM+QHiOuiR8j00vQiIgAiIQPkENm7caC3xVobVq1eXP4ldiaCIY5DyQITFWo9mEV8QFRF0P/zwwzDMSoX3G4h15q6KRC/EvLgbD/EQQZlegQhg9EOMOwkRGK20910rCe5v78h+ycjchPlw+DE/ImNuubSHxtj8O014u8XWQqm0FU/v68eIC9BTqTm/Yw5bTTDZMVxi97jA/kX4Iwnay6K5/T93uBApbeY4A7FxkYmG5quMRMWv2DkIiG/07RuVQHsJtTPi+9vsA9GR8uiR9rHfILXa1jgQYTE3PZv9wxBO8IVDXKx1l6fz57yOkYTIWKkYvf9G0/8qK+uNh79U+sePc63dwAX2zMeNG5c+QN1BBERABERABEQg0wQkLmb68WhxIiACIiACaRN41QSliRMnhpdffrnkW1UzpKXUxdWbuIizqo+V6xbbl89FRbgg5ha8Lje0BSEMB2FH2W4knuUKhCYK/ua448Lh5hKMXIa5qc/uQmQRueIb3+MefODis1TdV22++fZtT2q+wMU5REbmjs2BuPjlDnERETAe6IKTkTLpP9i/9FXEhUhfxbvNeUisBvdoO/TQ8C8W6ILbEWFxqAnf/OsDt+MzQ4dG4iPXIzzGnYyReGo8fmPXH05PUsqg48PLvBFk85WK4xTlHPblZdI5L3G5IqP/3FUqjpX6M1XJ+VkRF30PiIzvWKsAfm7K7ct47LHHqt9iJS+FrhUBERABERCBBiIgcbGBHqa2IgIiIAIiUB6BqVOnhmuuuca0EBNDihi1CGkpYln7nVJv4iLuQ0Yxrk9cokWlbrubDoELsYuSXS9lduHPBUOEQtyDlPsiMsZdjCyMd4PjnJ+vHNrLqrmWOboqlzZBkZTy+R1Pi3+jfp/33NPp/jMfZNQr0cuiPdDlk5YETEnzv5tw+JoJqsdYPz1KoDn3TRMaV1qJ6n81sZDjb1gK9Nj//b8j4dAH8/Dxmjkd+RdBMX7cdhZeMCFwLKKnh7PE3yoPvnGXpfeJRDxk/bhA2TcsEUxdkMUVytddjFJFRhzCbVYCXsy7UurPTVrnZ01c9H2Wyt6v448y06ZNC5s3b04LmeYVAREQAREQARGoIwISF+voYWmpIiACIiAC6RCYa4nCRx11lAX+UrTa9Yj39etnAk1Bt1w6yy1qVpyA9EPra663ehjFhNAULSr6hs0t2Bm8glgW76uJEIYIFh+U8nr5rvcLjB/3VGfEQ4Sz3OHHESa5PncgxiGycb31q6Mcn36MyG63mGA3kDJrO7bK1oarMR7ost56LuJU9PG2OQo3maPQXZCndyRI+/F4krR/b5Mlo//WnGoMhMn/w4TJ+BhrX/yn7f8/2Ee+QBsPxeGiHjlNX3zvPmGcL3MhPhYYHkDS0tLS7hbtYpTqci1037SP14PT0tnz72EWxMPvt+7GqlWrwiuvvBIWLlyYNj7NLwIiIAIiIAIiUAcEJC7WwUPSEkVABERABNIl8LOf/Szccccdpn/kF0CyEtJSCoV6c3chauwyZ16+UteSRUUHhciHCOj9EXEuIjLyNe47xD53GXqQi5fx8n1Pl3YXIl/7eTgUuzvu1+S6GLneg2Hs2E4T5WxFYRUl0PZxmV33gh0/ydZG38T59rGlo8QZwZDAlu+aO/FOExqn2cdle/aEg0wIIrAFsZDy5wH2PUqp+RdnIj0VcSu2Wlk0X+eGuewyEfofba7tdq2tLoz1fdnnf7Dren7hC+1uztxEdWfAni6/vL1vJcOdiwTq8AzgTF/GIkehpHXehwEDBoSe5r6sh1FvQr//vHWXMD1r1qzI6X3RRRfVwyPQGkVABERABERABFImIHExZcCaXgREQAREIPsEXjCRB/fi+vXr91ss/5GNsIjgVU8lmL6JrJZidvVG5JZyly0qdnWDuBsRQQynog9Plo5fa2LZ9i9/OQzB7WdurgMGghp9GxHZ6JeYOxDbcMMiMHI8t2cjTkC+Z6Lnq/Yv4RiWxRyQuK8wge8F+94dw4eHIRbmwthuSc0LTVikr+LZdvz3sTXRW3EsvRFj429j7sl8TkZ6Lr5lfS4ZPczJOCnHyUgp+Q67/6BnnjnQ5dmRAN15u1yn596477K83wGIjLwTpLnHnXT19l6z3nL7GpZHLpmrugt/mTBhQlixYoVp7fZzpCECSrDUOyACIiACTU9A4mLTvwICIAIiIAIiAIFPf/rTUf8wQkX4j+qievplHB3iXD2FXri4mKio6GnQiHwLLEcZ5yLD+xxaeWc0PDE6/kxN7HvfynOj0nKuyxUH6UHopdWUBecO7uFuv9w0as71OXEKEvpioSmbbB0mWQbzWEYuwhvNdfiRORdvsncSZ6FJmWF8LIxlmH2PgBd6LI4xIc57KOJ2/C1l8R09F3EnftFELh9cwzle3PySJUX/3yZc7jdsTzhg+5oDspObnxDfG5+zP3cuuvAIW8Qn9lbBcJHLnXT11k+03tab+6g8/AWn6ODBg6Pfj6NHjy4rBKuC10CXioAIiIAIiIAIZJiAxMUMPxwtTQREQAREoHoECCcYP358wJGDyyjL/RSLpfK6OdmOsD579TJee+21aKkDTWxLxCka743off+8TBlhELddXDBE7KN818qzIzEtNz2aORApzUGYtychQiN9HXOOm28xKn2mnyH3+4R9frl9fgxr8eGCnPVipNx6gYmMt5i4Z6sMr9rHfzf33gQTEAeYmw+3YU8TAidyn47xaytf/oU5bDm+y5yWw957Lwps8YGYuOmP/ij0/fDDSIz8pImJuT0Xb7X1X8b6EQVdKPQJWLu3DUCIxekZH7hAYckHe0HIdcGVXpK5JdVlvJQuMuJorCfHXL2Li/6oPPwFh/cvf/nLcMMNN5TxFHWJCIiACIiACIhAIxKQuNiIT1V7EgEREAERKJnAE088ETkXr7/++pKvzeoF9SJqePkrQR5HHnlkcjjjwSoIf4880u5Q5AOxLDd0hd6AFpwSCWSIY/nERcQ3jucrg0Z8dHExFhaDsEhwC8PuGomF99BjMS5suriI09LGA9Yf8Wib77/Yv/+fiYG/ZF02KH8mlKWPiYSnbN3ayYoei78wUfxjJjq+b2XU+cRFyqAZHP+MuVpzxcVVtubz51mnR9aQ68R0cdH7MebuHwGRwXGE23iYDhwrdC/GXwpEaFx03fUETO4lqnymevk5LHanV9iz5Q8xp556arGX6DwREAEREAEREIEGJyBxscEfsLYnAiIgAiJQHIFNJoDcf//9UR+xRhlZ7/WWG9yRSi89XHiIiTgOn3pqn+MQsQwBjWM+ckuXTSR7d9y4dhelh7/EXw7m8FTlWNm0SY9RabMdjcZjdt48EwfP4P42Ntm8t1ggyQj72qS48JQJcoQJjUCQ61jPKhPvBlqy9BnW15F5vmTn3GXlqJQ5v99RFs3ng0x8ZCAuUvbsZdAEvOBQRGxk0BLt/4yJmZRJv2gf/09Hn8WxdpyPztGxN3qO9n/++f2FVgRE+k364Gv27yz5HN6w51iBFPb4bYv53N+T3HLpYq6t9jndBRVVey1J3W/SpElh9uzZphdXVu6e1Ho0jwiIgAiIgAiIQO0JSFys/TPQCkTACPAffweJhAiIQI0JUEJMKXGjDIQhRiIlxglC6SoNOHWHV9xNx34ssCRy2TFw68XchtH3TDh8Y+HCMGzYsHaXY1yI5Li7IRHtYuEqr9ohOzsa88wJOB8Rk9RqL4NGuLMyYr6/AIekDZPiwso4YxPoXrUS7T/ucAgiQlr8S+fApfjvJlD6aN29O4zZtq3za4TFJzrcjnzzKAuPIWk6Pj5j5/yLiY/Mje+wg0T7KYiCtsY3bN5hixYd2HMRARGXJiNn/51c9rtbcl/kviekMfOuH279MbPWzoCelYyob2cDDFgfe+yx4dlnn43aF2iIgAiIgAiIgAiIAAQkLuo9EAEREAERqGsCW7ZsCdu3bw+jRo3aL1G2nE1Nnz49nH322dYebmw5lxe4pvpxmt4jDdElC6MrUdHXRpDLABPMKHlNbHjvPwQ+HHTeKxBRkQ9EMhf9EEv4QPzrEBLbrJdhyy9+sW85HIsdjw7ERMdX7fpbTIChuNkKjMMF5j6MHJI4H1kL1yLK4fyz779gPRY5H08jAp8dbT9GCrUJiz3MUUuIC2XVSHk2U+jV4Vz0vokEsyA0ftJ6RVLqjHuR7+Fq5HNcjdvs40g7NsDCWXAzPm4fiInIQy/Yx1gvZ2Yv3jvRvv8HS4vuaf0eo8E5vlc/h/24i9H7NPIv+2Xfvpd9BCv6rDsnYKJBQBWtct/FqbzTCa2tnGmeMrftmjVrGsrhXQ4HXSMCIiACIiACIrA/AYmLeiNEQAREQATqlsDy5csjYZHyyG3m2lq8eHEY2tFXrpxNLTKHFs6nKNSiQUbqbsAiOBUSFX0K3Gf0XUzU5dWjx74V7kXgjY1cN6KHvnAKwSrx0l++1+E4jGaIOxF9ShMrTzIBjhJ780TucwJ6P8X4vRHeOlyLiHvmazTD3xnhEXoech+EPFs7q2fVOCFftQ/EwC/bsQutVPuUjgAcpiXQ5QVL8vWR62SklPrvrZ/lduvVeK39rJxtoqPJqvtGfG+4JXP7TcZFwnhYi8+QyxYnpzslzTUZ7SeBwbu029yUXbnmEB/ffPPN6D0imClRobqM9Wfh56+MZXd5ya32c9HLyulnzJiR5LSaSwREQAREQAREoM4JSFys8weo5YuACIhAsxIgfOXhhx+OBEXG6tWrw4YNG8J9991XNpKNGzeGu+66K3LmNMqoZWK0i4oIPcW4J1Mp4/ZSaBfHEA3jwhkOO4b3YMTF6B/xMmJ3LPKvH4+/JLggTUQ8w1x7j9l179h5A93lh2Do/R25N+XUfM1abOyk/NmSnwfadZa53D4o2T7zzNDD5thrwtxTtv5/7kiPXmmHnz/44LDUnIljO05HXGTgSvx3cy0iJlIm7T0YObbDrvk7u4brkfoe9XAWvyd7Y22smz3Gy8Dd2eiOz3i/Sv8evPic/Tr3uGAb51Xm58UK0O7a5Ta1FBkbTVw899xzrVvABWGc9SLVEAEREAEREAEREAEnIHFR74IIiIAIiEBdEHjxxRfD0SbC+EBMxLEYd9Ccc8454bzzzouSTMsZr5qYMnHixPDyyy+Xc3kmr0klJKXAThEV40JhsX3wuI5n2tramg5LAlXiJe9eKu2uOpyMOYLi+z/6USQ89v2rvzowQZnrSKBmTsqtO8qCbzGB7XLSk/m6Q3SMyq8R3BiUZ/M1x5nDxJozzS14swmPI3znHLd5e9j1e10A7egJ+aqdY97CyMlIr0au+b9MXPzvHeEsTEGgy/9rpdK7rFT6td/+NpxioqOtsnO8avOOQMBEQMSpmNtP0tb0++9/P3xoLsB+Jih1lo77DNaPMVo7vOJBORxnvZSDpzAoM+5ney32naq1yNho4iL9FvkjjvotpvBya0oREAEREAERqGMCEhfr+OFp6SIgAiLQLAQQEu+9997InehlzzgX+d7tt9/eieHJJ58MfLibsRw+U6dODddcc41pQnSkq/9RbXGR+7W1tUVusWIFoDjlxMUYxC/CWnDlEXCCgOgDFyHlvIhjOPVcxPPj5hbc/cUvhpZ160Kvn/3sQAEOcZJ5EQljbshNJgqORVxkINpxTrzUGOHN79Vx/BY7frnP0RGmghjZw+be62XVsTJuSprp64jcvso+cCJSiu3Fx3bXqD8jX3Mcqc9Wuf9gXncqsoe4sGpr2GP9Rzne64knDgx0wZHIOrk+H1fm8pTuhEqiWXy573MtRMas9TzNffylfs0fX6ZNmxb43ashAiIgAiIgAiIgAnECEhf1PoiACIiACGSagPdSHDlyZORqu+qqqzrXi1ORr+OORvrWURqNu6mcMXfu3HDUUUeZuQxPWP2PYstIK91pUmEa5YpHXa4/nhCN4EcPRoQvXLCIjvG+iohgfI2wTBIzbsRcRx/HEQetjLmz1Lnj5jZrMM9eWGXX//See6Ky5uh6eni6u/HEE9uFOu7F98yRy/EzTeC82QTOEczlScyxnouBvoXuEPTgmY4gmlcPMu3y0IGRkHiz7Q1ZfJN9mOzXPkzcXGn3opw1EkERReOD+fge++7qOOzYM/thfXEuMKEUmvXBDTHVRdyEy6IrfT9c8EMAH2w9KtPsyUhS9B4L0GkUlx/9FtkTf3zREAEREAEREAEREIE4AYmLeh9EQAREQASKIoCwV65gV9QNujgJcdEFBfp9xd2LfM7xXMFxyZIlYciQIWXd9mfmULvjjjvCPYhDDTDSFjiSEhUddeLOxbi4iHCGuIcoh6jH155wzALcIYjo6InH8XeA47wXiGjxnoMd5+wyke0YcyTi8PoPEy9HcA9GPCzF54uVSSNKWvyJnTYi/AfCJ+dTbm0CnUmhUaBL1IMRsTPusOwok/Z77LT7DvRSb4RNT8H2e7J+jnclICISIoQS2ML6cvfOcfjlHmcd7mREtGUPLi5yjL0kNCoVF30ZxYYMVbLsUku4K7lXNa6dNWtWOOGEE8KUKVOqcTvdQwREQAREQAREoI4ISFyso4elpYqACIhALQnMnj078FFJGnOl67/xxhujKXLFxAkTJgSER4TGSy65xCpO8Y+VN14wQQb34vr168ubIINXJS7Y2R6TFhUdW+IBNAhdq6wwGHcebtR4eTJiG0IeAxEMMS7H1df2mc9Ejr6WyZPbnY5xMZLruJ5rmducXZvsuEmAgbxxk+LajyPYIcwxt9+DfxELbdh3w622vvNtrZ2SHvex8z3QJRL7EPAYLoLmS7SOJrQZcRJynM/j5c4cZx6Ow4X75Lozmd/O2fPss+3l4HGR0t2d7MtDX/iec3EhFQEWERMuzrh99RUN0uHL/cNBvhsjMiJYklCedK/PpITQioAleDG/Z1esWBGJ4BoiIAIiIAIiIAIiECcgcVHvgwiIgAiIQCcB3In0LPyTP/mT8MlPfnI/pyLJzIyvfvWrNSOGeJjrXvSyaf7FWYnwSAl1JYPQggceeKBh/iM6SXExLVHRn1dqgowLbIfhEewY7qpDXMNliACYk5D8h3/7t7DLyoFbv/OdA3syupCGSBdzMiJtm28wzLP55998c7u4Fg90ofwYJ6IJcvPNBbjA7olcE++ZGAlz9tHD5t3LOpkn3i+SMmUchAh8zO3/+t64B/dlT4Wcip/7XF6BcaeJov1OPz30/NM/PfA4Aj4uRoTFuDuU+3vYC58n2G+R6ZJ8l+O/I/jdRwuB/v37J+bQTmutlfxuK/fanfbzM3r06IYKuyqXha4TAREQAREQARE4kIDERb0VIiACIiAC+xGgjyHuoEMOOSTgVBkzZkwYNWpU5AokKKWSsJQkUONexD15ppV9btmyZb9+i0nMzxzTp0+PUqO/klLibVLrLHaeJEQOhBeExWHDhpUV1FLsWhMXFxEVEc/41116nuKMoxB3X1duRMQ5RLRYWEu0D76PmEh/QYS1HOefHQkm+0WC4c3mEDyDc3ELIkIyOgJdVtr3bzWB0OTBYD7CyMEYDRcfTQjtYeuOyqLpuUipc+5aOOZOxVhidSdvxD3ER4RAjufbi5dA82/u8Q4XY7THDsGzc24+4TguSFydsGKfiKGeyo2ImqDTLfH3Y7/NhKiva1IiY9przVl6ql8+Zs+XIJcbbrgh1ftochEQAREQAREQgfokIHGxPp+bVi0CIiACqRFAvCMgBQHvmWeeCRs2bIjuhdCIezHe8zC1RXQzMf+Bu2jRomh9OBTjJdJJrecJS8fFwXkzbrEGGJWIiwgtuJYIpcDVlfZIXJBB9PLehLnhIoh9XmrsG8N1hxjGdRzLLSnGMchxXIP5REkT+ui5uNKEuvkd1z5qwt6rJhgew/3s2ldN1ERUfKTDsYjTcYTd6xjEO0Q8d1TGA11Yl9/THYnxMBrWxZq9hJl/42tnL1yH6Md1uf0Y3R1JaAvn5pZKu1MRTrlORxc3nSHr9PLy3GMVvEDVTF9OQmRM/F2ugF2ll15hIvr48ePDqaeeWulUul4EREAEREAERKABCUhcbMCHqi2JgAiIQCUEXrTy0EcsgGF+rPfcSy+9FIltTz/9tOkbC1JxCxaz5uXLl0eC53nnnRe5KdPq/7jJRJ77778/6i/WCANxsFevXlFfuWJHNQIv8q2Ftfbp0yc5dyQimac+ey9OLxVGUEPQQ4TDLehiXZ6wlkhwo3+gh7nkLp5rcEJyr5yenyvt3Pbuiu1uRltR1JOxs78i7kIXD91FyBy2vh52XuRcJBQF5yLDRVLKpHNFQI4zF4P+krnH2SdzIXRyr1zxFAZwcRdj/Hi83yLCqrscESz5nH+5Dkcna+VaF2NzeZXxNe8kol/SvRG7W0q5ImMt1loG0qIvmTRpUtRz90QcsBoiIAIiIAIiIAIikENA4qJeCREQAREQgQMIUBp93333ZY4MwieuymqMo446KrzyyivVuFXq9yAxuq2trSjnYa1ERYeAU5KRmksS0Ssu/lFu7AnNccedL8jEtrfs56F169YDezJyjouOOP7yiZLmFnzKBL2Vdo955hYcYf+utMvGmlDH59HIJxYi1tn3OwNdEOlwDDIQ+Vh3vNch3/P5cCgiIHqpcq5L0cu6ucZ7NeaKiCYevmVhNq1/93f7RFdn4uvlGj7iIqaXdKfwVqf+bnSzZkTGHTt2FN0WoBxBPwVkiUzJXuhD+6wF/OBg1hABERABERABERCBXAISF/VOiIAIiIAI5BD4yDSSb0c9Dasl5GXxEdB38eyzzzYz1tgsLq+kNRVTTlprUdE3xDp2796drIiBSw9BEVce/7o7EDEQN2JXJc6IaNYfsc1cWy2Ii/HhAp47GXMdgF4OnCtm+hyIhwh7cbdkPKm6o8diDztvL/fCjUgYjd+H63wffI5r0ntLxteJ2Icw6cnRuW8Oc3ipdE6/xbbhw0MLf2TwhOt8qdNxphx396I7IFlXQoOen4Q29e7dO6EZS5+m2EAjSqI//vGPh549e5Z+k4xd8ZS942vWrGkYJ3fG8Go5IiACIiACItAQBCQuNsRj1CZEQAREQASSJkBfR0SMyxIUR5JeYynzIYrkKyfNiqgY30uiveoQvDwh2l11iGU4sPigtDgumnmACaEr+QQ5d/1RHspxF/jiG/ASaUTLfMcR3ujniePPBT3W5g5D1oAgmNtzEaeiuy5Zh5c8+/n5nJesy3s4IrJy71yR0PstkpjN2nOdji5eIqRy/5yy7850aK5jLfF9EejC3hIYWRLs6GPKGDx4cF4BsZI+pwmgSnSKW+095/fEnDlzEp1Xk4mACIiACIiACDQOAYmLjfMstRMREAEREIEECWzcuDHcddddkWOnEcbrr78ejjjiiM6tZFFU9MUlKi4yqfcmdBGOcmFEP0SvuPiHYIcY5qJhjgjXNnNmaLnyyvZ+gvlKjb0UGYEuXqbMGvx77lSMOw853lEGHQmGrANx0dbd2XMRJ6MHqTB3vEya63FZesAMn3tKtEP19XBfhFOEynx7sHn3PPhgOOj660NPKwXuHN5vEbE9N7U6Hpjjc8PVeSZUSpv4e1HhD7Y7gpkm16XYSOLipZdeGiZPnhzGjRtXITFdLgIiIAIiIAIi0KgEJC426pPVvkRABESgCgS2bNkS6INIiijlio00SPydOHFiePnllxtiWy52ICrSu+6jjz6y3I0BNS0x7Qps4iISIqG76nIToj0tmvJoxLB8ISicM29eeMsE59bvfOfAkBSO40T0hOncjXmPQkTLeMKzn+eiZ9zx112gizswCY/JTaxmTi/J7srJiPDn5eC5zkoTAnebQ63PjBntAmTu/AiFCLD0mOSYOzl9L8yHAOnuUI4nNLIq2OUTGbO61nIeBf0WN2zYkGyrgnIWomtEQAREQAREQAQyS0DiYmYfjRYmAiIgAtkkgKBIcjSpzdu3bw+HHHJIwNmCwNhoY+rUqeGaa64xg1syZZ215INgh7BIqXdWRUXnk+uyrJgb4iIlvQhdiF4uKHpKM8c9UTqeruwOQu/ZyLG4mxGhkHMQAl3A9MXyfURDjnEf7hlPZ+Zrv84TnOM9E+mxaGJjZ6CL91z0+fmaNXtZddy5yDkIjMzPmlkH+47vzXuJch3fj/d75HrWhCMRETJ+H46xNxcVCVhyRyXH4iXUuBgTci0yNb9vhgwZUvHrkNYEcZGxpaWlqqnWae2JP7JMmzYtbN68Oa1baF4REAEREAEREIEGICBxsQEeorYgAiIgAmkTwJ2IoMi//Ac+QS+IiaNGjQrvvfdeWL16tWkTJmY02Jg7d24gNfp8BJY6HvRbxK1I0ms9pL0m7vrK7QGIwxAxEIcdn+e6CeN9FbsIe9l5zz2hh/EcQIlwXLRz8Y2y5V278vcbjJdf+88NQp73MvQ0aOsV6eJ6AgAAIABJREFU2cPWuZc5KYtmH17KHD8/X9p0/H3FYYjQFxcB/bitZZeVc++1+wx0gTV+LSKk7TUSZ/OlYXt/SVyZztRF0oSToxN3tKb0M83PGgnLCPn1HupCv0XS5vkji4YIiIAIiIAIiIAIdEVA4qLeDREQAREQgbwEcgXFMWPGhNGjR0eC4tChQ/e75nfWm63RyqLZIILqunXrwtKlS+vyLYkn2+Kk2mViV75Ql6xtLnERKS4u4vhD3MONiBiGmzAuDuIE/MQn2o/zeTxBGbEMIZLzvadh/FqOe2Iy4p+fC+B4D0Yvo46LfXHnoYty8UCXvSYxxpOnEfVcmMwnVsYDX/gcgdD35A5Od2HytQusrJM9x8uh3cXInqyU/oBUas51YTFfgE5CL1ji70VC68qdhp873MFtbW2BNfft27cufu7y4Zg1a1Y44YQTwpQpU1KipWlFQAREQAREQAQagYDExUZ4itqDCIiACCRIAFFxnvWXYyAo8oGg2IjiYSFsL5hLDPfi+vXrC52aqeNxURH3lI/EHYEp7TrxdSIA4qxDJMt18LkI54nJHvaS60Ys0Mdwp/Vc7HfOOaHnf/2vBzoZvU9h3CUZT4f28mycg+5epK+hiY/7Bbrkpl57UA3PAYehC6FempzTPxIHZA/b7x9+8pPwO2trMDBfcrS7IOm3mKcfYyRoemiLrXWnzTfQWXkZOf0Y2QfO0AR7LtaLuJj7/mY5PKnQj/CECRPCihUr7DGOKHSqjouACIiACIiACDQxAYmLTfzwtXUREAERyEdg27ZtYfbs2eG+++7rEhDnPGKllGeakyrXxdhoVAkzeOCBB+riP667EhX9mSTeyzClh80+ELPjwmjFt+pw6e2y8t4Bnm7MpB5A4v0UcRP6QPTzlOcTT2x3/sXL/xFcOMfm+8PXvx52X3JJ6L927YFLRcQj8CXuoIw7GT3QJS4W5oqLHV9Hk3vZdDzQJT6fOx/jgS6x4+9/8Yuh5X/9r9D7xz9udyxyLJ4c7c5KSqHhllsOTcm3911EMI3xfNXOHYGoyHUJClIIdDik68F525U4zvrfsfL2w0wkroc/1lDajVu9UUKtKv4doglEQAREQAREQAS6JCBxUS+HCIiACIjAAQQWL14cLjGhxP8DmPLge++9N/qPe/oPnnLKKYFzfvWrX4Xbb7+9Lv5DudzHPH369Cg1+iu4tTI6vKfisGHDuhXkEncEpsSDnnWUcVNOmshAJEPAMxHt4j/903CHhRBFpc0IazEX3n6ly+7Co28i4lmuk9EFOByRLkDGwl7a7Oej5QtfaL8vIzdwBWcf13mqMuIh4qIPeiziXLT7Rj0XKYu2MunOwfne75G1mtgflSv7iPdkNAG1zcTalq99bd9xFxtd+OzKqUjJM6Et3MsFSL/Wg2gQGNmLrWOaiYDLfvnLYHJle2l1Qv1K6ftHmXH//v0TeSXSnKTQzxm/R3nH2UuWRcbH7LkS5HLDDTekiUtzi4AIiIAIiIAINAABiYsN8BC1BREQARFIkwABLudYuSeJ0CS1Llu2LFx11VVRqMuNN97YGe6S5hpqOfcTTzwR9V68GedZxgYChYsUxYgu9VJWmrSQ9Ko5/EZ4D0F3KvqzzBXVvCwZp6K1COgUBznfnXgIhbQOQFjMDYPhPPvebywAo8+iRaH/kiUHvjXuVIw7D5nHy5DdmZjbcxHx0AW++Pn55ovddc/ZZ4ff/uAHYdAPf3hgKjTneck3+/E1xMVUFwlxbno6tM/v9/avY07GV+3YCFyOCQxcdH369EnWzZrAunKn8MToww8/vODsWRcZr7CfjeOOO079Fgs+SZ0gAiIgAiIgAiIgcVHvgAiIgAiIQLcEtmzZEvVg9DJpnCzPWL82BEZEN75uxKRoh7LJ+tjdcccdYc2aNZl5UygRLScoAoGmV69eyTkCUyKCQJNE+Azl7LiuvnbyyeHSf/zH9tUSbIIAhojo5bwuEHryMYIjLkREPhclERZdeOR8RDWEOHcr8jXXe5lx7nG+jzBIX0R3/HmqMuvCeYg7kMG9CJ7JFRfjZdXx87kGJyNiJffgegTQeAk3a42vn3XEeypyvpdAE9oS79fo7kt4ILK7U9HPZz/MBU+ciuzDjs0xl+gmEykR5undWsnwkJSePXtWMk3q1/KzuXv37pJS2bMqMk6bNi3g3D4RoV1DBERABERABERABLohIHFRr4cIiIAIiEBBAjgXKYP2/op8jbi4fPnyyLk4Y8aMgnPU8wlHHXVUeOWVV2q+hUqDIXAE7tmzpyTho1abLlRa2t26XjVBC0H4x9ZT8Oqrrw5Tp07d/3SCUVwUpNyYsmkSohHl4gKei2pcjSjJyAlJib6HuIZDL9fp6He1ed/6p38Krbfdtk/wyw106SiD7nQmMp/dqzPQBbHRy6a9p2LcyRgPdDGh8Dcmqg607/WyEuUDhjsR49f7SZ4WjcCIWOm9E12YdOGTveJupKw8zpN9MEfH8D9EDB8+PCwyJ2e5wSCVvA/VfIcr6ReKyLhjx44waNCgmpdL84cI+s0+++yzdfH7oprPWPcSAREQAREQARE4kIDExay+FR/Zwg7K6uK0LhEQgWYjQIALvRUpi2Zs2LAhvPfee2HkyJGRa7HRQ11w75xtpaVj42JTFV+CSkXF+FLrRaQpp4QbUfGHVvqLoEVvUJ5b3oGzDrHMS3px4jEQyuJ9Db2EmuMIZnH3XzwBGgEOx15ceEQAdKHOXIu///73o56IvV3si/dE9ITmeKBLh5iYNy2atSKKxku6Y2XSv7femzgfe9vPbOSkZC1x5yWfI5aS6uwCofdvZG53ViK6woT9s0YfCIgcY3+42nwdLjzmgf7d7343PPjgg+Giiy4K5513XsmCVTnvQxV/RDtvlcTPV6Fgpmrs6yl7vri1SYrWEAEREAEREAEREIFCBCQuFiKk4yIgAiIgAhGB1atXR6EuCIyUODZDUrQ/ehxXJBdfRgpuFUeSoqIvOwnxoxoI6PXpYnYx96MEGmHx+OOPDxdffHFhhxzlw4hoHvbCTbxMGOERMQ3BMN4X0QVBFw1xO+L+Q6CLpzW78Ih454J0zFn4BwtXQfzr+Rd/sa9UObfMGfGQQBdb517vwRh3CHY4GyM2NvcffvKT0MPEyZatW9txxcVLnIqIgHHx09frwTVc48fh4unZ7sqEE/O4UOlio7sgnWc3Dws33E033RQeeuih6GepS/E3zxzNJC769tkzvwPo35hocnoRP1C3Wv9NWig0uiu9CBQ6RQREQAREQAREoAgCEheLgKRTREAEREAEQpQePXny5CgputnGxo0bw1133VW1votpiIr+zEoV7Wr1rItdJz0xEUA+Z0LcwoULC4uKuRuKBZBELr94cA+CWTyBmb6GpEd7CbU7IJkTsQ5Bj2uYx52M9DZkIOJ1hKS0zZoV3rr22tBqP08tTz/dfhxh03s/5uu5iFuQ+/l8BMosWNA59xvW+7R13brQy92asft19nBkr+5kZJ0e2uJl1jgwEREJbYknVyO2xtPSCXZxcTE3IKeIFwZXHOIVIUQIwcX0Yyz2fSji9qmekrQI6gExLPrjH/94qFbPSQK8+H0/bty4VHlpchEQAREQAREQgcYgIHGxMZ6jdiECIiACqRN46aWXIidZKW6y1BdVpRtQbkvfPvqPpTkQFUl//vDDDyMhIQ23UtLiR1o8Cjksva/i0ybOff3rXz+wr2IpC0OkQ1hDsEM4IwgFwY3SYQ9d8URlLwHma0Q3T29G9PMkZeZCxIsHqnAe5/M9hD+cinHh0nsuIvh1JS7iLGQehEzKpnEy+kD49NJmT7OOC4TcF5ch13LvuKuSOVzc9BJtmHCNuzS5lg8PvXFhE2Zljscffzxcd911hvqY8K1vfatbYbjQ+1DmEhK/LK11VltkpN8i7S8GxvpnJg5LE4qACIiACIiACDQMAYmLDfMotREREAERSIcA/RYpiX7RAhz6WTknoQMTJkwI5557bjo3zOisX/va18LMmTMjISTp4U7Fj33sY5GbKw1R0ddMaWqfPn1SvUcSfLoSaVg/rre1a9dGziqSzBMd8UAXSo+9RJh/4449borY5inJ7iR0QTEe2OK9HeM9EmNly+9/6lNhN87DL3xhn5sQsZCyaLuNFUi3i4kuFprg89avfhX6WppvH0tsj0a8DDrf/eJORhcQjWO0B67lX3cyuhvRv2Z+v3c3fRXLeQ48T/r6/e3f/m30PC+88MK8glY9iOL8HPP7sbW1tRwURV1TDZER4Z6k6M32TmqIgAiIgAiIgAiIQDEEJC4WQ0nniIAIiECTEsCtuGzZsvDVr341jBo1qjO45cYbb4zExUYPcok/9rlz5wZSowkKSXJUO7wBZyQDETPLAy4DLLE4XgZKX0VSoHFVFdVXsZwNIrjhOkREQ+DDhYioyHN3VyPzukDH9ziHsmF3OXIcsY45EBsR77gegc5Tqt0FiIBnc+22n7OPWW+9niZORaPDydjDjkfiIl/HnIq/N9G/NyExCIH5nJCIkZRB2/GPbA1RRlxuKIsH2bA2dyr6ee7iRKj0fo24M8sogy7mMSBoLVmyJHIH04/xz/7szzovQ1DbZeXoaYp2xayx0DkIpfQp7Nu3b6FTKz6epsiIeE+y/DXXXFPxOjWBCIiACIiACIhAcxCQuNgcz1m7FAEREIGyCMyePTvwkSsiLl++3CpAjw6jR4/OO+8jVnZ53HHHNZT4+KQ5xNZZT7ulS5eWxTL3omqLin5/FyUIicjyQARtaWmJhBqEJwTu3bt3hyeeeKL0vorlbhQh0AVBDzbxEmp6M5qbtzOwBeEO8Q2x0J2DuYIdgiLD3X/xno0dTsXOpRLoYmJiD1tDZ6BLPE06J9Al+NfekzGWHt0phHo4DfdH8PQAGw9lYb2sH2GRc30uhEquqcIg6ZtgHt5TREb6MeII5NlnvUQXd2U1+yLyOGDDfXE7J/UzPct6gp5wwglhypQpVXjiuoUIiIAI5CHAX9Ww7tfBqKOl1gFNLbGeCUhcrOenp7WLgAiIQMoEEBYXL168310Q2R5++OHo+5RJ5xscZyAINcp4wXrd4V5cv359RVuqlagYX3Q9lJgiLiIq3n///SGRvorlPDXERU+D9tCT+DxxcRAxD1HOA1EQ4+Lpzt6zMO7+60Is/MPw4eHN554Lw444orMs+o2XXw6HW/hJZwBMXFxkTYiROBEROemTh2PSnYruwuQ8zsGJ6OEufC/f3uLl4bgmq9x770c/+pGZKRdELRjmzJkTuRar4Qgs5zXxa2r5c5VkCBTMKVUfUSVBuRLmulYEREAEREAERCAbBCQuZuM5aBUiUDaBj+zKqNxNQwRSIICQyAcuxS1btoRfWZ83Ps9XEk2vMXp08YEQR2/C+fFAixTWV+0pTz755HDnnXeW9R/dWRAVndfrr78ejjDhKsvjpptuCq+88kq0ThxsNXOt4U4kiIXSYQQ2L31GLCRcxQNacB4SkoIjkEEYDAIdwwNYXPzLLWPmuKdBcy8X+3r02NdzEfHQxUx3RsbFSe6P29DXhNCZK15yHMGUtVPG7ccRRhEiWTvHmYs1UfLNWhAjazAoM7777rsjZ96hhx4aSDCu2XtQxP5rKS768vg9vGPHjjBo0KAu//jT3VZgjiP9ZROzNURABERABERABESgWAISF4slpfNEQAREoEkJ0HeRUBdcirll0Hyf4wiQBL6QJE0ZI+chQjbamD59epg4caLpMibMFDkQFXHhDRs2LDMhKmkl2haJpNvT6KtIz7exJqAhJtHDrtqlpl0uMB7o4j0XEfMQCxHj4m4/F9YRCznXBNL9jiM+IvYx8oiFv/v5z0O/z362U1z83WuvhX5HHrlvaYiNXubMdz3tmc+97NrdiczPR9zJSKkzQiJl0AiI8RJuT8ZO4oFWOAeCHWI4qdLbt28PN1s5Or9jsjiyIC46F0RGfu/QW7Urh/k+hvv+TPmYvTP8geiGG27IImKtSQREQAREQAREIKMEJC5m9MFoWSIgAiKQJQK4Fil1vuqqqyKhMS4ojhw5MowfPz4SE/m8kQf9/hBSETgKDf7DHhcQTqushafUojdcIV6UQC9cuDD8wz/8Q1Ryf9ppp0WX0Htv69atkXBNynVNB0Ic7kFEOURDBHQER4YHtnjCMuIdg+MIe5wbC2SJnIoIeoiC3vPQnIo+dtr1A02sjAJdTCyMxEbERQ+EYX7uhaCJ85B3Mu5U5DiuS8RPDyFy16U7JT2MhuNeAs4xSq5rXBLrZb4Iy56eTj/G7373u+Hggw+OUsKz9AeMrPYyLU1kDOEKSzSnX676Ldb0N41uLgIiIAIiIAJ1R0DiYt09Mi3YGksZhDrp8KvHJQKNQsB+7C6ZcUm0G4RGD3PBodhMidGbrF8ePQDpR9bVQBTBGYigmNV02ywlRntK8PPPPx+VP0+dOjUvWhygjEwxjbv9EBsR5hALPR067iy0kKNImGS4UzHudEQMRBxkuPhnX7u4GDiOOIhYyEAAdKHTnYrx++ULfEFMdCcl92AdDHdhZuT3FT8/hPl0FVBC4Aup4TiIv/nNb2aiVJp05Y8++qgIl2BtIBcrMuLOnjZtmlXC16YUvjZ0dFcREAEREAEREIFKCUhcrJSgrhcBERCBJiGwevXqyD02atSophIUcx/vUUcdFfUCzB1JBiqk/UrhskJsqHX/Oi+BRqy++uqrC/ay9GRcRCd3s6XNqtv54+IiQS25gkw80IU+hrt2tScw4xTMCXwhsGWYldzvlzYd77kYdzqaMPiGla4O/uIXQ097jtHgOAMBEeGQtbhY6cfjoSysw3tCZkRcLOX54gr+wQ9+EP76r/86fP3rX48+ajkQvyk/zsR72Q2I7noywvTYY48Nzz77bM1/N9TyWereIiACIiACIiACpROQuFg6M10hAiIgAiLQxARw9px99tlRT0BGPYmK8cdWy76LGzZssErey03bOilKAi41ldadoYV7yaX8olJK7GIegqH1iowCXuhhiHPQy5TdqejHcTZ64ApLdKeii5Ve5mziZA+7B379KA0653jbCSfsnx5Nj0VKrD252p2MnhbN9RxnjfSAJNkakZHPq5wGnftkEOf22h4JIill4HzFvUjpfC37Mdby56kUXn4uvHFbxoX6p+x9WLNmTbfO7HLupWtEQAREQAREQAQan4DExcZ/xtqhCIiACIhAggSWL18e9uzZEy655JLw9ttvR4EjmSrVLXKvhGPgRK3mQAiinHXdunXh2muv7bIEupg14cBCHMlM2AuLjpc541RE1EPAo98in8d6Iv7+X/81Or+3lQBHpdQIfLk9EymLtmk7xcVYT8a42Ng2fHjY89xzoU88ARwxEvHTA2dYnzsZvYy6GNBVOIceoH379q2opJh+jPSEpU0DSeOlCtaVbrPexEXfL+z5Awki4+233x79PpsxY0alOHS9CIiACIiACIhAkxGQuNhkD1zbFQEREAERqIzAxo0bAyXiS5YsqUtR0XdfTTEEUfFHP/pRePzxx8OECROiMI7ixr4U23znU97NPnC71TzshQW6s9Cdgoh7hKp4ubQHuphL8K1f/Sq0WuhPwG2I6xHnYK54aOEaPUx43Otly7niI/fEOWnC5G9M8G4dNy60/OIX7agQN5kTcZN083iadUbSoPOFthT3XnR9FoEvvGuI/+edd17Vynur+fNUKaPc6/k5evPNN8OiRYvC6aefHsbZe6QhAiIgAiIgAiIgAqUQkLhYCi2dKwIiIAIi0PQE6EuGQEZfsnoe1RJDvK8iZeQXX3xxKo6yTIW9ICh6ibE7GTucgnvmzg29LBAoKlvGqRg/jhgYEx+jHoqkRVvZMmnRBwS6EPBC2TNlzX4codLmft/S2/sSOuQBMHGnYnx9NXyBccwxugptqWRp/IziXqQfIyFB1ejHyH7S2EslHEq9ln6LtCyodS/WUtet80VABERABERABGpPQOJi7Z+BViACIiACIlBnBL72ta+FmTNnWms9661XpwMBhhJIylHTGC9YOS69KYcNGxbuvvvuVETF+LpLCQNJY79554w5DQls6WWlp50l9Ih8cTERsdDTnBEfcRvGey4iNuKCpISa9w73ZzwwhusREW14yXjr5z8fWqwXYWdPx6ptvOsbVfM50UOQZGkGIuOYMWNSIcCedu/eXdeiHO5iUqI3W1CQhgiIgAiIgAiIgAiUSkDiYqnEdL4IiIAIiEDTE5hrDjRSo8+nnLVOB/0K6R2ZtEvJ+ypuMkcdgs7UqVOrSigzYS/s2sTAnSYC9jzrrHDw//gfoaeVhUfiIIEuvDsuLiIW4lzEeejHcTbG06LpoZh7PN7jEXHRxUeb/w+WnrzLxLVe1iO0/7nntouVNR7lhrZUumzK8a+77rroZ/Z73/te4kI3Qj1l+VlPiu6O460WNsTvhGuuuaZS3LpeBERABERABESgCQlIXGzCh64ti4AIiIAIVEbgySefjEJJli5dWtlENb466dLoBdZzcIWV45KoXXxfxeQhZCHsJW8/wbjTELGQfoiPPtpeIo3rMPc4gS7mKNvradLx4zgZPa0acRLxMN6TkeN2HSx27NgROUhrJX7R04/wo0pDWyp5UxAAcdCuXbs2TJ48OVx44YWJCeuNUBI9a9asMGnSpDDeSuo1REAEREAEREAERKBUAhIXSyWm80VABERABOqSwLZt26I0Wj4qHZT84l5cv359pVPV9PqkxEX6KhJwc/LJJ6fWV7FUULUMe0FsOuigg6Kgmf2Gi3/WfzL89Kfth0w89HLmAwJd7FgPu2avlzznBrogSMZ7KNKDceXK9vk80KVjAayppaWl6iFEaYS2lPouxM/HWYuL8V/+5V/C9ddfH0477bRKpouuTernqOKFVDDBWeauXbx4ceKuzgqWpEtFoMkJdB9o1uRwtH0REIEMEpC4mMGHoiWJgAiIgAgkRwBR8Sc/+UkUVMB/PA8dOjSRyRHS7rzzzrr+j/Ht27eHIUOGlM0DoYaQltdeey3cb0ElWexBWU1RDSFtq/U4HD58eH6XIEKgCdMBcZHhZc30WLz55n3OQxcfPS069nVUNu3iIT0audbLqpmT+XE6dvRfjD/cagt9aYa2lP3Sdlz4zDPPBEqBGQS+nOiJ3mVMXO/iYqOEVJXx6HSJCIiACIiACIhAQgQkLiYEUtOIgAiIgAhkj8Dq1autDd2L4eijjw7n0ncuwXH11VeH0aNHWzVq7XvZlbutcss5ERWXLVsWnn766Zr0VSx1v9UIEaH0+KOPPiotMdh6KkbDy54RH3EyelBQbs9Fzo2Lh54GzfdjgS6F+ND7sK2trbS1Fpo0dhzeLrjVqhS72OUS+ILr9pxzzgnf/OY3yyqVrndx8THr5UmQyw033FAsNp0nAiIgAiIgAiIgAvsRkLioF0IEREAERKBhCcyePTsSAL/61a8mvkeENfq33YzjrE4HjiXKxHv27Fn0DuiriAuUctI/+7M/qyvnJiIQwRtJhthU5AY0llEZ8wUXtKc/IyzShxHBGsExV1z047jscCbivPMAmBLfQxcAKd1OolWAv0C1Cm0p+gXOc2K8H+PEiRMjJ2Ox7wgc6WvZmQJeyUJqdO0V5pA97rjjwpQpU2q0At1WBERABERABESg3glIXKz3J6j1i4AIiIAIdEmA4JV777033H777QEXI6IYQgopz6ecckpF5EhDphSYAJN6He+++2609P79+xfcAn0VcTZ9+ctfzkxfxYKLznNCUmEviEq7du1Kto+h91REOMSJaOJjj/nzw177iMRHL6PO01OxHBZcg7BGavjHP/7xkkTm3PtlIbSlXAZ+HY5c3IuUtvNHgzFjxhScEn69evWKwmrqdRDANG3atIpKw+t171q3CIiACIiACIhAMgQkLibDUbOIgAiIgAhklADljgwSYs8888zw0ksvhSuvvDISGyvtv3jUUUeFV155JaM7L7wsF4QOP/zwLk9GcPn2t78dfvazn5lJ7pYwYcKEwhNn/IxKw15w57kgl2jZr4uLXiZtHHuYe3EvydKMeBl0Rxp0EqgrFQYrcm8msYGE56AfIw7dgw8+OAp9oa1CV4PWApUKswkvv6TpvN8if3gp1q1Z0g10sgiIgAiIgAiIQFMQkLjYFI9ZmxSBBiLAf2N3tClroF1pKykSwL1IcEm85+J8c4KNGjWq4nJpyq5PP/10y+cYm+IO0p26q35xiIr0onv++eejMlFKoBttlBr24iLagAED0nGqURJNmTQhLQha1guvxxlnhL2PPtpeKm39QzvLoFPo9Ymr8x0TLYcNG1a0izHLoS2Vvq/0Y+SDJOWu+jGW27e00rUldf1T9s6tW7cuCrvSEAEREAEREAEREIFyCUhcLJecrhMBERABEahbAkmJi8uXL48cbJdddlndsnj99dfDEUccsd/6KYEmSffzn/985PIckSd5uG43nLPwYsNeatJL8LDDQg8ru418iwk6Fbt7du5i5JzuHK31FNpSybuKs++mm24KDz30UCSy8xEfBPnQt7JeBz/nlHXPmDGjXregdYuACIiACIiACGSAgMTFDDwELUEEREAERCBdAtu2bQs/+clPwsiRI8OWLVui3ov0Yaw0yGLjxo3hwQcfrOu+i3HnIlwuN9fcCSecEObOnZu6qJglI3JXYS81FdGsDLqHpUPv9R6M6f6Y7Df77t27o36MlPzmln7XRGit4t7z3YrUeUqlP/jgg/CXf/mXnf0Y6925SK/Fiy66KIwbN67GhHV7ERABERABERCBkglk6P9MS1ws+enpAhEQAREQgXojQLknPRYRFsePHx99JDG8X9mzzz6bxHQ1mQNx5Le//W24++67w49//ONw9dVXh6lTp9ZkLbW+aW7YS81Lfk3c62Huxb2Eu9TIPYqQ2NbWFrkYK+3NWOvnm8T96cfKYms2AAAgAElEQVRIuvKQIUOi0JdDDz20W4dnEvcsaY4S/yPj2GOPjf7Yon6LJVHWySIgAiIgAiIgAjkEJC7qlRABERABERCBCgggxF1zzTXhmGOOqWCW2lxKX0Ucnf/2b/8WDjnkEAsktkTiJh8IaKQFM+g9mGhgSxls9wt0KeP6JC5x9yYi4/Dhw2vOJIk9VTIHf1QgJZ6fny996UvWDvMrdSnOvWCuWP6YgLioIQIiIAIiIAIiIAKVEJC4WAk9XSsCIiACItD0BCgfJjX6/PPPrysW3lfx+OOPD9OnT4/EkdbW1rraQ9KLdWdeS0tL5Nbj31ozyYK46A5OevNRLj148OCiA1+SfkZZmc+ZkCb9+OOPR6nS9RZ6RL9F3vGZM2dmBavWIQIiIAIiIAIiUKcEJC7W6YPTskVABERABLJBgDRqSq75qIeBW+nss88O/fv3j/pFeliLlwR3F+JRD/srd42U/xLOE+8xWGzYS7n3LOa6WoqL+fpNqjQ6BEJcDj744M6erZRKI9QxCHcaM2ZMMY+25ufMmjUrTJo0KbE2ETXfkBYgAiIgAiIgAiJQMwISF2uGXjcWAREQARFoBAL1UlpICecdd9wRnn766SjxNl9fRReTKH3t2bNnIzyegntgz2+//XYktnYV8NNV2EvByRM4oVbiYqHQFsTodyzBmtLxZnpXPMAlX7n8j370o0hkxA38jW98I/VApEpfrwkTJkTl3Y2cBl8pI10vAiIgAiIgAiJQHAGJi8Vx0lkiIAIiIAIi0CWBk08+Odx5552Z/Y90Um7vvffecN555xXsq4gz7c0338ybEtxor0AhAS2+39ywl2qxqLa4WIoz0d8VSmsb3fHqInShknD6MRKOtHbt2jB58uRw4YUXZrIfYyOEUVXrZ1D3EQEREAEREAERKExA4mJhRjpDBERABERABLolQCjC6NGjo2CHLA36Kv7whz+MnFQXX3xxSeInDi167DViimy55c6IabgYBw0aFPr06VOVR11NcdEFtHhpeDGbpA8jYlWp1xUzdxbOYW+UzJcioOIU/va3vx1wNtOP8bTTTsvCVjrXsGrVqvDyyy+HG264IVPr0mJEQAREQAREQATqk4DExfp8blq1CIiACIhAhgg88cQTYfPmzZGIkIWBsHHppZeG//iP/wj3339/2UnW5YgqWdh/d2tANCWshXLecgdzVCvspVriogeUlCKg5fLDCcqodQhOuc8133WViuz0Y6QdAQIs7QhOPPHEJJdX9lzXXXdd+OxnPxumTJlS9hy6UAREQAREQAREQAScgMRFvQsiIAIiIAIiUCGBTZs2RSIe/ctqObyvIushWCJfX8VS1+cuv3rvrVeuK68rXuW6H0vln7a4mC+0pdQ1xs93LocddliXPSwrmb9a17pLFbE1X3/FUtfB7wb6MZ511lnhm9/8Zs0dwfxu4A8QWRE7S+Wp80VABERABERABLJFQOJitp6HViMCIiACIlCnBI466qjw7LPP1kw0QLigDBqxYPr06SWVQBdCjtCydevWyO2XhNBS6H5JHmftODAR6dJw1KUd9pKmuFhKz8lSn4k7RAv1KCx13mqcn5ag7v0YKUnGMfiXf/mX1djOAffwfosbNmyo2e+rmmxcNxUBERABERABEUiNgMTF1NBqYhEQARGolMBHNsFBlU6i66tEYPbs2eH0008PY8eOrdId22+DoLhkyZJAqEypfRVLXSiCUd++fevGkYaIQjlq2r0A0wx7SUNc9CCW7hKyS3038p1frfsksVafg3eGddNXM62Bwxj34rZt28KNN94YxowZk9at8s771FNPhTVr1tTcaV3VTetmIiACIiACIiACqRKQuJgqXk0uAiIgAiLQLASWL18eEN/mzZtXlS17CfS6devCtddem0gJdDELx+1Gz8JKevMVc59KzvESaAJp0nArVlNIS1pcTLo8vJjnlKb4Wsz9iz0nib6Txd6L8+jHeMUVV0Qu40WLFiXqNu5uHbic+dmYMWNGKcttnnP32lZ7NM92tVMREAEREAERSIKAxMUkKGoOERABERCBpiewcePG8OCDD6buBkJUvPfee8OPf/zjcP7550cl0NUeng6cxZJXL/Ul5bpnz57VRhMJzEmGvSQpLia9tlLguouxmoJvsetjbW+//XYYMGBATcr+SXQn9GXy5MnhG9/4RuqlytOmTQsXXXRRGDduXLGIdJ4IiIAIiIAIiIAIdEtA4qJeEBHoIKA/VOtVEAERqISA9zGj72JagxJoXEfHH398FMaA46lWI+nAi0r3UQtHXldrTnItSYiLrIeemcOHD6+JeBbnhIvxnXfeiZyvWejfmXSgTbnvMb8/brrppvD444+HCy+8MEqWTmvQQuGhhx5KXcRMa/2aVwREQAREQAREIHsEJC5m75loRSIgAiIgAnVKgATWa665JhxzzDGJ7uDpp58Of/EXfxE+97nPhYULF9ZUVMzdWBb6MBKqglswa6XarKtSp16l4mKaoS2VvOS1dFH6unHgvvfee6n2VyyV0Ysvvhi++93vhg8++CBcffXVifdjfOGFF6J5CXPREAERKJ6AumAXz0pnioAINCcBiYvN+dy1axEQAREQgRQIfO973wtHHHFEVK6cxPC+ioiLOJkQL7M4aiUUZcV11t0zqbTfYLniopchUx7ep0+fLL42wR2etVhjVgVpf1D0Y7zqqquiPyQk+QcFnM8I8TNnzszkO6FFiYAIiIAIiIAI1CcBiYv1+dy0ahEQAREQgQwSePLJJ8Ojjz4ali1bVtHqKJFEBFi/fn2YOHFi1UJiKlk0LrB33323au7BHTt2BIS3agW2VMKmktTkcsTFJMuyK9l3sdd6kAqp3tXok8n9SMrOqujq3Pg9cPfdd4fHHnss6sd43nnnVVzKPGvWrDBp0qQwfvz4Yh+PzhMBERCBpiUgx2rTPnptvAwCEhfLgKZLREAEREAERCAfgSRKDumrSLjDscceGy6++OJMlUAXeurVcBLiBETERIjKQs++Qkzix8txeJYqLpZzj1L2kNa53sPzsMMOC/369UvlNtV4P9NYOCLjddddF5UyX3/99RU5mCdMmBCFTtWyX2sajDSnCIiACIiACIhAbQlIXKwtf91dBERABESgwQgQlnDnnXeW/B/vlECT4orIQup0Pf/HfxrOMHfjVdrDsNavW6muwmLFxSyFtlTCuNIy8q7uXW1nbSUMurqWUmn+8PDhhx9GbRLGjBlT0m2qETpV0oJ0sgiIgAiIgAiIQMMQkLjYMI9SGxEBERABEcgCAcISRo8eHb7yla8UtRzvq0jKNE7FrPZVLGozsZMIEmlra0ukTNrnqlbZbKl7Lef8YsNeihEXsxraUg4XrvEycsqW6cdY6UDs5l0cNmxYpVNl4nrczTgZTz/99PCtb32raEarVq0Kr732Wrj22mszsQ8tQgREQAREQAREoHEISFxsnGepnYiACIiACGSAwBNPPBE2b94clS8WGgsWLAj0aaT/2WWXXVa0SFBo3qwcdxdauSnOpbr8srLvYtdRjEuvO3GxloEoxe6xkvPgQ29NRMFyS+C5/pBDDsl8f8VSOeFCvPfee8PatWujP2RceOGFBX9/IEjyh49TTz211NvpfBEQAREQAREQARHoloDERb0g9UVAXXXr63lptSLQhAQ2bdoU7r///qivWVcD59EPf/jDcPzxx9ddX8VSHykCGM4xBKJSwjo85KNcYbLUddbq/EJhL12Ji5T5IjDVY+/JUlmX00eyXvsrlsoG5/OcOXPC1q1bw4033thtqTSu6EsvvTSceOKJpd5G54uACIiACIiACIiAxEW9AyIgAiIgAiJQTQJf+MIXwt///d8f4CRCCJg3b1547rnnwl/91V9F4mIzDBfQKHEtlNDbKL0DS32uXZXu5hMXyxHbSl1P1s4vxaXJubt27YqE11IE7aztuZT1eD9GRGf6MeYKiAjRZ511VnjooYcKOhxLua/OFQEREAEREAEREAEIyLmo90AEREAEREAEEiYwe/bsqB/a2LFjo5m9r+LTTz8d/Yd/o/RVLBVbIVGMElbEtNbW1lKnbojz85WBx8VFjv/nf/5n+MQnPlF2mXC9g3JHa1fCYbM4Xrt6jjiiKZc+7bTTwje+8Y1OIfGpp54K69atC4sXL673V0DrFwEREAEREAERyCABiYsZfChakgiIgAiIQH0TWL58eVQKjEuR8miCFL785S+H8847r65ToJN4Kvn6ML7//vudTrNye+slsbaszBEXyFxcTDIgJyv7LHcdXvI8aNCg0K9fv85pEKdxKiYRAlPu2rJwHS7FH/zgB+Gxxx6LejHyB41bb701kLQ+Y8aMLCxRaxABERABERABEWgwAhIXG+yBajsiIAIiIAK1J7Bx48Zw0003hTfffDOcfPLJDd9XsVTiLg7RT5HyVUSPZnUrdsUOEfbdd98NRxxxRHj99debordiqe8RItqePXsigRHxlfdJ4vQ+ijim586dG7Zv3x4QYkmjHzduXKmYdb4IiIAIiIAIiIAIFCQgcbEgIp0gAiIgAiIgAqURQPS44oorwgcffBCFu2gcSAB3Hk6zI488MvTv31+I8hBAYITNO++80/RuvK5eEFyviGhDhgyRQN0FpKuuuir6Wbv55pv1Huk3jQiIgAiIgAiIQCoEJC6mglWTioAIiIAINDsBnFSTJk2K+itedtllzY6jc//eV3DAgAGhb9++Ufk4zsVmL2XNfUG8/ySOMz7HoUfitsY+Au5cxLGIEAsnGMm9uI8R5dCk069Zs6bpWzLoZ0cEREAEREAERCA9AhIX02OrmUVABERABJqcAI4qwl0++9nPRv0Xm30gJB500EFRiWZ8qJ/gPhq5adneczFf2Eszv0/5RGlSyd9+++0IC4Jjs48FCxaEzZs3R31fR4wY0ew4tH8REAEREAEREIEUCUhcTBGuphYBERABERABFxiPO+64cOWVVzYlkFzBLB8EF88GDx4chXI048gnssbTomHS7EIsAiK9TEmL7sqhuHv37oCrsbtzGv39WrJkSVi7dq0ci43+oLU/ERABERABEcgIAYmLGXkQWoYIiIAIiEDjEkBgvOWWW6L+gs0mMMaTjws9YYSjrVu3Nl1pa3euxFxxEYYe9tJsQiyceJ+KDW5pViEWYfHnP/95mD9/vhyLhX7p6LgIiIAIiIAIiEAiBCQuJoJRk4iACIiACIhA9wRwUvEf/W1tbWHhwoXZwPWRLeOgdJZSSRnvG2+8EQWZkALc6KOQUJhPXISJlwDTt7JZOBGQlFtSX+j98GRyrmsGTosWLYrSxREW1ce00Nuh4yIgAiIgAiIgAkkRkLiYFEnNIwIiIAIiUNcEEHmWL18etmzZEo4++uhw5plnhqFDhya6JwTG++67L/qP/zlz5jTkf/wj5uzatSu0tLRUlN6L64zR2tqa6DPI0mQe2tLdHrsSF30fcGr0sJdS3K9dPV9+9iiXbmS359y5cyNX5wUXXJDK75bc34/NINZm6feF1iICIiACIiACWSYgcTHLT0drEwEREAERqBoBglcQFcePHx8efvjh8Mwzz4TFixcnLjCyodtuuy2sX78+6ofWSO4iF7qS6nXnvfMaTRAqpgelv/iFxEXOK7VcuGo/VAncCGGRZPEkEqAb1e2JcDpt2rQwceLEMHPmzASoHzgFvx8POeSQcN5550UhMRs2bIj+UKIhAiIgAiIgAiIgAhCQuKj3QAREQAREoOkJbN++PeqFGP+P5RtvvDHictVVV6XChxLpjRs3hmXLltV9XzQvgU6jlLnRhLNSXXjFiIv+gjZSj8FSBNhSf0BxKb/zzjtRb896Dw+in+u5554bzjjjjNT6uT7yyCOdf2xx1oiN3Jc/yGiIgAiIgAiIgAiIgMRFvQMiIAIiIAIiYAROOeWUsHr16k6n4rZt26L/eI5/L2lQd9xxR1i5cmVdJ7oiaO3du7fkXnilskSUQ7zs06dPqZdm4vxye1CWIi6y0UYQznCsvvfee6m+U546Tfk+pcT1OBAWJ02aFJVBpxUUxft0zjnnhNtvv30/Fzdi5ooVK8KQIUPqEZ3WLAIiIAIiIAIikDABiYsJA9V0IiACIiAC9UkAp+Kf/MmfRL0WfdBjjP+4Tsu9yH1wMD755JPRf6iPGDGibuB5UAburyRKVovZeKmuv2LmrMY5hUJbultDqeIic9Vz+W+1n7GX3idVyl+N94l7ICxSCj158uTUhEXuwx9X+ENL/Hcgv6/4oG2EhghUk0CKGWTV3IbuJQIiIAINSUDiYkM+Vm1KBERABESgVAL8BzSlfvE+i4S7IDCm/R/RDz74YOCD+9SDwIgAROo1wmK1B2LQu+++Wzdus2JCW5IWF32+egt7qaU7tZ5KyhEW+V01ZcqU6CPNQeo0fWhHjx4d3Qah/JJLLokCqUaNGpXmrTW3CIiACIiACIhAHRGQuFhHD0tLFQEREAERSJcAQiIi44IFC6IbEVyAQ4f/wE57cB/6L3LvrPYxK7e0N2l2tXBNlrqHpNZYjnMxvtZ66FmZZn/FUp6bszrssMNCVpOQX3zxxeiPELRsQPRLe+Do9qAr7uWJ0Wn/wSXtfWl+ERABERABERCBZAlIXEyWp2YTAREQARGoYwK4chAS+Zf/oMa5OGPGjDBy5Miq7Or5558PS5cuDX/+538eTjzxxKrcs5ibeJkt/elaW1uLuST1c3xNWezDmGRpb6Xioj+IrDrzEPR27dqVKSeqO3OzllL+1FNPhXvuuSfMnTs3fOpTn0r9Z4wbuKN7zJgx0e9FFzeHDh1alfvrJiIgAiIgAiIgAvVBQOJifTwnrVIEREAERKCKBF566aXoP6Q/+clP7hdiUI0lIGgSzkDvx/PPP78at+z2Hl5am9WedFkSzdJwdiYlLvKQKSmnTDsrKcm1LK8v9IPlgS9pJKAXune+46tWrQqkNtOjtVp/7PB18LsQFzduTi+PLmcPukYEREAEREAERKBxCUhcbNxnq52JgAiIgAjUKQEPa5g6dWq47LLLarILF8p69eqVGbdiVyA8MKUWPSDjAsz7778fEGF79uyZ2DNLUlxkUVkJe0HkPPjggzNbfhx/ru+8805NBdlbb701PPDAA3WdKp/YD4QmEgEREAEREAERyCQBiYuZfCxalAiIgAiIQLMTQGCcPn165BSaN29eVXHgBty7d28YOHBgokJZmpvwHofDhw+v+porDW3pjkvS4qLfa+fOnZGTsdqCbFK9KNN8l3LndhcjbQEOP/zwat466sG6YcMGCYtVpa6biYAIiIAIiIAIlEpA4mKpxHS+CIiACIiACFSJgDsYJ0yYUBWBsR7CP7pD7yJQtUq4qyGUpSUuwrHaz9vdsFnrZVjsjzMOWVyMCIy9e/cu9rKyz6MEmqCnFStW1EWKfNkb1YUiIAIiIAIiIAJ1T0DiYt0/Qm1ABERABESgkQkgMN5yyy3hyCOPjHoxpjXeeOONaOpqO9nS2A+9/NIOn0kytKU7BmmKi37favStrMY90niX8s1ZjfcLYfG1114Ll19+uYTFaj1Y3UcEREAEREAERKBsAhIXy0anC0VABERABESgOgQoYSXFuq2tLUqTTnJUw32X5HqLnQtme/bsSbyMNY3QllqLi9w/zbAXxDh6d1Jm3yjDXZ+HHXZY4n0jSYNGHOePCY3ErFGevfYhAiIgAiIgAiJwIAGJi3orREAEREAERKAOCCCW3XfffeH1118Pc+bMSUR0SLNXYBaQugCUVDoyZbFphLZkQVxkDUmHvTAfjthqlRHX4p3zxOskSr35GUdY/OIXvxjOOOOMRH7Ga8FE9xQBERABERABEWg+AhIXm++Za8ciIAIiIAJ1TOC2226LkmPXrVtXtvjgYR7V6k1YS9xJCVy1EmKrURad+3ySCHtJWtit5TtU6N7+jlXiYoT5tGnTwsSJE8PMmTML3VLHRUAEREAEREAERCBTBCQuZupxaDEiIAIiIAIiUJgA/dgeffTRsHr16pL6sXlJLyWqra2thW/UQGfgMOvbt2/JJay1LhuvhbjIY68k7CWtkvSsv47lOlvpqzpp0qRwwQUXpNpXNev8tD4REAEREAEREIH6JSBxsX6fnVYuAiIgAiLQxAQQGFeuXBk5GEeMGFGQhAdq4Fbs2bNnwfMb8YRSQ0WqFdrSHetaiYu+pnKYpR2mk+V30xPLixXwXVicNWtWuPjii7O8Na1NBERABERABERABLokIHFRL4cIiIAIiIAI1CkBBMa1a9eGNWvWdCkwVjuAJOsoCS7BWdddj7wsMau1uMjzLCbsxUW1Zii1L+Ydx8VIKT39Pnv37p33EoRFSqEnT54sx2IxUJv+nL1GoEfTUxAAEQj6UdBLIAKZJCBxMZOPRYsSAREQAREQgeII3HXXXeGJJ54IixcvPkBgzILzrrhdVPes7vowllvamtYOsiAusrfuwl5qXTqeFvsk5uVnMJ+TE2Fx9uzZYcqUKdGHhgiIgAiIgAiIgAjUMwGJi/X89LR2ERABERABETACTz75ZFi2bFlYsGBBOProo6N+eVu3bg3Dhw/v0jUlcCFKMu7fv39nH8ZahbZ09yyyIi76Gj3sxZ2fiLEffPBBGDRokF6pLgi4E3bgwIGhT58+4cUXXwzz5s0Ll156aRg/fry4iYAIiIAIiIAIiEDdE5C4WPePUBsQAREQAREQgRCef/75sHTp0nDWWWeF4447rukCW8p9B9zd+f7773dbwlru/JVelzVxkf142AufU/J7+OGHV7rNpried+25554LDz30UFi0aJG4NcVT1yZFQAREQAREoDkISFxsjuesXYqACIiACDQBgS1btoTp06eHc889N5x//vlNsOPKt4jgg1iGSJbFsJssiotQd1GWzyUuFvcerlq1KgpguuGGG8LIkSOLu0hniYAIiIAIiIAIiEAdEJC4WAcPSUsUAREQAREQgWIJeEjE1KlTw2WXXVbsZU13Xm5oS1b7BmZNXMwtuSfsZfv27VEJfrOmkBfzw0PLgg0bNnQbvlTMPDpHBERABERABERABLJIQOJiFp+K1iQCIiACIiACFRBwgXHChAlRbzeN/QnQN3DPnj15nYo48ujDSG+8LIwsiYsIie++++4BTsXuwl6ywLDWa5CwWOsnoPuLgAiIgAiIgAikTUDiYtqENb8IiIAIiIAI1ICAC4yTJ08OV155ZQ1WkM1bFhPakqWU7ayIizBpa2uL+lJ2NXLDXrL5BlR3VRIWq8tbdxMBERABERABEagNAYmLteGuu4qACIiACIhA6gQQGG+55ZbIiXf99denfr8s36DUsmdSkAl5qXU/wSyIiwiyhxxySFFuTg97gRt9LJt5LFmyJPzyl78M1157bRgxYkQzo9DeRUAEREAEREAEGpyAxMUGf8DangiIgAiIQHMTwE02f/780Ldv37Bw4cKmhFGM6y4fmCwIZbUUF3P7K5by8rz11luR07HW4mwpa07y3FmzZoWWlpboZ2/gwIFJTq25REAEqkTgI7vPQVW6l24jAiLQaAT22oZ6NNqmut2PxMWmetzarAiIgAiIQBYJbNu2LUrfHTVqVGrLu+2228LLL78cCYzNInbkhraUA5d+gm+++WbErBZ9GGslLsJu165dFSVoN2PYC2L+3Llzw6c//ekwc+bMcl65oq7hd0a/fv2iDw0REAEREAEREAERqDUBiYu1fgK6vwiIgAiIQFMTePLJJ8PDDz8c6I14yimnpMoCgfGBBx4I69ata3iBsbvQlnIg48RjtLa2lnN52dfUQlxMsudkM4W98M5NmjQpTJ8+PZxzzjllP/NCF1Kyf8kll0SnXXrppWH06NGFLtFxERABERABERABEUiVgMTFVPFqchEQAREQARHITwDn0erVq8P27dvD7Nmzw9ChQ6uCij5wjz76aHTvRu0DhzhGSWrSQiCiDmnJ3YWaJP0QKxcXSyvLob9iz549ExefGz3shf6mCIsXXHBB6gFK/L4YOXJkOPPMM8PixYujV66av0OSfsc1X5UJqNa3ysB1OxEQARFoDgISF5vjOWuXIiACIiACGSOwefPmsGjRokjo8/Hiiy9GIuOQIUNSXe0dd9wRli5dGjkYG0lgLDW0pRzIfo/hw4dHIlzao3JxsbgVVqO/pLPj/a5FiXlxJEo/C2HxpJNOisqg005mf+SRR8KGDRvC7bff3rlQfpdQHp1mW4XSqegKERABERABERCBZiIgcbGZnrb2KgIikAgB/dE/EYyaxAjceOONkZhIWeO8efMigQBHIyXS5557bqqMcDCuXLmyYQTGN954I+JVDVchpb7crxqJyNUQF11YhF01BNNGCnuppmOR9xtxkT9C+O+JtFsppPpLSJOLgAiIgAiIgAg0DAGJiw3zKLURERABERCBeiOAQEA5I6IiqbIIjXwPYZGy5bRLpen3iIvxuuuuC0cffXS94YvWWw3HXVdg0iq/jt8vbXHRe1NWO9XZw14QNHv37l2X7x7CIv0VL7roojBlypSq7sF/d1AWnfbviapuTDcTAREQAREQARGoSwISF+vysWnRIiACIiACjUIAERFhL17SiOD41a9+tSpBDQiMlGfjZKw3gTELDri0xbk0xUXE0V69eiXeX7HYn01P4u7fv3/dpR7jHsRtTKDK+PHji91y2efxc8qH91hkIv4gwe8NfldoiIAIiIAIiIAIiEAtCUhcrCV93VsEREAEREAEcggQGkLS7IoVK1Lvvei33rJlS7j++uujgIivfOUrdfFMquEaLBZEmmXFaYiL1SzrLoahB+UMHjy4KmXZxaypu3Mee+yxqDwZxy/BKtUY/IwiZtJrEaezJ0bPmTNHvRar8QB0DxEQAREQAREQgW4JSFzUCyICIiACIiACNSZAiSOiAUIFYQ0TJkxIvedi7pYRLyjxpLqmChcAACAASURBVCT7/PPPrzGRrm9fyzLo7qAg2G3dujXq+ZhkmW/S4mJW+dVL2MuqVavCmjVrwrJly6omLPp7h6C5du3a6PcDvydwGl911VWZ/VnVwkRABERABERABJqHgMTF5nnW2qkIiIAIiECGCZD4ishIuEuteqjRQ27atGmReIFLKmujmqEt5e6dNSZZ5pukuEgJNyLooEGDyt1e6tdR6s5obW1N/V6l3mDBggWRqIe4WKuUdX5H8LvCg6BK3YPOFwEREAEREAEREIE0CEhcTIOq5hSBhiGw13bSo2F2o42IgAgUJpBFgTGrbruuaCbZCzIpcZEycka1g1sKv3EHnpHFsBeERdLVf/rTn9ZMWCyHpa4RAREQAREQAREQgWoQkLhYDcq6hwiIgAiIQPUJfGS3PKj6t22EO2ZJYExSqKvms0EgwylYaR/BSsVFnIpvv/12GDBgQKLl2mmzzFLYSxYci2nz1vwiIAIiIAIiIAIiUAkBiYuV0NO1IiACIiACItCgBBDG6MH4qU99Kgp7qfZwUaylpSWTJbLF8EjCcVmJuMj96QM5fPjwuhIW42xrHfZCivprr70WLr/8cjkWi3npdY4IiIAIiIAIiEBTEpC42JSPXZsWAREQAREQgcIEEBhvueWWgHtw6dKlhS9I6IwkRLmElpLINJQk9+3bN0r5LXWUKy7inHzvvfcy3V+xWBa1CnuZNWtWQNyeP39+GDhwYLHL1XkiIAIiIAIiIAIi0HQEJC423SPXhkVABERABESgNALf+973ws9//vMoITdtkaUeQltKo9d+drk9D8sRF2GIKFYP/RVLYQnDajhZEdXnzp0bPv3pT4eZM2eWskSdKwIiIAIiIAIiIAJNSUDiYlM+dm1aBERABERABEojcN9994UVK1aEdevWpSIwujtt2LBhdVvCW4gobsJ33323JNGvVHERAY606j59+hRaTl0eTzvsBWFx0qRJUWr6jBkz6pKRFi0CIiACIiACIiAC1SYgcbHaxHU/ERABERABEahTAvSfIzEXgXHEiBGJ7aJeQ1vKAVCqiFqsuNgI/RWL5elhLwioSTppCTJCWLzgggvClVdeWexydJ4IiIAIiIAIiIAIND0BiYtN/woIgAiIgAiIgAgUTwCB8bbbbgs//elPKxYYGyG0pXhy+870fRfjMCxGXCzHEVnOurN2TZJhLy4snnXWWWHevHlZ26rWIwIiIAIiIAIiIAKZJiBxMdOPR4sTAREQAREQgewRSMLBiNPu7bffDh//+Mcbtgy60JMrxrFZSFykDLqtrS1QTt6MI4mwFzkWm/HN0Z5FQAREQAREQASSJCBxMUmamivjBD6y9R2U8TVqeSIgAiJQHwTWrl0b7rjjjrBo0aJw9NFHl7ToRg0cKQlCx8nuvutKHOxOXNyxY0c4+OCDy0qhLmetWb6m3LAXhMXZs2eHU089NVx00UVZ3qLWJgIiIAIiIAIiIAKZJSBxMbOPRgsTAREQAREQgWwTePLJJwMuxmIFxlL7DWZ798mtDi6IYwiMPXv23G/ifOJiM/VXLIWycyQlu3fv3gUvffHFF6PeinPmzAnjx48veL5OEAEREAEREAEREAERyE9A4qLeDBEQAREQAREQgbIJbNmyJVx//fXhpJNOCueff36X81ACvHfv3jBo0KCy79XIF3pICQEl8aTnXHHRy8kHDx58gBDZyHyK3VuxYS+rVq2K+oZed911YeTIkcVOr/NEQAREQAREQAREQATyEJC4qNdCBERABERABESgIgIIjJdeemmYNm3aAQKjh5f06tUr0WTfihac4Ytzy3vj4iLHGDjzNLonQLn5+++/H/X0zHWDIiyuWbMmLFu2TMKiXiQREAEREAEREAERSICAxMUEIGoKERABERABEWh2AvSuQ1ycMGFCZ9quQlvKeytcGENEdHERYVECbWk8Eba3bt0ahgwZ0ukGXbBgQdiwYUMkLo4YMaK0CXW2CIiACIiACIiACIhAXgISF/ViiIAIiIAIZISAQpcy8iDKXkZcYLz44otDS0uLXHZl0vT+lH/8x38cfv3rX0cci+kjWObtGvoyd4PedtttYeXKlVE5tITFhn7k2pwIiIAIiIAIiECVCUhcrDJw3U4EREAEREAEGpmAC4zjxo2LejFqlE+Ast5DDjkkvPfee6Fv377lT6Qro96KGzdulGNR74IIiIAIiIAIiIAIpEBA4mIKUDWlCIiACIiACDQzgZ07d4bZs2dH6ccSGMt7E2C4Z8+eqKR3+/btKokuD2N0FcLi888/HwmLBOZoiIAIiIAIiIAIiIAIJEug6cTFvcavR7IMNZsIiIAIiIAIiEAOAcSx73znO4Hy3qVLl4pPCQTioS7ec5G07ba2NpWZl8CRU2fNmhVaW1vD5ZdfLmGxRHY6XQREQAREQAREQASKJdB04mKxYHSeCIiACIiACIhA5QS+973vhZ///OdRMq9cY93zJIDkzTffjBKOvb9iPC3aA3IGDx58QAJy5U+qsWZA3CbB/LOf/Wy45pprGmtz2o0IiIAIiIAIiIAIJEQgKQOexMWEHoimEQEREAERaBwCSf2PbOMQqWwny5cvj0pS161bJ4GxC5Qe4EIpeTy4JS4ucqknIOeeV9kTaqyrERYnTZoUpZfPmDGjsTan3YiACIiACIiACIhABglIXMzgQ9GSREAEREAERKDRCCxZsiRK6kVgVFLv/k/3d7/7Xfjggw/CoEGDDnjsueKin/DGG2+E/v37h379+jXaq1LRfggUQli84IILwpVXXlnRXLpYBERABERABERABESgOAISF4vjpLNEQAREQAREQAQqJCCB8UCAiIQtLS1d9lLsSlxkpnhvxgofTUNcjrB40kknRcLivHnzGmJP2oQIiIAIiIAIiIAI1AMBiYv18JS0RhEQAREQARGoEoEnn3wyvPTSS2HUqFFh/Pjxid9VAmM7Usqb33777TBgwID9yqBzgXcnLnLu7t27A2XAzd6H0R2LZ511VirC4ubNmwMO06FDh0Y/GxoiIAIiIAIiIAIiIAL7CEhc1NsgAiIgAv9/e/cWckd19wF4PFCrthBMqwgWpAre6UVBaKRIIFGQStUUxGBNCuIhNcQSTVFItUlpaDStQRsPVEzSEBGSaIkIaksoJfaqoN5VjFfSNliLkp4oaL785vvGbycm5t17z8yevecZeDGHmTWznjX7bfN7/2stAgQIlAIPPfRQ+d8rrrii2LNnT/nrhx9+uHad3bt3F0899VSxcePG4rLLLqu9/a43mPUV33333eKCCy74zGAx/ThZuJhzTrReY9cd6nq+N954o1xbMdOglyxZUlezn7Tz17/+tQzcc5/9+/cXO3bsMB29dmUNEiBAgAABAtMsIFyc5tHz7AQIECAwmsDHRy47dbRLZ/WqgwcPFrfffnvxwgsvfNLFe+65p7jooosa2RQjFZKpYuxbwJhKw0OHDp1wGvSx79dcwsXqmkyTPuuss3oVfCXwW79+fbFmzZri8ssvb+zjmarFO+64o9yBesGCBY3dR8MECBAgQIAAgWkUEC5O46h5ZgIECBAgULNAwpObb775qHAxFVsJGJsKVA4cOFD84Ac/KDfgWLZsWc096l5zCf9ynHvuuXN+uGHCxTQ6yj3m/DAdO3Hbtm3F888/X4bUCcGbPLKGY6ZE2326SWVtEyBAgAABAtMqIFyc1pHz3AQIECBAYAyBBIcJogbXj0uQmGnK3/nOdz5pORWGmSL9xBNPjHG3E1+agDH3S9XkLAeMsc7uzmeeeeZQjsOGi2k8QfG//vWvoULMoR6qAydv3ry5eOmll4qdO3cW8+fPb/SJEmBmKn8+A9Xu3Pn8/OpXvyry+chnJqFj0wFno53UOAECBAgQIEBgDAHh4hh4LiVAgAABAtMqkCAxAUnWVExFVo78PkFfQpPqz/LnixcvLivEqmCl7j5nM46lS5cWV199dSObcdT9vMO0N8z6isdrd5RwMe3M8jqMP/rRj4qXX365DBYvvPDCYYZjzudmunVCw3wmMh163bp1nwTxVUVv3td8XvL7Bx98sPwa/NzM+WZOJECAAAECBAhMuYBwccoH0OMTIECAAIFhBVLZliAklVYJRhLWVEeCxQQ3VZVWtdZcNrFo8kjAuHDhwmL58uUzEzAm4Pvwww+Lc845pzj99NNH4hs1XMzNsiP1e++9V8ybN2/oismRHraFi/Kubt26tdi3b19jwWK68fjjjxepqs37nw2OBqt5j7cWaf4s5/Rxg6IWht0tCBAgQIAAgY4LCBc7PkAejwABAgQI1C2QQPGdd94pK7FSlVVVYA0GjJkGmj/P7rjZgff666+v+zE+1d4sVTBmGvRHH31UnH/++WO5jRMuVjd+//33y2cZZq3HsR66oYsTLO7atavYu3dvo8Fi9fivvvpq8Ytf/KL43ve+V1bv5sg06O3btx81Rbpar9Qu0g0NvGYJECBAgACBzgsIFzs/RB6QAAECBAg0J3CiqdBvvvlmWdWYALLNqZ4ffPBBOUX6kksuKX7+85831/EGW/7b3/5WfP7zn69lGnkd4WK6mgAsu1SPG3Y2yPaZTa9du7Z46623iieffLKsxGzrqJYOuOGGG8pdolOheMsttxy1VmmqfTONOksMOAgQIECAAAECfRQQLvZx1PWZAAECBAgMCAxOhU4IdexGL21jJWD88Y9/XK4b+Oijj7Z9+5Hv18Q6h3WFi+lU9XwXXHDByNO0R8YZ48KVK1eWU/gzZb7NYPF4j3zdddcVgxWKCeF/+MMflpWMbYbwY3C6lAABAgQIECBQu4BwsXZSDRIgQIAAgekTSEVWgsV8DW7yMsmebNiwoXjttdfKDWYmHSqdzCHBXULZVAaOur7i8e5RZ7iY9qt1GLMO5BlnnHGybk3076sq1m984xvFfffdN9FnqW7+0EMPFRdffHG5TECqFfP77HJeTZvuxEN6CAIECBAgQIBAywLCxZbB3Y4AAQIECHRNoJr6meqwbErR1K7Qo/R748aN5Rp7+epqwNjkmoZ1h4vVGCQIPe2004r58+ePMiyNX5P1N/Murlixorjpppsav99cb1B9VvLfHJkifdVVV831cucRmDKBj48876lT9swelwABAgQmISBcnIS6exIgQIAAgQ4JpFIxayt2NSTZtGlTuUNwWxt5DDM0Cek+97nPNRZ8NhUupo+pDPzvf//buY1eEixee+215TTo1atXDzMcvTw31cYHDx4sp447CBCYsIA8dsID4PYECExKQLg4KXn3JUCAAAECBOYskJ2CEzDu27evlZ2CT/ZgmV78l7/8pQzmmpxe3GS4mD42NZ37ZH4n+vsEiwsXLiyDxQceeGDUZnp1XZY0ePvtt4/a1bpXADpLgAABAgQITFxAuDjxIfAABAgQINAngUynzLTjLk09nhb/zZs3F7/85S8nXsFYBXJNB4sZl6bDxdwjQem7775brhfZZFB6svdMxeLJhD7996+88kpZtZjNZLKEQKaRZz1IBwECBAgQIECgTQHhYpva7kWAAAECvRdIldFll11WrifnGF5g9+7dxdq1a4tnn322dGz7aHsqcRvhYmXY9BTvzxqrbI5y5513ltOglyxZ0vawzsT9qp2r4+f7y0wMqU4QIECAAIGpERAuTs1QeVACBAgQmHaB/OM/4Ul2P06lkWM0gd/+9rdllVa+2gwYE77lSMViW0eb4WL61OTmNCcyS7C4Zs2aYv369cXll1/eFu1M3ufAgQPldPKrr75awDiTI6xTBAgQIECgmwLCxW6Oi6ciQIAAgRkUSNXieeedV9x7770z2Lt2u5QQ5fbbby8DlGXLljV680wbfu+994pzzjmn9WnDbYeLgfz3v/9dbvby5S9/uTj99NMbtd22bVsZtj/55JM2JKlJOksvVBXSvtfUhKoZAgQIECBA4DMFhIteEAIECBAg0IJA/sGfIOzYqsWEZM3s8jr7W1bGLqYJGZsKGLO+YtYjvOCCC1oPFvNaTiJczH3bWFcya2g+99xz5Rqa8+fPb+FT2J9bVAFjKqQffPBBa7z2Z+j1lAABAgQITERAuDgRdjclQGDSAofzj/ZJP4T790rgoYceKqdCJwzLP/wzRXr79u2lQaqL2pzeO0vw2QRk6dKl5TTQuncX/sc//lH85z//Kb70pS9NjGxS4WLV4eyI/cUvfrH2cCq7f7/88svFzp07O7H798QGuMEb5/1NBWOOBIyWYmgQW9MECBAgQKDnAsLFnr8Auk+AAAECzQskTLzjjjuKTZs2FXv27Cmyw2vCxKuuuqr8cownkIBx4cKFxfLly2sLGBOqnXbaaa2ur3g8hUmHi3mmuteaTLC4devWYt++fYLF8V79416d3aOz/EKOBIyPP/54kXUtH374YQFjA96aJECAAAECBI4U7hw+coAgQIAAAQIE6hPIdN2EiLfccstR/7jPP/hTYbd48eKT/iP/tddeK7761a+e9Lz6nnq6W0rAmKrQRYsWjR0wJkxLtd6ZZ545cZQuhItByDqMhw4dKtedHGcdxgSLu3btKqdCX3jhhRP3naUHyA8xEiDmyK+zSc6ll15a/v7mm2+2ycssDba+ECBAgACBjgkIFzs2IB6HAAECBGZDINVCmfb5hS98oaxSvOKKK4oFCxbMqXNZlzFTphNGqjaaE1l5UjYhyRTprGH56KOPzv3C/ztz0usrHu+BuxIu5tnik4rO888/f6T1J7///e8Xf/rTn8qp0PPmzRt6fFzwv6FhfvCQ7yvHVj1nCnS+Mv252jU6a5GeffbZ5feiBLsOAgQIECBAgEATAsLFJlS1SYAAAQIERhRIsLh79+6y6uif//xnkQkGpk7PHTMB42OPPVZkauj69evnHGJVlXnnnnvu3G/WwpldChfT3eyc/fe//33oys6VK1cWZ511VnHffffNeUxa4J2qW1SB4cUXX1y8/vrr5Q8s7rzzzk/Ww8zSC4NrK1abuiRUzA8qEkg6CBAgQIAAAQJNCAgXm1DVJgECBAgQGEEg1Y779+8vK4ya2UF6hIea0ks2bNhQvPTSS+X025NVyWUa9EcffVRW5HXt6Fq4WPnMdR3GhL3XXnttcc0115TBomPuAlkvsQoE8+uEh9VU51QvZgOjfJ9IdXPOyw8mcl4Cx+rIWovPP/98GTo6CBAgQIAAAQJNCQgXm5LVLgECBAgQmKOATRfmCDXkaU899VQZuOTrROv7dWl9xeN1r6vhYp41723WYTxRKFutg5m1MG+77bYhR6/fp2d3+WrTp0ikajF/9sQTT5RToxMWZk3XLVu2lFArVqwoK51T0ZijqmjMdXn/hYv9fp/0ngABAgQINC0gXGxaWPsECBAgQOAzBBLQZJ20/PfY9RUHK5cgjiaQHbqzM/GxG4h0cX3FaQsX87xxTECb6eRnnHHGJ11IsJiKxezgvXr16tEGr6dXpdIwSyPs2LHjE4EqUEy4mO8X1cZQqWCsAsaqqrGqgM606VQu3nvvvSqhe/ou6TYBAgQIEGhLQLjYlrT7ECBAgACBYwSqNdEypXFwrbSclgAhwcANN9xw1DRHiMMLZJp5AsZ9+/aVFYwJxD788MOxdz4e/kmGv6LLlYtVb7IO43vvvVdOP88O2wkWFy5cWAaLmbrrGE6g+r6QysXBNRXTyptvvlls3Ljxk+Ax4WJ+CHHsuqz5s1QtZq3FbPDiIECAAAECBAg0KSBcbFJX2wQIECBA4AQCVYCQNdNSWVStrZZAMb9OKJAjVUj5/eA6alCHF3j66aeLRx55pAwZv/KVr5SVdtNwTEO4WDmmgvHPf/5zcf311wsWx3y5Bn/wUK2pmCbz/SE/eEgFY7535NeZHn3ppZeOeUeXEyBAgEAlcPjIL07BQYDAUALCxaG4nEyAAAECBMYXqHZ9rXZ7TYvVhg35b44lS5YUWasux80331wGkKlkcowukKmmd999d/Hiiy9OjeU0hYsJvm666aZyl+68v47xBKqp0McumZAfOOzZs6c4++yzy+nRfvAwnrOrCRAgQIAAgfEFhIvjG2qBAAECBAgMJZANFhJ0vfDCC59clz/LTtGZHp1KxQQImc64ePHicpfYdevWqU4aSvn4J7/11lvFypUri/vvv7+48sora2ix2SamJVxMsJiQK9Whl19+ebMoPWo9wWK+JyRoHFyTNdOjDx8+PDUheY+GTFcJECBAgEAvBYSLvRx2nSZAgACBSQskTMy0xgULFpSPkt8nQEiFYnVkvbqENgkZMw3SUY9AKkeXLl1a7rC7bNmyehptqJVpCBe3bdtWvr9PPvmkjUMaeg+yU3S+F2T90HzfcBAgQIAAAQIEuiQgXOzSaHgWAgQIEOitQLXGWqZKZxOXBAnbt28vg4TBNRl7C1Rzx99///1yN+Mbb7yxWLVqVc2t19dc18PFzZs3F88991yxc+fOcrMcx+gCJ9sdvqp4VsU8urErCRAgQIAAgWYEhIvNuGqVAAECBAgMLZBwIbu/Jlh85ZVXyh1gBysZT9RgrsuXXWGHI8+uxqlgzLp1Xd3VuMvhYqrodu3aVezdu1ewONyr96mz8/nN2qqDSyUcr8kEjPmhw5o1a8pK58Hq5zEfweUECBAgQIAAgZEFhIsj07mQAAECBAg0I5AAIQFj1liby5H11zZu3FhOna52nZ7Ldc4pigSMCxcu7Ozuxl0NFxMsZuftffv2CRZr+iDNdeOm559/vtiyZUsZLA7uJF3TY2iGAAECBAgQIDC0gHBxaDIXECBAgACBZgVSkbRjx46ykinBYaqaMlX6s45s+pLdpO0cO/zYJGDMztyLFi3qXAVjF8NFweLw79hcrsi6igkMT/ZZT1upcL700kv9MGEusM4hQIAAAQIEGhcQLjZO7AYECBAgQGB4gVdffbXcUTprMOZ4++23y80cjj0SPN5zzz1lADm4m+zwd+z3FR988EE5Rfq8884rnnnmmc5gdC1c/O53v1scPHiwXGNx3rx5nXGaxgfJZzbVxmeffXYZKmajoXxlKYS8hw4CBAgQIECAwLQICBenZaQ8JwECBAj0RiDTHhMsDoaFqWrKGoypTqyOahOYTIXuw/TIuHz9619vbG3JBIyZXn7o0KFi/fr1nQjPuhIuxmbt2rXFJZdcUlbUChbH/3aUz28qEBPW5is/QMh/EzbmyOf64osvLn94YLmD8b21QIAAAQIECDQnIFxszlbLBAgQIEBgaIGqEvHBBx88KkRLwDBY0VQFiwkb57Lpy9AP0qEL0td4pIoz05ebPjZs2FC89NJL5UYlkw7RuhAuJljMztrXXHNNcd999zXGX1XfVkFapvr3KVTLe573O1XLCRlTxZj+Z/qzgwABAgQIECDQZQHhYpdHx7MRIECAQO8Eskt0goXBEO3xxx8vHar1FKtgMbsctxG2/f8gHD7yy1NaHZOqr0uWLCmuv/761u79s5/9rEilZDbXufDCC1u777E3mnS4WK1Hed111xWrV69u3CEBY8K1bdu2lVOG+7YDegLVfM4HK5QbR3cDAgQIECBAgMCYAsLFMQFdToAAAQIE6hTILtEJGFONmGAtwWIClipYTDVTQp6Ebe0Gi3X2cu5tHbtzdmzylTXqEjY2GT5t2rSp3BE5FYyTChgnGS5WO2nfddddrQSLeSvyzidgW7duXS8r9rL8Qd7pPny25/5dwJkECBAgQIBA1wWEi10fIc9HgAABAr0TSMXcyy+/XG7SMlixl4qurAl4yy239Cp8yBp/qdLMFNHXX3+9nB6dEDZf2VW7yWPSOyNPKlysgsXly5e3toN23vcEi8dW5CZw/MMf/tBq5WqT79RntZ01GPMDBOHipEbAfQkQIECAAIFRBISLo6i5ZkYE2p/eNyNwukGAQIsCCRsSoiVY2759e7FmzZpi8eLFLT5Bu7dKwJQ+Z/Oa6qjWostU0WxcUx0JHVesWFEsWLCg0YfcvHlz8cgjjxT79u1rvYJxEuFigsWssXjrrbcWq1atatR2sPGsK5pdkgfXEK3WIM151d/N8jqM6e8s96+1l8mNCBAgQIAAgVYFhIutcrsZAQIECBAYXiBTo1PJmGm6mQ48y0f6umfPniIVg4Oh4fF2ik7QmM0uBoPIpmyye/fdd99dvPjii62uh9d2uJgg+5vf/GYZpqZqtskjQVo26smU/wTK+/fvP2rX8ypYzDufwPF4u6g3+XzaJkCAAAECBAgQmJuAcHFuTs4iQIAAAQITFUj1XpPrC060cwM3T/VapsVmQ4+Eh8f2uarsytTRrE+Xc9qq9Prd735X7pac3aSvvPLKVsjaDBer/j366KPF1772tVb6V41j3u9jN3DJepsJdQfXX8z577zzzkxX77YC7yYECBAgQIAAgRoFhIs1YmqKAAECBAgQGE8gYWECxgRLqdZM4DQYHubvEkTlOF74ON7dT351wq2lS5eW07GXLVt28gvGPKOtcDFh7pYtW4qdO3e2Xh1bVTBm2vuxaw2mojGVrMf7uzFpXU6AAAECBAgQIFCTgHCxJkjNECBAgAABAvUKpDIxwVOmSA8eBw8eLNffm9SRNQkTMN54442Nr0nYRrgY3wS5CRYntSt2xjKBcnYAT6CYfg+uLZr1NTM1OiGjgwABAgQIECBAoFsCwsVujYenIUCAAAECBP5PYHD34ARNqVTMGn1tTYP+rIGoAsZM4X7ggQcaG7Omw8UEi7t27Sr27t070WBxEDAhY8Y+azFWR3aRvuGGG1pZX7OxwdQwAQIECBAgQGBGBYSLMzqwukWAAAECBGZBIFOgEywlUEwQ1qUNbRIwLly4sFi+fHljAWOT4WI8t27dOpFdsD/r3cyYJ0TO1PNs2HOiKfKz8H7rAwECBAgQIEBgFgSEi7MwivpAgAABAgRmVCDBUnYRTtjUxQ1tEjBmncBFixY1EjA2FS4mWHzhhRfKbC8sugAAC8NJREFUHZgnORX6RK9t1rbMzuHZvTpT4LsWLM/ox023CBAgQIAAAQIjCQgXR2JzEQECBAgQINC0QKbGJlwcnB7b9D1Haf+DDz4o12BMCPbMM8+M0sQJr2kiXFy5cmWR8C5rLM6bN6/W59UYAQIECBAgQIBA/wSEi/0bcz0mQIAAAQIEahZIwLhx48bi0KFDxfr162sL7eoMF/OM999/f/lsP/nJT2oW0BwBAgQIECBAgEBfBYSLfR15/SZAgAABAgRqF9iwYUPx+9//vraqwLrCxaq68tprr+18JWjtg6JBAgQIECBAgACBRgWEi43yapwAAQIECBDom0DWB/zNb35TTukedz3DOsLFrAuZUPHb3/52I+tC9m189ZcAAQIECBAgQOBoAeGiN4IAAQIECBAgULPApk2biscee2zsnZjHDRerHa3vuuuuYvXq1TX3UnMECBAgQIAAAQIEikK46C0gQIAAAQIECDQgkArGrVu3jhUwjhMuqlhsYFA1SYAAAQIECBAg8CkB4aKXggABAgQIEBhC4PCRc08Z4vx+n/r0008XjzzySLFjx47isssuGxpj1HCxChZvvfXWYtWqVUPf1wUECBAgQIAAAQIE5iogXJyrlPMIECBAgAABAiMI7N69u1i7dm3x7LPPDh0wjhIuvvHGG8Vtt91WrFixoli2bNkIT+wSAgQIECBAgAABAnMXEC7O3cqZBAgQIECAAIGRBP74xz8W999/fxn4fetb35pzG8OGi7/+9a+LLVu2lF8XXXTRnO/jRAIECBAgQIAAAQKjCggXR5VzHQECBAgQIEBgCIEDBw4US5cuHaqicJhwcdu2bcXevXuLn/70p4LFIcbFqQQIECBAgAABAuMJCBfH83M1AQIECBAgQIAAAQIECBAgQIAAgd4KCBd7O/Q6ToAAAQIECBAgQIAAAQIECBAgQGA8AeHieH6uJkCAAAECBAgQIECAAIFBgcNHfnMKEgIECBDoi4BwsS8jrZ8ECBAgQIAAAQIECBAgQIAAAQIEahYQLtYMqjkCBAgQIECAAAECBAgQIECAAAECfREQLvZlpPWzdgGzPWon1SABAgQIECBAgAABAgQIECAwZQLCxSkbMI9LgAABAgQIECBAgAABAgQIECBAoCsCwsWujITnIECAAAECBAgQIECAAAECBAgQIDBlAsLFKRswj0uAAAECBAgQIECAAAECBAgQIECgKwLCxa6MhOcgQIAAAQIECBAgQIAAAQIECBAgMGUCwsUpGzCPS4AAAQIECBAgQIAAAQIECBAgQKArAsLFroyE5yBAgAABAgQIECBAgAABAgQIECAwZQLCxSkbMI9LgAABAtMg8PGRhzx1Gh7UMxIgQIAAAQIECBAgQGAsAeHiWHwuJkCAAAECBGZRQDw8i6OqTwQIECBAgAABAk0ICBebUNUmAQIECBAgQIAAAQIECPRE4PCRfp7Sk77q5gkF/GTSy9FjAeFijwdf1wkQIECAAAECBAgQIECAAAECBAiMIyBcHEfPtQQIECBAgAABAgQIECBAgAABAgR6LCBc7PHg6zoBAgQIECBAgAABAgQIECBAgACBcQSEi+PouZYAAQIECBAgQIAAgeEFLFE3vJkrCBAgQIBARwWEix0dGI9FgAABAgQIECBAgAABAgQIECBAoOsCwsWuj5DnI0CAAAECBAgQIECAAAECBAgQINBRAeFiRwfGYxEg0DcB88P6NuL6S2AyAh8fue2pk7m1uxIgQIAAAQIECMykQIfDRf/ndybfOJ0iQIAAAQIECBAgQIAAAQIECBCYGYEOh4szY6wjBAgQIECAAAECBAgQIECAAAECBGZSQLg4k8OqUwQIECBAgAABAgQIECBAgAABAgSaFxAuNm/sDgQIECBAgAABAgQIECBAgAABAgRmUkC4OJPDqlMECBAgQIAAAQIECBAgQIAAAQIEmhcQLjZv7A4ECBAgQIAAAQIECBAgQIAAAQIEZlJAuDiTw6pTBAgQIECAAAECBAgQIECAAAECBJoXEC42b+wOBAgQIECAAAECBAgQIECAAAECBGZSQLg4k8OqUwQIECBAgAABAgQIECBAgAABAgSaFxAuNm/sDgQIECBAgAABAgQIECBAgAABAgRmUkC4OJPDqlMECBAgQIAAAQIECBAgQIDA8QQ+PvKHp6IhQKA2AeFibZQaIkCAAAECBAgQIECAAAECBAgQINAvAeFiv8ZbbwkQIECAAAECBAgQIECAAAECBAjUJiBcrI1SQwQIECBAgAABAgQIECBAgAABAgT6JSBc7Nd46y0BAgQIECBAgAABAgQIECBAgACB2gSEi7VRaogAAQIECBAgQIAAAQIECBAgQIBAvwSEi/0ab70lQIAAAQIECBAgQIAAAQIECBAgUJuAcLE2Sg0RIECAAAECBAgQIECAwMgCh49cecrIV7uQAAECBCYkIFycEPxRt/U/ol0YBc9AgAABAq0LfHzkjqe2flc3JECAAAECBAgQIECgPgHhYn2WWiJAgAABAgQIECBAgAABAgQIECDQKwHhYq+GW2cJECBAgAABAgQIECBAgAABAgQI1CcgXKzPUksECBDogIBpph0YBI9AgAABAgQIECBAgACB3ggIF3sz1DpKgAABAgQIECBAgAABAgQIECBAoF4B4WK9nlojQIAAAQIECBAgQIAAAQIECBAg0BsB4WJvhlpHCRAgQIAAAQIECBAgQIAAAQIECNQrIFys11NrBAgQIECAAAECBAgQIECAAAECBHojIFzszVDrKAECBAgQIECAAAECBAgQIECAAIF6BYSL9XpqjQABAgQIECBAgAABAgQIECBAgEBvBISLvRlqHSVAgAABAgQITE7g8JFbnzK527szAQIECBAgQIBAQwLCxYZgNUuAAAECBAgQIECAAAECBAgQIEBg1gWEi7M+wvpHgAABAgQIECBAgAABAgQIECBAoCEB4WJDsJolQIAAAQIECBAgQIAAAQIECBAgMOsCwsVZH2H9I0CAAAECBAgQIECAAAECBAgQINCQgHCxIVjNEiBAgAABAgQIECBAgAABAgQIEJh1AeHirI+w/hEgQIAAAQIECBAgQIAAAQIECBBoSEC42BCsZgkQIECAAAECBAgQIECAAAECBAjMuoBwcdZHWP8IECBAgAABAj0XOHyk/6f03ED3CRAgQIAAAQJNCQgXm5LVLgECBAgQIECAAAECBAgQIECAAIEZFxAuzvgA6x4BAgQIECBAgAABAgQIECBAgACBpgSEi03JapcAAQIECBAgQIAAAQIECBAgQIDAjAsIF2d8gHWPAAECBAgQINCOgJUN23F2FwIECBAgQIBAtwSEi90aD09DgAABAgQItCnw8ZGbndrmDd2LAAECBAgQIECAwGwJCBdnazz1hgABAgQIECBAgAABAgQIECBAgEBrAsLF1qjdiAABAgQIECBAgAABAgQIECBAgMBsCQgXZ2s89YYAAQIECBAgQIAAAQK1CVhNtTZKDREgQGBmBYSLMzu0OkaAAAECBAgQIECAwKQFLO066RFwfwIECBBoWkC42LSw9gkQIECAAAECBAgQIECAAAECBAjMqIBwcUYHVrcIECBAgAABAgQIECBAgAABAgQINC0gXGxaWPsECBAgQIAAAQIECBAgQIAAAQIEZlRAuDijA6tbBAgQIECAAAECBAgQIECAAAECBJoWEC42Lax9AgQIECBAYCQBO5SOxOYiAgQIECBAgAABAq0KCBdb5XYzAgQIECBAgAABAgQIECBAgAABArMjIFycnbHUEwIECBAgQIAAAQIECBAgQIAAAQKtCggXW+V2MwIECBAgQIAAAQIECBAgQIAAAQKzIyBcnJ2x1BMCBAgQIECAAAECBAgQIECAAAECrQoIF1vldjMCBAgQIECAAAECBAgQIECgXQHbxLXr7W59ExAu9m3E9ZcAAQIECBAgQIAAAQIECBAgQIBATQLCxZogNUOAAAECBAgQIECAAAECBAgQIECgbwL/Aw8WCNR+DoG6AAAAAElFTkSuQmCC", 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